tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=7
objective=regression
feature_names=geo_lat geo_lon region level levels rooms area object_type
feature_infos=[41.459088999999999:71.636251200000004] [20.151209399999999:158.69625149999999] [3:16705] [1:39] [1:39] [1:9] [1:2000] [1:11]
tree_sizes=3196 3085 3068 3069 3083 3085 3085 3126 3087 3091 3087 3091 3100 3112 3121 3098 3116 3125 3105 3080 3151 3097 3110 3113 3126 3109 3092 3070 3111 3084 3103 3104 3075 3043 3090 3113 3047 3140 3127 3097 3121 3093 3061 3107 3116 3063 3112 3148 3079 3076 3040 3161 3075 3082 3121 3051 3117 3063 3037 3099 3086 3122 3063 3051 3085 3043 3074 3051 3002 3076 3029 3097 3035 3054 3046 3082 3029 3010 3048 3081 3068 3034 3003 3047 3047 3035 3002 3012 3009 3036 2993 2990 2997 3101 3001 2989 3020 3010 3126 3013 2879 3018 3055 3024 3005 2989 2999 3038 3005 2995 2966 3082 3021 3007 2969 3008 2967 3120 2995 3049 2919 3035 2911 2987 3000 3003 2840 2970 2972 3025 2971 3031 2948 2999 2959 2915 2981 2992 3036 3082 2946 3046 2970 3022 3029 2980 3002 3007 3017 2990 2976 2903 2924 2982 2871 2980 3055 2924 2900 2960 3000 2918 2926 2957 2999 2990 2990 2929 2911 2959 3000 3046 2941 3070 2886 3059 2861 2920 3001 2968 2968 2885 2919 2975 2982 2948 2923 2938 2966 3071 3035 2955 2999 3021 3025 2903 3035 2857 2941 2912 2941 2982 2991 2972 2995 2920 2977 2962 2928 2901 2950 2895 3072 2935 2918 2856 2984 2922 2926 2810 3003 2938 3069 2847 3037 2949 2950 2921 2932 2999 2980 2919 3053 2978 2917 2982 2894 3049 2994 2979 2900 2819 2997 2907 2921 2924 2846 2909 2917 2778 2950 3059 2830 2993 3112 3003 2821 2979 2830 2767 3063 2982 2936 2958 2997 2965 2910 3031 2914 2908 2957 2898 2853 2825 3069 2947 3053 2973 3059 3035 2967 2991 2951 2926 2943 2800 2867 3005 2872 2960 2964 2929 2824 2772 3007 2929 2975 2922 2966 2994 2822 2896 2882 3036 2918 2876 2894 2962 3060 2974 2894 2962 2924 2986 2915 2837 2912 2970 3033 2990 2876 2929 2980 2825 2911 2891 3001 3005 2903 2926 2990 2848 2739 2963 2829 2900 2944 2880 2873 2859 2898 2824 2757 2955 2920 2900 2947 2842 2869 2978 3005 3001 2903 2923 2926 3055 2914 2876 2748 2953 3002 2898 2917 2812 2967 2897 2949 2913 2857 2848 2975 2888 2842 2734 2911 2997 2882 3024 2900 2997 2849 2867 3014 2961 2844 2810 2928 2909 3011 2907 2967 2948 2952 2932 2832 2832 2841 2906 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2890 2761 2795 2836 2933 2787 2955 2835 2997 2864 2810 2943 2995 2970 2904 3021 3050 2915 2888 2883 2877 2881 2806 2945 2928 2877 2837 2955 2908 2830 2863 2919 2829 2938 2838 2932 2926 2823 2983 2917 2863 2863 2944 2961 2842 2789 2842 2806 2766 2912 2883 2945 2826 2989 2975 2893 3005 2894 2805 2733 2964 2884 2791 2837 2799 2923 2874 2856 2838 2886 2919 2804 2970 2891 2925 2899 2908 2832 2863 2860 2872 2962 2979 3053 2896 2964 2832 2957 2915 2915 2859 2803 2766 2811 2875 2752 2944 2865 2920 3034 2944 2823 2898 2854 2869 2847 2904 2871 2819 2811 2844 2779 2945 2860 2924 2928 2826 2838 2959 2900 2958 2933 2934 2807 2819 2933 2890 2894 2937 2944 2968 2984 2885 2931 2829 2942 2898 2815 2796 2851 2967 2816 2907 2891 2901 2820 2811 2763 2995 2912 2918 2853 2953 2788 2935 2932 2728 2916 2889 2947 2868 2957 2957 2881 3010 2839 2920 2945 2820 2811 2850 2823 2798 2922 3030 2806 2952 2964 2824 2916 2860 2924 2768 2819 2859 2760 2729 2863 2896 3004 2810 2804 2903 2901 2925 2912 2879 2894 2974 2943 2965 2863 2914 2989 2891 2959 2847 2816 2893 2917 2963 2837 2847 2859 2881 2737 3000 2984 2921 2845 2814 2871 2887 2829 2860 2942 2856 2850 2931 2821 2782 2819 2953 2832 2863 2775 2871 2906 2833 2796 2954 2798 2851 2913 2913 2871 2861 2826 2947 2966 2891 2797 2968 2912 2776 2955 2849 2841 2898 2894 2778 2766 2729 2932 2807 2754 2887 2881 2895 2824 2797 2846 2855 2878 2943 2881 2980 2903 2795 2929 2776 2920 2987 2940 2821 2824 2810 2809 2855 2897 2861 2764 2840 2926 2901 2849 2947 2831 2951 2870 2724 2872 2872 2790 2829 2783 2965 2916 2858 2852 2811 2929 2734 2795 2791 2943 2895 2889 2789 2864 2882 2867 2755 2940 2891 2803 2856 2847 2945 2856 2738 2826 2896 2893 2838 2731 2801 2942 2971 2837 2873 2839 2718 2852 2859 2786 2911 2818 2826 2770 2797 2943 2835 2789 2967 2849 2919 2876 2855 2832 2971 2773 2871 2837 2880 2847 2834 2847 2843 2856 2841 2999 2945 2772 2873 2855 2764 2930 3002 2905 2828 2873 2827 2793 2887 3009 2848 2955 2904 2846 2764 2807 2953 2891 2957 2830 2840 2808 2863 2878 2985 2947 2826 2875 2874 2776 2870 2869 2826 2791 2733 2861 2970 2895 2915 2882 2811 2808 2888 2803 2867 2800 2798 2841 2876 2879 2843 2776 2723 2803 3000 2782 2965 2989 2868 2877 2901 2891 2815 2794 2914 2889 2731 2971 2849 2773 2856 2829 2867 2925 2825 2827 2869 2889 2808 2808 2817 2806 2877 2875 2763 2826 2810 2942 2902 2866 2867 2973 2842 2848 2818 2887 2909 2884 2893 2858 2898 2932 2798 2770 2877 2963 2812 2779 2813 2958 2858 2785 2790 2752 2875 2821 2825 3029 2895 2985 2949 2900 2861 2882 2954 2943 2863 2893 2813 2826 2843 2924 2941 2929 2865 2946 2805 2793 2823 2882 2964 2856 2812 2816 2779 2901 2930 2845 2946 2864 2894 2788 2919 2899 2805 2843 2860 2822 2905 2825 2972 2887 2970 2864 2872 2912 2767 2922 2870 2830 2890 2849 2891 2845 2832 2813 2812 2863 2877 2831 2842 2754 2841 2926 2777 2728 2799 2879 2887 2880 2815 2979 2919 2924 2818 2899 2871 2908 2930 2872 2925 2901 2792 2911 2862 2820 2854 2790 2823 2801 2867 2792 2840 2759 2859 2769 2944 2790 2837 2831 2820 2767 2820 2894 2938 2928 2777 2825 2831 2845 2886 2825 2945 2916 2953 2918 2979 2888 2850 2969 2921 2855 2983 2858 2908 2918 2877 2814 2802 2925 2943 2893 2884 2758 2739 2814 2793 2819 2850 2855 2950 2814 2770 2874 2827 2930 2988 2985 2833 2938 2780 2774 2728 2826 2812 2860 2921 2831 2858 2785 2817 2830 2839 2955 2930 2970 2841 2788 2889 2777 2866 2886 2934 2862 2753 2810 2885 2857 2787 2776 2834 2871 2873 2736 2823 2789 2779 2787 2819 2889 2776 2880 2839 2914 2876 2924 2908 2918 2865 2789 2868 2937 2950 2890 2827 2832 2919 2830 2778 2866 2810 2831 2877 2846 2829 2737 2861 2889 2923 2899 2822 2792 2845 2883 2889 2971 2876 2929 2918 2850 2815 2875 3027 2832 2838 2856 2813 2878 2817 2770 2870 2833 2873 3009 2891 2812 2941 2938 2896 2863 2960 2840 2923 2967 2751 2784 2807 2813 2861 2906 2830 2923 2796 2845 2865 2786 2886 2898 2885 2930 2805 2846 2876 2923 2875 2946 2926 2822 2931 2875 2857 2794 2862 2918 2800 2755 2839 2772 2839 2853 2854 2820 2802 2997 2881 2777 2905 2768 2843 2957 2861 2791 2862 2862 2841 2877 2830 2856 2904 2863 2888 2782 2903 2807 2894 2817 2782 2794 2808 2881 2931 2768 2844 2773 2911 2836 2855 2733 2940 2843 2832 2885 2886 2828 2922 2780 2852 2733 2845 2964 2856 2819 2854 2789 2831 2751 2833 2876 2837 2860 2842 2830 2875 2840 2905 2885 2944 2910 2958 2902 2859 2926 2899 2880 2922 2780 2821 2814 2875 2865 2802 2878 2865 2825 2821 2921 2781 2884 2961 2766 2777 2935 2880 2902 2769 2825 2912 2953 2852 2940 2785 2861 2867 2814 2787 2834 2928 2870 2844 2913 2831 2874 2826 2754 2963 2842 2848 2816 2785 2763 2773 2953 2802 2908 2795 2865 2893 2848 2961 2907 2811 2894 2850 2795 2873 2893 2909 2937 2863 2841 2907 2817 2868 2839 2909 2865 2802 2843 2845 2859 2824 2916 2879 2864 2769 2849 2865 2798 2856 2921 2861 2811 2846 2855 2941 2839 2796 2919 2822 2856 2897 2809 2824 2826 2879 2863 2832 2792 2893 2854 2871 2868 2798 2784 2907 2806 2775 2782 2943 2889 2870 2842 2845 2925 2903 2869 2881 2825 2845 2777 2909 2868 2873 2904 2759 2901 2842 2924 2860 2836 2792 2774 2830 2787 2800 2800 2863 2877 2761 2884 2881 2880 2893 2834 2859 2895 2832 2823 2783 2875 2929 2914 2816 2896 2754 2963 2870 2915 2916 2745 2827 2955 2880 2806 2919 2799 2855 2865 2848 2818 2825 2847 2834 2769 2767 2952 2927 2857 2863 2804 2905 2796 2771 2864 2953 2889 2837 2745 2833 2819 2838 2894 2906 2910 2900 2875 2848 2767 2876 2873 2826 2808 2805 2849 2885 2900 2809 2829 2910 2890 2844 2834 2787 2853 2790 2886 2846 2807 2805 2944 2815 2774 2895 2771 2884 2904 2920 2888 2821 2902 2868 2904 2880 2851 2850 2860 2853 2813 2818 2861 2885 2814 2930 2867 2856 2761 2825 2918 2854 2874 2912 2897 2875 2774 2912 2783 2813 2895 2852 2793 2828 2915 2769 2830 2884 2813 2839 2816 2746 2787 2845 2811 2911 2863 2792 2833 2916 2836 2829 2866 2963 2909 2847 2873 2784 2847 2894 2865 2825 2829 2943 2862 2756 2742 2830 2915 2827 2885 2828 2817 2799 2850 2805 2725 2899 2772 2800 2802 2810 2898 2814 2833 2791 2817 2884 2827 2817 2904 2825 2866 2828 2738 2911 2822 2888 2851 2816 2939 2823 2802 2783 2736 2785 2831 2755 2787 2779 2828 2825 2903 2798 2860 2900 2858 2762 2810 2879 2788 2809 2793 2822 2953 2788 2804 2856 2767 2828 2913 2783 2883 2803 2730 2855 2893 2764 2753 2859 2834 2898 2742 2844 2768 2762 2833 2758 2770 2738 2907 2805 2849 2772 2744 2899 2858 2863 2848 2862 2930 2917 2869 2924 2905 2828 2844 2888 2854 2804 2933 2847 2933 2855 2778 2928 2790 2864 2795 2789 2969 2867 2799 2813 2835 2835 2950 2767 2807 2771 2914 2907 2826 2843 2924 2821 2886 2915 2821 2843 2755 2762 2864 2795 2812 2924 2793 2778 2892 2881 2817 2888 2882 2896 2850 2902 2898 2742 2789 2760 2867 2919 2776 2751 2895 2783 2853 2767 2882 2889 2829 2799 2864 2850 2872 2811 2892 2839 2837 2759 2876 2789 2770 2811 2892 2834 2783 2818 2745 2765 2841 2801 2778 2763 2848 2875 2851 2782 2804 2815 2850 2835 2785 2765 2793 2851 2779 2840 2806 2771 2857 2759 2855 2779 2771 2804 2929 2849 2865 2904 2749 2780 2888 2890 2768 2848 2858 2769 2815 2930 2835 2805 2836 2866 2832 2809 2839 2723 2835 2867 2843 2777 2931 2892 2751 2826 2861 2842 2919 2941 2824 2889 2785 2953 2875 2780 2938 2741 2762 2934 2880 2805 2806 2914 2737 2886 2872 2735 2813 2787 2808 2898 2876 2851 2749 2756 2880 2860 2740 2919 2923 2911 2841 2824 2833 2851 2800 2825 2773 2841 2901 2776 2900 2779 2871 2940 2957 2915 2753 2865 2737 2907 2798 2948 2894 2859 2859 2817 2879 2772 2934 2836 2807 2771 2852 2857 2786 2882 2869 2847 2833 2877 2803 2877 2895 2897 2817 2853 2780 2857 2741 2927 2864 2822 2713 2829 2814 2916 2815 2920 2846 2805 2763 2803 2803 2799 2930 2793 2817 2872 2833 2838 2884 2842 2759 2775 2828 2825 2949 2901 2839 2797 2837 2807 2810 2794 2834 2787 2814 2736 2805 2863 2792 2820 2791 2883 2813 2834 2814 2813 2746 2841 2777 2827 2841 2740 2740 2784 2917 2902 2846 2758 2826 2782 2795 2777 2769 2802 2810 2909 2786 2737 2796 2873 2838 2783 2892 2906 2786 2800 2871 2769 2928 2849 2847 2764 2909 2853 2831 2759 2839 2825 2803 2799 2890 2835 2825 2815 2785 2810 2829 2867 2933 2855 2836 2869 2750 2853 2884 2740 2853 2879 2923 2779 2800 2870 2841 2762 2760 2930 2811 2840 2840 2901 2826 2813 2837 2821 2863 2831 2784 2780 2795 2812 2826 2935 2835 2837 2806 2802 2768 2757 2726 2806 2838 2918 2843 2886 2805 2870 2962 2775 2890 2882 2813 2864 2818 2744 2789 2885 2878 2845 2831 2803 2822 2742 2876 2815 2898 2811 2893 2893 2875 2836 2911 2817 2772 2812 2804 2856 2778 2827 2800 2723 2835 2882 2785 2850 2797 2798 2826 2785 2818 2830 2794 2767 2813 2774 2812 2846 2799 2883 2802 2762 2776 2937 2942 2888 2858 2787 2783 2889 2810 2799 2793 2820 2763 2819 2786 2820 2773 2789 2759 2766 2806 2811 2866 2905 2907 2808 2850 2832 2739 2839 2824 2805 2817 2763 2777 2790 2799 2846 2814 2824 2797 2859 2774 2838 2808 2811 2799 2739 2829 2851 2885 2789 2916 2802 2794 2814 2831 2815 2776 2764 2806 2789 2809 2886 2790 2829 2852 2891 2813 2789 2773 2790 2899 2764 2857 2823 2771 2919 2882 2847 2866 2755 2810 2770 2798 2845 2800 2845 2759 2784 2902 2789 2899 2805 2850 2773 2877 2835 2797 2915 2803 2841 2786 2808 2868 2829 2892 2869 2835 2751 2787 2865 2807 2854 2874 2799 2845 2845 2797 2850 3003 2792 2818 2894 2816 2738 2907 2937 2879 2818 2858 2834 2810 2886 2872 2855 2828 2866 2834 2911 2869 2845 2782 2826 2843 2864 2859 2813 2833 2806 2851 2891 2965 2745 2756 2762 2734 2772 2800 2854 2890 2853 2855 2845 2889 2788 2869 2771 2839 2848 2865 2819 2819 2881 2838 2896 2881 2767 2917 2786 2879 2872 2822 2773 2814 2768 2889 2830 2817 2725 2823 2818 2811 2823 2908 2837 2828 2791 2715 2775 2851 2743 2880 2773 2743 2845 2871 2881 2845 2757 2830 2793 2891 2956 2853 2738 2889 2855 2925 2859 2766 2792 2824 2914 2838 2877 2791 2877 2798 2799 2830 2918 2807 2782 2789 2872 2853 2815 2876 2848 2865 2746 2846 2788 2836 2790 2833 2914 2767 2936 2860 2793 2830 2903 2891 2846 2787 2807 2874 2850 2892 2803 2771 2909 2905 2815 2786 2745 2842 2852 2829 2775 2833 2818 2821 2877 2746 2754 2756 2861 2783 2812 2788 2806 2804 2888 2843 2863 2816 2768 2864 2834 2855 2803 2816 2868 2896 2874 2849 2879 2777 2889 2777 2807 2866 2788 2806 2799 2928 2849 2841 2890 2808 2820 2797 2840 2852 2807 2799 2874 2834 2830 2803 2765 2784 2824 2816 2812 2753 2798 2800 2739 2852 2811 2817 2834 2801 2803 2907 2807 2926 2907 2827 2820 2866 2865 2785 2887 2819 2915 2873 2804 2779 2780 2826 2884 2795 2920 2904 2823 2796 2781 2881 2788 2896 2760 2922 2884 2796 2815 2800 2829 2898 2800 2800 2764 2925 2789 2778 2816 2763 2792 2826 2766 2875 2736 2727 2761 2831 2743 2879 2855 2898 2878 2924 2739 2818 2842 2836 2805 2821 2881 2764 2798 2807 2783 2741 2784 2841 2809 2801 2825 2782 2792 2790 2894 2900 2871 2798 2911 2760 2782 2852 2772 2744 2862 2794 2738 2857 2901 2807 2809 2823 2776 2753 2850 2832 2935 2865 2852 2862 2803 2839 2871 2834 2776 2815 2867 2818 2848 2804 2805 2734 2727 2895 2850 2751 2726 2859 2869 2835 2813 2895 2814 2822 2740 2789 2774 2827 2846 2874 2894 2764 2836 2783 2887 2793 2735 2787 2812 2831 2843 2796 2916 2804 2788 2922 2860 2938 2809 2886 2892 2809 2830 2890 2778 2848 2712 2810 2791 2810 2854 2910 2808 2827 2863 2793 2842 2857 2804 2833 2887 2809 2910 2875 2868 2747 2854 2857 2865 2894 2761 2736 2823 2846 2862 2874 2857 2738 2735 2743 2830 2907 2877 2862 2830 2869 2799 2798 2817 2899 2807 2818 2814 2873 2786 2809 2838 2847 2848 2858 2864 2832 2764 2841 2833 2840 2828 2865 2809 2741 2838 2752 2908 2800 2808 2795 2771 2799 2912 2801 2744 2805 2767 2730 2816 2781 2786 2793 2827 2817 2825 2858 2818 2853 2802 2764 2742 2884 2896 2864 2819 2917 2884 2900 2780 2732 2935 2808 2852 2832 2910 2920 2898 2878 2813 2823 2750 2859 2830 2859 2808 2876 2791 2908 2783 2818 2857 2905 2781 2802 2816 2757 2870 2761 2814 2795 2775 2876 2787 2922 2840 2843 2788 2801 2794 2788 2773 2790 2897 2908 2865 2898 2806 2837 2827 2805 2856 2790 2844 2783 2808 2819 2775 2860 2833 2788 2846 2805 2758 2830 2887 2831 2894 2855 2745 2851 2872 2847 2902 2801 2772 2756 2777 2782 2729 2794 2790 2829 2861 2878 2883 2829 2828 2883 2835 2873 2909 2766 2859 2883 2838 2822 2808 2731 2938 2823 2870 2847 2808 2812 2819 2830 2846 2869 2784 2814 2815 2869 2802 2796 2883 2799 2847 2859 2771 2812 2855 2821 2858 2843 2763 2815 2835 2793 2841 2828 2885 2821 2887 2795 2754 2790 2828 2713 2773 2843 2871 2818 2739 2849 2862 2893 2887 2894 2859 2948 2737 2874 2849 2910 2784 2821 2766 2936 2814 2833 2858 2749 2842 2788 2756 2781 2754 2716 2801 2884 2810 2755 2803 2823 2854 2810 2837 2774 2818 2827 2766 2801 2883 2855 2873 2842 2795 2842 2834 2837 2830 2898 2880 2749 2838 2765 2913 2772 2768 2744 2817 2845 2868 2842 2826 2822 2832 2786 2808 2742 2793 2798 2794 2873 2823 2764 2934 2842 2825 2759 2846 2847 2793 2766 2797 2735 2939 2853 2839 2768 2792 2775 2779 2837 2891 2766 2774 2765 2826 2859 2770 2880 2871 2885 2811 2875 2789 2902 2765 2743 2770 2723 2798 2812 2867 2834 2872 2891 2776 2828 2825 2772 2803 2764 2778 2886 2775 2815 2867 2850 2816 2792 2933 2846 2880 2863 2845 2874 2850 2851 2806 2839 2792 2856 2874 2760 2736 2843 2847 2872 2862 2854 2820 2985 2841 2844 2935 2835 2820 2825 2794 2749 2863 2791 2920 2820 2762 2795 2801 2837 2832 2861 2798 2839 2790 2797 2793 2778 2882 2781 2858 2772 2760 2778 2829 2822 2789 2765 2872 2745 2738 2900 2940 2732 2770 2758 2854 2820 2767 2897 2868 2831 2779 2831 2804 2777 2780 2810 2741 2776 2884 2855 2841 2831 2839 2822 2746 2814 2864 2799 2951 2840 2851 2829 2863 2779 2751 2753 2750 2769 2842 2819 2782 2863 2825 2810 2855 2823 2854 2793 2909 2836 2854 2821 2883 2776 2742 2831 2877 2838 2724 2841 2784 2860 2799 2785 2724 2756 2823 2852 2738 2766 2757 2868 2751 2834 2806 2860 2828 2748 2899 2720 2837 2900 2835 2860 2833 2881 2854 2841 2777 2818 2823 2793 2817 2849 2746 2875 2875 2770 2768 2717 2754 2837 2901 2789 2821 2833 2722 2805 2879 2878 2821 2779 2858 2886 2805 2787 2821 2840 2864 2832 2884 2755 2839 2816 2904 2858 2805 2800 2792 2833 2785 2768 2796 2749 2769 2832 2784 2765 2863 2926 2841 2767 2873 2855 2836 2782 2835 2807 2849 2770 2863 2725 2799 2766 2831 2881 2786 2774 2808 2805 2821 2869 2770 2827 2840 2942 2739 2795 2843 2851 2897 2833 2852 2873 2864 2818 2807 2816 2802 2781 2861 2768 2855 2755 2840 2772 2729 2778 2775 2750 2748 2844 2875 2820 2871 2818 2821 2760 2767 2763 2770 2804 2766 2762 2750 2794 2816 2869 2890 2839 2866 2839 2861 2750 2800 2812 2917 2879 2860 2830 2829 2857 2838 2746 2720 2860 2799 2893 2748 2786 2836 2769 2742 2865 2815 2794 2750 2888 2787 2849 2844 2807 2826 2766 2862 2813 2788 2845 2867 2774 2796 2837 2854 2947 2787 2771 2819 2759 2869 2766 2833 2727 2719 2806 2828 2909 2849 2816 2795 2825 2781 2734 2795 2774 2739 2725 2832 2758 2765 2839 2830 2829 2789 2786 2815 2792 2771 2822 2853 2836 2810 2840 2784 2842 2714 2770 2820 2873 2808 2829 2800 2734 2845 2790 2780 2817 2842 2792 2766 2832 2816 2824 2818 2752 2735 2877 2830 2775 2873 2836 2810 2885 2838 2864 2845 2754 2894 2804 2753 2836 2809 2813 2775 2814 2833 2761 2887 2783 2851 2826 2780 2758 2788 2854 2763 2840 2926 2801 2931 2823 2830 2820 2817 2916 2756 2781 2751 2885 2753 2862 2859 2781 2767 2807 2883 2824 2846 2836 2791 2805 2774 2867 2784 2840 2734 2815 2755 2810 2747 2732 2787 2780 2764 2785 2818 2775 2773 2850 2807 2769 2865 2865 2739 2827 2864 2771 2755 2774 2928 2818 2824 2799 2792 2767 2830 2813 2790 2788 2835 2792 2745 2735 2795 2740 2792 2848 2792 2753 2718 2838 2802 2811 2734 2839 2823 2844 2828 2848 2785 2791 2782 2781 2772 2740 2861 2777 2916 2834 2782 2820 2790 2799 2800 2836 2806 2803 2821 2819 2827 2803 2879 2792 2802 2751 2895 2882 2851 2921 2839 2839 2874 2808 2781 2769 2797 2778 2726 2790 2774 2811 2856 2847 2733 2889 2786 2786 2851 2750 2759 2871 2776 2856 2791 2848 2866 2778 2816 2827 2856 2722 2885 2828 2777 2771 2732 2806 2798 2729 2864 2819 2792 2918 2791 2761 2771 2860 2773 2890 2811 2794 2793 2859 2723 2782 2793 2828 2828 2787 2773 2758 2852 2839 2753 2847 2771 2788 2772 2789 2771 2860 2792 2789 2790 2800 2847 2836 2813 2813 2885 2830 2846 2832 2849 2760 2736 2779 2769 2848 2748 2822 2921 2790 2790 2853 2870 2866 2907 2749 2764 2786 2761 2870 2795 2791 2850 2838 2753 2917 2851 2737 2731 2752 2862 2824 2833 2808 2776 2842 2823 2774 2773 2824 2762 2831 2825 2849 2913 2834 2753 2879 2810 2811 2843 2870 2833 2814 2777 2860 2785 2750 2852 2831 2722 2835 2771 2792 2753 2774 2807 2821 2837 2828 2851 2756 2756 2734 2800 2837 2801 2758 2774 2850 2772 2734 2755 2807 2835 2813 2781 2808 2780 2802 2804 2795 2808 2864 2780 2831 2779 2801 2898 2835 2832 2818 2827 2760 2782 2813 2775 2701 2891 2761 2826 2776 2780 2811 2745 2797 2845 2807 2791 2764 2834 2839 2752 2782 2733 2847 2872 2734 2832 2830 2811 2790 2810 2767 2877 2729 2749 2739 2751 2768 2743 2812 2804 2879 2756 2792 2783 2819 2767 2758 2869 2867 2830 2826 2737 2814 2744 2851 2851 2926 2825 2830 2854 2912 2859 2749 2752 2806 2851 2836 2829 2844 2829 2852 2802 2805 2896 2757 2835 2843 2814 2737 2804 2820 2819 2763 2847 2812 2824 2791 2787 2838 2772 2862 2825 2840 2893 2755 2725 2856 2780 2777 2794 2786 2812 2971 2790 2776 2783 2768 2792 2829 2841 2762 2837 2857 2891 2861 2720 2753 2844 2865 2741 2765 2744 2802 2794 2799 2786 2822 2860 2880 2782 2767 2762 2784 2865 2750 2808 2790 2837 2859 2845 2866 2780 2814 2764 2897 2753 2817 2853 2758 2735 2786 2849 2855 2800 2841 2811 2800 2807 2769 2756 2760 2832 2787 2858 2758 2851 2795 2827 2863 2848 2820 2768 2795 2807 2772 2762 2814 2736 2798 2829 2822 2825 2884 2760 2873 2805 2872 2754 2804 2753 2770 2733 2851 2764 2764 2879 2788 2844 2783 2834 2848 2806 2815 2812 2771 2755 2847 2860 2780 2806 2762 2870 2755 2803 2835 2800 2813 2728 2900 2789 2853 2843 2736 2745 2852 2806 2746 2748 2739 2853 2813 2753 2763 2745 2762 2783 2777 2721 2741 2807 2819 2801 2812 2814 2817 2855 2801 2733 2766 2792 2830 2806 2807 2805 2798 2827 2818 2869 2859 2793 2838 2838 2776 2781 2743 2830 2866 2763 2730 2802 2854 2833 2835 2783 2831 2785 2853 2818 2833 2910 2773 2789 2754 2789 2868 2725 2834 2872 2844 2784 2855 2795 2869 2836 2804 2774 2762 2758 2804 2869 2758 2774 2757 2787 2757 2781 2836 2836 2819 2840 2823 2834 2798 2847 2790 2844 2817 2823 2915 2783 2837 2873 2816 2779 2823 2775 2767 2775 2828 2818 2769 2849 2825 2836 2746 2783 2827 2855 2909 2750 2788 2732 2731 2867 2787 2747 2818 2870 2915 2760 2795 2845 2855 2884 2824 2864 2831 2777 2812 2809 2779 2816 2817 2847 2792 2883 2836 2838 2892 2809 2833 2797 2718 2777 2811 2815 2877 2840 2813 2803 2844 2899 2903 2781 2923 2819 2825 2855 2860 2812 2877 2836 2855 2877 2841 2822 2826 2776 2845 2821 2732 2828 2749 2725 2776 2764 2866 2809 2807 2834 2890 2846 2790 2870 2872 2841 2755 2745 2815 2889 2810 2776 2781 2834 2877 2805 2766 2832 2751 2800 2787 2825 2803 2912 2858 2827 2802 2817 2730 2798 2728 2887 2850 2804 2802 2798 2812 2823 2810 2807 2847 2766 2760 2722 2714 2738 2793 2801 2770 2818 2812 2847 2829 2855 2771 2815 2719 2732 2812 2834 2871 2789 2792 2789 2832 2788 2809 2810 2799 2860 2820 2749 2711 2739 2804 2848 2870 2885 2860 2773 2769 2767 2851 2836 2829 2883 2835 2877 2756 2839 2851 2747 2824 2794 2887 2798 2925 2910 2839 2836 2816 2851 2865 2825 2808 2786 2795 2721 2783 2864 2866 2851 2789 2879 2868 2840 2877 2781 2826 2800 2779 2780 2843 2788 2789 2765 2751 2732 2900 2872 2753 2774 2797 2745 2826 2820 2819 2778 2842 2792 2848 2863 2823 2835 2837 2901 2833 2828 2902 2825 2795 2856 2798 2739 2851 2757 2806 2858 2904 2849 2892 2865 2836 2759 2780 2824 2823 2734 2743 2901 2786 2839 2796 2741 2744 2850 2732 2776 2926 2802 2800 2765 2815 2800 2783 2794 2733 2800 2804 2800 2895 2772 2837 2949 2856 2761 2826 2807 2792 2756 2753 2798 2750 2864 2845 2827 2754 2837 2860 2778 2782 2891 2773 2757 2728 2811 2753 2848 2815 2840 2844 2852 2863 2784 2800 2786 2850 2768 2798 2753 2789 2807 2733 2815 2834 2826 2849 2751 2833 2800 2806 2859 2844 2723 2785 2808 2781 2806 2817 2882 2737 2725 2738 2855 2773 2779 2784 2801 2768 2808 2722 2720 2893 2860 2806 2843 2797 2784 2785 2865 2757 2757 2750 2822 2831 2745 2754 2737 2850 2822 2793 2840 2737 2838 2826 2825 2845 2820 2757 2757 2784 2779 2741 2815 2827 2816 2784 2761 2833 2862 2904 2826 2836 2892 2824 2881 2774 2821 2831 2821 2784 2797 2788 2810 2864 2839 2856 2813 2846 2826 2859 2867 2849 2766 2783 2874 2816 2818 2862 2816 2846 2842 2811 2733 2775 2827 2800 2780 2786 2804 2813 2777 2751 2770 2790 2794 2849 2797 2803 2798 2813 2762 2730 2837 2845 2884 2773 2811 2801 2802 2845 2740 2776 2871 2817 2874 2758 2813 2773 2752 2819 2826 2796 2798 2806 2826 2772 2814 2867 2816 2846 2849 2819 2791 2828 2786 2816 2810 2800 2762 2877 2776 2811 2841 2874 2843 2845 2839 2869 2819 2772 2737 2720 2792 2782 2871 2819 2860 2852 2819 2784 2822 2807 2766 2770 2778 2783 2729 2910 2810 2821 2877 2852 2858 2743 2785 2769 2763 2734 2798 2871 2823 2834 2817 2779 2819 2745 2858 2798 2745 2752 2843 2841 2797 2785 2710 2833 2745 2762 2774 2738 2739 2762 2772 2823 2826 2810 2735 2764 2846 2855 2763 2794 2824 2804 2797 2740 2771 2753 2771 2749 2777 2761 2752 2754 2719 2782 2744 2820 2789 2753 2748 2760 2795 2818 2761 2804 2726 2837 2747 2768 2826 2802 2839 2774 2788 2804 2808 2838 2759 2844 2778 2831 2812 2880 2846 2813 2825 2716 2756 2771 2847 2847 2809 2744 2841 2808 2803 2822 2836 2796 2796 2865 2751 2899 2867 2869 2809 2738 2723 2864 2887 2817 2851 2776 2833 2837 2732 2805 2840 2789 2812 2849 2811 2870 2825 2831 2779 2824 2824 2818 2806 2810 2805 2850 2759 2760 2761 2839 2823 2868 2782 2816 2856 2820 2853 2872 2769 2754 2798 2823 2842 2799 2921 2767 2788 2803 2771 2804 2766 2833 2787 2851 2832 2814 2803 2777 2838 2781 2747 2808 2773 2828 2823 2825 2799 2725 2792 2851 2847 2772 2777 2842 2808 2799 2858 2816 2807 2875 2855 2890 2774 2800 2792 2735 2792 2744 2835 2760 2764 2830 2795 2861 2811 2804 2824 2761 2857 2856 2757 2761 2749 2876 2843 2836 2808 2826 2789 2807 2731 2855 2812 2780 2797 2877 2766 2814 2755 2792 2855 2876 2802 2759 2840 2831 2821 2802 2861 2851 2760 2833 2802 2784 2816 2861 2869 2796 2858 2794 2808 2785 2861 2856 2732 2802 2849 2843 2812 2824 2780 2836 2797 2750 2774 2812 2901 2807 2801 2856 2747 2806 2802 2773 2833 2758 2806 2748 2768 2834 2799 2791 2858 2800 2908 2847 2817 2846 2820 2821 2794 2802 2758 2890 2826 2762 2837 2831 2844 2805 2796 2752 2855 2848 2766 2850 2825 2858 2771 2765 2767 2849

Tree=0
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 2 0 6 6 4 6 4 6 6 0 1 0 0 2 6 6 6 1 0 4 6 4 4 6
split_gain=1.08069e+19 3.92273e+18 2.87633e+18 2.32448e+18 1.18059e+18 1.13056e+18 6.62847e+17 5.50767e+17 5.18805e+17 3.15761e+17 2.86704e+17 2.85769e+17 2.37459e+17 2.07829e+17 1.53875e+17 1.44148e+17 1.34653e+17 1.08075e+17 1.06206e+17 1.01143e+17 9.35531e+16 8.88041e+16 8.57412e+16 7.54852e+16 6.89617e+16 6.8049e+16 6.03708e+16 5.49207e+16 5.39114e+16 5.24363e+16
threshold=37.978059650000013 75.000000000000014 87.395000000000024 70.50500000000001 48.945000000000007 59.245000000000012 2810.0000000000005 59.825842200000004 48.005000000000003 112.00500000000001 10.500000000000002 69.605000000000004 10.500000000000002 91.02500000000002 41.365000000000002 55.633951400000008 30.425503950000003 54.604289300000012 55.633951400000008 3338.0000000000005 43.205000000000005 99.050000000000011 39.505000000000003 37.71815560000001 55.82518790000001 5.5000000000000009 74.615000000000009 10.500000000000002 10.500000000000002 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 4 5 6 22 12 8 17 25 27 -7 15 14 19 -2 -6 -10 -5 -13 -9 -14 -19 -1 24 -17 -3 -12 -4 -18 -8
right_child=2 3 9 7 11 10 29 13 16 -11 26 18 20 -15 -16 23 28 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4255980.4465702446 3746810.7699086252 3921299.00611425 4109226.1430357653 4103038.3557446655 4433974.8353237305 3901609.9015607792 3827554.1470785476 4599770.9010229744 4311523.4575461522 4474226.94436689 4000415.5445433543 4699244.5144920442 3823986.911419983 4910723.7926831748 3810902.1581569519 4837847.7744040107 4058576.5421399185 4308712.7672568671 5005155.4194960538 4113919.7053015972 3909041.594026268 4630858.0903398562 4418289.4556147316 4523832.717193 4608881.4866760038 4037171.27336063 4107025.783368919 4247330.9726792676 4199279.2253039936 3939854.7891856572
leaf_weight=75414 686533 65413 59361 21761 26958 495424 107372 41735 88622 51411 175568 16061 309932 24303 824465 37952 42656 51584 38684 4775 221911 10259 57257 17944 20132 225074 76157 55922 75310 67854
leaf_count=75414 686533 65413 59361 21761 26958 495424 107372 41735 88622 51411 175568 16061 309932 24303 824465 37952 42656 51584 38684 4775 221911 10259 57257 17944 20132 225074 76157 55922 75310 67854
internal_value=3.96473e+06 4.2297e+06 3.86462e+06 4.11864e+06 4.54588e+06 3.84051e+06 4.03828e+06 4.46852e+06 4.09723e+06 4.26813e+06 3.94577e+06 4.73079e+06 3.80201e+06 4.67373e+06 3.78178e+06 4.63266e+06 4.21838e+06 4.29471e+06 4.91541e+06 4.54989e+06 3.85948e+06 4.36215e+06 4.32603e+06 4.7031e+06 4.75849e+06 4.01108e+06 4.03267e+06 4.17622e+06 4.1484e+06 3.87104e+06
internal_weight=0 1.11712e+06 2.95668e+06 826718 290402 2.78999e+06 672301 154417 497075 166694 747149 157731 2.04284e+06 70813 1.511e+06 102986 206588 83604 54745 46510 531843 61843 132671 76028 58084 290487 251725 115283 117966 175226
internal_count=4073804 1117120 2956684 826718 290402 2789990 672301 154417 497075 166694 747149 157731 2042841 70813 1510998 102986 206588 83604 54745 46510 531843 61843 132671 76028 58084 290487 251725 115283 117966 175226
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 2 2 6 6 1 4 0 6 4 6 4 6 0 6 6 0 1 6 6 6 6 1 4 2
split_gain=8.75356e+18 3.17741e+18 2.36132e+18 1.89445e+18 9.58277e+17 8.24359e+17 5.09547e+17 4.98074e+17 4.29792e+17 3.65007e+17 2.94248e+17 1.6431e+17 1.63876e+17 1.60663e+17 1.58396e+17 1.55053e+17 1.32336e+17 1.26286e+17 1.01019e+17 9.46274e+16 6.75281e+16 6.72863e+16 6.09388e+16 5.76454e+16 5.60932e+16 4.6963e+16 4.57966e+16 4.42403e+16 4.15462e+16 4.13888e+16
threshold=37.978059650000013 75.000000000000014 68.00500000000001 68.00500000000001 54.710000000000008 99.050000000000011 2810.0000000000005 2810.0000000000005 49.010000000000012 47.005000000000003 30.438492500000006 10.500000000000002 55.633951400000008 95.045000000000016 10.500000000000002 41.505000000000003 10.500000000000002 66.990000000000023 59.848366150000011 120.05000000000001 101.02000000000002 55.633951400000008 82.956351500000011 88.825000000000003 33.005000000000003 73.995000000000019 34.010000000000012 30.425503950000003 9.5000000000000018 3999.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 15 11 9 10 16 24 13 22 25 -5 29 -1 26 -14 28 -7 -9 -17 -4 -12 -3 -6 -2 -26 -11 -10
right_child=2 3 5 7 12 19 -8 20 14 18 23 -13 17 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=276798.1116461723 -209572.9559387308 -50316.6076978946 28310.345581500991 579305.89583791024 455624.86890285241 291633.50829109788 -89642.851165091197 91769.275376739257 -76839.672242051878 74950.798707352325 312391.28347578913 120936.70137224333 686841.35139859212 923701.11041135853 -8470.1708685964568 306247.00581022323 -114152.67000736904 921762.29454308585 296318.16593541089 497259.82266207359 417331.86683163838 528733.69360204076 -75508.308226583613 535569.42066458252 112982.85699910643 694753.06202421756 -166819.86834035339 23435.080539275212 200065.60726172768 -127120.03231621695
leaf_weight=91509 373667 56274 169306 50433 21850 57585 168609 37987 323563 42464 45021 168693 47571 18520 248197 18159 402341 44093 87261 36607 7655 54061 84885 15578 95509 13159 760453 130628 70779 331387
leaf_count=91509 373667 56274 169306 50433 21850 57585 168609 37987 323563 42464 45021 168693 47571 18520 248197 18159 402341 44093 87261 36607 7655 54061 84885 15578 95509 13159 760453 130628 70779 331387
internal_value=0 238476 -90103.1 138520 523031 104011 60022.7 430443 -131246 112278 530523 44420.6 729553 671807 -76499.9 363250 -163426 799845 215458 371549 146372 472792 -6359.04 369763 39023.4 545507 -180906 61255.6 153150 -102280
internal_weight=0 1.11712e+06 2.95668e+06 826718 290402 517076 651524 175194 2.43961e+06 482915 129552 422884 126673 68953 903147 163729 1.53646e+06 91664 200504 94192 45642 72220 254191 60599 282411 35009 1.13412e+06 226137 113243 654950
internal_count=4073804 1117120 2956684 826718 290402 517076 651524 175194 2439608 482915 129552 422884 126673 68953 903147 163729 1536461 91664 200504 94192 45642 72220 254191 60599 282411 35009 1134120 226137 113243 654950
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 0 2 6 6 4 6 6 4 6 2 0 2 1 0 0 6 6 1 2 0 6 6 2 0
split_gain=7.09039e+18 2.5737e+18 1.9308e+18 1.55055e+18 7.85794e+17 7.68594e+17 4.53452e+17 3.77428e+17 2.37727e+17 1.94379e+17 1.92844e+17 1.88258e+17 1.8759e+17 1.54309e+17 1.02987e+17 1.00357e+17 9.45897e+16 7.77743e+16 7.30255e+16 7.23857e+16 6.99691e+16 6.40594e+16 6.18321e+16 6.0936e+16 6.02079e+16 5.73274e+16 5.53355e+16 4.98641e+16 4.66586e+16 8.31111e+16
threshold=37.978059650000013 75.000000000000014 88.00500000000001 65.00500000000001 48.810000000000009 59.245000000000012 59.825842200000004 2810.0000000000005 46.010000000000012 84.00500000000001 10.500000000000002 69.605000000000004 110.01500000000001 10.500000000000002 41.505000000000003 2810.0000000000005 55.633951400000008 3338.0000000000005 30.425503950000003 55.633951400000008 55.633951400000008 43.205000000000005 94.02500000000002 37.71815560000001 3338.0000000000005 55.850146250000009 88.825000000000003 35.705000000000005 3999.0000000000005 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 19 13 15 8 -3 17 28 16 -4 14 -2 26 -6 -8 -10 -1 -13 -15 -17 25 -11 -18 -5 -21 29 -7
right_child=2 3 12 6 11 10 9 -9 18 24 -12 20 -14 21 -16 22 23 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=165204.91030445741 -176975.32264136127 32580.771417326367 178972.5740665138 259891.0214722266 381036.71345496154 322225.33858462831 454928.13310794201 -85476.381509873754 250321.65124251941 745197.88869335793 56587.069255422794 595908.54792587401 407388.51372113056 -115253.44179101536 -124567.02561594071 54183.82522232987 710300.13875247468 74393.407207340264 124914.35791010033 219112.25784451622 844206.72084488871 -44871.606541655943 336684.7460895899 437889.2485400989 204160.36489199844 488689.85574928869 476120.79722860781 378338.37953320472 -79429.453640241249 -28494.253413867842
leaf_weight=33907 690530 272916 103876 52793 26984 6960 47724 160778 80819 33825 255233 16061 54988 309932 820468 35305 41973 6052 109135 27124 38684 221911 9926 17950 2190 16170 15255 71549 261391 231395
leaf_count=33907 690530 272916 103876 52793 26984 6960 47724 160778 80819 33825 255233 16061 54988 309932 820468 35305 41973 6052 109135 27124 38684 221911 9926 17950 2190 16170 15255 71549 261391 231395
internal_value=0 214629 -81092.8 124668 470728 -100349 364668 46520.4 92369.5 532510 -14132.8 621496 258035 -132212 -148518 231628 541901 412102 178271 291255 771361 -85886.7 116179 598947 712298 648669 308365 334569 -50251.3 -18253.2
internal_weight=0 1.11712e+06 2.95668e+06 826718 290402 2.79782e+06 203070 623648 462870 89791 754979 157822 158864 2.04284e+06 1.511e+06 113279 103077 53776 189954 132580 54745 531843 45231 76093 36015 58143 68048 98673 499746 238355
internal_count=4073804 1117120 2956684 826718 290402 2797820 203070 623648 462870 89791 754979 157822 158864 2042841 1510998 113279 103077 53776 189954 132580 54745 531843 45231 76093 36015 58143 68048 98673 499746 238355
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 2 6 6 0 6 4 6 4 4 0 0 0 4 6 5 0 0 6 2 6 6 2 0 1
split_gain=5.74321e+18 2.0847e+18 1.59307e+18 1.27194e+18 6.43219e+17 5.62036e+17 3.84023e+17 3.33153e+17 2.66085e+17 2.65109e+17 1.71025e+17 1.21346e+17 9.84083e+16 9.56014e+16 8.76916e+16 8.6788e+16 7.46986e+16 6.86669e+16 5.90703e+16 5.49176e+16 6.74061e+16 5.32926e+16 5.12778e+16 4.87051e+16 4.84459e+16 4.81523e+16 4.80751e+16 4.70021e+16 5.57017e+16 4.52182e+16
threshold=37.978059650000013 75.000000000000014 67.00500000000001 74.015000000000015 46.010000000000012 100.05000000000001 2810.0000000000005 51.015000000000008 49.010000000000012 59.825842200000004 64.015000000000015 10.500000000000002 102.04000000000001 10.500000000000002 10.500000000000002 59.838047850000002 55.633951400000008 55.649510000000014 5.5000000000000009 142.05000000000004 2.5000000000000004 54.604289300000012 55.633951400000008 104.01000000000001 3338.0000000000005 38.805000000000007 61.025000000000006 3999.0000000000005 43.687280500000007 37.71815560000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 22 11 7 18 14 21 17 27 24 -10 -2 -9 -12 -6 -3 -7 -21 -5 -1 -23 -11 -20 -17 28 -4 -19
right_child=2 3 5 9 10 19 -8 15 13 12 16 -13 -14 -15 -16 26 -18 29 25 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=141177.0400701974 -147167.76445555754 -41629.632148161501 367398.49410591577 115687.00995862985 330790.91882253648 278616.48537817062 -65543.825392056358 143455.09291974557 -84095.462121868972 517095.36918710382 507979.4499524617 101218.12926812736 792969.64198924915 -9888.2225781905072 -92828.575217059741 211817.5910432316 731714.92621263769 565212.98888584913 18370.130634740064 -169072.37212820293 546722.03140505857 277946.2507923615 288823.13819169265 553602.42024197557 151656.02010575609 107084.64788623036 357738.32684674219 -42896.018492619893 26606.594901571068 372052.09611496492
leaf_weight=31549 1134120 70426 4985 17377 27734 68786 182833 108362 636850 42523 20969 182128 13460 238672 402341 51638 51751 49937 123560 1444 14795 43750 92459 7510 3966 121193 40120 145980 126583 16003
leaf_count=31549 1134120 70426 4985 17377 27734 68786 182833 108362 636850 42523 20969 182128 13460 238672 402341 51638 51751 49937 123560 1444 14795 43750 92459 7510 3966 121193 40120 145980 126583 16003
internal_value=0 193166 -72983.5 112202 423655 81478.9 58968.4 103147 -107866 401220 552135 37792.1 554860 -63866.2 -132938 204054 667200 462809 39075.9 317666 483072 267028 251260 318332 485920 62298.4 275620 -3828.3 39518.9 518335
internal_weight=0 1.11712e+06 2.95668e+06 826718 290402 544701 698132 515299 2.41198e+06 128586 166394 459676 59949 875522 1.53646e+06 200120 72720 93674 315179 85025 16239 68637 124008 51260 46489 244753 91758 277548 131568 65940
internal_count=4073804 1117120 2956684 826718 290402 544701 698132 515299 2411983 128586 166394 459676 59949 875522 1536461 200120 72720 93674 315179 85025 16239 68637 124008 51260 46489 244753 91758 277548 131568 65940
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 0 2 6 6 6 4 6 6 6 6 0 2 4 0 1 1 0 4 0 0 7 4 4 0
split_gain=4.66931e+18 1.72161e+18 1.30445e+18 1.05017e+18 5.27913e+17 4.86383e+17 3.13148e+17 2.37518e+17 1.48058e+17 1.39118e+17 1.32884e+17 1.1468e+17 1.10556e+17 9.25105e+16 8.88987e+16 7.5438e+16 7.23172e+16 7.21765e+16 6.91799e+16 6.50628e+16 5.5741e+16 5.05509e+16 5.40273e+16 4.29099e+16 4.00624e+16 3.98876e+16 3.8578e+16 4.02511e+16 3.71878e+16 3.71148e+16
threshold=38.066230450000006 75.000000000000014 87.395000000000024 64.015000000000015 54.710000000000008 59.505000000000003 59.838047850000002 2810.0000000000005 45.005000000000003 89.00500000000001 112.00500000000001 10.500000000000002 39.355000000000011 40.610000000000007 79.710000000000022 92.02500000000002 55.633951400000008 2810.0000000000005 10.500000000000002 60.05226170000001 30.410676000000006 37.71815560000001 55.858844800000007 14.500000000000002 43.687280500000007 55.390026600000006 6.0000000000000009 2.5000000000000004 5.5000000000000009 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 12 15 8 25 19 -4 -7 24 -1 16 17 -6 -5 26 -8 -10 22 -18 -12 -2 -3 27 -14 -22 -15
right_child=2 3 10 6 14 11 9 -9 20 -11 23 -13 18 29 -16 -17 21 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=190543.48671031481 -2093.3616820660227 -147480.26279582511 145565.963582305 214644.52603541187 349713.91712705378 -41691.412301235425 386166.28002125974 -70427.184263994626 200690.13038917014 619940.76368134364 279330.19979646819 42161.263934799623 -185681.96509910771 230536.03198366726 697870.44845852384 349959.1278004786 641712.67404997803 43864.484819686761 -52403.933451011144 75506.743544143028 -15046.139384910206 392896.07846965455 409555.14546319866 479065.35702537542 -142925.8062606648 30492.937987639005 -146495.4975793621 -88997.742799842235 120640.86964213588 383795.92599247757
leaf_weight=85216 20771 13235 114612 67055 26449 487683 56940 161249 78396 26929 35748 245057 45871 21922 26392 23398 43498 39222 343718 7647 25340 17309 13026 15385 733586 259597 179926 702480 99554 56593
leaf_count=85216 20771 13235 114612 67055 26449 487683 56940 161249 78396 26929 35748 245057 45871 21922 26392 23398 43498 39222 343718 7647 25340 17309 13026 15385 733586 259597 179926 702480 99554 56593
internal_value=0 170814 -67101.1 99622.2 381288 -83469.2 287362 34469.7 69995.3 428997 205373 -13647.8 -108717 262695 534573 187405 491597 151617 -90729.2 349385 134597 542423 588212 339427 -139048 21859.5 -104920 -94924.1 93111.1 341005
internal_weight=0 1.14897e+06 2.92484e+06 858562 290405 2.75909e+06 221191 637371 476122 91516 165745 732740 2.02635e+06 163731 126674 129675 100282 106277 1.272e+06 64587 203290 73833 56524 51133 754357 272832 928277 748351 124894 78515
internal_count=4073804 1148967 2924837 858562 290405 2759092 221191 637371 476122 91516 165745 732740 2026352 163731 126674 129675 100282 106277 1271995 64587 203290 73833 56524 51133 754357 272832 928277 748351 124894 78515
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 6 1 6 2 6 2 6 1 4 0 1 4 2 2 1 6 4 6 7 0 5 0 1 6
split_gain=3.78821e+18 1.40828e+18 1.06729e+18 8.75998e+17 4.30374e+17 3.51284e+17 2.37527e+17 1.96115e+17 1.91471e+17 1.27601e+17 1.23984e+17 1.0895e+17 8.61347e+16 7.61969e+16 6.38144e+16 6.0497e+16 6.03283e+16 5.90135e+16 5.44905e+16 5.40711e+16 5.38619e+16 5.00055e+16 4.95866e+16 4.05608e+16 3.91493e+16 3.87478e+16 3.7847e+16 3.59214e+16 4.94348e+16 3.32813e+16
threshold=38.109452700000006 75.000000000000014 69.015000000000015 72.020000000000024 45.305000000000007 98.020000000000024 50.010000000000012 30.438492500000006 49.010000000000012 2810.0000000000005 61.425000000000004 2810.0000000000005 100.05000000000001 82.956351500000011 10.500000000000002 55.667390500000003 30.410676000000006 10.500000000000002 2810.0000000000005 3338.0000000000005 30.425503950000003 125.02000000000002 5.5000000000000009 28.980000000000004 6.0000000000000009 55.649510000000014 2.5000000000000004 43.687280500000007 40.965343750000009 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 4 8 6 23 13 11 12 17 16 25 20 19 22 -10 -12 -8 27 -9 -5 -3 -7 -4 -1 -15 -6 -23 28 -2 -17
right_child=2 3 5 7 10 21 9 18 14 -11 15 -13 -14 24 -16 29 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-21456.296673360423 92947.99482774896 77682.604681752273 -24119.091591200606 413165.74068559887 255742.63108151837 195432.05770995162 223204.44589020559 262504.15210729942 -68387.610039930063 5188.7901244613931 419793.75575494394 -86519.122922734416 629991.3069992275 21120.267655062635 -9016.1589063354022 558090.8801994191 112897.97814296038 -76804.541421692455 86112.694186500317 129405.79437398355 -5482.469624839503 -104289.13821697423 78559.15087918374 213673.04752407596 -101856.27262042626 403718.61730175826 377344.19392315642 -124955.53630739507 -156713.44929856455 763855.07803515508
leaf_weight=7849 17898 128183 58945 44555 25204 65370 80524 51544 656875 77618 31359 113649 16899 50421 249911 44678 129029 392631 26526 7907 198425 1729 232749 112376 53201 59400 28945 1085623 14242 9539
leaf_count=7849 17898 128183 58945 44555 25204 65370 80524 51544 656875 77618 31359 113649 16899 50421 249911 44678 129029 392631 26526 7907 198425 1729 232749 112376 53201 59400 28945 1085623 14242 9539
internal_value=0 152350 -61036.8 89011.9 343159 73319.4 43963.2 311283 -88348.5 114716 445480 -2187.54 433645 31642.8 -52024.8 530349 155285 -110156 202571 370398 27157.1 244860 57810.1 198322 -42017.6 359636 350196 -121871 -17682.9 594293
internal_weight=0 1.16526e+06 2.90854e+06 874859 290405 491360 727428 147431 2.41718e+06 287171 170180 440257 69361 395316 906786 85576 209553 1.51039e+06 78070 52462 326608 96044 291694 120225 103622 84604 30674 1.11776e+06 32140 54217
internal_count=4073804 1165264 2908540 874859 290405 491360 727428 147431 2417180 287171 170180 440257 69361 395316 906786 85576 209553 1510394 78070 52462 326608 96044 291694 120225 103622 84604 30674 1117763 32140 54217
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 6 0 6 2 2 6 4 6 6 4 0 6 6 0 0 0 1 0 7 4 0 6 0 1
split_gain=3.06845e+18 1.1407e+18 8.69276e+17 7.1608e+17 3.50262e+17 3.25617e+17 2.20489e+17 1.43282e+17 1.19647e+17 1.1254e+17 9.46641e+16 6.99478e+16 6.96045e+16 6.09663e+16 5.95578e+16 5.8785e+16 5.49604e+16 5.21305e+16 4.96861e+16 4.30853e+16 4.10596e+16 4.01916e+16 4.95935e+16 6.39866e+16 3.66349e+16 5.62954e+16 3.40676e+16 3.39193e+16 3.36088e+16 5.14811e+16
threshold=38.109452700000006 75.000000000000014 65.00500000000001 75.010000000000005 55.805000000000007 92.02500000000002 52.015000000000008 59.838047850000002 42.005000000000003 2810.0000000000005 2810.0000000000005 36.905000000000008 10.500000000000002 73.995000000000019 118.04500000000002 10.500000000000002 59.848366150000011 102.04000000000001 35.010000000000012 59.838047850000002 55.667390500000003 55.649510000000014 37.71815560000001 55.82518790000001 6.0000000000000009 5.5000000000000009 43.687280500000007 116.05000000000001 43.687280500000007 40.024897700000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 11 15 10 27 26 16 18 -1 24 20 -7 -4 -8 -9 -3 -20 -6 -13 23 -23 25 -10 -2 -5 29 -14
right_child=2 3 5 7 13 14 9 17 12 -11 -12 21 28 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=110605.87091693707 4211.4250208704934 -35267.866485244231 -13345.884965032512 182697.83696085698 284675.88939622667 147716.14263498547 107789.02915528667 366729.75623545464 -90871.255264386113 9165.8398600848359 -75264.258239161063 165354.76397824957 373621.85621104989 533548.45050595899 294404.46264539083 59365.43067041778 212697.71864679322 593971.14724368544 15082.699214050002 98441.68444577312 438195.83403832745 410695.67541210842 164776.27480765118 204882.21085628276 -117588.73707676624 -37658.334389989432 -111676.02736337628 413981.29020344705 -27944.89936067193 -172119.8894131915
leaf_weight=45854 26043 92428 289771 63053 26497 84499 120136 42298 445511 76268 120887 35490 4985 43535 41162 180418 85462 13260 146526 107491 50864 41518 22902 23745 175182 359027 977208 7050 322088 2646
leaf_count=45854 26043 92428 289771 63053 26497 84499 120136 42298 445511 76268 120887 35490 4985 43535 41162 180418 85462 13260 146526 107491 50864 41518 22902 23745 175182 359027 977208 7050 322088 2646
internal_value=0 137115 -54933.1 80110.7 308843 52770.8 43058.5 301018 -82682.3 112912 927.379 216095 -62773.1 438885 195766 14554.4 151397 420965 27513.4 50357.3 385614 255213 291384 335813 -76148.2 -67124.9 -108668 205957 -23030.6 184389
internal_weight=0 1.16526e+06 2.90854e+06 874859 290405 595850 749198 125661 2.31269e+06 281866 467332 169509 1.30944e+06 120896 125661 470189 205598 55558 346445 254017 77361 123655 88165 65263 979720 804538 1.00325e+06 70103 329719 7631
internal_count=4073804 1165264 2908540 874859 290405 595850 749198 125661 2312690 281866 467332 169509 1309439 120896 125661 470189 205598 55558 346445 254017 77361 123655 88165 65263 979720 804538 1003251 70103 329719 7631
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 2 4 6 6 4 6 6 0 1 6 0 0 1 4 7 1 4 0 1 0 4 7 0 0
split_gain=2.48544e+18 9.2397e+17 7.09987e+17 5.91096e+17 2.91608e+17 2.69011e+17 1.87129e+17 1.291e+17 1.27582e+17 8.97275e+16 8.4743e+16 8.43022e+16 7.08874e+16 6.46332e+16 5.07121e+16 4.94961e+16 4.38001e+16 4.2868e+16 4.22362e+16 5.53025e+16 4.29674e+16 4.17027e+16 4.02828e+16 3.57434e+16 6.6217e+16 3.82816e+16 3.79114e+16 3.53753e+16 4.40131e+16 3.39018e+16
threshold=38.109452700000006 75.000000000000014 87.395000000000024 64.015000000000015 45.305000000000007 50.010000000000012 2810.0000000000005 5.5000000000000009 84.810000000000016 42.005000000000003 10.500000000000002 70.00500000000001 108.05000000000001 55.520061350000013 30.425503950000003 34.010000000000012 54.988402950000008 55.676890650000011 82.956351500000011 5.5000000000000009 6.0000000000000009 30.438492500000006 14.500000000000002 43.687280500000007 40.965343750000009 55.030407050000001 5.5000000000000009 6.0000000000000009 43.687280500000007 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 15 8 -3 14 -9 18 17 -4 -11 -5 -2 27 -6 19 -7 -20 -10 -14 24 -17 -25 -27 28 -12 -19
right_child=2 3 12 6 11 10 -8 9 21 13 16 -13 22 -15 -16 23 -18 29 20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=158737.08097687707 -117798.12274179948 -55200.910514018535 102568.79442384973 281929.38161544863 236215.12919728082 -62944.506608898919 62530.342997072046 3655.3614791055879 463702.55983729532 -3879.2512416902973 285076.40298352216 466758.44685506728 184562.08123608626 115756.44826222784 144326.88650864418 173646.7682044371 50227.176999207863 392542.14421515504 -41435.037921625357 917.4164400100708 -122355.63368173401 286426.22074629698 362557.13516642811 -97229.332027212877 -128268.41713431751 -94133.263127905317 -37356.464232565144 -73475.212971771325 1527.5576739435239 213465.91267976403
leaf_weight=120225 425624 157052 104828 47782 43575 243044 61112 231964 32664 58085 5785 53055 41648 202908 60943 15425 178366 60751 155043 306736 113766 22349 18302 619968 13731 194837 296692 72827 101918 12799
leaf_count=120225 425624 157052 104828 47782 43575 243044 61112 231964 32664 58085 5785 53055 41648 202908 60943 15425 178366 60751 155043 306736 113766 22349 18302 619968 13731 194837 296692 72827 101918 12799
internal_value=0 123403 -49439.8 72099.6 277959 -61547.6 211857 23755.2 267590 48909.9 -25434.1 362184 152170 89131.1 204800 -88696.7 15081.5 314814 -43197.5 -27314.3 -75682.4 391684 238902 -77837.7 31460 -80704.7 -59862.2 -19642.9 16757.7 361380
internal_weight=0 1.16526e+06 2.90854e+06 874859 290405 2.74376e+06 224850 650009 163738 492957 1.17748e+06 170180 164778 260993 108725 1.56628e+06 358896 117125 818589 549780 268809 55013 59950 1.14065e+06 29156 1.1115e+06 491529 180530 107703 73550
internal_count=4073804 1165264 2908540 874859 290405 2743762 224850 650009 163738 492957 1177485 170180 164778 260993 108725 1566277 358896 117125 818589 549780 268809 55013 59950 1140653 29156 1111497 491529 180530 107703 73550
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 6 6 1 2 2 6 1 0 4 0 1 4 6 1 6 4 1 6 0 1 2 1 1 4
split_gain=2.01321e+18 7.48415e+17 6.03388e+17 4.822e+17 2.40374e+17 1.68877e+17 1.61753e+17 1.23645e+17 8.91463e+16 8.18806e+16 7.76246e+16 6.81383e+16 6.22472e+16 4.89221e+16 4.6406e+16 4.46659e+16 4.42245e+16 4.10725e+16 3.83756e+16 3.69454e+16 3.65286e+16 3.52593e+16 3.42582e+16 3.40113e+16 3.38511e+16 3.13089e+16 3.03106e+16 3.02492e+16 4.22416e+16 3.7175e+16
threshold=38.109452700000006 75.000000000000014 73.41500000000002 78.010000000000005 59.815000000000005 54.010000000000012 102.04000000000001 49.895000000000003 30.438492500000006 2810.0000000000005 2810.0000000000005 41.285000000000004 82.956351500000011 55.633951400000008 18.500000000000004 55.418618900000006 30.410676000000006 10.500000000000002 37.005000000000003 37.71815560000001 102.04000000000001 14.500000000000002 82.901648750000021 86.920000000000016 55.858844800000007 37.331232350000008 451.00000000000006 82.956351500000011 82.860505900000007 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 7 5 11 10 12 17 20 16 15 -1 22 -6 27 -3 -7 -2 -17 24 -5 -8 -4 -14 -15 -13 -10 28 29 -9
right_child=2 3 6 8 13 9 21 14 26 -11 -12 25 23 19 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=122318.79706534343 -90309.140217086722 -105728.54369138692 54942.885405131266 302611.41464121512 265063.32245478895 192885.95824362576 152714.75303344565 -70972.608234742875 239496.21000761772 9667.261673151972 -63991.690121058586 -28316.368235266251 51017.537399924775 507677.79974882054 32866.067134104836 -9611.6522470849977 96064.64342992146 -52894.404978072795 60121.985713139329 289552.10615229385 485501.60202353785 296989.9230618673 204475.49817812003 -78548.311116814759 321381.66529915901 252410.32235703373 89063.001990341305 -72187.293423217998 66372.599108663868 -19309.09333350978
leaf_weight=90113 1125363 24053 217369 37481 27109 77635 52346 214841 30569 72247 129581 4138 31290 40798 91167 122728 120244 396878 221071 15896 15411 25043 16483 57475 12818 99533 23839 242438 41849 395998
leaf_count=90113 1125363 24053 217369 37481 27109 77635 52346 214841 30569 72247 129581 4138 31290 40798 91167 122728 120244 396878 221071 15896 15411 25043 16483 57475 12818 99533 23839 242438 41849 395998
internal_value=0 111063 -44495.8 64889.7 250163 37131.7 69565.3 -62683.8 263454 100784 2566 185921 38420.2 379007 -35102.4 26011.9 134051 -80554.4 35228.7 423444 355900 199402 65482.7 -32875.9 463140 241205 173584 -42024.8 -30821.1 -37479.9
internal_weight=0 1.16526e+06 2.90854e+06 874859 290405 767559 400006 2.50853e+06 107300 270126 497433 193784 322617 96621 986293 367852 197879 1.52224e+06 343799 69512 52892 77389 233852 88765 53616 103671 54408 895126 652688 610839
internal_count=4073804 1165264 2908540 874859 290405 767559 400006 2508534 107300 270126 497433 193784 322617 96621 986293 367852 197879 1522241 343799 69512 52892 77389 233852 88765 53616 103671 54408 895126 652688 610839
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 0 4 0 0 1 6 0 6 0 4 6 4 4 6 1 6 5 6 7 4 7 6 0 0
split_gain=1.63378e+18 6.18335e+17 4.89228e+17 4.07627e+17 1.96313e+17 1.83815e+17 1.45687e+17 9.13941e+16 7.0891e+16 6.82925e+16 1.1704e+17 6.41841e+16 6.07164e+16 6.02031e+16 5.71377e+16 5.67187e+16 5.30701e+16 4.82709e+16 4.78666e+16 4.59198e+16 4.16279e+16 3.66842e+16 4.47311e+16 3.35433e+16 3.3081e+16 3.40439e+16 3.22099e+16 3.1108e+16 3.00102e+16 2.959e+16
threshold=38.247071200000008 75.000000000000014 64.015000000000015 61.025000000000006 60.910000000000004 96.050000000000011 59.838047850000002 5.5000000000000009 60.05226170000001 43.687280500000007 40.965343750000009 34.010000000000012 55.030407050000001 40.610000000000007 55.520061350000013 5.5000000000000009 98.020000000000024 18.500000000000004 16.500000000000004 40.490000000000002 37.318079750000003 142.05000000000004 2.5000000000000004 116.05000000000001 6.0000000000000009 5.5000000000000009 6.0000000000000009 85.020000000000024 55.030407050000001 55.595177750000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 13 17 18 -3 16 10 -2 -11 26 -1 -9 -14 -8 24 23 -16 -6 -7 -23 -5 25 -4 -13 -22 -26 -15
right_child=2 3 5 6 20 21 8 14 -10 11 -12 12 15 29 19 -17 -18 -19 -20 -21 27 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=106888.92598734636 168400.56607224757 -51094.357210135371 -35364.610270390054 53758.716400369107 20923.034083627786 132748.77262060181 247052.34973536307 -35263.039215335099 11310.941518642709 -101529.72476616761 -107991.81240766804 -61723.471443395203 -71635.233986027364 95450.797459248279 14667.912728543208 -15749.41073914498 451092.07614782761 91406.591404085557 180327.14202463129 84721.413806329569 335236.15933109215 -242599.91467468394 349403.81366417254 297663.27973429399 -81105.28798749765 35536.418142025032 -100512.51021218626 492166.99584230385 26982.372510642268 238157.84110510955
leaf_weight=85216 33233 163477 92320 110749 3693 88474 78385 91265 10949 407432 28425 684036 289378 17002 171410 487607 15223 68037 53612 206053 69122 1399 14555 5941 77153 254182 311596 15456 38508 99916
leaf_count=85216 33233 163477 92320 110749 3693 88474 78385 91265 10949 407432 28425 684036 289378 17002 171410 487607 15223 68037 53612 206053 69122 1399 14555 5941 77153 254182 311596 15456 38508 99916
internal_value=0 98148.5 -40861 57488.9 225147 36650.4 159157 13287.3 252073 -62804.5 40980.7 -65739.8 -57513.6 170814 35741.5 -36563.4 280234 12765.8 102112 52909.4 349564 157917 297491 66176.6 1188.71 16646 -73863 363914 -45118.7 217406
internal_weight=0 1.19747e+06 2.87634e+06 907064 290405 634628 274859 632205 104557 2.24171e+06 61658 2.18005e+06 1.77262e+06 202134 468728 776985 93608 530200 170302 377463 88271 104428 15954 116690 462163 346502 995632 84578 115661 116918
internal_count=4073804 1197469 2876335 907064 290405 634628 274859 632205 104557 2241707 61658 2180049 1772617 202134 468728 776985 93608 530200 170302 377463 88271 104428 15954 116690 462163 346502 995632 84578 115661 116918
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 4 6 6 6 2 0 1 4 6 0 1 0 6 4 0 1 0 4 1 0 6 4 7 0 1
split_gain=1.32336e+18 5.00852e+17 4.06555e+17 3.36849e+17 1.62913e+17 1.1553e+17 1.03345e+17 9.00832e+16 8.74534e+16 6.45674e+16 5.67706e+16 5.19591e+16 5.08473e+16 4.90414e+16 3.86519e+16 4.71038e+16 5.01085e+16 3.73586e+16 3.48042e+16 3.11005e+16 3.16114e+16 3.14064e+16 2.97901e+16 2.95818e+16 2.85824e+16 2.85749e+16 2.83552e+16 3.06578e+16 3.45372e+16 8.17874e+16
threshold=38.247071200000008 75.000000000000014 74.015000000000015 78.010000000000005 46.010000000000012 5.5000000000000009 102.04000000000001 43.010000000000012 48.945000000000007 2810.0000000000005 55.520061350000013 37.318079750000003 10.500000000000002 81.705000000000013 55.676890650000011 37.768783500000005 55.82518790000001 103.03500000000001 18.500000000000004 55.633951400000008 37.71815560000001 55.850146250000009 2.5000000000000004 30.509101000000005 43.550475500000012 33.585000000000008 2.5000000000000004 6.0000000000000009 43.687280500000007 40.965343750000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 19 23 12 -7 25 17 -9 -6 -4 14 -13 16 -16 -5 26 -1 21 -21 -8 -3 -24 -2 -10 28 29 -28
right_child=2 3 6 9 11 7 22 10 18 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=30144.007875279538 -90916.466209099934 25047.126564552025 547.76249997261016 223869.33299095035 -7236.0490578154131 5145.2916503114502 -205871.87044850318 9544.577983593048 -130476.85557632078 82072.81881995537 105069.92367856734 188867.81440002556 84428.775915100763 422162.74202847504 387584.33602916624 114977.2447482602 216530.13837154183 384808.37842634623 28468.975971053547 223682.95794315284 50544.874465779212 70564.752035686368 -53146.97994898969 -63063.627970729132 190331.78569111563 -58936.159444161938 285793.174099083 -66295.669890489298 -26290.866879579247 -68434.32739740434
leaf_weight=31551 375146 52637 185346 63749 6620 254392 2129 80665 30069 26991 271985 51816 118452 20727 48697 12120 26415 18641 95408 48366 25566 18527 5180 138004 69652 1094662 11817 199954 673984 14536
leaf_count=31551 375146 52637 185346 63749 6620 254392 2129 80665 30069 26991 271985 51816 118452 20727 48697 12120 26415 18641 95408 48366 25566 18527 5180 138004 69652 1094662 11817 199954 673984 14536
internal_value=0 88333.7 -36774.9 51740.1 202632 29174.1 59475.1 50501.1 -51460.1 216307 83219.5 267292 33253.3 278666 257276 297911 327429 260282 -29051.8 115872 145126 181275 162984 -38735.8 173478 -67098.6 -34950.5 -31760 -21899.7 90405.5
internal_weight=0 1.19747e+06 2.87634e+06 907064 290405 797683 380759 607042 2.49558e+06 109381 352650 166395 303798 159775 139048 87232 75112 82390 1.02577e+06 124010 92459 66893 76961 190641 74832 1.46981e+06 930360 900291 700337 26353
internal_count=4073804 1197469 2876335 907064 290405 797683 380759 607042 2495576 109381 352650 166395 303798 159775 139048 87232 75112 82390 1025768 124010 92459 66893 76961 190641 74832 1469808 930360 900291 700337 26353
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 6 6 2 6 2 6 0 1 0 4 0 0 0 4 0 1 0 0 1 0 1 6 2 2 4
split_gain=1.07192e+18 4.1474e+17 3.32323e+17 2.21868e+17 1.92203e+17 9.76499e+16 9.62762e+16 9.5368e+16 6.21286e+16 5.95211e+16 4.06486e+16 3.91025e+16 1.15733e+17 3.96526e+16 5.36078e+16 3.83464e+16 3.57164e+16 3.56824e+16 3.54674e+16 3.43846e+16 3.15381e+16 2.80982e+16 2.73406e+16 2.956e+16 4.0595e+16 2.65134e+16 2.62985e+16 2.61771e+16 4.72235e+16 2.57246e+16
threshold=38.247071200000008 58.045000000000009 70.00500000000001 75.000000000000014 2810.0000000000005 82.00500000000001 90.045000000000016 75.000000000000014 41.505000000000003 2810.0000000000005 36.905000000000008 43.687280500000007 40.965343750000009 55.030407050000001 5.5000000000000009 59.848366150000011 59.882709350000006 60.002985000000002 12.500000000000002 55.539595350000006 82.956351500000011 55.595177750000005 54.707511300000007 40.024897700000004 43.687280500000007 37.318079750000003 86.920000000000016 6082.0000000000009 4829.0000000000009 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 3 8 10 5 7 20 21 -2 15 -1 12 -10 -13 -15 29 -9 -18 22 -7 -4 -3 23 24 -8 -12 -22 28 -16 -5
right_child=2 4 6 9 -6 19 18 16 11 -11 25 13 -14 14 27 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=49518.915985038475 -68257.181628562466 115151.57741211769 35320.713123823509 -31761.989223314398 25189.230528551736 28634.810870844685 510094.19309661613 85620.469227388385 243621.40886821889 -49808.127819623907 -60046.171280628143 -53259.674705116253 -80255.511622404476 -55727.999065216391 7512.7055158653566 60953.52766367307 236313.49471833408 70544.210483996751 178016.98628739512 300713.70397816901 22380.842506475165 272735.37457355391 119676.64536337595 -78935.343046377966 38719.814131528969 166889.83124679627 -84026.503399017151 41674.088554036287 -91184.562902479403 30275.235233584612
leaf_weight=45854 922432 13436 224590 129609 86558 4931 2182 113259 19074 146514 5355 789837 26172 258039 223073 170100 39410 19366 54328 80048 43935 71678 51026 18793 11230 133331 49278 120407 61939 138020
leaf_count=45854 922432 13436 224590 129609 86558 4931 2182 113259 19074 146514 5355 789837 26172 258039 223073 170100 39410 19366 54328 80048 43935 71678 51026 18793 11230 133331 49278 120407 61939 138020
internal_value=0 79500.3 -33097.4 35553.9 158312 191991 45277.5 161280 -47839 5361.73 131141 -35270.5 56278.7 -38120.7 -20097.9 23827.9 118444 181694 115168 284926 15026 247859 74143.5 2000.22 115408 158127 -33872.5 2579.68 -13936.3 231.471
internal_weight=0 1.19747e+06 2.87634e+06 768783 428686 342128 455362 257149 2.42097e+06 584243 184540 1.49854e+06 45246 1.4533e+06 663458 437729 172035 58776 137559 84979 317803 85114 83231 32205 13412 138686 93213 405419 285012 267629
internal_count=4073804 1197469 2876335 768783 428686 342128 455362 257149 2420973 584243 184540 1498541 45246 1453295 663458 437729 172035 58776 137559 84979 317803 85114 83231 32205 13412 138686 93213 405419 285012 267629
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 6 0 2 6 2 4 0 0 6 6 5 0 1 4 5 4 0 0 1 4 0 7 5 0 4
split_gain=8.68549e+17 3.29528e+17 2.79425e+17 2.08257e+17 1.57227e+17 1.00362e+17 7.56142e+16 6.19368e+16 5.30966e+16 5.08795e+16 4.71202e+16 4.47262e+16 4.26475e+16 3.61733e+16 3.57532e+16 3.73037e+16 3.51628e+16 6.68235e+16 3.48066e+16 3.92595e+16 2.83024e+16 2.73094e+16 3.45821e+16 2.57576e+16 2.53424e+16 2.22982e+16 2.42835e+16 2.21281e+16 2.09606e+16 3.24408e+16
threshold=37.897576350000001 62.010000000000012 64.015000000000015 75.000000000000014 2810.0000000000005 89.00500000000001 55.539595350000006 2810.0000000000005 89.00500000000001 75.000000000000014 10.500000000000002 55.348830750000012 55.676890650000011 38.010000000000012 142.05000000000004 2.5000000000000004 55.801384500000005 37.71815560000001 2.5000000000000004 1.5000000000000002 18.500000000000004 43.687280500000007 54.988402950000008 40.024897700000004 19.500000000000004 55.568628050000008 6.0000000000000009 2.5000000000000004 59.898927250000007 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 10 12 6 24 -3 11 9 -8 18 -5 -1 -13 20 -16 17 -14 -2 -20 -7 23 -23 -12 25 26 -4 28 -11 -30
right_child=2 4 5 7 -6 14 8 -9 -10 27 21 13 16 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=70252.976214556067 -114994.47705363776 2836.7555176718329 3113.6165210639688 -131365.69552787096 23747.753324937406 63567.505829101014 259818.22121615696 -45785.756313249498 309325.33043440845 140007.97803556788 219321.0641668473 -6757.6081916683606 279565.21470831655 58064.64970383911 -241612.72262113914 287549.99928468041 106643.10118377418 66062.669160353893 -65120.077597993804 -34058.800285628902 184627.21737112262 -48145.606496503278 -818.52180329245857 -128325.68378355299 75886.143127389369 31623.581987795445 -59742.384411362058 110042.23293590359 380850.25395152852 148595.09143462352
leaf_weight=78302 84276 18042 213142 16474 63627 114862 67371 146449 47729 28402 8576 127993 46892 262938 1463 14902 57466 21327 788370 840998 23215 292753 326683 2836 50097 155888 86370 62297 12253 11811
leaf_count=78302 84276 18042 213142 16474 63627 114862 67371 146449 47729 28402 8576 127993 46892 262938 1463 14902 57466 21327 788370 840998 23215 292753 326683 2836 50097 155888 86370 62297 12253 11811
internal_value=0 77395.1 -27547.4 41803.8 163975 29933.5 199966 9990.14 215439 190836 -43727.4 30039.8 128183 36841.5 100486 240244 164273 212819 -52329.1 -49087.8 83921.4 -20361.8 -23185.9 132927 8378.09 951.756 -15012.1 150340 198188 266856
internal_weight=0 1.06937e+06 3.00443e+06 757841 311532 659939 247905 553854 229863 182134 2.34449e+06 407405 203987 390931 154442 16365 125685 68219 1.71364e+06 1.62937e+06 138077 630848 619436 11412 505497 455400 299512 114763 52466 24064
internal_count=4073804 1069373 3004431 757841 311532 659939 247905 553854 229863 182134 2344492 407405 203987 390931 154442 16365 125685 68219 1713644 1629368 138077 630848 619436 11412 505497 455400 299512 114763 52466 24064
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 1 6 4 6 6 2 4 0 1 6 0 1 1 0 1 1 4 0 0 1 1 1 4 7 4
split_gain=7.12207e+17 2.81822e+17 2.25477e+17 1.36115e+17 1.28457e+17 8.02013e+16 6.24909e+16 5.34696e+16 5.16921e+16 4.93821e+16 4.34646e+16 3.89426e+16 3.66723e+16 3.28546e+16 3.20876e+16 2.98316e+16 3.15765e+16 2.73889e+16 2.72992e+16 3.96974e+16 2.62265e+16 2.51387e+16 2.40911e+16 2.33256e+16 2.23911e+16 2.17317e+16 3.99994e+16 2.33773e+16 2.18438e+16 2.16785e+16
threshold=38.247071200000008 56.010000000000012 74.015000000000015 75.000000000000014 75.000000000000014 30.438492500000006 114.05000000000001 10.500000000000002 51.015000000000008 83.010000000000005 4214.5000000000009 10.500000000000002 59.838047850000002 30.242318500000007 29.715000000000003 55.676890650000011 37.858952300000006 37.131181300000009 43.687280500000007 40.965343750000009 37.374856000000008 18.500000000000004 55.858844800000007 55.721784200000009 37.488790500000007 82.956351500000011 82.860505900000007 5.5000000000000009 6.0000000000000009 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 8 15 14 9 11 -7 18 13 12 23 17 -5 -1 24 22 -6 19 -2 -16 -20 -17 -4 -3 26 27 -10 -27 -8
right_child=2 3 6 5 10 7 29 -9 25 -11 -12 -13 -14 -15 20 16 -18 -19 21 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-87809.770050770487 109636.04780189219 88314.93642730292 -20041.200167245752 39789.767225340358 -66857.691157756039 -1004.9040769547612 -208213.11593994594 100096.25281437619 -45991.232130051081 243583.28582281384 -83009.332979393512 71411.052268405227 45758.90576629054 157423.74751524997 -29282.450539630961 304843.29072007182 -43674.08418835995 5634.5204381381573 -54987.31439997517 -84401.236246555083 122290.51794862773 -9941.8248034560074 164392.16920707701 55362.210995141024 227906.61521155416 -19164.89049839455 75232.354811623722 -3730.837003660366 -80058.535658649984 164789.23035120033
leaf_weight=8555 25479 24088 142957 37543 66531 94928 1613 116522 188639 41465 54163 132839 190731 64591 12347 52936 3312 240590 1406397 17987 151319 135859 15875 57537 21973 141212 51305 427623 101075 45813
leaf_count=8555 25479 24088 142957 37543 66531 94928 1613 116522 188639 41465 54163 132839 190731 64591 12347 52936 3312 240590 1406397 17987 151319 135859 15875 57537 21973 141212 51305 427623 101075 45813
internal_value=0 64802.3 -26978.4 124817 25587.3 93874.9 44700.6 54708.1 -37914.7 151548 2063.54 29419.6 11318.9 114183 100987 217774 257924 -10069.3 -48816.5 29340 110856 -51019.2 272441 1597.78 154906 -18914.6 -9604.03 -16666.8 -44567.9 152103
internal_weight=0 1.19747e+06 2.87634e+06 473233 724236 355049 380759 211450 2.49558e+06 143599 552015 333333 497852 102134 172221 118184 72123 307121 1.58572e+06 43466 163666 1.54226e+06 68811 200494 46061 909854 667567 616262 242287 47426
internal_count=4073804 1197469 2876335 473233 724236 355049 380759 211450 2495576 143599 552015 333333 497852 102134 172221 118184 72123 307121 1585722 43466 163666 1542256 68811 200494 46061 909854 667567 616262 242287 47426
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 6 6 6 2 4 4 7 4 0 0 4 7 4 7 0 1 4 1 0 0 1 0 4 0 0
split_gain=5.76888e+17 2.31156e+17 1.82636e+17 1.32729e+17 7.81575e+16 7.70951e+16 5.1478e+16 4.27425e+16 4.11518e+16 3.35987e+16 3.16444e+16 3.14358e+16 3.0031e+16 2.98915e+16 2.98195e+16 2.97923e+16 2.6106e+16 2.51242e+16 2.82047e+16 2.90452e+16 5.88079e+16 2.74525e+16 2.49127e+16 2.41636e+16 2.35244e+16 2.80958e+16 2.62129e+16 2.30107e+16 1.97521e+16 1.89455e+16
threshold=38.247071200000008 52.015000000000008 74.015000000000015 75.000000000000014 75.000000000000014 84.00500000000001 118.04500000000002 42.005000000000003 2810.0000000000005 18.500000000000004 5.5000000000000009 6.0000000000000009 18.500000000000004 44.046956350000009 55.418618900000006 18.500000000000004 6.0000000000000009 2.5000000000000004 6.0000000000000009 43.687280500000007 40.965343750000009 5.5000000000000009 30.438492500000006 55.030407050000001 55.633951400000008 37.682335600000009 55.850146250000009 3.5000000000000004 55.030407050000001 55.520061350000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 24 8 9 -2 14 11 -6 27 16 -11 -5 17 -3 -9 19 20 -19 -21 -7 -20 -1 26 -26 -4 -13 -12
right_child=2 3 6 5 10 22 -8 15 -10 13 29 28 -14 -15 -16 -17 -18 18 23 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=12555.593154261362 -50250.181540504687 193186.23318007193 -91647.711182008512 -64116.247475529955 -43960.609308308747 221999.34110819839 146170.44407285104 -98647.364795758942 -2129.8722903876583 701508.50939290563 -33184.623081709331 -64951.708548691255 248568.41209373498 95610.313394251105 85249.935712135077 21226.572450208263 80919.768747049908 211923.52975650952 -72162.58526542531 -40540.549003987071 -47632.092126294359 -6922.4912148833901 108748.8377372423 -8243.0236658351023 176750.6305457867 34567.009056849209 39216.489564473537 44820.107780854247 42381.61745773875 24757.47349723542
leaf_weight=37647 990895 58465 13198 14161 132677 39672 40936 48460 89304 829 70376 62893 52339 45711 238029 135498 32077 16154 199973 414133 18992 587493 38058 83978 53160 37973 18744 193621 23571 284787
leaf_count=37647 990895 58465 13198 14161 132677 39672 40936 48460 89304 829 70376 62893 52339 45711 238029 135498 32077 16154 199973 414133 18992 587493 38058 83978 53160 37973 18744 193621 23571 284787
internal_value=0 58322.1 -24280.5 105033 16996.7 76664.8 40230.5 -34123.2 56205.4 27468.7 -2290.42 14943 188269 106403 76862.7 -23502.9 153413 -27929.5 -25334.7 -17686.9 71666.3 -20822.2 166550 -53258.5 80776.2 104151 140898 36111.5 -35691.5 13276.2
internal_weight=0 1.19747e+06 2.87634e+06 562105 635364 419224 380759 2.49558e+06 341494 339823 487840 293283 142881 46540 252190 1.50468e+06 90542 1.36918e+06 1.32072e+06 1.03677e+06 35146 1.00163e+06 77730 283951 147524 109877 71904 206819 86464 355163
internal_count=4073804 1197469 2876335 562105 635364 419224 380759 2495576 341494 339823 487840 293283 142881 46540 252190 1504681 90542 1369183 1320723 1036772 35146 1001626 77730 283951 147524 109877 71904 206819 86464 355163
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 6 4 6 6 0 0 1 0 0 0 0 1 6 1 1 0 0 0 0 4 1 4 2 6 4
split_gain=4.67279e+17 1.97681e+17 1.49954e+17 1.27802e+17 6.8261e+16 6.06697e+16 4.83758e+16 3.61048e+16 3.49726e+16 3.44559e+16 3.22354e+16 5.49159e+16 3.52934e+16 3.97907e+16 3.58543e+16 3.72479e+16 3.64041e+16 2.75814e+16 2.63573e+16 2.79379e+16 3.89354e+16 4.15481e+16 2.58663e+16 3.43953e+16 2.86544e+16 3.31654e+16 2.57799e+16 2.38552e+16 2.31831e+16 2.05708e+16
threshold=38.247071200000008 69.015000000000015 63.855000000000011 75.000000000000014 2810.0000000000005 97.020000000000024 5.5000000000000009 36.905000000000008 41.005000000000003 55.520061350000013 43.687280500000007 40.965343750000009 55.030407050000001 55.080855950000007 55.676890650000011 55.840017500000009 60.307188350000011 95.045000000000016 37.401708450000008 37.71815560000001 55.633951400000008 55.812023600000011 59.882709350000006 60.002985000000002 11.500000000000002 30.410676000000006 5.5000000000000009 75.000000000000014 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 10 7 9 29 -5 -1 -8 -3 11 -2 -12 -14 -15 -16 -17 27 -9 20 -20 -22 -10 24 25 -24 -7 -11 -28 -4
right_child=2 4 5 6 -6 26 8 18 22 17 12 -13 13 14 15 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=17120.615441242171 125368.78402614628 -21587.056960597871 -76839.656312969179 -33270.226213454436 27206.052521082511 -15123.16167566689 -4392.4751277919504 1937.1004550916307 28564.573980857462 209733.70170870406 -47962.778430308768 -65627.032440196388 36315.440569616236 -72264.149965201927 31494.384819393072 -52544.052558608462 -2355.3989428518303 253588.3263990382 60922.934214452951 53979.141651975995 235438.63741088565 99958.950598853058 310854.57754681254 18234.478709298368 89316.519810863509 9025.4339643802668 94050.435884450286 123715.26969315571 247077.17308060318 11393.660479606993
leaf_weight=45854 32738 9690 27789 179394 46992 18485 219589 18276 229476 48865 1185676 27869 103705 158191 118716 321042 262852 33629 35495 38988 59088 36693 14792 40581 40474 4829 70104 94764 11528 537640
leaf_count=45854 32738 9690 27789 179394 46992 18485 219589 18276 229476 48865 1185676 27869 103705 158191 118716 321042 262852 33629 35495 38988 59088 36693 14792 40581 40474 4829 70104 94764 11528 537640
internal_value=0 52489.9 -21852.5 32469.6 134947 19761.9 11820.3 96704 26534.4 162030 -34380.3 37542.9 -36407.5 -22202.6 -29252.5 -19568.6 -29950.6 172067 116059 128309 150384 183537 47104.4 89363.1 137395 236570 91513.6 152980 115661 7057.28
internal_weight=0 1.19747e+06 2.87634e+06 963529 233940 665546 729135 234394 549741 186948 2.21079e+06 60607 2.15018e+06 964506 860801 702610 583894 177258 188540 170264 131276 95781 330152 100676 60095 19621 100117 143629 81632 565429
internal_count=4073804 1197469 2876335 963529 233940 665546 729135 234394 549741 186948 2210789 60607 2150182 964506 860801 702610 583894 177258 188540 170264 131276 95781 330152 100676 60095 19621 100117 143629 81632 565429
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 6 6 2 2 6 0 2 6 6 0 1 1 1 1 2 0 1 1 6 0 0 4 2 6 5 0 1 4 1
split_gain=3.78496e+17 1.62234e+17 1.248e+17 8.83789e+16 7.29581e+16 5.30089e+16 3.80588e+16 3.69004e+16 3.1814e+16 3.05018e+16 2.78603e+16 2.74173e+16 4.62244e+16 3.08478e+16 2.84184e+16 3.58963e+16 9.38444e+16 2.70796e+16 4.18705e+16 2.69125e+16 2.59833e+16 2.49451e+16 2.47498e+16 2.44967e+16 2.41367e+16 2.6012e+16 2.33883e+16 2.25565e+16 2.0501e+16 1.97728e+16
threshold=38.247071200000008 63.140000000000008 88.00500000000001 75.000000000000014 2810.0000000000005 52.015000000000008 55.520061350000013 4214.5000000000009 34.010000000000012 92.02500000000002 59.882709350000006 82.956351500000011 65.493200550000012 60.770858000000011 60.516422150000004 2970.5000000000005 43.687280500000007 43.862029600000007 49.300375350000003 33.305000000000007 43.051287600000009 59.982409200000006 3.5000000000000004 75.000000000000014 149.05000000000004 2.5000000000000004 55.030407050000001 37.318079750000003 3.5000000000000004 37.768783500000005
decision_type=2 2 2 2 2 2 2 2 2 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 19 6 28 -3 8 -5 23 -10 12 13 14 15 16 -7 -18 -19 -1 -4 -12 -22 -8 -24 -26 -13 -21 -2 -29
right_child=2 4 20 7 -6 11 9 -9 10 -11 21 26 -14 -15 -16 -17 17 18 -20 27 22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-21832.377832846789 -73974.930484170691 -25712.789619115978 -130088.62149532173 -38337.097319093504 14611.728557981898 260118.60189146499 174436.31274518801 -63512.868934146514 9046.4127174555833 220059.71347415709 104006.82677911608 -47343.279486631975 60854.071796684031 -81252.292112356241 75590.123660387209 -41767.211929562145 -19577.187702585648 92446.631487741717 -24225.367379630257 -77820.291009856359 -99938.833639182543 23455.792756705439 73041.826468330677 100497.19697345579 -252130.62184474166 273644.38637894992 18823.640358731242 111552.45535631519 -32735.973581019731 5183.15599619966
leaf_weight=22759 131067 14411 6395 94752 66544 14532 67671 66942 345392 41091 70482 241321 115498 52507 44479 197819 228710 66519 57217 7409 7611 84581 130729 132628 1036 10258 68610 163236 1502027 19571
leaf_count=22759 131067 14411 6395 94752 66544 14532 67671 66942 345392 41091 70482 241321 115498 52507 44479 197819 228710 66519 57217 7409 7611 84581 130729 132628 1036 10258 68610 163236 1502027 19571
internal_value=0 47240.9 -19667.2 24901.9 107888 -24655.9 132153 6878.95 14795.8 141578 24855.5 -7547.29 2480.36 -7707.34 -1369.29 -7430.01 11079.4 811.063 38496.1 80936.1 67307.8 60069.3 75744.1 125478 85158.9 225415 -32695.8 93232.1 -36045.7 100165
internal_weight=0 1.19747e+06 2.87634e+06 875124 322345 2.72031e+06 255801 662149 595207 241390 500455 1.08721e+06 777281 661783 609276 564797 366978 352446 123736 212975 156029 155063 149634 200299 142023 11294 309931 190216 1.63309e+06 182807
internal_count=4073804 1197469 2876335 875124 322345 2720306 255801 662149 595207 241390 500455 1087212 777281 661783 609276 564797 366978 352446 123736 212975 156029 155063 149634 200299 142023 11294 309931 190216 1633094 182807
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 6 6 2 6 2 4 1 1 6 1 6 1 1 4 1 0 7 0 0 1 6 0 7 2 0 2 2 1 0
split_gain=3.06582e+17 1.34235e+17 1.04016e+17 8.27497e+16 4.99708e+16 3.74436e+16 3.69556e+16 3.45037e+16 3.57374e+16 3.40873e+16 3.08009e+16 3.06156e+16 2.83609e+16 5.61825e+16 3.0562e+16 2.7522e+16 2.51314e+16 2.49509e+16 2.48593e+16 2.40844e+16 2.34436e+16 2.32033e+16 2.22432e+16 2.2024e+16 2.1713e+16 5.93219e+16 2.14596e+16 2.14913e+16 2.89642e+16 2.07009e+16
threshold=38.247071200000008 49.010000000000012 76.00500000000001 75.000000000000014 102.04000000000001 2810.0000000000005 10.500000000000002 30.438492500000006 37.131181300000009 36.005000000000003 30.242318500000007 32.410000000000004 82.956351500000011 82.860505900000007 5.5000000000000009 37.318079750000003 59.990753350000013 6.0000000000000009 55.721784200000009 55.759969450000007 30.345769800000003 89.00500000000001 55.520061350000013 6.0000000000000009 3999.0000000000005 43.687280500000007 2865.5000000000005 2970.5000000000005 60.307188350000011 55.520061350000013
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 11 19 10 -9 -2 -5 -1 13 14 -11 -3 20 -14 24 -4 -12 -17 -13 -8 25 -16 -20 -28 -29 -10
right_child=2 3 6 4 -6 -7 23 8 29 12 16 22 17 -15 18 21 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-40650.837573600729 -47062.077593693757 -67721.62987538446 -14176.605156160638 22738.191701961106 184477.40040687437 -44283.23181061558 103331.3914691176 -30958.47045939407 1357.7191268075105 -37983.62265724015 191177.64357866711 -53639.54320412971 -19563.969734766157 54964.117172340877 182464.18730232312 135457.91867238676 35983.110465788879 -63544.866292376159 -40548.344382933981 61780.314755780535 80039.56725600599 290154.99090798933 37663.896493887303 19519.120493701597 -61129.930177118084 -17464.877648978738 61877.844530788745 -48323.840080664413 32823.195296335354 71917.869565619825
leaf_weight=70081 537698 6267 148888 58623 27431 111218 89496 83937 63251 467683 43895 28768 297474 116854 15406 140234 30540 227746 60338 58009 33439 10416 368022 48260 104197 404674 102794 66361 130457 121347
leaf_count=70081 537698 6267 148888 58623 27431 111218 89496 83937 63251 467683 43895 28768 297474 116854 15406 140234 30540 227746 60338 58009 33439 10416 368022 48260 104197 404674 102794 66361 130457 121347
internal_value=0 42516.8 -17700.5 74862.7 53571.5 7860.55 33839.3 45317.2 23141.6 -24716.9 81083.1 20282.2 -18691.3 -11559.6 -17309.7 137612 112790 -38635 -6374.87 7119.91 143122 146154 31044.2 73969.5 -20268.1 -10132.7 13861 24818.3 5462.9 47741
internal_weight=0 1.19747e+06 2.87634e+06 619380 462463 578089 344653 435032 268535 2.53168e+06 166497 466871 1.99398e+06 1.46876e+06 1.35191e+06 156917 107874 525220 884227 206897 77334 150650 396790 137756 524277 420080 359950 299612 196818 184598
internal_count=4073804 1197469 2876335 619380 462463 578089 344653 435032 268535 2531682 166497 466871 1993984 1468764 1351910 156917 107874 525220 884227 206897 77334 150650 396790 137756 524277 420080 359950 299612 196818 184598
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=2 6 1 1 4 4 6 4 6 5 4 1 7 4 0 5 1 1 7 1 6 5 6 0 0 1 0 0 4 0
split_gain=2.49257e+17 1.61577e+17 7.308e+16 7.1495e+16 5.24552e+16 4.74724e+16 4.37402e+16 3.46925e+16 2.95034e+16 2.86704e+16 2.81892e+16 2.44607e+16 2.34466e+16 2.78794e+16 2.32751e+16 2.25769e+16 2.13133e+16 1.90197e+16 1.87224e+16 1.8577e+16 1.82955e+16 1.85531e+16 1.73655e+16 1.72434e+16 1.60918e+16 2.92349e+16 1.56801e+16 2.02427e+16 3.23867e+16 1.5379e+16
threshold=36.000000000000007 69.015000000000015 30.452677500000004 30.438492500000006 19.500000000000004 19.500000000000004 44.605000000000011 2.5000000000000004 125.02000000000002 1.5000000000000002 18.500000000000004 30.205407000000005 6.0000000000000009 5.5000000000000009 44.046956350000009 2.5000000000000004 37.475446350000006 37.71815560000001 6.0000000000000009 82.956351500000011 116.05000000000001 2.5000000000000004 38.010000000000012 55.030407050000001 43.687280500000007 40.965343750000009 59.982409200000006 59.898927250000007 14.500000000000002 54.962581500000006
decision_type=2 2 2 2 2 2 2 2 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 11 20 7 8 -1 -4 12 19 16 -2 13 -5 -7 -10 -8 -18 -16 22 21 -3 -9 -14 25 -11 27 -13 -29 -26
right_child=1 3 4 5 -6 14 10 9 15 24 -12 26 23 -15 18 -17 17 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=40561.184970733499 -20959.684488617011 185753.26256026281 -83898.087912214702 -27218.405566436806 24323.750275370607 596791.46013703209 21736.042055442369 -37901.859848873806 -231901.71434821491 150176.97000505938 175255.83545557549 33491.611852341463 -56672.240346459956 37950.462570652315 148459.0839081248 132980.05217904839 146947.93561989404 41064.692448699469 46515.462428136663 -54994.576283515657 273003.99043286341 76716.490099690069 -9815.6143857597181 20043.010322694139 -28271.529979450279 -33331.548125450943 19696.122707595867 179067.54394232863 22466.34238546055 -5554.0076504456883
leaf_weight=112736 63342 22714 96827 86799 233344 935 31917 551365 1804 16668 61040 57418 78926 269357 34127 28257 61248 23464 38159 310208 7695 49862 366451 46598 486335 18118 93044 33954 21612 769480
leaf_count=112736 63342 22714 96827 86799 233344 935 31917 551365 1804 16668 61040 57418 78926 269357 34127 28257 61248 23464 38159 310208 7695 49862 366451 46598 486335 18118 93044 33954 21612 769480
internal_value=0 -6853.07 -16398.3 37888.5 -21105.8 25744.3 89281.8 -25158.9 14968.5 -22900.7 120196 33387.5 8970.15 22068.1 101056 111083 91380 117620 94644.1 -33838.5 126387 110842 -26688 -28193.4 -12493.3 54598.1 50096.2 75131.2 118159 -14351.7
internal_weight=0 3.7834e+06 3.11817e+06 665233 2.8488e+06 584962 290405 2.61545e+06 511741 2.51862e+06 177669 269370 481680 356156 73221 30061 116629 84712 72286 1.22802e+06 80271 72576 917816 125524 1.2906e+06 34786 206028 112984 55566 1.25582e+06
internal_count=4073804 3783399 3118166 665233 2848796 584962 290405 2615452 511741 2518625 177669 269370 481680 356156 73221 30061 116629 84712 72286 1228024 80271 72576 917816 125524 1290601 34786 206028 112984 55566 1255815
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 6 6 4 6 2 6 2 0 4 4 7 4 6 0 0 1 0 7 4 0 5 0 0 1 0 0 4 1 0
split_gain=2.04023e+17 9.85226e+16 7.25202e+16 5.99712e+16 4.22712e+16 3.15234e+16 3.13096e+16 2.86854e+16 1.91392e+16 1.87164e+16 1.76489e+16 1.93992e+16 1.92078e+16 1.69738e+16 1.68432e+16 2.68699e+16 3.72542e+16 1.84792e+16 1.68757e+16 1.66259e+16 1.65795e+16 1.59536e+16 1.5891e+16 1.57675e+16 5.61074e+16 1.51001e+16 2.53635e+16 2.42641e+16 2.78716e+16 1.49398e+16
threshold=38.247071200000008 73.41500000000002 89.00500000000001 5.5000000000000009 41.005000000000003 75.000000000000014 52.330000000000005 2810.0000000000005 43.051287600000009 2.5000000000000004 19.500000000000004 6.0000000000000009 3.5000000000000004 142.05000000000004 55.676890650000011 55.866549750000011 37.702956500000006 55.801384500000005 6.0000000000000009 4.5000000000000009 55.030407050000001 2.5000000000000004 44.601833250000006 43.687280500000007 40.965343750000009 59.882709350000006 60.002985000000002 11.500000000000002 30.410676000000006 55.93962770000001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 14 -2 19 -4 -10 11 12 -8 23 18 16 17 -16 -6 -3 -13 -15 -9 24 -11 29 27 28 -27 -7
right_child=2 7 8 4 5 25 10 22 9 13 -12 20 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-25919.281435879791 -26898.581258347363 -16619.123675063172 -117750.26048397909 5022.162547414956 107779.90674200386 38385.05311425274 -58091.045078325231 265349.12237215461 -166237.74607037017 494078.11737735599 38902.207951776938 -48471.861769525189 4110.0589761119409 -187389.90951895004 237723.21998724533 2631.9410782582563 32378.012443459418 115845.99498289105 -3561.876679043392 128492.02036223363 5864.6893279540855 199858.94896535372 2295.2208131617331 47364.332517056551 -179812.27416918424 256259.83420792292 8573.6658283569504 63894.678460578762 -7958.4340878130388 -15743.786211754485
leaf_weight=205082 1637549 8358 6265 301440 25408 178975 53518 2468 3541 3105 84396 184339 686118 1156 31634 16353 21126 20504 29323 142702 80755 13345 33042 120196 2052 16617 43899 43978 5255 71305
leaf_count=205082 1637549 8358 6265 301440 25408 178975 53518 2468 3541 3105 84396 184339 686118 1156 31634 16353 21126 20504 29323 142702 80755 13345 33042 120196 2052 16617 43899 43978 5255 71305
internal_value=0 34683.9 -14439.5 22361.3 34648.7 52355 -18159.5 101452 53336.1 60811 -5019.98 -8709.39 -390.64 66559.7 91837.3 118532 144402 189793 48126.8 120463 -31919.4 168988 20577.9 54710.6 225933 36525.2 67451.9 106703 192778 22963.7
internal_weight=0 1.19747e+06 2.87634e+06 1.0109e+06 805817 504377 2.72668e+06 186570 149660 143395 1.08913e+06 1.00473e+06 739636 139854 144348 89617 73264 52138 54731 151060 265094 14501 35510 125353 5157 360029 109749 65850 21872 250280
internal_count=4073804 1197469 2876335 1010899 805817 504377 2726675 186570 149660 143395 1089126 1004730 739636 139854 144348 89617 73264 52138 54731 151060 265094 14501 35510 125353 5157 360029 109749 65850 21872 250280
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=2 6 1 2 0 4 0 1 0 0 4 6 1 0 1 0 2 0 0 1 1 7 1 1 2 2 1 1 7 1
split_gain=1.70679e+17 1.10043e+17 6.05037e+16 4.44074e+16 6.43813e+16 4.34183e+16 3.46374e+16 3.55697e+16 3.79069e+16 3.45056e+16 3.06211e+16 2.67026e+16 2.62693e+16 2.58791e+16 6.75235e+16 3.19845e+16 2.96286e+16 4.07932e+16 4.69406e+16 4.38898e+16 2.87657e+16 2.29655e+16 2.25899e+16 3.41358e+16 3.42468e+16 2.69167e+16 2.2031e+16 2.11419e+16 2.10039e+16 1.90067e+16
threshold=36.000000000000007 76.00500000000001 30.452677500000004 2970.5000000000005 43.687280500000007 19.500000000000004 55.676890650000011 37.804148700000006 55.858844800000007 55.660117850000006 2.5000000000000004 66.010000000000005 38.989878900000008 44.601833250000006 40.377616600000003 55.030407050000001 9651.0000000000018 55.348830750000012 55.93962770000001 60.307188350000011 49.692247900000005 6.0000000000000009 60.307188350000011 82.956351500000011 6082.0000000000009 4395.5000000000009 49.030112300000006 30.205407000000005 6.0000000000000009 38.657016300000002
decision_type=2 2 2 2 2 2 2 2 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 27 4 -3 10 21 8 11 12 -4 -8 -6 14 -12 28 17 -17 20 -20 26 -1 -5 24 25 -24 29 -2 -15 -19
right_child=1 3 5 22 9 -7 7 -9 -10 -11 13 -13 -14 15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=76014.780846359281 -16536.832623205089 381279.41153022303 -73833.256970613031 -33818.027899210232 74888.367918120624 23345.588128080308 116792.48201762965 -40557.212218697197 25567.410145440164 98394.623373523762 109530.02732861041 228368.27780394503 -31942.856022432938 -23303.350750147256 -46584.476209208471 -69098.030544711728 35686.814803322006 29336.542951313535 -42721.33281886873 9742.2395941943341 -51472.12075177877 -15190.15017154055 63796.948882114957 -13593.306477624059 124244.4148379924 -131005.05251435524 74320.61004488515 46427.133405776156 -52212.260818100171 -49584.389047392993
leaf_weight=54483 70127 6553 101382 77926 42618 253518 99631 16170 36817 120216 54013 27334 50046 930889 56884 120081 134357 176488 421519 256486 46075 55970 19101 84597 53839 11283 91605 222626 344275 36895
leaf_count=54483 70127 6553 101382 77926 42618 253518 99631 16170 36817 120216 54013 27334 50046 930889 56884 120081 134357 176488 421519 256486 46075 55970 19101 84597 53839 11283 91605 222626 344275 36895
internal_value=0 -5670.88 -12064.2 39822.7 72551.1 -16266 73880.3 100937 114907 63047.7 -19890.1 140813 17190.9 -17841.5 29452 -19891.3 -8747.13 -13942.3 -7506.22 -22874.6 22174.6 29798.4 10717.1 31274.1 76340.8 -8542.14 33300.6 31344.5 -31108.3 15690.7
internal_weight=0 3.7834e+06 3.31722e+06 466179 219433 3.02447e+06 290405 179952 163782 212880 2.77095e+06 126965 92664 2.66957e+06 110897 2.55867e+06 1.28351e+06 1.14915e+06 1.02907e+06 678005 351063 110453 246746 168820 84223 30384 304988 292753 1.27516e+06 213383
internal_count=4073804 3783399 3317220 466179 219433 3024467 290405 179952 163782 212880 2770949 126965 92664 2669567 110897 2558670 1283506 1149149 1029068 678005 351063 110453 246746 168820 84223 30384 304988 292753 1275164 213383
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=2 6 1 6 0 4 0 6 4 4 6 0 1 7 1 1 0 4 0 0 1 6 5 7 5 5 6 0 5 1
split_gain=1.3825e+17 9.38833e+16 5.32175e+16 3.57333e+16 3.44376e+16 3.41275e+16 3.04803e+16 2.99802e+16 2.95576e+16 2.54495e+16 2.34382e+16 2.16457e+16 3.62714e+16 2.13418e+16 2.10817e+16 3.60429e+16 3.31322e+16 2.06591e+16 1.76368e+16 2.29372e+16 1.82343e+16 1.61066e+16 1.59135e+16 1.51947e+16 1.79192e+16 1.5019e+16 1.48917e+16 1.28217e+16 1.2377e+16 1.19974e+16
threshold=36.000000000000007 63.855000000000011 30.438492500000006 33.585000000000008 55.520061350000013 19.500000000000004 55.568628050000008 76.00500000000001 5.5000000000000009 2.5000000000000004 128.05000000000004 44.601833250000006 40.377616600000003 6.0000000000000009 37.702956500000006 37.46219940000001 55.850146250000009 18.500000000000004 55.922096200000006 59.825842200000004 60.516422150000004 114.05000000000001 2.5000000000000004 6.0000000000000009 3.5000000000000004 2.5000000000000004 79.015000000000015 44.046956350000009 2.5000000000000004 49.300375350000003
decision_type=2 2 2 2 2 2 2 2 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 21 -2 11 9 -1 14 -6 -4 23 12 -5 27 15 -8 17 -17 29 20 -20 22 -3 24 26 -12 28 -7 -11 -10
right_child=1 2 5 4 8 13 7 -9 18 10 25 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-29496.494076723258 -39315.695296087215 128210.23339230116 -110214.19490720789 101662.00105668372 -21099.175994882633 477569.48008009908 7648.957341938356 170075.86626924312 49425.574364836779 35035.288340252795 -197994.99195637394 -22359.144837304746 -34780.334049408819 26600.566666911072 13943.868222399129 110502.22872585029 24034.878769616913 213871.44972258664 -29835.667976310535 33494.201936696736 17778.606770175666 222570.2173270534 44543.679442325913 -20999.162022255616 -33940.187034222829 122356.03321730639 47212.099875984306 113396.98701739885 -7662.1552436517813 -41703.166871743699
leaf_weight=29698 465145 38595 18122 38092 307291 989 46256 30800 175868 109421 1557 1309981 39883 51132 59803 63801 32306 27741 189640 197027 139662 8514 55315 156894 66087 24368 152154 43047 178875 15740
leaf_count=29698 465145 38595 18122 38092 307291 989 46256 30800 175868 109421 1557 1309981 39883 51132 59803 63801 32306 27741 189640 197027 139662 8514 55315 156894 66087 24368 152154 43047 178875 15740
internal_value=0 -5103.79 22988.2 -13937.1 -9045.35 14326 66492.2 77426.6 4854.14 6763.29 9838.43 -19312.3 31873.9 70547.4 65014.7 82969.5 111101 141827 15962.7 6505.86 -9641.73 90869 78928.8 6193.4 14616 103116 21901.6 121576 8543.4 41939.6
internal_weight=0 3.7834e+06 905070 2.87833e+06 2.41318e+06 802646 290405 260707 1.02523e+06 707478 689356 1.38796e+06 77975 95168 229907 170104 123848 91542 717937 526329 329302 102424 93910 663431 506537 25925 440450 44036 288296 191608
internal_count=4073804 3783399 905070 2878329 2413184 802646 290405 260707 1025228 707478 689356 1387956 77975 95168 229907 170104 123848 91542 717937 526329 329302 102424 93910 663431 506537 25925 440450 44036 288296 191608
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=0 4 6 0 0 1 0 6 2 1 4 0 1 0 1 6 1 0 0 1 4 1 6 0 0 4 7 0 2 1
split_gain=1.15976e+17 1.08504e+17 7.62366e+16 5.98257e+16 3.80998e+16 6.26897e+16 7.54391e+16 4.44031e+16 4.41092e+16 8.40651e+16 3.66079e+16 2.53463e+16 2.20121e+16 4.36205e+16 2.48796e+16 2.17712e+16 1.98485e+16 2.28341e+16 1.97088e+16 1.922e+16 1.76844e+16 1.76742e+16 1.68001e+16 1.67878e+16 1.57045e+16 1.56472e+16 1.47095e+16 1.46285e+16 1.83823e+16 1.51861e+16
threshold=55.520061350000013 5.5000000000000009 79.015000000000015 55.876067900000002 45.07004340000001 40.377616600000003 44.601833250000006 67.445000000000007 7884.5000000000009 82.956351500000011 9.5000000000000018 59.825842200000004 37.702956500000006 55.660117850000006 37.318079750000003 149.05000000000004 83.015546400000019 55.030407050000001 60.01610465000001 60.516422150000004 8.5000000000000018 82.901648750000021 99.050000000000011 55.93962770000001 55.82518790000001 6.5000000000000009 6.0000000000000009 55.910578700000009 2632.5000000000005 50.815483650000004
decision_type=2 2 2 2 2 2 2 2 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 23 3 12 5 6 7 -1 25 15 -11 19 13 26 -15 21 17 -12 20 -5 -13 -10 -8 -2 -16 -6 -3 29 -29 -4
right_child=1 2 27 11 8 -7 22 -9 9 10 16 18 -14 14 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=84435.51869857125 9088.0272328106312 65453.685101662915 148003.24971306082 -21883.562861393082 -52736.544714833952 -56515.548792050737 2469.5888006057462 284971.10935617419 12667.65984007983 23525.364074154666 -54165.082572496234 159025.96805635234 32048.699679750793 13656.455354014681 157123.55918113826 365649.86668771046 30902.17826705685 40501.190301725699 -6276.1706554276725 17982.935145173607 41699.045795426035 66594.835047758985 117502.28858631231 -32608.272844022693 74467.52013714546 -26481.223121301267 -19572.02956717202 -29663.011659362954 90496.225483882459 -108854.44647025871
leaf_weight=52251 130269 37309 54122 309212 382977 107632 263394 14000 117053 111873 357671 13925 244141 21359 74930 2079 35323 27434 91248 198604 165918 126406 13339 373166 33159 557285 44754 14681 95886 2404
leaf_count=52251 130269 37309 54122 309212 382977 107632 263394 14000 117053 111873 357671 13925 244141 21359 74930 2079 35323 27434 91248 198604 165918 126406 13339 373166 33159 557285 44754 14681 95886 2404
internal_value=0 18002.3 32304.9 23725 -15813.9 10067.1 30961.4 126812 -22601.9 -4985.35 -27313 6888.11 52506.5 76120.4 112278 43418.8 -40840.8 -47421.3 31577.5 -6292 50783.5 40667.1 8014.36 -21818.9 131767 -37175.2 19083.9 95697.5 74541.6 137079
internal_weight=0 1.90509e+06 1.40165e+06 1.23456e+06 2.16872e+06 450616 342984 66251 1.7181e+06 777839 532301 778907 455652 211511 129448 245538 420428 385105 271091 507816 179843 243459 276733 503435 108089 940262 82063 167093 110567 56526
internal_count=4073804 1905087 1401652 1234559 2168717 450616 342984 66251 1718101 777839 532301 778907 455652 211511 129448 245538 420428 385105 271091 507816 179843 243459 276733 503435 108089 940262 82063 167093 110567 56526
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 0 1 0 6 2 1 4 1 0 1 1 6 6 2 6 1 1 0 1 6 2 1 6 6 1
split_gain=9.39402e+16 8.90277e+16 6.09901e+16 4.75253e+16 4.21876e+16 3.08608e+16 5.07787e+16 6.11057e+16 3.66344e+16 3.57284e+16 6.80928e+16 2.96524e+16 2.92004e+16 3.13215e+16 2.44457e+16 2.17551e+16 2.10422e+16 1.83565e+16 1.82871e+16 1.77744e+16 1.89004e+16 1.60773e+16 1.84956e+16 1.57202e+16 1.76814e+16 1.54364e+16 1.53951e+16 1.87624e+16 1.49329e+16 1.46941e+16
threshold=55.520061350000013 55.922096200000006 30.425503950000003 60.307188350000011 61.425000000000004 45.07004340000001 40.377616600000003 44.601833250000006 71.030000000000015 7884.5000000000009 82.956351500000011 9.5000000000000018 30.205407000000005 60.01610465000001 49.300375350000003 60.66055595000001 60.605000000000011 79.710000000000022 5719.5000000000009 27.215000000000003 49.692247900000005 83.015546400000019 55.030407050000001 37.234509300000006 89.00500000000001 5209.5000000000009 39.004719500000007 81.705000000000013 93.050000000000011 103.8879505
decision_type=2 2 2 2 2 2 2 2 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 4 12 18 19 6 7 8 -1 25 17 -12 -3 16 23 28 -14 -11 -4 -2 -21 22 -13 -6 -25 -7 27 -9 -5 -27
right_child=1 2 3 15 14 9 -8 26 -10 10 11 21 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=79911.084426812187 -75773.522903104778 -26860.699600281005 -24323.3176356353 41246.29561207386 -44253.731733686436 -25497.313333819817 -50863.993991902986 14796.164643176491 275722.36364996497 27947.845258510726 21172.827653159693 -48748.574487295613 50725.951506591897 -4018.3918576150909 -58046.170427668309 -1647.018352938512 123354.37919012851 106252.74982952891 -84499.948608012579 38221.385522941215 -42653.209835032721 27811.960815831346 36451.071289873551 86316.548149960116 174841.88568162418 -58790.659876545891 -19464.20057798754 119095.07521923468 184392.20907388226 65073.586562368568
leaf_weight=54673 15521 52941 520051 115373 7907 678406 107632 135557 11578 210641 111873 357671 107096 64507 11286 233740 63570 34897 55931 445064 30903 35323 27434 146757 26661 251900 121414 19762 7779 9956
leaf_count=54673 15521 52941 520051 115373 7907 678406 107632 135557 11578 210641 111873 357671 107096 64507 11286 233740 63570 34897 55931 445064 30903 35323 27434 146757 26661 251900 121414 19762 7779 9956
internal_value=0 16202 20.907 -12399.8 45082.3 -14232.5 9060.38 27865.3 114131 -20341.7 -4486.81 -24581.7 40237.3 55342.1 84751.1 16274.2 77778.7 39076.9 -30166.8 29536.4 32970.5 -36756.7 -42679.1 93639.1 99926.3 -33457.7 7212.92 28066.6 50288.2 -54081.2
internal_weight=0 1.90509e+06 1.22099e+06 932874 684099 2.16872e+06 450616 342984 66251 1.7181e+06 777839 532301 288114 235173 192611 356892 170666 245538 575982 491488 475967 420428 385105 181325 173418 940262 276733 155319 123152 261856
internal_count=4073804 1905087 1220988 932874 684099 2168717 450616 342984 66251 1718101 777839 532301 288114 235173 192611 356892 170666 245538 575982 491488 475967 420428 385105 181325 173418 940262 276733 155319 123152 261856
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=6 1 4 6 6 2 0 6 1 0 1 1 0 0 1 2 4 1 1 4 4 1 2 0 7 6 5 2 2 0
split_gain=7.7737e+16 6.50711e+16 3.33544e+16 3.25123e+16 2.76227e+16 2.41227e+16 2.22213e+16 1.98658e+16 1.92161e+16 8.0713e+16 1.71432e+16 4.1936e+16 2.27431e+16 1.99775e+16 1.66401e+16 1.5742e+16 1.46249e+16 1.33226e+16 1.30648e+16 1.29179e+16 1.33226e+16 1.59674e+16 1.25413e+16 2.01937e+16 1.11231e+16 1.01738e+16 1.05189e+16 1.01686e+16 1.35266e+16 3.62696e+16
threshold=53.005000000000003 38.989878900000008 5.5000000000000009 98.020000000000024 33.585000000000008 36.000000000000007 54.973017600000006 142.05000000000004 40.024897700000004 44.046956350000009 82.991167100000027 82.901648750000021 55.710673100000008 57.205086850000008 82.825258850000026 4214.5000000000009 3.5000000000000004 82.975438000000011 30.438492500000006 8.5000000000000018 18.500000000000004 37.290808600000013 2764.0000000000005 54.604289300000012 6.0000000000000009 27.215000000000003 2.5000000000000004 2828.5000000000005 2970.5000000000005 56.782540950000005
decision_type=2 2 2 2 2 2 2 2 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 15 25 -6 8 10 9 -3 11 12 14 27 -8 19 -7 22 -18 -4 -21 -22 23 -10 -23 26 -1 -14 -29 -30
right_child=1 6 3 -5 5 16 7 -9 17 -11 -12 -13 13 -15 -16 -17 18 -19 -20 20 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-69916.879255632943 -8804.1295822819029 215157.90670387197 115948.14601691021 142217.54255135378 35125.376267799184 -44119.530500510649 -63133.822598318598 165880.72674828063 -82949.642202661926 -10596.848636255359 -18059.759438173129 85065.403637961295 -48513.201578477914 -27500.939177841537 42753.456380537507 -16457.769846879371 21991.648288797049 8644.3980220208086 -9860.5072968402546 33585.030018539728 24826.297116742975 143402.19417011362 -50389.764002758922 94227.90739090892 69943.12718369365 -26468.288888891206 163240.92308714404 68644.059846452365 -58993.676155747642 51210.103694733909
leaf_weight=83240 107099 17477 28480 37483 130297 113968 64766 8476 10806 168757 147786 84068 14433 70132 19253 37771 141286 67528 1454064 273594 47101 32531 202477 15895 56262 403123 1981 89029 42143 102498
leaf_count=83240 107099 17477 28480 37483 130297 113968 64766 8476 10806 168757 147786 84068 14433 70132 19253 37771 141286 67528 1454064 273594 47101 32531 202477 15895 56262 403123 1981 89029 42143 102498
internal_value=0 15951.4 41956.6 52549.3 -11962.7 -6350.34 1618.88 13800.1 -14589 10588.9 11767.2 20831.2 7406.75 19624.5 -38869.7 45484.5 -9511.93 -30392.5 -7039.64 50826.5 46297.2 71890.6 -41894.8 22523.5 96856.2 -33104.7 -64497 32945.5 37977 19100.8
internal_weight=0 1.74584e+06 620321 513222 2.32796e+06 1.83962e+06 1.12552e+06 642584 482940 186234 634108 486322 402254 318235 84019 475739 1.70932e+06 296706 1.59535e+06 437968 409488 135894 229178 26701 88793 488344 85221 248103 233670 144641
internal_count=4073804 1745845 620321 513222 2327959 1839615 1125524 642584 482940 186234 634108 486322 402254 318235 84019 475739 1709318 296706 1595350 437968 409488 135894 229178 26701 88793 488344 85221 248103 233670 144641
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=0 4 6 0 0 1 0 2 1 6 4 0 4 1 0 1 0 6 4 1 1 1 0 1 1 1 0 7 1 2
split_gain=6.64259e+16 6.95763e+16 4.72999e+16 3.82646e+16 2.28414e+16 3.60429e+16 4.47235e+16 2.61052e+16 5.05907e+16 2.55149e+16 2.25582e+16 1.8918e+16 1.95821e+16 1.8058e+16 3.31094e+16 2.00848e+16 1.56767e+16 1.53382e+16 1.47855e+16 1.46257e+16 1.33451e+16 1.27904e+16 1.33197e+16 1.27503e+16 1.71843e+16 1.58254e+16 1.42995e+16 1.24133e+16 1.2305e+16 1.17113e+16
threshold=55.539595350000006 5.5000000000000009 81.02500000000002 55.876067900000002 45.07004340000001 40.377616600000003 44.601833250000006 7884.5000000000009 82.956351500000011 64.015000000000015 9.5000000000000018 59.848366150000011 8.5000000000000018 37.71815560000001 55.667390500000003 37.318079750000003 55.82518790000001 149.05000000000004 2.5000000000000004 37.488790500000007 60.516422150000004 83.015546400000019 55.030407050000001 56.240615550000008 55.90712030000001 103.8879505 54.604289300000012 6.0000000000000009 82.901648750000021 2970.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 18 3 13 5 6 9 23 17 -1 -10 20 27 14 19 -16 -17 28 -2 -3 -5 22 -12 24 -6 -25 -26 -13 -9 -20
right_child=1 2 -4 11 7 -7 -8 8 10 -11 21 12 -14 -15 15 16 -18 -19 29 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=62246.152733293515 -75531.81257063699 -22183.120562034557 79435.02012612269 -16970.809014610018 -25486.763952328616 -42305.828189837099 6355.1450857425725 8388.7922435606361 19097.582009573638 206070.46672201119 -41862.186554707609 72975.349286647004 21203.408459969341 23308.119899399757 4177.9634209595761 136736.73141602485 55392.98293416985 304526.93575036078 185.20754562679127 63881.405891348659 15482.983816882052 26162.245225356604 30439.754337277143 -53792.606108437576 -70693.741963655426 65004.517216176893 66930.873773113286 261160.2583898312 53385.028349849454 -32255.486916084647
leaf_weight=49862 41243 47844 144446 337802 668288 107632 276733 117054 111874 16389 357671 10351 236471 237654 20735 76158 34391 2079 273060 33621 202753 35323 27434 230110 9557 11788 35945 5300 126407 187829
leaf_count=49862 41243 47844 144446 337802 668288 107632 276733 117054 111874 16389 357671 10351 236471 237654 20735 76158 34391 2079 273060 33621 202753 35323 27434 230110 9557 11788 35945 5300 126407 187829
internal_value=0 13728.3 25271.6 18977.8 -11877.4 8180.41 24023.5 -17091.2 -3488.96 97825 -20809.9 5752.6 28373.2 42253.1 63415.9 94491.7 111431 34060.8 -18168.7 13336.1 -4797.94 -31429.1 -36711.6 -28162.2 -21438.1 -48003.5 38024.9 136702 31751.2 -13035.6
internal_weight=0 1.88966e+06 1.38753e+06 1.24308e+06 2.18415e+06 450616 342984 1.73353e+06 777842 66251 532302 792677 252122 450403 212749 131284 110549 245540 502132 81465 540555 420428 385105 955688 713790 241898 45502 15651 243461 460889
internal_count=4073804 1889658 1387526 1243080 2184146 450616 342984 1733530 777842 66251 532302 792677 252122 450403 212749 131284 110549 245540 502132 81465 540555 420428 385105 955688 713790 241898 45502 15651 243461 460889
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=6 1 3 6 6 0 2 1 0 0 1 6 5 1 0 4 0 1 3 0 4 0 0 0 1 6 2 1 2 0
split_gain=5.83612e+16 4.5095e+16 2.38639e+16 2.41123e+16 2.16808e+16 1.57086e+16 1.52536e+16 1.54995e+16 1.51731e+16 1.90827e+16 1.48102e+16 1.42131e+16 1.38293e+16 1.34311e+16 5.53494e+16 1.31269e+16 1.2408e+16 1.22366e+16 1.19538e+16 1.16576e+16 2.0039e+16 1.27069e+16 1.09778e+16 1.08635e+16 1.02252e+16 1.00243e+16 9.94901e+15 2.70476e+16 2.62987e+16 1.33612e+16
threshold=53.005000000000003 38.989878900000008 1.5000000000000002 108.05000000000001 35.57500000000001 54.973017600000006 75.000000000000014 37.858952300000006 55.520061350000013 55.866549750000011 37.488790500000007 142.05000000000004 2.5000000000000004 40.024897700000004 43.6005307 9.5000000000000018 55.622114900000007 30.438492500000006 1.5000000000000002 59.825842200000004 11.500000000000002 55.93962770000001 59.990753350000013 59.905532300000012 82.975438000000011 27.215000000000003 6082.0000000000009 82.991167100000027 4311.5000000000009 56.858606850000008
decision_type=2 2 2 2 2 2 2 2 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 6 25 13 7 10 -6 -10 16 18 19 14 -3 -14 -4 -11 -7 21 22 -8 23 -21 -15 -1 28 29 -20 -28
right_child=1 5 3 -5 8 11 12 -9 9 17 -12 -13 15 24 -16 -17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-57707.084583057258 -30867.997966901239 223649.34008589914 -45840.40149811322 136300.05715922356 -13159.284837365261 -25338.407372964597 39998.037614369641 -131692.22081629769 28777.047513824291 23830.327392535768 96656.633259099064 140768.50890263499 -19038.224794851831 -35026.629426696818 -4554.1066116387092 33584.89902960058 67805.405003824955 -12991.801848472094 20397.684687693756 67409.728885036893 41721.910494593481 -42518.591423890495 32540.222385239125 240109.41219764558 9249.5584458394642 -20957.442323861305 64775.016212752991 -15106.915845337424 -48175.529896050888 -19183.435580254834
leaf_weight=85221 49868 11316 15866 25506 894497 81506 127975 3814 248782 115852 84786 8476 93679 229178 174918 95962 24354 408372 224841 5088 52975 21848 5780 12820 67528 575235 145008 86503 74445 21805
leaf_count=85221 49868 11316 15866 25506 894497 81506 127975 3814 248782 115852 84786 8476 93679 229178 174918 95962 24354 408372 224841 5088 52975 21848 5780 12820 67528 575235 145008 86503 74445 21805
internal_value=0 13821.2 35469.9 41269 -10365.2 1889.81 36821.1 66890.9 -4291.7 5969.57 72949.8 12131.5 27512.5 -11737.5 9312.05 7590.09 22974.4 -4854.22 10412.1 44193.8 75909.9 27965 152367 191042 -24949.7 -25699.4 15685.1 30269.7 3340.65 53800.4
internal_weight=0 1.74584e+06 620321 570453 2.32796e+06 1.12552e+06 544947 128820 1.6675e+06 773006 125006 642584 416127 482940 186234 189641 40220 524224 634108 226486 76663 149823 23688 17908 296706 660456 552602 253316 299286 166813
internal_count=4073804 1745845 620321 570453 2327959 1125524 544947 128820 1667503 773006 125006 642584 416127 482940 186234 189641 40220 524224 634108 226486 76663 149823 23688 17908 296706 660456 552602 253316 299286 166813
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=4 0 7 6 0 4 1 0 4 1 5 0 0 4 1 7 1 2 2 0 0 0 2 2 1 1 0 1 6 1
split_gain=5.06966e+16 5.50891e+16 3.53446e+16 3.4764e+16 2.95378e+16 1.93437e+16 1.88753e+16 2.47206e+16 1.42613e+16 1.30261e+16 1.10701e+16 1.08863e+16 2.06091e+16 2.15029e+16 2.72122e+16 1.07999e+16 2.14052e+16 1.0609e+16 1.21923e+16 1.02513e+16 9.88108e+15 9.31685e+15 1.60236e+16 1.1491e+16 1.86909e+16 1.17631e+16 1.13679e+16 1.11298e+16 9.31676e+15 8.0404e+15
threshold=5.5000000000000009 55.568628050000008 6.0000000000000009 79.015000000000015 55.834019500000004 2.5000000000000004 37.71815560000001 55.667390500000003 20.500000000000004 37.131181300000009 1.5000000000000002 59.882709350000006 59.982409200000006 11.500000000000002 30.410676000000006 6.0000000000000009 30.389265100000003 6877.0000000000009 5261.5000000000009 43.6005307 55.743464250000009 55.93962770000001 2632.5000000000005 2875.5000000000005 60.549354600000008 60.636764050000004 60.01610465000001 49.195555600000006 39.025000000000013 82.956351500000011
decision_type=2 2 2 2 2 2 2 2 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 8 4 6 -1 7 -3 10 -9 -2 -6 13 14 15 -13 -17 18 -12 -10 -8 27 -23 26 -25 -26 -24 -5 -7 -19
right_child=1 3 -4 21 11 28 20 9 19 -11 17 12 -14 -15 -16 16 -18 29 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-57281.743201774749 -10053.569807129876 16437.98578869001 -25390.644184375356 113593.22700519144 -1289.4277944043424 -27904.342007633491 420.37516953224559 -98110.21041098467 352786.48349022609 106569.30023320159 11828.712889495555 119689.58893045779 -571.76698850563014 28119.175284217912 -23904.586334026026 222724.08303788683 738209.40439775318 57674.907580977342 -33294.575051419226 46549.678204336131 43790.557367408874 -58866.178477809182 122828.0000099133 -60388.667854530911 160376.19287955173 33691.065132493386 -10703.923223624583 -41969.167731393602 -7270.5883704890075 13444.067776662472
leaf_weight=112167 396474 59296 579916 49051 617898 314724 114025 3223 1113 88153 288518 9746 129449 59249 7837 9639 879 73430 75563 61167 97408 12381 36449 15855 10275 25567 7727 5075 718208 93342
leaf_count=112167 396474 59296 579916 49051 617898 314724 114025 3223 1113 88153 288518 9746 129449 59249 7837 9639 879 73430 75563 61167 97408 12381 36449 15855 10275 25567 7727 5075 718208 93342
internal_value=0 6975.47 -5787.45 21713.5 15822.6 -17840.5 39674.6 66720.4 5700.14 99349.9 2589.1 5475.23 24755.2 62288.6 134333 195530 265804 12031.4 2463.62 52022.4 20401.2 65131.6 48194.1 62019.9 30016.9 70008.5 99471.4 99007.3 -13557.5 32919
internal_weight=0 2.9287e+06 1.56952e+06 1.35918e+06 1.1968e+06 1.1451e+06 362105 150672 989607 91376 927327 834697 216799 87350 28101 20264 10518 530853 364081 62280 211433 162380 108254 95873 51697 35842 44176 54126 1.03293e+06 166772
internal_count=4073804 2928705 1569523 1359182 1196802 1145099 362105 150672 989607 91376 927327 834697 216799 87350 28101 20264 10518 530853 364081 62280 211433 162380 108254 95873 51697 35842 44176 54126 1032932 166772
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=6 1 4 6 3 4 4 7 6 0 6 0 0 2 2 2 1 1 1 0 6 1 0 0 0 7 6 4 7 0
split_gain=4.22405e+16 4.11217e+16 2.48668e+16 2.26231e+16 1.34018e+16 1.25814e+16 1.76501e+16 1.54325e+16 1.23041e+16 1.2293e+16 1.34631e+16 1.302e+16 1.39525e+16 1.17488e+16 1.61589e+16 2.40383e+16 2.54682e+16 2.31993e+16 1.99275e+16 1.83534e+16 1.20537e+16 1.11944e+16 4.88904e+16 1.11884e+16 1.07294e+16 1.2291e+16 1.06067e+16 9.90196e+15 1.10483e+16 1.10946e+16
threshold=42.005000000000003 38.989878900000008 5.5000000000000009 103.03500000000001 1.5000000000000002 18.500000000000004 8.5000000000000018 6.0000000000000009 28.005000000000006 54.962581500000006 149.05000000000004 54.94110555000001 54.707511300000007 2865.5000000000005 2970.5000000000005 6082.0000000000009 82.991167100000027 49.692247900000005 65.493200550000012 56.904718250000009 80.030000000000015 40.024897700000004 44.046956350000009 59.939085000000013 59.905532300000012 6.0000000000000009 72.020000000000024 9.5000000000000018 6.0000000000000009 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 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 5 -3 6 24 -7 -1 11 13 12 21 -11 17 18 19 20 -16 -17 -15 22 26 -9 -4 -26 -6 -8 -29 -30
right_child=1 4 3 -5 9 7 27 23 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-47825.249746460162 -6558.1918309759731 -23924.505858095887 52738.696674363775 121395.71285327357 100544.88274702396 86952.869909173358 -9483.65268349498 42176.911464767094 -11483.000691148613 -27259.308451098175 154242.68698181814 -43395.379827644356 47321.725952592227 48468.24546439627 -41587.086687385214 46364.54769266332 -15551.05951052371 -45015.760019604058 15859.505039738615 -48617.399967377205 140310.14178216583 -23316.056843502658 -7336.0973175702638 -43069.206989284583 82058.591864968199 296425.53119151655 247907.99450363705 37333.256623113986 -20637.397368797567 48411.187534112672
leaf_weight=100369 201037 233146 36279 27975 17462 74753 119331 96366 1296848 83301 6381 92417 50385 99349 151020 245502 129319 24721 100614 22182 16691 242991 236875 18324 6973 4339 6781 217580 82003 32490
leaf_count=100369 201037 233146 36279 27975 17462 74753 119331 96366 1296848 83301 6381 92417 50385 99349 151020 245502 129319 24721 100614 22182 16691 242991 236875 18324 6973 4339 6781 217580 82003 32490
internal_value=0 7357.09 24520.5 33241.7 -1594.22 29659.5 21329.9 51599.7 -14093.6 1817.47 9516.96 -8645.26 -2853.5 8458.75 12227.9 5562.92 20889.3 42940.5 -18617.5 38493.7 61678.6 -7868.44 6506.79 28557.2 79252.2 164284 141764 15223.2 24101.7 -1043.29
internal_weight=0 2.67659e+06 917450 716413 1.75914e+06 688438 498995 189443 1.39722e+06 1.52599e+06 879080 646911 554494 872699 789398 648637 397003 140761 251634 267684 116040 504109 261118 114690 47591 11312 24243 451404 332073 114493
internal_count=4073804 2676587 917450 716413 1759137 688438 498995 189443 1397217 1525991 879080 646911 554494 872699 789398 648637 397003 140761 251634 267684 116040 504109 261118 114690 47591 11312 24243 451404 332073 114493
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=4 0 0 7 2 1 7 4 6 4 4 1 6 4 0 4 1 1 2 1 7 1 1 6 0 0 0 0 1 2
split_gain=3.63819e+16 3.92211e+16 2.73592e+16 2.6195e+16 2.38159e+16 1.98166e+16 1.9797e+16 1.88133e+16 1.6628e+16 1.51905e+16 1.31318e+16 1.26656e+16 1.28087e+16 1.20149e+16 1.06445e+16 1.05962e+16 9.42302e+15 1.89611e+16 9.00193e+15 9.97763e+15 1.46999e+16 8.36748e+15 1.01182e+16 9.20226e+15 7.90486e+15 8.01666e+15 7.93811e+15 7.64561e+15 1.70753e+16 1.07601e+16
threshold=5.5000000000000009 55.568628050000008 55.93962770000001 6.0000000000000009 2632.5000000000005 37.768783500000005 6.0000000000000009 17.500000000000004 116.05000000000001 2.5000000000000004 25.500000000000004 37.234509300000006 65.805000000000021 8.5000000000000018 55.812023600000011 20.500000000000004 49.300375350000003 49.030112300000006 2875.5000000000005 30.242318500000007 6.0000000000000009 37.475446350000006 37.586700500000006 89.00500000000001 56.148747500000006 56.067362750000008 56.342669500000007 44.601833250000006 40.377616600000003 7833.0000000000009
decision_type=2 2 2 2 2 2 2 2 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 5 15 -4 6 7 11 13 -1 21 -3 -13 18 -12 27 17 -7 19 -6 -21 -8 -23 -24 25 -15 -26 28 -2 -29
right_child=1 2 4 -5 8 16 10 -9 -10 -11 14 12 -14 24 -16 -17 -18 -19 -20 20 -22 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=-50064.94765967183 91797.712155861824 -50554.261501813438 -34831.287472324067 -21736.051230608799 -38510.584418117425 -1659.409615967943 -19051.156311608047 143532.21221083775 125241.53836117013 -11317.845015323655 162104.67173261178 52727.110762040749 141879.71886349344 12729.188946033901 14499.971863508761 44958.417603730893 -43440.021418614298 58971.882632649736 13567.183872439073 75794.128036623995 266645.21536395315 107286.97648338019 5694.0267827666894 206121.04058875004 56650.587108292653 -52645.910035613866 9405.3923525350092 -7439.8697723545329 -25381.288632722746 16295.454208902014
leaf_weight=112167 28241 9563 116647 579916 3867 133207 47135 34862 13165 1032932 11776 84789 19897 35362 8350 62280 24635 84170 18910 12332 5999 15327 49898 2401 38027 39946 548917 595738 22220 281128
leaf_count=112167 28241 9563 116647 579916 3867 133207 47135 34862 13165 1032932 11776 84789 19897 35362 8350 62280 24635 84170 18910 12332 5999 15327 49898 2401 38027 39946 548917 595738 22220 281128
internal_value=0 5909.16 18344.8 -4859.88 7071.7 36200.7 54118.3 79229.8 13893.3 -15113.3 26358.7 59608.5 69671.8 11809.2 100866 5029.67 15174.8 21817.5 64268.1 107459 138252 13292.2 35835.4 14895.5 8552.89 -21948.1 12466.3 2348.02 40199.1 169.804
internal_weight=0 2.9287e+06 1.35918e+06 1.56952e+06 833172 526010 283998 149111 716525 1.1451e+06 134887 114249 104686 703360 20126 989607 242012 217377 41108 22198 18331 114761 67626 52299 662252 75308 586944 927327 50461 876866
internal_count=4073804 2928705 1359182 1569523 833172 526010 283998 149111 716525 1145099 134887 114249 104686 703360 20126 989607 242012 217377 41108 22198 18331 114761 67626 52299 662252 75308 586944 927327 50461 876866
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=6 1 3 6 2 4 6 0 0 0 0 1 1 1 1 6 1 0 1 7 0 1 0 6 1 6 2 4 6 5
split_gain=3.40171e+16 3.0579e+16 1.92778e+16 1.87378e+16 1.37984e+16 1.17187e+16 1.05774e+16 1.0564e+16 1.68826e+16 2.06144e+16 1.62491e+16 1.32243e+16 1.63341e+16 2.96359e+16 1.41278e+16 1.0022e+16 9.81706e+15 9.39569e+15 1.17435e+16 8.97206e+15 1.06822e+16 2.08237e+16 1.05078e+16 1.21967e+16 1.1178e+16 1.03734e+16 9.45127e+15 9.30814e+15 8.58382e+15 8.37974e+15
threshold=39.355000000000011 38.989878900000008 1.5000000000000002 122.65000000000002 2875.5000000000005 3.5000000000000004 247.90000000000001 55.743464250000009 55.102137100000007 55.030407050000001 55.840017500000009 60.549354600000008 44.628646350000004 43.932356550000009 60.636764050000004 81.705000000000013 49.195555600000006 44.878071950000013 30.624707450000006 6.0000000000000009 43.687280500000007 40.965343750000009 54.604289300000012 168.45000000000002 82.956351500000011 74.615000000000009 3062.5000000000005 9.5000000000000018 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 2 -2 4 15 -3 -5 8 9 19 16 12 13 -12 -13 -4 -9 -6 -19 20 21 25 26 24 -24 -7 -22 -26 -15 -8
right_child=1 5 3 6 17 7 29 10 -10 -11 11 14 -14 28 -16 -17 -18 18 -20 -21 22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-15476.493813883382 -24135.454774305286 -32997.447297779356 22413.784760832295 168003.34958730638 184492.013891874 76843.214196128756 -493608.45685754094 82068.862385695393 -37079.235892262244 39886.128475728525 -10167.71117548029 65188.795526303598 -30032.758657543469 85436.670588290959 8263.0840981704405 56892.744659725569 4604.4707312382243 22524.948068934114 -46215.396063329026 -18255.855470661925 -26306.894215819382 -13477.038186611324 42262.048077102612 323039.46882672992 46052.649046785307 231914.55613160963 3273.3846060297733 -19987.645826004315 235238.84035796524 254685.47771363385
leaf_weight=1053082 92525 113747 723422 11713 2372 18473 443 47765 145168 111929 80296 57933 163190 22186 176182 95424 24882 43395 58164 352528 209994 28254 84685 1288 27588 5628 222425 94275 4622 226
leaf_count=1053082 92525 113747 723422 11713 2372 18473 443 47765 145168 111929 80296 57933 163190 22186 176182 95424 24882 43395 58164 352528 209994 28254 84685 1288 27588 5628 222425 94275 4622 226
internal_value=0 5395.4 19406.9 23715 22075.3 -1829.44 145915 57.0565 -4933.86 -900.84 11320 4951.71 -10117.5 20226.6 22349.7 26431.8 55536.9 -12248.4 -16843.4 -5268.92 1341.24 44770.5 -2210.07 16268.6 14355.6 113055 -11091.6 -5037.09 111264 -240822
internal_weight=0 3.02072e+06 1.02768e+06 935159 922777 1.99304e+06 12382 1.87929e+06 1.30224e+06 1.15707e+06 577056 504409 270294 107104 234115 818846 72647 103931 101559 1.04514e+06 692610 52355 640255 207836 206548 24101 432419 121863 26808 669
internal_count=4073804 3020722 1027684 935159 922777 1993038 12382 1879291 1302235 1157067 577056 504409 270294 107104 234115 818846 72647 103931 101559 1045138 692610 52355 640255 207836 206548 24101 432419 121863 26808 669
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=3 6 1 6 2 0 0 0 0 7 1 2 6 5 0 1 1 0 4 0 6 5 6 0 0 0 0 0 1 4
split_gain=2.83975e+16 3.0736e+16 1.84587e+16 1.24059e+16 1.05324e+16 1.0407e+16 1.76807e+16 3.5935e+16 1.63239e+16 1.14963e+16 9.39811e+15 9.26268e+15 8.75447e+15 1.54168e+16 8.20886e+15 1.07851e+16 1.40573e+16 1.02487e+16 7.75774e+15 7.65625e+15 7.40128e+15 6.34e+15 9.11196e+15 7.3526e+15 6.1846e+15 1.01487e+16 8.68005e+15 6.27645e+15 8.99651e+15 6.16885e+15
threshold=1.5000000000000002 59.505000000000003 37.873748150000004 30.025000000000002 4214.5000000000009 55.595177750000005 55.93962770000001 59.825842200000004 60.01610465000001 6.0000000000000009 37.234509300000006 5325.0000000000009 156.15000000000003 2.5000000000000004 54.962581500000006 39.749243900000003 82.991167100000027 55.071632200000003 27.500000000000004 59.898927250000007 116.05000000000001 2.5000000000000004 79.015000000000015 43.051287600000009 55.568628050000008 55.834019500000004 44.601833250000006 59.825842200000004 37.234509300000006 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 3 5 -2 18 20 9 -8 19 10 -7 -6 21 -14 -13 -16 17 -17 24 -9 -3 22 -4 -24 26 -26 -5 28 -27 -21
right_child=1 2 12 4 11 6 7 8 -10 -11 -12 14 13 -15 15 16 -18 -19 -20 29 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-22363.823781269944 -29944.076256304015 105.21817266141646 13193.50931037728 34805.343517940208 -37167.343820765396 -30753.940648860003 -79173.9426001588 24279.46186478261 -18311.204842646941 42066.682811796862 118352.71227876231 -21101.320723073401 -258525.05039802322 145969.23794572341 -84497.460173536485 42463.822082064959 -20384.012220632339 2340.7930183184862 71602.853773929848 113093.22523132358 140977.25254706302 788.73895229995765 -81147.332948516327 87512.712424183628 24037.792324606649 -52013.938674429577 -8447.7889431268577 15056.300075205096 -1564.7470675192767 42800.815519855452
leaf_weight=498334 162901 82564 257911 50565 114025 4584 27605 24810 27462 51533 54299 238244 1056 8748 13885 107823 140660 155436 16564 39249 3906 524262 2857 27123 276487 39454 562829 200657 339662 18309
leaf_count=498334 162901 82564 257911 50565 114025 4584 27605 24810 27462 51533 54299 238244 1056 8748 13885 107823 140660 155436 16564 39249 3906 524262 2857 27123 276487 39454 562829 200657 339662 18309
internal_value=0 3116.98 16528 -3292.95 -1368.78 36339.3 46760.5 22820.6 48456.2 76558.5 106745 -10860.4 8469.98 102401 -6288.11 2158.81 5137.68 18774 3549.24 70716.9 6468.65 7336.09 19259.1 71439.9 2782.23 8272.77 -4882.23 754.621 -6814.91 90733.5
internal_weight=0 3.57547e+06 1.15628e+06 2.41919e+06 2.25629e+06 334321 247851 137435 109830 110416 58883 770073 821957 9804 656048 417804 403919 263259 1.48622e+06 82368 86470 812153 287891 29980 1.46965e+06 856260 613394 579773 379116 57558
internal_count=4073804 3575470 1156278 2419192 2256291 334321 247851 137435 109830 110416 58883 770073 821957 9804 656048 417804 403919 263259 1486218 82368 86470 812153 287891 29980 1469654 856260 613394 579773 379116 57558
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=4 6 1 6 4 1 0 1 0 0 0 1 4 4 4 7 6 0 0 0 1 1 0 0 6 5 7 0 0 0
split_gain=2.48015e+16 2.41335e+16 1.98667e+16 1.57149e+16 1.01167e+16 1.10972e+16 1.44369e+16 1.07452e+16 1.01906e+16 2.28288e+16 2.24588e+16 1.24903e+16 1.21743e+16 1.68014e+16 1.30955e+16 1.02414e+16 9.432e+15 9.02721e+15 8.9773e+15 1.20525e+16 9.52051e+15 1.14417e+16 8.89834e+15 9.9418e+15 8.71576e+15 9.18616e+15 8.07622e+15 7.04846e+15 1.39313e+16 1.03984e+16
threshold=3.5000000000000004 44.010000000000012 38.989878900000008 116.05000000000001 18.500000000000004 37.343102500000008 56.288960650000007 37.682335600000009 59.898927250000007 55.93962770000001 59.990753350000013 30.410676000000006 15.500000000000002 6.5000000000000009 9.5000000000000018 6.0000000000000009 247.90000000000001 59.699368850000006 55.520061350000013 45.07004340000001 37.897576350000001 37.234509300000006 55.633951400000008 55.858844800000007 26.495000000000001 2.5000000000000004 6.0000000000000009 55.759969450000007 55.840017500000009 55.111813300000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 22 9 15 11 12 13 -10 26 18 -5 -11 19 -3 21 -20 -7 -24 25 -2 -15 29 -29 -4
right_child=1 2 27 16 5 6 -8 -9 10 17 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-31453.887170713646 -49332.707657620136 41137.08189399277 566.04604504757617 130828.54376323528 9432.3078903906844 16957.021498656421 882516.79141312733 26421.571281504454 27818.210655288574 -64265.48870023559 -13700.414190089692 188.90386553211698 -26457.053811777441 152664.74014366025 113308.37432901878 -12543.348544982478 -246293.07107424704 -4803.5649275311835 -42146.357877391631 -14368.541847439559 914.7850042535058 68652.489108619091 148843.2433729902 47482.591421984391 -6222.5471228357637 191631.75984272046 327201.64720085874 61659.010809820837 5807.2733638701529 -31252.142720888631
leaf_weight=236154 64278 68810 932301 16481 72268 12905 213 53191 13382 52644 45686 15838 6419 4713 19371 88034 691 49574 10264 90667 38720 101347 26587 15214 1459299 1622 6060 50188 405456 115427
leaf_count=236154 64278 68810 932301 16481 72268 12905 213 53191 13382 52644 45686 15838 6419 4713 19371 88034 691 49574 10264 90667 38720 101347 26587 15214 1459299 1622 6060 50188 405456 115427
internal_value=0 1935.55 8375.83 21010.5 18958.3 39769.5 60048.9 58425.3 12819.7 6724.95 40161.5 77568.3 102106 121066 162462 17555.2 115653 -35427.5 26107.9 9580.63 43640.7 58463.2 89542.8 111952 -7828.97 -43401.8 250845 1576.14 11959.2 -2939.33
internal_weight=0 3.83765e+06 2.31245e+06 809079 791907 180378 108110 107897 611529 500060 111469 65783 49945 43526 30144 397842 17172 102218 309808 159477 150331 111611 54706 41801 1.5252e+06 65900 10773 1.50337e+06 455644 1.04773e+06
internal_count=4073804 3837650 2312451 809079 791907 180378 108110 107897 611529 500060 111469 65783 49945 43526 30144 397842 17172 102218 309808 159477 150331 111611 54706 41801 1525199 65900 10773 1503372 455644 1047728
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=3 6 0 0 5 6 6 0 0 4 6 6 5 6 1 1 7 1 4 7 2 0 1 0 0 2 0 1 1 1
split_gain=2.12455e+16 2.16688e+16 1.25177e+16 1.17176e+16 1.1837e+16 1.45892e+16 1.08067e+16 1.06702e+16 1.00676e+16 1.01792e+16 9.51774e+15 8.58451e+15 8.91116e+15 9.33035e+15 8.26323e+15 6.92526e+15 6.83449e+15 7.9498e+15 7.34353e+15 6.78175e+15 7.76941e+15 1.14237e+16 1.04366e+16 1.52856e+16 5.84946e+15 6.90589e+15 6.01638e+15 5.18455e+15 5.0913e+15 5.06268e+15
threshold=1.5000000000000002 59.505000000000003 55.568628050000008 55.834019500000004 2.5000000000000004 106.49500000000002 189.00000000000003 55.775215600000003 59.898927250000007 13.500000000000002 36.605000000000011 156.15000000000003 3.5000000000000004 247.90000000000001 37.897576350000001 82.956351500000011 6.0000000000000009 37.234509300000006 25.500000000000004 6.0000000000000009 6877.0000000000009 45.07004340000001 40.377616600000003 43.6005307 55.017684700000011 8299.5000000000018 55.061158000000006 82.975438000000011 39.004719500000007 103.8879505
decision_type=2 2 2 2 2 2 2 2 2 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 11 7 6 -6 8 14 -5 -10 -2 19 13 -13 16 -12 17 -4 -18 20 21 22 23 -3 25 -22 27 -26 -25 -23
right_child=1 2 3 4 5 -7 -8 -9 9 -11 15 12 -14 -15 -16 -17 18 -19 -20 -21 24 29 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-19343.702454082701 -13015.869084115368 179810.28370712846 -48034.890746918485 24843.669391484844 -5692.4057315094324 71688.13907189788 -449135.12035916757 91614.164851250156 137397.05479453181 31924.575226829646 4156.3434198309442 113054.03811399576 178550.95360766997 -327570.00899626984 -5151.7482507615769 -11792.54395644163 626.02793430177144 101549.65607979063 130291.3168243863 -13537.68796811741 96938.308808573478 -14994.636402621916 -36143.896665733941 50752.584324768322 100524.95629974577 1588.8495903440073 -9239.3797534735659 21617.65491839113 1169.4988190012889 121270.00345203365
leaf_weight=498334 651681 7338 4020 104840 220878 27386 452 42136 18687 17930 1431305 1159 5369 821 38096 336206 28177 30577 5169 177083 8628 196092 21424 47951 26678 63504 10561 12105 36452 2765
leaf_count=498334 651681 7338 4020 104840 220878 27386 452 42136 18687 17930 1431305 1159 5369 821 38096 336206 28177 30577 5169 177083 8628 196092 21424 47951 26678 63504 10561 12105 36452 2765
internal_value=0 2696.04 13956.5 25103.8 16012.1 2843.44 39050 49044 40609.9 85751.1 -2685.99 4244.79 111680 -69649.2 32128.2 1122.64 53031.2 84168.7 20725.6 2951.7 9687.57 1334.37 26698.8 41374.3 31143.5 12994 57674.9 75896.3 29338.6 -13099.9
internal_weight=0 3.57547e+06 1.15628e+06 538348 390173 248264 141909 148175 141457 36617 2.41919e+06 617930 7349 1980 106039 1.76751e+06 67943 34597 33346 610581 433498 312022 113165 91741 121476 72132 49344 38783 84403 198857
internal_count=4073804 3575470 1156278 538348 390173 248264 141909 148175 141457 36617 2419192 617930 7349 1980 106039 1767511 67943 34597 33346 610581 433498 312022 113165 91741 121476 72132 49344 38783 84403 198857
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=4 7 4 4 0 0 1 4 3 0 0 4 6 5 6 2 6 0 2 2 0 0 6 0 2 0 1 1 1 0
split_gain=1.90253e+16 2.55238e+16 2.36517e+16 1.24352e+16 3.45582e+16 1.45979e+16 1.42857e+16 1.33327e+16 9.73756e+15 8.83184e+15 8.79446e+15 8.40238e+15 7.40905e+15 7.48175e+15 7.88206e+15 6.93943e+15 6.43071e+15 6.04883e+15 5.86805e+15 8.72379e+15 7.80899e+15 6.297e+15 1.0072e+16 5.57116e+15 5.47987e+15 5.86995e+15 5.37312e+15 5.21404e+15 6.4204e+15 4.92822e+15
threshold=5.5000000000000009 6.0000000000000009 20.500000000000004 9.5000000000000018 59.905532300000012 59.982409200000006 48.411058050000008 25.500000000000004 1.5000000000000002 54.947759400000002 54.94110555000001 2.5000000000000004 69.015000000000015 3.5000000000000004 168.45000000000002 75.000000000000014 247.90000000000001 44.046956350000009 9651.0000000000018 4214.5000000000009 44.046956350000009 54.810424650000009 189.00000000000003 59.91832440000001 2343.5000000000005 54.604289300000012 38.011626600000007 30.410676000000006 30.389265100000003 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 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 4 6 27 -3 29 -2 10 24 26 -11 16 -15 -4 -14 -17 19 20 -13 -20 -23 -22 -10 -26 -1 28 -6 -5
right_child=1 3 15 7 5 -7 -8 -9 9 12 -12 18 13 14 -16 17 -18 -19 21 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-96482.741580580434 -16355.134551239091 -19486.641135217425 104628.54493101613 -19782.210399264459 260383.43965399737 106.09875722798434 70182.303212856379 38576.414529285532 -44262.638028583977 11753.32568540307 -54213.250801764829 40832.699006682284 44155.576733027308 -18167.21952032515 171033.41154941125 240138.58017561265 -386812.73363427597 38377.111477876344 -25958.460676812709 -27149.900353051584 -9671.331160864529 23121.546628103471 584223.15070093458 34552.299623269006 1985.2703471565103 38749.051450911807 -28880.712629663787 -75372.703807215075 638104.56953855907 -4937.2107330431954
leaf_weight=13345 149997 64108 19207 570143 6984 2816 24579 50929 23212 770857 28008 35211 156562 35383 2348 1502 347 138774 32547 242780 597677 94484 321 29912 466197 47892 98822 425 481 367954
leaf_count=13345 149997 64108 19207 570143 6984 2816 24579 50929 23212 770857 28008 35211 156562 35383 2348 1502 347 138774 32547 242780 597677 94484 321 29912 466197 47892 98822 425 481 367954
internal_value=0 4273.16 11452.6 -7865.74 25851.6 195564 5364.5 -11254.2 7960.49 10343.1 416.529 -10929 16155.2 33588.4 -6393.26 48256.1 43202.5 40537.5 -8106.26 -10932.8 -4992.52 11992.6 25021.4 -7563.55 3264.23 5410.15 -36923.6 265325 284722 -13959.5
internal_weight=0 2.9287e+06 1.84029e+06 1.08842e+06 99393 10706 88687 989026 1.6808e+06 1.53081e+06 565309 1.1451e+06 965497 194640 37731 159483 156909 140276 1.03293e+06 905580 662800 127352 94805 627589 537301 514089 112167 7890 7465 938097
internal_count=4073804 2928705 1840286 1088419 99393 10706 88687 989026 1680803 1530806 565309 1145099 965497 194640 37731 159483 156909 140276 1032932 905580 662800 127352 94805 627589 537301 514089 112167 7890 7465 938097
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=6 4 1 1 0 7 1 2 2 0 0 1 1 1 0 6 0 1 0 1 0 1 0 6 1 6 2 1 1 1
split_gain=1.64809e+16 1.63546e+16 1.51406e+16 1.40254e+16 1.52677e+16 1.3717e+16 1.17004e+16 1.1211e+16 1.64527e+16 1.628e+16 1.44042e+16 1.49241e+16 1.46408e+16 1.63112e+16 1.29643e+16 1.10122e+16 9.35872e+15 9.04223e+15 8.10779e+15 8.0703e+15 7.88704e+15 8.3503e+15 2.06246e+16 7.73345e+15 7.70108e+15 7.49013e+15 7.41254e+15 8.11896e+15 1.55323e+16 1.19024e+16
threshold=39.355000000000011 19.500000000000004 30.438492500000006 37.234509300000006 51.307150200000002 6.0000000000000009 30.260128500000004 3999.0000000000005 5325.0000000000009 43.6005307 54.962581500000006 82.981285100000022 82.991167100000027 60.307188350000011 55.007293000000011 189.00000000000003 57.670849000000011 30.624707450000006 54.810424650000009 30.345769800000003 55.568628050000008 37.71815560000001 56.115175650000005 88.00500000000001 56.805602900000004 74.015000000000015 2865.5000000000005 44.064675150000006 43.932356550000009 49.030112300000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -2 9 23 -5 11 -10 13 24 15 -14 20 -6 -13 -8 -11 22 -22 -9 -12 -15 -23 28 -28 -29
right_child=1 5 3 7 17 -7 19 8 10 16 12 18 14 25 -16 -17 -18 -19 -20 -21 21 26 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-10772.448275434746 -1247.5524234330103 47791.905189500867 36745.355577014692 98182.448817050783 -2513.4900808782836 7958.1863968670041 71807.345428654851 -28967.700249908539 -36143.879719466073 -1167.5258602265428 146.45087543743688 -207.07977964305292 65601.003835059179 23830.820242510163 -20178.759956134876 779867.86763698631 -50994.566380389297 -70101.143507026907 79452.318167991107 19146.125073481289 46330.047219875822 -5977.9889432908931 -132950.8137774381 -104752.47783791632 -81299.412880280332 66966.973846661465 550.20940453822129 -36763.764019341434 119497.88823969805 21143.179767300517
leaf_weight=1053082 83044 142984 24490 19080 27346 218638 63850 160763 186120 673968 30680 82932 15011 212997 181733 219 29040 71679 15104 53472 122985 208087 6770 14696 18677 49634 22629 42307 21322 220465
leaf_count=1053082 83044 142984 24490 19080 27346 218638 63850 160763 186120 673968 30680 82932 15011 212997 181733 219 29040 71679 15104 53472 122985 208087 6770 14696 18677 49634 22629 42307 21322 220465
internal_value=0 3755.48 1042.02 -1112.05 -33952.3 23708.3 27475.1 624.94 -7605.5 6457.96 -1475.27 -19511.2 8594.5 22070.7 -12751.7 75871.8 5159.26 -51436.6 12065.7 47805.9 6396.02 14304.6 36976 -35315.2 -30673.2 31983 8590.37 18473.8 58255.4 11820
internal_weight=0 3.02072e+06 2.6591e+06 2.45873e+06 123515 361622 200366 2.33522e+06 968566 1.36665e+06 793107 284156 508951 311988 196963 15230 1.34757e+06 99025 98036 117322 1.31853e+06 644565 129755 175459 49357 262631 514810 306723 43951 262772
internal_count=4073804 3020722 2659100 2458734 123515 361622 200366 2335219 968566 1366653 793107 284156 508951 311988 196963 15230 1347573 99025 98036 117322 1318533 644565 129755 175459 49357 262631 514810 306723 43951 262772
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=4 6 2 0 6 0 4 2 1 1 1 0 7 4 4 0 0 1 1 0 6 5 5 6 1 1 1 6 0 2
split_gain=1.52951e+16 1.39719e+16 9.00027e+15 1.46292e+16 8.91014e+15 8.03849e+15 7.44338e+15 6.78268e+15 9.35132e+15 7.17969e+15 6.48724e+15 6.45656e+15 6.14965e+15 1.15946e+16 1.13275e+16 1.89123e+16 6.63255e+15 6.45405e+15 5.93975e+15 6.59655e+15 5.93227e+15 8.64906e+15 6.64433e+15 5.87925e+15 5.81898e+15 5.48768e+15 5.41953e+15 5.18967e+15 5.03946e+15 5.03046e+15
threshold=3.5000000000000004 79.015000000000015 2875.5000000000005 44.046956350000009 36.605000000000011 47.139841100000005 27.500000000000004 2865.5000000000005 38.97264950000001 43.932356550000009 38.927872750000006 56.309668500000008 6.0000000000000009 16.500000000000004 9.5000000000000018 59.905532300000012 59.982409200000006 37.897576350000001 37.374856000000008 55.520061350000013 149.05000000000004 2.5000000000000004 2.5000000000000004 247.90000000000001 38.782330450000011 39.689978950000004 48.411058050000008 122.65000000000002 45.029425500000009 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 24 12 8 10 -9 23 -11 13 -6 15 26 -17 18 -15 -20 21 -7 -22 27 -4 -19 -14 29 -12 -5
right_child=1 2 5 7 6 20 -8 9 -10 11 28 -13 14 17 -16 16 -18 25 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-24700.843761952885 -10630.372087613883 198560.63520421233 247940.89145126191 67279.616053171165 1052.1740363743156 77722.946137943902 54866.830602041387 -35573.37560598251 -12355.246797309283 69889.483548787801 250239.58805299841 289329.21096092899 -4254.0906619015877 17840.341720564113 -10409.676294740533 222100.1619751839 43219.518505779299 -6977.0838546527739 -14880.818500206784 74681.362372680684 -242359.59108169191 2132.996568886475 120605.88177848514 -309739.50842363917 -64786.15626080607 26768.342574851635 50602.804842051271 115565.428005992 79792.052702225919 17176.39422848701
leaf_weight=236154 702262 5333 614 26684 1581773 16447 26379 2041 45609 2562 2228 2813 61847 63898 692388 6156 3125 93714 9705 53879 541 190049 7442 496 19226 99203 25408 7525 7833 80470
leaf_count=236154 702262 5333 614 26684 1581773 16447 26379 2041 45609 2562 2228 2813 61847 63898 692388 6156 3125 93714 9705 53879 541 190049 7442 496 19226 99203 25408 7525 7833 80470
internal_value=0 1519.99 18780.3 35359.4 -589.325 5790.28 2005.53 30476.9 26412.9 124101 40531.6 184733 1487.36 4565.97 -5935.44 26155.2 161869 21913.1 39372.6 61011.2 11423.6 8153.59 96008.1 33804.8 -55108 10375.7 11719.8 35290.7 117538 29653.3
internal_weight=0 3.83765e+06 417913 183594 3.41974e+06 234319 2.71748e+06 178261 170845 7416 125236 5375 2.6911e+06 1.90217e+06 788924 96536 9281 320399 127482 63584 214479 206496 7983 115175 19840 192917 87255 114679 10061 107154
internal_count=4073804 3837650 417913 183594 3419737 234319 2717475 178261 170845 7416 125236 5375 2691096 1902172 788924 96536 9281 320399 127482 63584 214479 206496 7983 115175 19840 192917 87255 114679 10061 107154
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=4 7 4 4 4 0 3 0 4 6 5 1 0 0 0 4 1 1 4 4 4 2 4 1 0 0 2 2 1 1
split_gain=1.24987e+16 1.71337e+16 1.4169e+16 9.08944e+15 8.7498e+15 7.89013e+15 7.51212e+15 6.73509e+15 2.49815e+16 6.53931e+15 6.68926e+15 6.15494e+15 5.88944e+15 6.41314e+15 5.85631e+15 6.74477e+15 5.82397e+15 8.02276e+15 9.07839e+15 5.71569e+15 8.26828e+15 8.55812e+15 7.33309e+15 5.97455e+15 5.50328e+15 6.48527e+15 6.62723e+15 6.62018e+15 6.83888e+15 1.27039e+16
threshold=5.5000000000000009 6.0000000000000009 21.500000000000004 8.5000000000000018 26.500000000000004 59.856552950000008 1.5000000000000002 59.856552950000008 11.500000000000002 247.90000000000001 3.5000000000000004 49.111590500000005 54.947759400000002 54.94110555000001 59.939085000000013 15.500000000000002 37.475446350000006 37.682335600000009 18.500000000000004 8.5000000000000018 9.5000000000000018 9651.0000000000018 6.5000000000000009 37.234509300000006 45.073441650000007 54.707511300000007 9651.0000000000018 2970.5000000000005 60.307188350000011 60.770858000000011
decision_type=2 2 2 2 2 2 2 2 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 5 7 11 -2 16 -9 24 -11 -3 13 -8 -10 -16 -5 18 -18 22 21 23 -14 -21 -1 -26 27 -27 -29 -30
right_child=1 3 -4 4 -6 -7 12 8 14 10 -12 -13 19 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=9126.988278720075 -14594.765936500726 -992.80923970668903 39077.477999407907 -35156.190404767774 40262.139968875606 141036.02855124287 3175.9157265007971 133154.28098615154 27695.517487947283 -366775.62735644035 111461.48484455991 101407.42437233972 3929.7145905090483 -45891.715303917648 23367.540821511364 -44058.498753568136 -10583.660574987203 -12916.329197456032 68417.739575932297 -45051.542887021176 18203.343301377092 38833.675161038373 76395.232308068895 -2586.5625439967675 -24439.768134521823 -1820.0168910769926 16231.349865523121 -40689.009339800657 38876.087673245689 -28468.923174543874
leaf_weight=151964 150171 27701 147445 104721 35827 6449 542165 14962 35733 985 416 7448 25007 28013 21896 46011 31812 729059 26800 39271 621193 43465 31624 211932 272712 362532 110245 116259 40846 89140
leaf_count=151964 150171 27701 147445 104721 35827 6449 542165 14962 35733 985 416 7448 25007 28013 21896 46011 31812 729059 26800 39271 621193 43465 31624 211932 272712 362532 110245 116259 40846 89140
internal_value=0 3463.51 9345.76 -6482.13 -8303.81 39360.6 6756.15 -10024.9 12363.9 -8858.26 -224772 20705.6 8834.55 765.21 -5074.06 -22317.6 -13000.4 -10054.8 25539.3 13565.7 11659.3 -2136.26 44396.1 -9225.19 -8593.78 -11309.1 -6328.93 -10414.4 -23067.5 -7306.84
internal_weight=0 2.9287e+06 1.84029e+06 1.08842e+06 1.04682e+06 41598 1.69284e+06 1.01099e+06 118602 1.1451e+06 1401 35149 1.54267e+06 570178 103640 67907 892392 787671 58612 972492 915861 294668 56631 251203 1.1437e+06 991734 719022 608777 246245 129986
internal_count=4073804 2928705 1840286 1088419 1046821 41598 1692841 1010994 118602 1145099 1401 35149 1542670 570178 103640 67907 892392 787671 58612 972492 915861 294668 56631 251203 1143698 991734 719022 608777 246245 129986
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=4 6 5 6 6 6 4 6 5 5 6 0 7 0 0 4 2 2 1 1 0 0 0 2 1 1 0 1 0 1
split_gain=1.13291e+16 1.14154e+16 8.46569e+15 1.37647e+16 1.20623e+16 9.24275e+15 7.41019e+15 7.09068e+15 8.32877e+15 6.51443e+15 6.88551e+15 6.42702e+15 6.96488e+15 5.91624e+15 4.8499e+15 4.79516e+15 4.73872e+15 7.01061e+15 4.81811e+15 8.77246e+15 4.58523e+15 5.99425e+15 5.79502e+15 8.96667e+15 5.20182e+15 4.75652e+15 4.56782e+15 1.03399e+16 7.8097e+15 5.37781e+15
threshold=3.5000000000000004 56.505000000000003 2.5000000000000004 156.15000000000003 247.90000000000001 78.010000000000005 19.500000000000004 25.305000000000003 1.5000000000000002 3.5000000000000004 92.02500000000002 55.539595350000006 6.0000000000000009 59.864072000000007 43.051287600000009 9.5000000000000018 4214.5000000000009 5325.0000000000009 60.307188350000011 82.956351500000011 44.601833250000006 54.604289300000012 55.93962770000001 2632.5000000000005 37.131181300000009 37.978059650000013 55.667390500000003 37.682335600000009 55.79439725000001 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 11 9 8 -2 10 -4 -3 -13 -12 -7 -11 20 -18 -19 -20 -9 -22 24 25 -23 -24 29 28 -28 -26
right_child=1 2 3 -5 -6 14 -8 16 -10 15 13 12 -14 -15 -16 -17 17 18 19 -21 21 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-21258.548473026996 -48483.58739874469 4534.2086188340281 -3136.0628756580049 116408.78130609886 -300139.49733165535 -61243.868446307082 27878.773628113631 29551.730411672273 93517.89331031029 -41573.886442032337 18227.378228977639 41404.419882872411 8058.078241500727 103706.39999537832 67945.934896470688 6664.4148465472172 -30369.743961244956 -23226.327716000196 15381.675834054349 -10418.626828729588 -9428.5881354975991 -52372.714450672967 -58085.781258136005 4124.5254532981735 -36527.104073217284 -14164.007521926604 79612.047027145571 8333.814054475848 23075.455597380569 8972.4777797100578
leaf_weight=236154 53499 307142 574754 10359 1195 3104 88122 54812 4476 67766 76394 136272 115912 9057 45525 29612 122569 112629 213395 344605 455696 12228 35269 394065 31365 81941 43180 205208 56276 151223
leaf_count=236154 53499 307142 574754 10359 1195 3104 88122 54812 4476 67766 76394 136272 115912 9057 45525 29612 122569 112629 213395 344605 455696 12228 35269 394065 31365 81941 43180 205208 56276 151223
internal_value=0 1308.17 8248.17 1836.23 17259.1 17883 432.835 -2977.97 -37520.3 -2759.67 801.67 14247.4 26077.4 27287.3 59699.7 -26904.9 -2112.72 -8379.1 -4359.93 -551.861 1154.62 93.2098 4386.09 -3097.96 12046.9 -27380.3 13663.5 21159.1 47621.5 1156.55
internal_weight=0 3.83765e+06 1.46521e+06 856064 609150 607955 845705 2.37244e+06 57975 757583 660205 559326 252184 85451 48629 97378 2.31446e+06 793198 670629 558000 1.52126e+06 1.46645e+06 1.01076e+06 511275 499480 117210 487252 304664 99456 182588
internal_count=4073804 3837650 1465214 856064 609150 607955 845705 2372436 57975 757583 660205 559326 252184 85451 48629 97378 2314461 793198 670629 558000 1521263 1466451 1010755 511275 499480 117210 487252 304664 99456 182588
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=3 6 6 4 2 2 0 6 7 4 1 4 0 0 2 2 5 4 6 5 5 2 0 1 1 0 0 5 1 1
split_gain=9.71293e+15 1.00975e+16 6.67607e+15 5.64099e+15 5.40664e+15 1.13594e+16 9.51399e+15 5.37468e+15 5.27207e+15 1.07807e+16 7.08976e+15 5.64895e+15 1.1193e+16 5.08787e+15 5.08455e+15 4.98357e+15 4.89851e+15 4.6871e+15 5.36898e+15 5.86347e+15 4.86743e+15 5.25921e+15 5.27768e+15 4.70332e+15 4.67802e+15 4.584e+15 7.40117e+15 4.40503e+15 4.47468e+15 7.03198e+15
threshold=1.5000000000000002 79.015000000000015 29.715000000000003 27.500000000000004 3999.0000000000005 5325.0000000000009 43.687280500000007 142.05000000000004 6.0000000000000009 9.5000000000000018 37.897576350000001 9.5000000000000018 59.898927250000007 59.982409200000006 9651.0000000000018 4214.5000000000009 2.5000000000000004 3.5000000000000004 128.05000000000004 1.5000000000000002 2.5000000000000004 36.000000000000007 55.676890650000011 37.503969450000007 37.843405600000004 55.520061350000013 55.834019500000004 2.5000000000000004 60.549354600000008 82.941727000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -3 27 9 14 25 12 -10 -14 15 -4 -2 -8 20 -20 -19 22 23 -22 -24 -11 -27 -7 -29 -30
right_child=1 4 3 -5 5 7 17 -9 11 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-13079.204785131478 -26281.939350926288 156026.77035334686 -1523.7705524048324 44817.642156885697 -62672.196839625249 77882.385032553444 -58679.46633969761 104932.89419385188 4827.6646406595919 -3841.5981068538845 5503.1350224583384 -9215.0340170717191 166844.84353970207 19044.167045672566 14325.940105822174 -17158.238789132334 145287.99762264272 59659.610411189409 -260709.16316404263 89606.801560522275 -50047.52958084923 8873.8806348918624 112959.70352703374 87171.21545145764 -145793.89604337947 53877.975049846587 16683.588320059989 -36876.110700140671 52616.461932928978 -5959.9224001000866
leaf_weight=498334 112918 5503 807592 28878 23026 8636 6819 6133 101320 47064 655409 762725 6604 3598 147445 272732 1689 28525 492 16540 6234 163429 13120 4168 738 84810 144909 21860 30633 61921
leaf_count=498334 112918 5503 807592 28878 23026 8636 6819 6133 101320 47064 655409 762725 6604 3598 147445 272732 1689 28525 492 16540 6234 163429 13120 4168 738 84810 144909 21860 30633 61921
internal_value=0 1822.92 -57.2753 829.33 16843.1 2034.7 26021.8 13568.3 410.672 3062.6 11170.4 -6141.32 14880.5 114719 -3093.33 -5470.75 -23753.5 23041.7 25430.8 79487.3 21172.6 15323.3 58770.4 4934.95 99179.9 24590.4 30415.4 9014.52 3816.35 13427.4
internal_weight=0 3.57547e+06 3.17769e+06 3.06309e+06 397777 152209 245568 129183 3.03421e+06 2.15996e+06 932192 874247 111522 10202 1.22777e+06 1.08032e+06 114607 240065 233246 17032 216214 187689 24260 10402 13858 276783 229719 123050 114414 92554
internal_count=4073804 3575470 3177693 3063086 397777 152209 245568 129183 3034208 2159961 932192 874247 111522 10202 1227769 1080324 114607 240065 233246 17032 216214 187689 24260 10402 13858 276783 229719 123050 114414 92554
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=6 4 1 1 0 1 0 2 0 2 0 1 1 0 0 6 0 1 1 6 6 6 6 6 0 1 0 2 1 0
split_gain=8.54331e+15 7.96839e+15 9.02882e+15 1.05292e+16 1.24285e+16 7.40889e+15 7.34556e+15 6.58968e+15 1.16286e+16 1.04757e+16 9.07012e+15 1.14163e+16 9.76099e+15 1.09131e+16 9.66713e+15 8.05324e+15 7.01108e+15 6.61364e+15 6.46206e+15 6.1398e+15 6.01734e+15 6.00014e+15 5.62368e+15 5.3559e+15 5.2456e+15 7.84984e+15 1.81344e+16 7.52943e+15 6.73381e+15 1.0359e+16
threshold=39.505000000000003 19.500000000000004 30.438492500000006 37.234509300000006 51.307150200000002 30.260128500000004 44.601833250000006 3999.0000000000005 44.046956350000009 5325.0000000000009 54.962581500000006 82.975438000000011 82.991167100000027 55.061158000000006 55.007293000000011 189.00000000000003 57.670849000000011 82.901648750000021 30.624707450000006 100.05000000000001 94.02500000000002 87.395000000000024 118.04500000000002 73.995000000000019 55.676890650000011 37.71815560000001 56.228352100000002 2865.5000000000005 39.843340650000009 53.175387700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -3 8 -5 19 11 21 13 17 15 -14 24 -12 -6 -9 -8 -11 -2 -19 28 26 -26 -27 -10 -30
right_child=1 6 3 7 18 -7 20 9 16 10 12 -13 14 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-7700.9219108128345 -6224.1508518979199 201125.30092716904 34487.903989847022 59079.467145939292 -3667.0838511881029 37521.318165278346 12054.201922094922 -23698.319601772659 4712.4632930094403 -26244.775807096474 8736.78802425719 11942.731708352827 57810.867380036711 3060.0886321636435 -16573.04787556341 668657.87368721468 -45097.827875431518 43628.423000829032 -60942.843246550408 -113833.60952011061 63182.232598309572 -118276.84693396276 146110.05511145864 103880.36743199319 49916.687251916621 -9707.0404076280247 -129880.39779550383 16279.816812821493 -48002.081726530705 698.78989488220338
leaf_weight=1064248 80113 2147 24451 38851 27195 116693 331804 167208 535232 175528 41436 100885 14896 187421 181627 219 28950 63083 71458 7915 24735 7382 2499 19257 87275 177195 5995 300704 69311 118091
leaf_count=1064248 80113 2147 24451 38851 27195 116693 331804 167208 535232 175528 41436 100885 14896 187421 181627 219 28950 63083 71458 7915 24735 7382 2499 19257 87275 177195 5995 300704 69311 118091
internal_value=0 2723.22 830.456 -833.565 -29335.5 21298.9 16711.7 673.31 5156.15 -5639.78 -744.338 -15063.6 7256.09 18278.4 -10178.4 66661.4 3572.35 41321.9 -45154 -27772.1 15601.2 -29959.1 -1616.07 57719.7 4661.39 11823.5 38360.1 6644.43 -999.524 -17313.3
internal_weight=0 3.00956e+06 2.65087e+06 2.45156e+06 123104 199305 358686 2.32846e+06 1.3616e+06 966857 791734 283795 507939 311197 196742 15115 1.32275e+06 123776 98653 175123 356539 182910 82612 82340 1.2938e+06 571169 93270 477899 722634 187402
internal_count=4073804 3009556 2650870 2451565 123104 199305 358686 2328461 1361604 966857 791734 283795 507939 311197 196742 15115 1322753 123776 98653 175123 356539 182910 82612 82340 1293803 571169 93270 477899 722634 187402
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 6 1 0 0 0 0 0 0 0 1 1 1 1 2 1 1 0 0 6 0 6 4 6 5 0 0 1 0 1
split_gain=7.83925e+15 7.22524e+15 5.74373e+15 8.40133e+15 6.98919e+15 7.30769e+15 8.33676e+15 9.58853e+15 9.28404e+15 7.49587e+15 1.41279e+16 6.22321e+15 6.16419e+15 5.43707e+15 7.09052e+15 5.18153e+15 6.02909e+15 1.46626e+16 5.42111e+15 5.14609e+15 4.96089e+15 4.42535e+15 4.41038e+15 4.29243e+15 6.19703e+15 4.02113e+15 3.97733e+15 7.24431e+15 4.66759e+15 1.55238e+16
threshold=3.5000000000000004 44.010000000000012 38.989878900000008 45.07004340000001 54.604289300000012 55.82518790000001 59.848366150000011 60.01610465000001 55.972700350000004 55.676890650000011 37.71815560000001 37.131181300000009 37.897576350000001 37.475446350000006 7884.5000000000009 39.178027400000005 39.763755750000009 43.6005307 47.267650700000011 65.00500000000001 51.659529100000007 116.05000000000001 8.5000000000000018 25.305000000000003 1.5000000000000002 54.962581500000006 59.699368850000006 37.740454950000007 56.342669500000007 38.166910000000009
decision_type=2 2 2 2 2 2 2 2 2 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 21 -5 9 8 -8 12 13 11 -11 -7 14 -6 -4 17 -17 -19 -13 -18 -3 -16 24 -2 -25 27 -10 29 -29
right_child=1 2 15 4 5 6 7 -9 26 10 -12 19 -14 -15 22 16 20 18 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-17683.663785642904 -40399.376087338285 34751.294216638191 -18599.662454940488 -25406.501195622157 -35451.183159475266 19186.658979847129 29733.620387341252 -19156.436109599435 -87451.333203753849 -78981.358798955975 5714.0962982300834 57101.459865257661 -52019.127289806645 23488.587861349297 96153.336818997021 155366.9765249842 -18653.076572629605 35933.825200579195 -10515.964253503396 116177.8277382121 2787.9057640511073 141118.20383230891 1800.3874687507787 -10368.568777116394 82088.869473320476 623.10376903449946 -12175.953014301331 -9535.1674229247346 -73716.310261490988 364108.87135534885
leaf_weight=236154 53499 91048 124291 58585 46237 73374 136146 56873 30444 2591 59812 39506 14572 99546 7423 8024 119081 55600 45842 23526 1150534 4087 14895 510334 4476 956890 32034 10335 6799 1246
leaf_count=236154 53499 91048 124291 58585 46237 73374 136146 56873 30444 2591 59812 39506 14572 99546 7423 8024 119081 55600 45842 23526 1150534 4087 14895 510334 4476 956890 32034 10335 6799 1246
internal_value=0 1088.18 4612.06 11405.6 7685.86 10644.1 1132.96 15328.2 -15098.6 22367.9 40867.2 72907.5 7388.39 8563.91 -13107.6 955.915 2718.38 25236.3 14943 79151.1 776.892 39320.8 33182.3 -4254.58 -30942.6 -3200.05 -39556.7 -57521.5 -7946.87 30665.2
internal_weight=0 3.83765e+06 2.31245e+06 809079 713944 655359 361823 193019 168804 293536 125435 65623 87946 168101 68555 1.50337e+06 1.37908e+06 109466 101442 63032 1.26962e+06 95135 22318 1.5252e+06 57975 1.46722e+06 80858 48824 18380 11581
internal_count=4073804 3837650 2312451 809079 713944 655359 361823 193019 168804 293536 125435 65623 87946 168101 68555 1503372 1379081 109466 101442 63032 1269615 95135 22318 1525199 57975 1467224 80858 48824 18380 11581
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=3 6 5 6 6 4 1 6 4 2 5 6 7 4 1 7 1 5 6 0 4 4 1 4 0 6 6 2 1 0
split_gain=6.84474e+15 6.67011e+15 6.73804e+15 9.17846e+15 8.33852e+15 6.01534e+15 6.59848e+15 4.42255e+15 6.62649e+15 4.85143e+15 4.2638e+15 5.52622e+15 4.24991e+15 5.07285e+15 4.00196e+15 3.89365e+15 4.00696e+15 3.67706e+15 3.58244e+15 3.52327e+15 3.79778e+15 3.449e+15 3.39356e+15 3.28783e+15 3.25915e+15 3.17093e+15 3.14343e+15 3.08333e+15 3.04904e+15 2.88702e+15
threshold=1.5000000000000002 56.505000000000003 2.5000000000000004 168.45000000000002 247.90000000000001 9.5000000000000018 30.452677500000004 93.050000000000011 6.5000000000000009 2875.5000000000005 3.5000000000000004 247.90000000000001 6.0000000000000009 9.5000000000000018 37.234509300000006 6.0000000000000009 38.97264950000001 3.5000000000000004 247.90000000000001 47.207933300000008 8.5000000000000018 26.500000000000004 39.689978950000004 27.500000000000004 44.601833250000006 149.05000000000004 33.585000000000008 75.000000000000014 49.030112300000006 45.082176650000008
decision_type=2 2 2 2 2 2 2 2 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 12 4 7 5 6 -3 14 17 24 11 -5 13 -2 -4 16 -7 -9 29 -11 -21 -16 -18 -15 -10 -17 -14 -26 -8 -1
right_child=1 2 3 10 -6 15 28 8 9 19 -12 -13 26 23 21 25 22 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=10871.65563834364 -3743.6973514971892 89007.385951390097 -24807.370692686658 72137.277738070101 -255617.35235249085 35595.450381574155 13470.348489267193 7518.5762640856838 186211.87179167627 -66621.799137960057 143649.15766437844 -392460.05406514835 -26768.662306687678 7279.746495721648 -1420.4623950477442 142.62626077382242 -18941.828457943833 -62695.151356063878 -277453.44833034941 121301.03440030442 9433.1751310647996 73235.895607946193 17193.768015048267 108867.56483501982 111446.81165627058 688202.24482276128 -6059.5349988356311 35824.200538980913 49258.743117295729 -13396.899635325617
leaf_weight=55122 953974 19233 77608 925 1134 90931 71450 15718 1700 5701 6360 354 84981 631713 562298 207878 33757 14194 504 3222 52212 6257 112934 3202 6170 67 533061 42736 35700 442708
leaf_count=55122 953974 19233 77608 925 1134 90931 71450 15718 1700 5701 6360 354 84981 631713 562298 207878 33757 14194 504 3222 52212 6257 112934 3202 6170 67 533061 42736 35700 442708
internal_value=0 1530.28 7015.14 1059.35 15281.9 15819 35074.9 1.6012 16003.9 27194.3 110146 -56453.4 -1870.93 865.96 -3506.45 10357.2 19102.1 -25799.6 -10979.6 8236.62 15935.3 -598.862 8878.13 7792.07 50096.2 364.319 -8907.05 45364.8 25394.2 -10709.8
internal_weight=0 3.57547e+06 1.36854e+06 795455 573084 571950 126383 787816 141653 111741 7639 1279 2.20693e+06 1.58889e+06 646163 445567 237622 29912 498334 61135 55434 568555 146691 634915 50606 207945 618042 48906 107150 497830
internal_count=4073804 3575470 1368539 795455 573084 571950 126383 787816 141653 111741 7639 1279 2206931 1588889 646163 445567 237622 29912 498334 61135 55434 568555 146691 634915 50606 207945 618042 48906 107150 497830
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=4 4 7 4 4 0 1 2 0 5 6 6 1 2 1 0 1 1 1 0 1 2 0 0 0 4 6 0 6 1
split_gain=5.96207e+15 5.66029e+15 5.03544e+15 9.8274e+15 8.14495e+15 1.57817e+16 8.77158e+15 5.91838e+15 6.06119e+15 6.22402e+15 7.25013e+15 6.03105e+15 5.78498e+15 6.31433e+15 5.23429e+15 5.11842e+15 4.75456e+15 5.55236e+15 4.65752e+15 5.94758e+15 5.46699e+15 1.47102e+16 4.32376e+15 8.03841e+15 8.14127e+15 4.84113e+15 4.2955e+15 4.1782e+15 4.13085e+15 4.0969e+15
threshold=2.5000000000000004 27.500000000000004 6.0000000000000009 9.5000000000000018 9.5000000000000018 59.856552950000008 48.411058050000008 9651.0000000000018 44.601833250000006 3.5000000000000004 247.90000000000001 134.05000000000004 37.897576350000001 2691.5000000000005 82.825258850000026 51.768991500000006 30.410676000000006 30.389265100000003 38.97264950000001 45.073441650000007 39.689978950000004 2882.5000000000005 55.520061350000013 55.93962770000001 59.825842200000004 17.500000000000004 82.00500000000001 63.565651350000003 79.710000000000022 59.999510900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -2 10 27 -11 22 -14 -9 -16 17 -7 19 -15 -20 26 -5 25 -25 -24 -22 -10 -8 -29
right_child=1 -3 4 12 -6 16 28 14 9 11 -12 -13 13 18 15 -17 -18 -19 20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-22735.429152836077 22261.552509217498 40306.549541589295 -11415.062028423597 -3965.9236346126522 -8838.5670698294907 126429.57573098557 31966.706512954228 -30411.049125084912 -4202.778680843111 -48692.347205583035 -305834.31811035157 55362.583402831777 -19799.32561996896 56563.092119836168 -145179.86713746292 21231.118696863574 8629.2623964065333 442350.89500050084 -12073.127695137149 -34630.291983328847 51171.534396986026 5496.2786689949962 30759.731753953383 -39734.576284634342 20768.017687644329 71689.261578343489 136449.0826074307 -21720.44963267383 130544.67697158152 -157807.28094691786
leaf_weight=112167 78341 35657 96537 59528 959452 11345 37894 23866 1276134 53611 800 6216 91294 36989 1868 175252 3450 585 134870 8866 40646 527821 101614 27918 109363 40383 6911 6198 4788 3440
leaf_count=112167 78341 35657 96537 59528 959452 11345 37894 23866 1276134 53611 800 6216 91294 36989 1868 175252 3450 585 134870 8866 40646 527821 101614 27918 109363 40383 6911 6198 4788 3440
internal_value=0 643.715 283.484 2537.7 -5406.28 15894.7 5275.27 -2512.09 -4778.26 -6351.59 -4885.43 -37881.1 9458.58 5042.84 13552.2 19476.1 112021 141921 8042.35 38931 6048.12 10295.8 20502.9 25718.4 8463.97 42399.8 63564.1 -4698.18 43025 -70292.6
internal_weight=0 3.96164e+06 3.92598e+06 2.81193e+06 1.11405e+06 154599 139219 1.62573e+06 1.42474e+06 1.3464e+06 1.28657e+06 59827 1.1862e+06 847397 200986 177120 15380 11930 756103 45855 710248 575378 338806 279278 137281 141997 47557 1.28577e+06 42682 9638
internal_count=4073804 3961637 3925980 2811929 1114051 154599 139219 1625726 1424740 1346399 1286572 59827 1186203 847397 200986 177120 15380 11930 756103 45855 710248 575378 338806 279278 137281 141997 47557 1285772 42682 9638
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=3 6 6 0 0 1 5 5 6 5 0 0 2 1 5 6 5 6 4 0 0 0 0 1 0 2 1 2 0 0
split_gain=5.11939e+15 5.51157e+15 3.87618e+15 3.74096e+15 6.34618e+15 6.46598e+15 4.1443e+15 4.49775e+15 5.10352e+15 3.61361e+15 3.5873e+15 3.55797e+15 3.69902e+15 3.74437e+15 3.54175e+15 3.20784e+15 3.20865e+15 3.26203e+15 3.17863e+15 3.11607e+15 4.33295e+15 2.96169e+15 6.67769e+15 7.02657e+15 1.205e+16 5.48251e+15 5.62313e+15 6.46582e+15 5.06067e+15 5.03849e+15
threshold=1.5000000000000002 79.015000000000015 29.715000000000003 55.660117850000006 55.834019500000004 49.195555600000006 1.5000000000000002 2.5000000000000004 130.05000000000004 4.5000000000000009 55.775215600000003 55.111813300000001 2865.5000000000005 37.503969450000007 2.5000000000000004 156.15000000000003 3.5000000000000004 247.90000000000001 33.500000000000007 55.030407050000001 55.046782850000007 54.973017600000006 55.007293000000011 82.991167100000027 55.050541250000002 4311.5000000000009 39.749243900000003 5444.0000000000009 54.94110555000001 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 10 -6 -8 9 -9 -5 15 13 -13 -2 19 17 -17 21 -3 -21 28 -23 24 -24 29 -27 -28 -4 -26
right_child=1 3 18 4 6 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-9495.4419400091556 -20271.600906482519 2356.5383064437624 -1113.2249370005318 49641.024103875156 -128182.95266206015 -44512.907557651946 67715.35181677682 6398.851109199084 81433.140386069121 -123271.30226568734 121695.72382181781 -50886.509039827215 -76381.230956094209 38120.378777073449 125615.84999132715 72420.625192241554 117986.76823435091 -197938.65083971267 92916.880211522686 109253.82059971255 8762.2877673764506 35845.075358533999 42784.951848099889 -15275.476186035859 13252.370500923804 -61376.862703740189 -24289.959774539646 4011.1607379350921 -21758.636341943089 164.72750339044819
leaf_weight=498334 112918 174298 967183 15606 2014 4761 15117 107420 9178 2193 12399 8641 10381 10433 1689 1113 4984 745 3726 6766 11728 59414 76347 213848 488383 19021 122161 238006 135345 739652
leaf_count=498334 112918 174298 967183 15606 2014 4761 15117 107420 9178 2193 12399 8641 10381 10433 1689 1113 4984 745 3726 6766 11728 59414 76347 213848 488383 19021 122161 238006 135345 739652
internal_value=0 1323.43 -65.6701 12420.5 23721.9 63226.4 14198.7 16340.2 9802.29 3804.57 81542.7 4098.79 -28345.4 -2201.97 -18121.6 8885.77 76174.5 -35985 609.903 6497.76 45527 497.482 2832.94 1799.23 3968.07 2124.17 -8386.49 -5587.98 -3647.63 5369.61
internal_weight=0 3.57547e+06 3.17769e+06 397777 168688 32766 135922 133908 118791 109613 28005 229089 29455 19074 114607 199634 6842 1858 3.06309e+06 192792 18494 3.05936e+06 1.95683e+06 1.89742e+06 1.68357e+06 1.60722e+06 379188 360167 1.10253e+06 1.22804e+06
internal_count=4073804 3575470 3177693 397777 168688 32766 135922 133908 118791 109613 28005 229089 29455 19074 114607 199634 6842 1858 3063086 192792 18494 3059360 1956832 1897418 1683570 1607223 379188 360167 1102528 1228035
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=4 6 4 1 2 0 5 7 4 6 4 0 1 1 5 0 3 0 4 0 0 1 1 1 4 1 0 1 1 0
split_gain=4.76492e+15 4.70558e+15 4.23693e+15 4.09444e+15 5.18786e+15 4.18585e+15 4.12508e+15 5.06889e+15 6.289e+15 6.04227e+15 4.64526e+15 4.43335e+15 3.88896e+15 3.85061e+15 3.62005e+15 3.33413e+15 3.32125e+15 3.37699e+15 1.70176e+16 4.16098e+15 3.69349e+15 6.39939e+15 1.22492e+16 3.57814e+15 3.34721e+15 3.20586e+15 3.19021e+15 3.42138e+15 3.08726e+15 3.73328e+15
threshold=3.5000000000000004 108.05000000000001 11.500000000000002 103.8879505 9236.5000000000018 51.707269950000004 3.5000000000000004 6.0000000000000009 8.5000000000000018 72.020000000000024 16.500000000000004 59.898927250000007 30.345769800000003 37.957884500000006 3.5000000000000004 61.78914120000001 18.500000000000004 59.856552950000008 12.500000000000002 59.933037250000005 60.042359000000012 30.389265100000003 30.410676000000006 37.488790500000007 15.500000000000002 50.815483650000004 43.6005307 37.897576350000001 37.374856000000008 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 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 3 12 6 -5 -6 7 9 11 10 -2 -9 14 -1 -3 -7 17 23 20 -20 21 -19 -23 -10 -21 -15 -12 28 -28 -30
right_child=1 2 -4 4 5 15 -8 8 16 -11 26 -13 -14 25 -16 -17 -18 18 19 24 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-46200.537851204164 -699.57011311958013 157140.32384018868 52665.561554551357 86114.002620911575 -133411.11776818187 5340.7723849441591 -22722.517116243671 14280.437479466331 -28339.555518637699 16937.917263562933 149392.23749446086 93471.0807033366 -6231.4021764793033 1238.054748420941 -5814.7373471094534 97338.574805014054 13397.287517275703 81244.294718517252 26905.260411903688 11603.187240632076 -4555.948963007063 542864.71391061449 32014.353399843723 -8498.182550207177 -40521.212579334373 -24447.23845460395 9587.5108973246224 3070.5987758758706 -8142.0319467336785 51872.836380994842
leaf_weight=31726 1911875 3023 32665 12126 1922 27502 78338 69109 103518 274720 1679 7875 38270 124883 2483 4598 72392 18180 19176 16912 4118 895 987 745043 45370 79545 74551 206698 13036 50589
leaf_count=31726 1911875 3023 32665 12126 1922 27502 78338 69109 103518 274720 1679 7875 38270 124883 2483 4598 72392 18180 19176 16912 4118 895 987 745043 45370 79545 74551 206698 13036 50589
internal_value=0 848.384 25411 349.186 29952.5 9935.59 -18.5426 470.52 -5185.76 2934.7 1231.32 22381.2 5074.05 -13786.8 83653.7 18518.5 -7253 -8819.67 8041.07 -13826.5 81708.9 99416 274953 -10918.7 -26367.4 -8756.35 11883.7 11214.2 23396.3 39576.5
internal_weight=0 3.83765e+06 76441 3.76121e+06 46148 34022 3.71506e+06 3.63672e+06 1.10358e+06 2.53315e+06 2.25843e+06 76984 43776 236154 5506 32100 1.02659e+06 954199 105638 81458 24180 20062 1882 848561 62282 204428 346553 344874 138176 63625
internal_count=4073804 3837650 76441 3761209 46148 34022 3715061 3636723 1103575 2533148 2258428 76984 43776 236154 5506 32100 1026591 954199 105638 81458 24180 20062 1882 848561 62282 204428 346553 344874 138176 63625
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=6 3 0 0 0 2 4 1 4 0 4 7 4 1 1 0 0 1 0 2 0 1 1 0 0 0 1 0 0 1
split_gain=4.27414e+15 3.93024e+15 4.46277e+15 8.31662e+15 6.14997e+15 9.2661e+15 5.26708e+15 8.77449e+15 1.16885e+16 7.10122e+15 4.91001e+15 3.68561e+15 4.54595e+15 3.62132e+15 5.26569e+15 1.02713e+16 5.44772e+15 5.70284e+15 1.13985e+16 5.60039e+15 6.17831e+15 6.29031e+15 7.63161e+15 5.15646e+15 4.79222e+15 9.37385e+15 7.94321e+15 4.46606e+15 5.35209e+15 7.46992e+15
threshold=39.355000000000011 19.500000000000004 59.898927250000007 59.990753350000013 57.205086850000008 5719.5000000000009 15.500000000000002 30.410676000000006 6.5000000000000009 59.91832440000001 11.500000000000002 6.0000000000000009 19.500000000000004 28.601854300000003 37.234509300000006 51.307150200000002 55.520061350000013 37.755233900000007 56.067362750000008 75.000000000000014 55.82518790000001 37.46219940000001 37.600779750000008 55.111813300000001 55.759969450000007 55.749683450000006 37.631035900000008 55.017684700000011 45.07004340000001 39.596303450000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 7 8 -4 -8 -10 12 13 -2 15 -15 23 18 19 20 21 -18 -23 27 25 -24 -27 28 -16 -30
right_child=1 -3 3 -5 5 -7 9 -9 10 -11 -12 -13 -14 14 16 -17 17 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-5485.9066349557706 60685.619444895747 25134.139980448112 4117.6679457144674 -2749.574571672395 -9729.2595272371309 -83983.923575375913 76130.844285309591 -18309.370173888776 134718.09349696257 -32349.272940388171 59022.566048931854 -4626.3738204416104 25176.96160667557 28689.904444087864 10723.259043592505 -54499.13280401349 -29018.930973092305 6438.993063087657 -102632.51244052956 74582.589366204396 -29610.254515460892 93495.101375759783 11139.515558749843 -20428.937150609847 91858.214693312766 -381135.17395721283 103511.48403417559 19229.576469624568 -29261.704530859879 -678.14230562355397
leaf_weight=1053082 10733 71167 17475 114427 181717 18518 8724 13850 21120 19573 14420 690674 95541 22810 264577 42488 10962 493680 6012 31140 16645 24838 15827 118790 5892 1162 477 125683 114948 446852
leaf_count=1053082 10733 71167 17475 114427 181717 18518 8724 13850 21120 19573 14420 690674 95541 22810 264577 42488 10962 493680 6012 31140 16645 24838 15827 118790 5892 1162 477 125683 114948 446852
internal_value=0 1912.49 1352.2 15416.3 276.389 -16596.4 37259.8 52564.5 71080 1095.28 104005 1606.66 3934.87 2777.49 2420.86 -25439.4 3505.35 11076.8 31346.7 38878.6 24211.3 39354.9 54906.2 -783.862 13872.3 -12435.5 -240088 1667.28 -1003.75 -6526.53
internal_weight=0 3.02072e+06 2.94956e+06 209589 2.73997e+06 200235 95162 66865 53015 28297 35540 2.53973e+06 1.84906e+06 1.75352e+06 1.74278e+06 65298 1.67748e+06 606635 112955 106943 75803 59158 48196 1.07085e+06 23358 17466 1639 952060 826377 561800
internal_count=4073804 3020722 2949555 209589 2739966 200235 95162 66865 53015 28297 35540 2539731 1849057 1753516 1742783 65298 1677485 606635 112955 106943 75803 59158 48196 1070850 23358 17466 1639 952060 826377 561800
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=4 0 1 4 0 0 1 0 1 0 0 1 0 1 1 1 2 0 1 1 0 4 1 0 0 1 0 0 1 1
split_gain=3.91471e+15 3.80937e+15 1.65433e+16 4.92538e+15 4.368e+15 7.20299e+15 7.30902e+15 1.64995e+16 6.87417e+15 5.84831e+15 1.10145e+16 1.00109e+16 7.57537e+15 7.03026e+15 8.74443e+15 8.61063e+15 8.22781e+15 6.83563e+15 7.26687e+15 6.40898e+15 6.38866e+15 5.98891e+15 5.66409e+15 5.63901e+15 1.68721e+16 1.77127e+16 6.3359e+15 5.74173e+15 5.45525e+15 5.04604e+15
threshold=27.500000000000004 44.601833250000006 40.377616600000003 12.500000000000002 54.973017600000006 55.012854300000008 82.991167100000027 55.050541250000002 28.601854300000003 55.568628050000008 55.834019500000004 49.692247900000005 55.759969450000007 60.516422150000004 60.66055595000001 30.425503950000003 4395.5000000000009 60.042359000000012 30.260128500000004 61.273924650000005 59.933037250000005 25.500000000000004 82.895858600000011 56.342669500000007 56.288960650000007 38.066230450000006 57.57007620000001 55.93962770000001 30.362494150000003 82.825258850000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 22 -9 29 11 12 21 15 -15 17 -16 18 20 -18 -12 -11 -7 24 27 -26 -25 -17 -20 -10
right_child=-2 4 -4 -5 5 6 -8 8 9 10 13 -13 -14 14 16 23 19 -19 28 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=41324.734176978207 32988.951460868215 -5530.9748801060223 -15597.254593106543 119474.03421742488 27785.968409493777 -12063.521882401379 -14004.267557779214 -113455.13533793665 -19057.325962249517 8777.6610888015966 -36014.938066829091 -32868.470524566124 37345.606396277311 35840.50862825146 11765.984905343641 2942.1020395521709 -12974.575806342193 -32978.796157693716 40878.612740499375 -98591.648374442113 17485.391009244613 164829.1511553498 54224.908308766622 -36827.128176501996 -90346.38491031852 83203.941521844594 -10154.24923161864 -25522.775087370126 1337.1743438048602 9425.8636183491726
leaf_weight=56810 35657 1330445 77758 9399 100400 15405 305936 5267 234627 268903 42063 38239 165588 102069 112947 150977 26484 33501 107042 13052 47554 2482 78956 134548 6979 37371 263403 133546 51763 84633
leaf_count=56810 35657 1330445 77758 9399 100400 15405 305936 5267 234627 268903 42063 38239 165588 102069 112947 150977 26484 33501 107042 13052 47554 2482 78956 134548 6979 37371 263403 133546 51763 84633
internal_value=0 -291.294 15682.6 52418.8 -881.847 1530.81 460.707 2511.95 641.647 933.685 3218.23 16196.1 20489.7 -1663.61 13186.7 -5411.01 -1977.3 9423.59 15141.8 -41239.3 -7625.74 10204.9 43402.9 -11165.1 -1475.91 55893.7 -19172.4 -10418.4 27990 -11506.7
internal_weight=0 4.03815e+06 143967 66209 3.89418e+06 2.56374e+06 2.46334e+06 2.1574e+06 2.06304e+06 2.05777e+06 1.73851e+06 475212 436973 1.2633e+06 254552 1.00875e+06 152483 281923 248422 39536 89617 271385 94361 726824 328873 44350 397951 284523 158805 319260
internal_count=4073804 4038147 143967 66209 3894180 2563735 2463335 2157399 2063038 2057771 1738511 475212 436973 1263299 254552 1008747 152483 281923 248422 39536 89617 271385 94361 726824 328873 44350 397951 284523 158805 319260
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=6 5 4 4 6 1 2 2 0 2 0 0 0 1 0 6 0 1 1 0 6 1 0 1 0 6 1 1 0 6
split_gain=3.93084e+15 4.63377e+15 3.51114e+15 3.41203e+15 4.08064e+15 3.11511e+15 4.79757e+15 4.08249e+15 1.07543e+16 9.57998e+15 1.20089e+16 9.43589e+15 9.33968e+15 4.81109e+15 4.60231e+15 4.46364e+15 4.42216e+15 9.79018e+15 1.28097e+16 7.91324e+15 6.1327e+15 6.11093e+15 5.5026e+15 4.55403e+15 6.59573e+15 4.24707e+15 4.21241e+15 4.31693e+15 4.02811e+15 3.99871e+15
threshold=25.305000000000003 1.5000000000000002 33.500000000000007 2.5000000000000004 73.00500000000001 103.8879505 9236.5000000000018 3999.0000000000005 43.6005307 5972.5000000000009 56.986919400000012 56.802121050000004 56.858606850000008 39.735861600000007 63.565651350000003 95.045000000000016 54.973017600000006 82.981285100000022 82.825258850000026 55.007293000000011 189.00000000000003 34.382014200000008 55.050541250000002 82.981285100000022 54.810424650000009 120.05000000000001 82.92647190000001 82.93515810000001 44.990874950000006 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 3 4 -2 7 -7 8 13 29 11 16 15 -5 -12 -13 21 18 -18 20 -19 28 26 -23 -25 -10 -20 -28 -11 -9
right_child=2 -3 -4 5 -6 6 -8 9 25 10 14 12 -14 -15 -16 -17 17 19 22 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-32461.889941009737 -10859.471338307383 62958.912957278721 83170.960654085153 126529.5397387633 -76442.080577429748 77989.274536781391 6933.9885918144573 -16910.462975225601 1724.8582340184498 123064.44596363076 -59684.940272318141 51998.225684562334 -1574.9299900187498 36780.645888629551 46097.101821760734 153258.82298096165 -17360.315525665836 45923.096246496658 24935.370293435633 -14431.11069010666 590517.84294258372 -20603.546135053242 9563.1021257353768 -10022.936031006842 53906.670780809087 42184.333510357981 137063.87042380829 51978.328081108069 18244.877367280424 -77297.229785870863
leaf_weight=59752 97517 5563 5118 8642 10510 12982 35451 309866 2444542 4159 41450 47737 43106 19339 4566 4790 75825 19452 67184 226027 209 229995 79497 61962 21822 26223 6602 61607 30941 11368
leaf_count=59752 97517 5563 5118 8642 10510 12982 35451 309866 2444542 4159 41450 47737 43106 19339 4566 4790 75825 19452 67184 226027 209 229995 79497 61962 21822 26223 6602 61607 30941 11368
internal_value=0 -24334.7 396.514 290.693 -17240 776.861 25979.7 459.556 2852.41 -3975.47 739.197 3081.37 32922.3 64499.8 -49188.6 61232.3 -142.208 5557.7 17977.3 -9138.04 51712.2 -8905.85 30446.4 -13332.3 6627.88 2154.27 42708.1 60213.8 30665 -19047.5
internal_weight=0 65315 4.00849e+06 4.00337e+06 108027 3.89534e+06 48433 3.84691e+06 2.49875e+06 1.34816e+06 1.02693e+06 980915 95633 27981 46016 52527 885282 536403 290715 245688 19661 348879 214890 313779 83784 2.47076e+06 135393 68209 35100 321234
internal_count=4073804 65315 4008489 4003371 108027 3895344 48433 3846911 2498746 1348165 1026931 980915 95633 27981 46016 52527 885282 536403 290715 245688 19661 348879 214890 313779 83784 2470765 135393 68209 35100 321234
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=6 1 6 5 6 5 4 0 0 1 1 1 1 1 0 0 2 1 1 0 0 1 1 1 4 1 0 0 4 2
split_gain=3.45058e+15 3.67956e+15 3.36053e+15 1.05761e+16 6.53263e+15 4.14339e+15 6.64888e+15 3.2401e+15 1.37042e+16 1.06938e+16 1.04642e+16 2.0094e+16 1.2361e+16 9.36609e+15 7.09134e+15 1.15532e+16 5.68294e+15 8.51796e+15 7.24728e+15 4.66695e+15 7.55903e+15 6.0366e+15 1.45044e+16 9.1351e+15 5.99095e+15 6.656e+15 6.04561e+15 5.9115e+15 5.75284e+15 4.57403e+15
threshold=30.025000000000002 37.843405600000004 247.90000000000001 3.5000000000000004 189.00000000000003 3.5000000000000004 12.500000000000002 55.676890650000011 55.82518790000001 37.702956500000006 37.631035900000008 37.618684050000006 37.488790500000007 37.586700500000006 55.753967500000009 55.768246800000007 75.000000000000014 37.858952300000006 49.692247900000005 59.898927250000007 59.982409200000006 43.80299105000001 44.064675150000006 49.030112300000006 15.500000000000002 30.410676000000006 59.933037250000005 58.08467765000001 6.5000000000000009 2865.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -2 9 10 11 12 -9 -14 -13 -16 17 -11 -18 21 24 29 -23 -24 25 28 -26 -25 -21 -10
right_child=2 -3 3 -5 -6 6 -8 8 19 16 -12 14 13 -15 15 -17 18 -19 -20 20 -22 22 23 27 26 -27 -28 -29 -30 -31
leaf_value=-43460.711015633708 -1304.9849659611882 -6803.804132541437 -255364.52025217135 113927.92748516344 138668.79737236092 -28604.466064407672 34758.730477694393 20221.799447034824 -8663.8455910908451 -660.39044880369363 124382.87258353122 -25645.5368284016 139903.40946015637 5240.61279592955 -306580.77322111902 81854.637369921023 27966.076890179953 -116606.58938911463 -26821.512490326302 17990.036852448015 -1043.1955327106241 55078.533420317042 -32075.938255185054 6856.4676701084509 45574.125910680952 -4060.9284316180961 -34917.774040566721 -53497.51124102129 92697.114991104536 -42303.924178850073
leaf_weight=32779 2171338 166351 1866 1327 3431 97665 19942 41985 380764 35836 16256 5017 20737 6878 2919 1038 149779 7697 28784 14832 180008 49809 81792 405127 16955 16224 20752 16906 33791 45219
leaf_count=32779 2171338 166351 1866 1327 3431 97665 19942 41985 380764 35836 16256 5017 20737 6878 2919 1038 149779 7697 28784 14832 180008 49809 81792 405127 16955 16224 20752 16906 33791 45219
internal_value=0 -12837.9 659.776 -101888 744.352 622.012 -17860.3 1201.58 4648.22 23239.2 51350.8 36241.3 54399.9 106363 -104592 -204686 11236.2 -21160.7 19134.4 -19.8663 11302.2 -3285.63 3600.15 -1489.1 32971.6 51402.1 1275.51 4438.78 69908.4 -12234.8
internal_weight=0 199130 3.87467e+06 3193 3.87148e+06 3.86805e+06 117607 3.75044e+06 1.5791e+06 316926 94830 78574 69600 27615 8974 3957 222096 43533 178563 1.26218e+06 282562 979617 553634 503825 102554 64847 37707 422033 48623 425983
internal_count=4073804 199130 3874674 3193 3871481 3868050 117607 3750443 1579105 316926 94830 78574 69600 27615 8974 3957 222096 43533 178563 1262179 282562 979617 553634 503825 102554 64847 37707 422033 48623 425983
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=6 5 6 6 6 5 6 1 6 1 2 1 0 0 6 5 6 5 0 7 7 6 2 4 0 1 6 5 4 1
split_gain=2.94419e+15 3.62695e+15 5.76587e+15 5.48779e+15 4.06044e+15 3.88139e+15 4.17403e+15 3.42581e+15 5.67473e+15 3.39469e+15 3.36558e+15 3.24954e+15 4.95891e+15 4.86227e+15 4.96956e+15 3.13227e+15 4.4322e+15 2.99029e+15 2.81209e+15 2.79172e+15 2.59017e+15 3.71537e+15 2.7089e+15 2.33013e+15 2.28323e+15 2.20483e+15 2.16803e+15 4.58631e+15 2.60057e+15 2.34646e+15
threshold=44.010000000000012 2.5000000000000004 189.00000000000003 71.030000000000015 168.45000000000002 3.5000000000000004 247.90000000000001 37.234509300000006 120.05000000000001 30.345769800000003 2632.5000000000005 37.729575300000008 55.348830750000012 56.041614100000011 94.02500000000002 3.5000000000000004 88.00500000000001 4.5000000000000009 43.051287600000009 6.0000000000000009 6.0000000000000009 66.010000000000005 75.000000000000014 26.500000000000004 55.876067900000002 37.343102500000008 24.030000000000005 1.5000000000000002 5.5000000000000009 37.843405600000004
decision_type=2 2 2 2 2 2 2 2 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 -2 7 6 -6 8 10 -5 -3 12 25 14 20 16 -12 -13 -11 -17 21 22 -14 -22 -25 -9 27 29 -29 -1
right_child=1 4 -4 9 5 -7 -8 11 -10 18 15 17 13 -15 -16 19 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-76803.517370762842 3773.4847763394173 -70429.795046547646 -190175.89247308136 73530.342766518123 34198.373094808492 98210.602155091008 -322976.43778765691 12796.333504742075 72634.693826615927 -52092.035981347872 -23521.256736942731 -2355.9673515355926 -26162.463136141781 -116102.56621785049 101499.12575842072 -82059.820640020946 28150.501514897416 -67618.812876666474 24266.69470323257 53884.024240341147 -15824.021141231186 60311.036957534641 70586.874277267896 117650.16256737603 -105256.18977638328 -93897.743953861602 -2599.0273744603783 12852.94864031024 160655.25953195701 -21524.221268968598
leaf_weight=9474 1358466 13644 1507 13653 1037 6925 478 3034 6445 5086 68576 739560 11618 2345 8627 11164 21902 7088 93246 1747 22056 24950 3854 2520 562 5356 1583252 3222 1888 40522
leaf_count=9474 1358466 13644 1507 13653 1037 6925 478 3034 6445 5086 68576 739560 11618 2345 8627 11164 21902 7088 93246 1747 22056 24950 3854 2520 562 5356 1583252 3222 1888 40522
internal_value=0 2204.95 5327.12 5527.48 -2564.92 66491.6 -78494.4 -3175.19 -18717.8 26804.9 -23748.6 -867.305 17668.4 25669.4 30150.7 -17588.2 -11013.1 -2975.51 20317.2 -63665.1 20762 36436.8 -2062.67 -4443.08 77003.4 -55314.9 -3277.69 -22776.3 67461.7 -31999.4
internal_weight=0 2.43545e+06 1.47196e+06 1.47045e+06 963488 8440 1515 955048 123478 111985 117033 831570 84922 76532 74187 103389 90478 746648 98332 12911 65560 40422 15472 25138 3082 8390 1.63836e+06 55106 5110 49996
internal_count=4073804 2435446 1471958 1470451 963488 8440 1515 955048 123478 111985 117033 831570 84922 76532 74187 103389 90478 746648 98332 12911 65560 40422 15472 25138 3082 8390 1638358 55106 5110 49996
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=0 1 6 0 0 1 1 0 0 0 2 0 1 1 1 0 1 4 1 1 1 1 0 0 0 0 1 1 1 0
split_gain=2.93972e+15 1.13437e+16 4.4893e+15 4.2705e+15 6.67862e+15 6.0186e+15 5.64326e+15 4.60115e+15 6.91949e+15 5.73267e+15 5.50853e+15 5.82369e+15 5.38983e+15 4.78239e+15 4.833e+15 4.20398e+15 4.33396e+15 3.89714e+15 3.84948e+15 3.81459e+15 4.0091e+15 1.17808e+16 6.1293e+15 6.61944e+15 7.23232e+15 5.03485e+15 4.62105e+15 7.7317e+15 6.70151e+15 9.15434e+15
threshold=44.601833250000006 40.377616600000003 70.00500000000001 45.00849250000001 45.053967500000006 37.318079750000003 39.069277450000008 54.707511300000007 54.916864950000011 54.947759400000002 3062.5000000000005 47.267650700000011 36.049731800000011 38.989878900000008 38.927872750000006 47.207933300000008 39.689978950000004 17.500000000000004 82.981285100000022 30.084656550000002 82.991167100000027 82.901648750000021 55.520061350000013 55.834019500000004 55.759969450000007 55.007293000000011 60.549354600000008 60.66055595000001 30.362494150000003 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 10 -9 17 12 15 -6 14 -14 -12 -17 18 -10 -11 21 22 -21 24 -24 -22 28 -28 29 -25
right_child=3 -3 -4 4 7 -7 -8 8 9 19 11 -13 13 -15 -16 16 -18 -19 -20 20 25 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=32232.223114646513 61623.251008559324 -11873.197169417905 99951.320928000219 38296.352023649284 -168316.76192499767 -26134.357384300198 -10844.999352711886 27764.521236057728 -16576.455509858741 -39635.000001363165 -12350.370328602425 -6594.3648615795219 -25261.330402187872 -22500.931869973589 23139.970111464994 3209.5714678329732 50030.08189486395 -63315.507237921411 46108.968588646632 -13037.232964775834 36904.943661618301 26509.491112920685 4426.9690966910621 19069.680194008324 29164.809713517585 -11638.550010850664 34472.481005712863 -2226.6577009331636 -7824.6424683266905 -55646.541427052907
leaf_weight=54309 8442 77760 11942 80223 2331 105213 32974 94712 147580 22408 30080 340639 33509 261982 53677 32921 49492 16624 10493 267843 22918 199720 364507 185544 174885 315522 91877 153012 812677 17988
leaf_count=54309 8442 77760 11942 80223 2331 105213 32974 94712 147580 22408 30080 340639 33509 261982 53677 32921 49492 16624 10493 267843 22918 199720 364507 185544 174885 315522 91877 153012 812677 17988
internal_value=0 14032.7 44438.9 -514.241 54.6605 -19615.9 23981.6 -676.774 1180.54 282.474 -7366.89 -79.5483 -16761.3 -15749.5 4537.45 19647.9 31327 -17259 -12415.4 1448.15 1801.34 3316.33 1076.77 3176.39 12447.6 -8351.35 -789.066 11542.1 -3760.66 12466.3
internal_weight=0 144011 66251 3.92979e+06 3.81614e+06 113655 113197 3.70294e+06 2.89831e+06 2.8036e+06 804631 453132 351499 349168 87186 112493 82413 174697 158073 2.6289e+06 2.60649e+06 2.26805e+06 2.06833e+06 1.80049e+06 539392 338440 1.2611e+06 244889 1.01621e+06 203532
internal_count=4073804 144011 66251 3929793 3816138 113655 113197 3702941 2898310 2803598 804631 453132 351499 349168 87186 112493 82413 174697 158073 2628901 2606493 2268053 2068333 1800490 539392 338440 1261098 244889 1016209 203532
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 0 0 2 0 1 6 6 4 0 0 1 6 1 1 6 0 1 0 0 1 0 6 4 6
split_gain=2.88063e+15 3.20797e+15 3.89421e+15 2.67718e+15 7.63472e+15 5.69192e+15 5.05882e+15 9.7325e+15 4.73965e+15 4.53136e+15 4.08837e+15 3.75541e+15 3.71173e+15 3.28798e+15 3.14496e+15 5.28708e+15 1.13437e+16 5.5435e+15 4.22241e+15 5.01533e+15 4.85255e+15 4.16431e+15 3.92655e+15 4.9657e+15 3.88024e+15 3.38499e+15 3.32534e+15 2.94184e+15 2.86934e+15 5.28057e+15
threshold=113.48479755000001 9236.5000000000018 51.768991500000006 3999.0000000000005 43.6005307 5325.0000000000009 56.904718250000009 56.802121050000004 5719.5000000000009 56.858606850000008 39.735861600000007 100.05000000000001 95.045000000000016 33.500000000000007 55.111813300000001 54.973017600000006 82.981285100000022 189.00000000000003 36.865631950000008 82.975438000000011 87.395000000000024 55.007293000000011 82.901648750000021 55.046782850000007 44.878071950000013 37.873748150000004 54.810424650000009 142.05000000000004 6.5000000000000009 138.05000000000004
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=3 -2 -3 4 10 11 7 14 -8 12 -1 -5 -9 -6 15 18 22 21 24 20 25 -18 -17 28 -7 -20 -21 -26 29 -24
right_child=1 2 -4 5 13 6 8 9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 26 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=107491.10077617234 121021.07529609343 -114831.69674436627 31981.091847291143 -15431.448342458049 971.06056768190615 119576.07508338203 7007.098962386829 42379.64187551511 -37858.524791390104 2688.223511872804 27356.33755339804 -83608.338959636283 132642.84786467333 96302.175977772931 -18878.895936905425 2506.2437529860581 35495.509862713268 496659.12900659407 -90233.503546819018 -4085.3009477625092 -95950.543151123798 -11771.114433725466 21435.809025029987 11981.680092844668 7499.5155728076516 -15616.140181996165 35605.242169253492 199575.07683286763 56276.684311270881 -305343.04629905883
leaf_weight=9167 3579 1980 20645 228966 2585035 3412 36365 50139 66796 30782 20841 8375 5011 3623 95736 62986 20332 218 6244 99496 8173 223916 18618 70684 60765 230946 26793 808 72865 508
leaf_count=9167 3579 1980 20645 228966 2585035 3412 36365 50139 66796 30782 20841 8375 5011 3623 95736 62986 20332 218 6244 99496 8173 223916 18618 70684 60765 230946 26793 808 72865 508
internal_value=0 33049.1 19132.9 -213.958 1685.83 -3695.52 -878.784 1127.16 -22043.1 33425.2 51836.3 -17837.2 50581.1 1104.48 -1641.36 178.576 7537.48 -7386.61 -7744.76 -11856.8 -20190.9 -7836.49 23705.2 31913.3 15772.2 -17580.4 4335.3 10020.1 47228.3 12756.3
internal_weight=0 26204 22625 4.0476e+06 2.61867e+06 1.42893e+06 1.19159e+06 1.08843e+06 103161 85932 30008 237341 55150 2.58866e+06 1.0025e+06 906764 470127 244466 436637 371652 245363 244248 225661 162675 64985 237190 126289 61573 91991 19126
internal_count=4073804 26204 22625 4047600 2618666 1428934 1191593 1088432 103161 85932 30008 237341 55150 2588658 1002500 906764 470127 244466 436637 371652 245363 244248 225661 162675 64985 237190 126289 61573 91991 19126
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=6 1 3 6 7 4 4 0 4 2 0 6 4 1 1 0 4 0 4 0 4 0 1 2 1 1 1 2 0 0
split_gain=2.53596e+15 2.95272e+15 2.28179e+15 2.99581e+15 2.7415e+15 5.24374e+15 5.80998e+15 4.99251e+15 4.68536e+15 3.08483e+15 3.81203e+15 3.20132e+15 3.0182e+15 2.75762e+15 2.51896e+15 2.48365e+15 2.39869e+15 7.88379e+15 4.22424e+15 4.46765e+15 4.05103e+15 3.68599e+15 3.52756e+15 3.016e+15 2.84849e+15 9.09976e+15 2.42336e+15 2.39368e+15 2.36507e+15 2.25315e+15
threshold=31.005000000000006 37.978059650000013 1.5000000000000002 87.395000000000024 6.0000000000000009 6.5000000000000009 8.5000000000000018 47.139841100000005 8.5000000000000018 1250.5000000000002 54.604289300000012 77.010000000000005 21.500000000000004 103.8879505 103.8879505 63.565651350000003 15.500000000000002 59.864072000000007 19.500000000000004 55.81943720000001 11.500000000000002 54.707511300000007 37.600779750000008 3999.0000000000005 30.389265100000003 30.410676000000006 30.277905650000005 9236.5000000000018 60.064438250000002 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 -7 9 -6 -11 -12 13 -8 16 -4 17 22 26 21 24 -20 -10 -24 29 -26 -18 -15 -21 -19
right_child=2 -3 4 -5 8 6 12 -9 14 10 11 -13 -14 27 -16 -17 18 20 19 28 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-30362.28284969175 -4376.8859034972074 -4199.375913147458 -2831.1754222253708 -46536.630000418561 -36155.357062696719 -640.47798167000269 3743.5345383016088 61406.259811207856 -27005.633786617909 -3424.1467973394388 32854.84031439315 102645.93116211788 19493.594855825871 116722.6260137334 88867.820803839393 -69490.471025892693 -75296.285824921259 321251.87881392048 -14919.729033968964 -13698.439696595784 20081.573912431559 19604.779718248814 16920.157124961654 -5390.1305907800524 452268.90669835743 56885.768299887401 -17275.751819693145 21657.075599493535 -127490.33328010498 55916.203160740988
leaf_weight=53343 430101 225462 757377 17542 8428 20553 1351395 35141 56011 24781 35948 8043 141990 3841 2870 5631 7423 330 42537 118910 27269 113274 80731 242906 839 1901 238240 8532 1855 10600
leaf_count=53343 430101 225462 757377 17542 8428 20553 1351395 35141 56011 24781 35948 8043 141990 3841 2870 5631 7423 330 42537 118910 27269 113274 80731 242906 839 1901 238240 8532 1855 10600
internal_value=0 -9205.05 676.262 -6029.02 1572.96 3471.41 6791.57 38508.9 -2741.12 20946.6 27944.4 45614.9 5618.43 4173.81 -4674.82 -3323.12 -4959.57 660.972 -9486.09 -1009.87 42353.8 10179.5 -3834.94 175.153 86782.6 177954 -19028.9 51168.7 -15446.3 63927.3
internal_weight=0 278805 3.795e+06 447643 3.34736e+06 2.32446e+06 1.56145e+06 55694 1.0229e+06 77200 68772 43991 1.50576e+06 1.36377e+06 945696 763008 942826 420587 522239 276576 40939 155811 379648 323637 13670 2740 245663 12373 120765 10930
internal_count=4073804 278805 3794999 447643 3347356 2324460 1561452 55694 1022896 77200 68772 43991 1505758 1363768 945696 763008 942826 420587 522239 276576 40939 155811 379648 323637 13670 2740 245663 12373 120765 10930
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=0 1 4 6 0 0 1 1 0 0 2 0 1 1 2 0 0 1 1 0 1 4 2 4 1 7 4 2 4 1
split_gain=2.33538e+15 7.62571e+15 3.74925e+15 3.65207e+15 3.45304e+15 5.33686e+15 4.67704e+15 4.55618e+15 3.62077e+15 5.78837e+15 4.51712e+15 4.64612e+15 4.32492e+15 5.54789e+15 4.14711e+15 3.03114e+15 5.46773e+15 5.01957e+15 3.64905e+15 3.35916e+15 3.50831e+15 3.22489e+15 2.67482e+15 2.47543e+15 2.74972e+15 2.60763e+15 4.89653e+15 4.34072e+15 3.52823e+15 5.90783e+15
threshold=44.601833250000006 40.377616600000003 10.500000000000002 64.015000000000015 45.00849250000001 45.053967500000006 37.318079750000003 39.069277450000008 54.707511300000007 54.762682300000009 3062.5000000000005 53.356310450000002 38.066230450000006 38.989878900000008 2851.5000000000005 53.175387700000009 47.267650700000011 92.948588300000011 50.213874250000011 47.207933300000008 39.689978950000004 5.5000000000000009 6680.0000000000009 3.5000000000000004 37.631035900000008 6.0000000000000009 8.5000000000000018 2421.5000000000005 12.500000000000002 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 -6 10 14 12 15 -7 -14 -10 16 19 22 -17 -12 -21 -19 -18 24 -11 28 27 -27 -25 -30
right_child=4 2 -4 -5 5 8 -8 -9 9 23 11 -13 13 -15 -16 18 17 21 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=23976.847374783243 53980.074144174112 -721.54843898525837 -68916.914055763846 78390.119020595666 34304.351069702956 -80881.042722459126 -23380.998541540201 -9850.9248370851019 67597.371655432333 -46963.366245905694 -10947.878745829552 -22540.941906920096 9908.3462245018218 -20205.755526451161 8857.2542055165977 54436.815469707071 -15347.75107217305 185.33559201384807 7202.3257814267336 2797.2166242074868 44922.4810694482 55338.922632646281 -62620.33333305741 685.45850426419224 -6784.6053014431664 -35947.606503946037 -4998.6334392863255 40706.273399350233 21866.355667259373 -539.53198138251423
leaf_weight=49862 8442 68625 9135 16389 80223 9702 105213 32974 21846 20175 30080 75731 79815 261982 26720 24363 127837 34421 49761 32921 49492 15320 13206 1332529 109377 8989 866457 41463 237333 233421
leaf_count=49862 8442 68625 9135 16389 80223 9702 105213 32974 21846 20175 30080 75731 79815 261982 26720 24363 127837 34421 49761 32921 49492 15320 13206 1332529 109377 8989 866457 41463 237333 233421
internal_value=0 12507.4 -8732.93 37437.5 -458.344 53.2183 -17634.8 21442 -600.627 1046.98 -6535.36 63.7045 -15042.5 -13173.6 35279.8 4599.66 169.072 -10141.3 22727.3 17655.1 28095 17172.4 -19773.9 463.574 -13041.6 1106.77 -3235.25 27048.9 3314.55 10756.5
internal_weight=0 144011 77760 66251 3.92979e+06 3.81614e+06 113655 113197 3.70294e+06 2.89831e+06 804631 453132 351499 341797 48566 377401 303277 190784 74124 112493 82413 49741 141043 2.84974e+06 129552 2.72019e+06 916909 50452 1.80328e+06 470754
internal_count=4073804 144011 77760 66251 3929793 3816138 113655 113197 3702941 2898310 804631 453132 351499 341797 48566 377401 303277 190784 74124 112493 82413 49741 141043 2849744 129552 2720192 916909 50452 1803283 470754
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=6 5 6 5 4 6 5 4 0 6 1 1 6 6 5 4 2 0 1 7 1 5 1 6 0 7 2 0 4 1
split_gain=2.1687e+15 6.91483e+15 4.25894e+15 2.77538e+15 4.50348e+15 3.02224e+15 4.14678e+15 5.09072e+15 3.3235e+15 2.59447e+15 3.15594e+15 2.88793e+15 2.5884e+15 2.04582e+15 2.84172e+15 1.99952e+15 1.90396e+15 1.76913e+15 2.0631e+15 1.57589e+15 2.02613e+15 1.73224e+15 1.69065e+15 1.66162e+15 1.53868e+15 1.79646e+15 1.46093e+15 1.41453e+15 1.40412e+15 1.4472e+15
threshold=247.90000000000001 4.5000000000000009 189.00000000000003 3.5000000000000004 12.500000000000002 54.990000000000002 2.5000000000000004 9.5000000000000018 59.91832440000001 104.01000000000001 30.303340300000002 30.345769800000003 142.05000000000004 24.030000000000005 1.5000000000000002 9.5000000000000018 75.000000000000014 43.687280500000007 40.965343750000009 6.0000000000000009 37.897576350000001 1.5000000000000002 37.978059650000013 66.010000000000005 57.670849000000011 6.0000000000000009 2865.5000000000005 55.520061350000013 3.5000000000000004 91.443676550000006
decision_type=2 2 2 2 2 2 2 2 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 5 24 13 7 8 26 10 -8 -11 19 14 16 -16 -1 18 -12 20 21 23 -22 -9 -5 -26 -7 -23 -19 -30
right_child=1 -3 -4 4 -6 6 9 12 -10 11 17 -13 -14 -15 15 -17 -18 28 -20 -21 22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-87849.246105232829 -186342.04817871095 125930.52708605878 111431.82906191365 -18686.525256338398 28099.556377397148 9905.1713075648368 -35670.213050999519 6973.4349109521208 68155.540861169007 89551.99766544759 78924.951577063737 12574.180195338386 411812.30606219952 -1332.387245958198 21581.687465523264 186972.00806665147 -21527.980774091484 -20836.888017906334 4186.96810847912 -1299.694850398344 -49014.660023638011 -779.03080588580076 5833.4537962572458 -112659.86249247387 -61720.386148345598 98769.70510925792 28662.118033570961 33914.20800750488 -1837.1850325272128 22806.118421825391
leaf_weight=4787 2130 1063 3431 83349 20011 79139 27639 3534 15503 5463 5857 45177 156 2367416 3784 906 45209 37406 9999 254825 5782 14653 200494 1729 14011 734 87366 59368 648143 24740
leaf_count=4787 2130 1063 3431 83349 20011 79139 27639 3534 15503 5463 5857 45177 156 2367416 3784 906 45209 37406 9999 254825 5782 14653 200494 1729 14011 734 87366 59368 648143 24740
internal_value=0 -82381.6 64.6204 -29.327 -15134.6 422.426 3906.58 9405.14 23870.4 -1032.33 -2504.32 20878.5 4534.49 -1774.1 -20896.2 53531.3 -27878.1 -1241.94 31794.2 4416.91 9518.24 23105 4296.04 -32328.5 -23954.3 -53731.3 19747 27046.4 -1979.42 -931.121
internal_weight=0 3193 4.07061e+06 4.06718e+06 118105 3.94908e+06 1.52697e+06 722549 182008 804424 753784 50640 540541 2.4221e+06 54686 4690 49996 726145 15856 540385 285560 79284 206276 5263 98094 14745 166505 74021 710289 672883
internal_count=4073804 3193 4070611 4067180 118105 3949075 1526973 722549 182008 804424 753784 50640 540541 2422102 54686 4690 49996 726145 15856 540385 285560 79284 206276 5263 98094 14745 166505 74021 710289 672883
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=4 0 1 1 2 0 1 0 1 4 4 0 0 1 1 0 1 0 1 1 0 0 2 1 4 0 0 1 1 1
split_gain=1.96321e+15 3.00617e+15 2.00057e+15 1.86321e+15 2.21873e+15 3.26296e+15 2.25396e+15 1.83454e+15 6.02275e+15 3.13146e+15 3.03184e+15 2.64105e+15 4.47808e+15 3.93892e+15 3.75483e+15 3.20902e+15 3.78776e+15 3.57121e+15 3.73936e+15 4.86728e+15 3.47749e+15 3.37154e+15 3.3031e+15 5.44465e+15 2.93645e+15 2.81695e+15 4.52626e+15 3.65011e+15 2.7202e+15 8.59921e+15
threshold=27.500000000000004 55.876067900000002 37.755233900000007 113.48479755000001 9236.5000000000018 61.78914120000001 118.02765200000002 44.601833250000006 40.377616600000003 12.500000000000002 10.500000000000002 45.00849250000001 45.053967500000006 37.331232350000008 38.97264950000001 54.604289300000012 36.049731800000011 54.916864950000011 55.90712030000001 56.02161850000001 53.379556850000007 54.947759400000002 3062.5000000000005 39.718675700000013 17.500000000000004 47.267650700000011 53.175387700000009 50.213874250000011 82.991167100000027 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 9 -1 -10 13 14 -9 -13 16 -14 18 -17 -20 22 24 23 -18 -19 -24 -27 -28 29 -23
right_child=1 -3 -4 4 5 -7 -8 11 10 -11 -12 12 15 -15 -16 17 20 21 19 -21 -22 28 25 -25 -26 26 27 -29 -30 -31
leaf_value=24022.760267077381 61755.714560205364 -18293.04961244508 -2320.0643181120972 99533.750435556343 15206.785026471038 82460.313840207324 -66824.767666993052 27414.258934208141 -969.16634807898708 86335.731391086112 -62310.764337292785 51405.804701768589 -117679.67490174422 -23828.880139812667 8934.010023755578 -1514.215532382078 -7028.933429411878 -9375.1737526169254 71585.109250648238 13258.211471963819 -24304.14481797484 -124.45463781571294 15799.848842649299 -51655.102901571569 -53559.595690259994 -12551.058930144798 48082.645827870816 2713.5926058135756 -7714.8729683059864 19839.014001431315
leaf_weight=56810 17198 11660 6799 3579 12649 5420 4556 17783 68586 9399 9130 27494 3063 95868 85695 53425 264289 158073 22584 39037 93626 2014580 111806 30494 16623 173620 24460 64481 329368 241649
leaf_count=56810 17198 11660 6799 3579 12649 5420 4556 17783 68586 9399 9130 27494 3063 95868 85695 53425 264289 158073 22584 39037 93626 2014580 111806 30494 16623 173620 24460 64481 329368 241649
internal_value=0 23361.6 43601.3 -206.284 26372.4 14799.2 -6515.72 -379.882 10705.8 32868.7 -8175.52 -792.37 -337.735 -15810.9 19250.6 -946.653 -6698.95 585.455 17848 34634.9 -6253.29 -134.03 -3727.66 -11645.3 -13579.5 2506.84 -3153.7 15190.7 774.414 2013.69
internal_weight=0 35657 23997 4.03815e+06 26204 22625 17205 4.01194e+06 143925 66209 77716 3.86802e+06 3.75437e+06 113651 113189 3.64118e+06 765839 2.87534e+06 115046 61621 762776 2.76029e+06 669150 294783 174696 374367 262561 88941 2.5856e+06 2.25623e+06
internal_count=4073804 35657 23997 4038147 26204 22625 17205 4011943 143925 66209 77716 3868018 3754367 113651 113189 3641178 765839 2875339 115046 61621 762776 2760293 669150 294783 174696 374367 262561 88941 2585597 2256229
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=6 1 6 5 6 5 0 1 2 0 1 0 0 0 0 1 0 1 0 1 2 1 1 7 0 0 1 0 1 4
split_gain=1.83002e+15 2.00085e+15 1.79227e+15 5.60794e+15 3.39183e+15 2.73442e+15 1.96873e+15 4.45312e+15 8.91043e+15 6.04622e+15 4.69862e+15 1.14496e+16 1.13039e+16 4.96066e+15 1.08246e+16 2.14701e+16 1.0972e+16 1.00839e+16 9.07928e+15 8.36661e+15 6.25088e+15 8.90802e+15 6.05589e+15 5.55125e+15 4.43004e+15 4.40657e+15 4.97085e+15 3.86265e+15 3.39278e+15 3.21341e+15
threshold=30.985000000000003 37.843405600000004 247.90000000000001 3.5000000000000004 189.00000000000003 4.5000000000000009 59.898927250000007 37.234509300000006 2632.5000000000005 58.010305850000002 37.682335600000009 55.649510000000014 56.006509350000009 55.749683450000006 55.759969450000007 37.600779750000008 55.79439725000001 37.517483500000004 55.753967500000009 37.46219940000001 75.000000000000014 37.374856000000008 37.290808600000013 6.0000000000000009 59.982409200000006 55.876067900000002 37.618684050000006 44.990874950000006 37.631035900000008 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 4 -4 5 6 7 8 -2 10 11 -9 13 19 15 -15 17 -16 23 -13 21 -18 -22 -17 29 26 -23 -10 -20 -8
right_child=2 -3 3 -5 -6 -7 24 9 27 -11 -12 12 -14 14 16 18 20 -19 28 -21 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-29108.290973940326 -48330.305789365353 -4399.6711172749128 -186134.04503428959 82777.865841065373 99959.765402211007 -48252.3755804631 37915.489882934577 -8532.347956415937 90803.902564147604 -40827.680097250122 127.6432867039649 20152.43730934606 -62995.628299011361 142978.20011346662 28249.565948803713 -309967.7341948814 -144198.19777362121 192972.41493909681 -298198.25610266661 100284.7847017739 -23473.639356095009 10091.21062932136 75211.327843078383 -11611.751882526056 -843.27256819536581 -31746.252301671124 91529.169794675428 -4988.0491755054354 186246.66001396941 1611.6199559510324
leaf_weight=39741 55142 186917 1866 1327 3431 11476 67774 144767 4302 34240 2916348 25427 12524 3364 7155 752 3894 7733 3393 26724 7904 31462 29158 3653 183124 16423 9839 195712 151 38081
leaf_count=39741 55142 186917 1866 1327 3431 11476 67774 144767 4302 34240 2916348 25427 12524 3364 7155 752 3894 7733 3393 26724 7904 31462 29158 3653 183124 16423 9839 195712 151 38081
internal_value=0 -8731.95 514.45 -74375.2 576.658 487.872 633.951 -13.8994 -12739.7 974.58 1414.89 12643.7 28816.3 35311.4 24493.9 -68788 33786.2 113809 -158407 61215.1 21713.1 2193.66 54165.4 -62545.6 8570.29 12069.1 29491.9 -2927.71 -277557 24855.3
internal_weight=0 226658 3.84715e+06 3193 3.84395e+06 3.84052e+06 3.82905e+06 3.54007e+06 255156 3.28491e+06 3.25067e+06 334323 189556 177032 124881 11313 113568 14888 7949 52151 98680 61618 37062 4405 288979 57724 41301 200014 3544 105855
internal_count=4073804 226658 3847146 3193 3843953 3840522 3829046 3540067 255156 3284911 3250671 334323 189556 177032 124881 11313 113568 14888 7949 52151 98680 61618 37062 4405 288979 57724 41301 200014 3544 105855
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=4 6 2 1 0 2 1 6 5 4 6 6 0 1 6 1 1 0 6 1 6 0 0 0 1 6 0 1 1 2
split_gain=1.69756e+15 2.96584e+15 2.26618e+15 1.73034e+15 1.91684e+15 2.59648e+15 2.09197e+15 1.64534e+15 4.45594e+15 3.86653e+15 2.87375e+15 2.58253e+15 2.2885e+15 2.21275e+15 3.13856e+15 2.87025e+15 3.03123e+15 2.55428e+15 2.49054e+15 2.35609e+15 3.19836e+15 2.34175e+15 2.08862e+15 2.28736e+15 2.2907e+15 2.01876e+15 2.34288e+15 2.18483e+15 1.95889e+15 2.52209e+15
threshold=2.5000000000000004 68.515000000000015 36.000000000000007 113.48479755000001 61.78914120000001 9236.5000000000018 118.02765200000002 56.805000000000007 2.5000000000000004 9.5000000000000018 168.45000000000002 168.45000000000002 59.91832440000001 30.303340300000002 138.05000000000004 30.345769800000003 37.234509300000006 59.882709350000006 78.605000000000004 37.729575300000008 94.02500000000002 51.659529100000007 56.228352100000002 55.649510000000014 37.488790500000007 65.410000000000011 55.82518790000001 37.71815560000001 30.624707450000006 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 11 13 12 -9 14 -10 17 21 -15 -19 20 22 -17 23 24 -18 -25 27 -27 29 -23
right_child=3 -3 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 15 -16 16 19 18 -20 -21 -22 28 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-286651.27188588853 -1407.8920314679822 -55689.310133877865 -5240.7806250533367 91536.662276288189 85406.404260658048 18105.563624863426 -63539.949201534888 21031.493094610021 -32391.438131955791 4986.6220201959441 58010.760186714695 -141015.04676515897 66556.254321713015 129537.4306510504 143501.89455818484 19888.60829712596 -41440.260871534701 -34499.74060677841 53636.146138911339 -2313.1238536886967 68786.242844019711 -24849.59167249659 -108868.60497082776 -15365.379881533394 15757.306048124337 72698.525673715209 10220.178175035915 -124733.8731374839 -55418.452167210977 75275.03458516454
leaf_weight=287 2456047 13720 98160 3498 4561 11856 4268 128644 33634 470002 7963 944 12079 2661 1046 10472 13143 4940 9135 668260 9998 28330 1489 9003 14985 15177 15029 582 21130 2761
leaf_count=287 2456047 13720 98160 3498 4561 11856 4268 128644 33634 470002 7963 944 12079 2661 1046 10472 13143 4940 9135 668260 9998 28330 1489 9003 14985 15177 15029 582 21130 2761
internal_value=0 -12131.6 -6061.17 343.485 27010.9 13437.3 -3505.89 179.699 2811.79 9351.65 -1787.56 23833.3 24939.1 -2340.11 -27086.2 -1302.51 -2149.09 39689.1 22702.5 -378.056 15907 -23270.1 8289.87 10858.4 -10968.6 26287.7 38467.9 65407.1 -31924.8 -15958.1
internal_weight=0 112167 98447 3.96164e+06 24183 19622 16124 3.93745e+06 1.48141e+06 611669 869738 141667 140723 861775 34680 827095 810359 16736 14075 747666 79406 62693 69408 67919 28128 39791 30788 15759 52221 31091
internal_count=4073804 112167 98447 3961637 24183 19622 16124 3937454 1481407 611669 869738 141667 140723 861775 34680 827095 810359 16736 14075 747666 79406 62693 69408 67919 28128 39791 30788 15759 52221 31091
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=6 5 3 6 5 6 5 4 7 4 0 6 5 6 0 3 3 1 2 6 5 1 6 0 1 1 1 4 4 0
split_gain=1.54856e+15 2.78009e+15 1.53983e+15 1.3947e+15 4.32282e+15 2.47422e+15 2.43192e+15 3.34948e+15 1.98878e+15 4.53756e+15 9.54684e+15 3.11014e+15 3.45276e+15 2.90626e+15 2.49228e+15 2.43532e+15 2.42237e+15 2.21893e+15 1.88457e+15 1.87562e+15 1.85416e+15 4.54774e+15 3.7193e+15 2.80749e+15 1.71469e+15 2.41752e+15 1.77225e+15 3.6179e+15 2.79715e+15 2.445e+15
threshold=28.005000000000006 2.5000000000000004 26.500000000000004 247.90000000000001 4.5000000000000009 189.00000000000003 3.5000000000000004 12.500000000000002 6.0000000000000009 12.500000000000002 59.864072000000007 79.710000000000022 1.5000000000000002 41.365000000000002 63.565651350000003 10.500000000000002 1.5000000000000002 59.999510900000011 2200.0000000000005 142.05000000000004 2.5000000000000004 36.555998300000006 54.010000000000012 55.520061350000013 37.729575300000008 37.488790500000007 37.543519500000009 32.500000000000007 19.500000000000004 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 11 10 13 14 -13 -10 20 -11 -14 -16 19 24 22 -22 -2 -24 25 -17 27 28 -27 -30
right_child=2 -3 -4 4 -6 -7 7 -9 9 15 -12 12 16 -15 17 18 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-14644.588734254467 495.55680873812389 104244.46727475109 47967.838341190516 -148033.42896192669 98869.622906132412 85239.186817318667 -21570.434406576584 23486.156877043381 -11737.870915263127 -14487.525036506207 55925.910994050282 -110351.74203057287 -20956.786880919801 5727.1954456281319 -13027.370858410271 -3767.8896709146766 18178.629421581358 -107531.48432672775 -7833.6255123936426 858408.51826923084 -36420.81808259894 -1336.8439776499163 3782.9979041436072 20605.991894155501 -7994.4521298559794 7615.8265487473082 22536.563163627732 -54394.480459561193 215633.13513913998 82192.081341845042
leaf_weight=98362 1657102 2007 6768 2130 1063 3425 97689 19852 136197 330401 33338 2221 17221 317131 6956 26682 193874 3865 186544 26 40561 414653 224548 177706 37415 2237 26416 1820 2420 3174
leaf_count=98362 1657102 2007 6768 2130 1063 3425 97689 19852 136197 330401 33338 2221 17221 317131 6956 26682 193874 3865 186544 26 40561 414653 224548 177706 37415 2237 26416 1820 2420 3174
internal_value=0 -12267.3 309.871 228.556 -65835.5 281.778 208.299 -13960.6 641.722 -2941.83 4278.22 2086.03 13681 480.024 1106.62 -8635.49 14986 -46782 -1892.24 9170.03 1312.7 -4462.94 2589.38 11215 8949.59 19052.7 35935.2 72608.9 102126 139920
internal_weight=0 100369 3.97344e+06 3.96667e+06 3193 3.96347e+06 3.96005e+06 117541 3.84251e+06 1.1038e+06 486666 2.73871e+06 213316 453328 2.52539e+06 617135 211095 10821 286734 100190 2.51457e+06 455214 2.05936e+06 402254 100164 62749 36067 9651 7831 5594
internal_count=4073804 100369 3973435 3966667 3193 3963474 3960049 117541 3842508 1103801 486666 2738707 213316 453328 2525391 617135 211095 10821 286734 100190 2514570 455214 2059356 402254 100164 62749 36067 9651 7831 5594
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=4 0 3 1 6 7 4 0 4 4 0 1 4 0 0 3 2 0 4 6 2 0 1 1 0 3 6 3 0 0
split_gain=1.47929e+15 1.81879e+15 1.38413e+15 2.36726e+15 2.33486e+15 1.80575e+15 3.88372e+15 5.90444e+15 3.3012e+15 3.76195e+15 3.37309e+15 2.94183e+15 2.7662e+15 2.71423e+15 3.19459e+15 2.45098e+15 2.42453e+15 2.04176e+15 2.13957e+15 2.03674e+15 2.03597e+15 5.4839e+15 4.13002e+15 3.6271e+15 2.44672e+15 1.92279e+15 1.88452e+15 1.92687e+15 2.50638e+15 2.07958e+15
threshold=33.500000000000007 55.667390500000003 1.5000000000000002 37.978059650000013 98.020000000000024 6.0000000000000009 15.500000000000002 59.864072000000007 6.5000000000000009 8.5000000000000018 47.139841100000005 37.631035900000008 11.500000000000002 59.933037250000005 59.848366150000011 16.500000000000004 3999.0000000000005 44.046956350000009 9.5000000000000018 134.05000000000004 75.000000000000014 55.812023600000011 37.618684050000006 37.331232350000008 55.753967500000009 8.5000000000000018 99.050000000000011 3.5000000000000004 55.071632200000003 55.026775150000006
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 8 7 11 26 10 -10 20 -9 14 15 -8 -13 -18 -19 -11 21 22 23 -7 -24 -12 -4 -28 29 -29
right_child=1 -3 5 4 -6 6 13 12 9 19 25 16 -14 -15 -16 -17 17 18 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-19463.630035624501 259488.75167088365 36419.710474350759 -2026.6172647482581 -712.00714566195029 -58807.486573589711 -147042.24291250759 -11852.448814879317 61537.914602119919 -1998.2389350577921 3505.5161473673998 48983.667643536312 15260.538375817743 14729.593219862521 -30031.996367826425 29145.69404953935 6263.2927580493451 -38973.333298632126 27311.820026121703 -2968.892960979123 45408.166441770853 -5723.0673143809108 90547.755366222482 -93786.605235337891 -26606.046951446857 -302817.03248175478 -281383.74879198667 -3527.1960571467966 -66205.633728332454 -9451.6236257098699 -193130.96677470065
leaf_weight=92268 396 4748 860336 399014 7040 2857 372811 22837 21717 1555248 37686 119185 28234 53897 24057 93393 14074 26030 225318 11687 49456 2910 1321 20046 972 177 13732 4881 5721 1755
leaf_count=92268 396 4748 860336 399014 7040 2857 372811 22837 21717 1555248 37686 119185 28234 53897 24057 93393 14074 26030 225318 11687 49456 2910 1321 20046 972 177 13732 4881 5721 1755
internal_value=0 53592.2 -67.7565 -5004.75 -1719.24 621.313 -2845.62 3394.7 2080.14 4755.83 29419.2 -170.766 35660.5 -8731.38 -6389.69 -8223.39 3412.05 -1908.39 167.026 3818.05 -17936.9 -39428.6 -54440.2 -41629.7 -182394 47439.3 -2829.54 -29307.5 -57956.4 -99773.1
internal_weight=0 5144 4.06866e+06 498322 406054 3.57034e+06 1.0574e+06 513240 2.51294e+06 1.62652e+06 59580 462169 51071 544158 490261 466204 384607 265422 251348 1.56694e+06 77562 28106 25196 22903 2293 37863 886425 26089 12357 6636
internal_count=4073804 5144 4068660 498322 406054 3570338 1057398 513240 2512940 1626515 59580 462169 51071 544158 490261 466204 384607 265422 251348 1566935 77562 28106 25196 22903 2293 37863 886425 26089 12357 6636
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=0 1 6 4 0 0 1 1 0 2 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 1 1 1 0 0
split_gain=1.4597e+15 4.61346e+15 2.70757e+15 2.41223e+15 2.15896e+15 3.41246e+15 3.41408e+15 3.3614e+15 2.20062e+15 3.47607e+15 3.89474e+15 3.3448e+15 3.09818e+15 2.97733e+15 4.32754e+15 3.43684e+15 4.73103e+15 2.9142e+15 2.72541e+15 2.68097e+15 2.82876e+15 2.5788e+15 2.64004e+15 3.2543e+15 2.51954e+15 2.20635e+15 2.0616e+15 6.84703e+15 5.72519e+15 4.55016e+15
threshold=44.601833250000006 40.377616600000003 83.010000000000005 10.500000000000002 45.00849250000001 45.053967500000006 39.069277450000008 37.343102500000008 54.604289300000012 3062.5000000000005 45.085557650000005 38.999037500000007 54.916864950000011 55.90712030000001 56.128886000000001 54.810424650000009 83.050033500000012 47.267650700000011 54.947759400000002 47.207933300000008 39.689978950000004 30.084656550000002 55.026775150000006 59.939085000000013 36.049731800000011 82.981285100000022 82.991167100000027 82.860505900000007 55.520061350000013 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -2 9 10 11 -7 13 -10 -15 -16 -17 19 25 -11 -21 22 -20 -24 -12 -14 27 28 -23 -30
right_child=4 3 -4 -5 5 8 -8 -9 12 17 24 -13 18 14 15 16 -18 -19 21 20 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=22617.09607720131 15711.897897327244 -206.5995793796894 90624.235154429771 -54907.181109393976 28279.46098524089 21828.16898873802 -9943.0423623694987 -23916.965776457051 -483.3559535112276 -10975.262848399028 -124832.89353226745 -11499.974136933593 -14893.810516091587 56465.669444028674 -28677.389594323755 -16923.492339377932 100663.92389609793 -4071.9128493232838 121643.30617559965 1188.3874659143746 39014.500975447889 -14608.609132354641 -69428.486155474311 12164.933001649166 -19851.439797131112 31286.276170224912 -6065.837624389862 18205.980311189709 9971.8803535199768 -1002.5541743475059
leaf_weight=59761 28602 68625 6490 9135 80223 48286 32974 85053 53488 30080 2311 80008 163653 33052 15473 7056 6643 328348 1054 32921 49492 225755 13778 7576 212185 11044 338440 241811 539392 1261095
leaf_count=59761 28602 68625 6490 9135 80223 48286 32974 85053 53488 30080 2311 80008 163653 33052 15473 7056 6643 328348 1054 32921 49492 225755 13778 7576 212185 11044 338440 241811 539392 1261095
internal_value=0 9888.25 29279.1 -6632.65 -362.364 42.1372 17145.3 -13944.1 -480.699 -5185.95 -12738.9 1043.74 782.333 16817.8 31690 3618.99 40097.7 687.069 120.506 14577.7 23904.3 924.242 -32854.9 -40480.7 -20982.5 -11974.4 1214.64 2301.04 402.948 2285.18
internal_weight=0 144011 66251 77760 3.92979e+06 3.81614e+06 113197 113655 3.70294e+06 783631 342790 128294 2.91931e+06 115712 62224 29172 13699 440841 2.8036e+06 112493 82413 2.6289e+06 22408 21354 214496 174697 2.60649e+06 2.26805e+06 2.02624e+06 1.80049e+06
internal_count=4073804 144011 66251 77760 3929793 3816138 113197 113655 3702941 783631 342790 128294 2919310 115712 62224 29172 13699 440841 2803598 112493 82413 2628901 22408 21354 214496 174697 2606493 2268053 2026242 1800487
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=6 5 4 2 4 0 1 1 1 0 0 0 1 2 0 0 1 0 4 0 1 0 2 2 0 1 1 0 4 0
split_gain=1.34642e+15 2.81514e+15 1.80661e+15 1.4122e+15 1.278e+15 1.95922e+15 1.56835e+15 3.98118e+15 1.50904e+15 1.41536e+15 1.52499e+15 1.29664e+15 3.4179e+15 7.24926e+15 5.36114e+15 3.04999e+15 6.21914e+15 3.01864e+15 3.0012e+15 2.98948e+15 6.00881e+15 9.19434e+15 5.95501e+15 7.34906e+15 1.09079e+16 9.5171e+15 6.81926e+15 5.67693e+15 5.57184e+15 5.48429e+15
threshold=24.030000000000005 1.5000000000000002 9.5000000000000018 75.000000000000014 27.500000000000004 55.876067900000002 37.649344350000007 43.56803845000001 37.475446350000006 55.667390500000003 55.840017500000009 59.898927250000007 37.234509300000006 2632.5000000000005 58.010305850000002 59.933037250000005 30.315889700000003 44.990874950000006 24.500000000000004 55.676890650000011 37.682335600000009 56.228352100000002 2865.5000000000005 2970.5000000000005 56.791379400000004 49.692247900000005 43.80299105000001 56.858606850000008 17.500000000000004 56.067362750000008
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 -7 -8 9 -6 -11 12 13 -2 19 16 -13 -15 -17 -14 21 -21 -22 25 29 26 -24 -26 -28 -25
right_child=4 2 -4 -5 5 6 7 -9 -10 10 -12 15 14 17 -16 18 -18 -19 -20 20 22 -23 23 24 27 -27 28 -29 -30 -31
leaf_value=-74399.97856650599 -42629.868425737615 26026.257358257237 176470.91993427931 -17282.071090277062 366214.08990279795 -56335.741493744514 802970.59824218752 10289.605694331034 22543.750105863503 61898.635364819893 326246.77036879095 -43217.614769172673 -1353.3459249785692 78727.940665427421 -37414.686980722414 5993.0866660213178 49079.951236673958 -4436.0110262210719 -28284.207278641705 27860.654787664902 -9419.8751093571154 -82986.673202382983 -52714.971668661179 8835.6713848026848 38601.018811222188 -27795.334493252794 42823.440394114878 4535.4736036663198 -166.87310331266428 -28773.095343966364
leaf_weight=4787 58085 4120 990 45209 172 5047 64 6336 18422 4640 229 9161 2223323 4461 37128 226528 35946 201902 28790 157159 313718 7857 9478 53871 65795 33221 150579 190731 37695 138360
leaf_count=4787 58085 4120 990 45209 172 5047 64 6336 18422 4640 229 9161 2223323 4461 37128 226528 35946 201902 28790 157159 313718 7857 9478 53871 65795 33221 150579 190731 37695 138360
internal_value=0 -15525.1 55173.1 -22751 212.886 19262.9 -14653.7 18216.4 35810 84290.6 74331.5 45.95 -469.287 -11422.2 377.908 6363.02 30334.8 -2638.24 2127.93 792.825 4911.76 22582.8 1976.52 7236.33 -223.394 21729.8 30049.7 13272.8 34216.2 -18233.6
internal_weight=0 55106 5110 49996 4.0187e+06 34910 11447 6400 23463 5041 4869 3.98379e+06 3.68336e+06 264448 3.41892e+06 300425 45107 206363 255318 3.38179e+06 1.15846e+06 165016 993448 679730 448757 230973 197752 256526 188274 192231
internal_count=4073804 55106 5110 49996 4018698 34910 11447 6400 23463 5041 4869 3983788 3683363 264448 3418915 300425 45107 206363 255318 3381787 1158464 165016 993448 679730 448757 230973 197752 256526 188274 192231
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 6 0 1 4 1 4 6 0 0 1 1 0 1 1 0 1 1 1 2 1 1 0 1 0 6
split_gain=1.31332e+15 2.91818e+15 2.73462e+15 2.30945e+15 1.73007e+15 1.3647e+15 1.24809e+15 3.68684e+15 2.47579e+15 2.09766e+15 1.96116e+15 1.73489e+15 1.69726e+15 2.89652e+15 2.76621e+15 2.61703e+15 2.26716e+15 2.97184e+15 4.16804e+15 2.63919e+15 2.46154e+15 3.36057e+15 4.39564e+15 4.24688e+15 2.36882e+15 3.49592e+15 2.78286e+15 3.98226e+15 2.3687e+15 3.06179e+15
threshold=103.8879505 9236.5000000000018 51.768991500000006 52.516286950000008 61.78914120000001 68.00500000000001 44.601833250000006 40.377616600000003 12.500000000000002 39.908802000000009 10.500000000000002 110.01500000000001 45.00849250000001 45.053967500000006 39.069277450000008 37.343102500000008 54.604289300000012 50.815483650000004 83.117716000000016 54.916864950000011 49.692247900000005 39.873894000000007 39.689978950000004 4244.5000000000009 55.90712030000001 56.128886000000001 54.810424650000009 83.086354900000018 54.86311005000001 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -2 7 8 9 -1 11 -9 15 14 -14 -8 17 20 -19 24 21 22 -15 -23 -18 -26 -27 -28 29 -29
right_child=1 2 4 -5 -6 -7 12 10 -10 -11 -12 -13 13 16 -16 -17 19 18 -20 -21 -22 23 -24 -25 25 26 27 28 -30 -31
leaf_value=10176.973312893288 54690.869062953199 -97039.617792912162 -591.89467035760651 -54935.443261797016 59285.074222416166 141675.75407681687 13582.257801258154 3503.9273041548158 73689.730403606198 63353.292727416148 -49372.119363946033 -71386.545196828331 25594.648688475296 -6376.3254630229285 -8810.6115961409178 -21384.596608886081 -45.351747258601705 -43706.438753461836 -6200.5043007476925 -25.499946323424993 18047.170366121132 -41543.425591020808 17123.51834613386 4182.6718095378283 50920.364913789104 -25645.078344243168 -1640.4382130380052 153410.44058118181 60949.435567268672 543398.37505252101
leaf_weight=48037 9829 2615 30656 1667 5727 2209 28602 65339 9441 8773 9132 3247 80223 372519 32974 85052 53488 45572 84701 2793899 52365 50156 101225 34135 33052 15470 9171 1306 2984 238
leaf_count=48037 9829 2615 30656 1667 5727 2209 28602 65339 9441 8773 9132 3247 80223 372519 32974 85052 53488 45572 84701 2793899 52365 50156 101225 34135 33052 15470 9171 1306 2984 238
internal_value=0 15683.4 1733.98 55376.9 8833.26 70652.8 -205.556 8937.06 26269.4 18388.8 -5837.97 -41.5392 -545.048 -181.454 15572.5 -12584.9 -669.992 -5609.48 -19320.8 587.41 -2683.18 -4628.47 -1355.11 -23025.9 15386.7 28652.7 3420.83 36244.4 112976 213525
internal_weight=0 52703 38998 13705 36383 12038 4.0211e+06 143969 66251 56810 77718 68586 3.87713e+06 3.76348e+06 113197 113654 3.65028e+06 740673 130273 2.90961e+06 610400 558035 473744 84291 115709 62221 29169 13699 4528 1544
internal_count=4073804 52703 38998 13705 36383 12038 4021101 143969 66251 56810 77718 68586 3877132 3763478 113197 113654 3650281 740673 130273 2909608 610400 558035 473744 84291 115709 62221 29169 13699 4528 1544
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 1 2 2 0 6 5 1 0 0 1 1 0 1 2 0 4 1 0 0 0 1 0 0 0
split_gain=1.12511e+15 1.22326e+15 3.52598e+15 2.3569e+15 2.15699e+15 3.31074e+15 1.77241e+15 1.30501e+15 1.1945e+15 2.13711e+15 1.13803e+15 2.33912e+15 1.22504e+15 1.12841e+15 1.14671e+15 1.04772e+15 5.29827e+15 4.86415e+15 3.12153e+15 8.94028e+15 4.79298e+15 4.53789e+15 4.15737e+15 5.85486e+15 7.49803e+15 2.90605e+15 5.70517e+15 7.82467e+15 5.09052e+15 8.67422e+15
threshold=113.48479755000001 61.686687400000004 54.62357655000001 39.749243900000003 60.753246850000004 50.298521650000005 42.186961750000002 14624.000000000002 9236.5000000000018 51.768991500000006 24.030000000000005 2.5000000000000004 37.924401400000008 61.78914120000001 53.715816400000008 30.362494150000003 30.303340300000002 60.034792100000011 37.234509300000006 3338.0000000000005 58.010305850000002 10.500000000000002 30.452677500000004 59.950512650000007 59.898927250000007 55.676890650000011 37.682335600000009 55.972700350000004 55.749683450000006 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 -5 -4 -2 -10 11 -1 -13 14 -11 16 -12 -18 19 22 25 -21 23 24 -17 -20 27 28 -27 -30
right_child=8 2 7 6 5 -7 -8 -9 9 13 15 12 -14 -15 -16 18 17 -19 20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-18335.019904772784 74335.688570180428 -27890.742080595344 -91278.127787327103 96049.180870400844 -115047.67930662521 54421.757460286914 8497.3450766856677 122939.36249506786 -87079.134466441756 23148.177820486362 -4583.1903412706133 275447.70109479444 59292.451739215983 60864.19788038078 -41123.134869757465 -8032.4545383868362 33881.464063530409 -36894.045395368732 -1286.2572784770628 -1279.9618227068677 -35200.061774781956 52367.084204495994 -35440.750679190562 -33092.547866020177 80115.635825013902 60151.655115810514 1920.2896546556651 -49049.330061386303 -64123.678259026761 26327.000306709579
leaf_weight=52505 3579 17039 6695 2997 1267 12786 10120 297 1980 11573 162240 318 1494 5420 3652 31447 81280 11028 2214059 37895 37284 27003 103730 41090 13922 37045 1002255 14523 11673 115608
leaf_count=52505 3579 17039 6695 2997 1267 12786 10120 297 1980 11573 162240 318 1494 5420 3652 31447 81280 11028 2214059 37895 37284 27003 103730 41090 13922 37045 1002255 14523 11673 115608
internal_value=0 -133.715 -18196.7 -3361.78 33.5985 39142.6 28501.4 -82178.8 20654.4 12162.6 -103.925 -14479.9 97227 21680.6 7731.51 94.1581 6299.17 25425.9 -334.17 -11006.9 458.985 21041.7 -21942.7 -5748.38 19016.8 850.575 4856.21 21308.9 27527.1 18031.7
internal_weight=0 4.0476e+06 37148 30156 4.01045e+06 14053 13117 6992 26204 22625 3.9964e+06 54317 1812 20645 15225 3.94208e+06 254548 92308 3.68753e+06 255087 3.43245e+06 64898 190189 86459 45369 3.39516e+06 1.1811e+06 178849 164326 127281
internal_count=4073804 4047600 37148 30156 4010452 14053 13117 6992 26204 22625 3996399 54317 1812 20645 15225 3942082 254548 92308 3687534 255087 3432447 64898 190189 86459 45369 3395163 1181104 178849 164326 127281
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=6 5 6 5 2 6 1 0 1 0 0 0 5 4 6 0 4 1 1 1 1 1 2 1 1 1 4 2 6 0
split_gain=1.11187e+15 3.37336e+15 1.97461e+15 2.03008e+15 1.13261e+15 1.08691e+15 1.90689e+15 2.06816e+15 1.58431e+15 1.48425e+15 1.31927e+15 1.27234e+15 2.23432e+15 3.505e+15 1.84188e+15 1.97345e+15 4.50383e+15 2.35082e+15 3.99821e+15 6.19314e+15 1.90658e+15 1.72801e+15 1.78547e+15 2.90094e+15 2.76199e+15 2.05656e+15 1.85494e+15 3.23943e+15 2.90391e+15 2.25404e+15
threshold=247.90000000000001 4.5000000000000009 189.00000000000003 4.5000000000000009 915.50000000000011 39.505000000000003 37.475446350000006 59.764576050000009 30.624707450000006 55.988910100000005 55.633951400000008 59.898927250000007 1.5000000000000002 9.5000000000000018 122.65000000000002 59.933037250000005 7.5000000000000009 30.315889700000003 30.410676000000006 30.389265100000003 30.323041000000003 118.02765200000002 2561.0000000000005 54.62357655000001 39.749243900000003 30.226173900000003 13.500000000000002 3338.0000000000005 76.00500000000001 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 7 9 -9 10 -1 -7 13 -13 15 16 -14 -18 19 20 -19 22 -17 24 25 -24 28 -28 -27 -30
right_child=1 -3 -4 4 -6 11 -8 8 -10 -11 -12 12 14 -15 -16 21 17 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-29838.528521610071 -131599.11745522943 86510.232732138014 75877.328504463992 51209.014867938677 -52225.424613822586 505.35623002489484 -711.73452536515697 115.01758071141501 -49280.288903708322 -53184.72596568361 257.03751342264502 82736.859621704381 -34527.493242511831 13200.329680339753 83523.295008399175 75804.3151480409 -29969.608873968213 223449.65002124282 41157.376730798802 435185.21916135331 50691.228487332839 78199.724170033689 28274.374274846308 -69807.915663332024 39588.062644562277 -12112.551941263484 -36119.175588793085 61970.319537105075 70752.286294765378 -17111.31241563919
leaf_weight=36227 2130 1063 3431 1178 10448 2777264 880678 101106 6939 14674 24360 9543 8159 30151 2839 2766 2785 894 11873 669 2238 2620 14449 6646 14191 48070 39681 3679 8644 4409
leaf_count=36227 2130 1063 3431 1178 10448 2777264 880678 101106 6939 14674 24360 9543 8159 30151 2839 2766 2785 894 11873 669 2238 2620 14449 6646 14191 48070 39681 3679 8644 4409
internal_value=0 -58987.1 46.2697 -17.7001 -41745 101.919 -2643.15 -11922.5 -3057.31 -24649.3 -17738.1 1078.23 8502.32 29917.9 3633.98 2313.6 27343.8 54691.3 69734 158998 100003 -2276.34 -3755.61 -5330.08 -2111.11 -7086.66 -11976.8 -27796.5 -754.403 41074
internal_weight=0 3193 4.07061e+06 4.06718e+06 11626 4.05555e+06 1.06398e+06 183306 108045 75261 60587 2.99157e+06 214306 39694 174612 171773 26618 18459 15674 3801 3132 145155 142535 139769 133123 118932 104483 43360 61123 13053
internal_count=4073804 3193 4070611 4067180 11626 4055554 1063984 183306 108045 75261 60587 2991570 214306 39694 174612 171773 26618 18459 15674 3801 3132 145155 142535 139769 133123 118932 104483 43360 61123 13053
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 6 7 4 0 6 3 1 1 1 0 0 1 1 0 0 1 1 2 1 0 0 1 1 2 0 2 0 1 6
split_gain=1.02887e+15 2.18135e+15 1.05862e+15 3.61194e+15 4.01854e+15 2.31556e+15 2.19299e+15 2.1618e+15 2.08114e+15 3.45983e+15 6.57687e+15 2.95407e+15 2.039e+15 2.13308e+15 2.90987e+15 5.32634e+15 3.09796e+15 2.57198e+15 3.73907e+15 3.22289e+15 5.40954e+15 6.59498e+15 3.37317e+15 3.09096e+15 6.55505e+15 3.82173e+15 4.94646e+15 2.93228e+15 4.37678e+15 3.99753e+15
threshold=1.5000000000000002 94.02500000000002 6.0000000000000009 13.500000000000002 59.864072000000007 41.990000000000002 10.500000000000002 20.507515800000004 30.425503950000003 30.389265100000003 59.939085000000013 60.042359000000012 30.205407000000005 30.345769800000003 59.990753350000013 59.950512650000007 30.315889700000003 37.234509300000006 2632.5000000000005 37.618684050000006 55.520061350000013 56.115175650000005 37.631035900000008 37.442254400000003 75.000000000000014 55.791814000000009 75.000000000000014 55.721784200000009 37.503969450000007 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -2 9 11 -11 -6 -9 14 15 16 -14 18 -15 20 -19 23 -21 24 -22 27 -27 -25 -29 -30
right_child=2 -3 3 6 8 -7 -8 12 -10 10 -12 -13 13 17 -16 -17 -18 19 -20 22 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-16056.377619986823 55378.475005314642 -182180.74296659496 -9261.913452560073 -13329.692470043683 42204.563209176275 5711.1726627321823 -1444.1309342791787 -20745.445546241579 -12848.134077069772 347622.52159586374 9658.0093162080157 -84663.545403304277 -5122.1140358876355 -34278.545518548643 -5059.8014852672468 95509.982205711363 56584.206857334997 -11116.555232009483 -2485.8094573373533 -76518.407005181623 -33074.481578307939 -65996.162330679377 888.44148443695303 47466.336664616676 42394.836506836837 -7896.6196269641068 81096.476937642234 23595.928916441666 160633.63631164635 -711118.64796580188
leaf_weight=17870 7325 827 150674 323090 31471 328385 298809 42549 8197 1042 1287 1949 24669 48187 34038 10657 12140 58247 159226 5643 19758 7433 2376124 34188 27566 22738 8611 4040 7011 53
leaf_count=17870 7325 827 150674 323090 31471 328385 298809 42549 8197 1042 1287 1949 24669 48187 34038 10657 12140 58247 159226 5643 19758 7433 2376124 34188 27566 22738 8611 4040 7011 53
internal_value=0 -23404.3 107.911 -2468.09 3656.72 1001.83 -7618.94 1121.34 32597.9 43018.4 160864 34805.8 984.427 1307.67 17253.1 33253.8 15229.3 839.985 -9872.02 1704.03 14250.3 25495.1 705.045 30981 10886 43389.2 16548.2 61967.2 106614 154093
internal_weight=0 18697 4.05511e+06 1.1449e+06 523005 479059 621899 2.9102e+06 43946 35749 2329 33420 2.90288e+06 2.86033e+06 81504 47466 36809 2.77882e+06 207413 2.57141e+06 189645 131398 2.38177e+06 123965 47324 76641 31349 45292 11104 7064
internal_count=4073804 18697 4055107 1144904 523005 479059 621899 2910203 43946 35749 2329 33420 2902878 2860329 81504 47466 36809 2778825 207413 2571412 189645 131398 2381767 123965 47324 76641 31349 45292 11104 7064
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=0 1 6 6 1 4 4 0 0 1 0 1 1 6 0 6 4 4 6 2 0 0 1 1 6 1 0 1 0 6
split_gain=9.8453e+14 2.99938e+15 2.16024e+15 1.61187e+15 1.57078e+15 1.40197e+15 1.33347e+15 1.27634e+15 1.25977e+15 2.40461e+15 2.34204e+15 2.53818e+15 2.35265e+15 2.08663e+15 1.82708e+15 1.60215e+15 1.40553e+15 1.38629e+15 1.88263e+15 1.78985e+15 1.70499e+15 3.42736e+15 2.97101e+15 2.37724e+15 2.08031e+15 2.04362e+15 2.00149e+15 1.83443e+15 1.88337e+15 1.84713e+15
threshold=44.601833250000006 40.377616600000003 72.020000000000024 95.045000000000016 39.908802000000009 19.500000000000004 10.500000000000002 43.051287600000009 45.00849250000001 37.318079750000003 45.053967500000006 38.97264950000001 38.958307950000012 70.50500000000001 45.040161900000008 64.805000000000021 14.500000000000002 3.5000000000000004 88.825000000000003 75.000000000000014 47.207933300000008 47.234875100000004 38.989878900000008 39.652459050000012 64.805000000000021 39.763755750000009 47.222459950000008 38.927872750000006 45.07004340000001 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 5 6 -4 -1 -3 -5 9 -2 11 12 16 -11 15 -14 -10 18 19 -12 22 23 27 -22 -24 26 -25 29 -29 -19
right_child=8 3 4 7 -6 -7 -8 -9 10 13 17 -13 14 -15 -16 -17 -18 20 -20 -21 21 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=12984.210691892649 40677.628034797614 4510.4463021047632 49381.193439444978 -12605.429424235375 159734.03219656239 105724.31151734489 -40579.625801382157 -92047.31302702635 -4876.5683169704616 -9395.9345750540979 -106059.30296465469 5698.0954148032188 58037.310600533878 -51542.247049357044 5042.8753068478218 151935.27984828371 52041.935871343507 -3425.5343624729794 -55627.729192771229 -5571.4803375093406 1616.4901974307875 247.35888755020724 -10387.24930294877 22864.800919437123 -39804.258583450413 -17290.286882520759 84063.359081893897 36934.908547141888 -1949.1091618752614 -85360.104739840317
leaf_weight=53788 8442 62192 9284 4667 1498 1681 7332 3569 10326 91741 1789 85698 3608 13472 2422 3661 7482 19334 8126 192345 19946 3219075 133220 8955 29333 4121 13253 27388 22848 3208
leaf_count=53788 8442 62192 9284 4667 1498 1681 7332 3569 10326 91741 1789 85698 3608 13472 2422 3661 7482 19334 8126 192345 19946 3219075 133220 8955 29333 4121 13253 27388 22848 3208
internal_value=0 8120.85 23755.9 -5200.14 64713.1 15794.7 -244.752 -47030.9 -297.596 -10672.4 11.3931 14180.5 40614.9 -14792.6 80264.9 105329 19037.6 -421.748 -8471.36 -6497.5 43.3373 635.798 -8177.38 27657.2 -15695.6 47384.7 59386.1 8614.9 19249.9 -15085.8
internal_weight=0 144011 66251 77760 10782 55469 69524 8236 3.92979e+06 113655 3.81614e+06 113197 27499 105213 9691 7269 17808 3.70294e+06 202260 194134 3.50068e+06 3.26535e+06 235331 46275 162553 26329 22208 72778 50236 22542
internal_count=4073804 144011 66251 77760 10782 55469 69524 8236 3929793 113655 3816138 113197 27499 105213 9691 7269 17808 3702941 202260 194134 3500681 3265350 235331 46275 162553 26329 22208 72778 50236 22542
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=4 0 5 6 6 2 1 7 1 6 6 4 4 1 1 1 5 2 1 1 2 1 1 1 6 7 7 2 1 0
split_gain=9.50116e+14 1.33048e+15 9.13141e+14 3.59698e+15 3.14977e+15 2.32403e+15 1.85279e+15 1.93634e+15 1.42591e+15 1.35801e+15 1.29251e+15 1.72957e+15 2.06106e+15 3.23416e+15 4.58295e+15 3.12132e+15 2.10472e+15 1.95851e+15 1.80184e+15 1.62547e+15 2.60597e+15 4.72333e+15 1.6224e+15 1.60599e+15 1.48697e+15 1.36231e+15 1.35226e+15 1.36109e+15 2.8774e+15 2.39926e+15
threshold=33.500000000000007 55.667390500000003 3.5000000000000004 156.15000000000003 247.90000000000001 451.00000000000006 38.927872750000006 6.0000000000000009 20.507515800000004 138.05000000000004 77.010000000000005 2.5000000000000004 9.5000000000000018 49.030112300000006 49.147669400000005 30.345769800000003 1.5000000000000002 9651.0000000000018 49.111590500000005 39.178027400000005 2882.5000000000005 43.932356550000009 44.064675150000006 30.315889700000003 134.05000000000004 6.0000000000000009 6.0000000000000009 75.000000000000014 37.858952300000006 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 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 10 -4 7 9 -9 -7 -1 -12 13 15 18 23 -17 -16 -15 -18 21 -21 -23 -13 26 -19 -14 28 29 -28
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 12 24 14 17 16 19 25 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-326.51221870463201 219050.99992799084 28262.590044599434 27723.850708295082 51328.486696602944 -129717.03856808742 -63965.25850521648 -11696.694057404949 -316645.81350972876 59011.356444284429 47482.587583743363 -52873.550166311587 30099.450719567016 7559.0140424360452 79090.739658054037 18507.903693674827 -177231.31796719355 -18918.261944674068 58365.986306556268 293191.17338512029 23843.545582207913 -9678.7136298718979 250457.88372478459 -115.70120659722222 111389.29577049841 61997.716169339306 170624.04035692246 -19806.000759736507 -10343.805129587718 -376981.48864787014 60949.777952159231
leaf_weight=3557188 396 4748 12211 9267 1865 16689 80660 106 2161 1170 4967 10684 153336 655 21027 698 27992 9033 983 7833 15026 1438 315 3146 4091 1228 6439 109690 179 8583
leaf_count=3557188 396 4748 12211 9267 1865 16689 80660 106 2161 1170 4967 10684 153336 655 21027 698 27992 9033 983 7833 15026 1438 315 3146 4091 1228 6439 109690 179 8583
internal_value=0 42950 -54.3017 -8565.57 209.387 -13477.5 -18469.4 -45612.8 41446.4 -56664 270.818 5756.43 6518.03 18850.3 44521.8 6259.34 -4724.24 35985.4 207577 -2435.25 16311.4 57050.7 205432 48591 2147.26 71800.6 1267.23 -6457.56 21585.5 26334.8
internal_weight=0 5144 4.06866e+06 122264 3.9464e+06 112997 100786 20126 2267 17859 3.94453e+06 387343 382376 100058 32926 67132 53302 31288 1638 52604 24612 9586 1753 13830 282318 10261 278227 124891 15201 15022
internal_count=4073804 5144 4068660 122264 3946396 112997 100786 20126 2267 17859 3944531 387343 382376 100058 32926 67132 53302 31288 1638 52604 24612 9586 1753 13830 282318 10261 278227 124891 15201 15022
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=1 2 0 0 6 1 1 0 4 4 1 0 2 2 6 0 0 2 0 6 1 1 1 1 0 6 0 4 0 1
split_gain=8.8291e+14 2.28812e+15 1.83734e+15 1.80784e+15 1.09564e+15 1.0952e+15 3.94423e+15 4.03051e+15 1.62684e+15 1.4195e+15 1.39295e+15 1.0128e+15 9.64022e+14 5.62483e+15 3.8963e+15 2.86907e+15 6.19633e+15 4.15368e+15 3.05353e+15 3.06714e+15 2.42186e+15 1.17874e+16 8.62485e+15 1.18636e+16 4.32491e+15 4.35676e+15 3.98485e+15 3.48977e+15 3.17303e+15 2.74092e+15
threshold=103.8879505 9236.5000000000018 51.768991500000006 52.516286950000008 68.00500000000001 83.971434050000013 91.292296250000007 56.105603650000006 11.500000000000002 9.5000000000000018 86.169282750000022 61.78914120000001 4829.0000000000009 5444.0000000000009 100.05000000000001 56.904718250000009 56.802121050000004 5719.5000000000009 56.858606850000008 72.020000000000024 49.030112300000006 49.195555600000006 44.628646350000004 43.932356550000009 56.288960650000007 82.905000000000015 43.6005307 18.500000000000004 55.79439725000001 55.90712030000001
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 -2 12 10 8 9 -8 -7 -4 20 14 -14 16 -15 -17 19 -18 22 27 23 26 -25 -26 -1 -22 -29 -23
right_child=1 2 11 -5 -6 6 7 -9 -10 -11 -12 -13 13 15 -16 17 18 -19 -20 -21 21 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=37449.471245864392 47220.780647911844 -80455.918761439141 -885.13867116355198 -49592.472441150509 125160.3001127976 -22090.502292839043 12589.96159628528 -46961.069760112405 -12716.357479065926 53323.810802484251 -61739.426838395106 44927.943143652708 -16627.714370046891 -297.18544299870024 -112756.61691401398 11817.539540004784 28914.361475229485 -30336.202913359659 2509.0889152966793 84908.54257285464 54884.277947695744 -6382.1879960789565 -28883.007787278053 19454.476296831606 63906.261807396251 183363.79834782358 -463.93859500780866 -14305.136342927275 81120.687474803068 10446.009476510881
leaf_weight=28126 9829 2615 30656 1667 2209 26116 44772 13976 20310 10576 13411 5727 164998 954295 4327 36052 42426 66480 30782 12714 59708 231869 99897 20334 19294 3627 1930655 15743 4475 166138
leaf_count=28126 9829 2615 30656 1667 2209 26116 44772 13976 20310 10576 13411 5727 164998 954295 4327 36052 42426 66480 30782 12714 59708 231869 99897 20334 19294 3627 1930655 15743 4475 166138
internal_value=0 12859.2 507.085 48007.4 61522.9 -168.54 -9227.78 2376.7 11490.7 20373.5 -35542.9 6326.24 132.107 -2074.78 -19084.2 445.571 2018.69 -15514.2 27740.1 41825.3 1254.49 7679.92 -206.511 1224.38 53026.4 82809.1 80.4574 42725 6816.17 642.319
internal_weight=0 52703 38998 13705 12038 4.0211e+06 129161 89634 75658 55348 39527 36383 3.89194e+06 1.31207e+06 169325 1.14275e+06 1.04022e+06 102532 85922 55140 2.57987e+06 477933 2.10193e+06 2.00204e+06 43255 22921 1.95878e+06 79926 20218 398007
internal_count=4073804 52703 38998 13705 12038 4021101 129161 89634 75658 55348 39527 36383 3891940 1312074 169325 1142749 1040217 102532 85922 55140 2579866 477933 2101933 2002036 43255 22921 1958781 79926 20218 398007
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=6 5 3 2 4 1 4 4 0 1 0 1 0 0 7 5 6 6 2 4 7 1 2 2 4 1 0 0 1 3
split_gain=8.93268e+14 1.63054e+15 9.09729e+14 1.25796e+15 1.45269e+15 1.42789e+15 1.42706e+15 1.87821e+15 1.92236e+15 1.25773e+15 1.75315e+15 1.16888e+15 1.1218e+15 1.11696e+15 1.16262e+15 1.00398e+15 2.69371e+15 2.38007e+15 1.82016e+15 1.58694e+15 2.60115e+15 3.12982e+15 3.18473e+15 2.65632e+15 2.8177e+15 2.90191e+15 3.11448e+15 2.70895e+15 2.3606e+15 2.31891e+15
threshold=28.005000000000006 2.5000000000000004 19.500000000000004 75.000000000000014 24.500000000000004 37.586700500000006 25.500000000000004 30.500000000000004 55.812023600000011 37.488790500000007 55.783232450000007 37.517483500000004 55.775215600000003 55.60524465000001 6.0000000000000009 3.5000000000000004 189.00000000000003 168.45000000000002 451.00000000000006 11.500000000000002 6.0000000000000009 37.873748150000004 2691.5000000000005 3338.0000000000005 12.500000000000002 37.425454150000007 55.539595350000006 55.866549750000011 37.618684050000006 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 15 4 5 9 13 8 -8 -4 12 -9 -11 -6 -15 16 19 18 -17 29 21 23 -23 24 -21 -26 -27 28 -28 -2
right_child=2 -3 3 -5 6 -7 7 11 -10 10 -12 -13 -14 14 -16 17 -18 -19 -20 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-11137.606140007716 1926.1089648482089 79912.012957548519 50655.337188808793 3950.3627752166062 80330.421898153756 17671.654997091999 167574.98903350654 82440.462618950085 -29093.945455233072 155684.62891879302 77782.997029862003 -13842.291451586578 379081.30470265355 39564.727901504251 -96082.343907889706 24527.121606402328 -108682.65560833503 49381.23421318789 -16777.208339475528 -17762.917516663885 -7313.1758302652197 -23168.496971339075 0.094394778858557293 44777.215852647903 852.97141333493528 -7787.6524081482657 69483.839153186491 7075.531070390929 26751.198354727458 -277515.27146201598
leaf_weight=98362 2412153 2007 1663 71393 678 2713 1726 1649 698 436 985 5357 464 855 2421 11927 2267 6595 101138 38327 597777 69510 405105 20347 115934 23573 24407 25556 27484 297
leaf_count=98362 2412153 2007 1663 71393 678 2713 1726 1649 698 436 985 5357 464 855 2421 11927 2267 6595 101138 38327 597777 69510 405105 20347 115934 23573 24407 25556 27484 297
internal_value=0 -9316.96 235.346 10116.6 32525.6 72284.2 13926.7 35070.8 110943 114044 169967 8819.75 270858 -36500.6 -60679.9 3.64196 290.413 -9013.95 -12420.1 356.108 -2392.04 1529.02 -3393.07 10004.6 7233.03 11648.8 24038.5 33725.6 46850.6 1891.71
internal_weight=0 100369 3.97344e+06 91038 19645 6261 13384 9430 2424 3548 1885 7006 900 3954 3276 3.8824e+06 3.76274e+06 119660 113065 3.76047e+06 1.34802e+06 750243 474615 275628 255281 216954 101020 77447 51891 2.41245e+06
internal_count=4073804 100369 3973435 91038 19645 6261 13384 9430 2424 3548 1885 7006 900 3954 3276 3882397 3762737 119660 113065 3760470 1348020 750243 474615 275628 255281 216954 101020 77447 51891 2412450
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=0 1 0 6 0 1 6 0 0 6 1 0 1 0 1 1 0 1 0 1 2 0 1 1 0 0 0 0 0 2
split_gain=8.01679e+14 2.58901e+15 2.52508e+15 2.83575e+15 2.2762e+15 2.38873e+15 2.21266e+15 2.19727e+15 2.01334e+15 1.97971e+15 1.90772e+15 1.7922e+15 2.24625e+15 3.82242e+15 1.76417e+15 5.47634e+15 6.36259e+15 5.44419e+15 4.93621e+15 5.83637e+15 4.60684e+15 4.17239e+15 5.79193e+15 9.98877e+15 5.35794e+15 1.75959e+16 4.63121e+15 3.81517e+15 3.54469e+15 3.13149e+15
threshold=45.073441650000007 39.023883200000007 46.323575350000006 67.00500000000001 44.046956350000009 39.735861600000007 99.050000000000011 43.6005307 47.267650700000011 40.490000000000002 39.723160900000003 51.567244500000008 36.865631950000008 50.556058150000005 37.488790500000007 37.682335600000009 55.866549750000011 30.452677500000004 55.622114900000007 37.131181300000009 75.000000000000014 55.622114900000007 37.586700500000006 37.631035900000008 55.759969450000007 55.753967500000009 55.806294650000005 59.699368850000006 55.685785750000008 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 7 -6 10 -4 -1 -3 12 -10 -14 17 16 21 -13 -19 27 -21 -16 26 24 25 -24 -23 -20 -25 -17
right_child=2 4 8 -5 6 -7 -8 -9 11 -11 -12 14 13 -15 15 29 -18 18 19 20 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-4142.9706153198777 -8311.5106816621446 41205.201125932421 13007.347251496301 -51305.802171246447 -8722.8095677714064 578.29630983417098 -81515.948693712824 11766.324413016788 15080.5168141295 18124.787787856705 136844.34946588436 3684.782076812955 -7346.1228369821902 -51735.8499529295 7435.2109243200075 -19639.870928861972 -18128.516101391178 -37821.468515095308 -51385.093223580261 -13851.968255136084 26815.161488305086 96501.843362246524 2345.5838758040368 -15848.379639514134 31551.865889926798 -250973.83743809222 18558.451453101643 -11054.77124350293 98672.047970043175 617.73124295224068
leaf_weight=54151 112057 5958 115171 17774 144513 88893 4300 14069 24556 151979 3209 352058 76578 25980 55035 78879 37236 70580 34719 50722 61790 25128 11014 3340 11023 3651 10943 72303 14167 2342028
leaf_count=54151 112057 5958 115171 17774 144513 88893 4300 14069 24556 151979 3209 352058 76578 25980 55035 78879 37236 70580 34719 50722 61790 25128 11014 3340 11023 3651 10943 72303 14167 2342028
internal_value=0 3898.21 -504.818 -14197.5 -2718.98 8040.57 -10826.2 36588.7 6.47937 12275 74684.6 -438.923 -12086.3 -18590.9 18.7937 1181.12 18447.5 -4673.52 -14816.5 -7420.37 8481.84 28588.5 43275.3 18573.4 -21125.6 -60720.8 72855.9 -24138.3 76823.7 -42.3104
internal_weight=0 467072 3.60673e+06 129831 260942 112129 148813 23236 3.4769e+06 206130 9167 3.36173e+06 127114 102558 3.23462e+06 2.59244e+06 171537 642172 290114 219534 112512 134301 79266 43195 25688 14665 36071 107022 17507 2.42091e+06
internal_count=4073804 467072 3606732 129831 260942 112129 148813 23236 3476901 206130 9167 3361730 127114 102558 3234616 2592444 171537 642172 290114 219534 112512 134301 79266 43195 25688 14665 36071 107022 17507 2420907
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=6 5 1 2 3 5 6 4 0 0 6 1 7 5 0 4 6 0 2 1 1 2 1 6 1 1 0 1 0 6
split_gain=7.81205e+14 2.71675e+15 1.08616e+15 9.07049e+14 8.02136e+14 8.03641e+14 3.02829e+15 2.3782e+15 2.04066e+15 4.04203e+15 2.76419e+15 2.18164e+15 2.15708e+15 2.09673e+15 1.96463e+15 2.55759e+15 1.89967e+15 1.93875e+15 1.76718e+15 1.68232e+15 1.60432e+15 1.4874e+15 1.48433e+15 1.9173e+15 1.59489e+15 1.36977e+15 3.34161e+15 2.4085e+15 1.67237e+15 1.5675e+15
threshold=22.940000000000005 1.5000000000000002 37.924401400000008 75.000000000000014 26.500000000000004 2.5000000000000004 57.995000000000012 9.5000000000000018 56.067362750000008 56.148747500000006 128.05000000000004 39.843340650000009 6.0000000000000009 3.5000000000000004 59.838047850000002 11.500000000000002 80.030000000000015 59.825842200000004 2421.5000000000005 91.443676550000006 65.574968200000015 9236.5000000000018 30.452677500000004 168.45000000000002 39.069277450000008 47.256487700000001 56.685611200000004 43.932356550000009 57.60122925000001 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 22 19 -10 11 12 13 16 -14 -16 -11 -18 -12 -7 -20 -21 23 -8 -24 27 -27 28 -13 -29
right_child=4 2 -4 -5 -6 8 7 -9 9 10 18 25 14 -15 15 -17 17 -19 20 21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=-67370.648548361147 -636.53305536624396 175155.54428863962 39441.864826096658 -16715.119732435734 34346.373963022059 -592.23389621411604 45612.471526341389 3845.8178237355833 -65417.241797312141 -32599.509891546495 -181745.01506797585 -24574.554753051183 -56984.048800883051 -69513.913850631638 78255.348033302042 -2031.5995195146072 -59898.328772085479 20821.859767202561 63891.801944169478 39267.213114335842 -109662.68850463652 -8281.7390689104486 -1154.9053468110408 -568307.07377450983 23373.081642507976 -54431.809237542067 -224.92520010810537 41150.694832452602 33528.478935493549 157829.34145855252
leaf_weight=3936 2479499 702 3687 34688 6845 666035 20069 440135 12451 47900 331 13163 4444 10804 5085 18058 3706 15095 8785 20061 567 9789 41207 51 74327 12821 100642 9671 7943 1307
leaf_count=3936 2479499 702 3687 34688 6845 666035 20069 440135 12451 47900 331 13163 4444 10804 5085 18058 3706 15095 8785 20061 567 9789 41207 51 74327 12821 100642 9671 7943 1307
internal_value=0 -13405.3 61148.6 -21877.2 143.05 84.8676 880.595 7413.75 -2424.97 -9756.05 -7093.82 -9119.22 -20098.7 -28646.2 3915.06 15609.1 -22026.6 4910.52 45332.3 448.668 53369.4 23674 18990 44056.3 14624.8 -1191.46 -6350.15 17051.9 -2708.15 55042
internal_weight=0 43013 4389 38624 4.03079e+06 4.02395e+06 3.05529e+06 575789 968658 272773 260322 250639 105092 77505 27587 23143 66701 18801 9683 695885 9352 29850 135654 20120 115534 145547 113463 32084 21106 10978
internal_count=4073804 43013 4389 38624 4030791 4023946 3055288 575789 968658 272773 260322 250639 105092 77505 27587 23143 66701 18801 9683 695885 9352 29850 135654 20120 115534 145547 113463 32084 21106 10978
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 1 2 1 2 2 2 6 0 2 0 0 1 6 0 0 0 6 4 0 1 4 1 1 6 0
split_gain=7.56298e+14 7.90744e+14 1.40659e+15 9.14575e+14 7.46655e+14 2.57457e+15 1.58658e+15 1.37497e+15 1.07924e+15 8.42805e+14 4.16774e+15 3.19561e+15 2.61473e+15 5.17551e+15 3.90037e+15 3.66606e+15 2.60299e+15 2.89275e+15 2.44286e+15 3.73497e+15 2.01385e+15 1.98796e+15 1.74226e+15 1.66889e+15 1.66295e+15 1.62625e+15 1.65738e+15 3.30825e+15 1.83314e+15 1.655e+15
threshold=113.48479755000001 9236.5000000000018 52.02416370000001 50.556058150000005 61.78914120000001 54.62357655000001 8009.5000000000009 42.186961750000002 14624.000000000002 4829.0000000000009 5325.0000000000009 88.00500000000001 56.986919400000012 5719.5000000000009 56.802121050000004 56.858606850000008 60.636764050000004 66.50500000000001 55.071632200000003 55.030407050000001 58.08467765000001 91.02500000000002 13.500000000000002 60.753246850000004 60.571186450000006 19.500000000000004 36.865631950000008 41.966773150000002 142.05000000000004 54.932051950000009
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 9 6 7 -6 -7 23 11 -11 14 20 18 16 17 -16 19 25 -14 -15 -20 -1 -19 26 28 -28 29 -12
right_child=1 2 -4 -5 5 8 -8 -9 -10 10 12 -13 13 21 15 -17 -18 24 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=822.26161734988875 76039.615890225163 -43085.801928003268 21730.616527724684 -105011.54200947746 85923.62995297453 -77038.035256680741 -34124.324852572718 4181.1466344658284 117775.62426963319 -13642.858790408192 8802.5043571382685 -78483.957674937861 20944.208458939764 -37821.879319508196 32611.6168534475 -973.97227698807865 15.606177075502856 19356.099927375875 -5813.2861123535949 17861.591152926321 -40921.247377774234 -173207.46285179045 -31000.607192034644 32288.524428079796 109107.80418721936 26527.532943692753 -45109.907031858042 -2310.4304482060375 161180.06842739193 113409.54123224861
leaf_weight=2656244 3274 4086 18539 305 3008 6685 6486 6514 297 161939 62410 7975 29976 41069 28779 45298 13912 2612 93283 118497 6382 1114 38922 16963 9847 20516 18578 647917 827 1550
leaf_count=2656244 3274 4086 18539 305 3008 6685 6486 6514 297 161939 62410 7975 29976 41069 28779 45298 13912 2612 93283 118497 6382 1114 38922 16963 9847 20516 18578 647917 827 1550
internal_value=0 16934.1 10025 60610.6 -109.631 -18079.9 4020.73 30003.6 -68751.1 -6.97819 -2042.26 -16686.2 63.7317 -17565.3 1319.1 20105.6 37419.6 50038.1 -563.268 1360.7 10084.8 -41397.2 -13228.6 1021.93 90291.6 -1240.14 -2019.16 -3503.43 13250.3 11337.5
internal_weight=0 26204 22625 3579 4.0476e+06 22990 16008 9522 6982 4.02461e+06 1.3514e+06 169914 1.18149e+06 78541 1.10295e+06 100448 55150 41238 1.0025e+06 870295 36358 42183 132205 2.67321e+06 12459 751798 731282 666495 64787 63960
internal_count=4073804 26204 22625 3579 4047600 22990 16008 9522 6982 4024610 1351403 169914 1181489 78541 1102948 100448 55150 41238 1002500 870295 36358 42183 132205 2673207 12459 751798 731282 666495 64787 63960
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=4 6 0 4 6 3 1 2 2 1 0 0 1 6 1 3 7 0 0 0 0 1 1 2 0 1 2 0 0 1
split_gain=7.02067e+14 1.5191e+15 8.4271e+14 7.11751e+14 2.53479e+15 2.48166e+15 1.99809e+15 4.26842e+15 3.54323e+15 4.79815e+15 3.50486e+15 3.82319e+15 4.50898e+15 3.58584e+15 3.29189e+15 2.81681e+15 2.75277e+15 2.66099e+15 4.64483e+15 2.64212e+15 8.44252e+15 1.47998e+16 5.73174e+15 2.39566e+15 3.58284e+15 3.32e+15 2.35949e+15 2.30872e+15 2.13472e+15 2.66872e+15
threshold=1.5000000000000002 94.02500000000002 48.179569850000007 11.500000000000002 104.01000000000001 11.500000000000002 37.768783500000005 75.000000000000014 3338.0000000000005 37.442254400000003 55.579943700000008 55.866549750000011 37.586700500000006 83.820000000000007 37.858952300000006 12.500000000000002 6.0000000000000009 55.710673100000008 55.685785750000008 56.288960650000007 56.309668500000008 43.80299105000001 38.166910000000009 75.000000000000014 56.228352100000002 37.46219940000001 5719.5000000000009 55.82518790000001 60.05226170000001 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 14 9 28 -11 12 15 -14 -8 -12 -16 18 -9 27 21 22 -21 25 -25 -13 -10 -19 29 -5
right_child=3 -3 -4 4 -6 -7 7 17 26 10 11 23 13 -15 16 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9555.3838509048583 1135.2657490639626 -151833.30835510034 -33923.922855541074 3728.180657336894 22994.924251412172 -263280.34834809642 -18668.899271744063 -1624.5196324310375 54822.666737811363 -8930.5733456258949 38258.666112887862 388396.25045555877 9545.2734077297937 117495.79386734916 -59664.931679554473 95330.165740944038 -186719.3626489352 -8428.0425818515414 57916.607776367251 -2209.6555727005007 -6404.7968747498298 47981.882235147452 747741.63207421871 32532.639118388506 -97819.241659377367 -30249.444536703508 3229.508721653152 -34531.347940899534 -50065.214567517738 -15369.181131123636
leaf_weight=8517 2565105 827 9353 142308 40598 355 11836 563185 20630 58378 25565 191 64203 3232 4992 13069 2590 64376 13414 128 163345 2333 500 20226 2354 23024 15542 71532 11472 150624
leaf_count=8517 2565105 827 9353 142308 40598 355 11836 563185 20630 58378 25565 191 64203 3232 4992 13069 2590 64376 13414 128 163345 2333 500 20226 2354 23024 15542 71532 11472 150624
internal_value=0 -19333.2 -13201.3 89.1403 -1649.48 1098.68 -2339.94 -5247.81 2402 275.682 11894.1 19899.3 30324.9 14719.1 -51623 57564.7 -103067 -4223.12 -239.355 -11823.8 -3371.27 163975 594885 -4248.08 18943.3 -26805.1 32654.7 -22166.9 -7748.8 -6091.58
internal_weight=0 18697 17870 4.05511e+06 1.48965e+06 2.56546e+06 1.44905e+06 898231 550818 514646 210242 151864 106069 67435 19418 38634 7582 878813 576599 302214 166306 2961 628 45795 22580 23215 36172 135908 304404 292932
internal_count=4073804 18697 17870 4055107 1489647 2565460 1449049 898231 550818 514646 210242 151864 106069 67435 19418 38634 7582 878813 576599 302214 166306 2961 628 45795 22580 23215 36172 135908 304404 292932
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=3 2 6 0 4 7 4 0 1 1 1 0 1 4 1 1 4 2 1 1 2 6 1 0 1 0 0 6 0 0
split_gain=6.9848e+14 2.00234e+15 1.64187e+15 1.19926e+15 1.09345e+15 1.00775e+15 2.54441e+15 2.50872e+15 2.25802e+15 1.96093e+15 2.22779e+15 3.84549e+15 1.8277e+15 1.78564e+15 2.35765e+15 4.30855e+15 1.99571e+15 2.91523e+15 2.71492e+15 2.71973e+15 3.18982e+15 1.98718e+15 1.76441e+15 2.98871e+15 2.60873e+15 2.10185e+15 2.07053e+15 1.82595e+15 1.75369e+15 2.11464e+15
threshold=1.5000000000000002 75.000000000000014 87.395000000000024 47.319699650000011 2.5000000000000004 6.0000000000000009 15.500000000000002 59.856552950000008 37.631035900000008 30.425503950000003 30.389265100000003 59.950512650000007 30.410676000000006 9.5000000000000018 37.897576350000001 37.978059650000013 10.500000000000002 4829.0000000000009 83.015546400000019 82.956351500000011 5444.0000000000009 125.02000000000002 38.97264950000001 45.047736150000013 39.689978950000004 55.050541250000002 55.743464250000009 125.02000000000002 59.933037250000005 59.848366150000011
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 8 -7 10 -9 12 -12 -2 21 -16 17 -17 19 20 -19 -15 23 -18 -24 -26 27 -27 29 -8
right_child=5 2 -4 -5 -6 6 28 9 -10 -11 11 -13 -14 14 15 16 22 18 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-267721.45351371111 -799.81525975056195 9590.627252881719 -32955.86849827307 -3604.1554211531929 -34769.787208781396 -15059.53879854974 -6450.5109253576256 26696.531020048933 3737.7987536796181 -17132.199165945876 322676.97247980937 -2080.0606984829587 104819.49409459505 10983.647263998631 -42955.399757572392 21749.626145770922 54637.145334194 -11319.805432178671 33411.571060043156 -16508.954336558563 31922.996075606021 96120.082201331694 -15179.370254518706 2657.5857596178917 11276.812706986657 -24810.86414836246 -480.82833716433225 -150360.34295037383 -23965.839576232422 23947.310729855697
leaf_weight=204 1399454 84098 16891 380720 16421 76639 469401 39447 384607 9559 859 1431 698 324164 21119 115143 14353 33391 22581 78644 34875 2765 130188 48237 130421 27678 130649 1209 53900 24058
leaf_count=204 1399454 84098 16891 380720 16421 76639 469401 39447 384607 9559 859 1431 698 324164 21119 115143 14353 33391 22581 78644 34875 2765 130188 48237 130421 27678 130649 1209 53900 24058
internal_value=0 -3507.38 -2329.79 -1216.87 -37628.3 488.845 -2096.34 2961.84 614.5 23785.4 33002.6 116254 225012 1579.1 4563.79 1603.39 2829.71 9471.07 1129.68 -3832.25 10771.6 11703.7 -1086.22 14577.4 -3419.67 1860.32 -5837.68 -30065.5 -6839.22 -4968.5
internal_weight=0 498334 481709 464818 16625 3.57547e+06 1.0606e+06 513240 461246 51994 42435 2988 1557 2.51487e+06 1.11542e+06 788488 767369 284634 169491 146910 68266 326929 482735 62590 420145 289957 159536 28887 547359 493459
internal_count=4073804 498334 481709 464818 16625 3575470 1060599 513240 461246 51994 42435 2988 1557 2514871 1115417 788488 767369 284634 169491 146910 68266 326929 482735 62590 420145 289957 159536 28887 547359 493459
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=5 6 6 6 1 4 0 2 6 1 6 1 6 5 5 6 4 6 0 0 6 0 0 0 1 1 6 0 0 1
split_gain=6.91824e+14 1.91452e+15 1.56439e+15 1.41094e+15 1.5584e+15 1.1059e+15 1.03946e+15 9.07799e+14 8.94784e+14 8.01593e+14 6.86809e+14 9.65723e+14 1.01158e+15 1.16535e+15 7.16978e+14 2.38086e+15 2.01596e+15 1.80816e+15 1.39608e+15 2.94265e+15 2.50102e+15 1.76049e+15 2.54666e+15 2.29269e+15 2.05195e+15 1.6585e+15 1.56495e+15 1.40523e+15 1.69175e+15 1.48272e+15
threshold=4.5000000000000009 247.90000000000001 156.15000000000003 189.00000000000003 60.516422150000004 16.500000000000004 55.014086100000007 75.000000000000014 95.045000000000016 83.050033500000012 30.025000000000002 37.843405600000004 15.450000000000001 1.5000000000000002 2.5000000000000004 57.995000000000012 9.5000000000000018 142.05000000000004 56.067362750000008 56.148747500000006 128.05000000000004 56.342669500000007 56.685611200000004 56.288960650000007 37.978059650000013 30.303340300000002 79.710000000000022 59.91832440000001 59.990753350000013 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 3 7 10 5 -5 -3 -2 -9 -6 11 12 13 -1 15 -12 -17 -18 -16 -20 21 23 -23 -21 -25 27 -26 -24 -29 -30
right_child=2 6 -4 4 9 -7 -8 8 -10 -11 14 -13 -14 -15 18 16 17 -19 19 20 -22 22 25 24 26 -27 -28 28 29 -31
leaf_value=-32596.579068524643 101098.31599139134 -25629.457316715452 24686.495402204782 -32140.552836211744 268168.11875901441 223371.10912109376 -165353.63272055311 2151.1061557589696 -69804.808224596592 -13864.970478125002 -258.898972513807 -2547.9778250300051 -24717.670362213426 167080.51527941003 394.50444916656062 17636.479925135103 3535.0345424178413 344047.85462505638 -56108.731018401559 -11780.185964220918 53537.642412703834 -50585.763314671967 -53721.042152084738 -58027.208018706522 41112.534357809483 -3806.2055043816745 127523.46085557004 33063.368724599561 16408.701939810631 -61102.42721567722
leaf_weight=569 406 1077 4804 876 520 210 1053 2309 6870 125 2327279 166232 31582 601 685886 134577 441245 156 12197 12436 6904 14629 13145 1534 7275 179692 2944 5897 3828 6946
leaf_count=569 406 1077 4804 876 520 210 1053 2309 6870 125 2327279 166232 31582 601 685886 134577 441245 156 12197 12436 6904 14629 13145 1534 7275 179692 2944 5897 3828 6946
internal_value=0 77.5856 -21888.4 127.344 90391.2 17267.8 -94704.4 -45231.7 -51704.1 213511 88.8178 -5640.26 -21335 69972.6 384.416 1165.73 6922.06 3655.38 -1995.04 -8123.64 -5830.52 -7481.08 -10247.1 18149.2 49817.8 -7430.45 66006.7 -29272.7 -9995.22 -33562.7
internal_weight=0 4.05942e+06 14389 4.05728e+06 1731 1086 2130 9585 9179 645 4.05555e+06 198984 32752 1170 3.85657e+06 2.90326e+06 575978 441401 953313 267427 255230 248326 224137 24189 11753 209508 10219 29816 16671 10774
internal_count=4073804 4059415 14389 4057285 1731 1086 2130 9585 9179 645 4055554 198984 32752 1170 3856570 2903257 575978 441401 953313 267427 255230 248326 224137 24189 11753 209508 10219 29816 16671 10774
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 2 2 2 1 0 0 0 0 0 1 6 1 2 1 6 0 0 0 1 7 0 6 0 2 1
split_gain=6.29879e+14 3.45891e+15 3.88689e+15 4.36991e+15 4.00175e+15 2.97282e+15 2.85593e+15 2.68868e+15 2.67308e+15 3.96606e+15 1.76817e+16 5.2001e+15 3.73535e+15 3.02288e+15 2.88122e+15 2.76246e+15 2.64968e+15 2.21829e+15 4.73728e+15 3.86932e+15 3.91165e+15 3.50713e+15 4.78913e+15 2.87807e+15 2.27979e+15 2.17221e+15 1.90897e+15 1.8771e+15 2.91024e+15 1.82974e+15
threshold=37.488790500000007 37.682335600000009 55.866549750000011 55.539595350000006 18.500000000000004 75.000000000000014 75.000000000000014 5873.0000000000009 37.586700500000006 55.759969450000007 55.749683450000006 55.685785750000008 55.783232450000007 55.806294650000005 37.631035900000008 48.945000000000007 37.318079750000003 75.000000000000014 37.858952300000006 89.00500000000001 55.622114900000007 55.685785750000008 55.81943720000001 37.702956500000006 6.0000000000000009 55.579943700000008 64.015000000000015 56.342669500000007 75.000000000000014 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 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 5 8 -2 16 -7 13 10 11 -10 -11 29 15 -12 -1 18 19 20 -3 -22 23 -23 -20 -6 -14 28 -4 -5
right_child=1 17 27 4 25 7 -8 -9 9 12 14 -13 26 -15 -16 -17 -18 -19 24 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-64170.091343000415 -72785.459887556528 61723.202893037189 -27728.923591348212 938.45475479094387 10837.164318342009 14594.612533624539 -347.6742187929753 -87430.413157224175 -16986.727056361749 177638.88963803402 -130320.74020231832 89904.499561936653 1270.6718611990793 -20603.411191261152 146874.990182977 -279889.20577718329 -12853.800852281795 237.88712457905004 -52166.022916172777 110419.44174572272 -61758.673510427507 94630.657690468986 -75305.033460267412 -604.20946983463114 -165647.81607954117 74954.145534623603 96161.621424369456 -77714.323976041007 34899.77381009674 69405.050502050581
leaf_weight=11641 5937 6339 21837 4830 6663 26757 618452 2859 12874 1841 2538 7040 8750 6420 247 2405 74179 3115526 5353 2634 15604 3495 8394 34474 2645 25529 2798 4161 11238 20344
leaf_count=11641 5937 6339 21837 4830 6663 26757 618452 2859 12874 1841 2538 7040 8750 6420 247 2405 74179 3115526 5353 2634 15604 3495 8394 34474 2645 25529 2798 4161 11238 20344
internal_value=0 568.478 14254.6 21999.3 32497.3 -8201.36 -2719.84 4745.56 19091.7 1398.77 -22043.1 20801.5 45351.5 40648.1 -186437 -203093 -19814.6 -181.57 -16736.7 -8511.14 -13097.3 -20751.2 -6949.63 8162.04 -89695.3 61683.4 24262.1 -14413 -6449.37 56268.7
internal_weight=0 3.36953e+06 175068 137832 102279 35553 704272 29616 70087 38493 25104 19914 13389 31594 5190 4943 85820 3.19446e+06 78938 70940 68306 61967 46363 37969 7998 32192 11548 37236 33075 25174
internal_count=4073804 3369532 175068 137832 102279 35553 704272 29616 70087 38493 25104 19914 13389 31594 5190 4943 85820 3194464 78938 70940 68306 61967 46363 37969 7998 32192 11548 37236 33075 25174
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=3 1 1 2 1 0 1 4 2 0 0 0 6 6 1 0 4 5 0 1 1 0 0 1 0 0 1 6 2 0
split_gain=6.23315e+14 2.47371e+15 2.07257e+15 1.95503e+15 2.96795e+15 2.25495e+15 2.11325e+15 2.05274e+15 1.92122e+15 1.8994e+15 1.87815e+15 2.35437e+15 2.65982e+15 2.25931e+15 1.83553e+15 1.86297e+15 1.75358e+15 1.79476e+15 1.64811e+15 2.094e+15 1.82448e+15 1.7286e+15 1.858e+15 1.90559e+15 2.16535e+15 2.20771e+15 1.94197e+15 1.63229e+15 1.62586e+15 1.67147e+15
threshold=10.500000000000002 37.768783500000005 37.442254400000003 75.000000000000014 37.374856000000008 55.520061350000013 37.804148700000006 2.5000000000000004 75.000000000000014 55.568628050000008 55.876067900000002 55.685785750000008 128.05000000000004 73.995000000000019 37.401708450000008 55.812023600000011 15.500000000000002 3.5000000000000004 55.866549750000011 37.586700500000006 37.503969450000007 55.633951400000008 55.685785750000008 37.631035900000008 55.812023600000011 55.753967500000009 37.682335600000009 189.00000000000003 3338.0000000000005 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 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 28 4 -1 -6 7 -7 -3 -4 11 -9 13 14 -13 -16 17 27 19 20 -11 -21 -23 24 25 -24 -25 -5 29 -2
right_child=1 8 9 16 5 6 -8 10 -10 18 -12 12 -14 -15 15 -17 -18 -19 -20 21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-53210.244396610011 2087.4396553408928 -49440.316367278516 -3393.5483352242209 1650.0264477896471 -82092.548070545585 -306071.11654129717 -46824.326003656621 -13732.333480188365 -970.56741662395928 36902.625180093586 -40795.334551891676 -100744.18876241319 -437130.19781901047 53702.24955780126 18061.988011773876 -16212.297098459077 -5223.9317754755702 -12012.068408169946 7026.5941097612131 70331.593728648149 98868.585059234218 -33785.597015497129 15684.400940411373 123262.70818305659 64742.504443935715 -130825.45069691689 29275.262630738762 -92723.63946327701 36486.694826796316 -64815.270715898885
leaf_weight=14855 130880 8354 21690 2610773 3883 222 11336 62957 387657 9988 11484 1576 132 11404 55482 22206 527263 100842 21237 6475 9063 6465 2026 2894 2171 2089 9146 1834 13576 3844
leaf_count=14855 130880 8354 21690 2610773 3883 222 11336 62957 387657 9988 11484 1576 132 11404 55482 22206 527263 100842 21237 6475 9063 6465 2026 2894 2171 2089 9146 1834 13576 3844
internal_value=0 2871.69 10847.4 -532.807 -10243.3 -6710.7 -5055.1 -2193.46 -1993.05 22529.4 -1785.2 1128.44 11432.3 12085.3 6097.75 8265.18 53.1002 1078.51 30387.4 40247.1 66381.3 24323.1 12306.4 28566.6 -16061.4 -58692 51866.6 1583.78 3502.34 178.544
internal_weight=0 637555 241544 3.43625e+06 195537 180682 176799 165463 396011 93244 165241 153757 90800 90668 79264 77688 3.24071e+06 2.71345e+06 71554 50317 19051 31266 24791 18326 6286 4115 12040 2.61261e+06 148300 134724
internal_count=4073804 637555 241544 3436249 195537 180682 176799 165463 396011 93244 165241 153757 90800 90668 79264 77688 3240712 2713449 71554 50317 19051 31266 24791 18326 6286 4115 12040 2612607 148300 134724
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 0 1 0 0 2 1 0 0 1 6 1 1 0 4 1 4 6 6 1 6 1 1 1 1 1
split_gain=6.12442e+14 1.64431e+15 1.39092e+15 1.28142e+15 9.06331e+14 2.21397e+15 1.73208e+15 7.12055e+15 3.6825e+15 2.6079e+15 5.43129e+15 2.62668e+15 5.99846e+15 2.98407e+15 4.60563e+15 2.59417e+15 2.58237e+15 2.64271e+15 2.77429e+15 2.2778e+15 2.27306e+15 3.73239e+15 2.64808e+15 2.31979e+15 2.25365e+15 2.22327e+15 1.95218e+15 9.70866e+15 6.54541e+15 9.07294e+15
threshold=103.8879505 9236.5000000000018 52.516286950000008 51.768991500000006 82.970388650000018 56.067362750000008 82.825258850000026 54.980317700000008 55.046782850000007 4829.0000000000009 61.438154000000004 56.791379400000004 56.858606850000008 36.865631950000008 100.05000000000001 82.906746050000024 82.918694400000007 55.055052800000006 17.500000000000004 60.66055595000001 6.5000000000000009 138.05000000000004 74.015000000000015 82.941727000000014 99.050000000000011 60.571186450000006 49.030112300000006 49.195555600000006 44.628646350000004 43.862029600000007
decision_type=2 2 2 2 2 2 2 2 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 6 -6 9 -8 15 26 11 13 19 -11 -15 -9 17 18 -10 25 21 -17 -22 -24 -14 -13 28 -28 29 -1
right_child=1 3 -4 -5 5 -7 7 8 16 10 -12 12 24 14 -16 20 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-162.30996851615151 52360.837770160928 -67375.378927137339 -45103.504372065501 5098.5557823524077 -2704.9119601031634 -36170.332892543825 -8995.7976626068594 10982.738941883668 35392.319325007076 10153.589546788084 -35133.154843824479 8168.5208093104593 -5124.8473964991672 -11251.756907556291 -88443.49253552685 18434.091453201032 -9083.5157454296113 49684.931372520812 -60222.86586306907 -17860.430136988889 40498.983106446118 -262036.67324019858 128479.5470177079 46362.468444568774 -104413.20445632018 49041.763718039641 38643.836152225231 451.71067483085557 -25223.346670855306 39838.358920308907
leaf_weight=1943628 12038 2615 1667 36383 503288 20577 150734 36269 6451 66250 58929 19428 126930 244276 7982 14096 52422 19671 5730 8934 40327 491 7567 6308 2328 42247 79926 398007 99897 58408
leaf_count=1943628 12038 2615 1667 36383 503288 20577 150734 36269 6451 66250 58929 19428 126930 244276 7982 14096 52422 19671 5730 8934 40327 491 7567 6308 2328 42247 79926 398007 99897 58408
internal_value=0 10709.9 40505.8 238.836 -140.371 -4019.41 440.685 7221.61 20132.9 -289.704 -6365.36 -3095.03 5891.07 -8733.89 -13694.3 32623.7 4561.49 27018.4 -9585.52 29330.5 44033.9 8993.42 53464.1 91146.6 -6913.08 36166.4 1069.86 6838.68 -241.838 1004.68
internal_weight=0 52703 13705 38998 4.0211e+06 523865 3.49724e+06 340066 189332 3.15717e+06 577304 518375 199867 318508 252258 105058 84274 31852 12181 70609 68789 14587 54202 13875 129258 61675 2.57987e+06 477933 2.10193e+06 2.00204e+06
internal_count=4073804 52703 13705 38998 4021101 523865 3497236 340066 189332 3157170 577304 518375 199867 318508 252258 105058 84274 31852 12181 70609 68789 14587 54202 13875 129258 61675 2579866 477933 2101933 2002036
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=0 1 4 4 0 1 0 1 6 6 0 1 1 0 0 7 0 2 0 1 1 1 4 1 0 6 1 1 1 4
split_gain=6.57934e+14 2.02677e+15 1.45469e+15 1.31406e+15 1.03585e+15 2.00182e+15 1.75148e+15 1.74943e+15 1.55139e+15 9.82551e+14 1.02776e+15 1.74186e+15 2.12242e+15 8.39083e+14 2.80899e+15 2.37405e+15 1.61628e+15 2.25654e+15 2.90074e+15 2.69105e+15 5.44887e+15 2.45484e+15 2.92342e+15 2.40075e+15 2.03206e+15 1.7772e+15 1.53478e+15 1.5608e+15 1.49462e+15 1.383e+15
threshold=44.601833250000006 38.066230450000006 12.500000000000002 17.500000000000004 45.00849250000001 37.442254400000003 45.053967500000006 39.069277450000008 65.00500000000001 46.010000000000012 45.029425500000009 38.977585500000011 38.948208550000011 54.707511300000007 54.73499850000001 6.0000000000000009 53.356310450000002 1696.0000000000002 53.175387700000009 39.873894000000007 92.948588300000011 39.178027400000005 17.500000000000004 50.213874250000011 45.085557650000005 67.00500000000001 38.999037500000007 38.927872750000006 36.865631950000008 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 -1 -3 5 -2 7 9 -7 -6 11 12 -11 16 15 -15 17 -8 19 21 -21 24 -23 29 26 -26 27 -19 -27 -20
right_child=4 3 -4 -5 6 8 13 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 23 20 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=52043.679138477877 11046.231873628858 2525.2088164775655 260814.64674058554 59935.411376162891 6970.8325828640845 -11301.722743836499 -106417.61511154805 -7100.7494456134955 -46243.755761987952 2125.2918260471647 17526.01492086452 23018.559035512681 119601.67526242566 58862.423066876807 127.80622376489902 4103.0738072253871 -13378.598609401892 -17497.62841199564 53939.25737874629 -31503.579961640029 10357.702154531149 16202.867721718911 -13686.872665907877 5261.0936008592807 -7925.0957551404927 -1798.5030666424773 -4946.6219617022816 27066.207371377306 -49979.385030898746 -10115.456667402495
leaf_weight=5342 33115 134204 356 4109 32852 64730 2033 32974 15810 2173 28567 11369 5262 15038 2866552 16720 130555 9880 20371 82918 49751 141768 42542 51460 126569 9348 74285 38426 20686 4039
leaf_count=5342 33115 134204 356 4109 32852 64730 2033 32974 15810 2173 28567 11369 5262 15038 2866552 16720 130555 9880 20371 82918 49751 141768 42542 51460 126569 9348 74285 38426 20686 4039
internal_value=0 6638.63 65087.3 4230.75 -243.279 -9650.95 36.9073 12290 -18160.8 20260.2 29476.4 47631.4 85267.3 -337.664 455.486 30032.6 -3194.62 -1222.18 -903.957 -3247.67 -15805.6 346.779 9303.79 17512.5 -5566.19 -13114.4 4076.23 17951.6 -34983.2 43340.4
internal_weight=0 144011 5698 138313 3.92979e+06 113655 3.81614e+06 113197 80540 80223 47371 18804 7435 3.70294e+06 2.89831e+06 31758 804631 674076 672043 596173 132669 463504 184310 75870 279194 156603 122591 48306 30034 24410
internal_count=4073804 144011 5698 138313 3929793 113655 3816138 113197 80540 80223 47371 18804 7435 3702941 2898310 31758 804631 674076 672043 596173 132669 463504 184310 75870 279194 156603 122591 48306 30034 24410
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 1 2 0 0 0 0 2 1 1 0 4 0 0 0 1 4 0 2 4 0 0 0 4 1 0
split_gain=5.97688e+14 3.8769e+15 3.549e+15 2.91363e+15 2.36479e+15 2.08551e+15 3.63414e+15 2.06647e+15 3.26922e+15 2.03263e+15 3.25408e+15 3.16295e+15 2.38508e+15 2.38119e+15 2.21811e+15 2.01974e+15 1.87227e+15 5.62333e+15 5.33803e+15 5.10121e+15 2.07668e+15 2.02487e+15 1.87178e+15 2.63117e+15 3.12313e+15 1.80038e+15 1.7054e+15 1.7545e+15 1.57027e+15 1.53915e+15
threshold=30.277905650000005 30.345769800000003 59.882709350000006 59.864072000000007 24.500000000000004 37.131181300000009 2632.5000000000005 59.963561900000009 60.028671700000011 59.950512650000007 59.898927250000007 3338.0000000000005 30.410676000000006 30.472130500000002 51.307150200000002 11.500000000000002 59.91832440000001 59.864072000000007 59.990753350000013 30.226173900000003 17.500000000000004 60.064438250000002 2810.0000000000005 5.5000000000000009 59.825842200000004 59.933037250000005 55.026775150000006 8.5000000000000018 30.624707450000006 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 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 7 6 -3 -4 -9 10 14 12 15 -13 -8 -11 17 26 20 -20 -18 -21 23 -16 -25 -6 27 -1 -12 -29
right_child=1 5 4 -5 25 -7 9 8 -10 11 28 13 -14 -15 22 -17 18 -19 19 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=43022.440588354453 46764.047108437961 -35539.347365762565 1385.144077616249 181572.15461770914 -227534.35645376935 399.5385729451886 17249.649680370461 57397.391874528272 -22129.196381564696 -52638.165011034609 32140.237970135531 45334.991560271126 -54713.726060970723 -10678.228122235807 33636.576547234916 5182.0479035993594 68845.133277030254 -98782.812662827841 26056.574155031849 -32022.292605055882 -23929.378939000675 -155512.42580352456 -42214.663481644093 -62365.7419115913 -1556.2616686797655 -28702.737207411396 -21204.706826707727 -28455.983942856565 -78271.875646961082 27886.228973119585
leaf_weight=10473 16836 42481 36554 1772 485 3559983 30451 20778 6881 8584 37414 11335 23704 22968 13086 20396 14636 7536 21819 27563 2889 1395 18648 11442 32255 7462 41996 12868 1334 7780
leaf_count=10473 16836 42481 36554 1772 485 3559983 30451 20778 6881 8584 37414 11335 23704 22968 13086 20396 14636 7536 21819 27563 2889 1395 18648 11442 32255 7462 41996 12868 1334 7780
internal_value=0 235.968 20662.5 59601.5 10621.3 -247.61 -8652.77 16989.8 37612.8 -3721.49 3543.61 -15800.9 -31187.6 7830.64 -5530.38 -11944.5 -6217.58 -16534.8 5965.32 -10458.3 53551.2 -37971.2 -14726.5 -5699.2 -17479.1 -40837.3 -8057.71 9683.41 28339 -7226.69
internal_weight=0 3.92485e+06 90768 18608 72160 3.83408e+06 274098 64213 27659 231617 144630 86987 52684 34303 105882 28980 148955 80653 68302 50777 17525 28958 75431 56783 43697 7947 73117 31121 38748 20648
internal_count=4073804 3924849 90768 18608 72160 3834081 274098 64213 27659 231617 144630 86987 52684 34303 105882 28980 148955 80653 68302 50777 17525 28958 75431 56783 43697 7947 73117 31121 38748 20648
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=6 5 4 2 5 6 4 0 0 6 5 1 0 7 4 6 2 1 2 3 1 1 0 0 1 0 1 1 0 0
split_gain=5.7558e+14 2.06147e+15 9.56867e+14 5.95123e+14 5.82815e+14 1.8704e+15 1.56379e+15 1.40704e+15 2.38178e+15 1.69178e+15 1.56267e+15 1.34589e+15 1.58239e+15 1.4079e+15 1.7412e+15 1.29084e+15 1.28021e+15 1.26693e+15 1.21689e+15 1.13708e+15 1.12359e+15 1.09041e+15 1.03271e+15 1.43419e+15 1.70548e+15 1.00932e+15 1.99767e+15 2.47402e+15 1.00325e+15 1.18732e+15
threshold=22.940000000000005 1.5000000000000002 9.5000000000000018 75.000000000000014 2.5000000000000004 56.805000000000007 9.5000000000000018 56.067362750000008 56.148747500000006 130.05000000000004 4.5000000000000009 39.843340650000009 59.699368850000006 6.0000000000000009 11.500000000000002 88.00500000000001 2421.5000000000005 91.443676550000006 9236.5000000000018 9.5000000000000018 83.971434050000013 65.574968200000015 59.905532300000012 59.933037250000005 30.389265100000003 56.309668500000008 38.166910000000009 38.247071200000008 55.972700350000004 55.988910100000005
decision_type=2 2 2 2 2 2 2 2 2 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 19 17 15 10 11 12 25 -14 22 -9 -11 20 -19 -7 28 -18 -15 24 -24 26 -10 -28 -6 -30
right_child=4 2 -4 -5 7 6 -8 8 9 16 -12 -13 13 14 -16 -17 21 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-55736.323264819723 -446.38057855561703 28582.930051208852 141155.74492152227 -14705.082297318098 454.39000602293231 14958.31135943936 2880.8207175583102 -35371.833026183209 -25262.447583722838 -163919.61994620902 -85359.779726887398 -527.55481140865993 -17846.098569520229 4167.2915606068364 -4352.8474060192048 -117914.34808028593 53575.616431075083 34630.965746242604 -8377.3625784429805 -222460.47277227725 -27531.465033447472 -101050.98649660221 139876.61811129752 51541.12013718571 521229.52930555562 -48137.609740294574 380852.97809407278 -87875.685196715305 -103426.73247355547 -6992.8479903796633
leaf_weight=3936 2440446 3420 969 34688 646630 148722 471233 10120 1861 305 2555 145144 58369 2298 19237 2331 7900 20061 9789 202 15064 484 893 2754 135 18289 298 181 2020 3470
leaf_count=3936 2440446 3420 969 34688 646630 148722 471233 10120 1861 305 2555 145144 58369 2298 19237 2331 7900 20061 9789 202 15064 484 893 2754 135 18289 298 181 2020 3470
internal_value=0 -11506.6 53436.7 -18886.4 122.788 799.798 5703.77 -2012.94 -8096.37 -6055.68 -7551.47 -6754.55 -15418.8 -9303.8 10390.7 -50824.9 37328 371.039 20526.8 14636.3 -530.737 44649.2 57038.9 89164.5 189957 -40225.6 21613.4 203734 92.9814 -42474.9
internal_weight=0 43013 4389 38624 4.03079e+06 3.0606e+06 620157 970188 273154 260703 252014 249459 104315 83686 25317 12451 8689 697034 29850 148924 667184 8384 6080 3782 1028 20629 2340 479 652120 5490
internal_count=4073804 43013 4389 38624 4030791 3060603 620157 970188 273154 260703 252014 249459 104315 83686 25317 12451 8689 697034 29850 148924 667184 8384 6080 3782 1028 20629 2340 479 652120 5490
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=7 4 6 0 0 1 1 1 4 1 1 6 3 0 1 4 1 6 0 0 1 1 1 4 0 0 2 1 1 0
split_gain=5.395e+14 2.12405e+15 1.88263e+15 1.86898e+15 2.11649e+15 2.68652e+15 2.13654e+15 1.53798e+15 1.53252e+15 2.57116e+15 1.97803e+15 1.55557e+15 1.43383e+15 1.38222e+15 1.54349e+15 1.30451e+15 1.19294e+15 1.15963e+15 1.15741e+15 1.49182e+15 4.45319e+15 2.1215e+15 1.12664e+15 1.12384e+15 1.1447e+15 1.75988e+15 3.31701e+15 2.50152e+15 2.57669e+15 4.45164e+15
threshold=6.0000000000000009 15.500000000000002 39.355000000000011 59.905532300000012 59.933037250000005 30.389265100000003 30.410676000000006 37.780517050000007 9.5000000000000018 63.728898350000001 39.873894000000007 70.50500000000001 14.500000000000002 63.565651350000003 59.999510900000011 9.5000000000000018 49.030112300000006 120.05000000000001 55.753967500000009 55.759969450000007 37.649344350000007 37.600779750000008 83.015546400000019 27.500000000000004 59.939085000000013 57.174562350000009 6082.0000000000009 30.303340300000002 30.345769800000003 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 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 7 5 15 -7 17 9 -9 -10 -11 18 23 -15 -5 -12 -4 -3 20 21 -20 -13 24 25 -1 27 -27 29 -29
right_child=1 12 3 4 -6 6 -8 8 10 11 16 22 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1113.5611370346539 -7868.2693009270197 -4742.9201278622704 -9927.053717396755 94321.393959540903 18279.227084302194 318395.79761849629 30000.425880686445 10371.033725358297 40485.227275046993 36892.389317811838 -22094.139064376097 152430.40900227407 1463.0137612918081 -6462.3014550606968 -81352.177374435298 -35613.57629559411 3146.5783007237528 123577.41722662392 76057.377717336029 -14714.364679278877 78553.855314750093 -287795.24662909575 43079.704081483345 43800.357536684722 9490.0873254240323 -26851.213244516719 -43151.029603156501 72658.255936027796 -2848.6189838052792 -36716.71140953595
leaf_weight=2517031 137790 217804 79360 2081 30429 776 384 57101 13430 9587 20384 2492 168065 7722 4276 1229 230027 656 192 170162 804 969 1515 6082 143112 39379 23849 11685 169971 5460
leaf_count=2517031 137790 217804 79360 2081 30429 776 384 57101 13430 9587 20384 2492 168065 7722 4276 1229 230027 656 192 170162 804 969 1515 6082 143112 39379 23849 11685 169971 5460
internal_value=0 -1840.24 2357.75 5492.78 27717.9 91970.7 222927 3621.76 6600.65 19676.2 3097.12 58761.9 -6258.26 719.641 -33152.5 46076.7 1091.93 -8832.54 -9586.22 -15714.8 -102348 -227623 111086 858.982 769.248 318.259 -7677.94 -3942.77 878.363 37826.7
internal_weight=0 1.14524e+06 587241 449451 34899 4470 1160 414552 334536 70695 263841 13594 557996 2.92857e+06 11998 3310 250411 80016 389931 172127 1965 1161 4007 2.91657e+06 2.91049e+06 2.76738e+06 250344 226495 187116 17145
internal_count=4073804 1145237 587241 449451 34899 4470 1160 414552 334536 70695 263841 13594 557996 2928567 11998 3310 250411 80016 389931 172127 1965 1161 4007 2916569 2910487 2767375 250344 226495 187116 17145
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 3 0 0 1 6 1 0 6 4 6 0 4 1 4 5 0 1 6 0 0 1 1 0 2 6
split_gain=5.30758e+14 1.74853e+15 1.71867e+15 1.50482e+15 7.84649e+14 8.49831e+14 6.42762e+14 3.0085e+15 3.67604e+15 2.40128e+15 2.12883e+15 6.00413e+15 3.15442e+15 2.37914e+15 3.44277e+15 2.01625e+15 1.86304e+15 1.80207e+15 1.73781e+15 1.64076e+15 1.59041e+15 1.58512e+15 1.44878e+15 1.43861e+15 1.32111e+15 1.62162e+15 2.02529e+15 2.03862e+15 1.99411e+15 2.13202e+15
threshold=44.046956350000009 39.735861600000007 43.6005307 39.723160900000003 11.500000000000002 13.500000000000002 54.973017600000006 55.007293000000011 82.956351500000011 189.00000000000003 82.991167100000027 55.046782850000007 74.615000000000009 6.5000000000000009 134.05000000000004 54.94428030000001 17.500000000000004 30.084656550000002 11.500000000000002 1.5000000000000002 59.764576050000009 82.886781200000016 75.010000000000005 59.838047850000002 54.707511300000007 39.763755750000009 39.689978950000004 45.085557650000005 3062.5000000000005 88.00500000000001
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 -1 15 8 -8 -10 11 12 21 14 -14 24 -17 20 -15 -20 22 -9 -13 -22 25 26 27 -2 29 -27
right_child=6 -3 -4 -5 -6 -7 7 10 9 -11 -12 17 13 18 -16 16 -18 -19 19 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=13877.54109727819 3981.2230694158716 400.19638802260164 9256.3141774953765 120109.03230143897 88059.64476029668 -570967.09800000011 3459.6341041037995 -19819.622942752583 45147.157866834925 378254.70650802756 -7562.4887713078469 -50022.75820373746 80497.504587785224 125740.97227607146 -175504.59867112938 -9708.6179990623605 -48392.140420871896 432.01267849594353 496466.79465361446 49820.16246670761 109046.27742753859 23286.050250883778 -196264.82460491822 -16610.526675562527 7326.8801199099898 -15279.745816135575 15731.01623351769 -7783.2717233746198 -2546.5257268988235 -79748.63506504707
leaf_weight=4026 339319 88893 14069 3209 1907 25 51399 9832 29635 218 315522 7468 1186 5325 943 111432 14016 2088921 83 9058 985 64464 745 12146 174932 109007 80892 260282 268482 5383
leaf_count=4026 339319 88893 14069 3209 1907 25 51399 9832 29635 218 315522 7468 1186 5325 943 111432 14016 2088921 83 9058 985 64464 745 12146 174932 109007 80892 260282 268482 5383
internal_value=0 6784.67 31209.5 64902 35167.3 10268.3 -192.029 730.836 19669.9 47579.7 119.381 1220.53 26386.1 65804 -32893.8 -1950.09 -14030.6 136.624 80329.6 53875.7 -28772.9 17581.6 -63288.4 -7184.59 -726.243 -2051.05 878.146 -1125.65 -7257.21 -18313.5
internal_weight=0 112129 23236 9167 5958 4051 3.96168e+06 2.59793e+06 81252 29853 2.51668e+06 2.20116e+06 90891 16595 2129 1.36374e+06 125448 2.11026e+06 14466 9141 21344 74296 8213 13131 1.2383e+06 1.06336e+06 680493 599601 382872 114390
internal_count=4073804 112129 23236 9167 5958 4051 3961675 2597930 81252 29853 2516678 2201156 90891 16595 2129 1363745 125448 2110265 14466 9141 21344 74296 8213 13131 1238297 1063365 680493 599601 382872 114390
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 2 2 6 0 1 1 0 0 1 0 1 6 1 6 1 1 1 1 1 6 4 0 0 6 0
split_gain=5.20271e+14 6.12019e+14 8.40301e+14 6.62379e+14 5.85386e+14 5.84595e+14 2.47444e+15 2.10576e+15 1.58696e+15 1.40158e+15 1.37958e+15 1.36582e+15 2.55589e+15 3.12166e+15 5.14225e+15 2.65683e+15 2.56668e+15 2.30731e+15 1.97927e+15 1.96236e+15 4.57937e+15 2.8412e+15 2.45442e+15 2.11306e+15 2.00736e+15 1.85168e+15 1.6217e+15 1.82913e+15 2.23758e+15 2.22188e+15
threshold=113.48479755000001 61.78914120000001 53.379556850000007 5.5000000000000009 52.02416370000001 4829.0000000000009 5325.0000000000009 88.00500000000001 63.565651350000003 59.999510900000011 92.948588300000011 54.973017600000006 55.007293000000011 82.981285100000022 55.050541250000002 82.956351500000011 67.91500000000002 33.882313700000005 189.00000000000003 60.66055595000001 60.571186450000006 82.825258850000026 61.29689960000001 82.886781200000016 75.010000000000005 17.500000000000004 56.791379400000004 56.850115550000005 72.020000000000024 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 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 -2 8 7 10 -1 -10 -7 25 15 14 16 -13 -14 -16 -17 20 -19 22 -21 24 -23 -8 -22 28 -28 -30
right_child=1 -3 -4 -5 -6 6 11 -9 9 -11 -12 12 13 -15 17 18 -18 19 -20 21 26 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=902.48093942487492 -25315.190063183294 43972.280319151374 -36795.579922111261 40604.617086532358 22007.015792582228 -11134.91720588823 -2981.2724822566715 -63233.464118294454 -6473.5556115268209 -87815.576848988421 148090.05981427428 5205.774501342501 16975.453035538412 -8919.3514829960441 -50163.023067000518 40754.722616885985 56004.685047877021 -4037.6219689969944 343870.73249928001 -9727.2251990323912 -9517.555248154933 52555.211477262506 -57388.347822100521 862.25803335460887 406466.13993340166 -30485.099965097412 32074.834432316915 13850.630750183569 33556.6215864142 128462.07847420723
leaf_weight=2677488 4870 5420 3724 6547 5643 161393 410607 7975 4835 3770 546 49710 70395 234295 9004 29603 22152 135999 217 26806 10754 467 18101 81083 244 26030 26522 29550 4342 5712
leaf_count=2677488 4870 5420 3724 6547 5643 161393 410607 7975 4835 3770 546 49710 70395 234295 9004 29603 22152 135999 217 26806 10754 467 18101 81083 244 26030 26522 29550 4342 5712
internal_value=0 14045.3 6240.97 15635.3 85.6667 -90.9285 -1778.95 -13068.5 764.686 -42110.9 -10598.1 -169.128 2405.61 409.024 5363.54 19362 26317.5 -199.602 42960.5 1125.18 6989.83 -8728.42 -28938.3 2367.36 174010 -4620.91 26497.2 32354.2 47303.3 87475.5
internal_weight=0 26204 20784 17060 10513 4.0476e+06 1.36151e+06 169914 2.68609e+06 8605 161939 1.19159e+06 754956 675426 441131 79530 92547 348584 29820 339580 212879 126701 44907 81794 711 436637 76880 66126 36576 10054
internal_count=4073804 26204 20784 17060 10513 4047600 1361507 169914 2686093 8605 161939 1191593 754956 675426 441131 79530 92547 348584 29820 339580 212879 126701 44907 81794 711 436637 76880 66126 36576 10054
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 1 0 0 1 0 4 1 1 0 1 3 7 0 2 1 4 1 1 0 6 0 4 0 5 0
split_gain=5.47985e+14 2.00785e+15 3.16011e+15 2.31962e+15 2.12338e+15 3.90798e+15 8.28092e+15 1.3575e+16 4.62113e+15 3.08857e+15 2.81212e+15 2.73601e+15 4.84401e+15 2.29895e+15 2.15867e+15 1.83159e+15 1.73633e+15 1.70092e+15 1.65606e+15 1.56482e+15 3.01177e+15 2.50828e+15 1.95113e+15 2.80979e+15 1.60145e+15 1.65347e+15 1.48119e+15 1.47779e+15 1.45163e+15 1.46204e+15
threshold=11.500000000000002 38.97264950000001 38.927872750000006 3338.0000000000005 55.801384500000005 37.873748150000004 56.288960650000007 56.309668500000008 38.166910000000009 55.737027400000009 18.500000000000004 37.631035900000008 37.600779750000008 55.768246800000007 37.740454950000007 11.500000000000002 6.0000000000000009 60.064438250000002 5719.5000000000009 37.618684050000006 25.500000000000004 37.517483500000004 37.631035900000008 55.753967500000009 66.010000000000005 55.743464250000009 16.500000000000004 45.029425500000009 3.5000000000000004 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 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 9 17 16 8 -8 -2 11 12 -11 26 -13 28 -7 -6 -5 21 22 24 23 -21 25 -12 -14 -4 29 -1
right_child=1 -3 27 18 5 6 7 -9 -10 10 19 14 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-445.2465427020403 1189.2639042413732 -5126.2399188435857 90553.215359901151 43771.449657519086 -2159.2388324592102 -52283.180758607152 -14042.125887819322 -19599.317617605087 662776.21165525413 19242.82403288284 259395.78428586409 105525.65636938962 -107066.7640975518 50742.244199087203 12852.71890394947 -224351.54937551401 -125001.70877935873 -54466.646493025662 2290.2467076284292 -2056.6260267284902 122151.05741727364 163589.24544419441 27938.813029902802 -240644.10158671229 133328.39847905494 18140.593774607747 -249207.60462451121 25147.616519895557 -11024.852580920762 4600.3071152806397
leaf_weight=1585211 259380 759712 3965 20850 324712 15257 126 1599 506 6281 298 3195 2038 631 11784 361 4184 6338 17876 1542 2702 2760 7196 726 1932 6082 1145 26830 98012 900573
leaf_count=1585211 259380 759712 3965 20850 324712 15257 126 1599 506 6281 298 3195 2038 631 11784 361 4184 6338 17876 1542 2702 2760 7196 726 1932 6082 1145 26830 98012 900573
internal_value=0 -1527.57 2217.9 836.983 -557.843 -5853.83 -46993.1 135480 527841 5513.2 28727.8 5501.66 -34736.2 -123630 32619.7 880.575 -67933.3 -3160.67 24623.6 53789 29033.4 80990.6 2448.09 -78429.9 53563.7 29409.3 -158198 33568.9 912.044 1382.7
internal_weight=0 1.48965e+06 729935 699140 660414 352722 21672 2231 632 307692 48312 25074 10095 3814 14979 2.58416e+06 19441 331050 38726 23238 12166 11072 9464 2268 8312 6380 3183 30795 2.5838e+06 2.48578e+06
internal_count=4073804 1489647 729935 699140 660414 352722 21672 2231 632 307692 48312 25074 10095 3814 14979 2584157 19441 331050 38726 23238 12166 11072 9464 2268 8312 6380 3183 30795 2583796 2485784
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=4 6 0 4 3 1 2 1 3 0 6 0 1 1 4 1 4 1 6 0 0 1 1 4 2 1 0 0 4 4
split_gain=5.04683e+14 1.08348e+15 6.25407e+14 4.95327e+14 1.73568e+15 2.10706e+15 1.55832e+15 1.52987e+15 1.4812e+15 1.39251e+15 1.58695e+15 1.35276e+15 1.95512e+15 1.97503e+15 1.35214e+15 1.32456e+15 1.6871e+15 1.49911e+15 1.22978e+15 1.22229e+15 1.42647e+15 1.81238e+15 1.35486e+15 1.9038e+15 1.17795e+15 1.11169e+15 2.42797e+15 1.54902e+15 1.29387e+15 1.19519e+15
threshold=1.5000000000000002 105.00500000000001 48.179569850000007 11.500000000000002 9.5000000000000018 37.768783500000005 75.000000000000014 37.442254400000003 11.500000000000002 55.568628050000008 83.820000000000007 55.866549750000011 37.563506350000004 37.503969450000007 32.500000000000007 37.858952300000006 31.500000000000004 37.873748150000004 189.00000000000003 55.633951400000008 55.685785750000008 37.631035900000008 37.631035900000008 21.500000000000004 3338.0000000000005 30.425503950000003 59.950512650000007 60.064438250000002 26.500000000000004 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 2 -1 8 -5 7 15 14 -2 -9 11 12 13 -11 24 16 -7 -17 -8 -14 21 -21 -22 -24 25 27 29 28 -6 -27
right_child=3 -3 -4 4 5 6 18 9 -10 10 -12 -13 19 -15 -16 17 -18 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6830.9158722743123 946.02305440939801 -169507.56948198882 -30240.780662434387 -4706.3315634474147 14019.53718056049 19515.655685373535 -1424.9819778283274 -2161.7868435970395 -203332.33033230633 27420.287218644698 76887.66367122563 -227.15737180337715 52558.166466842442 93522.752220934184 118520.90182665533 -192086.0072853748 -121362.00191365868 -51043.477305529785 117311.75777121399 81246.715100128567 -13020.780095256041 -53946.490105626326 87761.311457243573 8243.1032061809801 28279.497533909005 -5925.0348634263191 -60007.875077531207 -50787.340505752567 -80992.514401728666 48672.995479065663
leaf_weight=8679 2565105 451 9567 762916 68323 4228 443864 24722 355 10447 5489 21143 7150 7967 1010 983 1064 3229 874 1185 7782 6076 5023 7516 15987 64541 8229 4160 1464 4275
leaf_count=8679 2565105 451 9567 762916 68323 4228 443864 24722 355 10447 5489 21143 7150 7967 1010 983 1064 3229 874 1185 7782 6076 5023 7516 15987 64541 8229 4160 1464 4275
internal_value=0 -16391.7 -12607 75.5778 -1374.82 2122.58 -2047.86 9074.75 917.756 18575 25001 21167.3 29678.6 56020.2 3164.99 -42114.6 -8808.95 -83960.1 -1191.64 15712.9 6161.66 -31882.9 19755.5 40097.3 2467.24 -265.756 -8672.02 8492.68 12026.4 -2533.29
internal_weight=0 18697 18246 4.05511e+06 1.48965e+06 726731 454242 272489 2.56546e+06 104500 79778 74289 53146 18414 167989 9504 5292 4212 444738 34732 27582 7261 20321 12539 166979 150992 77045 73947 69787 68816
internal_count=4073804 18697 18246 4055107 1489647 726731 454242 272489 2565460 104500 79778 74289 53146 18414 167989 9504 5292 4212 444738 34732 27582 7261 20321 12539 166979 150992 77045 73947 69787 68816
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=6 1 6 5 5 6 1 6 0 0 0 6 1 0 1 1 6 0 0 1 6 7 5 1 0 0 1 6 2 6
split_gain=5.07383e+14 8.01259e+14 8.96514e+14 9.81939e+14 6.53019e+14 1.25185e+15 1.20668e+15 1.57828e+15 1.11579e+15 3.20754e+15 2.281e+15 2.23632e+15 2.22916e+15 2.12891e+15 1.46567e+15 2.18024e+15 1.19161e+15 1.86746e+15 2.45341e+15 1.12637e+15 1.09839e+15 1.35723e+15 1.51665e+15 1.07691e+15 1.07676e+15 1.51185e+15 1.07348e+15 1.2823e+15 1.02345e+15 9.70959e+14
threshold=31.005000000000006 37.978059650000013 15.450000000000001 1.5000000000000002 2.5000000000000004 57.995000000000012 30.345769800000003 156.15000000000003 56.342669500000007 56.288960650000007 56.685611200000004 108.05000000000001 43.932356550000009 56.067362750000008 60.571186450000006 60.636764050000004 104.01000000000001 56.818587550000011 56.850115550000005 37.978059650000013 73.00500000000001 6.0000000000000009 1.5000000000000002 91.443676550000006 63.565651350000003 57.14107305000001 47.256487700000001 96.050000000000011 9236.5000000000018 88.00500000000001
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 -1 5 -2 7 20 9 13 -10 19 -13 23 -12 16 -16 -18 -19 -11 21 -7 -23 -6 25 29 -15 -28 -25 -17
right_child=4 -3 -4 -5 8 6 -8 -9 10 11 14 12 -14 26 15 24 17 18 -20 -21 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-24239.71848036646 4.0804028964906811 -1509.8221521464995 -17173.095090717521 150988.5997818016 -689.97829892455218 35515.919523297503 3850.1300097638546 -431940.29545454541 -45493.105983014102 -46359.712119080526 -10412.937205691553 -112891.94058247228 214047.18819379888 -13389.526055570313 25220.819402029665 -4570.5215773479003 -14786.24042794456 207412.32133046293 -49873.91884360413 46743.373951463378 48007.077272442533 137369.69184759646 -8843.6745777268534 31660.58666226445 -90951.573813788331 20828.60816184658 -45299.843751743756 -182884.34388364537 -7783.4463657187407 -48290.410031592102
leaf_weight=611 2247666 225462 52061 671 667072 15078 529644 77 15129 1503 158792 248 1311 15782 14779 16888 1065 1604 482 9594 11555 735 20396 20059 1390 17577 8786 734 9788 7265
leaf_count=611 2247666 225462 52061 671 667072 15078 529644 77 15129 1503 158792 248 1311 15782 14779 16888 1065 1604 482 9594 11555 735 20396 20059 1390 17577 8786 734 9788 7265
internal_value=0 -4117.41 -15138.7 67474.9 302.491 1071.07 5223.96 20433.6 -1936.36 -18.4098 -7934.81 49889.1 162039 -892.974 -5350.14 7818.28 37124.4 92955.5 147963 34133.3 21162.8 12596.3 -3757.93 141.523 -4367.7 -1483.64 -29387.2 -55907.7 18725.3 -17721.1
internal_weight=0 278805 53343 1282 3.795e+06 2.82515e+06 577485 47841 969848 734877 234971 12656 1559 722221 219842 61050 17930 3151 2086 11097 47764 36209 21131 696919 43120 41730 25302 9520 29847 24153
internal_count=4073804 278805 53343 1282 3794999 2825151 577485 47841 969848 734877 234971 12656 1559 722221 219842 61050 17930 3151 2086 11097 47764 36209 21131 696919 43120 41730 25302 9520 29847 24153
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=2 6 5 4 5 6 6 6 1 0 3 2 6 1 0 0 1 0 6 2 1 0 6 3 6 4 0 0 1 0
split_gain=4.86245e+14 4.79103e+14 1.96821e+15 7.40648e+14 4.8123e+14 1.21471e+15 1.09426e+15 8.82702e+14 9.04215e+14 8.06941e+14 7.71279e+14 7.2313e+14 7.75362e+14 5.86549e+14 4.88785e+14 2.85993e+15 1.76393e+15 5.3558e+15 2.19471e+15 1.84626e+15 2.25617e+15 1.55627e+15 1.37704e+15 1.36284e+15 1.16031e+15 1.15876e+15 1.12834e+15 1.06431e+15 1.02461e+15 2.16026e+15
threshold=14624.000000000002 21.020000000000003 1.5000000000000002 5.5000000000000009 4.5000000000000009 247.90000000000001 156.15000000000003 189.00000000000003 60.516422150000004 55.014086100000007 6.5000000000000009 915.50000000000011 100.05000000000001 39.008519500000006 59.825842200000004 58.010305850000002 37.131181300000009 55.696737300000009 71.030000000000015 5873.0000000000009 36.593086150000012 57.978821400000008 122.65000000000002 2.5000000000000004 38.605000000000011 26.500000000000004 44.878071950000013 54.932051950000009 30.277905650000005 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 14 10 -7 -9 -6 -13 -8 15 16 17 19 -19 20 -3 -18 23 -16 -21 28 -26 -28 -25 -30
right_child=-2 4 3 -5 6 9 13 8 -10 -11 -12 12 -14 -15 22 -17 21 18 -20 24 -22 -23 -24 25 26 -27 27 -29 29 -31
leaf_value=-21181.604746006953 110249.40191577149 -47149.160655145817 15620.907273288103 100856.66010403632 41309.868051382218 -14516.391981238576 72435.297430919411 -49358.498283321067 165369.62483042636 -137654.61749210721 124737.45992662586 -6723.9077655958754 -70007.362072621909 -2926.5441228599052 -8737.3815636138279 -19562.776196626506 486.89762815156064 -34344.929609227656 -105729.50724972058 -20818.872648366691 13832.761036404525 32744.35365037711 67247.087811789286 -2599.2652316303224 77731.3717467815 -40180.538316085665 10765.063724739044 99924.461771150702 23952.302831799316 3074.827282731721
leaf_weight=29051 400 14342 2363 1793 1027 1077 1503 679 645 1052 407 3001 5456 3301 78919 74702 3421992 30104 5026 9742 10515 15022 3363 83376 2869 5338 48336 1377 76594 140432
leaf_count=29051 400 14342 2363 1793 1027 1077 1503 679 645 1052 407 3001 5456 3301 78919 74702 3421992 30104 5026 9742 10515 15022 3363 83376 2869 5338 48336 1377 76594 140432
internal_value=0 -10.8263 -11973.3 52393.7 87.4955 152.513 -18232.3 192.468 71587 -75362.5 15887.4 -37928.4 -47551 20651.5 161.741 -198.48 207.932 -11593 -44557.8 1690.37 -21352.6 627.884 3535.4 2978.38 10880.7 6002.51 16753.8 13234.7 6823.16 10443
internal_weight=0 4.0734e+06 33207 4156 4.0402e+06 4.02591e+06 14288 4.02378e+06 1731 2129 1086 9484 8457 4804 4.02205e+06 3.63403e+06 3.55932e+06 122311 35130 87181 24857 3.43701e+06 388022 384659 62324 305740 52582 49713 300402 217026
internal_count=4073804 4073404 33207 4156 4040197 4025909 14288 4023780 1731 2129 1086 9484 8457 4804 4022049 3634027 3559325 122311 35130 87181 24857 3437014 388022 384659 62324 305740 52582 49713 300402 217026
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 0 6 6 1 1 6 4 6 4 1 1 0 6 4 2 2 1 6 0 4 3 2 6 4
split_gain=4.47194e+14 1.4256e+15 1.40184e+15 1.21742e+15 6.52431e+14 1.99664e+15 1.81696e+15 1.30944e+15 1.23053e+15 1.12837e+15 2.11058e+15 1.15263e+15 6.79025e+14 6.61977e+14 6.43958e+14 6.40955e+14 2.63509e+15 2.18616e+15 1.16329e+15 1.02825e+15 1.12611e+15 6.92235e+14 8.78443e+14 8.4701e+14 8.04939e+14 6.89166e+14 5.98447e+14 1.44618e+15 1.29654e+15 8.20693e+14
threshold=44.046956350000009 39.735861600000007 43.6005307 39.723160900000003 45.015054600000006 37.318079750000003 45.029425500000009 90.045000000000016 65.00500000000001 38.977585500000011 38.948208550000011 67.445000000000007 20.500000000000004 45.305000000000007 11.500000000000002 39.908802000000009 40.377616600000003 43.687280500000007 67.91500000000002 10.500000000000002 2892.5000000000005 4829.0000000000009 47.800771000000005 105.00500000000001 43.550475500000012 16.500000000000004 1.5000000000000002 75.000000000000014 88.825000000000003 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 14 5 7 9 13 12 10 -6 -12 -7 -2 -1 25 17 18 -17 20 -18 22 -22 24 -23 -3 27 -8 -29 -30
right_child=4 15 -4 -5 6 8 26 -9 -10 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=9409.5064813249464 -2827.0820177373967 -26809.22920345192 8455.3034018998969 108367.02858432848 -5274.045232884102 -3030.026261553056 -32455.290856294232 169769.35145882974 -27422.285285955673 11519.191384962098 45415.910535207651 134822.15424560546 -36489.372759265811 49559.232056482375 79882.480288211402 28592.65866205257 -77334.534572143559 370824.20865092729 117641.99290480523 -35129.50995958376 19664.967917114052 4095.3088235144614 -42821.852059950237 -80850.382267095061 -49816.363122912371 45843.266058525434 355.32135727235004 -1454.9521392873119 -13138.066219961504 -63969.675034131462
leaf_weight=4051 4315 12494 14069 3209 3795 113093 16625 682 30183 22057 2844 2925 6409 5470 1907 7478 1740 212 1825 8656 27654 20220 2449 1498 3209 1458 3312113 427858 8067 5239
leaf_count=4051 4315 12494 14069 3209 3795 113093 16625 682 30183 22057 2844 2925 6409 5470 1907 7478 1740 212 1825 8656 27654 20220 2449 1498 3209 1458 3312113 427858 8067 5239
internal_value=0 6227.71 28282 58711 -176.266 -6428.58 87.134 35795.6 -9381.18 23958.2 52645.6 90746.7 -4824.48 26457.9 31966.1 462.871 4126.73 53297.7 46061.8 -3024.28 1870.97 4375.37 14581.4 -7949.91 -3288.81 -19217 -113.09 -3502.06 -2410.97 -33152.1
internal_weight=0 112129 23236 9167 3.96168e+06 160152 3.80152e+06 10467 149685 31621 9564 5769 119502 9785 5958 88893 74941 9515 9303 65426 56770 55030 30103 24927 23429 13952 3.7699e+06 457789 441164 13306
internal_count=4073804 112129 23236 9167 3961675 160152 3801523 10467 149685 31621 9564 5769 119502 9785 5958 88893 74941 9515 9303 65426 56770 55030 30103 24927 23429 13952 3769902 457789 441164 13306
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=4 1 6 0 1 0 0 1 2 0 4 1 1 0 1 2 1 1 0 0 1 4 4 4 0 1 0 1 0 0
split_gain=4.29489e+14 1.50826e+15 2.64509e+15 1.82195e+15 3.359e+15 6.45244e+15 1.11757e+16 3.73542e+15 2.62471e+15 1.85853e+15 2.03533e+15 2.10597e+15 3.89277e+15 1.85837e+15 1.69751e+15 1.67403e+15 3.79785e+15 1.98444e+15 1.83509e+15 2.62297e+15 1.75438e+15 1.6418e+15 1.49997e+15 1.75972e+15 1.48221e+15 1.81106e+15 2.44828e+15 1.87348e+15 3.82406e+15 2.12949e+15
threshold=11.500000000000002 38.97264950000001 122.65000000000002 55.801384500000005 37.873748150000004 56.288960650000007 56.309668500000008 38.166910000000009 3338.0000000000005 55.737027400000009 18.500000000000004 37.631035900000008 37.600779750000008 55.768246800000007 37.740454950000007 75.000000000000014 37.858952300000006 37.873748150000004 55.710673100000008 55.660117850000006 37.957884500000006 14.500000000000002 23.500000000000004 18.500000000000004 55.539595350000006 37.442254400000003 55.710673100000008 37.682335600000009 55.633951400000008 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -5 15 11 12 -11 -14 -13 16 21 -18 19 -17 -21 -2 23 -23 -24 26 -26 29 -29 -27
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 14 13 -15 -16 18 17 -19 -20 20 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=779.57521635821831 -23880.908394742208 -4471.3526926529903 73029.523751157205 -3334.1774428475774 -60514.276466100448 -12594.039191642642 -18111.61061635628 595916.18376513093 32878.409357131779 18082.332100743664 46132.600284325796 93506.0426133039 -141285.71691166059 46613.787193740871 11267.614857733721 6130.0094896274959 -193581.82720339982 -52490.893940624177 -39547.352306105808 28617.294883770381 97336.703913050296 3931.337453620758 176034.02513632714 42495.287652940293 -88632.439297025252 -32577.660848917516 138003.90467801338 83455.148027849573 -65245.300867438113 67039.907558258041
leaf_weight=2584157 24611 759712 5190 328968 19406 126 1695 506 21312 6272 23175 3191 3174 631 11760 146677 1194 6038 7286 25942 4336 47239 399 15787 5176 3454 525 2207 7992 5666
leaf_count=2584157 24611 759712 5190 328968 19406 126 1695 506 21312 6272 23175 3191 3174 631 11760 146677 1194 6038 7286 25942 4336 47239 399 15787 5176 3454 525 2207 7992 5666
internal_value=0 -1352.36 1893.86 1384.45 -3497.8 -41646 115706 474599 -1130.9 6533.57 24778.4 5005.18 -30328 -110126 28819.8 3645.65 -5530.28 -75784.9 9636.46 11661.6 38458.3 -1036.21 5320.64 13591 -15185.6 -18235 -67761.7 -3619.76 -33067.5 29311.9
internal_weight=0 1.48965e+06 729935 724745 372013 21733 2327 632 350280 352732 48203 25028 10077 3805 14951 304529 120288 7232 184241 176955 30278 113056 88445 63026 25419 25020 5701 19319 10199 9120
internal_count=4073804 1489647 729935 724745 372013 21733 2327 632 350280 352732 48203 25028 10077 3805 14951 304529 120288 7232 184241 176955 30278 113056 88445 63026 25419 25020 5701 19319 10199 9120
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 7 2 6 0 0 0 1 6 0 2 0 0 0 1 0 7 0 1 1 6 0 4 6 1
split_gain=4.43721e+14 2.3067e+15 2.71732e+15 2.2758e+15 2.1965e+15 1.70144e+15 1.74469e+15 1.62722e+15 3.06855e+15 3.098e+15 3.71473e+15 4.3509e+15 2.119e+15 1.64093e+15 1.52949e+15 2.21488e+15 1.89498e+15 2.68014e+15 6.44501e+15 8.86221e+15 3.3805e+15 4.22918e+15 2.64382e+15 5.18131e+15 2.48316e+15 2.47134e+15 2.35098e+15 2.51942e+15 2.17855e+15 2.07529e+15
threshold=37.488790500000007 37.682335600000009 56.342669500000007 5873.0000000000009 75.000000000000014 37.318079750000003 6.0000000000000009 75.000000000000014 89.00500000000001 55.633951400000008 55.721784200000009 55.812023600000011 37.702956500000006 54.010000000000012 55.866549750000011 75.000000000000014 55.622114900000007 55.749683450000006 55.759969450000007 37.600779750000008 55.753967500000009 6.0000000000000009 55.791814000000009 37.517483500000004 37.618684050000006 47.420000000000009 55.710673100000008 12.500000000000002 118.04500000000002 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 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 14 5 6 -1 8 9 -3 13 12 -12 -11 16 -16 -2 26 19 -19 21 -21 23 -20 29 -22 27 -18 -28 -24
right_child=1 7 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 18 22 20 25 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-22452.24620566193 5691.2901387181537 43688.55741254185 -68191.369684490826 -74872.483399308519 -202.45838554342424 -11696.75525495677 -102174.40791209441 223.87511340374414 89579.86987907032 -31211.634765046783 95042.178800775102 -58909.345253479682 7234.3398098446096 -78071.742334979572 -22733.462709967651 31903.143311360836 3700.6801872710248 93778.349615891289 -42662.56435088702 -256926.52945471113 -88734.536642554711 -1793.3230477751474 40552.86642935421 121612.1181220428 63676.698863867779 -250583.27148764662 110782.44823791928 71591.878795808283 -824517.22287499998 -24930.851581703286
leaf_weight=7207 55707 7343 4161 2859 618452 74179 4434 3115526 2744 18280 3096 10363 24472 12640 21837 11238 10605 3120 2583 785 1798 3770 7945 7480 9033 1985 6475 11280 25 12382
leaf_count=7207 55707 7343 4161 2859 618452 74179 4434 3115526 2744 18280 3096 10363 24472 12640 21837 11238 10605 3120 2583 785 1798 3770 7945 7480 9033 1985 6475 11280 25 12382
internal_value=0 477.134 11653.7 13597.6 -2282.81 -17274.6 -52818 -135.379 -14314.4 -18056 -24641.1 -3669.51 17095.5 -50367.9 15102.7 -4169.41 19825.4 29758.6 16024.4 -49992.3 -103790 -45762.5 35211.7 79445.6 20050.8 -173659 54377.5 38693.3 107185 664.078
internal_weight=0 3.36953e+06 175068 170907 704272 85820 11641 3.19446e+06 78938 76194 68851 37931 27568 30920 168048 33075 134973 79266 50881 11458 8338 4555 39423 10063 29360 3783 28385 21885 6500 20327
internal_count=4073804 3369532 175068 170907 704272 85820 11641 3194464 78938 76194 68851 37931 27568 30920 168048 33075 134973 79266 50881 11458 8338 4555 39423 10063 29360 3783 28385 21885 6500 20327
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 1 1 1 1 0 1 1 1 6 6 0 1 1 1 6 4 1 0 0 6 0 7 0 0 6
split_gain=4.17368e+14 5.72882e+14 5.31533e+14 6.06957e+14 4.91827e+14 6.90585e+15 5.62614e+15 4.2358e+15 4.17583e+15 3.99026e+15 3.55684e+15 4.63692e+15 3.39263e+15 3.76762e+15 3.24051e+15 3.01779e+15 2.86007e+15 2.78865e+15 2.9484e+15 2.34892e+15 2.30663e+15 2.1364e+15 2.04487e+15 1.93622e+15 2.01635e+15 1.87346e+15 1.81184e+15 1.78617e+15 1.78174e+15 1.77705e+15
threshold=113.48479755000001 17.500000000000004 61.78914120000001 53.379556850000007 50.815483650000004 49.030112300000006 45.71452080000001 43.862029600000007 55.90712030000001 56.288960650000007 56.240615550000008 60.307188350000011 49.176406850000006 79.710000000000022 99.050000000000011 54.188398350000007 60.66055595000001 65.493200550000012 65.574968200000015 108.05000000000001 11.500000000000002 56.805602900000004 55.775215600000003 43.051287600000009 88.00500000000001 57.205086850000008 6.0000000000000009 60.753246850000004 51.659529100000007 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 7 -1 14 -9 15 21 13 26 27 -10 20 25 -19 -11 -13 -12 -15 -8 -25 29 -7 -6 -20 -18
right_child=1 -3 -4 -5 8 12 23 9 10 19 11 16 -14 22 -16 -17 17 18 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-477.43671835238712 11842.691134092587 160279.8700303298 38969.277322304712 -32778.246398231269 -20501.732262162888 40812.76299186534 3176.1605463881392 6534.9592571330795 -29739.804138921139 43691.874409050979 4687.8327437266889 26838.536885232283 9587.1433025247024 -14050.779866005792 -127763.01186738108 31775.273368211208 -9321.0313016886757 24476.766154802426 -71223.060599706951 168048.09280229465 -609.43903479029052 -38474.273394155367 130207.10068379944 -24380.473641777455 -90837.02804179235 -76168.347473424757 1711.3225607699032 21789.756877767883 -327.7092372530517 -59329.157268450537
leaf_weight=2085741 16805 260 5415 3724 110378 40103 25764 63096 9313 30326 15224 69074 126331 1177 2684 55505 145778 49320 3558 1599 54991 46478 5950 95392 4795 4653 16821 10980 965099 7470
leaf_count=2085741 16805 260 5415 3724 110378 40103 25764 63096 9313 30326 15224 69074 126331 1177 2684 55505 145778 49320 3558 1599 54991 46478 5950 95392 4795 4653 16821 10980 965099 7470
internal_value=0 12579.8 11099.6 3748.37 -81.4413 787.172 -723.63 463.246 -1480.35 21111.5 49.9982 -1039.48 19092.4 37840.1 -19079.1 22936.8 231.888 -1291.71 626.252 49920.4 14672.4 -27824.7 106383 -21273.6 -27561.1 -13656.7 29258.3 -16675.4 -588.117 -11758.7
internal_weight=0 26204 25944 20529 4.0476e+06 2.4971e+06 2.30671e+06 2.18076e+06 1.5505e+06 95021 1.42646e+06 1.36164e+06 190382 64051 124042 64818 1.29994e+06 1.17588e+06 1.01798e+06 31925 124065 61702 7127 125951 100187 157901 56924 121358 968657 153248
internal_count=4073804 26204 25944 20529 4047600 2497095 2306713 2180762 1550505 95021 1426463 1361645 190382 64051 124042 64818 1299943 1175878 1017977 31925 124065 61702 7127 125951 100187 157901 56924 121358 968657 153248
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 0 0 1 0 0 4 0 4 1 4 1 1 0 0 0 1 1 4 0 0 6 4 4 6
split_gain=4.09794e+14 3.03032e+15 2.36105e+15 1.76659e+15 2.28635e+15 1.90443e+15 2.8866e+15 3.83089e+15 1.85441e+15 2.02609e+15 1.71343e+15 1.68277e+15 2.43495e+15 1.67464e+15 2.37084e+15 1.73277e+15 1.63672e+15 1.75292e+15 1.4542e+15 3.02202e+15 2.65785e+15 2.49626e+15 1.91273e+15 3.36849e+15 1.63906e+15 1.81493e+15 1.41863e+15 1.36569e+15 1.85295e+15 1.94071e+15
threshold=30.362494150000003 30.315889700000003 60.034792100000011 37.131181300000009 3338.0000000000005 30.452677500000004 59.950512650000007 59.898927250000007 30.624707450000006 51.307150200000002 59.982409200000006 6.5000000000000009 59.825842200000004 21.500000000000004 30.425503950000003 7.5000000000000009 30.410676000000006 30.389265100000003 59.91832440000001 60.01610465000001 59.864072000000007 30.226173900000003 30.277905650000005 20.500000000000004 59.939085000000013 59.990753350000013 71.030000000000015 17.500000000000004 7.5000000000000009 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 18 -3 4 5 6 7 11 -6 -10 26 -2 -13 15 -15 -9 17 -17 20 24 -1 -21 -22 -24 -20 27 -7 28 -26 -30
right_child=3 2 -4 -5 8 10 -8 13 9 -11 -12 12 -14 14 -16 16 -18 -19 19 21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-3972.9882321864789 32482.519327618123 30490.371959082004 -23664.385637703086 319.16439947878894 29784.281450666145 -16839.062255776818 -23317.067881724288 16915.079351652399 14549.084197088487 -22178.239355800604 -91675.164005068364 -88008.056546914406 -4559.593120970253 -163107.86462610876 43979.853002023679 85250.148317722676 65275.231207387966 242659.85002637576 -1606.0054900037887 18174.642990654986 -85496.881459157594 -32193.650265467848 8285.1149933169709 -211010.87262586528 14662.610594923084 10137.094834619737 -53698.574113665956 -16705.224156843662 42919.030392996363 124616.67469834816
leaf_weight=77334 8306 55211 9425 3559983 22707 72132 41475 3601 30128 29954 3703 4288 18947 761 2021 1464 4749 1369 20178 15369 7536 27349 6791 781 5086 16919 12209 2326 5394 6308
leaf_count=77334 8306 55211 9425 3559983 22707 72132 41475 3601 30128 29954 3703 4288 18947 761 2021 1464 4749 1369 20178 15369 7536 27349 6791 781 5086 16919 12209 2326 5394 6308
internal_value=0 3873.14 22593.7 -259.718 -8253.12 -14729.8 -4235.13 13156.5 5439.36 -3761.4 -25097.8 -6149.75 -19959.9 56761.1 -12667.8 74033 101161 161316 -2449.78 5976.71 -11467.6 -14072.2 -49830.5 -14333.8 21213.1 33991.5 -22174.8 55106.5 65056.1 86958.4
internal_weight=0 256007 64636 3.8178e+06 257814 175025 86981 45506 82789 60082 88044 31541 23235 13965 2782 11183 7582 2833 191371 98929 92442 42718 15108 7572 56211 36033 84341 19114 16788 11702
internal_count=4073804 256007 64636 3817797 257814 175025 86981 45506 82789 60082 88044 31541 23235 13965 2782 11183 7582 2833 191371 98929 92442 42718 15108 7572 56211 36033 84341 19114 16788 11702
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 6 5 2 5 6 4 0 1 7 2 0 1 1 1 6 6 0 5 6 0 1 1 0 1 4 7 6 4 0
split_gain=3.99435e+14 3.92516e+14 1.60101e+15 6.9653e+14 4.45933e+14 1.08415e+15 1.04219e+15 1.01687e+15 1.14969e+15 1.39425e+15 9.07399e+14 1.02698e+15 8.34495e+14 8.24926e+14 1.90045e+15 1.49836e+15 1.27793e+15 1.08152e+15 8.54308e+14 1.24589e+15 8.41353e+14 8.0758e+14 7.62501e+14 7.36084e+14 6.9028e+14 6.82247e+14 1.28682e+15 6.71016e+14 6.6116e+14 6.5826e+14
threshold=14624.000000000002 21.020000000000003 1.5000000000000002 75.000000000000014 2.5000000000000004 56.805000000000007 9.5000000000000018 43.687280500000007 40.965343750000009 6.0000000000000009 75.000000000000014 47.139841100000005 47.386825600000002 30.315889700000003 30.345769800000003 138.05000000000004 77.565000000000012 54.707511300000007 3.5000000000000004 91.02500000000002 59.882709350000006 30.389265100000003 45.126607350000008 59.864072000000007 40.024897700000004 16.500000000000004 6.0000000000000009 69.605000000000004 2.5000000000000004 45.00849250000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 24 12 27 -12 22 15 16 18 20 -17 19 -9 23 -16 -10 -15 -6 26 -22 -7 -13 -23
right_child=-2 4 3 -5 7 6 -8 13 9 -11 11 28 -14 14 21 17 -18 -19 -20 -21 25 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19142.521918177124 99924.491763549813 -275.66223923466742 261007.55491602892 39376.34319693227 43554.397077675152 -8564.4366125872348 2100.7054074720036 -23716.443399213545 11536.202243364569 -48030.75128599094 -578.12349936177816 -21497.95498713812 49910.975317091157 42109.040325735717 -27436.762315669755 363127.24325541838 65030.301645445928 55650.618816151044 -54758.867397406713 19038.110623850716 -45397.31254546759 -15866.21705865908 -77033.225937104071 291105.7903926209 251295.98562925376 -114463.31309055547 115995.39265807922 -88124.848225530659 20144.986665892313 -1284.1948855838627
leaf_weight=29051 400 2449993 147 4009 8542 5302 471229 28603 5998 4099 38445 3964 5169 890 12481 124 7088 1477 5802 8948 1947 32136 1160 137 163 719 662 1325 99839 843955
leaf_count=29051 400 2449993 147 4009 8542 5302 471229 28603 5998 4099 38445 3964 5169 890 12481 124 7088 1477 5802 8948 1947 32136 1160 137 163 719 662 1325 99839 843955
internal_value=0 -9.81239 -10837.5 47215.6 79.1822 669.744 4404.99 -1789.78 18063.4 2492.84 11698.7 13383.7 19293.1 -2317.77 -1657.44 -15538 38835.5 79465.2 -19046.4 -13528.5 -3797.98 -2178.91 -2817.04 75324.8 47444.3 -28214.8 -4446 -24471.7 18554.7 -1819.08
internal_weight=0 4.0734e+06 33207 4156 4.0402e+06 3.0701e+06 620104 970100 25131 16426 148875 142248 12327 944969 900015 44954 11443 1601 43353 37551 4355 888572 7158 1027 8705 3328 2609 6627 103803 876091
internal_count=4073804 4073404 33207 4156 4040197 3070097 620104 970100 25131 16426 148875 142248 12327 944969 900015 44954 11443 1601 43353 37551 4355 888572 7158 1027 8705 3328 2609 6627 103803 876091
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=3 4 1 4 0 4 0 0 0 4 1 1 6 2 0 1 0 1 0 1 7 7 4 1 0 0 0 0 0 2
split_gain=3.75649e+14 7.05773e+14 9.72701e+14 6.36209e+14 6.07085e+14 5.35801e+14 9.61641e+14 2.16767e+15 1.22838e+15 1.9041e+15 1.25064e+15 1.58176e+15 1.01855e+15 1.39027e+15 8.43151e+14 1.25437e+15 8.81805e+14 9.22564e+14 7.92127e+14 1.34978e+15 7.28129e+14 6.982e+14 1.15823e+15 6.72896e+14 2.65435e+15 1.65431e+15 6.51017e+14 1.38459e+15 2.63681e+15 2.0187e+15
threshold=20.500000000000004 32.500000000000007 37.401708450000008 28.500000000000004 56.858606850000008 23.500000000000004 55.791814000000009 55.850146250000009 55.676890650000011 25.500000000000004 37.46219940000001 37.425454150000007 130.05000000000004 9651.0000000000018 55.910578700000009 37.374856000000008 56.791379400000004 37.234509300000006 60.064438250000002 30.260128500000004 6.0000000000000009 6.0000000000000009 25.500000000000004 37.631035900000008 55.660117850000006 55.667390500000003 59.898927250000007 57.174562350000009 57.14107305000001 6082.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 26 8 21 10 -10 11 -7 23 -14 15 -9 17 -16 20 -20 -18 -8 -23 24 -12 -25 27 28 -1 -29
right_child=-2 2 -4 4 -6 6 7 14 9 -11 12 -13 13 -15 16 -17 18 -19 19 -21 -22 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=102.19112390173218 7062.2132481333247 120677.49637632017 -32610.075817092154 32459.068583273693 -61854.117450910533 1628.619700338035 -17199.970731946232 -127594.22709247717 11816.018441289323 102783.77906559961 11745.345745835639 -103866.9158548976 73372.503276079966 -213746.37871799699 -149956.2537625088 30081.536304644385 12490.63199204722 -25878.394907678256 -217269.3857626488 -27858.323622461729 -10089.942361094354 -49119.207676456317 -142888.05149774282 -551.21756244440303 243561.29594149996 -132588.53845438638 5048.2737200401734 -4255.0134003006151 28960.989493085963 -33774.778629583816
leaf_weight=3191809 73951 432 9917 9076 738 2960 4183 534 19162 2615 5570 2734 255 498 623 9146 22508 15719 420 3610 39066 6866 1630 82111 542 960 253663 255048 31978 25480
leaf_count=3191809 73951 432 9917 9076 738 2960 4183 534 19162 2615 5570 2734 255 498 623 9146 22508 15719 420 3610 39066 6866 1630 82111 542 960 253663 255048 31978 25480
internal_value=0 -130.569 -26211.4 -62.9142 25366.8 -125.624 -4902.67 -11889.9 1304.83 22739.5 -3576.3 -49025.5 -698.83 -116515 -6527.31 21383.3 -9824.29 -30608.6 -4646.92 -47598.4 -1835.75 -50643.4 -67109.2 279.042 32302.3 -2077.09 156.21 -197.906 388.453 -6936.26
internal_weight=0 3.99985e+06 10349 3.9895e+06 9814 3.97969e+06 221712 104305 117407 21777 95630 5694 89936 753 91626 9680 81946 16342 65604 4030 61574 12679 8496 89183 6112 83071 3.75798e+06 3.50432e+06 3.22379e+06 280528
internal_count=4073804 3999853 10349 3989504 9814 3979690 221712 104305 117407 21777 95630 5694 89936 753 91626 9680 81946 16342 65604 4030 61574 12679 8496 89183 6112 83071 3757978 3504315 3223787 280528
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 0 0 4 4 1 1 1 0 0 0 0 6 1 0 6 6 0 1 1 6 1 6 4 0 0
split_gain=3.70474e+14 9.17582e+14 4.24521e+14 3.87798e+14 3.09124e+15 1.47513e+15 1.75179e+15 6.90743e+14 9.15647e+14 9.49319e+14 6.42653e+14 6.28986e+14 1.53771e+15 1.8962e+15 2.37199e+15 1.25447e+15 1.1496e+15 1.0981e+15 2.02594e+15 1.5223e+15 1.26344e+15 8.90283e+14 2.32931e+15 8.25678e+14 1.37648e+15 8.09241e+14 7.69253e+14 9.57047e+14 7.20027e+14 5.02854e+15
threshold=1.5000000000000002 69.605000000000004 112.00500000000001 91.292296250000007 86.169282750000022 56.105603650000006 61.78914120000001 5.5000000000000009 11.500000000000002 103.8879505 83.971434050000013 83.015546400000019 55.050541250000002 54.810424650000009 54.916864950000011 53.379556850000007 66.990000000000023 82.991167100000027 55.007293000000011 189.00000000000003 94.02500000000002 54.86311005000001 83.086354900000018 83.754481100000007 142.05000000000004 83.117716000000016 77.010000000000005 15.500000000000002 54.980317700000008 55.046782850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -10 11 17 13 15 16 23 -15 28 19 -19 -20 22 -18 24 -13 -24 -16 -28 -2 -30
right_child=3 2 -4 5 -6 6 -8 8 9 -11 -12 12 -14 14 26 -17 21 18 20 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-4463.37863147809 -1511.477314934451 -51533.88459238474 -170188.51670866937 2141.0432164922681 -48511.19475894791 -33410.763071077155 30440.103821958404 28265.303785391061 -6471.281181751272 42746.1472499296 -15775.719819057451 1328.9534211839693 -52510.5563485284 58911.256213208282 11496.797524572306 -22741.230260180055 49678.44017265625 28468.669637781761 -9097.5711641830858 295845.73365585401 -149941.44358433588 99853.155250197728 574334.04903132888 33204.049919681063 -386093.50249660329 140738.06108664774 106044.08596046618 -44575.311827616337 19633.941282363314 204.58956112618532
leaf_weight=15751 1316236 2605 341 59350 13157 17578 5687 33516 20310 4856 25517 28771 4059 5938 32299 18738 250 11372 194659 217 639 894 198 10191 92 55 1800 551 142201 2105976
leaf_count=15751 1316236 2605 341 59350 13157 17578 5687 33516 20310 4856 25517 28771 4059 5938 32299 18738 250 11372 194659 217 639 894 198 10191 92 55 1800 551 142201 2105976
internal_value=0 -14044.1 -65268.2 64.7536 -121.056 5211.53 -17802.8 9747.82 17441.2 3025.65 42.1652 146.323 7824.33 10278.8 26452.7 -1471.28 78113.4 -65.0774 -7147.83 33475.2 -9558.4 159733 266160 8733.99 94.0552 480074 15516.7 70743.7 346.022 1433.53
internal_weight=0 18697 2946 4.05511e+06 3.91381e+06 141297 23265 118032 58682 25166 3.90065e+06 3.87514e+06 103836 99777 41985 57792 7335 3.7713e+06 206887 11589 195298 1397 503 39054 28863 253 34650 2351 3.56441e+06 2.24818e+06
internal_count=4073804 18697 2946 4055107 3913810 141297 23265 118032 58682 25166 3900653 3875136 103836 99777 41985 57792 7335 3771300 206887 11589 195298 1397 503 39054 28863 253 34650 2351 3564413 2248177
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 1 1 1 6 4 0 0 1 1 4 1 1 6 0 4 4 0 6 1 6 0 0 6 1 0
split_gain=4.07522e+14 6.08358e+15 4.66738e+15 3.44114e+15 3.40101e+15 3.06701e+15 2.90319e+15 3.49177e+15 2.83341e+15 2.75872e+15 2.45278e+15 2.34272e+15 2.30101e+15 2.31397e+15 2.18177e+15 2.13609e+15 2.08091e+15 2.2491e+15 1.94559e+15 1.89049e+15 1.85518e+15 1.78181e+15 1.72457e+15 1.66155e+15 1.71427e+15 1.63765e+15 4.17228e+15 2.6454e+15 2.04616e+15 3.13739e+15
threshold=50.298521650000005 49.030112300000006 45.71452080000001 43.862029600000007 56.228352100000002 55.90712030000001 56.240615550000008 60.307188350000011 99.050000000000011 10.500000000000002 54.188398350000007 55.812023600000011 60.66055595000001 65.493200550000012 20.500000000000004 65.574968200000015 49.195555600000006 80.720000000000013 60.753246850000004 10.500000000000002 11.500000000000002 43.051287600000009 116.05000000000001 56.805602900000004 88.00500000000001 55.93962770000001 57.60122925000001 69.015000000000015 39.843340650000009 59.699368850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 10 23 18 16 -7 -11 20 -14 22 -15 17 -3 -2 21 -9 -4 -6 -8 -25 -1 27 -27 29 -28
right_child=5 9 19 4 14 6 7 12 -10 11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=1450.8384082305963 -18039.887144978315 37036.415976398966 13886.794907439886 -522.14710155662431 40245.420274681615 -26690.240583785602 4566.1384828668733 24106.368032033472 -114879.07123968605 -6292.4074429518496 28768.035197276113 48400.300524692044 -12391.179846869181 20911.358676288681 -32266.596971642204 -409.52624704649844 16267.896016311963 112966.18434694161 16904.46995332685 -45524.502591055818 -509.45991658998469 -19836.560294924679 154222.51261513308 -30499.692164510328 -156505.74858535299 -14224.794006386406 -27230.014663852242 -53267.320078130979 23744.701540035403 892.12674947917992
leaf_weight=1486958 118753 44383 19251 45701 43825 9313 15224 69074 2805 52663 55505 9200 157901 49320 4126 994861 63941 4277 18402 22533 54991 84167 1369 45372 1106 118209 44258 20341 33215 382760
leaf_count=1486958 118753 44383 19251 45701 43825 9313 15224 69074 2805 52663 55505 9200 157901 49320 4126 994861 63941 4277 18402 22533 54991 84167 1369 45372 1106 118209 44258 20341 33215 382760
internal_value=0 801.315 -560.464 520.562 19131.5 -1248.38 113.753 -852.368 -15386.2 18806.4 20799.8 1841.26 229.578 -1108.62 37342.9 597.527 28127 43710.3 -13351.4 -19277.8 13195.6 -13559 43698 -24106.4 -33498.2 -327.303 -4742.96 -19956.8 -162.951 -2022.57
internal_weight=0 2.48118e+06 2.30671e+06 2.18076e+06 95021 1.59263e+06 1.45267e+06 1.38785e+06 139960 174464 64818 61863 1.32615e+06 1.20208e+06 49320 1.04418e+06 112601 48660 137155 125951 124065 103418 45194 61702 46478 2.08574e+06 598783 138550 460233 427018
internal_count=4073804 2481177 2306713 2180762 95021 1592627 1452667 1387849 139960 174464 64818 61863 1326147 1202082 49320 1044181 112601 48660 137155 125951 124065 103418 45194 61702 46478 2085741 598783 138550 460233 427018
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=4 1 1 3 3 0 1 0 0 0 1 7 6 4 2 1 2 0 0 1 1 1 0 0 0 0 6 6 0 6
split_gain=3.74797e+14 1.51459e+15 2.22359e+15 1.55597e+15 1.21649e+15 1.17926e+15 1.19179e+15 2.31164e+15 2.83016e+15 4.51294e+15 1.27528e+15 1.1084e+15 1.07235e+15 1.04462e+15 4.67007e+15 1.95469e+15 1.69589e+15 1.66125e+15 1.57563e+15 1.60333e+15 3.04736e+15 2.69458e+15 2.56193e+15 1.77807e+15 3.02108e+15 1.72711e+15 1.24798e+15 1.08967e+15 1.08576e+15 1.41154e+15
threshold=11.500000000000002 38.97264950000001 38.927872750000006 8.5000000000000018 11.500000000000002 44.601833250000006 37.873748150000004 55.759969450000007 56.288960650000007 56.309668500000008 38.166910000000009 6.0000000000000009 130.05000000000004 9.5000000000000018 3999.0000000000005 83.015546400000019 75.000000000000014 56.791379400000004 55.579943700000008 37.618684050000006 37.631035900000008 37.503969450000007 55.812023600000011 55.768246800000007 55.749683450000006 55.676890650000011 45.305000000000007 87.395000000000024 55.783232450000007 104.01000000000001
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=4 2 3 11 13 -5 -7 -8 -9 10 -10 -2 -4 16 -15 17 18 27 -1 21 23 -20 25 24 -21 -23 -26 -16 29 -27
right_child=1 -3 12 5 -6 6 7 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-58658.682842781738 1014.0499113778568 -4388.8528049836923 25072.469614495938 168571.67766207395 -182828.65019855869 7111.9197036815258 3962.4651849436968 -57604.493867752724 -129.43254743303572 -16382.549044251471 526879.94554687501 -10851.076517774025 136583.13105996622 16838.835153530024 -3090.4073914445926 23058.781181027938 117.73666670665568 30295.611062746404 -29830.642351457427 -13074.373097057733 -16792.474754242718 3177.122871596217 -37095.283329666592 15628.145858251522 -162142.88952283972 102532.76261597802 -352088.94417343143 -32408.712553144323 24864.406650927649 -635814.5466346154
leaf_weight=7662 174709 759712 29907 441 361 331282 35544 12727 56 807 255 143319 888 202765 430076 31072 1823864 14629 12965 784 26352 5004 4390 678 680 6254 704 13062 2829 26
leaf_count=7662 174709 759712 29907 441 361 331282 35544 12727 56 807 255 143319 888 202765 430076 31072 1823864 14629 12965 784 26352 5004 4390 678 680 6254 704 13062 2829 26
internal_value=0 -1263.33 1989.7 831.343 728.249 5140.82 4951.49 -9539.86 -44204.1 108342 431984 -4332.96 28288 753.895 4079.75 -1212.58 -461.718 -2860.05 -15929 -10532.3 -27409.3 5127.3 29622.2 -125714 -169916 50375.4 -258763 -3954.6 76303.7 99475.9
internal_weight=0 1.48965e+06 729935 699140 2.58416e+06 381112 380671 49389 13845 1118 311 318028 30795 2.5838e+06 691604 488839 1.89219e+06 457767 68328 60666 29198 31468 18503 2846 2168 14113 1384 443138 9109 6280
internal_count=4073804 1489647 729935 699140 2584157 381112 380671 49389 13845 1118 311 318028 30795 2583796 691604 488839 1892192 457767 68328 60666 29198 31468 18503 2846 2168 14113 1384 443138 9109 6280
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=5 6 6 1 6 5 2 1 6 0 5 4 0 1 1 4 7 4 2 4 3 4 2 2 1 6 1 0 1 0
split_gain=3.7499e+14 9.0761e+14 8.98821e+14 7.50174e+14 6.58318e+14 7.3898e+14 5.44441e+14 6.21713e+14 5.14991e+14 4.65227e+14 5.88863e+14 4.55943e+14 4.70558e+14 4.47572e+14 8.77532e+14 4.11782e+14 4.94796e+14 5.80639e+14 4.29759e+14 4.10114e+14 3.8684e+14 4.18784e+14 3.79068e+14 3.77165e+14 3.73387e+14 3.75806e+14 3.66443e+14 1.90192e+15 2.07396e+15 2.07311e+15
threshold=4.5000000000000009 247.90000000000001 189.00000000000003 36.555998300000006 168.45000000000002 1.5000000000000002 915.50000000000011 37.897576350000001 88.00500000000001 45.177967300000006 2.5000000000000004 18.500000000000004 45.022979600000006 83.007653300000015 83.00362155000002 25.500000000000004 6.0000000000000009 11.500000000000002 2421.5000000000005 9.5000000000000018 9.5000000000000018 4.5000000000000009 75.000000000000014 75.000000000000014 37.131181300000009 110.01500000000001 30.370944000000005 60.05226170000001 30.315889700000003 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 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 -3 26 19 7 24 -8 -5 22 -4 -13 14 15 16 23 -18 -19 -6 21 -12 -11 -7 -2 -26 27 28 29 -1
right_child=2 3 11 9 5 13 8 -9 -10 10 20 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8156.4092413650569 -166238.92200741527 -263558.81267410715 24589.761502796864 25685.325926416343 -350294.73194444447 -375385.31612215913 22119.122992047502 -93346.451110926428 -44110.285682305643 -240514.3530395508 -74693.898253669802 -130843.3857638889 274820.95025854319 -67406.560747227821 249914.49005220013 -146183.85625895931 13734.508800117925 695075.91108630958 219195.41307503171 161581.21718750001 96390.120638020846 -282858.92442021408 -12403.331285467793 40297.319160352476 7344.7298277443597 145830.99579374591 -202.1047906814631 -26217.821799241661 20059.980306545272 14360.144369618836
leaf_weight=111723 59 175 2588 602 72 22 1348 282 9100 80 156 36 139 310 223 109 159 21 197 20 48 254 815 2787 313 524 3783622 19804 73721 64495
leaf_count=111723 59 175 2588 602 72 22 1348 282 9100 80 156 36 139 310 223 109 159 21 197 20 48 254 815 2787 313 524 3783622 19804 73721 64495
internal_value=0 57.1207 -16114.8 -65202.7 91.3809 41051.9 -28299 36148.2 -35565.4 -47447.1 -79986.4 35153.1 191370 47782.9 57933.2 44940.2 51479 159050 265037 -239017 -172209 -203655 -32793.1 37041.7 76904.3 94043.4 51.7681 3612.78 5976.42 84.5487
internal_weight=0 4.05942e+06 14389 2130 4.05728e+06 3920 11626 1178 10448 1955 1353 2763 175 3828 3518 3295 3186 377 218 92 458 410 895 2809 896 837 4.05336e+06 269743 249939 176218
internal_count=4073804 4059415 14389 2130 4057285 3920 11626 1178 10448 1955 1353 2763 175 3828 3518 3295 3186 377 218 92 458 410 895 2809 896 837 4053365 269743 249939 176218
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=0 2 1 0 4 1 1 4 0 0 1 1 1 1 1 2 1 0 1 6 4 6 1 0 1 0 4 6 1 4
split_gain=3.46034e+14 2.43318e+15 2.56076e+15 3.256e+15 6.92018e+15 2.96757e+15 2.31057e+15 4.32163e+15 2.06854e+15 1.91489e+15 2.58469e+15 3.66276e+15 5.84379e+15 4.77295e+15 3.23504e+15 2.30314e+15 5.65468e+15 3.13482e+15 2.76216e+15 2.27178e+15 2.43604e+15 2.26581e+15 2.20129e+15 3.08591e+15 2.17126e+15 1.97733e+15 1.76367e+15 1.74245e+15 1.52624e+15 1.47775e+15
threshold=55.93962770000001 2632.5000000000005 37.978059650000013 56.342669500000007 19.500000000000004 39.735861600000007 38.166910000000009 6.5000000000000009 56.288960650000007 55.728148450000006 49.692247900000005 49.111590500000005 37.897576350000001 49.147669400000005 49.030112300000006 75.000000000000014 37.374856000000008 55.749683450000006 37.702956500000006 71.030000000000015 5.5000000000000009 89.00500000000001 37.318079750000003 55.759969450000007 37.768783500000005 55.876067900000002 10.500000000000002 77.010000000000005 65.64204770000002 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=9 2 -2 4 6 -5 -4 -8 -9 -1 11 12 15 19 27 16 -11 18 -18 -13 -21 25 29 -24 -25 -19 -15 -14 -7 -17
right_child=1 -3 3 5 -6 28 7 8 -10 10 -12 13 14 26 -16 22 17 21 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-468.11814617522668 -29219.568682454697 588.05798145382948 11551.982994188593 -45659.935311029818 522713.42277078918 -5085.9610427479929 13619.083564054292 67881.96320305788 389291.26032433438 -112690.12791077074 -24194.668329598877 56246.690410571107 -22503.803512339993 29435.508296274511 11544.302144406571 22609.9856126577 87700.06433516265 7377.0764061595028 -9771.8738270429367 317333.32041490945 108411.17524507086 74814.104540752 152656.08495485826 46818.719171207224 2470.922644816862 -28322.001875981794 -5527.0397310886538 -86600.3495452036 56874.883010011137 -29862.961123110181
leaf_weight=2450546 57846 1005196 10016 18882 295 107579 1463 291 642 3907 25178 11273 69947 37803 32203 13040 8840 91900 4332 678 3156 4364 2265 36586 15811 18667 23334 4515 4128 9121
leaf_count=2450546 57846 1005196 10016 18882 295 107579 1463 291 642 3907 25178 11273 69947 37803 32203 13040 8840 91900 4332 678 3156 4364 2265 36586 15811 18667 23334 4515 4128 9121
internal_value=0 -1420.93 -11460.8 -4291.85 44031.5 -8993.97 32654.5 120870 289045 597.785 6862.88 8859.01 4105.56 28528.8 -14937.5 13832.1 5820.86 9435.31 55643.5 78861.9 145357 4139.49 27598.5 38376.6 33436.6 1350.01 16091.4 -26390.3 -2796.27 1013.23
internal_weight=0 1.20634e+06 201142 143296 12707 130589 12412 2396 933 2.86747e+06 416920 391742 315498 76244 106665 208833 132010 128103 13172 15107 3834 114931 76823 54662 52397 110567 61137 74462 111707 22161
internal_count=4073804 1206338 201142 143296 12707 130589 12412 2396 933 2867466 416920 391742 315498 76244 106665 208833 132010 128103 13172 15107 3834 114931 76823 54662 52397 110567 61137 74462 111707 22161
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=4 3 1 6 0 6 6 5 1 4 0 2 0 4 4 4 5 1 5 1 0 6 2 2 0 0 0 0 0 0
split_gain=3.47999e+14 1.17825e+15 1.46404e+15 1.40319e+15 1.06024e+15 1.01613e+15 2.44554e+15 1.62182e+15 1.46808e+15 1.12168e+15 2.94153e+15 1.6163e+15 1.65792e+15 1.19812e+15 1.34994e+15 2.47954e+15 1.07048e+15 1.08814e+15 1.06854e+15 2.00239e+15 1.28966e+15 1.27994e+15 9.87552e+14 8.94578e+14 8.94219e+14 1.13079e+15 1.11985e+15 8.07594e+14 1.40339e+15 1.25943e+15
threshold=11.500000000000002 8.5000000000000018 38.97264950000001 106.49500000000002 59.990753350000013 87.015000000000015 80.030000000000015 1.5000000000000002 38.109452700000006 9.5000000000000018 55.721784200000009 75.000000000000014 55.539595350000006 2.5000000000000004 8.5000000000000018 5.5000000000000009 1.5000000000000002 82.956351500000011 3.5000000000000004 30.330566300000005 55.018166200000003 142.05000000000004 36.000000000000007 9651.0000000000018 59.950512650000007 60.05226170000001 54.73499850000001 55.061158000000006 55.046782850000007 55.071632200000003
decision_type=2 2 2 2 2 2 2 2 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 6 9 -7 -8 11 16 12 -1 -14 15 -15 17 23 19 24 -21 22 -20 -11 26 -26 -9 28 -24 -29
right_child=1 2 -4 4 -6 7 8 18 -10 10 -12 -13 13 14 -16 -17 -18 -19 21 20 -22 -23 27 -25 25 -27 -28 29 -30 -31
leaf_value=-88521.114460962286 -4304.2359424877895 4834.0718552341559 -2810.4979708703304 62008.164371555824 -46559.556978160603 -111405.15574829144 -6687.8827326299361 70714.082119464307 29222.697645064847 2523.0568450737096 18136.408671615853 19.571945307742251 -228021.95111715712 -14948.670330991125 -24633.974798237577 51426.655916876385 6465.7953175175044 -6943.429222052313 75690.186429759124 -15051.389569446292 6939.3117249599281 13354.71255223429 -21663.810926605864 33024.921158104567 111181.09892273543 -91588.86514940139 -12140.367023817535 -174973.91355204265 107844.73763711556 -39980.059347736795
leaf_weight=3014 675655 390886 415285 6784 1037 1473 14934 2821 47895 60230 124255 1698760 257 18421 34708 8104 196915 202647 893 57737 49560 9472 15045 11442 2569 308 3868 720 886 17223
leaf_count=3014 675655 390886 415285 6784 1037 1473 14934 2821 47895 60230 124255 1698760 257 18421 34708 8104 196915 202647 893 57737 49560 9472 15045 11442 2569 308 3868 720 886 17223
internal_value=0 -1217.32 1344.97 5673.22 47613 701.731 1215.53 -6951.39 20687 696.877 4449.32 -570.397 -16107.7 -12558.2 -11653.9 5330.52 840.308 -3197.85 -5996.34 -985.508 -4893.98 -19233.1 -28111.4 7392.49 42853.9 89473.4 22802.4 -30847.8 -14461.2 -45397
internal_weight=0 1.48965e+06 813992 398707 7821 2.58416e+06 2.42158e+06 162575 62829 2.35875e+06 595489 1.76326e+06 64504 61490 61233 26525 471234 274319 161102 116863 107297 44239 34767 71672 9566 2877 6689 33874 15931 17943
internal_count=4073804 1489647 813992 398707 7821 2584157 2421582 162575 62829 2358753 595489 1763264 64504 61490 61233 26525 471234 274319 161102 116863 107297 44239 34767 71672 9566 2877 6689 33874 15931 17943
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 4 2 0 0 0 4 4 6 7 6 7 1 6 6 6 4 0 0 0 1 1 4 6 0 0
split_gain=3.62027e+14 1.75578e+15 1.96752e+15 1.87402e+15 1.41357e+15 1.29907e+15 1.29249e+15 2.48435e+15 3.14844e+15 2.57265e+15 1.86249e+15 1.93084e+15 1.80929e+15 1.35371e+15 1.37869e+15 1.33471e+15 2.07484e+15 1.23188e+15 1.22342e+15 1.07181e+15 1.29542e+15 1.08177e+15 2.70608e+15 1.9229e+15 1.94566e+15 1.78838e+15 1.49674e+15 1.49177e+15 1.23732e+15 1.22071e+15
threshold=37.488790500000007 37.682335600000009 55.988910100000005 53.888505650000006 75.000000000000014 28.500000000000004 75.000000000000014 55.622114900000007 55.721784200000009 55.812023600000011 32.500000000000007 13.500000000000002 89.00500000000001 6.0000000000000009 69.605000000000004 6.0000000000000009 37.729575300000008 96.050000000000011 67.00500000000001 37.705000000000005 32.500000000000007 55.972700350000004 58.08467765000001 55.749683450000006 37.374856000000008 37.290808600000013 18.500000000000004 74.015000000000015 55.850146250000009 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 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 17 7 15 13 10 11 -10 -11 -9 -15 -3 -17 -1 -5 -6 21 23 27 24 -21 26 28 -23 -25 -26
right_child=1 6 -4 18 19 -7 -8 8 9 12 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 25 29 -27 -28 -29 -30 -31
leaf_value=-18430.220944972505 -59254.367208804004 -864.7750299635768 -39105.990829122624 9831.421895365098 -8334.8978407360701 49701.070548014803 216.77167592175175 -25177.746369104392 -660.83689339153034 -51124.369857780141 -64208.891411996985 53967.517876808968 103532.08363497866 -53734.405347605563 -150276.30866962872 54875.6239964751 264760.87881740875 59169.047340763085 31843.732627358451 6407.7715579185333 139816.77608809774 -22102.375995854734 1134.2469818042327 55975.545596371885 -49629.813046698866 50946.664463977701 -47167.134383828226 -89316.606449775922 -17786.466555176718 101802.54981508289
leaf_weight=80643 3566 3112 7741 132572 133305 3078 3115526 20304 13886 10363 2585 12115 816 10643 1718 2831 565 2099 31189 116970 679 24894 297664 5424 8947 18137 4143 3807 3916 566
leaf_count=80643 3566 3112 7741 132572 133305 3078 3115526 20304 13886 10363 2585 12115 816 10643 1718 2831 565 2099 31189 116970 679 24894 297664 5424 8947 18137 4143 3807 3916 566
internal_value=0 430.978 10181.9 12462.1 -2061.98 -14088.7 -103.407 -12740.2 -18058 838.437 16744.6 24792.9 -39835.4 -41061.7 -67152.3 46443.1 89794.7 -16461.7 14023.8 -393.083 1789.11 1595.66 -1693.26 8384.82 2870.74 30441.7 2858.87 -31017.9 25049.2 -40620
internal_weight=0 3.36953e+06 175068 167327 704272 85820 3.19446e+06 78938 72430 39765 28586 26001 11179 32665 12361 6508 3396 82742 163761 618452 485147 484468 326365 158103 126483 31620 13483 28701 9340 9513
internal_count=4073804 3369532 175068 167327 704272 85820 3194464 78938 72430 39765 28586 26001 11179 32665 12361 6508 3396 82742 163761 618452 485147 484468 326365 158103 126483 31620 13483 28701 9340 9513
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=0 1 0 1 6 1 1 0 6 7 2 3 6 4 0 1 1 6 0 1 6 0 1 0 0 1 6 1 6 4
split_gain=3.54816e+14 1.1067e+15 1.1299e+15 9.84535e+14 5.75595e+14 5.6392e+14 2.02553e+15 1.78342e+15 8.61654e+14 8.03207e+14 6.80769e+14 6.29979e+14 5.81317e+14 5.74779e+14 5.21585e+14 1.9089e+15 1.04364e+15 1.05451e+15 9.17276e+14 1.4337e+15 8.648e+14 7.5378e+14 7.31804e+14 7.2122e+14 2.74106e+15 1.76905e+15 1.83443e+15 1.58785e+15 1.70116e+15 1.23738e+15
threshold=44.046956350000009 39.735861600000007 43.6005307 39.723160900000003 47.005000000000003 39.908802000000009 40.377616600000003 43.687280500000007 68.00500000000001 6.0000000000000009 2892.5000000000005 4.5000000000000009 39.810000000000009 16.500000000000004 45.001720900000002 38.109452700000006 37.318079750000003 90.045000000000016 45.053967500000006 39.079932600000006 101.02000000000002 44.601833250000006 41.966773150000002 47.207933300000008 47.245981600000007 39.689978950000004 82.905000000000015 38.989878900000008 87.015000000000015 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 2 3 4 -1 13 7 8 -7 10 -8 12 -12 -3 15 16 17 -2 19 -16 22 -18 -17 27 25 -25 -27 -20 -29 -30
right_child=14 5 -4 -5 -6 6 9 -9 -10 -11 11 -13 -14 -15 18 20 21 -19 23 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-6280.8463368515959 24884.774320348079 -24924.968047640163 7178.9076675915294 96952.21505937395 56226.84916251828 25732.33089249831 -59413.445209118865 333806.2882186026 103285.79126547927 -20356.851170850103 -13299.062671459953 -9001.4293489620995 22327.780122798042 41424.775909499178 15137.503127192567 -25881.117022004197 22036.668038673659 153984.46632724637 6156.509876740045 -7904.6826808024198 -108858.71611423563 -5848.4974422660525 2266.1265268848961 1802.868414824439 -247.96323064618079 27220.754105885149 100233.80217877658 -8672.5222313622453 -75537.809770543754 46917.669158929159
leaf_weight=2667 9470 12494 14069 3209 3291 7534 1612 212 1769 17990 5674 16398 23752 1458 91291 39182 11777 678 82175 38345 1100 54805 12086 28989 3378038 33278 3838 169598 6070 955
leaf_count=2667 9470 12494 14069 3209 3291 7534 1612 212 1769 17990 5674 16398 23752 1458 91291 39182 11777 678 82175 38345 1100 54805 12086 28989 3378038 33278 3838 169598 6070 955
internal_value=0 5547.31 24979 52297.5 28246.3 468.007 3904.64 47014.9 40479.4 -2364.95 4458.44 6705.33 15458.1 -17991.3 -157.008 -6408.86 3636.9 33510.1 53.582 8321.86 -21128 -916.179 -19245.6 -235.882 146.679 20313.3 34770.7 -5327.09 -10669.9 -58890.8
internal_weight=0 112129 23236 9167 5958 88893 74941 9515 9303 65426 47436 45824 29426 13952 3.96168e+06 129098 76730 10148 3.83258e+06 129636 52368 66582 51268 3.70294e+06 3.44414e+06 66105 37116 258798 176623 7025
internal_count=4073804 112129 23236 9167 5958 88893 74941 9515 9303 65426 47436 45824 29426 13952 3961675 129098 76730 10148 3832577 129636 52368 66582 51268 3702941 3444143 66105 37116 258798 176623 7025
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=5 0 1 7 6 0 4 2 0 4 0 6 1 1 6 1 6 0 5 6 1 0 0 0 0 6 1 2 0 0
split_gain=3.48151e+14 8.65143e+14 8.56346e+14 9.70132e+14 8.01758e+14 8.73082e+14 1.02187e+15 8.49205e+14 1.0208e+15 1.10612e+15 1.39928e+15 1.0597e+15 1.04864e+15 1.14055e+15 8.7297e+14 6.87578e+14 1.13227e+15 8.566e+14 7.20283e+14 8.86911e+14 7.12834e+14 1.31972e+15 1.22006e+15 1.05138e+15 1.01018e+15 8.90134e+14 7.44898e+14 1.28136e+15 7.50487e+14 7.94396e+14
threshold=2.5000000000000004 43.687280500000007 40.965343750000009 6.0000000000000009 57.995000000000012 43.550475500000012 9.5000000000000018 2865.5000000000005 59.91832440000001 6.5000000000000009 59.982409200000006 66.50500000000001 30.226173900000003 30.157841000000001 95.045000000000016 30.303340300000002 138.05000000000004 54.707511300000007 3.5000000000000004 108.05000000000001 30.345769800000003 59.882709350000006 59.950512650000007 59.848366150000011 59.939085000000013 77.565000000000012 36.555998300000006 2200.0000000000005 45.00849250000001 45.029425500000009
decision_type=2 2 2 2 2 2 2 2 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 7 8 14 12 11 -11 13 -10 -7 16 18 -18 19 -3 21 23 24 -17 -23 -24 27 -22 -28 -30
right_child=1 15 3 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 26 22 25 -25 -26 -27 28 -29 29 -31
leaf_value=-251.46993134188631 41870.554671035177 -17563.513817966192 17160.636685965888 -38887.91172122227 -20618.416200846874 1758.4585431763965 2181.7465989523093 20775.215589960229 31098.142117014238 27378.108277126077 -31585.907590986062 139697.51562492349 -26022.451726792271 309942.48376796092 -72834.246805312519 20332.397312640842 323248.19495337707 48230.751429278054 -54253.515518808403 49226.694398543688 -92885.984457662867 -8386.8325588388761 -10302.167567262019 136882.50050394158 -118784.99961800767 62517.857048893726 -16548.759907697207 -10560.732433470837 25681.785740948664 -1058.1796676366139
leaf_weight=2524223 8765 30057 12394 4113 14191 56200 434894 61814 558 1319 1062 2313 3321 199 1614 1577 124 1307 4913 2129 1967 6693 2677 1520 946 4501 30966 48689 11267 797491
leaf_count=2524223 8765 30057 12394 4113 14191 56200 434894 61814 558 1319 1062 2313 3321 199 1614 1577 124 1307 4913 2129 1967 6693 2677 1520 946 4501 30966 48689 11267 797491
internal_value=0 -1651.31 16608.8 3195.19 517.533 3878.89 4496.05 12334.6 4498.99 36285.8 69383.9 98907.5 -1811.98 104401 -323.954 -2138.7 -15222.7 72061.8 -18589.5 -13145.6 -1583.68 18166.6 5757.6 77534.9 -22058.3 35360 -1981.04 -13757.5 -1270.63 -685.659
internal_weight=0 972096 25272 16507 3.10171e+06 577485 563294 128400 66586 8772 4694 3632 4078 757 57814 946824 38530 1431 37099 32186 908294 17914 14817 3097 7639 7178 890380 50656 839724 808758
internal_count=4073804 972096 25272 16507 3101708 577485 563294 128400 66586 8772 4694 3632 4078 757 57814 946824 38530 1431 37099 32186 908294 17914 14817 3097 7639 7178 890380 50656 839724 808758
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 6 5 4 5 0 0 0 0 6 1 0 0 6 0 6 1 1 6 0 4 0 6 1 1 0 1 6 0 6
split_gain=3.29178e+14 3.22584e+14 1.32073e+15 5.95535e+14 3.65418e+14 7.78211e+14 1.93302e+15 1.4693e+15 2.16859e+15 1.46316e+15 1.59856e+15 1.31087e+15 1.30612e+15 1.28245e+15 1.82536e+15 1.14841e+15 9.38625e+14 1.23769e+15 8.26369e+14 7.92785e+14 7.92569e+14 8.56862e+14 6.38542e+14 6.26934e+14 1.44584e+15 2.0895e+15 2.03496e+15 1.95408e+15 1.62401e+15 2.56939e+15
threshold=14624.000000000002 21.020000000000003 1.5000000000000002 12.500000000000002 2.5000000000000004 56.342669500000007 56.288960650000007 56.791379400000004 56.850115550000005 89.00500000000001 43.932356550000009 56.067362750000008 56.309668500000008 94.02500000000002 56.818587550000011 92.02500000000002 60.636764050000004 60.571186450000006 142.05000000000004 55.988910100000005 21.500000000000004 56.115175650000005 88.00500000000001 39.763755750000009 49.030112300000006 44.249882500000005 49.176406850000006 78.010000000000005 55.173955500000005 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 -1 -4 -3 6 11 15 13 -8 -11 19 -12 -9 -15 -7 17 -16 20 23 21 22 -13 -6 25 -25 27 -26 -28 -30
right_child=-2 4 3 -5 5 7 9 8 -10 10 12 18 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-17367.885034137722 90711.857200439452 606.36670742528065 28103.257787930601 139728.6877670039 3154.7291604750008 -21308.364471202432 19854.364116624303 12173.304933505146 -7365.3223653362429 -35774.599886866978 20463.257148763514 -37450.434883370901 187003.13868158145 -8339.8993168254565 18644.361137744992 -85254.808205819179 -11754.39366428151 172570.44333806614 -168633.78933410646 23039.267681787082 -118232.94867642847 -6497.4392726191109 -134204.23667642396 5192.4027643744048 3388.059825606354 -30948.956864873733 1069.7437100306206 78308.219956566129 -11882.327548562876 -94820.107463165987
leaf_weight=29051 400 3070097 3605 551 288948 21697 9692 16522 188310 672 659 5387 1650 1951 688 3226 510 2170 384 14765 808 17949 781 26755 7772 39783 266830 6306 41783 4102
leaf_count=29051 400 3070097 3605 551 288948 21697 9692 16522 188310 672 659 5387 1650 1951 688 3226 510 2170 384 14765 808 17949 781 26755 7772 39783 266830 6306 41783 4102
internal_value=0 -8.90772 -9824.79 42902.5 71.7705 -1620.08 -18.3407 -6628.37 -3905.75 38698.7 99966.4 -697.594 139472 25922.2 68629.3 -29585.5 113216 135516 -23053.8 114.139 -20811 -17547 -49701.5 -381.977 -2980.1 -16416.5 -244.338 36947.3 -1918.65 -19296.7
internal_weight=0 4.0734e+06 33207 4156 4.0402e+06 970100 735026 235074 210151 12673 2981 722353 2309 21841 5319 24923 3368 2858 25309 697044 24925 24117 6168 682279 393331 66538 326793 14078 312715 45885
internal_count=4073804 4073404 33207 4156 4040197 970100 735026 235074 210151 12673 2981 722353 2309 21841 5319 24923 3368 2858 25309 697044 24925 24117 6168 682279 393331 66538 326793 14078 312715 45885
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=4 7 1 1 0 2 6 6 2 0 1 1 0 0 4 1 4 5 1 2 0 6 4 1 6 2 6 0 0 1
split_gain=3.14763e+14 1.48652e+15 1.74258e+15 1.66136e+15 2.18064e+15 1.6184e+15 1.59174e+15 1.45863e+15 1.25551e+15 1.4825e+15 1.36548e+15 1.43816e+15 3.06305e+15 1.36771e+15 1.202e+15 1.12916e+15 1.47022e+15 1.22016e+15 1.20076e+15 1.56219e+15 1.08186e+15 1.29446e+15 9.93566e+14 1.05329e+15 9.83657e+14 9.83434e+14 9.78518e+14 9.23731e+14 1.31133e+15 8.81726e+14
threshold=15.500000000000002 6.0000000000000009 37.897576350000001 37.401708450000008 55.520061350000013 2691.5000000000005 73.00500000000001 73.995000000000019 75.000000000000014 55.539595350000006 37.488790500000007 37.586700500000006 55.806294650000005 55.667390500000003 2.5000000000000004 38.965413050000002 21.500000000000004 2.5000000000000004 39.703507450000011 2882.5000000000005 55.685785750000008 128.05000000000004 17.500000000000004 37.543519500000009 82.905000000000015 75.000000000000014 64.805000000000021 55.050541250000002 54.988402950000008 37.343102500000008
decision_type=2 2 2 2 2 2 2 2 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 25 -5 6 -4 22 9 -1 -11 12 13 -12 -13 16 -7 -18 26 24 -16 -22 -6 -24 -20 -2 -17 28 -21 -27
right_child=1 -3 5 4 7 15 -8 -9 -10 10 11 14 -14 -15 20 18 17 -19 19 27 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-50681.22632837019 -27787.24904863767 -5110.5533197823206 -10311.909057277275 -13485.964231317876 8902.8806619428415 9308.3316900112786 -56340.532261388878 52857.000360302351 1010.713020262279 -23491.622110215645 7218.3386110740703 -283260.56674341072 -31009.992071047596 64252.242720143258 -29895.310633649846 -3265.7999980734389 41546.302353155363 157781.54402605857 21041.007914265756 -1586.4281853855309 618.64856926371885 -420782.78540239728 60052.064742593095 18158.599737331104 82311.007991460647 1831.2111366955316 -23571.924342725877 -5608.6173719211183 25309.952567071221 38872.492876588207
leaf_weight=7981 10554 557996 44577 16951 37773 17809 9036 16141 2780547 33686 6710 158 8132 11261 15879 88986 3368 1234 16555 45084 50679 73 9855 15348 3113 100137 32361 94637 30316 6867
leaf_count=7981 10554 557996 44577 16951 37773 17809 9036 16141 2780547 33686 6710 158 8132 11261 15879 88986 3368 1234 16555 45084 50679 73 9855 15348 3113 100137 32361 94637 30316 6867
internal_value=0 -1394.23 2057.89 9307.89 19063.2 -1943.36 -18069.6 26036.9 554.178 -8879.72 -6244.05 10.5374 19913.7 42957 -7768.16 649.368 22328.4 72714.1 -912.588 4056.61 -7114.89 12.5187 19162.9 34540 30738.7 1335.87 -8681.07 970.326 9227.77 4208.34
internal_weight=0 1.1587e+06 600702 213626 96068 387076 53613 79117 2.91511e+06 134559 126578 92892 26103 17971 66789 333463 22411 4602 311052 189705 66631 50752 62976 25203 19668 117558 121347 170037 75400 107004
internal_count=4073804 1158698 600702 213626 96068 387076 53613 79117 2915106 134559 126578 92892 26103 17971 66789 333463 22411 4602 311052 189705 66631 50752 62976 25203 19668 117558 121347 170037 75400 107004
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 6 1 6 4 0 3 6 6 2 0 0 6 1 1 6 4 1 1 1 6 7 1 0 1
split_gain=2.94525e+14 2.83963e+15 2.3118e+15 1.64896e+15 2.56213e+15 2.42564e+15 2.53513e+15 2.25624e+15 1.70815e+15 1.3839e+15 1.37719e+15 1.5009e+15 1.25243e+15 1.05145e+15 8.79448e+14 1.50413e+15 3.17779e+15 1.52983e+15 1.52405e+15 1.61935e+15 1.50339e+15 1.36542e+15 1.54167e+15 2.46974e+15 1.12824e+15 1.11737e+15 2.74767e+15 1.39075e+15 8.90482e+14 1.2624e+15
threshold=82.941727000000014 82.901648750000021 54.988402950000008 55.046782850000007 82.92647190000001 82.918694400000007 138.05000000000004 82.918694400000007 103.03500000000001 6.5000000000000009 55.055052800000006 18.500000000000004 63.005000000000003 65.410000000000011 4829.0000000000009 56.791379400000004 56.858606850000008 99.050000000000011 60.636764050000004 60.571186450000006 64.805000000000021 18.500000000000004 82.825258850000026 61.511492200000006 61.29689960000001 138.05000000000004 6.0000000000000009 82.648284550000014 55.034466500000008 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 10 -4 -8 11 -5 -6 -12 -1 21 18 24 19 -17 -21 22 23 -16 -18 27 -27 -25 -24 -30
right_child=-2 2 3 7 12 6 9 -9 -10 -11 13 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 28 25 -26 26 -28 -29 29 -31
leaf_value=726.79086145883366 -1775.2328692299759 -13733.969398051484 34530.818263135799 20870.545924982944 49195.236827691202 -9354.9054072747294 -308370.85771802324 -10620.543743136453 159833.04323247189 183427.86322206442 37737.585353091352 -114335.16071398245 113129.25627751365 103306.61987681365 -4875.4756868344666 5673.5912775828619 -2209.8625890432218 -85179.833852055541 -5856.6298991757312 26585.529206224084 70131.063306162294 -31448.73370467058 2932.8477092919129 -43289.131228008009 -52137.721839986705 -248083.99486387521 307224.46204304247 -4845.5749990100794 172642.17852832828 25941.061346298524
leaf_weight=2579866 760178 19020 15170 5471 6937 7357 430 21646 1172 66 7709 966 5488 3582 318042 19428 126475 2363 16512 22882 12132 21282 40808 25098 4694 559 106 15055 615 12695
leaf_count=2579866 760178 19020 15170 5471 6937 7357 430 21646 1172 66 7709 966 5488 3582 318042 19428 126475 2363 16512 22882 12132 21282 40808 25098 4694 559 106 15055 615 12695
internal_value=0 407.256 17445.3 25248.9 40523.2 21568.1 -24107.6 11043 43517.1 -242930 37494.3 580.238 77434.3 58539 -95.71 -3417.75 3653.92 -5433.21 20755.4 28826.8 41673.6 -6747.69 -5474.77 -7847.46 -3996.58 -31004.3 -159569 -28875.1 10258.7 32719.5
internal_weight=0 3.31363e+06 95014 75994 36620 24195 7853 39374 16342 496 17728 6437 12425 11291 3.21861e+06 638746 204486 133532 70954 54442 35014 434260 412978 358860 131169 40818 665 40153 54118 13310
internal_count=4073804 3313626 95014 75994 36620 24195 7853 39374 16342 496 17728 6437 12425 11291 3218612 638746 204486 133532 70954 54442 35014 434260 412978 358860 131169 40818 665 40153 54118 13310
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=2 4 0 7 0 4 2 6 1 0 4 2 2 4 0 4 1 4 2 0 1 4 1 1 1 2 4 4 3 6
split_gain=2.92437e+14 2.89228e+14 1.21385e+15 1.37568e+15 1.1178e+15 9.03599e+14 1.61412e+15 1.1438e+15 7.92188e+14 7.21611e+14 6.68602e+14 6.61204e+14 1.73358e+15 8.75334e+14 2.58771e+15 1.94392e+15 9.13571e+14 8.15489e+14 1.04202e+15 7.04142e+14 6.78328e+14 8.12655e+14 6.60607e+14 2.84475e+15 1.52204e+15 2.95636e+15 1.36796e+15 1.23019e+15 1.14097e+15 1.11506e+15
threshold=14624.000000000002 24.500000000000004 55.791814000000009 6.0000000000000009 55.743464250000009 25.500000000000004 75.000000000000014 85.020000000000024 37.401708450000008 55.721784200000009 32.500000000000007 75.000000000000014 915.50000000000011 28.500000000000004 55.850146250000009 32.500000000000007 37.702956500000006 26.500000000000004 3338.0000000000005 55.81943720000001 37.488790500000007 26.500000000000004 30.345769800000003 30.315889700000003 36.555998300000006 2200.0000000000005 21.500000000000004 5.5000000000000009 6.5000000000000009 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 9 6 8 -8 -5 -3 -11 13 -13 14 16 -15 20 -14 -19 -18 -7 -22 23 26 25 -24 -1 -27 -25 -30
right_child=-2 2 3 5 -6 11 7 -9 -10 10 -12 12 17 15 -16 -17 19 18 -20 -21 21 -23 24 28 -26 27 -28 -29 29 -31
leaf_value=-2919.0407081632038 85499.713079101566 1912.4838079106701 3742.8912590646828 -167792.60684894177 34127.353634985098 -176021.42904872011 -19332.117989248392 -84198.819515196927 -45188.660567023646 -7515.0129582299851 -102314.57792109034 163393.75000149041 29496.425866338413 82295.125446714272 99464.469179360705 -37052.326107575886 98037.637002840915 -74397.356245008792 2450.8265412282681 -328863.88680993696 -82829.522224553089 186351.27892992424 -66685.919240369229 15112.053265582101 372.64231493561397 7379.3019785724946 27617.946718905034 -10755.243869036685 33773.629830038248 92320.830086237591
leaf_weight=159745 400 102804 40204 1179 10896 669 39366 2920 953 1767 1285 688 6056 1819 635 5465 44 2400 6663 317 746 132 8384 25655 3424635 50564 16153 143769 13171 4320
leaf_count=159745 400 102804 40204 1179 10896 669 39366 2920 953 1767 1285 688 6056 1819 635 5465 44 2400 6663 317 746 132 8384 25655 3424635 50564 16153 143769 13171 4320
internal_value=0 -8.3959 -3476.94 -11001.7 3629.14 -19463.9 -28091.8 -23811.4 -112989 489.889 -47429 -4513.6 8149.65 -24882.8 -75394 -7248.23 -133589 1085.16 -17899.6 -276832 -100162 -42360.4 196.312 5529.34 -125.732 -8545.11 -114.779 -6036.77 28539.3 48233.9
internal_weight=0 4.0734e+06 227008 110256 116752 70052 44418 42286 2132 105856 3052 25634 15807 9827 2543 7284 1908 15119 9063 361 1547 878 3.8464e+06 219044 3.62735e+06 202717 175898 194333 43146 17491
internal_count=4073804 4073404 227008 110256 116752 70052 44418 42286 2132 105856 3052 25634 15807 9827 2543 7284 1908 15119 9063 361 1547 878 3846396 219044 3627352 202717 175898 194333 43146 17491
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=5 6 6 1 6 5 0 2 0 4 2 1 6 0 5 6 0 1 1 4 3 1 7 0 2 0 1 0 1 6
split_gain=2.9037e+14 6.72391e+14 6.18534e+14 6.13556e+14 4.82009e+14 6.50114e+14 5.21957e+14 4.00442e+14 4.24451e+14 4.89555e+14 3.98314e+14 4.49624e+14 4.03734e+14 3.80737e+14 4.98556e+14 3.63368e+14 4.40771e+14 3.29828e+14 3.24176e+14 3.23702e+14 1.01533e+15 1.21839e+15 1.53348e+15 1.22612e+15 2.65313e+15 2.48997e+15 2.13388e+15 1.44543e+15 1.63128e+15 1.42628e+15
threshold=4.5000000000000009 189.00000000000003 247.90000000000001 36.555998300000006 189.00000000000003 1.5000000000000002 45.015054600000006 8299.5000000000018 45.036141150000006 18.500000000000004 915.50000000000011 37.897576350000001 98.020000000000024 45.177967300000006 2.5000000000000004 247.90000000000001 59.864072000000007 37.873748150000004 37.978059650000013 11.500000000000002 2.5000000000000004 37.873748150000004 6.0000000000000009 55.046782850000007 1250.5000000000002 54.988402950000008 38.109452700000006 54.916864950000011 55.90712030000001 72.50500000000001
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=2 10 4 -4 19 -6 -7 8 -3 15 11 -2 -12 -5 18 -10 -17 -16 -15 -1 -21 22 -22 24 26 27 -23 28 -26 -29
right_child=1 7 3 13 5 6 -8 -9 9 -11 12 -13 -14 14 17 16 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=735.29992960752509 65064.800019155235 -40378.160016356756 -233210.88390625 28393.243488339649 -265128.07596396172 -61260.164348011363 89486.480555470538 -24565.646443621674 31544.344320761855 281247.03082449775 2566.7435819286584 -79718.658184281492 -42468.748663725884 -154768.92883864182 95958.125065104163 177202.6127805594 -199379.97306985295 -181095.56830983234 3872.8893419732908 -9114.1194381013229 8840.1402845884277 62402.396612905257 -1766.5041745739834 -7160.2165784746285 -2770.628035952624 19467.286216426026 384338.04634405347 -11771.582598572139 20517.156350827034 -61442.018768193077
leaf_weight=2569924 896 363 175 602 62 275 1394 901 991 112 2676 282 7772 156 48 362 34 410 739 143497 264570 617 281168 352614 312436 59238 309 30779 33284 7118
leaf_count=2569924 896 363 175 602 62 275 1394 901 991 112 2676 282 7772 156 48 362 34 410 739 143497 264570 617 281168 352614 312436 59238 309 30779 33284 7118
internal_value=0 -14180.5 50.2643 -53823.6 78.547 52836.3 64648.1 30162 56644.1 80139.1 -24718.8 30405.3 -30934 -37765.9 -67202.6 63899.7 144870 -152059 -23778.6 56.0289 -1119.01 -264.197 3375.52 -2758.35 739.223 385.658 169830 -2560.92 -528.61 -21100.9
internal_weight=0 14389 4.05942e+06 2130 4.05728e+06 1731 1669 2763 1862 1499 11626 1178 10448 1955 1353 1387 396 458 895 4.05555e+06 1.48563e+06 1.34213e+06 545738 796395 443781 442855 926 383617 345720 37897
internal_count=4073804 14389 4059415 2130 4057285 1731 1669 2763 1862 1499 11626 1178 10448 1955 1353 1387 396 458 895 4055554 1485630 1342133 545738 796395 443781 442855 926 383617 345720 37897
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=6 1 6 5 5 1 0 0 1 1 0 4 2 6 1 0 0 6 0 0 3 1 0 0 4 4 4 6 5 1
split_gain=2.88763e+14 4.40701e+14 4.74072e+14 6.13166e+14 3.87028e+14 5.97777e+14 9.71282e+14 1.57566e+15 9.62422e+14 1.30598e+15 9.41131e+14 7.71723e+14 7.5726e+14 7.38222e+14 7.37893e+14 1.52599e+15 9.96426e+14 8.21634e+14 6.25383e+14 5.96212e+14 6.11697e+14 5.85009e+14 8.02163e+14 7.61389e+14 6.20609e+14 5.75611e+14 1.32065e+15 1.09722e+15 1.35241e+15 3.29806e+15
threshold=31.005000000000006 37.843405600000004 15.450000000000001 2.5000000000000004 2.5000000000000004 82.956351500000011 54.94110555000001 54.810424650000009 65.493200550000012 61.438154000000004 54.188398350000007 9.5000000000000018 6082.0000000000009 54.710000000000008 65.593879100000024 55.071632200000003 60.753246850000004 41.365000000000002 53.888505650000006 43.687280500000007 4.5000000000000009 82.92647190000001 55.043091000000011 55.055052800000006 16.500000000000004 11.500000000000002 9.5000000000000018 39.025000000000013 1.5000000000000002 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 11 9 25 -10 18 -11 -9 -12 21 17 -17 -7 20 -6 23 -23 24 -16 26 27 -2 29 -29
right_child=4 -3 -4 -5 19 6 -8 13 10 12 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=11321.56303805863 -4144.712687638108 -1273.8628895838699 -13282.287533567833 182283.89899052773 27070.963570759573 -247.09791285705683 -4439.2858673117653 24532.600946652863 -49378.749639692454 -12581.588104274308 20662.723523073753 17288.389633135463 -54583.931923028256 77655.864907077092 11140.330748836972 4799.5725938040132 47018.46216227179 -23506.444858794581 -28845.642953534363 -1899.6691072706562 -4517.9290372345231 38131.594067375896 2918.4680196282352 37630.75749581313 -8815.3297404557907 -608.96354318667738 10331.138924675086 59015.616378141451 1303.8441321195455 6962.9767379011537
leaf_weight=906 274141 229961 47665 273 14494 51988 408080 11021 2804 24637 42321 22298 5198 3430 48737 16267 2947 27745 8965 944731 10623 17212 10365 7815 22910 971775 189299 13855 541116 100225
leaf_count=906 274141 229961 47665 273 14494 51988 408080 11021 2804 24637 42321 22298 5198 3430 48737 16267 2947 27745 8965 944731 10623 17212 10365 7815 22910 971775 189299 13855 541116 100225
internal_value=0 -3106.18 -11732.9 50908.3 228.2 819.893 -2295.06 6660.89 1499.17 874.908 8146.24 1369.94 -19899.4 37141.6 8967.86 5753.93 -9275.08 -13044.4 -4453.39 -1495.39 13710.7 12347.3 24896.5 7992.14 4759.27 1171.41 2718.04 1167.31 3389.91 13284.8
internal_weight=0 278805 48844 1179 3.795e+06 2.82515e+06 505782 97702 2.31937e+06 2.12025e+06 199123 83251 29835 14451 196319 153998 46959 44012 60953 969848 25117 107039 27577 79462 71647 2.09041e+06 1.11864e+06 929337 655196 114080
internal_count=4073804 278805 48844 1179 3794999 2825151 505782 97702 2319369 2120246 199123 83251 29835 14451 196319 153998 46959 44012 60953 969848 25117 107039 27577 79462 71647 2090411 1118636 929337 655196 114080
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 0 6 4 1 0 6 1 2 0 2 1 0 0 0 1 6 6 6 0 1 1 0 6
split_gain=2.89577e+14 2.50824e+15 1.11816e+15 1.39905e+15 7.64536e+14 1.08486e+15 1.13537e+15 8.56074e+14 7.6418e+14 6.89171e+14 7.35188e+14 5.8295e+14 5.91857e+14 5.35671e+14 5.69097e+14 6.53902e+14 4.11156e+14 4.04488e+14 1.13458e+15 1.51039e+15 1.89262e+15 1.9182e+15 1.96957e+15 1.11118e+15 9.51757e+14 8.03235e+14 7.22976e+14 6.80865e+14 1.44899e+15 9.67097e+14
threshold=91.292296250000007 86.169282750000022 56.105603650000006 58.010305850000002 9236.5000000000018 52.516286950000008 53.506098950000009 51.707269950000004 62.375000000000007 11.500000000000002 92.948588300000011 55.988910100000005 63.140000000000008 83.971434050000013 10180.500000000002 55.462387050000011 6680.0000000000009 83.015546400000019 55.050541250000002 54.810424650000009 54.86311005000001 83.086354900000018 70.00500000000001 99.050000000000011 61.425000000000004 53.379556850000007 83.117716000000016 82.991167100000027 55.007293000000011 94.02500000000002
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 13 4 -4 5 8 -7 -6 -2 10 11 -8 -13 17 15 16 -15 27 19 23 21 -21 -23 25 -22 -19 -24 -1 -29 -30
right_child=2 -3 3 -5 7 6 9 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 24 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=235.92608793005817 24230.580464250477 -43333.39623112831 -31230.713902261388 22362.39377387744 -62975.640437725073 -33069.874092063685 11462.520736750112 -504.76665056887589 75270.542274543768 -3758.4521663643363 -7546.3740447689243 25437.270893448105 63928.883488803964 -4176.3224684843217 38190.785571333683 -77098.555943992862 -32807.846622949321 8778.9384723768599 -44895.258658048369 20606.877645979257 8662.1118451105194 128980.08251597009 539369.34496719611 -77226.791496760372 46918.34809068621 -16599.929444577381 125372.20176846591 28665.598035950494 -7299.6561198400013 -130523.87798225987
leaf_weight=3580180 12053 13411 16599 6894 2385 6204 18128 27333 3877 20259 8894 14144 5567 14871 1915 1762 7568 38050 4171 1595 30740 1306 181 1903 8248 18551 55 11606 194715 639
leaf_count=3580180 12053 13411 16599 6894 2385 6204 18128 27333 3877 20259 8894 14144 5567 14871 1915 1762 7568 38050 4171 1595 30740 1306 181 1903 8248 18551 55 11606 194715 639
internal_value=0 -160.422 4430.98 -15503.9 8371.69 13003.2 7856.22 -5518.33 36652.5 11646.3 18324.4 24405.2 36308.5 -12.6463 -14286.6 -18439.1 -13832.9 83.1357 6211.51 8329.84 22767.8 97493.6 177023 -2066 16755.3 461.005 442887 -86.4522 -5663.24 -7702.72
internal_weight=0 3.93147e+06 142337 23493 118844 89126 73196 29718 15930 66992 46733 37839 19711 3.91806e+06 26116 24201 22439 3.89194e+06 104800 100629 42125 3137 1542 58504 38988 56601 236 3.78714e+06 206960 195354
internal_count=4073804 3931467 142337 23493 118844 89126 73196 29718 15930 66992 46733 37839 19711 3918056 26116 24201 22439 3891940 104800 100629 42125 3137 1542 58504 38988 56601 236 3787140 206960 195354
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=1 2 1 0 6 0 1 1 4 4 3 0 1 1 6 2 0 0 1 1 4 0 4 4 1 0 0 1 1 0
split_gain=2.64082e+14 1.98443e+15 1.04567e+15 1.15438e+15 1.16775e+15 8.82538e+14 8.45417e+14 8.12601e+14 1.1005e+15 7.92401e+14 1.57636e+15 1.05215e+15 1.02429e+15 1.87421e+15 1.7577e+15 1.44046e+15 1.86061e+15 2.71041e+15 1.78611e+15 1.71939e+15 1.35843e+15 1.31125e+15 1.64656e+15 1.67131e+15 1.5972e+15 1.09703e+15 1.61853e+15 1.55559e+15 1.67132e+15 1.6119e+15
threshold=37.131181300000009 2632.5000000000005 36.049731800000011 55.696737300000009 90.045000000000016 44.878071950000013 33.882313700000005 36.865631950000008 6.5000000000000009 5.5000000000000009 2.5000000000000004 60.064438250000002 30.362494150000003 30.315889700000003 69.605000000000004 3338.0000000000005 59.825842200000004 59.950512650000007 30.410676000000006 30.472130500000002 12.500000000000002 59.898927250000007 19.500000000000004 25.500000000000004 30.438492500000006 59.91832440000001 60.01610465000001 30.157841000000001 30.277905650000005 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 -7 -11 12 13 25 -15 16 -14 19 20 21 -19 -18 24 -24 -23 27 -27 29 -29 -12
right_child=-2 5 3 4 -6 9 -8 8 -10 10 11 -13 15 14 -16 -17 17 18 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-65567.412639147908 305.8804151803194 23097.342367170681 1344.9681101890008 -50984.928753043561 -145400.81731794475 7681.2021940866507 141105.00554586292 28029.305914413319 -38546.517507109747 -18273.19239921249 5293.7424059538953 -27125.601732591331 -43819.625496832188 12335.616050202318 58321.663986870844 10952.753529051879 3333.3617246577228 -58383.07353014058 -48249.789375675828 -25410.736240513361 9579.8163093986313 96915.100623501552 -35199.348178035194 92326.386661490484 16157.396781447513 21256.749931180326 -9193.2210962874215 -50501.643067822879 6829.26703695574 -204521.79621727197
leaf_weight=5043 3559983 2622 17838 8634 895 92252 790 4443 5628 55183 35223 13664 15341 31431 11300 38719 17948 3675 18081 10002 14725 6421 3967 1387 3959 42022 29860 14594 7804 370
leaf_count=5043 3559983 2622 17838 8634 895 92252 790 4443 5628 55183 35223 13664 15341 31431 11300 38719 17948 3675 18081 10002 14725 6421 3967 1387 3959 42022 29860 14594 7804 370
internal_value=0 -2119.28 -22819.8 -17061.6 -33813.4 -253.577 50420.3 -28474.2 -9175.41 -623.077 -2662.3 25.611 1234.73 6329.87 24496.4 -5317.25 -11913.3 -5807.4 -25928.6 10996 -3994.29 21807.1 42880.4 -2162.7 66113.6 352.688 8607.74 -9879.76 -30526.2 3112.65
internal_weight=0 513821 42481 37438 19600 471340 3412 18705 10071 467928 375676 320493 306829 172604 42731 134225 95506 80165 36481 43684 18400 33682 15734 5354 10380 129873 71882 57991 22398 35593
internal_count=4073804 513821 42481 37438 19600 471340 3412 18705 10071 467928 375676 320493 306829 172604 42731 134225 95506 80165 36481 43684 18400 33682 15734 5354 10380 129873 71882 57991 22398 35593
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 7 1 1 0 1 6 6 6 4 1 0 6 6 4 1 1 6 6 1 1 5 1 6
split_gain=2.76209e+14 1.35316e+15 1.31245e+15 2.20323e+15 1.20056e+15 3.87969e+15 1.84111e+15 2.8354e+15 1.32133e+15 1.02003e+15 1.96392e+15 9.85216e+14 9.87062e+14 9.58697e+14 8.94468e+14 8.27406e+14 8.19109e+14 2.73498e+15 2.09684e+15 1.18298e+15 1.8006e+15 1.559e+15 1.37707e+15 1.22569e+15 1.09481e+15 1.06761e+15 1.00139e+15 8.86052e+14 8.31749e+14 8.18578e+14
threshold=54.973017600000006 54.944948950000004 55.007293000000011 82.956351500000011 1696.0000000000002 38.011626600000007 38.247071200000008 6.0000000000000009 38.066230450000006 82.981285100000022 54.992080650000005 34.382014200000008 87.395000000000024 189.00000000000003 88.00500000000001 15.500000000000002 82.981285100000022 55.043091000000011 74.615000000000009 112.00500000000001 6.5000000000000009 82.93515810000001 82.92647190000001 130.05000000000004 138.05000000000004 82.895858600000011 82.886781200000016 1.5000000000000002 82.941727000000014 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 4 3 14 5 -1 7 -7 -9 10 -5 -3 -13 15 -2 -11 17 18 26 25 22 23 24 -22 -21 -20 -4 -27 -29 -6
right_child=2 11 16 9 29 6 -8 8 -10 13 -12 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-76556.468885261333 4418.5515265974382 81753.652907006326 -20506.946633923384 161521.12572917857 -4767.6814589568467 34683.639194572999 -18632.319399579988 -74217.129301757814 343813.98548741412 33861.154973868623 40934.654406470174 -11506.536371215858 -82985.708399926167 231895.7261863426 -44757.046969470619 -9432.5813714052474 -4461.5368273841968 259.64753742304151 -41111.207963717054 194126.82583607457 38898.656133484212 -21915.861495206165 149094.8282061239 234494.0738630775 -270888.89695778146 448253.34230587119 17124.6697791027 107167.13365092143 45852.644229498677 1349.6676731376203
leaf_weight=8234 47387 1113 8221 1641 274650 3396 6029 90 473 13894 7632 105327 1968 216 4012 6470 325803 2118549 748 57 756 1778 127 556 453 66 50561 5089 3914 1074594
leaf_count=8234 47387 1113 8221 1641 274650 3396 6029 90 473 13894 7632 105327 1968 216 4012 6470 325803 2118549 748 57 756 1778 127 556 453 66 50561 5089 3914 1074594
internal_value=0 -1092.47 620.626 13129.7 -239.91 -25736.5 16159 69141.2 276988 34736.8 62274.3 -11846.7 -12817.6 22328.8 580.101 20106 216.765 912.471 20034.8 55506.6 7541.53 39100.2 -145545 121788 -218917 73716.4 11861.7 83187.3 80511 104.43
internal_weight=0 1.47587e+06 2.59793e+06 81252 1.36747e+06 18222 9988 3959 563 29853 9273 108408 107295 20580 51399 20364 2.51668e+06 2.19088e+06 72326 13544 3727 3090 637 1312 510 9817 58782 9069 9003 1.34924e+06
internal_count=4073804 1475874 2597930 81252 1367466 18222 9988 3959 563 29853 9273 108408 107295 20580 51399 20364 2516678 2190875 72326 13544 3727 3090 637 1312 510 9817 58782 9069 9003 1349244
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 0 6 4 1 0 6 1 1 2 0 1 0 1 6 2 1 0 0 0 6 6 0 1
split_gain=2.58356e+14 2.0123e+15 8.83821e+14 1.13493e+15 6.38816e+14 8.57566e+14 9.34911e+14 6.9384e+14 6.23496e+14 5.51048e+14 5.75035e+14 4.83202e+14 5.56536e+14 4.48688e+14 4.15192e+14 4.63773e+14 5.26559e+14 3.57873e+14 6.03807e+14 3.45283e+14 3.25107e+14 3.19172e+14 3.13448e+14 8.97322e+14 1.18349e+15 1.57299e+15 9.04487e+14 8.88863e+14 6.50335e+14 5.91313e+14
threshold=91.292296250000007 86.169282750000022 56.105603650000006 61.78914120000001 9236.5000000000018 52.516286950000008 53.506098950000009 51.707269950000004 69.605000000000004 13.500000000000002 92.948588300000011 55.988910100000005 65.410000000000011 94.478249850000012 83.971434050000013 10180.500000000002 55.462387050000011 86.020047450000007 52.07762420000001 113.48479755000001 102.04000000000001 7912.5000000000009 83.015546400000019 55.050541250000002 54.810424650000009 54.916864950000011 99.050000000000011 54.410000000000004 53.379556850000007 83.754481100000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -6 13 10 11 -8 -13 -2 22 16 17 18 -16 -9 -21 -15 -1 24 26 27 28 -26 -24 -28
right_child=2 -3 3 -5 7 6 9 19 -10 -11 -12 12 -14 21 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-84.127248997120262 125181.90550670825 -38821.495114056117 -26078.957755347445 24982.877354574885 -56735.135143420463 -29791.580061732624 10115.15170112634 -10222.772034158466 79557.074752889181 -3539.1534331190883 -6410.2196387109143 22707.313661961773 60590.8703409507 16038.610461963843 40016.996619261197 34787.272832506147 -68973.13451624685 -588.88230369166922 -34841.354705211786 16090.810945604995 -64648.08163590121 68128.690579370741 7905.891338884895 -39990.167362711582 32093.662928297024 11247.639398468795 -106852.74102690053 102426.58184969713 -14930.092732247324 13897.068312213363
leaf_weight=3787140 429 13411 17723 5770 2385 6204 18587 15626 2432 19170 8896 15124 5215 11762 1223 1915 1762 12159 9057 11185 522 1307 38050 4171 4199 34785 1317 3141 18551 586
leaf_count=3787140 429 13411 17723 5770 2385 6204 18587 15626 2432 19170 8896 15124 5215 11762 1223 1915 1762 12159 9057 11185 522 1307 38050 4171 4199 34785 1317 3141 18551 586
internal_value=0 -151.527 4185.31 -13537.9 7688.82 11922.4 7346.29 -5007.9 32948.9 10785.6 16527.8 21770 32420.8 24551.3 -19.1649 -12585.8 -16334.4 -12201 -25935.5 -494.333 12490.8 21248 65.1606 5459.95 7343.83 20124.2 -1858.51 62191.2 421.389 -69669.7
internal_weight=0 3.93147e+06 142337 23493 118844 89126 73196 29718 15930 66992 47822 38926 20339 13498 3.91806e+06 26116 24201 22439 10280 27333 11707 13069 3.89194e+06 104800 100629 42125 58504 7340 56601 1903
internal_count=4073804 3931467 142337 23493 118844 89126 73196 29718 15930 66992 47822 38926 20339 13498 3918056 26116 24201 22439 10280 27333 11707 13069 3891940 104800 100629 42125 58504 7340 56601 1903
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=5 0 0 0 6 1 0 0 0 0 6 1 1 6 6 4 0 6 0 1 1 0 2 1 2 1 0 0 6 4
split_gain=2.5237e+14 6.08445e+14 1.59843e+15 1.17832e+15 1.15503e+15 1.24436e+15 1.07571e+15 9.42004e+14 7.24946e+14 1.28188e+15 1.90342e+15 6.89869e+14 9.52154e+14 6.74839e+14 6.4741e+14 6.04623e+14 6.99322e+14 6.08212e+14 5.90177e+14 6.29251e+14 5.66568e+14 6.07329e+14 8.17019e+14 8.58251e+14 7.84758e+14 5.49239e+14 1.36315e+15 1.00833e+15 5.48249e+14 5.38708e+14
threshold=2.5000000000000004 56.342669500000007 56.288960650000007 56.685611200000004 89.00500000000001 43.932356550000009 56.309668500000008 56.067362750000008 56.850115550000005 56.818587550000011 94.02500000000002 60.636764050000004 60.549354600000008 142.05000000000004 69.015000000000015 21.500000000000004 56.128722100000005 87.395000000000024 60.753246850000004 65.64204770000002 33.882313700000005 61.686687400000004 6426.0000000000009 59.999510900000011 8009.5000000000009 65.493200550000012 57.14107305000001 57.174562350000009 168.45000000000002 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 14 -4 -6 -7 -2 9 -5 -11 12 -12 15 -3 16 17 -9 19 25 -20 -22 23 -23 -24 -10 29 28 -28 -27
right_child=1 3 4 8 5 6 -8 13 18 10 11 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=440.62919117280762 79.845278026616242 -12715.964028571669 18475.754020023887 -7619.2946360939932 -30122.693514070055 16491.712170873245 167630.35726434144 -26444.030911999256 -9298.4497060628528 11809.825831222499 -20109.932965373104 -8834.3120208141845 141645.80359555845 -151094.95539258322 -54040.560350684536 -102607.62639087639 -1461.1855156472943 -102612.05639377843 -70123.872178041056 -46729.613001507765 51869.372938909684 -53.729461388920349 113695.67263370739 -89887.579472376237 14627.704555220536 159692.68302352729 50590.195988794752 -16638.864604107323 187374.22992416532 -17603.397769315572
leaf_weight=3101708 698428 7808 9709 17900 672 659 1650 7890 146676 10403 428 510 2430 384 7369 808 15082 1209 812 4113 3576 3945 914 1456 6388 174 6438 2585 307 11373
leaf_count=3101708 698428 7808 9709 17900 672 659 1650 7890 146676 10403 428 510 2430 384 7369 808 15082 1209 812 4113 3576 3945 914 1456 6388 174 6438 2585 307 11373
internal_value=0 -1405.93 9.0925 -5829.25 35192.8 89639.6 124495 -607.764 -3973.58 10026.8 32963.8 98303.7 117422 -19535.2 -32780.6 -17513.5 -14670.2 -36564.6 -6322.67 -8087 11398.7 15465.1 5216.98 -24271.1 27028.2 -7138.42 8037.32 36464.3 56815.9 -14931.7
internal_weight=0 972096 736491 235605 12690 2981 2309 723801 220428 31671 13771 3368 2858 25373 15177 24989 24181 9099 188757 171666 17091 16279 12703 5401 7302 167553 20877 9330 6745 11547
internal_count=4073804 972096 736491 235605 12690 2981 2309 723801 220428 31671 13771 3368 2858 25373 15177 24989 24181 9099 188757 171666 17091 16279 12703 5401 7302 167553 20877 9330 6745 11547
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 1 1 1 0 6 0 7 0 1 1 0 0 2 0 6 0 1 0 6 0 0 4 0 0 4
split_gain=2.54336e+14 3.90733e+15 3.42917e+15 2.57567e+15 2.61483e+15 2.36586e+15 2.25007e+15 2.7578e+15 1.99325e+15 1.98162e+15 1.65837e+15 1.88627e+15 1.61129e+15 1.54026e+15 1.38635e+15 1.51145e+15 1.38363e+15 1.37335e+15 1.32663e+15 1.56829e+15 1.32189e+15 1.3077e+15 2.5462e+15 1.86398e+15 1.54509e+15 1.26802e+15 1.26006e+15 1.3401e+15 1.31351e+15 1.24986e+15
threshold=50.298521650000005 49.030112300000006 45.71452080000001 43.862029600000007 48.179569850000007 55.90712030000001 56.240615550000008 60.307188350000011 54.604289300000012 97.020000000000024 53.175387700000009 6.0000000000000009 56.83050475000001 60.66055595000001 65.493200550000012 57.14107305000001 57.670849000000011 13916.000000000002 54.762682300000009 75.605000000000004 58.08467765000001 39.908802000000009 44.249882500000005 88.00500000000001 57.719618750000002 55.753967500000009 10.500000000000002 43.051287600000009 56.115175650000005 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 21 17 9 8 16 -7 12 -3 -12 25 29 -15 -16 -8 -5 19 -10 -18 -1 -23 24 -24 -2 27 -4 -29 -9
right_child=5 10 26 4 -6 6 7 13 18 -11 11 -13 -14 14 15 -17 20 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=483.47824476281903 -13593.593702670345 -29557.304277384057 11968.979385857418 -59327.489976822202 23446.498151716063 -23746.616944430363 -36127.623562673165 19884.943714266858 33491.918847535038 -91999.514221187521 23902.684180082637 309.94250492045524 2513.795744083056 -9506.7815372634141 -393.94446812764932 15932.5017558812 10205.420528997733 4020.4628826646413 12695.626586273043 108472.07859990869 -32604.234610480311 11031.156763255709 -16382.558077459609 -71188.072332109878 31416.911464686611 -43161.093506570309 -37929.93370734746 -30160.250006010683 -5163.6088011554393 -319.71559276187833
leaf_weight=1914556 67525 7950 19251 6042 81086 9557 31169 69074 19616 3136 119158 47356 50827 157901 984010 60171 18849 7893 32393 3252 11684 47534 110576 5872 7203 18472 22533 40788 43379 54991
leaf_count=1914556 67525 7950 19251 6042 81086 9557 31169 69074 19616 3136 119158 47356 50827 157901 984010 60171 18849 7893 32393 3252 11684 47534 110576 5872 7203 18472 22533 40788 43379 54991
internal_value=0 633.041 -458.317 468.287 16569.6 -986.224 210.12 -640.414 18421.3 -13403.3 15062.7 17193 -11601.8 321.118 -773.742 546.868 -21306.4 -23446.2 25713.9 44154.7 -6176.46 -265.247 -8639.09 -16200.7 -13459.3 -19944.6 -16501.9 -11833.1 -17277.2 10929.4
internal_weight=0 2.48118e+06 2.30671e+06 2.18076e+06 95021 1.59263e+06 1.45267e+06 1.38785e+06 64818 139960 174464 166514 136824 1.32615e+06 1.20208e+06 1.04418e+06 61702 13935 55261 22868 30533 2.08574e+06 171185 123651 117779 85997 125951 103418 84167 124065
internal_count=4073804 2481177 2306713 2180762 95021 1592627 1452667 1387849 64818 139960 174464 166514 136824 1326147 1202082 1044181 61702 13935 55261 22868 30533 2085741 171185 123651 117779 85997 125951 103418 84167 124065
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=4 3 1 1 2 2 6 3 6 1 4 0 6 1 6 5 6 0 6 1 7 4 4 0 6 1 0 0 1 4
split_gain=2.73198e+14 1.0114e+15 9.93306e+14 1.51802e+15 1.06569e+15 1.12601e+15 1.07782e+15 9.46768e+14 9.36104e+14 8.67193e+14 1.38883e+15 1.00801e+15 8.85354e+14 7.21887e+14 7.1999e+14 7.11292e+14 9.56438e+14 8.66778e+14 7.43962e+14 6.9544e+14 6.53128e+14 1.06059e+15 8.77608e+14 6.42525e+14 6.24221e+14 6.65822e+14 1.76689e+15 9.77363e+14 1.00052e+15 6.40494e+14
threshold=11.500000000000002 11.500000000000002 38.97264950000001 38.927872750000006 3338.0000000000005 5719.5000000000009 46.010000000000012 10.500000000000002 49.010000000000012 38.965413050000002 20.500000000000004 45.047736150000013 104.01000000000001 103.8879505 156.15000000000003 3.5000000000000004 67.91500000000002 57.670849000000011 189.00000000000003 33.882313700000005 6.0000000000000009 12.500000000000002 13.500000000000002 43.6005307 49.010000000000012 37.957884500000006 56.288960650000007 55.702806750000008 38.782330450000011 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 15 3 4 7 6 -6 20 23 10 -5 -11 -12 -10 -7 -1 -17 18 -18 -3 21 -2 -23 -4 -22 -26 27 28 -27 -28
right_child=2 19 8 9 5 14 -8 -9 13 11 12 -13 -14 -15 -16 16 17 -19 -20 -21 24 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=974.60142900973904 -14878.763806525592 -619596.05725806451 41925.549217640189 20589.79607991561 12971.524794186333 -3746.4618990417657 58967.308612001973 3975.7424496196204 -7308.0568236209438 71004.568875774436 62424.109420289744 -14187.748511902992 175804.42219191161 41386.121424020224 194559.76076013513 16185.394822587165 -9578.4615011370552 -36152.692261413853 43747.729436106965 -124207.79289535986 -1826.5241399857075 44529.702439742432 2303.5873567252679 -331.66579584324552 -15687.797568358823 119566.65011754766 121331.49638671876 -44618.490542296946 -41808.146264637791 591624.20017123292
leaf_weight=2485784 38231 31 3635 15630 11993 17691 8857 286730 397338 1656 4070 8610 829 3068 185 14305 68549 12438 2720 330 79748 5077 161178 355671 86132 1166 48 1458 573 73
leaf_count=2485784 38231 31 3635 15630 11993 17691 8857 286730 397338 1656 4070 8610 829 3068 185 14305 68549 12438 2720 330 79748 5077 161178 355671 86132 1166 48 1458 573 73
internal_value=0 621.757 -1078.59 1555.81 598.721 16721.5 32510.4 -346.701 -3609.74 23284.7 35151.6 -445.446 81610.1 -6934.95 -1694.18 645.141 -7710.64 -11794.3 -7543.25 -166748 -3663.34 139.544 3593.06 95.8388 -8259.35 -13994.5 29963 15766.3 66393.7 405062
internal_weight=0 2.58416e+06 1.48965e+06 729935 699140 38726 20850 660414 759712 30795 20529 10266 4899 400406 17876 2.5838e+06 98012 83707 71269 361 373684 204486 166255 359306 169198 89450 3318 3197 1739 121
internal_count=4073804 2584157 1489647 729935 699140 38726 20850 660414 759712 30795 20529 10266 4899 400406 17876 2583796 98012 83707 71269 361 373684 204486 166255 359306 169198 89450 3318 3197 1739 121
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 7 1 4 1 0 0 2 1 6 4 0 6 1 1 0 1 4 6 1 6 6 0 0
split_gain=2.62312e+14 1.09035e+15 1.04409e+15 1.73737e+15 9.88797e+14 3.12942e+15 1.47101e+15 2.23081e+15 1.08729e+15 8.73063e+14 8.60669e+14 1.58808e+15 8.56479e+14 1.23439e+15 1.38959e+15 1.33353e+15 1.30052e+15 1.82424e+15 1.24931e+15 9.58546e+14 2.16569e+15 1.18176e+15 1.50933e+15 1.57871e+15 1.16178e+15 1.27584e+15 1.39617e+15 1.15573e+15 1.23817e+15 1.47469e+15
threshold=54.973017600000006 54.94428030000001 55.007293000000011 82.956351500000011 1696.0000000000002 38.011626600000007 38.247071200000008 6.0000000000000009 38.109452700000006 17.500000000000004 82.981285100000022 54.992080650000005 54.707511300000007 2851.5000000000005 82.965501500000016 82.00500000000001 16.500000000000004 54.810424650000009 47.805000000000007 39.749243900000003 39.689978950000004 45.085557650000005 39.105193450000009 17.500000000000004 64.015000000000015 36.865631950000008 149.05000000000004 110.01500000000001 53.341100000000004 53.175387700000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -1 7 -7 -9 -3 11 -5 19 15 -15 -14 17 -16 -19 20 21 -6 24 -24 -23 26 -26 -21 29 -29
right_child=2 9 -4 10 12 6 -8 8 -10 -11 -12 -13 13 14 16 -17 -18 18 -20 27 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-69009.583418176844 617.82977211638513 -7023.8251884226411 244.59789288196845 145490.68699218452 3136.1422126566822 31062.335491720369 -16859.462276037226 -49443.350804227943 311364.30813449027 -33505.018549400374 19551.634517227412 37054.927056484907 17803.45889561229 -5418.2754137306747 -9455.7291016324107 90518.699884022601 -19485.944063128496 12770.049429357881 57787.319194066957 -3590.7893196260738 15647.237350238613 -7351.4936371326949 10995.21794012405 -17069.982364036492 -10654.511626044321 -44444.766331641848 194009.2758811973 -41494.040808940197 -127023.44884348841 70129.512507691383
leaf_weight=8234 51399 111432 2516678 1641 343784 3394 6016 102 461 14016 20580 7632 32532 82259 10995 2734 8202 10467 14998 464814 93660 119215 75647 27268 14791 20200 341 7567 1342 1403
leaf_count=8234 51399 111432 2516678 1641 343784 3394 6016 102 461 14016 20580 7632 32532 82259 10995 2734 8202 10467 14998 464814 93660 119215 75647 27268 14791 20200 341 7567 1342 1403
internal_value=0 -1064.63 604.811 11761.9 -236.2 -23382.8 14288.1 61643 245996 -9982.5 30949.2 56244.3 80.1365 6890.36 2291.72 23440.7 16492.1 24585.6 39283.7 -863.881 1502.85 -700.512 -5823.52 3559.16 -12071.6 -27997.8 -6042.41 -4325.4 -37437.9 -24035
internal_weight=0 1.47587e+06 2.59793e+06 81252 1.35043e+06 18207 9973 3957 563 125448 29853 9273 1.33222e+06 162187 126921 35266 44662 36460 25465 1.17003e+06 694906 601246 257462 102915 154547 35332 15132 475126 10312 8970
internal_count=4073804 1475874 2597930 81252 1350426 18207 9973 3957 563 125448 29853 9273 1332219 162187 126921 35266 44662 36460 25465 1170032 694906 601246 257462 102915 154547 35332 15132 475126 10312 8970
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=4 0 1 4 1 6 1 1 0 1 0 1 6 0 1 6 0 2 3 6 0 6 6 1 0 1 2 0 7 6
split_gain=2.67285e+14 7.41955e+14 1.33579e+15 6.94304e+14 1.48807e+15 1.11675e+15 9.88717e+14 1.0411e+15 2.0807e+15 1.07703e+15 9.08726e+14 8.70869e+14 7.46174e+14 6.11609e+14 5.99822e+14 5.73801e+14 5.52378e+14 5.73688e+14 5.25765e+14 5.62461e+14 5.18395e+14 4.89225e+14 4.61462e+14 4.5012e+14 6.47745e+14 7.8072e+14 4.56444e+14 4.43019e+14 4.32828e+14 4.08927e+14
threshold=23.500000000000004 60.064438250000002 30.260128500000004 21.500000000000004 30.345769800000003 114.05000000000001 61.400814300000008 37.618684050000006 55.759969450000007 37.563506350000004 55.728148450000006 37.600779750000008 88.825000000000003 43.6005307 30.084656550000002 48.410000000000004 45.022979600000006 2970.5000000000005 12.500000000000002 49.010000000000012 55.579943700000008 103.03500000000001 83.820000000000007 37.442254400000003 55.783232450000007 37.543519500000009 3338.0000000000005 59.990753350000013 6.0000000000000009 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 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 13 29 -1 12 6 7 8 9 10 28 23 27 -2 -14 -11 -7 -18 19 -15 -17 -8 -9 26 -25 -26 -10 -5 -6 -3
right_child=1 2 -4 4 5 16 21 22 11 15 -12 -13 14 18 -16 20 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=9.6859158343509257 110843.47248872253 -110360.38150331668 -23083.660015944031 22087.561970399536 1653.0873759105953 -112749.73787066607 45328.631555948479 -13851.808587030762 -19140.909398839038 53128.361291202789 129775.63697101141 -157402.74436647154 -184545.740234375 -106.97136408397029 143666.80797992129 95396.969399472902 136832.26116749254 15745.671658242716 1628.702756950885 -12690.07098680439 262165.71955698531 -61302.143246114982 18981.580174096667 -98430.278526170048 50830.025092241653 -36527.624772094823 30028.401251088078 72420.692582585078 44936.26038889894 -286078.94541785534
leaf_weight=3671018 478 294 4890 6345 3960 137 6658 40393 12992 527 944 371 59 67195 990 332 1154 592 157050 75368 425 460 4788 426 4195 1353 2209 2414 5546 241
leaf_count=3671018 478 294 4890 6345 3960 137 6658 40393 12992 527 944 371 59 67195 990 332 1154 592 157050 75368 425 460 4788 426 4195 1353 2209 2414 5546 241
internal_value=0 -2844.74 -39496.8 230.639 8569.5 4427.57 2751.43 -486.026 12935.6 46817.9 36198.2 -5516.74 45504.8 -2182.15 125207 133248 80605 95776.6 -2362.47 -6759.21 189025 38437.6 -10372.3 -2855.59 20401.5 29526 -11995.7 35959.5 26905.4 -189516
internal_weight=0 305516 5425 3.76829e+06 97270 87462 85579 78461 33280 11734 10450 21546 9808 300091 1049 1284 1883 1746 299613 142563 757 7118 45181 21175 5974 5548 15201 8759 9506 535
internal_count=4073804 305516 5425 3768288 97270 87462 85579 78461 33280 11734 10450 21546 9808 300091 1049 1284 1883 1746 299613 142563 757 7118 45181 21175 5974 5548 15201 8759 9506 535
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=6 5 2 4 2 4 2 1 0 4 6 6 7 5 4 7 1 1 1 0 0 6 6 2 0 0 2 0 0 0
split_gain=2.56224e+14 1.03052e+15 5.08609e+14 3.4996e+14 3.05245e+14 2.49928e+14 1.00949e+15 1.29837e+15 1.27062e+15 1.12923e+15 9.60311e+14 1.09818e+15 8.6088e+14 8.24989e+14 9.09124e+14 7.90706e+14 1.18524e+15 1.2943e+15 1.22138e+15 1.72882e+15 1.21226e+15 1.37837e+15 1.07621e+15 8.77567e+14 8.53829e+14 1.02556e+15 8.29219e+14 7.33861e+14 1.57188e+15 1.04732e+15
threshold=21.020000000000003 1.5000000000000002 75.000000000000014 5.5000000000000009 75.000000000000014 15.500000000000002 75.000000000000014 37.331232350000008 55.520061350000013 2.5000000000000004 89.00500000000001 156.15000000000003 6.0000000000000009 2.5000000000000004 8.5000000000000018 6.0000000000000009 37.897576350000001 37.978059650000013 37.401708450000008 55.520061350000013 55.972700350000004 75.010000000000005 78.010000000000005 75.000000000000014 55.710673100000008 55.622114900000007 75.000000000000014 59.905532300000012 59.882709350000006 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 -9 -10 13 -12 -2 -11 -15 16 18 22 26 23 21 -21 24 -20 25 -18 -7 28 -17 -29
right_child=5 2 3 -5 -6 15 -8 8 9 10 11 -13 -14 14 -16 27 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-45634.755952558946 -20138.1044441872 220506.33990752554 6081.7589088668756 65966.791345775346 -11935.317003538099 -26300.461799724675 980.05379061595022 -58779.674062404665 -215126.62876209078 -372.70116172132998 54318.885279835056 -263353.62003348215 -89893.442112882345 12223.247501918657 -31141.839985700484 -3489.420244623785 -71767.003413531973 -691.13132726418019 -104848.14179457226 18975.196267917272 -26824.666716394604 55544.304205510998 -95592.723482415662 -7631.5773044375255 -45395.91884292083 17785.096806804613 3128.3464392023257 -23820.648462530746 35040.110317554361 4765.549468369828
leaf_weight=2997 4286 147 2334 1677 26056 10517 2754945 4331 252 91456 3834 112 3013 6403 19734 484554 1560 367625 986 61706 4790 12374 2099 15933 6963 7095 106859 39329 10825 19012
leaf_count=2997 4286 147 2334 1677 26056 10517 2754945 4331 252 91456 3834 112 3013 6403 19734 484554 1560 367625 986 61706 4790 12374 2099 15933 6963 7095 106859 39329 10825 19012
internal_value=0 -8747.66 37815.2 31119.7 -15411.6 71.8999 568.639 -7926.47 -5553.33 -3660.55 -3222.1 45302.3 -48932.8 -4850.4 -20518.3 -1173.31 1346.39 -1963.42 7329.6 15708.7 21931 25083.5 -28363.3 -13297.1 -19327.9 1643.99 491.498 -3896.81 -2647.47 -14505.1
internal_weight=0 33211 4158 4011 29053 4.04059e+06 2.88837e+06 133421 126122 121791 121539 3946 7299 117593 26137 1.15223e+06 598507 385342 213165 95789 78870 74080 17717 16919 15618 8655 117376 553720 495379 58341
internal_count=4073804 33211 4158 4011 29053 4040593 2888366 133421 126122 121791 121539 3946 7299 117593 26137 1152227 598507 385342 213165 95789 78870 74080 17717 16919 15618 8655 117376 553720 495379 58341
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=3 4 1 4 1 1 4 0 1 0 0 7 1 1 0 1 1 0 6 4 0 7 4 0 0 7 2 1 1 0
split_gain=2.29436e+14 4.61901e+14 8.76382e+14 6.0543e+14 7.07389e+14 1.09239e+15 1.65809e+15 5.61416e+14 1.36472e+15 5.97656e+14 5.82331e+14 5.0054e+14 5.34483e+14 4.62674e+14 1.50134e+15 1.05661e+15 6.62754e+14 5.64344e+14 4.28175e+14 3.71112e+14 3.66414e+14 4.06778e+14 3.59197e+14 7.73548e+14 1.50645e+15 8.83929e+14 9.35029e+14 1.26971e+15 8.97053e+14 1.67709e+15
threshold=26.500000000000004 32.500000000000007 37.401708450000008 27.500000000000004 37.563506350000004 37.858952300000006 29.500000000000004 55.676890650000011 37.425454150000007 55.737027400000009 55.768246800000007 6.0000000000000009 37.318079750000003 37.475446350000006 55.834019500000004 37.318079750000003 37.488790500000007 55.696737300000009 110.01500000000001 29.500000000000004 55.721784200000009 6.0000000000000009 24.500000000000004 55.759969450000007 55.743464250000009 6.0000000000000009 75.000000000000014 37.401708450000008 37.702956500000006 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 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 22 13 6 -6 8 -4 -9 -11 -3 -13 15 16 -5 -15 -17 -7 -16 -19 -22 -1 24 -24 -25 27 -27 -29 -30
right_child=-2 2 7 4 5 18 -8 9 -10 10 -12 12 -14 14 19 17 -18 20 -20 -21 21 -23 23 25 -26 26 -28 28 29 -31
leaf_value=164.37525075631495 18130.307492970707 7545.429610411762 -368065.23695652175 -27813.529043396564 224351.58953871997 5319.9310589558627 48443.264432281307 -82692.726960563756 22603.638136759902 71191.078274874104 -31206.859989581026 41584.498757102272 311193.32636483433 -170956.06854690332 28546.796153742995 6032.7564093273504 -43588.883387698115 198502.32813567284 180227.9121636285 176513.0630940485 170315.26358503304 22879.504512014828 -366.137699682787 1313.9488563504781 66694.139014016037 -149918.4555378783 -14387.615516715987 -3363.5364416120501 -40702.789703763556 -329884.34217557253
leaf_weight=3846791 6968 292 92 2374 670 4988 2676 2153 3186 605 6771 132 166 552 388 787 1572 366 144 301 298 503 92303 37429 3476 1181 52562 2961 855 262
leaf_count=3846791 6968 292 92 2374 670 4988 2676 2153 3186 605 6771 132 166 552 388 787 1572 366 144 301 298 503 92303 37429 3476 1181 52562 2961 855 262
internal_value=0 -31.0639 -18568.7 30.2047 19680.4 39211.9 83667 -24058.4 11639.2 -36338.4 -22807.9 100594 191769 -3507.94 -35081 17013.1 -76690 71474.9 10227.7 93188.1 115608 77730.8 -45.8057 -4278.26 2067.61 -10659.4 -18410 -58612.6 -32170.2 -108532
internal_weight=0 4.06684e+06 13397 4.05344e+06 15619 8478 3346 12807 3278 9529 7376 590 298 7141 2813 4328 2124 1954 5132 689 1167 801 4.03782e+06 191029 95779 95250 57821 5259 4078 1117
internal_count=4073804 4066836 13397 4053439 15619 8478 3346 12807 3278 9529 7376 590 298 7141 2813 4328 2124 1954 5132 689 1167 801 4037820 191029 95779 95250 57821 5259 4078 1117
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=3 4 1 2 6 1 1 0 0 4 1 0 1 0 0 0 1 1 4 0 0 6 1 1 1 7 6 1 1 6
split_gain=2.30214e+14 8.6911e+14 8.08472e+14 7.90068e+14 1.33528e+15 1.36324e+15 1.35722e+15 1.48954e+15 1.43166e+15 9.66231e+14 8.60686e+14 1.16138e+15 1.93973e+15 1.66161e+15 2.72535e+15 2.25116e+15 3.49857e+15 3.84568e+15 2.42295e+15 2.41895e+15 1.91249e+15 1.83384e+15 1.67167e+15 1.36537e+15 2.07347e+15 1.25361e+15 1.14678e+15 1.07219e+15 1.39922e+15 1.21986e+15
threshold=12.500000000000002 12.500000000000002 39.069277450000008 75.000000000000014 86.030000000000015 37.442254400000003 37.804148700000006 55.876067900000002 55.520061350000013 2.5000000000000004 37.702956500000006 55.60524465000001 37.631035900000008 55.749683450000006 55.710673100000008 55.759969450000007 37.600779750000008 37.631035900000008 10.500000000000002 55.775215600000003 55.753967500000009 72.020000000000024 37.563506350000004 37.543519500000009 37.649344350000007 6.0000000000000009 48.945000000000007 37.618684050000006 37.649344350000007 56.010000000000012
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=3 -2 -3 4 5 -1 7 8 -7 -10 11 12 -11 14 21 16 -15 18 26 22 25 -13 -17 -16 -25 -20 -18 -21 29 -29
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 13 -14 15 23 19 17 -19 20 27 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-26059.837627184304 -149862.0780688996 5817.1519615057896 -2690.2090476967574 108.49093472276843 28546.585386926567 -59343.423218756856 -35688.944726738009 -35620.04523721955 -224661.3646620154 -2638.642748295094 -10846.660037286092 5283.8381007189018 -97494.468817558416 66367.020337714624 26994.86278199665 2284.6374729518921 -140225.31731214802 126134.83839805574 -230525.26704356319 -6930.6270407640659 -142020.81416576423 94930.017291546814 149492.20714459073 182404.35179720723 52417.321499836922 15448.142387257261 -317122.81191169511 25945.510388244016 -5181.8821436677272 115900.88279901084
leaf_weight=34299 376 265313 192940 3395251 10602 3841 12738 12049 187 24589 35137 22379 2363 2150 2832 1242 824 793 230 26905 2020 2541 2036 2337 2584 2090 660 3788 6204 2504
leaf_count=34299 376 265313 192940 3395251 10602 3841 12738 12049 187 24589 35137 22379 2363 2150 2832 1242 824 793 230 26905 2020 2541 2036 2337 2584 2090 660 3788 6204 2504
internal_value=0 2110.57 2235.27 -267.752 -6076.29 -7829.92 -4257.43 -1790.32 922.843 2504.06 2794.61 7109.99 -10955.1 12898.1 30534 1697.61 -44456.4 -80465.2 -108596 11178.4 -70879.3 14424.7 93716.8 82313.3 114149 -8937.15 -218899 4311.58 28517 61744.7
internal_weight=0 458629 458253 3.61518e+06 219924 209322 175023 162285 150236 146395 146208 111071 26952 84119 32673 51446 8767 6617 5824 42679 4340 24920 3278 7753 4921 2320 1484 39401 12496 6292
internal_count=4073804 458629 458253 3615175 219924 209322 175023 162285 150236 146395 146208 111071 26952 84119 32673 51446 8767 6617 5824 42679 4340 24920 3278 7753 4921 2320 1484 39401 12496 6292
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=0 0 7 6 2 1 1 7 1 6 6 1 0 0 1 1 1 0 0 1 1 1 0 0 0 7 1 6 0 1
split_gain=2.32634e+14 1.28348e+15 1.12068e+15 8.7369e+14 7.9447e+14 2.54418e+15 1.18331e+15 1.81004e+15 8.85094e+14 6.99994e+14 6.91516e+14 8.72768e+14 6.83879e+14 1.54858e+15 1.76796e+15 1.70637e+15 4.15912e+15 2.1748e+15 2.22119e+15 1.8989e+15 4.91999e+15 4.04908e+15 2.44326e+15 3.13546e+15 2.53799e+15 2.74953e+15 2.29604e+15 2.08355e+15 2.07514e+15 2.02225e+15
threshold=54.947759400000002 54.944948950000004 6.0000000000000009 62.010000000000012 1696.0000000000002 38.011626600000007 38.247071200000008 6.0000000000000009 38.066230450000006 75.010000000000005 37.005000000000003 38.247071200000008 55.82518790000001 55.743464250000009 49.692247900000005 49.111590500000005 49.147669400000005 55.775215600000003 55.81943720000001 37.586700500000006 37.631035900000008 37.702956500000006 55.759969450000007 55.79439725000001 55.753967500000009 6.0000000000000009 37.600779750000008 47.420000000000009 55.759969450000007 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 -1 11 -6 13 -2 15 19 17 -17 -19 29 22 -22 24 -24 25 26 -21 -26 -23 -15
right_child=12 2 -4 -5 10 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 20 21 28 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-52455.636151987797 689.42836163840639 -20634.82375551344 -5708.4580710133878 -65302.069892207095 -21974.953016781365 27820.381409748203 -15016.274734263847 -66024.271842227521 276110.47732103924 -149405.11135820029 1114.5642782471721 -2688.7103666454318 -975.14673694870316 11924.175952109312 -30184.440037205495 5592.4952974267362 14342.715674499519 151179.68767993714 37937.86408394132 175465.3583488806 71763.785847132778 37572.152495585935 114087.7956193446 -50189.23104582628 -74228.369710421321 -4782.2799403252129 -275749.03788380139 -225444.44271597906 -6723.3659908937643 65382.693841020955
leaf_weight=7406 1043487 17189 54372 5876 25908 3396 6029 90 473 828 1074594 248742 1379128 28206 10313 2599 48376 4948 2665 134 8930 12674 1580 4390 1750 3767 712 1901 63895 9446
leaf_count=7406 1043487 17189 54372 5876 25908 3396 6029 90 473 828 1074594 248742 1379128 28206 10313 2599 48376 4948 2665 134 8930 12674 1580 4390 1750 3767 712 1901 63895 9446
internal_value=0 -1019.3 -13543.7 -32014.2 -310.069 -21051 12875.7 55351.4 221418 -62204.7 -29.9562 -4508 560.233 2254.53 10171.5 12295.2 26584.3 84574.7 111538 6201.63 -1022 8040.45 -55457.2 -6712.23 -90671 -41369.1 -204280 -152963 608.601 25335.7
internal_weight=0 1.4449e+06 77437 23065 1.36747e+06 18222 9988 3959 563 8234 1.34924e+06 274650 2.6289e+06 1.24977e+06 206286 195973 58588 10212 7613 137385 99733 85499 14234 5970 8264 4613 846 3651 76569 37652
internal_count=4073804 1444903 77437 23065 1367466 18222 9988 3959 563 8234 1349244 274650 2628901 1249773 206286 195973 58588 10212 7613 137385 99733 85499 14234 5970 8264 4613 846 3651 76569 37652
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 0 0 2 0 0 0 6 4 1 6 1 0 1 1 2 0 0 1 1 0 1 0 0 0 6
split_gain=2.23506e+14 6.44508e+14 2.86005e+14 2.45426e+14 1.54092e+15 7.47724e+14 8.61126e+14 4.88117e+14 6.74334e+14 7.57217e+14 5.49634e+14 5.17136e+14 4.23072e+14 4.82235e+14 4.03143e+14 3.25233e+14 3.21469e+14 3.07373e+14 2.93455e+14 3.8853e+14 4.1903e+14 3.23395e+14 4.5245e+14 2.95463e+14 7.41687e+14 2.87154e+14 2.795e+14 6.31695e+14 4.75467e+14 2.72372e+14
threshold=1.5000000000000002 69.605000000000004 112.00500000000001 91.292296250000007 86.169282750000022 56.105603650000006 58.08467765000001 9236.5000000000018 52.516286950000008 53.506098950000009 51.707269950000004 62.375000000000007 11.500000000000002 92.948588300000011 65.00500000000001 118.02765200000002 55.972700350000004 94.478249850000012 83.971434050000013 10180.500000000002 55.462387050000011 52.07762420000001 86.020047450000007 83.754481100000007 53.379556850000007 113.48479755000001 55.520061350000013 55.145978450000008 56.228352100000002 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 11 -10 -9 17 13 14 -11 -8 29 -5 23 20 21 -20 -23 -2 -25 -12 27 -6 -28 -16
right_child=3 2 -4 5 26 6 15 10 9 12 25 -13 -14 -15 16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2878.8302025100206 36.630360901061181 -42565.741162149207 -139957.48910259348 113580.53406642936 -39582.212878973922 -24528.650701143808 -15985.654324340248 -50796.698633070366 -26492.723452331615 14776.947779376218 -8773.7687232320914 61799.987168112362 -1956.0141942381288 -5658.6247703634217 22565.592900324744 32127.163848819073 53643.703173404036 16845.880421667211 41489.515597481077 32685.489869450528 -62238.268108721546 -30634.081220682125 -749.53799300333628 28131.411907191999 -26879.185964152526 12080.182171166485 -92704.940205428749 23026.560286190048 -28334.408658358148 -80594.80365337171
leaf_weight=15751 3861718 2605 341 338 6148 16524 1996 2296 6176 29348 15393 3825 20259 8843 2510 4745 5541 11655 1135 1912 1685 8748 12037 10191 3227 11563 1880 2184 2945 285
leaf_count=15751 3861718 2605 341 338 6148 16524 1996 2296 6176 29348 15393 3825 20259 8843 2510 4745 5541 11655 1135 1912 1685 8748 12037 10191 3227 11563 1880 2184 2945 285
internal_value=0 -10908.4 -53838.9 50.2955 -97.522 4144.72 -12240.5 7374.37 11065.7 7007.74 -3828.82 29783.4 10105.7 15357.6 20289.3 17881 39696.5 19572.2 17.7173 -10671.1 -14183 -10489 -13327.4 88.1012 14901.5 171.707 -34262.5 -23171.1 -53415.6 12046.6
internal_weight=0 18697 2946 4.05511e+06 3.91381e+06 141297 23265 118032 88780 72962 29252 15818 66786 46527 37684 6741 8336 11993 3.90065e+06 25517 23605 21920 20785 3.87514e+06 13418 26956 13157 8332 4825 2795
internal_count=4073804 18697 2946 4055107 3913810 141297 23265 118032 88780 72962 29252 15818 66786 46527 37684 6741 8336 11993 3900653 25517 23605 21920 20785 3875136 13418 26956 13157 8332 4825 2795
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=5 6 6 1 6 5 4 2 7 5 4 1 1 5 1 3 0 1 2 1 6 6 2 0 4 7 6 0 4 2
split_gain=2.22059e+14 5.06037e+14 4.4602e+14 5.26443e+14 3.20162e+14 4.71611e+14 4.04764e+14 4.71556e+14 6.99636e+14 3.44266e+14 3.34891e+14 5.06207e+14 3.80774e+14 3.19428e+14 7.33292e+14 4.3998e+14 4.31255e+14 3.32344e+14 3.03058e+14 3.5106e+14 3.32647e+14 2.87644e+14 2.65869e+14 3.34552e+14 3.68375e+14 3.12829e+14 2.83759e+14 2.97971e+14 2.58332e+14 2.99581e+14
threshold=4.5000000000000009 189.00000000000003 247.90000000000001 30.509101000000005 168.45000000000002 3.5000000000000004 9.5000000000000018 2632.5000000000005 6.0000000000000009 1.5000000000000002 22.500000000000004 38.958307950000012 38.999037500000007 2.5000000000000004 39.018051150000005 9.5000000000000018 45.085557650000005 37.978059650000013 915.50000000000011 37.897576350000001 88.00500000000001 110.01500000000001 8299.5000000000018 45.036141150000006 18.500000000000004 6.0000000000000009 247.90000000000001 59.864072000000007 3.5000000000000004 5261.5000000000009
decision_type=2 2 2 2 2 2 2 2 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 18 4 -4 -1 6 9 8 -8 -6 11 -9 -12 17 16 28 -15 -5 19 21 -20 -2 23 -3 25 26 -25 -28 -16 -30
right_child=1 22 3 13 5 -7 7 10 -10 -11 12 -13 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=40.347878383370954 -17037.815744850854 -38491.432799586779 -241504.98042332847 -117635.89921599913 -282729.25828993059 52031.711477110599 -48359.496328125002 -235523.50149218753 788082.84750000003 -50954.067239259486 274568.02886904764 105254.86791762407 -187007.93418619793 255772.37666253812 -56193.050363372095 132114.1024509804 -52919.184636061269 19050.35914031728 19396.477589479895 -70767.843338164195 -33831.846909953696 100429.44799075718 -18526.177766023862 34757.078469258908 242955.63869977678 -177113.91120954242 162773.06251078923 -160585.30181451613 -142967.71262826494 -331555.46181034483
leaf_weight=4053365 330 363 129 213 72 2694 20 50 20 583 21 340 120 82 129 51 101 1079 1348 282 9100 566 901 947 112 56 353 31 201 145
leaf_count=4053365 330 363 129 213 72 2694 20 50 20 583 21 340 120 82 129 51 101 1079 1348 282 9100 566 901 947 112 56 353 31 201 145
internal_value=0 -12400.8 43.9559 -45704.2 67.9729 28632.8 -22783.7 38756.4 369862 -76431.6 13814.4 61565.3 -118263 -33081.3 -87016.4 -147002 85401.6 -3483.83 -21543 26539.9 -26964.3 57165.8 26067.3 47645.5 68504.6 54417.7 64159.1 136669 -176970 -222000
internal_weight=0 14389 4.05942e+06 2130 4.05728e+06 3920 1226 571 40 655 531 390 141 2001 709 526 183 1292 11626 1178 10448 896 2763 1862 1499 1387 1331 384 475 346
internal_count=4073804 14389 4059415 2130 4057285 3920 1226 571 40 655 531 390 141 2001 709 526 183 1292 11626 1178 10448 896 2763 1862 1499 1387 1331 384 475 346
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=4 6 2 0 6 1 7 6 4 0 0 1 1 1 1 0 7 0 4 7 0 1 6 0 4 3 5 1 1 1
split_gain=2.20525e+14 9.17801e+14 8.40872e+14 1.08523e+15 8.93354e+14 8.87845e+14 7.04859e+14 7.04139e+14 7.01598e+14 6.9456e+14 2.02196e+15 7.6213e+14 1.93232e+15 3.07822e+15 2.26566e+15 1.86376e+15 1.37214e+15 1.15818e+15 1.39666e+15 8.38137e+14 8.35218e+14 1.43246e+15 9.8491e+14 1.19025e+15 8.28092e+14 7.00175e+14 6.83275e+14 6.72617e+14 6.42399e+14 6.60341e+14
threshold=15.500000000000002 15.450000000000001 75.000000000000014 55.462387050000011 89.00500000000001 37.331232350000008 6.0000000000000009 29.715000000000003 2.5000000000000004 55.721784200000009 55.801384500000005 37.503969450000007 37.618684050000006 37.631035900000008 37.702956500000006 55.743464250000009 6.0000000000000009 55.768246800000007 9.5000000000000018 6.0000000000000009 55.791814000000009 37.563506350000004 63.855000000000011 55.783232450000007 14.500000000000002 5.5000000000000009 2.5000000000000004 37.649344350000007 103.8879505 37.858952300000006
decision_type=2 2 2 2 2 2 2 2 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 -1 5 6 -5 -3 -7 -10 11 16 20 15 19 -14 -11 18 -17 27 21 -13 23 -23 -16 -24 -6 -15 29 -9
right_child=1 7 -4 4 26 8 -8 28 9 10 -12 12 13 14 24 17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-112429.62595671667 104526.62714294174 -16786.902923374044 837.47880920845023 -14361.086778497434 -170087.26214663859 -169537.6555954795 -80306.107830262874 2133.8717171183648 -13578.761012310171 -35867.510738839905 -16728.306308346062 39952.609790667913 296373.70110925572 141787.1595636564 -892.52012052180658 -186877.73555929717 126925.38259948106 76425.837284799287 -51611.361684136864 194555.17499890801 9701.4447468492381 197940.16156895045 63305.045603653583 24671.551353932762 149017.03258027806 -263051.63121183548 45752.794883687144 46407.257136566855 43744.356892405922 -2862.2737612094743
leaf_weight=974 821 28424 2780547 3626 152 262 2931 424691 58627 4446 31150 3135 131 983 11218 1305 586 383 1839 626 1884 1900 269 501 381 87 4180 2983 3221 701541
leaf_count=974 821 28424 2780547 3626 152 262 2931 424691 58627 4446 31150 3135 131 983 11218 1305 586 383 1839 626 1884 1900 269 501 381 87 4180 2983 3221 701541
internal_value=0 -1167 463.86 -7256.66 -6489.82 -7986.94 -43838.7 -1241.94 -6070.98 -5721.18 1498.51 18884.2 25404.2 8850.4 27568.7 -74000.2 -16909.5 -87756.6 -107757 87021.2 67659.4 86191.7 138771 161785 4031.66 -16450.7 38179.5 70047.8 -850.735 -978.276
internal_weight=0 1.1587e+06 2.91511e+06 134559 133585 129253 6557 1.15788e+06 122696 122434 63807 32657 27625 19849 16191 3658 5032 3527 3144 4592 7776 5892 2757 2401 11599 356 4332 3966 1.12945e+06 1.12623e+06
internal_count=4073804 1158698 2915106 134559 133585 129253 6557 1157877 122696 122434 63807 32657 27625 19849 16191 3658 5032 3527 3144 4592 7776 5892 2757 2401 11599 356 4332 3966 1129453 1126232
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=6 6 2 5 7 4 0 5 1 6 1 1 4 0 6 6 1 1 0 4 1 1 1 1 4 0 1 1 0 1
split_gain=2.19598e+14 1.48363e+15 1.44667e+15 1.14288e+15 1.18368e+15 1.055e+15 1.1172e+15 8.51979e+14 7.52731e+14 1.88794e+15 1.11833e+15 1.3215e+15 1.17665e+15 7.44098e+14 1.18106e+15 1.14739e+15 7.53749e+14 7.32575e+14 1.70114e+15 7.14962e+14 7.02702e+14 6.89087e+14 9.70573e+14 2.3963e+15 1.20355e+15 8.22937e+14 1.3538e+15 1.21293e+15 8.90841e+14 8.84841e+14
threshold=87.015000000000015 82.905000000000015 36.000000000000007 1.5000000000000002 6.0000000000000009 16.500000000000004 55.039488700000007 2.5000000000000004 37.873748150000004 138.05000000000004 38.927872750000006 38.965413050000002 20.500000000000004 55.595177750000005 128.05000000000004 108.05000000000001 37.563506350000004 39.038055050000004 45.063245050000006 4.5000000000000009 38.166910000000009 39.908802000000009 43.932356550000009 44.064675150000006 21.500000000000004 47.245981600000007 39.843340650000009 39.689978950000004 57.60122925000001 39.231261550000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -9 -10 12 -12 15 -15 16 -2 18 -13 -5 -3 25 -23 24 -24 27 29 -19 -28 -27
right_child=2 20 3 7 5 6 -8 8 10 -11 11 17 -14 14 -16 -17 -18 21 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-91.935387394664758 -54709.992789280128 -163.6044361887399 -109284.4223482315 -49374.958723039977 -53811.300165442786 413401.26005709136 -35055.331330541238 -208.81730519340118 -42634.286753669003 69740.909476794885 17914.752499581457 -3857.761126825907 133321.49568187771 48543.679516990844 -155187.40358611749 116797.11781633343 141701.97853451138 -7064.8076985698926 -85352.237764456135 23405.915599752872 19971.419270979146 -38461.776080537318 100701.10335122334 -8180.2705482920373 -174432.05421597636 22627.180826572152 -59140.056833207331 61873.198150605582 100485.72297319963 -63362.4201846703
leaf_weight=3714783 2493 25285 1927 1471 358 130 97 48903 8962 4189 3914 7256 1141 9866 293 570 212 4657 3959 16373 55111 10047 2685 135779 169 1720 465 5647 1409 3933
leaf_count=3714783 2493 25285 1927 1471 358 130 97 48903 8962 4189 3914 7256 1141 9866 293 570 212 4657 3959 16373 55111 10047 2685 135779 169 1720 465 5647 1409 3933
internal_value=0 198.933 -2709.69 -4331.49 -71462.5 53123.7 221770 -3689.52 -5227.01 5310.27 -8144.69 -6453.62 43964 29305.1 42667.8 -12145.6 -39316.5 -7887.63 -32626.1 17406.1 13638.8 -6221.42 -8449.23 -6274.16 84409.1 12354.6 -12780.8 30715.9 60877.4 -37198.9
internal_weight=0 3.79518e+06 278625 265191 2512 585 227 262679 244835 53092 191743 182781 5055 13434 10159 3275 2705 177726 11215 17844 80396 166511 148680 138633 2854 17831 7527 10304 1874 5653
internal_count=4073804 3795179 278625 265191 2512 585 227 262679 244835 53092 191743 182781 5055 13434 10159 3275 2705 177726 11215 17844 80396 166511 148680 138633 2854 17831 7527 10304 1874 5653
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 1 1 1 0 0 2 6 6 1 0 0 6 0 1 1 1 0 4 0 4 1 0 0
split_gain=2.13293e+14 3.56408e+15 3.21353e+15 2.94561e+15 2.24428e+15 1.24804e+15 2.01827e+15 1.53163e+15 1.22131e+15 1.80738e+15 1.26359e+15 1.77473e+15 1.62521e+15 1.3852e+15 1.09537e+15 1.09009e+15 1.04089e+15 1.31579e+15 1.22424e+15 1.46476e+15 1.01528e+15 3.06304e+15 1.86518e+15 1.31891e+15 1.04484e+15 9.65254e+14 1.11034e+15 9.50415e+14 9.36775e+14 9.17858e+14
threshold=56.342669500000007 56.288960650000007 38.066230450000006 56.638205000000006 2911.0000000000005 56.067362750000008 47.256487700000001 43.80299105000001 60.571186450000006 60.636764050000004 57.60122925000001 57.634352600000007 2632.5000000000005 75.010000000000005 64.015000000000015 39.749243900000003 56.782540950000005 56.850115550000005 72.020000000000024 56.818587550000011 38.166910000000009 42.186961750000002 43.932356550000009 56.309668500000008 7.5000000000000009 56.148747500000006 21.500000000000004 43.56803845000001 56.904718250000009 63.565651350000003
decision_type=2 2 2 2 2 2 2 2 2 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 27 14 -1 7 -7 10 16 13 -12 15 28 -4 -13 -10 18 -18 -20 -16 -22 -23 -24 -25 -9 -27 -2 -5 -11
right_child=3 2 4 8 -6 6 -8 25 9 29 11 12 -14 -15 20 -17 17 -19 19 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=372.38783880055644 -52138.107880945216 -34393.075354900218 36381.842209526068 -1772.0951748047046 -38042.455635814687 -21933.778068282358 -27736.011254354409 -7339.469463459387 -17236.766486832508 2002.0602001783855 34434.355357489185 -48054.370092244179 797.9295037212579 -39918.897107317978 -4815.0403434946493 -10798.240662564946 26223.608171164193 7256.8090464104143 26742.510566327594 107815.99220288471 407160.93886718753 -46098.980492295494 34357.967044191981 194010.70260765153 91435.837019224942 27494.61813751547 -57905.132972372128 -18087.709091551846 -20690.106436931645 -47196.361449758675
leaf_weight=2958794 10659 7019 26897 89936 3444 21185 41920 18036 6453 169158 14564 9958 475807 14486 1304 37162 23143 23584 4198 4750 294 1040 2131 1616 2576 25780 1618 35493 36920 3879
leaf_count=2958794 10659 7019 26897 89936 3444 21185 41920 18036 6453 169158 14564 9958 475807 14486 1304 37162 23143 23584 4198 4750 294 1040 2131 1616 2576 25780 1618 35493 36920 3879
internal_value=0 401.812 27933.3 -1303.03 39064.3 -13.9521 -10545.7 271.379 -58.3992 6152.23 -2209.92 2.5168 -956.442 -10623.3 46470 -18671.7 20782.9 25189.6 38368.5 69780 76750.4 90641.1 78002.7 98414.8 130978 10625.2 22451.3 -25951.8 -7277.97 899.171
internal_weight=0 3.11365e+06 46321 960150 39302 3.06733e+06 108539 66619 913998 235165 678833 537491 522927 141342 35858 47120 62128 55675 32091 8948 8961 7657 7363 6323 4192 45434 27398 46152 126856 173037
internal_count=4073804 3113654 46321 960150 39302 3067333 108539 66619 913998 235165 678833 537491 522927 141342 35858 47120 62128 55675 32091 8948 8961 7657 7363 6323 4192 45434 27398 46152 126856 173037
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=2 5 0 6 4 0 1 7 1 0 1 1 0 0 0 0 1 0 1 0 1 0 1 6 0 0 0 6 1 2
split_gain=2.25836e+14 2.10874e+14 5.18603e+14 5.15122e+14 6.84922e+14 9.13576e+14 7.41519e+14 7.96366e+14 1.35115e+15 8.30486e+14 6.78998e+14 7.02645e+14 1.03848e+15 6.91795e+14 6.43737e+14 9.91099e+14 9.74905e+14 8.95741e+14 7.62709e+14 7.45909e+14 6.3853e+14 2.89701e+15 1.47369e+15 1.62064e+15 8.86792e+14 6.98411e+14 9.91473e+14 6.86158e+14 8.57565e+14 7.33387e+14
threshold=14624.000000000002 2.5000000000000004 43.687280500000007 56.805000000000007 15.500000000000002 43.550475500000012 82.958608050000009 6.0000000000000009 83.00362155000002 54.932051950000009 30.277905650000005 30.226173900000003 59.939085000000013 60.064438250000002 59.990753350000013 59.91832440000001 30.438492500000006 60.064438250000002 30.303340300000002 60.042359000000012 30.362494150000003 59.905532300000012 30.389265100000003 77.565000000000012 59.838047850000002 59.882709350000006 59.825842200000004 99.050000000000011 37.649344350000007 2561.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 8 9 -8 11 12 -6 -13 15 20 17 -16 -17 -18 21 24 23 25 -12 26 -22 -24 -29 -30
right_child=-2 2 -4 4 10 6 7 -9 -10 -11 14 13 -14 -15 16 18 19 -19 -20 -21 22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=-248.85252857122384 75135.46787170411 12845.034174110007 -1670.007219434777 -19226.953116694011 -37586.342044643257 9631.2495871716728 62904.900615698651 7565.6982139737074 7841.9260520791231 -31777.527308084467 -3060.7158464158861 -48637.050015159526 50898.619233283782 -216945.20304821685 72635.236201430511 -314550.84535800974 -73076.053576330232 -44636.534009176969 -39531.9781222327 39545.321379341498 -136396.15923066981 -283177.79278100777 -546.77884849137706 -443621.35752737225 100721.47274013516 -318487.716625 105449.87714776403 -142664.54296065695 299087.06491732213 64815.803353917319
leaf_weight=2481312 400 25272 946716 14036 3577 252337 968 52172 20356 21551 1279 3597 2108 262 4196 103 1332 771 4809 1053 408 258 230388 137 2311 100 290 181 148 1376
leaf_count=2481312 400 25272 946716 14036 3577 252337 968 52172 20356 21551 1279 3597 2108 262 4196 103 1332 771 4809 1053 408 258 230388 137 2311 100 290 181 148 1376
internal_value=0 -7.37815 -1292.61 395.416 2973.42 5785.11 6795.72 -732.245 -10829.5 -27707.5 -954.926 -27131.1 -4776.09 -60064 47.8252 -838.55 29198.4 54431.8 -45298.9 -23352.7 83.4048 40486.7 -583.776 -125876 63747.3 -71325.7 -35915.7 -79.0293 63125.6 87566.6
internal_weight=0 4.0734e+06 971988 3.10142e+06 620104 361420 347384 95047 42875 22519 258684 9544 5685 3859 249140 241788 7352 4967 4912 2385 236876 3848 233028 935 3590 798 698 232093 1705 1524
internal_count=4073804 4073404 971988 3101416 620104 361420 347384 95047 42875 22519 258684 9544 5685 3859 249140 241788 7352 4967 4912 2385 236876 3848 233028 935 3590 798 698 232093 1705 1524
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=0 0 7 6 2 1 1 7 1 0 6 4 4 1 4 0 0 0 6 0 0 7 0 6 4 0 6 1 1 7
split_gain=2.14244e+14 1.02389e+15 8.67296e+14 6.83174e+14 6.34529e+14 2.08696e+15 9.50832e+14 1.46962e+15 7.25962e+14 5.91935e+14 8.74487e+14 1.21688e+15 8.80941e+14 8.10032e+14 9.06353e+14 6.88534e+14 8.96336e+14 7.60442e+14 6.88831e+14 6.77414e+14 2.29277e+15 1.37912e+15 9.64064e+14 1.48244e+15 1.39598e+15 9.94929e+14 1.13444e+15 8.93629e+14 3.18204e+15 6.73105e+14
threshold=54.947759400000002 54.944948950000004 6.0000000000000009 62.010000000000012 1696.0000000000002 38.011626600000007 38.247071200000008 6.0000000000000009 38.109452700000006 55.012854300000008 99.050000000000011 4.5000000000000009 5.5000000000000009 30.084656550000002 11.500000000000002 60.002985000000002 59.882709350000006 60.01610465000001 101.02000000000002 55.017684700000011 55.026775150000006 6.0000000000000009 55.030407050000001 138.05000000000004 7.5000000000000009 55.050541250000002 77.010000000000005 82.901648750000021 82.941727000000014 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -9 10 12 -12 -2 14 15 16 -11 -17 -19 21 27 -15 23 -22 -25 26 -24 -21 29 -29
right_child=9 2 -4 -5 -6 6 -8 8 -10 13 11 -13 -14 19 -16 17 -18 18 -20 20 22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-56153.562856696546 -5657.8995343525066 -18350.908865438647 -5271.7636929782493 -57848.997482727762 -94.386798303754688 25114.626580779095 -13155.738325441518 -41849.840027573533 252972.57074295013 -30051.824582149486 122113.51504207934 -53566.718344268309 13475.641238531805 -22706.368033496707 23647.874717151521 118574.64756146037 -104380.03899111152 -1287.5894951647065 -185812.95109897669 -19017.038586915525 -9492.9481852282825 2256.2683223436725 7236.446358462752 -242681.8110095046 315316.61834375001 231.20805761892595 44114.514919677807 99986.864035978913 18958.273426895314 221391.81047250461
leaf_weight=8234 32267 17189 54372 5876 1349244 3396 6029 102 461 10681 437 4033 94647 37821 4010 511 1913 4028 213 4647 79299 53353 68093 434 50 2180810 9506 2930 38677 541
leaf_count=8234 32267 17189 54372 5876 1349244 3396 6029 102 461 10681 437 4033 94647 37821 4010 511 1913 4028 213 4647 79299 53353 68093 434 50 2180810 9506 2930 38677 541
internal_value=0 -978.187 -12164.6 -28413.4 -344.721 -18880.7 11846.7 49921.9 199559 537.633 7079.97 -36391.7 8611.07 193.468 -19198.7 -29103.9 -41342.1 3330.61 -10555.2 360.719 684.111 -8098.79 245.483 -10557.9 -185037 627.134 11754.1 22600.9 27189.5 118909
internal_weight=0 1.4449e+06 77437 23065 1.36747e+06 18222 9988 3959 563 2.6289e+06 131384 4470 126914 2.49752e+06 21356 17346 12594 4752 4241 2.47616e+06 2.38499e+06 91174 2.33819e+06 79783 484 2.25841e+06 77599 46795 42148 3471
internal_count=4073804 1444903 77437 23065 1367466 18222 9988 3959 563 2628901 131384 4470 126914 2497517 21356 17346 12594 4752 4241 2476161 2384987 91174 2338192 79783 484 2258409 77599 46795 42148 3471
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=4 6 2 0 1 0 1 0 4 0 0 1 7 6 1 1 0 0 1 1 4 6 0 6 6 1 1 1 4 1
split_gain=2.17336e+14 7.45485e+14 7.34721e+14 8.75395e+14 6.34984e+14 7.43419e+14 8.52341e+14 1.00332e+15 1.09168e+15 8.5835e+14 1.11364e+15 1.89813e+15 1.73049e+15 1.05685e+15 9.57378e+14 9.07789e+14 1.43905e+15 8.12179e+14 1.40418e+15 2.14854e+15 1.66699e+15 9.87345e+14 8.27702e+14 1.14804e+15 1.12628e+15 7.47951e+14 7.14703e+14 6.85774e+14 6.50448e+14 6.20424e+14
threshold=15.500000000000002 15.450000000000001 75.000000000000014 55.462387050000011 37.488790500000007 55.520061350000013 37.768783500000005 55.858844800000007 14.500000000000002 55.685785750000008 55.749683450000006 37.649344350000007 6.0000000000000009 101.02000000000002 37.618684050000006 37.534144550000008 55.721784200000009 55.759969450000007 37.631035900000008 37.600779750000008 10.500000000000002 45.305000000000007 55.79439725000001 73.00500000000001 108.05000000000001 37.71815560000001 37.543519500000009 37.503969450000007 7.5000000000000009 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 -6 7 8 9 14 11 13 -13 15 -7 -11 28 18 19 26 21 -21 24 -24 27 -16 -12 -19 -17 -10
right_child=1 -3 -4 4 5 6 -8 -9 29 10 17 12 -14 -15 25 16 -18 22 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-101215.6174088251 94097.795028663997 -1226.0742884637389 809.73514663287824 -17315.026867819106 -47299.816006766196 8352.912449802272 -21503.228211866463 -24083.071644844593 42208.278693046203 8290.7259437572266 2751.5892568600661 -21489.562946399546 137684.14782711733 -411021.04886363639 -56501.342319982199 -12262.073763293009 171491.02240397583 -72289.611436153558 55665.107773280331 -94479.713505367923 -21552.538881796878 -252068.27503323523 -11317.142429746978 66472.085270562369 -544400.81193181814 163.20514397946215 176862.49639497645 48952.62339301248 88313.871878332619 148642.90520856192
leaf_weight=974 821 1157877 2780547 36485 3469 12327 15591 10867 2373 1358 769 5257 785 44 5780 897 1816 499 1367 770 1250 822 14449 2184 33 3902 340 7168 2271 712
leaf_count=974 821 1157877 2780547 36485 3469 12327 15591 10867 2373 1358 769 5257 785 44 5780 897 1816 499 1367 770 1250 822 14449 2184 33 3902 340 7168 2271 712
internal_value=0 -1158.53 460.494 -6756.28 -6067.55 -1841.35 -157.126 4107.44 8668 5871.02 14240.7 39368.7 -809.099 77382.3 -10131.1 80770.8 100520 3708.53 -31693.6 -61918.7 -107984 -175848 11445.7 -1103.01 38552.6 -33664.6 56130.9 41061.7 59836.4 66772.8
internal_weight=0 1.1587e+06 2.91511e+06 134559 133585 97100 93631 78040 67173 64088 42079 12428 6042 6386 22009 6342 4984 29651 5318 3951 2842 1592 24333 16633 7700 9682 1109 7667 3168 3085
internal_count=4073804 1158698 2915106 134559 133585 97100 93631 78040 67173 64088 42079 12428 6042 6386 22009 6342 4984 29651 5318 3951 2842 1592 24333 16633 7700 9682 1109 7667 3168 3085
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 2 1 0 0 1 0 1 1 4 0 7 3 4 0 4 7 0 1 4 4 1 7 4 1 4
split_gain=2.38935e+14 2.34155e+15 2.40052e+15 1.73248e+15 2.72451e+15 1.75824e+15 2.16356e+15 1.62711e+15 2.78006e+15 1.63799e+15 4.1737e+15 7.37386e+15 2.47472e+15 2.4692e+15 1.61061e+15 1.72627e+15 1.59943e+15 1.58523e+15 1.36757e+15 1.96101e+15 1.36569e+15 1.27397e+15 2.19958e+15 1.67998e+15 1.57225e+15 1.20182e+15 1.03832e+15 1.11921e+15 1.0607e+15 1.24119e+15
threshold=451.00000000000006 38.893394150000006 56.342669500000007 36.593086150000012 10.500000000000002 75.000000000000014 37.858952300000006 55.702806750000008 55.667390500000003 37.873748150000004 56.288960650000007 38.166910000000009 37.131181300000009 6.5000000000000009 55.775215600000003 6.0000000000000009 5.5000000000000009 6.5000000000000009 55.972700350000004 5.5000000000000009 6.0000000000000009 55.050541250000002 38.011626600000007 15.500000000000002 16.500000000000004 37.290808600000013 6.0000000000000009 32.500000000000007 37.331232350000008 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 -1 6 16 8 21 12 14 -12 17 -13 -11 -16 -5 -9 19 -14 -8 22 -7 -23 -24 -25 28 -28 29 -21
right_child=-2 -3 -4 5 -6 7 20 9 -10 10 11 13 18 -15 15 -17 -18 -19 -20 26 -22 23 24 25 -26 -27 27 -29 -30 -31
leaf_value=-68700.043588383254 -341.99497576773427 -35002.562819795174 -45760.134941736302 -9666.4321750857034 162044.88241256197 -59155.017899562197 -24054.13815812505 8169.2949668084302 46056.818200622234 5356.6588229870613 15036.933568417462 91705.051830181896 65803.449100487385 368432.20218368736 -17938.027352796274 -72547.500936365905 5711.71233841915 -52987.320026480957 -7199.5173962886956 37108.557060256993 -112090.12341968653 24081.131778751736 6052.8579136045 53185.455265286779 177167.59997663647 -5120.9609413203507 -977.30033334599068 163157.77841391903 34886.007043497717 -40439.521627681948
leaf_weight=5824 3396489 16934 10084 112204 561 6784 5299 7899 26147 26389 5798 500 9253 908 44196 6661 170259 9146 19215 3792 2640 66777 7085 3843 581 44129 26732 422 32724 4529
leaf_count=5824 3396489 16934 10084 112204 561 6784 5299 7899 26147 26389 5798 500 9253 908 44196 6661 170259 9146 19215 3792 2640 66777 7085 3843 581 44129 26732 422 32724 4529
internal_value=0 1714.98 2656.52 3407.31 -48426.3 3921.29 -1844.07 8657.42 16319.9 2650.59 -7899.14 64886.6 10485.7 270163 -14689.1 -25090.5 -397.015 -24646.1 16680.4 22604.7 -53329.2 10301.8 -17680.9 13825.6 19021.5 -450.079 16743.7 1573.52 26779.7 -5099.74
internal_weight=0 677315 660381 650297 6385 643912 290402 353510 155346 198164 84452 7206 113712 1408 77246 50857 282463 17045 96667 77452 7939 129199 14450 114749 7666 47972 68199 27154 41045 8321
internal_count=4073804 677315 660381 650297 6385 643912 290402 353510 155346 198164 84452 7206 113712 1408 77246 50857 282463 17045 96667 77452 7939 129199 14450 114749 7666 47972 68199 27154 41045 8321
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=4 0 1 4 1 6 1 1 0 1 0 1 6 0 6 0 0 1 0 1 6 0 0 1 1 2 0 4 4 1
split_gain=2.16857e+14 5.62618e+14 9.67299e+14 5.14491e+14 1.22342e+15 8.3448e+14 7.96214e+14 7.83504e+14 1.64871e+15 8.367e+14 7.38192e+14 6.62715e+14 6.11658e+14 4.85917e+14 5.10206e+14 5.3466e+14 5.30314e+14 1.41272e+15 4.66883e+14 4.50923e+14 4.44905e+14 4.42692e+14 1.39759e+15 9.70922e+14 1.05871e+15 9.56503e+14 9.70415e+14 1.01018e+15 1.45038e+15 7.24638e+14
threshold=23.500000000000004 60.064438250000002 30.260128500000004 21.500000000000004 30.345769800000003 114.05000000000001 61.400814300000008 37.618684050000006 55.759969450000007 37.563506350000004 55.728148450000006 37.600779750000008 62.995000000000012 43.6005307 49.010000000000012 45.00849250000001 45.063245050000006 38.965413050000002 45.022979600000006 39.079932600000006 48.410000000000004 59.825842200000004 59.856552950000008 37.131181300000009 30.345769800000003 3338.0000000000005 60.002985000000002 26.500000000000004 25.500000000000004 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 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 13 -3 -1 12 6 7 8 9 10 -6 -10 -5 -2 -15 -16 17 -17 -7 -19 -11 23 -23 24 -18 26 27 28 -24 -28
right_child=1 2 -4 4 5 18 -8 -9 11 20 -12 -13 -14 14 15 16 21 19 -20 -21 -22 22 25 -25 -26 -27 29 -29 -30 -31
leaf_value=17.544442800804713 98759.032683687736 -162139.88298773367 -20511.975277933383 23352.759568295794 23344.540104429383 -108282.21212363138 34205.797616361066 -9300.1662083914689 -3184.4302793132329 46710.232857013973 116061.23017699679 -138002.44120725236 76464.619168193618 2248.5965539243352 -66299.475528916941 84745.635222694502 75762.035879612973 2741.6145610503231 83428.739348260598 -85833.349723634325 166374.11050552913 69144.674370692854 -43334.270989862736 -8123.8328454486036 -108109.36625794829 66387.26057722744 15358.922837620716 -166618.97319322452 73517.253740001281 -84692.202018344979
leaf_weight=3671018 478 535 4890 6572 9506 137 7118 45181 21175 527 944 371 3236 140389 1458 2352 380 5147 1746 647 757 3009 7103 121576 1780 1811 11396 543 1249 773
leaf_count=3671018 478 535 4890 6572 9506 137 7118 45181 21175 527 944 371 3236 140389 1458 2352 380 5147 1746 647 757 3009 7103 121576 1780 1811 11396 543 1249 773
internal_value=0 -2562.37 -34479 207.746 7386.03 3630.44 2181.53 -723.717 10919.7 41080.3 31720.1 -5505.86 40876.2 -1985.39 -2146.11 -6020.96 -5463.9 19383.6 69480.6 -7149.31 117260 -6816.71 5076.2 -9304.55 -75761.6 -3351.42 -9347.28 -34452.4 -25859.7 9003.47
internal_weight=0 305516 5425 3.76829e+06 97270 87462 85579 78461 33280 11734 10450 21546 9808 300091 299613 159224 157766 8146 1883 5794 1284 149620 25884 123736 2160 22875 21064 8895 8352 12169
internal_count=4073804 305516 5425 3768288 97270 87462 85579 78461 33280 11734 10450 21546 9808 300091 299613 159224 157766 8146 1883 5794 1284 149620 25884 123736 2160 22875 21064 8895 8352 12169
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=6 5 2 1 1 5 1 1 6 6 4 1 0 4 4 4 0 7 0 0 0 4 0 1 6 1 6 4 0 3
split_gain=2.11229e+14 7.71188e+14 3.96668e+14 3.24432e+14 2.85843e+14 2.30981e+14 4.90855e+14 8.41704e+14 1.00939e+15 8.20536e+14 5.11225e+14 6.80289e+14 4.9833e+14 4.95309e+14 4.95055e+14 1.43505e+15 5.36432e+14 1.68136e+15 5.20931e+14 1.3251e+15 8.42646e+14 6.54143e+14 8.48999e+14 6.03848e+14 5.89334e+14 6.55034e+14 5.53398e+14 5.17379e+14 4.86862e+14 4.53338e+14
threshold=21.020000000000003 1.5000000000000002 75.000000000000014 30.438492500000006 30.323041000000003 2.5000000000000004 30.315889700000003 30.330566300000005 73.41500000000002 120.05000000000001 4.5000000000000009 30.242318500000007 54.707511300000007 16.500000000000004 24.500000000000004 21.500000000000004 54.73499850000001 6.0000000000000009 59.91832440000001 59.856552950000008 59.990753350000013 7.5000000000000009 59.939085000000013 30.277905650000005 84.810000000000016 30.157841000000001 78.010000000000005 5.5000000000000009 54.724612400000005 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 -2 9 8 13 12 -11 -12 -7 -8 15 16 17 -14 19 -18 21 -20 -23 24 -21 -26 -24 -19 -29 -28
right_child=5 2 3 -5 -6 6 7 -9 -10 10 11 -13 14 -15 -16 -17 18 27 20 23 -22 22 26 -25 25 -27 29 28 -30 -31
leaf_value=-13707.348710938584 490.2949076060134 193676.64625584611 62422.25905691964 21494.977495747171 381251.69694148935 -69931.871374526876 -2602.0761240499905 -1055.745252843936 55431.044238390183 -42568.261386447521 97846.145674481857 -5185.5050485957772 71117.450583247817 -125982.23893325619 -58482.29730663939 53146.53165598333 -13071.860269613449 153914.17100972022 -19806.091634620381 -76376.717805854802 -31077.673636369676 -12631.204086462953 12800.197819301895 -38497.611766666363 -31586.02111569039 -229504.2892046014 22449.160965703282 -162777.69860222976 -20554.514790398607 132651.63575351387
leaf_weight=29053 3070385 147 70 3894 47 1605 1655 917801 5393 657 1576 1080 2242 405 2268 3250 9756 86 3416 1751 8236 2041 1047 2189 227 635 509 562 421 1400
leaf_count=29053 3070385 147 70 3894 47 1605 1655 917801 5393 657 1576 1080 2242 405 2268 3250 9756 86 3416 1751 8236 2041 1047 2189 227 635 509 562 421 1400
internal_value=0 -7942.53 32337.7 26424.8 190499 65.2823 -1279.74 -783.951 32686.2 -11484.2 36413.5 55950.7 -15295 -26858.9 -13104.7 -10379.7 -16360.9 21911 -20421.5 -34238.3 -8340.01 13919.3 36974.3 -77241.2 -109698 -177384 71224.9 -81289 -101866 103268
internal_weight=0 33211 4158 4011 117 4.04059e+06 970208 925254 7453 44954 3313 2656 41641 2060 40036 37768 34518 3311 31207 14558 16649 8413 4997 4802 2613 862 2956 1069 983 1909
internal_count=4073804 33211 4158 4011 117 4040593 970208 925254 7453 44954 3313 2656 41641 2060 40036 37768 34518 3311 31207 14558 16649 8413 4997 4802 2613 862 2956 1069 983 1909
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=6 2 6 5 0 4 6 0 6 5 1 1 6 1 1 4 1 0 0 4 1 1 1 1 4 0 1 0 7 1
split_gain=2.04823e+14 1.2407e+15 1.1933e+15 9.31329e+14 9.72148e+14 1.12984e+15 5.97541e+14 7.03546e+14 9.01886e+14 5.92169e+14 5.82521e+14 5.76167e+14 1.44678e+15 9.21329e+14 1.02996e+15 8.5626e+14 5.85441e+14 1.37009e+15 5.78818e+14 6.022e+14 5.66706e+14 5.64806e+14 7.56288e+14 1.14934e+15 9.34605e+14 6.61574e+14 1.0653e+15 1.00965e+15 7.54301e+14 7.12778e+14
threshold=87.015000000000015 36.000000000000007 82.905000000000015 1.5000000000000002 55.183288250000011 16.500000000000004 168.45000000000002 55.595177750000005 108.05000000000001 2.5000000000000004 37.563506350000004 37.873748150000004 138.05000000000004 38.927872750000006 38.965413050000002 20.500000000000004 39.038055050000004 45.067157700000003 55.759969450000007 17.500000000000004 38.166910000000009 39.908802000000009 43.862029600000007 44.064675150000006 21.500000000000004 47.245981600000007 39.843340650000009 47.222459950000008 6.0000000000000009 39.231261550000006
decision_type=2 2 2 2 2 2 2 2 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 -1 4 5 -3 7 8 10 -5 -2 12 -11 18 15 -15 17 -16 -13 -20 -4 25 -23 24 -24 27 29 -18 -28 -27
right_child=1 3 20 9 -6 -7 -8 -9 -10 11 -12 13 -14 14 16 -17 21 -19 19 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-68.736276886341429 -48184.873754826505 -46720.662014106114 -149.58826112768691 14048.021261755905 -114599.52938515594 205755.46381162448 -162097.66957504736 42487.138249428659 106786.23412544407 -433.58746493255506 124482.51311127286 -22902.061290049969 60800.501499806742 16449.754196730719 -6058.6777036517815 114898.50647655223 9447.6875561497473 -81965.590739258099 -58226.640047865425 -192546.58913196018 17932.37219476551 -35137.368871305662 66993.940226410909 -7248.2919870572005 -109990.58695383738 20700.042426654021 96958.690286015029 81451.864057382132 -39703.333440550719 -56477.39725307656
leaf_weight=3714783 2493 751 25285 17844 1529 232 165 10023 541 48903 212 6469 4189 3914 7793 1141 7697 3422 2096 397 55111 9367 3205 135779 329 1720 1285 2607 589 3933
leaf_count=3714783 2493 751 25285 17844 1529 232 165 10023 541 48903 212 6469 4189 3914 7793 1141 7697 3422 2096 397 55111 9367 3205 135779 329 1720 1285 2607 589 3933
internal_value=0 -2616.95 192.125 -4118.87 -64719.2 12866.8 27031.4 29383.2 -11079.2 -3539.35 -34652.3 -4821.15 4397.83 -7373.8 -5838.89 38671.3 -7104.88 -29219.9 -38678.6 -79616.5 12245.5 -5615.36 -7632.29 -5782.93 50517.5 11202.3 -11334.5 27665.4 54005.7 -32995.1
internal_weight=0 278625 3.79518e+06 265191 2512 983 13434 13269 3246 262679 2705 244835 53092 191743 182781 5055 177726 11215 8962 2493 80396 166511 148680 139313 3534 17831 7527 10304 1874 5653
internal_count=4073804 278625 3795179 265191 2512 983 13434 13269 3246 262679 2705 244835 53092 191743 182781 5055 177726 11215 8962 2493 80396 166511 148680 139313 3534 17831 7527 10304 1874 5653
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=5 6 6 1 5 1 3 0 4 4 7 6 5 1 2 6 1 0 0 6 4 1 6 5 6 0 2 0 0 4
split_gain=2.09318e+14 4.43196e+14 2.81861e+14 4.32374e+14 2.97426e+14 6.51142e+14 3.47575e+14 2.85877e+14 2.50063e+14 2.28913e+14 5.94565e+14 1.22342e+15 1.06104e+15 8.66843e+14 9.60611e+14 1.06179e+15 8.60217e+14 1.32216e+15 9.43294e+14 7.99316e+14 7.71022e+14 9.75397e+14 7.1853e+14 9.47924e+14 1.07397e+15 1.02062e+15 6.86885e+14 6.14521e+14 1.72216e+15 1.05503e+15
threshold=4.5000000000000009 247.90000000000001 247.90000000000001 33.882313700000005 2.5000000000000004 39.018051150000005 9.5000000000000018 45.085557650000005 11.500000000000002 15.500000000000002 6.0000000000000009 149.05000000000004 2.5000000000000004 37.897576350000001 2691.5000000000005 73.00500000000001 37.401708450000008 55.579943700000008 55.972700350000004 73.41500000000002 17.500000000000004 37.682335600000009 49.010000000000012 1.5000000000000002 69.015000000000015 59.933037250000005 3338.0000000000005 59.933037250000005 59.848366150000011 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=2 -2 9 -4 8 7 -7 -6 -5 -1 13 22 -13 16 15 -15 26 -18 19 20 -19 -22 -12 24 -24 -26 -11 28 -25 -29
right_child=1 -3 3 4 5 6 -8 -9 -10 10 11 12 -14 14 -16 -17 17 18 -20 -21 21 -23 23 27 25 -27 -28 29 -30 -31
leaf_value=535.93921623320659 -16996.585558563846 50099.406835937501 -198854.06220703127 27426.913328458948 226641.48605182927 -158521.53936513158 116195.43238357845 -28221.857606907895 -82332.295206050956 -2255.4926303001589 131.26096466172947 555679.77801339282 97601.043199863547 -7893.5562821840786 234.84603148346096 -45652.995987093782 -4997.4266716200709 7447.6752706121815 -22021.988232133062 45719.683008784195 49387.742131426989 4920.8557546029733 12557.091943257305 -8589.1006985222684 102383.72617285157 564219.01836703427 22208.497417002425 -101542.39850248025 30116.491406605517 -17809.547316365974
leaf_weight=2901158 13326 1063 152 1014 82 475 51 95 261 104372 265677 56 521 44572 332100 8941 28172 28462 4784 13387 13140 7898 10711 242704 775 51 12895 1609 12067 23233
leaf_count=2901158 13326 1063 152 1014 82 475 51 95 261 104372 265677 56 521 44572 332100 8941 28172 28462 4784 13387 13140 7898 10711 242704 775 51 12895 1609 12067 23233
internal_value=0 -12039.8 42.6763 -36324.8 -23835.2 -76057.2 -131885 89850.4 4958.56 61.7686 -1128.1 -3478.41 142059 1060.01 -1768.67 -14202.4 6178.37 13206 20784.3 24040.7 18177.7 32694.2 -3629.22 -7060.7 21029.9 130899 434.635 -8219.73 -6755.85 -23232.9
internal_weight=0 14389 4.05942e+06 2130 1978 703 526 177 1275 4.05728e+06 1.15613e+06 557404 577 598723 385613 53513 213110 95843 67671 62887 49500 21038 556827 291150 11537 826 117267 279613 254771 24842
internal_count=4073804 14389 4059415 2130 1978 703 526 177 1275 4057285 1156127 557404 577 598723 385613 53513 213110 95843 67671 62887 49500 21038 556827 291150 11537 826 117267 279613 254771 24842
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 4 0 2 0 6 2 0 0 0 6 0 0 1 0 2 6 2 1 0 2 2 6 0 1
split_gain=1.99024e+14 5.99655e+14 5.52133e+14 5.69433e+14 5.67304e+14 5.45137e+14 5.48356e+14 4.80575e+14 9.96696e+14 5.37939e+14 4.97074e+14 4.64874e+14 6.67087e+14 5.85045e+14 4.47223e+14 4.35258e+14 4.33389e+14 3.69409e+14 3.34106e+14 3.02253e+14 2.57939e+14 2.57034e+14 2.52599e+14 2.35086e+14 6.126e+14 2.54489e+14 8.69356e+14 1.10858e+15 8.90523e+14 1.16329e+15
threshold=92.791023150000015 83.971434050000013 91.292296250000007 56.041614100000011 53.506098950000009 92.948588300000011 11.500000000000002 52.516286950000008 9236.5000000000018 61.78914120000001 92.02500000000002 10180.500000000002 55.462387050000011 55.303261650000003 51.768991500000006 69.605000000000004 52.07762420000001 56.228352100000002 94.478249850000012 56.006509350000009 7912.5000000000009 94.02500000000002 2851.5000000000005 83.754481100000007 53.379556850000007 4829.0000000000009 5444.0000000000009 110.01500000000001 54.947759400000002 82.981285100000022
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 -4 6 19 8 15 10 -9 12 13 16 -10 18 -3 -14 -7 -2 -20 22 -18 25 -25 -1 27 -27 -28 -30
right_child=5 2 3 -5 -6 7 -8 9 14 -11 -12 -13 17 -15 -16 -17 21 -19 20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=569.11542032486966 7693.8908745010722 29159.435385778739 -49149.646224790144 -42266.526532998912 10898.518370995173 106830.71876764524 142.59152911221938 -13694.98715388836 -44107.388242774941 18193.15800477608 -123564.61477763345 30980.929853998306 -69392.24253636795 620.85830203983994 -930.51327924425152 65230.968620419597 -80645.974325834133 -21941.340704309856 11743.77658070164 33137.926224003073 58571.274061179363 -126670.66354195733 -26403.751711571567 25231.808805603836 -24394.539908778741 -6813.0907121919827 -4318.4983461314087 -72259.47138843211 4407.2808445805122 -3876.1880905705643
leaf_weight=2579866 6988 1269 1695 2654 21916 422 16020 27676 2637 5770 418 1917 3684 15248 26575 2430 918 2958 11762 14067 1307 280 13253 10255 3284 166696 351972 2629 527378 249860
leaf_count=2579866 6988 1269 1695 2654 21916 422 16020 27676 2637 5770 418 1917 3684 15248 26575 2430 918 2958 11762 14067 1307 280 13253 10255 3284 166696 351972 2629 527378 249860
internal_value=0 -119.7 -9586.95 1651.17 6587.75 4081.43 14085 -613.451 6142.67 -9617.82 -15329.7 -17054.5 -19502.9 -13335 -4828.14 26272 -26871.9 -48260.1 19254.7 24693.2 16426.9 -31792.2 -29917.6 40.3411 13194.5 -5.57846 -1147.35 -7829.23 -145.404 1744.38
internal_weight=0 3.95773e+06 65792 26265 23611 116072 37075 78997 45133 33864 28094 39527 37610 30968 29212 15921 15720 6642 13491 21055 13069 14451 14171 3.89194e+06 13539 3.8784e+06 1.29854e+06 169325 1.12921e+06 777238
internal_count=4073804 3957732 65792 26265 23611 116072 37075 78997 45133 33864 28094 39527 37610 30968 29212 15921 15720 6642 13491 21055 13069 14451 14171 3891940 13539 3878401 1298535 169325 1129210 777238
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=4 3 6 1 0 1 4 2 1 2 1 0 2 6 0 1 0 7 0 6 6 6 3 4 6 0 6 1 1 0
split_gain=1.93376e+14 7.00645e+14 9.66525e+14 7.6638e+14 9.54491e+14 9.19709e+14 6.97278e+14 2.15206e+15 9.52959e+14 7.59386e+14 7.35747e+14 1.15904e+15 2.99599e+15 1.37062e+15 1.05521e+15 9.1421e+14 8.71623e+14 8.52883e+14 8.15547e+14 7.52289e+14 8.49077e+14 6.90423e+14 6.87073e+14 9.83527e+14 1.51073e+15 9.06742e+14 6.79395e+14 7.17555e+14 1.07144e+15 7.21398e+14
threshold=11.500000000000002 2.5000000000000004 72.020000000000024 38.97264950000001 44.601833250000006 38.927872750000006 9.5000000000000018 3930.5000000000005 83.015546400000019 75.000000000000014 82.991167100000027 54.962581500000006 5762.5000000000009 88.00500000000001 55.007293000000011 82.966990000000024 54.998919050000005 6.0000000000000009 55.014086100000007 62.995000000000012 39.995000000000012 15.450000000000001 4.5000000000000009 6.5000000000000009 99.050000000000011 51.567244500000008 94.02500000000002 83.00362155000002 83.011163250000024 55.029726000000004
decision_type=2 2 2 2 2 2 2 2 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 21 9 -8 10 -1 11 19 13 -13 -12 -14 -17 26 -19 20 -9 -6 -11 24 -24 -26 27 -16 -29 -30
right_child=1 3 -4 -5 5 -7 7 8 -10 22 14 12 15 -15 17 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-10819.722786392369 -3508.9581673263801 107650.9432531677 -24191.269495224871 -2528.0709298320321 136776.28033486273 19647.910712060278 12368.247339343074 -12705.469868121712 16793.952145650266 1184.8728932720767 68177.348686554396 -178.00736725583943 22931.54341018603 -55025.588370045545 -24087.873029219711 149613.77521779525 47684.663744780817 12480.463778540072 -6595.6540399590031 -14493.154997625628 5839.008139284475 1228.0255762223221 -6841.7890402680459 283.11807044807546 -109431.85817662609 -31014.284363081541 -125211.04431075785 15896.776880653628 95743.691277315098 -41267.975737480956
leaf_weight=68333 116189 858 28050 688660 376 28594 188060 34244 31077 1278957 1893 61459 42806 4921 37217 986 5625 28819 100798 44652 88493 626920 200915 337044 2061 5182 574 13271 409 6361
leaf_count=68333 116189 858 28050 688660 376 28594 188060 34244 31077 1278957 1893 61459 42806 4921 37217 986 5625 28819 100798 44652 88493 626920 200915 337044 2061 5182 574 13271 409 6361
internal_value=0 -907.443 -7531.02 -197.34 2246.64 2108.76 523.099 3240.24 -168.405 -469.958 -1283.98 1942.57 9634.38 -4244.07 -6109.71 28276.8 62886.9 -6859.91 -2354.28 -3378.5 665.042 1309.27 -82.2562 -3054.74 -8459.31 -53328.1 -16958.3 -15873 -617.749 -32990.6
internal_weight=0 1.48965e+06 144239 1.34541e+06 656748 655890 2.58416e+06 691665 503605 1.89249e+06 472528 283186 115797 66380 189342 49417 6611 187449 129617 167389 122737 627296 1.82416e+06 545202 208158 7243 57832 57258 20041 6770
internal_count=4073804 1489647 144239 1345408 656748 655890 2584157 691665 503605 1892492 472528 283186 115797 66380 189342 49417 6611 187449 129617 167389 122737 627296 1824159 545202 208158 7243 57832 57258 20041 6770
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 4 3 1 4 3 3 0 1 6 5 1 3 0 1 0 6 2 1 4 1 1 6 6 6 0
split_gain=1.9722e+14 1.35041e+15 7.70899e+14 5.31362e+14 5.17764e+14 4.63647e+14 4.90853e+14 4.50179e+14 4.33923e+14 4.19512e+14 1.15315e+15 4.12578e+14 1.03724e+15 7.63623e+14 4.88638e+14 3.73625e+14 3.69997e+14 3.65757e+14 9.78232e+14 9.65197e+14 8.5802e+14 7.312e+14 8.17743e+14 6.46331e+14 5.6147e+14 4.44069e+14 5.25989e+14 4.41607e+14 4.31656e+14 3.92928e+14
threshold=43.6005307 39.735861600000007 39.723160900000003 16.500000000000004 22.500000000000004 11.500000000000002 13.500000000000002 47.800771000000005 12.500000000000002 6.5000000000000009 7.5000000000000009 43.051287600000009 43.80299105000001 94.02500000000002 3.5000000000000004 39.939672500000007 4.5000000000000009 45.015054600000006 37.318079750000003 45.029425500000009 86.030000000000015 2892.5000000000005 38.977585500000011 21.500000000000004 43.56803845000001 38.948208550000011 64.805000000000021 108.05000000000001 45.305000000000007 44.685196900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -1 8 11 -6 -11 14 -13 -14 16 -5 -3 18 20 21 28 22 25 24 29 -19 -27 -24 -2 -20
right_child=17 3 4 15 9 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 19 23 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=3353.2862887069477 -6703.2929824762141 19855.251258026368 91707.586088906741 74954.818954785456 195552.22211415818 60408.415106377208 -441124.17699999997 -42288.040087575384 -29878.339978258307 -548563.74945790821 19500.997783499053 3077.5727832895441 -29618.673194801537 -140661.85544537482 63506.971793333338 -24939.321073714749 -5215.212148564995 10956.685877458678 1439.2648431463747 -28.632550060899934 120473.94314082706 -20040.130635513426 15206.053040942617 -34536.318329938171 -46279.374821716403 32639.604560107971 93197.687371278647 -76514.498984555845 35929.807216621462 -8221.4539796505996
leaf_weight=4026 4315 13002 2979 1537 49 1907 25 2575 4433 49 132 30028 5094 705 1733 495 10757 2047 74301 3769902 870 4454 18811 7634 3205 2670 3099 540 5282 97148
leaf_count=4026 4315 13002 2979 1537 49 1907 25 2575 4433 49 132 30028 5094 705 1733 495 10757 2047 74301 3769902 870 4454 18811 7634 3205 2670 3099 540 5282 97148
internal_value=0 4931.06 41032.5 227.447 80546.4 19750.1 610.276 -1271.21 335.109 -64014.9 -134284 2519.36 -4399.78 -43118.5 12243.7 50620.4 8504.48 -98.1773 -4347.83 117.3 25381.6 17515.6 23672.8 -6054.89 -4809.99 50971.8 65170.3 12646.5 16761.1 -4034.78
internal_weight=0 79526 9167 70359 3209 5958 4051 68327 65752 230 181 61319 35827 5799 25492 2032 23759 3.99428e+06 192755 3.80152e+06 10467 31621 27167 182288 174654 7816 5769 19351 9597 171449
internal_count=4073804 79526 9167 70359 3209 5958 4051 68327 65752 230 181 61319 35827 5799 25492 2032 23759 3994278 192755 3801523 10467 31621 27167 182288 174654 7816 5769 19351 9597 171449
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 1 0 1 1 1 1 1 2 4 1 2 0 1 0 0 6 0 4 1 1 1 0 6
split_gain=1.95041e+14 1.69765e+15 1.54385e+15 1.41624e+15 1.72698e+15 1.07728e+15 1.30698e+15 1.083e+15 1.05475e+15 1.02383e+15 8.92262e+14 1.66668e+15 1.20666e+15 1.22593e+15 1.62598e+15 1.08727e+15 1.07886e+15 9.70077e+14 1.26245e+15 8.83721e+14 8.74925e+14 1.1559e+15 1.2023e+15 8.9763e+14 8.72103e+14 2.70756e+15 7.60954e+14 1.46016e+15 7.44211e+14 1.33132e+15
threshold=55.82518790000001 55.737027400000009 49.692247900000005 73.995000000000019 49.195555600000006 49.111590500000005 38.166910000000009 49.147669400000005 55.801384500000005 52.061190950000004 60.571186450000006 60.636764050000004 65.493200550000012 61.273924650000005 4395.5000000000009 19.500000000000004 65.593879100000024 2851.5000000000005 56.067362750000008 38.109452700000006 56.791379400000004 56.850115550000005 65.805000000000021 56.818587550000011 8.5000000000000018 49.111590500000005 37.290808600000013 37.318079750000003 59.825842200000004 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 6 8 -7 19 -4 28 20 13 15 -15 -13 -14 -18 -19 -3 -12 22 -22 -24 25 -5 -10 -28 29 -2
right_child=10 2 9 4 -6 7 -8 -9 26 -11 11 12 16 14 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-269.50212709385113 -2384.2014104480872 15262.009101069953 -69648.793511923592 29914.446811787006 -31030.691357876443 56089.344748146577 -13584.730227050317 14413.260929513948 67140.190556657923 -7696.3396184768417 -12975.900544775432 7595.0146521914421 14594.749648220401 -3480.0055471281835 -54011.230434559751 -31860.873724087505 46090.492480651737 8431.0914741231045 -12911.622208115521 146278.18749421401 21386.161657013825 6201.9041820325237 31457.626538423072 89990.484815744072 31836.507162064925 184619.41106952121 -108496.17949793996 -5041.6550012415291 1228.7880887774645 -14400.794219008903
leaf_weight=2465905 580925 64106 3105 3677 3773 7259 34149 44211 1319 18933 7783 32808 65401 12784 12688 8873 4136 50739 61077 519 20312 23584 4861 5683 19636 1634 1443 25007 377883 109591
leaf_count=2465905 580925 64106 3105 3677 3773 7259 34149 44211 1319 18933 7783 32808 65401 12784 12688 8873 4136 50739 61077 519 20312 23584 4861 5683 19636 1634 1443 25007 377883 109591
internal_value=0 495.007 8735.59 11417.7 32023.9 8093.22 3131.91 20291 9310.41 -16425 -967.194 3749.3 84.5707 -11366.7 -28650.4 -804.306 4324.84 -1467.74 -3226.89 16314.2 18385.5 22869.1 35608.2 63005.6 41560.3 77511.5 -6989.04 -10685.7 -2338.92 -4291.34
internal_weight=0 2.69468e+06 228771 206733 28720 178013 126543 51470 92394 22038 1.37913e+06 310729 248506 67153 25472 41681 181353 115952 111816 64625 62223 54440 30856 10544 24947 5311 27769 26450 1.0684e+06 690516
internal_count=4073804 2694676 228771 206733 28720 178013 126543 51470 92394 22038 1379128 310729 248506 67153 25472 41681 181353 115952 111816 64625 62223 54440 30856 10544 24947 5311 27769 26450 1068399 690516
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 1 0 0 0 0 0 3 0 0 2 0 0 4 4 1 1 4 4 1 6 4 1 1 1 6
split_gain=1.98992e+14 1.29263e+15 1.56104e+15 7.37116e+14 7.73125e+14 1.02714e+15 1.70078e+15 2.66304e+15 2.09259e+15 2.68741e+15 1.80652e+15 1.67507e+15 9.84271e+14 9.43918e+14 8.31764e+14 1.57819e+15 2.00418e+15 2.05646e+15 1.42479e+15 1.00492e+15 1.09611e+15 9.60492e+14 9.47801e+14 1.20853e+15 1.13847e+15 8.25531e+14 7.59134e+14 7.47751e+14 7.27549e+14 8.24054e+14
threshold=37.131181300000009 30.452677500000004 51.307150200000002 26.500000000000004 30.303340300000002 30.345769800000003 59.882709350000006 59.848366150000011 59.950512650000007 59.939085000000013 60.028671700000011 7.5000000000000009 59.864072000000007 59.982409200000006 3338.0000000000005 59.950512650000007 59.91832440000001 22.500000000000004 7.5000000000000009 30.425503950000003 30.389265100000003 9.5000000000000018 12.500000000000002 30.410676000000006 46.805000000000007 10.500000000000002 30.410676000000006 30.330566300000005 30.410676000000006 48.025000000000013
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 3 -3 4 -1 6 7 -6 9 -8 11 -10 -9 -13 15 16 28 18 -18 20 21 -20 24 -24 -17 -14 -22 -27 29 -7
right_child=-2 2 -4 -5 5 14 8 12 10 -11 -12 13 25 -15 -16 22 17 -19 19 -21 26 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-2952.876454193256 265.52177481198419 11160.343316075825 -13969.686739670733 -40002.265899138481 14648.987274777828 7378.4154322436361 1537.9076571262419 73755.324130362918 26154.716955593325 -85567.921686610032 -9955.6539579807086 169645.34865210118 114071.12428345329 70522.115515867481 29985.44479840569 -11151.831967154509 21257.880429619021 -166136.82061158645 137618.10480190438 5297.2945480732396 210730.0693414486 -13053.410825590998 10696.960511994614 -29575.375964526465 -65784.402826754304 187935.3329499618 92768.90954289693 443072.17836826353 14547.309119015083 -28476.452584393854
leaf_weight=163123 3559983 30451 131312 4216 10797 12418 28041 4180 11762 4054 8091 1248 1015 4173 8755 8360 5401 431 793 989 1360 907 18312 12564 7015 368 911 167 19358 13249
leaf_count=163123 3559983 30451 131312 4216 10797 12418 28041 4180 11762 4054 8091 1248 1015 4173 8755 8360 5401 431 793 989 1360 907 18312 12564 7015 368 911 167 19358 13249
internal_value=0 -1839.65 -9239.1 1560.23 2063.98 6494.31 15626.2 43891.7 7483.46 -9464.65 29005.6 47351.3 98993.5 93341.9 405.203 -2132.08 9187.03 47891.5 56794.7 95491.2 117954 57230.4 -15792.3 -5690.58 -36078.5 167055 163411 267576 -90.0066 -11129.4
internal_weight=0 513821 161763 352058 347842 184719 73896 16527 57369 32095 25274 17183 5730 5421 110823 102068 55817 10792 10361 4960 3971 1700 46251 30876 15375 1550 2271 535 45025 25667
internal_count=4073804 513821 161763 352058 347842 184719 73896 16527 57369 32095 25274 17183 5730 5421 110823 102068 55817 10792 10361 4960 3971 1700 46251 30876 15375 1550 2271 535 45025 25667
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 6 0 1 1 1 4 0 4 4 0 4 1 1 0 0 2 0 0 6 1 0 6 0 0
split_gain=1.88766e+14 1.89721e+14 2.77423e+15 2.30352e+15 2.03954e+15 1.682e+15 8.78092e+14 8.77712e+14 1.61376e+15 1.12908e+15 8.55176e+14 1.26482e+15 1.02658e+15 8.40334e+14 8.27451e+14 7.94432e+14 8.46631e+14 7.82521e+14 1.16861e+15 9.32668e+14 1.41741e+15 1.27605e+15 1.20015e+15 8.99276e+14 8.85723e+14 8.84212e+14 8.66394e+14 1.09216e+15 1.05886e+15 1.34445e+15
threshold=14624.000000000002 56.342669500000007 56.288960650000007 38.066230450000006 56.638205000000006 2911.0000000000005 64.015000000000015 56.067362750000008 47.256487700000001 43.80299105000001 43.932356550000009 19.500000000000004 56.309668500000008 7.5000000000000009 3.5000000000000004 56.148747500000006 21.500000000000004 60.571186450000006 60.636764050000004 57.60122925000001 57.634352600000007 2632.5000000000005 56.904718250000009 63.565651350000003 78.605000000000004 39.749243900000003 57.14107305000001 88.00500000000001 57.174562350000009 60.753246850000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -5 -1 9 -9 11 -8 -12 14 -14 -11 -17 19 -19 22 -21 25 -6 26 -24 -22 27 -20 -28 -30
right_child=-2 4 3 5 17 -7 10 8 -10 15 12 -13 13 -15 -16 16 -18 18 23 20 21 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=329.32944895127713 68692.728186035165 -21746.13523809626 -28106.570586730595 31465.064727654681 -3235.7984355566432 -32666.344332866029 4665.6287450267737 -18219.271881784 -24198.153552027634 -6562.2347111081835 31048.996241941415 336967.66764485679 1899.5863855132422 80829.223537440339 202777.34643275925 24868.119783688271 -49703.860945198241 16537.6660030647 -1196.6659001126716 30750.898637199327 -43037.525134400435 677.34057269560151 -18978.177590692325 -48737.261652936424 -70931.194456136858 -9483.4567096156443 23362.306284010858 -39917.94397728263 -14220.702217383041 29856.599925526396
leaf_weight=2958794 400 46152 7019 26897 100113 3444 2518 21185 41920 18036 2131 120 241 2576 1375 25780 1618 62128 94311 14564 9958 475805 37634 3625 3595 37162 32576 7894 24605 9628
leaf_count=2958794 400 46152 7019 26897 100113 3444 2518 21185 41920 18036 2131 120 241 2576 1375 25780 1618 62128 94311 14564 9958 475805 37634 3625 3595 37162 32576 7894 24605 9628
internal_value=0 -6.74549 372.153 24662.1 -1235.98 34086.2 40497.5 5.3398 -8826.68 845.818 67608.8 19781.7 87562.6 116291 172820 9735.5 20464.2 -199.873 4776.73 -1920.98 -20.1935 -877.2 -9149.21 544.291 -23508.3 -16574.5 1601.28 -4187.38 10456.8 -1824
internal_weight=0 4.0734e+06 3.11365e+06 46321 959750 39302 35858 3.06733e+06 108539 66619 8961 2638 6323 4192 1616 45434 27398 913598 234767 678831 537489 522925 141342 172639 41229 47120 169014 102205 66809 34233
internal_count=4073804 4073404 3113654 46321 959750 39302 35858 3067333 108539 66619 8961 2638 6323 4192 1616 45434 27398 913598 234767 678831 537489 522925 141342 172639 41229 47120 169014 102205 66809 34233
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=4 1 0 6 2 0 1 0 1 0 0 1 1 1 0 0 6 1 0 0 7 0 6 4 4 3 0 4 0 1
split_gain=1.96528e+14 8.16037e+14 9.81258e+14 1.30148e+15 1.1645e+15 9.70276e+14 1.69688e+15 1.16491e+15 1.61489e+15 9.09314e+14 2.04339e+15 2.65077e+15 2.37415e+15 9.10367e+14 8.51527e+14 1.11592e+15 1.08979e+15 9.65399e+14 8.44434e+14 8.17779e+14 7.91526e+14 7.80049e+14 1.11074e+15 7.49438e+14 1.55189e+15 1.47939e+15 1.30846e+15 1.11163e+15 3.26186e+15 1.95494e+15
threshold=10.500000000000002 37.873748150000004 55.071632200000003 42.205000000000005 1250.5000000000002 54.988402950000008 82.906746050000024 55.026775150000006 82.918694400000007 56.288960650000007 56.324067350000007 43.80299105000001 38.166910000000009 40.377616600000003 54.916864950000011 54.604289300000012 72.50500000000001 83.050033500000012 54.86311005000001 56.791379400000004 6.0000000000000009 55.055052800000006 105.00500000000001 24.500000000000004 25.500000000000004 17.500000000000004 55.539595350000006 30.500000000000004 55.812023600000011 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 18 14 21 -8 -9 -5 11 12 -11 -12 15 -6 -16 -17 -3 -15 -2 22 -7 25 -25 -22 -26 28 -28 -30
right_child=1 2 3 9 5 6 7 8 -10 10 13 -13 -14 19 16 17 -18 -19 -20 -21 23 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=537.48015236059734 5519.1308126040749 283223.85307736212 1647.7596662921387 -16677.202851818623 -2167.4235635228283 -14233.633062993171 32298.488864125597 60957.055132186157 -288.32260042478219 29634.97424967448 -32837.869854640587 30713.103179638205 424060.16139155981 -25174.543466957737 -8037.6617811463429 14972.818060733833 -49147.681289317326 96564.303005048641 60298.368757965916 -462.22432763641257 -1057.9755542617838 52004.35088649769 -108177.70304585852 -20631.235833468272 324904.33478984982 28038.711786218704 87752.475545504509 -10589.353434442968 -518.09174184762844 -244359.86644748901
leaf_weight=2547999 305578 205 124289 129922 364890 19582 27980 4824 40034 270 12415 4056 351 15773 34324 21703 7940 1554 993 88666 213734 1608 1345 51142 129 19030 5451 18495 9181 341
leaf_count=2547999 305578 205 124289 129922 364890 19582 27980 4824 40034 270 12415 4056 351 15773 34324 21703 7940 1554 993 88666 213734 1608 1345 51142 129 19030 5451 18495 9181 341
internal_value=0 -897.558 -2818.88 -6723.4 -34.9319 -259.319 8866.52 16285.8 6297.97 -10861.1 -4643.46 60170.8 252571 -7237.61 -2281.48 -813.751 -15760.9 20424.6 98445.1 -4194.43 1886.07 -15114.2 -20271.5 -1610.55 -9662.67 1320.87 7033.9 5808.69 26063.9 -9250.51
internal_weight=0 1.5258e+06 902724 375742 526982 525784 95373 72838 44858 251453 121531 4677 621 116854 430411 388147 42264 23257 1198 104439 623081 22535 20927 317503 84739 232764 33597 33468 14973 9522
internal_count=4073804 1525805 902724 375742 526982 525784 95373 72838 44858 251453 121531 4677 621 116854 430411 388147 42264 23257 1198 104439 623081 22535 20927 317503 84739 232764 33597 33468 14973 9522
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 6 6 6 0 0 6 0 0 1 1 6 5 7 4 1 7 4 1 4 1 0 0 1 0
split_gain=1.84494e+14 1.02224e+15 1.24324e+15 7.12133e+14 7.10542e+14 1.21853e+15 6.99552e+14 7.55667e+14 6.89094e+14 1.30061e+15 1.04906e+15 1.52632e+15 1.04501e+15 1.63583e+15 9.31136e+14 6.97972e+14 6.89467e+14 6.25516e+14 5.82374e+14 5.6757e+14 8.36035e+14 1.70487e+15 1.28469e+15 5.67303e+14 5.64119e+14 5.49924e+14 5.32044e+14 1.95796e+15 1.0365e+15 1.1087e+15
threshold=37.131181300000009 30.452677500000004 51.307150200000002 60.753246850000004 5.5000000000000009 2.5000000000000004 71.030000000000015 40.610000000000007 64.015000000000015 60.002985000000002 60.034792100000011 112.00500000000001 59.882709350000006 59.91832440000001 30.084656550000002 30.389265100000003 93.050000000000011 1.5000000000000002 6.0000000000000009 5.5000000000000009 30.624707450000006 6.0000000000000009 4.5000000000000009 36.865631950000008 26.500000000000004 30.084656550000002 60.753246850000004 58.08467765000001 41.966773150000002 61.686687400000004
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 -4 14 12 11 -11 15 18 -1 -10 -17 -6 -14 20 21 -9 -23 -22 -7 -15 27 -2 -28 -30
right_child=26 2 6 -5 5 24 -8 19 9 10 -12 -13 13 25 -16 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-5547.9862213750566 323.53640168508281 9853.3824814778563 -20480.711552405937 -114249.50941796508 -1377.9812697921116 2610.9987943337164 -30907.503823481413 34379.589982811238 1281.2392468155097 29999.859597840798 -1524.8375216312643 261800.20389257057 -132714.24380209457 -214550.01666475186 27832.82397222126 45402.964419635558 243221.48740788756 -26561.987720902143 127976.85089409722 -10544.005123012996 -5719.0147300120052 93536.532059375008 562114.36910156254 35918.443093269241 -35186.98168785614 -11516.38950349058 68285.976318024288 -28277.661787124638 30447.765563185741 -6241.3155035020955
leaf_weight=11595 3497357 30451 41160 533 16360 245702 17964 3403 6812 635 1146 514 1791 136 29918 764 229 24833 90 44268 20384 125 110 3898 4013 6987 3010 24100 12981 22535
leaf_count=11595 3497357 30451 41160 533 16360 245702 17964 3403 6812 635 1146 514 1791 136 29918 764 229 24833 90 44268 20384 125 110 3898 4013 6987 3010 24100 12981 22535
internal_value=0 -1771.37 -8351.56 1252.09 1427.22 -625.061 -12573.2 -9667.54 11276.3 -4440.74 66173.3 133695 -14082 -37296.4 18509.2 12698.7 91022.7 -16560 -120241 -3502.1 7663.04 52369 312871 965.064 2003.57 -15392.9 255.666 127.797 11943.5 7168.44
internal_weight=0 513821 161763 352058 351525 290908 131312 113348 60617 19104 2295 1149 16809 9004 41513 7805 993 41193 1881 72188 27920 3638 235 24282 249715 7123 3.55998e+06 3.52146e+06 38526 35516
internal_count=4073804 513821 161763 352058 351525 290908 131312 113348 60617 19104 2295 1149 16809 9004 41513 7805 993 41193 1881 72188 27920 3638 235 24282 249715 7123 3559983 3521457 38526 35516
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 1 4 0 0 1 0 1 4 1 1 0 0 4 1 1 0 1 4 3 4 7 7 4 7 4
split_gain=1.84158e+14 1.87419e+15 1.74733e+15 1.47083e+15 1.61544e+15 1.49142e+15 2.21596e+15 1.27229e+15 2.38103e+15 1.337e+15 2.94863e+15 5.30499e+15 1.71684e+15 1.67382e+15 1.38207e+15 1.51136e+15 1.21042e+15 1.55771e+15 1.20263e+15 1.19958e+15 1.18293e+15 1.86168e+15 1.30186e+15 1.17334e+15 1.16934e+15 1.13851e+15 1.12193e+15 1.08095e+15 1.06534e+15 1.32444e+15
threshold=451.00000000000006 38.893394150000006 56.342669500000007 75.000000000000014 37.858952300000006 36.593086150000012 10.500000000000002 55.702806750000008 55.676890650000011 37.873748150000004 56.288960650000007 38.166910000000009 6.5000000000000009 37.131181300000009 37.978059650000013 55.710673100000008 55.910578700000009 6.5000000000000009 37.331232350000008 37.924401400000008 55.071632200000003 38.011626600000007 15.500000000000002 5.5000000000000009 6.5000000000000009 6.0000000000000009 6.0000000000000009 18.500000000000004 6.0000000000000009 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 23 6 -5 8 20 13 14 -12 -13 24 15 -11 17 -15 27 -10 21 -7 -22 -1 -9 -23 -6 -19 -18 -30
right_child=-2 -3 -4 5 26 7 -8 9 19 10 11 12 -14 16 -16 -17 28 18 -20 -21 22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8994.7557741471373 -300.24453624904032 -31343.919533966066 -38959.647706766802 -58923.03559243647 -20259.740862293034 -54484.128476470702 149175.58082995628 9183.7548934709066 34148.030237111539 27351.463681077603 12178.702815590123 79768.339420800796 310516.45731195796 76329.940378283078 -2081.0975358713417 -38883.712265202419 12215.145722630865 25880.956904841703 32447.92244214793 93516.352652751884 22637.902157982728 4550.3343674006419 1509.6866679180391 4176.7124434565903 -43341.294361324886 141536.57242470779 -100053.11762795883 -26301.255798699334 -85021.428466712052 -4463.2979341508835
leaf_weight=112204 3396489 16934 10084 5824 5299 6936 561 7899 16573 3998 5798 500 908 5475 48341 24907 36091 7405 27354 4283 67067 8230 51602 170259 9146 655 2640 8557 2626 9159
leaf_count=112204 3396489 16934 10084 5824 5299 6936 561 7899 16573 3998 5798 500 908 5475 48341 24907 36091 7405 27354 4283 67067 8230 51602 170259 9146 655 2640 8557 2626 9159
internal_value=0 1505.62 2347.97 2988.52 -2305.84 7260.58 -40639 8125.73 14901.4 2814.07 -6717.22 54460.9 228575 9892.8 -12424.3 -29722.4 14987.4 26071.9 19719.5 46339.9 10026.1 -15659.3 13450.5 -1055.45 -19000.1 14648.9 -46793.9 -2093.18 3691.02 -22413.7
internal_weight=0 677315 660381 650297 290402 359895 6385 353510 155346 198164 84452 7206 1408 113712 77246 28905 96667 48791 43316 20856 134490 15821 118669 282463 17045 8885 7939 15962 47876 11785
internal_count=4073804 677315 660381 650297 290402 359895 6385 353510 155346 198164 84452 7206 1408 113712 77246 28905 96667 48791 43316 20856 134490 15821 118669 282463 17045 8885 7939 15962 47876 11785
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=6 5 1 5 2 0 2 3 0 0 0 1 1 2 0 1 1 6 4 0 2 1 0 6 0 6 0 1 5 6
split_gain=1.84802e+14 6.13656e+14 3.17173e+14 3.28174e+14 2.71429e+14 2.41611e+14 1.99025e+14 2.58649e+14 1.87009e+14 9.04634e+14 1.33081e+15 1.49301e+15 1.40575e+15 1.49259e+15 1.40183e+15 1.23792e+15 1.11088e+15 1.50412e+15 9.18763e+14 9.11356e+14 8.72507e+14 8.65787e+14 1.72993e+15 1.14722e+15 9.38971e+14 9.23351e+14 1.05607e+15 2.42596e+15 1.17561e+15 9.56615e+14
threshold=21.020000000000003 1.5000000000000002 39.939672500000007 3.5000000000000004 75.000000000000014 43.6005307 75.000000000000014 1.5000000000000002 54.604289300000012 53.356310450000002 53.175387700000009 50.213874250000011 40.377616600000003 3999.0000000000005 45.082176650000008 44.628646350000004 48.411058050000008 102.04000000000001 22.500000000000004 50.556058150000005 2851.5000000000005 39.178027400000005 45.085557650000005 68.00500000000001 44.249882500000005 83.010000000000005 47.245981600000007 39.231261550000006 2.5000000000000004 130.05000000000004
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 6 3 4 -3 -6 7 -1 9 10 12 15 21 14 -14 -12 -11 20 -17 -16 -18 22 24 -24 -2 -23 -27 28 29 -28
right_child=8 2 -4 -5 5 -7 -8 -9 -10 16 11 -13 13 -15 19 18 17 -19 -20 -21 -22 25 23 -25 -26 26 27 -29 -30 -31
leaf_value=-118693.55928984466 -48962.169626085059 183891.1969184028 4146.3447092154947 211051.388232789 206423.71366198576 26910.359897713039 -9764.4609858978147 -26414.864948988503 488.7365270174127 7378.0548702314109 -44221.369782105117 2548.5231323775442 -7044.8433939757424 -1198.7469261710633 -56651.787388896351 46879.046955672624 -844.39512600435739 -127298.2933098955 -5375.8909717292536 -22705.254861699843 -22399.305287226976 4162.8362084403107 -6109.4381037333169 -28355.289952713549 3134.6553589186674 47614.401716829336 210075.37838023796 -41277.243581384588 67111.269233611049 726732.12027777778
leaf_weight=343 3496 135 2339 133 79 1472 26056 2654 2896081 28154 1973 50862 52208 130015 10860 20155 30701 1190 4039 29100 48360 228281 127405 28338 332534 10611 176 4608 1401 45
leaf_count=343 3496 135 2339 133 79 1472 26056 2654 2896081 28154 1973 50862 52208 130015 10860 20155 30701 1190 4039 29100 48360 228281 127405 28338 332534 10611 176 4608 1401 45
internal_value=0 -7429.07 28502.4 59821.1 47891.4 36053.9 -12571.5 -36976 61.062 -1021.13 -111.742 12534.3 -1127.42 -8099.69 -17834.4 31944.3 -9712.81 -15708.7 38155.5 -31931 -14029.1 974.805 -1445.17 -10157.2 2592.65 5829.86 28426.5 -4254.64 100924 315277
internal_weight=0 33211 4158 1819 1686 1551 29053 2997 4.04059e+06 1.14451e+06 1.03611e+06 77029 959078 222183 92168 26167 108405 80251 24194 39960 79061 736895 491773 155743 336030 245122 16841 6230 1622 221
internal_count=4073804 33211 4158 1819 1686 1551 29053 2997 4040593 1144512 1036107 77029 959078 222183 92168 26167 108405 80251 24194 39960 79061 736895 491773 155743 336030 245122 16841 6230 1622 221
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=4 1 1 4 6 2 2 6 0 0 2 6 1 1 1 0 0 6 0 0 1 4 0 3 0 1 5 6 0 2
split_gain=1.91771e+14 6.82874e+14 1.23822e+15 8.64108e+14 7.50919e+14 7.4396e+14 7.49657e+14 8.59484e+14 6.94576e+14 1.17571e+15 1.36301e+15 1.02449e+15 8.95014e+14 8.08968e+14 1.70788e+15 1.17648e+15 7.8216e+14 8.20763e+14 7.13604e+14 1.24162e+15 7.23326e+14 6.73147e+14 8.07411e+14 6.69814e+14 6.64478e+14 8.28942e+14 6.34425e+14 6.1803e+14 6.04186e+14 5.90587e+14
threshold=10.500000000000002 38.965413050000002 38.927872750000006 24.500000000000004 42.005000000000003 3338.0000000000005 5719.5000000000009 47.005000000000003 55.050541250000002 54.988402950000008 2764.0000000000005 70.00500000000001 82.906746050000024 82.93515810000001 82.92647190000001 55.034466500000008 55.030407050000001 102.04000000000001 55.026775150000006 55.02095400000001 82.911604200000014 11.500000000000002 59.982409200000006 10.500000000000002 55.775215600000003 40.377616600000003 1.5000000000000002 93.050000000000011 57.14107305000001 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -3 21 7 -7 9 10 -6 -12 -11 14 15 18 17 -15 19 -14 -21 22 -2 29 -10 -26 -19 28 -27 -1
right_child=1 4 3 -5 8 6 -8 -9 24 12 11 -13 13 16 -16 -17 -18 26 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-8348.7984969697227 31859.628598075647 1461.8938040575022 20252.443484722495 107579.78267589195 13439.661663256409 9861.3920342665788 -747.89758802338804 50839.002559265929 -19302.388816271072 -15434.231298307408 -3189.6368805589841 -17911.027491309793 14499.86936187808 31051.837047551817 102971.04175812598 136305.38092006039 -6927.816701562012 509671.44910714286 -48155.624252040834 807553.01923076925 212286.73917763159 -641.17160402685749 -33085.495411300995 -137996.14679217406 -31195.439364123467 -9438.874826375948 -42912.637142184911 15514.304896149319 7455.4673964119393 810.41743284486813
leaf_weight=72460 11879 261117 19767 1202 35176 12379 18557 8727 51688 10013 152478 68514 3584 16824 3201 698 14658 21 2071 26 95 660414 2282 349 12429 115932 1957 14219 25897 2475190
leaf_count=72460 11879 261117 19767 1202 35176 12379 18557 8727 51688 10013 152478 68514 3584 16824 3201 698 14658 21 2071 26 95 660414 2282 349 12429 115932 1957 14219 25897 2475190
internal_value=0 -886.629 1307.15 25258.3 -2926.71 603.984 13913.9 26805 -5090.98 -2035.3 -4843.51 -7753.7 11500 17752.3 43219.9 13676.6 10388.3 23887.8 -1142.51 25136.6 340195 -178.6 21393.9 530.935 -9383.99 -6341.07 -37046 -4361.45 -6354.08 549.912
internal_weight=0 1.5258e+06 735207 20969 790598 714238 39663 21106 529481 309316 256168 220992 53148 43135 9675 6474 33460 18802 5776 3705 121 674575 14161 2.548e+06 220165 168477 1978 156048 141829 2.54765e+06
internal_count=4073804 1525805 735207 20969 790598 714238 39663 21106 529481 309316 256168 220992 53148 43135 9675 6474 33460 18802 5776 3705 121 674575 14161 2547999 220165 168477 1978 156048 141829 2547650
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 2 0 0 0 6 0 2 0 6 6 0 0 1 4 2 0 1 6 0 6 1 0 1 2
split_gain=1.87639e+14 4.27748e+14 4.12545e+14 4.08551e+14 4.51588e+14 4.25027e+14 4.22395e+14 4.69852e+14 4.41803e+14 3.64167e+14 3.55202e+14 3.47985e+14 8.10597e+14 3.97464e+14 3.93852e+14 3.81276e+14 3.62804e+14 3.37829e+14 2.98988e+14 2.39361e+14 3.72225e+14 2.64676e+14 2.25953e+14 2.36642e+14 2.55878e+14 2.208e+14 2.14292e+14 4.64308e+14 2.14188e+14 2.11613e+14
threshold=92.791023150000015 92.948588300000011 83.971434050000013 91.292296250000007 56.041614100000011 53.506098950000009 10180.500000000002 55.462387050000011 55.303261650000003 56.228352100000002 61.425000000000004 52.516286950000008 9236.5000000000018 58.010305850000002 92.02500000000002 80.030000000000015 51.707269950000004 52.07762420000001 94.478249850000012 13.500000000000002 5160.5000000000009 50.596941950000009 113.48479755000001 102.04000000000001 52.02416370000001 98.020000000000024 83.754481100000007 53.379556850000007 118.02765200000002 2851.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 10 26 6 5 -5 7 8 17 -9 -2 12 15 14 -13 18 -14 -4 -3 20 -20 -22 -18 24 -24 -11 -1 -28 -15 -19
right_child=1 11 3 4 -6 -7 -8 9 -10 25 -12 13 16 28 -16 -17 22 29 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-27.32300458849241 6491.84921273686 98593.024475897255 26156.451424870291 -42149.864724949301 -37411.784430444488 9825.7662689410899 31395.798081499801 -61842.239910196142 577.8159743281002 -10968.603456616642 27953.831330980523 -11810.97009222592 -41716.875101572994 -14587.061558652062 -112906.93337833181 75388.282358100259 -8904.4318040362396 -73405.302696552579 -35526.258607151554 48792.198227328918 61232.087191231025 12092.680574442153 -18238.893140409236 -56710.318671998735 20367.624738405357 -213220.87730113638 23055.041260816051 -20149.256370668725 24977.279769513556 -24456.608442123324
leaf_weight=3878401 26136 458 1269 1695 2654 21916 1917 3684 15248 2903 10939 26711 2385 1905 391 1310 15431 945 1492 1975 1240 9446 2136 513 8747 55 10255 3284 4857 13506
leaf_count=3878401 26136 458 1269 1695 2654 21916 1917 3684 15248 2903 10939 26711 2385 1905 391 1310 15431 945 1492 1975 1240 9446 2136 513 8747 55 10255 3284 4857 13506
internal_value=0 3962.97 -116.226 -7968.74 1698.33 6094.51 -14392.3 -16726.2 -11549.9 -40860.6 12824.2 -195.809 5553.25 -7857.99 -13269.5 23706.4 -4340.48 -23313.4 19072.6 16499.3 11262.1 17794.8 -1017.61 9661.72 12790.3 -14729.2 16.5187 12575.5 13831.2 -27657.5
internal_weight=0 116072 3.95773e+06 65792 26265 23611 39527 37610 30968 6642 37075 78997 45133 33864 27102 15921 29212 15720 14611 14153 12178 10686 26827 11396 10883 2958 3.89194e+06 13539 6762 14451
internal_count=4073804 116072 3957732 65792 26265 23611 39527 37610 30968 6642 37075 78997 45133 33864 27102 15921 29212 15720 14611 14153 12178 10686 26827 11396 10883 2958 3891940 13539 6762 14451
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=6 4 6 5 5 5 0 0 4 2 1 3 4 4 1 1 0 0 4 1 1 6 0 0 6 4 4 4 4 0
split_gain=1.69715e+14 2.88483e+14 6.17638e+14 4.01245e+14 2.6457e+14 2.54704e+14 2.26714e+14 3.86498e+14 3.14251e+14 2.52868e+14 1.96019e+14 1.92562e+14 6.7693e+14 4.1874e+14 3.98999e+14 6.23055e+14 6.7342e+14 8.34689e+14 7.78123e+14 6.42561e+14 1.10245e+15 5.50446e+14 5.14506e+14 5.84782e+14 4.71708e+14 4.20169e+14 7.40459e+14 6.27914e+14 6.27079e+14 4.80767e+14
threshold=30.025000000000002 16.500000000000004 15.450000000000001 2.5000000000000004 2.5000000000000004 3.5000000000000004 56.986919400000012 54.94110555000001 4.5000000000000009 6082.0000000000009 38.011626600000007 14.500000000000002 14.500000000000002 32.500000000000007 37.729575300000008 37.331232350000008 55.649510000000014 55.866549750000011 34.500000000000007 37.563506350000004 37.517483500000004 77.565000000000012 55.81943720000001 55.775215600000003 90.045000000000016 25.500000000000004 21.500000000000004 17.500000000000004 32.500000000000007 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 -9 -10 -1 13 -13 -2 15 -14 18 19 -17 20 21 -18 23 -22 -19 26 27 -21 29 -27
right_child=11 2 3 -5 -6 -7 -8 8 9 -11 -12 12 14 -15 -16 16 17 24 -20 25 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-24501.225659016731 -12.600784842030771 57370.319399427157 -13421.694819044316 -190201.21116763566 228618.04777503773 73742.533758206584 -9943.7715243342245 -9767.4275907165102 3036.2795684282501 16201.326940308421 -3838.1410198838335 -161277.71549634179 439.47864665315842 -24685.454356191662 -142.15763156581582 -1300.7965548279626 26085.586587378977 -1590.3576103758339 345286.60224759619 -19322.503443202688 67360.379201636752 90914.604501555325 47678.614240172443 191237.24096980478 81312.713497987774 62314.619557027385 -33308.27803939287 81509.221218509716 -14441.549076101708 244777.58126001607
leaf_weight=4944 3561381 373 27347 129 119 451 26842 11996 39491 23138 64300 252 62014 6892 189669 18904 9390 12268 65 1072 626 1522 883 974 727 1943 3266 1457 1213 156
leaf_count=4944 3561381 373 27347 129 119 451 26842 11996 39491 23138 64300 252 62014 6892 189669 18904 9390 12268 65 1072 626 1522 883 974 727 1943 3266 1457 1213 156
internal_value=0 -2847.14 -12263.1 -14251.7 98790 -1308.57 -1506.85 67.2517 5059.99 7900.05 -5313.48 146.322 2552.08 -60.2556 2686.93 7293.66 15097.7 23226.1 -113.165 34879.3 48812.9 35127.9 108954 142770 3047.62 14385.1 -1853.26 38768.4 42797.4 75875.5
internal_weight=0 199130 27968 27476 492 171162 170711 143869 74625 62629 69244 3.87467e+06 306401 3.56827e+06 306149 116480 54466 35497 18969 22502 13395 10912 2483 1600 12995 9107 5795 2529 3312 2099
internal_count=4073804 199130 27968 27476 492 171162 170711 143869 74625 62629 69244 3874674 306401 3568273 306149 116480 54466 35497 18969 22502 13395 10912 2483 1600 12995 9107 5795 2529 3312 2099
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=4 6 0 1 0 0 3 0 1 0 0 1 4 1 7 0 1 1 0 1 0 1 1 7 4 0 4 3 0 0
split_gain=1.78508e+14 4.34921e+14 6.33414e+14 7.73358e+14 4.01844e+14 3.7262e+14 3.9231e+14 3.71489e+14 5.71538e+14 3.79107e+14 6.08493e+14 7.13593e+14 7.26323e+14 8.35068e+14 5.93869e+14 5.00854e+14 8.78359e+14 8.39422e+14 1.29431e+15 9.58661e+14 6.8913e+14 6.88143e+14 4.63152e+14 4.31957e+14 4.0242e+14 3.51167e+14 3.48609e+14 3.38831e+14 3.29518e+14 9.99682e+14
threshold=23.500000000000004 49.010000000000012 60.064438250000002 30.277905650000005 43.6005307 45.00849250000001 9.5000000000000018 45.063245050000006 38.965413050000002 60.002985000000002 60.028671700000011 30.452677500000004 24.500000000000004 30.323041000000003 6.0000000000000009 59.91832440000001 30.226173900000003 30.315889700000003 59.825842200000004 30.410676000000006 59.898927250000007 37.131181300000009 30.345769800000003 6.0000000000000009 24.500000000000004 55.866549750000011 26.500000000000004 12.500000000000002 55.783232450000007 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -3 -6 -7 8 -8 15 11 12 27 14 -14 17 -17 20 21 23 -9 22 -19 -20 -21 -24 -18 -11 29 -2
right_child=1 2 3 -5 5 6 7 9 -10 10 -12 -13 13 -15 -16 16 26 18 19 24 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=188.48341077809371 4881.2311129169939 99397.378039584044 -189382.16730238972 -32449.816841451237 -55684.569676034771 -11751.437030997582 80424.04284669763 -61398.067696948761 5116.0704135911474 36888.29591495647 1711.9302729459923 -90992.245346641546 99924.622853589972 267467.10678790987 -80684.303333214251 109742.46868011475 -52246.795394611843 67558.995730700364 178956.08251459964 -28288.578679390539 -301594.32717869722 -3931.0064300534186 10634.88860538564 68509.640740978008 44007.31065665916 -125935.58904276509 -166426.64921234632 184307.89493030577 -3244.1946355473119 99175.31391953236
leaf_weight=3768288 72658 367 374 1958 1458 54608 1361 752 3883 201 5675 256 289 122 492 320 2169 195 625 1174 142 80266 235 817 2237 947 305 695 69793 1142
leaf_count=3768288 72658 367 374 1958 1458 54608 1361 752 3883 201 5675 256 289 122 492 320 2169 195 625 1174 142 80266 235 817 2237 947 305 695 69793 1142
internal_value=0 -2324.79 -5877.83 -57618.2 -5121.78 -5362.69 -4897.64 -1269.5 24661.1 -2658.27 18595.4 65220 87449.2 24155.6 -13852.1 -4480 -46158.1 -3147.48 -2151.09 48022.6 -99550 -5133.5 -75227.2 116380 19124.5 -98783.3 -66323.1 151237 1681.81 6340.36
internal_weight=0 305516 161923 2332 159591 159224 157766 103158 5244 97914 7730 2055 1799 903 781 90184 2794 87390 86496 4853 894 81643 1377 1442 3411 1182 2474 896 143593 73800
internal_count=4073804 305516 161923 2332 159591 159224 157766 103158 5244 97914 7730 2055 1799 903 781 90184 2794 87390 86496 4853 894 81643 1377 1442 3411 1182 2474 896 143593 73800
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=5 6 2 0 4 6 0 6 6 0 1 1 3 1 6 2 4 5 2 4 5 3 0 4 4 1 6 1 0 0
split_gain=1.59999e+14 3.66963e+14 2.06558e+14 2.60956e+14 2.86871e+14 2.32752e+14 4.535e+14 2.51943e+14 1.91409e+14 3.6716e+14 1.90205e+14 1.90125e+14 1.89598e+14 1.87675e+14 1.85909e+14 4.25089e+14 4.611e+14 3.57009e+14 2.63596e+14 2.31624e+14 2.21679e+14 2.43996e+14 1.88091e+14 1.82039e+14 1.81666e+14 5.96392e+14 7.2073e+14 6.39814e+14 1.28212e+15 1.28209e+15
threshold=4.5000000000000009 247.90000000000001 915.50000000000011 55.080855950000007 21.500000000000004 149.05000000000004 56.262014700000009 98.020000000000024 247.90000000000001 55.579943700000008 37.425454150000007 39.01296365000001 5.5000000000000009 82.966990000000024 189.00000000000003 3191.5000000000005 15.500000000000002 3.5000000000000004 2632.5000000000005 3.5000000000000004 3.5000000000000004 1.5000000000000002 56.228352100000002 4.5000000000000009 10.500000000000002 37.873748150000004 128.05000000000004 37.442254400000003 55.579943700000008 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 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 4 13 7 -7 -5 14 -10 -11 -6 -3 -4 24 16 20 -17 -18 -19 21 -16 -23 -9 -1 26 27 -26 -29 -30
right_child=1 12 3 5 11 6 -8 23 9 10 -12 -13 -14 -15 15 17 18 19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=557.66351700834082 23140.165702044382 22781.196452540978 -189.64814710739199 -9097.3837513433555 203331.18156667173 -84923.053953528026 26330.215189148952 -2528.8046410399829 5719.4081401781395 -162983.22997603254 -53441.58552899232 30578.720838206402 122778.84766257592 -46366.764651281701 104601.66938476563 -62288.973179923458 399282.43918269232 -90933.949914772733 61378.69071696754 122028.47011418268 -20985.526376161317 -140875.57075581723 -389391.63838141027 -72673.322767114529 -1404.1632871983454 -2470.9673259844299 61310.552227601191 -6405.1680996276791 33891.893194323646 6614.6200902233386
leaf_weight=2534074 1281 816 4607 1259 103 504 1342 433 1226 205 699 167 247 1088 32 149 26 55 206 715 370 139 39 2542 355957 899530 2012 70924 19126 173931
leaf_count=2534074 1281 816 4607 1259 103 504 1342 433 1226 205 699 167 247 1088 32 149 26 55 206 715 370 139 39 2542 355957 899530 2012 70924 19126 173931
internal_value=0 -10526.3 -15036.7 -19096.8 -4236.54 -33676 -4044.46 -46595.2 37.3115 -29932 -78282.3 96480.6 46016.8 -9011.55 53.0448 32818 -19901.5 79399.3 99247.2 106817 -67561 -149622 -195326 -62464.1 39.0601 -824.691 1556.33 1362.4 5092.88 9316.96
internal_weight=0 14389 13326 12045 5965 6080 1846 4234 4.05942e+06 2130 904 270 1063 5695 4.05728e+06 1731 812 919 232 770 580 210 178 2975 4.05555e+06 1.52148e+06 621950 619938 263981 193057
internal_count=4073804 14389 13326 12045 5965 6080 1846 4234 4059415 2130 904 270 1063 5695 4057285 1731 812 919 232 770 580 210 178 2975 4055554 1521480 621950 619938 263981 193057
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 4 6 7 4 4 3 1 0 0 0 0 6 0 0 0 1 1 4 0 1 0 7 1 0 0
split_gain=1.97433e+14 1.29051e+15 1.18314e+15 1.55696e+15 1.36339e+15 1.0853e+15 9.64036e+14 7.81946e+14 8.56277e+14 1.1352e+15 7.79444e+14 8.69082e+14 1.45869e+15 1.53929e+15 1.28509e+15 1.30058e+15 1.17721e+15 1.07772e+15 1.56249e+15 1.8334e+15 3.4303e+15 2.26919e+15 1.71097e+15 1.85545e+15 1.54531e+15 1.43226e+15 2.12483e+15 1.34737e+15 1.82836e+15 1.05129e+15
threshold=75.000000000000014 37.804148700000006 37.442254400000003 55.520061350000013 55.910578700000009 34.500000000000007 96.050000000000011 6.0000000000000009 13.500000000000002 17.500000000000004 1.5000000000000002 37.682335600000009 55.622114900000007 55.676890650000011 55.81943720000001 55.743464250000009 89.00500000000001 55.579943700000008 55.743464250000009 55.759969450000007 37.600779750000008 37.618684050000006 12.500000000000002 55.721784200000009 37.631035900000008 55.753967500000009 6.0000000000000009 37.618684050000006 55.858844800000007 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 -3 -9 -10 -5 17 -13 29 15 -15 -16 -12 22 20 -20 -22 23 -19 25 26 -23 -21 -29 -14
right_child=-2 7 3 4 -6 -7 -8 8 9 -11 11 12 13 14 16 -17 -18 18 19 27 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-17552.165869164019 192.89401320969085 -19818.445723348657 -55118.310554309974 -20236.004984651347 -100696.41820229622 302086.92698838975 66617.959702940643 70898.04519408106 -151084.83688379099 -11778.141140281548 -9527.5665589357177 42104.950044746889 -20068.791405737935 -12532.511744379779 -47449.275312666199 28009.721095512694 81112.093641548214 -6132.302122300558 49183.849123230902 3161.8511290147294 -259368.90769640516 -208131.57548594789 45116.680630706629 81236.676739297065 124811.75262185802 -118494.08821439536 31.599613646803235 62651.625616415593 -9148.8781545457841 -80490.481911309893
leaf_weight=49765 3783340 13508 4630 12425 1249 108 1399 341 1538 944 24237 5997 8922 14911 7499 16859 787 17228 3657 47845 572 565 25849 2830 460 2901 3712 9969 5505 4252
leaf_count=49765 3783340 13508 4630 12425 1249 108 1399 341 1538 944 24237 5997 8922 14911 7499 16859 787 17228 3657 47845 572 565 25849 2830 460 2901 3712 9969 5505 4252
internal_value=0 -2512.48 -885.575 2265.51 3482.97 -14582.2 -15250.7 -29821.7 -77687.1 -98101.1 4082.65 5559.79 -4650.57 -9918.14 -165.85 8981.54 -35238.6 9720.87 13573.5 4697.41 -31373.4 -67256.3 28110.6 6194.66 -52869.2 -64255.8 -27467.2 11457.7 37108 -39570.3
internal_weight=0 290464 274133 222861 218231 51272 51164 16331 2823 2482 216982 204557 59227 53230 40056 31770 8286 145330 121093 75186 11867 8210 45907 20058 7638 7178 4277 63319 15474 13174
internal_count=4073804 290464 274133 222861 218231 51272 51164 16331 2823 2482 216982 204557 59227 53230 40056 31770 8286 145330 121093 75186 11867 8210 45907 20058 7638 7178 4277 63319 15474 13174
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=4 1 7 1 0 1 0 0 4 4 1 1 4 1 0 1 6 0 0 0 6 1 0 7 1 1 0 1 0 0
split_gain=1.69079e+14 1.05739e+15 6.02918e+14 6.58468e+14 5.61033e+14 1.50676e+15 4.56197e+14 6.38506e+14 4.78967e+14 3.8694e+14 6.41022e+14 7.58197e+14 1.32379e+15 5.25258e+14 1.49954e+15 7.25895e+14 6.70337e+14 4.51453e+14 5.02841e+14 4.45809e+14 3.33586e+14 3.32017e+14 3.15627e+14 3.4999e+14 3.13213e+14 4.70451e+14 8.3592e+14 4.64028e+14 2.99408e+14 3.10823e+14
threshold=32.500000000000007 37.401708450000008 6.0000000000000009 37.318079750000003 55.676890650000011 37.425454150000007 55.737027400000009 55.768246800000007 33.500000000000007 27.500000000000004 37.563506350000004 37.804148700000006 29.500000000000004 37.475446350000006 55.834019500000004 37.318079750000003 68.515000000000015 55.633951400000008 55.801384500000005 55.696737300000009 110.01500000000001 37.488790500000007 55.721784200000009 6.0000000000000009 37.534144550000008 37.543519500000009 55.568628050000008 37.586700500000006 55.676890650000011 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -8 -6 -1 13 12 -12 15 16 -11 21 -14 -19 -17 -13 -15 -21 -24 -7 -26 -27 -28 -23 -30
right_child=1 4 3 -5 6 24 7 -9 -10 10 11 20 17 14 -16 19 -18 18 -20 22 -22 28 23 -25 25 26 27 -29 29 -31
leaf_value=-22.890541975460142 3628.0240551526949 -346998.91439732141 42123.608562274021 265893.34880913625 -88757.019485096243 140770.92985928623 70922.410255600349 -23995.972077634233 4997.1643175039117 -19303.13736239068 191793.80614927888 6532.4729344177758 147902.87120444639 -171492.77300908708 84718.324639582672 2765.6896273226121 10845.096538224199 -13928.804144196198 73360.353445677596 170167.68034423201 156555.87809030633 -120177.23040013749 144612.0934614302 16266.663426902551 -39169.10855472221 133258.54210205079 -207336.84892269736 18417.217594609232 220489.56137898765 -45821.952075001551
leaf_weight=4038147 423 112 242 288 1965 220 771 8771 754 2788 697 5951 337 544 773 885 671 1477 1193 389 152 733 333 587 1055 710 95 2189 48 504
leaf_count=4038147 423 112 242 288 1965 220 771 8771 754 2788 697 5951 337 544 773 885 671 1477 1193 389 152 733 333 587 1055 710 95 2189 48 504
internal_value=0 -9781.59 92660.9 163719 -15647.9 15068.3 -26623.2 -16326.5 -62758.2 42.4305 14646.4 31930.3 67621.4 -5887.14 -37008.4 14558.4 -74646.3 38839.2 25073.4 57587.6 10268.9 -106010 94652.1 62722.1 24567.4 18253.5 38487.6 9027.27 -78288.5 -22664.4
internal_weight=0 17595 953 530 16642 4381 12261 9542 2719 4.05621e+06 18062 9807 3704 8255 3273 4982 2500 3007 2670 2194 6103 1829 1309 920 4269 4049 2994 2284 1285 552
internal_count=4073804 17595 953 530 16642 4381 12261 9542 2719 4056209 18062 9807 3704 8255 3273 4982 2500 3007 2670 2194 6103 1829 1309 920 4269 4049 2994 2284 1285 552
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 1 6 0 0 1 6 0 0 0 1 1 4 0 0 0 1 1 6 0 1 7 0 0 1 0
split_gain=1.58243e+14 1.047e+15 9.82046e+14 1.30826e+15 1.40298e+15 1.3756e+15 1.12134e+15 9.6533e+14 2.39414e+15 2.14017e+15 1.59071e+15 1.07433e+15 1.98999e+15 1.22743e+15 2.2684e+15 1.11691e+15 9.43732e+14 9.29862e+14 9.36943e+14 9.18911e+14 1.23751e+15 1.56588e+15 1.27716e+15 1.09437e+15 1.01888e+15 1.59891e+15 9.27957e+14 8.58328e+14 1.16622e+15 1.86969e+15
threshold=75.000000000000014 37.804148700000006 37.475446350000006 55.520061350000013 55.866549750000011 37.586700500000006 85.020000000000024 55.759969450000007 55.753967500000009 37.631035900000008 47.420000000000009 55.685785750000008 55.633951400000008 55.595177750000005 37.618684050000006 37.702956500000006 9.5000000000000018 55.749683450000006 55.721784200000009 55.79439725000001 37.618684050000006 37.649344350000007 53.995000000000012 55.812023600000011 37.682335600000009 6.0000000000000009 55.81943720000001 55.806294650000005 37.517483500000004 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 8 11 10 -10 12 13 14 -7 16 17 18 -13 24 23 22 -22 -21 25 -9 -23 28 -5 -30
right_child=-2 -3 3 4 -6 6 -8 19 9 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 20 21 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-10518.451706117172 172.69159205234794 -26847.385622377624 -49649.744602645675 9515.9843325972433 -17134.698190187079 72105.540015076112 46634.632102801697 61053.564210409873 -49445.842024229241 30782.637539342752 -184009.77148240971 -31401.827869815213 -35308.502545713614 28968.765399465345 -98205.170697205467 -8116.1284984819204 47022.486342745404 -110097.92005738604 75371.95156208238 -84998.177831975103 16359.940517879842 18401.894856319981 107495.35667564777 884.94077177535655 10126.587189444752 292271.00825446093 -34526.015499824083 -3668.1899043656072 10213.572117839967 65741.141952964841
leaf_weight=75204 3783340 16331 4628 22619 26716 1197 5089 3101 1750 1359 1764 1984 20224 11285 2256 15020 10309 752 1403 2609 3441 8029 2780 3440 4257 331 5639 12402 10940 13605
leaf_count=75204 3783340 16331 4628 22619 26716 1197 5089 3101 1750 1359 1764 1984 20224 11285 2256 15020 10309 752 1403 2609 3441 8029 2780 3440 4257 331 5639 12402 10940 13605
internal_value=0 -2249.34 -783.949 2896.13 4147.7 7540.49 812.626 -1452.88 -8198.7 -75782.9 -116996 -3087.14 -14942.1 13005.3 -39166.1 10978.1 30828.3 -9506.65 12827.2 12449.8 3449.46 15495.4 57085.9 -36157.4 42811.5 83353.4 -3434.55 19741 25896.6 40991.8
internal_weight=0 290464 274133 198929 194301 167585 108019 102930 69303 4873 3514 64430 34962 14738 3453 29468 14448 4139 3387 33627 25938 19889 6221 6049 7689 3432 13668 59566 47164 24545
internal_count=4073804 290464 274133 198929 194301 167585 108019 102930 69303 4873 3514 64430 34962 14738 3453 29468 14448 4139 3387 33627 25938 19889 6221 6049 7689 3432 13668 59566 47164 24545
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 6 1 0 1 0 1 0 0 0 0 1 6 2 6 2 7 1 6 1 0 6 4 0
split_gain=1.64351e+14 2.70069e+15 2.00133e+15 1.63449e+15 1.5184e+15 1.97655e+15 1.502e+15 1.43678e+15 1.37744e+15 1.61168e+15 1.33056e+15 1.58965e+15 2.21948e+15 1.62544e+15 1.3856e+15 1.71044e+15 1.31664e+15 1.16586e+15 1.14508e+15 1.06473e+15 1.0388e+15 1.03285e+15 9.43824e+14 1.68951e+15 1.28803e+15 9.35671e+14 1.6319e+15 9.05069e+14 1.68519e+15 8.9003e+14
threshold=50.298521650000005 49.030112300000006 45.71452080000001 55.90712030000001 56.240615550000008 60.307188350000011 53.506098950000009 110.01500000000001 43.80299105000001 48.179569850000007 49.195555600000006 55.775215600000003 49.111590500000005 57.892117950000006 53.310923100000004 53.175387700000009 56.83050475000001 56.805602900000004 97.020000000000024 13916.000000000002 88.00500000000001 3062.5000000000005 6.0000000000000009 50.136929700000003 77.565000000000012 40.965343750000009 45.059854000000009 73.00500000000001 5.5000000000000009 43.051287600000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 17 -5 16 25 19 11 -3 13 -13 15 -12 -2 -6 21 -10 -19 -16 23 24 -17 -1 -27 -14 -29 -4
right_child=3 10 29 4 5 -7 -8 -9 9 -11 14 12 27 -15 18 22 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=190.44243713613395 -17508.824071035851 -1418.9059587134782 3921.8650120339621 -37743.417747450992 6025.0348225030166 316.92414242607629 19541.668370395211 -105332.71476498796 -49974.545998815309 15842.176764983711 -24140.468024269834 9927.1433100432805 41931.857262811864 224528.767916229 3150.1465056341513 65865.110178353934 2689.8895828574896 -23525.676828306408 -97916.139725696965 4662.7116033016164 -121613.98138269351 -32328.999849508164 -3951.5360767524853 25174.083022607796 202013.96343799334 -1102.1354254234541 -29569.074805335516 229106.44243477235 66034.844075302928 -16917.805588208827
leaf_weight=1976617 87090 21278 25764 4956 15224 1326147 59862 1600 6507 96312 7946 31061 21524 357 39891 3436 51270 45372 1337 7893 1106 10330 7589 23086 871 64063 29370 725 5033 100187
leaf_count=1976617 87090 21278 25764 4956 15224 1326147 59862 1600 6507 96312 7946 31061 21524 357 39891 3436 51270 45372 1337 7893 1106 10330 7589 23086 871 64063 29370 725 5033 100187
internal_value=0 508.878 -398.45 -792.789 201.593 -497.099 15161.6 -11113.6 309.429 11176.8 12505.3 21997.4 30485.5 12365.6 4470.69 17742 -10024.1 -17992.7 -6579.19 -20026.5 -25859.8 -4147.59 27255.4 35901 93398.3 -271.79 -10050.5 51352.4 86567.5 -12654.9
internal_weight=0 2.48118e+06 2.30671e+06 1.59263e+06 1.45267e+06 1.38785e+06 64818 139960 2.18076e+06 110712 174464 79978 58700 31418 94486 42928 138360 61702 51558 14400 46478 50221 34982 27393 4307 2.07005e+06 93433 27282 5758 125951
internal_count=4073804 2481177 2306713 1592627 1452667 1387849 64818 139960 2180762 110712 174464 79978 58700 31418 94486 42928 138360 61702 51558 14400 46478 50221 34982 27393 4307 2070050 93433 27282 5758 125951
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=4 6 0 1 0 2 4 4 1 0 1 0 0 0 1 0 0 7 1 6 1 0 4 2 4 6 1 0 0 6
split_gain=1.63379e+14 3.75969e+14 5.04339e+14 6.28653e+14 3.46157e+14 8.14755e+14 3.97252e+14 6.10239e+14 6.50497e+14 4.25598e+14 4.11557e+14 1.17597e+15 8.34511e+14 7.81851e+14 1.02784e+15 7.84544e+14 8.87702e+14 5.62396e+14 5.22739e+14 4.69647e+14 3.83907e+14 7.81017e+14 9.0256e+14 6.5703e+14 5.70369e+14 5.6824e+14 7.32317e+14 5.86945e+14 5.13752e+14 4.59996e+14
threshold=23.500000000000004 49.010000000000012 60.064438250000002 30.260128500000004 56.986919400000012 3338.0000000000005 26.500000000000004 25.500000000000004 30.410676000000006 60.034792100000011 30.315889700000003 59.933037250000005 59.898927250000007 59.825842200000004 30.345769800000003 59.882709350000006 60.002985000000002 6.0000000000000009 30.205407000000005 84.810000000000016 82.911604200000014 55.043091000000011 24.500000000000004 2865.5000000000005 25.500000000000004 104.01000000000001 37.290808600000013 44.601833250000006 45.00849250000001 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 10 -9 11 12 -6 14 -12 17 -17 -15 -13 -20 23 22 -22 25 -24 27 -27 -3 -28 -23
right_child=1 2 3 -5 5 -7 -8 9 -10 -11 13 18 -14 15 -16 16 -18 -19 19 -21 21 29 24 -25 -26 26 28 -29 -30 -31
leaf_value=180.3195287014799 1501.082727371492 113194.66911751461 -180261.79282614798 -30728.165615678823 -64383.905771109734 45014.959393610909 -49866.832867079371 78856.412619777708 -34974.458383321202 -4329.0804699143255 87787.339931068767 135667.70774395918 -293299.73967927636 149784.47703614677 -126490.3431848663 -72284.590521892329 40166.879656869394 42294.658474981821 10627.415847019549 -52931.469723612317 131709.35575038483 -13582.506591473026 32353.109206949273 -20976.33796421835 -25486.13173490695 -225579.10981250001 -126697.7277923387 -6482.0751169329396 60854.720862974391 -136515.59367455219
leaf_weight=3768288 143593 412 327 2005 984 4308 1620 1608 5226 996 333 296 190 875 683 936 2808 1097 7322 1382 741 5879 6304 33202 2337 100 155 76946 2530 321
leaf_count=3768288 143593 412 327 2005 984 4308 1620 1608 5226 996 333 296 190 875 683 936 2808 1097 7322 1382 741 5879 6304 33202 2337 100 155 76946 2530 321
internal_value=0 -2224.09 -5527.57 -51696.2 -4852.94 4696.77 -1893.41 1248.45 -4139.16 47038.9 5392.69 -7299.04 -101432 24573.6 -56259.6 38941.4 12054 89989.2 4980.03 535.69 -7124.24 7593.15 25793 -9147.5 16710.2 -4247 40131.6 -5844.69 50027.7 -19947.3
internal_weight=0 305516 161923 2332 159591 30664 26356 24736 22132 2604 16906 10174 1174 6732 1016 5716 3744 1972 9000 8704 128927 15582 9382 113345 8641 80143 2785 77358 2685 6200
internal_count=4073804 305516 161923 2332 159591 30664 26356 24736 22132 2604 16906 10174 1174 6732 1016 5716 3744 1972 9000 8704 128927 15582 9382 113345 8641 80143 2785 77358 2685 6200
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=6 6 5 2 0 4 1 4 1 1 0 0 0 4 4 4 7 4 1 7 1 6 4 1 1 6 4 0 0 0
split_gain=1.60034e+14 9.82307e+14 8.93778e+14 7.9347e+14 7.45628e+14 7.44853e+14 4.73994e+14 4.61893e+14 4.26056e+14 8.33079e+14 6.24544e+14 7.78398e+14 8.16527e+14 7.61252e+14 6.77628e+14 6.7721e+14 6.54425e+14 5.9847e+14 4.53824e+14 4.79657e+14 4.33405e+14 4.20328e+14 4.06546e+14 8.22362e+14 5.87089e+14 1.00161e+15 7.12657e+14 5.04208e+14 4.17284e+14 6.06846e+14
threshold=87.015000000000015 82.905000000000015 1.5000000000000002 36.000000000000007 55.193450100000007 16.500000000000004 83.00362155000002 1.5000000000000002 30.330566300000005 30.315889700000003 54.73499850000001 59.933037250000005 60.042359000000012 8.5000000000000018 21.500000000000004 23.500000000000004 6.0000000000000009 5.5000000000000009 20.507515800000004 6.0000000000000009 30.277905650000005 130.05000000000004 16.500000000000004 30.303340300000002 30.242318500000007 114.05000000000001 7.5000000000000009 59.939085000000013 60.034792100000011 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 9 10 13 14 22 17 -12 -16 -15 -9 19 -19 -14 -20 24 27 25 -13 -26 -24 29 -29
right_child=2 6 3 7 -6 -7 -8 8 -10 -11 11 12 20 16 15 -17 -18 18 21 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-66.853479169259316 -40737.444713586461 8772.74565390307 22003.096829973958 -68237.423728468159 -103146.10802451202 164163.55225282867 36376.42999325155 28444.821994496331 -3972.8859008916365 52461.640274067307 -48323.114550058235 36107.132931450004 -114872.79954658645 46910.148587282842 115900.72852572739 -92285.547618315148 -73955.842881035132 129729.34618514328 159666.89714283857 -67652.88939531699 36758.686764886814 409603.32164634147 -271873.4237881747 100674.64421505367 -34703.600926870677 201630.28290134805 51853.785678264023 -1563.6889167275274 79710.640860320069 -119721.63049439709
leaf_weight=3714783 754 73601 13365 1080 1595 232 6795 1319 238113 3883 5255 1291 731 903 522 223 889 421 375 174 254 82 88 535 1696 510 2166 1166 310 693
leaf_count=3714783 754 73601 13365 1080 1595 232 6795 1319 238113 3883 5255 1291 731 903 522 223 889 421 375 174 254 82 88 535 1696 510 2166 1166 310 693
internal_value=0 169.825 -2313.2 -1765.54 -60886.5 7474.55 11105.8 -2974.88 -2705.44 10144.5 1762.27 -7506.02 10394.5 36137.1 -35669.6 53584.6 -13050.7 73313.3 129569 72007.5 -75771.9 204513 20432.9 -10796.6 35829.7 82979.3 13842 -37219.7 -27699.4 -45610.7
internal_weight=0 3.79518e+06 278625 276044 2581 986 80396 262679 261599 23486 19603 15440 9440 4163 6000 745 1792 2371 1052 595 985 457 8455 2792 5663 1801 3862 2257 2169 1859
internal_count=4073804 3795179 278625 276044 2581 986 80396 262679 261599 23486 19603 15440 9440 4163 6000 745 1792 2371 1052 595 985 457 8455 2792 5663 1801 3862 2257 2169 1859
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=2 3 4 2 6 1 0 1 0 6 0 0 1 0 1 1 7 5 1 4 6 1 0 1 4 0 7 1 7 6
split_gain=1.54349e+14 1.52663e+14 4.88363e+14 4.62089e+14 6.27429e+14 6.01422e+14 7.2374e+14 6.68903e+14 1.08416e+15 9.11091e+14 6.48205e+14 1.77262e+15 1.2456e+15 1.4139e+15 1.01393e+15 1.06787e+15 1.01377e+15 9.80047e+14 8.80499e+14 8.77726e+14 8.3808e+14 9.24826e+14 8.02723e+14 1.3433e+15 8.3582e+14 6.77424e+14 6.59987e+14 6.56783e+14 6.31833e+14 6.30334e+14
threshold=14624.000000000002 12.500000000000002 12.500000000000002 75.000000000000014 94.02500000000002 37.442254400000003 55.876067900000002 37.682335600000009 55.579943700000008 73.995000000000019 55.749683450000006 55.710673100000008 37.631035900000008 55.775215600000003 37.543519500000009 37.649344350000007 6.0000000000000009 1.5000000000000002 37.618684050000006 25.500000000000004 45.995000000000012 37.46219940000001 55.759969450000007 37.600779750000008 5.5000000000000009 55.753967500000009 6.0000000000000009 37.563506350000004 6.0000000000000009 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 3 -3 4 5 -1 7 8 -7 10 11 18 17 16 -13 -16 -14 20 -10 29 -12 -22 23 27 -25 -26 -27 -19 -20 -15
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 12 14 13 19 15 -17 -18 22 28 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-17324.755362144195 62115.648765007027 -112207.28854149353 1806.0669175385347 63.610673043424995 30631.756227387363 -16815.88598272622 -26137.721095193607 -10344.973211161057 13870.88624323319 37240.061148833185 1171.1753846589079 13951.703327090137 114542.48713578458 -12802.050967880081 139690.1148589009 34069.020136537561 451173.4578589109 -2284.6797530081039 -43662.308211286821 302932.79403007077 307163.17222264456 52980.981353309005 -16100.263499420029 -284928.81414784666 -39193.048795396957 -38724.213408406576 -200148.97730536514 250272.77589946549 20487.001257552995 53950.647151153389
leaf_weight=35714 400 376 458253 3394851 4923 21928 12687 55342 22688 9520 14057 2680 783 3711 2206 1691 101 1064 5428 106 167 1002 16924 238 1295 384 744 114 2141 2286
leaf_count=35714 400 376 458253 3394851 4923 21928 12687 55342 22688 9520 14057 2680 783 3711 2206 1691 101 1064 5428 106 167 1002 16924 238 1295 384 744 114 2141 2286
internal_value=0 -6.09963 1712.59 -224.161 -4666.34 -5474.58 -3114.03 -1360.72 3108.24 7999.05 4511.08 14245.6 -3832.24 34805.9 61298.1 93858.6 153004 -11333.6 4017.79 17685.3 7936.85 89292.7 -25465 -66748.8 -106106 -88541.5 -145196 22156.4 -25516.8 12643.4
internal_weight=0 4.0734e+06 458629 3.61478e+06 219924 215001 179287 166600 111258 89330 79810 36834 42976 6987 6577 3897 884 35989 30257 6103 15226 1169 20763 3839 2661 2423 1128 1178 7569 5997
internal_count=4073804 4073404 458629 3614775 219924 215001 179287 166600 111258 89330 79810 36834 42976 6987 6577 3897 884 35989 30257 6103 15226 1169 20763 3839 2661 2423 1128 1178 7569 5997
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 4 0 0 7 6 1 0 4 1 0 1 0 1 4 1 0 1 7 4 0 6 1 1 4 1
split_gain=1.57231e+14 1.53876e+15 1.4456e+15 1.08352e+15 1.21443e+15 1.7957e+15 1.06968e+15 1.94201e+15 1.08619e+15 1.14033e+15 1.04537e+15 1.89131e+15 1.68964e+15 1.77076e+15 1.6081e+15 2.75556e+15 1.28678e+15 1.77911e+15 1.08179e+15 1.003e+15 9.729e+14 2.48602e+15 2.62457e+15 1.72883e+15 9.55463e+14 9.31102e+14 9.00804e+14 1.1797e+15 1.06803e+15 8.89292e+14
threshold=451.00000000000006 38.893394150000006 56.342669500000007 75.000000000000014 36.593086150000012 10.500000000000002 55.702806750000008 55.667390500000003 6.0000000000000009 79.710000000000022 37.897576350000001 55.972700350000004 6.5000000000000009 37.331232350000008 56.288960650000007 38.166910000000009 55.768246800000007 37.768783500000005 6.5000000000000009 37.978059650000013 55.348830750000012 38.011626600000007 6.0000000000000009 5.5000000000000009 55.710673100000008 79.015000000000015 38.247071200000008 37.768783500000005 16.500000000000004 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 10 29 11 12 -8 -14 19 -16 -15 -18 -17 24 21 25 -23 -22 -12 -6 27 -25 -29 -10
right_child=-2 -3 -4 4 6 -7 8 -9 9 -11 14 -13 13 16 15 18 17 -19 -20 -21 23 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-1807.0376511140958 -277.42767228512974 -28373.950219565304 -35417.727320911472 -53278.723706058357 -32117.907383891878 134050.20466064889 54485.126694221661 38251.194044471406 8829.7989335097172 -63900.035695791841 46992.881787307568 -9729.9372996429065 -20478.648653776458 91323.333334037059 14263.402857593137 72776.868711945703 35222.832132197036 -16828.863243856624 268708.92902149574 138.08842316609704 38246.61580781635 7578.6906460581786 167266.88188946925 14034.238286611735 -36444.800751695744 -136447.36314962173 64893.904354179431 14084.39362837179 -27507.103606588251 -18831.51841678044
leaf_weight=290402 3396489 16934 10084 5824 12740 561 13679 26147 21490 3686 1509 23766 11025 2740 5474 494 22283 9310 656 41576 21776 18461 1090 44928 15164 917 2526 9664 17097 25312
leaf_count=290402 3396489 16934 10084 5824 12740 561 13679 26147 21490 3686 1509 23766 11025 2740 5474 494 22283 9310 656 41576 21776 18461 1090 44928 15164 917 2526 9664 17097 25312
internal_value=0 1391.2 2154.46 2737.08 6403.77 -36819.6 7184.46 13397.3 2314.06 -10347.9 6642.99 14090.1 23679.1 14388.7 -2862.41 43825.9 25585.3 19884 184543 -8171.74 8367.4 -6386.21 16481.6 13471.4 -28893.2 -39123.1 6201.91 4133.87 -12487.5 -6130.32
internal_weight=0 677315 660381 650297 359895 6385 353510 155346 198164 50488 147676 82803 59037 45358 64873 6624 34333 31593 1150 58249 129199 33208 19551 95991 16673 13657 74215 71689 26761 46802
internal_count=4073804 677315 660381 650297 359895 6385 353510 155346 198164 50488 147676 82803 59037 45358 64873 6624 34333 31593 1150 58249 129199 33208 19551 95991 16673 13657 74215 71689 26761 46802
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=4 4 1 1 2 1 0 0 1 6 1 6 1 2 0 0 1 0 0 1 0 1 0 1 0 1 6 1 6 1
split_gain=1.54755e+14 3.1614e+14 8.34345e+14 5.865e+14 7.27555e+14 7.79121e+14 1.00359e+15 6.40792e+14 5.88719e+14 4.73309e+14 5.22464e+14 4.21755e+14 3.90286e+14 3.82224e+14 3.61087e+14 3.44802e+14 3.40039e+14 4.44977e+14 4.73383e+14 3.7417e+14 4.15325e+14 5.95083e+14 7.80046e+14 6.18532e+14 4.18618e+14 5.18328e+14 3.51774e+14 3.2723e+14 3.12927e+14 3.06518e+14
threshold=23.500000000000004 21.500000000000004 30.345769800000003 47.386825600000002 2200.0000000000005 37.586700500000006 55.988910100000005 54.431501800000014 49.147669400000005 112.00500000000001 39.023883200000007 43.010000000000012 36.865631950000008 3338.0000000000005 55.554045200000012 55.161746650000005 37.924401400000008 55.850146250000009 55.876067900000002 37.600779750000008 55.834019500000004 37.702956500000006 55.753967500000009 37.618684050000006 55.806294650000005 37.768783500000005 49.010000000000012 37.442254400000003 78.010000000000005 82.906746050000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -7 -5 13 -11 -3 -4 -6 27 -10 17 19 26 -9 21 22 23 -21 -23 -26 -19 -14 -16 -2
right_child=29 2 3 8 9 6 -8 16 15 10 -12 -13 14 -15 28 -17 -18 18 -20 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=26.400989041407527 -3243.509918248164 4444.3275459896959 181900.24901960784 73587.914169006515 -17381.38640107699 134377.85358072919 180442.38168876054 90581.877449469204 28129.873399667049 94422.636409670464 -72002.518538936492 48279.62373864156 233574.90857371796 21121.878819437443 17977.828513974811 -1172.7315556908291 -36338.171681155109 -11485.668509258892 2980.2368524411477 108104.82825264896 112940.11218239984 11955.688511794137 -115098.67737174717 -36845.534336543264 235381.66926500821 -26814.303653125 -93014.105102995934 -64315.518608924947 52354.398063982488 7134.4218542636345
leaf_weight=3671018 273754 3316 153 1771 29960 303 282 542 7697 788 248 6492 39 2821 14257 8396 4373 860 2297 407 337 4351 896 1064 190 125 1376 677 3252 31762
leaf_count=3671018 273754 3316 153 1771 29960 303 282 542 7697 788 248 6492 39 2821 14257 8396 4373 860 2297 407 337 4351 896 1064 190 125 1376 677 3252 31762
internal_value=0 175.496 5802.42 2700.98 -1447.75 8492.01 -6671.97 -9753.93 18864.4 -11964.8 54583.4 33459.3 22851.5 -14068 21516.3 12842.2 -12350.7 -3921.8 -28903.5 10390.9 4493.53 -702.896 -41543.5 3259.7 20015 131336 -61657 -48089.6 24362.7 -2164.6
internal_weight=0 3.76829e+06 97270 87462 69598 35781 17403 17121 17864 33817 1036 9808 18378 32781 18225 16093 16818 12445 4533 7912 7370 7033 2367 1471 4666 315 2236 716 17509 305516
internal_count=4073804 3768288 97270 87462 69598 35781 17403 17121 17864 33817 1036 9808 18378 32781 18225 16093 16818 12445 4533 7912 7370 7033 2367 1471 4666 315 2236 716 17509 305516
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 4 4 0 4 3 4 1 0 4 1 1 1 4 4 4 7 1 4 0 0 0 1 0
split_gain=1.57956e+14 8.77431e+14 1.31559e+15 1.78284e+15 9.50926e+14 1.58578e+15 1.22438e+15 1.008e+15 8.34849e+14 7.85328e+14 8.39519e+14 8.99726e+14 7.64106e+14 7.32682e+14 7.10946e+14 2.21249e+15 1.43063e+15 1.14382e+15 1.71207e+15 7.69316e+14 9.48696e+14 7.5831e+14 7.0419e+14 7.02946e+14 6.95862e+14 6.31058e+14 2.85297e+15 2.4674e+15 2.78252e+15 1.2312e+15
threshold=30.277905650000005 30.345769800000003 59.882709350000006 59.864072000000007 59.963561900000009 59.982409200000006 30.330566300000005 8.5000000000000018 9.5000000000000018 60.028671700000011 26.500000000000004 14.500000000000002 8.5000000000000018 30.303340300000002 59.939085000000013 13.500000000000002 30.303340300000002 30.323041000000003 30.315889700000003 10.500000000000002 7.5000000000000009 12.500000000000002 6.0000000000000009 30.330566300000005 19.500000000000004 59.91832440000001 59.864072000000007 59.990753350000013 30.226173900000003 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 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 24 14 6 7 -6 -5 10 11 -7 -8 -9 -4 17 -17 18 19 20 -16 -19 -11 -10 -2 26 -1 29 -29 -27
right_child=1 -3 4 8 5 9 12 13 23 22 -12 -13 -14 -15 15 16 -18 21 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3148.0522961951478 12913.349551434483 -108.74795992502379 105.28616961537166 80154.173178342375 41781.123504244555 16942.920288351586 -174728.5503772212 323102.44789347169 156751.84991320083 -1914.0363668547773 -111783.31068376068 98207.738360038988 30519.488259492235 135691.4769189576 19912.59156878561 -266957.75899663678 -72723.321627824494 69238.243264762918 -109622.74369849038 -144934.66976260729 204672.79010557759 399021.29695945949 -68513.40347403138 397354.52556985297 62528.597017863278 12428.275513474609 -67769.932857731692 19678.848670842424 -27609.184010184686 65746.5821666009
leaf_weight=73117 13242 3834081 30792 1177 1146 15796 204 247 425 8907 468 1491 1636 1342 1991 446 2532 1207 1393 233 323 74 1932 170 3594 9702 7536 21819 28958 7823
leaf_count=73117 13242 3834081 30792 1177 1146 15796 204 247 425 8907 468 1491 1636 1342 1991 446 2532 1207 1393 233 323 74 1932 170 3594 9702 7536 21819 28958 7823
internal_value=0 121.306 9838.91 33546.7 3725.34 16171.7 70835.1 113267 128957 7425.59 20374.2 23952 7763.73 164823 -6862.54 -33030.8 -101813 6201.72 -20487.1 28262.9 45702.4 88288.9 -13785.1 225495 23504.8 -3196.33 -9186.15 3876.62 -7289.4 36229.1
internal_weight=0 3.92485e+06 90768 18608 72160 33169 4575 2735 1772 28594 17755 17287 1840 1589 38991 8199 2978 5221 3940 2547 2314 1281 10839 595 16836 148955 80653 68302 50777 17525
internal_count=4073804 3924849 90768 18608 72160 33169 4575 2735 1772 28594 17755 17287 1840 1589 38991 8199 2978 5221 3940 2547 2314 1281 10839 595 16836 148955 80653 68302 50777 17525
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=1 1 0 5 6 6 4 6 4 4 3 6 7 4 0 2 4 4 0 1 1 0 1 4 6 6 6 1 5 6
split_gain=1.54743e+14 7.21822e+14 1.08846e+15 6.36131e+14 1.39709e+15 1.8537e+15 2.03232e+15 6.7838e+14 1.47166e+15 1.0715e+15 9.84878e+14 6.56422e+14 7.74182e+14 7.64836e+14 6.37235e+14 6.2353e+14 6.04395e+14 5.96677e+14 5.73475e+14 7.43006e+14 6.83895e+14 6.62134e+14 1.17053e+15 8.02991e+14 5.66121e+14 5.48175e+14 6.16941e+14 5.42058e+14 4.90722e+14 5.86981e+14
threshold=37.131181300000009 30.452677500000004 51.307150200000002 1.5000000000000002 81.02500000000002 42.605000000000011 9.5000000000000018 58.305000000000007 5.5000000000000009 9.5000000000000018 5.5000000000000009 64.405000000000015 6.0000000000000009 19.500000000000004 59.933037250000005 3338.0000000000005 17.500000000000004 15.500000000000002 60.064438250000002 30.226173900000003 30.277905650000005 59.825842200000004 30.362494150000003 7.5000000000000009 168.45000000000002 71.030000000000015 44.205000000000005 30.084656550000002 3.5000000000000004 108.05000000000001
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 4 5 -1 -7 8 27 -10 28 -8 16 -14 -15 -11 -13 24 21 -20 -21 22 -12 -23 -6 26 -4 -5 29 -9
right_child=-2 2 25 7 17 6 11 10 9 15 18 12 13 14 -16 -17 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=786.9029282331594 234.14638665492495 9882.4103810671186 -16124.703263874631 -14961.00122560077 -21929.360865089118 67738.710449950697 15735.095266144599 -5775.8822405833716 -41989.757890176901 -13711.595142027536 744.73188742281354 -29403.741860089045 -55963.814858084865 11460.602900094698 582300.91861165361 37325.401633942514 -198563.95062574442 -205540.65839843752 77921.642990212131 -182355.92210148831 -33817.602388002852 -62170.873484695847 -115887.19966426172 20046.520810768452 -406927.82126524393 -27331.599979425439 -1363.2891581518725 20410.465889438256 -30358.059624418373 36137.180402031547
leaf_weight=112540 3559983 30451 55028 5828 558 9206 21498 58442 14743 37291 9042 465 109 33 48 2558 387 404 428 408 1290 1219 951 46576 41 17964 58320 16884 7565 3544
leaf_count=112540 3559983 30451 55028 5828 558 9206 21498 58442 14743 37291 9042 465 109 33 48 2558 387 404 428 408 1290 1219 951 46576 41 17964 58320 16884 7565 3544
internal_value=0 -1622.27 -7151.65 918.359 5989.35 6806.93 28148 -2644.84 -10057.4 -18956.9 1781.23 11978 -65535.9 116993 349736 -10435.4 -106241 -111624 11178.5 -39828.5 -69508.8 13055.1 -10354.7 17949.6 -48281.5 -11101.8 -8529.64 11334 -6313.97 -3379.54
internal_weight=0 513821 161763 352058 145289 144286 31746 206769 77304 54592 129465 22540 1042 190 81 39849 852 1003 59914 2126 1698 57788 9993 47795 599 131312 113348 22712 69551 61986
internal_count=4073804 513821 161763 352058 145289 144286 31746 206769 77304 54592 129465 22540 1042 190 81 39849 852 1003 59914 2126 1698 57788 9993 47795 599 131312 113348 22712 69551 61986
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 2 6 0 4 0 1 2 0 0 6 2 4 4 1 0 1 1 6 6 1 0 4 6 6 0
split_gain=1.47317e+14 4.64597e+14 3.62497e+14 3.14194e+14 3.71933e+14 3.53878e+14 4.92413e+14 3.04746e+14 2.59972e+14 3.10185e+14 3.75094e+14 2.30111e+14 4.86749e+14 3.04952e+14 2.28779e+14 2.1034e+14 1.98069e+14 1.94616e+14 1.69465e+14 3.75801e+14 1.94044e+14 9.59466e+14 1.01801e+15 7.77455e+14 6.50063e+14 9.61956e+14 6.08863e+14 1.82798e+15 1.2883e+15 5.87942e+14
threshold=91.443676550000006 83.971434050000013 112.00500000000001 56.105603650000006 58.010305850000002 9236.5000000000018 62.010000000000012 51.768991500000006 4.5000000000000009 52.516286950000008 92.948588300000011 10180.500000000002 55.462387050000011 56.228352100000002 92.02500000000002 10180.500000000002 13.500000000000002 3.5000000000000004 83.754481100000007 53.379556850000007 82.970388650000018 82.965501500000016 112.00500000000001 156.15000000000003 82.966990000000024 54.947152850000002 4.5000000000000009 73.41500000000002 94.02500000000002 54.810424650000009
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -5 6 -2 -7 -8 -10 16 12 -3 -14 -12 -4 -11 -9 20 -20 21 -1 24 -24 -23 -26 27 -22 -28 -29
right_child=3 2 15 4 -6 7 8 17 9 10 14 -13 13 -15 -16 -17 -18 -19 19 -21 26 22 23 -25 25 -27 28 29 -30 -31
leaf_value=21.605684955398957 4696.6609319731697 -6031.6380165436713 -108676.40607409232 -15231.540997209395 12403.483703033919 -36008.918296154894 -18343.814713050044 -27955.804756969534 53736.101006405021 37620.058066992613 -11242.042219221374 25896.289315631424 -54347.592719271292 -11058.359673733183 -146201.43665509261 121771.47307412791 11270.106131192575 2210.3902886824735 20615.308603294146 -18253.646942370993 4888.6191894853318 30523.663351752824 242476.9741664833 -339207.69937500003 -15617.813933435307 20001.73619939723 -2336.6392064860684 -32912.836159408143 -54054.536574827303 132246.4794554142
leaf_weight=3450934 56515 44597 502 16590 6894 2637 1376 2341 3429 6958 1805 1874 3668 2925 135 43 4835 24740 10255 3284 15303 14839 284 25 13040 18114 359127 249 4882 1604
leaf_count=3450934 56515 44597 502 16590 6894 2637 1376 2341 3429 6958 1805 1874 3668 2925 135 43 4835 24740 10255 3284 15303 14839 284 25 13040 18114 359127 249 4882 1604
internal_value=0 -108.42 -9354.31 3335.37 -7118.96 5678.66 9335.72 -3557.27 23478.4 26831.6 20113.8 -8520.96 -9780.93 -35142.2 -20633.5 -90494.3 26816.9 -397.307 18.9361 11187.3 -20.0513 213.465 14513 195415 13297.6 5092.61 -2162.6 16247.3 -3030.27 110053
internal_weight=0 3.94555e+06 53609 128255 23484 104771 75053 29718 18538 17162 13733 53064 51190 6593 1940 545 11793 27081 3.89194e+06 13539 3.8784e+06 3.49724e+06 46302 309 45993 31154 381165 17156 364009 1853
internal_count=4073804 3945549 53609 128255 23484 104771 75053 29718 18538 17162 13733 53064 51190 6593 1940 545 11793 27081 3891940 13539 3878401 3497236 46302 309 45993 31154 381165 17156 364009 1853
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=4 6 1 3 6 7 2 1 0 2 1 4 0 1 5 7 0 1 0 1 1 0 4 1 6 1 3 0 4 0
split_gain=1.46692e+14 2.98456e+14 2.08384e+14 2.25906e+14 1.76528e+14 1.60994e+14 1.4918e+14 1.26288e+15 1.1752e+15 8.7491e+14 1.01917e+15 1.61597e+15 1.07636e+15 8.70563e+14 8.67177e+14 1.11584e+15 1.97879e+15 1.75877e+15 1.63492e+15 2.1085e+15 1.41099e+15 1.21442e+15 1.17337e+15 1.14808e+15 1.04244e+15 9.52446e+14 8.57031e+14 8.01885e+14 8.75219e+14 7.99455e+14
threshold=38.500000000000007 79.015000000000015 37.755233900000007 27.500000000000004 67.91500000000002 6.0000000000000009 451.00000000000006 38.893394150000006 56.342669500000007 75.000000000000014 36.865631950000008 12.500000000000002 55.418618900000006 37.858952300000006 1.5000000000000002 6.0000000000000009 55.348830750000012 37.897576350000001 55.214863500000007 38.109452700000006 37.978059650000013 55.972700350000004 6.5000000000000009 38.011626600000007 80.030000000000015 38.657016300000002 5.5000000000000009 55.753967500000009 17.500000000000004 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -2 7 8 9 13 11 12 -11 26 -12 16 23 21 19 -17 -19 22 -18 -16 -20 27 -1 28 -22 -29
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 10 14 -13 -14 -15 15 18 17 20 24 -21 25 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-7370.9313278609188 94295.135494402988 99756.431184895846 -69754.411570018317 90686.413095633863 -224801.97734375001 -71016.514623423092 -259.79868268712966 -25598.640910599286 -31816.578820003797 23834.279749971505 948.87359467568149 67907.892611543284 -40856.437843073829 -34166.451195933878 -41560.391928437828 -94291.625570229226 58013.710143772856 -20478.608436399976 1353.1417735128707 243157.32429148711 44175.042177964904 341.46315751215207 27165.936778296717 6185.5340135453898 -42336.266654830877 -43830.521790655228 3903.9341303665142 -1238.8981532698651 -39380.265516354761 48133.95459329478
leaf_weight=112064 67 144 239 141 106 488 3396486 16933 10084 3219 137272 1980 12797 7939 8503 272 16302 14630 42119 580 14419 12172 50616 12352 6275 2520 169221 18505 1373 3986
leaf_count=112064 67 144 239 141 106 488 3396486 16933 10084 3219 137272 1980 12797 7939 8503 272 16302 14630 42119 580 14419 12172 50616 12352 6275 2520 169221 18505 1373 3986
internal_value=0 -35178.8 -53844.2 -22344.1 -117392 -51060 10.2359 1366.73 2059.39 2585.65 5876.83 -17318.3 -27854.5 -1509.68 7097.73 11222.7 15380 19823.4 -1894.23 135427 6165.5 29396 34680.8 -13281.4 -4311.84 15718.8 -587.975 19638.7 36910.5 7511.28
internal_weight=0 1185 1041 696 345 555 4.07262e+06 676133 659200 649116 359892 17996 16016 289224 341896 204624 155378 134523 49246 852 55433 79090 66918 20855 48394 40803 281285 38283 15792 22491
internal_count=4073804 1185 1041 696 345 555 4072619 676133 659200 649116 359892 17996 16016 289224 341896 204624 155378 134523 49246 852 55433 79090 66918 20855 48394 40803 281285 38283 15792 22491
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=4 1 6 6 0 0 4 0 0 0 1 1 1 0 0 0 4 1 0 1 6 3 6 6 2 4 7 0 1 6
split_gain=1.53575e+14 5.18508e+14 6.90864e+14 6.00488e+14 5.45826e+14 8.05186e+14 7.69902e+14 1.13881e+15 7.25773e+14 6.97509e+14 6.55334e+14 1.40259e+15 8.27168e+14 1.03914e+15 8.38963e+14 8.74149e+14 7.51666e+14 7.32884e+14 6.72887e+14 6.5686e+14 6.29687e+14 7.38597e+14 6.23617e+14 6.22183e+14 1.06104e+15 6.00563e+14 5.95097e+14 7.78594e+14 6.82874e+14 1.11001e+15
threshold=10.500000000000002 38.97264950000001 125.02000000000002 42.005000000000003 55.071632200000003 47.207933300000008 17.500000000000004 55.061158000000006 55.775215600000003 45.085557650000005 49.030112300000006 47.256487700000001 49.195555600000006 55.79439725000001 56.802121050000004 56.850115550000005 16.500000000000004 60.636764050000004 57.892117950000006 40.377616600000003 118.04500000000002 20.500000000000004 72.50500000000001 122.65000000000002 9651.0000000000018 19.500000000000004 6.0000000000000009 47.234875100000004 39.366401150000009 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 -3 5 9 26 23 -6 -5 11 19 13 -12 -14 17 -17 22 25 -10 -9 -22 -16 -8 -25 -15 27 -7 29 -28
right_child=1 3 -4 4 8 6 7 20 10 -11 12 -13 14 18 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=475.12788006751254 846.99894629716403 1335.654603221843 38829.292465516402 -5147.1064453455656 -20977.178788620811 44072.044092731077 -4725.8784186065886 54019.244071859917 -27437.984057896305 -26313.837670714933 -6090.2051531091111 -66978.246784563293 -17828.410478409074 24577.126093588042 11365.997399040321 -15190.033004393656 7209.6608906794636 -19229.66699430603 229699.94295685278 2502.9122493422437 646173.14679487189 121514.07914244186 50858.844252913514 60412.767768759717 -106865.39438569732 91676.857352380524 41584.966315687801 -484.22492462087826 11185.461439594084 505138.20994591352
leaf_weight=2547999 740667 259418 4820 99270 38259 4201 94255 2049 12402 18464 7423 4987 36702 5063 9725 35140 26114 4189 197 17907 39 86 6790 518 1415 1811 7830 59026 26986 52
leaf_count=2547999 740667 259418 4820 99270 38259 4201 94255 2049 12402 18464 7423 4987 36702 5063 9725 35140 26114 4189 197 17907 39 86 6790 518 1415 1811 7830 59026 26986 52
internal_value=0 -793.434 1092.58 -2595.26 -4552.93 -1927.3 1991.64 -4260 -8543.79 -8466.64 -5719.87 -17834.5 -2508.57 20043.1 -5263.19 363.7 -5640.52 18127.6 47477.3 -9748.47 67312 285208 27603.1 -5877.64 -62038.7 42255 8260.29 2476.23 18748.7 44643.2
internal_weight=0 1.5258e+06 745487 780318 520900 314191 196457 98362 206709 117734 168450 35296 133154 14494 118660 81958 61254 20704 7071 30309 2174 125 16515 96188 1933 6874 98095 63227 34868 7882
internal_count=4073804 1525805 745487 780318 520900 314191 196457 98362 206709 117734 168450 35296 133154 14494 118660 81958 61254 20704 7071 30309 2174 125 16515 96188 1933 6874 98095 63227 34868 7882
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 6 1 1 7 1 4 1 1 6 6 2 6 5 3 3 0 1 6 0 1 6 0 1 6 0
split_gain=1.5073e+14 1.04374e+15 6.31162e+14 4.41037e+14 4.20344e+14 3.78563e+14 3.7267e+14 3.45161e+14 4.81132e+14 9.6537e+14 1.09957e+15 5.42908e+14 5.99329e+14 5.24645e+14 4.26088e+14 4.50323e+14 4.19352e+14 3.95173e+14 3.33811e+14 9.1252e+14 3.30164e+14 3.27097e+14 3.85617e+14 3.24536e+14 8.26388e+14 6.7456e+14 6.40317e+14 9.97234e+14 7.71788e+14 6.02905e+14
threshold=43.6005307 39.735861600000007 39.723160900000003 22.500000000000004 16.500000000000004 47.005000000000003 47.800771000000005 39.908802000000009 6.0000000000000009 43.047633000000012 11.500000000000002 47.386825600000002 43.80299105000001 31.005000000000006 67.445000000000007 13916.000000000002 101.02000000000002 2.5000000000000004 6.5000000000000009 7.5000000000000009 43.550475500000012 39.763755750000009 52.330000000000005 45.001720900000002 37.318079750000003 84.810000000000016 44.739668300000005 37.682335600000009 68.515000000000015 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 16 11 10 -10 12 -9 -12 -14 -16 21 -13 -5 -20 -6 -3 -23 24 25 -2 -26 -28 -29 -25
right_child=23 4 3 18 20 -7 -8 8 9 -11 13 17 14 -15 15 -17 -18 -19 19 -21 -22 22 -24 29 26 -27 27 28 -30 -31
leaf_value=-11208.553488972735 14909.999640259028 -669.80896804021813 82104.238136400614 169923.26912468113 16251.060592060048 39483.946264531602 -38476.428654306066 11480.902471954598 19103.138842629825 -17448.884456106709 676515.1552083334 13318.609928162487 -4913.1941141148081 211570.74135742188 -97622.113928133273 -18370.801777720742 84348.647631647662 49554.507886451058 -492828.4082908163 12502.159055397729 101521.33529535669 -18141.421559270148 -76004.621104107224 6802.63334433618 -1237.4567070056423 103798.70356336345 322.2907491068417 -19824.068785123804 -63443.400770315086 -135.35522325096449
leaf_weight=2667 9207 4087 2979 49 1347 3291 2575 17754 680 15150 27 8971 5955 240 1229 1721 389 4529 49 132 685 3230 1790 129636 93993 941 25130 27677 4753 3702941
leaf_count=2667 9207 4087 2979 49 1347 3291 2575 17754 680 15150 27 8971 5955 240 1229 1721 389 4529 49 132 685 3230 1790 129636 93993 941 25130 27677 4753 3702941
internal_value=0 4310.86 36049.4 71803.2 175.681 16792.3 -1157.25 304.253 3281 -11326.2 86624.1 9136.03 862.003 258588 -20309 -51387.7 -17330.6 25475.1 -61617.7 -124300 44996.2 -21673.7 -38773.9 -85.8292 -4474.18 23152.4 -6324.06 -14630.3 -26217 99.3206
internal_weight=0 79526 9167 3209 70359 5958 68327 65752 56256 16097 947 40159 26659 267 8905 2950 9496 13500 230 181 2032 9107 5020 3.99428e+06 161701 10148 151553 57560 32430 3.83258e+06
internal_count=4073804 79526 9167 3209 70359 5958 68327 65752 56256 16097 947 40159 26659 267 8905 2950 9496 13500 230 181 2032 9107 5020 3994278 161701 10148 151553 57560 32430 3832577
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=6 6 5 2 3 1 4 0 5 0 1 1 6 0 0 4 5 1 4 6 1 6 2 4 4 0 4 1 6 1
split_gain=1.55768e+14 7.9499e+14 6.4363e+14 5.91278e+14 5.62339e+14 5.95778e+14 4.63084e+14 4.05176e+14 5.15725e+14 5.34271e+14 4.04022e+14 4.92613e+14 7.90265e+14 5.52715e+14 6.11824e+14 3.92884e+14 4.04392e+14 4.54829e+14 3.72977e+14 3.58732e+14 5.8066e+14 6.14789e+14 6.04169e+14 3.53701e+14 3.53009e+14 3.41001e+14 3.16322e+14 4.07587e+14 9.23494e+14 6.52409e+14
threshold=87.015000000000015 84.810000000000016 1.5000000000000002 36.000000000000007 6.5000000000000009 39.178027400000005 16.500000000000004 55.768246800000007 2.5000000000000004 55.728148450000006 37.631035900000008 37.425454150000007 156.15000000000003 55.728148450000006 55.520061350000013 2.5000000000000004 2.5000000000000004 28.601854300000003 24.500000000000004 142.05000000000004 38.247071200000008 247.90000000000001 2599.0000000000005 5.5000000000000009 4.5000000000000009 55.034466500000008 24.500000000000004 37.873748150000004 138.05000000000004 38.948208550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 8 9 -4 11 13 -13 14 -10 -5 17 -17 -9 24 -21 22 -22 -24 -19 -8 27 28 -18 -29
right_child=2 -3 3 15 5 6 25 18 10 -11 -12 12 -14 -15 -16 16 26 19 -20 20 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=1.2046517980420031 -86755.606158932613 12760.558055719061 -62791.880689152051 -31651.386698977807 -66079.455367852046 -37398.009053622161 290362.07336943661 53837.703296372725 200096.37618408204 -417582.53418351716 44329.577850463153 -19150.676787645887 -483445.6188555744 168061.29455678558 -7023.7621433836221 97830.009006636086 1503.2358567585679 -54937.539803714739 -22430.737437858032 -104626.17668031756 675085.33620689658 49334.383667039416 -20502.883310883622 277181.03901367186 9497.9849856897472 67096.558792501106 -17892.896412851725 -30662.115816715705 51716.301699641328 -3286.8425112617088
leaf_weight=3745702 1660 49477 253 4656 482 165 132 4073 160 51 2452 3982 37 283 1313 601 43672 901 761 155 29 517 58 128 15088 142 14189 9177 3998 169510
leaf_count=3745702 1660 49477 253 4656 482 165 132 4073 160 51 2452 3982 37 283 1313 601 43672 901 761 155 29 517 58 128 15088 142 14189 9177 3998 169510
internal_value=0 167.546 -2282.16 -1817.42 -51987.5 10678.1 94954.1 18700.6 5593.97 -122313 10320.3 -4119.64 -23425.1 40065.2 15474 -2861.36 -2341.85 12345.3 41831 9300.97 71202.1 108434 250546 184355 5866.96 174655 -3408.95 -2501.04 5714.52 -4692.78
internal_weight=0 3.79518e+06 278625 276044 2581 921 439 13365 8531 304 8227 5775 4019 1756 1473 262679 258023 17477 4834 16876 887 732 215 186 15989 274 240546 226357 47670 178687
internal_count=4073804 3795179 278625 276044 2581 921 439 13365 8531 304 8227 5775 4019 1756 1473 262679 258023 17477 4834 16876 887 732 215 186 15989 274 240546 226357 47670 178687
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 4 3 0 1 0 4 0 0 0 6 1 1 6 1 4 1 3 0 0 0 1 7 1
split_gain=1.54488e+14 8.57751e+14 1.12827e+15 1.83877e+15 1.13105e+15 1.81471e+15 9.56924e+14 9.38044e+14 1.16954e+15 7.06289e+14 6.62111e+14 6.42941e+14 5.77502e+14 7.79137e+14 9.955e+14 1.06924e+15 1.02106e+15 8.33772e+14 6.31651e+14 7.0826e+14 8.72827e+14 6.0741e+14 7.39283e+14 5.94059e+14 6.47654e+14 1.70546e+15 1.28089e+15 1.97311e+15 1.83006e+15 1.31503e+15
threshold=30.303340300000002 30.345769800000003 59.882709350000006 59.848366150000011 59.950512650000007 59.939085000000013 60.028671700000011 26.500000000000004 7.5000000000000009 59.982409200000006 30.330566300000005 59.864072000000007 8.5000000000000018 55.026775150000006 59.950512650000007 59.982409200000006 61.805000000000007 30.277905650000005 30.226173900000003 61.425000000000004 30.260128500000004 5.5000000000000009 30.084656550000002 2.5000000000000004 59.91832440000001 59.864072000000007 59.990753350000013 30.226173900000003 6.0000000000000009 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -4 7 8 10 -10 -6 -5 13 -1 16 17 21 18 -16 20 -20 22 -15 -14 25 -25 28 -28 29 -26
right_child=1 -3 4 11 6 -7 -8 -9 9 -11 -12 -13 23 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=30389.348639745047 9410.0912067257559 -82.8428136899865 603.73155682100639 58968.713921578579 31764.216323221219 -70609.336520298544 -6291.6012256275089 -106026.55952727755 141303.81721937718 55560.694494892181 -25500.129416660915 134106.63897829177 -24900.784015828227 -15055.315339834153 -233181.25404256186 4321.6995524446493 -43226.012736616532 24818.209942042296 52283.873360920639 59589.584317998007 269232.67196283804 -36390.732879500931 31999.256211905642 -7074.900348831673 30759.652918650201 -77962.168509936921 26170.435565201937 -19422.799056609812 -15939.806406053 118015.26319105782
leaf_weight=10473 10805 3834081 28365 4189 9173 4095 9514 472 1248 4173 2589 1564 15670 6068 48 8831 7405 1853 278 681 557 3412 7424 41278 4670 3698 13967 29624 4858 2741
leaf_count=10473 10805 3834081 28365 4189 9173 4095 9514 472 1248 4173 2589 1564 15670 6068 48 8831 7405 1853 278 681 557 3412 7424 41278 4670 3698 13967 29624 4858 2741
internal_value=0 125.936 10632.7 33726.2 4219.96 -8380.17 19273.9 33050.7 36871.1 75300.1 19159.4 79395.6 -3011.23 6341.89 -547.326 22700.7 -12260.8 70200 123968 135276 197003 1303.93 10836.6 -6786.81 -3971.88 -12903.4 3219.36 -4814.26 31762.3 63031.6
internal_weight=0 3.91027e+06 76187 16558 59629 32460 27169 17655 17183 5421 11762 5753 163536 47030 36557 12248 24309 3417 1564 1516 835 16904 13492 116506 100836 44976 55860 43591 12269 7411
internal_count=4073804 3910268 76187 16558 59629 32460 27169 17655 17183 5421 11762 5753 163536 47030 36557 12248 24309 3417 1564 1516 835 16904 13492 116506 100836 44976 55860 43591 12269 7411
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 1 6 0 0 0 6 6 2 7 0 6 6 5 0 0 1 4 6 5 0 4 5 2 6 4
split_gain=1.51048e+14 5.88949e+14 1.11914e+15 8.06517e+14 8.7451e+14 6.35819e+14 6.70826e+14 1.1219e+15 7.94366e+14 9.92938e+14 7.35611e+14 6.31704e+14 6.16202e+14 6.36824e+14 5.42457e+14 5.39877e+14 5.46271e+14 5.36796e+14 5.12636e+14 5.10506e+14 1.30279e+15 6.38746e+14 6.19487e+14 9.86848e+14 9.22379e+14 8.86261e+14 7.93275e+14 7.6069e+14 6.54867e+14 7.19392e+14
threshold=37.131181300000009 30.624707450000006 51.768991500000006 5.5000000000000009 3.5000000000000004 30.084656550000002 64.015000000000015 60.01610465000001 59.864072000000007 59.91832440000001 108.05000000000001 101.02000000000002 3338.0000000000005 6.0000000000000009 63.565651350000003 74.015000000000015 38.010000000000012 1.5000000000000002 55.026775150000006 59.825842200000004 30.362494150000003 7.5000000000000009 60.005000000000003 1.5000000000000002 60.01610465000001 9.5000000000000018 1.5000000000000002 3338.0000000000005 40.490000000000002 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 -3 5 12 18 -7 8 11 -10 -9 -8 17 -14 15 16 -4 -5 -1 20 -6 -21 23 28 26 -25 -24 -27 -23 -30
right_child=-2 2 14 4 19 6 7 10 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 22 24 25 -26 27 -28 -29 29 -31
leaf_value=18495.628589841021 231.33386777482281 7994.6803702544148 -24963.7041770219 -4069.8499091784652 -385.52376187060213 23457.406074519549 11933.737574952818 33625.830640980181 -85983.412724199457 -8771.0453795502999 191876.08394504435 132820.69949179294 32779.661676523407 -12153.92903392701 -79552.774905793776 -35939.519845055846 -5000.0571652464932 -22777.19962349705 -18368.483113535458 -29213.954340919965 -47588.113004368352 927.44069559472211 -38924.521433276052 -38662.791275718155 -8800.170966555168 -9139.2238756386141 21342.237507176953 38719.864043627131 70812.324041670334 14025.525704311007
leaf_weight=5592 3559983 31650 18528 25744 28371 35067 3411 896 2156 7321 437 495 5944 6720 1249 9198 52672 37949 11592 6074 7365 72094 2290 9578 16413 37162 47219 3647 2454 24533
leaf_count=5592 3559983 31650 18528 25744 28371 35067 3411 896 2156 7321 437 495 5944 6720 1249 9198 52672 37949 11592 6074 7365 72094 2290 9578 16413 37162 47219 3647 2454 24533
internal_value=0 -1602.79 -7968.37 197.859 -1812.8 10212.8 15937.5 -1981.67 -10695.7 -26336.7 85505.3 27253.5 -11210.2 8936.19 -14156.4 -13140.4 -10195.1 -15215.9 -6372.2 977.088 -10113.7 2766.73 3668.59 106.992 11744 -11287.3 18554.6 -4862.17 5901.48 19189.3
internal_weight=0 513821 113297 400524 333557 66967 49783 14716 13383 9477 1333 3906 76357 12664 81647 80398 71200 63693 17184 257200 35736 221464 215390 149468 65922 50387 49509 40809 99081 26987
internal_count=4073804 513821 113297 400524 333557 66967 49783 14716 13383 9477 1333 3906 76357 12664 81647 80398 71200 63693 17184 257200 35736 221464 215390 149468 65922 50387 49509 40809 99081 26987
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 6 1 6 6 6 0 0 1 0 1 0 1 0 4 1 1 4 1 0 4 1 0 7
split_gain=1.41661e+14 6.46444e+14 1.19438e+15 5.68742e+14 2.35289e+15 1.3108e+15 8.48897e+14 6.06833e+14 7.28752e+14 6.96623e+14 6.05482e+14 5.69176e+14 5.62611e+14 6.14307e+14 5.37723e+14 5.3681e+14 1.00562e+15 1.6546e+15 1.21415e+15 8.92842e+14 1.57823e+15 6.60487e+14 1.27592e+15 1.0615e+15 6.99807e+14 1.05335e+15 6.52446e+14 6.44698e+14 6.40877e+14 6.34974e+14
threshold=54.980317700000008 55.007293000000011 82.911604200000014 56.128886000000001 82.648284550000014 55.957851400000003 17.500000000000004 37.310000000000009 38.011626600000007 65.00500000000001 72.020000000000024 87.395000000000024 54.998919050000005 54.988402950000008 56.02161850000001 53.175387700000009 40.377616600000003 44.046956350000009 40.024897700000004 53.20799465000001 17.500000000000004 38.927872750000006 38.965413050000002 15.500000000000002 37.331232350000008 45.047736150000013 24.500000000000004 50.136929700000003 45.036141150000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 5 -5 7 11 8 -1 -9 -8 -6 13 -4 -7 16 17 18 29 20 27 24 26 -24 -19 28 -23 -17 -26 -11
right_child=1 -3 12 4 6 14 10 9 -10 15 -12 -13 -14 -15 -16 19 -18 21 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-20525.650481406698 -1614.4693105333092 192.59844913449373 -4576.7057710657255 -35123.315635655206 15.060467451739374 35127.580291126564 -11283.715962639242 2857.8132147369265 -2727.4606246014896 23830.705944406989 -47613.459717311991 -22313.117328064487 12426.562279583588 50682.595326824659 6324.8859631535097 129048.47903510643 -18436.259833538996 1707.6410440894551 245558.40926148812 1920.7083609711381 -32299.236567814976 23609.469351064377 7828.597423338947 -13636.746410616593 -17459.772688325131 -54825.24730061859 129139.50988682055 28010.809322538986 50851.754964821448 116576.38976889242
leaf_weight=26101 37031 2516678 2465 22950 327533 14716 20908 610584 193967 9414 5877 11829 15219 10941 11584 1842 46741 14602 271 37105 1514 12782 40000 54328 14597 8333 614 961 1516 801
leaf_count=26101 37031 2516678 2465 22950 327533 14716 20908 610584 193967 9414 5877 11829 15219 10941 11584 1842 46741 14602 271 37105 1514 12782 40000 54328 14597 8333 614 961 1516 801
internal_value=0 448.152 10243.9 -775.932 -4062.83 384.22 -2115.96 -154.87 -4838.4 1049.21 -19255 -763.224 25584.5 40521.9 22441.3 -3450.43 -5557.88 -1730.1 36645.6 6928.5 49971 -4471.82 -433.008 -4534.32 -15613.9 -25960.4 28446.4 94408 -11032.6 31103.3
internal_weight=0 2.58233e+06 65656 1.49147e+06 389097 1.10237e+06 366147 1.07607e+06 220068 856005 26785 339362 28625 13406 26300 245421 203999 157258 10486 41422 4317 146772 107724 94328 39048 24446 13396 2803 16113 10215
internal_count=4073804 2582334 65656 1491470 389097 1102373 366147 1076073 220068 856005 26785 339362 28625 13406 26300 245421 203999 157258 10486 41422 4317 146772 107724 94328 39048 24446 13396 2803 16113 10215
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 2 0 0 0 0 0 3 6 1 1 0 6 4 6 4 4 3 0 0 1 3 7 0 3
split_gain=1.42319e+14 5.94648e+14 2.72953e+14 3.16184e+14 2.77031e+14 2.02623e+14 1.99152e+14 1.97997e+14 2.09551e+14 1.80116e+14 3.26506e+14 2.80979e+14 1.73222e+14 1.72379e+14 1.69456e+14 1.47058e+15 1.44073e+15 1.17564e+15 1.14338e+15 1.23366e+15 2.43948e+15 9.58739e+14 5.51645e+14 5.50574e+14 7.65036e+14 6.36476e+14 8.94891e+14 6.8606e+14 5.66287e+14 5.80009e+14
threshold=91.292296250000007 86.169282750000022 5.5000000000000009 61.425000000000004 102.04000000000001 53.888505650000006 2851.5000000000005 50.556058150000005 51.307150200000002 55.520061350000013 56.105603650000006 55.145978450000008 10.500000000000002 90.045000000000016 82.941727000000014 82.901648750000021 54.988402950000008 67.91500000000002 12.500000000000002 134.05000000000004 7.5000000000000009 5.5000000000000009 4.5000000000000009 55.046782850000007 55.013931500000005 82.92647190000001 18.500000000000004 6.0000000000000009 55.014210500000011 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 14 4 5 -2 -4 -3 12 -9 11 -11 -8 -5 -12 15 -1 -17 -18 19 -19 21 -21 -23 24 -20 26 -25 -28 -26 -30
right_child=2 6 3 7 -6 -7 9 8 -10 10 13 -13 -14 -15 -16 16 17 18 23 20 -22 22 -24 25 28 -27 27 -29 29 -31
leaf_value=-121.58874105268126 -644.79242718068303 -65393.436682393716 13563.093407827671 48000.674684791287 -61189.305527066943 -1463.2635106420385 -20394.544641584194 -175029.09124461209 15271.956301334603 -66831.572627418151 -8850.3594268441248 22062.177393010112 189513.89526515151 -144987.3986246745 -1580.3354323919896 -12112.383740577156 10880.15856869197 78973.962892935611 -14457.850803408232 196216.44870975381 190267.48475985887 -214632.0234737529 -62291.687880306614 57138.945633951822 329166.58037974685 -41048.159459413931 -141328.30417749481 30651.492800467357 53287.500333791533 334107.04841666669
leaf_weight=3218612 69986 945 12207 685 764 33882 5408 58 24656 1785 2987 2190 99 96 604430 19020 54615 8228 1804 99 398 431 530 2409 79 2594 481 448 3803 75
leaf_count=3218612 69986 945 12207 685 764 33882 5408 58 24656 1785 2987 2190 99 96 604430 19020 54615 8228 1804 99 398 431 530 2409 79 2594 481 448 3803 75
internal_value=0 -112.464 3106.34 7459.77 -1298.59 2516.57 -21133.7 16394.9 14825.3 -17778.5 -32795.6 -8157.08 65870.3 -13089.5 -40.5109 240.365 12501.6 18662 38541.7 63950.9 -20829.3 -100090 -130615 17493.7 39512.7 -3890.47 24985.2 -58392.9 64117.9 58718.5
internal_weight=0 3.93147e+06 142337 71587 70750 46089 13411 25498 24714 12466 4868 7598 784 3083 3.91806e+06 3.31363e+06 95014 75994 21379 9686 1458 1060 961 11693 5761 5932 3338 929 3957 3878
internal_count=4073804 3931467 142337 71587 70750 46089 13411 25498 24714 12466 4868 7598 784 3083 3918056 3313626 95014 75994 21379 9686 1458 1060 961 11693 5761 5932 3338 929 3957 3878
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=4 3 4 2 1 0 2 6 3 4 6 4 0 0 1 6 3 6 7 0 0 1 1 6 6 6 3 3 5 6
split_gain=1.41912e+14 4.61956e+14 4.54676e+14 1.63743e+15 9.39805e+14 6.21975e+14 1.15146e+15 5.94785e+14 5.7369e+14 7.57685e+14 1.16304e+15 7.17965e+14 7.90554e+14 7.02518e+14 6.75951e+14 6.53932e+14 5.57341e+14 5.46045e+14 8.52759e+14 7.99419e+14 1.37377e+15 1.04366e+15 8.7449e+14 8.13195e+14 8.64121e+14 6.67703e+14 5.38306e+14 5.29803e+14 5.2767e+14 4.81841e+14
threshold=10.500000000000002 10.500000000000002 9.5000000000000018 5261.5000000000009 83.015546400000019 55.030407050000001 5444.0000000000009 87.395000000000024 4.5000000000000009 6.5000000000000009 99.050000000000011 8.5000000000000018 47.139841100000005 51.567244500000008 37.978059650000013 45.605000000000011 7.5000000000000009 39.355000000000011 6.0000000000000009 55.029726000000004 55.018166200000003 83.007653300000015 82.956351500000011 85.020000000000024 73.41500000000002 87.395000000000024 8.5000000000000018 1.5000000000000002 1.5000000000000002 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=2 -2 8 -4 5 17 7 -7 29 10 16 12 -11 -12 -13 -14 -10 -5 19 20 21 22 -19 24 -24 -20 -17 -6 -16 -1
right_child=1 -3 3 4 27 6 -8 -9 9 11 13 14 15 -15 28 26 -18 18 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1285.2890700522273 -2236.1667901438364 1292.0625479238479 10434.638712681388 -11165.123782715769 -13795.805099225559 -2531.1801250508634 19519.800354175281 -62019.145703478265 -6125.4067898472667 -7034.388790748666 -96358.410946539778 -9820.2531577050577 539.50605996308673 -27480.166771279692 7441.505828593301 32715.793555725402 -154347.28968996063 5449.2693024587388 2983.3482504727608 -55023.746886115987 29625.71029519918 47975.031242548881 -16584.84301723164 -50526.313702673491 112130.52811036083 -52881.148731209134 -152011.55288423743 22647.753135539082 -2583.3273208221754 2553.9396516029665
leaf_weight=596798 888599 637206 194019 72867 4757 38246 35923 1758 205087 15387 2061 80059 10542 5260 79552 20050 254 17967 188951 3681 8974 2831 50635 7496 527 2164 159 24711 154438 722845
leaf_count=596798 888599 637206 194019 72867 4757 38246 35923 1758 205087 15387 2061 80059 10542 5260 79552 20050 254 17967 188951 3681 8974 2831 50635 7496 527 2164 159 24711 154438 722845
internal_value=0 -762.709 456.729 2726.49 -514.175 -1692.76 6524.33 -5145.41 -329.453 -2972.04 -7705.12 -177.535 11470.6 -46870.7 -1888.8 20730 -6308.75 -3444.83 -1458.59 -9362.43 -7461.73 -11650.5 -13853.4 -19765.9 -15259 2350.79 31262.4 16764.7 824.919 817.679
internal_weight=0 1.5258e+06 2.548e+06 655507 461488 432020 75927 40004 1.89249e+06 572849 212662 360187 46138 7321 314049 30751 205341 356093 283226 92111 88430 79456 76625 58658 51162 191115 20209 29468 233990 1.31964e+06
internal_count=4073804 1525805 2547999 655507 461488 432020 75927 40004 1892492 572849 212662 360187 46138 7321 314049 30751 205341 356093 283226 92111 88430 79456 76625 58658 51162 191115 20209 29468 233990 1319643
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 3 1 7 4 0 1 6 5 4 1 6 3 5 6 6 6 1 1 4 3 6 4 0 1 6
split_gain=1.34276e+14 7.79222e+14 5.08332e+14 3.65061e+14 3.54092e+14 3.6464e+14 3.20875e+14 3.15219e+14 3.11022e+14 3.18722e+14 5.33237e+14 5.25073e+14 4.26325e+14 3.72188e+14 3.46374e+14 3.31866e+14 3.32793e+14 3.16974e+14 2.90607e+14 1.26591e+15 2.79491e+14 2.79e+14 2.5681e+14 3.71685e+14 3.15589e+14 2.45244e+14 2.65257e+14 2.35124e+14 6.485e+14 5.51499e+14
threshold=43.6005307 39.735861600000007 39.723160900000003 22.500000000000004 11.500000000000002 13.500000000000002 47.800771000000005 6.0000000000000009 16.500000000000004 43.051287600000009 43.80299105000001 70.50500000000001 3.5000000000000004 10.500000000000002 39.908802000000009 104.01000000000001 9.5000000000000018 1.5000000000000002 63.855000000000011 64.805000000000021 67.00500000000001 39.749243900000003 39.763755750000009 15.500000000000002 6.5000000000000009 56.805000000000007 14.500000000000002 45.001720900000002 37.318079750000003 90.045000000000016
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 4 -4 5 -1 8 -6 9 12 14 -12 13 17 15 22 -17 -3 -5 -20 -19 -10 24 -24 -11 26 -9 28 29 -2
right_child=27 6 3 18 7 -7 -8 25 21 10 11 -13 -14 -15 -16 16 -18 20 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-151.97179450513826 14419.284230596268 -9220.6483134995833 72950.837585854897 119382.68217329547 23261.90914468003 -383247.10100000002 -34034.458614169227 171057.93439941408 136978.53335129312 -11984.657152530537 -13888.422437087718 -79678.217467658324 55428.319790694564 -16389.785795461416 6546.5291420453523 105191.56633803638 -253680.06155133928 33658.765226132287 -618285.69546875008 28681.567839001073 6326.7168876252945 26161.988039392105 -26220.31919804346 -118060.67025846889 71382.306198167076 207090.2886442765 500.12158919963434 76.58494063987979 -5454.9752521513774 107781.87171281572
leaf_weight=4026 9470 5247 2979 66 1339 25 2592 149 261 3582 4163 1712 1825 6018 22291 335 28 7139 40 124 7861 1754 4543 488 520 184 235 3832577 151553 678
leaf_count=4026 9470 5247 2979 66 1339 25 2592 149 261 3582 4163 1712 1825 6018 22291 335 28 7139 40 124 7861 1754 4543 488 520 184 235 3832577 151553 678
internal_value=0 4068.78 31492.2 63579 14210.2 -2516.17 495.802 49741.7 1816.54 630.58 -5382.2 -33059.8 8692.29 5444.88 -266.711 -16260.2 77510 11934.8 -57807.2 -129115 19334.9 40515.9 -19987.2 -35128.7 -1416.44 112165 66680.1 -81.0092 -3816.25 20657
internal_weight=0 79526 9167 3209 5958 4051 70359 1907 67767 65752 37662 5875 28090 26265 31787 9496 363 20247 230 164 15000 2015 9133 5031 4102 568 384 3.99428e+06 161701 10148
internal_count=4073804 79526 9167 3209 5958 4051 70359 1907 67767 65752 37662 5875 28090 26265 31787 9496 363 20247 230 164 15000 2015 9133 5031 4102 568 384 3994278 161701 10148
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 6 0 6 1 1 4 0 1 4 1 1 4 1 1 4 1 1 4 0 0 1 4 0 6
split_gain=1.40749e+14 1.22819e+15 1.4155e+15 1.55772e+15 1.03922e+15 1.09716e+15 9.8896e+14 9.53932e+14 7.87542e+14 7.74996e+14 7.34299e+14 9.39822e+14 6.27448e+14 1.05845e+15 9.14602e+14 7.57504e+14 5.98878e+14 5.72658e+14 5.58759e+14 4.88871e+14 4.77409e+14 4.72188e+14 5.93437e+14 6.06981e+14 5.78109e+14 5.72991e+14 5.64718e+14 5.63698e+14 5.47554e+14 5.26035e+14
threshold=45.085557650000005 47.139841100000005 47.245981600000007 39.652459050000012 39.763755750000009 47.222459950000008 78.605000000000004 51.567244500000008 64.805000000000021 39.718675700000013 39.366401150000009 19.500000000000004 47.295021550000008 36.865631950000008 18.500000000000004 37.843405600000004 39.703507450000011 14.500000000000002 39.01296365000001 39.044653900000007 3.5000000000000004 39.044653900000007 38.927872750000006 24.500000000000004 44.685196900000008 44.046956350000009 37.442254400000003 18.500000000000004 45.036141150000006 112.00500000000001
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=21 8 3 10 5 9 16 12 18 -5 -3 -12 14 -14 19 -15 -7 -6 -2 -4 -9 22 24 28 -1 -23 -26 29 -24 -27
right_child=1 2 7 4 17 6 -8 20 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 -22 25 23 -25 26 27 -28 -29 -30 -31
leaf_value=11296.51387301871 -132.67547554940566 -44619.679244200459 -43770.305317561106 38752.32831365952 20016.045472397484 16987.36038126954 100699.78907424293 -5117.4407474125146 -28597.431026658702 -8542.8993108384566 11278.923015272145 -30520.461414031848 5139.5402986397239 -51714.014217763535 -39252.191695493872 -15696.41749514291 53896.665994928931 -24532.972693446161 -15728.05186992882 8460.2910613807326 435.1738501226817 2973.6118434689133 18110.164044957706 41755.321699161868 3940.9280507349449 -3540.6754023717458 -13255.926466025829 -26844.994251178334 3982.1908439581621 -62893.565143891086
leaf_weight=25520 55156 3752 1876 6097 6112 7357 3033 163065 19722 8025 24695 6877 24556 6410 4969 65577 10923 5466 39374 40034 3071551 112129 34033 5089 32927 88072 45459 12980 141449 1519
leaf_count=25520 55156 3752 1876 6097 6112 7357 3033 163065 19722 8025 24695 6877 24556 6410 4969 65577 10923 5466 39374 40034 3071551 112129 34033 5089 32927 88072 45459 12980 141449 1519
internal_value=0 -219.651 117.161 13071.9 24994.5 33493.1 47816.4 -198.6 -10420.8 11876.2 -2796.09 2174.2 -8179.1 -12788.1 1312.79 -18903.6 39042.1 -1015.65 -6628.52 6122.31 155.253 1572.93 4244.85 7709.5 -1776.14 -1967.35 -6032.18 -7368.73 6722.17 -4546.99
internal_weight=0 3.57463e+06 3.46038e+06 82337 47013 35435 21313 3.37804e+06 114252 14122 35324 31572 143422 96543 46879 71987 18280 11578 94530 41910 3.23462e+06 499177 284477 180571 103906 214700 78386 102571 175482 89591
internal_count=4073804 3574627 3460375 82337 47013 35435 21313 3378038 114252 14122 35324 31572 143422 96543 46879 71987 18280 11578 94530 41910 3234616 499177 284477 180571 103906 214700 78386 102571 175482 89591
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=4 1 7 1 0 1 6 1 4 0 4 1 1 4 1 0 1 6 0 0 0 4 0 6 0 7 7 0 6 1
split_gain=1.35427e+14 8.68504e+14 4.84218e+14 5.34394e+14 4.01117e+14 1.19434e+15 4.28715e+14 5.12727e+14 5.68291e+14 3.86852e+14 3.16981e+14 5.06469e+14 5.74349e+14 1.05627e+15 4.41204e+14 1.23966e+15 5.63086e+14 5.29712e+14 3.53403e+14 4.01394e+14 3.52282e+14 3.0325e+14 3.04936e+14 2.89236e+14 2.7625e+14 2.75425e+14 2.74975e+14 3.40824e+14 2.7285e+14 2.53514e+14
threshold=32.500000000000007 37.401708450000008 6.0000000000000009 37.318079750000003 55.676890650000011 37.425454150000007 54.410000000000004 37.442254400000003 33.500000000000007 55.801384500000005 27.500000000000004 37.563506350000004 37.804148700000006 29.500000000000004 37.475446350000006 55.834019500000004 37.318079750000003 68.515000000000015 55.633951400000008 55.801384500000005 55.696737300000009 29.500000000000004 55.850146250000009 63.855000000000011 55.721784200000009 6.0000000000000009 6.0000000000000009 55.633951400000008 110.01500000000001 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -6 -8 9 -9 -1 14 13 -13 16 17 -12 26 -15 -20 -18 22 -17 -5 -22 -26 27 -16 -14 -7
right_child=1 4 3 23 6 29 7 8 -10 -11 11 12 28 18 15 21 20 -19 19 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-21.147852514592344 4299.6615082003545 -310452.05541294644 38226.691887469337 156322.44176449048 -4140.0783155621948 124902.94958329634 180828.35659083945 -118074.3496054414 -7387.8267375397481 -48380.069499681791 -16080.785261552066 170601.16584567231 6386.8612397040233 130469.05613988318 -116258.44192438618 63454.945452453219 2907.2170173808818 8256.950092562407 -13052.868390024814 64935.683063168777 155236.50299357829 142526.6417084565 -146244.2449877107 360100.44973516953 127361.30032720711 13505.780576013829 -114682.45458890731 79460.117297565623 142067.1929353413 14678.17994762076
leaf_weight=4038147 423 112 242 170 5965 220 102 1142 2420 2632 2788 697 5951 337 175 314 885 671 1477 1193 389 370 89 118 333 587 1473 181 152 4049
leaf_count=4038147 423 112 242 170 5965 220 102 1142 2420 2632 2788 697 5951 337 175 314 885 671 1477 1193 389 370 89 118 333 587 1473 181 152 4049
internal_value=0 -8754.23 84088.4 147769 -14070.8 11901.4 -23351 -41552 -45214 -69469.3 37.974 13255.9 28619.2 59683.1 -4995.75 -33518.4 13742.6 -67739.9 33973.1 21793.7 51640.4 77159.1 17144.2 239815 84588.4 54716.5 -95620.7 -16749.8 9766.09 20358.5
internal_weight=0 17595 953 530 16642 4381 12261 6296 6194 3774 4.05621e+06 18062 9807 3704 8255 3273 4982 2500 3007 2670 2194 773 403 288 1309 920 1829 356 6103 4269
internal_count=4073804 17595 953 530 16642 4381 12261 6296 6194 3774 4056209 18062 9807 3704 8255 3273 4982 2500 3007 2670 2194 773 403 288 1309 920 1829 356 6103 4269
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=5 7 1 1 6 0 1 1 1 1 6 1 0 0 2 0 0 6 4 4 0 6 1 4 1 6 0 6 0 0
split_gain=1.35026e+14 6.88438e+14 7.19477e+14 6.77553e+14 6.57885e+14 5.78548e+14 5.74183e+14 5.50323e+14 7.58704e+14 5.83273e+14 1.056e+15 7.08855e+14 5.85806e+14 5.68287e+14 5.37568e+14 7.59026e+14 7.41384e+14 4.88038e+14 4.85473e+14 4.80312e+14 4.78478e+14 3.82459e+14 6.09565e+14 4.19196e+14 5.29275e+14 3.69955e+14 3.10792e+14 6.0904e+14 3.71593e+14 4.22566e+14
threshold=3.5000000000000004 6.0000000000000009 33.882313700000005 20.507515800000004 138.05000000000004 43.687280500000007 30.452677500000004 39.908802000000009 82.901648750000021 65.574968200000015 138.05000000000004 82.825258850000026 55.080855950000007 57.125462300000009 9651.0000000000018 55.061158000000006 55.102137100000007 120.05000000000001 24.500000000000004 5.5000000000000009 54.810424650000009 122.65000000000002 37.897576350000001 21.500000000000004 39.689978950000004 67.91500000000002 56.262014700000009 168.45000000000002 55.840017500000009 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -4 18 21 9 25 -11 13 -13 -12 -8 17 -17 -16 -5 -2 -10 -7 -23 24 -24 -9 28 -28 29 -27
right_child=1 3 5 6 -6 7 14 8 20 10 11 12 -14 -15 15 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=101.32099072266676 -16446.943393661491 -205844.20524680399 35166.544166298016 90624.427821005069 25508.726049029854 1478.1998738974762 1761.4486349687782 11158.775247967882 -17257.593195715144 -27670.722692912663 -238689.08014585159 -65636.999920457412 371392.02452008933 20839.765488873105 69162.054799898382 256653.84019371058 -38811.685217706094 -56814.418282970903 -78554.528410218249 -61990.165497109323 13456.362657633686 75777.495513724396 -31451.398400927541 96171.006888843825 69235.676617117031 -25474.504736240666 -11923.855352818726 71990.314496232313 -64424.302331859188 38647.111139945191
leaf_weight=3951417 4366 132 3810 1654 1796 23668 8243 5285 7184 4192 571 248 35 99 886 317 116 471 189 4931 17254 1943 2259 443 679 14027 13316 925 2239 1109
leaf_count=3951417 4366 132 3810 1654 1796 23668 8243 5285 7184 4192 571 248 35 99 886 317 116 471 189 4931 17254 1943 2259 443 679 14027 13316 925 2239 1109
internal_value=0 -3271.27 -5745.03 19467.8 -29898.8 -3046.39 21972.1 -4571.29 -9584.8 -17729 -49271.8 -144289 -11587.5 -200341 12548.1 62220.7 177499 25437 73275.1 -40602.4 4427.43 6925.63 31142.3 5491.3 -8181.65 -13331.1 -17424.9 -6473.35 -26401 -20776.4
internal_weight=0 122387 110379 12008 11093 99286 11876 95476 66484 42046 5145 953 283 670 10033 1790 433 1357 1843 9297 24438 28992 5324 3381 2938 36901 31616 14241 17375 15136
internal_count=4073804 122387 110379 12008 11093 99286 11876 95476 66484 42046 5145 953 283 670 10033 1790 433 1357 1843 9297 24438 28992 5324 3381 2938 36901 31616 14241 17375 15136
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=6 5 1 5 2 0 2 1 4 6 6 1 1 0 2 2 2 0 1 0 0 7 1 0 4 1 1 4 5 6
split_gain=1.3398e+14 6.45512e+14 2.46328e+14 2.24091e+14 2.29304e+14 2.06402e+14 1.98187e+14 1.82601e+14 1.56575e+14 4.5457e+14 5.03015e+14 6.6517e+14 9.98664e+14 8.96642e+14 6.25977e+14 5.76418e+14 7.29854e+14 5.94078e+14 1.20333e+15 1.52179e+15 2.55102e+15 1.09389e+15 1.05932e+15 6.78884e+14 7.82525e+14 7.67722e+14 2.29204e+15 1.38785e+15 9.73544e+14 9.25167e+14
threshold=19.050000000000004 1.5000000000000002 39.939672500000007 3.5000000000000004 75.000000000000014 44.046956350000009 75.000000000000014 63.728898350000001 10.500000000000002 30.985000000000003 41.285000000000004 39.749243900000003 43.80299105000001 43.6005307 2882.5000000000005 3338.0000000000005 4214.5000000000009 55.801384500000005 37.858952300000006 56.288960650000007 56.309668500000008 6.0000000000000009 38.166910000000009 55.737027400000009 11.500000000000002 37.586700500000006 37.631035900000008 12.500000000000002 1.5000000000000002 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -8 -2 -10 -11 13 -13 -12 -14 17 -17 23 -19 21 22 -20 -21 -15 -25 27 28 -26 -27 -29
right_child=8 2 -4 -5 5 -7 7 -9 9 10 11 12 14 15 -16 16 -18 18 19 20 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-72083.256247100173 523.13926107294401 172470.50989990236 5911.1468969927828 184967.58735351564 160300.7653931673 24128.401410709081 -5297.4609566836771 -26912.214133111294 -10780.918911473907 2446.3262118708235 51247.135999045102 -21075.093561111862 8944.7209623911876 513.16180479814159 -4743.7848109547213 36098.149750245779 2123.2053781397985 -2532.2691270430987 -26663.413292533947 -30044.477396606446 -12811.576572348446 -92724.090666766569 337209.88949825102 122683.34861729635 -92083.851796278672 39888.471309988847 18809.421541852305 18666.306458467599 -80956.429484534121 76538.773686697925
leaf_weight=623 2529897 132 2229 125 121 1390 9091 6856 43962 424111 3437 34750 37286 358508 321178 9800 17821 220497 12364 100 1356 3144 366 664 827 805 17013 6837 3879 4635
leaf_count=623 2529897 132 2229 125 121 1390 9091 6856 43962 424111 3437 34750 37286 358508 321178 9800 17821 220497 12364 100 1356 3144 366 664 827 805 17013 6837 3879 4635
internal_value=0 -8050.73 28020.5 55894.8 46074.8 35033 -16751.8 -14590.2 40.8511 -760.112 -462.328 -1631.31 -4889.06 303.561 -3319.96 37.7114 14177.6 -581.244 -4526.43 -29899 56554.3 -40056.2 258400 1805.19 15169.4 13069.5 1755.31 33029.1 -60187.8 42048.4
internal_weight=0 20567 3997 1768 1643 1511 16570 15947 4.05324e+06 1.52334e+06 1.47938e+06 1.05527e+06 393214 662053 358464 658616 27621 630995 237827 17330 1822 15508 466 393168 34660 33996 21697 12299 4684 11472
internal_count=4073804 20567 3997 1768 1643 1511 16570 15947 4053237 1523340 1479378 1055267 393214 662053 358464 658616 27621 630995 237827 17330 1822 15508 466 393168 34660 33996 21697 12299 4684 11472
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 1 0 6 6 0 4 0 0 0 4 1 0 1 1 4 0 6 1 1 6 7 0 6 1
split_gain=1.37131e+14 6.39615e+14 9.81507e+14 6.13405e+14 6.5992e+14 1.03841e+15 5.43611e+14 2.51326e+15 7.25959e+14 5.86023e+14 5.43002e+14 6.27807e+14 1.42631e+15 5.63395e+14 1.94324e+15 2.37122e+15 1.49869e+15 1.38531e+15 1.15121e+15 1.08355e+15 1.17189e+15 1.07751e+15 1.13108e+15 9.5094e+14 9.46196e+14 8.57231e+14 8.28486e+14 6.9771e+14 6.9226e+14 7.2484e+14
threshold=37.488790500000007 37.682335600000009 5873.0000000000009 55.988910100000005 55.93962770000001 75.000000000000014 37.740454950000007 55.93962770000001 85.020000000000024 62.375000000000007 55.866549750000011 18.500000000000004 55.568628050000008 55.743464250000009 55.759969450000007 16.500000000000004 37.600779750000008 55.685785750000008 37.618684050000006 37.631035900000008 7.5000000000000009 55.775215600000003 106.49500000000002 37.563506350000004 37.618684050000006 67.00500000000001 6.0000000000000009 55.749683450000006 116.05000000000001 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -3 -9 11 13 -13 17 15 16 -15 18 -2 20 -18 22 23 -16 -22 -23 28 -17 29 -19
right_child=1 6 -4 -5 5 -7 -8 9 -10 -11 -12 12 -14 14 21 27 19 26 -20 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1269.0594484113185 11666.330769660508 -7602.7382340153727 -51961.223502083267 -20394.487524371019 -96151.431732010315 76268.572935961798 128.13831115612712 -64962.449015533486 38233.478783794904 -156875.13830610795 -5589.7704512153177 -10701.392293126873 32725.037843277929 52051.504016687577 -27900.948772412914 -419188.73223214288 -200726.98728984757 50621.846245408728 -26597.65548899585 86653.346950724983 -413159.47816964285 -7521.0522595329548 -675929.75906250009 117485.61154459238 -41377.115276865392 41965.026153014231 106885.46619935927 -150425.14001995232 -464487.79508928576 -16969.33021391528
leaf_weight=704272 44138 56607 2859 7741 401 2709 3131199 1878 3680 1100 26385 10380 27871 1828 610 105 612 6288 9567 472 70 18751 20 1714 3101 4304 1786 1206 28 2122
leaf_count=704272 44138 56607 2859 7741 401 2709 3131199 1878 3680 1100 26385 10380 27871 1828 610 105 612 6288 9567 472 70 18751 20 1714 3101 4304 1786 1206 28 2122
internal_value=0 265.248 6150.57 7115.34 8410.14 54036.9 -57.288 -9234.67 -4804.83 -98912.7 7530.73 10095.6 20940.6 5806.65 -4849.55 -49966.7 -23676.8 11272.8 4849.99 -56210.6 -74035.6 8284.67 72880.6 79324.8 -49584.2 1717.21 45011.1 -171951 31914.6 33567.3
internal_weight=0 3.36953e+06 175068 172209 164468 3110 3.19446e+06 63265 60287 2978 161358 134973 38251 96722 32793 7394 6083 63929 53705 4255 3783 25399 2344 2324 3171 23055 10224 1311 8438 8410
internal_count=4073804 3369532 175068 172209 164468 3110 3194464 63265 60287 2978 161358 134973 38251 96722 32793 7394 6083 63929 53705 4255 3783 25399 2344 2324 3171 23055 10224 1311 8438 8410
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=2 1 1 7 1 0 0 4 4 4 6 4 0 1 0 4 6 4 4 1 6 1 6 6 0 0 1 7 6 1
split_gain=1.29759e+14 6.91559e+14 7.87947e+14 8.35426e+14 7.14587e+14 9.69403e+14 9.21037e+14 6.92802e+14 7.37812e+14 6.55314e+14 5.99927e+14 6.12129e+14 5.99236e+14 1.18297e+15 1.5188e+15 1.65454e+15 1.48127e+15 1.26515e+15 9.27748e+14 9.81539e+14 7.32362e+14 6.82395e+14 6.63575e+14 6.47295e+14 6.65369e+14 7.35006e+14 7.89185e+14 1.22714e+15 6.42741e+14 6.32597e+14
threshold=75.000000000000014 37.858952300000006 37.873748150000004 6.0000000000000009 37.442254400000003 55.520061350000013 55.910578700000009 12.500000000000002 32.500000000000007 34.500000000000007 40.905000000000008 2.5000000000000004 55.579943700000008 37.563506350000004 55.60524465000001 26.500000000000004 58.305000000000007 22.500000000000004 17.500000000000004 37.475446350000006 94.02500000000002 37.740454950000007 40.610000000000007 58.305000000000007 55.60524465000001 55.685785750000008 37.46219940000001 6.0000000000000009 118.04500000000002 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 10 12 -1 -7 -12 18 23 16 17 -15 -16 19 -9 21 22 -19 -14 -25 -26 27 -27 -28 -18
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 11 -13 13 14 15 -17 29 20 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-12415.731564658396 156.37847071361091 9217.7055179127219 -15307.472011256235 -144264.28522450046 -44144.112734314367 7284.3445233148877 -83557.603344936695 -28967.760607627908 -17299.689792386922 234171.60206524885 -212535.14544401105 -10246.787547404529 15608.737165274792 17458.930363752563 4768.2915876888937 56422.1843585467 109325.42186658911 -4080.2901218567781 -45925.431641337018 26632.592198977465 92438.065869595666 30879.312740122936 -49614.305392403767 -7034.5806572929214 104393.85185848284 39288.529297910223 36062.102361765777 374985.01879855228 -365623.58208984375 324553.39265202708
leaf_weight=51164 3783340 529 6393 1076 4630 27566 1249 5125 11699 108 150 54679 22478 3669 47654 4918 1767 4499 4749 8345 503 1665 11089 2276 2187 283 9649 177 40 148
leaf_count=51164 3783340 529 6393 1076 4630 27566 1249 5125 11699 108 150 54679 22478 3669 47654 4918 1767 4499 4749 8345 503 1665 11089 2276 2187 283 9649 177 40 148
internal_value=0 -2036.85 -31034.4 -93677.4 -1215.79 1152.83 2078.51 2553.22 6763.52 -11896.3 -4749.85 -10800.2 8908.88 11622.3 4470.46 484.766 54668.5 -3721.02 -7920.89 5478.04 -26504.8 -29972.5 -36472.3 26259.9 42644.9 51810.8 40479.8 168459 34403.8 125959
internal_weight=0 290464 7998 1605 282466 231194 226564 225315 142920 51272 82395 54829 131221 113002 75912 70328 5584 65410 18219 13470 17756 17253 15588 37090 14612 12336 10149 460 9689 1915
internal_count=4073804 290464 7998 1605 282466 231194 226564 225315 142920 51272 82395 54829 131221 113002 75912 70328 5584 65410 18219 13470 17756 17253 15588 37090 14612 12336 10149 460 9689 1915
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=6 3 5 6 1 1 0 0 4 2 0 0 4 2 0 0 0 0 1 4 0 1 0 0 6 3 6 0 0 6
split_gain=1.29926e+14 6.33072e+14 7.8664e+14 6.025e+14 5.77188e+14 9.4325e+14 7.49948e+14 4.32204e+14 3.76051e+14 7.28513e+14 6.00702e+14 1.13759e+15 1.45545e+15 6.69149e+14 5.65477e+14 5.24335e+14 7.24627e+14 9.75724e+14 5.3143e+14 5.25e+14 4.71486e+14 4.34202e+14 4.67732e+14 3.99879e+14 3.70034e+14 5.01851e+14 3.69678e+14 3.69146e+14 3.52313e+14 4.86578e+14
threshold=99.050000000000011 5.5000000000000009 1.5000000000000002 247.90000000000001 39.004719500000007 39.038055050000004 59.990753350000013 45.055912800000009 16.500000000000004 6680.0000000000009 55.161746650000005 55.013931500000005 6.5000000000000009 6240.0000000000009 55.783232450000007 54.94110555000001 55.046782850000007 55.061158000000006 82.941727000000014 22.500000000000004 45.00849250000001 82.895858600000011 55.030407050000001 45.015054600000006 118.04500000000002 20.500000000000004 116.05000000000001 54.707511300000007 59.950512650000007 128.05000000000004
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 6 7 28 -6 10 20 11 13 -13 27 26 -11 18 19 21 -18 -10 -17 -23 -22 -19 -26 -12 -7 29 -3
right_child=1 4 -4 -5 5 8 -8 -9 9 15 14 12 -14 -15 -16 16 17 24 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=102.37163295706326 -167838.92039950285 11709.951390151962 -8284.5268454716388 -10037.460649674027 -37487.862178375137 3825.7673404339403 -36375.189034215517 -150716.86595764695 -48413.736077685076 -159613.65236637997 -38764.667029403521 458940.49979395606 51762.588129447766 -43838.495972901095 -14632.022612277709 -82453.688437500008 13712.76029575893 12121.35338498264 -19145.986723973147 -132312.84862058214 185681.12818526788 48835.766130055541 208234.0242481087 32887.137402106528 518794.34468750004 90055.059520348848 -129464.01896675555 95447.446303484321 79886.63649920981 50126.449963389678
leaf_weight=3944199 550 14703 69209 432 823 6085 2341 571 717 260 1108 91 2486 3473 8348 130 322 225 1033 1046 175 441 316 8066 40 86 756 474 1048 4250
leaf_count=3944199 550 14703 69209 432 823 6085 2341 571 717 260 1108 91 2486 3473 8348 130 322 225 1033 1046 175 441 316 8066 40 86 756 474 1048 4250
internal_value=0 -3115.42 -9545.55 -98419.1 4481.05 -3170.54 17177.3 -83867.9 -17.5608 13660.4 -7723.5 6877.32 66141 -8346.21 -25751.5 -22420.6 -12618.4 -59778.9 29605.1 -97941.3 29364.7 86380.5 115375 36131.8 88956.7 226163 -75550.5 10447 23445.3 20324.4
internal_weight=0 129605 70191 982 59414 37072 22342 1394 35678 12857 22821 12609 2577 10032 10212 3899 3639 1719 1920 1368 8958 887 757 8241 351 126 1864 6559 20001 18953
internal_count=4073804 129605 70191 982 59414 37072 22342 1394 35678 12857 22821 12609 2577 10032 10212 3899 3639 1719 1920 1368 8958 887 757 8241 351 126 1864 6559 20001 18953
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=4 6 0 1 0 1 6 0 1 1 0 1 0 2 1 0 7 4 1 6 0 3 6 2 0 0 0 6 4 1
split_gain=1.26224e+14 2.78256e+14 2.70514e+14 4.13362e+14 3.59907e+14 4.18911e+14 5.0613e+14 4.05714e+14 9.31927e+14 4.65448e+14 9.67275e+14 5.58093e+14 1.26684e+15 6.96686e+14 5.42661e+14 5.88419e+14 5.44148e+14 5.14096e+14 4.70878e+14 5.01651e+14 3.87417e+14 3.78782e+14 3.9169e+14 3.51447e+14 5.46963e+14 3.39348e+14 7.24113e+14 3.11391e+14 2.87959e+14 2.87052e+14
threshold=23.500000000000004 49.010000000000012 60.064438250000002 30.260128500000004 60.002985000000002 30.452677500000004 85.020000000000024 59.939085000000013 30.242318500000007 30.315889700000003 59.825842200000004 37.331232350000008 55.696737300000009 75.000000000000014 30.410676000000006 59.91832440000001 6.0000000000000009 24.500000000000004 30.345769800000003 78.010000000000005 60.028671700000011 13.500000000000002 72.50500000000001 2200.0000000000005 55.579943700000008 59.933037250000005 59.898927250000007 94.02500000000002 24.500000000000004 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 9 -9 25 11 12 23 -14 15 16 -12 -16 -15 -20 21 -6 28 24 -11 26 -3 -26 -23 -10
right_child=1 2 3 -5 5 -7 -8 8 29 10 14 -13 13 18 17 -17 -18 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=158.49518448762242 1249.830926016175 -49189.62327985499 -142861.56483688121 -21606.952226172853 24856.628702770671 -59756.445794125779 -20060.533945098025 72402.917423603969 -269215.72845510568 274951.70413504465 134466.99734743926 -4488.923682455611 -172061.32574565744 70395.138496150539 -29603.343416135755 -233362.78291330647 35419.657337759563 34548.72977340185 -32316.24849717868 -99433.354247321229 16523.72427069542 134807.76011819681 205070.34680641201 -90911.598596060154 26962.937411933279 -11134.130015448736 -247676.16320756392 188767.62642926359 11053.042131766888 -64958.218623036999
leaf_weight=3768288 143593 1117 327 2005 1130 763 2833 562 71 105 989 125206 451 344 1882 62 1263 3715 4211 1514 6659 358 299 186 1525 1378 220 129 396 2223
leaf_count=3768288 143593 1117 327 2005 1130 763 2833 562 71 105 989 125206 451 344 1882 62 1263 3715 4211 1514 6659 358 299 186 1525 1378 220 129 396 2223
internal_value=0 -1954.91 -4796.86 -38609.6 -4302.78 12031.5 16723.1 -5683.42 -43006.3 -4944.71 -4158.23 -6169.03 -31019.5 -52148.7 29817.9 70550.7 78917.8 12977.5 -43237.7 -50065.6 28508.7 65067.4 108219 39809.7 53632.4 -45958.2 -81850.1 39582.5 69811.9 -71280.1
internal_weight=0 305516 161923 2332 159591 12438 11675 147153 2856 144297 141582 133671 8465 6520 7911 2314 2252 5597 6069 5725 8842 2183 1053 1945 1759 2715 1337 1654 754 2294
internal_count=4073804 305516 161923 2332 159591 12438 11675 147153 2856 144297 141582 133671 8465 6520 7911 2314 2252 5597 6069 5725 8842 2183 1053 1945 1759 2715 1337 1654 754 2294
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 6 3 1 2 1 1 0 0 1 0 1 4 1 0 0 0 0 4 1 4 4 0 0
split_gain=1.23402e+14 9.10913e+14 1.03117e+15 1.06441e+15 1.15422e+15 2.03213e+15 1.17355e+15 1.15687e+15 9.4869e+14 8.62921e+14 8.62026e+14 1.93762e+15 9.05534e+14 9.05463e+14 8.51969e+14 8.49124e+14 8.18871e+14 7.83059e+14 1.79904e+15 1.19592e+15 8.61904e+14 7.73354e+14 7.63212e+14 1.15634e+15 1.47372e+15 8.31616e+14 1.04125e+15 6.88049e+14 6.69746e+14 6.66982e+14
threshold=55.676890650000011 55.82518790000001 49.692247900000005 73.995000000000019 37.517483500000004 37.586700500000006 37.631035900000008 48.945000000000007 18.500000000000004 52.061190950000004 75.000000000000014 37.401708450000008 37.331232350000008 55.685785750000008 55.728148450000006 49.195555600000006 55.743464250000009 49.095306150000006 8.5000000000000018 37.897576350000001 55.696737300000009 55.791814000000009 55.710673100000008 55.775215600000003 12.500000000000002 37.46219940000001 17.500000000000004 9.5000000000000018 55.696737300000009 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 21 -4 11 14 27 -14 -2 17 -9 19 -19 20 -5 -6 -13 24 -24 -25 -27 -12 -29 -16
right_child=1 -3 9 15 5 6 -8 16 -10 -11 12 22 13 -15 29 -17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-469.9269963176464 -197386.1039791537 -496.36497108039805 -59930.42584931379 76230.558166560586 55969.309895227074 2782.2951266821638 7445.4083720026065 26964.951494856094 143176.8345317613 -6121.9843904711361 18508.447702519599 -52961.028352878886 392378.02709009743 45422.95200487112 62988.824056062898 -21560.377527233351 -69567.577619677715 132285.07176169779 27579.39625197016 -20142.783670472796 21067.99941309671 -2339.9707167423785 -36871.227214499078 18439.715093988776 44566.23672390201 -10766.966463810426 -98199.358375363881 13853.685555731654 -46125.341499863585 -88811.761777717329
leaf_weight=2356134 648 1379128 3316 3338 7970 8313 194109 1051 955 29446 7103 3700 77 3251 333 4040 5362 2144 6994 6248 18704 3183 3247 2276 7040 2785 2666 2933 5097 2213
leaf_count=2356134 648 1379128 3316 3338 7970 8313 194109 1051 955 29446 7103 3700 77 3251 333 4040 5362 2144 6994 6248 18704 3183 3247 2276 7040 2785 2666 2933 5097 2213
internal_value=0 644.601 5292.58 7099.09 4762.15 7689.9 5380.65 -21835.7 47519.1 -11568.2 -10153.3 -22290.8 6222.88 53450.5 -95012.9 21994.5 -53747.3 26695.8 52145.9 18475.1 29421.7 39328.2 -11593.8 -3097.11 18861.2 -32330.4 -53528.8 -4163.25 -24217.7 -68957.2
internal_weight=0 1.71767e+06 338542 305780 264312 220943 208835 14726 12108 32762 43369 24908 18461 3328 3194 41468 6413 37428 9138 28290 22042 11153 21714 18014 10287 7727 5451 15133 8030 2546
internal_count=4073804 1717670 338542 305780 264312 220943 208835 14726 12108 32762 43369 24908 18461 3328 3194 41468 6413 37428 9138 28290 22042 11153 21714 18014 10287 7727 5451 15133 8030 2546
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=2 2 3 1 0 1 7 0 1 1 0 4 0 4 0 1 4 0 1 0 3 1 4 4 6 6 0 0 0 4
split_gain=1.23218e+14 1.1836e+14 6.37246e+14 5.59979e+14 5.42539e+14 6.20825e+14 4.29641e+14 6.17987e+14 5.53994e+14 4.02244e+14 9.61374e+14 8.42495e+14 7.31422e+14 5.97402e+14 9.53447e+14 2.4149e+15 6.80606e+14 1.2808e+15 4.98948e+14 7.11788e+14 8.09057e+14 6.84724e+14 7.44956e+14 6.49881e+14 5.20416e+14 6.87639e+14 5.16487e+14 7.30458e+14 1.20466e+15 8.84367e+14
threshold=14624.000000000002 75.000000000000014 2.5000000000000004 37.804148700000006 55.883833400000007 37.234509300000006 6.0000000000000009 55.710673100000008 37.873748150000004 37.442254400000003 55.539595350000006 19.500000000000004 55.520061350000013 23.500000000000004 55.710673100000008 37.401708450000008 21.500000000000004 55.81943720000001 37.586700500000006 55.579943700000008 17.500000000000004 37.475446350000006 17.500000000000004 26.500000000000004 138.05000000000004 89.00500000000001 55.858844800000007 55.685785750000008 55.633951400000008 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 -1 4 5 -4 -5 8 -8 10 11 -7 -11 16 -15 -16 -12 -18 19 21 -21 -14 -23 -22 25 26 27 28 -20 -29
right_child=-2 -3 3 6 -6 9 7 -9 -10 12 13 -13 18 14 15 -17 17 -19 24 20 23 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-12823.814201084037 55498.972219726566 143.91723304955596 -56490.959850553903 -11010.851672867169 -21216.670251209693 31000.587795869549 -127234.80322362315 103375.23820227546 -29527.921333702288 -38130.791430976089 -12601.825517754953 205670.26643713808 -30544.03874970469 -62722.201526910452 -69729.885313960214 92531.915049047442 36461.646354872712 -123324.92029534298 13151.730250072273 13111.514201089985 74623.703027522221 24307.914259767706 -24881.402266108882 11581.240681809299 -257184.59942908655 42869.268412884034 -22530.806787843696 17317.189298035995 -27637.056159864136 -9519.4324367864883
leaf_weight=45465 400 3782940 1783 11162 10286 2345 1010 222 1364 3893 20729 313 6650 4894 2003 1692 6307 545 12404 49331 4151 9518 4551 2698 78 3812 9530 38247 17395 18086
leaf_count=45465 400 3782940 1783 11162 10286 2345 1010 222 1364 3893 20729 313 6650 4894 2003 1692 6307 545 12404 49331 4151 9518 4551 2698 78 3812 9530 38247 17395 18086
internal_value=0 -5.44989 -1950.77 66.9589 1233.09 2278.19 -19533.1 -56176.4 -71096.6 2756.28 -6476.46 51569.3 4744.09 -10742 -33772 4572.41 -3570.27 23752.4 5690.03 11740.4 17583 -4102.05 8396.29 49789.6 1016.44 1218.9 -440.813 2003.32 -10658.5 8701.15
internal_weight=0 4.0734e+06 290464 244999 231241 220955 13758 2596 2374 219172 38828 2658 180344 36170 8589 3695 27581 6852 176451 76899 56180 20719 14069 6849 99552 99474 95662 86132 29799 56333
internal_count=4073804 4073404 290464 244999 231241 220955 13758 2596 2374 219172 38828 2658 180344 36170 8589 3695 27581 6852 176451 76899 56180 20719 14069 6849 99552 99474 95662 86132 29799 56333
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 0 4 0 1 4 0 6 6 1 4 1 4 0 4 0 6 1 1 0 0 6 7 4 4 1
split_gain=1.18679e+14 7.06095e+14 9.30609e+14 1.19022e+15 9.26153e+14 1.32362e+15 1.71343e+15 1.11685e+15 1.21036e+15 1.27789e+15 1.51263e+15 1.0965e+15 8.93538e+14 8.13042e+14 9.41974e+14 7.81948e+14 7.94791e+14 7.19476e+14 8.44372e+14 6.81309e+14 6.96314e+14 6.22813e+14 6.20792e+14 5.7706e+14 5.83928e+14 5.53059e+14 1.77178e+15 5.44374e+14 7.82296e+14 7.98731e+14
threshold=64.405000000000015 82.825258850000026 65.593879100000024 60.753246850000004 82.941727000000014 55.013931500000005 18.500000000000004 55.014210500000011 82.918694400000007 6.5000000000000009 55.061158000000006 138.05000000000004 128.05000000000004 65.534455000000023 8.5000000000000018 61.438154000000004 23.500000000000004 55.046782850000007 21.500000000000004 55.055052800000006 105.00500000000001 82.962856350000024 82.918694400000007 55.071632200000003 54.947759400000002 138.05000000000004 6.0000000000000009 10.500000000000002 4.5000000000000009 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 5 -3 7 -7 12 11 -11 -10 27 15 -15 -2 -17 18 -8 20 -19 23 -21 24 -6 -4 -27 28 -9 -30
right_child=1 4 3 -5 21 6 17 8 9 10 -12 -13 -14 14 -16 16 -18 19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=293.15772123280402 -1934.6488402931759 -8905.2688315158011 -34157.203243695229 54708.217606266524 -26219.809438945711 358980.95804347825 -36060.550367733646 -34576.709501466714 -9704.435621650111 63252.794050834003 -44157.215024082427 -197211.63473530253 171372.97351384617 91544.552306270722 12014.91519910231 -28888.789026914241 151013.05567812501 -29241.417779272248 82716.088691449419 68551.571031837506 -135250.34798335104 3681.5334333927735 -31930.391943666131 -53355.93054443397 8913.5340153166471 -198157.94982188052 242002.96472190367 28910.078721964717 289487.54308146768 85758.889635809071
leaf_weight=3145786 699821 12186 10963 1513 9034 115 962 522 1083 5415 1730 438 818 1650 15291 13870 250 2498 1584 1127 824 123246 1353 3262 9931 568 109 3135 201 4519
leaf_count=3145786 699821 12186 10963 1513 9034 115 962 522 1083 5415 1730 438 818 1650 15291 13870 250 2498 1584 1127 824 123246 1353 3262 9931 568 109 3135 201 4519
internal_value=0 -993.743 -2365.4 -28728.6 4553.3 18343.1 30957 48343.1 46343 19528.4 37245.9 -63700.6 71614.9 -1890.97 19760.9 -2404.74 -25703.6 -6481.01 37836.6 -25928.2 -55536.2 902.833 13732.2 -14504.7 -7822.28 -39574 -127290 61873.6 81587.6 94434.6
internal_weight=0 928018 744035 13153 183983 38510 26324 17976 17861 8666 7145 1521 9195 730882 16941 713941 14120 8348 2546 5802 3322 145473 2480 22227 18965 11640 677 8377 5242 4720
internal_count=4073804 928018 744035 13153 183983 38510 26324 17976 17861 8666 7145 1521 9195 730882 16941 713941 14120 8348 2546 5802 3322 145473 2480 22227 18965 11640 677 8377 5242 4720
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=6 3 1 1 0 0 4 0 0 4 0 0 4 1 3 5 0 0 4 1 1 1 0 1 4 1 1 0 0 4
split_gain=1.17604e+14 4.34438e+14 3.86299e+14 8.47496e+14 5.61809e+14 4.08574e+14 3.96045e+14 4.43999e+14 8.05434e+14 1.09505e+15 5.30597e+14 4.82614e+14 4.19223e+14 4.21765e+14 3.76343e+14 3.71188e+14 3.86275e+14 6.34175e+14 5.76349e+14 3.94776e+14 1.57502e+15 9.9074e+14 7.2055e+14 9.13398e+14 6.80707e+14 4.19948e+14 8.25521e+14 6.34094e+14 6.56249e+14 5.28683e+14
threshold=100.05000000000001 5.5000000000000009 39.008519500000006 39.038055050000004 59.990753350000013 45.055912800000009 16.500000000000004 55.161746650000005 55.013931500000005 6.5000000000000009 54.998919050000005 55.783232450000007 24.500000000000004 82.93515810000001 8.5000000000000018 1.5000000000000002 53.888505650000006 44.739668300000005 5.5000000000000009 49.176406850000006 49.111590500000005 55.90712030000001 54.707511300000007 20.507515800000004 5.5000000000000009 47.256487700000001 43.932356550000009 56.309668500000008 56.342669500000007 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 15 4 5 -3 -4 7 8 10 -10 14 -9 13 -8 -5 -2 17 -17 -19 20 22 -21 23 -18 -22 26 -24 -28 29 -29
right_child=1 2 3 6 -6 -7 12 11 9 -11 -12 -13 -14 -15 -16 16 19 18 -20 21 24 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=92.603512456725781 -72782.312414112865 19975.653294244137 -43280.094948326776 16773.972656827922 -33698.285832559814 -173423.92396820776 36893.650381327716 -73195.795545391578 398172.63089409727 42680.642385537991 -124263.51465799914 -14098.454354821748 -16096.704559985963 -20641.098687966442 -25043.594815718701 7030.1943933631374 -140745.52615792412 -60817.442426908157 -16629.370986822745 -75807.148277778426 244698.76608575994 -5031.3224107350925 -6627.8145603160438 139432.18017640244 71814.962840883425 -64398.279566816847 5184.8127709465225 -71369.772961309529 -201557.55429036461 167070.30463975295
leaf_weight=3956282 892 18351 635 4338 2182 389 6855 1682 90 2329 383 7744 3247 1565 4271 6035 140 4563 8359 2204 330 19274 17221 689 735 1056 985 105 60 813
leaf_count=3956282 892 18351 635 4338 2182 389 6855 1682 90 2329 383 7744 3247 1565 4271 6035 140 4563 8359 2204 330 19274 17221 689 735 1056 985 105 60 813
internal_value=0 -3117.42 3470 -3145.18 14271.8 -92719.5 -323.252 -8582.98 4684.09 55906.9 -9095.71 -24643.9 14428.4 26199.8 -3972.09 -8729.1 -7815.94 -19733.5 -32233 -2635.7 6736.46 -12294.1 739.007 92116.3 125385 -3003.67 375.851 61817.6 118856 139798
internal_weight=0 117522 54061 33528 20533 1024 32504 20837 11411 2419 8992 9426 11667 8420 8609 63461 62569 18957 12922 43612 22134 21478 21069 829 1065 20240 19184 1963 978 918
internal_count=4073804 117522 54061 33528 20533 1024 32504 20837 11411 2419 8992 9426 11667 8420 8609 63461 62569 18957 12922 43612 22134 21478 21069 829 1065 20240 19184 1963 978 918
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 1 4 1 4 0 7 0 0 1 1 0 6 1 6 0 0 1 0 1 1 4 4 7
split_gain=1.13979e+14 5.72517e+14 7.77272e+14 1.19981e+15 6.75022e+14 6.30736e+14 1.0531e+15 9.67343e+14 7.20704e+14 6.30693e+14 5.61433e+14 5.4224e+14 5.20584e+14 5.12344e+14 2.10409e+15 2.32638e+15 1.60919e+15 9.17935e+14 9.30446e+14 9.41153e+14 1.31729e+15 9.04978e+14 9.5753e+14 9.83852e+14 8.58828e+14 2.6485e+15 1.2252e+15 8.47989e+14 7.85811e+14 8.29474e+14
threshold=30.277905650000005 30.345769800000003 59.882709350000006 59.864072000000007 5.5000000000000009 59.963561900000009 59.982409200000006 30.330566300000005 7.5000000000000009 30.330566300000005 8.5000000000000018 60.753246850000004 6.0000000000000009 59.939085000000013 59.982409200000006 30.226173900000003 30.157841000000001 59.848366150000011 47.805000000000007 30.205407000000005 84.810000000000016 59.882709350000006 59.848366150000011 30.084656550000002 59.950512650000007 30.260128500000004 30.260128500000004 19.500000000000004 7.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -4 7 8 -7 -6 -9 13 -12 16 24 27 21 -18 -19 20 -20 22 -1 -24 26 -26 -15 -16 -27 -30
right_child=1 -3 5 4 9 6 -8 10 -10 -11 12 -13 -14 14 15 -17 17 18 19 -21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-2085.5468791024632 17937.637216635423 -82.785866145379316 -5369.5658753563148 15622.878591448223 112727.67615045005 24311.656435525943 6262.7151504169542 -154554.03649734796 132589.31308928394 299846.46900452487 182317.95897346371 -104067.71927782647 1608.5945724707233 43433.076015144958 6724.5074034054824 -21943.599710581002 -3162.1152493163031 -13662.040771341759 -74778.617465337127 -36829.95034359624 -230869.55569540896 -79713.617810919823 -10947.502718512129 58697.921307898447 8640.4890693153993 372660.74749802216 -69068.688869510297 47409.180557568259 195610.91712681088 65880.749659524357
leaf_weight=49581 16836 3834081 38991 577 974 933 28594 204 1802 221 179 526 1457 4478 15444 30168 8943 6398 3264 5652 648 1343 3165 5648 2615 158 1235 7666 1173 850
leaf_count=49581 16836 3834081 38991 577 974 933 28594 204 1802 221 179 526 1457 4478 15444 30168 8943 6398 3264 5652 648 1343 3165 5648 2615 158 1235 7666 1173 850
internal_value=0 103.045 7952.64 26175.6 104445 3253.46 13390 57936.2 95652.2 147333 1874.79 -2715.16 21380.6 -2355.99 4411.82 -3654.46 -7456.28 -28810.8 -43180.9 -62928 -100634 1446.64 3313.24 33686.3 45305.8 76506.6 19113.2 20220.3 157877 141102
internal_weight=0 3.92485e+06 90768 18608 1772 72160 33169 4575 2735 1195 1840 148955 1636 148429 63787 53278 84642 24905 15962 9564 3912 59737 58394 8813 10509 4796 5713 23110 2181 2023
internal_count=4073804 3924849 90768 18608 1772 72160 33169 4575 2735 1195 1840 148955 1636 148429 63787 53278 84642 24905 15962 9564 3912 59737 58394 8813 10509 4796 5713 23110 2181 2023
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 5 6 0 6 0 6 0 0 1 6 1 1 7 6 6 4 7 1 4 0 0 1 0 0
split_gain=1.19245e+14 4.94877e+14 6.36093e+14 4.85931e+14 4.26258e+14 7.31085e+14 4.31458e+14 4.38565e+14 4.20105e+14 7.06499e+14 1.22738e+15 5.39929e+14 6.06456e+14 1.03216e+15 5.61919e+14 5.17345e+14 4.78537e+14 4.73024e+14 4.43404e+14 4.05123e+14 4.22908e+14 4.66504e+14 5.85208e+14 1.29945e+15 9.9053e+14 4.90886e+14 4.50108e+14 3.94455e+14 4.00864e+14 3.92634e+14
threshold=37.131181300000009 30.452677500000004 51.307150200000002 60.753246850000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 80.720000000000013 60.002985000000002 114.05000000000001 60.034792100000011 64.015000000000015 59.882709350000006 59.91832440000001 30.389265100000003 93.050000000000011 30.084656550000002 30.084656550000002 6.0000000000000009 71.030000000000015 43.605000000000011 5.5000000000000009 6.0000000000000009 30.624707450000006 4.5000000000000009 59.91832440000001 59.825842200000004 20.507515800000004 59.838047850000002 60.753246850000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 11 -10 -11 16 14 18 27 -16 -1 -15 -14 20 -4 22 -22 24 -24 26 -23 -13 -29 -2
right_child=29 2 19 -5 5 -7 -8 -9 9 10 -12 12 13 17 15 -17 -18 -19 -20 -21 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-7197.9432194108904 95.696078972089367 7019.3769039839935 -13462.905316195625 -94730.624693862323 1112.3313551086874 2622.351378196056 -13845.063117137426 -126571.47079537594 20299.450349806932 204097.09606081495 -104144.56724592441 40332.999984764763 -104221.39148923702 -194761.08073012409 41394.133091216565 212750.61370641715 19241.917815756486 -6457.6094199093659 123249.10553385418 -22974.524999908692 5809.7110597814253 -10110.201003878414 88157.266311141313 30882.104448488928 508879.78669724776 -26733.477712712211 17027.972737709511 -29606.814253822045 37639.122496128082 10246.018844117934
leaf_weight=9391 3521457 30451 51853 533 36561 199709 54367 271 8481 510 173 1814 1791 136 764 229 25253 6987 90 17964 22164 18474 115 1222 109 10278 9133 3846 1152 38526
leaf_count=9391 3521457 30451 51853 533 36561 199709 54367 271 8481 510 173 1814 1791 136 764 229 25253 6987 90 17964 22164 18474 115 1222 109 10278 9133 3846 1152 38526
internal_value=0 -1424.09 -6002.45 679.568 824.234 -765.329 -8183.72 172.868 8452.73 28179 126021 4939.4 -9766.99 -27451.7 10634.4 80911.4 12074.8 -10052.9 -93337.6 -9022.19 -6810.95 -1201.98 9831.02 71468.8 292884 -8077.76 -1132.3 389.977 -14107.2 205.542
internal_weight=0 513821 161763 352058 351525 290908 91199 36832 60617 9164 683 51453 16809 9004 7805 993 34644 7123 1881 131312 113348 61495 23610 1446 224 37885 27607 6812 4998 3.55998e+06
internal_count=4073804 513821 161763 352058 351525 290908 91199 36832 60617 9164 683 51453 16809 9004 7805 993 34644 7123 1881 131312 113348 61495 23610 1446 224 37885 27607 6812 4998 3559983
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 0 7 6 0 1 4 0 1 0 4 0 6 0 1 1 6 6 0 0 6 1 1 1
split_gain=1.16399e+14 1.89332e+15 1.63568e+15 1.28127e+15 1.02964e+15 1.49914e+15 1.22154e+15 1.01826e+15 9.33532e+14 9.30882e+14 9.16547e+14 9.04293e+14 9.01221e+14 9.24283e+14 8.82919e+14 8.55902e+14 8.48711e+14 8.41019e+14 1.00554e+15 8.15935e+14 1.5676e+15 1.15228e+15 9.19872e+14 8.02203e+14 7.86701e+14 7.3858e+14 1.07126e+15 6.96818e+14 1.07485e+15 9.64512e+14
threshold=50.298521650000005 49.030112300000006 47.899251850000006 55.90712030000001 56.240615550000008 60.307188350000011 54.188398350000007 56.83050475000001 6.0000000000000009 116.05000000000001 53.175387700000009 56.805602900000004 17.500000000000004 55.812023600000011 60.66055595000001 56.858606850000008 19.500000000000004 56.818587550000011 66.50500000000001 53.244414800000008 49.195555600000006 50.136929700000003 78.010000000000005 96.050000000000011 55.768246800000007 54.762682300000009 76.00500000000001 65.493200550000012 65.574968200000015 61.438154000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 9 10 24 -3 -6 -10 -14 15 17 -15 -7 -19 21 -21 22 -12 -13 -2 26 -8 29 -29 -16
right_child=3 8 -4 4 5 14 25 -9 12 -11 19 23 13 16 27 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-16.840600461454112 -11386.303573820682 -20302.896874505539 -22871.081491115168 -20981.6453192544 5553.6050369462155 5772.7982472007752 23183.033141001244 1304.0662070819133 12877.249251874746 -132048.94582165705 58071.965858909301 -20898.353147803296 -20497.301576767422 -29603.51118938766 -1650.0172892900098 -4187.4637499300388 95356.921024049094 14855.146795639606 52114.443003373744 24664.835933270482 -777.3590542464093 23092.91635596336 174187.94881175322 -128463.11045164629 -37653.424650775007 8411.9245850814768 85526.529509851258 14863.831854270335 -260.2418707874121 -18833.006520028532
leaf_weight=2274960 73879 6948 31753 9313 15224 51613 19913 51908 23198 690 3457 45774 22881 895 111738 37723 1384 24434 10295 53723 44094 17034 850 704 13483 32393 3199 49320 994861 46163
leaf_count=2274960 73879 6948 31753 9313 15224 51613 19913 51908 23198 690 3457 45774 22881 895 111738 37723 1384 24434 10295 53723 44094 17034 850 704 13483 32393 3199 49320 994861 46163
internal_value=0 428.255 -331.44 -667.185 213.219 -362.138 12532.5 -9805.03 10472.7 -16354 15002.5 -15599 -1339.87 -14448.3 346.793 8378.48 46282.9 13868.6 25900.2 17061.1 13196 34777.2 80987.8 -22527.6 -15440.2 18155.7 31812.2 -482.145 454.116 -6673.53
internal_weight=0 2.48118e+06 2.30671e+06 1.59263e+06 1.45267e+06 1.38785e+06 64818 139960 174464 88052 126106 61702 48358 25160 1.32615e+06 124065 2279 86342 34729 119158 97817 21341 4307 46478 87362 55505 23112 1.20208e+06 1.04418e+06 157901
internal_count=4073804 2481177 2306713 1592627 1452667 1387849 64818 139960 174464 88052 126106 61702 48358 25160 1326147 124065 2279 86342 34729 119158 97817 21341 4307 46478 87362 55505 23112 1202082 1044181 157901
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=4 3 4 4 2 1 6 1 4 0 1 0 1 4 4 0 2 0 0 1 0 6 0 7 7 1 0 0 3 0
split_gain=1.30229e+14 4.37546e+14 8.06052e+14 4.69272e+14 9.26131e+14 5.93287e+14 4.36817e+14 4.28667e+14 5.63169e+14 5.16963e+14 1.95189e+15 1.02134e+15 1.52686e+15 9.35522e+14 1.10317e+15 7.94047e+14 1.67899e+15 1.1159e+15 1.48705e+15 1.02984e+15 5.81896e+14 5.00423e+14 4.92421e+14 6.25931e+14 4.39255e+14 5.91977e+14 1.07677e+15 7.58558e+14 4.82979e+14 4.51608e+14
threshold=10.500000000000002 8.5000000000000018 8.5000000000000018 9.5000000000000018 5261.5000000000009 83.050033500000012 15.450000000000001 37.873748150000004 12.500000000000002 55.710673100000008 37.978059650000013 55.696737300000009 37.957884500000006 24.500000000000004 14.500000000000002 55.579943700000008 1250.5000000000002 55.214863500000007 55.193450100000007 37.957884500000006 54.86311005000001 31.705000000000002 55.82518790000001 6.0000000000000009 6.0000000000000009 37.858952300000006 55.768246800000007 55.649510000000014 1.5000000000000002 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 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 -2 24 -9 11 22 15 -13 14 -14 16 17 18 20 -17 -10 -18 -11 -24 25 28 27 -27 -8 -26
right_child=6 2 -4 4 5 -7 7 8 9 10 -12 12 13 -15 -16 19 21 -19 -20 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=72.16501374559779 60192.025043554866 -132255.04603942978 -3711.0078741761304 10057.194248298483 12.89829144169196 22823.593871079865 -15757.35955670504 -9915.6658498046309 258500.11986500514 -22371.457661630426 -2697.1610444431681 6494.1898784014957 178266.77604602225 165329.03493331684 24437.609155146725 11263.597636432529 -16662.992716178076 27398.724647260675 371919.04424882634 -42715.257013855589 61921.16497000138 352.07473357677657 -34608.272720582252 -93943.155430008817 630.52964124189282 -33971.456739921727 -11455.084385387832 100522.71178812423 4196.9195763790622 -8496.8980621825085
leaf_weight=1830206 1176 489 202095 151523 351902 11784 12665 85037 173 9857 256969 10819 568 946 2601 5595 17919 4257 213 9597 1162 488557 4901 2790 248082 506 2523 2449 287078 69365
leaf_count=1830206 1176 489 202095 151523 351902 11784 12665 85037 173 9857 256969 10819 568 946 2601 5595 17919 4257 213 9597 1162 488557 4901 2790 248082 506 2523 2449 287078 69365
internal_value=0 437.526 -4021.29 822.654 3488.66 752.001 -730.641 -777.633 -2170.83 -1364.64 -4900.68 424.983 26214 78060.5 52009.4 -305.165 362.989 53837.7 126545 -22835.6 87395.4 -249.914 -37168.5 -56132.7 1240.47 3949.16 36526 77492.6 3353.79 -1363.89
internal_weight=0 2.548e+06 202584 2.34542e+06 515209 363686 1.5258e+06 1.52463e+06 901961 816924 274517 542407 14934 4115 3169 527473 512281 5805 1548 15192 1335 506476 17548 7691 622668 305221 5478 2955 299743 317447
internal_count=4073804 2547999 202584 2345415 515209 363686 1525805 1524629 901961 816924 274517 542407 14934 4115 3169 527473 512281 5805 1548 15192 1335 506476 17548 7691 622668 305221 5478 2955 299743 317447
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=6 5 1 4 1 4 2 1 4 1 4 6 1 0 1 0 1 4 7 4 6 4 0 1 1 1 0 6 6 4
split_gain=1.21648e+14 5.07891e+14 2.16026e+14 2.07027e+14 1.75577e+14 1.67733e+14 1.61541e+14 1.40423e+14 1.36003e+14 3.88449e+14 8.92312e+14 4.94575e+14 4.39243e+14 4.71285e+14 5.16644e+14 5.33089e+14 4.50426e+14 5.07172e+14 7.74841e+14 4.225e+14 4.2104e+14 3.96341e+14 4.06453e+14 3.76013e+14 3.70501e+14 5.20258e+14 1.53297e+15 4.82238e+14 4.77249e+14 7.34328e+14
threshold=19.050000000000004 1.5000000000000002 30.438492500000006 5.5000000000000009 30.260128500000004 6.5000000000000009 75.000000000000014 63.728898350000001 15.500000000000002 30.303340300000002 21.500000000000004 68.00500000000001 30.226173900000003 59.950512650000007 30.157841000000001 59.856552950000008 30.242318500000007 24.500000000000004 6.0000000000000009 23.500000000000004 80.030000000000015 23.500000000000004 60.028671700000011 103.8879505 37.682335600000009 37.631035900000008 55.660117850000006 65.00500000000001 64.805000000000021 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 4 -4 -3 -6 -1 -8 -2 10 11 -10 13 14 15 -12 -14 18 -18 -15 -16 -20 -23 24 25 -11 -27 -26 -28 -30
right_child=8 2 3 -5 5 -7 7 -9 9 23 12 -13 16 19 20 -17 17 -19 21 -21 -22 22 -24 -25 27 26 28 -29 29 -31
leaf_value=-65343.867720886221 405.0306582309002 3720.9386809587481 210.640961554005 46789.117606788692 397323.34078525641 79758.592318830822 -5288.6593795406698 -24243.346662332409 -14627.105045051318 1491.3454466796225 -34575.827599858603 -47128.56857759448 -45221.774907256222 83458.090612107975 -25223.195198609494 46535.409349022448 -19050.058088830254 -14562.583389938976 -5144.0872119675596 22617.111847579647 -162075.52332337623 137775.7469661801 32590.24372226416 33419.344839544974 -219.29409741817977 -49339.304302564844 24164.765253313464 -5781.4744724282282 100067.75127965088 -6852.6875669479377
leaf_weight=623 2896303 43 2202 1684 39 29 9091 6856 22288 289271 1200 5927 2634 1488 1899 2495 1712 7314 502 4900 255 950 599 3264 583560 2523 8306 212682 2269 896
leaf_count=623 2896303 43 2202 1684 39 29 9091 6856 22288 289271 1200 5927 2634 1488 1899 2495 1712 7314 502 4900 255 950 599 3264 583560 2523 8306 212682 2269 896
internal_value=0 -7671.29 24324.6 20395.4 161879 261891 -15389.3 -13437.7 38.9258 -877.592 -9145.66 -21454.5 4238.62 18010.6 -2498.42 20193.5 -8052.83 785.569 30617.2 36789.2 -41424.4 72075.2 97100.4 -471.503 -572.112 2402.34 21233.6 -1704.99 36755.8 69799
internal_weight=0 20567 3997 3886 111 68 16570 15947 4.05324e+06 1.15693e+06 54163 28215 25948 12237 5849 3695 13711 11077 3763 6388 2154 2051 1549 1.10277e+06 1.09951e+06 303265 13994 796242 11471 3165
internal_count=4073804 20567 3997 3886 111 68 16570 15947 4053237 1156934 54163 28215 25948 12237 5849 3695 13711 11077 3763 6388 2154 2051 1549 1102771 1099507 303265 13994 796242 11471 3165
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=2 1 3 0 0 2 1 0 0 4 5 0 7 7 1 0 1 1 0 6 1 0 1 4 0 6 4 4 0 0
split_gain=1.2681e+14 5.20789e+14 5.49888e+14 4.98275e+14 4.49825e+14 3.89682e+14 1.27146e+15 1.07491e+15 9.44271e+14 7.28205e+14 7.203e+14 6.69672e+14 1.37212e+15 1.22294e+15 1.39031e+15 1.11509e+15 1.10407e+15 1.00956e+15 1.07504e+15 9.46797e+14 8.30037e+14 7.55975e+14 1.40168e+15 7.29297e+14 9.76462e+14 7.18225e+14 5.82561e+14 5.22062e+14 6.03265e+14 5.98609e+14
threshold=75.000000000000014 37.804148700000006 5.5000000000000009 55.390026600000006 55.883833400000007 451.00000000000006 38.782330450000011 56.342669500000007 55.579943700000008 14.500000000000002 1.5000000000000002 55.348830750000012 6.0000000000000009 6.0000000000000009 36.593086150000012 55.759969450000007 38.109452700000006 37.768783500000005 55.972700350000004 80.030000000000015 38.011626600000007 56.288960650000007 38.166910000000009 18.500000000000004 55.743464250000009 78.605000000000004 6.5000000000000009 9.5000000000000018 55.850146250000009 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -8 -2 12 20 14 -13 23 -14 18 -17 27 25 -19 -23 -16 -25 -12 -24 28 -15 -29
right_child=5 -3 4 -5 -6 -7 8 -9 -10 -11 11 13 16 19 15 17 -18 21 -20 -21 -22 22 26 24 -26 -27 -28 29 -30 -31
leaf_value=-126521.70563971867 -91.874334951313799 -19361.961741150175 3775.8475640972388 -6151.2622000669107 -21005.067344064315 -187.91963897259336 -3551.2373609659985 -27699.24031995422 -44233.267229012847 248386.9152276401 -27109.685039188156 -46948.345764052676 -13129.195105442079 1728.8132234107741 31125.568747654728 33693.85826585719 189717.86848672511 -5155.996461665587 -4407.1216006315726 -38524.577022935511 4560.0383255350589 11412.641256743926 67586.608452506873 -13257.312378298533 114271.02531947916 -121343.27051155601 240910.09010383408 6335.0106355564812 -59412.634752236067 158328.11489879858
leaf_weight=345 142648 16331 158475 107633 7680 3396489 10454 10081 9497 116 7983 3471 476 3998 54690 23946 615 39566 10721 6410 10858 3249 361 6859 658 900 419 35908 2706 261
leaf_count=345 142648 16331 158475 107633 7680 3396489 10454 10081 9497 116 7983 3471 476 3998 54690 23946 615 39566 10721 6410 10858 3249 361 6859 658 900 419 35908 2706 261
internal_value=0 -2013.57 -980.073 -6535.86 2630.43 154.591 3161.78 4502.74 -21348.2 -786.353 5412.82 9081.19 -7953.42 10917.7 15572.9 17117.8 101216 9174.34 21910.9 -2678.41 -13986.8 -953.834 40312.7 27111.4 -2094.13 -36657.2 160692 2681 -22950.3 7431.81
internal_weight=0 290464 274133 107978 166155 3.78334e+06 386851 366784 20067 10570 356703 214055 20832 193223 143940 140469 1091 78262 34667 49283 19741 43595 4029 62207 7517 8883 780 42873 6704 36169
internal_count=4073804 290464 274133 107978 166155 3783340 386851 366784 20067 10570 356703 214055 20832 193223 143940 140469 1091 78262 34667 49283 19741 43595 4029 62207 7517 8883 780 42873 6704 36169
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=0 0 0 1 4 0 1 6 6 1 0 1 0 1 0 4 1 1 0 1 0 4 1 6 1 1 1 0 0 6
split_gain=1.16514e+14 9.78549e+14 1.15238e+15 1.21375e+15 1.12021e+15 1.04344e+15 5.8087e+14 5.75832e+14 5.69284e+14 5.34073e+14 5.28587e+14 5.16756e+14 7.55368e+14 4.94547e+14 4.98026e+14 4.94398e+14 6.646e+14 8.7527e+14 4.92883e+14 4.85955e+14 4.78096e+14 4.59679e+14 4.52911e+14 4.37171e+14 6.37379e+14 4.31976e+14 6.67473e+14 4.3063e+14 4.78536e+14 4.58703e+14
threshold=45.085557650000005 47.139841100000005 47.267650700000011 39.366401150000009 18.500000000000004 51.567244500000008 39.712886600000012 68.00500000000001 56.010000000000012 39.689978950000004 47.207933300000008 36.865631950000008 47.319699650000011 44.064675150000006 50.556058150000005 3.5000000000000004 39.625203600000013 39.652459050000012 47.207933300000008 38.247071200000008 47.234875100000004 15.500000000000002 56.805602900000004 69.015000000000015 39.105193450000009 39.763755750000009 39.723160900000003 45.015054600000006 44.685196900000008 65.00500000000001
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=27 6 3 -3 8 7 15 11 -5 -10 -11 -4 21 -14 -15 19 23 -18 -6 -2 -12 -13 -16 -17 -25 26 -20 28 -1 -30
right_child=1 2 5 4 18 -7 -8 -9 9 10 20 12 13 14 22 16 17 -19 25 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2271.8601953221532 -27804.260353178135 -41846.64929237766 10447.494767947515 13607.795859724247 -35742.850996704241 137.43998956019774 -25861.983915266508 -23585.012183282095 14063.664433712498 -48682.476104346744 68309.695349454705 6532.4059304219991 -24762.412002430825 12840.684801816869 1571.1136844639268 -7114.4347079756626 290287.26266904239 -22748.34375962854 1332.8797934947534 20120.648264695526 29068.476884188069 -19152.749407934469 -49667.864957067388 -37135.237226938349 60623.042796260073 -25081.950473450575 59487.364337043735 4648.6362079401079 -3148.8426754725692 -19411.072955421285
leaf_weight=159623 2601 4200 16198 46112 4203 3234616 17875 22569 8725 564 6760 32093 31713 8731 3584 72459 171 187 15297 11342 5742 8900 3326 8896 721 4776 2266 226896 91242 21416
leaf_count=159623 2601 4200 16198 46112 4203 3234616 17875 22569 8725 564 6760 32093 31713 8731 3584 72459 171 187 15297 11342 5742 8900 3326 8896 721 4776 2266 226896 91242 21416
internal_value=0 -199.849 100.791 10754 13093.2 -211.812 -9305.39 -9099.07 19902.2 33221.7 46014.7 -5971.87 -8982.28 -17585.5 -3033.85 -6234.64 -9180.26 126774 -4326.39 11180.5 50286.7 955.896 -23091.8 -9773.27 -29806.2 1584.5 8836.04 1431.12 -1250.08 -6240.25
internal_weight=0 3.57463e+06 3.46038e+06 98645 94445 3.36173e+06 114252 127114 67903 21791 13066 104545 88347 47354 15641 96377 82434 358 26542 13943 12502 40993 6910 82076 9617 22339 17563 499177 272281 112658
internal_count=4073804 3574627 3460375 98645 94445 3361730 114252 127114 67903 21791 13066 104545 88347 47354 15641 96377 82434 358 26542 13943 12502 40993 6910 82076 9617 22339 17563 499177 272281 112658
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=4 7 6 5 1 0 1 2 0 4 3 4 2 1 1 1 5 6 1 2 6 6 0 4 1 1 1 1 4 2
split_gain=1.05913e+14 3.62691e+14 9.87415e+14 6.74009e+14 6.35166e+14 1.08214e+15 6.11348e+14 5.60711e+14 4.9526e+14 4.71933e+14 5.71264e+14 6.48067e+14 5.17751e+14 4.60775e+14 5.88977e+14 9.95363e+14 5.6952e+14 7.6679e+14 6.96859e+14 7.71583e+14 6.46845e+14 6.49331e+14 5.55356e+14 5.51092e+14 4.9953e+14 8.44997e+14 4.98237e+14 1.15818e+15 9.2673e+14 4.74353e+14
threshold=15.500000000000002 6.0000000000000009 39.355000000000011 1.5000000000000002 20.507515800000004 54.707511300000007 83.025426800000005 2691.5000000000005 63.565651350000003 14.500000000000002 8.5000000000000018 8.5000000000000018 75.000000000000014 83.011163250000024 37.780517050000007 37.768783500000005 1.5000000000000002 48.410000000000004 30.315889700000003 75.000000000000014 46.420000000000009 108.05000000000001 43.550475500000012 9.5000000000000018 20.507515800000004 30.242318500000007 37.740454950000007 37.71815560000001 10.500000000000002 2421.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 13 10 -6 -12 -11 14 15 16 17 -4 23 -20 -18 26 -16 -19 -23 -26 27 -22 -29 -24
right_child=-2 2 6 7 9 -7 -8 -9 -10 12 11 -13 -14 -15 22 -17 20 18 19 -21 21 24 29 -25 25 -27 -28 28 -30 -31
leaf_value=-44115.026935259135 -808.75504529733871 -6053.1194847564857 4698.0769202242691 82025.116425705681 23.367820504596832 50765.122341882568 27033.931052898908 4633.0682533826957 65454.600481750473 57150.56713667461 -121118.86889031768 -5153.0677469933889 8555.0060296843621 -5326.5026711516484 -10858.56962257807 -98424.226641545829 43957.785998358137 127391.79175900988 140744.22330554499 -8198.9076543196607 -6792.7770925852856 -84297.836138731058 27660.584498225275 21836.866655138696 186776.57036087394 29882.295889830901 45427.626381391681 -141000.27975273234 26316.120360673245 7756.9434986571669
leaf_weight=1542 1158698 133916 23356 1583 2082158 5453 12049 2291 1316 2418 483 212308 23503 47093 15346 1038 2698 1413 410 2293 74812 264 12580 761 430 1702 1746 1143 466 248535
leaf_count=1542 1158698 133916 23356 1583 2082158 5453 12049 2291 1316 2418 483 212308 23503 47093 15346 1038 2698 1413 410 2293 74812 264 12580 761 430 1702 1746 1143 466 248535
internal_value=0 321.464 2542.28 -4863.56 -238.771 29849.4 4812.71 36257.1 4200.59 -329.456 -481.005 -5416.29 13088.2 4015.74 5146.75 -952.228 -44.7716 12228.8 48293.5 14393.3 -4206.62 -5819.62 7629.31 90442.7 45458.7 61526.1 -7391.41 -8598.18 -92542 8715.86
internal_weight=0 2.91511e+06 587241 137790 2.32786e+06 6995 449451 3874 437402 2.32087e+06 2.29495e+06 212791 25921 436086 388993 112532 111494 28233 4877 2703 83261 80563 276461 2174 2396 2132 78167 76421 1609 261115
internal_count=4073804 2915106 587241 137790 2327865 6995 449451 3874 437402 2320870 2294949 212791 25921 436086 388993 112532 111494 28233 4877 2703 83261 80563 276461 2174 2396 2132 78167 76421 1609 261115
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=6 3 1 1 0 0 0 2 5 2 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 4 4 4
split_gain=1.13162e+14 3.56357e+14 3.13489e+14 6.70487e+14 4.61476e+14 3.71299e+14 9.3581e+14 3.99189e+14 5.32408e+14 7.48309e+14 4.05028e+14 3.738e+14 4.79797e+14 3.26346e+14 3.25003e+14 5.22944e+14 3.23509e+14 5.37698e+14 4.73014e+14 6.44371e+14 4.66558e+14 8.55864e+14 5.60773e+14 5.42374e+14 5.20781e+14 4.76307e+14 7.42944e+14 9.80875e+14 4.47452e+14 3.32179e+14
threshold=100.05000000000001 5.5000000000000009 39.008519500000006 39.038055050000004 60.01610465000001 56.888401950000009 56.818587550000011 2882.5000000000005 2.5000000000000004 2343.5000000000005 56.324067350000007 57.14107305000001 57.174562350000009 45.055912800000009 39.908802000000009 57.978821400000008 47.207933300000008 47.234875100000004 49.095306150000006 49.147669400000005 55.046782850000007 55.013931500000005 53.310923100000004 82.941727000000014 50.136929700000003 55.055052800000006 55.161746650000005 8.5000000000000018 20.500000000000004 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 4 13 -3 6 7 8 9 -5 -11 -7 -13 -4 -14 -16 -9 -18 -19 -20 21 22 24 29 -21 28 27 -27 -22 -23
right_child=1 2 3 5 -6 11 -8 16 -10 10 -12 12 14 -15 15 -17 17 18 19 20 25 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=90.837643939507188 -8140.411425136298 17102.531136935297 -38538.642516993728 399132.55373883928 -37712.564677383569 -64258.086164910615 67429.326786830017 -37669.227932811031 14285.963673141172 31050.670408887989 410266.16935483873 41633.218956127232 58740.60590839386 -154851.3399858411 -140376.37855117038 -6564.4666239512635 70036.753143949478 -55198.135181604259 77557.640496745458 157990.53676200262 -4174.5634053022659 150291.04806340981 -38558.84775063119 -4780.492279541867 7073.084366170805 371890.09930752846 -31275.466786272184 28574.415621583707 -119978.47990463891 57769.563972555989
leaf_weight=3956282 63461 18861 635 84 1672 1703 2128 3019 4242 308 31 1228 256 389 522 663 972 1782 983 289 542 629 2952 861 1095 88 4714 1532 868 1013
leaf_count=3956282 63461 18861 635 84 1672 1703 2128 3019 4242 308 31 1228 256 389 522 663 972 1782 983 289 542 629 2952 861 1095 88 4714 1532 868 1013
internal_value=0 -3057.98 2908.18 -3051.07 12638.9 -541.069 3672.33 -1545.13 24953.9 131936 65728.2 -27652.6 -4295.81 -82723.8 -43435.9 -65509.5 -7338.19 -2339.85 -6395.08 -808.093 -6090.51 12942.9 -13934.8 59503.6 38586.9 -22899.6 -11198.3 47223.7 -75463.8 93211.7
internal_weight=0 117522 54061 33528 20533 32504 28132 26004 4665 423 339 4372 2669 1024 1441 1185 21339 18320 17348 15566 14583 6839 4336 2503 1384 7744 6334 1620 1410 1642
internal_count=4073804 117522 54061 33528 20533 32504 28132 26004 4665 423 339 4372 2669 1024 1441 1185 21339 18320 17348 15566 14583 6839 4336 2503 1384 7744 6334 1620 1410 1642
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=0 0 0 1 6 0 6 6 0 0 1 1 4 1 0 1 4 1 1 0 7 6 0 0 1 4 7 6 1 6
split_gain=1.07791e+14 7.85304e+14 9.54777e+14 1.09499e+15 7.04338e+14 6.44052e+14 5.3153e+14 4.8947e+14 4.84091e+14 6.89413e+14 6.87743e+14 4.71476e+14 6.30858e+14 4.53419e+14 4.68304e+14 4.46224e+14 4.45563e+14 4.16574e+14 4.05959e+14 4.05873e+14 1.16666e+15 7.92537e+14 4.71925e+14 1.31155e+15 7.84808e+14 5.68077e+14 5.51025e+14 4.76582e+14 4.41596e+14 4.75859e+14
threshold=45.085557650000005 47.139841100000005 47.245981600000007 39.652459050000012 77.565000000000012 51.567244500000008 92.02500000000002 70.50500000000001 45.109778000000006 45.177967300000006 38.965413050000002 39.366401150000009 19.500000000000004 39.763755750000009 47.222459950000008 39.712886600000012 5.5000000000000009 39.703507450000011 39.718675700000013 51.707269950000004 6.0000000000000009 142.05000000000004 53.175387700000009 53.244414800000008 92.948588300000011 24.500000000000004 6.0000000000000009 142.05000000000004 45.71452080000001 52.610000000000007
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 6 3 11 13 7 15 -4 -8 10 -10 -3 -13 14 18 16 -2 -16 -5 20 -7 28 24 27 25 26 -21 -24 29 -22
right_child=1 2 5 4 -6 19 8 -9 9 -11 -12 12 -14 -15 17 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1376.5081439763708 4992.4966977004951 -36100.394591839431 -4262.7799987704993 28432.437742913597 53685.011140275215 -6387.253333002951 -99734.092675174281 -20518.421595340744 149858.71276407322 -76961.264728474984 -24005.455485908562 8854.8916695449625 -25391.347897160253 -1643.6256769787997 14130.576153988424 -21929.559909639931 -9495.2037245529591 45015.96840932854 -7975.8011634452632 -19185.099792458535 14704.694420523165 406592.7763671875 19456.102770101545 -2.4335935140835785 2884.3303308873014 -69896.044685159271 5860.7680768955188 169544.35116270542 -62166.504773286964 50319.202615133749
leaf_weight=499177 32482 3752 121569 5318 5694 17837 1174 21853 365 997 604 24695 6877 10618 7306 17360 61270 10856 7221 37674 7378 56 31411 3075006 43604 1843 11455 213 506 7633
leaf_count=499177 32482 3752 121569 5318 5694 17837 1174 21853 365 997 604 24695 6877 10618 7306 17360 61270 10856 7221 37674 7378 56 31411 3075006 43604 1843 11455 213 506 7633
internal_value=0 -192.222 77.1014 10716.7 20712.8 -182.23 -8349.27 -6739.63 -48923.3 -18581.5 41485.2 -2587.29 1395.39 16169.1 22329.6 -7202.66 -4475.69 32591.7 7465.54 108.524 11073.4 31072.4 -5.91313 205.935 -6964.71 -15390.1 -13345.4 20467 29717.2 32814.5
internal_weight=0 3.57463e+06 3.46038e+06 82337 47013 3.37804e+06 114252 143422 3140 1966 969 35324 31572 41319 30701 111112 93752 18162 12539 3.23462e+06 33410 15573 3.20121e+06 3.10663e+06 94576 50972 49129 31624 15517 15011
internal_count=4073804 3574627 3460375 82337 47013 3378038 114252 143422 3140 1966 969 35324 31572 41319 30701 111112 93752 18162 12539 3234616 33410 15573 3201206 3106630 94576 50972 49129 31624 15517 15011
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=3 4 0 1 6 2 4 1 1 4 6 0 0 0 4 1 1 4 3 1 0 0 6 0 1 6 6 0 6 0
split_gain=1.04229e+14 2.6212e+14 3.50619e+14 5.79175e+14 3.26658e+14 3.09942e+14 2.93861e+14 2.86381e+14 2.88767e+14 1.57105e+14 2.63714e+14 2.04637e+14 3.50352e+14 2.77982e+14 2.47334e+14 2.21033e+14 2.77428e+14 1.91816e+14 1.82688e+14 1.76966e+14 3.08386e+14 2.85832e+14 1.5731e+14 1.46997e+14 1.45889e+14 1.44349e+14 1.77866e+14 1.39396e+14 1.37156e+14 1.33085e+14
threshold=25.500000000000004 32.500000000000007 55.568628050000008 37.543519500000009 41.005000000000003 2343.5000000000005 34.500000000000007 37.374856000000008 37.318079750000003 29.500000000000004 138.05000000000004 55.768246800000007 56.83050475000001 56.818587550000011 31.500000000000004 37.729575300000008 37.534144550000008 30.500000000000004 21.500000000000004 60.571186450000006 56.782540950000005 55.840017500000009 89.00500000000001 55.633951400000008 37.768783500000005 36.005000000000003 82.905000000000015 55.660117850000006 75.010000000000005 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -3 8 -6 -1 11 15 13 19 -14 16 17 -11 -15 21 -21 -13 -18 -9 29 -19 -27 -25 -7 -17
right_child=-2 2 4 5 7 28 -8 23 -10 10 -12 12 14 18 -16 24 22 25 -20 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-9.9681362530987467 10623.199663283151 -36220.275197157556 10799.528067493726 182521.75061494432 -92.433733589127229 -38166.228999806182 180990.49041819852 -184405.4041170635 225870.63757352941 99884.980331530445 230866.95457386365 38152.404236813039 45835.058017077332 125158.94541807433 -50921.590845650666 100177.32102168025 -62271.130521906962 61799.070956750227 415194.24994212965 -71690.801375654803 36778.927901998657 136892.92609116735 77569.395875726754 127594.92346590909 10468.16850888453 -25804.547686271162 108457.40912441039 -32120.715376870139 132141.14342271962 -63239.572743803881
leaf_weight=4041682 9215 741 2667 303 169 131 68 63 85 195 55 1524 390 111 819 354 1245 278 27 346 1081 363 86 55 1606 1427 106 8480 74 58
leaf_count=4041682 9215 741 2667 303 169 131 68 63 85 195 55 1524 390 111 819 354 1245 278 27 346 1081 363 86 55 1606 1427 106 8480 74 58
internal_value=0 -24.0843 -14291.6 34586.9 -19880 118273 -17962.8 -29123.4 75525.1 21.1153 12495.5 11296.4 26617.3 42842.5 -19709.8 -2038.98 -17838 5648.61 181905 37051.7 10478.6 57147 -53235.6 -32214.9 24086.6 -4498.32 -16520.9 -31091.5 23310.6 77172
internal_weight=0 4.06459e+06 12836 1317 11519 508 809 8852 254 4.05175e+06 10071 10016 4661 3452 1209 5355 3337 2006 138 3314 1427 1887 1331 8598 2018 1811 1533 8535 205 412
internal_count=4073804 4064589 12836 1317 11519 508 809 8852 254 4051753 10071 10016 4661 3452 1209 5355 3337 2006 138 3314 1427 1887 1331 8598 2018 1811 1533 8535 205 412
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=2 6 3 0 1 1 0 1 6 0 1 0 0 1 6 7 0 1 1 0 0 6 0 6 7 1 3 4 0 1
split_gain=1.00924e+14 4.80529e+14 4.73175e+14 4.4289e+14 4.81581e+14 6.0604e+14 6.97516e+14 6.64512e+14 7.71274e+14 6.00004e+14 6.97478e+14 5.67076e+14 1.44473e+15 1.26783e+15 8.97873e+14 8.13082e+14 7.16979e+14 1.44047e+15 1.05526e+15 1.06548e+15 7.21857e+14 6.25586e+14 6.1955e+14 5.60612e+14 5.42331e+14 5.3405e+14 5.22057e+14 6.31604e+14 5.69167e+14 1.03025e+15
threshold=75.000000000000014 94.02500000000002 2.5000000000000004 55.876067900000002 37.442254400000003 37.768783500000005 55.579943700000008 37.586700500000006 73.41500000000002 55.60524465000001 37.563506350000004 55.801384500000005 55.737027400000009 37.425454150000007 65.410000000000011 6.0000000000000009 55.660117850000006 37.425454150000007 37.425454150000007 55.728148450000006 55.667390500000003 68.00500000000001 55.81943720000001 40.490000000000002 6.0000000000000009 37.563506350000004 17.500000000000004 26.500000000000004 55.768246800000007 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -6 8 26 10 -10 12 16 15 -14 -13 17 -4 19 -18 -20 -22 -15 -17 -21 -11 28 -28 29 -8
right_child=-2 -3 3 -5 5 -7 7 -9 9 25 -12 13 14 22 -16 23 18 -19 20 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-11917.135290959512 137.91341847330426 24679.787101770442 8381.2956146247288 -14820.746640277757 -10284.096276809805 -12099.653364060812 8766.4687117786525 2382.5087323662679 -35864.217767889961 79348.92164310909 339784.83028846158 -29709.394596826576 29294.807874207399 212508.71934767763 152313.7827173126 -35092.933303994003 -110369.57358483643 -56047.558825520195 -61305.995023505639 -59683.829474502607 24829.298029007667 203661.84998220671 17945.476409624469 -149961.01809672418 98886.671452648239 -18204.212129763939 73206.890521404508 750.26593960552009 -4444.8378000507582 63460.557787639933
leaf_weight=44285 3783340 6697 19507 20235 24828 23613 17349 81036 999 4147 52 3218 2288 183 801 635 2543 4221 860 439 1143 236 1549 1284 424 649 2898 2057 17991 4297
leaf_count=44285 3783340 6697 19507 20235 24828 23613 17349 81036 999 4147 52 3218 2288 183 801 635 2543 4221 860 439 1143 236 1549 1284 424 649 2898 2057 17991 4297
internal_value=0 -1796.34 -2421.19 -665.201 641.26 2832.55 5088.39 7991.36 17002.6 51152 -17278.3 -9382.61 -3859.13 -35485.8 61194.5 -60431.9 -10700.5 -3080.02 -42732 -77787.2 10594.4 55434.4 38502.7 -111951 18223.3 66147.9 12524.9 43127.5 8699.26 19623.9
internal_weight=0 290464 283767 239482 219247 179916 156303 131475 50439 5847 1051 39331 32462 6869 3089 5137 29373 23728 5645 3406 2239 1379 1732 1919 863 4796 44592 4955 39637 21646
internal_count=4073804 290464 283767 239482 219247 179916 156303 131475 50439 5847 1051 39331 32462 6869 3089 5137 29373 23728 5645 3406 2239 1379 1732 1919 863 4796 44592 4955 39637 21646
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=6 5 6 1 4 6 6 4 3 0 6 0 0 0 3 0 1 3 0 1 6 4 1 6 0 1 0 0 1 2
split_gain=1.02902e+14 3.95429e+14 4.77425e+14 4.88376e+14 3.46295e+14 6.7448e+14 3.81209e+14 3.2227e+14 9.56131e+14 7.80649e+14 8.23285e+14 8.41687e+14 7.12553e+14 1.7376e+15 6.31408e+14 6.00985e+14 5.93818e+14 5.1668e+14 4.90929e+14 5.32794e+14 4.90521e+14 3.94529e+14 4.08462e+14 5.46113e+14 5.39038e+14 4.7997e+14 3.99703e+14 3.84967e+14 6.55466e+14 5.66053e+14
threshold=99.050000000000011 1.5000000000000002 100.05000000000001 38.247071200000008 11.500000000000002 247.90000000000001 247.90000000000001 6.5000000000000009 3.5000000000000004 55.071632200000003 138.05000000000004 55.026775150000006 54.998919050000005 55.071632200000003 1.5000000000000002 55.111813300000001 37.331232350000008 5.5000000000000009 44.739668300000005 38.893394150000006 247.90000000000001 8.5000000000000018 39.008519500000006 128.05000000000004 60.01610465000001 39.038055050000004 44.601833250000006 59.91832440000001 37.290808600000013 2200.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 12 10 -10 20 16 -14 -9 17 -3 -11 -18 -20 -12 -16 23 24 26 -24 -23 28 29 -28
right_child=1 7 3 4 6 -7 -8 14 9 15 11 -13 13 -15 21 -17 18 -19 19 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=91.105207206351736 -241750.75023053281 56152.76173194938 -110570.15336240496 -152799.52737840221 156202.54330028887 53242.993227711093 -90506.310119485308 -41680.461885895507 -29379.468321124034 69540.51758969907 -77048.212722528187 -176321.94937160329 158699.08396448422 9079.884257977239 24657.576795425004 -10594.763313285406 10041.664322326618 443147.63039215683 -141086.81820832251 -31542.187960475407 91933.041218868981 137789.41241486379 -61105.645641052542 37799.382219738516 -46219.904640140965 -3174.1186966162709 -91925.177377092201 38290.780729693222 13236.770162631232 -12001.446354611578
leaf_weight=3944199 122 1021 560 279 238 369 85 3360 4754 135 1342 920 842 9933 7360 5875 2861 51 481 5771 197 234 1471 5659 2015 51509 1095 3234 13186 4646
leaf_count=3944199 122 1021 560 279 238 369 85 3360 4754 135 1342 920 842 9933 7360 5875 2861 51 481 5771 197 234 1471 5659 2015 51509 1095 3234 13186 4646
internal_value=0 -2772.56 -51369.7 -36198.9 6692.86 -35469.8 91279.2 -2144.73 -10456.8 -31447.2 -53677.3 -100652 2868.79 20771.7 885.402 -4991.87 -16166.5 171981 -24269 -39970 -55417.7 2467.34 500.787 9809.84 3320.99 -4782.6 7778.45 6405.65 957.535 -27245.6
internal_weight=0 129605 1653 1531 971 648 323 127952 34183 13274 7213 2459 20909 10775 93769 6061 10134 186 9113 6252 1539 90409 83049 30069 24410 52980 22395 22161 18927 5741
internal_count=4073804 129605 1653 1531 971 648 323 127952 34183 13274 7213 2459 20909 10775 93769 6061 10134 186 9113 6252 1539 90409 83049 30069 24410 52980 22395 22161 18927 5741
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=4 1 4 1 7 2 1 6 0 0 0 6 0 5 1 6 1 1 1 0 6 7 1 1 4 4 7 4 4 7
split_gain=9.91515e+13 3.11152e+14 3.48507e+14 5.28444e+14 1.06682e+15 1.29561e+15 5.20054e+14 4.7691e+14 4.71788e+14 4.5364e+14 4.33882e+14 4.09867e+14 3.95382e+14 6.09623e+14 5.57954e+14 6.20326e+14 4.38012e+14 3.91719e+14 8.09e+14 1.47698e+15 1.20828e+15 4.75462e+14 4.74781e+14 1.33064e+15 5.68256e+14 5.66814e+14 5.21819e+14 3.81147e+14 3.6184e+14 3.56879e+14
threshold=15.500000000000002 103.8879505 16.500000000000004 30.315889700000003 6.0000000000000009 3338.0000000000005 30.303340300000002 77.565000000000012 43.6005307 59.939085000000013 59.933037250000005 110.01500000000001 56.850115550000005 2.5000000000000004 30.452677500000004 78.010000000000005 30.425503950000003 30.157841000000001 30.205407000000005 59.990753350000013 80.030000000000015 6.0000000000000009 30.226173900000003 30.242318500000007 19.500000000000004 23.500000000000004 6.0000000000000009 18.500000000000004 22.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -2 -5 11 -6 -8 -4 -9 14 15 -14 -15 28 19 20 21 -19 24 -24 26 -26 -20 -13 -10 -25
right_child=1 -3 8 7 5 -7 10 12 17 -11 -12 27 13 16 -16 -17 -18 18 22 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=311.03378068436126 -5430.5901931046274 30011.471722695645 46509.512862682008 -1413.3290987121645 -152683.34938896797 -16074.883572522147 256865.24326859598 -9782.8742499395557 40262.54128482841 -32342.691607696688 14524.018724555473 49056.054514408686 -598470.81874999998 49208.35028831305 -66113.481968777065 -176418.11850468986 -39919.939791972138 -24419.518155524482 25005.425694396417 62699.272669235805 -188163.29923489285 -98895.999464789114 -50059.864063034918 2122.1803170262042 76426.499050391998 16360.432766537744 -56908.627465287027 -153576.31752368982 -15248.903036736701 -1882.4362610771882
leaf_weight=2915106 5282 3272 3364 188179 1471 2406 142 27131 4375 398 154 167 44 645 433 167 3799 4200 1645 1301 611 1077 5340 421406 2441 4408 1475 209 1605 471551
leaf_count=2915106 5282 3272 3364 188179 1471 2406 142 27131 4375 398 154 167 44 645 433 167 3799 4200 1645 1301 611 1077 5340 421406 2441 4408 1475 209 1605 471551
internal_value=0 -782.513 -869.717 -4351.05 -27008.9 -64595.5 1797.63 -3338.13 -3.30665 -127057 130782 35442 -14580.1 -40160.8 -131090 -264429 -26983.9 -147.175 -313.818 -33727.8 -55034.1 -39619.7 -49.3438 -290.199 21653.9 37768.1 -13720 -63577.4 25363.6 7.43016
internal_weight=0 1.1587e+06 1.15543e+06 230251 9853 4275 5578 220398 925175 1869 296 3740 32219 5088 644 211 4444 921435 915455 7189 5888 5277 908266 898297 9969 6849 3120 376 5980 892957
internal_count=4073804 1158698 1155426 230251 9853 4275 5578 220398 925175 1869 296 3740 32219 5088 644 211 4444 921435 915455 7189 5888 5277 908266 898297 9969 6849 3120 376 5980 892957
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=6 5 2 1 0 2 3 2 3 4 1 0 1 0 5 6 0 2 1 1 1 7 0 1 1 6 4 6 3 0
split_gain=9.80211e+13 4.10712e+14 1.79354e+14 2.22487e+14 2.51867e+14 1.79506e+14 1.22055e+14 1.21472e+14 1.18927e+14 1.15575e+14 1.12979e+14 1.24098e+14 1.16174e+14 1.046e+14 6.11363e+14 1.36672e+15 7.0151e+14 7.56921e+14 1.13733e+15 8.45404e+14 9.86107e+14 7.50053e+14 6.84235e+14 9.14469e+14 6.78687e+14 6.24361e+14 6.15339e+14 7.44112e+14 9.26694e+14 8.11055e+14
threshold=19.050000000000004 1.5000000000000002 2851.5000000000005 30.438492500000006 44.046956350000009 75.000000000000014 2.5000000000000004 75.000000000000014 1.5000000000000002 7.5000000000000009 65.493200550000012 43.687280500000007 82.991167100000027 55.676890650000011 1.5000000000000002 66.50500000000001 55.702806750000008 75.000000000000014 49.195555600000006 37.46219940000001 37.729575300000008 6.0000000000000009 55.721784200000009 37.425454150000007 37.924401400000008 75.010000000000005 8.5000000000000018 58.305000000000007 2.5000000000000004 59.825842200000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 6 -6 8 -1 -3 11 -9 -12 -2 15 -15 17 19 24 -16 25 -22 23 -18 -19 -21 -24 -28 -29 -30
right_child=13 2 -4 4 5 -7 -8 10 -10 -11 12 -13 -14 14 16 -17 22 18 -20 20 21 -23 26 -25 -26 -27 27 28 29 -31
leaf_value=-109981.94188140787 -398.46425910790322 301156.94995216839 2770.5509541127558 160761.32888281252 -31085.818359375 14153.208516389568 183554.75879085436 -49430.539986968281 -21015.993062826623 80449.849864130432 -31714.186429097306 -2391.3516617159326 -2528.6309979471835 3395.1135096468624 -145731.57834894455 -51268.536351278213 -74925.311379462379 31294.217267301385 -17661.285992470541 9702.1519758646082 -13056.702210458694 -107073.22678399508 2333.4272734466608 -11325.781566917844 89655.48223523474 87832.865753829916 -7248.8550417001243 -11841.316588337751 -958.00870779405511 10424.180879408084
leaf_weight=253 2345781 49 2203 150 35 1405 109 598 370 46 4330 9028 1991 655551 411 4606 2627 10769 4197 6121 3389 1132 362102 16218 2445 1228 238375 58232 257322 82731
leaf_count=253 2345781 49 2203 150 35 1405 109 598 370 46 4330 9028 1991 655551 411 4606 2627 10769 4197 6121 3389 1132 362102 16218 2445 1228 238375 58232 257322 82731
internal_value=0 -6886.13 21886.4 45360.3 37032.9 25051.5 131385 -13826.6 -57145 194288 -12134.3 -5313.59 -22521.3 34.9417 630.375 3013.72 -871.948 14279.4 27688.9 -4731.38 150.765 -36597.2 -1314.04 -20191.6 42092.9 22757.6 -957.85 -2829.77 -184.936 1811.15
internal_weight=0 20567 3997 1794 1699 1549 144 16570 623 95 15947 9626 6321 4.05324e+06 1.70746e+06 660157 1.0473e+06 29692 17411 12281 11870 4521 1.01761e+06 18845 13214 7349 998762 636660 398285 340053
internal_count=4073804 20567 3997 1794 1699 1549 144 16570 623 95 15947 9626 6321 4053237 1707456 660157 1047299 29692 17411 12281 11870 4521 1017607 18845 13214 7349 998762 636660 398285 340053
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 6 0 1 4 0 2 0 2 1 6 4 0 1 0 6 0 4 1 2 4 1 7 6 1
split_gain=1.12164e+14 1.49602e+15 8.63478e+14 8.48437e+14 5.79109e+14 5.42345e+14 6.5907e+14 4.86714e+14 7.92129e+14 7.83899e+14 5.56185e+14 8.62427e+14 6.71737e+14 7.35614e+14 5.56133e+14 5.483e+14 5.28552e+14 8.74545e+14 1.04712e+15 1.02586e+15 7.73012e+14 4.91551e+14 4.73335e+14 4.67058e+14 9.26454e+14 5.7524e+14 4.64479e+14 4.59678e+14 7.41729e+14 5.39263e+14
threshold=57.174562350000009 57.15297970000001 57.57007620000001 63.728898350000001 65.593879100000024 65.493200550000012 75.605000000000004 57.634352600000007 39.908802000000009 11.500000000000002 59.825842200000004 4137.5000000000009 58.08467765000001 5719.5000000000009 56.128886000000001 76.605000000000004 5.5000000000000009 59.699368850000006 30.370944000000005 57.670849000000011 73.995000000000019 57.60122925000001 2.5000000000000004 30.345769800000003 3338.0000000000005 17.500000000000004 30.472130500000002 6.0000000000000009 46.010000000000012 39.843340650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 9 21 11 16 13 14 -13 -15 17 19 -19 -9 23 -4 -12 24 25 -18 -25 28 -23 -30
right_child=2 4 7 -5 -6 6 -8 10 -10 -11 22 12 -14 15 -16 -17 20 18 -20 -21 -22 27 -24 26 -26 -27 -28 -29 29 -31
leaf_value=81.287580011063113 -33927.247975940896 5498.5970008508757 9499.0076300613255 -1514.9262518654518 -13814.656317337589 36136.092670650891 95594.470851424427 26975.180021903463 -17409.21299487224 -12588.622181060244 -27209.525439134864 -1659.3752492214412 -17424.109172600274 -4619.4054574886313 25476.782696241236 -77970.556917436727 -26475.226445900935 -16114.188474986269 50447.186072011849 -21949.711659496734 -51958.470156442454 22712.261436308454 1382.8158896631157 -43856.731310635078 68639.080398422186 41908.809262191906 -14276.905839487088 15336.269009655873 13050.909154839135 105206.89072930382
leaf_weight=3453770 15605 3375 6253 16739 2378 6903 2554 5302 6879 5192 5878 11357 13063 14879 22544 1094 5343 4091 5597 22360 6303 3137 386209 6477 1866 1598 29426 3558 787 3287
leaf_count=3453770 15605 3375 6253 16739 2378 6903 2554 5302 6879 5192 5878 11357 13063 14879 22544 1094 5343 4091 5597 22360 6303 3137 386209 6477 1866 1598 29426 3558 787 3287
internal_value=0 219.099 -1256.65 -17152.9 31512.3 39912.2 52193.7 -358.541 12242.8 21425.1 -1033.22 -6183.45 2762.45 8049.71 16386 -9643.27 -12555.2 -3516.56 22340 -12572.2 -19173 31799.9 954.172 -14551.1 6085.35 -10731.4 -19613.2 44748.9 59261.5 87404.5
internal_weight=0 3.46898e+06 604824 32344 15210 12832 9457 572480 29093 22214 543387 151300 62937 49874 33901 15973 88363 37350 9688 27662 51013 17022 392087 44710 8807 6941 35903 10769 7211 4074
internal_count=4073804 3468980 604824 32344 15210 12832 9457 572480 29093 22214 543387 151300 62937 49874 33901 15973 88363 37350 9688 27662 51013 17022 392087 44710 8807 6941 35903 10769 7211 4074
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 0 0 2 5 7 6 0 1 6 4 6 4 6 0 1 6 0 4 0 0 6 5 4 0 1
split_gain=1.01707e+14 7.0814e+14 6.50825e+14 5.36991e+14 5.68166e+14 4.09719e+14 4.73887e+14 4.08731e+14 4.24633e+14 4.2184e+14 5.23697e+14 4.07673e+14 4.04814e+14 4.03436e+14 3.92058e+14 3.90077e+14 3.91513e+14 3.90037e+14 7.76408e+14 5.81676e+14 4.82137e+14 3.80331e+14 3.59524e+14 7.13445e+14 5.36416e+14 3.55447e+14 6.25538e+14 5.3895e+14 3.95584e+14 3.69897e+14
threshold=36.555998300000006 30.624707450000006 48.179569850000007 5.5000000000000009 5.5000000000000009 63.565651350000003 61.686687400000004 3338.0000000000005 1.5000000000000002 6.0000000000000009 149.05000000000004 60.05226170000001 30.084656550000002 134.05000000000004 8.5000000000000018 88.825000000000003 19.500000000000004 64.015000000000015 60.01610465000001 30.205407000000005 105.00500000000001 59.848366150000011 6.5000000000000009 59.882709350000006 59.91832440000001 76.00500000000001 2.5000000000000004 9.5000000000000018 59.963561900000009 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 6 11 8 13 -9 -11 -4 -1 -5 -8 16 -3 -14 19 21 -20 -19 23 -10 -25 27 -27 28 29 -24
right_child=-2 2 5 4 -6 -7 14 9 22 10 -12 -13 17 -15 -16 -17 -18 18 20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-4887.8735602358483 179.35774309898841 11574.282603278007 -16784.509651388096 -1329.0672739763324 1844.2368457147832 -70780.138129751853 13442.698772272593 20900.096278291538 43741.777180636658 -8417.9214985016151 265899.73896205355 -80592.569090440549 18647.590388567485 -387997.33634259261 -20465.580662263343 111194.20757201611 321916.967697218 17305.234100354595 28591.234782904357 -13276.923299229675 155295.23232785147 157067.92612275004 -53839.067512296373 -148483.27826020369 -44024.692175626275 40808.361681053677 -9182.2533731730346 -8578.7584118187551 -55086.639842448443 -10970.813980873778
leaf_weight=17184 3608805 4765 41578 43991 202937 1249 10253 10058 784 12003 70 1026 35067 27 5109 454 41 477 876 12577 457 329 2637 593 2875 3088 13215 27823 4952 8504
leaf_count=17184 3608805 4765 41578 43991 202937 1249 10253 10058 784 12003 70 1026 35067 27 5109 454 41 477 876 12577 457 329 2637 593 2875 3088 13215 27823 4952 8504
internal_value=0 -1391.98 -11118.4 173.747 -1466.9 -14112.8 -12891.8 -6611.22 -9137.73 5774.07 -6827.41 -18321.2 8345.66 -1566.24 2165.69 22591.7 14221.8 12913.6 -750.073 -7999.25 72029.9 74354.8 -14307.2 -42410.2 -61886.3 -12322.9 286.619 -17003.9 -31570.2 -21117.4
internal_weight=0 464999 64475 400524 333557 59215 57966 130620 108489 22131 12073 42604 66967 44018 15362 5260 4806 49783 14716 13383 1333 806 64471 4252 3468 60219 16303 43916 16093 11141
internal_count=4073804 464999 64475 400524 333557 59215 57966 130620 108489 22131 12073 42604 66967 44018 15362 5260 4806 49783 14716 13383 1333 806 64471 4252 3468 60219 16303 43916 16093 11141
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=4 6 1 3 6 1 1 6 6 1 0 4 0 1 1 1 0 4 1 1 2 0 4 5 7 6 1 4 6 1
split_gain=9.95861e+13 1.97901e+14 1.78084e+14 1.82859e+14 1.41897e+14 9.73158e+13 8.55859e+14 7.24368e+14 5.84288e+14 4.86501e+14 6.65093e+14 5.14185e+14 4.6452e+14 3.90041e+14 9.02256e+14 1.30365e+15 1.2999e+15 8.39522e+14 6.90753e+14 9.51766e+14 8.31473e+14 8.27351e+14 5.78257e+14 5.63568e+14 7.43393e+14 6.02213e+14 5.58355e+14 1.85994e+15 5.57037e+14 5.45251e+14
threshold=38.500000000000007 79.015000000000015 37.755233900000007 20.500000000000004 66.990000000000023 82.970388650000018 82.965501500000016 112.00500000000001 156.15000000000003 82.966990000000024 54.947152850000002 5.5000000000000009 54.94428030000001 82.948524700000021 82.825258850000026 65.64204770000002 60.753246850000004 19.500000000000004 65.534455000000023 61.438154000000004 4395.5000000000009 56.760749800000006 7.5000000000000009 3.5000000000000004 6.0000000000000009 99.050000000000011 82.963919600000011 23.500000000000004 87.395000000000024 65.559704250000024
decision_type=2 2 2 2 2 2 2 2 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 -4 6 13 9 -9 12 -11 -12 -8 14 15 18 23 -15 19 -1 -21 28 29 -17 25 -25 -19 -28 -22 -20
right_child=1 -3 4 -5 -6 -7 7 8 -10 10 11 -13 -14 17 -16 16 -18 26 22 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=130.03434581156776 -62624.837530191187 80892.376318359384 -59346.362069443523 40176.61493681914 -197297.83535693807 -1195.2665902379256 47767.158447311049 207108.06204197844 -297162.5145625 -11631.775306691481 -14524.164258043274 26717.434623843241 12075.279395370311 -7966.5402658854655 7251.8400389839298 -19638.311935658756 35214.245259055679 8675.865242777807 81388.376590894215 -87.858210780007653 -12816.038818972575 -55048.606519049441 6438.684300840423 -47897.757601938916 163720.21484057419 -167067.06395979002 27902.646917936596 272993.57051317825 -97174.976608423865 21188.663678105229
leaf_weight=2982275 374 144 236 322 109 576568 6450 284 25 13040 3835 14279 8389 111212 173358 39952 4350 6757 1886 29586 26046 6526 55142 1196 123 657 2073 364 807 7439
leaf_count=2982275 374 144 236 322 109 576568 6450 284 25 13040 3835 14279 8389 111212 173358 39952 4350 6757 1886 29586 26046 6526 55142 1196 123 657 2073 364 807 7439
internal_value=0 -28985.3 -44184.5 -15064.4 -102931 8.43377 206.948 13712.3 166309 12687.1 5589 17986 27589.3 25.681 227.893 -157.932 -16818.3 -5565.67 90.0045 -126.846 -12293.7 -23112.6 10333.4 -22216.7 -74347.8 -90150.4 23475.6 64510.4 -15351.2 33364.2
internal_weight=0 1185 1041 696 345 4.07262e+06 3.49605e+06 46302 309 45993 31154 18114 14839 3.44975e+06 3.32934e+06 3.15598e+06 46278 120406 3.10971e+06 3.04524e+06 62965 33379 64467 41928 1976 1853 9194 2437 26853 9325
internal_count=4073804 1185 1041 696 345 4072619 3496051 46302 309 45993 31154 18114 14839 3449749 3329343 3155985 46278 120406 3109707 3045240 62965 33379 64467 41928 1976 1853 9194 2437 26853 9325
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=4 6 5 1 0 2 0 1 1 1 0 2 1 1 0 4 0 0 1 4 0 6 0 6 4 0 0 6 4 0
split_gain=1.08993e+14 2.20926e+14 3.18667e+14 3.24219e+14 2.73867e+14 4.75153e+14 3.29532e+14 7.88648e+14 7.25747e+14 5.13333e+14 7.0919e+14 5.12002e+14 4.80069e+14 1.10429e+15 1.00513e+15 5.72844e+14 5.42077e+14 4.53547e+14 9.0765e+14 7.65177e+14 4.11386e+14 3.92546e+14 3.87818e+14 3.81556e+14 3.67798e+14 4.79288e+14 4.27299e+14 3.66442e+14 3.39202e+14 3.16299e+14
threshold=23.500000000000004 42.875000000000007 2.5000000000000004 30.472130500000002 56.904718250000009 3338.0000000000005 55.783232450000007 37.318079750000003 37.475446350000006 37.401708450000008 55.850146250000009 75.000000000000014 37.534144550000008 37.543519500000009 55.82518790000001 26.500000000000004 55.850146250000009 55.775215600000003 37.729575300000008 26.500000000000004 55.79439725000001 63.005000000000003 55.82518790000001 67.91500000000002 31.500000000000004 56.760749800000006 56.782540950000005 56.805000000000007 29.500000000000004 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 17 21 9 10 22 -12 14 20 -10 -15 -16 -3 19 -19 -14 27 -9 -11 25 -17 -27 -8 -28 -6
right_child=1 4 3 -5 5 -7 7 8 12 23 11 -13 13 15 16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=147.28047166965712 2033.643942411283 -3206.1944560741817 -171980.28281250002 74240.093984776337 2031.9961427723065 31214.998415885027 -61997.262835351692 21717.954753730184 -147093.89793373059 29113.628046697588 -141471.17432847613 -12082.129717460668 268116.09390429687 -20490.580326488438 48023.279870460494 93832.745047899982 -43721.329000476784 154034.04901375985 -66122.467833699717 -35605.365832394542 58633.386525408219 -88102.89702892385 133421.6173934043 113205.89817284791 -8035.8692353864944 -61025.285219887133 -2219.6026945618937 19572.487153058115 76084.241223392397 -35203.885553940927
leaf_weight=3768288 109847 102333 200 73 30299 5411 1246 954 785 1426 356 2170 100 27467 842 943 2739 777 458 293 1499 1864 461 868 5773 631 1262 987 985 2467
leaf_count=3768288 109847 102333 200 73 30299 5411 1246 954 785 1426 356 2170 100 27467 842 943 2739 777 458 293 1499 1864 461 868 5773 631 1262 987 985 2467
internal_value=0 -1816.58 1765.47 -106141 -3835.33 3762.05 -5680.18 -12067.6 -8561.47 23323.7 1432.21 -30317.5 -13182 -9632.27 -44614.3 -13142.8 -22149.4 -2398.7 51680.6 102105 71734.2 -54223.7 58110.5 60932.3 7893.28 31960 11686.9 -25942.9 32105.8 -771.548
internal_weight=0 305516 110120 273 195396 38177 157219 53358 49261 6235 3941 2526 43026 38660 4366 37061 3581 103861 1528 1070 1599 4097 1415 2294 9594 3821 2878 2233 2247 32766
internal_count=4073804 305516 110120 273 195396 38177 157219 53358 49261 6235 3941 2526 43026 38660 4366 37061 3581 103861 1528 1070 1599 4097 1415 2294 9594 3821 2878 2233 2247 32766
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=4 1 4 0 0 6 2 1 0 0 1 1 0 1 1 0 0 0 6 1 4 0 0 6 0 5 2 4 0 7
split_gain=1.00133e+14 3.51433e+14 4.76737e+14 4.42972e+14 9.62751e+14 6.52299e+14 4.89848e+14 5.16833e+14 4.52253e+14 9.65639e+14 1.13374e+15 1.09617e+15 4.45324e+14 5.8889e+14 1.17802e+15 1.09088e+15 9.71993e+14 8.98692e+14 6.7818e+14 5.69686e+14 5.52047e+14 5.4538e+14 8.06495e+14 6.47614e+14 4.94801e+14 4.24455e+14 4.2234e+14 4.24605e+14 6.7681e+14 4.89494e+14
threshold=10.500000000000002 37.873748150000004 12.500000000000002 55.043091000000011 55.039488700000007 41.505000000000003 1250.5000000000002 38.166910000000009 56.288960650000007 56.324067350000007 43.80299105000001 38.166910000000009 54.988402950000008 82.92647190000001 82.93515810000001 55.030407050000001 55.030407050000001 55.034466500000008 103.03500000000001 82.918694400000007 15.500000000000002 54.916864950000011 54.86311005000001 72.50500000000001 55.030407050000001 1.5000000000000002 3338.0000000000005 11.500000000000002 59.982409200000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 -4 -7 10 11 -10 21 16 17 18 19 24 -16 -14 -19 22 -8 -23 -15 -20 27 28 -2 -30
right_child=1 2 3 5 -6 8 12 -9 9 -11 -12 -13 13 14 15 -17 -18 20 25 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=383.65258217401811 28831.719281371799 -9022.680323119348 36781.061694067459 2632.7228376630019 37974.518723913359 -10143.256689149292 116.62760178034257 225163.41190665599 22389.049035509754 -3527.3332919338241 24022.619425930694 292889.07035680971 -689.99034742010497 89959.487016837826 27224.253055720324 -24372.210427004044 147733.9654211486 -155884.87387177025 422114.83718750003 -48415.829187578158 59501.366987304697 -5980.687942516025 104623.51473923864 -38974.079178100801 217467.64393810683 -41098.206087831437 11320.522797636062 109.88578777559624 36004.465558723779 -63075.969124691124
leaf_weight=2547999 10771 85144 801 112481 6917 146502 348962 178 271 106793 3581 335 14817 744 22035 6317 406 179 20 3009 355 32526 740 7281 515 1815 38575 571453 736 1546
leaf_count=2547999 10771 85144 801 112481 6917 146502 348962 178 271 106793 3581 335 14817 744 22035 6317 406 179 20 3009 355 32526 740 7281 515 1815 38575 571453 736 1546
internal_value=0 -640.676 -1901.53 -1159.93 956.235 -3720.26 375.215 71032.4 -6495.57 -1680.34 45428.8 171923 217.903 9081.39 17258.3 12580.8 -5261.45 96009.6 22360.1 -8746.03 -12697.4 -924.698 337.773 -12015.4 142117 -36049.6 1186.06 517.231 18350.6 -31120.1
internal_weight=0 1.5258e+06 902724 817580 447617 369963 440700 979 257482 110980 4187 606 439721 50212 31980 30187 18232 1793 23870 17826 534 389509 349702 39807 1259 1835 623081 584506 13053 2282
internal_count=4073804 1525805 902724 817580 447617 369963 440700 979 257482 110980 4187 606 439721 50212 31980 30187 18232 1793 23870 17826 534 389509 349702 39807 1259 1835 623081 584506 13053 2282
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 5 0 0 0 6 1 0 0 3 6 6 0 0 0 6 6 6 1 4 7 4 0 0 1 7
split_gain=1.04038e+14 5.72069e+14 5.2344e+14 4.45772e+14 4.99352e+14 4.695e+14 3.31037e+14 3.94635e+14 5.89675e+14 3.56167e+14 3.27899e+14 3.36455e+14 3.72744e+14 3.2368e+14 3.17647e+14 3.1593e+14 6.28891e+14 4.76387e+14 6.68928e+14 4.6628e+14 4.03995e+14 3.8367e+14 3.36411e+14 3.14223e+14 3.03839e+14 3.02171e+14 9.95465e+14 7.25449e+14 1.05512e+15 7.23976e+14
threshold=36.555998300000006 30.624707450000006 48.179569850000007 5.5000000000000009 2.5000000000000004 3.5000000000000004 63.565651350000003 59.963561900000009 59.882709350000006 39.995000000000012 30.084656550000002 55.026775150000006 54.707511300000007 2.5000000000000004 90.045000000000016 64.015000000000015 60.01610465000001 59.864072000000007 59.91832440000001 122.65000000000002 87.015000000000015 91.02500000000002 30.389265100000003 19.500000000000004 6.0000000000000009 9.5000000000000018 59.982409200000006 59.825842200000004 30.362494150000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 -5 7 8 -4 -9 11 12 -1 -14 23 -12 17 19 21 22 -18 -19 -17 -3 -20 26 -6 28 -27 -28
right_child=-2 2 6 4 25 -7 -8 9 -10 -11 15 -13 13 -15 -16 16 20 18 24 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=-29229.56018282607 181.40093837012631 10556.648568785116 -14763.448041073652 -9220.2809045160775 -86.875846700324701 -66612.889033347528 -63771.724022301954 -21036.670065287926 -72036.446997670981 8758.1982848331008 16716.734669873571 -14183.826853469291 58373.422549992276 2871.0899447835868 104267.8089021475 -8001.950021775885 12251.988653966691 -42502.213092539263 -541.20513497708316 182618.42537143244 122479.15594456471 -137222.24277497377 54407.582192878472 288573.66517721041 -98876.251003685116 -3604.2600151270926 -25583.546147615409 3635.6574398090738 -53732.383157922981 -114284.94651785441
leaf_weight=1389 3608805 4806 36804 45938 45736 1471 1249 5695 1890 13577 35067 11592 2094 2109 413 2376 698 1568 6992 173 635 588 1357 41 329 19280 9574 205172 5368 1018
leaf_count=1389 3608805 4806 36804 45938 45736 1471 1249 5695 1890 13577 35067 11592 2094 2109 413 2376 698 1568 6992 173 635 588 1357 41 329 19280 9574 205172 5368 1018
internal_value=0 -1407.83 -10150 -0.555517 -1495.37 -11001.1 -12835.4 -11737.9 -17560.9 -46.377 7445 -4465.18 15681.2 30523.2 20081.6 11556.1 -741.162 -7265.42 -19377.9 22122.7 64760.8 -68334.9 14684.8 12908.4 -4960.3 79.5296 -6484.38 1688.32 -14521.5 -34108.7
internal_weight=0 464999 64475 400524 333557 47409 59215 57966 38694 19272 66967 17184 5592 4203 5260 49783 14716 13383 9477 3906 1333 2156 3733 4847 7321 286148 56328 229820 24648 10592
internal_count=4073804 464999 64475 400524 333557 47409 59215 57966 38694 19272 66967 17184 5592 4203 5260 49783 14716 13383 9477 3906 1333 2156 3733 4847 7321 286148 56328 229820 24648 10592
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 0 2 2 0 7 0 0 1 5 1 4 2 0 0 0 1 1 5 1 1 6 4 7 4 0
split_gain=1.00114e+14 4.93181e+14 2.62895e+14 3.09123e+14 3.67069e+14 2.89487e+14 1.84758e+14 2.15316e+14 1.86418e+14 1.84258e+14 2.42333e+14 2.11241e+14 4.1108e+14 1.60572e+14 1.56459e+14 1.72418e+14 1.54515e+14 1.54245e+14 2.56069e+14 2.30037e+14 1.48544e+14 2.161e+14 1.4791e+14 1.45466e+14 6.94199e+14 5.89966e+14 5.01092e+14 4.15735e+14 6.19325e+14 3.68716e+14
threshold=91.292296250000007 86.169282750000022 56.105603650000006 82.00500000000001 99.050000000000011 58.010305850000002 9236.5000000000018 7912.5000000000009 50.596941950000009 6.0000000000000009 55.972700350000004 56.020150250000007 92.90968070000001 1.5000000000000002 118.02765200000002 3.5000000000000004 2851.5000000000005 55.520061350000013 56.105603650000006 55.390026600000006 92.865667950000017 92.791023150000015 1.5000000000000002 82.970388650000018 82.965501500000016 112.00500000000001 10.500000000000002 6.0000000000000009 17.500000000000004 54.988402950000008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 7 -2 -9 10 -6 12 20 -5 -7 -16 -3 19 -19 -18 21 -12 -17 24 -1 27 -27 -26 29 -29
right_child=2 16 5 4 9 14 -8 8 -10 -11 11 -13 -14 -15 15 22 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=19.369337406932413 4760.24133485517 -58223.608266046111 -14214.608211324501 -235794.14908854166 -16755.117956095666 -13098.428522920305 -3996.012384268291 51579.553546428418 -100042.73589207849 -53440.895631149986 223436.68108998495 4692.5408376638634 -149265.4449337121 41302.895766954665 -16109.266666331161 3559.8254363303963 -10446.620684379794 -60321.660619720555 -12728.102643053895 91325.047869366652 200377.783947424 39863.111240857717 44567.315405308487 -1785.3475039586215 2092.7243957359847 218341.22143229167 -87438.001426630435 29611.704231990585 2164.560487518178 83759.270887482257
leaf_weight=3450934 81138 945 16599 21 1692 2037 27585 1420 86 578 83 727 66 5018 1043 1376 7369 1785 3083 229 148 282 2438 420820 23435 240 69 11368 9776 1414
leaf_count=3450934 81138 945 16599 21 1692 2037 27585 1420 86 578 83 727 66 5018 1043 1376 7369 1785 3083 229 148 282 2438 420820 23435 240 69 11368 9776 1414
internal_value=0 -94.3255 2605.35 4516.14 22759.2 -7060.75 3090.35 5455.64 42921.2 -1743.84 8223.1 40583.9 85649.5 40148.1 10163.9 19920 -19238.2 -16282.9 -30179.7 -7379.27 115872 81607.2 29772.8 -28.7984 182.566 12345.8 150060 11420.5 21111 35601.7
internal_weight=0 3.93147e+06 142337 118844 8615 23493 110229 82644 1506 3576 2998 1306 579 5039 6894 4857 13411 12466 4868 7598 513 365 3814 3.91806e+06 3.49724e+06 46302 309 45993 22558 12782
internal_count=4073804 3931467 142337 118844 8615 23493 110229 82644 1506 3576 2998 1306 579 5039 6894 4857 13411 12466 4868 7598 513 365 3814 3918056 3497236 46302 309 45993 22558 12782
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=4 0 6 3 5 1 5 0 0 6 2 7 0 4 4 1 1 0 0 1 1 6 6 1 6 0 0 0 3 4
split_gain=9.56799e+13 2.08022e+14 1.77446e+14 2.34968e+14 2.01097e+14 3.05543e+14 2.04009e+14 3.5494e+14 2.06239e+14 1.91721e+14 2.26117e+14 2.50919e+14 3.26965e+14 2.79469e+14 4.45217e+14 3.13408e+14 8.25448e+14 4.43881e+14 4.26493e+14 7.01983e+14 3.32877e+14 2.46307e+14 2.14541e+14 2.02223e+14 1.74372e+14 2.09333e+14 1.73963e+14 2.00207e+14 1.59362e+14 1.92909e+14
threshold=23.500000000000004 43.472751400000007 49.010000000000012 12.500000000000002 2.5000000000000004 30.472130500000002 1.5000000000000002 55.922096200000006 54.86311005000001 90.045000000000016 75.000000000000014 6.0000000000000009 55.539595350000006 26.500000000000004 30.500000000000004 37.475446350000006 37.543519500000009 55.633951400000008 55.749683450000006 37.503969450000007 37.729575300000008 61.025000000000006 75.605000000000004 30.277905650000005 55.805000000000007 55.812023600000011 55.812023600000011 55.81943720000001 20.500000000000004 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=28 -2 4 9 6 -6 -3 8 -8 10 11 -4 -13 15 21 26 18 20 -17 -20 -18 -15 -16 -11 25 -21 -14 -28 -1 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 23 -12 12 13 14 22 16 17 -19 19 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=103.93015027268876 156589.1157379518 -118.14982039637489 8952.5300175965676 -406.71684672819441 -146074.17959735577 49053.666573273193 2812.4327424205817 -10383.110054655948 38054.704135500746 -85494.527739935409 -3437.2142906691256 229546.10965625002 -92363.979887934329 -5085.1921763805976 -39248.390150332147 301439.15310668945 21276.49769438156 -65365.010831884894 -141503.75347079919 356028.77109375002 384172.59120370372 91189.355889973973 31015.733539716617 -18242.930349128867 57873.360949030844 66948.041711647733 190840.86488813921 -42567.63999351878 -177737.60206183669 13536.895050358109
leaf_weight=3757978 83 131711 2674 85321 221 126 2469 3985 5071 472 54902 50 1365 477 2413 64 396 2839 183 46 27 600 530 8483 686 55 44 223 53 10257
leaf_count=3757978 83 131711 2674 85321 221 126 2469 3985 5071 472 54902 50 1365 477 2413 64 396 2839 183 46 27 600 530 8483 686 55 44 223 53 10257
internal_value=0 -1702.02 -1745.04 -4015.27 814.019 -75220.8 998.22 13756.4 26514.5 -8038.39 -6216.32 -18256.9 -25534.2 -26816.3 -6462.7 -40618.8 -26446.8 -51126 51409.6 34912.8 44440.1 48549.7 -26594.6 -21787.6 75934.7 198609 -77924.3 -4103.32 137.992 12553.6
internal_weight=0 305516 305433 161850 143583 347 143236 11525 7540 76529 67574 12672 9998 9948 4020 5928 4296 3262 1034 970 423 1077 2943 8955 787 101 1632 267 3.76829e+06 10310
internal_count=4073804 305516 305433 161850 143583 347 143236 11525 7540 76529 67574 12672 9998 9948 4020 5928 4296 3262 1034 970 423 1077 2943 8955 787 101 1632 267 3768288 10310
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 1 6 2 1 1 0 0 0 1 4 1 1 1 6 1 4 0 0 4 4 0 7 0 0
split_gain=9.74618e+13 6.35978e+14 6.79762e+14 9.23971e+14 7.84454e+14 1.41549e+15 7.76245e+14 8.26165e+14 6.4813e+14 1.12741e+15 7.02296e+14 7.27373e+14 6.38395e+14 6.30608e+14 6.11993e+14 1.24389e+15 8.39225e+14 1.00433e+15 1.14649e+15 1.12872e+15 7.41359e+14 7.26412e+14 5.95516e+14 8.31015e+14 1.01101e+15 6.32648e+14 8.76094e+14 5.93862e+14 5.811e+14 5.73538e+14
threshold=55.676890650000011 55.82518790000001 73.41500000000002 49.195555600000006 37.517483500000004 37.586700500000006 37.631035900000008 48.945000000000007 75.000000000000014 37.401708450000008 37.331232350000008 55.685785750000008 55.743464250000009 55.728148450000006 49.095306150000006 8.5000000000000018 37.543519500000009 37.631035900000008 37.71815560000001 108.05000000000001 37.131181300000009 8.5000000000000018 55.710673100000008 55.775215600000003 12.500000000000002 20.500000000000004 55.783232450000007 6.0000000000000009 55.749683450000006 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 9 13 28 -12 29 -2 16 -16 20 19 -19 -18 21 -4 -11 24 -24 26 -25 -21 -10 -9
right_child=1 -3 3 -5 5 6 -8 12 10 22 11 -13 -14 -15 15 -17 17 18 -20 27 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-417.62543252762902 -163972.56626487657 -380.4979506097103 39808.231897863508 -16659.359539514266 38225.512089548167 1451.0778402656365 4606.7955237719962 -93301.528861808125 -18023.738117697314 -48798.252764301171 349879.28530844161 38901.899316300856 -60917.894528864272 -53372.84551190718 110947.10339146164 24176.480275099766 -36634.747498833021 71665.079610256595 893.59364660691938 -489938.00308866281 48426.104408600848 -132485.66901055429 -32137.194036643086 -88978.173700585947 35394.505379536036 -64573.07027626584 16709.007106448938 -15245.464674136514 24216.596935623671 71348.316382829391
leaf_weight=2356134 647 1379128 507 7337 12088 8313 223216 295 10318 3674 77 3243 5219 2537 2160 7026 3022 2761 13391 86 8641 473 3242 1000 7011 3076 3637 38 4759 748
leaf_count=2356134 647 1379128 507 7337 12088 8313 223216 295 10318 3674 77 3243 5219 2537 2160 7026 3022 2761 13391 86 8641 473 3242 1000 7011 3076 3637 38 4759 748
internal_value=0 572.858 4456.57 15836.8 2692.19 4843.77 3146.83 -19212.6 -9747.04 -20289 4477.76 46114.3 -46644.2 -75847.1 22093.8 44579.8 14951.3 2923.06 12991.2 -48768 39077.7 -43349.9 -12114.5 -4612.72 14041 -29409.3 -6083.14 -344468 -4690.73 24779.1
internal_weight=0 1.71767e+06 338542 45442 293100 249879 237791 14575 43221 24824 18397 3320 6262 3184 38105 9186 28919 19298 16152 3146 9621 980 21640 17966 10253 7713 4637 124 15077 1043
internal_count=4073804 1717670 338542 45442 293100 249879 237791 14575 43221 24824 18397 3320 6262 3184 38105 9186 28919 19298 16152 3146 9621 980 21640 17966 10253 7713 4637 124 15077 1043
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=6 4 3 3 4 0 6 4 7 4 6 6 3 2 0 1 6 1 0 1 1 6 5 1 3 4 0 0 1 4
split_gain=9.477e+13 2.95302e+14 7.90478e+14 5.53072e+14 4.99267e+14 4.5961e+14 3.52299e+14 3.138e+14 5.00958e+14 5.71661e+14 4.66763e+14 5.88866e+14 1.27644e+15 3.80971e+14 3.79316e+14 3.42919e+14 4.87336e+14 3.40959e+14 3.12897e+14 3.40397e+14 3.0843e+14 3.05044e+14 4.98056e+14 2.95523e+14 2.80319e+14 3.56655e+14 2.47319e+14 7.08186e+14 2.73712e+14 3.17962e+14
threshold=100.05000000000001 6.5000000000000009 4.5000000000000009 2.5000000000000004 8.5000000000000018 51.567244500000008 247.90000000000001 3.5000000000000004 6.0000000000000009 5.5000000000000009 142.05000000000004 138.05000000000004 3.5000000000000004 7884.5000000000009 54.762682300000009 39.703507450000011 101.02000000000002 38.989878900000008 56.324067350000007 20.507515800000004 38.977585500000011 128.05000000000004 1.5000000000000002 92.865667950000017 1.5000000000000002 1.5000000000000002 54.916864950000011 55.055052800000006 49.147669400000005 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 -3 6 -4 24 10 -10 11 15 14 -14 -13 17 -17 20 19 -6 -9 22 -18 -12 25 -2 -24 -28 -29 -30
right_child=1 3 5 -5 18 -7 -8 8 9 -11 23 12 13 -15 -16 16 21 -19 -20 -21 -22 -23 26 -25 -26 -27 27 28 29 -31
leaf_value=83.128790610111054 -67357.618783326863 30624.405481316062 -94286.399830268216 3355.8070197237316 -188063.18174838365 -25693.113273922339 120400.32190429687 -15455.252284534086 16968.411649759812 141307.92498194281 33804.541093441192 -58362.999942484661 13565.189527529765 -160892.93877520761 130280.45490088526 -67644.600368327563 -297870.34326363361 -94366.307644021756 -58921.801265534596 -15315.942310778002 236722.77232342158 79211.386349333785 -13237.365289125901 -119540.00391526445 -38180.036618878607 27154.920858116257 130841.96176360376 51803.499364830866 -44002.472733332863 73373.243467363485
leaf_weight=3956282 516 1632 1716 74635 116 4966 80 4754 1223 530 3779 163 147 843 308 669 51 575 2587 6848 49 815 1756 130 3987 1765 602 900 1087 293
leaf_count=3956282 516 1632 1716 74635 116 4966 80 4754 1223 530 3779 163 147 843 308 669 51 575 2587 6848 49 815 1756 130 3987 1765 602 900 1087 293
internal_value=0 -2798.46 -11045.6 248.317 -20491 -41371.7 -84723.5 -2823.97 3674.43 54561.1 -1597.38 -10700.6 -70517.1 -134989 64996.2 -3134.88 12947.4 -21594.5 -29225.2 -18193.4 -12882.5 22743.2 12928.4 28704.8 -22184.4 5774.62 16346 34371.2 8899.48 -19081.4
internal_weight=0 117522 31704 85818 11183 6762 1796 24942 18674 1753 16921 13012 1461 990 471 11551 6173 5378 9551 6964 4803 5504 4689 3909 6268 2281 4638 2882 2280 1380
internal_count=4073804 117522 31704 85818 11183 6762 1796 24942 18674 1753 16921 13012 1461 990 471 11551 6173 5378 9551 6964 4803 5504 4689 3909 6268 2281 4638 2882 2280 1380
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=6 6 1 0 0 6 0 1 6 1 7 6 6 0 0 1 1 6 1 6 1 2 4 0 1 1 2 0 6 2
split_gain=9.46972e+13 4.1831e+14 3.57213e+14 4.65508e+14 1.73876e+15 5.03212e+14 3.68371e+14 1.23742e+15 8.20324e+14 3.4412e+14 3.34223e+14 3.1053e+14 3.91881e+14 5.46441e+14 3.67132e+14 3.4251e+14 6.25401e+14 6.64557e+14 3.22503e+14 4.9622e+14 3.19133e+14 3.89252e+14 3.77818e+14 3.14873e+14 4.44407e+14 9.51023e+14 6.16141e+14 3.65707e+14 4.95978e+14 3.10027e+14
threshold=55.015000000000008 62.995000000000012 83.015546400000019 54.810424650000009 54.94428030000001 112.00500000000001 54.86311005000001 83.086354900000018 93.050000000000011 83.754481100000007 6.0000000000000009 49.010000000000012 46.010000000000012 47.319699650000011 54.947759400000002 83.000013850000016 82.860505900000007 40.905000000000008 38.011626600000007 40.905000000000008 50.815483650000004 3338.0000000000005 4.5000000000000009 55.660117850000006 39.178027400000005 60.770858000000011 75.000000000000014 55.876067900000002 40.610000000000007 2970.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 7 -5 -9 -7 -8 12 14 -14 18 16 23 -18 19 -1 21 22 -13 24 26 -26 -16 28 29 -25
right_child=1 2 3 4 -6 9 10 8 -10 -11 -12 20 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-15708.931899667221 2824.827343195961 -1040.7650804886684 1269.0559007024015 28307.933905603932 8079.2093147146334 -108398.27430501668 47725.273495615576 220844.77832924837 640318.1005965909 -21481.60744993218 150477.52451159607 10055.413659046744 15175.138662704441 1868.4786092854736 -8728.4293023498722 -4324.6603921744709 14734.712631598013 -811.9610142468764 -1572.4987275695057 2801.8158642433868 -7099.6601379335152 9372.5047990963722 -3744.0986912323942 8604.1292461860194 -32029.886474443949 -3804.4661065523237 7511.0937306551632 -74.070451107234746 -1995.3252350610646 -49292.858731239721
leaf_weight=40541 553133 995852 30815 393 31098 672 1547 306 55 1414 398 21937 36610 196511 38343 123738 66039 47109 588657 22530 126930 31845 207619 140784 14514 67244 59802 555003 71434 931
leaf_count=40541 553133 995852 30815 393 31098 672 1547 306 55 1414 398 21937 36610 196511 38343 123738 66039 47109 588657 22530 126930 31845 207619 140784 14514 67244 59802 555003 71434 931
internal_value=0 594.692 -566.252 6518.59 14761.3 -1948.65 91753.3 151089 284753 -49481.6 68751.2 -390.881 95.9609 3958.2 -394.257 654.272 1234.82 8261.88 -2300.64 -9096.59 -2985.73 -988.11 -2425.38 396.162 -3369.62 -8815.15 1166.68 1278.12 4798.98 8223.77
internal_weight=0 1.61568e+06 1.06255e+06 66698 33797 32901 2699 754 361 2086 1945 2.45812e+06 2.06979e+06 233121 1.83667e+06 1.18494e+06 1.0612e+06 113148 651728 63071 388331 261401 229556 948055 179903 81758 98145 768152 213149 141715
internal_count=4073804 1615683 1062550 66698 33797 32901 2699 754 361 2086 1945 2458121 2069790 233121 1836669 1184941 1061203 113148 651728 63071 388331 261401 229556 948055 179903 81758 98145 768152 213149 141715
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=4 1 4 0 0 1 4 1 6 0 0 7 0 1 1 4 4 6 0 0 1 0 0 0 4 0 4 4 1 0
split_gain=9.9074e+13 3.02066e+14 6.48091e+14 4.59726e+14 5.30011e+14 8.49668e+14 5.21087e+14 4.31219e+14 4.07355e+14 5.12231e+14 3.85946e+14 4.4552e+14 3.77653e+14 8.93038e+14 7.15429e+14 5.77494e+14 4.48926e+14 3.82918e+14 3.73741e+14 3.40375e+14 3.36287e+14 1.04343e+15 1.98363e+15 1.32248e+15 1.32048e+15 1.15618e+15 9.73145e+14 1.42132e+15 1.09685e+15 8.6241e+14
threshold=15.500000000000002 30.303340300000002 21.500000000000004 60.042359000000012 59.939085000000013 30.226173900000003 19.500000000000004 30.226173900000003 89.00500000000001 59.856552950000008 59.950512650000007 6.0000000000000009 59.982409200000006 30.277905650000005 30.277905650000005 17.500000000000004 19.500000000000004 99.050000000000011 60.064438250000002 60.002985000000002 30.438492500000006 59.905532300000012 59.91832440000001 59.825842200000004 16.500000000000004 60.002985000000002 16.500000000000004 24.500000000000004 30.323041000000003 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 -5 -2 -10 11 -7 14 -14 17 -15 -17 -12 -4 -6 21 23 24 -3 -23 26 28 -28 -24 -30
right_child=1 20 18 7 5 10 -8 -9 9 -11 12 -13 13 15 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=310.9121344906178 -27891.046906607669 -15744.219618338338 5456.4789948221442 -12126.446620734909 36995.179179406427 197793.36018244259 80614.012111251708 -155485.74517197537 -33038.605458170576 -202350.21987602997 -26664.007862285544 -157673.69571586279 -41259.433245537984 -26383.384318606622 -219600.55707954546 121315.58783677945 4819.9797663163718 380824.21730769234 -64482.197439745592 -14013.7525057481 -882.01679356334648 188600.25900240385 -137723.07821129414 37869.475668485975 -145003.85805811372 18381.208364276699 10851.949724466089 -48874.292011333229 86378.248308775248 -52316.712573773548
leaf_weight=2915106 10602 6286 25166 381 2406 151 1270 467 420 311 204 46 6412 1023 275 798 565 26 788 2867 1033501 130 1219 17162 1359 21430 15311 5386 565 2171
leaf_count=2915106 10602 6286 25166 381 2406 151 1270 467 420 311 204 46 6412 1023 275 798 565 26 788 2867 1033501 130 1219 17162 1359 21430 15311 5386 565 2171
internal_value=0 -782.207 -8072.44 -18560.6 -16314.4 -4619.72 23110.6 -91075.5 -32869.3 -105071 -23718.6 114791 -26651.7 -21824.6 -110749 30403.6 73025 19399.9 3333.04 9260.95 -424.613 6231.74 -2278.19 23496.6 -115878 1392.44 -13375.9 -4690.67 -58826.9 -23675.4
internal_weight=0 1.1587e+06 54178 28224 27376 16043 6543 848 11333 731 9500 197 9303 8798 505 2386 1363 230 25954 5273 1.10452e+06 71019 47571 23448 1489 46082 24652 20697 3955 2736
internal_count=4073804 1158698 54178 28224 27376 16043 6543 848 11333 731 9500 197 9303 8798 505 2386 1363 230 25954 5273 1104520 71019 47571 23448 1489 46082 24652 20697 3955 2736
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 5 5 1 1 4 3 4 1 6 6 6 5 4 5 1 1 0 2 6 1 6 0 1 4 0
split_gain=9.34216e+13 4.24313e+14 4.00193e+14 2.75394e+14 2.56449e+14 2.3394e+14 2.14541e+14 1.74026e+14 2.22666e+14 1.65257e+14 1.20045e+14 1.14729e+14 1.5111e+14 1.33594e+14 1.11155e+14 1.00915e+14 2.10709e+14 1.04529e+14 9.71935e+13 9.65281e+13 3.45458e+14 2.3941e+14 4.9552e+14 3.26074e+14 2.53363e+14 2.32466e+14 2.37974e+14 2.10414e+14 1.94244e+14 2.16154e+14
threshold=42.965693300000005 43.051287600000009 47.504912950000005 125.02000000000002 68.00500000000001 1.5000000000000002 3.5000000000000004 47.504912950000005 47.386825600000002 10.500000000000002 4.5000000000000009 10.500000000000002 47.800771000000005 110.01500000000001 128.05000000000004 168.45000000000002 4.5000000000000009 10.500000000000002 1.5000000000000002 92.791023150000015 92.948588300000011 52.516286950000008 9236.5000000000018 80.030000000000015 94.478249850000012 91.02500000000002 58.010305850000002 83.971434050000013 11.500000000000002 56.006509350000009
decision_type=2 2 2 2 2 2 2 2 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 6 9 5 -1 10 8 -6 18 14 12 -9 -14 -2 -8 17 -17 -4 27 28 22 23 24 -22 26 -23 -3 29 -21
right_child=1 19 3 -5 7 -7 15 11 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14286.985380089631 13286.287242908587 -21.609195441699818 16971.414050870029 174008.98777453887 -68684.073433370257 18641.61396011167 41069.760205813582 -8322.3044434883759 53184.218439341399 13288.150605332827 -5236.4347185857869 -47765.054442921617 -37327.477093596957 -140127.80874015301 115087.34426067947 172013.23909505209 21992.15831124442 431289.60480213998 84576.797326035507 2710.3166603997906 86955.4868993501 -10248.153828028389 -3891.5617646106921 65837.097702867351 11383.044591386293 -64023.726567921512 11120.275466181567 -5724.8293846530296 2474.1554480773175 24227.340559615215
leaf_weight=3938 6707 3860930 275 179 201 4772 805 3312 590 934 5221 1938 804 150 109 48 84 23 938 6988 458 26680 29212 1310 14135 707 6477 65792 16020 14067
leaf_count=3938 6707 3860930 275 179 201 4772 805 3312 590 934 5221 1938 804 150 109 48 84 23 938 6988 458 26680 29212 1310 14135 707 6477 65792 16020 14067
internal_value=0 29.7907 16639 54840.5 -7697.79 3753.8 9802.34 -21957 22216.4 44905.1 6173.98 -27589.1 -18423.3 -53491.1 14914.3 55296.7 129185 256004 69249.9 -33.1619 2809.15 -928.959 3841.1 18045.1 13754.9 -7283.83 -6073.97 -117.166 10772.3 17086
internal_weight=0 4.0581e+06 15323 2326 15705 8710 12997 6995 791 2147 12037 6204 4266 954 6816 960 155 71 1213 4.04278e+06 116054 78979 45115 15903 14593 33864 33157 3.92672e+06 37075 21055
internal_count=4073804 4058099 15323 2326 15705 8710 12997 6995 791 2147 12037 6204 4266 954 6816 960 155 71 1213 4042776 116054 78979 45115 15903 14593 33864 33157 3926722 37075 21055
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=3 4 0 1 2 6 4 1 4 4 1 0 1 0 0 1 0 0 1 1 1 0 0 6 6 1 6 6 4 1
split_gain=8.96001e+13 1.68721e+14 2.84632e+14 4.70923e+14 2.55724e+14 2.34757e+14 2.17223e+14 2.09124e+14 2.30948e+14 1.25872e+14 2.05965e+14 1.70734e+14 2.76082e+14 2.59855e+14 2.44678e+14 2.79657e+14 2.38087e+14 2.33444e+14 2.41307e+14 1.52995e+14 1.76262e+14 1.62466e+14 2.89472e+14 2.48539e+14 1.4635e+14 1.34442e+14 3.53715e+14 1.18909e+14 1.18383e+14 2.67391e+14
threshold=25.500000000000004 32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 41.005000000000003 34.500000000000007 37.374856000000008 33.500000000000007 33.500000000000007 37.858952300000006 55.743464250000009 37.425454150000007 55.676890650000011 55.749683450000006 37.71815560000001 55.759969450000007 55.667390500000003 37.843405600000004 37.755233900000007 37.475446350000006 55.768246800000007 55.801384500000005 71.715000000000018 76.00500000000001 37.631035900000008 95.045000000000016 46.805000000000007 27.500000000000004 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -4 -3 8 -7 10 11 12 -9 17 -13 16 -16 -14 24 20 -11 -22 23 -23 -19 26 -15 -24 -1 -30
right_child=-2 2 5 4 -6 7 -8 9 -10 19 -12 14 13 25 15 -17 -18 18 -20 -21 21 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-18.975702559198378 9849.5170874793057 -30511.781031821967 9503.971696365179 166390.88870491053 21773.814555485427 157482.37123091603 156239.66169720818 -306508.52805851068 -33320.682805354423 -33084.584989107578 5442.3725143667371 105335.25903921275 -186975.50905330884 -255097.40652145131 -240492.06131552422 44531.313400498431 -42087.964502382747 45928.661739248608 -46632.95879816424 -33753.230931367536 97103.839727319413 -61887.818089313274 -34603.883050081626 -440907.69928977278 240971.43896276597 -76697.234452657241 140253.68137555805 78757.214616756377 -5693.194369484052 21144.281100992259
leaf_weight=4036790 9215 741 2667 303 205 131 68 47 123 494 1040 130 68 118 62 385 2472 212 342 1265 329 81 134 22 47 1023 28 299 6831 8132
leaf_count=4036790 9215 741 2667 303 205 131 68 47 123 494 1040 130 68 118 62 385 2472 212 342 1265 329 81 134 22 47 1023 28 299 6831 8132
internal_value=0 -22.3303 -11469.1 32570.3 108032 -16504.3 -14814.5 -24340.2 65085.6 -26982 -35000.9 -43525.7 -67184 -61064.2 -28899.3 -34877.5 -46942.4 -11360.6 8509.25 -8725.55 14571 41787 7833.22 -142844 81322.5 -89508.7 -179277 43675.5 13.9333 8892.27
internal_weight=0 4.06459e+06 12836 1317 508 11519 809 8852 254 8598 5974 4934 1885 1838 3049 2919 2534 669 601 2624 1359 865 536 103 259 1169 146 433 4.05175e+06 14963
internal_count=4073804 4064589 12836 1317 508 11519 809 8852 254 8598 5974 4934 1885 1838 3049 2919 2534 669 601 2624 1359 865 536 103 259 1169 146 433 4051753 14963
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=0 0 0 1 6 1 1 6 0 1 4 0 2 0 2 6 1 1 0 1 7 6 0 6 0 1 1 4 2 1
split_gain=8.89143e+13 1.17763e+15 6.9893e+14 7.58747e+14 5.18285e+14 4.28271e+14 4.1626e+14 5.19551e+14 3.92077e+14 6.40613e+14 6.16569e+14 3.98776e+14 6.64998e+14 5.44668e+14 5.65716e+14 4.63213e+14 4.49676e+14 4.29753e+14 3.95019e+14 4.00174e+14 5.27816e+14 5.63241e+14 3.83883e+14 3.83842e+14 3.81133e+14 8.943e+14 6.11422e+14 5.21525e+14 8.28194e+14 5.80437e+14
threshold=57.174562350000009 57.15297970000001 57.57007620000001 65.593879100000024 112.00500000000001 65.593879100000024 65.493200550000012 84.810000000000016 57.634352600000007 39.908802000000009 11.500000000000002 59.825842200000004 4137.5000000000009 58.08467765000001 5719.5000000000009 83.010000000000005 56.128886000000001 43.047633000000012 57.60122925000001 39.843340650000009 6.0000000000000009 47.005000000000003 57.978821400000008 90.045000000000016 57.670849000000011 39.908802000000009 33.882313700000005 10.500000000000002 3338.0000000000005 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 10 18 12 24 14 16 -16 17 -14 -4 -20 21 -21 -18 -11 25 -10 27 -26 29 -29
right_child=2 5 8 -5 -6 -7 7 -9 11 23 -12 -13 13 -15 15 -17 22 -19 19 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=72.803512415301356 -22048.949923686116 5033.7746739501963 8466.3515965337119 14403.727758076762 -186967.16345926921 -11020.187451939426 33984.929879712552 91886.895507306224 38333.950007476837 -8552.759068770838 -10908.999446266862 766.44235310763338 23296.839269862001 -15599.12352025602 -4703.2139400651085 -91665.545742386486 1696.0229912412715 -16789.890720942298 214.78671520954251 30098.432873379417 17284.314381871609 95085.827478106308 30883.625383122115 -94104.615974287561 4726.505779560679 -13553.075369850369 -22997.379719131037 -9367.5429893688979 60124.435455522129 -52192.59837152277
leaf_weight=3453770 25402 3375 6253 6750 192 2378 7504 1953 4971 6307 5192 392087 4310 13063 15335 638 6225 7047 2042 2273 3227 3227 16319 572 22545 10012 36573 7695 1191 5376
leaf_count=3453770 25402 3375 6253 6750 192 2378 7504 1953 4971 6307 5192 392087 4310 13063 15335 638 6225 7047 2042 2273 3227 3227 16319 572 22545 10012 36573 7695 1191 5376
internal_value=0 195.074 -1118.85 -15420.5 -23286.1 27959.3 35182.9 45942.5 -310.836 10999.3 19256.8 -916.38 -5277.34 2578.15 7339.14 -8176.7 14649.7 -1576.91 28457.9 40066 49390.6 68228.3 22824.1 -15666.5 -10872.4 3661.8 -13840.1 -4741.04 -19707.1 -26981.2
internal_weight=0 3.46898e+06 604824 32344 25594 15210 12832 9457 572480 29093 22214 543387 151300 62937 49874 15973 33901 11357 17022 10769 8727 5500 22544 6879 88363 14983 73380 36807 14262 13071
internal_count=4073804 3468980 604824 32344 25594 15210 12832 9457 572480 29093 22214 543387 151300 62937 49874 15973 33901 11357 17022 10769 8727 5500 22544 6879 88363 14983 73380 36807 14262 13071
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 6 4 0 0 1 7 6 0 0 0 1 0 6 1 6 4 4 7 6 3 1 0 1 4 6
split_gain=8.64547e+13 9.09274e+14 1.06075e+15 1.01845e+15 1.81814e+15 6.67436e+14 9.00146e+14 7.13381e+14 2.41177e+15 9.09306e+14 8.03436e+14 6.09796e+14 6.05681e+14 5.79665e+14 2.00824e+15 7.50049e+14 6.9367e+14 5.01673e+14 4.92501e+14 4.67153e+14 4.26485e+14 3.98748e+14 4.80252e+14 3.92142e+14 3.39614e+14 3.30664e+14 6.1749e+14 5.79961e+14 1.88678e+15 6.60752e+14
threshold=82.941727000000014 82.901648750000021 54.988402950000008 82.918694400000007 55.026775150000006 60.910000000000004 23.500000000000004 55.102137100000007 55.111813300000001 82.911604200000014 6.0000000000000009 114.05000000000001 55.043091000000011 55.029726000000004 55.034466500000008 82.92647190000001 55.055052800000006 112.00500000000001 82.93515810000001 138.05000000000004 12.500000000000002 25.500000000000004 6.0000000000000009 40.905000000000008 24.500000000000004 82.963919600000011 55.102137100000007 82.966990000000024 23.500000000000004 112.00500000000001
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 5 11 21 7 9 -9 -7 12 -5 17 15 18 19 -16 -11 24 -6 -13 22 -4 -18 -15 26 -2 28 29 -27
right_child=25 2 3 4 13 6 -8 8 -10 10 -12 20 -14 14 16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-63.965107527483966 -3678.9066091593022 -11258.167704558207 10680.528438528665 82863.855415314392 -36853.353773884664 34925.063533401488 -622.65111544236936 499112.505 -9478.4911633613792 101246.97443533724 220703.26011202831 128155.48941960122 30547.929917511305 154920.71382486619 16471.867311439029 32159.962864255995 8379.1684384359414 277855.84002899489 -27241.633828187601 -144486.16006349886 -75555.422976013317 -53080.998039623191 46330.042157558339 -24675.452284629693 536032.10416666674 9278.1945689742897 -30363.748455123903 -729.92113254098899 238723.83242719687 172523.73425312503
leaf_weight=3218612 112196 19020 15084 3579 5082 6720 3188 155 234 941 477 134 1251 908 12738 1611 5193 194 156 438 441 784 5042 11620 24 30165 9398 607802 367 250
leaf_count=3218612 112196 19020 15084 3579 5082 6720 3188 155 234 941 477 134 1251 908 12738 1611 5193 194 156 438 441 784 5042 11620 24 30165 9398 607802 367 250
internal_value=0 220.648 9861.96 15148 4711.97 27989.7 45632.5 60420.1 193173 55031.3 102224 67506.7 78538.5 -2194.28 3782.3 -27873.2 -1130.15 131434 137209 -45393.8 -28081.9 16886 19611.5 -14465.9 164735 -961.808 -5741.38 -51.721 13339.6 10620
internal_weight=0 3.31363e+06 95014 75994 41924 34070 13160 9972 389 9583 2863 4154 2386 37770 30639 7131 29551 1135 1088 5520 575 20910 20126 16813 932 760178 121594 638584 30782 30415
internal_count=4073804 3313626 95014 75994 41924 34070 13160 9972 389 9583 2863 4154 2386 37770 30639 7131 29551 1135 1088 5520 575 20910 20126 16813 932 760178 121594 638584 30782 30415
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=6 6 1 4 0 1 0 0 5 0 2 1 1 1 0 0 0 0 4 6 6 4 1 1 0 6 0 0 4 5
split_gain=9.14059e+13 6.67658e+14 3.69191e+14 5.08209e+14 3.16981e+14 2.49789e+14 2.96334e+14 2.60959e+14 2.47486e+14 3.3626e+14 3.77141e+14 2.83771e+14 6.09388e+14 6.24931e+14 5.52026e+14 4.29988e+14 6.9946e+14 5.16501e+14 4.21727e+14 4.15469e+14 3.81711e+14 3.83356e+14 3.63361e+14 5.27826e+14 5.05877e+14 4.7362e+14 7.714e+14 6.64753e+14 6.09941e+14 4.65467e+14
threshold=87.015000000000015 82.00500000000001 38.166910000000009 9.5000000000000018 55.568628050000008 37.897576350000001 55.850146250000009 59.838047850000002 1.5000000000000002 55.193450100000007 2343.5000000000005 37.897576350000001 38.927872750000006 38.965413050000002 60.042359000000012 45.053967500000006 45.109778000000006 45.177967300000006 12.500000000000002 156.15000000000003 110.01500000000001 17.500000000000004 37.563506350000004 37.425454150000007 55.667390500000003 118.04500000000002 55.850146250000009 56.020150250000007 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 -1 4 -4 -3 6 -6 -8 9 10 -2 14 15 -14 22 18 -17 19 -13 -18 21 -19 23 -10 -25 27 -27 -26 29 -28
right_child=8 2 3 -5 5 -7 7 -9 11 -11 -12 12 13 -15 -16 16 17 20 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-75.963098206134461 202742.21965460526 -20469.233809065867 27591.821660038189 7280.155277651822 24352.883177786138 -34852.586044296986 -19879.774675655732 9300.2578632846107 6211.2836693304653 -60949.512523480356 -6857.1242135233088 -26705.860812233663 30341.143153762489 -3163.8957180782563 -33554.7079598294 -136160.10088256485 76965.405470932266 -7723.3234116012554 59825.766902982774 537465.23153409094 -79271.192611836566 -84307.209248675732 20627.171501219666 -46432.677043004049 37643.808627787483 -550909.13604910718 -278300.60953379067 -96309.731590440555 136779.64448014018 43260.636372568915
leaf_weight=3707216 95 6284 17394 42214 7108 1469 4706 8788 47565 1595 891 1375 5736 188806 3727 694 179 3741 954 22 1502 792 13556 4026 2601 35 123 432 107 71
leaf_count=3707216 95 6284 17394 42214 7108 1469 4706 8788 47565 1595 891 1375 5736 188806 3727 694 179 3741 954 22 1502 792 13556 4026 2601 35 123 432 107 71
internal_value=0 128.346 8738.97 13207.2 -654.219 4987.46 7828.21 -876.208 -1748.21 -32570.2 13337.5 -1460.02 -3368.95 -2176.01 3925.16 -28434 -40926.9 -30328.5 8739.04 127368 -35580.7 -21104 5963.91 2347.19 -22506.8 6084.85 -106565 18564.4 -54897.2 -160616
internal_weight=0 3.79518e+06 87963 59608 28355 22071 20602 13494 278625 2581 986 276044 203801 194542 72243 9259 6930 6236 2329 201 6035 4533 68516 54960 7395 3369 336 3033 301 194
internal_count=4073804 3795179 87963 59608 28355 22071 20602 13494 278625 2581 986 276044 203801 194542 72243 9259 6930 6236 2329 201 6035 4533 68516 54960 7395 3369 336 3033 301 194
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=6 0 0 5 2 1 1 5 5 1 5 0 0 1 4 0 0 1 0 4 0 5 0 3 0 1 4 6 1 4
split_gain=9.44315e+13 4.85924e+14 2.69858e+14 2.79252e+14 4.25407e+14 3.31871e+14 2.60639e+14 2.70625e+14 2.19701e+14 2.1418e+14 1.57471e+14 1.56049e+14 1.62149e+14 2.72953e+14 1.93772e+14 2.51295e+14 1.86245e+14 1.77075e+14 2.07301e+14 1.7814e+14 1.53294e+14 1.86006e+14 1.7505e+14 1.66702e+14 2.20351e+14 1.53026e+14 2.02053e+14 1.52421e+14 1.3836e+14 1.36213e+14
threshold=189.00000000000003 57.634352600000007 45.036141150000006 3.5000000000000004 75.000000000000014 38.066230450000006 47.386825600000002 2.5000000000000004 4.5000000000000009 39.803839700000005 5.5000000000000009 45.063245050000006 56.685611200000004 60.516422150000004 4.5000000000000009 55.840017500000009 54.916864950000011 44.064675150000006 45.109778000000006 5.5000000000000009 46.323575350000006 2.5000000000000004 54.973017600000006 9.5000000000000018 55.812023600000011 83.754481100000007 7.5000000000000009 88.00500000000001 83.086354900000018 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=8 2 6 20 -5 -6 7 -2 -1 -9 -3 29 14 -14 15 16 -13 18 -16 -20 -4 22 -22 -23 -25 26 28 -10 -19 -7
right_child=1 10 3 4 5 11 -8 9 27 -11 -12 12 13 -15 17 -17 -18 25 19 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=19.921358977867254 48804.97892306633 -94750.844887883111 72849.073188080671 -340014.80267857143 146466.28787997161 73320.154540094343 75437.860466211801 -27840.51146086599 15655.17762227124 -136311.06668169072 30658.880723916332 8915.7054845861476 -69316.542451054222 134126.59136563595 -44247.338228849083 -106611.35010653408 144444.84157911976 -56197.683353970933 -70128.264378255219 199270.43546296295 74264.573472476186 -100013.10614346591 -21731.022448688524 -59489.646406250009 299426.00721153844 90748.854760082351 12772.966438345213 -18205.585261150434 -307536.23260869569 250150.77255208336
leaf_weight=4055554 241 520 222 28 330 159 227 437 1531 312 124 148 83 321 82 66 322 459 30 135 282 352 582 50 26 148 855 10095 23 60
leaf_count=4055554 241 520 222 28 330 159 227 437 1531 312 124 148 83 321 82 66 322 459 30 135 282 352 582 50 26 148 855 10095 23 60
internal_value=0 11930.1 20818.4 31556.3 48085.3 51459.1 -21207 -43367 -19.43 -73024.5 -70603.6 40614.2 33962.9 92330.1 23565.9 76109 101768 7305.44 85706 150289 -3914.38 -17104.4 9600.87 -71014.1 63297.3 -5734.92 -16415.2 -13746.5 -68191 121767
internal_weight=0 6624 5980 4763 3249 3221 1217 990 4.06718e+06 749 644 2891 2672 404 2268 536 470 1732 247 165 1514 1292 864 428 76 1485 1337 11626 482 219
internal_count=4073804 6624 5980 4763 3249 3221 1217 990 4067180 749 644 2891 2672 404 2268 536 470 1732 247 165 1514 1292 864 428 76 1485 1337 11626 482 219
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=4 6 6 7 6 5 1 2 1 0 4 1 1 4 5 1 1 1 4 5 0 0 6 5 0 0 0 4 1 0
split_gain=8.81641e+13 2.90282e+14 3.30673e+14 2.89185e+14 8.48124e+14 6.15687e+14 5.5863e+14 5.3816e+14 4.64075e+14 8.28566e+14 4.46042e+14 1.11029e+15 1.09667e+15 8.06903e+14 5.23275e+14 4.90061e+14 1.16687e+15 9.26164e+14 8.90043e+14 5.32935e+14 5.26832e+14 1.65746e+15 7.53538e+14 7.41121e+14 6.95408e+14 5.96099e+14 1.15192e+15 8.66482e+14 7.62411e+14 4.88643e+14
threshold=15.500000000000002 15.450000000000001 30.985000000000003 6.0000000000000009 43.905000000000008 1.5000000000000002 83.025426800000005 2691.5000000000005 20.507515800000004 54.707511300000007 7.5000000000000009 63.728898350000001 30.303340300000002 5.5000000000000009 1.5000000000000002 37.740454950000007 37.71815560000001 39.873894000000007 10.500000000000002 1.5000000000000002 55.676890650000011 55.749683450000006 70.50500000000001 3.5000000000000004 55.660117850000006 55.806294650000005 55.850146250000009 13.500000000000002 37.618684050000006 44.249882500000005
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 10 -7 9 -1 11 12 14 -13 -6 16 19 29 -18 -12 22 -22 24 25 -21 27 28 -23 -27 -17
right_child=1 2 -4 4 6 7 -8 -9 -10 -11 15 13 -14 -15 -16 17 18 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-39209.419080824984 58702.919360247492 -10147.629015750781 -475.16517412326067 -3978.4793969756997 128231.39963717936 56286.972163158622 28501.914152125271 4946.141452672141 -284.47316945361814 43813.414480757318 20023.676319419566 35279.726398621475 4800.9550324838847 149043.23785091745 40553.265710698644 100723.45025401167 -140122.01710066415 3640.8080617780624 22176.430521094149 -689.02833179804213 113520.34114853916 -2445.2404953059809 -41692.886317953235 84143.103976455983 -108831.48057382545 35766.055843388567 -2296.7177463733656 -88470.404267907667 219149.50951480266 23387.792911005206
leaf_weight=1542 821 36495 1121382 200397 893 3124 9937 5893 2320870 5453 9707 1755 38674 967 2863 857 1074 224374 493 16401 1285 2951 8082 981 617 562 35520 1941 380 17513
leaf_count=1542 821 36495 1121382 200397 893 3124 9937 5893 2320870 5453 9707 1755 38674 967 2863 857 1074 224374 493 16401 1285 2951 8082 981 617 562 35520 1941 380 17513
internal_value=0 -737.884 -780.031 293.294 2276.33 -2828.31 5105.63 22733.5 -206.959 25511.6 4473.67 13782.9 9811.14 75694.6 61399 3171.28 -3616.78 5408.22 -89060.7 -1909.58 -5007.75 1634.09 -16550.3 -1762.01 -4609.81 -3799.85 597.826 -36577.5 109742 26995.7
internal_weight=0 1.1587e+06 1.15788e+06 2.91511e+06 587241 209414 377827 9017 2.32786e+06 6995 367890 45152 42430 2722 3756 322738 79994 242744 1567 78427 68720 43620 25100 42335 17018 41354 36462 4892 942 18370
internal_count=4073804 1158698 1157877 2915106 587241 209414 377827 9017 2327865 6995 367890 45152 42430 2722 3756 322738 79994 242744 1567 78427 68720 43620 25100 42335 17018 41354 36462 4892 942 18370
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=6 5 6 2 1 1 2 3 4 1 1 0 5 1 1 6 1 4 4 4 0 0 0 0 6 6 1 1 0 0
split_gain=8.65775e+13 3.23866e+14 1.50571e+14 2.05822e+14 1.21667e+14 1.05051e+14 1.03401e+14 9.84274e+13 9.74663e+13 9.29062e+13 1.03764e+14 9.97988e+13 8.91937e+13 3.07592e+14 3.82001e+14 4.22001e+14 3.52728e+14 3.16411e+14 3.5591e+14 4.41069e+14 3.88071e+14 3.61305e+14 5.37789e+14 3.53056e+14 3.14033e+14 2.99722e+14 2.97174e+14 1.00039e+15 1.1854e+15 9.13483e+14
threshold=19.050000000000004 1.5000000000000002 15.450000000000001 75.000000000000014 30.438492500000006 30.323041000000003 75.000000000000014 2.5000000000000004 5.5000000000000009 65.493200550000012 82.991167100000027 43.687280500000007 2.5000000000000004 30.315889700000003 30.345769800000003 69.015000000000015 30.389265100000003 24.500000000000004 6.5000000000000009 11.500000000000002 60.01610465000001 59.91832440000001 59.950512650000007 59.898927250000007 40.490000000000002 59.245000000000012 82.901648750000021 82.918694400000007 55.02095400000001 55.029726000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 11 -11 -8 -2 -14 15 -15 24 18 20 -20 -17 23 -23 -21 -16 -18 -27 28 -28 -30
right_child=12 2 -4 4 8 -7 9 -9 -10 10 -12 -13 13 14 16 17 25 -19 19 21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-85908.663927622372 295.99994817401875 142261.69584644784 -82420.93215314718 40603.151959325398 1194.5429347995594 241973.45651633522 -44450.900120355618 -5167.5184938898346 34474.735384059706 -29180.714979002074 -1597.9762468185693 -2267.7298762089499 -8881.0457265862751 -19278.790995231939 -161152.60211718752 -13539.968262021628 3847.1874063279283 -33558.211019070201 82261.571411188575 43133.844332092769 111306.96738696808 -115763.17653154646 21268.668752947939 178436.39881760173 -15584.121727713247 -2282.2114379414634 -17297.915018663411 392.66878448658736 150787.23343956671 40342.37985536566
leaf_weight=366 3082988 139 141 63 2090 44 598 257 1520 4330 1991 9028 44957 2426 150 2126 139900 771 2189 1143 282 336 1940 232 12332 582874 3594 166826 834 7337
leaf_count=366 3082988 139 141 63 2090 44 598 257 1520 4330 1991 9028 44957 2426 150 2126 139900 771 2189 1143 282 336 1940 232 12332 582874 3594 166826 834 7337
internal_value=0 -6471.69 19078.3 22789.8 18322 123410 -12634.8 -52601.3 15207.3 -11073.5 -20492.7 -4888.29 32.8388 -803.362 -410.893 17745.2 -638.279 27704.2 33430.8 46769.6 1080.81 25490 1039.01 65963.1 -17333.5 -407.086 -1188.7 2380.23 30563.5 51615.3
internal_weight=0 20567 3997 3856 3717 107 16570 623 3610 15947 6321 9626 4.05324e+06 970249 925292 11445 913847 9019 8248 5840 2408 3651 2276 1375 12482 901365 761465 178591 11765 8171
internal_count=4073804 20567 3997 3856 3717 107 16570 623 3610 15947 6321 9626 4053237 970249 925292 11445 913847 9019 8248 5840 2408 3651 2276 1375 12482 901365 761465 178591 11765 8171
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 6 0 1 1 0 1 0 0 7 0 4 0 6 0 0 4 1 0 2 0 1 6 6
split_gain=9.38911e+13 1.37924e+15 1.37085e+15 1.19702e+15 1.5513e+15 1.57283e+15 9.96709e+14 8.83765e+14 8.35752e+14 7.61679e+14 1.12285e+15 9.55719e+14 8.2572e+14 7.54935e+14 7.51995e+14 7.10552e+14 6.99755e+14 7.15311e+14 7.80932e+14 8.65445e+14 6.60595e+14 7.57141e+14 6.59051e+14 6.46674e+14 9.22329e+14 1.24541e+15 1.06297e+15 9.28031e+14 7.69279e+14 6.42911e+14
threshold=50.298521650000005 49.030112300000006 45.71452080000001 43.932356550000009 56.288960650000007 56.342669500000007 55.90712030000001 64.015000000000015 56.818587550000011 56.240615550000008 60.307188350000011 53.506098950000009 60.66055595000001 56.309668500000008 55.768246800000007 6.0000000000000009 56.858606850000008 23.500000000000004 56.818587550000011 64.805000000000021 57.670849000000011 58.08467765000001 7.5000000000000009 49.195555600000006 53.310923100000004 3062.5000000000005 53.175387700000009 50.136929700000003 60.005000000000003 116.05000000000001
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 -5 7 8 -6 14 11 20 -8 16 -9 29 23 17 18 -12 -20 -11 -22 -15 -3 26 -26 -25 28 -28 -2
right_child=6 15 -4 4 5 -7 9 13 -10 10 12 -13 -14 22 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-133.82163841426402 -10035.960502588136 21221.218890269738 -10407.598501080485 3440.6155449271846 29602.077058727558 -39574.765513571612 -31428.526678485909 26025.010680727253 1235.0269187171464 -23745.241873237515 8793.7115817960985 14266.782060868785 -505.66208465177374 149302.86646568176 -37480.374088942815 -1348.0655032737068 -3298.8950448359315 -5215.9624566024049 18924.870182761504 57258.297068877429 9348.1285217947643 -23050.986632278808 67805.828220623327 -16323.978587103002 6215.7909187359846 -36078.676661163954 35899.86799481832 19530.298287426504 122328.48735577759 -111009.62607352779
leaf_weight=2101197 73879 53727 125951 56501 14182 2567 4956 2125 53030 31169 41111 59862 1202082 1614 12415 48358 37723 17209 19603 8419 18849 11684 2576 6944 28867 9175 2603 23086 1704 636
leaf_count=2101197 73879 53727 125951 56501 14182 2567 4956 2125 53030 31169 41111 59862 1202082 1614 12415 48358 37723 17209 19603 8419 18849 11684 2576 6944 28867 9175 2603 23086 1704 636
internal_value=0 384.628 -263.778 322.083 12361.9 34216.7 -599.217 43458.2 -8658.72 177.291 -317.566 10772.9 295.976 74575.7 -14694.2 8957.66 8063.15 13027.2 17568.5 30441.9 -13504.3 -3049.97 99198.7 12909.6 6739.9 -3984.82 18621.8 27480.4 70094.1 -10897.8
internal_weight=0 2.48118e+06 2.30671e+06 2.18076e+06 79565 23064 1.59263e+06 20497 139960 1.45267e+06 1.38785e+06 64818 1.32615e+06 6315 86930 174464 124065 86342 69133 28022 61702 30533 4190 126106 72379 38042 34337 27393 4307 74515
internal_count=4073804 2481177 2306713 2180762 79565 23064 1592627 20497 139960 1452667 1387849 64818 1326147 6315 86930 174464 124065 86342 69133 28022 61702 30533 4190 126106 72379 38042 34337 27393 4307 74515
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=6 2 7 0 6 0 1 6 6 5 4 0 0 5 4 0 0 6 0 5 4 0 1 5 6 0 4 0 0 0
split_gain=9.82813e+13 2.26564e+14 3.23363e+14 5.80736e+14 7.6012e+14 7.03187e+14 5.30232e+14 3.62641e+14 3.30994e+14 8.08427e+14 2.90804e+14 2.22182e+14 2.25402e+14 2.10056e+14 2.09588e+14 2.46288e+14 2.04181e+14 1.83938e+14 4.15438e+14 2.44871e+14 2.98457e+14 2.36214e+14 2.30524e+14 4.73415e+14 6.3123e+14 4.51276e+14 5.68296e+14 4.51192e+14 3.13221e+14 3.78286e+14
threshold=100.05000000000001 75.000000000000014 6.0000000000000009 55.667390500000003 116.05000000000001 55.834019500000004 37.755233900000007 103.03500000000001 247.90000000000001 3.5000000000000004 17.500000000000004 55.768246800000007 55.728148450000006 2.5000000000000004 20.500000000000004 55.539595350000006 55.696737300000009 189.00000000000003 57.978821400000008 4.5000000000000009 3.5000000000000004 45.036141150000006 30.242318500000007 3.5000000000000004 130.05000000000004 60.042359000000012 8.5000000000000018 54.724612400000005 59.848366150000011 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -2 9 -6 16 12 -11 -5 -9 -16 -4 19 21 20 -3 -19 23 25 27 26 28 -25 29 -22
right_child=1 17 10 4 5 -7 -8 14 -10 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=84.654772916601061 -18370.239683299729 -28634.28392455724 -28953.381712680806 -278397.66352163459 -800888.63970170461 -852.95557660914187 39302.349671052631 128418.61407760261 -130188.38130716463 -108574.84568452381 107979.86091497951 13833.287202380954 -522983.54035714292 10525.850857489311 -213440.74756097561 68182.496581649786 88490.529931640631 -18782.196639946946 -69460.922080912205 -21519.337229135494 96167.716667596731 30632.731275760045 -3223.9494473080058 -230515.97402343751 59877.368959717329 -128966.50870936242 8980.3571681675749 -47776.014819103424 165978.72851084964 -41662.293145354408
leaf_weight=3956282 465 4432 409 26 44 134 38 508 41 21 664 21 35 782 41 128 232 1217 562 7938 840 4716 90249 172 461 155 1891 630 409 261
leaf_count=3956282 465 4432 409 26 44 134 38 508 41 21 664 21 35 782 41 128 232 1217 562 7938 840 4716 90249 172 461 155 1891 630 409 261
internal_value=0 -2849.83 21888.7 -800.336 -51224.8 -178119 -296887 49624.2 -375746 -458951 61598.8 -263558 -367580 1228.81 96326.4 -140.302 13553.6 -3629.12 12712.7 -4617.04 -3268.59 20496.5 -2086.06 19223.9 -33368.3 37903.4 45508.4 -86967.1 91253.2 63494.1
internal_weight=0 117522 3589 2284 1142 334 200 1142 162 121 1305 77 56 808 677 169 641 113933 6495 107438 99500 5933 95068 4819 1263 3556 3401 802 1510 1101
internal_count=4073804 117522 3589 2284 1142 334 200 1142 162 121 1305 77 56 808 677 169 641 113933 6495 107438 99500 5933 95068 4819 1263 3556 3401 802 1510 1101
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 1 0 1 7 6 1 4 1 6 4 0 6 1 4 0 1 0 1 4 0 4 1 4 0
split_gain=9.16415e+13 6.40636e+14 6.00713e+14 6.62723e+14 4.89239e+14 7.92556e+14 4.75958e+14 4.71179e+14 9.21304e+14 5.64495e+14 5.66866e+14 5.04493e+14 4.43236e+14 4.27447e+14 4.12694e+14 3.77768e+14 3.62019e+14 5.70087e+14 5.14536e+14 4.954e+14 4.07886e+14 5.54275e+14 4.62013e+14 5.08964e+14 3.7033e+14 3.50671e+14 4.21861e+14 4.63456e+14 8.74731e+14 4.4298e+14
threshold=45.085557650000005 46.323575350000006 47.267650700000011 51.567244500000008 36.865631950000008 39.689978950000004 40.377616600000003 47.207933300000008 39.231261550000006 6.0000000000000009 77.565000000000012 39.689978950000004 8.5000000000000018 39.105193450000009 59.815000000000005 7.5000000000000009 47.319699650000011 112.00500000000001 40.024897700000004 10.500000000000002 48.179569850000007 40.377616600000003 50.556058150000005 56.805602900000004 9.5000000000000018 45.015054600000006 16.500000000000004 38.965413050000002 18.500000000000004 45.082176650000008
decision_type=2 2 2 2 2 2 2 2 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 6 7 4 -4 -6 13 12 -9 10 -10 -12 -3 14 -2 -15 17 19 -18 -7 21 -20 24 -24 -22 -1 -27 -28 -29 -30
right_child=1 2 3 -5 5 16 -8 8 9 -11 11 -13 -14 15 -16 -17 18 -19 20 -21 22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-1150.298933361265 -3836.8265010533951 6786.2185651890904 5399.7565344991162 82.245659945964803 -26651.314186038941 8789.2805632891177 -31959.612031283283 -37571.964987006104 14425.586168718823 -4224.2424193417128 -2623.8621446421043 62577.938602575945 -16827.636838487364 4504.5410108115939 -19955.351162906256 62484.010441520804 -69674.075047473583 -132193.80706878664 -9106.5275932430541 -15136.499074730507 -200.35041204917982 -53560.691157489469 -1566.4451263720528 -47867.375398743694 37883.224479388213 1313.7359675069183 28409.981455333927 21313.560873808572 -7926.4158993909432 28308.024563095587
leaf_weight=272281 63177 19187 24556 3234616 23028 29581 7739 3702 57771 14664 1589 4687 13571 4032 21220 1558 1523 320 7724 12233 10191 4404 6358 3789 3407 157609 12152 24249 29069 3817
leaf_count=272281 63177 19187 24556 3234616 23028 29581 7739 3702 57771 14664 1589 4687 13571 4032 21220 1558 1523 320 7724 12233 10191 4404 6358 3789 3407 157609 12152 24249 29069 3817
internal_value=0 -177.238 47.201 -196.091 -7278.8 -10314.5 -8162.36 7148.65 11181.2 13474.2 17526.4 46069.7 -2996.54 -6115.76 -7889.52 20664.1 -5584.15 772.034 -12745.6 1789.61 -10328.7 -25249 -2708.05 -18855.7 9341.55 1269.21 4172.69 10676 6904.2 -3720.77
internal_weight=0 3.57463e+06 3.4769e+06 3.36173e+06 127114 102558 97726 115171 82413 78711 64047 6276 32758 89987 84397 5590 79530 42134 37396 41814 35873 12128 23745 10147 13598 499177 226896 69287 57135 32886
internal_count=4073804 3574627 3476901 3361730 127114 102558 97726 115171 82413 78711 64047 6276 32758 89987 84397 5590 79530 42134 37396 41814 35873 12128 23745 10147 13598 499177 226896 69287 57135 32886
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=4 1 4 0 0 6 2 1 0 0 1 1 7 4 2 0 1 1 1 0 0 4 6 6 1 0 7 0 0 6
split_gain=9.43873e+13 3.60829e+14 3.95964e+14 3.72836e+14 7.65796e+14 5.02172e+14 4.0334e+14 4.18674e+14 3.51758e+14 6.92529e+14 9.69502e+14 8.87694e+14 3.66747e+14 3.50133e+14 3.48487e+14 4.70911e+14 3.99744e+14 6.45026e+14 4.92634e+14 5.83836e+14 5.47834e+14 7.04323e+14 4.7938e+14 4.20273e+14 8.89973e+14 4.58516e+14 6.23324e+14 4.17846e+14 5.44261e+14 4.32059e+14
threshold=10.500000000000002 37.873748150000004 12.500000000000002 55.043091000000011 55.039488700000007 41.505000000000003 1250.5000000000002 38.166910000000009 56.288960650000007 56.324067350000007 43.80299105000001 38.166910000000009 6.0000000000000009 23.500000000000004 75.000000000000014 55.462387050000011 37.618684050000006 37.631035900000008 37.503969450000007 55.82518790000001 55.685785750000008 2.5000000000000004 93.050000000000011 104.01000000000001 37.586700500000006 55.783232450000007 6.0000000000000009 55.768246800000007 55.749683450000006 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=14 -2 -3 4 6 -5 7 -4 -7 10 11 -10 -12 -13 15 -1 18 27 22 20 -20 -22 -17 25 -25 -23 -27 28 -18 -30
right_child=1 2 3 5 -6 8 -8 -9 9 -11 12 13 -14 -15 -16 16 17 -19 19 -21 21 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-79044.604016984391 1228.9764604257068 -8389.534079341809 33487.086751058254 2001.5052224860019 33733.002447953615 -9224.742544152974 56.723009070809283 203039.20678107443 20542.270530875234 -3325.2324926338715 37155.761381409771 335447.29663194448 -36087.751453379758 117750.79817294034 572.57228739151492 -13399.277739084839 -12092.704268143587 -9360.7194703397599 -343.75744335953209 -25294.158908367855 -448460.83750000159 56666.300697420062 73889.038166361395 105605.62338169644 -767798.29218750005 3043.6376698855984 194637.90581109552 10045.865415425473 -63629.793764642382 -170624.28679753616
leaf_weight=883 623081 85144 801 112481 6917 146502 439721 178 271 106793 2661 225 920 110 2475534 18762 809 28199 7868 3554 30 5584 651 28 20 3688 178 695 807 709
leaf_count=883 623081 85144 801 112481 6917 146502 439721 178 271 106793 2661 225 920 110 2475534 18762 809 28199 7868 3554 30 5584 651 28 20 3688 178 695 807 709
internal_value=0 -622.023 -1899.63 -1223.76 717.662 -3572.67 199.47 64314.7 -6007.76 -1761.09 38133.7 155108 18338.7 263965 372.483 -6462.92 -5567.59 -14064.7 1004.55 11639.2 19184.7 35310.9 -10472.1 36838.9 -258313 38338.1 11865.1 -57987.7 -78324.7 -113669
internal_weight=0 1.5258e+06 902724 817580 447617 369963 440700 979 257482 110980 4187 606 3581 335 2.548e+06 72465 71582 31219 40363 20950 17396 9528 19413 9498 48 9450 3866 3020 2325 1516
internal_count=4073804 1525805 902724 817580 447617 369963 440700 979 257482 110980 4187 606 3581 335 2547999 72465 71582 31219 40363 20950 17396 9528 19413 9498 48 9450 3866 3020 2325 1516
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=0 1 1 4 3 3 6 4 0 1 1 1 1 4 4 1 0 2 1 1 1 1 6 2 0 1 0 1 3 6
split_gain=8.81995e+13 5.14785e+14 3.9836e+14 3.13383e+14 2.48364e+14 3.94545e+14 2.45046e+14 2.25808e+14 2.25225e+14 4.68486e+14 3.51304e+14 8.33849e+14 6.50532e+14 3.97342e+14 3.41754e+14 3.60771e+14 3.01623e+14 8.15131e+14 3.53628e+14 1.24036e+15 3.43183e+14 2.80565e+14 2.49244e+14 2.49188e+14 3.27473e+14 1.05246e+15 3.98592e+14 4.84865e+14 5.45497e+14 3.84287e+14
threshold=43.6005307 39.735861600000007 39.723160900000003 22.500000000000004 4.5000000000000009 7.5000000000000009 47.005000000000003 20.500000000000004 43.687280500000007 39.625203600000013 40.024897700000004 43.047633000000012 39.749243900000003 10.500000000000002 8.5000000000000018 39.718675700000013 44.046956350000009 3999.0000000000005 42.186961750000002 39.723160900000003 39.231261550000006 39.689978950000004 93.050000000000011 11703.500000000002 45.001720900000002 38.109452700000006 45.053967500000006 39.079932600000006 12.500000000000002 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -3 9 -2 12 13 14 22 -11 21 17 18 19 20 -10 -16 -12 24 25 -18 27 28 -26 -27
right_child=8 7 3 4 5 -7 -8 -9 16 10 11 -13 -14 -15 15 -17 23 -19 -20 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=-12239.709704077286 161236.322596554 -126.12774145352637 62675.211220400714 195421.73539299244 -302677.59048076923 -1697.4826734138258 28545.091836608128 62156.856291279313 -86206.771621660722 -23808.891204912197 88900.736244847591 -68557.086533261492 -78917.097160657009 -337272.57500000001 -18923.538641023533 -26445.238203800312 2134.3121453429867 -34139.829678590031 15730.551283107865 280381.04765452159 46970.587392293368 45891.204058038042 306997.27795758931 21713.059515170738 6025.720246543875 -15513.448131493446 -128.83921218401983 -3924.0095600466616 26794.493333898881 -82772.698191157891
leaf_weight=2667 155 69772 2979 33 65 132 3291 587 211 7960 815 502 1566 21 914 1851 76730 2936 10578 226 2332 2480 56 5243 76125 47339 3701862 38345 15166 865
leaf_count=2667 155 69772 2979 33 65 132 3291 587 211 7960 815 502 1566 21 914 1851 76730 2936 10578 226 2332 2480 56 5243 76125 47339 3701862 38345 15166 865
internal_value=0 3297.6 25587.3 53992 -58474.8 -101006 10288.5 393.495 -65.6551 -11789.2 -13448.3 34539.1 -17977.1 92559.7 -10750.1 9068.43 -17.558 13564.8 24058.6 55872.8 35920.5 28436.7 102923 -73.3831 -102.254 -5140.5 62.0285 5512.41 9476 -16720.4
internal_weight=0 79526 9167 3209 230 197 5958 70359 3.99428e+06 16320 16165 1394 14771 892 13205 5245 3.97796e+06 16283 13347 2769 2543 3394 871 3.96168e+06 3.95643e+06 124934 3.8315e+06 129636 91291 48204
internal_count=4073804 79526 9167 3209 230 197 5958 70359 3994278 16320 16165 1394 14771 892 13205 5245 3977958 16283 13347 2769 2543 3394 871 3961675 3956432 124934 3831498 129636 91291 48204
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=4 4 3 6 0 7 2 6 2 5 0 0 0 1 6 6 1 2 6 1 4 6 7 1 0 4 6 6 0 2
split_gain=9.15602e+13 2.67329e+14 3.44149e+14 3.30517e+14 2.99548e+14 4.24958e+14 6.44222e+14 4.53399e+14 3.92183e+14 2.96077e+14 2.80597e+14 3.0074e+14 2.92822e+14 5.7278e+14 2.65238e+14 2.60832e+14 6.83307e+14 2.46945e+14 2.65533e+14 2.43764e+14 4.99531e+14 4.55134e+14 4.92407e+14 4.90556e+14 7.14599e+14 6.9721e+14 4.7971e+14 4.51772e+14 3.94719e+14 3.46516e+14
threshold=15.500000000000002 14.500000000000002 14.500000000000002 59.815000000000005 55.749683450000006 6.0000000000000009 75.000000000000014 69.605000000000004 75.000000000000014 4.5000000000000009 55.783232450000007 56.020150250000007 55.988910100000005 37.858952300000006 168.45000000000002 98.020000000000024 61.381045500000006 9907.0000000000018 74.615000000000009 30.277905650000005 21.500000000000004 33.305000000000007 6.0000000000000009 30.084656550000002 60.034792100000011 19.500000000000004 68.00500000000001 46.010000000000012 60.064438250000002 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -6 -10 -8 12 -12 -14 -11 17 -17 -3 -19 20 21 -2 -23 -24 26 -26 29 -27 -22 -25
right_child=19 4 3 -5 5 6 10 -9 9 14 11 -13 13 -15 -16 16 -18 18 -20 -21 28 22 23 24 25 27 -28 -29 -30 -31
leaf_value=175.77646978366215 35539.305229784273 17169.588211581078 26504.026483585862 -207396.10058467742 82801.756617382809 -38929.223145276075 -82250.07578263781 -148788.11834979479 9532.7914873679892 -273191.49591301306 25176.179718062791 -5105.7507399970245 412377.73407738097 45894.72724905303 120392.81141304348 13640.978817384417 -111434.00914465683 -6753.8107874716488 -210838.4523548244 -445.22866416111583 4682.2114767140283 -9680.0064230596272 -6828.0499748731254 -69760.690706994792 -48017.551904607222 -37633.30726430608 -156011.87150875144 158437.65671015787 -70567.163600434971 71703.71425083706
leaf_weight=2859317 1515 28549 99 155 750 1811 431 474 10645 67 675 9367 63 132 23 1674 591 186 97 1109097 23923 14547 3025 3562 944 174 649 362 718 182
leaf_count=2859317 1515 28549 99 155 750 1811 431 474 10645 67 675 9367 63 132 23 1674 591 186 97 1109097 23923 14547 3025 3562 944 174 649 362 718 182
internal_value=0 298.89 165.437 -116230 7170.57 -1114.12 -13531.2 -61718.3 12890.1 8005.75 -3209.93 117.833 56358.4 164297 -172609 13681.2 -18994.5 16248.2 -76705.1 -751.961 -7610.61 -17581.7 -21014.4 -39544.4 -56395.6 3701.13 -76642.2 94787.8 2489.56 -62883.9
internal_weight=0 2.91511e+06 2.85957e+06 254 55535 24438 12953 2285 11485 10735 10668 10237 870 195 90 31097 2265 28832 283 1.1587e+06 49601 24960 23445 8898 5873 1480 4393 536 24641 3744
internal_count=4073804 2915106 2859571 254 55535 24438 12953 2285 11485 10735 10668 10237 870 195 90 31097 2265 28832 283 1158698 49601 24960 23445 8898 5873 1480 4393 536 24641 3744
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 7 7 0 0 6 4 0 0 1 0 6 4 6 6 1 4 6 1 3 7 7 6 3
split_gain=8.4365e+13 6.98736e+14 8.30708e+14 6.61842e+14 1.47359e+15 6.0154e+14 1.30302e+15 8.05764e+14 6.43143e+14 5.84683e+14 2.35988e+15 4.89055e+14 4.7544e+14 4.72145e+14 1.62489e+15 6.08503e+14 5.52602e+14 4.30667e+14 4.26531e+14 5.11853e+14 5.75138e+14 3.98379e+14 3.94456e+14 3.7386e+14 3.42304e+14 3.28393e+14 3.1713e+14 2.96952e+14 2.88119e+14 4.26724e+14
threshold=82.941727000000014 82.901648750000021 54.980317700000008 82.918694400000007 55.026775150000006 55.018166200000003 55.029726000000004 6.0000000000000009 6.0000000000000009 55.102137100000007 55.111813300000001 110.01500000000001 25.500000000000004 55.029726000000004 55.034466500000008 82.92647190000001 55.046782850000007 104.01000000000001 6.5000000000000009 116.05000000000001 112.00500000000001 82.93515810000001 12.500000000000002 138.05000000000004 82.906746050000024 18.500000000000004 6.0000000000000009 6.0000000000000009 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 28 -3 5 11 12 8 9 17 25 -11 27 -4 15 21 23 18 -7 -16 20 -20 -15 -13 -6 -9 -8 -18 -5 -1 -30
right_child=-2 2 3 4 13 6 7 24 -10 10 -12 22 -14 14 16 -17 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=422.57448208723355 -950.11254854942661 -11599.377123826205 8067.7569429241239 58871.006452560279 -33117.959058893488 89069.662952852785 15771.55328369205 22423.156089762466 415788.32413194445 423938.75648757315 -34028.050203326849 125258.64972154773 -80005.22533496542 148366.43686308636 -7677.7817561428019 29095.492139754482 -828.40121405805735 271633.04436422413 37858.200062257769 150920.10526123046 -146561.24829545454 -24293.860146233976 -60301.596523283413 -129405.3642622717 76062.639847272992 -51098.230510438763 -26822.936933658733 125957.84623436788 -10663.064398591765 -1185.1492174435164
leaf_weight=2615988 760178 16672 9760 2619 5082 1187 17804 1733 72 171 329 148 654 932 3028 1611 14766 145 4317 384 176 156 507 438 3795 766 6880 882 51988 550636
leaf_count=2615988 760178 16672 9760 2619 5082 1187 17804 1733 72 171 329 148 654 932 3028 1611 14766 145 4317 384 176 156 507 438 3795 766 6880 882 51988 550636
internal_value=0 217.965 8669.69 12983.2 4417.04 22845.4 30979.2 25631 124679 15886.4 122597 60934.4 2536.77 -1801.81 3592.08 -24977.2 -826.703 108943 21801.9 40105.1 30634.1 123610 -18373.5 -40758.2 59246.9 13013.2 -9090.55 75772.1 -31.5314 -2002.8
internal_weight=0 3.31363e+06 95014 78342 41926 36416 26002 24598 1404 19070 500 4156 10414 37770 30639 7131 29551 1332 7905 4877 4493 1088 655 5520 5528 18570 21646 3501 3.21861e+06 602624
internal_count=4073804 3313626 95014 78342 41926 36416 26002 24598 1404 19070 500 4156 10414 37770 30639 7131 29551 1332 7905 4877 4493 1088 655 5520 5528 18570 21646 3501 3218612 602624
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=1 1 4 6 2 1 1 7 6 0 0 6 5 1 5 6 6 0 5 1 1 1 0 1 1 2 0 1 6 6
split_gain=8.87737e+13 3.64768e+14 2.11712e+14 2.35791e+14 1.6895e+14 2.63641e+14 3.28956e+14 1.9973e+14 1.61234e+14 1.50212e+14 2.06925e+14 1.83392e+14 4.25822e+14 1.58927e+14 1.95164e+14 1.31608e+14 1.1641e+14 1.21008e+14 1.1305e+14 1.12285e+14 5.7849e+14 9.59668e+14 1.03395e+15 5.67692e+14 7.56301e+14 6.60195e+14 7.10129e+14 5.08215e+14 5.33292e+14 4.65342e+14
threshold=91.292296250000007 86.169282750000022 4.5000000000000009 82.00500000000001 9236.5000000000018 103.8879505 92.948588300000011 6.0000000000000009 104.01000000000001 56.105603650000006 61.78914120000001 78.605000000000004 2.5000000000000004 118.02765200000002 1.5000000000000002 49.010000000000012 142.05000000000004 51.768991500000006 1.5000000000000002 82.941727000000014 82.825258850000026 65.64204770000002 60.753246850000004 65.534455000000023 61.438154000000004 4395.5000000000009 55.520061350000013 65.574968200000015 96.050000000000011 75.010000000000005
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 19 8 9 5 6 7 18 -2 -4 -11 13 -13 -12 -15 -3 17 -6 -5 20 21 23 29 24 -1 -26 -27 -25 -29 -23
right_child=2 15 3 4 16 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 27 25 26 -28 28 -30 -31
leaf_value=147.06817117292331 -7370.3422590612572 -5859.7720704221247 4118.1923962401597 -180500.47218919836 -93301.032005654619 75558.31826466744 -50638.405451526109 -2972.0448688621291 -83185.028595525582 -10895.065903882471 -14999.101533934891 -317935.84403935191 16912.260641479494 2822.0800764784854 57824.499352615632 -25730.190047747979 -84266.932067126763 8183.6999392783346 41920.446510179783 -1285.9094471480007 6131.5537838807104 -15869.531472862172 32013.131535478264 18201.723963276589 -51.383472430838992 -10289.926721367023 -41267.108376028096 3255.3586755974666 -58917.199699039658 -52462.208539514664
leaf_weight=2983460 14614 6194 99567 23 124 977 601 1503 286 14974 930 54 128 1170 1438 7217 164 2239 3545 604430 156456 38104 4350 32518 29586 22304 11075 30504 1445 3824
leaf_count=2983460 14614 6194 99567 23 124 977 601 1503 286 14974 930 54 128 1170 1438 7217 164 2239 3545 604430 156456 38104 4350 32518 29586 22304 11075 30504 1445 3824
internal_value=0 -88.8226 2453.36 3772.09 19214.3 27579.5 19315.2 27605.9 -8825.58 2573.92 -5651.13 15457.1 -82438.3 20493 33149.3 -16552.8 -2796.12 2858.22 40486.7 -32.4684 196.169 -97.9641 -14392.4 114.682 -81.8297 -10927.7 -20568 9400.93 443.398 -19206.9
internal_weight=0 3.93147e+06 142337 127437 9176 6649 5672 5071 14900 118261 18694 3720 182 3538 2608 13411 2527 2363 3568 3.91806e+06 3.31363e+06 3.15717e+06 46278 3.11089e+06 3.04642e+06 62965 33379 64467 31949 41928
internal_count=4073804 3931467 142337 127437 9176 6649 5672 5071 14900 118261 18694 3720 182 3538 2608 13411 2527 2363 3568 3918056 3313626 3157170 46278 3110892 3046425 62965 33379 64467 31949 41928
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=4 1 6 6 3 1 0 5 2 6 4 4 0 7 2 2 6 1 0 0 2 1 0 4 7 1 0 0 0 7
split_gain=9.4599e+13 3.30912e+14 3.37227e+14 3.59727e+14 5.96653e+14 4.29949e+14 4.02719e+14 3.92326e+14 4.26757e+14 4.23617e+14 3.42477e+14 3.20821e+14 6.46763e+14 3.4238e+14 3.32398e+14 3.53266e+14 5.21281e+14 3.08622e+14 7.21699e+14 6.30688e+14 6.29998e+14 8.85342e+14 6.91173e+14 5.64705e+14 5.09753e+14 4.64933e+14 1.9687e+15 6.98956e+14 5.81197e+14 5.48501e+14
threshold=10.500000000000002 37.873748150000004 67.00500000000001 83.820000000000007 3.5000000000000004 37.978059650000013 55.759969450000007 2.5000000000000004 2882.5000000000005 104.01000000000001 17.500000000000004 11.500000000000002 59.982409200000006 6.0000000000000009 3338.0000000000005 5719.5000000000009 50.410000000000004 37.442254400000003 55.539595350000006 56.342669500000007 75.000000000000014 37.858952300000006 55.910578700000009 12.500000000000002 6.0000000000000009 37.46219940000001 55.866549750000011 55.783232450000007 55.79439725000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 9 -7 -8 12 -2 -14 17 16 -16 -13 -19 20 21 22 23 -20 -23 26 27 -25 -29 -28
right_child=1 2 3 4 5 7 10 -9 -10 -11 -12 14 13 -15 15 -17 -18 18 19 -21 -22 24 -24 25 -26 -27 29 28 -30 -31
leaf_value=372.90059468618114 26134.043757357453 -721.93653058071891 -8646.922094120695 -18771.778055831666 -10096.08635460273 35746.533755486358 -32674.290100503516 1444.3930789445037 5449.056451212834 131859.43780801728 -165544.57198724127 -1915.6133026847501 18851.294416201432 -58366.612064579691 6373.1249854744037 -807.72827001030691 39128.727262610089 -9661.0652499937896 -13047.024149872974 -57843.755496048419 14576.93480324648 20299.106766744473 -74935.714228342797 11654.331984272974 -110753.84237790697 4456.8112632377597 93007.653906250009 237169.89109137357 34762.484759323321 474392.26085000002
leaf_weight=2547999 11485 674500 129127 15335 1524 3140 391 72483 5302 537 385 311600 904 1574 12952 16938 7775 39688 18172 1586 56141 410 1130 5405 1075 135496 54 263 308 125
leaf_count=2547999 11485 674500 129127 15335 1524 3140 391 72483 5302 537 385 311600 904 1574 12952 16938 7775 39688 18172 1586 56141 410 1130 5405 1075 135496 54 263 308 125
internal_value=0 -622.721 -1846.21 -5168.94 -636.997 2683.09 -39955.1 3886.93 23604.4 49783.1 -98595.8 1149.88 16137.1 -30196.7 806.329 9905.46 18660.2 206.596 2751.42 4988.96 5444.87 2288.69 2997.82 3548.83 -74570.9 5677.87 32558.2 22770.1 127990 359338
internal_weight=0 1.5258e+06 902724 228224 99097 83762 2300 81462 8979 3677 776 623081 13963 2478 609118 37665 20727 571453 259853 220165 218579 162438 160953 159823 1485 141651 6155 5976 571 179
internal_count=4073804 1525805 902724 228224 99097 83762 2300 81462 8979 3677 776 623081 13963 2478 609118 37665 20727 571453 259853 220165 218579 162438 160953 159823 1485 141651 6155 5976 571 179
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=4 0 3 6 1 0 1 0 1 0 0 1 1 0 6 5 4 0 0 0 0 4 0 0 0 7 0 6 0 1
split_gain=8.96714e+13 1.52711e+14 1.41089e+14 2.27464e+14 2.0487e+14 3.54885e+14 5.68292e+14 1.68768e+14 3.59898e+14 3.04635e+14 2.02827e+14 3.2942e+14 3.72029e+14 2.30033e+14 2.16332e+14 3.88396e+14 2.09325e+14 1.95784e+14 4.4892e+14 3.19492e+14 4.15818e+14 2.5846e+14 4.87029e+14 5.30925e+14 5.23959e+14 5.81238e+14 4.4307e+14 3.67708e+14 2.91071e+14 4.6729e+14
threshold=23.500000000000004 43.472751400000007 12.500000000000002 90.045000000000016 82.92647190000001 55.055052800000006 82.93515810000001 47.139841100000005 38.999037500000007 45.082176650000008 55.055052800000006 65.493200550000012 82.918694400000007 55.050541250000002 86.920000000000016 2.5000000000000004 25.500000000000004 59.905532300000012 59.898927250000007 60.002985000000002 60.028671700000011 31.500000000000004 55.812023600000011 55.60524465000001 55.850146250000009 6.0000000000000009 55.539595350000006 70.00500000000001 55.858844800000007 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -10 13 16 -13 -9 15 -15 -12 18 21 -19 -21 22 23 -18 25 -24 -23 -27 29 -26
right_child=1 2 4 -5 5 -7 -8 10 9 -11 11 12 -14 14 -16 -17 17 19 -20 20 -22 26 24 -25 28 27 -28 -29 -30 -31
leaf_value=133.58937747710411 133976.30410862199 -2928.2792344348909 36144.191245992908 -19381.63790484166 106623.21117747217 -11911.583572295582 15979.002418709446 -7486.6887538204819 -10503.200943435208 41990.607867710321 -3406.6520192402381 56932.716100478559 -137622.60691220241 -37401.301478567635 -93986.337823029331 176124.58966313847 -29280.523074271317 -56225.726763155515 87051.389431589167 128533.20509685908 -7009.1693233427086 224347.65753936768 78902.938877008201 53882.615886620049 -102719.94 -105867.61865280394 -3299.88226768615 71036.519886630631 8915.9633801633299 200173.50649857955
leaf_weight=3768288 83 136160 3795 8955 757 4075 8013 20472 6408 1336 79280 1537 105 1014 601 93 922 1252 721 245 2971 86 266 4586 70 1008 14592 133 5793 187
leaf_count=3768288 83 136160 3795 8955 757 4075 8013 20472 6408 1336 79280 1537 105 1014 601 93 922 1252 721 245 2971 86 266 4586 70 1008 14592 133 5793 187
internal_value=0 -1647.71 -1684.57 -3943.61 360.245 12472.9 23803.1 -694.772 10916.2 -1446.93 -1680.39 25.2864 44491.6 -10428.3 -45685.7 -19462.8 -625.97 6088.59 9153.46 -13368 3316.66 7121.69 17410.2 39961.7 752.81 -54213.6 -1966.07 -85246.9 13535.9 117673
internal_weight=0 305516 305433 145115 160318 12845 8770 147473 11539 7744 135934 113754 1642 22180 1708 1107 112112 32832 28364 4468 3216 27643 12965 5508 7457 1407 14678 1141 6050 257
internal_count=4073804 305516 305433 145115 160318 12845 8770 147473 11539 7744 135934 113754 1642 22180 1708 1107 112112 32832 28364 4468 3216 27643 12965 5508 7457 1407 14678 1141 6050 257
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=3 4 6 0 6 0 1 4 6 4 6 4 1 6 1 6 4 0 0 5 6 0 7 1 5 6 1 1 0 0
split_gain=8.38322e+13 9.95224e+14 6.88229e+14 3.63643e+14 4.62711e+14 4.09295e+14 4.43509e+14 3.24785e+14 4.73333e+14 3.80237e+14 3.5695e+14 4.07679e+14 6.07024e+14 4.25916e+14 4.20917e+14 3.93005e+14 5.39046e+14 5.18248e+14 6.81987e+14 4.26418e+14 3.85227e+14 3.82021e+14 5.10303e+14 3.5148e+14 3.41487e+14 3.38199e+14 3.34286e+14 7.32673e+14 3.16141e+14 3.15562e+14
threshold=4.5000000000000009 6.5000000000000009 104.01000000000001 47.319699650000011 44.205000000000005 51.567244500000008 36.865631950000008 10.500000000000002 73.00500000000001 3.5000000000000004 54.010000000000012 8.5000000000000018 37.740454950000007 168.45000000000002 37.618684050000006 79.015000000000015 7.5000000000000009 59.856552950000008 59.91832440000001 1.5000000000000002 87.395000000000024 59.882709350000006 6.0000000000000009 30.205407000000005 1.5000000000000002 64.805000000000021 82.901648750000021 82.941727000000014 51.567244500000008 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 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 -1 6 -5 9 -9 25 -11 15 13 14 29 19 17 24 21 23 -14 -19 -23 -12 -17 -7 -22 -28 -4 -13
right_child=1 -3 28 5 -6 7 -8 8 -10 10 11 12 20 -15 -16 16 -18 18 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-765.24658550510605 -5947.7962080482266 283.24666868681663 -78243.34108632819 7916.8015931837626 6376.7076808252605 -1682.3139292712794 -15271.343325546446 -1021.735257160847 -11683.74846038547 68.739645577715507 125641.23365780147 -3740.3743526785593 4336.5111278517315 -268591.51909855771 -51074.655358974123 -70548.574503390584 52412.447752107822 1300.3216222879685 3400.4526317730069 3924.4474518339252 -22821.588253198483 -125136.66863738112 139397.46209454114 28030.968743994454 19387.805514953237 -13879.457221792472 104570.28837939665 -8236.2717340604195 -26451.736591909397 -34467.829412242267
leaf_weight=159457 206594 1940754 1601 10908 210423 135716 33830 218275 51453 679036 433 21720 156223 65 2549 428 3611 507 7565 148378 9952 948 79 2492 31076 27307 697 3310 4467 3950
leaf_count=159457 206594 1940754 1601 10908 210423 135716 33830 218275 51453 679036 433 21720 156223 65 2549 428 3611 507 7565 148378 9952 948 79 2492 31076 27307 697 3310 4467 3950
internal_value=0 -428.387 -6922.75 480.369 3297.78 -191.736 -9617.62 88.3172 -3055.61 774.382 1458.03 3852.49 659.706 -12906.1 -12317.2 7093.43 15387.2 12094.4 -8927.74 4669.82 2914.33 -69724.8 -104788 42480.6 18166 -3725.38 -13002.2 11385.9 -40116.6 -8468.6
internal_weight=0 2.15342e+06 212662 1.92039e+06 369880 1.55051e+06 44738 1.50577e+06 269728 1.23604e+06 1.07302e+06 393983 198466 28284 28219 195517 44214 40603 9099 151303 170182 1534 1027 2925 31504 163023 13959 4007 6068 25670
internal_count=4073804 2153416 212662 1920388 369880 1550508 44738 1505770 269728 1236042 1073019 393983 198466 28284 28219 195517 44214 40603 9099 151303 170182 1534 1027 2925 31504 163023 13959 4007 6068 25670
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=0 0 2 0 6 1 4 2 6 0 7 7 1 1 4 1 1 1 1 0 1 1 2 1 6 6 1 0 4 4
split_gain=8.29675e+13 3.43699e+14 7.92754e+14 7.89459e+14 5.10265e+14 4.48125e+14 9.40953e+14 6.36504e+14 4.93089e+14 4.15022e+14 1.25992e+15 4.58647e+14 4.57603e+14 5.17091e+14 3.9448e+14 3.79624e+14 3.55778e+14 6.12556e+14 4.59163e+14 3.70007e+14 3.42016e+14 3.37179e+14 1.44332e+15 8.54635e+14 7.44819e+14 7.39133e+14 5.94377e+14 5.12932e+14 6.86713e+14 5.07951e+14
threshold=55.539595350000006 55.173955500000005 2865.5000000000005 55.214863500000007 102.04000000000001 37.401708450000008 12.500000000000002 75.000000000000014 45.995000000000012 55.214863500000007 6.0000000000000009 6.0000000000000009 37.768783500000005 37.503969450000007 19.500000000000004 37.534144550000008 37.897576350000001 37.618684050000006 38.109452700000006 55.462387050000011 38.430814800000007 38.011626600000007 2200.0000000000005 37.957884500000006 41.285000000000004 65.00500000000001 38.066230450000006 44.601833250000006 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 21 5 4 -4 6 -3 15 -8 10 -9 12 13 -11 -10 -7 17 19 -18 -13 -12 22 25 24 -24 -1 27 28 29 -23
right_child=-2 2 3 -5 -6 7 8 9 14 11 20 16 -14 -15 -16 -17 18 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-25365.748739208342 485.18016765544826 3860.0568780467383 -3327.4031042201591 -27062.804684456805 -68544.433511627489 -10503.655411704203 27396.078232560118 -17552.120490598048 90300.411855464554 -17384.13058051981 38359.913259198591 -81078.200662849529 -3426.2896439921274 21181.004863617647 236055.63081430292 -58161.395970278376 193804.73504317435 -66296.163365998174 8451.2219541527284 -266.8334399066182 304814.25581235532 183311.25182149073 -12327.893582847792 -73494.588256761373 3541.4752317815237 -88147.959836984635 217.80051591349627 -12872.96665693559 290632.5632747396 36331.826895789556
leaf_weight=10943 1889658 8287 45765 24892 1232 4058 1276 529 1162 4189 62 632 32666 20449 221 2842 152 2638 1107 5474 216 254 40860 1637 107089 2263 1858376 1590 120 3165
leaf_count=10943 1889658 8287 45765 24892 1232 4058 1276 529 1162 4189 62 632 32666 20449 221 2842 152 2638 1107 5474 216 254 40860 1637 107089 2263 1858376 1590 120 3165
internal_value=0 -419.763 -4914.24 -12663.6 -5037.03 1566.6 20468 -1191.48 72228.2 1740.33 73027.4 885.607 4334.52 14624.1 113592 -30133.1 -18872.1 -26028.3 30829.1 -8631.19 245389 -69.6429 -4434.07 -1636.35 -841.268 -36124.2 311.625 34306.7 55503.6 47251
internal_weight=0 2.18415e+06 157849 71889 46997 85960 10946 75014 2659 68114 807 67307 57304 24638 1383 6900 10003 8744 1259 6106 278 2.0263e+06 162792 149586 147949 13206 1.8635e+06 5129 3539 3419
internal_count=4073804 2184146 157849 71889 46997 85960 10946 75014 2659 68114 807 67307 57304 24638 1383 6900 10003 8744 1259 6106 278 2026297 162792 149586 147949 13206 1863505 5129 3539 3419
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=4 6 0 0 6 1 1 0 6 0 1 0 0 1 1 1 0 2 6 2 4 6 5 6 0 1 1 5 5 1
split_gain=7.6892e+13 1.35454e+14 2.55568e+14 6.4797e+14 3.32528e+14 3.00116e+14 2.97838e+14 3.27639e+14 3.0309e+14 2.51726e+14 3.9948e+14 4.31682e+14 2.81254e+14 2.5138e+14 2.74821e+14 2.27274e+14 8.38583e+14 3.83549e+14 2.88833e+14 2.81667e+14 2.26091e+14 2.25407e+14 2.10469e+14 3.02987e+14 2.83097e+14 2.65876e+14 2.08909e+14 3.1318e+14 2.75548e+14 2.13938e+14
threshold=23.500000000000004 42.005000000000003 56.791379400000004 56.760749800000006 108.05000000000001 65.493200550000012 60.636764050000004 60.064438250000002 86.030000000000015 56.83050475000001 60.571186450000006 56.818587550000011 56.838524800000009 60.590708550000009 60.549354600000008 37.331232350000008 55.685785750000008 2200.0000000000005 125.02000000000002 75.000000000000014 32.500000000000007 112.00500000000001 3.5000000000000004 130.05000000000004 56.342669500000007 39.004719500000007 37.343102500000008 1.5000000000000002 2.5000000000000004 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 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 15 -5 6 7 9 -9 10 -4 -12 13 14 -11 16 17 -3 19 -18 -21 -15 23 -17 25 -25 28 -28 -2 -29
right_child=1 2 5 4 -6 -7 -8 8 -10 12 11 -13 -14 21 -16 22 18 -19 -20 20 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=123.70445230690865 -4280.5681059495282 53507.338590536841 -23478.998586400849 -38496.406198595425 -206621.08070764464 53436.734965582757 -28303.469539814294 -23499.603558126742 -185057.90842365206 -13000.699357115547 28180.889728192404 123562.49876116584 4288.8761571053728 -91087.740206263858 247628.3815761719 -3204.5105106566134 -110980.54934040544 -83681.908078835229 -253861.34144467214 -32670.77315722256 87829.426265869144 117062.01805245537 23520.878076729972 24795.403045578321 313769.62992187502 -96301.077066256839 3113.150517425076 108077.82381118192 -120000.38120801254 26320.370921453741
leaf_weight=3768288 34622 1730 1273 4240 121 1151 3088 2410 122 212 3714 544 39131 733 50 130732 456 231 61 5803 160 56 2920 241 20 732 67840 366 207 2550
leaf_count=3768288 34622 1730 1273 4240 121 1151 3088 2410 122 212 3714 544 39131 733 50 130732 456 231 61 5803 160 56 2920 241 20 732 67840 366 207 2550
internal_value=0 -1525.79 -3055.96 -5189.05 -43161.2 2936.67 1804.34 3731.44 -31284 5670.91 25672.2 40366.8 2917.76 -48131.8 36737.7 -4031.73 -19949.2 37346.9 -37288.3 -35230.2 -29437.5 -76314.1 -3033.85 -3622.5 -58651.9 -66307 1371.67 4492.47 -4968.33 36582.1
internal_weight=0 305516 199931 147447 4361 52484 51333 48245 2532 45713 5531 4258 40182 1051 262 143086 8441 1961 6480 6419 5963 789 134645 131725 993 973 105585 70756 34829 2916
internal_count=4073804 305516 199931 147447 4361 52484 51333 48245 2532 45713 5531 4258 40182 1051 262 143086 8441 1961 6480 6419 5963 789 134645 131725 993 973 105585 70756 34829 2916
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=1 1 0 2 6 2 4 0 0 0 6 0 1 0 6 1 2 0 1 0 0 0 0 1 0 0 0 1 6 6
split_gain=7.44722e+13 2.7733e+14 1.76607e+14 3.69177e+14 2.28648e+14 1.83344e+14 2.02443e+14 2.81908e+14 2.26266e+14 1.68179e+14 1.6681e+14 1.61818e+14 1.85577e+14 1.79466e+14 1.57783e+14 1.48633e+14 1.8734e+14 2.49547e+14 2.89502e+14 3.04913e+14 2.83965e+14 2.61445e+14 2.65995e+14 1.79436e+14 6.29404e+14 6.11219e+14 1.18497e+15 1.37053e+15 1.14156e+15 7.06409e+14
threshold=92.791023150000015 92.948588300000011 52.516286950000008 9236.5000000000018 45.305000000000007 7912.5000000000009 12.500000000000002 51.659529100000007 51.768991500000006 58.010305850000002 92.02500000000002 51.307150200000002 113.48479755000001 52.02416370000001 66.010000000000005 83.971434050000013 10180.500000000002 56.041614100000011 91.292296250000007 53.506098950000009 55.462387050000011 55.193450100000007 52.07762420000001 83.015546400000019 55.050541250000002 54.810424650000009 54.86311005000001 83.086354900000018 70.00500000000001 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 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 14 3 4 -3 6 7 -6 -9 10 -4 -5 -13 -14 -2 23 17 18 20 -20 21 22 -17 -1 25 -25 27 -27 -29 -28
right_child=1 2 9 11 5 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=-106.49623819879665 5992.3324705088089 2051.6474173026663 -8881.4538282284229 -30617.826462770296 -34068.900849742371 65691.683245219843 58467.677297534086 98151.717383728843 17530.681271206733 7797.9139637998996 -74674.221833040283 -8521.8810918192285 -16441.4987331269 14474.373606847686 21325.355374240964 27614.918604856328 26015.750536888096 -24061.91779011262 -35957.548418008366 8065.4405190898979 -40921.6448465715 2165.5214769706199 -20209.371155308363 -947.25757881457912 -33976.767675083247 8988.0931819999478 6100.3574125885652 104626.87868223322 343608.71710846468 55472.028114555011
leaf_weight=3787140 28275 7050 26711 2037 1028 1037 1215 373 5218 6762 391 15585 2357 9233 8800 1269 1917 6640 1695 21916 2656 15777 13922 58504 4171 1595 35835 1306 236 3153
leaf_count=3787140 28275 7050 26711 2037 1028 1037 1215 373 5218 6762 391 15585 2357 9233 8800 1269 1917 6640 1695 21916 2656 15777 13922 58504 4171 1595 35835 1306 236 3153
internal_value=0 2496.64 -852.006 3243.63 15494.5 26177.8 20947.3 14060 22909.3 -6310.56 -9830.64 -3433.27 -1395.56 8187.17 9631.73 -73.2213 -4786.58 -5711.01 -3582.07 4905.09 -9541.82 -6850.49 -16214.3 6.45651 4088.21 5665.98 14850.6 73978.4 141203 10093.1
internal_weight=0 116072 78997 45133 15921 8871 7834 6619 5591 33864 27102 29212 27175 11590 37075 3.95773e+06 65792 63875 57235 23611 33624 30968 15191 3.89194e+06 104800 100629 42125 3137 1542 38988
internal_count=4073804 116072 78997 45133 15921 8871 7834 6619 5591 33864 27102 29212 27175 11590 37075 3957732 65792 63875 57235 23611 33624 30968 15191 3891940 104800 100629 42125 3137 1542 38988
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 0 7 4 5 4 6 0 0 1 0 0 4 1 6 3 6 7 0 0 6 6 4 1
split_gain=7.40829e+13 4.77134e+14 6.8158e+14 6.22204e+14 1.18347e+15 4.73703e+14 4.55676e+14 5.1097e+14 5.85098e+14 4.54649e+14 6.51315e+14 4.40535e+14 3.90881e+14 3.84943e+14 1.28535e+15 4.92984e+14 4.54585e+14 3.21243e+14 4.52484e+14 3.16071e+14 3.1593e+14 3.04371e+14 2.98991e+14 2.90563e+14 5.55408e+14 1.84091e+15 2.779e+14 2.74453e+14 2.6609e+14 2.61775e+14
threshold=82.941727000000014 82.901648750000021 54.988402950000008 82.918694400000007 55.026775150000006 82.911604200000014 55.02095400000001 55.029726000000004 6.0000000000000009 7.5000000000000009 3.5000000000000004 22.500000000000004 114.05000000000001 55.029726000000004 55.034466500000008 82.92647190000001 55.055052800000006 55.061158000000006 16.500000000000004 82.93515810000001 138.05000000000004 6.5000000000000009 40.905000000000008 6.0000000000000009 55.102137100000007 55.111813300000001 99.050000000000011 81.02500000000002 12.500000000000002 82.963919600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 21 17 -4 -5 15 19 20 -16 -11 -19 -15 -6 -7 -18 24 -9 -26 -17 -12 -14 -2
right_child=29 2 3 4 13 9 7 23 -10 10 27 -13 28 14 16 26 22 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.9199818767220975 -5142.9836430867954 -9741.3606943510658 4447.6528434304009 66226.42490213229 -30410.365420449958 19337.585401273296 89940.7064491192 7171.1159279164049 638867.72125000006 40253.98078433652 346.78690625000002 -61828.997025007062 100809.51100746269 131362.4867778467 12886.186071675524 9097.5415797023361 7789.2741575979353 57053.998690571578 212389.44920742756 -22430.465748322316 -118924.07397260275 -170626.35152616282 -21073.614188828 41347.288451387452 379725.21441429097 -30411.058408717108 130990.27260923032 260454.24651707849 -60098.203139172336 -80.5787058242027
leaf_weight=3218612 121594 19020 4155 3579 5082 4384 667 13164 20 4565 50 1322 134 932 12738 1395 5193 585 276 156 438 86 11620 4106 171 304 216 215 441 638584
leaf_count=3218612 121594 19020 4155 3579 5082 4384 667 13164 20 4565 50 1322 134 932 12738 1395 5193 585 276 156 438 86 11620 4106 171 304 216 215 441 638584
internal_value=0 204.251 7188.33 11425.5 3268.52 21463 13776 21301.5 105921 39550.5 58297.4 -11549.7 53931 -2303.42 2566.96 -23229.5 -1363.12 50821.1 106848 109311 -37433.7 15682.8 -12158.8 18025.4 11004.4 117238 25440.7 211377 -22599.7 -890.334
internal_weight=0 3.31363e+06 95014 75994 41924 34070 23909 18432 687 10161 5691 5477 4154 37770 30639 7131 29551 5426 861 1088 5520 4470 16813 17745 13639 475 1611 265 575 760178
internal_count=4073804 3313626 95014 75994 41924 34070 23909 18432 687 10161 5691 5477 4154 37770 30639 7131 29551 5426 861 1088 5520 4470 16813 17745 13639 475 1611 265 575 760178
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=4 3 4 4 1 1 0 6 6 7 0 1 2 3 0 1 1 2 5 1 6 6 0 1 1 1 1 6 1 4
split_gain=7.55291e+13 3.09703e+14 5.01929e+14 3.49118e+14 7.08606e+14 7.02595e+14 4.58161e+14 5.20737e+14 5.17804e+14 5.75903e+14 4.57596e+14 8.10427e+14 4.57448e+14 4.01793e+14 3.84966e+14 3.82304e+14 5.56318e+14 3.77192e+14 3.74017e+14 3.56465e+14 3.30201e+14 5.15841e+14 3.06254e+14 3.03201e+14 4.7464e+14 4.4086e+14 4.25107e+14 3.61052e+14 3.03103e+14 3.40605e+14
threshold=10.500000000000002 8.5000000000000018 8.5000000000000018 9.5000000000000018 82.956351500000011 83.015546400000019 55.030407050000001 94.02500000000002 39.995000000000012 6.0000000000000009 55.029726000000004 83.00362155000002 9651.0000000000018 1.5000000000000002 55.014086100000007 82.965501500000016 82.970388650000018 7457.0000000000009 3.5000000000000004 83.011163250000024 85.020000000000024 77.565000000000012 55.061158000000006 50.298521650000005 49.095306150000006 47.17130860000001 43.862029600000007 88.00500000000001 37.873748150000004 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 -1 12 6 7 8 -6 10 11 18 17 -7 15 -11 -17 23 20 -13 21 -10 -14 24 25 26 -5 -25 -2 -30
right_child=28 2 -4 4 5 13 -8 -9 9 14 -12 19 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=9.8987654427409488 1140.0610912913828 -104609.09173985873 -3173.2365207753924 7092.2487624529094 -11143.967452066787 -10431.93752838263 23283.006929131661 -78875.191475622996 -11428.295398923246 132.69515682601195 -50213.786682205566 12248.587299766827 28261.734534784868 17835.860930053903 -2555.5187926363124 43872.73505731859 9882.1792893516722 -17135.037833197108 79832.030722588592 69781.532782173934 -39581.649952052772 149596.12793554689 -113.68451687908895 3340.1265213545967 24901.004032571349 -8893.7210236497667 27743.331683786862 -24072.002886724298 -7746.545833810671 -1100.5356229020488
leaf_weight=1830206 623081 489 202095 81048 54312 6074 6933 896 37701 34837 2548 8060 15678 29206 63111 5514 37990 6944 433 1243 4379 200 5022 64291 17311 14919 11366 5193 85144 817580
leaf_count=1830206 623081 489 202095 81048 54312 6074 6933 896 37701 34837 2548 8060 15678 29206 63111 5514 37990 6944 433 1243 4379 200 5022 64291 17311 14919 11366 5193 85144 817580
internal_value=0 333.202 -3418.08 657.217 2956.72 -267.364 -2076.28 -2776.11 -2503.73 -109.699 -8837.01 -6810.17 7222.66 12969.1 3256.79 7939.15 14190.4 5765.44 -12635.5 19935.7 -13582.5 -10578.6 21377.6 6584.59 9535.31 7057.08 9632.13 1291.44 -556.426 -1727.38
internal_weight=0 2.548e+06 202584 2.34542e+06 515209 293437 258157 251224 250328 196016 54564 52016 221772 35280 141452 78341 43504 201072 42713 9303 42280 37901 20700 194128 124644 107333 92414 69484 1.5258e+06 902724
internal_count=4073804 2547999 202584 2345415 515209 293437 258157 251224 250328 196016 54564 52016 221772 35280 141452 78341 43504 201072 42713 9303 42280 37901 20700 194128 124644 107333 92414 69484 1525805 902724
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 4 1 0 4 0 2 6 0 5 6 4 6 6 4 4 5 7 4 0 1 0 1 0
split_gain=7.77894e+13 3.84242e+14 4.73743e+14 9.00963e+14 7.03359e+14 5.70175e+14 4.72874e+14 4.59527e+14 4.21872e+14 4.00981e+14 3.65361e+14 3.5954e+14 3.46159e+14 3.36626e+14 3.28313e+14 3.27225e+14 8.01711e+14 1.19371e+15 1.00567e+15 5.52758e+14 5.15442e+14 6.29838e+14 4.75551e+14 9.7345e+14 5.68606e+14 7.64382e+14 6.90751e+14 6.05925e+14 5.5766e+14 7.17054e+14
threshold=37.131181300000009 30.438492500000006 59.91832440000001 3338.0000000000005 59.898927250000007 60.002985000000002 51.768991500000006 25.500000000000004 30.509101000000005 60.753246850000004 26.500000000000004 59.950512650000007 5791.5000000000009 75.605000000000004 63.565651350000003 1.5000000000000002 41.285000000000004 9.5000000000000018 64.405000000000015 58.305000000000007 5.5000000000000009 9.5000000000000018 2.5000000000000004 6.0000000000000009 6.5000000000000009 59.882709350000006 30.242318500000007 59.91832440000001 30.345769800000003 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 8 -3 -6 -4 15 -9 -5 -8 -10 -13 16 -1 -18 -19 20 -17 -22 23 24 25 -21 -26 -27 29 -28
right_child=-2 2 3 11 7 -7 12 10 13 -11 -12 14 -14 -15 -16 19 17 18 -20 22 21 -23 -24 -25 26 27 28 -29 -30 -31
leaf_value=-68.870593452499136 166.01297407115163 5875.6125476474617 -15599.9828509661 -40481.406609382771 11465.743824367919 -60843.061149051384 -7057.2384960719473 88326.878766746988 -89273.595650078743 -85829.257160420093 -8686.2390206671753 2153.7557852840741 -37775.391901687755 -397699.51128806092 -44024.935776285063 4227.7927657431464 45130.514643785602 10907.396272946895 -67260.422025012318 43547.598987073099 -31595.122783707735 -7024.0263925246636 -3025.636944175435 -2766.6850888368908 8591.2963689244498 -124502.55971196492 93740.265005507084 -13146.77359716793 21308.68371283391 28080.808101777006
leaf_weight=98477 3559983 31650 9735 2451 13663 5091 80779 1474 382 533 527 26383 3843 39 1635 22151 10808 26246 1756 2247 14595 36577 70249 29874 7342 576 3950 3222 4693 2873
leaf_count=98477 3559983 31650 9735 2451 13663 5091 80779 1474 382 533 527 26383 3843 39 1635 22151 10808 26246 1756 2247 14595 36577 70249 29874 7342 576 3950 3222 4693 2873
internal_value=0 -1150.21 -4911.97 -13684.7 -1872.21 -33529.9 -4552.12 18020.5 -19838.4 837.725 62776.7 -3753.92 -8452.26 -117845 -541.018 975.355 4728.45 16901.2 6005.51 -1622.34 -8515.73 -14032.1 2420.36 9404.61 24005.5 -2683.36 32560.7 -30034.9 47842.3 66092.7
internal_weight=0 513821 177652 45716 131936 15247 116272 15664 10156 336169 2001 30469 84622 421 28018 335636 137287 38810 28002 198349 73323 51172 125026 54777 24903 6045 18858 3798 11516 6823
internal_count=4073804 513821 177652 45716 131936 15247 116272 15664 10156 336169 2001 30469 84622 421 28018 335636 137287 38810 28002 198349 73323 51172 125026 54777 24903 6045 18858 3798 11516 6823
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=2 6 3 4 4 0 4 4 6 0 4 1 1 0 1 0 0 0 1 6 6 0 0 0 1 0 1 4 6 7
split_gain=7.89416e+13 3.54378e+14 3.53227e+14 3.31223e+14 8.79955e+14 5.53548e+14 4.28073e+14 4.81042e+14 4.24986e+14 4.08895e+14 3.75249e+14 6.4114e+14 3.56133e+14 8.2351e+14 4.37351e+14 1.49093e+15 1.10222e+15 1.40529e+15 1.14794e+15 9.80771e+14 6.91474e+14 6.45384e+14 5.71912e+14 7.62069e+14 4.73071e+14 4.61984e+14 5.48748e+14 4.464e+14 4.40468e+14 5.615e+14
threshold=75.000000000000014 94.02500000000002 1.5000000000000002 5.5000000000000009 8.5000000000000018 55.721784200000009 9.5000000000000018 11.500000000000002 69.605000000000004 55.876067900000002 7.5000000000000009 37.618684050000006 37.442254400000003 55.568628050000008 37.702956500000006 55.834019500000004 55.622114900000007 55.749683450000006 37.740454950000007 54.010000000000012 65.410000000000011 55.595177750000005 55.667390500000003 55.676890650000011 37.768783500000005 55.702806750000008 37.46219940000001 34.500000000000007 64.405000000000015 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 12 -5 -12 13 -9 20 16 28 18 19 -18 -14 -22 -21 -24 -20 -23 -27 -19 -16 -30
right_child=-2 -3 3 4 6 -7 7 9 -10 -11 11 -13 14 -15 15 -17 17 27 24 22 21 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-16461.488931708584 121.97234379582368 21148.02726505867 -14849.876797365832 -45683.485727449995 -8969.1498795633888 51086.717605716258 25540.068019064773 46508.880151459205 -53431.258812139196 -14483.291120023398 63180.410090226833 -63277.790124233805 2000.9383233132526 -12550.375190594137 25648.220048945099 -192315.16094143403 -18126.86649061639 29711.122253006728 19963.18402540659 -43271.126837401891 -3444.9368245182031 57649.825905818405 -187563.4355963046 -71777.578223085526 -14595.904397866745 156466.25264305141 17860.157405295573 -68375.038492239415 -7515.5705481923569 147845.39943427415
leaf_weight=16205 3783340 6697 16801 1206 30122 5304 7234 2545 2315 19465 1346 571 78362 32653 3676 422 5414 9072 5304 2154 7268 5013 893 1564 15643 293 11360 489 341 732
leaf_count=16205 3783340 6697 16801 1206 30122 5304 7234 2545 2315 19465 1346 571 78362 32653 3676 422 5414 9072 5304 2154 7268 5013 893 1564 15643 293 11360 489 341 732
internal_value=0 -1588.71 -2125.3 -1257.03 -346.306 31420.3 -1450.97 201.257 -12142.4 -703.205 -1980.49 25513.4 760.945 -8280.08 2911.12 -5221.61 -3478.01 -8818.35 -19163.7 -46992.4 6544.68 21421.3 -80884.9 -113860 -5845.18 32265.4 21345.2 24694.5 42102.1 98471.6
internal_weight=0 290464 283767 267562 250761 8427 242334 209897 32437 202663 3123 1917 183198 35198 148000 45704 45282 40533 30972 10025 102296 23934 4611 2457 20947 16666 11653 9561 4749 1073
internal_count=4073804 290464 283767 267562 250761 8427 242334 209897 32437 202663 3123 1917 183198 35198 148000 45704 45282 40533 30972 10025 102296 23934 4611 2457 20947 16666 11653 9561 4749 1073
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 6 5 1 1 1 4 4 6 5 6 1 4 1 6 4 6 6 2 7 0 4 1 1 1 3
split_gain=7.47969e+13 3.54827e+14 3.42013e+14 2.28614e+14 1.99239e+14 1.99182e+14 1.9615e+14 1.45472e+14 1.43499e+14 1.79323e+14 1.29873e+14 1.0585e+14 1.21729e+14 1.10496e+14 1.09159e+14 1.04161e+14 1.03061e+14 1.27368e+14 1.08786e+14 9.27692e+13 9.16026e+13 9.03893e+13 3.75604e+14 2.00911e+14 4.32543e+14 4.33358e+14 6.48678e+14 5.28539e+14 4.14265e+14 3.50564e+14
threshold=43.051287600000009 42.965693300000005 128.05000000000004 47.504912950000005 4.5000000000000009 67.00500000000001 1.5000000000000002 47.386825600000002 47.504912950000005 47.386825600000002 10.500000000000002 11.500000000000002 67.91500000000002 1.5000000000000002 65.805000000000021 47.800771000000005 10.500000000000002 47.800771000000005 110.01500000000001 9.5000000000000018 57.995000000000012 100.05000000000001 13505.500000000002 6.0000000000000009 43.550475500000012 14.500000000000002 65.493200550000012 82.93515810000001 82.918694400000007 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 11 -4 6 -1 19 9 -7 20 13 -13 14 -3 -8 17 -10 -19 -6 -5 -2 23 -23 -25 26 -26 -28 29 -27
right_child=21 2 4 10 7 8 15 -9 16 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 28 27 -29 -30 -31
leaf_value=-11431.878628663682 43.014335781842334 -3548.0608728134671 137809.50012306971 33551.927916539331 -98815.395602568067 -58891.847360899395 27488.503496080295 79045.310076349429 -5463.878378969639 49305.223311239817 14447.632988322719 14464.163619303123 -45087.653622483478 16085.531488282164 -118047.51532740705 -9112.495561947766 -41568.470731744594 -32035.982324955003 -124581.46402864585 71252.792087765964 88658.60472719559 -4546.5254491787309 -123100.89564376301 -73860.983870983284 12231.024913545554 -23664.809033289996 130387.88548812145 18570.88269642894 -52366.303376031436 16369.126628220803
leaf_weight=3926 3928756 2616 342 548 101 205 3447 264 3541 606 942 613 780 8313 86 1004 1997 829 150 47 671 92629 259 653 7233 3232 951 761 1535 6767
leaf_count=3926 3928756 2616 342 548 101 205 3447 264 3541 606 942 613 780 8313 86 1004 1997 829 150 47 671 92629 259 653 7233 3232 951 761 1535 6767
internal_value=0 4891.08 15717.3 12318.6 81389 -5671.85 4861.21 34554.6 -17712.7 21955.8 42335.1 7090.86 -18881.4 10375.4 -7192.38 19232.5 -22649.2 -14290.4 -46215.6 -44807.3 63885.5 -37.5387 -2813.13 -2539.27 6259.23 8813.97 25332.4 80684.2 -3996.62 3428.86
internal_weight=0 31028 15323 14569 754 15705 8377 412 7328 811 2161 12408 1393 11015 2702 4451 6517 4520 979 148 1219 4.04278e+06 114020 113761 21132 20479 8945 1712 11534 9999
internal_count=4073804 31028 15323 14569 754 15705 8377 412 7328 811 2161 12408 1393 11015 2702 4451 6517 4520 979 148 1219 4042776 114020 113761 21132 20479 8945 1712 11534 9999
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=6 0 0 5 0 1 5 2 1 1 5 4 3 1 3 1 7 5 0 3 7 1 2 4 6 6 1 4 1 1
split_gain=7.58393e+13 3.06332e+14 1.72106e+14 2.13853e+14 2.28625e+14 2.67985e+14 2.0703e+14 3.00419e+14 2.71356e+14 1.62611e+14 1.29829e+14 1.29326e+14 1.399e+14 1.83709e+14 3.63607e+14 1.25257e+14 1.24543e+14 1.24385e+14 1.26064e+14 1.42859e+14 1.33956e+14 2.83299e+14 1.4516e+14 2.46645e+14 2.43749e+14 1.81281e+14 1.85765e+14 1.49958e+14 1.95767e+14 1.48528e+14
threshold=189.00000000000003 57.634352600000007 45.036141150000006 2.5000000000000004 43.051287600000009 43.80299105000001 3.5000000000000004 75.000000000000014 38.066230450000006 37.331232350000008 5.5000000000000009 25.500000000000004 7.5000000000000009 82.948524700000021 15.500000000000002 47.800771000000005 6.0000000000000009 4.5000000000000009 43.6005307 8.5000000000000018 6.0000000000000009 30.157841000000001 2632.5000000000005 4.5000000000000009 99.050000000000011 110.01500000000001 37.957884500000006 11.500000000000002 37.631035900000008 39.178027400000005
decision_type=2 2 2 2 2 2 2 2 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 15 9 -4 -8 -9 -6 -3 12 16 -14 -15 -5 -10 -1 19 -19 22 -22 25 -24 -25 -20 27 28 -27 -28
right_child=1 10 6 4 5 -7 7 8 11 -11 -12 -13 13 14 -16 -17 -18 18 20 -21 21 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=12.196740934540033 56201.305486981284 -76764.763919489938 -4217.4533246018937 74078.078063531095 161053.93975446431 -261715.5237800481 -285584.88258928573 129300.52851680871 26500.598814824887 -60793.548942498681 37107.073500504033 -163245.84886363638 93959.736003032478 109317.31473795575 -321884.90303030307 -177503.60202414775 -161060.81558159724 52148.229101198791 -27250.677170511117 -91878.839398734184 255486.69376562501 10552.637760228776 16625.580102993852 1240.8201828030192 -40178.20014747449 -20711.084206234831 -84918.130427200609 139095.85277593086 161194.62121611446 45162.818819826753
leaf_weight=4055554 308 520 1514 197 35 65 28 330 2133 590 124 33 608 48 33 22 36 537 665 79 50 850 1436 1959 5172 206 161 235 83 193
leaf_count=4055554 308 520 1514 197 35 65 28 330 2133 590 124 33 608 48 33 22 36 537 665 79 50 850 1436 1959 5172 206 161 235 83 193
internal_value=0 10691.4 17748.5 -15813.1 -40214 -68467.8 26323.9 40555.8 43390.9 -48370.1 -54839.1 33584.6 35857.3 75112.6 -66357.7 48805 23387.5 -17.4125 -10346.1 33677.2 -12809.2 24160.1 -16100.2 -21185.5 -28799.7 12134.2 41964.5 79771.4 31531.7 -13998.3
internal_weight=0 6624 5980 1217 909 690 4763 3249 3221 625 644 2891 2858 689 81 219 2169 4.06718e+06 11626 616 11010 900 10110 8567 7131 1543 878 524 289 354
internal_count=4073804 6624 5980 1217 909 690 4763 3249 3221 625 644 2891 2858 689 81 219 2169 4067180 11626 616 11010 900 10110 8567 7131 1543 878 524 289 354
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 4 1 4 1 1 0 1 4 1 4 1 1 6 0 6 4 7 4 1 1 4 6 3 0
split_gain=7.54519e+13 3.06394e+14 1.00691e+15 9.54384e+14 7.57652e+14 5.92454e+14 1.06941e+15 9.46876e+14 1.09784e+15 7.16626e+14 1.86066e+15 3.07222e+15 1.45893e+15 1.51075e+15 8.98775e+14 7.68149e+14 1.65178e+15 8.54258e+14 7.27068e+14 6.89258e+14 5.88132e+14 5.72954e+14 5.51782e+14 5.49253e+14 5.38635e+14 1.40084e+15 7.74306e+14 9.08852e+14 6.95329e+14 5.85819e+14
threshold=55.539595350000006 55.81943720000001 50.298521650000005 52.061190950000004 75.000000000000014 37.131181300000009 17.500000000000004 37.924401400000008 6.5000000000000009 49.111590500000005 49.147669400000005 55.775215600000003 38.430814800000007 16.500000000000004 48.411058050000008 24.500000000000004 37.978059650000013 38.247071200000008 57.410000000000004 55.783232450000007 120.05000000000001 5.5000000000000009 6.0000000000000009 13.500000000000002 37.503969450000007 37.586700500000006 26.500000000000004 40.205000000000005 18.500000000000004 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 19 8 -7 12 11 -11 13 -9 -14 17 22 -15 -13 -6 -4 -20 -17 -12 -2 26 27 -26 -29 -27
right_child=1 -3 3 -5 5 7 -8 9 -10 10 23 18 14 15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-400.30011840875324 -7234.478356695512 -296.11110003172013 -41208.319940417685 -5073.5105725061239 -30534.712603935321 58217.582690143172 102648.17502854978 26480.220892011719 14756.302475400753 -14953.358211946514 13830.482131137715 61847.095785097044 -31154.12115459489 -17039.713254996768 571.46441071030131 -67806.033898711627 -70692.596018931756 68092.472563864299 216626.94368151907 55308.477622034377 -296948.79907280224 113775.21794388787 121750.90286380521 -5748.3524335661268 -2000.3742369959423 -5839.0952158995624 -17592.120166329591 34149.249345623961 115322.57412468149 11892.757633659434
leaf_weight=2184146 74194 1394478 7605 32539 9714 6422 732 26145 61203 3534 36960 2066 19622 23125 16387 171 821 1242 723 1035 91 2159 1506 23400 7558 87685 4374 19392 1116 23659
leaf_count=2184146 74194 1394478 7605 32539 9714 6422 732 26145 61203 3534 36960 2066 19622 23125 16387 171 821 1242 723 1035 91 2159 1506 23400 7558 87685 4374 19392 1116 23659
internal_value=0 462.684 2599.53 -12563.7 3940.55 7854.52 -14304.6 8982.79 18883.6 4741.45 12403.1 56259.5 -1183.63 9367.6 -16716.4 -7286.4 45525.8 -12700.5 107122 -22269 -44232.3 139577 102422 6240.28 -314.388 3256.45 21543 27642.1 38566.5 -2071.33
internal_weight=0 1.88966e+06 495180 40235 454945 236967 11481 225486 67625 157861 68842 8482 89019 53010 36009 26865 2498 24367 4948 10749 7696 2882 1677 60360 217978 143784 32440 28066 20508 111344
internal_count=4073804 1889658 495180 40235 454945 236967 11481 225486 67625 157861 68842 8482 89019 53010 36009 26865 2498 24367 4948 10749 7696 2882 1677 60360 217978 143784 32440 28066 20508 111344
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=4 0 1 0 0 1 1 1 4 6 1 0 6 0 1 1 6 7 2 0 0 4 6 5 0 0 6 3 4 7
split_gain=7.27388e+13 1.35943e+14 3.40855e+14 3.88562e+14 3.50151e+14 3.41921e+14 4.19582e+14 3.04958e+14 2.66161e+14 2.21582e+14 2.16548e+14 2.15995e+14 3.42193e+14 2.2127e+14 3.63682e+14 2.79315e+14 3e+14 2.54428e+14 2.26994e+14 2.05733e+14 1.92954e+14 4.34556e+14 2.67559e+14 4.85605e+14 4.43042e+14 2.47144e+14 2.39209e+14 4.49466e+14 2.32841e+14 3.38851e+14
threshold=23.500000000000004 45.177967300000006 38.999037500000007 45.082176650000008 45.040161900000008 38.977585500000011 38.965413050000002 38.989878900000008 24.500000000000004 130.05000000000004 39.029038350000008 54.724612400000005 64.015000000000015 51.707269950000004 39.178027400000005 39.178027400000005 81.705000000000013 6.0000000000000009 4046.5000000000005 45.059854000000009 55.046782850000007 25.500000000000004 58.045000000000009 1.5000000000000002 55.007293000000011 55.039488700000007 116.05000000000001 22.500000000000004 25.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 19 8 -7 -4 -5 12 -3 15 -15 16 17 -14 -17 -6 21 22 -13 24 -24 26 -25 -28 29 -22
right_child=1 11 3 10 5 7 -8 -9 -10 -11 -12 20 13 14 -16 18 -18 -19 -20 -21 28 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=120.31729903063052 -4298.5121351236239 -3560.4628322401609 -8780.3254971895567 -35718.066267012626 -25410.928661413003 64626.890730738152 -12259.567923528015 22183.958561645508 196317.45010993816 -136633.22510834853 42980.299704743084 5558.5090234981662 -36304.621198242188 -124321.63549698329 -33167.544776414688 -29290.461225898758 -144927.20917721521 95696.54048781193 110095.34895725723 63349.301218846922 2260.5709513519287 -13390.814232524323 4771.3725125294814 24826.676937913318 384618.20590753428 80770.466627715825 -130036.62671618853 148461.26625719573 3412.6495155629163 -7187.9337327181875
leaf_weight=3768288 3110 21417 12845 411 298 290 1723 400 326 137 2342 11155 200 505 3284 3395 79 541 121 2111 57665 7420 53 6041 73 758 244 76 57442 111054
leaf_count=3768288 3110 21417 12845 411 298 290 1723 400 326 137 2342 11155 200 505 3284 3395 79 541 121 2111 57665 7420 53 6041 73 758 244 76 57442 111054
internal_value=0 -1484.01 5741.63 -2893.06 22194.4 38199.2 25419.8 90172.1 134320 -10129.6 31231.3 -2099.83 -10189.5 -27663.1 -45316.6 -12236.6 40319.1 60068.7 -24493.6 52369.4 -1151.4 7038.4 15276.7 30239.6 224841 26795.3 20363.5 -63893.4 -2086.41 -3958.61
internal_weight=0 305516 23993 15735 8258 5148 4132 1016 616 12982 2753 281523 29542 8125 3789 4336 820 741 3516 2409 251981 25820 18400 7245 126 7119 6361 320 226161 168719
internal_count=4073804 305516 23993 15735 8258 5148 4132 1016 616 12982 2753 281523 29542 8125 3789 4336 820 741 3516 2409 251981 25820 18400 7245 126 7119 6361 320 226161 168719
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=6 5 2 0 1 2 3 4 3 4 6 0 6 6 4 0 0 7 6 0 0 1 5 1 7 1 0 4 1 1
split_gain=7.05356e+13 2.71729e+14 1.24392e+14 1.82734e+14 1.86231e+14 1.09109e+14 9.29782e+13 8.91029e+13 7.59438e+13 7.91725e+14 6.30925e+14 3.30354e+14 3.34155e+14 3.61534e+14 3.03695e+14 4.65968e+14 4.55175e+14 3.90061e+14 3.21498e+14 3.53508e+14 3.89931e+14 8.09713e+14 4.50232e+14 4.22307e+14 4.58504e+14 4.2558e+14 5.28374e+14 3.63373e+14 2.94881e+14 1.02667e+15
threshold=19.050000000000004 1.5000000000000002 2851.5000000000005 44.046956350000009 30.438492500000006 75.000000000000014 1.5000000000000002 7.5000000000000009 4.5000000000000009 6.5000000000000009 64.015000000000015 51.567244500000008 118.04500000000002 247.90000000000001 8.5000000000000018 47.139841100000005 59.982409200000006 6.0000000000000009 45.605000000000011 54.707511300000007 59.905532300000012 30.389265100000003 3.5000000000000004 37.290808600000013 6.0000000000000009 37.401708450000008 55.866549750000011 7.5000000000000009 20.507515800000004 33.882313700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -2 10 -10 12 -12 -14 15 -11 18 -18 -17 28 23 22 -22 24 -21 26 -25 -24 -20 -30
right_child=8 2 -4 4 5 -7 -8 -9 9 14 11 -13 13 -15 -16 16 17 -19 19 20 21 -23 27 25 -26 -27 -28 -29 29 -31
leaf_value=-11486.75627429369 488.94280115162093 142769.236671875 1642.2154873148834 257211.60556441327 -92433.295386904763 10638.769159009398 135238.73364456301 63421.831903872284 -3818.6683841864319 -5860.1434929130492 -27955.277814158635 -12367.560349323825 -106525.97128800448 115078.72005493165 60.73227873928986 3210.0899359059226 -7751.5906517022204 -122545.69234600739 -46197.946164411842 10540.356035314317 86807.5836113634 -101485.44374685513 -125374.42199125745 60961.218833974941 -69309.606934518044 19457.480264243248 369260.00628083886 283255.89554687502 228435.02142984793 43588.413043259701
leaf_weight=16570 1906583 150 2203 49 21 1405 123 46 176950 15333 8871 23679 923 80 1890688 9351 1155 398 246 1922 2215 295 168 207 1149 10335 76 25 347 2241
leaf_count=16570 1906583 150 2203 49 21 1405 123 46 176950 15333 8871 23679 923 80 1890688 9351 1155 398 246 1922 2215 295 168 207 1149 10335 76 25 347 2241
internal_value=0 -5841.44 17561.8 37110.9 27470.5 19135.4 102037 163377 29.6407 -378.295 -6202.64 -18775.1 -34141 -88850.6 254.941 8331.57 15553.7 -37170.8 18418.9 25816.1 20177.9 54886.8 74043.7 13324.4 -19335.1 22770.4 143755 -72443 58427.6 68372.7
internal_weight=0 20567 3997 1794 1644 1549 144 95 4.05324e+06 2.14665e+06 210503 33553 9874 1003 1.93615e+06 45463 30130 1553 28577 19226 16392 2703 2408 13689 3071 10618 283 193 2834 2588
internal_count=4073804 20567 3997 1794 1644 1549 144 95 4053237 2146654 210503 33553 9874 1003 1936151 45463 30130 1553 28577 19226 16392 2703 2408 13689 3071 10618 283 193 2834 2588
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 2 0 2 5 1 1 5 0 6 6 7 4 4 3 1 6 0 0 6 1 4 7 1 7
split_gain=7.15657e+13 5.66275e+14 4.49036e+14 4.88079e+14 8.02569e+14 3.73837e+14 5.01349e+14 2.98592e+14 3.97298e+14 3.07836e+14 2.8124e+14 1.77539e+14 1.59383e+14 1.56281e+14 1.43318e+14 1.38917e+14 1.28083e+14 1.27591e+14 1.67335e+14 2.36213e+14 2.3498e+14 1.27219e+14 1.12034e+14 1.07206e+14 3.50697e+14 2.67258e+14 2.41414e+14 3.68489e+14 5.20746e+14 2.69135e+14
threshold=60.753246850000004 33.882313700000005 61.686687400000004 6426.0000000000009 8009.5000000000009 59.999510900000011 4395.5000000000009 63.565651350000003 14624.000000000002 1.5000000000000002 45.71452080000001 72.839788400000018 2.5000000000000004 63.565651350000003 66.010000000000005 46.805000000000007 6.0000000000000009 2.5000000000000004 8.5000000000000018 8.5000000000000018 118.02765200000002 142.05000000000004 61.78914120000001 60.05226170000001 84.810000000000016 30.624707450000006 6.5000000000000009 6.0000000000000009 30.084656550000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 13 10 5 15 16 -7 9 -9 -6 -3 -10 -12 -2 -8 -5 -4 22 19 -19 -20 -14 -11 -1 25 26 27 -25 -29 -28
right_child=1 2 3 4 7 6 14 8 11 17 12 -13 21 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-4.9517923256147949 -61203.998788616147 -95612.122075171035 -2157.1314803772812 32673.94503027248 -12438.250757517149 2327.6520341974283 -56256.943211982834 -73366.042365528425 -40270.727786726806 46695.964580361775 16848.025908551161 131394.56799016989 45117.692543775222 -10296.938918162336 -115863.85224328755 76152.435220894244 -52164.458825843314 27254.558907457234 -9327.1560639852014 -269040.61712962965 46297.830411623523 -68225.118901211608 -28529.974809574716 9629.5851772503265 -53432.1451761305 -46734.452388925638 2999.5229579693332 253377.85959314124 30998.28161137212 -19520.376689234818
leaf_weight=3987094 1619 201 12008 1270 6412 1660 1775 993 97 241 9470 159 3400 961 522 1744 535 7752 3664 27 958 102 1109 4384 1482 1364 13619 154 333 8695
leaf_count=3987094 1619 201 12008 1270 6412 1660 1775 993 97 241 9470 159 3400 961 522 1744 535 7752 3664 27 958 102 1109 4384 1482 1364 13619 154 333 8695
internal_value=0 3528.57 5711.39 542.604 9518.16 -12744.5 -39543.4 2717.39 -44729.4 5656.49 21769.8 66349.5 23588.7 -42242.1 -69802.8 57832 -4290.11 14093.9 17272.1 26226.2 2202.21 41816.4 -15100.8 -49.7858 -6002.22 -3540.1 -1372.83 18796.7 101320 -5775.71
internal_weight=0 56679 54099 40926 24426 16500 3957 21412 1249 20163 13173 256 12972 2580 2297 3014 12543 13751 12401 7779 4622 3502 1350 4.01712e+06 30031 28549 27185 4871 487 22314
internal_count=4073804 56679 54099 40926 24426 16500 3957 21412 1249 20163 13173 256 12972 2580 2297 3014 12543 13751 12401 7779 4622 3502 1350 4017125 30031 28549 27185 4871 487 22314
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=0 1 4 3 6 6 1 1 4 1 7 5 6 4 4 7 3 2 2 3 6 3 0 6 4 1 6 3 4 3
split_gain=6.8449e+13 4.18082e+14 4.94912e+14 3.63477e+14 3.44478e+14 3.305e+14 3.27986e+14 3.61646e+14 6.06567e+14 3.89073e+14 4.32786e+14 3.62019e+14 3.46032e+14 4.19764e+14 6.39916e+14 1.24292e+15 4.08968e+14 3.33644e+14 3.22683e+14 3.21034e+14 2.99628e+14 2.98431e+14 2.73984e+14 2.68552e+14 3.04327e+14 2.61033e+14 2.39658e+14 3.24354e+14 3.25297e+14 2.45548e+14
threshold=43.6005307 39.749243900000003 12.500000000000002 13.500000000000002 116.05000000000001 80.720000000000013 39.908802000000009 40.965343750000009 18.500000000000004 43.047633000000012 6.0000000000000009 1.5000000000000002 72.50500000000001 12.500000000000002 11.500000000000002 6.0000000000000009 8.5000000000000018 3999.0000000000005 13916.000000000002 7.5000000000000009 35.010000000000012 1.5000000000000002 43.472751400000007 100.05000000000001 4.5000000000000009 39.718675700000013 47.005000000000003 8.5000000000000018 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 3 5 26 25 23 8 12 -9 11 -11 13 14 22 -16 -17 -13 -12 -19 -18 -7 -8 -3 -25 -1 -4 29 -29 -28
right_child=-2 6 4 -5 -6 21 7 9 -10 10 18 17 -14 -15 15 16 20 19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=130630.08070325002 -57.838746889921858 -24460.456025172836 20121.756908806386 -328794.26171875 -74338.373027343754 242006.44036315248 10180.296158920775 -83529.360934724697 175253.77525237668 -12504.603351112131 -18621.311053806949 -36533.555262599359 66344.02271577323 -80297.205134714546 -11514.765494514235 239782.29200969829 806137.77186748805 18871.464901722469 25199.217117438129 -14139.836380335191 298278.12232142861 48867.485375386495 -114413.88592032967 194131.13238877119 4387.1168751966234 417.67380889527215 105343.533337163 230625.64469702743 91368.649340476462 2200.8393793967748
leaf_weight=157 3994278 7093 981 32 200 91 5834 563 249 7866 14255 1351 1203 497 264 145 26 22060 1905 3400 21 662 182 118 298 7935 357 205 923 653
leaf_count=157 3994278 7093 981 32 200 91 5834 563 249 7866 14255 1351 1203 497 264 145 26 22060 1905 3400 21 662 182 118 298 7935 357 205 923 653
internal_value=0 2905.01 19941.2 7623.59 52885.8 8840.7 -180.88 2291.91 21501.3 -855.219 60.3645 6359 16816.5 8267.01 15068.1 129281 322874 11893.3 -13455.6 14463 579222 72208.3 6410.99 -19880.6 58208.7 2944.04 61043.8 79820.5 116677 38658.2
internal_weight=0 79526 12196 8877 3319 8845 67330 59821 8421 51400 50837 34677 8172 6969 6472 456 192 26811 16160 25460 47 753 6016 7509 416 8092 3119 2138 1128 1010
internal_count=4073804 79526 12196 8877 3319 8845 67330 59821 8421 51400 50837 34677 8172 6969 6472 456 192 26811 16160 25460 47 753 6016 7509 416 8092 3119 2138 1128 1010
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 4 0 3 4 1 4 4 0 1 1 4 4 4 0 4 0 5 1 6 5 4 4 4 4
split_gain=6.56293e+13 5.2162e+14 5.48031e+14 1.16168e+15 7.25587e+14 1.43009e+15 5.9767e+14 5.75487e+14 6.30491e+14 7.34188e+14 5.19707e+14 4.85063e+14 7.37404e+14 4.71484e+14 4.64269e+14 1.05766e+15 7.95236e+14 5.56352e+14 1.26761e+15 6.47371e+14 5.99053e+14 1.88642e+15 4.76882e+14 4.59608e+14 4.5365e+14 6.3368e+14 4.51307e+14 4.39204e+14 3.98176e+14 3.96736e+14
threshold=30.303340300000002 30.345769800000003 59.882709350000006 59.856552950000008 59.950512650000007 59.939085000000013 5.5000000000000009 60.028671700000011 7.5000000000000009 26.500000000000004 30.323041000000003 17.500000000000004 18.500000000000004 59.982409200000006 30.315889700000003 30.323041000000003 7.5000000000000009 16.500000000000004 15.500000000000002 59.933037250000005 20.500000000000004 59.933037250000005 1.5000000000000002 30.330566300000005 61.805000000000007 1.5000000000000002 8.5000000000000018 5.5000000000000009 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 3 -2 5 14 -5 8 23 13 11 -7 24 -10 17 16 27 18 22 -20 -19 -22 -4 29 25 -13 -25 -16 -17 -6
right_child=1 -3 4 6 7 10 -8 -9 9 -11 -12 12 -14 -15 15 28 -18 20 19 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1962.6615548576112 10968.326730848554 -80.728220003509421 13999.548022464172 9780.0448730085682 43903.399882906917 -105475.64028628379 103174.39218664213 -3962.3243405916874 116800.90784248938 -83275.398897309264 35438.234242203493 130258.05410211737 -73754.312542322194 46745.460431035455 46351.861519877122 1927.7842230774361 103527.0961996995 43836.608535785723 218000.34252178489 -144058.73366567455 -159764.82740967482 16727.49289035601 -27972.968457201521 -87422.277571377534 244542.54337525406 -180152.94043340776 3528.178890313417 -94813.620621881564 -104155.20716044109 2527.6276725497592
leaf_weight=163536 13183 3834081 4720 956 4758 2112 2419 9514 1248 367 487 176 1092 4173 576 4502 2071 3671 52 982 714 3989 6347 781 123 105 1810 357 384 4518
leaf_count=163536 13183 3834081 4720 956 4758 2112 2419 9514 1248 367 487 176 1092 4173 576 4502 2071 3671 52 982 714 3989 6347 781 123 105 1810 357 384 4518
internal_value=0 82.0828 8275.48 24370.3 3806.21 -6285.82 76719.6 15863.6 26547.5 53606.5 -61528.1 -74616.5 -31050.5 62873.3 1689.4 22298.9 68993 -6252.41 -19965 -125851 13563.2 -10067.2 -10072 13349.7 84376.5 14268.2 -23886.8 -7663.23 -6409.48 23750.8
internal_weight=0 3.91027e+06 76187 16558 59629 32460 3375 27169 17655 5788 4095 3608 1496 5421 28365 7890 3004 20475 12101 1034 8374 4703 11067 11867 404 281 2591 933 4886 9276
internal_count=4073804 3910268 76187 16558 59629 32460 3375 27169 17655 5788 4095 3608 1496 5421 28365 7890 3004 20475 12101 1034 8374 4703 11067 11867 404 281 2591 933 4886 9276
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=4 1 3 7 6 3 6 6 5 6 1 4 1 1 1 4 1 1 0 2 0 1 0 2 1 1 0 0 4 0
split_gain=6.38073e+13 1.4087e+14 1.31694e+14 1.14814e+14 1.0941e+14 8.21225e+13 7.60501e+13 6.67743e+13 2.13536e+14 3.89478e+14 2.9883e+14 2.31427e+14 2.29753e+14 1.14302e+15 6.82546e+14 5.44054e+14 4.5295e+14 7.42731e+14 6.84402e+14 4.10497e+14 4.007e+14 3.80551e+14 4.12144e+14 7.2342e+14 5.48936e+14 9.61376e+14 6.34981e+14 6.07023e+14 4.38812e+14 5.22385e+14
threshold=38.500000000000007 37.755233900000007 22.500000000000004 6.0000000000000009 74.615000000000009 34.500000000000007 67.91500000000002 99.050000000000011 1.5000000000000002 100.05000000000001 38.247071200000008 17.500000000000004 49.176406850000006 49.095306150000006 47.800771000000005 5.5000000000000009 49.692247900000005 50.136929700000003 53.175387700000009 8299.5000000000018 55.791814000000009 55.90712030000001 54.604289300000012 2851.5000000000005 60.571186450000006 60.620042600000012 56.850115550000005 56.818587550000011 4.5000000000000009 55.012912000000007
decision_type=2 2 2 2 2 2 2 2 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 6 -2 7 -3 -1 9 11 -11 -9 13 14 19 -15 -14 18 -18 -10 -17 -19 -23 -24 -25 26 27 -26 -27 -30
right_child=1 3 -4 -5 -6 -7 -8 8 12 10 -12 -13 16 15 -16 20 17 21 -20 -21 -22 22 23 24 25 28 -28 -29 29 -31
leaf_value=77.394976058550441 -53428.82882608442 -71190.937890625006 51511.097205528844 -24501.845488011233 72056.953459821438 73268.485688572313 -205191.92103027343 -272698.08067759901 2031.3146105140409 -82414.705276227687 9312.0450124687559 92153.43441220239 -57094.64493309793 170168.13325053095 -65821.441212853068 -7741.3808902718929 -149449.6681123047 -37078.796909016331 131769.19525013593 -39239.138035156444 76715.761314846488 -35965.454984717275 67144.504846813215 -51569.624019316419 2663.3974665486708 42091.599648517848 -43684.570903596032 109591.19913225531 -35609.214375176532 -2313.7078483409123
leaf_weight=3942922 402 90 312 217 84 153 80 101 71625 560 971 21 1749 412 1578 885 100 3825 643 2494 1538 3723 1492 2266 781 1808 549 1658 5809 24956
leaf_count=3942922 402 90 312 217 84 153 80 101 71625 560 971 21 1749 412 1578 885 100 3825 643 2494 1538 3723 1492 2266 781 1808 549 1658 5809 24956
internal_value=0 -23201.3 809.345 -72711.7 -31739.9 6.75084 -134250 3.99844 -2229.97 -37941.6 -24239.2 -209896 -1768.39 1591.85 -742.906 63931.9 -7114.66 -5278.6 93920.1 642.622 45867.8 -6851.23 -4165.01 -1153.92 -3847.79 -806.887 53480.4 75351.5 -5786.79 -8600.51
internal_weight=0 1185 798 387 486 4.07262e+06 170 4.07247e+06 129544 1653 1531 122 127891 78532 75697 2835 49359 47610 743 74119 2423 46867 43042 39319 37827 35561 2988 2439 32573 30765
internal_count=4073804 1185 798 387 486 4072619 170 4072466 129544 1653 1531 122 127891 78532 75697 2835 49359 47610 743 74119 2423 46867 43042 39319 37827 35561 2988 2439 32573 30765
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=6 0 0 1 2 5 5 0 0 5 0 1 4 0 0 3 4 1 3 0 1 3 1 1 7 3 5 1 1 3
split_gain=6.99116e+13 2.43285e+14 2.78183e+14 1.30238e+14 1.51558e+14 2.24594e+14 2.05142e+14 1.47913e+14 1.99011e+14 2.23338e+14 1.95418e+14 1.87792e+14 1.54203e+14 2.05931e+14 3.1616e+14 1.37234e+14 1.37022e+14 1.36969e+14 1.34393e+14 1.38526e+14 1.20523e+14 2.86696e+14 1.62828e+14 1.19954e+14 1.19572e+14 1.13584e+14 1.13104e+14 1.3603e+14 1.11506e+14 1.01978e+14
threshold=189.00000000000003 57.174562350000009 57.15297970000001 37.331232350000008 75.000000000000014 3.5000000000000004 1.5000000000000002 45.036141150000006 43.051287600000009 2.5000000000000004 45.063245050000006 43.80299105000001 4.5000000000000009 56.006509350000009 54.86311005000001 24.500000000000004 21.500000000000004 37.873748150000004 7.5000000000000009 53.506098950000009 82.948524700000021 15.500000000000002 65.559704250000024 49.030112300000006 6.0000000000000009 1.5000000000000002 5.5000000000000009 30.425503950000003 30.345769800000003 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 -6 -10 16 -11 13 14 -12 18 -9 -16 19 -14 22 -22 -20 -19 26 -25 27 28 -3 -4
right_child=1 24 29 4 7 -7 -8 10 9 11 12 -13 15 -15 17 -17 -18 23 20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-16.718136067895724 74968.960013623335 -68537.037645048258 22395.685312500002 -209187.93864103619 52699.541322029676 -367092.69437500002 91839.007925851009 58990.917877604174 44331.273197719034 -53569.081217227227 -5106.7612608213685 -232660.98716947116 42967.897503847067 -52071.601562775642 366174.14714673912 -200718.15224609376 210668.78200231484 -15314.500292968751 35525.79751592259 -18822.690000173356 53252.788226161865 -291230.86535714287 162797.92498959403 291976.28831845237 -165475.82288500643 116873.08899656648 55047.430718749994 -12797.311518597395 -235154.44057017547 288825.51133578434
leaf_weight=4067180 337 136 20 38 298 25 56 225 224 590 296 65 462 155 23 32 81 60 571 1690 78 35 122 42 73 314 125 343 57 51
leaf_count=4067180 337 136 20 38 298 25 56 225 224 590 296 65 462 155 23 32 81 60 571 1690 78 35 122 42 73 314 125 343 57 51
internal_value=0 10265 17030.4 14629.8 10920.5 -100701 -29852.7 13397.3 -17921.9 -41864.1 22203.5 -71341.6 16135.7 52675.9 74765.6 5259.22 99140.9 128620 7487.5 -5557.24 42316.6 -53445.7 57931.6 115486 -44023.3 137531 -30610.3 -50586.4 -117745 213775
internal_weight=0 6624 5890 5819 5482 119 94 5363 1177 879 4186 655 3880 890 735 2990 306 439 2958 2152 806 113 693 416 734 356 661 536 193 71
internal_count=4073804 6624 5890 5819 5482 119 94 5363 1177 879 4186 655 3880 890 735 2990 306 439 2958 2152 806 113 693 416 734 356 661 536 193 71
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=0 0 1 6 5 6 5 1 1 4 4 1 4 0 1 0 1 1 2 6 6 0 1 3 1 1 1 0 0 0
split_gain=6.43737e+13 2.71835e+14 2.89342e+14 1.96991e+14 1.58867e+14 1.58395e+14 1.32382e+14 1.1063e+14 1.47017e+14 9.90734e+13 8.8819e+13 8.58714e+13 8.14832e+13 7.84987e+13 7.64452e+14 4.59042e+14 6.62325e+14 5.68971e+14 3.92529e+14 3.53782e+14 3.19756e+14 3.18223e+14 3.82575e+14 4.31966e+14 3.47431e+14 7.58605e+14 7.41233e+14 5.48729e+14 4.12045e+14 4.08051e+14
threshold=43.051287600000009 42.965693300000005 47.504912950000005 125.02000000000002 3.5000000000000004 67.00500000000001 1.5000000000000002 47.504912950000005 47.386825600000002 10.500000000000002 12.500000000000002 47.800771000000005 19.500000000000004 45.001720900000002 43.80299105000001 44.685196900000008 37.804148700000006 38.91194105000001 13916.000000000002 74.015000000000015 64.805000000000021 45.053967500000006 39.079932600000006 12.500000000000002 38.977585500000011 38.97264950000001 38.958307950000012 45.036141150000006 45.029425500000009 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 8 -7 -4 -5 -8 -9 14 15 -2 -17 -18 19 -16 -19 22 23 24 25 26 -15 -27 -28 -29
right_child=13 2 3 10 -6 7 11 12 -10 -11 -12 -13 -14 21 18 16 17 20 -20 -21 -22 -23 -24 -25 -26 27 28 29 -30 -31
leaf_value=-8700.2363484814396 3291.9672083579107 5077.961704821998 56942.887107669238 191138.47232864736 47349.116040210727 -53818.849363567075 23987.532091341942 -19058.65346573108 44148.504039117295 13612.687475455241 34138.53409375 -9245.171530929505 -193140.5837962963 -6787.1299442426507 -31255.043133174066 453.06257545210548 -46113.858966625208 -5278.5207034848927 2104.6746133698121 -88057.126503284584 -33099.178100964105 -102.12379365471554 -3443.7524629426407 23870.448048248352 11205.936905272047 26684.935305684765 48408.169699513412 -49270.204822781685 4748.8309264002282 47732.858166999496
leaf_weight=3926 120029 12037 1213 129 960 205 3447 6490 606 934 50 1004 27 15823 5032 51225 5896 18660 2649 1402 5306 3702941 38345 15166 43714 1415 4971 5909 3825 468
leaf_count=3926 120029 12037 1213 129 960 205 3447 6490 606 934 50 1004 27 15823 5032 51225 5896 18660 2649 1402 5306 3702941 38345 15166 43714 1415 4971 5909 3825 468
internal_value=0 4537.51 14013.5 46496 8200.24 -4707.96 4684.94 -15445.5 19384.9 38093.1 147284 16491.3 -19779.9 -34.825 -1916.4 -634.803 -6447.4 -18284.4 -30293.5 -43632.5 -11437.9 68.3706 4938.4 8459.15 5388.84 -2456.91 6150.07 -29650.9 29422.6 -42151.3
internal_weight=0 31028 15323 2326 12997 15705 8377 7328 811 2147 179 4451 6517 4.04278e+06 210199 201116 81087 29862 9083 6434 23966 3.83258e+06 129636 91291 76125 32411 24619 7792 8796 6377
internal_count=4073804 31028 15323 2326 12997 15705 8377 7328 811 2147 179 4451 6517 4042776 210199 201116 81087 29862 9083 6434 23966 3832577 129636 91291 76125 32411 24619 7792 8796 6377
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=4 1 4 4 1 0 0 1 1 6 0 5 4 6 1 2 6 6 4 0 0 1 0 1 2 1 2 0 1 0
split_gain=6.42894e+13 2.63893e+14 7.3989e+14 7.49661e+14 6.79826e+14 6.08029e+14 1.68644e+15 1.15979e+15 1.49719e+15 8.72256e+14 1.20051e+15 1.14124e+15 1.33774e+15 7.97717e+14 5.8964e+14 8.85695e+14 5.88822e+14 5.86686e+14 8.45237e+14 5.83736e+14 6.30987e+14 5.7008e+14 5.61694e+14 1.11578e+15 5.52915e+14 5.00357e+14 9.45587e+14 5.94178e+14 1.68888e+15 1.19147e+15
threshold=10.500000000000002 38.011626600000007 8.5000000000000018 2.5000000000000004 38.430814800000007 60.002985000000002 59.91832440000001 30.410676000000006 30.242318500000007 66.50500000000001 59.933037250000005 1.5000000000000002 9.5000000000000018 97.020000000000024 38.893394150000006 915.50000000000011 38.805000000000007 64.015000000000015 7.5000000000000009 56.385857200000011 54.86311005000001 30.330566300000005 59.856552950000008 30.315889700000003 1250.5000000000002 38.999037500000007 3191.5000000000005 55.721784200000009 39.723160900000003 55.214863500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 6 22 8 -8 10 -10 21 -13 -11 24 -16 -5 -18 -19 20 -3 -12 -4 -24 -6 26 -17 29 -29 -27
right_child=-2 4 5 16 14 -7 7 -9 9 13 11 12 -14 -15 15 25 17 18 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-21460.686659573199 -513.35729976637174 1606.0902832465438 -6350.8521384104688 -5873.7007791673677 -1781.9451860635991 -24222.110171774326 -51438.533112521458 -18704.928024087752 124339.15612495365 114925.02051989593 73833.431328384948 -111645.70880664716 57020.313809939908 6739.358172951579 -22426.487502792577 13958.784223712824 9375.7715428786742 -7508.0306363113741 26246.38462840367 -29514.308094195341 23379.181138803284 -16735.180185872396 -85374.912005765087 -9859.0614211963311 -24735.999094712421 79.230479118158456 -24766.412062991058 -56850.642836847903 3694.1213977769339 -14720.841401052694
leaf_weight=13345 1525805 23423 153687 58750 26081 17605 1511 4315 1169 3160 2420 1236 759 869 16377 56596 129278 51080 8679 3272 30828 975 2729 6913 17559 1247764 7096 4643 599006 56874
leaf_count=13345 1525805 23423 153687 58750 26081 17605 1511 4315 1169 3160 2420 1236 759 869 16377 56596 129278 51080 8679 3272 30828 975 2729 6913 17559 1247764 7096 4643 599006 56874
internal_value=0 307.411 -1865.18 1627.11 784.118 -6486.19 -4749.04 25806.1 41680.5 54969.4 32474 12550 -47476.5 91590.9 480.634 732.998 2870.54 5588.13 -2605.76 11504.7 13978.6 47823.3 -7819.72 -31232.5 -11017.7 925.334 9644.36 634.323 3228.44 -565.959
internal_weight=0 2.548e+06 458480 261132 2.08952e+06 197348 179743 16414 12099 10588 6559 5390 1995 4029 2.032e+06 1.98836e+06 247787 189037 59759 57523 54251 3395 163329 9642 43640 1.97198e+06 63692 1.90829e+06 603649 1.30464e+06
internal_count=4073804 2547999 458480 261132 2089519 197348 179743 16414 12099 10588 6559 5390 1995 4029 2031996 1988356 247787 189037 59759 57523 54251 3395 163329 9642 43640 1971979 63692 1908287 603649 1304638
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=3 4 0 1 2 6 1 4 4 1 0 0 1 0 0 1 0 1 4 1 1 1 3 3 6 6 4 1 0 1
split_gain=6.41291e+13 1.38228e+14 2.318e+14 3.99052e+14 2.08581e+14 1.97502e+14 2.30422e+14 1.89644e+14 1.39365e+14 1.63101e+14 1.36357e+14 2.27927e+14 1.82223e+14 1.87623e+14 1.90276e+14 1.72535e+14 1.55172e+14 1.27066e+14 1.26821e+14 1.26375e+14 1.46949e+14 1.17683e+14 2.73438e+14 1.46976e+14 1.10679e+14 1.10448e+14 1.05811e+14 1.04874e+14 9.71196e+13 1.56471e+14
threshold=25.500000000000004 32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 52.330000000000005 37.374856000000008 33.500000000000007 33.500000000000007 37.858952300000006 55.743464250000009 55.749683450000006 37.425454150000007 55.696737300000009 55.667390500000003 37.631035900000008 55.768246800000007 37.755233900000007 38.500000000000007 37.740454950000007 37.618684050000006 37.543519500000009 12.500000000000002 10.500000000000002 82.905000000000015 77.010000000000005 34.500000000000007 37.475446350000006 59.905532300000012 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 -7 9 10 12 -12 -8 14 -14 -16 -13 -18 -4 20 21 27 23 -23 -17 -6 -3 -10 29 -2
right_child=28 2 5 4 25 6 8 -9 19 -11 11 16 13 -15 15 24 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=13.931853571070091 38894.974544164659 -25212.196167058082 3344.6430406041591 151533.67941701153 -30787.0661482094 163928.32426714603 -285556.04823717952 -46469.789177847604 -15900.948525634767 616.64450960029956 142377.98782348633 -216362.88886718752 -196834.00120497882 -98563.553520240588 266372.70056818187 -33753.488920910648 -38130.699138530515 139824.46490091464 -65856.811155308314 -33910.479240245288 90963.577466724542 -111063.70357623923 46789.590401335685 -445610.63899739581 118221.38540683962 125110.90837545956 105127.59154411765 70569.373895941841 -37845.023275405249 4314.0253482037178
leaf_weight=4051753 1600 741 4887 303 137 113 39 69 400 811 72 48 59 804 22 500 1879 41 280 895 216 29 62 24 53 68 68 216 434 7181
leaf_count=4051753 1600 741 4887 303 137 113 39 69 400 811 72 48 59 804 22 500 1879 41 280 895 216 29 62 24 53 68 68 216 434 7181
internal_value=0 -18.8915 -10379.8 29362.8 98827.6 -14923.7 -26733.5 84162 -30004.6 -39809.3 -49131.3 -32377 -72272 -66487.6 -25810.8 -8262.28 -38770.4 -34330.6 -405.387 -6967.26 18496.5 -2916.47 -95778.7 -262557 -19188.1 20925.4 -14256.6 14419.8 8332.74 10615.1
internal_weight=0 4.06459e+06 12836 1317 508 11519 6352 182 6170 4328 3517 2040 1477 1438 634 575 1968 1920 5167 1842 947 731 115 53 553 205 809 616 9215 8781
internal_count=4073804 4064589 12836 1317 508 11519 6352 182 6170 4328 3517 2040 1477 1438 634 575 1968 1920 5167 1842 947 731 115 53 553 205 809 616 9215 8781
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=3 4 6 6 1 1 4 5 2 0 4 6 0 0 7 0 6 1 1 6 0 0 1 1 7 6 1 0 1 1
split_gain=6.2013e+13 2.22963e+14 3.02659e+14 3.06989e+14 3.18961e+14 3.06292e+14 3.7235e+14 2.8102e+14 2.7417e+14 4.12646e+14 2.98077e+14 2.6805e+14 3.46859e+14 4.5869e+14 5.29002e+14 4.33763e+14 5.68538e+14 5.41586e+14 8.92726e+14 5.92151e+14 5.08349e+14 4.92792e+14 4.10187e+14 4.85729e+14 3.94307e+14 9.02722e+14 6.05597e+14 3.83965e+14 4.99908e+14 6.41114e+14
threshold=10.500000000000002 18.500000000000004 134.05000000000004 49.010000000000012 37.682335600000009 37.631035900000008 21.500000000000004 3.5000000000000004 36.000000000000007 55.390026600000006 2.5000000000000004 39.810000000000009 55.633951400000008 55.622114900000007 6.0000000000000009 55.721784200000009 128.05000000000004 37.46219940000001 37.586700500000006 71.030000000000015 55.660117850000006 55.685785750000008 37.702956500000006 37.618684050000006 6.0000000000000009 70.00500000000001 37.503969450000007 55.749683450000006 37.702956500000006 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -1 -11 -12 13 22 -15 17 27 20 19 -19 -14 -20 23 24 -13 -26 -27 28 29 -17
right_child=-2 2 7 4 -6 6 -8 -9 -10 10 11 12 15 14 -16 16 -18 18 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-109207.39729548653 905.78420894259091 475.07389101895518 -3206.1320460409493 -1963.654594419125 -10545.37319125246 81125.221926386483 -3703.8751963164427 109829.60747925071 266.25022876340961 -97569.211254304973 2862.2575817148736 13460.805468983006 -18356.667365547892 67246.583559721461 -24352.181875796643 6307.8611093756163 -219197.14923145325 6513.3611488578535 -43734.75491728972 94621.457734831085 -85011.500883616871 -9250.9832130403847 44643.565802943282 -51602.260250878717 3986.1705873475498 -63070.183102820534 87504.920464918352 -7814.4853372335101 -13869.726937705593 78192.879576235719
leaf_weight=372 637555 114687 424 47225 79724 1002 1070 457 3033943 338 45969 11172 2305 2100 901 3108 123 4715 7756 910 2272 8899 1822 2016 10303 3681 288 43087 3515 2065
leaf_count=372 637555 114687 424 47225 79724 1002 1070 457 3033943 338 45969 11172 2305 2100 901 3108 123 4715 7756 910 2272 8899 1822 2016 10303 3681 288 43087 3515 2065
internal_value=0 -168.057 -3077.86 -3289.36 -6635.58 -312.58 37318.7 55428.8 54.9319 -4010.12 -3761.41 -3559.46 -6218.01 2511.56 39745.6 -9796.41 -4457.65 -20112.9 -13676.6 20767.3 -51443.8 -25309.6 -1304.41 -4353.11 -609.428 -11623.5 -52144.1 -3947.5 15230.3 35003.5
internal_weight=0 3.43625e+06 244589 243708 129021 49297 2072 881 3.19166e+06 157717 157345 157007 111038 32283 3001 78755 51898 26857 22280 5625 4577 16655 29282 27460 25444 14272 3969 51775 8688 5173
internal_count=4073804 3436249 244589 243708 129021 49297 2072 881 3191660 157717 157345 157007 111038 32283 3001 78755 51898 26857 22280 5625 4577 16655 29282 27460 25444 14272 3969 51775 8688 5173
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 2 4 0 4 6 0 2 4 7 5 0 0 0 6 1 1 0 1 1 0 0 1 0 0 7
split_gain=6.27707e+13 3.20675e+14 3.89085e+14 3.04892e+14 2.70634e+14 5.09791e+14 3.72681e+14 5.29838e+14 2.81185e+14 2.68796e+14 3.58684e+14 2.64414e+14 3.25094e+14 5.50953e+14 3.16525e+14 2.63003e+14 2.5118e+14 2.49398e+14 2.46992e+14 3.90561e+14 4.08043e+14 3.23498e+14 3.04947e+14 7.02016e+14 3.69028e+14 4.31524e+14 3.94249e+14 3.23219e+14 2.95369e+14 2.88818e+14
threshold=55.015000000000008 59.815000000000005 37.957884500000006 49.010000000000012 38.430814800000007 2828.5000000000005 7.5000000000000009 55.753967500000009 2.5000000000000004 46.805000000000007 47.319699650000011 6082.0000000000009 17.500000000000004 6.0000000000000009 1.5000000000000002 43.6005307 54.962581500000006 55.013931500000005 41.285000000000004 37.343102500000008 30.472130500000002 59.699368850000006 82.991167100000027 82.860505900000007 55.696737300000009 55.897267000000006 39.777866350000004 56.385857200000011 56.128722100000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 9 5 6 -5 -8 -6 16 -11 -4 13 14 -13 -10 -1 -15 19 20 -18 -20 23 24 -21 -26 27 -27 -28 -24
right_child=1 -3 11 4 8 -7 7 -9 15 10 -12 12 -14 17 -16 -17 18 -19 21 22 -22 -23 29 -25 25 26 28 -29 -30 -31
leaf_value=-1777.6963719656346 -2399.4219783735371 -238.45747974513429 8588.9357058159803 11589.085611393975 11136.190656680586 13603.31952775277 5069.2105582249678 -11206.46707594136 10418.712316945153 12945.407420562356 1737.787800903041 -24947.096192347493 -12389.790487668382 16731.016299107381 -497.04490638909613 -6056.9201839146508 627.00667182887014 2926.0631248440441 -2565.9266438592499 -2266.1290386276728 -10208.474137047198 6001.2435472579064 2022.2410681433846 13459.993815012591 8552.290818391979 -2503.0462675032245 -9999.5281750786835 -23496.866648945586 4323.3179738898389 -9781.8083101915236
leaf_weight=664748 89941 1279138 122167 16270 10727 25319 32527 51942 10094 34053 176870 5914 13873 31882 50570 241452 111456 22198 334392 129678 50502 50767 50560 63836 130667 28842 15629 9834 182825 35131
leaf_count=664748 89941 1279138 122167 16270 10727 25319 32527 51942 10094 34053 176870 5914 13873 31882 50570 241452 111456 22198 334392 129678 50502 50767 50560 63836 130667 28842 15629 9834 182825 35131
internal_value=0 484.175 3230.75 -318.24 -2889.43 918.44 -2269.68 -4939.09 -4719.63 164.162 3547.23 5284.18 2039.7 3850.24 -3057.02 -5395.79 -219.71 11064.6 647.598 1639.97 -2751.73 -1436.71 2739.3 3587.56 2320.72 3937.96 1395.3 -7841.07 3195.34 -2817.1
internal_weight=0 1.61568e+06 336545 2.45812e+06 388331 126058 100739 84469 262273 2.06979e+06 210923 246604 124437 110564 56484 251546 1.85887e+06 54080 1.19412e+06 808960 161958 385159 647002 561311 497475 367797 237130 38676 198454 85691
internal_count=4073804 1615683 336545 2458121 388331 126058 100739 84469 262273 2069790 210923 246604 124437 110564 56484 251546 1858867 54080 1194119 808960 161958 385159 647002 561311 497475 367797 237130 38676 198454 85691
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 0 2 4 1 1 0 0 7 5 7 6 0 1 6 0 1 0 1 0 4 0 0 7 4
split_gain=6.46549e+13 6.08978e+14 7.13371e+14 6.10205e+14 5.55269e+14 8.30301e+14 6.12288e+14 6.36215e+14 1.09486e+15 1.42879e+15 9.46938e+14 1.60172e+15 1.5009e+15 6.87497e+14 6.75855e+14 1.17592e+15 7.40008e+14 5.79793e+14 5.75331e+14 5.71955e+14 5.60882e+14 8.77375e+14 5.54969e+14 2.36083e+15 8.71329e+14 6.82701e+14 1.08007e+15 8.27952e+14 1.382e+15 5.36277e+14
threshold=451.00000000000006 38.782330450000011 55.579943700000008 56.342669500000007 38.109452700000006 55.193450100000007 56.020150250000007 75.000000000000014 5.5000000000000009 36.593086150000012 37.873748150000004 55.759969450000007 55.622114900000007 6.0000000000000009 2.5000000000000004 6.0000000000000009 73.995000000000019 55.801384500000005 38.011626600000007 110.01500000000001 55.710673100000008 37.897576350000001 56.288960650000007 38.166910000000009 56.309668500000008 18.500000000000004 55.633951400000008 55.390026600000006 6.0000000000000009 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 4 5 18 7 -7 9 -9 14 12 -12 -13 -10 -16 -17 -15 -1 22 -14 -22 25 -24 29 26 27 28 -6 -25
right_child=-2 2 -4 -5 19 6 -8 8 10 -11 11 13 20 17 15 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-33263.020425253831 -177.90198275555943 1553.7407400726904 -36159.774288442917 -22992.922024904477 1345.8642925601589 -1131.5935170884284 -15535.864407746623 -43395.441193049861 3243.0874645875383 23940.671972201671 -41908.082896782347 -20262.799007206064 24539.37033909779 -5349.670983268381 32303.882472815349 29593.010939360807 -25460.859055618581 -84617.124482341038 14489.626851017721 -98575.353518515476 88738.228640923553 -8067.0685127310317 8954.1205832836295 -15407.048643092105 -16698.471126302084 -39818.964593534314 -3790.218162584436 46298.095439978104 126708.00599599139 213019.22719796721
leaf_weight=11377 3396489 10629 9497 10084 13228 290401 20437 3388 118184 45080 5963 17430 17960 1261 22722 3631 7453 3440 3242 473 1003 14066 5506 114 246 2789 24782 10943 942 1044
leaf_count=11377 3396489 10629 9497 10084 13228 290401 20437 3388 118184 45080 5963 17430 17960 1261 22722 3631 7453 3440 3242 473 1003 14066 5506 114 246 2789 24782 10943 942 1044
internal_value=0 892.114 -16242.4 1416.85 1797.23 860.211 1461.23 2090.54 5667.68 19233.8 2582.36 -7929.05 4266.57 -29416.2 6809.54 19277.7 -7425.8 -63354.4 -22673.1 10954.8 12602.9 -1623.66 11824.1 38470.2 154222 8329.24 11020.6 25636.2 9679.75 190532
internal_weight=0 677315 20126 657189 647105 587038 572419 551982 261581 48468 213113 61123 38992 22131 151990 33806 11084 4701 14619 60067 33029 15069 59594 6910 1404 52684 49895 25113 14170 1158
internal_count=4073804 677315 20126 657189 647105 587038 572419 551982 261581 48468 213113 61123 38992 22131 151990 33806 11084 4701 14619 60067 33029 15069 59594 6910 1404 52684 49895 25113 14170 1158
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=6 5 1 3 4 3 5 6 2 5 0 2 3 4 6 0 5 5 4 1 1 2 1 0 0 4 1 3 4 0
split_gain=6.3228e+13 1.82281e+14 1.29478e+14 9.46302e+13 1.08667e+14 1.27993e+14 7.47005e+13 2.99588e+14 1.54609e+14 9.55072e+13 7.23017e+13 8.51164e+13 1.1746e+14 7.04722e+13 6.01107e+13 2.00499e+14 1.10329e+14 2.59146e+14 2.40001e+14 2.00709e+14 1.88656e+14 2.78995e+14 2.35435e+14 1.88265e+14 2.45491e+14 1.55093e+14 1.39924e+14 1.26477e+14 1.51878e+14 1.34681e+14
threshold=21.020000000000003 3.5000000000000004 39.939672500000007 1.5000000000000002 5.5000000000000009 6.5000000000000009 1.5000000000000002 15.450000000000001 75.000000000000014 2.5000000000000004 57.100506200000005 75.000000000000014 1.5000000000000002 5.5000000000000009 189.00000000000003 57.978821400000008 3.5000000000000004 2.5000000000000004 1.5000000000000002 39.135518400000002 37.978059650000013 75.000000000000014 37.586700500000006 45.029425500000009 43.051287600000009 5.5000000000000009 38.247071200000008 10.500000000000002 2.5000000000000004 54.980317700000008
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 -8 11 12 -1 -9 -2 16 17 26 -18 25 21 -20 -23 24 -22 -19 -16 28 29 -21
right_child=14 2 -4 4 5 -7 7 13 -10 -11 -12 -13 -14 -15 15 -17 18 19 20 27 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-75132.909574866921 20.087276996302233 -23663.9005895544 22474.072274872753 70403.949660326092 389848.18608530407 89445.378260869576 49091.848648437503 -65930.698645303419 11366.300652334607 222583.1944602273 -16698.742777856864 -1998.9310012090432 -12947.251466931917 -186183.6950827206 -45306.059541896131 -47585.435338182549 -228914.41380912164 -79983.744299195547 -212933.54162946428 -68938.506341911765 66623.329095982146 70631.099788467778 257447.82096058238 29790.376372792351 -75009.282996415277 76134.228272619919 38605.081895149015 57150.775117924532 -133437.88119791666 218333.69361979165
leaf_weight=343 4033969 27 264 46 37 23 75 172 3391 55 5958 20098 2654 68 244 562 37 101 28 51 175 289 88 2962 407 172 1071 53 360 24
leaf_count=343 4033969 27 264 46 37 23 75 172 3391 55 5958 20098 2654 68 244 562 37 101 28 51 175 289 88 2962 407 172 1071 53 360 24
internal_value=0 -4345.47 63008.7 143468 186040 274694 -5160.35 8100.64 15469.2 122492 -6877.03 -4343.24 -20064.3 -100002 35.7168 9554.02 14851.3 -3842.2 24587.4 -50286.2 26962.5 91618.9 114238 19573.8 -32422.2 18376.3 23035.3 -88697.7 -106468 22988.6
internal_weight=0 33211 397 133 106 60 32814 3761 3521 130 29053 23095 2997 240 4.04059e+06 6624 6062 2076 3986 761 3949 405 377 3544 582 273 1315 488 435 75
internal_count=4073804 33211 397 133 106 60 32814 3761 3521 130 29053 23095 2997 240 4040593 6624 6062 2076 3986 761 3949 405 377 3544 582 273 1315 488 435 75
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=1 1 0 2 6 1 0 2 6 6 0 1 6 0 0 6 1 1 1 6 6 6 1 0 0 6 4 0 0 0
split_gain=5.97521e+13 2.13464e+14 1.57563e+14 2.95627e+14 2.10722e+14 1.78062e+14 1.37428e+14 1.34592e+14 1.54679e+14 1.31867e+14 1.31148e+14 1.53716e+14 1.48933e+14 1.37817e+14 1.3511e+14 1.44105e+14 1.17514e+14 1.14815e+14 5.00333e+14 3.49222e+14 3.04006e+14 2.8466e+14 2.94276e+14 2.93793e+14 1.11454e+15 7.55627e+14 8.3923e+14 3.78412e+14 3.40138e+14 3.32881e+14
threshold=92.791023150000015 92.948588300000011 52.516286950000008 9236.5000000000018 80.030000000000015 94.478249850000012 58.010305850000002 12544.500000000002 92.02500000000002 61.425000000000004 51.768991500000006 113.48479755000001 50.410000000000004 52.02416370000001 52.07762420000001 112.00500000000001 113.48479755000001 82.970388650000018 82.965501500000016 112.00500000000001 156.15000000000003 94.02500000000002 82.973036600000015 54.942865800000007 54.810424650000009 69.605000000000004 4.5000000000000009 53.888505650000006 54.724612400000005 54.973017600000006
decision_type=2 2 2 2 2 2 2 2 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 9 3 4 5 -3 7 8 -4 -2 12 -12 -5 -13 15 -15 -8 18 -1 -20 -21 23 -23 24 27 -26 -27 -19 -29 -25
right_child=1 2 6 10 -6 -7 16 -9 -10 -11 11 13 -14 14 -16 -17 -18 21 19 20 -22 22 -24 29 25 26 -28 28 -30 -31
leaf_value=-8.6886485264575963 4637.8684257286059 72052.294176100026 -8746.1747325556062 2167.6330337370287 52551.244196050509 8699.0286693146318 -46535.403683314376 71287.318865001143 -72753.742523687382 17714.645279418201 -7258.3225218695407 -14965.025758086493 -45597.222687513146 17783.51143215409 -61798.365246110516 -49940.553554567683 10148.645672010021 1683.6525263021501 9744.1008646364608 145838.73085937501 -217901.32843749999 -144283.12371891804 -17063.905617446024 -10639.277212710682 16970.579722021714 176476.76063627415 43659.392635833879 -33022.11772997841 -3678.2320958761456 -1429.2695157912549
leaf_weight=3450934 26136 458 26512 1188 1310 14153 388 207 383 10939 15236 2106 1449 8674 233 326 6374 70774 45993 284 25 186 8097 45155 17175 615 2101 6461 10165 299767
leaf_count=3450934 26136 458 26512 1188 1310 14153 388 207 383 10939 15236 2106 1449 8674 233 326 6374 70774 45993 284 25 186 8097 45155 17175 615 2101 6461 10165 299767
internal_value=0 2236.33 -701.551 3166.96 14129.7 10684.9 -5857.4 -9039.44 -9657.68 8496.18 -2807.92 -697.257 -24078.6 8118.72 13384 15330.4 6896.14 -65.5869 129.859 10455.9 116410 -1549.9 -19920.7 -1213.41 3356.71 24721.3 73734 -1505.56 -15081.5 -2634.99
internal_weight=0 116072 78997 45133 15921 14611 33864 27102 26895 37075 29212 26575 2637 11339 9233 9000 6762 3.95773e+06 3.49724e+06 46302 309 460496 8283 452213 107291 19891 2716 87400 16626 344922
internal_count=4073804 116072 78997 45133 15921 14611 33864 27102 26895 37075 29212 26575 2637 11339 9233 9000 6762 3957732 3497236 46302 309 460496 8283 452213 107291 19891 2716 87400 16626 344922
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=6 5 6 2 4 0 4 6 3 0 5 4 6 2 7 0 6 1 1 0 4 0 1 4 4 5 1 1 0 6
split_gain=5.70376e+13 1.87161e+14 1.04096e+14 1.1393e+14 7.79017e+13 9.69931e+13 6.45506e+13 1.81845e+14 1.27406e+14 6.71016e+13 6.25344e+13 6.20106e+13 5.72536e+13 1.74682e+14 2.52387e+14 4.16128e+14 4.97679e+14 5.18888e+14 3.1997e+14 3.38011e+14 3.85432e+14 3.26514e+14 3.04753e+14 2.29618e+14 2.08273e+14 1.9281e+14 2.82148e+14 4.72144e+14 4.89883e+14 1.85136e+14
threshold=19.050000000000004 1.5000000000000002 15.450000000000001 75.000000000000014 5.5000000000000009 59.838047850000002 9.5000000000000018 15.450000000000001 2.5000000000000004 56.986919400000012 2.5000000000000004 14.500000000000002 100.05000000000001 75.000000000000014 6.0000000000000009 55.667390500000003 116.05000000000001 37.401708450000008 37.649344350000007 55.850146250000009 17.500000000000004 55.721784200000009 37.234509300000006 17.500000000000004 20.500000000000004 3.5000000000000004 37.475446350000006 37.631035900000008 55.753967500000009 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -8 -1 -3 -12 -2 14 15 22 25 -18 19 20 21 -19 -14 -16 -24 26 -17 28 -28 -23
right_child=12 2 -4 4 5 -7 7 -9 -10 -11 11 -13 13 -15 23 16 17 18 -20 -21 -22 29 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8456.1821439273863 91.599544328874018 44183.533618489586 -70223.263480718088 1497.7039645059024 23738.871908101122 117994.32575642216 -38073.293681278934 -14586.341510472163 60271.562156902335 -24155.585324878823 91942.715483940978 290365.96785714285 -40942.497902540294 -2832.5823027927354 11963.647580417866 57820.484744910034 151223.29218750002 34439.453776041672 -66593.067071097248 -55166.893434175538 -749693.03544034099 -509748.455078125 109112.68405871298 95870.053228833305 1689.7586553795061 41562.417872679078 -688434.19322916679 -319.70679244374844 -161903.5547341418 -196234.41310483872
leaf_weight=10344 3935715 75 141 2139 1460 118 162 1664 705 3695 36 28 318 113933 641 132 50 24 112 47 22 48 557 664 267 462 24 123 67 31
leaf_count=10344 3935715 75 141 2139 1460 118 162 1664 705 3695 36 28 318 113933 641 132 50 24 112 47 22 48 557 664 267 462 24 123 67 31
internal_value=0 -5252.86 14170.2 17256.1 13932.1 30787.1 -9938.06 4761.72 41895.7 -12588.2 106144 178753 26.6542 -2148.31 19573.8 -471.069 -43155.1 -145832 -198131 -283783 -369743 -288589 42213 54656.3 74304.5 -711.809 -57158.9 -128081 -300769 -386724
internal_weight=0 20567 3997 3856 3717 1578 16570 2531 867 14039 139 64 4.05324e+06 117522 3589 2284 1142 334 284 172 125 103 1142 1305 824 808 346 214 91 79
internal_count=4073804 20567 3997 3856 3717 1578 16570 2531 867 14039 139 64 4053237 117522 3589 2284 1142 334 284 172 125 103 1142 1305 824 808 346 214 91 79
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=6 0 0 1 0 7 1 5 1 1 5 1 3 3 4 0 0 5 4 3 1 1 0 6 4 5 5 1 1 7
split_gain=5.62348e+13 1.66803e+14 2.20726e+14 1.35058e+14 1.44164e+14 9.93982e+13 9.93539e+13 9.45581e+13 1.04346e+14 1.02921e+14 1.62178e+14 1.29757e+14 9.45311e+13 1.6504e+14 1.06763e+14 2.0594e+14 3.33569e+14 1.22479e+14 9.73056e+13 1.96533e+14 1.0052e+14 9.50498e+13 1.42737e+14 9.50178e+13 9.40918e+13 2.74541e+14 1.8388e+14 2.7721e+14 1.96925e+14 1.57118e+14
threshold=189.00000000000003 57.174562350000009 57.113979900000011 65.559704250000024 57.15297970000001 6.0000000000000009 37.331232350000008 5.5000000000000009 39.763755750000009 39.873894000000007 2.5000000000000004 56.805602900000004 24.500000000000004 17.500000000000004 4.5000000000000009 54.86311005000001 56.006509350000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 47.386825600000002 37.768783500000005 55.783232450000007 247.90000000000001 6.5000000000000009 2.5000000000000004 4.5000000000000009 39.01296365000001 38.91194105000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 -10 -11 -12 13 14 15 17 -17 -8 -19 20 -20 22 -16 -18 25 -23 27 28 -27 -28
right_child=1 5 3 -5 -6 -7 12 -9 9 10 11 -13 -14 -15 21 16 23 18 19 -21 -22 24 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-14.99395575992841 63766.819550955122 -83343.642411696754 13992.128606242964 324621.40601851855 197247.70314174111 -146479.73129815925 64863.318355206749 54804.046990625007 182275.26901939657 77453.31951546717 -12891.348036595395 -222905.4928059896 -125103.82265625001 84981.848535156256 -130405.99252232144 115706.74433681139 -145368.24504825368 -95560.78244928729 41319.417552649458 -36420.637091545643 336968.66382472828 48259.770832576309 47702.881578131288 17856.299691080731 12253.892801264254 -153123.46723865328 -2956.5565192579734 -147620.94243232111 230278.42435071792 -282333.00468750001
leaf_weight=4067180 337 284 111 27 70 73 164 125 29 99 76 48 53 272 133 447 68 171 23 241 23 387 68 75 2359 21 486 296 37 21
leaf_count=4067180 337 284 111 27 70 73 164 125 29 99 76 48 53 272 133 447 68 171 23 241 23 387 68 75 2359 21 486 296 37 21
internal_value=0 9206.39 14808.2 115987 84864.5 -35745.8 11104.4 -23516.5 -41781.6 5058.16 -17988 -94187.1 7784.08 9114.97 5004.25 30854 73178.1 -9292.7 -35846.4 -267.413 189144 -3223.14 -70150.3 -59761 506.375 -21699.1 -53144 -108449 91460.5 -14528.4
internal_weight=0 6624 5890 208 181 734 5682 661 536 252 223 124 5345 5292 5020 1212 590 622 458 287 46 3808 201 143 3607 1248 861 354 58 507
internal_count=4073804 6624 5890 208 181 734 5682 661 536 252 223 124 5345 5292 5020 1212 590 622 458 287 46 3808 201 143 3607 1248 861 354 58 507
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 0 6 1 1 0 6 0 6 0 0 1 0 0 1 0 0 2 0 1 1 4 6 0
split_gain=5.53203e+13 9.45205e+14 1.17208e+15 7.64858e+14 6.19265e+14 9.37891e+14 8.05342e+14 7.09422e+14 8.28056e+14 6.76765e+14 5.95753e+14 9.25506e+14 7.59902e+14 5.8009e+14 5.86916e+14 5.34096e+14 6.0534e+14 5.20983e+14 1.11104e+15 8.29945e+14 1.45718e+15 8.09579e+14 8.1485e+14 7.36244e+14 6.35384e+14 1.49672e+15 5.08314e+14 5.01836e+14 4.79171e+14 6.38494e+14
threshold=50.298521650000005 49.030112300000006 47.899251850000006 55.90712030000001 56.240615550000008 60.307188350000011 54.604289300000012 54.762682300000009 75.605000000000004 60.66055595000001 60.605526900000008 56.850115550000005 89.00500000000001 60.753246850000004 88.825000000000003 57.670849000000011 58.08467765000001 49.195555600000006 57.892117950000006 55.775215600000003 49.111590500000005 53.310923100000004 53.175387700000009 3062.5000000000005 55.801384500000005 49.147669400000005 50.213874250000011 23.500000000000004 63.005000000000003 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 15 -5 8 27 10 11 -7 -13 14 -2 -6 -17 18 19 -3 -21 22 -19 -23 25 -22 -24 -8 -4 -30
right_child=3 17 28 4 5 9 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 21 -20 20 24 23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=24.774576478513623 -8743.1118004327709 -4365.4354758789268 -12748.752271505111 -17029.333787909269 -21486.100270294151 9843.649863136905 29331.089967344524 4889.7165119707615 74630.074149422915 -390.93446948627684 16470.162077500263 -9656.6618279570757 -96108.879647858848 8822.9340917357313 -46948.703381917119 8208.2627616469072 -20761.468041394452 -16398.877123423881 188857.54603172877 3895.3178166989996 117769.28672121344 23.900204375132791 28698.23545313469 -29470.092981389196 21577.531534729045 33889.783880261384 3975.2015086419437 -7708.3199270747209 -1805.1074022888379 -64602.533961952286
leaf_weight=2274960 116995 21278 24686 9557 31169 52020 14752 32393 3252 1202082 45514 25472 1059 18801 4164 18849 11684 7946 359 31061 2722 40885 21366 10673 14821 9737 13616 4864 2512 4555
leaf_count=2274960 116995 21278 24686 9557 31169 52020 14752 32393 3252 1202082 45514 25472 1059 18801 4164 18849 11684 7946 359 31061 2722 40885 21366 10673 14821 9737 13616 4864 2512 4555
internal_value=0 295.237 -241.536 -459.954 220.271 -225.932 9774.12 14409.6 27894.7 334.805 7366.59 2091.8 -13107.5 -7520.11 -10056.2 -12277.7 -2877.52 7392.29 13331.9 12540.5 18706.3 2364.69 12509 -6081.64 35570.1 52215.5 19075.3 20146.8 -19321.5 -42280.9
internal_weight=0 2.48118e+06 2.30671e+06 1.59263e+06 1.45267e+06 1.38785e+06 64818 55261 22868 1.32615e+06 124065 78551 26531 139960 121159 61702 30533 174464 79978 79619 58341 94486 42928 51558 27280 12459 34982 19616 31753 7067
internal_count=4073804 2481177 2306713 1592627 1452667 1387849 64818 55261 22868 1326147 124065 78551 26531 139960 121159 61702 30533 174464 79978 79619 58341 94486 42928 51558 27280 12459 34982 19616 31753 7067
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 1 0 1 6 6 0 0 4 6 2 0 7 1 5 4 6 1 0 0 1 1 1 0 1 0
split_gain=6.24636e+13 2.8576e+14 2.88495e+14 5.95681e+14 3.47175e+14 3.56521e+14 7.43742e+14 5.84758e+14 4.48127e+14 4.40593e+14 4.31075e+14 5.51507e+14 3.75764e+14 3.36125e+14 3.34e+14 4.25975e+14 5.26323e+14 6.12337e+14 5.5011e+14 4.5357e+14 4.42555e+14 3.22461e+14 3.19441e+14 7.19061e+14 6.90733e+14 6.5743e+14 3.32721e+14 6.4965e+14 7.09434e+14 6.75923e+14
threshold=10.500000000000002 37.873748150000004 55.043091000000011 55.039488700000007 38.782330450000011 38.927872750000006 45.047736150000013 38.965413050000002 65.410000000000011 59.815000000000005 55.013931500000005 55.014210500000011 24.500000000000004 40.905000000000008 2828.5000000000005 54.724612400000005 6.0000000000000009 39.231261550000006 1.5000000000000002 17.500000000000004 149.05000000000004 38.166910000000009 56.288960650000007 56.324067350000007 43.80299105000001 38.166910000000009 60.571186450000006 56.791379400000004 60.636764050000004 56.850115550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 -6 12 -9 -8 14 -12 -7 -4 15 16 -10 18 -18 -19 -20 -3 -15 24 25 -24 -25 -28 29 -29
right_child=1 2 13 -5 5 7 9 8 10 -11 11 -13 -14 22 -16 -17 17 19 20 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=303.01447760106635 1141.2229309354514 22205.06518650103 1064.6181926673935 27820.305567800791 8903.1897612864177 12820.860508878835 -20716.904242439763 937.47031998501598 -28209.638492820628 -71848.615090534746 262410.21972222225 13452.34607288707 70407.814754380714 -8258.2617095017686 -10065.131359955107 39061.412105757809 232714.77937062937 11347.59474603436 29727.525148042398 -60817.515415624592 359964.73109756102 132490.40215045103 17933.178629529353 -9299.6908302341926 20968.357251362933 217739.88564063539 -28914.010497264117 31208.359046774167 -2792.0569619646494 -8218.8516782504339
leaf_weight=2547999 623081 2981 111775 7569 6375 19767 5201 329269 4883 2493 90 7862 1202 167167 95281 3071 143 2302 3964 1401 41 291 293 51356 4281 376 6527 14602 45969 6192
leaf_count=2547999 623081 2981 111775 7569 6375 19767 5201 329269 4883 2493 90 7862 1202 167167 95281 3071 143 2302 3964 1401 41 291 293 51356 4281 376 6527 14602 45969 6192
internal_value=0 -506.015 -1642.98 -17.5693 -450.569 -670.334 -16355.8 -200.081 -963.521 -37284.5 -6221.82 16270 16121.9 -3609.14 -7831.88 5631.35 -2430.83 13602.5 39989.6 -15955.5 33108.2 32013.4 -5369.5 -1643.27 35735.4 130231 -3127.67 1197.21 4141 19467.8
internal_weight=0 1.5258e+06 902724 494186 486617 483345 14069 469276 448307 7694 119038 7952 20969 408538 111086 15805 12734 7851 4148 3703 4005 3272 296763 129596 4950 669 124646 73290 66763 20794
internal_count=4073804 1525805 902724 494186 486617 483345 14069 469276 448307 7694 119038 7952 20969 408538 111086 15805 12734 7851 4148 3703 4005 3272 296763 129596 4950 669 124646 73290 66763 20794
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 0 1 1 1 0 1 6 5 6 1 0 1 4 6 1 1 1 6 4 6 0 1 0 1 0
split_gain=6.40016e+13 1.41133e+14 5.10894e+14 5.31218e+14 5.49365e+14 7.79543e+14 4.19707e+14 5.02161e+14 3.37251e+14 3.69735e+14 3.3075e+14 3.08549e+14 4.45879e+14 3.00289e+14 2.9424e+14 2.39561e+14 2.33725e+14 2.16306e+14 2.15419e+14 2.15232e+14 4.9754e+14 2.1517e+14 2.1511e+14 2.11821e+14 2.07501e+14 2.00328e+14 1.86656e+14 3.60129e+14 3.04212e+14 1.84259e+14
threshold=23.500000000000004 60.002985000000002 59.905532300000012 30.242318500000007 30.438492500000006 59.933037250000005 30.260128500000004 30.315889700000003 30.452677500000004 60.064438250000002 30.277905650000005 96.050000000000011 3.5000000000000004 86.030000000000015 30.362494150000003 60.01610465000001 30.345769800000003 24.500000000000004 84.810000000000016 30.205407000000005 30.370944000000005 30.226173900000003 42.005000000000003 26.500000000000004 83.820000000000007 60.034792100000011 30.389265100000003 59.825842200000004 30.410676000000006 59.825842200000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 10 11 12 15 -11 16 -3 -9 -16 -17 24 29 -13 -22 -12 -2 -10 27 -24 -28 -21
right_child=1 8 3 4 -6 6 7 14 25 13 23 21 -14 -15 17 18 -18 -19 -20 20 22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=112.86003955810364 -23414.905049137305 64525.360284501017 40465.288631677817 -123245.37229828439 12185.134688010485 -210369.17952590217 1770.7038176297742 -72169.324994630166 -54903.945015961188 -12931.975284185004 32082.467603752444 41703.317466001165 250534.36046637461 -177048.07804276317 17650.988476633163 3908.5132465420293 -200310.04060812117 -45175.678917389843 -66737.238362520977 216.51927383063932 2628.1437663399279 -121472.42389703199 -102218.59279361264 -15219.06624006978 -129445.82708519346 16613.069626762688 95102.81485529404 84302.788493506596 -3574.0228703246994 39795.743662080276
leaf_weight=3768288 1524 632 1263 986 2683 126 3570 1173 1419 5064 8789 108 74 114 691 12553 162 2648 447 1658 82559 321 455 1061 210 541 313 134 170190 4048
leaf_count=3768288 1524 632 1263 986 2683 126 3570 1173 1419 5064 8789 108 74 114 691 12553 162 2648 447 1658 82559 321 455 1061 210 541 313 134 170190 4048
internal_value=0 -1392.04 -2115.89 -21232.7 -27705.4 -39144.7 -29237.6 -26469.2 4989.76 7688.42 12920.1 3117.29 5731.18 -16545.2 -48038.8 4402.29 -87719 -32173.8 1479.39 -1141.93 -907.165 -80393.2 -1564.09 26987.3 -36256 -35163.8 -3587.01 -59784.2 -3392.88 28295.2
internal_weight=0 305516 274393 13302 12039 9356 8370 8244 31123 29163 23985 14135 13706 5178 4674 13632 1335 3339 13000 261091 259357 429 253651 9850 1734 1960 171092 589 170503 5706
internal_count=4073804 305516 274393 13302 12039 9356 8370 8244 31123 29163 23985 14135 13706 5178 4674 13632 1335 3339 13000 261091 259357 429 253651 9850 1734 1960 171092 589 170503 5706
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=1 4 0 0 6 0 1 7 4 6 5 1 0 1 0 1 1 7 4 7 0 4 0 6 7 4 1 5 0 0
split_gain=6.17615e+13 3.48258e+14 2.78423e+14 4.45944e+14 6.45348e+14 5.57627e+14 7.51515e+14 3.59292e+14 3.50971e+14 3.17968e+14 2.95142e+14 2.65424e+14 2.82107e+14 2.64614e+14 6.59907e+14 4.82539e+14 4.31255e+14 5.0096e+14 3.33284e+14 3.32679e+14 4.43801e+14 2.74776e+14 2.68607e+14 2.67822e+14 2.57846e+14 3.8948e+14 2.57293e+14 2.52407e+14 2.56807e+14 2.53869e+14
threshold=83.015546400000019 5.5000000000000009 55.029726000000004 54.810424650000009 76.605000000000004 54.86311005000001 83.086354900000018 6.0000000000000009 15.500000000000002 101.02000000000002 4.5000000000000009 83.025426800000005 54.94428030000001 83.011163250000024 55.029726000000004 83.00362155000002 83.000013850000016 6.0000000000000009 12.500000000000002 6.0000000000000009 55.030407050000001 24.500000000000004 55.014086100000007 63.855000000000011 6.0000000000000009 9.5000000000000018 83.117716000000016 2.5000000000000004 55.080855950000007 55.043091000000011
decision_type=2 2 2 2 2 2 2 2 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 -3 11 6 -6 10 -9 -8 26 -5 24 15 18 16 -1 23 -15 20 -16 -17 -19 -18 25 -13 -7 28 29 -4
right_child=1 2 27 4 5 7 9 8 -10 -11 -12 12 -14 14 19 21 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=77.19148068497357 -2441.0523114357743 3661.0892546342693 -9313.962240173747 31392.495047634446 71297.451516723639 30222.973190770223 327403.50971467397 189171.42290698903 27711.428071418697 764917.73846153857 -130022.96368675596 41704.178500243237 -2274.7058866441416 48526.012466723623 -42973.699423129925 14829.550048723329 -13758.787276272127 8095.09186431751 -14362.698051530853 -6316.3740834126293 19125.117234688718 -41881.823531031878 -6310.4910058227688 -42670.929884256962 74868.319403856687 -11698.004719194385 155943.91749159072 10136.678308084447 -878.12071101325967 -50866.309362745662
leaf_weight=3601077 128891 62143 5112 6325 112 1702 46 333 226 26 105 2860 10943 3146 5367 27257 28056 19626 1151 57481 1465 882 38015 3617 868 2614 180 17664 44450 2064
leaf_count=3601077 128891 62143 5112 6325 112 1702 46 333 226 26 105 2860 10943 3146 5367 27257 28056 19626 1151 57481 1465 882 38015 3617 868 2614 180 17664 44450 2064
internal_value=0 1415.23 4565.58 8283.01 19187.3 65218.9 233336 53069.1 123894 485395 33143.9 13864.7 7450.91 -107.125 -6260.92 6.41797 -93.0535 -6957.21 31680.6 -8795.94 -29657.7 13052 -1405.58 -17060.5 24232.3 16203 42247.3 -181.544 -3711.96 -21265.5
internal_weight=0 286664 157773 88483 26340 2730 184 2546 559 72 1987 23610 17285 3.78714e+06 68610 3.71853e+06 3.69039e+06 89314 4297 64313 6832 28139 57641 31673 6342 5474 1882 69290 51626 7176
internal_count=4073804 286664 157773 88483 26340 2730 184 2546 559 72 1987 23610 17285 3787140 68610 3718530 3690391 89314 4297 64313 6832 28139 57641 31673 6342 5474 1882 69290 51626 7176
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=0 0 0 1 6 4 0 4 0 1 1 0 0 4 1 1 1 0 7 0 1 0 4 3 0 0 4 6 4 0
split_gain=5.77858e+13 9.01084e+14 4.84092e+14 5.97291e+14 3.84987e+14 3.36682e+14 7.74089e+14 4.9581e+14 5.44792e+14 6.8205e+14 5.71437e+14 1.32514e+15 5.99822e+14 6.26361e+14 6.99884e+14 5.81731e+14 5.48156e+14 1.21298e+15 1.24343e+15 5.64052e+14 5.43994e+14 5.3047e+14 5.25634e+14 5.22816e+14 5.59998e+14 6.45246e+14 6.73029e+14 5.18911e+14 5.15493e+14 4.9628e+14
threshold=57.174562350000009 57.15297970000001 57.57007620000001 65.593879100000024 112.00500000000001 5.5000000000000009 57.670849000000011 9.5000000000000018 59.825842200000004 30.157841000000001 30.303340300000002 59.91832440000001 59.905532300000012 10.500000000000002 30.438492500000006 30.315889700000003 30.226173900000003 59.950512650000007 6.0000000000000009 59.939085000000013 30.242318500000007 59.856552950000008 10.500000000000002 11.500000000000002 59.856552950000008 59.882709350000006 11.500000000000002 68.00500000000001 10.500000000000002 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 20 -9 -10 11 21 13 15 23 -12 19 18 -18 -13 -7 -11 -21 24 -15 26 -26 -23 29 -14
right_child=2 -3 5 -5 -6 7 -8 8 9 10 12 16 28 14 -16 -17 17 -19 -20 22 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=50.307517323705731 -18716.826465029928 24443.700322439432 23526.667411805862 13657.096507604869 -160853.88137715659 -25760.548338019536 1228.8997646399202 -8277.7087565030233 26204.348131479921 -13395.829249025637 -100957.78782735892 -41689.25103783168 -20401.653785581802 -886.4547021830864 2800.6657978420781 289.8548439100677 106443.31688606009 -11460.809581331352 -43640.494530743912 -61235.45975179306 -4767.6011681584123 -40542.841140368342 24212.406959055304 49255.763681299526 271194.61584949715 20485.439853648812 66133.526225862239 -108488.12507979909 -1363.3524154534084 38926.650717434299
leaf_weight=3453770 25402 15210 17460 6750 192 14101 143774 58312 11553 5649 870 1617 1837 8288 20715 1632 1771 35235 802 755 99052 5294 15492 7730 174 7314 1997 1427 103564 6065
leaf_count=3453770 25402 15210 17460 6750 192 14101 143774 58312 11553 5649 870 1617 1837 8288 20715 1632 1771 35235 802 755 99052 5294 15492 7730 174 7314 1997 1427 103564 6065
internal_value=0 157.262 -901.98 -12804.3 -19783.1 -229.52 3643.52 -1747.99 391.269 2499.47 1299.51 -6378.05 4560.7 13816.6 16454.7 -34916.2 200.175 -6620.56 59662.4 14635.8 -7383.72 -35983.8 20241.6 27545.3 18102.7 34695.5 82568.6 -54969 515.117 25134.4
internal_weight=0 3.46898e+06 604824 32344 25594 572480 161234 411246 298093 239781 228228 68042 160186 48720 46218 2502 55672 37808 2573 17864 113153 12370 16247 25503 17773 9485 2171 6721 111466 7902
internal_count=4073804 3468980 604824 32344 25594 572480 161234 411246 298093 239781 228228 68042 160186 48720 46218 2502 55672 37808 2573 17864 113153 12370 16247 25503 17773 9485 2171 6721 111466 7902
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=6 6 4 4 5 1 0 0 4 0 1 2 0 2 5 7 5 0 7 2 0 0 0 1 0 7 0 1 1 6
split_gain=5.5916e+13 1.47578e+14 3.26008e+14 6.92139e+14 5.01149e+14 4.63519e+14 2.9881e+14 4.80065e+14 4.62859e+14 5.96482e+14 3.73857e+14 3.18485e+14 2.6343e+14 2.61203e+14 2.60449e+14 3.1393e+14 5.58073e+14 3.6215e+14 2.58249e+14 2.60836e+14 2.57588e+14 2.79499e+14 3.54362e+14 2.8412e+14 9.00948e+14 7.45258e+14 4.24417e+14 6.54289e+14 5.0993e+14 4.0552e+14
threshold=100.05000000000001 79.710000000000022 8.5000000000000018 7.5000000000000009 1.5000000000000002 38.927872750000006 59.898927250000007 56.872182500000008 9.5000000000000018 59.982409200000006 30.370944000000005 7457.0000000000009 57.113979900000011 7884.5000000000009 1.5000000000000002 6.0000000000000009 3.5000000000000004 60.01610465000001 6.0000000000000009 2865.5000000000005 56.802121050000004 55.850146250000009 55.783232450000007 37.543519500000009 55.622114900000007 6.0000000000000009 55.753967500000009 37.682335600000009 37.755233900000007 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 20 9 10 -8 12 -9 -6 -10 17 -17 -16 19 -3 21 22 23 24 25 -4 28 -28 -25 -30
right_child=-2 2 6 -5 5 -7 8 11 14 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-114.31709106187122 -2149.5730371787386 -47710.964134716392 -7262.6810124743879 43108.084493612871 -10386.71201382535 12988.019409254028 149806.61088720034 -34432.295003171581 -69502.806880904798 7554.932923226891 -10389.831204123026 -120883.20844387973 -7500.7004559862726 28307.556966162563 41489.107072628598 -9679.6358599999185 104947.16717769078 -3168.2443691886238 79248.792238898037 -199484.68787887009 20982.035781063019 -9071.7899028498487 21844.717040563963 30757.885157124147 20402.473081967153 -59446.666440327026 -189519.38238893074 -20593.454137435408 9401.619591694056 -2020.8062888535169
leaf_weight=3646001 117522 238 7088 5341 16853 36043 730 4452 430 1061 182 274 19718 1946 4666 8179 448 2973 76 216 6344 26400 8532 6401 5983 4458 249 2896 47240 90864
leaf_count=3646001 117522 238 7088 5341 16853 36043 730 4452 430 1061 182 274 19718 1946 4666 8179 448 2973 76 216 6344 26400 8532 6401 5983 4458 249 2896 47240 90864
internal_value=0 63.8534 2157.47 8729.36 5413.3 6348.54 558.712 -425.192 12727.7 58532 117838 -13676.7 -12461.4 -6381.23 7314.89 9345.6 -3727.07 24109 -91360.4 -119920 1143.77 514.849 1971.79 945.296 -11091.5 -27411.3 2374.31 -33967.9 3165.26 1886.36
internal_weight=0 3.95628e+06 310281 60713 55372 54842 249568 230899 18669 1973 912 24444 24170 18799 16696 16266 8627 7639 530 454 206455 200111 173711 165179 17529 11546 147650 3145 144505 138104
internal_count=4073804 3956282 310281 60713 55372 54842 249568 230899 18669 1973 912 24444 24170 18799 16696 16266 8627 7639 530 454 206455 200111 173711 165179 17529 11546 147650 3145 144505 138104
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=1 0 6 6 7 0 1 0 1 1 6 1 0 2 2 0 0 0 0 6 0 0 1 4 4 6 0 0 6 0
split_gain=5.60159e+13 1.67669e+14 1.60261e+14 1.59364e+14 1.58227e+14 1.44714e+14 1.44037e+14 1.71889e+14 1.87093e+14 1.15712e+14 1.96586e+14 1.70058e+14 3.25015e+14 1.49606e+14 1.27969e+14 2.29676e+14 2.16268e+14 1.74921e+14 1.38914e+14 1.23857e+14 1.20361e+14 1.62965e+14 1.42107e+14 1.07197e+14 2.05981e+14 1.05618e+14 9.92872e+13 1.15647e+14 9.73268e+13 9.4918e+13
threshold=91.443676550000006 56.105603650000006 82.00500000000001 99.050000000000011 6.0000000000000009 58.010305850000002 92.90968070000001 56.020150250000007 92.865667950000017 83.971434050000013 110.01500000000001 83.754481100000007 53.379556850000007 10180.500000000002 10180.500000000002 55.390026600000006 55.303261650000003 53.888505650000006 56.520242650000007 62.010000000000012 52.02416370000001 53.506098950000009 86.169282750000022 13.500000000000002 16.500000000000004 149.05000000000004 55.390026600000006 55.348830750000012 63.415000000000006 54.188398350000007
decision_type=2 2 2 2 2 2 2 2 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 6 -3 7 8 -5 11 14 -1 19 26 15 16 17 20 28 -13 -11 -22 -23 -10 -25 -9 27 -12 -16 -19
right_child=1 5 3 4 -6 -7 -8 25 23 10 13 12 -14 -15 18 -17 -18 29 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-42.35318345846337 2654.682617710203 -10640.660304196148 29681.354080754205 42827.639559092422 -47353.297883984051 6597.1585598297243 -7141.9903278462371 11315.121280570653 228907.39863664214 27664.119042091865 -78020.106708445281 12780.421813411098 -16194.840500519134 110647.48153341544 19022.78904244379 -18086.558131027905 10395.364425097099 -51028.445999388605 -34569.607813642266 36792.501963373747 -15584.49557516616 -45940.53057523202 3616.2337787912129 -175995.15088778408 247623.8984375 -131769.01134114584 -176415.51731617647 73222.67226583547 75440.416436035157 -16301.857807256998
leaf_weight=3878401 96911 16590 4539 470 565 6894 1710 368 102 1232 394 7192 3284 46 1090 10607 11021 1031 356 3063 8423 602 14912 22 24 60 85 58 425 3327
leaf_count=3878401 96911 16590 4539 470 565 6894 1710 368 102 1232 394 7192 3284 46 1090 10607 11021 1031 356 3063 8423 602 14912 22 24 60 85 58 425 3327
internal_value=0 2056.71 3768.51 17501.6 854.873 -5580.3 10737.9 39967.9 73703.3 -66.8558 -4681.09 -3.29765 11184.6 -62433.2 -4046.13 -4985.64 -1558.55 -6020.37 21641 19952.4 -2817.63 -4386.48 1693.25 171754 45023.5 -8743.4 -77259.5 -58612.8 34849.5 -24517.3
internal_weight=0 128255 104771 7860 3321 23484 2756 1046 618 3.94555e+06 53609 3.89194e+06 13539 583 53026 51155 40548 29527 1871 10255 25169 23937 15514 148 46 428 537 452 1515 4358
internal_count=4073804 128255 104771 7860 3321 23484 2756 1046 618 3945549 53609 3891940 13539 583 53026 51155 40548 29527 1871 10255 25169 23937 15514 148 46 428 537 452 1515 4358
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=0 1 0 7 6 6 1 0 0 6 0 0 4 2 0 4 6 1 7 2 2 1 4 0 0 4 2 6 1 1
split_gain=5.56191e+13 4.98103e+14 4.92808e+14 5.65835e+14 4.0583e+14 2.72593e+14 2.59579e+14 5.46945e+14 9.9624e+14 6.0823e+14 2.89375e+14 2.67519e+14 5.20424e+14 3.95576e+14 2.86074e+14 3.86844e+14 2.43596e+14 3.30481e+14 2.96957e+14 7.85939e+14 6.57371e+14 6.09188e+14 7.02926e+14 5.30528e+14 1.1727e+15 6.4928e+14 6.82403e+14 7.45028e+14 5.01352e+14 8.29855e+14
threshold=54.947759400000002 20.507515800000004 54.94428030000001 6.0000000000000009 62.995000000000012 95.045000000000016 30.084656550000002 59.764576050000009 59.838047850000002 70.00500000000001 57.670849000000011 59.939085000000013 4.5000000000000009 3338.0000000000005 59.882709350000006 5.5000000000000009 37.005000000000003 38.247071200000008 6.0000000000000009 2200.0000000000005 2200.0000000000005 82.965501500000016 14.500000000000002 54.707511300000007 54.73499850000001 4.5000000000000009 7884.5000000000009 53.310000000000009 50.815483650000004 49.692247900000005
decision_type=2 2 2 2 2 2 2 2 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 16 4 -4 -6 7 9 -9 -3 -11 14 -13 -14 -10 -16 17 -1 20 -20 -18 -21 -23 28 -25 26 -26 -28 29 -22
right_child=1 6 3 -5 5 -7 -8 8 11 10 -12 12 13 -15 15 -17 18 -19 19 21 23 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-12814.596985357472 69070.196130742421 -20483.351464236879 -13001.692660315464 -2841.4733309403273 -38536.352618008023 -155230.61917270531 336.35539187189727 98655.557696700504 -8879.5515354635263 -284463.37446289061 -86678.971387132071 -46529.110294489838 36543.908263430312 -18048.881877166485 -22403.934843785522 -133380.46915872846 -13905.492074141361 -1479.3832670099741 21868.821737068596 -10.240974196468358 -87.168315060615583 35191.464183464639 609.10563052140014 36028.345261193019 -8808.3163542701168 -1497.1918948941516 13860.566464621315 91107.635629720084 -6221.5363230125795 16842.609150520122
leaf_weight=28690 1052 7163 18694 69502 6074 207 2606493 985 3227 80 982 1528 4081 1967 842 501 33549 248543 21955 180976 586863 11225 12338 12795 2964 51145 2545 2451 123931 30456
leaf_count=28690 1052 7163 18694 69502 6074 207 2606493 985 3227 80 982 1528 4081 1967 842 501 33549 248543 21955 180976 586863 11225 12338 12795 2964 51145 2545 2451 123931 30456
internal_value=0 273.933 -498.402 -7480.6 -20390.6 -42382.2 246.392 -10733.6 1932.13 -30954.2 -101578 -5911.82 5614.71 18788.6 -25020.1 -63803.2 -9.92148 -2652.43 672.706 3888.92 -187.638 1958.97 17083.5 378.334 8579.71 2637.65 29205 51757.4 -417.185 748.078
internal_weight=0 2.6289e+06 1.4449e+06 94477 24975 6281 2.62785e+06 21356 13131 8225 1062 12146 7576 6048 4570 1343 1.35043e+06 277233 1.07319e+06 226494 846699 204539 23563 813150 71900 59105 7960 4996 741250 617319
internal_count=4073804 2628901 1444903 94477 24975 6281 2627849 21356 13131 8225 1062 12146 7576 6048 4570 1343 1350426 277233 1073193 226494 846699 204539 23563 813150 71900 59105 7960 4996 741250 617319
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=4 4 7 4 0 0 1 5 0 0 1 1 4 1 1 2 1 5 2 7 2 0 0 2 6 1 0 6 4 6
split_gain=6.5701e+13 2.37413e+14 5.67725e+14 4.36729e+14 3.82654e+14 1.00357e+15 5.48793e+14 5.43033e+14 5.32179e+14 1.31768e+15 8.45465e+14 2.14705e+15 5.52053e+14 4.55048e+14 6.33246e+14 4.33157e+14 4.17122e+14 4.09165e+14 4.03538e+14 3.32087e+14 4.58348e+14 4.77839e+14 6.02284e+14 3.27012e+14 2.95817e+14 2.77892e+14 2.72234e+14 2.70684e+14 2.6459e+14 2.44642e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 13.500000000000002 60.05226170000001 60.01610465000001 30.323041000000003 2.5000000000000004 59.848366150000011 59.882709350000006 30.389265100000003 30.425503950000003 11.500000000000002 37.600779750000008 37.755233900000007 3338.0000000000005 30.330566300000005 2.5000000000000004 9651.0000000000018 6.0000000000000009 2691.5000000000005 59.990753350000013 59.933037250000005 75.000000000000014 122.65000000000002 30.330566300000005 60.01610465000001 34.010000000000012 11.500000000000002 91.02500000000002
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 19 5 6 27 28 13 -10 12 17 16 25 -15 -6 -11 -12 -16 20 21 22 23 -3 -25 -8 -23 -4 -7 -20
right_child=1 3 4 -5 15 7 8 -9 9 10 11 -13 -14 14 18 -17 -18 -19 29 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=310.76771681452152 -8019.483121883577 88012.743421381325 30137.52576660816 -412.20327312185054 -97874.694698422609 -111379.06448676216 120196.89447416924 202125.21860759825 204564.77531346996 -6531.4510521972397 190587.99700760972 -42836.261697064569 22869.922194228729 48914.95288258003 -2118.1789499507036 -3227.790307403498 -147493.73802279984 388588.88767123292 28724.693002611359 2631.1079324829329 9047.1941714786972 -70010.718569054239 119940.86788646795 13113.599878679683 192707.66606085526 -21141.372697469385 39111.552252017755 -27569.868797409919 65211.394255407242 144302.95749838918
leaf_weight=2547999 113079 927 925 1321803 747 90 142 299 443 456 366 510 2341 3682 17721 1371 389 146 3271 25607 11465 520 1137 2652 95 6834 408 6703 1482 194
leaf_count=2547999 113079 927 925 1321803 747 90 142 299 443 456 366 510 2341 3682 17721 1371 389 146 3271 25607 11465 520 1137 2652 95 6834 408 6703 1482 194
internal_value=0 -518.963 -4148.38 -90.248 4949.97 6863.74 3821.95 78596.8 8920.66 40518.2 23248 102390 -2139.02 4305.67 10637 -36608.9 -71424.1 247049 3984.57 9850.22 20595.4 43665.6 56338.6 36655.5 19324.5 -18264.4 -22034.5 -20572.1 55101.3 35195.7
internal_weight=0 1.5258e+06 161191 1.36461e+06 48112 45994 44123 1871 36495 4651 4208 1022 3186 31844 24868 2118 845 512 21186 42811 17204 5739 4811 3674 2747 6976 928 7628 1572 3465
internal_count=4073804 1525805 161191 1364614 48112 45994 44123 1871 36495 4651 4208 1022 3186 31844 24868 2118 845 512 21186 42811 17204 5739 4811 3674 2747 6976 928 7628 1572 3465
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 0 4 1 0 3 1 5 7 6 1 4 1 7 0 7 0 1 6 4 1 6 6 1 1
split_gain=5.51559e+13 1.26129e+14 4.25684e+14 4.88779e+14 2.91029e+14 2.74589e+14 3.26565e+14 3.89018e+14 5.35729e+14 4.10622e+14 3.9263e+14 2.93172e+14 2.92269e+14 2.35624e+14 2.12529e+14 2.11212e+14 1.84869e+14 1.67441e+14 1.67279e+14 1.62461e+14 1.58644e+14 3.23203e+14 2.38206e+14 1.80683e+14 1.57855e+14 1.52113e+14 1.59626e+14 1.41169e+14 1.35852e+14 3.84316e+14
threshold=23.500000000000004 60.002985000000002 59.939085000000013 30.242318500000007 30.260128500000004 30.452677500000004 60.028671700000011 24.500000000000004 30.323041000000003 60.01610465000001 12.500000000000002 30.362494150000003 1.5000000000000002 6.0000000000000009 80.720000000000013 30.242318500000007 26.500000000000004 30.226173900000003 6.0000000000000009 60.034792100000011 6.0000000000000009 59.982409200000006 30.370944000000005 96.050000000000011 25.500000000000004 30.205407000000005 83.820000000000007 61.425000000000004 39.069277450000008 37.957884500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 9 -9 -3 14 -12 -14 -8 -15 20 -16 -19 -7 21 22 -6 -22 -13 26 -2 -18 29 -27
right_child=1 5 3 4 16 19 11 8 -10 -11 12 24 13 15 17 -17 27 18 -20 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=104.77098795282109 -19587.993382542798 21674.692975124217 31166.693372711856 -188533.85296378972 -126573.68706638679 -49267.738746476396 -2029.2679294518007 52484.683067528429 134938.6004312005 -37124.764627544973 39758.334555608577 27755.296132290045 43120.872150104806 -75435.991901041678 61558.189140392496 198435.65438208487 -70169.247246627026 -30889.962521601381 -116856.80558146276 15136.296994340089 -39357.149392330459 26622.7980050279 873.22790988308577 -326886.61867897731 -4145.1768139377264 -1228.7599966428741 -112571.34222098214 -230017.29907786884 -3696.8996353342736 13218.191546937582
leaf_weight=3768288 1528 1195 1229 126 301 1419 15457 731 284 1702 418 5427 164 30 126 459 586 651 347 541 3318 1157 286 22 2172 127347 210 61 116696 21526
leaf_count=3768288 1528 1195 1229 126 301 1419 15457 731 284 1702 418 5427 164 30 126 459 586 651 347 541 3318 1157 286 22 2172 127347 210 61 116696 21526
internal_value=0 -1292.26 -1976.56 -26168 -38198.8 4740.78 7175.85 30486.3 4969.64 -10201.4 61081.6 2372.04 105051 146846 -5082.25 181634 -34893.6 -47066.1 -60780.2 -31490.9 -28486.4 -4040.34 -64478.6 -41251.1 18637.3 -1335.27 -30823 -85239.9 -1142.29 860.169
internal_weight=0 305516 274393 7086 5857 31123 29163 4983 2717 2433 2266 24180 1071 653 16581 489 5731 1124 998 1960 5084 1744 587 3340 7599 267307 1738 647 265569 148873
internal_count=4073804 305516 274393 7086 5857 31123 29163 4983 2717 2433 2266 24180 1071 653 16581 489 5731 1124 998 1960 5084 1744 587 3340 7599 267307 1738 647 265569 148873
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 1 0 1 6 7 0 0 0 4 1 1 4 4 1 0 1 0 6 1 0 0 6 6 1 1
split_gain=5.39471e+13 3.15242e+14 5.15122e+14 5.9582e+14 4.45635e+14 8.2597e+14 7.65809e+14 1.12535e+15 5.91456e+14 5.92912e+14 4.9244e+14 5.71868e+14 4.86242e+14 4.36991e+14 4.35529e+14 4.88969e+14 5.22043e+14 4.61645e+14 4.0458e+14 6.6111e+14 3.58132e+14 6.22185e+14 3.23135e+14 3.12975e+14 3.0361e+14 7.89237e+14 3.95098e+14 3.03432e+14 2.96369e+14 2.91944e+14
threshold=64.405000000000015 82.825258850000026 65.593879100000024 60.05226170000001 16.500000000000004 82.948524700000021 54.998919050000005 82.860505900000007 86.920000000000016 6.0000000000000009 54.980317700000008 55.043091000000011 55.026775150000006 5.5000000000000009 65.534455000000023 61.438154000000004 23.500000000000004 7.5000000000000009 82.886781200000016 55.050541250000002 83.117716000000016 55.061158000000006 77.010000000000005 82.973036600000015 57.14107305000001 57.174562350000009 138.05000000000004 98.020000000000024 82.956351500000011 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 14 -4 5 6 -3 13 9 20 27 29 -9 -8 15 -2 -17 -16 19 -14 21 22 -7 28 26 -26 -19 -6 -23 -12
right_child=1 4 3 -5 10 8 7 12 -10 -11 11 -13 18 -15 17 16 -18 24 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=197.65029385533293 -1237.8182093936011 -1895.6446164492745 -28982.53430355934 37010.400459270859 -22186.857897687776 15330.678292211036 -95326.71036184211 66642.59807206277 -4578.0354013372862 37103.671656854734 22062.451150976784 -13063.690683127787 55044.367007312714 266619.08909397892 70309.940952554229 -22615.10280940622 123186.43466484375 1677.4502276062071 19689.804505470325 375797.72183689027 -855.03181635235183 -59458.607167657283 46816.005591243447 -59183.891318540882 49936.173690776865 -22675.906977693758 -110334.42345780773 -91081.657568078765 28654.336143903201 -18221.646160883032
leaf_weight=3145786 699821 9139 11602 1551 7844 10207 38 3045 63939 6828 10666 16021 297 273 1368 13870 250 8512 13571 82 31134 533 4789 1372 4488 2246 327 696 1345 2164
leaf_count=3145786 699821 9139 11602 1551 7844 10207 38 3045 63939 6828 10666 16021 297 273 1368 13870 250 8512 13571 82 31134 533 4789 1372 4488 2246 327 696 1345 2164
internal_value=0 -669.993 -1586.5 -21200.7 3036.4 5521.99 21521.7 33888 2000.37 9483.59 -6708.39 -464.695 30438.4 222394 -1233.52 -1609.55 -20033.6 14613.5 22535.8 124442 5664.44 16788.9 25385.6 -22877.4 9720.83 25717.8 -2466.44 -27801.7 3646.78 15267.8
internal_weight=0 928018 744035 13153 183983 146592 26445 17306 120147 56208 37391 28851 16995 311 730882 713941 14120 16941 13950 379 49380 18246 14996 3250 15573 6734 8839 8540 1878 12830
internal_count=4073804 928018 744035 13153 183983 146592 26445 17306 120147 56208 37391 28851 16995 311 730882 713941 14120 16941 13950 379 49380 18246 14996 3250 15573 6734 8839 8540 1878 12830
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=3 4 0 4 5 1 1 4 0 0 0 1 0 1 7 6 5 1 1 4 0 5 6 6 1 1 7 0 0 0
split_gain=5.51577e+13 2.68159e+14 3.14647e+14 1.70758e+14 2.90159e+14 2.5325e+14 3.41798e+14 4.51406e+14 4.04807e+14 3.35688e+14 4.59038e+14 9.27886e+14 3.4842e+14 4.42222e+14 3.28138e+14 5.509e+14 4.94409e+14 3.28134e+14 3.19387e+14 8.75903e+14 3.59027e+14 3.00928e+14 2.97066e+14 2.93213e+14 2.76807e+14 6.88117e+14 5.28785e+14 2.78047e+14 2.50167e+14 5.2817e+14
threshold=14.500000000000002 14.500000000000002 57.634352600000007 18.500000000000004 3.5000000000000004 37.682335600000009 37.401708450000008 22.500000000000004 55.520061350000013 55.753967500000009 55.783232450000007 37.631035900000008 55.806294650000005 37.46219940000001 6.0000000000000009 62.625000000000007 2.5000000000000004 37.517483500000004 37.702956500000006 19.500000000000004 55.749683450000006 1.5000000000000002 89.00500000000001 65.00500000000001 37.442254400000003 37.475446350000006 6.0000000000000009 55.883833400000007 55.82518790000001 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 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 -8 -10 11 14 13 -12 -11 21 -17 -15 19 20 -7 -16 -21 -20 -14 26 -26 -28 29 -9
right_child=1 -3 -4 4 -6 18 7 28 9 10 12 -13 24 17 15 16 -18 -19 23 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=107.71111938748875 -62262.56663181023 1352.1932036385388 -417644.64508928574 -2553.4055487482269 22997.679194586533 40837.556281887759 -40957.124942117283 -249.37806496070212 43375.090572867681 11468.387085147304 221919.55455343935 298975.76507291669 -52108.101405463793 -25458.220027374111 -92504.204398104048 186451.55853853317 -98628.977383920661 91349.547012721334 -1870.0002971334773 -47146.67824768374 401752.06716269843 -240577.87681739937 57208.338079294219 -10374.699108772416 32514.202731918242 11304.036410181625 379295.71899691498 98675.617296659038 14221.078311190629 -54111.876620995441
leaf_weight=3412923 226 315470 28 88603 4501 49 970 14306 6256 393 169 75 590 386 328 107 141 638 151976 3781 63 236 294 55285 159 5323 110 52 8280 2086
leaf_count=3412923 226 315470 28 88603 4501 49 970 14306 6256 393 169 75 590 386 328 107 141 638 151976 3781 63 236 294 55285 159 5323 110 52 8280 2086
internal_value=0 1269.5 -101439 -106.653 -2226.29 -2559.57 928.41 8525.98 21646.4 25704.8 13008.6 -42299.9 22540.7 72052.4 -63541.1 -99845 24369.5 47318.5 -4690.95 -32035.1 243852 -154464 -39617.8 -4138.55 13065.6 19878.6 162067 289220 52.9163 -7103.77
internal_weight=0 315724 254 3.75808e+06 345157 340656 129208 40605 15933 14963 8707 1280 7427 1193 1205 812 248 1024 211448 4187 112 564 4075 207261 6234 5644 321 162 24672 16392
internal_count=4073804 315724 254 3758080 345157 340656 129208 40605 15933 14963 8707 1280 7427 1193 1205 812 248 1024 211448 4187 112 564 4075 207261 6234 5644 321 162 24672 16392
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=6 2 7 0 6 1 1 0 4 0 6 1 0 3 6 5 5 1 1 0 4 0 6 6 7 5 0 0 1 1
split_gain=5.25478e+13 1.43848e+14 1.98908e+14 3.37391e+14 3.98102e+14 4.15716e+14 2.57859e+14 2.66371e+14 3.13823e+14 2.66413e+14 2.49061e+14 1.86594e+14 2.99661e+14 1.71657e+14 2.39507e+14 1.54083e+14 1.53995e+14 2.28741e+14 3.82801e+14 3.97414e+14 1.39626e+14 2.1184e+14 1.33955e+14 3.43689e+14 2.73279e+14 2.74858e+14 2.59569e+14 3.64628e+14 2.55353e+14 4.96901e+14
threshold=100.05000000000001 75.000000000000014 6.0000000000000009 55.667390500000003 116.05000000000001 37.401708450000008 37.649344350000007 55.850146250000009 17.500000000000004 55.721784200000009 103.03500000000001 37.503969450000007 55.649510000000014 2.5000000000000004 189.00000000000003 4.5000000000000009 3.5000000000000004 37.475446350000006 37.631035900000008 55.753967500000009 19.500000000000004 55.539595350000006 82.00500000000001 87.015000000000015 6.0000000000000009 1.5000000000000002 45.053967500000006 47.139841100000005 82.973036600000015 82.970388650000018
decision_type=2 2 2 2 2 2 2 2 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 10 16 -6 7 8 9 -7 -2 12 -4 -11 -15 -8 17 -5 19 -19 -12 -22 -1 24 25 -24 -25 -28 29 -27
right_child=1 -3 11 4 5 6 15 -9 -10 13 20 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 26 -26 28 27 -29 -30 -31
leaf_value=-88.923307539339049 -18081.640919018817 -2704.7726473033995 -52872.46090561225 52439.997259706448 135454.62318750002 34571.860677083336 -117152.77339898003 -51187.791389627666 -673287.31647727278 -100885.29479166667 103888.14121308166 81046.639017819034 99485.214613526579 -587650.84814189188 -164824.11904761905 178072.91058238636 37139.602161965646 -619604.42343750002 94.914317755970529 -145363.26440466125 -192598.03146802328 62731.029537711467 -65147.766154165547 11968.800340858157 279.9460254075604 11358.023094217644 -23377.803463020478 -581.37753937738751 32186.490932471817 -66147.354878637168
leaf_weight=3707216 465 113933 343 132 50 24 90 47 22 21 501 755 207 37 21 22 462 24 123 67 43 133 461 15265 33810 47035 7391 138447 5815 842
leaf_count=3707216 465 113933 343 132 50 24 90 47 22 21 501 755 207 37 21 22 462 24 123 67 43 133 461 15265 33810 47035 7391 138447 5815 842
internal_value=0 -2083.83 17628.2 -166.77 -38601.1 -130434 -177245 -254136 -330445 -257216 38267.5 48772.7 4469.43 -345860 -434558 -59162 -640.587 -51087 -114945 -270438 76971.2 349.498 61.9004 2306.83 7334.05 11738.2 -438.053 -1736.69 12398.4 9994.96
internal_weight=0 117522 3589 2284 1142 334 284 172 125 103 1142 1305 550 79 58 112 808 346 214 91 677 176 3.95628e+06 249066 87963 54153 161103 145838 53692 47877
internal_count=4073804 117522 3589 2284 1142 334 284 172 125 103 1142 1305 550 79 58 112 808 346 214 91 677 176 3956282 249066 87963 54153 161103 145838 53692 47877
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=6 5 1 5 3 4 1 4 4 1 3 0 4 6 6 2 2 1 1 1 0 1 3 3 5 6 7 0 1 1
split_gain=5.3366e+13 1.33218e+14 1.99896e+14 2.71545e+14 1.57209e+14 1.48893e+14 1.46769e+14 1.47991e+14 1.29255e+14 1.34631e+14 1.42328e+14 1.22405e+14 1.12079e+14 2.03209e+14 1.23957e+14 1.05696e+14 1.05521e+14 1.22142e+14 2.81477e+14 1.58709e+14 2.15309e+14 1.14958e+14 1.20756e+14 1.12779e+14 9.02195e+13 3.86435e+14 4.6673e+14 5.24476e+14 4.14579e+14 4.123e+14
threshold=189.00000000000003 3.5000000000000004 30.509101000000005 2.5000000000000004 10.500000000000002 1.5000000000000002 39.004719500000007 2.5000000000000004 5.5000000000000009 37.804148700000006 2.5000000000000004 55.812023600000011 10.500000000000002 247.90000000000001 247.90000000000001 9651.0000000000018 75.000000000000014 37.978059650000013 37.586700500000006 38.91194105000001 55.579943700000008 38.948208550000011 24.500000000000004 2.5000000000000004 3.5000000000000004 68.00500000000001 6.0000000000000009 43.687280500000007 20.507515800000004 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 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 12 6 -3 8 15 9 -5 -11 -6 14 -14 -4 -8 -7 18 -18 20 23 -21 -23 -19 -1 -26 27 -27 -28 -30
right_child=1 5 3 4 11 16 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 19 -20 21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=66.843286490762949 -121101.38873451634 -175043.12962740386 -81119.618481445315 -199539.02494549419 6503.0014376936297 -172243.20959821431 -40332.283325195312 -123726.9741646332 104582.9146434295 -110925.31498842593 231724.1852627841 263778.83693181816 221639.82913523709 -56776.570787188073 48151.675106014896 223036.67671875001 35960.471892033071 -409856.37000000005 229457.38819247158 168473.01041666669 65594.556962076822 18894.633217395141 -193421.8142939815 -129672.55152420345 12108.323771843698 31906.073286265248 -171536.70480567229 -8782.8426090329667 59899.507280057034 7752.5126341898667
leaf_weight=3949075 152 39 80 43 116 28 64 397 78 27 22 22 29 273 1019 20 516 20 88 51 48 3414 27 51 15266 3286 119 88153 1805 9476
leaf_count=3949075 152 39 80 43 116 28 64 397 78 27 22 22 29 273 1019 20 516 20 88 51 48 3414 27 51 15266 3286 119 88153 1805 9476
internal_value=0 8968.48 -10207.2 -2510.45 -49432.7 19456.4 -69984.5 -98212.4 9883.75 -70404.7 42917.3 47518 23914.7 -30041.2 38741.6 22374.6 21244.2 22529.5 64152.1 15567.5 -97999.1 19437.6 17228.7 -208598 -14.6065 -2738.04 -4941.92 -7320.62 14137.6 16096.2
internal_weight=0 6624 2342 2190 789 4282 651 481 170 92 49 138 1401 302 1099 84 4243 4215 604 3611 119 3492 3441 71 4.06718e+06 118105 102839 91439 11400 11281
internal_count=4073804 6624 2342 2190 789 4282 651 481 170 92 49 138 1401 302 1099 84 4243 4215 604 3611 119 3492 3441 71 4067180 118105 102839 91439 11400 11281
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=6 6 1 7 5 6 4 1 1 6 2 0 5 0 4 0 1 1 1 1 0 6 1 1 1 1 0 0 1 4
split_gain=5.10727e+13 2.62528e+14 4.36808e+14 2.49785e+14 4.75682e+14 2.44323e+14 2.19518e+14 3.15024e+14 4.57507e+14 2.11212e+14 2.84837e+14 7.59836e+14 3.90381e+14 9.78309e+14 4.34307e+14 3.79597e+14 3.77201e+14 2.24785e+14 2.63715e+14 2.21102e+14 2.14106e+14 2.48208e+14 2.75423e+14 3.39287e+14 2.72944e+14 5.06268e+14 3.33796e+14 3.65852e+14 2.67655e+14 2.64021e+14
threshold=55.015000000000008 59.245000000000012 37.957884500000006 6.0000000000000009 2.5000000000000004 49.895000000000003 2.5000000000000004 38.247071200000008 40.377616600000003 45.005000000000003 75.000000000000014 55.806294650000005 1.5000000000000002 55.759969450000007 14.500000000000002 55.622114900000007 37.682335600000009 82.966990000000024 82.965501500000016 37.46219940000001 54.962581500000006 41.990000000000002 37.343102500000008 30.472130500000002 82.991167100000027 82.860505900000007 55.696737300000009 57.205086850000008 39.735861600000007 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 9 7 -3 -9 20 11 12 13 15 -14 -11 -17 18 -12 -15 -1 22 23 -22 25 26 -24 -28 -29 -27
right_child=1 6 -4 4 -6 -7 -8 8 -10 10 17 -13 14 19 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 29 27 28 -30 -31
leaf_value=-1776.5382882999043 1616.5654767657898 -35810.144125477564 5217.2161790695645 -11591.195462051684 52004.760197705764 -2654.0158869691923 -10.37270285419361 18085.964400234705 -14061.686727326392 -38603.866909155688 4210.9427821343661 -49562.835533844336 -28295.526919345954 234682.60468183877 25810.482919507562 54172.62142835898 -35074.570466945086 -1687.3057762833905 32689.482869232888 97092.33112600226 770.28285452974387 -2059.4587794302206 -2279.868996002127 -8951.5381288676017 -2499.3768178623932 15913.942157766105 4905.247587632336 -26239.743769012708 -1636.9940559655088 2779.6695590829363
leaf_weight=631555 46533 3837 234703 35027 1217 370387 1272920 6246 15200 1424 236251 3809 5137 138 2086 1576 677 74474 3297 760 115314 279655 132425 52125 101916 43410 318064 4807 55195 23639
leaf_count=631555 46533 3837 234703 35027 1217 370387 1272920 6246 15200 1424 236251 3809 5137 138 2086 1576 677 74474 3297 760 115314 279655 132425 52125 101916 43410 318064 4807 55195 23639
internal_value=0 436.735 3014.38 -3231.47 -9455.77 -287.059 -193.637 -9420.41 -4698.9 132.866 2455.77 -10730 1807.22 24663.4 -12669.7 1810.89 27354.9 3111.11 4602.9 118236 -302.658 523.613 1376.58 -2256.19 2271.8 3113.75 2040.75 3554.13 -3608.02 11283.3
internal_weight=0 1.61568e+06 317480 82777 36244 2.45812e+06 1.2982e+06 25283 21446 2.08773e+06 329629 15607 11798 4575 7223 3677 2253 314022 239548 898 1.7581e+06 1.12655e+06 846895 167439 679456 577540 510491 378066 60002 67049
internal_count=4073804 1615683 317480 82777 36244 2458121 1298203 25283 21446 2087734 329629 15607 11798 4575 7223 3677 2253 314022 239548 898 1758105 1126550 846895 167439 679456 577540 510491 378066 60002 67049
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=1 4 6 1 2 0 0 0 6 6 2 0 0 0 6 6 6 6 6 0 0 1 7 1 0 1 7 4 6 6
split_gain=5.6484e+13 1.47799e+14 1.6292e+14 1.2787e+14 1.13523e+14 1.11572e+14 1.84085e+14 1.66461e+14 1.13952e+14 1.06506e+14 1.0535e+14 1.88851e+14 1.0475e+14 1.20779e+14 1.12403e+14 3.5141e+14 1.06242e+14 9.82108e+13 9.81392e+13 9.19808e+13 8.80233e+13 5.59831e+14 4.54063e+14 2.92926e+14 2.27725e+14 4.22684e+14 2.75718e+14 2.09682e+14 2.63822e+14 2.02303e+14
threshold=91.292296250000007 4.5000000000000009 84.00500000000001 86.169282750000022 2851.5000000000005 55.520061350000013 55.390026600000006 56.228352100000002 90.045000000000016 104.01000000000001 9236.5000000000018 50.556058150000005 56.105603650000006 61.78914120000001 78.605000000000004 79.015000000000015 67.00500000000001 247.90000000000001 15.450000000000001 55.145978450000008 61.78914120000001 59.999510900000011 6.0000000000000009 72.839788400000018 60.753246850000004 33.882313700000005 6.0000000000000009 4.5000000000000009 72.020000000000024 42.875000000000007
decision_type=2 2 2 2 2 2 2 2 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 9 12 20 -5 6 19 -7 -9 -2 11 -4 -3 -14 16 -16 18 -11 -15 -6 24 22 27 -23 -1 -26 29 -22 -29 -27
right_child=1 2 10 4 5 7 -8 8 -10 17 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-67.784776553838242 -6284.2173758502213 3419.9334932285851 116618.59689434699 -43235.175287110673 -9184.6792536538032 -42067.835184748481 88583.895958140027 -651.55737165562459 -112549.19676799369 -93557.832194010422 -1699.8880030159719 20455.961375208011 -8656.9957432095944 114882.218741644 -271701.35873081139 17223.356027998838 56539.579747878379 65948.550611413055 5246.870784988535 16096.403274161084 -27949.520875946895 -59872.998412032415 45236.986636299844 42241.987163594247 -45251.158706827773 2598.4166820371374 -17234.029461145874 -3840.4243705163626 50900.438227797611 21943.211934503306
leaf_weight=3868621 14614 100505 212 945 5408 1915 229 2859 94 240 2207 5568 15189 84 57 161 539 46 2915 1961 3339 2468 1969 317 1369 8258 2931 12182 949 15653
leaf_count=3868621 14614 100505 212 945 5408 1915 229 2859 94 240 2207 5568 15189 84 57 161 539 46 2915 1961 3339 2468 1969 317 1369 8258 2931 12182 949 15653
internal_value=0 1956.96 3058.81 -70.8507 -9818.77 -7285.6 286.919 -19104.8 -4213.49 -7466.97 16886.2 23983 2134.24 -4686.49 11370 -58321.2 15664.1 -67903 8317.68 -2457.01 -37.4849 -6460.01 -148.129 -48249.9 -2.50474 8949.45 11713.8 -5573.95 115.792 15262.2
internal_weight=0 142337 127437 3.93147e+06 13411 12466 7598 4868 2953 14900 7987 5780 119450 18945 3756 218 3538 286 2999 7369 3.91806e+06 21224 18439 2785 3.89683e+06 28211 26842 16470 13131 23911
internal_count=4073804 142337 127437 3931467 13411 12466 7598 4868 2953 14900 7987 5780 119450 18945 3756 218 3538 286 2999 7369 3918056 21224 18439 2785 3896832 28211 26842 16470 13131 23911
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 4 4 0 1 1 1 0 1 0 0 0 6 1 0 1 2 4 1 0 0 1 0 0 2 0
split_gain=5.3527e+13 7.22602e+14 1.01658e+15 9.33249e+14 8.85562e+14 6.4257e+14 1.13946e+15 9.47444e+14 7.13249e+14 6.39111e+14 8.82372e+14 5.48572e+14 5.63459e+14 6.3853e+14 5.30836e+14 9.68726e+14 8.57999e+14 4.85464e+14 1.22325e+15 6.05621e+14 4.75501e+14 4.66052e+14 4.51716e+14 9.17361e+14 6.51026e+14 1.1845e+15 5.99515e+14 6.70257e+14 6.06256e+14 5.17373e+14
threshold=50.298521650000005 49.030112300000006 45.71452080000001 43.80299105000001 48.179569850000007 5.5000000000000009 8.5000000000000018 56.309668500000008 43.997056950000008 54.62357655000001 53.67029225000001 56.83050475000001 52.061190950000004 53.341100000000004 43.051287600000009 56.128722100000005 63.855000000000011 40.965343750000009 45.059854000000009 42.186961750000002 13916.000000000002 20.500000000000004 49.195555600000006 57.892117950000006 55.775215600000003 49.111590500000005 53.310923100000004 53.175387700000009 3062.5000000000005 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -6 7 -7 -9 10 11 12 13 -2 -4 16 -16 -1 -19 -20 -5 -8 23 24 -3 -26 27 -24 -28 -27
right_child=9 22 14 4 5 6 21 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 26 -25 25 29 28 -29 -30 -31
leaf_value=180.13069027210418 -1207.2551627806986 -3665.8656118790677 3887.8295030131544 -33872.600735785047 2502.5484221406878 20731.385494101611 18546.754339514202 70094.278242465691 197179.2976527444 132.52911135261488 -29220.784002392727 4475.1330725454281 -4053.2146395102391 -39353.119993854401 -14110.322931808327 -93.842492677525712 -43562.23332871926 550.89415868052617 -10347.405261435393 -39094.241756259202 2640.2135418903872 -14509.832578914218 -15674.058833469302 171521.05982907437 3414.7022034055299 46992.774961780007 86.280578553819183 16499.149778950934 -26677.696920058104 19346.056050506777
leaf_weight=1976617 7129 21278 25764 6507 37512 1677 50668 1018 780 1467493 16029 44344 46218 11414 47924 39799 12464 64063 15324 14046 7893 4657 7946 359 31061 12459 40885 34982 10673 14821
leaf_count=1976617 7129 21278 25764 6507 37512 1677 50668 1018 780 1467493 16029 44344 46218 11414 47924 39799 12464 64063 15324 14046 7893 4657 7946 359 31061 12459 40885 34982 10673 14821
internal_value=0 290.412 -178.916 325.594 9270.75 12729 19253 74797.8 125226 -452.437 -7312.55 -4093.94 -9961.47 -24687.6 -8914.19 -12206.4 -20189.2 -152.818 -7196.49 -24095.4 -13859 15764.2 6495.74 12026.4 11307.3 16768.2 1814.28 10543.9 -5454.12 31972.5
internal_weight=0 2.48118e+06 2.30671e+06 2.18076e+06 110712 96312 58800 3475 1798 1.59263e+06 125134 109105 64761 18543 125951 100187 60388 2.07005e+06 93433 29370 14400 55325 174464 79978 79619 58341 94486 42928 51558 27280
internal_count=4073804 2481177 2306713 2180762 110712 96312 58800 3475 1798 1592627 125134 109105 64761 18543 125951 100187 60388 2070050 93433 29370 14400 55325 174464 79978 79619 58341 94486 42928 51558 27280
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=4 1 4 0 1 0 1 4 4 0 2 1 4 0 0 0 7 1 0 1 4 6 1 0 0 6 3 1 1 2
split_gain=5.60433e+13 2.4112e+14 2.71897e+14 2.77446e+14 1.11725e+15 7.45532e+14 8.56336e+14 5.97857e+14 6.5945e+14 5.77951e+14 9.53322e+14 6.88925e+14 4.89235e+14 4.70639e+14 8.2064e+14 3.31046e+14 4.32374e+14 4.28375e+14 3.56628e+14 5.67467e+14 3.37292e+14 3.10049e+14 2.99618e+14 2.83829e+14 3.57762e+14 2.8173e+14 2.69732e+14 2.66477e+14 2.59359e+14 2.5367e+14
threshold=10.500000000000002 37.873748150000004 11.500000000000002 55.710673100000008 37.978059650000013 55.696737300000009 37.957884500000006 24.500000000000004 14.500000000000002 55.579943700000008 1250.5000000000002 37.957884500000006 16.500000000000004 55.214863500000007 55.193450100000007 55.82518790000001 6.0000000000000009 37.957884500000006 55.768246800000007 37.924401400000008 17.500000000000004 116.05000000000001 38.166910000000009 55.60524465000001 55.649510000000014 30.985000000000003 17.500000000000004 38.109452700000006 60.571186450000006 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 15 9 -7 8 22 10 13 23 28 14 27 17 -17 18 19 -5 -20 26 -8 -11 -25 -12 -13 -4 -6 -2
right_child=1 2 3 4 12 6 7 -9 -10 11 25 21 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=287.01967777159751 515.46513276940766 -12454.912696602589 15535.321240687339 59456.706718195514 -11397.89082427886 7170.9492925273389 159438.49940031848 130298.83315109674 17436.316471727278 -91983.522923177094 -13052.053206145294 -28037.702512484913 1479.6844540105196 22057.812293033436 267079.29143192491 -25650.393889228209 -74162.763029821435 -41871.70259697341 13601.825511305897 -42421.00127018604 -45984.011818019266 -226445.04958743142 -25701.70376187838 79993.592641791591 3352.2086127140155 -55.638716388781745 -82632.035390731791 100269.35811020003 -2140.2269030532693 8888.0436417974797
leaf_weight=2547999 584506 22195 755 1812 62955 10892 548 946 2601 270 17225 9012 159536 4680 213 5183 2846 3915 1722 783 2119 84 104 697 4828 526793 1006 730 58274 38575
leaf_count=2547999 584506 22195 755 1812 62955 10892 548 946 2601 270 17225 9012 159536 4680 213 5183 2846 3915 1722 783 2119 84 104 697 4828 526793 1006 730 58274 38575
internal_value=0 -479.305 -1523.69 -1248.16 -3722.78 25.1329 21961.4 60327.2 39978.8 -559.442 -16.5108 -19357.1 -2159.14 38420.2 83518.1 -27608.2 -42846.3 -15788.4 78.0191 28716.7 -19270.4 -35124.2 129907 8128.46 13020.8 -467.138 -33520 57189.1 -6947.79 1033.81
internal_weight=0 1.5258e+06 902724 880529 299145 581384 15091 4199 3253 566293 550396 15897 280765 6378 1698 18380 8029 10351 6436 2595 3841 10102 652 5795 5525 544018 10018 1485 121229 623081
internal_count=4073804 1525805 902724 880529 299145 581384 15091 4199 3253 566293 550396 15897 280765 6378 1698 18380 8029 10351 6436 2595 3841 10102 652 5795 5525 544018 10018 1485 121229 623081
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=3 4 6 0 0 1 0 1 6 0 1 1 4 0 4 6 1 6 6 3 4 2 4 1 1 0 0 4 1 1
split_gain=5.14123e+13 6.68492e+14 4.80719e+14 2.85571e+14 3.07206e+14 3.3082e+14 2.83155e+14 3.40294e+14 3.33272e+14 4.53026e+14 2.85387e+14 4.0723e+14 3.2241e+14 2.72207e+14 2.70375e+14 2.90117e+14 2.6135e+14 2.58863e+14 2.66301e+14 2.37078e+14 2.2979e+14 2.2915e+14 2.59025e+14 2.486e+14 4.94982e+14 7.5958e+14 8.00768e+14 9.75504e+14 4.55111e+14 4.27633e+14
threshold=4.5000000000000009 6.5000000000000009 64.015000000000015 47.319699650000011 51.567244500000008 36.865631950000008 47.139841100000005 39.366401150000009 44.010000000000012 45.082176650000008 39.652459050000012 39.625203600000013 3.5000000000000004 51.567244500000008 5.5000000000000009 134.05000000000004 40.024897700000004 118.04500000000002 247.90000000000001 8.5000000000000018 14.500000000000002 75.000000000000014 2.5000000000000004 36.865631950000008 37.897576350000001 55.303261650000003 55.93962770000001 6.5000000000000009 37.978059650000013 38.430814800000007
decision_type=2 2 2 2 2 2 2 2 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 -5 8 -8 -1 14 11 -11 -13 17 -10 -16 -7 -4 -19 -15 -9 22 -6 -23 25 -25 27 -27 -26 -30
right_child=1 -3 13 4 21 16 7 20 9 10 -12 12 -14 19 15 -17 -18 18 -20 -21 -22 23 -24 24 28 26 -28 -29 29 -31
leaf_value=-2272.4814656421859 -3600.2659767465047 247.7576556957813 -25146.717993122438 6758.2364941655687 -89943.029965038528 -26031.384354184927 -19782.545847074576 12975.897057151487 11009.728429256951 -1749.2106700221477 -22485.027305889191 2765.3802459716799 306489.00362850045 -10118.475810713207 1322.74154201072 55614.034334521486 -7215.498107966454 -93914.027526842256 96277.288308105475 -152217.03555018539 -5352.7102888401459 -2926.2503538584738 -4478.4025212128981 -20343.985111609323 -18229.383321721161 34292.076934135977 -5841.7301798335284 6928.3014170081924 11278.703636860235 193.27857953944806
leaf_weight=128879 179109 1940754 8871 10908 356 10883 3908 53829 76193 27687 7841 64 77 23561 62566 1000 22947 923 80 118 7836 200241 91790 8279 13056 21648 19399 32718 35955 1082328
leaf_count=128879 179109 1940754 8871 10908 356 10883 3908 53829 76193 27687 7841 64 77 23561 62566 1000 22947 923 80 118 7836 200241 91790 8279 13056 21648 19399 32718 35955 1082328
internal_value=0 -335.478 -5658.09 376.186 -219.415 -8385.59 2872.9 8833.29 1588.54 4425.05 -5633.99 -885.934 168629 -16642.9 6992.3 2176.83 -13268.5 -30591.1 -78744.2 -10826.6 10646.8 23.2105 -4808.59 338.168 876.885 8377.01 11600.5 17824.3 332.98 549.697
internal_weight=0 2.15342e+06 212662 1.92039e+06 1.55051e+06 44738 369880 65573 304307 175428 35669 27828 141 33553 139759 63566 33830 9874 1003 23679 61665 1.50577e+06 92146 1.41362e+06 1.21338e+06 82044 73765 54366 1.13134e+06 1.11828e+06
internal_count=4073804 2153416 212662 1920388 1550508 44738 369880 65573 304307 175428 35669 27828 141 33553 139759 63566 33830 9874 1003 23679 61665 1505770 92146 1413624 1213383 82044 73765 54366 1131339 1118283
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 6 2 2 4 0 1 1 1 4 1 1 1 0 1 7 7 6 6 1 4 2 0 1 1 1
split_gain=5.56147e+13 2.59969e+14 6.09424e+14 6.47143e+14 4.22679e+14 3.91216e+14 3.32938e+14 3.55172e+14 2.91193e+14 2.47711e+14 6.61111e+14 6.44517e+14 5.34166e+14 9.7713e+14 4.5018e+14 1.23734e+15 1.11743e+15 8.51878e+14 7.42017e+14 6.61524e+14 6.50322e+14 6.14696e+14 5.3169e+14 5.29523e+14 1.17718e+15 5.23157e+14 8.46258e+14 7.17592e+14 1.08198e+15 1.00181e+15
threshold=55.539595350000006 55.173955500000005 37.401708450000008 12.500000000000002 88.00500000000001 45.995000000000012 5762.5000000000009 75.000000000000014 19.500000000000004 55.801384500000005 49.300375350000003 52.061190950000004 37.131181300000009 17.500000000000004 39.843340650000009 37.858952300000006 39.908802000000009 57.60122925000001 37.978059650000013 6.0000000000000009 6.0000000000000009 114.05000000000001 64.015000000000015 38.657016300000002 19.500000000000004 2865.5000000000005 56.685611200000004 44.064675150000006 49.030112300000006 43.932356550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -4 -7 10 12 -12 13 -2 15 -11 17 -16 20 22 -17 23 -19 24 -20 26 -18 29 -29 -27
right_child=9 2 4 5 -6 8 -8 -9 -10 14 11 -13 -14 -15 16 18 25 19 21 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-39.171437886784645 -26661.571206321074 4751.4281010468821 -26768.727977082886 21481.707297011231 -33702.496470164224 78247.494806233866 -34126.771995729694 -2972.2016930518998 203475.83922157806 -307.18748968184127 -31459.484867244464 -2542.7474346979184 4288.8195140717917 93300.923812719702 -29.288289546524453 -19684.02037579691 -37500.303012941578 39833.465043554876 -9.3681764122476068 10362.016852255791 -62268.257301368605 -118374.05940322267 94345.57046965968 -14367.290330976057 176696.818369115 1799.9999428903252 -3414.2154563126446 -9653.1459674207763 2305.0262299497736 24769.1182531265
leaf_weight=2026297 9897 8329 6587 1276 5291 1162 3797 131186 221 589245 10104 32503 395199 729 9060 16888 8216 5709 35892 4822 4553 500 2606 45293 381 50094 64184 89702 483500 30581
leaf_count=2026297 9897 8329 6587 1276 5291 1162 3797 131186 221 589245 10104 32503 395199 729 9060 16888 8216 5709 35892 4822 4553 500 2606 45293 381 50094 64184 89702 483500 30581
internal_value=0 -343.673 -4252.54 18463.5 -5952.13 61415 -4915 -4109.93 98258.7 397.232 2449.8 -9400.18 3693.92 -18431.5 -241.418 -2078.49 1458.89 23560.6 -12162.2 39829.4 -28726.8 -7834.42 56918.1 -7156.81 1846.7 783.402 -7282.33 1676.47 433.658 10506.8
internal_weight=0 2.18415e+06 157849 10988 146861 2659 141570 137773 1383 1.88966e+06 448432 42607 405825 10626 1.44123e+06 692752 748474 22197 103507 13137 21441 82066 8315 81566 36273 726277 72400 653877 573202 80675
internal_count=4073804 2184146 157849 10988 146861 2659 141570 137773 1383 1889658 448432 42607 405825 10626 1441226 692752 748474 22197 103507 13137 21441 82066 8315 81566 36273 726277 72400 653877 573202 80675
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=4 6 6 5 4 0 0 0 0 1 5 0 2 3 0 1 7 6 6 6 1 1 4 0 0 0 0 0 1 1
split_gain=6.10609e+13 1.9719e+14 2.20848e+14 1.97074e+14 1.94438e+14 2.223e+14 3.75575e+14 5.22966e+14 5.13948e+14 2.38973e+14 2.35944e+14 2.33739e+14 6.11868e+14 2.09792e+14 2.54921e+14 2.01572e+14 2.04113e+14 1.98061e+14 1.94263e+14 1.93354e+14 2.66246e+14 1.95871e+14 6.17001e+14 3.20732e+14 3.23644e+14 3.13295e+14 8.75548e+14 7.97989e+14 1.11886e+15 7.07569e+14
threshold=15.500000000000002 31.410000000000004 15.450000000000001 2.5000000000000004 14.500000000000002 55.749683450000006 55.783232450000007 55.801384500000005 55.806294650000005 37.534144550000008 4.5000000000000009 55.702806750000008 75.000000000000014 14.500000000000002 57.634352600000007 37.563506350000004 6.0000000000000009 72.020000000000024 69.605000000000004 39.355000000000011 103.8879505 30.277905650000005 21.500000000000004 60.064438250000002 59.838047850000002 59.825842200000004 59.905532300000012 59.990753350000013 30.303340300000002 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 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 13 11 15 9 -9 -8 -10 -6 17 -1 -15 -7 -17 -13 -18 -3 21 22 -21 24 -24 -23 -27 28 -28 -29
right_child=1 19 3 -5 5 6 7 8 10 -11 -12 12 -14 14 -16 16 18 -19 -20 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=138.34276827575667 44093.505143041184 2217.3262524618917 -7853.7053868171806 -119395.99196147798 9998.2125031059149 125577.64276083669 206183.63118298762 -83820.715598366485 3020.446259902169 58604.291834950927 -159230.02506727431 95588.99822307704 -26609.605883577053 -55485.257667311947 -375365.03258928575 -1247.4485171903725 -60407.388406805665 246536.33168992717 -169515.01701683408 -21396.449432874233 30440.140704341145 -1406.9149664109175 -67347.089732053442 -69221.393174569821 11032.784633374664 21348.440124056066 -211073.62150312602 20345.334540040421 -13670.31389786707 -16989.339245909607
leaf_weight=2859317 821 231077 41858 159 29926 62 145 715 21608 451 90 557 511 226 28 425 732 103 210 17821 2680 777821 546 553 14993 23431 291 18040 21543 7064
leaf_count=2859317 821 231077 41858 159 29926 62 145 715 21608 451 90 557 511 226 28 425 732 103 210 17821 2680 777821 546 553 14993 23431 291 18040 21543 7064
internal_value=0 -614.078 -7272.13 -8275.8 244.084 6104.53 -1032.42 2057.04 -401.406 94508.7 2347.46 11713.2 55541.3 130.27 -90747.6 -50777.3 -58775.8 119146 -84730.7 -358.475 -1031.19 -1126.81 -8579.09 5615.44 8278.72 -828.844 5560.84 -2320.19 -16301.3 9839.75
internal_weight=0 1.1587e+06 42838 42017 2.91511e+06 55535 24438 23009 22413 596 21698 31097 1171 2.85957e+06 254 1429 1367 660 942 1.11586e+06 884783 882103 33913 16092 15539 848190 70369 46938 21834 25104
internal_count=4073804 1158698 42838 42017 2915106 55535 24438 23009 22413 596 21698 31097 1171 2859571 254 1429 1367 660 942 1115860 884783 882103 33913 16092 15539 848190 70369 46938 21834 25104
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=4 3 4 6 4 1 1 2 6 6 3 7 2 0 6 0 1 6 6 6 5 0 0 0 1 1 1 6 1 4
split_gain=5.22939e+13 2.26474e+14 3.34284e+14 2.76028e+14 2.64114e+14 4.9873e+14 4.62138e+14 3.39791e+14 3.2789e+14 3.08932e+14 3.08021e+14 2.91908e+14 2.72048e+14 2.66268e+14 2.80413e+14 5.26605e+14 5.59165e+14 2.65728e+14 2.45362e+14 2.35126e+14 2.52758e+14 2.2281e+14 2.1986e+14 2.14449e+14 3.15102e+14 3.24665e+14 2.07802e+14 2.81402e+14 2.31386e+14 2.06114e+14
threshold=10.500000000000002 8.5000000000000018 8.5000000000000018 54.990000000000002 9.5000000000000018 82.956351500000011 83.015546400000019 9651.0000000000018 94.02500000000002 39.995000000000012 1.5000000000000002 6.0000000000000009 7457.0000000000009 55.061158000000006 75.605000000000004 55.055052800000006 82.911604200000014 99.050000000000011 31.995000000000001 47.805000000000007 3.5000000000000004 55.026775150000006 55.030407050000001 55.014086100000007 82.965501500000016 82.970388650000018 60.66055595000001 106.49500000000002 60.549354600000008 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 -3 -1 7 8 12 9 18 21 19 26 14 -9 -16 -17 -15 -7 -11 -21 -8 -20 24 -13 -26 28 -28 -6 -5
right_child=-2 2 -4 29 5 6 10 13 -10 11 -12 23 -14 17 15 16 -18 -19 22 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.6948882779938419 -462.9941121515983 46968.350101759454 -2730.7992851070317 137902.61380208333 6649.1492804955487 44760.624491743612 16026.176788300187 18388.679528203447 -59115.477004967819 7021.4303854717655 14845.840055268029 -690.60092087363591 -14571.175394635487 4203.786584505694 44874.127194294095 479078.73047127557 -6924.4661425781251 -91233.931997965235 -9873.1234339838466 -9843.4038936965026 35730.812535143436 -24050.884498868752 28092.62992318123 -1422.8275949487431 34747.239381193402 8780.6981795291849 857.25027298819714 -48705.873597664133 29496.315615942178 -149060.17985149418
leaf_weight=1830206 1525805 119 202095 27 145524 869 2144 12784 988 12030 29206 34837 6944 4711 2796 58 40 311 53605 46001 1250 3930 1570 63503 5514 37990 42855 1177 4572 343
leaf_count=1830206 1525805 119 202095 27 145524 869 2144 12784 988 12030 29206 34837 6944 4711 2796 58 40 311 53605 46001 1250 3930 1570 63503 5514 37990 42855 1177 4572 343
internal_value=0 277.252 -2930.62 -85511.3 554.33 2554.4 -150.414 6133.26 -1617.48 -1396.59 10584.7 433.002 4877.34 18332.8 24751.8 52860.3 280710 -1706.43 -7962.43 -5460.01 -8637.76 -9904.49 -8792.81 2895.88 6396.61 12071.9 5573.02 -467.6 7345.09 -128120
internal_weight=0 2.548e+06 202584 489 2.34542e+06 515209 293437 221772 258157 257169 35280 201125 201072 20700 15678 2894 98 5022 56044 59281 47251 6074 55175 141844 78341 43504 194128 44032 150096 370
internal_count=4073804 2547999 202584 489 2345415 515209 293437 221772 258157 257169 35280 201125 201072 20700 15678 2894 98 5022 56044 59281 47251 6074 55175 141844 78341 43504 194128 44032 150096 370
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 0 4 6 1 4 1 1 1 4 1 6 7 4 6 6 4 0 0 1 0 7 0 4
split_gain=5.266e+13 3.57304e+14 4.71552e+14 8.27557e+14 6.828e+14 6.78048e+14 6.73769e+14 7.36256e+14 6.98142e+14 6.71341e+14 7.14057e+14 7.28255e+14 5.9757e+14 7.05758e+14 5.8144e+14 5.50979e+14 5.57151e+14 5.80502e+14 4.87495e+14 4.7975e+14 8.84005e+14 1.13078e+15 4.76304e+14 4.68651e+14 1.47995e+15 7.65412e+14 6.55588e+14 4.67112e+14 4.64148e+14 4.56764e+14
threshold=30.345769800000003 30.315889700000003 59.91832440000001 59.856552950000008 30.157841000000001 59.882709350000006 59.990753350000013 59.939085000000013 17.500000000000004 47.805000000000007 30.277905650000005 20.500000000000004 30.242318500000007 30.303340300000002 30.226173900000003 10.500000000000002 30.303340300000002 66.010000000000005 6.0000000000000009 7.5000000000000009 57.410000000000004 54.990000000000002 15.500000000000002 59.939085000000013 59.950512650000007 30.323041000000003 59.848366150000011 6.0000000000000009 59.963561900000009 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 -5 7 -4 19 -6 -11 22 18 -14 -8 -16 17 -17 -10 27 21 -21 -12 25 -25 26 -3 29 -26 -9
right_child=-2 23 6 4 9 -7 14 8 12 10 11 -13 13 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-168.85359538492682 -89.900978797412407 -48616.145960558693 1139.9563219719073 23158.639975776303 -8140.9222843582575 -58362.240893153641 10596.534748995226 24143.133907034306 91403.960412458415 -76317.773243142394 -30514.50199734341 -159402.80532962328 -145002.53942609657 83443.99477258441 -37116.095855759035 -232.54316393586248 51717.366487922285 -33712.773579239743 -27137.243720027487 30532.814024838637 71314.479492933344 -133865.41370830993 42638.293144412411 -55228.180936031196 72801.087035634569 9415.3836085972835 65707.927422719469 131692.6301478325 6983.1662761212574 -41519.094639215095
leaf_weight=69291 3834081 562 20178 4938 6808 1286 21819 3207 526 4873 3710 365 607 174 6217 23273 1667 6661 1019 4729 6514 459 1171 4069 1127 16193 4667 297 21734 1582
leaf_count=69291 3834081 562 20178 4938 6808 1286 21819 3207 526 4873 3710 365 607 174 6217 23273 1667 6661 1019 4729 6514 459 1171 4069 1127 16193 4667 297 21734 1582
internal_value=0 1437.86 -502.729 -5637.89 -22006.7 6314.83 4295.71 14462.9 28527.4 -32420.5 -48755.6 -23153.1 -22816.7 -94106.6 -2402.95 -9902.97 -4549.22 -7682.66 13220.5 35641.2 46785.8 15987.9 -12964.4 9118.45 337.746 20156.8 53420.7 9999.32 10227.9 2452.25
internal_weight=0 239723 191371 92442 23151 6224 98929 39292 19114 16927 10119 5246 2326 781 59637 37818 31601 29934 1545 16788 11702 5188 4881 48352 26930 21422 5229 5086 22861 4789
internal_count=4073804 239723 191371 92442 23151 6224 98929 39292 19114 16927 10119 5246 2326 781 59637 37818 31601 29934 1545 16788 11702 5188 4881 48352 26930 21422 5229 5086 22861 4789
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=6 5 2 0 1 1 4 4 5 4 2 4 6 0 3 0 1 6 4 6 6 0 6 5 2 1 2 1 1 0
split_gain=5.23554e+13 1.52833e+14 8.74241e+13 1.51874e+14 1.41844e+14 7.4539e+13 7.45316e+13 7.37903e+13 1.18291e+14 6.66575e+13 6.15349e+13 7.39225e+13 1.4022e+14 6.79747e+13 6.56762e+13 5.49308e+13 5.33003e+13 5.91059e+13 5.19922e+13 2.18091e+14 2.23536e+14 4.32987e+14 5.62744e+14 2.50766e+14 4.06301e+14 3.27095e+14 2.6791e+14 2.38654e+14 5.4706e+14 5.32671e+14
threshold=19.050000000000004 1.5000000000000002 2851.5000000000005 44.046956350000009 30.438492500000006 38.989878900000008 7.5000000000000009 15.500000000000002 2.5000000000000004 9.5000000000000018 75.000000000000014 9.5000000000000018 15.450000000000001 56.986919400000012 2.5000000000000004 43.687280500000007 92.791023150000015 15.450000000000001 10.500000000000002 30.985000000000003 39.355000000000011 43.472751400000007 31.410000000000004 1.5000000000000002 915.50000000000011 38.430814800000007 9613.5000000000018 39.749243900000003 43.862029600000007 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -5 -6 -9 -3 14 13 -13 15 -1 -12 17 -4 -2 -20 21 22 -21 26 25 -25 -23 29 -29 -22
right_child=18 2 16 4 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 27 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-67305.279307281118 303.45363551660398 89141.632360839852 -3005.3494940716287 224548.36293845662 16241.276780555767 -13438.190567045393 47311.026698369569 15008.065628390841 170713.1988528134 248363.06920955886 -37405.224097620412 43284.255236153287 -9416.6190525841939 -22401.170663502533 -1351.3209996086152 -4757.5079833297596 40019.743830330146 -88782.076238723035 -7377.0039002220119 531722.21313476562 38642.133274214335 567.43057916868997 69884.662720634748 36594.412003717502 2369.7183151663771 204124.5537109375 11613.531265839541 -13923.514156336183 -1602.0550704330392 38.648838659413165
leaf_weight=366 2529897 116 1840 49 716 636 46 108 89 34 545 772 1459 3695 257 9476 279 84 43962 28 3592 278932 457 4046 7392 120 23833 39693 390883 730402
leaf_count=366 2529897 116 1840 49 716 636 46 108 89 34 545 772 1459 3695 257 9476 279 84 43962 28 3592 278932 457 4046 7392 120 23833 39693 390883 730402
internal_value=0 -5032.65 12519 28907.7 20119 12844.7 138728 31153.5 85352 125232 -9266.43 -8061.94 8819.63 -10807.8 -40097.9 -6533.08 -827.067 -6750.28 25.5367 -436.016 -229.753 2134.5 96547.4 1988.82 16445.1 41420.1 1436.96 -868.862 -2737.92 227.566
internal_weight=0 20567 3997 1794 1644 1549 95 913 197 150 16570 15947 2231 13716 623 10021 2203 1924 4.05324e+06 1.52334e+06 1.47938e+06 314808 485 314323 11558 4166 302765 1.16457e+06 430576 733994
internal_count=4073804 20567 3997 1794 1644 1549 95 913 197 150 16570 15947 2231 13716 623 10021 2203 1924 4053237 1523340 1479378 314808 485 314323 11558 4166 302765 1164570 430576 733994
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=2 3 4 4 4 0 0 1 4 0 4 6 5 4 4 0 6 4 1 7 6 4 5 7 6 7 1 1 0 0
split_gain=5.09216e+13 2.92894e+14 5.27165e+14 3.02435e+14 4.72223e+14 4.6016e+14 3.23019e+14 3.99014e+14 3.2663e+14 2.81054e+14 2.6993e+14 2.62713e+14 4.06499e+14 3.03835e+14 5.11086e+14 4.04879e+14 5.22577e+14 3.93042e+14 2.96706e+14 2.82988e+14 2.75293e+14 3.96965e+14 3.16405e+14 5.22812e+14 3.67935e+14 3.5631e+14 5.11745e+14 5.13468e+14 4.60609e+14 1.10532e+15
threshold=75.000000000000014 17.500000000000004 24.500000000000004 25.500000000000004 30.500000000000004 55.806294650000005 55.850146250000009 37.563506350000004 28.500000000000004 55.462387050000011 26.500000000000004 94.02500000000002 2.5000000000000004 22.500000000000004 18.500000000000004 55.876067900000002 67.00500000000001 21.500000000000004 37.843405600000004 6.0000000000000009 50.995000000000012 5.5000000000000009 1.5000000000000002 6.0000000000000009 61.805000000000007 6.0000000000000009 37.858952300000006 37.631035900000008 55.660117850000006 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -8 -7 -1 -9 12 13 14 20 16 -16 -17 -14 -20 -11 -22 23 -23 -25 -24 27 28 -27 -30
right_child=-2 2 3 4 -6 6 7 10 -10 11 -12 -13 18 -15 15 17 -18 -19 19 -21 21 22 25 24 -26 26 -28 -29 29 -31
leaf_value=-52062.059037844178 97.962401445876722 25172.856770494167 -21477.864611019788 66602.479415997994 -5896.6782185635038 -75890.821640985028 -19577.05985483023 492132.51271551731 95024.900135995369 -3892.6528370863061 133529.01834042199 18866.69818777424 -8947.1302094142866 -9380.7961495296204 16086.757601936259 -79173.275692101233 77027.114162787286 8708.9222489664571 -30724.373088145101 -131997.11212232077 -29660.832902311995 16843.023011897163 14003.299482052224 102779.58321159931 343584.46035610465 2626.6038712310328 -93734.203591544356 26530.652605309042 -68654.444177382669 26265.419140650236
leaf_weight=1131 3783340 11265 5708 2104 8207 651 156 29 135 98229 76 5840 52412 32414 15771 815 1545 1355 1347 347 3075 832 25745 242 86 9926 611 5123 3352 1935
leaf_count=1131 3783340 11265 5708 2104 8207 651 156 29 135 98229 76 5840 52412 32414 15771 815 1545 1355 1347 347 3075 832 25745 242 86 9926 611 5123 3352 1935
internal_value=0 -1275.98 8383.17 -2699.44 6737.72 39644.9 -14527.7 81862.2 -46535.1 -2319.92 232572 -2104.38 -2584.35 -513.799 1190.49 16421.3 21524.1 -24297.5 -10278.4 -51469.1 -799.289 5167.25 7405.33 58995.1 165917 6123.65 -3560.87 -851.589 -10072.6 -33914.5
internal_weight=0 290464 28331 17066 11358 3151 1047 261 786 262133 105 261002 255162 201056 168642 19486 17316 2170 54106 1694 149156 50927 47852 1160 328 46692 20947 20336 15213 5287
internal_count=4073804 290464 28331 17066 11358 3151 1047 261 786 262133 105 261002 255162 201056 168642 19486 17316 2170 54106 1694 149156 50927 47852 1160 328 46692 20947 20336 15213 5287
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=6 5 1 5 3 2 5 4 2 4 1 1 1 0 0 3 7 3 0 1 0 4 0 3 4 1 0 1 3 0
split_gain=4.80089e+13 1.36957e+14 2.06645e+14 2.3372e+14 1.83175e+14 1.96703e+14 1.65585e+14 1.42291e+14 1.27388e+14 3.40156e+14 1.49996e+14 1.65071e+14 2.66096e+14 1.60659e+14 3.01917e+14 2.0851e+14 1.82827e+14 1.594e+14 1.54306e+14 1.72033e+14 1.50713e+14 1.46916e+14 1.41564e+14 1.39609e+14 1.28759e+14 1.56853e+14 1.28475e+14 1.16781e+14 1.88496e+14 2.57812e+14
threshold=168.45000000000002 3.5000000000000004 30.509101000000005 2.5000000000000004 22.500000000000004 9907.0000000000018 2.5000000000000004 1.5000000000000002 75.000000000000014 6.5000000000000009 39.008519500000006 39.689978950000004 39.763755750000009 43.051287600000009 54.988402950000008 4.5000000000000009 6.0000000000000009 8.5000000000000018 47.234875100000004 39.749243900000003 55.014210500000011 9.5000000000000018 42.965693300000005 14.500000000000002 19.500000000000004 82.93515810000001 44.601833250000006 30.389265100000003 1.5000000000000002 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 9 -9 26 17 18 21 -15 -16 20 -12 19 -13 -17 22 -14 -22 25 -25 -10 -28 29 -29
right_child=1 7 3 4 -6 -7 -8 8 10 -11 11 12 13 14 15 16 -18 -19 -20 -21 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-17.043712367779598 -190215.25218186938 -162514.16428819447 24381.463080849848 -17444.17688744668 -224592.08124694825 -197008.4775177002 -12329.402209595959 91917.726778017241 -128458.81000181686 -417029.1102864584 -128358.34683011906 106958.53676559178 -111371.94023437501 -37657.415961789346 44745.057373809337 -194346.85450032551 96606.16141545854 25027.939089912281 -94724.936510416679 353489.61130514706 -27781.845005059244 178733.26209375 88861.161017400576 210502.89989983977 -32966.798737157536 -77334.426250000004 6217.2358680212456 292826.46904687502 50938.899921910575 -35861.141785714288
leaf_weight=4063787 111 45 1466 1304 48 64 99 29 43 24 167 169 52 1292 1605 48 149 114 30 34 1024 100 110 78 73 25 506 75 1098 35
leaf_count=4063787 111 45 1466 1304 48 64 99 29 43 24 167 169 52 1292 1605 48 149 114 30 34 1024 100 110 78 73 25 506 75 1098 35
internal_value=0 6914.45 -10584.6 -3606.16 -32582 -25844.8 -106355 14727.7 15887 -138549 17085.9 8360.1 12730.9 7400.24 2761.71 20157.3 -8091.38 -66130.5 116965 148249 -20591.3 83422.6 24588.8 -13641.1 68632.3 140639 42265.2 46548.2 63441.9 188244
internal_weight=0 10017 3092 2882 1416 1368 210 6925 6880 53 6827 5070 4789 4556 4294 3002 1397 281 233 203 1248 262 162 1200 176 103 1757 1714 1208 110
internal_count=4073804 10017 3092 2882 1416 1368 210 6925 6880 53 6827 5070 4789 4556 4294 3002 1397 281 233 203 1248 262 162 1200 176 103 1757 1714 1208 110
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 0 1 0 0 0 1 0 1 0 4 1 1 0 4 5 1 4 4 0 0 4 5 4 6 1
split_gain=5.06412e+13 1.33039e+14 1.06653e+15 6.70919e+14 4.66725e+14 5.88221e+14 4.59931e+14 7.18704e+14 4.34758e+14 3.8034e+14 4.26601e+14 4.7193e+14 3.80159e+14 3.24069e+14 2.97734e+14 2.86072e+14 2.70874e+14 2.61219e+14 2.48244e+14 2.76323e+14 2.88921e+14 2.42949e+14 5.4233e+14 2.92257e+14 2.50506e+14 2.36064e+14 2.4954e+14 2.5362e+14 2.55192e+14 2.34961e+14
threshold=100.05000000000001 56.850115550000005 56.818587550000011 57.14107305000001 56.385857200000011 56.309668500000008 43.997056950000008 56.342669500000007 56.067362750000008 57.174562350000009 39.908802000000009 57.719618750000002 39.843340650000009 56.128722100000005 26.500000000000004 65.64204770000002 65.493200550000012 58.08467765000001 15.500000000000002 3.5000000000000004 43.80299105000001 17.500000000000004 18.500000000000004 59.882709350000006 60.064438250000002 21.500000000000004 1.5000000000000002 9.5000000000000018 142.05000000000004 60.636764050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 18 -8 -2 15 12 -12 17 -10 -6 16 -5 -11 -7 20 -20 -19 23 -23 -24 26 27 28 -15 -4
right_child=1 3 29 9 14 6 7 -9 13 10 11 -13 -14 25 -16 -17 -18 21 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=60.767043135428395 -731.1893742343359 -44465.639994444413 72474.773044608199 -92530.616879251713 -51178.084429995222 -7663.7327320135628 128841.90445567282 -316223.10921052634 -114634.57513378513 -85491.17798005353 -98106.127417092459 -13334.695941243097 60604.388386910869 -527727.55975000001 43185.825099969166 -156178.68165838069 47172.189289518858 5716.352097168603 -26524.836291787793 -29346.370659022181 282087.36084648059 37625.516082031252 -5473.5461203761724 -151964.02368725307 -242929.98590277779 -174414.85816734994 -10574.674389436022 131838.383515625 -127633.91801091976 -12564.32939764794
leaf_weight=3956282 79818 4292 2391 147 2784 1038 803 38 496 381 974 2016 976 25 380 77 2485 11553 43 93 103 100 3491 435 45 101 1997 20 44 376
leaf_count=3956282 79818 4292 2391 147 2784 1038 803 38 496 381 974 2016 976 25 380 77 2485 11553 43 93 103 100 3491 435 45 101 1997 20 44 376
internal_value=0 -2045.67 -209.376 -8210.46 -2136.2 -726.23 51309.6 108732 -2062.12 -1349.47 -6118.93 -40949.2 13.9546 -41656.6 -39844.9 33811.4 39369.6 -3680.91 13492.8 105377 191195 -1685.92 -22692.7 -116527 -8495.47 -25105.6 -17876.3 -181711 -272595 60919
internal_weight=0 117522 90550 26972 87783 84619 2118 841 82501 22680 19971 2990 16981 2683 3164 2709 2632 16005 1277 239 146 15624 4071 535 3536 2187 2086 89 69 2767
internal_count=4073804 117522 90550 26972 87783 84619 2118 841 82501 22680 19971 2990 16981 2683 3164 2709 2632 16005 1277 239 146 15624 4071 535 3536 2187 2086 89 69 2767
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=0 0 2 0 4 1 4 2 7 0 1 0 1 1 1 0 0 1 4 4 4 4 5 6 0 1 1 1 0 0
split_gain=4.71811e+13 2.19115e+14 8.43202e+14 4.46819e+14 9.57143e+14 3.36534e+14 4.93028e+14 3.82934e+14 3.54071e+14 3.28213e+14 3.18338e+14 3.09958e+14 2.80091e+14 5.08301e+14 3.96648e+14 3.00665e+14 2.69805e+14 2.63201e+14 2.18648e+14 2.15278e+14 4.77033e+14 6.60501e+14 5.36386e+14 4.82304e+14 3.63814e+14 5.75429e+14 5.88405e+14 3.80661e+14 5.11597e+14 6.68882e+14
threshold=55.539595350000006 55.193450100000007 2865.5000000000005 55.214863500000007 10.500000000000002 37.401708450000008 19.500000000000004 75.000000000000014 6.0000000000000009 55.303261650000003 37.534144550000008 55.418618900000006 37.897576350000001 37.618684050000006 37.924401400000008 55.462387050000011 55.462387050000011 60.307188350000011 19.500000000000004 8.5000000000000018 9.5000000000000018 11.500000000000002 1.5000000000000002 110.01500000000001 55.82518790000001 36.865631950000008 37.600779750000008 37.631035900000008 55.768246800000007 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 16 -4 13 15 -14 -10 -7 -13 -12 24 22 23 -21 -22 25 -2 -27 28 29 -28
right_child=19 2 11 5 -6 7 -8 8 12 -11 18 17 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-69.320465064702816 -35254.098094278466 -27016.7137339125 -13352.210035025608 13167.031046963513 196643.69027583802 -106511.71039457776 132079.273055261 -28153.160662271013 -72711.012908819655 5297.7351497522041 -40523.290561128677 -61970.818850502983 265833.44580965908 -59933.469644595381 13994.287260903859 135.5713204517302 331.39146771653981 -10725.837567260947 -131600.90235815893 2003.7828867551707 7663.851581029744 -394.10728036045793 -7021.0889647719787 -26522.667827322166 776.15157879614935 24659.043578685149 -8362.1276563040828 6161.5515079680026 45857.05798681562 -128225.29337136948
leaf_weight=2058720 3096 411 35662 10211 358 252 361 3101 632 54203 2548 2575 66 2638 1193 5474 3806 1641 294 100505 149409 867000 191026 4244 470233 18514 1106 83103 618 804
leaf_count=2058720 3096 411 35662 10211 358 252 361 3101 632 54203 2548 2575 66 2638 1193 5474 3806 1641 294 100505 149409 867000 191026 4244 470233 18514 1106 83103 618 804
internal_value=0 -316.544 -4374.43 1223.58 77106.1 535.276 17227.5 -1842.81 457.228 3487.54 -24278.8 -16383.5 -16902.5 -23252 27196.3 -7404.4 -6303.52 -42024.7 -49945.1 365.875 -342.197 676.817 -3909.77 6719.6 1974.82 7230.74 8493.72 4998.67 -33228.6 -58817.6
internal_weight=0 2.18415e+06 125426 85548 769 84779 10572 74207 67307 57304 6900 39878 10003 8744 1259 6106 4058 4216 2842 1.88966e+06 1.31218e+06 1.02065e+06 291531 153653 577474 107241 104145 85631 2528 1910
internal_count=4073804 2184146 125426 85548 769 84779 10572 74207 67307 57304 6900 39878 10003 8744 1259 6106 4058 4216 2842 1889658 1312184 1020653 291531 153653 577474 107241 104145 85631 2528 1910
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=3 1 4 4 1 6 0 1 6 1 0 1 7 1 0 0 6 3 4 4 1 6 1 6 6 6 3 0 6 6
split_gain=4.77725e+13 1.70749e+14 4.44946e+14 3.02098e+14 6.51516e+14 1.95737e+14 1.74813e+14 5.52378e+14 3.47345e+14 2.72281e+14 2.66604e+14 4.23437e+14 3.56464e+14 6.23782e+14 2.4443e+14 4.93625e+14 5.51732e+14 3.46891e+14 2.35595e+14 2.32964e+14 1.94396e+14 2.9965e+14 2.27139e+14 1.91944e+14 1.90473e+14 1.89594e+14 1.88778e+14 1.82678e+14 1.71049e+14 1.85625e+14
threshold=10.500000000000002 30.362494150000003 10.500000000000002 13.500000000000002 30.323041000000003 42.405000000000008 45.055912800000009 39.038055050000004 110.01500000000001 39.029038350000008 44.046956350000009 40.024897700000004 6.0000000000000009 39.939672500000007 45.00849250000001 45.015054600000006 130.05000000000004 16.500000000000004 20.500000000000004 10.500000000000002 37.318079750000003 108.05000000000001 37.780517050000007 94.02500000000002 51.405000000000008 64.405000000000015 11.500000000000002 45.053967500000006 62.995000000000012 45.995000000000012
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 4 -4 -5 7 9 10 20 11 12 19 24 -10 16 17 -16 -12 -9 21 -3 23 -22 -14 -11 28 -27 29 -21
right_child=1 6 3 5 -6 -7 -8 8 14 25 18 -13 13 -15 15 -17 -18 -19 -20 26 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-147.50460577494974 -443434.70482954546 43822.291795793877 8543.7042103118711 -4102.9977957860647 84235.634035195952 8972.5565243527526 -262.97436463616697 -295602.80587954109 -101774.04796879718 26640.818072338334 -2035.7773893614976 -24229.417414095435 33038.116839006696 573541.2495370371 139272.10631250002 -67341.83064731567 -121088.97487399195 651762.45111607155 -27660.542404689502 10746.625508493824 -4181.9618307390419 308915.69680555555 14567.828175436625 -107306.50207913306 142119.65458371953 102133.02674887521 38948.557261537586 -613.31396398334255 54713.529288490376 -117317.80312990326
leaf_weight=3436249 22 813 4578 19205 1513 28347 528198 23 621 3044 13716 1659 350 27 25 242 31 28 4859 215 6092 45 19984 186 295 728 2045 227 198 239
leaf_count=3436249 22 813 4578 19205 1513 28347 528198 23 621 3044 13716 1659 350 27 25 242 31 28 4859 215 6092 45 19984 186 295 728 2045 227 198 239
internal_value=0 795.01 6193.11 6377.51 27345.5 3691.68 298.874 5627.6 -5579.82 14477.5 -3199.52 17171.5 37420.4 102640 -64964.1 5155.43 214017 410022 -8738.91 21307.3 10885.6 57725.8 9355.26 -7237.26 82928.1 38836.8 24009.9 77710.6 -22845.3 -56670.6
internal_weight=0 637555 53665 53643 6091 47552 583890 55692 24573 31119 23626 5051 3392 672 947 326 84 53 18575 2720 27120 858 26262 6278 645 3999 2697 955 652 454
internal_count=4073804 637555 53665 53643 6091 47552 583890 55692 24573 31119 23626 5051 3392 672 947 326 84 53 18575 2720 27120 858 26262 6278 645 3999 2697 955 652 454
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 0 0 0 6 0 3 4 7 4 7 2 4 4 0 6 6 6 0 0 2 7 1 1 6 1
split_gain=5.08277e+13 2.20907e+14 2.69243e+14 6.23895e+14 5.00606e+14 4.46548e+14 7.8452e+14 6.41644e+14 5.19983e+14 4.4565e+14 3.97949e+14 3.94315e+14 3.77682e+14 3.17776e+14 5.53533e+14 4.54251e+14 3.09682e+14 2.94388e+14 3.6881e+14 2.65977e+14 3.42514e+14 3.20859e+14 3.60321e+14 6.77321e+14 2.64955e+14 2.95887e+14 2.86948e+14 2.62317e+14 2.54037e+14 2.41505e+14
threshold=37.131181300000009 5.5000000000000009 30.438492500000006 59.933037250000005 59.898927250000007 55.696737300000009 55.728148450000006 55.633951400000008 102.04000000000001 60.034792100000011 4.5000000000000009 25.500000000000004 6.0000000000000009 8.5000000000000018 6.0000000000000009 3338.0000000000005 26.500000000000004 13.500000000000002 59.990753350000013 36.005000000000003 64.015000000000015 114.05000000000001 59.990753350000013 60.034792100000011 3338.0000000000005 6.0000000000000009 30.472130500000002 20.507515800000004 82.00500000000001 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 7 8 -4 -7 13 -3 24 -9 14 -5 -16 -13 18 -15 -1 -21 27 -23 -24 25 -6 -27 -22 -8 -25
right_child=-2 2 3 9 11 6 28 12 -10 -11 -12 16 -14 17 15 -17 -18 -19 -20 20 21 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=-6806.9115484669928 134.19373121213408 -5866.8271868479806 -181.37886000763956 -12561.212415486094 6836.9936379999554 -68613.219925390164 -7929.6915034133672 -27477.034397102125 -318904.26583806821 -5288.0514102306461 2290.1061783846822 78030.814438536108 109508.98982426488 -25812.92950383485 -403349.87854477618 -123149.82022018434 -9999.0475034839055 -39350.225162060968 31438.812602656184 9217.994746566912 32857.861483457375 5644.3803504552525 147109.31234517047 -149999.20329713981 23683.34498277786 -20675.015040477567 -128637.38808488744 -11048.872824914935 -38563.853751227216 31076.076634621131
leaf_weight=22544 3559983 87734 36647 509 8008 1462 35564 264 88 12129 187916 1476 847 3915 67 424 548 8095 1579 65430 1450 2593 550 118 6270 2093 279 22096 2930 196
leaf_count=22544 3559983 87734 36647 509 8008 1462 35564 264 88 12129 187916 1476 847 3915 67 424 548 8095 1579 65430 1450 2593 550 118 6270 2093 279 22096 2930 196
internal_value=0 -929.755 -2043.03 -5929.49 -2184.48 -5713.56 -13070.1 2088.38 -82823.3 -19452.4 -306.086 12518.8 76957.9 -31228.3 -85633.6 -161385 54196.6 -27224.7 -9358.52 2932.09 5307.39 -4168.24 24280.3 80209.6 7452.41 -2351.83 -33373.8 -8345.03 -10261.4 -36971.3
internal_weight=0 513821 398844 123194 96476 77802 40044 37758 1550 26718 275650 18674 1111 14589 1000 491 2024 13589 5494 114977 92433 27003 3457 864 16650 10380 2372 23546 38494 314
internal_count=4073804 513821 398844 123194 96476 77802 40044 37758 1550 26718 275650 18674 1111 14589 1000 491 2024 13589 5494 114977 92433 27003 3457 864 16650 10380 2372 23546 38494 314
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=6 6 5 4 0 2 0 6 4 0 6 1 2 0 0 4 7 1 4 4 7 3 0 1 1 1 4 6 5 5
split_gain=4.81406e+13 2.44749e+14 2.19181e+14 6.4464e+14 3.41611e+14 3.19225e+14 3.1194e+14 2.41736e+14 4.43334e+14 2.49928e+14 2.03073e+14 1.913e+14 4.92021e+14 4.16609e+14 4.07539e+14 4.90156e+14 4.05065e+14 4.07265e+14 3.91148e+14 3.50212e+14 3.11388e+14 2.81176e+14 2.63604e+14 4.43555e+14 3.97454e+14 4.37243e+14 4.12783e+14 3.01448e+14 7.85038e+14 6.21283e+14
threshold=54.990000000000002 50.010000000000012 1.5000000000000002 9.5000000000000018 59.933037250000005 75.000000000000014 59.963561900000009 51.405000000000008 21.500000000000004 55.633951400000008 63.705000000000005 65.593879100000024 3062.5000000000005 59.933037250000005 43.687280500000007 20.500000000000004 6.0000000000000009 83.00362155000002 14.500000000000002 3.5000000000000004 6.0000000000000009 7.5000000000000009 59.950512650000007 30.345769800000003 30.323041000000003 30.315889700000003 11.500000000000002 55.015000000000008 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 7 -6 -5 9 -9 11 12 13 14 15 19 17 18 21 -2 -21 -13 24 27 25 26 -15 29 -29 -24
right_child=10 2 -4 5 6 -7 -8 8 -10 -11 -12 16 -14 22 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=80.17770675145259 50022.446862319222 21447.097800549538 -4080.6206104851917 -7892.234795325694 175540.95330636163 -7461.0682096039282 41667.861544985564 -36368.110457076153 -3002.7435582402927 146290.72028043107 -480.28853792327754 -8547.6520523724266 7799.6346220134819 -74637.521803001786 2310.5656386827577 125224.84854015816 4339.4526593181463 2512.9913294697635 12376.017536606661 -50322.314303279396 36944.022230128241 -24481.860554079729 -293491.87238260906 -25051.354605625333 27947.525023650305 -122005.9995839749 -5113.7727437555477 106802.05053977566 2071.8425598876051 -22600.677794575924
leaf_weight=2143200 464 8394 247758 792 280 22040 460 87 536 539 997634 41471 141501 1364 288003 205 83530 43384 6925 3958 456 15109 96 8025 927 619 2284 760 12286 717
leaf_count=2143200 464 8394 247758 792 280 22040 460 87 536 539 997634 41471 141501 1364 288003 205 83530 43384 6925 3958 456 15109 96 8025 927 619 2284 760 12286 717
internal_value=0 -283.587 -3059.16 4580.12 27189.1 -4026.65 92322.5 34711.6 63749.7 120905 416.701 1789.02 2889.03 718.724 1815.17 -26253.7 -877.928 -4955.13 -10057 -32619.7 -41307 -12802.7 -11149 -6342.2 -31401.6 -44295.1 -31108.9 4491.26 8172.94 -54587.8
internal_weight=0 2.42409e+06 280886 33128 9134 23994 740 1954 1162 626 1.64972e+06 652084 461665 320164 293086 5083 190419 106889 63505 4878 4414 56580 27078 21884 5194 4267 3648 13859 13046 813
internal_count=4073804 2424086 280886 33128 9134 23994 740 1954 1162 626 1649718 652084 461665 320164 293086 5083 190419 106889 63505 4878 4414 56580 27078 21884 5194 4267 3648 13859 13046 813
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=0 1 0 7 6 6 1 0 0 6 1 0 4 6 2 4 7 0 4 0 7 5 4 6 4 7 4 4 6 0
split_gain=4.70309e+13 4.04803e+14 3.95035e+14 3.88388e+14 3.06983e+14 2.10565e+14 2.07059e+14 4.32142e+14 8.10914e+14 4.69132e+14 2.15321e+14 6.37067e+14 6.81242e+14 5.68189e+14 4.32825e+14 3.28637e+14 4.87321e+14 6.8154e+14 3.98924e+14 3.20107e+14 7.22364e+14 3.29359e+14 2.42794e+14 2.37722e+14 2.34469e+14 3.29523e+14 2.0701e+14 2.57798e+14 2.96566e+14 2.55004e+14
threshold=54.947759400000002 20.507515800000004 54.94428030000001 6.0000000000000009 95.045000000000016 62.995000000000012 30.084656550000002 59.764576050000009 59.838047850000002 81.02500000000002 30.157841000000001 59.848366150000011 13.500000000000002 104.01000000000001 3338.0000000000005 9.5000000000000018 6.0000000000000009 59.764576050000009 11.500000000000002 59.864072000000007 6.0000000000000009 2.5000000000000004 4.5000000000000009 59.505000000000003 7.5000000000000009 6.0000000000000009 12.500000000000002 14.500000000000002 88.00500000000001 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 7 9 -9 -3 11 12 14 19 15 24 -17 23 -19 20 21 -13 -21 -18 25 -8 29 -28 -29 -10
right_child=1 6 3 -5 -6 -7 10 8 26 -11 -12 13 -14 -15 -16 16 17 18 -20 22 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-20.963321412899795 62271.258302742455 -21438.328882912596 -11136.185243947553 -2866.140091612971 -138678.70875603866 -32567.552856627197 -17677.438259580689 88943.232049740254 -31777.944257732248 -120832.24855764036 235.62468347998711 75658.674439815688 -69702.897443520691 175219.65226024683 56421.92986681257 -10800.481078803448 184320.37656250002 122588.05891838553 -12303.260580783421 68494.630176658407 15107.011490245286 194040.8551274671 -26372.732538242028 635719.97500000009 -44424.539002372534 91112.868940422763 88692.824747474166 15044.39697301231 -104745.64684895833 2128.0476622932265
leaf_weight=1350426 1052 7719 18694 69502 207 6074 1332 985 4046 506 2590331 1340 1400 276 1400 1556 20 478 405 334 3334 285 1403 28 2219 352 428 2537 225 4910
leaf_count=1350426 1052 7719 18694 69502 207 6074 1332 985 4046 506 2590331 1340 1400 276 1400 1556 20 478 405 334 3334 285 1403 28 2219 352 428 2537 225 4910
internal_value=0 251.897 -458.31 -6709.61 -17405.5 -16391.9 227.069 -9579.46 1678.82 -27553 307.418 11814 -5478.86 34608.1 6063.33 -4969.86 23440 80666.9 60718.3 28812.3 41752.6 96421.1 -8131.11 447637 -23072.7 5062.58 -5398.03 16476.6 5285.98 -13189.5
internal_weight=0 2.6289e+06 1.4449e+06 94477 24975 24768 2.62785e+06 21356 13131 8225 2.60649e+06 16162 9190 6972 7790 6390 2487 931 883 6696 4959 1625 1737 48 3903 1684 12146 3190 2762 8956
internal_count=4073804 2628901 1444903 94477 24975 24768 2627849 21356 13131 8225 2606493 16162 9190 6972 7790 6390 2487 931 883 6696 4959 1625 1737 48 3903 1684 12146 3190 2762 8956
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=2 4 4 5 3 4 0 1 2 6 1 4 4 4 0 6 4 1 0 6 6 6 0 0 5 0 6 6 6 6
split_gain=4.59165e+13 7.61253e+13 1.3429e+14 6.12536e+13 4.57968e+13 1.09773e+14 1.83564e+14 3.28995e+14 1.70508e+14 1.59465e+14 2.04243e+14 1.44673e+14 9.35229e+13 1.16466e+14 6.14847e+14 9.07385e+13 1.16543e+14 1.39427e+14 1.07477e+14 1.31252e+14 1.13312e+14 8.27313e+13 7.91791e+13 1.06109e+14 1.03236e+14 1.41225e+14 1.29772e+14 7.60717e+13 8.85228e+13 7.78585e+13
threshold=14624.000000000002 9.5000000000000018 5.5000000000000009 2.5000000000000004 25.500000000000004 32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 54.410000000000004 37.374856000000008 34.500000000000007 38.500000000000007 37.500000000000007 55.834019500000004 156.15000000000003 33.500000000000007 37.858952300000006 55.667390500000003 75.605000000000004 72.50500000000001 72.020000000000024 55.768246800000007 55.737027400000009 2.5000000000000004 55.801384500000005 71.715000000000018 77.010000000000005 76.00500000000001 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=4 2 -2 -4 5 -1 7 -7 -9 12 11 -11 13 -8 -15 16 17 18 -12 20 -20 -10 23 -18 25 26 -24 28 -21 -29
right_child=1 -3 3 -5 -6 6 9 8 21 10 15 -13 -14 14 -16 -17 22 -19 19 27 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=9.9603528807733355 9549.3343949589416 -128267.06180555555 85977.517881944455 249494.1019097222 7038.3859621824786 -13491.550074238066 -465.66019653343403 136840.97031765676 -47627.036912069518 142047.26481267757 -180284.55040409486 -57397.382256610581 -55740.982860351563 -176458.0888671875 309136.01548954134 -146602.1513671875 -852.2343087507852 2955.0950871730047 -45554.772324219521 1189.4085937500001 -112182.01200732592 79549.496808374708 -64229.362486979167 97366.627832031256 16775.451068008155 -25952.168480682376 -300405.59128289478 -22102.569188520953 243340.03437500002 148842.51060267858
leaf_weight=4051353 274 27 63 36 9215 809 5288 303 98 121 58 52 300 45 62 64 398 734 2186 36 289 107 60 152 456 576 38 550 26 28
leaf_count=4051353 274 27 63 36 9215 809 5288 303 98 121 58 52 300 45 62 64 398 734 2186 36 289 107 60 152 456 576 38 550 26 28
internal_value=0 33879.2 45616.3 145438 -3.32687 -19.293 -9252.36 26114.3 89187.3 -13295.9 -24930.8 82098.6 -1397.52 1624.36 104914 -28207.4 -26851.2 -36322 -45407.8 -42896.5 -53334.7 18752.9 -4825.88 26291.9 -19971.7 -44833.3 -155808 -2529.94 102736 -13821.5
internal_weight=0 400 373 99 4.0734e+06 4.06419e+06 12836 1317 508 11519 5824 173 5695 5395 107 5651 5587 3907 3173 3115 2475 205 1680 550 1130 674 98 640 62 578
internal_count=4073804 400 373 99 4073404 4064189 12836 1317 508 11519 5824 173 5695 5395 107 5651 5587 3907 3173 3115 2475 205 1680 550 1130 674 98 640 62 578
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=6 5 1 5 2 3 4 6 4 2 2 4 1 0 0 0 3 1 1 4 0 0 1 3 0 3 5 5 0 6
split_gain=4.64144e+13 1.03458e+14 1.66456e+14 1.91857e+14 1.47122e+14 1.54733e+14 1.46927e+14 1.64483e+14 1.15261e+14 1.08732e+14 1.03531e+14 2.73666e+14 1.22024e+14 1.25741e+14 1.79426e+14 1.53848e+14 1.43324e+14 1.32316e+14 1.22683e+14 1.22161e+14 1.14667e+14 1.07182e+14 1.16027e+14 1.23175e+14 2.37047e+14 1.50567e+14 1.28867e+14 1.04299e+14 1.03599e+14 2.46635e+14
threshold=168.45000000000002 3.5000000000000004 30.509101000000005 2.5000000000000004 9907.0000000000018 22.500000000000004 5.5000000000000009 247.90000000000001 1.5000000000000002 9651.0000000000018 75.000000000000014 6.5000000000000009 38.97264950000001 43.051287600000009 43.550475500000012 43.6005307 8.5000000000000018 39.749243900000003 44.064675150000006 9.5000000000000018 42.965693300000005 44.601833250000006 30.438492500000006 1.5000000000000002 56.324067350000007 2.5000000000000004 4.5000000000000009 4.5000000000000009 54.988402950000008 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 -8 -3 -5 11 -10 21 19 16 17 18 -16 -15 20 -14 -12 -23 24 26 -25 -24 -21 29 -17
right_child=1 8 3 4 -6 -7 7 -9 10 -11 12 -13 13 14 15 28 -18 -19 -20 27 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-16.758283144067217 21436.782451714411 -145932.32625868055 23210.160493954274 -23573.873004298388 -176551.41248016359 -197715.35186360677 -293041.32523584907 -68574.587595358462 82125.84400592673 81196.954578993056 -115617.10201671513 -374377.0969075521 -100104.23272235578 26489.718302083336 15967.767637310606 -61646.580100223626 -255241.44105113638 297058.64334214153 -222097.98148148149 242772.86258820567 80105.554969815348 7298.501836944637 389630.70047075325 -41982.796553634755 -68322.763229166667 70673.54807947333 123275.7895680147 32369.870662006579 17264.824468589399 15727.382845111322
leaf_weight=4063787 72 45 1466 1196 64 48 53 85 29 108 43 24 52 75 33 659 44 34 27 62 110 543 39 141 30 748 34 38 3016 1099
leaf_count=4063787 72 45 1466 1196 64 48 53 85 29 108 43 24 52 75 33 659 44 34 27 62 110 543 39 141 30 748 34 38 3016 1099
internal_value=0 6798.65 -8410.48 -2147.33 -28400.2 -21387.1 -94364.7 -154783 13589.5 -14896.5 14632.9 -124592 15713.7 8383.42 4835.85 8129.92 -104387 158611 -39312.9 75909 22260.4 40097 44459 64799.9 168323 52805.7 265575 162820 6018.02 -13276.9
internal_weight=0 10017 3092 2882 1416 1352 210 138 6925 1304 6880 53 6827 5249 4987 4841 146 67 102 262 162 1578 1535 992 103 889 73 100 4774 1758
internal_count=4073804 10017 3092 2882 1416 1352 210 138 6925 1304 6880 53 6827 5249 4987 4841 146 67 102 262 162 1578 1535 992 103 889 73 100 4774 1758
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=6 5 6 2 4 0 0 6 4 0 1 2 4 0 5 4 1 5 6 6 4 4 1 6 2 2 6 2 1 0
split_gain=4.3538e+13 1.25476e+14 7.29163e+13 8.24091e+13 5.54092e+13 5.44143e+13 6.02514e+13 5.29222e+13 2.42794e+14 2.17141e+14 2.93661e+14 2.50705e+14 2.3502e+14 2.55904e+14 1.9639e+14 1.79324e+14 1.73445e+14 1.45216e+14 1.44874e+14 1.35837e+14 1.87487e+14 1.23183e+14 1.20111e+14 1.42763e+14 2.16309e+14 1.57377e+14 1.23324e+14 1.21654e+14 1.18481e+14 1.95876e+14
threshold=19.050000000000004 1.5000000000000002 15.450000000000001 75.000000000000014 18.500000000000004 45.047736150000013 45.036141150000006 33.57500000000001 4.5000000000000009 55.039488700000007 43.80299105000001 2865.5000000000005 13.500000000000002 55.030407050000001 1.5000000000000002 17.500000000000004 38.066230450000006 2.5000000000000004 32.005000000000003 36.005000000000003 8.5000000000000018 9.5000000000000018 37.343102500000008 33.585000000000008 6240.0000000000009 2970.5000000000005 34.010000000000012 7029.0000000000009 83.025426800000005 55.034466500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 12 11 17 16 -14 18 -15 -10 -11 -12 20 -9 -13 27 -24 25 -25 -27 -22 -26 -30
right_child=7 2 -4 4 -6 -7 -8 19 9 10 14 21 13 15 -16 -17 -18 -19 -20 -21 22 -23 23 24 28 26 -28 -29 29 -31
leaf_value=-8425.5275755765906 -4875.5101987526641 89494.37895964479 -59318.434625720307 26828.714356797278 80984.900461647732 3039.0139832446212 150505.35440848215 -6746.8043075043606 -12841.045084700943 1912.7244088809239 6027.0891107366642 -22289.15664332702 -7777.6936479592596 -86800.683611678542 -23500.89491388516 -6794.8937115438621 1640.7943191293507 -74858.943469337115 14540.264364972694 68.417508064684256 -4359.2392188614458 846.23313009149115 -7679.1847628465903 2797.1123832394983 15271.207549184506 3763.4725035444353 -8120.8927120747758 -29432.133947762872 7230.8519103167991 -40956.317044590287
leaf_weight=16570 59979 139 141 634 110 2931 42 69474 8845 98743 93224 6937 21836 719 2032 459 127252 247 25446 3339806 36662 3444 18611 72470 15903 12099 31373 2043 4600 1033
leaf_count=16570 59979 139 141 634 110 2931 42 69474 8845 98743 93224 6937 21836 719 2032 459 127252 247 25446 3339806 36662 3444 18611 72470 15903 12099 31373 2043 4600 1033
internal_value=0 -4589.34 11314 13896.8 11069.8 8937.62 34512.8 23.2873 1046.85 1959.57 3923.88 170.727 -880.812 -10226.9 7324.71 -55627 699.614 1721.16 7852.54 -104.275 -2286.76 -14613.8 -696.065 540.454 1653.18 -56.3711 -4813.27 -5682.68 10856.8 -1605.89
internal_weight=0 20567 3997 3856 3717 3607 676 4.05324e+06 449163 389184 230073 109371 159111 23014 120702 1178 136097 98990 118670 3.60407e+06 264268 10381 194794 156089 137478 115942 43472 38705 21536 5633
internal_count=4073804 20567 3997 3856 3717 3607 676 4053237 449163 389184 230073 109371 159111 23014 120702 1178 136097 98990 118670 3604074 264268 10381 194794 156089 137478 115942 43472 38705 21536 5633
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=2 6 5 6 0 4 0 1 1 6 0 0 0 0 4 1 0 1 5 1 6 1 4 1 4 0 1 1 1 0
split_gain=4.58824e+13 2.57595e+14 4.09605e+14 4.26918e+14 4.73412e+14 3.91118e+14 3.47543e+14 6.0564e+14 6.28635e+14 1.09893e+15 6.28666e+14 5.0015e+14 5.55806e+14 3.99878e+14 3.94341e+14 3.61888e+14 3.55556e+14 6.50071e+14 3.42147e+14 3.36048e+14 4.76754e+14 6.77684e+14 3.33868e+14 4.19342e+14 3.31068e+14 3.12716e+14 4.24967e+14 3.17932e+14 3.04606e+14 7.77821e+14
threshold=75.000000000000014 86.030000000000015 2.5000000000000004 73.41500000000002 55.649510000000014 26.500000000000004 55.633951400000008 37.374856000000008 37.682335600000009 69.605000000000004 55.676890650000011 55.81943720000001 55.743464250000009 55.876067900000002 25.500000000000004 37.290808600000013 55.749683450000006 37.503969450000007 2.5000000000000004 37.475446350000006 70.00500000000001 37.425454150000007 32.500000000000007 37.768783500000005 23.500000000000004 55.783232450000007 37.618684050000006 37.586700500000006 37.425454150000007 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 15 9 -9 -10 12 -12 -13 -14 -8 28 -18 -3 20 -4 -22 -7 -24 -23 27 -27 -19 29 -11
right_child=-2 18 5 4 -6 22 7 8 10 16 11 13 14 -15 -16 -17 17 25 -20 -21 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-591.65368784545672 92.988939075036583 -55470.099498684416 40317.205876309068 -32714.308911725235 56101.250687122869 60261.928522023642 -11709.48259757139 -28256.116348137435 -78380.17292269913 -42964.358176004287 -33004.137533578942 -103197.03010228563 14085.233908288455 5304.7188406517998 227317.84962363943 -97499.647381111179 55360.552573939727 1730.1595279152089 15061.902447018043 16884.526611810052 6829.7665035858417 -56797.395396102351 12710.565903856575 -150088.42804558724 -179317.8811182229 -18430.545729318826 54968.54996461665 -91220.997935967796 54216.703119367594 198869.54849759617
leaf_weight=220754 3783340 723 1195 783 2570 1427 748 9793 2348 902 4767 1156 3399 481 89 1435 1827 634 14113 6991 2324 1930 1211 182 249 2963 1075 877 3362 156
leaf_count=220754 3783340 723 1195 783 2570 1427 748 9793 2348 902 4767 1156 3399 481 89 1435 1827 634 14113 6991 2324 1930 1211 182 249 2963 1075 877 3362 156
internal_value=0 -1211.2 -1902.1 -53.7467 35360.8 -9942.11 -12038.7 -17053.2 -13758.9 -3494.58 -31863.1 -20821.7 -10808.4 -71315.9 19526.1 -68103.8 17062.4 3622.74 11624.7 2192.61 -15833.2 -30734.3 26266 -8559.65 -70798.1 -13411.9 1109.83 -52219.7 39490.1 -7306.43
internal_weight=0 290464 275628 224107 3353 51521 48701 36012 33829 21589 12240 9892 8255 1637 3488 2183 11796 7376 14836 12689 5698 4503 2820 1393 2179 5549 4038 1511 4420 1058
internal_count=4073804 290464 275628 224107 3353 51521 48701 36012 33829 21589 12240 9892 8255 1637 3488 2183 11796 7376 14836 12689 5698 4503 2820 1393 2179 5549 4038 1511 4420 1058
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 6 1 4 2 0 4 6 1 0 1 1 1 7 0 0 1 4 6 7 4 6 4 5 0 1
split_gain=4.2577e+13 3.4197e+14 5.80693e+14 6.51276e+14 4.76995e+14 3.15345e+14 2.9719e+14 3.37527e+14 6.69208e+14 4.76954e+14 6.13261e+14 4.99743e+14 4.16754e+14 4.06011e+14 3.92684e+14 1.43124e+15 5.34649e+14 4.56899e+14 4.02189e+14 4.79107e+14 9.84683e+14 6.73644e+14 5.01717e+14 4.45043e+14 4.42567e+14 3.6817e+14 3.63877e+14 3.60075e+14 3.41237e+14 3.33493e+14
threshold=59.898927250000007 58.010305850000002 57.978821400000008 56.128886000000001 33.882313700000005 68.515000000000015 28.601854300000003 7.5000000000000009 3338.0000000000005 59.825842200000004 9.5000000000000018 78.605000000000004 30.624707450000006 59.882709350000006 30.157841000000001 30.277905650000005 30.509101000000005 6.0000000000000009 59.882709350000006 59.864072000000007 30.362494150000003 19.500000000000004 77.565000000000012 6.0000000000000009 14.500000000000002 60.305000000000007 16.500000000000004 1.5000000000000002 59.764576050000009 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 13 9 11 -11 -9 28 29 -12 17 18 -16 19 21 26 22 -17 24 -20 -26 -21 -27 -10 -8
right_child=-2 4 3 -5 5 -7 7 8 12 10 14 -13 -14 -15 15 16 -18 -19 23 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=29.234308452885685 1140.366707378209 -79329.52458187181 -29304.137086950472 28391.355865998776 -11055.7641225469 -39353.107107589763 3040.4097609456985 -15414.502029468023 16980.059772620469 -20820.768548073662 21896.312882994374 -74133.79754341951 -8654.6558563549552 -31342.654056012849 -24352.994991277039 5246.1457965613699 -28442.13996822288 -81792.553015309823 43038.132998216715 181907.64928278999 25785.13214656237 35257.72645492744 -55966.930792306797 9332.6998653228493 -23841.155281050062 -200838.48011588061 33620.805508670295 -64741.944703994297 94640.401426127617 25064.692239711847
leaf_weight=3591056 303050 490 2307 12878 33489 4463 20217 16605 958 14407 8651 1588 1251 2505 9471 9487 3595 1622 575 650 3621 7620 1559 7156 1541 269 222 701 1382 10418
leaf_count=3591056 303050 490 2307 12878 33489 4463 20217 16605 958 14407 8651 1588 1251 2505 9471 9487 3595 1622 575 650 3621 7620 1559 7156 1541 269 222 701 1382 10418
internal_value=0 -91.6496 111.751 19625.9 -4550.34 -14383.4 -1601.68 -1299.57 -4389.46 -6090.78 -2395.99 -20539.9 37937.3 7365.07 2282.29 -1246.19 8200.53 -32751.7 12144.4 19441.8 48758.5 12385.2 -3393.29 -4356.29 -36099.1 -54221 144156 -102484 62846.1 10530.2
internal_weight=0 3.77075e+06 3.60624e+06 15185 164513 37952 126561 126071 92931 89340 71147 18193 3591 33140 56740 48089 36996 11093 33401 23159 4493 18666 11046 10242 3086 2511 872 970 2340 30635
internal_count=4073804 3770754 3606241 15185 164513 37952 126561 126071 92931 89340 71147 18193 3591 33140 56740 48089 36996 11093 33401 23159 4493 18666 11046 10242 3086 2511 872 970 2340 30635
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=4 1 0 4 3 1 6 1 0 1 1 0 0 0 0 0 4 4 0 1 1 1 1 0 1 1 0 4 1 1
split_gain=4.48572e+13 1.16305e+14 4.0985e+14 4.2182e+14 3.54816e+14 3.9872e+14 2.52637e+14 2.23916e+14 2.21512e+14 2.07696e+14 3.20786e+14 4.16716e+14 7.11921e+14 5.97462e+14 3.70461e+14 3.05183e+14 2.53948e+14 3.52709e+14 7.63859e+14 1.12634e+15 5.28849e+14 7.64977e+14 5.07492e+14 4.18606e+14 8.7073e+14 3.45456e+14 3.13067e+14 4.66932e+14 5.0216e+14 8.99428e+14
threshold=23.500000000000004 82.911604200000014 55.043091000000011 24.500000000000004 4.5000000000000009 82.93515810000001 102.04000000000001 82.975438000000011 54.988402950000008 39.069277450000008 37.957884500000006 55.660117850000006 55.702806750000008 55.60524465000001 55.866549750000011 56.791379400000004 25.500000000000004 26.500000000000004 55.79439725000001 37.702956500000006 37.46219940000001 37.517483500000004 37.71815560000001 55.834019500000004 37.631035900000008 37.729575300000008 59.864072000000007 30.500000000000004 37.517483500000004 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 -6 10 16 13 -13 -12 -14 -11 -2 18 20 23 -18 -22 -23 -20 -25 -21 27 28 29 -19
right_child=1 2 6 4 7 -7 -8 -9 -10 15 11 12 14 -15 -16 -17 17 26 19 25 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=94.484529889880207 -3726.3400906222123 67857.094392950195 -6628.4428212427001 38426.94331266456 -3173.3623086618827 -39032.62313473902 -96486.676493593026 -5910.7391748695045 33564.769585465358 -9524.4490123046689 9570.1938418254922 114030.24522368585 -36050.425148338611 -116249.74819703733 116305.78912011719 3725.5886438295402 -29366.470337288585 47270.585317899211 -47930.279416630437 -200980.25886559562 317837.88738342287 120696.76168647567 -38103.926701314056 21680.948130185781 290201.27722942078 4529.9389275568183 -23903.002949527574 -3477.5051436718918 49891.983179016803 -51202.811156117445
leaf_weight=3768288 123984 1377 12372 905 2107 2501 321 2993 7424 62795 19140 1011 790 385 200 24037 326 1884 849 319 160 879 261 6636 123 110 4601 21208 3991 1827
leaf_count=3768288 123984 1377 12372 905 2107 2501 321 2993 7424 62795 19140 1011 790 385 200 24037 326 1884 849 319 160 879 261 6636 123 110 4601 21208 3991 1827
internal_value=0 -1165.39 4747.45 14757.2 10167.2 -18451 -8900.92 17950.2 25443.1 -1809.22 53.3561 11543.4 55005.4 7089.24 -5271.39 -5856.55 -1426.29 5178.83 22010.8 9364.48 84519 113078 84339.8 18254 26567.5 -148285 325.281 4181.19 25269.9 -1209.85
internal_weight=0 305516 30000 17307 15930 3406 12693 12524 9531 275516 188684 21526 2001 19525 990 86832 167158 43174 9663 8037 1626 1300 1140 7608 6759 429 33511 28910 7702 3711
internal_count=4073804 305516 30000 17307 15930 3406 12693 12524 9531 275516 188684 21526 2001 19525 990 86832 167158 43174 9663 8037 1626 1300 1140 7608 6759 429 33511 28910 7702 3711
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=6 6 4 1 1 6 0 0 4 0 7 1 0 0 6 0 0 1 3 4 1 4 1 1 6 2 0 1 4 1
split_gain=4.13395e+13 2.79792e+14 5.06593e+14 5.74945e+14 5.14534e+14 2.59825e+14 2.39225e+14 3.24373e+14 2.72199e+14 3.50652e+14 2.15935e+14 2.5238e+14 2.90031e+14 3.42425e+14 2.13082e+14 2.7745e+14 4.55356e+14 3.2072e+14 2.81458e+14 2.52634e+14 2.72403e+14 2.07488e+14 2.03771e+14 2.03353e+14 1.99861e+14 3.42195e+14 3.31129e+14 1.95482e+14 2.0295e+14 2.72071e+14
threshold=79.710000000000022 87.015000000000015 10.500000000000002 38.109452700000006 30.410676000000006 84.00500000000001 59.91832440000001 59.990753350000013 8.5000000000000018 59.950512650000007 6.0000000000000009 37.682335600000009 55.418618900000006 55.972700350000004 73.995000000000019 54.707511300000007 55.026775150000006 83.050033500000012 4.5000000000000009 5.5000000000000009 82.93515810000001 16.500000000000004 30.315889700000003 30.330566300000005 86.920000000000016 6680.0000000000009 55.81943720000001 38.011626600000007 10.500000000000002 40.377616600000003
decision_type=2 2 2 2 2 2 2 2 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 6 21 -2 8 9 22 11 12 -6 -14 -1 27 17 -17 -19 20 -18 -4 -8 -11 26 -26 -5 -16 29 -29
right_child=1 -3 5 24 10 -7 7 -9 -10 23 -12 -13 13 -15 15 16 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=48.421337866976927 -2538.9390952897884 -941.30764071797898 -13330.457422420293 23858.033442125048 -30786.979855406156 6650.7326660699173 17106.649678571037 -19857.091271431462 107334.15394758289 -3559.2166817300895 -54473.656107481162 -41159.070896841156 40189.94335046444 -21863.819736503316 -28503.850607846558 12395.25252616471 -9724.9641563670357 103891.19107159675 102.16985352786264 -879.01950664262517 -48962.80430003423 -107.60399024346304 100165.05626181922 -156836.72558502483 42241.628037949966 -4814.7826028167992 5939.9926578214518 12162.973194776636 -15640.729485003723 -10907.914125785615
leaf_weight=3497475 3629 278625 20614 31012 2309 26110 534 812 671 453 1573 2447 2145 1519 5264 9867 14012 757 399 76735 2025 27967 661 107 1853 9309 15453 8780 18453 12234
leaf_count=3497475 3629 278625 20614 31012 2309 26110 534 812 671 453 1573 2447 2145 1519 5264 9867 14012 757 399 76735 2025 27967 661 107 1853 9309 15453 8780 18453 12234
internal_value=0 929.97 4425.02 10260.4 -5982.24 -1394.45 15091.5 34851 53162.2 32450.3 -20463.7 -14110.1 -3028.77 14464.1 -109.118 -3818.83 -981.522 18233.7 68067.8 -3264.64 -14679.5 -5718.36 63049.4 -32846.2 15012.6 2997.04 17899 -10402.6 -7988.32 -1268.51
internal_weight=0 427803 149178 74487 16860 74691 6867 3238 2426 1755 9993 8420 5973 3664 3.646e+06 148526 103795 11023 1156 92772 16037 48581 1195 560 57627 11162 46465 44731 39467 21014
internal_count=4073804 427803 149178 74487 16860 74691 6867 3238 2426 1755 9993 8420 5973 3664 3646001 148526 103795 11023 1156 92772 16037 48581 1195 560 57627 11162 46465 44731 39467 21014
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 4 0 1 0 0 2 1 7 1 5 0 0 1 0 1 4 1 0 1 0 0 0 4 4 0
split_gain=4.27639e+13 5.24871e+14 4.88188e+14 3.38185e+14 3.20994e+14 5.59672e+14 4.04993e+14 3.4243e+14 5.78104e+14 5.38534e+14 5.31423e+14 7.17709e+14 7.29383e+14 1.02479e+15 1.02062e+15 7.63793e+14 6.41632e+14 1.91156e+15 1.51732e+15 5.00434e+14 4.80145e+14 5.28367e+14 4.66769e+14 4.65218e+14 9.75882e+14 4.65158e+14 5.2643e+14 8.57513e+14 5.48468e+14 4.50335e+14
threshold=451.00000000000006 39.652459050000012 56.385857200000011 54.431501800000014 38.782330450000011 14.500000000000002 55.579943700000008 38.109452700000006 55.193450100000007 56.020150250000007 75.000000000000014 37.924401400000008 6.0000000000000009 36.593086150000012 1.5000000000000002 55.910578700000009 55.988910100000005 37.843405600000004 56.006509350000009 36.555998300000006 18.500000000000004 37.343102500000008 55.696737300000009 37.71815560000001 55.93962770000001 55.753967500000009 55.622114900000007 24.500000000000004 15.500000000000002 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -5 10 -10 12 13 -12 -15 19 23 -18 -19 -14 -16 22 -22 -17 -25 26 28 -28 -13 -21
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 11 25 15 14 20 16 17 18 -20 29 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=188758.94289550782 -144.68343747179529 -66080.454829305367 -29175.742187636264 -18942.081196608851 -34.750881163465735 152963.17738061046 -29538.120374721995 8609.0207786893316 -1102.2235153474735 -13203.421521766828 -38108.296632815931 8083.6162235412503 85461.264474307798 2322.1339611359781 23835.919176696618 -10086.617750932139 -82616.491812761669 371272.23839186947 52612.063204962971 -17330.828998036111 15519.193074497569 14663.823882636731 -58652.307678104415 -8703.3672929350159 -93295.417106775945 -15923.532238914315 4709.8855000132744 84307.252094791271 -50476.956279198239 7031.4809218901446
leaf_weight=96 3396489 1174 5375 14619 10141 204 8597 60267 290401 24860 3962 3027 748 50736 68451 5078 627 226 441 9036 1394 11050 2168 2656 2803 22925 24096 1434 3391 47332
leaf_count=96 3396489 1174 5375 14619 10141 204 8597 60267 290401 24860 3962 3027 748 50736 68451 5078 627 226 441 9036 1394 11050 2168 2656 2803 22925 24096 1434 3391 47332
internal_value=0 725.535 841.532 1082.07 1055.2 -11777.4 -13570.9 1428.17 696.479 1194.18 1842.62 5111.91 7810.72 12013.1 13497.3 -585.906 -23711.8 42742.6 160584 4204.39 20323.2 3867.42 -29625.1 -31872.7 -52138.3 -5054.57 2744.7 9180.81 -22857.3 3126.11
internal_weight=0 677315 676141 670766 670670 18942 18738 651728 591461 576842 551982 261581 206708 137761 133799 68947 11831 1294 667 57116 83063 14612 3562 10537 5459 54873 31948 25530 6418 56368
internal_count=4073804 677315 676141 670766 670670 18942 18738 651728 591461 576842 551982 261581 206708 137761 133799 68947 11831 1294 667 57116 83063 14612 3562 10537 5459 54873 31948 25530 6418 56368
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=1 4 2 0 2 0 4 0 5 5 6 0 2 4 4 4 6 6 0 0 0 5 6 5 6 6 6 6 6 6
split_gain=4.05893e+13 1.59331e+14 1.28275e+14 1.85318e+14 1.74476e+14 1.80356e+14 1.73172e+14 1.39694e+14 1.42501e+14 7.98618e+13 7.76028e+13 7.2986e+13 1.27368e+14 1.08373e+14 1.38957e+14 1.02366e+14 2.33353e+14 1.39891e+14 8.58783e+13 9.82302e+13 1.25546e+14 8.52302e+13 1.06784e+14 7.9187e+13 1.68958e+14 3.29552e+14 8.79574e+13 7.48724e+13 1.02546e+14 7.08429e+13
threshold=113.48479755000001 17.500000000000004 5325.0000000000009 50.556058150000005 9236.5000000000018 52.02416370000001 10.500000000000002 50.596941950000009 1.5000000000000002 2.5000000000000004 74.615000000000009 52.07762420000001 10876.500000000002 10.500000000000002 15.500000000000002 14.500000000000002 74.615000000000009 75.605000000000004 54.604289300000012 58.08467765000001 56.83050475000001 1.5000000000000002 47.805000000000007 2.5000000000000004 78.605000000000004 79.710000000000022 142.05000000000004 112.00500000000001 60.305000000000007 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 3 6 7 29 9 8 -4 -2 -8 13 -13 27 15 -15 21 -18 -14 20 -20 22 -17 24 -21 -26 -25 28 -7 -6
right_child=1 -3 4 -5 5 11 10 -9 -10 -11 -12 12 18 14 -16 16 17 -19 19 23 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-25.397477046672481 -1489.7938357433532 81815.890291184653 7849.5864290147747 -120238.95018653442 -9316.7636519833413 11780.367882911647 69883.062235320554 -64870.859457277315 69310.554754089826 -50774.867241616332 288038.74062500003 -57010.561046415329 67386.099295239386 -16932.42829198013 19969.815192744609 39107.27959314295 -377772.96677631582 -111439.80615472561 -10030.032317812398 4199.3461245439139 -116469.40842958647 65243.081273193355 -184985.065875 28261.974901552981 -337405.3854651163 16294.183437212776 -153550.09887152779 -33541.058645596589 37153.151291600458 -40976.463815490592
leaf_weight=4047600 843 260 638 178 3177 5176 63 127 923 539 22 367 203 405 608 37 38 41 2479 4394 116 60 50 1837 43 68 27 275 2301 909
leaf_count=4047600 843 260 638 178 3177 5176 63 127 923 539 22 367 203 405 608 37 38 41 2479 4394 116 60 50 1837 43 68 27 275 2301 909
internal_value=0 3923.02 3142.41 -23882.4 4971.95 2656.68 -12190.9 35985.2 44190.7 -20711.7 126347 6851.13 755.663 13314.7 -14147 -47020.2 -100939 -239549 3068.33 1611.78 -14788 -26446.9 -89681.4 8293.75 1121.31 -120725 25628.4 17703.9 19588.7 -16360
internal_weight=0 26204 25944 1645 24299 22611 1467 1688 1561 1382 85 18525 9534 8991 1239 631 226 79 9167 8964 2595 147 87 6369 4505 111 1864 7752 7477 4086
internal_count=4073804 26204 25944 1645 24299 22611 1467 1688 1561 1382 85 18525 9534 8991 1239 631 226 79 9167 8964 2595 147 87 6369 4505 111 1864 7752 7477 4086
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 5 3 1 1 5 1 6 3 6 5 4 7 6 6 6 5 6 4 1 1 6 2 6 0 7
split_gain=4.01903e+13 1.98015e+14 2.47312e+14 1.58971e+14 1.22831e+14 1.04313e+14 9.01623e+13 8.71857e+13 1.2063e+14 8.65398e+13 7.03951e+13 7.00764e+13 9.34445e+13 8.99767e+13 7.50629e+13 6.97197e+13 6.90695e+13 6.88369e+13 7.27667e+13 6.72569e+13 6.50887e+13 2.87872e+14 3.73299e+14 2.62626e+14 4.51545e+14 3.87705e+14 2.07688e+14 4.89923e+14 3.19034e+14 3.87139e+14
threshold=42.965693300000005 43.051287600000009 47.504912950000005 104.01000000000001 68.00500000000001 2.5000000000000004 10.500000000000002 47.504912950000005 47.386825600000002 3.5000000000000004 44.628646350000004 67.91500000000002 3.5000000000000004 39.505000000000003 1.5000000000000002 10.500000000000002 6.0000000000000009 156.15000000000003 110.01500000000001 168.45000000000002 3.5000000000000004 68.00500000000001 12.500000000000002 82.92647190000001 82.968544750000021 102.04000000000001 2882.5000000000005 134.05000000000004 56.342669500000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 9 15 5 -1 17 8 -6 11 -11 13 -13 -2 -14 -4 -8 18 -5 -10 -3 -22 23 26 25 -25 27 28 -23 -30
right_child=1 20 3 6 7 -7 16 -9 19 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-893.57489737887136 -14316.687829867276 46.802718913495873 46503.708300106657 220094.40864158163 -50557.575514760189 34643.743983079657 128388.79128605771 -18903.853268168466 32040.252767992948 -90165.05225404253 40749.459493476097 12519.324865609813 -121376.33844105115 15327.185200545193 -13594.73649645273 8496.4909443371052 -79000.412676711319 266686.88598632812 84121.298091491699 199650.37189062501 10569.761077319277 173.30996060423473 7870.2585410137244 11283.136664739943 -1948.964249019768 100629.55659156326 -14622.177145411739 27440.123439278443 -29080.365518582665 50370.371927016291
leaf_weight=7786 1243 3922480 1140 49 201 924 26 6204 565 43 917 1839 66 5809 3080 837 42 32 200 25 15156 14743 20679 1159 14838 836 39196 4362 8667 660
leaf_count=7786 1243 3922480 1140 49 201 924 26 6204 565 43 917 1839 66 5809 3080 837 42 32 200 25 15156 14743 20679 1159 14838 836 39196 4362 8667 660
internal_value=0 19.5397 11365.9 41396.7 -5048.97 2876.4 103619 -14917.5 16348.8 5991.42 34885.6 3687 -5388.08 10102.1 -15855.9 30412.6 295.459 128622 110879 39142.4 -23.4654 -2314.69 -4171.99 -7120.35 4056.6 48723.5 -9902.36 -3395.69 -8983.8 -23458.2
internal_weight=0 4.0581e+06 15323 2326 15705 8710 349 6995 791 12997 960 12037 4985 7052 3146 1977 68 281 249 590 4.04278e+06 120296 105140 84461 16833 1995 67628 28432 24070 9327
internal_count=4073804 4058099 15323 2326 15705 8710 349 6995 791 12997 960 12037 4985 7052 3146 1977 68 281 249 590 4042776 120296 105140 84461 16833 1995 67628 28432 24070 9327
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=1 1 3 4 6 0 0 0 4 0 1 6 1 4 1 1 3 1 4 7 4 6 4 1 4 1 4 5 4 4
split_gain=4.06404e+13 2.76077e+14 2.76934e+14 3.46634e+14 2.74944e+14 2.55681e+14 4.21056e+14 1.1686e+15 1.08537e+15 1.13373e+15 1.62849e+15 8.17117e+14 8.44515e+14 9.35647e+14 7.77396e+14 7.91868e+14 6.91901e+14 5.76371e+14 5.38001e+14 4.08106e+14 4.03945e+14 3.91483e+14 3.87773e+14 3.77771e+14 3.72858e+14 3.79626e+14 4.19841e+14 3.53949e+14 3.45032e+14 3.3784e+14
threshold=30.345769800000003 30.323041000000003 6.5000000000000009 13.500000000000002 66.990000000000023 60.042359000000012 59.950512650000007 59.982409200000006 11.500000000000002 59.963561900000009 30.277905650000005 96.050000000000011 30.242318500000007 7.5000000000000009 30.277905650000005 30.260128500000004 4.5000000000000009 30.260128500000004 4.5000000000000009 6.0000000000000009 14.500000000000002 114.05000000000001 12.500000000000002 30.242318500000007 19.500000000000004 30.226173900000003 23.500000000000004 2.5000000000000004 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 5 -3 -4 -5 6 -1 8 11 10 17 12 -8 14 15 -14 -15 -10 -17 20 -12 24 -19 -23 -9 26 27 -26 -11 -21
right_child=-2 2 3 4 -6 -7 7 21 9 28 19 -13 13 16 -16 18 -18 22 -20 29 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2378.0798314998638 -78.977436162395179 1181.133736924967 43007.766420047905 1409.6364883080939 39924.76616239929 -12223.689669840209 -76705.896389864545 -5766.2858695943441 -15072.106025716639 151425.97120988634 181628.59694444446 -18060.200078978145 -40470.674745639539 69126.54790334178 10961.888931058695 -48224.727613146555 156027.6125676349 -7386.8916619318188 430583.81943597563 -347806.6142578125 -151080.4855701506 136380.40934889621 334179.57924107142 7998.8056877045765 50026.86624969721 542.27470505148392 11956.244244861502 174626.16786626886 -3847.5185629015778 -155130.41908304734
leaf_weight=127597 3834081 17376 4484 8390 2379 16008 357 33670 1318 432 45 1179 86 1820 2023 29 1845 55 123 192 193 419 84 506 2306 11494 4673 253 214 173
leaf_count=127597 3834081 17376 4484 8390 2379 16008 357 33670 1318 432 45 1179 86 1820 2023 29 1845 55 123 192 193 419 84 506 2306 11494 4673 253 214 173
internal_value=0 1263.15 9812.68 19645.6 9918.09 -83.8855 933.112 7587.78 38656 -15598.4 -51845.6 58330.6 72665.3 81663.9 31074.2 202029 112873 5353.31 339232 -190053 -88173.3 1663.26 199027 66152.2 524.772 11836.3 29786.2 62345.6 99988.6 -256483
internal_weight=0 239723 32629 15253 10769 207094 191086 63489 10168 2706 2060 7462 6283 5926 2261 238 3665 1457 152 603 238 53321 139 925 52396 18726 7232 2559 646 365
internal_count=4073804 239723 32629 15253 10769 207094 191086 63489 10168 2706 2060 7462 6283 5926 2261 238 3665 1457 152 603 238 53321 139 925 52396 18726 7232 2559 646 365
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=3 4 6 0 0 4 0 1 6 0 1 0 0 6 4 7 1 6 6 0 3 4 4 6 1 2 0 4 4 6
split_gain=4.27911e+13 5.63115e+14 3.83876e+14 2.21265e+14 2.7196e+14 2.30984e+14 2.25937e+14 2.78496e+14 2.52822e+14 3.75895e+14 2.58741e+14 3.39884e+14 4.92371e+14 2.75009e+14 2.35149e+14 4.23346e+14 3.1865e+14 2.11682e+14 1.97204e+14 1.86353e+14 1.92121e+14 2.64988e+14 1.84647e+14 2.09119e+14 2.00033e+14 1.71895e+14 1.81835e+14 1.68512e+14 1.65349e+14 1.64372e+14
threshold=4.5000000000000009 6.5000000000000009 105.00500000000001 47.319699650000011 48.179569850000007 2.5000000000000004 47.139841100000005 39.366401150000009 44.205000000000005 45.082176650000008 38.948208550000011 45.177967300000006 45.109778000000006 91.02500000000002 4.5000000000000009 6.0000000000000009 33.882313700000005 142.05000000000004 98.020000000000024 54.980317700000008 6.5000000000000009 3.5000000000000004 1.5000000000000002 69.605000000000004 37.843405600000004 36.000000000000007 55.390026600000006 13.500000000000002 2.5000000000000004 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 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 19 6 5 -5 8 -8 -1 14 11 12 -11 -12 15 16 -10 -14 -13 -2 -21 -22 23 -6 -25 26 -24 -9 -28 -3
right_child=1 29 -4 4 22 -7 7 27 9 10 13 18 17 -15 -16 -17 -18 -19 -20 20 21 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-1959.5794073121151 -7998.086409044442 -74.041710593549766 -30441.666334886297 13625.566018067926 -6938.5453704964011 -24001.448276295119 -18022.31705462181 11616.451391469262 134617.90432044762 -11128.68829473036 -7750.5369528121664 -770.69362979841344 66139.476763482162 -55103.922751703394 4026.5570206023185 -20600.840566536262 16925.785698820346 272989.2049632353 -96452.199253146711 -1771.2002915313633 202663.09517663045 -164153.28487682482 -82961.815511290028 -170792.47079912608 -35976.220325089664 282.41809620422333 -81348.927021861688 -3441.0787234043755 -3690.9681999637405 3021.8940508113465
leaf_weight=129307 87024 1750638 5855 2040 8054 8147 3908 53021 232 1208 26062 5052 1653 1287 108703 3183 27344 51 225 119623 23 137 292 118 1635 1438428 275 8644 91519 190116
leaf_count=129307 87024 1750638 5855 2040 8054 8147 3908 53021 232 1208 26062 5052 1653 1287 108703 3183 27344 51 225 119623 23 137 292 118 1635 1438428 275 8644 91519 190116
internal_value=0 -306.06 -5191.17 343.199 -181.071 -16466.4 2540.9 7865.13 1393.62 3871.29 -5309.84 10283.6 37708.6 -9978.91 6210.84 13930.2 17915.9 72330.4 -4850.35 -4476.3 -1917.67 -111423 -73.3672 -13751.2 -45051.1 14.2753 -4174.24 9505.74 -3923.62 229.236
internal_weight=0 2.15342e+06 212662 1.92039e+06 1.55051e+06 10187 369880 65573 304307 175000 35538 8189 2912 27349 139462 30759 27576 1704 5277 206807 119783 160 1.54032e+06 9807 1753 1.53051e+06 92086 61665 91794 1.94075e+06
internal_count=4073804 2153416 212662 1920388 1550508 10187 369880 65573 304307 175000 35538 8189 2912 27349 139462 30759 27576 1704 5277 206807 119783 160 1540321 9807 1753 1530514 92086 61665 91794 1940754
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 6 4 3 0 1 6 6 6 6 1 7 1 1 1 3 4 1 1 4 1 0 1 4 6 3
split_gain=4.28203e+13 3.43278e+14 3.98513e+14 3.76441e+14 2.25084e+14 4.04338e+14 5.17878e+14 2.72655e+14 2.69004e+14 9.47967e+14 3.13106e+14 2.45195e+14 2.20311e+14 2.09292e+14 2.54678e+14 1.98636e+14 2.35479e+14 2.53218e+14 7.63302e+14 5.46375e+14 1.84314e+14 2.21906e+14 2.44809e+14 1.94943e+14 2.73319e+14 3.90745e+14 2.82169e+14 3.51431e+14 2.88449e+14 2.09037e+14
threshold=45.015054600000006 45.029425500000009 2892.5000000000005 38.977585500000011 37.318079750000003 47.420000000000009 10.500000000000002 4.5000000000000009 44.895258050000002 37.290808600000013 112.00500000000001 63.855000000000011 110.01500000000001 43.605000000000011 38.948208550000011 6.0000000000000009 39.105193450000009 40.024897700000004 39.939672500000007 8.5000000000000018 19.500000000000004 43.047633000000012 39.908802000000009 6.5000000000000009 39.939672500000007 44.601833250000006 38.066230450000006 9.5000000000000018 87.395000000000024 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=4 2 3 13 5 -1 -7 -6 10 -10 -8 15 -5 -2 -15 -9 -17 18 -18 -20 23 22 -22 -13 25 26 27 -25 -28 -29
right_child=1 -3 -4 12 7 6 8 11 9 -11 -12 20 -14 14 -16 16 17 -19 19 -21 21 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=-8319.5783945122221 -1500.9223676496576 -0.2625037079209997 -17262.943579848401 9248.5932750499651 1116.1136653170415 12998.15549935914 49478.545359378892 -4755.4704789682919 50408.821480975574 504103.71440504811 233693.4264296875 -27355.305436899118 -58602.783945354764 7034.5779100588934 52801.105204146392 -1734.7636656839143 35732.347873828876 7562.9317206213082 145035.31502477135 595840.17054687499 -33128.734418086729 -238970.84849877452 116739.94053955079 20120.307042694094 -16668.596342173758 -8129.6985755302976 2799.5154458568786 355703.00684621715 55076.921760620957 54290.944081439397
leaf_weight=4768 1400 3769902 4454 18860 144736 4183 1193 62433 158 65 100 5182 491 1630 4786 10176 2157 3912 82 40 4062 51 112 128 13506 10435 3090 76 1603 33
leaf_count=4768 1400 3769902 4454 18860 144736 4183 1193 62433 158 65 100 5182 491 1630 4786 10176 2157 3912 82 40 4062 51 112 128 13506 10435 3090 76 1603 33
internal_value=0 86.767 10462.6 15008.1 -1211.42 13168.3 31145.8 -1786.3 81219.4 182652 63725.6 -5374.37 7526.98 33530.1 41174 -2184.82 7621.09 22999.1 49495.9 292840 -11940.5 -31640.6 -29107.3 -9496.24 -6290.75 2831.49 26032.3 132491 20656 264450
internal_weight=0 3.80152e+06 31621 27167 272281 10467 5699 261814 1516 223 1293 117078 19351 7816 6416 78800 16367 6191 2279 122 38278 4225 4174 34053 28871 15365 4930 237 4693 109
internal_count=4073804 3801523 31621 27167 272281 10467 5699 261814 1516 223 1293 117078 19351 7816 6416 78800 16367 6191 2279 122 38278 4225 4174 34053 28871 15365 4930 237 4693 109
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=6 4 4 3 1 1 0 3 4 6 1 1 6 3 6 1 4 1 2 0 6 0 5 1 0 0 4 1 6 5
split_gain=4.22922e+13 1.15305e+14 4.23492e+14 5.13317e+14 3.19595e+14 4.09367e+14 3.56514e+14 3.38307e+14 2.89587e+14 2.57512e+14 2.60911e+14 2.25054e+14 3.92503e+14 5.34145e+14 3.64613e+14 3.45166e+14 3.08454e+14 2.25011e+14 2.21805e+14 4.30033e+14 2.12784e+14 2.45642e+14 2.38294e+14 2.10484e+14 3.645e+14 2.69637e+14 2.6428e+14 4.05314e+14 2.25768e+14 2.03566e+14
threshold=100.05000000000001 7.5000000000000009 8.5000000000000018 2.5000000000000004 30.226173900000003 30.084656550000002 54.73499850000001 4.5000000000000009 5.5000000000000009 149.05000000000004 83.007653300000015 39.703507450000011 138.05000000000004 3.5000000000000004 142.05000000000004 72.839788400000018 5.5000000000000009 63.728898350000001 915.50000000000011 55.759969450000007 125.02000000000002 54.707511300000007 3.5000000000000004 37.401708450000008 59.864072000000007 59.933037250000005 4.5000000000000009 37.442254400000003 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=-1 4 18 -4 5 6 8 9 20 11 17 23 16 14 -14 -15 29 -11 19 -3 21 -2 -23 24 -6 -26 -25 -28 -29 -13
right_child=1 2 3 -5 7 -7 -8 -9 -10 10 -12 12 13 15 -16 -17 -18 -19 -20 -21 -22 22 -24 26 25 -27 27 28 -30 -31
leaf_value=55.532330182868705 -114081.40966653264 110432.97877604168 -23029.917148827575 1705.694795598745 35494.440025748983 132158.17899188251 -39341.936450780267 -26681.388031500246 113824.21595693848 15430.145535146403 -43534.17950014861 -154638.56418968024 80336.390905928944 52091.640887200345 -50149.083573239855 -113891.94351420939 40025.372358034554 78092.93493491532 42248.384354062524 -149290.24340073529 -51296.369114990237 147593.88332114363 -45328.282919034093 -64570.614060919237 -60558.230078019216 -902.93400034229455 -276722.35215567134 -4875.6254142789849 222861.78242187502 79.107145327413306
leaf_weight=3956282 68 102 9551 68992 1368 333 793 8232 421 4031 644 86 438 146 419 883 2308 668 3132 170 320 235 88 1946 1327 1766 54 1333 45 7623
leaf_count=3956282 68 102 9551 68992 1368 333 793 8232 421 4031 644 86 438 146 419 883 2308 668 3132 170 320 235 88 1946 1327 1766 54 1333 45 7623
internal_value=0 -1869.45 194.361 -1302.21 -6623.44 29784.7 12075.4 -9090.93 48094.8 -3318.38 16157.4 -8589.33 75.304 -41774.3 16540.1 -90341.3 7954.74 24338.2 34725.8 -51894 9174.82 58665.3 95033 -21746 -7486.88 -26497 -40576.6 -7970.28 2561.37 -1646.89
internal_weight=0 117522 81947 78543 35575 2258 1925 33317 1132 25085 5343 19742 11903 1886 857 1029 10017 4699 3404 272 711 391 323 7839 4461 3093 3378 1432 1378 7709
internal_count=4073804 117522 81947 78543 35575 2258 1925 33317 1132 25085 5343 19742 11903 1886 857 1029 10017 4699 3404 272 711 391 323 7839 4461 3093 3378 1432 1378 7709
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=4 3 6 2 0 1 0 0 6 6 0 1 0 4 3 1 6 6 7 1 1 6 5 6 6 1 0 1 0 0
split_gain=4.10006e+13 1.01891e+14 1.7648e+14 2.32525e+14 1.57298e+14 1.24076e+14 1.00232e+14 1.36819e+14 1.31204e+14 1.00688e+14 9.27444e+13 9.33413e+13 3.28355e+14 3.39015e+14 2.86898e+14 3.23114e+14 2.06799e+14 2.05686e+14 2.07089e+14 1.83075e+14 1.86511e+14 1.91843e+14 5.24688e+14 1.73912e+14 2.06137e+14 1.65917e+14 2.48207e+14 2.45512e+14 2.73202e+14 5.00305e+14
threshold=23.500000000000004 20.500000000000004 78.010000000000005 75.000000000000014 44.601833250000006 37.343102500000008 45.022979600000006 45.063245050000006 120.05000000000001 97.020000000000024 43.472751400000007 82.911604200000014 55.043091000000011 24.500000000000004 4.5000000000000009 82.93515810000001 102.04000000000001 77.565000000000012 6.0000000000000009 82.975438000000011 82.95992385000001 67.91500000000002 1.5000000000000002 156.15000000000003 120.05000000000001 39.069277450000008 56.791379400000004 37.957884500000006 55.660117850000006 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -5 -8 -2 25 13 17 15 -15 -14 18 -13 20 23 -22 -23 24 -16 27 -27 -12 -29 -30
right_child=10 2 3 6 -6 -7 7 -9 -10 -11 11 12 16 14 19 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=63.095349782114823 104578.73920368977 254265.19200000001 200787.41324450806 -248.60854019657259 3054.5923333101391 72856.799247892282 -42091.376757812504 15044.890866242553 -257939.95484913792 157547.79932291666 -1350.079545452774 2739.6772229093517 -6005.9771876361356 34468.805357281599 18687.523043069312 -35261.121132982356 -87304.760932632402 138273.20325045622 89993.548905885546 -5576.3350444534972 35656.565791284709 429286.16968085105 70345.22932313013 303535.25476190477 -64665.076237611254 -8651.0632362007582 3300.456315095063 6389.8201883812199 94668.071956851112 -5342.9043638780386
leaf_weight=3757978 83 25 101 62 8386 304 32 1251 29 120 167158 613 12372 905 7454 2501 321 274 489 2993 1395 47 305 21 309 62713 24037 19525 1011 990
leaf_count=3757978 83 25 101 62 8386 304 32 1251 29 120 167158 613 12372 905 7454 2501 321 274 489 2993 1395 47 305 21 309 62713 24037 19525 1011 990
internal_value=0 90.3316 10017.9 37552.6 3801.27 104760 19333.5 25930.1 -82370 115518 -1114.17 -1142.89 4154.16 13114 9000.53 -16733.4 -8061.99 60736.3 41457.6 15999.1 22774.3 52302.6 118272 16147.2 15369.7 -1719.82 -5339.49 -55.6243 9996.34 45187.4
internal_weight=0 3.76829e+06 10310 1899 8411 405 1494 1403 91 152 305516 305433 29999 17306 15930 3406 12693 1376 1102 12524 9531 1747 352 7784 7763 275434 86750 188684 21526 2001
internal_count=4073804 3768288 10310 1899 8411 405 1494 1403 91 152 305516 305433 29999 17306 15930 3406 12693 1376 1102 12524 9531 1747 352 7784 7763 275434 86750 188684 21526 2001
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=0 0 2 0 4 1 4 2 1 0 7 0 1 1 1 4 1 4 1 1 1 0 6 0 4 4 1 1 2 1
split_gain=4.06125e+13 2.12247e+14 6.56796e+14 3.48073e+14 7.4203e+14 2.85774e+14 4.03703e+14 2.95197e+14 2.67084e+14 2.49402e+14 2.14527e+14 2.64983e+14 2.25413e+14 3.63666e+14 2.77882e+14 2.17872e+14 2.12621e+14 2.03512e+14 2.0142e+14 4.1274e+14 3.48591e+14 2.4531e+14 2.00094e+14 1.98435e+14 1.84948e+14 3.11711e+14 2.31973e+14 1.8311e+14 7.49407e+14 6.04836e+14
threshold=55.539595350000006 55.193450100000007 2865.5000000000005 55.214863500000007 10.500000000000002 37.401708450000008 19.500000000000004 75.000000000000014 37.543519500000009 55.418618900000006 6.0000000000000009 55.303261650000003 37.503969450000007 37.768783500000005 37.780517050000007 11.500000000000002 60.307188350000011 18.500000000000004 37.897576350000001 37.618684050000006 38.109452700000006 55.462387050000011 62.625000000000007 55.462387050000011 7.5000000000000009 6.5000000000000009 37.131181300000009 38.011626600000007 2200.0000000000005 37.957884500000006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 24 8 23 -4 11 -9 -13 -14 15 -15 -11 -10 19 21 -20 -12 -8 -7 25 -5 -27 28 -1 -30
right_child=-2 2 9 5 -6 7 22 10 17 16 18 12 13 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-25926.565402897133 339.45247979527022 -24050.732012360346 -12167.208340873152 4371.9951886995641 172879.09111382684 -95257.750795394662 71995.466346212299 -26197.598396772173 -39955.185203461413 -55814.193250011856 -63732.246656528907 -18879.928950919864 16070.175911488574 19261.17563141925 1314.0302234048195 -55747.635081527689 -9755.6621326685399 -134660.55661347733 165760.17485094574 -52077.398078394697 4259.1996078498105 2067.6938035245093 236389.9657001202 -4099.8691059321782 27269.266921962611 83474.633091517855 -182030.78992598684 226.26077423559082 -569.5315186381664 -61689.367332179798
leaf_weight=13395 1889658 411 35662 5633 358 252 257 3101 1831 2575 632 4035 20172 518 27944 1534 1641 259 152 2638 1107 5474 104 4558 4384 42 152 1895630 148058 1637
leaf_count=13395 1889658 411 35662 5633 358 252 257 3101 1831 2575 632 4035 20172 518 27944 1534 1641 259 152 2638 1107 5474 104 4558 4384 42 152 1895630 148058 1637
internal_value=0 -293.684 -4287.47 653.169 67627.9 45.6653 15427.6 -2145.74 -21844.5 -14886.3 -126.316 2232.44 3858.95 5687.83 -1294.18 -36812.7 -37886.8 -51691.4 -13638.9 -19023.4 23757.3 -4742.91 119356 -8875.71 11753.3 79.75 -124550 -50.3657 -3265.65 -1237.91
internal_weight=0 2.18415e+06 125426 85548 769 84779 10572 74207 6900 39878 67307 57304 54203 50168 29996 2052 4216 2090 10003 8744 1259 6106 361 4810 10211 5827 194 2.05872e+06 163090 149695
internal_count=4073804 2184146 125426 85548 769 84779 10572 74207 6900 39878 67307 57304 54203 50168 29996 2052 4216 2090 10003 8744 1259 6106 361 4810 10211 5827 194 2058720 163090 149695
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=4 3 4 1 1 6 0 1 6 0 6 7 0 1 0 1 2 6 3 5 6 6 1 1 1 3 0 2 6 0
split_gain=4.27469e+13 1.92759e+14 2.54795e+14 4.39216e+14 4.09793e+14 3.68321e+14 3.45407e+14 3.3414e+14 3.83463e+14 3.10912e+14 3.16685e+14 4.19568e+14 3.42208e+14 6.35546e+14 4.67938e+14 3.11635e+14 2.68338e+14 2.46729e+14 2.45616e+14 2.3713e+14 1.2326e+15 9.66335e+14 6.97637e+14 5.29693e+14 4.37942e+14 3.97647e+14 4.01379e+14 3.54004e+14 3.46182e+14 3.07432e+14
threshold=10.500000000000002 9.5000000000000018 9.5000000000000018 82.956351500000011 83.015546400000019 94.02500000000002 54.94110555000001 72.839788400000018 168.45000000000002 55.030407050000001 39.355000000000011 6.0000000000000009 55.029726000000004 83.00362155000002 55.02095400000001 83.011163250000024 7457.0000000000009 62.995000000000012 1.5000000000000002 1.5000000000000002 44.010000000000012 67.91500000000002 30.330566300000005 30.260128500000004 39.596303450000001 4.5000000000000009 45.082176650000008 3338.0000000000005 247.90000000000001 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 6 -5 16 -9 10 -8 12 13 14 -12 -15 -4 -3 -6 20 24 22 -22 -23 27 26 -21 -1 -25 -26
right_child=-2 17 3 4 18 -7 9 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 25 21 23 -24 28 29 -27 -28 -29 -30 -31
leaf_value=-1951.6331650965899 -418.60292340741938 -678.70473135239365 4876.6614174462566 55101.928054600852 -9254.3285175236906 -58220.693729629988 -8519.7568590231294 16270.119181642651 315175.68622819771 18910.226501835506 -11555.035990510249 2496.6646946313836 -39860.393673758153 10059.284227751363 62857.861223825865 60912.100285852386 -12585.05487352946 -13130.934870449291 12574.990352627239 5812.7276378572387 53364.908205002401 76413.993466223357 15064.180708572901 -74621.060364960169 -10864.602359582428 -3678.7768305112149 -615.80060756826606 -14138.811668024271 27375.85468124313 2812.2294483192054
leaf_weight=192317 1525805 47159 224248 1082 6074 1141 59329 22937 43 7270 48674 156200 3046 9232 860 1386 9160 24015 34044 111359 5313 334 45339 2030 17238 377761 759856 27206 398 352948
leaf_count=192317 1525805 47159 224248 1082 6074 1141 59329 22937 43 7270 48674 156200 3046 9232 860 1386 9160 24015 34044 111359 5313 334 45339 2030 17238 377761 759856 27206 398 352948
internal_value=0 250.67 398.112 2222.61 -199.261 -1517.3 -1291.93 5324.13 16829.4 -1505.29 -2037.78 -284.945 -7159.96 -5504.07 -10263.1 16697.3 4191.38 -4880.24 9269.96 -165.723 1394.37 15940.8 19081.6 -41659.3 76.8074 -969.049 205.896 -3462.02 -57901.6 2175.36
internal_weight=0 2.548e+06 2.47682e+06 584726 328338 288220 287079 256388 22980 285997 278727 219398 63198 60152 49534 10618 233408 71174 40118 1.8921e+06 643123 53414 50652 2762 589709 1.24898e+06 871215 219523 2428 370186
internal_count=4073804 2547999 2476825 584726 328338 288220 287079 256388 22980 285997 278727 219398 63198 60152 49534 10618 233408 71174 40118 1892099 643123 53414 50652 2762 589709 1248976 871215 219523 2428 370186
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 1 6 1 4 0 1 1 0 0 6 2 4 1 5 6 7 1 1 6 6 0 1 0 0 4
split_gain=4.84534e+13 4.25747e+14 3.94696e+14 2.73829e+14 2.67253e+14 5.82869e+14 2.66518e+14 2.61773e+14 4.51019e+14 3.28181e+14 3.14634e+14 2.73076e+14 4.11867e+14 3.9372e+14 4.04108e+14 3.97912e+14 6.53128e+14 8.66191e+14 5.76878e+14 6.30412e+14 6.98738e+14 6.55362e+14 3.95972e+14 5.63828e+14 3.82182e+14 3.92266e+14 1.58214e+15 6.44926e+14 4.87599e+14 8.43643e+14
threshold=451.00000000000006 39.652459050000012 56.385857200000011 54.431501800000014 37.290808600000013 38.166910000000009 68.00500000000001 38.782330450000011 14.500000000000002 55.418618900000006 39.018051150000005 38.109452700000006 56.020150250000007 55.193450100000007 97.020000000000024 75.000000000000014 5.5000000000000009 36.593086150000012 2.5000000000000004 74.015000000000015 6.0000000000000009 37.897576350000001 37.488790500000007 122.65000000000002 110.01500000000001 56.288960650000007 38.166910000000009 56.309668500000008 55.702806750000008 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 -1 -4 6 -6 11 9 -9 -10 12 13 14 -5 -15 17 -17 -18 -20 21 22 -21 -24 25 28 -27 -28 29 -13
right_child=-2 -3 4 7 5 -7 -8 8 10 -11 -12 24 -14 15 -16 16 18 -19 19 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=169970.91556345424 -154.00761488046831 -59395.619049706533 1441.1404338540749 -12625.163293869653 -69591.037275247014 4268.497219869224 -205823.27421875001 2529.7499410724486 54354.310803482382 -24077.059383745021 323159.83943452383 20334.518440139211 -11845.782199083114 -814.19595762231847 -136789.14167544476 -33723.183760405911 -490.35619814029855 18705.729943985283 28256.279117793627 7659.4890741293166 -19593.074918128023 -20741.683132277765 33078.271569410841 148840.79546586619 -81716.880870317458 6514.0848388586382 157397.68368105454 -1636.367281721856 -4680.468399054208 -38314.34513954573
leaf_weight=96 3396489 1174 2127 14352 1683 1408 157 8414 141 10324 63 25125 24860 290401 267 3388 168678 45080 15922 7649 9022 4234 7161 447 473 5711 1158 327 24755 2718
leaf_count=96 3396489 1174 2127 14352 1683 1408 157 8414 141 10324 63 25125 24860 290401 267 3388 168678 45080 15922 7649 9022 4234 7161 447 473 5711 1158 327 24755 2718
internal_value=0 772.292 876.763 1093.04 -26113.6 -44158.2 -81215.2 1068.87 -10519.7 -12129.7 137368 1405.68 752.272 1305.02 -14892.9 1734.01 4562.98 15040.9 2180.01 12316.9 3416.12 14066.6 23726.3 39879.8 7818.25 8526.52 30424.3 122378 5530.65 14609.3
internal_weight=0 677315 676141 670766 5375 3248 1840 670670 18942 18738 204 651728 591461 566601 14619 551982 261581 48468 213113 44435 28513 19491 15257 7608 60267 59794 7196 1485 52598 27843
internal_count=4073804 677315 676141 670766 5375 3248 1840 670670 18942 18738 204 651728 591461 566601 14619 551982 261581 48468 213113 44435 28513 19491 15257 7608 60267 59794 7196 1485 52598 27843
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 2 1 1 1 1 5 1 5 5 1 0 7 6 6 1 4 4 1 3 0 1 1 0 6
split_gain=4.35093e+13 3.52573e+14 2.53935e+14 3.58874e+14 5.73118e+14 2.43935e+14 2.82873e+14 2.26646e+14 2.21319e+14 2.02924e+14 1.83632e+14 1.60371e+14 1.51408e+14 1.21894e+14 1.20768e+14 1.14385e+14 1.0971e+14 1.06027e+14 1.02511e+14 9.65028e+13 8.6954e+13 8.47938e+13 1.0635e+14 1.56926e+14 1.27888e+14 8.95648e+13 8.69804e+13 9.41053e+13 2.32543e+14 1.06914e+14
threshold=60.753246850000004 33.882313700000005 61.686687400000004 6426.0000000000009 8009.5000000000009 63.565651350000003 14624.000000000002 54.62357655000001 50.298521650000005 86.169282750000022 59.999510900000011 1.5000000000000002 56.805602900000004 2.5000000000000004 2.5000000000000004 72.839788400000018 63.565651350000003 6.0000000000000009 142.05000000000004 49.485000000000007 50.298521650000005 2.5000000000000004 8.5000000000000018 118.02765200000002 8.5000000000000018 61.78914120000001 34.382014200000008 113.48479755000001 61.78914120000001 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 14 11 -7 17 -3 10 12 -6 -9 -10 -5 -8 -2 20 -15 -12 -4 25 24 -24 26 -13 -23 28 29 -28
right_child=1 2 3 4 5 6 15 9 13 -11 19 21 -14 18 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-38.819023295929732 -49251.96412426747 -64061.959831219414 -56161.299015972429 35904.74054721796 -7867.7357095250773 -64512.302524753359 -32202.066510953609 -94997.979033782831 12716.8288692611 7206.85914461634 -35527.882798453044 42736.070972186208 -7831.0266240194096 37676.543742097965 79452.346703113246 105588.9833480739 -6599.08310892381 -45694.665161796496 -64085.046119828316 -74880.390427227641 2469.0093324661052 30673.50590764478 -7562.2998510219131 37894.857384336465 -196247.46805555557 -24524.610662478561 17162.249360699858 26832.368571412804 -98224.720762944518 -74902.294404296888
leaf_weight=4017125 1619 332 260 2100 6412 993 97 219 9381 1459 1307 241 2212 3358 914 159 961 515 102 1191 9337 4542 3664 958 27 1109 1274 1555 241 140
leaf_count=4017125 1619 332 260 2100 6412 993 97 219 9381 1459 1307 241 2212 3358 914 159 961 515 102 1191 9337 4542 3664 958 27 1109 1274 1555 241 140
internal_value=0 2751.3 4473.68 586.726 8283.11 2536.15 -40348.8 -10806.7 16549.7 -25552.5 -35249.4 5192.66 -15683.6 18633.9 49110.6 53379.1 -33364.6 -1491.45 34676.6 -54290.4 880.609 11282.6 13873.6 1859.59 21011.8 -12517.3 21768.5 9168.4 -7428.26 8046.95
internal_weight=0 56679 54099 40926 24426 21412 1249 16500 13173 6388 4929 20163 2431 12841 3014 256 2580 10112 3460 2498 9597 13751 12401 4622 7779 1350 7752 3210 1655 1414
internal_count=4073804 56679 54099 40926 24426 21412 1249 16500 13173 6388 4929 20163 2431 12841 3014 256 2580 10112 3460 2498 9597 13751 12401 4622 7779 1350 7752 3210 1655 1414
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 4 1 1 1 0 6 1 4 0 2 5 1 0 4 0 0 6 6 1 6 7 1 0 7 4
split_gain=3.96868e+13 3.44855e+14 3.19703e+14 2.21801e+14 2.51896e+14 3.95201e+14 2.22744e+14 2.16475e+14 4.72124e+14 2.33623e+14 2.16053e+14 2.0668e+14 7.90177e+14 5.11282e+14 2.41688e+14 3.92104e+14 4.47632e+14 8.92942e+14 6.61504e+14 5.5809e+14 4.57356e+14 3.88986e+14 3.31104e+14 3.21387e+14 3.78547e+14 3.64079e+14 3.56294e+14 3.20737e+14 3.05348e+14 6.96542e+14
threshold=451.00000000000006 39.652459050000012 56.385857200000011 54.431501800000014 54.86311005000001 16.500000000000004 38.657016300000002 37.290808600000013 38.166910000000009 56.520242650000007 66.010000000000005 36.865631950000008 16.500000000000004 55.418618900000006 75.000000000000014 1.5000000000000002 38.657016300000002 55.123213100000008 16.500000000000004 55.348830750000012 56.342669500000007 45.305000000000007 42.605000000000011 38.011626600000007 64.805000000000021 6.0000000000000009 38.066230450000006 54.94110555000001 6.0000000000000009 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 -1 9 10 -4 -9 12 13 -6 -13 21 18 -18 19 23 22 -16 -20 24 -17 27 -27 -25 -21 -30
right_child=-2 -3 7 4 11 -7 -8 8 -10 -11 -12 14 -14 -15 15 16 17 -19 20 28 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=245811.31395089289 -139.38096697314742 -53452.175271798813 -69307.554455566409 -28898.359633747357 20047.55693902183 136321.69421093751 -96958.926712740387 -60592.827237068144 3845.5294014800684 16856.645463498106 -167048.51399038811 -724.83887808753445 72419.390367806307 -23122.179854482358 779.16087886449623 -8505.5603399027223 30375.823783248547 -20512.467602121473 42736.391358570865 16537.239253931024 -89385.153484623021 -17143.75068030992 -272.0466599617493 37443.491446326057 -61143.699747541097 -194429.96647727274 152285.33597508594 -26274.537816345874 -21245.913723135549 19956.036511224243
leaf_weight=70 3396489 1174 384 4156 3420 150 26 1624 1408 1743 216 290366 1111 13869 129911 5966 4495 14806 1834 90127 567 13354 74636 1584 1772 33 291 1576 7337 9309
leaf_count=70 3396489 1174 384 4156 3420 150 26 1624 1408 1743 216 290366 1111 13869 129911 5966 4495 14806 1834 90127 567 13354 74636 1584 1772 33 291 1576 7337 9309
internal_value=0 698.945 792.969 987.621 965.865 -23142.9 152978 -23498.4 -39738.5 1300.91 -73089.8 1121.65 -9329.4 -14582.6 1418.43 3158.74 5865.99 -8661.12 7303.64 12009.4 95.9628 -891.467 759.436 -9204.25 -20559.7 16016.3 116972 5665.13 14239 1795.6
internal_weight=0 677315 676141 670766 670670 4306 96 5375 3248 2127 1840 666364 18400 17289 647964 357598 214333 19301 195032 117995 77037 143265 76470 11222 7738 3484 324 3160 106773 16646
internal_count=4073804 677315 676141 670766 670670 4306 96 5375 3248 2127 1840 666364 18400 17289 647964 357598 214333 19301 195032 117995 77037 143265 76470 11222 7738 3484 324 3160 106773 16646
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 6 0 1 0 2 0 0 1 7 6 0 1 6 0 0 6 0 4 6 4 6 3 6 1
split_gain=4.23353e+13 3.78013e+14 1.31823e+15 4.20268e+14 1.79401e+15 7.82495e+14 5.86094e+14 5.74255e+14 5.34194e+14 5.45697e+14 1.39535e+15 5.45637e+14 5.25966e+14 8.00005e+14 6.9272e+14 5.1405e+14 3.8418e+14 5.57256e+14 3.62265e+14 3.5934e+14 7.63243e+14 3.32314e+14 3.28291e+14 8.04852e+14 3.2084e+14 3.16308e+14 4.44856e+14 4.10306e+14 3.58716e+14 3.01898e+14
threshold=37.682335600000009 37.740454950000007 55.93962770000001 55.728148450000006 55.667390500000003 55.676890650000011 68.515000000000015 55.696737300000009 37.71815560000001 55.579943700000008 75.000000000000014 55.633951400000008 55.60524465000001 37.729575300000008 6.0000000000000009 39.995000000000012 55.812023600000011 37.71815560000001 61.805000000000007 55.775215600000003 55.759969450000007 53.310000000000009 55.850146250000009 25.500000000000004 61.425000000000004 17.500000000000004 89.00500000000001 11.500000000000002 104.01000000000001 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 -10 12 -2 13 21 -15 -9 19 22 -12 20 -5 -11 -18 25 -14 -24 -27 28 -28 -3
right_child=1 29 -4 16 5 7 -8 15 9 10 18 -13 24 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=614.429505616352 -10039.656437035104 14350.548106079668 -72769.673404233487 25583.723404604199 -88678.247257207506 7711.9317483125069 -244409.80628372301 -3688.1494406612665 -12370.914354734585 5107.9085376203975 167547.97705163044 -88296.064972574706 16010.471186866991 26762.474075404578 315329.95589176833 -97058.129329901654 -58378.970193283858 18640.653303193027 434588.46140109887 46082.264303083757 -46519.056659575035 75309.106054040589 3957.6516209833289 138217.54589621173 -43564.430339438935 -40825.454435136082 -164090.50792085833 91114.801113489433 96271.458763177725 -81.627067196746083
leaf_weight=879340 8596 14562 2978 5598 1849 1829 278 894 5356 1503 115 994 3976 140 205 1732 1668 6679 91 3329 1990 1223 4650 351 1170 5326 146 516 83 3116637
leaf_count=879340 8596 14562 2978 5598 1849 1829 278 894 5356 1503 115 994 3976 140 205 1732 1668 6679 91 3329 1990 1223 4650 351 1170 5326 146 516 83 3116637
internal_value=0 -169.134 -7822.07 -4613.85 -13016.7 -59132.3 -109032 -35307.9 -27.9586 12585.4 28454.5 -18150.9 22010.1 54760.5 198230 -65271.1 3682.33 -4755.42 285512 18691.3 6674.32 36603.2 -17020.9 -10790.3 2465.46 -15668.8 -30701.3 41675.9 -69723.5 -14.5086
internal_weight=0 3.19446e+06 63265 60287 29951 6582 2127 4455 23369 13779 8423 9590 8217 3071 345 2626 30336 19419 206 10917 7588 2726 12740 11072 5146 10721 6071 745 229 3.1312e+06
internal_count=4073804 3194464 63265 60287 29951 6582 2127 4455 23369 13779 8423 9590 8217 3071 345 2626 30336 19419 206 10917 7588 2726 12740 11072 5146 10721 6071 745 229 3131199
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 1 0 2 6 7 6 6 4 4 6 5 5 6 0 4 1 0 0 6 2 0 0
split_gain=3.90163e+13 6.64969e+14 3.85445e+14 6.34853e+14 3.77257e+14 5.88782e+14 4.88627e+14 6.94525e+14 6.26336e+14 6.63231e+14 6.57936e+14 5.41488e+14 5.40793e+14 4.46898e+14 4.17383e+14 3.69452e+14 4.95038e+14 4.58683e+14 9.33247e+14 4.3995e+14 5.95387e+14 3.40951e+14 3.37162e+14 5.36312e+14 4.6042e+14 3.95377e+14 3.30608e+14 3.272e+14 3.45045e+14 4.06843e+14
threshold=57.174562350000009 57.14107305000001 65.534455000000023 65.64204770000002 56.805602900000004 65.593879100000024 39.843340650000009 59.699368850000006 39.908802000000009 57.60122925000001 4137.5000000000009 108.05000000000001 6.0000000000000009 48.810000000000009 114.05000000000001 5.5000000000000009 9.5000000000000018 76.00500000000001 3.5000000000000004 1.5000000000000002 45.305000000000007 59.764576050000009 7.5000000000000009 30.389265100000003 61.78914120000001 59.848366150000011 71.030000000000015 3338.0000000000005 59.963561900000009 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 -2 9 -8 11 -10 13 -11 -6 -9 17 19 22 20 -17 -18 24 25 -19 -24 -4 28 29 -21
right_child=4 2 3 -5 5 -7 8 15 10 12 -12 -13 -14 -15 -16 16 21 18 -20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.9096972370381007 -12519.636521030385 1598.5515096879737 23985.032135653411 -8709.2196352693209 -15299.89061815865 4018.4885903269915 204.58641984635125 6604.1715192413749 -8489.5776869639467 24288.041549841819 8097.9791681479828 -114957.44000731419 8732.2154886889293 71078.514274050365 -140788.70131086142 -8981.6019334362172 -36532.569531814428 -5391.8924085514309 -42552.763093443995 -20705.299949075907 36465.699713446571 942.03385475490563 -42969.791890862085 -27733.854190166028 409742.36452546297 68879.66535356747 57090.043203212939 6062.2589910165952 -40048.606158541057 30927.329962246396
leaf_weight=3436246 49982 13793 10015 4609 36255 23715 9059 69605 27958 3599 61205 486 4822 4716 267 17399 2452 2543 2483 18788 3455 246301 346 863 27 3650 4317 4231 8956 1661
leaf_count=3436246 49982 13793 10015 4609 36255 23715 9059 69605 27958 3599 61205 486 4822 4716 267 17399 2452 2543 2483 18788 3455 246301 346 863 27 3650 4317 4231 8956 1661
internal_value=0 129.222 14314.7 23574.6 -741.156 -8250.57 89.4641 -1433.36 5981.45 21020.9 2257.87 -10308.7 35375.3 50826.1 -16217.3 14.3238 -1450.4 -9264.41 10522.8 -12863.8 -1452.09 572.64 28262.3 43755.7 -1030.56 59195 33956.7 -19939 -23680.2 -16511.4
internal_weight=0 3.46898e+06 32734 18941 604824 60237 544587 432742 111845 22196 89649 28444 13137 8315 36522 382760 313155 64402 9912 54490 20854 248753 7429 4859 2570 3996 14332 33636 29405 20449
internal_count=4073804 3468980 32734 18941 604824 60237 544587 432742 111845 22196 89649 28444 13137 8315 36522 382760 313155 64402 9912 54490 20854 248753 7429 4859 2570 3996 14332 33636 29405 20449
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=4 4 7 0 0 5 1 2 4 0 0 1 1 4 1 1 5 1 7 2 0 0 0 1 0 1 2 2 0 1
split_gain=3.87732e+13 1.97673e+14 4.06578e+14 3.14786e+14 8.37424e+14 4.47095e+14 4.24536e+14 3.23302e+14 3.12549e+14 3.06025e+14 9.42677e+14 7.59546e+14 1.71782e+15 4.23876e+14 3.55809e+14 3.31339e+14 3.30901e+14 3.03729e+14 2.65751e+14 3.58762e+14 3.0005e+14 4.28935e+14 2.92818e+14 2.98062e+14 2.89537e+14 3.09923e+14 2.2577e+14 2.9498e+14 9.91205e+14 3.1676e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 60.05226170000001 60.01610465000001 2.5000000000000004 30.323041000000003 3338.0000000000005 13.500000000000002 59.864072000000007 59.882709350000006 30.389265100000003 30.425503950000003 11.500000000000002 34.382014200000008 30.330566300000005 2.5000000000000004 30.330566300000005 6.0000000000000009 75.000000000000014 59.764576050000009 59.990753350000013 60.002985000000002 30.242318500000007 59.933037250000005 30.345769800000003 9651.0000000000018 2911.0000000000005 43.6005307 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 18 14 -11 13 16 15 17 -12 -13 -8 19 -3 -21 24 23 -23 25 -22 27 28 29 -16
right_child=1 8 3 7 5 -7 9 -9 -10 10 11 12 -14 -15 26 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=238.73481391844163 -6986.3813158019739 78525.263566778653 -18509.078072902877 -86634.233820797526 49932.2266234825 183338.07849896792 104058.08134524924 -4865.3901463704078 -279.84362041306804 174693.90547342255 -9699.2361758048082 170870.0910273651 -37649.973708244775 15089.793366612661 85568.268569075735 -135333.28256773177 348930.30456710188 -47681.632796082631 1943.8675484813598 7429.4678643295429 -11449.86312013126 23357.409028552829 26394.031317628549 -152021.07883705906 101312.54697725306 95907.099518058632 30675.199757999566 -9335.5000429640859 7570.5466936944649 245360.97652942679
leaf_weight=2547999 113079 927 7628 747 1572 299 142 1371 1321803 418 456 366 510 2341 319 389 146 1857 25607 12752 694 168 841 229 1154 439 3465 10644 15239 203
leaf_count=2547999 113079 927 7628 747 1572 299 142 1371 1321803 418 456 366 510 2341 319 389 146 1857 25607 12752 694 168 841 229 1154 439 3465 10644 15239 203
internal_value=0 -398.672 -3710.43 3989.12 5724.9 71251.5 2946.3 -33704.5 -7.48031 7430.79 31465.7 17238.2 92251.3 -6824.32 3941.95 -67535.5 221645 -36902.7 8401.82 18014.1 14567.8 40391.6 -7020.52 -77805.5 66056.7 30147.4 6675.41 3526.04 12211.9 147710
internal_weight=0 1.5258e+06 161191 48112 45994 1871 44123 2118 1.36461e+06 36495 4626 4208 1022 3186 31869 845 512 1999 42811 17204 16277 3525 1238 397 2287 1133 29870 26405 15761 522
internal_count=4073804 1525805 161191 48112 45994 1871 44123 2118 1364614 36495 4626 4208 1022 3186 31869 845 512 1999 42811 17204 16277 3525 1238 397 2287 1133 29870 26405 15761 522
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=6 5 6 4 0 1 0 4 4 6 6 6 1 2 4 4 1 1 0 0 0 4 0 0 6 3 1 3 6 0
split_gain=3.83656e+13 1.46533e+14 2.67214e+14 3.31466e+14 3.53842e+14 2.638e+14 2.07566e+14 1.86224e+14 1.90147e+14 1.56812e+14 1.85404e+14 1.45488e+14 2.19137e+14 1.37894e+14 1.07223e+14 2.46154e+14 3.2244e+14 2.73569e+14 4.58366e+14 2.80453e+14 2.55874e+14 2.27346e+14 2.07029e+14 2.8266e+14 2.4648e+14 1.83572e+14 2.38954e+14 1.90053e+14 2.56666e+14 3.00286e+14
threshold=97.020000000000024 1.5000000000000002 120.05000000000001 9.5000000000000018 56.850115550000005 37.780517050000007 55.214863500000007 14.500000000000002 18.500000000000004 114.05000000000001 103.03500000000001 168.45000000000002 38.247071200000008 75.000000000000014 24.500000000000004 20.500000000000004 30.084656550000002 82.895858600000011 55.046782850000007 55.061158000000006 60.01610465000001 21.500000000000004 45.029425500000009 54.810424650000009 118.04500000000002 4.5000000000000009 30.330566300000005 22.500000000000004 128.05000000000004 44.878071950000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -5 -9 10 -6 -4 -13 -3 15 -15 -17 20 -19 -20 25 -21 -16 24 -24 26 -18 28 -27 -30
right_child=1 13 11 5 9 -7 -8 8 -10 -11 -12 12 -14 14 22 16 17 18 19 21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=58.120549605882935 -148499.88511914038 15285.195254352078 69031.216377414501 38238.007432432431 16552.414046748992 57113.899320456519 -363864.90287422843 -287993.40488281252 -70091.337096597548 237813.68687500001 -315884.68790760869 -111750.51252795281 14067.821734375 -2441.2507040436494 -98796.73121810134 -175339.5319917486 111026.666015625 40502.772264370855 -120385.16766127787 301641.81692708336 -37568.497848876956 -21998.167703744493 4342.5279233549782 -17825.550879258379 113180.32126984127 28368.343858943736 -26841.773485921225 -40144.303118311414 -141297.90897090518 92129.668211036405
leaf_weight=3932741 100 4860 254 74 62 217 81 64 107 20 23 188 525 117270 274 89 144 584 505 24 650 227 613 6305 315 5008 990 326 58 1106
leaf_count=3932741 100 4860 254 74 62 217 81 64 107 20 23 188 525 117270 274 89 144 584 505 24 650 227 613 6305 315 5008 990 326 58 1106
internal_value=0 -1620.36 -30672.6 -75553.3 -160160 -23177.5 -244879 -94292.8 -151645 -14122.1 -73401.2 4043.89 -19107.3 -1262.81 -1860.8 -1174.26 14125.9 15878.4 -26041.1 -77445.4 22660.8 8947.49 -13473.6 -10241.4 41286.4 27790.4 -9334.67 34269.3 38199.7 80498.4
internal_weight=0 141063 1715 748 286 462 181 245 171 105 85 967 713 139348 134488 126981 9711 9622 1340 756 8282 251 7507 7233 928 7632 1134 6498 6172 1164
internal_count=4073804 141063 1715 748 286 462 181 245 171 105 85 967 713 139348 134488 126981 9711 9622 1340 756 8282 251 7507 7233 928 7632 1134 6498 6172 1164
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=0 0 2 1 6 6 1 5 4 0 1 1 1 4 6 1 0 6 4 4 3 0 4 6 1 0 1 1 2 4
split_gain=3.70979e+13 2.72902e+14 3.15867e+14 2.97876e+14 1.96814e+14 2.01679e+14 2.79227e+14 2.17834e+14 2.81926e+14 1.83995e+14 2.96879e+14 2.86824e+14 3.61119e+14 3.14058e+14 3.54606e+14 2.20321e+14 3.1826e+14 3.54708e+14 2.16982e+14 1.93022e+14 2.38627e+14 1.89663e+14 3.22095e+14 2.56521e+14 1.99881e+14 1.81149e+14 2.93281e+14 2.99345e+14 2.79455e+14 2.38147e+14
threshold=45.015054600000006 45.029425500000009 2892.5000000000005 38.977585500000011 247.90000000000001 64.405000000000015 38.948208550000011 1.5000000000000002 14.500000000000002 44.685196900000008 41.912736000000002 38.066230450000006 37.924401400000008 4.5000000000000009 81.705000000000013 37.442254400000003 45.001720900000002 64.805000000000021 17.500000000000004 7.5000000000000009 5.5000000000000009 44.601833250000006 11.500000000000002 99.050000000000011 38.011626600000007 44.046956350000009 39.625203600000013 39.231261550000006 11703.500000000002 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=9 2 3 4 5 -2 -7 8 -8 11 15 12 -1 14 -14 -11 17 -17 -18 20 -15 22 -21 -24 -23 26 27 -13 -27 -29
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12 25 13 19 -16 16 18 -19 -20 21 -22 24 23 -25 -26 28 -28 29 -30 -31
leaf_value=4154.4626571163735 14291.619520737593 3.1640529596218894 -15351.663690336285 6724.0721774931335 -275871.90029761905 -3047.9946976380434 459638.97026209673 56835.106843297268 36501.267623901367 3770.7494185468577 -27165.083664751666 -78898.882644841346 184045.21336386143 27066.417182085333 -46016.709004125703 -6878.2338243017412 7984.3213915827773 -28978.499725618924 -11036.989189142976 61538.004184485908 -53123.811506570171 133529.95497091542 372280.6731933594 83214.099933792371 -32669.833658854172 -10647.345024773223 766.748005604799 42092.584659755135 17142.62190576896 346444.62409855775
leaf_weight=11122 3825 3769902 4454 19351 21 885 31 3022 32 32700 5371 211 271 2286 89 37099 19868 9030 8590 940 443 92 64 59 339 27625 109591 2301 4164 26
leaf_count=11122 3825 3769902 4454 19351 21 885 31 3022 32 32700 5371 211 271 2286 89 37099 19868 9030 8590 940 443 92 64 59 339 27625 109591 2301 4164 26
internal_value=0 80.7615 9332.04 13378.9 29855.1 30678.7 46467.3 60671.8 244712 -1127.57 -4221.86 1056.3 13888.4 37510.7 127169 -3073.28 -6073.8 -11204.5 2242.77 29867.6 14049.1 58762.4 81450 233623 2806.69 -343.997 1545.04 35151.7 -7007.17 45493.2
internal_weight=0 3.80152e+06 31621 27167 7816 7795 3970 3085 63 272281 112658 159623 15705 4583 360 107287 74587 46129 28458 4223 2729 1494 1063 123 431 143918 112129 2538 31789 2327
internal_count=4073804 3801523 31621 27167 7816 7795 3970 3085 63 272281 112658 159623 15705 4583 360 107287 74587 46129 28458 4223 2729 1494 1063 123 431 143918 112129 2538 31789 2327
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=6 5 1 1 4 6 2 0 6 6 7 5 6 4 0 0 4 4 0 4 1 4 0 0 6 6 4 7 0 4
split_gain=3.69649e+13 1.0223e+14 6.62561e+13 9.20281e+13 8.74493e+13 7.17671e+13 7.39659e+13 5.32805e+13 5.17775e+13 2.25023e+14 1.72744e+14 2.73275e+14 1.93042e+14 1.50826e+14 1.3392e+14 1.64983e+14 1.23887e+14 1.21982e+14 1.2086e+14 1.91727e+14 1.16365e+14 1.12862e+14 1.36967e+14 1.11103e+14 9.44117e+13 9.34427e+13 1.45561e+14 9.92992e+13 1.64043e+14 1.81019e+14
threshold=19.050000000000004 1.5000000000000002 30.452677500000004 30.205407000000005 6.5000000000000009 15.450000000000001 75.000000000000014 45.047736150000013 33.57500000000001 32.515000000000008 6.0000000000000009 1.5000000000000002 25.305000000000003 4.5000000000000009 54.94110555000001 57.174562350000009 8.5000000000000018 10.500000000000002 55.840017500000009 22.500000000000004 36.865631950000008 22.500000000000004 56.342669500000007 55.737027400000009 29.715000000000003 36.005000000000003 8.5000000000000018 6.0000000000000009 59.864072000000007 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 -3 -5 6 -4 -8 9 10 11 13 -13 -2 -15 20 -11 -17 -12 -20 -16 -14 -23 -18 -19 26 27 -10 -29 -30
right_child=8 2 5 4 -6 -7 7 -9 25 16 18 12 21 14 15 17 23 24 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-7691.3946937441688 -3918.4362217675534 -61749.294285534277 82100.91966543952 246601.85261718754 41176.953197674418 -63168.938078631101 32661.650702942072 1829.2472754905693 -4508.3990458607077 833.01883742992868 -8154.7615532563768 -49390.990772256802 -7220.5175762135013 -734.78434012195339 -17601.513301295588 -4323.1612644042789 4361.2926888520451 -10477.211594983119 7785.1240188703514 -12388.96563001631 6216.4526183649186 140233.37508496092 -108384.61143028847 13626.507091381121 18765.567619310568 38.513245262995106 -513.26945316199362 -12967.871645061641 -29519.482895524823 -165074.82897591149
leaf_weight=16570 44875 31 139 40 43 137 694 2913 61758 32364 39737 1529 6066 89215 2086 30813 27544 1475 14367 7009 123059 25 195 24414 4390 3339806 194794 7279 287 150
leaf_count=16570 44875 31 139 40 43 137 694 2913 61758 32364 39737 1529 6066 89215 2086 30813 27544 1475 14367 7009 123059 25 195 24414 4390 3339806 194794 7279 287 150
internal_value=0 -4228.73 10126.1 85267.1 140177 7920.08 10520 7761.51 21.4575 1033.89 -42.159 933.894 -17523.7 1421.36 2375.88 4090.83 5689.68 -1807.15 -4893.09 1170.22 5819.44 -9772.32 -80132.6 8714.83 11411.2 -104.718 -1914.87 -5844.72 -16540.5 -76048.8
internal_weight=0 20567 3997 114 83 3883 3746 3607 4.05324e+06 449163 364841 303728 7815 295913 251038 161823 84322 36678 61113 21376 125145 6286 220 51958 5865 3.60407e+06 264268 69474 7716 437
internal_count=4073804 20567 3997 114 83 3883 3746 3607 4053237 449163 364841 303728 7815 295913 251038 161823 84322 36678 61113 21376 125145 6286 220 51958 5865 3604074 264268 69474 7716 437
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 6 1 4 1 1 1 6 0 0 0 0 6 4 1 1 4 7 1 1 0 0 1 0 1
split_gain=3.83699e+13 5.64305e+14 5.50555e+14 6.43993e+14 9.03846e+14 1.49773e+15 7.16652e+14 6.35188e+14 5.28889e+14 4.78724e+14 6.5084e+14 4.74299e+14 9.43383e+14 6.78781e+14 5.98671e+14 5.24848e+14 4.94634e+14 5.32287e+14 4.91491e+14 4.71344e+14 4.52206e+14 4.17033e+14 4.01724e+14 3.42959e+14 1.02645e+15 7.42407e+14 5.31157e+14 4.54068e+14 4.52997e+14 4.87111e+14
threshold=50.298521650000005 49.095306150000006 45.71452080000001 43.932356550000009 56.309668500000008 56.342669500000007 65.00500000000001 43.997056950000008 19.500000000000004 54.62357655000001 53.67029225000001 49.147669400000005 79.015000000000015 57.892117950000006 55.768246800000007 55.79439725000001 55.81943720000001 58.305000000000007 5.5000000000000009 53.187400150000009 43.997056950000008 9.5000000000000018 6.0000000000000009 56.805602900000004 60.307188350000011 53.506098950000009 54.762682300000009 60.66055595000001 56.858606850000008 60.590708550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 6 -6 -7 20 10 19 12 13 15 -14 22 17 -17 -16 -2 -8 -5 -3 25 -25 -11 -27 28 -26 -30
right_child=9 11 -4 4 5 7 8 -9 -10 23 -12 -13 14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=-88.606037965149881 -7570.2373590921043 13658.287538639575 -6173.1820698201136 -1761.2754649980486 28942.487347301056 34875.103558580638 47823.327698892463 -71846.291819892387 -127150.50703607127 -19042.756347745384 -25135.944001945434 3260.4602265713056 -97631.888670191285 153771.63191294728 141659.0041356585 39451.356568996889 14992.826631843236 159521.07404662351 52053.456545021276 7206.0132421782173 116261.15130344179 15122.864981458995 -18716.631869433109 -14885.849155196584 9987.1185661550771 18823.772281137681 2610.2105634819127 -361.20221474941468 -14501.055491558842 8225.8823601850036
leaf_weight=2101197 79465 7047 142341 42706 7983 819 1694 1748 119 10571 16029 125942 232 324 737 1436 9843 497 3613 29640 2245 22251 8403 46478 86342 33590 50707 1202082 18880 18843
leaf_count=2101197 79465 7047 142341 42706 7983 819 1694 1748 119 10571 16029 125942 232 324 737 1436 9843 497 3613 29640 2245 22251 8403 46478 86342 33590 50707 1202082 18880 18843
internal_value=0 245.88 -147.511 245.792 9076.77 31552 46336.3 -37796.9 80554 -383.06 -6320.32 6027.27 16871.8 9884.02 58887.2 8171.7 24075.1 70322.9 67234.9 -3556.05 86828.9 4022.38 -3949.9 123.213 -278.686 5938.2 9070.86 233.257 5993.05 -3148.73
internal_weight=0 2.48118e+06 2.3231e+06 2.18076e+06 79565 14608 12041 2567 4058 1.59263e+06 125134 158074 32132 27550 4582 27226 11776 1933 4350 109105 3939 64957 15450 1.46749e+06 1.37262e+06 94868 84297 1.32615e+06 124065 37723
internal_count=4073804 2481177 2323103 2180762 79565 14608 12041 2567 4058 1592627 125134 158074 32132 27550 4582 27226 11776 1933 4350 109105 3939 64957 15450 1467493 1372625 94868 84297 1326147 124065 37723
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 1 2 0 4 0 1 1 1 6 6 0 0 4 4 1 1 6 4 1 6 2 6 7 0 1
split_gain=4.62148e+13 1.89868e+14 2.26119e+14 4.02136e+14 6.51387e+14 4.61923e+14 3.99391e+14 6.50271e+14 3.63024e+14 3.11983e+14 2.79378e+14 4.13499e+14 3.38516e+14 3.61335e+14 2.68757e+14 2.63108e+14 4.59549e+14 4.05193e+14 3.44414e+14 3.19604e+14 3.01686e+14 3.30975e+14 3.01136e+14 2.74625e+14 2.56333e+14 2.41415e+14 2.84454e+14 3.31148e+14 6.69831e+14 3.60897e+14
threshold=10.500000000000002 37.873748150000004 55.071632200000003 55.061158000000006 82.918694400000007 82.911604200000014 7912.5000000000009 55.173955500000005 16.500000000000004 55.183288250000011 61.29689960000001 61.335446300000008 61.381045500000006 138.05000000000004 42.205000000000005 56.802121050000004 56.850115550000005 11.500000000000002 16.500000000000004 60.636764050000004 60.549354600000008 56.505000000000003 31.500000000000004 39.843340650000009 59.245000000000012 2828.5000000000005 55.405000000000008 6.0000000000000009 53.888505650000006 39.231261550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 7 10 -7 -9 -4 -12 -13 -14 -11 -16 17 -17 -18 20 -19 -22 -23 -20 -8 26 -3 28 -28 -29
right_child=1 2 6 4 -6 8 24 9 -10 14 11 12 13 -15 15 16 18 19 23 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=260.63970063116994 907.45761984045282 -471.13973439856267 58019.158106238734 43639.422107104125 -7859.699780405419 -24745.800303557982 -9699.5634264908422 -38853.513198428751 211135.93215667974 1040.9619719366074 -39606.134234005069 64755.927219176461 15454.974222176421 -169280.19321513048 -7644.1635629930461 113224.40289945091 -10606.399939124072 -12025.036336782805 -36226.697225137745 -14405.097869471005 332.25818825782568 42428.167506767641 -7119.4153284622098 5354.9106335589931 -35550.518876678114 -1074.0301506721048 -24802.382201420594 40511.939809723386 28175.704426245557 9783.7372477846675
leaf_weight=2547999 623081 31912 1950 2577 2873 83 12105 2434 305 114445 1148 1619 3698 109 138763 391 40862 2963 1675 4121 4249 7435 1469 30691 5615 463903 5283 6587 4353 9106
leaf_count=2547999 623081 31912 1950 2577 2873 83 12105 2434 305 114445 1148 1619 3698 109 138763 391 40862 2963 1675 4121 4249 7435 1469 30691 5615 463903 5283 6587 4353 9106
internal_value=0 -435.252 -1362.02 -25.617 26074.1 58954.9 -3236.34 -2511.02 160677 -3176.59 24778.3 14918.3 26454.3 10165.7 -2926.38 -4878.25 -788.942 12395 -4502.8 10446.9 16801.7 23295.6 34253.7 3202.99 -17891 -317.993 5809.22 13721.8 -869.878 22681.6
internal_weight=0 1.5258e+06 902724 526982 5838 2965 375742 358022 388 349498 8524 6574 5426 3807 347064 232619 93856 20628 73228 20237 16116 13153 8904 32366 17720 521144 57241 25329 9636 15693
internal_count=4073804 1525805 902724 526982 5838 2965 375742 358022 388 349498 8524 6574 5426 3807 347064 232619 93856 20628 73228 20237 16116 13153 8904 32366 17720 521144 57241 25329 9636 15693
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 0 0 4 4 6 6 4 4 0 0 1 1 0 5 4 5 4 0 0 6 1 7 1 7 4
split_gain=4.664e+13 9.91487e+13 7.8601e+14 5.10082e+14 3.65213e+14 3.93507e+14 3.24628e+14 3.18479e+14 3.97635e+14 3.64936e+14 3.07048e+14 2.675e+14 3.16059e+14 3.23055e+14 3.31248e+14 2.67909e+14 3.01569e+14 2.95101e+14 2.44125e+14 2.41784e+14 2.5147e+14 2.34297e+14 2.3411e+14 3.03665e+14 3.36447e+14 2.23279e+14 2.90031e+14 2.03377e+14 2.02507e+14 2.00274e+14
threshold=100.05000000000001 56.850115550000005 56.818587550000011 57.14107305000001 56.385857200000011 56.309668500000008 56.020150250000007 3.5000000000000004 6.5000000000000009 118.04500000000002 142.05000000000004 14.500000000000002 10.500000000000002 57.174562350000009 57.15297970000001 39.908802000000009 39.843340650000009 57.719618750000002 2.5000000000000004 17.500000000000004 3.5000000000000004 26.500000000000004 59.982409200000006 60.034792100000011 112.00500000000001 65.534455000000023 6.0000000000000009 30.157841000000001 6.0000000000000009 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 29 5 6 -2 -7 9 -9 -8 12 13 14 25 16 22 -17 -13 28 -21 -6 -15 24 -24 -5 -27 -25 -10 -3
right_child=1 3 -4 11 21 7 10 8 19 -11 -12 18 -14 15 -16 17 -18 -19 -20 20 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=58.316998170278943 -524.00004224051725 -44349.00701753638 52099.217122128197 -75423.946632319348 -45442.420457493572 -97191.505131740196 -16499.652339942837 11308.049646979598 19946.146743508365 172829.44270990213 -88848.635486156272 -88611.693566814763 37937.38890520826 -13834.430447130682 79444.615605136365 -90443.651689818827 55365.57536292186 -12519.651210738348 -13003.334032964318 190866.2396235319 -44855.971105769233 38267.117047954358 -29706.988593947288 -102198.1346639918 95403.777048647375 8451.5219604043414 253511.22231721698 10726.223302221382 -104863.43372656249 46695.459741115948
leaf_weight=3956282 78831 4035 2767 301 2784 153 2937 211 975 415 733 459 2551 6691 953 721 913 1491 6134 149 65 380 297 221 778 544 53 573 150 257
leaf_count=3956282 78831 4035 2767 301 2784 153 2937 211 975 415 733 459 2551 6691 953 721 913 1491 6134 149 65 380 297 221 778 544 53 573 150 257
internal_value=0 -1963.19 -377.949 -7285.15 -2032.08 -784.831 -1877.47 41775.9 52596.2 118387 -30949.7 -1302.81 5649.75 -435.191 38380.2 -6583.87 733.041 -37918.9 -18267.1 21838.2 119268 -35388.8 -5094 26196.6 60838.3 -5199.2 30207.2 -20704.9 3304.87 -38897.4
internal_weight=0 117522 90550 26972 87783 84619 82501 2118 1965 626 3670 22680 16087 13536 1851 11685 9473 2212 6593 1339 214 3164 8560 1869 1075 898 597 794 1125 4292
internal_count=4073804 117522 90550 26972 87783 84619 82501 2118 1965 626 3670 22680 16087 13536 1851 11685 9473 2212 6593 1339 214 3164 8560 1869 1075 898 597 794 1125 4292
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 1 0 0 0 7 4 0 0 1 6 7 6 3 0 4 1 6 1 1 1 4 2 4 1 0
split_gain=4.15247e+13 3.00209e+14 6.1723e+14 5.2484e+14 6.5101e+14 4.64718e+14 4.65328e+14 4.7112e+14 1.28068e+15 3.92095e+14 3.52689e+14 4.39027e+14 3.0621e+14 3.25799e+14 3.05693e+14 2.77728e+14 2.71535e+14 2.66723e+14 3.55099e+14 2.66556e+14 2.64045e+14 2.63196e+14 2.527e+14 3.08871e+14 2.92942e+14 3.76537e+14 2.76998e+14 2.49238e+14 2.4743e+14 4.18911e+14
threshold=68.00500000000001 82.901648750000021 82.941727000000014 55.013931500000005 55.014210500000011 82.918694400000007 55.029726000000004 55.102137100000007 55.111813300000001 6.0000000000000009 6.5000000000000009 55.046782850000007 55.029726000000004 82.92647190000001 104.01000000000001 6.0000000000000009 128.05000000000004 1.5000000000000002 45.177967300000006 2.5000000000000004 82.962856350000024 75.010000000000005 65.593879100000024 65.534455000000023 61.438154000000004 23.500000000000004 4395.5000000000009 7.5000000000000009 72.839788400000018 55.080855950000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 14 16 12 13 -12 -6 -13 -7 18 -2 -19 -4 -15 23 24 -21 26 -26 -16 -24 -30
right_child=1 2 20 4 5 10 7 8 -10 -11 11 15 -14 21 27 -17 -18 19 -20 22 -22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=151.81442218027107 7384.753276949973 -13333.070312698284 -10009.156704956446 267129.23493806308 68062.225825580812 17984.321654379226 28617.39127584991 362510.77463709679 -21293.499434900765 416730.78719512199 -28249.297013892879 15630.766131913326 64070.692535979979 113412.66589286433 48931.075843750004 -38208.808076958361 -69850.420892215945 -24477.702845006148 -12808.01049777656 -484.92874312298358 2583.0475456481026 22382.686306320182 -31870.53776488216 14591.873383518141 -9116.2366986580237 115868.37230314809 -46755.589929062146 324762.89490260073 -13140.566764945925 35073.051607795707
leaf_weight=3322544 11063 4232 19756 111 608 587 6513 155 198 41 1087 2221 2301 389 50 1685 879 4801 40925 505347 105997 1731 4803 13373 5756 203 2961 95 11246 2146
leaf_count=3322544 11063 4232 19756 111 608 587 6513 155 198 41 1087 2221 2301 389 50 1685 879 4801 40925 505347 105997 1731 4803 13373 5756 203 2961 95 11246 2146
internal_value=0 -671.419 3353.69 18460.2 25674.2 24228.6 43097.3 34715.7 147232 115575 10944.3 18049.3 36234.9 16262.9 99177.8 -7594.96 -34680.6 -1664.2 -8511.01 -1017.77 604.792 39085.8 -811.42 -411.863 -802.02 -18766.3 -21901.6 229648 -12398.3 -5414.58
internal_weight=0 751260 148636 22883 18651 18540 7660 6866 353 794 10880 9414 5508 3207 753 3906 1466 602624 51988 550636 125753 2120 545835 527640 514267 8920 8717 145 18195 13392
internal_count=4073804 751260 148636 22883 18651 18540 7660 6866 353 794 10880 9414 5508 3207 753 3906 1466 602624 51988 550636 125753 2120 545835 527640 514267 8920 8717 145 18195 13392
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=4 2 0 0 1 4 1 4 0 2 7 6 1 6 6 3 6 1 0 0 0 1 0 1 6 1 4 0 1 1
split_gain=3.9927e+13 1.71557e+14 5.26605e+14 5.00773e+14 5.41715e+14 4.66788e+14 4.44614e+14 3.62098e+14 3.24701e+14 2.95202e+14 2.75039e+14 3.799e+14 3.97283e+14 2.69852e+14 1.97159e+14 2.27826e+14 3.02387e+14 3.2835e+14 2.87248e+14 3.30223e+14 3.20692e+14 2.97509e+14 2.50352e+14 4.5555e+14 3.78848e+14 2.65615e+14 2.47647e+14 2.40406e+14 7.29617e+14 2.39653e+14
threshold=10.500000000000002 2200.0000000000005 51.707269950000004 54.73499850000001 36.593086150000012 17.500000000000004 39.135518400000002 11.500000000000002 55.876067900000002 2343.5000000000005 6.0000000000000009 142.05000000000004 39.178027400000005 90.045000000000016 49.010000000000012 10.500000000000002 128.05000000000004 39.004719500000007 59.825842200000004 58.08467765000001 59.856552950000008 30.157841000000001 45.053967500000006 39.069277450000008 110.01500000000001 37.318079750000003 13.500000000000002 43.6005307 39.763755750000009 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 13 -2 -6 -5 -3 -8 12 -12 -4 -11 16 -16 -18 19 22 26 -22 23 25 27 -17 -20 28 -25 -27
right_child=1 9 3 4 7 -7 10 -9 -10 14 11 -13 -14 -15 15 18 17 -19 20 -21 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=242.26089113906929 -21697.78406684774 -39338.697061219325 3405.4786837627043 72910.403565084111 25788.537529588437 -38807.727990230233 3007.814094480827 638.20796509852926 319024.29205729166 410.2019754614862 62961.853348223645 295710.13107638893 20007.54640008249 -62935.683926284408 -4378.4976439049033 94981.192300646566 51530.269381481972 2326.7564218926882 -29607.390253906251 -35115.38982128998 53177.26529542022 2852.7776113335549 -2642.3626657282366 93895.780673441404 -75622.141545419538 -12635.975848882108 40374.866638985659 -12632.237155267059 -16926.100927092972 20903.161088666096
leaf_weight=2547999 2554 2015 7343 503 5804 6123 4897 417998 60 503549 2796 54 9366 669 329995 435 1974 4334 575 2892 1213 37243 152092 928 781 2511 4193 7198 1651 14059
leaf_count=2547999 2554 2015 7343 503 5804 6123 4897 417998 60 503549 2796 54 9366 669 329995 435 1974 4334 575 2892 1213 37243 152092 928 781 2511 4193 7198 1651 14059
internal_value=0 -404.561 1214.09 496.111 1112.87 -18020.3 17222.4 982.644 99139.2 -1099.19 23031 31057.7 29882.6 -2133.99 -1026.88 -2314.34 -3963.92 17724.3 142.842 -1592.84 7473.11 4440.14 -1053.21 7715.71 -8599.87 17845.7 31935.3 -3246.04 22950.9 15820.7
internal_weight=0 1.5258e+06 458167 438500 424365 14135 19667 423802 563 1.06764e+06 17113 12216 12162 8012 1.06562e+06 562074 336303 6308 225771 182547 43224 38456 179655 27563 10558 17005 4768 9777 2579 16570
internal_count=4073804 1525805 458167 438500 424365 14135 19667 423802 563 1067638 17113 12216 12162 8012 1065623 562074 336303 6308 225771 182547 43224 38456 179655 27563 10558 17005 4768 9777 2579 16570
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=6 1 1 5 1 6 4 4 4 3 1 0 0 4 3 3 1 4 4 6 7 6 0 1 5 6 2 6 0 5
split_gain=4.15533e+13 2.68462e+14 3.10951e+14 2.60282e+14 4.69578e+14 4.1344e+14 3.2793e+14 2.51732e+14 2.4327e+14 3.1914e+14 2.28919e+14 2.22482e+14 3.14822e+14 2.46311e+14 2.33206e+14 2.17843e+14 2.17278e+14 3.18789e+14 4.42749e+14 3.71956e+14 4.09302e+14 2.05088e+14 1.94541e+14 2.52145e+14 1.91291e+14 5.96603e+14 2.46879e+14 3.12484e+14 1.83399e+14 1.90203e+14
threshold=112.00500000000001 37.897576350000001 38.927872750000006 3.5000000000000004 30.277905650000005 118.04500000000002 3.5000000000000004 2.5000000000000004 8.5000000000000018 1.5000000000000002 38.109452700000006 54.73499850000001 59.982409200000006 5.5000000000000009 10.500000000000002 9.5000000000000018 30.242318500000007 4.5000000000000009 5.5000000000000009 125.02000000000002 6.0000000000000009 149.05000000000004 54.707511300000007 30.226173900000003 2.5000000000000004 122.65000000000002 2561.0000000000005 247.90000000000001 44.601833250000006 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 10 7 5 6 -5 -2 9 -6 -3 13 -13 -7 15 -15 17 19 -19 20 -9 -11 -20 -24 25 -4 27 -27 -18 -30
right_child=1 2 24 4 8 11 -8 16 -10 21 -12 12 -14 14 -16 -17 28 18 22 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=41.757391706574509 -165437.87798519738 -9926.8584416674239 -61940.53573289307 167740.80851862981 110701.06119760366 -26312.848991039693 -136350.34447911257 -79002.348406559409 54329.75875251375 -14738.165956792813 -74599.549697462688 -59478.963598739894 81014.1350398137 105946.00417553191 -183725.328125 366994.69898648653 150717.67020228793 136019.10123344348 108426.92701224663 -174836.63097937091 252506.61366525423 43181.912006404309 -26398.956880784735 115899.52525865712 -5750.8144209902093 381898.60440625 43106.576476851362 33393.102601709907 -59442.49382810542 -5823.4489215809526
leaf_weight=4005334 95 1075 614 39 312 211 391 101 3122 1884 1115 684 208 235 24 37 70 412 185 153 59 905 785 148 47338 50 1691 53 748 5726
leaf_count=4005334 95 1075 614 39 312 211 391 101 3122 1884 1115 684 208 235 24 37 70 412 185 153 59 905 785 148 47338 50 1691 53 748 5726
internal_value=0 -2442.71 -5975.73 8655.08 21532.6 -23012.1 -108770 -3569.56 34624.6 14786.1 -42853.8 3346.69 -26718.2 56242 115090 141456 -1736.06 28593.3 47404.4 -63359 43241.6 4056.27 14748.6 -3826.42 -4352.22 23142.2 52262 202571 -10277.8 -12018.5
internal_weight=0 68470 51936 16534 8052 1829 430 8482 6223 3101 2190 1399 892 507 296 272 8387 1843 1530 313 160 2789 1118 933 49746 2408 1794 103 6544 6474
internal_count=4073804 68470 51936 16534 8052 1829 430 8482 6223 3101 2190 1399 892 507 296 272 8387 1843 1530 313 160 2789 1118 933 49746 2408 1794 103 6544 6474
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=0 1 5 6 5 3 6 6 4 0 6 1 3 1 1 4 6 4 0 1 6 0 1 1 1 4 4 0 1 0
split_gain=4.17319e+13 1.94189e+14 1.70784e+14 1.66007e+14 1.72723e+14 1.54423e+14 1.34726e+14 1.20868e+14 1.10408e+14 8.8216e+13 8.54286e+13 7.61887e+13 9.78766e+13 7.32142e+13 6.50721e+13 5.9559e+13 5.86028e+13 1.23975e+14 5.66733e+13 5.3165e+14 2.82536e+14 2.35615e+14 3.5543e+14 9.83355e+14 5.98245e+14 4.99943e+14 4.7694e+14 3.81616e+14 3.66046e+14 4.22565e+14
threshold=43.051287600000009 47.800771000000005 2.5000000000000004 64.015000000000015 1.5000000000000002 4.5000000000000009 149.05000000000004 79.710000000000022 11.500000000000002 42.965693300000005 110.01500000000001 47.386825600000002 9.5000000000000018 47.386825600000002 47.256487700000001 6.5000000000000009 168.45000000000002 9.5000000000000018 45.015054600000006 43.80299105000001 74.015000000000015 45.053967500000006 38.977585500000011 38.97264950000001 38.989878900000008 5.5000000000000009 24.500000000000004 45.036141150000006 38.958307950000012 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 -1 6 8 -5 13 -8 -3 -7 16 -4 -6 -11 -13 -18 19 -2 -21 22 23 28 26 -25 -24 -27 -20 -30
right_child=18 10 5 7 14 11 9 -9 -10 15 -12 12 -14 -15 -16 -17 17 -19 21 20 -22 -23 24 25 -26 27 -28 -29 29 -31
leaf_value=-3135.8790570450064 -585.77670444541297 -17945.427520851768 10356.889927938399 -23183.004624849211 1812.8140111037524 -22217.892319314167 23480.773800872092 3660.7154518872662 -34607.021352190292 104833.16886879833 -93612.057923975532 16893.210426265443 -23751.806441465436 39125.405367470717 26269.926414970181 238318.56521139704 -36559.359494707664 234547.01646959462 -1949.3599336845234 -16428.303983950282 -60516.887106116657 -62.173066310511018 32948.761661617667 -2260.0725800603682 6336.4438374707424 30977.357455354402 152551.38974554511 -60063.569383314243 36271.063879998386 -12687.098622561014
leaf_weight=6899 232170 2423 1278 3927 1445 897 86 2928 280 97 159 2554 660 2874 4402 51 31 37 17539 7266 1817 3702941 5255 3390 57808 509 356 4824 6479 2422
leaf_count=6899 232170 2423 1278 3927 1445 897 86 2928 280 97 159 2554 660 2874 4402 51 31 37 17539 7266 1817 3702941 5255 3390 57808 509 356 4824 6479 2422
internal_value=0 3653.4 6036.83 831.805 7580.83 17571.5 30076.1 -11717.2 26171.6 104027 -22605 3609.6 10668.5 30270.4 20225.7 150832 19332.6 110954 -28.0395 -1514.29 -25248 66.2812 4891.28 -3172.61 9362.35 -32287.2 40537.2 -51374.3 6432.76 22949.3
internal_weight=0 31028 28446 19601 12746 8845 4666 6855 4432 234 2582 4179 3282 4152 5847 148 2622 68 4.04278e+06 241253 9083 3.80152e+06 98582 35163 63419 8723 5611 5333 26440 8901
internal_count=4073804 31028 28446 19601 12746 8845 4666 6855 4432 234 2582 4179 3282 4152 5847 148 2622 68 4042776 241253 9083 3801523 98582 35163 63419 8723 5611 5333 26440 8901
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 1 0 1 0 0 3 4 0 6 6 6 1 0 0 1 4 4 4 0 1 1 1 1 0 1
split_gain=4.05834e+13 9.99038e+13 2.53312e+14 2.77682e+14 4.79003e+14 3.85892e+14 5.39309e+14 2.33028e+14 3.95048e+14 3.05595e+14 2.77422e+14 2.00188e+14 1.96535e+14 2.15693e+14 1.67173e+14 1.53295e+14 1.46089e+14 1.83104e+14 1.78652e+14 1.74092e+14 2.30088e+14 1.9448e+14 2.9807e+14 5.8864e+14 8.66187e+14 4.18675e+14 6.31679e+14 4.11591e+14 2.90399e+14 6.39316e+14
threshold=23.500000000000004 82.911604200000014 55.043091000000011 82.975438000000011 82.95992385000001 82.965501500000016 55.014210500000011 82.941727000000014 55.026775150000006 55.030407050000001 4.5000000000000009 24.500000000000004 55.034466500000008 67.91500000000002 125.02000000000002 87.395000000000024 39.069277450000008 56.904718250000009 57.15297970000001 37.957884500000006 24.500000000000004 25.500000000000004 26.500000000000004 55.79439725000001 37.702956500000006 37.46219940000001 37.517483500000004 37.71815560000001 55.834019500000004 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 11 9 -9 -3 -10 -6 13 -11 15 -12 19 -18 -19 21 -21 -2 23 25 28 -23 -27 -28 -25 -30
right_child=1 2 -4 -5 5 -7 -8 8 10 12 14 -13 -14 -15 -16 -17 17 18 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=89.870914852236893 -3245.9367159373546 11816.737089015798 -6358.3046742261286 -10184.796147321254 170143.50523769829 30631.079372190754 47110.893899510491 14679.478448320038 -96243.370913927269 90735.363576858115 -18325.035383644146 352562.68979366985 43142.557951543014 279594.09541015624 -136812.37111308787 85825.838783565676 -6349.5773320509761 52104.992284301232 4375.9751471918498 248.94027121904801 21562.456302987564 -26437.602258113558 85.308393470931719 -38410.487653817218 -129331.10772326631 286370.65828125004 106931.22659410775 -36080.23424480336 19451.808696018667 249539.42019817076
leaf_weight=3768288 123984 3882 12693 4186 263 1517 476 3808 621 296 919 78 917 76 101 167 80842 928 5062 13373 8153 326 33511 849 429 160 879 261 6636 123
leaf_count=3768288 123984 3882 12693 4186 263 1517 476 3808 621 296 919 78 917 76 101 167 80842 928 5062 13373 8153 326 33511 849 429 160 879 261 6636 123
internal_value=0 -1108.48 4371.59 12240.9 19395.4 60471.2 115878 10507.8 -3595.71 25825 -42086.8 211870 68012.8 129319 -13753.9 -2309.2 -1705.19 -5099.59 11770.4 -143.093 8321.46 -1233.13 4547.11 20020.5 8919 74893.1 100304 74189.1 16714.6 23638.9
internal_weight=0 305516 30000 17307 13121 2334 817 10787 5616 5171 1808 341 1289 372 1187 1086 275516 86832 5990 188684 21526 167158 43174 9663 8037 1626 1300 1140 7608 6759
internal_count=4073804 305516 30000 17307 13121 2334 817 10787 5616 5171 1808 341 1289 372 1187 1086 275516 86832 5990 188684 21526 167158 43174 9663 8037 1626 1300 1140 7608 6759
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=6 6 6 0 6 1 2 4 7 1 3 1 2 0 4 4 5 6 1 6 4 0 1 5 7 5 4 5 0 0
split_gain=3.78822e+13 1.92844e+14 1.88844e+14 2.0887e+14 1.82344e+14 3.55726e+14 1.82782e+14 2.63609e+14 3.34259e+14 2.34275e+14 2.27589e+14 1.81202e+14 3.7414e+14 2.85331e+14 2.58701e+14 2.91696e+14 2.68209e+14 6.23413e+14 5.41341e+14 2.49132e+14 2.22537e+14 1.88094e+14 1.88478e+14 1.79636e+14 1.79599e+14 2.84038e+14 2.16131e+14 1.77895e+14 3.3449e+14 2.82957e+14
threshold=55.015000000000008 49.010000000000012 46.805000000000007 47.319699650000011 59.245000000000012 37.978059650000013 6082.0000000000009 17.500000000000004 6.0000000000000009 83.00362155000002 7.5000000000000009 38.430814800000007 2828.5000000000005 59.848366150000011 7.5000000000000009 16.500000000000004 1.5000000000000002 54.990000000000002 30.242318500000007 50.995000000000012 2.5000000000000004 59.933037250000005 30.084656550000002 2.5000000000000004 6.0000000000000009 2.5000000000000004 27.500000000000004 1.5000000000000002 59.939085000000013 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 8 9 10 -8 12 13 24 19 16 17 -16 -19 27 -13 22 -18 -21 26 -26 -3 28 -15 -30
right_child=4 11 3 -5 -6 6 7 -9 -10 -11 -12 20 -14 14 15 -17 21 18 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-185.32744263998526 -3062.9783485639473 4161.2464381659029 10143.816661883073 1591.2775534500022 -149.22481659803563 7395.8814580594963 -1308.1259781031795 -11382.256312227253 9137.7844415854906 9544.6894129830016 -18229.326893906673 10316.013449903556 11690.67186575991 5427.7278931804904 16869.302450241295 -3061.1841186329684 -112403.24133522727 -448580.46130681824 -12486.07033567267 10377.022562285392 -4391.1916898156951 -41626.616750944289 -5839.8332683911458 -50478.358741772914 -6887.5676841442346 101786.54170273518 70507.948370361337 33223.102877287522 415425.01917613641 106137.77337265015
leaf_weight=1858867 83852 48682 34053 176870 1298203 113965 29679 13463 52569 13096 10856 10727 25319 107 2230 11498 176 55 59 2480 251546 6855 2914 603 23424 243 496 798 55 64
leaf_count=1858867 83852 48682 34053 176870 1298203 113965 29679 13463 52569 13096 10856 10727 25319 107 2230 11498 176 55 59 2480 251546 6855 2914 603 23424 243 496 798 55 64
internal_value=0 -247.226 136.428 2972.06 376.133 2524.37 4529.73 1800.06 3471.19 -2083.2 -5839.93 -2292.09 823.731 -1907.49 -10507.9 -14509.5 -25221 5209.02 -222882 12668.8 -3789.67 -32393.2 -11909.5 -1525.6 1385.81 -5771.76 4830.41 55404.3 133725 249086
internal_weight=0 2.45812e+06 2.06979e+06 210923 1.61568e+06 317480 233628 119663 106200 53631 40535 388331 126058 100739 27894 23787 12289 2344 114 4107 262273 9945 3090 3083 72845 23667 49178 1024 226 119
internal_count=4073804 2458121 2069790 210923 1615683 317480 233628 119663 106200 53631 40535 388331 126058 100739 27894 23787 12289 2344 114 4107 262273 9945 3090 3083 72845 23667 49178 1024 226 119
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=0 0 2 0 4 1 4 2 1 0 0 6 1 4 3 6 0 1 1 2 1 2 7 6 1 1 0 0 5 4
split_gain=3.84618e+13 2.14198e+14 4.82354e+14 2.33683e+14 5.1522e+14 2.30574e+14 3.29351e+14 2.27701e+14 2.22955e+14 1.96415e+14 1.7684e+14 1.69542e+14 1.69534e+14 1.68834e+14 3.43737e+14 4.14769e+14 2.69346e+14 3.68346e+14 4.30481e+14 3.20545e+14 1.16123e+15 6.49107e+14 4.35635e+14 4.02815e+14 4.62208e+14 3.78596e+14 3.2454e+14 4.31257e+14 3.7357e+14 3.06353e+14
threshold=55.539595350000006 55.193450100000007 2865.5000000000005 55.214863500000007 10.500000000000002 37.401708450000008 19.500000000000004 75.000000000000014 37.534144550000008 55.418618900000006 55.462387050000011 48.945000000000007 60.307188350000011 8.5000000000000018 2.5000000000000004 72.50500000000001 55.82518790000001 36.865631950000008 37.600779750000008 2911.0000000000005 38.430814800000007 75.000000000000014 6.0000000000000009 82.905000000000015 49.147669400000005 39.723160900000003 55.806294650000005 55.759969450000007 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 -1 3 4 -3 6 -5 8 10 -4 -7 -8 -11 16 15 -15 17 -2 29 20 21 26 -23 -21 -25 -22 27 28 -20 -19
right_child=13 2 9 5 -6 7 11 -9 -10 12 -12 -13 -14 14 -16 -17 -18 18 19 23 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-41.368161193738786 -27713.617503181416 -21580.086994611087 -10967.791794573608 9936.3276306178504 142515.61947669342 -85915.27210286459 29446.949114294897 -756.48822048868283 -41310.587094781979 -49800.529274255256 583.90085977463116 167585.7665048684 -8672.7370218261876 -2206.5172708605292 360.39255133849611 -15039.340413800339 723.82429595436417 12260.407327205401 21764.756360159532 8091.6851369968344 -17471.769527214874 26808.909554267018 -27111.95818550904 88399.072384945423 5765.9105950392986 -59446.715875265436 -46490.441156052577 24848.535508753626 -28852.371795704719 39802.708952427231
leaf_weight=2058720 3096 411 35662 10211 358 252 158 67307 2842 2575 3806 203 1641 155634 1126501 30049 470233 12562 1983 37735 11343 16108 1652 1385 1324 2651 1829 4113 5508 5952
leaf_count=2058720 3096 411 35662 10211 358 252 158 67307 2842 2575 3806 203 1641 155634 1126501 30049 470233 12562 1983 37735 11343 16108 1652 1385 1324 2651 1829 4113 5508 5952
internal_value=0 -285.802 -4297.9 -63.8988 54813 -561.667 13255 -2530.08 -19830.9 -13380.9 -4787.66 107126 -33792.3 330.342 -296.714 -4283.25 1755.19 6277.55 7288.04 4298.58 -1489.7 9247.61 21793.3 10765.7 48012.8 -25423.4 -7339.26 -1168.33 -15453.1 21114.9
internal_weight=0 2.18415e+06 125426 85548 769 84779 10572 74207 6900 39878 4058 361 4216 1.88966e+06 1.31218e+06 185683 577474 107241 104145 85631 45187 31193 17760 40444 2709 13994 13433 11604 7491 18514
internal_count=4073804 2184146 125426 85548 769 84779 10572 74207 6900 39878 4058 361 4216 1889658 1312184 185683 577474 107241 104145 85631 45187 31193 17760 40444 2709 13994 13433 11604 7491 18514
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=6 6 5 7 4 4 2 3 4 3 0 0 4 0 1 7 5 0 2 3 2 0 1 2 0 6 6 1 1 4
split_gain=3.70533e+13 9.32608e+13 2.06189e+14 3.92707e+14 2.383e+14 4.40796e+14 3.65118e+14 2.43472e+14 2.54903e+14 2.31658e+14 2.17708e+14 2.98371e+14 2.57151e+14 3.55931e+14 2.77483e+14 2.34245e+14 3.86003e+14 2.67408e+14 2.33705e+14 2.047e+14 2.0113e+14 2.03364e+14 3.4502e+14 2.00513e+14 2.10453e+14 1.99084e+14 1.9536e+14 1.93006e+14 2.15586e+14 3.38883e+14
threshold=100.05000000000001 79.710000000000022 1.5000000000000002 6.0000000000000009 8.5000000000000018 7.5000000000000009 2865.5000000000005 8.5000000000000018 5.5000000000000009 4.5000000000000009 59.898927250000007 56.872182500000008 9.5000000000000018 59.982409200000006 30.370944000000005 6.0000000000000009 3.5000000000000004 60.01610465000001 6082.0000000000009 18.500000000000004 2875.5000000000005 61.78914120000001 53.252814850000007 2506.0000000000005 55.520061350000013 98.020000000000024 99.050000000000011 30.323041000000003 30.242318500000007 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 5 6 9 8 -8 -4 11 -6 13 14 -12 17 27 -14 19 -13 -10 -22 -23 24 -5 -18 -3 28 29 -17
right_child=-2 2 4 23 10 -7 7 -9 20 -11 12 18 15 -15 -16 16 25 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-89.657256042727852 -1749.8370458532045 -46387.982409852164 845.94144205798102 294900.4624441964 967.66027689940881 35310.905315264361 8174.8074228352598 -193925.74320175441 108219.09675346209 -23314.932875050483 119300.9848868815 -9818.3109267074142 34658.45223673834 5967.2212351780036 -19823.973913233243 135403.23933130005 108335.35904616742 -3715.4114919704175 -45259.04666375558 41727.562941164251 25022.300707409242 473765.17008101859 -22981.89493534483 11567.232541503907 15521.491404371995 -113432.32083333333 -186380.21984475397 6016.6360303268375 -35761.823863436606 -16378.982050594033
leaf_weight=3646001 117522 1458 20589 56 205593 5235 23203 57 321 4916 720 21541 4666 1055 179 199 403 2973 1818 799 5700 27 29 560 52 45 107 4109 3307 564
leaf_count=3646001 117522 1458 20589 56 205593 5235 23203 57 321 4916 720 21541 4666 1055 179 199 403 2973 1818 799 5700 27 29 560 52 45 107 4109 3307 564
internal_value=0 51.9792 1716.3 -28561.2 1935.78 7586.44 4939.97 12547.9 12949.8 -3810.98 566.766 -267.649 11088.6 45365.2 91599.8 6971.02 -4321.29 19723.8 -10780.6 -7974.75 31181.6 26885.4 216521 35627.5 160385 86059.6 -55959.3 -9271.85 -24706.8 23207.7
internal_weight=0 3.95628e+06 310281 2233 308048 60077 54842 29337 29280 25505 247971 229751 18220 1954 899 16266 8627 7639 24158 22340 6077 5756 56 668 108 448 1565 8179 4070 763
internal_count=4073804 3956282 310281 2233 308048 60077 54842 29337 29280 25505 247971 229751 18220 1954 899 16266 8627 7639 24158 22340 6077 5756 56 668 108 448 1565 8179 4070 763
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=4 6 1 7 3 6 3 0 6 6 6 6 3 6 0 0 1 6 1 0 0 4 1 4 1 1 1 1 6 1
split_gain=3.69852e+13 1.05914e+14 1.05453e+14 1.37457e+14 1.00456e+14 9.55198e+13 5.63019e+13 5.433e+13 5.31298e+13 5.16326e+13 7.37058e+13 4.92824e+13 5.89324e+13 4.60886e+13 3.67853e+13 1.04648e+15 8.21754e+14 5.92855e+14 5.01915e+14 6.00412e+14 3.83686e+14 3.71612e+14 3.69498e+14 4.46061e+14 3.09823e+14 2.95958e+14 2.95835e+14 3.73375e+14 3.63485e+14 3.20406e+14
threshold=38.500000000000007 79.015000000000015 37.755233900000007 6.0000000000000009 27.500000000000004 66.990000000000023 33.500000000000007 55.79439725000001 59.505000000000003 68.515000000000015 78.605000000000004 63.415000000000006 15.500000000000002 43.010000000000012 47.207933300000008 47.234875100000004 39.689978950000004 92.02500000000002 39.763755750000009 47.222459950000008 45.085557650000005 5.5000000000000009 39.689978950000004 10.500000000000002 47.899251850000006 39.718675700000013 39.625203600000013 39.004719500000007 106.49500000000002 38.247071200000008
decision_type=2 2 2 2 2 2 2 2 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 11 8 14 -8 -4 -7 -11 12 13 -5 20 16 -16 18 19 25 -1 -21 23 26 -24 -18 27 29 -29 -22
right_child=1 -3 5 4 -6 9 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 21 22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=561.31353949324352 115231.49258288872 62718.495125325528 -55989.161479327071 -25862.361739864864 56987.148028273812 -230463.21802277263 111875.75956595285 16387.054446693979 88535.175161637948 50488.500543478265 -175221.24871794874 -5987.2896663332449 -28353.726880361519 -158021.39700662365 969.06248912676188 -81.952705372554959 44071.299281167958 79011.740493431251 -8619.3294772167537 17169.662016017384 -15014.312589276888 53475.9503569632 -21008.922497963911 -11793.775560033637 28418.539852840619 -4746.0708278086322 20720.480856743241 -7182.8650007757069 -141080.02886220894 12056.639904511218
leaf_weight=499175 82 144 207 37 126 47 84 205 29 23 39 206 153 92 23859 3392282 1589 1992 4328 4151 5294 8787 19373 39054 1357 5685 7208 32884 204 25108
leaf_count=499175 82 144 207 37 126 47 84 205 29 23 39 206 153 92 23859 3392282 1589 1992 4328 4151 5294 8787 19373 39054 1357 5685 7208 32884 204 25108
internal_value=0 -17664.1 -28783.3 -6375.02 -22615.6 -73989.6 5.13967 44141.6 -38229.8 -151414 -91490.2 -43168.8 -70329.8 -120115 2.00745 130.542 14435.5 26545.3 22286.4 28904.2 -700.76 41827.5 -5528.98 -3216.25 -17773.4 5918.05 1522.02 -657.573 -8008.39 7342.69
internal_weight=0 1185 1041 696 614 345 4.07262e+06 289 236 109 62 488 282 129 4.07233e+06 3.44267e+06 50391 26532 24540 20212 629657 12938 130482 109752 20730 7274 70698 63490 33088 30402
internal_count=4073804 1185 1041 696 614 345 4072619 289 236 109 62 488 282 129 4072330 3442673 50391 26532 24540 20212 629657 12938 130482 109752 20730 7274 70698 63490 33088 30402
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 7 4 3 6 7 0 3 1 0 0 4 4 0 4 6 6 0 3 4 4 6 7 2 0 0
split_gain=3.61958e+13 2.12811e+14 4.57234e+14 3.60715e+14 3.01174e+14 2.97892e+14 2.26662e+14 2.23416e+14 2.23366e+14 2.20024e+14 2.87916e+14 2.08029e+14 2.78075e+14 2.95021e+14 2.07119e+14 1.71224e+14 1.66547e+14 1.6528e+14 1.58167e+14 1.37956e+14 1.21629e+14 1.06069e+14 1.06022e+14 1.01165e+14 1.08135e+14 9.79025e+13 2.29783e+14 3.68394e+14 1.78385e+14 9.6986e+14
threshold=83.015546400000019 83.011163250000024 55.029726000000004 83.00362155000002 83.000013850000016 6.0000000000000009 12.500000000000002 1.5000000000000002 63.855000000000011 6.0000000000000009 55.030407050000001 1.5000000000000002 83.025426800000005 55.039488700000007 55.014086100000007 6.5000000000000009 24.500000000000004 55.030407050000001 3.5000000000000004 59.815000000000005 63.705000000000005 55.055052800000006 1.5000000000000002 18.500000000000004 11.500000000000002 54.010000000000012 6.0000000000000009 9651.0000000000018 54.810424650000009 54.86311005000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 -7 17 10 19 -2 13 23 -9 18 22 -6 -3 -4 -8 -16 -5 24 -13 -14 28 -28 -27 -30
right_child=11 2 9 16 5 7 20 14 -10 -11 -12 12 25 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=76.082933804898374 -5106.7700010712033 63312.820861477325 -28569.012519250533 1664.6550873386416 -12153.400822533182 9810.7288652956104 21522.081691640764 4828.8060880449466 -36981.938326797717 -5694.2986219268132 14615.617199557048 20844.687026295836 -116.90460976407074 -33626.526122108226 -9370.2453019435106 54434.802125511575 -31469.016391108857 26819.496146151967 -26990.378886110455 -73020.364452858674 -43522.513392327812 -109114.18574766356 16213.171876029339 -16681.488827519795 49206.677977279287 -2761.3884873215084 7769.6380061687778 47389.688348455064 108036.26619319299 4287.503903927126
leaf_weight=3601077 45645 288 4542 6614 26922 13364 558 14561 3617 57481 1465 7476 141050 1003 29609 2264 882 1134 594 825 593 107 20643 593 1639 39635 12376 2896 926 33425
leaf_count=3601077 45645 288 4542 6614 26922 13364 558 14561 3617 57481 1465 7476 141050 1003 29609 2264 882 1134 594 825 593 107 20643 593 1639 39635 12376 2896 926 33425
internal_value=0 -82.0087 -5600.67 19.8151 -66.188 -5802.45 25981.5 -1521.42 -13593.4 -7710.79 -24676.6 1083.42 2255.74 18006.3 -4941.77 39873.6 11299 -10578.1 2496.38 -35401.9 -11989.2 -9729.4 12682.9 23340.8 25944.6 1523.23 4115.05 15282.7 1809.85 7084.26
internal_weight=0 3.78714e+06 68610 3.71853e+06 3.69039e+06 89314 4297 57641 31673 64313 6832 286664 241019 10711 44277 3146 28139 28056 882 5367 1151 29716 27257 9708 9115 230308 89258 15272 73986 34351
internal_count=4073804 3787140 68610 3718530 3690391 89314 4297 57641 31673 64313 6832 286664 241019 10711 44277 3146 28139 28056 882 5367 1151 29716 27257 9708 9115 230308 89258 15272 73986 34351
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=6 3 0 0 1 1 4 3 0 1 5 5 6 4 1 0 0 0 6 0 1 4 0 0 4 1 6 0 3 1
split_gain=3.55758e+13 1.1267e+14 2.22467e+14 3.2608e+14 2.23544e+14 3.08739e+14 3.65822e+14 2.15107e+14 2.3314e+14 1.85071e+14 2.16181e+14 1.80425e+14 2.27463e+14 1.59827e+14 1.58482e+14 1.53727e+14 3.48844e+14 2.8041e+14 2.94281e+14 2.88713e+14 3.36468e+14 2.61599e+14 2.45991e+14 3.65416e+14 2.80427e+14 2.69296e+14 2.045e+14 1.74486e+14 1.70477e+14 1.66405e+14
threshold=97.020000000000024 5.5000000000000009 44.739668300000005 45.015054600000006 40.377616600000003 40.024897700000004 6.5000000000000009 1.5000000000000002 43.6005307 37.374856000000008 2.5000000000000004 1.5000000000000002 114.05000000000001 4.5000000000000009 38.782330450000011 47.207933300000008 45.07004340000001 45.109778000000006 122.65000000000002 45.177967300000006 38.958307950000012 3.5000000000000004 47.245981600000007 48.179569850000007 6.5000000000000009 39.652459050000012 125.02000000000002 45.055912800000009 4.5000000000000009 39.018051150000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 -2 10 -4 12 -5 -9 -11 16 27 18 -18 20 21 -19 24 26 -17 -26 -24 -13 -20 -29
right_child=1 -3 3 11 -6 -7 -8 13 -10 14 -12 15 -14 -15 -16 22 17 19 28 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=55.967518333857974 200797.17478460865 1492.5767528467061 -171269.09636883804 -124139.21189813277 -1110.4113470776038 249542.99012019229 83207.521312528872 20426.837053340838 17915.155833007811 -186719.69058652935 16776.810520796342 -15015.957312415259 -14803.437125129376 -42374.021541435417 -66328.16543704622 -19665.373628013775 -69143.15554009538 6247.619318943398 -151023.07949029127 -60926.494240927423 -36243.381805630394 220920.38341650963 -37821.595754893504 -2788.4771968995901 -72357.45204350898 110235.26275749605 -148835.84045307577 47082.96248698081 -380855.28676861705 -46992.131707974142
leaf_weight=3932741 107 65099 71 282 4887 65 863 847 200 132 440 3267 585 777 637 421 724 102 103 775 290 128 548 57536 94 574 238 992 47 232
leaf_count=3932741 107 65099 71 282 4887 65 863 847 200 132 440 3267 585 777 637 421 724 102 103 775 290 128 548 57536 94 574 238 992 47 232
internal_value=0 -1560.34 -4176.6 -6000.15 11883.2 34093.6 29081.4 4891.37 81655.8 -55997.1 -9350.9 -5044.1 -50365.9 -9620.13 -86993.6 -4449.37 -18856.1 -51788.3 -95555.2 -22249.8 35393.2 125718 -2834.37 -3713.64 44255.6 84541.1 -71436.6 -2951.01 -223037 29251.7
internal_weight=0 141063 75964 68218 7746 2859 2794 1931 307 1280 511 66938 867 1624 769 66071 6660 2169 874 1295 520 230 59411 58322 1089 668 786 4491 150 1224
internal_count=4073804 141063 75964 68218 7746 2859 2794 1931 307 1280 511 66938 867 1624 769 66071 6660 2169 874 1295 520 230 59411 58322 1089 668 786 4491 150 1224
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=6 1 0 5 1 5 1 4 4 3 0 2 0 2 0 2 0 3 0 2 0 3 4 4 4 5 1 2 1 2
split_gain=3.97988e+13 1.13375e+14 1.5558e+14 9.38004e+13 2.0643e+14 1.40146e+14 2.68232e+14 1.8787e+14 1.67213e+14 2.16026e+14 1.52561e+14 1.33437e+14 1.29027e+14 1.21122e+14 1.26369e+14 1.03251e+14 8.87859e+13 1.4262e+14 8.71725e+13 1.37319e+14 1.28454e+14 1.39457e+14 8.73901e+13 1.57474e+14 1.06876e+14 8.10086e+13 7.94152e+13 7.43141e+13 7.14289e+13 5.65688e+13
threshold=247.90000000000001 30.472130500000002 60.028671700000011 4.5000000000000009 37.318079750000003 2.5000000000000004 39.018051150000005 13.500000000000002 3.5000000000000004 9.5000000000000018 45.063245050000006 9651.0000000000018 57.57007620000001 5261.5000000000009 56.342669500000007 2865.5000000000005 59.848366150000011 2.5000000000000004 45.029425500000009 9236.5000000000018 45.001720900000002 2.5000000000000004 6.5000000000000009 5.5000000000000009 15.500000000000002 3.5000000000000004 39.939672500000007 75.000000000000014 47.256487700000001 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 -3 11 13 -7 -8 18 15 -15 26 -2 -18 20 -20 21 -6 23 -21 -24 29 -10 -12 -23 -17
right_child=1 3 -4 4 12 6 8 -9 9 -11 27 -13 -14 14 -16 25 17 -19 19 22 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.7539559426269733 -16658.264212740385 39649.357172892291 138283.00203394398 350419.78750000003 -203607.68425925926 200137.35325307379 -27514.563141741077 -61744.468512517764 -77046.194273792615 90773.684298406879 157682.66203425481 210519.34637096777 249261.86890914352 -139731.09413304005 -345538.33478422626 -150509.38268028849 -408127.5431454613 -103274.55042489036 88069.224150815222 26117.556640625 -274208.76339285716 118967.92923397776 230869.35855978262 -312678.372826087 9412.7298042168677 52733.280462015086 -342802.10597826092 -32287.926653251263 -74982.830133928568 10254.274715909092
leaf_weight=4070611 52 1079 29 21 27 61 98 220 22 51 26 31 27 103 42 65 21 57 345 34 21 59 23 23 415 58 23 99 28 33
leaf_count=4070611 52 1079 29 21 27 61 98 220 22 51 26 31 27 103 42 65 21 57 345 34 21 59 23 23 415 58 23 99 28 33
internal_value=0 11160 -71153.1 15473.7 40126.3 2932.9 -32724.5 22477.2 -69223.3 -101363 70492.6 29687.4 33623.2 -129684 -199344 -79431.1 -117874 -185350 27651.6 39638.8 -46934.8 -5068.59 5884.19 -110590 21041.7 -40937.1 -212877 7225.96 56547 -96374.7
internal_weight=0 3193 159 3034 1023 2011 712 1299 526 397 186 129 1002 346 145 201 130 78 975 840 135 114 495 57 438 156 45 125 87 98
internal_count=4073804 3193 159 3034 1023 2011 712 1299 526 397 186 129 1002 346 145 201 130 78 975 840 135 114 495 57 438 156 45 125 87 98
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 1 6 0 2 1 0 6 1 5 4 0 4 0 4 0 4 1 4 7 4 4 5 4 7
split_gain=3.41377e+13 5.98282e+14 5.06145e+14 4.21717e+14 6.1931e+14 4.68967e+14 4.18379e+14 5.92037e+14 3.91189e+14 6.97282e+14 7.13059e+14 5.4717e+14 5.07115e+14 5.0552e+14 4.82435e+14 4.64794e+14 3.74864e+14 3.64527e+14 3.58182e+14 4.4637e+14 3.53142e+14 3.60554e+14 3.30604e+14 3.55716e+14 3.25873e+14 3.23029e+14 3.12206e+14 2.82071e+14 2.68127e+14 3.97024e+14
threshold=56.782540950000005 56.385857200000011 4829.0000000000009 56.850115550000005 60.770858000000011 60.549354600000008 60.636764050000004 64.805000000000021 56.288960650000007 2911.0000000000005 43.932356550000009 56.342669500000007 63.415000000000006 43.997056950000008 2.5000000000000004 7.5000000000000009 56.685611200000004 9.5000000000000018 56.324067350000007 8.5000000000000018 56.818587550000011 25.500000000000004 60.307188350000011 4.5000000000000009 6.0000000000000009 20.500000000000004 5.5000000000000009 1.5000000000000002 5.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 16 4 5 17 7 -7 -1 10 -10 12 -12 -13 18 -16 -3 22 27 26 -9 -22 -2 -24 -17 -8 -20 -14 29 -5
right_child=3 2 -4 28 -6 6 25 20 9 -11 11 13 14 -15 15 24 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-94.584389726557902 -2978.8563798196583 -35934.013222844558 -4640.7791445186713 1606.0458108110638 -34489.41532584856 11338.524100395838 10372.740123310914 19130.147997906392 2079.4953786062879 -23959.392954447212 19215.510912475958 38669.551103521939 -15954.497659000881 -64470.388250950586 77787.753734617319 25228.623872546686 -4546.356769019535 -9698.993701269088 51648.664870689659 89944.780006160305 61114.623264875612 -9565.893406621286 75662.096932127009 16522.599244939844 -65890.478265524624 -20090.264137416081 426510.29024671059 92511.621403358673 -1370.8280409760127 18485.089866474798
leaf_weight=3067333 7553 10398 60481 204971 3469 26299 10951 5648 32605 6152 13901 774 284 1231 1595 2460 6001 19283 29 172 6132 818 1249 5477 467 5103 95 1539 556382 14952
leaf_count=3067333 7553 10398 60481 204971 3469 26299 10951 5648 32605 6152 13901 774 284 1231 1595 2460 6001 19283 29 172 6132 818 1249 5477 467 5103 95 1539 556382 14952
internal_value=0 -150.661 -8865.81 556.205 6958.62 8583.05 14271.6 19877.3 63.4967 7973.05 11535 25208.5 30075.4 -24654.8 52807.4 34357.1 -24448.1 -730.849 92180.8 194212 37702.6 52795.7 11380.1 27504.6 10690.7 689.626 338841 75614 -202.397 2753.61
internal_weight=0 3.20552e+06 76880 868287 91982 88513 54951 38897 3.12864e+06 61304 55152 22547 20542 2005 6641 4522 16399 33562 2119 296 12598 6950 14279 6726 2927 16054 124 1823 776305 219923
internal_count=4073804 3205517 76880 868287 91982 88513 54951 38897 3128637 61304 55152 22547 20542 2005 6641 4522 16399 33562 2119 296 12598 6950 14279 6726 2927 16054 124 1823 776305 219923
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=6 1 1 5 1 6 4 4 4 1 0 4 3 0 0 4 3 3 1 0 6 6 1 3 6 4 6 1 5 6
split_gain=3.8258e+13 2.36993e+14 2.38142e+14 2.09821e+14 3.75084e+14 3.35471e+14 2.65563e+14 2.03192e+14 4.37648e+14 3.71199e+14 2.43749e+14 1.98525e+14 2.58201e+14 1.78594e+14 2.53943e+14 1.98733e+14 1.89171e+14 1.76084e+14 1.74298e+14 1.71579e+14 1.69907e+14 1.64037e+14 1.62294e+14 1.59457e+14 1.55023e+14 1.80649e+14 3.03152e+14 1.70675e+14 1.54034e+14 4.85735e+14
threshold=112.00500000000001 37.897576350000001 38.927872750000006 3.5000000000000004 30.277905650000005 118.04500000000002 3.5000000000000004 4.5000000000000009 5.5000000000000009 36.865631950000008 54.724612400000005 8.5000000000000018 1.5000000000000002 54.73499850000001 59.982409200000006 5.5000000000000009 10.500000000000002 9.5000000000000018 38.109452700000006 60.042359000000012 122.65000000000002 149.05000000000004 30.330566300000005 5.5000000000000009 125.02000000000002 3.5000000000000004 118.04500000000002 20.507515800000004 2.5000000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 6 -5 10 9 -9 24 12 -6 15 -15 -7 17 20 -3 -16 -17 -14 -12 -20 25 -2 27 -27 29 -4
right_child=1 2 28 4 11 13 -8 8 -10 -11 22 -13 21 14 19 16 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=40.067444981969963 -109624.14635416667 -9205.0254048873539 -56341.666349946558 151416.15546875002 99697.764359694265 -23184.741754295028 -122234.97537738772 85105.780385588776 -7410.3892522296201 -85489.28726509714 -136922.95784659692 49147.017415512353 -13035.064492584035 -52782.367788071664 133264.63451474949 367086.78467261908 -165299.85364583333 330348.17837837839 -94476.243275639965 -64391.014225260413 69013.758455023373 38764.985075758203 -32465.866114298507 -16047.874400724088 -63320.853948730466 216775.42767857143 352049.40777925536 -100473.76620639535 -5497.599442963784 46704.62589007902
leaf_weight=4005334 33 1075 614 39 312 211 391 923 6565 148 295 3122 1884 684 145 21 24 37 705 63 214 905 300 410 100 28 47 43 47338 1794
leaf_count=4005334 33 1075 614 39 312 211 391 923 6565 148 295 3122 1884 684 145 21 24 37 705 63 214 905 300 410 100 28 47 43 47338 1794
internal_value=0 -2343.85 -5663.35 8083.24 19645.2 -20166 -97415.5 -2892.6 2259.17 61531.5 -49392.5 31346.1 13424.7 3577.61 -23359.2 50969.4 103829 127576 -37936.4 73397.8 95650.1 3773.49 -84255.5 -65637.1 33250.9 97205.7 155048 24638.6 -4242.57 20429.5
internal_weight=0 68470 51936 16534 8052 1829 430 8482 7636 1071 846 6223 3101 1399 892 507 296 272 2190 208 235 2789 595 1115 251 151 118 71 49746 2408
internal_count=4073804 68470 51936 16534 8052 1829 430 8482 7636 1071 846 6223 3101 1399 892 507 296 272 2190 208 235 2789 595 1115 251 151 118 71 49746 2408
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=1 1 7 4 0 0 4 1 6 5 4 0 6 5 0 4 6 4 0 6 0 0 0 6 4 3 4 4 0 1
split_gain=3.63585e+13 2.19822e+14 3.28556e+14 5.93397e+14 4.61915e+14 6.72237e+14 1.12459e+15 5.27866e+14 3.91498e+14 3.68543e+14 3.34608e+14 4.77832e+14 3.20482e+14 3.19009e+14 2.65918e+14 5.67363e+14 5.01721e+14 3.09288e+14 3.41958e+14 3.13556e+14 2.64717e+14 2.59287e+14 5.15389e+14 2.58191e+14 2.27516e+14 2.19833e+14 2.16316e+14 2.37206e+14 2.12402e+14 4.54705e+14
threshold=30.345769800000003 30.303340300000002 6.0000000000000009 4.5000000000000009 59.905532300000012 59.950512650000007 5.5000000000000009 30.330566300000005 58.605000000000011 3.5000000000000004 8.5000000000000018 59.982409200000006 48.025000000000013 2.5000000000000004 59.990753350000013 6.5000000000000009 93.050000000000011 15.500000000000002 60.064438250000002 112.00500000000001 59.91832440000001 59.882709350000006 59.864072000000007 82.905000000000015 20.500000000000004 18.500000000000004 2.5000000000000004 4.5000000000000009 59.838047850000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 14 13 12 -9 -12 -5 -3 15 -7 -17 19 -19 -16 -6 22 25 -23 -8 -14 -22 -28 29 -10
right_child=-2 2 3 9 5 7 24 10 28 -11 11 -13 21 -15 17 16 -18 18 -20 -21 26 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-872.12108531961758 -74.701070244699324 21414.004473558816 -100444.00108126611 9838.8002292319234 -24951.530941938283 10278.254812805459 -44089.3800847124 -71210.731714526133 -163039.79215649804 78711.399635019858 147142.20700204439 -5973.7943710163236 1460.2900135239358 -56512.474190553476 -6308.3172669161677 134881.86747327595 -12973.718911149479 67210.436442549413 -9620.0095036410112 96064.439339142788 -142938.87768787201 -17532.19542196134 167026.36059256739 11752.843025867827 -100699.85237742811 124518.45069061479 83446.145027243707 17736.607801307684 67170.280553932898 39284.89084004156
leaf_weight=163536 3834081 6993 582 18659 865 1298 2775 741 126 605 214 4282 2836 568 3638 1059 293 2034 810 326 63 16119 218 3702 954 153 937 1328 3071 938
leaf_count=163536 3834081 6993 582 18659 865 1298 2775 741 126 605 214 4282 2836 568 3638 1059 293 2034 810 326 63 16119 218 3702 954 153 937 1328 3071 938
internal_value=0 1194.75 5631.32 -157.294 13081.3 4419.75 -21274.3 16522.8 29089.9 1222.8 -8947.59 1314.2 98.2127 15560 30626 57501.8 102839 20164.7 45328.3 2110.83 22284.7 -7794.34 18585.7 -12062.6 -58572.2 7759.35 39836 44919.8 53829.8 15325.4
internal_weight=0 239723 76187 42874 33313 21617 6922 14695 11696 42292 5237 4496 41687 7561 9458 2650 1352 6808 2844 3964 3193 23028 3207 19821 3729 2989 2328 2265 4135 1064
internal_count=4073804 239723 76187 42874 33313 21617 6922 14695 11696 42292 5237 4496 41687 7561 9458 2650 1352 6808 2844 3964 3193 23028 3207 19821 3729 2989 2328 2265 4135 1064
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 4 0 1 0 7 1 4 0 3 0 4 6 6 2 1 0 0 1 1 0 6 1 0 4 4
split_gain=3.80891e+13 2.62277e+14 5.17703e+14 4.35906e+14 2.22013e+14 6.63221e+14 6.41742e+14 2.80943e+14 2.38013e+14 2.12885e+14 2.10308e+14 2.43798e+14 3.83881e+14 2.03136e+14 3.06029e+14 2.53281e+14 2.84662e+14 2.37331e+14 2.18729e+14 2.17963e+14 2.05139e+14 3.53099e+14 2.85266e+14 4.16248e+14 1.28414e+15 3.77592e+14 3.52945e+14 3.29088e+14 8.39071e+14 5.51005e+14
threshold=68.00500000000001 82.901648750000021 82.941727000000014 54.980317700000008 11.500000000000002 7.5000000000000009 55.102137100000007 82.92647190000001 55.014210500000011 6.0000000000000009 82.962856350000024 9.5000000000000018 55.071632200000003 1.5000000000000002 57.892117950000006 8.5000000000000018 142.05000000000004 112.00500000000001 2865.5000000000005 30.084656550000002 59.848366150000011 58.010305850000002 30.157841000000001 30.205407000000005 59.990753350000013 80.030000000000015 30.084656550000002 59.982409200000006 7.5000000000000009 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 13 3 -3 5 6 7 -5 -9 -8 11 12 -4 14 15 -2 -17 -16 19 -19 21 -15 26 24 25 -24 -22 28 -25 -30
right_child=1 2 10 4 -6 -7 9 8 -10 -11 -12 -13 -14 20 17 16 -18 18 -20 -21 22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=145.39852257441356 2330.6414899627302 -46587.052244853519 40441.060051491317 -19184.706974154302 11126.501743809302 53427.749710383185 259353.0385117828 226137.62245833335 32457.365121311817 -50963.075636574074 2367.1762446641706 -13324.808166770352 -46105.81579865083 -1309.1321312309449 -31441.889276090049 -11610.439624993955 -126526.05208124284 -85511.796273518761 -74721.188218750001 91658.09783243337 1429.0472860871876 -17894.725379478525 -35734.851549291539 -13427.902523694151 74942.604844589005 -134460.36122411597 60446.394469734958 -4187.1569964727678 48136.872986539012 12286.021611454391
leaf_weight=3322544 24856 1031 2053 3235 12369 5612 122 75 412 27 105997 17020 683 463203 6982 19274 218 83 150 425 2119 13202 707 11040 678 857 1942 29358 5312 22218
leaf_count=3322544 24856 1031 2053 3235 12369 5612 122 75 412 27 105997 17020 683 463203 6982 19274 218 83 150 425 2119 13202 707 11040 678 857 1942 29358 5312 22218
internal_value=0 -643.044 3119.2 16954.3 19952.2 31463.9 -378.379 -8524.93 62284.9 203121 601.66 -8870.88 18836 -1570.99 -7546.17 -4361.68 -12895.7 -26031.2 31381.5 62711 -1006.85 -1768.75 3882.91 2391.58 -40002.7 -89831.9 29651.6 3790.83 9863.36 19203.6
internal_weight=0 751260 148636 22883 21852 9483 3871 3722 487 149 125753 19756 2736 602624 51988 44348 19492 7640 658 508 550636 476405 74231 70170 2242 1564 4061 67928 38570 27530
internal_count=4073804 751260 148636 22883 21852 9483 3871 3722 487 149 125753 19756 2736 602624 51988 44348 19492 7640 658 508 550636 476405 74231 70170 2242 1564 4061 67928 38570 27530
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 0 0 0 1 0 1 6 1 7 2 0 1 1 4 4 0 4 4 4 4 4 1 6 1 4
split_gain=3.53772e+13 9.6736e+13 5.86434e+14 3.82713e+14 2.88745e+14 3.5593e+14 2.86771e+14 3.2173e+14 5.04678e+14 3.82367e+14 2.74477e+14 3.02538e+14 2.57643e+14 2.31014e+14 2.20781e+14 2.75841e+14 2.06687e+14 2.80995e+14 1.99139e+14 1.96097e+14 1.95583e+14 1.94262e+14 3.98226e+14 1.90858e+14 2.49034e+14 2.53927e+14 2.44685e+14 2.40745e+14 1.90436e+14 1.80611e+14
threshold=97.020000000000024 56.850115550000005 56.818587550000011 57.113979900000011 65.534455000000023 57.14107305000001 56.342669500000007 56.309668500000008 43.997056950000008 56.067362750000008 65.574968200000015 122.65000000000002 47.256487700000001 6.0000000000000009 2970.5000000000005 56.262014700000009 60.590708550000009 60.307188350000011 26.500000000000004 14.500000000000002 56.148747500000006 14.500000000000002 10.500000000000002 15.500000000000002 7.5000000000000009 3.5000000000000004 43.862029600000007 138.05000000000004 44.064675150000006 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 10 5 -5 7 9 23 -2 16 -12 14 29 15 -11 17 -3 -8 -15 -16 22 -7 24 25 27 -25 -9 -10 -6
right_child=1 3 -4 4 13 21 18 8 28 12 11 -13 -14 19 20 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=55.811070986455718 -2.0845833933387814 -12765.318014876995 42419.444225458821 -78899.624254682858 51326.441400206131 -6275.4267921092724 -33939.928899133069 82873.779451308146 104012.23004707355 -115025.44337481943 -54878.166323296449 -207079.92681300954 -87420.658015004432 153971.38692975728 -13338.751363244663 -17015.781954037007 6512.2073795806245 -110831.08383720566 38579.336482820057 26981.572260485202 79813.37112718499 -19116.600621870744 35097.669979495331 -64285.035014204543 -70733.136156882014 75766.368456151467 204007.49031776687 -222125.92677884616 -208187.85303710937 996.29803490117649
leaf_weight=3932741 96717 705 3144 674 921 13780 3847 43 846 411 450 184 729 224 774 953 1103 499 420 266 318 7041 2799 55 496 333 89 65 20 3157
leaf_count=3932741 96717 705 3144 674 921 13780 3847 43 846 411 450 184 729 224 774 953 1103 499 420 266 318 7041 2799 55 496 333 89 65 20 3157
internal_value=0 -1555.97 -143.141 -6409.8 -2908.03 -7245.22 -1404.18 -340.139 39919.6 -1124.77 -40775 -99050.3 -35216.5 20158.4 -19721.1 -46548 -24760 -53408.9 -26801.9 85034.1 13788 -5200.55 709.512 -5649.45 -22121.7 32552.4 101535 -100691 96802.1 12363.2
internal_weight=0 141063 109260 31803 28862 24294 106116 101849 1947 99902 2941 634 3185 4568 2456 1364 2307 1204 4267 490 1092 23620 16579 1081 937 441 144 108 866 4078
internal_count=4073804 141063 109260 31803 28862 24294 106116 101849 1947 99902 2941 634 3185 4568 2456 1364 2307 1204 4267 490 1092 23620 16579 1081 937 441 144 108 866 4078
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=1 1 0 2 6 3 2 4 0 1 5 6 6 7 4 4 6 4 0 0 1 1 4 4 6 0 1 2 4 6
split_gain=3.44964e+13 1.55079e+14 1.14717e+14 2.2447e+14 1.55186e+14 1.26296e+14 1.3404e+14 1.73958e+14 1.71065e+14 1.19592e+14 1.14212e+14 9.38949e+13 9.36042e+13 1.90803e+14 9.16515e+13 9.02033e+13 1.10694e+14 8.99318e+13 1.10105e+14 7.99404e+13 1.32986e+14 1.56481e+14 1.30977e+14 2.77991e+14 8.45416e+13 7.88708e+13 7.71966e+13 1.58105e+14 1.26739e+14 9.90119e+13
threshold=92.791023150000015 92.948588300000011 52.516286950000008 9236.5000000000018 45.305000000000007 10.500000000000002 5160.5000000000009 10.500000000000002 51.768991500000006 103.8879505 2.5000000000000004 78.605000000000004 84.00500000000001 6.0000000000000009 5.5000000000000009 5.5000000000000009 102.04000000000001 4.5000000000000009 51.307150200000002 56.020150250000007 92.865667950000017 92.90968070000001 18.500000000000004 15.500000000000002 108.05000000000001 56.228352100000002 113.48479755000001 9907.0000000000018 6.5000000000000009 112.00500000000001
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 -3 6 7 10 -8 -10 -6 -4 -2 14 -14 16 -11 -5 -19 20 -16 22 23 -22 -25 -15 27 28 -20 -28
right_child=1 2 11 17 5 -7 8 -9 9 15 -12 -13 13 25 19 -17 -18 18 26 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-49.834181519717909 5534.9258250970779 974.04833882249341 -3787.4438244560583 -16721.606066193242 15819.960902279716 67170.800711673248 53874.81133977991 105409.26896520544 -7198.5950557630249 15547.964077568722 -54840.217478417573 -24774.900631841359 -27917.474590928818 -26603.391671886297 40447.011313854193 39603.997298993752 -83717.276923581943 -24914.537045697896 17899.860439042775 32041.47671740302 205187.7760622752 -59472.700592719186 371782.35023148148 49230.469635805879 -228285.58392857143 55938.022054515168 9469.713574677653 -13297.080047447715 -16011.268539843939 -47033.737345275877
leaf_weight=3957732 34042 7050 31578 3960 366 552 1415 108 1701 2007 610 2286 180 778 417 1993 119 1723 4132 1276 139 36 27 23 21 136 10050 7524 1503 320
leaf_count=3957732 34042 7050 31578 3960 366 552 1415 108 1701 2007 610 2286 180 778 417 1993 119 1723 4132 1276 139 36 27 23 21 136 10050 7524 1503 320
internal_value=0 1699.21 -804.871 2496.02 12048.8 20850.1 17776.5 -15016.8 22689.9 15108 -28342.7 -5204.21 7034.73 23868.4 40341.1 24319.8 9991.73 -2710.37 -513.142 46677.6 74846 133157 166179 135844 -83220.4 -14321.5 1273.74 -3811.08 8854.89 7726.12
internal_weight=0 116072 78997 45133 15921 8871 8319 1084 7235 5820 976 33864 37075 3033 2119 4119 2126 29212 25252 1939 663 246 210 183 44 914 23529 13159 5635 10370
internal_count=4073804 116072 78997 45133 15921 8871 8319 1084 7235 5820 976 33864 37075 3033 2119 4119 2126 29212 25252 1939 663 246 210 183 44 914 23529 13159 5635 10370
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 1 6 6 4 6 6 3 3 4 3 3 4 0 1 1 1 7 1 4 4 4 1 1 0 2
split_gain=3.35798e+13 2.74887e+14 5.84889e+14 3.90169e+14 3.29164e+14 2.3654e+14 2.18849e+14 2.96745e+14 3.4162e+14 1.8946e+14 2.02015e+14 2.2847e+14 4.87622e+14 2.15624e+14 1.94572e+14 2.55922e+14 6.12908e+14 1.84842e+14 3.73797e+14 4.38033e+14 6.11831e+14 3.63772e+14 3.29467e+14 3.25088e+14 6.11629e+14 3.11196e+14 2.42545e+14 2.95533e+14 2.28838e+14 5.28465e+14
threshold=43.6005307 39.763755750000009 39.843340650000009 12.500000000000002 65.410000000000011 39.718675700000013 103.03500000000001 105.00500000000001 14.500000000000002 47.005000000000003 46.805000000000007 11.500000000000002 10.500000000000002 15.500000000000002 7.5000000000000009 6.5000000000000009 22.500000000000004 43.687280500000007 39.712886600000012 40.024897700000004 43.047633000000012 6.0000000000000009 39.749243900000003 15.500000000000002 12.500000000000002 10.500000000000002 39.625203600000013 39.652459050000012 44.046956350000009 3999.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 13 12 -12 -5 15 -11 -17 18 21 22 25 23 -20 24 26 -21 -2 -28 29 -19
right_child=17 2 -4 6 -6 -7 7 8 -10 14 11 -13 -14 -15 -16 16 -18 28 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=129837.67579639108 122605.28785761444 -49220.012830748288 1156.7627005074778 101117.32762506854 39003.2207642594 -6662.9091575477469 -280960.55070684524 306455.29570016573 -33347.759444998366 64316.023229566337 85590.280436197922 145277.426484375 -519154.45000000001 -2256.8266702963888 90564.489628807409 32648.108980174729 -337263.81028866529 20283.08125584869 -20692.225625960316 89957.955779153373 -57224.112058552906 75676.116436645025 -70859.865993446176 -92618.826370986819 112676.87054784366 -299607.47500000003 -94696.749768489593 -979.16608370453741 -45.564067157234632 -26577.276658189654
leaf_weight=129 142 2392 63141 285 2214 7992 42 33 286 619 24 20 30 691 1383 186 59 13347 7979 871 502 747 1566 347 494 21 375 3276 3961675 2936
leaf_count=129 142 2392 63141 285 2214 7992 42 33 286 619 24 20 30 691 1383 186 59 13347 7979 871 502 747 1566 347 494 21 375 3276 3961675 2936
internal_value=0 2034.71 -682.025 14757.9 4823.63 -4494.63 42825.5 -31093.6 1804.28 50919.1 15851.5 -143445 -250379 27929.3 67305.9 30075.9 -56432.7 -40.5111 -10661.2 -21275.7 31086.9 10917 -28923 477.894 8013.36 80786.6 -5618 -10605 3.06121 11833.7
internal_weight=0 79526 65533 13993 10335 8121 3658 361 319 3297 1050 74 54 976 2247 864 245 3.99428e+06 16320 10939 1394 5381 9545 4634 4287 892 3793 3651 3.97796e+06 16283
internal_count=4073804 79526 65533 13993 10335 8121 3658 361 319 3297 1050 74 54 976 2247 864 245 3994278 16320 10939 1394 5381 9545 4634 4287 892 3793 3651 3977958 16283
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=0 1 4 0 2 2 1 2 1 0 2 4 1 3 1 6 5 6 0 5 5 6 6 6 6 6 7 1 1 4
split_gain=3.35999e+13 2.98832e+14 2.03881e+14 2.06552e+14 2.94456e+14 4.53094e+14 1.91484e+14 2.76764e+14 1.74645e+14 1.74591e+14 2.4699e+14 1.62227e+14 1.38965e+14 1.23351e+14 1.1512e+14 1.11826e+14 9.99561e+13 1.10721e+14 9.62848e+13 8.89628e+13 8.76092e+13 1.81604e+14 2.34461e+14 9.24338e+13 2.62177e+14 8.75684e+13 8.34154e+13 7.85868e+13 7.84005e+13 7.72142e+13
threshold=60.753246850000004 33.882313700000005 2.5000000000000004 61.686687400000004 6426.0000000000009 8009.5000000000009 59.999510900000011 4395.5000000000009 45.71452080000001 63.565651350000003 14624.000000000002 8.5000000000000018 118.02765200000002 8.5000000000000018 72.839788400000018 63.415000000000006 2.5000000000000004 142.05000000000004 61.686687400000004 3.5000000000000004 2.5000000000000004 78.605000000000004 79.710000000000022 90.045000000000016 93.050000000000011 49.010000000000012 6.0000000000000009 40.024897700000004 50.298521650000005 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=29 18 -3 8 6 15 26 -8 -4 11 -11 13 19 -7 -12 27 -10 -18 -2 -13 21 -14 -23 -22 -25 -9 28 -6 -5 -1
right_child=1 2 3 4 5 9 7 25 16 10 14 12 20 -15 -16 -17 17 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2604.7014825528986 -56455.836220337573 -18474.79454796193 -91448.469499362254 -63495.869643453487 73069.300160109691 14681.069254575685 3490.0302193555285 -32096.356857706287 12750.195596496256 -59287.028012984199 -33168.568364081329 -16309.241906282121 15950.436068523908 -161252.97859375001 116278.94291848576 79588.540065350462 36455.762923249473 -70941.07169152463 -16267.513848611663 31778.480281850058 95933.623900305713 -336708.80000000005 40422.93562011719 -248346.89017518942 96005.363470732293 -71642.313477655131 -41122.981339502701 25363.380299428736 791.94232228895225 -106.95365715127016
leaf_weight=107908 935 3755 147 193 429 10727 1645 1205 8966 862 83 5272 1377 40 136 741 3162 99 1645 415 253 34 32 33 67 1046 524 1770 11086 3909217
leaf_count=107908 935 3755 147 193 429 10727 1645 1205 8966 862 83 5272 1377 40 136 741 3162 99 1645 415 253 34 32 33 67 1046 524 1770 11086 3909217
internal_value=0 2417.77 4003.46 5680.04 2023.46 9417.06 -8465.29 -27688.1 16900.4 3854.55 -35193.8 6167.49 -5141.92 14027.5 59639 45991.5 18203 33195.3 -30831.9 -12800.1 19107.6 8183.77 -153857 63762.4 -17630.9 -50472.7 -2120.11 34670.3 -308.115 -34.1132
internal_weight=0 56679 54099 50344 37970 22271 15699 3896 12374 19331 1081 18250 7483 10767 219 2940 12227 3261 2580 5687 1796 1443 66 353 100 2251 11803 2199 11279 4.01712e+06
internal_count=4073804 56679 54099 50344 37970 22271 15699 3896 12374 19331 1081 18250 7483 10767 219 2940 12227 3261 2580 5687 1796 1443 66 353 100 2251 11803 2199 11279 4017125
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 4 1 3 2 1 2 2 4 0 0 1 3 4 0 6 5 0 0 2 0 0 6 0 1 4
split_gain=3.27191e+13 1.91713e+14 2.00406e+14 3.21308e+14 3.06628e+14 2.55195e+14 1.83397e+14 1.75288e+14 1.71838e+14 1.71675e+14 3.11161e+14 2.89166e+14 1.86954e+14 1.86953e+14 3.06943e+14 1.67886e+14 2.07987e+14 1.4759e+14 1.55898e+14 1.53965e+14 1.40974e+14 1.42455e+14 2.2675e+14 1.4542e+14 1.8583e+14 3.91511e+14 4.25533e+14 1.40369e+14 1.38485e+14 1.34515e+14
threshold=112.00500000000001 37.897576350000001 37.517483500000004 37.425454150000007 3.5000000000000004 3.5000000000000004 38.927872750000006 18.500000000000004 5873.0000000000009 37.290808600000013 2200.0000000000005 2632.5000000000005 24.500000000000004 55.834019500000004 55.897267000000006 37.131181300000009 1.5000000000000002 11.500000000000002 55.667390500000003 149.05000000000004 3.5000000000000004 55.622114900000007 55.418618900000006 75.000000000000014 55.791814000000009 55.728148450000006 149.05000000000004 55.897267000000006 38.109452700000006 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 7 17 -4 28 9 20 10 12 -12 15 -11 -15 16 -2 18 -5 -20 21 22 -7 24 25 -23 -27 -22 -3 -30
right_child=1 6 5 4 -6 8 -8 -9 -10 13 11 -13 -14 14 -16 -17 -18 -19 19 -21 27 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=37.053704611718274 77299.947144396559 -7864.6671402843394 -99349.274743923626 -39957.945063164894 652.23673735119053 -6581.1470163143385 -3906.3250463023396 -54514.579464708469 -168591.28404605263 29875.864883419523 142122.573908191 7130.2624305512618 -265987.45703125 233645.1531144426 -102382.54284396702 -1593.4013399183323 -130141.13274313039 -58449.473819571169 -304247.04856892524 -28610.851187500004 53561.805581937806 2117.2280643857757 130196.6243502266 23793.283733828357 17413.957329252578 -647822.58061342593 -55345.900816761365 144251.11544236404 -78183.642184003882 2102.0870385917829
leaf_weight=4005334 58 1075 135 47 336 255 49746 462 38 917 161 11023 40 111 36 419 290 137 107 25 951 58 231 343 97 27 22 208 837 278
leaf_count=4005334 58 1075 135 47 336 255 49746 462 38 917 161 11023 40 111 36 419 290 137 107 25 951 58 231 343 97 27 22 208 837 278
internal_value=0 -2167.55 7210.68 2712.76 -65853 34158.3 -5153.15 6020.07 42240.6 8162.31 4746.39 9073.55 -55222.6 46658.8 151353 -44231 -95567.6 -136567 -196356 -252043 45895.5 19033.4 58430.5 -15970.3 -82827.8 -173701 -381813 69837.4 -33474.8 -58166.2
internal_weight=0 68470 16534 14169 652 2365 51936 13517 2230 13055 11991 11184 807 1064 147 767 348 316 179 132 2192 1033 486 547 204 107 49 1159 2190 1115
internal_count=4073804 68470 16534 14169 652 2365 51936 13517 2230 13055 11991 11184 807 1064 147 767 348 316 179 132 2192 1033 486 547 204 107 49 1159 2190 1115
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=6 0 4 0 0 4 4 0 3 0 0 1 0 6 1 4 1 5 3 4 5 1 2 5 1 0 5 1 1 3
split_gain=3.52666e+13 7.18528e+13 8.37151e+13 7.51649e+13 8.68e+13 7.81653e+13 7.78911e+13 1.25192e+14 1.27538e+14 1.24054e+14 1.14742e+14 1.43318e+14 9.29298e+13 8.42602e+13 1.11977e+14 8.31562e+13 9.6604e+13 8.26931e+13 1.37983e+14 8.86128e+13 7.71465e+13 7.59915e+13 7.45438e+13 6.95278e+13 7.18467e+13 6.67456e+13 6.29534e+13 5.56507e+13 5.55313e+13 5.52615e+13
threshold=189.00000000000003 57.892117950000006 25.500000000000004 45.036141150000006 45.063245050000006 21.500000000000004 4.5000000000000009 56.006509350000009 3.5000000000000004 54.86311005000001 57.113979900000011 65.559704250000024 54.762682300000009 247.90000000000001 52.061190950000004 8.5000000000000018 65.534455000000023 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 47.386825600000002 3930.5000000000005 2.5000000000000004 39.803839700000005 55.145978450000008 4.5000000000000009 39.873894000000007 42.186961750000002 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 5 -5 7 9 13 12 -8 15 26 22 20 16 -12 -11 25 -20 -15 23 27 28 29 -19 -6 -9 -2 -25
right_child=1 -3 -4 4 6 -7 10 8 -10 17 11 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-11.873954180408596 -27424.513371930803 -26490.095313221813 -117076.93367034313 38458.5620264104 -7830.69114695183 152951.73184799383 945.27237839081613 -37550.699703881044 213791.2706845238 -109736.71953125001 52806.955221667922 279914.99159482762 -183479.50618206523 -36345.170335937502 -90780.648061342596 -14850.975337258364 270564.34589120367 98567.911298076928 245760.83627232141 61037.657552810764 185525.99025297619 41550.354513590137 30542.528173828126 -83832.553662683829 -74399.917088273723 299823.39450954861 84396.198204495624 -202095.27473744878 68819.469094067957 6032.6580014133724
leaf_weight=4067180 112 575 51 226 211 81 3129 31 21 20 83 29 23 25 54 117 27 26 28 358 42 227 32 85 311 45 114 61 129 351
leaf_count=4067180 112 575 51 226 211 81 3129 31 21 20 83 29 23 25 54 117 27 26 28 358 42 227 32 85 311 45 114 61 129 351
internal_value=0 7290.68 10501.8 11586.6 17228.7 68666.9 13700.6 36936.9 -22720.3 56171.8 6211.5 70578.8 10772.6 -42992.7 16374.4 43835.5 106256 89293.2 98003.5 74437.3 102738 -10624.3 -100924 -22611.9 -37679.6 226124 24519.7 -146651 24092 -11486.9
internal_weight=0 6624 6049 5998 4783 307 4476 1091 266 825 3385 256 348 245 121 227 110 477 457 386 67 1215 124 988 747 71 325 92 241 436
internal_count=4073804 6624 6049 5998 4783 307 4476 1091 266 825 3385 256 348 245 121 227 110 477 457 386 67 1215 124 988 747 71 325 92 241 436
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 7 0 0 6 1 0 0 4 4 4 6 6 1 0 0 1 1 0 0 4 4 0 6 0 0
split_gain=3.18657e+13 4.71787e+14 8.29392e+14 7.32649e+14 4.7682e+14 3.90102e+14 2.69888e+14 1.10461e+15 2.56715e+14 2.47441e+14 3.72823e+14 4.44378e+14 2.33991e+14 2.26995e+14 2.12872e+14 2.09174e+14 2.17135e+14 2.07978e+14 2.06177e+14 1.13256e+15 3.46159e+14 2.66006e+14 4.54051e+14 5.18949e+14 2.39898e+14 4.39271e+14 3.76175e+14 2.52342e+14 2.50965e+14 9.32195e+14
threshold=82.918694400000007 82.901648750000021 55.018166200000003 55.029726000000004 6.0000000000000009 6.0000000000000009 55.102137100000007 55.111813300000001 104.01000000000001 82.92647190000001 55.030407050000001 55.039488700000007 16.500000000000004 25.500000000000004 24.500000000000004 138.05000000000004 92.02500000000002 82.906746050000024 55.029726000000004 55.018166200000003 83.025426800000005 82.948524700000021 55.013931500000005 55.014210500000011 18.500000000000004 17.500000000000004 55.007293000000011 99.050000000000011 55.007293000000011 54.988402950000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 8 -5 -8 -4 10 -2 12 -12 15 -13 16 -3 -6 19 21 -21 22 -11 -24 25 28 -26 -27 29 -23
right_child=9 2 3 4 17 -7 7 -9 -10 18 11 14 -14 -15 -16 -17 -18 -19 -20 20 -22 24 23 -25 26 27 -28 -29 -30 -31
leaf_value=-7.7946238467279727 -24394.868524918784 -623.24218822586238 64733.782991748994 8613.7939544795445 15218.097799970536 319053.71232638892 289232.67055064422 -24090.921169737845 205684.9402680496 4700.1350706389221 82405.440659068365 2306.1279900001687 402408.21875 -59720.57310080788 -127844.41058624031 173975.18625233209 -46073.422666288607 57028.833847771253 -2511.8269906605342 21915.145024054702 -10487.628576537818 -192.50083957069398 203111.91611492948 42400.886586100263 5363.7928495471251 -13951.033578771616 56290.827187432093 -126530.41376321518 -4304.9800225232257 22927.098244036715
leaf_weight=3218612 10135 20145 1187 18570 1733 72 171 329 145 4789 477 4866 24 715 129 67 1109 3795 277723 30604 3695 308493 237 1320 7434 21065 1802 201 115675 18485
leaf_count=3218612 10135 20145 1187 18570 1733 72 171 329 145 4789 477 4866 24 715 129 67 1109 3795 277723 30604 3695 308493 237 1320 7434 21065 1802 201 115675 18485
internal_value=0 139.024 9976.04 22072.3 18062 92332.8 10565.9 83065.7 80077.6 -562.645 -13022 7950.31 97734.9 -4297.26 -1055.12 -2438.64 -2994.76 43921.4 -316.597 869.984 18424.4 -385.695 19952 66863.6 -658.467 -976.178 15300 -15015.1 -301.718 1114.52
internal_weight=0 3.26665e+06 48038 26002 24598 1404 19070 500 1332 807154 15631 5496 501 22036 4995 21321 21254 5528 791523 513800 34299 479501 6346 1557 473155 463919 9236 21266 442653 326978
internal_count=4073804 3266650 48038 26002 24598 1404 19070 500 1332 807154 15631 5496 501 22036 4995 21321 21254 5528 791523 513800 34299 479501 6346 1557 473155 463919 9236 21266 442653 326978
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=1 6 6 1 2 6 1 0 0 0 0 6 6 0 0 4 0 0 6 6 3 5 4 0 2 1 7 0 1 1
split_gain=3.42633e+13 1.01504e+14 1.01643e+14 9.91986e+13 1.51952e+14 1.88377e+14 1.48029e+14 2.63196e+14 1.21817e+14 1.21224e+14 1.63593e+14 1.57297e+14 1.06126e+14 1.03252e+14 9.96756e+13 9.94366e+13 9.71145e+13 9.26326e+13 9.10748e+13 1.07035e+14 1.16947e+14 8.55171e+13 8.06299e+13 7.45933e+13 1.50703e+14 8.96258e+13 7.34396e+13 9.98808e+13 8.04429e+13 1.07098e+14
threshold=91.292296250000007 84.00500000000001 99.050000000000011 83.971434050000013 10180.500000000002 49.010000000000012 83.754481100000007 53.379556850000007 56.520242650000007 55.462387050000011 55.214863500000007 98.020000000000024 64.405000000000015 55.418618900000006 52.07762420000001 24.500000000000004 56.228352100000002 55.390026600000006 78.010000000000005 77.565000000000012 9.5000000000000018 1.5000000000000002 4.5000000000000009 56.148747500000006 5325.0000000000009 92.90968070000001 6.0000000000000009 56.148747500000006 92.90968070000001 92.865667950000017
decision_type=2 2 2 2 2 2 2 2 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 23 21 6 5 -5 -1 15 12 10 14 16 -6 17 -7 18 -11 -12 19 -8 -21 -3 -4 -2 25 -25 28 -28 29 -24
right_child=1 2 22 4 8 9 7 -9 -10 11 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-40.998003582120333 1715.8796083282771 -174852.98352272727 -44607.353364726034 325.21999587651686 18272.058777615694 18402.720193166428 16781.752210971124 -14204.817853145621 -30181.322456300197 -42022.101956995044 5930.6331271415229 -147144.36508963449 76442.953079644576 83071.575753440615 -23453.470299316352 -55979.286720956923 -7983.0470898197373 -21670.307967389203 42864.477151651881 -186250.79166917069 84556.007880434787 22763.523542041425 11195.553935023716 9661.9816963223147 -1034.3406295786142 -34988.699766551079 -41156.260454376657 70639.701344086017 -2379.9042995736186 75174.909203330593
leaf_weight=3878401 117510 22 365 19654 1124 620 8558 3284 358 1861 5190 112 435 151 6909 177 1525 1588 1445 52 23 4728 840 558 13223 2313 568 93 1737 380
leaf_count=3878401 117510 22 365 19654 1124 620 8558 3284 358 1861 5190 112 435 151 6909 177 1525 1588 1445 52 23 4728 840 558 13223 2313 568 93 1737 380
internal_value=0 1524.17 11969.2 -55.1818 -5039.57 -6439.37 -4.55981 10433.6 22423.4 -13843.6 -9802.12 -30548.2 34503.2 1286.09 -20006.7 18323.6 -26691.5 -535.92 19628.6 15739.4 -103203 21848.2 187.77 841.43 -5543.34 -26310.5 4706.9 -25427 11443 31123.5
internal_weight=0 142337 8733 3.93147e+06 39527 37610 3.89194e+06 13539 1917 17956 14458 3498 1559 6929 7529 10255 3386 6778 10078 8633 75 4750 3983 133604 16094 2871 3618 661 2957 1220
internal_count=4073804 142337 8733 3931467 39527 37610 3891940 13539 1917 17956 14458 3498 1559 6929 7529 10255 3386 6778 10078 8633 75 4750 3983 133604 16094 2871 3618 661 2957 1220
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=6 6 4 1 5 1 1 4 0 2 5 0 2 1 7 0 0 1 0 1 1 1 5 4 6 5 1 0 0 0
split_gain=3.51784e+13 1.667e+14 3.0018e+14 1.8958e+14 1.64371e+14 1.88051e+14 1.59018e+14 1.93656e+14 1.38816e+14 1.27516e+14 2.32771e+14 2.02465e+14 1.5937e+14 5.48955e+14 3.36088e+14 3.43987e+14 5.54047e+14 4.47526e+14 3.51637e+14 3.36471e+14 3.03196e+14 2.69761e+14 3.98302e+14 3.01272e+14 2.51736e+14 2.49277e+14 2.27969e+14 3.53711e+14 2.23823e+14 2.91359e+14
threshold=88.825000000000003 82.00500000000001 9.5000000000000018 38.958307950000012 3.5000000000000004 37.442254400000003 37.425454150000007 6.5000000000000009 55.81943720000001 36.000000000000007 2.5000000000000004 55.81943720000001 1696.0000000000002 37.131181300000009 6.0000000000000009 55.759969450000007 55.721784200000009 37.924401400000008 55.418618900000006 37.843405600000004 37.534144550000008 37.873748150000004 3.5000000000000004 17.500000000000004 138.05000000000004 3.5000000000000004 37.586700500000006 55.579943700000008 55.667390500000003 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 -2 -12 13 -11 15 16 18 -18 20 26 -15 22 -17 -23 -24 -16 28 -28 -20 -30
right_child=9 2 -4 8 -6 -7 7 -9 -10 12 11 -13 -14 14 25 21 17 -19 19 -21 -22 23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-58.252326378279477 -55800.789598545889 16258.774347820705 1033.2252521877306 24727.697249907793 -25474.587336324057 -12369.827253163816 -15958.826320167824 347691.67636718752 7498.0144233772608 -67039.0149003837 4183.1687498805977 35314.664047615763 -952.83135438774889 -86656.43378113104 -51722.960801082401 -15117.337301824036 224411.98461210425 32695.599338942309 -10394.920427911933 -4766.3690795192833 10550.794047281206 -24417.518924536838 28712.666202508277 -124822.60550677544 141635.90050589139 16912.609821954258 76395.404525563688 298952.69672256097 111451.538930205 -60950.182334456913
leaf_weight=3707216 528 5713 112217 12076 1860 3170 27 32 7631 1585 8134 2811 194902 591 2270 3436 229 260 627 1730 702 2523 1034 339 244 690 553 82 468 124
leaf_count=3707216 528 5713 112217 12076 1860 3170 27 32 7631 1585 8134 2811 194902 591 2270 3436 229 260 627 1730 702 2523 1034 339 244 690 553 82 468 124
internal_value=0 70.86 3424.47 12219.9 1572.54 7198.53 17945.5 181275 18056 -1218.64 9050.17 12178.7 -1773.35 -10918.4 -5324.74 1627.83 20999.4 122477 10824.6 26952.8 -33880.4 -12092.8 2610.29 -36310.4 50272.3 -35723.5 56550.5 105135 31241.9 75340.4
internal_weight=0 3.84994e+06 142726 30509 10802 8942 5772 59 19707 223862 11473 10945 212389 17487 15902 12942 5366 489 4877 3584 1293 7576 4714 2862 1278 2960 1854 635 1219 592
internal_count=4073804 3849942 142726 30509 10802 8942 5772 59 19707 223862 11473 10945 212389 17487 15902 12942 5366 489 4877 3584 1293 7576 4714 2862 1278 2960 1854 635 1219 592
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 1 6 1 0 4 0 0 7 1 6 1 0 0 1 7 5 5 1 1 0 1 0 4 1 0
split_gain=3.74139e+13 1.97831e+14 5.12337e+14 9.25415e+14 5.66576e+14 3.78955e+14 3.2458e+14 3.09293e+14 3.73844e+14 2.4787e+14 3.39186e+14 5.89882e+14 4.73669e+14 2.79049e+14 2.39852e+14 3.61271e+14 3.68396e+14 5.83543e+14 3.34829e+14 3.13225e+14 2.93765e+14 2.84294e+14 2.8182e+14 2.59768e+14 2.36124e+14 6.09234e+14 5.15829e+14 1.13334e+15 8.06963e+14 4.29529e+14
threshold=68.00500000000001 60.571186450000006 60.620042600000012 56.791379400000004 56.850115550000005 56.805602900000004 108.05000000000001 60.605526900000008 56.818587550000011 14.500000000000002 56.83050475000001 56.838524800000009 6.0000000000000009 60.590708550000009 81.705000000000013 55.90712030000001 54.431501800000014 54.810424650000009 53.67029225000001 6.0000000000000009 2.5000000000000004 1.5000000000000002 55.957851400000003 20.507515800000004 54.947152850000002 82.973036600000015 54.810424650000009 4.5000000000000009 83.050033500000012 54.86311005000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 14 -7 9 -9 -5 -11 -12 -13 -14 -2 18 -17 22 19 21 -21 -16 -18 -22 25 -4 -27 -28 -29 -30
right_child=1 2 24 4 -6 6 -8 8 -10 10 11 12 13 -15 15 16 17 -19 -20 20 23 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=144.10407735200582 -3311.4346830703525 -80852.568259872409 -19633.973053619033 62938.075671718972 -2098.9598320341929 -13891.639164133339 -70866.227545361107 43199.061005622701 137595.3926954229 48974.940054649705 -85814.952771484386 160802.08143118353 181161.82295673079 -41281.599834259468 -33154.554776407218 -65330.758469320848 114319.90633099133 -2214.4007731199358 -51765.880384608325 13816.90883670895 -52294.667271372076 3526.3851066682155 44170.436753390823 -6482.6377890925805 2473.4827129411838 -3680.9433518036167 127725.93620723038 -11731.724182669377 218845.78799472016 54491.971754228929
leaf_weight=3322544 272588 795 18534 1984 3386 11514 1095 949 752 1589 675 235 65 426 2141 414 790 2557 1223 7288 1265 161221 2082 57417 171845 21908 976 4105 182 1259
leaf_count=3322544 272588 795 18534 1984 3386 11514 1095 949 752 1589 675 235 65 426 2141 414 790 2557 1223 7288 1265 161221 2082 57417 171845 21908 976 4105 182 1259
internal_value=0 -637.319 1808.2 23012.7 31219.9 -1714.11 -18839.5 48121.5 84931 35533.4 17349.2 -18520.4 44046.9 -11833.9 -1289.87 1041.17 25597.5 32531.5 418.837 697.132 -5118.52 3045.65 63466.4 -7470.2 756.16 -5527.66 3668.48 28355.9 10868.5 75250.1
internal_weight=0 751260 229665 10856 10061 521595 12609 6675 1701 4974 2990 1401 726 491 508986 236398 5843 5429 230555 229332 65970 163362 2872 58682 218809 46964 28430 6522 5546 1441
internal_count=4073804 751260 229665 10856 10061 521595 12609 6675 1701 4974 2990 1401 726 491 508986 236398 5843 5429 230555 229332 65970 163362 2872 58682 218809 46964 28430 6522 5546 1441
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=6 2 4 5 0 6 2 0 4 5 3 3 3 0 7 1 1 3 7 0 4 0 1 1 1 4 6 1 0 0
split_gain=3.96491e+13 1.59885e+14 1.86783e+14 2.42591e+14 2.86994e+14 2.22689e+14 2.22602e+14 6.64056e+14 2.25808e+14 2.39743e+14 2.11497e+14 1.95193e+14 2.6225e+14 1.5778e+14 1.54101e+14 1.5398e+14 3.60067e+14 3.15624e+14 2.69332e+14 5.77573e+14 6.77007e+14 2.96832e+14 3.89173e+14 2.68371e+14 2.92054e+14 2.47233e+14 2.32366e+14 2.30591e+14 5.60637e+14 7.80317e+14
threshold=112.00500000000001 2875.5000000000005 3.5000000000000004 3.5000000000000004 57.57007620000001 120.05000000000001 2865.5000000000005 56.309668500000008 6.5000000000000009 2.5000000000000004 1.5000000000000002 17.500000000000004 15.500000000000002 56.228352100000002 6.0000000000000009 82.906746050000024 82.918694400000007 6.5000000000000009 6.0000000000000009 50.596941950000009 8.5000000000000018 55.801384500000005 20.507515800000004 65.574968200000015 65.559704250000024 18.500000000000004 125.02000000000002 82.825258850000026 55.055052800000006 55.111813300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -10 -6 12 13 -8 -11 18 17 -17 23 -20 21 22 26 24 25 -3 -21 -25 -29 -30
right_child=1 15 6 4 5 -7 7 8 9 14 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=40.789416269312746 -64902.820363140643 -15989.970486061113 3384.1524328739929 -20960.259194543862 470107.7851851852 44928.086038531474 -202836.08564116381 147708.95314843752 231406.70214697995 57810.972940589643 97602.577633928566 -268405.03479729727 261522.06869612072 -27201.931437418811 -69322.312628580738 96938.381029445445 -2946.5185668311105 -3203.3294848330388 -33561.961154152319 118151.10523767606 7384.1886097972056 7913.4385669550629 171828.85250468354 -73671.574184845609 60494.277118281534 26829.114891716996 -135084.9482421875 -40771.439065515457 234520.06543116714 -243769.61816860468
leaf_weight=4005334 889 18738 24482 1092 27 217 58 400 67 464 35 37 29 433 120 727 9299 555 2070 71 2845 242 588 1348 557 1453 74 1345 165 43
leaf_count=4005334 889 18738 24482 1092 27 217 58 400 67 464 35 37 29 433 120 727 9299 555 2070 71 2845 242 588 1348 557 1453 74 1345 165 43
internal_value=0 -2386.08 3362.46 -24216.3 2166.15 92682.4 5751.42 41793.3 88576.1 52242.5 259823 -46480.7 -30690 -47948.9 31687.7 -6448.18 3902.91 53585.3 -10156 8977.52 32029 103941 135645 -14921.4 -10938 -12908.6 -11086.6 -43410.3 -17143.5 135643
internal_weight=0 68470 28350 2260 1371 279 26090 1608 1051 651 62 557 520 491 584 40120 10581 1282 29539 5890 3820 975 733 23649 20748 20191 145 2901 1553 208
internal_count=4073804 68470 28350 2260 1371 279 26090 1608 1051 651 62 557 520 491 584 40120 10581 1282 29539 5890 3820 975 733 23649 20748 20191 145 2901 1553 208
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=6 5 1 0 0 0 6 1 1 0 6 4 0 0 5 1 6 4 4 3 0 1 5 6 2 1 4 4 6 0
split_gain=3.65336e+13 9.14818e+13 9.63042e+13 8.22376e+13 7.7459e+13 9.42866e+13 5.07979e+13 1.6797e+14 1.73765e+14 1.58984e+14 1.30137e+14 2.27402e+14 2.80646e+14 2.63414e+14 1.28347e+14 2.44002e+14 2.55676e+14 2.02543e+14 1.60009e+14 1.75851e+14 1.59399e+14 1.87441e+14 1.97647e+14 2.57706e+14 2.71004e+14 2.53041e+14 1.92822e+14 3.37427e+14 2.57762e+14 2.39962e+14
threshold=247.90000000000001 5.5000000000000009 30.472130500000002 55.539595350000006 60.028671700000011 59.939085000000013 112.00500000000001 37.897576350000001 38.927872750000006 55.834019500000004 108.05000000000001 5.5000000000000009 55.102137100000007 55.017684700000011 3.5000000000000004 30.277905650000005 118.04500000000002 3.5000000000000004 8.5000000000000018 1.5000000000000002 60.05226170000001 30.260128500000004 2.5000000000000004 134.05000000000004 75.000000000000014 33.882313700000005 4.5000000000000009 5.5000000000000009 125.02000000000002 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -2 10 14 9 -9 -1 -12 13 -13 20 16 17 -16 19 -17 21 26 23 24 -23 -25 28 -28 29 -8
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 11 12 -14 -15 15 18 -18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=4.0673290155614792 -45252.467185255031 34413.806123364455 10672.587298645809 180602.96757812501 89524.115343750003 -232371.6639022436 116412.04171006946 -20143.896070567353 -4446.0988212460388 -89687.734184405199 -18778.781409804069 24079.995809075135 1081.3755456780748 89945.374649708276 132822.30505433696 80994.899531509553 3906.4418614679398 -106163.45013537005 40745.499477337667 484.47537336908027 -97131.793964146214 -328955.24494791671 -3844.6577161097298 -421754.64416118426 -17080.992128244387 -54359.723205236485 120167.97237092606 13982.346840880102 -153634.84719597868 -175763.59481907895
leaf_weight=3992241 87 123 2863 56 25 39 108 1596 47218 414 2271 4301 5814 707 39 301 1369 391 3079 2749 175 30 5554 38 391 37 396 1225 129 38
leaf_count=3992241 87 123 2863 56 25 39 108 1596 47218 414 2271 4301 5814 707 39 301 1369 391 3079 2749 175 30 5554 38 391 37 396 1225 129 38
internal_value=0 10692.4 6567.44 80149 -71267.3 -103170 -8.38718 -2775.54 -5671.9 -34467.9 36.7105 9990.07 16027.2 33378.5 6108.64 15159.5 -17221.7 -84488 24664.2 8429.93 -2727.14 -648.007 -9246.04 -69728.5 -39304.8 -240506 26787.7 39922.8 -50637.9 40366.3
internal_weight=0 3193 3014 179 151 126 4.07061e+06 65277 49228 2010 4.00533e+06 13093 10822 5008 16049 7928 1799 430 6129 3050 8121 7946 6050 496 421 75 1896 1621 275 146
internal_count=4073804 3193 3014 179 151 126 4070611 65277 49228 2010 4005334 13093 10822 5008 16049 7928 1799 430 6129 3050 8121 7946 6050 496 421 75 1896 1621 275 146
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=0 0 2 6 0 4 1 4 2 7 2 0 6 4 0 1 1 0 4 4 0 6 2 4 6 1 4 1 1 0
split_gain=3.55585e+13 1.72494e+14 5.68806e+14 2.03003e+14 1.98946e+14 2.36853e+14 2.16212e+14 2.55039e+14 1.98913e+14 1.93437e+14 6.34988e+14 4.14674e+14 3.80821e+14 4.40063e+14 1.37138e+15 5.34216e+14 5.73253e+14 6.78985e+14 1.30033e+15 6.7184e+14 4.74804e+14 4.05929e+14 3.71476e+14 3.68218e+14 3.4779e+14 3.2764e+14 3.27096e+14 3.08656e+14 3.03047e+14 7.37806e+14
threshold=55.539595350000006 55.214863500000007 2911.0000000000005 67.91500000000002 55.303261650000003 24.500000000000004 37.401708450000008 19.500000000000004 75.000000000000014 6.0000000000000009 2200.0000000000005 55.161746650000005 44.820000000000007 9.5000000000000018 54.916864950000011 20.507515800000004 34.382014200000008 54.707511300000007 8.5000000000000018 8.5000000000000018 55.111813300000001 66.50500000000001 7833.0000000000009 5.5000000000000009 87.395000000000024 83.050033500000012 4.5000000000000009 38.109452700000006 30.624707450000006 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 7 -6 -8 28 11 27 -12 14 15 23 17 18 26 -19 21 -16 -20 -14 25 -15 -17 -11 29 -1
right_child=-2 2 3 -5 6 -7 8 -9 -10 10 12 -13 13 24 20 16 -18 19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-32464.128443194892 317.62932369370583 -26207.745865437857 -16006.798070230752 -48191.963526363274 10724.032990270076 255954.14291666669 -17879.955210502983 96278.684697049219 -77.240949329304669 -30887.861691708706 -2669.8108244883988 113910.2753829391 23924.720942206965 1838.6940390453049 45323.693695558308 -53154.821627807622 4680.9368167324174 -79579.367038436365 69479.388486842101 60609.656975200051 -5271.5265527019474 102522.99107438565 -178747.17976325759 -50372.219877140175 -11998.084442010659 24312.292791288746 181140.94246102794 17733.868173908944 -795.76913268125554 27557.251669895319
leaf_weight=2593 1889658 3565 17182 2212 10009 30 6900 361 69412 1380 202765 432 888 279949 3077 64 26588 549 95 906 1054 2079 165 2681 17927 6641 864 24221 1489813 9744
leaf_count=2593 1889658 3565 17182 2212 10009 30 6900 361 69412 1380 202765 432 888 279949 3077 64 26588 549 95 906 1054 2079 165 2681 17927 6641 864 24221 1489813 9744
internal_value=0 -274.803 -4139.85 -19677.7 -801.884 -23853.1 154.13 13702.4 -1686.93 -70.4707 1493.94 16752.4 766.812 2795.26 12795.1 4636.84 9096.2 53512.8 109605 7713.59 55885.7 68387.6 -88049 -31886.5 1514.23 2359.46 164983 15113 -666.517 14941.9
internal_weight=0 2.18415e+06 109671 19394 90277 3595 86682 10370 76312 2.07448e+06 572325 26033 546292 343527 39010 32800 29231 2643 1188 1455 6210 5156 260 3569 304517 286590 928 25601 1.50215e+06 12337
internal_count=4073804 2184146 109671 19394 90277 3595 86682 10370 76312 2074475 572325 26033 546292 343527 39010 32800 29231 2643 1188 1455 6210 5156 260 3569 304517 286590 928 25601 1502150 12337
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=6 1 0 0 1 2 0 0 5 4 2 1 0 1 6 0 4 5 0 1 6 4 7 6 1 1 1 2 4 0
split_gain=3.5108e+13 2.08844e+14 2.64137e+14 1.90312e+14 2.66264e+14 3.32929e+14 2.29334e+14 2.2555e+14 2.26234e+14 2.36577e+14 2.1233e+14 2.84983e+14 2.50784e+14 1.9606e+14 1.77015e+14 1.74899e+14 3.81012e+14 3.01647e+14 2.7409e+14 2.16039e+14 1.94251e+14 1.77634e+14 3.86077e+14 1.73627e+14 2.0262e+14 1.68978e+14 1.63456e+14 2.41415e+14 1.48629e+14 2.28982e+14
threshold=41.285000000000004 37.343102500000008 59.764576050000009 55.696737300000009 37.755233900000007 2865.5000000000005 55.710673100000008 55.972700350000004 1.5000000000000002 17.500000000000004 2970.5000000000005 43.56803845000001 55.972700350000004 49.300375350000003 35.305000000000007 60.002985000000002 20.500000000000004 2.5000000000000004 59.864072000000007 30.624707450000006 38.205000000000005 9.5000000000000018 6.0000000000000009 44.010000000000012 30.438492500000006 37.897576350000001 38.109452700000006 5873.0000000000009 8.5000000000000018 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 25 8 28 -10 11 -7 -12 -13 -11 16 18 -18 -4 20 21 22 -20 24 -2 -6 27 -3 29 -5
right_child=23 3 15 4 5 10 -8 -9 9 14 12 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7880.5145725418979 7108.242719689747 -3049.2829391105961 -2285.0910297639357 49631.547799137254 -8343.8202844107545 -22877.13292405563 -4808.1168504573352 -11873.876506261482 23606.268752940305 216102.9430013021 -40108.374045165503 11461.428327875388 1996.456368010653 -2971.9908243348782 67504.811531876927 -4995.1851381792649 -6584.6768144523885 -107676.72267029421 5359.3271280982935 -38325.613152852871 26143.29571776485 14835.746368025546 -59305.251183830369 113.26465999521136 -2764.503712792146 23052.258474095404 547.9577631389252 -30005.2775581481 6850.002708606441 8810.8320137170649
leaf_weight=63596 22075 80736 19370 2171 2521 2869 87487 4710 3847 96 1427 61585 162869 11109 486 44100 23011 299 7396 820 9166 18168 1055 2435446 356483 5357 596827 3465 41513 3744
leaf_count=63596 22075 80736 19370 2171 2521 2869 87487 4710 3847 96 1427 61585 162869 11109 486 44100 23011 299 7396 820 9166 18168 1055 2435446 356483 5357 596827 3465 41513 3744
internal_value=0 438.748 -2645.33 976.269 2732.27 1661.39 -3336.57 9078.48 10981.5 32595.7 3648.51 8035.7 1630.75 9255.73 92015.8 53.0341 2860.96 -7881.4 7334.46 12424.8 13587.7 9264.3 -2713.22 -196.423 -2188.79 13005.4 -33.9475 -4158.56 8963.1 23793.4
internal_weight=0 1.2598e+06 186981 1.07282e+06 391791 335224 95365 56567 51857 4429 239859 75563 164296 72694 582 123385 79285 23310 55975 36605 35785 26619 8451 2.814e+06 378558 7878 681028 84201 47428 5915
internal_count=4073804 1259800 186981 1072819 391791 335224 95365 56567 51857 4429 239859 75563 164296 72694 582 123385 79285 23310 55975 36605 35785 26619 8451 2814004 378558 7878 681028 84201 47428 5915
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 4 0 3 6 4 6 1 1 1 0 1 6 4 1 7 1 1 0 4 3 4 4 6 1 1
split_gain=3.69835e+13 6.22764e+14 7.08023e+14 4.22004e+14 5.32154e+14 3.69945e+14 3.06429e+14 3.07781e+14 2.81635e+14 2.57671e+14 3.61062e+14 2.7954e+14 5.01722e+14 2.64756e+14 3.79508e+14 2.54634e+14 2.49059e+14 2.389e+14 2.35903e+14 2.16793e+14 2.14222e+14 2.24452e+14 3.47885e+14 2.12686e+14 2.02706e+14 1.97129e+14 5.33324e+14 3.46206e+14 4.16692e+14 3.4467e+14
threshold=47.285193200000002 47.207933300000008 39.044653900000007 48.179569850000007 40.377616600000003 13.500000000000002 45.085557650000005 3.5000000000000004 49.010000000000012 18.500000000000004 62.010000000000012 39.749243900000003 39.723160900000003 39.689978950000004 47.234875100000004 39.689978950000004 112.00500000000001 6.5000000000000009 47.899251850000006 6.0000000000000009 39.689978950000004 39.105193450000009 46.323575350000006 3.5000000000000004 1.5000000000000002 16.500000000000004 18.500000000000004 116.05000000000001 39.069277450000008 38.965413050000002
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 5 -2 24 15 -9 10 -4 12 -11 -12 17 -8 -7 -15 20 -19 21 -10 -23 -3 -1 -26 27 28 -27 -28
right_child=3 2 9 -5 -6 16 7 8 18 11 13 -13 -14 14 -16 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=6249.5296221417566 147.78765440232107 5587.2668994074047 9275.8738045732916 -5.9943603412941027 -42549.005203146575 -18776.355706528382 3966.1659423953238 -3902.0718623202733 -18915.674228728596 941.31567682028253 6991.6066786801839 -19464.186110051793 53383.890744414857 21617.342530330337 17468.171951839922 -12110.086776106384 -185690.98111111112 79683.229815546845 46995.056933337662 12412.787315092439 -40222.846873152201 55600.144787723737 -9760.155008239306 -40382.483113286493 -1243.3503549447291 20449.022955010321 11129.081085656078 -55942.139761984967 -2726.6225287167586 -6355.70239113758
leaf_weight=56774 29476 1375 53183 3299643 4422 13297 46284 41700 21151 16126 4771 5177 2057 1506 5665 12517 90 3031 572 569 3735 1065 3460 3755 341726 28258 14926 719 10694 46080
leaf_count=56774 29476 1375 53183 3299643 4422 13297 46284 41700 21151 16126 4771 5177 2057 1506 5665 12517 90 3031 572 569 3735 1065 3460 3755 341726 28258 14926 719 10694 46080
internal_value=0 646.542 8095.89 -140.414 -9520.5 -6113.09 -503.582 -4818.38 -9217.09 10110.2 13194.2 1037 6874.02 26602.3 35288.8 544.006 -19898.5 55060.4 -16609.2 69050.8 -17846.2 -14591.1 5622.99 -28061.2 624.298 -97.5935 3791.43 12817.1 14086.3 -2077.8
internal_weight=0 726876 97215 3.34693e+06 47285 42863 629661 130484 71683 92085 68725 23360 18183 15542 10771 58801 13387 5106 29983 3600 29411 25676 4525 5130 499177 442403 100677 39671 38952 61006
internal_count=4073804 726876 97215 3346928 47285 42863 629661 130484 71683 92085 68725 23360 18183 15542 10771 58801 13387 5106 29983 3600 29411 25676 4525 5130 499177 442403 100677 39671 38952 61006
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=6 6 4 5 1 0 0 1 3 1 2 0 0 4 4 4 1 1 1 0 0 6 0 4 1 5 0 0 6 1
split_gain=3.57086e+13 1.30138e+14 2.26872e+14 1.60804e+14 1.83054e+14 2.05908e+14 1.26393e+14 2.27289e+14 1.54218e+14 1.23987e+14 1.11246e+14 4.21509e+14 1.24982e+14 1.83696e+14 1.0875e+14 1.61094e+14 2.71557e+14 2.49771e+14 3.75896e+14 2.65551e+14 2.38847e+14 2.00993e+14 2.16248e+14 2.8669e+14 1.9153e+14 1.85984e+14 1.66619e+14 1.62973e+14 2.05836e+14 2.25514e+14
threshold=88.825000000000003 82.00500000000001 9.5000000000000018 3.5000000000000004 82.92647190000001 55.050541250000002 60.042359000000012 30.303340300000002 12.500000000000002 38.011626600000007 75.000000000000014 55.775215600000003 55.749683450000006 8.5000000000000018 24.500000000000004 21.500000000000004 30.084656550000002 30.315889700000003 30.303340300000002 56.020150250000007 55.721784200000009 128.05000000000004 45.022979600000006 23.500000000000004 30.226173900000003 3.5000000000000004 45.029425500000009 56.782540950000005 112.00500000000001 65.559704250000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -8 -5 11 12 -3 -14 15 -2 -17 18 24 20 21 26 23 -23 -18 -26 -19 -21 29 -29
right_child=14 2 6 9 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 19 -20 27 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-42.686215255990589 -1409.5477471778393 -37797.490368202089 1312.8507459856989 -27180.550443002852 62292.128328964405 -1919.8082404914348 -155389.21512675384 -10185.422487340282 62352.090985576928 4562.2120208420192 13594.706278530211 83690.524335174065 -20590.37162388393 -274508.55010775867 -9113.5191580601495 -170207.39484747025 60318.794150737784 29796.222581662158 172808.17642479122 -81540.227897049073 37478.271658726502 -230977.82534579921 59087.979918269841 113508.55271484375 -63102.174231445315 127152.58417338711 -8595.8921626985448 -35364.512985998554 37340.474651046643 115248.01449404762
leaf_weight=3707216 191898 793 110960 1575 1549 737 196 1022 39 5626 19808 307 56 58 16221 84 647 1397 217 377 3019 61 986 40 300 62 5924 1869 655 105
leaf_count=3707216 191898 793 110960 1575 1549 737 196 1022 39 5626 19808 307 56 58 16221 84 647 1397 217 377 3019 61 986 40 300 62 5924 1869 655 105
internal_value=0 71.392 3034.5 10680.9 14716.2 41590.4 955.647 -30576 -119253 -2380.55 11793.8 -17590.6 -51872.1 -149777 -1227.79 -611.751 9112.92 10074.9 53408.2 6393.94 13351 4687.76 44812.7 -94547.6 27729.5 -30517.1 -1269.87 -20052.5 -11235.2 -27353.2
internal_weight=0 3.84994e+06 142726 30509 23308 2286 112217 1257 235 7201 21022 1214 907 114 223862 207641 15743 15659 1226 14433 11427 8408 1087 101 1009 362 7321 3006 2629 1974
internal_count=4073804 3849942 142726 30509 23308 2286 112217 1257 235 7201 21022 1214 907 114 223862 207641 15743 15659 1226 14433 11427 8408 1087 101 1009 362 7321 3006 2629 1974
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=6 5 7 0 4 0 1 6 0 0 4 1 0 0 1 0 4 1 1 0 3 0 1 1 6 0 0 1 5 6
split_gain=3.70858e+13 1.67433e+14 6.53443e+14 4.37945e+14 7.22977e+14 3.0969e+14 3.48258e+14 2.65836e+14 2.05152e+14 4.41719e+14 7.60309e+14 3.40323e+14 2.75895e+14 5.09556e+14 5.2432e+14 5.15666e+14 3.5641e+14 2.73484e+14 8.87841e+14 3.29928e+14 2.80248e+14 2.56975e+14 2.51002e+14 4.56301e+14 2.95637e+14 4.9353e+14 3.13674e+14 3.85582e+14 2.83978e+14 2.83274e+14
threshold=68.00500000000001 1.5000000000000002 6.0000000000000009 59.990753350000013 19.500000000000004 46.323575350000006 30.260128500000004 120.05000000000001 53.175387700000009 53.20799465000001 17.500000000000004 50.136929700000003 47.267650700000011 47.207933300000008 39.625203600000013 45.07004340000001 21.500000000000004 40.377616600000003 39.908802000000009 43.550475500000012 8.5000000000000018 44.249882500000005 39.038055050000004 39.689978950000004 92.02500000000002 45.109778000000006 45.125532050000011 38.958307950000012 2.5000000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 10 11 -10 13 15 -15 17 -16 18 -3 -20 -19 -21 24 -24 28 29 27 -27 -17 -26
right_child=1 8 3 4 -6 6 7 -9 9 -11 -12 -13 -14 14 16 22 -18 20 19 21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=143.470743557541 20385.01696697899 1466.0484319570385 21880.096027750824 -148620.99663461538 511103.75475543481 40114.173889853402 -69570.597538776507 4502.8775939835632 94265.540487622027 231.92603661575038 -25986.627949072994 15130.250336866251 -10097.796735828502 -23703.386942018289 35953.000807847595 -35922.483534188141 -8520.6072874606507 -3750.9922526701616 51496.778948692663 204501.07507577402 -29202.077441451896 -11740.262181555707 21689.262275104396 -30452.612297889427 -66387.704563107327 125150.965598025 -37197.803233196457 -104777.98219675165 -4495.4706214976204 -179121.86723978841
leaf_weight=3322544 799 68800 2018 26 46 405 3022 577 1623 555640 1340 817 45928 2535 8710 4759 2272 27620 1537 270 5130 69 3844 2979 1820 314 747 95 7264 254
leaf_count=3322544 799 68800 2018 26 46 405 3022 577 1623 555640 1340 817 45928 2535 8710 4759 2272 27620 1537 270 5130 69 3844 2979 1820 314 747 95 7264 254
internal_value=0 -634.518 -16148.2 30526.6 272870 -36458.5 -47801.7 -57695 -490.858 463.694 34532.4 67768.2 -3378.15 -1158.16 17289.6 -3145.05 26752.1 -183.602 3316.82 71191.8 -7737.68 160487 -17019.4 -1076.48 -24151.1 -51011.1 1346.66 71744.5 -16935.1 -80194.1
internal_weight=0 751260 6893 2090 72 4803 4004 3599 744367 559420 3780 2440 184947 139019 13517 125502 10982 103426 70676 1876 32750 339 22076 6823 15253 3230 1156 409 12023 2074
internal_count=4073804 751260 6893 2090 72 4803 4004 3599 744367 559420 3780 2440 184947 139019 13517 125502 10982 103426 70676 1876 32750 339 22076 6823 15253 3230 1156 409 12023 2074
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=0 1 5 6 5 3 6 6 4 0 1 3 6 6 5 6 1 1 0 1 2 6 1 1 1 6 1 0 0 1
split_gain=4.1953e+13 1.63193e+14 1.68603e+14 1.28705e+14 1.41224e+14 1.08048e+14 1.23985e+14 8.35697e+13 8.06989e+13 7.62168e+13 6.45583e+13 6.63726e+13 8.85224e+13 1.1044e+14 1.67563e+14 6.45417e+13 6.11842e+13 5.7205e+13 5.55495e+13 3.90919e+14 2.50322e+14 2.38562e+14 2.31977e+14 5.87556e+14 4.59213e+14 4.41295e+14 3.22676e+14 3.89647e+14 3.10435e+14 3.72597e+14
threshold=43.051287600000009 47.800771000000005 2.5000000000000004 63.140000000000008 1.5000000000000002 4.5000000000000009 128.05000000000004 79.710000000000022 11.500000000000002 42.965693300000005 47.386825600000002 10.500000000000002 168.45000000000002 247.90000000000001 4.5000000000000009 110.01500000000001 47.386825600000002 47.256487700000001 45.001720900000002 43.80299105000001 13916.000000000002 67.445000000000007 39.908802000000009 39.749243900000003 40.377616600000003 64.015000000000015 41.966773150000002 44.878071950000013 43.6005307 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 16 -8 -7 12 -12 14 -14 -3 -4 -6 19 22 21 -21 23 28 25 -24 27 -26 -2 -30
right_child=18 15 5 7 17 10 9 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=-2895.1960571491436 14212.537630384451 -16358.555095278702 7207.1274764293958 -19288.095225175392 950.92986160830628 -18144.583406983784 19907.285761477626 2797.2787611036356 -33091.528965316284 104088.7490159607 14186.957972014032 -27646.259617171752 304842.96552019817 -69386.497027853256 -42519.953273809529 -82127.836493956376 34117.751924444339 24188.797454884047 58.696342915809787 -19260.707081407538 3968.7704391658062 -60444.748106846382 12671.204851813567 -24847.748807109172 -40579.153284285188 62367.800874740191 4895.5834944144935 -453.61742154996341 1648.6497078426278 -9962.8393275137078
leaf_weight=6865 12196 2423 1228 4130 1409 897 162 2928 248 320 2825 372 41 23 21 159 2708 4269 3832577 4357 2649 2077 7936 11195 3793 2306 37083 6686 76730 43191
leaf_count=6865 12196 2423 1228 4130 1409 897 162 2928 248 320 2825 372 41 23 21 159 2708 4269 3832577 4357 2649 2077 7936 11195 3793 2306 37083 6686 76730 43191
internal_value=0 3663.06 5848.01 676.339 6754.87 17308.7 27768.5 -10126 22235.8 75795.4 5630.01 12127.8 17212.3 117762 187188 -20408.6 25721.9 18422.3 -28.1137 -1610.93 -21903.5 -32555.6 -694.457 -2851.39 4653.18 23860.5 517.079 -14977.5 -987.519 -2533.37
internal_weight=0 31028 28446 19601 12543 8845 4666 7058 4184 482 4179 3282 2910 85 62 2582 3936 5678 4.04278e+06 210199 9083 6434 201116 143312 57804 10242 47562 10479 132117 119921
internal_count=4073804 31028 28446 19601 12543 8845 4666 7058 4184 482 4179 3282 2910 85 62 2582 3936 5678 4042776 210199 9083 6434 201116 143312 57804 10242 47562 10479 132117 119921
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 0 7 4 4 0 0 1 1 0 0 0 0 4 1 1 2 0 6 0 4 1 6 1 1
split_gain=3.54169e+13 7.15423e+14 8.67181e+14 6.82119e+14 4.45684e+14 5.49816e+14 3.96245e+14 5.22802e+14 4.74124e+14 3.09633e+14 3.29778e+14 3.23707e+14 2.88473e+14 2.87963e+14 6.87412e+14 4.60409e+14 5.3906e+14 4.88239e+14 4.35995e+14 4.30605e+14 4.10881e+14 3.98347e+14 3.81041e+14 4.10809e+14 3.40668e+14 3.29781e+14 4.62487e+14 3.41257e+14 3.25585e+14 3.87793e+14
threshold=65.593879100000024 82.648284550000014 57.125462300000009 65.534455000000023 61.438154000000004 6082.0000000000009 57.174562350000009 6.0000000000000009 13.500000000000002 4.5000000000000009 57.14107305000001 57.113979900000011 65.64204770000002 60.571186450000006 55.061158000000006 55.173955500000005 56.791379400000004 57.100506200000005 10.500000000000002 56.805602900000004 55.957851400000003 6082.0000000000009 56.850115550000005 79.015000000000015 56.83050475000001 6.5000000000000009 60.307188350000011 108.05000000000001 50.815483650000004 49.030112300000006
decision_type=2 2 2 2 2 2 2 2 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 12 4 13 -6 7 9 -9 11 -11 -5 -2 19 -15 -16 18 -18 -17 20 28 -21 24 -24 25 26 -23 -27 29 -1
right_child=1 -3 -4 6 5 -7 -8 8 -10 10 -12 -13 -14 14 15 16 17 -19 -20 21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-152.45970663427161 -11355.463836880182 78.929161544062779 1573.6001367728743 164652.4645896969 -4502.5170426825753 -31057.590138913092 -7909.3321246388341 102567.15987754836 29874.004177078285 3186.1900068219011 24181.921293680105 20102.56255211843 -34073.224769128283 -55927.603443265078 15931.687865939411 269.51801379013631 9019.8824166243612 -53865.640615246062 -18229.193255039027 -18451.263559579755 8175.9362230868755 -14202.362171634302 -7776.1719906731587 -54564.606455534202 32626.495299986949 -4542.6839228206054 31374.226805490351 -107953.12609652296 -4715.8226856925257 4543.3210667289013
leaf_weight=2306713 8801 932360 22300 266 53848 9117 8347 1114 4611 22743 11148 371 15318 1899 29829 59723 79857 1254 16196 22255 62007 3368 34054 1986 3782 21185 6569 324 142077 190382
leaf_count=2306713 8801 932360 22300 266 53848 9117 8347 1114 4611 22743 11148 371 15318 1899 29829 59723 79857 1254 16196 22255 62007 3368 34054 1986 3782 21185 6569 324 142077 190382
internal_value=0 -524.318 -12641 165.812 -21.6967 -8347.55 11919.5 16031.3 44019 11390.7 10092.5 80464.1 -25783.5 154.018 3934.29 4542.65 2379.22 8047.65 -3676.86 -101.307 129.662 -6772.28 -3125.27 -10354.5 4270.57 860.21 15926.7 -6100.4 -59.3838 205.553
internal_weight=0 978779 46419 3.09502e+06 3.04642e+06 62965 48600 40253 5725 34528 33891 637 24119 2.98346e+06 188758 186859 157030 81111 75919 2.7947e+06 2.70118e+06 93523 71268 36040 35228 31446 9937 21509 2.63917e+06 2.4971e+06
internal_count=4073804 978779 46419 3095025 3046425 62965 48600 40253 5725 34528 33891 637 24119 2983460 188758 186859 157030 81111 75919 2794702 2701179 93523 71268 36040 35228 31446 9937 21509 2639172 2497095
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=4 1 1 6 0 1 6 1 2 7 1 5 2 0 6 6 3 0 0 0 2 2 7 1 0 1 0 2 2 1
split_gain=4.0346e+13 4.39253e+14 3.19331e+14 2.46314e+14 1.56487e+14 1.36753e+14 1.22373e+14 1.32907e+14 2.47895e+14 1.47818e+14 1.45e+14 1.05484e+14 1.31301e+14 1.51499e+14 1.13895e+14 1.02131e+14 1.38724e+14 1.12096e+14 9.63998e+13 9.75507e+13 9.37794e+13 1.10362e+14 9.6545e+13 1.38864e+14 9.20668e+13 1.82054e+14 1.5939e+14 2.29732e+14 3.63575e+14 1.50857e+14
threshold=2.5000000000000004 38.109452700000006 43.862029600000007 68.515000000000015 44.685196900000008 47.17130860000001 65.805000000000021 37.517483500000004 75.000000000000014 6.0000000000000009 30.624707450000006 3.5000000000000004 2810.0000000000005 55.702806750000008 130.05000000000004 39.810000000000009 1.5000000000000002 43.550475500000012 59.898927250000007 55.79439725000001 3062.5000000000005 5444.0000000000009 6.0000000000000009 50.136929700000003 60.753246850000004 33.882313700000005 61.686687400000004 6426.0000000000009 8009.5000000000009 59.999510900000011
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 -1 -4 -6 9 -9 11 -11 14 13 -13 -8 -3 17 -17 19 -7 -5 22 -22 -24 -2 -26 -27 29 -29 -28
right_child=24 2 3 20 6 18 7 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=52320.82205173382 -108.77719952069791 3897.3655399525801 -14722.019474797542 -37793.432218124195 -12036.881787874088 1040.205694254154 -26013.570411019908 -307678.58502906974 -59188.127466748447 -360758.16125 -41478.846721117428 -96951.399401041679 -15230.391901695222 155159.71458782328 -204241.20979729731 91232.010230044543 6040.455525673071 19515.712048273414 -16190.09519855454 10943.583165956084 2757.139716194959 -22209.697377887671 -70544.028002929685 180361.30248679579 -24910.865239794959 15163.271290815028 -1537.8881218379286 41388.107585532263 3642.5451783532926 -24232.029603373983
leaf_weight=341 3909217 13548 4522 1809 11501 27821 1159 43 605 25 33 30 259 116 37 221 11315 15791 2356 15481 1732 3319 32 71 2076 12374 11803 2940 19331 3896
leaf_count=341 3909217 13548 4522 1809 11501 27821 1159 43 605 25 33 30 259 116 37 221 11315 15791 2356 15481 1732 3319 32 71 2076 12374 11803 2940 19331 3896
internal_value=0 1870.27 4247.85 -579.57 -14600.5 1866.09 -16253.2 -37272.7 -75677.5 -22271.9 -179099 -16590.5 27519.3 103356 -31527.3 10996.6 14516.1 20505.6 3508.99 4580.79 -18204.6 -11329.1 8350.74 102410 -52.9536 4110.09 5306.8 2094.69 8625.35 -7169.86
internal_weight=0 112167 98018 57143 14149 50180 13808 2307 648 1659 58 1601 405 146 1196 40875 27327 16012 45658 43302 6963 5154 1835 103 3.96164e+06 52420 50344 37970 22271 15699
internal_count=4073804 112167 98018 57143 14149 50180 13808 2307 648 1659 58 1601 405 146 1196 40875 27327 16012 45658 43302 6963 5154 1835 103 3961637 52420 50344 37970 22271 15699
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 7 1 6 3 6 4 5 3 6 6 6 6 6 2 3 4 0 0 6 3 4 1 0 1
split_gain=3.49355e+13 1.43882e+14 2.09899e+14 1.49308e+14 8.11508e+13 6.87788e+13 7.86178e+13 9.92272e+13 8.29171e+13 8.10446e+13 5.94442e+13 6.40809e+13 1.38143e+14 1.28283e+14 6.06382e+13 5.85489e+13 5.54917e+13 5.20709e+13 4.70198e+13 1.52171e+14 7.93723e+13 7.47399e+13 2.35549e+14 2.46341e+14 1.58827e+14 1.29767e+14 1.21182e+14 2.41166e+14 3.34887e+14 2.01124e+14
threshold=43.051287600000009 42.965693300000005 47.504912950000005 89.00500000000001 10.500000000000002 47.800771000000005 6.0000000000000009 47.386825600000002 99.050000000000011 7.5000000000000009 156.15000000000003 9.5000000000000018 4.5000000000000009 4.5000000000000009 189.00000000000003 156.15000000000003 88.825000000000003 110.01500000000001 100.05000000000001 13505.500000000002 34.500000000000007 24.500000000000004 45.029425500000009 54.810424650000009 118.04500000000002 4.5000000000000009 21.500000000000004 82.895858600000011 55.046782850000007 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 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 16 15 6 7 8 -1 -9 -3 13 14 -12 -13 -5 -4 -7 -2 20 21 26 -23 24 -24 -25 -20 29 -29 -28
right_child=18 2 3 4 -6 17 -8 9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-26715.352005440971 32.443408711853991 4298.5515333992125 24612.032585638473 86090.511028053443 -1347.8805949660969 -14667.070186374329 -9845.2904292526036 14136.984279415075 -179486.17271634616 -11415.884882094304 96500.977320544553 299691.91784274194 -95759.351934523816 -68662.053255948165 100259.09318359377 225534.26406250001 -112624.81526041667 -73742.375442558259 -2216.1294784961151 -78591.23421795819 126711.59070231121 -108490.78096083345 5051.8474744470186 -51751.208945453182 99580.526561655497 -9185.7125621912892 -190932.22486413046 34806.400569735437 -77686.052052546118 18864.867958505354
leaf_weight=399 3928756 12726 1648 510 106 2422 5305 5802 39 1579 101 31 21 88 30 32 30 159 98773 259 48 244 403 833 318 5109 46 440 664 6883
leaf_count=399 3928756 12726 1648 510 106 2422 5305 5802 39 1579 101 31 21 88 30 32 30 159 98773 259 48 244 403 833 318 5109 46 440 664 6883
internal_value=0 3342.69 10236.7 37903 78673.4 -3383.65 -448.914 5926.3 -40318.2 8670.52 5285.45 51629.6 125455 19599.7 201610 94323.4 22158.5 -18306.3 -25.6549 -2027.53 -1853.22 -1907.49 -11989 -8455.06 46744.1 -15152.9 -1255.53 10555.9 -32852.1 17472.1
internal_weight=0 31028 15323 2326 648 15705 13124 7819 438 7381 12997 271 82 189 61 542 1678 2581 4.04278e+06 114020 113761 113713 6907 6663 721 5942 106806 8033 1104 6929
internal_count=4073804 31028 15323 2326 648 15705 13124 7819 438 7381 12997 271 82 189 61 542 1678 2581 4042776 114020 113761 113713 6907 6663 721 5942 106806 8033 1104 6929
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=6 1 0 4 1 5 5 5 2 0 4 0 1 1 2 3 0 3 4 3 5 2 0 0 2 5 3 1 0 4
split_gain=3.56307e+13 7.68968e+13 1.07284e+14 6.99325e+13 1.03466e+14 1.49172e+14 8.66437e+13 1.21286e+14 1.09599e+14 1.18373e+14 9.39393e+13 8.1695e+13 8.06649e+13 2.66652e+14 7.19506e+13 6.88112e+13 6.78784e+13 1.19028e+14 6.55649e+13 6.42128e+13 5.94763e+13 8.07769e+13 7.10638e+13 1.24673e+14 1.3654e+14 6.22911e+13 5.53107e+13 5.45537e+13 6.40021e+13 5.2853e+13
threshold=247.90000000000001 30.472130500000002 60.028671700000011 8.5000000000000018 38.166910000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 9651.0000000000018 45.040161900000008 5.5000000000000009 56.638205000000006 82.963919600000011 83.025426800000005 13505.500000000002 2.5000000000000004 59.848366150000011 2.5000000000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 5444.0000000000009 45.029425500000009 54.998919050000005 4556.0000000000009 2.5000000000000004 12.500000000000002 38.965413050000002 43.051287600000009 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 19 -6 11 9 10 -9 12 27 -14 20 -13 -2 -18 -10 -3 21 -5 -22 24 -24 -23 -25 -8 -29 -30
right_child=1 3 -4 14 6 -7 7 8 18 -11 -12 15 13 -15 -16 -17 17 -19 -20 -21 22 25 23 26 -26 -27 -28 28 29 -31
leaf_value=-8.2828805093100826 -7527.7827223557688 -91972.565776535572 116686.53626077587 -8064.0053521955988 45481.415864444214 233548.27874520287 56627.985759943178 -121085.18201530614 13504.280927998312 104609.82618126503 136093.68823242188 -65044.746994430956 380228.35843750002 -68880.032812500009 173636.33770380437 -285307.21521739132 -358545.83303571428 -80045.879098135978 -185430.92833333334 77621.702618093594 -87452.559482758632 -42360.984603177581 64383.077197916668 89.100317970459514 338421.89270833338 -181297.61704687501 162420.67102272727 86314.440531250002 -16039.1825625 -121163.27894767994
leaf_weight=4070611 52 29 29 644 668 57 44 49 37 208 20 37 20 39 23 23 21 57 30 97 58 91 75 457 24 50 22 25 75 132
leaf_count=4070611 52 29 29 644 668 57 44 49 37 208 20 37 20 39 23 23 21 57 30 97 58 91 75 457 24 50 22 25 75 132
internal_value=0 10559.5 -57230.3 14112.1 28580.3 99313.4 19380.5 -4212.72 39198.5 66958.6 -46540.6 -42018.9 -22772.4 83360.1 -1819.07 -149479 -96027.1 -155027 -75571.2 38588.1 -4658.95 -23073.8 18070.1 28658.9 130817 -91629.3 7544.83 -45460.1 -64821.7 -83074.8
internal_weight=0 3193 159 3034 1590 183 1407 739 344 277 69 395 335 59 1444 60 130 78 67 126 1421 785 636 578 99 141 479 276 232 207
internal_count=4073804 3193 159 3034 1590 183 1407 739 344 277 69 395 335 59 1444 60 130 78 67 126 1421 785 636 578 99 141 479 276 232 207
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=6 4 6 5 1 3 1 1 1 0 3 5 2 6 6 7 5 6 6 4 5 0 2 1 2 4 0 1 1 0
split_gain=3.35436e+13 9.96823e+13 1.61029e+14 7.73729e+13 6.79276e+13 6.83561e+13 6.54255e+13 6.07393e+13 9.44491e+13 5.96201e+13 5.05225e+13 7.43367e+13 5.944e+13 4.27534e+13 4.14244e+13 1.87784e+14 2.35578e+14 1.8406e+14 1.64638e+14 1.58353e+14 1.43392e+14 1.41036e+14 1.3967e+14 1.36837e+14 1.96456e+14 1.32021e+14 1.91293e+14 1.52879e+14 1.33095e+14 1.19601e+14
threshold=19.050000000000004 9.5000000000000018 15.450000000000001 2.5000000000000004 42.186961750000002 14.500000000000002 39.689978950000004 63.728898350000001 83.689608100000015 55.539595350000006 2.5000000000000004 1.5000000000000002 75.000000000000014 15.450000000000001 34.010000000000012 6.0000000000000009 1.5000000000000002 25.305000000000003 35.57500000000001 8.5000000000000018 1.5000000000000002 55.039488700000007 915.50000000000011 55.957851400000003 3338.0000000000005 13.500000000000002 55.034466500000008 38.247071200000008 82.963919600000011 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 9 13 -9 -5 12 -12 -3 -1 15 16 19 -18 -16 23 29 25 -22 24 -2 27 -27 -21 -28 -17
right_child=14 2 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 18 20 17 -19 -20 21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=3902.7052612969237 248.52817245263847 -103431.76364783655 -10701.76373969666 -7140.6304078733774 22788.625488009984 253724.33836805556 200812.37835937503 -23117.81771255843 3448.1719217883492 109183.16671344054 49182.472841078306 -3573.4015438771803 10495.684072108115 -8688.1035268325413 -3922.9051005385395 -5573.1884292485038 -44736.294099305524 -7414.9593759577901 18.746497419036373 -14122.747217341164 99326.061660484513 7063.297991194645 14584.317394867518 3827.7613739802455 -9903.500217004399 -5517.0945469764811 -122946.43562848322 4978.5491930199851 27334.439739603935 1717.2760173209376
leaf_weight=5210 139721 65 1689 77 180 27 40 4365 1930 103 705 430 155 5591 109363 72681 1529 9734 3413348 4564 238 95673 1064 84539 22073 14662 232 51144 79 32593
leaf_count=5210 139721 65 1689 77 180 27 40 4365 1930 103 705 430 155 5591 109363 72681 1529 9734 3413348 4564 238 95673 1064 84539 22073 14662 232 51144 79 32593
internal_value=0 -4028.29 11422.2 32391.6 69510.6 103559 85129.7 -7165.21 -14972.9 59422.4 20694.4 29195.7 -23164.7 -2614.77 20.4404 844.223 1787.52 -12481.5 -103.623 2176.95 -2908.13 4560.62 30074.7 567.199 -1136.48 1173.03 -7163.28 3413.63 -84772.2 -3316.05
internal_weight=0 20567 3471 1782 427 247 220 17096 6295 180 1355 1135 220 10801 4.05324e+06 530526 423950 11263 3.52271e+06 412687 106576 166354 1302 246333 161794 70681 14973 55708 311 105274
internal_count=4073804 20567 3471 1782 427 247 220 17096 6295 180 1355 1135 220 10801 4053237 530526 423950 11263 3522711 412687 106576 166354 1302 246333 161794 70681 14973 55708 311 105274
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 4 1 0 1 1 0 6 4 0 6 1 0 7 6 1 1 0 1 1 1 0 1 1 1
split_gain=3.5608e+13 5.57158e+14 4.59992e+14 3.95532e+14 2.96483e+14 4.38922e+14 4.14106e+14 3.26394e+14 2.89804e+14 2.80914e+14 4.69376e+14 3.07577e+14 3.21795e+14 2.68458e+14 3.31268e+14 2.61308e+14 2.57876e+14 2.20352e+14 4.90264e+14 2.9588e+14 2.57241e+14 2.85685e+14 2.95172e+14 2.16512e+14 2.88772e+14 2.59652e+14 4.82092e+14 4.42519e+14 5.71262e+14 3.80107e+14
threshold=47.267650700000011 47.207933300000008 39.689978950000004 39.763755750000009 47.245981600000007 47.222459950000008 5.5000000000000009 39.712886600000012 51.567244500000008 36.865631950000008 39.689978950000004 51.307150200000002 74.615000000000009 3.5000000000000004 45.085557650000005 78.605000000000004 39.366401150000009 51.707269950000004 6.0000000000000009 142.05000000000004 39.366401150000009 39.135518400000002 51.659529100000007 39.689978950000004 47.899251850000006 39.079932600000006 46.323575350000006 39.625203600000013 39.652459050000012 39.01296365000001
decision_type=2 2 2 2 2 2 2 2 2 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 16 4 5 7 -7 -4 9 -2 11 12 -11 -1 -15 -8 -3 18 -10 20 21 -20 -23 25 -25 29 27 -27 -29 -16
right_child=8 2 3 -5 -6 6 15 -9 17 10 -12 -13 -14 14 23 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=6152.5161063140076 4787.4408636663766 -25646.988382213902 46061.712037686295 764.59753723947438 4465.921378833601 12163.999538833763 37445.269040165898 -4570.3478281005091 -3191.6947765376781 -22314.370564215787 -3479.7175957543436 -2357.4495965021465 -67108.892985438506 155.72852348050972 -2693.7527098805258 74252.822799371585 2364.7394870290391 -36.328480128932078 -17501.282126219608 250538.23387276789 -41612.630323412406 16475.037155604103 47462.658862834214 -21035.816526587481 28909.106928141249 34129.079388691483 46.961126137743861 304396.94724484708 -22621.108146064227 -19018.697217328612
leaf_weight=57361 24556 3703 1603 14776 8821 5785 9925 6188 17837 14133 79530 7086 1809 461474 59087 2394 29218 3201206 1563 56 644 8492 4818 14123 1261 2291 15036 141 86 18801
leaf_count=57361 24556 3703 1603 14776 8821 5785 9925 6188 17837 14133 79530 7086 1809 461474 59087 2394 29218 3201206 1563 56 644 8492 4818 14123 1261 2291 15036 141 86 18801
internal_value=0 642.38 8374.21 14467.4 20299.7 25693.4 34234.1 5847.21 -136.068 -4819.73 -7120.03 -19692.3 -27397.4 -369.598 -1023.3 44598.2 -786.059 47.9912 8127.15 21091.5 20263.5 22942.7 27692 -5932.73 -16941.9 -4158.19 6828.66 47325 180505 -6634.35
internal_weight=0 712074 82413 49492 34716 25895 18104 7791 3.36173e+06 127114 102558 23028 15942 629661 572300 12319 32921 3.23462e+06 33410 15573 15517 14873 13310 110826 15384 95442 17554 2518 227 77888
internal_count=4073804 712074 82413 49492 34716 25895 18104 7791 3361730 127114 102558 23028 15942 629661 572300 12319 32921 3234616 33410 15573 15517 14873 13310 110826 15384 95442 17554 2518 227 77888
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=4 1 1 0 4 1 0 0 0 1 0 0 1 4 1 1 4 0 0 4 1 7 4 4 4 4 1 7 0 0
split_gain=3.39754e+13 3.45945e+14 5.44505e+14 5.29652e+14 5.43335e+14 6.84174e+14 7.70821e+14 6.59565e+14 5.35142e+14 6.78996e+14 3.303e+14 1.8302e+15 6.0403e+14 6.56845e+14 5.30651e+14 4.92038e+14 4.79781e+14 5.54735e+14 7.68707e+14 1.6338e+15 9.19244e+14 6.24758e+14 5.20164e+14 5.11153e+14 5.49871e+14 4.17913e+14 4.00864e+14 3.72995e+14 7.93501e+14 4.38916e+14
threshold=18.500000000000004 37.682335600000009 37.442254400000003 55.520061350000013 21.500000000000004 37.46219940000001 55.768246800000007 55.775215600000003 55.783232450000007 37.517483500000004 55.676890650000011 55.667390500000003 37.543519500000009 26.500000000000004 37.618684050000006 37.503969450000007 25.500000000000004 55.82518790000001 55.753967500000009 24.500000000000004 37.600779750000008 6.0000000000000009 23.500000000000004 29.500000000000004 27.500000000000004 28.500000000000004 37.600779750000008 6.0000000000000009 55.728148450000006 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 -9 11 14 13 15 -6 27 17 18 19 -14 -20 -22 -23 24 -18 -15 -19 -12 29 -29
right_child=1 -3 3 4 10 7 -8 8 -10 -11 12 -13 16 25 -16 -17 23 26 20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=115.39124449896404 -671.33200566673258 -2713.7459256948769 -33278.545308913403 -141394.80938302653 15129.593244358985 54461.693931717033 214814.90847066804 -176171.95923723996 15547.743999366676 26616.206781618635 28745.759075232556 135590.43737501864 35699.256811725798 -65720.008176140342 -60790.461780358317 45459.345269272977 10057.454160478701 -35851.470662817221 8449.0787646588487 -194678.61517219641 -34074.771219262293 -132460.46351672115 -288590.3493997241 -6538.8451855030489 165703.1265834088 -218.05113538019248 25323.285699436186 30824.470633820569 -33982.379752709952 537865.09999999998
leaf_weight=3512946 159694 341432 2639 73 11470 4907 362 347 5436 315 2950 1258 1395 1148 1001 6715 530 2235 469 395 305 490 378 3607 397 6428 2057 31 2356 38
leaf_count=3512946 159694 341432 2639 73 11470 4907 362 347 5436 315 2950 1258 1395 1148 1001 6715 530 2235 469 395 305 490 378 3607 397 6428 2057 31 2356 38
internal_value=0 -722.756 2375.27 10520.4 12544.9 32032.8 155037 27170.7 5209.9 -79679.1 7661.52 20632.1 2083.5 12943.3 9035.78 27410.4 -15339.3 -30497 -60466.4 -15138.3 -109880 -157191 -200453 10482.8 76714.8 -10143.6 -6532.63 4861.76 -24193 310064
internal_weight=0 560858 219426 59732 57093 11440 435 11005 6098 662 45653 13729 31924 19666 12471 12090 12258 7724 3432 1790 1642 1173 868 4534 927 7576 4292 5375 2425 69
internal_count=4073804 560858 219426 59732 57093 11440 435 11005 6098 662 45653 13729 31924 19666 12471 12090 12258 7724 3432 1790 1642 1173 868 4534 927 7576 4292 5375 2425 69
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=2 0 1 4 1 4 3 4 4 1 0 6 4 4 0 0 1 6 0 1 0 0 0 6 7 1 6 1 1 0
split_gain=3.4564e+13 2.08917e+14 7.00385e+14 3.56963e+14 3.36301e+14 2.58307e+14 2.33877e+14 2.30304e+14 5.44104e+14 2.56878e+14 2.92671e+14 2.51957e+14 2.41261e+14 3.54924e+14 2.34621e+14 4.70658e+14 4.3084e+14 3.02643e+14 2.53966e+14 7.35102e+14 2.22238e+14 2.12315e+14 2.31059e+14 2.06606e+14 2.72883e+14 2.00066e+14 2.39853e+14 3.90058e+14 3.02313e+14 2.42336e+14
threshold=36.000000000000007 55.910578700000009 37.331232350000008 17.500000000000004 37.234509300000006 4.5000000000000009 1.5000000000000002 5.5000000000000009 8.5000000000000018 37.618684050000006 55.721784200000009 37.505000000000003 9.5000000000000018 11.500000000000002 55.633951400000008 55.60524465000001 37.46219940000001 40.905000000000008 55.721784200000009 37.488790500000007 55.633951400000008 55.883833400000007 55.82518790000001 69.605000000000004 6.0000000000000009 37.503969450000007 64.015000000000015 37.563506350000004 37.563506350000004 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -4 20 11 9 21 -11 -8 14 -14 15 23 -17 -16 19 -19 -6 22 25 -10 -25 -9 27 -27 -28 -29
right_child=-2 2 3 -5 6 -7 7 8 12 10 -12 -13 13 -15 17 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 28 29 -30 -31
leaf_value=-36659.673611261976 80.699868164268807 3358.1961081628124 157309.18661747687 -184077.86931742274 9026.6757914994523 -66654.162620562289 10257.558417526194 11888.323030050757 -1778.2161952420192 -41069.371087109983 22969.710126220885 -18337.548287060596 22880.698213673677 646.8059322646501 1290.9040715429019 118633.78008903631 20144.338108889573 -147303.93047525478 -13036.471921963903 -26754.369105999751 -18729.343431764206 183340.31554535803 -57794.167233661043 50272.315136076279 -71538.976929363969 36789.966988558954 58906.353975265025 20753.713330853177 -61062.36787854955 146822.99544719508
leaf_weight=2578 3783399 3326 54 269 3782 1111 4114 1388 5402 967 2724 12276 7443 202932 8480 537 2569 578 9102 4052 12159 103 238 228 951 1164 566 189 334 789
leaf_count=2578 3783399 3326 54 269 3782 1111 4114 1388 5402 967 2724 12276 7443 202932 8480 537 2569 578 9102 4052 12159 103 238 228 951 1164 566 189 334 789
internal_value=0 -1051.36 -21828.9 -80247.6 -705.12 -56273 -377.669 324.512 1075.23 26001.1 6192.2 -11160 204.632 1433.43 -7899.36 5087.2 37172.3 -13563 -22735.8 -41803.5 -12144.2 41325.8 38192.3 -10055.8 -47982.6 43349.1 57704 75905.4 14384.6 122460
internal_weight=0 290405 4760 1434 285645 1165 283067 267126 250736 8462 3691 16390 242274 210375 31899 9687 3106 22212 13732 4630 15941 4771 4668 6581 1179 4430 3042 2142 900 978
internal_count=4073804 290405 4760 1434 285645 1165 283067 267126 250736 8462 3691 16390 242274 210375 31899 9687 3106 22212 13732 4630 15941 4771 4668 6581 1179 4430 3042 2142 900 978
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=4 1 1 0 1 4 6 6 0 1 1 0 1 1 4 5 4 6 0 4 0 6 1 0 1 6 0 6 5 6
split_gain=3.43069e+13 2.23583e+14 4.0616e+14 2.10513e+14 3.08957e+14 2.46816e+14 1.87733e+14 1.75454e+14 1.60061e+14 3.08219e+14 1.46288e+14 1.46189e+14 1.35997e+14 1.2457e+14 1.14e+14 1.48855e+14 1.3345e+14 1.25983e+14 1.04569e+14 9.87985e+13 9.86142e+13 9.50821e+13 9.44607e+13 8.36123e+13 1.58588e+14 1.54224e+14 8.19557e+13 2.67247e+14 8.4174e+13 7.28251e+13
threshold=32.500000000000007 37.374856000000008 37.318079750000003 55.667390500000003 37.543519500000009 33.500000000000007 54.410000000000004 75.605000000000004 55.568628050000008 37.858952300000006 37.649344350000007 53.175387700000009 37.858952300000006 50.136929700000003 33.500000000000007 1.5000000000000002 36.500000000000007 73.00500000000001 55.840017500000009 33.500000000000007 55.806294650000005 59.815000000000005 39.135518400000002 55.876067900000002 37.46219940000001 80.720000000000013 55.768246800000007 70.00500000000001 2.5000000000000004 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 2 19 4 5 29 -5 12 11 -10 23 -6 14 22 15 -8 -16 -17 -19 -2 -12 -4 -13 24 25 -9 -18 28 -28 -3
right_child=1 3 21 6 8 -7 7 10 9 -11 20 13 -14 -15 16 17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=19.112835330816647 54390.115648753374 -31428.531357735468 100834.88153409091 469.5730750129714 -70843.888797169813 111305.40576237417 -240899.00812499999 -259897.12586206896 -128328.7359750601 137626.83283333335 -63133.165624397574 117703.76481796373 2610.0557000233903 35267.788288190037 43231.339372098904 -39766.417280308327 -1960.6901159527658 -183481.99520692567 -66257.367924360791 -36716.693801245754 -3867.9726898222793 228344.18717261907 293307.40696022729 -1314.6359741490276 78964.939708901729 56196.50222537879 -63676.272630523359 -425973.40109375003 135357.32751358696 92091.812250000017
leaf_weight=4056209 194 1052 132 7227 53 149 40 29 104 75 385 427 906 197 316 2834 348 111 242 308 1037 105 33 437 449 33 279 20 23 50
leaf_count=4056209 194 1052 132 7227 53 149 40 29 104 75 385 427 906 197 316 2834 348 111 242 308 1037 105 33 437 449 33 279 20 23 50
internal_value=0 -4406.12 49430.7 -6766.43 22539.2 -9491.38 -11028 -22123.4 67612.5 -16894.8 371.677 88917.9 -32538.2 101806 -40096.8 -49189.6 -10337.9 -46783.4 -103118 -1508.09 -19913.8 157326 130301 30799.8 58263.7 -91653.7 -35603.4 -71962.5 -48518.1 -25824.2
internal_weight=0 17595 739 16856 2140 1251 14716 7489 889 179 2370 710 5119 657 4213 3227 986 3187 353 502 1422 237 460 948 511 62 670 322 302 1102
internal_count=4073804 17595 739 16856 2140 1251 14716 7489 889 179 2370 710 5119 657 4213 3227 986 3187 353 502 1422 237 460 948 511 62 670 322 302 1102
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=0 0 0 1 4 2 1 1 1 6 1 3 7 4 1 1 1 4 5 1 4 4 0 1 6 6 6 5 6 0
split_gain=3.29966e+13 4.90521e+14 3.89083e+14 5.05017e+14 2.43139e+14 2.13052e+14 2.46012e+14 6.02412e+14 1.65071e+14 2.01647e+14 1.62851e+14 1.59053e+14 2.46904e+14 3.41113e+14 6.51101e+14 6.55199e+14 3.88408e+14 5.77906e+14 3.36227e+14 3.06089e+14 2.70181e+14 2.91523e+14 3.4584e+14 2.69791e+14 3.74783e+14 3.23253e+14 2.46281e+14 2.45092e+14 3.71736e+14 2.44257e+14
threshold=58.010305850000002 59.699368850000006 57.978821400000008 56.128886000000001 10.500000000000002 4311.5000000000009 30.624707450000006 30.084656550000002 30.438492500000006 65.410000000000011 30.157841000000001 1.5000000000000002 6.0000000000000009 6.5000000000000009 30.303340300000002 30.362494150000003 30.452677500000004 8.5000000000000018 3.5000000000000004 40.377616600000003 12.500000000000002 13.500000000000002 59.990753350000013 30.242318500000007 120.05000000000001 156.15000000000003 65.805000000000021 4.5000000000000009 134.05000000000004 61.78914120000001
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -2 10 -10 -9 26 20 14 -14 -16 18 19 -15 -18 23 22 -22 24 -13 -26 -3 -23 -29 -19
right_child=1 11 3 -5 -6 -7 -8 8 9 -11 -12 12 13 16 15 -17 17 29 -20 -21 21 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=34.932709967181012 -36991.573094121261 -1844.8808962154908 -27011.099297953002 23794.595110862156 -28874.466955501059 744.96557841584809 -20249.314251098818 56397.260391609954 54302.153338711505 343651.77207031252 8934.4714009395957 -11106.449367164423 78936.026915842609 -1942.0292158619841 -49737.971008743014 27840.135777237025 -147312.28222144343 -17550.524168365282 43271.432441499986 22524.059171187793 58907.655573384021 6385.9895966526856 -7596.7523493699182 2158.004137616012 117377.25938181323 -101194.97608612805 -22051.093440334123 -190410.72518220427 77924.599579707283 21263.507292369621
leaf_weight=3591056 2072 29207 2307 12878 6351 16682 16509 1222 69 37 1770 23826 1459 123179 1601 3402 496 15855 1667 135 2248 84176 1199 124296 387 82 7602 149 79 1806
leaf_count=3591056 2072 29207 2307 12878 6351 16682 16509 1222 69 37 1770 23826 1459 123179 1601 3402 496 15855 1667 135 2248 84176 1199 124296 387 82 7602 149 79 1806
internal_value=0 -790.391 102.477 16075.9 -10751.1 -7750.62 -14288 4747.95 32664.1 155302 28319.3 262.849 861.724 -2317.66 20156.2 3014.52 -3332.25 -16941.2 -1338.32 -110976 2873.36 7269.67 35774.8 274.149 -9363.87 79162.1 -6017.98 6105.54 -97434.9 -13581.4
internal_weight=0 467563 3.60624e+06 15185 44712 38361 21679 5170 3098 106 2992 422851 386042 149600 6462 5003 143138 18292 124846 631 236442 87851 3447 148591 24295 469 36809 84404 228 17661
internal_count=4073804 467563 3606241 15185 44712 38361 21679 5170 3098 106 2992 422851 386042 149600 6462 5003 143138 18292 124846 631 236442 87851 3447 148591 24295 469 36809 84404 228 17661
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=4 4 7 0 0 5 1 0 0 0 0 1 1 1 0 4 4 2 5 3 4 6 7 2 0 0 0 1 0 2
split_gain=3.28073e+13 1.72724e+14 3.08212e+14 2.45694e+14 6.65791e+14 3.59558e+14 3.32809e+14 2.49679e+14 5.2713e+14 7.84129e+14 4.85497e+14 3.79489e+14 4.04842e+14 3.38408e+14 3.25039e+14 2.82318e+14 2.32347e+14 2.30821e+14 2.23475e+14 2.15085e+14 2.1401e+14 1.99672e+14 1.758e+14 3.04107e+14 1.80319e+14 2.77814e+14 2.45525e+14 2.38349e+14 2.15852e+14 1.69642e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 60.05226170000001 60.01610465000001 1.5000000000000002 30.323041000000003 59.825842200000004 59.939085000000013 59.91832440000001 59.882709350000006 30.389265100000003 30.425503950000003 34.382014200000008 59.864072000000007 11.500000000000002 11.500000000000002 3338.0000000000005 2.5000000000000004 10.500000000000002 13.500000000000002 34.010000000000012 6.0000000000000009 75.000000000000014 59.764576050000009 59.990753350000013 60.002985000000002 30.226173900000003 59.982409200000006 11293.500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 21 13 9 10 14 -11 18 -8 15 -9 -7 -5 -13 -18 22 -4 23 -3 -25 28 27 -27 -26 -2
right_child=1 20 3 17 5 16 7 8 -10 11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=219.60124163719107 -6109.9929250183613 70487.084737550205 26853.528824495887 -74782.950950416256 22464.753293807196 -121981.4597691978 -40425.412711128447 -149832.21218133226 -7159.5904181372098 -106581.1844913564 -6064.4122073082635 174992.55799327468 -70523.865265007742 5468.7289949665965 153093.32119993365 73090.45063368055 100259.95422080776 -5691.9518068097968 329219.19497685187 242185.61506812685 -226.42291236532293 -22709.565018894402 1704.965467526401 6068.8374703674726 36359.3424765745 19579.891253625563 24062.484176160382 -137376.72615913724 111572.01471875404 -79598.090137648818
leaf_weight=2547999 112764 927 925 747 1004 41 1698 76 2342 47 1322 309 53 29870 418 225 700 1371 135 126 1321803 6703 25607 12752 1803 167 841 230 484 315
leaf_count=2547999 112764 927 925 747 1004 41 1698 76 2342 47 1322 309 53 29870 418 225 700 1371 135 126 1321803 6703 25607 12752 1803 167 841 230 484 315
internal_value=0 -366.72 -3462.44 3241.32 4774.82 63201.9 2297.27 6267.84 27204.5 58338.2 29903.9 165019 190703 3000.15 96037.7 16804.3 110376 -30059.7 221886 121910 -1.04762 -16699.4 6957.48 14775.5 11602.6 31621.7 -6534.94 -71352.2 52276.7 -6314.71
internal_weight=0 1.5258e+06 161191 48112 45994 1871 44123 36495 4927 2585 2041 544 497 31568 719 301 867 2118 444 826 1.36461e+06 7628 42811 17204 16277 3525 1238 397 2287 113079
internal_count=4073804 1525805 161191 48112 45994 1871 44123 36495 4927 2585 2041 544 497 31568 719 301 867 2118 444 826 1364614 7628 42811 17204 16277 3525 1238 397 2287 113079
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=3 4 6 1 4 1 6 5 4 1 4 0 3 2 0 1 0 1 0 4 1 6 1 7 1 1 1 0 4 7
split_gain=3.32182e+13 1.60247e+14 2.13854e+14 1.59837e+14 1.24172e+14 1.57589e+14 2.00901e+14 2.35699e+14 2.084e+14 1.95643e+14 2.29012e+14 1.82331e+14 2.04642e+14 1.73459e+14 2.05199e+14 6.89078e+14 3.96645e+14 4.11357e+14 3.85878e+14 6.04148e+14 6.22055e+14 3.8836e+14 3.735e+14 2.86625e+14 2.8445e+14 3.98143e+14 3.32916e+14 8.99224e+14 3.8849e+14 6.16605e+14
threshold=14.500000000000002 14.500000000000002 59.815000000000005 37.957884500000006 18.500000000000004 38.965413050000002 49.010000000000012 3.5000000000000004 20.500000000000004 61.335446300000008 25.500000000000004 44.046956350000009 4.5000000000000009 3338.0000000000005 55.768246800000007 38.166910000000009 55.783232450000007 37.873748150000004 55.737027400000009 21.500000000000004 37.503969450000007 58.755000000000003 37.517483500000004 6.0000000000000009 37.475446350000006 37.318079750000003 37.631035900000008 55.579943700000008 30.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 13 -7 8 -8 11 -11 12 -10 14 18 16 -16 -18 24 20 -20 22 -22 -23 25 -6 27 -26 29 -29
right_child=1 -3 3 -5 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=100.03162550670403 36400.932859849447 1049.1098381033337 -333091.84628378379 -94880.437387447048 20446.060419692858 -489.95886255901115 -14758.25482950321 26055.632895310984 140373.14736545863 9391.4037075663127 -25690.275660431937 -9373.8264808449167 14146.541627221473 16662.303895214685 -40417.379856591593 175349.56645711264 -1375.5029215803261 -40263.146311036035 281580.20181134262 9347.0430896048219 -37923.498362729042 14048.456128684056 79265.254368813941 164049.68800119672 1926.677582126546 -18620.262509938071 575.97371776640796 44958.410774194323 -74808.686319247165 147338.43093967179
leaf_weight=3412923 99 315470 37 118 3317 81558 30867 2059 157 14044 2145 37990 706 6182 2824 216 100294 2796 135 5855 527 178 562 448 6671 12218 30565 1791 176 876
leaf_count=3412923 99 315470 37 118 3317 81558 30867 2059 157 14044 2145 37990 706 6182 2824 216 100294 2796 135 5855 527 178 562 448 6671 12218 30565 1791 176 876
internal_value=0 985.184 -78411.8 -151744 -82.7673 -1890.29 -4065.18 -7379.88 -8181.23 -4492.9 4743.17 -8341.33 37110.1 208.999 -391.266 -3079.18 -3443.07 -2430.21 4113.99 25087.2 74902.5 58633.4 22554.1 121398 1208.28 -10278.9 5660.82 21996.6 69089.9 78586
internal_weight=0 315724 254 155 3.75808e+06 345157 169526 87968 85909 55042 16189 38853 863 175631 169449 106130 105914 103090 63319 7705 1850 1715 1089 626 55614 15535 40079 9514 2843 2667
internal_count=4073804 315724 254 155 3758080 345157 169526 87968 85909 55042 16189 38853 863 175631 169449 106130 105914 103090 63319 7705 1850 1715 1089 626 55614 15535 40079 9514 2843 2667
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 0 4 0 6 4 3 1 0 0 4 4 6 0 0 3 1 0 0 5 4 4 1 6 3 6
split_gain=3.372e+13 3.93807e+14 5.31745e+14 2.81719e+14 2.35779e+14 2.30753e+14 3.22724e+14 2.62725e+14 3.60109e+14 2.01032e+14 3.00725e+14 1.97628e+14 3.02603e+14 3.60438e+14 1.90556e+14 1.71131e+14 1.71008e+14 1.69207e+14 9.15327e+14 3.31847e+14 2.24916e+14 3.6392e+14 4.1868e+14 2.11994e+14 2.04918e+14 3.38853e+14 3.09982e+14 4.02804e+14 2.29656e+14 2.36254e+14
threshold=82.918694400000007 82.911604200000014 54.988402950000008 60.005000000000003 112.00500000000001 55.061158000000006 18.500000000000004 55.046782850000007 138.05000000000004 23.500000000000004 7.5000000000000009 82.92647190000001 55.030407050000001 55.039488700000007 16.500000000000004 24.500000000000004 149.05000000000004 55.029726000000004 55.018166200000003 1.5000000000000002 82.948524700000021 55.013931500000005 55.014210500000011 2.5000000000000004 18.500000000000004 17.500000000000004 82.965501500000016 91.02500000000002 12.500000000000002 99.050000000000011
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 4 -4 -3 7 -7 8 9 10 -5 12 -2 14 -14 -15 -9 18 20 -20 21 -13 23 -23 25 -22 27 -26 -27 -30
right_child=11 2 3 5 -6 6 -8 16 -10 -11 -12 17 13 15 -16 -17 -18 -19 19 -21 24 22 -24 -25 26 28 -28 -29 29 -31
leaf_value=66.775410269360876 -21959.634332841171 -10476.144452293416 15931.039602648621 55153.731897938451 291375.05809326173 77544.129561808964 298810.74259259261 10483.925259332449 242813.93033758426 8150.7453277990498 187561.66246964055 4633.8382260073849 74208.369967767328 2084.0340054876956 362987.046875 -114610.5815649225 -145362.21934621711 -2347.5896598109598 -2921.9620762139889 21479.637511415498 -364.88332289945322 127601.09269950565 38313.815553542627 345108.54718749999 26615.433980489863 -4307.7433579101562 -3446.1391020163392 171172.99904156677 -23275.731460273208 -152833.69143356645
leaf_weight=3250977 10135 5486 6098 1542 26 354 81 957 102 758 193 4789 477 4866 24 129 76 277723 7003 27296 442653 177 1320 60 4213 12175 4821 202 8948 143
leaf_count=3250977 10135 5486 6098 1542 26 354 81 957 102 758 193 4789 477 4866 24 129 76 277723 7003 27296 442653 177 1320 60 4213 12175 4821 202 8948 143
internal_value=0 143.011 15956.3 29522.6 -9052.32 49921.6 118745 41669.6 58648.1 51113 69882.7 -578.784 -11713.6 7180.72 88042.1 -929.701 -982.006 -358.893 716.052 16497.4 -412.801 18288.3 60286.5 182666 -663.622 -957.257 14085.5 33229.4 -13287.6 -25313.7
internal_weight=0 3.26665e+06 15673 10161 5512 4063 435 3628 2595 2493 1735 807154 15631 5496 501 4995 1033 791523 513800 34299 479501 6346 1557 237 473155 463919 9236 4415 21266 9091
internal_count=4073804 3266650 15673 10161 5512 4063 435 3628 2595 2493 1735 807154 15631 5496 501 4995 1033 791523 513800 34299 479501 6346 1557 237 473155 463919 9236 4415 21266 9091
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=6 4 3 4 0 3 6 0 0 5 6 6 1 1 0 5 3 1 0 4 1 1 0 1 6 1 1 6 1 4
split_gain=3.71328e+13 6.91437e+13 3.07317e+14 2.38179e+14 2.51105e+14 1.97734e+14 1.86039e+14 2.03225e+14 2.90595e+14 2.20486e+14 2.16852e+14 4.08055e+14 1.71776e+14 2.52087e+14 2.25245e+14 1.70546e+14 2.6829e+14 1.60925e+14 2.08352e+14 1.58996e+14 1.57874e+14 1.65022e+14 1.84759e+14 1.7563e+14 1.60335e+14 1.45413e+14 3.15755e+14 2.49361e+14 1.43816e+14 3.26126e+14
threshold=100.05000000000001 14.500000000000002 3.5000000000000004 11.500000000000002 59.898927250000007 10.500000000000002 104.01000000000001 56.850115550000005 56.83050475000001 2.5000000000000004 247.90000000000001 149.05000000000004 37.234509300000006 37.318079750000003 44.739668300000005 3.5000000000000004 2.5000000000000004 38.965413050000002 59.990753350000013 16.500000000000004 37.503969450000007 39.023883200000007 55.812023600000011 82.963919600000011 120.05000000000001 82.981285100000022 83.658467900000019 168.45000000000002 82.92647190000001 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 3 17 5 12 -2 -4 8 9 10 11 20 14 -14 -5 -16 -17 18 -3 28 -8 -22 23 -23 -24 -15 -27 -28 -11 -30
right_child=1 2 6 4 -6 -7 7 -9 -10 19 -12 -13 13 25 15 16 -18 -19 -20 -21 21 22 24 -25 -26 26 27 -29 29 -31
leaf_value=52.034913135701039 -1895.1008237267056 4915.4797115234869 -16231.412529412026 207011.3662109375 56456.743153171919 -90643.537084621858 -162682.66477678574 -15937.341478327231 80458.033307905978 -6081.6645995022545 -58409.265977682131 261488.10681600767 263970.47099609376 8391.7036608494655 -54835.487685038468 387582.23059082031 7232.356258425245 -41953.59163596767 -83655.780426959813 7588.5072936940987 143440.84582294861 -30177.569042968753 52006.694066671727 163115.83787615743 270257.92446875002 176659.72622423287 34323.035673293743 -278258.30610532407 -137692.99673112211 1958.0673969998488
leaf_weight=3956282 66560 1969 6990 40 1224 252 35 5124 514 5128 157 98 40 7560 922 20 255 3140 307 15101 163 363 103 54 50 166 466 27 281 413
leaf_count=3956282 66560 1969 6990 40 1224 252 35 5124 514 5128 157 98 40 7560 922 20 255 3140 307 15101 163 363 103 54 50 166 466 27 281 413
internal_value=0 -1751.71 -5129.11 -9.69696 13827.3 -2229.84 -1659.48 2033.16 6132.93 4392.15 49722.3 69325.8 8332.48 13537.6 -26420.3 -34220.9 34894.2 -27278.1 -7031.52 2175.8 44805.1 54712.5 29339.3 -5146.77 123331 12318.8 57370.4 17204 -11863.6 -54586.5
internal_weight=0 117522 39990 77532 10720 66812 34574 27584 22460 21946 1023 866 9496 8259 1237 1197 275 5416 2276 20923 768 733 570 417 153 8219 659 493 5822 694
internal_count=4073804 117522 39990 77532 10720 66812 34574 27584 22460 21946 1023 866 9496 8259 1237 1197 275 5416 2276 20923 768 733 570 417 153 8219 659 493 5822 694
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=6 5 1 0 6 2 4 1 1 5 0 0 3 0 0 0 0 1 1 4 4 3 3 4 3 4 0 0 0 0
split_gain=3.50346e+13 6.47768e+13 6.67262e+13 5.92347e+13 5.18742e+13 1.51119e+14 1.72365e+14 2.22682e+14 2.62481e+14 2.0779e+14 2.73646e+14 2.45717e+14 2.11255e+14 2.36374e+14 1.79354e+14 1.60357e+14 3.4645e+14 2.69741e+14 4.51035e+14 3.61419e+14 1.87912e+14 2.07206e+14 3.24894e+14 2.71643e+14 1.83089e+14 1.59761e+14 3.73754e+14 3.32018e+14 5.08508e+14 3.33847e+14
threshold=247.90000000000001 5.5000000000000009 30.472130500000002 55.539595350000006 112.00500000000001 2875.5000000000005 4.5000000000000009 30.157841000000001 30.205407000000005 3.5000000000000004 43.687280500000007 57.60122925000001 2.5000000000000004 57.634352600000007 59.990753350000013 45.055912800000009 45.040161900000008 38.977585500000011 38.999037500000007 21.500000000000004 24.500000000000004 20.500000000000004 21.500000000000004 23.500000000000004 17.500000000000004 8.5000000000000018 60.002985000000002 45.063245050000006 45.109778000000006 45.125532050000011
decision_type=2 2 2 2 2 2 2 2 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 6 9 -8 14 10 -6 -11 13 -13 -9 16 20 19 -19 -18 21 24 23 -23 -10 26 27 -17 -29 -30
right_child=1 3 -4 -5 5 -7 7 8 15 11 -12 12 -14 -15 -16 25 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=37.359586878060007 -57788.925050444952 30101.578664094257 10416.771325198597 154171.89700592586 69309.392183207427 -6870.6200523560683 79308.952477309285 -148593.30233161195 7273.2701995725383 -20221.69866535929 -61442.642486774494 335357.05162109376 -2270.63048921768 76913.924947513748 77006.659845525573 194499.95871043019 -193984.46055990807 119349.28927474712 -79085.322481917217 -18257.642363187799 -100532.61354366549 119775.50227726065 -48507.64393521013 513236.74017857149 -82055.870886886216 17489.615077200822 81908.904031287486 -141569.03899147728 163996.46273716519 -10820.194285929427
leaf_weight=4005334 151 123 2863 56 182 38081 408 177 4422 1537 1328 40 365 307 44 77 266 173 339 209 171 47 58 28 242 11465 469 297 112 4433
leaf_count=4005334 151 123 2863 56 182 38081 408 177 4422 1537 1328 40 365 307 44 77 266 173 339 209 171 47 58 28 242 11465 469 297 112 4433
internal_value=0 10470.8 6999.7 68916.9 -8.21331 -2804.52 2889 6077.29 4779.86 -16989.7 -45683.1 2275.38 50840 106706 -103677 5830.77 -8275.03 -62389.3 -12036.1 -116665 2475.93 6147.91 129223 266668 2638.27 10815 -3387.63 -11520.2 -14796.4 -6512.28
internal_weight=0 3193 3014 179 4.07061e+06 65277 27196 23437 23029 3759 1510 2249 712 347 221 22808 5955 987 512 475 4968 4797 133 75 4664 16853 5388 4919 4842 4545
internal_count=4073804 3193 3014 179 4070611 65277 27196 23437 23029 3759 1510 2249 712 347 221 22808 5955 987 512 475 4968 4797 133 75 4664 16853 5388 4919 4842 4545
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 4 1 1 0 6 3 4 0 1 0 1 0 0 4 0 6 3 4 6 4 0 6 7 1 4
split_gain=3.3476e+13 3.95104e+14 4.58587e+14 2.92403e+14 4.39713e+14 2.60815e+14 2.38004e+14 5.87365e+14 5.08933e+14 6.36591e+14 4.49075e+14 3.56848e+14 3.32182e+14 5.39066e+14 5.82594e+14 4.75832e+14 4.97806e+14 4.70265e+14 4.70067e+14 4.30358e+14 3.22023e+14 3.01579e+14 2.97313e+14 4.41232e+14 3.30393e+14 2.87488e+14 4.11852e+14 3.12791e+14 2.69884e+14 4.67928e+14
threshold=47.285193200000002 47.207933300000008 39.366401150000009 48.179569850000007 40.377616600000003 13.500000000000002 38.989878900000008 38.977585500000011 45.067157700000003 120.05000000000001 3.5000000000000004 24.500000000000004 45.059854000000009 38.97264950000001 45.047736150000013 38.958307950000012 45.047736150000013 45.040161900000008 9.5000000000000018 45.036141150000006 53.310000000000009 14.500000000000002 19.500000000000004 66.990000000000023 16.500000000000004 45.055912800000009 64.015000000000015 6.0000000000000009 38.927872750000006 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 6 -3 4 5 -2 7 12 9 11 -11 22 13 15 19 16 -1 20 -18 -15 -17 -22 24 -24 -9 -8 -27 -28 29 -14
right_child=3 2 -4 -5 -6 -7 25 8 -10 10 -12 -13 28 14 -16 17 18 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-616.71420817049602 412.7042971208034 -22544.505650141382 8170.068754288387 -21.698730838538655 -37964.637122438224 -16419.153797992934 428.15735908330493 28518.39878094105 991.79650945737194 -131244.38629032258 283982.54597392638 133846.02365012944 6566.7579490451117 14745.487856598502 53135.305572878817 7975.3240047315921 -6387.2640342744216 -2677.5049007954271 -59113.565646709845 -44081.759834077777 39935.347236060254 116013.06915297614 31127.17857306097 -122071.85877474808 98067.971102403244 -2642.5276949458748 -20703.261848073857 6741.9533333809395 12437.359701942436 -25105.525488112322
leaf_weight=101144 29476 5132 92083 3299643 4422 13387 255099 5927 6466 31 163 344 19952 1522 860 3103 4077 6751 2889 6798 4295 593 485 307 772 136276 23498 5044 37177 6088
leaf_count=101144 29476 5132 92083 3299643 4422 13387 255099 5927 6466 31 163 344 19952 1522 860 3103 4077 6751 2889 6798 4295 593 485 307 772 136276 23498 5044 37177 6088
internal_value=0 615.12 6548.64 -133.59 -7941.59 -4844.23 -300.972 2449.94 21872 38687.4 217632 34256.6 1008.07 -1846.04 -25221 -99.3655 -2397.53 16754.1 -28254.4 -33320.3 33170.5 49164.9 29683.3 -28256.8 36533.4 -1675.02 -4930.24 -15853.1 6969.03 -838.037
internal_weight=0 726876 97215 3.34693e+06 47285 42863 629661 209744 14495 8029 194 7835 195249 132032 9180 122852 108110 14742 6966 8320 7991 4888 7491 792 6699 419917 164818 28542 63217 26040
internal_count=4073804 726876 97215 3346928 47285 42863 629661 209744 14495 8029 194 7835 195249 132032 9180 122852 108110 14742 6966 8320 7991 4888 7491 792 6699 419917 164818 28542 63217 26040
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=1 1 0 2 6 1 3 0 0 6 6 1 2 4 5 2 0 0 6 1 0 4 4 2 0 3 4 6 3 4
split_gain=3.31071e+13 1.2485e+14 8.70568e+13 1.83651e+14 1.33569e+14 1.22066e+14 1.00617e+14 8.20525e+13 7.98889e+13 8.31217e+13 7.59028e+13 7.42839e+13 9.51883e+13 1.56849e+14 1.02181e+14 9.23008e+13 8.54547e+13 7.3607e+13 1.1298e+14 9.31247e+13 9.82297e+13 8.70041e+13 1.15505e+14 8.60294e+13 1.1044e+14 8.45192e+13 1.02414e+14 1.72267e+14 1.03883e+14 8.3145e+13
threshold=92.791023150000015 92.948588300000011 52.516286950000008 9236.5000000000018 69.605000000000004 94.478249850000012 16.500000000000004 52.07762420000001 55.972700350000004 61.425000000000004 78.605000000000004 103.8879505 5325.0000000000009 14.500000000000002 1.5000000000000002 5325.0000000000009 50.556058150000005 51.768991500000006 48.025000000000013 113.48479755000001 52.02416370000001 10.500000000000002 15.500000000000002 9907.0000000000018 52.02416370000001 7.5000000000000009 14.500000000000002 74.615000000000009 8.5000000000000018 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 8 3 4 5 -3 -6 17 -2 -10 -4 15 13 16 -14 -7 -13 18 -5 23 -21 -22 25 -19 -25 -23 -27 28 -28 -26
right_child=1 2 10 7 6 11 -8 -9 9 -11 -12 12 14 -15 -16 -17 -18 19 -20 20 21 22 -24 24 29 26 27 -29 -30 -31
leaf_value=-48.820373140213093 -37553.835876105812 59981.423375640443 -3140.786549241358 9034.5343977939556 30615.887484225619 107097.42132496554 250457.87730654763 -31626.333435091372 3855.8539568948599 14287.997291174681 -22010.602096123919 -16494.829609443634 952.79421013625642 67765.723681291856 23334.138627617849 -10700.200372550589 -97610.876557112075 3194.6690032735823 -33593.648446356267 -12365.400949248833 15570.690713077607 613.63119333786074 17886.698558442597 -53944.256997290744 -11302.294821641786 -24398.053980111836 -154448.40529336734 -252352.17839673912 45772.832656250001 37936.668220870844
leaf_weight=3957732 408 422 31578 1004 2409 68 21 931 25821 10846 2286 1245 3543 210 4808 3050 145 6735 1633 2106 7752 261 617 587 6855 197 49 69 55 361
leaf_count=3957732 408 422 31578 1004 2409 68 21 931 25821 10846 2286 1245 3543 210 4808 3050 145 6735 1633 2106 7752 261 617 587 6855 197 49 69 55 361
internal_value=0 1664.64 -582.17 2293.36 10934 7046.67 32515.8 -2415.91 6451.99 6941.65 -4414.6 5337.4 9557.58 -12786.8 13838.6 -8131.17 -24956.6 -1454.32 -17363.6 181.651 7076.31 11625.7 -12879 -5085.38 -12232.1 -42962 -73700.5 -129843 -48562.2 -8838.98
internal_weight=0 116072 78997 45133 15921 13491 2430 29212 37075 36667 33864 13069 9951 1600 8351 3118 1390 28281 2637 25644 11106 9000 1248 14538 7803 631 370 173 104 7216
internal_count=4073804 116072 78997 45133 15921 13491 2430 29212 37075 36667 33864 13069 9951 1600 8351 3118 1390 28281 2637 25644 11106 9000 1248 14538 7803 631 370 173 104 7216
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=6 5 2 1 1 3 0 0 3 2 1 4 0 0 1 4 2 0 0 1 3 4 7 0 1 0 6 1 6 6
split_gain=3.09854e+13 1.44267e+14 1.7778e+14 2.53051e+14 2.00039e+14 4.45133e+14 2.42126e+14 1.62787e+14 1.42036e+14 1.34438e+14 1.93181e+14 2.86713e+14 1.41819e+14 1.72712e+14 1.30339e+14 1.26364e+14 1.25372e+14 2.08401e+14 3.30296e+14 2.04706e+14 1.48148e+14 1.39316e+14 1.48008e+14 2.13874e+14 1.64376e+14 2.10152e+14 1.57518e+14 1.47428e+14 1.44891e+14 2.559e+14
threshold=112.00500000000001 3.5000000000000004 2632.5000000000005 39.908802000000009 39.843340650000009 2.5000000000000004 56.020150250000007 55.972700350000004 1.5000000000000002 2200.0000000000005 37.290808600000013 9.5000000000000018 55.850146250000009 55.710673100000008 37.401708450000008 4.5000000000000009 915.50000000000011 55.696737300000009 55.193450100000007 37.768783500000005 10.500000000000002 24.500000000000004 6.0000000000000009 44.249882500000005 82.918694400000007 56.850115550000005 114.05000000000001 82.895858600000011 247.90000000000001 149.05000000000004
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 16 3 4 6 -6 7 9 -9 10 11 12 13 -3 15 -12 17 18 -2 -20 -19 22 -18 -24 25 26 27 -25 29 -28
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 14 -13 -14 -15 -16 -17 21 20 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=36.058612067163203 -143984.84963912965 -45836.06727388822 -51.228343108145886 -36558.78590011847 325298.60271853884 33475.639997366576 -63398.634374821144 389391.55000000005 99302.390466024721 132138.21543598789 305533.39185267861 -147767.34495247397 -182236.1095982143 137851.27627537394 28329.620040687139 79923.266515500145 -6507.589593371983 -73952.583003382431 66618.604962422571 -33672.651279000951 2263.2042786001462 -28471.611744268583 -23156.857255531955 11534.724017630913 -45881.583676861708 265.78985294185588 45959.985086970963 -177636.03195754718 -72810.074904641544 146133.06417818007
leaf_weight=4005334 128 91 29186 610 74 178 273 21 86 124 28 150 28 117 1922 219 24938 1003 531 330 342 2343 1372 185 329 1658 1768 53 85 298
leaf_count=4005334 128 91 29186 610 74 178 273 21 86 124 28 150 28 117 1922 219 24938 1003 531 330 342 2343 1372 185 329 1658 1768 53 85 298
internal_value=0 -2109.34 2634.69 22627.4 33531.5 119170 26476.6 35283.5 156236 30452.6 25517.6 -39663.7 29046.2 57488.1 37117.4 105499 -6550.73 -28949.4 5897.31 28179.4 -54572.8 -4967.92 -3173.32 11292.6 22093.4 27619.5 46603.3 -30591.5 55144.6 60409
internal_weight=0 68470 33107 3921 3311 252 3059 2786 107 2679 2555 386 236 208 2169 247 35363 2334 989 861 1345 33029 30686 5748 4376 4047 2389 238 2151 2066
internal_count=4073804 68470 33107 3921 3311 252 3059 2786 107 2679 2555 386 236 208 2169 247 35363 2334 989 861 1345 33029 30686 5748 4376 4047 2389 238 2151 2066
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=6 4 0 0 5 3 2 1 2 1 0 0 1 0 5 5 4 5 4 1 4 0 1 0 0 0 0 4 3 1
split_gain=3.33045e+13 5.30965e+13 7.45313e+13 9.71805e+13 7.01827e+13 8.32733e+13 5.83522e+13 6.58737e+13 4.65204e+13 4.64793e+13 5.27358e+13 6.67815e+13 4.62135e+13 6.73403e+13 6.97259e+13 4.31512e+13 9.67519e+13 8.31273e+13 1.26979e+14 1.05715e+14 1.43712e+14 6.86229e+13 6.83606e+13 1.42159e+14 1.11904e+14 1.00218e+14 1.49255e+14 1.53278e+14 7.6872e+13 6.49224e+13
threshold=247.90000000000001 21.500000000000004 45.029425500000009 51.567244500000008 5.5000000000000009 6.5000000000000009 3062.5000000000005 39.718675700000013 4395.5000000000009 30.624707450000006 60.028671700000011 59.939085000000013 37.331232350000008 55.759969450000007 2.5000000000000004 2.5000000000000004 13.500000000000002 3.5000000000000004 1.5000000000000002 39.004719500000007 2.5000000000000004 45.063245050000006 45.126607350000008 56.288960650000007 55.721784200000009 56.148747500000006 56.888401950000009 7.5000000000000009 1.5000000000000002 82.963919600000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -8 10 11 -2 13 14 -11 16 -14 19 -19 21 29 -17 23 24 -20 28 -27 -28 -24 -21
right_child=1 2 3 -5 5 -7 8 -9 -10 12 -12 -13 15 -15 -16 17 -18 18 22 20 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-8.0079478554225023 -23212.993481182799 -224348.12613636363 173878.26343749999 -82917.194580078125 -17060.49133064516 193330.94660866479 -137513.80985966435 176113.89634146343 46454.23106515067 42472.408828125001 98468.734534801144 -180549.85972450659 35170.275097930433 -17866.087867373513 261889.92098214288 215416.45275297621 -45092.488021573154 -224348.29062500002 56608.255406250006 930.73386479591852 -96451.12779664855 9642.8574136223597 189028.16575000001 241304.4849506579 -171912.44739583333 -268729.685546875 -183635.92175925928 131557.54866536459 10223.985100357711 211085.24895833337
leaf_weight=4070611 93 22 20 56 31 44 27 41 28 30 22 38 1024 42 28 21 176 22 200 49 276 71 25 38 24 32 27 36 629 21
leaf_count=4070611 93 22 20 56 31 44 27 41 28 30 22 38 1024 42 28 21 176 22 200 49 276 71 25 38 24 32 27 36 629 21
internal_value=0 10209 -62259.8 -15339.4 12503.6 74773.1 33698 92941.6 -43857.4 8862 -44793.4 -68852.7 11824.6 78567.1 148398 9325.78 23398.4 -2154.26 13325.1 -38661.5 -63994.6 56612.9 18497 62463.1 32123.9 3117.68 -92857.3 -3525.37 17059 63977.1
internal_weight=0 3193 98 76 3095 171 127 72 55 2924 153 131 2771 100 58 2671 1200 1471 1033 438 346 92 1011 262 224 749 95 63 654 70
internal_count=4073804 3193 98 76 3095 171 127 72 55 2924 153 131 2771 100 58 2671 1200 1471 1033 438 346 92 1011 262 224 749 95 63 654 70
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=2 1 7 4 4 6 4 3 4 4 0 6 4 7 0 6 4 0 0 0 7 1 1 4 4 4 1 4 0 1
split_gain=2.99377e+13 2.00568e+14 2.2578e+14 4.51371e+14 5.08496e+14 2.45679e+14 2.40516e+14 2.21893e+14 2.58936e+14 3.82526e+14 4.18655e+14 3.28781e+14 3.05112e+14 3.5945e+14 4.5512e+14 4.39488e+14 3.44912e+14 5.82756e+14 3.9593e+14 3.00855e+14 3.0071e+14 2.89473e+14 2.49732e+14 2.48311e+14 2.45048e+14 2.43084e+14 2.37559e+14 5.01534e+14 5.22773e+14 3.1015e+14
threshold=36.000000000000007 37.804148700000006 6.0000000000000009 13.500000000000002 18.500000000000004 68.515000000000015 23.500000000000004 9.5000000000000018 24.500000000000004 17.500000000000004 55.579943700000008 74.615000000000009 25.500000000000004 6.0000000000000009 55.60524465000001 49.895000000000003 30.500000000000004 55.812023600000011 55.850146250000009 55.897267000000006 6.0000000000000009 37.729575300000008 37.563506350000004 26.500000000000004 11.500000000000002 29.500000000000004 37.586700500000006 21.500000000000004 55.858844800000007 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 9 24 -11 19 13 -10 21 -16 17 -14 20 26 -19 -15 25 -24 -9 -20 29 28 -28 -12
right_child=-2 2 3 4 6 -7 -8 8 12 10 11 -13 16 14 15 -17 -18 18 22 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2521.0445620686432 75.105184920816967 -6374.2069189405947 70905.22384054873 -71863.152159991558 51632.142813065999 -189170.176897186 -50355.113065776968 44377.977834472658 15944.461197144845 -29874.053267084237 10501.25607724126 39092.899010373912 46312.101707113456 17282.01450715019 -12161.869048720289 -61386.357823073973 -6130.2361000892561 96408.62251126804 -42518.023818628026 -81638.685177009262 -63184.19062210487 253783.77439236111 286390.08934859157 61898.820717682458 -1116.8327922561452 228323.34418174342 49480.618908670083 -14637.949895648264 -63191.69603020238 41533.673329943296
leaf_weight=172556 3783399 13454 338 1339 516 206 419 1220 2462 1960 8352 5843 3812 1244 3570 3687 12148 130 259 334 1286 54 71 161 40051 38 2862 6310 481 5242
leaf_count=172556 3783399 13454 338 1339 516 206 419 1220 2462 1960 8352 5843 3812 1244 3570 3687 12148 130 259 334 1286 54 71 161 40051 38 2862 6310 481 5242
internal_value=0 -978.471 -11765.2 -37503.4 -52278.4 -87504.1 5928.76 -338.193 3369.97 6555.49 14876.3 17857.2 -4632.38 -17726.3 -27416.3 -37170.9 3424.37 23585.8 -20955.4 12595.4 -48532.3 27121.1 52861.1 130601 228.026 -7864.92 13949.3 1953.06 33269 22467.7
internal_weight=0 290405 16272 2818 2480 1545 935 274133 101577 72655 31384 29424 28922 11017 8555 7257 17905 5757 1945 23581 1416 1298 529 232 41271 297 23247 9653 3343 13594
internal_count=4073804 290405 16272 2818 2480 1545 935 274133 101577 72655 31384 29424 28922 11017 8555 7257 17905 5757 1945 23581 1416 1298 529 232 41271 297 23247 9653 3343 13594
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 4 1 2 0 6 1 7 4 0 1 0 1 0 0 0 4 1 6 0 0 6 0 0 7 4
split_gain=3.05271e+13 2.01759e+14 6.01087e+14 4.16049e+14 3.32195e+14 3.76544e+14 3.61286e+14 4.56104e+14 3.19288e+14 3.0995e+14 2.89204e+14 3.27857e+14 4.43156e+14 2.66844e+14 2.40137e+14 5.66729e+14 4.61884e+14 4.9856e+14 4.75881e+14 6.32494e+14 3.21882e+14 4.10346e+14 2.8817e+14 2.73319e+14 3.02044e+14 2.37009e+14 2.30219e+14 4.57748e+14 3.08621e+14 5.04509e+14
threshold=82.941727000000014 82.825258850000026 65.64204770000002 60.753246850000004 65.534455000000023 4.5000000000000009 61.438154000000004 6082.0000000000009 57.113979900000011 42.005000000000003 65.593879100000024 6.0000000000000009 13.500000000000002 55.102137100000007 60.605526900000008 55.061158000000006 60.620042600000012 55.173955500000005 56.791379400000004 56.858606850000008 10.500000000000002 61.29689960000001 52.015000000000008 56.986919400000012 56.83050475000001 88.825000000000003 56.818587550000011 56.838524800000009 6.0000000000000009 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 9 6 8 14 13 -6 -4 11 -7 -13 -8 -1 -16 18 22 -17 26 23 -22 -18 24 -19 -9 -20 28 -28 -30
right_child=-2 -3 3 -5 5 10 7 25 -10 -11 -12 12 -14 -15 15 16 17 20 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-78.041523481592918 -571.52686910640489 3636.3500965684866 -3717.8877489587308 18081.396179567993 140793.45120342969 6482.9498836870116 -34741.853339283625 -25903.987097624922 29849.124521898892 -21323.767097141477 -5809.1698582336894 88629.815047811629 19202.299370623812 -2405.80129777506 -50419.382837464829 -15148.357696399602 5212.8755120056876 660.32222322485541 33726.059868265722 8508.517077183571 -4386.9924559393194 -37890.916573965063 24939.149042433484 -43484.411819573405 16167.636065793304 -141176.438225983 105603.7011893069 45054.115775373386 509287.79469339625 121953.00815005096
leaf_weight=2826208 760178 156456 16466 4350 359 40628 2686 8935 935 25462 15346 1082 6117 51162 1895 2947 16156 62456 2918 6679 26406 4243 13673 1243 15722 182 844 1925 53 92
leaf_count=2826208 760178 156456 16466 4350 359 40628 2686 8935 935 25462 15346 1082 6117 51162 1895 2947 16156 62456 2918 6679 26406 4243 13673 1243 15722 182 844 1925 53 92
internal_value=0 131.114 -42.5909 -11355.5 125.702 7229.33 -24.6222 -7520.82 60628.9 -14409.6 6135.53 9968.16 29637.2 -4018.76 133.583 3937 4600.02 2787.55 21003.3 29519 -320.129 -9025.22 14255 3039.22 3778.92 -28205.1 53580.8 73462.8 128758 263531
internal_weight=0 3.31363e+06 3.15717e+06 46278 3.11089e+06 64467 3.04642e+06 62965 1294 41928 63173 47827 7199 53848 2.98346e+06 157252 155357 139899 15458 12511 110070 30649 29829 79421 78178 9117 5832 2914 989 145
internal_count=4073804 3313626 3157170 46278 3110892 64467 3046425 62965 1294 41928 63173 47827 7199 53848 2983460 157252 155357 139899 15458 12511 110070 30649 29829 79421 78178 9117 5832 2914 989 145
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 0 1 4 0 4 0 1 3 1 4 4 6 4 1 1 1 7 0 7 6 4 7 4 5 0
split_gain=3.29152e+13 1.54853e+14 3.14673e+14 3.21392e+14 3.55268e+14 3.09507e+14 2.70079e+14 4.11196e+14 2.51202e+14 3.83362e+14 2.49973e+14 2.13769e+14 2.6171e+14 2.13701e+14 2.72116e+14 4.1789e+14 5.27734e+14 2.10162e+14 2.07722e+14 3.28498e+14 2.70782e+14 2.07716e+14 2.89281e+14 1.95896e+14 1.71111e+14 3.32136e+14 3.25966e+14 2.14595e+14 2.03068e+14 1.89446e+14
threshold=68.00500000000001 82.901648750000021 82.941727000000014 55.013931500000005 55.026775150000006 55.029726000000004 82.911604200000014 13.500000000000002 55.046782850000007 22.500000000000004 55.014210500000011 82.918694400000007 18.500000000000004 82.906746050000024 2.5000000000000004 11.500000000000002 94.02500000000002 9.5000000000000018 82.92647190000001 82.93515810000001 82.918694400000007 6.0000000000000009 55.102137100000007 6.0000000000000009 86.920000000000016 10.500000000000002 6.0000000000000009 20.500000000000004 1.5000000000000002 55.071632200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 -5 9 -7 -8 12 13 14 -10 16 -16 -18 20 -20 -6 22 -15 -13 25 26 29 -27 -29 -4
right_child=1 2 24 4 5 8 10 -9 11 -11 -12 23 -14 21 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=135.16293975829731 -1310.7993186418444 -11800.031020872986 12865.404120309326 88973.666482388784 65681.188699014907 28677.442538739808 194149.14451013514 579917.65104166674 -179848.13890269888 128685.09809709161 40565.67492641366 10531.443557749499 -25635.363312590598 -6623.7751311023931 68524.828161669357 36656.9756388772 239959.75153645832 518455.65964285715 118467.80539682476 -31482.244401941018 -57358.299133538996 56678.292511541862 236962.52261303712 -34013.977163832125 -2977.807995528909 -10367.709985934482 42188.823379455833 278587.38526400866 13047.411907759495 -3610.7420156182789
leaf_weight=3322544 602624 4232 21472 59 206 4180 111 24 44 422 2341 2384 927 1957 253 956 120 35 241 371 1358 927 50 1685 69697 17092 2963 29 4161 10339
leaf_count=3322544 602624 4232 21472 59 206 4180 111 24 44 422 2341 2384 927 1957 253 956 120 35 241 371 1358 927 50 1685 69697 17092 2963 29 4161 10339
internal_value=0 -597.775 2293.08 13079.3 18724.6 13250.8 53523.6 230933 18726 37848.1 47518.3 9302.23 22598.4 32896.1 64920.9 72816.7 157544 302846 -21825.1 27566.7 -41152.3 17527.7 -555.357 -7915.11 330.331 4443.49 10465.3 -5395.9 14885.3 7510.44
internal_weight=0 751260 148636 22883 18651 16116 2535 83 13940 4602 2452 9338 5269 4342 1408 1364 408 155 2176 612 1564 2934 2007 4069 125753 56056 34774 21282 4190 31811
internal_count=4073804 751260 148636 22883 18651 16116 2535 83 13940 4602 2452 9338 5269 4342 1408 1364 408 155 2176 612 1564 2934 2007 4069 125753 56056 34774 21282 4190 31811
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 1 0 1 0 1 0 0 0 6 1 6 7 1 0 2 0 4 1 1 6 6 1 4 0
split_gain=3.26272e+13 3.99079e+14 4.32724e+14 4.19187e+14 5.91614e+14 3.61726e+14 5.65683e+14 5.59467e+14 5.79615e+14 5.40121e+14 8.71057e+14 4.75029e+14 5.65682e+14 5.47671e+14 4.5847e+14 4.12161e+14 3.63661e+14 3.63138e+14 3.37664e+14 7.84659e+14 6.25072e+14 5.61406e+14 4.98573e+14 4.71535e+14 3.79011e+14 3.61604e+14 3.30933e+14 3.30184e+14 3.15602e+14 4.68633e+14
threshold=50.298521650000005 49.095306150000006 47.256487700000001 51.307150200000002 67.91500000000002 55.783232450000007 49.195555600000006 57.892117950000006 49.111590500000005 55.801384500000005 49.147669400000005 53.310923100000004 55.633951400000008 53.175387700000009 78.605000000000004 50.213874250000011 130.05000000000004 6.0000000000000009 43.80299105000001 56.128722100000005 4244.5000000000009 56.385857200000011 20.500000000000004 43.997056950000008 44.064675150000006 65.805000000000021 125.02000000000002 53.187400150000009 19.500000000000004 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 14 10 -10 13 -13 -3 17 16 -15 -7 -1 20 25 22 -21 -24 -22 -20 -6 -2 -11 -30
right_child=27 5 3 4 26 6 -8 -9 9 28 -12 12 -14 15 -16 -17 -18 -19 19 21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-119.35637920431232 -6636.3566418564142 -14607.017784919977 4751.2326274288089 -6243.9735866989577 -26859.352698759143 14800.986344812001 -1863.2921098098418 142785.65812106093 112499.20311063202 9286.3681050609448 31551.718695098069 -24550.74892613044 391.57340637720517 21429.985122898928 56248.081902746919 868.05324553841001 123492.48144223494 -18464.565937304753 -9149.1489618610631 15055.82251722183 -37162.218006203933 -60810.963541125428 17518.850892473216 -49159.349993954376 6939.9256903568767 -38484.254812823681 -111204.00303278028 -23.269616938277416 29066.519577443498 163937.15408281735
leaf_weight=2070050 79465 7948 26767 73420 11386 5726 21841 357 1584 13225 8269 11619 41822 21048 1381 13616 355 7687 20298 69303 2052 1045 1885 2425 38688 5299 485 1513162 1273 323
leaf_count=2070050 79465 7948 26767 73420 11386 5726 21841 357 1584 13225 8269 11619 41822 21048 1381 13616 355 7687 20298 69303 2052 1045 1885 2425 38688 5299 485 1513162 1273 323
internal_value=0 226.735 -104.089 -6166.55 -9592.89 5088.62 11069.9 18162.8 17035.5 26419.1 44565.1 1262.78 -5031.32 9091.19 1385.15 14469.8 23122.8 -4263.53 203.163 4938.3 -2975.75 11970.3 13003.5 -19997.3 4718.58 -15222 -30305.3 -353.233 14355.7 56361.8
internal_weight=0 2.48118e+06 2.3231e+06 112058 85291 158074 61666 39825 39468 24674 9853 96408 53441 42967 14794 35019 21403 13413 2.21104e+06 140995 66337 74658 73613 4310 40740 25597 11871 1.59263e+06 14821 1596
internal_count=4073804 2481177 2323103 112058 85291 158074 61666 39825 39468 24674 9853 96408 53441 42967 14794 35019 21403 13413 2211045 140995 66337 74658 73613 4310 40740 25597 11871 1592627 14821 1596
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=4 1 1 0 4 1 4 0 1 6 6 1 0 1 6 0 1 1 0 0 6 5 0 0 1 4 4 1 0 0
split_gain=3.43411e+13 2.70148e+14 3.79352e+14 4.14282e+14 3.69991e+14 5.77486e+14 6.76658e+14 4.72098e+14 4.32502e+14 6.63117e+14 5.36399e+14 4.15972e+14 3.28892e+14 5.91083e+14 2.85156e+14 2.78223e+14 2.65632e+14 3.5363e+14 5.46292e+14 3.64202e+14 2.6319e+14 2.45652e+14 2.3638e+14 1.41182e+15 4.61717e+14 4.54792e+14 4.21514e+14 4.32645e+14 5.5637e+14 7.27615e+14
threshold=18.500000000000004 37.682335600000009 37.442254400000003 55.520061350000013 21.500000000000004 37.46219940000001 19.500000000000004 55.775215600000003 37.600779750000008 53.005000000000003 58.045000000000009 37.563506350000004 55.783232450000007 37.517483500000004 46.805000000000007 44.739668300000005 37.488790500000007 37.503969450000007 55.768246800000007 55.702806750000008 42.005000000000003 1.5000000000000002 55.676890650000011 55.667390500000003 37.543519500000009 26.500000000000004 25.500000000000004 37.517483500000004 55.775215600000003 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 16 11 -10 -11 12 13 -9 -8 -2 -7 18 19 -18 21 -3 23 -6 25 26 27 -24 -29 -30
right_child=1 20 3 4 22 7 14 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=116.01066985336259 259932.90762195238 625.2175919729068 -29926.492121275471 -123040.44421875 7357.967696391016 -54278.486803910862 31375.436053698577 -155602.14134489823 -19145.79383089723 259614.8559538399 60711.539450275668 -95993.940683694091 13746.005808090838 36585.01567760943 246845.76916043932 -598.78488472305412 4998.3090013586962 43098.178101648162 -10719.055845748546 324954.60322949843 -4396.7916596138666 25801.737949893621 277.38767481846349 118510.18463914444 -13381.203056903079 -7864.4199961185968 118349.1581398112 -83239.47785978399 114402.43400341003 27148.639084036753
leaf_weight=3512946 41 105715 2639 80 12471 254 79 347 1190 153 1191 584 2336 297 276 159653 46 4321 129 157 231694 4023 5773 1258 12258 7576 450 351 1230 4286
leaf_count=3512946 41 105715 2639 80 12471 254 79 347 1190 153 1191 584 2336 297 276 159653 46 4321 129 157 231694 4023 5773 1258 12258 7576 450 351 1230 4286
internal_value=0 -726.635 2011.05 8809.62 10600.1 26681.6 139689 22214.7 3635.13 35219 83354.6 -18821 -3697.16 -66969.2 198896 -531.896 45303.8 50739.8 150196 252452 -2486.04 1548.19 6570.32 17542.9 1851.52 11346.2 23384.2 19712.9 38837.1 46605.2
internal_weight=0 560858 219426 59732 57093 11440 435 11005 6098 2534 1344 3564 2980 644 355 159694 4907 4653 332 203 341432 109738 45653 13729 31924 19666 12090 11640 5867 5516
internal_count=4073804 560858 219426 59732 57093 11440 435 11005 6098 2534 1344 3564 2980 644 355 159694 4907 4653 332 203 341432 109738 45653 13729 31924 19666 12090 11640 5867 5516
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 7 6 4 0 1 0 1 4 0 6 1 0 1 0 4 1 6 0 2 1 6 4 0 1
split_gain=3.27932e+13 3.84603e+14 3.58793e+14 3.21429e+14 2.72752e+14 3.06484e+14 2.22661e+14 2.33683e+14 2.01475e+14 2.54631e+14 2.09702e+14 3.46896e+14 2.52067e+14 1.99939e+14 1.96937e+14 2.16444e+14 2.35012e+14 2.40603e+14 2.5827e+14 2.5106e+14 2.43444e+14 1.86594e+14 2.8443e+14 2.50416e+14 2.26583e+14 1.8954e+14 4.2421e+14 2.0924e+14 1.84173e+14 4.30822e+14
threshold=47.267650700000011 47.207933300000008 39.689978950000004 39.763755750000009 39.723160900000003 5.5000000000000009 6.0000000000000009 62.010000000000012 3.5000000000000004 45.085557650000005 38.893394150000006 44.685196900000008 39.044653900000007 19.500000000000004 51.567244500000008 70.50500000000001 36.865631950000008 47.319699650000011 44.064675150000006 51.307150200000002 2.5000000000000004 43.997056950000008 130.05000000000004 50.556058150000005 8299.5000000000018 36.865631950000008 128.05000000000004 13.500000000000002 51.707269950000004 39.231261550000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 10 -10 11 -1 -12 -5 15 16 -2 -18 19 20 -19 22 25 24 -23 26 -17 -28 29 -16
right_child=14 2 3 13 5 -7 -8 -9 9 -11 12 -13 -14 -15 28 21 17 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=39583.773169441876 8637.1826714813469 -1049.7481259548529 11265.916581218835 7930.8081929826367 6903.4658107796904 46201.124004993377 -4167.4269066333691 36161.022139396264 243.06033912432642 -5094.877026157892 17756.251861849505 -12031.686502530509 2462.2076186878649 -17142.580484400718 14624.181536501274 -4988.3072627172432 1348.5679728871148 10202.048054375482 1299.0100101554763 2832.9409981070312 -22071.864270932998 48937.213384088012 -80115.534126889892 -23760.291041568857 -62809.899019280034 -24365.370469416921 32223.289266304346 420497.75160714285 -55.937544724609623 -10460.595155909317
leaf_weight=1475 16864 32921 14677 10143 3007 5837 6121 5074 461474 110826 18061 11107 26718 4633 23798 7303 41625 2604 16157 6828 22811 1470 695 1267 207 9225 23 35 3201206 9612
leaf_count=1475 16864 32921 14677 10143 3007 5837 6121 5074 461474 110826 18061 11107 26718 4633 23798 7303 41625 2604 16157 6828 22811 1470 695 1267 207 9225 23 35 3201206 9612
internal_value=0 616.468 7040.38 12421.8 17679.4 32839.7 12497 17661.4 -224.324 -790.632 5425.83 -5980.76 8630.85 69.0723 -130.579 -3991.55 -2196.6 -4226.04 -9020.33 -14191.4 -18765.1 -13477.9 -17442.4 9793.4 35143.7 -14816.2 -2848.94 266527 21.1498 7407.33
internal_weight=0 712074 82413 49492 34716 8844 25872 19751 629661 572300 57361 12582 44779 14776 3.36173e+06 127114 106889 90025 48400 32243 25415 20225 17281 2944 1677 16586 7361 58 3.23462e+06 33410
internal_count=4073804 712074 82413 49492 34716 8844 25872 19751 629661 572300 57361 12582 44779 14776 3361730 127114 106889 90025 48400 32243 25415 20225 17281 2944 1677 16586 7361 58 3234616 33410
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 3 4 1 4 6 1 4 3 0 0 3 1 7 4 3 0 3 6 0 6 1 0 6 3 4
split_gain=3.09995e+13 7.96337e+13 3.90555e+14 2.85663e+14 2.43807e+14 2.66733e+14 2.29689e+14 2.4329e+14 2.20731e+14 2.12991e+14 2.48079e+14 2.0619e+14 1.79354e+14 1.68883e+14 1.96861e+14 1.67637e+14 2.50829e+14 1.39706e+14 1.3814e+14 1.25146e+14 2.10143e+14 1.91589e+14 2.51713e+14 1.7942e+14 3.7507e+14 2.47182e+14 2.07932e+14 2.22406e+14 1.55799e+14 1.36459e+14
threshold=97.020000000000024 44.739668300000005 45.00849250000001 37.318079750000003 40.377616600000003 12.500000000000002 6.5000000000000009 40.024897700000004 11.500000000000002 112.00500000000001 39.843340650000009 14.500000000000002 4.5000000000000009 43.051287600000009 42.965693300000005 7.5000000000000009 43.80299105000001 6.0000000000000009 7.5000000000000009 5.5000000000000009 45.040161900000008 12.500000000000002 134.05000000000004 45.015054600000006 112.00500000000001 38.989878900000008 45.022979600000006 100.05000000000001 20.500000000000004 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 4 3 8 5 6 7 12 -3 10 11 -7 -2 14 -6 16 -15 -16 -18 29 21 -21 23 24 -23 26 -25 -28 -26 -4
right_child=1 2 19 -5 13 9 -8 -9 -10 -11 -12 -13 -14 15 17 -17 18 -19 -20 20 -22 22 -24 25 28 -27 27 -29 -30 -31
leaf_value=52.243932813440317 17643.394757568509 -2798.5363634902264 -3114.2610012256937 -61050.060465441988 -14454.90938554702 -258608.94458333333 56059.033713989265 206016.00851050206 197632.15453345072 -96499.673253639048 275130.86215533089 18049.942850748699 -58779.39024028476 4385.6223575864269 51549.900305650335 -74447.619626808169 -90715.579623312355 2427.3238423866801 15159.314619502315 6542.2193843114164 311.19087789298959 83980.728936418818 -18829.81503400673 -31483.283166118421 246838.83230168271 -2605.8037743886312 269909.65712253738 94974.100902473583 613053.04523809522 -19657.853248768359
leaf_weight=3932741 1637 243 61726 1753 2059 30 2120 61 71 307 34 264 378 2158 1209 512 515 1111 162 2259 55559 140 367 95 26 384 92 346 21 5424
leaf_count=3932741 1637 243 61726 1753 2059 30 2120 61 71 307 34 264 378 2158 1209 512 515 1111 162 2259 55559 140 367 95 26 384 92 346 21 5424
internal_value=0 -1456.53 -2199.24 -45316.4 6144.3 23765.6 32906.5 9263.3 42521.8 -36636.3 19394.4 -10180.6 3307.01 -4874.16 8051.59 -21785.4 -12274.6 28026.1 -65380.7 -1494.37 1853.77 24830.8 52916.3 76766.7 166039 58561.8 102630 131719 410466 -4450.56
internal_weight=0 141063 128506 2067 12557 4831 4196 2076 314 635 328 294 2015 7726 4379 3347 2835 2320 677 126439 59289 3730 1471 1104 187 917 533 438 47 67150
internal_count=4073804 141063 128506 2067 12557 4831 4196 2076 314 635 328 294 2015 7726 4379 3347 2835 2320 677 126439 59289 3730 1471 1104 187 917 533 438 47 67150
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=6 4 0 0 5 3 2 1 6 1 1 3 1 4 6 0 0 0 4 1 1 1 5 4 3 0 1 2 2 3
split_gain=3.43675e+13 4.26918e+13 5.92468e+13 8.15178e+13 5.56028e+13 6.87825e+13 4.65273e+13 5.35103e+13 4.14248e+13 1.21497e+14 1.21804e+14 1.70514e+14 1.06519e+14 1.14571e+14 1.04532e+14 1.70427e+14 1.63199e+14 1.20333e+14 1.18589e+14 1.43723e+14 1.01851e+14 2.78596e+14 2.19838e+14 2.11486e+14 1.31892e+14 1.26406e+14 1.24749e+14 2.32237e+14 1.72236e+14 1.62218e+14
threshold=247.90000000000001 21.500000000000004 45.029425500000009 51.567244500000008 5.5000000000000009 6.5000000000000009 3062.5000000000005 39.718675700000013 112.00500000000001 37.897576350000001 38.948208550000011 20.500000000000004 118.02765200000002 4.5000000000000009 108.05000000000001 55.061158000000006 55.017684700000011 55.018166200000003 19.500000000000004 30.226173900000003 37.517483500000004 37.425454150000007 3.5000000000000004 3.5000000000000004 18.500000000000004 55.897267000000006 37.290808600000013 2200.0000000000005 2632.5000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 -2 6 7 -6 14 20 11 -11 -12 -14 -1 16 -16 -18 -17 -20 21 24 25 -22 26 -23 27 29 -29 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 10 12 -13 13 -15 15 18 17 -19 19 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3341800166120588 9186.8230287470997 -199126.57230113636 160522.53656250003 -74670.296888950907 -15719.020514112904 175603.38032670456 -38729.797393465909 158386.2986280488 53659.658804321291 -32160.280427404337 -4039.8378814451457 85822.132958984381 -77507.364762931044 153384.22134671497 16229.995159181213 -7258.3798662675181 264928.56774193549 62076.420659998228 121767.24147273936 14541.572355050921 -99936.460616302502 -150250.6672004195 -8455.1222853922773 32453.250647810622 -47929.739886313997 73497.718415178577 40527.790739480202 111619.90068919188 6121.9628501910447 -69612.87850188023
leaf_weight=3992241 2924 22 20 56 31 44 55 41 128 2430 46557 129 29 83 5357 5946 31 516 141 1102 128 257 331 2105 456 28 1010 157 10806 643
leaf_count=3992241 2924 22 20 56 31 44 55 41 128 2430 46557 129 29 83 5357 5946 31 516 141 1102 128 257 331 2105 456 28 1010 157 10806 643
internal_value=0 10370.6 -54610.9 -12777.4 12428.2 67853.6 30522.9 83424.3 -8.13474 -2506.98 -4970.3 -26212.7 -3805.51 93599.8 32.5902 8953.18 21542.7 73572.6 -1386.05 26704.7 5048.9 1846.24 -63888.2 24864.4 4913.84 -128268 6804.67 3901.96 7632.79 -49147.4
internal_weight=0 3193 98 76 3095 171 127 72 4.07061e+06 65277 49228 2559 46669 112 4.00533e+06 13093 5904 547 7189 1243 16049 13816 616 2233 13200 285 12744 11734 10963 771
internal_count=4073804 3193 98 76 3095 171 127 72 4070611 65277 49228 2559 46669 112 4005334 13093 5904 547 7189 1243 16049 13816 616 2233 13200 285 12744 11734 10963 771
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 4 0 4 4 6 1 2 4 0 5 3 5 5 7 6 1 4 2 7 1 1 0 0 1 4
split_gain=3.20111e+13 1.74759e+14 1.92805e+14 2.46286e+14 2.05624e+14 1.8842e+14 2.39526e+14 1.63827e+14 1.5642e+14 1.55021e+14 1.70801e+14 2.08508e+14 1.59631e+14 2.00101e+14 2.09435e+14 1.62374e+14 1.5443e+14 1.43925e+14 2.72434e+14 1.40544e+14 3.16879e+14 1.55536e+14 3.88625e+14 2.68561e+14 1.82415e+14 1.41894e+14 1.39587e+14 1.62905e+14 2.58417e+14 1.37455e+14
threshold=54.990000000000002 49.010000000000012 38.430814800000007 2828.5000000000005 30.084656550000002 7.5000000000000009 55.749683450000006 29.500000000000004 24.500000000000004 46.805000000000007 82.956351500000011 2691.5000000000005 8.5000000000000018 59.933037250000005 1.5000000000000002 5.5000000000000009 1.5000000000000002 1.5000000000000002 6.0000000000000009 59.505000000000003 30.410676000000006 22.500000000000004 75.000000000000014 6.0000000000000009 37.488790500000007 30.370944000000005 55.768246800000007 55.685785750000008 37.401708450000008 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 3 4 -3 -6 -7 -8 29 -1 11 12 13 -11 15 -15 -13 18 -12 20 25 -22 23 -23 26 -2 27 28 -25 -4
right_child=19 2 8 -5 5 6 7 -9 -10 10 17 16 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-171.48074645614486 -6167.3908221786169 -48975.234691037855 8220.6322674971761 10258.589738684725 9948.7015908098747 4456.7906275909654 -7774.4938079355043 36465.309018653548 -17867.998754711502 4226.5263223676684 -12746.853978725083 13527.929461837977 -5780.4618536508797 65589.34477312307 9648.1773571174817 202656.90220926577 4717.1158514705285 8533.4198465639747 1272.4966750584342 -148.74492858380174 3517.6584745188616 17171.223402263822 2896.0375810101782 68212.587485259442 -24298.981151248976 -31102.865190187185 -118643.91905893935 14357.578516841648 -102460.53524708468 -3950.9185374779345
leaf_weight=1858867 23120 894 9685 23274 13883 29225 47756 852 7767 12402 19597 29257 25795 323 547 118 62154 13370 47360 1288684 310114 1234 18452 106 4258 2532 373 301 544 220960
leaf_count=1858867 23120 894 9685 23274 13883 29225 47756 852 7767 12402 19597 29257 25795 323 547 118 62154 13370 47360 1288684 310114 1234 18452 106 4258 2532 373 301 544 220960
internal_value=0 -231.25 -2283.48 1062.54 -1248.53 -783.318 -2697.58 -6999.06 -3909.87 120.04 2689.22 4920.99 -1181.91 7676.91 50988.3 102265 7537.1 -939.196 -2830.69 339.797 2083.61 2902.95 -4641.39 -25046.4 -34379.4 -8628.67 -66798 -46463.1 -74627.7 -3439.82
internal_weight=0 2.42409e+06 354296 115884 92610 91716 77833 48608 238412 2.06979e+06 210923 130596 39185 13390 988 441 91411 80327 66957 1.64972e+06 361034 335382 25268 6816 5582 25652 1324 951 650 230645
internal_count=4073804 2424086 354296 115884 92610 91716 77833 48608 238412 2069790 210923 130596 39185 13390 988 441 91411 80327 66957 1649718 361034 335382 25268 6816 5582 25652 1324 951 650 230645
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 1 1 4 1 4 1 4 6 0 7 7 0 7 4 0 0 1 6 5 4 4 1 6 4
split_gain=3.1605e+13 2.04941e+14 1.46263e+15 6.76872e+14 7.05683e+14 4.80831e+14 5.70607e+14 4.51261e+14 1.87191e+15 8.19545e+14 1.41229e+15 9.39548e+14 7.00077e+14 5.48293e+14 4.91915e+14 4.031e+14 3.7311e+14 3.6572e+14 3.38925e+14 5.30357e+14 2.73369e+14 3.2531e+14 4.14791e+14 2.88116e+14 2.94453e+14 3.05886e+14 3.05659e+14 4.17006e+14 2.52282e+14 2.45653e+14
threshold=30.345769800000003 59.950512650000007 59.982409200000006 59.898927250000007 30.624707450000006 9.5000000000000018 30.410676000000006 30.438492500000006 23.500000000000004 30.389265100000003 8.5000000000000018 30.410676000000006 9.5000000000000018 87.395000000000024 59.91832440000001 6.0000000000000009 6.0000000000000009 59.91832440000001 6.0000000000000009 7.5000000000000009 58.010305850000002 57.978821400000008 56.128886000000001 73.995000000000019 2.5000000000000004 15.500000000000002 16.500000000000004 30.370944000000005 90.045000000000016 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 3 5 20 7 6 15 8 9 12 -11 -12 13 17 -9 -3 -16 -5 19 -19 21 -2 -23 -22 25 -25 27 -27 -7 -14
right_child=1 2 -4 4 -6 28 -8 14 -10 10 11 -13 29 -15 16 -17 -18 18 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1113.9183075529631 7.6450653002843545 -95119.633889332705 50.491531138833992 -11190.858379240119 -56375.464505528362 -24606.629505632856 -31253.463411797642 16458.339261568875 -115361.90727398156 -27228.901625754617 159754.52987203011 62361.255012868838 -18182.282098459211 -10855.636597155328 -8976.3924605203847 -470787.35204741382 -94975.041096635308 60999.248019639846 -31857.460346057371 179733.36214494662 -3367.6652791432398 -24373.280566418158 21670.806031642085 -21132.230299254672 -14239.821161602798 -447437.92561573099 -82158.459507745676 -64686.913920454543 37654.336752499366 -107110.08507229081
leaf_weight=239723 3554751 1896 110591 702 1405 10236 3052 15397 849 1364 1326 3915 1644 1912 6097 29 550 2527 306 442 87999 2307 12878 783 9405 59 526 55 695 383
leaf_count=239723 3554751 1896 110591 702 1405 10236 3052 15397 849 1364 1326 3915 1644 1912 6097 29 550 2527 306 442 87999 2307 12878 783 9405 59 526 55 695 383
internal_value=0 -69.6469 -4027.74 65.3993 13200.9 -32379.2 -58144.5 15813.7 28966.1 37404.5 63412.4 87002.3 15703.9 33151.1 6643.25 -100779 -16092.3 54308 68347.7 78675.4 -73.5865 70.0359 14675.5 -5261.67 -20654.2 -63048.8 -114331 -262777 -20648 -34985.1
internal_weight=0 3.83408e+06 126499 3.70758e+06 38819 15908 4977 37414 15370 14521 6605 5241 7916 5889 22044 1925 6647 3977 3275 2969 3.66876e+06 3.56994e+06 15185 98827 10828 1423 640 114 10931 2027
internal_count=4073804 3834081 126499 3707582 38819 15908 4977 37414 15370 14521 6605 5241 7916 5889 22044 1925 6647 3977 3275 2969 3668763 3569936 15185 98827 10828 1423 640 114 10931 2027
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 0 6 4 0 1 3 1 1 5 0 4 4 4 0 0 4 1 5 1 1 1 1 1 1 2
split_gain=3.19047e+13 1.04061e+14 4.44966e+14 6.08176e+14 5.38501e+14 1.88415e+14 1.65352e+14 3.46882e+14 5.62758e+14 3.04829e+14 2.68694e+14 2.25468e+14 1.84663e+14 1.58407e+14 1.51705e+14 1.43039e+14 2.16397e+14 1.55748e+14 1.52923e+14 2.07897e+14 1.42206e+14 1.36016e+14 1.27999e+14 2.0661e+14 1.83407e+14 4.12633e+14 2.46299e+14 1.25913e+14 1.22246e+14 1.46509e+14
threshold=168.45000000000002 142.05000000000004 39.004719500000007 39.079932600000006 2.5000000000000004 51.659529100000007 134.05000000000004 6.5000000000000009 55.071632200000003 82.93515810000001 1.5000000000000002 43.932356550000009 37.131181300000009 3.5000000000000004 54.762682300000009 19.500000000000004 22.500000000000004 9.5000000000000018 56.818587550000011 55.080855950000007 5.5000000000000009 30.205407000000005 4.5000000000000009 40.024897700000004 82.648284550000014 82.948524700000021 82.901648750000021 60.571186450000006 39.231261550000006 2421.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 9 10 -8 21 -9 28 -11 17 -17 22 19 -19 -7 -10 24 -24 -15 26 -26 -18 -6 -30
right_child=-2 2 3 4 13 20 7 12 11 14 -12 -13 -14 15 -16 16 27 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-16.794000975360138 5636.6883233841827 20893.321890745792 -171521.148067931 -1054.782546875 119600.89321732955 36038.48470982143 75291.501859741213 -17641.743342475951 130166.93238893073 -6318.500577059659 -59541.041936481117 97593.59342267437 40850.751357781985 -7970.9826210724532 178330.68166666667 166402.04660621283 -118054.21975769928 -26228.50345519415 15200.54783288904 -108220.1631420265 295506.08102828625 -6005.862937673337 90939.885687196613 -63187.705469972891 98556.160288055995 -20791.179617692491 331376.56103670638 31533.561275854896 -299827.35264945653 -46018.166869907349
leaf_weight=4045514 10017 3199 269 50 44 28 160 627 83 88 1938 496 3878 1238 90 105 69 808 370 501 86 631 103 559 163 263 63 305 23 2036
leaf_count=4045514 10017 3199 269 50 44 28 160 627 83 88 1938 496 3878 1238 90 105 69 808 370 501 86 631 103 559 163 263 63 305 23 2036
internal_value=0 -13.8941 -10061.3 -24041.8 -18219.7 160792 11.5919 14382.2 -9302.81 -38598.5 -49258.3 45802.1 32709.8 -22634.4 87043.4 -12138.2 39549.5 -18224.3 -41564.5 -57609.6 231777 9823.75 -1820.8 -39207.1 12510.3 64362.6 163457 3935.82 -45328.9 -48853.3
internal_weight=0 4.06379e+06 10282 7083 6814 164 4.0535e+06 7991 3486 2276 2098 1210 4505 6650 178 4547 479 4068 1679 1309 114 714 2389 662 1727 489 226 374 2103 2059
internal_count=4073804 4063787 10282 7083 6814 164 4053505 7991 3486 2276 2098 1210 4505 6650 178 4547 479 4068 1679 1309 114 714 2389 662 1727 489 226 374 2103 2059
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=3 4 0 1 6 2 1 0 1 4 6 0 1 0 7 6 1 4 1 1 3 0 0 0 0 1 1 4 1 1
split_gain=3.05247e+13 7.15847e+13 8.96832e+13 2.31325e+14 1.13501e+14 1.12178e+14 8.68402e+13 1.43165e+14 2.01722e+14 1.07724e+14 1.074e+14 7.05851e+13 1.10563e+14 1.59216e+14 1.14131e+14 8.59274e+13 7.69503e+13 9.72671e+13 1.29066e+14 9.94355e+13 6.82653e+13 6.69701e+13 2.3412e+14 6.46686e+13 3.09703e+14 1.97788e+14 9.3298e+13 9.77071e+13 1.08967e+14 1.31343e+14
threshold=25.500000000000004 32.500000000000007 55.568628050000008 37.543519500000009 41.005000000000003 2343.5000000000005 37.442254400000003 55.676890650000011 37.425454150000007 33.500000000000007 78.010000000000005 56.83050475000001 37.475446350000006 55.82518790000001 6.0000000000000009 61.425000000000004 49.692247900000005 30.500000000000004 37.563506350000004 37.755233900000007 33.500000000000007 55.676890650000011 55.60524465000001 55.81943720000001 55.840017500000009 37.631035900000008 37.425454150000007 37.500000000000007 37.543519500000009 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -6 10 -9 12 13 20 -15 -16 17 18 -14 -20 21 22 -2 26 25 -25 -4 28 -28 -30
right_child=11 2 4 5 6 -7 -8 9 -10 -11 -12 -13 16 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=10.587218882903056 98691.821440972228 -15959.224088501431 -86325.10636182013 108792.30856184252 -228378.00051529254 13009.325193407014 -18190.466467409889 49830.033224955834 123201.84681249999 -27588.06830805201 200361.65153601696 -14654.876901074627 -45212.971741517198 -37742.407856445316 101654.89018066408 251670.89324776788 25243.854394748443 -7082.5285885005942 97044.51907505581 14577.604161565447 146951.26575838414 22354.737868914948 -267221.25450367649 36752.273857060187 13214.327195058577 394796.94861111115 116843.40884996639 -61674.719158639258 -217969.28737980771 9491.4394212958759
leaf_weight=4051753 36 809 131 303 47 205 8343 241 25 137 59 1432 169 40 120 56 1377 4385 280 306 41 939 34 27 1073 36 93 206 26 1075
leaf_count=4051753 36 809 131 303 47 205 8343 241 25 137 59 1432 169 40 120 56 1377 4385 280 306 41 939 34 27 1073 36 93 206 26 1075
internal_value=0 -13.0336 -7469.08 17251.3 -10295.4 70139.7 -15744 24355.8 -106302 45882.9 79434.6 5748.92 9503.03 36545 114734 149387 4249.83 -1374.45 31777.8 53981.6 20460.5 15320.6 -79037.4 7788.87 25866.2 241349 -5624.46 1926.81 12899.9 4119.98
internal_weight=0 4.06459e+06 12836 1317 11519 508 8852 509 72 437 300 9215 7783 1266 216 176 6517 5140 755 586 1050 1009 70 2667 1136 63 1531 1400 1194 1101
internal_count=4073804 4064589 12836 1317 11519 508 8852 509 72 437 300 9215 7783 1266 216 176 6517 5140 755 586 1050 1009 70 2667 1136 63 1531 1400 1194 1101
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 3 6 6 4 7 4 1 0 0 4 6 6 4 4 0 0 1 3 0 0 1 6 0 4 4
split_gain=2.89638e+13 2.85912e+14 4.17449e+14 2.40222e+14 3.65252e+14 2.31223e+14 1.92252e+14 1.71501e+14 1.61116e+14 2.17464e+14 2.63506e+14 1.48841e+14 2.29389e+14 2.79993e+14 1.66415e+14 1.59582e+14 1.83361e+14 1.54236e+14 1.39044e+14 1.37422e+14 7.29859e+14 2.67976e+14 1.78174e+14 1.79542e+14 2.24206e+14 6.8266e+14 6.774e+14 4.80528e+14 3.10152e+14 2.88644e+14
threshold=82.918694400000007 82.911604200000014 54.988402950000008 7.5000000000000009 3.5000000000000004 6.5000000000000009 112.00500000000001 118.04500000000002 23.500000000000004 6.0000000000000009 18.500000000000004 82.92647190000001 55.030407050000001 55.039488700000007 9.5000000000000018 138.05000000000004 102.04000000000001 16.500000000000004 24.500000000000004 55.029726000000004 55.018166200000003 83.025426800000005 25.500000000000004 55.972700350000004 55.055052800000006 82.93515810000001 51.805000000000007 55.034466500000008 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 -1 6 5 8 -4 -3 -6 9 -5 -11 12 14 17 15 16 -2 -14 -15 20 -13 -22 23 24 25 27 -26 -21 29 -29
right_child=11 2 3 4 7 -7 -8 -9 -10 10 -12 19 13 18 -16 -17 -18 -19 -20 22 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=67.584172195596707 -5249.9979233888516 -9837.6167326835057 11463.035274447491 28173.05720266336 55361.76734227594 -154108.04640034522 262731.06165865384 219573.94410684454 13828.978162556879 61451.631471003966 188980.83850160259 -384.87049511235045 65073.963468270937 1819.2553241361284 -33288.94703515304 -65258.352458900226 130833.94081112702 324878.70572916669 -103368.02109980621 111119.2480439716 17786.593358697919 -10723.094412823628 203813.79851190478 1822.7894429712776 209.87249183654092 -2781.1458972667492 -19360.438005130552 8709.1889713610635 52659.6161641207 -124533.2885237069
leaf_weight=3250977 5033 5486 4384 1938 106 86 26 159 2335 958 195 479501 477 4866 4560 441 101 24 129 700 30604 3695 42 80154 41002 120139 31104 2478 1930 174
leaf_count=3250977 5033 5486 4384 1938 106 86 26 159 2335 958 195 479501 477 4866 4560 441 101 24 129 700 30604 3695 42 80154 41002 120139 31104 2478 1930 174
internal_value=0 132.542 13606.5 25626.7 39253.7 8277.55 -8551.92 153889 33655 48631.9 83019.9 -536.415 -10199.6 6250.98 -19120.4 -7531.47 -2572.85 77519.7 -897.293 -345.586 623.148 14715.3 -2137.79 -2168.94 -3788.73 -1234.2 -8232.07 33951 22161.9 -32.9645
internal_weight=0 3.26665e+06 15673 10161 5691 4470 5512 265 5426 3091 1153 807154 15631 5496 10135 5575 5134 501 4995 791523 513800 34299 277723 277681 197527 125421 72106 5282 4582 2652
internal_count=4073804 3266650 15673 10161 5691 4470 5512 265 5426 3091 1153 807154 15631 5496 10135 5575 5134 501 4995 791523 513800 34299 277723 277681 197527 125421 72106 5282 4582 2652
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=3 4 6 1 1 6 4 0 3 4 4 0 1 0 1 1 4 1 0 6 5 0 7 0 0 4 1 4 1 7
split_gain=2.87148e+13 3.36038e+14 2.03437e+14 1.43877e+14 2.95651e+14 2.66977e+14 3.17351e+14 2.64744e+14 2.5395e+14 2.15524e+14 2.00481e+14 2.74621e+14 2.45616e+14 2.83957e+14 7.31658e+14 2.76093e+14 5.39008e+14 2.51651e+14 3.28323e+14 2.94496e+14 6.16836e+14 3.20377e+14 1.84621e+14 1.71935e+14 2.20764e+14 1.81773e+14 2.88156e+14 8.23441e+14 3.4348e+14 2.07811e+14
threshold=4.5000000000000009 6.5000000000000009 59.505000000000003 30.345769800000003 30.323041000000003 74.015000000000015 7.5000000000000009 60.064438250000002 15.500000000000002 22.500000000000004 8.5000000000000018 54.707511300000007 30.315889700000003 54.707511300000007 20.507515800000004 30.242318500000007 7.5000000000000009 30.303340300000002 59.905532300000012 62.625000000000007 1.5000000000000002 59.982409200000006 6.0000000000000009 60.042359000000012 60.05226170000001 13.500000000000002 30.205407000000005 15.500000000000002 30.260128500000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 12 -12 13 14 -3 22 -17 18 -18 21 -21 -20 -15 -13 -25 -26 27 29 -28 -27
right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 11 23 -14 15 -16 16 17 -19 19 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=281.13957314609826 -2279.9775156150868 -28480.172021508468 -9508.204162495711 -69.579894738022702 135542.10550741592 53538.172811919096 7847.3046153310179 -39247.328455873059 113895.31203147581 -15890.765978920865 -23502.718785498048 2612.086630839176 74517.802434131008 4558.4019969705596 169605.74982804011 -39530.470338042738 -107209.20299804688 -2300.347686298077 189860.21174901503 -203430.03967013891 97016.068378369921 -35215.591449139574 -48331.687221522581 -65141.230727761162 -34236.179217362391 12947.21512858073 -76744.926693259709 -17495.769020838019 5122.4162798379375 336456.79336956522
leaf_weight=1920388 161338 378 51324 1808989 197 1866 16126 371 519 588 4625 93207 698 1496 368 776 80 429 435 81 437 74 1181 731 1865 24 583 278 4237 115
leaf_count=1920388 161338 378 51324 1808989 197 1866 16126 371 519 588 4625 93207 698 1496 368 776 80 429 435 81 437 74 1181 731 1865 24 583 278 4237 115
internal_value=0 -250.717 -4024.44 162.797 3353.08 14662 9388.44 40403.5 50343.1 36902.4 1368.99 325.527 18508.4 11691.6 69235.1 3087.16 28400.6 62719.9 87917.5 103117 50035.1 157138 -18774.9 1416.24 -12813.5 -7427.44 2119.69 81869.2 -4779.8 280599
internal_weight=0 2.15342e+06 212662 1.94075e+06 131765 19667 16323 3344 2973 2454 112098 105665 6433 5735 746 4989 2312 1536 1107 1027 518 509 2677 101040 7833 7102 5237 417 4820 139
internal_count=4073804 2153416 212662 1940754 131765 19667 16323 3344 2973 2454 112098 105665 6433 5735 746 4989 2312 1536 1107 1027 518 509 2677 101040 7833 7102 5237 417 4820 139
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=4 4 7 0 0 5 1 4 6 5 1 0 2 2 6 2 0 3 6 4 7 3 1 4 0 1 1 1 5 5
split_gain=2.96233e+13 1.4784e+14 2.29538e+14 1.83345e+14 5.43803e+14 2.88696e+14 2.6195e+14 1.87404e+14 1.79494e+14 6.45291e+14 2.18223e+14 2.36194e+14 2.86936e+14 4.76975e+14 2.70265e+14 2.65169e+14 2.15249e+14 2.05303e+14 2.00078e+14 1.84366e+14 1.79768e+14 4.00102e+14 3.98355e+14 5.44091e+14 3.37605e+14 5.07149e+14 3.16751e+14 3.15682e+14 3.04071e+14 2.60275e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 60.05226170000001 60.01610465000001 1.5000000000000002 30.323041000000003 11.500000000000002 71.715000000000018 2.5000000000000004 30.277905650000005 55.633951400000008 75.000000000000014 915.50000000000011 62.375000000000007 75.000000000000014 59.933037250000005 2.5000000000000004 45.605000000000011 13.500000000000002 6.0000000000000009 16.500000000000004 37.503969450000007 17.500000000000004 55.622114900000007 37.401708450000008 37.425454150000007 37.71815560000001 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 -6 -4 -7 9 19 16 15 14 -14 -13 -12 -11 -10 -15 -3 29 22 23 -22 26 -26 -25 -23 -24 -19
right_child=1 8 3 -5 5 7 -8 -9 17 10 11 12 13 18 -16 -17 -18 20 -20 -21 21 27 28 24 25 -27 -28 -29 -30 -31
leaf_value=208.67320502525504 -5673.9810413510004 7497.6260752191292 -15195.107266288162 -26194.357790788647 20198.510625520077 -109706.4230182927 5180.9325294581622 109330.21105501855 -10840.043717373817 77.656611738691822 61139.634071706423 31407.447556742525 37972.688629631426 -55695.29435197985 -28276.923775907573 16308.007806962543 70721.310317998155 -43449.564560933635 3672.3526455473411 -165.18332634656554 -36949.298044124305 23237.308982898932 12051.506648599789 18480.481494140626 -8999.2215028578885 56153.337901162929 -130672.7728805888 -2043.5716110421324 -6798.6553988852074 1279.3531928573973
leaf_weight=2547999 113079 32397 7628 2118 1004 41 36495 826 25575 666 1443 938 4682 592 3969 15394 1224 1313 13815 1018383 9721 8072 10341 222 10214 1353 397 12727 49616 141560
leaf_count=2547999 113079 32397 7628 2118 1004 41 36495 826 25575 666 1443 938 4682 592 3969 15394 1224 1313 13815 1018383 9721 8072 10341 222 10214 1353 397 12727 49616 141560
internal_value=0 -348.471 -3212.52 2572.71 3897.42 56701.3 1658.32 98972.1 -10.1635 560.899 12608.3 11070.7 4699.91 10244.1 -16867.9 20150.3 45827.8 -2313.49 1232.87 71.0717 -1425.37 -4617.39 -7764.08 -19304.4 -5228.71 -1378.28 -77180 7767.83 -3547.5 868.295
internal_weight=0 1.5258e+06 161191 48112 45994 1871 44123 867 1.36461e+06 1.0935e+06 42723 40833 23996 19089 4907 16837 1890 271111 14407 1.05078e+06 245536 102663 81864 21907 12186 11567 619 20799 59957 142873
internal_count=4073804 1525805 161191 48112 45994 1871 44123 867 1364614 1093503 42723 40833 23996 19089 4907 16837 1890 271111 14407 1050780 245536 102663 81864 21907 12186 11567 619 20799 59957 142873
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=4 1 1 0 4 1 0 0 1 6 6 1 0 0 1 0 0 0 6 1 1 0 0 1 4 2 0 1 1 0
split_gain=3.03819e+13 2.2774e+14 3.11823e+14 3.37899e+14 2.95016e+14 4.64587e+14 5.47357e+14 3.79647e+14 3.5061e+14 5.34701e+14 4.35669e+14 3.33776e+14 2.72835e+14 2.63018e+14 4.76297e+14 2.5557e+14 2.25132e+14 2.22497e+14 2.18903e+14 2.1725e+14 2.83477e+14 4.44873e+14 2.94256e+14 2.11676e+14 3.71781e+14 3.25103e+14 4.35689e+14 4.0495e+14 3.14652e+14 7.65579e+14
threshold=18.500000000000004 37.682335600000009 37.442254400000003 55.520061350000013 21.500000000000004 37.46219940000001 55.783232450000007 55.775215600000003 37.600779750000008 53.005000000000003 58.045000000000009 37.563506350000004 55.897267000000006 55.783232450000007 37.517483500000004 55.866549750000011 55.840017500000009 44.739668300000005 42.005000000000003 37.488790500000007 37.503969450000007 55.768246800000007 55.702806750000008 30.438492500000006 25.500000000000004 3338.0000000000005 55.910578700000009 37.331232350000008 37.425454150000007 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 19 11 -10 -11 13 15 14 -9 -8 -13 -2 -3 -7 21 22 -21 -19 25 26 28 -28 -25 -30
right_child=1 18 3 4 -6 7 12 8 9 10 -12 16 -14 -15 -16 -17 -18 23 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=109.11840761482327 232448.51762576221 1380.3089487209918 -26989.395661184437 -76059.51034302944 6012.6205917499447 -49388.18881489912 136592.18859925884 -139512.80094616805 -17077.671221380155 233814.86156763812 54557.737450767032 39341.617649456522 -44114.975834517048 12230.696196334004 33007.008098851475 325653.09119318187 -116789.5659566981 2889.7933583367171 -4041.4741337739924 4483.3876698369568 38744.027344834467 -10579.76630556565 292078.91832205415 301.94199480453125 15025.102129514182 15673.016736433783 -19615.187015564934 -154230.05752428444 -54953.092567761487 24351.330429463589
leaf_weight=3512946 41 109738 2639 103 45653 254 156 347 1190 153 1191 115 44 2336 297 132 469 84708 231694 46 4321 129 157 35028 8703 5792 19948 226 3329 1919
leaf_count=3512946 41 109738 2639 103 45653 254 156 347 1190 153 1191 115 44 2336 297 132 469 84708 231694 46 4321 129 157 35028 8703 5792 19948 226 3329 1919
internal_value=0 -683.465 1830.17 7993.99 9611.03 23971 125332 19964.4 3303.14 31740.1 74964.2 -16915.5 187812 -3368.11 -59950.1 223245 -86044.6 -475.355 -2298.89 40669.7 45585.8 134632 226909 -535.172 -4406.3 -6959.24 -9127.74 -21123.2 -3119.28 -25954.4
internal_weight=0 560858 219426 59732 57093 11440 435 11005 6098 2534 1344 3564 332 2980 644 288 584 159694 341432 4907 4653 332 203 159653 74945 66242 60450 20174 40276 5248
internal_count=4073804 560858 219426 59732 57093 11440 435 11005 6098 2534 1344 3564 332 2980 644 288 584 159694 341432 4907 4653 332 203 159653 74945 66242 60450 20174 40276 5248
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 6 4 5 0 1 0 0 1 4 1 7 1 1 4 4 1 0 1 6 7 2 0 1 4 0
split_gain=3.24885e+13 1.78941e+14 3.32037e+14 1.59962e+14 1.11666e+14 9.88109e+13 1.48658e+14 5.11327e+14 3.80746e+14 1.92254e+14 1.8445e+14 2.45487e+14 5.71399e+14 2.75366e+14 2.52803e+14 4.04045e+14 2.15238e+14 2.00325e+14 2.22712e+14 1.92433e+14 2.95867e+14 2.59615e+14 1.67225e+14 1.60967e+14 1.73371e+14 1.6647e+14 1.53905e+14 3.48941e+14 4.19889e+14 2.70878e+14
threshold=56.805000000000007 59.245000000000012 30.410676000000006 57.715000000000011 30.370944000000005 49.010000000000012 10.500000000000002 1.5000000000000002 56.128722100000005 30.624707450000006 55.749683450000006 55.79439725000001 37.534144550000008 29.500000000000004 37.543519500000009 6.0000000000000009 37.46219940000001 37.631035900000008 24.500000000000004 18.500000000000004 37.488790500000007 55.554045200000012 37.71815560000001 54.710000000000008 6.0000000000000009 9651.0000000000018 55.676890650000011 37.425454150000007 15.500000000000002 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 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 7 8 9 -7 17 12 13 16 15 -14 -12 18 19 26 -21 -22 -19 24 -9 -26 -8 -28 29 -29
right_child=1 -3 -4 4 -6 6 10 23 -10 -11 11 -13 14 -15 -16 -17 -18 22 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=82.640492235007869 -25730.364067799997 -83.262500926776397 3969.6813350762541 580.22452403841066 -36751.135836666392 75818.419376554186 12023.788184144903 -3563.9748433877767 34891.52882104359 4599.2106598693599 -7183.1422152896403 -5312.9347074069246 -36142.170303135703 111059.20230189733 -12626.742025176545 308068.23131103517 -99297.549348272281 -26778.135421118579 -14331.549253853638 15254.222348036481 -6866.8301735525811 113626.63508057698 -2115.8570217164083 2928.0081449450954 4279.0084180909207 41004.552823821214 -64810.304744683628 -58252.028776041669 -35926.40897081163 144058.03518880208
leaf_weight=2069790 5302 1298203 209016 7370 899 388 11733 186244 6410 16409 311 80789 73 77 6416 64 1376 2848 3623 2177 241 693 79404 67068 13745 1356 870 84 513 312
leaf_count=2069790 5302 1298203 209016 7370 899 388 11733 186244 6410 16409 311 80789 73 77 6416 64 1376 2848 3623 2177 241 693 79404 67068 13745 1356 870 84 513 312
internal_value=0 365.895 2985.54 -12171.9 -3478.42 -217.958 -1505.51 -83.7921 14157 6244.33 -3669.35 -6997.03 -23355.9 -73875.2 -9756.63 124657 -82316.2 -776.456 8134.27 13030.7 35453.8 82535.7 -2969.8 -1315.05 -2728.41 7576.79 7868.03 -19540.3 23787.3 101144
internal_weight=0 1.52079e+06 222587 13571 8269 2.55301e+06 483224 291620 23207 16797 191604 89106 8317 1764 6553 137 1687 102498 20246 16623 3111 934 82252 268413 201345 15101 13512 1779 909 396
internal_count=4073804 1520790 222587 13571 8269 2553014 483224 291620 23207 16797 191604 89106 8317 1764 6553 137 1687 102498 20246 16623 3111 934 82252 268413 201345 15101 13512 1779 909 396
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 5 4 7 4 0 6 6 1 5 6 3 4 3 6 6 0 4 6 1 3 4 4 6 6 0
split_gain=2.9528e+13 3.02722e+14 2.61297e+14 6.55411e+14 2.81834e+14 5.7711e+14 4.10053e+14 7.85857e+14 4.66867e+14 4.66419e+14 4.20512e+14 4.11923e+14 3.47821e+14 2.80812e+14 2.55495e+14 4.21291e+14 2.51932e+14 2.46396e+14 2.40136e+14 2.39922e+14 3.31903e+14 2.82685e+14 2.92835e+14 2.37695e+14 2.30862e+14 2.29606e+14 2.2533e+14 2.12392e+14 2.39399e+14 2.00276e+14
threshold=8009.5000000000009 55.071632200000003 54.962581500000006 82.981285100000022 62.375000000000007 2.5000000000000004 10.500000000000002 6.0000000000000009 7.5000000000000009 54.980317700000008 75.605000000000004 138.05000000000004 82.901648750000021 2.5000000000000004 112.00500000000001 4.5000000000000009 15.500000000000002 2.5000000000000004 120.05000000000001 102.04000000000001 55.061158000000006 20.500000000000004 116.05000000000001 82.825258850000026 7.5000000000000009 4.5000000000000009 16.500000000000004 40.905000000000008 27.215000000000003 55.026775150000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 8 11 -9 13 14 -8 23 -6 -16 18 -13 -3 -14 -21 22 -22 -10 -2 -20 -7 28 -4 -29
right_child=1 16 3 -5 6 26 12 9 10 -11 -12 17 19 -15 15 -17 -18 -19 25 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=134.16849397548387 -493.80219336751361 -4327.1150184690296 -12337.245597625501 -1890.816820439039 -2440.2870911373984 -15448.978132742306 -15087.037657269488 -14832.353618200053 -17121.230073366325 104883.794868364 43022.804176090853 105179.83702761629 14390.153882279297 -1815.7411965793162 105817.5706432967 -12218.326710219488 -18520.486418957949 -70635.877512005449 -51198.680162556964 -14370.088847956968 47758.607583220117 24880.997256109778 392594.10636792454 65562.709306132005 -6913.1190444779968 93495.048116826598 28100.397642112512 7873.3895999163642 12604.328015145815 -2719.209998774164
leaf_weight=3263347 200272 69864 4174 243607 5946 18217 7192 407 472 1624 7632 86 21770 5481 617 593 13888 1090 144 5373 46 195 53 1320 77783 460 1271 34100 49325 37455
leaf_count=3263347 200272 69864 4174 243607 5946 18217 7192 407 472 1624 7632 86 21770 5481 617 593 13888 1090 144 5373 46 195 53 1320 77783 460 1271 34100 49325 37455
internal_value=0 -540.236 118.508 1612.93 5787.95 3397.83 11555.7 21241.9 16028.1 80893.4 26625.9 -2930.1 4487.95 9419.7 6083.57 47970.2 -6210.43 -57778.6 -3784.33 9619.1 -8709.07 94748.9 232368 43784.4 -2289.54 58998.5 -12608.7 5892.23 10658.4 2328.76
internal_weight=0 810457 726101 448046 204439 144542 59897 25268 23237 2031 14905 8332 34629 7273 7156 1210 84356 1176 70468 27437 5667 294 99 1792 278055 604 19488 125054 53499 71555
internal_count=4073804 810457 726101 448046 204439 144542 59897 25268 23237 2031 14905 8332 34629 7273 7156 1210 84356 1176 70468 27437 5667 294 99 1792 278055 604 19488 125054 53499 71555
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=6 6 0 4 7 1 5 1 1 4 7 4 4 1 1 0 0 0 6 5 4 2 2 1 1 5 1 5 0 3
split_gain=3.03028e+13 1.50002e+14 9.07948e+13 2.27259e+14 1.58435e+14 1.20349e+14 1.05269e+14 1.03978e+14 9.44416e+13 1.13397e+14 8.38617e+13 8.03246e+13 1.08335e+14 1.22439e+14 1.20713e+14 1.20713e+14 1.20082e+14 1.18818e+14 1.13627e+14 1.0585e+14 1.00943e+14 1.00807e+14 9.16311e+13 9.12936e+13 8.67956e+13 8.2157e+13 7.28877e+13 1.03236e+14 6.79392e+13 1.86371e+14
threshold=31.005000000000006 33.57500000000001 55.039488700000007 8.5000000000000018 6.0000000000000009 38.166910000000009 1.5000000000000002 37.401708450000008 30.438492500000006 9.5000000000000018 6.0000000000000009 4.5000000000000009 12.500000000000002 82.948524700000021 82.956351500000011 55.034466500000008 56.986919400000012 54.932051950000009 15.450000000000001 2.5000000000000004 14.500000000000002 6082.0000000000009 9613.5000000000018 83.050033500000012 83.015546400000019 3.5000000000000004 30.624707450000006 3.5000000000000004 43.6005307 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=11 2 4 7 -2 6 8 -4 9 10 -5 -1 16 18 15 -15 17 22 19 -14 24 -19 25 -23 -16 28 27 -18 29 -13
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12 12 13 14 20 -17 26 21 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4999.2792033286314 2646.9036382586223 -70.778794764134474 -11175.85541162588 -5620.0451335723246 -8064.2087772707519 13454.986756344595 46013.376660196671 1536.4319126177668 -341.01174036787546 14982.057375905855 -106227.89258862875 12867.361020552244 13329.347650411857 3692.247950793851 -91407.69263919993 -139571.05182861327 2626.3590174625338 1813.9541188231376 -3656.1846950640124 93232.029682480294 -10280.17396206913 9829.7215720940258 -11983.053176440906 -20060.140194202668 -14275.571699886184 83385.052975205239 -7636.9295504933179 219532.40198863638 -826.72636384498082 255748.78172473909
leaf_weight=42668 59881 3604074 7563 2263 17949 28427 604 43108 20450 10594 86 2483 736 93 307 160 8403 57253 40797 214 4000 30740 7091 1057 278 118 23689 22 58664 32
leaf_count=42668 59881 3604074 7563 2263 17949 28427 604 43108 20450 10594 86 2483 736 93 307 160 8403 57253 40797 214 4000 30740 7091 1057 278 118 23689 22 58664 32
internal_value=0 73.9241 2805.47 4614.52 176.728 8653.23 4638.19 -360.966 3889.81 10574.5 -9303.43 -1006.23 -284.718 -4605.32 -19665 -86909 777.129 1913.89 -2860.07 31328.5 -15954.5 4321.35 -1220.94 8836.12 -54753.5 24.0465 -4795.8 3192.76 -136.737 15957.7
internal_weight=0 3.795e+06 190925 113095 77830 62424 33997 50671 33393 12943 2349 278805 236137 46585 4838 253 189552 157438 41747 950 4585 89050 68388 31797 585 61297 32114 8425 61179 2515
internal_count=4073804 3794999 190925 113095 77830 62424 33997 50671 33393 12943 2349 278805 236137 46585 4838 253 189552 157438 41747 950 4585 89050 68388 31797 585 61297 32114 8425 61179 2515
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=0 1 4 5 1 0 6 1 0 0 1 6 7 6 0 0 0 0 0 1 6 0 1 6 2 1 0 4 1 0
split_gain=3.1334e+13 1.99406e+14 1.31239e+14 1.39823e+14 9.78737e+13 3.00029e+14 1.26982e+14 1.04133e+14 1.56601e+14 1.55068e+14 1.14563e+14 9.41367e+13 9.24752e+13 8.4466e+13 7.80786e+13 8.13212e+13 1.06146e+14 7.04184e+13 6.74533e+13 8.95065e+13 6.43685e+13 6.37386e+13 4.63673e+14 3.56814e+14 3.10634e+14 7.31648e+14 5.30753e+14 5.75312e+14 5.00211e+14 4.61999e+14
threshold=60.753246850000004 33.882313700000005 2.5000000000000004 2.5000000000000004 53.67029225000001 63.565651350000003 68.00500000000001 39.749243900000003 63.565651350000003 63.565651350000003 34.382014200000008 149.05000000000004 6.0000000000000009 76.605000000000004 63.565651350000003 61.78914120000001 61.686687400000004 61.78914120000001 61.686687400000004 40.024897700000004 79.710000000000022 59.963561900000009 30.226173900000003 45.005000000000003 3338.0000000000005 30.370944000000005 59.982409200000006 16.500000000000004 30.277905650000005 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 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 14 -3 18 7 -6 -7 9 11 10 -5 12 17 -12 15 16 -2 -9 19 -4 -19 -1 23 -23 25 28 27 -27 -24 -30
right_child=1 2 3 4 5 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=45.639182847894688 -47622.378083045682 -14404.456050537556 -88656.017817540327 19915.689057164145 25042.641866302492 -2526.5428943678335 -46146.563110851508 31472.597431405338 56701.866269277816 -84663.650327274721 -6946.754664945006 -104272.43756930444 -33115.197777428104 -91098.306165319053 -2246.321422514186 -90674.497896875007 12219.264314945063 -20631.774276703065 -1070.8962330547608 9955.0500520463356 69119.657964638158 -2810.7407034538046 -11142.456114871089 22157.678212861574 7985.799354503416 -61626.287153744655 -11850.699912495547 -4050.3022594859076 13912.955027068892 -6113.5169783757074
leaf_weight=3866640 935 3755 93 3395 2868 1550 1172 2764 1445 174 719 62 301 143 961 250 434 503 26090 8970 95 10371 30086 12772 17426 5058 25044 2642 26988 20098
leaf_count=3866640 935 3755 93 3395 2868 1550 1172 2764 1445 174 719 62 301 143 961 250 434 503 26090 8970 95 10371 30086 12772 17426 5058 25044 2642 26988 20098
internal_value=0 2334.83 3630.14 4975.28 12992.1 2472.7 -21307.8 19116.9 28758.3 7867.41 11649.5 17918.5 19986.7 -20906.9 -24826 -38228.8 -28651.4 24740.9 1510.88 8943.15 -6373.6 -32.9429 -2052.07 10968.7 -4418.44 -6385 -18910.2 -41871 -1070.58 5364.94
internal_weight=0 56679 54099 50344 15191 5590 2722 9601 5170 4431 4257 3725 3663 862 2580 1619 1369 3362 35153 9063 598 4.01712e+06 150485 23143 127342 109916 32744 7700 77172 47086
internal_count=4073804 56679 54099 50344 15191 5590 2722 9601 5170 4431 4257 3725 3663 862 2580 1619 1369 3362 35153 9063 598 4017125 150485 23143 127342 109916 32744 7700 77172 47086
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=6 2 2 3 1 1 3 4 0 3 4 4 6 1 1 5 4 3 0 4 0 0 0 5 6 2 1 0 3 1
split_gain=2.96619e+13 5.86074e+13 7.53365e+13 1.0055e+14 7.35041e+13 6.25326e+13 7.09037e+13 1.1337e+14 1.01924e+14 9.72088e+13 1.82787e+14 5.9517e+13 5.42479e+13 3.18156e+14 7.23627e+14 4.55495e+14 2.32959e+14 1.58839e+14 2.74704e+14 2.59101e+14 4.21261e+14 2.1239e+14 1.692e+14 1.60787e+14 1.53032e+14 2.5114e+14 2.54406e+14 2.35518e+14 1.78659e+14 1.77005e+14
threshold=189.00000000000003 3658.0000000000005 5325.0000000000009 22.500000000000004 45.126607350000008 47.256487700000001 1.5000000000000002 4.5000000000000009 55.145978450000008 3.5000000000000004 4.5000000000000009 4.5000000000000009 142.05000000000004 39.004719500000007 39.079932600000006 2.5000000000000004 5.5000000000000009 13.500000000000002 54.724612400000005 21.500000000000004 55.539595350000006 55.418618900000006 45.029425500000009 2.5000000000000004 134.05000000000004 5791.5000000000009 82.941727000000014 55.071632200000003 21.500000000000004 38.965413050000002
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 -6 7 8 -7 11 -11 -8 24 17 -15 16 -16 18 -14 20 22 -20 -19 -23 -1 29 27 -27 -29 -26
right_child=1 2 3 -5 5 6 9 -9 -10 10 -12 -13 13 14 15 -17 -18 19 21 -21 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-16.985039848128093 -2492.6375786693338 187687.33587831442 8986.8108742363274 -205806.92286931819 -84909.417197027447 62732.780007102272 -83442.854752604166 14188.647713694852 348172.21928879316 344337.89769345243 42636.337039590144 20544.71121608527 54437.929763381951 -155495.55827609592 -10286.218347497888 -14411.054160100299 209078.29057303292 7777.7170866935485 -94815.405811915887 55660.715559560253 27311.974296244964 -182908.09786086311 -251649.53106203012 15042.220790710278 3606.5351974339483 -33745.191721551171 76545.843510185921 59668.854238469052 -86898.819344815347 42784.587299009625
leaf_weight=4045514 3393 33 2328 22 41 22 96 51 29 21 459 129 1637 360 74 8912 140 31 214 194 155 42 133 1783 1858 2158 316 520 99 3040
leaf_count=4045514 3393 33 2328 22 41 22 96 51 29 21 459 129 1637 360 74 8912 140 31 214 194 155 42 133 1783 1858 2158 316 520 99 3040
internal_value=0 6686.31 16325.5 6975.98 41264.5 35566.5 41687.3 119615 225041 30412.7 55835.8 -23823.3 -10.8896 -6298.66 -16434.7 -10949.1 133223 16654.5 23928.9 -35471.2 -90893.2 -565.158 -202611 10486.7 10.3229 13835.2 -8473.59 -18148.1 36227.5 27922.8
internal_weight=0 6624 3231 2350 881 848 807 102 51 705 480 225 4.06718e+06 13675 9486 9126 214 4189 3676 513 319 2039 164 1825 4.0535e+06 7991 3093 2777 619 4898
internal_count=4073804 6624 3231 2350 881 848 807 102 51 705 480 225 4067180 13675 9486 9126 214 4189 3676 513 319 2039 164 1825 4053505 7991 3093 2777 619 4898
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=6 0 2 2 3 0 0 1 4 1 0 1 5 4 1 1 3 0 4 1 4 0 6 3 0 3 6 6 4 7
split_gain=2.92903e+13 7.4604e+13 2.48287e+14 2.11086e+14 1.99051e+14 2.10883e+14 1.88357e+14 2.7316e+14 1.37939e+14 1.37071e+14 2.00719e+14 1.51999e+14 1.66223e+14 1.9628e+14 1.22971e+14 1.17469e+14 1.13642e+14 1.25836e+14 1.3284e+14 1.99787e+14 1.11667e+14 1.04119e+14 1.08732e+14 9.83062e+13 2.55591e+14 1.66192e+14 1.49128e+14 2.9131e+14 1.29731e+14 2.01073e+14
threshold=99.050000000000011 44.601833250000006 7833.0000000000009 6877.0000000000009 16.500000000000004 42.965693300000005 45.00849250000001 37.804148700000006 24.500000000000004 37.768783500000005 44.685196900000008 37.318079750000003 2.5000000000000004 11.500000000000002 39.069277450000008 47.504912950000005 9.5000000000000018 44.878071950000013 5.5000000000000009 37.331232350000008 4.5000000000000009 44.739668300000005 142.05000000000004 9.5000000000000018 45.015054600000006 14.500000000000002 112.00500000000001 134.05000000000004 14.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 12 -3 21 -9 -7 17 -13 19 20 -19 -14 -23 28 25 -25 -27 -28 29 -8
right_child=1 6 -4 -5 -6 15 23 14 -10 10 -12 16 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=48.606416178320373 -13606.706498009327 -160052.48040364584 -21398.701379470949 146864.21222959887 -90122.588582179858 20277.029264981069 -3216.336618202271 -111066.44066420336 -160881.12312500001 -9055.7473910522458 114205.41222406685 -63219.832161594291 235571.09345238097 226831.32984118853 -40170.348597136734 73670.591645881723 -126806.87798437499 444009.0860253906 -18458.769082346273 -12490.096686422416 132253.39768518519 -40829.788677118289 132230.91066080731 21286.41259765625 2565.3413126385462 85972.961883471391 467922.56769425678 20584.578027343752 -10615.531371088931 13511.124367791663
leaf_weight=3944199 1950 36 2476 119 184 5725 60429 416 55 320 225 419 21 61 594 444 125 20 310 58 27 149 48 144 28210 83 37 24 18740 8156
leaf_count=3944199 1950 36 2476 119 184 5725 60429 416 55 320 225 419 21 61 594 444 125 20 310 58 27 149 48 144 28210 83 37 24 18740 8156
internal_value=0 -1479.21 6439.14 14623.2 12727.9 15058.8 -2206.16 -27449.8 -4856.14 -138.511 41831.9 -18092.9 42175.4 68269.4 -69371.1 24119.9 -37889 -24562 14468.4 111682 264915 23901.1 1337.29 -1577.6 3522.23 97250.6 173215 291921 -3241.89 -1227.14
internal_weight=0 129605 10898 8422 8303 8119 118707 2884 1874 1819 545 1274 315 279 1010 6169 959 834 415 105 47 218 197 115823 28498 288 144 61 87325 68585
internal_count=4073804 129605 10898 8422 8303 8119 118707 2884 1874 1819 545 1274 315 279 1010 6169 959 834 415 105 47 218 197 115823 28498 288 144 61 87325 68585
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 0 4 6 4 0 3 1 1 1 1 4 0 0 7 0 5 1 3 4 2 4 4 4 0 0
split_gain=2.96946e+13 7.70735e+13 3.01603e+14 3.91922e+14 3.5695e+14 1.48355e+14 1.34587e+14 1.26535e+14 2.172e+14 3.67532e+14 2.07786e+14 1.80674e+14 1.62912e+14 1.36545e+14 1.69555e+14 2.17794e+14 1.56914e+14 1.31576e+14 1.31497e+14 1.55198e+14 1.26327e+14 1.2953e+14 1.25411e+14 1.22747e+14 1.22711e+14 1.18989e+14 1.69789e+14 1.29101e+14 1.26984e+14 1.63463e+14
threshold=168.45000000000002 142.05000000000004 39.004719500000007 39.105193450000009 2.5000000000000004 43.550475500000012 5.5000000000000009 134.05000000000004 6.5000000000000009 55.071632200000003 1.5000000000000002 82.93515810000001 43.932356550000009 38.965413050000002 39.004719500000007 8.5000000000000018 44.601833250000006 45.063245050000006 6.0000000000000009 57.125462300000009 3.5000000000000004 39.231261550000006 20.500000000000004 8.5000000000000018 2506.0000000000005 19.500000000000004 22.500000000000004 9.5000000000000018 56.818587550000011 55.080855950000007
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 10 -9 -12 -11 16 17 18 -10 -15 -16 -20 21 -6 -18 -8 -23 27 -27 -22 29 -29
right_child=-2 2 3 4 20 6 23 8 13 12 11 -13 -14 14 15 -17 22 -19 19 -21 25 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-16.3021394887264 5437.9467574337496 16824.382675402714 -133813.71558674294 -74772.510937500003 154363.20866268381 14993.945435855265 451015.13504464284 71150.996568975606 237496.8160300926 7787.7088044324182 -47086.283653185266 66480.532253725163 82394.677133867823 145562.65417268171 86785.697565811832 23147.299223192946 -12459.727457820109 -111659.91775568182 100148.28464673914 481037.35312500002 -106.89659467442992 -222895.01658044767 157631.38345486112 177881.28304893093 -39123.695591353993 149993.23868024556 6040.4478405499904 -23106.054905804678 15393.564560282941 -95826.788644001062
leaf_weight=4045514 10017 3199 291 29 34 38 21 187 27 714 1938 151 496 207 230 2750 1181 22 23 20 2379 37 45 76 2022 105 373 807 370 501
leaf_count=4045514 10017 3199 291 29 34 38 21 187 27 714 1938 151 496 207 230 2750 1181 22 23 20 2379 37 45 76 2022 105 373 807 370 501
internal_value=0 -13.4042 -8660.37 -20170.4 -15301.4 130437 174519 8.52941 12579.7 -6162.14 -29837.2 -38877.3 38370.4 27082.3 37889 31604.3 -964.974 120851 116794 277306 -18907.5 -39229.3 -6216.58 237013 -42426 -9528.58 37661.9 -15088.6 -36329.1 -50960.1
internal_weight=0 4.06379e+06 10282 7083 6792 164 135 4.0535e+06 7991 3486 2276 2089 1210 4505 3252 3023 1253 229 273 43 6628 2093 1226 97 2059 4535 478 4057 1678 1308
internal_count=4073804 4063787 10282 7083 6792 164 135 4053505 7991 3486 2276 2089 1210 4505 3252 3023 1253 229 273 43 6628 2093 1226 97 2059 4535 478 4057 1678 1308
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=2 0 1 7 0 6 1 0 3 0 1 6 4 3 4 7 0 6 4 0 1 0 1 1 5 0 6 0 4 1
split_gain=2.9211e+13 1.74381e+14 1.58729e+14 1.83657e+14 3.81515e+14 2.93354e+14 2.54854e+14 1.90201e+14 1.64784e+14 1.53699e+14 3.91783e+14 1.69216e+14 1.62218e+14 2.84116e+14 2.1759e+14 3.31498e+14 3.32569e+14 3.71513e+14 2.63917e+14 5.37381e+14 3.45657e+14 5.04025e+14 2.50066e+14 2.33214e+14 1.82307e+14 1.79277e+14 1.78976e+14 1.67047e+14 2.73492e+14 2.24364e+14
threshold=36.000000000000007 55.390026600000006 37.804148700000006 6.0000000000000009 55.710673100000008 74.615000000000009 37.897576350000001 55.737027400000009 7.5000000000000009 55.910578700000009 37.331232350000008 53.995000000000012 24.500000000000004 17.500000000000004 25.500000000000004 6.0000000000000009 55.60524465000001 49.895000000000003 30.500000000000004 55.812023600000011 37.702956500000006 55.834019500000004 37.563506350000004 37.729575300000008 1.5000000000000002 55.840017500000009 77.565000000000012 55.721784200000009 26.500000000000004 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -3 12 -11 -12 13 -10 15 -14 23 -18 19 27 21 -21 -23 -17 -19 -22 -15 -16 29 -29
right_child=-2 2 3 4 7 -7 -8 -9 9 10 11 -13 14 26 18 16 17 24 -20 20 25 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-64899.606908463538 74.188098650865598 -2696.4008359985769 -5605.9675928409879 -73054.928601798063 108842.21838269358 -153554.75419407894 -6247.4149357969372 -205323.28805338545 2770.7013397243736 5117.5759269494083 -36053.609285704726 -132544.68235173516 16693.956612852107 13991.200586707471 68124.874214339565 13916.11822830428 -8801.0018617183159 217650.48512500001 -5109.2593583326634 -52082.414796066289 11478.233151814089 9470.4154582138617 120588.80489455597 222208.41712472099 -53212.297655400354 -191625.63720643939 47757.948177471291 -35354.448837002841 5483.0082749902713 98175.273412926254
leaf_weight=426 3783399 140207 13454 995 234 228 1340 21 88446 1524 365 362 2733 9007 1442 1340 3991 25 13213 1104 59 564 316 56 4109 165 1901 154 1936 688
leaf_count=426 3783399 140207 13454 995 234 228 1340 21 88446 1524 365 362 2733 9007 1442 1340 3991 25 13213 1104 59 564 316 56 4109 165 1901 154 1936 688
internal_value=0 -966.523 -872.601 -10468.1 -33681.5 -45287.4 -34715.7 82969.8 -302.144 2212.4 -23696.8 -84100.1 2656.76 4648.67 -3548.11 -14005 -22817.1 -30564 2975.91 19595.3 -20377.1 -7082.46 49372 22271.7 -51574.3 -138130 19875.9 40509.8 26175.3 73753
internal_weight=0 290405 289979 16272 2818 2563 2335 255 273707 133500 2251 727 131249 99354 31895 12254 9521 8125 19641 6428 2208 1984 880 1396 4134 224 10908 4220 2778 842
internal_count=4073804 290405 289979 16272 2818 2563 2335 255 273707 133500 2251 727 131249 99354 31895 12254 9521 8125 19641 6428 2208 1984 880 1396 4134 224 10908 4220 2778 842
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=6 4 6 5 4 1 0 3 4 5 2 0 3 0 6 2 1 0 0 0 1 1 4 1 0 6 0 4 4 4
split_gain=2.91555e+13 7.54e+13 1.12034e+14 5.92823e+13 4.86879e+13 5.22796e+13 4.76112e+13 4.6184e+13 4.61242e+13 1.30678e+14 5.54812e+13 4.46574e+13 3.83794e+13 3.77281e+13 3.2316e+13 3.15287e+13 3.14903e+13 3.05317e+13 2.97917e+13 1.63205e+14 2.73878e+14 6.54217e+14 3.51202e+14 3.43061e+14 3.4111e+14 3.00689e+14 3.47388e+14 2.53848e+14 2.52536e+14 3.33721e+14
threshold=19.050000000000004 9.5000000000000018 15.450000000000001 3.5000000000000004 7.5000000000000009 94.478249850000012 55.660117850000006 4.5000000000000009 5.5000000000000009 3.5000000000000004 75.000000000000014 55.702806750000008 3.5000000000000004 55.633951400000008 15.450000000000001 2599.0000000000005 39.135518400000002 55.840017500000009 45.015054600000006 45.053967500000006 38.977585500000011 38.97264950000001 14.500000000000002 38.989878900000008 45.040161900000008 63.855000000000011 45.029425500000009 24.500000000000004 19.500000000000004 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 4 3 6 8 13 16 15 -1 10 -10 -9 17 -6 -12 -8 -3 -4 -2 20 21 -20 -23 24 -22 -24 -27 -26 29 -25
right_child=18 2 12 -5 5 -7 7 11 9 -11 14 -13 -14 -15 -16 -17 -18 -19 19 -21 23 22 25 28 27 26 -28 -29 -30 -31
leaf_value=-4612.1717901131133 -994.82189284704327 -8265.8110756188944 -49684.541209462332 123240.39478641632 -2894.2794110483246 76865.267119140626 -37089.989138926634 173750.84471507353 -116728.52174479168 249519.75300781254 42499.423981086584 54408.278457709755 1253.9704980500026 -23520.145837306314 -16752.80137367818 39169.85651041667 26356.136058892149 863.66037088485962 4854.6190681503549 -15.679188415025827 9847.6370940858069 -12386.177962467616 -33331.943601177329 3652.927443356431 47344.326423398496 101018.33997564936 -120873.80730228809 143411.30566004501 -11278.256619425065 22578.267296904891
leaf_weight=12398 270477 483 331 62 1283 60 92 34 30 25 294 403 1171 2872 134 132 576 187 26367 3684563 3113 5719 2020 37683 2123 77 843 316 7558 12378
leaf_count=12398 270477 483 331 62 1283 60 92 34 30 25 294 403 1171 2872 134 132 576 187 26367 3684563 3113 5719 2020 37683 2123 77 843 316 7558 12378
internal_value=0 -3755.57 9681.99 27172.8 -6483.79 -15812.9 23709.9 44768.8 -3431.07 26886.3 14733.8 63693.5 -8771.86 -17151.2 23948.5 7848.85 10565.4 -31436.4 19.0566 91.5515 4115.08 -2977.32 -26825.9 8047.55 31787.8 -54914.5 -102302 59790.9 5760.01 8332.38
internal_weight=0 20567 3471 1782 17096 4215 1720 661 12881 483 458 437 1689 4155 428 224 1059 518 4.05324e+06 3.78276e+06 98197 35026 8659 63171 5552 2940 920 2439 57619 50061
internal_count=4073804 20567 3471 1782 17096 4215 1720 661 12881 483 458 437 1689 4155 428 224 1059 518 4053237 3782760 98197 35026 8659 63171 5552 2940 920 2439 57619 50061
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=2 1 4 0 1 0 1 4 6 1 1 0 0 4 4 0 1 0 4 0 1 4 0 4 0 7 0 0 1 2
split_gain=2.86519e+13 2.46728e+14 3.85202e+14 3.2754e+14 2.33521e+14 5.0517e+14 5.17864e+14 6.43292e+14 3.46928e+14 3.21889e+14 2.70871e+14 5.18783e+14 4.6255e+14 3.55346e+14 3.54089e+14 4.61028e+14 5.51442e+14 1.12214e+15 5.37668e+14 3.49281e+14 4.37392e+14 6.61261e+14 4.73918e+14 4.02698e+14 3.32449e+14 2.98018e+14 2.8909e+14 2.60129e+14 2.83124e+14 5.57476e+14
threshold=451.00000000000006 38.782330450000011 14.500000000000002 55.579943700000008 38.109452700000006 56.041614100000011 37.631035900000008 16.500000000000004 73.995000000000019 37.978059650000013 38.430814800000007 55.214863500000007 55.071632200000003 16.500000000000004 20.500000000000004 55.783232450000007 38.166910000000009 55.768246800000007 19.500000000000004 55.922096200000006 38.166910000000009 5.5000000000000009 56.309668500000008 14.500000000000002 56.385857200000011 6.0000000000000009 55.910578700000009 55.303261650000003 37.924401400000008 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 27 8 -8 -7 -9 14 12 13 -12 15 16 17 -6 19 -17 -21 -22 25 24 -24 -23 -16 -1 29 -29
right_child=-2 2 -4 -5 10 6 7 9 -10 -11 11 -13 -14 -15 26 18 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-11568.547606006041 -118.42873026120446 359.25039483717501 120983.23787473101 -25336.498401344052 53073.961130234755 -3152.9639599017655 -51415.331348010033 47262.349410211471 -46798.554447306742 451783.25751689193 -11238.99622512046 -8591.868165772752 48057.120589172002 340761.65630387934 -32757.956313248866 -14615.524451898482 19291.646285223273 327871.42407041142 276933.15034722222 572.93258143578032 10860.00570783456 127049.97195530066 220959.67882206358 -246527.12548076926 -5424.4253649184284 336105.07449479168 92986.250368553709 -778.43294837909934 -5280.8688949818898 6018.7799810830338
leaf_weight=16153 3396489 10509 221 9396 2498 19673 4037 42 2007 37 2591 20295 3548 29 2387 6790 12626 158 72 7247 2156 751 87 52 255 75 198 286701 58381 208343
leaf_count=16153 3396489 10509 221 9396 2498 19673 4037 42 2007 37 2591 20295 3548 29 2387 6790 12626 158 72 7247 2156 751 87 52 255 75 198 286701 58381 208343
internal_value=0 593.877 -10312.5 -11770.2 927.878 320.485 -13367 -45885 -7193.4 236722 6778.01 -873.047 24524.7 -7342.81 12505.3 15316.3 28004.1 69421.1 4227.01 3099.41 14422.4 44152.1 102986 12743.3 52164.5 146032 -23126.5 940.387 1305.49 2082.23
internal_weight=0 677315 20126 19905 657189 595374 25796 4116 21680 79 61815 26463 6168 2620 35352 32767 15282 2656 17485 17413 10623 3376 1220 394 342 826 2585 569578 553425 495044
internal_count=4073804 677315 20126 19905 657189 595374 25796 4116 21680 79 61815 26463 6168 2620 35352 32767 15282 2656 17485 17413 10623 3376 1220 394 342 826 2585 569578 553425 495044
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=1 4 2 0 7 6 2 0 0 5 0 5 6 0 6 4 2 6 0 0 4 4 6 6 3 6 6 6 6 6
split_gain=2.83678e+13 8.73267e+13 7.80627e+13 1.29057e+14 1.21192e+14 9.46841e+13 8.92253e+13 1.03386e+14 1.01152e+14 8.20609e+13 5.68532e+13 5.34658e+13 4.86552e+13 4.40986e+13 4.30401e+13 1.00351e+14 4.16741e+13 6.80818e+13 4.97037e+13 1.47834e+14 6.99042e+13 9.62622e+13 7.43637e+13 1.74095e+14 7.04062e+13 5.00388e+13 1.80829e+14 4.92088e+13 4.60403e+13 8.55163e+13
threshold=113.48479755000001 17.500000000000004 5325.0000000000009 50.556058150000005 6.0000000000000009 100.05000000000001 9236.5000000000018 50.596941950000009 52.02416370000001 1.5000000000000002 63.565651350000003 2.5000000000000004 67.00500000000001 57.719618750000002 49.485000000000007 5.5000000000000009 12544.500000000002 72.50500000000001 52.07762420000001 56.638205000000006 11.500000000000002 15.500000000000002 73.41500000000002 75.605000000000004 11.500000000000002 91.02500000000002 92.02500000000002 87.015000000000015 60.305000000000007 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 11 7 9 12 -4 16 14 -8 -9 -2 -16 18 -18 20 -20 28 22 -22 -24 -25 27 -27 -21 -10 -30
right_child=1 -3 6 -5 -6 -7 8 13 10 -11 -12 -13 -14 -15 15 -17 17 -19 19 25 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-21.232317341235884 -17795.2979988634 60945.870581618095 5788.3974628549204 -98790.83604667749 100605.1888384046 199803.66281250003 -6581.493952150342 -93228.565296794462 8531.4538986294392 52428.392188554724 -105420.17316576088 -44457.773025173614 -34726.335535916231 45500.638203125003 -46031.500513980267 87715.328518476279 26632.340889734503 182872.0625 -58521.15601809611 3619.4806009922295 -9552.5335405649039 15737.301064862704 -251111.59186862246 -4485.5831787109373 -134595.34129638673 -208384.91225490195 -4092.4620008680558 83417.619190705125 33699.972529591199 -11824.377691543312
leaf_weight=4047600 598 260 638 178 95 20 3333 97 5182 923 46 522 753 30 95 137 278 31 411 8351 325 608 49 147 58 51 288 78 2109 513
leaf_count=4047600 598 260 638 178 95 20 3333 97 5182 923 46 522 753 30 95 137 278 31 411 8351 325 608 49 147 58 51 288 78 2109 513
internal_value=0 3279.65 2701.74 -18380.4 -8623.7 -16186.9 4128.97 26307 2473.29 33366 5614.5 -19382.1 -11768.2 -60457.9 -3611.54 32948.3 5890.9 42306.9 5271.6 95.2611 10556.2 -12052.8 -41234.8 -81773.1 -41297.1 2842.91 -34826.7 4357.91 13995 24793
internal_weight=0 26204 25944 1645 1467 1372 24299 1688 22611 1561 18525 1352 4086 127 830 232 18479 309 18170 9179 8991 1187 579 254 205 8768 339 8429 7804 2622
internal_count=4073804 26204 25944 1645 1467 1372 24299 1688 22611 1561 18525 1352 4086 127 830 232 18479 309 18170 9179 8991 1187 579 254 205 8768 339 8429 7804 2622
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=4 1 1 6 1 0 1 6 2 6 1 6 3 0 0 0 0 0 0 7 1 1 6 7 0 0 6 0 1 6
split_gain=2.8026e+13 3.27072e+14 2.005e+14 1.8546e+14 1.16664e+14 1.04917e+14 9.55713e+13 1.38486e+14 1.97706e+14 9.47952e+13 8.06865e+13 8.0648e+13 1.06719e+14 9.06639e+13 7.85689e+13 2.20531e+14 1.31456e+14 1.04958e+14 7.68835e+13 7.52581e+13 8.26688e+13 7.50185e+13 7.5106e+13 6.91477e+13 6.74356e+13 8.2547e+13 7.07508e+13 6.70875e+13 1.22943e+14 1.15456e+14
threshold=2.5000000000000004 38.109452700000006 43.862029600000007 68.515000000000015 47.17130860000001 44.685196900000008 37.543519500000009 75.010000000000005 75.000000000000014 156.15000000000003 47.386825600000002 38.205000000000005 1.5000000000000002 43.550475500000012 44.990874950000006 45.177967300000006 45.047736150000013 44.046956350000009 56.802121050000004 6.0000000000000009 30.624707450000006 39.178027400000005 71.715000000000018 6.0000000000000009 59.898927250000007 54.762682300000009 38.010000000000012 60.753246850000004 30.509101000000005 46.420000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 -4 -1 19 18 -9 -10 -5 -3 13 -13 17 16 -16 -15 -8 -7 -21 22 -18 -12 25 -6 -27 -2 -29 -30
right_child=27 2 3 10 24 6 7 8 9 -11 23 12 -14 14 15 -17 21 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=42142.020714437444 -91.786932905689085 2399.3222874901339 -13413.908214526744 -45882.036847387295 -2111.1170396871426 -7765.0514113730205 -19486.191533133795 -347227.1944444445 -82901.923337837114 103765.67916666667 -13625.832750607335 80484.833876975026 4629.536749758091 32691.552199417682 25378.372304034223 11577.264280366893 61663.165567907308 -14003.611531172379 -137581.26376255581 -213924.58437500001 -33742.164315620517 19251.110580601642 122845.83458405119 46147.912857421878 -13051.203093578295 247.93454264522208 10676.520368213118 -48534.751634273474 -1417.1707520858963 8091.57567704963
leaf_weight=341 3909217 12853 4522 777 13658 9741 3539 27 292 30 5986 223 11611 675 2275 10169 836 1678 56 36 87 291 264 200 2356 9641 20003 450 22580 29390
leaf_count=341 3909217 12853 4522 777 13658 9741 3539 27 292 30 5986 223 11611 675 2275 10169 836 1678 56 36 87 291 264 200 2356 9641 20003 450 22580 29390
internal_value=0 1558.78 3610.41 -214.763 1907.39 -12654 -14007.2 -27164.2 -87305.2 -65510.5 -15508.4 8957.99 11966.3 17157.1 16284.7 19157.8 40185.4 -608.271 -21325.8 -8746.58 -86478.5 64402.4 76347 -11693.3 3424.82 4321.26 7284.87 -44.1343 3509.56 3960.2
internal_weight=0 112167 98018 57143 50180 14149 13808 3944 349 322 6963 40875 28022 16411 16188 13835 3666 2353 3595 9864 123 1391 1100 6186 45658 43302 29644 3.96164e+06 52420 51970
internal_count=4073804 112167 98018 57143 50180 14149 13808 3944 349 322 6963 40875 28022 16411 16188 13835 3666 2353 3595 9864 123 1391 1100 6186 45658 43302 29644 3961637 52420 51970
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=4 0 6 1 2 0 4 1 0 0 6 6 0 1 6 6 1 6 6 1 7 0 0 0 6 6 2 7 2 2
split_gain=2.98471e+13 7.11225e+13 1.05088e+14 1.37777e+14 6.30165e+13 6.57691e+13 5.80181e+13 2.36274e+14 1.63623e+14 2.42981e+14 1.06099e+14 1.03348e+14 7.96858e+13 1.05342e+14 1.10895e+14 7.32569e+13 7.0483e+13 7.03318e+13 8.45872e+13 1.18417e+14 1.37165e+14 7.34232e+13 7.15769e+13 9.22773e+13 6.31047e+13 8.50142e+13 7.53612e+13 6.19597e+13 5.86887e+13 7.10845e+13
threshold=1.5000000000000002 51.707269950000004 73.00500000000001 37.843405600000004 2882.5000000000005 44.601833250000006 2.5000000000000004 38.109452700000006 45.177967300000006 45.047736150000013 59.505000000000003 43.905000000000008 44.739668300000005 37.543519500000009 47.805000000000007 149.05000000000004 38.657016300000002 98.020000000000024 101.02000000000002 45.71452080000001 6.0000000000000009 43.472751400000007 43.051287600000009 43.6005307 156.15000000000003 75.605000000000004 75.000000000000014 6.0000000000000009 3129.5000000000005 6082.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 12 9 16 11 -10 -2 -14 -15 -11 -9 -18 22 20 21 -20 -19 -24 25 -16 -27 -12 -29 -30
right_child=6 2 3 -5 -6 -7 -8 8 10 15 27 -13 13 14 24 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-44708.713968827789 24975.941262499597 -6054.7303900386687 -157291.14338570926 -28112.782734844688 12145.991477952302 -1660.4996400504472 -39.720850115557653 -24217.70275926228 956.35786410255025 41954.529145796347 -6301.1138181961942 9666.8205786089111 -6614.457728926458 -11214.991138191986 -40750.68165833356 210723.63569711542 12873.527712574365 24036.469036233837 168009.17327958776 -121889.32144691782 -84820.3532892863 30316.14900346236 -338180.33480282739 -87633.568873565062 111146.48935546876 -274947.66477864585 -87939.279386663227 1528.9169909318289 143987.10071691178 -1914.7507306463067
leaf_weight=380 605 7954 89 1142 3758 5374 3961637 632 32885 2384 13395 23253 8672 1702 1095 26 7695 29 47 73 96 220 21 49 24 24 211 192 85 55
leaf_count=380 605 7954 89 1142 3758 5374 3961637 632 32885 2384 13395 23253 8672 1702 1095 26 7695 29 47 73 96 220 21 49 24 24 211 192 85 55
internal_value=0 -3986.27 -10262.7 -37452.2 2074.41 -4503.45 18.3796 2480.91 4441.1 15621.1 2637.32 4564.33 -10414.9 -12240.5 -28205.6 43775.3 7964.65 10436 -24623.3 -5675.9 17694.8 54554.2 -108068 -162798 -49563.1 -52463.1 -107038 -5243.41 37431.2 86668.5
internal_weight=0 18697 9185 1231 9512 5754 4.05511e+06 93470 81137 11272 69865 56138 12333 11728 3056 2410 8862 8230 535 436 363 267 99 70 1354 1330 235 13727 332 140
internal_count=4073804 18697 9185 1231 9512 5754 4055107 93470 81137 11272 69865 56138 12333 11728 3056 2410 8862 8230 535 436 363 267 99 70 1354 1330 235 13727 332 140
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=2 1 5 6 2 0 1 1 6 1 1 0 7 1 1 0 0 4 4 6 7 1 1 0 6 0 0 0 1 1
split_gain=2.60115e+13 2.16127e+14 1.87399e+14 3.42604e+14 2.93946e+14 6.02796e+14 6.50738e+14 5.90305e+14 6.99236e+14 1.08841e+15 6.58441e+14 6.16789e+14 5.03099e+14 5.06439e+14 4.32935e+14 5.3345e+14 5.30145e+14 4.19118e+14 5.10825e+14 5.45918e+14 7.1768e+14 9.10299e+14 4.93153e+14 4.3492e+14 3.86039e+14 4.13665e+14 3.74214e+14 3.56861e+14 3.21412e+14 3.26354e+14
threshold=451.00000000000006 39.652459050000012 1.5000000000000002 41.505000000000003 75.000000000000014 55.633951400000008 37.702956500000006 37.374856000000008 72.020000000000024 37.488790500000007 37.290808600000013 55.850146250000009 6.0000000000000009 37.729575300000008 37.71815560000001 55.685785750000008 55.710673100000008 23.500000000000004 21.500000000000004 69.605000000000004 6.0000000000000009 37.503969450000007 37.618684050000006 55.568628050000008 118.04500000000002 55.775215600000003 55.858844800000007 55.60524465000001 37.729575300000008 37.843405600000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 10 -9 11 -7 -10 -8 -14 16 -16 -11 18 19 22 -21 -22 -5 -19 -18 -26 -12 -24 -17 -30
right_child=-2 -3 3 4 -6 7 12 8 9 14 26 -13 13 -15 15 28 24 23 -20 20 21 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=-1459.0286421156457 -112.83997316518008 -42303.226718216334 15941.183790092302 17367.397758313717 3769.9775812870353 10584.306450573322 14096.345316730942 -8243.3068787571501 37925.593608505362 47666.839056165336 -47684.056439846667 155469.83471026638 58147.774287758315 187776.59330589659 -60423.669837385969 -91184.383699502112 3091.6992971556847 10737.783239146906 41385.710815169739 13338.265905719923 -50586.701110895709 74769.281153775446 -68944.733197107955 -50209.749569515545 -329422.97372359154 -34483.232712639707 -139477.52523442777 21644.440634790684 19216.592791381579 -34859.683606795443
leaf_weight=261048 3396489 1174 16818 20530 223710 2028 2238 90105 5480 2931 3484 486 1487 378 2255 386 14701 2078 4062 5166 5463 648 1200 2682 71 144 509 682 3789 1582
leaf_count=261048 3396489 1174 16818 20530 223710 2028 2238 90105 5480 2931 3484 486 1487 378 2255 386 14701 2078 4062 5166 5463 648 1200 2682 71 144 509 682 3789 1582
internal_value=0 565.852 640.286 1960.53 1370.16 -1705.27 8030.5 -5252.12 -3742.75 8999.52 -35818 47500.9 46062.1 84421.1 116.751 -19194.8 8786.24 4359.83 7885.62 3846.4 -14099.4 -37294.2 12876.2 -23602.8 1146.18 -131882 -59385.3 -36117 -3045.6 3288.71
internal_weight=0 677315 676141 415093 398275 174565 46614 127951 121930 31825 6021 5966 4103 1865 25859 8012 17847 42511 37751 33689 11277 6111 22412 4760 14916 215 3993 1882 5757 5371
internal_count=4073804 677315 676141 415093 398275 174565 46614 127951 121930 31825 6021 5966 4103 1865 25859 8012 17847 42511 37751 33689 11277 6111 22412 4760 14916 215 3993 1882 5757 5371
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=6 5 6 1 4 0 1 4 2 1 1 4 4 0 1 6 1 6 6 0 6 3 6 3 6 2 0 2 0 3
split_gain=2.55231e+13 9.04207e+13 2.55161e+14 2.37948e+14 2.33285e+14 1.76906e+14 1.72468e+14 2.10831e+14 2.24127e+14 2.16313e+14 2.49325e+14 1.98699e+14 1.58802e+14 1.45279e+14 1.41343e+14 1.44616e+14 1.53206e+14 1.38012e+14 1.36183e+14 1.31789e+14 1.49958e+14 1.23197e+14 1.18164e+14 1.68033e+14 1.10773e+14 1.07606e+14 1.07164e+14 1.05107e+14 1.4031e+14 1.04663e+14
threshold=97.020000000000024 2.5000000000000004 125.02000000000002 38.247071200000008 4.5000000000000009 59.856552950000008 30.242318500000007 13.500000000000002 2828.5000000000005 65.534455000000023 82.93515810000001 7.5000000000000009 9.5000000000000018 59.848366150000011 38.999037500000007 120.05000000000001 82.963919600000011 104.01000000000001 118.04500000000002 52.960348700000004 103.03500000000001 4.5000000000000009 104.01000000000001 14.500000000000002 103.03500000000001 1696.0000000000002 55.046782850000007 2599.0000000000005 51.707269950000004 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 25 11 9 19 18 12 21 -11 17 22 16 -16 -13 -8 -9 -21 -6 23 -10 -7 -2 -18 28 -5 -20
right_child=1 -3 3 27 6 24 7 8 14 10 -12 13 -14 -15 15 -17 26 -19 29 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=47.405118235443688 -212107.34857088418 -669.43912934283071 -34909.972192582776 250441.61041165865 55328.945048419097 -97169.286288265313 -41068.226040518159 112784.5990752551 -21168.995075593171 146045.57166922433 -70405.849074961661 72808.422998046881 -11657.463287412773 26818.338493946336 -12124.691852804332 142877.94679741011 260840.11111111112 -210263.35092213118 -49372.373629760747 -331.00229327598316 -98719.594128583383 203145.4778125 142798.91279041918 186965.5895526961 -309803.50198102678 -43155.969269137917 15103.977829241072 29750.997092488607 31525.10215135261 -173052.44908588438
leaf_weight=3932741 41 132285 641 52 191 49 2325 49 162 168 163 24 103 191 1040 73 36 61 128 267 369 80 158 51 49 468 35 1590 67 147
leaf_count=3932741 41 132285 641 52 191 49 2325 49 162 168 163 24 103 191 1040 73 36 61 128 267 369 80 158 51 49 468 35 1590 67 147
internal_value=0 -1321.62 -11150.1 17047.6 -21458.8 -80453.1 -15307 -20850.5 2418.72 -38030.1 27324.4 38141 86106.8 -21581 23413.1 6536.57 -2421.96 -130337 -48939.2 -45240.1 -57414.9 98964.8 77272.5 28666 -203486 -56765 139703 36535.5 127186 -115485
internal_weight=0 141063 8778 2350 6428 607 5821 5274 2240 3034 434 547 271 276 1555 1184 1111 85 2600 685 636 271 371 213 98 509 71 1709 119 275
internal_count=4073804 141063 8778 2350 6428 607 5821 5274 2240 3034 434 547 271 276 1555 1184 1111 85 2600 685 636 271 371 213 98 509 71 1709 119 275
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=1 1 6 7 4 0 2 1 4 6 1 6 4 6 3 0 1 4 4 1 6 6 0 0 0 1 6 0 6 0
split_gain=2.54622e+13 1.06344e+14 7.6978e+13 1.31593e+14 7.31201e+13 7.24098e+13 1.36895e+14 1.02862e+14 1.11061e+14 1.42056e+14 8.47344e+13 8.1079e+13 6.90306e+13 6.79902e+13 6.4162e+13 6.31459e+13 1.0295e+14 1.47823e+14 1.59606e+14 1.28447e+14 8.6904e+13 6.28227e+13 6.20267e+13 7.15362e+13 9.85522e+13 6.38521e+13 9.53822e+13 6.1811e+13 6.1502e+13 6.10228e+13
threshold=92.791023150000015 92.948588300000011 85.020000000000024 6.0000000000000009 5.5000000000000009 52.516286950000008 9236.5000000000018 94.478249850000012 5.5000000000000009 134.05000000000004 103.8879505 39.355000000000011 4.5000000000000009 90.045000000000016 5.5000000000000009 56.020150250000007 92.865667950000017 18.500000000000004 15.500000000000002 92.90968070000001 149.05000000000004 108.05000000000001 58.010305850000002 56.228352100000002 56.288960650000007 118.02765200000002 81.705000000000013 51.307150200000002 103.03500000000001 56.802121050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 10 -10 -12 -8 22 -11 16 -6 18 19 20 -18 -20 23 -7 -25 -24 -27 -14 -9 -26
right_child=1 5 3 -5 15 13 12 8 9 14 11 -13 27 -15 -16 -17 17 -19 21 -21 -22 -23 25 24 29 26 -28 -29 -30 -31
leaf_value=-42.814251646769215 4567.0171343562315 55504.683026576604 -25666.485981889207 -11099.803545013358 36474.177484747379 -2499.590938559089 -14332.648576287935 1842.8876563319955 -19367.531272814798 64143.670354729729 -5498.3110926098088 25363.553483063126 -18414.926316588186 -33984.414671671824 251663.94270833337 28196.329074379297 139228.03867635466 350052.33782861329 42777.497187500005 -47305.258379536295 342691.66670673079 -204865.1892857143 -10193.669931038819 -32389.305662685507 -2383.6262241435938 8985.9355554568629 88057.121878090387 1206.760879246335 -62951.068042156046 -37661.165846158801
leaf_weight=3957732 34240 471 176 854 396 19736 3960 8711 603 37 1031 4883 1723 745 36 1177 109 25 20 31 26 21 1875 2101 4267 4428 158 23529 149 554
leaf_count=3957732 34240 471 176 854 396 19736 3960 8711 603 37 1031 4883 1723 745 36 1177 109 25 20 31 26 21 1875 2101 4267 4428 158 23529 149 554
internal_value=0 1459.85 5878.17 21713.7 35859.5 -613.767 2008.73 9468.78 8065.36 17896.2 16342.3 19983.3 -2057.11 -4108.96 156619 41858.7 67464.7 120362 92622 136261 178414 -84063.9 -3436.92 -5567.45 -14314.5 5353.6 11710.1 -132.07 753.238 -6437.51
internal_weight=0 116072 37075 2835 1981 78997 45133 15921 15450 6590 6517 5914 29212 33864 73 1805 628 232 207 166 135 41 33119 26658 6922 6461 4586 25252 8860 4821
internal_count=4073804 116072 37075 2835 1981 78997 45133 15921 15450 6590 6517 5914 29212 33864 73 1805 628 232 207 166 135 41 33119 26658 6922 6461 4586 25252 8860 4821
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 1 6 0 4 4 0 1 1 4 1 1 6 1 4 0 1 2 6 1 1 7 4 0 0 1
split_gain=2.55114e+13 6.10309e+14 3.67379e+14 4.31207e+14 4.45837e+14 6.44359e+14 3.40684e+14 3.29097e+14 3.90597e+14 3.83894e+14 3.25889e+14 3.02335e+14 2.63552e+14 2.28495e+14 4.05303e+14 2.50697e+14 3.80484e+14 2.63847e+14 2.54917e+14 2.19552e+14 3.31675e+14 2.65905e+14 2.18415e+14 2.17566e+14 2.23142e+14 2.16154e+14 2.82697e+14 2.12401e+14 3.12779e+14 2.42336e+14
threshold=56.128722100000005 56.067362750000008 56.324067350000007 5.5000000000000009 21.500000000000004 43.997056950000008 87.395000000000024 56.760749800000006 5.5000000000000009 25.500000000000004 61.78914120000001 43.56803845000001 47.256487700000001 9.5000000000000018 39.777866350000004 65.574968200000015 78.010000000000005 65.534455000000023 7.5000000000000009 56.288960650000007 37.543519500000009 3930.5000000000005 168.45000000000002 47.386825600000002 92.865667950000017 6.0000000000000009 24.500000000000004 60.002985000000002 59.963561900000009 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 25 23 9 10 -4 27 -2 -13 14 -10 17 -17 -16 -19 -5 -21 22 -22 -3 -25 26 -6 28 -9 -30
right_child=2 6 7 4 5 -7 -8 8 13 -11 -12 12 -14 -15 15 16 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=27.49143980915099 -14486.424662977412 -4062.4203935356472 -6083.7873815418234 10522.828518568571 13948.240635514085 -45526.869758052519 -60824.715122201684 4362.3364803983422 -9609.9850293185991 182563.16629955152 -9003.2455627230465 10256.594246556437 -11610.87143862781 295.44155834322038 565.9621094016137 -5084.8126870384394 -48920.165696231081 85457.367700688075 14700.109965459269 -35818.764844071993 31124.25449744839 -20266.691132995489 223937.02458454715 -26403.074042784268 -3723.0594769177137 -2488.5253911588652 123135.17383723648 13264.559844421965 -86941.587271182638 -13493.130853215309
leaf_weight=2958794 12355 25317 91523 33111 548 3019 1366 198229 73502 108 18410 20268 7570 459090 76251 15938 2261 545 7743 853 13884 1049 59 12073 6771 1189 418 26391 497 4672
leaf_count=2958794 12355 25317 91523 33111 548 3019 1366 198229 73502 108 18410 20268 7570 459090 76251 15938 2261 545 7743 853 13884 1049 59 12073 6771 1189 418 26391 497 4672
internal_value=0 -149.307 419.424 6378.78 12205 -15711.3 -11639.4 -156.999 434.61 -5861.44 3798.59 -1467.75 4310.16 -879.569 -3940.37 115.85 -10530.8 2407.79 19352.9 15155.4 24836.1 28287.2 31940.1 -10118 -18253.7 26058.1 61194.8 4824.24 3729.1 -20555.2
internal_weight=0 3.00432e+06 1.06948e+06 94323 54130 5174 45527 975160 883529 91631 248199 40193 27838 635330 176240 102738 18199 84539 8288 48956 15845 14992 13943 44161 18844 2155 966 229789 203398 5169
internal_count=4073804 3004321 1069483 94323 54130 5174 45527 975160 883529 91631 248199 40193 27838 635330 176240 102738 18199 84539 8288 48956 15845 14992 13943 44161 18844 2155 966 229789 203398 5169
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 1 0 6 6 0 1 4 0 1 4 4 7 1 0 4 6 0 0 6 1 1 1
split_gain=2.92792e+13 2.90338e+14 1.09612e+15 2.93027e+14 1.32162e+15 5.88472e+14 4.52722e+14 4.42661e+14 4.423e+14 5.32876e+14 4.36552e+14 3.83543e+14 3.58411e+14 1.08829e+15 4.40509e+14 3.00321e+14 4.22781e+14 3.45001e+14 5.82706e+14 7.86079e+14 4.55061e+14 3.12098e+14 2.86666e+14 2.78638e+14 2.48992e+14 8.11177e+14 2.48728e+14 2.38452e+14 2.36598e+14 2.31936e+14
threshold=37.682335600000009 37.740454950000007 55.93962770000001 55.728148450000006 55.667390500000003 55.676890650000011 55.696737300000009 55.539595350000006 37.71815560000001 55.633951400000008 68.515000000000015 39.355000000000011 55.60524465000001 37.729575300000008 15.500000000000002 55.812023600000011 37.71815560000001 10.500000000000002 22.500000000000004 6.0000000000000009 37.702956500000006 55.79439725000001 7.5000000000000009 71.030000000000015 55.753967500000009 55.768246800000007 53.310000000000009 37.702956500000006 37.729575300000008 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -2 9 27 -6 -8 13 26 -15 17 -17 -5 19 23 24 -22 -4 -19 -21 -26 -10 -9 -18 -3
right_child=1 29 22 15 5 6 11 8 12 -11 -12 -13 -14 14 -16 16 28 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=510.97523399576062 -19723.960118650761 12585.889354158729 -15823.996297660884 -10826.83617394897 -76226.80696824746 8338.2260943313195 2491.2196588818169 -24775.404677988496 674.1324022102865 -77731.542473861729 -210630.471830036 -81237.655688159677 5946.2909598975066 40778.661512241248 241260.82202404013 -15138.539038783723 33382.2552115289 6747.1770325327234 4887.7468341467202 250997.21953155712 32206.283959319764 199926.48926259289 -85228.93293863273 111405.78106429038 -131121.21922710372 275487.12083007814 52694.031267047874 18169.126645723212 -4366.7306382663046 -63.973332490565639
leaf_weight=879340 7544 14562 822 3284 1849 1829 777 2086 1875 994 278 1849 5146 157 363 12740 3590 1673 4501 318 495 143 2156 300 83 120 1803 3401 3089 3116637
leaf_count=879340 7544 14562 822 3284 1849 1829 777 2086 1875 994 278 1849 5146 157 363 12740 3590 1673 4501 318 495 143 2156 300 83 120 1803 3401 3089 3116637
internal_value=0 -140.656 -6847.63 -3922.14 -10938.6 -50519.7 -29859.1 209.674 9712.32 -10361.6 -93793.4 -56463.3 23635.6 45319.5 180731 3005.23 -4454.99 16275.4 27935.8 61058.1 126423 69798.7 -66071.5 22660.8 195763 109238 26174.9 1842.85 15923.6 -5.1437
internal_weight=0 3.19446e+06 63265 60287 29951 6582 4455 23369 15825 6481 2127 2626 9344 4198 520 30336 19419 10917 7633 3132 1159 638 2978 1973 521 203 3678 5487 6679 3.1312e+06
internal_count=4073804 3194464 63265 60287 29951 6582 4455 23369 15825 6481 2127 2626 9344 4198 520 30336 19419 10917 7633 3132 1159 638 2978 1973 521 203 3678 5487 6679 3131199
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=1 3 1 0 1 0 1 1 6 7 3 7 0 0 0 4 6 4 4 3 1 1 6 0 0 0 7 4 6 6
split_gain=2.65425e+13 1.40187e+14 1.5976e+14 2.04443e+14 1.35891e+14 3.02859e+14 1.76016e+14 1.93258e+14 2.27352e+14 1.95448e+14 1.76279e+14 1.68787e+14 2.28976e+14 1.61215e+14 1.60808e+14 1.52415e+14 1.58577e+14 1.26666e+14 1.46098e+14 1.18919e+14 1.18106e+14 4.94824e+14 3.63848e+14 2.18699e+14 2.17811e+14 1.49921e+15 5.43427e+14 5.05702e+14 7.75857e+14 3.11834e+14
threshold=83.015546400000019 1.5000000000000002 83.025426800000005 55.039488700000007 83.011163250000024 55.029726000000004 83.00362155000002 83.000013850000016 87.395000000000024 6.0000000000000009 1.5000000000000002 6.0000000000000009 55.030407050000001 55.030407050000001 55.014086100000007 12.500000000000002 118.04500000000002 6.5000000000000009 3.5000000000000004 9.5000000000000018 82.965501500000016 82.966990000000024 112.00500000000001 54.94428030000001 54.988402950000008 54.992080650000005 6.0000000000000009 4.5000000000000009 42.875000000000007 108.05000000000001
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=4 -2 3 -3 6 15 7 20 9 13 -11 12 -7 19 -12 16 17 18 -6 -9 -1 22 23 -22 27 -26 29 28 -23 -27
right_child=1 2 -4 -5 5 11 -8 8 -10 10 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-54.425194265482041 -4153.7758700725244 18269.3197902582 1334.9048624082138 -29153.330492166082 62604.136961996337 -30621.91141541881 7890.1621774819669 -10013.828120304332 -78309.674602349376 9226.7658752928965 4731.7051025944693 -4431.3389204929454 13983.134110619867 25080.240745401148 -8108.3314627345171 -9913.3196287789833 -200145.81487068965 47234.225338128279 -25918.327780047566 -31107.703403751926 31913.592301078148 -22477.992006135537 145087.28891921398 7423.5086312065168 98630.57980297711 -2810.1609142392808 16356.913150862096 -4813.839633542224 82628.840569076303 -97573.886448939738
leaf_weight=3450934 45645 9708 230308 1003 273 5367 28139 27187 417 13364 14541 57481 1465 1214 29627 1151 29 2256 588 2964 6450 1220 229 8389 1667 44165 19803 66215 1655 350
leaf_count=3450934 45645 9708 230308 1003 273 5367 28139 27187 417 13364 14541 57481 1465 1214 29627 1151 29 2256 588 2964 6450 1220 229 8389 1667 44165 19803 66215 1655 350
internal_value=0 927.769 1890.13 13828.6 -70.2266 -4480.15 11.1403 -48.9368 -4643.98 -4298.42 -836.323 -6197.51 -21057.2 -10648.9 -3881.13 21223.4 32615.1 34780.7 2149.77 -12087.5 65.0296 2810.62 19998.9 18068.5 893.213 5002.22 2575.55 -3031.13 38027 -3555.24
internal_weight=0 286664 241019 10711 3.78714e+06 68610 3.71853e+06 3.69039e+06 89314 88897 57532 64313 6832 31365 44168 4297 3146 3117 861 30151 3.60108e+06 150143 15068 14839 135075 65985 64318 69090 2875 44515
internal_count=4073804 286664 241019 10711 3787140 68610 3718530 3690391 89314 88897 57532 64313 6832 31365 44168 4297 3146 3117 861 30151 3601077 150143 15068 14839 135075 65985 64318 69090 2875 44515
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=6 5 2 1 1 3 0 0 4 1 4 0 0 2 0 0 1 0 1 1 3 0 0 3 0 4 3 4 0 5
split_gain=2.75766e+13 1.29157e+14 1.3275e+14 2.04326e+14 1.53668e+14 3.4973e+14 1.79918e+14 1.26324e+14 1.25373e+14 1.63407e+14 1.89568e+14 1.42762e+14 1.3036e+14 1.31948e+14 3.4511e+14 2.11441e+14 1.42952e+14 1.30765e+14 2.8543e+14 1.22271e+14 1.11076e+14 1.01097e+14 2.35828e+14 1.44197e+14 9.81117e+13 1.38957e+14 1.00963e+14 9.92461e+13 1.79266e+14 9.83313e+13
threshold=112.00500000000001 3.5000000000000004 2632.5000000000005 39.908802000000009 39.843340650000009 2.5000000000000004 56.020150250000007 55.972700350000004 4.5000000000000009 30.242318500000007 5.5000000000000009 59.898927250000007 59.699368850000006 9651.0000000000018 55.080855950000007 55.055052800000006 83.011163250000024 44.895258050000002 37.563506350000004 30.226173900000003 1.5000000000000002 60.002985000000002 60.01610465000001 6.5000000000000009 54.724612400000005 9.5000000000000018 5.5000000000000009 8.5000000000000018 59.848366150000011 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 4 6 -6 7 -3 11 10 -10 12 13 17 15 16 -15 18 -2 24 -9 -4 23 -23 25 29 -26 -28 -29 -12
right_child=1 2 21 -5 5 -7 -8 20 9 -11 19 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=34.017416042012933 267302.62972560979 26725.964561334247 -936.47979729580391 -33408.805310638934 287341.09075168922 28674.165396769666 -54084.351128233749 343715.1401041667 85597.126800477854 -5876.6722187975911 -23391.784788602941 -90020.341292210636 112071.31711979167 87603.61835439899 -205231.02206632655 343343.02477678575 -117111.84649390244 -40849.561298145352 -6363.5050691897241 90908.51047165331 87182.112228890357 234845.26253429597 12364.627185671734 20355.99740625 -83904.077303304395 -42280.825826322114 89605.400016801083 -171155.21919309703 20749.081291695926 118310.06450892857
leaf_weight=4005334 41 2679 28176 610 74 178 273 21 412 30520 68 304 75 203 49 28 41 2031 541 148 86 84 876 50 233 156 93 67 178 175
leaf_count=4005334 41 2679 28176 610 74 178 273 21 412 30520 68 304 75 203 49 28 41 2031 541 148 86 84 876 50 233 156 93 67 178 175
internal_value=0 -1989.94 2498.79 19774.9 29573.2 104632 23389.8 30981.5 -6192.3 -4277.95 27613 -24711.8 -18113.7 -21441.5 39063 83071.9 53204.7 -28874.4 12915.4 6244.95 137530 177.824 31263.6 154812 -6672.78 31373 -33258.2 1654.55 -31730.9 78656.9
internal_weight=0 68470 33107 3921 3311 252 3059 2786 35363 32050 1530 3313 3009 2934 321 272 244 2613 582 1118 107 29186 1010 134 970 399 571 338 245 243
internal_count=4073804 68470 33107 3921 3311 252 3059 2786 35363 32050 1530 3313 3009 2934 321 272 244 2613 582 1118 107 29186 1010 134 970 399 571 338 245 243
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=4 1 1 0 1 0 0 0 0 0 0 6 0 1 1 5 0 6 3 4 4 6 2 5 1 6 0 0 6 2
split_gain=2.61392e+13 1.91198e+14 3.45801e+14 3.17031e+14 2.68399e+14 6.75892e+14 2.49695e+14 2.41586e+14 2.57118e+14 2.00176e+14 1.87037e+14 3.21661e+14 2.41526e+14 1.6981e+14 3.57426e+14 1.69659e+14 2.42946e+14 1.96337e+14 1.65608e+14 1.56437e+14 1.9002e+14 1.6036e+14 1.54181e+14 1.48915e+14 2.82576e+14 1.85707e+14 3.16839e+14 2.36821e+14 2.0449e+14 1.8871e+14
threshold=18.500000000000004 38.965413050000002 38.430814800000007 45.125532050000011 38.066230450000006 56.288960650000007 45.063245050000006 45.059854000000009 45.047736150000013 44.601833250000006 44.046956350000009 114.05000000000001 45.040161900000008 40.024897700000004 39.908802000000009 2.5000000000000004 45.00849250000001 189.00000000000003 4.5000000000000009 23.500000000000004 26.500000000000004 43.010000000000012 915.50000000000011 3.5000000000000004 39.008519500000006 64.015000000000015 54.707511300000007 45.047736150000013 77.565000000000012 5444.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 7 8 15 -2 11 13 -12 14 -3 -4 -17 18 -18 -7 21 -21 -14 25 -25 27 -27 -24 -28 -30
right_child=1 10 3 -5 5 19 -8 -9 -10 -11 12 -13 22 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 26 28 -29 29 -31
leaf_value=101.21305126868003 216560.18754542043 25204.366558030291 9039.6517346911187 170546.38485258899 -40692.570893489232 187480.2332567402 -8944.5718235405311 54627.611522233987 -69930.031616489621 783.21673595683205 -13875.623040756773 -99399.095801259973 165376.36653409092 -74136.062364144876 155486.32420639702 -115663.81446397571 -14730.10573159076 -146506.13111373546 87870.338230978305 184740.44511718751 170694.05114746094 -142225.27778645835 41051.095612872494 134781.73193511172 10900.962041449779 -16815.416609016374 -8925.2658089850065 -968.28468977347097 16368.460818978681 -2244.8629457226157
leaf_weight=3512946 43 2494 3324 137 3170 153 2635 2201 334 282531 18540 204 55 147 230 81 188 43 964 20 64 60 1352 193 4007 21616 22931 169238 8396 15507
leaf_count=3512946 43 2494 3324 137 3170 153 2635 2201 334 282531 18540 204 55 147 230 81 188 43 964 20 64 60 1352 193 4007 21616 22931 169238 8396 15507
internal_value=0 -633.95 1112.9 19480.3 476.749 -27177.8 17362 27077.2 14787.3 816.052 -2585.47 21933.7 -2873.43 30555 36204.7 20938.5 51935.1 63295.4 71126.5 117071 42261.9 -60483.8 -2035.02 -2072.87 16593.6 -2400.85 -6801.01 -635.263 -2178.9 4293.12
internal_weight=0 560858 295948 9907 286041 3467 9770 7135 4934 282574 264910 3075 261835 2871 2724 4600 1276 1195 1152 297 144 80 243295 243240 4200 239040 68450 170590 46834 23903
internal_count=4073804 560858 295948 9907 286041 3467 9770 7135 4934 282574 264910 3075 261835 2871 2724 4600 1276 1195 1152 297 144 80 243295 243240 4200 239040 68450 170590 46834 23903
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 6 6 3 5 4 6 4 4 0 0 4 0 4 6 6 0 4 0 6 6 4 1 0 1 0
split_gain=2.59871e+13 2.11306e+14 5.06184e+14 2.97885e+14 5.9784e+14 2.74244e+14 2.70976e+14 3.13922e+14 2.72322e+14 2.4719e+14 2.40324e+14 2.26646e+14 3.43173e+14 2.20657e+14 2.0864e+14 6.43446e+14 5.38163e+14 4.48509e+14 3.63586e+14 3.47452e+14 2.83509e+14 2.55596e+14 4.6861e+14 2.83852e+14 4.0299e+14 2.45796e+14 2.10316e+14 2.0305e+14 1.96687e+14 6.11837e+14
threshold=30.242318500000007 30.226173900000003 17.500000000000004 60.028671700000011 60.01610465000001 65.805000000000021 44.820000000000007 11.500000000000002 1.5000000000000002 15.500000000000002 57.410000000000004 11.500000000000002 12.500000000000002 60.064438250000002 59.939085000000013 12.500000000000002 59.864072000000007 5.5000000000000009 98.020000000000024 44.605000000000011 59.963561900000009 14.500000000000002 59.990753350000013 91.02500000000002 79.015000000000015 22.500000000000004 30.157841000000001 59.905532300000012 30.157841000000001 59.848366150000011
decision_type=2 2 2 2 2 2 2 2 2 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 4 14 -4 -5 8 -8 10 -9 -3 27 -14 16 18 28 -18 20 -19 -16 22 -17 24 -23 -21 -25 -13 -1 -30
right_child=-2 2 5 6 -6 -7 7 9 -10 -11 -12 12 13 -15 15 21 17 19 -20 25 -22 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=2120.781689580032 43.406897908980703 -19160.857190767332 -27434.524811245596 -1422.7109814307314 -72844.203453323469 -88247.463569509171 83304.776694077067 56955.487359374994 9349.9643233163806 55455.69769982541 361207.2803819445 -54573.895429590339 -3043.6856695372926 -167006.12761114212 -87158.980560278127 122217.66319076417 15893.511444596737 -13111.064079232101 85264.794234140354 -76153.848197468338 -17164.17030577012 20162.390011066665 -17238.662044402092 -160296.86532082479 122370.50122756034 7034.9790296409992 -15142.119677645434 50378.514024701566 10179.966838533674 -36100.113691721337
leaf_weight=56750 3956930 3599 4169 6509 1176 902 547 50 5548 1485 54 201 3588 84 745 684 1656 2177 283 2699 2592 5850 372 122 413 409 549 2224 5893 5544
leaf_count=56750 3956930 3599 4169 6509 1176 902 547 50 5548 1485 54 201 3588 84 745 684 1656 2177 283 2699 2592 5850 372 122 413 409 549 2224 5893 5544
internal_value=0 -1469.6 -12650.5 147.418 -2022.81 -38251.6 13590.2 26307.4 15987.1 65893.4 214932 738.787 12485.4 -6794.46 -1062.61 11413.5 -2990.62 -29518.1 -23561.6 -43747.3 -32790.8 27259.6 73091 20279.7 26902.3 -65206.5 -41533.9 41679.4 -290.292 -12254
internal_weight=0 116874 14767 102107 87914 5071 14193 7684 6095 1589 104 9696 6097 3672 86738 11610 75128 6941 3620 5285 3337 7990 1056 6934 6263 3108 671 2425 68187 11437
internal_count=4073804 116874 14767 102107 87914 5071 14193 7684 6095 1589 104 9696 6097 3672 86738 11610 75128 6941 3620 5285 3337 7990 1056 6934 6263 3108 671 2425 68187 11437
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=1 1 1 6 7 6 4 4 0 5 4 1 0 0 0 2 1 6 6 6 0 6 1 0 0 1 0 1 1 4
split_gain=2.64358e+13 3.6287e+14 6.67368e+14 6.35904e+14 3.26447e+14 3.69791e+14 3.23048e+14 3.19016e+14 5.13508e+14 3.94307e+14 3.07862e+14 2.93894e+14 2.85806e+14 2.67956e+14 3.34462e+14 1.04782e+15 5.14472e+14 5.20341e+14 2.86872e+14 2.57075e+14 2.14071e+14 2.19292e+14 2.11022e+14 1.99679e+14 1.89391e+14 8.51161e+14 5.48817e+14 8.95346e+14 3.75154e+14 4.04883e+14
threshold=50.298521650000005 49.030112300000006 48.411058050000008 61.425000000000004 6.0000000000000009 106.49500000000002 24.500000000000004 17.500000000000004 55.82518790000001 1.5000000000000002 19.500000000000004 53.187400150000009 55.858844800000007 53.175387700000009 53.310923100000004 3062.5000000000005 50.136929700000003 50.010000000000012 128.05000000000004 118.04500000000002 55.812023600000011 81.705000000000013 50.136929700000003 55.728148450000006 54.431501800000014 83.658467900000019 54.932051950000009 56.02161850000001 83.117716000000016 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 12 13 7 -7 -6 9 -9 -10 19 -4 22 16 -16 17 -15 -19 -2 -5 -22 -3 -21 25 -13 27 -26 29 -29
right_child=11 4 3 20 5 6 -8 8 10 -11 -12 24 -14 14 15 -17 -18 18 -20 23 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=12.934099972334444 -5719.297176996808 -20095.207495812949 -22003.654506155613 2308.2892864430637 4879.2979801149559 80966.121961700846 -103664.00107878214 403.07131694891495 -3211.7465237087672 -25785.404344751551 105938.61212054538 -15606.095403951993 9165.9688120899282 10936.208501339801 9105.8188329774457 -26149.208114340276 12141.650893205384 70697.305998807497 200609.96237368378 -126713.72091533046 -56653.020583176687 -127016.85301958765 24845.822949842921 -17571.977097201412 21387.233328807328 998.61397803950933 -142.83893892857233 22155.386762855975 -28669.931107655982 -1534.8442938107155
leaf_weight=2290875 78790 5667 7929 469 22888 829 107 10045 468 13444 577 41421 4677 1929 82337 9392 23086 2230 184 310 2209 554 1281 365 31939 121203 1264937 8766 4142 40754
leaf_count=2290875 78790 5667 7929 469 22888 829 107 10045 468 13444 577 41421 4677 1929 82337 9392 23086 2230 184 310 2209 554 1281 365 31939 121203 1264937 8766 4142 40754
internal_value=0 204.091 -128.494 -20585.2 4601.44 -2383.9 59859.9 -3612.44 -11534.5 -14586 57056 -317.957 -10439.3 7280.11 8393.21 5496.11 18081.8 49657.6 80599.5 -6245.75 -60158.2 -70761.4 -11809.4 -67696.3 -6.65379 -3230.67 381.564 8130.74 240.621 2658.79
internal_weight=0 2.48118e+06 2.30671e+06 15838 174464 48358 936 47422 24534 23489 1045 1.59263e+06 12606 126106 119158 91729 27429 4343 2414 79465 3232 2763 6948 675 1.51316e+06 162624 1.35054e+06 85601 53662 49520
internal_count=4073804 2481177 2306713 15838 174464 48358 936 47422 24534 23489 1045 1592627 12606 126106 119158 91729 27429 4343 2414 79465 3232 2763 6948 675 1513162 162624 1350538 85601 53662 49520
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=6 5 1 1 1 1 7 6 0 1 0 6 7 3 4 0 1 0 3 2 4 2 0 6 1 1 2 4 0 3
split_gain=2.77358e+13 1.05491e+14 1.10796e+14 3.34882e+14 3.26856e+14 1.82904e+14 1.68791e+14 1.89249e+14 2.13015e+14 1.62507e+14 1.76903e+14 1.5948e+14 1.54699e+14 2.36331e+14 2.00179e+14 1.60582e+14 1.73452e+14 1.87988e+14 2.43527e+14 1.9245e+14 1.52872e+14 1.71828e+14 1.85464e+14 2.16579e+14 1.62469e+14 1.50596e+14 1.49891e+14 1.4459e+14 1.43202e+14 1.83301e+14
threshold=112.00500000000001 3.5000000000000004 49.195555600000006 49.692247900000005 50.136929700000003 55.90712030000001 6.0000000000000009 138.05000000000004 55.061158000000006 50.213874250000011 55.721784200000009 149.05000000000004 6.0000000000000009 12.500000000000002 12.500000000000002 59.982409200000006 30.389265100000003 51.307150200000002 4.5000000000000009 2970.5000000000005 5.5000000000000009 9651.0000000000018 55.071632200000003 116.05000000000001 55.957851400000003 53.67029225000001 2632.5000000000005 4.5000000000000009 55.080855950000007 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 12 -4 -5 9 20 -8 -9 -6 11 -11 13 14 15 16 -3 -18 -19 -20 21 -7 23 -23 -22 -12 -15 -14 -24 -30
right_child=1 2 3 4 5 6 7 8 -10 10 25 -13 27 26 -16 -17 17 18 19 -21 24 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=34.115430030984761 -5793.5691832630955 -13878.142698801004 -103148.97655725281 147363.70075161639 52146.033550209002 -13429.64535423163 -1637.7719118552814 -8178.2820507002079 107207.71801850136 -69169.498766061413 -9162.4914534637046 -211329.17043215095 -69855.113103163661 33637.921225719292 44579.452646080048 67851.975513369165 988.59011455421205 51980.438619659253 18570.038177097624 -68440.453565988602 129561.92049957644 134890.09798251916 -233195.91232421875 31580.673089064217 -10952.276795493857 -210190.31773925782 -39367.990344943071 -4866.0168462454521 -141251.27248263892 199895.82293526788
leaf_weight=4005334 35363 2679 335 145 157 922 834 241 476 273 545 111 394 357 2059 471 4291 2317 1267 318 83 261 40 912 9579 40 1325 2611 36 28
leaf_count=4005334 35363 2679 335 145 157 922 834 241 476 273 545 111 394 357 2059 471 4291 2317 1267 318 83 261 40 912 9579 40 1325 2611 36 28
internal_value=0 -1995.67 2061.02 -4287.95 -2032.39 -3522.45 -272.462 30750.5 68423.9 -42233.6 -57525.3 -110263 7332.12 11459.8 15894.1 10687.1 8210.57 15433.3 31318 1113.04 -4329.17 19467.9 43220.1 54567.7 -9745.21 -22908 -23872.7 -13387 -84767.3 8000.58
internal_weight=0 68470 33107 15018 14683 14538 13412 1551 717 1126 969 384 18089 15084 13402 11343 10872 8193 3902 1585 11861 2199 1277 1173 9662 585 1682 3005 104 64
internal_count=4073804 68470 33107 15018 14683 14538 13412 1551 717 1126 969 384 18089 15084 13402 11343 10872 8193 3902 1585 11861 2199 1277 1173 9662 585 1682 3005 104 64
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=6 7 4 0 5 0 0 1 6 0 0 1 6 4 2 4 1 1 0 1 1 0 1 0 3 6 5 0 1 4
split_gain=2.78407e+13 3.9422e+13 7.07113e+13 6.28527e+13 5.59897e+13 5.14279e+13 4.14348e+13 4.58592e+13 3.61151e+13 8.9166e+13 5.74385e+14 2.4451e+14 2.43429e+14 1.70892e+14 2.12036e+14 2.77434e+14 2.95661e+14 3.3457e+14 4.3141e+14 3.40126e+14 2.82972e+14 2.50255e+14 2.25802e+14 2.69551e+14 1.84189e+14 1.6152e+14 1.31823e+14 1.53225e+14 1.40843e+14 1.31646e+14
threshold=247.90000000000001 6.0000000000000009 12.500000000000002 55.303261650000003 5.5000000000000009 55.539595350000006 53.506098950000009 38.97264950000001 112.00500000000001 53.888505650000006 53.356310450000002 83.754481100000007 149.05000000000004 6.5000000000000009 7029.0000000000009 10.500000000000002 38.948208550000011 38.989878900000008 45.067157700000003 39.044653900000007 39.803839700000005 45.07004340000001 38.977585500000011 45.022979600000006 2.5000000000000004 128.05000000000004 3.5000000000000004 53.175387700000009 37.442254400000003 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 -2 6 7 -6 -1 10 13 12 -12 26 15 16 -15 18 22 21 -21 -19 23 -18 -25 -22 28 -28 29 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 19 -20 20 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=30.703884461952011 9785.4493303845338 40825.466565999821 -82622.290215625006 -80252.565321751652 -52108.281875000001 152163.54938401442 -87824.426019021746 107607.68179931641 175726.18968211208 212.46086646198262 -92727.66838831018 -22852.51002867354 -259811.06937040441 -28596.87917727479 -39492.88218001683 -4892.2274727654503 417278.4520833334 -24884.20759247449 -90027.580349392374 91560.145355127737 -9462.0910991689361 -246958.2578125 350873.81170634925 252396.71573863635 38074.048690878379 50348.775683050582 -10830.474666151305 88510.353139291168 -41873.500149224943 -15467.272960526316
leaf_weight=4005334 2674 173 125 57 25 52 23 64 58 44191 243 235 136 787 1198 9551 30 245 72 756 958 64 63 55 148 854 2915 164 2459 95
leaf_count=4005334 2674 173 125 57 25 52 23 64 58 44191 243 235 136 787 1198 9551 30 245 72 756 958 64 63 55 148 854 2915 164 2459 95
internal_value=0 9334.06 -22082.8 10819.2 13263.9 69980 31823.4 62743.6 -7.32166 -2340.53 -7690.97 -102993 -152684 -4832.67 836.547 4393.54 26389.7 39725.4 129506 28241.5 40168.5 -70880.1 182906 137490 96141.8 18726.9 -19557.1 -5539.18 -36081.2 57011.3
internal_weight=0 3193 355 230 2838 164 112 89 4.07061e+06 65277 21086 614 379 20472 14781 13583 4032 3245 368 2877 2568 309 296 233 203 1812 5691 3079 2612 153
internal_count=4073804 3193 355 230 2838 164 112 89 4070611 65277 21086 614 379 20472 14781 13583 4032 3245 368 2877 2568 309 296 233 203 1812 5691 3079 2612 153
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=6 6 1 6 5 0 1 0 0 0 6 1 2 4 4 4 7 0 6 0 2 6 6 4 0 2 4 2 0 0
split_gain=2.79329e+13 1.56373e+14 2.68975e+14 1.27791e+14 9.06767e+13 2.29728e+14 2.5998e+14 2.94187e+14 2.92746e+14 2.93e+14 2.30824e+14 2.30288e+14 2.79758e+14 2.13608e+14 2.18196e+14 3.0443e+14 2.94543e+14 2.11317e+14 2.09341e+14 1.88192e+14 2.98614e+14 2.20776e+14 2.07162e+14 8.37734e+14 2.6446e+14 6.24984e+14 6.21795e+14 3.51539e+14 2.76912e+14 2.63618e+14
threshold=56.805000000000007 59.245000000000012 30.410676000000006 57.715000000000011 1.5000000000000002 43.6005307 39.044653900000007 55.775215600000003 55.840017500000009 56.385857200000011 40.905000000000008 37.586700500000006 75.000000000000014 2.5000000000000004 9.5000000000000018 10.500000000000002 6.0000000000000009 55.193450100000007 49.010000000000012 55.649510000000014 36.000000000000007 47.005000000000003 45.005000000000003 10.500000000000002 55.801384500000005 75.000000000000014 22.500000000000004 2421.5000000000005 55.783232450000007 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 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 19 -6 7 -7 10 -10 -9 12 -12 -8 16 -16 -15 18 -17 20 21 -1 -21 -24 25 26 28 -26 -25 -28
right_child=1 -3 -4 -5 5 6 13 8 9 -11 11 -13 -14 14 15 17 -18 -19 -20 22 -22 -23 23 24 27 -27 29 -29 -30 -31
leaf_value=-8434.288087444058 -22972.785341903735 -80.606926103978594 3673.9312418678392 -3083.9227470603241 10101.711853633196 3851.5253322013923 4544.9479806129084 19088.243414955497 6330.9468636445026 -3508.7502155879988 -41604.076570118734 -7820.5301353346294 1368.3813730090915 -4695.9927052880503 6649.7874672905236 9674.0305955452968 10719.963650343949 -8430.1930741671513 -3388.0219229999852 956.52290044260519 -323.93055209099873 -51960.828535882618 23599.984385201202 62684.834799242104 -23943.733995930088 -9933.5007502601584 -14311.299812858646 455.78342476595981 155788.44802840633 99981.147868261309
leaf_weight=31556 5302 1298203 209016 8269 18333 175037 40342 2107 44746 93494 5438 13526 2100 386951 49920 18661 12804 40820 35824 610387 905204 1210 20522 1853 7506 4777 1597 27682 386 231
leaf_count=31556 5302 1298203 209016 8269 18333 175037 40342 2107 44746 93494 5438 13526 2100 386951 49920 18661 12804 40820 35824 610387 905204 1210 20522 1853 7506 4777 1597 27682 386 231
internal_value=0 339.273 2788.16 -10854.2 -202.1 -982.718 -1203.18 1011.94 -2067.35 -323.803 -12469.5 -15626.2 -29632.4 -2476.44 -2996.2 323.577 -4202.23 -2990.04 1085.7 252.892 -663.399 -10041.7 1526.27 6913.46 -863.626 14594.9 43405.4 -4748.91 78735.7 131.564
internal_weight=0 1.52079e+06 222587 13571 2.55301e+06 940103 921770 336448 161411 138240 23171 21064 7538 585322 544980 145225 399755 95305 54485 1.61291e+06 937970 32766 674941 64554 44032 8844 4067 35188 2239 1828
internal_count=4073804 1520790 222587 13571 2553014 940103 921770 336448 161411 138240 23171 21064 7538 585322 544980 145225 399755 95305 54485 1612911 937970 32766 674941 64554 44032 8844 4067 35188 2239 1828
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 1 0 0 4 2 1 7 1 0 4 0 0 4 4 6 1 1 4 0 1 6 6 4 0
split_gain=2.71185e+13 1.79977e+14 1.99814e+14 2.76728e+14 2.60473e+14 3.39726e+14 5.0402e+14 3.16299e+14 3.56699e+14 3.67284e+14 2.91996e+14 4.6882e+14 2.71437e+14 2.68746e+14 4.41505e+14 2.89013e+14 2.56877e+14 2.47799e+14 4.00201e+14 2.42972e+14 2.33947e+14 5.33249e+14 4.87981e+14 2.40598e+14 2.52963e+14 3.89323e+14 3.22455e+14 2.39011e+14 2.35408e+14 2.41631e+14
threshold=3062.5000000000005 56.782540950000005 65.593879100000024 57.125462300000009 65.534455000000023 60.66055595000001 60.605526900000008 57.174562350000009 57.14107305000001 4.5000000000000009 4395.5000000000009 61.29689960000001 6.0000000000000009 60.620042600000012 56.858606850000008 23.500000000000004 56.83050475000001 56.818587550000011 14.500000000000002 19.500000000000004 46.010000000000012 30.624707450000006 30.084656550000002 11.500000000000002 56.858606850000008 56.805602900000004 66.010000000000005 98.020000000000024 4.5000000000000009 59.898927250000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 8 9 -6 -7 16 19 14 17 -15 -12 -8 -19 -10 -3 22 27 24 26 -26 -23 -22 -24 -30
right_child=1 2 3 -5 7 10 13 -9 12 -11 11 -13 -14 15 -16 -17 -18 18 -20 -21 21 23 28 -25 25 -27 -28 -29 29 -31
leaf_value=-242.27516412527973 -229.17246494588562 -1980.5343553435207 -17175.050904346168 1004.742799743387 100884.74915244919 1149.7875137347792 25632.015258510844 -8026.7160445179852 23504.081131633557 5277.4767344216471 -21764.129952067051 -34320.048910633937 61544.487184837955 13214.594210008585 7742.8744264617508 -11493.307291221332 5054.6507784423566 43312.008116050485 126481.56645924938 -60198.661846685143 1341.1881554128204 6989.3935804394732 80018.355256719733 -5641.073707992593 8506.0909249370088 -8661.8719456600793 43106.272072073683 -97677.935912798726 67895.967292270958 22507.292284916453
leaf_weight=2164887 1503852 106431 12156 26904 408 29390 3170 8347 11083 26483 5413 7556 1917 22624 6679 5987 10498 2118 796 358 5535 7655 958 30935 36433 20722 3651 255 1343 9260
leaf_count=2164887 1503852 106431 12156 26904 408 29390 3170 8347 11083 26483 5413 7556 1917 22624 6679 5987 10498 2118 796 358 5535 7655 958 30935 36433 20722 3651 255 1343 9260
internal_value=0 274.762 2145.68 -4653.05 2871.24 1827.41 3289.76 9689.09 13363.1 6728.06 -5491.71 -13809.5 26720 13427.2 25494.2 8044.34 -4069.23 44981.5 66030.9 20884.9 1410.42 4501.74 20677.5 1678.03 4985.26 2281.71 18652.5 -3019.76 32545.6 28256.3
internal_weight=0 1.90892e+06 405065 39060 366005 317409 264552 48596 40249 26891 52857 23467 13358 41374 12763 28611 15911 6084 2914 11441 223178 116747 17351 99396 68461 57155 11306 5790 11561 10603
internal_count=4073804 1908917 405065 39060 366005 317409 264552 48596 40249 26891 52857 23467 13358 41374 12763 28611 15911 6084 2914 11441 223178 116747 17351 99396 68461 57155 11306 5790 11561 10603
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=1 4 4 1 0 0 6 6 0 4 0 1 6 0 7 1 4 0 1 6 5 6 4 4 6 1 1 6 6 1
split_gain=2.66031e+13 1.23584e+14 7.62657e+13 7.17382e+13 2.86001e+14 3.52234e+14 4.26647e+14 4.14988e+14 4.07925e+14 5.59558e+14 5.68057e+14 4.8152e+14 4.43717e+14 3.12012e+14 3.01396e+14 2.28993e+14 2.0815e+14 3.05405e+14 2.66731e+14 2.03559e+14 1.99022e+14 1.89721e+14 1.79357e+14 1.76363e+14 1.67885e+14 1.80695e+14 1.64033e+14 1.85126e+14 1.72995e+14 1.59825e+14
threshold=83.658467900000019 4.5000000000000009 24.500000000000004 83.000013850000016 54.724612400000005 55.007293000000011 87.395000000000024 54.710000000000008 54.810424650000009 15.500000000000002 54.86311005000001 83.086354900000018 93.050000000000011 54.932051950000009 6.0000000000000009 83.086354900000018 9.5000000000000018 55.046782850000007 83.117716000000016 54.410000000000004 4.5000000000000009 100.05000000000001 5.5000000000000009 3.5000000000000004 74.615000000000009 83.117716000000016 83.117716000000016 70.00500000000001 59.245000000000012 83.117716000000016
decision_type=2 2 2 2 2 2 2 2 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 7 16 19 21 10 11 -10 26 15 20 -11 18 -18 -7 -6 24 -9 -23 -20 -12 -26 27 28 -13 -15
right_child=1 2 -4 4 5 6 -8 8 9 13 14 12 -14 29 -16 -17 17 -19 23 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=52.648663657619672 -5688.5656113011437 2145.9902877669238 -13242.27962394237 -20451.571776217701 -178.07598235504193 26185.06295720008 -67559.590945746968 -241.8620116723967 2462.372989684578 31891.908319814436 19042.296454822248 185289.28192506067 458471.2934244792 -18739.41026908916 83682.643571330162 186526.66277613147 -2764.8166020111216 -38323.840556680283 9033.0239751815807 -85581.769886552531 -83274.971162228481 -12753.392674278846 -125289.34200269236 -50577.661786504628 39511.883499766533 119926.86150869975 -27592.142157451926 266026.40262551227 48106.064069118271 134952.32013912479
leaf_weight=3601077 24142 194239 3275 7875 27002 5160 1016 3835 254 549 5782 206 48 3489 1010 116 186612 2447 1152 282 164 325 251 872 1887 328 52 122 166 69
leaf_count=3601077 24142 194239 3275 7875 27002 5160 1016 3835 254 549 5782 206 48 3489 1010 116 186612 2447 1152 282 164 325 251 872 1887 328 52 122 166 69
internal_value=0 1065.31 1890.84 -61.2991 -1695.64 -1088.29 -2924.83 6798.02 18293.2 26523.2 39391.9 117698 166973 -4007.66 32151.3 58865.8 -2590.2 -3225.06 14117.1 -1060.79 25773.9 -8279.31 -61792.5 -16649.1 28010.2 51419.8 141347 159130 124073 -15758.9
internal_weight=0 221656 197514 3.85215e+06 251071 243196 197259 45937 18653 14242 10019 848 594 4223 9171 665 196243 189059 7184 27284 8161 4411 576 2024 7997 2215 546 494 372 3558
internal_count=4073804 221656 197514 3852148 251071 243196 197259 45937 18653 14242 10019 848 594 4223 9171 665 196243 189059 7184 27284 8161 4411 576 2024 7997 2215 546 494 372 3558
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=6 4 5 6 1 1 0 3 3 6 0 6 0 4 2 6 4 6 0 1 2 7 0 6 5 3 1 5 2 1
split_gain=2.49244e+13 5.91537e+13 8.86543e+13 7.59089e+13 3.94722e+13 6.79819e+13 3.81433e+13 3.79498e+13 3.77439e+13 3.76217e+13 3.52488e+13 3.36305e+13 3.56285e+13 3.45041e+13 4.05103e+13 3.07369e+13 1.30457e+14 1.29926e+14 1.28102e+14 1.43704e+14 1.61348e+14 1.1971e+14 1.36141e+14 1.06816e+14 1.30428e+14 1.04079e+14 2.03708e+14 9.76662e+13 9.03758e+13 1.43601e+14
threshold=19.050000000000004 9.5000000000000018 3.5000000000000004 15.450000000000001 63.728898350000001 83.689608100000015 55.660117850000006 7.5000000000000009 4.5000000000000009 15.450000000000001 55.702806750000008 15.450000000000001 45.067157700000003 5.5000000000000009 75.000000000000014 34.010000000000012 4.5000000000000009 35.57500000000001 55.039488700000007 43.80299105000001 2865.5000000000005 6.0000000000000009 44.046956350000009 32.005000000000003 1.5000000000000002 8.5000000000000018 39.939672500000007 1.5000000000000002 2970.5000000000005 49.300375350000003
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -3 -4 -8 -6 -10 -1 -13 -14 -15 16 -2 -17 21 20 -20 27 25 24 -21 -23 -27 -18 29 -25
right_child=15 2 7 -5 5 -7 8 -9 10 -11 -12 12 13 14 -16 17 18 -19 19 23 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=3559.8584678231136 -3435.642363799403 9103.5316989859057 58615.711355377913 -9021.74540031574 -30249.173165527889 3445.3593000469309 6341.4609475272046 206641.55641163792 154604.83474264707 -11367.297605144004 48576.819798483273 -25807.931233381118 -458.29877938707898 -99566.54772761419 -16785.379401074071 -3482.098756115819 1081.7350848576561 19.458797199119367 1495.7470888133114 3622.3843848722095 -10621.110460938942 15217.828092462245 -5886.345130324632 24489.929310774736 -24581.54902114411 53878.270135923871 340387.99160829745 -18168.625531963942 6242.7357193221314 1866.3591455402777
leaf_weight=5210 65926 1059 43 1679 1786 1930 224 29 34 2579 403 902 3971 65 653 109363 152077 3413348 113745 93224 12165 852 45074 7857 1669 172 29 2682 30690 4364
leaf_count=5210 65926 1059 43 1679 1786 1930 224 29 34 2579 403 902 3971 65 653 109363 152077 3413348 113745 93224 12165 852 45074 7857 1669 172 29 2682 30690 4364
internal_value=0 -3472.38 8429.77 6103.75 -5888.88 -12183 20868.7 118237 39717.9 -19093.1 56826.1 -2220.58 -7607.11 -4105.9 -24279.5 17.6196 727.221 -89.2475 1317.92 2767.19 325.057 -584.602 -5055.98 4998.54 3126.33 30488 95215.5 748.123 9138.72 16411.3
internal_weight=0 20567 3471 3399 17096 6295 1720 72 661 4365 437 10801 5591 4689 718 4.05324e+06 530526 3.52271e+06 464600 263714 125910 200886 46127 137804 94893 1053 201 154759 42911 12221
internal_count=4073804 20567 3471 3399 17096 6295 1720 72 661 4365 437 10801 5591 4689 718 4053237 530526 3522711 464600 263714 125910 200886 46127 137804 94893 1053 201 154759 42911 12221
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 1 1 6 4 6 3 3 6 4 4 1 1 4 6 0 6 1 1 1 6 4 6 0 7
split_gain=2.51318e+13 4.21254e+14 3.44565e+14 3.58539e+14 3.10831e+14 3.21606e+14 2.46282e+14 2.05257e+14 2.20628e+14 1.87514e+14 2.06508e+14 1.62503e+14 1.63207e+14 2.53229e+14 3.40357e+14 1.5753e+14 1.54072e+14 1.53492e+14 2.63089e+14 1.60302e+14 1.39404e+14 1.799e+14 2.07414e+14 1.55055e+14 3.61373e+14 3.25686e+14 1.66751e+14 1.56989e+14 1.54178e+14 3.94207e+14
threshold=47.245981600000007 47.207933300000008 39.689978950000004 39.763755750000009 47.222459950000008 5.5000000000000009 39.712886600000012 39.703507450000011 76.00500000000001 7.5000000000000009 142.05000000000004 1.5000000000000002 12.500000000000002 134.05000000000004 17.500000000000004 11.500000000000002 38.91194105000001 39.803839700000005 7.5000000000000009 104.01000000000001 51.567244500000008 130.05000000000004 44.064675150000006 36.865631950000008 37.843405600000004 128.05000000000004 13.500000000000002 64.805000000000021 51.707269950000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 16 4 6 -6 9 -7 -9 -4 -11 -1 -13 -14 -15 17 -3 18 -5 -20 21 23 -23 25 27 -2 -27 -25 29 -22
right_child=20 2 3 15 5 7 -8 8 -10 10 -12 12 13 14 -16 -17 -18 -19 19 -21 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4060.9889555905816 3837.5162304770624 -27782.620171846753 2287.8908887437874 2174.981922459001 8729.418172974847 17073.411465625453 -4758.5601745479717 36738.916194067155 74155.218452138972 63168.579531773372 380642.67976190476 -1497.36697536564 4477.8940472298491 -110607.64435845691 1999.3003434171144 -12203.651705824188 1887.0766999601783 -648.41569737137934 66455.965176326674 269197.82103658537 -3369.0451634153324 -69700.436595856008 58888.476308981786 -20219.052955293093 -3057.4845600420508 31921.448641304349 378539.22970982146 -61188.269598340441 -47.983870948613585 18405.707634327551
leaf_weight=76778 24167 1871 740 1110 5785 3562 6188 6696 2061 842 21 483896 67873 451 663 5636 27118 3635 799 41 17837 741 151 5230 111936 23 35 1139 3201206 15573
leaf_count=76778 24167 1871 740 1110 5785 3562 6188 6696 2061 842 21 483896 67873 451 663 5636 27118 3635 799 41 17837 741 151 5230 111936 23 35 1139 3201206 15573
internal_value=0 547.283 8141.39 14521.9 20991.8 28179 4290.66 37312.5 45545 39223 70893.9 -249.985 -848.643 3701.71 -43589.3 -408.797 -27.8566 11493.8 34128 76351.7 -112.723 -3163.48 -47932.6 -2883.3 -4375.82 4405.54 241087 -27545.8 22.5474 6780.56
internal_weight=0 695766 66105 37116 25895 18104 7791 12319 8757 1603 863 629661 552883 68987 1114 11221 28989 5585 1950 840 3.37804e+06 143422 892 142530 118305 24225 58 6369 3.23462e+06 33410
internal_count=4073804 695766 66105 37116 25895 18104 7791 12319 8757 1603 863 629661 552883 68987 1114 11221 28989 5585 1950 840 3378038 143422 892 142530 118305 24225 58 6369 3234616 33410
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=6 4 1 2 6 1 1 5 0 3 1 1 0 0 4 4 6 4 3 1 0 3 0 0 0 6 0 1 0 1
split_gain=2.59862e+13 6.67291e+13 9.05017e+13 6.73791e+13 6.56242e+13 2.35953e+14 2.82717e+14 2.66661e+14 1.1201e+14 1.097e+14 1.33317e+14 2.25841e+14 1.0627e+14 1.39206e+14 1.02111e+14 1.02361e+14 1.00155e+14 1.66694e+14 2.78327e+14 2.12576e+14 1.93369e+14 1.53477e+14 1.33249e+14 1.19293e+14 1.50234e+14 1.82492e+14 1.19448e+14 1.04186e+14 1.31268e+14 1.20926e+14
threshold=168.45000000000002 25.500000000000004 60.66055595000001 3191.5000000000005 142.05000000000004 39.004719500000007 39.105193450000009 2.5000000000000004 43.550475500000012 3.5000000000000004 38.977585500000011 38.989878900000008 45.047736150000013 45.029425500000009 5.5000000000000009 8.5000000000000018 134.05000000000004 6.5000000000000009 3.5000000000000004 39.735861600000007 60.002985000000002 1.5000000000000002 54.762682300000009 55.071632200000003 55.791814000000009 138.05000000000004 55.061158000000006 38.965413050000002 44.601833250000006 39.004719500000007
decision_type=2 2 2 2 2 2 2 2 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 16 9 12 8 -8 -6 -11 -12 13 -7 -10 -16 -1 18 19 20 21 -18 -21 26 25 -25 -20 28 -19 -29
right_child=1 2 -4 -5 5 6 7 -9 14 10 11 -13 -14 -15 15 -17 17 27 23 22 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-14.392298280478952 6004.5680889165887 -76339.481428006329 -262482.82468750002 109251.59024939906 41402.847670730313 -103683.57229919435 -66380.568803879316 -17153.457995892091 11280.043092105263 -4685.992562201739 287035.42557231104 10822.085507812501 -180104.39296328416 138963.12586206896 400091.08943452383 150667.84886410364 58822.810186298077 217503.07442129633 -25282.632032225782 6191.7737888955671 99383.762788837135 -65446.500190452825 98449.538064310676 30138.256040396343 -6278.9778866876659 377338.87858072919 -87824.171132425749 103399.22307997791 -5405.8174345480102 28029.272314671183
leaf_weight=4045514 9892 79 20 26 1031 128 29 6628 38 2030 43 95 134 29 21 76 130 27 1251 234 130 422 473 41 377 24 404 229 1226 3023
leaf_count=4045514 9892 79 20 26 1031 128 29 6628 38 2030 43 95 134 29 21 76 130 27 1251 234 130 422 473 41 377 24 404 229 1226 3023
internal_value=0 5087.08 -67519.5 -30383.6 -12.5394 -7991.44 -18172 -14036.6 111929 14549.7 1779.55 96888.6 -114693 -58863.5 150232 204667 7.69969 11192 -5226.9 29491.7 -10339.5 -36180.2 67914.4 -28223.6 17929 158335 -40549.6 23897 -602.513 33336.7
internal_weight=0 10017 125 105 4.06379e+06 10282 7083 6792 164 3199 2168 138 291 157 135 97 4.0535e+06 7991 3486 1389 682 552 707 2097 442 65 1655 4505 1253 3252
internal_count=4073804 10017 125 105 4063787 10282 7083 6792 164 3199 2168 138 291 157 135 97 4053505 7991 3486 1389 682 552 707 2097 442 65 1655 4505 1253 3252
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=2 2 0 0 4 1 4 1 6 1 0 6 6 1 7 0 4 1 0 6 0 6 3 0 6 4 4 3 4 1
split_gain=2.54915e+13 1.50697e+14 8.78589e+14 7.42111e+14 5.94961e+14 3.82358e+14 3.16838e+14 2.42684e+14 2.30046e+14 1.46674e+14 3.74974e+14 3.84943e+14 3.5796e+14 3.04046e+14 2.78229e+14 6.56411e+14 5.95658e+14 4.34522e+14 1.13097e+15 3.77018e+14 2.58353e+14 2.74007e+14 2.57603e+14 2.44587e+14 2.5615e+14 2.43033e+14 2.34722e+14 1.97544e+14 1.82439e+14 2.80079e+14
threshold=3062.5000000000005 2970.5000000000005 56.020150250000007 56.148747500000006 9.5000000000000018 47.386825600000002 9.5000000000000018 47.256487700000001 77.565000000000012 30.624707450000006 54.724612400000005 47.420000000000009 104.01000000000001 33.882313700000005 6.0000000000000009 54.707511300000007 7.5000000000000009 20.507515800000004 54.707511300000007 95.045000000000016 54.73499850000001 125.02000000000002 1.5000000000000002 54.707511300000007 68.00500000000001 4.5000000000000009 6.5000000000000009 6.5000000000000009 8.5000000000000018 20.507515800000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 -6 10 14 -12 -13 -11 15 19 17 -16 25 -2 21 26 -23 28 -25 -19 -14 -17 29 -18
right_child=9 2 3 4 8 -7 -8 -9 -10 13 11 12 20 -15 16 27 23 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-113.98517633292437 -20788.789463661418 -54204.943124733894 8177.2511118823231 102969.69587384001 13753.53142076718 -25690.458161910854 -12071.127990145218 -62466.017133275083 -125277.12120758928 -13945.087964801256 269.81954384313207 20455.291715802181 194560.29579545456 214.46444649415812 1388.125212022338 21868.048051414535 -19168.425589126222 -90497.77001953125 -116196.66484700522 -214236.01770833335 -76674.430604537309 -325937.19318181818 -23367.327617801049 -31987.189568923444 -94486.134505529437 194354.29491352831 13016.225649752476 72220.705013247716 -18998.184169914275 106815.74632787053
leaf_weight=2120356 2488 3484 18657 1331 372 7225 13192 95 175 15292 24135 24570 110 1824739 1407 2603 415 32 180 105 671 33 191 3426 811 468 202 1112 5620 307
leaf_count=2120356 2488 3484 18657 1331 372 7225 13192 95 175 15292 24135 24570 110 1824739 1407 2603 415 32 180 105 671 33 191 3426 811 468 202 1112 5620 307
internal_value=0 -234.895 -5992.04 -1899.81 57937.8 -4921.25 -209.719 91948.4 -30726.1 266.392 4796.73 9345.69 17843.4 96.7882 -7169.52 9989.64 -15715.2 33109.5 98744.8 -28622.2 -35324.5 16440 -67942.4 -25347.3 -43950.1 176124 77022.1 36940 -12919 34401
internal_weight=0 2.16489e+06 44531 41047 1973 39074 31849 1426 547 1.90892e+06 68886 49912 25777 1.84003e+06 18974 6308 12666 2087 680 2593 1207 536 224 10579 4237 500 312 3715 6342 722
internal_count=4073804 2164887 44531 41047 1973 39074 31849 1426 547 1908917 68886 49912 25777 1840031 18974 6308 12666 2087 680 2593 1207 536 224 10579 4237 500 312 3715 6342 722
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 4 0 5 6 1 2 4 6 1 0 0 1 4 0 0 1 5 6 0 0 2 0 4 1
split_gain=2.72675e+13 1.36728e+14 1.51338e+14 1.29963e+14 2.23703e+14 1.31384e+14 2.96102e+14 2.24737e+14 1.93304e+14 1.73777e+14 1.94797e+14 1.34689e+14 1.23402e+14 1.20874e+14 1.19388e+14 1.85555e+14 2.36624e+14 1.68466e+14 2.80869e+14 1.06869e+14 1.46957e+14 1.41372e+14 1.28525e+14 1.05559e+14 1.05539e+14 1.04278e+14 1.27806e+14 1.44952e+14 2.09399e+14 5.33287e+14
threshold=41.285000000000004 44.010000000000012 30.438492500000006 37.343102500000008 59.764576050000009 60.002985000000002 20.500000000000004 59.864072000000007 2.5000000000000004 36.405000000000008 30.410676000000006 3338.0000000000005 16.500000000000004 40.015000000000008 30.226173900000003 59.933037250000005 59.91832440000001 30.389265100000003 11.500000000000002 59.91832440000001 59.990753350000013 30.624707450000006 1.5000000000000002 40.205000000000005 55.988910100000005 45.059854000000009 3999.0000000000005 43.472751400000007 11.500000000000002 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 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 24 6 7 11 -8 12 14 -6 19 25 -11 16 -16 18 -18 21 22 -9 -21 -17 -1 26 27 28 -5 -30
right_child=1 -3 -4 13 5 -7 8 9 -10 10 -12 -13 -14 -15 15 23 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4542.3903909243063 6093.7024866851862 101.71138378753898 -2438.6880647369926 9158.1323206791312 -3772.0327765461939 -3938.3637005214437 -5561.2743984354875 16557.767187220823 -86487.325207070448 4672.1689564685757 735.85036984580574 35172.339849755394 21124.142702467325 4402.6974426567504 37060.639082915375 27915.060683197651 108345.42175580194 187415.78978174605 -124688.91794313525 -11318.306169984309 21488.087213367799 -67142.255666852681 46805.26955904637 -5243.0381425318046 -14012.005450785888 842.85856938334859 -12996.052663295741 -2208.0386113221516 -10234.536560105364 211708.62516891892
leaf_weight=48004 22075 2435446 356483 3575 18437 44100 23011 5165 299 2143 4145 933 4040 86159 1895 5840 340 189 61 9119 1912 210 397 1149 15592 886356 10504 85779 261 185
leaf_count=48004 22075 2435446 356483 3575 18437 44100 23011 5165 299 2143 4145 933 4040 86159 1895 5840 340 189 61 9119 1912 210 397 1149 15592 886356 10504 85779 261 185
internal_value=0 -173.106 -1941.14 386.664 -2046.23 437.021 2870.7 6814.36 -6599.32 11423.7 19346.9 -1896.19 5431.93 810.692 25987.4 30808.8 54278.8 109581 72896.3 1659.01 -3810.35 13287.6 -8893.44 22463.8 -6864.08 497.024 -2559.01 -1338.18 17218.4 81827.1
internal_weight=0 2.814e+06 378558 1.2598e+06 186981 123385 79285 55975 23310 36605 15762 19370 20843 1.07282e+06 11617 9474 2485 590 401 16803 11428 5375 9516 6989 63596 986660 100304 89800 4021 446
internal_count=4073804 2814004 378558 1259800 186981 123385 79285 55975 23310 36605 15762 19370 20843 1072819 11617 9474 2485 590 401 16803 11428 5375 9516 6989 63596 986660 100304 89800 4021 446
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 1 4 7 1 7 1 1 1 2 0 4 4 6 5 7 1 1 1 7 0 6 4 4 0
split_gain=2.62484e+13 2.93006e+14 5.73524e+14 6.09753e+14 4.82209e+14 3.99001e+14 7.85957e+14 3.37585e+14 4.56799e+14 2.89811e+14 5.8663e+14 4.5657e+14 2.75271e+14 3.84923e+14 2.44764e+14 2.34202e+14 2.2682e+14 2.17813e+14 2.13793e+14 3.01323e+14 2.13124e+14 1.94361e+14 3.55795e+14 3.34045e+14 3.01582e+14 2.99e+14 2.27856e+14 2.24028e+14 4.55235e+14 2.81157e+14
threshold=55.81943720000001 55.783232450000007 63.855000000000011 49.195555600000006 49.111590500000005 49.111590500000005 49.147669400000005 5.5000000000000009 6.0000000000000009 37.234509300000006 6.0000000000000009 37.343102500000008 37.858952300000006 37.897576350000001 75.000000000000014 55.801384500000005 34.500000000000007 19.500000000000004 103.03500000000001 3.5000000000000004 6.0000000000000009 39.735861600000007 41.966773150000002 39.689978950000004 6.0000000000000009 55.193450100000007 97.020000000000024 5.5000000000000009 8.5000000000000018 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 9 7 8 -7 10 -4 14 16 -14 -11 17 18 -8 -13 -20 -9 23 24 -1 -23 27 -27 -24 29 -29
right_child=-2 2 3 -5 -6 6 15 20 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=498.23978467642587 -351.85068695154291 -3843.3358364452829 245446.09534423827 -22250.229043686835 14598.04575471703 134633.11125936988 42110.186401354964 97900.955027173914 424644.19884072582 -132061.04489826935 -35388.299970097163 37811.981497022745 -104118.04838665033 9324.8219205148034 -10286.437229567309 -39844.024398304136 -65077.499593717039 -49147.215648094389 -107479.0788274685 79113.199521771603 9550.3264531674595 -7640.9626388330325 -1994.9412471933319 7237.9937403317663 9907.5216719823584 -3983.6526084716093 -28149.857582352171 -7914.6028419376935 607.97353863932426 17526.428184863511
leaf_weight=1037140 1394478 52416 160 3116 19437 438 2247 1058 62 302 139 7623 314 6304 364 562 237 296 238 136 368 107282 337015 79151 10777 136976 4016 5259 840929 24964
leaf_count=1037140 1394478 52416 160 3116 19437 438 2247 1058 62 302 139 7623 314 6304 364 562 237 296 238 136 368 107282 337015 79151 10777 136976 4016 5259 840929 24964
internal_value=0 183.124 5613.24 19009.9 1145.25 25176.8 49706.3 99891.5 170594 17374.5 114891 15495.6 19127.9 3942.37 -65505.6 18577 31333.1 31488 34190.3 -39627.3 75100.8 -18.2681 -774.823 976.124 -6039.05 -314.174 -4672 194.381 1041.34 13099.5
internal_weight=0 2.67933e+06 95817 23964 71853 20848 5031 1926 500 15817 299 15518 14852 6618 666 3105 8234 2543 7997 374 1426 2.58351e+06 1.46722e+06 1.11629e+06 118059 1.34916e+06 140992 1.20817e+06 871152 30223
internal_count=4073804 2679326 95817 23964 71853 20848 5031 1926 500 15817 299 15518 14852 6618 666 3105 8234 2543 7997 374 1426 2583509 1467218 1116291 118059 1349159 140992 1208167 871152 30223
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=6 6 4 0 1 3 4 3 1 3 0 1 5 4 7 4 0 1 6 6 6 5 1 0 0 1 0 5 4 0
split_gain=2.78854e+13 1.20416e+14 1.65346e+14 1.11771e+14 1.89553e+14 2.01822e+14 1.59673e+14 2.96259e+14 2.12502e+14 1.60871e+14 1.57462e+14 2.47616e+14 1.50841e+14 1.42167e+14 1.22439e+14 1.20759e+14 2.70537e+14 1.26534e+14 1.2049e+14 1.11683e+14 1.11565e+14 1.11175e+14 1.21377e+14 1.39263e+14 1.09797e+14 2.40725e+14 1.85169e+14 1.62669e+14 1.46714e+14 1.64116e+14
threshold=88.825000000000003 82.00500000000001 9.5000000000000018 44.739668300000005 40.377616600000003 17.500000000000004 7.5000000000000009 4.5000000000000009 40.024897700000004 7.5000000000000009 45.00849250000001 37.318079750000003 4.5000000000000009 19.500000000000004 6.0000000000000009 11.500000000000002 44.895258050000002 33.882313700000005 114.05000000000001 156.15000000000003 92.02500000000002 3.5000000000000004 82.92647190000001 55.050541250000002 54.942865800000007 38.011626600000007 54.947152850000002 1.5000000000000002 19.500000000000004 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 -2 -8 11 15 -9 -6 -7 17 18 -5 -17 -14 -13 22 -3 -24 25 -4 -26 -27 -29 -30
right_child=3 2 24 10 13 14 9 12 -10 -11 -12 20 19 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 26 27 -28 28 29 -31
leaf_value=-46.645497115128272 16006.093696596196 10416.722041273295 -22880.522189279698 147502.35848214288 -1133.0729307087265 -99640.854562612687 58348.552653685285 -75987.646703088147 191614.70596390846 16794.850246536338 -1392.2916840600446 991.52002110517014 -2370.8497443181818 -219121.82164062501 97788.069130067568 -22619.445079427085 398752.9304966518 -17162.281094621932 192293.86350585939 264220.06178977271 -45824.94360527653 -1419.3496992088162 51704.755184691734 -1102.775256552625 -12028.911057152545 145890.47099365233 1397.6321231695695 15570.324076101866 -13638.133272840349 72143.565504557293
leaf_weight=3707216 2339 21022 2258 56 10931 208 1762 530 71 1977 202605 667 55 30 37 75 28 280 40 22 2149 7201 1549 737 11774 90 80499 14202 3154 240
leaf_count=3707216 2339 21022 2258 56 10931 208 1762 530 71 1977 202605 667 55 30 37 75 28 280 40 22 2149 7201 1549 737 11774 90 80499 14202 3154 240
internal_value=0 63.0886 2913.36 -1084.99 6480.29 19334.1 22567.4 5453.06 21179.6 36377 -1744.96 -23429.9 -56986.8 -1729.7 -69825.1 43037.7 120003 10281.8 52133 73798 -34736 9441.07 12796.4 34679.8 1138.64 7866.8 -315.59 11792.4 11106.5 -7572.25
internal_weight=0 3.84994e+06 142726 223862 17962 7001 6756 3017 2410 3739 205900 3295 607 10961 245 479 143 336 115 77 2816 30509 23308 2286 112217 19944 92273 17686 17596 3394
internal_count=4073804 3849942 142726 223862 17962 7001 6756 3017 2410 3739 205900 3295 607 10961 245 479 143 336 115 77 2816 30509 23308 2286 112217 19944 92273 17686 17596 3394
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=6 5 6 0 0 0 2 1 4 7 3 0 3 1 1 1 4 0 0 1 1 5 1 1 1 1 1 7 5 1
split_gain=2.99512e+13 1.4332e+14 1.3904e+14 1.96635e+14 5.15512e+14 2.73778e+14 7.23676e+14 4.6013e+14 4.05226e+14 2.76766e+14 2.69308e+14 2.56097e+14 2.4251e+14 2.27643e+14 2.83183e+14 2.14488e+14 2.05503e+14 1.94516e+14 3.31924e+14 2.80143e+14 6.31756e+14 2.54528e+14 2.3737e+14 1.04695e+15 5.09807e+14 3.18309e+14 2.30134e+14 4.98466e+14 2.20587e+14 2.09513e+14
threshold=68.00500000000001 3.5000000000000004 77.010000000000005 55.834019500000004 55.783232450000007 55.876067900000002 75.000000000000014 37.682335600000009 32.500000000000007 6.0000000000000009 2.5000000000000004 55.801384500000005 21.500000000000004 37.425454150000007 37.475446350000006 49.176406850000006 3.5000000000000004 55.753967500000009 55.728148450000006 37.534144550000008 37.649344350000007 2.5000000000000004 37.543519500000009 37.618684050000006 37.563506350000004 36.865631950000008 37.649344350000007 6.0000000000000009 2.5000000000000004 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 7 9 -8 -5 -7 16 -9 -11 -15 -13 -6 18 29 -19 21 -21 25 24 -24 -20 27 -25 -29 -4
right_child=2 -3 3 5 11 10 8 12 -10 13 -12 15 -14 14 -16 -17 -18 19 22 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=84.312241981443663 -2373.2948318207336 9795.9050163064276 -6790.2882042437532 -3112.3870033634926 170970.20793457032 -9673.7260279548827 -54580.568560428699 -79173.52048449649 250635.09382102272 -229701.81809998269 644.21556326099699 14562.287949023006 199067.94225852273 357544.60117187502 56779.157449880862 -39986.579708311991 34164.721282445724 33140.940657892868 -48558.318519776571 -372354.01636618591 -13465.862137729224 -107335.39865083696 -93345.243619791669 -279796.18765980116 -621926.82905405411 87796.039913928107 26891.662458200375 167133.82290865388 -35825.893998637956 1859.6822795047447
leaf_weight=3307278 272531 15266 31427 1461 112 31800 3824 617 44 27 123696 7920 33 32 1441 793 5595 997 207 39 5181 512 36 77 37 990 4567 65 304 256895
leaf_count=3307278 272531 15266 31427 1461 112 31800 3824 617 44 27 123696 7920 33 32 1441 793 5595 997 207 39 5181 512 36 77 37 990 4567 65 304 256895
internal_value=0 128.934 -570.226 456.225 1912.26 -2364.75 -21053.3 11141 -51108.6 27865.9 -1465.87 20383.1 -65047.4 58038.8 63313.1 9597.61 36849.5 1028.36 1412.34 -15782.8 -24292.4 -126094 24150.5 14721 -361256 64216 20196 -48367 -74.1823 916.838
internal_weight=0 3.32254e+06 751260 478729 315754 162975 7479 3611 3868 2961 155496 14420 650 1500 1473 8713 5707 301334 294605 6729 5732 551 6283 5086 73 1197 5013 446 369 288322
internal_count=4073804 3322544 751260 478729 315754 162975 7479 3611 3868 2961 155496 14420 650 1500 1473 8713 5707 301334 294605 6729 5732 551 6283 5086 73 1197 5013 446 369 288322
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 0 0 1 0 2 0 6 6 6 0 1 7 4 0 1 0 0 6 1 6 6 6 0 4
split_gain=2.64303e+13 2.4117e+14 8.86983e+14 2.5312e+14 2.38226e+14 1.08209e+15 4.77069e+14 3.6617e+14 3.65975e+14 3.83402e+14 9.59064e+14 3.77103e+14 3.51913e+14 3.10376e+14 2.59647e+14 2.4433e+14 4.19832e+14 4.02439e+14 2.51264e+14 2.29141e+14 3.32558e+14 3.2017e+14 4.87556e+14 2.41853e+14 2.26883e+14 2.24876e+14 2.24146e+14 2.0911e+14 2.64045e+14 3.45581e+14
threshold=37.682335600000009 37.740454950000007 55.93962770000001 64.805000000000021 55.728148450000006 55.667390500000003 55.676890650000011 55.696737300000009 37.71815560000001 55.579943700000008 75.000000000000014 55.649510000000014 68.515000000000015 39.355000000000011 61.805000000000007 55.60524465000001 37.729575300000008 6.0000000000000009 23.500000000000004 55.812023600000011 37.71815560000001 55.775215600000003 55.759969450000007 62.375000000000007 37.71815560000001 77.010000000000005 67.445000000000007 42.005000000000003 55.876067900000002 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 4 -4 5 8 12 25 11 -10 15 -2 -7 -9 -12 16 18 -18 -11 21 27 22 -6 24 -23 -8 -17 -21 29 -29
right_child=1 -3 3 -5 19 6 7 13 9 10 14 -13 -14 -15 -16 26 17 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=485.48037141324744 -11731.800753222125 -10.131811639308632 -40670.470034939724 -104609.82465695184 17992.881100233815 -68947.231847314339 -1585.237404719901 1953.8226163527834 -10332.002616616664 58658.285509824789 137134.03322690219 -140795.39373495168 -189620.37273493706 -73366.52352879195 363210.70432692312 13952.257663561679 14106.12277901786 234053.4470922256 -2072.8715097206286 6316.2403544403087 14188.708451461021 -11136.337035450066 -39635.047024162719 87340.328316965664 49905.239208943 147171.18094052916 -44681.727486218486 -52419.010349506454 -8239.641478093763 71806.687142197232
leaf_weight=879340 9358 3131199 2100 878 5598 1849 1721 777 5356 1337 115 232 278 1849 91 4380 140 205 1389 3793 6679 1037 1990 817 1475 108 766 3163 5543 241
leaf_count=879340 9358 3131199 2100 878 5598 1849 1721 777 5356 1337 115 232 278 1849 91 4380 140 205 1389 3793 6679 1037 1990 817 1475 108 766 3163 5543 241
internal_value=0 -133.638 -6246.39 -59521.6 -3614.75 -9941.14 -45756.3 -27153.8 146.393 10586.5 23888.2 -14854.1 -84719.3 -51080.2 237003 18545.4 40867.1 144799 27713.5 2631.36 -3885.08 14222.7 2879.6 40077.8 24706.1 7198.63 5224.39 -13360.3 -21702.1 -43623.9
internal_weight=0 3.19446e+06 63265 2978 60287 29951 6582 4455 23369 13779 8423 9590 2127 2626 206 8217 3071 345 2726 30336 19419 10917 7588 3329 2512 1829 5146 12740 8947 3404
internal_count=4073804 3194464 63265 2978 60287 29951 6582 4455 23369 13779 8423 9590 2127 2626 206 8217 3071 345 2726 30336 19419 10917 7588 3329 2512 1829 5146 12740 8947 3404
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=4 4 6 5 0 1 1 2 0 6 2 1 6 5 1 3 7 1 4 5 1 0 1 6 1 1 3 0 6 0
split_gain=2.61126e+13 1.3724e+14 1.6785e+14 2.12486e+14 2.48007e+14 1.93307e+14 1.91645e+14 2.60317e+14 1.76245e+14 1.59972e+14 3.07754e+14 2.23003e+14 1.59964e+14 5.30176e+14 1.89972e+14 1.55517e+14 2.14811e+14 3.09587e+14 2.98793e+14 2.72103e+14 2.64657e+14 2.11018e+14 2.5133e+14 1.9807e+14 1.96204e+14 3.23446e+14 1.91107e+14 1.82557e+14 1.59795e+14 1.6833e+14
threshold=10.500000000000002 12.500000000000002 84.810000000000016 1.5000000000000002 44.685196900000008 30.330566300000005 82.918694400000007 2421.5000000000005 43.687280500000007 61.025000000000006 75.000000000000014 20.507515800000004 71.715000000000018 2.5000000000000004 30.205407000000005 9.5000000000000018 6.0000000000000009 37.503969450000007 17.500000000000004 2.5000000000000004 37.897576350000001 55.622114900000007 37.401708450000008 125.02000000000002 83.117716000000016 83.086354900000018 1.5000000000000002 55.539595350000006 74.015000000000015 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 -11 -12 13 -3 -15 16 19 18 23 24 26 27 -23 -18 25 28 -21 -20 -14 -30
right_child=1 12 5 8 9 6 -8 -9 -10 10 11 -13 15 14 -16 -17 17 -19 21 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=195.91812984596376 25805.811599929919 93.890911138203336 32326.854371554498 -28678.877308857758 -2006.8415473549012 27195.184882547561 30949.062958748706 -8664.1914213597847 -6688.6176351438498 290117.83322704083 232111.76045918369 8550.072710655686 4781.8895779895129 58345.172243271867 10509.584583330348 192.86702282054989 -38338.562318342119 -4749.2221034736094 38756.923088304924 -19981.192061155794 -3220.904895106909 -10848.790882806057 46319.55188827253 80104.711637369794 -76333.495942615322 323363.49488146557 13004.391892352078 -117979.23830484481 37125.948819739489 -18955.103891976683
leaf_weight=2547999 3514 1050780 2412 3834 61252 2465 1989 11326 73802 49 49 499 4781 847 41876 137067 7231 38744 99 1914 38541 6456 873 144 462 29 21334 298 559 12579
leaf_count=2547999 3514 1050780 2412 3834 61252 2465 1989 11326 73802 49 49 499 4781 847 41876 137067 7231 38744 99 1914 38541 6456 873 144 462 29 21334 298 559 12579
internal_value=0 -327.171 -3086.64 -4237.61 -36.4992 5960.62 1930.49 -2254.7 -7774.59 -1504.75 50009.6 28540.1 -1.2171 537.883 11457.9 -2175.63 -4597.54 -9483.12 -21628.7 -1317.4 1862.06 -7885.54 -4039.14 -36025.9 -11988.5 -10332.2 10288.7 -78893.9 -10872.3 -16568.9
internal_weight=0 1.5258e+06 161191 142999 65363 18192 15780 13791 77636 61849 597 548 1.36461e+06 1.0935e+06 42723 271111 134044 53845 15101 80199 61789 7726 7329 7375 18410 17948 23248 397 17919 13138
internal_count=4073804 1525805 161191 142999 65363 18192 15780 13791 77636 61849 597 548 1364614 1093503 42723 271111 134044 53845 15101 80199 61789 7726 7329 7375 18410 17948 23248 397 17919 13138
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=0 1 3 5 6 0 1 1 1 0 2 6 0 7 0 1 0 4 7 0 4 7 4 4 6 4 1 4 0 3
split_gain=2.55882e+13 1.52167e+14 1.00809e+14 1.17286e+14 7.68402e+13 6.61296e+13 6.54402e+13 1.50243e+14 1.22354e+14 8.41439e+13 2.15182e+14 6.7614e+13 6.40616e+13 6.13306e+13 5.73555e+13 3.59516e+14 7.20377e+14 4.23174e+14 3.7871e+14 3.72831e+14 5.18141e+14 5.1102e+14 5.16998e+14 5.15131e+14 6.08312e+14 5.06434e+14 8.15527e+14 4.45538e+14 7.17236e+14 4.13447e+14
threshold=60.753246850000004 33.882313700000005 1.5000000000000002 2.5000000000000004 75.605000000000004 61.78914120000001 53.67029225000001 65.593879100000024 59.999510900000011 63.565651350000003 8009.5000000000009 116.05000000000001 63.565651350000003 6.0000000000000009 59.963561900000009 30.370944000000005 59.982409200000006 16.500000000000004 6.0000000000000009 59.990753350000013 19.500000000000004 6.0000000000000009 6.5000000000000009 13.500000000000002 63.005000000000003 20.500000000000004 30.345769800000003 20.500000000000004 59.982409200000006 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=14 4 5 -4 12 -3 9 8 -8 13 11 -11 -2 -5 -1 19 17 -17 -18 21 -21 22 -16 29 -25 26 -22 -24 -29 -23
right_child=1 2 3 6 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 18 -19 -20 20 25 23 27 24 -26 -27 -28 28 -30 -31
leaf_value=44.773893268876684 -29992.050730906805 2804.976756638715 1830.6797548595846 16579.901641857028 -97462.326084215063 -14211.80880825735 1591.5268087983468 19173.883666485737 -47975.264026006233 50390.63940676624 -67898.680081676139 235655.67749999999 3538.5000299593612 -16417.581158308774 -7760.2056212724965 -53366.768765728062 3640.0631574024333 -4191.7317060968717 -16062.3971490966 -8307.7074011340756 45281.334057327447 129.57914234559811 63074.632285213789 3140.2547477309413 -79533.212448436825 4995.6106427255945 368518.65299161588 -190796.09428574584 52994.38813259227 51431.12819239113
leaf_weight=3866640 1553 4265 31346 6468 127 4916 1420 2805 767 1310 165 20 900 617 1960 5183 26188 2642 15548 46701 1622 4835 4471 2292 1455 34654 82 188 337 2327
leaf_count=3866640 1553 4265 31346 6468 127 4916 1420 2805 767 1310 165 20 900 617 1960 5183 26188 2642 15548 46701 1622 4835 4471 2292 1455 34654 82 188 337 2327
internal_value=0 2109.92 3241.44 5193.04 -21616.6 -6306.72 12958.8 3855.31 -15792 18255.3 39813.8 53176.6 -17689.8 13706.3 -29.7696 -1945.13 -8920.05 -36763.5 -3699.74 1480.06 -1338.75 14585.5 35765.7 1080.15 -28962.7 7612.71 60836.2 52841.5 -34305.8 16797.9
internal_weight=0 56679 54099 44918 2580 9181 13572 4992 2187 8580 1495 1330 2453 7085 4.01712e+06 150485 49561 7825 41736 100924 83059 17865 6956 10909 3747 36358 1704 4996 525 7162
internal_count=4073804 56679 54099 44918 2580 9181 13572 4992 2187 8580 1495 1330 2453 7085 4017125 150485 49561 7825 41736 100924 83059 17865 6956 10909 3747 36358 1704 4996 525 7162
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=3 4 6 4 0 0 6 4 6 1 4 0 0 4 0 1 4 1 7 6 0 5 4 6 6 0 2 1 3 7
split_gain=2.66059e+13 2.57764e+14 1.66947e+14 1.18218e+14 2.37367e+14 1.64226e+14 1.83085e+14 1.3414e+14 1.27732e+14 2.29683e+14 3.63897e+14 4.41901e+14 4.842e+14 4.29688e+14 3.5001e+14 3.16897e+14 3.06788e+14 3.31998e+14 2.99962e+14 2.66239e+14 2.4956e+14 2.37986e+14 4.93769e+14 4.82964e+14 2.10225e+14 2.01933e+14 1.92901e+14 1.79639e+14 1.91538e+14 2.65728e+14
threshold=4.5000000000000009 6.5000000000000009 64.015000000000015 19.500000000000004 44.046956350000009 60.034792100000011 90.045000000000016 22.500000000000004 45.005000000000003 30.389265100000003 5.5000000000000009 59.882709350000006 59.905532300000012 6.5000000000000009 59.91832440000001 30.205407000000005 10.500000000000002 30.330566300000005 6.0000000000000009 75.605000000000004 59.91832440000001 1.5000000000000002 6.5000000000000009 63.005000000000003 50.995000000000012 59.950512650000007 3338.0000000000005 30.315889700000003 3.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 8 7 6 -6 -5 -1 10 14 13 16 -12 15 -10 27 18 -18 20 -14 22 23 25 26 -22 -16 -13 -29 -30
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 12 19 -15 24 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-473.07774635023299 -2333.7654883200444 120.83090585876329 -10019.92832394146 27584.288212903019 -3802.3829090667614 15590.377074257451 -24125.817033372456 156426.70490704835 6836.132981063809 1616.1361096281671 59373.722727703142 -147371.78158892464 -70931.713746535432 -1887.7954147682963 76017.646198850736 -22297.768062660234 85215.682353857614 -154678.30569196431 -40428.129757652758 605.34659143751765 -29189.81552590763 -24163.320089404267 -2988.0962451494838 566076.61320988589 12485.036803244069 198596.28370535714 -11011.387278550093 -94959.613839692058 -148235.34362074907 207389.95539772729
leaf_weight=851063 179109 1940754 33553 197 63902 4017 4763 137 8785 925175 1235 510 964 15698 1015 6493 257 182 729 8122 68 12560 2419 26 11242 91 340 309 34 55
leaf_count=851063 179109 1940754 33553 197 63902 4017 4763 137 8785 925175 1235 510 964 15698 1015 6493 257 182 729 8122 68 12560 2419 26 11242 91 340 309 34 55
internal_value=0 -241.335 -3546.46 270.619 -3675.91 -4062.42 -5212.13 80432.8 426.603 1195.12 -4280.59 -10022 -18127.9 2580.28 4629.48 -5545.49 -64479.2 -30584.9 -7679.18 -14159.8 -21595.5 -18459.1 9054.2 166515 16970 101178 54180.1 -108079 -57728.8 71533.1
internal_weight=0 2.15342e+06 212662 1.92039e+06 73016 72682 68665 334 1.84737e+06 996309 71134 43259 26326 16933 27875 15278 2076 1168 986 24250 16128 15164 2604 185 12597 159 1355 908 398 89
internal_count=4073804 2153416 212662 1920388 73016 72682 68665 334 1847372 996309 71134 43259 26326 16933 27875 15278 2076 1168 986 24250 16128 15164 2604 185 12597 159 1355 908 398 89
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 0 0 0 6 1 0 6 1 6 6 1 1 7 4 0 4 4 7 1 1 0 6 0 0
split_gain=2.92089e+13 1.96477e+14 7.18169e+14 2.15046e+14 1.92483e+14 8.75188e+14 3.85963e+14 3.15174e+14 2.96357e+14 2.84168e+14 2.81959e+14 3.60379e+14 3.2262e+14 3.12932e+14 2.56975e+14 2.51373e+14 2.34318e+14 2.1118e+14 4.41462e+14 2.07312e+14 1.84429e+14 2.70073e+14 4.4683e+14 6.14223e+14 3.66708e+14 2.67604e+14 2.36996e+14 2.17481e+14 2.14777e+14 6.0547e+14
threshold=37.682335600000009 37.740454950000007 55.93962770000001 7.5000000000000009 55.728148450000006 55.667390500000003 55.676890650000011 55.539595350000006 55.696737300000009 68.515000000000015 37.702956500000006 55.633951400000008 81.705000000000013 37.71815560000001 39.995000000000012 61.425000000000004 37.729575300000008 37.729575300000008 6.0000000000000009 14.500000000000002 55.812023600000011 10.500000000000002 22.500000000000004 6.0000000000000009 37.702956500000006 37.71815560000001 55.79439725000001 56.010000000000012 55.753967500000009 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 19 -7 -9 12 17 -13 -10 -15 -14 -12 -19 -8 21 -6 23 27 28 -22 -26 -23 -25 -30
right_child=1 -3 3 -5 20 6 8 10 14 -11 11 13 16 15 -16 -17 -18 18 -20 -21 25 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=510.36165640788107 -16724.492743295988 -29.010662541749845 -10075.699972200047 -70188.556051341337 -11255.400491983506 -62058.931143417896 -23499.340471682797 -24999.684769612155 -2437.4579752877257 -170496.59564832511 14580.578445744364 -62573.426703246514 75452.857673563485 16860.284754269829 -68453.620593473155 -42825.53350406597 279572.9059027778 30310.352639700177 197488.59325086806 44296.109872345878 -12021.254832554492 -5946.2741724878042 2857.8238977499632 223369.53103871853 26235.221490441527 12691.405298292375 172389.18180725526 63936.763826413502 -115948.13904132154 235341.02815348306
leaf_weight=879340 7544 3131199 822 2156 3284 1849 1021 2212 894 278 7105 868 524 3166 1732 908 63 781 198 808 12740 1294 4501 318 495 6679 143 679 83 120
leaf_count=879340 7544 3131199 822 2156 3284 1849 1021 2212 894 278 7105 868 524 3166 1732 908 63 781 198 808 12740 1294 4501 318 495 6679 143 679 83 120
internal_value=0 -140.487 -5657.84 -53596 -3289.84 -8976.51 -41186.2 95.5109 -24453.9 -76231.8 8113.84 13494.5 25777.9 -8057.4 -45979 3557.7 97360.1 20580.2 64121.7 6450.75 2324.66 12723.8 23040.5 52045.2 109825 -3521.55 58993.9 18103.7 172071 91710.5
internal_weight=0 3.19446e+06 63265 2978 60287 29951 6582 23369 4455 2127 15825 13613 8671 4942 2626 4074 587 8084 979 1829 30336 10917 7633 3132 1159 19419 638 1973 521 203
internal_count=4073804 3194464 63265 2978 60287 29951 6582 23369 4455 2127 15825 13613 8671 4942 2626 4074 587 8084 979 1829 30336 10917 7633 3132 1159 19419 638 1973 521 203
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=6 4 4 3 0 3 0 1 0 5 3 6 0 0 1 1 1 1 1 0 6 1 0 6 0 6 3 6 4 0
split_gain=2.62351e+13 6.34919e+13 1.89151e+14 1.89777e+14 2.09984e+14 1.83144e+14 1.55378e+14 1.50203e+14 1.44782e+14 1.43156e+14 1.64214e+14 1.40929e+14 1.61606e+14 1.44485e+14 1.61723e+14 1.3769e+14 1.36922e+14 1.43906e+14 1.23086e+14 1.65968e+14 1.1443e+14 1.13631e+14 2.39447e+14 1.73941e+14 1.61925e+14 1.75587e+14 1.1344e+14 1.30539e+14 1.11439e+14 2.9437e+14
threshold=100.05000000000001 14.500000000000002 11.500000000000002 8.5000000000000018 59.699368850000006 3.5000000000000004 59.864072000000007 37.234509300000006 44.739668300000005 3.5000000000000004 2.5000000000000004 104.01000000000001 59.963561900000009 56.006509350000009 37.442254400000003 37.318079750000003 82.948524700000021 82.962856350000024 38.965413050000002 59.990753350000013 108.05000000000001 82.981285100000022 53.715816400000008 168.45000000000002 54.916864950000011 110.01500000000001 10.500000000000002 247.90000000000001 16.500000000000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 18 7 8 -4 20 -11 13 28 14 -7 -9 -16 -18 19 -3 -10 -17 23 -23 25 -24 27 -5 29 -13
right_child=1 5 6 4 -6 11 -8 15 9 10 -12 12 -14 -15 16 21 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.737824626521814 -181.69128163314105 6562.5760841877236 161779.79541015625 -24002.306250952883 54637.835514203776 -64776.876544622704 45251.591863833979 197955.24461914063 -1102.0003442464465 307933.38250000001 10015.45163287576 -11111.858188216329 -27700.058269268899 8491.364184179989 -9128.835130746902 8499.6989036022424 -124613.68611091649 -18395.688971725565 -34641.987201837437 -72488.301601308034 -77327.310090412429 6434.4874880268208 415951.06605603453 -274883.81811523438 60570.950951111554 131408.40185773984 -91943.393236793941 80327.110931148374 7276.7067207475939 104622.79794233548
leaf_weight=3956282 61289 1969 40 4804 357 803 1278 40 299 20 247 6899 1810 1939 3727 7560 223 298 3140 307 577 261 29 24 259 86 239 123 18648 227
leaf_count=3956282 61289 1969 40 4804 357 803 1278 40 299 20 247 6899 1810 1939 3727 7560 223 298 3140 307 577 261 29 24 259 86 239 123 18648 227
internal_value=0 -1472.4 196.903 -1781.59 -19535.7 -4708.81 12527.8 8098.5 -25227.1 -31771.5 32331.4 -2030.35 1183.57 -14713.2 -23621 12872 -15841.3 -63859.4 -21807.2 -4100.26 -51309.8 11971.2 51796.3 -17255.5 104416 203163 -24661.5 -21397.8 3211.95 -7425.11
internal_weight=0 117522 77532 66812 5523 39990 10720 9442 1183 1143 267 34574 27584 6990 5051 8259 4248 521 5416 2276 876 8219 659 285 374 115 5166 4927 25774 7126
internal_count=4073804 117522 77532 66812 5523 39990 10720 9442 1183 1143 267 34574 27584 6990 5051 8259 4248 521 5416 2276 876 8219 659 285 374 115 5166 4927 25774 7126
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 6 4 4 6 1 0 6 0 4 4 0 0 0 1 0 0 6 7 4 0 6 0 0 4 6
split_gain=2.58136e+13 1.51451e+14 4.12946e+14 2.44571e+14 4.68764e+14 2.41483e+14 4.78414e+14 4.4066e+14 2.2234e+14 1.99911e+14 3.31271e+14 1.93095e+14 1.89495e+14 1.85803e+14 2.67706e+14 1.85164e+14 1.7813e+14 1.77981e+14 1.70764e+14 4.88134e+14 6.04412e+14 3.03276e+14 2.33658e+14 1.85617e+14 4.45134e+14 2.25798e+14 1.75484e+14 2.48395e+14 4.8302e+14 2.98827e+14
threshold=30.242318500000007 30.226173900000003 17.500000000000004 60.028671700000011 60.01610465000001 63.140000000000008 13.500000000000002 15.500000000000002 65.805000000000021 30.205407000000005 60.064438250000002 87.015000000000015 60.034792100000011 11.500000000000002 12.500000000000002 60.034792100000011 59.848366150000011 60.064438250000002 30.157841000000001 59.963561900000009 59.848366150000011 47.420000000000009 6.0000000000000009 12.500000000000002 59.939085000000013 80.030000000000015 54.724612400000005 54.73499850000001 9.5000000000000018 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 18 -5 9 -8 16 10 -7 -6 -11 -3 15 -15 -4 -16 26 20 -20 -22 23 -23 25 -25 -1 28 29 -28
right_child=-2 2 8 5 11 6 7 -9 -10 12 -12 -13 -14 14 17 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-6503.0724140935836 43.261769114158618 -16854.658705029513 -130941.51440009312 5595.3556321962997 -50924.893320945463 -89326.580042153219 281684.39437081473 70794.417878682303 -79070.644756931215 142517.71413485671 19567.682953377789 -183335.26013719512 1646.7587412677747 32349.213166781708 -1861.3090128529698 183459.26705961683 -20306.881919077361 -149116.95278320313 8443.4087488232053 14043.910051166278 -12439.270609282901 -66563.228533248475 -93890.286206223842 -24785.962180258641 66047.906305364304 -87125.319612172665 56526.883489597989 1617.0977961510648 -1945.2242284321792 -72529.331208881587
leaf_weight=18974 3956930 3599 151 11377 1053 376 112 859 902 193 1087 123 189 2341 3588 84 4018 84 5893 6904 4883 1599 866 2615 462 747 3221 36405 3979 190
leaf_count=18974 3956930 3599 151 11377 1053 376 112 859 902 193 1087 123 189 2341 3588 84 4018 84 5893 6904 4883 1599 866 2615 462 747 3221 36405 3979 190
internal_value=0 -1464.69 -10930.5 -95.7117 -2062.16 12084.8 38303.1 95119.5 -34053.8 8401.32 -8418.81 -64773.9 72819.8 1162.95 11798.6 37583.5 -24314 -5229.9 -1211.91 -8392.18 -17469.2 -31137.5 -45655.5 -37952.9 -25989.5 -38637.1 1529.95 5010.23 21725.6 49338.2
internal_weight=0 116874 14767 102107 87914 14193 2816 971 5071 1845 1463 1176 382 9696 6097 2425 4169 3672 86738 23969 17065 11172 6289 5423 3824 3362 62769 43795 7390 3411
internal_count=4073804 116874 14767 102107 87914 14193 2816 971 5071 1845 1463 1176 382 9696 6097 2425 4169 3672 86738 23969 17065 11172 6289 5423 3824 3362 62769 43795 7390 3411
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 0 7 1 5 0 4 0 6 0 0 4 0 0 4 2 0 1 2 0 0 5 4 1 4 0
split_gain=2.54068e+13 1.16075e+14 1.18004e+14 1.03624e+14 1.03254e+14 1.86197e+14 1.35179e+14 2.45079e+14 2.35634e+14 1.4451e+14 1.40458e+14 2.00909e+14 1.60608e+14 1.39671e+14 1.37407e+14 1.12633e+14 1.58309e+14 2.02e+14 1.08219e+14 1.05718e+14 1.02302e+14 2.19903e+14 2.01522e+14 1.93087e+14 1.6263e+14 1.5753e+14 1.64607e+14 1.364e+14 1.17144e+14 2.02118e+14
threshold=41.365000000000002 44.010000000000012 38.430814800000007 75.000000000000014 37.343102500000008 59.764576050000009 6.0000000000000009 30.472130500000002 1.5000000000000002 60.064438250000002 9.5000000000000018 59.933037250000005 38.205000000000005 59.963561900000009 59.905532300000012 10.500000000000002 59.963561900000009 60.01610465000001 12.500000000000002 3338.0000000000005 55.696737300000009 37.755233900000007 2865.5000000000005 55.710673100000008 56.228352100000002 1.5000000000000002 17.500000000000004 37.897576350000001 8.5000000000000018 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 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 -1 9 8 10 -7 11 14 -13 -14 -8 16 -12 -18 -10 -9 -6 24 23 27 25 28 -27 -23 29 -22
right_child=1 -3 -4 -5 20 6 7 19 18 -11 15 12 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6187.0574411173729 -5327.189727492263 73.867270776727906 -2972.2110635533031 2978.1159786616095 18.672457621790993 5390.5357665555457 -10244.409998960753 -41131.610459255047 70626.401441512571 -7570.7003279145492 4064.9536700174085 -75245.395423055976 36842.345315160514 -65236.587565658243 76740.880325332124 -2252.299921017277 111878.62802777714 -66653.792645733178 18365.847170104593 -9366.5552793971601 44599.246734248896 -6461.3167572737902 2602.030512880764 -4177.8358338423377 -19002.153325555086 19263.718158516476 75621.252451746332 21176.805327421673 5349.7954551708171 7246.822010651128
leaf_weight=63868 19031 2435446 257138 71326 709662 57773 1480 2255 496 10107 920 934 312 235 207 44863 338 78 1970 1957 2176 2673 240678 87836 2180 4018 595 5379 43539 4334
leaf_count=63868 19031 2435446 257138 71326 709662 57773 1480 2255 496 10107 920 934 312 235 207 44863 338 78 1970 1957 2176 2673 240678 87836 2180 4018 595 5379 43539 4334
internal_value=0 -170.084 -1879.83 1228.85 366.68 -1800.9 459.626 -3175.15 -1290.09 3460.67 -2797.02 -23166.5 -50043.9 -7012.41 428.948 -1400.23 27212.4 78403.8 28877.3 -26372.8 735.701 2029.14 1057.52 -2819.18 7782.13 8850.33 26532.9 12001.9 7220.53 19732.1
internal_weight=0 2.78294e+06 347495 90357 1.29086e+06 187793 123925 56045 51833 67880 49367 3168 1481 547 1687 46199 1336 416 2466 4212 1.10307e+06 393408 336566 95888 56842 54662 4613 8052 50049 6510
internal_count=4073804 2782941 347495 90357 1290863 187793 123925 56045 51833 67880 49367 3168 1481 547 1687 46199 1336 416 2466 4212 1103070 393408 336566 95888 56842 54662 4613 8052 50049 6510
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 0 0 0 0 5 5 4 0 5 4 1 0 2 1 0 0 7 0 1 4 4 1 4 1 3
split_gain=2.4493e+13 5.5397e+13 1.90502e+14 2.27429e+14 2.16407e+14 9.9948e+13 1.43424e+14 1.2761e+14 1.26236e+14 1.01541e+14 9.78215e+13 9.43747e+13 9.01529e+13 8.88101e+13 1.12954e+14 9.90916e+13 1.19002e+14 9.53343e+13 1.00685e+14 8.67335e+13 1.1267e+14 9.54796e+13 8.64036e+13 1.34355e+14 8.61864e+13 1.32866e+14 1.28453e+14 9.60855e+13 8.26343e+13 7.98634e+13
threshold=168.45000000000002 142.05000000000004 39.004719500000007 39.105193450000009 2.5000000000000004 45.036141150000006 45.053967500000006 45.059854000000009 45.047736150000013 3.5000000000000004 3.5000000000000004 3.5000000000000004 51.659529100000007 3.5000000000000004 16.500000000000004 83.00362155000002 54.810424650000009 5444.0000000000009 82.901648750000021 45.047736150000013 45.029425500000009 6.0000000000000009 55.111813300000001 53.67029225000001 19.500000000000004 23.500000000000004 60.549354600000008 16.500000000000004 43.047633000000012 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 5 19 12 11 8 9 -7 -8 -9 -3 28 14 15 -6 -17 -16 -19 20 -4 -21 -14 -24 27 -26 -27 -15 -5 -13
right_child=-2 2 3 4 13 6 7 10 -10 -11 -12 29 22 24 17 16 -18 18 -20 21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=6.4214612889275005 4938.7568205687303 -79755.816704896453 -92946.146684265143 128029.83648097828 -38218.186387012473 -43660.024384300603 254052.03844572368 -19792.726499449007 -279355.23211206897 29696.298673691865 21331.449675852873 200030.1183084239 238397.01210937501 -8187.5504619650037 -34690.805712442663 -217371.01879021141 3574.0960115131584 104703.93087408812 -39003.918343098958 -202580.63851060779 125351.94224137932 14102.136562500002 183232.06710069446 -130441.91902521306 118243.59838569001 -133024.71620279949 27861.8537111927 -67923.34982287178 -129910.56695601852 58679.243453509225
leaf_weight=4053505 10017 43 128 23 1546 105 38 872 29 43 1718 46 56 3767 218 68 38 151 72 109 29 25 36 22 131 60 287 290 27 305
leaf_count=4053505 10017 43 128 23 1546 105 38 872 29 43 1718 46 56 3767 218 68 38 151 72 109 29 25 36 22 131 60 287 290 27 305
internal_value=0 -12.1737 -7343.02 -16490.7 -12781.6 12911.1 6286.45 11351.2 -94668.7 134950 7485.78 60073.7 100695 -15589.4 -32628.4 -44631.2 -138164 12334.3 58305 -103061 -52623.6 -162155 149797 64252.3 -7725.58 32436.8 42.8503 -12457.5 -11258 77203.9
internal_weight=0 4.06379e+06 10282 7083 6792 3199 2805 2671 134 81 2590 394 164 6628 2093 1652 106 441 223 291 157 134 114 58 4535 478 347 4057 50 351
internal_count=4073804 4063787 10282 7083 6792 3199 2805 2671 134 81 2590 394 164 6628 2093 1652 106 441 223 291 157 134 114 58 4535 478 347 4057 50 351
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=5 0 6 7 6 1 1 4 1 6 4 1 0 0 0 1 1 2 1 1 3 6 0 4 4 3 0 6 1 2
split_gain=2.45722e+13 2.18713e+14 1.86622e+14 2.11465e+14 2.13739e+14 2.80436e+14 2.0143e+14 1.98053e+14 1.82928e+14 3.42185e+14 2.20317e+14 1.60681e+14 1.59175e+14 1.53977e+14 1.66735e+14 1.5653e+14 1.49154e+14 1.48575e+14 1.92921e+14 1.96777e+14 1.60848e+14 2.36355e+14 1.50804e+14 1.55854e+14 1.48666e+14 1.44577e+14 1.34733e+14 1.33737e+14 1.28047e+14 1.24046e+14
threshold=3.5000000000000004 43.687280500000007 67.445000000000007 6.0000000000000009 97.020000000000024 30.370944000000005 49.095306150000006 14.500000000000002 33.882313700000005 114.05000000000001 4.5000000000000009 39.873894000000007 56.904718250000009 55.685785750000008 54.707511300000007 30.277905650000005 82.93515810000001 2851.5000000000005 82.911604200000014 82.918694400000007 6.5000000000000009 118.04500000000002 54.762682300000009 8.5000000000000018 9.5000000000000018 8.5000000000000018 55.303261650000003 149.05000000000004 30.315889700000003 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 28 11 -8 9 10 -4 13 16 14 -6 -15 -9 -10 25 20 21 -20 23 -21 -22 -19 -16 -17 -5 -3
right_child=1 2 3 4 6 -7 7 12 17 -11 -12 -13 -14 15 26 27 -18 18 19 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.222797621486023 20139.810521538893 -38256.754615641425 12115.87146503837 59889.806024764213 -595.18477966408386 16661.85648389054 52862.569404663533 31074.723048246327 2950.3562640746295 5237.9512914527777 -41152.694336157881 -63429.563510618049 -89299.372005208337 -46917.42121636786 -161984.70453301104 30113.294101237112 -30784.943846371301 -7801.5793368897903 -3710.7473395782772 4617.8019982297683 -126322.56606370193 189124.29645143074 5528.6915226199162 -33329.493364790214 97064.664286221596 -24547.216301478093 -46590.806996224266 -116238.08058894231 159149.62417927195 10296.541286229081
leaf_weight=3951417 4541 547 916 421 841 3292 1092 1086 23694 3820 5096 590 183 379 122 1585 608 34106 103 2013 65 166 13973 2341 55 6074 593 65 188 13832
leaf_count=3951417 4541 547 916 421 841 3292 1092 1086 23694 3820 5096 590 183 379 122 1585 608 34106 103 2013 65 166 13973 2341 55 6074 593 65 188 13832
internal_value=0 -1395.5 -2225.33 -3708.83 9368.63 28193.9 -910.98 19001 -5271.67 -18165.9 -33036.6 -15071.2 -698.925 -7112.59 -30778.3 11036.2 8872.43 -3736.66 -6426.87 1958.95 72339.4 115288 465.09 -15785.2 -23936.8 -10333 -66280.4 24347.9 90531.6 8449.5
internal_weight=0 122387 117846 103467 11045 3901 7144 2969 92422 9832 6012 4175 1877 3585 1556 2029 1694 82590 58896 18716 389 269 18327 4354 120 40180 715 1650 609 14379
internal_count=4073804 122387 117846 103467 11045 3901 7144 2969 92422 9832 6012 4175 1877 3585 1556 2029 1694 82590 58896 18716 389 269 18327 4354 120 40180 715 1650 609 14379
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 4 0 4 0 0 6 4 0 4 0 6 6 4 0 0 1 6 0 6 7 3 6 0 7
split_gain=2.48713e+13 1.70103e+14 1.00394e+15 4.83501e+14 6.4172e+14 1.48259e+15 6.13647e+14 5.92024e+14 4.01388e+14 4.95458e+14 3.67683e+14 3.66383e+14 5.35235e+14 3.6188e+14 3.34885e+14 3.12288e+14 3.22231e+14 3.10549e+14 2.91593e+14 2.83747e+14 5.62184e+14 3.81671e+14 2.61812e+14 2.57446e+14 2.94226e+14 2.73409e+14 2.51895e+14 2.43941e+14 2.43575e+14 2.25403e+14
threshold=37.682335600000009 37.631035900000008 55.685785750000008 55.775215600000003 55.710673100000008 6.0000000000000009 4.5000000000000009 55.702806750000008 8.5000000000000018 55.93962770000001 55.554045200000012 53.005000000000003 35.500000000000007 55.876067900000002 8.5000000000000018 55.728148450000006 84.00500000000001 68.515000000000015 22.500000000000004 55.743464250000009 55.721784200000009 37.649344350000007 83.820000000000007 55.883833400000007 73.41500000000002 6.0000000000000009 5.5000000000000009 81.02500000000002 55.749683450000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 7 6 -6 18 -5 11 -3 12 -10 -13 -12 -8 -17 -9 26 20 -7 -22 -16 25 -25 -15 27 -4 -18 -1
right_child=-2 2 3 8 5 19 15 17 9 -11 14 13 -14 23 22 16 28 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1444.5946679317021 -129.63686547324332 13977.832286512043 -8052.4407298749129 -31758.240889156437 244127.44555298681 256385.02190144861 -7403.3018724438125 -77520.073821032638 -4609.6810976355637 141797.63713635897 43278.282932947041 55958.389582079108 317371.85625000001 72004.878751738739 -42131.300794002746 64066.381988923196 41403.299121093754 36479.402376701495 -79670.120100866508 363257.69382878154 141886.76945586625 -264098.81260016025 39347.45252092593 12883.039863777321 125360.83969101426 -45960.914853788825 87221.408767960907 159407.20542929295 -396435.26990740746 -1937.6845712409422
leaf_weight=535342 3194464 2472 717 2067 147 288 1122 895 7211 304 564 2949 52 238 6234 2056 24 326 181 119 57 39 421 1191 289 1126 995 99 27 311788
leaf_count=535342 3194464 2472 717 2067 147 288 1122 895 7211 304 564 2949 52 238 6234 2056 24 326 181 119 57 39 421 1191 289 1126 995 99 27 311788
internal_value=0 470.944 7603.69 19185.3 40796.6 68173.5 44310 7744.96 9250.31 15595 -19308.5 12656.4 -2304.43 31413.7 -30706.8 35213.3 57907.2 -47082.9 41351.8 228338 186528 -23044.9 -36976.9 5962.78 34846.6 -25377.4 53447.3 12264.4 -190394 199.74
internal_weight=0 879340 32210 22519 7092 3879 3376 3213 15427 13360 9691 13056 7263 5793 7219 3229 2107 1221 1992 503 384 96 6655 2844 1480 1364 1811 816 51 847130
internal_count=4073804 879340 32210 22519 7092 3879 3376 3213 15427 13360 9691 13056 7263 5793 7219 3229 2107 1221 1992 503 384 96 6655 2844 1480 1364 1811 816 51 847130
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=1 4 2 0 4 2 0 0 5 6 7 5 0 6 0 6 4 6 6 2 6 0 0 4 4 6 4 7 6 6
split_gain=2.4191e+13 6.73721e+13 6.9289e+13 1.05369e+14 9.87291e+13 6.11876e+13 7.88923e+13 7.25346e+13 6.4644e+13 5.3859e+13 5.00607e+13 4.7092e+13 4.5602e+13 4.12847e+13 3.71327e+13 3.60029e+13 4.91067e+13 4.7461e+13 5.01213e+13 3.33783e+13 5.50285e+13 4.1219e+13 1.15944e+14 5.6807e+13 7.70059e+13 6.45754e+13 8.37206e+13 9.39242e+13 7.47003e+13 6.42691e+13
threshold=113.48479755000001 17.500000000000004 5325.0000000000009 50.556058150000005 10.500000000000002 9236.5000000000018 50.596941950000009 52.02416370000001 1.5000000000000002 74.615000000000009 6.0000000000000009 2.5000000000000004 63.565651350000003 76.605000000000004 57.719618750000002 65.805000000000021 9.5000000000000018 70.50500000000001 91.02500000000002 12544.500000000002 72.50500000000001 52.07762420000001 56.638205000000006 11.500000000000002 15.500000000000002 44.820000000000007 14.500000000000002 6.0000000000000009 74.615000000000009 51.805000000000007
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 3 4 10 6 8 13 -4 -6 11 -2 19 -7 -8 16 -13 -17 -19 21 -21 23 -23 -9 25 -25 -27 28 29 -28
right_child=1 -3 5 -5 9 7 14 12 -10 -11 -12 15 -14 -15 -16 17 -18 18 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-19.607033810048421 -3826.6622532486763 53679.616614520739 3921.1578390378563 -89998.151107136597 49040.431491815478 -6745.9847629515398 -83632.997382409798 12760.304110094929 45316.774306328509 230783.12910156252 72126.761197916669 -45899.625403929596 -94288.158547044848 -45403.195889261748 43668.506953125005 29401.458538967228 -150412.11835937502 -91164.933024434838 79713.288518415182 23900.601007123987 164366.20917338712 -51776.573817031749 2567.2974268565431 59615.566160534276 14134.672792802987 -17456.43733178711 -142098.79741030093 75986.194459416321 -206018.23611355634 23964.608612804877
leaf_weight=4047600 797 260 638 178 63 3788 97 7804 923 22 63 228 46 298 30 123 56 94 21 278 31 411 8768 62 608 325 54 26 71 41
leaf_count=4047600 797 260 638 178 63 3788 97 7804 923 22 63 228 46 298 30 123 56 94 21 278 31 411 8768 62 608 325 54 26 71 41
internal_value=0 3028.6 2521 -17341.1 -8525.17 3865.63 22231.5 2494.54 28397.9 96079.7 -14958.9 -19118.4 5154.55 -9565.33 -53561.8 -42466.2 -66507.7 -13777.9 -59961.1 5402.09 37992.6 4847.86 133.99 9660.29 -10720.9 -36821.4 -48386.4 -100742 -128422 -70429.3
internal_weight=0 26204 25944 1645 1467 24299 1688 22611 1561 85 1382 1319 18525 4086 127 522 284 238 115 18479 309 18170 9179 8991 1187 579 517 192 166 95
internal_count=4073804 26204 25944 1645 1467 24299 1688 22611 1561 85 1382 1319 18525 4086 127 522 284 238 115 18479 309 18170 9179 8991 1187 579 517 192 166 95
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 4 0 6 1 4 1 1 0 0 1 0 1 0 6 0 0 6 4 7 4 2 0 4 2 0
split_gain=2.39255e+13 2.70402e+14 2.60437e+14 1.88847e+14 3.00488e+14 2.16281e+14 3.38732e+14 1.7849e+14 1.77926e+14 1.61558e+14 1.57965e+14 3.677e+14 3.64294e+14 2.68031e+14 3.48805e+14 4.4046e+14 3.43766e+14 4.06716e+14 4.20179e+14 3.28173e+14 2.92926e+14 2.62895e+14 2.42687e+14 2.22616e+14 3.65907e+14 2.8304e+14 3.66596e+14 4.51448e+14 2.95556e+14 2.49637e+14
threshold=47.295021550000008 48.179569850000007 41.966773150000002 47.207933300000008 39.366401150000009 18.500000000000004 47.245981600000007 72.50500000000001 39.689978950000004 4.5000000000000009 38.989878900000008 38.977585500000011 45.109778000000006 45.059854000000009 38.97264950000001 45.047736150000013 38.958307950000012 45.047736150000013 65.410000000000011 45.040161900000008 45.036141150000006 45.305000000000007 24.500000000000004 6.0000000000000009 5.5000000000000009 3191.5000000000005 44.739668300000005 6.5000000000000009 10391.500000000002 45.073441650000007
decision_type=2 2 2 2 2 2 2 2 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 8 10 9 -6 -7 -8 -2 -5 11 13 22 14 16 20 17 -1 -19 21 -16 -18 -13 24 -12 26 27 -25 -27 -26
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 23 12 -14 -15 15 -17 19 18 -20 -21 -22 -23 -24 25 29 28 -28 -29 -30 -31
leaf_value=-564.37802872131692 -25176.087841875062 -26.3737226030497 -34795.210065941726 7784.0606968899565 7886.1742804649812 3030.9928264971732 -17931.598954487647 -70140.880111316801 -2753.1568753945467 -30959.725348345513 1818.781509592063 21853.204588668294 -18992.582268308219 6292.5902094734647 12184.402393179655 47702.462742683943 -5391.852473522843 -13338.623975898152 -74958.238782074419 -2128.3143607706766 -36349.211692178433 37724.454983796189 104315.79024923574 -2129.1172085991452 -2808.5122333211289 -11675.341935686258 3858.081364895635 44389.046952967939 21687.635200460805 -10482.286511711611
leaf_weight=101144 4157 3299643 3563 1536 82484 20399 4193 776 23796 3596 131496 11820 2307 63217 1522 860 1836 5586 1380 6751 6798 6155 368 3421 157385 16821 44273 5347 3153 58021
leaf_count=101144 4157 3299643 3563 1536 82484 20399 4193 776 23796 3596 131496 11820 2307 63217 1522 860 1836 5586 1380 6751 6798 6155 368 3421 157385 16821 44273 5347 3153 58021
internal_value=0 -114.426 -9333.24 513.26 4277.78 5402.74 -2672.16 -26085 -6087.76 -19363.8 -162.231 2078.89 17445.8 938.066 -1625.68 -20428.4 -220.664 -2174.04 -25545.8 14104.4 -27470.8 27818.1 24343 -1281.64 -2337.97 3737.09 7557.8 26239.1 -6408.82 -4875.49
internal_weight=0 3.33116e+06 31516 742645 112984 107852 25368 4969 27953 5132 629661 209744 14495 195249 132032 9180 122852 108110 6966 14742 8320 7991 12188 419917 346902 73015 53041 8768 19974 215406
internal_count=4073804 3331159 31516 742645 112984 107852 25368 4969 27953 5132 629661 209744 14495 195249 132032 9180 122852 108110 6966 14742 8320 7991 12188 419917 346902 73015 53041 8768 19974 215406
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=0 5 6 5 1 1 7 4 6 6 1 6 6 4 6 4 3 1 4 4 4 0 1 1 1 1 0 0 0 0
split_gain=2.73795e+13 1.17238e+14 1.0097e+14 9.11411e+13 7.86315e+13 7.78471e+13 1.20753e+14 6.78954e+13 8.16234e+13 6.51618e+13 6.2851e+13 6.25311e+13 7.81351e+13 6.02538e+13 5.95567e+13 5.08297e+13 4.90478e+13 4.1905e+13 4.19033e+13 4.15445e+13 3.94978e+13 3.91274e+13 2.37467e+14 1.94088e+14 4.88156e+14 3.01543e+14 3.91569e+14 5.58816e+14 5.01828e+14 2.9595e+14
threshold=43.051287600000009 2.5000000000000004 65.410000000000011 1.5000000000000002 47.800771000000005 47.256487700000001 6.0000000000000009 13.500000000000002 156.15000000000003 79.710000000000022 47.899251850000006 156.15000000000003 247.90000000000001 6.5000000000000009 168.45000000000002 10.500000000000002 3.5000000000000004 44.628646350000004 11.500000000000002 7.5000000000000009 16.500000000000004 45.001720900000002 43.80299105000001 39.908802000000009 39.749243900000003 40.377616600000003 43.550475500000012 44.249882500000005 43.687280500000007 43.472751400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 18 -6 16 -13 -10 -15 -5 -7 -3 -4 -11 -9 22 23 24 -2 26 29 28 -28 -25
right_child=21 4 9 15 10 6 7 20 13 19 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-4128.9983597001801 -910.84914889177878 -39376.02651996613 -13571.131308887052 8990.2851945226921 -82110.11181030274 39669.045861809689 1743.1330118444521 -65795.925976562503 -16789.481112132355 -20733.510307455508 -5672.3109409411518 125382.82244873047 -51561.167137096782 12789.792730978261 208498.43304443359 38103.698729265561 18267.998803721617 3620.0408633919783 -37306.815263426775 6264.0263581713007 27743.450239857455 50.1451160730075 -17167.044168553643 13476.175890293373 -22659.348983003107 902.99289676689648 72681.740031475711 -8244.2860493110329 242566.05216985743 -107607.19159307066
leaf_weight=7474 132117 256 2776 6372 128 1817 1647 217 34 755 674 128 31 23 48 662 2608 1979 1016 2326 57 3832577 9083 8129 11195 47562 967 727 212 207
leaf_count=7474 132117 256 2776 6372 128 1817 1647 217 34 755 674 128 31 23 48 662 2608 1979 1016 2326 57 3832577 9083 8129 11195 47562 967 727 212 207
internal_value=0 2959.21 -1169.74 3560.15 12110.4 14828.9 20284.1 -46.4716 7193.03 -11153.9 -17871.9 29269.7 90884.3 92678.5 145100 11730.3 27055.7 -1304.79 -19930.7 -351.728 -46337 -22.7117 -1351.12 -636.822 -2609.76 4254.64 19819.1 60710.2 103229 10469.4
internal_weight=0 31028 21381 14508 9647 8845 6610 2026 1752 6873 802 4584 159 105 71 7034 4425 2235 3792 3081 274 4.04278e+06 210199 201116 143312 57804 10242 1906 1179 8336
internal_count=4073804 31028 21381 14508 9647 8845 6610 2026 1752 6873 802 4584 159 105 71 7034 4425 2235 3792 3081 274 4042776 210199 201116 143312 57804 10242 1906 1179 8336
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 4 6 1 0 0 1 4 5 1 0 1 6 6 4 4 6 4 1 6 2 4 1 4 4
split_gain=2.30929e+13 2.76567e+14 3.46269e+14 4.46126e+14 2.62851e+14 1.86168e+14 1.48348e+14 1.31967e+14 1.31401e+14 3.3507e+14 5.39725e+14 2.49437e+14 4.91547e+14 2.40782e+14 2.28322e+14 4.6413e+14 2.89705e+14 3.35347e+14 3.75386e+14 5.73039e+14 2.95308e+14 2.57186e+14 2.52358e+14 2.08351e+14 2.06276e+14 1.96615e+14 2.15475e+14 2.51804e+14 1.917e+14 1.7691e+14
threshold=47.245981600000007 47.222459950000008 39.689978950000004 39.763755750000009 5.5000000000000009 39.718675700000013 14.500000000000002 89.00500000000001 39.712886600000012 44.249882500000005 44.601833250000006 39.689978950000004 7.5000000000000009 2.5000000000000004 39.908802000000009 43.6005307 39.763755750000009 64.015000000000015 63.855000000000011 22.500000000000004 8.5000000000000018 39.505000000000003 12.500000000000002 39.718675700000013 67.91500000000002 3999.0000000000005 18.500000000000004 39.939672500000007 5.5000000000000009 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 8 -3 4 -4 -6 -5 -7 11 13 -11 -1 -13 14 15 16 17 18 22 -20 -18 -17 23 -10 -12 26 -16 -28 -23 -15
right_child=-2 2 3 6 5 7 -8 -9 9 10 24 12 -14 29 25 21 20 -19 19 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=618.85888627763825 -108.0534975583782 -3364.5059829004858 6697.8276809346853 9898.7580936893246 21824.255404459847 40004.876244975785 -13239.111858244101 84024.212834186503 130547.07632743364 -70534.487828988029 -3940.2531016757175 -5492.7678577645229 54555.862484822377 6811.8235838176233 7873.5045207674157 -10862.56777300228 969.36231758558642 53505.751514852374 -35884.430052832737 -436644.93505859375 -50444.689063749349 -20564.162338302653 35881.953769761814 -6291.5694466389969 -18481.333785572271 -3000.0432040337068 154042.2065078564 -173687.66675347224 -65074.628178325453 46205.68704614124
leaf_weight=465573 3378038 16953 5785 5788 7001 4516 5316 802 113 1359 49240 2971 2519 30659 21787 3520 2526 1427 139 48 2003 1583 1996 7267 12166 38831 178 27 2489 1184
leaf_count=465573 3378038 16953 5785 5788 7001 4516 5316 802 113 1359 49240 2971 2519 30659 21787 3520 2526 1427 139 48 2003 1583 1996 7267 12166 38831 178 27 2489 1184
internal_value=0 524.614 8003.82 14602.3 24281.3 32538.4 -1178.41 46643.4 -6.85891 -2317.03 -8200.72 868.74 22059.6 872.639 -1936.28 -10397.4 -485.529 8285.46 1537.64 -138753 -21769.1 -30658.6 4335.68 -4196.34 -6821.19 1278.72 8833.67 110878 -47771.1 8276.58
internal_weight=0 695766 46161 29208 18104 12319 11104 5318 649605 178542 62765 471063 5490 115777 83934 23111 15519 10990 9563 187 4529 7592 9376 7380 61406 60823 21992 205 4072 31843
internal_count=4073804 695766 46161 29208 18104 12319 11104 5318 649605 178542 62765 471063 5490 115777 83934 23111 15519 10990 9563 187 4529 7592 9376 7380 61406 60823 21992 205 4072 31843
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=6 5 4 1 6 0 0 1 1 1 0 1 0 1 4 6 0 1 1 2 6 1 1 6 6 4 1 1 0 1
split_gain=2.54069e+13 8.81604e+13 8.80021e+13 1.16071e+14 1.26975e+14 1.15062e+14 1.07073e+14 9.94111e+13 2.64452e+14 1.91989e+14 1.02577e+14 1.13307e+14 1.50911e+14 1.00976e+14 9.4986e+13 1.37306e+14 9.2209e+13 1.08143e+14 8.98785e+13 8.90326e+13 8.89277e+13 1.64977e+14 1.36257e+14 9.42869e+13 8.69852e+13 8.65384e+13 8.52008e+13 1.09399e+14 1.43692e+14 9.55061e+13
threshold=112.00500000000001 3.5000000000000004 4.5000000000000009 30.242318500000007 125.02000000000002 59.898927250000007 59.699368850000006 82.901648750000021 83.011163250000024 82.825258850000026 43.687280500000007 65.593879100000024 55.061158000000006 39.712886600000012 8.5000000000000018 149.05000000000004 60.064438250000002 30.205407000000005 30.084656550000002 4395.5000000000009 125.02000000000002 30.410676000000006 20.507515800000004 138.05000000000004 116.05000000000001 3.5000000000000004 37.318079750000003 49.030112300000006 56.067362750000008 61.29689960000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 13 20 -13 -2 18 -16 17 -7 -6 -18 22 23 24 -22 -12 -8 -23 -28 29 -29
right_child=1 -3 3 -5 14 16 25 8 -10 -11 11 12 -14 -15 15 -17 19 -19 -20 -21 21 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=32.651747037725727 190973.42780330882 1798.4750726394775 -2159.214274521315 -5125.5381182059828 73044.492035858857 -218300.79637192236 -58503.144836956519 116452.5304497613 -57730.694011187137 -242135.063203125 -55701.080803571436 -66394.3118314616 237288.77923177087 10394.453792552235 61899.270578342017 -78412.523096177189 199060.36499999999 -67102.229758841699 227538.05305232562 -49884.746086090687 -303556.63732638891 67574.482509624097 -21572.931732177734 -101261.92329101563 182950.52829241072 174450.44230205831 -66751.037915039065 15318.768155958847 -92681.065968750001 178945.06628989361
leaf_weight=4005334 34 33107 865 30520 303 66 23 180 169 40 21 30 36 347 216 103 20 167 43 51 36 69 780 64 56 52 777 148 100 47
leaf_count=4005334 34 33107 865 30520 303 66 23 180 169 40 21 30 36 347 216 103 20 167 43 51 36 69 780 64 56 52 777 148 100 47
internal_value=0 -1910.05 -5381.99 -3778.12 23099.8 -20897.8 -14974.3 -17990.3 32105.9 -24753.8 -21337.2 -29761.1 99251 26509.1 55955.4 16594.8 -79529.1 -109931 92244.6 20240.6 -33819.6 -50928.5 -9044.78 -174088 117864 103011 -40134.5 -47067.2 4777.93 54756.9
internal_weight=0 68470 35363 32050 1530 3313 3009 2934 349 2585 2545 2164 66 381 665 319 304 233 346 71 2098 1241 857 100 77 75 1141 1072 295 195
internal_count=4073804 68470 35363 32050 1530 3313 3009 2934 349 2585 2545 2164 66 381 665 319 304 233 346 71 2098 1241 857 100 77 75 1141 1072 295 195
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=6 7 4 0 5 0 0 6 2 4 1 3 2 0 3 4 6 6 4 6 5 1 6 1 0 1 4 0 6 4
split_gain=2.46758e+13 3.49039e+13 5.41272e+13 4.76785e+13 4.07612e+13 4.22154e+13 3.48757e+13 3.28747e+13 8.21919e+13 1.11866e+14 1.85074e+14 2.36534e+14 1.63271e+14 5.18604e+14 1.98472e+14 1.97038e+14 2.02034e+14 1.87993e+14 1.48498e+14 1.88181e+14 1.66044e+14 1.46578e+14 1.1875e+14 1.07942e+14 2.00586e+14 2.33578e+14 2.12042e+14 1.92708e+14 1.43425e+14 1.28299e+14
threshold=247.90000000000001 6.0000000000000009 12.500000000000002 55.303261650000003 5.5000000000000009 55.539595350000006 44.046956350000009 112.00500000000001 2875.5000000000005 3.5000000000000004 39.939672500000007 1.5000000000000002 2865.5000000000005 56.309668500000008 1.5000000000000002 9.5000000000000018 118.04500000000002 156.15000000000003 11.500000000000002 120.05000000000001 3.5000000000000004 39.843340650000009 142.05000000000004 82.906746050000024 54.810424650000009 83.754481100000007 5.5000000000000009 53.310923100000004 142.05000000000004 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=7 4 3 -3 -2 6 -6 -1 9 10 11 -9 -11 17 -15 16 -16 -14 19 -17 -20 -13 -21 -10 25 26 -25 -28 -29 -26
right_child=1 2 -4 -5 5 -7 -8 8 23 12 -12 21 13 14 15 18 -18 -19 20 22 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=29.386573561835629 9517.3645486904425 34146.392695538292 -73740.824298632811 -71308.061451480258 127795.12884615385 135337.24858774038 -4375.347374636628 57638.505310494562 -8374.7623291509572 1745.961275401005 -75135.08346792763 -38769.125317932994 -16086.611358920678 -161265.63906250001 -35510.899379280825 118368.5018109238 141957.53756228124 -166367.74884314905 169035.01613555374 -167750.45637571841 -12663.993159722224 87282.412685643576 29519.342154255319 -15116.9831469567 39716.605049316022 839.18920106749613 130856.32902644231 -96210.693042528757 -235663.47307207665 5002.8927587503304
leaf_weight=4005334 2674 173 125 57 26 52 86 448 28239 23555 475 1065 417 34 73 57 529 104 114 87 90 101 47 306 1261 1104 26 182 124 6839
leaf_count=4005334 2674 173 125 57 26 52 86 448 28239 23555 475 1065 417 34 73 57 529 104 114 87 90 101 47 306 1261 1104 26 182 124 6839
internal_value=0 8787.51 -20774.2 8012.03 12485.3 60877.6 26307.1 -6.89295 -2232.97 1965.94 -20268.4 -4121.16 3815.92 35232.1 76324.5 84426.9 120437 -46085.1 29545.2 -33821.3 88873.7 -27850.4 -98558.8 -5231.67 3786.6 -26997.5 -75166.4 -130513 -152721 10407.1
internal_weight=0 3193 355 230 2838 164 112 4.07061e+06 65277 27196 2089 1614 25107 1552 1031 997 602 521 395 191 204 1166 134 38081 9842 1742 638 332 306 8100
internal_count=4073804 3193 355 230 2838 164 112 4070611 65277 27196 2089 1614 25107 1552 1031 997 602 521 395 191 204 1166 134 38081 9842 1742 638 332 306 8100
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 0 0 0 1 1 4 1 4 0 0 1 1 1 6 0 5 4 6 6 6 7 5 4 1 0
split_gain=2.36907e+13 3.09486e+14 3.95943e+14 3.07836e+14 2.63675e+14 2.30755e+14 2.16926e+14 4.70157e+14 3.70826e+14 4.61123e+14 4.90365e+14 4.1629e+14 4.75343e+14 3.08784e+14 4.87795e+14 6.28896e+14 4.16674e+14 3.86397e+14 3.31026e+14 4.596e+14 7.87224e+14 3.37947e+14 2.60073e+14 2.33881e+14 2.2661e+14 2.2547e+14 2.15472e+14 2.146e+14 2.91238e+14 2.11654e+14
threshold=56.782540950000005 56.385857200000011 4829.0000000000009 2691.5000000000005 5.5000000000000009 61.78914120000001 56.128722100000005 56.067362750000008 47.899251850000006 43.932356550000009 20.500000000000004 43.997056950000008 24.500000000000004 56.342669500000007 56.309668500000008 44.064675150000006 43.997056950000008 43.997056950000008 59.815000000000005 56.324067350000007 1.5000000000000002 8.5000000000000018 87.395000000000024 69.015000000000015 77.565000000000012 6.0000000000000009 2.5000000000000004 9.5000000000000018 39.777866350000004 56.148747500000006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -1 9 23 13 12 -12 14 -11 17 -15 -16 -19 25 -21 -22 -9 -8 -14 -20 -13 28 -6 -25
right_child=4 2 -4 -5 27 -7 8 22 -10 10 11 26 24 16 15 -17 -18 18 19 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=14.314239302095599 4132.3966915832507 -11939.508585973834 -2656.8238132277638 -42967.415285127565 -8394.1361342804921 -7511.6194537987576 2329.562733700267 -8896.4647846891767 -13153.794611567073 11244.529923313899 -15967.165003460637 -25058.78001288716 88635.865270726543 34299.603730714785 20705.546139110564 -61668.841822475326 -59713.088304129327 35187.752251531412 73923.770411075748 561898.48388888896 191718.19418493472 34899.43224751878 -53199.872971791927 72311.327502065804 297677.92308467743 -20099.212892368862 -88793.234455131838 528.1350574572856 -116.23718800074403 -19489.253350315044
leaf_weight=2958794 225322 12046 60481 4353 73453 18410 53933 44161 11296 33625 707 2283 317 774 5255 638 1206 3057 1925 45 335 233 1366 260 62 294 691 450237 100865 7380
leaf_count=2958794 225322 12046 60481 4353 73453 18410 53933 44161 11296 33625 707 2283 317 774 5255 638 1206 3057 1925 45 335 233 1366 260 62 294 691 450237 100865 7380
internal_value=0 -125.508 -6393.7 -20175.6 463.347 3252.88 28.5203 -140.862 4121.95 5848.61 12836.5 -20517.4 32472.2 15694.2 17379.8 34889.5 -22962.7 40417.6 58007.4 82640.1 159286 127389 -10225.8 9.91607 122833 61466.5 -39867.3 -625.266 -3604.33 -16365.1
internal_weight=0 3.20552e+06 76880 16399 868287 243732 3.12864e+06 3.00432e+06 124316 113020 51447 4060 1086 47387 45407 11782 1980 11144 5889 2832 613 568 45527 61573 379 2219 2974 624555 174318 7640
internal_count=4073804 3205517 76880 16399 868287 243732 3128637 3004321 124316 113020 51447 4060 1086 47387 45407 11782 1980 11144 5889 2832 613 568 45527 61573 379 2219 2974 624555 174318 7640
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 0 6 4 1 0 6 0 4 7 3 0 4 6 0 1 3 4 6 1 7 0 6 4 4 4
split_gain=2.54783e+13 9.42077e+13 7.05646e+13 2.26763e+14 2.86906e+14 6.05177e+14 3.13302e+14 3.77723e+14 2.45497e+14 6.38461e+14 1.75073e+14 1.69896e+14 2.29836e+14 1.36688e+14 1.36375e+14 1.30559e+14 2.26766e+14 2.4313e+14 1.54737e+14 3.60218e+14 2.33123e+14 1.60501e+14 2.14497e+14 1.98711e+14 1.50937e+14 1.32246e+14 1.19371e+14 1.23414e+14 1.18226e+14 1.92596e+14
threshold=83.658467900000019 4.5000000000000009 83.000013850000016 54.724612400000005 54.942865800000007 54.810424650000009 80.030000000000015 8.5000000000000018 83.086354900000018 54.86311005000001 50.995000000000012 55.055052800000006 3.5000000000000004 6.0000000000000009 9.5000000000000018 54.973017600000006 7.5000000000000009 94.02500000000002 55.029726000000004 83.00362155000002 1.5000000000000002 15.500000000000002 76.605000000000004 83.050033500000012 6.0000000000000009 54.988402950000008 100.05000000000001 5.5000000000000009 16.500000000000004 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=2 -2 -1 -4 5 26 8 -8 13 10 -10 14 -13 -7 15 -6 25 18 19 24 -21 22 -22 -24 -18 -17 -5 -28 29 -11
right_child=1 -3 3 4 11 6 7 -9 9 28 -12 12 -14 -15 -16 16 17 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=53.02264108588961 -4854.2426980709752 1763.3107273367809 -18381.853313559492 -4432.8859087403789 -19178.508834535503 -11110.769162364624 -1125.325072085732 123889.38405607291 62430.110426055944 -7076.5199089819325 134325.51254994568 10237.852586580602 -39147.765794627914 48027.744262587039 -8526.6542104199798 -11462.113095742036 -8813.4404025193598 -66605.96159340725 -4958.2373728271941 -4558.9640390959275 14161.335617489884 -3914.4428270568696 30300.210781061476 106569.5540483146 492.47357162354393 23233.503377847264 -10520.849391826923 -103870.92448331673 -11844.827094681819 38301.452143544666
leaf_weight=3601077 24142 197514 7875 10408 3829 2665 380 664 839 1379 568 1435 2745 458 26740 1349 26870 567 63991 9385 22533 4428 1295 464 49606 5918 325 251 1197 2907
leaf_count=3601077 24142 197514 7875 10408 3829 2665 380 664 839 1379 568 1435 2745 458 26740 1349 26870 567 63991 9385 22533 4428 1295 464 49606 5918 325 251 1197 2907
internal_value=0 1042.55 -59.9892 -1680.9 -1140.1 9739.77 26255.1 78385.9 20819.7 31361.6 91454 -2224.43 -22193.6 -2437.88 -1839.72 -899.789 -524.322 -1226.81 -1019.22 1180.63 9123.88 13595.1 16786.8 50419 -2777.18 16792.8 -6885.32 -51199.4 15941.2 23701.3
internal_weight=0 221656 3.85215e+06 251071 243196 22041 11057 1044 10013 6890 1407 221155 4180 3123 216975 190235 186406 179139 178572 114581 38105 28720 24292 1759 76476 7267 10984 576 5483 4286
internal_count=4073804 221656 3852148 251071 243196 22041 11057 1044 10013 6890 1407 221155 4180 3123 216975 190235 186406 179139 178572 114581 38105 28720 24292 1759 76476 7267 10984 576 5483 4286
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=0 1 4 5 0 1 2 2 1 2 1 1 6 0 1 4 7 4 6 6 1 0 5 1 6 6 4 0 1 0
split_gain=2.42417e+13 1.31767e+14 9.51353e+13 8.51048e+13 7.16236e+13 1.83987e+14 1.59524e+14 1.83436e+14 1.37078e+14 1.63021e+14 7.698e+13 7.33877e+13 8.6058e+13 8.04036e+13 1.20316e+14 9.92906e+13 6.56612e+13 8.305e+13 6.94871e+13 6.40316e+13 5.95064e+13 5.47082e+13 5.40223e+13 5.36469e+13 5.33941e+13 5.27375e+13 8.88177e+13 4.93795e+13 2.97233e+14 5.82103e+14
threshold=60.753246850000004 30.509101000000005 2.5000000000000004 1.5000000000000002 61.686687400000004 50.298521650000005 6426.0000000000009 8009.5000000000009 59.999510900000011 4395.5000000000009 118.02765200000002 34.382014200000008 76.00500000000001 63.565651350000003 33.882313700000005 8.5000000000000018 6.0000000000000009 13.500000000000002 149.05000000000004 112.00500000000001 49.692247900000005 63.565651350000003 3.5000000000000004 39.939672500000007 86.920000000000016 63.415000000000006 8.5000000000000018 59.963561900000009 30.370944000000005 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 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 -5 8 19 20 24 11 13 -13 15 -15 -9 18 -18 -7 23 -6 -12 -17 -8 -10 -25 -27 -1 -29 -30
right_child=1 2 3 4 6 16 7 10 9 -11 21 12 -14 14 -16 22 17 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=40.190686729949853 -46344.787187635877 -12032.390868362985 -2308.9489058646463 -53191.741578423331 -96067.599713331671 21482.6445835716 69382.41535524046 19637.776472857673 7924.47648741394 -43542.341047773356 24276.88693855764 -5096.0546185432604 -63970.592569116125 3914.2697387313842 -74103.640481930182 -9629.6405527347815 -42439.521985275467 29436.755527131452 -74016.373682908888 199854.90351562502 2281.5370480769066 -118894.01961805555 30633.406076420433 15481.187698179549 -85058.127091346163 143670.42629774308 35982.925186127541 1308.2266327901252 -33177.201416855394 -3455.5777189948285
leaf_weight=3866640 557 4152 16224 383 62 7256 385 4865 1238 1731 2322 2961 271 640 286 2399 385 276 77 24 7962 27 387 1140 65 90 514 100924 7825 41736
leaf_count=3866640 557 4152 16224 383 62 7256 385 4865 1238 1731 2322 2961 271 640 286 2399 385 276 77 24 7962 27 387 1140 65 90 514 100924 7825 41736
internal_value=0 2053.66 2534 3697.74 6424 14514.9 3947.55 10233.7 -5324.71 -23431.1 6098.19 2809.51 -10032.6 7648.7 -20182 11017 17758.8 -12427.6 20479.9 37428.2 1521.61 22631.2 -4036.75 35597.2 3286.05 28138.8 52029.1 -28.9758 -1806.17 -8148.21
internal_weight=0 56679 56122 51970 35746 8377 27369 16311 11058 3034 14158 11809 3232 8577 926 7651 7994 661 7333 2153 8024 2349 2786 2129 1303 1744 604 4.01712e+06 150485 49561
internal_count=4073804 56679 56122 51970 35746 8377 27369 16311 11058 3034 14158 11809 3232 8577 926 7651 7994 661 7333 2153 8024 2349 2786 2129 1303 1744 604 4017125 150485 49561
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 0 4 4 6 0 0 0 6 6 7 1 6 5 5 3 4 1 1 0 0 1 1 1 6 4
split_gain=2.70674e+13 3.03906e+14 5.55593e+14 3.34728e+14 3.2712e+14 5.46078e+14 5.57364e+14 2.44636e+14 2.32184e+14 2.46799e+14 3.73577e+14 2.53093e+14 2.24153e+14 1.89332e+14 1.87948e+14 2.85437e+14 2.74296e+14 2.44326e+14 2.1926e+14 2.18812e+14 2.81315e+14 2.25504e+14 4.3685e+14 5.32007e+14 1.05439e+15 5.94518e+14 2.85042e+14 1.05691e+15 2.98089e+14 2.52745e+14
threshold=37.649344350000007 37.631035900000008 35.500000000000007 55.696737300000009 55.775215600000003 55.721784200000009 11.500000000000002 22.500000000000004 52.990000000000002 55.876067900000002 55.883833400000007 55.79439725000001 72.020000000000024 77.565000000000012 6.0000000000000009 37.618684050000006 79.710000000000022 2.5000000000000004 3.5000000000000004 8.5000000000000018 24.500000000000004 37.46219940000001 37.475446350000006 55.753967500000009 55.81943720000001 37.618684050000006 37.586700500000006 37.517483500000004 54.710000000000008 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 14 3 13 5 6 -5 -8 -6 11 -11 -10 -12 -3 15 -1 18 -18 -17 21 -21 -16 -23 29 26 -26 27 -25 -28 -24
right_child=-2 2 -4 4 8 -7 7 -9 9 10 12 -13 -14 -15 19 16 17 -19 -20 20 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=1616.4646452298359 -133.62565977502604 -17045.175129540359 337479.69849646231 -72966.906237792966 -1647.4140552481747 119227.19952795641 65657.836235299343 -189111.51059695514 -55948.542408376969 -29733.475779803244 27564.006455182018 64618.236201538275 148851.38829904943 65545.831111762527 -2434.4486164271916 -13630.291956218323 -359920.2348948759 -78499.492322510501 -284746.14049479167 4067.1800233727186 -5687.8341349038128 -39751.45010986233 -2310.7978215692278 -90210.635575883847 -11151.235346474838 65662.598691354186 -49711.312268896014 67079.962307704976 -113728.97736602643 27223.679370464299
leaf_weight=529688 3210903 3871 53 460 4890 848 1122 39 191 1215 611 1969 203 299 139443 5257 34 333 30 100076 41956 4764 9649 1068 5810 1219 1648 712 1302 4141
leaf_count=529688 3210903 3871 53 460 4890 848 1122 39 191 1215 611 1969 203 299 139443 5257 34 333 30 100076 41956 4764 9649 1068 5810 1219 1648 712 1302 4141
internal_value=0 497.229 14251.4 13161.5 21930.7 54205.2 20190 57099.7 13153.8 30431.9 5388.01 53957 57811.4 -11123.2 241.167 1377.9 -20971.8 -104571 -15168.7 -1710.61 1185.57 -4133.79 -11950.9 -6767.11 -22393.9 2170.16 -58897.1 -27294.4 -77965.9 6558.11
internal_weight=0 862901 15771 15718 11548 2469 1621 1161 9079 4189 2029 2160 814 4170 847130 535342 5654 367 5287 311788 142032 169756 30313 25549 11759 7029 4730 1780 2950 13790
internal_count=4073804 862901 15771 15718 11548 2469 1621 1161 9079 4189 2029 2160 814 4170 847130 535342 5654 367 5287 311788 142032 169756 30313 25549 11759 7029 4730 1780 2950 13790
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 0 0 0 0 0 1 7 4 5 1 1 1 0 1 1 0 4 4 5 2 4 0 7 0
split_gain=2.52277e+13 1.09135e+14 1.04385e+14 9.25541e+13 1.10452e+14 2.09155e+14 9.24313e+13 1.20362e+14 1.08338e+14 9.19836e+13 1.61214e+14 1.56388e+14 1.84897e+14 1.42384e+14 1.73315e+14 1.99618e+14 1.2366e+14 1.16169e+14 9.97619e+13 2.17082e+14 1.41132e+14 9.96675e+13 1.31106e+14 9.23173e+13 1.08785e+14 9.22212e+13 1.10769e+14 1.48549e+14 1.04791e+14 9.07481e+13
threshold=41.990000000000002 44.010000000000012 30.472130500000002 30.242318500000007 30.410676000000006 37.343102500000008 59.963561900000009 59.898927250000007 59.933037250000005 55.660117850000006 57.205086850000008 38.011626600000007 6.0000000000000009 17.500000000000004 1.5000000000000002 37.503969450000007 39.735861600000007 37.804148700000006 55.568628050000008 37.475446350000006 37.442254400000003 55.60524465000001 22.500000000000004 23.500000000000004 1.5000000000000002 1250.5000000000002 18.500000000000004 55.462387050000011 6.0000000000000009 55.390026600000006
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 -6 7 -2 -9 11 13 12 17 -11 -15 -16 -12 -7 19 20 -14 25 -23 24 -21 26 28 -28 29 -13
right_child=1 -3 -4 4 5 9 -8 8 -10 10 16 21 18 14 15 -17 -18 -19 -20 23 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4641.6602001376186 4132.4010139424236 54.308950491151393 -2393.4204249042768 4790.0291157973033 -4090.9988986387057 -6404.3119931397559 -4692.8759690984889 43711.776320503275 8818.5785316574274 1760.8389104815826 -18240.136333560964 2833.8579000210584 -491.47151325890081 5994.0733061732753 100053.41365992362 20806.279817214217 -1544.6791400348138 -21434.037388641562 9970.3557547669334 -4105.1541077855663 -48803.20635523137 -11077.741005729655 -84776.973113711982 23486.791041201548 42835.79843072348 373.99278789387699 161611.61985085229 -25232.856554042002 52358.667716536991 20314.784265342445
leaf_weight=36005 9886 2435446 295948 57311 99730 37500 6523 1711 1854 294951 4807 8129 1005 60097 382 1893 57548 5960 10238 8041 1518 2936 263 1836 526 625156 44 1292 589 4679
leaf_count=36005 9886 2435446 295948 57311 99730 37500 6523 1711 1854 294951 4807 8129 1005 60097 382 1893 57548 5960 10238 8041 1518 2936 263 1836 526 625156 44 1292 589 4679
internal_value=0 -172.525 -1921.19 358.943 498.902 298.816 5075.69 9812.91 25565.4 686.456 1860.05 -7.52919 -4619.44 2678.79 7019.7 34112.8 -2831.75 -8465.45 2596.41 -3244.11 -29558.9 470.265 -17136.8 3137.93 -1223.06 558.288 8378.38 -19079.3 11116.6 9219.96
internal_weight=0 2.75137e+06 315922 1.32244e+06 1.28643e+06 1.22912e+06 19974 13451 3565 1.12939e+06 419678 709712 66624 357323 62372 2275 62355 43460 23164 12926 2523 643088 3199 10403 8567 639889 14733 1336 13397 12808
internal_count=4073804 2751368 315922 1322436 1286431 1229120 19974 13451 3565 1129390 419678 709712 66624 357323 62372 2275 62355 43460 23164 12926 2523 643088 3199 10403 8567 639889 14733 1336 13397 12808
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=4 4 7 5 6 1 1 3 2 6 5 1 7 0 1 6 0 0 4 3 7 5 1 4 0 1 1 0 0 0
split_gain=2.53807e+13 1.19669e+14 1.42643e+14 1.51174e+14 3.92043e+14 6.26413e+14 3.39415e+14 1.86045e+14 1.31331e+14 1.26048e+14 4.25639e+14 1.71339e+14 2.85097e+14 2.25983e+14 2.69878e+14 2.02897e+14 1.80069e+14 1.44154e+14 1.41987e+14 1.38197e+14 1.46727e+14 2.90269e+14 2.71688e+14 5.05645e+14 3.60982e+14 4.05223e+14 2.75367e+14 2.74745e+14 3.50578e+14 3.06675e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 2.5000000000000004 72.50500000000001 30.438492500000006 30.330566300000005 9.5000000000000018 11293.500000000002 71.715000000000018 2.5000000000000004 37.503969450000007 6.0000000000000009 55.753967500000009 37.631035900000008 53.995000000000012 55.866549750000011 55.897267000000006 16.500000000000004 20.500000000000004 6.0000000000000009 2.5000000000000004 37.503969450000007 17.500000000000004 55.622114900000007 37.401708450000008 37.702956500000006 55.753967500000009 55.579943700000008 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 -3 12 15 -13 16 17 -15 -12 -17 20 21 -11 23 -22 -25 -26 27 28 -24 -29
right_child=1 9 3 4 7 -7 -8 -9 -10 19 11 13 -14 14 -16 18 -18 -19 -20 -21 22 -23 26 24 25 -27 -28 29 -30 -31
leaf_value=193.15311811012248 -4659.6034543989308 62.550577309191937 -932.95808994943764 74523.302311972977 -5832.4967083179727 17212.386585471413 243304.88853792177 32350.161445728794 -69319.313866799974 -8416.6628469337575 73750.120104980466 13080.736698633462 35298.510698865597 -83653.165201208045 508.3925722977956 -4169.5122799114288 -3435.9081198720255 -56485.941097565315 31894.662081760798 7231.1414389387373 -29918.790415040497 1882.5987989773685 9705.5059171532612 -67238.833778782908 -5013.2493366160206 45137.062066416926 -4626.5342512696934 -91174.728865212121 70513.902694040255 5313.5078503004152
leaf_weight=2547999 112764 1050780 39625 252 5220 1100 226 1689 315 35747 96 19392 6172 675 10763 2411 478 741 1995 15465 11503 116697 2410 817 13475 1830 65899 351 1563 5354
leaf_count=2547999 112764 1050780 39625 252 5220 1100 226 1689 315 35747 96 19392 6172 675 10763 2411 478 741 1995 15465 11503 116697 2410 817 13475 1830 65899 351 1563 5354
internal_value=0 -322.554 -2899.33 1661.24 13773.3 58745.5 154324 3501.78 -4839.72 -18.1799 460.37 10244.8 20732.7 6420.89 -4417.29 3585.94 -50397.4 -41548.5 12160 -1948.37 -2503.67 -532.503 -5415.37 -13902 -2474.06 983.162 -2313.33 13437.7 33627.9 -622.929
internal_weight=0 1.5258e+06 161191 48112 8487 1578 478 6909 113079 1.36461e+06 1.0935e+06 42723 11415 31308 11916 5243 1153 837 4406 271111 255646 152444 103202 27625 16122 15305 75577 9678 3973 5705
internal_count=4073804 1525805 161191 48112 8487 1578 478 6909 113079 1364614 1093503 42723 11415 31308 11916 5243 1153 837 4406 271111 255646 152444 103202 27625 16122 15305 75577 9678 3973 5705
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 6 0 1 7 1 1 6 3 3 5 0 0 3
split_gain=2.82219e+13 1.64216e+14 2.63238e+14 2.558e+14 2.06343e+14 1.93877e+14 1.93642e+14 5.39358e+14 1.92092e+14 1.7377e+14 3.08364e+14 4.6436e+14 2.56426e+14 4.27436e+14 2.94062e+14 2.73694e+14 2.7124e+14 2.3532e+14 2.06872e+14 1.80929e+14 2.69412e+14 1.6812e+14 1.71191e+14 2.49196e+14 3.53388e+14 3.63657e+14 1.67408e+14 1.63407e+14 1.43357e+14 1.80982e+14
threshold=18.500000000000004 38.965413050000002 38.430814800000007 45.125532050000011 45.063245050000006 45.059854000000009 38.066230450000006 55.622114900000007 45.047736150000013 49.111590500000005 49.147669400000005 55.82518790000001 51.707269950000004 39.178027400000005 55.161746650000005 48.179569850000007 39.135518400000002 63.705000000000005 47.245981600000007 39.231261550000006 6.0000000000000009 39.652459050000012 39.735861600000007 64.405000000000015 7.5000000000000009 6.5000000000000009 2.5000000000000004 44.601833250000006 43.6005307 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 5 8 27 26 -4 12 11 -11 15 14 -14 17 -17 28 21 -18 -21 -19 23 24 25 -23 -8 -2 29 -3
right_child=1 9 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 19 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=105.16806372821527 195618.81024709303 23654.23720404859 18221.495889302791 152681.44192803378 -8831.2591955317403 48595.075406514661 -25301.11829678735 96726.17230019359 -60320.488124385993 16574.239500686828 -845.92180740481172 139386.92134397742 -86519.209600693692 -12073.160837226285 161574.533921875 -41142.709615893269 35668.565972590259 -16217.013023604017 -49593.356665698906 46991.912783435349 -25125.143670144636 21580.932265625001 -17139.4126050136 24055.597023093098 56299.156442057298 -462319.6583841464 -85771.522683951422 663.68249097847911 -2186.0967950359441 191946.83276079965
leaf_weight=3512946 43 1060 4600 137 2635 2201 2571 339 334 1967 151461 365 1074 19607 50 745 3941 15708 1480 799 1473 25 2266 3168 60 41 557 282531 59552 68
leaf_count=3512946 43 1060 4600 137 2635 2201 2571 339 334 1967 151461 365 1074 19607 50 745 3941 15708 1480 799 1473 25 2266 3168 60 41 557 282531 59552 68
internal_value=0 -658.722 960.187 16985.6 15082.8 23914.4 405.147 -23084.4 12904.7 -2467.31 -290.302 35796.6 -5480.43 -15511.1 -75483 -3179.78 15874.6 -4768.94 -13443 22711.6 236.444 -10927.4 4016.65 18570.3 -119346 -279024 -36069 693.349 -1517.15 33799.5
internal_weight=0 560858 295948 9907 9770 7135 286041 3467 4934 264910 153793 2332 111117 20731 1124 90386 6958 83428 22748 6213 2272 21268 5560 3294 126 66 3128 282574 60680 1128
internal_count=4073804 560858 295948 9907 9770 7135 286041 3467 4934 264910 153793 2332 111117 20731 1124 90386 6958 83428 22748 6213 2272 21268 5560 3294 126 66 3128 282574 60680 1128
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=0 0 6 4 4 1 6 5 0 1 1 0 4 4 6 1 1 0 1 2 0 4 7 1 1 1 6 6 1 3
split_gain=2.61595e+13 1.91729e+14 1.90338e+14 1.15376e+14 3.67081e+14 2.90417e+14 3.57187e+14 2.87064e+14 2.64108e+14 1.95044e+14 2.85096e+14 1.81008e+14 1.78623e+14 3.7844e+14 2.5115e+14 1.87603e+14 2.95223e+14 2.84409e+14 1.77853e+14 2.14206e+14 3.04547e+14 1.93704e+14 1.70813e+14 2.13444e+14 3.12134e+14 2.71299e+14 2.33741e+14 2.61845e+14 4.17244e+14 2.26988e+14
threshold=45.085557650000005 45.090603300000005 87.015000000000015 16.500000000000004 18.500000000000004 39.069277450000008 116.05000000000001 1.5000000000000002 45.082176650000008 38.965413050000002 37.780517050000007 45.063245050000006 5.5000000000000009 6.5000000000000009 42.005000000000003 40.024897700000004 40.377616600000003 43.687280500000007 37.318079750000003 7833.0000000000009 44.739668300000005 9.5000000000000018 6.0000000000000009 39.712886600000012 41.966773150000002 39.689978950000004 42.005000000000003 106.49500000000002 39.843340650000009 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=3 2 -2 12 5 6 7 -5 9 10 -6 -12 14 15 -1 -14 17 -17 19 20 -15 -22 23 25 26 -20 -25 -28 29 -29
right_child=1 -3 -4 4 8 -7 -8 -9 -10 -11 11 -13 13 18 -16 16 -18 -19 22 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-2651.1668566369754 -8716.1877497711157 -44.010733950999509 -67643.99411401496 8644.8406409725103 -11131.528522857699 -2680.6085340999416 -64616.500752007792 28660.868250152271 24276.838954833667 -6334.0461082761622 23147.651999387992 -15151.073777344169 -19692.914274342878 100817.20373945478 5567.6577155671994 79578.462095424009 -1343.4840024159739 452616.17406250001 -708.25796519392281 -33908.478096379578 -7008.3996233601083 35869.134199084314 5192.6340920470466 -1692.6118599515974 574.16160786266926 41697.424195686937 -24936.995746110122 156560.71866167855 -23590.663363024782 -101406.6013221154
leaf_weight=59297 16472 3557588 567 15716 5562 11153 536 13169 3820 42649 8126 1455 16342 476 99684 112 4540 25 125817 711 1924 2329 36358 8184 22403 1527 16456 272 495 39
leaf_count=59297 16472 3557588 567 15716 5562 11153 536 13169 3820 42649 8126 1455 16342 476 99684 112 4540 25 125817 711 1924 2329 36358 8184 22403 1527 16456 272 495 39
internal_value=0 -94.695 -10677.1 678.115 3674.69 11060.4 16269.4 17770.4 -1189.12 -2872.39 6877.07 17331.5 -93.2087 -1826.83 2502.19 -14638.8 3020.91 147651 -585.786 17267.5 24961.7 16471.9 -1044.88 -2339.36 -8033.61 -199.765 -15612 -22211.3 33439.6 124211
internal_weight=0 3.57463e+06 17039 499177 102186 40574 29421 28885 61612 57792 15143 9581 396991 238010 158981 21019 4677 137 216991 5440 4729 4253 211551 175193 47849 127344 25446 17262 806 311
internal_count=4073804 3574627 17039 499177 102186 40574 29421 28885 61612 57792 15143 9581 396991 238010 158981 21019 4677 137 216991 5440 4729 4253 211551 175193 47849 127344 25446 17262 806 311
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=5 0 7 6 6 1 1 0 1 1 2 4 0 2 4 1 0 1 0 0 1 6 4 0 6 6 0 1 4 1
split_gain=2.41942e+13 1.71528e+14 1.77724e+14 1.75113e+14 2.528e+14 2.86148e+14 2.08191e+14 1.94758e+14 1.92552e+14 1.87222e+14 1.7155e+14 2.20679e+14 2.05915e+14 1.7045e+14 1.66043e+14 1.64778e+14 1.5576e+14 1.42836e+14 1.30816e+14 1.75124e+14 1.64741e+14 1.47454e+14 1.42995e+14 1.29294e+14 1.57022e+14 1.5054e+14 2.41758e+14 1.28158e+14 2.21566e+14 2.01375e+14
threshold=3.5000000000000004 45.177967300000006 6.0000000000000009 73.41500000000002 110.01500000000001 36.555998300000006 47.256487700000001 47.139841100000005 39.718675700000013 49.030112300000006 9651.0000000000018 15.500000000000002 59.864072000000007 75.000000000000014 5.5000000000000009 49.147669400000005 55.111813300000001 38.91194105000001 53.341100000000004 53.715816400000008 83.754481100000007 142.05000000000004 11.500000000000002 45.097384400000003 168.45000000000002 112.00500000000001 45.07004340000001 30.452677500000004 16.500000000000004 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -5 7 -6 -9 -8 12 16 -4 -3 15 -11 -12 -2 -16 20 21 -20 -21 25 -25 -19 -27 28 -14 -30
right_child=1 2 10 4 6 -7 9 8 -10 14 11 -13 27 -15 18 -17 -18 23 19 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=42.889114322557873 -15634.534355823507 -45058.428529484445 -3305.5852494974747 -30724.591825224921 -122403.82421921504 -7634.7289706262709 -82384.118382042405 7621.5206520334468 42790.443630376139 125193.71313404758 106702.97296806716 11468.886110530775 85821.884604309336 5583.6549441024936 31338.669489837976 12366.498408296815 -56342.778065814397 19147.962387403713 -34409.745129925279 -17861.782661496549 73016.38300382653 -201788.49570630083 7082.24812268594 43600.456919731936 234634.03653590428 784.75794358277631 -120678.93924402574 -32831.238025309249 -175570.44173295455 22911.527565461893
leaf_weight=3951417 2085 687 7220 6096 105 44894 311 7948 1936 136 522 1019 721 20403 744 2684 66 7609 92 7296 49 123 3355 509 47 4541 170 240 55 724
leaf_count=3951417 2085 687 7220 6096 105 44894 311 7948 1936 136 522 1019 721 20403 744 2684 66 7609 92 7296 49 123 3355 509 47 4541 170 240 55 724
internal_value=0 -1384.73 -2781.82 -4125.28 -6368.55 -10395.2 1917.42 13071 14510.1 -5615.55 9532.55 39618.6 4136.53 3934.01 -3966.61 17807.8 88401.9 8646.98 -9233.26 -11998.8 -92454.1 -130166 -10004.6 12578.9 59749 10450.1 -3598.35 35017 45872.8 8898.04
internal_weight=0 122387 107426 96859 75769 50990 24779 9989 9884 14790 10567 1607 8960 21090 14479 2820 588 14961 11659 10915 264 215 10651 12876 556 12320 4711 1740 1500 779
internal_count=4073804 122387 107426 96859 75769 50990 24779 9989 9884 14790 10567 1607 8960 21090 14479 2820 588 14961 11659 10915 264 215 10651 12876 556 12320 4711 1740 1500 779
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=6 4 6 3 5 1 0 1 1 5 2 3 6 6 7 5 6 0 0 4 4 4 0 6 4 1 0 6 4 1
split_gain=2.3043e+13 4.64399e+13 6.89936e+13 4.03889e+13 4.66241e+13 4.86637e+13 4.25727e+13 3.40235e+13 5.58167e+13 3.66322e+13 3.33769e+13 3.10573e+13 2.96591e+13 2.87248e+13 1.09895e+14 1.77388e+14 1.39573e+14 1.01357e+14 1.47947e+14 1.07034e+14 1.04758e+14 1.38577e+14 1.27694e+14 9.91058e+13 9.19571e+13 8.95438e+13 1.01805e+14 8.90183e+13 8.57576e+13 7.94009e+13
threshold=19.050000000000004 9.5000000000000018 15.450000000000001 1.5000000000000002 3.5000000000000004 40.024897700000004 55.520061350000013 63.728898350000001 83.689608100000015 3.5000000000000004 2599.0000000000005 3.5000000000000004 15.450000000000001 34.010000000000012 6.0000000000000009 1.5000000000000002 25.305000000000003 55.840017500000009 55.866549750000011 17.500000000000004 22.500000000000004 9.5000000000000018 59.864072000000007 35.57500000000001 8.5000000000000018 30.389265100000003 56.818587550000011 31.005000000000006 12.500000000000002 82.648284550000014
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 -1 9 12 -3 -4 -9 14 15 24 -17 -16 19 28 21 22 -20 29 -2 -22 -27 -26 -19 -15
right_child=13 2 11 4 5 -7 -8 8 -10 -11 -12 -13 -14 23 17 16 -18 18 20 -21 25 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-2074.1630059800277 535.77214514574598 -80135.322370569047 -27662.820160819389 8954.3805311680881 227456.63872282609 35477.130645161291 42632.129459622607 -26774.96949589816 2837.7045797128631 -120978.46089154412 9709.4284016927086 1744.3742229510535 -9926.2876441571279 -4052.7556855232406 -4247.494278520081 -39044.991947554794 -6545.4136656581486 43188.991054233287 -3619.4051915185396 7077.5633363670122 5689.2992508390707 8925.5872917169945 -49994.609018042211 8.5729954936162756 656.57733943931385 3748.2545576813836 -23655.905774619721 5410.0370164781853 132039.1591762809 4187.8926256621517
leaf_weight=10801 246333 67 518 918 23 31 635 1760 1930 34 108 1171 2571 96050 73255 1529 9734 688 4415 889 3178 17090 686 3413348 64082 1989 4257 102272 129 13313
leaf_count=10801 246333 67 518 918 23 31 635 1760 1930 34 108 1171 2571 96050 73255 1529 9734 688 4415 889 3178 17090 686 3413348 64082 1989 4257 102272 129 13313
internal_value=0 -3338.76 7207.06 20932.9 25900.9 117246 22724.7 -5479.88 -11323.4 -17584.8 -24688.3 -7274.53 -16773.1 16.9416 702.924 1424.54 -10957.4 -2167.62 2404.91 31089.7 857.03 4608.28 -9856.1 -86.3685 1762.47 -7976.16 -14929.2 3578.93 57218 -3049.6
internal_weight=0 20567 3471 1782 1607 54 1553 17096 6295 4365 175 1689 4331 4.05324e+06 530526 423950 11263 106576 33321 1706 31615 22191 5101 3.52271e+06 412687 9424 6246 166354 817 109363
internal_count=4073804 20567 3471 1782 1607 54 1553 17096 6295 4365 175 1689 4331 4053237 530526 423950 11263 106576 33321 1706 31615 22191 5101 3522711 412687 9424 6246 166354 817 109363
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=6 6 1 3 4 2 1 1 4 1 0 1 4 1 1 0 4 0 3 4 0 0 4 0 0 7 0 1 6 0
split_gain=2.31634e+13 8.75435e+13 8.50646e+13 7.91485e+13 2.85286e+14 1.63779e+14 1.58171e+14 2.53355e+14 1.84571e+14 1.72706e+14 2.12005e+14 4.80088e+14 1.72572e+14 3.7549e+14 1.6919e+14 2.34315e+14 3.92254e+14 3.72088e+14 2.96317e+14 1.79431e+14 2.74795e+14 4.6891e+14 3.48225e+14 2.4091e+14 1.22359e+15 8.67123e+14 3.07078e+14 3.40309e+14 4.89635e+14 6.20232e+14
threshold=41.990000000000002 44.010000000000012 30.438492500000006 4.5000000000000009 6.5000000000000009 36.000000000000007 30.345769800000003 30.323041000000003 8.5000000000000018 30.315889700000003 54.707511300000007 20.507515800000004 7.5000000000000009 30.242318500000007 30.389265100000003 59.825842200000004 23.500000000000004 59.838047850000002 21.500000000000004 13.500000000000002 59.990753350000013 59.91832440000001 11.500000000000002 59.990753350000013 60.002985000000002 6.0000000000000009 59.838047850000002 30.370944000000005 77.565000000000012 59.848366150000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 8 9 10 11 -6 -12 -14 15 -8 19 18 -18 20 21 22 -17 26 25 -25 -21 28 -28 -30
right_child=1 3 -4 4 6 -7 14 -9 -10 -11 12 -13 13 -15 -16 16 17 -19 -20 23 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=343.94418018040199 4846.5851003045236 -4624.8489324548 -2140.8058986282335 -5165.1684517700814 -36777.720216011337 940.72369305252346 -44501.549403203178 18074.393092209812 565.25765255346596 70236.889282897057 -28887.378664941949 144668.28986395473 -17198.414579414803 61155.023642376116 -183.32252906020619 -46898.932341393149 86123.800343116571 12404.282620151687 379158.94270833337 15621.757106961923 -38067.088880968098 46254.83309946573 83337.887718004407 33459.622514816809 -26929.279046984135 573510.83811475418 -62131.833451363607 -25294.413184930221 -413846.06260363525 -113807.53865730023
leaf_weight=1322436 18507 55668 297415 118525 251 1053276 1807 11401 64000 619 1086 348 1325 1136 1112058 1386 148 4147 45 641 1664 1822 241 58 1123 61 983 1297 98 232
leaf_count=1322436 18507 55668 297415 118525 251 1053276 1807 11401 64000 619 1086 348 1325 1136 1112058 1386 148 4147 45 641 1664 1822 241 58 1123 61 983 1297 98 232
internal_value=0 -165.316 -1731.48 37.8443 -483.39 661.337 -24.0204 4267.96 1978.9 20965.9 13609.7 68636.7 4317.03 18969.6 -329.099 -10619.9 -6229.87 18721 154448 -17502.7 -4690.95 11411.7 -27607.6 -32082.3 5381.03 310293 -46394.7 -61625.6 -97514 -202910
internal_weight=0 2.75137e+06 315922 2.43545e+06 1.3265e+06 1.10894e+06 1.20798e+06 80166 68765 4765 4146 599 3547 2461 1.12781e+06 15753 13946 4340 193 9606 5113 3449 1627 4493 1242 119 3251 2610 1313 330
internal_count=4073804 2751368 315922 2435446 1326502 1108944 1207977 80166 68765 4765 4146 599 3547 2461 1127811 15753 13946 4340 193 9606 5113 3449 1627 4493 1242 119 3251 2610 1313 330
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 4 0 1 1 1 0 0 1 4 0 4 1 5 3 7 1 0 4 0 1 0 3 4 2 4
split_gain=2.33296e+13 7.56653e+13 1.4646e+14 1.58853e+14 1.87956e+14 1.22974e+14 2.4508e+14 1.42187e+14 9.23068e+13 8.04743e+13 1.94085e+14 7.26547e+13 2.8718e+14 1.44672e+14 1.48048e+14 1.28255e+14 9.99363e+13 1.46279e+14 1.30059e+14 1.31772e+14 9.91024e+13 2.14101e+14 1.78367e+14 1.13681e+14 8.37559e+13 9.9216e+13 8.23504e+13 8.04317e+13 7.96474e+13 7.96024e+13
threshold=112.00500000000001 108.05000000000001 5.5000000000000009 55.102137100000007 55.017684700000011 24.500000000000004 55.026775150000006 82.92647190000001 82.860505900000007 30.157841000000001 59.848366150000011 56.888401950000009 37.131181300000009 15.500000000000002 57.14107305000001 18.500000000000004 65.534455000000023 2.5000000000000004 10.500000000000002 6.0000000000000009 37.46219940000001 55.840017500000009 17.500000000000004 56.818587550000011 30.303340300000002 59.990753350000013 2.5000000000000004 17.500000000000004 75.000000000000014 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 -6 -8 10 -5 12 -11 14 -13 27 18 -18 24 -20 21 22 28 -22 25 26 -16 -15 -14 -23
right_child=-2 2 3 9 5 -7 8 -9 -10 11 -12 13 20 15 16 -17 17 -19 19 -21 23 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.3975710597608888 -1830.3009864625503 -15467.049542679781 17665.516352824019 -199623.64431818182 462184.51250000001 -23337.603202421175 173454.07668762209 171605.7725330308 44652.786778810892 -191393.2401339286 122474.75674375001 -61158.616553075837 46125.097453703704 -71212.504083112799 -87309.402262931049 -12412.170460463201 300985.67701590405 47926.187071572582 -6224.9684727822587 192660.27719184029 329.67386053858417 362708.71121093753 150991.39533770163 61958.961261508462 -21208.242436345761 -118857.93885498047 93607.438105468755 -197803.25283854167 -105971.73869449015 140974.1465682445
leaf_weight=3992241 68470 2271 4301 22 21 111 64 85 426 70 125 286 54 307 29 454 28 124 62 72 2556 20 62 339 742 32 190 60 95 85
leaf_count=3992241 68470 2271 4301 22 21 111 64 85 426 70 125 286 54 307 29 454 28 124 62 72 2556 20 62 339 742 32 190 60 95 85
internal_value=0 31.2885 7620.87 12465.9 25520.1 73302.7 91301.2 229173 61475.8 1221.41 74269.6 -673.429 8982.35 -13951.1 3883.8 -47948.3 18428.1 94542.4 8162.43 100639 13350.6 66524.9 8459.27 7546.37 -4316.75 45617.5 69650.4 -91908.5 -50849.4 183209
internal_weight=0 4.00533e+06 13093 10822 5008 707 596 106 490 5814 147 5667 3281 2386 1565 821 1279 152 1127 134 3211 316 211 2895 993 251 219 367 149 105
internal_count=4073804 4005334 13093 10822 5008 707 596 106 490 5814 147 5667 3281 2386 1565 821 1279 152 1127 134 3211 316 211 2895 993 251 219 367 149 105
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=0 1 3 5 6 6 6 1 0 1 2 4 6 1 6 1 6 4 7 4 1 4 1 6 4 4 4 6 4 4
split_gain=2.18348e+13 1.07998e+14 7.72373e+13 8.76986e+13 5.97234e+13 1.42659e+14 5.94929e+13 5.56621e+13 5.49913e+13 3.41448e+14 3.09372e+14 2.28096e+14 3.96065e+14 3.55202e+14 2.18785e+14 1.82317e+14 1.33416e+14 1.30986e+14 3.47133e+14 1.23063e+14 1.22547e+14 1.15518e+14 1.18295e+14 1.07348e+14 1.24876e+14 3.20014e+14 1.22735e+14 1.06911e+14 1.05984e+14 1.18055e+14
threshold=60.753246850000004 33.882313700000005 1.5000000000000002 2.5000000000000004 78.605000000000004 79.015000000000015 75.605000000000004 65.64204770000002 60.064438250000002 30.226173900000003 3338.0000000000005 4.5000000000000009 84.810000000000016 30.624707450000006 63.005000000000003 30.410676000000006 47.805000000000007 7.5000000000000009 6.0000000000000009 2.5000000000000004 30.084656550000002 11.500000000000002 30.425503950000003 108.05000000000001 13.500000000000002 15.500000000000002 11.500000000000002 110.01500000000001 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=8 6 7 4 -4 -6 -2 -3 -1 10 14 13 21 15 17 -11 -17 18 -10 -18 -12 -13 -23 24 26 -26 -16 -14 -19 -30
right_child=1 2 3 -5 5 -7 -8 -9 9 11 20 12 27 -15 23 16 19 28 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.0632185359938244 -14584.311003035195 -9369.4553086563847 2166.9174461829984 11325.706773523623 -187232.13533735796 -11807.284278667903 -84777.007098917325 10034.131685699398 27654.07202752306 13792.875602628748 -17080.026511364224 -41037.216834300809 -108479.05666909889 -44995.377221075585 65319.202196930273 45203.126830001536 -22398.063566080731 -39724.120752977804 229369.88671875 177712.57871303015 27962.868730883609 -17728.410701959663 20297.680073819673 248479.42752976192 287308.98311753868 25371.801470822706 -163734.94793750002 -276281.43409090908 95424.812847222231 -14595.278811040536
leaf_weight=4001071 2453 7329 30996 13572 55 295 127 1852 659 588 2309 1790 277 586 364 255 36 411 98 210 818 6010 947 42 89 98 25 44 171 227
leaf_count=4001071 2453 7329 30996 13572 55 295 127 1852 659 588 2309 1790 277 586 364 255 36 411 98 210 818 6010 947 42 89 98 25 44 171 227
internal_value=0 1949.04 2902.31 4610.56 1703.08 -39374 -18039.5 -5455.35 -27.4997 -5868.48 14873.3 -16122.5 -22385 17780.9 43752.8 51561.4 95888.4 23869.8 53767.9 148428 -5297.14 -18381.4 -12552.2 94135.7 82881.5 150037 50598.5 -131480 -4106.43 32674.7
internal_weight=0 56679 54099 44918 31346 350 2580 9181 4.01712e+06 16054 5311 10743 9068 1675 2184 1089 501 1566 757 246 3127 8747 6957 618 576 187 389 321 809 398
internal_count=4073804 56679 54099 44918 31346 350 2580 9181 4017125 16054 5311 10743 9068 1675 2184 1089 501 1566 757 246 3127 8747 6957 618 576 187 389 321 809 398
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=1 1 4 0 2 6 6 1 7 0 4 4 0 0 0 0 4 6 6 5 6 3 1 4 4 0 6 4 4 4
split_gain=2.28096e+13 1.22628e+14 3.39399e+14 1.89907e+14 2.14602e+14 1.89155e+14 1.76255e+14 1.7422e+14 3.81513e+14 6.80794e+14 4.52209e+14 2.41396e+14 5.74507e+14 3.9554e+14 3.11363e+14 2.30568e+14 2.22703e+14 2.17354e+14 1.80232e+14 1.74385e+14 1.6051e+14 1.57888e+14 1.95729e+14 1.49024e+14 2.14693e+14 1.60304e+14 1.67893e+14 1.4615e+14 2.26801e+14 2.15488e+14
threshold=30.242318500000007 30.226173900000003 17.500000000000004 60.034792100000011 3338.0000000000005 41.005000000000003 65.805000000000021 30.157841000000001 6.0000000000000009 60.028671700000011 16.500000000000004 12.500000000000002 59.91832440000001 60.002985000000002 59.848366150000011 59.856552950000008 7.5000000000000009 64.805000000000021 88.825000000000003 2.5000000000000004 91.02500000000002 1.5000000000000002 30.205407000000005 11.500000000000002 12.500000000000002 59.905532300000012 56.805000000000007 16.500000000000004 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 3 23 7 5 -5 -4 27 9 11 -10 15 14 -14 -13 -9 21 -12 -16 -11 -15 22 -17 -3 25 -25 -27 29 -29 -1
right_child=-2 2 6 4 -6 -7 -8 8 10 19 17 12 13 20 18 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1124.6709260002108 40.66668130263804 -15066.755427791662 -22185.852715690398 2685.4189898367872 -9162.7282951098096 31942.823954689316 -70938.493717709556 -5069.9774584178112 3424.6140105517075 103648.33522644044 -47343.059324417736 31704.904771249683 41353.300090439159 -4119.6329245013903 -21860.942619444235 433177.63750000001 -46097.624952895276 -119954.02088943271 -88336.59182277706 336812.38031250006 -106917.91575677712 15374.926700565735 10917.520256696429 -51838.017587477654 -4655.1722969084267 16194.313176089512 71347.437596708012 28347.973905919236 -16977.09281593643 -24006.464409299046
leaf_weight=54229 3956930 3599 4169 3833 3653 5218 902 4679 1829 384 2206 1072 4330 1787 5141 23 3090 507 443 35 166 145 21 201 3672 1207 1017 4174 1501 3641
leaf_count=54229 3956930 3599 4169 3833 3653 5218 902 4679 1829 384 2206 1072 4330 1787 5141 23 3090 507 443 35 166 145 21 201 3672 1207 1017 4174 1501 3641
internal_value=0 -1376.83 -9894.42 -144.988 11295.6 19552.6 -30857.7 -1770.68 -8690.84 -3083.88 -35004.8 -5614.46 2814.52 24502.6 -17658.1 -19319.2 -39652.3 -60912.5 -27134.7 123125 -12857.2 65723.4 231644 1069.35 10594.3 33685.5 41415 1045.31 16359.8 -456.502
internal_weight=0 116874 14767 102107 12704 9051 5071 89403 25858 21316 4542 20897 12939 6283 6656 7958 3279 2713 5584 419 1953 189 44 9696 6097 2425 2224 63545 5675 57870
internal_count=4073804 116874 14767 102107 12704 9051 5071 89403 25858 21316 4542 20897 12939 6283 6656 7958 3279 2713 5584 419 1953 189 44 9696 6097 2425 2224 63545 5675 57870
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 0 4 4 6 0 0 0 7 1 6 1 5 0 5 7 4 6 3 6 0 0 0 6 0 4
split_gain=2.36213e+13 2.39198e+14 4.49282e+14 2.7227e+14 2.62687e+14 4.48253e+14 4.44491e+14 1.97626e+14 1.91519e+14 1.93804e+14 3.28304e+14 2.01333e+14 1.88301e+14 2.29528e+14 2.21723e+14 2.00048e+14 1.97208e+14 1.91033e+14 2.00482e+14 1.84646e+14 1.8345e+14 1.79218e+14 1.77707e+14 1.73668e+14 1.73422e+14 8.18609e+14 7.06837e+14 1.76885e+14 1.70869e+14 2.42743e+14
threshold=37.649344350000007 37.631035900000008 35.500000000000007 55.696737300000009 55.775215600000003 55.721784200000009 11.500000000000002 22.500000000000004 52.610000000000007 55.876067900000002 55.883833400000007 55.79439725000001 6.0000000000000009 37.618684050000006 79.710000000000022 37.586700500000006 2.5000000000000004 55.897267000000006 3.5000000000000004 6.0000000000000009 8.5000000000000018 64.805000000000021 5.5000000000000009 72.020000000000024 55.753967500000009 55.743464250000009 55.710673100000008 70.50500000000001 55.539595350000006 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 12 3 -3 5 6 19 -8 -6 11 -11 -10 13 15 17 -1 -16 18 24 -5 -13 -7 -14 -12 25 26 -15 -26 -17 -30
right_child=-2 2 -4 4 8 21 7 -9 9 10 23 20 22 14 16 28 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=1232.8936039168061 -124.82992760919572 -10215.395094626449 303330.54590212269 -101434.67262902972 -2131.8953542538729 127432.03047683096 58352.415376725083 -170633.86137820513 -50044.308501717933 -26914.231118882635 28269.688879197645 -25099.601608649791 -4897.0661199985034 -23289.565668678286 -323238.68006519997 -8237.9256653653338 -70405.548547473256 -93380.071711822631 -291403.93550000002 46187.064100864955 68661.759293542884 1777.932482638889 75.610937988732033 133633.50016332167 2117.0945908653994 -130066.91542943624 145787.78356377629 98894.46828469669 8916.2191760581391 38508.456844146836
leaf_weight=512475 3210903 4170 53 348 4751 713 1122 39 191 1269 682 237 112352 1344 34 3307 333 283 25 112 1746 135 199436 203 2545 583 303 204 10083 3823
leaf_count=512475 3210903 4170 53 348 4751 713 1122 39 191 1269 682 237 112352 1344 34 3307 333 283 25 112 1746 135 199436 203 2545 583 303 204 10083 3823
internal_value=0 464.499 12666.8 11686.7 19595.6 48517.4 17699.2 50660.4 11730.5 26947.7 5688.66 48011.2 237.328 1375.13 -18666.6 1589.06 -93828.8 -13449.2 -8928.68 -65492 57455.8 107428 -1716.28 52437.9 -7510.35 -28231.6 7815.74 9298.83 12192.9 17051.6
internal_weight=0 862901 15771 15718 11548 2469 1621 1161 9079 4328 2154 2174 847130 535342 5654 529688 367 5287 5004 460 1983 848 311788 885 4979 2230 1647 2749 17213 13906
internal_count=4073804 862901 15771 15718 11548 2469 1621 1161 9079 4328 2154 2174 847130 535342 5654 529688 367 5287 5004 460 1983 848 311788 885 4979 2230 1647 2749 17213 13906
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=2 5 1 4 4 1 1 1 6 5 6 6 6 2 0 0 7 2 6 0 0 6 3 6 0 1 0 0 0 1
split_gain=2.20608e+13 5.42576e+13 4.08144e+13 3.92495e+13 2.21812e+13 2.23801e+14 1.37391e+14 1.62513e+14 9.32325e+13 9.91421e+13 8.36619e+13 8.0339e+13 7.78501e+13 2.66732e+14 7.93646e+13 7.26633e+13 7.0223e+13 8.03497e+13 1.22337e+14 8.77463e+13 6.33517e+13 6.32097e+13 6.4992e+13 6.27875e+13 5.87377e+13 6.93273e+13 6.92201e+13 1.25084e+14 1.04841e+14 7.47955e+13
threshold=14143.500000000002 2.5000000000000004 72.839788400000018 7.5000000000000009 2.5000000000000004 38.247071200000008 43.862029600000007 47.17130860000001 63.705000000000005 3.5000000000000004 68.515000000000015 88.825000000000003 82.00500000000001 7884.5000000000009 55.922096200000006 44.739668300000005 6.0000000000000009 2810.0000000000005 142.05000000000004 55.753967500000009 56.262014700000009 43.405000000000008 1.5000000000000002 74.015000000000015 43.550475500000012 39.908802000000009 44.990874950000006 45.177967300000006 45.047736150000013 40.377616600000003
decision_type=2 2 2 2 2 2 2 2 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 -4 5 8 21 23 -1 11 -9 12 -10 14 -14 -13 17 18 19 -11 -20 -7 24 -8 25 -23 -26 28 -28 -29
right_child=1 2 3 -5 -6 6 7 10 9 16 -12 15 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=-5975.8430697391905 -546.8570307170736 27366.301464307177 55559.849713010204 196640.94346590911 -42.666092242690219 3449.0227116806182 -12952.98338704464 3261.4588170174029 -33634.984582698948 -68300.511610576927 -9113.7330823848533 72537.910820312492 -73926.090398065484 270786.7450657895 81292.549625651038 -89518.299864419663 -157683.01567382814 -11858.524542585576 292657.64197916671 80085.733294381454 72064.160122282614 230235.40035807292 4894.7565286575036 -48885.261889513306 -2538.3269042229485 48403.862581551795 21027.122691774421 16405.726857471549 59408.116344513655 -9285.1277308724148
leaf_weight=13054 607 182 49 33 3960815 18113 4732 45624 1718 65 6206 30 105 38 48 356 24 367 30 103 23 24 8679 542 1837 166 1870 5807 1149 1408
leaf_count=13054 607 182 49 33 3960815 18113 4732 45624 1718 65 6206 30 105 38 48 356 24 367 30 103 23 24 8679 542 1837 166 1870 5807 1149 1408
internal_value=0 15913.1 53758.5 112336 -3.40303 1383.65 3203.91 77.9567 -9582.5 -25778.3 1779.68 -35314.9 -26901.6 33663.3 -25230 -76923.3 9983.71 16827.3 64463.8 22674.4 196928 7774.74 11516.5 -16645.7 16203.7 71372.1 15335.3 18543.6 35634.5 11392.2
internal_weight=0 871 264 82 4.07293e+06 112118 96157 57104 15961 2907 51830 2295 1909 191 153 386 612 588 221 168 53 39053 20940 5274 12261 190 12071 10234 3019 7215
internal_count=4073804 871 264 82 4072933 112118 96157 57104 15961 2907 51830 2295 1909 191 153 386 612 588 221 168 53 39053 20940 5274 12261 190 12071 10234 3019 7215
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=4 4 3 6 1 6 0 0 1 1 1 5 1 6 0 0 1 1 6 6 5 3 5 0 6 1 5 0 1 5
split_gain=2.32417e+13 4.5309e+13 1.7999e+14 1.30151e+14 9.9253e+13 9.27038e+13 8.88694e+13 1.03349e+14 7.20144e+13 6.68724e+13 9.87366e+13 1.39944e+14 8.60794e+13 6.50459e+13 6.38207e+13 6.08038e+13 5.44752e+13 6.34614e+13 4.9965e+13 4.37744e+13 7.26343e+13 6.47724e+13 5.26303e+13 1.01446e+14 5.16904e+13 4.36538e+13 7.76655e+13 4.27771e+13 7.3953e+13 5.97279e+13
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 65.00500000000001 20.507515800000004 61.805000000000007 45.177967300000006 45.047736150000013 38.247071200000008 38.011626600000007 34.382014200000008 4.5000000000000009 30.084656550000002 71.715000000000018 60.05226170000001 60.034792100000011 30.452677500000004 30.389265100000003 83.820000000000007 130.05000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 45.047736150000013 67.00500000000001 38.247071200000008 3.5000000000000004 60.753246850000004 30.084656550000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 4 8 5 -2 7 -6 -4 10 11 12 14 -9 -5 -8 17 18 -14 21 -21 22 24 -24 -1 26 -26 -3 -29 -30
right_child=1 27 3 9 6 -7 15 13 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-1432.0558404963867 209232.57130604621 -73.176713594811858 -10291.532561234055 -163822.64417207363 11362.278409850114 26996.775236575708 5631.0108220522416 32757.112819277911 1732.6372097341437 -10708.099014548759 -62972.184585701456 194355.79365808825 76432.905955430339 92438.607168592556 8188.514223345589 -11360.568422389459 -27957.383433921292 199328.99310396635 -76314.883892637314 59078.999505485379 -82837.12375819053 161163.22607421875 210352.42476917614 12725.197922003075 -77975.403163804469 -11674.951523711281 38268.025363281253 -52696.623245456329 -1966.8923511571284 5335.2382781594833
leaf_weight=15458 46 3909217 5809 59 5090 71 37314 934 34941 5765 633 34 61 227 34 2232 161 26 33 47 155 24 33 122 246 2537 75 239 16282 35899
leaf_count=15458 46 3909217 5809 59 5090 71 37314 934 34941 5765 633 34 61 227 34 2232 161 26 33 47 155 24 33 122 246 2537 75 239 16282 35899
internal_value=0 16.2188 2192.39 -2119.41 6658.38 98645 6423.38 17503.2 18.566 -14920.2 -38246.9 113.73 -17544.6 44426.1 -100937 4672 10054.9 61054.7 22808.7 -3517.62 -49817 -3011.94 -3225.26 54800.7 -3716.31 -16071.1 -50815.7 -35.1252 2802.56 3056.76
internal_weight=0 4.05511e+06 93470 47556 45914 117 45797 6251 40750 6806 1041 408 374 1161 93 39546 281 120 94 18697 202 18495 18471 155 18316 2858 321 3.96164e+06 52420 52181
internal_count=4073804 4055107 93470 47556 45914 117 45797 6251 40750 6806 1041 408 374 1161 93 39546 281 120 94 18697 202 18495 18471 155 18316 2858 321 3961637 52420 52181
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=6 2 7 2 0 5 5 0 1 0 1 3 0 0 1 5 3 0 3 5 1 1 1 1 4 2 2 1 4 5
split_gain=2.28457e+13 3.30461e+13 3.71326e+13 3.9238e+13 9.55168e+13 7.77341e+13 7.35627e+13 5.32567e+13 4.89373e+13 1.22739e+14 5.22635e+13 6.93267e+13 4.58032e+13 4.09878e+13 1.19507e+14 6.65921e+13 6.24435e+13 7.0901e+13 7.36685e+13 6.09295e+13 1.17004e+14 4.86187e+13 6.72651e+13 6.53163e+13 6.34643e+13 5.33473e+13 4.73333e+13 4.29804e+13 3.89786e+13 6.89634e+13
threshold=247.90000000000001 13505.500000000002 6.0000000000000009 5972.5000000000009 55.014210500000011 2.5000000000000004 4.5000000000000009 56.872182500000008 30.472130500000002 60.028671700000011 30.226173900000003 3.5000000000000004 55.061158000000006 45.029425500000009 38.109452700000006 2.5000000000000004 1.5000000000000002 44.046956350000009 16.500000000000004 3.5000000000000004 52.380799750000001 39.718675700000013 41.966773150000002 37.46219940000001 19.500000000000004 3191.5000000000005 3658.0000000000005 45.126607350000008 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 3 8 -5 7 -7 -6 9 10 -2 -12 -8 14 -10 -16 -17 27 -19 26 21 23 25 -21 -25 -23 -15 -18 29 -22
right_child=1 -3 -4 4 5 6 12 -9 13 -11 11 -13 -14 19 15 16 17 18 -20 20 28 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.6324136367938626 24988.064282226565 79588.733374023446 -24512.800672190777 13314.837196278753 -84313.472694546566 -194643.2476690574 54526.770312500004 48137.936167968757 134642.82174744896 164383.73160511366 -286507.32296195655 -67605.305969551293 -126350.38256138394 5046.6667964655244 22313.698354450455 -199569.4547940341 104918.31525878907 -240316.52392241379 2353.1571732954544 215935.6160326087 -179552.01183035714 353910.68311011908 91951.074087324771 12042.535063872467 187346.79453125002 125706.55758789064 60996.157073028073 -48915.34159226191 96884.257031250003 1398.6156571691179
leaf_weight=4070611 24 64 334 663 51 61 28 75 49 22 23 39 28 790 117 33 32 29 22 23 28 21 107 148 24 20 187 42 24 85
leaf_count=4070611 24 64 334 663 51 61 28 75 49 22 23 39 28 790 117 33 32 29 22 23 28 21 107 148 24 20 187 42 24 85
internal_value=0 8455.36 7000.41 10766.2 -6342.39 -59975.1 -118669 -5473.35 18971.8 -46390 -100309 -148811 -35911.8 22935.4 -9234.75 -34871.1 -77216.8 -44915.7 -135635 30089.2 59264.2 90466.9 133683 57667.4 36503.6 242592 15755.5 17607.3 -18856.6 -43438.7
internal_weight=0 3193 3129 2795 906 243 117 126 1889 108 86 62 56 1781 324 275 158 125 51 1457 480 343 148 195 172 41 977 74 137 113
internal_count=4073804 3193 3129 2795 906 243 117 126 1889 108 86 62 56 1781 324 275 158 125 51 1457 480 343 148 195 172 41 977 74 137 113
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 0 4 4 4 6 0 0 0 7 1 6 3 1 4 5 0 4 0 0 0 0 0 4 0 3
split_gain=2.14626e+13 1.93686e+14 3.63889e+14 2.20162e+14 2.12763e+14 3.63157e+14 3.60014e+14 1.71267e+14 1.60077e+14 1.5517e+14 1.56929e+14 2.65908e+14 1.63044e+14 1.54462e+14 1.85225e+14 1.77912e+14 1.63627e+14 1.98133e+14 1.76864e+14 1.57435e+14 1.54535e+14 1.75836e+14 2.42559e+14 3.04006e+14 1.58968e+14 3.77632e+14 4.48501e+14 1.62554e+14 1.55699e+14 1.53374e+14
threshold=37.649344350000007 37.631035900000008 35.500000000000007 55.696737300000009 55.775215600000003 55.721784200000009 11.500000000000002 4.5000000000000009 22.500000000000004 52.610000000000007 55.876067900000002 55.883833400000007 55.79439725000001 6.0000000000000009 37.618684050000006 79.710000000000022 1.5000000000000002 37.586700500000006 5.5000000000000009 2.5000000000000004 55.897267000000006 5.5000000000000009 55.743464250000009 55.768246800000007 55.753967500000009 55.743464250000009 55.710673100000008 9.5000000000000018 55.696737300000009 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 6 -5 -7 -8 -6 12 -12 -11 14 16 20 18 -18 -1 -17 21 22 28 -24 25 26 -23 -27 -16 -15
right_child=-2 2 -4 4 9 7 8 -9 -10 10 11 -13 -14 29 15 19 17 -19 -20 -21 -22 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1313.6792207591348 -118.98934925553793 -9154.0552914523851 273009.73879716982 -58927.031638183602 -1903.2307474518145 267351.92801136366 52529.421540057345 84871.171910589735 -153558.22812499999 -45014.679012598172 -24199.781493563463 47214.671667549439 51724.98160835301 -3559.7763117618874 -19408.406056344171 -289038.01154641545 1712.9503193937499 13218.111433020724 -9585.4613648472423 -63134.772223395274 -83952.305018513289 -23432.099954088066 -154676.32188000804 4489.7202183493591 17215.133809331353 -17004.551848540435 127472.70072959711 -145578.69043968644 144571.29981003853 893.70395219550085
leaf_weight=34206 3210903 4170 53 460 4751 55 1122 793 39 191 1269 885 1983 169756 280 34 453639 15479 26364 333 283 1058 312 195 2403 148 242 293 73 142032
leaf_count=34206 3210903 4170 53 460 4751 55 1122 793 39 191 1269 885 1983 169756 280 34 453639 15479 26364 333 283 1058 312 195 2403 148 242 293 73 142032
internal_value=0 442.766 11423.1 10541 17652.9 43681.7 15942.5 96706.6 45606.6 10574.5 24271.8 5141.81 43225.8 238.346 1268.85 -16735 1461.03 2092.57 -3430.34 -84063.1 -12061.4 -7995.64 -49144.4 -93458.6 543.911 -22466.4 4659.41 -102429 14502.4 -1531.04
internal_weight=0 862901 15771 15718 11548 2469 1621 848 1161 9079 4328 2154 2174 847130 535342 5654 529688 469118 60570 367 5287 5004 860 507 4144 1741 1300 441 353 311788
internal_count=4073804 862901 15771 15718 11548 2469 1621 848 1161 9079 4328 2154 2174 847130 535342 5654 529688 469118 60570 367 5287 5004 860 507 4144 1741 1300 441 353 311788
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 1 3 0 4 4 7 1 0 7 6 0 0 1 6 1 1 0 7 0 6 6 4 4 0
split_gain=2.52851e+13 1.4204e+14 1.25996e+14 4.58304e+14 2.58875e+14 3.06578e+14 1.93785e+14 1.42828e+14 1.96983e+14 1.4163e+14 4.41091e+14 2.03321e+14 1.97368e+14 2.09885e+14 1.95408e+14 1.81514e+14 1.58513e+14 1.90738e+14 2.03789e+14 1.65672e+14 3.45112e+14 2.85738e+14 2.28118e+14 2.72536e+14 4.44377e+14 1.60388e+14 2.33526e+14 1.44051e+14 2.3317e+14 1.99513e+14
threshold=36.000000000000007 55.390026600000006 55.910578700000009 37.331232350000008 4.5000000000000009 53.705000000000005 37.234509300000006 1.5000000000000002 55.633951400000008 5.5000000000000009 8.5000000000000018 6.0000000000000009 37.618684050000006 55.721784200000009 6.0000000000000009 43.010000000000012 55.883833400000007 55.812023600000011 37.503969450000007 64.015000000000015 37.563506350000004 37.563506350000004 55.710673100000008 6.0000000000000009 55.783232450000007 36.005000000000003 42.005000000000003 9.5000000000000018 11.500000000000002 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 11 12 15 16 14 -14 -9 17 18 -11 20 -20 -21 -22 24 25 -24 -27 29 -29 -12
right_child=-2 2 3 4 5 -7 7 9 -10 10 27 -13 13 -15 -16 -17 -18 -19 19 21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-58600.037768554575 69.022941159201508 -29334.902673624096 3424.5941808704006 150583.43817635995 -27680.167229397299 -122055.44765480078 10522.64979237142 6331.9511328810077 -15693.614430979489 8406.4607735424433 5758.6940464555701 -67303.099444441599 -49116.365919652482 20124.535470872339 100520.50679113645 -15539.112170409586 159427.16503337381 -29043.912372036641 33880.028780060886 59046.72184484145 18141.021288029104 -66792.19210756656 47333.503326612903 338499.53208007815 -29104.707811197921 322563.8341205304 150207.40951913394 18376.174716736921 354.8817790009785 -11441.45006335031
leaf_weight=426 3783399 2319 3326 54 723 657 3750 6388 12159 1348 9684 573 870 2724 97 9347 103 435 1144 544 189 270 93 64 150 104 322 7443 202887 22212
leaf_count=426 3783399 2319 3326 54 723 657 3750 6388 12159 1348 9684 573 870 2724 97 9347 103 435 1144 544 189 270 93 64 150 104 322 7443 202887 22212
internal_value=0 -899.231 -814.465 -16949.9 -64206.2 -72611 -545.182 -309.185 -9514.03 239.297 826.743 -8790.79 23276.1 5916.69 -34106.3 -6660.03 36720 34009.5 40496.8 55516.9 70571.7 17306.5 116098 141356 122496 166311 192285 42.9536 992.606 -6219.28
internal_weight=0 290405 289979 4760 1434 1380 285219 282900 15909 266991 250683 16308 8457 3691 967 15735 4766 4663 4228 2880 2066 814 922 733 669 519 426 242226 210330 31896
internal_count=4073804 290405 289979 4760 1434 1380 285219 282900 15909 266991 250683 16308 8457 3691 967 15735 4766 4663 4228 2880 2066 814 922 733 669 519 426 242226 210330 31896
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=4 0 0 4 3 3 0 3 6 6 6 0 7 6 3 1 6 6 6 6 3 6 6 6 0 1 0 0 4 4
split_gain=2.37972e+13 1.04948e+14 1.59263e+14 2.13343e+14 1.18712e+14 9.97802e+13 7.58793e+13 6.14891e+13 5.85723e+13 9.08905e+13 5.751e+13 6.59761e+13 4.73853e+13 6.68224e+13 7.73128e+13 5.59351e+13 3.6524e+13 3.04019e+13 4.35519e+13 2.62891e+13 2.29356e+13 2.28633e+13 6.23419e+13 1.8357e+14 1.78954e+14 2.16811e+14 1.93086e+14 1.99289e+14 2.34727e+14 1.72871e+14
threshold=37.500000000000007 55.834019500000004 55.768246800000007 38.500000000000007 23.500000000000004 26.500000000000004 55.801384500000005 34.500000000000007 79.015000000000015 67.91500000000002 82.905000000000015 55.858844800000007 6.0000000000000009 63.415000000000006 15.500000000000002 37.475446350000006 59.505000000000003 68.515000000000015 78.605000000000004 37.995000000000012 34.500000000000007 99.050000000000011 77.010000000000005 74.015000000000015 54.707511300000007 30.624707450000006 55.026775150000006 55.649510000000014 28.500000000000004 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=7 2 5 6 10 12 -4 21 9 16 11 -3 -2 14 -14 -16 19 -11 -19 -5 -7 22 23 -1 25 -25 -26 28 -28 -24
right_child=1 4 3 8 -6 20 -8 -9 -10 17 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 29 24 26 -27 27 -29 -30 -31
leaf_value=29.541059409595064 88974.094717261905 219107.71516702586 -345236.05710685486 54798.157031250004 -36166.696078704124 58912.73720982144 -135633.09929887819 69044.025697220204 60147.805254289218 -191593.93043478264 -24398.605910326089 50905.027133413467 -116452.86418840392 11897.808733258929 -41416.473290085567 111458.40933719758 74057.265303308828 12447.444849537038 -150340.28570731028 -48079.9853509799 162895.78659375 -1304.9038239382605 3415.4958532382261 -103098.95277714693 15869.99284753392 -10943.644510014979 -15490.599906196612 65.316239308876661 147473.3096383427 -1044.850548361587
leaf_weight=3513460 42 58 31 28 86 140 39 129 51 46 23 39 121 287 105 31 34 27 42 220 25 129521 185098 258 5641 24336 12794 37225 89 163778
leaf_count=3513460 42 58 31 28 86 140 39 129 51 46 23 39 121 287 105 31 34 27 42 220 25 129521 185098 258 5641 24336 12794 37225 89 163778
internal_value=0 -12699.5 -23446.7 -66102.9 53505 5975.29 -228457 4.59978 -40735 -53694.8 117770 151480 -13366.4 -21267.7 -58304.7 -6569.99 -23139.4 -128622 -86640.7 -36464.7 74667.7 2.41274 45.3594 -78.5353 -4804.8 -11910.4 -1670.12 -3644.73 -14364.8 1321.61
internal_weight=0 1475 1269 518 206 751 70 4.07233e+06 448 397 120 97 586 544 257 136 282 115 69 248 165 4.0722e+06 3.94268e+06 3.5938e+06 80343 24594 55749 50108 12883 348876
internal_count=4073804 1475 1269 518 206 751 70 4072329 448 397 120 97 586 544 257 136 282 115 69 248 165 4072200 3942679 3593803 80343 24594 55749 50108 12883 348876
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=0 0 6 4 4 1 6 5 0 1 1 1 6 0 4 4 6 1 1 0 1 6 1 2 0 4 6 1 0 1
split_gain=2.12396e+13 1.54217e+14 1.58445e+14 9.89095e+13 2.96289e+14 2.35623e+14 2.84076e+14 2.3378e+14 2.16027e+14 1.57753e+14 2.32751e+14 1.70025e+14 1.55715e+14 1.46734e+14 1.39219e+14 3.01414e+14 1.98915e+14 1.52211e+14 2.38876e+14 2.30372e+14 1.55288e+14 1.8512e+14 1.46007e+14 1.73501e+14 2.47516e+14 1.57018e+14 1.46134e+14 1.6807e+14 5.74104e+14 5.44037e+14
threshold=45.085557650000005 45.090603300000005 97.020000000000024 16.500000000000004 18.500000000000004 39.069277450000008 116.05000000000001 1.5000000000000002 45.082176650000008 38.965413050000002 37.780517050000007 39.105193450000009 91.02500000000002 45.063245050000006 5.5000000000000009 6.5000000000000009 42.005000000000003 40.024897700000004 40.377616600000003 43.687280500000007 39.712886600000012 38.995000000000012 37.318079750000003 7833.0000000000009 44.739668300000005 9.5000000000000018 59.505000000000003 38.948208550000011 45.047736150000013 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 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 7 -5 9 10 -6 -11 -7 -12 16 17 -1 20 19 -19 -16 -22 23 24 -17 -26 -24 28 -28 -29
right_child=1 -3 -4 4 8 12 -8 -9 -10 11 13 -13 -14 -15 15 22 -18 18 -20 -21 21 -23 26 -25 25 -27 27 29 -30 -31
leaf_value=-2398.0794633170981 -8354.9016249154083 -39.870239973490484 -85715.262832176464 7816.3104266007713 -10010.05593760414 -5232.5917244880675 -57421.510544688666 25879.415627335486 22047.379184055029 -7713.9962601234411 20944.207340850662 13416.284314188655 46180.698169962568 -13538.507142686352 -13380.985115746704 90959.819669938297 4916.3036978965729 71671.634395926347 -1086.5899122912033 407406.4296875 -2314.5099982484953 -58918.467929961662 1281.0335086597188 -30407.529059945282 -6219.1824957262706 32385.064047055144 -5762.1861715958285 23598.107266758743 -58347.572313822529 -4870.745037591857
leaf_weight=59297 16770 3557588 269 15716 5562 10529 536 13169 3820 38422 8126 4227 624 1455 13743 476 99684 112 4540 25 867 1732 123322 711 1924 2329 16216 7526 2381 62106
leaf_count=59297 16770 3557588 269 15716 5562 10529 536 13169 3820 38422 8126 4227 624 1455 13743 476 99684 112 4540 25 867 1732 123322 711 1924 2329 16216 7526 2381 62106
internal_value=0 -85.3267 -9576.21 611.028 3385.54 10021 14712.9 16051.5 -984.181 -2506.55 6261.52 -5619.75 -2356.07 15707.6 -103.135 -1633.64 2188.17 -13067.7 2839.27 132937 -17620.1 -40036 -526.07 15650 22574.7 14921 -942.036 -4049.33 -12494.8 -1793.76
internal_weight=0 3.57463e+06 17039 499177 102186 40574 29421 28885 61612 57792 15143 42649 11153 9581 396991 238010 158981 21019 4677 137 16342 2599 216991 5440 4729 4253 211551 88229 18597 69632
internal_count=4073804 3574627 17039 499177 102186 40574 29421 28885 61612 57792 15143 42649 11153 9581 396991 238010 158981 21019 4677 137 16342 2599 216991 5440 4729 4253 211551 88229 18597 69632
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=6 6 1 4 5 1 2 2 1 1 5 6 0 0 2 0 1 0 1 0 1 4 5 4 0 1 1 0 4 4
split_gain=2.3393e+13 1.00954e+14 1.13296e+14 8.49058e+13 8.73968e+13 7.56502e+13 1.26467e+14 7.2487e+13 2.93531e+14 4.30299e+14 2.31247e+14 2.48342e+14 2.26657e+14 1.80057e+14 4.84225e+14 2.91893e+14 7.60303e+14 3.79246e+14 3.85193e+14 7.05092e+14 3.27003e+14 3.34007e+14 4.15222e+14 3.18014e+14 3.38479e+14 2.81992e+14 3.12032e+14 3.79122e+14 5.58287e+14 3.22936e+14
threshold=42.005000000000003 44.010000000000012 37.924401400000008 5.5000000000000009 1.5000000000000002 37.131181300000009 75.000000000000014 3062.5000000000005 30.624707450000006 30.084656550000002 1.5000000000000002 49.010000000000012 54.724612400000005 55.81943720000001 2970.5000000000005 56.128722100000005 37.682335600000009 56.342669500000007 43.932356550000009 56.309668500000008 44.064675150000006 8.5000000000000018 1.5000000000000002 5.5000000000000009 56.324067350000007 50.815483650000004 49.095306150000006 55.876067900000002 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 -6 -7 13 9 10 11 -9 -13 14 -3 16 -15 18 -17 -20 21 22 23 -21 -25 26 27 28 -18 -28
right_child=1 7 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 15 -16 17 25 -19 19 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=331.66681990631088 27647.653249269446 561.57356135854616 -3292.6230872748756 -735.53625420748608 -2243.7231015069028 -7876.2057909746627 20428.17761804313 8461.475966043583 281.79170893737808 24074.516231665781 -852.16929224356272 112460.80556418172 16664.666503960383 2777.9313238348273 -59920.231768320118 -2302.4919404242946 -15085.510298155348 -1832.3082709883636 5639.7595247052086 -10357.257789442276 -88205.456647722298 26395.08867401578 55904.857776362835 167048.78183961802 447317.72539772728 -42126.021077241247 748.62574997908894 -7963.8476827084642 -51775.243171128852 70260.595528446982
leaf_weight=1397217 1965 771660 186897 37584 7085 2235 5375 2088 1117405 12801 26660 546 451 62312 1326 24520 18642 296135 23679 72 195 4834 2800 199 55 2938 9848 50229 5334 717
leaf_count=1397217 1965 771660 186897 37584 7085 2235 5375 2088 1117405 12801 26660 546 451 62312 1326 24520 18642 296135 23679 72 195 4834 2800 199 55 2938 9848 50229 5334 717
internal_value=0 -173.135 -2124.88 1898.54 7840.88 5192.33 12115.4 20.1139 592.199 8744.56 2147.19 28067.1 69126.7 -500.147 457.822 -1973.75 -5668.1 -401.422 7117.75 14373.6 39733.5 42867.7 68340.7 175152 227737 -11668.6 -10613 -12902.2 -23248 5466.1
internal_weight=0 2.67659e+06 241141 54244 16660 14695 7610 2.43545e+06 1.15995e+06 42546 29745 3085 997 1.2755e+06 772986 502509 150020 352489 56354 31834 8155 7960 3126 326 254 87708 84770 74205 23976 10565
internal_count=4073804 2676587 241141 54244 16660 14695 7610 2435446 1159951 42546 29745 3085 997 1275495 772986 502509 150020 352489 56354 31834 8155 7960 3126 326 254 87708 84770 74205 23976 10565
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=1 1 1 6 7 6 1 2 6 4 0 5 4 4 4 0 1 0 0 2 1 6 4 6 1 0 0 6 0 1
split_gain=2.01294e+13 2.64871e+14 4.92452e+14 4.50086e+14 2.74595e+14 2.86199e+14 2.45849e+14 7.22435e+14 2.73022e+14 2.40078e+14 3.43633e+14 2.95082e+14 2.37971e+14 2.19468e+14 2.0332e+14 2.02357e+14 1.91149e+14 1.83336e+14 2.83755e+14 7.21315e+14 3.96986e+14 3.28045e+14 1.80394e+14 1.70412e+14 1.67298e+14 1.53122e+14 2.83133e+14 2.64971e+14 2.34748e+14 4.20333e+14
threshold=50.298521650000005 49.030112300000006 48.411058050000008 59.245000000000012 6.0000000000000009 106.49500000000002 52.061190950000004 3062.5000000000005 87.015000000000015 17.500000000000004 55.82518790000001 1.5000000000000002 24.500000000000004 19.500000000000004 19.500000000000004 55.858844800000007 49.147669400000005 53.175387700000009 53.310923100000004 3062.5000000000005 50.136929700000003 60.005000000000003 7.5000000000000009 168.45000000000002 50.136929700000003 58.08467765000001 60.753246850000004 89.00500000000001 57.978821400000008 56.128886000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 7 8 -2 -6 11 -11 22 17 -12 -4 -15 24 20 -20 21 -19 -7 -24 -3 28 27 -27 -8 -30
right_child=6 4 3 -5 5 12 25 -9 -10 10 14 -13 -14 16 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=15.432054290593479 -27180.851733430565 -17722.47076186728 -17991.325649215734 -47052.580729686189 3814.2019826573705 194939.86655177697 -95.268904217191761 1356.7775270771526 -104422.78560962678 45.659669710788762 -3292.7005814902805 -22609.354463472173 -88062.177747380629 60563.867601496939 85410.154295394081 9002.432368644786 15968.378727597435 21638.97328977317 6887.5540914000903 -22498.464223493706 10404.527856698944 80638.95848040795 41878.217358610425 265043.71691623266 22323.060495901111 -14153.222971173414 1326.8864804105879 -105312.32495703125 -12644.8274832723 18080.520621769647
leaf_weight=2290875 9808 5640 7506 3924 22888 102 1498652 21835 480 10045 468 13444 107 1227 577 4408 4436 2385 78975 9341 21264 1558 691 36 1280 16873 21563 325 6024 17067
leaf_count=2290875 9808 5640 7506 3924 22888 102 1498652 21835 480 10045 468 13444 107 1227 577 4408 4436 2385 78975 9341 21264 1558 691 36 1280 16873 21563 325 6024 17067
internal_value=0 178.092 -106.056 -17678.7 3935.01 -2471.58 -277.452 -8937.13 -30784.7 -3552.39 -10424.8 -12921 52287 6391.76 45684.9 -8004.04 25630.9 5487.17 6450.44 3779.46 15808.6 44951.7 70402 52929.1 -10315.2 -99.1919 -6305.88 -15875.9 58.9015 10064.9
internal_weight=0 2.48118e+06 2.30671e+06 15838 174464 48358 1.59263e+06 32123 10288 47422 24534 23489 936 126106 1045 11914 5663 120443 113523 88316 25207 3943 829 727 6920 1.5605e+06 38761 17198 1.52174e+06 23091
internal_count=4073804 2481177 2306713 15838 174464 48358 1592627 32123 10288 47422 24534 23489 936 126106 1045 11914 5663 120443 113523 88316 25207 3943 829 727 6920 1560504 38761 17198 1521743 23091
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=6 1 1 1 7 1 4 4 0 3 4 0 1 4 1 1 4 4 3 3 1 0 1 0 0 1 1 0 7 4
split_gain=2.10341e+13 5.86324e+13 4.63028e+14 1.87797e+14 1.6017e+14 1.35531e+14 8.08777e+13 1.85195e+14 8.33352e+13 7.75343e+13 3.2004e+14 1.08154e+14 1.19603e+14 8.96653e+13 6.54206e+13 2.71692e+14 1.78916e+14 2.34808e+14 2.34927e+14 1.91116e+14 1.84243e+14 2.29186e+14 3.61992e+14 2.03094e+14 2.43181e+14 1.63747e+14 3.33491e+14 2.44148e+14 2.84977e+14 4.20737e+14
threshold=99.050000000000011 82.966990000000024 82.961694200000011 82.973036600000015 6.0000000000000009 82.95992385000001 19.500000000000004 10.500000000000002 55.050541250000002 15.500000000000002 19.500000000000004 54.810424650000009 83.689608100000015 21.500000000000004 82.911604200000014 82.918694400000007 12.500000000000002 6.5000000000000009 2.5000000000000004 7.5000000000000009 82.93515810000001 55.061158000000006 82.941727000000014 55.055052800000006 55.030407050000001 65.574968200000015 65.559704250000024 54.973017600000006 6.0000000000000009 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 5 4 -3 14 7 8 -4 11 -11 12 -5 -12 25 -16 17 -17 -19 -18 23 -22 -23 24 -21 26 -2 -27 -29 -30
right_child=1 3 6 9 -6 -7 -8 -9 -10 10 13 -13 -14 -15 15 16 19 18 -20 20 21 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=41.190129135007268 -1040.8615109899636 -127295.07578458868 286957.92873883928 -45855.762915324609 29057.15741543613 -129508.37685725515 230590.44549632352 -115082.17022804054 104409.5310763889 -122725.44406960228 203473.68915719699 5815.192866037055 -6120.9228028693069 20360.244215425533 54597.376876706257 -14633.920026084819 -35825.688644910973 -2305.2419722735626 73115.678328055859 22201.384736884396 -14534.818045031754 449091.33437500003 -15097.456956845237 -85013.294006529846 202524.89908741697 -103745.16787885073 53018.964333149139 -19759.087998976349 131789.2170297713 -1817.0865723253985
leaf_weight=3944199 102311 234 28 1026 91 82 51 37 234 242 33 4851 2895 141 1076 1207 1934 689 1031 158 1502 28 42 67 142 299 1154 6784 317 919
leaf_count=3944199 102311 234 28 1026 91 82 51 37 234 242 33 4851 2895 141 1076 1207 1934 689 1031 158 1502 28 42 67 142 299 1154 6784 317 919
internal_value=0 -1253.52 -654.885 -8810.63 -83516.5 -990.59 114196 94343.2 123919 -6168.12 -48351.3 -4167.65 -16518.3 55088.7 -902.52 7906.34 518.171 19176.9 42903.5 -13583.1 8602.18 -6291.88 170578 72399.1 107555 -1523.17 -437.904 -15020.8 -11713 32449.3
internal_weight=0 129605 120092 9513 325 119742 350 299 262 9188 416 8772 3921 174 119660 7876 6800 2927 1720 3873 1939 1572 70 367 300 111784 103465 8319 8020 1236
internal_count=4073804 129605 120092 9513 325 119742 350 299 262 9188 416 8772 3921 174 119660 7876 6800 2927 1720 3873 1939 1572 70 367 300 111784 103465 8319 8020 1236
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=6 5 1 6 0 6 2 0 7 1 1 2 1 1 0 4 6 4 1 4 3 5 0 1 2 4 3 6 0 4
split_gain=2.3126e+13 2.95122e+13 9.85208e+13 7.14294e+13 6.10317e+13 1.00337e+14 4.80852e+13 5.62908e+13 5.1409e+13 3.82469e+13 9.15236e+13 7.11719e+13 4.00894e+13 4.91039e+13 3.60659e+13 4.91341e+13 4.61147e+13 3.41839e+13 3.33276e+13 3.2159e+13 2.98907e+13 2.906e+13 6.59623e+13 5.92145e+13 2.81778e+13 3.03923e+13 4.15415e+13 2.78154e+13 4.21534e+13 2.76556e+13
threshold=247.90000000000001 5.5000000000000009 39.939672500000007 134.05000000000004 59.939085000000013 118.04500000000002 5873.0000000000009 59.963561900000009 6.0000000000000009 39.178027400000005 37.804148700000006 3191.5000000000005 37.442254400000003 30.362494150000003 55.81943720000001 4.5000000000000009 122.65000000000002 4.5000000000000009 30.303340300000002 13.500000000000002 9.5000000000000018 6.5000000000000009 55.660117850000006 37.475446350000006 2810.0000000000005 14.500000000000002 3.5000000000000004 168.45000000000002 59.933037250000005 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 20 -6 7 8 9 10 12 17 13 18 19 -16 -17 -11 -5 -4 21 23 -23 -3 25 26 -15 -20 -29 -2
right_child=29 2 14 6 5 -7 -8 -9 -10 11 -12 -13 -14 24 15 16 -18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6821947990747437 9794.9985625130976 -98024.580502232144 -23010.989339250224 15945.977631084736 -7529.6183454241072 -289415.69959239132 165889.17606997283 -104500.84566964286 -127267.1642299107 82371.793783967398 -85477.123506433825 -40554.283984375004 133709.140625 8742.8252804487183 -216035.52337740385 14196.217289311835 -108014.65269097223 251298.2335 133462.30275638204 -154220.1865917969 -114852.29831452547 -43267.056759765634 119993.90110012756 32999.150498693132 83822.546537642047 61859.730723505432 -130864.80232712766 -56059.524250000009 125803.65841346156 -58743.644322916669
leaf_weight=4069213 3133 70 283 104 28 23 23 35 21 23 68 24 41 39 26 47 90 25 71 20 27 50 49 68 22 23 47 25 26 60
leaf_count=4069213 3133 70 283 104 28 23 23 35 21 23 68 24 41 39 26 47 90 25 71 20 27 50 49 68 22 23 47 25 26 60
internal_value=0 -6.67298 -14533.6 4237.79 -34507.4 -134655 24018.6 18525.3 26228.1 32219.6 21739.1 100051 40057.5 29302 -52076.3 -90006.3 -66088.3 170354 57538.1 -31671.7 -15160.8 -3803.5 37538.9 -33462.2 -19410.7 -40246.8 -67554.4 92993.7 36655 8507.08
internal_weight=0 4.07061e+06 1398 932 315 51 617 594 559 538 466 72 398 357 466 163 137 48 226 303 264 237 99 138 131 109 86 122 51 3193
internal_count=4073804 4070611 1398 932 315 51 617 594 559 538 466 72 398 357 466 163 137 48 226 303 264 237 99 138 131 109 86 122 51 3193
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=6 4 1 2 6 1 5 1 0 0 0 0 0 0 1 1 0 1 0 6 1 3 3 4 4 3 3 6 6 4
split_gain=2.08703e+13 4.92488e+13 7.47901e+13 5.30992e+13 4.70467e+13 1.4894e+14 1.79427e+14 1.58312e+14 8.69616e+13 2.01909e+14 1.85436e+14 1.40275e+14 1.17801e+14 2.21005e+14 1.38336e+14 2.56726e+14 1.14286e+14 1.14558e+14 1.13133e+14 1.02476e+14 8.50081e+13 1.98353e+14 1.01004e+14 8.21414e+13 1.05891e+14 9.78025e+13 1.09548e+14 1.47266e+14 8.04488e+13 1.3362e+14
threshold=168.45000000000002 25.500000000000004 60.66055595000001 3191.5000000000005 142.05000000000004 39.004719500000007 2.5000000000000004 39.105193450000009 54.724612400000005 52.960348700000004 55.418618900000006 45.067157700000003 55.696737300000009 55.801384500000005 37.682335600000009 37.873748150000004 45.090603300000005 38.927872750000006 55.840017500000009 149.05000000000004 20.507515800000004 9.5000000000000018 6.5000000000000009 13.500000000000002 9.5000000000000018 18.500000000000004 14.500000000000002 156.15000000000003 134.05000000000004 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=4 -2 3 -3 28 8 -7 -8 9 11 19 23 -12 -14 18 -16 -13 -18 -15 -10 21 -11 -22 24 -6 26 -25 -28 -1 -30
right_child=1 2 -4 -5 5 6 7 -9 10 20 12 16 13 14 15 -17 17 -19 -20 -21 22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-13.900609138140462 5347.1156082790776 -64854.507565268992 -235050.68343750003 99900.406911057697 23919.52228067728 86032.931734732701 -90612.486537930658 -14238.938319163994 -58.271027542372885 993.78662109375 85070.758206551545 -235379.90443548388 -159132.86432444854 182708.40358276368 255720.04914062499 -38049.329048596403 -79230.871259947598 69069.520276988638 -7817.0421212390911 -165049.82731557995 181265.96461556896 242755.65755813956 -59532.407500000001 8909.6420459362889 132395.12300666361 115683.70319782841 612.29490489130433 -261743.8882421875 -4670.3947415043831 21404.664614694746
leaf_weight=4045514 9892 79 20 26 266 172 283 6628 59 161 171 31 85 32 60 59 161 77 1196 104 135 43 20 258 136 59 46 40 3486 4505
leaf_count=4045514 9892 79 20 26 266 172 283 6628 59 161 171 31 85 32 60 59 161 77 1196 104 135 43 20 258 136 59 46 40 3486 4505
internal_value=0 4558.91 -57816.9 -24058.1 -11.2374 -6767.02 -14855.5 -17366.4 11141.9 29445.2 -3710.1 7743.18 6622.95 -2744.77 7123.82 110070 -54775.4 -31251.3 -2852.21 -105329 94369.8 51953.4 150195 28634.5 60617.7 -3269.39 -23671.2 -121414 5.89907 10029.7
internal_weight=0 10017 125 105 4.06379e+06 10282 7083 6911 3199 1433 1766 1074 1603 1432 1347 119 269 238 1228 163 359 204 155 805 402 403 344 86 4.0535e+06 7991
internal_count=4073804 10017 125 105 4063787 10282 7083 6911 3199 1433 1766 1074 1603 1432 1347 119 269 238 1228 163 359 204 155 805 402 403 344 86 4053505 7991
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=1 4 1 0 1 6 6 6 4 6 0 7 1 2 4 4 0 1 0 0 0 6 4 1 0 6 0 4 6 7
split_gain=2.06345e+13 7.79608e+13 6.64164e+13 8.06091e+13 1.46667e+14 3.23225e+14 1.40188e+14 9.99473e+13 7.87675e+13 7.78842e+13 7.40369e+13 7.3867e+13 6.97712e+13 1.37976e+14 1.22669e+14 8.69655e+13 8.25044e+13 6.30018e+13 1.82778e+14 2.5557e+14 4.60916e+14 2.51314e+14 3.06348e+14 1.99052e+14 5.17539e+14 1.40277e+14 1.38134e+14 1.84744e+14 1.15896e+14 1.10982e+14
threshold=83.658467900000019 4.5000000000000009 83.971434050000013 53.379556850000007 83.754481100000007 156.15000000000003 80.030000000000015 156.15000000000003 22.500000000000004 84.810000000000016 53.356310450000002 6.0000000000000009 91.292296250000007 10180.500000000002 16.500000000000004 13.500000000000002 55.462387050000011 83.000013850000016 54.73499850000001 54.942865800000007 54.810424650000009 80.030000000000015 8.5000000000000018 83.086354900000018 54.86311005000001 50.995000000000012 55.055052800000006 3.5000000000000004 59.010000000000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 5 6 -3 8 -6 -4 -7 -8 13 14 16 -15 -11 -1 -19 20 -20 23 -23 29 25 -25 -21 -28 -29 -22
right_child=1 2 9 -5 7 10 11 -9 -10 12 -12 -13 -14 15 -16 -17 -18 18 19 26 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=52.797734872759634 -4426.0421783185602 5936.0379472738468 179.70498339514612 -7081.1035744882174 18763.285026916968 -57338.404619140623 -12131.515673948647 124804.1490481322 -36598.620079230539 -17626.831326393189 -287801.93348335597 -60370.10495599499 13322.068251307821 124602.96550876072 137424.34535495922 -31886.401908052889 -90918.514793848735 -16011.536188113652 -5795.3052083750117 -1744.4343167532888 -10074.521748952669 -1365.4555409642271 111219.91359881349 56298.535731624572 14291.657708647737 120653.95058034977 8979.1290643289285 -22699.022693391194 -68809.861385579439 43213.743498236647
leaf_weight=3601077 24142 21254 151819 4504 8508 20 1418 87 265 984 46 409 7808 112 46 52 182 8486 10373 216975 2665 380 664 839 5483 568 1435 1995 750 458
leaf_count=3601077 24142 21254 151819 4504 8508 20 1418 87 265 984 46 409 7808 112 46 52 182 8486 10373 216975 2665 380 664 839 5483 568 1435 1995 750 458
internal_value=0 938.228 1593.9 5444.64 7207.25 3019.18 3651.08 18148.7 17091 720.659 -217965 -22930.4 9663.08 -11099.6 -22747.9 74984.4 -29066.9 -53.9865 -1585.58 -1080.94 9346.1 23550.8 70240.6 18682.7 28175.2 82278.5 -2091.32 -20097.3 -35297.6 -2259.59
internal_weight=0 221656 197514 36511 32007 23147 23081 8860 8773 161003 66 1827 9184 1376 1212 164 1166 3.85215e+06 251071 242585 21430 11057 1044 10013 6890 1407 221155 4180 2745 3123
internal_count=4073804 221656 197514 36511 32007 23147 23081 8860 8773 161003 66 1827 9184 1376 1212 164 1166 3852148 251071 242585 21430 11057 1044 10013 6890 1407 221155 4180 2745 3123
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=4 3 4 4 3 6 5 2 4 6 0 5 4 1 1 1 0 1 0 6 0 6 0 1 0 0 0 0 1 6
split_gain=2.16727e+13 1.11303e+14 1.68943e+14 1.8744e+14 1.98625e+14 2.48608e+14 1.51728e+14 1.2383e+14 2.91597e+14 1.31839e+14 1.42658e+14 1.23721e+14 1.19295e+14 2.02926e+14 2.16073e+14 4.903e+14 2.71356e+14 1.81614e+14 2.75165e+14 3.41146e+14 2.10452e+14 1.95016e+14 2.99126e+14 3.36445e+14 1.9064e+14 1.90253e+14 3.81791e+14 4.52176e+14 2.6522e+14 3.79823e+14
threshold=10.500000000000002 8.5000000000000018 8.5000000000000018 3.5000000000000004 12.500000000000002 83.820000000000007 3.5000000000000004 7029.0000000000009 9.5000000000000018 87.395000000000024 55.02095400000001 1.5000000000000002 9.5000000000000018 82.956351500000011 82.965501500000016 82.970388650000018 54.947759400000002 38.958307950000012 55.061158000000006 88.00500000000001 53.506098950000009 75.605000000000004 55.055052800000006 82.911604200000014 55.721784200000009 60.01610465000001 59.91832440000001 59.898927250000007 30.315889700000003 84.00500000000001
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 -3 -5 -6 7 8 11 -9 -11 -4 -1 17 -15 16 -16 25 20 -20 -19 -22 -23 -24 -21 26 27 -14 -29 -30
right_child=-2 2 6 4 5 -7 -8 9 -10 10 -12 -13 13 14 15 -17 -18 18 19 24 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-5.6619405389911375 -298.06181037962887 162205.07437500136 2101.9074863636279 -134080.84822937936 39234.425744485299 -333495.86875000002 -16644.874870564636 -3588.4756991667705 5904.5020632753694 -42220.461016951078 47275.66815439357 -8407.0047235249822 -1715.1709714363506 -5581.72541947432 12331.357519059764 57.715784888010333 47421.723415093147 6501.7882419970138 3922.8512801504121 -45394.102068887121 14348.27472814266 34827.20728909933 351767.07663690479 -19063.437246093752 -8925.5548613604842 -29734.904081063141 22770.193855052115 -105683.25241118642 -56096.976034112718 111273.48596007947
leaf_weight=1830206 1525805 35 17341 264 170 20 6771 89254 55372 1506 202 31649 36249 56232 14188 220408 2609 44061 101071 1895 19051 3467 63 40 5885 2281 6253 656 627 173
leaf_count=1830206 1525805 35 17341 264 170 20 6771 89254 55372 1506 202 31649 36249 56232 14188 220408 2609 44061 101071 1895 19051 3467 63 40 5885 2281 6253 656 627 173
internal_value=0 178.487 -2070.37 -60777.6 -77967.9 -0.342097 -1928.31 -1418.16 932.523 -4115.13 -31636 -4687.16 372.73 1716.91 -8.41743 1312.8 17781.8 3999.78 5468.53 2369.64 10527.1 18367.6 39816.4 207755 -17808.3 -1575.88 -114.698 -3909.93 -58551.3 -19903.1
internal_weight=0 2.548e+06 202584 489 454 190 202095 195324 104362 90962 1708 48990 2.34542e+06 515209 293437 237205 16797 221772 175533 108851 66682 22621 3570 103 7780 46239 43958 37705 1456 800
internal_count=4073804 2547999 202584 489 454 190 202095 195324 104362 90962 1708 48990 2345415 515209 293437 237205 16797 221772 175533 108851 66682 22621 3570 103 7780 46239 43958 37705 1456 800
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=6 6 4 4 0 0 0 0 1 4 1 1 1 1 1 4 4 2 1 1 1 1 4 0 0 7 1 1 1 5
split_gain=2.06878e+13 1.01795e+14 6.65562e+13 6.80121e+13 7.4916e+13 5.89274e+13 7.29654e+13 6.16741e+13 8.99361e+13 5.49276e+13 1.66896e+14 8.71039e+13 8.19027e+13 6.41722e+13 7.66932e+13 6.94869e+13 5.78891e+13 6.09693e+13 9.85073e+13 6.67177e+13 5.2448e+13 5.18956e+13 5.05464e+13 5.04944e+13 8.29614e+13 9.07273e+13 7.55705e+13 6.42804e+13 5.76963e+13 4.70028e+13
threshold=31.005000000000006 33.57500000000001 16.500000000000004 4.5000000000000009 56.904718250000009 54.932051950000009 47.319699650000011 54.988402950000008 82.973036600000015 8.5000000000000018 82.956351500000011 37.401708450000008 82.965501500000016 39.689978950000004 30.315889700000003 10.500000000000002 13.500000000000002 2970.5000000000005 39.703507450000011 63.728898350000001 83.658467900000019 91.292296250000007 9.5000000000000018 55.061158000000006 55.034466500000008 6.0000000000000009 82.948524700000021 82.956351500000011 63.728898350000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 9 3 -1 5 6 -5 8 22 11 13 -2 -12 14 15 -11 17 18 -15 -19 -8 -22 -7 24 -4 26 -26 -28 -25 -16
right_child=1 -3 23 4 -6 7 20 -9 -10 10 12 -13 -14 16 29 -17 -18 19 -20 -21 21 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-3883.4422506876654 -8820.4358306990925 -58.123803311865061 -6877.569195093497 2316.694005612072 -3565.0679737826426 11719.736965121116 -6578.8547439193389 2353.7684410404358 -15356.70549551558 -5166.5258607799606 -12604.613177722211 1538.4201997801383 313.86184004594043 123493.49137113766 1318.8679180745951 18641.236942429841 2106.0559636943103 4781.3150706724282 17692.090516288772 18204.430683855662 8764.5536411261837 -5574.0929368541583 33444.658139464169 -3805.8893715833728 15950.040455433238 -11598.348049144903 -129171.46588541668 -53302.00496512455 13112.772719842293 29765.714326875332
leaf_weight=42668 9056 3604074 10920 37575 36878 4444 24278 86409 1010 1590 7025 78315 16283 89 37408 5354 8633 13666 7837 5079 5341 4786 1411 19206 110 968 156 393 2252 590
leaf_count=42668 9056 3604074 10920 37575 36878 4444 24278 86409 1010 1590 7025 78315 16283 89 37408 5354 8633 13666 7837 5079 5341 4786 1411 19206 110 968 156 393 2252 590
internal_value=0 61.0803 -831.405 -255.554 510.256 1419.7 -729.894 3078.56 12201.4 2311.29 3869.27 464.725 -3579.75 6032.89 3526.51 13189.9 9223.52 11527.3 18880.1 8418.34 -4057.19 1988.14 16955.2 -4976.92 -10016.3 -31082.4 -59702.5 -74860.5 -2030.29 1760.57
internal_weight=0 3.795e+06 278805 244800 202132 165254 71980 93274 6865 190925 103554 87371 23308 80246 44942 6944 35304 26671 7926 18745 34405 10127 5855 34005 12547 1627 659 549 21458 37998
internal_count=4073804 3794999 278805 244800 202132 165254 71980 93274 6865 190925 103554 87371 23308 80246 44942 6944 35304 26671 7926 18745 34405 10127 5855 34005 12547 1627 659 549 21458 37998
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 1 1 6 0 4 5 0 4 0 1 4 4 4 7 6 6 1 2 0 1 6 0 1 2
split_gain=2.0027e+13 2.57268e+14 3.13811e+14 2.6843e+14 2.28966e+14 3.81633e+14 2.69474e+14 2.53198e+14 4.3223e+14 2.30048e+14 2.14533e+14 2.02045e+14 2.10855e+14 1.88837e+14 2.21787e+14 1.87007e+14 2.70029e+14 1.84934e+14 1.77872e+14 2.75616e+14 3.64002e+14 2.4859e+14 2.48033e+14 2.20896e+14 3.30572e+14 2.84612e+14 4.20622e+14 2.96689e+14 1.97685e+14 4.22397e+14
threshold=56.782540950000005 56.385857200000011 4829.0000000000009 56.685611200000004 56.850115550000005 60.770858000000011 60.549354600000008 60.636764050000004 64.805000000000021 56.838524800000009 9.5000000000000018 2.5000000000000004 56.791379400000004 20.500000000000004 56.791379400000004 60.307188350000011 4.5000000000000009 7.5000000000000009 5.5000000000000009 6.0000000000000009 68.00500000000001 40.905000000000008 40.377616600000003 6082.0000000000009 61.78914120000001 60.590708550000009 101.02000000000002 56.888401950000009 65.593879100000024 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 13 15 12 -10 -9 -15 -2 -17 -4 19 -6 21 -21 -22 28 25 26 -25 -27 29 -20
right_child=4 2 17 -5 18 -7 7 9 11 -11 -12 -13 -14 14 -16 16 -18 -19 23 20 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=25.038236976897949 -2149.8585019408229 -27819.416697846005 3282.25636520839 -1258.8236583826365 1318.5328394138589 -27393.090712336227 7795.8569714077285 3328.7224459758008 -93110.924513652542 27673.763863918444 -7521.4078343750925 21943.064697295929 53317.508387709364 21958.523157121817 -33013.153724960001 62735.004653471318 11208.415813625044 -7788.4082831181122 -1767.0957576454341 4514.1437155610984 -22970.433056465306 35256.603659789973 53828.73605009546 -14612.720510412793 14393.482875711803 14367.823275305651 -95108.088289436972 -11514.309309609895 -8536.2485230778966 4951.910675953146
leaf_weight=3128637 7553 10398 28872 6001 204971 3469 26299 8992 101 2556 19283 8762 3735 923 3583 1249 5477 31609 347684 4125 3081 7259 487 27250 6203 7748 665 10339 28479 128014
leaf_count=3128637 7553 10398 28872 6001 204971 3469 26299 8992 101 2556 19283 8762 3735 923 3583 1249 5477 31609 347684 4125 3081 7259 487 27250 6203 7748 665 10339 28479 128014
internal_value=0 -115.396 -5830.37 -18099.9 426.015 5143.59 6418.76 10730.9 15091.8 164.918 -641.46 30322.4 49462.1 -5044.19 -21752.9 8649.53 20776.8 -2503.57 -132.955 2274.67 15382 24117.1 -12488 -1084.63 -7276.8 -10198.9 -16530.3 -427.077 -443.457 41.0407
internal_weight=0 3.20552e+06 76880 16399 868287 91982 88513 54951 38897 16054 33562 12598 3836 13498 4506 14279 6726 60481 776305 219923 14952 11384 3568 556382 52205 46002 27915 18087 504177 475698
internal_count=4073804 3205517 76880 16399 868287 91982 88513 54951 38897 16054 33562 12598 3836 13498 4506 14279 6726 60481 776305 219923 14952 11384 3568 556382 52205 46002 27915 18087 504177 475698
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 6 4 0 3 1 1 6 0 1 7 0 4 5 6 6 3 6 3 6 5 6 6 6 6 6
split_gain=2.09111e+13 1.03059e+14 5.90186e+13 1.85295e+14 1.15844e+14 2.49114e+14 1.21643e+14 8.04376e+13 7.87242e+13 6.87676e+13 1.45983e+14 5.09423e+13 5.07178e+13 9.02045e+13 4.70646e+13 4.68028e+13 4.02761e+13 3.98088e+13 3.89369e+13 4.84933e+13 3.54146e+13 3.44729e+13 3.39982e+13 3.33541e+13 7.01391e+13 5.9165e+13 9.41768e+13 8.41787e+13 5.56877e+13 3.28374e+13
threshold=36.500000000000007 35.500000000000007 55.768246800000007 55.834019500000004 37.631035900000008 71.715000000000018 37.500000000000007 55.749683450000006 27.500000000000004 37.649344350000007 37.631035900000008 63.415000000000006 55.768246800000007 37.488790500000007 6.0000000000000009 55.753967500000009 38.500000000000007 2.5000000000000004 49.485000000000007 61.425000000000004 21.500000000000004 39.995000000000012 15.500000000000002 64.405000000000015 2.5000000000000004 130.05000000000004 79.015000000000015 78.605000000000004 59.815000000000005 66.010000000000005
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 7 4 5 6 20 8 11 10 29 14 13 -3 16 -15 -2 -14 21 -20 -4 -9 -16 28 -25 26 27 -26 -6 -5
right_child=2 12 3 9 23 -7 -8 18 -10 -11 -12 -13 17 15 22 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.32194197951881981 -58848.741592261911 259570.23987500003 82438.823437500003 -29872.14775734485 -28371.165208524817 -464187.68265624996 -178301.03395522389 45308.691110641899 67034.589198373651 -2363.8493389855885 231145.61661585365 10024.263863219137 4697.9408481297351 20611.044312344078 -112661.60137685644 129540.73147510593 130784.6665934245 79403.468398008248 -62479.181397804059 83553.295127118647 -69991.303316695601 171587.67626201923 -33925.720280761721 -122493.28898097826 96353.855930397738 -115369.64719801683 94418.319657628686 -136338.73077830189 113089.46930443549 92138.727343750012
leaf_weight=4070412 21 25 35 71 272 20 67 37 130 998 41 283 330 119 101 59 24 91 37 59 27 52 120 115 22 52 68 53 31 32
leaf_count=4070412 21 25 35 71 272 20 67 37 130 998 41 283 330 119 101 59 24 91 37 59 27 52 120 115 22 52 68 53 31 32
internal_value=0 5.9077 -8688.75 -18525.1 -56715.5 -135801 -84888.2 12987.7 -2938.93 6957.41 71558.9 -19508.3 40642.5 81698.9 -50928.2 56717 42289.1 20845.7 71442.7 27269.9 16058 119090 -69909.1 -37492.4 -60553.8 -24025.4 9190.75 -68082.2 -13898.3 8034.14
internal_weight=0 4.07104e+06 2768 1904 762 149 129 864 679 1142 144 549 624 203 266 178 45 421 185 96 62 89 221 613 310 195 143 75 303 103
internal_count=4073804 4071036 2768 1904 762 149 129 864 679 1142 144 549 624 203 266 178 45 421 185 96 62 89 221 613 310 195 143 75 303 103
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=6 5 2 1 0 5 6 4 4 6 0 0 1 2 0 0 0 6 0 1 2 1 1 0 0 4 3 4 4 1
split_gain=2.064e+13 7.71377e+13 7.07128e+13 1.6975e+14 2.05614e+14 1.70449e+14 2.07092e+14 1.12932e+14 1.461e+14 1.31395e+14 1.0993e+14 1.06492e+14 1.14261e+14 1.50674e+14 3.13739e+14 2.34737e+14 1.28288e+14 1.2709e+14 9.01807e+13 8.4513e+13 8.38167e+13 1.47957e+14 1.52559e+14 1.07302e+14 1.80171e+14 1.02321e+14 8.75631e+13 1.49228e+14 7.43828e+13 1.23747e+14
threshold=112.00500000000001 3.5000000000000004 915.50000000000011 37.234509300000006 55.759969450000007 2.5000000000000004 247.90000000000001 8.5000000000000018 6.5000000000000009 120.05000000000001 55.812023600000011 55.348830750000012 37.897576350000001 75.000000000000014 55.728148450000006 55.685785750000008 55.622114900000007 134.05000000000004 55.554045200000012 37.768783500000005 2343.5000000000005 39.231261550000006 39.723160900000003 51.707269950000004 51.659529100000007 5.5000000000000009 4.5000000000000009 10.500000000000002 17.500000000000004 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -10 -9 -7 13 14 -13 16 18 -14 -15 28 21 23 -23 24 25 -4 -26 -28 -12 -30
right_child=1 -3 20 4 7 11 -8 10 9 -11 19 12 17 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=29.429715022462815 -95281.583001025923 1747.3794106509185 153382.41875000001 -242301.08204178154 -43740.245206042113 -103714.79260110295 4097.6139985019718 -123860.74679287999 -10955.804356060607 -246061.64867647059 69161.093086194494 48876.86580247146 -53796.855443931294 96189.982790492955 -350441.8644345238 271788.78345170454 -17112.124893092107 123578.15007887621 336589.41781250003 -51673.66647895443 -4413.2444342837653 -153872.56235576925 28133.514013053798 -2383.2352931701034 62699.089537584456 -112556.51923076923 472243.20880681818 174657.97633734811 42139.435145297903 -137274.98429687502
leaf_weight=4005334 277 33107 23 51 233 51 103 88 33 85 190 312 181 71 21 77 95 52 20 227 32516 65 158 97 37 39 22 72 107 60
leaf_count=4005334 277 33107 23 51 233 51 103 88 33 85 190 312 181 71 21 77 95 52 20 227 32516 65 158 97 37 39 22 72 107 60
internal_value=0 -1721.57 -4969.21 -21791 -11894.6 19552.9 -77502 -43680.3 -89653.2 -180312 -19667.6 36537.5 45165.9 68378.6 23694.6 124956 64170 -14211 149025 -3967.28 -3780.5 36325.3 -24917.6 83419 126542 -13901.8 193012 244306 26367 -22320.8
internal_weight=0 68470 35363 2334 2057 1034 154 1023 351 118 672 880 829 596 333 263 186 233 91 584 33029 513 223 290 193 62 131 94 357 167
internal_count=4073804 68470 35363 2334 2057 1034 154 1023 351 118 672 880 829 596 333 263 186 233 91 584 33029 513 223 290 193 62 131 94 357 167
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=1 1 6 0 1 2 0 0 6 4 4 6 4 1 7 4 0 4 0 7 1 0 4 4 0 6 0 0 1 4
split_gain=2.05562e+13 1.26283e+14 1.63248e+14 1.53978e+14 4.20419e+14 4.08252e+14 3.76017e+14 3.27348e+14 3.15777e+14 3.11824e+14 3.22713e+14 2.6706e+14 2.62296e+14 2.441e+14 3.35396e+14 1.56328e+15 9.06313e+14 2.48442e+14 2.30961e+14 2.57446e+14 2.19695e+14 2.59257e+14 2.19262e+14 2.18239e+14 2.18187e+14 2.14521e+14 2.13186e+14 2.26731e+14 1.871e+14 2.08946e+14
threshold=30.438492500000006 36.555998300000006 128.05000000000004 59.91832440000001 30.624707450000006 3338.0000000000005 59.882709350000006 60.01610465000001 64.805000000000021 19.500000000000004 17.500000000000004 55.805000000000007 24.500000000000004 30.509101000000005 6.0000000000000009 5.5000000000000009 59.764576050000009 10.500000000000002 59.864072000000007 6.0000000000000009 30.509101000000005 59.982409200000006 26.500000000000004 9.5000000000000018 59.950512650000007 114.05000000000001 59.699368850000006 48.179569850000007 34.382014200000008 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 7 26 20 -9 10 13 -12 25 18 -15 16 -16 23 19 -2 -5 -22 -14 -17 -7 -11 27 -6 -29 -30
right_child=1 -3 -4 5 6 24 -8 8 -10 12 11 -13 22 14 15 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=749.01526041145939 -1961.6311976906543 42.457248099145815 49471.711750125396 -10254.33278162862 11329.882028777116 -29963.576850022924 -75780.641647878772 -33248.660863090532 -107956.31707622109 -12907.419378076112 21510.996917766122 97791.112560414214 21282.19282309433 18542.33479980248 -1892.4055326021635 -37885.569866071426 572425.54982358869 -11044.667632838882 14069.514957639005 -57910.035612873049 -42337.907110670145 -232296.64034264605 -22253.247415468191 199665.36619375 1161.9289267516951 306998.8488095238 23004.563950374351 -26392.15769322119 -3637.7082526725085 -26813.913816039334
leaf_weight=336169 4468 3608805 587 10989 5177 2450 797 3102 692 11457 1066 806 5557 5005 39 56 93 487 8507 1008 328 92 1461 125 27888 21 2322 6502 23069 4679
leaf_count=336169 4468 3608805 587 10989 5177 2450 797 3102 692 11457 1066 806 5557 5005 39 56 93 487 8507 1008 328 92 1461 125 27888 21 2322 6502 23069 4679
internal_value=0 -67.3677 -3143.8 -3384.63 -813.312 -8054.13 -7740.05 -21429.1 -46874.8 6525.69 14668.8 54353.8 -3010.39 10914.5 28152.3 88274.5 402741 26134.5 3758.24 -12260.4 -12967.2 -83947.9 12219 126169 -1351.67 -12322.1 -6441.14 -8175.3 -11123.6 -7545.79
internal_weight=0 3.73764e+06 128830 128243 82702 45541 42546 15203 3794 40156 21660 1872 18496 19788 5805 800 132 668 13983 5476 11409 420 7018 181 30338 11478 41749 39427 34250 27748
internal_count=4073804 3737635 128830 128243 82702 45541 42546 15203 3794 40156 21660 1872 18496 19788 5805 800 132 668 13983 5476 11409 420 7018 181 30338 11478 41749 39427 34250 27748
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 0 6 4 5 3 0 4 3 6 4 6 7 4 4 1 0 0 1 0 0 1 0 0 0 0
split_gain=2.13626e+13 1.49593e+14 2.13707e+14 1.78736e+14 1.72726e+14 3.04318e+14 2.60282e+14 1.95427e+14 1.97412e+14 1.90232e+14 1.71352e+14 5.70914e+14 1.71541e+14 1.44083e+14 1.35988e+14 1.34164e+14 1.32312e+14 1.51306e+14 3.87052e+14 7.24441e+14 1.31017e+15 1.1201e+15 9.1592e+14 5.80022e+14 3.89337e+14 3.53959e+14 3.20276e+14 3.15004e+14 3.07158e+14 9.84665e+14
threshold=37.649344350000007 37.631035900000008 35.500000000000007 55.696737300000009 55.775215600000003 55.728148450000006 78.010000000000005 7.5000000000000009 1.5000000000000002 6.5000000000000009 55.753967500000009 18.500000000000004 5.5000000000000009 77.565000000000012 4.5000000000000009 60.305000000000007 6.0000000000000009 17.500000000000004 16.500000000000004 37.401708450000008 55.595177750000005 55.783232450000007 30.389265100000003 55.840017500000009 60.042359000000012 30.157841000000001 59.939085000000013 59.963561900000009 55.728148450000006 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 9 7 8 -7 14 -9 12 -12 -3 -5 -11 -1 18 -18 22 -21 28 24 -23 25 -20 -27 -28 -22 -30
right_child=-2 2 -4 4 -6 6 -8 10 -10 15 11 -13 -14 -15 -16 -17 17 -19 19 20 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1215.8411536473357 -118.7116970131861 -13496.181802968509 210557.53856132078 -205974.76552734376 9445.8743606250246 325718.3024665179 -215960.13 128130.61227437833 124180.43882757223 26108.98951135368 -295312.58119531249 216927.49705528846 -22913.398546511628 58552.801559560517 -2635.2430256211887 111950.52510791724 -1724.4737850648064 1037.2265698130811 93634.438241373704 -5824.0306849592598 -91403.214909113551 202833.27421875001 29068.332569151728 -49743.597868007892 -178307.81667808848 -4538.2432126501762 -135236.03368371495 -39853.892174867506 -554802.98235294118 -159664.2576111191
leaf_weight=535342 3210903 3871 53 34 9079 70 25 205 159 535 50 65 43 299 1007 276 151630 141749 240 4628 502 96 5356 1718 171 2348 419 1994 68 869
leaf_count=535342 3210903 3871 53 34 9079 70 25 205 159 535 50 65 43 299 1007 276 151630 141749 240 4628 502 96 5356 1718 171 2348 419 1994 68 869
internal_value=0 441.733 10091.6 9415.61 15823.6 39275.8 100101 113448 185786 19011.8 67813.1 -10446.9 -169365 -8330.08 -9276.5 55322.6 262.082 -1375.53 -3386.86 -17079.5 -40007.7 -88640.3 83.8966 -36376.8 -29931.7 -24858.2 -30831.4 -56416.3 -154523 -188340
internal_weight=0 862901 15771 15718 11548 2469 617 592 229 1852 363 158 93 4170 1041 811 847130 311788 170039 18409 7881 3253 10528 1814 5172 5001 4761 2413 1439 937
internal_count=4073804 862901 15771 15718 11548 2469 617 592 229 1852 363 158 93 4170 1041 811 847130 311788 170039 18409 7881 3253 10528 1814 5172 5001 4761 2413 1439 937
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 1 6 1 0 4 1 0 4 6 6 6 6 1 0 1 3 6 6 6 1 0 6 3 7
split_gain=2.11208e+13 1.24778e+14 2.64709e+14 1.29831e+14 3.16369e+14 2.06633e+14 2.04444e+14 3.15498e+14 1.82319e+14 4.05596e+14 1.1401e+14 3.32533e+14 1.00882e+14 1.24984e+14 8.56666e+13 8.53027e+13 6.71873e+13 6.53666e+13 5.86509e+13 6.96309e+13 9.62503e+13 6.2378e+13 6.05969e+13 5.84453e+13 5.66381e+13 1.02529e+14 2.04209e+14 8.04605e+13 6.41134e+13 1.17199e+14
threshold=32.500000000000007 37.374856000000008 37.318079750000003 55.696737300000009 55.737027400000009 55.768246800000007 37.682335600000009 95.045000000000016 37.425454150000007 55.667390500000003 33.500000000000007 37.618684050000006 55.801384500000005 37.500000000000007 58.755000000000003 38.010000000000012 57.715000000000011 103.03500000000001 37.46219940000001 55.883833400000007 37.768783500000005 35.500000000000007 37.705000000000005 57.410000000000004 89.00500000000001 37.543519500000009 55.568628050000008 94.02500000000002 20.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 10 7 -5 9 23 11 -6 13 -7 16 -13 -8 -2 -14 20 22 -21 -20 -3 28 27 -27 -26 -10 -30
right_child=1 3 -4 4 5 12 14 -9 24 -11 -12 15 18 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=14.996478721110229 3364.0518380737303 -849.16498397435907 123866.11628593091 -189628.04397465999 80298.998918950383 -38132.144616130819 -20475.489158330613 125606.4519479852 4368.601051417244 -208562.77468133226 77329.713905994126 24783.579398148151 -150349.70959821431 -229314.94535472977 -61553.198043444871 -177122.20858849969 123148.6848805147 -172913.88806818181 51562.360222817842 -15505.558948210988 -87463.048179408477 102851.75213758681 3152.4372360823349 171189.47726562503 -77510.51132668888 110264.0760096154 -118152.73285435268 28169.964044563141 119148.49104817708 21701.761408995779
leaf_weight=4056209 480 39 237 193 193 451 775 38 2623 114 458 27 28 37 738 93 34 22 278 4253 112 45 3700 40 272 130 56 98 132 1899
leaf_count=4056209 480 39 237 193 193 451 775 38 2623 114 458 27 28 37 738 93 34 22 278 4253 112 45 3700 40 272 130 56 98 132 1899
internal_value=0 -3457.17 36761.7 -5220.44 -11248.4 -4123.5 -50018.5 -137771 7557.28 -87884.4 45540.2 -976.045 -8423.9 -52627.6 -36915.1 -131693 -14439.4 -4361.28 -5860.75 -5378.44 3961.49 -14266.4 6535.53 86259 11092.8 -19072.7 41493.4 -49519.5 14696.6 28035.1
internal_weight=0 17595 739 16856 11453 9675 1778 231 5403 193 771 313 8904 488 1547 120 809 502 8416 8388 4090 4298 3978 79 5210 556 186 370 4654 2031
internal_count=4073804 17595 739 16856 11453 9675 1778 231 5403 193 771 313 8904 488 1547 120 809 502 8416 8388 4090 4298 3978 79 5210 556 186 370 4654 2031
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=4 0 4 0 3 6 1 7 6 3 0 3 6 0 3 1 6 6 6 6 3 3 6 4 1 4 3 3 0 0
split_gain=2.08007e+13 5.97993e+13 9.01857e+13 1.01196e+14 7.51038e+13 5.0602e+13 4.58624e+13 8.92435e+13 5.01006e+13 4.63396e+13 4.46846e+13 4.09602e+13 3.67612e+13 3.40788e+13 2.98652e+13 3.20185e+13 2.82287e+13 2.62844e+13 3.20545e+13 2.5877e+13 2.27797e+13 2.06085e+13 1.97125e+13 6.60181e+13 1.15188e+14 9.2447e+13 1.30263e+14 2.5049e+14 2.44884e+14 1.21603e+14
threshold=37.500000000000007 55.834019500000004 38.500000000000007 55.768246800000007 23.500000000000004 79.015000000000015 37.755233900000007 6.0000000000000009 67.91500000000002 27.500000000000004 55.801384500000005 34.500000000000007 82.905000000000015 55.858844800000007 8.5000000000000018 37.563506350000004 59.505000000000003 68.515000000000015 78.605000000000004 37.995000000000012 8.5000000000000018 9.5000000000000018 112.00500000000001 24.500000000000004 82.948524700000021 21.500000000000004 21.500000000000004 20.500000000000004 45.022979600000006 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 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 -2 12 6 7 14 16 21 -5 22 13 20 -4 -16 19 -10 -19 -8 -3 -9 -1 25 -25 -24 27 29 -29 -27
right_child=1 4 5 10 -6 -7 8 9 17 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=31.277466098970912 13996.431072443183 115781.675 1639.5949063387784 -269153.01169354835 -33223.024808661889 43850.631293063692 65077.799467329547 -64535.169569146463 -165683.17677556819 37789.343981933598 -108305.34461137821 56352.427545875733 -24447.489843750001 43885.607451923075 232262.56732954548 73433.327135416665 63533.0603881836 32236.400497159091 -118724.94424078526 -49676.751299252719 244940.96860795456 -18192.189325131749 -1850.117745431608 -16834.499969365861 80261.42155257937 -1249.3817060684278 -32413.252344499764 437202.32486413047 90121.838525041865 39038.687795789578
leaf_weight=4003778 44 36 22 31 86 144 22 134 44 122 39 129 23 39 22 30 32 22 39 184 22 338 60397 4032 126 1919 521 23 175 1229
leaf_count=4003778 44 36 22 31 86 144 22 134 44 122 39 129 23 39 22 30 32 22 39 184 22 338 60397 4032 126 1919 521 23 175 1229
internal_value=0 -11873.1 -19985.6 -104840 38101.5 -11610.3 -19509.8 -4247.79 -49232.9 -17148.8 -179538 4.30044 89217.4 116169 99308.7 140630 -23847.7 -106773 -64279.9 -37421.4 164773 -31348.9 2.51544 -1680.52 -13892.2 -890.404 14099 21341.3 130439 14479.3
internal_weight=0 1475 1269 114 206 1155 1011 668 343 594 70 4.07233e+06 120 97 74 52 238 105 61 206 58 472 4.0722e+06 68422 4158 64264 3867 3346 198 3148
internal_count=4073804 1475 1269 114 206 1155 1011 668 343 594 70 4072329 120 97 74 52 238 105 61 206 58 472 4072200 68422 4158 64264 3867 3346 198 3148
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=3 0 6 4 4 2 1 1 1 7 0 6 0 0 0 0 0 6 1 6 0 1 1 1 6 6 1 6 1 0
split_gain=1.93715e+13 7.53269e+13 7.13331e+13 7.67564e+13 6.5673e+13 1.1218e+14 1.82583e+14 1.33797e+14 1.61205e+14 1.25448e+14 1.24729e+14 1.26173e+14 1.05802e+14 4.9102e+14 2.65363e+14 3.21316e+14 1.01647e+14 9.90886e+13 9.627e+13 9.25888e+13 2.50937e+14 8.55822e+13 1.12531e+14 8.00421e+13 9.91371e+13 7.85046e+13 7.67728e+13 1.24281e+14 8.71926e+13 7.63729e+13
threshold=20.500000000000004 44.046956350000009 112.00500000000001 23.500000000000004 24.500000000000004 75.000000000000014 37.343102500000008 30.345769800000003 30.323041000000003 6.0000000000000009 55.768246800000007 156.15000000000003 55.775215600000003 55.783232450000007 55.753967500000009 55.759969450000007 55.728148450000006 77.565000000000012 37.442254400000003 104.01000000000001 45.015054600000006 60.605526900000008 60.590708550000009 30.315889700000003 50.795000000000009 79.710000000000022 37.631035900000008 58.995000000000012 37.563506350000004 56.83050475000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 8 23 -10 19 -12 14 -14 16 -16 18 -3 -8 -9 -21 22 -6 24 -7 -11 27 -20 -29 -24
right_child=1 4 -4 -5 21 7 12 10 9 25 11 -13 13 -15 15 -17 -18 -19 26 20 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=-29.650455910171033 219111.07609797298 55507.06616157281 -85171.855859375006 52609.330271661936 -1598.2924911093253 -5626.9704768333468 -48893.871190824968 3758.9253283837761 8354.057585501163 90513.220321920642 -10454.247158339429 -178480.18661458336 150715.0391773897 9999.1418731658887 -280782.86000976566 -16718.455303955077 57843.823571905232 170615.1416565534 -5099.9537260841844 330584.05077283137 29612.662311629145 8190.4443760758431 3526.1877015761661 -67235.844071551066 37350.691131397129 229075.48457031252 -11766.44701829806 41983.787186164533 171321.22817486702 -54223.920347792322
leaf_weight=3999853 37 273 26 110 41292 1081 336 7882 188 276 6494 45 289 1747 72 128 352 103 245 29 619 9280 343 123 1066 48 567 117 94 689
leaf_count=3999853 37 273 26 110 41292 1081 336 7882 188 276 6494 45 289 1747 72 128 352 103 245 29 619 9280 343 123 1066 48 567 117 94 689
internal_value=0 1603.73 67512.5 94517.9 1449.18 6000.63 20454.2 2500.39 22649.5 73335.6 -1219.49 -11610.6 14111.2 29973.1 -2788.28 -111782 9952.03 87039.3 -2452.62 6746.19 43082.1 -506.553 -2413.46 11217.2 15711.7 111041 12800.8 43348.3 99603.3 -35029.8
internal_weight=0 73951 173 147 73778 22174 4323 17851 2782 512 15069 6539 3947 2036 1911 200 1711 376 1359 8530 648 51604 42324 2270 2147 324 1023 456 211 1032
internal_count=4073804 73951 173 147 73778 22174 4323 17851 2782 512 15069 6539 3947 2036 1911 200 1711 376 1359 8530 648 51604 42324 2270 2147 324 1023 456 211 1032
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 4 6 1 0 4 0 5 1 4 0 1 0 0 4 4 7 1 4 0 6 0 7 1 1 0
split_gain=2.00713e+13 1.21164e+14 1.3676e+14 6.12381e+14 8.61041e+14 4.35007e+14 3.13301e+14 2.53059e+14 2.27221e+14 2.85013e+14 2.19666e+14 4.44679e+14 2.7369e+14 1.94345e+14 3.39304e+14 2.76655e+14 2.06844e+14 2.03246e+14 1.93831e+14 1.93048e+14 2.41612e+14 7.98725e+14 3.87599e+14 3.76938e+14 1.80286e+14 1.71482e+14 1.78712e+14 2.66641e+14 1.66178e+14 3.7995e+14
threshold=36.000000000000007 94.02500000000002 37.401708450000008 55.660117850000006 55.728148450000006 14.500000000000002 40.490000000000002 37.234509300000006 55.910578700000009 4.5000000000000009 55.801384500000005 1.5000000000000002 37.290808600000013 3.5000000000000004 55.554045200000012 37.563506350000004 55.554045200000012 55.806294650000005 17.500000000000004 14.500000000000002 6.0000000000000009 37.543519500000009 15.500000000000002 55.539595350000006 78.605000000000004 55.93962770000001 6.0000000000000009 37.374856000000008 37.374856000000008 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 28 -7 -1 13 -10 11 -8 -12 14 -4 -16 18 -17 19 -15 -21 22 -22 -23 -5 26 -14 -28 -6 -30
right_child=-2 -3 8 4 5 6 10 -9 9 -11 12 -13 25 16 15 17 -18 -19 -20 20 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-28700.492761163805 61.496316569680438 12494.603187397874 50913.558475464815 -143154.62699597064 -4211.5975521532855 594.41637102135633 -135027.56478003104 7423.3016024625094 230190.87440878377 -51606.435322028214 -6537.9152999751532 75927.187528471215 -43299.787121626468 -16220.517586678829 -194253.45241727942 -20086.073222212359 692.10674144033555 -207696.33722889458 -36075.772304709921 -16375.571400602428 115602.52719550606 -74677.772913411463 -1435.9846080810419 317734.29774436093 44815.818789062498 -178123.5899661642 -79088.823501612307 -239113.50652412279 13154.891489186473 168473.22745521623
leaf_weight=2198 3783399 6696 258 706 2382 1784 141 16474 37 1198 845 343 1614 7058 170 418 238646 67 2668 1842 333 30 1883 133 55 142 1202 114 770 198
leaf_count=2198 3783399 6696 258 706 2382 1784 141 16474 37 1198 845 343 1614 7058 170 418 238646 67 2668 1842 333 30 1883 133 55 142 1202 114 770 198
internal_value=0 -801.175 -1114.98 -7625.75 -27205.8 -19036 -34755.5 3170.94 -374.601 -43163.9 -49085.1 14471.4 -56938.4 -166.146 -46220.2 -84480.5 0.31727 -46003.4 -11836.8 -6103.22 10814.1 31866.3 16151.5 245511 -129569 -70801.8 -65600.5 -92951.1 9986.55 44924.6
internal_weight=0 290405 283709 28968 10296 9535 6185 18672 254741 1235 4401 484 3917 253506 913 655 252593 485 13947 11279 4221 2379 2216 163 761 3072 2930 1316 3350 968
internal_count=4073804 290405 283709 28968 10296 9535 6185 18672 254741 1235 4401 484 3917 253506 913 655 252593 485 13947 11279 4221 2379 2216 163 761 3072 2930 1316 3350 968
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 1 0 1 0 0 1 1 6 0 1 6 1 2 0 0 0 4 1 4 0 4 1 5 7 6
split_gain=1.97239e+13 2.10003e+14 2.68091e+14 2.13102e+14 1.83302e+14 1.83249e+14 3.45228e+14 2.71675e+14 3.47868e+14 4.53234e+14 2.69769e+14 3.50968e+14 2.36498e+14 2.19071e+14 3.01804e+14 2.84005e+14 2.33668e+14 3.61186e+14 3.04671e+14 4.15099e+14 3.05283e+14 3.82209e+14 3.80699e+14 3.04329e+14 2.71665e+14 2.67188e+14 7.89161e+14 3.22145e+14 4.27754e+14 4.55491e+14
threshold=451.00000000000006 38.782330450000011 55.418618900000006 54.431501800000014 14.500000000000002 38.109452700000006 56.228352100000002 38.430814800000007 55.214863500000007 55.071632200000003 37.631035900000008 37.957884500000006 72.50500000000001 55.193450100000007 37.978059650000013 75.010000000000005 37.924401400000008 75.000000000000014 55.812023600000011 55.910578700000009 55.622114900000007 24.500000000000004 37.978059650000013 16.500000000000004 55.702806750000008 5.5000000000000009 36.865631950000008 2.5000000000000004 6.0000000000000009 80.030000000000015
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 3 4 -1 -3 6 13 -7 9 -9 12 -12 -8 14 15 -5 17 -15 20 -20 22 -22 -18 -24 -23 26 -19 -27 -29 -30
right_child=-2 2 -4 5 -6 7 10 8 -10 -11 11 -13 -14 16 -16 -17 18 25 19 -21 21 24 23 -25 -26 27 -28 28 29 -31
leaf_value=158204.85604106105 -98.259873372746625 2035.0729710812336 -19629.099094258123 -14315.788138934002 132535.25251218464 11696.956934826474 -5149.0269996274737 -13037.369889582249 -8000.4140363869083 42334.48909921055 -124481.16625604146 -24236.150914177575 -45955.133667207294 -667.96552762890633 15371.323615129982 -71028.879480322008 -55457.177386856456 -16082.396695422731 -33323.513449987746 -2704.3348986256724 554.6757202214111 67327.917219375246 19584.601637844509 -33882.947040209889 -209.39240421866981 724.09457115559883 18369.177487213714 18513.322929455029 12327.563075151704 -26175.208253454402
leaf_weight=86 3396489 8580 11437 10391 109 35352 13377 2534 20295 3548 472 1343 1589 286820 3263 965 2078 8218 7732 10360 32267 1533 2475 1868 974 136585 34822 25661 7247 5334
leaf_count=86 3396489 8580 11437 10391 109 35352 13377 2534 20295 3548 472 1343 1589 286820 3263 965 2078 8218 7732 10360 32267 1533 2475 1868 974 136585 34822 25661 7247 5334
internal_value=0 492.738 -9569.25 800.88 3672.15 780.279 242.562 5966.54 -1713.7 19264.4 -13897 -50305.4 -9481.57 652.653 -11433.2 -19135.1 965.935 1663.59 -4972.9 -15790.1 -222.211 3476.95 -20255.6 -3412.72 41088.9 4733.05 11791 2995.48 11107.9 -3996.56
internal_weight=0 677315 20126 657189 8689 657103 595374 61729 26377 6082 16781 1815 14966 578593 14619 11356 563974 504687 59287 18092 41195 34774 6421 4343 2507 217867 43040 174827 38242 12581
internal_count=4073804 677315 20126 657189 8689 657103 595374 61729 26377 6082 16781 1815 14966 578593 14619 11356 563974 504687 59287 18092 41195 34774 6421 4343 2507 217867 43040 174827 38242 12581
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 0 0 2 0 5 6 1 0 4 7 4 0 1 4 0 1 6 6 1 4 7 1 0 7
split_gain=1.94101e+13 1.23945e+14 4.17187e+14 3.82512e+14 3.01004e+14 3.33424e+14 3.3087e+14 4.54009e+14 6.26236e+14 9.07492e+14 2.89212e+14 2.53917e+14 1.94882e+14 2.81457e+14 2.51357e+14 6.39932e+14 4.19944e+14 3.12822e+14 3.10366e+14 2.07544e+14 1.9287e+14 1.90951e+14 1.90362e+14 1.86464e+14 1.78975e+14 4.56216e+14 1.95371e+14 1.77798e+14 9.3698e+14 2.57784e+14
threshold=37.649344350000007 37.740454950000007 55.93962770000001 21.500000000000004 55.728148450000006 55.812023600000011 55.633951400000008 55.595177750000005 75.000000000000014 55.579943700000008 1.5000000000000002 50.410000000000004 37.702956500000006 55.791814000000009 22.500000000000004 6.0000000000000009 10.500000000000002 55.753967500000009 37.682335600000009 26.500000000000004 55.883833400000007 37.729575300000008 61.805000000000007 108.05000000000001 37.71815560000001 11.500000000000002 6.0000000000000009 37.768783500000005 55.390026600000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 12 7 8 23 -10 -8 -9 14 -14 15 -6 -17 18 -16 -20 -7 -15 -11 -2 25 -4 -26 28 -3 -30
right_child=1 27 3 -5 5 20 10 11 9 22 -12 -13 13 21 17 16 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=421.06290882205144 -68655.004116546959 -17293.871345681022 -34291.212172192136 121684.92837877339 22536.153714486372 -12422.184873382737 -3414.0468228999434 1015.9081296755656 -6281.7676357180098 119734.28033288044 -30894.061552233634 38499.279725002525 -4662.0179797613355 21785.501536655887 -323509.39861778845 926.84966780181628 156327.51494338966 -101823.96825198788 87351.552620130708 -8249.6177414331687 5495.9970717333845 95921.658539045413 313311.21815333108 186896.97688577589 -17734.750423758371 152857.23359644398 -81368.55669263615 -88.535284859934364 12710.023682755605 37452.07688869485
leaf_weight=862901 1848 10084 1281 147 3579 11556 6466 3604 13130 115 9394 3625 5876 1449 26 234 677 281 357 624 12511 457 91 29 714 145 1488 3100886 14252 5977
leaf_count=862901 1848 10084 1281 147 3579 11556 6466 3604 13130 115 9394 3625 5876 1449 26 234 677 281 357 624 12511 457 91 29 714 145 1488 3100886 14252 5977
internal_value=0 -113.157 -4007.34 -36454.1 -2394.17 3958.31 -8634.7 -821.32 -10626 -3014.31 -19690.7 19812 16499.3 6169.28 30412 41583 116411 -8530.31 17503 26541 -3107.59 39561.1 205246 -64706.7 -42861.6 -15261.4 -60735.3 -14.0313 7607.39 20020.5
internal_weight=0 3.2109e+06 79704 3775 75929 37627 38302 22442 15213 13336 15860 7229 13560 7782 5778 4490 911 1288 1007 981 24067 1906 206 1877 3628 1426 2202 3.1312e+06 30313 20229
internal_count=4073804 3210903 79704 3775 75929 37627 38302 22442 15213 13336 15860 7229 13560 7782 5778 4490 911 1288 1007 981 24067 1906 206 1877 3628 1426 2202 3131199 30313 20229
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=1 4 4 1 6 0 0 0 7 0 4 4 0 7 0 0 1 5 6 2 4 0 1 0 0 4 7 0 7 0
split_gain=2.05111e+13 1.13839e+14 1.75366e+14 2.86418e+14 1.9588e+14 1.40871e+14 3.37477e+14 1.6128e+14 1.36886e+14 1.8759e+14 1.71468e+14 1.35531e+14 3.7022e+14 2.49618e+14 2.59088e+14 1.79919e+14 4.02461e+14 1.67521e+14 1.73898e+14 1.35009e+14 4.91952e+14 4.08761e+14 4.27103e+14 5.06757e+14 3.89132e+14 3.28439e+14 2.66191e+14 4.19383e+14 2.43989e+14 2.28794e+14
threshold=30.242318500000007 3.5000000000000004 6.5000000000000009 30.084656550000002 130.05000000000004 54.94613300000001 54.932051950000009 57.719618750000002 6.0000000000000009 59.856552950000008 5.5000000000000009 5.5000000000000009 54.73499850000001 6.0000000000000009 54.707511300000007 54.707511300000007 20.507515800000004 3.5000000000000004 142.05000000000004 3338.0000000000005 9.5000000000000018 59.825842200000004 30.157841000000001 59.939085000000013 59.764576050000009 10.500000000000002 6.0000000000000009 59.838047850000002 6.0000000000000009 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 11 -7 -5 10 -10 17 13 14 -13 16 -15 -3 -19 20 26 -22 -23 28 -21 -25 -4 -28 -24 -26
right_child=-2 2 19 4 -6 7 -8 -9 9 -11 -12 12 -14 15 -16 -17 -18 18 -20 24 21 22 23 25 29 -27 27 -29 -30 -31
leaf_value=-17854.46390080512 38.563274129797875 2977.1753236494901 -17905.865775745897 16815.208483278104 193406.92279411765 -60295.509809045114 110033.23267642644 -4263.8045708453483 105563.90181453805 -672.31075869278175 -91170.607535807299 -73784.572959421654 -71172.896929746683 -36609.420112221931 136754.75203217752 -60498.244785345873 197226.53058035715 -140793.62482364429 17612.055428685897 -253.40133631108574 -54827.757338986026 17021.181868276602 -15978.843585611985 -40520.687086763348 74403.962809916207 5073.2777465320969 34191.99658686253 -83510.881966124187 -54184.686904683818 6740.3330642250403
leaf_weight=4014 3956930 3853 7757 5631 68 543 333 9521 575 355 48 67 264 177 458 206 126 170 117 27270 1397 11401 9073 1683 1153 25800 379 1504 2049 882
leaf_count=4014 3956930 3853 7757 5631 68 543 333 9521 575 355 48 67 264 177 458 206 126 170 117 27270 1397 11401 9073 1683 1153 25800 379 1504 2049 882
internal_value=0 -1305.61 -717.033 7179.84 24550.3 -144.605 12310.9 -7286.98 22813 57346 90406.2 6326.82 34521.2 61506.9 109886 11607.1 60629.3 -2512.86 -76217.1 -2684.7 -5363.1 -1475.44 15.0436 -5007.28 2894.47 2281.2 -26093.1 -59820.3 -23017.5 45077.5
internal_weight=0 116874 112860 22512 6677 15835 5771 10064 6609 978 623 5438 1298 1034 525 509 303 4140 287 90348 61043 51403 50006 38605 29305 27483 9640 1883 11122 2035
internal_count=4073804 116874 112860 22512 6677 15835 5771 10064 6609 978 623 5438 1298 1034 525 509 303 4140 287 90348 61043 51403 50006 38605 29305 27483 9640 1883 11122 2035
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 6 1 7 6 6 6 6 0 6 0 0 6 1 0 0 0 5 0 6 6 0 1 1 6 0
split_gain=1.93016e+13 1.58771e+14 1.01023e+14 1.37088e+14 7.09489e+13 7.30186e+13 9.91558e+13 2.06961e+14 6.17856e+13 6.65332e+13 6.11045e+13 1.23753e+14 6.08809e+13 5.38647e+13 5.19497e+13 1.77942e+14 6.89933e+13 1.10425e+14 5.89437e+13 8.25627e+13 1.2276e+14 8.74043e+13 7.27296e+13 5.25511e+13 5.03525e+13 5.84817e+13 4.92586e+13 6.17337e+13 1.54917e+14 6.23528e+13
threshold=2.5000000000000004 38.247071200000008 43.862029600000007 47.17130860000001 44.685196900000008 67.445000000000007 34.382014200000008 6.0000000000000009 59.505000000000003 39.355000000000011 82.00500000000001 91.02500000000002 57.892117950000006 100.05000000000001 44.046956350000009 44.878071950000013 43.405000000000008 42.186961750000002 57.60122925000001 45.177967300000006 45.047736150000013 4.5000000000000009 57.670849000000011 149.05000000000004 70.50500000000001 43.051287600000009 72.839788400000018 60.307188350000011 101.02000000000002 55.193450100000007
decision_type=2 2 2 2 2 2 2 2 2 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 12 24 13 -6 7 10 9 -5 -7 -12 14 -1 -3 -16 -17 18 19 20 21 -18 -20 -22 -4 -26 27 -10 -29 -30
right_child=-2 2 3 8 5 6 -8 -9 26 -11 11 -13 -14 -15 15 16 17 -19 22 -21 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=24958.272098494166 -36.626171997622691 21844.499985220282 -11600.986642994059 -1650.3051278820826 -6135.4519212347705 -14544.899360289317 -40273.386103086123 -262224.47109375003 -5388.4295583472667 6763.170085257254 132937.66669832284 5096.022682632939 -21741.936232947592 169526.21545758931 -17475.496039985675 3592.1804665009763 9851.6589861708962 -16531.115785040685 59673.881507508333 8098.056990442441 41127.070776999135 160450.07721354169 1567.4087288338144 181587.16591435185 49788.837506200398 -51734.606239652887 -11623.366889106339 6142.6405109117113 173932.30110960145 58947.9883762846
leaf_weight=324 3961637 2306 4640 15094 13369 353 1512 28 4377 24912 109 248 736 28 2881 15582 3255 1201 610 10105 1978 39 333 27 63 571 5446 1822 69 149
leaf_count=324 3961637 2306 4640 15094 13369 353 1512 28 4377 24912 109 248 736 28 2881 15582 3255 1201 610 10105 1978 39 333 27 63 571 5446 1822 69 149
internal_value=0 1293.6 2826.6 147.568 -7939.87 -8940.45 -25607.1 4440.9 1709.4 3588.82 14957.3 44128.9 6746.59 36458 7293.81 6362.04 8434.96 12735.2 14885.3 13399.6 23509.5 11634.7 39154.8 43018.6 -15212.8 -41646.3 -4628.64 1307.67 15674.7 95342.1
internal_weight=0 112167 96196 57143 15971 15619 2250 738 51869 40006 710 357 39053 352 38317 36011 33130 17548 16347 15404 5299 3294 943 2005 5274 634 11863 6417 2040 218
internal_count=4073804 112167 96196 57143 15971 15619 2250 738 51869 40006 710 357 39053 352 38317 36011 33130 17548 16347 15404 5299 3294 943 2005 5274 634 11863 6417 2040 218
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 2 1 0 1 2 6 1 7 0 1 1 1 2 1 6 4 4 0 6 1 6 1 7 1 0
split_gain=1.93105e+13 2.59961e+14 2.92403e+14 3.56983e+14 3.16932e+14 3.03187e+14 3.21486e+14 2.14836e+14 3.41392e+14 6.13521e+14 3.32722e+14 3.96254e+14 2.59264e+14 2.07843e+14 2.99096e+14 1.93785e+14 2.93571e+14 2.51164e+14 1.79785e+14 2.90024e+14 1.69929e+14 2.07412e+14 2.65082e+14 1.94836e+14 1.65442e+14 1.5163e+14 1.50593e+14 7.2797e+14 1.05515e+15 5.50374e+14
threshold=59.825842200000004 58.010305850000002 10.500000000000002 30.362494150000003 17.500000000000004 3338.0000000000005 30.242318500000007 59.699368850000006 30.389265100000003 3338.0000000000005 85.020000000000024 30.452677500000004 6.0000000000000009 57.978821400000008 56.128886000000001 30.084656550000002 30.624707450000006 4311.5000000000009 30.509101000000005 78.605000000000004 26.500000000000004 25.500000000000004 60.034792100000011 70.00500000000001 30.323041000000003 93.050000000000011 30.509101000000005 6.0000000000000009 30.624707450000006 59.764576050000009
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 6 25 15 9 -9 26 12 -12 -1 -15 -3 -17 -18 19 -5 21 -2 23 -23 -25 -4 -10 -28 29 -29
right_child=20 2 3 18 -6 -7 -8 8 10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.1474176295582026 628.87023850367257 -35534.499891438711 -57818.658554909707 -36095.023830879087 31556.869687851795 40368.328745956183 -8781.5158413350964 -20349.103695554139 2815.8318933368605 76261.655306277069 234270.47701344211 8989.3160258747866 -63996.421530330881 -21433.586324295422 17665.304044925 24860.929286077684 -16055.718810359567 1360.7078238272077 -18401.306723874477 -127676.91787793417 -16585.50523229707 26988.498432099001 -5037.2405725853969 -29212.204907483556 115425.55541733565 -193754.18386038451 8403.5055059872593 154575.99508618691 42550.167982966952 457094.25330188678
leaf_weight=3591056 380518 2140 1052 3742 2229 937 4348 6149 5045 736 204 237 34 2307 12878 3100 16509 16612 7246 381 5627 2841 2534 95 472 89 3779 139 662 106
leaf_count=3591056 380518 2140 1052 3742 2229 937 4348 6149 5045 736 204 237 34 2307 12878 3100 16509 16612 7246 381 5627 2841 2534 95 472 89 3779 139 662 106
internal_value=0 -71.0499 -5879.38 -16237.2 -934.257 -12204.5 -21179 -2139.11 7186.04 -10021.5 18794.3 100517 191661 50.5144 11725.2 -6293.75 -4566.16 -7320.42 -27887.1 -44558 667.162 918.367 19457.4 37670.2 91191.7 -68421.9 14805.2 27713 108166 285461
internal_weight=0 3.68172e+06 75476 20024 8655 6426 5489 55452 17091 6885 10206 475 238 3.60624e+06 15185 38361 36221 33121 11369 4123 392087 386460 5942 3408 567 1141 9731 4686 907 245
internal_count=4073804 3681717 75476 20024 8655 6426 5489 55452 17091 6885 10206 475 238 3606241 15185 38361 36221 33121 11369 4123 392087 386460 5942 3408 567 1141 9731 4686 907 245
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=6 4 4 3 3 0 6 0 0 0 0 0 1 1 0 1 1 1 6 5 0 1 3 1 0 6 3 6 1 4
split_gain=1.94513e+13 5.75588e+13 1.5032e+14 1.44531e+14 1.28371e+14 1.59958e+14 1.10903e+14 1.22402e+14 1.47883e+14 1.14355e+14 1.03452e+14 1.02556e+14 1.12782e+14 2.91767e+14 1.06865e+14 1.52783e+14 9.93608e+13 9.83267e+13 9.56344e+13 1.472e+14 1.04374e+14 9.81806e+13 9.46459e+13 9.42428e+13 1.4168e+14 9.12593e+13 8.82831e+13 1.09921e+14 9.83729e+13 8.79316e+13
threshold=100.05000000000001 14.500000000000002 11.500000000000002 3.5000000000000004 8.5000000000000018 59.699368850000006 104.01000000000001 56.006509350000009 55.834019500000004 59.963561900000009 58.010305850000002 59.864072000000007 30.509101000000005 30.389265100000003 59.982409200000006 30.452677500000004 30.226173900000003 30.205407000000005 103.03500000000001 3.5000000000000004 55.791814000000009 82.948524700000021 10.500000000000002 38.965413050000002 60.05226170000001 247.90000000000001 11.500000000000002 120.05000000000001 30.425503950000003 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 23 29 10 7 8 18 -8 22 12 13 -4 15 26 -16 -9 20 21 -5 -20 25 24 -3 -6 28 -28 -13 -2
right_child=1 3 11 6 5 -7 9 17 -10 -11 -12 14 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=37.660843913425389 -3346.7303857055181 -1161.1845374646616 4033.8791123374212 -11401.777891425709 -18704.211343421473 48693.87188115481 2587.4316504310841 -66697.127244274074 -70874.696991464123 -23415.776729770048 -219487.19337439907 38500.109575826784 10217.090376593311 -180900.15366908483 101510.28435088735 -169173.66967075894 -19993.906925251256 14913.317122201308 -37311.239702458908 65499.196606034995 61756.97856961764 -115696.51939273757 -80960.093062320215 -30769.394968024579 -219924.84968750004 68533.68931974085 169038.19571951486 -31002.651470588236 192293.81288194447 4328.7235908318498
leaf_weight=3956282 35574 2246 358 3123 4778 357 25774 161 540 1810 26 549 8972 112 81 28 398 1778 865 119 208 196 239 3140 30 123 143 34 45 25715
leaf_count=3956282 35574 2246 358 3123 4778 357 25774 161 540 1810 26 549 8972 112 81 28 398 1778 865 119 208 196 239 3140 30 123 143 34 45 25715
internal_value=0 -1267.82 321.572 -4349.31 -1442.18 -16044.1 -1969.9 -13220.8 -21419.7 881.16 -20517.8 11314.1 7715.64 -40035.5 37899.9 60289.5 552.731 8137 -15499.6 -39963 -6833.47 -51791.5 -19511.4 -19538.7 -4044.71 -16514.8 68622.8 130612 50151.1 -126.343
internal_weight=0 117522 77532 39990 66812 5523 34574 6990 5051 27584 5166 10720 9442 470 1278 799 479 1939 4511 1180 3331 1061 5140 5416 2276 4901 771 177 594 61289
internal_count=4073804 117522 77532 39990 66812 5523 34574 6990 5051 27584 5166 10720 9442 470 1278 799 479 1939 4511 1180 3331 1061 5140 5416 2276 4901 771 177 594 61289
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=6 6 1 5 1 3 1 2 2 1 2 0 0 5 0 0 0 0 0 4 0 7 1 0 1 3 1 0 3 3
split_gain=1.9705e+13 3.90343e+13 1.17273e+14 1.38232e+14 1.26858e+14 8.32809e+13 1.00562e+14 7.72619e+13 1.32186e+14 7.33662e+13 7.71137e+13 3.65148e+14 2.21081e+14 1.40036e+14 1.33166e+14 2.04658e+14 1.54785e+14 1.3508e+14 1.18379e+14 2.14004e+14 2.12602e+14 1.70987e+14 1.3585e+14 1.16728e+14 9.88078e+13 9.18708e+13 9.07939e+13 8.84369e+13 8.55365e+13 8.50116e+13
threshold=168.45000000000002 142.05000000000004 39.004719500000007 2.5000000000000004 39.105193450000009 3.5000000000000004 38.965413050000002 9651.0000000000018 2882.5000000000005 39.135518400000002 5325.0000000000009 55.017684700000011 56.850115550000005 3.5000000000000004 53.341100000000004 51.659529100000007 57.125462300000009 56.385857200000011 55.046782850000007 9.5000000000000018 56.818587550000011 6.0000000000000009 82.918694400000007 57.670849000000011 82.901648750000021 6.5000000000000009 82.825258850000026 53.715816400000008 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 -1 5 7 -5 -3 -7 8 -4 -6 14 13 18 28 15 -11 17 27 19 22 21 26 -13 -18 -21 -14 -20 -16 -12 -17
right_child=-2 2 3 4 9 6 -8 -9 -10 10 11 12 25 -15 16 29 23 -19 20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6900125026197967 4429.8021876228986 33124.093074220647 126321.10397808909 -81113.013135973393 169565.63309659093 -9778.7324383282375 53959.233864788926 237730.89025 -66616.003320312506 -12456.642264878948 26789.449292652032 166358.23939732145 -102876.38320631639 -25915.370589506841 -161212.92127511161 231713.8896784856 29984.019877236275 -112561.83906924716 -102531.4371069027 153502.03273026316 87989.688028485194 73374.208476240558 475630.875 -83655.403880504266 17744.802330872255 14276.754971441704 -6058.6824586397061 -33603.521777316593 -138660.03348394745 66432.031315949673
leaf_weight=4053505 10017 1031 87 283 22 1883 285 25 60 1021 37 49 153 829 56 39 507 275 158 76 385 182 20 110 182 119 255 1798 201 154
leaf_count=4053505 10017 1031 87 283 22 1883 285 25 60 1021 37 49 153 829 56 39 507 275 158 76 385 182 20 110 182 119 255 1798 201 154
internal_value=0 -10.9192 -6164.59 -13341.8 -15545.7 9726.78 -1399.89 75210.7 47571.3 -12746.2 -13353.3 -135.815 30401.5 -45326.4 -22185 5394.68 -34377.9 -47159 47471.4 99571.5 30086.9 -7379.54 256002 9724.16 57735.3 -51621.9 -42965.9 -37458 -112939 99831
internal_weight=0 4.06379e+06 10282 7083 6911 3199 2168 172 147 6628 6606 2646 1579 1067 3960 1214 2746 2129 1307 327 980 595 69 617 258 272 413 1854 238 193
internal_count=4073804 4063787 10282 7083 6911 3199 2168 172 147 6628 6606 2646 1579 1067 3960 1214 2746 2129 1307 327 980 595 69 617 258 272 413 1854 238 193
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=6 4 5 3 2 0 0 0 1 2 1 4 1 4 5 2 5 5 6 0 4 1 6 6 6 1 0 0 0 0
split_gain=1.88839e+13 3.64721e+13 5.87514e+13 5.08393e+13 4.78217e+13 5.75488e+13 5.64256e+13 4.04939e+13 3.56819e+13 3.34378e+13 3.1367e+13 2.92175e+13 3.78154e+13 3.77632e+13 1.01112e+14 4.63079e+13 2.9208e+13 2.64982e+13 5.15246e+13 2.63088e+13 2.52733e+13 3.24674e+13 2.36355e+13 2.21421e+13 8.85843e+13 9.20547e+13 7.87815e+13 7.75665e+13 7.16422e+13 6.93152e+13
threshold=19.050000000000004 9.5000000000000018 2.5000000000000004 3.5000000000000004 2851.5000000000005 44.685196900000008 55.539595350000006 45.047736150000013 83.689608100000015 915.50000000000011 82.901648750000021 7.5000000000000009 113.48479755000001 5.5000000000000009 3.5000000000000004 75.000000000000014 3.5000000000000004 1.5000000000000002 15.450000000000001 55.633951400000008 17.500000000000004 37.488790500000007 15.450000000000001 42.005000000000003 44.010000000000012 30.472130500000002 59.963561900000009 59.898927250000007 60.05226170000001 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -7 16 -3 -11 13 19 -1 15 -15 -6 18 -5 -13 21 -8 -17 28 25 26 27 -25 -2 -29
right_child=23 2 4 17 8 6 20 -9 -10 10 -12 12 -14 14 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-3623.8156806169959 451.1430196777917 -52073.190283098796 215603.94695312504 36507.465531053735 -23685.360596894054 95466.545023777173 725.58420898437498 -64364.782904411761 130891.86236281623 6643.8270511862229 -47268.429958917026 -1330.3624103929087 76105.631770833337 -105916.21950520834 220712.60781250001 38470.90044252565 78155.558329503678 -13849.702378703791 1515.9776961835826 -18498.969487751827 172029.87495117189 119131.71461647729 -12202.291697032417 5016.3883358632702 28.738525043921399 -2502.8988681654514 -4746.0374112635554 40216.98866800886 -4393.8695975204828 9536.6412365050146
leaf_weight=12398 1345422 234 25 663 164 23 40 51 21 422 145 1295 48 30 25 294 34 410 1152 2872 32 55 134 7894 2435446 225056 5236 1394 31228 1561
leaf_count=12398 1345422 234 25 663 164 23 40 51 21 422 145 1295 48 30 25 294 34 410 1152 2872 32 55 134 7894 2435446 225056 5236 1394 31228 1561
internal_value=0 -3022.46 6323.31 1334.15 40249.6 72519.7 54723.1 -14687.5 6948.03 -20268.9 -7143.26 -4919.93 -12146.8 -2555.11 24877.2 14187.4 -6197.53 9111.23 14298 -13163.4 95167.1 69276.5 22605.9 15.3366 -152.285 -1980.56 5327.84 10189.7 341.239 24009.9
internal_weight=0 20567 3471 3026 445 226 201 74 219 801 567 17096 4215 12881 483 458 198 2225 1815 4167 127 95 428 4.05324e+06 2.67659e+06 241141 16085 10849 1.37665e+06 2955
internal_count=4073804 20567 3471 3026 445 226 201 74 219 801 567 17096 4215 12881 483 458 198 2225 1815 4167 127 95 428 4053237 2676587 241141 16085 10849 1376650 2955
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=4 0 0 4 3 3 0 3 6 3 6 6 7 6 0 0 6 6 6 6 3 1 1 5 0 2 2 0 4 4
split_gain=1.86873e+13 5.08101e+13 7.82888e+13 1.0339e+14 6.05833e+13 5.86771e+13 3.61362e+13 3.36954e+13 3.15624e+13 5.09344e+13 3.01629e+13 3.51552e+13 5.19025e+13 2.94554e+13 2.76437e+13 2.63553e+13 2.46202e+13 2.2967e+13 2.16888e+13 1.90059e+13 1.85644e+13 1.84743e+13 7.31941e+13 7.43041e+13 7.30891e+13 6.01815e+13 1.91125e+14 1.15274e+14 7.5707e+13 7.66693e+13
threshold=37.500000000000007 55.834019500000004 55.768246800000007 38.500000000000007 23.500000000000004 29.500000000000004 55.801384500000005 34.500000000000007 63.415000000000006 15.500000000000002 80.030000000000015 66.990000000000023 6.0000000000000009 82.905000000000015 55.858844800000007 55.696737300000009 59.815000000000005 78.010000000000005 37.505000000000003 78.605000000000004 8.5000000000000018 92.791023150000015 92.948588300000011 1.5000000000000002 55.972700350000004 5160.5000000000009 5325.0000000000009 56.148747500000006 17.500000000000004 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=7 2 5 6 13 8 -4 21 9 18 11 16 19 14 20 -11 -5 -14 -2 -13 -3 -1 23 -23 -25 27 -27 28 29 -24
right_child=1 4 3 10 -6 -7 -8 -9 -10 15 -12 12 17 -15 -16 -17 -18 -19 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-34.026513419469374 16534.091666666667 104394.86354166667 -242249.9564516129 -26364.736679077148 -29247.864642759811 76707.190391474185 -97603.747556089744 51111.458043771199 13571.134640643348 -16071.676925580929 65876.681458333333 -94550.978215144234 -87300.873721590906 -21024.02751358696 39744.346233974356 74913.251044921883 81645.321467391317 42388.299479166672 -93909.206879714446 -195589.18671875002 220992.92869318184 -641.36665268388367 2967.1548940878847 -44501.962220710731 9134.1892753666671 58661.508167481763 390.72464711458048 -26128.170921501358 25546.435706347875 -12612.138197565982
leaf_weight=3956128 21 36 31 256 86 92 39 129 326 156 30 52 22 23 39 40 23 36 116 29 22 14605 6702 257 22213 568 62440 2406 906 5975
leaf_count=3956128 21 36 31 256 86 92 39 129 326 156 30 52 22 23 39 40 23 36 116 29 22 14605 6702 257 22213 568 62440 2406 906 5975
internal_value=0 -11253.8 -18731.7 -48638.8 34811.7 1896.6 -161661 4.07613 -8547.37 -30200.9 -30979 -37930.4 -79017.1 80721.1 104846 2496.68 -17460.7 -6804.15 -76979.9 -130725 148622 2.45714 1245.94 4911.49 8520.73 -474.377 916.02 -5953.53 -2379.93 -4375.77
internal_weight=0 1475 1269 518 206 751 70 4.07233e+06 659 333 448 418 139 120 97 196 279 58 137 81 58 4.0722e+06 116072 37075 22470 78997 63008 15989 13583 12677
internal_count=4073804 1475 1269 518 206 751 70 4072329 659 333 448 418 139 120 97 196 279 58 137 81 58 4072200 116072 37075 22470 78997 63008 15989 13583 12677
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 1 1 1 1 0 1 1 0 2 1 1 2 7 0 4 4 0 6 1 7 0 1 0 4 0
split_gain=1.85742e+13 1.2173e+14 1.5805e+14 4.1216e+14 8.33054e+14 1.0294e+15 9.80689e+14 6.13118e+14 4.23508e+14 5.98222e+14 2.75315e+14 2.3543e+14 3.44297e+14 3.77268e+14 2.85196e+14 3.06254e+14 2.70087e+14 2.50983e+14 2.57323e+14 2.47334e+14 2.46436e+14 3.35792e+14 3.20065e+14 2.35366e+14 5.18466e+14 2.26713e+14 2.32069e+14 6.60016e+14 3.4344e+14 4.91074e+14
threshold=18.500000000000004 37.682335600000009 37.401708450000008 55.667390500000003 55.676890650000011 37.425454150000007 37.46219940000001 37.563506350000004 37.618684050000006 55.539595350000006 37.649344350000007 30.438492500000006 55.685785750000008 75.000000000000014 37.343102500000008 37.374856000000008 3338.0000000000005 6.0000000000000009 55.123213100000008 22.500000000000004 25.500000000000004 59.898927250000007 62.995000000000012 37.631035900000008 6.0000000000000009 55.910578700000009 37.442254400000003 55.783232450000007 23.500000000000004 55.81943720000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 25 -4 9 -9 -8 -2 17 -14 16 -16 20 -13 -19 -20 22 -22 -15 24 -7 26 28 -28 29 -6
right_child=1 -3 3 4 6 23 10 8 -10 -11 -12 12 13 14 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=85.318875813581997 2913.0343665197292 -1715.4365563987012 -20679.905223454509 -191466.13440600201 50888.686872214392 60482.106804459952 148.15769671997242 -4596.3482144546761 -42301.725487326032 48009.816399392992 41317.439332047361 -7034.8032552550058 -41660.863249864226 -11171.48454107167 45793.779954232508 -626.44698334907935 8522.2572648035512 -17185.89109216454 14343.222216919408 55563.384067575556 -10524.637634545878 44814.236571667541 -35915.653367586165 40408.167098128215 201969.41560360842 -2671.9264079622872 -43763.753154445971 140321.29992139211 64454.680653390176 -43554.266412718687
leaf_weight=3512946 84708 341432 12544 126 1337 515 37949 4549 1230 4119 1697 5449 3276 21694 1926 5423 6660 1429 3860 2337 3523 1592 6887 389 521 961 262 759 2768 936
leaf_count=3512946 84708 341432 12544 126 1337 515 37949 4549 1230 4119 1697 5449 3276 21694 1926 5423 6660 1429 3860 2337 3523 1592 6887 389 521 961 262 759 2768 936
internal_value=0 -534.397 1303.33 5197.45 10407.7 82507 8011.53 -5997.51 12609.9 20401.9 1910.36 -546.355 -5121.07 -8833.89 -6579.59 11539.2 -9879.1 9355.65 21067.1 29888.1 -13516.1 6699.11 -17133.9 106732 131635 42453.6 49607.3 93083 40801.8 11998
internal_weight=0 560858 219426 70662 48220 1551 46669 22442 9898 8668 39646 148764 64056 50981 47705 7349 40356 13075 7626 6197 33696 5115 28581 1425 1036 7023 6062 1021 5041 2273
internal_count=4073804 560858 219426 70662 48220 1551 46669 22442 9898 8668 39646 148764 64056 50981 47705 7349 40356 13075 7626 6197 33696 5115 28581 1425 1036 7023 6062 1021 5041 2273
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=6 6 0 1 4 0 0 4 0 0 0 0 0 1 5 0 6 4 4 0 0 0 7 0 1 5 1 1 1 0
split_gain=1.84742e+13 1.52038e+14 1.46497e+14 1.74427e+14 1.56964e+14 1.49603e+14 1.66065e+14 1.78048e+14 1.55349e+14 1.29852e+14 3.821e+14 2.35493e+14 2.0498e+14 3.25266e+14 4.02737e+14 2.72499e+14 4.3071e+14 2.72103e+14 4.02917e+14 3.87892e+14 2.8259e+14 4.31362e+14 4.84759e+14 4.16091e+14 2.37826e+14 2.08253e+14 2.01096e+14 1.88994e+14 3.46299e+14 5.98128e+14
threshold=77.010000000000005 74.015000000000015 54.707511300000007 30.624707450000006 11.500000000000002 55.026775150000006 55.649510000000014 28.500000000000004 55.81943720000001 55.834019500000004 55.783232450000007 55.801384500000005 59.848366150000011 37.290808600000013 2.5000000000000004 59.838047850000002 78.010000000000005 7.5000000000000009 9.5000000000000018 59.982409200000006 59.933037250000005 59.882709350000006 6.0000000000000009 59.91832440000001 37.234509300000006 2.5000000000000004 30.370944000000005 60.571186450000006 47.256487700000001 56.115175650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 -2 -12 13 14 15 -11 -17 20 19 26 21 -14 23 25 -16 -23 -19 28 -15 -30
right_child=9 2 5 4 -6 6 8 -9 -10 12 11 -13 17 27 24 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=20.629317482253828 1005.8104214924788 -92598.825616975548 13896.600048227621 -2986.676880208237 -19215.447365345604 -14047.511841986934 11684.045270195063 127884.20022823033 -3497.1112396185731 -56062.301694059548 33459.089503017596 7326.390115296902 26719.411415652881 -861.38059902662576 -9522.5516806715295 -431506.00990566035 -95097.979826388895 63244.561437306606 3601.3108005328527 -1487.4333900200622 2518.465242628678 -204549.86753799231 117029.59921558278 -24425.83847783515 -62957.896943407191 -78638.761937069503 -1607.3839628092448 2766.706515593075 -61297.034271365672 -9980.2074646892343
leaf_weight=3514705 301334 258 5641 13909 10428 12794 8837 89 28414 795 5707 8713 1198 39935 8892 53 135 2967 32186 2097 9222 146 185 2585 919 1310 570 41708 2664 15408
leaf_count=3514705 301334 258 5641 13909 10428 12794 8837 89 28414 795 5707 8713 1198 39935 8892 53 135 2967 32186 2097 9222 146 185 2585 919 1310 570 41708 2664 15408
internal_value=0 -77.7095 -4378.22 -10807.5 -9940.44 -1543.1 -3280.35 -13067 104.292 583.569 1766.79 17668.9 -1708.85 -4152.48 -20642.1 -81665.9 -189936 3438.17 7919.7 32589.9 -8134.39 -26246.6 -41261.6 -48508.3 -14527.9 -91264.5 52793.4 -2367.51 -6059.09 -17544.8
internal_weight=0 3.59508e+06 80370 24595 24337 55775 50134 12883 37251 478729 315754 14420 162975 110509 10794 983 188 52466 37820 5634 14646 5424 4226 4041 9811 1456 3537 99715 58007 18072
internal_count=4073804 3595075 80370 24595 24337 55775 50134 12883 37251 478729 315754 14420 162975 110509 10794 983 188 52466 37820 5634 14646 5424 4226 4041 9811 1456 3537 99715 58007 18072
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=2 3 4 7 6 1 0 0 1 4 1 0 0 4 4 0 0 5 6 1 0 0 1 0 0 0 0 7 0 6
split_gain=1.92174e+13 1.1308e+14 1.82558e+14 1.43945e+14 1.27526e+14 1.74386e+14 3.09622e+14 5.85807e+14 1.46101e+14 1.42486e+14 1.4106e+14 1.3862e+14 1.36248e+14 2.18873e+14 1.93191e+14 1.2175e+14 1.25153e+14 3.60712e+14 3.88576e+14 4.92832e+14 5.60358e+14 4.79998e+14 3.38161e+14 5.51259e+14 9.39765e+14 6.63827e+14 5.00314e+14 4.74947e+14 2.98527e+14 3.47044e+14
threshold=36.000000000000007 17.500000000000004 24.500000000000004 6.0000000000000009 74.615000000000009 37.543519500000009 55.753967500000009 55.759969450000007 37.71815560000001 23.500000000000004 37.631035900000008 55.702806750000008 55.622114900000007 23.500000000000004 23.500000000000004 55.390026600000006 55.633951400000008 1.5000000000000002 69.605000000000004 37.503969450000007 55.520061350000013 55.554045200000012 37.425454150000007 55.728148450000006 55.667390500000003 55.775215600000003 55.840017500000009 6.0000000000000009 55.737027400000009 59.505000000000003
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 15 3 -3 5 12 10 9 -9 -8 11 -7 14 -14 -5 -1 17 -17 -19 20 -20 -21 23 24 -18 27 -27 28 -25 -30
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12 -13 13 -15 -16 16 22 18 19 21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-55423.604776608401 60.173888147044551 -3206.7820577227726 -1304.0888185103558 94950.486106178985 48980.769138266158 162975.38304148708 -111789.8957952326 -23128.114381173524 103756.03957595039 -342737.95813419117 14787.082416643832 34147.867735763008 19204.41250017568 73701.4711634009 -78858.434153147638 -6916.253121197301 -16902.851741700517 14459.553001848906 84873.253838963064 -19016.391915747019 -24501.697133414782 45009.836612918567 -1170.8596311421495 -58953.067618497444 -98201.392904614986 -46995.109342024087 894.51079218898144 77676.284702261837 -8318.2075565008381 95125.58545148297
leaf_weight=417 3783399 3110 17066 88 1449 145 44 1408 97 68 1046 197 2293 1086 234 26645 6551 29311 494 1916 9044 3011 169573 554 1816 3281 6510 1518 937 496
leaf_count=417 3783399 3110 17066 88 1449 145 44 1408 97 68 1046 197 2293 1086 234 26645 6551 29311 494 1916 9044 3011 169573 554 1816 3281 6510 1518 937 496
internal_value=0 -783.946 5217.73 15098 22078.8 16265.9 -1630.33 -31369.8 -14950.2 -252008 33015.7 88767.7 30796.6 36719.6 -31357.9 -1432.75 -1346.7 2257.33 7840.99 -5570.46 -18836.9 20111.5 -2673.86 -14439 -34548.1 -1784.52 -15153.5 35560.8 3386.07 27486.5
internal_weight=0 290405 28331 11265 8155 6706 3005 1617 1505 112 1388 342 3701 3379 322 262074 261657 70421 43776 14465 9538 4927 191236 21663 8367 13296 9791 3505 1987 1433
internal_count=4073804 290405 28331 11265 8155 6706 3005 1617 1505 112 1388 342 3701 3379 322 262074 261657 70421 43776 14465 9538 4927 191236 21663 8367 13296 9791 3505 1987 1433
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=6 6 1 0 0 1 6 4 1 1 5 2 4 7 1 4 0 2 3 0 1 7 3 4 5 7 0 2 4 1
split_gain=1.90046e+13 1.58707e+14 2.01696e+14 1.40622e+14 1.15793e+14 1.4266e+14 1.11804e+14 1.17365e+14 1.44974e+14 1.05536e+14 1.37389e+14 1.58143e+14 4.18923e+14 1.1317e+14 1.07144e+14 1.5708e+14 1.61852e+14 1.29212e+14 1.9781e+14 1.49903e+14 1.47662e+14 9.72078e+13 1.28025e+14 1.16984e+14 9.66798e+13 1.83344e+14 9.61665e+13 1.04122e+14 1.62582e+14 9.09667e+13
threshold=49.010000000000012 54.010000000000012 38.109452700000006 44.685196900000008 43.6005307 39.735861600000007 46.805000000000007 27.500000000000004 37.563506350000004 82.956351500000011 1.5000000000000002 75.000000000000014 14.500000000000002 6.0000000000000009 38.011626600000007 14.500000000000002 59.933037250000005 75.000000000000014 6.5000000000000009 55.60524465000001 37.71815560000001 6.0000000000000009 11.500000000000002 27.500000000000004 1.5000000000000002 6.0000000000000009 55.649510000000014 75.000000000000014 36.500000000000007 38.066230450000006
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 14 12 13 -12 15 16 17 18 20 -20 -8 23 -23 -5 25 -11 -25 28 -28 -16
right_child=1 -3 4 21 -6 -7 7 8 -10 24 11 -13 -14 -15 29 -17 -18 -19 19 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-35.045106414314837 24824.96112072251 175.29359946785337 41576.996442779026 2789.5938083604055 -4287.6896499837767 2664.9920649235455 27940.189305044933 -69087.129332898883 -242.22827090766486 -9954.2060028433061 -40941.84456490734 3132.0460744387597 29671.880803394721 23853.432452227618 70184.825803517771 -7749.752736104263 45551.825476679289 -297.63480193383066 -14783.24619318182 177217.66185271437 -176366.42754394532 -8303.4060384361328 5131.095406512507 -54830.994259510866 7496.5650697267865 1547.0759180382379 162052.2741105764 9141.8047877261524 -36173.161324508103 12169.688918946546
leaf_weight=1858867 2530 1674459 1076 64621 222006 7576 306 511 762 19595 3017 83548 1426 296 273 7555 1271 4349 55 156 40 20427 10867 69 13365 47360 177 152 54 27038
leaf_count=1858867 2530 1674459 1076 64621 222006 7576 306 511 762 19595 3017 83548 1426 296 273 7555 1271 4349 55 156 40 20427 10867 69 13365 47360 177 152 54 27038
internal_value=0 -219.504 -2225.46 1552.68 -3845.37 7504.26 212.528 2394.39 -27877.5 2578.21 4346.34 2124.07 -15646.5 -35152.7 9126.65 1921.1 13749.4 5510.29 50858 127170 4320.93 941.696 -3638.21 3144.2 -268.819 -1818.88 53841 73418.9 115714 12749.6
internal_weight=0 2.00401e+06 329555 98897 230658 8652 2.06979e+06 210923 1273 209650 129330 88287 4739 3313 41043 13732 6177 4906 557 211 346 96367 31294 65073 80320 66955 452 383 231 27311
internal_count=4073804 2004014 329555 98897 230658 8652 2069790 210923 1273 209650 129330 88287 4739 3313 41043 13732 6177 4906 557 211 346 96367 31294 65073 80320 66955 452 383 231 27311
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=6 6 4 0 1 1 0 5 1 4 1 1 1 4 0 1 1 6 2 0 1 0 7 6 5 1 4 2 6 0
split_gain=1.96514e+13 8.86967e+13 1.26221e+14 1.08104e+14 1.49611e+14 9.31675e+13 8.71547e+13 8.65786e+13 2.3265e+14 3.44331e+14 1.74012e+14 1.3008e+14 2.7985e+14 1.05631e+14 9.76616e+13 8.94738e+13 9.61704e+13 8.68374e+13 8.55506e+13 8.43744e+13 1.86399e+14 1.76622e+14 1.49936e+14 1.97143e+14 1.29673e+14 1.39218e+14 1.10463e+14 1.35327e+14 1.53677e+14 1.10301e+14
threshold=88.825000000000003 82.00500000000001 9.5000000000000018 60.042359000000012 30.303340300000002 38.958307950000012 53.20799465000001 2.5000000000000004 20.507515800000004 5.5000000000000009 30.315889700000003 37.442254400000003 37.343102500000008 2.5000000000000004 60.05226170000001 30.084656550000002 30.157841000000001 85.020000000000024 75.000000000000014 54.942865800000007 38.948208550000011 54.947152850000002 6.0000000000000009 86.920000000000016 1.5000000000000002 41.912736000000002 19.500000000000004 2506.0000000000005 84.810000000000016 55.012912000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 -3 8 -8 15 13 12 14 17 -11 -10 -17 -9 -13 20 -4 22 23 -21 25 -22 -26 28 -28 -23
right_child=-2 2 3 4 -6 -7 7 10 9 11 -12 18 -14 -15 -16 16 -18 -19 -20 21 24 29 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-41.217593170910632 -910.82177490586037 -16714.761088035171 -14936.174673711623 -100158.6186668883 -11669.43257044962 12293.839699974918 147843.52962262346 267345.33181818185 -138068.05515372983 59504.508191529931 10333.318346005739 -212002.17291666666 334272.46516047302 -28860.896445698811 -134039.74343171297 145768.57230603448 -42404.709631119491 -299.14548611111115 -3448.1878977924312 -108777.28580820863 214872.20030737706 13872.338109568289 -4172.1554039612038 -21806.34485916706 14733.152276111956 -69434.654817708346 -101448.38154871325 1486.8050260720906 45156.345078930412 543.92348635046528
leaf_weight=3707216 223862 2262 3202 235 1022 19707 143 22 93 758 4966 24 37 1877 27 29 428 27 109 284 61 6791 8322 3168 13466 24 272 2822 97 72451
leaf_count=3707216 223862 2262 3202 235 1022 19707 143 22 93 758 4966 24 37 1877 27 29 428 27 109 284 61 6791 8322 3168 13466 24 272 2822 97 72451
internal_value=0 52.9614 2499.2 948.602 -28212.8 8202.55 738.472 5361.33 25952 14370.3 437.736 50669.7 65515.1 -25077 52847.6 -48658.6 -30463.7 119868 -41082 1278.95 7169.76 -11.8779 -11440.1 -28961.5 11397.6 134597 10769 -5959.9 -62910 1686.16
internal_weight=0 3.84994e+06 142726 112217 1257 30509 10802 8540 1648 1505 6892 955 822 1926 785 550 457 49 133 110960 19944 91016 11774 3452 16742 85 16657 3191 369 79242
internal_count=4073804 3849942 142726 112217 1257 30509 10802 8540 1648 1505 6892 955 822 1926 785 550 457 49 133 110960 19944 91016 11774 3452 16742 85 16657 3191 369 79242
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 0 1 0 4 1 6 1 1 1 0 6 4 0 1 4 4 1 7 5 4 7 4 1 4 6
split_gain=1.84611e+13 1.28611e+14 3.77737e+14 2.33491e+14 3.12273e+14 3.45077e+14 2.88835e+14 4.75257e+14 9.58044e+14 1.5755e+15 4.59671e+14 6.07347e+14 5.22512e+14 4.34657e+14 8.72771e+14 8.02709e+14 6.69996e+14 3.98409e+14 5.12789e+14 8.42807e+14 5.53573e+14 4.25467e+14 3.94391e+14 4.62205e+14 3.4742e+14 3.35947e+14 4.2311e+14 3.30525e+14 3.43197e+14 3.14297e+14
threshold=59.963561900000009 59.898927250000007 30.624707450000006 19.500000000000004 18.500000000000004 59.939085000000013 30.323041000000003 59.950512650000007 11.500000000000002 30.277905650000005 73.41500000000002 30.242318500000007 30.277905650000005 30.410676000000006 59.91832440000001 86.030000000000015 12.500000000000002 59.950512650000007 30.389265100000003 11.500000000000002 8.5000000000000018 30.345769800000003 6.0000000000000009 2.5000000000000004 12.500000000000002 6.0000000000000009 17.500000000000004 30.260128500000004 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 -1 3 4 6 -6 7 29 10 27 11 -9 -13 14 -8 17 -15 18 19 22 -20 24 -16 -24 -19 26 -11 -10 -29 -3
right_child=-2 2 -4 -5 5 -7 13 8 9 25 -12 12 -14 16 15 -17 -18 21 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-42.693798661446799 -919.68404160809996 8458.6415192659751 -47345.059953062686 -5379.4010093376746 53505.65511680959 -28888.652903119826 -22689.596788648341 -68752.33314147334 -508.91195177923851 73184.438452743911 6684.6761070822922 115994.03715850273 30018.705533998385 -13733.30607900404 70732.737036246908 -3914.7858823652591 24160.005693982195 48017.805600508436 -8661.9687917587344 -105057.68898719881 142953.95078270757 -23470.789212066349 -44072.751603565703 198193.04540693681 262289.37458666426 -267868.24641173246 -242536.02926136364 -6944.2264488636374 334925.70244295639 -13067.363359272273
leaf_weight=3770754 207164 10189 1430 19280 2597 632 3101 297 1103 82 2016 1752 1185 11140 4280 3486 8029 630 297 332 1273 1212 585 91 86 285 88 55 63 20290
leaf_count=3770754 207164 10189 1430 19280 2597 632 3101 297 1103 82 2016 1752 1185 11140 4280 3486 8029 630 297 332 1273 1212 585 91 86 285 88 55 63 20290
internal_value=0 49.2742 3665.95 4438.22 6956.1 37378.9 5590.71 -498.023 23148 -42677.5 44162 67524.5 81305.3 12184.1 24710.3 36687.8 2138.43 52797.5 64088.3 49188.7 114272 12635.6 59521.6 -11460 73754.3 -201504 -90247.3 16508.6 175580 -5871.31
internal_weight=0 3.86664e+06 95886 94456 75176 3229 71947 37405 6926 1676 5250 3234 2937 34542 15373 12272 19169 8786 6858 5288 1570 1928 4956 676 716 455 170 1221 118 30479
internal_count=4073804 3866640 95886 94456 75176 3229 71947 37405 6926 1676 5250 3234 2937 34542 15373 12272 19169 8786 6858 5288 1570 1928 4956 676 716 455 170 1221 118 30479
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 1 0 5 6 6 6 0 4 4 1 6 4 0 0 1 0 4 4 4 4 3 1 5 4 4
split_gain=1.91279e+13 1.18426e+14 1.61158e+14 4.81744e+14 4.96309e+14 2.22865e+14 2.18729e+14 2.13849e+14 3.04041e+14 2.36801e+14 2.28383e+14 3.04478e+14 4.89353e+14 4.79801e+14 7.03118e+14 3.39225e+14 3.21711e+14 3.19765e+14 3.16778e+14 2.4543e+14 3.0382e+14 3.87307e+14 2.63802e+14 2.23422e+14 2.22881e+14 2.04294e+14 2.02117e+14 1.96616e+14 1.73911e+14 5.2272e+14
threshold=30.277905650000005 30.345769800000003 59.882709350000006 63.005000000000003 59.838047850000002 30.323041000000003 59.864072000000007 1.5000000000000002 64.405000000000015 42.875000000000007 67.445000000000007 59.963561900000009 5.5000000000000009 10.500000000000002 30.303340300000002 41.705000000000005 9.5000000000000018 59.950512650000007 60.028671700000011 30.315889700000003 59.982409200000006 11.500000000000002 16.500000000000004 11.500000000000002 19.500000000000004 1.5000000000000002 30.323041000000003 2.5000000000000004 7.5000000000000009 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 -2 5 -5 -6 8 9 -4 11 12 -9 15 17 -14 -13 -15 19 20 21 -18 -22 -10 -24 -17 -27 -21 -12 -30
right_child=1 -3 7 4 6 -7 -8 10 23 -11 28 16 13 14 -16 25 18 -19 -20 27 22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-1112.2875015140637 2939.966425679549 -42.304549761427573 4483.6368238228742 -101164.53964934594 50200.399612472393 9168.2149363076114 116873.09735562 21788.740460853172 25824.446162471068 25857.764855454425 -8982.0506524437405 -20537.410066608947 103710.12292902166 57972.497173295451 -10256.507047374373 -179277.6864097811 427932.39187500003 -206820.65486379332 -15545.445178699185 7090.0901713121821 -10802.388260222568 62428.777213541667 121818.3977454144 -97595.592140808774 27343.765288342925 -85973.142970376866 -18749.65710417409 125117.25680316694 45091.501338377275 560.51710390900405
leaf_weight=148955 14196 3834081 19843 215 2341 1233 623 2159 216 7016 6869 3876 110 55 6593 177 50 267 2171 2676 483 69 552 457 456 1647 614 149 3355 12300
leaf_count=148955 14196 3834081 19843 215 2341 1233 623 2159 216 7016 6869 3876 110 55 6593 177 50 267 2171 2676 483 69 552 457 456 1647 614 149 3355 12300
internal_value=0 42.2133 3612.28 11910 40771.8 -7214.07 64214.3 1472.55 8403.45 10066.9 -2803.28 -10024.6 -21170.7 -30972 -17303.5 -68066.8 2333.77 -161592 15753.2 31074.3 62235.5 216002 49963.1 -57983.8 79079.9 -75817.1 -67717.8 13315.2 4283.37 10103.9
internal_weight=0 3.92485e+06 90768 18608 4412 1448 2964 72160 27532 26859 44628 22104 11622 9463 6915 2548 10482 322 6606 4435 1610 119 1491 673 1008 2438 2261 2825 22524 15655
internal_count=4073804 3924849 90768 18608 4412 1448 2964 72160 27532 26859 44628 22104 11622 9463 6915 2548 10482 322 6606 4435 1610 119 1491 673 1008 2438 2261 2825 22524 15655
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=6 6 1 2 6 6 1 6 4 7 2 1 0 0 4 1 1 6 2 1 1 0 0 4 1 1 6 7 4 0
split_gain=1.79594e+13 7.65765e+13 7.18719e+13 2.91112e+14 1.33029e+14 2.62663e+14 1.90738e+14 1.26206e+14 9.39572e+13 1.42455e+14 8.98629e+13 7.25983e+13 6.24581e+13 6.18776e+13 6.18653e+13 6.1774e+13 4.3804e+14 3.17235e+14 2.089e+14 3.09355e+14 5.43886e+14 6.18435e+14 6.52335e+14 3.65681e+14 2.98791e+14 2.81355e+14 2.23105e+14 2.05243e+14 5.63462e+14 2.38601e+14
threshold=41.365000000000002 40.015000000000008 60.307188350000011 4829.0000000000009 39.005000000000003 39.355000000000011 82.956351500000011 36.280000000000008 6.5000000000000009 6.0000000000000009 6082.0000000000009 30.303340300000002 43.687280500000007 60.002985000000002 23.500000000000004 61.438154000000004 63.728898350000001 87.395000000000024 3338.0000000000005 56.128886000000001 55.90712030000001 54.431501800000014 54.810424650000009 23.500000000000004 53.67029225000001 54.62357655000001 60.305000000000007 6.0000000000000009 9.5000000000000018 55.017684700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 9 -1 -9 -11 -5 -10 -15 18 17 -17 19 20 24 -22 23 26 -2 -26 -23 29 -29 -18
right_child=15 -3 4 12 5 -7 -8 10 13 11 -12 -13 -14 14 -16 16 27 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-825.45903883387825 -436.40603747430072 2583.5505035170836 984.4292805929723 -17727.87901985455 21781.042114355529 3910.4216540690477 -13766.625110637382 -521.04739331910071 1256.7239694165423 28330.513755276417 8279.8129123547733 -12056.238585318399 -5587.2797799287464 -6161.2802613282756 2581.8833230520631 -12919.207771410087 -4095.3051244307667 -75508.138391257584 2078.4705858021894 -31478.928663167433 -14974.752358106591 24202.453567266701 -24473.199903415243 1501.1108998326508 -27562.832787183208 -860.31615911614813 48564.271171787419 22232.84071617424 671.08900817676329 384.49180133032115
leaf_weight=233893 1532719 132714 228459 4499 1624 22641 21397 15475 460301 459 46356 14688 72902 22955 12500 18934 228511 846 438341 3194 6049 8751 2757 4244 7924 7860 6590 12723 255653 247845
leaf_count=233893 1532719 132714 228459 4499 1624 22641 21397 15475 460301 459 46356 14688 72902 22955 12500 18934 228511 846 438341 3194 6049 8751 2757 4244 7924 7860 6590 12723 255653 247845
internal_value=0 308.289 47.5629 -455.993 1279.95 -3737.38 -11258.9 2069.16 150.599 -1434.1 6077.14 -10832.4 -6292.96 946.661 -3078.79 -142.999 -908.535 -15596.2 146.96 -388.872 -325.899 13389.8 21069.4 27480.5 -577.369 -14265.7 34667.5 -518.433 1693.27 -1764.5
internal_weight=0 1.29086e+06 1.15815e+06 822197 335952 45662 23021 290290 744796 249040 61831 15147 77401 495756 35455 2.78294e+06 764512 19780 2.01843e+06 1.58009e+06 1.57689e+06 28391 22342 19585 1.5485e+06 15784 15341 744732 268376 476356
internal_count=4073804 1290863 1158149 822197 335952 45662 23021 290290 744796 249040 61831 15147 77401 495756 35455 2782941 764512 19780 2018429 1580088 1576894 28391 22342 19585 1548503 15784 15341 744732 268376 476356
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=4 4 6 5 0 1 7 1 3 3 3 1 3 6 2 0 1 6 6 6 6 7 0 4 0 1 0 0 4 0
split_gain=2.11861e+13 1.0684e+14 1.21152e+14 1.62317e+14 2.06664e+14 2.46012e+14 3.65804e+14 2.89643e+14 3.53988e+14 1.97557e+14 1.52071e+14 1.66139e+14 1.51653e+14 1.4543e+14 1.40465e+14 1.39351e+14 1.57133e+14 2.59187e+14 2.00297e+14 1.51124e+14 1.36294e+14 1.15332e+14 1.36371e+14 1.11795e+14 1.07213e+14 3.29861e+14 1.81476e+14 4.25812e+14 4.2639e+14 3.07028e+14
threshold=10.500000000000002 12.500000000000002 84.810000000000016 1.5000000000000002 43.6005307 43.047633000000012 6.0000000000000009 39.939672500000007 8.5000000000000018 2.5000000000000004 4.5000000000000009 30.330566300000005 2.5000000000000004 40.490000000000002 75.000000000000014 43.687280500000007 40.965343750000009 66.010000000000005 50.010000000000012 65.410000000000011 38.205000000000005 6.0000000000000009 43.550475500000012 13.500000000000002 60.028671700000011 30.242318500000007 59.933037250000005 59.864072000000007 11.500000000000002 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 -9 -4 -12 -8 -5 -13 16 17 18 -15 -18 -11 -19 -23 -3 26 -26 27 -17 29 -29
right_child=1 23 10 13 -6 -7 7 8 -10 20 11 14 -14 15 -16 24 19 21 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=176.47169515698118 22575.83867250909 5022.2616141605113 -8701.9165761050717 13991.094524923989 -1035.2182447881617 1499.0301913550081 328868.43740234378 443593.72744565218 569120.76802083338 292820.26890490303 40828.279393589379 47357.496977626033 35603.179363726929 -13815.328124904257 3476.3389561608014 -7661.0761037133243 38387.133417968747 -251.31135994282582 -90346.670761643501 -25607.784312213327 28787.231093750001 -25001.662820870537 265843.67138157896 -169.99347594857525 73797.769701013749 -5936.2807046341577 -23405.471839550082 244384.21223958337 3286.7423679171789 65696.32265068237
leaf_weight=2547999 539 42811 5629 3225 63360 1153 20 23 30 29 1633 786 149 510 10144 58475 560 399 1038 1082 60 28 38 1321803 667 2336 6513 108 1780 877
leaf_count=2547999 539 42811 5629 3225 63360 1153 20 23 30 29 1633 786 149 510 10144 58475 560 399 1038 1082 60 28 38 1321803 667 2336 6513 108 1780 877
internal_value=0 -294.697 -2729.43 -3707.27 -35.4501 31589.8 72407 158770 264051 182336 4956.93 11076.9 70309.1 -6798.64 6631.93 -7699.67 -26740 -45466.4 -65132.9 -3782.48 114820 20003.7 142455 -7.1008 -6716.12 11773.5 -7535.63 -5847.84 32498.9 85288.5
internal_weight=0 1.5258e+06 161191 142999 65363 2003 850 311 142 112 18192 12563 169 77636 10930 74411 3655 2013 1548 1642 89 465 66 1.36461e+06 70756 3003 67753 61240 2765 985
internal_count=4073804 1525805 161191 142999 65363 2003 850 311 142 112 18192 12563 169 77636 10930 74411 3655 2013 1548 1642 89 465 66 1364614 70756 3003 67753 61240 2765 985
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=4 1 2 2 1 1 6 0 0 1 0 0 0 0 1 2 0 2 6 2 0 6 6 0 0 0 6 5 0 1
split_gain=1.88499e+13 1.30911e+14 7.60969e+13 8.10773e+13 9.80917e+13 1.19287e+14 7.99244e+13 6.51804e+13 6.26655e+13 8.20266e+13 7.23749e+13 6.92066e+13 7.99186e+13 6.21336e+13 8.08488e+13 1.02975e+14 8.30423e+13 5.919e+13 5.36191e+13 5.29476e+13 9.27568e+13 6.31029e+13 1.60417e+14 7.45891e+13 6.27473e+13 1.69322e+14 1.02852e+14 8.35698e+13 5.67279e+13 5.45601e+13
threshold=2.5000000000000004 38.109452700000006 6426.0000000000009 3129.5000000000005 43.862029600000007 48.411058050000008 69.605000000000004 58.603553700000006 43.550475500000012 82.648284550000014 54.604289300000012 55.034466500000008 55.02095400000001 44.739668300000005 37.543519500000009 2599.0000000000005 44.990874950000006 5062.5000000000009 100.05000000000001 2892.5000000000005 44.878071950000013 104.01000000000001 99.050000000000011 43.6005307 45.177967300000006 45.047736150000013 130.05000000000004 4.5000000000000009 45.022979600000006 38.948208550000011
decision_type=2 2 2 2 2 2 2 2 2 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 19 6 -6 -5 -4 11 -11 12 -10 18 -15 -16 -17 -18 -1 20 21 22 -3 -23 25 27 -26 28 29 -22
right_child=-2 2 8 7 5 -7 -8 -9 9 10 -12 -13 -14 14 15 16 17 -19 -20 -21 24 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=13947.456746806172 -36.195084348221229 -12183.368162811348 24060.70627007549 9535.993119988123 -14743.980709969012 -120.02292745484846 -60948.182946428577 -9039.3266300381474 -11802.404014813823 -10857.903644411577 4431.4384527041602 -40540.210794633997 100132.98728365386 -4667.4272308665186 -7739.2252092937215 -20302.921443195588 -80549.561129270573 -221.78464131486527 137317.45979729731 19740.563917258936 -29038.57907769299 193671.05834960938 -256974.06041666667 -373.13267728365389 3003.4848249862303 33110.942703241599 -94451.770940546165 152852.30422297298 -6695.399793237937 18672.733204770579
leaf_weight=736 3961637 3152 817 26509 3447 15423 420 2034 3410 4582 9547 921 65 9864 2034 790 579 109 37 2268 269 32 27 52 16702 2789 109 37 3207 2199
leaf_count=736 3961637 3152 817 26509 3447 15423 420 2034 3410 4582 9547 921 65 9864 2034 790 579 109 37 2268 269 32 27 52 16702 2789 109 37 3207 2199
internal_value=0 1278.38 2576.35 3957.88 1535.64 -4057.64 -19762.3 8212.3 -3043.19 -4238.55 -526.858 -16168.1 -9708.65 -7713.39 -9306.43 -22335.8 -42423.3 -67823.2 19852.6 5033.82 3866.55 -12001.9 -14262.4 73548.5 5912.17 12913.7 2371.6 3052.06 2075.39 13472.4
internal_weight=0 112167 98018 78676 50133 19290 3867 28543 19342 18525 14129 4396 3475 14149 13376 3512 1478 688 773 30843 28575 3263 3179 84 25312 8501 16811 5712 5675 2468
internal_count=4073804 112167 98018 78676 50133 19290 3867 28543 19342 18525 14129 4396 3475 14149 13376 3512 1478 688 773 30843 28575 3263 3179 84 25312 8501 16811 5712 5675 2468
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=6 6 5 4 3 6 2 1 0 5 2 6 4 6 3 0 4 4 6 0 1 0 0 4 3 1 2 4 4 2
split_gain=1.87959e+13 2.66725e+13 7.0332e+13 1.01982e+14 1.23471e+14 1.19404e+14 8.53765e+13 1.85233e+14 1.91272e+14 3.09424e+14 1.21811e+14 1.24987e+14 1.16554e+14 1.0913e+14 1.18876e+14 1.419e+14 1.04499e+14 1.05989e+14 1.19251e+14 9.91254e+13 9.25943e+13 1.46703e+14 8.52464e+13 8.39644e+13 3.46456e+14 2.27331e+14 1.78558e+14 2.65668e+14 1.5362e+14 1.56972e+14
threshold=247.90000000000001 112.00500000000001 3.5000000000000004 3.5000000000000004 1.5000000000000002 189.00000000000003 915.50000000000011 37.234509300000006 55.759969450000007 2.5000000000000004 2343.5000000000005 156.15000000000003 12.500000000000002 138.05000000000004 6.5000000000000009 54.604289300000012 8.5000000000000018 6.5000000000000009 120.05000000000001 55.812023600000011 37.318079750000003 55.685785750000008 60.05226170000001 15.500000000000002 5.5000000000000009 82.906746050000024 2875.5000000000005 13.500000000000002 16.500000000000004 6082.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 12 13 14 -8 -16 17 -10 -19 -18 21 -11 23 26 -25 28 27 -12 29 -26
right_child=-2 2 -4 6 -6 -7 10 8 16 20 22 -13 -14 -15 15 -17 19 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=26.66262412388328 7669.4073537480672 -4302.7375429764243 1358.8020420050757 -108951.26730228894 -52651.807407961052 197843.86008064519 62662.773478759773 -234824.62659722223 -42061.109467230905 26434.437942165801 7504.059751118707 205632.06015625002 -31864.181034805388 -102483.98960129311 446514.59609375003 89149.837750000006 -129028.77443910258 -10291.188411458334 -235412.13269817075 -8472.1342200628751 25038.262228328884 345616.32705078128 -54805.997988662719 -44778.952955289336 -21777.221388167207 52016.006105118817 -5895.4455989019189 73201.876914023524 1696.4708853693455 -117660.13622018263
leaf_weight=4005334 3193 509 31780 228 944 31 150 45 144 36 5771 46 167 29 20 25 78 33 82 543 755 24 320 2261 1281 750 12752 689 5587 197
leaf_count=4005334 3193 509 31780 228 944 31 150 45 144 36 5771 46 167 29 20 25 78 33 82 543 755 24 320 2261 1281 750 12752 689 5587 197
internal_value=0 -6.01591 -2011.14 -5208.34 -30835.7 7301.97 -4020.36 -24198.4 -13092.9 20445.6 -2698.66 49712.1 31368.5 78510.8 105428 247979 -45869.1 -99228.6 -170812 -23614.5 34540.3 154107 -3472.21 -2911.34 -10304.8 -330.836 966.235 14511.1 -5887.83 -34557.3
internal_weight=0 4.07061e+06 65277 33497 1484 540 32013 1968 1740 860 30045 437 391 224 195 45 880 259 115 621 815 60 29608 29288 10076 7815 19212 6460 7065 1478
internal_count=4073804 4070611 65277 33497 1484 540 32013 1968 1740 860 30045 437 391 224 195 45 880 259 115 621 815 60 29608 29288 10076 7815 19212 6460 7065 1478
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=4 1 6 5 1 1 4 0 0 1 0 0 1 1 1 1 0 1 6 1 1 0 0 0 6 1 0 0 0 0
split_gain=1.85953e+13 1.01376e+14 1.2383e+14 1.59355e+14 1.45914e+14 3.32335e+14 2.57918e+14 2.66229e+14 4.60333e+14 1.1726e+14 3.23891e+14 6.88333e+14 7.99357e+14 7.58598e+14 4.84379e+14 3.47407e+14 4.75409e+14 2.23508e+14 2.15446e+14 2.08036e+14 2.62654e+14 3.90635e+14 8.39674e+14 3.14874e+14 2.89812e+14 2.5576e+14 3.0031e+14 2.68285e+14 2.39936e+14 6.59469e+14
threshold=18.500000000000004 37.682335600000009 42.205000000000005 1.5000000000000002 82.95992385000001 82.968544750000021 21.500000000000004 55.014210500000011 55.007293000000011 37.401708450000008 55.667390500000003 55.676890650000011 37.425454150000007 37.46219940000001 37.563506350000004 37.618684050000006 55.539595350000006 37.649344350000007 81.705000000000013 37.543519500000009 37.517483500000004 55.81943720000001 55.775215600000003 55.866549750000011 61.025000000000006 37.475446350000006 55.850146250000009 55.840017500000009 55.775215600000003 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 -8 -2 14 12 -12 -13 -11 16 -16 19 -18 20 21 22 -15 28 -24 -23 27 -27 29 -22
right_child=1 2 4 -5 5 -7 7 -9 -10 10 11 13 -14 17 15 -17 18 -19 -20 -21 23 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=85.36747631239939 -450.86139011962518 392.02647893193802 -3610.9085340094193 20542.877442074056 280.73059206739765 -3985.5238943638042 -17962.896804852553 34502.58607949975 210086.4009266955 -18477.727746686644 -166774.10692196802 37229.336079373497 96000.689311912138 8720.3334131343308 -4116.3020660833099 -38622.513983025281 35207.087576708196 37077.493071384015 111848.49793393747 -8810.5697661012964 43811.396010538861 96539.896876248808 -79059.292430144327 4260.7603507555832 -13643.390834747799 16598.931640272374 -7025.1015875845087 97751.419469509463 53925.545581348604 -210901.07299440299
leaf_weight=3512946 148764 106910 214901 4074 2140 10319 142 2711 235 12544 126 7023 1425 5045 4549 1230 3712 1697 407 15742 421 391 2064 5378 1008 1177 2986 623 2980 134
leaf_count=3512946 148764 106910 214901 4074 2140 10319 142 2711 235 12544 126 7023 1425 5045 4549 1230 3712 1697 407 15742 421 391 2064 5378 1008 1177 2986 623 2980 134
internal_value=0 -534.701 -1612.49 1131.72 -2934.1 6421.19 26961.9 45452.1 124190 1142.36 4496.55 9115.29 74653.4 6937.19 -5427.52 11111.4 18168.7 1571.16 42780.1 -16.6079 6217.22 -2687.72 -16377.6 19499.2 -57594.7 18776.6 12423.6 44686.7 42682.3 -17686.7
internal_weight=0 560858 341432 110984 230448 15547 5228 3088 377 219426 70662 48220 1551 46669 22442 9898 8668 39646 4119 37949 22207 13294 8117 8913 3072 5177 4786 1800 3535 555
internal_count=4073804 560858 341432 110984 230448 15547 5228 3088 377 219426 70662 48220 1551 46669 22442 9898 8668 39646 4119 37949 22207 13294 8117 8913 3072 5177 4786 1800 3535 555
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 4 1 2 0 4 6 1 1 2 0 1 2 6 1 1 0 0 0 1 6 1 4 4 0 0
split_gain=1.84837e+13 2.62106e+14 1.65634e+14 1.72359e+14 4.02464e+14 1.72836e+14 1.93105e+14 6.02019e+14 3.09548e+14 2.37384e+14 1.61985e+14 1.57608e+14 4.94886e+14 1.98939e+14 1.73538e+14 3.39862e+14 2.1438e+14 2.69559e+14 2.03657e+14 4.59015e+14 4.25256e+14 2.66701e+14 2.57928e+14 3.47445e+14 2.49075e+14 2.28969e+14 2.11388e+14 3.32968e+14 2.14785e+14 1.98159e+14
threshold=50.213874250000011 50.136929700000003 53.187400150000009 52.419561900000012 55.737027400000009 10.500000000000002 52.061190950000004 3062.5000000000005 55.801384500000005 5.5000000000000009 149.05000000000004 53.67029225000001 54.62357655000001 3129.5000000000005 58.08467765000001 72.839788400000018 3930.5000000000005 88.00500000000001 56.805602900000004 60.307188350000011 53.506098950000009 54.762682300000009 57.978821400000008 56.128886000000001 54.010000000000012 56.128886000000001 10.500000000000002 24.500000000000004 57.670849000000011 54.431501800000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -8 -7 -4 13 -13 18 16 -16 -18 20 26 -14 24 -23 -24 -22 29 28 -28 -20 -26
right_child=2 -3 11 4 -6 10 8 -9 -10 -11 -12 12 14 -15 15 -17 17 -19 19 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=89.562337155303936 -26011.086265029546 13066.045747355387 7210.3118318980969 -40472.596658926406 -4512.7097993658417 -12830.364589269844 20743.342628788672 2269.9860894716753 -37844.234109687168 628.18225167291598 -234691.68244554923 -23617.27047010083 -14020.112302079102 3099.6943828506301 36706.102711690939 5829.5888662533425 -15967.270619527799 -103708.00709334516 -13717.962388877393 210.92753492547519 7092.3008641432434 -5049.9374066886012 -10556.967075814609 17624.92645720343 -1498.9535109128999 -66296.411508933219 -67173.945382171558 76975.781114130441 3570.5718840354975 31960.947635873828
leaf_weight=2450342 9959 15665 29640 4169 12280 11899 10227 30822 1485 13761 33 12437 10571 3592 755 12109 18242 357 28306 1307131 20226 23151 5988 16237 2110 271 1241 184 9631 10983
leaf_count=2450342 9959 15665 29640 4169 12280 11899 10227 30822 1485 13761 33 12437 10571 3592 755 12109 18242 357 28306 1307131 20226 23151 5988 16237 2110 271 1241 184 9631 10983
internal_value=0 171.994 -263.801 -4322.4 -13626.7 -2364.93 -369.653 -4636.45 6461.27 9204.04 -13444 -9.97069 -154.228 -17630.2 36.6564 -7310.02 -15530.9 -17651.4 197.62 -109.471 4815.77 7337.29 2337.13 10032 14091.9 24685.6 -10749.2 -48560.9 -9328.95 26568.7
internal_weight=0 2.46601e+06 1.6078e+06 94635 16449 78186 66254 40781 25473 23988 11932 1.51316e+06 1.48352e+06 16029 1.46749e+06 31463 19354 18599 1.43603e+06 1.34649e+06 89537 78966 45376 22225 33590 13364 39362 1425 37937 13093
internal_count=4073804 2466007 1607797 94635 16449 78186 66254 40781 25473 23988 11932 1513162 1483522 16029 1467493 31463 19354 18599 1436030 1346493 89537 78966 45376 22225 33590 13364 39362 1425 37937 13093
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=4 1 0 0 6 5 0 6 1 7 0 0 6 0 6 0 0 0 1 1 5 7 1 4 7 1 7 6 4 4
split_gain=1.82055e+13 9.79014e+13 1.44964e+14 2.18268e+14 1.49251e+14 1.43255e+14 1.67157e+14 1.40144e+14 2.64175e+14 2.59716e+14 2.11192e+14 1.90236e+14 1.716e+14 1.63225e+14 1.84974e+14 1.80463e+14 2.36268e+14 3.22096e+14 2.95533e+14 3.64664e+14 3.62568e+14 1.50743e+15 2.30456e+14 1.98336e+14 1.58393e+14 1.44599e+14 1.61082e+14 1.41237e+14 1.39078e+14 1.19636e+14
threshold=18.500000000000004 30.438492500000006 60.002985000000002 60.034792100000011 42.005000000000003 1.5000000000000002 55.93962770000001 62.375000000000007 30.389265100000003 6.0000000000000009 59.905532300000012 60.064438250000002 110.01500000000001 59.838047850000002 149.05000000000004 59.864072000000007 59.933037250000005 59.905532300000012 30.226173900000003 30.242318500000007 1.5000000000000002 6.0000000000000009 30.370944000000005 25.500000000000004 6.0000000000000009 30.277905650000005 6.0000000000000009 84.810000000000016 21.500000000000004 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 7 4 -4 5 -3 -7 -2 11 -10 -11 13 -13 24 15 23 17 25 -18 -20 21 -21 -19 -15 -9 -17 -27 -25 -12 -22
right_child=1 2 3 -5 -6 6 -8 8 9 10 28 12 -14 14 -16 16 18 22 19 20 29 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=84.468051779884874 203.88458528007996 1078.9626611687615 -33659.666419911489 4148.0170192767246 -2121.4204904194639 26597.6798079127 -13765.728370983541 1946.9715858212728 88671.480071756116 41122.158745919885 34222.509243489585 -27296.351729616857 -322695.31609375007 27103.797483996903 -168525.84666084158 -41950.434736473886 50294.737556932734 -152067.05253237372 -59003.3860735083 -47440.486948084683 10289.736816592696 489278.9364465641 25839.216988160439 40968.194187769404 -71283.699735403658 73694.364601696056 -16469.354178614358 254114.14600046643 -133912.74392755682 -41988.099829711922
leaf_weight=3512946 62840 146709 3333 2818 317552 4400 1338 773 805 522 75 1175 20 3636 57 603 1705 292 811 155 9051 79 97 58 478 351 455 67 143 460
leaf_count=3512946 62840 146709 3333 2818 317552 4400 1338 773 805 522 75 1175 20 3636 57 603 1705 292 811 155 9051 79 97 58 478 351 455 67 143 460
internal_value=0 -529.067 -1086.33 -16338.6 -886.718 1685.21 17185.6 2603.34 9498.41 49361.5 6598.56 6467.93 -32240.3 8886.18 11329.8 11905.1 6700.21 -27152.5 11664.5 5424.96 10786.8 133760 -107705 31361.7 -26034.1 -4913.38 22795.5 155214 -76068 7761.32
internal_weight=0 560858 476150 6151 469999 152447 5738 84708 21868 1545 740 20323 1195 19128 17877 17820 14059 1798 12261 10556 9745 234 389 3761 1251 1409 806 125 218 9511
internal_count=4073804 560858 476150 6151 469999 152447 5738 84708 21868 1545 740 20323 1195 19128 17877 17820 14059 1798 12261 10556 9745 234 389 3761 1251 1409 806 125 218 9511
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 4 0 1 1 4 0 6 1 1 0 4 4 0 4 0 3 5 0 1 0 4 0 4 5
split_gain=1.86273e+13 9.89469e+13 9.70744e+13 1.58477e+14 5.94322e+14 4.74981e+14 9.28946e+14 5.85263e+14 4.96271e+14 1.04556e+15 3.57529e+14 3.62343e+14 2.90057e+14 2.84185e+14 5.71834e+14 4.61874e+14 3.82785e+14 6.28988e+14 1.14974e+15 3.36256e+14 2.79291e+14 2.76298e+14 2.41429e+14 2.39043e+14 2.3481e+14 2.27032e+14 2.37828e+14 2.87203e+14 2.8021e+14 2.25381e+14
threshold=30.277905650000005 54.604289300000012 30.330566300000005 59.963561900000009 59.982409200000006 59.939085000000013 10.500000000000002 59.950512650000007 30.323041000000003 30.315889700000003 7.5000000000000009 59.950512650000007 103.03500000000001 30.315889700000003 30.323041000000003 59.848366150000011 16.500000000000004 15.500000000000002 59.91832440000001 24.500000000000004 59.950512650000007 6.5000000000000009 3.5000000000000004 59.933037250000005 30.303340300000002 59.933037250000005 7.5000000000000009 59.882709350000006 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 -1 3 5 12 13 8 -8 9 10 11 -7 21 16 15 -15 17 29 -19 -18 22 -5 -11 24 -21 26 27 -17 -29 -2
right_child=2 -3 -4 4 -6 6 7 -9 -10 20 -12 -13 -14 14 -16 25 19 18 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-128432.4573770484 9769.0231674884526 -1045.4706220716455 -27.207821508127719 47104.746529341319 4718.0709746445245 101379.59535558365 -39478.959255693313 -141289.76034400743 102360.05376070103 -133233.16123514841 130772.36714653275 -4308.1779507317124 -35559.506689606198 -43372.412875854934 -475.97140447941649 75969.5126232771 24785.1702711611 131546.07016877949 -125151.70759277344 83746.790907689152 18294.007814646291 126754.42121361448 125549.25793585526 -946.97179136124487 -106290.26010346139 353129.42574999999 66116.229972008368 26913.542393931562 -87208.244553635392 -13817.517589630734
leaf_weight=61 6569 148894 3851009 1846 22694 408 2955 698 522 703 323 1583 319 562 7792 526 7544 212 986 76 182 570 38 1571 450 25 3206 561 349 10570
leaf_count=61 6569 148894 3851009 1846 22694 408 2955 698 522 703 323 1583 319 562 7792 526 7544 212 986 76 182 570 38 1571 450 25 3206 561 349 10570
internal_value=0 -1097.64 41.6573 3633.21 10025.3 275.608 -23020.6 -58932.5 11878.7 -2712.4 33181.7 17349.6 54062.9 4487.21 16691.2 42272.8 -1192.53 -9673.9 -79726.1 14938.9 -92700.5 65896.3 -119962 -20483.3 -78832.4 52586.2 50967.6 17146.8 -16854 -4777.32
internal_weight=0 148955 3.92485e+06 73840 25429 48411 7412 3653 3759 3237 2314 1991 2735 40999 13021 5229 27978 18337 1198 9641 923 2416 741 2097 526 4667 4642 1436 910 17139
internal_count=4073804 148955 3924849 73840 25429 48411 7412 3653 3759 3237 2314 1991 2735 40999 13021 5229 27978 18337 1198 9641 923 2416 741 2097 526 4667 4642 1436 910 17139
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 0 1 1 1 4 4 7 1 4 4 1 4 6 7 1 0 1 0 4 6 5 0 1 6 4
split_gain=2.04255e+13 1.18109e+14 3.09448e+14 1.91099e+14 2.35304e+14 4.8023e+14 6.47719e+14 6.3913e+14 4.20824e+14 3.56156e+14 3.29085e+14 4.03108e+14 3.13392e+14 4.11634e+14 2.64523e+14 2.68364e+14 2.45279e+14 2.36895e+14 2.75087e+14 2.32995e+14 8.69399e+14 5.0191e+14 2.4303e+14 2.30645e+14 2.27296e+14 2.24068e+14 4.05823e+14 6.31174e+14 2.23871e+14 2.21785e+14
threshold=59.963561900000009 59.898927250000007 30.624707450000006 19.500000000000004 5.5000000000000009 59.933037250000005 30.277905650000005 30.242318500000007 30.260128500000004 13.500000000000002 7.5000000000000009 6.0000000000000009 30.303340300000002 10.500000000000002 6.5000000000000009 30.303340300000002 7.5000000000000009 92.02500000000002 6.0000000000000009 30.425503950000003 59.933037250000005 30.315889700000003 59.950512650000007 25.500000000000004 72.50500000000001 2.5000000000000004 59.933037250000005 30.315889700000003 90.045000000000016 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 17 8 7 9 -6 28 -9 24 13 16 -10 -16 -8 18 -3 20 -5 22 -22 -21 -12 -20 27 -27 -7 -11
right_child=-2 2 -4 19 5 6 12 10 14 29 11 -13 -14 -15 15 -17 -18 -19 25 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-36.303418984131014 -967.37831276085672 11064.916022684556 -42652.607330471656 -81687.106527729076 -91995.619376856848 -64564.96051663746 -99142.525541227413 -98213.927166863214 -83797.456714238971 55433.768262201396 159268.81945088247 30648.707038440156 -6620.418289216007 -138248.33804352707 105047.77824293569 29923.259542348791 122258.26244109623 -15572.700388072402 -12240.143941276852 -2170.3025844321623 18260.483595273068 -56712.672953767964 -77538.017731584827 34736.316483895396 70763.193300090468 -66544.135971531723 -15420.737992067045 126172.33342015576 63688.70777610637 -4852.5231893202108
leaf_weight=3770754 207164 25160 1430 1677 284 880 83 106 197 1214 663 865 11425 408 496 11511 126 6609 11236 9070 4883 1288 280 2082 516 231 1135 643 161 1227
leaf_count=3770754 207164 25160 1430 1677 284 880 83 106 197 1214 663 865 11425 408 496 11511 126 6609 11236 9070 4883 1288 280 2082 516 231 1135 643 161 1227
internal_value=0 51.8295 3517.69 4216.68 6494.55 13329.2 2722.69 30715.3 28340.4 4244.48 73585.8 82495.2 -10369.4 -79788.7 31140.8 33026.6 34333.5 1914.91 4924.3 -4665.12 -17541.8 -866.629 13065.1 4719.9 120534 -6740.33 24019.2 75237 -44729.4 25130.1
internal_weight=0 3.86664e+06 95886 94456 75176 30162 17674 5632 12488 3482 2150 2044 12042 617 12204 12007 209 45014 38405 19280 8128 6451 5163 11152 1179 13245 2009 874 1041 2441
internal_count=4073804 3866640 95886 94456 75176 30162 17674 5632 12488 3482 2150 2044 12042 617 12204 12007 209 45014 38405 19280 8128 6451 5163 11152 1179 13245 2009 874 1041 2441
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=6 5 7 0 4 1 1 4 4 4 0 0 0 0 6 3 0 4 1 1 1 0 1 0 4 6 4 4 1 1
split_gain=1.92717e+13 1.45861e+14 6.24737e+14 4.08868e+14 6.16043e+14 2.60238e+14 2.74232e+14 2.39426e+14 2.63686e+14 1.86598e+14 2.80929e+14 3.19601e+14 1.79623e+14 1.72688e+14 1.61858e+14 1.52139e+14 1.47725e+14 2.09963e+14 1.18455e+14 4.38252e+14 3.46508e+14 2.60101e+14 2.33382e+14 6.26988e+14 2.73031e+14 3.00907e+14 1.91968e+14 4.52553e+14 2.43907e+14 2.15299e+14
threshold=64.015000000000015 1.5000000000000002 6.0000000000000009 59.990753350000013 19.500000000000004 30.260128500000004 30.370944000000005 17.500000000000004 18.500000000000004 5.5000000000000009 57.100506200000005 56.228352100000002 56.342669500000007 45.07004340000001 122.65000000000002 3.5000000000000004 59.939085000000013 8.5000000000000018 39.625203600000013 39.231261550000006 39.178027400000005 44.249882500000005 39.735861600000007 47.245981600000007 14.500000000000002 112.00500000000001 8.5000000000000018 7.5000000000000009 43.80299105000001 72.839788400000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 -9 10 11 14 -13 -11 15 -8 -4 -18 19 20 21 -3 23 -20 -25 -26 27 -24 -28 -29
right_child=1 18 3 4 -6 6 9 8 -10 13 -12 12 -14 -15 -16 -17 17 -19 22 -21 -22 -23 26 24 25 -27 28 29 -30 -31
leaf_value=118.94491165684779 37626.872710543292 -58887.051751996674 24093.941495042607 -113111.89995659723 398471.50484834565 -42085.874467546921 -40579.947376133474 -238263.68888584795 -79956.119809830532 27806.484343897966 44371.496830345219 -223470.4517601133 -48723.58688419118 -23952.213352562583 28884.351921251087 -146923.50260996717 -305309.03617424244 -3230.1030260587995 23017.297332302431 -24174.610999429045 26231.260296239183 -1268.1166916331654 2319.5491282217458 6111.5402416104262 -24855.546042773527 -173573.01667913343 -9050.7137402558947 20465.786436298815 -53.135031180819084 66295.415570967045
leaf_weight=3135942 545 785 2658 36 68 776 473 157 319 825 234 191 85 2948 216 188 33 76 14685 8378 4597 396777 116613 4334 3878 141 33070 4792 338680 1304
leaf_count=3135942 545 785 2658 36 68 776 473 157 319 825 234 191 85 2948 216 188 33 76 14685 8378 4597 396777 116613 4334 3878 141 33070 4792 338680 1304
internal_value=0 -397.718 -12516.2 26731.1 221385 -28712.7 -34351.4 -76335.5 -132171 -24164.6 -55528.7 -75803.4 -169653 -12634.7 -46267.9 -70825.9 19414.9 -94685.2 -269.381 -1537.83 -1066.25 -1381.89 736.895 10575.3 -11298.5 -30073.1 278.502 3708.05 -853.538 30269.2
internal_weight=0 937862 9828 2871 104 6957 6412 1252 476 5160 1387 1153 276 3773 877 661 2767 109 928034 410537 402159 397562 517497 23038 8353 4019 494459 122709 371750 6096
internal_count=4073804 937862 9828 2871 104 6957 6412 1252 476 5160 1387 1153 276 3773 877 661 2767 109 928034 410537 402159 397562 517497 23038 8353 4019 494459 122709 371750 6096
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=4 4 3 6 1 6 1 1 0 5 3 6 0 1 1 1 5 0 6 1 6 6 1 1 1 1 6 7 0 0
split_gain=1.76174e+13 4.08981e+13 1.43575e+14 9.66175e+13 8.2439e+13 7.75296e+13 5.72983e+13 8.60616e+13 5.57767e+13 4.94884e+13 4.49274e+13 4.08801e+13 4.7957e+13 5.28271e+13 5.83141e+13 4.19971e+13 4.07281e+13 5.69981e+13 6.39132e+13 5.16679e+13 4.90041e+13 7.32635e+13 4.01506e+13 3.99296e+13 3.69272e+13 5.00165e+13 8.71125e+13 4.47486e+13 3.88572e+13 3.89171e+13
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 65.00500000000001 20.507515800000004 61.805000000000007 30.389265100000003 30.425503950000003 60.034792100000011 3.5000000000000004 4.5000000000000009 38.010000000000012 43.6005307 39.908802000000009 39.843340650000009 47.899251850000006 3.5000000000000004 56.791379400000004 100.05000000000001 38.011626600000007 247.90000000000001 142.05000000000004 30.303340300000002 83.007653300000015 60.307188350000011 61.335446300000008 101.02000000000002 6.0000000000000009 59.838047850000002 56.685611200000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -8 9 11 -9 -6 13 14 -13 -15 19 -18 -19 -5 21 -21 -4 24 27 26 -26 28 29 -11
right_child=1 -3 3 16 8 -7 7 10 -10 23 -12 12 -14 15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3062.5716529840456 191036.75774456523 -34.660132424159592 -20724.052654447056 -40464.744122268043 1160.2330457304865 24381.668603171769 182436.15571664664 359.29536108236891 -9561.870538521498 33441.891096827632 137220.45372721355 63484.039868164065 7495.4019807085706 31456.028989601975 259107.76216796876 -94734.267229352685 -6495.6362709802152 1143.2090569496156 107841.53956933595 -12449.803923795882 70884.807642663058 -117042.954296875 -102289.98818796642 -35220.398630756579 16079.301302083335 32655.788576571911 273636.3984375 -74286.468204941862 167966.8828125 -41885.328028645832
leaf_weight=18697 46 3961637 608 789 12057 71 26 40025 2232 802 24 64 29771 454 20 28 1230 128 100 4422 69 68 67 95 24 83 29 43 20 75
leaf_count=18697 46 3961637 608 789 12057 71 26 40025 2232 802 24 64 29771 454 20 28 1230 128 100 4422 69 68 67 95 24 83 29 43 20 75
internal_value=0 14.1207 2081.65 -1769.34 6070.36 89904.2 72.7307 559.387 5856.19 6646.12 441.312 6085.96 8043.62 36879.2 110061 24125.5 -12798.5 2017.05 47940.7 -16837.6 -12748.6 -14033.8 -28820.2 26925.6 32412.5 81116.1 157007 25366 30143.1 27000
internal_weight=0 4.05511e+06 93470 47556 45914 117 40750 40075 45797 43565 40049 42394 30337 566 84 482 6806 1458 228 5348 4559 4490 675 1171 1076 136 53 940 897 877
internal_count=4073804 4055107 93470 47556 45914 117 40750 40075 45797 43565 40049 42394 30337 566 84 482 6806 1458 228 5348 4559 4490 675 1171 1076 136 53 940 897 877
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 4 0 6 1 1 1 6 4 0 6 1 1 4 1 1 1 0 6 1 0 1 4 6 4 5
split_gain=1.75228e+13 1.16656e+14 2.23461e+14 3.02671e+14 5.29039e+14 5.07577e+14 2.1894e+14 2.8124e+14 2.05468e+14 4.14268e+14 2.37967e+14 1.58576e+14 1.4391e+14 1.73123e+14 2.98713e+14 1.39327e+14 3.60205e+14 1.91457e+14 1.19398e+14 1.16937e+14 3.05723e+14 2.95406e+14 2.1702e+14 2.12353e+14 7.01345e+14 3.58735e+14 1.62711e+14 1.63241e+14 1.56729e+14 1.5114e+14
threshold=45.001720900000002 37.331232350000008 44.895258050000002 37.290808600000013 12.500000000000002 14.500000000000002 44.739668300000005 73.00500000000001 37.768783500000005 38.066230450000006 37.780517050000007 47.420000000000009 4.5000000000000009 44.601833250000006 76.605000000000004 37.682335600000009 38.91194105000001 3.5000000000000004 37.740454950000007 39.105193450000009 38.430814800000007 44.601833250000006 95.045000000000016 39.366401150000009 44.249882500000005 39.777866350000004 4.5000000000000009 67.00500000000001 11.500000000000002 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 -6 8 15 -3 10 -10 -1 13 14 -12 -8 17 -17 -19 20 22 26 -11 -21 29 -26 -22 -28 -24 -25
right_child=-2 6 3 4 5 -7 7 -9 9 19 12 -13 -14 -15 -16 16 -18 18 -20 23 21 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=-8151.6098360876749 52.031768495566247 -12804.352581855142 964.38122094449727 52158.821045197081 537634.52524305554 1144.7105670797414 3073.0485274690941 -30775.04796180128 -1665.2535523670792 -2999.2189178700137 189724.3911600454 11347.411425670909 20414.89660611422 27838.349663841233 -40979.839169034094 -9143.728257307901 -2419.7511515386495 -13384.22580868271 -51528.830346281429 20826.012543539789 -1883.700354111721 166700.29921875001 44509.478253901194 -1289.2433526543421 -111005.22301394251 -28065.079825231966 -37966.246797989232 -102273.67516245741 214621.20344742062 6630.432875095541
leaf_weight=7802 3832577 11391 1411 1242 45 29 14483 4665 5625 8305 207 8961 11639 459 77 3127 21657 1106 3180 4805 1019 73 386 88840 599 4030 2465 470 63 33066
leaf_count=7802 3832577 11391 1411 1242 45 29 14483 4665 5625 8305 207 8961 11639 459 77 3127 21657 1106 3180 4805 1019 73 386 88840 599 4030 2465 470 63 33066
internal_value=0 -826.673 6590.77 33138.5 67635.3 327389 -1478.64 -7439.55 177.793 1089.91 15390.5 2271.99 23138.8 65807.9 127174 -4940.07 -8932.29 -27958.6 -41685.6 -696.862 -9828.07 -32631.2 661.787 191.717 -591.843 -38797.7 -36311.3 -48264.2 68378.2 858.904
internal_weight=0 241227 19490 2727 1316 74 221737 48218 173519 162128 18007 16763 12382 743 284 43553 29070 7413 4286 144121 12781 4027 8754 131340 126535 4629 3954 2935 449 121906
internal_count=4073804 241227 19490 2727 1316 74 221737 48218 173519 162128 18007 16763 12382 743 284 43553 29070 7413 4286 144121 12781 4027 8754 131340 126535 4629 3954 2935 449 121906
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 0 0 1 4 6 5 6 5 6 0 0 1 1 4 1 1 4 6 4 1 1 6 6 4
split_gain=1.93245e+13 1.2577e+14 1.95981e+14 2.4545e+14 2.69949e+14 2.45557e+14 2.22366e+14 3.89104e+14 4.77147e+14 3.22601e+14 2.4096e+14 2.08685e+14 1.9428e+14 1.76182e+14 1.67226e+14 1.65348e+14 1.55708e+14 3.25768e+14 2.68558e+14 2.29407e+14 1.54133e+14 1.76499e+14 1.47932e+14 1.42591e+14 1.4126e+14 1.80953e+14 1.24699e+14 1.20702e+14 1.17752e+14 1.8666e+14
threshold=45.085557650000005 46.323575350000006 40.377616600000003 39.105193450000009 5.5000000000000009 39.018051150000005 45.125532050000011 45.109778000000006 38.948208550000011 9.5000000000000018 73.00500000000001 3.5000000000000004 168.45000000000002 2.5000000000000004 59.505000000000003 47.234875100000004 47.222459950000008 39.689978950000004 39.763755750000009 6.5000000000000009 39.712886600000012 47.899251850000006 12.500000000000002 89.00500000000001 19.500000000000004 39.703507450000011 38.948208550000011 78.605000000000004 49.895000000000003 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 6 7 10 9 12 13 -12 28 14 -2 16 20 -18 19 -19 24 -22 -23 -7 -3 -26 -16 -21 -9 -30
right_child=1 15 -4 4 -6 23 -8 8 -10 -11 11 -13 -14 -15 26 -17 17 18 -20 27 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=582.82972176138662 3471.4905869665004 7572.951718804663 -18889.825789057588 4058.9624220154592 52659.138691381871 -13153.391107804417 -9895.6501202695927 37776.143536083473 -6637.8172981954622 -37395.956393871042 -32423.084259056941 52108.884948577885 291316.07325802365 36940.509685676043 -55724.482316302674 -89.886485391186909 -2865.2665399831617 6708.4748568853147 -3608.1064165114913 27984.432908289276 -9482.0025751029207 11240.277164818888 94993.39216585824 -84853.946832751564 -13617.599364821788 76241.897162334746 -9677.7229320353763 55511.182835080886 108992.59940039281 39743.166820678714
leaf_weight=499177 30975 30116 7739 3988 1602 16865 19590 1253 2358 355 3343 320 37 1376 660 3393752 11823 4665 4285 7663 15856 927 273 282 5296 234 5400 2011 893 690
leaf_count=499177 30975 30116 7739 3988 1602 16865 19590 1253 2358 355 3343 320 37 1376 660 3393752 11823 4665 4285 7663 15856 927 273 282 5296 234 5400 2011 893 690
internal_value=0 -81.389 -3619.44 -2306.17 17987 -3650.28 -926.569 2760.05 27557.8 52537.1 -532.249 -25038.4 63649.6 1804.74 499.3 18.0559 4423.76 10117.1 18358.7 24923.1 1134.59 -6683.5 30294.1 -14332.6 4875.41 -9815.23 -14692.7 33706.6 60679.4 78808.1
internal_weight=0 3.57463e+06 97726 89987 5590 84397 67250 47660 5586 3228 42074 3663 2873 38411 37035 3.4769e+06 83149 30447 18624 14339 52702 17056 1200 17147 35646 5530 6060 9674 2836 1583
internal_count=4073804 3574627 97726 89987 5590 84397 67250 47660 5586 3228 42074 3663 2873 38411 37035 3476901 83149 30447 18624 14339 52702 17056 1200 17147 35646 5530 6060 9674 2836 1583
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=6 0 0 0 6 4 0 1 1 1 1 0 4 3 6 3 0 1 0 6 6 0 6 1 4 3 6 4 7 4
split_gain=1.95539e+13 4.53123e+13 3.73364e+14 1.97751e+14 1.84327e+14 1.61011e+14 1.57659e+14 1.75709e+14 1.66763e+14 1.41029e+14 1.52794e+14 1.30824e+14 2.37089e+14 1.40795e+14 1.30465e+14 1.37795e+14 1.24626e+14 1.19659e+14 3.80018e+14 2.65536e+14 1.62939e+14 1.50707e+14 1.62978e+14 1.76693e+14 2.06693e+14 1.11029e+14 1.2942e+14 1.35782e+14 2.21417e+14 1.02156e+14
threshold=100.05000000000001 56.850115550000005 56.83050475000001 57.14107305000001 105.00500000000001 6.5000000000000009 57.174562350000009 65.64204770000002 65.493200550000012 60.516422150000004 60.636764050000004 57.15297970000001 11.500000000000002 3.5000000000000004 168.45000000000002 16.500000000000004 57.60122925000001 65.559704250000024 57.113979900000011 122.65000000000002 168.45000000000002 56.904718250000009 120.05000000000001 65.534455000000023 9.5000000000000018 2.5000000000000004 156.15000000000003 22.500000000000004 6.0000000000000009 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 17 -4 -6 7 8 -5 -7 25 14 13 -13 15 -10 -8 21 19 29 -20 -3 23 -23 -25 -11 27 -27 -29 -19
right_child=1 3 4 6 5 9 16 -9 11 10 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=37.760060571884253 -1064.2568932185527 -10719.730260193848 -16269.695704797432 -77643.347568392594 -38211.962674906717 -67619.404625496041 -44289.182592299534 -127404.87413758117 -7991.8152498156087 -11908.453361430922 2966.8262695312501 36271.511414781511 -14616.816239325944 118061.02215285062 94435.070681628349 216675.94787946428 -2657.6252193803348 -68066.967557252879 38895.328636043661 -149891.18305591185 231773.25754654256 -69559.851262066106 -103846.38210424756 77437.322387281514 -53560.16869640816 154153.55152682483 18755.434903971352 142120.03141002657 -115104.09811197918 26986.03517628205
leaf_weight=3956282 88937 1313 354 147 134 63 747 77 1091 76 182 364 344 499 159 28 19224 193 643 201 47 641 499 236 246 542 120 88 54 273
leaf_count=3956282 88937 1313 354 147 134 63 747 77 1091 76 182 364 344 499 159 28 19224 193 643 201 47 641 499 236 246 542 120 88 54 273
internal_value=0 -1271.16 -199.492 -4868.96 47481.6 65406.9 -1144.08 21493.7 25849.8 77749.1 86372.6 31971.9 55581.7 83563.5 9673.73 -2370.1 -4214.82 -24552.1 3.81318 -53819.9 52033.4 -35905.6 -56293.3 -35163.4 10579.7 103622 114543 131348 44302.4 -12381.4
internal_weight=0 117522 90550 26972 1613 1259 22680 2709 2632 1125 1062 2485 1207 863 1278 1119 19971 4292 1357 667 690 2935 1622 1123 482 880 804 684 142 466
internal_count=4073804 117522 90550 26972 1613 1259 22680 2709 2632 1125 1062 2485 1207 863 1278 1119 19971 4292 1357 667 690 2935 1622 1123 482 880 804 684 142 466
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 6 6 4 3 4 1 1 4 1 6 1 5 4 4 3 6 6 4 5 0 1 2 6 1 1
split_gain=1.90804e+13 8.316e+13 1.52182e+14 9.49072e+13 5.41904e+13 4.98014e+13 1.30264e+14 6.20556e+13 6.64936e+13 4.89089e+13 6.00705e+13 4.94639e+13 8.25748e+13 6.88679e+13 4.53651e+13 4.47942e+13 4.27556e+13 5.25172e+13 6.86415e+13 4.0393e+13 3.31181e+13 3.20036e+13 4.68653e+13 3.14087e+13 3.09637e+13 2.04744e+14 1.66003e+14 1.47935e+14 1.32275e+14 3.30432e+14
threshold=42.965693300000005 43.051287600000009 47.504912950000005 104.01000000000001 47.800771000000005 118.04500000000002 116.05000000000001 14.500000000000002 4.5000000000000009 5.5000000000000009 47.386825600000002 47.504912950000005 8.5000000000000018 47.17130860000001 99.050000000000011 47.899251850000006 2.5000000000000004 7.5000000000000009 9.5000000000000018 9.5000000000000018 96.050000000000011 156.15000000000003 15.500000000000002 1.5000000000000002 45.001720900000002 43.80299105000001 13916.000000000002 67.445000000000007 39.908802000000009 39.749243900000003
decision_type=2 2 2 2 2 2 2 2 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 5 -4 9 6 -2 8 16 10 14 12 -11 -14 -1 20 -7 -18 -19 -15 -6 22 -5 -12 25 28 27 -27 29 -3
right_child=1 24 3 21 15 7 -8 -9 -10 11 23 -13 13 19 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-16642.48901772474 2372.8013953509303 -763.86354997306557 22436.819449867864 83974.358039504732 -33588.083982990407 -64820.964388020839 -121857.72252642464 149653.13678541916 -6987.5991920327251 -43111.359891301938 -7189.4611060836878 -6777.2048397415456 -65382.070428466803 54368.736374691005 -138862.27328361743 -10283.253003672484 31160.095257206285 193888.47017299107 47568.261984375007 -14572.635355430073 -109644.12802660394 163166.39917968749 -27469.407730379975 19053.147050730491 50.4059765566031 -14087.126454576901 5186.9894292719819 -46518.433999716071 3505.240384106844 -18657.170338065953
leaf_weight=381 12052 132117 1977 265 432 30 85 39 424 176 559 8797 64 536 33 2083 236 56 75 101 66 40 44 2477 3832577 4357 2649 2077 57804 11195
leaf_count=381 12052 132117 1977 265 432 30 85 39 424 176 559 8797 64 536 33 2083 236 56 75 101 66 40 44 2477 3832577 4357 2649 2077 57804 11195
internal_value=0 13.4633 7366.45 30923.8 -3478.85 3150.52 1502.77 26405 20550.3 -873.882 9348.55 -4519.47 18127.4 33502.6 -26384.6 -16724.8 49961 59343.8 110117 43437.7 -43667.8 79000.6 68105.3 14221.3 -14.4061 -1196.13 -15882 -24556.5 -532.874 -2161.62
internal_weight=0 4.0581e+06 15323 2326 15705 12997 12137 860 821 13124 3450 9674 877 701 414 2581 397 367 131 637 498 349 309 3036 4.04278e+06 210199 9083 6434 201116 143312
internal_count=4073804 4058099 15323 2326 15705 12997 12137 860 821 13124 3450 9674 877 701 414 2581 397 367 131 637 498 349 309 3036 4042776 210199 9083 6434 201116 143312
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=0 0 6 4 0 0 1 4 6 0 1 0 6 1 4 6 0 1 1 1 4 1 6 0 6 4 4 7 7 1
split_gain=1.79662e+13 1.13514e+14 1.12859e+14 1.06329e+14 2.53865e+14 3.33288e+14 1.95582e+14 1.6318e+14 3.5051e+14 1.66242e+14 1.53962e+14 1.52072e+14 1.52554e+14 1.38307e+14 2.58807e+14 1.35231e+14 1.27292e+14 1.73679e+14 1.41188e+14 2.14201e+14 1.39813e+14 2.49814e+14 1.30665e+14 1.30074e+14 1.50636e+14 1.22671e+14 2.4323e+14 1.4287e+14 1.31982e+14 1.92807e+14
threshold=45.085557650000005 45.090603300000005 54.990000000000002 16.500000000000004 45.040161900000008 45.047736150000013 38.91194105000001 18.500000000000004 142.05000000000004 45.082176650000008 38.977585500000011 45.053967500000006 51.015000000000008 38.948208550000011 24.500000000000004 66.990000000000023 43.6005307 39.069277450000008 39.008519500000006 38.97264950000001 17.500000000000004 39.038055050000004 60.305000000000007 45.00849250000001 63.415000000000006 5.5000000000000009 6.5000000000000009 6.0000000000000009 6.0000000000000009 39.703507450000011
decision_type=2 2 2 2 2 2 2 2 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 25 16 6 -6 8 11 13 -8 12 -7 14 -9 -16 -5 18 19 -18 21 -20 -21 -23 -25 27 -27 -1 29 -28
right_child=1 -3 -4 4 5 7 10 9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 20 22 -22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=2777.0512662434921 -3020.7629672708053 -39.477392628022216 -20957.815557701946 16231.593216847876 105001.59324192356 13161.807367278801 -7516.634258985252 -6516.0622295535431 -158193.41536239497 20288.500692130736 40041.951998209857 8771.510412184407 47980.963085435098 -4328.1154209017614 30820.451097798792 123581.75415054968 2598.6313553684499 -10456.152387934242 9326.5130447428819 -9600.4410864988604 6199.3424316218516 -17177.845772879464 -46156.311396686899 64307.94650315505 173858.14127464659 -11886.469919868032 237.4288826156421 -9195.1117715861637 4689.7784785735921 -7158.4253169159929
leaf_weight=148295 12099 3557588 4940 3741 370 2793 891 955 119 3820 2884 14635 2290 21534 322 307 15297 18628 1113 2706 7630 98 1531 312 210 21019 130146 10686 38503 48342
leaf_count=148295 12099 3557588 4940 3741 370 2793 891 955 119 3820 2884 14635 2290 21534 322 307 15297 18628 1113 2706 7630 98 1531 312 210 21019 130146 10686 38503 48342
internal_value=0 -78.4765 -8221.13 561.973 3438.67 8439.89 35617.4 6031.53 12914.4 963.003 28816.9 13947.1 28848.6 -2230.33 26288.5 76095 -1528.8 -2926.83 1926.82 -2912.5 12023.1 37663.7 -22809.6 88533.6 108380 -178.491 -1615.16 1972.34 -620.218 -1765.68
internal_weight=0 3.57463e+06 17039 499177 102186 50920 4145 46775 19837 26938 3775 19718 5083 23118 1584 629 51266 47525 28897 19534 9363 1733 4237 620 522 396991 238010 158981 216991 178488
internal_count=4073804 3574627 17039 499177 102186 50920 4145 46775 19837 26938 3775 19718 5083 23118 1584 629 51266 47525 28897 19534 9363 1733 4237 620 522 396991 238010 158981 216991 178488
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=1 0 7 5 0 6 0 3 6 6 3 6 6 6 3 4 6 0 6 6 0 4 6 6 6 6 6 5 4 6
split_gain=1.71537e+13 5.58061e+14 1.40078e+14 2.38819e+14 2.36496e+14 3.58622e+14 3.1788e+14 2.36872e+14 1.86155e+14 1.45784e+14 1.3602e+14 1.48654e+14 1.53829e+14 1.35474e+14 1.70014e+14 1.29598e+14 1.02815e+14 9.99359e+13 1.11168e+14 8.99927e+13 1.04328e+14 1.78784e+14 8.65966e+13 1.18448e+14 8.65635e+13 8.58445e+13 8.22272e+13 1.43479e+14 1.64937e+14 1.09742e+14
threshold=20.507515800000004 54.932051950000009 6.0000000000000009 2.5000000000000004 54.707511300000007 92.02500000000002 54.73499850000001 6.5000000000000009 79.710000000000022 63.005000000000003 3.5000000000000004 168.45000000000002 120.05000000000001 84.810000000000016 4.5000000000000009 9.5000000000000018 70.00500000000001 54.724612400000005 103.03500000000001 102.04000000000001 54.943815050000005 8.5000000000000018 58.995000000000012 59.245000000000012 72.50500000000001 44.820000000000007 125.02000000000002 3.5000000000000004 8.5000000000000018 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 8 5 13 7 10 15 -8 22 12 -12 16 -15 -4 -1 18 -10 20 -3 24 -6 -24 -22 -9 29 -28 -29 -25
right_child=-2 19 3 -5 6 -7 9 25 17 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-9200.6609722094763 -14.505674624439596 124013.33901177195 -17457.02817690244 -42948.677070914971 129.39182083695025 -221541.09804233286 8336.170202058187 -10623.117647058825 142323.29342215401 -55982.939709502927 2772.2644594354147 182946.46272865855 -114863.51002139138 357165.14943181816 -45681.971289062501 5316.0251201366718 -105585.05920572917 -87224.775502232151 -101714.64553571428 -49124.224658890846 23970.606328613285 84628.082959978172 284955.07052556815 55838.29647149457 -95137.71629367405 95577.316112208107 -163286.37992021278 -43625.93513257576 227485.46139705885 276778.8466032609
leaf_weight=1424 4053548 257 4397 1704 378 86 844 85 168 605 944 41 126 22 20 5789 120 28 21 71 400 737 22 997 72 728 47 66 34 23
leaf_count=1424 4053548 257 4397 1704 378 86 844 85 168 605 944 41 126 22 20 5789 120 28 21 71 400 737 22 997 72 728 47 66 34 23
internal_value=0 2902.82 -1853.38 -8246.19 9852.28 -22655.8 20855 37197.8 -2561.96 -18518.9 22845.5 -3919.87 -11080.2 -11871.3 165333 -4514.44 -16691.7 89087.6 115208 60828.1 66153.2 53853.8 41822.2 55076.9 5801.54 84473.9 50743.3 -19178.7 48551.9 60820.3
internal_weight=0 20256 18719 12107 6612 1672 4940 3491 10403 1449 2678 1111 1070 1586 42 10186 1544 217 189 1537 1466 1209 1567 1189 472 813 1167 147 100 1020
internal_count=4073804 20256 18719 12107 6612 1672 4940 3491 10403 1449 2678 1111 1070 1586 42 10186 1544 217 189 1537 1466 1209 1567 1189 472 813 1167 147 100 1020
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=1 1 4 0 7 0 0 0 7 4 4 5 6 6 3 1 0 3 6 6 6 6 5 1 4 0 1 1 0 4
split_gain=1.73498e+13 9.38064e+13 1.48794e+14 1.64044e+14 6.77016e+14 3.39668e+14 3.62555e+14 3.23803e+14 7.57355e+14 4.86443e+14 5.53269e+14 3.4556e+14 4.38462e+14 3.74029e+14 3.10347e+14 2.87667e+14 2.7073e+14 2.61326e+14 3.10222e+14 2.565e+14 2.4651e+14 2.39929e+14 2.28638e+14 2.26179e+14 2.20799e+14 2.18049e+14 2.12227e+14 4.57524e+14 3.71121e+14 3.33501e+14
threshold=30.277905650000005 30.330566300000005 26.500000000000004 60.042359000000012 6.0000000000000009 59.963561900000009 59.982409200000006 59.939085000000013 6.0000000000000009 17.500000000000004 18.500000000000004 2.5000000000000004 61.805000000000007 85.020000000000024 14.500000000000002 30.323041000000003 60.064438250000002 9.5000000000000018 84.00500000000001 39.995000000000012 84.810000000000016 42.405000000000008 1.5000000000000002 30.315889700000003 15.500000000000002 60.064438250000002 30.315889700000003 30.323041000000003 59.848366150000011 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 24 7 17 26 15 20 11 12 22 -13 19 -9 -6 18 -7 -8 21 -10 -11 -20 -5 -26 29 28 -28 -2
right_child=1 -3 -4 4 16 6 14 8 9 10 -12 13 -14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1059.3283744830653 -8431.572669903775 -27.492652665925807 -31310.507963525233 -15417.697194635046 -136933.01492286145 64076.727442552139 31217.808722481499 -647.07225826700687 -55441.60541190338 128571.41770019532 -51239.188593020386 -245430.69942129633 343215.76646634616 216220.91299579327 53694.619853657379 75495.69521433601 -38106.841052711126 164736.3997574345 -53990.242907405809 -0.92219345912003559 14520.117100482907 -130276.22067857681 -91489.488781738284 63257.656739734462 69466.995425943445 -2901.5402680153074 -38999.286339289443 -477.77185586806746 47016.88624585767 14748.248398731001
leaf_weight=148955 18337 3851009 1203 1981 495 1811 3360 3542 749 180 870 54 78 26 1550 577 630 186 474 12144 218 1001 64 252 849 817 562 7780 4667 9383
leaf_count=148955 18337 3851009 1203 1981 495 1811 3360 3542 749 180 870 54 78 26 1550 577 630 186 474 12144 218 1001 64 252 849 817 562 7780 4667 9383
internal_value=0 40.2034 3570.78 4148.48 -13773 5408.65 16440.3 871.676 -18433.1 -54604.4 -6408.22 90614 136827 -95393.9 11030.1 10019.2 -81590.4 50324.5 41936.3 6764.75 -85755.5 -98247 70850.5 -13292.6 7146.82 33977.7 4359.7 14896.9 37772.1 -585.387
internal_weight=0 3.92485e+06 73840 72637 4772 67865 19777 48088 7359 3240 1272 402 322 80 17054 4119 1125 2723 2537 15504 1968 1750 244 726 3647 1666 40729 13009 5229 27720
internal_count=4073804 3924849 73840 72637 4772 67865 19777 48088 7359 3240 1272 402 322 80 17054 4119 1125 2723 2537 15504 1968 1750 244 726 3647 1666 40729 13009 5229 27720
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 1 4 1 6 1 1 4 6 1 1 7 1 4 7 0 1 4 0 6 5 0 7 1
split_gain=1.83874e+13 1.20797e+14 5.4503e+14 4.46743e+14 8.72342e+14 9.31928e+14 5.21297e+14 4.8837e+14 3.71628e+14 1.09693e+15 3.2727e+14 3.4223e+14 5.81014e+14 3.23415e+14 3.15771e+14 3.42272e+14 3.10937e+14 5.44706e+14 4.45388e+14 6.75504e+14 1.28755e+15 4.02271e+14 5.76654e+14 4.02169e+14 3.43715e+14 3.05996e+14 2.91742e+14 2.83259e+14 2.72493e+14 2.70952e+14
threshold=59.963561900000009 59.91832440000001 30.425503950000003 30.389265100000003 59.950512650000007 8.5000000000000018 14.500000000000002 30.323041000000003 16.500000000000004 30.277905650000005 102.04000000000001 30.323041000000003 30.315889700000003 9.5000000000000018 86.030000000000015 30.370944000000005 30.242318500000007 6.0000000000000009 30.277905650000005 7.5000000000000009 6.0000000000000009 59.950512650000007 30.260128500000004 5.5000000000000009 59.950512650000007 39.355000000000011 2.5000000000000004 59.939085000000013 6.0000000000000009 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 -5 10 8 9 29 11 12 16 28 -13 26 17 -3 19 21 -21 23 -23 -18 -22 -11 -16 -14 -6 -8
right_child=-2 2 -4 4 13 -7 7 -9 -10 25 -12 14 27 -15 15 -17 18 -19 -20 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-24.140206263100229 -917.84649013481123 -30304.678512530292 -14327.000078163073 -8259.1037699305452 -57050.797177119472 105579.22178397886 9571.2336952430724 -79103.785487177622 3606.4185905878412 -25986.369109476025 -14694.877379125677 44949.831794716098 47113.256114506461 14089.535444686626 -69602.796493094313 -88345.32803052268 10806.414276227311 111702.57283709192 7453.3233884373813 108724.43163423383 -48335.761660000804 -56057.209815550392 303922.0544812149 -101429.57248206677 34125.967093586056 -114028.96355656005 55301.516705852642 -64600.544923176967 -360302.95967741939 118409.18915780714
leaf_weight=3801237 207164 2558 12655 1070 671 2193 1069 941 11459 580 3754 6058 271 1274 252 384 761 302 10047 2525 801 89 89 550 1370 1236 725 1397 31 291
leaf_count=3801237 207164 2558 12655 1070 671 2193 1069 941 11459 580 3754 6058 271 1274 252 384 761 302 10047 2525 801 89 89 550 1370 1236 725 1397 31 291
internal_value=0 49.1757 4310.31 8781.67 36495.1 68249.5 5725.61 -9272.85 -4782.86 -35051.4 13041.4 16736.5 10148.4 -15941.5 35171.2 -8354.82 15093.3 -15309.5 20450.1 41562.2 60171.4 -17127.3 123932 -36279.6 3701.35 -85909.6 23084.6 -46450.4 -70442.3 32859.4
internal_weight=0 3.86664e+06 65403 52748 5239 3263 47509 15576 14635 3176 31933 28179 20760 1976 7419 1361 19092 2860 16232 6185 4696 1489 178 1311 2171 1816 977 1668 702 1360
internal_count=4073804 3866640 65403 52748 5239 3263 47509 15576 14635 3176 31933 28179 20760 1976 7419 1361 19092 2860 16232 6185 4696 1489 178 1311 2171 1816 977 1668 702 1360
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 4 1 4 5 0 6 0 4 4 6 5 4 1 6 0 4 4 0 6 4 0 6 3 4 7
split_gain=1.83349e+13 8.54615e+13 1.27976e+14 2.68022e+14 3.81207e+14 2.38788e+14 2.77799e+14 2.12035e+14 2.07444e+14 1.91611e+14 2.848e+14 2.79509e+14 3.08906e+14 4.09169e+14 3.72002e+14 2.85017e+14 2.73357e+14 3.45775e+14 3.2255e+14 2.6185e+14 2.45933e+14 5.32726e+14 5.53266e+14 1.96449e+14 1.96357e+14 1.813e+14 2.09589e+14 1.80181e+14 1.78169e+14 1.75847e+14
threshold=30.277905650000005 30.330566300000005 59.838047850000002 59.882709350000006 62.375000000000007 22.500000000000004 30.303340300000002 20.500000000000004 1.5000000000000002 59.963561900000009 67.445000000000007 59.982409200000006 14.500000000000002 13.500000000000002 64.805000000000021 2.5000000000000004 7.5000000000000009 30.303340300000002 84.00500000000001 59.990753350000013 5.5000000000000009 10.500000000000002 59.950512650000007 41.705000000000005 20.500000000000004 59.990753350000013 106.49500000000002 6.5000000000000009 9.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 -5 10 20 16 13 25 -15 -16 -11 18 28 24 -10 23 -23 -22 -14 -13 -27 -8 -18 -21
right_child=1 -3 3 8 5 -7 7 -9 9 11 -12 12 19 14 15 -17 17 -19 -20 29 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1088.9889040265325 -11503.84162038539 -23.285790615154568 7388.3864933145251 9907.3850396859634 -43421.563307584271 -3540.9766968991703 100938.77561851205 207744.93476849725 12630.351942261819 -4401.1134863409916 2924.0595680750448 25882.972731624588 103971.97566402087 -7846.9861977526371 -161959.61797839327 -40635.757379557297 164816.19815596848 46087.748041113868 -64504.194717261911 32110.403692998516 68974.819615342887 -6488.471216049219 -152133.54054170495 -75091.011042457816 -173357.49953703705 -18060.675113331727 44117.184547680692 23653.335455811106 369444.78387681162 -4854.4857170303221
leaf_weight=148955 5337 3851009 4938 23140 178 501 974 136 1928 759 11393 1912 469 769 419 360 111 927 42 2464 99 6346 272 2155 27 4365 619 437 69 2694
leaf_count=148955 5337 3851009 4938 23140 178 501 974 136 1928 759 11393 1912 469 769 419 360 111 927 42 2464 99 6346 272 2155 27 4365 619 437 69 2694
internal_value=0 41.3291 3411.22 4573.23 22876.2 57233.2 74884.1 88496.6 2435.57 -2090.68 -8105.42 6249.03 1387.57 -10725.1 -57186.2 -105892 42169.8 72933.4 185032 19477.2 -19740.5 -26775.1 -12474.5 -68763.4 88875.4 -295.543 -10338.3 77002.7 243257 12803.8
internal_weight=0 3.92485e+06 73840 68503 7164 2226 1725 1547 61339 38199 22193 16006 14098 8444 1548 779 1908 1149 222 5654 10800 8872 6618 2254 496 6896 4984 1411 180 5158
internal_count=4073804 3924849 73840 68503 7164 2226 1725 1547 61339 38199 22193 16006 14098 8444 1548 779 1908 1149 222 5654 10800 8872 6618 2254 496 6896 4984 1411 180 5158
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=6 5 7 0 0 1 1 4 4 4 0 0 6 2 1 0 4 1 1 1 6 4 1 0 3 3 1 1 0 4
split_gain=1.86781e+13 1.19626e+14 5.06355e+14 3.31438e+14 5.17102e+14 2.12855e+14 2.3906e+14 1.88734e+14 2.84142e+14 1.52893e+14 2.29024e+14 2.5935e+14 1.8394e+14 1.36633e+14 1.84812e+14 1.36339e+14 1.28297e+14 2.21648e+14 1.25131e+14 1.24701e+14 1.12937e+14 1.08211e+14 1.31675e+14 1.15325e+14 1.08013e+14 1.07685e+14 1.04949e+14 2.29499e+14 3.4018e+14 2.47642e+14
threshold=64.015000000000015 1.5000000000000002 6.0000000000000009 59.990753350000013 60.002985000000002 30.260128500000004 30.370944000000005 11.500000000000002 10.500000000000002 5.5000000000000009 57.100506200000005 56.006509350000009 247.90000000000001 2506.0000000000005 39.178027400000005 45.07004340000001 24.500000000000004 82.92647190000001 39.231261550000006 82.966990000000024 122.65000000000002 8.5000000000000018 30.303340300000002 59.939085000000013 3.5000000000000004 2.5000000000000004 39.689978950000004 39.735861600000007 47.245981600000007 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 13 -5 -2 7 8 21 10 11 20 -13 14 -4 -11 -15 -18 -16 -19 24 22 25 -23 -8 -7 -3 28 -28 -30
right_child=1 26 3 4 -6 6 9 -9 -10 15 -12 12 -14 16 18 -17 17 19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=117.0984648384098 34049.235017179351 -1455.8458018448762 8533.3882505361671 364927.82779850747 -100836.60002111486 -5339.4712871093752 -35103.477088292988 -104501.92437722467 198546.77443321081 24834.494027321558 40273.8129533295 -181890.05438837968 29724.03228062221 -2122.2691651141949 181857.44331539737 -21155.491910222754 -6772.7377248364828 277629.35584677424 42715.944289269915 31989.20708637853 24740.279745379194 -83981.883772225221 -9636.9012523232741 99356.134072730667 -126493.50839298184 -174797.42858854169 22277.999543637652 280.41397054087952 2705.3598333960545 -48175.107417780673
leaf_weight=3135942 545 415719 311 67 37 50 466 704 51 825 234 254 49 1970 151 2948 129 62 113 31 205 58 155 84 179 150 11344 494459 5347 1165
leaf_count=3135942 545 415719 311 67 37 50 466 704 51 825 234 254 49 1970 151 2948 129 62 113 31 205 58 155 84 179 150 11344 494459 5347 1165
internal_value=0 -391.544 -11366.3 23967.5 199223 -25947.7 -31047.3 -70246.7 -26239.9 -21536.1 -49926.7 -68232.8 -147669 17380.3 60767.4 -11099.4 5999.15 78067.6 122301 195749 -39916.2 -49306.5 -78817.8 24471.6 -60466 -132433 -275.32 682.62 11820.3 -6397.18
internal_weight=0 937862 9828 2871 104 6957 6412 1252 548 5160 1387 1153 303 2767 575 3773 2192 222 264 93 850 497 355 142 645 200 928034 512315 17856 6512
internal_count=4073804 937862 9828 2871 104 6957 6412 1252 548 5160 1387 1153 303 2767 575 3773 2192 222 264 93 850 497 355 142 645 200 928034 512315 17856 6512
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 4 1 0 1 1 4 0 6 0 1 6 4 7 1 2 4 1 0 1 0 1 0 6 1 0
split_gain=1.85734e+13 1.84629e+14 5.52107e+14 3.13984e+14 2.72949e+14 2.58103e+14 2.46135e+14 3.06318e+14 3.0061e+14 3.94769e+14 3.75587e+14 2.27407e+14 2.07393e+14 1.81985e+14 2.28196e+14 2.08225e+14 1.84795e+14 7.65594e+14 4.45601e+14 3.20142e+14 3.48407e+14 3.09317e+14 4.00427e+14 2.49178e+14 3.193e+14 3.66157e+14 3.53372e+14 3.34583e+14 2.09385e+14 2.91223e+14
threshold=451.00000000000006 38.657016300000002 55.123213100000008 55.071632200000003 54.431501800000014 22.500000000000004 38.109452700000006 56.020150250000007 37.534144550000008 37.517483500000004 19.500000000000004 56.685611200000004 65.410000000000011 55.303261650000003 38.011626600000007 64.015000000000015 8.5000000000000018 6.0000000000000009 36.593086150000012 75.000000000000014 5.5000000000000009 37.600779750000008 55.710673100000008 37.897576350000001 55.462387050000011 36.865631950000008 55.81943720000001 57.715000000000011 37.290808600000013 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 9 -9 12 -11 -10 14 15 -6 17 18 -15 20 -20 -22 -23 24 -21 -26 27 -27 29 -28
right_child=-2 2 5 -5 6 -7 -8 8 10 11 -12 -13 -14 16 -16 -17 -18 -19 19 23 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=198297.53392857008 -95.351231439671835 -6689.9229968706613 -14612.58393972866 35087.278234965917 -9978.1768331961102 328062.77301136364 7531.2634632680165 -7846.9136447789442 -19110.918273655156 45289.129628745541 297692.47570529516 -89614.362283394032 -58950.246189787489 -27776.194659010253 14003.395467984523 -44060.80501329324 270.84254735802637 -22533.426867408878 -4997.7323678577905 2642.7736412484351 38746.31615670336 -65149.511503705166 16431.567628110413 2994.0748283723192 -14396.707409569886 32362.355086620912 28261.362944454515 75642.996998811446 25410.697217088076 -30156.028985729776
leaf_weight=70 3396489 3168 24118 4163 10756 22 50400 17338 7623 2066 36 133 1577 3267 3246 2151 462223 8907 21101 8596 4069 777 2666 12702 2178 6703 1606 2435 11397 1821
leaf_count=70 3396489 3168 24118 4163 10756 22 50400 17338 7623 2066 36 133 1577 3267 3246 2151 462223 8907 21101 8596 4069 777 2666 12702 2178 6703 1606 2435 11397 1821
internal_value=0 478.152 -7001.18 17033.8 842.609 -14300.3 821.205 253.181 -9812.37 -2784.52 -24678.4 37129.9 -25939.9 764.327 -9697.58 -15658.2 1071.33 5265.22 8386.86 9940.35 1586.24 20080.4 -1979.27 14979.3 19361.9 24859.9 28428.1 43895.3 18893.6 -2779.8
internal_weight=0 677315 31471 7331 645844 24140 645774 595374 28773 19537 9236 2199 9200 566601 16153 12907 550448 88225 79318 76051 28613 7512 3443 47438 34736 26140 23962 9138 14824 3427
internal_count=4073804 677315 31471 7331 645844 24140 645774 595374 28773 19537 9236 2199 9200 566601 16153 12907 550448 88225 79318 76051 28613 7512 3443 47438 34736 26140 23962 9138 14824 3427
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=6 2 0 5 2 1 5 7 4 0 0 1 1 0 0 0 5 6 4 4 0 1 0 4 1 4 4 0 0 6
split_gain=1.72289e+13 6.68679e+13 1.43604e+14 1.323e+14 1.08806e+14 3.28579e+14 2.25415e+14 2.0706e+14 2.01168e+14 1.80748e+14 4.78997e+14 3.38266e+14 2.03025e+14 3.49475e+14 1.81974e+14 2.14857e+14 1.69176e+14 1.66002e+14 1.63395e+14 1.47272e+14 1.42219e+14 3.28246e+14 1.32183e+14 2.00442e+14 1.55623e+14 1.61803e+14 1.18038e+14 1.69924e+14 3.03553e+14 1.86148e+14
threshold=88.825000000000003 36.000000000000007 55.988910100000005 2.5000000000000004 1696.0000000000002 37.131181300000009 2.5000000000000004 6.0000000000000009 4.5000000000000009 55.759969450000007 55.676890650000011 37.897576350000001 37.503969450000007 55.60524465000001 55.721784200000009 55.696737300000009 3.5000000000000004 99.050000000000011 14.500000000000002 27.500000000000004 55.579943700000008 37.755233900000007 55.685785750000008 11.500000000000002 37.318079750000003 12.500000000000002 8.5000000000000018 55.866549750000011 55.60524465000001 97.020000000000024
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 26 -7 8 -8 10 12 14 -10 20 15 22 -9 -18 -13 -11 -14 -22 23 -12 -24 -26 -3 28 -28 -30
right_child=1 4 -4 -5 -6 6 7 16 9 19 11 18 13 -15 -16 -17 17 -19 -20 -21 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=49.589731478820063 -42973.967616780603 -11852.240501063019 193399.20375381099 8280.5265149335519 -576.55811709431009 -52226.944214089272 -35266.514906932884 -39570.335046412896 -38785.147399187648 -3338.6056737482018 -153847.47711397058 106866.30590861345 26043.476045272644 -53834.421591446131 194177.67395327671 -22871.90539671986 106587.57750488282 -9633.0164167987186 -29179.069248703629 261917.1035714286 308120.10058913933 48874.044819634888 258810.16745671455 104230.2979529461 309716.89130434784 1715.4793826941288 -40918.297755304266 -22160.495484185987 -91776.53327636719 -250904.24642333985
leaf_weight=3849942 528 497 41 10904 194902 931 1168 2157 854 6369 34 119 1573 529 206 141 160 530 342 21 61 245 111 262 23 66 358 434 136 160
leaf_count=3849942 528 497 41 10904 194902 931 1168 2157 854 6369 34 119 1573 529 206 141 160 530 342 21 61 245 111 262 23 66 358 434 136 160
internal_value=0 -852.836 6583.28 5913.28 -1254.53 -8810.85 -4483.21 -1514.17 4184.76 8390.59 23585.3 74812.6 3106.97 17964.1 112477 86055.3 -25783.2 17316.7 5938.93 -2466.87 38177.7 100554 117020 74586.2 179823 81311.3 -52229.2 -70673.4 -102867 -177792
internal_weight=0 223862 11473 11432 212389 17487 15902 14971 12124 10956 4566 1304 3262 2408 843 637 2847 690 461 6390 1879 306 496 296 200 89 1585 1088 654 296
internal_count=4073804 223862 11473 11432 212389 17487 15902 14971 12124 10956 4566 1304 3262 2408 843 637 2847 690 461 6390 1879 306 496 296 200 89 1585 1088 654 296
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=6 7 4 5 5 4 4 1 0 1 0 1 3 1 4 4 2 5 3 1 0 2 0 0 2 1 1 4 3 0
split_gain=1.85215e+13 2.60521e+13 4.31428e+13 2.41255e+13 3.2306e+13 1.20015e+14 1.57607e+14 8.26732e+13 1.06228e+14 1.25218e+14 2.1045e+14 1.11786e+14 8.10665e+13 8.68081e+13 6.19724e+13 5.57083e+13 9.58874e+13 9.25252e+13 5.10728e+13 4.87614e+13 4.44734e+13 4.9916e+13 4.16437e+13 3.92178e+13 4.51325e+13 3.88987e+13 4.32735e+13 6.42107e+13 1.09383e+14 1.08429e+14
threshold=247.90000000000001 6.0000000000000009 18.500000000000004 5.5000000000000009 2.5000000000000004 9.5000000000000018 8.5000000000000018 42.186961750000002 59.856552950000008 38.166910000000009 45.029425500000009 38.948208550000011 4.5000000000000009 39.843340650000009 10.500000000000002 11.500000000000002 2911.0000000000005 3.5000000000000004 1.5000000000000002 61.511492200000006 55.910578700000009 2828.5000000000005 54.188398350000007 56.638205000000006 5325.0000000000009 47.17130860000001 52.419561900000012 4.5000000000000009 3.5000000000000004 55.061158000000006
decision_type=2 2 2 2 2 2 2 2 2 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 14 6 7 8 9 20 -11 -12 13 18 -2 16 -7 -18 -13 22 21 -6 -8 25 -25 -9 -27 -28 -29 -30
right_child=1 2 -4 -5 5 15 19 23 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-5.9718400767692632 31995.032647769331 -4984.5137672228693 -111830.13027797965 48037.712928734756 337719.90828125004 234872.36702665442 -81089.122021484378 -83642.683057579634 -157804.64903846156 -237690.0394396552 -123485.2556712963 94297.948177083337 285701.47593750001 186237.83547293529 -27572.13977393035 18243.170367244296 -120836.1598125 139647.68729166666 -100009.56617943548 -13833.369750000002 41364.486309523811 136332.84248046877 -224092.75446428574 -23192.240848214289 -168117.15433238636 64751.124082880437 34425.921543627104 -219061.62848395272 149548.14224537037 -112545.45237458881
leaf_weight=4070611 950 312 43 164 20 34 32 78 26 29 27 24 20 35 214 619 25 30 31 25 21 32 56 42 44 69 89 37 27 38
leaf_count=4070611 950 312 43 164 20 34 32 78 26 29 27 24 20 35 214 619 25 30 31 25 21 32 56 42 44 69 89 37 27 38
internal_value=0 7613.23 -17926.4 10807.9 8524.58 -1125.91 -27614.5 -9661.76 34154.3 55036.8 7036.72 58840.2 103593 63124.2 21043.7 28879.5 102856 21245.9 -15220.8 -137079 164188 213789 -172091 -37046.8 -97339.9 -21705.9 -3124.9 -27645.6 -81806 -3675.81
internal_weight=0 3193 355 2838 2674 1510 802 689 265 239 166 137 110 90 1164 708 89 55 55 113 73 52 88 424 86 338 260 191 102 65
internal_count=4073804 3193 355 2838 2674 1510 802 689 265 239 166 137 110 90 1164 708 89 55 55 113 73 52 88 424 86 338 260 191 102 65
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 7 0 6 0 3 3 5 6 6 6 3 4 4 6 6 4 4 5 6 4 6 4 4 5 6 6 4 6
split_gain=1.7117e+13 4.51792e+14 1.13676e+14 1.92175e+14 2.90053e+14 2.58006e+14 1.93548e+14 2.10195e+14 1.92026e+14 1.51278e+14 1.17428e+14 1.09943e+14 1.37711e+14 1.05497e+14 9.23126e+13 8.66915e+13 8.30142e+13 8.20558e+13 1.07263e+14 8.02908e+13 1.36252e+14 1.02001e+14 1.08371e+14 1.08115e+14 1.96371e+14 1.87906e+14 1.8658e+14 1.45681e+14 1.32703e+14 1.1037e+14
threshold=20.507515800000004 54.932051950000009 6.0000000000000009 54.707511300000007 92.02500000000002 54.73499850000001 5.5000000000000009 4.5000000000000009 2.5000000000000004 79.710000000000022 63.005000000000003 84.810000000000016 4.5000000000000009 9.5000000000000018 4.5000000000000009 44.820000000000007 70.00500000000001 4.5000000000000009 9.5000000000000018 4.5000000000000009 125.02000000000002 12.500000000000002 58.995000000000012 5.5000000000000009 6.5000000000000009 2.5000000000000004 108.05000000000001 112.00500000000001 7.5000000000000009 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 4 11 6 7 19 9 13 -7 16 -13 -4 -11 -8 -1 -10 -19 20 21 22 -5 26 25 -25 29 28 -26 -24
right_child=-2 -3 8 5 -6 10 15 -9 17 14 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-8051.2811187101051 -14.490149670471503 55018.809802857635 -15479.03093187941 1143.5512326240539 -199002.81106013808 7713.262269541664 -19434.891027462123 -59463.16778484144 23324.495958455405 155186.18698470746 -50012.728810369321 321845.10312500002 -40717.594453124999 5067.7021759961017 23559.523018292686 78878.057548071898 -94658.549169921884 -69549.919924141417 -15854.819744734543 177491.74470486111 -52512.35768893495 -70718.409758890091 223966.18125000002 67071.181368582591 -131298.36721354167 273407.79054099461 186295.59406702899 -124953.72848837211 88514.023064903857 5504.6509274652444
leaf_weight=1424 4053548 1537 4397 512 86 844 99 304 192 94 605 22 20 5789 123 954 120 851 661 36 196 87 24 84 30 93 69 43 325 635
leaf_count=1424 4053548 1537 4397 512 86 844 99 304 192 94 605 22 20 5789 123 954 120 851 661 36 196 87 24 84 30 93 69 43 325 635
internal_value=0 2899.71 -1379.74 9165.21 -20138.8 19083.5 33807 18332.4 -7138.66 -2041.63 -16389 -10440 149196 -3801.73 80577.5 69635 -14782.4 -38256.3 -46076.1 29414.9 26874 35054.7 40124.8 55442.1 87853.9 175485 29842.1 48882.2 69938.3 13460.8
internal_weight=0 20256 18719 6612 1672 4940 3491 2438 12107 10403 1449 1586 42 10186 217 1053 1544 1704 1512 2134 2098 1902 1815 1303 575 177 728 398 355 659
internal_count=4073804 20256 18719 6612 1672 4940 3491 2438 12107 10403 1449 1586 42 10186 217 1053 1544 1704 1512 2134 2098 1902 1815 1303 575 177 728 398 355 659
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=4 0 0 4 3 3 6 6 0 3 7 3 3 6 6 6 6 3 6 6 5 3 6 6 6 1 1 1 7 0
split_gain=1.70292e+13 3.58358e+13 6.0844e+13 8.44033e+13 5.16045e+13 5.04847e+13 3.1452e+13 3.85908e+13 2.84727e+13 2.74829e+13 2.6994e+13 2.67754e+13 2.60402e+13 2.58287e+13 2.96942e+13 2.57795e+13 2.4979e+13 2.4731e+13 2.93335e+13 2.37426e+13 2.22933e+13 1.92372e+13 1.86694e+13 1.76364e+13 2.2496e+13 1.67794e+13 2.31854e+14 3.96252e+14 3.07739e+14 2.06422e+14
threshold=37.500000000000007 55.834019500000004 55.768246800000007 38.500000000000007 23.500000000000004 20.500000000000004 63.415000000000006 44.010000000000012 55.801384500000005 3.5000000000000004 6.0000000000000009 34.500000000000007 14.500000000000002 79.015000000000015 67.91500000000002 66.010000000000005 82.905000000000015 9.5000000000000018 48.410000000000004 51.405000000000008 1.5000000000000002 8.5000000000000018 74.015000000000015 68.515000000000015 78.605000000000004 50.213874250000011 49.030112300000006 47.899251850000006 6.0000000000000009 53.175387700000009
decision_type=2 2 2 2 2 2 2 2 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 5 8 16 6 7 12 -4 -5 -7 25 -2 14 -11 -8 17 20 -19 -9 -3 -21 -17 -16 -25 26 27 -1 -29 -28
right_child=1 4 3 9 -6 10 15 19 -10 13 -12 -13 -14 -15 23 22 -18 18 -20 21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=66.377359933570276 -34647.81680715461 105204.87641782407 -217041.64838709679 81557.44095791904 -31178.758877634449 122524.44073275864 108442.88027343751 -135099.51458834135 -88645.944180689112 -23460.677315529945 21518.867033335704 45562.024641170057 104106.5318452381 35238.848499282525 -132387.60237771738 -35970.28154670784 -23380.965625000001 52820.14406250001 212604.34496527782 -115657.66203703704 -28771.064062500001 -10908.850812500001 23602.138302612308 20887.776562500003 -97469.688560267852 -248.87109322210242 -12455.327657739019 -15661.11761648494 10456.940423963984 4650.6192357379659
leaf_weight=2273409 38 27 31 22 86 29 21 52 39 263 302 129 21 49 46 111 23 20 27 27 23 50 100 26 42 1607745 7398 26308 5445 151895
leaf_count=2273409 38 27 31 22 86 29 21 52 39 263 302 129 21 49 46 111 23 20 27 27 23 50 100 26 42 1607745 7398 26308 5445 151895
internal_value=0 -10742.9 -17023 -43388.3 27943.6 1162.4 -21854.6 -52254 -145507 -27432.3 30368.3 3.89109 14739.3 -33060.9 -41938 2779.37 70314.6 92531.1 144611 -82894.4 43575.9 -47639 -7736.91 -84565.6 -52215.4 2.44789 166.402 -88.5715 -11182.4 3856.17
internal_weight=0 1475 1269 518 206 751 420 188 70 448 331 4.07233e+06 59 426 377 232 120 97 47 129 50 77 211 114 68 4.0722e+06 2.46446e+06 2.30516e+06 31753 159293
internal_count=4073804 1475 1269 518 206 751 420 188 70 448 331 4072329 59 426 377 232 120 97 47 129 50 77 211 114 68 4072200 2464455 2305162 31753 159293
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=4 1 2 2 1 1 6 6 1 1 0 0 6 0 7 0 1 1 6 0 0 6 0 6 5 2 0 1 0 0
split_gain=1.69988e+13 1.00853e+14 6.79213e+13 5.8334e+13 8.02837e+13 9.71055e+13 6.15781e+13 5.08094e+13 8.10163e+13 1.77111e+14 1.00596e+14 1.30719e+14 1.53881e+14 8.41216e+13 6.64451e+13 5.98574e+13 5.58838e+13 4.98103e+13 4.92807e+13 4.66479e+13 1.05861e+14 4.56909e+13 6.18665e+13 9.65215e+13 7.3917e+13 6.14627e+13 4.5668e+13 6.61333e+13 5.89822e+13 7.13857e+13
threshold=2.5000000000000004 38.247071200000008 6426.0000000000009 3129.5000000000005 43.862029600000007 48.411058050000008 58.755000000000003 47.805000000000007 30.472130500000002 30.370944000000005 54.762682300000009 54.707511300000007 88.00500000000001 59.764576050000009 6.0000000000000009 44.878071950000013 30.389265100000003 30.370944000000005 42.005000000000003 57.205086850000008 57.174562350000009 75.010000000000005 55.303261650000003 142.05000000000004 3.5000000000000004 5873.0000000000009 43.550475500000012 82.648284550000014 54.724612400000005 54.932051950000009
decision_type=2 2 2 2 2 2 2 2 2 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 17 9 10 11 -9 -13 16 -12 -10 -11 -1 -5 20 -20 -17 25 -24 -25 -23 -4 -28 -29 -30
right_child=-2 2 26 18 5 -7 -8 8 15 13 14 12 -14 -15 -16 21 -18 -19 19 -21 -22 22 23 24 -26 -27 27 28 29 -31
leaf_value=-22239.944049527763 -34.37193894874315 4974.509194610232 20276.92231984693 2260.1175032540064 -10845.48012619473 203.88848188133514 -41382.362105785127 -42697.325012682631 9884.5595897389267 34997.338281249999 -14004.763318974921 252381.44268867924 28520.449111729453 20928.410105613428 -186552.5788170856 -16216.296914590881 226501.27840576172 1532.0333230467716 12517.238323612861 181.63211785418332 108864.75232137929 -80737.80108621376 -32229.578125194148 -54114.443415178568 175663.44793526788 30203.883470394736 -14593.060085818854 -9211.8120865575202 34124.535340433533 1636.4125747634941
leaf_weight=992 3961637 29027 817 11404 3022 15423 845 77 722 20 752 53 73 54 23 4207 64 7908 13657 3361 115 403 503 21 42 57 4396 5050 736 8343
leaf_count=992 3961637 29027 817 11404 3022 15423 845 77 722 20 752 53 73 54 23 4207 64 7908 13657 3361 115 403 503 21 42 57 4396 5050 736 8343
internal_value=0 1213.99 2435.78 3768.82 1651.52 -3348.81 -17518.3 -6145.1 -12473 12253 -2711.43 59953.3 122684 118306 -19125.5 -17106.8 180905 -1117.61 7353.69 10744.1 13321.8 -20830.8 -39752.2 -17614.9 99070.8 -66990.7 -2860.94 -3881.38 -548.617 4270.1
internal_weight=0 112167 96196 76854 48317 19290 3867 15971 7071 1116 978 203 126 138 775 5955 84 8900 28537 17133 13772 5233 1026 566 63 460 19342 18525 14129 9079
internal_count=4073804 112167 96196 76854 48317 19290 3867 15971 7071 1116 978 203 126 138 775 5955 84 8900 28537 17133 13772 5233 1026 566 63 460 19342 18525 14129 9079
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=1 4 2 0 4 2 0 0 5 6 7 5 0 0 0 0 4 4 6 4 7 3 3 6 6 6 6 6 4 6
split_gain=1.6791e+13 5.01629e+13 5.05268e+13 8.47586e+13 8.10128e+13 5.06547e+13 6.37897e+13 5.28232e+13 5.25809e+13 4.38301e+13 3.9078e+13 3.71524e+13 3.533e+13 5.03241e+13 7.15374e+13 5.3134e+13 4.51819e+13 5.68056e+13 5.03183e+13 7.41505e+13 7.49711e+13 6.14282e+13 7.08861e+13 5.04633e+13 3.92911e+13 3.76344e+13 5.83424e+13 3.44065e+13 3.3398e+13 5.24929e+13
threshold=113.48479755000001 17.500000000000004 5325.0000000000009 50.556058150000005 10.500000000000002 9236.5000000000018 50.596941950000009 52.02416370000001 1.5000000000000002 74.615000000000009 6.0000000000000009 2.5000000000000004 52.07762420000001 52.960348700000004 53.715816400000008 56.638205000000006 10.500000000000002 15.500000000000002 43.905000000000008 14.500000000000002 6.0000000000000009 7.5000000000000009 12.500000000000002 74.615000000000009 62.995000000000012 60.305000000000007 99.050000000000011 67.00500000000001 6.5000000000000009 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 27 -4 -6 11 -2 16 -14 24 -16 25 18 -18 -20 21 -21 23 -23 -15 -9 -27 -7 29 -28
right_child=1 -3 5 -5 9 7 -8 12 -10 -11 -12 -13 13 14 15 -17 17 -19 19 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-16.335151579185705 -2889.5873431924897 46229.049273587741 3413.6637002687844 -80040.80090990389 45352.526463293652 -3943.9951051086555 -48209.646802718999 6671.5728557557195 40747.644763580356 209303.52578125001 64145.183170572913 -37209.937699428287 -42952.860604915979 37845.389185176871 -58891.320099402423 928.40806279328444 60490.468464006699 12834.674832043522 -13383.881068940325 26899.435576923075 68364.476186899046 -105803.50998411019 24321.56170099432 -236594.20315479345 147497.74292632315 28729.973140288886 5025.9929221616976 -27611.606459626986 -25591.141883558637 174366.75759943182
leaf_weight=4047600 797 260 638 178 63 3333 127 5176 923 22 63 522 265 161 151 8916 56 608 383 26 26 59 22 59 41 2089 109 753 356 22
leaf_count=4047600 797 260 638 178 63 3333 127 5176 923 22 63 522 265 161 151 8916 56 608 383 26 26 59 22 59 41 2089 109 753 356 22
internal_value=0 2523.21 2085.21 -14875.9 -6969.02 3233.44 19943.9 1985.94 25488.8 87786.9 -12797 -16472 4255.92 15.0099 1243.46 -67.8177 8752.96 -8978.7 -29997 -38809.7 -89528.8 -114259 -140474 -171199 60101.6 11587 21463.7 -8305.65 -9705.43 33464.9
internal_weight=0 26204 25944 1645 1467 24299 1688 22611 1561 85 1382 1319 18525 9534 9269 9067 8991 1239 631 575 192 166 140 118 202 7752 2576 4086 487 131
internal_count=4073804 26204 25944 1645 1467 24299 1688 22611 1561 85 1382 1319 18525 9534 9269 9067 8991 1239 631 575 192 166 140 118 202 7752 2576 4086 487 131
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=2 5 1 4 0 0 1 6 4 1 1 4 7 6 3 4 4 3 1 5 6 6 6 1 4 4 4 7 4 4
split_gain=1.66605e+13 4.27172e+13 3.36955e+13 3.01949e+13 1.77834e+13 1.15774e+14 1.24117e+15 2.56281e+14 2.39169e+14 3.30059e+14 2.81179e+14 5.14974e+14 4.54264e+14 3.62562e+14 2.92526e+14 2.42819e+14 2.05394e+14 2.11533e+14 1.97575e+14 1.85315e+14 1.68997e+14 1.64216e+14 2.85623e+14 1.61799e+14 1.44931e+14 1.31956e+14 1.99616e+14 1.31304e+14 1.31284e+14 1.24872e+14
threshold=14143.500000000002 2.5000000000000004 72.839788400000018 7.5000000000000009 59.963561900000009 59.982409200000006 30.330566300000005 43.010000000000012 8.5000000000000018 30.389265100000003 30.370944000000005 13.500000000000002 6.0000000000000009 81.705000000000013 7.5000000000000009 16.500000000000004 21.500000000000004 6.5000000000000009 30.277905650000005 1.5000000000000002 45.605000000000011 55.805000000000007 63.415000000000006 30.323041000000003 7.5000000000000009 8.5000000000000018 6.5000000000000009 6.0000000000000009 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=4 -2 -3 -4 -1 6 16 -8 9 28 11 12 -10 14 -14 -12 17 18 20 -11 -6 -19 27 -20 -22 26 -25 -23 -9 -24
right_child=1 2 3 -5 5 -7 7 8 10 19 15 -13 13 -15 -16 -17 -18 21 23 -21 24 22 29 25 -26 -27 -28 -29 -30 -31
leaf_value=45.319145524613759 -775.9991349096158 23428.937085497513 50835.07046396684 174577.55501893943 -46492.880957031251 -264.20236292585992 -4601.2015100490125 -120493.23772992774 145878.98358876331 138662.50329241072 -64642.839821664704 -164580.394542822 -65680.440520214252 74830.245769942441 31061.667672054115 -11452.461038776084 -193235.7594545201 31693.930708451706 20814.05048481132 -49307.687997846137 316275.66334978072 428885.74273255817 -79356.76060267858 -16084.574786931818 97022.628027343759 9413.4334605823879 350152.29402173916 136917.19469401042 -278488.37194173178 118546.28045292861
leaf_weight=3866544 607 182 49 33 36 192214 3989 426 235 56 2254 173 815 456 507 1386 35 242 1985 827 57 43 35 22 64 44 46 24 60 358
leaf_count=3866544 607 182 49 33 36 192214 3989 426 235 56 2254 173 815 456 507 1386 35 242 1985 827 57 43 35 22 64 44 46 24 60 358
internal_value=0 13828.9 47409.3 100634 -2.95733 -907.381 -9628.93 -24931.5 -36202.8 -73814.3 -27364.9 983.738 15212.5 -2057.76 -28578.9 -44389.6 47590.6 50442.1 35513.2 -37386.6 143716 98376.2 133457 27412.1 200307 144351 231664 324300 -139999 100921
internal_weight=0 871 264 82 4.07293e+06 206389 14175 11184 7195 1369 5826 2186 2013 1778 1322 3640 2991 2956 2254 883 157 702 460 2097 121 112 68 67 486 393
internal_count=4073804 871 264 82 4072933 206389 14175 11184 7195 1369 5826 2186 2013 1778 1322 3640 2991 2956 2254 883 157 702 460 2097 121 112 68 67 486 393
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 1 1 6 7 4 1 2 0 4 4 4 1 0 1 6 0 1 6 5 4 1 4 6 0 1
split_gain=1.77728e+13 3.21027e+14 2.19836e+14 2.81367e+14 2.77038e+14 3.69835e+14 2.35761e+14 1.8447e+14 1.66933e+14 1.85468e+14 1.66893e+14 1.58827e+14 1.57637e+14 3.17073e+14 2.38435e+14 1.83747e+14 2.69061e+14 1.77385e+14 1.7111e+14 2.73712e+14 1.83938e+14 1.6714e+14 2.12492e+14 3.12826e+14 1.72742e+14 1.55857e+14 1.55155e+14 1.54747e+14 1.54646e+14 1.87564e+14
threshold=56.128722100000005 56.067362750000008 56.324067350000007 5.5000000000000009 21.500000000000004 43.997056950000008 43.56803845000001 96.050000000000011 6.0000000000000009 24.500000000000004 47.256487700000001 5325.0000000000009 56.760749800000006 25.500000000000004 5.5000000000000009 9.5000000000000018 39.777866350000004 61.78914120000001 65.574968200000015 87.015000000000015 57.125462300000009 65.534455000000023 67.00500000000001 2.5000000000000004 7.5000000000000009 43.047633000000012 10.500000000000002 74.015000000000015 61.686687400000004 60.307188350000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -2 26 9 25 -8 -12 13 -4 17 16 -16 28 21 -20 -21 -18 -23 24 -24 -6 -3 -7 29 -14
right_child=2 7 12 4 5 27 10 -9 -10 -11 11 -13 14 -15 15 -17 18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.604595825199723 -12874.624216953896 -4413.5585328387087 -4245.9175417997676 11992.062004121595 139047.62777248476 -21611.197258803786 8455.9461803236773 -59359.878862262893 -5781.9404739469719 100353.37477251264 -20194.669461181235 9705.7064695411864 1391.0036529651777 167198.73765021432 -8077.3487632898295 340.54951426460678 274.54821181130768 -6502.939962704404 -5415.3619062793732 -98979.227996814327 -23734.190168457033 3173.2050567658325 233026.74593200686 18552.310177744181 76989.077935606052 -10456.782363092643 -18317.245110794487 -73419.310243712753 18565.566762466937 7780.3064872311534
leaf_weight=2958794 12355 34353 91523 48956 82 2243 20268 701 1189 418 4722 2848 158258 108 73502 459090 76251 18410 16804 515 880 5290 80 2291 627 466 10473 776 6790 64741
leaf_count=2958794 12355 34353 91523 48956 82 2243 20268 701 1189 418 4722 2848 158258 108 73502 459090 76251 18410 16804 515 880 5290 80 2291 627 466 10473 776 6790 64741
internal_value=0 -124.621 350.077 4959.98 9666.32 -12339.6 -1378.31 -8457.99 19304.9 50183 3723.97 -8945.49 -95.8185 -4043.85 313.632 -713.141 -3457.92 2941.93 -153.027 -8948.85 -51512.8 1740.48 15227.3 36496.9 94645.4 11914.3 -7661.97 -34927.9 3698.62 3245.94
internal_weight=0 3.00432e+06 1.06948e+06 94323 54130 5174 40193 45527 2155 966 27838 7570 975160 91631 883529 635330 176240 248199 102738 18199 1395 84539 8288 2998 707 548 44826 3019 229789 222999
internal_count=4073804 3004321 1069483 94323 54130 5174 40193 45527 2155 966 27838 7570 975160 91631 883529 635330 176240 248199 102738 18199 1395 84539 8288 2998 707 548 44826 3019 229789 222999
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=1 3 1 0 1 0 7 0 1 6 6 1 7 6 3 0 4 4 4 6 4 1 1 6 4 6 6 4 0 0
split_gain=1.70555e+13 9.22572e+13 1.23644e+14 1.36744e+14 7.98759e+13 2.09071e+14 1.31349e+14 1.71837e+14 1.26328e+14 1.10845e+14 1.10381e+14 1.10023e+14 1.348e+14 1.63482e+14 1.32577e+14 1.27153e+14 1.05833e+14 1.17025e+14 1.01594e+14 8.81575e+13 8.65339e+13 8.02078e+13 3.55455e+14 1.9179e+14 3.34761e+14 1.95171e+14 3.37525e+14 3.74921e+14 2.33409e+14 1.84352e+14
threshold=83.015546400000019 1.5000000000000002 83.025426800000005 55.039488700000007 83.011163250000024 55.029726000000004 6.0000000000000009 55.030407050000001 83.00362155000002 59.815000000000005 118.04500000000002 83.000013850000016 6.0000000000000009 63.855000000000011 1.5000000000000002 55.014086100000007 12.500000000000002 6.5000000000000009 3.5000000000000004 63.705000000000005 24.500000000000004 82.965501500000016 82.966990000000024 95.045000000000016 4.5000000000000009 77.010000000000005 85.020000000000024 10.500000000000002 55.039488700000007 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=4 -2 3 -3 8 10 7 9 11 -7 16 21 13 -13 -14 -16 17 18 -6 -18 -10 -1 -23 25 -25 -24 27 28 -27 -28
right_child=1 2 -4 -5 5 6 -8 -9 20 -11 -12 12 14 -15 15 -17 19 -19 -20 -21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=-57.25850207925486 -3378.6228551907247 15658.924761437343 1035.9538576568843 -23125.188973095363 47856.87379950779 -20133.657793977138 -3306.1330725678908 12382.41588353909 7678.5468669116617 -59978.53685653409 -176517.37672413792 -6173.1898782224307 8097.4506725728033 -28761.954835860823 4388.6279650619863 -7018.0932459041624 21856.222427674435 40779.136207404372 -25961.568555829315 -33519.948381672904 -24146.8689644673 16871.76132646983 -85.268591678389953 72462.369689029147 -44740.507731172984 98683.423798610602 -7689.7627091169579 402.31969817120927 17851.622713011515 20175.133442468254
leaf_weight=3450934 45645 9708 230308 1003 273 4542 57481 1465 27257 825 29 28056 13364 3617 14561 29716 558 2256 588 593 882 15068 120362 281 1836 1156 5609 1197 517 4117
leaf_count=3450934 45645 9708 230308 1003 273 4542 57481 1465 27257 825 29 28056 13364 3617 14561 29716 558 2256 588 593 882 15068 120362 281 1836 1156 5609 1197 517 4117
internal_value=0 743.705 1524.41 12027.1 -56.2941 -3437.29 -4864.16 -17972.6 6.0881 -26258.5 17918.7 -44.8077 -3511.87 -8752.79 -632.059 -3266.86 19239.9 28808.9 -2555.72 -6673.81 6681 41.1826 2303.78 678.684 -29183.6 1154.16 12997.6 43132 73704.3 4105.4
internal_weight=0 286664 241019 10711 3.78714e+06 68610 64313 6832 3.71853e+06 5367 4297 3.69039e+06 89314 31673 57641 44277 4268 3117 861 1151 28139 3.60108e+06 150143 135075 2117 132958 12596 2870 1673 9726
internal_count=4073804 286664 241019 10711 3787140 68610 64313 6832 3718530 5367 4297 3690391 89314 31673 57641 44277 4268 3117 861 1151 28139 3601077 150143 135075 2117 132958 12596 2870 1673 9726
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 4 1 7 1 1 1 0 0 7 0 6 6 3 5 6 6 6 0 4 6 5 0 1 0 7
split_gain=1.79169e+13 2.11844e+14 3.13115e+14 2.84721e+14 2.77867e+14 3.00486e+14 2.93289e+14 2.41677e+14 2.27845e+14 2.19262e+14 3.645e+14 6.83219e+14 7.26014e+14 5.36858e+14 3.59161e+14 3.41144e+14 3.78572e+14 2.03725e+14 2.16467e+14 2.04543e+14 1.96827e+14 1.79495e+14 1.78902e+14 1.70715e+14 1.92603e+14 1.66155e+14 1.58646e+14 1.5771e+14 2.52585e+14 1.74182e+14
threshold=50.213874250000011 49.692247900000005 53.175387700000009 53.341100000000004 47.805000000000007 19.500000000000004 50.136929700000003 6.0000000000000009 49.300375350000003 49.111590500000005 49.147669400000005 55.768246800000007 55.81943720000001 6.0000000000000009 55.775215600000003 56.505000000000003 55.805000000000007 4.5000000000000009 2.5000000000000004 95.045000000000016 39.355000000000011 89.00500000000001 55.79439725000001 13.500000000000002 112.00500000000001 1.5000000000000002 55.82518790000001 49.230435000000007 55.791814000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 21 4 -4 6 -6 -7 9 -1 11 -11 14 -14 -13 16 -16 18 -17 -19 -12 -3 -10 24 -22 -18 -15 28 29 -25
right_child=-2 2 3 -5 5 7 -8 -9 22 10 20 12 13 26 15 17 25 19 -20 -21 23 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-32.544296694581412 -259.72485967574158 -7191.0874377125074 4524.8374510089943 -19205.961475471235 60504.729229926132 35241.622011078551 23108.82965819872 -22778.827459015516 -22269.311439617581 -33478.722361438282 11185.418658099899 7639.2264492307004 -3008.2109199908514 16038.962217853979 43599.742567638466 166966.15266689521 -229096.47488531817 90731.00796743446 83764.826845902659 18101.540525504071 5079.9817135368357 -100605.40772060178 -1022.5283679416078 2353.2623467402836 -45201.227934592112 13361.549539930558 123830.16359924186 -25917.165692171209 20654.568223212449 -21801.496692023524
leaf_weight=2339440 1607797 6917 9265 2337 3280 1186 5816 1819 8106 2151 16944 1430 6611 194 1866 501 76 991 832 637 26927 212 7754 5560 784 45 461 4127 3291 6447
leaf_count=2339440 1607797 6917 9265 2337 3280 1186 5816 1819 8106 2151 16944 1430 6611 194 1866 501 76 991 832 637 26927 212 7754 5560 784 45 461 4127 3291 6447
internal_value=0 169.336 8406.45 13933.1 17557.8 27536.4 36593.7 120.425 65.0456 143.363 5295.48 18901.9 27159.8 5547.75 51780.9 64538.1 32484.7 86047.8 115036 62312.7 1941.64 -9969.01 -11881.7 -1381.22 3657.43 -138926 91904.2 -8569.17 -3889.13 -10616.3
internal_weight=0 2.46601e+06 30832 23703 21366 12101 9096 3005 2.43518e+06 2.41932e+06 79875 15795 13644 7266 6378 4948 1987 2961 1333 1628 64080 7129 15860 47136 27711 121 655 19425 15298 12007
internal_count=4073804 2466007 30832 23703 21366 12101 9096 3005 2435175 2419315 79875 15795 13644 7266 6378 4948 1987 2961 1333 1628 64080 7129 15860 47136 27711 121 655 19425 15298 12007
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 0 2 4 1 5 6 6 1 5 6 6 4 3 7 4 6 1 6 6 1 1 7 6 6
split_gain=1.73995e+13 8.45245e+13 5.80281e+13 1.22532e+14 7.92139e+13 1.82116e+14 1.0246e+14 1.3837e+14 6.96192e+13 1.09823e+14 7.17815e+13 6.65727e+13 1.56382e+14 6.91204e+13 8.66514e+13 1.46427e+14 1.41863e+14 6.59129e+13 6.51993e+13 5.79862e+13 1.14282e+14 5.65351e+13 5.47397e+13 5.67373e+13 5.24589e+13 5.10413e+13 1.29665e+14 5.37072e+13 5.08796e+13 5.02267e+13
threshold=60.753246850000004 33.882313700000005 61.686687400000004 45.71452080000001 6426.0000000000009 8009.5000000000009 63.565651350000003 14624.000000000002 8.5000000000000018 34.382014200000008 3.5000000000000004 91.02500000000002 92.02500000000002 118.02765200000002 2.5000000000000004 78.605000000000004 79.710000000000022 9.5000000000000018 8.5000000000000018 6.0000000000000009 14.500000000000002 85.020000000000024 39.939672500000007 112.00500000000001 79.710000000000022 59.999510900000011 86.169282750000022 6.0000000000000009 70.00500000000001 66.010000000000005
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 24 3 -3 25 22 8 21 9 -7 11 13 -13 -10 15 29 -17 -9 -11 -5 -21 -8 -6 -24 -2 27 -27 -4 -28 -15
right_child=1 2 4 19 5 6 7 17 10 18 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-24.548292635356439 -13170.743537668366 -69123.917828338788 -122.62700988698371 11606.728337352506 55975.727302911124 15681.685560732409 -40171.213835539238 55553.866060436965 -11736.952530393493 -2257.5504064147658 32584.198704325358 -287787.35089285712 -20118.294767992425 3007.6114889337778 68646.348944251018 -284850.27500000002 25450.98254957933 -115380.39396875001 -150071.93875 -35912.598051141533 31062.214876715181 -210020.0065625 19571.28360839095 180883.88671875 -89274.30277177527 -28364.444922660543 16834.736207944919 -32504.713286497881 -36259.925114780803 68101.415902313936
leaf_weight=4017125 2486 201 12008 11857 547 7029 973 231 5209 5621 480 28 99 1246 230 34 26 25 30 721 394 20 2445 22 94 2498 1248 535 211 131
leaf_count=4017125 2486 201 12008 11857 547 7029 973 231 5209 5621 480 28 99 1246 230 34 26 25 30 721 394 20 2445 22 94 2498 1248 535 211 131
internal_value=0 1739.86 2583.19 8355.92 725.095 4341 1101.4 -26692.2 2823.08 7337.12 -4825.99 -7390.16 -79131.9 -6065.09 11658.2 2536.94 -150386 38861.1 -3042.27 9556.47 -12246.2 -43592.1 27355.7 21009.8 -15943.5 -4627.76 -14530.1 -1503.83 9156.21 9200.27
internal_weight=0 56679 54099 13173 40926 24426 21412 1249 20163 12680 7483 7003 127 6876 1667 1437 60 256 5651 12972 1115 993 3014 2467 2580 16500 3957 12543 1459 1377
internal_count=4073804 56679 54099 13173 40926 24426 21412 1249 20163 12680 7483 7003 127 6876 1667 1437 60 256 5651 12972 1115 993 3014 2467 2580 16500 3957 12543 1459 1377
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=2 0 4 1 5 6 2 0 6 1 1 0 0 0 6 1 0 4 6 0 7 4 1 0 0 1 4 7 1 0
split_gain=1.72672e+13 1.54759e+14 3.07949e+14 1.65139e+14 1.54999e+14 1.84188e+14 2.36973e+14 4.17902e+14 3.50994e+14 3.57403e+14 3.10479e+14 4.82104e+14 6.71681e+14 5.05116e+14 3.7316e+14 3.02292e+14 6.42731e+14 4.59274e+14 3.55297e+14 3.52305e+14 3.41213e+14 6.21944e+14 4.47261e+14 5.00024e+14 4.3604e+14 3.98364e+14 3.36299e+14 5.71456e+14 3.34097e+14 7.83472e+14
threshold=451.00000000000006 54.86311005000001 16.500000000000004 39.652459050000012 1.5000000000000002 41.505000000000003 75.000000000000014 55.633951400000008 76.00500000000001 37.71815560000001 37.425454150000007 55.728148450000006 55.667390500000003 55.775215600000003 56.010000000000012 37.503969450000007 55.520061350000013 23.500000000000004 69.605000000000004 55.568628050000008 6.0000000000000009 16.500000000000004 37.618684050000006 55.595177750000005 55.554045200000012 37.600779750000008 21.500000000000004 6.0000000000000009 37.543519500000009 55.554045200000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 10 -10 11 12 -9 -13 -15 17 -17 18 -7 -19 22 24 -18 -24 -22 -26 27 -20 -23 -30
right_child=-2 3 -4 -5 5 6 -8 8 9 -11 -12 13 -14 14 -16 16 20 19 26 -21 21 28 23 -25 25 -27 -28 -29 29 -31
leaf_value=-23284.662520530783 -91.937043245077916 -1265.9970505243048 115125.00412612276 -37868.666044188365 12153.096588748303 13213.79228217823 3595.6444174345743 -27057.145885981463 13474.176259795455 -15265.010506101291 -4860.8822802239529 34877.643486917026 -121553.23114165798 5975.2084796326772 -46946.855775928561 -32629.651040707093 29924.956232198532 85764.442378866792 19381.945537750911 -53568.607730066047 -86973.518568365922 -22783.768469828588 -72807.85658300457 7150.7915109008163 203587.47510581536 81759.504219896495 33191.993509261476 -37551.535131853816 247184.32899776788 28746.269953191084
leaf_weight=4294 3396489 259605 167 1115 16661 15908 220908 3162 18210 5676 92454 2077 987 2419 2966 2328 6708 198 2603 2174 112 1096 1010 3466 386 881 1446 5463 175 2660
leaf_count=4294 3396489 259605 167 1115 16661 15908 220908 3162 18210 5676 92454 2077 987 2419 2966 2328 6708 198 2603 2174 112 1096 1010 3466 386 881 1446 5463 175 2660
internal_value=0 461.031 -18103.2 584.111 647.938 1853.53 1419.62 -1334.09 -4287.3 6644.92 -6796.57 -22209.7 -49536.7 -7015.48 -23173.7 6772.21 16557.7 145.042 4071.9 -41937.9 23500.1 44373.9 13589.5 -10891.7 102157 118875 -11217.1 -19178.4 24103.6 42230.1
internal_weight=0 677315 4461 672854 671739 412134 395473 174565 127951 23886 104065 11611 4149 7462 5385 46614 18822 27792 25420 2372 16494 5310 11184 4476 1379 1267 9512 8066 3931 2835
internal_count=4073804 677315 4461 672854 671739 412134 395473 174565 127951 23886 104065 11611 4149 7462 5385 46614 18822 27792 25420 2372 16494 5310 11184 4476 1379 1267 9512 8066 3931 2835
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 1 5 4 6 6 1 4 2 1 0 0 1 4 0 0 1 1 4 4 1 1 0 1 0 4
split_gain=1.7641e+13 1.1243e+14 2.84949e+14 4.01607e+14 4.75737e+14 2.52168e+14 2.19907e+14 1.77925e+14 2.11247e+14 1.6428e+14 2.84446e+14 1.87487e+14 1.48624e+14 1.46801e+14 3.89344e+14 5.21097e+14 3.84249e+14 2.90441e+14 2.07087e+14 3.14199e+14 2.53014e+14 2.49694e+14 2.20783e+14 2.06169e+14 3.26208e+14 2.92485e+14 2.75719e+14 6.72427e+14 7.16847e+14 3.03083e+14
threshold=64.015000000000015 60.549354600000008 60.636764050000004 56.791379400000004 56.850115550000005 56.805602900000004 2.5000000000000004 25.500000000000004 87.015000000000015 83.820000000000007 60.620042600000012 3.5000000000000004 6082.0000000000009 65.493200550000012 55.173955500000005 55.145978450000008 61.381045500000006 3.5000000000000004 57.14107305000001 57.174562350000009 65.64204770000002 82.825258850000026 16.500000000000004 16.500000000000004 82.948524700000021 82.956351500000011 54.998919050000005 82.886781200000016 55.046782850000007 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 5 3 -3 6 -2 -5 8 -6 -8 11 -11 -7 14 15 -4 17 -17 21 20 -20 22 -15 24 26 -26 -23 28 -28 -30
right_child=1 2 13 4 7 12 9 -9 -10 10 -12 -13 -14 18 -16 16 -18 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=113.80111278775246 -805.75156038350087 -36707.97805690526 -14923.045487429426 47948.688739765486 633.81252026053744 -30510.752956869997 -146.09040319440786 49665.866043624927 -43203.124298713279 -178851.63930921053 -8931.1776121710955 44280.853123049863 -7802.3291177191832 -13234.423526802464 -11866.060752296216 248823.26164772731 8785.8313094282912 51745.418168372387 29784.779269584276 -2166.9168867815711 -21795.943519446828 -635.77250644976641 25219.097427539062 -4926.6420852514848 -30101.722153176015 1906.8210636903514 -21276.580100835756 16607.000883437166 -86477.419120065795 207595.72184425237
leaf_weight=3135942 643744 1513 4896 3839 3958 4050 2913 520 1522 38 1462 4172 9995 18397 27020 77 4145 2593 8549 8715 1070 9198 1625 37830 2927 115686 258 16661 38 451
leaf_count=3135942 643744 1513 4896 3839 3958 4050 2913 520 1522 38 1462 4172 9995 18397 27020 77 4145 2593 8549 8715 1070 9198 1625 37830 2927 115686 258 16661 38 451
internal_value=0 -380.518 1297.44 12819.2 16886.4 -1094.96 28053.4 -6236.71 -11541.3 19156.7 29070.2 42266.8 -14350.5 414.402 -5265.33 9964.08 27843.4 57428.9 1407.97 11586.3 24047 489.035 -10113.5 1648.75 3361.66 1116.95 13368.8 20768.6 113588 184743
internal_weight=0 937862 280073 19937 18424 657789 12424 6000 5480 8585 5672 4210 14045 260136 38731 11711 6815 2670 221405 18334 9619 203071 20022 183049 145219 118613 26606 17408 747 489
internal_count=4073804 937862 280073 19937 18424 657789 12424 6000 5480 8585 5672 4210 14045 260136 38731 11711 6815 2670 221405 18334 9619 203071 20022 183049 145219 118613 26606 17408 747 489
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=6 4 4 3 0 0 1 1 6 0 1 1 0 1 0 4 6 0 4 1 1 0 0 3 0 1 1 1 1 4
split_gain=2.09322e+13 4.94591e+13 1.08187e+14 1.07894e+14 1.19204e+14 1.05879e+14 1.00571e+14 1.0886e+14 9.48949e+13 1.39706e+14 1.17641e+14 1.17352e+14 1.74583e+14 1.18324e+14 1.385e+14 1.07777e+14 1.24342e+14 1.24124e+14 1.83385e+14 1.92302e+14 1.37972e+14 1.13155e+14 3.05339e+14 1.78958e+14 2.21222e+14 3.37131e+14 1.71072e+14 1.66965e+14 1.89352e+14 1.77905e+14
threshold=100.05000000000001 14.500000000000002 11.500000000000002 8.5000000000000018 59.699368850000006 60.01610465000001 20.507515800000004 30.084656550000002 104.01000000000001 59.91832440000001 37.442254400000003 30.157841000000001 59.848366150000011 30.205407000000005 59.939085000000013 16.500000000000004 105.00500000000001 45.047736150000013 21.500000000000004 38.97264950000001 38.989878900000008 55.061158000000006 55.046782850000007 3.5000000000000004 55.030407050000001 82.895858600000011 82.93515810000001 60.590708550000009 60.620042600000012 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 -3 -8 9 10 -9 12 -10 14 -13 -15 17 18 20 -20 -17 22 23 -18 -25 -26 -27 -23 29 -29
right_child=1 5 -4 4 -6 -7 7 8 11 -11 -12 13 -14 15 -16 16 21 -19 19 -21 -22 27 -24 24 25 26 -28 28 -30 -31
leaf_value=39.068157959170691 -131.83028131303337 97595.643327809346 9483.7159557319756 -18586.936814844485 41160.912794336487 -28075.084388544226 -87784.320078638979 -40873.986992599959 -195479.46454613097 54824.413557610547 -9298.0119883606967 -119412.18696754094 109755.51897000719 -9623.1130490975756 56510.901346375518 -66533.748018568833 -43490.529255312969 20080.510599507918 365977.63858784526 61351.791562500002 149172.32633338342 785.12641330819497 -54611.446454227254 219.26238433026552 -161006.14522135418 146452.14707374718 33238.668001181963 152254.9541472549 16695.384483591155 36723.543141410097
leaf_weight=3956282 61289 99 10720 5166 357 1771 152 1465 21 294 6063 168 174 8873 61 69 840 1155 43 40 52 6984 1147 7109 60 263 271 218 2255 343
leaf_count=3956282 61289 99 10720 5166 357 1771 152 1465 21 294 6063 168 174 8873 61 69 840 1155 43 40 52 6984 1147 7109 60 263 271 218 2255 343
internal_value=0 -1315.2 158.129 -1338.16 -14724.9 -4171.66 -3064.02 -3325.44 -2987.32 -12801.8 -15442.9 -440.741 76884.1 -944.175 -72550.6 -392.467 3535.95 32781.6 104692 219170 26166.4 1496.7 -6165.99 338.396 5117.87 63744.5 88997.4 9073.38 29629.2 81618.1
internal_weight=0 117522 77532 66812 5523 39990 38219 38120 37968 7822 7528 30146 195 29951 229 29722 20849 1359 204 83 121 19490 9690 8543 7703 594 534 9800 2816 561
internal_count=4073804 117522 77532 66812 5523 39990 38219 38120 37968 7822 7528 30146 195 29951 229 29722 20849 1359 204 83 121 19490 9690 8543 7703 594 534 9800 2816 561
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=6 1 1 4 6 1 1 4 3 6 3 6 5 6 1 4 1 1 7 4 3 1 1 1 1 1 4 6 3 0
split_gain=1.84755e+13 6.41963e+13 1.20874e+14 1.69669e+14 7.09774e+13 1.18423e+14 2.63187e+14 1.68565e+14 1.5083e+14 2.11944e+14 2.19175e+14 1.3802e+14 1.20617e+14 1.2813e+14 2.90106e+14 1.82785e+14 1.21076e+14 1.73868e+14 1.33847e+14 3.31156e+14 1.15243e+14 1.15097e+14 1.39525e+14 1.08373e+14 2.31814e+14 2.08896e+14 1.82675e+14 1.78516e+14 1.27609e+14 1.27235e+14
threshold=112.00500000000001 37.957884500000006 38.948208550000011 24.500000000000004 130.05000000000004 39.004719500000007 39.069277450000008 4.5000000000000009 14.500000000000002 156.15000000000003 17.500000000000004 189.00000000000003 2.5000000000000004 142.05000000000004 60.620042600000012 5.5000000000000009 82.906746050000024 82.918694400000007 6.0000000000000009 8.5000000000000018 19.500000000000004 82.895858600000011 65.534455000000023 65.534455000000023 61.29689960000001 82.968544750000021 7.5000000000000009 114.05000000000001 2.5000000000000004 57.174562350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 7 11 -6 -9 -10 -11 -7 -8 14 -14 -16 18 -18 -17 -20 -12 22 -21 24 -4 26 -25 -28 -29 -30
right_child=1 2 4 -5 5 6 12 8 9 10 20 -13 13 -15 15 16 17 -19 19 21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=27.843821131802414 3710.4007552741314 -30869.914228268026 -7274.8986503905471 110664.50237926136 -83643.059335823957 -84347.167169921886 30169.668954116456 52074.502877868705 74010.776296047188 -151497.2424296875 232943.60052083337 16961.030648700846 32646.839033478012 -6601.600688471477 56229.73149169339 -41140.756618895502 90616.183380681832 -5712.0770589776885 345608.04149088543 14573.078479069183 -21939.802217371325 156225.88157051284 -158531.55902217745 49681.90199082801 -51805.024046875391 -23224.95195611821 -39200.757516503152 -21426.06032092066 26776.127950304679 -74276.687634465154
leaf_weight=4005334 16946 2258 15715 88 129 550 1379 1249 151 150 24 178 3224 12613 419 1737 209 1811 30 187 68 39 62 1117 1263 2137 774 835 2998 130
leaf_count=4005334 16946 2258 15715 88 129 550 1379 1249 151 150 24 178 3224 12613 419 1737 209 1811 30 187 68 39 62 1117 1263 2137 774 835 2998 130
internal_value=0 -1628.8 -3384.84 -25560.9 -2326.94 1531.27 -433.651 26426.2 35073.6 -18957.3 -76966.3 -59576.8 1549.59 -391.636 9756.89 -6664.39 -13131.3 4254.56 -30221 29425.3 44551.5 -3510.35 -28529.3 -6067.73 -10587.5 3535.19 13304 4725.93 13305.1 22576.4
internal_weight=0 68470 51524 2346 49178 24209 22438 1771 1642 393 242 728 21710 20331 7718 4494 4075 2020 2055 318 92 288 249 24969 16978 7991 5854 4737 3963 3128
internal_count=4073804 68470 51524 2346 49178 24209 22438 1771 1642 393 242 728 21710 20331 7718 4494 4075 2020 2055 318 92 288 249 24969 16978 7991 5854 4737 3963 3128
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 6 6 0 1 4 0 4 3 3 0 6 1 6 3 1 1 1 6 6 1 0 6 3 0 0
split_gain=1.74301e+13 2.2003e+14 2.13204e+14 1.39369e+14 1.28642e+14 1.16192e+14 1.00233e+14 9.90562e+13 2.32115e+14 1.33177e+14 2.05863e+14 1.24574e+14 9.86277e+13 1.49211e+14 1.36153e+14 1.60565e+14 1.46405e+14 1.21157e+14 1.87622e+14 1.10194e+14 1.38283e+14 1.61301e+14 1.2715e+14 1.22626e+14 9.80999e+13 1.51513e+14 1.3857e+14 2.33697e+14 2.10953e+14 2.08298e+14
threshold=47.295021550000008 48.179569850000007 40.377616600000003 39.689978950000004 7.5000000000000009 66.010000000000005 97.020000000000024 47.207933300000008 39.366401150000009 21.500000000000004 47.234875100000004 3.5000000000000004 14.500000000000002 3.5000000000000004 45.085557650000005 49.010000000000012 47.899251850000006 134.05000000000004 18.500000000000004 39.689978950000004 39.105193450000009 39.135518400000002 81.705000000000013 189.00000000000003 39.069277450000008 45.055912800000009 81.02500000000002 15.500000000000002 45.022979600000006 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 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 -4 -2 -5 12 11 -10 -11 -9 13 -1 -15 -16 19 24 -19 20 22 -22 -17 -24 25 26 -14 28 -28 -30
right_child=1 -3 4 6 -6 -7 -8 8 9 10 -12 -13 17 14 15 16 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=1492.997201221443 -14740.326557095248 -18.237619982308338 -10558.767135341863 -1144.5803781598306 -44744.732118934931 -60771.637549119223 -50976.867547711379 8114.1679689572184 5677.4227590087503 5985.0801652527207 -16083.431699671175 -27048.781611531485 10729.163733153051 -775.90076371022712 -1638.0895781390702 -10604.710680405435 39853.40167199594 -70563.154635342697 18935.61451314532 -28792.047716643476 53883.722666780537 -1830.5775670671683 -37846.619898045457 172674.38582589288 -3291.5640820774265 1666.9424735580819 6625.3664713541675 21077.363534131058 179089.91035851312 -2922.7292197145066
leaf_weight=243852 3507 3299643 2066 22526 2356 650 411 1377 90774 9391 7687 3755 12532 276182 37818 16849 540 528 421 3687 618 3265 2339 28 10257 17971 183 2229 281 81
leaf_count=243852 3507 3299643 2066 22526 2356 650 411 1377 90774 9391 7687 3755 12532 276182 37818 16849 540 528 421 3687 618 3265 2339 28 10257 17971 183 2229 281 81
internal_value=0 -97.666 -8413.61 -5090.8 -28772.7 -21937.9 -2037.51 438.084 3164.52 4153.24 -3948.21 -17614 -51.1372 -396.201 -1745.89 -5858.23 -11698.7 4488.21 -30859.3 -12738 -10175.5 7036.65 -13653.6 -35356.3 5258.75 7894.22 15205.8 35429.5 94128.4 138363
internal_weight=0 3.33116e+06 31516 27094 4422 4157 22937 742645 112984 107852 17078 5132 629661 585178 341326 65144 27326 44483 949 26786 23099 3883 19216 2367 43534 33277 15306 2774 545 362
internal_count=4073804 3331159 31516 27094 4422 4157 22937 742645 112984 107852 17078 5132 629661 585178 341326 65144 27326 44483 949 26786 23099 3883 19216 2367 43534 33277 15306 2774 545 362
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 7 4 6 0 6 0 4 7 6 6 5 6 7 1 6 3 4 1 1 0 0 2 1 0
split_gain=1.68139e+13 1.27318e+14 1.67377e+14 1.43062e+14 1.93937e+14 1.9458e+14 1.8591e+14 1.75529e+14 2.48775e+14 2.0801e+14 2.03542e+14 1.53134e+14 4.00265e+14 1.38136e+14 1.36212e+14 1.33947e+14 1.35858e+14 1.27218e+14 1.25003e+14 1.29881e+14 1.62028e+14 1.2034e+14 1.76103e+14 2.65145e+14 3.73921e+14 2.71308e+14 2.12044e+14 2.64724e+14 1.93845e+14 1.60133e+14
threshold=37.649344350000007 37.631035900000008 55.696737300000009 52.990000000000002 55.876067900000002 55.897267000000006 6.0000000000000009 18.500000000000004 58.045000000000009 55.710673100000008 56.010000000000012 55.834019500000004 22.500000000000004 6.0000000000000009 94.02500000000002 73.00500000000001 2.5000000000000004 63.855000000000011 6.0000000000000009 37.618684050000006 41.285000000000004 2.5000000000000004 6.5000000000000009 30.303340300000002 30.260128500000004 60.01610465000001 60.064438250000002 3338.0000000000005 30.362494150000003 60.05226170000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 13 14 9 10 17 -9 12 -10 -6 -5 16 -7 -8 19 -1 -21 -20 23 24 26 -26 -23 -28 -25 -24
right_child=-2 2 3 4 5 15 7 8 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 21 20 -22 22 29 28 25 -27 27 -29 -30 -31
leaf_value=1314.1215195638649 -105.3177335790276 -7888.5845369422241 5179.5165948722024 22702.155022612802 51365.637715012686 53839.121894925207 -15337.310747502128 69323.175338309156 25584.823712790654 171145.98706317204 364674.27341796877 154521.80596305942 -306574.55111019738 -34944.149306069383 -168864.02220394739 123713.75705536814 -52806.879370684961 101635.5732030092 -6456.8221303978198 9208.7258719710262 -26311.697709862143 24763.293188412248 -575.16599915174857 -34682.460353579576 261621.78649364409 -128488.76004464287 261528.04296875 -43559.515679505821 12276.112694710428 -14168.637399066869
leaf_weight=529688 3210903 4170 6241 1598 224 391 147 56 801 279 40 81 38 1077 38 165 172 253 40409 1972 3682 1898 254895 1109 118 21 84 43 4240 8971
leaf_count=529688 3210903 4170 6241 1598 224 391 147 56 801 279 40 81 38 1077 38 165 172 253 40409 1972 3682 1898 254895 1109 118 21 84 43 4240 8971
internal_value=0 391.893 9294.35 15470.8 27453.6 3081.39 42299.3 65509.1 39201.7 104873 192386 23217.3 10540.7 -20083.7 18252.6 44479.5 21258.1 58648 226.156 1153.2 -13922.9 -1365.58 -607.478 14489.2 44024.6 202684 33133.8 158231 2540.26 -1037.32
internal_weight=0 862901 15771 11601 5360 2029 3331 1695 1016 679 96 920 839 1301 1636 728 563 400 847130 535342 5654 311788 271379 7513 2164 139 2025 127 5349 263866
internal_count=4073804 862901 15771 11601 5360 2029 3331 1695 1016 679 96 920 839 1301 1636 728 563 400 847130 535342 5654 311788 271379 7513 2164 139 2025 127 5349 263866
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=4 4 6 6 6 5 3 3 1 0 1 5 0 0 6 0 3 0 0 0 6 6 3 6 6 6 5 0 6 1
split_gain=1.65363e+13 6.60655e+13 3.74722e+13 4.1646e+13 8.13739e+13 9.26555e+13 4.57401e+13 3.94111e+13 3.57359e+13 4.3356e+13 7.02408e+13 4.21003e+13 3.32404e+13 6.70624e+13 2.44002e+14 5.52189e+13 4.87898e+13 2.88401e+13 3.56412e+13 4.16645e+13 3.20422e+13 3.08872e+13 2.69029e+13 2.66086e+13 5.85945e+13 2.64434e+13 3.23595e+13 2.60725e+13 2.49752e+13 3.00579e+13
threshold=36.500000000000007 35.500000000000007 138.05000000000004 110.01500000000001 125.02000000000002 2.5000000000000004 27.500000000000004 21.500000000000004 39.652459050000012 55.768246800000007 37.488790500000007 2.5000000000000004 55.768246800000007 55.783232450000007 71.715000000000018 55.749683450000006 35.500000000000007 55.834019500000004 55.79439725000001 55.801384500000005 79.015000000000015 60.910000000000004 33.500000000000007 45.605000000000011 40.610000000000007 62.995000000000012 1.5000000000000002 55.753967500000009 42.875000000000007 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 10 -3 -11 15 14 -14 16 -2 18 -15 -20 21 -21 -4 24 -17 26 -25 -12 29 -19
right_child=2 8 22 4 5 7 -8 -9 -10 11 27 -13 13 17 -16 23 -18 28 19 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.26571351084288275 -9726.5796285394827 235576.01229687501 -73915.350550357311 263480.41685267858 -198118.7446875 153146.5046365489 68245.208297293531 -16343.264603558709 -45208.930660445607 3986.6792774075775 24483.320497176672 85870.643295094953 -5484.7974353227464 64889.557421875004 -407979.00234375003 47054.761147553072 148814.39623046876 -40527.48845108696 -154085.07770647321 -20274.05255615609 42610.90666852679 -75618.596256287463 41388.73541666667 48796.587084173392 244431.77604166666 77294.124444110581 -100948.2921875 108152.36163268008 -5464.6053639904012 96764.126333383421
leaf_weight=4070412 659 25 129 21 20 23 28 34 54 306 101 79 61 38 20 53 20 23 28 326 56 146 24 31 21 52 27 59 876 52
leaf_count=4070412 659 25 129 21 20 23 28 34 54 306 101 79 61 38 20 53 20 23 28 326 56 146 24 31 21 52 27 59 876 52
internal_value=0 5.2535 -7726.6 -4912.22 51176.8 -12930.9 151917 52047.3 32541.1 39906.9 79693 20788.8 -7751.6 -16170.7 -104866 8111.04 -5056.74 -11520.7 -28808.1 -35211.9 -28908 -37393.3 -55828.4 56703 103067 25512.6 -20912.2 55336.3 -722.81 54661.4
internal_weight=0 4.07104e+06 2768 2615 126 77 49 57 624 570 185 385 2489 1626 81 863 679 1545 594 556 528 472 153 184 74 110 58 160 951 75
internal_count=4073804 4071036 2768 2615 126 77 49 57 624 570 185 385 2489 1626 81 863 679 1545 594 556 528 472 153 184 74 110 58 160 951 75
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=6 7 0 5 1 6 1 6 2 5 0 3 2 4 4 0 5 4 1 0 1 5 1 1 0 1 1 0 6 1
split_gain=1.64022e+13 3.19165e+13 3.2813e+13 3.27196e+13 6.82106e+13 3.14673e+13 2.9909e+13 3.98667e+13 3.31336e+13 3.8173e+13 7.43548e+13 3.17538e+13 7.96683e+13 3.46507e+13 5.19614e+13 4.22177e+13 5.60734e+13 3.60841e+13 3.42481e+13 3.36515e+13 3.24327e+13 2.76562e+13 2.72216e+13 3.75419e+13 2.71524e+13 2.70691e+13 2.68186e+13 2.64386e+13 2.67067e+13 2.61416e+13
threshold=19.050000000000004 6.0000000000000009 59.882709350000006 2.5000000000000004 30.472130500000002 15.450000000000001 63.728898350000001 15.450000000000001 2882.5000000000005 1.5000000000000002 55.520061350000013 2.5000000000000004 75.000000000000014 5.5000000000000009 8.5000000000000018 55.111813300000001 1.5000000000000002 4.5000000000000009 30.370944000000005 43.687280500000007 38.989878900000008 2.5000000000000004 39.135518400000002 39.908802000000009 45.053967500000006 30.323041000000003 113.48479755000001 53.506098950000009 15.450000000000001 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -3 7 11 9 24 -11 12 -1 17 15 -15 -17 19 -14 -13 -16 -19 -22 29 -9 -5 -6 -8 -29 -24
right_child=-2 5 3 4 26 -7 27 8 -10 10 -12 13 18 14 20 16 -18 21 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-70941.522486514135 14.29341039293206 28864.501033899171 5888.0495332723094 95024.353756009616 -43165.513782848015 -641.73697656249999 8591.9303634576736 -32620.113018859262 -1192.9040011297229 33553.314568865746 -184700.37574033998 126424.95924287684 -109656.47036830358 39941.460839120373 34767.503233105846 21663.275071022726 229053.89329051971 192.92810066462908 1590.6768681623121 20389.311281152346 -29009.38544387438 -36826.212314311299 34039.247174222597 -1261.1598786789893 -8084.7566978039386 249768.37757812502 67244.028861860788 -20691.196341197203 -6870.2100115056819 138776.31524884258
leaf_weight=168 4053237 604 367 26 44 900 685 606 3465 27 37 34 28 135 514 22 32 1241 2371 250 201 241 203 593 1764 20 44 2265 3653 27
leaf_count=168 4053237 604 367 26 44 900 685 606 3465 27 37 34 28 135 514 22 32 1241 2371 250 201 241 203 593 1764 20 44 2265 3653 27
internal_value=0 -2816.87 -3923.37 21330.1 63622.8 11207.8 -4604.97 -1622.26 -7474.26 -16416.3 -92624.6 4074.27 -4369.72 10279.8 20351.5 69832.9 144561 430.398 292.252 33083.7 14270.9 -5827.05 3982.59 12040.2 -14358.4 162304 12039.3 -10007.1 -12159.9 46334.5
internal_weight=0 20567 19063 501 134 1504 18562 11959 5899 2434 64 6060 2567 3493 1727 189 54 1766 2399 284 1538 1482 1024 823 2370 46 88 6603 5918 230
internal_count=4073804 20567 19063 501 134 1504 18562 11959 5899 2434 64 6060 2567 3493 1727 189 54 1766 2399 284 1538 1482 1024 823 2370 46 88 6603 5918 230
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=1 1 0 1 6 6 6 0 5 7 1 0 0 0 0 6 5 0 6 6 4 6 5 6 6 5 4 4 5 2
split_gain=1.6388e+13 6.22203e+13 8.62651e+13 1.05065e+14 2.47756e+14 1.12021e+14 8.02944e+13 7.69906e+13 7.17802e+13 6.02535e+13 5.59448e+13 1.2423e+14 1.39516e+14 2.20516e+14 1.42222e+14 9.31331e+13 8.63579e+13 8.26422e+13 8.13318e+13 7.51432e+13 6.98019e+13 6.12669e+13 5.9739e+13 5.6413e+13 5.46899e+13 5.42749e+13 5.33158e+13 4.96955e+13 6.75192e+13 4.93732e+13
threshold=83.658467900000019 83.971434050000013 53.379556850000007 83.754481100000007 156.15000000000003 80.030000000000015 62.625000000000007 53.356310450000002 2.5000000000000004 6.0000000000000009 91.292296250000007 56.342669500000007 55.390026600000006 55.193450100000007 52.07762420000001 102.04000000000001 1.5000000000000002 56.520242650000007 53.995000000000012 85.020000000000024 13.500000000000002 87.395000000000024 2.5000000000000004 168.45000000000002 82.905000000000015 1.5000000000000002 5.5000000000000009 10.500000000000002 2.5000000000000004 2851.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 -5 -6 -4 -7 11 12 13 14 -3 -14 -16 18 -13 -12 -20 -21 23 25 29 -23 -15 28 -2 -18
right_child=1 10 8 6 7 9 -8 -9 -10 -11 19 17 15 26 16 -17 24 -19 20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-48.111727134931151 11521.015189834428 22755.915884926078 -909.82545924647411 9017.0361213170163 -32171.021588134769 -10823.515279520629 28433.569341547554 -258835.35791223403 -28111.066875321441 -54284.960417778202 412.17241575306366 9366.3991249481951 -14479.615806824022 15730.644545416188 1489.0934882018619 -107888.51247829861 -39368.392438199749 466.87559485143987 71269.621094689006 32754.466739845459 -694.68299995510063 -179441.52072916669 9222.5318036638528 35502.020033482142 -49820.62083016002 -37764.142081111713 2250.2249357655955 -3648.8922279278231 -2481.4951416963668 -13118.888520245857
leaf_weight=3852148 12577 1269 4047 7237 22 1437 3018 47 1276 410 134234 787 9150 5839 3457 108 777 1783 598 1059 174 30 6642 98 477 274 5897 4979 4742 9211
leaf_count=3852148 12577 1269 4047 7237 22 1437 3018 47 1276 410 134234 787 9150 5839 3457 108 777 1783 598 1059 174 30 6642 98 477 274 5897 4979 4742 9211
internal_value=0 836.131 4417.94 6247.65 2654.72 3195.46 14731.2 -186566 -7430.36 -20471.2 52.4292 -3275.84 -4979.59 -1338.65 -9292.79 -15569.3 -12214 15171.2 31988.3 976.69 55049.7 10328.5 6956.93 -30476.2 -16740.7 -51745.5 8957.12 5155.83 7687.08 -15160.9
internal_weight=0 221656 39792 34469 24214 24145 10255 69 5323 1847 181864 39527 36185 26927 15191 9258 13922 3342 1559 142337 772 8103 7044 402 10465 304 11736 22298 17319 9988
internal_count=4073804 221656 39792 34469 24214 24145 10255 69 5323 1847 181864 39527 36185 26927 15191 9258 13922 3342 1559 142337 772 8103 7044 402 10465 304 11736 22298 17319 9988
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=2 1 2 1 6 1 2 1 0 4 1 6 0 4 4 0 1 4 1 0 2 0 0 4 1 0 0 4 1 0
split_gain=1.68832e+13 1.98816e+14 1.54962e+14 2.18689e+14 4.68578e+14 1.18914e+14 1.25794e+14 1.31916e+14 1.28853e+14 1.4668e+14 1.09604e+14 1.93163e+14 1.14446e+14 1.04583e+14 9.83483e+13 9.17493e+13 8.9016e+13 2.21653e+14 8.52034e+13 1.17232e+14 8.2748e+13 2.70201e+14 1.70377e+14 1.52934e+14 1.2835e+14 1.58963e+14 2.02874e+14 2.17787e+14 1.5595e+14 1.4349e+14
threshold=5261.5000000000009 28.601854300000003 3338.0000000000005 45.71452080000001 52.990000000000002 47.17130860000001 5160.5000000000009 94.478249850000012 50.556058150000005 10.500000000000002 30.452677500000004 93.050000000000011 50.596941950000009 8.5000000000000018 25.500000000000004 60.05226170000001 30.084656550000002 7.5000000000000009 30.157841000000001 59.699368850000006 4829.0000000000009 56.385857200000011 56.685611200000004 10.500000000000002 65.593879100000024 57.174562350000009 57.15297970000001 21.500000000000004 92.791023150000015 57.125462300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 20 9 -9 11 16 14 -4 -12 -15 17 -6 -18 -20 24 -22 23 -23 25 26 27 -7 29 -26
right_child=-2 2 3 5 10 6 -8 8 -10 -11 12 -13 -14 15 -16 -17 18 -19 19 -21 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-63550.281616908382 -291.20764893428236 -124.84905592755314 -4790.9603466885401 -20375.523834606167 -4546.7130648661296 3537.7115666455884 47186.466413503753 -13743.906983132716 -38923.564969588268 62605.820073728159 31682.283057425899 -49784.090629245926 11119.260563814802 8224.4032644382551 223559.72592592594 -5708.3520835027803 74581.349494280134 68204.316656546667 -28960.443762932544 40339.676448933904 -40819.093813554537 1371.4093453047765 -55956.216649012407 -44151.933307644707 -10342.13850535084 -2051.1009557230645 17708.608471853433 48352.462745651232 2840.4606293335746 1133.3944699312958
leaf_weight=490 1337334 2406287 19547 2623 1500 81646 589 1318 1632 311 2511 299 19067 19763 27 6212 644 581 265 3096 1863 23396 558 762 24896 33689 12697 1099 49725 19377
leaf_count=490 1337334 2406287 19547 2623 1500 81646 589 1318 1632 311 2511 299 19067 19763 27 6212 644 581 265 3096 1863 23396 558 762 24896 33689 12697 1099 49725 19377
internal_value=0 142.315 153.722 2186.9 6994.77 807.259 1026.39 918.914 -19063.9 832.376 17176.5 28687.3 13774.6 734.364 33723.5 4892.34 32542.6 15764.8 41260.3 34875.7 1179.87 -4094.5 -1326.34 -64.5037 1808.16 3854.43 5938.95 4132.93 -1002.94 -5319.63
internal_weight=0 2.73647e+06 2.73598e+06 329693 73512 256181 253558 252969 3261 1629 27990 6385 21605 45522 2538 25975 6086 2081 4005 3361 249708 26579 24716 24158 223129 129131 95442 82745 93998 44273
internal_count=4073804 2736470 2735980 329693 73512 256181 253558 252969 3261 1629 27990 6385 21605 45522 2538 25975 6086 2081 4005 3361 249708 26579 24716 24158 223129 129131 95442 82745 93998 44273
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=0 1 3 5 2 6 4 0 6 6 1 6 6 0 1 6 5 4 3 1 0 0 2 2 1 6 4 1 4 0
split_gain=1.66308e+13 7.75682e+13 6.37675e+13 6.39553e+13 4.78303e+13 5.22033e+13 4.65537e+13 6.19945e+13 4.52848e+13 1.02594e+14 6.8096e+13 5.66528e+13 8.55328e+13 3.96708e+13 1.64153e+14 1.63196e+14 1.95096e+14 2.36848e+14 1.96208e+14 1.82565e+14 2.68715e+14 1.94564e+14 1.86366e+14 1.44902e+14 3.01451e+14 3.36984e+14 3.26504e+14 3.84713e+14 4.52877e+14 3.57433e+14
threshold=60.753246850000004 30.509101000000005 1.5000000000000002 2.5000000000000004 4311.5000000000009 98.020000000000024 5.5000000000000009 61.78914120000001 72.50500000000001 73.00500000000001 65.64204770000002 78.605000000000004 79.015000000000015 59.963561900000009 30.226173900000003 45.005000000000003 1.5000000000000002 7.5000000000000009 11.500000000000002 30.084656550000002 60.002985000000002 60.064438250000002 3338.0000000000005 3338.0000000000005 30.410676000000006 68.515000000000015 9.5000000000000018 30.277905650000005 10.500000000000002 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 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 4 8 5 -3 7 -5 -4 10 -10 -11 -13 -1 15 -15 17 19 -18 21 -21 -17 -23 24 26 -26 -16 -28 29 -29
right_child=1 2 3 6 -6 -7 -8 -9 9 11 -12 12 -14 14 23 16 18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=37.99523888816227 -35432.843718792079 14520.69284914251 1693.2124624455887 14827.462040126571 -7268.4205205293447 161641.490234375 15227.138578374082 -3922.5618891715126 -195092.28347800928 32611.374687279167 4529.2709999999997 -148677.00883522729 -13056.08503904628 -3188.4711633739817 -13591.93999369325 -8315.0653166470474 2213.4979838838844 23760.147655851451 33901.383534709661 447588.11805555562 115925.08892886514 239302.3047840831 -15359.565676153274 5447.0001104088942 -11621.773039665244 -58799.409612492484 -8044.0640887880554 85123.02411235281 4613.1379495089677 6130.6144330680545
leaf_weight=3866640 557 684 31716 2974 9003 25 6754 4332 54 199 25 55 301 10371 18947 146 8797 1072 2512 36 76 91 42 17426 18010 1653 27682 1289 41304 1031
leaf_count=3866640 557 684 31716 2974 9003 25 6754 4332 54 199 25 55 301 10371 18947 146 8797 1072 2512 36 76 91 42 17426 18010 1653 27682 1289 41304 1031
internal_value=0 1700.99 2069.54 3611.53 -5299.05 19708.3 9242.42 3709.87 1164.23 -25298.4 -131921 -10121.5 -34008.8 -23.9999 -1616.94 6130.43 13697.5 48060 9252.14 114683 222531 71388.6 158883 -3024.93 -4368.07 -15587.8 -1923.67 1176.75 7027.9 50019.1
internal_weight=0 56679 56122 46410 9712 709 14060 7306 32350 634 79 555 356 4.01712e+06 150485 23143 12772 1463 11309 391 112 279 133 127342 109916 19663 90253 71306 43624 2320
internal_count=4073804 56679 56122 46410 9712 709 14060 7306 32350 634 79 555 356 4017125 150485 23143 12772 1463 11309 391 112 279 133 127342 109916 19663 90253 71306 43624 2320
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=6 2 7 5 1 4 0 0 5 3 0 3 2 0 0 0 5 3 0 0 1 1 5 0 0 3 5 3 1 2
split_gain=1.62839e+13 2.51798e+13 3.13482e+13 3.30738e+13 6.16123e+13 4.7725e+13 3.18385e+13 2.88487e+13 3.77735e+13 4.25176e+13 3.58028e+13 3.13184e+13 2.92699e+13 7.83414e+13 8.5682e+13 1.06591e+14 1.00839e+14 7.65964e+13 5.83769e+13 8.42544e+13 7.79084e+13 5.43662e+13 5.09992e+13 4.29072e+13 1.17099e+14 5.30184e+13 3.43518e+13 3.10809e+13 2.94663e+13 3.00275e+13
threshold=247.90000000000001 13505.500000000002 6.0000000000000009 3.5000000000000004 47.386825600000002 12.500000000000002 55.749683450000006 43.472751400000007 2.5000000000000004 2.5000000000000004 43.550475500000012 4.5000000000000009 5972.5000000000009 55.014210500000011 55.046782850000007 55.061158000000006 2.5000000000000004 5.5000000000000009 54.916864950000011 54.762682300000009 82.963919600000011 60.636764050000004 4.5000000000000009 60.028671700000011 59.856552950000008 6.5000000000000009 2.5000000000000004 1.5000000000000002 94.478249850000012 5873.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 -2 -10 -9 -11 23 17 -15 -16 -17 18 19 22 -20 -18 26 24 28 -26 -14 -28 29 -12
right_child=1 -3 3 4 -6 6 -8 10 9 11 12 -13 13 14 15 16 21 -19 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.5994959060326233 20052.315930369543 69231.12297363281 25669.156864050663 -214433.73958333337 -9774.2060032894733 -115139.63577903892 -6037.4345847800932 135824.87690217391 -198090.07340353262 38094.321643518517 17351.461195155553 -127007.56296875 9903.373613966558 -232071.96347656252 187023.75312500002 5680.3026978600546 -52032.081129807695 182209.99785907453 15959.85289351852 -203483.39620535716 217845.05554687502 -213343.73147569445 126684.55852272728 106531.54292452832 -164676.17352941178 27430.43212890625 -30990.277062988283 -199782.6201171875 124213.90460069446 140647.36814453124
leaf_weight=4070611 63 64 165 24 38 53 54 23 23 27 1596 20 57 24 20 115 39 26 432 28 20 45 22 53 51 20 24 20 27 20
leaf_count=4070611 63 64 165 24 38 53 54 23 23 27 1596 20 57 24 20 115 39 26 432 28 20 45 22 53 51 20 24 20 27 20
internal_value=0 7138.54 5868.51 -23086.3 -88997.3 -8062.54 -60078.7 9328.59 -36123.2 -86681.1 11599.5 -32161.8 10516.8 -4474.91 -52698.5 -33041.1 -55158.2 14155.2 6909.05 -46923.2 24892.8 -138449 -11283.5 17915.1 15174.9 -110562 -41335.9 -107714 20608.4 18877.4
internal_weight=0 3193 3129 334 62 272 107 2795 133 70 2662 47 2639 872 243 219 199 629 603 151 452 84 123 1767 1714 71 101 44 1643 1616
internal_count=4073804 3193 3129 334 62 272 107 2795 133 70 2662 47 2639 872 243 219 199 629 603 151 452 84 123 1767 1714 71 101 44 1643 1616
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=6 5 0 0 3 0 4 6 1 0 1 0 0 4 3 1 1 4 1 6 4 6 7 1 0 0 1 4 5 3
split_gain=1.6812e+13 6.24999e+13 6.34615e+13 1.68383e+14 1.04188e+14 9.13356e+13 1.67812e+14 8.13474e+13 6.93098e+13 1.08099e+14 1.02216e+14 1.39571e+14 9.68569e+13 9.20815e+13 9.54126e+13 8.73053e+13 7.76728e+13 7.26513e+13 1.48056e+14 1.04662e+14 7.4183e+13 1.07583e+14 1.35993e+14 1.50986e+14 1.06883e+14 1.81146e+14 1.22787e+14 9.29868e+13 7.43127e+13 7.25294e+13
threshold=112.00500000000001 3.5000000000000004 60.002985000000002 60.01610465000001 6.5000000000000009 59.990753350000013 15.500000000000002 122.65000000000002 30.277905650000005 59.856552950000008 37.873748150000004 58.08467765000001 59.882709350000006 10.500000000000002 10.500000000000002 30.157841000000001 49.692247900000005 24.500000000000004 37.290808600000013 122.65000000000002 12.500000000000002 149.05000000000004 6.0000000000000009 37.702956500000006 55.743464250000009 55.696737300000009 37.649344350000007 17.500000000000004 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 5 4 7 8 -7 -4 9 13 17 -12 15 -3 29 -11 -13 20 -19 -20 21 28 23 -23 25 27 -27 -22 -10 -15
right_child=1 2 3 -5 -6 6 -8 -9 10 12 11 16 -14 14 -16 -17 -18 18 19 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=26.560742313270225 -4477.0517186240177 -14842.771913706718 326987.05685483874 10579.195335763663 15992.783109374999 58709.244421073716 -214587.93817069579 123051.63507517689 -3777.1803031589679 60101.18895596591 -203.11985007932719 -24485.452659970237 -29465.534431841901 75972.615405771692 -35029.085342548082 -155548.85688171387 -209809.75387436227 -158358.6987879923 -68396.762769481807 93373.563690260911 41209.909481020324 27996.906565433994 -187362.32106481481 153926.93638392858 55312.637840275682 -319133.70025111613 -3436.9436789772731 -52568.489536830355 189729.49796875002 266793.72975
leaf_weight=4005334 35363 796 31 955 50 39 53 53 2576 22 24725 42 393 98 65 128 49 73 79 81 432 1021 27 105 979 28 22 140 20 25
leaf_count=4005334 35363 796 31 955 50 39 53 53 2576 22 24725 42 393 98 65 128 49 73 79 81 432 1021 27 105 979 28 22 140 20 25
internal_value=0 -1553.74 1568.77 25308.6 130283 761.329 -98733.7 198314 1048.04 -19741 2092.32 -658.092 -55558 23.8034 62969.5 -123920 -124275 14317.7 -40344.5 13499.5 16698.3 9003.19 34421.8 39739.9 34717.6 2301.83 -180227 18257.2 -2286.37 114757
internal_weight=0 68470 33107 1089 134 32018 92 84 31926 1527 30399 24816 543 984 188 150 91 5583 233 160 5350 3749 1153 1126 1601 622 50 572 2596 123
internal_count=4073804 68470 33107 1089 134 32018 92 84 31926 1527 30399 24816 543 984 188 150 91 5583 233 160 5350 3749 1153 1126 1601 622 50 572 2596 123
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 1 1 6 1 0 1 4 4 0 4 4 1 4 1 7 0 0 4 4 6 4 7 6 6
split_gain=1.63037e+13 1.56194e+14 2.1161e+14 1.95198e+14 2.01044e+14 1.01135e+14 2.30414e+14 2.89885e+14 2.86664e+14 2.79461e+14 2.78194e+14 2.77799e+14 2.62537e+14 2.49991e+14 2.33886e+14 2.33641e+14 2.77525e+14 2.31252e+14 2.83414e+14 2.30599e+14 2.50878e+14 2.07367e+14 1.92783e+14 2.05146e+14 1.83025e+14 1.80571e+14 1.78572e+14 4.43526e+14 1.93986e+14 1.48182e+14
threshold=47.245981600000007 47.222459950000008 39.625203600000013 39.763755750000009 53.705000000000005 39.718675700000013 39.908802000000009 40.377616600000003 64.015000000000015 41.966773150000002 43.6005307 39.763755750000009 8.5000000000000018 15.500000000000002 44.878071950000013 12.500000000000002 19.500000000000004 39.723160900000003 6.5000000000000009 39.735861600000007 6.0000000000000009 44.739668300000005 45.109778000000006 8.5000000000000018 4.5000000000000009 100.05000000000001 11.500000000000002 6.0000000000000009 38.205000000000005 79.710000000000022
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 5 -3 4 -4 -1 10 8 15 14 11 17 25 -10 -9 26 -17 -7 19 20 24 -12 23 -16 29 -13 -8 -28 -29 -19
right_child=-2 2 3 -5 -6 6 7 9 13 -11 21 12 -14 -15 22 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=799.69433083840306 -90.79099401954042 -5447.7234714612678 6911.0571208961883 -858.22038508220783 25643.022815301782 -7099.4045977274136 7514.573101164865 -32994.521287836025 33022.623692010267 1388.9350924445814 -29158.812945659618 -4419.6557680995147 -42001.96867953919 129623.82160862081 10635.614705821683 -86301.555381206694 99216.193677512885 57074.556846792148 37660.77510916828 -16490.054233168274 267356.25829861115 -9234.8854000569318 -26008.746247620773 -9743.2244001331146 -619.25418842197212 102092.46420549665 -15045.090173142957 303962.10384432168 99956.006644241905 229900.71849407325
leaf_weight=474393 3378038 11868 12847 11104 10342 5647 8274 3793 2312 89636 7535 3027 2517 303 7598 478 97 343 4110 2674 45 17031 4204 14119 805 168 248 82 108 58
leaf_count=474393 3378038 11868 12847 11104 10342 5647 8274 3793 2312 89636 7535 3027 2517 303 7598 478 97 343 4110 2674 45 17031 4204 14119 805 168 248 82 108 58
internal_value=0 440.803 6061.46 10044.5 15265.3 41.3977 -2011.72 86.9709 14969 -1397.11 -8277.81 675.398 -17847.6 44215.8 -9801.58 6733.75 -55005.5 8408.45 19307.4 88.9023 35526.3 -15346 -6407.78 -2613.4 26875.9 1180.98 10808.6 73034.2 188001 82071.9
internal_weight=0 695766 46161 34293 23189 649605 175212 131252 11902 119350 43960 19394 5712 2615 29714 9287 575 13682 8035 3925 1251 24566 25921 21717 1206 3195 8712 438 190 401
internal_count=4073804 695766 46161 34293 23189 649605 175212 131252 11902 119350 43960 19394 5712 2615 29714 9287 575 13682 8035 3925 1251 24566 25921 21717 1206 3195 8712 438 190 401
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 1 6 6 6 6 1 4 3 5 4 4 5 6 4 4 6 4 6 3 4 5 6 6 6
split_gain=1.73546e+13 6.39085e+13 1.20656e+14 8.08303e+13 5.46407e+13 4.86309e+13 9.84271e+13 4.75732e+13 4.63561e+13 4.08112e+13 1.03658e+14 5.41857e+13 4.71092e+13 5.65462e+13 3.63923e+13 3.43399e+13 5.55022e+13 3.425e+13 6.25751e+13 3.60268e+13 3.37826e+13 4.55481e+13 3.96681e+13 3.21511e+13 3.19613e+13 3.0886e+13 3.06929e+13 2.96521e+13 3.20144e+13 2.77429e+13
threshold=42.965693300000005 43.051287600000009 47.504912950000005 89.00500000000001 10.500000000000002 47.504912950000005 47.17130860000001 68.00500000000001 87.395000000000024 118.04500000000002 116.05000000000001 44.628646350000004 14.500000000000002 4.5000000000000009 2.5000000000000004 7.5000000000000009 9.5000000000000018 3.5000000000000004 189.00000000000003 19.500000000000004 11.500000000000002 149.05000000000004 13.500000000000002 91.02500000000002 9.5000000000000018 14.500000000000002 1.5000000000000002 247.90000000000001 116.05000000000001 91.02500000000002
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=5 2 9 8 29 6 -1 26 -4 10 -2 -11 13 14 -13 -16 -17 19 -19 27 21 24 23 -22 -8 -6 -7 28 -9 -5
right_child=1 -3 3 4 25 7 20 17 -10 11 -12 12 -14 -15 15 16 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-25524.948482384454 1989.3301638388771 -11.591490545657175 18609.333861531002 136924.28301827569 -57336.006209590523 -6765.4499295195583 20492.460232826299 -12498.815724900391 -84275.245746527784 -138917.84128906249 -108830.61315257354 -60236.528459821435 134953.23413461537 -3543.0705163871953 34972.205745723331 174343.35050571989 42770.557887369796 15393.708166674398 -102548.78041992188 -134395.83331250001 55205.042218987299 150670.87812500002 -32722.033685661765 151687.78875612744 -61353.149250000009 51106.432706705731 5893.3641078330556 63363.938145727036 -40918.267722825054 62594.401430784637
leaf_weight=503 12052 4042776 1633 56 58 3622 1043 4935 45 20 85 28 39 410 232 56 75 716 48 25 107 26 34 51 50 48 4065 49 431 486
leaf_count=503 12052 4042776 1633 56 58 3622 1043 4935 45 20 85 28 39 410 232 56 75 716 48 25 107 26 34 51 50 48 4065 49 431 486
internal_value=0 12.84 6458.78 27434.6 57432.5 -3317.8 12080.9 -5328.69 15850.2 2704.85 1213.22 23755.9 27629.1 22403.6 49611.1 58084.2 99015.4 -11842.8 7983.71 -14627.3 26509.5 19860.1 65262.9 86348.2 16748.4 -8230 -71.2807 -14074.3 -14781.5 70274.2
internal_weight=0 4.0581e+06 15323 2326 648 15705 1814 13891 1678 12997 12137 860 840 801 391 363 131 6204 764 5440 1311 1119 192 158 1093 106 7687 5415 5366 542
internal_count=4073804 4058099 15323 2326 648 15705 1814 13891 1678 12997 12137 860 840 801 391 363 131 6204 764 5440 1311 1119 192 158 1093 106 7687 5415 5366 542
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 7 6 4 1 6 3 1 0 4 1 4 1 0 0 0 2 0 4 1 1 4 1 4 2 2
split_gain=1.67549e+13 6.08119e+13 1.56173e+14 1.56783e+14 1.54979e+14 1.10031e+14 1.59533e+14 1.02315e+14 2.22936e+14 2.42569e+14 2.2642e+14 9.50582e+13 1.65752e+14 1.53785e+14 1.31595e+14 1.31123e+14 1.29337e+14 1.11508e+14 2.23419e+14 1.15299e+14 1.11034e+14 1.01594e+14 1.00054e+14 9.84549e+13 1.81432e+14 1.18105e+14 1.35939e+14 1.37122e+14 1.42987e+14 2.2216e+14
threshold=88.825000000000003 84.00500000000001 54.942865800000007 54.947152850000002 38.927872750000006 6.0000000000000009 86.920000000000016 8.5000000000000018 33.882313700000005 85.020000000000024 3.5000000000000004 30.315889700000003 60.042359000000012 5.5000000000000009 30.362494150000003 8.5000000000000018 30.389265100000003 59.838047850000002 59.856552950000008 59.91832440000001 3338.0000000000005 59.939085000000013 8.5000000000000018 82.991167100000027 82.975438000000011 13.500000000000002 30.425503950000003 21.500000000000004 75.000000000000014 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 -3 12 13 -5 15 21 22 20 -19 -20 -15 -13 -16 24 25 -18 -27 -28 -29 -30
right_child=-2 2 3 11 -6 -7 -8 -9 -10 -11 -12 14 -14 17 16 -17 23 18 19 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-19.448846338745124 -841.02317231169093 126190.50988354953 -96920.903339501107 -56362.805576496205 14002.611698522111 -4021.6424724981298 -18811.505009959768 -18410.503779972176 -10436.917273458377 40088.18687732055 501908.5342391305 14008.93863790761 -86882.373023409906 -128364.42274305556 23124.369684989961 47658.789144405244 11289.049992457978 93563.354243145906 -40567.943945332845 9700.3414372001116 15247.449881565824 -86332.716959874786 -49314.678126544626 -1336.1930478630129 68818.365178511813 80578.848575063865 -6728.9544959249415 30634.481885387064 -25987.636372991852 18996.039071869047
leaf_weight=3739341 223862 53 285 542 17711 8313 3169 2791 959 303 23 391 283 126 249 1240 18119 269 600 1905 94 136 814 31673 457 208 13001 2367 1879 2641
leaf_count=3739341 223862 53 285 542 17711 8313 3169 2791 959 303 23 391 283 126 249 1240 18119 269 600 1905 94 136 814 31673 457 208 13001 2367 1879 2641
internal_value=0 48.9028 2359.82 495.857 9935.27 -10254.8 -25256.5 -7511.26 15224 80154.9 239895 2138.88 -13241.7 -7347.96 2941.59 29899.9 2274.5 1525.14 6959.96 -2339.97 -67003 -11885.7 -32346.4 2797.67 6183.37 5434.34 155.596 -685.516 10723 295.967
internal_weight=0 3.84994e+06 110601 88761 21840 11767 3454 4129 1338 379 76 76994 3819 3536 73175 1767 71408 2994 2774 2505 220 527 1063 70345 38672 38215 20096 19888 6887 4520
internal_count=4073804 3849942 110601 88761 21840 11767 3454 4129 1338 379 76 76994 3819 3536 73175 1767 71408 2994 2774 2505 220 527 1063 70345 38672 38215 20096 19888 6887 4520
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=6 5 7 0 4 1 1 4 4 4 1 6 6 2 4 2 0 0 4 6 0 6 0 0 4 1 0 0 4 1
split_gain=1.70083e+13 1.04542e+14 4.21884e+14 2.67829e+14 4.3154e+14 1.57464e+14 1.86301e+14 1.57599e+14 2.12932e+14 1.39627e+14 2.50095e+14 1.55028e+14 1.46718e+14 2.04964e+14 1.85799e+14 1.40023e+14 1.39591e+14 1.19184e+14 1.73468e+14 1.05584e+14 1.04219e+14 1.01761e+14 1.00585e+14 1.12543e+14 1.00212e+14 1.13132e+14 9.61176e+13 3.06664e+14 2.67821e+14 2.01229e+14
threshold=64.015000000000015 1.5000000000000002 6.0000000000000009 59.990753350000013 19.500000000000004 30.260128500000004 30.370944000000005 17.500000000000004 18.500000000000004 9.5000000000000018 33.882313700000005 247.90000000000001 94.02500000000002 2851.5000000000005 2.5000000000000004 3930.5000000000005 45.040161900000008 59.939085000000013 8.5000000000000018 93.050000000000011 56.067362750000008 90.045000000000016 59.933037250000005 57.670849000000011 19.500000000000004 41.912736000000002 53.715816400000008 53.356310450000002 12.500000000000002 38.927872750000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 21 -9 10 -8 12 -12 -14 -15 -16 24 22 -19 -18 -21 -7 23 -4 25 -11 27 29 -29 -3
right_child=1 26 3 4 -6 6 9 8 -10 16 11 -13 13 14 15 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=111.74191527611286 27660.602673003872 -7551.0668392656635 23789.869148681901 -100798.51625434028 327376.80932329968 -53018.834252929693 141734.35059374999 -203571.07811504777 -61312.529301084323 102692.59213391473 -41523.50933273082 18407.460164579505 -12358.169380326704 73304.315066964293 -259549.22855839418 -84015.216814108469 -25687.505810573042 -278235.57059659093 -3661.4386358963816 -38374.402340599794 62725.164677439447 38225.8564453125 160394.45053125001 -48345.912858209689 -31917.543379094051 -26115.058870621568 370.56813117444392 -13682.281252272431 -66073.934177732212 -1.4628018732033441
leaf_weight=3135942 545 42455 2370 36 68 624 75 157 319 272 1568 340 132 28 137 68 1866 33 76 155 298 152 50 238 130 91 667651 7146 1130 209652
leaf_count=3135942 545 42455 2370 36 68 624 75 157 319 272 1568 340 132 28 137 68 1866 33 76 155 298 152 50 238 130 91 667651 7146 1130 209652
internal_value=0 -373.633 -10633.1 21619 179162 -23942.8 -28329 -62933.5 -108234 -19932.6 -37934.5 -43862.9 -54815.8 -111918 -168321 -201323 -4901.2 15697.6 -86789.4 -15174.1 28132.6 -35146.2 19900.4 17206.9 43421.2 70402 -264.984 -1894.61 -20835.8 -1272.82
internal_weight=0 937862 9828 2871 104 6957 6412 1252 476 5160 2348 2273 1933 365 233 205 2812 2767 109 2319 453 776 2658 2608 493 363 928034 260383 8276 252107
internal_count=4073804 937862 9828 2871 104 6957 6412 1252 476 5160 2348 2273 1933 365 233 205 2812 2767 109 2319 453 776 2658 2608 493 363 928034 260383 8276 252107
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 4 0 0 1 1 0 6 6 1 6 0 1 1 0 4 1 1 1 1 0 0 0 5 3 6
split_gain=1.69917e+13 9.726e+13 1.42687e+14 1.95941e+14 4.34152e+14 1.44216e+14 1.75817e+14 1.3294e+14 1.20051e+14 5.18209e+14 1.90885e+14 1.37223e+14 1.23461e+14 1.42575e+14 1.35541e+14 1.52294e+14 1.30442e+14 1.43761e+14 1.24707e+14 1.16903e+14 4.09706e+14 1.85675e+14 1.68231e+14 2.60491e+14 2.14091e+14 1.26473e+14 1.23169e+14 1.15577e+14 1.14488e+14 1.12168e+14
threshold=18.500000000000004 38.965413050000002 38.247071200000008 38.066230450000006 55.622114900000007 24.500000000000004 54.604289300000012 44.601833250000006 82.901648750000021 82.895858600000011 55.043091000000011 110.01500000000001 49.010000000000012 38.977585500000011 84.00500000000001 44.046956350000009 40.024897700000004 39.908802000000009 45.015054600000006 19.500000000000004 82.918694400000007 83.00362155000002 82.968544750000021 82.95992385000001 55.071632200000003 55.061158000000006 55.012912000000007 2.5000000000000004 15.500000000000002 91.02500000000002
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 7 27 -4 -7 -2 9 12 -11 -12 -3 -14 15 16 17 28 -17 20 25 26 23 -21 -25 -10 -22 -5 -15 -28
right_child=1 8 5 4 -6 6 -8 -9 19 10 11 -13 13 14 -16 18 -18 -19 -20 22 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=81.603596294530888 176419.51105559594 244.89675268239193 7859.9394212088146 -27115.574106765533 83582.845690518341 36775.764063037823 240195.85195312501 576.00544624196527 33113.135629124183 32658.366839222741 -43215.801975324597 -159860.58930288465 -22419.309700807433 7572.9364735582531 3363.4292422335511 -22717.806034648649 -95026.188560353985 137648.7586 -5353.2338757439684 3846.047111399741 54402.782097989955 6933.24075095628 -5423.4915834628428 31780.123030561808 -38478.379758503805 116636.24300023129 -22918.885525619895 -78844.662798690086 84951.247313058047 -93292.053452252338
leaf_weight=3512946 43 96877 8836 2394 336 1237 44 282531 885 332 3335 104 4348 871 20407 4372 81 125 76563 27424 199 2976 12814 5764 469 228 6256 527 245 235
leaf_count=3512946 43 96877 8836 2394 336 1237 44 282531 885 332 3335 104 4348 871 20407 4372 81 125 76563 27424 199 2976 12814 5764 469 228 6256 527 245 235
internal_value=0 -511.126 734.771 321.671 -24065.7 12405.9 43762.9 602.764 -1903 -3020.75 -39752.8 -46743.3 -2341.38 -4682.7 -3931.53 -5741.32 27925.9 35951 -6291.24 2151.36 -7231.33 -13847 4327.68 8040.18 26493.5 50223 -23090.9 -36448.4 24560.1 -25466.7
internal_weight=0 560858 295948 285831 3257 10117 1281 282574 264910 207660 3771 3439 203889 107012 102664 82257 1322 1241 80935 57250 10779 9666 46471 33657 6233 1113 6690 2921 1116 6491
internal_count=4073804 560858 295948 285831 3257 10117 1281 282574 264910 207660 3771 3439 203889 107012 102664 82257 1322 1241 80935 57250 10779 9666 46471 33657 6233 1113 6690 2921 1116 6491
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 1 1 0 6 5 6 4 4 6 1 4 5 6 1 1 4 4 4 0 1 1 1 1 0
split_gain=1.60391e+13 3.43231e+14 3.17559e+14 2.25088e+14 5.31317e+14 6.0443e+14 4.22526e+14 2.23911e+14 3.10463e+14 2.19405e+14 2.457e+14 6.62577e+14 2.14047e+14 1.96481e+14 1.72307e+14 1.56963e+14 1.5588e+14 2.47014e+14 1.52388e+14 1.45418e+14 4.06895e+14 3.09312e+14 1.87375e+14 2.59886e+14 1.38286e+14 6.06001e+14 6.02717e+14 4.25021e+14 5.60364e+14 3.62837e+14
threshold=55.801384500000005 55.783232450000007 75.605000000000004 49.111590500000005 37.858952300000006 37.71815560000001 49.195555600000006 49.147669400000005 55.791814000000009 58.605000000000011 1.5000000000000002 45.995000000000012 14.500000000000002 9.5000000000000018 67.00500000000001 37.924401400000008 3.5000000000000004 2.5000000000000004 72.50500000000001 37.503969450000007 37.543519500000009 14.500000000000002 22.500000000000004 27.500000000000004 56.128722100000005 37.543519500000009 37.600779750000008 37.649344350000007 49.030112300000006 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 14 -9 10 11 -3 -7 -10 -5 -6 17 -4 -8 22 21 -21 -12 -24 25 -2 29 -28 -29 -27
right_child=24 2 16 6 15 12 18 8 13 -11 19 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-10.549085527265005 5632.6896308719988 -6885.2950977373275 462585.75593750004 61153.83803806486 -64479.611879715725 34952.913567502481 455.27537373947308 819.2495281639857 -2394.8782710359533 31636.845489072581 -32312.212471837516 114260.6661092046 88038.881005092844 55113.605446565423 188515.74840599799 -9009.1313494127771 27285.55636438106 78543.036430521854 -56610.657121161756 13067.415231948758 -28237.775734193416 227255.86995302397 -193029.20501267456 7825.5475463867188 309.3349650649854 -59553.711013334723 12755.49187532044 -8026.6545094995599 1378.1730486503061 -16971.962884844084
leaf_weight=2583509 82460 2951 20 741 526 2686 4932 2922 735 1919 990 533 1059 3099 124 16898 6105 103 517 161 1646 116 188 98 1069483 2421 16009 149221 110095 11537
leaf_count=2583509 82460 2951 20 741 526 2686 4932 2922 735 1919 990 533 1059 3099 124 16898 6105 103 517 161 1646 116 188 98 1069483 2421 16009 149221 110095 11537
internal_value=0 146.813 8432.03 5364.75 562.028 16431.9 16304.5 31507.9 25374.6 1833.06 -6724.99 11648.2 49964.4 44088.9 79411.5 -10683.7 29531.1 140989 -4959.13 -26735.1 -9367.57 102764 -52908.8 -124205 -268.173 -1929.63 -4085.27 -3057.52 -4033.75 -24357.7
internal_weight=0 2.63258e+06 49069 42841 29771 12347 13070 7621 6756 8602 6683 3484 3745 3834 865 17424 6228 123 5449 3199 1923 277 1276 286 1.44123e+06 371743 289283 275325 259316 13958
internal_count=4073804 2632578 49069 42841 29771 12347 13070 7621 6756 8602 6683 3484 3745 3834 865 17424 6228 123 5449 3199 1923 277 1276 286 1441226 371743 289283 275325 259316 13958
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=5 0 7 6 1 6 6 1 1 1 1 1 0 1 3 1 1 6 6 2 1 0 4 1 0 4 1 1 0 1
split_gain=1.60975e+13 1.29144e+14 1.14875e+14 1.5099e+14 1.70829e+14 1.37169e+14 2.01408e+14 1.88871e+14 1.40924e+14 1.4815e+14 1.4167e+14 1.27898e+14 2.36222e+14 1.46625e+14 1.27784e+14 1.92185e+14 1.25403e+14 1.37799e+14 1.2186e+14 1.21856e+14 1.16739e+14 1.35386e+14 1.14824e+14 1.13841e+14 3.13093e+14 1.27316e+14 1.11213e+14 1.04968e+14 2.45077e+14 1.2763e+14
threshold=3.5000000000000004 45.177967300000006 6.0000000000000009 97.020000000000024 30.370944000000005 73.995000000000019 110.01500000000001 36.555998300000006 47.256487700000001 82.825258850000026 39.718675700000013 65.574968200000015 57.125462300000009 65.559704250000024 2.5000000000000004 82.648284550000014 49.095306150000006 149.05000000000004 73.41500000000002 75.000000000000014 39.873894000000007 55.660117850000006 5.5000000000000009 82.895858600000011 54.973017600000006 13.500000000000002 30.277905650000005 61.381045500000006 57.15297970000001 49.030112300000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 19 7 22 10 11 -8 13 14 27 15 -13 20 -18 -4 -3 21 -5 -7 24 -11 -26 -23 29 -29 -10
right_child=1 2 3 16 -6 6 8 -9 9 23 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=34.984047999300337 7574.9962398161633 -37770.310465234943 -96006.169264481709 -38735.541439546629 13926.417904063092 -9410.4857562967372 5221.4783564008021 -6809.2745804978713 -67394.466079054459 -303601.25119047624 35151.442943691502 -79820.044165558516 29715.493140611001 70631.965345954901 -94585.942415311234 251130.38217075891 4300.8651264802056 64822.917250578867 82313.366123138389 4972.2421509869855 -59169.535374975487 -42165.808701970644 -37397.291005195329 3659.4103026484454 60435.832699910883 227047.28254766949 17644.060232970838 -60603.61080688837 39714.608330078132 -1345.7591512930451
leaf_weight=3951417 14961 689 41 940 3418 2522 8019 44480 311 21 1970 47 279 224 610 28 2527 442 587 20888 503 379 3501 6730 206 59 1730 1019 320 4936
leaf_count=3951417 14961 689 41 940 3418 2522 8019 44480 311 21 1970 47 279 224 610 28 2527 442 587 20888 503 379 3501 6730 206 59 1730 1019 320 4936
internal_value=0 -1129.5 -2341.76 7558.62 22734.1 -3421.86 -5436.55 -9059.61 1947.75 -4249.91 11124.2 -13757.9 -47849.3 -8932.04 -79441.3 43734.8 -1857.12 13310.9 70671.5 3607.38 -14535.6 -7172.2 -25678.4 6285.32 68076.7 97530.5 6895.87 -11638.1 -36629.1 -5260.6
internal_weight=0 122387 107426 10567 4046 96859 75282 50503 24779 14790 9989 7774 964 6810 685 75 6521 2969 628 21577 3552 3049 6023 7016 286 265 2109 6586 1339 5247
internal_count=4073804 122387 107426 10567 4046 96859 75282 50503 24779 14790 9989 7774 964 6810 685 75 6521 2969 628 21577 3552 3049 6023 7016 286 265 2109 6586 1339 5247
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=6 6 0 4 1 1 0 1 0 0 0 5 3 1 1 4 3 0 4 4 1 4 1 1 5 1 7 1 3 1
split_gain=1.76081e+13 5.5482e+13 1.01275e+14 1.01542e+14 9.07871e+13 1.36305e+14 7.06506e+13 7.80102e+13 6.54484e+13 1.29654e+14 7.66031e+13 1.47271e+14 1.13029e+14 7.5386e+13 6.52956e+13 5.94231e+13 5.80446e+13 6.75879e+13 5.58659e+13 1.26893e+14 1.28145e+14 1.1304e+14 1.6627e+14 1.23945e+14 9.44064e+13 7.7118e+13 6.78442e+13 6.11429e+13 5.89283e+13 9.68852e+13
threshold=112.00500000000001 108.05000000000001 56.888401950000009 5.5000000000000009 38.927872750000006 38.948208550000011 57.14107305000001 65.534455000000023 55.876067900000002 56.020150250000007 55.759969450000007 3.5000000000000004 3.5000000000000004 37.702956500000006 37.475446350000006 15.500000000000002 11.500000000000002 45.063245050000006 15.500000000000002 19.500000000000004 30.226173900000003 12.500000000000002 30.323041000000003 65.534455000000023 2.5000000000000004 30.260128500000004 6.0000000000000009 30.205407000000005 5.5000000000000009 49.300375350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 -4 10 13 -5 15 -13 -10 -14 -12 17 -6 21 25 -21 23 27 -8 -25 -20 28 -23 -24 -30
right_child=-2 2 6 4 5 -7 18 -9 9 -11 11 12 14 -15 -16 -17 -18 -19 19 20 -22 22 26 24 -26 -27 -28 -29 29 -31
leaf_value=5.86816523252946 -1590.1012920196008 -10755.381005089306 -98738.401901227684 -528.8596563318273 -6127.2809945913468 20315.866410571125 -13930.765926227976 -7315.0198889160156 157578.04413194445 -59458.10488525391 -195137.6166542659 245785.10982421876 60881.158227040818 23260.913609900843 -110149.17555259148 -70655.401349250635 305794.61929687503 232026.27443181816 -149235.54078851745 90871.134778091757 -24115.752144342241 289519.01649441192 72891.019020432694 238844.51427083334 42043.029767127409 -42676.794512769389 70136.690395507816 117022.20755359739 -203980.9963671875 38553.846763392859
leaf_weight=3992241 68470 1712 175 1456 26 6246 1410 200 90 80 63 20 49 78 41 98 20 22 86 141 310 27 26 30 130 323 80 86 40 28
leaf_count=3992241 68470 1712 175 1456 26 6246 1410 200 90 80 63 20 49 78 41 98 20 22 86 141 310 27 26 30 130 323 80 86 40 28
internal_value=0 27.1823 6526.17 11416.4 15995.7 21848.9 -9291.17 -49979.3 -2716.67 45321.5 -9615.03 -58432.2 30752.4 95216.5 -17032.7 -119366 162664 103026 -3675.4 -24746.4 11833.6 6082.84 63788.5 -4465.89 78943.3 -65082.8 2450.4 158238 -55155 -104114
internal_weight=0 4.00533e+06 13093 10001 8289 6314 3092 375 1975 248 1727 271 110 168 90 161 68 48 2717 860 451 1857 287 1570 160 409 174 113 94 68
internal_count=4073804 4005334 13093 10001 8289 6314 3092 375 1975 248 1727 271 110 168 90 161 68 48 2717 860 451 1857 287 1570 160 409 174 113 94 68
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=4 1 1 0 4 0 6 1 0 1 1 4 1 2 3 1 6 1 0 1 4 6 2 4 4 0 1 0 0 1
split_gain=1.67282e+13 8.59464e+13 1.34365e+14 2.06537e+14 2.88916e+14 2.37221e+14 1.83514e+14 1.76122e+14 3.71556e+14 3.40279e+14 7.00008e+14 1.63661e+14 1.62072e+14 1.54522e+14 1.50197e+14 1.53078e+14 1.47087e+14 1.911e+14 1.45101e+14 5.25277e+14 1.51457e+14 1.44778e+14 1.33989e+14 1.25091e+14 1.34753e+14 1.22761e+14 4.59847e+14 1.98029e+14 1.1623e+15 7.94341e+14
threshold=18.500000000000004 30.438492500000006 37.331232350000008 55.685785750000008 22.500000000000004 59.764576050000009 63.005000000000003 37.543519500000009 55.622114900000007 37.425454150000007 37.374856000000008 23.500000000000004 37.318079750000003 5873.0000000000009 16.500000000000004 37.534144550000008 71.715000000000018 37.475446350000006 55.696737300000009 37.318079750000003 32.500000000000007 82.00500000000001 2200.0000000000005 24.500000000000004 26.500000000000004 59.825842200000004 30.345769800000003 59.905532300000012 59.933037250000005 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -5 8 9 10 21 12 -6 -3 15 -10 -11 -18 19 -8 -20 -4 -13 -7 -25 26 -2 29 -29 -27
right_child=1 2 7 5 11 23 18 -9 14 16 -12 22 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=80.968296000292696 38130.409043503147 -17697.537314412952 -9332.896311331393 -12347.660756186306 89860.895589544627 -8013.7021280976696 198354.83186056386 -1249.8175762846226 1484.3903953182446 -21506.78325047591 106781.3414475 27231.852093356531 -138246.75191761364 77191.531795694536 15680.432861597985 23605.870528265699 -121430.47755594279 -29793.074150602566 -47848.31969631325 -60544.642959222561 98747.771736653653 -111475.10823671379 -35673.358251223879 13150.540375844808 -16315.288865261191 1166.4969689745615 -37996.103262727862 -80107.469664230084 2773.9357764678502 48688.104751526342
leaf_weight=3512946 1133 3008 1195 9727 555 18943 115 372290 28226 4390 625 2810 33 182 16575 3518 367 599 3331 246 72 157 385 6789 2012 15688 2648 1742 58963 4534
leaf_count=3512946 1133 3008 1195 9727 555 18943 115 372290 28226 4390 625 2810 33 182 16575 3518 367 599 3331 246 72 157 385 6789 2012 15688 2648 1742 58963 4534
internal_value=0 -507.147 -1029.28 -6034.27 9882.77 -8725.9 -19602.8 -465.459 4781.59 -16192.8 19263.5 28574.7 77058.9 -12283.8 7964.71 3935.98 -29280.4 -64607.7 -38351.8 21930.3 -44746.7 -21194.1 19651.7 -3436.81 6414.35 2427.78 -15184.3 3250.64 395.558 11821.4
internal_weight=0 560858 476150 48208 6973 41235 13491 427942 55652 7333 1977 3783 588 3190 48319 31744 5356 966 3764 361 3403 1352 3195 27744 8801 84708 3781 80927 60705 20222
internal_count=4073804 560858 476150 48208 6973 41235 13491 427942 55652 7333 1977 3783 588 3190 48319 31744 5356 966 3764 361 3403 1352 3195 27744 8801 84708 3781 80927 60705 20222
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=4 0 1 1 4 6 6 6 6 0 1 0 1 0 0 5 6 1 6 1 6 1 5 3 1 0 6 6 0 1
split_gain=1.66415e+13 1.2475e+14 1.55874e+14 1.29389e+14 1.91003e+14 9.90674e+13 9.72785e+13 8.57365e+13 8.77273e+13 8.54993e+13 2.32195e+14 1.05444e+14 8.36774e+13 8.3481e+13 7.88916e+13 7.65918e+13 7.53218e+13 7.19706e+13 7.35304e+13 6.7966e+13 6.52378e+13 6.43957e+13 9.50289e+13 7.23644e+13 6.28437e+13 2.25896e+14 9.13919e+13 7.24854e+13 5.83557e+13 5.78494e+13
threshold=32.500000000000007 55.667390500000003 37.543519500000009 37.374856000000008 33.500000000000007 59.815000000000005 54.410000000000004 75.605000000000004 73.00500000000001 55.568628050000008 37.858952300000006 53.175387700000009 50.136929700000003 55.753967500000009 55.649510000000014 2.5000000000000004 77.010000000000005 37.649344350000007 78.010000000000005 37.503969450000007 76.00500000000001 37.618684050000006 2.5000000000000004 33.500000000000007 37.503969450000007 55.749683450000006 72.020000000000024 68.515000000000015 55.685785750000008 39.135518400000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 8 21 11 -11 -4 29 19 -2 -15 20 18 -18 -10 -9 22 23 24 28 -26 27 -27 -8 -13
right_child=1 3 9 6 -6 -7 7 16 13 10 -12 12 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=13.311611720088075 -9134.994488219203 40487.882976285677 -68558.952962853771 39.204407397447426 -25988.252854541846 140946.83044311524 -144441.83617424243 7743.7380281690148 -14807.329554115853 -106930.01702880859 123906.98813541667 91566.227002181826 23536.043212147051 70770.253079659597 96567.582187500011 -59586.059983396321 -74525.268129006421 -18902.184364070963 27336.192872070314 -164937.28613966558 148751.33211609887 -9975.2292241428804 81183.868048007251 130518.70255468751 -196719.01587009805 -42934.294220244745 105550.20745283918 -235242.23166015625 -7750.6111775367172 228988.64270833335
leaf_weight=4056209 1206 254 53 7227 295 160 33 71 41 104 75 427 197 56 75 231 78 1385 775 114 61 2824 69 25 102 980 41 20 583 33
leaf_count=4056209 1206 254 53 7227 295 160 33 71 41 104 75 427 197 56 75 231 78 1385 775 114 61 2824 69 25 102 980 41 20 583 33
internal_value=0 -3068.75 19380.9 -6226.98 35499.1 79312.6 -8237.29 -16224.2 -23504.6 51553.1 -10210.6 67124.5 78070 -66088.7 -2946.32 -34150.7 -499.287 -4828.84 18021.8 -125225 72906.3 -19480.2 -33965.9 -38419.5 -40820.6 -54696.6 -40780.9 -46780.5 -15073.4 101425
internal_weight=0 17595 2170 15425 709 414 14716 7489 5119 889 179 710 657 442 1281 287 2370 2238 853 155 132 4677 1853 1784 1759 1143 1041 1000 616 460
internal_count=4073804 17595 2170 15425 709 414 14716 7489 5119 889 179 710 657 442 1281 287 2370 2238 853 155 132 4677 1853 1784 1759 1143 1041 1000 616 460
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 1 1 4 4 0 0 6 0 1 6 0 1 6 2 1 4 1 0 5 7 6 6 0 0
split_gain=1.54916e+13 1.43978e+14 4.44835e+14 2.47694e+14 2.38064e+14 2.42276e+14 2.2856e+14 3.23653e+14 2.92062e+14 2.04276e+14 2.04118e+14 1.87183e+14 1.66764e+14 1.59356e+14 1.50559e+14 1.69292e+14 1.45752e+14 1.96495e+14 1.87778e+14 1.52164e+14 2.93516e+14 2.5211e+14 5.13126e+14 3.4217e+14 2.74066e+14 3.217e+14 3.43445e+14 2.52335e+14 2.16026e+14 3.41581e+14
threshold=451.00000000000006 38.657016300000002 55.111813300000001 55.071632200000003 38.109452700000006 56.020150250000007 37.534144550000008 37.517483500000004 19.500000000000004 20.500000000000004 54.431501800000014 56.228352100000002 65.410000000000011 56.685611200000004 38.958307950000012 84.00500000000001 55.193450100000007 37.978059650000013 53.310000000000009 75.000000000000014 37.924401400000008 5.5000000000000009 36.865631950000008 55.462387050000011 2.5000000000000004 6.0000000000000009 80.030000000000015 36.405000000000008 55.753967500000009 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 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 16 7 -7 12 14 -6 -9 -8 -13 15 -4 17 18 -1 -18 21 22 -21 -24 -23 -26 -27 -25 29 -22
right_child=-2 2 9 -5 10 6 8 11 -10 -11 -12 13 -14 -15 -16 -17 19 -19 -20 20 28 24 23 27 25 26 -28 -29 -30 -31
leaf_value=-5478.6197370638092 -87.081851352168329 -5510.6607269768765 -19852.78431084667 31694.608604236433 177996.57593749999 -7207.933053306715 -16703.562442627015 140207.61128216912 262559.74908854166 232251.98975183826 7115.7156070548199 32896.983318133833 -52428.114721795806 -80305.07740395912 -5795.2730543102007 -107302.3563848175 -660.65519872388188 12427.030179165493 -32055.849494553157 -12459.701715021862 -12401.232471351086 591.04382630926796 -1405.6697425772918 5551.184227884577 16888.993825409558 11414.792981028178 -22400.956156497567 29291.403276251909 -11243.92486186683 9181.4835018358317
leaf_weight=7110 3396489 3168 10809 4112 70 17338 7623 153 36 34 50400 1913 1577 133 13122 226 290401 3263 4246 7122 11403 131562 7424 6016 24775 7099 5206 17504 22925 20545
leaf_count=7110 3396489 3168 10809 4112 70 17338 7623 153 36 34 50400 1913 1577 133 13122 226 290401 3263 4246 7122 11403 131562 7424 6016 24775 7099 5206 17504 22925 20545
internal_value=0 436.684 -6168.14 15504.2 758.527 199.536 -8752.17 -2624.15 -21714.8 -12690.2 7352.72 33516.7 -22827.2 25538.3 -13034.9 -21643.8 654.119 -9201.23 -15415.8 915.134 2664.54 4390.43 11741.2 17311.2 2731.22 10324.7 -2891.98 23219.1 -3836.94 1478.1
internal_weight=0 677315 31471 7280 645844 595374 28773 19537 9236 24191 50470 2199 9200 2046 24157 11035 566601 14619 11356 551982 261581 206708 38066 30944 168642 37080 12305 23520 54873 31948
internal_count=4073804 677315 31471 7280 645844 595374 28773 19537 9236 24191 50470 2199 9200 2046 24157 11035 566601 14619 11356 551982 261581 206708 38066 30944 168642 37080 12305 23520 54873 31948
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=4 1 1 6 2 2 6 0 6 2 2 0 6 1 1 6 0 0 0 5 6 0 0 6 0 1 1 0 6 0
split_gain=1.60102e+13 8.26759e+13 7.61846e+13 8.31891e+13 6.59405e+13 6.53656e+13 6.69115e+13 9.89511e+13 6.49819e+13 5.57068e+13 5.55888e+13 1.29718e+14 7.44522e+13 2.08801e+14 9.41726e+13 7.29301e+13 5.97954e+13 5.47884e+13 7.39259e+13 5.38694e+13 1.21003e+14 5.31656e+13 5.11963e+13 4.81956e+13 4.78908e+13 4.68337e+13 4.67462e+13 7.01194e+13 5.91483e+13 4.40076e+13
threshold=2.5000000000000004 38.657016300000002 39.079932600000006 68.515000000000015 2892.5000000000005 5444.0000000000009 156.15000000000003 45.029425500000009 39.810000000000009 2810.0000000000005 75.000000000000014 55.685785750000008 55.805000000000007 37.563506350000004 37.649344350000007 42.875000000000007 55.60524465000001 44.046956350000009 44.601833250000006 3.5000000000000004 95.045000000000016 57.57007620000001 44.739668300000005 100.05000000000001 55.303261650000003 40.024897700000004 37.46219940000001 46.323575350000006 122.65000000000002 54.762682300000009
decision_type=2 2 2 2 2 2 2 2 2 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 17 21 6 -6 -8 -3 10 11 16 14 -14 15 -13 -1 -4 25 20 -12 -5 23 -11 -21 -19 29 28 -28 -24
right_child=-2 2 3 4 5 -7 7 -9 -10 22 19 12 13 -15 -16 -17 -18 18 -20 24 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-30165.392804687977 -33.357499291604178 -571.75573203218448 15493.878315219319 -25375.080728776462 4225.0142543397114 -11826.480117780498 -54922.439796874998 109274.40137355641 14827.385826553493 8514.9953155962012 2675.0082094472118 -30208.375749362243 22527.318055555559 -347595.90841517859 89304.062902113976 -220822.48000919117 84655.36594503012 -51408.465400993446 2272.5564107521445 -89646.1191576087 -108566.80312697285 21321.037488378548 5263.1246062451773 125180.10722128379 61636.196934667125 -7124.2781791061061 -25683.190940015738 7738.8976355449968 -171686.55150669644 -13009.310884688675
leaf_weight=100 3961637 4102 3087 2431 3211 3517 50 138 8255 824 7947 49 27 35 34 34 83 405 67160 23 99 271 2111 37 232 582 3071 715 28 3509
leaf_count=100 3961637 4102 3087 2431 3211 3517 50 138 8255 824 7947 49 27 35 34 34 83 405 67160 23 99 271 2111 37 232 582 3071 715 28 3509
internal_value=0 1178.16 2402.56 1284.88 -7444.61 -2269.15 7619.97 65605 9715.52 -4841.75 1067.56 -37291.7 -97818.2 -186413 -50870.4 -108291 21911.8 2463.54 1873.28 2740.38 1306.26 -20691.6 -9814.3 13528.5 47991.1 -25295.6 -11944.7 -20489.5 -27002.4 -6145.77
internal_weight=0 112167 93209 80852 9618 6916 3399 188 12357 18958 8663 362 179 62 117 83 183 71234 68147 8301 8046 2702 10295 861 255 987 9434 3814 3099 5620
internal_count=4073804 112167 93209 80852 9618 6916 3399 188 12357 18958 8663 362 179 62 117 83 183 71234 68147 8301 8046 2702 10295 861 255 987 9434 3814 3099 5620
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=6 6 0 6 4 0 4 6 4 1 1 1 0 2 1 5 0 1 2 1 1 0 0 6 2 1 4 1 3 0
split_gain=1.55884e+13 7.89113e+13 7.58822e+13 1.16235e+14 7.80453e+13 1.10424e+14 1.36224e+14 8.50449e+13 7.24295e+13 6.70844e+13 6.54748e+13 6.13825e+13 6.21115e+13 9.31779e+13 8.06251e+13 7.55113e+13 7.28874e+13 5.96635e+13 9.87966e+13 8.07424e+13 6.7378e+13 1.14222e+14 5.80858e+13 5.78533e+13 5.71859e+13 5.71096e+13 5.63857e+13 7.12677e+13 5.63166e+13 1.45105e+14
threshold=34.010000000000012 35.57500000000001 55.039488700000007 32.005000000000003 13.500000000000002 55.030407050000001 17.500000000000004 31.705000000000002 8.5000000000000018 38.430814800000007 82.975438000000011 38.247071200000008 47.319699650000011 3999.0000000000005 45.126607350000008 3.5000000000000004 44.046956350000009 82.648284550000014 4311.5000000000009 83.025426800000005 83.050033500000012 55.071632200000003 54.94613300000001 26.495000000000001 2970.5000000000005 63.728898350000001 10.500000000000002 38.011626600000007 2.5000000000000004 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 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 11 -6 7 23 -5 26 -8 22 13 15 -14 28 -17 18 -2 -19 21 -21 -1 -7 -11 -26 -10 -28 -13 -30
right_child=1 -3 3 8 5 6 10 -9 9 24 -12 12 14 -15 -16 16 -18 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5115.8876643596404 -2184.7116783489118 7.3476362204454517 195.88943806420525 333.16665417614604 -4372.0316521384457 -26554.811147660821 -22280.306291189809 17208.710908382251 -2998.1076687597697 15217.361205737863 50329.287480969557 171.24991706017306 -9328.2201795801157 -9576.0837816020266 -253.12209815812059 264863.99921874999 46558.889886568511 11321.91834229714 -10904.840961675822 23014.209656492596 -843.27459540826521 -63333.837277241983 -41446.606547334181 -94619.207733193849 2974.3157747218429 13978.701719163946 6772.4548434623839 -22015.285676732088 21993.725714961824 3706.1773370050614
leaf_weight=15418 80559 3413348 207959 30866 27525 171 342 115 10516 11197 195 27608 10684 5718 116949 20 65 6672 15491 232 5958 451 453 463 15013 6876 23940 892 4993 33115
leaf_count=15418 80559 3413348 207959 30866 27525 171 342 115 10516 11197 195 27608 10684 5718 116949 20 65 6672 15491 232 5958 451 453 463 15013 6876 23940 892 4993 33115
internal_value=0 -77.3704 494.569 1539.9 -822.664 -5710.19 -34351.6 -61910 4354.58 6168.38 4086.31 -167.782 309.186 2668.38 -1012.79 3732.41 97924.8 -2721.52 -3591.1 3552.27 -4253.65 -34003.3 -6152.86 -76261.1 9404.57 6431.13 3139.27 5738.36 3610.58 6102.26
internal_weight=0 3.52271e+06 551093 307259 243834 28811 1286 749 99300 68434 537 215023 199152 71519 127633 65801 85 109363 96050 13313 6641 683 15871 634 33086 21889 35348 24832 65716 38108
internal_count=4073804 3522711 551093 307259 243834 28811 1286 749 99300 68434 537 215023 199152 71519 127633 65801 85 109363 96050 13313 6641 683 15871 634 33086 21889 35348 24832 65716 38108
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 7 4 1 0 1 1 1 1 7 1 1 6 0 7 0 2 4 0 1 4 0 1 0 6 1
split_gain=1.48643e+13 1.60986e+14 3.17269e+14 2.61395e+14 2.64262e+14 2.50378e+14 1.99555e+14 1.61188e+14 1.42523e+14 4.77813e+14 5.94006e+14 2.87773e+14 4.43059e+14 4.83517e+14 4.31871e+14 4.01763e+14 3.55335e+14 3.2283e+14 1.04264e+15 1.70158e+15 3.0209e+14 2.86308e+14 2.84558e+14 2.52289e+14 4.94974e+14 2.70981e+14 2.97539e+14 2.67022e+14 2.66797e+14 2.18047e+14
threshold=55.81943720000001 55.812023600000011 60.005000000000003 49.030112300000006 37.234509300000006 6.0000000000000009 4.5000000000000009 37.804148700000006 56.115175650000005 37.503969450000007 37.442254400000003 49.030112300000006 37.858952300000006 6.0000000000000009 48.411058050000008 47.386825600000002 59.245000000000012 55.988910100000005 6.0000000000000009 56.006509350000009 2911.0000000000005 32.500000000000007 55.988910100000005 37.475446350000006 19.500000000000004 55.840017500000009 37.46219940000001 55.93962770000001 91.02500000000002 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 21 12 17 15 -15 -14 -17 29 -19 -20 -13 -2 23 24 25 26 -12 28 -25 -11
right_child=8 2 3 -5 7 -7 -8 -9 -10 11 22 20 13 14 -16 16 -18 18 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=78.24512537386228 -286.13271336358099 726.60729184788761 342374.08873487904 61715.691325585372 18994.891363627892 -20142.587630208334 76738.43615910456 -37757.874945598276 275.66642288137069 -1333.6693702843863 -27274.893417813742 -24813.93600692031 -4409.7554441689472 -40925.543176672349 13749.072007023005 -13854.484263124501 -47506.403516735787 4585.1169732047883 375786.13580917876 37602.404234570684 1569.3036852231135 90247.921051718979 -6681.2177747708738 16698.638326802851 119022.69862361095 43763.605230363159 -407656.89312855114 66066.668529345843 -99167.64798304117 -18563.454721182366
leaf_weight=2663600 45683 10866 62 1799 2233 69 52 645 1084541 66629 315 4561 48671 8865 1726 12235 4220 4631 207 529 89530 352 2477 6499 857 2356 22 1112 205 8255
leaf_count=2663600 45683 10866 62 1799 2233 69 52 645 1084541 66629 315 4561 48671 8865 1726 12235 4220 4631 207 529 89530 352 2477 6499 857 2356 22 1112 205 8255
internal_value=0 137.805 10225.8 31464.2 13684.9 130206 221207 6275.8 -264.777 -2155.91 5867.88 -4077.25 -6712.13 -12199.2 -32015.3 -8976.66 -22484.8 -1535.05 22156.3 132717 290.393 406.123 24031 30724.1 52830.8 31766.4 -52107 20683.4 13155.6 -3233.03
internal_weight=0 2.67933e+06 15726 4860 3061 183 114 2878 1.39448e+06 309937 59878 250059 155968 75717 10591 65126 16455 80251 5367 736 94091 46035 13843 11366 3550 2693 337 7816 6704 74884
internal_count=4073804 2679326 15726 4860 3061 183 114 2878 1394478 309937 59878 250059 155968 75717 10591 65126 16455 80251 5367 736 94091 46035 13843 11366 3550 2693 337 7816 6704 74884
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=4 1 1 7 0 0 0 0 0 4 0 6 4 1 4 1 1 0 0 1 6 0 6 6 3 0 6 1 0 1
split_gain=1.63161e+13 7.01184e+13 5.55037e+14 1.60176e+14 1.5097e+14 1.24443e+14 1.71951e+14 1.50677e+14 1.21429e+14 1.62403e+14 2.0262e+14 2.63053e+14 1.49869e+14 2.02915e+14 2.52519e+14 2.5317e+14 2.40078e+14 2.39205e+14 3.00684e+14 2.50694e+14 2.10959e+14 3.68407e+14 2.99934e+14 1.69259e+14 1.57669e+14 1.51217e+14 1.47969e+14 1.44085e+14 1.3352e+14 1.32113e+14
threshold=18.500000000000004 30.410676000000006 30.389265100000003 6.0000000000000009 60.042359000000012 59.950512650000007 59.933037250000005 60.042359000000012 60.064438250000002 26.500000000000004 59.856552950000008 89.00500000000001 21.500000000000004 30.277905650000005 20.500000000000004 30.315889700000003 30.226173900000003 59.982409200000006 59.882709350000006 30.345769800000003 63.415000000000006 59.990753350000013 65.805000000000021 33.005000000000003 5.5000000000000009 59.91832440000001 110.01500000000001 30.084656550000002 60.002985000000002 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 9 12 11 -11 13 16 15 -15 23 18 -16 29 25 24 -23 -2 -22 -17 -10 -14 -12 -20
right_child=1 5 3 -5 -6 7 -8 -9 26 10 28 -13 27 14 17 20 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=79.964731182583478 53602.473020744328 -711.13979472018809 80747.557784272358 -8883.3740910881115 -25922.723932922781 -16806.728175868015 71940.227610657108 5722.5741273465956 -12264.419889245604 25643.160398171167 -58700.428311066971 363961.86538461543 -41822.318634602343 37425.076064632478 12862.398674704811 6769.1949789269383 -33231.829113969397 11418.931580285333 165145.02643229169 -209949.3402469033 -72865.376219035825 422317.29865579051 99026.74599821672 -6736.6292233978766 29070.693732441941 -47181.336073913015 -284758.01343749999 6626.7264986343844 -5181.4022024133701 -75063.212236102612
leaf_weight=3512946 512 471626 1362 307 147 10039 326 4215 5513 198 1082 26 622 3048 396 996 4031 1018 24 152 205 34 184 5053 584 1086 20 46735 819 498
leaf_count=3512946 512 471626 1362 307 147 10039 326 4215 5513 198 1082 26 622 3048 396 996 4031 1018 24 152 205 34 184 5053 584 1086 20 46735 819 498
internal_value=0 -500.861 2352.65 56960.5 70356.2 -938.988 -660.956 -10144.7 991.123 2161.84 -25043.3 64912.3 3048.81 -4768.03 6757.7 16978.1 -14647.1 -23281.8 -56296.1 -96929.2 -3197.55 34378.9 149448 -1185.21 2585.4 -21372.1 -13249.4 5990.38 -35643 -64019.2
internal_weight=0 560858 74652 1816 1509 486206 471952 14254 72836 67303 2125 224 65178 17821 8225 6137 9596 2088 1070 674 3089 1007 218 5565 789 2082 5533 47357 1901 522
internal_count=4073804 560858 74652 1816 1509 486206 471952 14254 72836 67303 2125 224 65178 17821 8225 6137 9596 2088 1070 674 3089 1007 218 5565 789 2082 5533 47357 1901 522
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=6 4 0 0 6 6 6 0 0 3 1 0 3 5 1 1 1 3 1 1 0 0 3 6 1 7 4 3 1 1
split_gain=1.62413e+13 4.43228e+13 9.10481e+13 2.13517e+14 1.62898e+14 1.0435e+14 9.27846e+13 2.20211e+14 1.61934e+14 1.53306e+14 9.6074e+13 9.17437e+13 9.01806e+13 1.72961e+14 2.54631e+14 1.60377e+14 1.08989e+14 1.28007e+14 1.18199e+14 1.11917e+14 1.02108e+14 9.43434e+13 9.10863e+13 1.56796e+14 1.13168e+14 8.98365e+13 8.40398e+13 9.85661e+13 9.70191e+13 1.33242e+14
threshold=100.05000000000001 14.500000000000002 59.963561900000009 59.950512650000007 116.05000000000001 104.01000000000001 110.01500000000001 45.029425500000009 45.015054600000006 4.5000000000000009 38.965413050000002 59.939085000000013 6.5000000000000009 3.5000000000000004 50.136929700000003 39.908802000000009 38.965413050000002 2.5000000000000004 38.977585500000011 38.97264950000001 55.039488700000007 44.249882500000005 16.500000000000004 122.65000000000002 39.735861600000007 6.0000000000000009 11.500000000000002 10.500000000000002 82.981285100000022 83.658467900000019
decision_type=2 2 2 2 2 2 2 2 2 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 5 25 -3 7 8 -7 -10 -11 -9 13 14 15 16 17 -8 19 -18 -16 22 -14 -24 -25 -5 27 -2 -28 -30
right_child=1 2 -4 4 -6 6 12 11 9 10 -12 -13 21 -15 20 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=34.413330738819376 -846.21337012175047 -13573.634023799998 -21979.618290006925 150275.31321504238 26823.12923728814 30424.15648636836 56761.436182348283 4409.8697642910474 -4963.9708487817807 246755.35262044275 87829.152628968252 -110601.69522321429 -17913.216192725929 6947.0113800190484 -95525.529146298883 48573.563989040864 -63661.96792410715 -20504.154580850434 -32679.150946698868 -260711.37576530615 -40168.282405747261 1538.0467123937183 -258501.42399902345 -141820.33975800304 101155.9791232639 395519.6875 6020.729033108003 -63505.317017764137 123117.1880112246 19534.827860753678
leaf_weight=3956282 66560 7640 2594 59 118 534 276 7556 59 96 63 70 370 2316 537 422 70 961 448 49 878 14729 48 41 36 20 10061 252 166 493
leaf_count=3956282 66560 7640 2594 59 118 534 276 7556 59 96 63 70 370 2316 537 422 70 961 448 49 878 14729 48 41 36 20 10061 252 166 493
internal_value=0 -1158.5 -3862.57 -2605.87 101227 -3155.75 -463.083 8445.24 60073.6 132701 183785 3354.16 -3986.71 -14417.9 -28007.9 -6923.52 -19905.6 -3264.62 -56210.7 -144800 -61176.7 94.9102 -42846.4 -116649 -28221 212362 236.23 -1082.55 8455.47 45626.9
internal_weight=0 117522 39990 37396 197 37199 29559 8378 752 218 159 7626 21181 5957 3641 2226 1804 1237 567 119 1415 15224 495 125 77 79 77532 66812 10720 659
internal_count=4073804 117522 39990 37396 197 37199 29559 8378 752 218 159 7626 21181 5957 3641 2226 1804 1237 567 119 1415 15224 495 125 77 79 77532 66812 10720 659
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 4 1 6 7 1 0 0 4 6 1 5 4 6 7 4 0 0 7 7 5 6 4 7 6 6
split_gain=1.54678e+13 1.75543e+14 2.55586e+14 2.30477e+14 2.27721e+14 2.50069e+14 1.81278e+14 1.78257e+14 1.52228e+14 1.52184e+14 4.53471e+14 2.79198e+14 1.95815e+14 1.8919e+14 3.27088e+14 3.29651e+14 1.98697e+14 1.87377e+14 2.228e+14 2.09605e+14 1.74076e+14 2.95382e+14 2.19104e+14 2.16979e+14 2.45083e+14 2.30885e+14 2.52205e+14 1.87657e+14 1.96336e+14 1.68698e+14
threshold=50.213874250000011 49.692247900000005 53.175387700000009 53.341100000000004 47.805000000000007 10.500000000000002 49.300375350000003 128.05000000000004 6.0000000000000009 49.095306150000006 57.892117950000006 55.633951400000008 7.5000000000000009 63.705000000000005 49.147669400000005 2.5000000000000004 3.5000000000000004 92.02500000000002 6.0000000000000009 4.5000000000000009 55.812023600000011 55.81943720000001 6.0000000000000009 6.0000000000000009 1.5000000000000002 55.405000000000008 9.5000000000000018 6.0000000000000009 98.020000000000024 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 6 -3 4 -4 7 9 -6 -7 -1 11 -11 13 -13 15 16 -15 -17 19 -19 27 23 -23 24 25 -22 -27 28 -14 -29
right_child=-2 2 3 -5 5 8 -8 -9 -10 10 -12 12 20 14 -16 17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-29.146482706475314 -241.32104523577883 -8946.232881261938 4111.4655396331282 -17166.912806100645 37940.484174822566 24793.284468842281 -10593.777434019365 131614.23206775595 -5231.6595350682228 -24278.330996315803 114373.5730921496 8996.4312331382735 6954.1524123449581 351513.25358952704 1859.0175002899553 -9396.9822676845106 111734.73773896895 182395.02077414774 218460.94421695403 24591.721894114213 42220.131621251923 -493.55042339423937 33502.31043592537 -2173.36236762305 96833.48856335145 -293397.30502717395 26623.021933962267 -7510.6723906224497 -28180.517445097423 44771.35675921863
leaf_weight=2323103 1607797 7129 9265 2337 4865 4200 15860 212 2824 3462 371 15487 29848 37 1604 537 524 99 87 562 629 10251 2326 713 959 46 53 26305 1680 632
leaf_count=2323103 1607797 7129 9265 2337 4865 4200 15860 212 2824 3462 371 15487 29848 37 1604 537 524 99 87 562 629 10251 2326 713 959 46 53 26305 1680 632
internal_value=0 157.337 7655.56 12648.8 15910 24943.4 62.4017 41852 12721.8 132.259 4029.5 3602.36 4647.22 13714 34891.1 63592.9 127549 35671.3 68026.4 48226.4 2309.35 11928.4 5793.67 44077 63624.5 19878 -122073 -154.767 5081.97 -6284.02
internal_weight=0 2.46601e+06 30832 23703 21366 12101 2.43518e+06 5077 7024 2.41932e+06 96212 95841 92379 18937 3450 1846 561 1285 748 661 73442 14977 12577 2400 1687 728 99 58465 31528 26937
internal_count=4073804 2466007 30832 23703 21366 12101 2435175 5077 7024 2419315 96212 95841 92379 18937 3450 1846 561 1285 748 661 73442 14977 12577 2400 1687 728 99 58465 31528 26937
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 5 1 0 0 4 4 6 2 0 7 0 5 1 1 0 1 4 4 4 1 1 4 4 0 6
split_gain=1.57332e+13 5.93113e+13 1.2665e+14 1.12238e+14 1.07828e+14 1.31678e+14 9.68515e+13 4.35865e+14 1.01116e+14 1.51066e+14 1.00353e+14 8.75079e+13 1.34475e+14 3.6366e+14 1.4308e+14 1.81149e+14 2.33423e+14 2.03565e+14 1.65268e+14 2.07076e+14 2.20555e+14 1.99794e+14 1.69144e+14 1.55997e+14 1.55558e+14 1.2558e+14 1.61458e+14 1.25442e+14 1.25377e+14 1.19872e+14
threshold=41.365000000000002 45.005000000000003 38.430814800000007 38.893394150000006 5.5000000000000009 1.5000000000000002 38.166910000000009 56.288960650000007 56.309668500000008 18.500000000000004 7.5000000000000009 49.010000000000012 36.000000000000007 55.806294650000005 6.0000000000000009 55.702806750000008 1.5000000000000002 37.488790500000007 37.618684050000006 55.791814000000009 37.563506350000004 14.500000000000002 5.5000000000000009 22.500000000000004 37.755233900000007 37.682335600000009 28.500000000000004 9.5000000000000018 55.775215600000003 54.010000000000012
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 4 -4 5 -2 10 -8 9 -9 -6 12 13 14 15 -3 23 -18 19 20 21 -19 -22 24 27 26 -16 -17 -24 -13
right_child=1 11 3 -5 6 -7 7 8 -10 -11 -12 29 -14 -15 25 16 17 18 -20 -21 22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=288.54943678521983 20922.766018477363 -23820.524414334221 -13935.944545862862 -1891.5850010667787 -18278.467849085817 3597.5980125575697 10112.979519331258 400851.38151633524 67015.533971774203 112643.06315524195 -356.81013259026054 -1912.2425417297427 2090.2687237450891 -35446.845701622799 32673.071392314323 12968.877951812745 -64691.128627951584 -39675.933732370235 -10707.345872729733 -74680.368711853036 3300.0193331866199 142287.58174172795 220420.83699149411 -30640.946588867188 -116209.30405273438 -17352.598068452953 -29314.937213621553 143836.9577083452 29172.138699127911 174.20614927414542
leaf_weight=1290863 4955 3448 7922 331331 3252 38263 1753 44 31 31 79660 329555 297234 3577 2986 96 446 208 1321 112 71 85 169 125 32 934 489 309 43 1674459
leaf_count=1290863 4955 3448 7922 331331 3252 38263 1753 44 31 31 79660 329555 297234 3577 2986 96 446 208 1321 112 71 85 169 125 32 934 489 309 43 1674459
internal_value=0 -133.843 -1161.59 -2172.84 1518.86 5583.95 -553.611 22019.9 218933 281725 -1059.74 73.527 1632.27 -7788 1310.37 -8162.49 9732.4 -3576.04 9991.57 49734.7 73926.5 13112.1 136890 67868 96045.6 15200.6 23950.2 112816 181630 -168.905
internal_weight=0 2.78294e+06 467242 339253 127989 43218 84771 1859 106 75 82912 2.3157e+06 311685 14451 10874 6465 3017 2455 2009 688 576 293 283 562 437 4409 3475 405 212 2.00401e+06
internal_count=4073804 2782941 467242 339253 127989 43218 84771 1859 106 75 82912 2315699 311685 14451 10874 6465 3017 2455 2009 688 576 293 283 562 437 4409 3475 405 212 2004014
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 4 4 1 0 4 0 0 1 6 0 1 0 1 1 0 0 1 1 1 0 1 6 4 6 0
split_gain=1.62239e+13 1.00796e+14 1.9054e+14 3.92799e+14 4.73355e+14 1.74692e+14 1.88587e+14 1.70992e+14 1.58035e+14 1.48378e+14 2.41097e+14 1.39236e+14 3.33765e+14 2.78445e+14 1.5442e+14 4.33603e+14 2.7804e+14 2.71277e+14 3.18986e+14 2.16806e+14 2.16489e+14 2.90258e+14 2.10083e+14 2.87209e+14 5.54502e+14 2.90851e+14 2.57204e+14 2.13882e+14 2.09846e+14 2.05391e+14
threshold=68.00500000000001 60.549354600000008 60.620042600000012 56.791379400000004 56.850115550000005 3.5000000000000004 13.500000000000002 56.240615550000008 56.685611200000004 9.5000000000000018 56.850115550000005 54.962581500000006 82.973036600000015 94.02500000000002 55.173955500000005 61.381045500000006 55.123213100000008 65.493200550000012 61.29689960000001 57.14107305000001 57.174562350000009 65.64204770000002 82.981285100000022 82.956351500000011 54.998919050000005 82.948524700000021 77.010000000000005 21.500000000000004 87.395000000000024 55.012912000000007
decision_type=2 2 2 2 2 2 2 2 2 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 10 -10 12 13 -4 15 16 -13 18 -16 -19 21 -21 23 25 26 29 -25 -26 -20 -17
right_child=1 2 11 4 -6 6 -8 8 9 -11 -12 14 -14 -15 17 22 -18 19 28 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=94.893823941058514 -909.13608849123068 -46328.162743070832 -11547.745784266644 -135799.40895876026 -8681.363821180732 54581.949461548102 22180.457399230771 -36417.109076069522 44459.667354491365 -19105.551639937046 -7374.6626815330301 -21551.056369598195 2520.2812550903545 -69780.38755170205 -151.82126869586077 -5535.8103308109748 56781.648471608554 -2303.7811812914538 -13335.432082209527 29839.381047053321 -334.64629523678502 -42745.634547697802 -2153.2204921276893 37293.483804845331 4953.2768361218214 -24736.436330200122 115102.32870576606 46997.868010857121 -43772.865370132589 9935.974077225872
leaf_weight=3322544 506908 1027 19103 61 4265 2841 4885 2303 1181 5244 3736 558 31079 858 12615 11517 2411 27382 6383 7138 6684 597 41630 891 7232 3306 812 1453 3511 33649
leaf_count=3322544 506908 1027 19103 61 4265 2841 4885 2303 1181 5244 3736 558 31079 858 12615 11517 2411 27382 6383 7138 6684 597 41630 891 7232 3306 812 1453 3511 33649
internal_value=0 -419.68 1313.83 13038.5 18097.3 32764.2 34095.1 -1193.66 -12765 -7404.23 5075.28 613.011 -3960.43 -14050.8 2004.38 4396.32 42059.6 -1843.67 -10694.5 2922.31 12846.8 24237.2 3283.55 7128.82 22218.1 3895.05 74393.2 11987.3 -24136.5 5990.78
internal_weight=0 751260 231888 13079 12052 7787 7726 519372 12464 10161 4917 218809 51040 19961 167769 103459 2969 64310 22509 41801 14419 7735 100490 58860 10388 48472 1703 8685 9894 45166
internal_count=4073804 751260 231888 13079 12052 7787 7726 519372 12464 10161 4917 218809 51040 19961 167769 103459 2969 64310 22509 41801 14419 7735 100490 58860 10388 48472 1703 8685 9894 45166
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=6 4 3 4 3 1 1 0 6 3 0 1 2 0 5 0 0 6 6 5 1 2 0 1 1 4 0 3 1 0
split_gain=1.80955e+13 3.7831e+13 8.4843e+13 6.76857e+13 8.30569e+13 1.51615e+14 7.89753e+13 1.17118e+14 9.50629e+13 9.44398e+13 1.32859e+14 9.55027e+13 1.01328e+14 8.02541e+13 1.0987e+14 9.47297e+13 7.667e+13 1.42746e+14 7.25754e+13 8.58478e+13 6.6698e+13 3.28019e+14 1.6584e+14 1.56434e+14 9.53524e+13 1.14973e+14 3.00192e+14 8.03812e+13 6.64798e+13 1.07233e+14
threshold=100.05000000000001 14.500000000000002 3.5000000000000004 11.500000000000002 9.5000000000000018 30.330566300000005 82.981285100000022 53.715816400000008 122.65000000000002 11.500000000000002 56.818587550000011 65.574968200000015 2632.5000000000005 57.14107305000001 3.5000000000000004 50.596941950000009 54.916864950000011 110.01500000000001 168.45000000000002 3.5000000000000004 37.290808600000013 2632.5000000000005 50.596941950000009 37.318079750000003 37.131181300000009 22.500000000000004 55.667390500000003 14.500000000000002 38.965413050000002 60.05226170000001
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 -2 -6 8 18 -5 10 -10 12 -12 15 -15 -11 17 -9 19 -8 21 24 -23 -22 -4 26 -26 -28 29 -3
right_child=1 2 20 6 5 -7 7 16 9 13 11 -13 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=36.324636587794629 -489.88710576962279 163.04966572246062 -121301.47156599814 -1400.7537925680153 87201.874056656641 -27742.443671576773 -31174.172557496491 337587.83965517243 11404.031423366821 -60920.780519405293 -98547.571986607159 -57994.723756009626 75354.012726040019 20744.537011718752 -188043.427525821 38189.919033789069 47609.797586872592 81031.105997910607 -173726.53794453939 91976.245281908894 113116.18768970927 74708.381514377383 -6749.52793467224 -362.79078499861203 -61411.106380550984 -128259.24854515256 256283.05587754364 21271.936647727274 -24791.267176414538 -190156.75062500002
leaf_weight=3956282 64758 2246 268 6856 122 1932 178 29 1810 157 35 65 785 44 59 250 259 86 24 83 122 263 5030 28414 285 127 43 22 3140 30
leaf_count=3956282 64758 2246 268 6856 122 1932 178 29 1810 157 35 65 785 44 59 250 259 86 24 83 122 263 5030 28414 285 127 43 22 3140 30
internal_value=0 -1222.84 -3721.05 65.7056 -1117.82 -20915.2 7441.99 40979.1 5245.3 19462.2 26929.6 58682.6 67931.4 -19997.8 -98852.5 -41.9724 77779.8 145728 -7313.72 7988.6 -1898.01 -11446.4 -2702.03 122.366 -73572.8 -46756.7 -17182.9 176741 -15358.8 -2345.56
internal_weight=0 117522 39990 77532 66812 2054 10720 659 10061 3205 2695 885 820 510 103 407 374 115 285 261 34574 6038 5293 28536 745 477 350 65 5416 2276
internal_count=4073804 117522 39990 77532 66812 2054 10720 659 10061 3205 2695 885 820 510 103 407 374 115 285 261 34574 6038 5293 28536 745 477 350 65 5416 2276
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=6 2 1 0 1 4 6 0 4 4 4 0 2 1 0 1 1 0 3 1 4 6 3 6 4 6 6 4 1 4
split_gain=1.6781e+13 6.28775e+13 9.65792e+13 8.25971e+13 1.8155e+14 1.85172e+14 1.43757e+14 1.31236e+14 1.59431e+14 3.35574e+14 1.20843e+14 2.06848e+14 1.12964e+14 1.47655e+14 1.42039e+14 1.17361e+14 2.3608e+14 2.56995e+14 1.32728e+14 1.68378e+14 1.6038e+14 1.57989e+14 1.43913e+14 1.35998e+14 1.17961e+14 1.37438e+14 1.15723e+14 1.15187e+14 1.12762e+14 1.14431e+14
threshold=112.00500000000001 2882.5000000000005 82.901648750000021 55.055052800000006 82.906746050000024 19.500000000000004 114.05000000000001 56.020150250000007 23.500000000000004 19.500000000000004 5.5000000000000009 54.86311005000001 6240.0000000000009 82.95992385000001 55.046782850000007 82.918694400000007 82.911604200000014 55.02095400000001 6.5000000000000009 82.93515810000001 12.500000000000002 116.05000000000001 10.500000000000002 122.65000000000002 15.500000000000002 134.05000000000004 149.05000000000004 14.500000000000002 83.754481100000007 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 10 5 -5 -6 8 9 -8 11 -4 -12 14 15 16 -14 -18 21 24 22 27 -21 -22 -20 -26 -16 -17 29 -15
right_child=1 2 3 4 6 -7 7 -9 -10 -11 12 -13 13 28 26 18 17 -19 19 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=26.53623210268006 2045.6173178110789 -7222.174767763081 -16707.699317140006 207106.84723046876 -90965.317546329941 31195.398408661913 37515.021059083163 -13725.265122729052 -134859.68378906252 303987.8175 79978.799216163083 53370.430680502614 7599.9662097849059 -105875.97509995793 -23732.949813776722 -2586.8227530715812 -154738.93966346156 182711.76249942894 36261.857244837352 57559.463463541673 49626.581541918684 -2707.4497040395117 334603.88437500002 -36088.917901633526 204526.192958734 -58176.427506510416 -146325.81949404764 -130180.45525270602 -435.75187790732343 -32820.587816369516
leaf_weight=4005334 28415 28548 732 100 129 149 862 719 48 50 151 992 466 297 924 117 26 171 171 75 279 2644 25 550 117 24 84 179 655 771
leaf_count=4005334 28415 28548 732 100 129 149 862 719 48 50 151 992 466 297 924 117 26 171 171 75 279 2644 25 550 117 24 84 179 655 771
internal_value=0 -1552.31 -4104.67 3629.61 21789 101843 10763.9 18579.9 42775.1 52124.3 -323.168 23615.7 -5664.95 -7372.17 203.535 7310.43 46398.3 138175 1112.08 28535.9 7189.42 -10463.8 126821 -7241.36 92096.5 159811 -33949 -79746.5 -33102.3 -53136.6
internal_weight=0 68470 40055 11507 2057 249 1808 1679 960 912 9450 1724 7726 7575 5852 4844 663 197 4181 1241 929 2940 100 829 312 141 1008 296 1723 1068
internal_count=4073804 68470 40055 11507 2057 249 1808 1679 960 912 9450 1724 7726 7575 5852 4844 663 197 4181 1241 929 2940 100 829 312 141 1008 296 1723 1068
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=6 5 1 6 0 6 2 0 1 2 1 4 6 1 0 1 4 0 0 4 6 3 1 2 6 0 5 0 2 4
split_gain=1.66148e+13 2.25538e+13 7.46429e+13 5.60075e+13 4.8039e+13 7.80116e+13 3.79262e+13 4.39977e+13 3.7383e+13 2.92697e+13 4.1992e+13 4.9693e+13 6.37656e+13 4.07544e+13 4.97984e+13 4.06815e+13 3.93974e+13 2.95108e+13 2.90303e+13 4.01423e+13 2.67054e+13 2.65007e+13 2.63493e+13 2.57368e+13 2.32682e+13 3.20167e+13 2.16519e+13 5.0403e+13 4.45064e+13 2.75647e+13
threshold=247.90000000000001 5.5000000000000009 39.939672500000007 134.05000000000004 59.939085000000013 118.04500000000002 5873.0000000000009 59.963561900000009 30.362494150000003 75.000000000000014 38.97264950000001 9.5000000000000018 189.00000000000003 37.804148700000006 55.418618900000006 39.749243900000003 14.500000000000002 56.858606850000008 55.759969450000007 4.5000000000000009 142.05000000000004 9.5000000000000018 30.303340300000002 2828.5000000000005 168.45000000000002 59.933037250000005 6.5000000000000009 55.660117850000006 2828.5000000000005 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 21 -6 7 8 22 -10 13 12 15 14 -11 -12 17 -16 23 -20 -21 26 -5 -4 -24 -26 28 -28 29 -3
right_child=-2 2 18 6 5 -7 -8 -9 9 10 11 -13 -14 -15 16 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.2931670035688605 7210.7016075910842 -105973.47095184326 73385.672819010419 17489.424049729569 -7431.5696289062507 -255986.20380434781 147145.59945652174 -92495.107946428587 95997.995260416676 91272.647295673087 -51875.561584051728 -73437.045703124997 229988.18238636362 -104525.31419719828 -157552.11157407408 126213.57285580842 81764.418973214284 -30989.795177801723 -180542.76607862907 -12989.652674329604 -98237.006405179796 -107378.56775535301 123010.80965834067 -34774.181201911699 -46332.247125000002 112163.15132211539 -37766.198745117188 104946.53843271684 42412.335257523147 28523.219199218755
leaf_weight=4069213 3193 64 24 104 28 23 23 35 30 39 29 26 22 58 27 23 21 58 31 74 73 27 71 264 25 26 50 49 54 20
leaf_count=4069213 3193 64 24 104 28 23 23 35 30 39 29 26 22 58 27 23 21 58 31 74 73 27 71 264 25 26 50 49 54 20
internal_value=0 -5.6561 -12705 3633.99 -30674.6 -119525 21149.7 16271.1 23081.1 1777 -7551.81 45489 87273.8 -33680.3 -5342.27 26894.6 -40889.3 -71191.9 -45383 -77131.2 -55323.4 -13510.3 54471.7 -25760.9 85997.6 34469.3 -2816.46 32869.4 -28417.2 -73950.4
internal_weight=0 4.07061e+06 1398 932 315 51 617 594 559 333 303 100 74 203 145 52 106 85 466 178 147 264 226 288 122 51 237 99 138 84
internal_count=4073804 4070611 1398 932 315 51 617 594 559 333 303 100 74 203 145 52 106 85 466 178 147 264 226 288 122 51 237 99 138 84
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 3 1 1 1 4 1 0 0 6 5 2 0 0 0 6 4 1 1 1 0 7 1 1 7 0
split_gain=1.54671e+13 1.72974e+14 5.04836e+14 4.42455e+14 3.2217e+14 2.42461e+14 1.79274e+14 2.18312e+14 1.75112e+14 1.71504e+14 1.63809e+14 2.36364e+14 4.67911e+14 1.58857e+14 1.69033e+14 2.63415e+14 2.47424e+14 2.37198e+14 2.76583e+14 2.32051e+14 2.31572e+14 2.24479e+14 2.21825e+14 2.07301e+14 2.42401e+14 1.96376e+14 1.87257e+14 2.09109e+14 1.80925e+14 1.67831e+14
threshold=9.5000000000000018 1.5000000000000002 43.205000000000005 63.855000000000011 45.177967300000006 8.5000000000000018 37.978059650000013 37.924401400000008 30.260128500000004 8.5000000000000018 30.303340300000002 56.324067350000007 56.228352100000002 79.015000000000015 3.5000000000000004 1250.5000000000002 55.840017500000009 51.567244500000008 55.111813300000001 91.02500000000002 5.5000000000000009 20.507515800000004 37.740454950000007 30.084656550000002 57.670849000000011 6.0000000000000009 65.574968200000015 65.534455000000023 6.0000000000000009 55.102137100000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 -5 -8 -10 12 -12 -3 15 16 28 -17 20 -18 -19 -22 -21 24 -20 29 27 -25 -15 -23
right_child=-2 5 3 8 -6 -7 9 -9 10 -11 11 -13 -14 14 -16 17 19 18 23 22 21 25 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-2680.9967834968083 181.49415043295139 -1045.7784102858302 1363.0904714784342 39657.390440946117 17116.2932349076 -8391.574991339714 -131.72366740500294 -31890.733513483763 -107938.08725663443 4119.4014147224361 -26484.304417391788 14339.190684658424 -172776.10940030366 10014.464281053182 -2411.7667054949966 -1354.2612255519946 -9371.9209164671647 8228.5143883301353 -291232.01289062499 -100132.84240080182 -8140.3185797746773 26385.816915505922 -16914.818730612362 7198.4941975196361 -27721.445521206329 63561.409506524906 -15397.441903752695 43099.196314264926 -28127.592291417899 169404.62184911524
leaf_weight=111157 2181312 1071015 19494 399 38864 41706 334860 2619 252 132431 1904 1064 247 4796 45353 24482 1608 8956 36 779 1342 7180 544 31342 1152 1978 3459 1711 1679 83
leaf_count=111157 2181312 1071015 19494 399 38864 41706 334860 2619 252 132431 1904 1064 247 4796 45353 24482 1608 8956 36 779 1342 7180 544 31342 1152 1978 3459 1711 1679 83
internal_value=0 -209.193 1123.06 9683.69 11854.1 -895.25 206.334 -3353.37 -23078.6 1073.05 -30298.6 -24213 -43283 -636.332 2576.76 5059.5 -10788 6883.53 10407 -34894.3 20062.7 30077.6 -65914.7 5402.62 -35706.6 35627.7 6740.2 9056.91 124.038 28020.2
internal_weight=0 1.89249e+06 643291 62224 58358 1.2492e+06 581067 113776 3866 467291 3467 3215 2151 1.2075e+06 136480 91127 9406 81721 57239 2931 19539 10583 1323 37700 1188 9241 36512 33053 6475 7263
internal_count=4073804 1892492 643291 62224 58358 1249201 581067 113776 3866 467291 3467 3215 2151 1207495 136480 91127 9406 81721 57239 2931 19539 10583 1323 37700 1188 9241 36512 33053 6475 7263
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=2 0 4 5 1 5 7 6 1 1 4 4 4 1 0 0 0 4 0 0 0 0 1 6 0 6 1 1 4 6
split_gain=1.83364e+13 1.2778e+14 2.36823e+14 1.43227e+14 1.31585e+14 1.28954e+14 1.48461e+14 2.97827e+14 2.69056e+14 2.41445e+14 2.43585e+14 3.59702e+14 7.33771e+14 4.18908e+14 3.71993e+14 6.05129e+14 5.33281e+14 4.762e+14 3.0461e+14 5.35552e+14 6.38677e+14 5.11891e+14 3.99068e+14 3.97504e+14 3.75791e+14 5.36453e+14 2.93972e+14 6.66156e+14 2.89171e+14 2.82953e+14
threshold=451.00000000000006 54.86311005000001 16.500000000000004 2.5000000000000004 39.723160900000003 1.5000000000000002 6.0000000000000009 38.205000000000005 36.593086150000012 36.593086150000012 9.5000000000000018 16.500000000000004 17.500000000000004 37.897576350000001 55.806294650000005 55.850146250000009 55.801384500000005 14.500000000000002 55.60524465000001 55.676890650000011 55.660117850000006 55.696737300000009 37.649344350000007 80.720000000000013 55.595177750000005 82.00500000000001 37.503969450000007 37.343102500000008 13.500000000000002 95.045000000000016
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 -1 -4 5 -3 8 -8 -7 -9 -11 13 -13 14 16 17 18 -16 24 20 23 22 -21 -20 -12 -26 27 -23 -29 -27
right_child=-2 4 3 -5 -6 6 7 9 -10 10 11 12 -14 -15 15 -17 -18 -19 19 21 -22 26 -24 -25 25 29 -28 28 -30 -31
leaf_value=-20937.403844356304 -94.740859252389967 -1104.6398683749999 29277.146516142344 220958.69407762098 -35552.350563504726 -23258.087887511301 42470.971871785005 72687.44915709889 3383.0599269440827 -14500.967736335469 7947.0878416447713 -24479.494016543496 500.40334740487179 51297.146795821551 143246.22902384502 15282.186069692425 -60551.017326762623 -59512.578210100452 18493.573023181922 13415.03638279742 -75053.514476267752 -163965.65281862745 183928.14572319135 -62435.952534403783 40937.697925085798 285686.0160802608 -4803.11040894298 62680.960604620843 223843.86946458646 -108135.8074404762
leaf_weight=4294 3396489 259632 105 62 1006 3843 1552 436 279348 13603 9766 14268 66878 2144 671 5126 1370 140 2273 259 2050 102 292 828 1433 139 5173 334 167 21
leaf_count=4294 3396489 259632 105 62 1006 3843 1552 436 279348 13603 9766 14268 66878 2144 671 5126 1370 140 2273 259 2050 102 292 828 1433 139 5173 334 167 21
internal_value=0 475.091 -16393.6 100440 586.93 641.043 1740.55 -1071.01 3021.53 -1601.14 -1856.1 -339.728 -3891.84 8587.42 5549.68 27981 48.1969 108245 3683.57 -7805.62 -31745.4 11684.5 103778 -3115.47 15293.1 60328.5 2899.3 68976.6 116402 233997
internal_weight=0 677315 4461 167 672854 671848 412216 129025 283191 127473 127037 113434 81146 32288 30144 5937 24207 811 22837 11478 5151 6327 551 3101 11359 1593 5776 603 501 160
internal_count=4073804 677315 4461 167 672854 671848 412216 129025 283191 127473 127037 113434 81146 32288 30144 5937 24207 811 22837 11478 5151 6327 551 3101 11359 1593 5776 603 501 160
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 1 4 6 4 6 4 1 6 4 1 1 1 0 0 1 0 1 0 4 6 6 6 0 0 4
split_gain=1.74464e+13 1.32445e+14 1.31952e+14 1.50505e+14 1.50659e+14 1.23062e+14 2.45561e+14 1.47591e+14 1.32541e+14 1.58131e+14 1.21704e+14 2.23959e+14 1.18762e+14 9.39397e+13 9.03012e+13 8.77201e+13 2.67585e+14 2.67843e+14 2.16771e+14 2.76237e+14 3.38839e+14 3.04958e+14 3.27267e+14 3.835e+14 2.67535e+14 3.20896e+14 2.32669e+14 2.216e+14 2.18085e+14 1.98405e+14
threshold=47.245981600000007 47.207933300000008 39.689978950000004 46.010000000000012 6.0000000000000009 39.735861600000007 14.500000000000002 120.05000000000001 6.5000000000000009 77.565000000000012 7.5000000000000009 39.803839700000005 87.015000000000015 24.500000000000004 38.91194105000001 38.989878900000008 38.977585500000011 45.109778000000006 45.059854000000009 38.97264950000001 45.047736150000013 38.965413050000002 45.047736150000013 9.5000000000000018 122.65000000000002 102.04000000000001 52.990000000000002 45.047736150000013 45.036141150000006 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 15 13 -4 5 8 7 10 12 -10 -7 -12 -5 14 -3 16 18 29 19 21 28 22 -1 -24 25 26 -23 -28 -21 -18
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=37.602990069506099 -93.918731031726708 -19666.370519915145 1558.6363288288367 15979.254451592302 -1768.7197585853419 544.52129742019338 -19333.603316369648 160427.89656918176 23492.594657070076 56731.024976189554 66563.157335756026 2494.6143990264463 -45014.500345594621 -17896.945247344196 3130.6803998741452 -825.23540276316896 18450.915987578523 -16456.423815237376 5521.1710243057405 9706.9786785431515 41424.178193614876 1000.5012290175259 -4253.685797335781 -45819.306142776972 127869.99760851667 -55501.044242767224 66506.79307306862 15590.769905818393 -32170.159878978186 93011.619338259494
leaf_weight=106352 3378038 1871 16536 2819 4515 1806 2161 76 4575 2083 1130 1055 360 2758 24360 419917 11820 2307 63217 1522 860 2653 6170 3467 223 566 1671 1750 6798 368
leaf_count=106352 3378038 1871 16536 2819 4515 1806 2161 76 4575 2083 1130 1055 360 2758 24360 419917 11820 2307 63217 1522 860 2653 6170 3467 223 566 1671 1750 6798 368
internal_value=0 455.988 4714.16 8662.62 14370.7 18906.6 7906.9 22381.1 25870.7 33891.5 19752.3 35628.5 9072.13 -341.239 1504.62 8.94373 1679.01 14788.1 705.81 -1599.79 -18332.7 -349.438 -1561.37 -19207.3 20133 16514.7 23225.4 40460.9 -24509.5 20702.2
internal_weight=0 695766 66105 37116 20580 16065 6228 4067 9837 6658 3991 2185 3179 28989 26231 629661 209744 14495 195249 132032 9180 122852 115989 9637 6863 6640 6074 3421 8320 12188
internal_count=4073804 695766 66105 37116 20580 16065 6228 4067 9837 6658 3991 2185 3179 28989 26231 629661 209744 14495 195249 132032 9180 122852 115989 9637 6863 6640 6074 3421 8320 12188
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 6 5 0 1 0 1 0 1 3 1 1 0 0 0 6 1 6 1 3 6 1 1 6 4 0
split_gain=1.69355e+13 8.65469e+13 2.09491e+14 2.23081e+14 1.59976e+14 1.51149e+14 1.56508e+14 1.16585e+14 1.95286e+14 2.28363e+14 1.46202e+14 1.64314e+14 1.66829e+14 1.47244e+14 1.12687e+14 1.09941e+14 1.69405e+14 2.55901e+14 1.6609e+14 1.66024e+14 1.54821e+14 1.49874e+14 1.33692e+14 1.22497e+14 1.63849e+14 1.17439e+14 1.16698e+14 1.05455e+14 1.02948e+14 1.39818e+14
threshold=45.085557650000005 16.500000000000004 19.500000000000004 45.082176650000008 39.069277450000008 116.05000000000001 2.5000000000000004 45.053967500000006 38.977585500000011 45.00849250000001 39.044653900000007 45.029425500000009 38.989878900000008 14.500000000000002 39.723160900000003 39.018051150000005 45.022979600000006 45.063245050000006 45.059854000000009 69.015000000000015 37.318079750000003 120.05000000000001 39.105193450000009 16.500000000000004 57.995000000000012 38.927872750000006 42.186961750000002 102.04000000000001 15.500000000000002 45.082176650000008
decision_type=2 2 2 2 2 2 2 2 2 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 4 15 5 6 -3 8 -8 -10 11 -11 13 -13 -6 16 20 18 -18 -19 23 -22 -17 -4 -25 -20 -24 -9 29 -1
right_child=-2 2 3 -5 14 -7 7 27 9 10 -12 12 -14 -15 -16 22 17 19 25 -21 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=956.9905620958798 -76.192320344400926 9296.1312485963917 26103.921225617039 25818.726160543392 -7591.7469665855115 -38515.750257850988 8334.2929125575101 20239.212798087938 -59261.268255068659 -13992.973145490754 143822.65276188636 64429.748939732148 69018.864665667585 370188.23946940107 11041.994561254038 -11893.597108896392 5243.0090887021124 -4284.6067677254732 -107544.78235887096 -55226.104982148972 -13845.234261300899 -119225.02732110508 13609.663226530958 15599.885135323662 357703.72101353237 31183.978326480385 -91631.980707067094 -46192.677705965907 -3669.8341462898579 -11583.306445350127
leaf_weight=320016 3574627 33079 314 2808 9753 609 973 1823 134 229 268 28 853 36 4864 17963 11778 1922 62 959 6131 138 3158 28 28 3864 109 275 67830 9145
leaf_count=320016 3574627 33079 314 2808 9753 609 973 1823 134 229 268 28 853 36 4864 17963 11778 1922 62 959 6131 138 3158 28 28 3864 109 275 67830 9145
internal_value=0 545.616 3140.95 -1552.13 7509.29 10905.5 11703.9 28946.8 43440 65505.8 77329.5 61779.7 80702.2 236419 -1391.12 -3206.61 1256.48 6154.56 11180.5 -21241.5 -12455 -16165 -8509.34 50403.1 186652 28993.2 10098.4 11531.5 -122.426 608.587
internal_weight=0 499177 102186 49262 52924 38307 37698 4619 2521 1548 1414 1146 917 64 14617 46454 25224 18585 15704 2881 6639 6269 21230 370 56 3926 3267 2098 396991 329161
internal_count=4073804 499177 102186 49262 52924 38307 37698 4619 2521 1548 1414 1146 917 64 14617 46454 25224 18585 15704 2881 6639 6269 21230 370 56 3926 3267 2098 396991 329161
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=4 4 3 6 5 1 7 1 1 0 3 4 0 0 1 1 0 0 1 0 7 6 4 0 1 2 0 0 1 0
split_gain=1.64808e+13 1.04334e+14 1.18298e+14 9.79605e+13 3.3968e+14 1.39048e+14 1.54201e+14 1.42294e+14 1.4952e+14 2.0315e+14 1.85243e+14 1.41257e+14 1.03344e+14 2.83801e+14 1.86801e+14 1.56488e+14 1.97188e+14 1.68648e+14 1.44676e+14 1.4235e+14 1.3926e+14 1.55211e+14 1.32341e+14 1.23917e+14 1.14496e+14 1.01377e+14 1.14342e+14 2.01216e+14 9.63581e+13 9.43944e+13
threshold=10.500000000000002 12.500000000000002 13.500000000000002 71.715000000000018 2.5000000000000004 30.277905650000005 6.0000000000000009 82.906746050000024 39.763755750000009 44.685196900000008 11.500000000000002 14.500000000000002 59.91832440000001 59.963561900000009 37.503969450000007 37.631035900000008 55.702806750000008 55.554045200000012 37.563506350000004 55.749683450000006 6.0000000000000009 62.375000000000007 20.500000000000004 59.898927250000007 30.472130500000002 75.000000000000014 55.775215600000003 55.783232450000007 37.343102500000008 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -7 -8 14 -14 20 16 17 -16 19 -18 -11 28 -19 -23 -25 26 -21 -28 -22 -5
right_child=1 3 -4 29 5 7 11 -9 -10 12 -12 -13 13 -15 15 -17 18 22 -20 25 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=155.64650169573883 -2607.8700131444871 90.772385997132915 -129073.47690033785 4082.1968298612355 7768.2790563105555 35896.756124775718 130181.80819912269 22460.428479084079 -3131.7413600369614 10014.193782099681 198701.62218377978 41488.401963949764 -46344.989809973064 15509.036761277135 -21312.504247572157 10675.564304332422 -239809.72650462962 26389.168356168375 -76547.770645580327 42659.916288176682 47687.201800470037 13615.127112065262 142455.38751124102 92828.121795506231 -68371.371660156248 106085.71369863013 -160763.72141523784 -10989.362907855155 107745.23904288777 -2281.8388197525178
leaf_weight=2547999 161117 1050780 74 25753 966 209 244 5805 12653 2904 105 680 1176 2009 540 10016 27 335 633 226 728 1864 139 371 50 73 113 435 422 245358
leaf_count=2547999 161117 1050780 74 25753 966 209 244 5805 12653 2904 105 680 1176 2009 540 10016 27 335 633 226 728 1864 139 371 50 73 113 435 422 245358
internal_value=0 -259.92 -2665.93 24.2827 446.158 9186.93 35704 7959.56 5556.41 10469.5 90337.9 64909.6 9332.75 -7329.37 12144.2 5070.47 -17198.7 16896.4 -40139.9 -13771.3 26134.3 39762.5 60425.5 24682.4 73683.3 -6565.85 -17190.6 -41873.5 69725.9 -1677.32
internal_weight=0 1.5258e+06 161191 1.36461e+06 1.0935e+06 42723 1890 40833 35028 22375 314 924 22061 3185 18876 12537 2521 1014 1507 874 6339 3435 474 2285 421 847 774 548 1150 271111
internal_count=4073804 1525805 161191 1364614 1093503 42723 1890 40833 35028 22375 314 924 22061 3185 18876 12537 2521 1014 1507 874 6339 3435 474 2285 421 847 774 548 1150 271111
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 1 4 1 0 4 0 0 6 5 6 4 0 1 4 0 4 4 4 0 1 0 1 1 7 1
split_gain=1.69538e+13 1.15247e+14 3.64966e+14 1.92612e+14 2.00843e+14 2.83737e+14 4.08588e+14 2.02464e+14 1.92148e+14 1.66045e+14 1.64265e+14 1.63804e+14 1.57984e+14 1.98179e+14 1.35897e+14 1.70181e+14 1.77987e+14 3.0543e+14 2.87034e+14 2.81564e+14 2.41461e+14 2.39286e+14 2.04246e+14 1.83843e+14 1.29539e+14 1.28817e+14 2.09359e+14 1.70901e+14 2.17195e+14 2.34058e+14
threshold=451.00000000000006 38.657016300000002 55.111813300000001 38.109452700000006 56.041614100000011 37.631035900000008 16.500000000000004 37.978059650000013 55.071632200000003 22.500000000000004 54.431501800000014 56.520242650000007 71.715000000000018 2.5000000000000004 54.010000000000012 20.500000000000004 55.633951400000008 38.166910000000009 19.500000000000004 55.348830750000012 11.500000000000002 17.500000000000004 13.500000000000002 55.303261650000003 38.430814800000007 55.462387050000011 36.865631950000008 37.425454150000007 6.0000000000000009 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 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 25 12 11 -8 -3 -4 -5 -7 13 -6 -12 16 17 -16 22 20 -19 -21 -18 -22 -17 26 -1 -28 -29 -30
right_child=-2 2 9 10 5 6 7 -9 -10 -11 14 -13 -14 -15 15 24 18 19 -20 21 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=17610.184509231596 -91.09895278850972 -4330.9753677416329 -11609.889241543193 159757.37870535714 -5244.3814121076512 -31272.357806186414 42511.120761326383 363331.59206081083 28438.14801909302 263242.60807883524 2857.4872963162802 -109406.93875521229 -28407.220652470663 22481.125852120924 88145.178495864195 -38423.068403635545 15429.36372461776 -36459.756195676047 238057.98126446758 44364.49063440194 157062.40022786459 -47124.416465963383 -17312.272367957696 -13094.570134663583 213354.04330357141 1060.6421940553896 -23592.080709649654 -2281.3017551877729 -52993.03221716109 44297.135809284657
leaf_weight=3843 3396489 3168 24169 70 16285 3748 42 37 4112 22 34002 289 2332 3063 787 759 7293 1145 54 3192 126 314 2579 128 21 526937 5274 31674 1556 294
leaf_count=3843 3396489 3168 24169 70 16285 3748 42 37 4112 22 34002 289 2332 3063 787 759 7293 1145 54 3192 126 314 2579 128 21 526937 5274 31674 1556 294
internal_value=0 456.828 -5452.35 744.774 241.969 -8388.49 -32458.4 192769 14178.2 -11359.9 6676.16 -36865.8 -3818.76 -855.13 6463.55 13940.9 16217.5 30314.8 8133.5 21036 -16892.5 36170.7 6875.81 71314 -31644.5 632.839 -4653.75 -6859.02 -4226.58 -37531.8
internal_weight=0 677315 31471 645844 595374 25796 4116 79 7280 24191 50470 4037 21680 19348 50400 16398 15618 5692 9926 4905 1399 3506 9872 254 780 569578 42641 38798 33524 1850
internal_count=4073804 677315 31471 645844 595374 25796 4116 79 7280 24191 50470 4037 21680 19348 50400 16398 15618 5692 9926 4905 1399 3506 9872 254 780 569578 42641 38798 33524 1850
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=4 1 6 0 1 1 0 0 0 3 1 0 5 0 4 0 6 6 7 1 4 6 6 6 6 0 4 1 0 1
split_gain=1.63263e+13 6.65127e+13 1.18851e+14 1.06102e+14 3.75561e+14 1.56561e+14 6.53053e+14 2.74266e+14 4.12945e+14 2.44171e+14 2.4357e+14 2.05761e+14 1.75991e+14 1.57874e+14 1.80129e+14 4.30753e+14 1.72698e+14 1.72441e+14 1.6864e+14 2.98302e+14 1.46709e+14 1.40608e+14 1.38674e+14 1.26244e+14 1.88007e+14 1.70888e+14 1.81091e+14 1.33602e+14 4.79661e+14 1.33153e+14
threshold=18.500000000000004 30.438492500000006 42.005000000000003 59.825842200000004 30.345769800000003 30.362494150000003 59.838047850000002 59.905532300000012 59.939085000000013 21.500000000000004 30.370944000000005 59.838047850000002 1.5000000000000002 59.990753350000013 20.500000000000004 60.034792100000011 59.815000000000005 61.805000000000007 6.0000000000000009 30.370944000000005 24.500000000000004 149.05000000000004 105.00500000000001 63.415000000000006 64.405000000000015 59.864072000000007 25.500000000000004 30.345769800000003 59.990753350000013 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 10 -9 -7 -8 -5 -11 20 17 16 -16 -15 19 -17 -10 23 -12 29 27 26 -26 -25 -29 -13
right_child=1 2 -4 5 -6 6 7 8 13 12 22 21 -14 14 15 18 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=79.989695418565333 33888.890816460727 1307.0865998274637 -2061.1814315741281 -34462.217208686248 -34908.153693960659 77561.189567614827 -114105.29436732701 -64610.146987408109 6995.529926679199 104768.52534446023 37599.561124739841 1440.6766561517106 350500.00793850812 -24575.270835736563 60074.090455767378 -55427.396318165353 167708.18200805114 61209.200219362174 20821.416721692436 21458.896280853034 -26103.285248216402 -155778.61221217105 -151974.32932692309 40552.619655377683 22143.000793172698 646.68734587720917 154934.66947620321 18566.137397203947 465957.62964285718 -12314.55941838324
leaf_weight=3512946 1133 155619 320531 1664 2648 624 112 897 2795 55 3642 33713 62 1865 458 906 221 268 5763 1139 2571 57 39 623 3295 11047 106 76 35 8894
leaf_count=3512946 1133 155619 320531 1664 2648 624 112 897 2795 55 3642 33713 62 1865 458 906 221 268 5763 1139 2571 57 39 623 3295 11047 106 76 35 8894
internal_value=0 -501.017 -960.338 2080.86 -14292.7 2845.85 10177.7 6871.9 1412.82 102418 31170.8 207.215 234985 5117.47 12181.4 18710.5 95106.7 -13796.9 12066.9 -12604.2 -8863.03 1204.52 35591 1359.36 9189.31 6681.08 26281.8 58561.1 159636 -1430.66
internal_weight=0 560858 476150 84708 3781 80927 21417 20676 16883 741 3793 59510 117 15986 10620 8487 679 2133 7808 2045 5366 57846 3681 57789 15182 14448 3401 734 111 42607
internal_count=4073804 560858 476150 84708 3781 80927 21417 20676 16883 741 3793 59510 117 15986 10620 8487 679 2133 7808 2045 5366 57846 3681 57789 15182 14448 3401 734 111 42607
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=6 6 2 4 1 1 3 1 0 0 0 0 0 6 5 0 6 6 0 0 1 1 4 0 4 1 0 4 0 0
split_gain=1.56418e+13 2.24119e+13 6.54483e+13 8.31702e+13 1.04258e+14 1.22658e+14 1.00912e+14 1.37314e+14 2.12909e+14 1.05797e+14 9.75596e+13 1.38971e+14 1.1728e+14 1.10374e+14 1.0595e+14 1.03196e+14 2.35686e+14 2.25004e+14 9.72978e+13 1.91117e+14 1.52889e+14 2.42234e+14 1.97437e+14 1.47748e+14 2.82709e+14 3.44332e+14 2.44978e+14 2.94301e+14 1.66969e+14 1.85631e+14
threshold=247.90000000000001 112.00500000000001 2875.5000000000005 4.5000000000000009 30.157841000000001 30.205407000000005 1.5000000000000002 39.939672500000007 60.034792100000011 55.759969450000007 43.6005307 56.288960650000007 56.006509350000009 189.00000000000003 4.5000000000000009 56.342669500000007 142.05000000000004 149.05000000000004 45.055912800000009 45.040161900000008 38.977585500000011 38.999037500000007 21.500000000000004 45.067157700000003 12.500000000000002 38.948208550000011 45.090603300000005 11.500000000000002 45.177967300000006 45.109778000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -8 12 -12 14 15 16 -13 -18 19 -7 22 -22 -21 24 25 -20 27 -25 29 -28
right_child=-2 2 -4 4 5 18 10 -9 -10 -11 11 13 -14 -15 -16 -17 17 -19 23 20 21 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=24.467063104868448 6996.3923227807172 18098.782511705413 -4519.3860348463741 54226.522042547498 -70910.689373585978 946.09517620289398 52151.877140580102 -59034.353602678573 -191748.6793918919 102894.10594254991 -38565.34631548827 209394.2426879883 -170956.31214564733 -124867.30465642757 59187.765437526134 -26384.449238767389 -183157.66302083334 169636.01293103449 -172220.90528296493 -145240.77698396382 86962.931280094213 -58458.882552299394 -15359.286210376797 -151144.3839001577 8387.9056338569626 131722.79324695122 -21887.892324066164 10674.714533943967 5513.3775408042738 128356.23089334239
leaf_weight=4005334 3193 334 38081 408 221 4968 174 175 37 263 1517 64 70 66 299 683 48 29 41 266 173 339 209 218 978 410 128 232 14616 230
leaf_count=4005334 3193 334 38081 408 221 4968 174 175 37 263 1517 64 70 66 299 683 48 29 41 266 173 339 209 218 978 410 128 232 14616 230
internal_value=0 -5.48799 -1843.5 1903.39 4118.09 3230.33 -11905.1 19382.5 41027.5 55454.2 -20485.3 -25038.2 -44404.9 811.126 8197.39 -10305.2 67582.3 -50287.3 3948.73 -7038.94 -47231.1 -9322.21 -88092.9 7831.22 38592.5 104092 4981.25 -67717.6 7166.01 74637.7
internal_weight=0 4.07061e+06 65277 27196 23437 23029 3759 809 634 597 2950 2776 1587 1189 1123 824 141 77 22808 5955 987 512 475 16853 1429 451 15424 450 14974 358
internal_count=4073804 4070611 65277 27196 23437 23029 3759 809 634 597 2950 2776 1587 1189 1123 824 141 77 22808 5955 987 512 475 16853 1429 451 15424 450 14974 358
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=4 0 3 3 4 6 0 1 1 0 1 6 0 1 6 0 1 0 6 0 1 6 2 6 1 2 0 2 5 0
split_gain=1.58137e+13 6.93806e+13 6.32469e+13 5.9598e+13 8.83629e+13 6.61967e+13 9.3032e+13 4.62802e+13 1.70316e+14 5.27607e+13 4.52942e+13 5.96393e+13 4.09814e+13 3.98674e+13 3.87506e+13 3.99937e+13 6.42814e+13 4.9724e+13 5.48788e+13 4.85462e+13 4.46321e+13 3.49486e+13 3.4481e+13 3.27689e+13 3.20314e+13 4.09444e+13 3.60395e+13 5.79355e+13 3.28967e+13 3.71052e+13
threshold=2.5000000000000004 60.034792100000011 7.5000000000000009 1.5000000000000002 1.5000000000000002 73.00500000000001 59.939085000000013 30.345769800000003 30.425503950000003 59.898927250000007 20.507515800000004 95.045000000000016 54.707511300000007 38.657016300000002 38.010000000000012 45.177967300000006 38.657016300000002 45.036141150000006 71.715000000000018 44.878071950000013 39.044653900000007 74.615000000000009 10876.500000000002 168.45000000000002 38.011626600000007 6877.0000000000009 43.687280500000007 9613.5000000000018 3.5000000000000004 56.791379400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 9 -9 -7 11 12 -6 -5 -12 16 19 -18 -19 -16 -20 -21 -17 -3 25 -10 27 -26 -28 -30
right_child=-2 23 -4 5 10 6 -8 8 24 -11 14 -13 -14 -15 15 22 17 18 20 21 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-2176.2710441685149 -33.152176999236531 -10808.917267112989 142278.53554687501 -7092.4327767873183 19300.552994791666 -36116.883880974267 142735.29868421052 278077.3175 -46305.066032947623 -218557.82513586959 1140.4793756113756 -45646.787180397732 165072.98012966581 1482.6412065503996 12731.892682553645 6076.0125436249509 15068.564340730332 27946.78955701302 100372.36855854274 -18068.080586492059 -16247.826197071567 -91498.15481853245 71022.143754465986 103961.86757812501 -76076.700873130889 72504.506741431454 -14756.916727340891 34228.462714385991 954.2428765270688 69441.30722319505
leaf_weight=18149 3961637 5058 32 6430 30 51 38 20 451 23 12069 33 54 34578 584 26520 2815 809 207 361 39 79 82 25 186 31 2390 64 872 87
leaf_count=18149 3961637 5058 32 6430 30 51 38 20 451 23 12069 33 54 34578 584 26520 2815 809 207 361 39 79 82 25 186 31 2390 64 872 87
internal_value=0 1170.91 1712.76 1670.74 3688.58 -1088.26 -13025 -14442.7 -13028.4 -92821.5 6125.31 68261.7 113011 138.081 5958.43 7804.63 16112.6 22007.8 40523.6 -6167.49 81883.8 -31252.1 6276.21 -10244.4 -14455.1 -38663.8 -11212.9 -47838.6 -8478.81 7167.36
internal_weight=0 112167 107084 107052 61831 45221 4213 4175 4101 74 43682 117 84 41008 43565 31496 4894 3870 1055 1024 246 440 26602 5083 4081 482 3599 250 3349 959
internal_count=4073804 112167 107084 107052 61831 45221 4213 4175 4101 74 43682 117 84 41008 43565 31496 4894 3870 1055 1024 246 440 26602 5083 4081 482 3599 250 3349 959
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=0 1 3 5 1 0 6 6 6 4 0 6 6 6 6 6 4 0 6 1 6 6 2 4 0 1 0 0 6 4
split_gain=1.66555e+13 6.18201e+13 4.8363e+13 5.46504e+13 4.13351e+13 4.629e+13 5.67941e+13 3.81061e+13 3.80622e+13 4.42305e+13 3.9299e+13 6.36848e+13 6.6081e+13 5.34587e+13 1.48504e+14 4.14659e+13 3.76577e+13 4.85881e+13 3.82745e+13 6.36777e+13 3.8056e+13 1.43329e+14 1.12382e+14 4.89091e+13 3.69252e+13 1.3143e+14 5.39477e+14 3.94153e+14 2.09689e+14 1.87322e+14
threshold=60.753246850000004 30.509101000000005 1.5000000000000002 2.5000000000000004 65.64204770000002 61.78914120000001 67.445000000000007 125.02000000000002 70.50500000000001 12.500000000000002 61.78914120000001 73.00500000000001 72.50500000000001 78.605000000000004 79.015000000000015 85.020000000000024 5.5000000000000009 61.78914120000001 74.615000000000009 118.02765200000002 91.02500000000002 92.02500000000002 8009.5000000000009 11.500000000000002 59.963561900000009 30.330566300000005 59.982409200000006 59.982409200000006 43.010000000000012 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=24 -2 4 8 5 -3 -7 -6 -4 10 11 12 -10 -12 -15 -13 17 -5 19 -18 23 22 -22 -20 -1 26 -26 28 -27 -30
right_child=1 2 3 16 7 6 -8 -9 9 -11 13 15 -14 14 -16 -17 18 -19 20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=35.793578305372861 -31448.454528733942 -88.404971297987331 1657.382567366988 13445.748382743062 7445.4745285838726 -10641.606542508403 -46401.715988498268 136968.57842221469 -43444.164740349268 19584.752302305638 38278.697921160798 8301.0028507812513 -204422.78872549022 -206195.38997093023 11377.451538085938 -86554.325093642983 7023.9646714096853 -3153.5713320160617 47951.845308334632 101836.31502753364 32251.487346540176 20429.075431218585 -222915.09748697921 4447.3103488346715 42909.44494710557 -3519.1844896134353 -388.17166419798741 -1470.0470766646142 -65390.270720249624 -24282.634090574182
leaf_weight=3866640 557 4039 31552 2974 1829 3308 513 23 51 205 134 125 51 43 116 73 4384 4332 929 72 28 938 45 358 2991 3989 75965 60345 1369 5826
leaf_count=3866640 557 4039 31552 2974 1829 3308 513 23 51 205 134 125 51 43 116 73 4384 4332 929 72 28 938 45 358 2991 3989 75965 60345 1369 5826
internal_value=0 1702.26 2031.27 3374.16 -4385.87 -7552.62 -15442.7 9054.02 1111.88 -20456.7 -34299 -59740.2 -123933 -8250.07 -47463 -26670.9 8579.33 3603.39 13962 8555.94 24444.6 9925.16 -125043 35850.4 -24.0178 -1560.84 1252.02 -4665.77 -21908.8 -32104.2
internal_weight=0 56679 56122 46410 9712 7860 3821 1852 32350 798 593 300 102 293 159 198 14060 7306 6754 4456 2298 1011 73 1287 4.01712e+06 150485 78956 71529 11184 7195
internal_count=4073804 56679 56122 46410 9712 7860 3821 1852 32350 798 593 300 102 293 159 198 14060 7306 6754 4456 2298 1011 73 1287 4017125 150485 78956 71529 11184 7195
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=2 0 4 0 0 1 1 1 0 1 4 0 7 1 1 4 4 0 1 4 1 4 7 4 6 0 4 0 1 2
split_gain=1.47605e+13 1.02944e+14 1.61016e+14 1.05269e+14 4.23229e+14 3.38018e+14 3.14237e+14 4.46038e+14 3.92013e+14 3.43566e+14 5.54683e+14 3.41839e+14 1.38229e+15 9.88438e+14 4.70885e+14 3.7725e+14 4.73595e+14 3.01887e+14 4.11333e+14 7.78573e+14 4.93379e+14 3.90483e+14 4.32912e+14 3.35252e+14 3.0154e+14 2.9778e+14 3.30313e+14 2.94858e+14 2.74941e+14 6.07285e+14
threshold=451.00000000000006 54.86311005000001 16.500000000000004 55.753967500000009 55.737027400000009 37.131181300000009 37.858952300000006 37.978059650000013 55.922096200000006 38.166910000000009 6.5000000000000009 55.759969450000007 6.0000000000000009 37.702956500000006 37.586700500000006 26.500000000000004 23.500000000000004 55.702806750000008 37.425454150000007 8.5000000000000018 37.924401400000008 21.500000000000004 6.0000000000000009 31.500000000000004 73.995000000000019 56.309668500000008 14.500000000000002 55.759969450000007 37.897576350000001 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -6 11 27 -9 -10 -11 12 -5 14 -14 16 -16 -3 19 -19 23 -21 -23 28 -22 -12 -27 -8 -20 -30
right_child=-2 3 -4 6 5 -7 7 8 9 10 25 -13 13 -15 15 -17 -18 18 20 21 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-18461.206556407455 -85.002431529267014 1876.6755636636617 81622.098791869386 20396.671897587308 -36368.730044250951 15463.631441239377 35809.309953539305 -7182.2890152535856 3770.4243495875326 7793.252524280746 112047.0142123367 1763.1950555184476 1941.5647598355145 79198.117775378865 -91868.753946488636 90832.323995248065 -214387.98101520387 23931.485303540121 5144.9914100188762 -64146.30135754068 -14579.940964879213 -51735.685792566146 51094.640329329697 -37743.109924087395 -79634.766059304806 46458.304688944627 -224271.01568227913 -18939.004852662605 -19590.516303640175 100867.28203585545
leaf_weight=4294 3396489 293645 167 3976 1317 28163 1023 33281 13326 2401 1101 215872 517 415 2109 97 371 2121 24359 3978 12946 929 732 1719 754 338 52 25620 759 933
leaf_count=4294 3396489 293645 167 3976 1317 28163 1023 33281 13326 2401 1101 215872 517 415 2109 97 371 2121 24359 3978 12946 929 732 1719 754 338 52 25620 759 933
internal_value=0 426.256 -14714.5 526.639 1650.29 13148.1 -865.704 -6368.22 -845.025 11404.4 37542.7 1034.73 -19974.6 -65718.8 -85156.6 -102630 -110197 661.727 -6585.14 -27716 -2631.06 -47142.3 -6418.53 5030.12 -18160.3 85449.1 10361.1 -16836.9 7852.55 46832.1
internal_weight=0 677315 4461 672854 372355 29480 300499 77142 50499 17218 3892 223357 7485 3509 3094 2577 2480 342875 49230 7760 41470 5639 1661 27770 13700 1491 390 26643 26051 1692
internal_count=4073804 677315 4461 672854 372355 29480 300499 77142 50499 17218 3892 223357 7485 3509 3094 2577 2480 342875 49230 7760 41470 5639 1661 27770 13700 1491 390 26643 26051 1692
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=2 6 5 0 1 6 1 1 0 1 7 0 4 7 1 1 1 7 6 1 0 0 0 0 0 7 4 1 1 4
split_gain=1.89064e+13 1.0238e+14 1.14821e+14 1.71735e+14 3.92673e+14 2.72475e+14 4.23164e+14 2.1273e+14 5.13111e+14 2.55439e+14 2.90326e+14 2.5393e+14 2.19155e+14 2.56426e+14 1.96782e+14 1.95849e+14 1.9177e+14 1.92321e+14 1.89723e+14 1.89e+14 3.40524e+14 3.0695e+14 2.96223e+14 3.63033e+14 1.8743e+14 2.13304e+14 1.72171e+14 1.67568e+14 1.55653e+14 1.81678e+14
threshold=36.000000000000007 94.02500000000002 2.5000000000000004 55.633951400000008 37.374856000000008 72.020000000000024 37.503969450000007 37.71815560000001 55.710673100000008 37.618684050000006 6.0000000000000009 55.685785750000008 22.500000000000004 6.0000000000000009 37.729575300000008 37.290808600000013 37.843405600000004 6.0000000000000009 48.810000000000009 37.425454150000007 55.876067900000002 55.728148450000006 55.801384500000005 55.850146250000009 55.840017500000009 6.0000000000000009 27.500000000000004 37.618684050000006 37.46219940000001 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 15 18 19 8 9 -8 -11 -9 13 27 -13 -5 -16 -18 -6 21 24 -7 -23 -24 -21 -26 28 -10 -20 -30
right_child=-2 -3 3 4 5 6 7 11 12 10 -12 14 -14 -15 16 -17 17 -19 26 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-33.273818197647707 59.684981086945861 11444.173455458702 4007.8110211696776 -8036.3575684786138 84302.852755932108 -34090.200752968849 82579.249054570813 -50431.688500385106 -17084.166323663652 -30587.606305465699 72728.888892169329 -87913.086252926296 15021.790908276816 -38163.212074855524 12187.431521166647 -68384.964461528056 -15178.950658396403 -109895.972512946 -46257.962306199828 39241.350315039184 -107821.90123982463 81053.734254302079 -87701.214547844225 164049.49231057364 62827.651979380127 211560.70869902486 39544.947200026683 24552.093536174754 -260926.37203125001 -14583.720876511181
leaf_weight=224535 3783399 6696 15628 819 188 1063 1021 1971 2375 640 473 287 3048 3183 2956 1566 1200 261 1801 2394 143 676 266 73 305 141 527 1630 30 14509
leaf_count=224535 3783399 6696 15628 819 188 1063 1021 1971 2375 640 473 287 3048 3183 2956 1566 1200 261 1801 2394 143 676 266 73 305 141 527 1630 30 14509
internal_value=0 -777.577 -1066.03 -4984.81 -8212.13 -5926.3 917.277 -5912.7 1850.93 46456.5 13319.6 -20300.1 -7448.42 -16976.7 -7674.87 -47661.5 -2461.3 -32099.7 -15599.2 26619.1 42748.2 3465.61 42797.5 -33489.4 50329.7 109849 -16712.7 -138.572 -18527.1 -15092
internal_weight=0 290405 283709 59174 43546 41161 24106 19045 12370 2134 1113 6675 10236 7188 4704 2385 4417 1461 17055 5061 2983 2078 1015 339 2840 446 16867 4005 16340 14539
internal_count=4073804 290405 283709 59174 43546 41161 24106 19045 12370 2134 1113 6675 10236 7188 4704 2385 4417 1461 17055 5061 2983 2078 1015 339 2840 446 16867 4005 16340 14539
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=4 3 6 3 6 0 0 1 6 4 4 7 4 4 0 0 6 1 4 1 6 1 0 4 6 1 1 6 1 1
split_gain=1.62082e+13 6.59821e+13 1.16768e+14 6.47315e+13 7.11292e+13 9.09466e+13 1.61593e+14 1.94192e+14 2.32539e+14 2.02752e+14 3.20658e+14 1.31259e+14 1.27174e+14 1.24425e+14 1.04794e+14 1.66863e+14 1.51732e+14 1.65343e+14 1.94128e+14 1.75147e+14 1.57027e+14 1.4671e+14 1.37912e+14 2.00378e+14 1.22037e+14 1.21382e+14 1.67068e+14 1.1306e+14 1.58528e+14 1.63109e+14
threshold=18.500000000000004 22.500000000000004 63.855000000000011 12.500000000000002 42.205000000000005 59.898927250000007 59.905532300000012 30.438492500000006 106.49500000000002 23.500000000000004 22.500000000000004 6.0000000000000009 25.500000000000004 19.500000000000004 55.768246800000007 55.737027400000009 67.91500000000002 37.924401400000008 21.500000000000004 49.195555600000006 75.605000000000004 37.768783500000005 55.783232450000007 36.500000000000007 49.010000000000012 37.682335600000009 37.586700500000006 61.025000000000006 37.631035900000008 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 9 10 11 -7 13 -9 15 -6 -17 18 20 -19 -18 -20 23 24 -16 26 -22 28 29 -26
right_child=3 2 -4 -5 5 6 -8 12 -10 -11 -12 -13 -14 -15 22 16 17 19 21 -21 25 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=81.399240703795797 618.93858935987612 26073.833243534486 -268836.31650000002 641.31685656839534 -2523.2955487896766 113018.65940438873 561.19402557498984 87163.463584408979 -171301.22055921052 -181371.64419642859 280121.24146291474 20638.068545316448 57889.009178916182 -23196.643175268957 24609.151197204592 3155.1649574796979 190954.55811142339 -23157.193993498149 16609.751111083442 90799.013475690575 77620.170720418304 108708.13948638061 -5586.1545650070166 -316507.02656250005 -54786.120812209119 185302.90014740569 -167820.19183725212 -17965.245562025051 -28232.333662666279 -194094.65542377674
leaf_weight=3512892 102628 29 25 263679 96305 319 21386 115 38 28 81 297 364 915 400 4750 164 684 902 168 96 214 64986 24 188 53 39 1392 491 152
leaf_count=3512892 102628 29 25 263679 96305 319 21386 115 38 28 81 297 364 915 400 4750 164 684 902 168 96 214 64986 24 188 53 39 1392 491 152
internal_value=0 79.7001 -110459 -499.203 -1511.16 -2634.81 3192.31 29279 69835.4 82474.3 93073.6 68478 7080.68 -10874.9 -3437.04 -1434.72 13393.4 34355.3 54693.2 -686.956 119444 34270.2 -6497.51 -28872.1 -26240.3 57061.7 6715.18 -35390 -64577.9 -117065
internal_weight=0 3.51295e+06 54 560858 297179 194551 23543 2157 763 725 697 616 1394 1030 171008 103375 7070 2320 1468 852 352 1116 67633 2647 2623 188 135 2223 831 340
internal_count=4073804 3512946 54 560858 297179 194551 23543 2157 763 725 697 616 1394 1030 171008 103375 7070 2320 1468 852 352 1116 67633 2647 2623 188 135 2223 831 340
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 3 7 1 1 0 0 1 1 1 0 0 1 4 6 4 4 0 1 5 0 6 1 6 1 0
split_gain=1.58941e+13 1.51018e+14 4.03231e+14 3.57011e+14 2.60916e+14 1.96286e+14 1.58292e+14 1.53263e+14 1.42812e+14 1.41703e+14 1.69322e+14 2.53815e+14 1.73337e+14 3.72151e+14 2.89014e+14 2.87061e+14 2.54866e+14 1.61055e+14 2.10038e+14 1.56662e+14 1.57499e+14 1.57501e+14 1.86691e+14 1.76056e+14 1.83786e+14 1.56882e+14 1.52843e+14 1.48526e+14 1.33128e+14 1.92884e+14
threshold=9.5000000000000018 1.5000000000000002 43.205000000000005 63.855000000000011 45.177967300000006 8.5000000000000018 6.0000000000000009 82.648284550000014 30.260128500000004 45.073441650000007 44.990874950000006 38.893394150000006 39.873894000000007 37.804148700000006 44.685196900000008 44.249882500000005 39.735861600000007 4.5000000000000009 52.610000000000007 2.5000000000000004 3.5000000000000004 43.687280500000007 39.689978950000004 2.5000000000000004 43.6005307 77.565000000000012 42.186961750000002 142.05000000000004 30.303340300000002 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -1 -5 10 12 -12 13 -3 16 26 17 18 -15 -20 21 22 25 24 -24 -21 -14 -18 -10 -30
right_child=-2 5 3 8 -6 6 -8 -9 28 -11 11 -13 15 14 -16 -17 27 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-484.7355960807206 183.98255252119773 6845.4218706887787 1192.0458203596252 35909.756091155628 15368.780063795974 -9345.5212657682096 14120.189546801979 3991.1530972126584 -97257.941074528775 -1024.6286307828404 -44669.421013618441 8011.1025732602857 18719.365564351563 -11430.598058940463 -33077.086313450985 -18785.813156731761 -31509.768986025443 -7374.4809608839996 -20785.028213864131 139802.70600585939 20740.77921576683 35827.575078890935 231923.30389994962 25124.804493268333 21057.338894357992 474135.62537500006 3615.7503936123962 108646.65362723214 -39006.815785751452 13046.441136611136
leaf_weight=490424 2181312 17284 19494 399 38864 38600 3106 90643 252 1059746 932 48907 8065 1932 5207 5102 4187 13634 479 32 1406 510 124 192 62 25 39592 77 2151 1064
leaf_count=490424 2181312 17284 19494 399 38864 38600 3106 90643 252 1059746 932 48907 8065 1932 5207 5102 4187 13634 479 32 1406 510 124 192 62 25 39592 77 2151 1064
internal_value=0 -212.061 1032.77 8683.57 10633.2 -853.101 -7597.94 213.476 -20745.8 -620.139 2281.11 7025.97 -134.158 -4682.44 -11832.4 3758.25 -6950.6 -1844.69 13987.6 31340.2 41960.3 73531.4 117736 92296.3 161635 286440 6171.74 -28978.8 -27266 -21779.9
internal_weight=0 1.89249e+06 643291 62224 58358 1.2492e+06 41706 581067 3866 1.2075e+06 147749 49839 97910 45151 27867 52759 22660 18396 4762 2830 2351 945 435 378 186 57 47657 4264 3467 3215
internal_count=4073804 1892492 643291 62224 58358 1249201 41706 581067 3866 1207495 147749 49839 97910 45151 27867 52759 22660 18396 4762 2830 2351 945 435 378 186 57 47657 4264 3467 3215
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=4 3 1 2 2 1 1 6 2 6 0 1 0 0 6 5 2 3 0 1 2 2 5 6 6 5 0 6 0 0
split_gain=1.53842e+13 5.66093e+13 5.79423e+13 4.86517e+13 4.94136e+13 7.09753e+13 1.02831e+14 6.02699e+13 7.93266e+13 5.63387e+13 5.53407e+13 5.36174e+13 5.23857e+13 1.33187e+14 6.90955e+13 6.79527e+13 4.82534e+13 4.78551e+13 3.99943e+13 6.57281e+13 1.11167e+14 4.82299e+13 1.23515e+14 6.99759e+13 1.23022e+14 8.04893e+13 8.30774e+13 4.23836e+13 3.89206e+13 1.6949e+14
threshold=2.5000000000000004 7.5000000000000009 38.109452700000006 6426.0000000000009 2892.5000000000005 39.231261550000006 39.723160900000003 59.815000000000005 2851.5000000000005 69.015000000000015 57.57007620000001 40.024897700000004 45.047736150000013 45.125532050000011 75.010000000000005 4.5000000000000009 2599.0000000000005 1.5000000000000002 44.878071950000013 37.543519500000009 2599.0000000000005 75.000000000000014 2.5000000000000004 50.010000000000012 55.805000000000007 1.5000000000000002 55.737027400000009 142.05000000000004 43.472751400000007 43.550475500000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -8 10 -7 28 -12 15 14 -14 -4 -15 -17 -1 -20 21 22 23 25 -25 -21 -27 -23 -9 -30
right_child=-2 -3 3 -5 -6 6 7 8 -10 -11 11 -13 13 16 -16 17 -18 -19 19 20 -22 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=12018.881484060395 -32.698907483943792 132110.19616477273 -2769.5407109807998 -2513.5857047668192 5642.9433179304224 -16841.630614579532 2185.601408403104 73121.519147359926 -31124.617018161029 -63747.955283708245 50354.593376659293 -26493.44857295867 24893.974238607043 11124.06954863626 77268.995975845915 204650.10336371529 -3330.3953680304339 5963.3264914772735 -2480.9006543262772 50343.652364864865 -44549.273280302885 -1961.6040278220662 -186250.39956341914 230304.24398716516 -68861.41342592593 11739.303593750001 -253187.2609913793 131805.44615885417 -231478.18851102941 -6646.7066521270044
leaf_weight=1276 3961637 33 6381 19340 38524 2188 15526 58 1363 290 339 124 1795 4882 293 27 4383 22 9725 37 1111 1813 51 28 27 20 29 24 34 2424
leaf_count=1276 3961637 33 6381 19340 38524 2188 15526 58 1363 290 339 124 1795 4882 293 27 4383 22 9725 37 1111 1813 51 28 27 20 29 24 34 2424
internal_value=0 1154.9 1116.36 1979.88 3084.77 628.921 -3122.77 -727.049 -11142 -22331.1 -1999.26 29773.3 5343.27 9427.91 32243.5 -1868.69 4286.09 115444 -4867.58 -6542.44 -19121.6 -5198.37 -52887.7 -4650.13 83441.1 -60987.6 -145054 -213.967 -7846.12 -9756.66
internal_weight=0 112167 112134 97993 78653 40129 22346 19868 4342 2478 2979 463 17783 11353 2088 6430 9265 49 14141 12865 3140 2029 192 141 55 86 49 1837 2516 2458
internal_count=4073804 112167 112134 97993 78653 40129 22346 19868 4342 2478 2979 463 17783 11353 2088 6430 9265 49 14141 12865 3140 2029 192 141 55 86 49 1837 2516 2458
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=2 5 1 0 2 0 1 6 6 1 0 6 1 6 6 5 1 1 0 7 1 0 0 6 1 6 6 1 4 0
split_gain=1.52415e+13 1.05505e+14 1.60781e+14 2.41865e+14 1.79716e+14 2.81106e+14 2.6205e+14 3.85811e+14 2.6709e+14 6.10613e+14 3.99248e+14 3.00678e+14 2.9195e+14 2.67795e+14 2.4567e+14 3.21996e+14 2.40696e+14 4.91442e+14 6.91924e+14 5.22833e+14 6.13369e+14 3.98042e+14 3.00166e+14 2.7127e+14 2.62573e+14 2.32078e+14 2.31637e+14 2.80762e+14 3.09503e+14 2.22438e+14
threshold=451.00000000000006 1.5000000000000002 38.657016300000002 55.123213100000008 75.000000000000014 55.633951400000008 37.374856000000008 56.010000000000012 72.020000000000024 37.488790500000007 55.850146250000009 118.04500000000002 37.740454950000007 36.905000000000008 78.010000000000005 2.5000000000000004 37.475446350000006 37.425454150000007 55.60524465000001 6.0000000000000009 37.46219940000001 55.622114900000007 55.520061350000013 69.015000000000015 37.234509300000006 58.995000000000012 64.015000000000015 37.804148700000006 14.500000000000002 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -7 12 10 -10 -11 13 -8 15 -6 17 24 19 -19 23 22 -18 -21 25 -3 27 28 -14 -17
right_child=-2 2 3 -5 14 6 8 -9 9 11 -12 -13 26 -15 -16 29 21 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1140.8619320520963 -86.376242314735336 38919.086588154947 11575.745841906188 -13404.997507093234 2876.2364693427871 10541.2764250934 49040.164495493147 -41567.660364436408 27279.534150487525 681.98153029257128 121849.78206942836 -98241.146328234914 7776.3823170554888 -7764.4642446255984 -4027.7167848374165 3220.3603808434382 -22790.786303818222 68633.235668339577 -60932.65512747402 33910.329632203269 -39842.73985151379 54572.508654054189 13180.145114913415 -18417.158971582157 20881.79766232062 -41735.995095427148 -21621.55272303021 -3427.1824150735215 45390.189189083918 17952.269149424596
leaf_weight=261462 3396489 484 5165 15528 134750 2215 839 3963 5480 25548 486 311 5524 76661 33394 15963 2617 927 2613 2771 3815 2100 20430 1542 9091 1357 2520 7503 3622 28634
leaf_count=261462 3396489 484 5165 15528 134750 2215 839 3963 5480 25548 486 311 5524 76661 33394 15963 2617 927 2613 2771 3815 2100 20430 1542 9091 1357 2520 7503 3622 28634
internal_value=0 433.146 1422.78 -7169.77 1872.74 -430.279 -2767.69 -22885 -1800.44 6145.52 34983.4 -507.743 -4416.38 -7149.51 3847.51 5313.86 6162.46 -1327 -15600.6 -2519.14 -10634.1 12893.4 9095.63 15202 13907.6 -20531.7 6633.6 10910.3 22672.2 12679.1
internal_weight=0 677315 415853 20693 395160 182419 134672 6178 128494 31825 5966 25859 96669 77500 212741 179347 47747 22600 11668 9055 8128 25147 23047 4313 10932 1841 19169 16649 9146 44597
internal_count=4073804 677315 415853 20693 395160 182419 134672 6178 128494 31825 5966 25859 96669 77500 212741 179347 47747 22600 11668 9055 8128 25147 23047 4313 10932 1841 19169 16649 9146 44597
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 4 0 1 1 0 2 3 0 1 6 4 4 3 0 1 0 4 1 1 1 0 6 1 0
split_gain=1.5605e+13 1.5224e+14 1.15914e+14 9.69563e+13 1.16182e+14 1.67223e+14 1.26263e+14 3.23634e+14 1.98512e+14 1.92118e+14 1.93377e+14 1.75988e+14 1.2336e+14 1.09578e+14 1.21158e+14 9.719e+13 9.54753e+13 8.5917e+13 7.37171e+13 6.91074e+13 1.89067e+14 8.4718e+13 6.83229e+13 6.60314e+13 6.43924e+13 6.07829e+13 1.18333e+14 2.20076e+14 1.51156e+14 1.30255e+14
threshold=31.500000000000004 56.83050475000001 56.838524800000009 37.290808600000013 37.318079750000003 37.374856000000008 32.500000000000007 55.768246800000007 37.682335600000009 37.534144550000008 56.818587550000011 3191.5000000000005 21.500000000000004 55.667390500000003 37.543519500000009 54.410000000000004 33.500000000000007 33.500000000000007 3.5000000000000004 55.568628050000008 37.858952300000006 53.175387700000009 36.500000000000007 37.475446350000006 50.136929700000003 37.631035900000008 55.743464250000009 75.605000000000004 37.425454150000007 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 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 18 -9 -11 -10 -12 14 16 -15 -8 25 -7 21 -21 -16 23 -19 -23 26 27 -17 -29 -28
right_child=1 2 -4 4 5 6 13 9 11 10 12 -13 -14 15 19 17 -18 22 -20 20 -22 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=14.838685266262548 75849.38476650216 -87025.546169517795 -18887.555355270513 -30849.646080516402 81006.854569105941 132849.04376531864 -12708.84514817032 113630.58043176777 -78865.832177057397 21314.935894611343 96952.128989753182 54234.468726908373 349077.4255787037 1837.4253535934681 -61886.802959168635 -177528.99651845638 72579.595513828972 -75846.966627358503 8769.2313372264889 -97070.912913093212 111227.94543750001 90031.290756092902 -8959.1140814279497 41170.042655160498 21705.003845207102 -13239.262892155955 85499.511995774868 -201411.06000000003 81151.017931189912 -33222.376910828687
leaf_weight=4050521 167 290 1795 1201 259 51 1102 338 577 1451 69 120 27 6762 53 149 149 53 783 104 75 460 1688 535 197 3006 98 25 78 1621
leaf_count=4050521 167 290 1795 1201 259 51 1102 338 577 1451 69 120 27 6762 53 149 149 53 783 104 75 460 1688 535 197 3006 98 25 78 1621
internal_value=0 -2581.47 -28364.8 -45.4678 -648.123 1181.03 124.622 17591.9 -16561.6 45331.5 30409 -55950.4 167862 -3568.87 17507.6 -6787.11 -2550.59 -14827.8 16356.8 45733.4 -9794.85 59732.8 1266.74 30622.6 69543.8 -22187.9 -35835.5 -99830.6 12568 -26454.1
internal_weight=0 23283 2085 21198 21031 19830 19571 3416 1531 1885 1547 697 96 16155 2140 14015 1251 7253 834 889 179 710 2276 588 657 4977 1971 252 103 1719
internal_count=4073804 23283 2085 21198 21031 19830 19571 3416 1531 1885 1547 697 96 16155 2140 14015 1251 7253 834 889 179 710 2276 588 657 4977 1971 252 103 1719
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=6 7 0 5 4 5 0 5 4 1 6 3 4 0 4 3 1 1 3 3 4 6 0 0 0 0 2 1 1 1
split_gain=1.5427e+13 2.51317e+13 2.71515e+13 5.08687e+13 5.27164e+13 3.7147e+13 7.34422e+13 3.06535e+13 3.26831e+13 2.52493e+13 2.50709e+13 2.47036e+13 2.37305e+13 2.25517e+13 2.22815e+13 1.80389e+13 2.04992e+13 1.62607e+13 3.6919e+13 1.61541e+13 1.58723e+14 1.29197e+14 9.12921e+13 2.49437e+14 1.01479e+14 3.082e+14 1.09518e+14 9.91783e+13 9.91474e+13 1.45254e+14
threshold=19.050000000000004 6.0000000000000009 57.892117950000006 3.5000000000000004 5.5000000000000009 4.5000000000000009 54.988402950000008 3.5000000000000004 9.5000000000000018 41.966773150000002 15.450000000000001 5.5000000000000009 9.5000000000000018 57.14107305000001 13.500000000000002 4.5000000000000009 39.718675700000013 118.02765200000002 2.5000000000000004 4.5000000000000009 6.5000000000000009 59.245000000000012 55.080855950000007 55.055052800000006 59.882709350000006 60.002985000000002 3338.0000000000005 82.948524700000021 37.343102500000008 37.234509300000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 7 -7 13 11 -10 -3 15 17 -1 -12 16 -9 -4 -19 -2 21 -21 23 -23 28 -26 -27 -25 29 -24
right_child=19 10 3 4 -6 6 -8 8 9 -11 14 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 24 27 25 26 -28 -29 -30 -31
leaf_value=-3682.1890276128806 225.69517103072496 25473.487740745291 -4788.0336578883216 21433.640740966799 217492.47233072916 86606.678652343748 -138880.72556715747 77869.204498106061 182217.04815340909 43050.453747558597 -17609.601247894141 -63019.917100694453 53123.414584073158 -16580.468778514736 13920.382190830438 95816.143847656262 -15148.216757347471 -11252.484875488282 110176.14659598214 -1367.9219741086049 109.24903920768723 -9203.8311348699699 12708.758844462523 -11229.635165810199 -40109.21551748347 58141.81589535901 684.07954991540248 -78629.158628927253 -2167.3918176163115 107538.05154687499
leaf_weight=16362 1906583 604 653 32 24 20 52 33 22 32 422 36 99 1478 478 32 84 62 42 158768 1936151 25979 2098 309 2476 411 1720 744 17823 175
leaf_count=16362 1906583 604 653 32 24 20 52 33 22 32 422 36 99 1478 478 32 84 62 42 158768 1936151 25979 2098 309 2476 411 1720 744 17823 175
internal_value=0 -2731.84 -3713.71 13122.9 105459 -4559.67 -76245.3 -4274.18 31301.4 99748 9713.22 11322.3 7082.22 -4750.78 -863.677 29284.2 11087.5 1060.98 37786 13.862 -174.281 -2782.11 -7122.09 -11137.8 -2727.8 -16114.1 11765.8 -58851 340.999 20009.7
internal_weight=0 20567 19063 912 56 18151 72 18079 239 54 1504 185 856 17840 900 149 117 757 104 4.05324e+06 2.14665e+06 210503 51735 27032 24703 4607 2131 1053 20096 2273
internal_count=4073804 20567 19063 912 56 18151 72 18079 239 54 1504 185 856 17840 900 149 117 757 104 4053237 2146654 210503 51735 27032 24703 4607 2131 1053 20096 2273
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 7 0 5 0 3 6 6 1 5 0 4 1 4 6 4 0 5 0 1 4 1 0 1 4 5
split_gain=1.46524e+13 1.24757e+14 1.62099e+14 1.01272e+14 2.99346e+14 9.44699e+13 2.16975e+14 2.1603e+14 1.4165e+14 9.28963e+13 8.84957e+13 8.29639e+13 7.89189e+13 1.20737e+14 1.04866e+14 7.66525e+13 8.53236e+13 8.05743e+13 7.61476e+13 8.53659e+13 1.47367e+14 1.56567e+14 1.16289e+14 1.64505e+14 1.34079e+14 1.08357e+14 1.01525e+14 1.39619e+14 1.9312e+14 1.42499e+14
threshold=56.805000000000007 59.245000000000012 30.410676000000006 60.005000000000003 38.011626600000007 6.0000000000000009 55.013931500000005 1.5000000000000002 54.932051950000009 4.5000000000000009 62.995000000000012 57.715000000000011 20.507515800000004 1.5000000000000002 54.810424650000009 11.500000000000002 30.330566300000005 4.5000000000000009 49.010000000000012 7.5000000000000009 55.737027400000009 1.5000000000000002 55.702806750000008 37.600779750000008 24.500000000000004 37.71815560000001 55.579943700000008 37.442254400000003 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=18 2 11 4 -3 7 -7 8 -4 -10 12 -2 13 -5 -15 16 17 -13 -1 20 -20 -22 23 24 26 -25 -21 -28 29 -29
right_child=1 3 5 10 -6 6 -8 -9 9 -11 -12 15 -14 14 -16 -17 -18 -19 19 22 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=117.51019011268477 -17921.988399770384 6252.8740214640602 11499.274239503322 180648.85429687501 -6722.9227580506504 11291.403073120367 1047.9191108165408 2530.4583284332575 -3026.7806017164844 -27770.630670103943 -200.29619360505353 47942.927645767319 2288.1104632931369 2537.0963276539678 107161.48774373709 6940.4167735149094 -34323.622546629449 -8354.8893058189988 -1818.6547403619679 4932.0153510768641 25945.290293361639 3357.9793072896109 -4146.4555082141769 -17075.519506841993 -13436.006329202688 -1169.6685750072845 5875.3116920242455 153612.54589120371 83636.873999260424 19149.57421961402
leaf_weight=2069790 5302 24081 1784 54 67935 38100 45222 116848 2207 4855 1062550 286 143002 460 121 4488 1207 2288 90847 14302 3248 55630 157057 4411 2790 147537 3769 81 631 2921
leaf_count=2069790 5302 24081 1784 54 67935 38100 45222 116848 2207 4855 1062550 286 143002 460 121 4488 1207 2288 90847 14302 3248 55630 157057 4411 2790 147537 3769 81 631 2921
internal_value=0 245.724 2433.08 -129.316 -3327.1 3120.71 5731.88 1389.78 -13677.6 -20037.7 114.633 -8157.59 2444.31 37619.9 24326.3 -1896.76 -12386.4 -2099.58 -146.374 -1276.67 706.999 4604.01 -2167.24 -405.464 7199.67 -1631.41 9852.34 19359.3 33348 22777.7
internal_weight=0 1.52079e+06 222587 1.2982e+06 92016 209016 83322 125694 8846 7062 1.20619e+06 13571 143637 635 581 8269 3781 2574 2.55301e+06 483224 149725 58878 333499 176442 24494 151948 21704 7402 3633 3002
internal_count=4073804 1520790 222587 1298203 92016 209016 83322 125694 8846 7062 1206187 13571 143637 635 581 8269 3781 2574 2553014 483224 149725 58878 333499 176442 24494 151948 21704 7402 3633 3002
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1 1 1 4 0 1 6 4 4 1 0 6 4 0 1 1 0 4 0 1 1 2 4 0 4 0 5 7 0 6
split_gain=1.58679e+13 1.92818e+14 2.61026e+14 2.17142e+14 2.25077e+14 4.52865e+14 3.81464e+14 3.09491e+14 2.59383e+14 1.86712e+14 2.52293e+14 2.15303e+14 2.0328e+14 1.98727e+14 2.30585e+14 1.83805e+14 5.92943e+14 1.97853e+14 1.78317e+14 1.77705e+14 2.4614e+14 2.97224e+14 2.21853e+14 2.13898e+14 2.07011e+14 1.94741e+14 1.74242e+14 1.64305e+14 1.65932e+14 1.61239e+14
threshold=82.918694400000007 82.860505900000007 65.64204770000002 4.5000000000000009 55.055052800000006 82.886781200000016 72.50500000000001 18.500000000000004 14.500000000000002 82.901648750000021 55.039488700000007 110.01500000000001 23.500000000000004 55.02095400000001 82.906746050000024 82.648284550000014 57.113979900000011 14.500000000000002 54.973017600000006 65.534455000000023 61.438154000000004 6082.0000000000009 4.5000000000000009 57.113979900000011 23.500000000000004 55.102137100000007 4.5000000000000009 6.0000000000000009 57.15297970000001 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 19 -3 7 6 -6 18 -7 10 -9 29 13 -11 -15 16 -4 26 -5 20 -1 24 23 -21 25 -22 -17 28 -26 -12
right_child=-2 3 15 4 5 8 -8 9 -10 12 11 -13 -14 14 -16 17 -18 -19 -20 22 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=113.74610521920586 -397.0381624000093 -15120.160613939755 -25887.77860779273 -3360.3899229026024 65189.092659254806 7340.0546113882274 446480.35596590908 10465.853505678195 35155.321352231251 160.8359983432218 10986.051182047528 -152553.46335807291 -6748.8717617384209 44726.376385377582 193005.64849051341 3431.4983449472224 1974.5718634855261 -16971.888012769279 9579.413934439277 111891.01331797311 -30243.169862264036 -22901.687023167739 4449.0994282411111 21084.361805747132 173280.74640050554 -2611.7334776920616 -151293.00729880139 1501.5370919627064 15656.517491122158 -39271.314338484772
leaf_weight=2983460 807154 5295 15311 14066 65 12786 44 1681 4544 636 768 150 6094 418 140 24586 15241 6230 43848 359 2686 9117 63173 935 170 50617 73 265 110 3782
leaf_count=2983460 807154 5295 15311 14066 65 12786 44 1681 4544 636 768 150 6094 418 140 24586 15241 6230 43848 359 2686 9117 63173 935 170 50617 73 265 110 3782
internal_value=0 98.1038 -34.3694 4553.81 5724.02 15911.4 219105 3242.18 14633.3 -10292.3 -22782.8 -34674.4 643.672 38374.1 81929.1 -6488.92 -11988.5 -1049.32 6436.63 93.1098 -16.8365 -6204.21 5288.69 46277.2 -3377.16 -4004.11 2973.46 57941 111357 -30788.3
internal_weight=0 3.26665e+06 3.17233e+06 94317 89022 17439 109 71583 17330 13669 6381 4700 7288 1194 558 61441 30552 30889 57914 3.11089e+06 3.04642e+06 62965 64467 1294 53848 53303 24659 545 280 4550
internal_count=4073804 3266650 3172333 94317 89022 17439 109 71583 17330 13669 6381 4700 7288 1194 558 61441 30552 30889 57914 3110892 3046425 62965 64467 1294 53848 53303 24659 545 280 4550
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=4 0 3 4 6 0 1 1 1 6 1 6 6 6 0 1 0 1 6 2 6 5 5 1 0 1 0 1 6 5
split_gain=1.51351e+13 5.55345e+13 4.64805e+13 6.81121e+13 5.01105e+13 9.14248e+13 4.69622e+13 1.27157e+14 4.12863e+13 3.72393e+13 5.12187e+13 9.26951e+13 3.31981e+13 5.62307e+13 3.20655e+13 4.42995e+13 3.47603e+13 3.46416e+13 2.97453e+13 2.93964e+13 2.75961e+13 5.13118e+13 5.03292e+13 7.33024e+13 3.80361e+13 2.69248e+13 3.03591e+13 3.53566e+13 8.80844e+13 6.51833e+13
threshold=2.5000000000000004 60.034792100000011 1.5000000000000002 1.5000000000000002 59.815000000000005 59.939085000000013 30.345769800000003 30.425503950000003 38.657016300000002 39.355000000000011 20.507515800000004 61.805000000000007 122.65000000000002 93.050000000000011 45.177967300000006 38.657016300000002 44.878071950000013 39.044653900000007 81.705000000000013 10876.500000000002 130.05000000000004 2.5000000000000004 4.5000000000000009 38.97264950000001 54.188398350000007 47.899251850000006 43.687280500000007 39.908802000000009 93.050000000000011 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 2 3 20 -4 6 12 -8 -9 -5 11 -11 13 -6 15 16 -12 -17 -18 -16 22 -22 -1 -24 -23 26 27 28 29 -19
right_child=-2 -3 4 9 5 -7 7 8 -10 10 14 -13 -14 -15 19 17 18 25 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1821.9898026708861 -32.433023267386538 -9067.4465689047283 957.06850665028821 1082.8090729249632 -50430.276066080733 101451.46126724838 188810.70575284094 -23486.674581212792 -5096.191161707261 212958.25955882354 12105.927175136414 12162.588402288733 49573.213046875004 -221994.72328125002 5625.7382285752756 30791.275450468303 -16020.988775283256 98571.802112676058 -98780.471281090577 66338.413486328136 54332.355186631954 -37428.943254616483 198906.27357851225 22304.501835779993 -152366.68866185899 -67807.367924572187 5258.5893716311657 19561.735758448012 270958.33624999999 -65128.752784522811
leaf_weight=17802 3961637 5083 35343 13067 81 77 33 1433 8241 34 577 71 20 25 25607 1608 382 71 49 80 45 110 29 124 39 42 1513 524 20 37
leaf_count=17802 3961637 5083 35343 13067 81 77 33 1433 8241 34 577 71 20 25 25607 1608 382 71 49 80 45 110 29 124 39 42 1513 524 20 37
internal_value=0 1145.51 1630.29 3412.64 -805.011 -7089.29 -7939.25 -7151.89 -7820.36 5552 7459.53 77182.1 -68597.3 -90893.6 7219.58 14701.2 -3943.59 19627.5 -25429.8 5814.82 -1736.49 -39250.1 -1331.16 55778 -67513.3 11493.7 13032.1 31071.1 78187.5 42489.2
internal_weight=0 112167 107084 61831 45253 9910 9833 9707 9674 43682 30615 105 126 106 30510 4823 1008 3815 431 25687 18149 194 17955 153 149 2207 2165 652 128 108
internal_count=4073804 112167 107084 61831 45253 9910 9833 9707 9674 43682 30615 105 126 106 30510 4823 1008 3815 431 25687 18149 194 17955 153 149 2207 2165 652 128 108
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 1 6 6 3 3 6 0 1 4 6 6 4 3 7 1 2 6 0 4 6 6 6 2 0 0
split_gain=1.48828e+13 5.52848e+13 6.86052e+13 6.4548e+13 6.02497e+13 1.02553e+14 8.92188e+13 7.25061e+13 6.96554e+13 6.47952e+13 6.09544e+13 4.09233e+13 5.58071e+13 7.77534e+13 6.44679e+13 5.40009e+13 4.69908e+13 4.49312e+13 3.98883e+13 3.93053e+13 9.34483e+13 9.15607e+13 8.53177e+13 7.74508e+13 1.02331e+14 9.30033e+13 7.50476e+13 6.87432e+13 6.94907e+13 8.67359e+13
threshold=83.658467900000019 83.971434050000013 53.506098950000009 24.500000000000004 3.5000000000000004 83.754481100000007 156.15000000000003 156.15000000000003 5.5000000000000009 4.5000000000000009 156.15000000000003 53.379556850000007 83.754481100000007 10.500000000000002 72.50500000000001 52.990000000000002 9.5000000000000018 9.5000000000000018 6.0000000000000009 91.292296250000007 10180.500000000002 49.010000000000012 56.520242650000007 17.500000000000004 106.49500000000002 99.050000000000011 70.00500000000001 2851.5000000000005 55.539595350000006 55.303261650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -7 9 -9 11 12 13 16 -15 -14 -2 -17 -6 20 21 -3 26 24 27 -25 -22 -23 29 -29
right_child=1 19 -4 -5 5 7 -8 8 -10 -11 -12 -13 15 14 -16 17 -18 -19 -20 -21 22 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-45.849112813853409 4687.3139552001012 886.68829006828003 -38283.085207409444 -42262.82202319838 -17001.823055179251 7157.9725463455488 -158035.95183823531 123809.48328125 250234.55642903649 -93108.991443452382 -141652.31499720982 -2690.2769470462345 7090.2141692181367 -1353.8923714959622 -32026.011187288655 17756.964567700452 16461.899109056245 46346.002334118763 -74910.070503406969 832.78782016675109 18116.055489259394 -43124.34460502486 -25219.004492187501 31853.14578294837 -56324.997483852465 265495.81765625003 73493.501551577923 -11949.982920151502 -20684.278539678304 3964.9626591745068
leaf_weight=3852148 12778 19654 377 292 1126 593 51 40 24 21 28 4778 5392 4640 804 3448 4613 654 133 142337 1255 550 358 115 456 20 304 6972 3113 6730
leaf_count=3852148 12778 19654 377 292 1126 593 51 40 24 21 28 4778 5392 4640 804 3448 4613 654 133 142337 1255 550 358 115 456 20 304 6972 3113 6730
internal_value=0 796.809 4173.09 4579.18 4928.79 -12032 -28371.7 19538.9 105914 49132.6 5836.77 5948.07 7224.75 4545.75 -5883.72 13668.3 7810.55 22315 -23119.2 58.0761 -2731.67 -3829.4 18805 -8991.47 -9563.09 66466.9 28914.5 -8335.14 -7197.22 -4133.05
internal_weight=0 221656 39792 39415 39123 1988 1310 678 85 61 37135 37107 32329 22835 5444 9494 17391 4102 1259 181864 39527 37610 1917 17956 17821 135 1559 17365 16815 13702
internal_count=4073804 221656 39792 39415 39123 1988 1310 678 85 61 37135 37107 32329 22835 5444 9494 17391 4102 1259 181864 39527 37610 1917 17956 17821 135 1559 17365 16815 13702
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=6 2 7 4 5 0 5 3 0 3 3 4 2 0 0 3 4 3 1 5 0 0 4 0 0 1 0 5 5 4
split_gain=1.52401e+13 2.08404e+13 2.73549e+13 2.65939e+13 2.40271e+13 2.39025e+13 3.05645e+13 3.31664e+13 2.82906e+13 2.39753e+13 2.15968e+13 2.3814e+13 2.06936e+13 3.3345e+13 9.30973e+13 4.43056e+13 4.12543e+13 4.65112e+13 3.10348e+13 9.08505e+13 6.35566e+13 6.5099e+13 4.41529e+13 6.16696e+13 4.81125e+13 3.65431e+13 3.54826e+13 3.50514e+13 1.24197e+14 7.69094e+13
threshold=247.90000000000001 13505.500000000002 6.0000000000000009 18.500000000000004 4.5000000000000009 43.472751400000007 2.5000000000000004 2.5000000000000004 43.550475500000012 4.5000000000000009 3.5000000000000004 7.5000000000000009 10391.500000000002 60.028671700000011 59.856552950000008 6.5000000000000009 24.500000000000004 17.500000000000004 38.166910000000009 1.5000000000000002 45.022979600000006 45.00849250000001 8.5000000000000018 55.834019500000004 55.539595350000006 37.924401400000008 45.177967300000006 4.5000000000000009 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 5 4 -4 6 -2 -8 -7 -9 -3 -12 13 14 16 -16 17 18 19 -10 21 -20 23 24 -21 -24 -22 28 -28 -30
right_child=1 10 3 -5 -6 8 7 9 12 -11 11 -13 -14 -15 15 -17 -18 -19 20 22 26 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-5.4170623839255247 18141.91695033482 -16868.241832386364 331.07036305147062 -95699.227176339293 -85901.488344594603 121476.10428413724 -176265.4860054348 31754.656018518519 -44251.908791035356 -112700.76132812501 33642.932812500003 184412.830625 -48470.034317895923 76681.76237664475 -152896.55481004901 22717.061362304688 -130290.29824218751 123684.27154605264 -27623.167916434155 111945.23694661458 50274.130708783588 -212329.2164168648 47743.342231814604 18384.624143629808 276321.92171223962 -98346.940859374998 21932.130504719775 23379.21039192798 22200.07273598529 -84444.713355201311
leaf_weight=4070611 63 22 255 42 37 23 23 27 99 20 22 20 59 76 51 20 20 38 112 69 214 23 119 52 24 20 581 727 94 241
leaf_count=4070611 63 22 255 42 37 23 23 27 99 20 22 20 59 76 51 20 20 38 112 69 214 23 119 52 24 20 581 727 94 241
internal_value=0 6905.97 5750.54 -21297.3 -10595.7 8982.74 -32389.5 -77867.8 11049.8 -29715.7 63395.3 105438 10087.4 11426.5 9445.9 -103428 12739.8 13925.3 12169.1 38239 7156.72 -59091.6 66994.6 105600 154365 26723.2 11972.8 6984.11 -6028.17 -54520.5
internal_weight=0 3193 3129 334 292 2795 133 70 2662 47 64 42 2639 2580 2504 71 2433 2413 2375 383 1992 135 284 145 93 139 1857 1643 916 335
internal_count=4073804 3193 3129 334 292 2795 133 70 2662 47 64 42 2639 2580 2504 71 2433 2413 2375 383 1992 135 284 145 93 139 1857 1643 916 335
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 1 6 0 1 2 2 0 2 4 1 1 5 7 7 4 6 6 1 5 6 6 6 1 6 4 4 7 1 1
split_gain=1.51573e+13 5.34632e+13 4.50111e+13 3.95469e+13 9.84927e+13 5.40333e+13 1.44101e+14 7.98429e+13 1.09103e+14 6.397e+13 8.74978e+13 5.69377e+13 5.30437e+13 4.85107e+13 4.78864e+13 9.28313e+13 4.76928e+13 1.08821e+14 5.18156e+13 5.64e+13 8.51942e+13 8.79107e+13 4.53234e+13 4.52563e+13 4.43377e+13 4.30444e+13 7.93953e+13 8.54199e+13 4.22416e+13 4.21832e+13
threshold=60.753246850000004 33.882313700000005 94.02500000000002 61.686687400000004 45.71452080000001 6426.0000000000009 8009.5000000000009 63.565651350000003 14624.000000000002 8.5000000000000018 34.382014200000008 72.839788400000018 3.5000000000000004 6.0000000000000009 6.0000000000000009 14.500000000000002 91.02500000000002 95.045000000000016 118.02765200000002 2.5000000000000004 78.605000000000004 79.710000000000022 85.020000000000024 39.939672500000007 112.00500000000001 3.5000000000000004 4.5000000000000009 6.0000000000000009 49.300375350000003 34.382014200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 23 9 22 10 13 -10 16 -8 -6 -16 18 -18 -11 20 -20 -22 29 -7 25 -25 27 -27 -5 -9
right_child=1 3 -4 5 14 6 7 8 11 12 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-22.912044653917604 -10761.405697346974 -62404.628311567161 -116381.49855182928 -91151.312276278419 9999.7333798186446 50242.368478136923 16578.533007224283 -60323.595040984197 -25840.392010309282 -10940.491345506438 -2552.3312025106306 71375.144814007843 27211.852028859459 -14380.820523214428 -33006.513845960639 27356.215311369924 -195009.23957741479 -476.76739987292922 7039.2805602960862 55292.035944293479 -220539.20000000001 23730.893504920372 -187690.60812500003 -54964.593575439452 159777.9033203125 -35797.458735795452 15456.746805939903 154403.3917921687 -3367.6613517737078 -18068.484661586339
leaf_weight=4017125 2539 201 41 55 11857 547 6480 404 97 5209 5651 159 480 549 721 394 44 83 1377 230 34 26 20 80 22 33 2249 83 16445 569
leaf_count=4017125 2539 201 41 55 11857 547 6480 404 97 5209 5651 159 480 549 721 394 44 83 1377 230 34 26 20 80 22 33 2249 83 16445 569
internal_value=0 1623.89 -12439.9 2294.6 7060.21 760.671 3747.06 865.348 -23669.6 2385.17 6712.19 34539.6 -4947 14160.5 8136.56 -11676.5 -7151.23 -67873.8 -6029.68 9315.49 1956.69 -114689 -38676.2 24219.3 18449.3 17177.6 19617.9 100295 -3660.27 -35613.3
internal_weight=0 56679 2580 54099 13173 40926 24426 21412 1249 20163 12680 256 7483 7029 12972 1115 7003 127 6876 1667 1437 60 993 3014 2467 2445 2365 116 16500 973
internal_count=4073804 56679 2580 54099 13173 40926 24426 21412 1249 20163 12680 256 7483 7029 12972 1115 7003 127 6876 1667 1437 60 993 3014 2467 2445 2365 116 16500 973
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 5 1 1 1 6 3 0 4 1 3 0 3 1 3 4 6 1 4 0 0 0 1 4 6 3
split_gain=1.40312e+13 2.49843e+14 2.23718e+14 3.93473e+14 2.03198e+14 4.632e+14 2.15452e+14 2.01364e+14 2.66968e+14 2.98605e+14 1.82242e+14 1.75916e+14 5.0751e+14 3.11751e+14 2.84125e+14 1.74447e+14 1.92683e+14 3.70611e+14 2.29359e+14 2.0418e+14 1.76194e+14 1.70703e+14 2.19394e+14 2.32403e+14 2.69215e+14 2.22656e+14 1.69554e+14 1.66115e+14 1.56916e+14 1.50975e+14
threshold=8009.5000000000009 55.071632200000003 54.962581500000006 82.981285100000022 62.375000000000007 2.5000000000000004 82.911604200000014 82.956351500000011 82.918694400000007 59.010000000000012 12.500000000000002 54.998919050000005 23.500000000000004 82.965501500000016 24.500000000000004 55.055052800000006 2.5000000000000004 82.886781200000016 4.5000000000000009 4.5000000000000009 88.825000000000003 82.918694400000007 9.5000000000000018 55.050541250000002 55.061158000000006 55.043091000000011 82.860505900000007 17.500000000000004 85.020000000000024 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 10 4 5 -4 15 8 -3 -10 -2 12 13 29 21 20 17 -17 19 -18 -6 22 25 -24 -25 -13 -20 -12 -21 -8
right_child=1 7 3 -5 6 -7 11 -9 9 -11 27 14 -14 -15 -16 16 18 -19 26 28 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=92.487097205372919 -1460.8101355981501 -4091.4870115828762 5048.9686773070243 -1105.9374743164683 5082.1705163326433 -11525.861453850233 36024.465462372194 660.56827869401468 -10768.911197609814 -38671.514246782186 8986.8592161280594 43601.959275755849 -2265.4797172883618 126689.78668409713 126658.77917297935 299822.31434273097 245620.7996233259 45758.825545961263 -208898.95231481481 45068.924275147554 -15085.035425517965 8881.9381591385736 176388.33864318504 11030.890605351249 133968.17368070522 -36761.555773352586 43927.664392502411 -20154.354606118141 -48670.486242540319 139309.00782526552
leaf_weight=3263347 266156 33620 125054 243607 14428 19488 1887 32418 12851 5467 2468 861 2285 583 214 69 28 342 27 229 6191 28706 177 561 261 575 1509 9431 811 153
leaf_count=3263347 266156 33620 125054 243607 14428 19488 1887 32418 12851 5467 2468 861 2285 583 214 69 28 342 27 229 6191 28706 177 561 261 575 1509 9431 811 153
internal_value=0 -372.404 226.046 1608.83 4843.72 2814.25 9741.19 -5523.61 -9383.58 -19096.4 -2002.12 14583 32187.4 62200.8 11827.4 2312.11 24779.5 88411.8 14736.2 -20855.4 -973.175 11038.3 36459.2 72447.2 50065.7 11423 39483.4 -14110.1 -28029.8 43770.8
internal_weight=0 810457 726101 448046 204439 144542 59897 84356 51938 18318 278055 36263 4908 2623 31355 23634 3015 411 2604 1068 20619 31141 2435 999 822 1436 1536 11899 1040 2040
internal_count=4073804 810457 726101 448046 204439 144542 59897 84356 51938 18318 278055 36263 4908 2623 31355 23634 3015 411 2604 1068 20619 31141 2435 999 822 1436 1536 11899 1040 2040
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=4 3 4 1 1 1 5 6 1 6 5 0 6 0 5 1 1 2 6 6 3 5 6 0 6 1 1 3 6 7
split_gain=1.58848e+13 9.27551e+13 1.50484e+14 1.77958e+14 2.99881e+14 1.86641e+14 1.55338e+14 2.4124e+14 2.24591e+14 2.10471e+14 3.03996e+14 2.09914e+14 2.01498e+14 1.6002e+14 1.5626e+14 1.80449e+14 1.86651e+14 1.39591e+14 2.26628e+14 1.34516e+14 1.32361e+14 1.16604e+14 3.32901e+14 2.51459e+14 2.78639e+14 1.46494e+14 1.65689e+14 1.44725e+14 1.43615e+14 1.86052e+14
threshold=10.500000000000002 9.5000000000000018 9.5000000000000018 82.918694400000007 72.839788400000018 82.92647190000001 2.5000000000000004 85.020000000000024 82.956351500000011 77.010000000000005 3.5000000000000004 54.94110555000001 62.995000000000012 55.034466500000008 1.5000000000000002 82.965501500000016 82.968544750000021 7029.0000000000009 87.395000000000024 103.03500000000001 1.5000000000000002 1.5000000000000002 40.015000000000008 45.177967300000006 69.605000000000004 37.978059650000013 37.897576350000001 8.5000000000000018 45.005000000000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -5 11 9 -9 -8 -11 -7 14 20 -13 -16 -17 -3 -19 -4 -14 22 25 -24 28 26 -1 -23 29 -25
right_child=-2 17 3 5 -6 6 7 8 -10 10 -12 12 13 -15 15 16 -18 18 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-2710.4388988079118 -255.17685475313692 2482.3446399785698 3348.9707598140894 -33029.215611577696 18597.879365089651 13468.965876114913 7596.0243844316901 77286.573504471904 -1388.4892403779477 55335.435085019963 1993.1208334419516 -1580.264169064968 -1433.231485096233 24323.645953837258 -3748.7223286719245 41090.302045096963 8061.6260803370433 -5639.2164270005651 -52148.885452904753 -9538.1722176366366 -15927.381566892676 -542.03392644701967 -1231.4177093394358 10833.754357188322 -27450.945675080427 706.34909627104105 -24102.818229153538 -6549.3631374032211 16000.371285156287 -3622.9363237024986
leaf_weight=98997 1525805 25712 225006 1685 12813 9884 29411 366 42056 2366 1948 183174 9688 1356 13780 1849 22923 44389 1073 8402 18019 1207495 32980 31748 2009 433885 3758 41481 27375 12371
leaf_count=98997 1525805 25712 225006 1685 12813 9884 29411 366 42056 2366 1948 183174 9688 1356 13780 1849 22923 44389 1073 8402 18019 1207495 32980 31748 2009 433885 3758 41481 27375 12371
internal_value=0 152.806 255.084 1657.23 3702.74 169.37 335.452 4308.84 -709.712 10621.6 31248.5 -825.243 -1388.6 -9217.83 -362.376 5424.24 10526.9 -3406.42 -6736.94 2885.07 -10859.4 -178.229 915.766 6023.31 9278.42 -97.6995 -3492.81 -741.549 10310.5 6780.09
internal_weight=0 2.548e+06 2.47682e+06 584726 246221 338505 336820 76147 42422 33725 4314 260673 250789 29063 221726 38552 24772 71174 45462 233408 27707 1.8921e+06 643123 106483 73503 536640 102755 1.24898e+06 71494 44119
internal_count=4073804 2547999 2476825 584726 246221 338505 336820 76147 42422 33725 4314 260673 250789 29063 221726 38552 24772 71174 45462 233408 27707 1892099 643123 106483 73503 536640 102755 1248976 71494 44119
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=6 6 5 6 6 5 1 1 5 4 4 1 0 1 4 4 0 6 4 0 1 2 0 4 0 4 1 1 1 1
split_gain=1.47661e+13 7.69237e+13 5.05558e+13 1.01622e+14 8.67691e+13 8.49403e+13 1.50417e+14 1.92567e+14 8.98781e+13 7.18386e+13 4.94884e+13 8.21965e+13 8.31408e+13 1.01306e+14 6.50281e+13 6.30818e+13 8.91119e+13 2.33737e+14 4.6061e+13 4.91347e+13 4.9475e+13 4.5722e+13 8.70904e+13 7.54919e+13 5.385e+13 6.4737e+13 1.02184e+14 5.35083e+13 5.94531e+13 5.34832e+13
threshold=31.005000000000006 33.57500000000001 1.5000000000000002 15.450000000000001 25.305000000000003 3.5000000000000004 44.628646350000004 61.511492200000006 2.5000000000000004 7.5000000000000009 12.500000000000002 82.948524700000021 55.030407050000001 82.956351500000011 14.500000000000002 9.5000000000000018 43.472751400000007 30.985000000000003 4.5000000000000009 56.986919400000012 30.624707450000006 6877.0000000000009 43.687280500000007 8.5000000000000018 55.759969450000007 10.500000000000002 37.290808600000013 82.956351500000011 72.839788400000018 38.011626600000007
decision_type=2 2 2 2 2 2 2 2 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 21 10 -4 5 8 9 -8 -5 -7 15 -12 -13 -14 -15 18 17 -17 -1 -20 -21 22 -2 -24 25 -25 -27 28 -23 -28
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 12 13 14 -16 16 -18 -19 19 20 -22 27 23 24 -26 26 29 -29 -30 -31
leaf_value=-3339.4488274720302 20275.838755011286 -52.020362300018121 5234.6739844591293 -34676.424737855988 -8296.9889144104145 55036.158250000008 392552.78750000003 -31720.736328125 -146075.23779810857 -189850.75760869565 -1989.5168406259506 -903.7022291455429 -104667.10988281251 -56978.565632561877 -15115.481889575974 13836.158862621754 6247.5681292721029 365759.89075000002 1235.3894390585831 3789.7179947759237 -5663.303995373526 -6551.9997291441014 171.7161542016737 5375.716010462671 6964.6655298168907 59050.277886321666 3844.7860309896892 -3933.7009579872838 9017.9561965795328 -9060.6414204708653
leaf_weight=39054 2784 3604074 3856 1540 4698 25 23 20 76 23 40738 2090 160 452 2072 77 12673 25 141955 7418 21830 3509 75188 19717 43247 257 4922 23917 8145 9239
leaf_count=39054 2784 3604074 3856 1540 4698 25 23 20 76 23 40738 2090 160 452 2072 77 12673 25 141955 7418 21830 3509 75188 19717 43247 257 4922 23917 8145 9239
internal_value=0 51.6032 -702.406 -7591.28 -15312.9 -34622 59380.6 195216 -39915.5 -62305.5 -439.184 -3444.32 -15858.6 -27503.8 -22612.4 174.046 6996.85 100092 -240.501 466.417 -3265.79 2007.7 2748.18 2428.35 4621 1651.73 -3440.93 -1226.34 4329.87 -4575.05
internal_weight=0 3.795e+06 278805 10261 6405 1707 91 43 1616 48 268544 45512 4774 2684 2524 223032 12775 102 210257 171203 29248 190925 155354 152570 77382 34135 14418 35571 11654 14161
internal_count=4073804 3794999 278805 10261 6405 1707 91 43 1616 48 268544 45512 4774 2684 2524 223032 12775 102 210257 171203 29248 190925 155354 152570 77382 34135 14418 35571 11654 14161
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=0 1 3 5 1 6 0 6 6 0 4 1 4 0 1 0 0 1 4 1 1 4 1 6 1 7 1 3 1 1
split_gain=1.55989e+13 4.50829e+13 3.66664e+13 4.52337e+13 3.26689e+13 3.76788e+13 3.79107e+13 3.33959e+13 3.21707e+13 3.1025e+13 1.21426e+14 1.88282e+14 1.86169e+14 1.31804e+14 1.30302e+14 2.35837e+14 1.18349e+14 4.42765e+14 3.62719e+14 5.1185e+14 3.28971e+14 2.8281e+14 8.60897e+14 2.69678e+14 2.97469e+14 4.27452e+14 2.70063e+14 6.15032e+14 4.92873e+14 3.35743e+14
threshold=60.753246850000004 30.509101000000005 1.5000000000000002 1.5000000000000002 65.64204770000002 88.825000000000003 61.78914120000001 67.445000000000007 125.02000000000002 59.963561900000009 22.500000000000004 30.410676000000006 23.500000000000004 60.028671700000011 30.362494150000003 59.982409200000006 59.91832440000001 30.425503950000003 14.500000000000002 30.389265100000003 30.315889700000003 16.500000000000004 30.277905650000005 102.04000000000001 30.242318500000007 6.0000000000000009 30.277905650000005 6.5000000000000009 30.323041000000003 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 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 -4 5 6 -3 -8 -6 16 -11 12 -12 -13 15 -14 -1 18 23 20 21 22 -20 24 25 -18 27 -26 29 -28
right_child=1 2 3 -5 8 -7 7 -9 -10 10 11 13 14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-40.987662847126082 -26662.238193170902 1505.6361674788413 -1547.6735662904143 5195.7715245826976 6811.0904279355345 -49883.09624499199 -9127.7172694163 -38511.705073665813 125820.04834408968 -3162.6069875812213 33467.292373996308 -21900.345262519924 -164683.50101744186 7943.4385896159411 15596.766024675131 1212.2384585381988 -27205.984370607286 -12548.768448993949 28747.786022769709 72986.554952194347 -36372.959821206045 7606.6793812951237 -81881.40531669413 -10698.585024390706 20738.466014604506 98591.774194820988 7355.7496509344319 94632.156466479064 29532.258692480467 -41090.29703042742
leaf_weight=3801237 557 3919 14440 31970 1829 195 3308 438 23 109747 2340 4500 86 2205 7659 23948 2558 12655 1360 819 3259 9500 1457 3985 4704 302 10047 1481 11608 1668
leaf_count=3801237 557 3919 14440 31970 1829 195 3308 438 23 109747 2340 4500 86 2205 7659 23948 2558 12655 1360 819 3259 9500 1457 3985 4704 302 10047 1481 11608 1668
internal_value=0 1647.38 1928.34 3097.62 -3659.17 -6474.46 -5370.13 -12563.4 8289.06 -23.2434 -1431.94 3230.42 6247.97 -12085.9 4238.27 618.62 31.5815 4249.32 8279.42 -4068.57 -8120.2 -644.7 -28471.5 13848.3 16870.4 -13922.4 19854.9 38432.3 14928.4 457.926
internal_weight=0 56679 56122 46410 9712 7860 7665 3746 1852 4.01712e+06 150485 40738 34033 6705 31693 24034 3.86664e+06 65403 52748 16395 15576 12317 2817 36353 32368 2860 29508 6185 23323 11715
internal_count=4073804 56679 56122 46410 9712 7860 7665 3746 1852 4017125 150485 40738 34033 6705 31693 24034 3866640 65403 52748 16395 15576 12317 2817 36353 32368 2860 29508 6185 23323 11715
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=1 0 0 7 0 0 1 7 4 1 0 1 7 4 5 6 6 6 4 1 0 5 3 6 0 7 1 6 6 4
split_gain=1.61482e+13 8.14083e+13 7.91855e+14 6.0213e+14 3.4559e+14 3.45571e+14 9.73044e+14 4.94763e+14 4.57552e+14 3.50375e+14 4.90445e+14 3.17144e+14 3.92619e+14 3.00637e+14 6.15587e+14 7.51917e+14 3.26039e+14 2.49675e+14 2.4832e+14 2.43749e+14 2.66275e+14 2.38562e+14 2.28598e+14 2.24895e+14 2.2397e+14 2.79642e+14 5.31764e+14 2.37814e+14 2.22282e+14 2.17781e+14
threshold=30.277905650000005 59.91832440000001 59.882709350000006 6.0000000000000009 59.982409200000006 59.950512650000007 30.260128500000004 6.0000000000000009 7.5000000000000009 30.260128500000004 59.933037250000005 30.242318500000007 6.0000000000000009 9.5000000000000018 1.5000000000000002 59.815000000000005 95.045000000000016 49.485000000000007 6.5000000000000009 30.157841000000001 59.856552950000008 2.5000000000000004 3.5000000000000004 84.810000000000016 59.848366150000011 6.0000000000000009 30.084656550000002 51.805000000000007 49.485000000000007 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 28 5 9 -7 13 -9 11 -11 -3 18 14 15 17 29 -8 -13 24 -21 -10 -15 -22 -1 26 -26 -28 -4 -16
right_child=-2 4 3 -5 -6 6 7 8 21 10 -12 12 -14 22 16 -17 -18 -19 -20 20 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-759.35478257487614 38.786294039741016 4553.1585493377997 -6251.89646101164 -188668.16002311095 -2174.0124609009099 -3955.5794901271256 152685.79931019177 329950.66855468752 -12014.862368743852 39147.518923898082 -59219.537527362118 21450.157406867533 -17134.392621563326 -57154.381163561018 253409.27122634748 -93937.243292942178 -37052.185811491938 451637.90000000002 126041.14288839449 -2166.6958526946378 -20421.22952723558 126591.54909975166 103113.20282229826 -79425.318002664106 1376.9833425461097 -622.783866267966 32747.204871260172 102146.88852855147 -69900.935198123567 450962.89329166664
leaf_weight=49581 3924849 5803 1034 311 53804 2615 220 48 699 732 1648 340 496 111 218 147 31 32 683 12507 6521 151 449 717 2229 4570 867 1147 1169 75
leaf_count=49581 3924849 5803 1034 311 53804 2615 220 48 699 732 1648 340 496 111 218 147 31 32 683 12507 6521 151 449 717 2229 4570 867 1147 1169 75
internal_value=0 -1021.99 -3173.35 -58414.7 1518.4 15221.4 37180.1 86501.4 29570.8 4366.59 -28965.5 15201.1 55879.2 126348 168951 85800.8 271348 190648 91279.7 -1396.05 -11000.9 12608.2 71345.9 -26266.2 1851.7 16541.2 35028 72271.3 -40026.6 303978
internal_weight=0 148955 80653 2514 68302 14498 4796 2181 898 9702 2380 7322 1519 1283 723 399 324 252 1023 78139 19745 850 560 7238 58394 8813 4243 2014 2203 293
internal_count=4073804 148955 80653 2514 68302 14498 4796 2181 898 9702 2380 7322 1519 1283 723 399 324 252 1023 78139 19745 850 560 7238 58394 8813 4243 2014 2203 293
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=4 3 1 1 0 2 0 0 1 0 1 6 6 5 6 1 1 1 6 6 0 5 1 0 6 0 3 1 6 0
split_gain=1.54771e+13 4.69467e+13 4.61897e+13 5.12045e+13 4.91666e+13 3.97476e+13 9.34979e+13 8.43049e+13 5.35645e+13 3.80258e+13 4.08326e+13 3.48096e+13 7.15932e+13 5.71392e+13 5.58451e+13 3.4643e+13 7.48622e+13 1.19619e+14 8.26422e+13 4.4338e+13 4.30434e+13 3.71214e+13 3.62251e+13 3.4672e+13 3.33035e+13 3.13612e+13 3.13578e+13 3.02273e+13 4.74159e+13 4.62043e+13
threshold=2.5000000000000004 8.5000000000000018 37.978059650000013 37.843405600000004 50.596941950000009 75.000000000000014 55.685785750000008 55.768246800000007 37.618684050000006 55.60524465000001 37.343102500000008 39.355000000000011 59.815000000000005 2.5000000000000004 156.15000000000003 82.975438000000011 82.911604200000014 82.886781200000016 78.605000000000004 134.05000000000004 55.026775150000006 4.5000000000000009 83.007653300000015 54.943815050000005 74.615000000000009 56.228352100000002 1.5000000000000002 60.770858000000011 247.90000000000001 45.125532050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 10 -1 -4 -13 14 24 16 17 21 23 22 -20 -15 -17 -18 -14 -6 -11 28 29 -23
right_child=-2 -3 11 4 25 -7 7 -9 -10 26 -12 12 13 15 -16 19 18 -19 20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=32044.253856518091 -32.797411255184933 128376.06395474137 -940.7320334592664 -65575.797197621461 -5894.5764419608104 -1787.8655234227929 -266876.75614224136 -14439.06317033179 -102225.76257560484 122303.14644886366 -96167.525467051644 5319.3116210998269 -11008.243678678315 1624.7986994888363 49623.756906845992 -41885.938343897404 146162.16828125002 -104008.93233158904 241035.05714962119 -69769.658944781768 55118.014316406254 71582.653538252678 -3219.0864664796304 3946.4211197916666 -36403.430243940384 -80708.468510584673 -2604.2879645270273 109787.4659877232 -110024.34855769231 5912.1029502300771
leaf_weight=54 3961637 29 30744 247 582 11592 29 81 62 44 46 46706 2784 14251 136 265 20 106 33 115 20 164 2827 120 634 62 37 42 26 309
leaf_count=54 3961637 29 30744 247 582 11592 29 81 62 44 46 46706 2784 14251 136 265 20 106 33 115 20 164 2827 120 634 62 37 42 26 309
internal_value=0 1158.37 1125.48 -4519.48 -27645.1 -2794.5 -35850.8 -88645.3 -154697 14318.6 -26933.2 1855.15 3108.94 -1615.47 -13218.3 638.134 2643.97 1842.32 64525 -8800.64 170878 2600.85 -6533.03 24263 -15718.8 -13097.2 65246.7 28312.1 21454.4 28681.6
internal_weight=0 112167 112138 12836 891 11945 353 172 91 181 100 99302 68558 21852 3554 18298 15091 14898 193 3207 53 14792 3092 140 3418 644 81 541 499 473
internal_count=4073804 112167 112138 12836 891 11945 353 172 91 181 100 99302 68558 21852 3554 18298 15091 14898 193 3207 53 14792 3092 140 3418 644 81 541 499 473
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 7 1 6 3 1 6 6 1 1 4 4 3 4 4 4 3 6 6 6 5 6 1 6 6 4
split_gain=1.42888e+13 5.33488e+13 9.74945e+13 7.31272e+13 4.06438e+13 3.92334e+13 4.94477e+13 5.14548e+13 4.0517e+13 3.85594e+13 3.80977e+13 8.22292e+13 4.42003e+13 3.74999e+13 6.59297e+13 3.74776e+13 4.43961e+13 2.92918e+13 5.3487e+13 5.4847e+13 4.92288e+13 4.57335e+13 3.95409e+13 4.30461e+13 2.88643e+13 3.35773e+13 2.81029e+13 2.79106e+13 3.35401e+13 5.20878e+13
threshold=42.965693300000005 43.051287600000009 47.504912950000005 104.01000000000001 47.800771000000005 6.0000000000000009 47.386825600000002 99.050000000000011 7.5000000000000009 47.899251850000006 118.04500000000002 116.05000000000001 44.628646350000004 47.504912950000005 11.500000000000002 14.500000000000002 4.5000000000000009 10.500000000000002 14.500000000000002 16.500000000000004 6.5000000000000009 57.995000000000012 77.565000000000012 79.710000000000022 2.5000000000000004 149.05000000000004 44.064675150000006 106.49500000000002 156.15000000000003 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=4 2 10 17 5 6 7 26 -8 -6 11 -2 -12 14 -7 16 24 21 20 -20 -19 -4 -22 -24 -14 -26 -1 -5 29 -29
right_child=1 -3 3 27 9 13 8 -9 -10 -11 12 -13 15 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-130776.96845238379 1776.6469728380591 -10.671191386968722 6918.6517053311763 155965.09755859376 -39479.706260956911 -1122.6374362999284 9551.4428289151128 -138526.18263221157 -8515.9758810486655 -8505.5180191018062 -124056.63304687501 -96926.181153492653 -52017.62639508929 -9995.311485100463 87791.765639334859 122089.95238882213 -1287.5978887195124 25193.00082465278 121208.73676517111 -3986.1808496447579 -3508.4996290637605 47007.053489087084 -172329.63584929437 -42736.579029639994 31584.135517171224 95840.814052972564 -11924.897353819186 58349.016591701133 143570.43757812501 -102022.24300426137
leaf_weight=21 12052 4042776 548 32 498 355 5802 39 1579 2083 20 85 28 4841 109 39 410 270 71 69 248 592 31 148 240 123 378 255 40 22
leaf_count=21 12052 4042776 548 32 498 355 5802 39 1579 2083 20 85 28 4841 109 39 410 270 71 69 248 592 31 148 240 123 378 255 40 22
internal_value=0 11.6508 5901.02 24756.4 -3010.51 -754.514 3749.11 -28896 5686.32 -14481.9 2526.58 1085.39 22865.8 -7392.37 19764.6 26363.9 21703.1 17306.6 3101.01 59505.5 -8228.45 27736.5 -29361.5 -65180.1 45811 53357.1 -18180.3 66957.6 57972.6 45611.9
internal_weight=0 4.0581e+06 15323 2326 15705 13124 7819 438 7381 2581 12997 12137 860 5305 464 840 801 1977 837 140 697 1140 427 179 391 363 399 349 317 277
internal_count=4073804 4058099 15323 2326 15705 13124 7819 438 7381 2581 12997 12137 860 5305 464 840 801 1977 837 140 697 1140 427 179 391 363 399 349 317 277
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=1 0 7 0 6 0 3 5 6 6 6 4 4 3 6 6 3 6 4 6 3 6 0 6 0 4 6 6 4 4
split_gain=1.38089e+13 3.53325e+14 8.32423e+13 1.50501e+14 2.31417e+14 1.98253e+14 1.5248e+14 1.4887e+14 1.20265e+14 1.04711e+14 9.08868e+13 8.86242e+13 2.27239e+14 1.26301e+14 1.16837e+14 3.4433e+14 9.36477e+13 1.01659e+14 8.52616e+13 8.00413e+13 1.00128e+14 7.86149e+13 7.78196e+13 9.23754e+13 7.11006e+13 1.25633e+14 1.05953e+14 6.86818e+13 6.44068e+13 8.15357e+13
threshold=20.507515800000004 54.932051950000009 6.0000000000000009 54.707511300000007 92.02500000000002 54.73499850000001 9.5000000000000018 2.5000000000000004 79.710000000000022 40.015000000000008 63.005000000000003 5.5000000000000009 6.5000000000000009 4.5000000000000009 74.615000000000009 76.605000000000004 1.5000000000000002 90.045000000000016 9.5000000000000018 84.810000000000016 4.5000000000000009 90.045000000000016 54.724612400000005 103.03500000000001 54.943815050000005 8.5000000000000018 101.02000000000002 77.010000000000005 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 19 6 9 8 18 -5 -7 13 14 -11 -13 -16 17 -14 -4 27 -21 -17 23 -10 -3 -26 -27 -1 -9 -30
right_child=-2 24 7 5 -6 10 -8 28 22 11 -12 12 16 -15 15 21 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-9272.6575586872896 -13.01481485016147 94567.053741344906 -13687.366340189541 -56336.629424335435 -177854.13601017444 6730.3609575606069 110905.9484375 21050.898132324219 119811.9941685268 14952.466332550581 -44054.66707551814 22146.085213307586 13193.572637618217 -124347.98175951088 466992.22711693554 -40707.882721354166 32310.068348172295 -199668.17635135137 4783.979052479227 273999.49456676136 -35155.874765625005 135273.63506155304 -83539.547237723222 -102644.30052083335 632.1130495652875 71287.313572296654 -156566.46056547618 -128419.9680576172 -60900.841829350582 -14085.929660574357
leaf_weight=1494 4053548 277 4397 154 86 844 216 192 168 1148 605 89 57 69 31 30 1495 37 5789 22 20 165 28 21 515 724 21 50 851 661
leaf_count=1494 4053548 277 4397 154 86 844 216 192 168 1148 605 89 57 69 31 30 1495 37 5789 22 20 165 28 21 515 724 21 50 851 661
internal_value=0 2604.47 -1180.01 7843.65 -18089.1 16620.9 29527.3 -6108.1 -1620.22 24160 -14473.9 28132 41604.3 7054.58 119196 157414 26222.7 -70592.4 -3189.56 -9425.9 126783 108200 72045.1 95094.6 48695.3 38610.8 64864.6 -13131.1 -33506.8 -40434.8
internal_weight=0 20256 18719 6612 1672 4940 3491 12107 10403 3275 1449 3121 1904 1217 315 226 1589 94 10186 1586 42 195 217 189 1537 1260 745 1544 1704 1512
internal_count=4073804 20256 18719 6612 1672 4940 3491 12107 10403 3275 1449 3121 1904 1217 315 226 1589 94 10186 1586 42 195 217 189 1537 1260 745 1544 1704 1512
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 6 7 6 3 6 4 7 0 0 6 3 4 0 0 1 7 4 1 4 0 4 5 0 0
split_gain=1.38869e+13 7.47539e+13 7.18613e+13 1.24883e+14 1.34386e+14 4.06913e+14 3.02669e+14 1.40502e+14 2.37511e+14 1.83197e+14 1.15552e+14 1.05181e+14 2.34876e+14 4.65273e+14 1.32427e+14 1.22969e+14 1.35735e+14 1.6209e+14 2.33776e+14 1.96172e+14 2.67463e+14 1.99626e+14 1.623e+14 1.56503e+14 3.44648e+14 4.03007e+14 3.88182e+14 2.7706e+14 2.28495e+14 3.28774e+14
threshold=30.277905650000005 54.604289300000012 30.345769800000003 1.5000000000000002 59.882709350000006 59.864072000000007 58.045000000000009 6.0000000000000009 61.425000000000004 18.500000000000004 96.050000000000011 4.5000000000000009 6.0000000000000009 59.91832440000001 59.91832440000001 48.025000000000013 6.5000000000000009 23.500000000000004 60.01610465000001 60.064438250000002 30.330566300000005 6.0000000000000009 7.5000000000000009 30.323041000000003 8.5000000000000018 59.91832440000001 16.500000000000004 1.5000000000000002 60.028671700000011 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -5 -9 -8 12 14 -14 -6 -13 -17 22 -19 20 -20 -22 -18 24 25 -24 27 -26 29 -28
right_child=2 -3 -4 4 11 6 10 9 -10 -11 -12 15 13 -15 -16 16 17 18 19 -21 21 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=-111626.15292008119 -11886.320790326268 -902.39074139307547 -29.869081444360372 6071.2476156093398 -16430.644729326359 22626.364168117212 129974.44301361911 -7029.7933675733366 45234.798015446228 67338.653192629761 16030.781452913106 6354.892415821022 405966.76383928576 -77871.521560315246 41937.640383790065 -7717.9067380810484 -100299.49385867012 -37276.49283846606 62121.400733070288 -16128.173852144459 51143.792828125006 -213755.60737452653 192805.48957163989 29791.07655097617 56414.660092341051 -4999.6521996359224 10039.849550722853 -24584.535395046081 -65520.915219252864 73495.267113930109
leaf_weight=61 5431 148894 3834081 6398 477 902 555 6877 2043 348 106 25386 21 371 2100 22322 133 2045 866 1307 50 66 206 3234 463 206 2592 4803 268 1192
leaf_count=61 5431 148894 3834081 6398 477 902 555 6877 2043 348 106 25386 21 371 2100 22322 133 2045 866 1307 50 66 206 3234 463 206 2592 4803 268 1192
internal_value=0 -947.734 35.9682 2816.96 3752.71 11642.7 60296.9 6788.49 15550.1 -3447.76 111702 1756.8 20163.9 -51951.6 31133.7 917.817 -2554.26 4058.26 -12705 9247.24 43020.8 -99574.8 9605.48 10733 4398.61 93902.9 441.136 -17462.9 23709.3 30029
internal_weight=0 148955 3.92485e+06 90768 85337 17229 1563 15666 8441 7225 661 68108 2969 392 2577 65139 39753 17431 4334 2289 982 116 13097 12964 9730 412 9318 5266 4052 3784
internal_count=4073804 148955 3924849 90768 85337 17229 1563 15666 8441 7225 661 68108 2969 392 2577 65139 39753 17431 4334 2289 982 116 13097 12964 9730 412 9318 5266 4052 3784
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 5 1 4 0 0 1 4 6 2 7 5 1 4 0 0 5 0 0 2 0 0 0 0 3 0 0 1 5 5
split_gain=1.37328e+13 3.70369e+13 1.8908e+13 2.19076e+13 1.59002e+13 2.00462e+13 1.84269e+13 1.49631e+13 1.37428e+13 2.06882e+13 2.23033e+13 2.29332e+13 4.55806e+13 3.67634e+13 2.65419e+13 1.91401e+13 2.41514e+13 2.56415e+13 2.29517e+13 2.0795e+13 6.39304e+13 7.47114e+13 7.76431e+13 7.62203e+13 6.23311e+13 4.06332e+13 6.96865e+13 5.8125e+13 3.79346e+13 3.38847e+13
threshold=14143.500000000002 2.5000000000000004 72.839788400000018 7.5000000000000009 63.565651350000003 59.699368850000006 72.839788400000018 4.5000000000000009 247.90000000000001 13505.500000000002 6.0000000000000009 3.5000000000000004 47.386825600000002 12.500000000000002 55.034466500000008 43.472751400000007 2.5000000000000004 42.965693300000005 43.550475500000012 5972.5000000000009 55.014210500000011 55.046782850000007 55.061158000000006 56.888401950000009 5.5000000000000009 54.916864950000011 54.762682300000009 82.963919600000011 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=8 4 -3 -4 5 -2 -6 -8 -1 10 15 13 -13 -12 -15 16 -10 -18 -17 -20 24 -22 -23 28 25 26 29 -27 -24 -21
right_child=1 2 3 -5 6 -7 7 -9 9 -11 11 12 -14 14 -16 18 17 -19 19 20 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-7.827700132910774 -2539.5605355525367 25859.676281604141 41275.651642219396 146677.74900568181 -3755.4622557328776 -90826.492006478657 -22282.851707175927 63292.958728608632 16248.892101469493 64235.497464139342 23126.850742779356 -181763.20908203127 -5732.472368421053 -109485.72181555706 -8881.9330574410869 109664.7129415761 7283.0572916666679 -117055.12515897531 15571.227868521086 -30003.834795598705 -214360.81846923829 159311.46953125001 -74889.550308388163 4965.7712890625007 165128.51859975964 14279.883528645834 -180303.51722237724 188658.76171875 -220647.60793269231 106952.503125
leaf_weight=4069743 69 182 49 33 386 41 27 84 63 61 165 24 38 46 61 23 27 43 1767 101 24 20 57 116 26 432 28 20 26 22
leaf_count=4069743 69 182 49 33 386 41 27 84 63 61 165 24 38 46 61 23 27 43 1767 101 24 20 57 116 26 432 28 20 26 22
internal_value=0 12555.2 43823.2 83693.6 -1044.07 -35446.5 6570.15 42477.2 -2.68494 6558.36 5433.94 -18989.1 -73873.4 -6478.72 -52132.2 8352.47 -28669.5 -69096.1 10202.2 9335.32 -3300.97 -46864 -28508.1 -47384.5 13528.6 6991.96 -37920.1 21995.8 -120549 -5507.58
internal_weight=0 871 264 82 607 110 497 111 4.07293e+06 3190 3129 334 62 272 107 2795 133 70 2662 2639 872 243 219 199 629 603 151 452 83 123
internal_count=4073804 871 264 82 607 110 497 111 4072933 3190 3129 334 62 272 107 2795 133 70 2662 2639 872 243 219 199 629 603 151 452 83 123
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=6 3 5 0 2 3 5 0 0 2 1 1 5 6 0 7 3 5 6 1 1 5 0 3 1 4 5 5 0 0
split_gain=1.29192e+13 2.28965e+13 2.45145e+13 4.50279e+13 2.40911e+13 6.01976e+13 4.81124e+13 3.66833e+13 2.40397e+13 2.43408e+13 2.352e+13 3.53182e+13 2.92105e+13 2.74245e+13 2.91704e+13 2.41567e+13 2.16167e+13 2.14731e+13 2.7936e+13 1.95724e+13 2.86928e+13 4.78585e+13 1.85739e+13 2.55114e+13 1.85428e+13 4.0745e+13 2.39426e+13 2.24043e+13 2.16494e+13 1.91152e+13
threshold=19.050000000000004 9.5000000000000018 2.5000000000000004 45.055912800000009 75.000000000000014 3.5000000000000004 2.5000000000000004 55.81943720000001 55.660117850000006 2865.5000000000005 65.493200550000012 82.991167100000027 3.5000000000000004 15.450000000000001 45.073441650000007 6.0000000000000009 1.5000000000000002 1.5000000000000002 15.450000000000001 37.71815560000001 37.488790500000007 1.5000000000000002 61.78914120000001 2.5000000000000004 38.977585500000011 19.500000000000004 3.5000000000000004 4.5000000000000009 55.910578700000009 56.385857200000011
decision_type=2 2 2 2 2 2 2 2 2 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 17 -4 5 7 -7 19 -5 -10 13 12 -12 15 -15 24 -9 18 -3 20 -1 -22 -13 -24 26 27 28 -26 -6 -28
right_child=-2 2 3 8 10 6 -8 16 9 -11 11 22 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-20451.952712530681 12.685335950940519 43909.512666563234 190753.04015625 -19971.071006944447 19334.145464546007 5374.2950368303573 153678.90049999999 -35769.772971413353 126574.34669117648 -8418.561079545454 -12260.340461150357 -222.33093607916399 -125261.8918478261 -20726.861860297991 -1729.2922670370249 32512.479708566316 61268.189290364593 -26551.361661459334 733.79432584228516 -22987.385580221038 -75202.482460715561 -239631.64753906254 -5641.2941834915518 70318.52422626203 1597.9948808597592 -129681.8876180013 35277.723537660255 -79892.926688878681 -9461.5801419974669 155523.10951171877
leaf_weight=76 4053237 214 20 54 887 175 25 44 34 22 4226 2269 23 957 5200 299 48 163 500 123 154 20 86 91 4370 24 39 34 370 20
leaf_count=76 4053237 214 20 54 887 175 25 44 34 22 4226 2269 23 957 5200 299 48 163 500 123 154 20 86 91 4370 24 39 34 370 20
internal_value=0 -2499.96 12205.2 52730.3 -3257.02 -21964.1 23912.4 -41695.9 27635.3 73541.4 -2598.63 -7361.29 -12872 14.9765 -4682.14 4800.7 14858.7 6198.02 13674.4 -55645.1 -71712.7 -94102.4 2211.51 33411.5 3358.18 260.73 13780.3 968.864 10858.1 76038.9
internal_weight=0 20567 1007 130 19560 665 200 465 110 56 18895 6695 4249 12200 6157 6043 92 877 714 373 250 174 2446 177 5744 4428 1316 4404 1257 59
internal_count=4073804 20567 1007 130 19560 665 200 465 110 56 18895 6695 4249 12200 6157 6043 92 877 714 373 250 174 2446 177 5744 4428 1316 4404 1257 59
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=4 2 2 3 6 3 6 2 6 0 1 6 1 3 6 0 4 0 5 1 6 0 0 1 1 7 0 4 0 6
split_gain=1.29425e+13 5.85186e+13 5.46992e+13 5.35107e+13 9.35812e+13 5.29288e+13 6.82629e+13 8.56746e+13 7.33674e+13 9.53801e+13 1.3392e+14 1.1395e+14 9.15904e+13 1.24408e+14 8.91526e+13 3.98713e+14 1.66128e+14 1.20945e+14 2.41888e+14 9.86296e+13 9.30578e+13 7.68198e+13 1.01296e+14 1.00121e+14 1.37294e+14 1.01176e+14 1.44855e+14 1.47014e+14 1.36028e+14 1.0422e+14
threshold=18.500000000000004 10391.500000000002 10876.500000000002 22.500000000000004 63.855000000000011 12.500000000000002 156.15000000000003 3191.5000000000005 64.405000000000015 44.046956350000009 40.024897700000004 98.020000000000024 39.718675700000013 4.5000000000000009 62.375000000000007 43.6005307 22.500000000000004 59.990753350000013 1.5000000000000002 61.335446300000008 62.995000000000012 59.898927250000007 59.905532300000012 30.226173900000003 30.242318500000007 6.0000000000000009 60.034792100000011 22.500000000000004 59.950512650000007 81.02500000000002
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=3 5 -3 -1 -5 6 8 -8 14 10 11 12 13 -10 -2 16 -16 19 -19 -17 -21 -11 -23 25 -25 -24 27 28 -27 -28
right_child=1 2 -4 4 -6 -7 7 -9 9 21 -12 -13 -14 -15 15 17 -18 18 -20 20 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=72.749747221999826 -872.71263955333745 128271.56463942307 -48382.244921875004 22753.416140220907 -241257.65068750002 572.43586897560147 329.54192274305558 106166.19740953948 358387.40397135419 -5382.6660021862135 -124731.24015395221 -21427.020616430167 50667.642132222885 81406.377124999999 30690.249687500003 2456.3076182855539 -304286.75699013163 326986.33346774196 39969.214490075421 74451.878480806059 17541.22499014276 33479.513924836341 62543.083068674328 -54769.804213284471 186.93452707658776 238955.68410326089 -17269.868055455827 -147940.47925265331 -86695.70479189117 96691.234121222253
leaf_weight=3512892 204985 65 24 29 25 263639 180 133 24 72552 51 196 424 50 20 6534 57 31 556 359 1439 1049 493 486 7031 23 170 106 29 152
leaf_count=3512892 204985 65 24 29 25 263639 180 133 24 72552 51 196 424 50 20 6534 57 31 556 359 1439 1049 493 486 7031 23 170 106 29 152
internal_value=0 -446.085 80634.6 71.2195 -99473.9 -458.953 -1374.09 45301.7 -1423.31 -3950.19 31669.4 43162.8 68583.7 171238 -445.107 9298.41 -217280 11254.5 55126.8 8163.65 28904.4 -4273.45 4163.04 540.784 -3366.21 30724.6 -1955.62 -80379 57342.4 36525.4
internal_weight=0 560858 89 3.51295e+06 54 560769 297130 313 296817 82836 745 694 498 74 213981 8996 77 8919 587 8332 1798 82091 9539 8490 7517 973 480 158 52 322
internal_count=4073804 560858 89 3512946 54 560769 297130 313 296817 82836 745 694 498 74 213981 8996 77 8919 587 8332 1798 82091 9539 8490 7517 973 480 158 52 322
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 1 6 1 4 0 4 6 1 0 1 1 5 1 2 4 0 1 4 0 4 4 6 1 7 1
split_gain=1.3433e+13 1.0086e+14 1.26162e+14 7.80418e+13 2.4216e+14 7.79977e+13 7.69601e+13 1.67608e+14 1.42568e+14 1.32907e+14 1.09522e+14 1.04207e+14 1.09086e+14 1.20478e+14 9.58171e+13 8.76003e+13 8.66259e+13 3.77271e+14 1.43166e+14 3.23413e+14 1.02173e+14 1.66218e+14 2.82717e+14 2.04777e+14 1.0686e+14 9.77372e+13 9.23521e+13 8.91118e+13 8.33627e+13 8.13141e+13
threshold=56.805000000000007 59.245000000000012 30.410676000000006 60.005000000000003 38.066230450000006 30.370944000000005 63.705000000000005 65.593879100000024 12.500000000000002 55.02095400000001 21.500000000000004 63.855000000000011 83.00362155000002 55.017684700000011 83.015546400000019 82.911604200000014 1.5000000000000002 30.157841000000001 75.000000000000014 20.500000000000004 59.950512650000007 30.330566300000005 8.5000000000000018 59.982409200000006 7.5000000000000009 5.5000000000000009 62.625000000000007 30.410676000000006 6.0000000000000009 37.290808600000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 16 14 15 -11 12 13 -8 -9 -10 17 -5 19 28 27 22 24 26 25 -22 -24 -20 -19 -13
right_child=1 3 -4 6 -6 -7 11 8 9 10 -12 29 -14 -15 -16 -17 -18 18 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-140.15037648807527 -4543.4838725828313 5641.9441769766854 2808.6524577249029 131241.29787198154 -5986.7594854205772 -29265.746644624389 -9826.9310353173241 -9020.4836636567998 -9675.2192018041442 -8950.5250097368134 19363.139793185233 -2223.8633433697587 -23983.755982234252 10843.232576758324 1342.4903334144435 27764.38660986922 3132.5725768217894 99816.991107047885 -37812.315740411934 -56678.51000540598 -89135.158750000002 -44659.161453276698 194403.27541555851 20576.062112572079 -162217.14832598713 216306.50323153409 401133.61218750005 7080.6139105122929 273537.84925373137 276.72036861889626
leaf_weight=2553014 12145 24353 209016 275 67663 1426 10034 28236 763 5169 1857 154343 3404 3922 13044 3454 152246 47 539 84 20 103 47 42 37 22 40 2461 67 825931
leaf_count=2553014 12145 24353 209016 275 67663 1426 10034 28236 763 5169 1857 154343 3404 3922 13044 3454 152246 47 539 84 20 103 47 42 37 22 40 2461 67 825931
internal_value=0 235.276 2202.01 -101.936 -2909.1 -7141.23 112.213 1859.25 -3026.92 6956.16 -1467.11 -253.001 -7933.01 -4018.08 -5745.9 20990.3 3504.04 18449.8 9610.32 92209.3 4670.84 59230.2 110675 201911 -38303.7 70858.1 289452 -985.149 201916 -116.994
internal_weight=0 1.52079e+06 222587 1.2982e+06 92016 13571 1.20619e+06 208553 52523 11243 7026 997634 17360 13956 41280 4217 156030 3784 3509 198 3311 311 208 129 79 42 87 3000 114 980274
internal_count=4073804 1520790 222587 1298203 92016 13571 1206187 208553 52523 11243 7026 997634 17360 13956 41280 4217 156030 3784 3509 198 3311 311 208 129 79 42 87 3000 114 980274
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=1 0 7 0 6 0 3 5 6 3 6 6 6 4 4 6 6 5 6 6 0 6 3 6 6 3 6 6 4 7
split_gain=1.28057e+13 2.85994e+14 6.67671e+13 1.2114e+14 1.86893e+14 1.59833e+14 1.33171e+14 1.19457e+14 9.77546e+13 9.18319e+13 1.06623e+14 1.14067e+14 7.28825e+13 7.2192e+13 6.90604e+13 6.49578e+13 8.2122e+13 6.41477e+13 1.21071e+14 1.01626e+14 1.00001e+14 9.72066e+13 1.30193e+14 6.24048e+13 7.20254e+13 9.94238e+13 8.223e+13 7.35614e+13 6.71517e+13 6.25582e+13
threshold=20.507515800000004 54.932051950000009 6.0000000000000009 54.707511300000007 92.02500000000002 54.73499850000001 6.5000000000000009 2.5000000000000004 79.710000000000022 3.5000000000000004 168.45000000000002 120.05000000000001 63.005000000000003 4.5000000000000009 9.5000000000000018 84.810000000000016 88.00500000000001 3.5000000000000004 95.045000000000016 114.05000000000001 54.724612400000005 108.05000000000001 5.5000000000000009 102.04000000000001 89.00500000000001 3.5000000000000004 72.50500000000001 55.015000000000008 5.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 14 -5 11 17 -7 -10 -4 -1 -17 18 -11 21 -19 22 -20 24 26 -26 27 -3 -28 -30
right_child=-2 23 7 5 -6 12 -8 -9 13 10 -12 -13 -14 -15 -16 16 -18 20 19 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-11633.846776169663 -12.53319134676806 27599.16785064197 -12152.945892775566 31478.973776601513 -159657.15398914425 6127.8859484342611 62095.855971115132 -29853.518233375369 131102.70811170214 -13700.218090599703 152153.31173780488 -101539.15116916233 -39349.64744854888 14701.410199123477 4471.0849015281201 247733.37691761364 -32247.291718749999 -202244.66924342106 14170.353226725259 -13210.402322908727 35703.731048768939 320732.65965909092 254034.16342329548 -47585.439469630284 308034.353 41877.485546875003 46352.260130818686 76075.530911430484 -154674.91409313725 22026.308380681818
leaf_weight=1544 4053548 610 4397 1567 86 844 813 1704 94 664 41 126 605 123 5789 22 20 38 72 82 33 22 33 71 25 32 72 643 51 33
leaf_count=1544 4053548 610 4397 1567 86 844 813 1704 94 664 41 126 605 123 5789 22 20 38 72 82 33 22 33 71 25 32 72 643 51 33
internal_value=0 2508.09 -896.756 7184.74 -16081.3 15059.4 26648 -5310.3 -1290.15 15886.5 -6105.68 -12169.8 -12860.3 65124.1 -2705.03 -8296.01 114409 -241.272 7192.8 73570.6 -91648.9 129602 89556.1 43975.4 48409.8 158613 43951.6 52475.7 -24514 -85256.6
internal_weight=0 20256 18719 6612 1672 4940 3491 12107 10403 2678 1111 1070 1449 217 10186 1586 42 944 873 209 71 127 105 1537 1466 57 1409 1253 156 84
internal_count=4073804 20256 18719 6612 1672 4940 3491 12107 10403 2678 1111 1070 1449 217 10186 1586 42 944 873 209 71 127 105 1537 1466 57 1409 1253 156 84
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=2 0 6 3 0 0 1 6 0 7 1 1 1 4 4 4 4 4 0 1 7 4 1 1 0 1 0 6 4 4
split_gain=1.273e+13 9.10894e+13 8.32868e+13 9.86648e+13 1.10222e+14 2.76815e+14 6.8457e+14 5.35905e+14 3.6224e+14 7.33105e+14 7.89687e+14 4.09508e+14 3.01496e+14 2.7307e+14 4.17457e+14 2.81596e+14 2.54036e+14 3.32984e+14 2.33947e+14 2.77857e+14 4.31565e+14 5.81121e+14 3.87733e+14 1.87135e+14 6.20743e+14 4.90919e+14 3.78947e+14 5.06826e+14 4.51094e+14 4.84709e+14
threshold=36.000000000000007 55.462387050000011 94.02500000000002 2.5000000000000004 55.801384500000005 55.759969450000007 37.517483500000004 61.025000000000006 55.753967500000009 6.0000000000000009 37.702956500000006 37.586700500000006 37.475446350000006 26.500000000000004 21.500000000000004 19.500000000000004 30.500000000000004 27.500000000000004 55.728148450000006 37.503969450000007 6.0000000000000009 25.500000000000004 37.475446350000006 37.631035900000008 55.595177750000005 37.475446350000006 55.554045200000012 50.995000000000012 28.500000000000004 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 -1 3 -3 5 8 7 12 18 -10 11 -11 -7 14 15 -13 17 -8 23 20 -20 22 -22 25 -25 -5 -27 -28 29 -29
right_child=-2 2 -4 4 -6 6 16 -9 9 10 -12 13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-29585.371152429481 48.975126001222236 -5145.0571086828713 10523.661391891161 -4859.7191272863165 -3418.6171790338267 -6224.1933117327189 25138.658283839857 30051.220974336036 13257.119952078761 8326.6236365846307 83434.275386333189 -83420.022192606644 -59679.734926197707 75810.425347222234 -177035.69966679244 160121.86576052298 -67186.552720091946 177499.66176185347 4884.0938603302166 4935.4307858570746 89130.120145230961 -20521.570997646933 282155.95204221492 -60681.642459440351 -3265.0497934984155 -4971.8834535252463 2608.3005645447006 7195.5445768069085 -24692.442547221359 50057.549372680769
leaf_weight=1083 3783399 43937 6660 43808 67282 1961 13348 1806 2684 466 347 1527 2284 90 550 49 294 145 2196 14493 1194 503 114 1965 45090 10713 12209 3838 1328 8441
leaf_count=1083 3783399 43937 6660 43808 67282 1961 13348 1806 2684 466 347 1527 2284 90 550 49 294 145 2196 14493 1194 503 114 1965 45090 10713 12209 3838 1328 8441
internal_value=0 -638.048 -529.692 -790.128 11.3909 1357.48 12465.7 -15574.6 -96.0592 -24797.7 -58518.1 -76884 -34985.7 -94802.8 -102025 -75848 24772.3 26776 871.234 11379.4 34686.9 70825.4 105953 -654.778 -5662.75 2278.49 10839.1 17400.3 30672.5 36660.3
internal_weight=0 290405 289322 282662 238725 171443 19838 6051 151605 5713 3029 2682 4245 2216 2126 1576 13787 13493 145892 18500 4007 1811 1308 127392 47055 80337 36529 25816 13607 12279
internal_count=4073804 290405 289322 282662 238725 171443 19838 6051 151605 5713 3029 2682 4245 2216 2126 1576 13787 13493 145892 18500 4007 1811 1308 127392 47055 80337 36529 25816 13607 12279
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=3 0 0 1 3 4 4 0 6 0 0 0 6 6 6 4 4 0 1 6 6 3 0 0 1 1 6 0 1 1
split_gain=1.38079e+13 4.70397e+13 4.09135e+13 3.63514e+13 5.13501e+13 5.11211e+13 5.51344e+13 7.4972e+13 9.55678e+13 5.09068e+13 4.17143e+13 9.92962e+13 3.96762e+13 3.69035e+13 3.47417e+13 3.33651e+13 3.22984e+13 6.2468e+13 7.9614e+13 4.76619e+13 1.48698e+14 8.69142e+13 4.89021e+13 1.31799e+14 1.01325e+14 8.83417e+13 1.32173e+14 8.28806e+13 5.53464e+13 5.92703e+13
threshold=27.500000000000004 55.539595350000006 54.707511300000007 37.517483500000004 28.500000000000004 30.500000000000004 32.500000000000007 55.801384500000005 72.020000000000024 55.858844800000007 55.858844800000007 55.840017500000009 79.710000000000022 74.615000000000009 93.050000000000011 31.500000000000004 32.500000000000007 55.667390500000003 37.543519500000009 130.05000000000004 120.05000000000001 21.500000000000004 55.737027400000009 55.696737300000009 37.425454150000007 37.682335600000009 95.045000000000016 55.883833400000007 37.318079750000003 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 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 15 4 -3 -5 7 8 -7 -9 11 12 -6 -12 -11 -2 -1 18 -18 20 22 -22 23 24 -19 26 -25 28 -24 -30
right_child=1 3 -4 5 10 6 -8 9 -10 14 13 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 27 25 -26 -27 -28 -29 29 -31
leaf_value=9.6972740993585553 74919.663206845245 -17409.952721105052 95426.00451446831 34524.593470098174 18502.867841554467 -87298.694017166606 1872.5106769315921 53279.597124908913 22451.536248553242 -11822.108079227786 9925.2959144905835 128631.08719029017 106688.11519886366 -94548.625568181829 -144958.66028645833 -96060.313500000004 -5519.9016683030313 -102600.43453045281 39247.951483840283 -60799.147877465228 42677.568002717395 324060.82410714286 -86300.034312996038 -140078.26283203127 989.95919689153402 -30562.478200870224 85526.204687500009 -13792.11715319526 72107.743099888394 5945.9353706681923
leaf_weight=4054321 21 323 103 362 705 299 2824 132 108 294 146 105 55 44 21 25 929 98 694 164 23 21 63 160 2587 1282 31 3602 140 4122
leaf_count=4054321 21 323 103 362 705 299 2824 132 108 294 146 105 55 44 21 25 929 98 694 164 23 21 63 160 2587 1282 31 3602 140 4122
internal_value=0 4976.87 60407.3 3452.49 17477.6 -1331.34 -4860.39 -27124.7 -58175.8 1147.82 28158.8 37478.2 24884.7 -14268.7 -20697.9 -18004.2 -6.81038 -4816.19 13623 -7250.65 -6526.6 176974 -7194.7 -15977.9 -2790.99 -40015.1 -103462 -2587.6 6743.89 8119.25
internal_weight=0 5567 149 5418 1378 4040 3678 854 407 447 1055 865 760 190 315 46 4.06824e+06 13916 1623 12293 12129 44 12085 4158 2685 1473 191 7927 4325 4262
internal_count=4073804 5567 149 5418 1378 4040 3678 854 407 447 1055 865 760 190 315 46 4068237 13916 1623 12293 12129 44 12085 4158 2685 1473 191 7927 4325 4262
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=6 6 1 4 5 1 4 0 2 0 2 1 1 6 7 4 0 0 1 2 1 0 0 1 4 1 0 1 0 4
split_gain=1.34227e+13 5.72624e+13 9.90379e+13 8.91714e+13 9.49204e+13 8.86688e+13 8.35957e+13 7.7753e+13 8.47698e+13 6.76307e+13 6.27383e+13 2.84769e+14 3.5263e+14 2.74032e+14 1.91096e+14 4.90047e+14 2.59271e+14 3.31419e+14 3.28984e+14 2.79461e+14 2.37171e+14 1.97064e+14 2.75091e+14 2.59241e+14 5.90449e+14 3.36657e+14 1.99316e+14 1.98893e+14 1.95913e+14 1.91225e+14
threshold=41.505000000000003 45.005000000000003 38.430814800000007 5.5000000000000009 1.5000000000000002 38.893394150000006 7.5000000000000009 56.041614100000011 75.000000000000014 59.864072000000007 3338.0000000000005 56.805602900000004 60.307188350000011 64.015000000000015 6.0000000000000009 9.5000000000000018 55.017684700000011 55.026775150000006 83.007653300000015 8574.5000000000018 82.963919600000011 55.123213100000008 54.980317700000008 82.825258850000026 8.5000000000000018 82.886781200000016 55.046782850000007 82.906746050000024 56.818587550000011 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 -4 9 8 -6 -5 -3 13 -13 -12 16 21 18 20 19 -14 -18 22 -16 24 29 26 -25 -27 -23 -24
right_child=1 10 5 6 7 -7 -8 -9 -10 -11 11 12 14 -15 15 -17 17 -19 -20 -21 -22 28 23 25 -26 27 -28 -29 -30 -31
leaf_value=264.39912739353201 18251.24117292852 -370.18153450195132 -12561.852099164003 -9473.717640699344 -5375.2105077412043 -1804.7080776622199 -27.313933497843159 -2357.2232271567632 9955.7036997632276 -46471.220922570479 7337.5827344711788 -12065.10364841977 -32200.01537195723 40.374200030840669 8062.4956196686708 1304.2603213996269 30494.927654054827 -41.204631934044208 976.43379603971744 -6719.1521021556782 5144.7540341890654 -2737.654031127121 1461.9517985026041 41554.157828509226 -98029.670048384229 -56143.300700577442 193826.1857626584 58792.025941389744 31097.937338740165 111429.5078184679
leaf_weight=1305005 4777 1333469 7850 2637 4488 320997 78570 14807 18366 608 111737 24253 4509 95400 2591 263660 6016 285705 72727 94767 9548 4753 282 122 352 161 291 2322 2674 360
leaf_count=1305005 4777 1333469 7850 2637 4488 320997 78570 14807 18366 608 111737 24253 4509 95400 2591 263660 6016 285705 72727 94767 9548 4753 282 122 352 161 291 2322 2674 360
internal_value=0 -124.618 -1152.71 1252.46 4972.08 -2061.49 -676.927 3287.73 6945.06 -16405.8 76.5435 683.014 -197.207 3976.75 186.14 2269.3 -1035.61 732.924 -4133.25 -7876.46 14943.4 20563.9 33306.5 50120.7 6056.79 65244.8 148845 51339.5 9444.43 63126
internal_weight=0 2.7688e+06 453100 124253 42438 328847 81815 37661 22854 3245 2.3157e+06 982230 775093 207137 750840 277568 473272 301269 172003 99276 15564 13908 6481 3890 994 2896 413 2483 7427 642
internal_count=4073804 2768799 453100 124253 42438 328847 81815 37661 22854 3245 2315699 982230 775093 207137 750840 277568 473272 301269 172003 99276 15564 13908 6481 3890 994 2896 413 2483 7427 642
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 6 6 6 1 3 4 4 5 6 7 5 6 0 1 4 4 0 1 1 1 4 6 2 1
split_gain=1.36651e+13 3.94657e+13 7.92089e+13 6.00601e+13 3.64669e+13 6.94767e+13 3.23263e+13 3.14043e+13 6.60674e+13 3.64807e+13 3.30433e+13 4.65283e+13 3.82908e+13 3.7739e+13 3.11459e+13 5.20242e+13 4.61123e+13 3.04018e+13 2.90259e+13 2.69695e+14 1.91058e+14 2.80711e+14 1.30297e+14 3.29651e+14 6.28887e+14 2.36301e+14 1.90958e+14 1.78736e+14 1.66361e+14 1.86835e+14
threshold=42.965693300000005 43.051287600000009 47.504912950000005 104.01000000000001 47.504912950000005 47.17130860000001 68.515000000000015 118.04500000000002 116.05000000000001 44.628646350000004 6.5000000000000009 6.5000000000000009 4.5000000000000009 2.5000000000000004 168.45000000000002 6.0000000000000009 4.5000000000000009 189.00000000000003 43.687280500000007 39.625203600000013 5.5000000000000009 6.5000000000000009 44.046956350000009 40.377616600000003 39.723160900000003 39.231261550000006 17.500000000000004 41.990000000000002 9613.5000000000018 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 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 7 -4 5 -1 -6 8 -2 -9 11 12 -11 -13 15 -12 -16 -14 19 20 -3 -22 23 24 25 -20 -27 -26 29 -25
right_child=1 18 3 -5 6 -7 -8 9 -10 10 14 13 17 -15 16 -17 -18 -19 22 -21 21 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-21204.492090468804 1346.3837084983222 13486.497767103043 15320.784965945038 60317.596608473992 -369.88039205530384 22512.752015487011 -10077.888312306393 -112975.63062499999 -87126.530257352948 56742.036788504469 31124.628141801077 -61331.49817708334 2980.0085841758578 78262.790067692651 122957.69395032054 -70063.389291817803 -55571.029891304352 -96957.526521381587 -75160.657336715056 -2422.7252357403017 433790.82810444082 60758.609920058145 -10.293438992759585 -802.54817293987935 82399.328931854994 32687.519956876495 343017.81953125005 267356.66384480795 -21041.668893662059 27516.089344811382
leaf_weight=503 12052 74 1977 349 7716 1311 6175 20 85 112 93 21 153 249 39 112 23 38 211 64663 38 43 3961675 7724 82 2312 20 144 2454 3336
leaf_count=503 12052 74 1977 349 7716 1311 6175 20 85 112 93 21 153 249 39 112 23 38 211 64663 38 43 3961675 7724 82 2312 20 144 2454 3336
internal_value=0 11.3937 5076.83 22072.2 -2944.07 10390.5 -4685.4 2035.25 726.774 20501.5 23679.6 37218.4 10319 67405.5 -5375.63 -24158.6 56729.3 -16902.9 -7.80543 -2106.91 129643 235761 26.3981 8953.49 40386.8 26179.7 35349 200248 2512.84 7739.13
internal_weight=0 4.0581e+06 15323 2326 15705 1814 13891 12997 12137 860 840 573 303 270 267 205 62 191 4.04278e+06 64818 155 81 3.97796e+06 16283 2769 2543 2332 226 13514 11060
internal_count=4073804 4058099 15323 2326 15705 1814 13891 12997 12137 860 840 573 303 270 267 205 62 191 4042776 64818 155 81 3977958 16283 2769 2543 2332 226 13514 11060
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=4 0 0 3 4 6 0 0 0 5 1 1 3 0 6 1 5 1 1 6 7 2 6 6 0 6 0 0 2 0
split_gain=1.3475e+13 4.27193e+13 4.16557e+13 3.85566e+13 5.19502e+13 4.19804e+13 4.87142e+13 3.33036e+13 3.41115e+13 2.82631e+13 3.68951e+13 2.78393e+13 2.7551e+13 2.70622e+13 2.54748e+13 2.42735e+13 3.7413e+13 2.89373e+13 3.85298e+13 6.10069e+13 3.60138e+13 2.43754e+13 6.39786e+13 2.64495e+13 3.47675e+13 6.47168e+13 2.79793e+13 2.37897e+13 5.92577e+13 1.24507e+14
threshold=2.5000000000000004 60.034792100000011 60.01610465000001 1.5000000000000002 1.5000000000000002 73.00500000000001 59.939085000000013 59.898927250000007 59.699368850000006 3.5000000000000004 20.507515800000004 20.507515800000004 4.5000000000000009 44.046956350000009 168.45000000000002 83.007653300000015 4.5000000000000009 60.307188350000011 61.335446300000008 101.02000000000002 6.0000000000000009 915.50000000000011 138.05000000000004 142.05000000000004 57.174562350000009 168.45000000000002 57.57007620000001 43.550475500000012 9613.5000000000018 43.472751400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 7 8 27 10 -6 -5 13 -13 -3 17 -17 20 19 -19 21 22 -11 26 25 -25 -23 28 29 -7
right_child=-2 14 -4 5 9 6 -8 -9 -10 15 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1415.1855674152739 -30.602634381397799 -8374.245395174099 82796.458981274802 -87682.899994574997 69955.953415697673 -38546.925097656254 110763.3353219697 -114477.56038306451 80319.585537347564 18661.009089843752 4390.439794027724 14589.026673049868 84303.65770795774 -246.05708178187706 92820.004431640627 6022.3975171232887 -142742.50230823865 16117.105782063803 24910.991344038266 231654.61093750002 -70205.901564719461 19162.105806968375 230285.75625000001 -119581.12518750002 -137042.66979166667 88692.155278716222 105057.94406250001 -9655.5035293423407 38071.381110963986 -293988.33315217396
leaf_weight=18145 3961637 5058 63 36 86 112 33 31 41 50 42365 1269 39 39661 25 73 22 24 83 29 44 730 20 25 24 37 40 3920 59 23
leaf_count=18145 3961637 5058 63 36 86 112 33 31 41 50 42365 1269 39 39661 25 73 22 24 83 29 44 730 20 25 24 37 40 3920 59 23
internal_value=0 1080.86 1506.04 1458.19 3081.93 -760.592 -10259 -11213.1 -10442.7 4951.26 4523.27 216.702 293.94 213.892 -7876.54 20079.2 -28428.4 24245.8 67444.2 134053 18189.1 22389.3 79125.2 17749.7 -34848.2 4710.99 23624.2 -11347.2 -45529.8 -82066.6
internal_weight=0 112167 107084 107021 61797 45224 4219 4186 4155 43652 42451 41005 40969 40930 5083 1201 95 1106 136 53 970 926 70 856 86 62 770 4114 194 135
internal_count=4073804 112167 107084 107021 61797 45224 4219 4186 4155 43652 42451 41005 40969 40930 5083 1201 95 1106 136 53 970 926 70 856 86 62 770 4114 194 135
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 1 4 0 7 6 0 0 6 0 4 5 4 1 1 0 1 0 1 1 1 0 1 1 1 0 6 1 0 0
split_gain=1.31922e+13 1.03778e+14 5.22032e+14 2.46583e+14 2.10719e+14 1.38228e+14 9.99431e+13 1.1475e+14 1.01279e+14 9.05312e+13 1.31245e+14 1.0461e+14 9.46185e+13 2.81407e+14 2.24288e+14 2.60384e+14 3.57839e+14 3.26517e+14 3.10336e+14 3.42559e+14 5.10296e+14 2.7827e+14 2.47924e+14 6.00795e+14 5.9896e+14 5.6213e+14 6.2169e+14 5.12799e+14 3.74529e+14 3.18278e+14
threshold=451.00000000000006 36.865631950000008 12.500000000000002 55.418618900000006 6.0000000000000009 79.710000000000022 55.702806750000008 55.579943700000008 114.05000000000001 54.86311005000001 16.500000000000004 2.5000000000000004 16.500000000000004 39.135518400000002 38.247071200000008 55.622114900000007 37.768783500000005 55.702806750000008 37.543519500000009 37.425454150000007 37.401708450000008 55.348830750000012 37.318079750000003 37.46219940000001 37.631035900000008 55.685785750000008 45.005000000000003 37.618684050000006 55.676890650000011 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 -8 10 -3 -12 -11 14 15 16 18 22 19 20 -14 -18 -17 28 25 26 -25 -27 -24 -26
right_child=-2 9 4 5 -6 6 8 -9 -10 12 11 -13 13 -15 -16 17 21 -19 -20 -21 -22 -23 23 24 29 27 -28 -29 -30 -31
leaf_value=12044.124588297407 -80.359930614165904 -16968.883106764009 6654.4873326603329 -16398.02576671416 71427.046500476441 -48351.313251835469 -61461.244317724719 -216187.92763061525 52958.605464594417 1734.6717759018238 12571.781771995908 176386.95805191534 -970.43474066523925 356933.15339799365 26260.565067481431 25453.972348901476 39730.963148580777 -1843.5475909773916 3820.4047973994852 -20162.034580133801 103019.13262185389 -26795.559608341038 -6552.0180967731094 3856.2475007492485 -14456.792009019591 -12472.932549787605 80830.031869957864 127713.86993674308 -51855.770779377897 9611.8558172635876
leaf_weight=3221 3396489 4294 945 12687 1072 83 437 80 94 378395 105 62 4116 22 3045 6402 668 155165 27106 14815 533 10700 10043 1538 6950 2687 3302 289 2230 26229
leaf_count=3221 3396489 4294 945 12687 1072 83 437 80 94 378395 105 62 4116 22 3045 6402 668 155165 27106 14815 533 10700 10043 1538 6950 2687 3302 289 2230 26229
internal_value=0 402.976 -6959.45 -12795.8 41080 -18775.2 -62231.5 -130725 -41206.1 611.086 -13586.3 73389.4 707.892 -700.635 -729.161 -1030.45 -6979.91 574.035 -3097.05 -12730.5 10951.8 -22886.4 6860.68 4626.05 10436.9 35341.1 56370.2 1140.64 -14783.7 4570.2
internal_weight=0 677315 18619 16602 2017 13381 694 163 531 658696 4461 167 654235 275840 275818 272773 57938 214835 46570 19464 4649 11368 59670 53268 40995 7816 4840 2976 12273 33179
internal_count=4073804 677315 18619 16602 2017 13381 694 163 531 658696 4461 167 654235 275840 275818 272773 57938 214835 46570 19464 4649 11368 59670 53268 40995 7816 4840 2976 12273 33179
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 1 0 2 0 6 4 0 4 1 1 1 6 1 3 6 7 4 6 2 0 1 1 1 0 4
split_gain=1.27228e+13 1.79815e+14 2.01367e+14 2.17874e+14 2.66719e+14 2.01696e+14 1.74663e+14 1.44009e+14 1.53083e+14 1.41506e+14 1.35883e+14 2.26466e+14 1.80597e+14 1.57929e+14 1.42126e+14 2.11005e+14 1.90718e+14 1.32394e+14 1.31383e+14 1.27773e+14 1.26476e+14 1.49173e+14 1.24534e+14 1.22244e+14 1.35524e+14 1.21919e+14 1.2164e+14 1.39496e+14 4.19702e+14 3.07449e+14
threshold=56.128722100000005 56.324067350000007 5.5000000000000009 21.500000000000004 43.997056950000008 43.56803845000001 56.067362750000008 2865.5000000000005 56.288960650000007 82.905000000000015 5.5000000000000009 56.638205000000006 9.5000000000000018 39.777866350000004 39.908802000000009 40.377616600000003 68.515000000000015 47.386825600000002 11.500000000000002 86.030000000000015 6.0000000000000009 24.500000000000004 82.00500000000001 2421.5000000000005 56.888401950000009 47.256487700000001 92.865667950000017 43.932356550000009 56.309668500000008 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=6 2 5 26 20 7 -1 8 -2 17 11 -3 13 18 -15 16 -16 -8 -12 -6 21 -5 -23 24 -13 -7 27 29 -29 -4
right_child=1 10 3 4 19 25 9 -9 -10 -11 12 23 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.858517141151374 -17317.935248375081 -6461.1721141039898 2973.3924779474833 8361.5516506779804 -22420.845894974907 7867.1100791272174 -264.83678880300693 -26319.681444442449 10245.922385965196 -31566.973921190569 -6836.3582947185832 111.52115109804765 166.26504098100236 11579.150294465067 -10974.675912250184 -970.84672232896014 -53408.27426655154 -11430.60639010195 -245876.06195652173 -84302.81676031783 -6031.2089503025991 71176.216060755964 268236.08848214283 3155.8407774350849 -20721.546204611564 -7005.9962976771658 -11541.60044715689 9745.7537749201092 39042.114720631944 186311.46728621772
leaf_weight=2958794 4063 30564 15807 548 2637 20268 24912 4295 3997 2106 78451 10300 480954 8181 5568 106224 1308 18509 23 382 1189 383 35 249106 4481 7570 2380 24572 6105 92
leaf_count=2958794 4063 30564 15807 548 2637 20268 24912 4295 3997 2106 78451 10300 480954 8181 5568 106224 1308 18509 23 382 1189 383 35 249106 4481 7570 2380 24572 6105 92
internal_value=0 296.194 4465.42 8446.87 -11068.4 -896.615 -105.44 -11530 -3648.86 -6252.26 -107.076 1687.73 -883.449 -3410.87 -1149.09 -2069.78 -19046.7 -5024.45 -6906.42 -30250.9 15805 42682.1 87676.4 2631.56 -6204.22 3822.66 10509.4 11636.2 15576 4034.28
internal_weight=0 1.06948e+06 94323 54130 5174 40193 3.00432e+06 12355 8060 45527 975160 294451 680709 199755 121281 113100 6876 43421 78474 3019 2155 966 418 263887 14781 27838 48956 46576 30677 15899
internal_count=4073804 1069483 94323 54130 5174 40193 3004321 12355 8060 45527 975160 294451 680709 199755 121281 113100 6876 43421 78474 3019 2155 966 418 263887 14781 27838 48956 46576 30677 15899
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=6 6 6 0 4 4 0 4 6 1 0 4 3 5 6 1 0 0 1 5 1 1 0 0 0 1 1 5 1 0
split_gain=1.25933e+13 3.36857e+13 1.26131e+14 9.81701e+13 1.28451e+14 1.43488e+14 1.12895e+14 9.64408e+13 1.88481e+14 3.89583e+14 3.58627e+14 2.1489e+14 2.0582e+14 1.56126e+14 1.50182e+14 1.46288e+14 1.3401e+14 1.30387e+14 2.41877e+14 1.71675e+14 1.33277e+14 1.28702e+14 1.24067e+14 1.74089e+14 1.15568e+14 1.62988e+14 1.14109e+14 1.08696e+14 1.76e+14 1.2498e+14
threshold=100.05000000000001 77.010000000000005 74.015000000000015 55.649510000000014 10.500000000000002 28.500000000000004 55.81943720000001 10.500000000000002 86.920000000000016 38.109452700000006 59.825842200000004 9.5000000000000018 1.5000000000000002 3.5000000000000004 77.565000000000012 37.702956500000006 54.942865800000007 55.676890650000011 37.131181300000009 2.5000000000000004 30.084656550000002 37.563506350000004 54.73499850000001 54.724612400000005 43.550475500000012 39.873894000000007 36.593086150000012 3.5000000000000004 82.956351500000011 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 15 -11 -12 14 -13 17 24 22 19 20 -19 -20 23 -3 25 -10 -24 29 -29 -18
right_child=-2 7 3 6 5 -7 -8 -9 16 11 12 13 -14 -15 -16 -17 27 18 21 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=27.380570100111978 -1020.126201920209 -14278.02963471735 -2253.4824875942259 9652.4596901360401 -13892.145602601186 95342.80024050879 -3289.1391809998672 -786.08560026464318 -259986.39290865386 6064.6748603905971 -32624.602609903744 69436.988577994969 18177.032769851583 1489.1383881140771 21166.108568107942 -32018.42468677006 -1916.6542012267264 -188011.93362735215 41736.064091837594 -8632.9016317700589 -47244.265321281026 -5586.4195613086158 -84820.838064860611 61229.653079113334 8653.2243849741244 -8721.1113644532506 -26512.716173468303 -18601.324788583253 20297.024063896108 19661.952313301485
leaf_weight=3514705 117522 3803 23555 8837 19443 121 28414 169582 26 44569 905 674 6714 4181 14745 3630 67626 93 1619 1890 243 891 417 332 22057 3650 1720 7674 1371 2795
leaf_count=3514705 117522 3803 23555 8837 19443 121 28414 169582 26 44569 905 674 6714 4181 14745 3630 67626 93 1619 1890 243 891 417 332 22057 3650 1720 7674 1371 2795
internal_value=0 30.303 -62.1888 -3979.2 -7227.66 -13216.5 -219.023 950.87 2488.02 5948.14 -5451.92 9902.25 12142.7 18628.6 23276.1 -14609.8 -354.636 -8869.16 3655.31 -20342.2 -86206.7 24937.5 -18326.4 -8215.5 5917.4 -10498.3 -37890.6 -2385.67 -12705.3 -1060.2
internal_weight=0 3.95628e+06 3.59508e+06 80370 43119 19564 37251 361207 191625 86426 22257 64169 7619 19600 15419 14638 105199 11008 4736 2226 336 2510 6272 4135 25733 3676 2137 79466 9045 70421
internal_count=4073804 3956282 3595075 80370 43119 19564 37251 361207 191625 86426 22257 64169 7619 19600 15419 14638 105199 11008 4736 2226 336 2510 6272 4135 25733 3676 2137 79466 9045 70421
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 0 7 0 4 4 0 6 0 0 6 0 0 4 4 1 6 0 4 6 2 5 6 6 0 1
split_gain=1.25113e+13 8.16287e+13 4.27115e+14 2.68784e+14 9.30733e+13 1.22753e+14 2.19916e+14 2.18974e+14 1.52399e+14 1.17264e+14 4.69792e+14 1.14735e+14 1.03289e+14 9.92998e+13 1.16385e+14 9.08738e+13 9.03535e+13 8.39287e+13 1.15177e+14 8.15878e+13 8.07648e+13 7.97345e+13 1.21752e+14 9.18644e+13 9.1682e+13 1.8743e+14 2.32726e+14 2.23976e+14 2.25362e+14 2.83178e+14
threshold=451.00000000000006 36.865631950000008 17.500000000000004 55.418618900000006 55.876067900000002 55.850146250000009 6.0000000000000009 55.696737300000009 7.5000000000000009 10.500000000000002 56.309668500000008 80.720000000000013 55.768246800000007 55.702806750000008 99.050000000000011 56.020150250000007 55.759969450000007 6.5000000000000009 10.500000000000002 39.652459050000012 68.515000000000015 54.86311005000001 16.500000000000004 96.050000000000011 75.000000000000014 2.5000000000000004 89.00500000000001 78.010000000000005 55.418618900000006 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 13 -6 15 -10 -9 20 16 -11 -15 -8 -19 21 -5 22 23 -3 -23 26 -26 28 -27 -30
right_child=-2 19 -4 4 9 -7 7 12 11 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 24 -24 -25 25 27 -28 -29 29 -31
leaf_value=15111.850368052375 -78.258445874939909 -14717.409866799875 76367.935705385418 -21723.924571979751 -10107.524508744922 -81228.499207342858 -24594.31151194853 -86573.93820242933 -44162.74729753573 148827.18811556188 -42684.256312144891 -127988.16972854204 31829.960277119622 12981.058173476398 148867.68856026788 335900.26957236842 -71191.014903720119 231894.88912898937 66322.061175968673 -25761.499098644876 -80228.283925177981 -609.82376056646604 71752.349917528103 -177399.75312500002 758.34713163073502 -5067.250366711356 -51279.933583100712 -517.8294939100756 27869.310256239249 8491.5504126706983
leaf_weight=3699 3396489 4203 607 2653 7230 351 85 186 1391 82 198 185 122 885 56 38 149 47 396 1174 259 290369 164 35 285636 7684 862 30169 10309 28091
leaf_count=3699 3396489 4203 607 2653 7230 351 85 186 1391 82 198 185 122 885 56 38 149 47 396 1174 259 290369 164 35 285636 7684 862 30169 10309 28091
internal_value=0 392.438 -6137.22 -8917.62 -15127.7 -23645.5 -20494.4 27335.6 -27662.9 -7493.49 51938.9 -54002.7 -39673.7 -17290.2 8456.3 208067 851.814 66424.4 83888.5 577.008 -26927.4 624.035 -12789.4 -16060.9 714.441 1774.47 601.777 6180.5 10565.6 13693.8
internal_weight=0 677315 18619 18012 14313 6765 6414 836 5578 7548 318 1576 308 4002 1090 120 1034 528 443 658696 2912 657522 4402 4238 653120 362751 286498 76253 46084 38400
internal_count=4073804 677315 18619 18012 14313 6765 6414 836 5578 7548 318 1576 308 4002 1090 120 1034 528 443 658696 2912 657522 4402 4238 653120 362751 286498 76253 46084 38400
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 1 6 0 1 0 7 4 1 0 0 4 0 0 4 4 1 0 0 1 4 1 0 1 1 0
split_gain=1.27262e+13 6.4772e+13 5.09205e+13 4.8262e+13 2.56944e+14 2.97069e+14 2.08914e+14 1.88505e+14 2.97213e+14 1.59085e+14 1.74374e+14 3.12227e+14 2.64106e+14 2.45543e+14 3.56641e+14 2.78508e+14 2.75475e+14 3.2077e+14 2.59172e+14 2.2796e+14 2.14858e+14 2.05093e+14 2.231e+14 2.22242e+14 4.95372e+14 2.796e+14 1.78461e+14 1.71516e+14 1.67732e+14 2.58245e+14
threshold=42.005000000000003 44.010000000000012 37.924401400000008 3338.0000000000005 56.805602900000004 60.307188350000011 68.00500000000001 57.205086850000008 72.839788400000018 57.14107305000001 6.0000000000000009 9.5000000000000018 61.400814300000008 55.111813300000001 55.173955500000005 8.5000000000000018 56.818587550000011 56.850115550000005 17.500000000000004 10.500000000000002 60.590708550000009 55.123213100000008 54.980317700000008 82.825258850000026 8.5000000000000018 82.886781200000016 56.83050475000001 60.590708550000009 83.015546400000019 54.947759400000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 9 -9 10 12 21 13 -7 -15 -16 19 18 -18 -17 26 22 -12 24 -24 -25 -20 -19 29 -14
right_child=1 3 -4 4 5 7 -8 8 -10 -11 11 -13 28 14 15 16 17 27 20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=244.62890285144118 1006.2907264257074 -351.58861380963117 -2473.9144437504642 5905.283849476521 -10822.642119571963 -32909.510126822992 -582.7175620644922 -27049.721136933229 3961.1684775320391 7457.7543752784304 6942.807097624308 1225.1222625631453 -11983.080630160961 26042.038678074707 11099.715183539243 351.72415669650587 10817.192903382549 -15577.356634128948 46029.126016942857 -15550.963234082761 24373.25231855172 4410.0931094834586 56491.806004534585 133997.64539548435 -89034.992774634928 45647.669750247362 130548.40941295278 7261.8340872122835 694.06297397335084 -2605.4973558523575
leaf_weight=1397217 54244 1412969 186897 140012 25832 1819 76883 6438 5944 29643 2677 260841 33990 6916 26072 20152 8659 6309 578 16309 1685 6567 645 416 367 2578 440 6867 117958 215880
leaf_count=1397217 54244 1412969 186897 140012 25832 1819 76883 6438 5944 29643 2677 260841 33990 6916 26072 20152 8659 6309 578 16309 1685 6567 645 416 367 2578 440 6867 117958 215880
internal_value=0 -127.7 -1691.05 27.0925 550.395 -272.155 3605.48 77.3672 -12162.9 274.872 -13.748 1985.81 -1195.85 3480.72 4185.01 2448.92 -1248.58 6943.13 19255.5 -6761.55 46287.5 16960.8 29293.7 44229.7 3716.77 57923.4 82560.1 -3674.14 -2413.93 -3881.14
internal_weight=0 2.67659e+06 241141 2.43545e+06 1.02248e+06 805582 216895 779750 12382 767368 737725 274091 463634 95806 93987 87071 60999 24538 11362 36461 2703 13250 6683 4006 1012 2994 1018 13176 367828 249870
internal_count=4073804 2676587 241141 2435446 1022477 805582 216895 779750 12382 767368 737725 274091 463634 95806 93987 87071 60999 24538 11362 36461 2703 13250 6683 4006 1012 2994 1018 13176 367828 249870
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=0 0 2 7 2 2 0 1 1 4 6 6 6 0 1 6 1 5 1 1 6 1 1 2 2 0 1 6 0 0
split_gain=1.36054e+13 3.49795e+14 3.73698e+14 1.74664e+14 2.78736e+14 2.73076e+14 2.62306e+14 2.38643e+14 2.96022e+14 3.07798e+14 3.53253e+14 1.86065e+14 2.05139e+14 1.81394e+14 1.77617e+14 1.75143e+14 2.43337e+14 2.27081e+14 1.71483e+14 1.6798e+14 2.24826e+14 1.646e+14 2.63844e+14 1.59981e+14 1.56997e+14 5.81805e+14 6.22613e+14 3.04104e+14 2.21747e+14 2.63975e+14
threshold=55.026775150000006 55.018166200000003 5261.5000000000009 6.0000000000000009 2200.0000000000005 2200.0000000000005 54.973017600000006 39.231261550000006 39.178027400000005 17.500000000000004 97.020000000000024 87.395000000000024 44.605000000000011 55.007293000000011 39.703507450000011 55.015000000000008 38.066230450000006 1.5000000000000002 83.00362155000002 82.948524700000021 63.005000000000003 82.901648750000021 82.948524700000021 2691.5000000000005 2810.0000000000005 54.431501800000014 56.128886000000001 79.015000000000015 51.567244500000008 53.506098950000009
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 8 9 10 -1 12 -7 24 -9 -5 -17 -18 23 -15 -21 -4 -23 -14 25 28 27 -27 -6 -30
right_child=-2 2 21 5 13 11 -8 14 -10 -11 -12 -13 18 19 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2013.970680767213 -155.76818626390013 -67018.513303014508 -6684.9565088350637 3535.4278217577698 29512.055916736579 -1259.2733041579904 -81918.70186319988 -27312.143649767491 17060.688988466281 -38429.655009052913 -86993.16596933594 -8598.7594508273778 -23362.360368386802 13784.435373995286 461.0386714850639 -40313.299362135091 93944.402602238755 20667.137325924923 15789.865992450465 -4044.5697728260188 -20484.59336769865 35226.359829821908 10157.081058014797 3086.4240348248536 -341.65841147686848 14197.076933015174 -27595.016590004903 45372.777088040712 -19483.058860279994 -438.20357056757297
leaf_weight=22585 2359546 607 4007 12739 1801 155648 480 8531 5924 2898 500 18834 2310 3937 3154 632 439 11534 10668 37410 10697 5216 21515 229191 1072884 29724 3376 3497 10682 22838
leaf_count=22585 2359546 607 4007 12739 1801 155648 480 8531 5924 2898 500 18834 2310 3937 3154 632 439 11534 10668 37410 10697 5216 21515 229191 1072884 29724 3376 3497 10682 22838
internal_value=0 214.403 10681.2 19.4536 -588.552 1726.45 -8398.77 -7589.23 -3111.66 -7710.86 -3854.54 1113.42 1573.23 -300.953 -19815.6 11804.6 20161.7 23353.9 3393.75 -6074.89 -7700.15 12215.6 15048.8 2822.51 -38.4631 4484.65 13320.8 17478.8 -4670.72 -6507.33
internal_weight=0 1.71426e+06 31345 1.68291e+06 1.24092e+06 441995 44072 43592 31907 25983 23085 416651 397817 1.19685e+06 11685 25344 12605 11973 242169 52044 48107 30738 26731 231501 1.1448e+06 71918 36597 33221 35321 33520
internal_count=4073804 1714258 31345 1682913 1240918 441995 44072 43592 31907 25983 23085 416651 397817 1196846 11685 25344 12605 11973 242169 52044 48107 30738 26731 231501 1144802 71918 36597 33221 35321 33520
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=6 6 1 6 2 0 7 0 5 1 1 0 1 4 4 1 1 4 0 0 0 1 1 4 0 4 6 1 0 0
split_gain=1.3523e+13 5.14382e+13 1.06435e+14 6.22651e+13 1.09987e+14 2.77312e+14 1.19802e+14 1.48448e+14 1.84294e+14 1.51199e+14 1.37841e+14 1.66855e+14 1.75148e+14 1.6144e+14 1.36185e+14 1.35626e+14 1.19785e+14 1.18159e+14 1.07126e+14 1.02502e+14 1.02322e+14 1.36206e+14 1.00383e+14 1.27849e+14 9.78571e+13 1.22733e+14 9.51386e+13 1.52767e+14 1.01917e+14 9.23339e+13
threshold=42.005000000000003 45.005000000000003 37.873748150000004 49.010000000000012 36.000000000000007 55.806294650000005 6.0000000000000009 55.702806750000008 1.5000000000000002 37.488790500000007 37.618684050000006 55.791814000000009 37.563506350000004 14.500000000000002 5.5000000000000009 37.618684050000006 37.631035900000008 24.500000000000004 55.710673100000008 55.775215600000003 55.676890650000011 37.46219940000001 37.682335600000009 28.500000000000004 55.866549750000011 17.500000000000004 54.010000000000012 38.109452700000006 44.685196900000008 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 15 18 11 12 13 -11 -14 17 -17 -9 -10 -16 -3 -22 23 -8 25 -7 27 28 -5 -27
right_child=1 3 -4 26 -6 24 22 8 9 10 -12 -13 14 -15 19 16 -18 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=252.17070540785417 1871.2506220160471 -13891.739121280216 -2189.3986116371611 21384.269014815382 1770.4679236686688 -69953.880717436943 29076.906693106856 118480.10953901242 -216772.99277343752 -35453.085476801949 -10722.542475358616 -67203.733286830349 2431.4283615757045 128115.02259191178 197520.74104444517 -199910.57847222223 25565.784719139308 -68285.807072368421 -41226.053834563616 24596.184166061048 -234652.91516768295 -46180.809797297297 -15612.626004756952 -26083.405909301509 -11410.826285092917 -51280.833166932178 142.59690579048132 -3125.9842880320753 1051.7598404901726 6856.2385672244509
leaf_weight=1397217 84190 2815 276698 2530 297234 1023 2986 312 38 208 1321 112 71 85 169 27 185 38 408 43 41 592 934 489 1461 538 1674459 230658 96367 555
leaf_count=1397217 84190 2815 276698 2530 297234 1023 2986 312 38 208 1321 112 71 85 169 27 185 38 408 43 41 592 934 489 1461 538 1674459 230658 96367 555
internal_value=0 -131.637 -1242.11 41.4235 1356.27 -7163.2 781.914 -7886.18 8313.2 -3512.05 8180.94 44476.7 66192.4 11998.4 122301 59969.8 -3150.54 98202.7 -56183 162446 -22060.6 -58388.3 13492.1 21314.8 -31316.2 -45059.9 -163.074 -1716.18 1571.91 -21760.2
internal_weight=0 2.67659e+06 360888 2.3157e+06 311685 14451 10874 6465 3017 2455 2009 688 576 293 283 562 212 350 446 212 3448 633 4409 3475 3577 2116 2.00401e+06 329555 98897 1093
internal_count=4073804 2676587 360888 2315699 311685 14451 10874 6465 3017 2455 2009 688 576 293 283 562 212 350 446 212 3448 633 4409 3475 3577 2116 2004014 329555 98897 1093
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=1 0 0 7 0 4 0 4 1 4 7 6 7 6 0 4 4 1 0 4 4 6 4 5 6 0 7 6 4 1
split_gain=1.3982e+13 7.56173e+13 6.34645e+14 4.85272e+14 2.84597e+14 3.06169e+14 3.28574e+14 3.41894e+14 2.96886e+14 5.42008e+14 8.75396e+14 3.41374e+14 3.23409e+14 2.7608e+14 2.49444e+14 1.91395e+14 2.22628e+14 3.02893e+14 2.21541e+14 1.90188e+14 1.84183e+14 1.89161e+14 1.83311e+14 1.83095e+14 4.59328e+14 2.10292e+14 1.80045e+14 2.14597e+14 2.02883e+14 1.78053e+14
threshold=30.277905650000005 59.91832440000001 59.882709350000006 6.0000000000000009 59.982409200000006 17.500000000000004 59.963561900000009 15.500000000000002 30.242318500000007 7.5000000000000009 6.0000000000000009 71.030000000000015 6.0000000000000009 58.605000000000011 59.950512650000007 19.500000000000004 17.500000000000004 30.260128500000004 60.002985000000002 5.5000000000000009 9.5000000000000018 69.015000000000015 5.5000000000000009 2.5000000000000004 90.045000000000016 59.939085000000013 6.0000000000000009 76.605000000000004 14.500000000000002 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 6 7 8 26 12 11 20 13 -10 -12 16 -6 -18 -19 -15 21 -11 -4 -13 -25 -26 27 -3 -28 -1
right_child=-2 4 3 -5 15 -7 -8 -9 9 10 14 23 -14 19 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=1342.4977461874957 36.091138356291665 -34379.37252775985 -14636.005375611381 -169411.92660967959 -3046.8095014994337 -17895.196433633577 142788.20896900317 77739.246754921012 23173.780172887735 132396.05847741419 -44802.00151951654 -4594.1959666361972 133296.93157075712 -26430.60851278928 22017.632381481366 5767.2491427046316 -19799.229398663076 -175345.04419012819 30365.307925016987 -111754.88261244891 80986.016310948238 322861.33506030706 -74972.195222992217 187173.84376691017 156489.14634452161 -22806.914982766546 94469.387609241268 35256.662736211656 -2383.078530168053 -9642.3866739472578
leaf_weight=58394 3924849 2354 1424 311 28254 2501 216 895 540 612 896 547 123 582 1484 20438 4826 217 69 474 1011 57 779 231 81 340 314 545 695 19745
leaf_count=58394 3924849 2354 1424 311 28254 2501 216 895 540 612 896 547 123 582 1484 20438 4826 217 69 474 1011 57 779 231 81 340 314 545 695 19745
internal_value=0 -950.974 -3024.4 -52479 1497.39 13932.6 20567.7 18326.8 13442.1 25800.8 41734.8 78830.1 -22946.5 -34987.8 -3137.99 -1853.38 -6521.32 -25724.9 -125716 -64729.6 107920 148624 -35971.4 38069.6 73862.6 11689.5 -8625.13 -21288.1 27757.3 -1433.28
internal_weight=0 148955 80653 2514 68302 14498 11997 11781 10886 6978 5259 2879 1719 1596 2380 53804 33366 5112 286 1056 1680 669 2203 1199 652 421 3908 2899 1009 78139
internal_count=4073804 148955 80653 2514 68302 14498 11997 11781 10886 6978 5259 2879 1719 1596 2380 53804 33366 5112 286 1056 1680 669 2203 1199 652 421 3908 2899 1009 78139
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=4 1 6 6 5 6 1 2 6 2 1 6 2 1 2 6 0 6 2 7 1 2 0 6 6 2 6 6 0 0
split_gain=1.36748e+13 3.98046e+13 3.9921e+13 6.31795e+13 4.72563e+13 4.7278e+13 4.4077e+13 6.32507e+13 7.04211e+13 5.70887e+13 5.52136e+13 9.05651e+13 4.70208e+13 4.63353e+13 3.68624e+13 4.27449e+13 5.3324e+13 4.34413e+13 3.54509e+13 3.48066e+13 3.25601e+13 3.18489e+13 3.14414e+13 4.15641e+13 3.41383e+13 3.77149e+13 1.39178e+14 3.22604e+13 2.98123e+13 4.9265e+13
threshold=2.5000000000000004 38.657016300000002 42.005000000000003 59.815000000000005 2.5000000000000004 156.15000000000003 39.231261550000006 2892.5000000000005 142.05000000000004 2764.0000000000005 39.843340650000009 112.00500000000001 2421.5000000000005 39.803839700000005 6240.0000000000009 142.05000000000004 54.992080650000005 130.05000000000004 2810.0000000000005 6.0000000000000009 43.997056950000008 9236.5000000000018 44.739668300000005 100.05000000000001 88.825000000000003 7833.0000000000009 84.810000000000016 63.705000000000005 55.145978450000008 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 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 19 28 8 9 12 11 13 -8 -11 -9 17 -17 21 -1 -5 -12 -16 23 -20 25 -24 27 -27 29 -6
right_child=-2 2 3 4 6 -7 7 14 -10 10 20 -13 -14 -15 15 16 -18 -19 22 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=1625.8980380038502 -30.828752431563789 -533.29256192298351 6319.1695842112968 -16474.722278234771 2798.9501510951231 47056.859336529364 -15810.814787615696 7741.1322084782842 -90731.675416914921 -57688.69426485859 -1238.3533903763284 127748.95482812502 15531.487588165963 -183966.56733398439 -18101.167811233234 -89447.344554124444 69653.882399338938 115489.98346774194 6582.1996115675256 30155.738271137667 -30985.509704826793 2291.3720019442794 -10677.32830978862 114924.03948479731 -35113.796010134458 6886.3759325596075 212052.54031982424 -32165.452154841187 -13019.162367723809 32539.755998904522
leaf_weight=8663 3961637 38414 34074 3031 1106 132 812 6816 109 316 916 25 1166 32 1060 111 26 31 824 169 615 2760 7102 37 466 1590 32 244 366 1122
leaf_count=8663 3961637 38414 34074 3031 1106 132 812 6816 109 316 916 25 1166 32 1060 111 26 31 824 169 615 2760 7102 37 466 1590 32 244 366 1122
internal_value=0 1088.84 1938.42 3671.21 -683.146 -11592.8 1407.3 -700.82 -11458.7 -9232.85 -21593.1 -56093.4 2664.98 -69300.5 3273.14 -4363.22 -59253 -2410.51 -3088.18 -14012.1 -13187.7 -3367.29 -7054.96 11238 -8724.48 -7353.23 5298.31 1690.82 13431.1 17776.1
internal_weight=0 112167 93209 54795 20721 3332 17389 14795 3991 3882 1904 373 1978 348 10804 3988 137 3851 18958 3200 1531 3820 10295 861 9434 8968 1866 1834 2594 2228
internal_count=4073804 112167 93209 54795 20721 3332 17389 14795 3991 3882 1904 373 1978 348 10804 3988 137 3851 18958 3200 1531 3820 10295 861 9434 8968 1866 1834 2594 2228
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 6 6 0 6 1 1 0 4 6 4 6 1 1 6 4 3 6 4 0 6 1 6 4 3 5
split_gain=1.28129e+13 8.27864e+13 1.84445e+14 2.49957e+14 4.25033e+14 4.41652e+14 1.24708e+14 1.21207e+14 1.9845e+14 1.61899e+14 3.49583e+14 2.01638e+14 3.26383e+14 2.47347e+14 2.1555e+14 2.43021e+14 1.29164e+14 2.33077e+14 1.197e+14 1.35237e+14 1.59042e+14 1.1391e+14 1.24236e+14 1.06685e+14 1.80195e+14 1.06684e+14 1.04937e+14 1.03927e+14 2.25705e+14 2.2864e+14
threshold=45.001720900000002 37.331232350000008 44.895258050000002 37.290808600000013 12.500000000000002 57.410000000000004 47.420000000000009 44.739668300000005 50.010000000000012 37.768783500000005 38.066230450000006 44.601833250000006 11.500000000000002 84.810000000000016 4.5000000000000009 76.605000000000004 37.682335600000009 38.91194105000001 39.995000000000012 7.5000000000000009 5.5000000000000009 120.05000000000001 3.5000000000000004 44.685196900000008 88.00500000000001 37.780517050000007 62.010000000000012 4.5000000000000009 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 6 -4 26 -6 -1 9 -9 -3 11 12 14 -14 15 -11 -10 21 -16 20 -20 22 -18 25 -25 -13 -5 28 -8 -30
right_child=-2 7 3 4 5 -7 27 8 16 10 -12 23 13 -15 18 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7625.7249832389971 44.492886938173697 -11547.489651741911 422.27115272613895 28785.262272025444 6109.3340347782259 501263.77828851744 7574.6534230035577 -185.84804723733305 -411.94720357383625 169238.81616328881 -855.35627570013094 -16348.361193012846 363409.80868566176 75567.41844211155 -26847.422092986715 -38850.779190340916 -13463.851223024625 -10735.2524717177 28068.079895019531 64131.179870469336 -47558.651234822108 -197698.08722222224 -51416.808601782701 13674.762559957569 84636.389773535426 8839.6513221947262 93175.123533639009 6394.8012218244712 50793.008206929793 252130.24306750356
leaf_weight=7802 3832577 11391 1411 888 31 43 514 27768 5719 207 144121 2537 51 72 435 77 1354 10956 1712 807 332 45 2376 6411 379 4987 354 8204 154 89
leaf_count=7802 3832577 11391 1411 888 31 43 514 27768 5719 207 144121 2537 51 72 435 77 1354 10956 1712 807 332 45 2376 6411 379 4987 354 8204 154 89
internal_value=0 -706.896 5541.66 29660.7 61009.9 293834 1617.98 -1256.13 -5691.33 -23.6552 786.001 13922.8 34756 194917 29237.9 112820 -13167 -18118.8 22014.1 29469.3 15784.3 -39547.8 -37639.8 8547.83 17635.7 346.564 47137.9 9666.11 45119 124534
internal_weight=0 241227 19490 2727 1316 74 16763 221737 48218 173519 162128 18007 3693 123 3570 284 20450 14731 3286 2851 2044 3775 3730 14314 6790 7524 1242 8961 757 243
internal_count=4073804 241227 19490 2727 1316 74 16763 221737 48218 173519 162128 18007 3693 123 3570 284 20450 14731 3286 2851 2044 3775 3730 14314 6790 7524 1242 8961 757 243
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=0 3 6 4 0 0 0 0 6 3 6 0 1 1 0 6 4 2 6 6 6 4 1 3 6 1 0 4 0 0
split_gain=1.41327e+13 8.76038e+13 1.27388e+14 1.66198e+14 1.01425e+14 9.23012e+13 8.17128e+13 8.14558e+13 8.86104e+13 7.32354e+13 7.66187e+13 6.40567e+13 6.39746e+13 6.31224e+13 7.86142e+13 6.0721e+13 8.40009e+13 5.74276e+13 4.95966e+13 4.75464e+13 7.46206e+13 2.30951e+14 8.16828e+13 1.31266e+14 7.04232e+13 1.02537e+14 1.40073e+14 8.92411e+13 9.65203e+13 1.03784e+14
threshold=45.085557650000005 12.500000000000002 134.05000000000004 17.500000000000004 44.601833250000006 45.040161900000008 45.053967500000006 45.090603300000005 103.03500000000001 1.5000000000000002 38.605000000000011 45.055912800000009 39.029038350000008 37.290808600000013 44.739668300000005 41.705000000000005 5.5000000000000009 2882.5000000000005 138.05000000000004 247.90000000000001 189.00000000000003 11.500000000000002 38.97264950000001 7.5000000000000009 138.05000000000004 38.965413050000002 45.063245050000006 12.500000000000002 44.046956350000009 45.055912800000009
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 17 -6 -7 8 15 10 -1 18 -8 14 -3 -2 -17 -4 -5 20 24 22 23 -22 -11 -26 27 28 -27 -30
right_child=7 2 3 11 5 6 12 -9 -10 19 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-2482.2403725529093 -153.82889821130209 175442.07371419272 -279683.30742187501 -111883.60990625001 11641.889983042636 -203044.74068396227 -31292.807709182522 -36.566175048101165 -77964.079452339254 -583.8324166741653 5674.9096394802255 51866.219947350546 -188225.56380615235 4610.6172969934269 18428.935490337171 13307.537998757596 -16016.232690056444 -104858.5230654762 -6526.1916600399927 29255.157064893214 -204758.93654513892 122121.38863726266 -39725.185574703173 31848.623390151515 48109.248211875631 19233.905239689684 -96361.190501802892 57817.41036497202 -49429.944006995378 70874.743303571435
leaf_weight=16055 8320 48 34 50 129 53 138 3557588 174 380031 40719 184 32 57244 95 1125 7420 42 420 537 81 79 379 33 712 1043 130 335 490 84
leaf_count=16055 8320 48 34 50 129 53 138 3557588 174 380031 40719 184 32 57244 95 1125 7420 42 420 537 81 79 379 33 712 1043 130 335 490 84
internal_value=0 498.425 4135.45 -29857.9 -78304.9 -55685.2 -94632.3 -69.6024 -6967.26 15.8985 3368.17 1847.41 -60833.1 4776.38 71132.6 -6234.77 -12155.6 -183070 -17734.4 -479.816 -521.464 -36613.2 -62049.3 -136267 -467.537 15350.5 4147.77 10841.5 1109.32 -31824.4
internal_weight=0 499177 58469 1082 428 352 223 3.57463e+06 17039 440708 56774 654 170 57387 143 16865 8545 76 470 383934 383397 572 493 114 382825 2794 2082 1952 1617 574
internal_count=4073804 499177 58469 1082 428 352 223 3574627 17039 440708 56774 654 170 57387 143 16865 8545 76 470 383934 383397 572 493 114 382825 2794 2082 1952 1617 574
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=6 3 7 6 1 5 4 3 1 4 0 0 0 3 6 0 4 3 0 1 1 1 1 5 1 3 2 2 0 0
split_gain=1.29587e+13 4.13149e+13 5.3736e+13 3.74279e+13 1.03292e+14 9.92866e+13 7.72935e+13 7.19766e+13 1.90561e+14 6.48491e+13 7.60762e+13 1.68845e+14 1.06873e+14 1.23991e+14 1.17989e+14 1.02226e+14 9.14059e+13 8.69653e+13 8.31198e+13 7.49811e+13 7.47228e+13 6.76811e+13 8.3375e+13 6.63843e+13 1.0451e+14 6.99128e+13 1.22448e+14 9.85978e+13 9.43695e+13 7.52846e+13
threshold=168.45000000000002 22.500000000000004 6.0000000000000009 142.05000000000004 38.989878900000008 2.5000000000000004 19.500000000000004 3.5000000000000004 38.977585500000011 9.5000000000000018 56.818587550000011 55.161746650000005 56.850115550000005 8.5000000000000018 149.05000000000004 57.14107305000001 16.500000000000004 4.5000000000000009 57.15297970000001 60.636764050000004 39.018051150000005 92.865667950000017 92.90968070000001 3.5000000000000004 39.044653900000007 2.5000000000000004 3999.0000000000005 4395.5000000000009 54.980317700000008 55.080855950000007
decision_type=2 2 2 2 2 2 2 2 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 9 -5 -9 20 11 -11 16 15 -15 -14 19 -17 -16 -12 -7 -13 -23 25 -25 26 -22 -27 -29 -28
right_child=1 2 -4 4 5 6 -8 8 -10 10 12 21 13 14 18 17 -18 -19 -20 -21 23 22 -24 24 -26 27 29 28 -30 -31
leaf_value=6.4297393697867937 4532.1238359891813 -73411.128688350349 36974.714298115076 30957.899413298066 61788.168618303578 -116124.00400390626 15424.085494178675 -5881.3547251433583 206851.375 -21463.193585278335 120751.1404993444 -96149.874610127648 -151646.61535342262 -56223.078658536593 175753.1025390625 99307.040262276787 -74789.310630580352 -87675.886850025621 -20701.019389204546 -46476.159584369081 -105929.48945684917 108543.41617398649 -137284.87173295455 205293.25950000001 -232.85309150210992 18434.120019531252 81283.886570258997 -134255.17228285846 -1854.4982576069081 -86757.327957589296
leaf_weight=4053505 9807 147 63 1022 175 64 770 2030 43 1583 143 519 105 82 62 42 42 61 33 33 236 37 22 25 2392 430 73 102 114 42
leaf_count=4053505 9807 147 63 1022 175 64 770 2030 43 1583 143 519 105 82 62 42 42 61 33 33 236 37 22 25 2392 430 73 102 114 42
internal_value=0 3592.34 -40295.4 -8.85492 -6034.57 -12611.9 -14468.7 9238.91 -1468.66 -18156.3 -29589.9 -38353.6 1816.89 -29862.2 31656.9 -82212.6 57764 -11430.4 107511 89396 -9069.81 -84612.4 16878.6 -7062.94 1892.99 -28774.5 -64699.3 -9255.06 -64377 19912.3
internal_weight=0 10017 210 4.06379e+06 10282 7187 7012 3095 2073 6242 2764 2161 603 385 177 208 218 103 95 176 3478 578 59 3414 2417 997 351 646 216 115
internal_count=4073804 10017 210 4063787 10282 7187 7012 3095 2073 6242 2764 2161 603 385 177 208 218 103 95 176 3478 578 59 3414 2417 997 351 646 216 115
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 4 6 1 4 1 0 6 1 1 1 6 0 4 0 6 0 1 1 6 1 4 7 0 6 4
split_gain=1.25661e+13 1.16511e+14 1.09489e+14 1.31394e+14 1.05278e+14 1.61581e+14 1.28713e+14 8.62882e+13 1.18253e+14 1.25039e+14 8.2264e+13 1.18894e+14 1.56593e+14 1.17566e+14 3.14784e+14 2.61118e+14 1.47751e+14 1.21959e+14 1.217e+14 1.06299e+14 1.01757e+14 3.00462e+14 4.45181e+14 2.13536e+14 1.64372e+14 1.50111e+14 1.48966e+14 2.78446e+14 1.35941e+14 1.34811e+14
threshold=47.245981600000007 47.207933300000008 39.689978950000004 41.990000000000002 6.0000000000000009 5.5000000000000009 99.050000000000011 39.763755750000009 11.500000000000002 39.803839700000005 51.567244500000008 130.05000000000004 44.064675150000006 36.865631950000008 37.843405600000004 128.05000000000004 50.596941950000009 13.500000000000002 50.596941950000009 64.805000000000021 51.707269950000004 39.135518400000002 39.231261550000006 103.03500000000001 39.178027400000005 10.500000000000002 6.0000000000000009 51.659529100000007 69.015000000000015 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 5 -5 7 -7 9 -9 11 13 -13 15 19 16 17 -2 -17 -15 21 28 23 26 -25 -26 -23 -28 -12 -29
right_child=10 2 3 4 -6 6 -8 8 -10 -11 20 12 -14 14 -16 18 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-32.299692371617247 3063.9601091730678 -224.22972021750334 -966.69047751065705 2214.9310844301554 -487.58912860561907 23588.764083665803 50230.511385437327 62824.523959366517 -10816.758187538757 5661.6554352660278 -12036.497490315378 -57732.396755927912 53997.963992693571 -19091.072802263483 -2264.6950394806859 16409.8128125 16974.963640219616 -17869.360046911603 321165.34621710528 -52803.356286348477 -33.094334987634923 6567.9082329815901 -8484.4359144074388 -81879.246676136376 170627.22916807432 53953.651822290667 12822.326829199437 160112.33381159857 -63219.606133296751 44437.587140671843
leaf_weight=629661 14540 28989 11386 6494 5392 8697 1387 575 2041 1144 3647 741 151 5230 111936 20 6185 3442 38 1139 3201206 8823 9612 55 185 273 6881 104 605 3225
leaf_count=629661 14540 28989 11386 6494 5392 8697 1387 575 2041 1144 3647 741 151 5230 111936 20 6185 3442 38 1139 3201206 8823 9612 55 185 273 6881 104 605 3225
internal_value=0 386.991 4380.8 7977.51 11935.5 15229.1 21333.8 18116.4 5458.52 24782.5 -79.7075 -2423.27 -38818.4 -2195.5 -3495.12 4151.34 3642.73 -942.963 216077 -25120 24.2053 5514.42 9135.8 17800.8 81465.9 101082 16084.8 24308.8 -19319.1 48051.3
internal_weight=0 695766 66105 37116 25730 20338 13844 12457 3760 1719 3.37804e+06 143422 892 142530 118305 24225 24167 17982 58 6369 3.23462e+06 33410 29158 19546 513 458 19033 10210 4252 3329
internal_count=4073804 695766 66105 37116 25730 20338 13844 12457 3760 1719 3378038 143422 892 142530 118305 24225 24167 17982 58 6369 3234616 33410 29158 19546 513 458 19033 10210 4252 3329
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=6 1 1 0 5 6 4 1 0 6 4 0 1 6 0 0 6 1 6 0 1 0 4 6 0 0 1 1 0 6
split_gain=1.31482e+13 7.36772e+13 3.59894e+14 3.12358e+14 2.62621e+14 3.99303e+14 3.23363e+14 2.55899e+14 2.31394e+14 1.94081e+14 1.69237e+14 2.57384e+14 1.30338e+14 1.25985e+14 1.1249e+14 1.10645e+14 1.08115e+14 1.07882e+14 1.77011e+14 1.45817e+14 1.42543e+14 3.50646e+14 2.71281e+14 2.07276e+14 1.76548e+14 2.91372e+14 2.4677e+14 1.68391e+14 4.07034e+14 2.45259e+14
threshold=64.015000000000015 49.095306150000006 49.176406850000006 55.775215600000003 2.5000000000000004 78.010000000000005 5.5000000000000009 48.411058050000008 55.79439725000001 81.705000000000013 20.500000000000004 55.81943720000001 49.030112300000006 74.615000000000009 55.812023600000011 55.79439725000001 70.00500000000001 49.692247900000005 112.00500000000001 55.768246800000007 50.213874250000011 53.175387700000009 22.500000000000004 106.49500000000002 54.604289300000012 54.932051950000009 83.754481100000007 60.549354600000008 55.633951400000008 149.05000000000004
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 7 3 13 6 8 -5 -2 -6 -8 12 -12 14 -3 15 -9 -10 18 19 -4 21 -19 -23 -24 26 -26 -22 28 29 -27
right_child=1 2 17 4 5 -7 9 10 16 -11 11 -13 -14 -15 -16 -17 -18 20 -20 -21 24 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=98.2467543316247 -856.1266221538026 14465.498906420975 5706.8501860622546 144062.15049146884 -39274.20362263891 35182.941025907909 55102.383121511055 -29061.240045026243 2335.8159800082281 -15205.209672408759 414060.93338068185 -4853.1113469904121 -9137.7689531715241 -31178.873647509674 -51952.784133141817 87218.815564272591 66943.126373964915 -34174.485749508851 -49160.212983619713 -14697.679956886728 -14862.614960201156 31914.693966550149 -21020.497714590099 153552.25170554579 13518.862156812385 -42429.025916537132 1183.2194887396693 1219.4090490686447 -3349.8548832376164 -268658.87987882656
leaf_weight=3135942 557844 971 6523 337 1523 4479 1706 262 1416 510 22 44 2246 1603 2033 119 317 1330 982 7563 17667 5753 1617 71 17575 2176 20950 243842 36332 49
leaf_count=3135942 557844 971 6523 337 1523 4479 1706 262 1416 510 22 44 2246 1603 2033 119 317 1330 982 7563 17667 5753 1617 71 17575 2176 20950 243842 36332 49
internal_value=0 -328.509 756.668 17195.1 24990 15811 52800.2 -1052.43 -10837.3 38921.5 -24224 134785 -26476.1 -13960.3 -42607.7 7257.2 14153.8 173.297 -8110.44 -5248.67 532.632 13118.8 21572 -13677.7 206.594 1025.89 -6157.63 248.395 -5892.49 -47411.2
internal_weight=0 937862 375292 12862 10288 7735 2553 562570 3256 2216 4726 66 4660 2574 2414 381 1733 362430 15068 14086 347362 8771 7441 1688 338591 299974 38617 282399 38557 2225
internal_count=4073804 937862 375292 12862 10288 7735 2553 562570 3256 2216 4726 66 4660 2574 2414 381 1733 362430 15068 14086 347362 8771 7441 1688 338591 299974 38617 282399 38557 2225
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=4 4 1 6 3 3 5 0 6 6 3 7 6 1 0 1 0 1 1 1 0 6 6 6 1 4 2 1 7 0
split_gain=1.31379e+13 8.81393e+13 9.86087e+13 1.16811e+14 1.29431e+14 1.09433e+14 9.65617e+13 1.72385e+14 1.24266e+14 1.22039e+14 1.33063e+14 1.37239e+14 1.04609e+14 1.64045e+14 1.60896e+14 1.82201e+14 1.66325e+14 1.55692e+14 1.40966e+14 1.57268e+14 1.30593e+14 2.24267e+14 1.2834e+14 1.16828e+14 1.11901e+14 1.53448e+14 1.02e+14 1.01574e+14 1.0027e+14 9.05614e+13
threshold=10.500000000000002 12.500000000000002 38.430814800000007 84.810000000000016 6.5000000000000009 13.500000000000002 1.5000000000000002 43.687280500000007 42.005000000000003 30.985000000000003 10.500000000000002 6.0000000000000009 91.02500000000002 82.918694400000007 57.14107305000001 61.273924650000005 54.988402950000008 43.997056950000008 40.024897700000004 38.948208550000011 57.15297970000001 134.05000000000004 149.05000000000004 168.45000000000002 38.958307950000012 11.500000000000002 2911.0000000000005 55.957851400000003 6.0000000000000009 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -4 -11 -12 -8 14 15 17 -17 18 19 -14 21 -16 -18 -24 25 -21 27 -19 -15 -2
right_child=1 -3 5 4 -6 -7 12 -9 -10 10 11 -13 13 28 20 16 22 26 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=138.96745550908886 930.69019376364713 29.149633369018911 -5614.8931622099426 -577.42639726820641 27817.698443317044 -129887.61372767857 -9671.7787117141161 -2768.6109681885273 1474.130068524631 49971.110427012616 63453.956501652654 303417.83266823512 -66126.924337064309 25481.144165205005 51547.577687500001 138328.30346403303 -32452.772938755581 116590.64731862438 -54948.937177347427 -81481.454062500008 20236.061582519531 331714.33085937501 -189518.08366887021 -11389.755907346493 4367.3103810429911 185122.33228331729 11724.981937222557 4215.3413122106485 115289.63170807104 -7161.6064608549641
leaf_weight=2547999 55462 1364614 369 3367 3068 70 40767 28708 1337 962 52 44 312 1177 100 53 1484 199 668 30 425 40 104 57 1436 77 2126 135 139 18423
leaf_count=2547999 55462 1364614 369 3367 3068 70 40767 28708 1337 962 52 44 312 1177 100 53 1484 199 668 30 425 40 104 57 1436 77 2126 135 139 18423
internal_value=0 -232.067 -2443.48 38.3487 12960.5 -4908.4 -4800.13 -472.168 23379.6 43903.5 61174.1 173437 -7561.37 2487.09 -3411.83 -7745.21 -36035.1 1894.82 -15559.3 -1374.75 47829.5 131595 -41652.9 -126454 11718.4 110374 19795.9 71169.5 34967 -1087.1
internal_weight=0 1.5258e+06 161191 80320 6435 80871 80801 31472 2764 1427 1058 96 49329 8562 7246 6681 1698 4983 2523 1855 565 140 1645 161 1543 107 2460 334 1316 73885
internal_count=4073804 1525805 161191 80320 6435 80871 80801 31472 2764 1427 1058 96 49329 8562 7246 6681 1698 4983 2523 1855 565 140 1645 161 1543 107 2460 334 1316 73885
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=6 4 0 0 6 6 3 6 0 0 3 1 0 7 5 4 0 3 0 4 0 6 1 3 0 0 0 0 1 1
split_gain=1.31627e+13 3.23464e+13 7.43067e+13 1.50138e+14 1.27152e+14 7.57011e+13 7.43439e+13 7.2095e+13 1.7621e+14 1.3086e+14 1.18881e+14 8.22968e+13 7.0124e+13 6.64696e+13 6.54362e+13 1.55238e+14 1.5825e+14 1.36475e+14 1.34907e+14 1.37404e+14 1.61374e+14 1.20137e+14 1.58784e+14 1.33841e+14 1.27823e+14 1.68975e+14 2.56889e+14 1.13313e+14 2.71727e+14 1.1232e+14
threshold=100.05000000000001 14.500000000000002 59.963561900000009 59.950512650000007 116.05000000000001 104.01000000000001 1.5000000000000002 110.01500000000001 45.029425500000009 45.015054600000006 4.5000000000000009 38.965413050000002 59.939085000000013 6.0000000000000009 3.5000000000000004 16.500000000000004 59.864072000000007 9.5000000000000018 56.802121050000004 15.500000000000002 56.818587550000011 114.05000000000001 82.906746050000024 16.500000000000004 44.739668300000005 45.015054600000006 45.00849250000001 55.061158000000006 82.93515810000001 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 8 9 -7 -11 -12 -10 -5 15 16 18 -17 -9 -20 -21 22 -19 -23 -25 26 -26 29 -29 -27
right_child=1 2 6 4 -6 7 -8 14 12 10 11 -13 -14 -15 -16 17 -18 21 19 20 -22 23 -24 24 25 27 -28 28 -30 -31
leaf_value=30.980476243544697 148.55175587725407 -11552.036880753203 -166618.63042279414 129633.33506686969 19116.148760262182 26997.12235651481 -17768.838208465575 -19612.204071003827 3836.0575652070497 -2288.3065960641634 222203.77824401855 75113.423040674606 -96715.054952566978 340585.48500000004 3515.1990904937325 -16878.504678202491 122878.76287962147 -42610.629038547027 6321.788861121895 -251292.72661290324 -76475.422782435053 32331.611289344772 51657.696540056197 -137363.40417444031 -22708.391455078126 77734.923934314327 348261.86417410715 14276.631306903546 354617.9447916667 -31228.742464894262
leaf_weight=3956282 77532 7640 34 59 118 534 2560 3119 7556 59 96 63 70 20 8181 3390 71 826 161 62 356 2318 228 67 40 103 35 1040 24 1160
leaf_count=3956282 77532 7640 34 59 118 534 2560 3119 7556 59 96 63 70 20 8181 3390 71 826 161 62 356 2318 228 67 40 103 35 1040 24 1160
internal_value=0 -1042.93 -3352.96 -2217.66 84851.7 -2678.77 -19719.8 -385.33 7467.22 53650.5 118939 163923 2913.09 183039 -3491.35 -7900.63 -25002.3 -918.05 -27841.6 -72172 -102405 8345.08 -22218.6 15074.6 -1127.03 2673.07 150411 -2088.58 21953.5 -22342.6
internal_weight=0 117522 39990 37396 197 37199 2594 29559 8378 752 218 159 7626 79 21181 13000 3769 9231 3698 579 418 5841 1054 4787 2469 2402 75 2327 1064 1263
internal_count=4073804 117522 39990 37396 197 37199 2594 29559 8378 752 218 159 7626 79 21181 13000 3769 9231 3698 579 418 5841 1054 4787 2469 2402 75 2327 1064 1263
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=2 0 1 0 6 6 4 4 1 1 1 0 3 0 1 3 4 4 7 4 1 1 1 6 0 0 1 6 6 0
split_gain=1.28923e+13 2.92767e+14 1.75255e+14 2.21508e+14 2.6602e+14 3.06931e+14 3.33683e+14 2.29366e+14 1.70692e+14 1.65659e+14 1.62012e+14 1.61431e+14 1.57052e+14 1.52758e+14 2.94987e+14 1.71606e+14 1.69757e+14 2.63661e+14 7.59357e+14 4.02063e+14 3.38606e+14 3.3414e+14 2.55028e+14 2.33551e+14 2.07021e+14 2.02544e+14 2.65174e+14 2.00427e+14 1.79227e+14 1.78637e+14
threshold=7029.0000000000009 55.071632200000003 82.956351500000011 57.719618750000002 41.505000000000003 91.02500000000002 4.5000000000000009 9.5000000000000018 82.825258850000026 30.472130500000002 28.601854300000003 55.111813300000001 5.5000000000000009 54.962581500000006 82.981285100000022 7.5000000000000009 5.5000000000000009 10.500000000000002 6.0000000000000009 9.5000000000000018 82.92647190000001 82.966990000000024 82.901648750000021 168.45000000000002 55.055052800000006 55.050541250000002 82.895858600000011 89.00500000000001 112.00500000000001 55.043091000000011
decision_type=2 2 2 2 2 2 2 2 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 4 -3 9 -7 8 12 -6 -1 -10 -8 15 16 -2 28 18 19 24 29 23 25 -21 -18 -19 -27 -23 -15 -20
right_child=1 2 -4 -5 5 6 7 -9 11 -11 -12 -13 -14 14 -16 -17 17 22 20 21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-57405.107277782023 42.13664757150282 -2582.7469493882973 161.93331896119537 -1285.3566332488788 -84120.499608487225 -79106.987103915322 16419.171409400202 -12671.612828996931 164333.79063531582 -22112.561808737802 100.28090425168278 -75996.771572580648 242821.65680147061 -1351.9533194797068 -872.58454479511693 -5190.5488584942941 4379.927153338429 -2283.7502477385929 10370.924482222288 13469.515550262106 77599.456867485758 59076.146241480485 5669.1558023640537 236709.47514960106 -18774.963745909652 42375.431524181367 -37007.377109669804 -51854.998395968032 54795.425411514952 66415.365417511814
leaf_weight=490 227746 13013 32445 22621 440 237 310 350 284 20708 3220562 31 34 50432 243607 86469 33342 20002 2107 16184 2197 2547 67812 47 4367 480 3412 174 575 779
leaf_count=490 227746 13013 32445 22621 440 237 310 350 284 20708 3220562 31 34 50432 243607 86469 33342 20002 2107 16184 2197 2547 67812 47 4367 480 3412 174 575 779
internal_value=0 -345.742 -5724.07 -9015.09 -13953.5 -20561 27670.4 52751 87497.4 -23402.7 91.5329 140682 38796.2 292.598 1478.06 -1397.85 4278.82 5940.1 10991.8 7670.27 48017.9 19552.6 2538.86 14116 1698.41 -6345.05 -27217.1 51982.4 -719.006 25498.7
internal_weight=0 852752 90473 58028 35407 22394 1246 1009 659 21148 3.22105e+06 315 344 762279 448064 314215 204457 153450 61744 56661 5083 18952 91706 16231 37709 23894 3892 2721 51007 2886
internal_count=4073804 852752 90473 58028 35407 22394 1246 1009 659 21148 3221052 315 344 762279 448064 314215 204457 153450 61744 56661 5083 18952 91706 16231 37709 23894 3892 2721 51007 2886
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 4 6 6 4 0 7 1 1 1 1 1 1 4 2 1 1 0 0 1 1 0 5 1 0 1
split_gain=1.4734e+13 1.34865e+14 2.02581e+14 1.05613e+14 1.33429e+14 2.69534e+14 1.18513e+14 1.18009e+14 1.04944e+14 9.40732e+13 1.13557e+14 1.31186e+14 1.84048e+14 1.88266e+14 9.00137e+13 8.8074e+13 1.87137e+14 2.46633e+14 2.35444e+14 2.22195e+14 2.16398e+14 1.73468e+14 1.49938e+14 2.02641e+14 2.13985e+14 1.80556e+14 1.9829e+14 2.02353e+14 1.39471e+14 1.32137e+14
threshold=19.500000000000004 60.034792100000011 60.064438250000002 40.490000000000002 30.226173900000003 23.500000000000004 84.00500000000001 62.375000000000007 24.500000000000004 60.042359000000012 6.0000000000000009 30.452677500000004 30.330566300000005 30.389265100000003 30.452677500000004 82.906746050000024 60.636764050000004 21.500000000000004 6082.0000000000009 60.605526900000008 61.335446300000008 56.888401950000009 55.046782850000007 82.975438000000011 82.963919600000011 55.043091000000011 2.5000000000000004 82.92647190000001 55.043091000000011 60.590708550000009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 -7 10 -6 12 -12 -14 -11 16 19 -18 20 29 -19 -21 23 24 25 -17 -27 -28 -25 -2
right_child=1 2 -4 4 6 8 -8 -9 -10 14 11 -13 13 -15 -16 22 17 18 -20 21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=69.047929806627238 -940.03667668220169 3000.4479721875209 -9363.7526988015925 55340.064455695661 17850.470254739728 -25235.007017427011 -8217.8687352817433 129406.87270762127 31893.539506468278 27153.481235289597 -31736.927451644409 40516.902425130211 -381449.36691176472 -87790.380162173416 -50700.972114353557 5524.5271375922557 -28164.821126254057 -34279.61527662132 -10510.649985336413 24512.894626531328 25605.445298752245 -21155.278620933979 -3841.1943247810677 -7080.2050794900679 33756.087614030017 28022.027777067033 253872.41232638891 32266.542593544407 -95413.326001764115 -17389.266440187472
leaf_weight=3599339 369057 8388 6117 850 848 559 2168 288 757 5055 279 141 34 61 153 16915 5655 721 14556 5467 3700 981 17459 4583 3810 562 90 76 186 4949
leaf_count=3599339 369057 8388 6117 850 848 559 2168 288 757 5055 279 141 34 61 153 16915 5655 721 14556 5467 3700 981 17459 4583 3810 562 90 76 186 4949
internal_value=0 -523.805 6521.64 11484.2 17841.8 38445.5 12056.1 74084.6 7626.93 18745.2 -4643.44 -41682 -72671.4 -192889 24866.3 -927.252 -1387.28 -9834.38 -4372.05 -840.385 15839.1 17564.9 3338.94 8119.59 12264.4 7623.22 56386.2 152414 -10525.4 -1157.7
internal_weight=0 474465 25698 19581 11193 2454 8739 1138 1316 6571 1363 515 374 95 5208 448767 405086 24632 18977 380454 4421 6448 43681 26222 21453 17643 728 166 4769 374006
internal_count=4073804 474465 25698 19581 11193 2454 8739 1138 1316 6571 1363 515 374 95 5208 448767 405086 24632 18977 380454 4421 6448 43681 26222 21453 17643 728 166 4769 374006
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 6 0 4 4 1 0 0 4 0 4 4 1 4 3 1 6 4 5 6 1 1 1 4 4
split_gain=1.33368e+13 5.91942e+13 1.71647e+14 6.41008e+13 6.59492e+13 1.10554e+14 1.4289e+14 5.50035e+13 9.17856e+13 9.10038e+13 1.0265e+14 8.07012e+13 1.55011e+14 9.51772e+13 7.51696e+13 7.23269e+13 1.05116e+14 6.75121e+13 5.63833e+13 5.58301e+13 1.30048e+14 5.17846e+13 9.6694e+13 8.78406e+13 9.27268e+13 1.45048e+14 1.28614e+14 1.7756e+14 1.25261e+14 1.14291e+14
threshold=112.00500000000001 38.109452700000006 38.893394150000006 55.568628050000008 55.866549750000011 168.45000000000002 125.02000000000002 60.05226170000001 14.500000000000002 23.500000000000004 30.425503950000003 60.002985000000002 59.990753350000013 24.500000000000004 60.01610465000001 18.500000000000004 20.500000000000004 30.345769800000003 8.5000000000000018 1.5000000000000002 30.303340300000002 130.05000000000004 26.500000000000004 2.5000000000000004 142.05000000000004 60.620042600000012 38.965413050000002 38.97264950000001 5.5000000000000009 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 7 3 -3 -5 6 -6 11 -9 10 -10 12 -2 17 15 18 -17 -14 -13 20 -16 22 -4 -23 25 26 29 -28 -27 -25
right_child=1 2 21 4 5 -7 -8 8 9 -11 -12 14 13 -15 19 16 -18 -19 -20 -21 -22 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=23.656796587879622 3552.0212448197753 -97896.901064675068 -6155.9484925866191 16983.635729549635 -16417.696713732799 60931.440179550438 -181092.95912990195 -9531.7368379444706 -291092.40641447366 27672.209505208331 -11202.2136328125 74594.49956395349 -28970.326799625091 -235625.9374230587 -16331.33593064693 277399.97616071429 8923.5204375000012 -193773.36751077589 -16294.465463867187 7839.1954223322209 209692.08848505435 23935.599514051632 63306.336103322246 -72201.666481542226 -5633.8357885887581 47018.515472805419 173102.20115740743 23431.50834113016 -10400.111677258077 35482.268087575409
leaf_weight=4005334 15232 220 25327 170 109 57 102 399 38 27 20 215 174 33 57 35 25 29 100 1179 46 1541 202 262 14441 419 81 3697 4075 158
leaf_count=4005334 15232 220 25327 170 109 57 102 399 38 27 20 215 174 33 57 35 25 29 100 1179 46 1541 202 262 14441 419 81 3697 4075 158
internal_value=0 -1383.87 -3113.94 -53857.2 -31736.8 -62641.5 -96023.7 3613.19 -29631.3 -123981 -194579 4552.78 2305.95 -78118.3 25526.7 64907.9 165535 -52513.6 45740.9 14007.3 84611.2 -2448.86 -5606.32 818.018 -721.955 7438.71 20804.4 26640.4 -5046.66 -31692
internal_weight=0 68470 50861 658 438 268 211 17609 484 85 58 17125 15468 236 1657 375 60 203 315 1282 103 50203 25529 24674 23133 8692 4198 3778 4494 420
internal_count=4073804 68470 50861 658 438 268 211 17609 484 85 58 17125 15468 236 1657 375 60 203 315 1282 103 50203 25529 24674 23133 8692 4198 3778 4494 420
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 4 4 1 1 5 3 4 6 0 5 0 6 4 6 6 1 4 0 0 5 1 6 1 6 1
split_gain=1.21053e+13 7.99855e+13 1.70994e+14 2.39026e+14 1.59183e+14 1.35376e+14 2.21075e+14 1.44576e+14 1.19535e+14 1.0975e+14 1.55605e+14 1.07563e+14 1.90807e+14 1.2424e+14 1.28883e+14 1.11717e+14 1.04722e+14 1.04447e+14 1.08471e+14 9.54778e+13 9.47571e+13 8.43676e+13 1.01679e+14 2.26731e+14 9.01226e+13 8.08019e+13 2.26013e+14 1.29815e+14 9.24928e+13 7.93657e+13
threshold=45.085557650000005 16.500000000000004 45.040161900000008 45.047736150000013 38.91194105000001 19.500000000000004 23.500000000000004 38.977585500000011 38.989878900000008 2.5000000000000004 14.500000000000002 18.500000000000004 149.05000000000004 45.055912800000009 1.5000000000000002 45.082176650000008 100.05000000000001 22.500000000000004 91.02500000000002 189.00000000000003 39.023883200000007 17.500000000000004 45.029425500000009 45.022979600000006 2.5000000000000004 39.029038350000008 108.05000000000001 38.965413050000002 100.05000000000001 38.948208550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 -6 -11 12 13 14 -5 29 20 -17 -19 -14 -12 -3 23 -23 -25 27 28 -26 -27 -13
right_child=-2 2 3 11 5 6 7 8 -10 10 16 15 19 -15 -16 17 -18 18 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-180.92828499024512 -64.416840620935233 8149.3537710232413 92672.084965028509 8799.6782201792266 34049.464145185535 -21723.092055011082 -57441.87651348114 87799.401957138267 13739.319988563941 50775.808892463239 410642.90145833336 19892.018438188959 -225307.22175245101 4942.53894440153 34763.274251971277 -2063.285665561802 52378.470359644401 26180.207235801179 129922.82001216098 -10829.881316964287 165082.35585937501 -3747.5481410855341 -13077.077234119955 12755.620064014292 58547.212550758093 140221.39436946131 -30015.342637102789 -32332.741540527346 370761.77609375003 -3300.6971789989811
leaf_weight=396991 3574627 8240 370 3997 1303 1174 128 511 380 187 30 1584 51 12089 3665 1665 29 2049 106 35 33 30321 7988 3740 506 134 89 228 20 21534
leaf_count=396991 3574627 8240 370 3997 1303 1174 128 511 380 187 30 1584 51 12089 3665 1665 29 2049 106 35 33 30321 7988 3740 506 134 89 228 20 21534
internal_value=0 461.292 2956.31 7060.86 30076.5 23941.3 7857.26 41937.1 56213.7 46237.4 103158 5021.31 10609.5 11256.6 21219 906.208 209630 16748.6 31283.1 -138020 282016 -1120.54 -2895.84 -574.714 19820.3 46864.4 96845.8 30317.5 170162 -1711.58
internal_weight=0 499177 102186 50920 4145 3775 2193 1019 891 1582 279 46775 19837 19751 7662 26938 92 3820 2155 86 63 51266 43026 35038 4717 977 243 734 154 23118
internal_count=4073804 499177 102186 50920 4145 3775 2193 1019 891 1582 279 46775 19837 19751 7662 26938 92 3820 2155 86 63 51266 43026 35038 4717 977 243 734 154 23118
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 3 6 6 0 0 1 1 1 4 6 4 1 1 6 1 1 1 7 1 2 1 4 1 0 1
split_gain=1.20766e+13 1.09468e+14 1.63377e+14 8.75135e+13 2.41882e+14 1.94275e+14 1.21534e+14 7.85546e+13 7.61217e+13 1.78582e+14 2.0096e+14 2.10013e+14 4.7283e+14 2.1656e+14 1.65696e+14 1.37344e+14 4.38488e+14 2.04213e+14 1.61913e+14 1.79552e+14 4.21468e+14 2.13744e+14 1.31281e+14 1.46347e+14 3.10673e+14 1.61183e+14 1.33193e+14 1.54286e+14 1.41749e+14 1.30808e+14
threshold=19.500000000000004 60.034792100000011 60.064438250000002 20.500000000000004 30.226173900000003 9.5000000000000018 63.855000000000011 37.705000000000005 55.81943720000001 55.622114900000007 37.563506350000004 37.425454150000007 37.374856000000008 32.500000000000007 31.005000000000006 21.500000000000004 37.425454150000007 37.401708450000008 56.505000000000003 37.543519500000009 37.503969450000007 37.618684050000006 6.0000000000000009 37.978059650000013 1696.0000000000002 37.804148700000006 25.500000000000004 82.962856350000024 43.687280500000007 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 12 -2 14 -13 16 17 -11 19 20 -18 -21 -12 25 -25 -24 27 28 29 -26
right_child=1 2 -4 7 -6 6 -8 -9 -10 15 22 13 -14 -15 -16 -17 18 -19 -20 21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=62.511837666795536 -10784.926414175403 12561.948031964399 -8392.4506259391255 -1294.9248900042419 -4280.8016070004487 96849.127684645049 253465.00705866228 12877.303365733093 -2425.5195403106841 -11105.714686712599 -3903.7902747345688 29177.247824360413 85279.470331851044 8593.2800839046449 -37038.032738422778 2508.3398037509523 49966.434815451321 -97749.242255108184 39482.273555671738 124629.24772151532 -57748.812077070565 18144.261596846285 12215.106706932507 -41991.408423002897 228562.22740384616 166707.5646943934 -10699.250358384619 15009.303054174117 496.18195643409257 38343.692383503003
leaf_weight=3599339 3121 298 6117 5736 818 379 57 12293 180494 786 73151 405 613 1616 5651 82190 587 416 3593 202 953 2821 9796 1694 39 68 8322 8875 62879 495
leaf_count=3599339 3121 298 6117 5736 818 379 57 12293 180494 786 73151 405 613 1616 5651 82190 587 416 3593 202 953 2821 9796 1694 39 68 8322 8875 62879 495
internal_value=0 -474.221 5873.28 10329.8 33115.4 74791.3 117324 8368.35 -837.701 230.582 -1626.39 -14464.5 4985.69 -23931 -32609.8 3815.3 15294.2 -41092.2 23604.2 11101.4 -16691.1 25259.7 -740.643 1769.85 390.363 13280.1 1281.01 2660.21 931.883 52236.1
internal_weight=0 474465 25698 19581 1552 734 436 18029 448767 268273 176725 11406 3734 7672 6056 91548 9358 1202 8156 4563 1540 3023 165319 92168 82304 9864 80610 72288 63413 534
internal_count=4073804 474465 25698 19581 1552 734 436 18029 448767 268273 176725 11406 3734 7672 6056 91548 9358 1202 8156 4563 1540 3023 165319 92168 82304 9864 80610 72288 63413 534
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=3 1 1 1 4 0 6 0 0 1 7 6 1 0 7 0 0 1 6 6 6 6 1 6 6 1 1 6 0 1
split_gain=1.27652e+13 4.34906e+13 8.45725e+13 3.42886e+13 2.84923e+13 4.51554e+13 4.47761e+13 4.11626e+13 4.4435e+13 6.30424e+13 5.81856e+13 1.18032e+14 4.53077e+13 3.39802e+13 6.83635e+13 6.54945e+13 6.10018e+13 8.50897e+13 1.07794e+14 6.04264e+13 5.02131e+13 4.70049e+13 4.4191e+13 3.82492e+13 4.95199e+13 3.13772e+13 4.00494e+13 4.53562e+13 1.21025e+14 6.05925e+13
threshold=25.500000000000004 82.958608050000009 82.968544750000021 30.389265100000003 32.500000000000007 55.660117850000006 41.005000000000003 55.649510000000014 55.568628050000008 37.543519500000009 6.0000000000000009 79.710000000000022 39.718675700000013 55.737027400000009 6.0000000000000009 55.866549750000011 55.696737300000009 37.702956500000006 95.045000000000016 71.030000000000015 130.05000000000004 42.875000000000007 37.425454150000007 52.330000000000005 43.405000000000008 37.768783500000005 37.425454150000007 39.025000000000013 55.883833400000007 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -1 7 25 8 9 -6 11 -11 -12 14 19 20 22 18 -18 -8 21 -15 -16 24 -19 26 -7 29 -29 -28
right_child=1 2 -4 -5 5 6 13 -9 -10 10 12 -13 -14 15 16 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=6.4735848000060292 -26187.822838494922 189906.18940972222 -23982.330972450658 4380.365916516831 -4582.0989394424869 -26215.4140980089 101936.84814205894 94444.399878771568 -65883.885947779607 -67243.518143347537 85966.456896618096 184233.76413043481 15222.894821608972 -28247.043433218947 -104326.12403938139 -14514.795855120759 -151883.80996256511 -33026.234151574339 72708.917187500003 -92645.055156250004 -76226.299433593755 15279.483085737262 -8029.8567622841947 -41435.592324658064 62546.241355298916 -9459.4673342874084 58897.012053571438 23937.848378616083 165429.72481884059 -7941.4736875447361
leaf_weight=4051753 383 36 38 8758 809 225 79 58 76 99 241 23 145 284 49 3484 120 132 26 20 70 1963 1737 678 92 997 168 488 69 704
leaf_count=4051753 383 36 38 8758 809 225 79 58 76 99 241 23 145 284 49 3484 120 132 26 20 70 1963 1737 678 92 997 168 488 69 704
internal_value=0 3717.7 80071.5 3099.59 -8.42855 -4712.37 -6829.79 11901.6 8464.76 12755.2 40365.2 -19833.9 59391.8 -10284.8 -19056.9 -5849.67 -21910.4 -41063.1 -111888 62627.4 7179.81 9778.13 -10671.8 -29599.3 6226.75 4553.25 12999.9 19174.4 41465.6 4935.67
internal_weight=0 9215 74 9141 4.06459e+06 12836 11385 1451 1393 1317 508 122 386 8734 2933 5801 2834 1048 146 99 2317 2247 1786 902 224 2651 1654 1429 557 872
internal_count=4073804 9215 74 9141 4064589 12836 11385 1451 1393 1317 508 122 386 8734 2933 5801 2834 1048 146 99 2317 2247 1786 902 224 2651 1654 1429 557 872
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 4 4 6 0 6 2 1 4 0 4 0 1 4 1 1 7 4 0 1 1 6 1 1 7 4
split_gain=1.2842e+13 1.66726e+14 6.18768e+14 3.93924e+14 3.67372e+14 3.59021e+14 3.39214e+14 2.92225e+14 4.57948e+14 1.91525e+14 1.68412e+14 3.25417e+14 4.07594e+14 3.26845e+14 1.72786e+14 1.58244e+14 2.43104e+14 2.17807e+14 2.1456e+14 5.39812e+14 2.56106e+14 1.98966e+14 1.78456e+14 2.23582e+14 1.63163e+14 1.53144e+14 1.49961e+14 4.90984e+14 1.48415e+14 1.51602e+14
threshold=56.128722100000005 39.843340650000009 39.873894000000007 57.60122925000001 59.699368850000006 8.5000000000000018 6.5000000000000009 59.505000000000003 57.634352600000007 69.015000000000015 2599.0000000000005 38.166910000000009 6.5000000000000009 56.309668500000008 22.500000000000004 56.385857200000011 47.899251850000006 25.500000000000004 43.56803845000001 40.965343750000009 6.0000000000000009 11.500000000000002 56.638205000000006 47.504912950000005 86.169282750000022 103.03500000000001 39.735861600000007 38.893394150000006 6.0000000000000009 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 9 6 -5 -7 -9 10 11 -2 -13 14 28 16 17 18 19 -4 -20 -22 23 -17 -18 -8 27 -12 -14 -30
right_child=1 2 15 5 -6 7 25 8 -10 -11 26 12 13 -15 -16 22 24 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-105.9327486909207 -2253.6668890966512 4646.3690521786611 40696.219992863647 45501.687851378934 299.15130517232404 46122.455485136685 -20480.430412621892 188775.88057171367 17667.490755826409 -18569.871421989617 -7301.4021574721182 6870.7905534995361 128050.51928973332 1801.601616576751 22576.100338336615 -33051.976814290225 -32557.943677321655 -65576.87645770103 10674.237788280567 -26258.967853621052 11772.55854752857 -16239.188581878203 704.39081682678636 -4394.9699757482485 -2944.2485005208073 159508.03498086735 -1386.6472230368117 -41209.433339485971 497264.3727272728 195799.31897644929
leaf_weight=3004321 24681 5376 1579 3039 382760 993 1341 460 237 11762 30712 1937 428 307 127 3059 2349 417 66651 5072 4025 6853 455381 24753 8947 49 21137 4960 22 69
leaf_count=3004321 24681 5376 1579 3039 382760 993 1341 460 237 11762 30712 1937 428 307 127 3059 2349 417 66651 5072 4025 6853 455381 24753 8947 49 21137 4960 22 69
internal_value=0 297.579 1421.92 24396.2 -1088.96 41747.8 26785.1 80960.8 130594 -6615.28 -4948.89 1463.92 33212.7 86753.3 127125 965.876 4676.6 6516.48 6873.6 -10363.3 8352.31 -5874.48 229.456 -7546.91 -9102.41 -14135.5 -8061.21 -12016.1 152708 268681
internal_weight=0 1.06948e+06 590581 11495 478902 6119 4429 1690 697 96142 84380 27571 2890 953 646 579086 95893 84597 84180 6651 77529 10878 483193 27812 11296 1390 56809 35672 519 91
internal_count=4073804 1069483 590581 11495 478902 6119 4429 1690 697 96142 84380 27571 2890 953 646 579086 95893 84597 84180 6651 77529 10878 483193 27812 11296 1390 56809 35672 519 91
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 0 1 6 1 1 6 6 6 1 1 6 0 6 6 5 6 6 5 0 2 2 5 6 0
split_gain=1.31488e+13 4.05126e+13 3.39537e+13 9.38183e+13 1.33561e+14 1.11153e+14 6.97599e+13 7.36846e+13 5.56275e+13 5.46497e+13 4.98112e+13 4.68712e+13 4.36108e+13 4.04046e+13 4.73949e+13 3.54498e+13 3.96625e+13 3.02799e+13 2.81558e+13 4.05588e+13 3.76554e+13 3.2246e+13 2.92538e+13 5.45159e+13 4.84444e+13 4.08158e+13 9.39621e+13 4.58616e+13 5.11851e+13 5.05293e+13
threshold=2.5000000000000004 60.034792100000011 59.699368850000006 30.370944000000005 30.303340300000002 30.425503950000003 59.950512650000007 30.323041000000003 62.375000000000007 30.242318500000007 37.978059650000013 100.05000000000001 47.420000000000009 102.04000000000001 30.084656550000002 37.780517050000007 47.805000000000007 56.888401950000009 38.010000000000012 59.815000000000005 2.5000000000000004 156.15000000000003 142.05000000000004 3.5000000000000004 43.051287600000009 5444.0000000000009 5209.5000000000009 3.5000000000000004 168.45000000000002 53.888505650000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 12 -5 13 15 -11 -6 14 -4 17 -17 -1 -12 -20 21 -21 23 -22 -24 26 -26 29 -29 -27
right_child=-2 -3 3 5 6 -7 -8 -9 -10 11 18 -13 -14 -15 -16 16 -18 -19 19 20 22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-1390.1499068195064 -30.230000134108849 -7655.2805620911695 30536.821959821427 76581.648990642498 -110137.00550781252 24987.49891433716 29652.623978365387 -61949.647202280408 216778.54079540019 46322.027337369051 -693.28374170797861 207165.02901785716 -304963.93518518517 -143679.20956054688 -73103.493250132407 -5137.4108144297306 -41920.471421495131 -22316.983642890922 4701.6228606410014 -12020.174166480747 -401.95273950405999 38375.099647845644 -149309.56049107143 15042.588000721043 -14151.522450776734 -70641.592323133678 145952.32664348322 -15355.564186789774 -158386.96825161637 133521.14673295454
leaf_weight=7563 3961637 5083 175 67 20 412 39 74 49 132 27956 21 27 20 59 647 536 761 47309 3331 14474 132 28 2714 346 27 41 44 58 22
leaf_count=7563 3961637 5083 175 67 20 412 39 74 49 132 27956 21 27 20 59 647 536 761 47309 3331 14474 132 28 2714 346 27 41 44 58 22
internal_value=0 1067.7 1481.75 19000.6 -9245.79 49333.3 -86653.7 -124141 135803 21184.8 1300.76 68398.5 -222059 -7254.91 4405.29 -5605.37 -21803.3 -3303.33 1981.27 3072.38 -560.445 -10099.2 1300.14 2036.75 -21068.9 -14394.7 2810.38 -58489.7 -96687.1 21023.3
internal_weight=0 112167 107084 1095 567 528 160 121 116 407 105989 153 47 254 234 9507 1183 8324 96482 68526 21217 3463 17754 17188 566 538 387 151 102 49
internal_count=4073804 112167 107084 1095 567 528 160 121 116 407 105989 153 47 254 234 9507 1183 8324 96482 68526 21217 3463 17754 17188 566 538 387 151 102 49
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=6 0 2 0 7 3 5 6 1 3 4 6 4 4 1 1 6 6 5 7 7 5 3 0 0 0 6 1 1 0
split_gain=1.24977e+13 3.03966e+13 8.47919e+13 5.70753e+13 6.19319e+13 4.79397e+13 2.9801e+13 7.02123e+13 2.85312e+13 5.8905e+13 4.84414e+13 2.78058e+13 2.81643e+13 4.1923e+13 4.10978e+13 3.52253e+13 2.5321e+13 1.0513e+14 8.45525e+13 5.29692e+14 2.08141e+14 3.16469e+14 2.58883e+14 1.90767e+14 3.18622e+14 3.45617e+14 1.66538e+14 1.62967e+14 2.43481e+14 1.78709e+14
threshold=100.05000000000001 43.051287600000009 13505.500000000002 42.965693300000005 6.0000000000000009 9.5000000000000018 2.5000000000000004 142.05000000000004 47.504912950000005 5.5000000000000009 10.500000000000002 101.02000000000002 13.500000000000002 10.500000000000002 47.504912950000005 47.386825600000002 77.010000000000005 74.015000000000015 2.5000000000000004 6.0000000000000009 6.0000000000000009 3.5000000000000004 1.5000000000000002 46.323575350000006 45.053967500000006 45.015054600000006 97.020000000000024 82.962856350000024 82.963919600000011 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=16 3 -3 11 -5 8 -4 -8 -6 -10 -11 -2 13 15 -15 -13 17 -1 19 26 21 22 -20 24 25 -24 -18 -22 -29 -30
right_child=1 2 6 4 5 -7 7 -9 9 10 -12 12 -14 14 -16 -17 18 -19 20 -21 27 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=31.771004852245849 -82286.232133152182 -1167.979466960177 11772.301690051021 38016.224648458126 2902.9274320054333 -55606.727797929074 -41239.850603353902 -174355.31226415094 -9837.4287231445323 246222.51413352272 55785.337477022062 -118412.92306876348 -41095.159576416016 104714.89231119792 15120.119114042354 -6536.6912328666058 -7962.8314862258476 -3626.0778630951386 -7070.3811997685189 13263.779899057858 -4240.5579335109087 -4484.5635647084482 -2218.9026332379235 8690.3911137380546 -15162.045096187117 31662.400374287205 -41061.890624869491 76073.157609102665 11597.462602002226 -2679.730643179721
leaf_weight=3514705 46 113761 49 947 696 126 157 53 64 22 34 29 176 60 349 953 34596 80370 14546 14392 83794 39184 9545 111951 9659 4398 1590 459 14214 22879
leaf_count=3514705 46 113761 49 947 696 126 157 53 64 22 34 29 176 60 349 953 34596 80370 14546 14392 83794 39184 9545 111951 9659 4398 1590 459 14214 22879
internal_value=0 -1016.25 -1298.1 8160.43 19957.3 1802.54 -58450.4 -74835.7 10667.2 55700 130600 -5655.02 -3405.47 1363.32 28263.6 -9840.57 30.1878 -50.0023 828.316 -2963.31 1445.69 3518.28 5607.46 6967.9 -1202.37 8468.18 -9417.19 -1787.28 3687 2791.28
internal_weight=0 117522 114020 3502 1889 942 259 210 816 120 56 1613 1567 1391 409 982 3.95628e+06 3.59508e+06 361207 50578 310629 189283 150099 135553 23602 13943 36186 121346 37552 37093
internal_count=4073804 117522 114020 3502 1889 942 259 210 816 120 56 1613 1567 1391 409 982 3956282 3595075 361207 50578 310629 189283 150099 135553 23602 13943 36186 121346 37552 37093
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 6 1 7 1 1 0 0 4 4 4 6 3 3 2 1 0 6 0 0 7 1 2 7 0 6
split_gain=1.27506e+13 1.64205e+14 1.68098e+14 1.124e+14 1.03214e+14 9.49558e+13 8.3055e+13 8.42332e+13 7.8646e+13 2.33387e+14 1.81838e+14 4.11633e+14 1.94141e+14 1.26292e+14 1.13591e+14 1.39746e+14 1.08258e+14 1.96515e+14 1.04172e+14 1.59852e+14 1.49383e+14 1.51828e+14 1.23783e+14 2.59447e+14 1.71016e+14 9.59243e+13 1.58392e+14 1.12891e+14 1.44226e+14 1.87591e+14
threshold=47.295021550000008 48.179569850000007 40.377616600000003 3.5000000000000004 7.5000000000000009 65.410000000000011 39.689978950000004 6.0000000000000009 39.735861600000007 39.723160900000003 47.207933300000008 43.6005307 22.500000000000004 12.500000000000002 4.5000000000000009 66.990000000000023 6.5000000000000009 7.5000000000000009 7833.0000000000009 34.382014200000008 44.601833250000006 47.420000000000009 44.601833250000006 44.685196900000008 6.0000000000000009 41.966773150000002 11703.500000000002 6.0000000000000009 47.22829500000001 36.605000000000011
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=8 2 3 -2 -4 -5 7 -7 9 18 11 12 14 -13 15 -11 -14 -18 19 20 21 -1 -20 24 -24 26 27 28 29 -10
right_child=1 -3 4 5 -6 6 -8 -9 25 10 -12 13 16 -15 -16 -17 17 -19 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12941.704822635136 11865.969192087481 -14.916802395116491 -9030.3116051606503 -4289.4435966012343 -39651.789569368993 -81863.132137612964 -14459.619377382714 -10342.631558272255 3053.9246122758382 50161.285001801036 30814.524251505441 -12991.168107717785 74763.528188775512 -96420.379940843835 30294.691128002334 177547.84423177084 -263811.47448979592 -29306.756883285987 -39989.198855154857 674.12674442170146 11701.528752291049 92980.013004363529 109419.74824609375 -13393.347718260846 -43325.227215387407 937.59973314437013 -43572.322964110834 8118.373089422108 2743.2285961342191 -9644.5062737686003
leaf_weight=185 3705 3299643 2066 20070 2356 415 2631 273 15235 305 4477 3626 49 191 2554 120 49 132 1316 537923 2395 504 300 3353 97 89636 982 8057 21947 49212
leaf_count=185 3705 3299643 2066 20070 2356 415 2631 273 15235 305 4477 3626 49 191 2554 120 49 132 1316 537923 2395 504 300 3353 97 89636 982 8057 21947 49212
internal_value=0 -83.5331 -7267.48 -4317.03 -25345.1 -6880.55 -22549 -53483.6 374.691 967.565 15063.9 5027.54 31425.9 -17165.9 38260.3 86129.3 -57095 -92791.5 670.626 804.28 23506.1 64539.5 -13602.5 -4342.54 72099.2 -1411.52 -3617.95 -3202.54 -4258.32 -6642.65
internal_weight=0 3.33116e+06 31516 27094 4422 23389 3319 688 742645 557576 11503 7026 3209 3817 2979 425 230 181 546073 541007 3084 689 5066 3750 397 185069 95433 94451 86394 64447
internal_count=4073804 3331159 31516 27094 4422 23389 3319 688 742645 557576 11503 7026 3209 3817 2979 425 230 181 546073 541007 3084 689 5066 3750 397 185069 95433 94451 86394 64447
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=2 0 2 7 5 6 4 6 6 1 2 0 0 0 6 4 4 6 4 4 1 6 1 6 1 0 1 6 6 5
split_gain=1.27369e+13 1.44888e+14 2.0714e+14 9.13177e+13 8.0836e+13 5.5423e+13 5.49397e+13 4.16622e+13 4.04666e+13 4.60523e+13 4.01262e+13 8.45966e+13 9.20387e+13 3.55553e+13 3.499e+13 3.45888e+13 3.32502e+13 5.6423e+13 2.95025e+13 3.29319e+13 2.94535e+13 4.51691e+13 3.92969e+13 2.71478e+13 2.72441e+13 4.2836e+13 2.64074e+13 2.6337e+13 6.83103e+13 2.15504e+13
threshold=11703.500000000002 44.046956350000009 13916.000000000002 6.0000000000000009 2.5000000000000004 60.005000000000003 10.500000000000002 70.00500000000001 104.01000000000001 44.628646350000004 11293.500000000002 45.00849250000001 44.601833250000006 44.685196900000008 130.05000000000004 12.500000000000002 10.500000000000002 122.65000000000002 8.5000000000000018 3.5000000000000004 72.839788400000018 81.02500000000002 42.186961750000002 88.825000000000003 41.966773150000002 44.249882500000005 39.105193450000009 189.00000000000003 116.05000000000001 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=10 2 5 7 23 15 14 -4 -9 -10 -1 12 -12 -14 20 -2 17 -5 19 -11 22 -22 -6 24 25 -3 -15 28 -7 -19
right_child=1 4 3 16 6 27 -8 8 9 18 11 -13 13 26 -16 -17 -18 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.66234160933698927 -22737.615638346007 -81578.160339200957 475.51419757325078 24039.559491468459 38961.232886769598 -50967.573705900664 -66038.325862323109 -27651.685904506419 -90940.275233289925 103771.19407327587 -53283.095554322237 -26129.345941732088 36001.823207074165 6081.3070021482272 -44975.819503906256 110630.78587890626 121967.65292968751 -81244.182845982141 81461.154961444816 -13310.389042968753 60613.995113985664 222746.4071801758 -47972.583253761579 -62707.524522569453 11986.53522548297 281.29206200443099 -56745.833362165176 22246.791466346156 -147443.5189759036 -2492.2648097826091
leaf_weight=4055131 702 79 4559 1752 1402 634 53 1129 36 29 258 1799 421 1511 50 20 32 70 77 140 122 20 54 54 3074 335 70 39 83 69
leaf_count=4055131 702 79 4559 1752 1402 634 53 1129 36 29 258 1799 421 1511 50 20 32 70 77 140 122 20 54 54 3074 335 70 39 83 69
internal_value=0 2946.91 -4500.9 1932.71 16258.7 -38858.5 34176.5 -4171.91 -19187.9 14697.1 -10.6096 -9948.34 2932.02 10176.5 37399.4 -19043.2 20884.7 19174.1 30156.2 6780.53 39976.8 83449.5 35737 7653.86 8743.17 -15339.2 3299.59 -57782.6 -62135.6 -42151.5
internal_weight=0 14614 9371 7893 5243 1478 1701 5970 1411 282 4.05919e+06 4059 2260 2002 1648 722 1923 1891 246 169 1598 142 1456 3542 3488 414 1581 756 717 139
internal_count=4073804 14614 9371 7893 5243 1478 1701 5970 1411 282 4059190 4059 2260 2002 1648 722 1923 1891 246 169 1598 142 1456 3542 3488 414 1581 756 717 139
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=2 5 6 4 4 1 0 1 1 0 0 0 1 6 1 4 0 6 1 2 0 1 0 4 4 1 1 0 4 0
split_gain=1.24975e+13 7.84158e+13 1.567e+14 1.8651e+14 1.46745e+14 1.21843e+14 2.13045e+14 1.3987e+14 4.42722e+14 2.99265e+14 2.02821e+14 6.22742e+14 5.78559e+14 4.62784e+14 3.26559e+14 2.61348e+14 3.45019e+14 3.31037e+14 2.24344e+14 2.14396e+14 2.32343e+14 7.25465e+14 4.79773e+14 3.80868e+14 3.71954e+14 5.96482e+14 4.52217e+14 3.03032e+14 2.70139e+14 2.78743e+14
threshold=451.00000000000006 1.5000000000000002 39.810000000000009 3.5000000000000004 22.500000000000004 38.657016300000002 55.123213100000008 37.740454950000007 37.768783500000005 56.520242650000007 55.768246800000007 55.743464250000009 37.897576350000001 71.715000000000018 37.978059650000013 16.500000000000004 55.988910100000005 63.005000000000003 37.780517050000007 75.000000000000014 55.660117850000006 38.066230450000006 55.710673100000008 17.500000000000004 24.500000000000004 37.873748150000004 37.957884500000006 55.676890650000011 12.500000000000002 55.390026600000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -9 10 11 18 13 -13 -14 -12 17 -17 -10 -20 21 -21 24 28 25 -22 -26 -27 29 -23
right_child=-2 5 3 -5 -6 6 -8 8 9 -11 15 12 14 -15 -16 16 -18 -19 19 20 22 23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-440.13611802546097 -78.215160713610032 294.09745982664668 32711.776263286039 -4950.4285344331811 7699.5509463980743 11358.611951937828 -12086.60430413742 21991.622155525594 -18261.572375419353 -109860.98462058281 1818.3155712942291 41244.038302197929 -36506.28130537158 123491.47708752296 24873.84617420203 -3299.5461097648595 24864.810624071393 -39272.709547016413 -9420.7555019483152 -19076.488697025059 79746.241771324494 -5397.2602787197793 -9708.0777612038073 -35046.285589894505 -5711.4220273584433 -12047.303274944556 87422.430080440128 33762.075403089897 50006.048245528335 27236.067283798937
leaf_weight=146739 3396489 261770 1335 87302 26086 5165 15528 12753 4693 237 39692 2747 1207 911 3075 4887 1843 5368 9237 10664 2347 4515 5786 1366 5156 1939 580 5657 2502 6228
leaf_count=146739 3396489 261770 1335 87302 26086 5165 15528 12753 4693 237 39692 2747 1207 911 3075 4887 1843 5368 9237 10664 2347 4515 5786 1366 5156 1939 580 5657 2502 6228
internal_value=0 392.221 -964.755 -4383.18 788.459 1245.4 -6234.65 1637.1 4272.67 2399.53 2620.51 6186.44 32521.7 61727.2 7572.16 -2103.54 -14970.7 -22129.8 2739.9 4500.62 7251.83 754.415 14902.5 15228.2 23984.5 35683.1 3705.88 22068.5 20413.2 13521.1
internal_weight=0 677315 261462 88637 172825 415853 20693 395160 133390 120637 120400 68610 7940 3658 4282 51790 12098 10255 60670 55977 46740 25275 21465 14611 15679 9943 5736 7596 13245 10743
internal_count=4073804 677315 261462 88637 172825 415853 20693 395160 133390 120637 120400 68610 7940 3658 4282 51790 12098 10255 60670 55977 46740 25275 21465 14611 15679 9943 5736 7596 13245 10743
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 6 3 5 0 0 6 6 0 1 1 0 6 4 1 6 0 0 0 6 4 6 0 4 4 6
split_gain=1.2667e+13 7.69335e+13 2.6844e+14 1.90247e+14 3.49728e+14 2.12269e+14 1.46476e+14 1.29851e+14 1.16243e+14 2.75789e+14 1.32707e+14 9.96793e+13 9.91546e+13 9.79813e+13 2.885e+14 3.99881e+14 1.91232e+14 1.74007e+14 1.49618e+14 2.08278e+14 1.59553e+14 1.62189e+14 1.43337e+14 2.90047e+14 1.42054e+14 1.37914e+14 1.32054e+14 1.05678e+14 2.22568e+14 2.62985e+14
threshold=45.073441650000007 39.033214400000013 38.948208550000011 45.047736150000013 24.500000000000004 66.010000000000005 20.500000000000004 3.5000000000000004 45.055912800000009 45.07004340000001 59.505000000000003 66.990000000000023 45.059854000000009 38.97264950000001 38.977585500000011 45.047736150000013 138.05000000000004 5.5000000000000009 38.989878900000008 149.05000000000004 45.036141150000006 45.067157700000003 45.036141150000006 69.605000000000004 9.5000000000000018 138.05000000000004 45.029425500000009 24.500000000000004 19.500000000000004 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 2 3 -1 5 -5 12 13 -3 10 -10 -6 -7 16 15 17 -4 -15 19 20 -16 27 24 -24 -19 -26 -18 28 -22 -30
right_child=-2 8 7 4 11 6 -8 -9 9 -11 -12 -13 -14 14 18 -17 26 22 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-361.63973561743438 -63.455881857668658 -100.08150276167457 8317.917086387115 -11380.158918844441 19523.112238670659 -75541.603664486829 176197.53836206897 24880.193560419499 -7826.4342972128788 14099.885773269254 -27403.233225067364 99223.532987136103 -31104.776702240852 -4578.4795272582633 -3006.4263241791209 18425.316529253156 151494.95048457279 -78242.673055680076 3236.3978003949942 289283.38638392859 39148.949997516065 -5389.2214638705054 -29072.487660644631 -94889.606848159572 61072.82709372812 -191564.40380434785 17078.893417537915 90304.137235919916 27312.582902605514 -103575.59330045445
leaf_weight=99017 3606732 216830 34020 8620 321 878 29 3220 10577 4395 5148 307 1173 2933 2944 3065 158 122 62014 28 3832 1343 3817 812 357 23 136 311 388 254
leaf_count=99017 3606732 216830 34020 8620 321 878 29 3220 10577 4395 5148 307 1173 2933 2944 3065 158 122 62014 28 3832 1343 3817 812 357 23 136 311 388 254
internal_value=0 490.007 1792.32 -1766.08 -14042.2 -18298.9 -46972 5070.51 -774.778 -8045.88 -14235.4 58484.9 -50127.5 4523.25 2650.46 -12321.3 9011.9 -24007.6 4993.47 16967.4 16127 25319 -35113.7 -40617.9 15640.3 45781.6 89316.1 33937.8 30019.6 -24471.8
internal_weight=0 467072 230122 110345 11328 10700 2080 119777 236950 20120 15725 628 2051 116557 82243 11129 34314 8064 71114 9100 9072 6128 5131 4629 502 380 294 4785 4474 642
internal_count=4073804 467072 230122 110345 11328 10700 2080 119777 236950 20120 15725 628 2051 116557 82243 11129 34314 8064 71114 9100 9072 6128 5131 4629 502 380 294 4785 4474 642
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=6 4 0 0 1 3 1 1 0 0 1 4 1 1 4 1 0 1 0 5 4 6 0 6 2 3 5 6 2 4
split_gain=1.25537e+13 2.7852e+13 6.13749e+13 7.48584e+13 1.24232e+14 1.8128e+14 5.92049e+13 8.1257e+13 7.35176e+13 1.359e+14 1.03847e+14 1.24104e+14 1.00446e+14 9.69873e+13 1.27262e+14 8.98069e+13 1.76046e+14 1.69588e+14 1.6544e+14 1.02929e+14 8.83133e+13 8.707e+13 8.69069e+13 9.44099e+13 7.52798e+13 1.13158e+14 1.9761e+14 1.1862e+14 1.02046e+14 1.13991e+14
threshold=100.05000000000001 14.500000000000002 60.01610465000001 60.034792100000011 30.323041000000003 14.500000000000002 20.507515800000004 30.084656550000002 59.905532300000012 59.933037250000005 30.315889700000003 24.500000000000004 30.509101000000005 30.226173900000003 16.500000000000004 37.290808600000013 50.596941950000009 37.318079750000003 59.825842200000004 1.5000000000000002 19.500000000000004 125.02000000000002 60.002985000000002 138.05000000000004 2970.5000000000005 9.5000000000000018 3.5000000000000004 134.05000000000004 2851.5000000000005 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 6 4 -4 -6 -3 -8 15 12 13 22 21 20 -15 16 -9 -17 -18 -20 -11 -10 23 -12 28 26 -26 -28 -19 -30
right_child=1 2 3 -5 5 -7 7 8 9 10 11 -13 -14 14 -16 17 18 24 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=30.2553736425122 87.092170125375517 74913.344760101012 -84615.265199461632 -5438.3110818561399 -50074.995603643991 125781.05536179314 -75488.772980057562 50712.367848523652 80903.613721699629 -58405.008734688257 -74534.657838760511 -242617.52175925928 -128234.65601562499 135570.17437438967 24938.009618964352 107854.98127147053 -54251.629233289335 -657.35842825668988 -115901.35001411897 -1955.6561150249142 41392.981219810128 261262.78632812502 99476.221732271646 37489.991761363635 -27402.737263511215 821.15828351484038 -11319.935023370695 35131.772323973841 29234.820636885383 -36025.106582431479
leaf_weight=3956282 77532 99 386 1107 194 84 152 331 196 219 238 27 20 128 554 141 1242 14573 83 1767 149 31 52 110 4963 8400 1301 952 2186 305
leaf_count=3956282 77532 99 386 1107 194 84 152 331 196 219 238 27 20 128 554 141 1242 14573 83 1767 149 31 52 110 4963 8400 1301 952 2186 305
internal_value=0 -1018.52 -3162.07 -21361.2 -47907.3 3061.37 -2318.76 -2519.33 -2227.21 17948.8 6467.32 -35113 86605.5 23376.7 45701.8 -3186.91 -18600.7 -1579.36 -26020.7 -7067.81 -17997.7 105534 -21106.5 -39124.6 -2051.53 -7068.64 -16253 8308.13 2539.85 21244.3
internal_weight=0 117522 39990 1771 664 278 38219 38120 37968 1724 1477 427 247 1050 682 36244 3423 32821 3092 1850 368 227 400 348 32680 15616 7216 2253 17064 2491
internal_count=4073804 117522 39990 1771 664 278 38219 38120 37968 1724 1477 427 247 1050 682 36244 3423 32821 3092 1850 368 227 400 348 32680 15616 7216 2253 17064 2491
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=1 4 4 1 6 6 1 6 5 6 4 1 5 6 3 0 0 4 6 1 6 4 3 4 6 5 6 6 1 3
split_gain=1.22848e+13 5.21634e+13 4.53455e+13 5.07725e+13 4.01349e+13 3.99092e+13 3.96486e+13 5.50764e+13 5.44783e+13 5.06103e+13 5.94292e+13 5.09592e+13 4.76396e+13 5.39845e+13 5.72415e+13 5.4396e+13 4.65521e+13 1.01161e+14 8.88045e+13 1.79668e+14 7.40572e+13 7.95476e+13 7.35192e+13 7.06259e+13 6.42872e+13 4.72239e+13 4.92336e+13 6.03772e+13 4.86929e+13 4.637e+13
threshold=83.658467900000019 4.5000000000000009 24.500000000000004 92.791023150000015 55.405000000000008 44.410000000000004 83.971434050000013 84.810000000000016 3.5000000000000004 138.05000000000004 10.500000000000002 91.292296250000007 2.5000000000000004 101.02000000000002 17.500000000000004 56.041614100000011 53.341100000000004 10.500000000000002 118.04500000000002 83.754481100000007 71.030000000000015 8.5000000000000018 1.5000000000000002 7.5000000000000009 138.05000000000004 3.5000000000000004 103.03500000000001 88.00500000000001 83.689608100000015 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 6 5 -2 -4 16 -8 12 11 -11 -10 -9 -14 15 -15 17 20 25 -20 -3 22 -22 -24 -21 -18 27 -27 -28 -12
right_child=1 2 3 -5 -6 -7 7 8 9 10 29 -13 13 14 -16 -17 18 -19 19 24 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-41.655549500290022 -859.06947905404922 12749.413144766913 -1754.9527454343618 -4111.8926983900592 -9590.9399252305575 -53011.309203854893 315.05213209754862 -14669.275775376123 -34532.962196011322 9585.8901520798663 125620.93068426725 -546.73919458735179 24769.701427009932 -9673.8152513899895 112464.69376698369 38052.97245352609 3681.4873081788483 -3138.3329734554732 -141333.34218750001 -22501.677606534093 219803.64526654413 22859.791739231125 40388.815419999388 153304.41051386445 150866.04294642858 -5427.8088058011717 -54621.241015625004 -53961.18428493361 110978.29195033482 -18554.447786458335
leaf_weight=3852148 16387 5423 234 2608 7755 433 149052 505 545 507 87 2316 3367 1272 46 294 24554 3668 122 55 34 773 252 71 35 763 26 386 56 30
leaf_count=3852148 16387 5423 234 2608 7755 433 149052 505 545 507 87 2316 3367 1272 46 294 24554 3668 122 55 34 773 252 71 35 763 26 386 56 30
internal_value=0 723.93 1260.26 -10408.7 -3663.96 -35029.3 1457 773.013 8383.67 -1392.91 24411 -7020.87 14596.5 17564.9 2516.04 -713.614 4441.29 10159 2193.31 -62263.9 17602.1 40890.7 79932.5 65209.3 44919.1 2723.27 -16389.8 -21732.3 58471.1 88652.9
internal_weight=0 221656 197514 3275 24142 667 194239 158021 8969 3485 624 2861 5484 4979 1612 1566 36218 10221 25997 212 6553 1130 357 323 90 25785 1231 1149 82 117
internal_count=4073804 221656 197514 3275 24142 667 194239 158021 8969 3485 624 2861 5484 4979 1612 1566 36218 10221 25997 212 6553 1130 357 323 90 25785 1231 1149 82 117
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 7 6 0 1 2 6 1 1 0 0 1 4 7 4 6 4 1 4 0 6 4 0 0 6 6
split_gain=1.21952e+13 1.40774e+14 1.33619e+14 5.17181e+14 3.71062e+14 4.13287e+14 3.30785e+14 2.96086e+14 2.0148e+14 4.95446e+14 3.07862e+14 3.1101e+14 2.56665e+14 3.09992e+14 1.98735e+14 1.91588e+14 1.84558e+14 1.71796e+14 1.6739e+14 1.56743e+14 1.74296e+14 1.5452e+14 5.3796e+14 3.17671e+14 2.29132e+14 1.56742e+14 1.48269e+14 4.47829e+14 2.40112e+14 1.40727e+14
threshold=56.128722100000005 56.067362750000008 39.843340650000009 39.908802000000009 57.60122925000001 6.0000000000000009 64.015000000000015 59.699368850000006 43.80299105000001 4137.5000000000009 74.615000000000009 40.024897700000004 47.256487700000001 56.385857200000011 56.148747500000006 43.047633000000012 25.500000000000004 6.0000000000000009 9.5000000000000018 70.00500000000001 16.500000000000004 39.873894000000007 8.5000000000000018 57.634352600000007 98.020000000000024 6.5000000000000009 56.342669500000007 56.324067350000007 53.005000000000003 116.05000000000001
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 4 -4 6 -6 19 9 10 11 -5 13 16 -11 -13 17 -10 26 -2 -21 22 25 -24 -23 -7 27 -19 -29 -12
right_child=2 -3 3 8 5 21 -8 -9 12 14 29 15 -14 -15 -16 -17 -18 18 -20 20 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-18.319395565482303 -4473.0231980426561 -5621.6036895270845 702.1534712468499 -1274.4552761692005 27039.777540694486 55443.370247505285 70036.633717750199 294.90071075955956 9740.4036087880286 62940.602751331608 -33330.87838785279 -64097.139667428768 344.4556021412281 -47408.874121187204 8320.2979198429639 -18823.867827414975 -59219.444823982303 12834.338561222332 -10503.963250012268 -11263.390238982907 -44145.12863635378 -2252.099148390364 195795.88894698443 14167.94526779373 -115740.4400793651 -26711.827173241742 -80251.937353894144 -10044.284 246232.29519761028 -102577.73531570435
leaf_weight=2958794 85300 45527 9060 17759 5709 316 2606 382760 63236 710 3541 1067 452005 1045 10784 7540 413 1500 8149 8872 1970 3030 257 154 189 876 129 50 136 320
leaf_count=2958794 85300 45527 9060 17759 5709 316 2606 382760 63236 710 3541 1067 452005 1045 10784 7540 413 1500 8149 8872 1970 3030 257 154 189 876 129 50 136 320
internal_value=0 -103.231 289.989 1296.53 16271.1 27008.4 40515.4 -951.275 711.729 -5977.62 -12697.5 -8835.5 1241.64 6673.52 11694.3 -24436.3 7441.27 7817.37 -4387.03 -5912.54 -17238 3716.95 29084.2 127741 -8915.44 -4932.43 23076.8 30982.7 177341 -39070.1
internal_weight=0 3.00432e+06 1.06948e+06 590581 22197 13137 8315 478902 568384 41721 30227 26366 526663 74658 11494 8607 73613 73200 9964 96142 10842 4822 1603 411 3219 1192 1815 1686 186 3861
internal_count=4073804 3004321 1069483 590581 22197 13137 8315 478902 568384 41721 30227 26366 526663 74658 11494 8607 73613 73200 9964 96142 10842 4822 1603 411 3219 1192 1815 1686 186 3861
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=2 5 6 4 4 6 4 2 0 6 1 1 0 0 0 0 6 4 4 6 7 1 1 0 7 4 0 1 1 0
split_gain=1.29049e+13 6.48859e+13 1.2707e+14 1.51643e+14 1.18154e+14 1.08618e+14 1.32613e+14 1.23607e+14 2.69191e+14 2.21772e+14 2.15131e+14 2.04454e+14 3.26309e+14 5.10362e+14 2.87346e+14 2.69757e+14 2.6957e+14 2.39149e+14 2.55171e+14 2.49398e+14 1.86148e+14 1.83462e+14 1.82587e+14 4.26635e+14 2.90351e+14 4.16702e+14 3.32853e+14 3.07353e+14 3.03616e+14 3.30502e+14
threshold=451.00000000000006 1.5000000000000002 39.810000000000009 3.5000000000000004 22.500000000000004 41.505000000000003 14.500000000000002 36.000000000000007 55.633951400000008 76.00500000000001 37.71815560000001 37.425454150000007 55.728148450000006 55.660117850000006 55.775215600000003 55.840017500000009 57.995000000000012 12.500000000000002 25.500000000000004 59.025000000000013 6.0000000000000009 37.740454950000007 37.503969450000007 55.520061350000013 6.0000000000000009 16.500000000000004 55.554045200000012 37.600779750000008 37.618684050000006 55.595177750000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 22 11 -11 12 13 20 17 -16 -17 -14 19 -19 -10 -12 -7 -24 28 26 -26 -28 -25 -30
right_child=-2 5 3 -5 -6 7 -8 -9 9 10 21 -13 14 -15 15 16 -18 18 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-359.45614782722129 -79.480043739896587 4565.7767036967271 29534.281685452661 -4425.6081012293389 6944.3697633367019 201.8128979357619 26612.274543666732 2394.4923322438985 -28634.58792575265 10464.323126772546 -48153.920981908683 -3947.7176642881823 -34913.970110822942 -86111.3635183609 -47240.216755411471 27492.399012366801 -28658.971243535198 25134.862839353693 -32855.037272282054 114781.79864514894 33751.966505918186 -2933.6222588909172 -27116.985914863508 22930.448431727684 -80077.248189871665 21276.952621797667 174181.9340698875 67171.756738655371 -61036.940601107155 3969.5963476525521
leaf_weight=146739 3396489 13492 1335 87302 26086 27792 3420 224376 1976 18210 1117 92454 491 1542 1965 1700 1720 687 333 566 631 4559 2328 6708 112 3931 386 881 1010 3466
leaf_count=146739 3396489 13492 1335 87302 26086 27792 3420 224376 1976 18210 1117 92454 491 1542 1965 1700 1720 687 333 566 631 4559 2328 6708 112 3931 386 881 1010 3466
internal_value=0 398.564 -835.806 -3914.12 742.975 1174.66 9024.09 841.902 -1153.71 -3523.93 5165.91 -5518.5 -18026.1 -40508.1 -5525.69 -17712.8 -747.471 26071.6 44951.7 65629.8 -13534.5 -11832.7 5352.31 12957.4 18613.6 37868.8 85166 99773.1 9471.46 -10699
internal_weight=0 677315 261462 88637 172825 415853 16912 398941 174565 127951 23886 104065 11611 4149 7462 5385 3420 2077 1586 1253 2607 5676 46614 18822 16494 5310 1379 1267 11184 4476
internal_count=4073804 677315 261462 88637 172825 415853 16912 398941 174565 127951 23886 104065 11611 4149 7462 5385 3420 2077 1586 1253 2607 5676 46614 18822 16494 5310 1379 1267 11184 4476
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=6 1 0 0 6 1 1 0 6 4 6 1 3 6 1 5 4 4 4 1 6 7 5 6 0 1 0 1 0 1
split_gain=1.28998e+13 7.04105e+13 1.91582e+14 2.17424e+14 2.07494e+14 1.96077e+14 1.51534e+14 3.17258e+14 1.55716e+14 1.44451e+14 1.36371e+14 1.41267e+14 1.34131e+14 1.92205e+14 1.72745e+14 1.332e+14 2.61762e+14 1.91465e+14 1.38525e+14 1.30784e+14 1.01265e+14 9.79254e+13 9.59838e+13 2.78316e+14 9.5635e+13 1.40418e+14 1.70349e+14 1.11851e+14 1.51076e+14 1.05513e+14
threshold=88.825000000000003 37.804148700000006 54.73499850000001 55.418618900000006 104.01000000000001 30.624707450000006 37.682335600000009 55.93962770000001 103.03500000000001 23.500000000000004 108.05000000000001 30.624707450000006 3.5000000000000004 96.050000000000011 20.507515800000004 2.5000000000000004 14.500000000000002 4.5000000000000009 13.500000000000002 20.507515800000004 93.050000000000011 6.0000000000000009 1.5000000000000002 130.05000000000004 59.939085000000013 30.303340300000002 59.856552950000008 30.323041000000003 55.728148450000006 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 15 8 -8 -2 11 -6 13 -4 -15 16 17 -5 22 -14 -3 -11 23 -19 25 26 -24 -27 29 -29
right_child=1 20 3 6 10 -7 7 -9 -10 21 -12 -13 19 14 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=42.909524414001481 15095.308169250899 -6586.3516887327241 31858.317525540864 -67990.684118617952 -370606.50916666671 -36714.209838259369 14392.726793543226 -102919.98735137196 61540.543449326593 -150615.24623579546 -61258.308868332046 -106954.76177455357 31157.823923319331 63234.019504310345 385508.94983974361 729.06259993905815 -51768.407499268564 111473.18312863373 70241.571391877675 -216414.02391826926 -519.32105900980002 39744.844809194714 43926.359295280614 -115683.08117404516 15547.698785653534 63640.976537134746 -177344.40631510419 187279.64995524089 -52803.534003987967 -81469.361979166672
leaf_weight=3849942 11175 35224 104 355 30 723 3263 205 892 88 561 63 119 29 39 41446 1482 215 336 26 125638 39 49 72 868 154 120 48 478 21
leaf_count=3849942 11175 35224 104 355 30 723 3263 205 892 88 561 63 119 29 39 41446 1482 215 336 26 125638 39 49 72 868 154 120 48 478 21
internal_value=0 -737.951 2095.95 -482.437 -35716.5 -7962.94 711.196 18522.7 24514.5 13890.1 -79850.5 -192004 57611.7 117337 248068 -990.193 -17964.1 481.473 10776.9 -13234.4 -1847.82 -92158.2 910.225 54486.2 -7936.91 -31367.5 -113189 -11641.7 -32836.4 105486
internal_weight=0 223862 63000 51698 1694 1040 50004 4360 4155 11302 654 93 317 172 68 45644 4198 2716 2361 145 160862 127 2025 287 1738 870 169 701 547 69
internal_count=4073804 223862 63000 51698 1694 1040 50004 4360 4155 11302 654 93 317 172 68 45644 4198 2716 2361 145 160862 127 2025 287 1738 870 169 701 547 69
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 6 6 0 4 4 1 0 0 4 5 4 4 4 6 1 5 0 3 6 1 4 6 3 4
split_gain=1.27333e+13 4.67831e+13 1.34951e+14 5.48581e+13 5.02435e+13 6.0707e+13 6.32911e+13 6.38065e+13 4.18874e+13 7.43823e+13 7.34586e+13 8.29305e+13 6.9802e+13 1.25867e+14 7.28456e+13 6.84377e+13 8.58616e+13 1.03404e+14 9.0324e+13 5.34033e+13 7.54674e+13 1.21317e+14 5.03644e+13 8.31341e+13 5.20343e+13 4.94284e+13 6.64612e+13 8.22451e+13 4.88735e+13 7.11473e+13
threshold=112.00500000000001 38.109452700000006 38.893394150000006 55.568628050000008 55.728148450000006 247.90000000000001 125.02000000000002 134.05000000000004 60.05226170000001 14.500000000000002 23.500000000000004 30.425503950000003 60.002985000000002 59.990753350000013 24.500000000000004 3.5000000000000004 8.5000000000000018 4.5000000000000009 9.5000000000000018 120.05000000000001 30.277905650000005 3.5000000000000004 60.01610465000001 9.5000000000000018 122.65000000000002 30.277905650000005 5.5000000000000009 122.65000000000002 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 8 3 -3 -5 6 -6 -8 12 -10 11 -11 13 28 19 16 17 -14 -18 -15 -21 -22 23 24 -17 26 -24 -28 -2 -30
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12 -13 15 14 -16 22 18 -19 -20 20 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=23.115428454617767 13966.446711091259 -88624.558119673296 -2300.5282251717631 42625.275682417174 -11004.412070188097 89892.791683467745 -164679.98328718357 -40875.699521706323 -7827.0438597103121 -261033.72039473685 25395.750600405096 -9460.5220703124996 -118932.19078947369 9799.2275675912933 -208445.98764204548 254581.45340401787 -193288.39722222224 52242.037024345016 -6407.6765312070565 -10765.157781110493 -339678.77312500007 -47635.657593513257 -182924.75859375001 -15718.205348557694 101156.19762369792 62681.24883758949 -32011.075840585443 182859.84945652174 -10803.155669531179 5481.5316671390974
leaf_weight=4005334 3182 220 50203 83 157 31 79 88 399 38 27 20 38 89 33 35 27 495 614 56 25 33 20 39 60 227 79 23 4032 8018
leaf_count=4005334 3182 220 50203 83 157 31 79 88 399 38 27 20 38 89 33 35 27 495 614 56 25 33 20 39 60 227 79 23 4032 8018
internal_value=0 -1352.2 -2890.24 -47883.4 -27419.9 -43796.6 -56587.9 -99441.8 3090.22 -25921.1 -110857 -174284 3910.16 1820.56 -70649.9 23416.4 10381 40038.2 -14279.4 -48249.6 -93568.4 -173516 55101 107214 157681 35091.8 -16242.6 16440.2 2943.4 32.5807
internal_weight=0 68470 50861 658 438 355 324 167 17609 484 85 58 17125 15468 236 1657 1174 533 641 203 114 58 483 134 95 349 122 102 15232 12050
internal_count=4073804 68470 50861 658 438 355 324 167 17609 484 85 58 17125 15468 236 1657 1174 533 641 203 114 58 483 134 95 349 122 102 15232 12050
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=4 3 3 4 1 6 5 1 6 6 1 6 6 0 2 6 5 1 0 2 0 6 0 0 6 1 0 0 1 1
split_gain=1.18989e+13 3.62149e+13 3.36402e+13 4.23618e+13 3.00387e+13 2.78951e+13 3.08634e+13 3.71353e+13 3.86926e+13 2.50229e+13 3.38395e+13 2.80993e+13 2.54052e+13 2.42476e+13 6.21955e+13 2.40046e+13 4.78915e+13 4.77457e+13 3.55467e+13 3.36334e+13 3.72616e+13 2.70753e+13 2.27553e+13 2.23616e+13 2.99058e+13 3.02428e+13 2.0902e+13 3.26159e+13 2.08811e+13 2.06654e+13
threshold=2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 20.507515800000004 73.00500000000001 3.5000000000000004 30.389265100000003 100.05000000000001 247.90000000000001 61.381045500000006 142.05000000000004 156.15000000000003 43.550475500000012 9613.5000000000018 80.720000000000013 2.5000000000000004 20.507515800000004 54.707511300000007 7884.5000000000009 57.14107305000001 74.015000000000015 44.046956350000009 43.687280500000007 66.010000000000005 39.908802000000009 59.848366150000011 59.939085000000013 38.927872750000006 56.240615550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 22 9 8 -8 11 -11 -7 -13 14 -9 17 19 18 -5 20 28 23 -6 24 -19 -26 -1 -28 -17 -24
right_child=-2 -3 4 15 5 6 7 13 -10 10 -12 12 -14 -15 -16 16 -18 21 -20 -21 -22 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-965.07465065179485 -28.757350048182005 112750.49601293105 -81801.046365489135 7055.4500390625008 13006.868863160142 -13901.404114375573 -20796.970923913046 -109966.62532784599 144370.64406672298 2464.9046093750003 154360.89749023438 -152931.69267939817 -33756.369221698114 4110.9678934322064 85348.094395380438 -114345.32311422413 19173.671156527253 14835.022095013306 153534.47086148648 -139775.55124999999 75144.471419270834 -10216.734443132673 -2151.7435710311665 3627.3076768434476 187857.18996093751 42358.241714843753 -143041.77730654762 -15944.123283345463 -19942.15917008197 2559.8458438582711
leaf_weight=18100 3961637 29 46 30 1270 2903 23 56 37 55 20 27 53 1188 23 29 1976 596 37 25 36 1400 27910 41593 20 50 21 524 122 13968
leaf_count=18100 3961637 29 46 30 1270 2903 23 56 37 55 20 27 53 1188 23 29 1976 596 37 25 36 1400 27910 41593 20 50 21 524 122 13968
internal_value=0 1015.68 986.788 2473.69 -1030.76 -952.594 -8551.69 4183.94 81056.4 -14078.2 42970.5 -15512.6 -73978 543.571 -53102.8 4106.05 14327.7 3594.57 87946.8 -30840.3 -16276.8 3465.13 -180.322 3918.39 22097.2 83929.4 -1546.07 -20841.5 -38072.6 -580.239
internal_weight=0 112167 112138 64559 47579 47533 4385 1327 60 3058 75 2983 80 1267 79 45914 2188 43726 67 212 187 43659 43148 42259 666 70 18645 545 151 41878
internal_count=4073804 112167 112138 64559 47579 47533 4385 1327 60 3058 75 2983 80 1267 79 45914 2188 43726 67 212 187 43659 43148 42259 666 70 18645 545 151 41878
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=6 7 3 2 3 0 5 0 5 0 0 0 4 1 1 5 5 1 1 3 4 6 4 0 6 0 4 2 6 4
split_gain=1.16451e+13 1.82843e+13 2.04646e+13 2.28883e+13 5.24483e+13 2.96818e+13 2.88707e+13 5.35461e+13 2.27674e+13 5.07031e+13 2.38334e+13 2.07252e+13 6.2833e+13 1.83824e+13 2.35686e+13 2.17053e+13 2.14145e+13 4.98069e+13 2.70851e+13 2.43166e+13 5.42076e+13 1.97116e+13 1.69497e+13 3.21429e+13 1.77019e+13 2.19269e+13 2.1384e+13 1.69057e+13 1.54913e+13 1.76643e+13
threshold=19.050000000000004 6.0000000000000009 9.5000000000000018 75.000000000000014 3.5000000000000004 55.783232450000007 1.5000000000000002 55.737027400000009 2.5000000000000004 47.234875100000004 55.660117850000006 55.737027400000009 5.5000000000000009 63.728898350000001 83.689608100000015 3.5000000000000004 3.5000000000000004 39.939672500000007 49.230435000000007 5.5000000000000009 5.5000000000000009 15.450000000000001 19.500000000000004 47.22829500000001 15.450000000000001 45.073441650000007 5.5000000000000009 2865.5000000000005 15.450000000000001 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 11 -6 -8 -4 -10 -11 -1 -13 16 15 21 22 19 -19 20 -18 -15 24 -24 -5 -26 -27 -12 -3 -30
right_child=-2 28 8 13 6 -7 7 -9 9 10 27 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-42706.38193483268 12.043578942098343 20630.248520453246 5314.9717764439429 2989.9579645696303 -4475.1120902267157 -6794.0467646017314 6514.625340317235 210779.76566220238 176864.12575120194 -38220.247280809352 107541.04763257576 -18363.195644928692 -192491.30689453124 -18835.021113387043 1727.8263671736142 -89779.333169642865 45649.221053340523 -48715.006655092591 37584.763290127841 -20058.330312500002 211225.0410416667 -5387.6045300880814 -157806.89969238281 3797.9517333984377 -19259.529712463449 897.61451131823696 -16650.609182354641 -7233.8034226190475 -14982.738383476655 13090.955371987571
leaf_weight=197 4053237 604 563 5332 102 164 33 21 26 41 33 43 40 1808 1978 35 58 81 66 20 30 2745 20 32 911 3814 849 21 422 478
leaf_count=197 4053237 604 563 5332 102 164 33 21 26 41 33 43 40 1808 1978 35 58 81 66 20 30 2745 20 32 911 3814 849 21 422 478
internal_value=0 -2373.49 -3210.98 -3843.06 -23052.9 -40578 26826.3 85951.1 13773 53127.1 19262.3 -60365.8 -102280 -3194.77 -7396.79 -11330.6 -734.195 27913.4 -9968.17 79474.4 102096 -10727.6 -1400.84 -58357.8 -1129.27 -5069.66 -2297.42 62906.4 8241.64 -72.4877
internal_weight=0 20567 19063 18379 600 444 156 54 684 121 95 280 83 17779 6566 4588 11213 255 147 108 88 4553 10958 52 10906 5574 4663 54 1504 900
internal_count=4073804 20567 19063 18379 600 444 156 54 684 121 95 280 83 17779 6566 4588 11213 255 147 108 88 4553 10958 52 10906 5574 4663 54 1504 900
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=4 0 4 1 3 1 6 3 6 3 6 3 1 6 3 3 3 6 6 0 3 6 5 0 0 3 4 1 1 0
split_gain=1.1123e+13 2.47049e+13 4.50509e+13 4.77377e+13 3.85355e+13 2.48993e+13 2.54055e+13 2.20864e+13 1.93283e+13 2.21229e+13 2.00591e+13 1.74538e+13 4.55651e+13 1.72592e+13 1.63457e+13 1.4454e+13 1.38629e+13 2.03651e+13 1.3612e+13 1.6971e+13 1.28417e+13 1.13476e+13 4.2487e+13 4.6111e+13 8.58582e+13 6.84518e+13 6.28568e+13 5.79215e+13 5.16394e+13 8.18502e+13
threshold=37.500000000000007 55.834019500000004 38.500000000000007 37.618684050000006 23.500000000000004 37.768783500000005 79.015000000000015 26.500000000000004 82.905000000000015 10.500000000000002 48.945000000000007 29.500000000000004 37.649344350000007 39.025000000000013 5.5000000000000009 34.500000000000007 29.500000000000004 84.810000000000016 118.04500000000002 55.806294650000005 33.500000000000007 112.00500000000001 3.5000000000000004 60.002985000000002 60.01610465000001 15.500000000000002 18.500000000000004 30.226173900000003 30.277905650000005 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 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 7 8 6 11 13 9 14 -11 -4 -13 -2 -3 21 -6 -18 19 -17 -14 -1 -23 28 25 26 27 -25 29 -24
right_child=1 4 5 -5 16 -7 -8 -9 -10 10 -12 12 20 -15 -16 18 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=23.906708000430115 -107030.48584526911 82192.049356617659 -15634.730078458217 27512.574266098487 -85436.023967633941 -53460.839118047596 37075.908560001153 -34700.884082031254 -22365.429245923915 67149.073883928577 207083.13793945312 74706.477981606018 20770.929283405174 -221104.58690476191 -28430.9375 63257.953431919654 48279.83144444057 -72852.311820652176 91232.18311491936 -20832.722970145089 -62572.758482689947 -3687.3280423398014 514.52800750732422 174860.93298611112 11017.206405636454 -64769.549720902884 246621.951171875 3824.9871093750003 1522.1712534443964 -46743.861283142935
leaf_weight=4003778 36 34 751 33 28 109 136 24 23 21 20 79 29 21 22 42 35 23 31 56 51 35319 984 36 955 22 32 44 30446 584
leaf_count=4003778 36 34 751 33 28 109 136 24 23 21 20 79 29 21 22 42 35 23 31 56 51 35319 984 36 955 22 32 44 30446 584
internal_value=0 -8682.31 -13896.6 -73870.2 23438.9 -7977.17 -3237.48 -115174 60053.6 79596.3 135410 -9262.33 20836.2 -149058 38733 3.14474 -27651.4 244.671 33476 15206.1 -32360.7 2.08438 -1274.87 1299.08 21535.1 96494.5 128171 80791.2 610.73 -17086.8
internal_weight=0 1475 1269 114 206 1155 1046 81 120 97 41 910 159 57 56 4.07233e+06 86 58 129 98 80 4.0722e+06 68422 33103 1089 134 112 80 32014 1568
internal_count=4073804 1475 1269 114 206 1155 1046 81 120 97 41 910 159 57 56 4072329 86 58 129 98 80 4072200 68422 33103 1089 134 112 80 32014 1568
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=6 6 4 1 7 4 0 0 0 6 1 4 0 5 0 5 2 0 4 0 0 5 6 6 5 1 4 5 0 4
split_gain=1.10422e+13 6.27654e+13 4.97963e+13 4.82797e+13 6.32846e+13 4.98697e+13 4.73018e+13 5.6862e+13 4.64338e+13 6.80969e+13 4.48341e+13 6.8962e+13 5.14955e+13 5.35934e+13 4.93388e+13 4.35133e+13 4.1959e+13 6.13919e+13 4.05964e+13 4.26615e+13 4.92253e+13 4.04962e+13 5.59716e+13 7.09882e+13 7.30069e+13 1.31199e+14 6.51081e+13 5.857e+13 3.82455e+13 3.74329e+13
threshold=31.005000000000006 33.57500000000001 22.500000000000004 30.315889700000003 6.0000000000000009 10.500000000000002 56.818587550000011 59.982409200000006 55.007293000000011 31.995000000000001 37.374856000000008 10.500000000000002 59.990753350000013 1.5000000000000002 59.963561900000009 1.5000000000000002 75.000000000000014 55.749683450000006 11.500000000000002 59.990753350000013 60.002985000000002 1.5000000000000002 15.450000000000001 25.305000000000003 3.5000000000000004 50.136929700000003 7.5000000000000009 2.5000000000000004 59.950512650000007 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=2 3 21 5 10 -2 -4 28 -6 16 11 -5 13 14 -13 -11 17 -10 19 -7 -21 29 -23 24 27 26 -26 -24 -8 -1
right_child=1 -3 6 4 8 18 7 -9 9 15 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2903.016080533479 329.69663255481737 -48.978356971024752 -2560.4523290657712 -7968.4233147645518 -6782.674231926032 5224.3290677083342 -24290.094931081811 -2819.1155552272435 -15961.077396442221 2680.8023885161242 2951.2454939296763 13446.742374236637 -6804.2269188306909 -77517.022127145246 63731.277291682098 37116.509543196611 -7332.0478818582988 -102567.9646012931 13521.313573200321 144824.13239617599 -16938.432328125 3036.9333581988503 -30808.697405286861 -5854.6166634726414 60472.947177419359 212673.28042279414 -156427.64050000001 -125658.8247939166 -131142.90712316177 461.57791165863813
leaf_weight=39054 3964 3604074 9797 9297 14072 75 2265 2002 278 17088 131620 2594 1688 61 211 375 4207 116 5178 76 25 3781 1528 4506 31 34 25 68 34 215680
leaf_count=39054 3964 3604074 9797 9297 14072 75 2265 2002 278 17088 131620 2594 1688 61 211 375 4207 116 5178 76 25 3781 1528 4506 31 34 25 68 34 215680
internal_value=0 44.6244 -607.413 1811.56 1451.35 8831.86 -6398.39 -15140.6 -2294.07 568.675 2381.74 -3029.99 7051.84 15212.7 17229.3 3420.27 -10254.5 -41459.6 15126.7 62357.9 104784 -298.992 -6550.07 -12404.2 -29908.4 57720.7 -36357.7 -34849.9 -25870.3 -54.2576
internal_weight=0 3.795e+06 278805 190925 181607 9318 14098 4301 36136 22064 145471 13851 4554 2866 2805 17463 4601 394 5354 176 101 264707 9973 6192 1686 90 56 1596 2299 254734
internal_count=4073804 3794999 278805 190925 181607 9318 14098 4301 36136 22064 145471 13851 4554 2866 2805 17463 4601 394 5354 176 101 264707 9973 6192 1686 90 56 1596 2299 254734
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=1 7 4 0 1 0 0 4 4 4 0 0 0 0 0 1 0 1 4 4 0 0 3 4 1 6 0 4 4 4
split_gain=1.14115e+13 8.27691e+13 3.05209e+14 1.41862e+14 1.31415e+14 4.31662e+14 1.58686e+14 3.17495e+14 4.66121e+14 2.87162e+14 2.42421e+14 2.02757e+14 5.10756e+14 5.92216e+14 2.61839e+14 2.4184e+14 2.01121e+14 7.50445e+14 3.76114e+14 3.39996e+14 3.41754e+14 2.74653e+14 1.88976e+14 1.87233e+14 2.63436e+14 3.28027e+14 2.99335e+14 4.12131e+14 3.72513e+14 2.5814e+14
threshold=30.277905650000005 6.0000000000000009 6.5000000000000009 59.764576050000009 30.260128500000004 59.898927250000007 54.724612400000005 8.5000000000000018 10.500000000000002 7.5000000000000009 59.838047850000002 59.856552950000008 59.699368850000006 59.764576050000009 57.205086850000008 30.242318500000007 59.990753350000013 30.157841000000001 12.500000000000002 11.500000000000002 59.982409200000006 59.856552950000008 7.5000000000000009 19.500000000000004 30.205407000000005 67.91500000000002 60.064438250000002 13.500000000000002 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 -1 3 -3 6 -6 9 10 11 -4 -8 12 14 22 -9 -13 17 21 -18 20 -19 -10 -14 24 26 -26 -20 -28 -29 -25
right_child=-2 2 4 -5 5 -7 7 8 16 -11 -12 15 13 -15 -16 -17 18 19 23 -21 -22 -23 -24 29 25 -27 27 28 -30 -31
leaf_value=1092.4915129814328 32.605304245211997 7870.596379304091 63001.226558032067 46525.764748404035 -181674.47273977989 -14865.411872531276 5428.8114005791758 38759.895967080454 -11383.741088835266 -17792.952497006285 -61798.412678706976 -54431.000795188971 247357.91518750001 79153.979921071135 -20185.195446945039 37933.00384694602 42238.196287692452 -46677.504717622825 -16636.509166044347 -39543.152168291606 -233480.95936477423 23046.169751823705 644540.6457880435 21462.425369148285 -12735.574888659507 -85665.93121188732 -271256.84580965911 237107.60214899556 -168553.0625 -11589.478225667435
leaf_weight=88377 3924849 2416 459 1564 159 6379 852 2049 5736 10579 1448 585 25 1148 1192 550 2213 201 272 3539 191 3887 23 5308 4609 712 22 175 26 4259
leaf_count=88377 3924849 2416 459 1564 159 6379 852 2049 5736 10579 1448 585 25 1148 1192 550 2213 201 272 3539 191 3887 23 5308 4609 712 22 175 26 4259
internal_value=0 -859.125 -3706.33 23060.7 -5588.6 -18922.1 -3847.2 -852.773 1404.66 -14433.2 -36895.1 28043.2 37691.1 93542.8 17080.6 -9673.11 -3360.34 -12515.6 3691.88 -49331 -137697 2523.47 437675 -1853.39 -16003 -22494.3 53775.1 139658 184634 6748.51
internal_weight=0 148955 60578 3980 56598 6538 50060 39022 36722 11038 2300 5572 4437 1196 3241 1135 31150 13554 17596 3931 392 9623 48 15383 5816 5321 495 223 201 9567
internal_count=4073804 148955 60578 3980 56598 6538 50060 39022 36722 11038 2300 5572 4437 1196 3241 1135 31150 13554 17596 3931 392 9623 48 15383 5816 5321 495 223 201 9567
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=0 6 1 1 1 4 6 4 0 0 1 0 4 0 1 0 6 5 1 5 4 7 6 1 0 0 1 0 1 6
split_gain=1.10227e+13 6.24632e+13 1.21699e+14 1.97645e+14 2.44255e+14 3.74004e+14 1.31758e+14 1.25388e+14 2.21777e+14 1.49377e+14 1.9471e+14 1.74475e+14 1.25387e+14 2.89166e+14 1.8109e+14 1.75738e+14 1.70957e+14 1.79751e+14 1.51496e+14 1.21706e+14 1.15877e+14 1.22884e+14 2.6578e+14 2.45532e+14 4.51447e+14 2.41401e+14 1.8952e+14 1.22685e+14 1.97465e+14 1.16336e+14
threshold=45.073441650000007 46.010000000000012 39.033214400000013 38.948208550000011 38.109452700000006 14.500000000000002 120.05000000000001 19.500000000000004 45.063245050000006 45.022979600000006 38.958307950000012 45.029425500000009 24.500000000000004 45.053967500000006 38.91194105000001 45.059854000000009 134.05000000000004 2.5000000000000004 38.927872750000006 3.5000000000000004 5.5000000000000009 6.0000000000000009 85.020000000000024 43.56803845000001 44.739668300000005 45.047736150000013 39.749243900000003 45.001720900000002 41.966773150000002 65.410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 11 -11 13 14 16 -15 17 -7 -17 -12 -4 22 27 24 26 -24 -23 28 29 -22
right_child=-2 2 20 7 5 12 -8 8 -10 10 19 -13 -14 15 -16 18 -18 -19 -20 -21 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-898.25950407359005 -59.194263493822149 3731.4688492597033 3391.9556438621739 9089.0433737192416 -19781.020610037573 30011.960287937349 -110594.19189091434 -30273.541323100661 -36040.511479083434 170006.63052434992 2952.7544164451888 -11716.049940952034 49997.186095193349 -70344.183904241756 3034.6556889424542 -43057.987259258283 -142220.27565104168 108524.31752456549 27902.888562627035 62702.987708929359 -24490.246664439212 74427.395445247865 12457.205383947938 -7202.0216220876937 1091.1362994048213 -51797.98412969707 26116.942711122098 -2439.0442064888721 -2866.6236465424668 -7186.5231583427703
leaf_weight=196776 3606732 41870 47116 59101 11576 1183 162 1173 1661 137 8586 86 636 682 3398 589 48 387 615 355 11917 1269 10846 11150 8705 618 2255 24673 13737 5765
leaf_count=196776 3606732 41870 47116 59101 11576 1183 162 1173 1661 137 8586 86 636 682 3398 589 48 387 615 355 11917 1269 10846 11150 8705 618 2255 24673 13737 5765
internal_value=0 457.098 1443.8 3611.77 -556.928 -9871.89 -21034.4 7196.9 -2123.6 3326.34 7627.15 99925.2 7510.06 3594.99 16146 -29785.6 43681.4 49365 -6811.36 5325.12 -632.991 -2718.43 -4880.96 3530.43 13315.9 8993.34 43513.6 -7716.57 -11861 -18848.6
internal_weight=0 467072 270296 132245 61146 19276 11738 71099 11998 10337 9164 223 7538 6902 5016 1886 1618 1570 1204 8941 138051 90935 67556 23379 12229 11464 3524 56092 31419 17682
internal_count=4073804 467072 270296 132245 61146 19276 11738 71099 11998 10337 9164 223 7538 6902 5016 1886 1618 1570 1204 8941 138051 90935 67556 23379 12229 11464 3524 56092 31419 17682
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=6 0 2 0 7 3 0 0 0 4 4 1 4 3 4 1 1 3 4 3 4 3 1 1 3 6 4 6 3 4
split_gain=1.17465e+13 2.49142e+13 5.48924e+13 4.53604e+13 4.36831e+13 3.85876e+13 3.08832e+13 2.21536e+14 2.13047e+14 1.33166e+14 1.38932e+14 1.96596e+14 2.03692e+14 1.41939e+14 1.46478e+14 1.21828e+14 1.19126e+14 1.13471e+14 1.00587e+14 9.71874e+13 2.01095e+14 9.77171e+13 9.43262e+13 8.9558e+13 8.70576e+13 9.7266e+13 1.22784e+14 1.15003e+14 8.15025e+13 7.87837e+13
threshold=100.05000000000001 43.051287600000009 13505.500000000002 42.965693300000005 6.0000000000000009 9.5000000000000018 53.888505650000006 53.356310450000002 54.73499850000001 21.500000000000004 4.5000000000000009 20.507515800000004 11.500000000000002 2.5000000000000004 5.5000000000000009 28.601854300000003 83.971434050000013 7.5000000000000009 6.5000000000000009 3.5000000000000004 9.5000000000000018 9.5000000000000018 36.049731800000011 56.805602900000004 5.5000000000000009 104.01000000000001 4.5000000000000009 125.02000000000002 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 3 6 -2 -5 -6 7 -3 9 10 -8 13 16 -12 -15 17 28 24 -16 20 -20 -21 -14 -9 25 26 -10 -27 -13 -22
right_child=1 2 -4 4 5 -7 8 23 15 -11 11 12 22 14 18 -17 -18 -19 19 21 29 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=29.266511465505438 -4993.4978722749111 -2167.4327715381364 -47224.993069340184 33006.209470097543 10545.446198197908 -48913.734187825525 -8323.2624875395359 -86477.112422100705 166357.07217987804 -74850.828879922905 -74913.627717752664 -35072.958018867925 -116273.73744517544 -98766.256596042804 123751.26795396717 -885.937285652573 -98549.464134385868 -167837.33821498326 -29581.825177556821 -13252.309140420301 413292.1047619048 89558.085654810857 20392.697409794724 -26999.422696633424 65836.802417309256 -156200.28108108111 -108274.82732928242 -28810.489062500001 91819.296477642711 139372.31391369048
leaf_weight=3956282 1613 32537 259 947 816 126 867 384 41 134 188 53 57 92 109 75781 36 70 44 489 21 114 443 743 77 111 27 196 1126 21
leaf_count=3956282 1613 32537 259 947 816 126 867 384 41 134 188 53 57 92 109 75781 36 70 44 489 21 114 443 743 77 111 27 196 1126 21
internal_value=0 -985.233 -1240.4 7322.76 17839.5 2592.31 -1135.71 -3677.21 -67.544 23061.2 26646 37501.1 58535.4 4037.32 20714.6 -1217.57 80643.5 -49362.2 34489.3 20368.1 119818 6184.48 4812.72 -47265.1 -31014.2 -50901 57312.1 -74870 86115.1 276332
internal_weight=0 117522 114020 3502 1889 942 113761 33664 80097 3794 3660 2793 1715 1078 890 76303 1215 522 798 689 86 603 500 1127 452 375 68 307 1179 42
internal_count=4073804 117522 114020 3502 1889 942 113761 33664 80097 3794 3660 2793 1715 1078 890 76303 1215 522 798 689 86 603 500 1127 452 375 68 307 1179 42
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=0 0 4 2 1 1 1 1 1 4 6 0 1 7 1 2 1 6 1 0 4 1 6 0 4 0 7 4 0 1
split_gain=1.12078e+13 1.1418e+14 1.30999e+14 1.36085e+14 1.2421e+14 1.11794e+14 4.71832e+14 3.07681e+14 2.21028e+14 3.06716e+14 2.55019e+14 1.92603e+14 1.68241e+14 3.41187e+14 1.64806e+14 4.19216e+14 3.07503e+14 2.65612e+14 1.97737e+14 2.33258e+14 1.61877e+14 5.59818e+14 1.88712e+14 1.61016e+14 1.49763e+14 1.37082e+14 1.34365e+14 1.39738e+14 1.29334e+14 1.26315e+14
threshold=56.128722100000005 56.067362750000008 9.5000000000000018 3658.0000000000005 47.386825600000002 39.777866350000004 38.893394150000006 39.723160900000003 39.908802000000009 11.500000000000002 47.005000000000003 57.60122925000001 39.843340650000009 6.0000000000000009 43.56803845000001 4137.5000000000009 40.024897700000004 74.615000000000009 47.256487700000001 56.385857200000011 8.5000000000000018 39.873894000000007 81.705000000000013 56.148747500000006 25.500000000000004 57.670849000000011 6.0000000000000009 11.500000000000002 57.719618750000002 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 9 10 -7 -12 -13 25 15 16 17 -10 19 24 22 -22 -15 -17 26 -14 -16 -28 -25 -18
right_child=5 2 3 -5 -6 8 7 -9 14 -11 11 12 13 20 18 23 29 -19 -20 -21 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-22.491714537441055 -380.91071186985494 5033.1615105182964 -18900.984037353232 -1372.4645628273536 -8648.149452244199 4380.2973328683111 -39139.234341540214 -6410.1776951485544 -1155.6383248468435 -6987.0789859084098 2134.131125498177 13106.079478407772 60481.216250710626 13932.505988815181 8779.7797105026075 56682.307295654726 -61350.249982028239 -31485.487621765846 333.36836393398482 -26794.809904661859 198648.46758652554 -20272.326415043732 -57326.947230252648 -7713.168334939347 -53291.336527811938 -3955.1236825927053 11219.603987599676 -13020.303657999259 15393.307131102749 -24445.761312132548
leaf_weight=2958794 449487 15885 10675 7570 11397 15424 5112 6556 17759 9822 3454 4139 4109 1658 64060 710 1099 3448 452005 2131 186 314 479 3675 413 359 3873 6162 7107 5942
leaf_count=2958794 449487 15885 10675 7570 11397 15424 5112 6556 17759 9822 3454 4139 4109 1658 64060 710 1099 3448 452005 2131 186 314 479 3675 413 359 3873 6162 7107 5942
internal_value=0 -98.9632 -5068.83 -11628.3 -682.178 278.001 -896.27 -20749.5 1168.18 8358.53 13362.3 22788 29132.6 38468.8 662.868 -5547.73 -12098.8 -6086.9 1129.74 5826.62 9944.48 61166.2 -2040.02 10555.1 6759.62 55303.8 7094.34 -3664.93 7517.56 -30206
internal_weight=0 3.00432e+06 45527 18245 27282 1.06948e+06 461155 11668 608328 39944 30122 14698 11244 7105 568384 39740 28248 21207 528644 76639 2637 500 2137 11492 74508 4468 74095 10035 10782 7041
internal_count=4073804 3004321 45527 18245 27282 1069483 461155 11668 608328 39944 30122 14698 11244 7105 568384 39740 28248 21207 528644 76639 2637 500 2137 11492 74508 4468 74095 10035 10782 7041
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 3 1 6 5 1 0 4 0 0 7 1 1 3 4 3 1 1 0 1 3 4 1 0 1 1
split_gain=1.23209e+13 8.90236e+13 2.36494e+14 2.15451e+14 2.44179e+14 1.26391e+14 1.1957e+14 1.17954e+14 2.20307e+14 2.09993e+14 3.29141e+14 2.23312e+14 2.70102e+14 3.29888e+14 2.68459e+14 3.04465e+14 3.04094e+14 2.81875e+14 2.09052e+14 2.38571e+14 2.12032e+14 3.20245e+14 1.88336e+14 1.83227e+14 2.0643e+14 1.66421e+14 2.34319e+14 1.96706e+14 1.92863e+14 2.16768e+14
threshold=9.5000000000000018 1.5000000000000002 39.005000000000003 63.855000000000011 56.105603650000006 8.5000000000000018 82.648284550000014 61.025000000000006 2.5000000000000004 39.044653900000007 43.687280500000007 7.5000000000000009 59.905532300000012 59.963561900000009 6.0000000000000009 30.389265100000003 30.242318500000007 1.5000000000000002 8.5000000000000018 3.5000000000000004 30.260128500000004 30.277905650000005 59.950512650000007 30.315889700000003 6.5000000000000009 5.5000000000000009 38.247071200000008 43.6005307 30.438492500000006 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 25 9 11 -11 -9 -13 14 15 16 -14 -16 19 -19 -20 -22 23 -21 -25 26 -3 -28 -27 -30
right_child=-2 5 3 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 17 -17 -18 18 20 22 21 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-872.65785737595786 161.98639722328014 3884.6223338728787 2560.7374267435835 -18718.751324235942 12343.332346528256 -6091.2350841074176 3301.6318463929306 -6062.5220559644094 -305.44045516788259 -10386.785590022761 13554.229363895502 2350.8742306305903 -26384.170352450288 -11612.423865812307 218836.31661458334 -28686.063158387024 154506.97216715358 -65322.515785108029 -71848.415823800227 137898.08103572513 310038.41171409976 65388.802477717865 -50445.187548567017 -53875.681457138067 156312.77689393942 -13757.473561629173 10426.19789519511 -1650.2870114774305 5727.3790722537551 -3911.0385569955565
leaf_weight=429501 2181312 108502 93108 3866 35147 41706 81669 23886 329419 6736 38932 13062 110 1122 75 154 599 405 84 206 63 355 187 160 66 16973 13910 444210 26776 181503
leaf_count=429501 2181312 108502 93108 3866 35147 41706 81669 23886 329419 6736 38932 13062 110 1122 75 154 599 405 84 206 63 355 187 160 66 16973 13910 444210 26776 181503
internal_value=0 -186.708 769.05 4540.46 5241.56 -678.887 -205.737 -491.948 872.299 5373.01 10022.9 134.107 9024.83 33334.7 53801.7 98759.9 126442 29567.5 20265.3 -5649.74 73127.8 102262 33393 69684.1 7506.79 -1207.98 -293.946 -1283.61 -3507.25 -2671.94
internal_weight=0 1.89249e+06 643291 132121 128255 1.2492e+06 511170 1.2075e+06 415621 86202 45668 40534 16648 3586 2464 863 709 1601 1526 1024 502 418 619 432 226 791874 566622 458120 225252 208279
internal_count=4073804 1892492 643291 132121 128255 1249201 511170 1207495 415621 86202 45668 40534 16648 3586 2464 863 709 1601 1526 1024 502 418 619 432 226 791874 566622 458120 225252 208279
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=6 4 0 0 0 0 0 4 6 6 4 1 1 6 1 1 6 3 1 0 5 0 0 0 1 1 6 3 1 1
split_gain=1.29544e+13 6.52133e+13 1.1793e+14 1.4932e+14 2.26317e+14 2.37674e+14 2.01574e+14 2.51975e+14 1.62719e+14 1.57882e+14 1.49402e+14 1.47881e+14 1.89377e+14 1.48342e+14 1.3272e+14 2.88052e+14 1.76853e+14 1.25241e+14 1.16485e+14 1.16116e+14 2.32993e+14 1.43414e+14 2.09711e+14 3.68785e+14 3.44132e+14 1.63244e+14 1.80712e+14 1.19348e+14 1.18859e+14 2.55181e+14
threshold=64.015000000000015 15.500000000000002 43.687280500000007 54.980317700000008 54.916864950000011 54.73499850000001 54.998919050000005 23.500000000000004 78.010000000000005 88.00500000000001 25.500000000000004 82.981285100000022 82.956351500000011 120.05000000000001 39.939672500000007 39.908802000000009 156.15000000000003 1.5000000000000002 83.086354900000018 55.013931500000005 1.5000000000000002 55.043091000000011 55.029726000000004 55.026775150000006 82.93515810000001 82.895858600000011 97.020000000000024 24.500000000000004 82.906746050000024 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 -6 -11 12 13 -5 15 17 -16 -3 -10 20 -8 22 23 28 25 26 -24 -25 -21 -30
right_child=1 2 3 6 9 8 19 -9 18 10 -12 -13 -14 -15 16 -17 -18 -19 -20 21 -22 -23 24 27 -26 -27 -28 -29 29 -31
leaf_value=97.519970038779903 278.8147836256062 226459.00421316965 -4157.9406707353928 27596.562676414145 -15245.780967843115 4732.9146220111006 186085.77670632105 -14206.143843332289 54146.665866414492 -83180.896434768074 -8705.3490832803418 -12842.346994861706 102245.16712635662 199647.56751802887 -32983.354807584481 123862.63631080335 194934.01701388892 13418.833978534072 204560.56053977273 -36353.509413083222 -21293.661350581013 -793.81683151452989 38541.809949551571 -48617.815389792981 7436.7291864777762 84662.025864331474 -166885.33157429248 126535.68742187502 325279.34129464289 21759.725389996456
leaf_weight=3135942 614503 28 93481 1381 6654 1021 55 1197 806 721 430 409 564 52 627 287 36 1906 55 359 3619 201514 223 1418 2652 1160 53 40 28 2583
leaf_count=3135942 614503 28 93481 1381 6654 1021 55 1197 806 721 430 409 564 52 627 287 36 1906 55 359 3619 201514 223 1418 2652 1160 53 40 28 2583
internal_value=0 -326.079 -1475.6 -1656.77 -4789.52 -3449.59 -169.47 23286.6 31735 -21161.1 -55357.7 41939.4 53159.1 33839.9 18655.6 30376.3 -20607.8 16503.2 63755 -564.933 -18189.2 -256.637 12454.6 -2623.39 28786.7 68215.8 -906.156 -43812.5 17596.7 25014.6
internal_weight=0 937862 323359 320475 103168 95363 217307 3603 1882 7805 1151 2406 1997 1433 2884 2221 663 1934 861 213704 3674 210030 8516 4428 4088 1436 276 1458 2970 2611
internal_count=4073804 937862 323359 320475 103168 95363 217307 3603 1882 7805 1151 2406 1997 1433 2884 2221 663 1934 861 213704 3674 210030 8516 4428 4088 1436 276 1458 2970 2611
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=0 1 7 2 2 2 1 1 4 6 6 2 6 0 0 1 4 1 6 1 2 0 4 1 1 6 1 6 6 2
split_gain=1.19019e+13 1.9666e+14 1.42733e+14 1.90643e+14 1.86602e+14 2.39139e+14 1.79204e+14 2.25237e+14 2.4557e+14 2.67561e+14 1.74531e+14 2.00148e+14 1.73533e+14 1.69161e+14 2.09618e+14 3.05404e+14 2.4331e+14 3.10643e+14 4.53418e+14 2.9859e+14 4.42374e+14 2.81305e+14 2.06546e+14 1.8878e+14 1.73238e+14 1.65795e+14 1.573e+14 1.48047e+14 1.43754e+14 1.41974e+14
threshold=54.94110555000001 20.507515800000004 6.0000000000000009 2200.0000000000005 9651.0000000000018 9613.5000000000018 39.231261550000006 39.178027400000005 17.500000000000004 97.020000000000024 37.995000000000012 2200.0000000000005 98.020000000000024 54.707511300000007 54.73499850000001 50.815483650000004 4.5000000000000009 82.895858600000011 52.990000000000002 56.128886000000001 8574.5000000000018 54.810424650000009 21.500000000000004 83.117716000000016 52.419561900000012 58.995000000000012 54.62357655000001 59.025000000000013 95.045000000000016 2691.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 6 5 10 7 8 9 -1 -4 -12 -6 -5 22 -16 17 -17 -19 21 -21 -18 25 -22 -23 -15 -26 -8 -10 -13
right_child=1 -3 4 13 12 -7 27 -9 28 -11 11 29 -14 14 15 16 19 18 -20 20 23 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1729.7891392218371 37555.405017909492 -135.91905053612908 -3626.0602909305308 -348.71685282978683 19368.920551006984 -23124.39404698215 -10426.767136514769 14752.403913477847 -38198.082760614692 -77059.796548512575 12752.267448948214 -14269.082666373273 -23369.683755565755 6938.1156586371308 -22702.733699935223 -1520.2635155462801 22942.536621486608 10530.412480462479 73490.147112049846 -41940.583728715632 -2062.2371982713207 12071.055257306649 -26391.103545341939 28847.09943085739 -73128.137442649517 28858.721742364934 -11118.86042598755 -35685.345560012065 93798.980441176478 2979.6429102415632
leaf_weight=21655 1385 2771268 40101 944539 9890 3759 8457 5909 2813 482 21386 4932 1051 6606 4668 3868 10285 2749 1959 2744 36211 3286 1113 2090 487 7223 2557 3198 85 147048
leaf_count=21655 1385 2771268 40101 944539 9890 3759 8457 5909 2813 482 21386 4932 1051 6606 4668 3868 10285 2749 1959 2744 36211 3286 1113 2090 487 7223 2557 3198 85 147048
internal_value=0 -117.091 249.513 -233.466 2520.78 1878.97 -6789.09 -2808.55 -6953.45 -3369.99 2319.27 3694.47 15263.4 37.562 4287.68 2019.26 3761.55 19477 36728 1424.12 -3154.35 12734.6 15052 -375.584 -3851.32 18387.4 -21039.5 -17357.4 -34326.5 2419.89
internal_weight=0 2.77265e+06 1.30115e+06 1.07298e+06 228167 217226 42599 30944 25035 22137 213467 173366 10941 1.03038e+06 85846 70904 66236 8576 4708 57660 41045 16615 14942 38301 6330 13829 3044 11655 2898 151980
internal_count=4073804 2772653 1301151 1072984 228167 217226 42599 30944 25035 22137 213467 173366 10941 1030385 85846 70904 66236 8576 4708 57660 41045 16615 14942 38301 6330 13829 3044 11655 2898 151980
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=6 1 3 2 6 0 1 7 0 0 0 0 4 0 4 4 0 0 5 2 4 6 0 6 0 0 1 4 0 6
split_gain=1.20816e+13 6.3096e+13 1.58043e+14 1.87032e+14 1.80795e+14 2.06349e+14 1.20624e+14 2.63424e+14 2.93498e+14 4.06215e+14 2.87727e+14 2.39183e+14 2.35895e+14 1.73387e+14 1.33309e+14 1.87868e+14 1.17698e+14 2.27524e+14 1.12691e+14 1.34848e+14 1.12037e+14 1.18346e+14 1.09612e+14 1.04014e+14 1.17875e+14 2.73155e+14 1.10148e+14 1.09392e+14 2.05788e+14 1.40309e+14
threshold=64.015000000000015 37.290808600000013 1.5000000000000002 2200.0000000000005 125.02000000000002 56.685611200000004 37.318079750000003 6.0000000000000009 55.676890650000011 55.812023600000011 55.660117850000006 55.554045200000012 6.5000000000000009 44.895258050000002 11.500000000000002 15.500000000000002 55.897267000000006 55.858844800000007 2.5000000000000004 75.000000000000014 5.5000000000000009 77.010000000000005 56.262014700000009 67.445000000000007 59.91832440000001 59.882709350000006 30.452677500000004 9.5000000000000018 59.933037250000005 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 -2 4 5 18 7 8 10 -10 14 13 16 -9 -3 -16 17 -11 19 -4 -20 -22 -21 24 25 -5 27 28 -26 -29
right_child=1 6 3 23 -6 -7 -8 11 9 12 -12 -13 -14 -15 15 -17 -18 -19 20 22 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=94.177723152999633 -12937.552156193175 -354.14859213195876 -70795.70888222869 -6431.7634781340821 -74046.620841610275 65450.24147245763 -42.083595408286762 932.99766435248375 131775.37356404978 7467.4312500000005 -87050.797698836948 -60578.560356796697 -27655.299535416667 170391.69377858232 149760.12090186405 27858.407483589726 -37387.639276413691 414779.13789062505 -28678.382695481818 -15056.83454290185 16673.739858971992 -9410.1110179461357 -111570.30321785349 1226.9693733331571 70708.254818802525 -49605.689294596174 -25003.621104217313 67916.612315592458 -29924.851396484377 9330.9337624021773
leaf_weight=3135942 12543 851 575 7846 454 354 783460 229 575 24 266 667 375 82 171 485 21 32 1788 3319 2571 5378 122 106067 238 1802 1263 450 1390 4464
leaf_count=3135942 12543 851 575 7846 454 354 783460 229 575 24 266 667 375 82 171 485 21 32 1788 3319 2571 5378 122 106067 238 1802 1263 450 1390 4464
internal_value=0 -314.903 -2190.06 -1213.78 -11933 -9934.05 43.8744 17869.3 33475.2 76014.7 8834.41 -26809.9 5080.25 45613.4 25759.1 59634.6 164507 240217 -11874.4 -25969.3 -6061.04 -973.631 -18478.7 49.847 -7103.87 -14495.6 2033.21 7252.95 -15213.1 14695.9
internal_weight=0 937862 150624 138081 14561 14107 787238 3778 2800 1027 1773 978 452 311 1507 656 77 56 13753 4016 9737 7949 3441 123520 17453 9648 7805 6542 1628 4914
internal_count=4073804 937862 150624 138081 14561 14107 787238 3778 2800 1027 1773 978 452 311 1507 656 77 56 13753 4016 9737 7949 3441 123520 17453 9648 7805 6542 1628 4914
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 1 1 0 1 0 1 6 1 6 6 1 1 6 2 6 6 0 0 0 0 1 1 0 1 6
split_gain=1.1867e+13 3.24786e+13 3.03186e+13 2.85434e+13 3.4358e+13 1.05426e+14 1.19536e+14 7.66667e+13 4.12567e+13 4.08288e+13 4.35331e+13 4.06124e+13 4.11771e+13 3.83662e+13 4.9843e+13 3.47422e+13 6.3569e+13 3.3621e+13 3.85454e+13 8.02303e+13 8.32754e+13 8.09309e+13 3.84799e+13 3.84633e+13 1.34339e+14 3.29654e+13 1.07679e+14 4.00898e+13 3.37043e+13 3.25343e+13
threshold=2.5000000000000004 60.034792100000011 60.01610465000001 38.657016300000002 59.699368850000006 30.370944000000005 30.303340300000002 59.764576050000009 30.242318500000007 57.892117950000006 33.882313700000005 65.410000000000011 30.277905650000005 84.810000000000016 71.715000000000018 30.389265100000003 30.410676000000006 47.805000000000007 7884.5000000000009 55.015000000000008 64.805000000000021 54.707511300000007 54.810424650000009 54.73499850000001 54.724612400000005 43.862029600000007 47.17130860000001 55.79439725000001 107.59716050000002 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 29 17 -11 -10 -13 14 -8 -7 -17 -1 -19 -20 21 -21 -23 24 -22 -5 -27 -28 -29 -6
right_child=-2 -3 -4 25 5 7 13 -9 11 10 -12 12 -14 -15 -16 16 -18 18 19 20 23 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=1545.1997872155569 -28.718706060811229 -6795.9879712293732 70736.609813678078 4391.0905971644779 2870.8076552415932 14018.020275297618 -91439.801644212377 28731.667612833055 22958.070706054688 -14822.091815880885 -79564.553602267391 51541.403846153844 239811.21949404763 -187089.66691028228 81786.951484375008 239187.36839843751 65928.375839843749 -9566.8303083124774 -112056.14658777574 3789.7764112903228 -40005.334326171876 281588.83875000005 107469.62183948865 -95766.47707031251 214910.73265086208 -13118.517836048499 -149.18266321300194 5288.8400281781287 41706.425421994238 -130101.74648437501
leaf_weight=8578 3961637 5083 63 35991 230 21 98 268 100 474 133 26 21 31 20 45 40 6187 34 31 72 30 22 30 29 5253 32020 16959 258 20
leaf_count=8578 3961637 5083 63 35991 230 21 98 268 100 474 133 26 21 31 20 45 40 6187 34 31 72 30 22 30 29 5253 32020 16959 258 20
internal_value=0 1014.32 1385.05 1344.23 -2475.47 16304.4 -11712.4 57206 16952.6 -3581.59 -29007.8 58992.6 135662 -88088.2 -62079.3 129198 157654 -2553.56 -8017.31 30639.5 53310.8 131680 207923 3656.74 33188.4 2042.47 491.196 1943.19 5834.56 -7767
internal_weight=0 112167 107084 107021 16540 920 546 374 397 15620 607 147 47 149 118 106 85 15013 6435 248 214 83 52 131 101 90481 54490 49237 17217 250
internal_count=4073804 112167 107084 107021 16540 920 546 374 397 15620 607 147 47 149 118 106 85 15013 6435 248 214 83 52 131 101 90481 54490 49237 17217 250
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=6 0 2 1 1 3 4 0 0 1 5 2 5 0 0 2 0 5 0 5 1 4 3 1 0 1 0 1 1 3
split_gain=1.18478e+13 1.70608e+13 1.87079e+13 1.98308e+13 5.0421e+13 4.86629e+13 5.32379e+13 6.33098e+13 5.05372e+13 5.69363e+13 5.02709e+13 3.71274e+13 3.57173e+13 4.35504e+13 2.61354e+13 2.55866e+13 8.22903e+13 4.70597e+13 4.1027e+13 3.88403e+13 3.70015e+13 3.08148e+13 3.01518e+13 3.60891e+13 6.75576e+13 6.16151e+13 2.89689e+13 2.76543e+13 2.69515e+13 2.61821e+13
threshold=247.90000000000001 63.565651350000003 13505.500000000002 39.044653900000007 39.723160900000003 2.5000000000000004 8.5000000000000018 45.07004340000001 45.055912800000009 37.543519500000009 2.5000000000000004 2810.0000000000005 4.5000000000000009 55.390026600000006 55.775215600000003 5444.0000000000009 55.014086100000007 2.5000000000000004 56.385857200000011 4.5000000000000009 43.56803845000001 6.5000000000000009 5.5000000000000009 83.025426800000005 53.175387700000009 82.963919600000011 43.550475500000012 83.086354900000018 72.839788400000018 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 5 -5 8 7 10 -2 11 -7 -10 13 -9 -15 29 20 18 -18 -19 -17 -21 23 25 -25 26 -22 -24 -28 -6
right_child=1 -3 -4 4 15 6 -8 12 9 -11 -12 -13 -14 14 -16 16 17 19 -20 21 22 -23 27 24 -26 -27 28 -29 -30 -31
leaf_value=-4.7762725511486845 -141579.39158528644 93847.190811434659 60324.197784323769 -58049.802592329543 10054.235225713552 36178.132285156251 10295.082829858307 -15128.993193586482 -99507.274476336053 46231.578604714916 233914.3671875 19742.995275297621 -40632.114634146346 199454.68474864133 74363.982594774599 -95188.780737304696 -145211.21848958332 -146421.21208298142 6024.3901089303872 -113273.00264423079 121809.51300526495 37912.707645089286 15917.4884375 44416.605464099703 -128419.75370296557 179627.36793478264 -106718.87350585939 182213.24125000002 11895.622553001102 80786.414454900572
leaf_weight=4070611 30 22 61 143 1079 20 399 43 69 114 36 42 41 23 61 32 21 74 123 26 23 28 20 42 49 23 20 20 454 55
leaf_count=4070611 30 22 61 143 1079 20 399 43 69 114 36 42 41 23 61 32 21 74 123 26 23 28 20 42 49 23 20 20 454 55
internal_value=0 6089.05 5480.2 4404.48 -603.813 17136.3 32198.1 71212.8 -19661.9 -3406.21 163294 -54385.6 40519 66717.4 108615 3328.58 -8731.27 -55246.9 -16030.8 -99364.9 9793.25 -34880.4 14953.7 9447.16 -48649.1 19614 12209 99065.4 6890.79 13484.8
internal_weight=0 3193 3171 3110 2232 878 623 224 255 225 56 111 168 127 84 2089 955 272 144 128 683 54 651 611 91 520 497 40 474 1134
internal_count=4073804 3193 3171 3110 2232 878 623 224 255 225 56 111 168 127 84 2089 955 272 144 128 683 54 651 611 91 520 497 40 474 1134
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=1 1 1 4 0 1 6 4 4 6 6 6 1 1 1 6 4 0 4 0 0 7 4 4 4 6 0 1 6 6
split_gain=1.17029e+13 1.58644e+14 2.02223e+14 1.65195e+14 1.61659e+14 2.81691e+14 2.62529e+14 2.1081e+14 1.91241e+14 1.74172e+14 1.78139e+14 3.83668e+14 1.41224e+14 2.00714e+14 2.91825e+14 1.80429e+14 1.70696e+14 1.67668e+14 1.47622e+14 1.44525e+14 2.59892e+14 1.79139e+14 1.86667e+14 1.91709e+14 1.73883e+14 1.44486e+14 1.90793e+14 2.24721e+14 2.11143e+14 1.65185e+14
threshold=82.918694400000007 82.860505900000007 65.64204770000002 4.5000000000000009 55.055052800000006 82.886781200000016 78.010000000000005 18.500000000000004 17.500000000000004 105.00500000000001 99.050000000000011 94.02500000000002 65.534455000000023 61.511492200000006 63.728898350000001 88.825000000000003 4.5000000000000009 57.113979900000011 23.500000000000004 57.174562350000009 57.14107305000001 6.0000000000000009 19.500000000000004 16.500000000000004 7.5000000000000009 80.720000000000013 57.113979900000011 65.559704250000024 120.05000000000001 149.05000000000004
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 12 -3 7 6 -6 -5 9 10 11 -7 13 -1 15 -15 17 -14 -16 20 25 22 23 -22 -23 -18 28 29 -27 -28
right_child=-2 3 -4 4 5 8 -8 -9 -10 -11 -12 -13 16 14 18 -17 19 -19 -20 -21 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=81.465579817918155 -340.97223030493524 -13034.22983712417 -5717.0936091709655 5679.6503442825242 55872.3507274683 6177.6162793071853 377865.93781249999 -8127.0770028256302 35417.023862264119 69122.821218750003 -59687.992374067166 176870.97441699952 98753.540757747222 -15678.963588353172 -1820.9909880498735 -81790.312777306899 4768.8755610796679 18356.658490463502 50762.416406070159 -5755.8773913828536 11225.214727495808 245091.49906180246 -57772.36987274338 57953.238851581853 39728.976509677042 -20920.259556367382 -13892.562125984281 34645.341572429868 -116910.62390166373 -183355.17867187501
leaf_weight=2997977 807154 5295 61441 57914 69 13276 40 13669 3069 450 402 133 359 15646 31835 424 30536 935 543 12300 10393 42 362 959 2249 3171 1392 1462 247 60
leaf_count=2997977 807154 5295 61441 57914 69 13276 40 13669 3069 450 402 133 359 15646 31835 424 30536 935 543 12300 10393 42 362 959 2249 3171 1392 1462 247 60
internal_value=0 84.2506 -35.9112 4125.87 5146.54 13780.2 174035 3043.21 12772.3 7899.07 5904.23 7870.67 76.2938 -21.7197 -6406.86 -17423.3 4707.98 40661.5 -939.133 3971.53 6323.4 17920.1 12918.5 15172.7 43493.8 1918.17 -11829.3 6970.4 -27857 -20895.1
internal_weight=0 3.26665e+06 3.17233e+06 94317 89022 17439 109 71583 17330 14261 13811 13409 3.11089e+06 3.04642e+06 48448 16070 64467 1294 32378 63173 50873 14005 11714 11352 2291 36868 6332 2914 3418 1452
internal_count=4073804 3266650 3172333 94317 89022 17439 109 71583 17330 14261 13811 13409 3110892 3046425 48448 16070 64467 1294 32378 63173 50873 14005 11714 11352 2291 36868 6332 2914 3418 1452
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 6 6 4 0 0 4 4 4 4 1 6 4 4 0 6 6 1 6 6 3 6 6 1 6 0
split_gain=1.20088e+13 4.49508e+13 3.90677e+13 2.36836e+14 3.52517e+14 1.27355e+14 1.19186e+14 9.66489e+13 8.71092e+13 9.57936e+13 4.75847e+13 4.43795e+13 4.09178e+13 3.67439e+13 4.11039e+13 3.67052e+13 3.5848e+13 3.47656e+13 2.20174e+14 4.98602e+13 3.2801e+13 3.66495e+13 4.61755e+13 8.35943e+13 3.64533e+13 3.23871e+13 3.2255e+13 3.21411e+13 5.01244e+13 4.57895e+13
threshold=83.658467900000019 4.5000000000000009 83.117716000000016 54.916864950000011 54.94613300000001 116.05000000000001 49.895000000000003 3.5000000000000004 53.20799465000001 54.431501800000014 8.5000000000000018 12.500000000000002 4.5000000000000009 24.500000000000004 92.791023150000015 67.91500000000002 2.5000000000000004 5.5000000000000009 54.188398350000007 61.425000000000004 59.505000000000003 113.48479755000001 142.05000000000004 247.90000000000001 2.5000000000000004 93.050000000000011 44.410000000000004 83.971434050000013 84.810000000000016 63.565651350000003
decision_type=2 2 2 2 2 2 2 2 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 -1 8 6 7 11 -6 12 17 -8 -5 -4 27 26 -12 -11 -10 19 -19 -2 22 -22 24 -24 -18 -15 -3 -29 -30
right_child=1 13 3 4 5 -7 10 -9 9 16 15 -13 -14 14 -16 -17 25 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-22.402560374625246 -1229.9704628048034 4077.6616479389859 -38383.105168681672 33257.754827271805 2374.4039259191918 192474.24083333334 30415.505517067373 -36093.346408810256 -20799.95416948403 -4840.7347646323869 65195.447171472122 -8230.1600096280799 -119595.38790137615 -1529.283253570296 -3624.8254321115878 113566.2352464408 -30925.148657155067 1463.4425959087203 168932.40333333335 -27567.879925495363 -11870.507179392018 6334.2533881317031 -77804.821818181823 35607.942057291672 -209522.14728860295 -118437.18117732558 -47609.009846535351 337.99853764332727 8664.478914753432 -73113.27544723732
leaf_weight=3838795 18109 36218 144 942 1469 30 239 1176 1111 578 446 355 109 234 2608 242 2561 3102 75 731 4748 1148 55 48 34 43 433 149052 8900 69
leaf_count=3838795 18109 36218 144 942 1469 30 239 1176 1111 578 446 355 109 234 2608 242 2561 3102 75 731 4748 1148 55 48 34 43 433 149052 8900 69
internal_value=0 715.75 -41.1849 -5440.83 12054.1 -12405.1 41473.3 -14728.8 -15579 -13796 68856 21902.2 -73371.8 1213.62 -9290.41 82209.6 -27369.6 -5190.54 -752.966 -4073.19 -3357.5 -9743.62 -13522 -70757.9 -128124 -32370.2 -31443.1 1390.73 774.887 8035.35
internal_weight=0 221656 3.85215e+06 13353 4899 2675 2224 2645 8454 8201 927 1297 253 197514 3275 688 3182 5019 3908 3833 24142 6033 4885 137 89 2604 667 194239 158021 8969
internal_count=4073804 221656 3852148 13353 4899 2675 2224 2645 8454 8201 927 1297 253 197514 3275 688 3182 5019 3908 3833 24142 6033 4885 137 89 2604 667 194239 158021 8969
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=4 3 2 0 0 6 1 6 3 0 1 0 5 6 0 6 2 2 2 0 5 0 0 6 6 1 0 0 0 1
split_gain=1.21533e+13 2.99482e+13 2.97214e+13 6.49152e+13 5.11809e+13 6.62059e+13 7.85217e+13 8.77147e+13 7.68616e+13 3.00975e+13 3.37458e+13 2.77368e+13 2.90375e+13 5.99371e+13 4.02599e+13 3.86843e+13 7.04673e+13 4.14444e+13 4.09635e+13 4.57941e+13 6.79778e+13 3.91631e+13 4.15535e+13 3.84228e+13 3.56543e+13 6.08012e+13 3.3409e+13 6.5684e+13 3.53464e+13 4.32002e+13
threshold=2.5000000000000004 7.5000000000000009 36.000000000000007 55.685785750000008 55.922096200000006 58.755000000000003 37.649344350000007 42.875000000000007 1.5000000000000002 55.60524465000001 37.343102500000008 60.034792100000011 3.5000000000000004 71.030000000000015 59.91832440000001 142.05000000000004 2343.5000000000005 8299.5000000000018 2828.5000000000005 44.249882500000005 4.5000000000000009 55.840017500000009 55.145978450000008 168.45000000000002 247.90000000000001 82.963919600000011 59.939085000000013 59.856552950000008 59.699368850000006 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 10 -1 12 13 -4 15 -14 -17 18 -18 20 -20 22 -21 -19 26 -26 27 28 -15 -30
right_child=-2 -3 11 4 -6 8 -8 -9 -10 -11 -12 -13 14 24 -16 16 17 23 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=31256.017468712067 -29.063094312287685 96276.371910511371 1819.9413196501691 -11052.751024199695 61762.673535156253 -316470.55130208336 79252.096732954553 -233962.78210685487 -60650.841847826086 59649.412688078708 -85299.74658203125 -6127.2457173601751 12705.44397678954 -8469.727838039189 119943.06576704547 98848.897520380444 -112580.03748046875 -8515.8543118990401 -213606.38920898439 17020.158839634485 10564.041431451615 -63228.377373798081 157687.83242187501 -163916.74446932165 9353.8811480444183 156685.78412224265 79708.744849200593 -116591.91001674108 -40788.077120535716 141632.97314740351
leaf_weight=54 3961637 33 94773 41 25 24 33 31 23 81 46 5082 3362 7727 33 46 40 26 24 168 31 52 24 41 159 34 43 56 21 34
leaf_count=54 3961637 33 94773 41 25 24 33 31 23 81 46 5082 3362 7727 33 46 40 26 24 168 31 52 24 41 159 34 43 56 21 34
internal_value=0 1026.48 998.451 -27768.8 -70829.9 -92637.8 -48482.8 -107028 -191282 14340.5 -22359.6 1090.59 1434.38 1115.32 9964.29 9012.72 -18454 -31744.5 -17540.6 -4826.25 -87255.8 13754.2 34603.6 -103612 -7155.52 35308.7 -8195.44 -8677.69 -7901.13 71981.3
internal_weight=0 112167 112134 358 177 152 105 72 47 181 100 111776 106694 102847 3847 3814 452 406 339 299 55 244 192 67 8074 193 7881 7838 7782 55
internal_count=4073804 112167 112134 358 177 152 105 72 47 181 100 111776 106694 102847 3847 3814 452 406 339 299 55 244 192 67 8074 193 7881 7838 7782 55
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=6 1 1 5 1 0 0 4 4 6 6 4 1 6 7 4 2 0 1 0 0 0 0 0 7 1 0 4 0 6
split_gain=1.13893e+13 5.79275e+13 1.95032e+14 1.41352e+14 2.09346e+14 1.61568e+14 5.36677e+14 1.40662e+14 2.0129e+14 1.82611e+14 2.78455e+14 2.16249e+14 1.35106e+14 1.34769e+14 1.26641e+14 1.15254e+14 1.10572e+14 1.20798e+14 1.7297e+14 1.83762e+14 2.93142e+14 1.97135e+14 1.4672e+14 2.14793e+14 1.82677e+14 1.50223e+14 1.39327e+14 1.25257e+14 1.14337e+14 1.10003e+14
threshold=88.825000000000003 37.425454150000007 37.503969450000007 2.5000000000000004 37.318079750000003 55.897267000000006 55.883833400000007 4.5000000000000009 14.500000000000002 134.05000000000004 247.90000000000001 9.5000000000000018 37.234509300000006 92.02500000000002 6.0000000000000009 12.500000000000002 75.000000000000014 54.73499850000001 37.234509300000006 55.850146250000009 55.79439725000001 55.81943720000001 55.685785750000008 55.801384500000005 6.0000000000000009 37.290808600000013 55.018166200000003 6.5000000000000009 55.834019500000004 105.00500000000001
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 -3 4 7 6 15 -2 9 -9 11 -11 13 14 -7 16 -5 -18 19 20 29 -22 25 24 -24 -20 -27 28 -25 -19
right_child=1 2 -4 5 -6 12 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 18 22 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=40.319165379646734 -62888.776830221039 -24279.781010295344 -1042.2748952862812 60645.070541836358 -78568.774198657004 30771.750393938 186845.87229464285 18417.770273976599 -37017.924045399406 -518146.49809782609 -194.26642960258152 -79607.246235795465 -58115.978124754016 -2599.4223862332524 -1460.6111621631906 -519.00432817763772 22038.244329377019 2277.8916315164292 -241435.5604614258 -160095.64628262364 366890.88288574223 39095.25486918605 223370.13618285127 -21550.737736742427 21314.815715779052 -61264.343567708333 243505.711484375 -43228.487029915566 231361.25072115386 -53249.781787544052
leaf_weight=3849942 410 3689 172660 564 452 2605 175 2724 1135 23 92 22 397 22762 2291 5622 6104 758 32 91 32 43 121 33 71 60 20 161 39 674
leaf_count=3849942 410 3689 172660 564 452 2605 175 2724 1135 23 92 22 397 22762 2291 5622 6104 758 32 91 32 43 121 33 71 60 20 161 39 674
internal_value=0 -693.402 -1528.37 2405.68 -13756.6 4246.4 12777.8 -7107.66 -1384.37 12752 -99902.2 -303750 -193.404 638.011 15689.2 10666.1 17809.4 14877.1 -5596.83 -22096.9 -13763.8 178955 43503.9 70337.1 148652 -58318.6 14928.2 5803.12 115443 -23857.3
internal_weight=0 223862 176349 47513 4858 42655 14600 4406 3996 2861 137 45 28055 27658 4896 14425 8803 8239 2135 1598 1507 75 537 425 192 112 80 233 72 1432
internal_count=4073804 223862 176349 47513 4858 42655 14600 4406 3996 2861 137 45 28055 27658 4896 14425 8803 8239 2135 1598 1507 75 537 425 192 112 80 233 72 1432
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=6 3 7 2 5 4 5 4 4 1 3 1 0 0 5 4 2 0 2 3 0 0 3 1 5 6 2 0 0 0
split_gain=1.21806e+13 4.03993e+13 4.18467e+13 3.57956e+13 8.70226e+13 1.86229e+14 8.04183e+13 3.29916e+13 1.20791e+14 2.42932e+14 9.41148e+13 1.21405e+14 7.78902e+13 1.44849e+14 9.35428e+13 7.35695e+13 9.55072e+13 9.28015e+13 7.38916e+13 6.25364e+13 6.14128e+13 1.38337e+14 7.02507e+13 1.21065e+14 1.55641e+14 8.70215e+13 1.92184e+14 6.41266e+13 1.07561e+14 8.28792e+13
threshold=168.45000000000002 22.500000000000004 6.0000000000000009 75.000000000000014 3.5000000000000004 6.5000000000000009 1.5000000000000002 9.5000000000000018 8.5000000000000018 30.425503950000003 1.5000000000000002 52.380799750000001 43.051287600000009 43.550475500000012 4.5000000000000009 7.5000000000000009 3338.0000000000005 53.244414800000008 2911.0000000000005 10.500000000000002 55.749683450000006 55.743464250000009 2.5000000000000004 36.865631950000008 2.5000000000000004 189.00000000000003 6680.0000000000009 56.006509350000009 55.972700350000004 56.128722100000005
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -2 8 15 -10 11 -9 19 14 -14 20 18 -18 -17 -12 21 22 25 -24 -25 26 -5 28 -22 -29
right_child=1 2 -4 7 5 -7 -8 10 9 -11 12 -13 13 -15 -16 16 17 -19 -20 -21 27 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-8.5849309521432193 -104260.91204268293 -69139.379464285725 28272.310385664681 22900.321524234696 16099.290086206896 -369733.25731534092 71638.918816021134 -160585.57165178572 -255458.75570561836 -21435.959455173434 122533.66003440367 122209.79621093751 -38369.627246093754 15266.008294527088 -282016.2346153846 83610.641847826089 -117281.72974465111 50100.25988988165 277487.80568749999 -55775.331722005212 41857.271393968345 -211820.95231628418 68422.240888865897 45521.143256759649 -40075.830233177774 25551.311968615304 -146353.73702512257 -71533.749928042758 249490.66640625001 17104.01957446272
leaf_weight=4063787 41 147 63 196 29 22 71 63 47 789 109 20 40 3302 26 92 44 134 25 24 229 32 151 256 1248 1160 102 114 28 1413
leaf_count=4063787 41 147 63 196 29 22 71 63 47 789 109 20 40 3302 26 92 44 134 25 24 229 32 151 256 1248 1160 102 114 28 1413
internal_value=0 3482.81 -39915.9 4412.12 -42058.8 -150338 7247.02 5197.56 699.543 -34592.7 12803 -92442.1 15298.1 12334.1 -134352 6347.39 54855.6 8724.94 125037 90357.6 3444.18 -4962.74 -2836.35 -16936.2 -25506.1 13168.7 -35032.3 18264.7 64478.8 10486.7
internal_weight=0 10017 210 9807 163 51 112 9644 6060 836 3584 83 3501 3368 66 5224 295 178 117 133 4929 3145 3113 1655 1504 1458 298 1784 257 1527
internal_count=4073804 10017 210 9807 163 51 112 9644 6060 836 3584 83 3501 3368 66 5224 295 178 117 133 4929 3145 3113 1655 1504 1458 298 1784 257 1527
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=1 1 3 0 4 7 0 1 7 4 0 4 0 1 0 4 4 4 1 6 4 0 0 3 0 0 0 0 4 1
split_gain=1.19874e+13 6.93913e+13 1.00407e+14 1.35455e+14 1.5447e+14 2.34645e+14 1.51031e+14 1.26993e+14 1.2735e+14 1.10806e+14 1.1602e+14 1.31083e+14 1.80327e+14 1.09922e+14 1.08677e+14 1.02927e+14 9.83269e+13 9.82689e+13 9.34071e+13 2.04447e+14 2.49119e+14 3.1684e+14 2.83691e+14 2.08013e+14 1.58945e+14 2.44242e+14 2.08308e+14 4.20253e+14 3.43543e+14 3.90239e+14
threshold=30.277905650000005 30.345769800000003 2.5000000000000004 59.91832440000001 5.5000000000000009 6.0000000000000009 59.950512650000007 30.330566300000005 6.0000000000000009 11.500000000000002 59.882709350000006 6.5000000000000009 59.856552950000008 30.303340300000002 59.905532300000012 10.500000000000002 10.500000000000002 11.500000000000002 30.389265100000003 48.810000000000009 23.500000000000004 59.825842200000004 59.838047850000002 21.500000000000004 60.028671700000011 59.91832440000001 59.950512650000007 59.939085000000013 8.5000000000000018 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -9 10 11 -2 -13 16 -12 -10 -6 -15 19 -3 24 -22 23 -23 25 -21 27 -27 -28 -30
right_child=1 18 -4 4 7 -7 -8 8 15 -11 14 12 -14 17 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-880.53543819370407 -23289.012357626689 2775.2713605320673 4336.8404820446349 51168.833445394317 -3169.4430323615147 -56324.760783140118 8227.4584160396935 -14386.624110622317 -145021.63732421875 4042.2948707610153 -76586.343123421801 -23340.870079058765 98285.982743275323 -9363.4666254314052 -26282.104038965575 -30757.019980335885 -57467.460988709987 19597.056208415001 24.405463832597771 -25330.641210786882 -54291.673457141907 82231.818177746827 12427.829365256963 335182.81503429881 -40010.4657852987 -2684.6676857310463 -76801.865460305402 67315.417846702068 35459.804176717233 -26472.052521054371
leaf_weight=148955 1645 21748 74217 1482 796 372 1831 633 170 1805 659 251 237 2172 1233 147 574 2544 3785897 8064 706 157 4722 41 2324 4010 791 1091 1543 2987
leaf_count=148955 1645 21748 74217 1482 796 372 1831 633 170 1805 659 251 237 2172 1233 147 574 2544 3785897 8064 706 157 4722 41 2324 4010 791 1091 1543 2987
internal_value=0 33.4179 2766.2 -4276.76 2394.41 18980.7 27436.4 -6292.41 -40296.5 -16544.6 -25776.8 -9786.78 35727.9 -984.512 -43803.5 -92034.6 -25919.1 6259 -31.278 -4406.42 -10314.6 8355.35 17344.9 134611 -15362 -12263.3 -2152.39 12286.9 -15994.7 -5376.94
internal_weight=0 3.92485e+06 90768 16551 10721 3685 3313 7036 950 5830 4025 2133 488 6086 1892 317 1370 4716 3.83408e+06 48184 26436 5626 4920 198 20810 18486 10422 5101 5321 4530
internal_count=4073804 3924849 90768 16551 10721 3685 3313 7036 950 5830 4025 2133 488 6086 1892 317 1370 4716 3834081 48184 26436 5626 4920 198 20810 18486 10422 5101 5321 4530
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 4 6 0 1 4 0 4 0 1 7 0 4 0 4 0 7 4 4 6 6 4 1 4 7 1
split_gain=1.10839e+13 6.29349e+13 6.09273e+13 1.00888e+14 8.10872e+13 6.75569e+13 6.37611e+13 6.28299e+13 4.21225e+14 3.96435e+14 1.95961e+14 2.68809e+14 2.57172e+14 1.87192e+14 5.18643e+14 2.10075e+14 2.05083e+14 1.70155e+14 1.40844e+14 2.31309e+14 1.66756e+14 2.77204e+14 1.40973e+14 1.26494e+14 1.11426e+14 1.07311e+14 2.13569e+14 1.91137e+14 3.31348e+14 7.61413e+14
threshold=451.00000000000006 39.723160900000003 54.431501800000014 38.657016300000002 54.86311005000001 14.500000000000002 74.015000000000015 55.897267000000006 38.166910000000009 6.5000000000000009 56.309668500000008 14.500000000000002 56.385857200000011 37.858952300000006 6.0000000000000009 55.910578700000009 4.5000000000000009 56.520242650000007 23.500000000000004 56.288960650000007 6.0000000000000009 14.500000000000002 26.500000000000004 42.405000000000008 61.805000000000007 16.500000000000004 36.593086150000012 10.500000000000002 6.0000000000000009 37.843405600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 13 -10 18 12 24 25 15 -15 -16 -17 19 -11 -21 -22 23 -20 -12 27 -27 28 -9 -30
right_child=-2 -3 4 -5 7 -7 -8 8 9 10 11 -13 -14 14 16 17 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=142544.7667201451 -73.659261537070947 -23920.715662870454 -12922.047787144968 -88140.534675480783 928.1895376166176 50895.76357757955 -70524.789182878259 1758.4903391812857 5727.0673543471794 38820.609191382857 81304.612395833334 -201749.25350435698 -8876.2722385832039 -25807.603797967124 4094.6023890042375 -577.28583616720323 -57107.396073665252 -82833.485386970104 132621.61765624999 116966.07083142971 494744.93390151515 153813.30891851379 111979.50720214844 -156599.81481854839 307780.38750000001 287104.33481249999 -5304.3598981880386 12412.181333588049 -39706.832101382926 253658.26121007898
leaf_weight=70 3396489 1065 3946 26 554792 158 202 33790 2464 334 45 52 251 4086 678 25376 2845 254 20 513 33 86 64 62 42 25 28424 14337 3184 91
leaf_count=70 3396489 1065 3946 26 554792 158 202 33790 2464 334 45 52 251 4086 678 25376 2845 254 20 513 33 86 64 62 42 25 28424 14337 3184 91
internal_value=0 369.374 407.628 80067.5 396.318 -13282.6 -15727.2 483.989 -1621.32 30411.6 70905.9 9914.3 42477.9 -2744.69 -9050.61 -4749.59 -45329.1 -1392.47 92296.9 106133 141706 248357 752.961 -86058 190638 -119.777 -5047.4 2607.47 -1185.06 -31555.3
internal_weight=0 677315 676250 96 676154 4306 4148 671848 117056 3966 1502 390 338 113090 33239 29716 3523 25630 1112 966 632 119 146 82 87 79851 28449 51402 37065 3275
internal_count=4073804 677315 676250 96 676154 4306 4148 671848 117056 3966 1502 390 338 113090 33239 29716 3523 25630 1112 966 632 119 146 82 87 79851 28449 51402 37065 3275
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=0 1 1 1 7 5 6 1 6 6 1 4 5 0 1 5 6 3 6 5 3 1 6 6 6 6 6 6 6 6
split_gain=1.04242e+13 3.25859e+13 3.13178e+13 3.03415e+13 3.03022e+13 2.75234e+13 3.60164e+13 4.82721e+13 3.41481e+13 2.7066e+13 2.51083e+13 5.10399e+13 2.48782e+13 2.41406e+13 6.4346e+13 4.8245e+13 3.79622e+13 3.60535e+13 3.27777e+13 2.99921e+13 4.59177e+13 3.33715e+13 4.94021e+13 3.11038e+13 2.74964e+13 2.7165e+13 3.46524e+13 4.73333e+13 3.10259e+13 2.44097e+13
threshold=42.965693300000005 47.800771000000005 47.899251850000006 44.064675150000006 6.0000000000000009 2.5000000000000004 88.825000000000003 47.386825600000002 64.015000000000015 128.05000000000004 47.504912950000005 11.500000000000002 4.5000000000000009 43.051287600000009 47.504912950000005 1.5000000000000002 156.15000000000003 10.500000000000002 63.855000000000011 2.5000000000000004 5.5000000000000009 47.256487700000001 149.05000000000004 67.91500000000002 71.715000000000018 89.00500000000001 74.615000000000009 72.020000000000024 91.02500000000002 79.710000000000022
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 3 -3 -1 5 8 -7 -8 -5 -9 11 -6 -4 14 19 -16 17 25 -19 23 21 -21 24 -2 -23 26 27 -17 -27 -28
right_child=13 2 12 4 10 6 7 9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=-115306.8410326056 1321.5047872705036 -35371.352639120938 -8986.0150895307779 4812.061982394308 -2336.311641509365 22390.46865354191 -96649.039208026967 -5036.6503249826501 -12715.910854081147 35638.136580882354 -8309.8884235627156 75896.056948824538 70646.441542968751 -5.0644048547615697 -6195.7426631839407 28768.785087115575 126295.5302631579 110361.40453125001 -23699.424932772872 3860.7316458309397 -8267.8120657348627 42959.775113050498 91353.573786407767 -12465.210531238376 11976.421145329006 119907.72609340123 -43359.266481911603 159433.03712284483 40988.280546160444 14117.487000229781
leaf_weight=23 6346 498 2043 3656 355 1462 51 826 1597 204 4841 109 40 4042776 563 630 38 20 207 1564 1260 383 103 2205 1136 56 111 29 451 221
leaf_count=23 6346 498 2043 3656 355 1462 51 826 1597 204 4841 109 40 4042776 563 630 38 20 207 1564 1260 383 103 2205 1136 56 111 29 451 221
internal_value=0 -2571.36 -12842.9 -551.333 -349.869 3617.4 12157.2 -1682.88 -516.735 3019.33 -6180 16041.6 -7456.83 9.95126 3971.64 19289.8 27428.4 25250.4 -11887.9 1230.24 7892.26 14283.2 24333.1 -2233.6 19788.6 30878.2 21246.2 34518.8 49705.2 -5099.14
internal_weight=0 15705 2581 13124 13101 7796 2543 1081 5253 1030 5305 464 2083 4.0581e+06 15323 2326 1763 1725 227 12997 4446 3186 1622 8551 1519 1498 991 659 507 332
internal_count=4073804 15705 2581 13124 13101 7796 2543 1081 5253 1030 5305 464 2083 4058099 15323 2326 1763 1725 227 12997 4446 3186 1622 8551 1519 1498 991 659 507 332
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=6 2 1 1 1 0 1 0 3 4 4 3 0 1 1 1 1 4 0 1 0 5 1 0 4 4 0 0 1 6
split_gain=1.08238e+13 4.34053e+13 6.05334e+13 3.02026e+14 1.34812e+14 2.30297e+14 2.35276e+14 1.16484e+14 1.56691e+14 1.04639e+14 9.91131e+13 9.50264e+13 1.08741e+14 1.07124e+14 1.15257e+14 1.80122e+14 1.34913e+14 1.04195e+14 9.985e+13 1.08913e+14 9.12778e+13 9.09994e+13 9.28485e+13 8.77816e+13 8.60445e+13 8.33799e+13 1.03245e+14 1.40294e+14 1.07618e+14 9.7006e+13
threshold=112.00500000000001 2882.5000000000005 65.493200550000012 61.381045500000006 60.590708550000009 55.161746650000005 60.620042600000012 56.818587550000011 2.5000000000000004 5.5000000000000009 16.500000000000004 4.5000000000000009 55.834019500000004 50.213874250000011 49.692247900000005 50.136929700000003 49.230435000000007 19.500000000000004 56.83050475000001 40.965343750000009 56.850115550000005 3.5000000000000004 60.571186450000006 55.123213100000008 15.500000000000002 14.500000000000002 48.179569850000007 47.245981600000007 39.763755750000009 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 7 10 -9 -10 24 -3 13 14 16 17 25 -16 19 -14 21 -20 -23 -6 -7 -13 27 29 -29 -27
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 12 18 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=21.311837603870273 1742.6512953326999 254.33210409186387 1169.1102308429188 -57496.472688257847 -74458.722135416669 -2316.6049632352942 -15328.710553123157 -71337.322832272373 -102082.22836914063 82652.971852351213 64645.768220394035 -14865.464794234822 152601.64182942707 -58535.462474170636 82781.266393426456 -11594.297208760581 -104439.0818053784 299438.98018750001 108498.4570205966 -63082.085143021461 -29278.122712101351 59932.692263104836 -126428.68743351065 114495.71262890624 -140220.70543664385 -39136.698908311948 27020.229662633468 -150737.52069798519 82245.189290364593 34016.316539013293
leaf_weight=4005334 28415 8599 16960 1114 27 119 1920 81 32 733 109 4866 24 414 198 300 147 25 110 956 730 62 47 275 73 341 1268 114 24 387
leaf_count=4005334 28415 8599 16960 1114 27 119 1920 81 32 733 109 4866 24 414 198 300 147 25 110 956 730 62 47 275 73 341 1268 114 24 387
internal_value=0 -1246.69 -3367.33 -6698.7 -4124.27 14282.9 6078.63 41913.1 60921.6 74925.5 -11513 -7456.19 -14077.9 -8987.26 -6312.82 39002.6 -9628.9 107070 -35411.4 -57800 -12291.4 44331.1 -20425 97602.4 -54748.9 -7637.88 8842.62 -17773.1 -110219 -249.038
internal_weight=0 68470 40055 23095 21981 3369 3067 1147 846 765 301 18612 10013 8084 7670 523 7147 223 1929 980 949 219 109 302 192 7000 2134 866 138 728
internal_count=4073804 68470 40055 23095 21981 3369 3067 1147 846 765 301 18612 10013 8084 7670 523 7147 223 1929 980 949 219 109 302 192 7000 2134 866 138 728
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 0 0 0 1 1 1 0 1 1 6 0 6 6 0 1 1 0 4 3 0 1 1 1 6 0
split_gain=1.05584e+13 8.42064e+13 1.33064e+14 7.46856e+13 1.40931e+14 3.0127e+14 2.79224e+14 2.41799e+14 2.41391e+14 4.60039e+14 3.34181e+14 4.27848e+14 2.35121e+14 3.69158e+14 2.27248e+14 2.2424e+14 2.19679e+14 2.38454e+14 2.09161e+14 1.85705e+14 2.07655e+14 1.82189e+14 1.76613e+14 2.32039e+14 1.73871e+14 1.55382e+14 1.44877e+14 1.44836e+14 1.32608e+14 1.54094e+14
threshold=19.500000000000004 60.034792100000011 60.064438250000002 21.500000000000004 56.986919400000012 55.660117850000006 55.145978450000008 55.801384500000005 37.978059650000013 37.503969450000007 37.442254400000003 55.840017500000009 37.517483500000004 37.631035900000008 104.01000000000001 55.897267000000006 79.710000000000022 57.005000000000003 55.883833400000007 37.682335600000009 37.600779750000008 55.791814000000009 20.500000000000004 2.5000000000000004 55.988910100000005 37.331232350000008 38.430814800000007 37.475446350000006 36.405000000000008 57.174562350000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 12 9 10 -9 -12 22 16 26 19 17 21 27 20 -11 -14 23 -7 -16 -8 -10 -13 -6 -30
right_child=1 2 -4 -5 28 7 25 8 14 15 11 18 13 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=58.450745680594679 -3187.8957834486059 9145.6272399354712 -7750.7369903419785 -212.81842451373245 8172.2593994547678 -115878.22091471356 79613.970632789249 -7889.4966574466589 130513.81310188137 -61484.440365078859 -77492.025680443548 254300.3364507631 44789.77881250561 23524.095942146247 2972.3747382409797 27323.225597866527 -208708.05461956523 175034.37221247438 17513.633285446798 -76172.377695819378 6433.2584975619284 241868.01434795675 -33215.73707031615 27816.833928169784 173683.62157510081 -33028.317334798237 7535.1887784915325 121498.93417968751 -46569.860275926781 -12324.207550918323
leaf_weight=3599339 31301 19581 6117 379873 2699 120 126 924 98 854 124 129 479 3763 97 483 23 305 121 1221 952 52 1004 1769 155 4360 4257 226 1479 11773
leaf_count=3599339 31301 19581 6117 379873 2699 120 126 924 98 854 124 129 479 3763 97 483 23 305 121 1221 952 52 1004 1769 155 4360 4257 226 1479 11773
internal_value=0 -443.413 5123.72 -762.207 -3791.47 -1308.89 -6531.88 9586.14 -895.335 -16032.7 29845 87956.1 23032.8 37026.8 15645.1 -35952.3 96177.7 104566 131056 -46048.8 -25682.9 64089.3 675.421 18688.5 107973 -29864.5 10302.6 169756 -12031.4 -16146.2
internal_weight=0 474465 25698 448767 68894 52943 35787 17156 9641 5034 1524 600 7515 4622 4607 3510 859 836 476 3027 1806 531 2893 1889 252 4486 4355 355 15951 13252
internal_count=4073804 474465 25698 448767 68894 52943 35787 17156 9641 5034 1524 600 7515 4622 4607 3510 859 836 476 3027 1806 531 2893 1889 252 4486 4355 355 15951 13252
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 4 6 4 6 6 1 1 0 0 4 4 6 6 6 4 0 6 4 1 0 1 1 1
split_gain=1.07145e+13 1.29077e+14 1.35312e+14 1.01082e+14 8.90749e+13 9.44941e+13 2.07899e+14 8.44035e+13 8.89434e+13 8.26205e+13 7.56548e+13 7.5475e+13 5.91998e+13 1.9345e+14 1.4825e+14 3.28397e+14 1.59023e+14 1.03373e+14 1.01382e+14 4.03928e+14 1.06892e+14 9.70058e+13 1.54028e+14 1.14832e+14 1.27313e+14 9.04049e+13 1.59447e+14 2.0299e+14 1.50999e+14 1.75823e+14
threshold=47.295021550000008 48.179569850000007 40.377616600000003 39.689978950000004 39.763755750000009 40.024897700000004 47.319699650000011 3.5000000000000004 100.05000000000001 7.5000000000000009 73.41500000000002 49.010000000000012 39.735861600000007 39.723160900000003 47.207933300000008 43.6005307 22.500000000000004 12.500000000000002 63.855000000000011 64.805000000000021 56.205000000000005 5.5000000000000009 47.22829500000001 75.605000000000004 19.500000000000004 39.843340650000009 47.207933300000008 39.803839700000005 40.377616600000003 40.024897700000004
decision_type=2 2 2 2 2 2 2 2 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 10 7 6 -6 -5 -9 -4 -2 -11 13 -1 15 16 -15 -17 20 -20 -18 -16 23 -23 -25 26 27 -14 29 -27
right_child=1 -3 9 4 5 -7 -8 8 -10 11 -12 -13 25 14 21 17 18 -19 19 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=587.51205237194779 -13364.495012779855 -15.737633851131442 -8068.3699184133384 34133.146876098639 -6267.366283128059 -1947.841370893364 -64226.969645544508 3313.5697049672062 -76332.87251870599 -17748.232190049119 -56205.4900008103 -53546.866290879952 -10430.470525801549 34393.693008294802 5001.2939144356169 -11416.619762677774 -37238.950319602271 -86896.966451818662 -370344.19360351562 -4889.7419165826614 232725.81193181817 54501.330579436239 27534.964714650137 114343.9779436384 341349.00171874999 3937.0937785370843 -203.06391437132467 -74953.069180779072 -1257.1033457654812 29257.226676017461
leaf_weight=546073 3693 3299643 2066 900 2175 7728 865 11127 142 1190 464 1166 18211 2979 1308 3626 44 191 40 124 22 356 2643 140 30 16042 27629 501 119378 3308
leaf_count=546073 3693 3299643 2066 900 2175 7728 865 11127 142 1190 464 1166 18211 2979 1308 3626 44 191 40 124 22 356 2643 140 30 16042 27629 501 119378 3308
internal_value=0 -76.5735 -6445.93 -3798.79 -1198.51 -7823.25 -22759.2 4663.54 2309.95 -22665.2 -18146.4 -35465.2 343.473 857.853 13691.5 4629.4 28208.2 -15193.6 -51907.1 -94025 52749.3 27913.3 37370.2 86789.2 154404 -1206.25 -5030.35 -12158 71.1557 8265.72
internal_weight=0 3.33116e+06 31516 27094 22937 10768 3040 12169 11269 4422 4157 2356 742645 557576 11503 7026 3209 3817 230 164 66 4477 3169 526 170 185069 46341 18712 138728 19350
internal_count=4073804 3331159 31516 27094 22937 10768 3040 12169 11269 4422 4157 2356 742645 557576 11503 7026 3209 3817 230 164 66 4477 3169 526 170 185069 46341 18712 138728 19350
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=6 6 1 5 0 0 4 3 2 2 2 0 3 1 3 1 1 0 6 5 2 2 5 4 1 3 1 4 4 5
split_gain=1.03522e+13 3.38428e+13 7.59276e+13 7.09778e+13 6.06706e+13 8.94104e+13 1.28287e+14 1.04515e+14 5.99141e+13 1.08689e+14 7.0603e+13 1.26257e+14 8.94897e+13 6.03326e+13 5.57333e+13 9.18284e+13 7.54691e+13 8.01791e+13 7.38879e+13 7.29657e+13 4.73681e+13 9.94421e+13 4.64114e+13 4.52044e+13 6.95979e+13 7.45889e+13 4.74213e+13 4.41405e+13 9.95615e+13 5.86527e+13
threshold=168.45000000000002 142.05000000000004 38.989878900000008 2.5000000000000004 45.036141150000006 44.895258050000002 15.500000000000002 10.500000000000002 3062.5000000000005 2970.5000000000005 3191.5000000000005 53.341100000000004 2.5000000000000004 47.256487700000001 3.5000000000000004 38.977585500000011 38.958307950000012 45.125532050000011 156.15000000000003 3.5000000000000004 9651.0000000000018 3191.5000000000005 4.5000000000000009 19.500000000000004 60.549354600000008 21.500000000000004 60.636764050000004 15.500000000000002 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 -1 4 20 5 -3 -7 -8 9 27 11 12 -10 22 16 19 17 -6 -19 -16 21 -4 -11 -12 -25 26 -26 29 -29 -5
right_child=-2 2 3 8 14 6 7 -9 10 13 23 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=6.6197743701630491 3210.7965563755547 3895.9824756307339 76879.861308248059 -22429.334478873971 178785.92228860295 186883.1901030041 -129654.21152343751 114189.57131410258 285359.77674932068 -9110.6271949404763 -12324.47794360137 -110261.57228860294 66179.116497927302 -234036.71785714288 -39081.158019301474 148085.49206081082 -125813.86025094698 2036.0408902624233 66517.683616839277 3488.5526597015723 178966.83462500002 -112002.19896273228 -188404.79204545455 -104856.76610398066 124029.48618847656 -4711.1312415994626 29286.775076729911 -103243.25445731028 -12299.61662065555 25323.692807757587
leaf_weight=4053505 10017 218 113 1443 34 84 32 39 23 42 3961 34 98 35 612 37 33 571 258 1177 25 37 22 42 100 279 112 196 312 313
leaf_count=4053505 10017 218 113 1443 34 84 32 39 23 42 3961 34 98 35 612 37 33 571 258 1177 25 37 22 42 100 279 112 196 312 313
internal_value=0 -7.91443 -5737.78 -11377 7357.19 45179.5 103243 4288.15 -12946.9 -25912.5 -6356.77 59999.6 107842 -128473 2174.33 -7849.11 22601.6 28276.8 22103.9 -11074.1 51528.7 30289 -70743 -8645.43 18695.5 29264.1 73976.7 -21427.7 -47388.1 -13917.5
internal_weight=0 4.06379e+06 10282 7187 3095 373 155 71 7012 2363 4649 155 121 99 2722 1826 896 863 829 1789 175 150 64 4494 533 491 212 2264 508 1756
internal_count=4073804 4063787 10282 7187 3095 373 155 71 7012 2363 4649 155 121 99 2722 1826 896 863 829 1789 175 150 64 4494 533 491 212 2264 508 1756
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 4 1 7 1 0 1 6 1 3 0 0 0 6 1 1 1 0 0 1 0 0 0 4 6 4
split_gain=1.04167e+13 6.95201e+13 1.87742e+14 1.8288e+14 1.97246e+14 1.32945e+14 2.314e+14 1.96136e+14 4.81408e+14 2.65385e+14 2.30329e+14 1.38708e+14 1.21012e+14 1.1647e+14 2.70028e+14 1.09397e+14 1.83665e+14 1.09132e+14 1.29773e+14 2.48248e+14 2.48233e+14 1.80083e+14 2.79367e+14 3.13424e+14 3.30593e+14 1.79351e+14 3.06013e+14 3.31653e+14 2.1998e+14 5.81285e+14
threshold=9.5000000000000018 1.5000000000000002 40.015000000000008 63.855000000000011 56.105603650000006 6.5000000000000009 30.242318500000007 6.0000000000000009 30.370944000000005 59.939085000000013 30.315889700000003 61.805000000000007 30.226173900000003 5.5000000000000009 59.905532300000012 59.982409200000006 59.939085000000013 79.015000000000015 30.425503950000003 37.600779750000008 37.71815560000001 59.963561900000009 60.002985000000002 30.323041000000003 59.990753350000013 59.91832440000001 59.933037250000005 8.5000000000000018 66.50500000000001 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 -4 -6 -7 8 10 13 11 15 -5 -9 -15 16 -8 18 21 -20 -21 25 23 24 -23 -3 27 -27 29 -28
right_child=-2 17 3 12 5 6 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-88.607949759849419 148.9437361433323 -5313.8582758735802 2527.4048559083371 38366.064466756186 19914.490569194604 -36451.218601216409 -37527.98957052028 -5875.108911552551 10548.737338012023 -44827.968695307994 134576.46547814968 -158933.6510830966 -22515.744139091588 4971.5584629167142 99567.770832346912 -12671.86760531339 124390.34526988637 2019.3858795434314 3833.7866916764597 -13837.920282456238 -988.28738851352216 25302.274609839296 -6343.2931449022644 -60263.68195886162 -53948.219034614442 23924.565836386329 1245.3528067165039 126148.82113456512 22071.440973259349 -94494.856763966891
leaf_weight=536652 2181312 37527 73253 360 12734 1174 94 2821 8783 1299 467 33 3506 1268 396 176 275 140462 109519 15284 919549 1262 12317 2393 903 2797 3639 358 2423 768
leaf_count=536652 2181312 37527 73253 360 12734 1174 94 2821 8783 1299 467 33 3506 1268 396 176 275 140462 109519 15284 919549 1262 12317 2393 903 2797 3639 358 2423 768
internal_value=0 -171.675 672.925 4505.27 5308.46 12209.6 6364.55 9584.23 18182.9 -5026.36 82346.3 40146.5 -16846.5 6501.47 27483.6 52200.9 83142.9 -606.611 -939.289 -670.66 -1198.37 -5296.43 -14170.4 -35321.4 -7752.32 -2144.64 9766.37 35524 -2131.93 -15439.1
internal_weight=0 1.89249e+06 643291 106639 102773 29520 16786 15612 9828 5784 1045 578 3866 4485 1664 545 369 1.2492e+06 1.10874e+06 1.04435e+06 934833 64387 16875 4558 2165 47512 9985 3155 6830 4407
internal_count=4073804 1892492 643291 106639 102773 29520 16786 15612 9828 5784 1045 578 3866 4485 1664 545 369 1249201 1108739 1044352 934833 64387 16875 4558 2165 47512 9985 3155 6830 4407
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=6 5 2 1 1 3 1 6 7 5 1 2 3 1 0 0 4 6 3 0 1 4 1 5 6 0 4 2 1 0
split_gain=1.1657e+13 4.95365e+13 1.70772e+14 1.02246e+14 1.23706e+14 9.91966e+13 9.28513e+13 1.07573e+14 9.96266e+13 1.3635e+14 1.39468e+14 1.24694e+14 8.84224e+13 8.44625e+13 2.05528e+14 2.74742e+14 1.33441e+14 1.29091e+14 2.06286e+14 1.21416e+14 2.10331e+14 1.57835e+14 1.00837e+14 1.30305e+14 8.87597e+13 8.86616e+13 8.44468e+13 9.57464e+13 8.07699e+13 8.70854e+13
threshold=88.825000000000003 2.5000000000000004 451.00000000000006 37.331232350000008 37.374856000000008 21.500000000000004 37.873748150000004 93.050000000000011 6.0000000000000009 3.5000000000000004 37.978059650000013 9651.0000000000018 4.5000000000000009 39.038055050000004 45.07004340000001 45.109778000000006 1.5000000000000002 122.65000000000002 7.5000000000000009 45.125532050000011 39.01296365000001 4.5000000000000009 39.023883200000007 4.5000000000000009 99.050000000000011 45.085557650000005 9.5000000000000018 2764.0000000000005 38.948208550000011 45.090603300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 9 10 -8 26 -6 14 16 17 -9 -16 28 20 21 -17 -18 -24 -15 -20 27 -10 -19 -30
right_child=1 6 5 4 12 -7 7 13 11 -11 -12 -13 -14 24 15 19 22 18 25 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=40.790249024651189 22899.679575174359 3073.5232207980703 -3904.1408786960151 -151023.19012439973 -77307.006237461421 50988.46149902344 -64184.699945291657 202320.28181818183 -41705.955133171185 -18555.352447752171 1630.9158695140486 11477.419002631137 -19402.979226862186 6611.5039749116595 -43112.898659274855 -21322.758604600695 3523.5965081900172 -347125.8175 -146682.96437500001 -12327.358065016782 -161812.22254464286 128054.50025104801 -40520.270314351306 128863.36337890626 -654.48289211866756 106365.2549652778 -28398.270858731572 18843.178209054731 -183770.13454014229 41225.021250000005
leaf_weight=3849942 233 59423 16284 109 405 336 328 33 373 4806 17518 1290 756 21641 1605 108 11256 25 20 4716 42 205 844 48 75348 45 5051 871 123 20
leaf_count=3849942 233 59423 16284 109 405 336 328 33 373 4806 17518 1290 756 21641 1605 108 11256 25 20 4716 42 205 844 48 75348 45 5051 871 123 20
internal_value=0 -701.504 -5713.56 -37993.3 -49165 -2794.4 -260.006 -1613.84 -6926.51 -3604.95 421.26 -16846.1 -39602.1 -229.967 -6310.11 -20087.5 1504.35 -53210.4 -122766 -8081.96 48316.1 76512.2 958.836 -31405.5 966.765 28504.3 -22650.3 688.173 -181294 -152302
internal_weight=0 223862 18123 1503 1270 16620 205739 146316 30237 22652 17846 7585 1161 116079 19090 6909 12181 1838 233 5071 355 313 12148 892 96989 65 6295 1244 168 143
internal_count=4073804 223862 18123 1503 1270 16620 205739 146316 30237 22652 17846 7585 1161 116079 19090 6909 12181 1838 233 5071 355 313 12148 892 96989 65 6295 1244 168 143
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=2 0 6 0 1 0 0 6 4 4 4 0 1 4 6 6 6 0 1 4 4 4 0 6 3 1 0 6 1 1
split_gain=1.05935e+13 2.19687e+14 1.58978e+14 1.77745e+14 1.82983e+14 1.34695e+14 1.3565e+14 1.69489e+14 1.44956e+14 1.35018e+14 1.2551e+14 3.91979e+14 1.77956e+14 1.86056e+14 2.77165e+14 1.2837e+14 2.04962e+14 1.31282e+14 2.28952e+14 1.61761e+14 1.45889e+14 4.26065e+14 6.24098e+14 1.4095e+14 2.25067e+14 3.73588e+14 1.37105e+14 1.25086e+14 1.22037e+14 1.18525e+14
threshold=7029.0000000000009 55.071632200000003 52.610000000000007 57.719618750000002 30.472130500000002 55.039488700000007 55.043091000000011 84.00500000000001 17.500000000000004 15.500000000000002 16.500000000000004 55.061158000000006 82.941727000000014 24.500000000000004 118.04500000000002 63.005000000000003 41.990000000000002 55.061158000000006 82.906746050000024 11.500000000000002 11.500000000000002 9.5000000000000018 55.055052800000006 73.995000000000019 2.5000000000000004 82.886781200000016 55.055052800000006 149.05000000000004 28.601854300000003 82.973036600000015
decision_type=2 2 2 2 2 2 2 2 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 -3 4 -4 -2 7 9 -9 -7 15 -12 13 14 -13 16 -8 18 20 26 21 -17 -23 -19 25 -25 27 -20 -1 -28
right_child=1 2 3 -5 -6 6 10 8 -10 -11 11 12 -14 -15 -16 17 -18 23 19 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-49818.720416293923 -241.88760387101803 -1433.6845787616642 -97615.909098307297 -230.01044791285756 -13920.549652858521 634.56517752846855 12212.418558512196 67629.161841727342 9976.0303622886786 21225.052313157445 -8851.8792885021685 53646.196280844539 -11250.951468595056 11714.365813635637 302781.26372282609 27484.950675170898 -3213.2476941375066 35925.483395154937 19665.200825810025 44454.350820577718 5994.4827954761404 85038.639588917082 375846.51360564283 283649.00659022178 -27715.540704238625 9092.5544702444968 -34033.204642793185 -91247.223675595247 90.564706711747618 45234.950156250008
leaf_weight=490 673883 52827 264 12565 24817 8143 13584 969 793 5230 21673 1527 1023 1501 46 600 23541 714 3219 1344 370 274 101 62 1938 247 1167 105 3220562 225
leaf_count=490 673883 52827 264 12565 24817 8143 13584 969 793 5230 21673 1527 1023 1501 46 600 23541 714 3219 1344 370 274 101 62 1938 247 1167 105 3220562 225
internal_value=0 -313.407 -4972.36 -9938.03 -14801.5 239.553 3909.79 12528.4 41682 8687.23 2129.27 -3489.62 24876.5 36899.5 60931.8 5178.24 2430.99 15017.3 22133.6 13849.7 59457.3 79745.7 163363 -2779.41 -15078.2 64181.6 5127.74 16161.6 82.9723 -21220.5
internal_weight=0 852752 90473 37646 25081 762279 88396 15135 1762 13373 73261 25770 4097 3074 1573 47491 37125 10366 7405 6060 1345 975 375 2961 2247 309 4716 3324 3.22105e+06 1392
internal_count=4073804 852752 90473 37646 25081 762279 88396 15135 1762 13373 73261 25770 4097 3074 1573 47491 37125 10366 7405 6060 1345 975 375 2961 2247 309 4716 3324 3221052 1392
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 6 6 0 0 4 6 4 6 4 4 4 1 6 4 4 0 6 0 1 7 1 0 0 0 2
split_gain=1.1042e+13 3.65046e+13 3.02898e+13 1.95646e+14 2.80577e+14 1.03691e+14 9.69895e+13 7.05064e+13 7.71501e+13 6.92249e+13 4.2512e+13 3.82187e+13 3.60968e+13 3.60446e+13 3.30738e+13 2.97999e+13 3.33533e+13 2.94499e+13 2.89192e+13 2.80551e+13 1.78223e+14 4.0727e+13 3.18069e+13 2.79666e+13 3.48551e+13 2.71349e+13 6.95153e+13 1.36827e+14 6.87154e+13 1.04347e+14
threshold=83.658467900000019 4.5000000000000009 83.117716000000016 54.916864950000011 54.94613300000001 130.05000000000004 49.895000000000003 53.20799465000001 54.431501800000014 3.5000000000000004 72.50500000000001 8.5000000000000018 63.705000000000005 9.5000000000000018 4.5000000000000009 24.500000000000004 92.791023150000015 67.91500000000002 2.5000000000000004 5.5000000000000009 54.188398350000007 59.815000000000005 53.888505650000006 91.443676550000006 6.0000000000000009 92.948588300000011 53.244414800000008 52.07762420000001 52.516286950000008 9907.0000000000018
decision_type=2 2 2 2 2 2 2 2 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 7 6 9 13 14 19 -6 12 -8 -11 -5 -4 25 23 -13 -10 22 21 -21 -9 24 -17 26 27 -3 29 -27
right_child=1 15 3 4 5 -7 11 8 18 10 -12 17 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-22.954007902239084 -2984.3475362179483 30495.726950075914 -34546.034004041889 31973.680344226672 1928.7564016792094 200698.41630434783 27604.46436343652 -11537.090940280275 -4350.867504333708 -24167.778596827655 52158.257057733048 58782.19643978923 -64823.870247847954 -2941.1112055460617 -107560.30931766055 -41217.428992029141 -3221.0075434210844 102109.41875181593 -29077.144987846412 2081.4777997536853 151971.06233333334 -22116.75805010258 -58650.954116586538 -56504.699204101569 15273.447623546512 7653.0275069359768 2733.421572316694 -11929.675999101302 -4119.3900398664191 -2752.5639277322152
leaf_weight=3838795 24142 857 144 841 1471 23 239 942 578 825 59 446 297 456 109 222 2608 242 2604 2920 75 913 169 230 215 19065 120155 6729 27945 19488
leaf_count=3838795 24142 857 144 841 1471 23 239 942 578 825 59 446 297 456 109 222 2608 242 2604 2920 75 913 169 230 215 19065 120155 6729 27945 19488
internal_value=0 686.333 -39.4922 -4793.99 11107 -10714.2 37353.2 -14008.4 -12404.4 -12547.7 -30579 62054.8 -34929.7 19698.3 -66002.8 1135 -8324.56 74022.3 -24585.7 -4681.57 -695.203 -3682.41 -18703.8 -28279.7 -13424.4 1294.49 2147.27 -7136.82 -343.67 2393.15
internal_weight=0 221656 3.85215e+06 13353 4899 2675 2224 8454 8201 2652 1181 927 1122 1297 253 197514 3275 688 3182 5019 3908 3833 1111 667 437 194239 127741 7586 66498 38553
internal_count=4073804 221656 3852148 13353 4899 2675 2224 8454 8201 2652 1181 927 1122 1297 253 197514 3275 688 3182 5019 3908 3833 1111 667 437 194239 127741 7586 66498 38553
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=1 3 6 1 2 2 0 4 2 0 1 0 0 0 1 0 5 6 0 1 4 0 0 1 6 0 0 0 4 0
split_gain=1.22445e+13 3.39724e+13 3.82718e+13 2.51209e+13 1.14608e+14 1.06165e+14 8.32288e+13 7.14819e+13 6.97873e+13 7.06875e+13 5.93694e+13 1.78453e+14 1.40825e+14 1.05042e+14 6.2744e+13 6.00844e+13 5.72971e+13 8.53294e+13 6.08874e+13 5.89905e+13 9.7825e+13 8.12305e+13 5.62296e+13 5.62036e+13 5.2596e+13 4.6629e+13 4.79843e+13 6.51061e+13 4.70922e+13 4.91541e+13
threshold=113.48479755000001 16.500000000000004 62.995000000000012 94.478249850000012 5160.5000000000009 9907.0000000000018 56.520242650000007 14.500000000000002 5325.0000000000009 51.707269950000004 92.865667950000017 56.006509350000009 56.105603650000006 51.768991500000006 92.948588300000011 55.988910100000005 1.5000000000000002 55.805000000000007 52.07762420000001 103.8879505 4.5000000000000009 52.516286950000008 52.02416370000001 107.59716050000002 67.91500000000002 56.128722100000005 56.228352100000002 56.288960650000007 2.5000000000000004 52.960348700000004
decision_type=2 2 2 2 2 2 2 2 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 10 -5 6 8 22 -6 -10 -1 13 14 -12 -13 -15 17 -11 -19 25 -21 -22 -7 -23 -16 28 -27 -28 -18 -30
right_child=1 2 -4 4 5 7 -8 -9 9 16 11 12 -14 15 24 -17 19 18 -20 20 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-26.518584198587231 1989.5571180976542 -4283.7131076388896 162579.32129255024 -30064.365439893587 86805.872390212229 -38427.611625637372 -40031.231463956436 30855.270522836538 -42631.167357706821 -3384.2415926582053 40131.120342356691 16819.398389850463 -3291.5239963898648 -19788.670193421534 7335.6362758013511 -3568.6050042193328 26973.66819412644 -158471.72899590165 -14723.582159745065 -6710.3823013571809 17428.928538470671 -31154.808045069149 -10342.369015807988 54425.846455846207 -25217.105550210137 23052.456651251741 -24948.683042889432 12326.584966923452 -7310.0605362596152 -48365.640381015379
leaf_weight=3970540 26149 27 28 1455 97 785 476 390 353 8159 471 13506 7086 3158 4366 8250 370 61 57 2752 8435 557 7758 89 560 1290 751 1246 4269 313
leaf_count=3970540 26149 27 28 1455 97 785 476 390 353 8159 471 13506 7086 3158 4366 8250 370 61 57 2752 8435 557 7758 89 560 1290 751 1246 4269 313
internal_value=0 2154.69 80664.7 -13.9494 -2518.25 -1469.27 1442.54 -11011.8 2128.04 1841.86 10.8335 3976.6 8689.74 -6147.98 13295.8 -8058.7 2395.64 -4605.3 -89034.1 5282.58 9806.2 14811.5 -12923.1 -19364.3 3634.96 -1214.31 8019.51 -1691.31 -7343.46 -10114.6
internal_weight=0 26204 55 4.0476e+06 39663 38208 29275 8933 28799 28702 4.00794e+06 37397 25518 11879 18432 11408 28349 8277 118 20072 11833 9081 8543 646 4926 8239 3287 1997 4952 4582
internal_count=4073804 26204 55 4047600 39663 38208 29275 8933 28799 28702 4007937 37397 25518 11879 18432 11408 28349 8277 118 20072 11833 9081 8543 646 4926 8239 3287 1997 4952 4582
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=4 1 6 1 2 2 6 0 0 0 6 0 0 0 6 0 6 5 6 0 6 6 1 1 1 3 1 6 0 0
split_gain=1.17746e+13 2.6919e+13 3.32636e+13 4.1302e+13 6.83569e+13 6.75231e+13 4.0446e+13 3.82832e+13 5.36767e+13 3.76905e+13 3.98652e+13 2.48718e+13 9.07075e+13 4.22748e+13 3.91498e+13 3.16258e+13 2.79441e+13 2.69821e+13 5.7177e+13 3.76004e+13 3.41511e+13 2.4746e+13 3.04673e+13 7.94049e+13 5.6628e+13 8.17797e+13 4.28922e+13 7.54786e+13 4.18335e+13 8.61599e+13
threshold=2.5000000000000004 38.657016300000002 42.005000000000003 39.135518400000002 2892.5000000000005 2764.0000000000005 74.015000000000015 57.57007620000001 57.670849000000011 53.715816400000008 122.65000000000002 45.047736150000013 45.125532050000011 45.022979600000006 75.605000000000004 45.090603300000005 110.01500000000001 3.5000000000000004 101.02000000000002 45.00849250000001 91.02500000000002 49.485000000000007 30.472130500000002 30.370944000000005 30.303340300000002 1.5000000000000002 30.277905650000005 77.565000000000012 54.810424650000009 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 7 -7 9 -9 -5 -11 13 14 17 -13 16 -16 -4 19 -19 -21 -1 23 24 26 -26 28 -28 29 -23
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=481.63185373666079 -28.606696209177073 -547.19957271433827 11487.221708221812 13419.76794137921 4617.6015188020629 -7860.2694176422683 -30074.170044771305 35021.930897784659 -3759.2287227085662 -4245.2823281339197 -85018.347001008064 28140.255760828659 5712.1002331497584 -8054.3195978138283 74554.565854414686 28641.370955776947 169598.84422637196 21596.956360677083 -40867.972761824327 239107.08669682257 71262.6286221591 -8550.1404837740392 -9478.1992091838965 80540.096967592603 -183093.71900390624 -2895.6153765510112 1558.8931344696971 247753.10718749999 -13399.974577067671 127810.954296875
leaf_weight=11510 3961637 38414 1368 1413 33656 5539 962 790 651 4222 62 1032 3118 1590 126 109 41 30 37 27 22 130 6418 135 40 68 33 20 532 72
leaf_count=11510 3961637 38414 1368 1413 33656 5539 962 790 651 4222 62 1032 3118 1590 126 109 41 30 37 27 22 130 6418 135 40 68 33 20 532 72
internal_value=0 1010.36 1709.02 3290.74 2197.44 -3774.61 -11147.4 2940.25 17501.8 -742.95 -5414.27 10185.1 14984.3 3275.09 37087.2 70541.1 97888.8 15413.7 61719.5 109767 163748 -2424.66 -6915.98 9049.37 -1734.15 -69635.7 7583.98 94462.4 1310.74 40053.8
internal_weight=0 112167 93209 54795 47295 13639 6501 7138 1441 5697 4284 7500 4426 3074 1308 276 167 1484 116 79 49 18958 7448 1030 895 108 787 53 734 202
internal_count=4073804 112167 93209 54795 47295 13639 6501 7138 1441 5697 4284 7500 4426 3074 1308 276 167 1484 116 79 49 18958 7448 1030 895 108 787 53 734 202
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=6 4 3 2 0 4 3 3 6 2 0 6 6 0 3 6 0 0 1 2 1 1 0 1 1 0 2 0 1 1
split_gain=1.13974e+13 2.39981e+13 5.42583e+13 5.53574e+13 4.89774e+13 4.73328e+13 1.40149e+14 1.0542e+14 1.64392e+14 1.58452e+14 1.33114e+14 9.85121e+13 1.02253e+14 9.2792e+13 1.53718e+14 1.85186e+14 1.95648e+14 2.63856e+14 1.23288e+14 1.94809e+14 1.72622e+14 1.40451e+14 1.19094e+14 1.1888e+14 1.1465e+14 1.10021e+14 1.52225e+14 1.92228e+14 1.49436e+14 1.0978e+14
threshold=100.05000000000001 14.500000000000002 3.5000000000000004 451.00000000000006 55.462387050000011 7.5000000000000009 2.5000000000000004 6.5000000000000009 104.01000000000001 2865.5000000000005 57.125462300000009 112.00500000000001 138.05000000000004 55.161746650000005 8.5000000000000018 105.00500000000001 55.017684700000011 54.992080650000005 39.908802000000009 5444.0000000000009 39.939672500000007 39.843340650000009 55.026775150000006 92.865667950000017 28.601854300000003 54.810424650000009 3999.0000000000005 43.687280500000007 37.234509300000006 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -2 -9 11 -11 -10 -13 14 15 -8 17 25 21 20 -20 24 29 -22 -15 26 27 -17 -29 -18
right_child=1 2 -4 -5 -6 6 13 8 9 10 -12 12 -14 18 -16 16 22 -19 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=28.828255440836973 -1925.4731507706399 -110831.06811523438 -1502.3264998162731 -16731.925146266203 15185.993941759281 -10329.215821412416 -6145.9350752271366 145730.61637602307 5016.491755319149 -36490.727708657701 173004.65066636031 -222430.01958434467 -68933.607214192714 -148649.79251019022 -4211.9295600287287 113854.83938844595 272246.41707031254 -61031.952652163163 -125991.35568625711 20468.613577798566 -13378.62752595408 89493.912311694236 44086.645346724748 39428.356437655864 9871.5417096742021 67075.780492441598 2716.439272551414 183513.19179687501 22923.76567730711 91066.284849877455
leaf_weight=3956282 34993 32 34574 4532 852 7236 2804 42 47 281 34 103 75 46 5193 268 40 411 132 2225 8806 223 1192 448 5591 490 3346 59 3243 204
leaf_count=3956282 34993 32 34574 4532 852 7236 2804 42 47 281 34 103 75 46 5193 268 40 411 132 2225 8806 223 1192 448 5591 490 3346 59 3243 204
internal_value=0 -970.48 -2960.21 -12266.8 10624.3 55.7956 2330.95 -2627.51 -44837.8 -59659.8 -13878.5 -123753 -157755 4969.38 10172 16367.2 23189.6 16957.2 -167.446 -6135.26 -12441.8 11657.2 57116.1 -10822.2 8577.95 21285.2 18041 32404 25793.2 120768
internal_weight=0 117522 39990 5416 884 77532 41957 35575 582 540 315 225 178 34721 17250 12057 9253 7817 17471 11611 9386 5860 1436 9254 5637 7406 6916 3570 3302 244
internal_count=4073804 117522 39990 5416 884 77532 41957 35575 582 540 315 225 178 34721 17250 12057 9253 7817 17471 11611 9386 5860 1436 9254 5637 7406 6916 3570 3302 244
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=4 4 7 2 6 2 0 1 6 3 1 1 1 0 0 0 0 6 0 0 1 2 1 1 0 4 0 6 6 6
split_gain=1.08553e+13 7.70027e+13 7.60465e+13 1.18288e+14 1.22677e+14 9.53534e+13 4.64132e+14 1.15797e+14 2.78438e+14 1.10098e+14 9.71967e+13 3.38124e+14 1.89189e+14 1.84054e+14 4.2511e+14 2.49732e+14 1.54203e+14 1.51858e+14 1.23733e+14 4.00399e+14 2.2797e+14 1.26988e+14 3.09929e+14 4.46103e+14 1.86493e+15 2.24498e+14 1.79992e+14 1.55619e+14 1.07265e+14 1.59732e+14
threshold=10.500000000000002 12.500000000000002 6.0000000000000009 9651.0000000000018 91.02500000000002 3999.0000000000005 43.6005307 39.939672500000007 38.205000000000005 8.5000000000000018 30.242318500000007 30.277905650000005 30.226173900000003 59.990753350000013 59.982409200000006 60.01610465000001 60.034792100000011 40.015000000000008 55.685785750000008 55.667390500000003 37.442254400000003 2599.0000000000005 37.600779750000008 37.46219940000001 55.753967500000009 11.500000000000002 55.81943720000001 77.565000000000012 82.905000000000015 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 5 -5 6 7 -4 9 -9 12 13 -8 14 -12 -15 17 -14 19 -13 -21 22 23 27 -25 -26 -24 -20 29 -16
right_child=1 -3 3 4 -6 -7 10 8 -10 -11 11 18 16 15 28 -17 -18 -19 21 20 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=126.31981734257791 -3694.7220556242901 33.21063962194377 57849.170935938731 14176.31002502053 95975.927305492922 -10321.290796503643 -11654.534125586099 225309.46882430368 69498.507784231086 489522.34010416671 -36081.894133421381 -6169.4802258915106 -23670.917795537029 43427.400632245321 -185884.85504301265 -51922.101723082123 177734.69813701924 50779.49523683489 11465.728300675983 -386776.74848214287 -102037.70375396089 1068.5655652413197 58157.539062820841 -496009.26330645161 -95748.235038700805 32050.510337999134 15100.211278893043 133261.47623473642 26287.817265625003 -477495.58928571432
leaf_weight=2547999 113079 1364614 319 3337 194 7884 1213 46 133 24 749 7074 356 468 178 665 78 1189 603 35 143 18545 1636 93 216 378 2388 127 20 21
leaf_count=2547999 113079 1364614 319 3337 194 7884 1213 46 133 24 749 7074 356 468 178 665 78 1189 603 35 143 18545 1636 93 216 378 2388 127 20 21
internal_value=0 -210.946 -2277.93 1051.98 18670.5 -343.48 1800.16 95421.4 154463 315897 449.217 -1062.6 18221.6 -39894.7 -71915.8 -12536.8 40550.4 33624.6 1549.16 -9896.78 -158026 5009.77 18442.9 -21776.5 -79614.8 -14421.8 32605.6 32654.9 -194471 -216658
internal_weight=0 1.5258e+06 161191 48112 3531 44581 36697 522 203 70 36175 33339 2836 2101 968 1133 1623 1545 31238 7252 178 23986 5441 1417 687 594 4024 730 219 199
internal_count=4073804 1525805 161191 48112 3531 44581 36697 522 203 70 36175 33339 2836 2101 968 1133 1623 1545 31238 7252 178 23986 5441 1417 687 594 4024 730 219 199
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=0 4 4 6 0 0 3 7 0 1 1 0 0 6 1 0 1 1 6 0 7 6 1 1 0 0 1 1 6 1
split_gain=1.04847e+13 1.63198e+14 1.74977e+14 2.39769e+14 1.67021e+14 1.60789e+14 1.89311e+14 2.29512e+14 1.98811e+14 1.89848e+14 1.60796e+14 1.48405e+14 2.2649e+14 1.73242e+14 2.02843e+14 1.56164e+14 1.9882e+14 1.81636e+14 1.67395e+14 1.33837e+14 1.41004e+14 2.31603e+14 1.77938e+14 6.76085e+14 7.00716e+14 5.98227e+14 3.4379e+14 2.18221e+14 2.03747e+14 1.9901e+14
threshold=56.760749800000006 5.5000000000000009 8.5000000000000018 69.015000000000015 61.78914120000001 59.864072000000007 4.5000000000000009 6.0000000000000009 59.950512650000007 30.389265100000003 30.277905650000005 59.982409200000006 59.950512650000007 61.425000000000004 30.242318500000007 59.963561900000009 30.330566300000005 30.323041000000003 47.420000000000009 56.802121050000004 6.0000000000000009 89.00500000000001 30.472130500000002 30.624707450000006 59.825842200000004 59.764576050000009 30.303340300000002 30.362494150000003 50.010000000000012 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -3 7 8 -7 11 -10 12 -8 14 -14 18 17 -17 -16 -2 -21 22 26 24 25 -24 29 28 -28 -22
right_child=1 2 -4 4 -6 6 9 -9 10 -11 -12 -13 13 -15 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-84.425640833923396 12975.652095448026 -5748.3735770591384 -105.82045183590309 2418.1968464952056 95842.828665129666 -43401.769699772667 -242.4645777040588 -59305.743458085919 37417.458392422908 -36592.580302347764 -17205.67692283756 -32011.408532374859 -202167.47635869565 -34657.919425223219 66850.278921274046 17899.449759265986 -185577.56631373358 352471.25937500002 192115.6749527326 1327.570271551727 32423.464681689275 -29957.493965970552 -14205.874673461914 18847.476240190386 28757.042392999661 489198.13 -11611.51567657857 3864.9796088180397 -85959.672998188209 233181.44878982843
leaf_weight=3190275 11581 15747 593815 14058 194 1996 1849 2121 755 1424 1883 754 23 140 208 86 38 20 219 221490 1552 1248 32 8443 139 90 790 2092 691 51
leaf_count=3190275 11581 15747 593815 14058 194 1996 1849 2121 755 1424 1883 754 23 140 208 86 38 20 219 221490 1552 1248 32 8443 139 90 790 2092 691 51
internal_value=0 304.847 -544.621 -6821.06 3689.9 -12315.8 -21296 -32060 -19589.6 -6023.88 -1572.44 7020.72 18414.5 65412.9 88998.6 100727 10672.4 81026.2 131096 2479.28 1965.55 11306.2 15016.4 23747.7 182262 357158 333.805 -16928.5 -46300.6 38810.6
internal_weight=0 883529 635330 41515 14252 27263 11516 6755 4634 4761 2638 3337 2583 734 594 571 144 106 427 248199 236618 15128 13880 8704 261 122 5176 3573 1481 1603
internal_count=4073804 883529 635330 41515 14252 27263 11516 6755 4634 4761 2638 3337 2583 734 594 571 144 106 427 248199 236618 15128 13880 8704 261 122 5176 3573 1481 1603
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=6 5 4 1 1 0 4 1 1 0 0 1 6 6 5 2 3 1 0 0 0 0 6 6 0 1 1 0 1 6
split_gain=1.04953e+13 7.09743e+13 6.17638e+13 1.55298e+14 2.93106e+14 2.27625e+14 2.76547e+14 2.04925e+14 3.85102e+14 5.26749e+14 6.14377e+14 1.99485e+14 1.65188e+14 2.00572e+14 2.19625e+14 1.54393e+14 1.51568e+14 1.20728e+14 1.1716e+14 1.16983e+14 5.26441e+14 2.12102e+14 2.32463e+14 1.1064e+14 1.10567e+14 1.24351e+14 1.097e+14 2.76557e+14 1.69806e+14 1.61248e+14
threshold=68.00500000000001 3.5000000000000004 10.500000000000002 38.948208550000011 38.989878900000008 45.022979600000006 9.5000000000000018 37.401708450000008 37.374856000000008 55.667390500000003 55.702806750000008 38.977585500000011 87.015000000000015 72.020000000000024 2.5000000000000004 3062.5000000000005 1.5000000000000002 82.825258850000026 45.125532050000011 45.109778000000006 45.125532050000011 44.739668300000005 94.02500000000002 90.045000000000016 45.053967500000006 38.97264950000001 38.97264950000001 44.601833250000006 38.999037500000007 84.00500000000001
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 -5 8 16 -10 -11 -8 13 14 17 -16 23 -6 24 21 -21 -9 -23 -2 -7 -26 27 -4 -28 -30
right_child=2 -3 26 4 12 18 11 19 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=44.922212323994515 -19153.352117472637 6879.1260007491555 64864.780471242731 54980.269440702737 4167.0416303430147 4266.8066941999041 341459.24035838293 -4459.4791675551833 -25448.386358130068 516830.15792151162 111782.41609644397 7605.4475703125008 -1568.4444164682491 5502.1148177171235 -14479.712172830024 -867.90518531559303 1710.9434326107673 28480.437812655182 -24484.925887903129 76133.408715309037 -7974.4631177113179 -25723.549602047584 -92708.970618771287 5781.1656981725464 20584.056162738994 68907.35076325605 -18174.455848548198 297.66262543656228 -5018.2296832819438 1014.4121398240261
leaf_weight=3307278 6475 15266 666 522 10542 1696 63 4346 262 43 290 25 118885 119232 13920 20761 57041 2533 578 764 28681 3052 624 2454 1489 829 7061 168583 100758 79085
leaf_count=3307278 6475 15266 666 522 10542 1696 63 4346 262 43 290 25 118885 119232 13920 20761 57041 2533 578 764 28681 3052 624 2454 1489 829 7061 168583 100758 79085
internal_value=0 76.3231 -337.549 523.312 1708.55 25232.6 82625.9 -2792.92 536.86 80627.1 164086 246614 1280.49 3308.75 -2167.4 -6331.31 -185.494 8877.24 17608.5 -8708.71 -5792.14 -19414.1 -37094.3 -12300.5 23669.7 37866.2 -1292.57 551.736 -2962.65 -2365.41
internal_weight=0 3.32254e+06 751260 395107 291075 5202 610 104032 66565 595 333 88 285873 166988 47756 34681 65970 13075 4592 37467 29445 8022 3676 8929 4014 2318 356153 169249 186904 179843
internal_count=4073804 3322544 751260 395107 291075 5202 610 104032 66565 595 333 88 285873 166988 47756 34681 65970 13075 4592 37467 29445 8022 3676 8929 4014 2318 356153 169249 186904 179843
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=4 3 7 5 4 3 4 4 1 6 5 6 5 6 0 1 7 6 1 0 6 6 6 7 6 2 4 6 0 4
split_gain=1.17152e+13 6.17554e+13 1.22501e+14 1.22292e+14 9.64761e+13 1.40582e+14 7.93578e+13 8.56433e+13 6.23983e+13 5.47884e+13 8.52716e+13 5.67301e+13 5.13609e+13 2.23865e+14 1.87013e+14 1.02726e+14 1.3992e+14 1.28414e+14 1.19225e+14 1.32119e+14 1.02496e+14 1.76024e+14 1.84942e+14 1.37934e+14 2.82244e+14 3.41889e+14 5.22882e+14 2.63027e+14 2.1132e+14 4.20334e+14
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 7.5000000000000009 12.500000000000002 8.5000000000000018 6.5000000000000009 20.507515800000004 81.705000000000013 3.5000000000000004 149.05000000000004 1.5000000000000002 49.010000000000012 55.633951400000008 30.345769800000003 6.0000000000000009 40.015000000000008 30.330566300000005 60.034792100000011 39.005000000000003 39.025000000000013 39.305000000000007 6.0000000000000009 51.405000000000008 75.000000000000014 30.500000000000004 50.995000000000012 59.856552950000008 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 -3 7 -5 -8 -10 11 -11 20 14 -14 16 17 -16 -18 -20 -2 -22 -23 27 -25 26 -26 -24 -29 -30
right_child=12 2 -4 6 -6 -7 8 -9 9 10 -12 -13 13 -15 15 -17 18 -19 19 -21 21 22 23 24 25 -27 -28 28 29 -31
leaf_value=-76.678991515677225 742.5622143763527 -95236.307707656932 11068.853178037742 -4543.0377016129032 -768.81522055232108 66531.936194196431 -138612.13421052633 -237760.50234375001 -12329.805486685344 24034.496503709786 -16633.173004960972 -99907.769199732735 10576.232580609654 224.98564316871341 -43174.62800722989 -654.78624445868627 23967.218624185014 10270.401965933581 70187.118961827902 305289.36213631468 -14109.462079536625 13068.21213908057 -1655.3195896111731 -577.10617624057284 113446.94150387362 8516.5418935415419 -31888.308479597763 -8215.4828682677253 -1722.764854676383 -68071.552913267908
leaf_weight=1830206 456605 231 5432 31 36555 70 38 32 17411 1311 1137 38 39631 1089642 616 38857 2724 1664 136 29 10496 9142 251215 225459 748 19897 370 30251 2016 1814
leaf_count=1830206 456605 231 5432 31 36555 70 38 32 17411 1311 1137 38 39631 1089642 616 38857 2724 1664 136 29 10496 9142 251215 225459 748 19897 370 30251 2016 1814
internal_value=0 -182.061 -3278.59 -4649.39 -1233.08 -57615.8 -10945.6 -123003 -10591.5 -10347 3540.15 20543.2 157.955 607.72 5592.88 1107 14350.9 -4169.13 28967 111508 -365.56 -1283.16 -1034.28 -1276.72 456.03 11540 65348.5 -2773.69 -11017.3 -33147.5
internal_weight=0 1.89249e+06 62286 56854 36856 301 19998 63 19935 19897 2486 1349 2.18131e+06 1.1733e+06 83657 44026 5169 2280 2889 165 1.00801e+06 551408 540912 531770 246474 21015 1118 285296 34081 3830
internal_count=4073804 1892492 62286 56854 36856 301 19998 63 19935 19897 2486 1349 2181312 1173299 83657 44026 5169 2280 2889 165 1008013 551408 540912 531770 246474 21015 1118 285296 34081 3830
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=6 6 6 1 6 1 6 6 6 1 6 6 4 0 0 0 1 4 4 1 2 7 5 4 0 4 5 4 6 5
split_gain=1.15703e+13 8.06605e+13 9.34006e+13 1.00665e+14 7.64009e+13 1.68592e+14 5.42165e+13 7.8145e+13 7.55113e+13 7.3408e+13 9.09723e+13 7.32195e+13 6.4033e+13 1.04695e+14 1.01329e+14 8.14492e+13 1.01931e+14 9.63459e+13 1.08042e+14 9.01257e+13 8.70546e+13 8.09135e+13 1.70907e+14 1.5969e+14 2.03933e+14 1.46676e+14 2.28309e+14 1.43284e+14 1.37168e+14 1.31876e+14
threshold=56.805000000000007 59.505000000000003 58.305000000000007 30.410676000000006 60.005000000000003 38.066230450000006 49.010000000000012 48.025000000000013 48.005000000000003 30.509101000000005 48.810000000000009 47.420000000000009 7.5000000000000009 55.737027400000009 55.82518790000001 55.702806750000008 37.600779750000008 30.500000000000004 31.500000000000004 37.71815560000001 5062.5000000000009 6.0000000000000009 2.5000000000000004 8.5000000000000018 59.933037250000005 16.500000000000004 1.5000000000000002 10.500000000000002 55.805000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 -3 7 8 11 -9 -11 -1 13 -8 -15 16 17 -14 -19 20 -18 25 23 24 -23 -17 -27 -25 -26 -29
right_child=1 4 -4 -5 -6 -7 12 9 -10 10 -12 -13 15 14 -16 21 19 18 -20 -21 -22 22 -24 27 28 26 -28 29 -30 -31
leaf_value=-81.361712544757566 -9868.8532327840294 4663.4762780457431 4118.6659532586746 894.74138061700614 110.64565865151587 -5689.4988712424811 -1494.595059344995 -9277.0897640775165 -6404.8559633153236 10474.627670940543 2071.3168069158451 3453.2995606094091 6841.9494406034319 17004.699735211623 2603.737563352307 -3946.1277570780767 -18182.634728516114 -67371.405402260643 2444.3205268012152 -924.59097122679748 56286.839398006145 -18599.005103277163 25397.796339314904 6219.2791899774811 -79949.497994834499 -11908.680097740407 10682.799650523582 5079.7540388956486 -254284.93408018869 -10576.157453872031
leaf_weight=1908597 9389 21153 106196 116521 1206187 61344 90847 4520 18423 16297 61492 60461 23578 5377 53501 74661 4248 376 540 147537 163 1075 1637 7612 304 5958 17952 6179 53 41626
leaf_count=1908597 9389 21153 106196 116521 1206187 61344 90847 4520 18423 16297 61492 60461 23578 5377 53501 74661 4248 376 540 147537 163 1075 1637 7612 304 5958 17952 6179 53 41626
internal_value=0 218.355 1934.39 92.1094 -90.721 -3034.9 -130.071 92.5932 -32.4498 3111.96 3831.83 27.172 -1083.81 634.212 3918.9 -1855.11 -380.684 5605.77 -26213.7 -1345.7 -15430.8 -3511.53 -6458.19 -7375.5 -40346.1 -1763.16 5053.35 -6523.52 -105831 -8552.56
internal_weight=0 1.52079e+06 232106 125910 1.28868e+06 82497 2.55301e+06 2.06979e+06 1.98748e+06 82309 77789 1.96906e+06 483224 149725 58878 333499 176442 24494 916 151948 4411 157057 58486 56849 1432 98571 23910 55417 357 47805
internal_count=4073804 1520790 232106 125910 1288684 82497 2553014 2069790 1987481 82309 77789 1969058 483224 149725 58878 333499 176442 24494 916 151948 4411 157057 58486 56849 1432 98571 23910 55417 357 47805
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=0 0 4 0 2 1 1 1 6 1 1 7 6 0 7 4 2 0 1 1 0 1 1 6 1 6 0 5 1 0
split_gain=1.22682e+13 1.25214e+14 2.18342e+14 2.15194e+14 1.88992e+14 2.0028e+14 1.54743e+14 2.86582e+14 3.15495e+14 2.3014e+14 1.9143e+14 2.35597e+14 1.79589e+14 1.8525e+14 6.43888e+14 7.1323e+14 1.57175e+14 3.60822e+14 2.50831e+14 1.57838e+14 1.4244e+14 2.13158e+14 1.41402e+14 1.36677e+14 1.34803e+14 2.56795e+14 2.52777e+14 1.31564e+14 1.1948e+14 1.61897e+14
threshold=59.825842200000004 58.010305850000002 10.500000000000002 59.764576050000009 3338.0000000000005 30.205407000000005 33.882313700000005 30.389265100000003 85.020000000000024 37.897576350000001 30.452677500000004 6.0000000000000009 45.005000000000003 59.764576050000009 6.0000000000000009 8.5000000000000018 3338.0000000000005 59.764576050000009 30.084656550000002 30.277905650000005 57.978821400000008 56.128886000000001 30.472130500000002 52.990000000000002 30.362494150000003 71.030000000000015 59.764576050000009 2.5000000000000004 30.425503950000003 59.699368850000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 22 5 -5 7 16 12 -8 11 28 -9 -14 -15 27 24 18 -18 -20 -1 -22 -4 -23 25 -3 -26 -16 29 -10
right_child=-2 2 3 4 -6 -7 9 8 10 -11 -12 -13 13 14 15 -17 17 -19 19 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-13.131493685853426 531.77114262028806 -18959.98656376261 -53337.357958360255 -51400.491061712775 38235.849984098742 -4045.8089627905533 -90266.276408907739 -1380.701925318803 34526.220728600543 -4504.2767480287293 18785.632732057737 -64675.951415158997 17422.234128464243 20430.345071636752 353047.11698113213 5645.7593292236334 -25937.262382791097 82328.595128854402 33293.549183247451 -80379.651129335354 -18300.116117531488 5448.6037849239929 -19336.943379681863 26170.25602662528 12067.394130539407 -96657.548691915086 -69472.275407909285 612398.93387096783 276870.32652644231 186754.25454705057
leaf_weight=3591056 392087 2883 1506 980 950 10075 316 5542 115 31875 295 57 5619 514 53 64 2167 565 1637 132 2307 7124 6513 5754 2393 499 452 31 65 178
leaf_count=3591056 392087 2883 1506 980 950 10075 316 5542 115 31875 295 57 5619 514 53 64 2167 565 1637 132 2307 7124 6513 5754 2393 499 452 31 65 178
internal_value=0 -56.6313 -4087.73 -13038.2 -4565.59 -8243.69 -855.663 5358.74 15628.1 -5346.15 80372.6 124151 11740 23317 73351 257143 -6638.42 7598.54 -3128.71 24811.4 27.7367 9692.53 -25722.4 14707.2 -16929.2 -30423.9 -887.239 448760 154216 127006
internal_weight=0 3.68172e+06 75476 20024 12005 11055 55452 23261 12533 32191 710 415 11823 6281 662 148 10728 4501 3936 1769 3.60624e+06 15185 8019 12878 6227 3382 2845 84 358 293
internal_count=4073804 3681717 75476 20024 12005 11055 55452 23261 12533 32191 710 415 11823 6281 662 148 10728 4501 3936 1769 3606241 15185 8019 12878 6227 3382 2845 84 358 293
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 1 1 0 6 1 6 0 1 0 6 3 0 6 4 0 4 0 0 0 6 0 0 0 1
split_gain=1.14504e+13 1.24896e+14 2.02487e+14 1.88097e+14 1.5128e+14 1.32692e+14 1.1955e+14 1.584e+14 1.50657e+14 1.94529e+14 1.48533e+14 1.3957e+14 1.33966e+14 3.2541e+14 2.23464e+14 1.99977e+14 1.52822e+14 1.66474e+14 1.94039e+14 1.45778e+14 3.86367e+14 2.37722e+14 2.1631e+14 1.38262e+14 1.3783e+14 1.32089e+14 1.43203e+14 1.26958e+14 1.23329e+14 1.23193e+14
threshold=82.918694400000007 82.92647190000001 55.030407050000001 55.039488700000007 9.5000000000000018 21.500000000000004 82.860505900000007 65.64204770000002 54.980317700000008 51.805000000000007 82.911604200000014 40.905000000000008 57.174562350000009 82.648284550000014 57.205086850000008 86.030000000000015 1.5000000000000002 54.988402950000008 112.00500000000001 8.5000000000000018 55.080855950000007 7.5000000000000009 55.080855950000007 57.113979900000011 60.05226170000001 60.005000000000003 54.988402950000008 55.026775150000006 55.014210500000011 65.534455000000023
decision_type=2 2 2 2 2 2 2 2 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 -2 -6 7 29 9 -8 11 -10 13 15 -14 23 -15 18 -18 21 -21 -19 -23 27 -16 -12 -27 -9 -17 -1
right_child=1 -3 3 -5 5 -7 8 12 10 -11 25 -13 14 16 24 28 17 19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-13.210711577861801 -6521.1148363275233 -162.46832379975814 64680.742601418264 407.80765812962625 -36148.534001612832 26325.061204207137 2866.1845249571861 -10974.286423943351 11955.800412897288 -16700.774410110036 7954.1308049249874 1071.3951228457975 33610.802616160057 15620.801035905359 -16145.878938768212 -19791.584694569148 6298.737191078525 -2245.3089001041967 -195191.98476562501 -13712.486675040673 -100005.93052794093 27913.597901642632 289725.14786538179 56.562098062991154 9679.8834005953777 252311.24461206899 29302.485341027626 -29458.421778619024 -108376.71424933184 4404.2415594909671
leaf_weight=3046425 5575 791523 501 4995 4190 370 15959 7679 16056 7454 6509 44247 2195 4823 3844 268 11171 6394 48 7766 556 78 53 4517 4469 29 4063 7200 380 64467
leaf_count=3046425 5575 791523 501 4995 4190 370 15959 7679 16056 7454 6509 44247 2195 4823 3844 268 11171 6394 48 7766 556 78 53 4517 4469 29 4063 7200 380 64467
internal_value=0 -337.275 -9189.13 6266.75 -17570.5 -31079.4 83.337 -20.9738 3591.81 -3363.35 5888.45 3969.43 -5049.05 -7169.99 5231.29 -17092.6 -731.172 -3756.78 5436.67 -10703.7 -19477.8 486.772 133837 -15266.9 -2262.16 16804.7 30882.9 -19918.8 -71739.7 78.3321
internal_weight=0 807154 15631 5496 10135 4560 3.26665e+06 3.17233e+06 94317 23413 70904 60303 61441 50933 10508 20044 30889 26066 11219 14847 8322 6525 131 19396 8313 10601 4092 14879 648 3.11089e+06
internal_count=4073804 807154 15631 5496 10135 4560 3266650 3172333 94317 23413 70904 60303 61441 50933 10508 20044 30889 26066 11219 14847 8322 6525 131 19396 8313 10601 4092 14879 648 3110892
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 4 4 6 0 4 4 2 3 3 4 0 0 0 6 2 3 5 0 0 2 1 2 1 4
split_gain=1.11575e+13 3.84873e+13 1.47439e+14 8.88539e+13 1.0551e+14 6.65632e+13 1.16411e+14 7.74438e+13 6.61495e+13 8.84768e+13 1.89756e+14 8.12709e+13 1.36054e+14 1.44043e+14 1.22583e+14 1.5716e+14 1.22921e+14 1.0913e+14 1.07638e+14 1.0957e+14 7.97757e+13 7.60871e+13 7.32176e+13 7.07732e+13 7.02832e+13 1.00803e+14 6.78897e+13 6.47155e+13 6.28464e+13 6.18279e+13
threshold=112.00500000000001 53.888505650000006 53.341100000000004 54.604289300000012 49.300375350000003 83.754481100000007 3.5000000000000004 5.5000000000000009 128.05000000000004 53.175387700000009 9.5000000000000018 6.5000000000000009 7833.0000000000009 10.500000000000002 4.5000000000000009 7.5000000000000009 51.567244500000008 51.659529100000007 45.036141150000006 189.00000000000003 2828.5000000000005 2.5000000000000004 4.5000000000000009 44.601833250000006 53.310923100000004 6680.0000000000009 39.231261550000006 13916.000000000002 50.136929700000003 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 4 -3 6 -4 -7 -2 11 22 18 13 14 15 -13 23 -15 -10 -20 26 -12 24 -17 25 28 -16 -14 -11 -5
right_child=1 3 5 29 -6 7 -8 -9 9 10 21 12 27 17 20 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=21.637851499429555 -8872.8415556824784 77690.134675276364 67920.520910154082 7091.1627379209749 -42584.826199309362 -83994.213239624034 -84819.123601575295 21486.629541655297 3139.1225598106089 165139.87412846403 -141101.83349609375 123825.85777906055 -52019.019155113725 -13927.413438675692 188305.60273437502 39104.324062100044 -167073.93776855469 100336.82413793105 -47648.062992406391 10208.813141832856 32102.241498346033 5058.7412635216351 -4795.9650053879313 -16813.05998174466 32062.690912050191 339049.58668750001 -7834.1808124999998 25462.453113425927 26213.73550531915 -1922.0789956917845
leaf_weight=4005334 10253 294 56 9644 97 100 458 229 2064 106 40 94 535 2129 60 293 48 87 1160 456 2494 325 58 995 66 25 25 135 47 36097
leaf_count=4005334 10253 294 56 9644 97 100 458 229 2064 106 40 94 535 2129 60 293 48 87 1160 456 2494 325 58 995 66 25 25 135 47 36097
internal_value=0 -1265.76 -4672.88 384.03 47852.1 -45697 -68178.2 -10574.4 -3063.98 2233.85 37557.9 5.84746 6410.33 11018.8 22328.3 -1154.79 -9948.34 -9441.41 -11993.9 -31322.1 35349.2 -10958.9 96195.6 -4092.72 120202 152883 130617 -36407.1 122463 -21.7335
internal_weight=0 68470 22338 46132 391 843 514 329 21495 11242 667 10575 6895 6225 4009 1430 1336 2216 3680 1616 2579 365 302 1288 244 178 85 670 153 45741
internal_count=4073804 68470 22338 46132 391 843 514 329 21495 11242 667 10575 6895 6225 4009 1430 1336 2216 3680 1616 2579 365 302 1288 244 178 85 670 153 45741
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=0 1 0 6 4 5 6 6 6 0 1 1 4 6 1 6 1 1 0 0 3 6 2 0 4 4 4 4 6 4
split_gain=1.1233e+13 1.64569e+14 1.28295e+14 1.79753e+14 1.51399e+14 1.49449e+14 3.04518e+14 1.5225e+14 1.2439e+14 1.11994e+14 1.71871e+14 1.7439e+14 1.4042e+14 1.85484e+14 1.40024e+14 2.13874e+14 1.64358e+14 1.25336e+14 1.24098e+14 1.09892e+14 1.07585e+14 1.07268e+14 1.042e+14 1.01994e+14 3.351e+14 1.58241e+14 2.3519e+14 1.27126e+14 1.16201e+14 2.71104e+14
threshold=54.94110555000001 20.507515800000004 54.962581500000006 87.395000000000024 11.500000000000002 2.5000000000000004 72.50500000000001 87.015000000000015 134.05000000000004 54.86311005000001 82.958608050000009 82.975438000000011 16.500000000000004 99.050000000000011 52.380799750000001 59.815000000000005 37.425454150000007 72.839788400000018 54.916864950000011 54.943815050000005 9.5000000000000018 62.995000000000012 1696.0000000000002 54.916864950000011 11.500000000000002 9.5000000000000018 6.5000000000000009 5.5000000000000009 49.485000000000007 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=9 19 3 5 8 21 -7 -8 -5 22 14 -12 23 18 16 17 -11 -16 -14 -2 -6 -3 -1 24 25 26 27 -13 -25 -30
right_child=1 2 -4 4 20 6 7 -9 -10 10 11 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-10380.609600223348 123779.20559375077 -3097.4713482093571 36.597658485696115 -36685.089816988984 275125.25312499999 16889.518212274834 -13217.495397187779 4317.8860479212844 -287509.18125000002 -9692.0976142140917 56930.171926323092 -14412.785741937281 43835.35580893408 -119240.74661458333 -41786.874239842902 -27613.512355132742 15349.073566453182 2454.1418418019653 -20020.699058815797 25476.158925325912 4900.9716796875 -12864.640014055978 143.28217611917805 8102.5357261762229 87496.968737675605 -50639.360154176771 29202.496457772402 -104228.66420089286 66039.288463173172 15424.325421016609
leaf_weight=9480 125 113073 2612784 1733 26 11173 9154 10785 20 3638 866 1584 395 156 674 3462 9377 12830 1326 1260 34 12486 1245157 4234 416 683 1651 175 1510 3537
leaf_count=9480 125 113073 2612784 1733 26 11173 9154 10785 20 3638 866 1584 395 156 674 3462 9377 12830 1326 1260 34 12486 1245157 4234 416 683 1651 175 1510 3537
internal_value=0 -113.753 -130.976 -2893.62 -34200.5 -2531.33 3673.25 -3732.61 -39546.7 242.399 5060.78 13246.5 10831.9 -14829 546.77 -5438.86 8349.47 246.022 -5364.6 34348.3 121998 -4068.75 63.764 14324.6 1986.14 -6704.92 2094.85 -23348.4 20319.1 30567.7
internal_weight=0 2.77265e+06 2.77127e+06 158484 1813 156671 31112 19939 1753 1.30115e+06 46514 16533 15667 1877 29981 16966 13015 13504 1721 1385 60 125559 1.25464e+06 13790 4509 4093 3410 1759 9281 5047
internal_count=4073804 2772653 2771268 158484 1813 156671 31112 19939 1753 1301151 46514 16533 15667 1877 29981 16966 13015 13504 1721 1385 60 125559 1254637 13790 4509 4093 3410 1759 9281 5047
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 0 4 1 7 1 4 4 4 2 1 7 0 0 3 0 6 1 3 4 1 0 0 1 1 1
split_gain=1.22133e+13 5.62076e+13 1.66649e+14 1.99537e+14 1.93736e+14 1.74554e+14 2.51631e+14 2.29575e+14 1.92048e+14 3.96339e+14 1.72209e+14 2.35351e+14 1.70809e+14 1.6607e+14 1.37981e+14 1.36025e+14 3.38657e+14 1.49999e+14 1.76312e+14 1.26908e+14 1.19906e+14 1.27463e+14 1.19587e+14 1.05649e+14 1.3e+14 1.03773e+14 1.43662e+14 1.82858e+14 1.24992e+14 2.61027e+14
threshold=9.5000000000000018 1.5000000000000002 45.005000000000003 63.855000000000011 59.933037250000005 59.982409200000006 6.5000000000000009 30.242318500000007 6.0000000000000009 30.315889700000003 6.5000000000000009 8.5000000000000018 4.5000000000000009 2865.5000000000005 30.277905650000005 6.0000000000000009 59.933037250000005 59.905532300000012 4.5000000000000009 59.939085000000013 57.005000000000003 30.315889700000003 5.5000000000000009 5.5000000000000009 30.277905650000005 45.073441650000007 44.990874950000006 38.893394150000006 39.873894000000007 37.804148700000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 -7 -6 19 10 12 22 -10 23 -13 -1 17 -17 -19 -9 -21 -22 -12 -4 -25 26 28 -28 29 -3
right_child=-2 25 3 -5 5 6 -8 8 9 -11 11 14 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=632.29884384513184 161.27803952601931 5335.3534097398488 9064.117739307314 -15150.62223367548 -77741.922516568025 40041.146906401933 -44584.367122355354 -9202.0901388888888 -32207.952545797412 -48081.688245509831 -23897.077943775614 43426.889932016231 243750.31850733902 13513.558014305714 193728.04331887735 -3146.1929377696815 -37424.323346223762 -12704.21050563674 117975.90111908785 141066.30942506951 -74052.585820312495 130403.43342363912 91270.861142539987 -98973.95233621278 -4940.9968398960373 -914.90347644735721 -37530.273682370251 7009.6472077578501 2945.5657583766333 -10130.790750573899
leaf_weight=541598 2181312 17788 7626 3866 131 842 603 90 29 388 305 104 99 17479 148 54664 2958 193 222 472 60 62 128 149 11075 1098230 939 50194 53818 28232
leaf_count=541598 2181312 17788 7626 3866 131 842 603 90 29 388 305 104 99 17479 148 54664 2958 193 222 472 60 62 128 149 11075 1098230 939 50194 53818 28232
internal_value=0 -185.891 573.548 6538.67 8646.01 31253.1 4726.83 50266.1 59162.2 35073.9 74759.5 54864.5 181229 6492.27 131699 139.261 -4461.74 -2691.49 57201.8 101458 118224 29851.3 10147.9 -18.3394 -6189.3 -576.974 1881.28 6191.72 -326.356 -4152.7
internal_weight=0 1.89249e+06 643291 43656 39790 3461 1445 2016 1885 1201 813 685 128 36329 252 599635 58037 55079 415 684 594 122 433 18850 11224 1.2492e+06 150971 51133 99838 46020
internal_count=4073804 1892492 643291 43656 39790 3461 1445 2016 1885 1201 813 685 128 36329 252 599635 58037 55079 415 684 594 122 433 18850 11224 1249201 150971 51133 99838 46020
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=6 6 4 1 7 4 0 0 1 4 4 4 7 4 3 1 4 0 5 0 1 4 0 1 6 4 0 7 6 6
split_gain=1.16161e+13 4.65775e+13 4.18177e+13 4.02078e+13 4.90688e+13 3.91076e+13 3.88202e+13 4.29967e+13 3.66635e+13 3.69405e+13 6.56397e+13 9.31681e+13 6.03714e+13 4.71234e+13 3.58663e+13 3.5538e+13 5.45213e+13 4.25484e+13 4.25556e+13 3.93799e+13 3.54123e+13 3.60007e+13 5.38639e+13 5.76213e+13 3.51184e+13 3.49189e+13 4.14636e+13 3.64305e+13 3.43529e+13 3.28967e+13
threshold=31.005000000000006 33.57500000000001 22.500000000000004 30.315889700000003 6.0000000000000009 10.500000000000002 56.818587550000011 59.982409200000006 30.242318500000007 16.500000000000004 20.500000000000004 19.500000000000004 6.0000000000000009 24.500000000000004 12.500000000000002 37.374856000000008 10.500000000000002 59.990753350000013 1.5000000000000002 59.963561900000009 30.438492500000006 23.500000000000004 60.002985000000002 30.345769800000003 33.005000000000003 11.500000000000002 59.990753350000013 6.0000000000000009 32.515000000000008 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=2 3 -1 5 15 -2 -4 -8 9 -7 11 -11 -13 -12 -14 16 -5 18 19 -18 21 22 23 -6 -17 26 -10 -28 -22 -3
right_child=1 29 6 4 20 8 7 -9 25 10 13 12 14 -15 -16 24 17 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-340.36287683683196 445.4313396057405 -1108.8981024024445 -2452.9419937994503 -7150.7502314129861 -3278.3638578017317 -6314.9270862081785 -23179.872207011074 -3135.1069639985262 13215.785026041667 17672.245261945165 -15750.756829169326 10384.497561922941 79319.187768841919 22794.34299231759 173864.4548622533 2101.8810057200058 12040.379605170776 -6390.3608654763466 -69008.011806800714 56964.312228656607 -5795.4521889148873 -6989.4456356136816 -31534.729955111416 33061.419572398663 8321.0432718634111 20925.849933817695 237174.09572265623 81331.297096354174 750.92646354792203 50.12050237187163
leaf_weight=264707 3964 264268 9797 9297 662 1242 2299 2002 66 738 753 66 85 548 76 121809 2594 1688 61 211 19057 1081 220 1280 9811 1700 20 60 13836 3339806
leaf_count=264707 3964 264268 9797 9297 662 1242 2299 2002 66 738 753 66 85 548 76 121809 2594 1688 61 211 19057 1081 220 1280 9811 1700 20 60 13836 3339806
internal_value=0 45.7694 -622.998 1567.89 1239.17 7974.5 -5929.81 -13849.6 13548.9 7545.94 15143.1 34905 90930.4 484.996 123949 2058.42 -2759.71 6204.61 13622.7 15419.7 -2058.86 7910.92 15361.1 20673.7 2565.46 24956.4 71887.7 120292 -3041.81 -34.8643
internal_weight=0 3.795e+06 278805 190925 181607 9318 14098 4301 5354 3508 2266 965 227 1301 161 145471 13851 4554 2866 2805 36136 3243 2162 1942 131620 1846 146 80 32893 3.60407e+06
internal_count=4073804 3794999 278805 190925 181607 9318 14098 4301 5354 3508 2266 965 227 1301 161 145471 13851 4554 2866 2805 36136 3243 2162 1942 131620 1846 146 80 32893 3604074
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=2 4 7 4 1 0 1 0 1 0 6 0 3 0 1 6 0 0 1 6 4 6 1 0 0 6 7 0 6 6
split_gain=1.08968e+13 7.94909e+13 2.42931e+14 2.11488e+14 1.69607e+14 1.70499e+14 1.52821e+14 2.52859e+14 1.48503e+14 1.50816e+14 1.46525e+14 1.55027e+14 1.34834e+14 1.69203e+14 1.24381e+14 1.91467e+14 1.34052e+14 1.84075e+14 2.79369e+14 2.19199e+14 2.81668e+14 1.51844e+14 1.39857e+14 1.33788e+14 1.16094e+14 1.11249e+14 1.10212e+14 1.07608e+14 1.05405e+14 1.01207e+14
threshold=36.000000000000007 5.5000000000000009 6.0000000000000009 8.5000000000000018 37.234509300000006 55.539595350000006 37.600779750000008 55.710673100000008 37.631035900000008 55.667390500000003 36.405000000000008 55.622114900000007 1.5000000000000002 55.633951400000008 37.586700500000006 69.605000000000004 55.883833400000007 55.783232450000007 37.563506350000004 42.005000000000003 7.5000000000000009 55.015000000000008 37.543519500000009 55.520061350000013 55.390026600000006 37.310000000000009 6.0000000000000009 55.858844800000007 106.49500000000002 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 9 -8 11 -1 13 -5 16 -16 17 18 21 20 25 -6 -19 -23 -12 -20 -10 -15 -9 -4
right_child=-2 3 29 12 6 -7 7 28 26 -11 24 -13 -14 27 15 -17 -18 22 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-39057.407317956204 45.311608947544848 -136968.82855308219 -74546.854603581334 8021.0651546648505 -5321.3484435449218 14587.525358288494 -31326.270609595071 17541.245043643572 -34792.11916127563 -177071.5706542969 -78295.502258402514 15891.034141003342 -175.17058220943829 -24834.748849178864 134987.47280964811 -65968.005807291673 124631.35947489267 15200.078208705359 185425.91275000002 59025.292540597584 84107.472941946471 200816.88486519607 -56029.413169238942 36113.502571146753 -8213.5928214824489 451860.21696428576 83651.415921118954 5273.5398533058824 -125924.08278245194 75893.655672200533
leaf_weight=576 3783399 146 654 3182 1250 151 142 3378 506 142 240 4728 247852 6446 226 60 131 714 25 431 94 51 449 1496 15645 42 93 1455 52 48
leaf_count=576 3783399 146 654 3182 1250 151 142 3378 506 142 240 4728 247852 6446 226 60 131 714 25 431 94 51 449 1496 15645 42 93 1455 52 48
internal_value=0 -590.32 -6384.71 -117.924 14473.4 -59914.9 16853.6 3081.05 -44640.7 -104199 -4467.26 9923.78 -657.714 -11449 28808 92829 24898.1 22027.9 33808.1 96215.8 195776 20599.1 -12299.5 41543.3 -9272.43 352444 -16402.7 -19290.2 15366.3 -64260.3
internal_weight=0 290405 21891 268514 9579 297 9282 4313 883 284 21189 5304 258935 11083 4969 286 4683 4552 3389 592 161 2797 1163 1547 15885 67 599 7901 3430 702
internal_count=4073804 290405 21891 268514 9579 297 9282 4313 883 284 21189 5304 258935 11083 4969 286 4683 4552 3389 592 161 2797 1163 1547 15885 67 599 7901 3430 702
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=6 7 0 5 1 5 0 4 5 4 3 1 1 1 3 6 5 4 0 3 2 2 1 1 4 0 4 5 1 5
split_gain=1.07275e+13 1.59653e+13 1.95106e+13 2.94304e+13 3.77645e+13 2.76862e+13 5.86398e+13 1.9056e+13 1.84947e+13 2.25449e+13 1.7777e+13 1.7699e+13 1.5619e+13 1.99397e+13 1.44767e+13 1.4077e+13 2.51574e+13 2.93686e+13 2.08045e+13 1.77392e+13 4.20156e+13 1.99541e+13 5.12168e+13 3.95925e+13 1.98367e+13 2.47786e+13 1.78654e+13 2.9647e+13 2.47802e+13 2.06618e+13
threshold=19.050000000000004 6.0000000000000009 57.892117950000006 3.5000000000000004 59.317422600000008 4.5000000000000009 54.988402950000008 9.5000000000000018 3.5000000000000004 9.5000000000000018 5.5000000000000009 41.966773150000002 65.493200550000012 65.574968200000015 4.5000000000000009 15.450000000000001 1.5000000000000002 3.5000000000000004 55.850146250000009 2.5000000000000004 75.000000000000014 75.000000000000014 37.586700500000006 37.649344350000007 4.5000000000000009 43.687280500000007 5.5000000000000009 1.5000000000000002 38.965413050000002 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 7 -5 8 -7 -4 12 10 14 -11 15 -14 -10 19 18 -18 -17 20 -1 22 -21 -24 25 -23 29 28 -28 -26
right_child=-2 -3 3 4 -6 6 -8 -9 9 11 -12 -13 13 -15 -16 16 17 -19 -20 21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-53459.197523970171 11.559349376659036 7641.094975808327 1221.1863077020078 163564.72215401789 -674.88011997767853 79852.881015625011 -121633.5916841947 47875.007851463859 6444.4449903178429 149996.51118607956 -55555.799631076392 33480.66552734375 -23548.052838656724 -5895.564955367021 82347.672412109387 -8373.713842623376 32867.336946614581 -98663.889446390094 4533.7792236345022 92808.881207275394 -1169.4436160473404 110808.14448529412 -135563.2865327381 23974.58908854167 -1244.118212672457 19216.120675564238 62696.71712548472 -3357.8009011740214 15494.291348331149 -37893.489018913315
leaf_weight=165 4053237 1504 757 28 28 20 52 99 117 22 36 32 725 5451 32 4047 24 58 1806 88 2237 34 21 60 1175 225 137 819 591 177
leaf_count=165 4053237 1504 757 28 28 20 52 99 117 22 36 32 725 5451 32 4047 24 58 1806 88 2237 34 21 60 1175 225 137 819 591 177
internal_value=0 -2278.06 -3060.64 11211.6 81444.9 -3777.75 -65665.1 6616.9 -3531.28 24102.2 7508.74 80950.1 -3901.49 -7967.79 22745.8 -1748.41 -5161.6 -60166.9 -4390.98 1787.51 -4761.37 6515.62 39993.1 -17387.1 4724.08 31239.8 2355.14 9693.95 24377.2 -6042.15
internal_weight=0 20567 19063 912 56 18151 72 856 18079 239 185 54 17840 6176 149 11664 5935 82 5853 5729 2402 3327 169 81 3158 259 2899 1547 728 1352
internal_count=4073804 20567 19063 912 56 18151 72 856 18079 239 185 54 17840 6176 149 11664 5935 82 5853 5729 2402 3327 169 81 3158 259 2899 1547 728 1352
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 6 6 3 1 3 0 5 5 6 1 0 0 6 1 4 3 6 1 6 0 4 1 0 1
split_gain=1.07027e+13 3.52099e+13 5.05638e+13 3.78223e+13 4.72958e+13 1.09821e+14 4.43767e+13 7.17957e+13 4.36501e+13 3.56994e+13 3.18131e+13 2.84685e+13 2.80569e+13 2.73701e+13 2.56598e+13 2.36684e+13 4.17884e+13 1.04537e+14 4.05045e+13 4.01414e+13 3.37522e+13 3.34335e+13 2.41771e+13 3.62608e+13 2.319e+13 2.30679e+13 2.28787e+13 5.99279e+13 5.8975e+13 5.49428e+13
threshold=25.500000000000004 60.605526900000008 60.620042600000012 56.838524800000009 55.039488700000007 56.760749800000006 134.05000000000004 87.395000000000024 28.500000000000004 60.590708550000009 35.500000000000007 59.864072000000007 2.5000000000000004 3.5000000000000004 118.04500000000002 37.475446350000006 55.676890650000011 55.60524465000001 62.010000000000012 37.318079750000003 31.500000000000004 32.500000000000007 62.625000000000007 37.374856000000008 93.050000000000011 56.838524800000009 30.500000000000004 37.503969450000007 55.539595350000006 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 -4 -6 7 -7 -9 11 -8 13 -10 14 15 16 17 18 -2 20 -18 22 -21 -24 -3 -11 27 -17 -28 -29
right_child=1 2 3 -5 5 6 10 8 12 25 -12 -13 -14 -15 -16 26 19 -19 -20 21 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=-7.7176720926631592 -45995.238111413048 58758.636635044648 -9448.9542854606334 -31390.630505741006 153706.43942636988 3914.5111466436429 -94537.305074218762 202374.24851310486 -11855.058240927421 -52664.702225378787 54691.219531250004 -20170.395890220778 109703.57160395407 63811.98694557642 -78472.016778885692 -57371.65152504931 55558.577217850034 -187778.4434742647 146094.6449404762 16282.567511432928 -6618.6376091381117 97837.289861591053 146633.91578947369 35682.039432717829 168999.92129755436 1061.7195771630131 65829.593887255862 54536.938398836101 -3792.9545588792143 3376.324147267791
leaf_weight=4064589 23 112 308 165 73 233 50 31 31 198 20 517 49 76 38 103 102 34 21 451 606 78 38 131 23 134 125 343 4561 541
leaf_count=4064589 23 112 308 165 73 233 50 31 31 198 20 517 49 76 38 103 102 34 21 451 606 78 38 131 23 134 125 343 4561 541
internal_value=0 3404.14 20236.9 12178.6 21221.3 40618.4 20677.8 35446.7 101636 1134.21 -51900.6 2503.22 62599.6 4115.41 3484.85 3920 15163.7 -56081.7 45684 19116.1 2339.1 36133.5 28370.8 60629.8 77540.5 -30979.9 978.762 14816.1 -1935.76 23227.1
internal_weight=0 9215 1095 960 795 487 414 344 111 8120 70 7788 80 7271 7195 7157 1484 78 44 1406 708 698 620 169 135 332 5673 987 4686 884
internal_count=4073804 9215 1095 960 795 487 414 344 111 8120 70 7788 80 7271 7195 7157 1484 78 44 1406 708 698 620 169 135 332 5673 987 4686 884
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=4 3 3 4 5 6 5 1 2 6 6 0 1 6 0 1 0 0 6 1 1 0 1 6 5 6 6 1 0 6
split_gain=1.04677e+13 2.62873e+13 2.67981e+13 3.17532e+13 2.30815e+13 2.20833e+13 1.97155e+13 5.60622e+13 5.78722e+13 5.01293e+13 4.09924e+13 4.51142e+13 6.35494e+13 6.20627e+13 2.54369e+13 2.30577e+13 1.96273e+13 2.94098e+13 2.70004e+13 2.48811e+13 2.09258e+13 2.43651e+13 3.92987e+13 6.90637e+13 5.91518e+13 2.12264e+13 8.19283e+13 4.0938e+13 2.3776e+13 2.18329e+13
threshold=2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 59.815000000000005 4.5000000000000009 40.965343750000009 3191.5000000000005 168.45000000000002 104.01000000000001 55.520061350000013 38.782330450000011 130.05000000000004 47.319699650000011 28.601854300000003 45.177967300000006 45.036141150000006 71.715000000000018 39.044653900000007 47.899251850000006 43.687280500000007 39.908802000000009 93.050000000000011 2.5000000000000004 84.00500000000001 82.00500000000001 41.912736000000002 45.029425500000009 104.01000000000001
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 -1 -5 -4 15 8 10 -9 -8 12 -12 -14 -10 -7 17 20 -19 -20 21 22 23 24 -6 26 -23 28 -27 -29
right_child=-2 -3 5 4 16 6 7 9 14 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-1225.0901154150442 -26.972520038991448 96148.470191271568 267.44904213766841 -287.56845073363354 96207.880875428091 -72842.609472656259 -87865.269719827586 2020.9117304687502 229613.8493359375 -138538.17447150737 -153805.23006835938 127226.95135456434 -6285.8162905649042 184847.31779891305 84962.871471774197 -5432.0364117993713 3965.0037693037916 16556.303577913623 66783.097879464287 -19971.498019330931 -60414.437669836952 4702.6695162269853 12765.435821011342 244827.49249999999 -56337.592788461538 -28701.565337074531 183018.85961538463 -480.42906605113643 -137896.52713068182 143882.04240722657
leaf_weight=18645 3961637 29 37169 11163 73 51 29 100 20 34 20 44 65 23 31 9993 29752 857 217 39 46 2867 538 20 39 213 26 22 22 20
leaf_count=18645 3961637 29 37169 11163 73 51 29 100 20 34 20 44 65 23 31 9993 29752 857 217 39 46 2867 538 20 39 213 26 22 22 20
internal_value=0 952.645 928.026 2255.13 3668.4 -872.693 -4943.58 17854.1 47598.4 -33643.3 21086.7 41873.6 7100.05 43669.4 141689 -5774.32 4939.16 10737 25069 53566.6 6632.08 7435.24 24761.7 73655.8 43089.4 3773.17 6305.23 -22671.8 -38924.1 68263.6
internal_weight=0 112167 112138 64559 45914 47579 10410 366 232 134 181 152 108 88 51 10044 34751 4999 1113 256 3886 3840 670 132 112 3170 2893 277 235 42
internal_count=4073804 112167 112138 64559 45914 47579 10410 366 232 134 181 152 108 88 51 10044 34751 4999 1113 256 3886 3840 670 132 112 3170 2893 277 235 42
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 6 3 4 4 0 3 3 0 6 4 3 1 1 6 1 2 4 4 1 0 1 4 1 1 1
split_gain=1.0462e+13 5.38953e+13 1.68185e+14 1.36678e+14 1.05739e+14 1.50437e+14 1.3068e+14 1.49193e+14 1.13182e+14 1.15804e+14 1.03294e+14 2.30257e+14 1.69836e+14 1.03493e+14 1.18655e+14 1.51914e+14 9.43884e+13 8.92773e+13 8.86079e+13 9.6679e+13 9.88197e+13 8.34793e+13 1.24492e+14 1.04147e+14 9.24653e+13 7.67764e+13 8.77726e+13 7.617e+13 1.24942e+14 1.2445e+14
threshold=45.001720900000002 45.053967500000006 38.893394150000006 46.010000000000012 112.00500000000001 81.02500000000002 13.500000000000002 21.500000000000004 19.500000000000004 45.040161900000008 20.500000000000004 21.500000000000004 45.015054600000006 116.05000000000001 14.500000000000002 12.500000000000002 38.927872750000006 38.977585500000011 94.02500000000002 39.178027400000005 2892.5000000000005 21.500000000000004 16.500000000000004 39.069277450000008 45.040161900000008 39.029038350000008 9.5000000000000018 38.989878900000008 39.029038350000008 39.069277450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 8 27 9 18 13 12 -12 14 -6 16 -16 -4 19 25 -21 22 -5 -23 -24 26 -7 -8 -29 -30
right_child=1 -3 3 4 10 6 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-638.76378810619985 -43550.37523976701 -29.960235610414941 -8768.5957770938894 2859.2614727575515 14944.028674649931 55584.186275664149 96186.515681196339 11671.167511609636 -11574.393908058759 40590.002087799323 439120.98250000004 -18878.382975421377 107618.61223539466 -7024.9589106225139 40862.423828125 12261.128870738637 -141222.26476577643 774.31201721195771 -3163.2580595242825 -140974.14710115132 -2443.2100083456703 -266.92988063167326 8741.0841395402585 -32352.601617764911 29150.665225099932 52363.745878387817 5419.4408973336467 -16811.061446496213 129317.35633199441 23647.734913563832
leaf_weight=241227 804 3702941 12653 40147 183 457 444 1060 1745 1599 20 158 68 3648 32 121 258 43531 2705 57 533 4797 7012 1282 3248 923 1473 231 212 235
leaf_count=241227 804 3702941 12653 40147 183 457 444 1060 1745 1599 20 158 68 3648 32 121 258 43531 2705 57 533 4797 7012 1282 3248 923 1473 231 212 235
internal_value=0 40.2046 2044.4 2328.94 5193.33 6172.3 16506.4 38573.5 11433.7 16616.2 -9674.41 53324 182960 -13327.8 -52036 -81859.2 -121130 -1374.81 10381 21022 -15826.7 4036.54 5371.57 -7033.48 15202.1 28642.3 17297.8 63989.3 42904.3 73764
internal_weight=0 3.83258e+06 129636 128832 72648 68160 11674 2182 9492 7747 4488 246 88 4242 594 411 290 56184 6148 3443 590 56486 50407 6079 10260 2853 1930 1122 678 447
internal_count=4073804 3832577 129636 128832 72648 68160 11674 2182 9492 7747 4488 246 88 4242 594 411 290 56184 6148 3443 590 56486 50407 6079 10260 2853 1930 1122 678 447
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=6 7 4 1 3 4 0 0 5 1 1 2 0 0 0 5 1 4 1 0 5 3 5 5 4 1 3 2 2 1
split_gain=1.04035e+13 1.62924e+13 2.46617e+13 1.76789e+13 3.74242e+13 7.44893e+13 5.04053e+13 3.59827e+13 5.48759e+13 3.44822e+13 3.62142e+13 4.94047e+13 3.20811e+13 9.13214e+13 6.97082e+13 3.74988e+13 2.77807e+13 2.71058e+13 2.5568e+13 2.23803e+13 4.31204e+13 2.16823e+13 2.76397e+13 9.40904e+13 8.97434e+13 7.92295e+13 7.44153e+13 5.35743e+13 6.68859e+13 7.45615e+13
threshold=247.90000000000001 6.0000000000000009 18.500000000000004 39.044653900000007 2.5000000000000004 3.5000000000000004 45.055912800000009 55.579943700000008 4.5000000000000009 37.543519500000009 30.157841000000001 2828.5000000000005 45.029425500000009 45.00849250000001 45.055912800000009 3.5000000000000004 39.689978950000004 8.5000000000000018 30.345769800000003 45.067157700000003 4.5000000000000009 13.500000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 40.024897700000004 8.5000000000000018 2851.5000000000005 5261.5000000000009 47.386825600000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -2 12 17 10 -8 -12 13 15 -14 -7 -5 -9 -19 -16 -21 22 -18 24 -24 -25 27 -26 29 -29
right_child=1 2 -4 16 5 7 9 8 -10 -11 11 -13 14 -15 19 -17 21 18 -20 20 -22 -23 23 25 26 -27 -28 28 -30 -31
leaf_value=-4.4756732576636891 -135679.55793372844 -4706.2101398174582 -85488.051744186057 -51998.001391882186 203802.02157031253 -9771.3876860119053 68002.958175048829 72080.242355769238 -122320.8486328125 43780.602742365059 -118609.87069627194 60815.705410621282 179206.13851396277 -146250.41573660713 -27575.254753483954 177047.97812500002 19686.656364367849 86128.599338942324 -22297.697691173125 26261.842191840278 163013.32197580647 71435.946875000009 35728.006751971378 154357.6720352564 -219821.01929408486 8088.4409049301776 58882.563381410262 -111370.30646446079 -124310.91797643946 48582.275126378678
leaf_weight=4070611 29 312 43 87 25 21 25 65 32 110 57 21 47 28 37 22 710 26 133 90 31 49 107 39 28 734 39 51 127 68
leaf_count=4070611 29 312 43 87 25 21 25 65 32 110 57 21 47 28 37 22 710 26 133 90 31 49 107 39 28 734 39 51 127 68
internal_value=0 5705.83 -14491.1 8232.22 20840.5 35105.9 -11993.4 27178.4 174.603 4846.51 -36733.6 -70303 52225.5 -5706.41 72289.7 85810.6 3291.55 17674 -4567.61 40485.4 61297.3 5755.79 4064.6 -5232.68 -43332 15468.1 -70358.9 -88754.6 -73836.5 -19968.8
internal_weight=0 3193 355 2838 799 557 242 532 256 213 103 78 276 71 205 43 2039 224 159 158 121 1952 1903 1193 420 773 313 274 246 119
internal_count=4073804 3193 355 2838 799 557 242 532 256 213 103 78 276 71 205 43 2039 224 159 158 121 1952 1903 1193 420 773 313 274 246 119
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=6 5 0 0 4 4 1 0 2 0 1 4 0 1 0 0 6 4 4 1 7 6 6 1 6 0 5 1 1 6
split_gain=1.02274e+13 5.8982e+13 5.65835e+13 1.3661e+14 1.69828e+14 1.85341e+14 1.76759e+14 1.33127e+14 1.09558e+14 1.02213e+14 1.30791e+14 1.68486e+14 1.30173e+14 1.63881e+14 1.67448e+14 1.40831e+14 1.23572e+14 1.49617e+14 1.39619e+14 1.40302e+14 1.85382e+14 1.73559e+14 1.46884e+14 2.94003e+14 1.2288e+14 1.15619e+14 1.08607e+14 1.05609e+14 1.0338e+14 1.02717e+14
threshold=68.00500000000001 3.5000000000000004 53.175387700000009 53.244414800000008 11.500000000000002 4.5000000000000009 50.136929700000003 52.960348700000004 5972.5000000000009 53.715816400000008 83.754481100000007 4.5000000000000009 54.73499850000001 30.084656550000002 59.764576050000009 59.838047850000002 81.02500000000002 4.5000000000000009 11.500000000000002 20.507515800000004 6.0000000000000009 96.050000000000011 94.02500000000002 56.805602900000004 122.65000000000002 54.707511300000007 1.5000000000000002 28.601854300000003 83.050033500000012 87.015000000000015
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 7 4 5 -4 -7 -2 -9 10 11 -5 16 14 27 -16 -11 -18 19 20 21 -19 -21 -24 -13 -23 29 -14 -28 -15
right_child=2 -3 3 9 -6 6 -8 8 -10 12 -12 24 13 26 15 -17 17 18 -20 22 -22 25 23 -25 -26 -27 28 -29 -30 -31
leaf_value=46.717384618412325 -1552.9583207632625 6276.8476075348226 -25917.793462872989 27882.698630490813 1668.4648470505538 75253.854510761899 19717.212863846125 -36103.73809096036 25387.818925298649 657.93298238335615 10061.929434884718 -15355.75539949009 -26230.326440954057 -25936.731969973924 86445.401331676141 -6092.5816117720169 -13147.941213548385 85570.400346969895 2137.6526987623834 22067.261932550464 -31801.654894632742 -187178.47061491935 78990.548173338582 -12717.968120300429 -70557.26131721244 10588.041126791388 -103.21714605212554 -78709.849850817511 6979.4916214080749 3584.3960680768878
leaf_weight=3307278 184281 15266 443 882 4379 1041 1275 1837 344 12533 2910 9078 2165 3078 176 2508 1599 387 3014 2649 789 31 1531 453 422 637 488927 466 21515 1910
leaf_count=3307278 184281 15266 443 882 4379 1041 1275 1837 344 12533 2910 9078 2165 3078 176 2508 1599 387 3014 2649 789 31 1531 453 422 637 488927 466 21515 1910
internal_value=0 75.3428 -333.213 165.44 13911.9 33344.4 44679.9 -1843.65 -26404.9 -10.5139 -8674.54 -13926.2 201.038 -128.32 -17598 -24.5172 7461.41 15150.1 19917.7 28191.4 4862.41 32282.3 37476.7 58051.1 -17807.9 1410.25 51.8228 -35525.4 195.317 -14632.5
internal_weight=0 3.32254e+06 751260 564798 7138 2759 2316 186462 2181 557660 13292 10382 544368 520745 5315 2684 23623 11090 9491 6477 1844 1055 4633 1984 9500 668 515430 2631 510442 4988
internal_count=4073804 3322544 751260 564798 7138 2759 2316 186462 2181 557660 13292 10382 544368 520745 5315 2684 23623 11090 9491 6477 1844 1055 4633 1984 9500 668 515430 2631 510442 4988
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=4 4 2 1 7 0 0 1 0 1 0 1 1 6 3 6 0 0 1 7 6 3 0 1 3 7 1 3 6 1
split_gain=1.04341e+13 5.52285e+13 1.80376e+14 1.59403e+14 2.24133e+14 4.94492e+14 3.28247e+14 2.1846e+14 2.08171e+14 4.46552e+14 3.44451e+14 2.67473e+14 1.88451e+14 1.87576e+14 1.80782e+14 1.76768e+14 1.75068e+14 1.53964e+14 5.64153e+14 1.88521e+14 1.42774e+14 1.81745e+14 1.69685e+14 2.22481e+14 1.50804e+14 1.42718e+14 1.94807e+14 1.40344e+14 1.85197e+14 1.39206e+14
threshold=9.5000000000000018 10.500000000000002 7029.0000000000009 30.157841000000001 6.0000000000000009 59.848366150000011 59.825842200000004 30.242318500000007 59.933037250000005 30.410676000000006 59.91832440000001 30.370944000000005 30.277905650000005 46.420000000000009 7.5000000000000009 36.905000000000008 60.01610465000001 59.950512650000007 30.260128500000004 6.0000000000000009 64.405000000000015 4.5000000000000009 59.982409200000006 30.303340300000002 9.5000000000000018 6.0000000000000009 30.260128500000004 9.5000000000000018 92.02500000000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -5 9 10 -9 -12 17 -13 -6 -8 20 18 19 -10 22 -22 23 -14 -24 -19 -27 -4 -29 -26
right_child=1 -3 27 7 5 -7 15 8 12 -11 11 13 16 -15 -16 -17 -18 25 -20 -21 21 -23 24 -25 29 26 -28 28 -30 -31
leaf_value=-171.81795908531183 -8734.712880587389 -180.74024173068398 226.06696090291109 -27621.414920995114 199929.46930803571 -16424.413317185306 -78472.764515625007 -46805.78743816942 152547.63274061415 3020.722102935043 43277.530249735632 185944.38554687501 211544.60713704431 -124799.02423051582 582994.40340909094 119006.96749516754 7691.6097789391633 -45485.046117800834 -82504.028115033216 2339.3462839426088 27711.355983217953 101797.50521818815 46766.561385352048 -8385.1416410636557 407399.67247869319 173920.872875 -46001.496342941813 -4899.0604257409277 -57067.521508930397 105544.27549414063
leaf_weight=1892492 754 1525805 340281 2355 28 445 50 3100 270 253912 857 22 48 166 22 485 2456 983 267 121 606 730 811 1102 22 75 87 44711 691 50
leaf_count=1892492 754 1525805 340281 2355 28 445 50 3100 270 253912 857 22 48 166 22 485 2456 983 267 121 606 730 811 1102 22 75 87 44711 691 50
internal_value=0 149.068 916.754 2899.99 32692.7 63019.2 123451 2701.7 2970.48 2489.23 -30068.7 19581.8 19251.4 -88435.4 368478 100551 27996.1 -9000.29 29547.6 106064 42798.1 68192.6 26109.9 794.535 59080.1 -31152.7 55814.4 -470.721 -5693.04 197778
internal_weight=0 2.18131e+06 655507 269824 1784 1030 585 268040 265685 258057 4145 1045 7628 188 50 535 5825 1803 658 391 3369 1336 2033 1150 883 1145 162 385683 45402 72
internal_count=4073804 2181312 655507 269824 1784 1030 585 268040 265685 258057 4145 1045 7628 188 50 535 5825 1803 658 391 3369 1336 2033 1150 883 1145 162 385683 45402 72
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 0 0 5 1 0 0 0 4 6 4 1 0 0 1 1 1 7 0 0 1 1 1 0 1 6
split_gain=1.03111e+13 6.51483e+13 3.47276e+14 1.65427e+14 1.9284e+14 2.72703e+14 1.48848e+14 1.07281e+14 8.4753e+13 8.21529e+13 9.17566e+13 6.46124e+13 9.22506e+13 6.56399e+13 5.8886e+13 2.40395e+14 2.40135e+14 2.00812e+14 2.38049e+14 2.36393e+14 3.24779e+14 3.4915e+14 2.23952e+14 2.19558e+14 1.9006e+14 4.29805e+14 4.97905e+14 4.47267e+14 5.28928e+14 4.42708e+14
threshold=451.00000000000006 36.865631950000008 12.500000000000002 55.696737300000009 55.876067900000002 56.309668500000008 55.418618900000006 2.5000000000000004 36.049731800000011 55.897267000000006 55.850146250000009 55.922096200000006 7.5000000000000009 57.995000000000012 16.500000000000004 38.247071200000008 55.710673100000008 55.622114900000007 37.768783500000005 37.503969450000007 37.425454150000007 6.0000000000000009 55.702806750000008 55.348830750000012 37.318079750000003 37.46219940000001 37.631035900000008 55.676890650000011 37.488790500000007 47.420000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 7 -1 -6 -4 10 -8 12 -11 -14 -3 17 -17 18 19 20 21 -16 24 -20 -19 -26 27 28 -27 -30
right_child=-2 14 3 4 5 -7 9 -9 -10 11 -12 -13 13 -15 15 16 -18 22 23 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=9061.8322839575285 -71.044766145431367 1324.1250207202706 -128741.548484375 -52054.003815569202 118039.98027083334 -23582.978466269415 -20061.996482191473 339197.62174899195 57101.134189768381 5000.7917956048977 -68224.988434024592 -9702.9112332781642 19918.088742897729 203128.01751302084 -5664.7481473276312 54467.467165353453 -1176.8346803836287 21989.459455830587 31891.590946926608 2221.0974091890234 -21859.593122568473 58987.657172274223 -1498.7797863781248 -22770.327337042338 -12663.610927646936 135050.73723239842 3319.2626477247063 5130.9563620864965 -8948.0497846804792 64192.395130736848
leaf_weight=3221 3396489 382689 25 392 75 162 5710 31 1332 239 425 6926 33 48 3564 1576 1527 6402 789 30528 11397 1091 155165 10700 12273 666 33179 3547 1288 2315
leaf_count=3221 3396489 382689 25 392 75 162 5710 31 1332 239 425 6926 33 48 3564 1576 1527 6402 789 30528 11397 1091 155165 10700 12273 666 33179 3547 1288 2315
internal_value=0 356.264 -5477.12 33704.9 -7359.83 58013.7 -10237.4 182718 53677.4 -14883 -23398.5 -7673.16 36258.2 128487 521.153 -592.184 27084.7 -906.878 -6124.47 -2944.65 -12769 9487.94 503.416 -19016.5 5709.9 3753.34 8668.21 31374.6 53179.7 38046.2
internal_weight=0 677315 18619 2017 660 268 16602 106 1357 13381 6135 7246 320 81 658696 276007 3103 272904 58069 46580 16052 4655 214835 11489 59670 53268 40995 7816 4269 3603
internal_count=4073804 677315 18619 2017 660 268 16602 106 1357 13381 6135 7246 320 81 658696 276007 3103 272904 58069 46580 16052 4655 214835 11489 59670 53268 40995 7816 4269 3603
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=0 0 2 7 0 6 2 0 6 2 6 1 1 4 4 1 6 0 0 1 1 4 2 3 4 1 0 2 0 1
split_gain=1.04178e+13 2.74924e+14 2.99544e+14 1.22085e+14 1.85064e+14 2.02513e+14 1.85412e+14 2.02049e+14 1.62176e+14 2.23797e+14 1.78703e+14 1.49226e+14 1.48568e+14 1.89806e+14 3.03304e+14 1.3899e+14 1.3016e+14 1.19697e+14 2.19645e+14 3.61545e+14 2.37125e+14 3.58248e+14 1.22325e+14 1.15924e+14 1.15685e+14 1.22206e+14 1.08614e+14 1.08005e+14 3.98167e+14 4.12063e+14
threshold=55.026775150000006 55.017684700000011 5261.5000000000009 6.0000000000000009 55.007293000000011 63.005000000000003 2200.0000000000005 54.973017600000006 39.995000000000012 2200.0000000000005 87.395000000000024 38.066230450000006 39.231261550000006 24.500000000000004 20.500000000000004 39.703507450000011 62.625000000000007 55.014086100000007 54.988402950000008 82.911604200000014 82.991167100000027 15.500000000000002 9907.0000000000018 9.5000000000000018 9.5000000000000018 39.366401150000009 51.707269950000004 2810.0000000000005 54.431501800000014 56.128886000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 12 -5 11 17 -10 13 14 -1 16 -14 18 22 -20 21 -21 -11 -7 -13 -26 -15 28 -8 -30
right_child=-2 2 -4 8 5 23 27 -9 9 10 -12 24 15 26 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1250.150479478579 -136.30506115947009 -60576.432404750449 8684.0732064505919 -2112.6818544486009 -3372.6394908128987 -13336.859057937916 -3860.1983809829508 -72942.503813100964 -23040.803686975134 1682.3125159852914 -7592.4011996720192 45480.4336544205 -15704.66514216312 -9030.9340060833802 165862.00036912272 2332.4131315260956 -45596.353888519028 -4773.7545898897342 -26236.587908944191 86514.602759873582 8977.3198332754837 20665.491417028548 21003.996020480263 -38881.896173312205 15561.207061400184 -16434.525279237019 -61071.998221714981 -289.34478441372278 14406.175210609297 -22262.630267408109
leaf_weight=30192 2359546 633 46162 99544 38651 7241 35321 455 1081 234767 18834 1180 6667 776 109 3154 1864 21237 2472 968 24621 5640 3323 2354 15407 1294 830 1072884 33221 3376
leaf_count=30192 2359546 633 46162 99544 38651 7241 35321 455 1081 234767 18834 1180 6667 776 109 3154 1864 21237 2472 968 24621 5640 3323 2354 15407 1294 830 1072884 33221 3376
internal_value=0 187.614 7747.18 -24.535 -529.221 -6600.67 -282.829 -6649.5 1426.19 2491.02 1849.68 13039 -5957.55 -2424.65 -649.008 -15604.5 -22235.9 2456.56 3021.52 10577.5 13491.6 30311.7 1951.98 -19604 15220.2 13082.2 -35926.4 -37.8673 3713.71 11023.6
internal_weight=0 1.71426e+06 46795 1.66746e+06 1.2371e+06 48246 1.18885e+06 44047 430368 330824 311862 18962 43592 31907 30301 11685 8531 293028 271791 33701 31229 6608 238090 9595 17881 16701 1606 1.1448e+06 71918 36597
internal_count=4073804 1714258 46795 1667463 1237095 48246 1188849 44047 430368 330824 311862 18962 43592 31907 30301 11685 8531 293028 271791 33701 31229 6608 238090 9595 17881 16701 1606 1144802 71918 36597
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=0 7 4 0 5 0 6 1 2 4 0 0 1 1 0 4 0 0 1 1 4 6 1 4 6 4 0 4 0 0
split_gain=1.09987e+13 1.13056e+14 2.98654e+14 4.5554e+14 2.54193e+14 3.33239e+14 1.96744e+14 1.76723e+14 1.70782e+14 3.33375e+14 1.6488e+14 3.11977e+14 3.35064e+14 5.81905e+14 3.02976e+14 2.56812e+14 4.71188e+14 3.89006e+14 5.43403e+14 2.82372e+14 2.65729e+14 1.92197e+14 1.81192e+14 1.80502e+14 1.6646e+14 2.02484e+14 1.62912e+14 1.59701e+14 1.48287e+14 1.9891e+14
threshold=59.825842200000004 6.0000000000000009 12.500000000000002 59.856552950000008 2.5000000000000004 60.05226170000001 40.610000000000007 30.472130500000002 3338.0000000000005 8.5000000000000018 59.898927250000007 59.882709350000006 30.226173900000003 30.472130500000002 60.028671700000011 19.500000000000004 59.91832440000001 59.982409200000006 30.370944000000005 30.242318500000007 20.500000000000004 37.005000000000003 30.425503950000003 18.500000000000004 58.755000000000003 20.500000000000004 59.905532300000012 26.500000000000004 59.950512650000007 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -4 -3 9 -9 11 12 -5 22 15 16 -12 18 19 -17 -21 -13 -14 -24 25 -19 -20 -28 29 -6
right_child=1 7 3 10 5 -7 -8 8 -10 -11 14 21 13 -15 -16 17 -18 24 26 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-53.621293083020433 2027.7210205910542 -623.29826497859688 6093.2854261572284 -15610.758595002406 -14650.616937631623 4608.1323087708033 34220.183409312784 -185516.73512418379 -5437.6609980500652 -24956.844181728491 46267.315927954813 18829.163770735355 36623.484183769309 -23054.886947382824 -2367.2483473905445 50854.32890940021 10789.806660345217 -44955.236580022574 -21108.550239057964 34346.748647973749 -82589.996404991267 -48209.533358317247 30566.004040764838 136634.88349758033 40182.213871349479 15918.523466602321 22318.306111008791 -108861.54919840496 -20904.540165834493 4668.5044884964918
leaf_weight=3681717 110573 130519 3662 4977 13969 18134 7750 134 9174 3701 4768 524 1868 1679 26047 217 17424 646 1695 219 1725 2326 257 427 2265 3545 2789 96 12360 8617
leaf_count=3681717 110573 130519 3662 4977 13969 18134 7750 134 9174 3701 4768 524 1868 1679 26047 217 17424 646 1695 219 1725 2326 257 427 2265 3545 2789 96 12360 8617
internal_value=0 503.507 1793.86 6606.26 -702.896 -6391.15 25194.5 -1731.1 -12845.7 -30567 3719.91 -6971.44 1977.34 22666.5 5818.3 11843 18412.2 796.275 -16005.7 -57339.4 -69416.6 -35883.8 52747.3 96781.5 18340 6535.45 3496.96 17953.2 -12098.8 -7279.99
internal_weight=0 392087 248559 84906 163653 53080 11412 143528 13009 3835 73494 12058 9208 4231 61436 35389 22192 13197 6741 2161 1944 2850 2552 684 6456 4191 4580 2885 34946 22586
internal_count=4073804 392087 248559 84906 163653 53080 11412 143528 13009 3835 73494 12058 9208 4231 61436 35389 22192 13197 6741 2161 1944 2850 2552 684 6456 4191 4580 2885 34946 22586
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=4 0 2 6 0 2 1 1 5 6 0 0 0 0 1 6 6 0 0 1 2 5 1 6 1 1 1 6 1 0
split_gain=1.007e+13 2.54144e+13 2.33193e+13 3.30777e+13 3.39553e+13 2.75803e+13 9.66616e+13 5.56711e+13 2.95501e+13 2.70623e+13 2.62465e+13 5.62267e+13 4.73029e+13 6.7436e+13 6.35912e+13 4.74942e+13 4.03645e+13 4.32392e+13 4.26219e+13 2.9164e+13 3.45662e+13 5.19792e+13 3.89699e+13 3.49561e+13 3.21396e+13 5.99392e+13 8.33855e+13 3.25573e+13 2.89206e+13 2.73457e+13
threshold=2.5000000000000004 60.034792100000011 2892.5000000000005 42.005000000000003 59.939085000000013 2865.5000000000005 44.064675150000006 43.047633000000012 6.5000000000000009 114.05000000000001 48.179569850000007 54.707511300000007 54.73499850000001 54.724612400000005 47.800771000000005 88.825000000000003 73.00500000000001 54.998919050000005 54.980317700000008 60.307188350000011 5611.5000000000009 4.5000000000000009 83.00362155000002 168.45000000000002 60.516422150000004 82.906746050000024 82.973036600000015 99.050000000000011 103.8879505 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -1 -9 -5 -12 13 -13 -14 16 -16 18 -18 -17 23 24 -23 29 -22 -26 -27 -28 -19 -21
right_child=-2 -3 3 4 -6 6 -8 9 -10 -11 11 12 14 -15 15 19 17 28 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=565.91479031581537 -26.455122405292663 -5974.5463158258699 -253.76425104048477 9671.3311388412221 73713.130338770905 -40409.031669921882 -34376.064431285216 3369.1409562881813 -110426.19909667969 -81413.813481702309 -3394.813779039494 9137.5950917119571 -14115.381794245568 167566.41739612928 8121.1210982004995 -764.34397341170404 7212.6882929687508 -18982.761193764261 128282.0074695122 33228.28167214695 133443.91577758788 11702.456596522177 -152627.12077546297 173253.4227505388 -20936.238685312201 207218.78187500002 121117.20003004809 -10721.0453125 66461.829001524398 106555.14466666669
leaf_weight=44190 3961637 5083 23441 7577 71 325 1045 4070 24 38 9045 69 1451 44 13520 212 100 1171 41 158 32 31 27 29 129 35 26 67 41 75
leaf_count=44190 3961637 5083 23441 7577 71 325 1045 4070 24 38 9045 69 1451 44 13520 212 100 1171 41 158 32 31 27 29 129 35 26 67 41 75
internal_value=0 934.371 1262.32 2635.45 4630.27 -323.587 -7016.66 -567.168 505.667 2584.88 4485.5 2991.64 6338.81 70826.7 5913.78 7765.59 6473.11 -9994.86 42417.2 31179.9 42300 21598.5 -64795.8 69717.8 38937.1 27169.7 75651.5 26137 -16092.3 56831.3
internal_weight=0 112167 107084 57392 33951 49692 5478 4433 44214 4108 33880 26303 17258 113 17145 15694 14873 1353 141 821 609 347 58 262 289 257 128 93 1212 233
internal_count=4073804 112167 107084 57392 33951 49692 5478 4433 44214 4108 33880 26303 17258 113 17145 15694 14873 1353 141 821 609 347 58 262 289 257 128 93 1212 233
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 1 6 0 6 1 0 4 0 7 0 1 0 4 4 4 6 4 6 1 0 0 1 1 4 0
split_gain=1.00629e+13 5.60354e+13 2.47182e+14 1.34609e+14 1.76884e+14 1.48287e+14 1.25864e+14 1.21103e+14 1.25604e+14 1.19346e+14 1.56063e+14 2.20206e+14 3.36415e+14 3.73255e+14 1.71114e+14 2.38468e+14 4.88097e+14 2.04257e+14 1.81995e+14 1.67829e+14 2.38651e+14 4.26588e+14 1.57449e+14 1.8327e+14 1.42749e+14 1.23363e+14 1.51492e+14 2.39227e+14 1.71903e+14 1.45196e+14
threshold=451.00000000000006 38.657016300000002 55.111813300000001 38.958307950000012 14.500000000000002 39.135518400000002 82.905000000000015 55.071632200000003 80.030000000000015 38.109452700000006 55.702806750000008 17.500000000000004 55.348830750000012 6.0000000000000009 56.288960650000007 38.166910000000009 56.309668500000008 4.5000000000000009 14.500000000000002 23.500000000000004 79.015000000000015 10.500000000000002 54.990000000000002 38.166910000000009 54.431501800000014 56.020150250000007 37.534144550000008 37.517483500000004 19.500000000000004 56.685611200000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -5 -6 -4 -3 -9 25 11 12 13 24 -12 -16 17 -17 -18 20 -19 -22 -14 -24 -11 -1 27 -27 -28 -29
right_child=-2 2 3 4 5 -7 -8 8 -10 10 14 -13 22 -15 15 16 18 19 -20 -21 21 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=481.32376418079394 -70.184596761241536 -2307.4031660043834 -15106.997324730157 -3106.9028964979593 59121.646868676937 315225.45214120368 -85254.944509631445 19502.66374833024 96350.258478298609 128266.0891343471 -3808.612248374634 -12400.339413185648 18433.58642731846 64021.346615971917 1109.1408667116536 -38991.28164646768 8253.5598524069846 103109.53627976277 -181694.8646000789 93.914914279513894 612749.76995192317 59334.382337239585 99464.041764816619 34939.899406417979 -15601.218879484753 -5182.5659699940225 -17637.460600439153 36349.511994495369 201309.1840494792 -71445.583995388864
leaf_weight=566601 3396489 3168 10778 12985 139 27 262 3887 225 70 22349 3046 7137 715 5890 117 1683 845 52 144 26 30 511 3177 4678 17338 9200 2066 36 133
leaf_count=566601 3396489 3168 10778 12985 139 27 262 3887 225 70 22349 3046 7137 715 5890 117 1683 845 52 144 26 30 511 3177 4678 17338 9200 2066 36 133
internal_value=0 351.95 -3768.5 -8630.24 -1795.62 100777 -16771.7 12386.8 23707.6 552.733 5221.68 12278.4 16893.5 -3336.74 839.78 12662.6 36152.3 86308.6 2560.58 100337 116359 316277 27103.1 43880.2 -13480.2 156.946 -6230.74 -1241.72 -16784.1 29829.8
internal_weight=0 677315 31471 24191 13151 166 11040 7280 4112 645844 50470 19334 16288 5463 31136 8787 2897 1162 1735 1045 901 56 10825 3688 4748 595374 28773 19537 9236 2199
internal_count=4073804 677315 31471 24191 13151 166 11040 7280 4112 645844 50470 19334 16288 5463 31136 8787 2897 1162 1735 1045 901 56 10825 3688 4748 595374 28773 19537 9236 2199
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=2 3 4 7 0 6 6 4 1 0 0 4 1 4 3 0 1 1 1 5 6 6 1 3 0 0 6 5 6 6
split_gain=1.10529e+13 7.62372e+13 1.13614e+14 1.31987e+14 9.17103e+13 9.7247e+13 9.42083e+13 9.77106e+13 8.71014e+13 8.0511e+13 5.7501e+14 2.74011e+14 2.51548e+14 1.16464e+14 1.01154e+14 9.58498e+13 1.54929e+14 9.90633e+13 8.05987e+13 7.9273e+13 7.81301e+13 1.2564e+14 7.72389e+13 1.08867e+14 1.29899e+14 1.72313e+14 7.61107e+13 7.497e+13 1.54035e+14 1.17608e+14
threshold=36.000000000000007 17.500000000000004 24.500000000000004 6.0000000000000009 55.850146250000009 89.00500000000001 77.010000000000005 23.500000000000004 37.425454150000007 55.775215600000003 55.753967500000009 23.500000000000004 37.442254400000003 23.500000000000004 20.500000000000004 55.660117850000006 37.401708450000008 37.682335600000009 37.618684050000006 3.5000000000000004 82.00500000000001 51.015000000000008 37.374856000000008 25.500000000000004 55.858844800000007 55.840017500000009 45.005000000000003 2.5000000000000004 86.030000000000015 50.995000000000012
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 27 3 8 6 -6 9 -8 20 10 15 12 -11 -12 -13 16 -5 -17 -14 -7 21 -3 23 24 25 -4 -19 29 -29 -1
right_child=-2 2 22 4 5 19 7 -9 -10 11 13 14 18 -15 -16 17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2075.0546720189977 45.635133306681269 10763.960329604291 -21315.745226841591 35544.819337494206 -2976.5094591453562 79820.364044744332 74013.38347229005 -28816.597258391204 2697.498532869854 -251238.51687500003 -94395.964527925535 42682.54988704672 -14440.428764415923 -251441.07152288733 112912.0979856663 66606.936555062159 -28856.588015561465 56802.170264982706 68039.028724048752 -83248.090326286765 32410.313809742645 -96914.075635897403 661.65446178086086 -250828.3046875 -95531.694915865388 148431.72090992649 -6495.1151735728026 -6790.4172049700055 5802.2715993054362 2907.5970640442806
leaf_weight=126267 3783399 169 496 792 2378 242 640 108 2520 40 141 399 441 71 422 756 707 298 162 34 119 302 16285 22 195 68 524 47801 12191 75815
leaf_count=126267 3783399 169 496 792 2378 242 640 108 2520 40 141 399 441 71 422 756 707 298 162 34 119 302 16285 22 195 68 524 47801 12191 75815
internal_value=0 -594.535 4333.37 12127.8 18812.3 3544.82 26178.2 59166.3 -5400.13 20986.7 12303.5 40494.4 -8391.05 -146991 78781.1 23278.6 5170.04 40480.6 7718.23 59732.2 -39986.6 -58278 -811.62 -31531.6 -25175.1 -849.739 16452.1 -1127.26 -4231.45 -205.716
internal_weight=0 290405 28331 11265 8155 2654 5501 748 3110 4753 3289 1464 643 212 821 3077 1499 1578 603 276 590 471 17066 781 759 564 822 262074 59992 202082
internal_count=4073804 290405 28331 11265 8155 2654 5501 748 3110 4753 3289 1464 643 212 821 3077 1499 1578 603 276 590 471 17066 781 759 564 822 262074 59992 202082
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=6 6 1 4 2 2 4 6 0 1 4 1 0 0 1 1 4 3 7 1 7 1 6 3 3 1 4 1 6 6
split_gain=1.09292e+13 4.37312e+13 9.77398e+13 5.16953e+13 6.57087e+13 6.01022e+13 5.01011e+13 5.40764e+13 4.97606e+13 5.69388e+13 4.60837e+13 7.50013e+13 1.20235e+14 2.00122e+14 1.33454e+14 1.59413e+14 1.24225e+14 9.38402e+13 1.4385e+14 1.71371e+14 9.14441e+13 8.04514e+13 8.12679e+13 1.84293e+14 7.3978e+13 9.51793e+13 7.98905e+13 6.72599e+13 6.35791e+13 6.32281e+13
threshold=42.005000000000003 45.005000000000003 37.957884500000006 5.5000000000000009 3338.0000000000005 75.000000000000014 7.5000000000000009 42.605000000000011 55.676890650000011 30.330566300000005 10.500000000000002 30.438492500000006 55.791814000000009 55.749683450000006 37.503969450000007 37.729575300000008 24.500000000000004 20.500000000000004 6.0000000000000009 37.517483500000004 6.0000000000000009 37.517483500000004 44.820000000000007 6.5000000000000009 12.500000000000002 37.618684050000006 18.500000000000004 37.768783500000005 44.205000000000005 44.010000000000012
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 4 5 -2 -5 8 -8 -10 -9 -12 13 20 16 17 -15 18 19 -16 -13 29 28 -24 25 -21 -26 -17 -23 -20
right_child=1 -3 -4 6 -6 -7 7 10 9 -11 11 12 -14 14 15 27 -18 -19 21 24 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=226.70040319825813 -3610.375740834053 41.228665439216861 -2077.826753083511 -16258.788358937505 -4871.7179273530992 9797.0363563326118 -19616.689464571115 -2497.8917233238735 -19313.028494868795 3718.3749213241081 11839.270211290657 -5108.2019067013689 -7403.9375707734498 -98079.642021563777 -68953.627194148939 -117918.4797706117 106742.4053485577 132610.71983975498 49997.442691532262 182216.98309420072 12130.587183142758 23431.544617460517 337607.03812500002 -6873.3282536204269 363829.97650462965 52495.737002268143 126723.95606770835 8541.4871196289077 -57677.588069928279 266194.64479166665
leaf_weight=1397217 4037 2315699 272740 1822 5259 19463 2262 16541 1435 4260 8860 7044 9876 123 47 47 39 176 31 104 5464 465 25 41 27 124 30 400 122 24
leaf_count=1397217 4037 2315699 272740 1822 5259 19463 2262 16541 1435 4260 8860 7044 9876 123 47 47 39 176 31 104 5464 465 25 41 27 124 30 400 122 24
internal_value=0 -118.341 -1142.25 1752.55 5232.6 7493.81 67.342 584.065 -7068.85 -2084.97 1811.52 3967.08 1086.02 6935.93 37870.3 46310.4 -48770.6 65082.1 53654.1 107965 2422.4 28186.4 18403.3 123612 137141 111667 239037 -4755.2 6574.11 144338
internal_weight=0 2.67659e+06 360888 88148 28759 23500 59389 57567 7957 5695 49610 33069 24209 14333 1825 1663 162 1216 1040 332 12508 708 653 66 285 228 57 447 587 55
internal_count=4073804 2676587 360888 88148 28759 23500 59389 57567 7957 5695 49610 33069 24209 14333 1825 1663 162 1216 1040 332 12508 708 653 66 285 228 57 447 587 55
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=4 4 1 3 6 0 1 0 1 0 3 0 0 4 6 7 0 5 6 0 6 7 1 7 1 6 5 0 0 5
split_gain=1.05482e+13 5.94311e+13 7.71243e+13 8.72681e+13 7.90664e+13 1.2331e+14 1.6099e+14 1.53656e+14 1.20583e+14 1.51977e+14 1.57564e+14 1.49177e+14 1.41765e+14 1.39815e+14 1.27218e+14 1.11807e+14 1.36322e+14 9.85678e+13 9.28017e+13 8.86052e+13 8.65197e+13 8.59062e+13 8.28477e+13 8.12988e+13 7.46436e+13 1.25237e+14 9.72018e+13 7.40475e+13 1.99965e+14 7.35672e+13
threshold=10.500000000000002 12.500000000000002 38.109452700000006 13.500000000000002 73.995000000000019 56.342669500000007 30.242318500000007 60.028671700000011 30.260128500000004 59.864072000000007 7.5000000000000009 59.963561900000009 59.898927250000007 11.500000000000002 106.49500000000002 6.0000000000000009 60.034792100000011 2.5000000000000004 106.49500000000002 55.633951400000008 79.710000000000022 6.0000000000000009 30.323041000000003 6.0000000000000009 30.330566300000005 91.02500000000002 3.5000000000000004 59.990753350000013 59.950512650000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 19 7 17 -8 18 12 14 13 -11 20 16 -9 27 -10 -6 -12 -15 -13 -14 26 -26 -25 28 -7 -4
right_child=1 -3 3 -5 5 6 8 15 9 10 11 22 23 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=124.52001638722389 -1123.4336868162598 6.5571558643012215 -333.14256640187205 -115784.72572265627 5807.9825584098653 19261.961613805972 -58935.123481172675 401948.17316576093 -36138.255077703805 224505.88484809027 18667.944516744243 -53895.643617001493 2568.5871417853541 173731.93430989585 -70901.135055338542 62015.571337100526 67729.406772085335 -11473.698196724465 -188650.62918526787 30309.803711933229 106848.23044488388 -16113.040347184806 27998.917097005207 -31975.319824415637 -50489.027563858035 -218072.14872142649 99546.520414959014 -45977.916927083337 233006.31254807694 -6481.4460420455944
leaf_weight=2547999 67510 1364614 31919 70 2974 134 476 23 797 45 154 210 890 30 60 309 26 711 42 2930 401 116 300 713 256 54 61 51 65 49864
leaf_count=2547999 67510 1364614 31919 70 2974 134 476 23 797 45 154 210 890 30 60 309 26 711 42 2930 401 116 300 713 256 54 61 51 65 49864
internal_value=0 -207.941 -2023.84 -4177.36 197.944 7739.9 -2453.27 28349.1 -11275.9 -5781.66 3906.69 34265.4 -11868.6 70395.9 67425.9 84269.8 224608 7517 -43773 17967.6 82380.2 22896.2 -5722.37 -19828.3 -38216.9 -79680.9 -21609.9 61526.6 89078 -4081.83
internal_weight=0 1.5258e+06 161191 81853 79338 11828 5924 1319 4605 4129 3290 1125 2165 191 615 358 49 961 839 5904 555 146 510 1974 1084 310 774 250 199 81783
internal_count=4073804 1525805 161191 81853 79338 11828 5924 1319 4605 4129 3290 1125 2165 191 615 358 49 961 839 5904 555 146 510 1974 1084 310 774 250 199 81783
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 6 0 6 6 6 0 1 4 4 1 1 0 0 1 1 0 0 0 0 0 6 6 0 7 0 4 0 0 0
split_gain=1.01463e+13 6.99113e+13 1.56496e+14 2.78454e+14 1.3229e+14 1.14758e+14 1.45836e+14 2.84449e+14 3.42827e+14 1.65914e+14 2.03872e+14 2.91598e+14 2.15115e+14 4.61098e+14 6.57984e+14 1.87662e+14 3.13325e+14 2.27852e+14 1.92722e+14 4.55788e+14 6.28124e+14 5.85085e+14 4.61812e+14 2.2355e+14 2.47755e+14 3.69626e+14 2.17674e+14 2.01212e+14 1.77133e+14 3.77174e+14
threshold=36.000000000000007 39.810000000000009 55.834019500000004 39.005000000000003 50.995000000000012 54.710000000000008 55.910578700000009 37.331232350000008 4.5000000000000009 10.500000000000002 37.600779750000008 37.631035900000008 55.737027400000009 55.768246800000007 37.618684050000006 37.488790500000007 55.82518790000001 55.883833400000007 55.633951400000008 55.710673100000008 55.676890650000011 66.010000000000005 71.715000000000018 55.60524465000001 6.0000000000000009 55.462387050000011 5.5000000000000009 55.539595350000006 55.806294650000005 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 10 15 12 -12 14 -14 17 -17 18 23 20 -20 -22 -23 24 25 -7 -25 -26 29 -13
right_child=-2 4 3 -5 5 6 7 8 -10 -11 11 28 13 -15 -16 16 -18 -19 19 -21 21 22 -24 26 27 -27 -28 -29 -30 -31
leaf_value=-147.38558604962034 43.723422530348792 -5378.5953616192946 7931.533401288887 66874.030230638571 6350.0969070156452 -80561.203345108035 149.89863177834954 206325.26259515225 -99257.399386294433 1189.8994689010112 -12970.333882176599 -13768.924920057247 -435231.42708333331 -16416.864611378402 -102122.78731605844 19285.820281215605 -40080.795849799004 111737.92033907313 -41464.823368807418 -13418.614952244727 -134111.15081705729 -892014.33005952393 -324092.30944444449 -153310.79759908537 -109271.34902715066 53600.801633207877 88625.443351776121 -17189.78284977944 -37212.9700602511 43312.438937515479
leaf_weight=62483 3783399 62298 13519 852 24579 256 1204 39 626 98348 903 6264 66 641 584 6495 1030 147 381 1998 120 21 45 41 263 1038 400 2429 1915 1420
leaf_count=62483 3783399 62298 13519 852 24579 256 1204 39 626 98348 903 6264 66 641 584 6495 1030 147 381 1998 120 21 45 41 263 1038 400 2429 1915 1420
internal_value=0 -569.629 2016.73 11426 -1500.42 96.9144 -1116.41 -28843.2 -81336 -701.194 -7730.91 -17519.6 -50410.4 -76598.1 -135946 141.259 11159.9 -11473.1 -14063.5 -35874.6 -115005 -265644 -504795 -1426.24 -8900.75 27058.7 66132.5 -26185.9 -10001.8 -3220.31
internal_weight=0 290405 76854 14371 213551 151253 126674 1869 665 124805 26457 11793 2194 1291 650 14664 7525 7139 6992 2565 567 186 66 4427 3986 1294 441 2692 9599 7684
internal_count=4073804 290405 76854 14371 213551 151253 126674 1869 665 124805 26457 11793 2194 1291 650 14664 7525 7139 6992 2565 567 186 66 4427 3986 1294 441 2692 9599 7684
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 4 1 3 6 7 0 1 6 5 6 6 6 5 6 6 4 0 0 0 0 1 1 1 0 1
split_gain=1.00762e+13 6.98574e+13 1.05068e+14 7.51379e+13 9.47199e+13 1.90942e+14 1.50237e+14 1.32705e+14 9.64601e+13 9.33526e+13 1.31198e+14 9.51448e+13 8.57408e+13 1.01319e+14 1.26174e+14 7.98073e+13 7.55113e+13 7.45927e+13 7.36363e+13 6.38853e+13 6.22215e+13 1.08287e+14 2.3708e+14 2.08853e+14 1.90658e+14 1.96143e+14 3.78627e+14 2.6607e+14 3.4344e+14 1.91009e+14
threshold=19.500000000000004 60.034792100000011 60.064438250000002 40.490000000000002 30.330566300000005 20.500000000000004 30.303340300000002 9.5000000000000018 82.00500000000001 6.0000000000000009 60.042359000000012 30.362494150000003 91.02500000000002 3.5000000000000004 112.00500000000001 62.010000000000012 75.605000000000004 3.5000000000000004 63.855000000000011 38.010000000000012 21.500000000000004 56.986919400000012 55.660117850000006 55.145978450000008 55.801384500000005 37.978059650000013 37.503969450000007 37.442254400000003 55.840017500000009 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 -5 -6 10 -10 -11 17 -14 -15 -8 -17 -7 -9 -4 21 22 23 -2 29 26 27 -26 -29 -24
right_child=1 2 19 4 8 6 15 18 9 11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=57.100441143557561 -3053.5606638005138 1055.5919978340496 8784.2212623666728 16526.338788908433 13845.512215294597 7106.1138847931179 31221.649527195521 88929.927036830355 78114.388590959818 -211341.32291666666 -68900.459689818541 3109.3299800191903 134804.86022907842 -97036.23772321429 154424.54616935484 236892.36599702379 87156.846669347433 170873.46297433038 193069.96859580593 -13503.123866623304 -222.07988947078121 -10711.313534053475 141.53374968501387 -26124.990124860025 -6649.2458289208362 13955.109716414992 -32671.101434363998 -69359.232251764115 117488.0195725385 32905.963107334144
leaf_weight=3599339 31301 8388 1839 206 3886 4156 224 238 70 21 457 1395 118 56 31 42 170 28 95 4278 379873 15951 2893 4486 924 4607 3510 124 476 4622
leaf_count=3599339 31301 8388 1839 206 3886 4156 224 238 70 21 457 1395 118 56 31 42 170 28 95 4278 379873 15951 2893 4486 924 4607 3510 124 476 4622
internal_value=0 -433.17 4637.5 8211.36 13573.9 23163.5 16857.5 79613 4749.27 -13443.2 -49372.9 -71.0822 11295.9 74439.5 -7435.27 72843.6 116821 8202.07 118640 -6802.71 -723.534 -3488.49 -1312.35 -5945.63 8352.55 -954.727 -14599.9 27020.9 78872.9 20292.9
internal_weight=0 474465 25698 19581 11193 5364 4825 539 5829 1943 527 1416 4389 205 87 436 212 4184 333 6117 448767 68894 52943 35787 17156 9641 5034 1524 600 7515
internal_count=4073804 474465 25698 19581 11193 5364 4825 539 5829 1943 527 1416 4389 205 87 436 212 4184 333 6117 448767 68894 52943 35787 17156 9641 5034 1524 600 7515
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=6 0 3 1 4 3 1 5 6 1 0 6 4 5 1 0 4 6 4 6 4 1 1 1 4 4 4 4 3 4
split_gain=9.94205e+12 4.56442e+13 1.23472e+14 1.18586e+14 1.25636e+14 1.93874e+14 1.22601e+14 1.15291e+14 1.64703e+14 1.10507e+14 9.36078e+13 9.80287e+13 8.04099e+13 7.63266e+13 1.14794e+14 8.96258e+13 7.89601e+13 7.45395e+13 8.10337e+13 7.89303e+13 7.85615e+13 7.32181e+13 1.76192e+14 8.46359e+13 2.0622e+14 1.9351e+14 1.01232e+14 8.1834e+13 7.67289e+13 7.07665e+13
threshold=88.825000000000003 44.739668300000005 12.500000000000002 40.377616600000003 7.5000000000000009 4.5000000000000009 40.024897700000004 3.5000000000000004 120.05000000000001 39.105193450000009 45.00849250000001 92.02500000000002 4.5000000000000009 2.5000000000000004 37.331232350000008 44.895258050000002 23.500000000000004 112.00500000000001 19.500000000000004 120.05000000000001 14.500000000000002 39.703507450000011 39.718675700000013 39.723160900000003 14.500000000000002 13.500000000000002 19.500000000000004 21.500000000000004 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 6 -2 -7 -9 -10 11 -3 -8 15 29 -13 -16 -4 20 -20 -19 27 28 24 25 -24 -25 -6 -23 -15
right_child=1 10 17 -5 21 7 12 8 9 -11 -12 13 -14 14 16 -17 -18 18 19 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=37.670473813882467 11841.824838098964 12823.104652316384 -8376.9585280249503 39.607686443380359 20700.901916544623 -78012.470890399461 250160.2012152778 -94151.383712843002 -71760.622766507062 148124.18743714082 -797.68413915053918 -117523.06037584459 37297.888683035715 100307.90202072145 -42006.285097736603 -769.15377795649511 68287.497851562497 -142319.84172794118 -236418.30086300871 -73126.098708881575 -4913.9471597587117 208953.38249412744 -51782.680655184668 58170.638878411708 80310.743919136599 -377550.31983695657 -23216.189794396843 -110625.91246412628 88186.491412688876 533.15381077494374
leaf_weight=3849942 2339 794 734 10741 1499 407 36 82 31 87 202605 185 35 80 1428 102 68 51 43 95 226 74 88 857 97 23 186 49 182 638
leaf_count=3849942 2339 794 734 10741 1499 407 36 82 31 87 202605 185 35 80 1428 102 68 51 43 95 226 74 88 857 97 23 186 49 182 638
internal_value=0 -647.851 4186.67 6354.1 17524.1 3049.37 15771.5 -47461.7 14709.1 90357.8 -1069.6 -17789.2 145228 -27507.7 -21218 -76028.6 -36992.9 -27528.7 -61402 -124007 -30212.5 31818.7 47509 32041.3 -26203.8 -119284 43656.8 16543.9 123096 11650.1
internal_weight=0 223862 17962 16813 6072 3017 2410 607 200 118 205900 3295 71 2501 2214 287 1496 1149 415 138 277 3055 1507 1251 208 111 1043 1548 256 718
internal_count=4073804 223862 17962 16813 6072 3017 2410 607 200 118 205900 3295 71 2501 2214 287 1496 1149 415 138 277 3055 1507 1251 208 111 1043 1548 256 718
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=4 0 4 1 3 1 6 3 6 0 6 6 3 1 7 1 3 6 3 6 4 0 4 0 4 1 1 0 1 1
split_gain=9.92482e+12 1.98553e+13 3.53719e+13 3.7695e+13 3.0111e+13 1.99496e+13 2.14972e+13 1.92611e+13 1.50808e+13 2.02226e+13 1.43341e+13 1.24509e+13 1.24298e+13 2.87685e+13 4.03226e+13 1.61623e+13 1.67182e+13 1.43816e+13 2.22036e+13 1.27496e+13 1.2412e+13 1.50223e+14 1.10285e+14 2.21082e+14 1.34646e+14 4.44974e+14 2.10204e+14 1.58906e+14 1.65408e+14 1.47777e+14
threshold=37.500000000000007 55.834019500000004 38.500000000000007 37.618684050000006 23.500000000000004 37.768783500000005 79.015000000000015 26.500000000000004 82.905000000000015 55.858844800000007 38.805000000000007 78.605000000000004 22.500000000000004 37.649344350000007 6.0000000000000009 37.475446350000006 4.5000000000000009 61.425000000000004 14.500000000000002 57.005000000000003 25.500000000000004 55.60524465000001 31.500000000000004 55.768246800000007 28.500000000000004 37.425454150000007 37.682335600000009 55.753967500000009 37.702956500000006 37.442254400000003
decision_type=2 2 2 2 2 2 2 2 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 7 8 6 11 10 9 -3 -2 12 15 14 -14 17 -17 18 -4 -15 -1 -22 23 24 25 -23 -27 -28 -29 -26
right_child=1 4 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 19 -16 16 -18 -19 -20 -21 21 22 -24 -25 29 26 27 28 -30 -31
leaf_value=-19.688697812972546 -91597.426012073876 107664.63608230064 -85039.631032742283 24071.860842803031 -24566.609520348837 -48343.389084002294 33694.828742532169 -27570.875195312503 -19840.91589673913 14541.509395032052 -193166.19244791669 -72282.36645833333 162980.23359375002 -9565.9234081733521 14866.717585868668 78082.941529224539 -6332.0519834038932 -12108.107507396451 527.11628338357684 -77863.097061082794 -6893.5882963823651 -45601.352981295218 -1860.267197048164 3391.6885910276428 65959.394472822183 98285.352659585667 14433.568834583872 -81554.600811089418 87851.523877367843 1984.9629958390783
leaf_weight=4004864 33 58 89 33 86 109 136 24 23 39 24 30 20 82 227 27 179 169 46 41 16656 527 19473 24755 412 789 1192 63 677 2921
leaf_count=4004864 33 58 89 33 86 109 136 24 23 39 24 30 20 82 227 27 179 169 46 41 16656 527 19473 24755 412 789 1192 63 677 2921
internal_value=0 -8201.38 -12876 -66017.8 20595.1 -7630.82 -3388.3 -102721 52961.1 70223.4 -134363 -8930.4 -6770.67 7182.59 26859.7 -16893.6 4732.05 -31547.9 -55883.6 -32331.6 2.97055 1348.07 4049.82 7722.5 24013.2 38503 54792.2 37030.2 73429.1 9892.99
internal_weight=0 1475 1269 114 206 1155 1046 81 120 97 57 910 880 370 247 510 206 304 135 123 4.07233e+06 67465 50809 31336 6581 3248 2721 1932 740 3333
internal_count=4073804 1475 1269 114 206 1155 1046 81 120 97 57 910 880 370 247 510 206 304 135 123 4072329 67465 50809 31336 6581 3248 2721 1932 740 3333
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 7 4 1 1 0 0 4 4 7 6 4 4 4 4 4 6 6 6 6 6 5 6 4 6 6
split_gain=9.98541e+12 1.03615e+14 1.18235e+14 9.97641e+13 1.00032e+14 9.04268e+13 6.16789e+13 5.29653e+13 1.63819e+14 1.16701e+14 2.65964e+14 1.24144e+14 9.12585e+13 1.3338e+14 1.05581e+14 8.48016e+13 8.23631e+13 1.47239e+14 1.0282e+14 2.0637e+14 1.08411e+14 2.0172e+14 1.11884e+14 1.33487e+14 8.99715e+13 8.44178e+13 8.12065e+13 7.94261e+13 1.33817e+14 2.27507e+14
threshold=47.295021550000008 48.179569850000007 41.285000000000004 40.377616600000003 39.689978950000004 6.0000000000000009 10.500000000000002 39.735861600000007 39.723160900000003 47.207933300000008 43.6005307 22.500000000000004 4.5000000000000009 6.0000000000000009 64.805000000000021 12.500000000000002 6.5000000000000009 9.5000000000000018 12.500000000000002 15.500000000000002 52.990000000000002 62.995000000000012 61.025000000000006 57.995000000000012 108.05000000000001 2.5000000000000004 38.995000000000012 23.500000000000004 66.990000000000023 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=7 2 -2 4 5 -4 -5 8 -1 10 11 12 13 14 -10 -12 -14 -18 25 24 -21 22 23 -22 -20 26 -19 28 29 -13
right_child=1 -3 3 6 -6 -7 -8 -9 9 -11 15 27 16 -15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=569.3456802850701 1867.5007634945728 -19.416295592604293 -40917.577812359705 -23585.452887126783 -4261.582253970495 897.95184289488338 -84842.614311691825 -1134.2713977813053 26542.029539440526 25246.198462856788 -9830.6631771384327 70145.813906249998 -1841.2771340432528 303169.18580729165 138069.86507668416 -78195.459880601178 96629.317429236209 88173.426127232146 100185.37555059524 -37586.414676743661 175292.92472029323 7026.0463753931899 365500.86054687505 -71639.24180989583 312742.37642045453 87993.679750689349 -76025.893857602714 26992.786447010873 -6594.0030098157049 -342928.2315625
leaf_weight=546073 12315 3299643 1527 2970 13748 782 174 185069 279 4477 3626 20 826 24 122 191 330 35 210 276 81 457 20 30 22 51 216 92 78 40
leaf_count=546073 12315 3299643 1527 2970 13748 782 174 185069 279 4477 3626 20 826 24 122 191 330 35 210 276 81 457 20 30 22 51 216 92 78 40
internal_value=0 -73.9224 -5780.57 -10685.8 -7496.24 -26755.7 -26975.6 331.581 818.123 12628.1 4587.83 25807.2 31272.4 74178.4 60473.2 -13251.6 24132.7 36548.4 22366.3 36602.1 14116.5 38385.2 147783 108555 120342 -29297.5 -53129.6 -44979.2 -92960.5 -205237
internal_weight=0 3.33116e+06 31516 19201 16057 2309 3144 742645 557576 11503 7026 3209 2979 425 401 3817 2554 1728 1398 1096 864 588 131 111 232 302 251 230 138 60
internal_count=4073804 3331159 31516 19201 16057 2309 3144 742645 557576 11503 7026 3209 2979 425 401 3817 2554 1728 1398 1096 864 588 131 111 232 302 251 230 138 60
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=6 3 2 3 0 0 3 4 0 4 4 0 0 4 1 2 5 4 0 1 0 1 1 3 3 4 3 0 5 0
split_gain=9.8394e+12 3.4635e+13 4.26096e+13 4.14395e+13 3.07318e+13 4.69751e+13 8.49452e+13 1.19371e+14 6.9856e+13 6.21787e+13 9.02706e+13 1.25025e+14 5.78578e+13 9.28841e+13 6.62318e+13 6.75621e+13 1.43683e+14 6.45144e+13 1.55133e+14 5.31254e+13 1.2961e+14 1.0783e+14 5.48144e+13 5.06103e+13 8.8226e+13 9.62516e+13 1.87915e+14 1.7826e+14 9.12877e+13 2.11628e+14
threshold=168.45000000000002 22.500000000000004 6082.0000000000009 23.500000000000004 59.963561900000009 55.759969450000007 12.500000000000002 23.500000000000004 55.81943720000001 8.5000000000000018 3.5000000000000004 55.840017500000009 55.60524465000001 5.5000000000000009 49.230435000000007 75.000000000000014 3.5000000000000004 6.5000000000000009 55.737027400000009 65.574968200000015 56.115175650000005 65.559704250000024 65.64204770000002 20.500000000000004 10.500000000000002 9.5000000000000018 2.5000000000000004 54.724612400000005 4.5000000000000009 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 2 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 12 9 8 -8 10 11 -7 23 -14 15 16 -15 -16 -19 21 -21 -11 -22 24 25 -2 27 -27 -26 -30
right_child=1 2 -4 -5 -6 6 7 -9 -10 19 -12 -13 13 14 17 -17 -18 18 -20 20 22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-7.715922039857368 -2834.7542712915019 -98447.046912202379 -120939.06773603725 16840.848366477276 -25729.621936689105 197972.70979817709 286986.38095238101 -40234.704170496327 92561.894149502856 -8103.2242323615128 34306.06973159709 -38373.09412680017 36467.962935564159 -11297.164192708333 -295007.49012784095 10148.016631224446 -326766.14296875003 -227062.41816998107 120619.4236235119 74359.398940972227 -91464.69029091284 152603.62114701705 -273987.39479166665 57591.926023293723 -58840.21492085819 -125777.81397357723 53246.686250188766 10744.397718023256 -268517.14002403844 26876.976547866783
leaf_weight=4063787 3643 42 47 121 336 24 21 68 154 817 1319 332 113 42 22 107 22 33 21 45 76 44 21 163 461 123 983 430 26 361
leaf_count=4063787 3643 42 47 121 336 24 21 68 154 817 1319 332 113 42 22 107 22 33 21 45 76 44 21 163 461 123 983 430 26 361
internal_value=0 3130.26 -37053.2 -12865.2 3990.72 5045.1 15591.2 72202.8 115893 10454.3 22245.5 -22439.7 342.039 -38630.1 -72986.7 -38464.9 -119740 -150661 -91852.8 -9236.94 -65907.6 109.437 -130980 2608.59 1121.57 6017.36 27012.3 -19621.3 -28778.5 7031.38
internal_weight=0 10017 210 163 9807 9471 2921 243 175 2678 1675 356 6550 360 247 171 64 76 54 1003 142 861 97 6190 6027 5179 1536 553 848 387
internal_count=4073804 10017 210 163 9807 9471 2921 243 175 2678 1675 356 6550 360 247 171 64 76 54 1003 142 861 97 6190 6027 5179 1536 553 848 387
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 7 1 1 0 1 1 1 3 6 6 6 5 6 7 2 0 6 2 1 0 4 1 4 6
split_gain=9.66162e+12 2.2629e+14 2.45281e+14 1.07261e+14 1.89165e+14 1.51491e+14 1.46951e+14 2.01786e+14 1.12092e+14 1.02787e+14 1.15552e+14 2.3519e+14 2.171e+14 1.75049e+14 1.52476e+14 1.46412e+14 1.20904e+14 1.25419e+14 1.01353e+14 9.82231e+13 1.39357e+14 1.80966e+14 1.37582e+14 1.77869e+14 1.43325e+14 1.50539e+14 2.95381e+14 1.78421e+14 1.56084e+14 1.40525e+14
threshold=55.026775150000006 55.018166200000003 5261.5000000000009 82.901648750000021 82.948524700000021 82.906746050000024 6.0000000000000009 82.911604200000014 82.825258850000026 55.030407050000001 82.918694400000007 82.906746050000024 82.92647190000001 2.5000000000000004 64.805000000000021 142.05000000000004 125.02000000000002 3.5000000000000004 156.15000000000003 6.0000000000000009 2200.0000000000005 54.973017600000006 39.995000000000012 2200.0000000000005 39.135518400000002 51.707269950000004 17.500000000000004 39.178027400000005 23.500000000000004 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 19 -3 8 5 -5 -7 -8 -4 10 11 -2 -12 14 -13 16 -14 -18 -6 20 21 -1 -21 24 -24 27 -27 -26 -29 -25
right_child=9 2 3 4 18 6 7 -9 -10 -11 12 13 15 -15 -16 -17 17 -19 -20 22 -22 -23 23 29 25 26 -28 28 -30 -31
leaf_value=-5282.1007907085823 3809.9016072618274 -54350.075365612662 16035.900734935798 187195.82196614586 7758.1262311082974 21406.639841523276 387164.625 63835.565904989118 -18455.962671582696 -7.7922891451177465 -23277.05321968178 97161.907201086957 -2627.4657107709795 70600.681611367661 457474.54010416672 190982.89729567309 -201816.71365266395 -23037.039623579549 213373.72578125002 -1917.7212296461651 -228.71491802000961 -67020.631328786214 -9761.7522599058902 2236.5742889694288 45787.377873786318 20781.327993670751 -25446.504054785601 20258.151791430078 -22416.906618333087 -6666.3432709045464
leaf_weight=43592 1125 607 1515 60 21491 4583 20 553 2492 2279761 5528 23 72628 247 24 39 61 110 24 101973 1196846 480 2677 302226 2476 3437 2312 7085 975 18834
leaf_count=43592 1125 607 1515 60 21491 4583 20 553 2492 2279761 5528 23 72628 247 24 39 61 110 24 101973 1196846 480 2677 302226 2476 3437 2312 7085 975 18834
internal_value=0 180.676 8599.31 9842.4 12129.5 29214.5 27376.1 75121 -5414.99 -131.265 -3659.35 24622 -4171.45 104260 281151 -2721.44 -2825.21 -86812.2 7987.49 23.8755 -432.07 -5954.51 1303.96 2270.15 11681.4 15206.3 2190.49 22308.5 15095.8 1714.31
internal_weight=0 1.71426e+06 31345 30738 26731 5216 5156 573 4007 2.35955e+06 79785 1419 78366 294 47 72838 72799 171 21515 1.68291e+06 1.24092e+06 44072 441995 340022 18962 16285 5749 10536 8060 321060
internal_count=4073804 1714258 31345 30738 26731 5216 5156 573 4007 2359546 79785 1419 78366 294 47 72838 72799 171 21515 1682913 1240918 44072 441995 340022 18962 16285 5749 10536 8060 321060
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=3 4 6 3 1 6 1 2 0 0 1 7 2 0 4 6 5 5 0 0 2 0 6 6 6 3 3 0 0 0
split_gain=1.03973e+13 1.1919e+14 1.08196e+14 1.0343e+14 1.26835e+14 1.62042e+14 7.81216e+13 1.87068e+14 1.1256e+14 7.69774e+13 7.53942e+13 7.04691e+13 1.09229e+14 1.00565e+14 1.48846e+14 8.55347e+13 7.33962e+13 7.27874e+13 1.20173e+14 7.72449e+13 2.23496e+14 1.31342e+14 7.24779e+13 6.52018e+13 8.22721e+13 6.31242e+13 6.52197e+13 6.16208e+13 9.97709e+13 3.07079e+14
threshold=4.5000000000000009 7.5000000000000009 59.245000000000012 6.5000000000000009 28.601854300000003 78.605000000000004 47.504912950000005 6680.0000000000009 57.125462300000009 54.707511300000007 65.534455000000023 6.0000000000000009 2632.5000000000005 46.323575350000006 5.5000000000000009 138.05000000000004 1.5000000000000002 1.5000000000000002 57.978821400000008 59.905532300000012 2691.5000000000005 59.963561900000009 156.15000000000003 116.05000000000001 138.05000000000004 12.500000000000002 7.5000000000000009 55.685785750000008 59.882709350000006 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 23 8 -8 -5 -10 16 -13 22 -15 17 -4 18 -16 20 -19 -21 -14 -7 -25 26 -2 -18 -29 -30
right_child=1 -3 3 4 5 6 7 -9 10 -11 -12 12 13 14 15 -17 27 19 -20 21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=169.17280681601676 -995.44212206910095 107.82343515808812 -43530.897603998244 155274.75556144069 -4728.6945519258397 -56899.796636942614 60.264820725355698 -104175.66422572546 27358.527031250003 2142.8712917018579 287848.062125 -21509.606635800374 -365.84236229561475 -3283.3486561565642 222192.10324519232 148799.51476102942 -8466.8484539738711 -229519.4449810606 -66245.993876953129 157279.25494044571 35779.354228553362 -21466.153317162301 -106529.17707950369 -177139.41683163401 -52825.820856153354 131390.50286458334 -83875.030570518109 2293.4582673276082 -51675.366440103477 2539.765203007245
leaf_weight=1920388 171918 1921139 517 59 1267 602 246 175 20 74 25 1007 1184 810 52 85 31577 33 20 122 841 62 68 118 97 36 95 16229 1501 3437
leaf_count=1920388 171918 1921139 517 59 1267 602 246 175 20 74 25 1007 1184 810 52 85 31577 33 20 122 841 62 68 118 97 36 95 16229 1501 3437
internal_value=0 -150.866 -2290.46 -5938.25 -25130.2 -30095.7 -55146.4 -22473.3 26660.5 70073.6 172075 -5043.44 7295.44 16147 29921.5 52058 -6035.9 44781 142070 38160.2 25762.4 97049.8 -6131.9 -73782.4 -121054 -1013.5 -1041.22 -5668.37 -1493.6 -13940
internal_weight=0 2.15342e+06 232277 60228 2683 2550 1283 466 291 133 45 57545 4284 3277 2025 1215 53261 1130 72 1058 874 184 1252 817 215 172049 172013 52744 21167 4938
internal_count=4073804 2153416 232277 60228 2683 2550 1283 466 291 133 45 57545 4284 3277 2025 1215 53261 1130 72 1058 874 184 1252 817 215 172049 172013 52744 21167 4938
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=4 3 6 3 0 6 7 0 4 2 0 0 1 1 5 1 5 1 0 7 1 3 1 6 0 0 3 1 6 1
split_gain=1.13449e+13 5.76352e+13 1.13728e+14 1.15132e+14 8.99177e+13 9.78911e+13 1.09324e+14 1.43693e+14 7.06181e+13 1.1022e+14 1.41147e+14 2.05785e+14 1.95391e+14 2.25846e+14 1.55713e+14 1.98506e+14 1.38908e+14 1.38569e+14 1.66397e+14 2.91307e+14 1.52325e+14 1.46439e+14 1.22969e+14 1.25139e+14 1.13432e+14 1.41654e+14 1.01142e+14 9.91568e+13 2.69008e+14 1.15566e+14
threshold=10.500000000000002 9.5000000000000018 62.995000000000012 22.500000000000004 55.029726000000004 138.05000000000004 6.0000000000000009 54.94110555000001 9.5000000000000018 5261.5000000000009 60.002985000000002 59.963561900000009 30.362494150000003 30.260128500000004 2.5000000000000004 30.315889700000003 3.5000000000000004 30.157841000000001 59.764576050000009 6.0000000000000009 38.948208550000011 7.5000000000000009 30.277905650000005 70.00500000000001 59.856552950000008 59.825842200000004 2.5000000000000004 39.873894000000007 74.015000000000015 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -4 -1 10 11 16 13 -13 15 -15 17 18 19 -10 -19 -21 23 -12 25 -20 -27 28 29 -22
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 22 12 -14 14 -16 -17 -18 20 24 21 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-87.075195397349603 -215.65045065843717 176.03612024470692 -6758.9208663461077 -222765.1944375 -477.08680026784617 76197.774711834019 -5048.4115648586931 -35190.360938129386 4807.8706966161726 268.3764541640777 -20449.855938521305 -13334.415768126695 -44117.991538986069 153364.07742043713 142300.28135861375 31323.732071428003 -10712.015164466058 -2652.967694700752 -74097.924376812181 179933.67488839288 3765.5143687747486 524698.01363636367 471.89460446510094 -83851.883802979704 -31713.290262029477 -14081.626373697916 69633.912930624836 3574.5135856773691 32105.550540697339 24128.802029223196
leaf_weight=1892099 1525805 47159 3215 25 9475 122 7202 3976 60 408462 1255 409 254 163 254 731 6776 31187 97 28 23778 22 2028 414 275 180 728 99779 4689 3157
leaf_count=1892099 1525805 47159 3215 25 9475 122 7202 3976 60 408462 1255 409 254 163 254 731 6776 31187 97 28 23778 22 2028 414 275 180 728 99779 4689 3157
internal_value=0 129.137 -2676.5 -8278.11 -8054.6 -13001 -13757.1 -22479 209.76 1170.28 3260.29 3674.48 37206.2 50473 73205.8 53574.9 3318.85 3898.63 35338.2 153363 3629.85 331630 -16073.1 -36176.9 25195.4 40767.5 53038.3 5121 10000.4 6152.26
internal_weight=0 2.548e+06 71174 24015 23990 14515 14393 7191 2.47682e+06 584726 176264 172567 1811 1557 1148 894 170756 163980 1390 110 162590 50 3697 1669 1280 1005 908 131403 31624 26935
internal_count=4073804 2547999 71174 24015 23990 14515 14393 7191 2476825 584726 176264 172567 1811 1557 1148 894 170756 163980 1390 110 162590 50 3697 1669 1280 1005 908 131403 31624 26935
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=2 1 4 0 5 7 6 1 1 0 0 6 6 0 4 4 4 1 1 0 0 0 4 1 4 0 0 0 0 1
split_gain=1.09955e+13 5.33353e+13 1.67859e+14 7.66308e+13 5.44682e+13 1.0666e+14 1.80724e+14 1.68788e+14 2.18124e+14 2.81668e+14 7.35839e+14 3.96651e+14 2.62221e+14 2.58475e+14 2.57424e+14 3.76153e+14 4.66907e+14 2.955e+14 2.91092e+14 3.59247e+14 3.18189e+14 2.73253e+14 2.72057e+14 2.63711e+14 4.49023e+14 4.24129e+14 3.21129e+14 2.53848e+14 1.41676e+15 7.45406e+14
threshold=451.00000000000006 39.079932600000006 13.500000000000002 55.633951400000008 1.5000000000000002 6.0000000000000009 35.705000000000005 37.425454150000007 37.442254400000003 55.667390500000003 55.81943720000001 67.00500000000001 84.810000000000016 55.60524465000001 9.5000000000000018 16.500000000000004 17.500000000000004 37.740454950000007 37.897576350000001 55.93962770000001 56.006509350000009 55.93962770000001 8.5000000000000018 37.46219940000001 21.500000000000004 55.595177750000005 55.93962770000001 55.801384500000005 55.743464250000009 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 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 -8 9 13 11 -11 -12 -9 17 18 21 -10 19 -16 -21 27 -19 24 25 -18 -25 28 -17 -30
right_child=-2 2 -4 -5 5 6 7 8 14 10 12 -13 -14 -15 15 16 23 22 -20 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-697.39675104304661 -73.364941441488057 -4675.1710178443827 210171.51914062502 -36036.883519055416 2233.0368182545631 54802.877809071171 6304.0708915203049 72495.824061821113 -30664.695400813311 36274.499508784371 -63353.225288793037 202547.78312263664 103362.29195487546 -48734.881224306373 4155.1152967855887 -13949.088072078635 52161.817072927865 -16524.431820419435 44179.388772143866 187510.70531994049 35964.630207927607 -76852.855601432602 46597.263308395159 -2401.4816273688016 -14550.627292660938 237224.81637720685 77820.801289682553 14616.824728430387 -404229.12229879131 -117170.88085676346
leaf_weight=259984 3396489 2948 34 1059 284149 573 22883 187 6151 416 858 219 106 2955 24263 9328 407 1742 2196 189 519 842 1123 50178 602 178 504 1999 106 617
leaf_count=259984 3396489 2948 34 1059 284149 573 22883 187 6151 416 858 219 106 2955 24263 9328 407 1742 2196 189 519 842 1123 50178 602 178 504 1999 106 617
internal_value=0 367.899 -11086.3 -12963.7 436.647 1150.03 -1232.92 -1482.66 -3168.65 -24131.5 10036 93619.1 -45021.4 -41519.7 -2184.09 -602.599 -4745.67 -18309.2 9273.7 6204.03 76419.7 -21777.1 8217.51 -512.512 46079.5 108472 -1603.72 -17928.7 -24401.5 -159257
internal_weight=0 677315 4041 4007 673274 413290 129141 128568 105685 4741 1599 635 964 3142 100944 91928 64761 9016 27167 24971 708 12892 2865 51869 1187 585 50682 12050 10051 723
internal_count=4073804 677315 4041 4007 673274 413290 129141 128568 105685 4741 1599 635 964 3142 100944 91928 64761 9016 27167 24971 708 12892 2865 51869 1187 585 50682 12050 10051 723
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=1 4 2 0 7 6 2 0 4 6 0 5 6 6 0 6 4 0 0 0 6 6 4 6 6 6 0 6 6 5
split_gain=1.01683e+13 2.90031e+13 3.62595e+13 6.35086e+13 6.02377e+13 5.96918e+13 3.41039e+13 5.02129e+13 4.87115e+13 4.63806e+13 3.87143e+13 3.37935e+13 3.81998e+13 3.22471e+13 3.14353e+13 4.63971e+13 4.22719e+13 3.96134e+13 5.33101e+13 3.99752e+13 3.88179e+13 3.87993e+13 4.82984e+13 3.71379e+13 2.96472e+13 2.80297e+13 2.71859e+13 2.60892e+13 2.57377e+13 5.10009e+13
threshold=113.48479755000001 17.500000000000004 5325.0000000000009 50.556058150000005 6.0000000000000009 100.05000000000001 9236.5000000000018 50.596941950000009 9.5000000000000018 79.710000000000022 52.02416370000001 3.5000000000000004 75.605000000000004 76.605000000000004 52.07762420000001 189.00000000000003 9.5000000000000018 52.960348700000004 53.715816400000008 56.638205000000006 44.010000000000012 142.05000000000004 6.5000000000000009 43.905000000000008 82.905000000000015 62.995000000000012 57.719618750000002 76.605000000000004 66.010000000000005 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 3 4 5 11 7 8 9 -4 13 28 -13 -8 15 16 20 27 25 -20 -12 -22 -23 -18 -14 -19 -9 -16 29 -2
right_child=1 -3 6 -5 -6 -7 10 26 -10 -11 14 12 24 -15 17 -17 23 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.71186244375799 -2998.2329267314835 35196.603855919471 29243.267539772292 -69145.465572262881 71114.308616365131 160270.199765625 -4739.2991393027869 -69883.094170827972 2841.1316442919988 101972.00122070312 202.46076240436545 29904.262617187502 -218859.33061079547 -38904.273273367529 -50637.179290850756 159906.086484375 29586.241443657156 32623.886965923433 -51541.756297858032 344.6304202149085 17373.522811202725 74355.876934523811 -103915.66232599433 -10662.119884819444 -54688.697611860793 125238.53467987804 39041.757669270839 43185.5510569853 25177.496414581128 -51514.765389342232
leaf_weight=4047600 816 260 712 178 95 20 3788 97 749 100 2222 20 22 298 231 20 264 161 151 8916 4667 21 55 1742 22 41 30 34 177 295
leaf_count=4047600 816 260 712 178 95 20 3788 97 749 100 2222 20 22 298 231 20 264 161 151 8916 4667 21 55 1742 22 41 30 34 177 295
internal_value=0 1963.54 1630.49 -12737.7 -5893.46 -11225.6 2603.19 16314.6 21234.1 38200 1579.59 -13762.6 -84687.1 -7231.02 3522.91 7764.84 7425.66 -477.421 612.487 -519.475 11109.6 16219.3 -54656.4 -5365.23 -136774 51421.9 -44152.8 -38599.5 -10238.4 -15880.7
internal_weight=0 26204 25944 1645 1467 1372 24299 1688 1561 812 22611 1352 64 4086 18525 8991 8971 9534 9269 9067 6965 4743 76 2006 44 202 127 265 1288 1111
internal_count=4073804 26204 25944 1645 1467 1372 24299 1688 1561 812 22611 1352 64 4086 18525 8991 8971 9534 9269 9067 6965 4743 76 2006 44 202 127 265 1288 1111
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=0 3 6 3 0 6 1 5 6 4 5 4 0 4 6 6 6 5 3 6 3 6 0 4 0 6 3 1 1 6
split_gain=9.82167e+12 6.39301e+13 9.39564e+13 1.31799e+14 6.3286e+13 6.31452e+13 9.95816e+13 6.7844e+13 5.7142e+13 6.65093e+13 5.54038e+13 7.70291e+13 1.1955e+14 1.46902e+14 6.73104e+13 6.93467e+13 6.678e+13 6.62965e+13 5.94761e+13 7.09836e+13 5.39088e+13 5.85934e+13 9.16647e+13 5.82597e+13 7.52865e+13 6.83704e+13 5.42903e+13 5.42655e+13 1.18179e+14 7.35826e+13
threshold=45.085557650000005 12.500000000000002 156.15000000000003 16.500000000000004 45.090603300000005 189.00000000000003 38.999037500000007 3.5000000000000004 54.990000000000002 5.5000000000000009 3.5000000000000004 16.500000000000004 45.040161900000008 19.500000000000004 149.05000000000004 106.49500000000002 120.05000000000001 4.5000000000000009 11.500000000000002 149.05000000000004 7.5000000000000009 114.05000000000001 45.07004340000001 4.5000000000000009 44.739668300000005 116.05000000000001 3.5000000000000004 38.965413050000002 38.977585500000011 99.050000000000011
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 10 -3 -4 8 6 -5 -8 -2 -10 -1 18 13 14 15 -13 -15 -14 20 -20 21 27 23 24 25 -23 -27 -12 29 -29
right_child=4 2 3 5 -6 -7 7 -9 9 -11 11 12 17 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-193.64545414807833 -2437.5297962905533 3935.7918056089547 -91483.235602566434 49430.141482388775 -28.904175564648092 35707.124858072923 -221241.59989442572 -38450.296875 16550.383585748314 -19441.072831747082 -3633.6994359954874 144903.41540890958 123244.09183604195 7762.463249143836 246536.47031250002 -8866.6007549579335 -121944.10886314657 -28559.217313878675 37948.522647471917 238549.95134943185 -11424.733621782854 -154219.72619977681 -113683.60152343749 7161.5000924894694 -61112.658783125451 -7314.7963639440613 78072.860324928988 46613.065053739163 13383.108685564996 162592.17994140624
leaf_weight=427517 12099 57854 249 59 3557588 225 37 45 582 4358 1754 47 187 73 20 78 87 34 89 22 1881 28 75 2173 330 484 88 173 5488 80
leaf_count=427517 12099 57854 249 59 3557588 225 37 45 582 4358 1754 47 187 73 20 78 87 34 89 22 1881 28 75 2173 330 484 88 173 5488 80
internal_value=0 415.509 3522.49 -35357.8 -58.0236 2825.9 -49644.1 -120929 -6137.89 -15200.8 3.30476 6386.41 43883.6 3302.02 76204.1 48950.9 -62765.5 99889.7 4829.09 77707.4 4184.71 6935.71 -4442.92 -1802.56 -22747.6 -1646.84 5821.77 11760.4 16463.7 83286.3
internal_weight=0 499177 58469 615 3.57463e+06 366 141 82 17039 4940 440708 13191 526 305 145 125 160 221 12665 111 12554 10673 3178 3103 930 600 572 7495 5741 253
internal_count=4073804 499177 58469 615 3574627 366 141 82 17039 4940 440708 13191 526 305 145 125 160 221 12665 111 12554 10673 3178 3103 930 600 572 7495 5741 253
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=4 1 4 0 1 0 0 4 1 4 0 4 0 7 1 6 0 0 0 1 6 4 1 0 6 0 6 1 0 6
split_gain=1.02079e+13 5.52233e+13 1.50591e+14 1.13715e+14 3.52824e+14 3.3845e+14 8.13082e+14 3.79164e+14 3.56016e+14 3.21502e+14 2.32319e+14 2.28282e+14 2.09318e+14 1.52346e+14 1.47874e+14 1.87032e+14 1.84471e+14 1.39377e+14 3.58892e+14 2.36655e+14 1.86333e+14 1.78569e+14 2.1095e+14 1.76389e+14 1.31588e+14 1.27762e+14 1.26792e+14 1.17158e+14 2.32936e+14 1.20803e+14
threshold=10.500000000000002 37.957884500000006 11.500000000000002 55.579943700000008 38.657016300000002 55.696737300000009 55.702806750000008 14.500000000000002 37.978059650000013 16.500000000000004 55.60524465000001 24.500000000000004 55.710673100000008 6.0000000000000009 38.247071200000008 94.02500000000002 55.303261650000003 55.145978450000008 55.173955500000005 61.29689960000001 90.045000000000016 19.500000000000004 61.400814300000008 55.102137100000007 116.05000000000001 55.568628050000008 134.05000000000004 38.927872750000006 45.053967500000006 50.795000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 12 -10 13 -9 -8 -5 15 -4 -16 23 21 20 -20 26 -23 27 -12 -18 -19 28 -6 -30
right_child=1 2 3 5 17 6 8 11 9 -11 24 -13 -14 -15 16 -17 25 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=122.49484594725882 490.57756522914264 -8909.5502641281146 7585.1561293143477 5038.1602446962079 5283.8036456872678 124736.19770936131 17689.932532191367 6720.8963730918686 -5289.1651393415714 1538.9069914922623 -32621.027317205171 71122.432971035902 -30674.530568746224 -39822.65976454108 109212.11844075521 99143.788218881309 989.77743448725096 42676.1891014961 10541.92072066637 -16739.336596141242 100474.95299726563 -1738.1035784113828 119069.97389914774 -13197.584793078138 -179154.04213079638 57588.745815526243 -52488.798044181036 317.34450235612678 -9523.3867677801954 -34551.998344724059
leaf_weight=2547999 653419 21917 3566 3789 6395 570 1044 1324 121335 159749 5305 942 6264 946 384 238 726 4063 2936 5424 250 2353 154 10227 62 885 145 503550 4425 3418
leaf_count=2547999 653419 21917 3566 3789 6395 570 1044 1324 121335 159749 5305 942 6264 946 384 238 726 4063 2936 5424 250 2353 154 10227 62 885 145 503550 4425 3418
internal_value=0 -204.559 -725.217 -514.303 342.262 -2075.29 -1451.11 51832 -1975.09 -1408.55 -20069.8 33493.3 -23765.3 -3924.53 24877.9 13313.6 46928.4 80.3962 9481.58 -4033.02 17598.8 26810.1 5682.9 -192.462 -34313.8 32082.3 39397 64.4067 -8881.15 -20430.9
internal_weight=0 1.5258e+06 872386 850469 549139 301330 291228 2836 288392 281084 10102 2266 7308 4735 5799 3804 1995 543340 15325 8610 3186 6715 2507 528015 5367 1611 4208 517788 14238 7843
internal_count=4073804 1525805 872386 850469 549139 301330 291228 2836 288392 281084 10102 2266 7308 4735 5799 3804 1995 543340 15325 8610 3186 6715 2507 528015 5367 1611 4208 517788 14238 7843
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 4 1 6 7 1 0 3 6 6 1 6 1 1 1 4 0 1 4 0 0 0 1 5 1 1
split_gain=1.1399e+13 5.61205e+13 8.65844e+13 6.37669e+13 1.04314e+14 1.82769e+14 1.34052e+14 7.96826e+13 6.72005e+13 1.81522e+14 1.25111e+14 6.32563e+13 6.06058e+13 5.90189e+13 1.04875e+14 5.68972e+13 5.65176e+13 1.00432e+14 1.71307e+14 1.59559e+14 1.70088e+14 2.59127e+14 1.36357e+14 1.35355e+14 1.16088e+14 2.55953e+14 2.08667e+14 2.07697e+14 1.97796e+14 2.18983e+14
threshold=19.500000000000004 60.034792100000011 60.064438250000002 49.485000000000007 30.330566300000005 23.500000000000004 30.303340300000002 80.720000000000013 6.0000000000000009 30.345769800000003 60.042359000000012 1.5000000000000002 62.375000000000007 81.02500000000002 30.345769800000003 65.410000000000011 82.911604200000014 60.636764050000004 60.605526900000008 21.500000000000004 55.012912000000007 61.335446300000008 24.500000000000004 56.888401950000009 55.055052800000006 55.050541250000002 82.906746050000024 2.5000000000000004 82.906746050000024 82.901648750000021
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 -6 10 -10 -9 -7 -5 -4 -15 -14 17 18 -2 -19 -21 22 -22 -20 25 26 -23 -28 29 -27
right_child=1 2 13 4 7 6 -8 8 9 -11 -12 -13 15 14 -16 -17 -18 19 23 20 21 24 -24 -25 -26 28 27 -29 -30 -31
leaf_value=60.732772437626856 -943.63916492565022 2087.5198278547791 -3910.7998376433134 41443.761598262085 14918.830362256951 101296.91546542403 86818.133256835936 77472.632026176943 -299715.90062500001 3537.1625027144692 -59780.491000524176 4390.4260130640232 193095.13869680851 -79508.780636078009 46701.059076544945 76394.581163057373 2784.1874459342548 -21909.882894441922 21633.183652867134 -27841.064660198179 -31774.469654627159 10836.299724465003 -4263.826709246835 -18707.312262373525 22581.229383244929 -43954.108678156772 52641.864192910522 220228.521097819 -83769.440085313588 18768.086021400009
leaf_weight=3599339 374006 10622 5775 702 2616 69 225 77 20 1511 483 2833 47 253 89 376 41724 5665 5467 2434 2480 1434 6587 981 4889 969 322 96 405 1308
leaf_count=3599339 374006 10622 5775 702 2616 69 225 77 20 1511 483 2833 47 253 89 376 41724 5665 5467 2434 2480 1434 6587 981 4889 969 322 96 405 1308
internal_value=0 -460.725 4084.13 7328.43 13542.2 24895.3 12459.8 3286.47 -11266.5 -424.341 -40908.2 6694.54 59460.8 -6301.16 -46664.7 89361.3 -720.979 -1080.28 -665.021 -7022.04 -2991.29 279.908 -11788.5 15495.8 11892.4 366.646 28958.9 91130.7 -19377.1 -7923.97
internal_weight=0 474465 25698 19581 8959 4252 3127 4707 2091 1531 560 2902 1125 6117 342 423 448767 407043 380454 26589 20924 18490 9067 6448 9423 4534 1852 418 2682 2277
internal_count=4073804 474465 25698 19581 8959 4252 3127 4707 2091 1531 560 2902 1125 6117 342 423 448767 407043 380454 26589 20924 18490 9067 6448 9423 4534 1852 418 2682 2277
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 4 0 4 6 4 0 4 4 4 0 3 6 1 4 0 0 2 6 1 4 5 6 6 4
split_gain=1.03558e+13 1.74972e+14 2.95431e+14 1.91864e+14 3.66103e+14 1.67743e+14 1.27425e+14 1.56537e+14 1.32654e+14 1.22128e+14 1.6679e+14 1.5686e+14 1.19289e+14 1.3039e+14 1.41981e+14 1.9996e+14 1.60791e+14 1.5873e+14 1.34949e+14 2.31736e+14 3.69744e+14 3.93247e+14 3.44295e+14 2.50302e+14 2.47946e+14 2.14838e+14 3.01277e+14 2.12052e+14 2.11557e+14 3.38422e+14
threshold=56.782540950000005 56.872182500000008 60.770858000000011 60.605526900000008 60.620042600000012 56.838524800000009 15.500000000000002 56.791379400000004 12.500000000000002 95.045000000000016 20.500000000000004 56.802121050000004 4.5000000000000009 16.500000000000004 15.500000000000002 56.986919400000012 15.500000000000002 79.710000000000022 30.277905650000005 19.500000000000004 60.028671700000011 59.856552950000008 3338.0000000000005 95.045000000000016 65.534455000000023 17.500000000000004 3.5000000000000004 71.030000000000015 55.805000000000007 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 -2 -5 6 8 -8 -6 -9 11 -11 -3 14 16 17 -14 -16 -15 20 21 24 -22 28 -20 -25 -27 -26 -23 -30
right_child=1 12 -4 4 5 -7 7 9 -10 10 -12 -13 13 18 15 -17 -18 -19 19 -21 22 23 -24 25 27 26 -28 -29 29 -31
leaf_value=-82.979996435180624 1762.5413012765621 3877.0095252576921 -24645.10957636785 30189.867541666586 4902.0850907171371 15984.072078130434 21762.373824093691 -8421.4250547744305 44913.920910303939 35398.610924899192 -15659.725463824579 -142507.31231892083 -971.40339083517722 -3409.91467880852 -21011.067595642315 -4814.6614933351311 -245012.22407407407 -82735.575221174862 -1426.5447729949385 -283.2671904431856 -47789.940860125018 16108.248831712082 362.69868429034119 55322.832148865193 11951.199818133979 -72594.669144737709 77875.758259789742 56013.918065256708 11355.994803533551 55255.314705083314
leaf_weight=3205517 79116 63410 3548 7485 11015 10764 1592 8153 896 62 573 247 454323 41524 3551 38227 27 472 22870 84644 2054 10462 5359 274 8076 745 162 1263 2871 4522
leaf_count=3205517 79116 63410 3548 7485 11015 10764 1592 8153 896 62 573 247 454323 41524 3551 38227 27 472 22870 84644 2054 10462 5359 274 8076 745 162 1263 2871 4522
internal_value=0 306.343 3793.21 4634.72 10206 5714.37 809.635 -7150.82 7911.96 -12245.4 -47593.7 -106811 -271.579 -657.625 -1501.53 -7046.43 -985.906 -28252.9 1609.81 3064.35 7895 10914.7 -12979.5 22309.5 4180.15 -22276.6 -45719 17910.2 25258.6 38207.4
internal_weight=0 868287 123451 119903 40787 33302 22538 10627 11911 9035 882 309 744836 681426 496600 42250 454350 4023 184826 143302 58658 51245 7413 19036 32209 1181 907 9339 17855 7393
internal_count=4073804 868287 123451 119903 40787 33302 22538 10627 11911 9035 882 309 744836 681426 496600 42250 454350 4023 184826 143302 58658 51245 7413 19036 32209 1181 907 9339 17855 7393
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=6 4 0 7 1 6 2 7 0 0 0 1 1 6 0 3 6 1 0 0 4 4 6 1 1 7 0 5 0 1
split_gain=1.08862e+13 4.19194e+13 6.60743e+13 6.76518e+13 1.13518e+14 6.37298e+13 5.10788e+13 1.22085e+14 6.88632e+13 1.20928e+14 8.92901e+13 1.86859e+14 1.29246e+14 6.89114e+13 5.41972e+13 4.83604e+13 4.75858e+13 4.30703e+13 1.06238e+14 9.64982e+13 1.70527e+14 1.00774e+14 9.30094e+13 1.34887e+14 8.95116e+13 9.54347e+13 8.2024e+13 8.64046e+13 8.9019e+13 2.33733e+14
threshold=42.005000000000003 4.5000000000000009 43.687280500000007 6.0000000000000009 39.718675700000013 41.990000000000002 36.000000000000007 6.0000000000000009 55.834019500000004 55.749683450000006 55.783232450000007 37.631035900000008 37.682335600000009 33.805000000000007 55.554045200000012 3.5000000000000004 37.310000000000009 37.343102500000008 59.864072000000007 60.002985000000002 20.500000000000004 26.500000000000004 36.405000000000008 30.410676000000006 37.46219940000001 6.0000000000000009 55.554045200000012 1.5000000000000002 55.622114900000007 37.425454150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 11 13 -13 -11 -4 -8 -9 18 -3 20 22 -22 -20 -24 25 -19 -27 28 29 -28
right_child=-2 17 5 4 -6 -7 15 16 -10 10 -12 12 -14 -15 -16 -17 -18 24 19 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-6858.468578523305 -118.10796176402019 -3486.0256945517572 -3663.2880655537879 80032.002551424055 -44775.839215347616 -8728.8898691967388 411.42435417727495 -91193.388248572723 -96931.863779633626 81370.773382994186 -24433.143895896086 306652.81743259804 6710.5706640624994 -109138.92122012869 -62896.225703505217 -6780.1901254508111 -258556.32377717394 1255.7190142482423 3092.1159630316492 -2222.3719583204143 -2653.4695952294005 -39652.079622543417 18306.517171062595 -1110.5037857918171 517.38366090008083 -11511.84610685722 99606.668559966216 69143.951075809236 8045.6065052971508 18223.758669248535
leaf_weight=5061 2676587 89151 421 79 940 9761 116968 65 87 43 83 51 20 34 244 10163 23 14058 20110 43749 15860 772 13064 4927 1041049 1134 407 307 5931 2655
leaf_count=5061 2676587 89151 421 79 940 9761 116968 65 87 43 83 51 20 34 244 10163 23 14058 20110 43749 15860 772 13064 4927 1041049 1134 407 307 5931 2655
internal_value=0 226.254 -1389.35 -11591.7 -35099.9 -939.737 -346.689 -22093.9 -11992.1 -3744.59 58587.8 105147 222162 -2750.39 -25396.9 -163.482 -134936 411.956 -985.1 1278.87 4077.47 -4370.82 7765.34 12989 657.966 6633.52 13879.2 16975.2 15194.3 29041.1
internal_weight=0 1.39722e+06 144043 6080 1019 137963 128202 1071 983 896 231 148 71 77 665 127131 88 1.25317e+06 187633 98482 54733 16632 38101 17991 1.06554e+06 24492 10434 9300 8993 3062
internal_count=4073804 1397217 144043 6080 1019 137963 128202 1071 983 896 231 148 71 77 665 127131 88 1253174 187633 98482 54733 16632 38101 17991 1065541 24492 10434 9300 8993 3062
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=0 0 1 7 4 1 6 6 1 4 1 6 1 3 6 1 6 0 3 7 0 6 0 6 1 4 4 6 2 0
split_gain=1.00467e+13 7.73346e+13 9.30476e+13 7.99804e+13 8.85169e+13 1.65364e+14 1.22305e+14 8.43075e+13 7.51215e+13 8.68467e+13 1.04476e+14 7.6466e+13 7.07845e+13 7.38515e+13 1.26963e+14 9.18879e+13 8.39783e+13 6.46363e+13 5.9184e+13 1.17258e+14 1.02498e+14 1.82121e+14 1.03431e+14 9.37354e+13 1.08719e+14 1.45961e+14 1.24055e+14 9.93294e+13 8.6802e+13 7.33181e+13
threshold=47.245981600000007 47.207933300000008 39.366401150000009 6.0000000000000009 5.5000000000000009 39.652459050000012 99.050000000000011 114.05000000000001 39.763755750000009 11.500000000000002 39.803839700000005 64.805000000000021 39.803839700000005 7.5000000000000009 102.04000000000001 39.777866350000004 120.05000000000001 47.222459950000008 3.5000000000000004 6.0000000000000009 45.073441650000007 49.010000000000012 45.001720900000002 53.005000000000003 37.318079750000003 9.5000000000000018 19.500000000000004 114.05000000000001 7833.0000000000009 47.139841100000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 8 -6 -7 10 11 -10 13 15 -15 16 -8 -18 -1 20 22 -22 23 -20 25 -25 -26 -28 -27 -21
right_child=-2 2 3 -5 5 6 12 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 19 29 21 -23 -24 24 26 28 27 -29 -30 -31
leaf_value=1223.8996292949437 -71.27071403568209 -12886.065500835164 -62.771129827235022 -2451.284752322324 1397.8899157677176 17029.03078311537 35375.972966435271 -109407.69450860508 32853.185271780836 -6547.0232922182986 3574.3394055854806 112049.06995335629 -62168.635049143144 115678.09022681828 5210.2631261777642 254374.96658653847 193013.16916429927 78522.756258012829 -200.98757865674645 3230.8602740531946 -798.26766595936931 -11096.044548288579 1193.0908004301143 -7770.7779319049041 -5811.9723217570026 62095.954684669879 -21560.989708100926 -91266.8940403054 -18962.463358410496 -17779.453532411128
leaf_weight=243852 3378038 3255 15187 13241 14193 12785 424 69 616 3529 1582 152 62 126 597 26 66 195 55491 74083 42559 28793 134813 1079 43306 716 2888 220 162 1699
leaf_count=243852 3378038 3255 15187 13241 14193 12785 424 69 616 3529 1582 152 62 126 597 26 66 195 55491 74083 42559 28793 134813 1079 43306 716 2888 220 162 1699
internal_value=0 346.029 3599.83 4453.64 6296.61 9102.37 14932.1 861.809 12726.9 3371.18 18265.4 48527.4 42443.5 46966.5 24461.9 69850.9 62847 107474 4.42802 -766.343 -1628.27 -4953.78 -634.104 -3005.81 -6223.48 16864.6 -7196.97 -26495.1 47139.8 2759.82
internal_weight=0 695766 66105 62850 49609 34422 20160 14262 18664 5879 2350 768 1496 1434 723 711 685 261 629661 385809 310027 71352 238675 103862 48371 1957 46414 3108 878 75782
internal_count=4073804 695766 66105 62850 49609 34422 20160 14262 18664 5879 2350 768 1496 1434 723 711 685 261 629661 385809 310027 71352 238675 103862 48371 1957 46414 3108 878 75782
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=6 6 1 4 3 0 1 3 4 0 0 0 3 0 3 6 6 3 4 3 0 0 2 1 5 1 1 1 5 2
split_gain=9.60946e+12 2.93144e+13 5.52878e+13 5.76972e+13 5.3452e+13 9.31062e+13 6.32823e+13 6.14831e+13 5.299e+13 5.5055e+13 1.23713e+14 1.1742e+14 1.21568e+14 7.48844e+13 8.78043e+13 9.09193e+13 8.7388e+13 5.9522e+13 6.47643e+13 1.45198e+14 7.69757e+13 7.27577e+13 6.00994e+13 5.99039e+13 6.07381e+13 5.28042e+13 5.53217e+13 2.83202e+14 1.28927e+14 7.38468e+13
threshold=168.45000000000002 142.05000000000004 38.989878900000008 19.500000000000004 21.500000000000004 45.015054600000006 82.92647190000001 15.500000000000002 9.5000000000000018 56.818587550000011 55.050541250000002 55.039488700000007 7.5000000000000009 56.83050475000001 8.5000000000000018 149.05000000000004 156.15000000000003 10.500000000000002 11.500000000000002 4.5000000000000009 53.888505650000006 45.059854000000009 2506.0000000000005 83.025426800000005 4.5000000000000009 39.018051150000005 82.95992385000001 82.901648750000021 4.5000000000000009 9236.5000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 10 11 17 -13 -11 -15 -16 -17 18 19 20 -10 -21 -19 -24 -25 -4 27 -27 -29 -28
right_child=-2 2 3 4 -6 6 -8 -9 9 13 -12 12 -14 14 15 16 -18 22 -20 21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=5.90167917291439 3093.4716297843897 5833.8942688481293 -93152.022003264923 -108883.0657051282 -13340.410423790254 11036.746137695314 217855.80459872159 93665.098960092917 -40855.195970094363 79548.724834168635 -62845.436305646581 -33022.413731971159 170749.51028451495 -50951.55642499715 -31741.768531393347 156686.34712738436 -30309.605130912161 63701.346757693405 20392.385131668336 -56110.765029935748 -181800.35052521536 48680.747849878775 -77732.127105644307 -85181.959712357959 136855.07187499999 -5440.083467531832 5623.9703177550455 192879.32844328706 -25639.763953993057 -74384.420108198232
leaf_weight=4053505 10017 3095 67 39 361 230 22 148 77 106 782 52 67 274 109 77 37 41 437 107 78 174 356 22 28 2890 223 108 36 239
leaf_count=4053505 10017 3095 67 39 361 230 22 148 77 106 782 52 67 274 109 77 37 41 437 107 78 174 356 22 28 2890 223 108 36 239
internal_value=0 -7.62523 -5340.38 -10152.5 15164.2 38604.3 52984.3 43388.6 -13323.5 -23554.6 -30829.9 -13431.6 81706.3 3242.09 -13032.6 33558.5 95994.7 -22008.4 -6813.52 -34081.8 -111782 8777.93 -51684.4 -63336.7 39158.8 -5214.38 -3529.07 1379.73 138250 -35765.7
internal_weight=0 4.06379e+06 10282 7187 800 439 400 378 6387 2824 2221 1439 119 603 497 223 114 1320 873 436 155 281 447 406 50 3563 3496 3034 144 462
internal_count=4073804 4063787 10282 7187 800 439 400 378 6387 2824 2221 1439 119 603 497 223 114 1320 873 436 155 281 447 406 50 3563 3496 3034 144 462
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 6 6 1 5 3 4 0 0 0 2 2 1 0 4 1 6 6 1 1 6 6 4 1 1
split_gain=9.72218e+12 2.76261e+13 3.35436e+13 3.27432e+13 3.37953e+13 9.08487e+13 3.50917e+13 5.95869e+13 2.95722e+13 2.76731e+13 2.6341e+13 2.11709e+13 3.42486e+13 4.04392e+13 6.95006e+13 6.57346e+13 5.38493e+13 1.90936e+14 5.00065e+13 1.36816e+14 7.64024e+13 9.72897e+13 1.35593e+14 6.99728e+13 9.79888e+13 8.21491e+13 6.85727e+13 6.71467e+13 5.84336e+13 4.84662e+13
threshold=25.500000000000004 60.605526900000008 60.620042600000012 56.838524800000009 55.039488700000007 56.760749800000006 134.05000000000004 120.05000000000001 60.590708550000009 2.5000000000000004 35.500000000000007 32.500000000000007 55.883833400000007 55.801384500000005 55.79439725000001 75.000000000000014 75.000000000000014 37.475446350000006 55.676890650000011 34.500000000000007 37.475446350000006 71.715000000000018 75.010000000000005 37.503969450000007 37.631035900000008 95.045000000000016 38.010000000000012 33.500000000000007 37.401708450000008 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 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 8 -3 4 -4 -6 7 9 -2 -7 -8 -1 13 14 18 -16 17 -15 -13 23 -21 -22 -23 28 25 26 -25 29 -20 -28
right_child=1 2 3 -5 5 6 10 -9 -10 -11 -12 12 -14 16 15 -17 -18 -19 19 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.4899576391497149 2479.7927582908796 64827.741338252315 -5921.0001151344995 -28947.128136541196 139258.45610017123 6156.0009988414931 -85072.407468750011 180067.56681250001 -27994.785922792737 83575.834293038512 50716.684062500004 4543.1063769213897 -12575.348449581568 -263970.35752704326 -202474.24345703126 -37190.211513369846 76165.437879390214 8205.9832422397158 -67861.085382812511 -12889.753781122141 68851.32308974379 -231383.30246394232 15167.943829617836 26687.579261363637 -25786.944949208533 72412.020647321435 -92011.757116836379 26840.052906249999 57072.66236615277 -191067.10920960025
leaf_weight=4051753 7788 135 308 165 73 263 50 25 332 56 20 3231 3454 26 32 97 113 2969 50 527 381 26 157 33 1338 28 89 25 149 111
leaf_count=4051753 7788 135 308 165 73 263 50 25 332 56 20 3231 3454 26 32 97 113 2969 50 527 381 26 157 33 1338 28 89 25 149 111
internal_value=0 3244.46 18154.7 11591.3 20004.9 36401.5 18264.9 31398.2 1233.79 19746.9 -46275.5 -7.35565 -4062.14 -927.989 -5548.84 -78190.9 8399.95 5843.18 -4023.89 -13522.8 14486.6 40066.9 -19861.2 -30285.5 -37143.6 -90273.7 -107929 -127673 25682.3 -146987
internal_weight=0 9215 1095 960 795 487 414 344 8120 319 70 4.06459e+06 12836 9382 6274 129 3108 2995 6145 2914 1091 564 183 1823 1624 286 258 225 199 200
internal_count=4073804 9215 1095 960 795 487 414 344 8120 319 70 4064589 12836 9382 6274 129 3108 2995 6145 2914 1091 564 183 1823 1624 286 258 225 199 200
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=0 0 7 2 6 1 1 1 1 0 4 1 1 0 4 4 4 6 0 6 0 4 6 4 1 1 1 0 0 4
split_gain=9.33142e+12 1.44211e+14 1.5195e+14 2.70191e+14 1.00726e+14 8.74595e+13 3.53455e+14 2.17149e+14 2.17104e+14 2.9331e+14 2.42686e+14 2.10589e+14 2.7048e+14 2.07129e+14 2.36579e+14 2.24067e+14 1.9809e+14 1.71849e+14 3.08882e+14 1.39114e+14 1.28875e+14 1.42312e+14 1.9237e+14 3.45393e+14 1.26719e+14 1.62201e+14 2.15474e+14 1.73436e+14 1.58782e+14 1.7783e+14
threshold=56.115175650000005 56.067362750000008 6.0000000000000009 5762.5000000000009 59.505000000000003 39.843340650000009 39.873894000000007 38.247071200000008 38.166910000000009 56.309668500000008 4.5000000000000009 39.735861600000007 39.178027400000005 57.60122925000001 8.5000000000000018 6.5000000000000009 14.500000000000002 59.505000000000003 57.634352600000007 82.00500000000001 56.288960650000007 23.500000000000004 79.015000000000015 10.500000000000002 37.534144550000008 37.517483500000004 37.46219940000001 56.228352100000002 56.342669500000007 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 -3 -4 7 13 8 24 10 -10 12 -9 -7 15 -15 19 -16 -19 -11 -12 22 -22 -24 25 26 -2 -27 -26 -30
right_child=5 2 4 -5 -6 6 -8 11 9 16 20 -13 -14 14 17 -17 -18 18 -20 -21 21 -23 23 -25 28 27 -28 -29 29 -31
leaf_value=-20.67858108289397 31.539263976102092 -5059.9366312216443 -13519.540247240664 69348.451476217364 -43434.769169380743 4097.5607533592201 714.40072148390539 -8742.6669311061851 -34871.798924549352 -50.178904333530433 -50865.393424944195 -1481.0053055907842 -37032.665121664686 34066.417411981442 36116.352697723174 -14403.138675458073 -204982.28261303192 148677.24476689877 8150.2879256493943 265535.05730468751 92149.44977852545 -3017.2651095920141 550304.8668269231 52334.340794270836 -2478.433797796331 135297.70407556769 -36408.922242626286 19863.223040455272 -15108.610711508663 -64932.520597717354
leaf_weight=2958794 417040 24323 4096 498 1552 5376 593482 13694 218 1422 70 24192 4487 3039 993 1390 47 460 237 20 845 144 26 30 9276 139 1629 2046 3326 913
leaf_count=2958794 417040 24323 4096 498 1552 5376 593482 13694 218 1422 70 24192 4487 3039 993 1390 47 460 237 20 845 144 26 30 9276 139 1629 2046 3326 913
internal_value=0 -91.1622 -6935.71 -3567.03 -21739.9 251.266 1050.79 -757.352 -94.8847 27552.2 61625.8 -7592.48 -15724.5 18418.7 31000.8 18854.7 -2951.52 62832.4 100894 3633.39 80492.5 89291.6 104045 283535 -274.502 31.5775 -110.247 27206.7 -9805.74 -25839.7
internal_weight=0 2.98926e+06 30469 24821 5648 1.08454e+06 604977 479564 437191 2822 1333 42373 18181 11495 6119 4429 1489 1690 697 1442 1115 1045 901 56 434369 420854 418669 2185 13515 4239
internal_count=4073804 2989263 30469 24821 5648 1084541 604977 479564 437191 2822 1333 42373 18181 11495 6119 4429 1489 1690 697 1442 1115 1045 901 56 434369 420854 418669 2185 13515 4239
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 6 0 7 0 1 4 4 4 4 0 0 1 0 7 4 4 4 1 1 1 1 0 0 0 0
split_gain=9.76911e+12 5.29104e+13 2.91719e+14 1.65693e+14 6.8799e+13 7.67699e+13 7.48524e+13 6.79176e+13 2.6492e+14 8.78921e+13 6.54574e+13 6.44038e+13 1.18979e+14 6.11201e+13 7.70742e+13 8.45731e+13 7.01831e+13 5.99376e+13 5.45058e+13 2.8723e+14 1.86716e+14 5.84062e+14 4.34904e+14 7.49075e+14 4.66056e+14 5.78584e+14 7.17659e+14 3.2806e+14 6.9006e+14 4.95304e+14
threshold=451.00000000000006 36.865631950000008 17.500000000000004 55.418618900000006 55.876067900000002 79.015000000000015 55.883833400000007 6.0000000000000009 55.696737300000009 36.593086150000012 16.500000000000004 8.5000000000000018 10.500000000000002 24.500000000000004 55.728148450000006 55.876067900000002 36.555998300000006 56.309668500000008 6.0000000000000009 8.5000000000000018 16.500000000000004 17.500000000000004 37.780517050000007 37.768783500000005 37.740454950000007 37.71815560000001 55.660117850000006 55.806294650000005 55.850146250000009 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 11 -10 -8 -9 -13 14 -4 -16 -15 -12 -3 -20 22 -22 23 24 25 27 -27 29 -29 -21
right_child=-2 18 13 4 6 -7 10 8 9 -11 17 12 -14 16 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=11658.569811932621 -69.152466796734643 1140.7605304247509 115361.1891659648 -20747.314679137995 160684.20428240742 -55759.244195020445 -7040.5406966380488 -17888.804806315104 29025.099571070183 -71522.47510441058 182531.51424107142 241676.94439102567 58038.325939875424 175838.582539736 -150435.92531250001 88983.704817708349 11427.408948935234 1153.1957853618421 -17577.670780682598 3544.0610591278792 -15151.282919757412 1061.1770930515256 24542.770426483938 -76726.614029470409 51760.516250922192 34100.454315280032 -51805.358823836403 85626.840895243164 9809.6417592839171 -39863.221561148181
leaf_weight=3699 3396489 438147 269 5268 27 535 7448 90 116 347 35 39 370 29 25 36 248 38 9738 38570 27536 115119 9179 1210 1879 1292 3932 1417 7856 2821
leaf_count=3699 3396489 438147 269 5268 27 535 7448 90 116 347 35 39 370 29 25 36 248 38 9738 38570 27536 115119 9179 1210 1879 1292 3932 1417 7856 2821
internal_value=0 346.775 -4910.25 -7208.08 -12083.9 -19407.2 -5520.28 -16285.5 8147.82 -46331.3 -6116.94 58696.6 75549.1 63275.1 92347.5 -9139.09 28640.1 88115.4 495.372 -786.77 -11.1474 -2068.24 4294.47 1143.09 2774.17 1127.2 -30559.1 4394.4 21395.2 585.641
internal_weight=0 677315 18619 18012 14313 6765 7548 6230 962 463 7521 499 409 607 330 61 277 73 658696 220549 210811 142655 68156 58977 57767 55888 5224 50664 9273 41391
internal_count=4073804 677315 18619 18012 14313 6765 7548 6230 962 463 7521 499 409 607 330 61 277 73 658696 220549 210811 142655 68156 58977 57767 55888 5224 50664 9273 41391
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=2 1 7 0 4 4 0 4 0 0 4 6 0 0 0 1 0 6 0 4 7 0 4 4 6 1 1 0 3 0
split_gain=1.03682e+13 6.5596e+13 1.33464e+14 2.82523e+14 2.16684e+14 1.66051e+14 1.54762e+14 1.24717e+14 1.12335e+14 1.07408e+14 1.34822e+14 1.07343e+14 1.06117e+14 2.05725e+14 1.21818e+14 9.67314e+13 4.98126e+14 2.68657e+14 9.42173e+13 1.13206e+14 9.19042e+13 1.15423e+14 9.15818e+13 2.00749e+14 1.48187e+14 1.41243e+14 1.21652e+14 1.20248e+14 1.16591e+14 1.53987e+14
threshold=36.000000000000007 37.804148700000006 6.0000000000000009 55.710673100000008 17.500000000000004 23.500000000000004 55.737027400000009 14.500000000000002 55.676890650000011 55.812023600000011 16.500000000000004 61.025000000000006 55.783232450000007 55.768246800000007 55.79439725000001 37.780517050000007 55.696737300000009 50.410000000000004 55.743464250000009 22.500000000000004 6.0000000000000009 55.710673100000008 5.5000000000000009 8.5000000000000018 36.405000000000008 37.374856000000008 37.234509300000006 55.568628050000008 1.5000000000000002 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 7 -6 -5 -4 -3 12 -11 -9 13 -10 -14 22 -17 -18 20 -20 -19 -22 24 26 25 -1 27 -24 29 -25
right_child=-2 2 3 6 5 -7 -8 11 9 10 -12 -13 14 -15 -16 16 17 18 19 -21 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-47030.438900300214 44.198976382681721 -108729.10220565026 21549.996603683387 97187.895883100457 45850.726024184041 -41553.709188220717 -186202.5545802525 -53117.192841130578 1289.8898708345741 -18522.678545734463 -126985.88797597811 -118874.33938698085 100891.3652264836 -59484.831867563866 15185.134265591045 -72474.503522294399 5869.3122353006593 -3106.6634153478285 66823.944470258299 195823.92929159629 166086.31120689656 36769.924203062343 -105780.45754573171 7134.5959563757515 -11992.959011805297 13631.352763448136 16572.308937537819 22178.161056816847 -54.778245419639717 -19496.15689528549
leaf_weight=421 3783399 99 179 234 454 417 21 1200 10246 1174 127 313 198 589 1021 604 3020 408 843 74 87 334 164 3177 14819 4347 8967 133 229876 6859
leaf_count=421 3783399 99 179 234 454 417 21 1200 10246 1174 127 313 198 589 1021 604 3020 408 843 74 87 334 164 3177 14819 4347 8967 133 229876 6859
internal_value=0 -575.825 -6744.57 -26533.3 -36520.7 4004.97 73849.9 -57382.3 -2599.74 -1813 -29110.6 -66720.6 1133.25 -2013.88 29106.2 -209.66 13079.6 23922 55147 77234 30715.5 63493.3 -475.185 42.3631 -7059.17 8275.1 14486.8 -48479.1 -515.396 -11065.9
internal_weight=0 290405 16272 2818 2563 871 255 1692 13454 13355 1301 1513 12054 10835 1219 274133 5370 4766 1746 917 829 421 268763 249176 19587 4768 9264 297 239912 10036
internal_count=4073804 290405 16272 2818 2563 871 255 1692 13454 13355 1301 1513 12054 10835 1219 274133 5370 4766 1746 917 829 421 268763 249176 19587 4768 9264 297 239912 10036
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 4 3 2 7 6 1 1 7 1 0 1 1 5 0 0 0 4 1 1 2 0 0 1 0 0
split_gain=1.0481e+13 4.79369e+13 1.7787e+14 2.18509e+14 2.50528e+14 3.20324e+14 2.39723e+14 2.13475e+14 1.88553e+14 1.82056e+14 1.75378e+14 2.25866e+14 3.37452e+14 4.45271e+14 4.50228e+14 4.18806e+14 5.03288e+14 4.03254e+14 3.09529e+14 4.60419e+14 2.78161e+14 2.8757e+14 2.37842e+14 3.56158e+14 2.38323e+14 2.36178e+14 4.25083e+14 2.18412e+14 6.80323e+14 2.64662e+14
threshold=18.500000000000004 16.500000000000004 60.01610465000001 59.963561900000009 30.389265100000003 17.500000000000004 11.500000000000002 3338.0000000000005 6.0000000000000009 85.020000000000024 82.941727000000014 38.247071200000008 6.0000000000000009 37.46219940000001 55.897267000000006 37.543519500000009 37.563506350000004 3.5000000000000004 55.568628050000008 55.539595350000006 55.554045200000012 17.500000000000004 37.858952300000006 37.631035900000008 75.000000000000014 55.660117850000006 55.910578700000009 37.517483500000004 55.753967500000009 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -4 -10 11 12 -3 14 17 20 18 -14 19 -17 21 -15 23 -18 -24 -25 -27 29 -29 -22
right_child=-2 2 7 4 5 -7 -8 -9 9 -11 -12 -13 13 15 -16 16 22 -19 -20 -21 27 -23 24 25 -26 26 -28 28 -30 -31
leaf_value=-61.801124753646597 -401.42984409721771 2337.1223890957272 -14745.344386661633 6631.5496145582365 41634.079010441026 -19489.467768927621 121775.36263647064 2718.0805322240371 -52930.244939641416 -209698.48660378761 -4459.9646714772043 4455.8019148333615 31714.01817864945 6004.1819188349436 -4593.4421767791664 -103729.16183230378 -30436.985651394138 299754.47142269736 -50265.537312500004 264367.5673225309 -63601.411138392883 -70691.207492436719 -60295.674503744398 -9392.4178929716945 -16400.906660204393 41472.308520796003 -25178.379245060147 -397023.39180194808 -60188.450472785975 22975.28515366152
leaf_weight=3147398 560858 92509 2321 5683 1157 563 551 3625 1189 79 48994 166451 3668 1780 10613 43 3207 57 75 162 2367 674 1442 4043 8697 3521 1314 77 271 415
leaf_count=3147398 560858 92509 2321 5683 1157 563 551 3625 1189 79 48994 166451 3668 1780 10613 43 3207 57 75 162 2367 674 1442 4043 8697 3521 1314 77 271 415
internal_value=0 64.0901 1148.02 1461.01 17850.6 45925.3 67487.6 -14398.6 -31686.9 -62697.4 1088.95 1990.99 -1049.51 -8433.99 5904.79 -15753.5 -9670.86 35815.6 123562 187157 -40266.9 -15060.5 -11349.5 -1873.84 -22643.8 8444.03 23358.8 -60029.3 -134718 -50686.5
internal_weight=0 3.51295e+06 365548 358334 7954 2271 1708 7214 3589 1268 350380 301386 134935 42426 14338 28088 22504 3725 280 205 5584 2454 22224 12085 10139 8878 4835 3130 348 2782
internal_count=4073804 3512946 365548 358334 7954 2271 1708 7214 3589 1268 350380 301386 134935 42426 14338 28088 22504 3725 280 205 5584 2454 22224 12085 10139 8878 4835 3130 348 2782
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=2 1 0 0 6 4 1 1 1 0 0 4 4 4 0 1 0 0 0 0 1 4 0 7 4 4 0 0 0 6
split_gain=1.11655e+13 4.80409e+13 2.08669e+14 1.01062e+14 1.10929e+14 9.73848e+13 1.15718e+14 9.26817e+13 2.25187e+14 5.29345e+14 7.13785e+14 3.09953e+14 2.22104e+14 1.99902e+14 1.59557e+14 1.99264e+14 2.39008e+14 2.55341e+14 2.28074e+14 2.02811e+14 1.92246e+14 2.70148e+14 1.58893e+14 1.5278e+14 1.49307e+14 1.49094e+14 1.87036e+14 1.45514e+14 2.58154e+14 1.4297e+14
threshold=451.00000000000006 38.657016300000002 55.595177750000005 55.79439725000001 84.810000000000016 14.500000000000002 38.989878900000008 37.978059650000013 37.924401400000008 55.710673100000008 55.696737300000009 14.500000000000002 21.500000000000004 12.500000000000002 55.60524465000001 38.011626600000007 55.93962770000001 55.897267000000006 55.737027400000009 55.753967500000009 38.066230450000006 4.5000000000000009 55.462387050000011 6.0000000000000009 18.500000000000004 17.500000000000004 55.348830750000012 55.79439725000001 55.812023600000011 74.015000000000015
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 7 5 4 -4 -3 -7 8 22 10 12 13 24 -12 25 -16 17 18 23 -20 21 -21 -1 -17 -10 26 -9 29 -29 -11
right_child=-2 2 3 -5 -6 6 -8 14 9 27 11 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5595.6222868415989 -73.929661123329581 1905.362530671071 -22299.191132081123 -5533.4851760075617 -134268.74605468751 24632.756952783016 165812.72898860677 2061.7746433681909 -21382.650805137346 -26730.269142585705 -7139.9676611620516 20331.479389776428 42783.393347449673 117468.1549180869 11743.671103320525 -6765.0459328831121 8828.0050892005929 -29413.822863775469 27039.342590806467 48908.496787709504 185.52458114443681 -95665.778198924731 1059.2310270074665 -35423.643393943588 -90835.320713001594 -9657.0260627641765 20976.641237455126 16792.351096384151 -20753.521617502567 -73660.674237818384
leaf_weight=38699 3396489 19431 5238 6380 90 257 75 8766 4990 4955 167 6842 520 562 13043 4766 13706 4367 2819 179 16922 465 492172 3051 330 3239 12952 2280 9305 747
leaf_count=38699 3396489 19431 5238 6380 90 257 75 8766 4990 4955 167 6842 520 562 13043 4766 13706 4367 2819 179 16922 465 492172 3051 330 3239 12952 2280 9305 747
internal_value=0 370.73 -3444.48 -14023.8 -24190.6 2822.94 56525.8 556.64 92.5726 -8234.84 6674 26936 -19593.8 88922.8 3648.97 826.609 -2250.46 -6912.6 -3428.35 2140.47 -1855.32 -55481.3 574.111 -17950.6 -25690.8 10357.2 13342.1 -19800.9 -13364.3 -32878.5
internal_weight=0 677315 31471 11708 5328 19763 332 645844 561569 30698 13411 7571 5840 729 84275 59318 46275 32569 28202 20385 17566 644 530871 7817 5320 24957 21718 17287 11585 5702
internal_count=4073804 677315 31471 11708 5328 19763 332 645844 561569 30698 13411 7571 5840 729 84275 59318 46275 32569 28202 20385 17566 644 530871 7817 5320 24957 21718 17287 11585 5702
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=4 2 2 0 6 6 6 0 0 0 1 1 7 0 6 4 0 1 0 0 7 1 7 1 0 0 4 6 1 1
split_gain=1.0834e+13 5.1688e+13 7.43759e+13 1.03985e+14 5.62128e+13 5.18205e+13 1.03403e+14 8.73352e+13 3.22818e+14 2.78626e+14 2.80443e+14 4.68333e+14 3.89731e+14 2.77115e+14 2.16913e+14 2.18151e+14 4.33432e+14 3.44028e+14 3.25594e+14 3.70859e+14 2.96791e+14 2.92958e+14 3.69637e+14 1.82198e+14 1.72459e+14 2.82085e+14 4.08281e+14 2.78956e+14 2.39153e+14 4.6048e+14
threshold=10.500000000000002 11293.500000000002 10391.500000000002 61.78914120000001 130.05000000000004 39.355000000000011 39.025000000000013 59.825842200000004 58.010305850000002 59.933037250000005 30.277905650000005 30.157841000000001 6.0000000000000009 59.882709350000006 92.02500000000002 20.500000000000004 59.882709350000006 30.370944000000005 59.864072000000007 59.882709350000006 6.0000000000000009 30.509101000000005 6.0000000000000009 30.226173900000003 60.002985000000002 60.01610465000001 12.500000000000002 58.045000000000009 30.303340300000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 -7 10 11 -9 -13 -14 15 18 21 -18 -12 20 -20 22 -17 -11 -25 26 -26 -28 -29 -30
right_child=1 4 3 -5 -6 7 -8 9 -10 23 14 12 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=126.19587004918797 560.20646908142669 -32592.657352604521 67872.69090086619 -3153.1525046222132 114493.12578125001 -668.04457075924267 11359.199258109091 17227.240222021868 -16563.833405986803 9548.2990530244933 2477.1357673086354 -12003.48246843997 -52210.822936137898 -179743.97043959331 -12639.706027905509 60491.158112452998 -72747.50770788145 -3804.952042411097 40719.450046951162 23269.581811006432 133210.94150924004 -20987.589067415043 8958.7057210248568 -8199.6373147693575 -41429.787179483479 -1688.168641724812 13102.556463372091 36880.459496276853 329745.15321584302 82821.48968182964
leaf_weight=2547999 351861 690 384 445 27 1001765 9096 5284 12941 12829 7115 6273 922 209 3414 2633 796 7980 904 13473 563 1212 2953 38025 768 39567 1970 1000 86 620
leaf_count=2547999 351861 690 384 445 27 1001765 9096 5284 12941 12829 7115 6273 922 209 3414 2633 796 7980 904 13473 563 1212 2953 38025 768 39567 1970 1000 86 620
internal_value=0 -210.739 -198.119 29746.6 -27053.9 -214.405 832.338 -539.196 -870.771 1725.01 7478.72 -5514.97 -21745.4 -75778 11495.6 13685.3 4624.42 -10058.2 20083.6 28468.5 76215.5 23579.2 33248.9 -1533.86 -3266.92 994.889 24883.4 38737.7 68339.9 112900
internal_weight=0 1.5258e+06 1.52509e+06 829 717 1.52426e+06 360957 1.1633e+06 1.01471e+06 148596 53731 12688 7404 1131 41043 37629 15574 8776 22055 14940 1467 6798 5586 94865 82036 44011 4444 3676 1706 706
internal_count=4073804 1525805 1525088 829 717 1524259 360957 1163302 1014706 148596 53731 12688 7404 1131 41043 37629 15574 8776 22055 14940 1467 6798 5586 94865 82036 44011 4444 3676 1706 706
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=1 1 1 4 1 0 0 0 4 6 4 4 1 6 4 7 0 0 1 6 4 4 7 5 6 1 4 6 1 0
split_gain=1.06454e+13 2.77775e+13 3.09551e+14 1.29912e+14 1.26894e+14 1.55927e+14 1.14214e+14 3.33072e+14 2.26717e+14 1.84838e+14 2.77756e+14 1.60333e+14 1.54361e+14 1.79873e+14 1.5008e+14 1.49519e+14 1.47167e+14 1.79734e+14 2.43662e+14 1.96201e+14 1.67295e+14 3.45505e+14 1.50584e+14 1.52403e+14 1.32892e+14 1.42575e+14 1.31898e+14 1.77688e+14 1.24772e+14 1.21776e+14
threshold=83.658467900000019 82.970388650000018 82.965501500000016 25.500000000000004 82.948524700000021 55.102137100000007 54.810424650000009 54.94110555000001 14.500000000000002 52.610000000000007 4.5000000000000009 3.5000000000000004 83.025426800000005 89.00500000000001 8.5000000000000018 6.0000000000000009 54.973017600000006 55.007293000000011 82.975438000000011 89.00500000000001 15.500000000000002 9.5000000000000018 6.0000000000000009 2.5000000000000004 60.005000000000003 83.00362155000002 8.5000000000000018 114.05000000000001 83.007653300000015 54.992080650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 14 11 -11 13 -10 -8 -14 22 18 29 -19 21 24 -9 -24 -20 -26 27 -12 -23 -18
right_child=-2 6 3 -5 5 -7 7 16 12 10 26 -13 15 -15 -16 -17 17 19 20 -21 -22 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=53.088603165022278 673.89574023028365 -8442.6627306453011 8846.7714108016862 -33224.12709532219 -2562.0775489127036 -22037.144458353661 -3537.0630744014948 -15917.36099378279 -14425.580483794021 5094.9666765742577 4399.7829594745535 75667.599581774426 -7544.9861470482956 -90699.526258012818 22837.970656164973 47382.468348809176 73459.972846017918 -944.87669284748699 -10662.82206134182 -35015.691393684363 -7482.8630093104821 55525.208908166984 -7223.7416675096092 7810.3052041491337 -41345.754069931703 32062.257744822669 25478.586737691137 -100897.76530499203 20856.667542359126 10752.785412891802
leaf_weight=3330528 221656 18914 45556 746 116144 4262 5329 12406 1492 407 1158 1540 1772 390 3625 688 819 243655 5993 1702 6881 1243 24108 9361 318 1575 4554 186 6298 498
leaf_count=3330528 221656 18914 45556 746 116144 4262 5329 12406 1492 407 1158 1540 1772 390 3625 688 819 243655 5993 1702 6881 1243 24108 9361 318 1575 4554 186 6298 498
internal_value=0 -38.7766 46.7681 8168.94 -62.209 -3251.43 -881.718 -456.097 11694.4 16959.2 28165.6 60915.1 -8674.89 -30231.6 7140.79 7816.84 -1271.94 -379.098 7951.32 -1181.22 5483.74 11267.3 -6507 -3018.84 -3367 19730.6 17354.6 -10172.6 26571.2 49748.4
internal_weight=0 3.85215e+06 3.49724e+06 46302 3.45093e+06 120406 354912 335998 21141 16799 7845 1947 4342 1882 8954 2460 314857 268982 23625 245357 22308 15427 45875 33469 7886 1893 5898 1344 7541 1317
internal_count=4073804 3852148 3497236 46302 3450934 120406 354912 335998 21141 16799 7845 1947 4342 1882 8954 2460 314857 268982 23625 245357 22308 15427 45875 33469 7886 1893 5898 1344 7541 1317
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=2 3 0 4 1 1 3 0 1 1 0 0 6 6 0 4 1 6 1 1 5 6 0 6 4 0 1 4 1 0
split_gain=1.01959e+13 5.90647e+13 1.18731e+14 9.31321e+13 1.09309e+14 1.00719e+14 8.87076e+13 8.28522e+13 8.30202e+13 1.65103e+14 1.02278e+14 7.88459e+13 7.42629e+13 1.327e+14 8.39541e+13 1.40989e+14 9.0205e+13 7.11357e+13 6.88843e+13 6.39559e+13 5.97493e+13 1.16496e+14 1.10905e+14 1.05523e+14 2.23434e+14 2.0622e+14 1.89242e+14 1.69289e+14 1.9306e+14 2.21436e+14
threshold=36.000000000000007 18.500000000000004 55.910578700000009 24.500000000000004 37.343102500000008 37.374856000000008 21.500000000000004 55.696737300000009 37.534144550000008 37.517483500000004 55.768246800000007 55.775215600000003 79.015000000000015 51.015000000000008 55.783232450000007 22.500000000000004 37.442254400000003 87.015000000000015 37.488790500000007 37.401708450000008 2.5000000000000004 86.030000000000015 55.988910100000005 50.995000000000012 5.5000000000000009 55.801384500000005 37.740454950000007 22.500000000000004 37.631035900000008 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 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 17 9 10 -9 -11 13 -12 -15 16 -16 19 -17 -7 23 -22 -23 -1 25 -25 -27 28 -26 -30
right_child=-2 2 -4 -5 5 7 -8 8 -10 11 12 -13 -14 14 15 18 -18 -19 -20 -21 21 22 -24 24 27 26 -28 -29 29 -31
leaf_value=-1948.2687778564741 43.830166540551758 30772.908691945366 -120634.04464432568 -98.994898292337666 -87557.265853478777 60033.286281040746 112119.50802734376 53600.373965812665 8722.8790946752397 -31575.320449779072 34824.418349521795 88211.061550143146 54669.81745588276 -155097.66160732173 -222277.78551136365 85108.287675886255 -54118.839251077588 72960.350969022868 -83061.130823863641 -18143.273700931411 -5975.0139791738857 4293.5607164427183 159853.9442255435 -8186.6091063676904 2384.043277829539 -38548.234255519506 -149155.24608711316 -5300.6993396360476 3289.5719166170406 25064.771783208595
leaf_weight=127986 3783399 634 76 15457 106 112 170 383 4217 61 223 554 142 78 44 93 116 102 33 1594 48369 12416 46 2397 39556 621 206 15888 8905 9820
leaf_count=127986 3783399 634 76 15457 106 112 170 383 4217 61 223 554 142 78 44 93 116 102 33 1594 48369 12416 46 2397 39556 621 206 15888 8905 9820
internal_value=0 -571.02 4159.53 4552.76 12853.6 9260.34 47973.1 10584.2 16285.9 34753.4 11759.3 76329.8 -10223.1 -25921.2 -63136.2 -38055.8 -100363 -8160.78 41063.9 -13010.9 -1000.96 -3753.73 4867.77 -185.625 2729.29 -23042.1 -66099.7 3849.52 6343.97 14709.2
internal_weight=0 290405 24195 24119 8662 7858 804 7752 5944 1727 1112 615 729 587 364 286 160 1808 126 1706 266210 60831 12462 205379 77393 3224 827 74169 58281 18725
internal_count=4073804 290405 24195 24119 8662 7858 804 7752 5944 1727 1112 615 729 587 364 286 160 1808 126 1706 266210 60831 12462 205379 77393 3224 827 74169 58281 18725
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 0 6 2 5 6 0 1 4 6 4 1 6 0 0 1 0 1 1 1 0 6 5 4 6 1
split_gain=1.07382e+13 4.42627e+13 2.32136e+14 1.41695e+14 5.70458e+13 6.19131e+13 6.91656e+13 5.30514e+13 1.36167e+14 1.65364e+14 1.73344e+14 2.20279e+14 1.41875e+14 1.34289e+14 1.25697e+14 1.62238e+14 1.76824e+14 1.19487e+14 4.35074e+14 4.32515e+14 2.5587e+14 1.95276e+14 2.28993e+14 1.95607e+14 3.0849e+14 1.5498e+14 1.5195e+14 1.56426e+14 3.19618e+14 1.46953e+14
threshold=451.00000000000006 36.865631950000008 17.500000000000004 55.418618900000006 55.633951400000008 55.579943700000008 88.00500000000001 36.000000000000007 2.5000000000000004 78.010000000000005 55.418618900000006 37.563506350000004 18.500000000000004 78.605000000000004 4.5000000000000009 37.131181300000009 99.050000000000011 55.753967500000009 55.660117850000006 37.873748150000004 55.728148450000006 38.066230450000006 37.843405600000004 37.488790500000007 55.579943700000008 99.050000000000011 3.5000000000000004 16.500000000000004 120.05000000000001 37.234509300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 13 10 -10 -12 14 -9 -11 16 -16 18 21 20 -20 22 23 29 -25 -26 27 28 -19 -17
right_child=-2 7 -4 4 -6 6 -8 8 9 12 11 -13 -14 -15 15 17 -18 26 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=10952.458726333367 -72.501363572168017 -511.27882623554808 56380.029085594826 -11502.231199597114 -7520.3639907192382 -35103.752369773043 -162639.46470170456 523.39588350489896 -4076.9915755508564 -17952.071394830313 24105.534580964199 7025.7148598402509 -11804.776529829556 -20705.407214795345 -6825.2610838763494 21875.310575340758 -102265.71851654054 11552.063988262702 82382.053993722613 11339.914006628978 256875.20159362123 34216.093500066745 -54057.687469416953 11362.723707601172 76601.417499139337 285602.22097457631 28095.118606924661 -24025.058806821577 -95904.053588285911 -44954.770268128501
leaf_weight=3699 3396489 290369 607 2029 10973 1267 44 287796 8640 2432 10309 28225 8384 3011 678 470 272 4732 1098 1241 91 1551 839 2518 89 59 1640 2861 294 1097
leaf_count=3699 3396489 290369 607 2029 10973 1267 44 287796 8640 2432 10309 28225 8384 3011 678 470 272 4732 1098 1241 91 1551 839 2518 89 59 1640 2861 294 1097
internal_value=0 363.568 -4444.69 -6494.47 -11003.4 -22446.3 -39384.1 499.481 1296.31 5020.36 8724.71 11595.1 -738.202 303.594 3486.47 6156.13 -34151.4 8217.06 16443.6 52635.4 95736.9 3164.75 -6330.64 3129.08 19609.7 159919 399.798 -5359.09 5266.33 -24910
internal_weight=0 677315 18619 18012 14313 3340 1311 658696 368327 77520 47174 38534 30346 290807 21962 19530 950 18580 9053 2430 1189 6623 5072 4233 2666 148 9527 7887 5026 1567
internal_count=4073804 677315 18619 18012 14313 3340 1311 658696 368327 77520 47174 38534 30346 290807 21962 19530 950 18580 9053 2430 1189 6623 5072 4233 2666 148 9527 7887 5026 1567
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=4 0 4 0 4 1 4 0 6 1 1 6 1 5 4 1 1 1 0 2 0 1 0 1 1 0 4 6 0 4
split_gain=1.01315e+13 1.12703e+14 9.88968e+13 1.76404e+14 1.0757e+14 3.6421e+14 1.77655e+14 1.12715e+14 1.73108e+14 1.45006e+14 1.18347e+14 1.54368e+14 1.55316e+14 1.40924e+14 1.2376e+14 1.09959e+14 1.8184e+14 2.16541e+14 1.06706e+14 1.91145e+14 1.72097e+14 4.60276e+14 1.8312e+14 1.70388e+14 1.68241e+14 2.3185e+14 1.81584e+14 1.29326e+14 1.14933e+14 2.03186e+14
threshold=25.500000000000004 55.60524465000001 31.500000000000004 55.768246800000007 28.500000000000004 37.425454150000007 27.500000000000004 55.649510000000014 64.015000000000015 37.442254400000003 37.517483500000004 79.710000000000022 37.682335600000009 2.5000000000000004 29.500000000000004 37.649344350000007 37.442254400000003 37.503969450000007 55.850146250000009 915.50000000000011 55.840017500000009 37.702956500000006 55.834019500000004 37.488790500000007 37.563506350000004 55.858844800000007 26.500000000000004 63.415000000000006 55.858844800000007 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 4 5 -3 15 8 -6 -9 13 14 -13 -11 -12 16 -7 -18 20 24 22 -22 -5 27 25 -20 -27 -24 29 -26
right_child=1 2 -4 18 7 6 -8 9 -10 10 11 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-20.690850288468425 -5958.7957113856019 -41546.406058671579 -1836.1429758521911 -10179.805596411339 5303.7852938213045 -57385.852522590365 103067.96588512429 56981.40684411503 136823.92119375942 -63874.99537979404 78097.753736213243 -329332.119140625 -47110.363682204028 62049.506957547172 2608.1938369771824 25018.645377282119 295611.64701021637 77786.417111574236 -106661.42269203244 3687.8217850113419 37903.726953124999 -158260.36678173451 -23778.126022300239 196766.79897646361 235945.65718457947 1800.1823522790685 109467.06894963906 139501.5128515625 18957.835923680719 69141.811069123651
leaf_weight=4004864 16666 527 20938 3686 252 83 501 412 166 550 255 24 104 106 1464 1712 52 373 131 18955 223 258 158 79 107 462 237 70 159 230
leaf_count=4004864 16666 527 20938 3686 252 83 501 412 166 550 255 24 104 106 1464 1712 52 373 131 18955 223 258 158 79 107 462 237 70 159 230
internal_value=0 1201.97 3484.97 7040.42 21592.3 34543.5 49280.4 8971.36 57534.3 2007.62 -7041.2 5917.64 -100027 -43527.4 13806.5 37141.9 77998.3 104438 3171.88 6255.53 -10806.6 -67315.3 -3999.51 70204.4 42960.7 15425 38305.3 26351.6 89038.5 122103
internal_weight=0 68940 52274 31336 6581 3248 2721 3333 418 2915 2503 1847 128 656 1719 2220 508 425 24755 20281 4474 481 3993 307 1326 830 699 228 496 337
internal_count=4073804 68940 52274 31336 6581 3248 2721 3333 418 2915 2503 1847 128 656 1719 2220 508 425 24755 20281 4474 481 3993 307 1326 830 699 228 496 337
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=4 6 5 7 4 1 0 0 4 0 4 0 1 1 1 1 0 3 6 1 1 0 0 1 4 0 0 0 6 0
split_gain=9.73078e+12 4.56945e+13 1.7495e+14 3.21629e+14 4.24586e+14 3.88697e+14 2.39852e+14 2.16538e+14 1.81254e+14 1.46501e+14 1.61763e+14 1.41133e+14 1.13187e+14 1.02762e+14 1.53298e+14 9.67553e+13 1.52671e+14 8.24025e+13 8.28305e+13 1.53291e+14 1.92739e+14 1.61242e+14 1.71707e+14 1.98844e+14 1.59677e+14 1.90711e+14 1.66821e+14 1.52882e+14 1.54719e+14 2.70492e+14
threshold=10.500000000000002 68.00500000000001 2.5000000000000004 6.0000000000000009 16.500000000000004 37.503969450000007 55.883833400000007 59.982409200000006 12.500000000000002 59.864072000000007 17.500000000000004 59.864072000000007 30.425503950000003 37.343102500000008 30.303340300000002 37.600779750000008 55.883833400000007 2.5000000000000004 84.810000000000016 37.71815560000001 37.401708450000008 56.342669500000007 55.649510000000014 37.488790500000007 17.500000000000004 59.838047850000002 55.834019500000004 55.897267000000006 70.50500000000001 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 11 -8 -11 -5 -13 14 -10 16 -7 -3 19 20 24 22 -22 27 -19 26 -26 28 29 -24
right_child=1 17 3 5 6 15 7 -9 13 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=119.59792342480299 -120.47801689338161 -5745.5511469308358 -10095.538581584704 28996.142717927632 35052.334787374632 -40152.826028900148 1881.4659716369888 80752.395759950843 65347.550674583799 141735.78651842949 -68418.640865815119 162066.47562176822 -2769.5811991788905 66134.441172439532 15204.879601637425 9792.5569264284677 180413.51612215908 -8553.6000148922285 1259.5882775909097 -4072.5156646437335 -1072.9271569211176 -70337.011175275882 -63916.608577461928 9036.6541496086556 4579.8041632783616 11785.965752242859 -27947.465095394684 -12381.735813931644 51437.524120450849 67849.437143672956
leaf_weight=2547999 1132103 35744 15349 190 4105 640 1433 261 798 39 602 278 49 839 2584 10349 33 20803 130229 124645 9971 257 338 12028 3609 11837 2800 603 3000 289
leaf_count=2547999 1132103 35744 15349 190 4105 640 1433 261 798 39 602 278 49 839 2584 10349 33 20803 130229 124645 9971 257 338 12028 3609 11837 2800 603 3000 289
internal_value=0 -199.721 102.255 6817.66 -1053.49 17699.9 20497.2 -5091.14 41652.9 -15894 -55632.3 97539.7 137366 34807.8 27036.3 7403.29 -29337.5 -1191.45 -683.405 -2013.9 1901.5 8486.34 9258.67 15595 -2564.84 4263.19 -9630.89 34243.7 41995.4 -3182.34
internal_weight=0 1.5258e+06 1.16965e+06 37549 21789 15760 6440 2335 4738 2074 641 517 327 4221 3382 11022 673 356153 320409 190180 65535 26486 26229 16258 39049 18246 6409 4230 3627 627
internal_count=4073804 1525805 1169652 37549 21789 15760 6440 2335 4738 2074 641 517 327 4221 3382 11022 673 356153 320409 190180 65535 26486 26229 16258 39049 18246 6409 4230 3627 627
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=2 1 0 6 1 0 0 6 0 4 6 3 6 3 5 0 0 0 0 0 7 0 6 4 3 3 4 5 6 6
split_gain=9.98932e+12 7.52183e+13 1.90509e+14 1.93651e+14 1.69713e+14 1.48827e+14 3.64066e+14 1.20645e+14 1.46279e+14 2.06294e+14 1.81868e+14 1.25224e+14 1.1317e+14 1.11062e+14 1.14981e+14 1.03501e+14 3.30393e+14 1.71587e+14 1.63278e+14 1.5542e+14 1.59076e+14 1.35686e+14 1.26064e+14 1.07882e+14 1.03333e+14 9.93071e+13 2.04634e+14 1.46804e+14 3.32355e+14 1.05777e+14
threshold=3062.5000000000005 30.624707450000006 54.724612400000005 48.025000000000013 33.882313700000005 59.699368850000006 59.898927250000007 70.50500000000001 54.73499850000001 9.5000000000000018 125.02000000000002 1.5000000000000002 128.05000000000004 3.5000000000000004 2.5000000000000004 44.601833250000006 53.715816400000008 59.933037250000005 59.864072000000007 60.05226170000001 6.0000000000000009 59.764576050000009 86.030000000000015 6.5000000000000009 6.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 77.565000000000012 91.02500000000002
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 15 7 -7 -5 9 10 24 -12 -13 -10 -15 -3 22 18 21 20 -19 -18 -17 -22 25 27 -27 -9 -29 -28
right_child=1 4 3 5 -6 6 -8 8 13 -11 11 12 -14 14 -16 16 17 19 -20 -21 23 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-147.0427886397641 -5118.3311132964618 -37189.386790893375 343.70937312453606 13049.666299205601 133.22125170893926 82199.025507556944 15959.031715263756 -13699.1888321071 -1395.1509391048337 -37345.131456838295 -242299.70056818184 -214300.87824074074 10688.823678635817 -102925.50312722377 -28776.080764029684 26568.053582671502 -22422.111461836634 21105.297771527723 -51956.180510301449 -21478.734740920718 18620.450458176692 20803.523955140292 134282.84554620727 -97136.814422487747 100110.25249255954 -271764.40396634617 -7518.2966668690633 393619.32272727275 64285.382686389137 79341.283574185756
leaf_weight=2164887 18974 1322 24634 8328 1824739 898 10915 206 1233 663 33 27 130 258 1104 1523 4553 2923 1592 2061 133 864 117 204 231 26 579 33 429 185
leaf_count=2164887 18974 1322 24634 8328 1824739 898 10915 206 1233 663 33 27 130 258 1104 1523 4553 2923 1592 2061 133 864 117 204 231 26 579 33 429 185
internal_value=0 166.76 3411.02 6653.44 45.3034 12802.4 20994.5 5615.45 -6436.76 10613 27534.9 -65223.5 -28003.7 -23138.3 -42822 -10445.6 -7914.81 -13523.5 -23802 15.7344 13604.7 -15527.7 34252.6 -51452.2 37969.5 28124.1 4125.53 56505.7 87809.2 13514.5
internal_weight=0 1.90892e+06 68886 49912 1.84003e+06 25278 11813 13465 5137 2542 1879 190 157 2595 1362 15292 13970 12330 7009 5321 3260 5417 1640 337 1689 1458 790 668 462 764
internal_count=4073804 1908917 68886 49912 1840031 25278 11813 13465 5137 2542 1879 190 157 2595 1362 15292 13970 12330 7009 5321 3260 5417 1640 337 1689 1458 790 668 462 764
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=0 0 1 6 4 3 6 6 4 7 4 6 3 1 4 1 1 4 4 1 6 1 4 7 1 6 6 3 6 1
split_gain=1.11263e+13 6.95884e+13 6.90317e+14 1.54753e+14 1.38706e+14 1.41956e+14 1.94398e+14 1.77612e+14 1.44132e+14 1.34764e+14 2.61994e+14 1.87553e+14 1.2033e+14 1.06998e+14 8.68315e+13 1.52192e+14 1.48953e+14 1.50798e+14 1.12292e+14 8.40298e+13 8.10245e+13 7.91892e+13 4.98659e+14 1.59828e+14 1.26987e+14 1.24257e+14 1.22368e+14 1.03954e+14 7.68975e+13 7.38621e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 101.02000000000002 21.500000000000004 6.5000000000000009 55.805000000000007 62.375000000000007 8.5000000000000018 6.0000000000000009 8.5000000000000018 47.420000000000009 7.5000000000000009 30.410676000000006 4.5000000000000009 30.277905650000005 30.323041000000003 8.5000000000000018 6.5000000000000009 30.315889700000003 80.030000000000015 30.303340300000002 8.5000000000000018 6.0000000000000009 30.315889700000003 49.485000000000007 80.030000000000015 4.5000000000000009 78.605000000000004 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 19 -9 11 -11 -4 -12 20 -2 18 21 -18 -16 -8 -14 22 26 24 -23 -24 -17 -27 -25 -13
right_child=1 -3 9 -5 -6 6 7 8 -10 10 12 29 13 -15 15 16 17 -19 -20 -21 -22 23 25 28 -26 27 -28 -29 -30 -31
leaf_value=38.252937475748546 -51103.853598845111 -217.262690837717 -11487.758290863188 -23982.620955255683 -162974.48679199221 17662.686959157898 399335.60587121214 -104677.44302083334 125210.70202213543 -250711.75184659092 -19362.409043088159 -58833.168745466501 13576.052174438591 -26127.737210705509 340812.09648437501 16924.937503910991 251403.51240730935 -2023.6268279246794 98975.050602213538 147028.35305397728 71806.521825476826 13786.349973824101 -1114.4925491898148 -63825.231861929089 126081.16745892694 178783.19081843449 -135930.26932291666 365187.79523809528 29845.498202260336 -24456.465078272464
leaf_weight=3866640 115 192989 2851 385 32 242 33 30 300 44 2949 1936 1597 603 24 412 59 39 96 22 281 388 27 325 136 104 60 42 120 923
leaf_count=3866640 115 192989 2851 385 32 242 33 30 300 44 2949 1936 1597 603 24 412 59 39 96 22 281 388 27 325 136 104 60 42 120 923
internal_value=0 -713.977 -7476.62 35196.4 43939.3 46511.6 87894.7 132040 104312 -18888.9 -7677.66 -29636.8 -5708.32 10521.4 33184.9 38475.9 30845.1 150550 147342 298413 22288.9 23576.8 50726.4 5505.06 42931.6 195961 -2505.81 232406 -38565.7 -47735
internal_weight=0 207164 14175 2991 2606 2574 627 385 330 11184 5474 5710 5430 2481 1947 1832 1712 98 120 55 1878 1614 645 969 524 173 472 146 445 2859
internal_count=4073804 207164 14175 2991 2606 2574 627 385 330 11184 5474 5710 5430 2481 1947 1832 1712 98 120 55 1878 1614 645 969 524 173 472 146 445 2859
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=4 0 6 0 1 6 6 6 6 4 1 4 6 6 0 3 4 6 5 7 4 0 2 0 6 6 6 6 1 1
split_gain=9.91181e+12 4.66723e+13 1.60548e+14 1.32325e+14 9.88999e+13 1.44709e+14 1.41424e+14 1.68198e+14 1.01717e+14 7.44663e+13 9.47392e+13 6.85891e+13 5.99326e+13 5.55875e+13 5.33719e+13 9.66749e+13 2.00892e+14 9.59516e+13 6.56878e+13 6.04344e+13 5.11433e+13 4.7737e+13 4.59163e+13 4.46413e+13 4.97091e+13 4.25931e+13 5.21706e+13 4.24753e+13 1.25526e+14 1.25242e+14
threshold=18.500000000000004 44.046956350000009 95.045000000000016 44.249882500000005 39.718675700000013 85.020000000000024 78.605000000000004 60.005000000000003 37.505000000000003 21.500000000000004 39.718675700000013 19.500000000000004 102.04000000000001 112.00500000000001 43.6005307 19.500000000000004 24.500000000000004 75.605000000000004 2.5000000000000004 6.0000000000000009 19.500000000000004 43.550475500000012 10391.500000000002 43.6005307 108.05000000000001 110.01500000000001 122.65000000000002 42.005000000000003 30.438492500000006 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 20 10 -4 13 -13 -12 15 18 -17 -16 -6 21 -2 -20 27 24 -11 -14 -27 -5 29 -29
right_child=1 3 9 22 14 -7 -8 -9 -10 23 11 12 25 -15 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=62.325710791053304 31278.433333082936 -107715.5057472826 -283749.98809523811 762.69295853569736 7377.6473425765071 212373.20921610171 -196740.46304347829 212334.06185778603 -34634.239188368054 26052.124781514831 168046.93375 -190707.89099864132 32663.913597972973 -40940.880245535722 -5877.0413229031037 208585.57778684702 -139694.05775923296 -194959.28954741382 -62138.158329942496 184635.24836495536 161666.01092354913 63947.814662465469 79977.10752640845 103249.58092830883 -66538.827158717104 -203491.2496497845 -32227.423165760873 -4491.28840444668 -1799.2404070475409 6826.6587929791349
leaf_weight=3512946 65 115 21 191050 1448 59 23 59 135 118 20 46 37 35 360 67 22 29 36 35 56 181 71 34 114 29 46 13574 318018 34955
leaf_count=3512946 65 115 21 191050 1448 59 23 59 135 118 20 46 37 35 360 67 22 29 36 35 56 181 71 34 114 29 46 13574 318018 34955
internal_value=0 -390.378 11895.7 -458.11 21964.5 67867.7 42643.3 60122.2 25042.1 -39958.5 -81104.5 -61125.3 -94605.7 35054.7 13597.4 20896.9 122494 -19973.1 15578 62697.7 91623.1 43030.3 -435.992 -3762.37 -19445.2 -55135.2 -98449.4 -446.231 -1076.34 3660.93
internal_weight=0 560858 3075 557783 2575 397 338 315 256 500 234 213 158 55 2178 1789 89 389 1700 252 121 217 557668 266 232 112 75 557597 366547 48529
internal_count=4073804 560858 3075 557783 2575 397 338 315 256 500 234 213 158 55 2178 1789 89 389 1700 252 121 217 557668 266 232 112 75 557597 366547 48529
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=0 7 4 4 4 4 4 1 0 0 1 3 2 6 5 1 0 5 1 1 1 4 1 4 4 6 5 4 4 3
split_gain=1.0835e+13 5.62649e+13 1.07977e+14 3.49206e+14 3.45517e+14 2.49989e+14 2.45091e+14 1.97964e+14 3.01417e+14 1.59371e+14 1.87101e+14 2.11659e+14 1.42319e+14 1.38139e+14 2.46039e+14 2.93946e+14 1.80944e+14 2.96176e+14 3.36871e+14 3.10963e+14 3.04709e+14 2.54916e+14 2.02491e+14 1.88083e+14 1.8498e+14 1.85926e+14 1.65809e+14 1.65772e+14 1.44309e+14 1.37948e+14
threshold=59.963561900000009 6.0000000000000009 9.5000000000000018 5.5000000000000009 10.500000000000002 8.5000000000000018 11.500000000000002 30.084656550000002 60.064438250000002 60.01610465000001 30.315889700000003 9.5000000000000018 3338.0000000000005 68.00500000000001 2.5000000000000004 30.410676000000006 59.990753350000013 2.5000000000000004 30.362494150000003 30.315889700000003 30.323041000000003 15.500000000000002 30.370944000000005 14.500000000000002 17.500000000000004 76.00500000000001 1.5000000000000002 15.500000000000002 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 -2 3 7 9 -5 -6 8 -3 10 -4 -12 -10 14 -8 -16 17 19 23 27 -21 -20 -23 28 25 -25 -18 -15 29 -19
right_child=1 2 4 5 6 -7 13 -9 12 -11 11 -13 -14 16 15 -17 26 18 21 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=37.748881940314149 487.35340707005599 -15547.841376201923 157586.2772178108 -67570.444964330673 -38893.807518693546 -15356.056493874159 -964.17443452565738 6870.0202256601933 248551.58261200224 4321.5699078299785 33116.399292223599 216512.54033203126 -34936.158705357142 199779.75386920798 86930.255991878978 -699.18216987022993 165818.56186951755 5973.370789963943 -186528.72002023383 -157362.32672948297 -40147.126425663126 -139205.64971599969 -4833.3399552907804 357602.34260979731 -59164.149867187502 100422.36116150425 -5366.8381251635792 -86675.100138608876 -56938.120180949314 115087.18947113254
leaf_weight=3866640 136016 117 183 1339 1847 2909 48895 1782 113 704 844 68 21 58 709 832 57 650 139 424 465 147 473 37 50 117 7705 31 291 141
leaf_count=3866640 136016 117 183 1339 1847 2909 48895 1782 113 704 844 68 21 58 709 832 57 650 139 424 465 147 473 37 50 117 7705 31 291 141
internal_value=0 -704.569 -2983.21 -15502.6 -1770.97 -31814.4 -3003.6 18581.4 101727 41441.8 65307.2 46790.7 204124 -1920.82 275.766 39618.3 -12193.1 -32948.4 -11302.4 -78210.4 -96051.8 -64132.9 -36692.6 19878.3 107953 162212 -4109.74 100003 3272.64 25423.5
internal_weight=0 207164 71148 6281 64867 4248 63068 2033 251 1799 1095 912 134 61221 50436 1541 10785 3023 2045 978 889 759 620 1286 204 154 7762 89 1082 791
internal_count=4073804 207164 71148 6281 64867 4248 63068 2033 251 1799 1095 912 134 61221 50436 1541 10785 3023 2045 978 889 759 620 1286 204 154 7762 89 1082 791
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=6 6 6 1 1 4 0 6 1 4 6 1 1 2 3 0 6 4 4 5 4 4 6 3 4 4 6 0 0 5
split_gain=1.01053e+13 1.22716e+14 5.90404e+13 1.43715e+14 5.54822e+13 6.2053e+13 5.44108e+13 4.91324e+13 2.07068e+14 1.54565e+14 1.14935e+14 9.62104e+13 6.76746e+13 1.1098e+14 1.39232e+14 1.25879e+14 8.93866e+13 1.01746e+14 9.74722e+13 8.44036e+13 1.97565e+14 2.09645e+14 8.43645e+13 1.06775e+14 1.11849e+14 1.35148e+14 9.31474e+13 9.18179e+13 1.89098e+14 8.91352e+13
threshold=58.045000000000009 59.245000000000012 60.005000000000003 38.011626600000007 37.957884500000006 24.500000000000004 60.002985000000002 64.015000000000015 65.574968200000015 21.500000000000004 62.375000000000007 92.90968070000001 37.290808600000013 2200.0000000000005 1.5000000000000002 56.685611200000004 74.615000000000009 28.500000000000004 25.500000000000004 1.5000000000000002 5.5000000000000009 9.5000000000000018 99.050000000000011 3.5000000000000004 4.5000000000000009 6.5000000000000009 134.05000000000004 55.696737300000009 55.710673100000008 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 5 -2 -7 8 -4 11 -11 -10 13 15 19 22 18 -18 -16 20 -15 -22 29 -24 -25 26 -26 -27 -29 -9
right_child=1 2 7 -5 -6 6 -8 12 9 10 -12 -13 -14 14 16 -17 17 -19 -20 -21 21 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-114.27411747656654 1425.6067116712882 4145.2898660862165 3102.6979716282567 -4845.503063600102 4598.7350237086521 -18069.113420985039 13941.717111732221 -20597.234608535156 -4961.3615242929563 2564.355041347033 40939.001589482039 8789.6002674246538 165.50467879634394 -39764.282882382453 -4252.3441238135638 42907.760753112518 2109.0237669633452 -67761.184577321328 26916.07873625667 -13240.253269008062 310633.61728091032 11884.482674153645 1605.3031330405595 -192776.7987132353 131108.55026041667 -26574.271917873477 -47628.168877551019 -237938.04585597827 -59773.598243083434 -3256.1758288869637
leaf_weight=2668834 17040 24081 190587 67935 85923 3166 638 4314 69027 1887 1331 5493 787238 109 47496 438 74790 209 1025 10716 46 48 668 51 72 615 49 69 436 9473
leaf_count=2668834 17040 24081 190587 67935 85923 3166 638 4314 69027 1887 1331 5493 787238 109 47496 438 74790 209 1025 10716 46 48 668 51 72 615 49 69 436 9473
internal_value=0 217.071 -50.9464 -2492.57 3475.96 -1152.35 -12700.3 135.317 1328.52 -3021.15 18436.5 -3947.75 -206.063 -2148.06 -1206.24 -9971.21 -249.422 1914.32 -3593.92 -12030.2 51848.7 158081 -11442 -30854.8 -47637.6 -41673 58727.6 -52519.8 -84116.9 -8682.25
internal_weight=0 1.40497e+06 1.2982e+06 92016 106767 20844 3804 1.20619e+06 268325 77738 3218 74520 937862 150624 134439 16185 123520 74999 48521 10919 203 94 15747 1960 1292 1241 121 1120 505 13787
internal_count=4073804 1404970 1298203 92016 106767 20844 3804 1206187 268325 77738 3218 74520 937862 150624 134439 16185 123520 74999 48521 10919 203 94 15747 1960 1292 1241 121 1120 505 13787
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=2 0 2 5 7 6 4 2 0 0 6 6 1 4 6 6 6 6 6 6 6 0 1 4 4 6 1 6 1 6
split_gain=9.70768e+12 1.18382e+14 1.54303e+14 6.95466e+13 6.14479e+13 4.21006e+13 4.01964e+13 3.38095e+13 6.26677e+13 8.09892e+13 3.35408e+13 2.97091e+13 3.57969e+13 2.83213e+13 7.18023e+13 6.00868e+13 3.9173e+13 2.91944e+13 4.00439e+13 2.48369e+13 2.43197e+13 2.37454e+13 2.19661e+13 2.19229e+13 2.62281e+13 2.15416e+13 2.12941e+13 3.88729e+13 3.27039e+13 2.11748e+13
threshold=11703.500000000002 44.046956350000009 13916.000000000002 2.5000000000000004 6.0000000000000009 49.485000000000007 10.500000000000002 11293.500000000002 45.00849250000001 44.601833250000006 70.00500000000001 104.01000000000001 44.628646350000004 8.5000000000000018 149.05000000000004 156.15000000000003 122.65000000000002 92.02500000000002 102.04000000000001 149.05000000000004 138.05000000000004 44.685196900000008 39.105193450000009 8.5000000000000018 3.5000000000000004 88.825000000000003 72.839788400000018 81.705000000000013 42.186961750000002 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 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 5 25 10 -2 19 -1 9 -9 -4 -12 -13 14 -6 16 17 -15 -19 26 -18 -11 -23 24 -14 -3 28 -28 -5 -7
right_child=1 3 4 6 13 29 -8 8 -10 21 11 12 23 15 -16 -17 20 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.13162590587776646 -7932.3644916006779 7594.394950311611 555.58011088102478 34837.628294507384 14071.431979908664 -47644.114288733719 -54494.987964327833 -50778.22475831971 -23058.098801817374 29855.256641320892 -24339.564689588929 -81189.065261501746 91983.035678205822 27470.482228534409 -110322.71790364583 195671.80298913046 -114629.79129464287 177154.91656709558 33362.576649305556 -64932.524171875004 19680.904950420674 5667.4896461330291 -51633.369766322547 69801.960072544651 -12504.341829310826 -56052.587615740747 51330.86875962669 201653.28237304688 -44444.29157262732 27466.484640424682
leaf_weight=4055131 441 3488 4559 1426 1394 998 53 258 1799 421 1129 36 29 325 48 23 28 34 45 25 26 1511 70 77 140 54 123 20 54 39
leaf_count=4055131 441 3488 4559 1426 1394 998 53 258 1799 421 1129 36 29 325 48 23 28 34 45 25 26 1511 70 77 140 54 123 20 54 39
internal_value=0 2572.72 -4159.46 14605.4 1393.32 -33813.1 31225 -9.26238 -9131.31 1954.66 -3614.34 -17087.5 11946.3 16939.7 9930.71 37952.2 30031.8 40724 95247.9 33981.7 -49961.7 8750.4 3130.45 25575.8 5425.44 6624.06 35505.4 72355 31944.9 -44819.3
internal_weight=0 14614 9371 5243 7893 1478 1701 4.05919e+06 4059 2260 5970 1411 282 1923 1442 481 458 404 79 1648 54 2002 1581 246 169 3542 1623 143 1480 1037
internal_count=4073804 14614 9371 5243 7893 1478 1701 4059190 4059 2260 5970 1411 282 1923 1442 481 458 404 79 1648 54 2002 1581 246 169 3542 1623 143 1480 1037
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 1 6 0 1 1 1 3 6 6 6 5 1 7 4 1 6 6 3 7 6 5 5 1 6
split_gain=9.78596e+12 1.88752e+14 1.99798e+14 8.27664e+13 2.08082e+14 1.28978e+14 1.03248e+14 9.9104e+13 8.20164e+13 9.38951e+13 1.9231e+14 1.77583e+14 1.41137e+14 1.2341e+14 1.14239e+14 9.78289e+13 1.01613e+14 9.82012e+13 1.94615e+14 1.43651e+14 1.40585e+14 1.52404e+14 1.39858e+14 9.83967e+13 9.24992e+13 1.39574e+14 9.05212e+13 9.02055e+13 8.92972e+13 1.77931e+14
threshold=55.026775150000006 55.017684700000011 5261.5000000000009 82.963919600000011 82.901648750000021 82.906746050000024 82.860505900000007 74.015000000000015 55.030407050000001 82.918694400000007 82.906746050000024 82.92647190000001 2.5000000000000004 64.805000000000021 142.05000000000004 125.02000000000002 3.5000000000000004 83.011163250000024 6.0000000000000009 11.500000000000002 82.971668900000012 90.045000000000016 112.00500000000001 8.5000000000000018 6.0000000000000009 57.995000000000012 2.5000000000000004 1.5000000000000002 82.93515810000001 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 -1 -3 4 6 -6 -4 -5 9 10 -2 26 13 -12 15 17 -17 18 20 24 22 23 28 -22 25 27 -11 -19 -13 -30
right_child=8 2 3 7 5 -7 -8 -9 -10 11 12 14 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.0509865159651932 3390.6583766710073 -49354.624508710382 1026.352647739659 6761.6205177516604 168536.98097656251 21429.850135132998 -47915.36315375987 -9003.6510407705373 -21.812877958350022 -12428.25485979893 87531.62235054349 19195.586079979174 63999.690309495192 411687.64003906253 168669.55941506411 -181589.72704918034 -20669.525244140626 -11027.812443233157 72155.177028675243 30522.220707785687 35802.794961950916 -65827.514657182837 151947.54004261363 128867.60797475961 -2469.1141003326652 -35811.661266772709 -40073.197212713661 22019.213840043758 -4614.5549681667226 -72806.748781808608
leaf_weight=1667463 1125 633 3530 28500 60 8945 491 4636 2279761 3809 23 829 247 24 39 61 110 6033 476 1231 901 134 55 130 57480 2117 1719 957 1799 486
leaf_count=1667463 1125 633 3530 28500 60 8945 491 4636 2279761 3809 23 829 247 24 39 61 110 6033 476 1231 901 134 55 130 57480 2117 1719 957 1799 486
internal_value=0 181.835 6445.62 7210.78 13964.3 22410 -4949.87 4555.93 -132.107 -3283.63 22210.1 -3745.25 94223.3 253058 -2433.83 -2525.49 -78073.8 -2347.62 11459.6 -3326.9 4793.45 34498 -6126.67 47537.4 -3952.67 -13316.3 -21024.8 -6503.35 -8918.6 -19118.5
internal_weight=0 1.71426e+06 46795 46162 13026 9005 4021 33136 2.35955e+06 79785 1419 78366 294 47 72838 72799 171 72628 4810 67818 4334 1165 3169 1031 66587 9107 5528 6990 3114 2285
internal_count=4073804 1714258 46795 46162 13026 9005 4021 33136 2359546 79785 1419 78366 294 47 72838 72799 171 72628 4810 67818 4334 1165 3169 1031 66587 9107 5528 6990 3114 2285
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 0 6 1 0 0 1 7 4 7 7 4 0 6 7 6 6 5 5 1 5 4 2 2 6
split_gain=9.57249e+12 1.87811e+14 1.78332e+14 1.73054e+14 3.83988e+14 6.83217e+14 5.99118e+14 3.96871e+14 2.81733e+14 4.53992e+14 2.6588e+14 4.18793e+14 6.82815e+14 3.31629e+14 2.57046e+14 2.27126e+14 4.20766e+14 3.28671e+14 1.69684e+14 1.62546e+14 2.50674e+14 2.23646e+14 1.61899e+14 1.60125e+14 1.56712e+14 1.38655e+14 1.24871e+14 1.67281e+14 2.67599e+14 1.42679e+14
threshold=56.888401950000009 2421.5000000000005 56.818587550000011 60.605526900000008 60.590708550000009 56.83050475000001 56.838524800000009 112.00500000000001 60.620042600000012 56.838524800000009 56.850115550000005 60.571186450000006 6.0000000000000009 9.5000000000000018 6.0000000000000009 6.0000000000000009 17.500000000000004 56.83050475000001 114.05000000000001 6.0000000000000009 51.405000000000008 50.995000000000012 3.5000000000000004 2.5000000000000004 60.549354600000008 2.5000000000000004 4.5000000000000009 4395.5000000000009 3930.5000000000005 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=2 -2 -1 4 10 -6 23 19 9 15 11 -4 13 -13 -9 -5 17 -17 -15 20 21 -8 -16 -7 -12 -21 27 28 -3 -30
right_child=1 26 3 8 5 6 7 14 -10 -11 24 12 -14 18 22 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-50.842662691748863 -16934.993210497665 5256.3431306448183 6212.633283012502 73827.593106100801 87562.912809334724 -46695.537601432443 -4883.7288612987859 281491.59868652344 6486.3177713202504 17324.256431151494 2090.1917605131198 2972.6544613354313 164845.50550900598 78146.723462660229 -160302.92683189656 179975.14332932694 80013.524719769019 678113.8120370371 -2030.6740423768942 -9155.9790714335322 68611.43139708745 -223534.47698317311 209530.69687500002 -96793.435838944002 -15094.011626669599 -66907.888068681612 -570.66298591909981 -2390.2100786991664 16655.757974547989 53420.625182115757
leaf_weight=3252351 6747 32580 18254 844 543 2140 466 80 22063 3657 28562 2233 403 1319 29 26 92 27 330 1763 587 52 20 909 6518 544 662603 23686 2598 1778
leaf_count=3252351 6747 32580 18254 844 543 2140 466 80 22063 3657 28562 2233 403 1319 29 26 92 27 330 1763 587 52 20 909 6518 544 662603 23686 2598 1778
internal_value=0 -328.076 71.6227 4426.49 1632.82 -20253.8 -29137.6 -1158.83 11199.3 33580.5 4342.3 12817 40951.2 28089.5 171017 93690.8 209308 433744 62101.5 -7668.4 23869 -26833.2 -9350.43 -61631.3 -1102.7 -22774.1 -173.153 4170.22 8374.96 31593.6
internal_weight=0 729992 3.34381e+06 91461 64752 7133 6590 3541 26709 4646 57619 22539 4285 3882 129 989 145 53 1649 3412 1105 518 49 3049 35080 2307 723245 60642 36956 4376
internal_count=4073804 729992 3343812 91461 64752 7133 6590 3541 26709 4646 57619 22539 4285 3882 129 989 145 53 1649 3412 1105 518 49 3049 35080 2307 723245 60642 36956 4376
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 6 6 6 4 2 5 6 6 4 4 1 4 0 0 0 1 1 0 0 1 1 0 1 1
split_gain=9.47582e+12 4.86372e+13 1.05259e+14 1.69284e+14 1.41477e+14 1.34877e+14 9.89352e+13 6.36223e+13 7.84359e+13 5.00835e+13 4.38275e+13 1.30255e+14 1.43864e+14 1.37908e+14 1.27723e+14 1.97872e+14 1.22648e+14 1.30589e+14 1.19412e+14 9.90794e+13 2.6245e+14 4.2593e+14 2.22638e+14 2.35015e+14 2.41394e+14 3.10626e+14 5.78616e+14 1.47578e+14 1.46307e+14 3.4215e+14
threshold=451.00000000000006 56.385857200000011 37.290808600000013 37.957884500000006 56.520242650000007 37.740454950000007 72.50500000000001 44.820000000000007 120.05000000000001 9.5000000000000018 36.000000000000007 2.5000000000000004 75.010000000000005 64.805000000000021 5.5000000000000009 18.500000000000004 37.957884500000006 19.500000000000004 55.418618900000006 55.876067900000002 55.660117850000006 37.131181300000009 37.873748150000004 55.768246800000007 55.840017500000009 37.374856000000008 37.290808600000013 55.685785750000008 37.374856000000008 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 6 -4 -6 -9 -5 -1 12 -12 -13 -15 19 18 -18 -17 20 -16 -22 23 27 -25 26 -26 -23 29 -29
right_child=-2 2 3 9 7 -7 -8 8 -10 -11 11 13 -14 14 15 16 17 -19 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-508.39489047438587 -68.106494840290452 -46787.108061218263 -25318.039514893626 -4296.403257736979 -1387.491569709028 -111363.9633767678 -185927.32388183594 42404.037585462116 -114429.29990530304 132827.72925347224 436.74519315194141 11130.158141366079 -17438.330399688963 -8147.7144336906758 2317.656510410945 -70644.081240749365 -113351.16483952705 -22631.568760860428 -1565.4704078569564 423.17658476163746 -45913.397722831069 48409.203766791514 16443.708179254802 5559.53996380833 36064.706866100685 2372.0014875212473 337570.32238859957 141650.30373227785 153057.18829526036 -26786.463708553405
leaf_weight=290402 3396489 384 932 1975 763 274 40 947 33 27 296288 23546 4572 10132 12801 256 185 1115 11125 11137 810 1115 5485 1626 155 239 108 278 352 213
leaf_count=290402 3396489 384 932 1975 763 274 40 947 33 27 296288 23546 4572 10132 12801 256 185 1115 11125 11137 810 1115 5485 1626 155 239 108 278 352 213
internal_value=0 341.529 -9133.16 -20457.6 8159.64 -49395.9 -31927.5 20264.9 37122.9 -2447.08 417.32 1121.91 165.108 4689.98 2035.77 4231.07 -6443.1 -35541.7 -3119.3 8175.21 11899.4 23714.9 29607.5 47278.5 24273.7 84889.5 159877 72280.7 103855 68581
internal_weight=0 677315 5375 3248 2127 1246 972 1743 980 2002 671940 381538 300860 80678 57132 47000 12681 1300 11381 34319 23182 10381 9571 4086 2128 502 263 1958 843 491
internal_count=4073804 677315 5375 3248 2127 1246 972 1743 980 2002 671940 381538 300860 80678 57132 47000 12681 1300 11381 34319 23182 10381 9571 4086 2128 502 263 1958 843 491
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=6 6 2 0 6 1 1 1 0 7 4 3 6 0 0 4 4 1 0 1 0 1 1 4 0 1 6 6 1 1
split_gain=9.7975e+12 3.68251e+13 9.25905e+13 8.53877e+13 1.26924e+14 9.6179e+13 8.03149e+13 1.44307e+14 1.13943e+14 1.02595e+14 1.96265e+14 9.67709e+13 6.68988e+13 1.25988e+14 6.51648e+13 7.18863e+13 7.05678e+13 6.86527e+13 6.27609e+13 5.91956e+13 7.59163e+13 8.71349e+13 1.53724e+14 1.02316e+14 9.95349e+13 6.73662e+13 5.73847e+13 5.61981e+13 5.33227e+13 5.0136e+13
threshold=42.005000000000003 40.015000000000008 75.000000000000014 55.702806750000008 40.610000000000007 37.374856000000008 37.442254400000003 37.563506350000004 55.753967500000009 6.0000000000000009 13.500000000000002 1.5000000000000002 41.990000000000002 55.850146250000009 55.60524465000001 11.500000000000002 13.500000000000002 37.401708450000008 55.82518790000001 37.71815560000001 55.728148450000006 37.631035900000008 37.543519500000009 15.500000000000002 55.710673100000008 37.682335600000009 41.005000000000003 41.365000000000002 37.401708450000008 37.343102500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 12 18 8 9 -8 -11 -9 -6 -14 -3 -16 29 -18 -5 20 21 22 28 -23 -24 -22 -27 -26 -7 -17
right_child=-2 2 -4 4 5 19 7 11 -10 10 -12 -13 13 -15 15 16 17 -19 -20 -21 25 23 24 -25 27 26 -28 -29 -30 -31
leaf_value=-18.605494033909419 -112.04661981089497 -3327.6343095463703 1840.0094265225705 94656.988404865508 -30927.84730811356 -124353.61327148438 42978.816992187501 219652.97957175929 -10046.896605487898 -439480.43804347824 -69370.480098684217 27953.050115583181 -280512.64253472222 -34121.781792091839 7358.2778598612313 -116202.57577116937 26551.558658288042 -30757.255138243167 -14957.928428171643 -21577.16518848126 -7012.4023444491486 -118450.97979849538 20540.46473214286 69830.910778356483 153537.59937499999 -19873.362487716196 51592.683483982342 373013.87109375 46709.14858517531 -37229.530759672067
leaf_weight=1158149 2676587 2483 224821 237 181 20 22 27 306 23 38 1066 36 49 584 155 230 2293 67 1456 3875 62 21 54 20 159 383 28 205 167
leaf_count=1158149 2676587 2483 224821 237 181 20 22 27 306 23 38 1066 36 49 584 155 230 2293 67 1456 3875 62 21 54 20 159 383 28 205 167
internal_value=0 214.643 1344.6 -6473.1 46.9373 -6397.3 23677 14072.6 -38233.8 -142152 -208920 32688.5 -65294.6 -138476 -15665.3 -24599.3 -31159.3 -25532.9 70498.4 -3903.8 1427.13 42589.5 71546.9 -30802.5 202123 -2393.69 30627.6 281565 31503.6 -75244.5
internal_weight=0 1.39722e+06 239068 14247 8335 6549 1786 1482 389 83 61 1093 266 85 5912 3429 2845 2523 304 6283 4827 410 294 116 69 4417 542 48 225 322
internal_count=4073804 1397217 239068 14247 8335 6549 1786 1482 389 83 61 1093 266 85 5912 3429 2845 2523 304 6283 4827 410 294 116 69 4417 542 48 225 322
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=6 0 1 3 4 3 2 0 0 4 0 4 5 6 0 0 0 1 0 6 0 4 4 4 5 1 1 4 0 4
split_gain=9.36959e+12 1.44764e+13 1.79001e+13 2.17625e+13 1.58003e+13 1.96125e+13 2.48827e+13 1.84145e+13 2.09925e+13 2.66355e+13 3.1433e+13 2.05267e+13 1.70927e+13 1.5558e+13 2.08797e+13 2.48619e+13 3.21345e+13 1.34293e+13 1.31559e+13 1.29622e+13 1.86764e+13 1.37882e+13 1.89842e+13 1.86254e+13 3.63393e+13 3.24037e+13 4.81855e+13 4.16762e+13 2.48473e+13 2.40392e+13
threshold=19.050000000000004 54.707511300000007 118.02765200000002 2.5000000000000004 14.500000000000002 2.5000000000000004 2865.5000000000005 55.007293000000011 55.034466500000008 8.5000000000000018 55.080855950000007 9.5000000000000018 2.5000000000000004 15.450000000000001 55.520061350000013 55.702806750000008 55.660117850000006 38.430814800000007 55.161746650000005 15.450000000000001 45.073441650000007 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 39.689978950000004 39.939672500000007 9.5000000000000018 43.6005307 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 19 4 -4 7 6 -6 12 -9 -10 -11 -12 -3 14 18 16 -16 -13 -7 21 -21 -1 -23 -24 29 -26 27 -27 -29 -25
right_child=-2 2 3 -5 5 13 -8 8 9 10 11 17 -14 -15 15 -17 -18 -19 -20 20 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-21756.266540250454 10.803003308948282 -14629.654630109249 -6941.4642311789785 69000.51769953547 -47567.738020833334 27369.372656250001 27353.996650094698 28113.0826495238 -1619.0820026931049 -61491.788121396028 -16058.009744290857 -14103.496079666365 -78052.377815662738 2655.9058721534957 30975.856702553356 22021.408650978938 167171.15489583334 10973.901280914462 -78821.556877790194 -14652.537526983964 2352.1344781004159 20297.797802376226 -5072.1040758383833 45736.124134618207 -26003.699276287236 7006.1953365384616 -7901.516175691846 203374.21220119312 76528.380298371005 4535.8424608106743
leaf_weight=176 4053237 1241 77 74 135 20 66 198 7789 126 2059 335 44 773 41 270 30 589 28 969 1937 818 1414 366 342 65 284 23 47 231
leaf_count=176 4053237 1241 77 74 135 20 66 198 7789 126 2059 335 44 773 41 270 30 589 28 969 1937 818 1414 366 342 65 284 23 47 231
internal_value=0 -2129 -3967.41 30275.1 -4343.62 5875.31 -22966.6 -5468.6 -4156.19 -4742.47 -12567.5 -10501 -16801.3 10864.3 27175.6 35867.8 88523.2 1881.99 -34575.3 1699.65 -3318.04 5571.51 6911.25 2960.96 11325.3 -3163.54 15479.3 64665.5 118206 29794.3
internal_weight=0 20567 13895 151 13744 1363 201 12381 11096 10898 3109 2983 1285 1162 389 341 71 924 48 6672 2906 3766 3590 2772 1358 761 419 135 70 597
internal_count=4073804 20567 13895 151 13744 1363 201 12381 11096 10898 3109 2983 1285 1162 389 341 71 924 48 6672 2906 3766 3590 2772 1358 761 419 135 70 597
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=3 0 0 6 6 3 6 1 3 4 4 0 6 0 6 1 6 6 0 0 0 6 1 1 0 7 3 0 3 6
split_gain=9.21568e+12 2.87812e+13 3.0648e+13 3.88644e+13 2.73022e+13 3.15357e+13 2.51144e+13 2.4091e+13 4.00504e+13 2.80867e+13 3.62907e+13 5.81331e+13 7.20751e+13 3.77584e+13 2.61494e+13 5.21131e+13 2.5719e+13 2.28282e+13 2.25381e+13 1.98476e+13 7.88942e+13 2.86879e+13 2.64546e+13 3.4685e+13 5.92854e+13 2.42957e+13 8.25099e+13 5.69731e+13 3.2133e+13 2.21352e+13
threshold=27.500000000000004 55.539595350000006 54.73499850000001 69.605000000000004 122.65000000000002 35.500000000000007 116.05000000000001 37.517483500000004 28.500000000000004 30.500000000000004 32.500000000000007 55.801384500000005 72.020000000000024 55.858844800000007 56.505000000000003 37.858952300000006 93.050000000000011 57.005000000000003 55.840017500000009 55.858844800000007 55.840017500000009 79.710000000000022 37.442254400000003 37.290808600000013 55.743464250000009 6.0000000000000009 29.500000000000004 55.806294650000005 32.500000000000007 52.330000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -9 11 12 -11 -13 18 17 -15 -16 -12 20 21 22 23 -10 -25 26 -24 -28 -27 -30
right_child=1 4 3 -5 5 -7 -8 9 19 10 14 13 -14 16 15 -17 -18 -19 -20 -21 -22 -23 25 24 -26 28 27 -29 29 -31
leaf_value=-5.5637975445835437 5869.2918520326966 -16022.99183789366 33671.483925781249 187282.16662946431 -86365.6463256836 43120.712740384617 112959.12478608632 25952.843860740031 120951.80204613095 -73871.81748765416 22239.388037804441 48509.359201142288 21765.655570969626 -7767.5887037627544 -89078.411989008004 30243.508209906682 -124960.90316650391 -14699.293978929614 -4154.8003958798363 -5703.717355849717 111875.59284220378 89638.901761429399 258340.00593750004 -174299.90415736608 -1122.6286747148554 -6869.2217357494219 169083.2134375 -31804.684212239583 6922.0880229334689 116737.08431857638
leaf_weight=4068237 81 322 40 28 68 26 21 362 21 299 843 132 107 294 43 288 20 1022 525 182 105 54 20 21 337 162 20 48 31 45
leaf_count=4068237 81 322 40 28 68 26 21 362 21 299 843 132 107 294 43 288 20 1022 525 182 105 54 20 21 337 162 20 48 31 45
internal_value=0 4065.89 47424 96922.9 2873.51 -50550.3 3816.75 3384.55 14815.9 -589.545 -3278.7 -21289.2 -48666.9 3633.06 2360.75 -7496.61 -15232.1 -17702.4 12110 24309.3 30631.5 19392.2 14011.6 -3954.18 -11281.1 34898.1 79793.6 27280 18298.1 71944.1
internal_weight=0 5567 149 68 5418 94 5324 5303 1368 3935 3573 852 406 446 2721 1353 314 1065 1368 1046 864 759 705 379 358 326 88 68 238 76
internal_count=4073804 5567 149 68 5418 94 5324 5303 1368 3935 3573 852 406 446 2721 1353 314 1065 1368 1046 864 759 705 379 358 326 88 68 238 76
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=0 1 0 7 1 6 6 1 0 1 6 1 4 3 1 1 6 3 5 6 3 7 0 6 1 2 6 2 0 4
split_gain=8.97882e+12 1.39762e+14 1.01416e+14 1.52404e+14 1.61933e+14 1.28184e+14 1.25068e+14 1.1678e+14 9.34742e+13 9.29759e+13 1.35654e+14 1.139e+14 1.24602e+14 8.51361e+13 1.14822e+14 1.48345e+14 1.38594e+14 9.23484e+13 8.71138e+13 8.30745e+13 8.2081e+13 8.07555e+13 1.36347e+14 1.27249e+14 1.2743e+14 2.53163e+14 1.89232e+14 1.84028e+14 1.63394e+14 1.68919e+14
threshold=54.94110555000001 20.507515800000004 54.947759400000002 6.0000000000000009 82.956351500000011 106.49500000000002 94.02500000000002 83.117716000000016 54.943815050000005 82.971668900000012 31.995000000000001 82.963919600000011 11.500000000000002 10.500000000000002 82.965501500000016 82.971668900000012 89.00500000000001 6.5000000000000009 2.5000000000000004 74.615000000000009 2.5000000000000004 6.0000000000000009 54.932051950000009 37.995000000000012 39.038055050000004 2970.5000000000005 88.00500000000001 4244.5000000000009 44.739668300000005 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=21 8 3 4 5 -3 7 9 -2 10 -6 12 -12 14 16 17 -5 -16 -17 -11 -13 -1 23 -23 -25 28 27 -27 29 -26
right_child=1 2 -4 13 6 -7 -8 -9 -10 19 11 20 -14 -15 15 18 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-146.57153867357232 114137.33879062462 15839.38532579146 23.751104650879732 -2554.9925676573112 57748.09095766129 258518.64535688923 -83653.27629983837 58528.853763212755 23474.248168751554 -17081.168614979626 -19149.196464735443 -19881.645176334136 33703.426389869841 -11299.939706818219 19349.063094091674 -5352.902303701746 -76283.663439941403 4459.6592492815189 7728.6347186965795 -51207.161776040142 342.21533470243025 -3244.1803636082732 33634.78248504729 -870.53470041103651 -9993.6226076907533 -2040.5670286598686 -13986.175848762299 9990.1857584274348 7573.3359899198349 32760.908547321
leaf_weight=1072984 125 2042 2627849 62704 310 22 232 247 1260 4331 9948 2411 467 7389 7557 15909 256 9282 7486 854 11972 41832 1348 61182 1135 34683 8123 20073 54818 4973
leaf_count=1072984 125 2042 2627849 62704 310 22 232 247 1260 4331 9948 2411 467 7389 7557 15909 256 9282 7486 854 11972 41832 1348 61182 1135 34683 8123 20073 54818 4973
internal_value=0 -101.701 -117.573 -2707.04 -8689.29 18426.1 -10508 -9952.37 31656.8 -10510.7 -7993.17 -8815 -16779.3 -930.699 -188.23 3984.51 -2854.78 11141.7 -1167.03 -22701.9 -3047.88 216.717 1925.13 1736.68 2863.02 4708.07 256.847 2369.79 9301.98 24816.2
internal_weight=0 2.77265e+06 2.77127e+06 143419 32836 2064 30772 30540 1385 30293 25108 24798 10415 110583 103194 40234 62960 16839 23395 5185 14383 1.30115e+06 228167 226819 184987 123805 62879 54756 60926 6108
internal_count=4073804 2772653 2771268 143419 32836 2064 30772 30540 1385 30293 25108 24798 10415 110583 103194 40234 62960 16839 23395 5185 14383 1301151 228167 226819 184987 123805 62879 54756 60926 6108
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=2 1 0 6 6 1 1 3 0 0 6 5 1 5 4 4 0 6 6 6 6 0 4 4 6 0 0 0 0 0
split_gain=9.40459e+12 6.14903e+13 1.49975e+14 1.57671e+14 1.36771e+14 1.36346e+14 1.30152e+14 1.85404e+14 9.79126e+13 2.98263e+14 8.73908e+13 1.52955e+14 1.11969e+14 1.49701e+14 1.16523e+14 1.78396e+14 1.99864e+14 1.13669e+14 9.65329e+13 1.13804e+14 1.19491e+14 1.05861e+14 8.7404e+13 8.52208e+13 8.55587e+13 8.34602e+13 2.68922e+14 1.39896e+14 1.33043e+14 1.3155e+14
threshold=3062.5000000000005 30.624707450000006 54.724612400000005 48.025000000000013 104.01000000000001 33.882313700000005 20.507515800000004 8.5000000000000018 59.699368850000006 59.898927250000007 84.810000000000016 2.5000000000000004 20.507515800000004 2.5000000000000004 9.5000000000000018 8.5000000000000018 54.707511300000007 86.030000000000015 77.010000000000005 75.010000000000005 73.41500000000002 54.707511300000007 4.5000000000000009 12.500000000000002 125.02000000000002 44.601833250000006 53.715816400000008 59.933037250000005 59.864072000000007 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 7 -6 -5 -10 11 18 13 17 15 16 -15 -12 19 20 -2 -22 -14 24 -24 -3 -27 28 -28 -29
right_child=1 5 3 4 6 -7 -8 -9 9 -11 12 -13 22 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-142.67432503374218 -5519.8649054851612 -33366.647797239137 278.50486723963411 7010.8566616392218 24424.267983583864 130.79309343174222 -52650.224792673616 -271594.61988636362 75469.477131316045 15162.184389926093 300488.56666666665 -36878.68251355891 -58107.612983630948 -81553.867451083497 26428.157465099899 -82470.331392217835 30837.714844801954 54194.004146461928 39776.085888117013 -77503.856979046657 -9830.0373032924108 154950.69240056819 43424.572864405876 -58880.256945082721 131671.76961680406 30964.373364912826 -13950.636393994266 13932.384484152528 -46833.707334524188 -17769.165744837959
leaf_weight=2164887 13635 1322 24634 12460 553 1824739 632 22 888 10723 21 1582 84 221 549 412 557 174 484 217 70 88 681 68 131 1640 5417 2997 1592 2324
leaf_count=2164887 13635 1322 24634 12460 553 1824739 632 22 888 10723 21 1582 84 221 549 412 557 174 484 217 70 88 681 68 131 1640 5417 2997 1592 2324
internal_value=0 161.806 3095.11 5971.98 11520.4 51.9905 -21328.4 13098.3 13167.6 19774.4 -4472.64 -7354.1 11511.6 -2365.82 -11682.3 -29264.3 -1088.43 80718 -4131.54 -5648.4 -4517.93 81946.6 39352.9 48656 57661.5 -9351.24 -7078.63 -12138.7 -21419.6 86.4152
internal_weight=0 1.90892e+06 68886 49912 25278 1.84003e+06 1207 575 24071 11611 18974 16076 2898 1934 1739 1190 778 195 14494 14010 13793 158 964 880 812 15292 13970 12330 7009 5321
internal_count=4073804 1908917 68886 49912 25278 1840031 1207 575 24071 11611 18974 16076 2898 1934 1739 1190 778 195 14494 14010 13793 158 964 880 812 15292 13970 12330 7009 5321
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=6 6 3 2 4 0 1 5 1 0 1 6 3 0 3 6 1 0 3 4 4 1 1 1 7 6 3 5 6 6
split_gain=9.79415e+12 5.13598e+13 8.5589e+13 1.27566e+14 7.14895e+13 4.11379e+13 6.54674e+13 7.21101e+13 5.90781e+13 5.81871e+13 6.78766e+13 4.99926e+13 5.26803e+13 8.16636e+13 5.71884e+13 5.01322e+13 5.57376e+13 4.30863e+13 9.73705e+13 1.29169e+14 1.67581e+14 8.43754e+13 8.37188e+13 7.25637e+13 6.61832e+13 1.62255e+14 6.61714e+13 6.30305e+13 5.3563e+13 4.03045e+13
threshold=41.505000000000003 40.015000000000008 11.500000000000002 9236.5000000000018 21.500000000000004 45.059854000000009 43.56803845000001 2.5000000000000004 39.018051150000005 45.109778000000006 39.018051150000005 33.585000000000008 2.5000000000000004 44.046956350000009 18.500000000000004 29.715000000000003 40.024897700000004 43.687280500000007 3.5000000000000004 14.500000000000002 10.500000000000002 39.939672500000007 39.777866350000004 39.908802000000009 6.0000000000000009 38.205000000000005 11.500000000000002 1.5000000000000002 36.605000000000011 19.050000000000004
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=1 5 -3 -4 -5 6 7 8 -1 10 -7 12 15 14 29 16 -10 18 23 20 28 22 26 -13 -23 -26 -22 -21 -20 -14
right_child=-2 2 3 4 -6 9 -8 -9 11 -11 -12 17 13 -15 -16 -17 -18 -19 19 27 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4164.1762098827548 -106.4495282574397 3104.422600719884 470.88248375573244 -20802.982742333723 13242.632515081314 6418.2417250429398 -10796.845287958715 39831.892292246048 -18247.655749317 28.913962475779385 -1238.4735056324034 -27721.953058530489 -14656.884925854052 1543.9098721769608 177989.07917258525 4781.7187027240625 9921.4796791108529 201.09123832448833 16426.650809766546 -40075.165766207385 46544.205561790332 34601.612470407199 -32070.879715509935 2641.0621441607072 386696.58194444445 36696.065204326929 164489.70516826923 37029.54177702617 -17574.657695110851 18637.31843802999
leaf_weight=42866 2768799 120967 20256 4928 705 30855 7604 427 2633 999918 18532 2819 389 7848 22 4959 958 28076 851 768 558 33 129 1092 27 26 52 123 1017 5567
leaf_count=42866 2768799 120967 20256 4928 705 30855 7604 427 2633 999918 18532 2819 389 7848 22 4959 958 28076 851 768 558 33 129 1092 27 26 52 123 1017 5567
internal_value=0 225.852 1987.59 -3230.83 -16542 2.45867 -1848.04 -1175.9 -1349.59 194.41 3545.13 732.48 4435.83 8251.47 17057.2 -1734.36 -10732.7 -1597.12 -8333.13 3573.47 14493.3 52030 41120.4 -19244.2 145776 214998 56598.6 -29431.1 -2084.77 16462.8
internal_weight=0 1.305e+06 146856 25889 5633 1.15815e+06 108844 101240 100813 1.0493e+06 49387 57947 22376 13826 5978 8550 3591 35571 7495 3584 2693 825 739 3911 86 53 610 891 1868 5956
internal_count=4073804 1305005 146856 25889 5633 1158149 108844 101240 100813 1049305 49387 57947 22376 13826 5978 8550 3591 35571 7495 3584 2693 825 739 3911 86 53 610 891 1868 5956
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=0 1 0 4 7 4 6 1 4 6 6 4 1 6 4 0 5 6 6 2 1 6 4 1 4 6 1 1 7 1
split_gain=9.30441e+12 3.79412e+13 4.03088e+13 8.0449e+13 6.45815e+13 1.37821e+14 5.93348e+13 7.74526e+13 1.21166e+14 1.45508e+14 8.40721e+13 3.81132e+13 4.38876e+13 8.04796e+13 6.63669e+13 9.58389e+13 5.23389e+13 4.96836e+13 5.73001e+13 5.0634e+13 4.32031e+13 4.70155e+13 3.90751e+13 3.80291e+13 3.68524e+13 4.32648e+13 3.42186e+13 1.12539e+14 7.71837e+13 5.70171e+13
threshold=60.753246850000004 30.084656550000002 61.78914120000001 5.5000000000000009 6.0000000000000009 14.500000000000002 72.020000000000024 53.67029225000001 7.5000000000000009 97.020000000000024 83.820000000000007 15.500000000000002 50.815483650000004 89.00500000000001 5.5000000000000009 61.686687400000004 4.5000000000000009 149.05000000000004 48.025000000000013 6082.0000000000009 34.382014200000008 82.905000000000015 3.5000000000000004 50.298521650000005 16.500000000000004 99.050000000000011 52.419561900000012 50.815483650000004 6.0000000000000009 54.62357655000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 -5 8 9 10 -8 12 13 14 15 23 17 18 -14 -20 21 -17 -23 -3 -13 -26 27 28 -4 -28
right_child=1 2 3 6 5 -7 7 -9 -10 -11 -12 24 16 -15 -16 20 -18 -19 19 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-17.951378749331351 -35122.433245271379 -21270.477115416263 -10066.158863556486 2848.3484768775115 -22680.907002739899 26430.859350254745 154009.25725446429 2704.7861568095027 35342.656138603517 -12337.953906250001 440488.48906250001 -33609.248829703494 3673.6346987948195 -35949.099152273157 -3016.8933056387373 23635.256086121386 109018.37000209263 -89428.158194986987 21728.439031046724 -91321.235019531261 8290.8813026477073 203159.4454326923 50376.242544880319 3225.7486960015012 -3246.6588357047931 107609.61738809122 8697.084312651632 -69914.835631623821 42289.530393078865 -6587.7196520630523
leaf_weight=4017125 285 902 6664 8548 2183 774 21 761 625 25 20 464 3774 498 6242 3221 56 48 4160 40 2655 26 47 2131 726 37 3609 305 294 7538
leaf_count=4017125 285 902 6664 8548 2183 774 21 761 625 25 20 464 3774 498 6242 3221 56 48 4160 40 2655 26 47 2131 726 37 3609 305 294 7538
internal_value=0 1272.3 1456.23 -1197.17 4150.03 -9825.81 6023.07 24712.8 48950.3 177811 293755 5801.31 6687.37 3609.29 4903.31 10407.4 12678.2 12005.6 12616.2 20651.8 17783 25433.8 104792 -4059.31 -11385.7 2129.07 -5119.08 -10460.1 -7853.95 -1639.05
internal_weight=0 56679 56394 28410 27984 2957 10000 1452 691 66 41 25027 23800 15722 15224 8982 8078 8022 7974 4200 5949 3294 73 3033 1227 763 18410 7263 6958 11147
internal_count=4073804 56679 56394 28410 27984 2957 10000 1452 691 66 41 25027 23800 15722 15224 8982 8078 8022 7974 4200 5949 3294 73 3033 1227 763 18410 7263 6958 11147
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=0 0 2 4 3 0 5 1 0 4 2 6 1 0 0 0 1 3 1 6 4 0 6 6 0 4 0 6 1 7
split_gain=9.45477e+12 1.51893e+14 1.61685e+14 7.69793e+13 1.16916e+14 1.38432e+14 1.46873e+14 1.13871e+14 9.7825e+13 1.78853e+14 1.28273e+14 1.00917e+14 1.28858e+14 3.08838e+14 4.14738e+14 3.46784e+14 2.07141e+14 1.63872e+14 1.23553e+14 1.20444e+14 9.86597e+13 1.42071e+14 2.48688e+14 9.09968e+13 1.69502e+14 1.17365e+14 9.96317e+13 8.86543e+13 8.80529e+13 1.07787e+14
threshold=55.026775150000006 55.018166200000003 5261.5000000000009 6.5000000000000009 5.5000000000000009 44.685196900000008 4.5000000000000009 39.749243900000003 47.319699650000011 5.5000000000000009 2892.5000000000005 41.705000000000005 38.958307950000012 45.109778000000006 45.125532050000011 45.082176650000008 38.011626600000007 1.5000000000000002 37.343102500000008 86.920000000000016 5.5000000000000009 54.73499850000001 138.05000000000004 95.045000000000016 45.073441650000007 2.5000000000000004 47.267650700000011 53.005000000000003 30.624707450000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 23 11 -11 13 15 17 16 18 -15 -13 -17 -10 28 -23 26 -25 -26 27 -1 29 -22
right_child=-2 2 -4 -5 5 6 -8 -9 20 10 -12 12 -14 14 -16 19 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=72.120301022040195 -129.85217989959673 -44032.670032160604 8085.2656623004914 523.69723637370487 -66832.868901691239 -7229.8695811309008 245952.92010869566 -13500.527173737202 -2450.0177965464777 -2551.4282621623333 5956.5047418738204 560.94490754444041 -22411.163791455336 -23720.559901829773 -15937.963208703552 -65687.809162445526 28042.192760280115 160629.60587435105 -52473.012375863203 -184596.26548793862 79967.396233902822 -3261.3383099299372 -137156.75828874143 -538.03295940276519 4603.8507748354086 -48910.526902963691 12294.444626857054 4289.4093626236672 11829.440453783476 11172.762406145062
leaf_weight=155179 2359546 607 30738 1129469 776 6028 23 827 261370 10147 6312 937 9220 57 386 337 1323 313 827 114 455 2780 146 6003 569 1465 8759 73435 5200 456
leaf_count=155179 2359546 607 30738 1129469 776 6028 23 827 261370 10147 6312 937 9220 57 386 337 1323 313 827 114 455 2780 146 6003 569 1465 8759 73435 5200 456
internal_value=0 178.732 7076 50.2671 -915.91 -13189.4 -6267.52 -39318.3 -743.789 582.849 -6709.38 -10088.2 -15747.3 -1438.65 56578 -13835.6 -1869.05 132230 -24302.5 -95744.5 -2094.84 8177.67 -9942.38 1473.48 -8991.43 -33940.2 1827.8 1426.79 16853.7 45532.3
internal_weight=0 1.71426e+06 31345 1.68291e+06 553444 7654 6051 1603 545790 275383 29973 23661 13514 4294 756 3538 3087 370 1764 451 270407 9037 2926 245410 8037 2034 237373 228614 6111 911
internal_count=4073804 1714258 31345 1682913 553444 7654 6051 1603 545790 275383 29973 23661 13514 4294 756 3538 3087 370 1764 451 270407 9037 2926 245410 8037 2034 237373 228614 6111 911
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=4 3 3 4 1 6 5 1 1 1 6 1 0 1 1 5 1 0 0 1 1 6 1 1 1 0 1 6 6 6
split_gain=9.95595e+12 2.41582e+13 2.18304e+13 2.38014e+13 1.88436e+13 1.80136e+13 1.80101e+13 4.42896e+13 4.6358e+13 3.83776e+13 3.80279e+13 2.457e+13 2.83749e+13 2.1872e+13 1.77956e+13 1.74254e+13 1.63538e+13 1.61377e+13 2.11093e+13 1.99241e+13 2.28864e+13 1.77906e+13 1.73524e+13 1.71515e+13 3.30274e+13 3.09867e+13 2.1918e+13 3.48737e+13 1.92353e+13 1.62821e+13
threshold=2.5000000000000004 7.5000000000000009 1.5000000000000002 1.5000000000000002 20.507515800000004 59.815000000000005 4.5000000000000009 40.965343750000009 39.029038350000008 34.382014200000008 168.45000000000002 37.631035900000008 55.554045200000012 39.718675700000013 38.91194105000001 1.5000000000000002 38.657016300000002 55.710673100000008 61.78914120000001 37.563506350000004 30.277905650000005 75.010000000000005 37.897576350000001 30.425503950000003 30.389265100000003 59.939085000000013 37.318079750000003 72.50500000000001 91.02500000000002 138.05000000000004
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 -1 -4 -6 16 8 9 -8 -9 -11 14 -10 -13 -5 17 29 19 20 -19 -20 -21 24 25 -22 28 -28 -25 -7
right_child=-2 -3 4 15 5 6 7 10 13 11 -12 12 -14 -15 -16 -17 -18 18 21 22 23 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-911.44721617371329 -26.304895160190355 86477.417459753793 -64693.982362432071 -112.02477429451551 370.52396794950619 -25606.971672248841 110206.13290178572 2740.4082539062501 192643.84361979167 -101442.08539402175 -119682.86557904413 -92142.7917080966 108413.61223958334 70704.792351973694 11709.162063506155 4429.3819128425703 -3253.8827044243003 -23057.023959283761 -24989.996766826924 -73777.844433593753 -54743.993967013892 -130861.16362072174 -8355.7051542862591 10746.085467434425 175587.33351440431 79166.828934733072 -13424.2861907959 130051.0994357639 -67090.793227667556 41224.796710526316
leaf_weight=18645 3961637 33 46 11163 37133 896 35 100 24 23 34 22 24 38 66 34751 8243 137 65 52 27 21 184 193 20 48 32 36 38 38
leaf_count=18645 3961637 33 46 11163 37133 896 35 100 24 23 34 22 24 38 66 34751 8243 137 65 52 27 21 184 193 20 48 32 36 38 38
internal_value=0 929.065 903.889 2101.66 -721.478 -659.563 -4338.88 17450 43887.4 16892 -28322.2 -7300.58 12032.1 117907 -14253.8 3325.24 -5133.97 -13806.4 -3862.45 1405.17 12150 -50842.3 -22770.8 24392.1 61407 30958.9 12631.5 62533.3 -2058.25 -22887.9
internal_weight=0 112167 112134 64559 47575 47529 10396 366 232 170 134 135 112 62 88 45914 10030 1787 853 767 531 86 236 394 95 75 299 68 231 934
internal_count=4073804 112167 112134 64559 47575 47529 10396 366 232 170 134 135 112 62 88 45914 10030 1787 853 767 531 86 236 394 95 75 299 68 231 934
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 4 1 0 6 0 0 4 1 1 0 6 7 0 0 0 1 2 0 0 1 6 6 1 0 0
split_gain=9.9982e+12 4.45509e+13 1.91371e+14 1.04812e+14 1.10556e+14 9.94495e+13 9.43762e+13 9.31846e+13 9.76648e+13 8.844e+13 7.78238e+13 9.71746e+13 1.96663e+14 1.7785e+14 2.04361e+14 1.9062e+14 1.88033e+14 1.61428e+14 2.451e+14 1.22946e+14 1.48357e+14 2.14398e+14 2.21304e+14 2.17321e+14 3.08269e+14 3.64555e+14 1.55498e+14 1.3925e+14 1.97346e+14 1.97223e+14
threshold=451.00000000000006 38.657016300000002 55.111813300000001 38.958307950000012 14.500000000000002 5.5000000000000009 39.135518400000002 55.071632200000003 80.030000000000015 54.431501800000014 55.462387050000011 6.5000000000000009 38.247071200000008 36.593086150000012 55.595177750000005 65.00500000000001 6.0000000000000009 55.759969450000007 55.850146250000009 56.385857200000011 38.247071200000008 75.000000000000014 55.81943720000001 55.721784200000009 37.873748150000004 56.010000000000012 56.010000000000012 37.475446350000006 55.79439725000001 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -4 -6 -3 -9 -1 -11 13 -13 -12 15 -15 19 -14 -19 20 21 26 23 -23 25 -25 -16 28 -28 -29
right_child=-2 2 3 4 6 -7 -8 8 -10 10 11 12 17 14 16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=112926.07612723215 -69.958598073471805 -1997.9229511203187 -8573.0789489825074 -2606.7739141728193 46290.556607077626 -29286.158456702018 250603.51099537039 17114.344579834935 84878.037743055553 -3283.9580218528008 -15472.763916452968 -0.53124689456950858 42083.726285178323 12487.470739047376 3646.1161415128499 51889.630931691259 -14978.464216570776 -5031.0956446585378 36507.612095339107 -13997.134747384333 -7683.7629867839614 10799.953608405764 5562.2375924739727 34054.590218152713 16505.779715162123 116453.41039086122 -93856.088226706896 -11315.661233348521 11502.102725306921 233926.59426491481
leaf_weight=70 3396489 3168 7729 12985 139 3311 27 3887 225 49704 4629 487318 1792 8434 13972 1437 5431 4457 2085 3532 8139 9676 33294 1514 3529 832 487 5199 280 33
leaf_count=70 3396489 3168 7729 12985 139 3311 27 3887 225 49704 4629 487318 1792 8434 13972 1437 5431 4457 2085 3532 8139 9676 33294 1514 3529 832 487 5199 280 33
internal_value=0 350.817 -3323.2 -7601.01 -1570.09 -14785.1 79522.2 10891.7 20822.2 529.846 517.663 834.666 259.96 3671.35 4596.48 18223.6 3030.89 15491.8 8207.7 4246.1 5083.41 6593.41 10162.5 20011.4 35182.4 63277 -2135.81 -15602.2 -55394.2 -9768.84
internal_weight=0 677315 31471 24191 13151 11040 166 7280 4112 645844 645774 596070 495652 100418 95789 9871 85918 8334 6542 80487 76955 68816 48845 15551 5875 2346 19971 5999 767 5232
internal_count=4073804 677315 31471 24191 13151 11040 166 7280 4112 645844 645774 596070 495652 100418 95789 9871 85918 8334 6542 80487 76955 68816 48845 15551 5875 2346 19971 5999 767 5232
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=1 4 4 6 1 0 1 0 6 0 0 0 0 1 0 6 4 1 0 4 6 6 4 0 4 6 5 0 6 3
split_gain=1.00847e+13 2.76371e+13 2.8026e+13 2.84192e+13 2.52577e+13 3.22533e+13 2.49557e+13 9.32809e+13 1.23646e+14 1.07899e+14 9.25635e+13 2.36735e+14 1.78579e+14 2.08295e+14 5.05211e+14 5.78645e+14 1.55053e+14 1.52187e+14 1.79007e+14 1.77777e+14 1.70465e+14 1.54087e+14 1.41771e+14 1.40139e+14 1.33071e+14 1.23349e+14 1.35106e+14 1.13205e+14 1.05909e+14 9.93271e+13
threshold=83.658467900000019 24.500000000000004 4.5000000000000009 55.805000000000007 92.865667950000017 56.020150250000007 83.000013850000016 55.055052800000006 59.010000000000012 55.080855950000007 54.762682300000009 54.916864950000011 54.810424650000009 83.086354900000018 54.86311005000001 93.050000000000011 9.5000000000000018 83.117716000000016 54.973017600000006 7.5000000000000009 87.395000000000024 66.010000000000005 11.500000000000002 54.947759400000002 3.5000000000000004 66.990000000000023 2.5000000000000004 54.988402950000008 104.01000000000001 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 3 -2 5 -3 -1 10 9 -9 28 12 -12 -14 15 24 -17 18 -13 27 -21 23 -16 -19 -15 -26 -27 -20 -8 -28
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 11 17 13 14 22 16 -18 21 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=29.465642825313655 -75.423724541805257 -8272.7124302313969 1192.0349140066758 -7440.0353994887528 1120.2719687063161 -38506.393089385674 -7421.7240593321976 -26614.591571534893 -47081.75140761779 10241.67481593264 -3927.655464643924 -20043.658026463498 2411.9575879605741 -36850.126569870285 2356.4587368557777 253694.22661290324 592253.17708333337 24328.635642180714 -13990.05288569099 -1137.7971916141767 -36987.8812251196 72668.292257628651 62516.165354458732 -33614.877566471601 68788.099843996926 333210.45694444445 153179.65385101011 20453.785876633719 -85890.994062051002 -91149.247656250009
leaf_weight=3601077 16454 1295 194239 7688 1495 485 14980 1445 971 1764 3705 4966 2958 106 2430 31 24 1862 1140 204445 1335 494 467 538 1226 36 99 5855 174 20
leaf_count=3601077 16454 1295 194239 7688 1495 485 14980 1445 971 1764 3705 4966 2958 106 2430 31 24 1862 1140 204445 1335 494 467 538 1226 36 99 5855 174 20
internal_value=0 655.907 792.65 -2420.68 -8462.28 -16510.5 -37.7415 -1001.68 -15815.3 -6354.56 -750.88 -255.734 13992.8 22968.8 36667.1 82908 401429 -972.697 -1275.48 -837.446 -1370.38 21808.3 12054.3 11339.6 71126.7 79414.6 163467 14840.4 -8322.72 112116
internal_weight=0 221656 218381 24142 3275 1780 3.85215e+06 251071 4180 3209 246891 231737 11102 7397 4439 1542 55 220635 217741 212775 205780 2894 2897 2400 1487 1381 155 6995 15154 119
internal_count=4073804 221656 218381 24142 3275 1780 3852148 251071 4180 3209 246891 231737 11102 7397 4439 1542 55 220635 217741 212775 205780 2894 2897 2400 1487 1381 155 6995 15154 119
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=6 0 1 0 5 4 4 3 5 5 2 2 5 2 3 5 0 5 3 3 3 2 0 0 1 5 1 4 3 0
split_gain=9.77764e+12 1.5236e+13 1.59166e+13 5.34944e+13 6.33174e+13 9.02416e+13 4.01139e+13 5.73781e+13 3.84858e+13 3.62653e+13 2.87351e+13 2.70188e+13 1.02942e+14 4.41053e+13 2.87791e+13 2.81927e+13 2.41473e+13 3.66771e+13 4.1615e+13 2.41575e+13 2.49148e+13 2.1962e+13 2.86613e+13 4.37387e+13 4.59461e+13 3.79801e+13 1.95989e+13 6.32074e+13 1.73521e+13 4.6944e+13
threshold=247.90000000000001 63.565651350000003 38.166910000000009 55.579943700000008 4.5000000000000009 4.5000000000000009 21.500000000000004 18.500000000000004 2.5000000000000004 1.5000000000000002 75.000000000000014 2561.0000000000005 2.5000000000000004 2691.5000000000005 16.500000000000004 2.5000000000000004 56.638205000000006 2.5000000000000004 6.5000000000000009 3.5000000000000004 2.5000000000000004 3338.0000000000005 55.685785750000008 55.866549750000011 30.389265100000003 2.5000000000000004 92.948588300000011 4.5000000000000009 8.5000000000000018 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 11 -8 -2 10 -5 12 -4 15 16 -13 26 -18 19 20 -19 22 -11 -24 25 -25 28 -28 -15 -30
right_child=1 -3 6 4 5 -7 7 -9 -10 21 -12 13 -14 14 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-4.3389722837534679 14186.203319010419 88463.615980113638 33271.858764093573 -98618.46688939145 41137.303472222229 -205375.91856060608 -194897.87631640627 3457.8075892857146 110465.43844086023 -38168.551035156255 5435.4524857954548 41298.482923005758 -165567.81348110468 698.18281304545792 86668.190548780491 187980.13 10732.423240831164 -103702.83968290442 34228.534999999996 -167497.65882812502 13699.831026785714 -53452.134916548297 147459.49756257972 31514.228141276046 -12391.500359375001 218102.21890625 178182.61371527778 -15353.463993055557 15974.584821199118 176343.38109375001
leaf_weight=4070611 75 22 66 38 27 33 25 35 93 30 88 38 43 1740 41 20 144 51 35 30 28 22 49 24 75 20 27 45 209 20
leaf_count=4070611 75 22 66 38 27 33 25 35 93 30 88 38 43 1740 41 20 144 51 35 30 28 22 49 24 75 20 27 45 209 20
internal_value=0 5531.56 4956.18 20026 388.313 -94445 1625.39 -79190.4 67483.6 16833.4 -25945.9 3536.69 -45169.5 5723.25 3614.81 91878.4 2152.73 -24953.9 -60640.1 -91102.6 -62091.8 41334.3 51866.1 67943.7 35201.9 116327 5977.67 57222.6 4103.81 29980.6
internal_weight=0 3193 3171 574 406 60 2597 60 168 346 126 2537 109 2428 2370 58 2329 288 144 109 79 220 198 168 119 44 2041 72 1969 229
internal_count=4073804 3193 3171 574 406 60 2597 60 168 346 126 2537 109 2428 2370 58 2329 288 144 109 79 220 198 168 119 44 2041 72 1969 229
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=4 1 4 1 4 0 6 6 6 1 1 0 6 4 1 3 3 5 1 1 7 3 1 6 6 6 6 1 4 0
split_gain=9.30358e+12 4.73035e+13 1.34188e+14 1.40493e+14 2.74325e+14 3.18439e+14 1.75778e+14 1.22858e+14 1.89828e+14 1.66099e+14 1.29333e+14 1.12235e+14 2.60526e+14 1.32127e+14 3.70412e+14 2.40028e+14 2.83313e+14 4.23833e+14 2.29626e+14 1.64686e+14 1.95227e+14 1.63718e+14 1.26013e+14 1.12422e+14 9.75642e+13 9.61091e+13 9.58443e+13 8.97765e+13 8.82287e+13 1.05596e+14
threshold=10.500000000000002 37.957884500000006 14.500000000000002 37.978059650000013 24.500000000000004 55.702806750000008 79.710000000000022 91.02500000000002 74.015000000000015 38.066230450000006 43.997056950000008 44.878071950000013 42.005000000000003 12.500000000000002 39.723160900000003 11.500000000000002 10.500000000000002 1.5000000000000002 39.689978950000004 42.186961750000002 6.0000000000000009 2.5000000000000004 39.596303450000001 63.855000000000011 67.91500000000002 53.005000000000003 41.005000000000003 38.109452700000006 15.500000000000002 51.707269950000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 -9 -11 12 26 19 15 16 -15 -18 -17 20 22 -22 -14 -23 25 -24 -3 -10 29 -5
right_child=1 2 3 28 5 -7 -8 9 27 10 -12 -13 13 14 -16 18 17 -19 -20 -21 21 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=116.9432112446523 448.07449786141427 26991.118935734688 -14079.194677498856 16560.315405563058 60464.119702708398 -45118.939786152805 -66806.316958609255 108621.03132609579 25256.238015262999 -10382.102339824007 10176.221224305509 -3666.9177033667784 13036.085299579749 86045.500308430026 -7049.2728566426831 -64264.023811141313 -365405.96722972975 113236.94983108109 290604.09985018644 6525.7330715773942 186004.06730090728 -19546.333579743525 -31471.115074869795 146050.25231186225 27747.116145833334 -80113.312338007978 88821.963781826111 -14698.234837454133 -134.33096905824388 1908.663535294545
leaf_weight=2547999 653419 2553 8212 6803 981 403 685 154 580 4305 10582 115128 356 422 1673 23 37 37 88 2464 62 251 720 49 141 932 278 18515 678190 17762
leaf_count=2547999 653419 2553 8212 6803 981 403 685 154 580 4305 10582 115128 356 422 1673 23 37 37 88 2464 62 251 720 49 141 932 278 18515 678190 17762
internal_value=0 -195.288 -677.168 -90.8632 -11696.2 29719.9 -18138.8 -3300.68 -4197.11 5300.01 4231.2 -2780.77 7334.31 -2705.31 17229.2 84145 54397.1 -126085 217073 -11841.1 -29864.2 38073.4 -41308.3 7501.11 -52098.4 -58913.3 33062.8 -13484.6 78.9174 5966.27
internal_weight=0 1.5258e+06 872386 713036 10281 1384 8897 159350 144309 15041 14887 125214 10086 7255 2280 607 496 74 111 4975 2511 362 2149 300 1793 1652 2831 19095 702755 24565
internal_count=4073804 1525805 872386 713036 10281 1384 8897 159350 144309 15041 14887 125214 10086 7255 2280 607 496 74 111 4975 2511 362 2149 300 1793 1652 2831 19095 702755 24565
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 4 4 1 1 6 6 5 1 6 6 1 1 0 4 4 1 6 6 7 3 0 1 4
split_gain=9.62838e+12 5.25568e+13 2.95014e+14 2.70804e+14 6.53551e+14 6.83879e+14 2.82234e+14 2.51154e+14 2.32367e+14 5.80348e+14 2.77299e+14 2.18697e+14 2.16469e+14 2.6976e+14 2.01374e+14 2.01931e+14 1.99388e+14 2.06868e+14 3.37261e+14 2.26225e+14 5.35963e+14 3.91588e+14 2.47537e+14 2.9863e+14 2.31808e+14 2.21406e+14 2.52104e+14 2.20104e+14 2.56538e+14 2.09965e+14
threshold=59.963561900000009 59.91832440000001 30.425503950000003 30.389265100000003 59.950512650000007 8.5000000000000018 14.500000000000002 13.500000000000002 16.500000000000004 30.277905650000005 30.323041000000003 50.795000000000009 81.02500000000002 2.5000000000000004 30.205407000000005 88.00500000000001 102.04000000000001 30.323041000000003 30.315889700000003 59.939085000000013 11.500000000000002 12.500000000000002 30.370944000000005 83.820000000000007 36.005000000000003 6.0000000000000009 5.5000000000000009 59.950512650000007 30.330566300000005 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 12 16 -6 9 14 -10 -7 -5 -14 15 -8 17 18 -3 20 22 27 24 25 29 -24 -27 -21 -29 -19
right_child=-2 2 -4 4 7 11 8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 19 -20 21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-12.774756795063968 -664.18073296783189 10669.05285296677 -10865.536872901932 -29063.568271730663 -45200.195377735639 53558.514704175133 1018.5319720060929 28501.101301677438 3036.7834318167006 -65443.793514026358 -58217.646346976369 116840.66328139669 342671.26348214288 28018.885804115853 65020.043605108782 -194353.18426535089 -12509.787562670783 -7378.0481178977279 -36220.144097783297 71505.206832993121 -143907.66400914636 264051.5089657738 37153.274731979931 -88852.292942888715 42296.406194753668 -175706.05721877527 51770.45480840774 81396.883579583824 -27307.299957924704 -232989.74551136364
leaf_weight=3801237 207164 19092 12655 912 1238 1028 736 738 11459 1967 790 1165 35 123 567 57 3754 165 1668 1279 205 84 822 388 3239 116 84 324 658 55
leaf_count=3801237 207164 19092 12655 912 1238 1028 736 738 11459 1967 790 1165 35 123 567 57 3754 165 1668 1279 205 84 822 388 3239 116 84 324 658 55
internal_value=0 35.585 2846.26 6135.92 27712.8 55198.1 3756.56 -17674.1 -7279.37 -30715.4 -913.825 87176.3 -10342.2 97720.4 19513.1 -13024.6 9139.57 12023.7 6901.65 26356.3 14485.1 52042.6 21153.9 -14161.6 35549.7 14194.5 -80165.9 44166.1 8558.44 -63781
internal_weight=0 3.86664e+06 65403 52748 5239 3263 47509 1976 15576 3327 12249 2193 1070 158 1360 793 31933 28179 20760 7419 5074 2345 4869 1410 3459 1022 200 2261 982 220
internal_count=4073804 3866640 65403 52748 5239 3263 47509 1976 15576 3327 12249 2193 1070 158 1360 793 31933 28179 20760 7419 5074 2345 4869 1410 3459 1022 200 2261 982 220
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=6 0 6 6 4 0 7 1 0 6 1 1 0 1 0 1 1 0 3 6 2 1 1 1 3 4 2 7 0 1
split_gain=9.21747e+12 5.44443e+13 5.67201e+13 5.24563e+13 5.24307e+13 4.46802e+13 7.18591e+13 5.21866e+13 5.70612e+13 5.16214e+13 8.4385e+13 6.979e+13 5.92327e+13 1.10839e+14 4.96243e+13 4.47167e+13 1.46575e+14 5.73245e+13 4.36795e+13 5.73171e+13 5.53566e+13 4.20616e+13 4.11335e+13 1.06089e+14 4.07858e+13 4.10387e+13 5.50117e+13 4.92661e+13 6.0356e+13 4.04551e+13
threshold=34.010000000000012 55.520061350000013 32.005000000000003 35.57500000000001 13.500000000000002 55.775215600000003 6.0000000000000009 36.593086150000012 55.685785750000008 27.215000000000003 37.46219940000001 37.702956500000006 55.768246800000007 49.111590500000005 55.685785750000008 38.066230450000006 38.247071200000008 55.768246800000007 8.5000000000000018 22.940000000000005 75.000000000000014 38.247071200000008 48.411058050000008 49.300375350000003 19.500000000000004 9.5000000000000018 75.000000000000014 6.0000000000000009 55.783232450000007 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 21 6 18 8 -8 10 -9 14 -13 -14 -11 17 -17 -12 19 20 -3 -1 -4 -24 25 -7 27 -27 -29 -23
right_child=3 2 22 -5 -6 24 7 9 -10 11 15 12 13 -15 -16 16 -18 -19 -20 -21 -22 29 23 -25 -26 26 -28 28 -30 -31
leaf_value=-4383.665887458973 -2215.3301543137877 -36705.915195231377 2064.7009501756338 9.5776297789442673 -4291.7854538897391 -987.43149222989177 16890.057920328774 21687.798465461114 212837.06847826089 -18345.012874398813 -6536.8283143766803 -5254.4733946233746 252036.32403846155 -41.745371462264153 -59841.196017900482 209303.02240853661 -2892.4657505469986 -126872.5369921875 22796.850189045686 8126.6162846080133 1461.9705108230537 2385.6073449061037 19849.982611906864 3781.1796203362924 -12683.439641966675 9985.0378312638441 4249.2117257324244 -128051.63106574293 -19238.209034454481 -496.89865774941228
leaf_weight=20808 109363 568 56757 3413348 33076 109002 42 1602 23 959 3833 2138 26 53 412 41 158 40 1738 14923 1148 67315 5066 21743 2613 649 29006 53 1334 175967
leaf_count=20808 109363 568 56757 3413348 33076 109002 42 1602 23 959 3833 2138 26 53 412 41 158 40 1738 14923 1148 67315 5066 21743 2613 649 29006 53 1334 175967
internal_value=0 380.305 1455.55 -59.4949 -538.49 408.802 4083.72 -3065.13 86225.2 -3691.76 2244.92 -13079.9 -2112.46 82920.7 -30815.1 -5404.26 40826.2 -7779.64 7712.02 6136.36 -11171.7 -68.4082 3589.5 6817.64 -304.867 -73.9024 3133.9 -12755.5 -23396.2 300.677
internal_weight=0 551093 253927 3.52271e+06 297166 170361 27704 9327 65 9262 5674 3588 2217 79 1371 4072 199 3873 18377 16639 1716 264090 83566 26809 142657 140044 31042 2036 1387 243282
internal_count=4073804 551093 253927 3522711 297166 170361 27704 9327 65 9262 5674 3588 2217 79 1371 4072 199 3873 18377 16639 1716 264090 83566 26809 142657 140044 31042 2036 1387 243282
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 1 0 6 1 4 2 1 1 1 6 0 4 6 5 3 3 6 6 6 0 3 6 4 4 3 4 3 4 5
split_gain=9.88823e+12 4.95755e+13 1.24708e+14 1.27216e+14 1.13219e+14 1.40366e+14 1.20826e+14 1.17091e+14 1.07482e+14 9.64015e+13 9.50198e+13 1.06642e+14 1.61719e+14 1.45442e+14 1.09042e+14 1.02601e+14 9.99931e+13 9.07627e+13 8.92403e+13 1.14889e+14 1.11925e+14 9.82706e+13 1.4094e+14 8.71015e+13 8.5488e+13 8.50299e+13 8.37306e+13 8.05428e+13 1.64682e+14 1.21232e+14
threshold=3062.5000000000005 30.624707450000006 54.724612400000005 47.420000000000009 30.084656550000002 4.5000000000000009 5719.5000000000009 30.242318500000007 33.882313700000005 30.410676000000006 70.50500000000001 54.73499850000001 9.5000000000000018 125.02000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 128.05000000000004 104.01000000000001 88.825000000000003 57.719618750000002 1.5000000000000002 110.01500000000001 4.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 3.5000000000000004 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 -4 10 6 9 -7 -3 -6 -5 12 13 25 15 -13 -15 -18 19 20 -16 -20 -23 24 -21 27 -11 29 -29 -12
right_child=1 8 3 4 5 7 -8 -9 -10 26 11 14 -14 16 18 -17 17 -19 21 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-146.29693373949613 -4101.1398159036171 -8281.4854412825243 205.62629896101905 10637.442283759457 39862.898990676338 40399.541294596907 -37006.15366018701 10075.561659448002 137.27656155975268 -13862.843432617188 -14352.933375682647 -27200.555779254264 -33959.469006071478 -217700.03068181817 -67611.899653063316 -112362.0296657986 -193043.59212962966 8444.803849158654 79874.065321180562 -3532.9531738281253 3121.0612192849767 -189783.14121361301 -37066.734904180019 14886.333949519811 158820.94590625001 89185.753874120681 128586.63061440397 -245223.95769230771 10695.306233255278 77892.134775454047
leaf_weight=2164887 18974 15292 24135 8901 506 1480 127 9120 1824739 48 206 410 663 33 304 216 27 130 54 48 847 73 351 356 100 231 294 26 764 462
leaf_count=2164887 18974 15292 24135 8901 506 1480 127 9120 1824739 48 206 410 663 33 304 216 27 130 54 48 847 73 351 356 100 231 294 26 764 462
internal_value=0 165.914 2799.74 5423.1 10308.2 17649.3 53958.9 14309.5 67.3105 67582.2 4325.08 -6274.11 8502.43 23485 -19888.5 -56585.3 -59465.5 -26206.1 -9118.53 1874.06 -15560.8 -47178.6 -63359.9 41690.6 106166 32816.3 108594 23885.4 2272.65 49445.3
internal_weight=0 1.90892e+06 68886 49912 25777 11575 975 10600 1.84003e+06 848 14202 5301 2542 1879 2759 626 190 157 2133 1655 1151 478 424 504 148 1689 342 1458 790 668
internal_count=4073804 1908917 68886 49912 25777 11575 975 10600 1840031 848 14202 5301 2542 1879 2759 626 190 157 2133 1655 1151 478 424 504 148 1689 342 1458 790 668
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=0 0 2 3 1 1 6 1 3 4 6 0 1 4 3 0 5 1 3 6 6 3 4 0 0 6 1 7 1 0
split_gain=1.00209e+13 1.30672e+14 1.31857e+14 7.57345e+13 1.18988e+14 1.35303e+14 1.20409e+14 1.402e+14 1.19954e+14 1.04691e+14 7.1401e+13 1.16387e+14 6.41881e+13 6.21691e+13 9.47375e+13 1.12185e+14 1.19076e+14 9.20911e+13 9.05696e+13 1.09253e+14 1.4477e+14 9.99928e+13 1.27813e+14 1.35682e+14 1.61651e+14 1.4352e+14 1.27666e+14 1.15088e+14 9.98377e+13 9.76997e+13
threshold=55.026775150000006 55.017684700000011 5261.5000000000009 6.5000000000000009 82.901648750000021 82.92647190000001 87.015000000000015 82.948524700000021 11.500000000000002 9.5000000000000018 112.00500000000001 55.02095400000001 52.419561900000012 6.5000000000000009 5.5000000000000009 44.685196900000008 4.5000000000000009 39.749243900000003 6.5000000000000009 62.995000000000012 83.820000000000007 9.5000000000000018 11.500000000000002 45.053967500000006 45.029425500000009 102.04000000000001 37.318079750000003 6.0000000000000009 37.343102500000008 54.980317700000008
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 -5 8 7 9 -6 -7 -8 -12 -3 14 -1 17 -17 -16 -15 -20 -21 -22 27 24 26 -26 -24 -23 -28 -25
right_child=-2 2 3 4 5 6 10 -9 -10 -11 11 -13 -14 18 15 16 -18 -19 19 20 21 22 23 29 25 -27 28 -29 -30 -31
leaf_value=-673.68875169483999 -133.68314267565182 -18292.945697345691 2971.6680822505227 -12342.785853751815 64809.014079551096 225427.68455729168 -24991.340732760116 11668.939946916043 290139.96921296295 37253.822906969159 152385.89193948414 -18353.500511575399 -86789.7236328125 1386.6001359861575 -60142.333908647393 -6512.1045425117891 221456.20163043478 -12180.908781032726 509.78909196608129 -4606.1528668811943 5714.3662445837899 -28361.171545694619 109455.73841997665 -6623.7347729637549 50687.811893200422 6439.9130830192007 -73459.526809042014 -2435.6839069297134 1636.2521075405471 20823.437065930048
leaf_weight=545711 2359546 433 29489 1873 189 30 1126 11213 27 2043 63 109 200 546711 776 6028 23 827 392370 113723 28791 3197 107 15535 1574 1372 183 3687 5433 1415
leaf_count=545711 2359546 433 29489 1873 189 30 1126 11213 27 2043 63 109 200 546711 776 6028 23 827 392370 113723 28791 3197 107 15535 1574 1372 183 3687 5433 1415
internal_value=0 184.005 5395.73 6017.33 11404.1 14409.4 13245.7 16085.8 92975.4 39977 -15824.7 44184.8 -39934.9 37.745 -828.648 -11876.9 -5645.59 -35398.7 468.077 -416.975 -2494.68 1422.87 -2378.52 872.089 11048.2 30080.8 1250.82 -14475.7 -810.779 -4332.42
internal_weight=0 1.71426e+06 46795 46162 16673 14800 14584 13286 216 2073 1298 172 633 1.66746e+06 553365 7654 6051 1603 1.1141e+06 567387 175017 61294 32503 25619 8669 2946 5723 6884 5616 16950
internal_count=4073804 1714258 46795 46162 16673 14800 14584 13286 216 2073 1298 172 633 1667463 553365 7654 6051 1603 1114098 567387 175017 61294 32503 25619 8669 2946 5723 6884 5616 16950
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=0 1 0 6 7 1 4 0 4 0 4 4 1 6 1 6 1 3 1 1 1 4 1 1 1 1 4 0 6 1
split_gain=9.95183e+12 1.118e+14 9.02474e+13 1.25602e+14 1.08223e+14 1.05936e+14 8.97373e+13 7.80114e+13 7.7214e+13 7.6237e+13 3.32402e+14 1.73645e+14 1.79264e+14 1.10851e+14 1.89332e+14 2.82321e+14 1.41554e+14 1.3116e+14 1.0912e+14 9.53217e+13 1.28425e+14 1.55704e+14 2.74409e+14 2.24404e+14 2.18201e+14 1.99866e+14 1.51224e+14 1.32022e+14 1.28658e+14 1.27649e+14
threshold=54.94110555000001 20.507515800000004 54.947759400000002 87.395000000000024 6.0000000000000009 82.956351500000011 11.500000000000002 54.943815050000005 8.5000000000000018 55.007293000000011 5.5000000000000009 10.500000000000002 37.543519500000009 71.715000000000018 82.968544750000021 114.05000000000001 82.971668900000012 9.5000000000000018 38.011626600000007 82.860505900000007 83.007653300000015 17.500000000000004 82.956351500000011 82.958608050000009 82.965501500000016 82.956351500000011 18.500000000000004 54.992080650000005 77.010000000000005 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 -9 10 18 12 -12 -14 17 16 -16 -15 -4 -13 21 22 29 25 -25 -23 -26 -24 -27 -21
right_child=1 2 9 6 -6 -7 -8 8 -10 -11 11 19 13 14 15 -17 -18 -19 -20 20 -22 23 27 24 26 28 -28 -29 -30 -31
leaf_value=228.15783490442237 103647.72171875038 14806.102888429885 -68403.564668519946 -32969.017691305569 -743.9160152737835 -8841.1196954048592 118586.62421875 -8951.7320045130455 41404.315456428274 -101.15481785042664 -118630.07633615656 -10932.648380779869 8823.7589544490675 16967.511107140464 166453.1679122122 -148970.5682444853 51127.352891040791 -50570.819440479769 -5584.8722941622227 30526.194536834893 -10305.876174659037 864.01414343757324 59373.322506294659 -37102.468835044063 61764.845389636073 28736.632627185052 -7601.6050070932533 22190.853973113288 111049.20854470292 -344.67158465361308
leaf_weight=1301151 125 2022 279 1678 109647 30032 40 515 745 2516678 107 5485 34331 3668 114 68 1603 312 31108 1577 5785 7220 1405 2802 395 1279 1538 2981 223 8891
leaf_count=1301151 125 2022 279 1678 109647 30032 40 515 745 2516678 107 5485 34331 3668 114 68 1603 312 31108 1577 5785 7220 1405 2802 395 1279 1538 2981 223 8891
internal_value=0 -107.07 -121.266 -2563.99 -2238.14 -7349.43 -29440.4 28297.5 20822.3 12.0499 2574.77 6004.44 10633.5 10978.4 23809.5 50869.9 58784.4 11673 -6143.27 1302.69 3270.98 6045.24 13103.9 -1746.23 -19272.5 7768.44 6573.12 34101.8 40957.5 4306.01
internal_weight=0 2.77265e+06 2.77127e+06 143419 141701 32054 1718 1385 1260 2.62785e+06 111171 79784 40203 40096 5765 1785 1717 3980 31387 39581 34096 28311 14854 13457 4735 8722 1933 4386 1502 10468
internal_count=4073804 2772653 2771268 143419 141701 32054 1718 1385 1260 2627849 111171 79784 40203 40096 5765 1785 1717 3980 31387 39581 34096 28311 14854 13457 4735 8722 1933 4386 1502 10468
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1 7 4 0 0 4 6 1 4 0 5 0 6 1 6 6 5 0 4 0 5 4 4 0 6 0 0 4 4
split_gain=9.97542e+12 7.13518e+13 1.46555e+14 2.53362e+14 1.78577e+14 3.1264e+14 4.66232e+14 1.92724e+14 1.7156e+14 2.20031e+14 2.70562e+14 1.58889e+14 1.49143e+14 1.8413e+14 1.39728e+14 2.2468e+14 1.39716e+14 1.36681e+14 2.70196e+14 1.40075e+14 1.32551e+14 1.30402e+14 1.67357e+14 1.2915e+14 1.25443e+14 1.27643e+14 1.21583e+14 1.1671e+14 1.80672e+14 2.18192e+14
threshold=30.303340300000002 30.345769800000003 6.0000000000000009 4.5000000000000009 59.905532300000012 59.950512650000007 5.5000000000000009 53.310000000000009 30.330566300000005 8.5000000000000018 59.982409200000006 2.5000000000000004 59.838047850000002 75.605000000000004 30.315889700000003 94.02500000000002 66.50500000000001 1.5000000000000002 59.882709350000006 19.500000000000004 60.042359000000012 1.5000000000000002 13.500000000000002 9.5000000000000018 59.898927250000007 62.375000000000007 59.825842200000004 60.064438250000002 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 2 4 -4 7 6 -6 17 27 16 -11 12 13 -9 15 -8 -10 18 -2 -19 -5 -14 -23 -22 -24 -26 -21 28 -7 -30
right_child=1 -3 3 20 5 8 14 11 9 10 -12 -13 21 -15 -16 -17 -18 19 -20 26 23 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-765.1773400044417 5499.6707586379707 -28.214198253558777 -66333.906576024223 1108.0094826116026 13176.766747771615 14747.451513454205 -69798.085425323501 7481.0915628133871 -20360.254426317093 114440.10120473133 -776.85934608108482 14469.332301023118 -9488.654285316652 251622.28474121095 -20136.110680514714 55039.427299248418 -109981.16322034612 -6466.9929884612775 75292.836373702841 81050.84521484375 -195577.53393342393 43700.563449374116 83712.066195652005 -25050.126226007542 286735.57391375373 120310.82186646362 -132815.61914902221 -10881.572628755041 90644.722868633515 23012.486762152781
leaf_weight=163536 3449 3834081 582 40959 3193 6295 1647 892 462 214 4282 2685 207 32 1924 158 279 1963 661 32 46 836 571 1287 68 143 157 1152 778 1233
leaf_count=163536 3449 3834081 582 40959 3193 6295 1647 892 462 214 4282 2685 207 32 1924 158 279 1963 661 32 46 836 571 1287 68 143 157 1152 778 1233
internal_value=0 32.0014 3062.33 -803.738 8037.97 2652.47 -14869.9 17991.7 10906.3 -3614.19 4707.22 31771.6 48671 15936.2 -38885.2 -58870.5 -54104.2 6033.82 16724.3 -14383.4 98.0536 65244.7 74805.8 -30934.8 108059 173945 -96605.4 18946.5 23083.5 49177.5
internal_weight=0 3.91027e+06 76187 42874 33313 21617 6922 11696 14695 5237 4496 5434 2749 924 3729 1805 741 6262 4110 2152 42292 1825 1618 1333 782 211 189 9458 8306 2011
internal_count=4073804 3910268 76187 42874 33313 21617 6922 11696 14695 5237 4496 5434 2749 924 3729 1805 741 6262 4110 2152 42292 1825 1618 1333 782 211 189 9458 8306 2011
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=6 6 3 2 3 3 0 1 5 0 1 1 1 2 3 1 0 0 4 1 4 6 0 0 4 1 1 4 4 1
split_gain=1.00869e+13 4.15536e+13 6.90629e+13 6.52528e+13 5.94608e+13 8.1516e+13 3.71455e+13 5.30632e+13 6.13293e+13 5.28143e+13 4.92439e+13 4.3547e+13 4.23252e+13 4.05982e+13 4.7577e+13 1.74364e+14 3.92658e+13 6.89012e+13 6.30758e+13 5.55399e+13 5.0038e+13 5.5907e+13 6.01145e+13 4.25168e+13 1.40161e+14 5.41744e+13 5.15232e+13 4.93398e+13 4.74333e+13 4.89572e+13
threshold=41.505000000000003 40.015000000000008 9.5000000000000018 9651.0000000000018 12.500000000000002 13.500000000000002 45.063245050000006 43.56803845000001 2.5000000000000004 45.109778000000006 39.843340650000009 39.803839700000005 39.018051150000005 2892.5000000000005 10.500000000000002 39.939672500000007 54.962581500000006 54.992080650000005 16.500000000000004 82.860505900000007 4.5000000000000009 39.810000000000009 54.980317700000008 54.94428030000001 10.500000000000002 39.596303450000001 82.648284550000014 24.500000000000004 5.5000000000000009 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 10 12 11 -1 -8 14 -12 -16 23 18 20 -20 -18 -22 -23 25 26 -11 -25 28 29 -27
right_child=-2 2 3 4 5 -7 9 -9 -10 16 13 -13 -14 -15 15 -17 17 -19 19 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-2209.3657351164793 -108.02853605570107 3143.7149889160441 969.6539129382802 -2031.7000824892091 -29680.059082309275 -4155.3196020535315 5826.1451073039761 -9765.5141501102116 36269.963683327827 -3368.1145449386445 8217.7850657351755 -48581.041404806805 -490.07981975667155 -180.77287115463173 6119.1940823641698 300868.88449519232 -6173.2869426927964 269.92281179038036 -14138.311558688869 6717.1241791630155 13361.158397180512 -27893.109767293718 27961.127917661317 26034.531109567197 36802.356553027217 4018.8889142171656 -7446.0790930750272 -8484.6418374745554 2043.7517425445001 -2426.2152063379194
leaf_weight=84364 2768799 106722 27760 7351 2360 2663 29208 7604 437 54645 7012 203 16661 12628 88 26 1806 721829 2482 2630 12339 673 270 470 767 14381 20848 6280 95190 65308
leaf_count=84364 2768799 106722 27760 7351 2360 2663 29208 7604 437 54645 7012 203 16661 12628 88 26 1806 721829 2482 2630 12339 673 270 470 767 14381 20848 6280 95190 65308
internal_value=0 229.202 1813.86 -1722.43 -7761.89 -16147.8 28.2638 -1699.49 -1114.01 213.898 -1270.61 -2320.68 3531.9 3224.73 9259.64 73342.8 61.6925 431.122 6191.41 -3408.7 9444.05 11567.6 -11900.9 -1001.27 -5196.84 -608.323 -6707.93 224.143 536.88 -1263.11
internal_weight=0 1.305e+06 146856 40134 12374 5023 1.15815e+06 112362 104758 1.04579e+06 104321 84567 45869 19754 7126 114 999918 742029 20200 5112 15088 13282 943 257889 22085 235804 21318 181159 174879 79689
internal_count=4073804 1305005 146856 40134 12374 5023 1158149 112362 104758 1045787 104321 84567 45869 19754 7126 114 999918 742029 20200 5112 15088 13282 943 257889 22085 235804 21318 181159 174879 79689
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=4 0 0 6 6 5 5 1 1 5 6 7 1 0 0 6 6 6 1 0 0 0 6 5 3 1 2 0 0 0
split_gain=1.02828e+13 2.07536e+13 4.61092e+13 4.12091e+13 3.01375e+13 3.20461e+13 4.33832e+13 2.63947e+13 8.24592e+13 2.25263e+13 3.96267e+13 2.45153e+13 3.45158e+13 2.86716e+13 3.6927e+13 4.16705e+13 2.78114e+13 2.27272e+13 3.52993e+13 4.89774e+13 2.31171e+13 3.86641e+13 4.10128e+13 2.21921e+13 2.71265e+13 2.69576e+13 3.94273e+13 4.91047e+13 5.52302e+13 4.39172e+13
threshold=2.5000000000000004 44.046956350000009 44.601833250000006 100.05000000000001 149.05000000000004 3.5000000000000004 4.5000000000000009 39.105193450000009 40.024897700000004 3.5000000000000004 68.515000000000015 6.0000000000000009 38.430814800000007 45.177967300000006 47.207933300000008 168.45000000000002 168.45000000000002 247.90000000000001 72.839788400000018 54.188398350000007 61.78914120000001 61.686687400000004 79.710000000000022 1.5000000000000002 2.5000000000000004 56.240615550000008 3338.0000000000005 59.933037250000005 59.699368850000006 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -3 -9 10 23 13 -13 16 15 -15 -11 20 -19 -20 21 -12 -23 -4 25 26 27 28 -25 -29
right_child=-2 2 9 -5 5 6 -8 8 -10 11 17 12 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=9407.5632974786913 -26.73315529383375 -2843.8710788536991 -1217.4817737622161 69156.438522727272 21718.681783536587 -186732.7048900463 -14613.343965148926 -72981.391727237584 -9709.3223145995362 24833.617000848582 -5918.4940529984997 -136309.76798573369 -8857.9195463228407 -13799.33830094151 11446.844039654774 -152657.5016304348 110956.54341186523 2167.0531723140748 13413.591782924108 212798.55292968752 -39535.344147359916 9428.744140625 188196.84315476191 1867.9419531813719 104363.29263070914 4987.9416871278772 -6705.2440992492502 -134727.27432065218 46681.828128900088 -21037.025892427886
leaf_weight=3900 3961637 623 25571 55 41 27 32 298 667 599 9077 23 279 358 2284 23 40 129 28 22 203 33 21 38315 26 22949 6091 46 277 130
leaf_count=3900 3961637 623 25571 55 41 27 32 298 667 599 9077 23 279 358 2284 23 40 129 28 22 203 33 21 38315 26 22949 6091 46 277 130
internal_value=0 944.191 682.616 -15942 8017.64 -46189.4 -93379.8 -18889.4 -29248.3 939.03 666.83 8707.83 -18564.5 11200.6 6639.14 -22181.9 30224.7 -5481.75 29814 101143 -6158.62 -5416.59 78949.7 1293.04 2239.42 2200.26 774.14 1949.26 2189.6 -50751.5
internal_weight=0 112167 108167 1643 4000 100 59 1588 965 106524 102918 3606 302 3304 2665 381 639 9513 179 50 9334 9131 54 93405 67834 67808 44859 38768 38592 176
internal_count=4073804 112167 108167 1643 4000 100 59 1588 965 106524 102918 3606 302 3304 2665 381 639 9513 179 50 9334 9131 54 93405 67834 67808 44859 38768 38592 176
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=2 1 4 0 1 1 4 0 1 4 1 0 1 0 6 4 1 1 0 0 1 1 0 6 1 0 2 1 4 1
split_gain=9.58723e+12 4.23681e+13 9.50634e+13 5.23748e+13 4.58077e+13 6.36175e+13 5.9884e+13 4.79974e+13 2.15025e+14 2.27051e+14 1.42889e+14 3.35221e+14 3.29203e+14 2.93985e+14 2.04797e+14 1.42393e+14 1.65396e+14 1.36031e+14 1.58028e+14 1.32369e+14 1.18644e+14 2.29973e+14 2.70532e+14 2.03993e+14 1.92282e+14 3.21946e+14 2.22463e+14 3.46723e+14 2.18539e+14 1.64057e+14
threshold=451.00000000000006 39.079932600000006 13.500000000000002 55.633951400000008 39.018051150000005 38.782330450000011 14.500000000000002 55.897267000000006 38.166910000000009 6.5000000000000009 37.768783500000005 55.910578700000009 37.740454950000007 55.922096200000006 66.990000000000023 8.5000000000000018 38.430814800000007 37.729575300000008 55.922096200000006 56.520242650000007 37.442254400000003 37.234509300000006 55.910578700000009 52.015000000000008 37.534144550000008 55.988910100000005 75.000000000000014 37.517483500000004 16.500000000000004 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 10 -10 12 -12 17 14 -14 16 -11 20 -19 -13 21 -9 -23 -24 25 26 -22 28 -28 -27
right_child=-2 2 -4 -5 6 -7 -8 8 9 15 11 19 13 -15 -16 -17 -18 18 -20 -21 24 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=858.8612943363438 -68.505699923553124 -4425.8325559224659 156641.7325367647 -30353.248785469554 8912.8924732876567 -7155.9960625256899 121155.43363444012 1590.4365143237173 2830.9814576749682 305048.9466623264 -30314.391864949997 -2930.15721671459 50043.342524521817 -1834.6786447503787 148728.0564961535 45452.902702308136 -24595.796875 -242.68790151707873 -39381.677014075744 -69375.995958179206 -41369.144297545921 11634.545817743447 -14623.714764042834 -53738.725033737574 -1722.3842773983554 -9045.409285226704 51727.195701123186 105302.19205829792 9196.5530721382656 23347.431845436789
leaf_weight=540133 3396489 2948 34 1059 4886 11151 48 20388 2464 45 5210 41412 827 898 282 1434 23 2286 1880 302 393 2123 3318 2229 18359 5404 2116 647 2816 2200
leaf_count=540133 3396489 2948 34 1059 4886 11151 48 20388 2464 45 5210 41412 827 898 282 1434 23 2286 1880 302 393 2123 3318 2229 18359 5404 2116 647 2816 2200
internal_value=0 343.531 -9865.29 -11278.1 404.805 333.933 10004.8 461.02 -1374.75 21512 -2177.37 -6398.29 816.046 40697.4 75137.2 52157.8 193551 -431.508 -17905 -3411.21 781.879 -3962.48 -18722.9 -30341.6 4950.25 13973.8 31350.4 36473 27443.7 326.533
internal_weight=0 677315 4041 4007 673274 668340 4934 657189 117056 3966 113090 46924 66166 2007 1109 1502 68 64159 4166 41714 59993 28058 7670 5547 31935 13576 5972 5579 4932 7604
internal_count=4073804 677315 4041 4007 673274 668340 4934 657189 117056 3966 113090 46924 66166 2007 1109 1502 68 64159 4166 41714 59993 28058 7670 5547 31935 13576 5972 5579 4932 7604
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 6 1 1 4 6 0 4 4 1 6 4 4 0 6 4 4 6 0 0 6 7 6 6 4
split_gain=1.00344e+13 8.7566e+13 7.36588e+13 9.58265e+13 1.42832e+14 1.22532e+14 1.70912e+14 1.17281e+14 9.89412e+13 9.2857e+13 1.21983e+14 7.78371e+13 2.2954e+14 1.41602e+14 1.71898e+14 8.40709e+13 1.8806e+14 1.54366e+14 1.14105e+14 1.01751e+14 7.70234e+13 8.99879e+13 1.22124e+14 7.42761e+13 6.70788e+13 1.02282e+14 8.70171e+13 8.36011e+13 7.37625e+13 6.98987e+13
threshold=54.94110555000001 20.507515800000004 54.86311005000001 82.958608050000009 82.975438000000011 52.380799750000001 59.815000000000005 37.425454150000007 72.839788400000018 16.500000000000004 99.050000000000011 54.916864950000011 11.500000000000002 9.5000000000000018 83.015546400000019 42.205000000000005 4.5000000000000009 6.5000000000000009 54.932051950000009 96.050000000000011 6.5000000000000009 5.5000000000000009 138.05000000000004 54.916864950000011 54.947759400000002 87.395000000000024 6.0000000000000009 47.805000000000007 108.05000000000001 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=2 -2 -1 5 -5 7 8 -4 -7 11 23 12 13 14 -6 17 18 -13 -17 -18 21 22 -16 -11 25 26 27 29 -27 -3
right_child=1 24 3 4 9 6 -8 -9 -10 10 -12 15 -14 -15 20 16 19 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=84.230955107516465 25030.703799489158 -2528.47261375894 -7174.9827238622893 49782.973458911642 -46702.955130338436 -37096.921748288667 -24655.90960999213 13978.0689942931 2210.6870411917912 32935.050648672375 -97476.613381410265 -19632.776623819409 70897.50087949312 -48628.261558038983 -3697.8498182502381 62568.161474747016 18417.021567667332 25700.078794068137 -8802.5708451579394 -23649.046560297662 26141.680980878122 -97233.65008999694 239796.08095238099 -16466.955567308429 -5.1402230303168084 -29467.469543377247 -592.12879534475076 -11329.473441710148 117206.57236607143 31294.36660850788
leaf_weight=1254637 1385 14444 3638 866 613 674 3462 9377 12830 395 156 1546 416 683 1076 1419 3915 1461 266 674 1598 102 21 1326 2627849 1683 109647 16972 35 638
leaf_count=1254637 1385 14444 3638 866 613 674 3462 9377 12830 395 156 1546 416 683 1076 1419 3915 1461 266 674 1598 102 21 1326 2627849 1683 109647 16972 35 638
internal_value=0 -107.513 229.102 4136.75 10249 766.178 -4833.14 8065.29 248.8 8063.7 -12803.5 10904 125.25 -7067.83 1256.45 16140.7 22729.7 2392.93 51301.3 12238.7 11767.4 -7390.33 963.383 -5128.32 -120.076 -2226.04 -1931.99 -6515.23 -26479.3 -1097.7
internal_weight=0 2.77265e+06 1.30115e+06 46514 16533 29981 16966 13015 13504 15667 1877 13790 4509 4093 3410 9281 6274 3007 1685 4589 2797 1199 1097 1721 2.77127e+06 143419 141701 32054 1718 15082
internal_count=4073804 2772653 1301151 46514 16533 29981 16966 13015 13504 15667 1877 13790 4509 4093 3410 9281 6274 3007 1685 4589 2797 1199 1097 1721 2771268 143419 141701 32054 1718 15082
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=0 1 0 4 7 4 5 2 4 1 6 6 1 6 4 6 6 6 6 6 3 7 0 6 2 4 1 6 4 0
split_gain=9.64185e+12 3.12714e+13 3.2341e+13 6.39316e+13 5.19594e+13 1.11132e+14 4.99641e+13 7.99221e+13 9.26537e+13 5.09806e+13 1.1188e+14 4.94037e+13 3.90412e+13 1.04264e+14 4.917e+13 4.05032e+13 1.04051e+14 3.54223e+13 3.14097e+13 9.95218e+13 5.5156e+13 4.47627e+13 4.05816e+13 3.54757e+13 3.11094e+13 3.10575e+13 3.56421e+13 6.65889e+13 5.48675e+13 7.70085e+13
threshold=60.753246850000004 30.084656550000002 61.78914120000001 5.5000000000000009 6.0000000000000009 14.500000000000002 2.5000000000000004 6426.0000000000009 8.5000000000000018 39.749243900000003 96.050000000000011 89.00500000000001 34.382014200000008 66.990000000000023 10.500000000000002 78.605000000000004 79.710000000000022 120.05000000000001 90.045000000000016 92.02500000000002 2.5000000000000004 6.0000000000000009 63.565651350000003 87.015000000000015 4395.5000000000009 15.500000000000002 50.815483650000004 91.02500000000002 5.5000000000000009 61.686687400000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 25 -6 12 -8 9 10 -9 -11 13 -5 -15 -14 -17 18 23 -20 -21 22 -22 -10 -4 26 27 28 29 -3
right_child=1 2 3 6 5 -7 7 8 17 11 -12 -13 15 14 -16 16 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-18.273995138342986 -31746.093256578952 -3476.2749125211312 17719.966318251023 -10686.77554557162 -20204.331414773955 23896.528359362386 -714.98899950231703 322642.05729166669 22389.21345116962 109025.4496440615 22507.54296875 -24881.452562881099 4515.8717069054883 -34094.489472656249 -233970.96083984376 -202212.02500000002 7010.8567098496833 112074.5636991279 -172935.91861213237 -95502.402991071431 45647.631137628428 -57681.016406250004 203393.25833333333 110828.69025619183 -5174.3295529219786 -10158.557634837704 11554.844872872811 -34927.078781245575 -2695.7298934352457 16079.085123378078
leaf_weight=4017125 285 3038 614 753 2183 774 1597 27 1297 84 23 41 5729 20 32 34 79 43 34 35 73 31 21 47 17796 1227 8078 441 6270 5973
leaf_count=4017125 285 3038 614 753 2183 774 1597 27 1297 84 23 41 5729 20 32 34 79 43 34 35 73 31 21 47 17796 1227 8078 441 6270 5973
internal_value=0 1295.17 1462.15 -914.579 3875.06 -8660.85 5521.91 15474.2 30197.6 99240 184580 65104 501.576 -20144.2 -157095 3346.47 -55941.2 22555.3 20052.5 -17561.8 15455.2 46523.4 80888.7 25482 -4410.77 5356.21 6156.07 3382.16 4487.74 9486.12
internal_weight=0 56679 56394 28410 27984 2957 10000 3353 1756 175 50 125 6647 805 52 5842 113 1581 1538 194 160 125 94 1344 18410 25027 23800 15722 15281 9011
internal_count=4073804 56679 56394 28410 27984 2957 10000 3353 1756 175 50 125 6647 805 52 5842 113 1581 1538 194 160 125 94 1344 18410 25027 23800 15722 15281 9011
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 4 6 4 3 6 6 4 3 6 1 1 4 6 1 6 1 1 4 6 4 4 3 7 1 6
split_gain=9.61184e+12 5.5178e+13 5.46496e+14 1.33133e+14 1.14709e+14 2.01432e+14 1.52291e+14 1.14364e+14 1.04525e+14 1.55029e+14 1.47863e+14 1.12047e+14 9.52595e+13 8.58485e+13 1.03904e+14 8.57125e+13 8.45575e+13 7.80196e+13 1.47427e+14 1.01878e+14 1.28689e+14 9.90222e+13 7.93849e+13 7.49843e+13 6.95388e+13 1.0364e+14 7.16111e+13 6.92595e+13 6.80307e+13 6.70246e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 101.02000000000002 6.0000000000000009 8.5000000000000018 46.805000000000007 21.500000000000004 6.5000000000000009 55.805000000000007 62.375000000000007 8.5000000000000018 8.5000000000000018 86.030000000000015 30.410676000000006 30.410676000000006 16.500000000000004 45.005000000000003 30.277905650000005 52.610000000000007 30.323041000000003 30.315889700000003 8.5000000000000018 59.815000000000005 12.500000000000002 10.500000000000002 4.5000000000000009 6.0000000000000009 30.260128500000004 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 3 7 6 -6 -4 8 17 -10 27 -12 13 16 -15 -14 -7 -2 22 20 21 -20 28 -17 25 29 -27 -11 -19 -21
right_child=1 -3 4 -5 5 12 -8 -9 9 10 11 -13 15 14 -16 23 -18 18 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=35.554405427652533 -21505.941144932687 -221.30563260122469 -10118.268969468438 -23606.798907454853 -219597.06459517046 -32269.153988675956 -42786.348073547451 -148490.57769775391 14519.754652745272 353290.33125000005 -92903.939088541665 109787.46453971356 23553.634940620439 48882.962507584954 -155679.08437500001 -2044.2569195386707 4276.9703609324379 63461.475781250003 92309.109377441404 -74618.697018045772 227829.28317307692 -63231.627542613634 27260.59257289342 -89210.324635314944 -49926.970034327649 61692.5313301282 273552.02129629633 120013.20500000002 273847.79424019612 25772.596558803016
leaf_weight=3866640 253 192989 2802 385 44 2035 2908 32 242 35 30 300 1581 309 27 431 919 22 160 71 52 55 35 128 132 39 27 20 51 1050
leaf_count=3866640 253 192989 2802 385 44 2035 2908 32 242 35 30 300 1581 309 27 431 919 22 160 71 52 55 35 128 132 39 27 20 51 1050
internal_value=0 -663.61 -6685.47 31282.9 -16839.6 -6496.1 -26755.5 39392.1 41727.9 77238.2 116661 91361 -4769.32 -15451.6 32444.9 11653.4 -20899.5 30292.3 38028.5 30330.2 86662.3 52519.6 151079 -22003.6 18927.1 26584 148362 268462 210444 19414.2
internal_weight=0 207164 14175 2991 11184 5474 5710 2606 2574 627 385 330 5430 3290 336 2140 2954 1947 1694 1586 267 215 108 559 1319 1187 66 55 73 1121
internal_count=4073804 207164 14175 2991 11184 5474 5710 2606 2574 627 385 330 5430 3290 336 2140 2954 1947 1694 1586 267 215 108 559 1319 1187 66 55 73 1121
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=2 5 0 0 1 4 4 1 6 1 6 0 2 0 1 1 0 0 6 1 0 0 1 4 4 7 7 4 0 2
split_gain=9.4296e+12 1.84218e+13 1.61487e+13 1.63249e+13 1.10808e+13 1.15404e+13 1.07565e+13 1.67467e+13 9.54763e+12 9.45175e+12 1.30204e+13 9.20257e+12 1.50577e+14 1.48107e+14 1.39434e+14 3.10993e+14 5.52458e+14 4.84526e+14 3.21834e+14 2.28113e+14 3.67774e+14 2.15144e+14 3.47923e+14 3.42391e+14 2.50428e+14 2.08828e+14 1.84183e+14 3.40712e+14 2.66343e+14 1.40282e+14
threshold=14143.500000000002 2.5000000000000004 63.565651350000003 59.699368850000006 72.839788400000018 4.5000000000000009 5.5000000000000009 72.839788400000018 68.515000000000015 65.64204770000002 48.410000000000004 56.888401950000009 2421.5000000000005 56.818587550000011 60.605526900000008 60.590708550000009 56.83050475000001 56.838524800000009 112.00500000000001 60.620042600000012 56.838524800000009 56.850115550000005 60.549354600000008 9.5000000000000018 32.500000000000007 6.0000000000000009 6.0000000000000009 17.500000000000004 56.83050475000001 2599.0000000000005
decision_type=2 2 2 2 2 2 2 2 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 -2 9 -6 8 -8 -3 10 -4 13 -13 -1 15 21 -17 -18 -19 20 26 22 -15 -24 -25 -20 -16 28 -28 -23
right_child=1 6 4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 19 16 17 18 25 -21 -22 29 23 24 -26 -27 27 -29 -30 -31
leaf_value=-43.639841646616915 -4161.5223278985504 -9901.2308794070523 -2413.5372309628215 -83833.48856230946 -20542.328739872686 54611.461544363847 31863.739560231857 114782.14041193182 43158.422578124999 -33061.22164288949 48074.896606445312 -15193.914938929338 -185.24125360328532 1906.7465316271753 66470.299184211603 78784.115522487918 -55377.724662088644 -6857.1179163942861 253627.21958984376 5875.2514790452551 15623.723192865769 5498.8759433644582 7632.05315121482 57495.946252001369 -12940.697323202192 -8520.8587372448983 161989.80423677887 72126.05057319974 610414.99444444443 -7150.2661552380641
leaf_weight=3252351 69 78 253 41 27 84 93 33 60 69 64 6747 722374 14021 844 543 3049 3412 80 22063 3657 17249 4291 3641 586 49 26 92 27 17831
leaf_count=3252351 69 78 253 41 27 84 93 33 60 69 64 6747 722374 14021 844 543 3049 3412 80 22063 3657 17249 4291 3641 586 49 26 92 27 17831
internal_value=0 10403.8 812.761 -33857.4 8486.25 36330.8 32455.9 53580.5 13168.2 479.13 7779.71 -2.22486 -324.126 67.9659 4036.66 1529 -18167.8 -26156.4 -995.151 10116.1 30255.1 3967.39 11590.7 27530.9 47731.1 154052 84357.4 188473 390433 -930.624
internal_weight=0 871 607 110 497 111 264 126 138 386 317 4.07293e+06 729121 3.34381e+06 91461 64752 7133 6590 3541 26709 4646 57619 22539 8518 4227 129 989 145 53 35080
internal_count=4073804 871 607 110 497 111 264 126 138 386 317 4072933 729121 3343812 91461 64752 7133 6590 3541 26709 4646 57619 22539 8518 4227 129 989 145 53 35080
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=6 0 3 0 1 3 3 1 0 0 1 6 4 3 7 1 1 5 1 1 6 1 6 6 6 4 1 3 6 6
split_gain=9.4501e+12 3.27517e+13 8.47364e+13 8.43353e+13 8.54406e+13 8.25102e+13 1.11748e+14 6.61743e+13 1.46644e+14 5.88929e+13 7.28302e+13 7.71797e+13 5.67297e+13 5.51404e+13 5.50616e+13 8.75002e+13 8.903e+13 7.27818e+13 5.93367e+13 1.66562e+14 1.17663e+14 1.19089e+14 7.46136e+13 5.75588e+13 7.9441e+13 7.23961e+13 8.13701e+13 1.85804e+14 8.72197e+13 7.94049e+13
threshold=100.05000000000001 44.601833250000006 7.5000000000000009 45.00849250000001 37.804148700000006 12.500000000000002 11.500000000000002 37.768783500000005 44.685196900000008 43.051287600000009 42.186961750000002 116.05000000000001 15.500000000000002 2.5000000000000004 6.0000000000000009 38.657016300000002 38.066230450000006 5.5000000000000009 39.703507450000011 39.718675700000013 102.04000000000001 39.625203600000013 116.05000000000001 101.02000000000002 114.05000000000001 6.5000000000000009 39.723160900000003 3.5000000000000004 134.05000000000004 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -11 -12 -7 -10 18 16 -16 -17 20 -20 -2 -22 -23 -21 -25 29 27 -27 -28 -26
right_child=1 3 9 -5 -6 12 -8 8 13 10 11 -13 -14 -15 15 17 -18 -19 19 23 21 22 -24 24 25 26 28 -29 -30 -31
leaf_value=26.250293543169114 127315.73445581897 -14023.64821403182 6233.9470890052871 -940.10995573306741 -44469.238998554472 -191744.78166756465 161937.55490552328 -33697.138236919207 -8667.963823784723 -10814.273713061415 -3733.3366727731527 -98093.728448796683 -42359.877537166263 130620.3943431713 -23757.599595905172 -4129.8999998650052 207604.09033203125 -163628.11500538792 101367.1486078961 -63969.485724431826 -754.1557592773438 -199500.05057091347 -46006.363985339507 38548.015565416041 -41427.479211914062 342811.86648437503 -2984.0079721669681 -60672.981547619056 59782.499504348474 8808.7803871052674
leaf_weight=3956282 58 1044 990 105735 885 29 43 152 36 892 137 236 206 135 29 2125 39 29 243 88 560 52 81 1236 450 25 549 21 371 1046
leaf_count=3956282 58 1044 990 105735 885 29 43 152 36 892 137 236 206 135 29 2125 39 29 243 88 560 52 81 1236 450 25 549 21 371 1046
internal_value=0 -883.695 4825.39 -1371.84 -19414.9 -5935.78 3207.35 -1785.62 37770.1 -12033.8 -26330.4 -63435.9 -60794.6 101297 10254.9 -2751.42 108935 -6277.28 16301 21111.2 -9505.37 -20956.5 -106019 15960.1 17862.1 7477.2 28817 158612 22327.3 -6302.39
internal_weight=0 117522 9257 108265 2530 1645 1410 1367 323 2255 1265 373 235 171 7002 2222 68 2154 4780 4029 751 693 133 3786 3698 2462 966 46 920 1496
internal_count=4073804 117522 9257 108265 2530 1645 1410 1367 323 2255 1265 373 235 171 7002 2222 68 2154 4780 4029 751 693 133 3786 3698 2462 966 46 920 1496
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=4 3 3 4 6 0 0 6 1 1 1 0 7 1 1 1 0 1 1 0 0 2 7 6 1 6 6 1 1 1
split_gain=9.10639e+12 1.78969e+13 1.82344e+13 1.85869e+13 1.60619e+13 2.03658e+13 3.43552e+13 3.45711e+13 1.85922e+13 1.83536e+13 6.11854e+13 2.02617e+13 1.68682e+13 1.76033e+13 3.42e+13 2.79638e+13 5.02051e+13 3.74708e+13 1.58205e+13 1.65707e+13 1.53894e+13 2.91489e+13 2.10307e+13 3.28167e+13 4.63305e+13 3.86087e+13 2.89236e+13 1.83543e+13 1.54736e+13 2.39734e+13
threshold=2.5000000000000004 7.5000000000000009 1.5000000000000002 1.5000000000000002 73.00500000000001 61.78914120000001 59.939085000000013 88.825000000000003 52.061190950000004 30.345769800000003 30.425503950000003 59.898927250000007 6.0000000000000009 30.389265100000003 30.425503950000003 30.303340300000002 60.002985000000002 30.330566300000005 30.277905650000005 60.042359000000012 43.687280500000007 9613.5000000000018 6.0000000000000009 106.49500000000002 45.71452080000001 99.050000000000011 84.810000000000016 45.126607350000008 37.897576350000001 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -7 11 -11 -6 13 15 -15 -4 17 -17 -9 -20 21 22 23 25 -25 26 27 -12 29 -22
right_child=-2 -3 4 -5 5 8 7 18 -10 10 20 -13 -14 14 -16 16 -18 -19 19 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-701.11259324425578 -25.157538725804219 74520.844614109854 -8445.5630036006096 3042.8256968548581 -21374.617126225494 -115881.84946289063 -3528.5527851055194 19592.704687500001 -14172.829935213415 168215.12523437501 -145245.07421875 -134433.56728940218 22558.779642542399 110544.87013811384 -10.123684389590935 -227385.82498046878 61221.177818714496 -62305.527183948871 194972.6067175293 75794.370731026793 -13658.64181491604 27051.844826507571 -142997.19488636366 99458.797892992428 -79032.088112229569 -170570.13383620689 41442.549791666672 -18791.637336869677 -3239.1821126795226 -80201.798685515882
leaf_weight=18645 3961637 33 655 45914 51 32 77 20 41 20 24 23 328 28 42085 20 22 44 20 28 385 64 22 33 26 29 30 22 3383 63
leaf_count=18645 3961637 33 655 45914 51 32 77 20 41 20 24 23 328 28 42085 20 22 44 20 28 385 64 22 33 26 29 30 22 3383 63
internal_value=0 888.542 866.872 1961.56 -618.606 -6379.36 -5494.27 42357.6 -58757.6 -7156.19 -6265.55 -56514.6 -32.5519 -205.464 63.3819 -15484.7 -69096.4 -113893 94316.9 125452 -7120.64 -31159.5 -51189.2 -38873.5 20801.8 -72405.3 -34947.6 -84767.3 -5551.93 -23016.3
internal_weight=0 112167 112134 64559 47575 4393 4320 145 73 4175 4101 74 43182 42854 42113 741 86 64 68 48 4081 250 186 164 59 105 76 46 3831 448
internal_count=4073804 112167 112134 64559 47575 4393 4320 145 73 4175 4101 74 43182 42854 42113 741 86 64 68 48 4081 250 186 164 59 105 76 46 3831 448
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 7 1 6 6 6 4 1 3 1 4 5 3 1 6 4 4 3 6 1 0 2 1 1 0 0
split_gain=8.81223e+12 1.06494e+14 1.17256e+14 1.19912e+14 9.15539e+13 1.16775e+14 1.59536e+14 8.34731e+13 7.66407e+13 7.35577e+13 1.30899e+14 1.26547e+14 1.24145e+14 9.21533e+13 7.84841e+13 7.68038e+13 7.37585e+13 1.80716e+14 1.25158e+14 7.31762e+13 6.28439e+13 1.17768e+14 1.61489e+14 8.70364e+13 5.29697e+14 1.46126e+14 2.17494e+14 1.44168e+14 5.34078e+14 1.39358e+14
threshold=55.026775150000006 55.018166200000003 82.901648750000021 82.906746050000024 82.948524700000021 6.0000000000000009 82.911604200000014 156.15000000000003 59.815000000000005 97.020000000000024 16.500000000000004 82.941727000000014 9.5000000000000018 82.92647190000001 6.5000000000000009 3.5000000000000004 4.5000000000000009 82.918694400000007 134.05000000000004 17.500000000000004 8.5000000000000018 2.5000000000000004 88.00500000000001 60.307188350000011 55.303261650000003 2200.0000000000005 59.999510900000011 61.400814300000008 57.100506200000005 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -6 -3 12 11 14 -5 -12 -11 -15 17 18 -16 -14 23 22 -22 24 25 -2 -27 28 -25 -26
right_child=20 2 3 4 7 6 -8 -9 -10 10 13 -13 19 15 16 -17 -18 -19 -20 -21 21 -23 -24 27 29 26 -28 -29 -30 -31
leaf_value=64.985111180662358 -10376.896695466827 188.26545776681803 149697.24268229166 11591.342641436846 5093.5998911386405 340158.36062500003 52664.5037713325 191692.83854166669 -27322.234757373273 -169950.2003092448 95447.237500000003 146636.59349315069 20967.318766132008 -76762.767052840194 416259.20703125 27320.577550287358 -4136.3210888243557 -2382.5787899925595 70616.039003906248 81841.39635414946 -1890.7210677893295 -107.67961259719966 -13714.566806884715 7600.726896600615 3246.0002725955342 -43087.580517496339 -2941.1758901409448 588.31956496563555 -50402.177807564673 -520.55958554659617
leaf_weight=1682913 9539 3104 60 2579 21498 20 553 24 1503 24 43 73 339 383 22 87 456 84 20 473 238161 1388607 12140 65335 135636 4179 1993 146144 1627 356185
leaf_count=1682913 9539 3104 60 2579 21498 20 553 24 1503 24 43 73 339 383 22 87 456 84 20 473 238161 1388607 12140 65335 135636 4179 1993 146144 1627 356185
internal_value=0 172.552 5947.8 8486.6 8169.01 20137.7 62699.2 5301.68 -8786.83 14816.4 -6551.7 22252.4 22327.6 -44676.4 7268.84 -57496.3 14576.8 82300.7 251667 56427.2 -125.362 -467.577 -2464.2 652.918 -59.2101 -18134.4 -30123.9 2348.92 6191.41 518.195
internal_weight=0 1.71426e+06 31345 26738 26678 5156 573 21522 4607 4583 1192 679 3391 513 606 470 582 126 42 812 2.35955e+06 1.63891e+06 250301 720638 507532 15711 6172 213106 66962 491821
internal_count=4073804 1714258 31345 26738 26678 5156 573 21522 4607 4583 1192 679 3391 513 606 470 582 126 42 812 2359546 1638908 250301 720638 507532 15711 6172 213106 66962 491821
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=6 6 6 1 6 4 1 0 0 7 0 6 6 0 1 0 0 1 1 5 7 5 2 1 1 4 5 0 0 1
split_gain=9.63971e+12 1.2002e+14 5.09065e+13 1.15273e+14 4.9633e+13 7.35434e+13 1.18647e+14 8.43673e+13 1.72789e+14 9.30845e+13 1.57804e+14 1.23786e+14 1.38673e+14 8.01492e+13 7.31055e+13 8.26444e+13 1.0564e+14 8.3571e+13 2.03909e+14 8.58232e+13 6.98513e+13 2.05597e+14 1.43688e+14 2.67319e+14 1.78271e+14 1.80716e+14 1.23864e+14 1.17522e+14 1.15336e+14 1.4476e+14
threshold=58.305000000000007 59.245000000000012 60.005000000000003 38.011626600000007 49.010000000000012 5.5000000000000009 40.377616600000003 55.214863500000007 55.123213100000008 6.0000000000000009 55.080855950000007 58.005000000000003 58.045000000000009 55.018166200000003 47.17130860000001 55.102137100000007 54.962581500000006 83.086354900000018 82.991167100000027 2.5000000000000004 6.0000000000000009 2.5000000000000004 75.000000000000014 37.318079750000003 37.425454150000007 22.500000000000004 1.5000000000000002 55.922096200000006 55.876067900000002 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 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 -6 8 9 10 11 -7 13 -13 -8 16 -16 18 -18 -19 22 -22 23 -9 -25 28 -27 -24 -26 -30
right_child=1 2 -4 -5 5 7 14 20 -10 -11 -12 12 -14 -15 15 -17 17 19 -20 -21 21 -23 27 24 25 26 -28 -29 29 -31
leaf_value=122.50691524995864 3612.3075655074895 3637.6996336229927 133.00359493945842 -4414.4414156274779 3929.9000613211342 -818.63898569104708 -7266.534967668119 54081.459664200447 11792.56629508351 2651.3498785559236 -19984.853418000948 -18312.453133263789 18880.235227212277 -72839.583307658453 -269.73525834720624 2847.0606064778958 -14760.257596613512 43258.644638813406 36280.959350806974 -79808.418538052065 -5770.5189000682776 22584.963955867104 -7577.8941768029463 -19266.192616641561 5855.9904232796343 -11123.445985126496 53966.908542809309 -878.83919452141492 -77686.450647450038 -6303.011103794187
leaf_weight=2069790 96677 24081 1206187 67935 72371 117455 17507 1069 11605 55110 4834 5306 1028 284 26781 43069 9140 69 856 317 90999 2631 37953 3146 19786 384 1225 84475 358 1376
leaf_count=2069790 96677 24081 1206187 67935 72371 117455 17507 1069 11605 55110 4834 5306 1028 284 26781 43069 9140 69 856 317 90999 2631 37953 3146 19786 384 1225 84475 358 1376
internal_value=0 213.179 -39.954 -2307.16 -110.999 -904.435 860.768 -1588.4 -42.0957 -788.447 -2259.02 -1568.4 -14875.1 -21082.7 -1411.78 -134.241 -3589.33 -12152.4 -10389.4 -57809.4 -2831.17 -4973.73 -1491.75 5062.23 3067.88 6105.75 38432.6 -2955.56 3688.75 -21040.8
internal_weight=0 1.39488e+06 1.2982e+06 92016 2.67892e+06 609134 170110 439024 195622 184017 128907 124073 6618 5590 97739 80232 37163 10382 9996 386 243402 93630 149772 27344 26275 23129 1609 122428 21520 1734
internal_count=4073804 1394880 1298203 92016 2678924 609134 170110 439024 195622 184017 128907 124073 6618 5590 97739 80232 37163 10382 9996 386 243402 93630 149772 27344 26275 23129 1609 122428 21520 1734
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=4 0 4 0 4 1 1 1 6 0 7 6 0 1 1 1 4 4 4 6 5 4 0 6 0 6 6 1 4 6
split_gain=9.16354e+12 8.86249e+13 7.1918e+13 1.49922e+14 1.39796e+14 2.45254e+14 5.07991e+14 1.84229e+14 1.54695e+14 1.29088e+14 2.06988e+14 1.89457e+14 1.52914e+14 1.60432e+14 2.3877e+14 1.45811e+14 1.26358e+14 1.20923e+14 1.18433e+14 1.47145e+14 1.79744e+14 1.1808e+14 1.13369e+14 1.12443e+14 1.05212e+14 9.93342e+13 1.76893e+14 1.08902e+14 1.53691e+14 9.684e+13
threshold=25.500000000000004 55.60524465000001 31.500000000000004 55.79439725000001 26.500000000000004 37.46219940000001 37.618684050000006 37.71815560000001 53.705000000000005 55.850146250000009 6.0000000000000009 97.020000000000024 55.910578700000009 37.563506350000004 37.488790500000007 37.534144550000008 27.500000000000004 26.500000000000004 28.500000000000004 56.805000000000007 1.5000000000000002 26.500000000000004 55.840017500000009 43.205000000000005 55.710673100000008 68.00500000000001 69.605000000000004 37.563506350000004 29.500000000000004 48.410000000000004
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 4 5 -3 8 -8 24 10 16 18 13 14 -11 -16 23 -17 19 -12 -21 29 -22 -5 -7 27 -27 -20 -29 -15
right_child=1 2 -4 9 -6 6 7 -9 -10 12 11 -13 -14 21 15 17 -18 -19 25 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-19.677651057101315 -5206.8229163123742 -37605.905521416818 -1370.038341818859 73717.135072032688 10683.272755133416 110568.02480468751 67301.624107226206 -8162.3981782656992 112340.3982904412 76363.18546627216 -23126.830771961089 227165.58189655177 3365.2956425946049 69579.343490767045 -154463.20866268381 -27830.012818528601 71932.987298456821 177484.39155273439 -44533.308105868986 188092.45494791667 -70416.246782578572 53431.501407375261 -175070.53088378906 -48293.864794524903 349293.52820312505 325927.89429347828 28229.048235720198 260676.70798611111 9490.0397288372242 243314.45034496754
leaf_weight=4004864 16666 318 20938 109 5573 24 816 536 85 335 1224 29 19177 55 85 277 384 32 488 24 541 243 128 246 80 23 151 27 249 77
leaf_count=4004864 16666 318 20938 109 5573 24 816 536 85 335 1224 29 19177 55 85 277 384 32 488 24 541 243 128 246 80 23 151 27 249 77
internal_value=0 1143.11 3167.6 6199.55 18604.5 42351 58850.8 37383.9 212413 2342.74 -15044 -27143.4 5448.7 41638.4 14297.5 -38474.1 32174.8 -6567.68 -29726.5 -43973.5 -80793.6 94789.2 -90439.8 -10831.3 294203 -609.846 67580 -16140 34062.6 170925
internal_weight=0 68940 52274 31336 7432 1859 1541 1352 189 23904 3623 2884 20281 1104 729 394 739 309 2855 1917 693 375 669 355 104 938 174 764 276 132
internal_count=4073804 68940 52274 31336 7432 1859 1541 1352 189 23904 3623 2884 20281 1104 729 394 739 309 2855 1917 693 375 669 355 104 938 174 764 276 132
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 1 1 0 6 0 6 0 0 0 7 6 6 6 1 1 0 6 4 4 4 6 4 5 0
split_gain=8.77127e+12 2.83852e+13 8.04002e+13 7.50984e+13 1.00221e+14 8.55167e+13 6.08931e+13 2.32136e+14 1.33488e+14 1.89012e+14 1.18326e+14 1.37675e+14 1.1772e+14 1.23615e+14 6.49338e+14 2.27708e+14 1.39689e+14 1.96283e+14 1.50702e+14 1.41813e+14 1.71677e+14 1.34134e+14 1.31546e+14 1.41483e+14 1.29738e+14 1.23163e+14 1.12262e+14 1.64607e+14 1.08329e+14 1.20177e+14
threshold=83.658467900000019 83.000013850000016 53.20799465000001 55.055052800000006 59.010000000000012 55.080855950000007 82.965501500000016 82.966990000000024 54.916864950000011 138.05000000000004 54.94428030000001 112.00500000000001 54.94110555000001 54.988402950000008 54.992080650000005 6.0000000000000009 100.05000000000001 78.605000000000004 70.00500000000001 82.971668900000012 82.991167100000027 55.012912000000007 50.995000000000012 16.500000000000004 25.500000000000004 18.500000000000004 91.02500000000002 4.5000000000000009 2.5000000000000004 54.947759400000002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 9 -9 -8 -12 26 28 22 16 17 18 21 -20 -21 -16 -15 -24 -17 -23 -10 -28 -14 -30
right_child=-2 2 3 4 -6 -7 7 8 12 -11 11 -13 13 14 15 24 -18 -19 19 20 -22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-49.294929234349219 611.70620659246515 -53686.614146096959 -777.09215993061969 -23813.081240175241 -42443.194057702676 8998.4959611559661 24023.8817761221 -17459.857632877782 18264.440043451003 -325832.28242187505 4026.0537078766483 82614.368149563321 -5603.0969989088235 37745.813144361942 -11465.8496535717 12569.407799716946 -57224.313727020803 28371.473910942936 14697.671853008222 -41157.623989247913 58225.820844126007 3201.9088704628598 129020.01211944903 44081.123017636601 -24859.423896228705 -37543.060539089412 55603.145262331498 -35292.586775993077 2495.4816199134525 52538.539067481463
leaf_weight=3450934 221656 290 246601 1445 971 1764 6450 3218 6548 20 8389 229 41933 858 9702 18829 456 2083 766 2465 187 28094 475 334 974 762 255 911 15710 495
leaf_count=3450934 221656 290 246601 1445 971 1764 6450 3218 6548 20 8389 229 41933 858 9702 18829 456 2083 766 2465 187 28094 475 334 974 762 255 911 15710 495
internal_value=0 -35.1981 -1063.24 -1002.39 -14294 -5776.43 36.4784 2007.92 694.633 -19364.6 13780.7 6114.33 1187.3 442.362 3404.58 1807.55 -2161.03 -1591.14 -3078 -23202.7 -34149.8 -1294.03 65023.1 93952.5 10728.5 2125.96 13173.8 -15414 -2919.68 4024.1
internal_weight=0 3.85215e+06 251071 250781 4180 3209 3.60108e+06 150143 135075 3238 15068 8618 131837 124123 65985 64318 44515 44059 41976 3418 2652 38558 1667 809 19803 28856 7714 1166 58138 16205
internal_count=4073804 3852148 251071 250781 4180 3209 3601077 150143 135075 3238 15068 8618 131837 124123 65985 64318 44515 44059 41976 3418 2652 38558 1667 809 19803 28856 7714 1166 58138 16205
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=1 1 2 6 1 1 7 0 7 0 4 1 1 4 6 0 0 0 0 4 6 0 1 2 5 0 1 6 2 4
split_gain=9.51615e+12 1.69819e+14 4.1159e+14 1.51732e+14 1.23284e+14 2.20013e+14 1.86748e+14 1.67866e+14 1.55373e+14 1.64075e+14 2.28354e+14 2.65696e+14 1.75484e+14 1.50556e+14 1.24415e+14 1.74852e+14 1.32002e+14 1.34967e+14 1.25528e+14 1.21177e+14 1.89126e+14 1.18062e+14 1.1796e+14 1.17896e+14 1.15739e+14 1.12125e+14 1.10082e+14 1.03008e+14 1.01586e+14 1.46577e+14
threshold=50.298521650000005 52.061190950000004 3062.5000000000005 87.015000000000015 49.030112300000006 47.899251850000006 6.0000000000000009 56.638205000000006 6.0000000000000009 55.82518790000001 16.500000000000004 49.147669400000005 49.095306150000006 19.500000000000004 69.605000000000004 55.812023600000011 55.866549750000011 55.82518790000001 56.638205000000006 10.500000000000002 108.05000000000001 56.791379400000004 49.147669400000005 4244.5000000000009 1.5000000000000002 55.801384500000005 49.176406850000006 138.05000000000004 4829.0000000000009 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=4 2 3 -2 5 -1 14 -8 13 19 -11 12 -12 23 16 -16 17 -7 27 20 25 28 -15 -6 -21 -10 -22 -17 29 -18
right_child=1 -3 -4 -5 8 6 7 -9 9 10 11 -13 -14 22 15 18 21 -19 -20 24 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.974264583697163 -21191.869922369788 -42.613169060437741 381.93910138555816 -78774.815983950306 4015.8603069875967 -3982.6663024877671 17889.428552938105 -24381.882149709152 7145.3153659085337 1143.1747634849278 -37634.210116464121 -6654.0455375868451 98238.695814836465 47910.503055200061 1217.0330880243366 -48437.613975639935 44169.202148385353 -23815.219688075973 17337.106730416319 -352.83824780578652 193318.78552782012 -69091.487352061173 12877.954359162575 -38493.333925684492 -12812.356140262178 -16825.851101211152 24486.540068493152 -190834.72798978366 -3888.6268703724272 -7534.15344124688
leaf_weight=2274960 9808 1560504 21835 480 119787 6184 4238 1207 10475 3376 108 542 793 1227 1316 2202 1229 7709 298 12963 82 235 4436 656 17548 2398 73 52 6093 990
leaf_count=2274960 9808 1560504 21835 480 119787 6184 4238 1207 10475 3376 108 542 793 1227 1316 2202 1229 7709 298 12963 82 235 4436 656 17548 2398 73 52 6093 990
internal_value=0 -190.767 -7387.92 -23878.5 122.45 -71.4063 -8337.91 8519.09 2685.56 -2133.57 15374.9 48671 81952 4533.56 -11826.8 -28390.6 -8971.71 -14987.4 -43658.5 -4071.44 4002.03 806.743 20468.4 3784.33 -7518.77 2679.93 113804 -51722.7 2782.93 21101.9
internal_weight=0 1.59263e+06 32123 10288 2.48118e+06 2.30671e+06 31753 5445 174464 48358 4819 1443 901 126106 26308 3868 22440 13893 2552 43539 13028 8547 5663 120443 30511 12873 155 2254 8312 2219
internal_count=4073804 1592627 32123 10288 2481177 2306713 31753 5445 174464 48358 4819 1443 901 126106 26308 3868 22440 13893 2552 43539 13028 8547 5663 120443 30511 12873 155 2254 8312 2219
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 0 5 4 2 7 4 4 0 4 0 0 4 6 6 6 6 6 4 4 4 0 0 6 6 6
split_gain=8.69562e+12 6.68054e+13 2.08387e+14 2.86994e+14 2.65365e+14 4.80722e+14 2.533e+14 2.28307e+14 1.40812e+14 1.76407e+14 2.46219e+14 3.4686e+14 3.41737e+14 1.77558e+14 1.70864e+14 1.40033e+14 1.3578e+14 1.24231e+14 1.22273e+14 1.08877e+14 1.02731e+14 1.35212e+14 1.0171e+14 1.46668e+14 2.57915e+14 1.5106e+14 9.86112e+13 7.89638e+13 7.41532e+13 7.33101e+13
threshold=30.084656550000002 30.157841000000001 59.848366150000011 13.500000000000002 6.0000000000000009 59.864072000000007 2.5000000000000004 4.5000000000000009 3338.0000000000005 6.0000000000000009 8.5000000000000018 5.5000000000000009 59.764576050000009 11.500000000000002 59.825842200000004 58.603553700000006 4.5000000000000009 36.905000000000008 59.505000000000003 82.905000000000015 94.02500000000002 77.565000000000012 14.500000000000002 5.5000000000000009 7.5000000000000009 59.856552950000008 59.856552950000008 59.505000000000003 82.905000000000015 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 8 5 6 -4 27 9 14 11 16 18 17 -2 -10 -11 -14 -12 -5 21 -19 23 25 -25 -6 -24 -7 -8 -17
right_child=1 -3 4 19 22 7 28 -9 15 10 12 -13 13 -15 -16 29 -18 20 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-1278.9655169156015 -52824.307301040499 -9.2021261228193598 55771.905244727866 -34499.263929181638 97987.256614507642 42986.342861636054 243293.57840485076 -25207.146170837288 -142814.06555397727 -132768.10767299109 132691.63839750746 -47871.329913803289 -49083.343600463872 -5816.4206090856487 -3633.9318859254245 18079.121533242913 98043.338799790945 83149.128974191321 451900.11250000005 -118210.95975081198 -102327.87180989585 221241.14819779829 -34643.210335418786 -233304.16687155329 -29753.18718135668 -20841.741697924721 21119.645997614221 159400.90468379157 127568.96827947444 64988.141538102522
leaf_weight=52475 889 4005167 1347 1222 172 222 67 1054 44 28 21 761 64 405 3433 767 284 365 28 178 24 88 369 68 736 283 2256 79 319 589
leaf_count=52475 889 4005167 1347 1222 172 222 67 1054 44 28 21 761 64 405 3433 767 284 365 28 178 24 88 369 68 736 283 2256 79 319 589
internal_value=0 16.6894 6432.98 -3457.3 19469.6 41349.5 76237.7 -3271.36 4034.28 -2258.82 21761.2 -11466.2 57593.5 44255.6 -13752 32757.8 77329.5 81740.2 315096 -45142.6 99293 109975 2073.93 -21292.6 -46968.9 24078.2 13281 73540.3 147656 38454.8
internal_weight=0 4.02133e+06 16162 9190 6972 3088 1733 1355 7790 6390 2068 1073 995 946 4322 1400 312 541 49 1400 477 453 3884 1259 804 455 2625 301 386 1356
internal_count=4073804 4021329 16162 9190 6972 3088 1733 1355 7790 6390 2068 1073 995 946 4322 1400 312 541 49 1400 477 453 3884 1259 804 455 2625 301 386 1356
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=4 1 1 1 1 0 0 0 0 6 1 0 6 0 4 7 0 6 1 0 5 3 4 1 5 4 1 1 0 1
split_gain=8.81118e+12 4.90899e+13 3.29098e+14 1.1264e+14 1.44491e+14 3.35702e+14 2.0889e+14 2.0278e+14 1.43459e+14 1.53797e+14 1.19522e+14 1.94342e+14 1.98554e+14 1.91088e+14 3.24729e+14 2.06817e+14 2.82994e+14 6.04962e+14 4.03762e+14 3.9207e+14 3.49424e+14 2.5255e+14 2.19876e+14 2.19801e+14 1.96459e+14 1.95412e+14 1.80297e+14 1.77788e+14 1.75226e+14 2.5859e+14
threshold=19.500000000000004 30.410676000000006 30.389265100000003 37.331232350000008 37.318079750000003 55.82518790000001 55.743464250000009 55.685785750000008 59.764576050000009 63.005000000000003 37.543519500000009 55.710673100000008 89.00500000000001 55.749683450000006 20.500000000000004 6.0000000000000009 55.840017500000009 58.305000000000007 37.534144550000008 55.850146250000009 1.5000000000000002 19.500000000000004 27.500000000000004 37.517483500000004 1.5000000000000002 24.500000000000004 37.488790500000007 37.517483500000004 55.840017500000009 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 11 12 -5 14 26 28 17 18 20 -18 21 -17 -23 -19 -20 -21 -13 -16 -15 -30
right_child=1 3 -4 10 5 -7 8 -9 -10 -11 -12 13 -14 15 27 16 19 23 24 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=53.395886325946009 977.29038086136541 11032.671198102003 45481.524825629203 -1582.7121881198332 -34556.229817276959 86439.353553328983 -9170.3111388755788 105970.86246834449 -2819.8865720870695 -37127.134397472299 -941.67094673486997 -8064.3705163043478 -47717.57083550933 32879.63470654899 26335.005555510983 -36399.94814044833 81885.863158454522 9343.2163471687472 19363.089390055338 19552.915918600396 -75025.542183543774 69556.269968656445 -35190.435713095292 81759.880771286436 301232.65968137252 -7071.0917268684198 221835.32511689156 -185774.69935546877 -16223.638318689515 22926.202245999699
leaf_weight=3599339 63825 4818 1706 17626 3042 248 7745 236 33498 2638 303734 46 985 4279 3271 2341 707 2196 48 5073 1768 501 334 518 51 6038 132 40 2819 4202
leaf_count=3599339 63825 4818 1706 17626 3042 248 7745 236 33498 2638 303734 46 985 4279 3271 2341 707 2196 48 5073 1768 501 334 518 51 6038 132 40 2819 4202
internal_value=0 -405.067 2135.89 -812.251 -5149.73 -25435.6 -3785.87 15465.9 -6003.19 -16273.3 -177.21 4205.85 -4024.43 8663.25 30846.1 6156.49 -61.9024 -14902.9 -35389.9 9679.3 -39393.9 -19558.6 27657.6 23164.8 164569 5084.75 162423 23772.5 16928.6 7207.16
internal_weight=0 474465 65531 408934 52225 3290 48935 5054 43881 10383 356709 52975 18611 34364 3489 30875 19575 7757 5043 11818 4944 3176 835 2714 99 11111 178 3311 11300 7021
internal_count=4073804 474465 65531 408934 52225 3290 48935 5054 43881 10383 356709 52975 18611 34364 3489 30875 19575 7757 5043 11818 4944 3176 835 2714 99 11111 178 3311 11300 7021
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 4 0 0 4 1 1 1 4 6 0 6 4 6 4 0 0 0 0 0 0 6 0 4 0 6
split_gain=9.18195e+12 7.07948e+13 1.19347e+14 1.35918e+14 1.62542e+14 1.02041e+14 8.16629e+13 1.04313e+14 2.44509e+14 1.89313e+14 2.19469e+14 1.06073e+14 8.05089e+13 6.21543e+13 7.06745e+13 6.4146e+13 6.20195e+13 6.02723e+13 5.94538e+13 7.85297e+13 1.91536e+14 1.78301e+14 1.97075e+14 1.13983e+14 1.50087e+14 1.11625e+14 8.26587e+13 7.65403e+13 7.61699e+13 7.5531e+13
threshold=25.500000000000004 55.749683450000006 55.768246800000007 28.500000000000004 33.500000000000007 27.500000000000004 55.721784200000009 55.710673100000008 29.500000000000004 37.46219940000001 37.503969450000007 37.649344350000007 27.500000000000004 58.755000000000003 55.737027400000009 79.710000000000022 26.500000000000004 51.405000000000008 34.500000000000007 59.905532300000012 59.898927250000007 59.864072000000007 59.838047850000002 60.002985000000002 60.028671700000011 55.805000000000007 60.01610465000001 26.500000000000004 59.939085000000013 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 6 3 5 -5 16 7 -2 9 12 -11 -12 -9 -8 -15 -16 -3 -7 19 20 21 22 -4 28 26 -24 -25 -23 -21 -30
right_child=1 2 18 4 -6 17 13 8 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 23 -22 27 25 24 -26 -27 -28 -29 29 -31
leaf_value=-19.697411943217247 -2082.2405083609656 46864.849400888015 4298.3586418802552 -20730.120334429233 51618.369757788525 38402.893605957033 -6271.6438201203819 -46991.928729538689 -838.65224091391178 414623.12916666665 -61184.724826388891 157860.64024678216 74574.989188823078 -53796.075293758418 -24689.500309513503 47813.378072614862 -2115.1348242187501 136242.83417968752 -10850.861912772232 -8892.1046110436564 41077.927914434898 -25053.066936224033 27678.007190174663 474.45263271047111 -2410.5886394129898 120819.64183579193 98666.169904641545 -97710.4674180328 -35916.229469221173 -119374.36068220966
leaf_weight=4004864 23098 858 23579 1012 448 100 2614 84 1011 30 27 122 155 742 636 151 370 170 3141 1151 1479 698 314 134 5308 218 238 183 742 127
leaf_count=4004864 23098 858 23579 1012 448 100 2614 84 1011 30 27 122 155 742 636 151 370 170 3141 1151 1479 698 314 134 5308 218 238 183 742 127
internal_value=0 1144.26 3848.15 23182.9 1469.96 44345.1 -2653.63 -460.144 25759 90089.7 167853 118168 31848.5 -15639.3 -31654.3 -10778.5 32107 100006 2315.33 3525.57 6111.09 4041.79 5656.36 -5362.92 1892.73 65845.1 63296 -40145.4 -25764.9 -48113.2
internal_weight=0 68940 40270 2958 1460 1498 28670 24527 1429 418 179 149 239 4143 1529 787 1228 270 37312 34171 26471 24992 24111 7700 5680 532 372 881 2020 869
internal_count=4073804 68940 40270 2958 1460 1498 28670 24527 1429 418 179 149 239 4143 1529 787 1228 270 37312 34171 26471 24992 24111 7700 5680 532 372 881 2020 869
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=2 6 1 0 4 1 1 0 0 1 4 0 0 5 0 7 0 6 0 1 0 1 6 0 1 6 5 1 0 7
split_gain=9.59546e+12 6.00397e+13 1.57207e+14 1.00585e+14 2.15257e+14 2.13075e+14 3.83597e+14 2.74752e+14 3.72431e+14 5.32571e+14 3.03601e+14 2.84186e+14 2.69251e+14 2.59937e+14 2.9475e+14 2.53987e+14 2.0406e+14 1.98647e+14 1.8712e+14 3.21028e+14 7.08624e+14 4.31168e+14 5.22795e+14 4.31012e+14 1.5464e+15 6.39806e+14 1.50755e+15 2.65386e+14 4.84394e+14 4.92243e+14
threshold=36.000000000000007 36.905000000000008 37.374856000000008 55.633951400000008 3.5000000000000004 37.425454150000007 37.442254400000003 55.60524465000001 55.622114900000007 37.401708450000008 9.5000000000000018 55.520061350000013 55.595177750000005 1.5000000000000002 55.622114900000007 6.0000000000000009 55.462387050000011 90.045000000000016 55.710673100000008 37.46219940000001 55.676890650000011 37.586700500000006 45.605000000000011 55.702806750000008 37.488790500000007 68.515000000000015 2.5000000000000004 37.401708450000008 55.649510000000014 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 9 -9 -10 16 -7 15 -15 -8 -3 -18 19 20 27 22 -21 -24 25 -25 -27 -6 -29 -30
right_child=-2 3 -4 4 18 6 13 8 10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-18370.168288706944 42.520059075198361 -17274.351916675732 4388.63642414281 -63904.750878475665 1966.6558370957662 59180.928656213466 -27618.928306401474 -8907.6995700257448 124142.71995088586 106465.3744852278 8994.5051428601128 -16134.641996801547 -40716.987346435162 3534.2560397947077 41607.644833798346 1894.5381718705084 34091.129067855451 166984.33887044271 -167.38967383555212 -20728.2128152964 -113053.50438900691 -9813.9982084209969 32634.552445361755 -172254.10197023267 82697.375084496904 -1124914.9413461538 -58060.660568576393 -132794.02615864843 18729.510692151587 -57012.794282479532
leaf_weight=3268 3783399 817 42586 567 4163 294 5260 613 239 1152 5459 4610 3278 31852 2172 6543 1795 120 128961 3253 822 30693 7525 137 282 26 27 443 1607 1841
leaf_count=3268 3783399 817 42586 567 4163 294 5260 613 239 1152 5459 4610 3278 31852 2172 6543 1795 120 128961 3253 822 30693 7525 137 282 26 27 443 1607 1841
internal_value=0 -553.952 2766.62 -1176.57 -2386.63 2222.46 -931.31 12745.5 26257.4 66395.3 13824.3 -989.124 -32494.7 1528.91 5964.76 -11258.1 24567.6 42418.6 -2192.61 -7331.93 -24609.4 -3675.67 13071.3 26820.2 -65876.2 -286391 -581423 -15582.7 -34358.8 -21711.8
internal_weight=0 290405 45854 244551 180347 64204 49399 14805 7463 1765 5698 7342 3572 45827 34024 11803 2732 1915 179780 50819 8876 41943 11250 7997 472 190 53 8054 3891 3448
internal_count=4073804 290405 45854 244551 180347 64204 49399 14805 7463 1765 5698 7342 3572 45827 34024 11803 2732 1915 179780 50819 8876 41943 11250 7997 472 190 53 8054 3891 3448
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=3 0 0 4 6 3 6 6 1 3 4 4 0 6 0 0 6 0 6 0 6 1 6 6 0 0 0 0 3 6
split_gain=9.00647e+12 2.3763e+13 2.55941e+13 2.80641e+13 2.13828e+13 2.57645e+13 2.096e+13 2.0303e+13 1.73868e+13 3.1602e+13 1.90697e+13 3.01553e+13 4.512e+13 5.96156e+13 2.94043e+13 2.17614e+13 1.95142e+13 4.11922e+13 2.01187e+13 1.84735e+13 1.72667e+13 3.28879e+13 4.77495e+13 1.81503e+13 1.61274e+13 1.97384e+13 3.81859e+13 2.59779e+13 2.15619e+13 2.14599e+13
threshold=27.500000000000004 55.539595350000006 54.707511300000007 31.500000000000004 122.65000000000002 35.500000000000007 116.05000000000001 73.41500000000002 37.517483500000004 28.500000000000004 30.500000000000004 32.500000000000007 55.801384500000005 85.020000000000024 55.858844800000007 56.760749800000006 56.505000000000003 55.897267000000006 57.005000000000003 56.802121050000004 43.905000000000008 37.534144550000008 45.995000000000012 49.895000000000003 55.667390500000003 55.749683450000006 55.858844800000007 55.840017500000009 34.500000000000007 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 3 -2 6 -6 8 -4 9 -3 -10 12 13 -12 -14 -16 19 18 -18 20 -13 23 -23 -22 -11 28 27 -27 29 -26
right_child=1 4 7 -5 5 -7 -8 -9 10 24 11 16 14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-5.500277462318099 66621.9921875 -14306.55890582541 38569.70273546817 -90188.426124999998 -76715.627803308817 40324.247836538467 103478.36631324406 131682.61384548611 21870.468836191081 92570.853377016145 -64222.76651496764 8332.8734784591306 42924.556060606061 25639.575100676549 -104835.9833984375 -5751.9176013604529 -79159.75476017443 41886.320328877133 -9490.0959045144555 -18039.136672165328 45362.894218750007 155132.59896875001 10605.133774798105 174350.24150390626 -5696.4601455652919 34101.222298638349 -4604.0670383327615 93479.889073253828 101365.56287286933 81788.029635416679
leaf_weight=4068237 21 322 67 25 68 26 21 36 362 31 309 847 132 97 24 290 43 161 1149 185 20 25 267 24 429 247 182 105 22 30
leaf_count=4068237 21 322 67 25 68 26 21 36 362 31 309 847 132 97 24 290 43 161 1149 185 20 25 267 24 429 247 182 105 22 30
internal_value=0 4019.48 43416.7 -18601.1 2936.02 -44342.9 3770.77 71114 3375.93 13087.2 -0.204271 -2216.04 -18633.7 -42753.2 3322.69 -13325.2 2924.65 -5590.76 -12003.3 11346.7 15942.1 35123.7 22979.1 115720 21520.1 19350.1 32585.1 51813.6 4656.76 21.4804
internal_weight=0 5567 149 46 5418 94 5324 103 5303 1368 3935 3573 852 406 446 314 2721 1353 1192 1368 1183 336 292 44 1046 1015 534 352 481 459
internal_count=4073804 5567 149 46 5418 94 5324 103 5303 1368 3935 3573 852 406 446 314 2721 1353 1192 1368 1183 336 292 44 1046 1015 534 352 481 459
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=4 0 4 1 3 6 3 6 6 1 3 6 5 6 4 1 1 0 0 4 4 1 1 0 0 4 1 1 1 4
split_gain=9.32552e+12 1.79002e+13 2.58559e+13 2.47241e+13 2.37393e+13 1.48314e+13 1.34784e+13 2.59514e+13 1.29824e+13 1.296e+13 1.15206e+13 1.57558e+13 9.22119e+12 1.63957e+13 8.9348e+12 6.39625e+13 6.28912e+13 4.5992e+13 9.45843e+13 1.09811e+14 1.41968e+14 8.86643e+13 9.01976e+13 7.44471e+13 7.90463e+13 1.96734e+14 1.53487e+14 1.77819e+14 8.58352e+13 7.01635e+13
threshold=37.500000000000007 55.834019500000004 38.500000000000007 37.618684050000006 23.500000000000004 80.030000000000015 10.500000000000002 54.990000000000002 57.715000000000011 37.768783500000005 29.500000000000004 84.810000000000016 1.5000000000000002 82.00500000000001 25.500000000000004 82.965501500000016 82.95992385000001 55.749683450000006 55.768246800000007 28.500000000000004 33.500000000000007 37.702956500000006 37.843405600000004 55.721784200000009 55.710673100000008 29.500000000000004 37.46219940000001 37.503969450000007 37.649344350000007 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=14 2 3 8 6 9 7 -3 -2 -4 -6 -12 -7 -14 -1 16 17 23 19 21 -21 -19 -23 24 29 26 -26 -28 -29 -16
right_child=1 4 5 -5 10 12 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-16.345536097023889 -63863.39149088542 61281.136991279076 -7773.4566928911809 15138.440534741951 -73384.878501674102 87436.299255952385 83958.461293247776 -74339.60866815476 -155218.72351190477 -44960.277535775997 46973.656953124999 -59572.083941915764 76989.470413773146 -18160.492588778408 -1976.5222768458029 -15474.950790900042 55963.984816974764 17606.345924364337 2315.0833510511866 -18201.604755012606 56569.361963322735 91084.79369094719 12838.139748478381 -14042.614189143893 28593.111870750523 -539.99327307974943 373178.10333333333 -55006.80844907408 142037.55706807121 35136.844045862963
leaf_weight=4004864 60 43 948 33 28 21 56 21 21 104 35 23 27 55 19575 2239 213 815 36501 1012 339 468 215 4137 239 1010 30 27 122 523
leaf_count=4004864 60 43 948 33 28 21 56 21 21 104 35 23 27 55 19575 2239 213 815 36501 1012 339 468 215 4137 239 1010 30 27 122 523
internal_value=0 -7949.9 -12388.4 -57823.1 19392.1 -7903.94 48130.3 16780.6 -87548.1 -11449.7 -20707.6 4722.76 28311.2 13169.4 2.87946 1144.12 1714.6 1536.86 3684.8 21233.4 560.318 39877.9 66453.7 -1756.66 604.536 23338.3 81034.7 151054 106332 -1010.74
internal_weight=0 1475 1269 114 206 1155 120 64 81 1052 86 58 103 82 4.07233e+06 67465 65226 65013 39350 2849 1351 1498 683 25663 21526 1428 418 179 149 20098
internal_count=4073804 1475 1269 114 206 1155 120 64 81 1052 86 58 103 82 4072329 67465 65226 65013 39350 2849 1351 1498 683 25663 21526 1428 418 179 149 20098
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=0 3 6 3 0 3 6 0 6 0 1 6 5 4 6 6 6 6 0 1 6 1 2 6 1 4 0 1 1 0
split_gain=8.67314e+12 5.24e+13 6.95583e+13 1.08e+14 5.24186e+13 4.97076e+13 5.53564e+13 4.79346e+13 5.14491e+13 4.73973e+13 1.07295e+14 3.12803e+14 1.61581e+14 9.58488e+13 7.3153e+13 8.36682e+13 6.71009e+13 6.61723e+13 5.55633e+13 7.03032e+13 5.84622e+13 5.13597e+13 4.97305e+13 6.54085e+13 6.80903e+13 4.6714e+13 4.62068e+13 7.77584e+13 5.45234e+13 5.28371e+13
threshold=45.085557650000005 12.500000000000002 156.15000000000003 16.500000000000004 45.063245050000006 1.5000000000000002 30.025000000000002 45.090603300000005 103.03500000000001 43.6005307 40.965343750000009 88.00500000000001 2.5000000000000004 4.5000000000000009 108.05000000000001 100.05000000000001 43.905000000000008 51.015000000000008 44.990874950000006 38.893394150000006 78.010000000000005 39.763755750000009 2892.5000000000005 112.00500000000001 39.723160900000003 8.5000000000000018 45.082176650000008 39.038055050000004 39.105193450000009 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 11 13 -13 17 15 21 -15 -8 20 -20 -11 -14 23 -22 25 -25 28 -28 29 -21
right_child=7 2 3 4 -6 -7 9 -9 -10 18 -12 12 14 16 -16 -17 -18 -19 19 26 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-6850.2520962604021 -4787.7089310344945 3558.9561833662738 -81056.14489834338 17756.318178485577 -102234.89961890245 -391.12361516278594 24218.02563774295 -29.182833598546701 -59444.382618450298 250.1658086494125 3358.3882145498992 360619.17792338715 -31629.172714843753 30792.288607348863 28605.740405273438 301536.48816784279 -13100.492114575833 79861.321391262696 -34063.888427170539 7200.8580621823467 -41969.268270714085 164635.34226318361 3898.6494856770837 69353.258133865253 -118347.88344401043 -66227.26415070564 -24678.925522108813 30167.180222302817 -2742.3075552592036 20549.7720606275
leaf_weight=5402 16865 57854 249 325 41 383934 656 3557588 174 18290 6527 31 20 535 64 31 998 317 433 12441 954 40 630 141 30 31 1040 344 3926 3893
leaf_count=5402 16865 57854 249 325 41 383934 656 3557588 174 18290 6527 31 20 535 64 31 998 317 433 12441 954 40 630 141 30 31 1040 344 3926 3893
internal_value=0 390.46 3203.34 -30250.1 4314.68 17.2733 2779.06 -54.5256 -5345.86 3791.62 10286.7 27085.1 152207 17798.3 110524 168137 2217.6 42346.4 2371.12 5833.29 -1436.13 99213.8 -18705 -31023.7 20669.9 44917.2 6631.46 -11046.7 7839.08 10382.4
internal_weight=0 499177 58469 615 366 440708 56774 3.57463e+06 17039 51372 9219 2692 186 2506 155 91 1533 973 42153 22077 20076 60 1786 1156 202 172 21644 1384 20260 16334
internal_count=4073804 499177 58469 615 366 440708 56774 3574627 17039 51372 9219 2692 186 2506 155 91 1533 973 42153 22077 20076 60 1786 1156 202 172 21644 1384 20260 16334
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=6 3 7 0 0 1 0 1 4 3 0 3 4 0 4 4 0 6 0 3 3 5 0 3 1 0 5 1 1 1
split_gain=9.02871e+12 2.68426e+13 3.35111e+13 2.56353e+13 3.47563e+13 1.75204e+14 6.72623e+13 4.62904e+13 4.45555e+13 9.81175e+13 3.44096e+13 6.36681e+13 9.53513e+13 5.87737e+13 5.39247e+13 7.25552e+13 1.01263e+14 4.47315e+13 1.62512e+14 8.0976e+13 7.63523e+13 7.16525e+13 7.08877e+13 1.06048e+14 6.88344e+13 6.1242e+13 5.84664e+13 7.61187e+13 1.39379e+14 5.71175e+13
threshold=168.45000000000002 22.500000000000004 6.0000000000000009 59.963561900000009 60.753246850000004 30.323041000000003 60.028671700000011 30.226173900000003 4.5000000000000009 9.5000000000000018 55.759969450000007 12.500000000000002 23.500000000000004 55.81943720000001 8.5000000000000018 3.5000000000000004 55.840017500000009 189.00000000000003 56.520242650000007 2.5000000000000004 3.5000000000000004 3.5000000000000004 56.309668500000008 2.5000000000000004 47.800771000000005 57.14107305000001 4.5000000000000009 47.899251850000006 30.425503950000003 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 7 -7 -5 -9 -10 -2 14 13 -13 15 16 -12 18 22 24 29 -22 23 -17 -20 -23 27 28 -21 -19
right_child=1 2 -4 4 -6 6 -8 8 9 -11 11 12 -14 -15 -16 17 -18 20 19 26 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.3912226336587628 693.83508727002334 -58528.389065157309 28643.203475322425 -85466.355643347546 9353.5707616077761 -104679.27222782258 -327666.92343750002 151934.22519978843 -106496.94822443182 174200.94640625 178581.29694010419 258740.44186197917 -37733.935788143383 80403.799216847619 -9039.9234507415258 219922.67181783539 -34122.258717732264 33760.985111835187 194188.48657094594 2440.7046875000001 -17944.93508622517 31789.607184709825 209754.3528808594 30277.758653273813 20203.664923199154 123808.94314714568 27198.435856792355 -11583.585395833334 -361897.32087053574 -49774.368711998024
leaf_weight=4063787 6550 147 63 33 165 31 24 30 33 20 24 21 68 154 1003 41 332 130 37 21 129 168 64 105 59 127 121 75 21 221
leaf_count=4063787 6550 147 63 33 165 31 24 30 33 20 24 21 68 154 1003 41 332 130 37 21 129 168 64 105 59 127 121 75 21 221
internal_value=0 2998.54 -32376.9 3756.04 -23388.3 -54981.3 -201983 14717.7 54550 -573.214 4719.03 13745.1 62756.5 101804 9297.8 20278.5 -19782.7 31091.1 53071.5 9732.46 15662.3 44220.5 122001 83534.2 87260.3 71404.7 -21539.3 -71943.2 -179728 -18835.3
internal_weight=0 10017 210 9807 336 171 55 116 83 53 9471 2921 243 175 2678 1675 356 1319 544 334 775 424 210 146 96 295 238 117 42 351
internal_count=4073804 10017 210 9807 336 171 55 116 83 53 9471 2921 243 175 2678 1675 356 1319 544 334 775 424 210 146 96 295 238 117 42 351
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=6 5 1 6 5 1 1 1 6 1 6 1 2 1 0 1 2 0 0 0 1 1 3 4 1 1 6 0 2 0
split_gain=9.50186e+12 1.44236e+13 5.32868e+13 4.34256e+13 5.09882e+13 4.4696e+13 5.17314e+13 3.96766e+13 5.67888e+13 3.97594e+13 3.51703e+13 3.34927e+13 3.26481e+13 5.06501e+13 4.51354e+13 3.30229e+13 2.98566e+13 2.87556e+13 3.2546e+13 2.80402e+13 5.85386e+13 3.39336e+13 4.05002e+13 4.72592e+13 2.39623e+13 2.27006e+13 2.04852e+13 3.68073e+13 2.87256e+13 6.3781e+13
threshold=247.90000000000001 5.5000000000000009 39.712886600000012 134.05000000000004 7.5000000000000009 39.178027400000005 37.804148700000006 37.475446350000006 125.02000000000002 30.362494150000003 63.855000000000011 37.442254400000003 5873.0000000000009 30.370944000000005 59.848366150000011 36.593086150000012 2828.5000000000005 59.950512650000007 59.939085000000013 43.6005307 39.908802000000009 39.939672500000007 3.5000000000000004 4.5000000000000009 33.882313700000005 38.965413050000002 122.65000000000002 56.020150250000007 3191.5000000000005 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 9 -3 -6 12 13 17 15 -15 -4 18 -5 21 -21 -18 23 -23 -11 -8 -22 28 29 -28
right_child=-2 2 16 5 10 -7 25 -9 -10 24 -12 -13 -14 14 -16 -17 19 -19 -20 20 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.78830132673315889 5452.9898499443134 9546.6322044372555 34075.343448464911 36506.308726462339 1988.9309165396344 147235.46909722223 -97055.471307488217 9149.1115679390823 -178661.29727038872 -187687.17215909093 163739.67265625001 113135.60401785714 135256.20652173914 115898.20976562501 -120920.83125 -34907.014711084907 94609.221497844832 -13952.085463686344 138640.56107772436 -176721.876953125 -11397.616258263222 -65476.449220969458 -101963.87390434451 144251.59687500002 -36448.649355468748 21910.619157608697 -166589.34172794118 -110838.93865212431 20806.875415426592 39278.783362268521
leaf_weight=4069213 3193 64 57 156 41 27 53 79 41 22 20 42 23 20 45 53 29 81 39 36 130 22 41 21 20 23 34 89 63 27
leaf_count=4069213 3193 64 57 156 41 27 53 79 41 22 20 42 23 20 45 53 29 81 39 36 130 22 41 21 20 23 34 89 63 27
internal_value=0 -4.27734 -10160 5539.64 -26108.4 21701.5 15366.2 -48006.4 -78722.6 -40067 55022 28019.4 19446.5 12686 -42148.7 6409.49 -34438.6 36129.9 56933.2 -42376.2 -55411.7 1344.69 -30853.8 36948.9 -115669 -61052.6 -42679.4 -61771.6 -26553.8 -75467.4
internal_weight=0 4.07061e+06 1398 849 287 562 535 226 147 106 61 459 417 394 118 73 549 276 195 492 379 113 84 43 42 76 343 213 124 61
internal_count=4073804 4070611 1398 849 287 562 535 226 147 106 61 459 417 394 118 73 549 276 195 492 379 113 84 43 42 76 343 213 124 61
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=2 0 2 5 7 6 6 4 2 0 0 4 6 4 6 4 4 6 6 6 4 0 0 4 7 0 1 2 0 6
split_gain=8.64522e+12 9.50834e+13 1.26503e+14 5.31201e+13 4.70672e+13 3.55914e+13 3.12156e+13 2.9233e+13 2.66492e+13 5.01715e+13 6.60109e+13 2.55572e+13 2.54737e+13 2.33248e+13 3.16129e+13 3.95794e+13 2.3895e+13 2.30106e+13 1.97568e+13 4.22428e+13 2.01576e+13 1.91635e+13 1.88327e+13 1.85672e+13 2.64373e+13 1.8339e+13 1.82292e+13 1.82129e+13 1.40376e+14 6.94326e+13
threshold=11703.500000000002 44.046956350000009 13916.000000000002 2.5000000000000004 6.0000000000000009 58.995000000000012 71.715000000000018 10.500000000000002 11293.500000000002 45.00849250000001 44.601833250000006 10.500000000000002 128.05000000000004 13.500000000000002 104.01000000000001 8.5000000000000018 3.5000000000000004 130.05000000000004 189.00000000000003 116.05000000000001 2.5000000000000004 43.051287600000009 44.685196900000008 11.500000000000002 6.0000000000000009 43.687280500000007 39.105193450000009 10180.500000000002 56.520242650000007 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=8 2 5 23 6 -2 25 17 27 10 -10 12 -6 14 21 16 -16 -5 19 20 -7 -8 -12 -3 -25 -4 -24 -1 29 -29
right_child=1 3 4 7 11 18 13 -9 9 -11 22 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-12.444860494391968 -13203.155948877842 7621.0431330626425 -1396.0375446458347 32177.601346688505 16656.031339596702 20044.135619178185 -29942.364339701973 -45364.883586379721 -45795.712203104187 -20568.58300158006 26742.359632826418 103649.58864746094 -29545.992266702655 -110074.05567908655 71271.841101074227 77239.869256270569 -23196.233173351753 -36714.44900732422 25041.660591947119 -115323.14083678465 -44685.708572183619 1133.9091856060606 5253.332756524178 -76516.305316162106 15488.0650940942 17793.832684745252 -46946.429377790184 6639.1315405825926 -2083.7934917154248 37265.568914288568
leaf_weight=4042576 661 3417 4041 1598 1763 52 799 53 258 1799 421 32 128 26 32 76 164 50 39 83 643 264 1511 64 61 568 70 1403 9585 1567
leaf_count=4042576 661 3417 4041 1598 1763 52 799 53 258 1799 421 32 128 26 32 76 164 50 39 83 643 264 1511 64 61 568 70 1403 9585 1567
internal_value=0 2427.86 -3605.58 13211.6 1422.17 -30455.4 -2960.51 27736.5 -8.74084 -8107.44 1811.85 15028.3 13528.7 -16267.3 -14440.3 15980.7 -7772.87 30087.4 -44413.5 -47895.2 -39842.6 -22224.5 7947.09 6236.26 -31618.2 968.867 2942.15 -0.634408 3802.21 22797.9
internal_weight=0 14614 9371 5243 7893 1478 5970 1701 4.05919e+06 4059 2260 1923 1891 1361 1335 272 196 1648 817 778 695 1063 2002 3542 125 4609 1581 4.05513e+06 12555 2970
internal_count=4073804 14614 9371 5243 7893 1478 5970 1701 4059190 4059 2260 1923 1891 1361 1335 272 196 1648 817 778 695 1063 2002 3542 125 4609 1581 4055131 12555 2970
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=1 1 7 4 0 0 4 6 1 4 0 5 0 6 1 6 6 6 0 0 1 6 5 5 0 0 0 0 4 4
split_gain=8.54534e+12 6.03956e+13 1.15073e+14 2.05637e+14 1.46091e+14 2.49896e+14 3.8059e+14 1.56234e+14 1.32918e+14 1.71975e+14 2.32337e+14 1.28367e+14 1.20811e+14 1.49222e+14 1.13181e+14 1.81371e+14 1.11436e+14 1.11096e+14 1.15005e+14 1.14423e+14 2.75189e+14 1.2957e+14 1.11046e+14 1.10431e+14 2.18639e+14 1.18433e+14 1.08316e+14 1.07522e+14 3.07124e+14 3.29757e+14
threshold=30.303340300000002 30.345769800000003 6.0000000000000009 4.5000000000000009 59.905532300000012 59.950512650000007 5.5000000000000009 53.310000000000009 30.330566300000005 8.5000000000000018 59.982409200000006 2.5000000000000004 59.838047850000002 75.605000000000004 30.315889700000003 94.02500000000002 66.50500000000001 69.015000000000015 59.882709350000006 59.838047850000002 30.323041000000003 103.03500000000001 3.5000000000000004 1.5000000000000002 59.882709350000006 59.882709350000006 59.848366150000011 59.939085000000013 8.5000000000000018 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 7 6 -6 23 -7 16 -11 12 13 -9 15 -8 -10 -13 19 20 -19 -21 27 24 -2 -25 -23 -5 -29 -30
right_child=1 -3 3 22 5 8 14 11 9 10 -12 17 -14 -15 -16 -17 -18 18 -20 21 -22 26 -24 25 -26 -27 -28 28 29 -31
leaf_value=-708.20853203521301 4975.1850576761881 -25.781104546175126 -59644.753309321975 3348.4289862721034 12029.923125675918 16811.746038645979 -62812.992250217605 6752.7315126427629 -17547.426735353678 105996.88078271027 -771.47533430503063 -28569.784392377904 58742.808368057049 226536.52133789065 -18133.736453101144 49349.353159612343 -97585.790251176077 -149654.73221061865 -9542.8541163696464 82108.502222278592 37276.115793600111 167439.40381155303 42739.150123871106 -3965.974340872257 67757.511864569547 -74564.199494664819 -26845.498795720883 -85280.015238377309 11474.921760319681 -18966.800244437221
leaf_weight=163536 3449 3834081 582 26920 3193 9458 1647 892 462 214 4282 517 1825 32 1924 158 279 98 723 693 401 33 605 1880 661 272 220 488 6737 7542
leaf_count=163536 3449 3834081 582 26920 3193 9458 1647 892 462 214 4282 517 1825 32 1924 158 279 98 723 693 401 33 605 1880 661 272 220 488 6737 7542
internal_value=0 29.6188 2817.6 -608.156 7226.56 2355.48 -13310.3 16229.5 9734.74 -3046.3 4310.47 28636.4 43826.2 14364.3 -35008.1 -52994.9 -47683.3 13084.6 23017.9 39309.5 564.246 59747 204.275 5463.05 15072.3 -12889.2 -1503.99 -413.03 -7270.11 -4604.04
internal_weight=0 3.91027e+06 76187 42874 33313 21617 6922 11696 14695 5237 4496 5434 2749 924 3729 1805 741 2685 2168 1445 499 946 42292 6262 4110 2152 253 41687 14767 14279
internal_count=4073804 3910268 76187 42874 33313 21617 6922 11696 14695 5237 4496 5434 2749 924 3729 1805 741 2685 2168 1445 499 946 42292 6262 4110 2152 253 41687 14767 14279
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=6 6 3 2 3 3 5 0 1 1 6 6 6 1 6 1 1 2 0 1 1 5 1 6 0 6 0 4 1 4
split_gain=8.46694e+12 3.69904e+13 5.54352e+13 5.16456e+13 4.97681e+13 6.55922e+13 3.49534e+13 5.08569e+13 3.35249e+13 9.67606e+13 9.01451e+13 1.67074e+14 8.95835e+13 1.20647e+14 9.49743e+13 8.74116e+13 8.09439e+13 1.22951e+14 7.53095e+13 6.67248e+13 8.26726e+13 7.55955e+13 8.14209e+13 6.27975e+13 6.24425e+13 5.79032e+13 5.49436e+13 5.43892e+13 5.28674e+13 4.79762e+13
threshold=41.505000000000003 40.015000000000008 9.5000000000000018 9651.0000000000018 12.500000000000002 13.500000000000002 1.5000000000000002 44.685196900000008 63.728898350000001 82.956351500000011 39.005000000000003 39.355000000000011 33.585000000000008 83.025426800000005 38.605000000000011 60.770858000000011 60.516422150000004 4829.0000000000009 56.685611200000004 49.300375350000003 49.147669400000005 3.5000000000000004 52.061190950000004 34.010000000000012 56.791379400000004 30.425000000000001 57.15297970000001 27.500000000000004 82.958608050000009 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 8 -3 6 -5 -6 -4 -8 15 25 12 -12 -11 14 28 16 17 19 -18 20 -1 -21 -23 -17 27 -10 -26 -20 -14 -30
right_child=-2 2 3 4 5 -7 7 -9 9 10 11 -13 13 -15 -16 23 18 -19 24 21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=281.5511421089231 -98.974554127453686 2896.5575969604988 111.65327366688575 -1593.7271552957559 -26646.919245895129 -3750.5795651612407 174609.33953125001 14001.648314561213 -254.2614759488261 -1287.6984599747561 -10101.103599252036 6306.8441370734608 -13228.994123584624 -145.9173063717767 -1512.0797020984105 -2146.5089275662444 -41948.732242010337 -3907.1958788220131 15007.322434761249 -2692.0611127445354 7044.5776765918772 275768.26233642577 21489.276281020222 -11144.487013531691 3443.511912762478 5298.5890664218323 -42870.426917116616 -36160.26831202997 -4091.1220576608112 15901.871248648938
leaf_weight=647621 2768799 106722 26352 7351 2360 2663 20 1388 26615 88937 21397 8741 728 31782 5966 22850 339 83236 7103 78527 18594 20 34 11742 23273 63782 259 214 1304 15085
leaf_count=647621 2768799 106722 26352 7351 2360 2663 20 1388 26615 88937 21397 8741 728 31782 5966 22850 339 83236 7103 78527 18594 20 34 11742 23273 63782 259 214 1304 15085
internal_value=0 209.992 1705.11 -1463.13 -6836.11 -14508.2 931.872 16283 20.408 1009.75 -369.516 -5342.27 672.672 3850.46 9352.91 -272.181 -73.7553 -262.125 4927.39 145.237 470.307 -2610.73 115667 -5200.81 5442.51 3663.7 2933.77 13510.8 13139.8 14311.1
internal_weight=0 1.305e+06 146856 40134 12374 5023 27760 1408 1.15815e+06 264337 173940 30138 143802 54865 23083 893812 859220 828032 31188 744796 666215 78581 54 34592 30849 90397 23532 7317 17117 16389
internal_count=4073804 1305005 146856 40134 12374 5023 27760 1408 1158149 264337 173940 30138 143802 54865 23083 893812 859220 828032 31188 744796 666215 78581 54 34592 30849 90397 23532 7317 17117 16389
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=0 1 0 4 6 1 4 6 0 7 4 1 1 2 6 6 0 3 6 6 6 6 6 1 6 6 1 6 6 4
split_gain=9.33669e+12 2.56513e+13 2.58226e+13 4.9407e+13 4.44485e+13 5.6515e+13 8.31757e+13 1.03335e+14 6.89052e+13 4.34802e+13 9.09009e+13 3.07447e+13 4.23503e+13 7.64145e+13 3.95081e+13 3.46011e+13 2.92862e+13 2.9043e+13 3.51448e+13 8.12425e+13 4.58432e+13 1.291e+14 3.08569e+13 2.73536e+13 3.44983e+13 8.17653e+13 3.22404e+13 2.88361e+13 4.73502e+13 2.74019e+13
threshold=60.753246850000004 30.509101000000005 61.78914120000001 5.5000000000000009 72.020000000000024 53.67029225000001 7.5000000000000009 97.020000000000024 63.565651350000003 6.0000000000000009 14.500000000000002 30.624707450000006 33.882313700000005 14143.500000000002 79.710000000000022 69.605000000000004 63.565651350000003 2.5000000000000004 78.010000000000005 79.015000000000015 90.045000000000016 92.02500000000002 85.020000000000024 34.382014200000008 66.990000000000023 67.00500000000001 49.692247900000005 69.605000000000004 64.805000000000021 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 9 11 23 6 7 8 -6 -3 -11 14 13 15 -4 -13 17 -7 -19 -20 22 -22 -21 24 29 -26 27 28 -25 -5
right_child=1 2 3 4 5 16 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-17.982488036643343 -20079.663679939971 5021.7570647035209 38528.640837751118 -13177.98987904173 372910.74088541669 72579.005567530578 30640.524892797228 -11552.628968750001 113556.51140625001 -18293.065812873228 21630.427522212693 -51236.871099151722 -3368.5909551643631 10953.468683704905 -92674.380500000014 -153985.37360641893 -27300.961355894677 43869.126431467565 -145194.8097370427 13207.864202325996 -185034.65406249999 33664.419199454067 115772.0401899858 14050.054191098927 -170008.75875000001 -2613.1273493939134 504.43492308551225 -29322.467472816581 74190.489264001983 35563.686731228299
leaf_weight=4017125 557 24789 280 792 21 76 624 25 20 2175 773 287 17511 246 25 37 231 158 41 88 40 83 44 1677 45 83 5540 134 142 135
leaf_count=4017125 557 24789 280 792 21 76 624 25 20 2175 773 287 17511 246 25 37 231 158 41 88 40 83 44 1677 45 83 5540 134 142 135
internal_value=0 1274.51 1486.45 -633.96 5023.42 21206 41932.1 148688 246396 3656.39 -7824.66 -3710.66 -4241.76 -31066.5 27774.3 -62970.5 2413.72 15364.8 5787.13 -14540.4 6466.75 -37457.2 47395.9 2276.46 -12799.2 -61463.2 4399.09 15446.9 18744.9 -6079.69
internal_weight=0 56679 56122 28385 9999 1451 690 66 41 27737 2948 18386 18081 570 305 324 761 530 454 296 255 123 132 8548 1055 128 7493 1953 1819 927
internal_count=4073804 56679 56122 28385 9999 1451 690 66 41 27737 2948 18386 18081 570 305 324 761 530 454 296 255 123 132 8548 1055 128 7493 1953 1819 927
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 4 0 4 5 6 6 5 6 6 4 6 6 3 4 6 6 3 3 0 6 6 6 6 4 0
split_gain=8.75079e+12 8.85224e+13 5.83843e+13 6.19909e+13 6.24889e+13 5.6567e+13 1.14189e+14 1.56464e+14 1.58877e+14 1.18917e+14 1.56203e+14 1.47228e+14 8.92981e+13 1.57879e+14 7.57372e+13 7.77124e+13 7.19493e+13 6.85897e+13 6.77074e+13 8.63087e+13 1.18577e+14 1.07782e+14 8.04988e+13 1.00982e+14 6.76278e+13 5.98445e+13 5.9364e+13 9.00064e+13 5.62648e+13 7.10704e+13
threshold=20.507515800000004 54.932051950000009 54.943815050000005 8.5000000000000018 8.5000000000000018 9.5000000000000018 54.724612400000005 4.5000000000000009 2.5000000000000004 125.02000000000002 108.05000000000001 3.5000000000000004 81.02500000000002 85.020000000000024 3.5000000000000004 114.05000000000001 91.02500000000002 2.5000000000000004 12.500000000000002 114.05000000000001 110.01500000000001 3.5000000000000004 6.5000000000000009 54.724612400000005 55.405000000000008 76.00500000000001 156.15000000000003 108.05000000000001 8.5000000000000018 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 10 24 -12 25 -14 15 -8 -15 -18 19 20 -7 -22 -21 -24 -1 -9 27 -20 29 -10
right_child=-2 2 3 4 -6 18 14 8 28 -11 11 -13 13 16 -16 -17 17 -19 26 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8068.0957930384875 -10.360546398048843 66711.426242384929 -10672.632856445314 44702.130258390767 -47345.274035203314 24015.736784840396 -90847.804839409728 -10865.47368245367 -63522.815183542079 -86777.415905070768 227055.77849264705 -30365.261955492428 257080.1882467831 -128801.34598214287 15371.985718706655 85889.766733870973 -74827.030298913058 140929.31441441979 696.23300566821445 -136217.6187373992 326727.30700000003 38574.891203703701 50947.977174613407 -167709.6050925926 35012.639835686939 -99249.500570913471 90695.38935680651 -206693.61071428572 -67732.469573488634 6170.7803951190544
leaf_weight=700 4053548 277 515 662 83 1869 126 4294 274 106 68 33 34 28 2881 31 23 41 5986 62 25 27 97 27 760 78 73 21 741 314
leaf_count=700 4053548 277 515 662 83 1869 126 4294 274 106 68 33 34 28 2881 31 23 41 5986 62 25 27 97 27 760 78 73 21 741 314
internal_value=0 2073.31 25143.7 16005.4 34447.2 179.025 -4667.69 -11297.4 -19025.9 15717.6 22677.6 142948 -10050.3 72947.4 11686.1 -55950.6 4898.29 63391.9 6413.98 21862.1 28159.9 177110 -43181.2 3337.05 14357.5 -12442.3 1060.5 -28.7856 -49403.6 -26305.5
internal_weight=0 20256 1537 1260 745 18719 10532 7494 5827 1667 1561 101 4498 126 3038 157 92 64 8187 2107 1921 52 186 124 1460 4372 6080 6007 1329 588
internal_count=4073804 20256 1537 1260 745 18719 10532 7494 5827 1667 1561 101 4498 126 3038 157 92 64 8187 2107 1921 52 186 124 1460 4372 6080 6007 1329 588
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=4 1 1 7 4 1 1 0 0 0 2 6 4 4 0 5 7 4 2 1 0 0 0 6 4 1 0 1 1 1
split_gain=8.6694e+12 4.27251e+13 2.6457e+14 9.27691e+13 1.1085e+14 9.05958e+13 1.17127e+14 2.7105e+14 1.67014e+14 1.65059e+14 1.11548e+14 1.38583e+14 1.50142e+14 1.62127e+14 1.52047e+14 1.20939e+14 1.10255e+14 1.11282e+14 1.05904e+14 9.99375e+13 1.00236e+14 2.25366e+14 1.61636e+14 9.86772e+13 9.72762e+13 9.28919e+13 1.48725e+14 1.28759e+14 3.3379e+14 2.2495e+14
threshold=19.500000000000004 30.410676000000006 30.389265100000003 6.0000000000000009 23.500000000000004 37.331232350000008 37.318079750000003 55.82518790000001 55.743464250000009 55.685785750000008 3338.0000000000005 62.625000000000007 25.500000000000004 23.500000000000004 59.898927250000007 3.5000000000000004 6.0000000000000009 24.500000000000004 75.000000000000014 30.438492500000006 59.898927250000007 59.905532300000012 60.01610465000001 103.03500000000001 22.500000000000004 37.543519500000009 55.696737300000009 37.401708450000008 37.475446350000006 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 16 11 -10 13 15 -14 19 -3 24 -8 20 -13 -22 -23 -15 -18 26 -7 -28 -29 -30
right_child=1 5 3 -5 -6 25 7 -9 10 -11 -12 12 14 23 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=52.964521343964023 929.89836869653777 -6129.8646545810125 102895.65241071755 -11791.879720807758 36139.099299175556 -3781.0892973453224 34574.540317834522 77590.579712504739 -4610.516935487768 95424.77406828283 6030.9747099754095 -9043.3165401785718 -15106.487712585847 -36928.431161867513 64976.547444535296 79518.082842447911 13255.045416962472 10645.662519550378 -36429.751966284959 -19956.328628192136 249710.73906250001 -106448.03876953125 222266.64791666667 -125091.19526219224 86881.061684888031 -886.0837812517417 -2647.1129047418362 27528.599714674005 -8107.4413504678278 14587.449655397799
leaf_weight=3599339 63825 2289 321 280 1105 17849 227 248 29545 236 7119 175 612 3321 387 150 304 1787 2815 2307 60 52 21 132 438 303734 9318 8338 8758 8712
leaf_count=3599339 63825 2289 321 280 1105 17849 227 248 29545 236 7119 175 612 3321 387 150 304 1787 2815 2307 60 52 21 132 438 303734 9318 8338 8758 8712
internal_value=0 -401.794 1968.72 40833.2 51166.3 -781.665 -4671.63 -22935.8 -3443.69 13770.5 -5426.33 -7645.05 -20067.9 -25849.2 15916.7 -7804.4 9770.85 24162.6 -31131.3 -12813.3 40689.5 106127 -11886.3 -40298.7 56716.2 -212.145 3651.91 7428.93 11066.9 3210.13
internal_weight=0 474465 65531 1706 1426 408934 52225 3290 48935 5054 43881 36762 7217 6218 999 2765 4818 2529 3042 2615 308 133 73 3453 742 356709 52975 35126 25808 17470
internal_count=4073804 474465 65531 1706 1426 408934 52225 3290 48935 5054 43881 36762 7217 6218 999 2765 4818 2529 3042 2615 308 133 73 3453 742 356709 52975 35126 25808 17470
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=2 6 6 5 6 6 0 1 4 1 4 1 1 0 0 1 0 1 7 1 0 0 1 0 0 0 0 3 0 0
split_gain=1.00107e+13 5.67475e+13 1.00359e+14 8.91572e+13 8.80473e+13 8.99688e+13 1.09134e+14 2.2134e+14 2.53402e+14 1.29003e+14 1.19037e+14 1.63965e+14 2.25723e+14 1.65739e+14 3.59814e+14 5.37394e+14 1.36406e+14 1.24831e+14 2.39862e+14 1.403e+14 3.54418e+14 1.88387e+14 1.23397e+14 2.32766e+14 1.77146e+14 1.54899e+14 1.40575e+14 4.7969e+14 1.25858e+14 3.07965e+14
threshold=36.000000000000007 39.355000000000011 39.305000000000007 1.5000000000000002 50.995000000000012 54.710000000000008 55.910578700000009 37.331232350000008 4.5000000000000009 37.234509300000006 10.500000000000002 37.600779750000008 37.631035900000008 55.737027400000009 55.768246800000007 37.618684050000006 55.721784200000009 37.843405600000004 6.0000000000000009 37.780517050000007 55.702806750000008 55.812023600000011 37.488790500000007 55.82518790000001 55.883833400000007 55.520061350000013 55.81943720000001 1.5000000000000002 55.633951400000008 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -8 11 22 13 16 15 -15 -13 19 -19 -12 -21 -22 24 25 28 -24 -27 -28 -7 -30
right_child=-2 4 -4 -5 5 6 7 8 -10 -11 17 12 -14 14 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=812.86614923131128 43.430415232066849 -4427.6215119352273 198273.94903846155 14473.869788363862 5488.4395704965573 -1147.7394760996972 -4675.0174908369354 175901.23886217948 -86820.766108328244 208823.68964843752 1014.7837150756022 -23521.598903409093 -8882.0611823927848 -390320.27537878789 -14258.774149011859 -89280.072703740385 114830.70016526442 -1603.8838063123555 -57360.748809958808 -73229.091695501731 58737.096418438217 -55373.337919739904 -58304.53282475275 -34888.031404804118 99563.55105096726 16999.808411433769 439156.04508928576 22078.544525240388 -94030.946643464704 -10527.416504113979
leaf_weight=68070 3783399 65918 26 5138 24579 4427 1175 39 626 29 92557 825 9599 66 641 584 78 2857 1057 289 1427 161 267 1030 147 6063 35 130 567 1998
leaf_count=68070 3783399 65918 26 5138 24579 4427 1175 39 626 29 92557 825 9599 66 641 584 78 2857 1057 289 1427 161 267 1030 147 6063 35 130 567 1998
internal_value=0 -565.812 1841.41 1771.64 -1377.57 -48.3184 -1122.63 -25108 -71413 467.393 -763.445 -6717.84 -15496.3 -44434.4 -67421 -119847 -11570.9 838.372 -16661.4 1563.68 28630.5 47168 341.926 9276.88 -9076.13 16280.7 19478.2 110550 -11360.2 -28986.1
internal_weight=0 290405 73234 73208 217171 151253 126674 1869 665 1204 124805 26457 11793 2194 1291 650 903 98348 3914 94434 1877 1588 14664 7525 7139 6495 6228 165 6992 2565
internal_count=4073804 290405 73234 73208 217171 151253 126674 1869 665 1204 124805 26457 11793 2194 1291 650 903 98348 3914 94434 1877 1588 14664 7525 7139 6495 6228 165 6992 2565
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 1 4 1 7 1 0 4 5 4 0 4 0 7 4 1 1 1 1 1 0 4 6 6 6
split_gain=8.76203e+12 1.35936e+14 2.1355e+14 3.22197e+14 1.91604e+14 1.67755e+14 2.57094e+14 2.53551e+14 1.71985e+14 3.21074e+14 1.83268e+14 1.52541e+14 1.512e+14 1.58694e+14 1.46175e+14 1.3858e+14 2.5599e+14 2.4948e+14 2.03936e+14 4.42006e+14 3.74368e+14 5.4726e+14 5.52047e+14 4.92976e+14 4.91416e+14 3.7636e+14 2.78018e+14 2.26971e+14 1.98695e+14 1.90078e+14
threshold=55.81943720000001 55.783232450000007 63.855000000000011 49.195555600000006 49.111590500000005 49.111590500000005 49.147669400000005 20.500000000000004 37.234509300000006 6.0000000000000009 37.343102500000008 55.801384500000005 3.5000000000000004 1.5000000000000002 4.5000000000000009 55.753967500000009 13.500000000000002 55.737027400000009 6.0000000000000009 25.500000000000004 37.873748150000004 37.563506350000004 37.631035900000008 37.517483500000004 37.682335600000009 55.768246800000007 23.500000000000004 38.010000000000012 46.805000000000007 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 15 4 5 -3 8 7 12 9 14 -10 -8 -7 -14 -4 17 -17 -1 -18 20 21 23 26 25 -24 -20 28 -25 -23 -19
right_child=-2 2 3 -5 -6 6 11 -9 10 -11 -12 -13 13 -15 -16 16 18 29 19 -21 -22 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-62.69260534598498 -203.28677824908038 -2066.5547457194043 258138.75134154042 -18013.536368994657 9558.059648600738 253174.46055484694 24982.926233215574 -7014.2847085442336 -41363.944148653049 -24653.533750421539 12256.661513388059 -32585.29982367139 284921.9775892857 69371.868029345496 61343.582654809172 413.94242669001579 -3730.5279240123014 4348.6236352343321 216208.84628906252 22685.353722968659 -7288.4134843705806 -50940.795725299053 212346.14957386363 -148386.65665760869 -45119.386724770746 -84301.622199963866 -202618.92220641879 37565.070575739017 -128160.43741019229 21125.371762240888
leaf_weight=2465905 1394478 52416 99 3116 19437 49 2543 426 666 139 14852 562 35 1416 61 38788 12597 46285 44 1874 4195 594 77 69 1991 789 287 1348 759 7907
leaf_count=2465905 1394478 52416 99 3116 19437 49 2543 426 666 139 14852 562 35 1416 61 38788 12597 46285 44 1874 4195 594 77 69 1991 789 287 1348 759 7907
internal_value=0 105.802 3804.4 11979.1 1078.03 16461.9 32367.1 61069.7 11402.8 86524.6 9955.38 14563.2 80405.6 74571.2 183111 -31.3712 -4648.46 84.8064 -12622.8 -21936.5 -30172.7 -46285.3 -69893.8 -7378.56 -35532.9 -68428.3 -113222 28510.3 -94259.1 6796.47
internal_weight=0 2.67933e+06 95817 23964 71853 20848 5031 1926 15817 299 15518 3105 1500 1451 160 2.58351e+06 63412 2.5201e+06 24624 12027 10153 5958 3708 2250 2068 833 1640 1417 1353 54192
internal_count=4073804 2679326 95817 23964 71853 20848 5031 1926 15817 299 15518 3105 1500 1451 160 2583509 63412 2520097 24624 12027 10153 5958 3708 2250 2068 833 1640 1417 1353 54192
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 4 6 0 0 0 0 7 1 1 0 4 4 6 0 6 1 0 0 7 0 2 6 6 0 0
split_gain=9.13953e+12 3.77689e+13 1.5261e+14 2.08012e+14 2.17026e+14 2.43797e+14 2.45286e+14 1.65189e+14 2.35919e+14 1.58607e+14 1.55739e+14 1.37333e+14 2.33373e+14 1.34562e+14 1.88246e+14 1.27447e+14 1.25815e+14 1.23148e+14 1.16506e+14 1.18395e+14 1.01623e+14 3.21585e+14 2.27741e+14 2.51555e+14 1.97099e+14 1.43327e+14 2.44762e+14 1.34396e+14 1.22189e+14 1.01424e+14
threshold=451.00000000000006 37.131181300000009 55.554045200000012 55.749683450000006 17.500000000000004 8.5000000000000018 99.050000000000011 55.696737300000009 55.649510000000014 55.850146250000009 55.858844800000007 6.0000000000000009 36.865631950000008 37.234509300000006 56.520242650000007 13.500000000000002 5.5000000000000009 96.050000000000011 55.622114900000007 40.610000000000007 37.290808600000013 55.876067900000002 55.840017500000009 6.0000000000000009 55.462387050000011 75.000000000000014 78.605000000000004 63.855000000000011 55.972700350000004 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 15 11 17 12 -5 18 20 -7 -1 -11 -3 -20 21 22 24 -24 -15 27 28 -23 -27 -14
right_child=-2 13 3 9 -6 6 -8 -9 -10 10 -12 -13 29 14 -16 -17 -18 -19 19 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-486.16624689382843 -66.887076735148469 -9563.6207979110877 -5431.4515372029346 -40046.26447790346 35175.351508269618 -43400.048422871499 -175587.29146776575 -52289.438918488318 89521.862956054683 -38866.977399660173 -844.02740508531451 -761.80974489939308 150924.47873237423 -87977.170474961225 -41209.70411082467 12759.908758615777 26137.307436188308 -226180.10154138517 -1700.9726394909621 18999.38160290887 552.86907144719714 -808.54401180186176 -28439.364227491809 239197.42530864198 -2017.9535576034068 -28953.766410005141 -186568.25590897817 298664.33877840912 -98687.622091487166 61452.206107022139
leaf_weight=4655 3396489 2692 4321 201 705 1225 127 2419 200 683 14506 834 164 272 1092 603 2869 37 3840 9851 609658 47 62 81 13812 1345 126 22 309 557
leaf_count=4655 3396489 2692 4321 201 705 1225 127 2419 200 683 14506 834 164 272 1092 603 2869 37 3840 9851 609658 47 62 81 13812 1345 126 22 309 557
internal_value=0 335.414 -2907.48 -6466.3 -18231.8 -22464.7 -38555.8 -34642.4 -13592.9 184.759 -3097.22 28642.3 55239.9 507.368 273.533 -24874.6 9665.71 -48492.8 9454.06 13193.4 345.928 -7502.01 -2403.18 123159 -3678.06 -46734.6 -52216.2 94675.6 -41981.4 81803.7
internal_weight=0 677315 34106 26582 9600 8895 4574 4447 2028 16982 15226 1756 922 643209 626826 1828 7524 720 16383 13691 625734 16076 14227 143 14084 1849 1780 69 1654 721
internal_count=4073804 677315 34106 26582 9600 8895 4574 4447 2028 16982 15226 1756 922 643209 626826 1828 7524 720 16383 13691 625734 16076 14227 143 14084 1849 1780 69 1654 721
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 5 6 0 6 0 1 6 6 0 7 4 1 4 0 0 0 7 6 4 0 4 0 6 7 1 3 3 1 1
split_gain=9.22191e+12 5.45182e+13 5.13283e+13 1.18007e+14 2.04706e+14 1.00025e+14 1.99036e+14 2.31703e+14 2.28727e+14 1.90521e+14 1.96766e+14 2.10733e+14 2.20726e+14 3.0238e+14 1.86115e+14 6.01215e+14 3.772e+14 2.51231e+14 2.0608e+14 2.14107e+14 2.1086e+14 1.80739e+14 1.76871e+14 1.81922e+14 3.09189e+14 1.784e+14 2.8187e+14 2.31653e+14 1.73589e+14 4.18883e+14
threshold=36.000000000000007 6.5000000000000009 39.810000000000009 55.834019500000004 39.005000000000003 55.633951400000008 37.425454150000007 118.04500000000002 91.02500000000002 55.622114900000007 6.0000000000000009 21.500000000000004 37.503969450000007 12.500000000000002 55.728148450000006 55.660117850000006 55.768246800000007 6.0000000000000009 59.025000000000013 25.500000000000004 55.737027400000009 21.500000000000004 55.685785750000008 247.90000000000001 6.0000000000000009 37.649344350000007 7.5000000000000009 3.5000000000000004 37.702956500000006 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 14 28 -11 12 13 -12 15 -7 18 -18 -16 20 21 -20 -9 24 25 26 27 -24 29 -4
right_child=-2 -3 5 4 -6 6 7 22 -10 10 11 -13 -14 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-220.11903196288236 41.684197102602887 134256.272734375 670.56511180349105 6833.7716122243619 57371.726255791182 -5973.2722948279406 -1176.2364211203828 80234.707920258632 34398.728141484498 36118.192016800465 21254.967411938764 18439.262601148264 160291.13608478487 -70226.265054368458 675.48714665525677 -70303.181262360769 -8760.9044340222445 -52435.420016949138 -68372.017700195312 -20676.427817346776 115239.8276418239 88219.280998826202 -255250.0359256629 45176.311027151642 13878.168829571759 -104475.30244274401 -87313.7946343316 -639196.99104166671 19676.471676953588 -38358.114790994929
leaf_weight=62478 3783399 30 41922 13518 852 4074 138599 58 976 3130 601 3251 61 906 1463 2258 6058 1683 144 271 593 151 33 61 81 73 36 30 4071 2943
leaf_count=62478 3783399 30 41922 13518 852 4074 138599 58 976 3130 601 3251 61 906 1463 2258 6058 1683 144 271 593 151 33 61 81 73 36 30 4071 2943
internal_value=0 -543.062 -556.989 1659.21 9830.18 -1354.6 -2658.88 -1387.78 -12655.3 2236.96 16596.2 3916.38 -26194.5 -33743 -15406.1 -28913.4 -7152.82 -18256.3 25628.4 57126.4 80870.2 11781.5 -80203.4 -109838 -147214 -223076 -310530 -438082 -95.504 -1889.59
internal_weight=0 290405 290375 76848 14370 213527 156642 138971 17671 56885 7949 4819 1568 1507 16695 6332 10363 7741 2622 1159 888 295 372 314 253 172 99 63 48936 44865
internal_count=4073804 290405 290375 76848 14370 213527 156642 138971 17671 56885 7949 4819 1568 1507 16695 6332 10363 7741 2622 1159 888 295 372 314 253 172 99 63 48936 44865
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 1 6 5 3 0 6 0 6 0 1 5 6 5 0 1 0 0 0 1 1 1 2 0 6 0
split_gain=8.47872e+12 1.83555e+13 2.57308e+14 2.10618e+14 1.73394e+14 2.15763e+14 1.76512e+14 1.39479e+14 1.37686e+14 1.24635e+14 1.1504e+14 3.25418e+14 1.82032e+14 1.14021e+14 1.07158e+14 1.0628e+14 1.01321e+14 2.2938e+14 1.42439e+14 9.70329e+13 9.59698e+13 1.14199e+14 9.56991e+13 9.52803e+13 9.28004e+13 1.75388e+14 8.90268e+13 9.95551e+13 8.84865e+13 1.35509e+14
threshold=2.5000000000000004 4.5000000000000009 42.186961750000002 49.030112300000006 57.60122925000001 39.843340650000009 106.49500000000002 3.5000000000000004 1.5000000000000002 57.634352600000007 47.005000000000003 44.685196900000008 72.020000000000024 43.550475500000012 38.166910000000009 1.5000000000000002 71.030000000000015 2.5000000000000004 59.699368850000006 30.425503950000003 43.687280500000007 47.285193200000002 63.565651350000003 39.908802000000009 38.066230450000006 38.011626600000007 4137.5000000000009 57.670849000000011 78.010000000000005 43.550475500000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 26 9 -9 15 12 24 23 -15 -2 18 19 -6 -18 -16 -22 -19 -8 25 -12 27 -7 29 -14
right_child=1 -3 3 -5 5 7 13 8 -10 -11 11 -13 28 14 20 -17 17 22 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=857.37331016100006 764.15718584494346 31.14895411827214 -12922.155070266257 -2190.5088361624635 -7339.4233893556975 21427.214003644232 204781.87626953126 388571.87611607142 61392.828481702301 81380.705906250005 28763.730395826256 1634.5861369107622 222926.85208468969 -8932.3250896166264 1151.4675378945183 -8628.4768866724935 -58830.425172796757 4354.0673382341402 14687.301450912501 20552.516007587037 -81190.050187932939 -1961.1306640625 -163988.26686580884 5452.3496153846154 10634.193040823608 176105.41893335461 51417.054222092374 -41546.594175606348 43195.849117370373 71087.044168090826
leaf_weight=112167 42761 3715317 22925 90412 3932 3967 38 28 190 25 460 38127 72 1406 301 16772 971 4975 11588 183 794 236 34 65 3393 98 943 268 1036 320
leaf_count=112167 42761 3715317 22925 90412 3932 3967 38 28 190 25 460 38127 72 1406 301 16772 971 4975 11588 183 794 236 34 65 3393 98 943 268 1036 320
internal_value=0 -24.2751 -860.252 -4361.23 2123.52 9260.38 296.548 27104.4 101149 243670 974.409 4883.07 27908.7 -24297.1 -28184.1 -1881.99 4799.17 -6048.57 9106.82 -46242 -48520.8 -63036.6 3211.4 78991.4 16849.3 54640.9 23629.5 17442.1 58508 98976
internal_weight=0 3.96164e+06 246320 113337 132983 27104 105879 5421 243 53 103039 43506 5379 2840 2737 59533 21683 6163 15520 1154 1331 1030 5009 103 3951 558 5178 4235 1428 392
internal_count=4073804 3961637 246320 113337 132983 27104 105879 5421 243 53 103039 43506 5379 2840 2737 59533 21683 6163 15520 1154 1331 1030 5009 103 3951 558 5178 4235 1428 392
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=0 7 0 1 1 1 4 6 1 0 4 6 1 1 6 2 0 1 1 6 6 6 4 1 1 6 6 4 0 0
split_gain=8.73003e+12 6.4228e+13 1.06539e+14 1.39973e+14 3.23471e+14 3.20623e+14 2.79823e+14 2.78417e+14 2.41718e+14 1.98607e+14 1.67972e+14 1.64801e+14 1.54913e+14 1.55275e+14 1.34034e+14 1.32882e+14 1.23398e+14 1.09515e+14 2.3654e+14 1.57014e+14 1.5563e+14 1.12861e+14 1.10421e+14 1.0542e+14 9.99688e+13 1.46962e+14 2.16838e+14 1.8419e+14 2.65555e+14 1.03107e+14
threshold=54.94110555000001 6.0000000000000009 54.604289300000012 56.128886000000001 54.62357655000001 61.511492200000006 4.5000000000000009 71.715000000000018 52.419561900000012 54.810424650000009 10.500000000000002 77.010000000000005 56.02161850000001 55.90712030000001 63.005000000000003 2200.0000000000005 54.762682300000009 39.231261550000006 39.178027400000005 74.015000000000015 68.00500000000001 130.05000000000004 17.500000000000004 41.966773150000002 39.029038350000008 88.00500000000001 52.610000000000007 18.500000000000004 43.550475500000012 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 14 7 -7 -4 10 11 -6 13 -13 -5 17 -9 18 19 22 23 -20 -1 -19 -3 26 -26 28 -28 -29
right_child=-2 24 3 5 9 6 -8 16 -10 -11 -12 12 -14 -15 -16 -17 -18 20 21 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-242.65169228992968 -100.28220790187927 -1463.3697829683642 1341.5817508801347 -20005.680636480851 21579.736011307257 12659.547829877942 -1613.037365980596 -71305.316705433244 -44571.9257138346 -8355.0416148232616 7216.1575395940545 -10166.777148437501 -10447.735933556191 92639.34015025085 -70862.514288138074 -233.2329871432984 83458.636868083689 -14490.918841229417 12426.762105150339 -34773.038322569628 -47711.316329114357 125897.75657533796 -24707.919565307748 19920.069033258613 624.14889641764239 -7348.1682806759163 -4726.9243035583968 61299.916091147628 15504.308886701434 -589.09202538272314
leaf_weight=9083 2772653 68352 30786 3649 11922 5379 39955 55 1191 3214 8392 176 260 889 604 935933 814 8049 5797 2133 1298 89 2315 1001 83366 12403 7886 273 36598 19289
leaf_count=9083 2772653 68352 30786 3649 11922 5379 39955 55 1191 3214 8392 176 260 889 604 935933 814 8049 5797 2133 1298 89 2315 1001 83366 12403 7886 273 36598 19289
internal_value=0 213.694 -110.294 2879.26 6282.7 -954.125 1464.41 21144.2 -368.491 14840.4 18285.6 25298.1 58755.2 75649.8 -27228.2 -442.424 73663.4 -7020.25 -2592.1 -9871.68 -15329.2 14142.5 -5211.69 -10684.8 1737.29 3106.19 3985.8 8361.52 11917.8 274.608
internal_weight=0 1.30115e+06 1.07298e+06 107286 56830 50456 46203 6248 31977 24853 21639 13247 1325 1065 4253 965698 869 29765 19417 13531 10348 5886 11398 9050 228167 159815 147412 64046 44484 19562
internal_count=4073804 1301151 1072984 107286 56830 50456 46203 6248 31977 24853 21639 13247 1325 1065 4253 965698 869 29765 19417 13531 10348 5886 11398 9050 228167 159815 147412 64046 44484 19562
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=2 1 4 0 2 5 4 6 4 0 6 4 0 1 0 0 1 1 4 1 7 1 0 0 4 1 6 1 1 0
split_gain=8.93835e+12 3.64121e+13 7.67359e+13 4.31477e+13 3.86798e+13 9.58081e+13 1.42534e+14 1.22649e+14 1.11482e+14 1.26316e+14 1.78104e+14 1.52971e+14 9.89487e+13 9.38863e+13 8.89977e+13 1.9999e+14 4.04201e+14 2.05827e+14 7.32832e+14 1.66161e+14 1.74756e+14 2.45079e+14 6.66798e+14 1.70587e+14 2.0475e+14 1.61596e+14 1.60217e+14 1.58104e+14 1.48612e+14 3.80486e+14
threshold=451.00000000000006 39.079932600000006 13.500000000000002 55.633951400000008 75.000000000000014 2.5000000000000004 4.5000000000000009 78.010000000000005 18.500000000000004 55.676890650000011 75.605000000000004 27.500000000000004 55.749683450000006 38.657016300000002 55.702806750000008 55.676890650000011 37.343102500000008 37.858952300000006 11.500000000000002 37.858952300000006 6.0000000000000009 37.897576350000001 55.710673100000008 55.728148450000006 9.5000000000000018 37.131181300000009 49.010000000000012 37.331232350000008 38.109452700000006 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 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 14 13 -10 -11 -12 -13 -8 15 -6 27 18 26 23 -21 -22 -23 24 -16 -26 -18 -17 -24 -30
right_child=-2 2 -4 -5 5 6 8 -9 9 10 11 12 -14 -15 19 16 17 -19 -20 20 21 22 28 -25 25 -27 -28 -29 29 -31
leaf_value=-481.79482822022942 -66.146787582805501 -4182.2756829684913 140465.34641544119 -27715.242570257862 915.41549433881198 -8687.6244327490931 8588.9244508081374 -19112.154104219619 -18061.20627009746 24515.006282636947 -7428.4895822034268 -4552.171061297161 137495.21032274593 -5458.9984478803663 13117.884654826397 -9947.7174071209847 182213.8474561738 20505.80925485109 -5676.8628943027597 -2096.0453183238278 -38237.680575820807 94490.478360015375 -17911.726579322214 2715.62824735922 -84008.792982438579 -21979.806491131909 443380.04079545458 -160328.41974031692 143411.72286530308 -2521.8045548986793
leaf_weight=290405 3396489 2948 34 1059 111631 7878 54229 3244 3823 2841 7120 82 122 5215 1151 4567 41 11456 195 64571 3272 610 9579 87095 585 1489 55 71 199 1748
leaf_count=290405 3396489 2948 34 1059 111631 7878 54229 3244 3823 2841 7120 82 122 5215 1151 4567 41 11456 195 64571 3272 610 9579 87095 585 1489 55 71 199 1748
internal_value=0 331.702 -9132.39 -10401.7 388.506 1048.63 4095.05 227.213 5466.41 -2565.81 3261.92 -4982.21 80397.7 7356.51 437.517 2429.68 12746.4 22615.5 105669 -1060.02 -4379.45 -13948.6 -7400 1879.35 -20705.2 -39475.9 331840 -12249.8 -12792.4 12393.8
internal_weight=0 677315 4041 4007 673274 382869 81310 301559 73432 13988 10165 7324 204 59444 298315 128016 16385 11747 291 170299 79979 15408 12136 90320 3225 2074 96 4638 11526 1947
internal_count=4073804 677315 4041 4007 673274 382869 81310 301559 73432 13988 10165 7324 204 59444 298315 128016 16385 11747 291 170299 79979 15408 12136 90320 3225 2074 96 4638 11526 1947
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=2 2 2 6 1 0 4 0 1 0 0 1 4 4 6 1 6 0 6 1 1 4 4 6 0 1 0 7 4 4
split_gain=9.21669e+12 7.03589e+13 1.44586e+14 1.06795e+14 1.03528e+14 1.09808e+14 1.71916e+14 1.04156e+14 1.018e+14 9.65223e+13 1.8694e+14 1.151e+14 1.06769e+14 1.05912e+14 9.76117e+13 8.53572e+13 1.05524e+14 1.11117e+14 8.13539e+13 1.22714e+14 9.47277e+13 1.38348e+14 8.12049e+13 1.13371e+14 8.02317e+13 7.95295e+13 1.75683e+14 2.08116e+14 1.69379e+14 1.00485e+14
threshold=3338.0000000000005 4829.0000000000009 4556.0000000000009 79.710000000000022 65.593879100000024 55.972700350000004 10.500000000000002 56.105603650000006 28.601854300000003 57.125462300000009 57.100506200000005 65.64204770000002 15.500000000000002 19.500000000000004 90.045000000000016 86.169282750000022 86.030000000000015 56.986919400000012 36.605000000000011 30.452677500000004 30.084656550000002 7.5000000000000009 5.5000000000000009 142.05000000000004 57.205086850000008 65.534455000000023 57.174562350000009 6.0000000000000009 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 4 -4 8 6 -6 -7 -2 10 11 13 14 -9 -12 16 17 -13 -10 20 21 -20 -11 24 -24 -21 27 29 -29 -27
right_child=1 -3 3 -5 5 7 -8 9 18 22 12 15 -14 -15 -16 -17 -18 -19 19 25 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-125.21280297500317 -42797.484883609504 -112.13731163850225 12572.371601676654 56987.65055462029 -26824.445388767072 2392.0980986910708 36642.84461045952 15982.408413922822 -1552.8876972876283 12569.72634530233 -13878.47783501728 -42493.310762182933 -52422.666443985501 -29283.220310853183 -69753.326535826724 -4640.8840935500693 -120891.11579438607 5832.3757624320351 -9978.0312967099744 1338.6230936929114 19194.523264066429 31279.29110965677 2792.9867384055528 -240608.58875000002 -12772.722287806529 49398.744316075215 -8579.8728574308225 65431.958479616413 19232.031926951484 5490.1918522901569
leaf_weight=2406287 490 1385880 5296 603 3178 50784 493 4028 34019 4554 4688 1094 1068 593 335 10475 113 842 3089 91123 8648 1103 9999 20 4951 531 6345 993 3951 28231
leaf_count=2406287 490 1385880 5296 603 3178 50784 493 4028 34019 4554 4688 1094 1068 593 335 10475 113 842 3089 91123 8648 1103 9999 20 4951 531 6345 993 3951 28231
internal_value=0 180.687 1621.62 17112.5 1290.21 -1335.58 -18301.1 -669.799 2720.09 -4306.27 -8661.37 -3315.17 -23709.9 10173.6 -17605 -8292.14 -26958.3 -21475.6 2845.37 3884.33 13214.4 877.605 876.854 -2680.22 -2361.92 2971.05 6685.09 9558.66 28511.3 6300.83
internal_weight=0 1.66752e+06 281637 5899 275738 97215 3671 93544 178523 42760 23236 17145 6091 4621 5023 12524 2049 1936 178033 144014 12840 4192 19524 14970 14950 131174 40051 33706 4944 28762
internal_count=4073804 1667517 281637 5899 275738 97215 3671 93544 178523 42760 23236 17145 6091 4621 5023 12524 2049 1936 178033 144014 12840 4192 19524 14970 14950 131174 40051 33706 4944 28762
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 1 0 0 6 1 0 0 1 7 4 7 7 4 0 5 5 7 6 1 6 5 3 4 4 4
split_gain=9.65647e+12 1.1802e+14 1.17637e+14 1.14795e+14 1.09665e+14 2.59304e+14 4.48837e+14 3.92729e+14 2.62581e+14 1.78703e+14 2.98245e+14 1.77443e+14 2.75553e+14 5.34113e+14 2.31148e+14 1.69208e+14 1.49435e+14 2.76774e+14 2.16142e+14 1.30706e+14 1.28938e+14 1.28811e+14 2.08193e+14 1.22237e+14 1.53766e+14 1.11778e+14 1.1159e+14 1.32927e+14 4.8912e+14 1.10505e+14
threshold=56.888401950000009 2421.5000000000005 56.818587550000011 7457.0000000000009 60.605526900000008 60.590708550000009 56.83050475000001 56.838524800000009 112.00500000000001 60.620042600000012 56.838524800000009 56.850115550000005 60.571186450000006 6.0000000000000009 18.500000000000004 6.0000000000000009 6.0000000000000009 17.500000000000004 56.83050475000001 3.5000000000000004 2.5000000000000004 6.0000000000000009 64.805000000000021 60.307188350000011 79.710000000000022 2.5000000000000004 5.5000000000000009 11.500000000000002 10.500000000000002 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=2 -2 -1 4 5 11 26 20 21 10 16 12 -4 14 -14 -10 -6 18 -18 -17 -8 22 -9 -13 -25 -23 -7 28 -28 -12
right_child=1 -3 3 -5 9 6 7 8 15 -11 29 23 13 -15 -16 19 17 -19 -20 -21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-27.529036908263254 -13494.058832272218 -206.70255524266122 5320.567753307665 -84093.90219267775 59581.415363505672 27799.821943702031 -36561.917407420508 -7223.0349224869497 228677.684296875 5387.1427768266212 7112.9901713003101 3602.5168334618975 12930.050899702805 143080.1129493278 86860.597555510409 -142928.16045258622 145709.42515024039 64610.889028532605 549669.79351851856 189373.06156250002 -81517.186557057197 -7518.5744370337725 86747.313349659496 -5514.3890651821621 -47261.379785699792 -59371.871479258814 81523.446591481857 69144.879229352679 639918.3398809525 59007.273191985762
leaf_weight=3252351 6747 723245 18220 149 844 285 2140 764 80 21982 3186 22924 3399 403 483 29 26 92 27 20 909 1763 341 11164 958 544 62 175 21 471
leaf_count=3252351 6747 723245 18220 149 844 285 2140 764 80 21982 3186 22924 3399 403 483 29 26 92 27 20 909 1763 341 11164 958 544 62 175 21 471
internal_value=0 -329.512 71.9362 3608.92 3752.03 1528.51 -16455.9 -23656.4 -1003.77 9153.34 26972.6 3757.54 10686.7 33503.9 22128.5 139045 75693.1 169474 351501 -7295.01 -49964.5 -6298.68 21776 -692.089 -8813.65 -19745.8 70931.9 118578 222804 13796.7
internal_weight=0 729992 3.34381e+06 91461 91312 64684 7133 6590 3541 26628 4646 57551 22505 4285 3882 129 989 145 53 49 3049 3412 1105 35046 12122 2307 543 258 83 3657
internal_count=4073804 729992 3343812 91461 91312 64684 7133 6590 3541 26628 4646 57551 22505 4285 3882 129 989 145 53 49 3049 3412 1105 35046 12122 2307 543 258 83 3657
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 1 1 0 0 1 0 1 0 4 6 6 6 0 3 6 4 0 6 6 6 0 4 4 6 0
split_gain=9.46921e+12 6.26203e+13 7.557e+13 7.64732e+13 7.17683e+13 6.63705e+13 1.27026e+14 1.73805e+14 1.73038e+14 1.9179e+14 2.13683e+14 1.94029e+14 2.27623e+14 2.08559e+14 1.88889e+14 2.24398e+14 1.69945e+14 1.48911e+14 1.69685e+14 2.65702e+14 1.42433e+14 1.28412e+14 1.82104e+14 1.2413e+14 1.23458e+14 3.71732e+14 2.56302e+14 1.22292e+14 1.17247e+14 1.14997e+14
threshold=47.245981600000007 47.207933300000008 39.366401150000009 168.45000000000002 37.995000000000012 38.989878900000008 38.977585500000011 45.125532050000011 45.059854000000009 38.97264950000001 45.047736150000013 38.965413050000002 45.047736150000013 9.5000000000000018 122.65000000000002 102.04000000000001 52.990000000000002 45.047736150000013 14.500000000000002 89.00500000000001 5.5000000000000009 45.036141150000006 69.605000000000004 81.705000000000013 120.05000000000001 45.059854000000009 4.5000000000000009 9.5000000000000018 125.02000000000002 45.036141150000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 24 9 11 20 12 -1 -14 15 16 -13 18 -18 -20 -11 27 -23 -15 29 26 -26 -22 -16 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 14 13 23 28 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=159.4317506221366 -69.192033489286686 -11593.245710019817 -2366.9886283253522 80651.790709885827 5707.8333708116006 -697.05339284302283 -3617.2686418093758 -17697.047748135567 5112.9914966727747 -3196.7916311796234 32262.580055481667 -292.50320543619176 -4862.9642316686159 -26538.34388356455 302021.37303240743 -47131.860994076145 44023.661038020837 13044.942279159111 69033.787492332776 343076.43169531249 -70358.544170001274 -26100.996811615878 -76988.55690365679 -75398.23898354714 -177531.26413352275 -225757.45023193362 185834.19724313449 43691.316826520648 79744.971161511494 18891.337580751664
leaf_weight=106352 3378038 3255 14240 130 48480 419917 2994 1898 63217 3118 860 2653 6170 2830 27 566 1500 1750 121 50 123 3818 862 637 22 32 165 399 196 9384
leaf_count=106352 3378038 3255 14240 130 48480 419917 2994 1898 63217 3118 860 2653 6170 2830 27 566 1500 1750 121 50 123 3818 862 637 22 32 165 399 196 9384
internal_value=0 335.937 3263.88 4033.33 3874.52 28.5467 1481.23 10513.3 810.705 -1249.23 -15191.8 -207.386 -1174.08 -15890.5 16130.4 13090.1 18701.9 33432.1 54783 149163 -20096.9 -30226.6 -35473.9 -35515.5 14763.7 89190.5 143085 16817.5 106657 13446.9
internal_weight=0 695766 66105 62850 62720 629661 209744 14495 195249 132032 9180 122852 115989 9637 6863 6640 6074 3421 1671 171 8320 5202 4680 3467 12597 219 187 522 223 12378
internal_count=4073804 695766 66105 62850 62720 629661 209744 14495 195249 132032 9180 122852 115989 9637 6863 6640 6074 3421 1671 171 8320 5202 4680 3467 12597 219 187 522 223 12378
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=6 6 1 4 3 1 6 1 1 1 4 4 1 4 6 4 0 0 1 1 4 0 1 6 6 4 4 1 6 4
split_gain=9.97845e+12 3.47162e+13 3.94858e+13 4.52088e+13 1.1054e+14 1.87538e+14 8.20452e+13 3.79284e+13 5.32739e+13 5.14873e+13 4.23651e+13 4.27737e+13 3.67979e+13 4.69748e+13 5.4534e+13 4.51376e+13 3.66781e+13 1.16903e+14 1.10458e+14 2.16933e+14 2.51054e+14 1.66521e+14 1.63299e+14 1.64643e+14 1.82276e+14 1.41872e+14 1.80736e+14 2.48367e+14 1.39402e+14 1.54333e+14
threshold=42.005000000000003 44.010000000000012 37.957884500000006 24.500000000000004 4.5000000000000009 82.956351500000011 43.010000000000012 82.648284550000014 72.839788400000018 83.011163250000024 5.5000000000000009 8.5000000000000018 56.805602900000004 9.5000000000000018 43.205000000000005 14.500000000000002 45.053967500000006 45.015054600000006 38.977585500000011 38.97264950000001 14.500000000000002 45.029425500000009 38.965413050000002 120.05000000000001 102.04000000000001 19.500000000000004 12.500000000000002 38.989878900000008 97.020000000000024 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 7 5 -5 -7 8 10 -9 -4 -12 13 -13 -15 -14 17 -3 19 22 -21 -22 -19 24 28 26 -20 -28 -24 -30
right_child=1 16 3 4 -6 6 -8 9 -10 -11 11 12 15 14 -16 -17 -18 18 25 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=216.61580974312881 1096.625521785654 -153.61338044610184 -573.64747284038162 -4379.7411483890755 -3728.0180401493726 -99865.387271689498 13978.250415698902 3245.8373875051475 -20218.050053129151 -3282.5004744795974 -13680.432644527054 4119.3951102641267 -10800.9079090947 -210.41952197473086 -8451.9803013106412 2221.8215319383735 -126.29412479640499 213.28653117868603 4534.7112282476146 -2206.3709116035707 68267.344921875003 -57788.759187705633 23782.444782989071 118911.19938950893 -45990.380196763101 -6722.3514671366738 81110.510876698099 16688.875741683914 245462.29434204102 -8123.1931249999998
leaf_weight=1397217 54995 171895 65948 726 5060 438 74 30524 1688 19994 4435 9718 11413 18432 14225 3471 2201383 16270 18988 3093 112 1629 2687 175 377 5389 628 12720 60 40
leaf_count=1397217 54995 171895 65948 726 5060 438 74 30524 1688 19994 4435 9718 11413 18432 14225 3471 2201383 16270 18988 3093 112 1629 2687 175 377 5389 628 12720 60 40
internal_value=0 -113.077 -1257.61 -1953.15 -10281.1 -37064.9 -83411.4 -1661.52 -2569.13 662.054 -2335.74 -4219.33 -3486.52 -1984.08 -3800.35 -7763.96 0.247339 1190.38 4906.54 -330.105 -19304.1 -49679.5 4347.37 24491.6 19269.2 8299.49 10803 19719.8 28097 144028
internal_weight=0 2.67659e+06 241141 186146 6298 1238 512 179848 129330 50518 127642 61694 57259 42375 32657 14884 2.43545e+06 234063 62168 24443 4834 1741 19609 3339 3164 37725 32336 13348 2787 100
internal_count=4073804 2676587 241141 186146 6298 1238 512 179848 129330 50518 127642 61694 57259 42375 32657 14884 2435446 234063 62168 24443 4834 1741 19609 3339 3164 37725 32336 13348 2787 100
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=1 0 3 6 1 2 2 0 4 2 0 5 5 6 1 4 0 0 1 1 0 0 0 4 6 1 6 6 6 6
split_gain=9.69338e+12 2.32975e+13 2.27038e+13 3.10957e+13 1.89093e+13 9.07236e+13 8.49157e+13 6.96856e+13 5.62899e+13 5.62124e+13 5.684e+13 5.10955e+13 4.64466e+13 6.78564e+13 4.8664e+13 7.57234e+13 6.49737e+13 4.62118e+13 4.49536e+13 4.25389e+13 1.48528e+14 9.23026e+13 8.73416e+13 5.36242e+13 5.04808e+13 4.90469e+13 4.75007e+13 4.56686e+13 4.3845e+13 4.11278e+13
threshold=113.48479755000001 63.565651350000003 16.500000000000004 62.995000000000012 94.478249850000012 5160.5000000000009 9907.0000000000018 56.520242650000007 11.500000000000002 5325.0000000000009 51.707269950000004 2.5000000000000004 1.5000000000000002 55.805000000000007 103.8879505 4.5000000000000009 52.516286950000008 52.07762420000001 107.59716050000002 92.865667950000017 56.006509350000009 56.105603650000006 51.768991500000006 8.5000000000000018 70.50500000000001 92.948588300000011 94.02500000000002 118.04500000000002 96.050000000000011 116.05000000000001
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=4 2 -2 -4 19 -6 7 9 11 -7 -11 -8 13 -12 -14 -16 29 -15 -18 -1 22 25 -21 24 -24 -22 -27 -25 -28 -17
right_child=1 -3 3 -5 5 6 8 -9 -10 10 12 -13 14 17 15 16 18 -19 -20 20 21 -23 23 27 -26 26 28 -29 -30 -31
leaf_value=-22.527242418322743 1908.2897452891912 -68425.10766497672 -10346.170529513889 140061.7049107143 -26693.437427949157 77976.781820332631 -6292.7143041200316 -36597.37034640272 22208.632910061991 -38157.047218871725 -2995.0968575221505 -22870.522223001641 -1082.3436798489258 -139867.22515368855 -5604.2953775439155 14673.399927909146 -27778.972336281138 -14635.294426526523 48758.805909849019 36329.506215296788 14510.204535157894 -2034.1155510531757 450.57227324933194 -15993.705523697863 -43983.782524423208 4006.4499447477338 -179234.66504629632 100289.8483226103 -14309.946496582032 64506.62828853089
leaf_weight=3970540 26102 47 27 28 1455 97 5642 476 518 353 8159 2773 8239 61 2752 8266 557 57 89 471 13506 7086 6028 5079 267 4859 27 34 40 169
leaf_count=3970540 26102 47 27 28 1455 97 5642 476 518 353 8159 2773 8239 61 2752 8266 557 57 89 471 13506 7086 6028 5079 267 4859 27 34 40 169
internal_value=0 1917.13 2043.53 66225.1 -12.4114 -2185.14 -1251.84 1352.31 -9786.12 1979.56 1722.72 -11755.6 2219.3 -4083.98 4818.56 8927.2 13331 -79373.8 -17234.3 9.09016 3365.99 7665.83 -5870.75 -7613.06 -1434.09 11394.9 2853.35 -15220.5 -80772.1 15671.8
internal_weight=0 26204 26157 55 4.0476e+06 39663 38208 29275 8933 28799 28702 8415 28349 8277 20072 11833 9081 118 646 4.00794e+06 37397 25518 11879 11408 6295 18432 4926 5113 67 8435
internal_count=4073804 26204 26157 55 4047600 39663 38208 29275 8933 28799 28702 8415 28349 8277 20072 11833 9081 118 646 4007937 37397 25518 11879 11408 6295 18432 4926 5113 67 8435
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 2 0 4 6 1 6 4 0 1 4 1 3 1 4 1 5 1 0 4 0 0 4 6 6 2
split_gain=9.88387e+12 7.13829e+13 1.07297e+14 8.76582e+13 1.78488e+14 9.48932e+13 8.0887e+13 8.65889e+13 6.53919e+13 7.08202e+13 9.24842e+13 9.18308e+13 5.91803e+13 1.02862e+14 6.50558e+13 6.49178e+13 6.36031e+13 1.15076e+14 7.75445e+13 6.03065e+13 8.54767e+13 6.46604e+13 6.72314e+13 6.42157e+13 5.81661e+13 7.35839e+13 5.78591e+13 5.6684e+13 5.64002e+13 5.63321e+13
threshold=49.010000000000012 54.010000000000012 38.109452700000006 37.71815560000001 37.682335600000009 75.000000000000014 55.710673100000008 12.500000000000002 48.025000000000013 37.290808600000013 48.810000000000009 5.5000000000000009 43.6005307 39.735861600000007 5.5000000000000009 39.723160900000003 15.500000000000002 39.749243900000003 23.500000000000004 82.956351500000011 1.5000000000000002 83.050033500000012 55.102137100000007 26.500000000000004 55.633951400000008 55.883833400000007 28.500000000000004 48.005000000000003 47.420000000000009 2828.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 4 29 6 -5 -8 27 11 26 -10 13 14 -4 -16 18 -18 -15 -14 23 22 -22 -21 -6 -26 -11 28 -1 -2
right_child=1 -3 12 5 24 -7 7 -9 9 10 -12 -13 19 16 15 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.7165922339993154 -785.49743105845096 106.47450119352726 60507.31510121582 7276.4635552725567 -4452.572993078129 3184.8741445965893 8780.5530090266329 48113.040545448392 10660.390350892951 11826.95238851165 2048.2892192934928 -14459.873408804147 -3756.3714474007415 -138.71515921827981 -20922.757424487878 46589.093234432446 299794.77609374997 3448.5229749177633 158347.66360887096 -10859.923000309669 12551.600902712109 -389.36633663194323 -13464.431461685681 -93578.038208007812 -48372.382128682948 -705.74865387672605 -26395.503704579049 -5482.2460189623043 3097.5202923735869 6148.8162809800397
leaf_weight=1908597 60078 1674459 505 2799 831 16557 929 1408 2093 14701 60332 4776 183496 7487 299 272 20 38 31 4193 8160 24930 1131 96 1312 430 407 18423 60461 14553
leaf_count=1908597 60078 1674459 505 2799 831 16557 929 1408 2093 14701 60332 4776 183496 7487 299 272 20 38 31 4193 8160 24930 1131 96 1312 430 407 18423 60461 14553
internal_value=0 -158.298 -1503.6 1252.05 -326.091 6868.53 18743.6 32477.7 153.268 2915.29 3800.4 -6805.67 -2685.11 5428.77 34361.1 11237 1319.58 105637 514.793 -3001.33 596.384 2264.28 9384.65 -12711.4 -26221.6 -36606.2 10797.3 38.8822 90.5393 566.69
internal_weight=0 2.00401e+06 329555 98897 77204 21693 5136 2337 2.06979e+06 82309 75440 6869 230658 8652 1076 571 7576 58 7518 222006 38510 34221 9291 4289 2573 1742 15108 1.98748e+06 1.96906e+06 74631
internal_count=4073804 2004014 329555 98897 77204 21693 5136 2337 2069790 82309 75440 6869 230658 8652 1076 571 7576 58 7518 222006 38510 34221 9291 4289 2573 1742 15108 1987481 1969058 74631
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=6 1 1 4 1 1 0 7 4 6 4 4 4 1 5 0 3 0 1 1 6 1 1 1 0 1 6 5 1 3
split_gain=9.54729e+12 3.23251e+13 1.42967e+14 1.55704e+14 1.19093e+14 1.7207e+14 2.59999e+14 1.11906e+14 2.35673e+14 1.44878e+14 1.01453e+14 9.13039e+13 1.02347e+14 9.81539e+13 9.85406e+13 1.05959e+14 1.02436e+14 7.67534e+13 7.44524e+13 8.52163e+13 9.60546e+13 7.21512e+13 9.91413e+13 8.73571e+13 1.34735e+14 1.77221e+14 1.2123e+14 8.63895e+13 8.04949e+13 9.0406e+13
threshold=100.05000000000001 49.195555600000006 49.095306150000006 24.500000000000004 49.692247900000005 50.136929700000003 53.175387700000009 6.0000000000000009 7.5000000000000009 168.45000000000002 4.5000000000000009 22.500000000000004 5.5000000000000009 49.147669400000005 4.5000000000000009 55.812023600000011 3.5000000000000004 55.783232450000007 48.411058050000008 49.030112300000006 149.05000000000004 60.571186450000006 56.805602900000004 55.90712030000001 54.431501800000014 55.957851400000003 120.05000000000001 2.5000000000000004 60.620042600000012 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 18 7 -3 6 -6 11 -9 -10 -8 12 13 14 15 -4 -17 -5 -2 -20 -21 22 23 26 -25 -26 27 -7 29 -23
right_child=1 4 3 17 5 21 10 8 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=26.384926334799783 -274.40502119329784 -37094.946454229364 134018.61800670173 -195806.14251644738 -114587.74299146078 -112019.38682107365 -59116.414959490743 220097.16429687501 32195.150551652609 259778.42042025866 84690.39887690758 165442.21634396285 187.98739340391683 -67327.639917452834 -92628.028333333335 89398.742742784292 -151611.94183728448 -35306.566938405798 -119236.38267094323 -35791.400282206632 151039.95216733872 2795.6084654050455 -33855.707107766335 -91600.382145458163 84792.907234552564 3396.1063950665616 -39515.762312950101 2429.8813488262531 -2564.191911685838 41216.249887499565
leaf_weight=3956282 68836 1001 211 38 86 68 54 80 789 29 536 39 1629 53 30 45 29 138 109 245 31 1926 1633 118 330 1412 1282 2191 33656 898
leaf_count=3956282 68836 1001 211 38 86 68 54 80 789 29 536 39 1629 53 30 45 29 138 109 245 31 1926 1633 118 330 1412 1282 2191 33656 898
internal_value=0 -888.227 422.688 21397.4 -2986.43 -2213.79 47850.9 26877.5 56284.3 40263.5 71528.4 13907.4 10948 58578.6 79762.8 97909.2 -5051.39 -69959.9 -519.674 -44372.5 -14806.7 -2991.56 -12264.8 -5736.82 11810.8 18815.7 -14954.2 -1015.25 -1203.51 15012.9
internal_weight=0 117522 72331 3110 45191 44190 676 2934 898 818 590 2036 1997 368 315 285 74 176 69221 385 276 43514 7034 5401 1860 1742 3541 2259 36480 2824
internal_count=4073804 117522 72331 3110 45191 44190 676 2934 898 818 590 2036 1997 368 315 285 74 176 69221 385 276 43514 7034 5401 1860 1742 3541 2259 36480 2824
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 0 2 5 7 6 4 6 5 6 4 4 6 6 6 6 6 4 6 4 6 4 6 5 4 2 0 0 6 6
split_gain=9.00937e+12 7.52857e+13 1.02973e+14 4.2796e+13 3.9421e+13 2.88166e+13 2.69158e+13 2.64959e+13 2.58497e+13 2.3926e+13 2.48425e+13 2.25381e+13 5.13544e+13 4.86409e+13 2.78408e+13 2.54343e+13 3.26262e+13 2.07159e+13 2.42131e+13 4.03276e+13 2.10105e+13 4.18111e+13 3.58801e+13 7.37292e+13 2.00544e+13 2.00444e+13 4.05829e+13 5.35067e+13 1.98822e+13 1.97543e+13
threshold=11703.500000000002 44.046956350000009 13916.000000000002 2.5000000000000004 6.0000000000000009 60.005000000000003 12.500000000000002 67.91500000000002 1.5000000000000002 149.05000000000004 11.500000000000002 8.5000000000000018 156.15000000000003 149.05000000000004 122.65000000000002 92.02500000000002 102.04000000000001 13.500000000000002 104.01000000000001 8.5000000000000018 85.020000000000024 5.5000000000000009 86.030000000000015 2.5000000000000004 3.5000000000000004 11293.500000000002 45.00849250000001 44.601833250000006 138.05000000000004 118.04500000000002
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=25 2 5 -3 7 6 -2 -4 -9 10 -5 13 14 29 15 -13 -17 18 20 24 21 -10 23 -22 -20 -1 27 -27 -16 -6
right_child=1 3 4 9 11 -7 -8 8 17 -11 -12 12 -14 -15 28 16 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.8925612154664895 -16085.476456271008 5813.1800044054908 2006.6883357956915 28635.410145425536 9181.1664561382331 -40760.230655527623 101563.70673828125 -78190.509940732765 10310.001223313182 -70081.328282752409 -45883.370830502718 22163.685391939605 178651.91766304348 -91130.378776041674 -100388.50708705357 159358.72325367649 29565.777256944446 -98918.574601862987 68423.076247479839 82729.376155598962 -205271.96590909094 -28967.396097544413 -21124.282041230075 22398.480484375003 -19499.772017492138 -40973.45952195752 -18239.976337253473 7412.1832192075126 21051.843840144233 79637.631726595253
leaf_weight=4055131 702 3542 4173 1629 1353 756 20 58 608 26 46 325 23 48 28 34 45 26 31 72 33 489 296 25 159 258 1799 2002 26 41
leaf_count=4055131 702 3542 4173 1629 1353 756 20 58 608 26 46 325 23 48 28 34 45 26 31 72 33 489 296 25 159 258 1799 2002 26 41
internal_value=0 2478.46 -2890.23 12074.1 1645.9 -27114.7 -12826.5 -2365.03 -12517.1 25111.3 26588.9 14097.9 32842.7 7845.36 25520.4 34534.3 85426 -10326.7 -8982.03 18996.8 -14034 -7198.34 -35217 -107138 -5154.47 -8.92303 -7032.69 1888.51 -41917.2 11253.4
internal_weight=0 14614 9371 5243 7893 1478 722 5970 1797 1701 1675 1923 481 1442 458 404 79 1739 1713 262 1451 1097 354 58 190 4.05919e+06 4059 2260 54 1394
internal_count=4073804 14614 9371 5243 7893 1478 722 5970 1797 1701 1675 1923 481 1442 458 404 79 1739 1713 262 1451 1097 354 58 190 4059190 4059 2260 54 1394
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 4 7 4 1 1 0 1 6 6 6 6 6 5 6 4 7 1 6 4 1 1 6 1
split_gain=9.00632e+12 5.41164e+13 2.40821e+14 2.16819e+14 5.29782e+14 5.55851e+14 2.18505e+14 2.1662e+14 2.10016e+14 1.87989e+14 4.65092e+14 2.23558e+14 1.94973e+14 2.75525e+14 1.89066e+14 1.81663e+14 2.06702e+14 1.77267e+14 1.76554e+14 2.17839e+14 1.71517e+14 1.6927e+14 2.32907e+14 1.63081e+14 1.63335e+14 1.59367e+14 1.58498e+14 2.64746e+14 1.95855e+14 2.04293e+14
threshold=59.963561900000009 59.91832440000001 30.425503950000003 30.389265100000003 59.950512650000007 8.5000000000000018 14.500000000000002 9.5000000000000018 6.0000000000000009 16.500000000000004 30.277905650000005 30.323041000000003 59.950512650000007 30.242318500000007 102.04000000000001 39.025000000000013 108.05000000000001 50.795000000000009 81.02500000000002 2.5000000000000004 102.04000000000001 16.500000000000004 6.0000000000000009 30.205407000000005 88.00500000000001 12.500000000000002 30.323041000000003 30.315889700000003 86.030000000000015 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 8 -6 10 23 12 -11 -14 -15 -12 -17 -7 -5 -20 26 22 -4 24 -8 -19 27 -3 -28 -30
right_child=-2 2 21 4 7 17 9 -9 -10 11 15 -13 13 14 -16 16 -18 25 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-14.655755018126627 -642.36705474167354 9995.5420752023638 -11189.89388454616 -26083.569135030113 -48545.695807862605 48475.133850002661 1253.7124239714249 8879.1800532222733 -314772.89475806453 6454.0712529165248 -12057.437769783584 -51707.471068965096 58455.94765955308 -105437.45474507511 177252.16899999999 -83690.094337172748 195763.12471064818 139827.81397429688 308535.06808035716 25780.71075647866 -11613.287184555631 9887.0977916103002 -64287.247890235871 58857.142050337745 -174457.84013157897 65658.283706371178 31387.817339339312 -31548.128133430757 13696.784280242451 -72391.353990046176
leaf_weight=3801237 207164 19092 8418 912 671 1028 736 1274 31 10823 596 790 170 441 25 1344 27 625 35 123 3754 3321 916 567 57 540 6058 1668 977 384
leaf_count=3801237 207164 19092 8418 912 671 1028 736 1274 31 10823 596 790 170 441 25 1344 27 625 35 123 3754 3321 916 567 57 540 6058 1668 977 384
internal_value=0 34.4163 2886.49 5858.69 25165.4 49911.7 3729.65 -15698.4 -60302.2 -5980.68 -27060.3 -255.171 3292.02 -50517.5 -90271.7 -58149.5 -78186.6 78741.6 -9176.13 88416.2 8466.08 -9502.06 -16400.6 17904.9 -11376.2 105449 11141 6657.64 23686.6 -10592.6
internal_weight=0 3.86664e+06 65403 52748 5239 3263 47509 1976 702 15576 3327 12249 11459 636 466 1967 1371 2193 1070 158 31933 12655 9334 1360 793 1165 28179 20760 7419 1361
internal_count=4073804 3866640 65403 52748 5239 3263 47509 1976 702 15576 3327 12249 11459 636 466 1967 1371 2193 1070 158 31933 12655 9334 1360 793 1165 28179 20760 7419 1361
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=6 6 6 5 6 6 2 5 0 2 3 4 4 1 4 1 1 0 1 1 2 6 6 4 4 4 1 1 0 6
split_gain=9.23045e+12 4.23627e+13 3.9181e+13 3.34576e+13 3.38873e+13 7.5852e+13 6.4149e+13 7.92349e+13 9.43385e+13 6.21935e+13 6.17134e+13 6.06373e+13 4.76504e+13 3.07932e+13 5.17146e+13 5.82684e+13 5.50413e+13 8.71721e+13 5.90252e+13 6.03289e+13 4.69649e+13 3.68615e+13 3.53485e+13 3.94754e+13 7.13678e+13 3.7311e+13 3.67153e+13 6.66735e+13 4.02866e+13 3.1454e+13
threshold=34.010000000000012 35.57500000000001 32.515000000000008 1.5000000000000002 15.450000000000001 25.305000000000003 75.000000000000014 3.5000000000000004 54.988402950000008 915.50000000000011 7.5000000000000009 5.5000000000000009 5.5000000000000009 30.509101000000005 13.500000000000002 82.948524700000021 83.011163250000024 55.030407050000001 82.956351500000011 82.981285100000022 3338.0000000000005 26.495000000000001 28.980000000000004 13.500000000000002 22.500000000000004 12.500000000000002 30.370944000000005 30.438492500000006 60.002985000000002 32.410000000000004
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=2 -2 3 13 -5 6 -6 12 -9 10 -7 -10 -8 20 29 -16 17 -17 -19 -20 22 -21 -1 25 26 -24 -25 28 -28 -15
right_child=1 -3 -4 4 5 9 7 8 11 -11 -12 -13 -14 14 15 16 -18 18 19 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4377.8841073238355 -1996.8876382166816 2.5355504443225612 1666.5824970395179 2559.7488173041602 -193479.10000000001 9392.4717047549802 -24120.670725094202 236505.62968750001 -121437.36562500001 -6822.3505852196795 88211.80118678436 81596.429605263169 -78092.180560071793 462.7564636378047 -2016.9127353791644 1195.4867948035039 -2772.318377219191 -93672.259501953129 -14267.25989325354 29652.412857421878 -7172.7996917453629 -59551.908265438993 4830.0089986477615 15531.767177772415 3583.4183188523421 -17998.267098867036 58279.182522609415 -3285.3616014268664 -23549.457258770286 -4795.3455509505775
leaf_weight=3373 109363 3413348 165685 3856 23 411 1413 24 24 6468 131 38 185 284859 44671 990 2732 160 985 50 3660 630 11614 1757 3579 763 809 288 65 11850
leaf_count=3373 109363 3413348 165685 3856 23 411 1413 24 24 6468 131 38 185 284859 44671 990 2732 160 985 50 3660 630 11614 1757 3579 763 809 288 65 11850
internal_value=0 -59.5368 380.573 -172.277 -5245.99 -8698.89 -27602.4 -25336.9 68166.3 -4095.71 28442.9 3002.7 -30368.9 -1.17752 -249.529 -3217.25 -12883.8 -22697.1 -35658 -30083.1 3324.43 -52992.8 5051.32 6736.34 13047.9 3422.72 24652.4 38443.2 52193.5 252.758
internal_weight=0 3.52271e+06 551093 385408 12573 8717 1707 1684 86 7010 542 62 1598 372835 346927 50218 5547 2815 1825 1665 25908 680 22248 18875 6498 12377 2919 1162 874 296709
internal_count=4073804 3522711 551093 385408 12573 8717 1707 1684 86 7010 542 62 1598 372835 346927 50218 5547 2815 1825 1665 25908 680 22248 18875 6498 12377 2919 1162 874 296709
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=2 1 6 1 4 4 1 0 1 6 4 7 4 0 0 1 1 6 0 0 1 6 5 0 6 3 6 3 6 6
split_gain=9.66015e+12 6.13894e+13 2.44219e+14 2.40366e+14 1.17935e+14 2.37281e+14 1.04897e+14 2.58753e+14 1.73568e+14 1.16079e+14 1.03787e+14 2.32229e+14 1.68223e+14 1.40745e+14 1.00356e+14 1.99888e+14 1.0086e+14 1.15119e+14 9.45939e+13 1.6059e+14 8.8488e+13 8.72844e+13 8.88797e+13 8.13319e+13 8.68688e+13 1.17939e+14 1.19928e+14 9.34992e+13 1.25098e+14 1.094e+14
threshold=3338.0000000000005 56.805602900000004 38.205000000000005 60.307188350000011 20.500000000000004 10.500000000000002 56.128886000000001 58.08467765000001 54.62357655000001 77.565000000000012 8.5000000000000018 6.0000000000000009 5.5000000000000009 57.978821400000008 57.205086850000008 60.770858000000011 72.839788400000018 89.00500000000001 57.670849000000011 53.506098950000009 55.90712030000001 120.05000000000001 2.5000000000000004 57.14107305000001 69.015000000000015 16.500000000000004 128.05000000000004 8.5000000000000018 128.05000000000004 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 4 5 18 8 10 -4 20 11 12 -8 -13 23 -16 17 -17 19 -3 -10 -20 -23 -5 -25 27 -27 -26 -29 -30
right_child=1 3 6 14 -6 -7 7 -9 9 -11 -12 13 -14 -15 15 16 -18 -19 21 -21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=-128.18974421353022 -3567.889846014431 1975.0279710265288 2649.6610366292434 79.837204606693717 71943.708004679153 -49869.228336517292 15029.524112359977 -16015.943668121916 -34097.783755211065 -60567.698749990508 9622.5951735322578 -72055.468994140625 103184.66714702407 107911.65607511235 -51748.947005238355 -10309.461296213356 2917.8325662229749 -91041.428230251739 92.518898620651456 -15030.980983613301 -3081.6255091741859 89942.268191964293 -141214.88100585938 1945.0626847552012 15524.737295134029 80245.574948529131 -105902.03172286184 -576.86574300834195 -158318.70706749358 10925.310088045635
leaf_weight=2406287 77255 7847 238847 1212961 187 1292 4279 3289 1217 514 12226 48 228 459 949 9423 8985 180 16590 18993 3767 21 80 36803 7890 388 38 2601 97 63
leaf_count=2406287 77255 7847 238847 1212961 187 1292 4279 3289 1217 514 12226 48 228 459 949 9423 8985 180 16590 18993 3767 21 80 36803 7890 388 38 2601 97 63
internal_value=0 184.982 1379.21 -123.29 -7305.85 -7636.48 2822.12 9687.74 2245.29 -15321.4 14591.4 26707.3 19489.1 90873.3 129.203 -6982.98 -4697.48 -11822.7 -6383.01 -10059.1 -10655.2 -471.722 -93152.5 239.408 4281.88 12045.9 63640.9 9982.27 -5856.23 -91678.9
internal_weight=0 1.66752e+06 342129 1.32539e+06 45010 44823 264874 20529 244345 5498 17240 5014 4507 507 1.28038e+06 19537 18588 9603 43531 26840 4984 16691 101 1.26084e+06 47880 11077 426 10651 2761 160
internal_count=4073804 1667517 342129 1325388 45010 44823 264874 20529 244345 5498 17240 5014 4507 507 1280378 19537 18588 9603 43531 26840 4984 16691 101 1260841 47880 11077 426 10651 2761 160
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=6 4 3 1 1 0 0 1 0 0 0 1 7 0 6 1 6 0 1 4 3 1 0 4 1 7 0 0 0 5
split_gain=1.10753e+13 2.79257e+13 1.00994e+14 9.82118e+13 9.94668e+13 9.26512e+13 1.82569e+14 9.6388e+13 8.07108e+13 7.65825e+13 6.78741e+13 1.03931e+14 9.65844e+13 2.01094e+14 9.01839e+13 6.89886e+13 6.44881e+13 6.356e+13 1.58595e+14 1.17752e+14 6.09596e+13 6.01697e+13 5.48613e+13 5.10991e+13 5.53662e+13 8.07275e+13 8.30921e+13 1.24994e+14 5.26737e+13 5.39099e+13
threshold=42.005000000000003 24.500000000000004 20.500000000000004 30.345769800000003 30.323041000000003 45.022979600000006 47.139841100000005 39.873894000000007 43.6005307 60.064438250000002 55.82518790000001 37.600779750000008 6.0000000000000009 55.622114900000007 156.15000000000003 37.563506350000004 55.805000000000007 55.753967500000009 37.682335600000009 23.500000000000004 22.500000000000004 30.315889700000003 55.579943700000008 21.500000000000004 30.242318500000007 6.0000000000000009 60.002985000000002 60.028671700000011 60.034792100000011 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 21 7 -7 -3 -5 20 11 12 15 -14 -12 -10 -9 -13 19 -19 -6 23 -17 -4 28 -26 -27 -28 -25 -30
right_child=1 5 3 8 9 6 -8 16 10 -11 14 17 13 -15 -16 22 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=228.21099023112058 -89.643331112788999 -32320.264365640556 -55345.28613534903 121939.37913301113 54817.412679122121 19569.088963914051 -1801.3029840345018 236374.95625000002 -6797.3310219975046 -75362.07557291667 -3574.0492450385159 7103.7496522160818 -39801.953467563813 74428.011362696285 -144286.88493546197 -8566.4895924637949 28590.852843617584 -45533.638839285719 -5232.899608380354 -290199.15329391893 142143.01103374094 -65267.950708309225 140528.84134324596 -9203.7667975160712 2375.0572231056417 34007.590496167948 194479.21863711296 23973.931432933539 23850.69083470395 169031.76363839288
leaf_weight=1397217 2513556 1408 77 59 190 4113 142512 20 662 30 4627 6236 191 798 46 41 59 42 405 37 138 81 62 457 226 204 109 71 95 35
leaf_count=1397217 2513556 1408 77 59 190 4113 142512 20 662 30 4627 6236 191 798 46 41 59 42 405 37 138 81 62 457 226 204 109 71 95 35
internal_value=0 -119.129 -40.9528 8162.44 30690.2 -1453.71 -1201.84 -26289.6 5240.28 77570.3 4716.56 10052.3 31729.3 52367.4 -4959.2 5048.01 81194.4 4394.33 -30514.7 -160124 91558.1 18304.2 81180.2 23617.7 28697.2 49794.6 77702.9 127224 6773.09 62937.9
internal_weight=0 2.67659e+06 2.52848e+06 14919 1713 148112 146625 1487 13206 358 13147 8474 1754 989 4673 765 79 6720 484 79 328 1355 103 1274 1197 610 384 180 587 130
internal_count=4073804 2676587 2528475 14919 1713 148112 146625 1487 13206 358 13147 8474 1754 989 4673 765 79 6720 484 79 328 1355 103 1274 1197 610 384 180 587 130
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=4 1 1 1 1 1 6 1 1 0 0 0 1 0 0 5 4 0 0 0 0 6 2 6 1 0 0 0 5 0
split_gain=9.42113e+12 1.77873e+13 4.12372e+13 3.97704e+13 3.626e+13 3.62151e+13 5.25537e+13 5.55626e+13 6.86417e+13 4.1228e+13 3.41556e+13 4.93432e+13 3.29288e+13 3.26952e+13 8.7141e+13 3.48591e+13 3.75319e+13 3.23843e+13 3.18191e+13 8.13013e+13 4.28721e+13 4.24131e+13 3.78429e+13 3.69992e+13 3.10398e+13 4.12171e+13 4.63127e+13 4.12666e+13 3.90287e+13 3.04851e+13
threshold=2.5000000000000004 56.240615550000008 43.862029600000007 47.17130860000001 39.735861600000007 82.971668900000012 93.050000000000011 82.918694400000007 82.825258850000026 55.061158000000006 55.02095400000001 54.998919050000005 39.231261550000006 45.047736150000013 44.046956350000009 2.5000000000000004 1.5000000000000002 57.892117950000006 55.193450100000007 56.791379400000004 56.872182500000008 118.04500000000002 4395.5000000000009 149.05000000000004 38.657016300000002 45.047736150000013 45.177967300000006 45.00849250000001 4.5000000000000009 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 -3 8 9 -8 11 -7 24 14 15 16 -14 -6 23 21 -21 -20 -22 -11 -1 27 -27 29 -29 -26
right_child=-2 5 3 -5 17 10 7 -9 -10 18 -12 -13 13 -15 -16 -17 -18 -19 19 20 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1614.0264861317185 -25.588598574904509 4666.6868689654457 -11206.19380355216 -1217.6932499230286 5937.4482535537645 -2884.514745862462 -11418.567715454103 152974.06550164474 -119110.74674479169 71633.968980823862 5222.6869148051373 -34654.876499918311 -41352.969261663733 -4354.1951723201628 -69191.874748193528 -39068.904124418215 42503.11951716934 -29700.10152762277 8247.5689672851568 178707.05181136593 90227.132617187512 -153961.57462384258 -10633.214785471271 226893.59906250003 3307.8874854819901 20363.239400225826 4065.344786825684 -7385.7182461037928 113218.06365740742 35430.256009641838
leaf_weight=18958 3961637 19893 5274 16325 16459 8981 128 38 30 66 5618 517 71 4839 293 141 215 259 40 31 93 27 62 20 964 2555 5490 4327 27 426
leaf_count=18958 3961637 19893 5274 16325 16459 8981 128 38 30 66 5618 517 71 4839 293 141 215 259 40 31 93 27 62 20 964 2555 5490 4327 27 426
internal_value=0 903.766 46.0845 -3656.67 1499.55 2752.69 5498.48 36427.2 27516.2 36935.5 -958.014 -4613.86 -196.332 -7312.43 -27194.2 1623.87 21685.7 5385.34 55193 37330.9 71353.7 -57120.3 49883 107741 1011.67 4621.64 9241.37 -1848.72 -6637.83 13152.6
internal_weight=0 112167 76623 21599 55024 35544 20428 535 497 467 15116 9498 38306 5559 720 427 286 16718 339 253 186 67 155 86 32747 13789 8045 5744 4354 1390
internal_count=4073804 112167 76623 21599 55024 35544 20428 535 497 467 15116 9498 38306 5559 720 427 286 16718 339 253 186 67 155 86 32747 13789 8045 5744 4354 1390
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=6 1 3 2 6 0 6 1 1 7 0 7 0 5 4 4 2 1 2 5 6 4 6 3 0 1 2 1 4 4
split_gain=9.36633e+12 6.51144e+13 7.92891e+13 1.0124e+14 1.17818e+14 1.11362e+14 8.47786e+13 1.15009e+14 1.1647e+14 1.04008e+14 8.97507e+13 1.567e+14 1.12229e+14 1.1211e+14 2.5649e+14 2.23295e+14 1.30063e+14 7.5094e+13 7.56092e+13 9.53874e+13 7.33372e+13 7.79686e+13 7.11841e+13 8.47625e+13 7.09737e+13 1.1173e+14 1.55885e+14 1.07239e+14 9.55833e+13 6.99804e+13
threshold=64.015000000000015 37.290808600000013 1.5000000000000002 2200.0000000000005 125.02000000000002 56.685611200000004 112.00500000000001 30.084656550000002 36.049731800000011 6.0000000000000009 59.838047850000002 6.0000000000000009 59.864072000000007 1.5000000000000002 5.5000000000000009 9.5000000000000018 3338.0000000000005 30.323041000000003 3338.0000000000005 2.5000000000000004 74.615000000000009 28.500000000000004 130.05000000000004 13.500000000000002 60.05226170000001 30.226173900000003 3338.0000000000005 30.260128500000004 11.500000000000002 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 2 6 4 5 -4 10 -8 17 -10 -2 13 -13 14 -12 -16 -15 -9 19 -19 24 -22 -6 -24 -5 26 29 -27 -29 -26
right_child=1 -3 3 20 22 -7 7 8 9 -11 11 12 -14 16 15 -17 -18 18 -20 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=82.922051021916133 -3873.3998087268528 87.203502041221228 -9188.8954199317832 -4727.8531758391846 -122031.09753155048 47615.842052877822 -37554.247921587332 19232.1915872149 -69151.290676700373 133823.41018145162 -100838.09111328126 -116861.02505967882 32999.298220980061 -39559.715993745667 409144.10468750005 26027.98366699219 730.49416924593879 -58935.782421875003 16344.453054405121 152704.72350673776 1569.3374679573999 -59594.211902381132 -50473.694108514304 128695.97359913793 70877.873523888222 -73213.075869954424 1212.2086480034723 -7463.3896800527364 28641.916883350106 180029.50364624025
leaf_weight=3135942 6174 787238 13753 44578 130 354 258 211 136 31 48 54 670 3571 29 32 1033 24 83 189 74790 209 295 29 221 180 342 1942 1178 80
leaf_count=3135942 6174 787238 13753 44578 130 354 258 211 136 31 48 54 670 3571 29 32 1033 24 83 189 74790 209 295 29 221 180 342 1942 1178 80
internal_value=0 -277.268 -2182.18 -1490.68 -9377.14 -7763.44 -9794.66 19223.5 40957.4 -31473.4 -12123.9 -21492.8 21821.9 -28146.7 72090.3 208165 -30519.8 64815.2 97308.5 128858 -560.993 1398.89 -59518.9 -34436.9 -3590.39 9269.3 47404.3 1838.76 6168.68 99888.3
internal_weight=0 937862 150624 138081 14561 14107 12543 932 674 167 11611 5437 724 4713 109 61 4604 507 296 213 123520 74999 454 324 48521 3943 643 3300 3120 301
internal_count=4073804 937862 150624 138081 14561 14107 12543 932 674 167 11611 5437 724 4713 109 61 4604 507 296 213 123520 74999 454 324 48521 3943 643 3300 3120 301
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 0 1 4 4 1 1 0 1 0 6 1 0 4 4 4 0 6 0 1 0 1 6 7 6 0 4 6 4 0
split_gain=9.49618e+12 3.52329e+13 1.76571e+14 1.82732e+14 1.15359e+14 1.33905e+14 1.05875e+14 2.65479e+14 2.64366e+14 2.38652e+14 1.65968e+14 1.13301e+14 1.28158e+14 1.13594e+14 2.1632e+14 1.11926e+14 1.06008e+14 1.04388e+14 1.02839e+14 1.09558e+14 1.0183e+14 1.33637e+14 1.51842e+14 9.85889e+13 8.54189e+13 8.00333e+13 7.8294e+13 7.5452e+13 7.52668e+13 7.13316e+13
threshold=451.00000000000006 55.897267000000006 38.166910000000009 6.5000000000000009 8.5000000000000018 38.430814800000007 37.768783500000005 55.910578700000009 37.740454950000007 55.922096200000006 66.990000000000023 37.729575300000008 55.922096200000006 10.500000000000002 5.5000000000000009 24.500000000000004 56.006509350000009 84.00500000000001 56.385857200000011 37.957884500000006 55.910578700000009 37.290808600000013 95.045000000000016 6.0000000000000009 64.805000000000021 56.385857200000011 25.500000000000004 53.995000000000012 19.500000000000004 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 27 8 23 11 10 -10 20 13 14 -13 18 -17 -14 -9 -20 21 22 -3 24 -8 -6 -23 -5 -12 -1
right_child=-2 2 3 4 25 -7 7 15 9 -11 28 12 17 -15 -16 16 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=244.6480886548072 -68.179640694689354 -24128.98014952377 2744.669194070395 142186.77910156251 52000.483061038067 -22022.619429347829 -15397.84072425484 -1249.1694369534641 44792.154193934453 -1968.7279075384672 111118.69430833003 8156.386606798269 -29134.129509547987 13173.339838620177 -113444.34910762392 -38994.374779678437 64642.671120217587 -119186.82637842852 -94634.721463960697 -13972.10695002906 -1083.7862238287364 12759.559838718764 -258981.06939655176 -65410.535908402089 -50100.035494217358 -9595.907769846639 93160.272063762386 401226.46576086961 252192.37138888889 3653.8400181856377
leaf_weight=490100 3396489 543 2464 22 1177 23 3746 39506 827 898 237 396 1741 1658 232 1272 107 139 235 594 51382 7916 29 589 875 257 123 23 45 70159
leaf_count=490100 3396489 543 2464 22 1177 23 3746 39506 827 898 237 396 1741 1658 232 1272 107 139 235 594 51382 7916 29 589 875 257 123 23 45 70159
internal_value=0 341.896 -1235.99 19503.6 46996.2 174262 -1963.32 -5596.65 613.389 36352.3 67382.2 -504.582 -16451.6 -545.828 -36766.2 -2938.4 -30952.9 -35792.3 -1980.62 -36837.9 602.8 10666.7 -36035.8 -26880 -21968.8 40961.2 13989.7 274585 133630 671.568
internal_weight=0 677315 117056 3966 1502 68 113090 46924 66166 2007 1109 64159 4166 2286 628 41714 1379 1880 40335 829 59993 8611 572 5210 4621 1434 8039 45 282 560259
internal_count=4073804 677315 117056 3966 1502 68 113090 46924 66166 2007 1109 64159 4166 2286 628 41714 1379 1880 40335 829 59993 8611 572 5210 4621 1434 8039 45 282 560259
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=6 1 1 3 4 0 1 1 1 4 4 0 5 0 5 1 0 0 0 4 5 3 5 4 4 2 2 0 3 1
split_gain=8.72359e+12 1.3534e+13 4.415e+13 3.34047e+13 4.02095e+13 3.60355e+13 3.78358e+13 8.86184e+13 2.61736e+13 2.48553e+13 2.44866e+13 4.03346e+13 4.48517e+13 4.44552e+13 4.28608e+13 6.03595e+13 2.68748e+13 6.5083e+13 3.43177e+13 2.45093e+13 2.21483e+13 6.17312e+13 6.46006e+13 1.04149e+14 4.13252e+13 3.89732e+13 5.63375e+13 9.52213e+13 3.84546e+13 5.89925e+13
threshold=247.90000000000001 39.044653900000007 39.843340650000009 2.5000000000000004 3.5000000000000004 45.055912800000009 30.410676000000006 30.226173900000003 39.908802000000009 8.5000000000000018 11.500000000000002 45.073441650000007 2.5000000000000004 45.047736150000013 2.5000000000000004 37.858952300000006 45.029425500000009 45.053967500000006 45.00849250000001 14.500000000000002 2.5000000000000004 11.500000000000002 4.5000000000000009 3.5000000000000004 16.500000000000004 2851.5000000000005 4244.5000000000009 56.288960650000007 4.5000000000000009 47.386825600000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 -8 11 12 -6 -14 -13 -16 18 -18 -12 -19 24 22 23 -22 -10 -25 27 28 29 -27
right_child=1 2 8 4 10 6 9 -9 20 -11 16 14 13 -15 15 -17 17 19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-4.0984285614636589 -117645.69555094402 -44074.92473379997 111516.53505434783 147582.32876157408 9388.9319475446446 35523.485856681036 42505.612903664332 -234212.06668526787 22829.58248812985 -44280.991628196025 22571.681995738636 55560.184149639426 75243.984510869574 276483.77708333335 22815.506023848688 -161044.64218750002 151203.5880544355 -66732.635319010413 -150338.67447916669 13881.803009588068 41750.931565126055 100601.72023292824 9094.109312540957 -187292.89853125002 -70120.222257965695 -107348.4853421119 -100044.52684979839 163974.87700000001 -112592.76255681818 73618.457644440408
leaf_weight=4070611 30 197 23 27 28 29 132 21 770 44 22 143 23 21 57 26 31 48 24 176 119 54 763 25 51 31 155 25 55 43
leaf_count=4070611 30 197 23 27 28 29 132 21 770 44 22 143 23 21 57 26 31 48 24 176 119 54 763 25 51 31 155 25 55 43
internal_value=0 5224.9 1202.84 15763.4 28208.6 -14669 -999.536 -77765.4 5422.2 20809 22827.8 43148 108329 171290 22382.4 -34779.2 2710.27 15401.3 -67642.4 -3392.72 4255.21 -4019.69 -8665.7 -38579 17055.6 -67199.6 -57483.3 -14645.7 -49262.1 -2192.02
internal_weight=0 3193 2311 882 626 256 226 50 2114 176 599 298 72 44 226 83 301 255 46 224 2091 1270 1216 453 821 334 309 154 129 74
internal_count=4073804 3193 2311 882 626 256 226 50 2114 176 599 298 72 44 226 83 301 255 46 224 2091 1270 1216 453 821 334 309 154 129 74
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=6 6 3 2 4 1 4 4 7 1 1 6 6 6 1 6 1 1 2 0 1 1 5 1 4 6 0 6 2 4
split_gain=8.48127e+12 2.88905e+13 4.46773e+13 6.22043e+13 4.87366e+13 3.09646e+13 3.24829e+13 3.48032e+13 2.85978e+13 2.79095e+13 7.95924e+13 7.4669e+13 1.34808e+14 7.17059e+13 9.65631e+13 7.68293e+13 7.16974e+13 6.37701e+13 8.05383e+13 6.11668e+13 5.58228e+13 6.11611e+13 5.86853e+13 6.3874e+13 5.35905e+13 6.528e+13 5.13701e+13 4.9588e+13 4.65923e+13 4.39104e+13
threshold=41.505000000000003 40.015000000000008 11.500000000000002 9236.5000000000018 21.500000000000004 82.901648750000021 13.500000000000002 17.500000000000004 6.0000000000000009 63.728898350000001 82.956351500000011 39.005000000000003 39.355000000000011 33.585000000000008 83.025426800000005 38.605000000000011 60.770858000000011 60.516422150000004 4829.0000000000009 56.685611200000004 49.300375350000003 49.147669400000005 3.5000000000000004 52.061190950000004 4.5000000000000009 15.450000000000001 56.791379400000004 34.010000000000012 9651.0000000000018 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 9 8 -4 5 -5 -7 -8 -3 16 24 13 -13 28 15 -15 17 18 20 -19 21 -1 -22 -24 -11 -26 29 -18 -12 -21
right_child=-2 2 3 4 -6 6 7 -9 -10 10 11 12 -14 14 -16 -17 27 19 -20 26 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=252.84648708297027 -99.058293456463502 3613.3425517812448 346.12158559396937 -30625.770427202755 13058.251144015267 -53380.635537843213 10530.422533527531 -13807.686254771324 484.12331153686057 -5193.5542363881332 2275.5633304887556 -9106.1226992366119 5632.5657253562586 11814.663242684319 -89.334629228928122 -1363.4727109733221 -1973.9013588411178 -37851.560053552501 -3161.9555468561498 13505.070875635103 -2474.5776765840264 6069.8299084906303 243613.639375 18394.958045151656 -16265.048530945101 4430.443514226763 2583.1447346729628 -9969.7061057624378 -2657.9317636088908 -33000.34066726466
leaf_weight=647621 2768799 71681 20256 1014 705 173 730 3011 49286 6787 27887 21397 8741 17117 31782 5966 22850 339 83236 7108 78527 18594 20 34 1553 82057 23532 11742 61050 209
leaf_count=647621 2768799 71681 20256 1014 705 173 730 3011 49286 6787 27887 21397 8741 17117 31782 5966 22850 339 83236 7108 78527 18594 20 34 1553 82057 23532 11742 61050 209
internal_value=0 210.17 1531.49 -2238.79 -11534 -15052.2 -11017.5 -9058.47 2338.39 42.6232 945.312 -305.621 -4831.42 642.896 3485.97 8408.66 -224.339 -44.6324 -211.829 4394.38 117.868 415.198 -2402.91 101809 3352.33 4046.04 4858.62 -4688.02 -1110.99 12176.7
internal_weight=0 1.305e+06 146856 25889 5633 4928 3914 3741 120967 1.15815e+06 264337 173940 30138 143802 54865 23083 893812 859220 828032 31188 744796 666215 78581 54 90397 83610 30849 34592 88937 7317
internal_count=4073804 1305005 146856 25889 5633 4928 3914 3741 120967 1158149 264337 173940 30138 143802 54865 23083 893812 859220 828032 31188 744796 666215 78581 54 90397 83610 30849 34592 88937 7317
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=2 1 1 6 6 6 6 2 2 6 5 2 4 4 4 0 1 1 6 6 0 5 2 6 0 0 0 5 4 5
split_gain=8.74883e+12 5.72584e+13 1.90409e+14 1.86795e+14 1.03483e+14 9.72038e+13 1.18041e+14 1.01783e+14 9.56002e+13 1.29475e+14 1.2508e+14 1.12994e+14 1.12084e+14 9.38712e+13 1.30067e+14 8.2986e+13 1.62332e+14 8.18523e+13 1.00605e+14 8.05859e+13 8.11924e+13 1.17411e+14 9.69496e+13 9.0473e+13 7.91342e+13 1.21311e+14 7.71967e+13 9.78392e+13 9.66566e+13 7.40608e+13
threshold=3338.0000000000005 56.805602900000004 60.307188350000011 38.205000000000005 82.00500000000001 68.00500000000001 54.010000000000012 7029.0000000000009 4829.0000000000009 84.810000000000016 2.5000000000000004 4556.0000000000009 23.500000000000004 20.500000000000004 10.500000000000002 57.205086850000008 60.770858000000011 72.839788400000018 74.615000000000009 112.00500000000001 54.73499850000001 2.5000000000000004 5209.5000000000009 92.02500000000002 57.670849000000011 53.506098950000009 44.046956350000009 3.5000000000000004 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 3 4 -2 13 6 -5 -8 10 -10 -7 -12 -13 14 24 -4 -17 18 -18 20 22 23 -11 -22 25 -3 -24 -28 -29 -9
right_child=1 2 15 5 -6 8 7 29 9 19 11 12 -14 -15 -16 16 17 -19 -20 -21 21 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=-121.99343136770281 -2997.1877781823778 2217.216034753983 203.26398179498824 1774.1865173659808 -31853.40569282473 -5657.9088940005331 9303.0016449139421 30364.735750552652 -6807.3650148086272 87957.755338541669 8003.8258315849343 37235.555745150974 202994.18929869187 65281.831292002687 -39623.18583972333 -46706.371712449683 -7361.9571381543828 2555.5213085587661 -41888.022892726964 -6503.7193911036629 -23558.748310030423 454.35495540880851 -5312.13272214272 -135694.73835937501 462.33543381227855 -12829.563789513333 20790.343225868175 4949.8659568675412 -57625.496724784578 136.47544720936523
leaf_weight=2406287 77255 7562 1260841 112961 1556 7529 52511 842 31739 165 14922 795 43 186 1115 949 8668 8985 935 6155 208 4660 2341 110 16206 18385 6543 1372 301 21677
leaf_count=2406287 77255 7562 1260841 112961 1556 7529 52511 842 31739 165 14922 795 43 186 1115 949 8668 8985 935 6155 208 4660 2341 110 16206 18385 6543 1372 301 21677
internal_value=0 176.041 -121.679 1329.39 -6514.41 2591.31 3816.4 6891.05 -404.231 -2728.74 4945.07 10010.4 45741.1 -5607.07 -5911.81 103.049 -6364.42 -4304.79 -10723.6 3194.45 6996.51 -3557.52 11896.5 -62347.9 -5020.1 -8444.33 10707.7 15272.3 -6308.46 1266.73
internal_weight=0 1.66752e+06 1.32539e+06 342129 45010 264874 187991 75030 76883 53594 23289 15760 838 43454 43268 1.28038e+06 19537 18588 9603 21855 15700 4978 10722 318 42153 25947 10557 8216 1673 22519
internal_count=4073804 1667517 1325388 342129 45010 264874 187991 75030 76883 53594 23289 15760 838 43454 43268 1280378 19537 18588 9603 21855 15700 4978 10722 318 42153 25947 10557 8216 1673 22519
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=6 0 6 4 0 6 6 1 4 1 1 0 0 0 0 7 1 0 6 1 1 0 1 2 6 6 6 2 6 0
split_gain=9.68394e+12 3.45933e+13 4.02561e+13 4.01981e+13 4.36856e+13 9.31015e+13 3.23904e+13 3.15519e+13 4.05134e+13 5.09617e+13 3.12038e+13 4.28804e+13 3.64216e+13 3.96223e+13 3.08565e+13 5.54477e+13 3.88378e+13 4.25539e+13 4.21866e+13 6.51886e+13 5.34968e+13 4.82148e+13 6.0162e+13 4.43984e+13 6.19885e+13 3.58497e+13 6.03534e+13 5.36275e+13 4.51597e+13 6.02256e+13
threshold=34.010000000000012 55.520061350000013 32.005000000000003 10.500000000000002 43.6005307 33.005000000000003 35.57500000000001 38.247071200000008 5.5000000000000009 37.343102500000008 43.56803845000001 55.850146250000009 55.554045200000012 55.539595350000006 55.775215600000003 6.0000000000000009 36.593086150000012 55.685785750000008 27.215000000000003 37.46219940000001 37.702956500000006 55.753967500000009 49.111590500000005 75.000000000000014 31.995000000000001 24.030000000000005 29.715000000000003 75.000000000000014 26.495000000000001 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -2 8 -1 -10 12 -12 13 -4 15 25 17 -17 19 -18 23 -22 -23 -20 -25 -3 27 28 -27 -30
right_child=6 2 10 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 18 -19 20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-499.49053931182254 -1755.0245958401943 -5150.1694044664473 -726.77318072969706 32312.821221690596 -3858.7760881690429 -52613.765862052671 -6.7049411730108366 431.16229214822971 -1629.1663258409569 -18979.112239802605 13108.167105377708 3747.4431040135396 1014.2940712859541 38354.883515181107 -228.01776947156407 14292.002491687594 19054.46928008195 183506.64836956523 -39953.002708320993 -4757.5010508565401 -7031.0891409904816 152087.22096036587 16897.806102053706 -13861.438070912882 111129.19183238636 7190.5458360362145 4800.1425454724304 12728.126748395503 28755.62648604911 92223.945502574235
leaf_weight=13397 109363 2273 491 772 38046 155 3413348 238015 3515 3266 5896 28788 47841 550 142657 42 1602 23 923 4072 2009 41 167 404 44 277 12196 3020 350 261
leaf_count=13397 109363 2273 491 772 38046 155 3413348 238015 3515 3266 5896 28788 47841 550 142657 42 1602 23 923 4072 2009 41 167 404 44 277 12196 3020 350 261
internal_value=0 389.809 1246.9 -342.575 -3336.17 18112.6 -60.9817 109.295 -3687.38 -9985.59 3044.66 5338.69 1416.95 19921.6 365.061 3419.02 -2860.65 74168 -3401.23 1965.58 -11888.2 -2285.95 43545.7 -27415.7 -1585.57 6606.18 8265.54 19080.3 40683.2 55867.3
internal_weight=0 551093 253927 297166 38973 927 3.52271e+06 258193 20178 6781 83566 34684 48882 1041 170361 27704 9327 65 9262 5674 3588 2217 208 1371 448 18377 16104 3908 888 611
internal_count=4073804 551093 253927 297166 38973 927 3522711 258193 20178 6781 83566 34684 48882 1041 170361 27704 9327 65 9262 5674 3588 2217 208 1371 448 18377 16104 3908 888 611
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=6 5 2 1 1 3 6 4 0 6 0 3 0 4 0 4 6 1 1 7 4 4 6 1 3 0 1 1 6 0
split_gain=8.78676e+12 4.57083e+13 1.02889e+14 8.77788e+13 9.75442e+13 8.11321e+13 7.98793e+13 1.25452e+14 1.15897e+14 1.17777e+14 1.15016e+14 1.23117e+14 9.64331e+13 9.78732e+13 8.77135e+13 1.05709e+14 1.18343e+14 1.53285e+14 1.68294e+14 8.88335e+13 9.44448e+13 8.02669e+13 7.74408e+13 8.0913e+13 7.43572e+13 7.31658e+13 1.09592e+14 7.21756e+13 7.12375e+13 7.06364e+13
threshold=88.825000000000003 2.5000000000000004 451.00000000000006 37.331232350000008 37.374856000000008 21.500000000000004 125.02000000000002 5.5000000000000009 59.939085000000013 116.05000000000001 59.905532300000012 4.5000000000000009 45.067157700000003 12.500000000000002 45.109778000000006 17.500000000000004 97.020000000000024 82.956351500000011 82.941727000000014 6.0000000000000009 6.5000000000000009 21.500000000000004 110.01500000000001 39.873894000000007 4.5000000000000009 60.034792100000011 30.389265100000003 30.362494150000003 247.90000000000001 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 22 -12 13 -9 -14 16 17 18 19 -16 29 -17 -4 -24 28 26 -10 -7 -6 -21
right_child=1 -3 5 4 24 27 -8 12 25 -11 11 -13 14 -15 15 21 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=35.414206097408986 25941.582220275617 -184.9516227109217 -27551.832810569831 -131278.99005698107 -88851.80234743515 -117987.04228125 14304.39675218165 -5353.7007957126116 30616.900997242647 -132141.15308657786 -70584.203702264087 -295426.39159482758 -69827.749776239812 26208.422417425492 4174.8969324981927 -51671.380481389206 -17276.892988707252 -69155.627440740413 199173.24756250001 65120.654214015151 29287.934417360797 -9879.4998484835014 184318.29295789931 -15845.736115828806 -13815.67342209589 -75297.279162176725 273708.65375 58622.719454004226 13267.673107489225 231014.2520089286
leaf_weight=3849942 233 205739 1638 109 318 25 2048 1997 255 122 152 29 230 1934 2302 805 2450 220 50 66 713 1071 36 46 756 58 20 311 87 42
leaf_count=3849942 233 205739 1638 109 318 25 2048 1997 255 122 152 29 230 1934 2302 805 2450 220 50 66 713 1071 36 46 756 58 20 311 87 42
internal_value=0 -609.048 -5423.54 -30479.2 -40830.4 -3157.68 -4161.3 -6817.79 -27897.5 -36896.1 -30783.5 -106609 -2637.33 10174.4 -8973.11 -7159.85 -528.922 11564.4 17161.1 14247 42488.3 -27812.6 -22804.3 72031.2 -32338.7 26769.5 48296.3 45482.1 -66915 129635
internal_weight=0 223862 18123 1503 1270 16620 16284 14236 2356 2023 1901 181 11880 3931 7949 7719 5843 3393 3173 3123 821 1876 1720 82 1161 333 275 336 405 108
internal_count=4073804 223862 18123 1503 1270 16620 16284 14236 2356 2023 1901 181 11880 3931 7949 7719 5843 3393 3173 3123 821 1876 1720 82 1161 333 275 336 405 108
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=4 0 0 6 6 5 5 1 1 1 5 6 7 1 1 1 0 1 6 2 2 0 7 2 6 0 0 0 6 0
split_gain=8.42761e+12 1.61745e+13 3.39878e+13 3.17772e+13 2.50052e+13 2.37523e+13 3.5896e+13 1.94575e+13 3.23698e+13 2.93215e+13 1.79875e+13 2.70885e+13 2.0402e+13 2.75756e+13 2.20262e+13 4.56509e+13 3.66673e+13 3.67469e+13 2.86544e+13 3.05277e+13 6.24445e+13 3.02716e+13 1.98672e+13 1.95062e+13 2.80691e+13 5.96106e+13 3.80965e+13 2.35044e+13 2.24455e+13 2.04974e+13
threshold=2.5000000000000004 44.046956350000009 44.601833250000006 100.05000000000001 149.05000000000004 3.5000000000000004 4.5000000000000009 39.079932600000006 40.024897700000004 39.231261550000006 3.5000000000000004 68.515000000000015 6.0000000000000009 38.430814800000007 39.044653900000007 38.965413050000002 45.029425500000009 38.977585500000011 168.45000000000002 5444.0000000000009 2892.5000000000005 47.207933300000008 6.0000000000000009 2810.0000000000005 142.05000000000004 56.262014700000009 59.825842200000004 44.878071950000013 83.010000000000005 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -3 9 -9 11 22 14 -14 15 23 17 -17 21 20 -20 -16 -4 24 26 -26 -12 -25 -29 -30
right_child=-2 2 10 -5 5 6 -8 8 -10 -11 12 -13 13 -15 18 16 -18 -19 19 -21 -22 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=8365.3730774246524 -24.201784999876626 1122.9348740920523 986.25397065582877 61078.647845791915 16186.937915634528 -167820.34129050927 -11256.347785949707 -14161.871281347032 -9203.0994789501001 -65170.196616777859 -5388.2967307350855 -4482.8456755177076 -122337.23765285328 -8417.1756429911529 -18911.723069746597 149898.32733487219 27708.976234679292 16419.121640624999 -125162.14111689816 -101687.98204656864 62911.213143382352 12755.092480701265 17199.477765132873 53369.698643880212 180601.06114430149 -20544.803267728366 93525.155531249999 21703.348347695843 -70210.17874773551 -9317.2604139149607
leaf_weight=3900 3961637 459 92643 55 41 27 32 195 667 267 176 9513 23 279 368 66 138 30 27 51 51 1680 762 75 34 26 50 185 69 278
leaf_count=3900 3961637 459 92643 55 41 27 32 195 667 267 176 9513 23 279 368 66 138 30 27 51 51 1680 762 75 34 26 50 185 69 278
internal_value=0 854.785 623.863 -13649.3 7099.32 -42276.9 -82904.3 -16237.4 -23295.4 -43640.7 844.008 600.772 7786.17 -17093.2 10060.3 21408.2 60725.2 108186 4185.6 -41527.1 -2191.1 7064.96 1118.52 11105.6 32637 93437.9 16495.2 960.702 -6427.78 -21425.7
internal_weight=0 112167 108167 1643 4000 100 59 1588 1129 462 106524 102918 3606 302 3304 1127 234 96 2177 129 78 2048 93405 893 286 60 226 607 532 347
internal_count=4073804 112167 108167 1643 4000 100 59 1588 1129 462 106524 102918 3606 302 3304 1127 234 96 2177 129 78 2048 93405 893 286 60 226 607 532 347
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 0 4 4 6 7 4 7 1 4 0 4 1 4 7 1 4 7 6 4 4 1 6 1 4
split_gain=8.34318e+12 4.67381e+13 1.97694e+14 1.75872e+14 3.14552e+14 3.10239e+14 2.31526e+14 2.0785e+14 2.05149e+14 1.73722e+14 1.63816e+14 1.63703e+14 2.69163e+14 1.66403e+14 2.438e+14 3.49022e+14 2.8846e+14 1.62187e+14 1.41723e+14 1.84841e+14 1.6083e+14 1.3909e+14 1.37574e+14 1.32528e+14 1.30377e+14 1.29167e+14 1.23278e+14 1.14906e+14 1.14373e+14 3.55266e+14
threshold=59.963561900000009 59.91832440000001 30.425503950000003 30.362494150000003 59.950512650000007 6.5000000000000009 59.939085000000013 9.5000000000000018 17.500000000000004 65.410000000000011 6.0000000000000009 4.5000000000000009 6.0000000000000009 30.315889700000003 5.5000000000000009 59.950512650000007 12.500000000000002 30.370944000000005 15.500000000000002 6.0000000000000009 30.509101000000005 3.5000000000000004 6.0000000000000009 101.02000000000002 10.500000000000002 13.500000000000002 30.370944000000005 84.810000000000016 30.389265100000003 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 11 5 6 21 10 28 -10 26 12 27 -13 22 -16 -17 -8 19 -4 -21 -5 -15 -20 -9 -18 -6 -3 29 -7
right_child=-2 2 18 4 7 8 17 24 9 -11 -12 13 -14 14 15 16 25 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.479182493585103 -618.26614017232146 48848.044073373487 -11234.325793694332 -126572.82121407647 -240386.06893005373 63757.147070249848 148814.15936031486 137708.53555623931 -86722.636823298264 76368.099268092119 -283218.76532258064 4341.9536413597889 -56363.256142119135 20811.942681814868 -31067.388186475102 10536.108978343207 253615.60775000002 25623.852526541319 2939.3166549215948 -130470.06305544567 -33399.911901295149 -11574.503568243954 -155829.44567708333 108208.81389735773 120.97816716336656 68634.58802425988 -39635.630963996649 8090.2945184382179 63625.663888670249 -27618.235534759206
leaf_weight=3801237 207164 1893 7369 112 32 1169 133 73 209 95 31 31590 371 2183 5462 851 75 544 4316 237 610 1726 45 123 1218 76 694 1090 2407 669
leaf_count=3801237 207164 1893 7369 112 32 1169 133 73 209 95 31 31590 371 2183 5462 851 75 544 4316 237 610 1726 45 123 1218 76 694 1090 2407 669
internal_value=0 33.125 2683.65 5376.59 18012.6 28016.8 -167.829 -16493.7 43599.1 -35756.8 -58096.8 2737.95 23964.5 970.558 -11282.4 -21114.9 33137.4 49825.2 -8540.92 -16319.5 -60561.2 -18582 17244.2 5856.22 7900.91 160513 -48484.1 33955 49282.1 30498.1
internal_weight=0 3.86664e+06 65403 52748 9112 7064 2515 2048 4549 304 757 43636 3354 40282 8692 6464 1002 677 12655 8216 847 1838 2228 4439 1291 151 726 2983 4245 1838
internal_count=4073804 3866640 65403 52748 9112 7064 2515 2048 4549 304 757 43636 3354 40282 8692 6464 1002 677 12655 8216 847 1838 2228 4439 1291 151 726 2983 4245 1838
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 1 0 7 0 0 6 0 4 2 4 7 0 0 1 1 1 0 1 1 0 4 4 1 1 4
split_gain=8.71499e+12 2.76785e+13 1.29965e+14 3.51418e+14 4.08809e+14 2.20163e+14 2.9631e+14 2.56804e+14 2.22085e+14 1.88441e+14 1.64457e+14 1.99283e+14 1.52065e+14 3.40256e+14 2.93665e+14 7.9513e+14 2.34212e+14 3.14343e+14 6.16595e+14 1.20827e+15 2.5004e+14 5.05197e+14 2.8244e+14 2.32196e+14 2.24242e+14 2.10744e+14 2.0454e+14 2.67775e+14 7.91547e+14 1.94013e+14
threshold=41.505000000000003 55.81943720000001 55.988910100000005 37.503969450000007 37.442254400000003 37.475446350000006 55.858844800000007 6.0000000000000009 55.883833400000007 55.93962770000001 91.02500000000002 55.922096200000006 20.500000000000004 75.000000000000014 22.500000000000004 6.0000000000000009 55.883833400000007 55.858844800000007 37.290808600000013 37.343102500000008 37.425454150000007 55.897267000000006 37.234509300000006 37.401708450000008 55.922096200000006 26.500000000000004 17.500000000000004 37.343102500000008 37.374856000000008 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 12 6 -6 -8 -9 10 -7 -12 16 14 15 -14 17 29 -19 -20 21 26 -23 25 -22 -15 27 -18 -29 -3
right_child=1 2 -4 -5 5 9 7 8 -10 -11 11 -13 13 23 -16 -17 20 18 19 -21 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=213.04576429376689 125.92254523993104 309.62359584814646 -36.862383581272404 -6117.0422763776587 -12482.035669102806 10555.508881408137 54183.889897751098 240023.45626302084 50401.060458156047 59247.811052129255 -123310.81941948159 148342.06052246093 -34075.054140328073 -12765.937776191036 -25574.068303918393 -329201.42785866483 -18096.611068454942 -26293.894086650627 252463.08107962101 39478.924974503971 -50161.864084647124 7413.564143628173 -36174.003201922671 39565.782510743826 111303.93310439562 64552.981028821785 222213.93680775317 542491.47136824334 64795.199972484697 75337.905453274419
leaf_weight=1305005 1830662 5909 792180 109469 591 4795 1666 150 105 794 173 32 296 7462 965 132 327 797 329 1399 1569 4020 2359 1120 91 370 79 37 555 366
leaf_count=1305005 1830662 5909 792180 109469 591 4795 1666 150 105 794 173 32 296 7462 965 132 327 797 329 1399 1569 4020 2359 1120 91 370 79 37 555 366
internal_value=0 -100.414 -542.082 -3284.16 5214.89 24712.2 49438.3 68488.3 161944 13992.2 6805.57 -80906.5 -531.509 -10177 -56152 -125095 5062.62 16674.8 46469.4 80029.7 -6245.04 1645.5 -8705.43 -3022.92 -41310.4 -9113.23 67806.4 54533.1 94651.2 4685.78
internal_weight=0 2.7688e+06 938137 145957 36488 8306 2512 1921 255 5794 5000 205 28182 10345 1393 428 17837 8800 2525 1728 9037 7377 6379 8952 1660 7832 998 919 592 6275
internal_count=4073804 2768799 938137 145957 36488 8306 2512 1921 255 5794 5000 205 28182 10345 1393 428 17837 8800 2525 1728 9037 7377 6379 8952 1660 7832 998 919 592 6275
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 5 6 2 4 0 0 1 6 7 7 4 1 0 0 0 1 1 1 0 6 3 4 1 1 3 0 0 1 3
split_gain=9.49874e+12 3.95659e+13 8.39545e+13 1.76811e+14 3.63438e+14 2.95972e+14 2.33204e+14 1.80813e+14 1.51899e+14 2.36261e+14 1.64701e+14 2.34028e+14 1.42112e+14 1.15965e+14 1.06944e+14 2.71852e+14 1.22514e+14 1.0138e+14 1.51812e+14 1.14526e+14 1.01063e+14 9.39871e+13 1.31407e+14 1.41412e+14 2.49573e+14 1.08948e+14 9.98369e+13 1.89374e+14 1.04786e+14 8.7793e+13
threshold=451.00000000000006 1.5000000000000002 45.305000000000007 75.000000000000014 22.500000000000004 55.858844800000007 55.649510000000014 37.729575300000008 53.005000000000003 6.0000000000000009 6.0000000000000009 8.5000000000000018 37.475446350000006 55.660117850000006 55.660117850000006 55.685785750000008 37.401708450000008 37.425454150000007 37.563506350000004 55.81943720000001 50.795000000000009 2.5000000000000004 14.500000000000002 37.442254400000003 37.543519500000009 7.5000000000000009 55.801384500000005 55.749683450000006 37.618684050000006 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 4 5 6 -4 8 10 13 11 20 -7 -10 -6 -16 -17 -13 19 -19 -8 -12 23 -23 25 -25 27 -26 -28 -9
right_child=-2 -3 3 -5 14 12 7 29 9 -11 21 17 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=-57.589177627991518 -68.188830071939648 947.97952436894104 -9010.6089077101115 -13422.64365163261 -49526.654834090295 26409.162051169289 13450.827182729008 -73252.980400588916 215012.55196496213 149067.5586974546 -57123.716538055989 -3543.2513142213984 -90224.966791401646 19436.499008645067 88820.353075009305 -112011.54136633212 -14839.21596440129 144566.30901263401 49465.733329192582 -75281.43019531251 -140680.55481150793 -75905.663256422136 3196.6524399042132 114626.46036005435 -25589.744039253568 324961.31102594337 -171641.65304276318 168040.19428710939 53882.282552083343 26637.295001719736
leaf_weight=237867 3396489 415853 1341 14088 922 151 131 197 33 332 163 118 339 373 252 137 2451 454 397 25 63 59 1024 46 92 53 38 112 45 159
leaf_count=237867 3396489 415853 1341 14088 922 151 131 197 33 332 163 118 339 373 252 137 2451 454 397 25 63 59 1024 46 92 53 38 112 45 159
internal_value=0 341.942 -621.955 -6311.46 4226.28 20048.1 26979.1 39309.7 46108.4 86498.2 35538.4 63863.7 -54282.6 35333.1 -19935.5 -10328.8 -19983.2 83471.7 95192.9 133092 -36602.1 14919.2 22913 68282.9 90322.1 227230 43096 80716.9 -49369.6 -28639.1
internal_weight=0 677315 261462 23595 9507 5745 5255 3914 3558 738 2820 1188 490 406 3762 2840 2588 994 876 479 194 1632 1469 445 386 99 287 204 83 356
internal_count=4073804 677315 261462 23595 9507 5745 5255 3914 3558 738 2820 1188 490 406 3762 2840 2588 994 876 479 194 1632 1469 445 386 99 287 204 83 356
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=1 0 1 7 4 4 0 0 0 6 6 6 6 0 0 0 4 4 1 1 0 3 0 6 0 0 0 4 0 1
split_gain=8.59147e+12 5.42443e+13 5.12561e+13 9.15815e+13 1.5791e+14 2.75835e+14 1.70917e+14 2.34024e+14 2.52332e+14 2.02618e+14 2.73835e+14 2.0215e+14 1.9419e+14 1.53883e+14 2.17353e+14 2.03948e+14 1.50672e+14 1.38929e+14 1.32516e+14 1.26766e+14 1.79056e+14 1.837e+14 1.5571e+14 1.09343e+14 9.54646e+13 9.73658e+13 9.42531e+13 1.01723e+14 9.17196e+13 1.23435e+14
threshold=30.303340300000002 54.604289300000012 30.345769800000003 6.0000000000000009 13.500000000000002 20.500000000000004 59.838047850000002 59.91832440000001 59.950512650000007 105.00500000000001 65.00500000000001 83.010000000000005 38.605000000000011 59.825842200000004 59.939085000000013 59.856552950000008 4.5000000000000009 17.500000000000004 30.323041000000003 30.315889700000003 59.982409200000006 6.5000000000000009 60.01610465000001 80.720000000000013 60.064438250000002 60.042359000000012 60.042359000000012 9.5000000000000018 60.028671700000011 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 11 -9 10 28 12 -8 -7 15 -15 -5 -13 23 20 21 -12 -22 -6 25 -16 -18 -28 29 -10
right_child=2 -3 -4 16 5 13 7 8 9 -11 19 17 -14 14 24 -17 26 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-94992.587455174187 586.37612960957756 -674.93628489401419 -21.337668707722976 -50992.452249323796 -39393.007720905174 47871.338720096566 9683.2003635704095 -33886.646547057731 112973.39302246094 -54059.510347962278 -78062.600183823539 63591.323545176943 101909.88276406169 -503.39178696617046 10720.584908781117 -64191.439724505508 1089.0149253665047 -38231.318374679337 12800.698383645069 64088.386607472668 332818.43787674583 162002.42661994486 112256.25766858552 -238643.39287683825 -2452.8672905671842 61180.829137489774 -172049.53840013588 -20708.529882453855 -2455.3072898609412 5555.9694794497291
leaf_weight=61 19084 163475 3834081 582 145 644 282 652 200 217 51 268 1199 1057 1192 959 40959 268 1882 423 73 85 57 34 3001 563 46 1287 747 230
leaf_count=61 19084 163475 3834081 582 145 644 282 652 200 217 51 268 1199 1057 1192 959 40959 268 1882 423 73 85 57 34 3001 563 46 1287 747 230
internal_value=0 -710.117 29.6987 2598.08 6531.35 14504.8 29031 39462 20404.5 37398.1 48033.9 65303.5 84348.8 1159.68 -3282.48 -30799.4 -458.059 12680 4980.62 98102.7 152193 71978 236110 -77239.4 8381.56 26908.1 237.369 -25931.1 18724.2 55517.6
internal_weight=0 163536 3.91027e+06 76187 33313 14229 6813 4752 2735 2083 1866 2017 1481 7416 6772 2016 42874 536 2061 689 266 136 130 179 4756 1755 42292 1333 1177 430
internal_count=4073804 163536 3910268 76187 33313 14229 6813 4752 2735 2083 1866 2017 1481 7416 6772 2016 42874 536 2061 689 266 136 130 179 4756 1755 42292 1333 1177 430
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 4 1 4 6 0 6 5 0 6 1 5 4 1 6 4 0 4 4 6 7 0 3 6 0 6
split_gain=8.62409e+12 2.54822e+14 4.53474e+14 4.27248e+14 1.68897e+14 2.9711e+14 1.58028e+14 2.19887e+14 1.22139e+14 1.11656e+14 9.00938e+13 1.04232e+14 1.38211e+14 4.82398e+14 2.49405e+14 1.48733e+14 2.54204e+14 1.4588e+14 1.44915e+14 1.35754e+14 1.33735e+14 1.30517e+14 1.26168e+14 1.2472e+14 2.29127e+14 2.1586e+14 1.87242e+14 1.52449e+14 1.24852e+14 1.21767e+14
threshold=43.56803845000001 42.186961750000002 44.249882500000005 9613.5000000000018 45.71452080000001 4.5000000000000009 47.17130860000001 7.5000000000000009 41.990000000000002 51.659529100000007 38.010000000000012 2.5000000000000004 56.309668500000008 62.625000000000007 43.932356550000009 1.5000000000000002 8.5000000000000018 44.064675150000006 101.02000000000002 5.5000000000000009 54.188398350000007 23.500000000000004 7.5000000000000009 71.715000000000018 6.0000000000000009 56.228352100000002 18.500000000000004 74.615000000000009 56.006509350000009 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 -1 3 -3 5 -2 7 9 -4 -6 -7 12 -12 15 18 16 19 22 -15 -14 21 -13 29 -22 25 28 -27 -26 -25 -16
right_child=4 2 8 -5 6 10 -8 -9 -10 -11 11 20 13 14 17 -17 -18 -19 -20 -21 23 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-6.2337416234669716 -8491.2987419135261 4296.1038097169576 -10696.693515758729 -55432.734252044851 -10700.787330207428 446.32208277723157 -9.5416918360997265 -581.56541541505158 -32032.172091486733 -38829.201881112109 7177.8986355833176 10043.451172180377 15860.258690831281 -3416.8118477032158 208683.96744295841 569.05694917981293 16021.584147590784 -112723.32048141892 180720.32498301633 135766.42330395753 -9866.6570775419314 182579.99204101565 72519.787576482078 -4523.2159795215184 77341.234756174395 24618.212020325307 -101649.76533854168 -38493.491090037736 -85031.702339151467 89199.263144232304
leaf_weight=2023178 17301 17992 4126 1283 2622 25781 1878594 8770 7673 3056 40799 12337 138 603 151 6180 2865 37 46 299 10600 44 1168 566 124 5506 120 1357 292 196
leaf_count=2023178 17301 17992 4126 1283 2622 25781 1878594 8770 7673 3056 40799 12337 138 603 151 6180 2865 37 46 299 10600 44 1168 566 124 5506 120 1357 292 196
internal_value=0 -144.264 -9131.17 320.379 146.742 3684.28 -89.6677 -10508 -24571.4 -25840 5613.15 7209.81 9924.01 19513.9 61689.9 9723.84 26857.9 83457.9 9634.51 97901.3 2606.74 10656.6 88249.1 -2761.72 6693.68 14799.6 21925 -28795 -31922.4 141194
internal_weight=0 2.05425e+06 31074 19275 2.01955e+06 126510 1.89304e+06 14448 11799 5678 109209 83428 52482 11683 2201 9482 3302 1552 649 437 30946 12381 1515 18565 7965 6484 5626 1481 858 347
internal_count=4073804 2054252 31074 19275 2019552 126510 1893042 14448 11799 5678 109209 83428 52482 11683 2201 9482 3302 1552 649 437 30946 12381 1515 18565 7965 6484 5626 1481 858 347
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=4 0 6 0 0 6 6 2 0 2 2 0 6 1 6 1 1 0 0 0 1 6 1 1 1 0 6 6 6 0
split_gain=8.71772e+12 1.50559e+13 2.06936e+13 1.85218e+13 2.72799e+13 6.63038e+13 3.38525e+13 1.83325e+13 1.67515e+13 1.56013e+13 2.8878e+13 3.40427e+13 2.74265e+13 2.56218e+13 2.23955e+13 2.81674e+13 2.73954e+13 5.19303e+13 4.46638e+13 3.74599e+13 4.26352e+13 3.37817e+13 3.31858e+13 3.18837e+13 3.26922e+13 2.75958e+13 5.15055e+13 2.38513e+13 2.30539e+13 2.87295e+13
threshold=2.5000000000000004 60.034792100000011 168.45000000000002 61.686687400000004 61.78914120000001 82.905000000000015 73.41500000000002 8009.5000000000009 60.01610465000001 2892.5000000000005 2764.0000000000005 56.888401950000009 42.005000000000003 91.292296250000007 59.815000000000005 39.231261550000006 38.893394150000006 45.040161900000008 44.878071950000013 45.022979600000006 38.989878900000008 118.04500000000002 37.543519500000009 37.475446350000006 37.957884500000006 45.090603300000005 90.045000000000016 74.015000000000015 114.05000000000001 45.055912800000009
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 9 10 13 14 -11 -1 -12 16 18 19 22 20 -18 23 -16 27 -25 26 -19 -20 29 -28
right_child=-2 2 -4 4 6 -7 -8 -9 -10 12 11 -13 -14 -15 15 -17 17 25 21 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=2912.4848192636387 -24.614815445322932 -12996.185920109023 86308.008349609387 -31833.933156752315 -1898.2492029336311 150352.77305772572 -49357.668151855469 18017.644395794425 52671.780545479909 -416.65869822467744 -546.36350173169103 -44350.067298027396 4032.2106364288579 -15931.260377628787 114077.92283266129 -15894.779567025877 43764.999092574668 23998.359036603415 23401.266413885678 -23087.476898909415 -22089.465261314657 -91933.209653172351 7037.7755966497934 -80355.057963575062 -21839.122502991784 7189.9195971134732 234603.89921875001 -23099.162170289295 56616.460365853658 72322.014843750003
leaf_weight=22939 3961637 1812 25 87 2478 36 160 485 63 23425 19645 193 33926 745 31 2409 226 359 243 716 174 66 441 117 519 560 24 202 41 20
leaf_count=22939 3961637 1812 25 87 2478 36 160 485 63 23425 19645 193 33926 745 31 2409 226 359 243 716 174 66 441 117 519 560 24 202 41 20
internal_value=0 869.373 -4448.31 -4896.89 -375.657 18719.9 -4776.76 10435.3 1121.79 1091.44 -205.942 -2507.88 2215.07 2319.74 -2194.79 -7462.09 -2029 5451.26 -11824 -9393.65 15118.3 -22478.8 14068 -18238.3 -32603.8 21952.2 40571.2 2293.21 110567 160839
internal_weight=0 112167 5083 5058 3246 608 2638 572 107084 107021 49670 25986 57351 23684 25793 6148 3739 2120 1619 1116 400 1147 472 1081 636 1004 444 445 85 44
internal_count=4073804 112167 5083 5058 3246 608 2638 572 107084 107021 49670 25986 57351 23684 25793 6148 3739 2120 1619 1116 400 1147 472 1081 636 1004 444 445 85 44
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 6 2 0 6 6 4 7 4 1 5 1 6 6 4 5 4 3 1 6 6 4 1 4 1
split_gain=8.75686e+12 2.7505e+13 1.40979e+14 1.18268e+14 7.8685e+13 2.23203e+14 1.97575e+14 1.38806e+14 1.70044e+14 1.72938e+14 1.368e+14 1.2544e+14 1.76015e+14 8.18845e+13 8.17588e+13 7.92245e+13 7.73285e+13 7.36677e+13 7.59965e+13 9.52316e+13 1.41063e+14 1.38189e+14 7.15532e+13 6.98509e+13 6.97851e+13 6.7618e+13 7.34384e+13 6.73922e+13 6.20315e+13 5.76357e+13
threshold=60.753246850000004 60.05226170000001 30.624707450000006 63.728898350000001 30.226173900000003 4.5000000000000009 82.00500000000001 3338.0000000000005 60.064438250000002 96.050000000000011 87.015000000000015 11.500000000000002 6.0000000000000009 15.500000000000002 30.277905650000005 2.5000000000000004 30.410676000000006 63.005000000000003 67.91500000000002 6.5000000000000009 2.5000000000000004 13.500000000000002 12.500000000000002 30.330566300000005 105.00500000000001 101.02000000000002 8.5000000000000018 30.242318500000007 22.500000000000004 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 8 25 17 16 12 -7 -11 -8 27 -6 -10 19 20 -19 -21 -20 -16 -25 26 -3 28 -13 -29
right_child=-2 2 3 -5 5 6 14 -9 9 13 -12 15 -14 -15 23 -17 -18 18 22 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=5.2941849512997212 1234.2997947902995 16551.91429436221 -60039.644289842996 -2184.2981372503586 4507.9411845993873 -12900.008767352958 -90730.854446847108 -4915.2137378357147 20119.889920103382 250989.97965856484 161976.23754650299 -111963.94783653846 -80305.178928190391 25677.465353260872 5399.6155182957273 19224.526042345224 59024.126087294069 355362.89656723489 17717.814996358033 -12556.389618210567 32751.017841372286 190243.33084542412 156994.41320684526 -43197.118656412764 -177924.77811137354 -114928.77352454144 -132466.34547446648 -27.700597219009019 -18239.994796697443 -18842.099597955705
leaf_weight=3987094 56679 171 777 648 571 2641 322 3127 1566 54 84 104 454 23 313 1751 478 33 303 84 23 56 42 363 43 92 41 13801 220 1846
leaf_count=3987094 56679 171 777 648 571 2641 322 3127 1566 54 84 104 454 23 313 1751 478 33 303 84 23 56 42 363 43 92 41 13801 220 1846
internal_value=0 -17.4152 -3032.44 -33730.7 -1503.22 -4095.09 -6338.36 9109.37 26735.9 36489.6 39182.3 -4212.29 -22787.6 183689 -48853.6 -968.272 29349.4 31110.2 62923.1 112649 222862 68563.5 34673.2 -30099.1 -57466.3 -43336.2 -12267.7 -3182.13 -48324.2 -2247.38
internal_weight=0 4.01712e+06 30031 1425 28606 22991 21858 5615 2488 2184 1133 20817 3095 77 1041 17722 1049 2107 541 196 56 140 345 719 406 304 212 15971 324 15647
internal_count=4073804 4017125 30031 1425 28606 22991 21858 5615 2488 2184 1133 20817 3095 77 1041 17722 1049 2107 541 196 56 140 345 719 406 304 212 15971 324 15647
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 2 0 4 3 2 1 4 4 0 7 1 6 1 0 0 5 2 3 6 4 0 6 1 6 1
split_gain=8.68725e+12 5.51483e+13 8.48714e+13 7.8427e+13 1.41849e+14 7.38009e+13 6.6399e+13 7.0519e+13 5.85264e+13 7.9987e+13 9.94649e+13 6.52944e+13 8.03002e+13 9.62808e+13 7.89229e+13 7.84484e+13 7.05521e+13 7.4318e+13 9.3401e+13 6.55509e+13 6.45719e+13 1.49558e+14 6.10553e+13 5.89489e+13 5.43382e+13 5.42941e+13 5.31732e+13 5.28623e+13 5.27671e+13 5.96944e+13
threshold=49.010000000000012 54.010000000000012 38.109452700000006 37.71815560000001 37.682335600000009 75.000000000000014 55.710673100000008 12.500000000000002 13.500000000000002 2828.5000000000005 30.084656550000002 7.5000000000000009 23.500000000000004 59.933037250000005 6.0000000000000009 30.260128500000004 50.995000000000012 30.205407000000005 59.856552950000008 59.990753350000013 1.5000000000000002 75.000000000000014 1.5000000000000002 52.015000000000008 14.500000000000002 55.660117850000006 51.015000000000008 37.843405600000004 48.025000000000013 30.509101000000005
decision_type=2 2 2 2 2 2 2 2 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 3 4 8 6 24 -8 9 10 -2 16 13 22 20 19 17 18 -12 -15 25 26 -13 -21 27 -14 -22 -5 -1 -30
right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 11 12 14 15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=40.938507241836177 -39536.280815291248 84.317886894307236 -2381.6838317913921 13347.276289293426 -23457.945259933385 3183.8910415755631 7962.9779673992125 43458.475416495581 7113.8268833594848 6011.5150129640206 47297.495651699632 -20818.539264894443 -106870.26188858697 -23082.369835067435 913.97292240300055 -20048.690164189327 -575.4405153364595 15282.795556911471 255369.10438058036 33492.096778407664 41023.915122767859 22862.491716208653 -1255.6715439859172 -8362.5338778372225 -5572.4998388114836 9295.4694980514378 156928.87052010998 70231.701305714145 -8547.2487396159213 3273.9639392936128
leaf_weight=1987481 719 1674459 230658 1007 2573 16557 929 1408 11125 13720 94 1703 46 674 3809 6498 5676 2738 28 763 56 684 25240 602 1597 321 135 195 4520 77789
leaf_count=1987481 719 1674459 230658 1007 2573 16557 929 1408 11125 13720 94 1703 46 674 3809 6498 5676 2738 28 763 56 684 25240 602 1597 321 135 195 4520 77789
internal_value=0 -148.407 -1330.87 1119.94 -372.794 6432.46 16904.9 29348.4 423.097 -748.987 -2612.04 -2070.98 -3745.06 -5424.49 8051.83 -14678.9 5877.97 18685.5 95051.6 2433.89 29942.4 44709.3 -2492.19 15033.1 6515.4 -5264.81 122946 22575.6 143.691 2624.8
internal_weight=0 2.00401e+06 329555 98897 77204 21693 5136 2337 74631 63506 49786 49067 40531 35480 5051 8537 8536 2860 122 2039 1242 875 26943 1365 2799 367 191 1202 2.06979e+06 82309
internal_count=4073804 2004014 329555 98897 77204 21693 5136 2337 74631 63506 49786 49067 40531 35480 5051 8537 8536 2860 122 2039 1242 875 26943 1365 2799 367 191 1202 2069790 82309
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=2 6 7 0 1 0 0 1 6 3 5 4 3 6 3 1 4 0 0 6 4 6 1 0 6 5 6 1 6 0
split_gain=9.11454e+12 5.98414e+13 7.49919e+13 3.12433e+14 3.13008e+14 1.55522e+14 2.05427e+14 2.16546e+14 2.42557e+14 2.65967e+14 1.05679e+14 1.51283e+14 9.70218e+13 1.16465e+14 1.04435e+14 9.698e+13 8.70109e+13 8.4977e+13 9.75185e+13 1.78273e+14 9.35013e+13 8.90781e+13 8.0258e+13 7.87127e+13 1.58693e+14 7.15764e+13 1.05257e+14 1.1083e+14 1.05168e+14 1.73838e+14
threshold=36.000000000000007 94.02500000000002 6.0000000000000009 55.649510000000014 37.534144550000008 55.728148450000006 55.768246800000007 37.682335600000009 99.050000000000011 2.5000000000000004 3.5000000000000004 27.500000000000004 10.500000000000002 122.65000000000002 6.5000000000000009 37.331232350000008 20.500000000000004 55.710673100000008 55.696737300000009 110.01500000000001 9.5000000000000018 95.045000000000016 37.488790500000007 55.866549750000011 99.050000000000011 2.5000000000000004 91.02500000000002 37.543519500000009 72.020000000000024 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 15 17 7 8 -7 -10 11 22 13 14 -11 -4 -8 18 20 -20 -3 -22 -5 -12 -25 26 28 -28 -1 -30
right_child=-2 2 3 10 -6 6 16 -9 9 12 23 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-229.41690456412499 41.440812449839193 59803.608214689564 94822.171475290699 140823.74535723639 71941.434767240644 15889.101178942228 17277.174641915044 4409.3745722073227 690.16842105263163 -329444.1955671038 36362.054769100701 -3981.1060486288634 -118926.84034090908 -222601.25703125002 -624451.6276785715 -59349.079552335432 -39139.182641016479 79339.585676788178 -16407.445283717108 -321441.44204101566 -97635.696245659725 10080.889385517467 66850.216251707796 -265882.75653935189 -4903.664192899817 -3854.4548721825468 -31206.473676215275 -279343.65798611112 -16910.78529564332 25642.346105913708
leaf_weight=219490 3783399 380 43 179 272 57 676 134 38 28 406 272 22 38 21 798 459 193 95 24 81 1471 812 27 170 59174 54 27 1301 3663
leaf_count=219490 3783399 380 43 179 272 57 676 134 38 28 406 272 22 38 21 798 459 193 95 24 81 1471 812 27 170 59174 54 27 1301 3663
internal_value=0 -539.891 8804 20625.2 -21307.4 -670.112 -25917.1 -94350.3 -159222 -227122 45636.4 62079.9 -306543 -353986 -455876 -51466.4 -5537.9 15902.5 9932.99 -77926.9 15344.7 4459.08 80211.7 11194.9 -40672.4 -760.422 54.9796 -113919 96.11 14489.7
internal_weight=0 290405 6696 2979 1113 3717 1473 338 204 147 1866 1263 109 87 49 841 1135 2244 2051 119 1932 1552 991 603 197 283709 224535 81 224454 4964
internal_count=4073804 290405 6696 2979 1113 3717 1473 338 204 147 1866 1263 109 87 49 841 1135 2244 2051 119 1932 1552 991 603 197 283709 224535 81 224454 4964
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=6 0 3 0 1 1 6 4 4 0 7 0 0 6 3 6 6 4 4 4 1 3 4 1 1 4 4 1 4 3
split_gain=9.06682e+12 4.27105e+13 8.6469e+13 6.83058e+13 1.13955e+14 6.76014e+13 9.46224e+13 9.09254e+13 7.90118e+13 6.31713e+13 1.13794e+14 6.8308e+13 6.38646e+13 6.27171e+13 6.20617e+13 6.19733e+13 6.05078e+13 5.95792e+13 5.79935e+13 1.30918e+14 1.41164e+14 7.22683e+13 6.55703e+13 6.5373e+13 1.60461e+14 2.1661e+14 1.00421e+14 9.75768e+13 8.94689e+13 8.54208e+13
threshold=88.825000000000003 44.739668300000005 17.500000000000004 44.878071950000013 37.318079750000003 40.377616600000003 189.00000000000003 3.5000000000000004 19.500000000000004 43.550475500000012 6.0000000000000009 43.472751400000007 43.6005307 104.01000000000001 5.5000000000000009 106.49500000000002 138.05000000000004 8.5000000000000018 7.5000000000000009 4.5000000000000009 40.024897700000004 7.5000000000000009 24.500000000000004 39.723160900000003 39.718675700000013 15.500000000000002 18.500000000000004 39.703507450000011 13.500000000000002 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 5 4 15 6 18 -8 -7 11 12 -4 13 -11 -9 -3 -6 -16 19 20 -2 22 -20 24 27 29 28 -23 -25 -26
right_child=1 3 9 -5 16 8 7 14 -10 10 -12 -13 -14 -15 17 -17 -18 -19 21 -21 -22 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=35.974145717413869 22856.089901082785 134331.1885054977 -45676.433023648657 -933.85590256965543 -43223.740569887072 403.36549530825118 103910.00210503473 -105049.54917662377 -198539.3228125 -282467.91664299247 95361.993573588727 176833.66015625 -51785.414595831011 -104848.63018750001 138571.23572520382 -56104.710218749999 -159839.67992407226 -48327.561505681821 40662.732923975665 -15058.870462581161 235575.10107421875 470.13270400954599 -122467.13 9501.6800669794502 -369968.57109375001 18851.128925304878 -21273.200855543513 98183.933308490959 100698.39181912103 -145072.86280153508
leaf_weight=3849942 1243 54 37 205367 404 10929 36 153 20 33 31 22 84 50 23 25 50 66 1711 1551 32 987 25 184 24 82 209 114 259 57
leaf_count=3849942 1243 54 37 205367 404 10929 36 153 20 33 31 22 84 50 23 25 50 66 1711 1551 32 987 25 184 24 82 209 114 259 57
internal_value=0 -618.677 4057.9 -1026.65 -36778.8 4893.83 12760.2 -44368 39.9667 -53530.4 -80594.1 37293.4 -113257 -175468 -66425.9 74066.7 -56066.9 -27.8723 15211.8 4455.84 28194.9 23535 38313.5 10144.8 -3121.53 -95721.5 35863.6 10587.6 62819.8 -211709
internal_weight=0 223862 17962 205900 533 17705 6756 278 10949 257 198 59 167 83 242 79 454 89 6478 2826 1275 3652 1736 1916 1264 163 652 1101 443 81
internal_count=4073804 223862 17962 205900 533 17705 6756 278 10949 257 198 59 167 83 242 79 454 89 6478 2826 1275 3652 1736 1916 1264 163 652 1101 443 81
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=3 4 6 3 1 6 0 2 2 0 6 1 6 2 7 1 6 6 1 0 6 1 6 1 1 1 5 1 6 0
split_gain=8.15036e+12 7.9103e+13 8.41033e+13 8.25265e+13 9.41284e+13 1.28488e+14 6.51976e+13 5.88537e+13 1.15521e+14 1.03552e+14 7.99938e+13 7.15943e+13 6.38443e+13 6.20308e+13 5.65256e+13 8.25453e+13 8.092e+13 6.76398e+13 6.2762e+13 6.82861e+13 6.81802e+13 6.11647e+13 1.94435e+14 7.98343e+13 1.1012e+14 8.71867e+13 5.89438e+13 5.74235e+13 5.36355e+13 8.89748e+13
threshold=4.5000000000000009 7.5000000000000009 59.245000000000012 6.5000000000000009 28.601854300000003 78.605000000000004 54.707511300000007 2865.5000000000005 7457.0000000000009 57.125462300000009 112.00500000000001 65.534455000000023 138.05000000000004 2691.5000000000005 6.0000000000000009 30.345769800000003 84.810000000000016 94.02500000000002 30.330566300000005 54.707511300000007 78.605000000000004 47.899251850000006 86.030000000000015 82.901648750000021 65.534455000000023 83.658467900000019 1.5000000000000002 30.260128500000004 134.05000000000004 54.762682300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 10 9 28 13 -11 -12 -7 26 16 18 -18 19 -16 -21 -17 -23 24 -24 -25 27 -4 -9 -30
right_child=1 -3 3 4 5 7 -8 8 -10 11 12 -13 -14 -15 15 21 17 -19 -20 20 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=149.78139796441593 -750.77887268523159 77.171398380378591 127351.971875 138190.82219941737 -3925.0890372091899 -76876.052678571432 -2738.0111288534631 -32305.323401543475 -85670.048249918618 29588.582552083331 -179315.60426274274 264093.82430366846 -58026.450406249998 5177.7737721263111 129675.00184391803 -6739.6043817578902 -118019.46123046876 22322.564348060347 200851.89715909094 5995.9577753532449 145622.53915550595 -4845.019581342025 63883.079215706166 -185654.02992187502 204112.32191051135 83893.039947916681 -4852.9451030628652 -45469.111813950112 236011.1377418155 -18179.089980468751
leaf_weight=1920388 172049 1921139 20 59 1267 259 74 349 240 30 103 23 75 143 93 2662 45 145 33 209 42 763 154 20 88 30 52744 497 21 40
leaf_count=1920388 172049 1921139 20 59 1267 259 74 349 240 30 103 23 75 143 93 2662 45 145 33 209 42 763 154 20 88 30 52744 497 21 40
internal_value=0 -133.573 -1876.62 -5092.72 -22235.9 -26513.5 59779.3 -48820.3 -29366.3 -180.717 -72399.9 131355 -128211 -47687.8 -4293.44 6757.49 42298.2 -10916.3 69117.2 56479.9 29359.8 1336.03 21712.6 91108.2 114876 -23925.8 -5182.31 -38783.6 -17184.1 69329
internal_weight=0 2.15342e+06 232277 60228 2683 2550 133 1283 703 463 580 53 178 402 57545 4284 567 190 377 344 251 3717 1055 292 242 50 53261 517 410 61
internal_count=4073804 2153416 232277 60228 2683 2550 133 1283 703 463 580 53 178 402 57545 4284 567 190 377 344 251 3717 1055 292 242 50 53261 517 410 61
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=4 1 4 3 1 1 3 0 6 0 0 0 1 4 1 4 0 4 0 0 1 0 6 0 1 0 6 1 0 6
split_gain=8.63265e+12 4.94827e+13 1.26104e+14 8.99048e+13 9.90912e+13 1.77436e+14 1.70009e+14 1.49885e+14 8.92997e+13 8.29253e+13 2.49475e+14 4.78331e+14 2.41041e+14 2.331e+14 1.84473e+14 2.14695e+14 1.48024e+14 1.42431e+14 1.21966e+14 2.92938e+14 4.91672e+14 1.5863e+14 2.2567e+14 1.28617e+14 1.25885e+14 1.20643e+14 1.10691e+14 1.24605e+14 1.34752e+14 1.0923e+14
threshold=10.500000000000002 37.957884500000006 11.500000000000002 9.5000000000000018 60.636764050000004 60.590708550000009 5.5000000000000009 56.83050475000001 156.15000000000003 55.579943700000008 55.696737300000009 55.702806750000008 38.657016300000002 14.500000000000002 37.978059650000013 16.500000000000004 55.60524465000001 24.500000000000004 55.145978450000008 55.161746650000005 61.29689960000001 55.193450100000007 90.045000000000016 55.102137100000007 61.335446300000008 55.710673100000008 94.02500000000002 38.247071200000008 55.303261650000003 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 4 5 -3 -7 -8 -5 12 16 13 26 -12 25 -16 -11 -15 23 -20 21 -21 -23 -14 -22 -13 27 -4 -29 -25
right_child=1 2 9 8 -6 6 7 -9 -10 10 11 14 18 17 15 -17 -18 -19 19 20 24 22 -24 29 -26 -27 -28 28 -30 -31
leaf_value=112.6476119360041 469.90050293517697 264.34407046020607 6213.4717425173012 -16321.328161777466 -13345.021054026523 19753.006144787018 358438.2316731771 101073.03539767796 -91316.217515816723 -4382.6795596590619 96745.558671746519 14099.875017614841 -8.8439199778884792 4057.0451480646511 -4450.3282486370808 1129.4487377649518 -28640.041809321367 54927.180294676698 34080.087617006044 45609.639438954393 -31588.70522911115 647.23476371522611 131145.58229651485 -3870.7965349077081 -4472.2907697254386 -22617.684796430996 79674.107540201832 91737.767773920219 24831.394503174455 -25645.459759039124
leaf_weight=2547999 653419 8692 3566 6128 6661 168 33 72 163 4735 570 1044 517788 1324 121335 159749 5367 942 3533 2266 2816 2202 141 6722 4367 6264 300 373 1560 3505
leaf_count=2547999 653419 8692 3566 6128 6661 168 33 72 163 4735 570 1044 517788 1324 121335 159749 5367 942 3533 2266 2816 2202 141 6722 4367 6264 300 373 1560 3505
internal_value=0 -188.114 -680.969 -8170.41 -4106.57 2757.6 82140 181959 -18264.4 -487.963 -1820.97 -1285.08 243.504 39583.2 -1686.97 -1279.16 -17270.2 25204.3 27.0599 8821.46 1253.72 26745.1 8500.53 -228.187 -15102.9 -17372.3 20523.3 17296.3 37741.9 -11333.4
internal_weight=0 1.5258e+06 872386 21917 15626 8965 273 105 6291 850469 301330 291228 549139 2836 288392 281084 10102 2266 543340 15325 11792 4609 2343 528015 7183 7308 5799 5499 1933 10227
internal_count=4073804 1525805 872386 21917 15626 8965 273 105 6291 850469 301330 291228 549139 2836 288392 281084 10102 2266 543340 15325 11792 4609 2343 528015 7183 7308 5799 5499 1933 10227
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=2 6 0 7 0 1 0 0 1 6 3 1 0 1 1 5 0 6 4 4 5 4 1 4 5 3 6 1 6 1
split_gain=8.71585e+12 4.97962e+13 6.39971e+13 6.73264e+13 2.53095e+14 2.61203e+14 1.45887e+14 1.50335e+14 1.76052e+14 1.96438e+14 2.15362e+14 9.55355e+13 9.39405e+13 9.38216e+13 1.28224e+14 8.66577e+13 8.88041e+13 1.28557e+14 7.40477e+13 8.20293e+13 7.65708e+13 6.48628e+13 5.91298e+13 5.8288e+13 5.7277e+13 9.13764e+13 8.51012e+13 8.97599e+13 8.53237e+13 1.52524e+14
threshold=36.000000000000007 94.02500000000002 55.988910100000005 6.0000000000000009 55.649510000000014 37.543519500000009 55.728148450000006 55.768246800000007 37.682335600000009 99.050000000000011 2.5000000000000004 37.71815560000001 55.568628050000008 37.618684050000006 37.488790500000007 3.5000000000000004 55.866549750000011 99.050000000000011 19.500000000000004 21.500000000000004 3.5000000000000004 6.5000000000000009 37.755233900000007 20.500000000000004 2.5000000000000004 19.500000000000004 91.02500000000002 37.543519500000009 72.020000000000024 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 12 18 8 9 -8 -11 15 -5 14 -12 -6 -17 -18 20 -20 -3 -15 -13 -9 26 -26 28 -28 -1 -30
right_child=-2 2 -4 4 11 -7 7 23 -10 10 13 22 -14 21 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-255.93217138342197 40.524337910595193 6928.3881209723004 174516.75652173915 -1455.4058061504113 65852.412757227445 93788.855121026019 14369.523138963132 10555.30302611373 4323.6103504693338 675.13297697368432 -152890.97500000001 -110791.83832720589 -65900.417137714467 -34582.322812500002 -463000.04742187506 50572.490039401586 -239257.41880787039 -4361.7467980238971 -121783.22888257576 -3113.5387508269282 50240.561538289097 -268671.82727597997 8714.6039817116471 -35977.931229218666 -4475.4225197797687 12283.909628319749 -28045.47306676794 -251353.74146412039 14345.705826779991 -215661.86298491378
leaf_weight=219490 3783399 985 23 379 1110 173 57 655 134 38 20 51 561 20 40 288 27 170 66 496 697 29 220 457 55719 3455 54 27 4935 29
leaf_count=219490 3783399 985 23 379 1110 173 57 655 134 38 20 51 561 20 40 288 27 170 66 496 697 29 220 457 55719 3455 54 27 4935 29
internal_value=0 -527.951 7995.69 7421.74 18607 -19134.1 -1598.52 -26320.7 -84724.5 -143217 -204322 41118.1 -39916.7 -275789 -359630 50444.9 15182.3 -36555.6 14376.2 -17049.8 24876.4 -173125 -13775.5 -8568.52 -729.123 -3496.89 0.295301 -102482 37.2785 13002
internal_weight=0 290405 6696 6673 2979 1113 3694 1450 338 204 147 1866 940 109 60 1595 485 197 2244 562 1682 49 271 1112 283709 59174 224535 81 224454 4964
internal_count=4073804 290405 6696 6673 2979 1113 3694 1450 338 204 147 1866 940 109 60 1595 485 197 2244 562 1682 49 271 1112 283709 59174 224535 81 224454 4964
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 1 0 4 4 7 0 0 0 1 0 1 7 4 4 4 0 6 1 1 4 4 0 5 6
split_gain=8.66826e+12 3.98605e+13 2.12649e+14 9.50142e+13 9.99044e+13 1.2125e+14 8.11783e+13 1.05724e+14 1.46337e+14 8.87654e+13 8.6892e+13 8.00343e+13 7.47841e+13 1.20361e+14 1.30847e+14 5.11287e+14 2.77373e+14 1.93799e+14 1.63437e+14 1.48063e+14 1.35553e+14 1.20186e+14 2.44557e+14 2.09223e+14 3.80266e+14 1.62641e+14 1.61468e+14 1.45809e+14 1.25063e+14 1.47684e+14
threshold=19.500000000000004 30.410676000000006 30.389265100000003 60.042359000000012 59.990753350000013 60.01610465000001 30.370944000000005 59.825842200000004 20.500000000000004 26.500000000000004 6.0000000000000009 59.91832440000001 55.81943720000001 55.791814000000009 37.649344350000007 55.79439725000001 37.740454950000007 6.0000000000000009 24.500000000000004 31.500000000000004 32.500000000000007 55.801384500000005 60.605000000000011 37.475446350000006 37.425454150000007 24.500000000000004 22.500000000000004 55.806294650000005 1.5000000000000002 51.805000000000007
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 6 4 -4 -6 -2 10 11 -10 -8 -9 13 -3 15 -15 18 -17 -16 21 -21 22 25 24 -23 -19 -25 -28 29 -29
right_child=1 12 3 -5 5 -7 7 8 9 -11 -12 -13 -14 14 16 17 -18 19 -20 20 -22 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=52.961067804980672 1783.0508545963212 -279.55936651333599 23324.620119990403 -39278.036482910153 132324.35119849895 41113.712224866904 -20157.007943609922 82768.410910866485 16973.351418427726 -112219.7103693182 -81446.388973378183 -57797.968052039054 -2635.4972300211211 206318.86814198372 134811.34537159823 20912.217733608104 10951.759614663861 205173.13994791667 41872.932842774222 39765.253331958622 -55433.66848682893 -25556.390639223846 198096.54222301138 -13303.60596569595 159681.77668650795 -40780.306391771242 -245047.9074292453 -57082.582740563812 -111098.72303053172 130879.76479704486
leaf_weight=3599339 60572 254551 932 150 232 392 686 44 1609 55 349 510 140737 115 271 1735 7140 30 627 642 195 920 66 479 126 259 53 458 484 46
leaf_count=3599339 60572 254551 932 150 232 392 686 44 1609 55 349 510 140737 115 271 1735 7140 30 627 642 195 920 66 479 126 259 53 458 484 46
internal_value=0 -401.768 1887.9 36730.8 44058.1 75025.4 956.574 -14432.7 -2117.73 12703.1 -40823.7 -46633.9 -768.684 210.931 9360.49 -2362.79 17539.7 -6731.69 69920 -19494.4 17586.3 -30119.7 24415.4 -37664.5 -3242.81 -15248.8 -61352 -83460.8 -74792.6 -39927.3
internal_weight=0 474465 65531 1706 1556 624 63825 3253 2218 1664 1035 554 408934 268197 13646 5608 8038 5493 898 3758 837 2921 355 2566 1046 289 1520 1041 988 504
internal_count=4073804 474465 65531 1706 1556 624 63825 3253 2218 1664 1035 554 408934 268197 13646 5608 8038 5493 898 3758 837 2921 355 2566 1046 289 1520 1041 988 504
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 4 0 1 6 0 0 1 0 1 2 1 1 0 0 1 3 1 5 4 5 0 4 4 5 0
split_gain=8.54594e+12 2.59399e+13 5.088e+13 8.2658e+13 7.49716e+13 7.23317e+13 7.91804e+13 6.75141e+13 7.47801e+13 6.71088e+13 1.08497e+14 9.80476e+13 9.21236e+13 5.8893e+13 4.46918e+13 9.81383e+13 4.40246e+13 1.78856e+14 8.20273e+13 7.08846e+13 6.16856e+13 4.33488e+13 6.06582e+13 4.3662e+13 5.06489e+13 5.0535e+13 4.10591e+13 8.06344e+13 4.02745e+13 3.94718e+13
threshold=168.45000000000002 142.05000000000004 38.109452700000006 37.517483500000004 2.5000000000000004 9.5000000000000018 54.724612400000005 30.084656550000002 149.05000000000004 55.866549750000011 55.696737300000009 37.873748150000004 55.520061350000013 38.927872750000006 2882.5000000000005 65.493200550000012 36.593086150000012 55.676890650000011 50.596941950000009 37.234509300000006 18.500000000000004 20.507515800000004 3.5000000000000004 5.5000000000000009 4.5000000000000009 44.895258050000002 13.500000000000002 15.500000000000002 1.5000000000000002 55.161746650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 21 8 -8 10 12 -11 -5 -6 28 -16 20 18 -18 -19 26 22 -3 24 -23 -25 -7 -28 -4 -15
right_child=-2 2 4 9 13 16 7 -9 -10 11 -12 -13 -14 29 15 -17 17 19 -20 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=5.5336426815563691 2917.2697265100992 -116289.45104166667 -17422.046334134615 15598.206377509714 -88795.307945106921 -41238.496931340145 23000.724793198533 12455.990597482185 -113199.88615845959 189769.28013822116 -89707.626826923079 -34063.793066406251 140543.45493681065 -3401.695345643152 -72872.896170594264 156115.66354166667 -101581.86697635136 -114343.70382543105 -328440.92098214291 73227.732327178033 -147954.30810546875 214109.66144622094 64974.228564453129 -83919.073913043481 30261.672995923916 76982.144196644877 101879.62876810215 -9860.7128454107988 124053.73564562852 -18063.255223653774
leaf_weight=4053505 10017 30 26 193 95 208 68 763 99 65 65 28 85 4368 61 27 37 29 28 66 32 43 48 23 23 129 82 304 89 3168
leaf_count=4053505 10017 30 26 193 95 208 68 763 99 65 65 28 85 4368 61 27 37 29 28 66 32 43 48 23 23 129 82 304 89 3168
internal_value=0 -7.1909 -5023.63 7560.43 -8955.94 -993.505 14188.1 -149.267 -57741 47034.1 26605.4 122379 53800.9 -10551.5 51023.1 -2615.04 -24673.6 -71486.3 -199306 15969.1 -12708.7 59234.4 -4742.57 82125.2 150041 52635.2 -5422.79 13876.9 92067.9 -9565.15
internal_weight=0 4.06379e+06 10282 2448 7834 2012 1226 930 167 436 343 93 278 7631 203 88 786 160 65 95 626 296 78 218 66 152 594 386 115 7536
internal_count=4073804 4063787 10282 2448 7834 2012 1226 930 167 436 343 93 278 7631 203 88 786 160 65 95 626 296 78 218 66 152 594 386 115 7536
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1 4 4 0 1 6 4 1 7 7 0 1 1 0 0 7 1 0 1 4 1 4 4 0 2 0 1 0 6 3
split_gain=8.49871e+12 4.79734e+13 1.26626e+14 1.74126e+14 3.26769e+14 1.77238e+14 1.26374e+14 2.51207e+14 2.00825e+14 1.4565e+14 2.03987e+14 2.1139e+14 1.48477e+14 1.27886e+14 1.1744e+14 1.14592e+14 2.1179e+14 3.10475e+14 3.00945e+14 2.6093e+14 2.36505e+14 2.00462e+14 3.81131e+14 1.58477e+14 1.55857e+14 1.31194e+14 2.1834e+14 1.52828e+14 1.28204e+14 1.15755e+14
threshold=30.303340300000002 14.500000000000002 21.500000000000004 60.042359000000012 30.226173900000003 61.805000000000007 13.500000000000002 30.277905650000005 6.0000000000000009 6.0000000000000009 60.064438250000002 30.226173900000003 30.242318500000007 59.963561900000009 59.838047850000002 6.0000000000000009 30.277905650000005 59.963561900000009 30.242318500000007 19.500000000000004 30.084656550000002 17.500000000000004 19.500000000000004 60.01610465000001 3338.0000000000005 59.939085000000013 30.157841000000001 60.034792100000011 69.015000000000015 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 6 3 15 -5 -6 -1 9 -9 12 -11 -12 -8 -14 -4 -3 18 -18 19 20 -17 -19 -23 24 -22 -21 -27 -28 -20 -29
right_child=-2 2 14 4 5 -7 7 8 -10 10 11 -13 13 -15 -16 16 17 21 28 25 23 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-104.1350303910466 29.537923542017634 -791.49920194198216 -37850.507135031075 10315.045189120894 -69372.4794030021 -203546.33767034777 -3763.7026245408179 14253.822352430558 -183367.06267523367 36072.925272001186 264909.51770833338 33931.827750000004 142463.73983816963 5266.7128070253311 3219.5802404319384 -790.13766987770759 -76928.666902197103 -20662.048249452957 -46864.845938936924 -18726.056599298401 -67372.353108278287 113631.17247760241 -3107.3768215172313 -17250.215308947703 23528.390288131788 298208.64419642859 -71241.217143937654 -1797.7807199205672 -122979.45935130399 87417.471965843026
leaf_weight=103194 3910268 17399 716 485 379 133 1678 99 107 1322 84 75 140 132 25238 3803 293 457 1187 358 1648 586 535 2183 213 35 102 210 272 473
leaf_count=103194 3910268 17399 716 485 379 133 1678 99 107 1322 84 75 140 132 25238 3803 293 457 1187 358 1648 586 535 2183 213 35 102 210 272 473
internal_value=0 -706.274 -3057.16 -7398.49 -48506.6 -104226 541.557 18862 -88393.9 25301.8 48943.8 155958 7345.97 75882.8 2086.57 -6021.04 -13385.6 17607 -18916.6 -12104.4 -18692.5 35160.2 57917.4 -35528 -56968.3 31780.7 53831.3 42935.4 -61054.8 59986.7
internal_weight=0 163536 56705 30751 997 512 106831 3637 206 3431 1481 159 1950 272 25954 29754 12355 1871 10484 9025 7847 1578 1121 4044 1861 1178 820 785 1459 683
internal_count=4073804 163536 56705 30751 997 512 106831 3637 206 3431 1481 159 1950 272 25954 29754 12355 1871 10484 9025 7847 1578 1121 4044 1861 1178 820 785 1459 683
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 6 4 7 7 4 4 1 1 5 4 4 4 0 4 4 6 6 4 6 6 1 7 4 1 1
split_gain=8.28918e+12 4.5134e+13 1.72977e+14 3.17111e+14 4.55673e+14 1.99135e+14 1.87543e+14 3.27757e+14 2.16589e+14 1.45732e+14 1.54717e+14 3.75311e+14 1.58118e+14 1.9611e+14 1.84521e+14 2.37848e+14 1.5988e+14 1.67402e+14 1.59242e+14 2.14084e+14 6.63886e+14 2.01778e+14 1.53799e+14 1.50441e+14 1.41403e+14 1.40265e+14 2.62853e+14 4.42096e+14 4.55378e+14 8.86709e+14
threshold=59.963561900000009 59.91832440000001 30.410676000000006 30.389265100000003 59.933037250000005 80.030000000000015 9.5000000000000018 6.0000000000000009 6.0000000000000009 14.500000000000002 16.500000000000004 30.277905650000005 30.315889700000003 1.5000000000000002 17.500000000000004 18.500000000000004 23.500000000000004 59.950512650000007 17.500000000000004 18.500000000000004 61.805000000000007 72.50500000000001 15.500000000000002 61.425000000000004 102.04000000000001 30.242318500000007 6.0000000000000009 7.5000000000000009 30.303340300000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 24 11 -11 14 -14 -12 23 -17 -18 -15 20 -20 -22 -13 -16 25 -3 27 -27 -29 -30
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 12 22 13 18 15 16 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-11.797137172624049 -616.2621149334251 -11285.143655378437 -6860.9559604922151 82222.086864751938 -58937.783749184156 52654.585364834726 73682.000778777685 -51013.310255686163 -382443.21647727274 16748.914948263729 46664.261686685888 -17440.428601676846 9344.0415126753833 -115337.31028707957 -8830.4591646031531 27600.49748645808 1574.6395173073822 -95856.274718459114 -118419.67097853275 -49521.318361377722 307202.04523628048 37666.159672619047 -74480.192510695939 -65066.07133878165 -10953.633528996479 8892.6049034249609 359.08943263398623 72084.810292848924 -103612.43741825565 50785.982745551781
leaf_weight=3801237 207164 2860 14826 1277 349 573 395 452 22 1360 1034 790 1225 262 1557 3191 2845 188 114 1024 82 42 1177 685 3754 9788 10900 2771 514 1346
leaf_count=3801237 207164 2860 14826 1277 349 573 395 452 22 1360 1034 790 1225 262 1557 3191 2845 188 114 1024 82 42 1177 685 3754 9788 10900 2771 514 1346
internal_value=0 33.0176 2637.66 5422.06 36581.5 4039.32 -18831.4 7138.58 -78121.4 3409.87 -4520.29 -23643.7 673.897 -20447.1 6785.64 1915.05 11974.9 -4464.6 -44393.4 -29664.9 55767.7 215908 -51571.5 -26012.2 7277.98 9706.79 12078 20936.9 46393.5 8118.89
internal_weight=0 3.86664e+06 65403 50577 3068 1791 1218 847 371 47509 15576 3327 12249 2749 9500 8466 6224 3033 1524 1262 238 124 1967 2242 31933 28179 25319 14419 4631 1860
internal_count=4073804 3866640 65403 50577 3068 1791 1218 847 371 47509 15576 3327 12249 2749 9500 8466 6224 3033 1524 1262 238 124 1967 2242 31933 28179 25319 14419 4631 1860
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=1 6 6 0 0 5 4 3 3 4 5 1 0 4 0 1 4 0 6 7 6 7 0 0 4 6 0 0 5 4
split_gain=8.80911e+12 4.72556e+13 1.35302e+14 1.05728e+14 1.1883e+14 1.51813e+14 1.33763e+14 1.83467e+14 8.91756e+13 8.40116e+13 9.28557e+13 5.90437e+13 1.02903e+14 1.33096e+14 9.43283e+13 8.72286e+13 8.52484e+13 1.29196e+14 1.04202e+14 9.99699e+13 7.82048e+13 7.39249e+13 9.46524e+13 9.09912e+13 6.97061e+13 2.03276e+14 1.62213e+14 1.43566e+14 1.3908e+14 1.18405e+14
threshold=30.303340300000002 71.715000000000018 73.00500000000001 60.042359000000012 60.064438250000002 2.5000000000000004 15.500000000000002 11.500000000000002 6.5000000000000009 9.5000000000000018 1.5000000000000002 30.277905650000005 59.950512650000007 7.5000000000000009 59.905532300000012 30.260128500000004 10.500000000000002 59.963561900000009 122.65000000000002 6.0000000000000009 79.710000000000022 6.0000000000000009 60.01610465000001 59.990753350000013 17.500000000000004 96.050000000000011 59.990753350000013 60.028671700000011 3.5000000000000004 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 -1 9 8 5 -5 7 -6 -4 -3 -11 15 14 -14 -13 24 -15 19 -19 -18 -17 22 23 -22 26 28 -10 -28 -26 -29
right_child=-2 2 3 4 6 -7 -8 -9 11 10 -12 12 13 16 -16 20 17 18 -20 -21 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=158.94585890452342 30.07248985780825 -7652.6661303331293 -4934.9628799101547 -152661.71274108888 7663.5690986475893 -34975.336008230392 -69778.801631123322 242062.07187500002 7752.2466124861639 -209706.78120404412 -41917.924431586573 -1744.3876383463544 -263917.39088541665 72916.490537109377 162500.77035067475 -19419.3412499689 -68128.550472383722 -12340.844365911616 -209823.63727678574 -310929.57053571427 106204.99787218818 8533.7524589749337 260079.37650862071 -7509.8571231048891 27146.146724307346 -19983.835969611078 -57276.554190302319 84640.213770161296 133040.96660305344 -38184.522908068007
leaf_weight=129096 3910268 1045 19745 128 727 763 222 35 4383 34 1102 96 24 80 55 157 43 584 28 28 232 181 29 101 2330 1038 805 155 131 159
leaf_count=129096 3910268 1045 19745 128 727 763 222 35 4383 34 1102 96 24 80 55 157 43 584 28 28 232 181 29 101 2330 1038 805 155 131 159
internal_value=0 -719.056 -4010.18 -2380.43 -25426.2 -51882 -1470.84 18429.9 -958.266 -28115.8 -46939.8 6422.12 -17535.5 -32043.7 58080 8738.6 -24750.1 -36189.9 -21376 -163881 42741.6 60714.5 86804.9 71714.9 6094.22 17129.4 -923.598 -34905.9 32783 22445.5
internal_weight=0 163536 34440 32259 1875 891 984 762 30384 2181 1136 10639 938 787 151 9701 763 683 612 71 700 543 362 333 9001 3499 5502 1119 2461 314
internal_count=4073804 163536 34440 32259 1875 891 984 762 30384 2181 1136 10639 938 787 151 9701 763 683 612 71 700 543 362 333 9001 3499 5502 1119 2461 314
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 0 4 5 6 6 5 6 6 4 6 6 6 3 4 6 6 3 3 0 6 3 5 4 0 4
split_gain=8.04929e+12 7.3833e+13 4.75743e+13 4.97651e+13 4.62309e+13 9.34664e+13 1.2786e+14 1.33992e+14 9.03612e+13 1.30636e+14 1.18102e+14 6.85271e+13 1.3051e+14 6.00245e+13 6.66918e+13 5.89206e+13 5.49925e+13 5.46338e+13 5.4402e+13 6.59475e+13 9.39348e+13 8.77091e+13 6.52514e+13 8.20533e+13 4.97698e+13 4.74677e+13 9.76141e+13 4.59118e+13 5.71961e+13 6.80615e+13
threshold=20.507515800000004 54.932051950000009 54.943815050000005 6.5000000000000009 9.5000000000000018 54.724612400000005 4.5000000000000009 2.5000000000000004 125.02000000000002 108.05000000000001 3.5000000000000004 81.02500000000002 85.020000000000024 3.5000000000000004 114.05000000000001 91.02500000000002 55.015000000000008 2.5000000000000004 12.500000000000002 114.05000000000001 110.01500000000001 3.5000000000000004 6.5000000000000009 54.724612400000005 56.205000000000005 6.5000000000000009 3.5000000000000004 8.5000000000000018 54.707511300000007 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 -4 5 6 8 11 9 16 -11 24 -13 14 -7 -14 -1 -17 19 20 -6 -22 -21 -24 -8 -15 -27 28 -9 -30
right_child=-2 2 3 -5 18 13 7 27 -10 10 -12 12 15 25 -16 17 -18 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-7913.5770896777949 -9.9365997077921797 60580.637739028658 -16736.741137388435 27329.166065752321 21558.933181424702 -81868.894292147204 -1945.7555780031689 -57527.481106366904 -75045.366579451656 205685.44572610295 -24871.505160984849 231255.94218750001 -119018.48364955357 8777.4872276817241 81857.905065524203 -68453.38369565217 30979.220752204816 124106.10952743902 1096.3688210246437 -120876.61120211694 292788.114 32848.767013888886 47685.653296150129 -149416.35694444444 -23588.517639850616 32858.403190584468 233190.89978966347 -61561.984591547138 -60690.407106584826 37993.844146699317
leaf_weight=684 4053548 277 358 902 1869 126 2551 274 106 68 33 34 28 2478 31 23 776 41 6080 62 25 27 97 27 1821 377 26 741 105 209
leaf_count=684 4053548 277 358 902 1869 126 2551 274 106 68 33 34 28 2478 31 23 776 41 6080 62 25 27 97 27 1821 377 26 741 105 209
internal_value=0 1988.47 23057.9 14808.9 258.481 -4123.11 -10121.2 -17107.6 14300 20367 130355 -8864.87 63842.1 10672.6 -49540.7 1971.79 12758.2 54905 5895.09 19742.4 25247.4 157820 -37113.4 4768.28 -10960.3 13953.9 45783.1 -45005.1 -24140 4994.33
internal_weight=0 20256 1537 1260 18719 10532 7494 5827 1667 1561 101 4498 126 3038 157 92 1460 64 8187 2107 1921 52 186 124 4372 2881 403 1329 588 314
internal_count=4073804 20256 1537 1260 18719 10532 7494 5827 1667 1561 101 4498 126 3038 157 92 1460 64 8187 2107 1921 52 186 124 4372 2881 403 1329 588 314
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 4 1 4 6 0 1 0 7 6 4 7 1 6 6 0 0 0 1 6 1 3 6 5 3 6
split_gain=8.04122e+12 2.0556e+14 3.66203e+14 3.46232e+14 1.38445e+14 2.40081e+14 1.26193e+14 1.77599e+14 9.81368e+13 8.96766e+13 8.23429e+13 1.94901e+14 1.20561e+14 7.70451e+13 7.67345e+13 1.47099e+14 1.99267e+14 1.76794e+14 1.01089e+14 2.55579e+14 9.96504e+13 9.87472e+13 1.84085e+14 1.61803e+14 9.46845e+13 1.17205e+14 8.72596e+13 1.0293e+14 1.84383e+14 1.44203e+14
threshold=43.56803845000001 42.186961750000002 44.249882500000005 9613.5000000000018 45.71452080000001 4.5000000000000009 47.17130860000001 7.5000000000000009 41.990000000000002 51.659529100000007 44.064675150000006 54.431501800000014 6.0000000000000009 88.00500000000001 9.5000000000000018 6.0000000000000009 44.628646350000004 86.030000000000015 130.05000000000004 56.309668500000008 56.309668500000008 56.309668500000008 43.862029600000007 94.02500000000002 43.80299105000001 6.5000000000000009 45.005000000000003 2.5000000000000004 14.500000000000002 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 -4 -6 12 -12 -2 -9 18 21 17 20 -7 24 -17 -16 23 -23 25 -20 -24 29 -29 -28
right_child=4 2 8 -5 6 14 -8 13 -10 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 26 -25 -26 -27 27 28 -30 -31
leaf_value=-15.331184657265391 464.96937627015245 3861.574686258642 -9649.178964907951 -49906.879201021744 -9593.7886911731111 2642.7891789485616 -0.74020679305783066 2348.1309411641573 -28773.738713358849 -34802.134770844743 -5477.6814902378401 -45510.267084532417 -36369.598890807036 -31730.819498056331 8691.6338621241994 5941.2962266440791 23604.938820020296 -45559.590038402908 98343.499553756206 114430.77533735796 -17431.717051498024 -18377.004863931626 13446.39900308908 268377.07695312501 -27798.528258167615 -90515.790680803577 41681.417871585974 6655.9745243539573 123973.36395886481 124618.25092219056
leaf_weight=2023178 10468 17992 4126 1283 2622 68645 1878594 8047 7673 3056 4140 1722 971 723 20027 4911 2565 1100 151 286 2902 1220 2566 20 407 42 2480 1511 147 229
leaf_count=2023178 10468 17992 4126 1283 2622 68645 1878594 8047 7673 3056 4140 1722 971 723 20027 4911 2565 1100 151 286 2902 1220 2566 20 407 42 2480 1511 147 229
internal_value=0 -139.303 -8210.93 282.59 141.697 3344.49 -72.3422 -9382.35 -22086.1 -23161.4 -7600.36 -17237.5 -2661.73 -461.342 5078.38 8587.36 -956.44 -8024.76 3075.98 36638.2 -2740.19 12471.9 21735 -13751.9 -442.993 57244.6 28082 36681.6 17057.5 48692.3
internal_weight=0 2.05425e+06 31074 19275 2.01955e+06 126510 1.89304e+06 14448 11799 5678 17301 5862 11439 8770 109209 39678 11478 8913 69531 886 7813 28200 8173 1240 600 193 6933 4367 1658 2709
internal_count=4073804 2054252 31074 19275 2019552 126510 1893042 14448 11799 5678 17301 5862 11439 8770 109209 39678 11478 8913 69531 886 7813 28200 8173 1240 600 193 6933 4367 1658 2709
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=4 3 3 1 4 6 1 6 2 2 2 1 6 6 0 6 5 0 6 5 2 6 1 0 1 6 5 1 0 1
split_gain=7.97161e+12 1.4847e+13 1.49024e+13 1.30998e+13 1.28968e+13 1.33551e+13 4.62613e+13 2.605e+13 2.8926e+13 5.18086e+13 2.74453e+13 1.47509e+13 1.1922e+13 3.16526e+13 3.30763e+13 2.72305e+13 2.60274e+13 5.12059e+13 1.68112e+13 1.37706e+13 1.29367e+13 2.53598e+13 2.6455e+13 2.3227e+13 2.16617e+13 1.73554e+13 2.19428e+13 2.51928e+13 2.49317e+13 2.73288e+13
threshold=2.5000000000000004 7.5000000000000009 1.5000000000000002 20.507515800000004 1.5000000000000002 156.15000000000003 34.382014200000008 168.45000000000002 2892.5000000000005 6082.0000000000009 4395.5000000000009 39.018051150000005 130.05000000000004 189.00000000000003 51.567244500000008 149.05000000000004 4.5000000000000009 45.047736150000013 92.02500000000002 3.5000000000000004 2892.5000000000005 105.00500000000001 39.105193450000009 44.601833250000006 82.901648750000021 59.815000000000005 2.5000000000000004 37.702956500000006 55.633951400000008 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 -7 -8 11 10 -10 -9 16 14 15 -14 20 -18 -19 -15 21 23 -23 -1 -22 -25 27 -27 -29 -30
right_child=-2 -3 3 -5 5 6 7 8 9 -11 -12 -13 13 19 -16 -17 17 18 -20 -21 24 22 -24 25 -26 26 -28 28 29 -31
leaf_value=-28290.351577148118 -23.53792918213021 67896.65555160986 -53870.147814410673 -479.6902024353418 2580.8932151866329 -111162.06463623047 131052.27767857144 37661.642518028842 72484.701541940783 -15170.952626953127 214933.31562500002 -56950.121744791664 76726.331994047621 40413.138807427706 -127424.05110394022 -73912.515959821438 151165.89150094698 -26362.130523181353 47879.733205126155 -34947.077901418583 5073.9616379560684 129862.03197737069 3744.0870110927485 -245.37107630040006 -5366.8717248994117 -99777.216888297873 -5001.1904203917738 -31680.926614749467 127173.80593039774 -22972.775249565973
leaf_weight=370 3961637 33 46 47529 45684 22 28 26 38 50 21 45 21 67 46 28 33 61 61 38 6809 29 39 6430 2806 47 1358 353 22 27
leaf_count=370 3961637 33 46 47529 45684 22 28 26 38 50 21 45 21 67 46 28 33 61 61 38 6809 29 39 6430 2806 47 1358 353 22 27
internal_value=0 831.338 811.601 -531.313 1801.23 2701.91 26738.3 41324 27366.2 59719.9 123187 -22303.6 -416.734 -24700.6 -66524.3 -9353.01 -153.423 40651.9 10758.8 13139.9 -499.231 -3299.15 57529.7 -3779.73 2026.95 -2678.73 -11337.6 -30501.9 -22402.5 44440
internal_weight=0 112167 112134 47575 64559 45914 230 208 180 109 59 71 18645 200 95 49 18445 155 122 105 18290 8675 68 8607 9615 8237 1807 449 402 49
internal_count=4073804 112167 112134 47575 64559 45914 230 208 180 109 59 71 18645 200 95 49 18445 155 122 105 18290 8675 68 8607 9615 8237 1807 449 402 49
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 6 0 0 1 4 6 6 0 7 1 6 3 4 6 1 6 4 6 2 0 1 6 7 5 6
split_gain=7.85045e+12 2.40744e+13 7.50805e+13 7.00897e+13 9.05183e+13 6.11579e+13 5.96719e+13 4.54718e+13 9.69598e+13 5.63093e+13 4.23139e+13 3.5312e+13 3.46498e+13 3.45579e+13 3.13523e+13 2.98536e+13 2.95937e+13 2.88809e+13 4.09175e+13 2.73376e+13 2.54311e+13 2.61915e+13 2.52363e+13 3.19549e+13 2.36849e+13 1.02169e+14 3.19629e+13 2.97773e+13 2.60763e+13 2.6683e+13
threshold=60.753246850000004 39.749243900000003 39.939672500000007 34.382014200000008 61.78914120000001 76.605000000000004 61.686687400000004 63.565651350000003 33.882313700000005 9.5000000000000018 72.50500000000001 73.41500000000002 63.565651350000003 6.0000000000000009 30.624707450000006 138.05000000000004 17.500000000000004 16.500000000000004 78.605000000000004 33.882313700000005 64.015000000000015 3.5000000000000004 69.605000000000004 14143.500000000002 63.565651350000003 54.62357655000001 142.05000000000004 6.0000000000000009 2.5000000000000004 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 19 9 22 14 12 -4 -6 17 -8 -16 24 -11 -19 20 21 -2 -9 -24 26 27 28 -26 29 -13
right_child=1 2 11 4 10 -7 7 8 -10 13 -12 16 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-16.489240837327824 16678.743538530412 39749.03600424013 1024.4906405300355 -3384.7306964077502 -58751.845157529126 -69722.780960626478 -85359.969531250012 9033.3619386560786 -55006.972382638967 -30349.243445667515 -142613.73466569767 29699.497171248251 -11679.47047611207 8174.3558655222696 7793.6474097680102 95450.538661858984 124142.52761548915 -7443.6722922092013 116944.42162298388 -74239.442599587914 -59198.52935133523 -22314.811664987119 -86802.776586538472 22113.899439471701 48912.924219736429 -36121.314959652278 -27237.13084795322 -4709.7000264101807 21202.647406728847 -25232.601814903846
leaf_weight=4017125 248 536 34062 2887 397 146 36 850 408 883 43 134 258 558 10305 39 23 180 31 91 123 564 65 46 297 473 171 159 2406 260
leaf_count=4017125 248 536 34062 2887 397 146 36 850 408 883 43 134 258 558 10305 39 23 180 31 91 123 564 65 46 297 473 171 159 2406 260
internal_value=0 1168.68 2583.66 -1833.12 -14050.2 -6578.06 1326.37 3105.89 -14163.2 5070.77 -46518.9 2059.23 -40210.4 -12077.3 7799.92 8124.14 11043.5 -22406.7 10831.4 -21916.6 -16824.2 -10405.4 3177.33 -41666.1 10376.5 -3559.83 14734.2 30215.6 17297.4 -6550.11
internal_weight=0 56679 38521 18158 3731 3033 14427 13401 1369 12032 698 37985 655 1652 10380 10344 3923 1094 211 1026 935 812 961 111 3900 929 2971 456 2800 394
internal_count=4073804 56679 38521 18158 3731 3033 14427 13401 1369 12032 698 37985 655 1652 10380 10344 3923 1094 211 1026 935 812 961 111 3900 929 2971 456 2800 394
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 1 4 0 1 6 6 0 0 0 0 0 0 6 0 1 1 4 0 6 2 1 4 7 0 0 1 4 1 6
split_gain=7.71562e+12 3.66831e+13 1.83888e+14 1.24222e+14 2.01692e+14 2.74772e+14 9.56139e+13 7.41535e+13 7.26376e+13 6.86656e+13 6.43353e+13 7.75067e+13 7.55852e+13 5.54531e+13 4.62993e+13 1.68508e+14 1.57376e+14 1.10585e+14 1.82724e+14 1.93274e+14 1.48358e+14 1.40263e+14 1.3991e+14 1.21955e+14 1.21507e+14 1.80699e+14 1.09081e+14 1.07088e+14 1.0672e+14 1.30981e+14
threshold=451.00000000000006 36.865631950000008 10.500000000000002 55.696737300000009 36.593086150000012 73.41500000000002 68.515000000000015 55.876067900000002 55.737027400000009 55.418618900000006 55.702806750000008 55.737027400000009 55.579943700000008 114.05000000000001 55.462387050000011 38.011626600000007 38.657016300000002 6.5000000000000009 55.60524465000001 71.715000000000018 75.000000000000014 38.247071200000008 3.5000000000000004 6.0000000000000009 55.759969450000007 55.850146250000009 37.131181300000009 11.500000000000002 37.618684050000006 63.415000000000006
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 2 6 -4 5 7 9 -5 -6 -1 12 13 -8 -12 15 -3 17 18 19 20 22 -19 26 28 -23 -26 -16 -17 -20 -30
right_child=-2 14 3 4 8 -7 10 -9 -10 -11 11 -13 -14 -15 16 27 -18 21 23 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=8671.8520248619461 -61.456196772856941 -6719.5353598096835 38983.604129482585 -107818.45923295454 -73784.857559188604 465730.31015625002 -33562.739945610629 119760.91653963414 -5205.7243728488311 -8660.782843687437 11903.35355658942 -29587.568088381529 -108610.70404683208 138157.73999999999 -38518.374639552043 1502.3706454005053 -9766.5309791905511 141.34617383013503 8666.863526095538 57467.863902885154 18718.279727619876 36296.820714126312 -33076.603427793925 -12029.819929312842 -4460.6437253974709 31205.69857293072 41844.067770855443 21373.767910766604 2735.0454348844896 -13085.939850247325
leaf_weight=2865 3396489 35416 1525 22 197 20 511 41 715 11303 267 931 182 40 233 24930 14013 481970 26638 1041 7373 1792 1230 5361 4457 2085 614 3043 42533 5967
leaf_count=2865 3396489 35416 1525 22 197 20 511 41 715 11303 267 931 182 40 233 24930 14013 481970 26638 1041 7373 1792 1230 5361 4457 2085 614 3043 42533 5967
internal_value=0 308.181 -4069.08 21049.6 -6437.1 142805 -8000.94 40288.8 -20019.4 -5155.84 -28875.8 -15219.3 -53272.3 28353.4 431.91 -2137.35 705.488 957.933 4159.68 16573 12068.1 363.757 -11539.1 2541.92 13226.1 6906.57 19737.3 3664.05 3581.59 788.575
internal_weight=0 677315 18619 2520 995 83 16099 63 912 14168 1931 1238 693 307 658696 63389 595307 581294 90990 10491 9450 490304 2077 80499 8334 6542 847 27973 75138 48500
internal_count=4073804 677315 18619 2520 995 83 16099 63 912 14168 1931 1238 693 307 658696 63389 595307 581294 90990 10491 9450 490304 2077 80499 8334 6542 847 27973 75138 48500
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 3 0 4 1 6 1 0 0 6 1 0 6 7 6 0 6 0 6 1 0 1 0 1 6 4 0 0 7 1
split_gain=7.9311e+12 4.55064e+13 5.46513e+13 2.12402e+14 1.18682e+14 1.2188e+14 1.10992e+14 1.84877e+14 1.89844e+14 2.45115e+14 1.68286e+14 1.92187e+14 3.22659e+14 1.4834e+14 1.47241e+14 1.35478e+14 1.22099e+14 1.11713e+14 1.62939e+14 1.55845e+14 2.25691e+14 2.31775e+14 1.70173e+14 4.62081e+14 1.12548e+14 1.38471e+14 1.04495e+14 2.55954e+14 1.5219e+14 1.39086e+14
threshold=36.000000000000007 5.5000000000000009 55.806294650000005 4.5000000000000009 37.503969450000007 40.015000000000008 37.517483500000004 55.676890650000011 55.710673100000008 76.605000000000004 37.488790500000007 55.696737300000009 67.00500000000001 6.0000000000000009 59.815000000000005 55.660117850000006 80.030000000000015 55.759969450000007 116.05000000000001 37.586700500000006 55.676890650000011 37.543519500000009 55.721784200000009 37.563506350000004 60.005000000000003 11.500000000000002 55.749683450000006 55.791814000000009 6.0000000000000009 37.425454150000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 26 11 -9 -13 15 -12 -1 -15 19 -19 20 -8 24 -23 -24 -22 -26 28 -28 29 -10
right_child=-2 -3 3 4 5 -7 17 8 9 -11 14 12 -14 16 -16 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=5497.2543899401835 38.656941896663142 504.05243693925723 -70300.019743962985 6675.1784951010095 2702.8473050284442 -13807.933627053939 -315.91548283136467 -42082.71952242477 -41137.799121174932 40106.862941436586 36567.127595136088 -99570.479948913155 -409223.83597861842 -4048.7668705761166 -109356.27605117628 50373.088684216178 -35002.275941043081 10971.530182354463 -234962.69534143517 -3659.1939536901978 -21458.486249384663 29522.574614673547 5972.7823110727168 158672.08790249529 86680.654347969408 -65475.501730957039 -45194.815026609809 9598.839354365291 34484.322155933645 3801.1261960920529
leaf_weight=8862 3783399 176217 503 6850 6575 13971 6036 675 1203 837 310 294 38 10736 89 728 1446 12007 27 33466 857 1198 364 435 237 80 2733 1239 781 1611
leaf_count=8862 3783399 176217 503 6850 6575 13971 6036 675 1203 837 310 294 38 10736 89 728 1446 12007 27 33466 857 1198 364 435 237 80 2733 1239 781 1611
internal_value=0 -503.623 -2058.69 -5906.14 -4723.84 -8524.26 -814.726 -5535.03 -16933.2 -11243.2 -50943.8 -72721 -135013 -399.255 4017.8 8903.89 -7722.94 1910.28 10419.7 -489.434 11032.1 32633.2 53362.3 89106.9 -2627.47 48281.6 -16923.1 -28102.8 -4571.04 -15410.5
internal_weight=0 290405 114188 27899 27396 20546 86289 31582 9810 8404 1406 1007 332 21772 399 9590 12182 54707 12034 42673 9207 3171 1997 799 1174 317 7567 3972 3595 2814
internal_count=4073804 290405 114188 27899 27396 20546 86289 31582 9810 8404 1406 1007 332 21772 399 9590 12182 54707 12034 42673 9207 3171 1997 799 1174 317 7567 3972 3595 2814
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=1 7 4 6 6 4 1 0 0 0 0 4 1 0 0 4 0 0 0 0 4 1 1 6 4 4 4 1 4 1
split_gain=7.43317e+12 6.91331e+13 1.7391e+14 8.70391e+13 1.02656e+14 1.45961e+14 8.61497e+13 3.60125e+14 1.30357e+14 1.60762e+14 7.87106e+13 7.86749e+13 8.32623e+13 9.8806e+13 1.58492e+14 1.43173e+14 7.57271e+13 1.42738e+14 7.44408e+13 2.0083e+14 2.41559e+14 2.53914e+14 2.48122e+14 1.83715e+14 1.71853e+14 2.35104e+14 2.37823e+14 2.51932e+14 1.98336e+14 2.30269e+14
threshold=30.277905650000005 6.0000000000000009 6.5000000000000009 45.005000000000003 50.410000000000004 4.5000000000000009 30.260128500000004 59.950512650000007 59.882709350000006 59.939085000000013 59.939085000000013 3.5000000000000004 30.084656550000002 60.064438250000002 57.719618750000002 5.5000000000000009 59.864072000000007 59.848366150000011 54.724612400000005 54.707511300000007 8.5000000000000018 20.507515800000004 20.507515800000004 68.00500000000001 8.5000000000000018 14.500000000000002 19.500000000000004 30.084656550000002 13.500000000000002 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 8 -8 -10 -7 -6 13 14 -13 -15 17 -16 19 20 21 -4 -22 -24 -20 28 27 -27 -26 -30
right_child=-2 2 6 4 11 10 7 -9 9 -11 -12 12 -14 15 16 -17 -18 -19 24 -21 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=1090.2446722631203 26.314971526301527 -4518.8413755612955 -7304.6259431318804 -3421.4596326326073 -61654.545499320659 83670.236477714061 -197651.73544034094 -7469.9431166911454 -34294.060039681448 -148602.39370484103 205762.00697214226 22343.880411062095 56571.301496665314 212949.86663049768 -39070.362898489933 -72672.428966346153 12521.649250676082 -220672.88514344266 -27772.377170526917 -27412.983039504321 1631.7799077571808 88503.793571916016 -34732.553916844787 -152180.21191638996 6918.4538373980104 9504.0944271026292 721.44361638248677 -34337.002314025078 102301.84347095247 -12512.883762365109
leaf_weight=88377 3924849 1284 528 152 115 173 88 5851 426 173 76 1229 557 54 149 26 104 61 2300 4309 4614 581 848 158 15622 1803 13748 4801 470 278
leaf_count=88377 3924849 1284 528 152 115 173 88 5851 426 173 76 1229 557 54 149 26 104 61 2300 4309 4614 581 848 158 15622 1803 13748 4801 470 278
internal_value=0 -693.379 -3295.5 16909.7 27115.3 73797.5 -4716.34 -15512 -84004.1 -67308 120935 18958.7 23211.2 11762.3 6144.1 120123 -57262 -91821.6 -3306.39 -10556.9 237.066 42889 -8179.47 -53178.6 -1255.47 405.362 -6770.72 -22367.7 9327.02 59630.1
internal_weight=0 148955 60578 3980 2696 401 56598 6538 687 599 249 2295 2180 1623 1543 80 314 210 50060 11038 6729 1109 5620 1006 39022 36722 20352 6604 16370 748
internal_count=4073804 148955 60578 3980 2696 401 56598 6538 687 599 249 2295 2180 1623 1543 80 314 210 50060 11038 6729 1109 5620 1006 39022 36722 20352 6604 16370 748
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=6 5 6 4 0 0 0 0 4 1 6 7 4 4 3 1 6 0 4 1 3 0 2 3 0 4 6 1 6 4
split_gain=7.69854e+12 4.36087e+13 7.96443e+13 1.01176e+14 8.076e+13 9.81975e+13 1.90835e+14 1.13344e+14 1.19418e+14 1.48703e+14 1.08477e+14 1.12599e+14 9.3971e+13 9.38513e+13 8.34081e+13 7.93242e+13 8.06245e+13 8.64995e+13 7.87675e+13 1.43341e+14 7.6864e+13 7.59037e+13 7.01012e+13 6.99201e+13 6.91672e+13 6.78739e+13 6.66494e+13 6.62968e+13 6.55474e+13 1.10943e+14
threshold=88.825000000000003 2.5000000000000004 125.02000000000002 4.5000000000000009 45.067157700000003 56.288960650000007 55.910578700000009 56.520242650000007 14.500000000000002 30.205407000000005 114.05000000000001 6.0000000000000009 12.500000000000002 6.5000000000000009 16.500000000000004 30.226173900000003 97.020000000000024 60.034792100000011 6.5000000000000009 30.370944000000005 19.500000000000004 51.567244500000008 4137.5000000000009 4.5000000000000009 55.080855950000007 7.5000000000000009 116.05000000000001 39.105193450000009 105.00500000000001 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 12 6 10 -7 15 -10 11 -6 26 24 -11 -9 17 18 19 23 28 -13 -18 -17 -12 -20 -5 -15 -14 -30
right_child=1 -3 -4 4 5 7 -8 8 9 14 13 21 20 27 -16 16 22 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=33.148747172100848 -35641.711739680941 -155.84584944542974 11901.858106324542 -3990.94404183701 -19203.807315290902 47719.438048226497 -83649.46214962982 54586.318342712992 -175252.70986027643 -32831.080463045968 -81183.231481481489 -66119.654937065978 18607.165535380482 -154440.52151776175 24664.227015509052 -53235.555615651712 -9433.1323751032996 -103403.33635506466 132273.21603422621 74973.403590675647 -82285.371404670281 25641.167798599367 -84421.786803683441 -216149.08331801475 133201.38955652574 25721.511802197725 -86321.022995676583 -49081.364020876026 129076.07745064399 -5319.636828497024
leaf_weight=3849942 1208 205739 2350 2168 3462 448 430 311 65 1207 27 99 1637 117 319 117 1021 58 63 81 68 1008 142 34 34 1171 103 122 148 105
leaf_count=3849942 1208 205739 2350 2168 3462 448 430 311 65 1207 27 99 1637 117 319 117 1021 58 63 81 68 1008 142 34 34 1171 103 122 148 105
internal_value=0 -570.087 -5272.7 -7831.52 -5524.98 -10288 -19791.1 -290.688 -4977.66 -27121.7 -14151.5 -10326.8 6116.29 -72401.9 -20812.1 6773.9 1239.97 16372 21110.7 -32348.2 22170.2 17434.9 -18589.1 -89918.1 38309.8 31161.3 -7724.98 -100659 25928.4 73299.2
internal_weight=0 223862 18123 15773 14565 10336 5299 5037 4589 1591 4869 4569 4229 300 1526 2998 2687 1524 1466 232 1958 1107 1163 151 61 1234 2271 239 1890 253
internal_count=4073804 223862 18123 15773 14565 10336 5299 5037 4589 1591 4869 4569 4229 300 1526 2998 2687 1524 1466 232 1958 1107 1163 151 61 1234 2271 239 1890 253
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=1 4 1 0 7 0 6 4 4 2 7 4 0 4 6 4 0 3 4 6 6 6 3 6 4 4 4 0 6 4
split_gain=7.3232e+12 7.36468e+13 5.39683e+13 1.58305e+14 2.26648e+14 3.92225e+14 2.11496e+14 2.0096e+14 1.79124e+14 1.01759e+14 1.47274e+14 1.88843e+14 2.7686e+14 2.52038e+14 1.57352e+14 1.44205e+14 1.08233e+14 1.08135e+14 1.04842e+14 1.01142e+14 1.00927e+14 9.49868e+13 9.11997e+13 1.05342e+14 8.87546e+13 1.02918e+14 1.98635e+14 1.25039e+14 8.87308e+13 8.58758e+13
threshold=30.084656550000002 21.500000000000004 30.157841000000001 59.848366150000011 6.0000000000000009 59.864072000000007 76.00500000000001 13.500000000000002 4.5000000000000009 3338.0000000000005 6.0000000000000009 8.5000000000000018 59.764576050000009 5.5000000000000009 70.00500000000001 11.500000000000002 58.603553700000006 7.5000000000000009 4.5000000000000009 36.905000000000008 82.905000000000015 82.905000000000015 2.5000000000000004 90.045000000000016 14.500000000000002 5.5000000000000009 7.5000000000000009 59.856552950000008 77.565000000000012 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 7 5 6 -5 9 -7 10 14 13 17 18 -2 19 -11 -13 -12 -14 -8 -9 -21 28 25 27 -27 -6 -24 -16
right_child=2 -3 -4 4 24 8 20 21 -10 16 11 12 15 -15 29 -17 -18 -19 -20 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-706.10002099011569 -6218.1156528194779 -31187.56923030498 -7.9554885921030269 49804.921103634493 84489.705396075587 65097.573442609922 295034.49428571429 -27778.712574161211 -22369.100322965154 -126506.21985085227 -117995.86837332589 143462.46165865386 -44856.574670410162 -40103.708928745589 -191268.76527944714 -5720.9084484712585 32857.12884607794 441129.87826086953 84822.244544660556 -14681.803396267363 117223.76694921069 -105968.50430044111 94190.411790430357 -100386.07178583561 11537.186923620025 -205793.05029871326 -27159.657132389235 -23621.737431502595 210063.12562500002 -53815.456179124827
leaf_weight=51670 3909 805 4005167 1335 172 301 35 1222 1054 44 28 26 64 761 52 405 1356 23 284 72 363 178 297 23 2625 68 736 283 85 361
leaf_count=51670 3909 805 4005167 1335 172 301 35 1222 1054 44 28 26 64 761 52 405 1356 23 284 72 363 178 297 23 2625 68 736 283 85 361
internal_value=0 -1173.71 15.3159 5782.28 17144.9 37365.7 68879.4 -2837.98 -2939.23 3430.92 -1918.79 20028.5 51409.2 -9071.1 -12420.2 39404 27848.6 283184 66620.6 73185.1 132860 -37720 89023 107459 1068.22 -20759.5 -42268 17246.8 119974 -71121.9
internal_weight=0 52475 4.02133e+06 16162 6972 3088 1733 9190 1355 7790 6390 2068 995 1073 4322 946 1400 49 312 541 398 1400 477 405 3884 1259 804 455 382 413
internal_count=4073804 52475 4021329 16162 6972 3088 1733 9190 1355 7790 6390 2068 995 1073 4322 946 1400 49 312 541 398 1400 477 405 3884 1259 804 455 382 413
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=1 1 1 4 6 0 0 4 6 0 4 3 6 6 1 0 4 0 6 1 5 0 0 0 1 0 6 4 4 0
split_gain=7.30298e+12 2.62002e+13 2.1878e+14 9.99062e+13 1.5191e+14 1.10317e+14 2.43991e+14 1.35985e+14 9.01716e+13 1.66735e+14 8.32287e+13 9.22353e+13 7.93652e+13 7.87402e+13 7.63337e+13 1.20993e+14 7.60672e+13 1.38482e+14 1.00786e+14 8.82051e+13 7.60439e+13 7.51556e+13 8.76864e+13 1.00498e+14 2.06916e+14 5.25718e+14 4.66526e+14 1.30224e+14 1.13896e+14 1.02742e+14
threshold=83.658467900000019 82.970388650000018 82.965501500000016 6.5000000000000009 112.00500000000001 54.947759400000002 55.007293000000011 19.500000000000004 51.805000000000007 54.988402950000008 25.500000000000004 22.500000000000004 99.050000000000011 79.710000000000022 82.948524700000021 55.102137100000007 11.500000000000002 54.94428030000001 56.805000000000007 82.966990000000024 1.5000000000000002 54.73499850000001 54.943815050000005 54.810424650000009 83.086354900000018 54.86311005000001 93.050000000000011 9.5000000000000018 3.5000000000000004 54.916864950000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 16 7 8 -7 -10 11 12 -8 -4 -1 -16 17 18 -5 -18 -17 -3 23 -23 29 26 28 -28 -26 -25
right_child=-2 21 3 5 -6 6 10 -9 9 -11 -12 -13 -14 -15 15 20 19 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=48.77144185364115 558.16375867739032 -10117.723428111853 -8143.6774665373759 13595.404750021547 72018.631371967305 29471.533811709756 8579.2013919785095 -5293.7825887446015 38693.184758060961 108939.27368164062 -25686.713725178481 65275.844528902497 -81918.601983019777 -98680.228125000009 -1906.9665961069022 230.73487564517828 25245.850600398371 2518.03388474249 45180.408711748176 -10398.377805387176 -28310.356312879478 -3776.1869241354634 -1132.8468052537348 -9101.0337520904559 -36911.470776827831 8342.025447681066 224173.34196068547 534443.88750000007 70650.570972492904 8161.1803233375658
leaf_weight=3330528 221656 8541 4856 4521 237 2223 8687 709 1074 493 731 286 98 98 116144 1381 807 15212 1301 4969 2881 10373 314033 5900 106 6227 31 24 1381 8296
leaf_count=3330528 221656 8541 4856 4521 237 2223 8687 709 1074 493 731 286 98 98 116144 1381 807 15212 1301 4969 2881 10373 314033 5900 106 6227 31 24 1381 8296
internal_value=0 -32.1172 50.9631 6879.22 -6193.02 8529.82 15622.5 34902.3 42421.8 60793.6 6773.25 9389.09 7569.66 -9934.67 -40.6532 -2514.21 4746.47 7537.74 20653.5 -5418.31 -19062.3 -850.776 -622.266 4335.96 8166.93 21286.9 73561.5 359564 62983.1 986.831
internal_weight=0 3.85215e+06 3.49724e+06 46302 5191 41111 14301 4499 3790 1567 9802 9071 8785 4954 3.45093e+06 120406 26810 21034 5822 5776 4262 354912 346371 32338 21965 7769 1542 55 1487 14196
internal_count=4073804 3852148 3497236 46302 5191 41111 14301 4499 3790 1567 9802 9071 8785 4954 3450934 120406 26810 21034 5822 5776 4262 354912 346371 32338 21965 7769 1542 55 1487 14196
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 1 1 0 1 0 7 6 4 4 0 0 0 4 7 6 4 1 0 1 4 4 4 6 4 0
split_gain=7.94207e+12 4.01352e+13 3.97347e+13 2.91299e+14 2.76903e+14 2.3923e+14 2.0693e+14 1.89262e+14 1.84677e+14 5.65572e+14 2.38924e+14 2.19551e+14 2.73508e+14 1.69688e+14 2.72967e+14 1.574e+14 2.68412e+14 2.16753e+14 1.599e+14 1.59372e+14 1.39363e+14 1.36271e+14 3.89582e+14 2.95189e+14 2.39815e+14 3.32194e+14 2.39542e+14 1.60996e+14 1.34589e+14 1.3424e+14
threshold=3062.5000000000005 91.443676550000006 49.230435000000007 53.506098950000009 52.061190950000004 50.136929700000003 49.111590500000005 55.775215600000003 49.147669400000005 55.812023600000011 6.0000000000000009 42.875000000000007 7.5000000000000009 16.500000000000004 55.783232450000007 55.791814000000009 55.801384500000005 9.5000000000000018 6.0000000000000009 116.05000000000001 5.5000000000000009 47.386825600000002 57.892117950000006 48.411058050000008 5.5000000000000009 19.500000000000004 22.500000000000004 37.705000000000005 17.500000000000004 54.810424650000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 5 -5 21 -8 9 10 13 -12 -13 -9 28 18 17 -17 -10 -19 -4 -1 23 -23 -25 27 -27 -26 -15 -6
right_child=-2 -3 3 4 29 -7 7 8 15 -11 11 12 -14 14 -16 16 -18 19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-41.3880087400413 148.69308823988428 12404.667613908088 -11772.46281391306 -3418.9125641419423 4254.890133941607 -21557.044520932424 -330.45392155208833 40225.044682366584 322.72939838818729 8924.7468204493853 -17050.109549028446 249134.96988612108 59008.750766109501 109245.78250558037 15849.495731026787 -8127.516999822049 1124.5136831057644 44245.403817018683 -37472.698418601707 -65100.024603713769 -40536.466363690139 -21523.382781415319 96407.35675853974 6590.0941243990519 1448.681060526319 56223.281417564518 -338.72577766281705 -16841.818234192091 340347.95644841273 -1339.1472869663098
leaf_weight=1820627 1908917 2551 6316 24152 71505 10404 29114 2146 6552 9461 78 183 129 42 98 1184 9179 3909 1350 138 2297 9759 376 18101 6527 1262 1841 18320 63 107223
leaf_count=1820627 1908917 2551 6316 24152 71505 10404 29114 2146 6552 9461 78 183 129 42 98 1184 9179 3909 1350 138 2297 9759 376 18101 6527 1262 1841 18320 63 107223
internal_value=0 -131.112 -145.901 -1413.55 -685.445 -8879.88 -0.940712 5607.67 10617 20509.6 60525.9 133010 170525 48491.5 135879 5207.82 11427.5 29506.5 -6134.35 40516.8 -19443.5 -191.079 -5041.59 -5725.06 -2377.13 -8184.49 22665.2 -12037.1 247907 898.9
internal_weight=0 2.16489e+06 2.16234e+06 221897 213284 34556 1.94044e+06 63626 34512 12200 2739 390 312 2349 203 22312 14410 5231 7902 4047 8613 1.87681e+06 56186 55810 46051 27950 3103 24847 105 178728
internal_count=4073804 2164887 2162336 221897 213284 34556 1940439 63626 34512 12200 2739 390 312 2349 203 22312 14410 5231 7902 4047 8613 1876813 56186 55810 46051 27950 3103 24847 105 178728
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 1 4 0 6 1 4 0 1 4 1 0 0 3 6 6 0 0 1 5 1 1 6 5 6 7
split_gain=8.05581e+12 4.12137e+13 8.17212e+13 1.09106e+14 1.45448e+14 9.75391e+13 3.93009e+14 8.28478e+13 8.19078e+13 7.69099e+13 1.18217e+14 1.31967e+14 2.22655e+14 1.17644e+14 9.87167e+13 1.24033e+14 1.84435e+14 9.88571e+13 9.79477e+13 9.10113e+13 8.53871e+13 2.08475e+14 1.6963e+14 1.68672e+14 1.62042e+14 1.79112e+14 1.72297e+14 2.15607e+14 1.09756e+14 1.02411e+14
threshold=19.500000000000004 82.911604200000014 82.968544750000021 82.963919600000011 55.071632200000003 82.965501500000016 23.500000000000004 55.029726000000004 53.705000000000005 60.636764050000004 21.500000000000004 55.012912000000007 61.335446300000008 24.500000000000004 60.605526900000008 56.858606850000008 56.83050475000001 6.5000000000000009 40.610000000000007 50.995000000000012 55.055052800000006 55.050541250000002 82.906746050000024 2.5000000000000004 82.906746050000024 82.901648750000021 130.05000000000004 2.5000000000000004 60.005000000000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 14 18 19 13 -13 -2 16 17 -16 -11 -12 21 22 -14 -24 25 -23 27 -27 -26 -29
right_child=1 2 -4 4 -6 7 8 -9 -10 10 11 12 20 -15 15 -17 -18 -19 -20 -21 -22 24 23 -25 28 26 -28 29 -30 -31
leaf_value=51.0558259951897 -531.78539224269264 2797.554242600725 -4033.5717726679331 20756.459490559897 -34544.947203733209 -19046.997336071683 76119.141586766098 22574.985613602064 176282.0334746459 7154.9061316228317 -9388.4502643305423 -29340.821529110632 10559.441542570363 -3787.5528189041052 -13824.926911179029 -8293.9888041148788 76001.544126088411 23070.298511530629 -25147.715849166572 -49381.523637711463 19976.176538608292 -38942.997903105395 48269.631541603994 199293.74123535157 -11900.194083460367 17741.837179436607 -33456.829331736277 213425.48670194895 -117950.29081139782 64207.929683207418
leaf_weight=3599339 399407 24050 12814 1635 456 655 132 1772 214 1180 1527 2480 1434 6587 972 2061 543 2872 4590 907 5077 969 322 96 164 687 437 93 241 91
leaf_count=3599339 399407 24050 12814 1635 456 655 132 1772 214 1180 1527 2480 1434 6587 972 2061 543 2872 4590 907 5077 969 322 96 164 687 437 93 241 91
internal_value=0 -387.315 2614.04 5560.1 19219.5 24781.3 41246.3 11342 138070 -676.729 -5856.78 -2389.95 464.104 -10776.9 -333.626 11940.9 21447.2 13740.9 -18541.6 -24291.4 11068.8 1094.69 26899.2 82954.6 -16724.1 -6357.6 17782.5 43490.4 -75006.5 139628
internal_weight=0 474465 41728 28914 4864 4408 1981 2427 346 432737 26882 21112 18678 9067 405855 6448 4387 3844 5770 2434 9611 4534 1852 418 2682 2277 1308 871 405 184
internal_count=4073804 474465 41728 28914 4864 4408 1981 2427 346 432737 26882 21112 18678 9067 405855 6448 4387 3844 5770 2434 9611 4534 1852 418 2682 2277 1308 871 405 184
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=6 1 1 4 1 1 0 4 7 4 6 6 3 4 0 0 0 0 4 0 3 3 1 1 6 5 4 0 4 0
split_gain=8.02851e+12 2.36568e+13 1.03501e+14 1.1707e+14 9.45875e+13 1.39856e+14 2.11605e+14 8.31856e+13 7.97333e+13 1.61087e+14 1.17217e+14 7.83435e+13 9.31047e+13 8.27115e+13 7.51765e+13 9.86417e+13 6.80028e+13 1.45282e+14 6.42193e+13 6.40435e+13 6.36368e+13 9.15059e+13 5.60709e+13 7.08828e+13 7.6304e+13 5.08746e+13 6.55525e+13 1.15195e+14 9.53605e+13 1.14141e+14
threshold=100.05000000000001 49.195555600000006 49.095306150000006 24.500000000000004 49.692247900000005 50.136929700000003 53.175387700000009 4.5000000000000009 6.0000000000000009 7.5000000000000009 168.45000000000002 134.05000000000004 1.5000000000000002 22.500000000000004 55.783232450000007 55.81943720000001 55.801384500000005 55.82518790000001 24.500000000000004 55.783232450000007 15.500000000000002 13.500000000000002 48.411058050000008 49.030112300000006 156.15000000000003 4.5000000000000009 5.5000000000000009 55.812023600000011 18.500000000000004 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -8 11 -10 16 13 -13 25 -14 -16 -11 -18 20 -5 21 -9 -2 -24 -25 26 -4 28 -28 -30
right_child=1 4 3 19 5 -7 7 18 9 10 -12 12 14 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=24.19542881127559 -282.02438535568115 -33006.840456293583 51722.170190548786 -176018.6839638158 -103328.50847962846 -2622.1065724134896 -53724.330859375004 69075.506792973014 183160.14695312502 50281.564269819413 231932.62454202585 241308.52248641304 -35666.194787491513 145738.90592105265 76768.828358171988 -60231.629804057469 -47688.022566976259 118445.27040153951 247906.78327055436 -29409.067479053443 -62711.990988338694 273484.70258152176 -106829.34563413847 -28180.38675921315 155017.829 -114925.2744140625 -44567.847656355239 32631.426557190091 -3450.6733774038462 251733.33098958337
leaf_weight=3956282 68836 1001 205 38 86 43514 54 458 80 488 29 23 115 38 345 62 233 68 21 138 34 23 109 251 25 40 696 423 65 24
leaf_count=3956282 68836 1001 205 38 86 43514 54 458 80 488 29 23 115 38 345 62 233 68 21 138 34 23 109 251 25 40 696 423 65 24
internal_value=0 -814.519 306.937 18153.3 -2609.48 -1920.91 43214.8 64575.3 22905.2 47727.4 34482.2 11957.1 44402.5 97.4447 35726.6 55899 27224.8 -10156.2 76493.6 -61063.4 69503.9 78849.8 -494.874 -38551.2 -11586.3 -3711.49 -563.183 -9436.11 -32104.4 65363
internal_weight=0 117522 72331 3110 45191 44190 676 590 2934 898 818 2036 545 1491 522 407 789 301 536 176 515 481 69221 385 276 1453 1413 1208 785 89
internal_count=4073804 117522 72331 3110 45191 44190 676 590 2934 898 818 2036 545 1491 522 407 789 301 536 176 515 481 69221 385 276 1453 1413 1208 785 89
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=2 5 1 4 6 4 1 0 1 2 7 6 0 6 1 1 1 0 1 0 4 6 4 1 0 0 0 4 6 6
split_gain=7.34273e+12 3.52399e+13 7.0097e+13 2.09305e+14 9.48418e+13 2.27314e+14 1.21028e+14 1.13829e+14 1.13234e+14 1.08705e+14 1.89186e+14 1.61811e+14 2.36076e+14 1.35125e+14 1.71998e+14 1.32349e+14 2.42063e+14 2.46208e+14 1.96557e+14 3.04931e+14 2.7919e+14 1.80544e+14 1.80195e+14 3.44184e+14 4.71242e+14 4.47772e+14 2.85142e+14 2.03387e+14 2.02731e+14 1.72017e+14
threshold=451.00000000000006 1.5000000000000002 38.430814800000007 20.500000000000004 45.305000000000007 14.500000000000002 38.247071200000008 55.418618900000006 38.066230450000006 75.000000000000014 6.0000000000000009 50.995000000000012 55.633951400000008 80.030000000000015 37.401708450000008 37.897576350000001 37.978059650000013 55.622114900000007 37.290808600000013 55.972700350000004 23.500000000000004 65.410000000000011 8.5000000000000018 37.401708450000008 55.834019500000004 55.910578700000009 55.806294650000005 7.5000000000000009 68.00500000000001 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 4 -4 5 -3 7 8 -6 11 15 12 -9 14 -12 18 17 -17 20 22 -11 -21 23 24 26 27 -20 -26 -24 -19
right_child=-2 2 3 -5 6 -7 -8 9 -10 10 13 -13 -14 -15 -16 16 -18 29 19 21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-609.03630612276072 -59.952722347589798 2712.8791346909334 -4013.6368766805608 230823.48449835528 -10888.916135996706 22657.322351237315 18195.329340724111 12594.848197735999 15731.523060889729 2608.0570466261365 11451.258480231363 -69.014297182211749 -19664.52275445628 -16147.387911208943 -4026.2833716487376 -49680.133233721201 6232.2719913439487 126.88978334769838 100291.96111811156 6066.0581833036076 -41139.331418883237 -22912.7645609807 4695.188586664256 20525.421984650133 238287.10362100948 -12577.96377681903 -33443.778659834228 511145.95220588235 19884.981612056625 -32065.02675871156
leaf_weight=261462 3396489 46209 30696 38 14046 6521 3870 2983 1803 18874 9351 147925 9471 6332 30924 1475 21819 8598 372 5126 1581 3703 19701 5999 139 67 279 34 15860 2057
leaf_count=261462 3396489 46209 30696 38 14046 6521 3870 2983 1803 18874 9351 147925 9471 6332 30924 1475 21819 8598 372 5126 1581 3703 19701 5999 139 67 279 34 15860 2057
internal_value=0 300.641 872.589 -3723.28 1239.36 5179.36 614.317 407.21 -7860.55 826.296 2739.75 -990.661 -11937.7 -2567.71 -432.727 5080.36 -63.7137 -11388.7 7514.82 10820.8 -773.249 -6088.05 14337.6 29139 87133.5 206909 42976.6 291913 11469.7 -6087.92
internal_weight=0 677315 415853 30734 385119 52730 332389 328519 15849 312670 152291 160379 12454 46607 40275 105684 33949 12130 71735 51280 20455 8829 42451 6890 891 240 651 173 35561 10655
internal_count=4073804 677315 415853 30734 385119 52730 332389 328519 15849 312670 152291 160379 12454 46607 40275 105684 33949 12130 71735 51280 20455 8829 42451 6890 891 240 651 173 35561 10655
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 1 4 1 6 1 0 0 0 0 1 0 3 1 6 4 7 0 0 1 1 6 6 1 4 0
split_gain=7.41236e+12 3.13189e+13 9.95651e+13 9.95778e+13 7.79949e+13 6.86054e+13 6.72524e+13 8.29811e+13 7.68172e+13 9.12087e+13 8.1858e+13 9.23772e+13 7.15472e+13 1.20797e+14 1.16655e+14 6.69433e+13 5.91604e+13 5.82412e+13 5.76317e+13 5.72428e+13 5.64974e+13 5.75906e+13 6.09112e+13 1.67891e+14 1.407e+14 8.98794e+13 1.06987e+14 7.48505e+13 8.93959e+13 9.29046e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 26.500000000000004 37.343102500000008 37.46219940000001 20.500000000000004 30.438492500000006 37.310000000000009 30.438492500000006 59.933037250000005 59.898927250000007 59.933037250000005 59.898927250000007 30.410676000000006 59.898927250000007 5.5000000000000009 30.438492500000006 35.010000000000012 22.500000000000004 6.0000000000000009 55.554045200000012 55.622114900000007 37.425454150000007 37.401708450000008 39.355000000000011 35.995000000000012 37.401708450000008 21.500000000000004 55.858844800000007
decision_type=2 2 2 2 2 2 2 2 2 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 20 8 12 -3 10 11 -10 13 14 -8 17 -13 -5 19 -14 -6 -22 23 24 -23 26 -25 28 29 -24
right_child=-2 2 -4 15 5 -7 7 -9 9 -11 -12 16 18 -15 -16 -17 -18 -19 -20 -21 21 22 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-2677.5357472880746 -92.605895643423253 4493.1348406099569 -1011.9422005027286 -18068.364162660258 1443.5047369379627 170.93507140493841 -134832.74733072918 9394.127490271756 7363.8168540526422 -2557.9899251453558 13693.351731698813 32172.751614415916 41463.641919401649 -47263.205870374528 42757.123643050661 -19784.45747197546 72074.278818597246 -179073.17617924529 -10827.517988474365 2120.2696328309007 -9563.7215585906597 -103205.84802246094 20058.608845785508 12175.298032527715 103958.95244736009 -11343.253163290083 63588.73878075293 -1187.4444577674228 6115.3728451250026 84067.051535754625
leaf_weight=96310 2768799 21680 56246 39 14247 1079270 42 5429 784 2552 7724 847 428 925 310 662 662 53 3799 2720 1185 36 569 1289 367 821 590 3580 1462 377
leaf_count=96310 2768799 21680 56246 39 14247 1079270 42 5429 784 2552 7724 847 428 925 310 662 662 53 3799 2720 1185 36 569 1289 367 821 590 3580 1462 377
internal_value=0 196.48 1853.45 5165.82 51.6427 289.774 5733.4 -201.141 8099.14 14319.1 18618.8 35210.1 -6535.37 -28290.3 21567.4 -30892.4 49677.6 -110821 -2536.37 7469.37 5519.92 11171.6 13874.4 25245.3 85452.9 16258.7 28319 7982.01 21614.3 45567.3
internal_weight=0 1.305e+06 104902 48656 1.2001e+06 1.10379e+06 47902 13653 34249 12569 10017 2293 8224 1277 352 754 1509 92 6947 3148 24523 10276 9091 3103 403 2700 1879 5988 2408 946
internal_count=4073804 1305005 104902 48656 1200103 1103793 47902 13653 34249 12569 10017 2293 8224 1277 352 754 1509 92 6947 3148 24523 10276 9091 3103 403 2700 1879 5988 2408 946
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=1 0 0 6 6 6 6 5 5 6 3 6 6 6 0 3 6 6 0 5 6 7 6 4 6 6 0 7 3 6
split_gain=7.59046e+12 5.8426e+13 3.9036e+13 4.66844e+13 7.95509e+13 4.63437e+13 4.45545e+13 3.82535e+13 3.70783e+13 6.04491e+13 6.72284e+13 8.92766e+13 4.86975e+13 7.03016e+13 7.64705e+13 7.62002e+13 6.54524e+13 2.49402e+14 2.20946e+14 5.41215e+13 4.77476e+13 4.65502e+13 4.22295e+13 3.98393e+13 3.83675e+13 3.82883e+13 3.47882e+13 8.48176e+13 7.82358e+13 5.44963e+13
threshold=20.507515800000004 54.932051950000009 54.943815050000005 64.805000000000021 61.025000000000006 65.805000000000021 67.445000000000007 2.5000000000000004 2.5000000000000004 77.010000000000005 2.5000000000000004 88.825000000000003 88.825000000000003 90.045000000000016 54.724612400000005 6.5000000000000009 77.565000000000012 75.010000000000005 54.724612400000005 3.5000000000000004 76.00500000000001 6.0000000000000009 90.045000000000016 4.5000000000000009 78.605000000000004 79.015000000000015 54.707511300000007 6.0000000000000009 8.5000000000000018 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 20 11 21 16 14 15 -14 17 -10 -19 24 -1 -11 -13 -23 -18 -26 27 -15 -29 -30
right_child=-2 2 3 5 -6 6 7 -9 12 10 -12 22 13 26 -16 -17 19 18 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=2062.9579064466802 -9.6492456834093971 54662.811600293324 7795.3957905829711 -96219.594928385428 76154.144554721031 77288.243177083335 -53136.606298491388 21567.787169471154 -15146.632490716627 -34324.306589395499 51860.853078268789 -224793.56904761904 -79116.547256944454 -117668.92560864828 153283.81435153101 126634.355625 -99350.490658757728 20780.46517857143 394031.02780172415 -167822.82076612907 -47525.30299413071 133137.51732271636 -56774.697806490389 -16584.493634259259 109378.89687500001 -30613.331268773374 2818.5649882880034 -27763.622871658517 -3793.2825284090914 210055.14795673077
leaf_weight=13542 4053548 277 632 60 233 60 145 130 810 61 489 21 45 86 62 30 81 35 29 31 197 52 52 27 20 844 1916 241 22 26
leaf_count=13542 4053548 277 632 60 233 60 145 130 810 61 489 21 45 86 62 30 81 35 29 31 197 52 52 27 20 844 1916 241 22 26
internal_value=0 1930.97 20673.6 13201.4 26208.8 -15283.2 -787.167 -17821.8 392.026 2814.4 31436.7 -15452.4 -7785.03 1528.08 71112.3 3183.81 -20007.9 -131.071 189910 -37807.3 1351.92 31297 -105109 81966.7 -33542.3 -27372.8 -2633 -30486.9 -4543.43 112041
internal_weight=0 20256 1537 1260 865 395 335 275 18719 14441 702 213 4278 2428 137 75 1850 874 64 976 13739 140 73 79 945 864 2291 375 289 48
internal_count=4073804 20256 1537 1260 865 395 335 275 18719 14441 702 213 4278 2428 137 75 1850 874 64 976 13739 140 73 79 945 864 2291 375 289 48
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=2 2 1 0 4 1 0 0 0 6 5 1 4 6 2 1 6 7 1 6 6 4 0 1 4 0 6 1 6 6
split_gain=7.29795e+12 5.26021e+13 9.68327e+13 8.97557e+13 1.3755e+14 8.43518e+13 7.11304e+13 8.84006e+13 1.22612e+14 8.6855e+13 7.64204e+13 7.47628e+13 8.40541e+13 8.57265e+13 7.0506e+13 7.50864e+13 7.64329e+13 7.43434e+13 6.93427e+13 6.88314e+13 6.58423e+13 6.58244e+13 5.75364e+13 7.85609e+13 5.69906e+13 6.7633e+13 5.50113e+13 7.4281e+13 8.30717e+13 8.63867e+13
threshold=3338.0000000000005 4829.0000000000009 65.593879100000024 55.972700350000004 10.500000000000002 28.601854300000003 56.105603650000006 57.174562350000009 57.205086850000008 120.05000000000001 1.5000000000000002 65.64204770000002 16.500000000000004 63.855000000000011 4556.0000000000009 44.628646350000004 79.710000000000022 6.0000000000000009 91.443676550000006 68.00500000000001 49.485000000000007 3.5000000000000004 61.686687400000004 59.999510900000011 17.500000000000004 57.125462300000009 36.605000000000011 30.452677500000004 118.04500000000002 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 5 4 -4 -2 10 19 11 20 -5 21 -13 -14 22 16 -16 -18 -12 24 -10 -9 26 -24 -8 -26 -7 28 29 -28
right_child=1 -3 3 6 -6 14 7 8 9 -11 18 12 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-111.41966052429821 -38682.459343330229 -92.408431674675853 -24109.673924750634 -2997.2113525375603 32660.821178233557 -798.60570436612454 -2982.6885167718287 62062.509244028726 5932.1179625100149 -199470.15577445654 -53397.317441067833 15809.688537321788 38992.416551309077 123733.74135456828 13532.010914884924 -17872.63850896298 71073.600056301817 -22553.959728422618 5380.9110970712463 -16970.272077145448 -14025.300879535531 1747.3425247340551 -340.93565962542135 -20456.814862494997 -2054.2512119935377 -40886.99306932171 6272.2878120781816 3152.1637056814134 -98274.413640738232 24104.153480994948
leaf_weight=2406287 490 1385880 3178 19167 493 30267 23618 192 3072 23 202 1510 531 154 4682 671 441 105 31415 5146 3579 3141 12543 2297 897 897 8851 120086 69 3920
leaf_count=2406287 490 1385880 3178 19167 493 30267 23618 192 3072 23 202 1510 531 154 4682 671 441 105 31415 5146 3579 3141 12543 2297 897 897 8851 120086 69 3920
internal_value=0 160.783 1406.69 -1147.23 -16485.6 2752.94 -545.292 -3550.43 3644.98 -5478.11 1985.03 14659.4 28989.8 58043.8 2863.32 13619.2 17661.1 53068.3 5005.38 -6423.6 -4807.26 5221.84 2506.93 -3454.56 -4287.87 -21470.6 3049.04 3925.15 11154.5 11745.7
internal_weight=0 1.66752e+06 281637 97215 3671 184422 93544 42760 12202 6674 50784 5528 2195 685 183932 5899 5228 546 31617 30558 6651 3333 178033 14840 25412 1794 163193 132926 12840 12771
internal_count=4073804 1667517 281637 97215 3671 184422 93544 42760 12202 6674 50784 5528 2195 685 183932 5899 5228 546 31617 30558 6651 3333 178033 14840 25412 1794 163193 132926 12840 12771
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 4 1 6 6 4 3 4 4 6 5 0 1 5 6 5 1 3 4 4 4 4 6 6 6 6
split_gain=8.43926e+12 2.84956e+13 2.52776e+13 2.43448e+13 2.32535e+13 3.99624e+13 2.97948e+13 3.49339e+13 2.79474e+13 2.35501e+13 2.21018e+13 2.55659e+13 4.10977e+13 1.98237e+13 1.97534e+13 1.89215e+13 5.30464e+13 4.0889e+13 2.93273e+13 2.8946e+13 3.4501e+13 3.22386e+13 3.73942e+13 2.79631e+13 6.7664e+13 6.62859e+13 3.94934e+13 3.63787e+13 2.65887e+13 2.55333e+13
threshold=42.965693300000005 47.800771000000005 47.899251850000006 44.064675150000006 47.504912950000005 11.500000000000002 47.17130860000001 149.05000000000004 99.050000000000011 6.5000000000000009 9.5000000000000018 8.5000000000000018 5.5000000000000009 93.050000000000011 4.5000000000000009 43.051287600000009 47.504912950000005 1.5000000000000002 156.15000000000003 2.5000000000000004 44.628646350000004 6.5000000000000009 7.5000000000000009 17.500000000000004 14.500000000000002 13.500000000000002 78.605000000000004 125.02000000000002 99.050000000000011 118.04500000000002
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 3 13 -1 5 6 8 10 -5 -6 11 12 -8 -3 -4 16 19 -18 23 -2 -21 29 -23 24 25 27 -27 -19 -28 -22
right_child=15 2 14 4 9 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-103216.33437499794 -2375.6337167100369 -23956.220467222691 -8442.6373845575145 -8756.7084162763476 5857.2855960577235 51891.142034822791 14990.589984741211 128386.69681490386 -96171.622553710942 -4597.7823122280697 -53845.365937500006 34599.114065149588 -46752.656670065488 -80689.287586805556 62515.319543457037 -4.3399502337903506 -6037.6755279812051 22013.483745528993 111815.74308696546 -28984.405726298348 10449.926811999268 -103950.69189967106 -2643.719121148923 -45871.701379180377 105538.06545730746 60729.905881076389 -114520.14707932694 82365.259223090281 -11682.276710175305 34349.064895252697
leaf_weight=23 8551 426 2043 427 2896 205 520 26 40 8414 50 387 136 72 40 4042776 563 1328 38 244 2745 38 885 57 99 27 65 108 41 534
leaf_count=23 8551 426 2043 427 2896 205 520 26 40 8414 50 387 136 72 40 4042776 563 1328 38 244 2745 38 885 57 99 27 65 108 41 534
internal_value=0 -2313.63 -11918.9 -424.636 -244.176 10342.9 4972.52 13827 -16244.1 -1920.69 11101.9 14215.3 2190.16 -32158.6 -7080.03 8.95385 3516.35 17424.6 24917.1 1027.27 7572.07 9694.82 -6814.54 23002.8 25356.4 20297.2 -47241.2 26552.5 -74743.2 14342
internal_weight=0 15705 2581 13124 13101 1791 1586 1119 467 11310 1093 1043 656 498 2083 4.0581e+06 15323 2326 1763 12997 4446 4202 923 1725 1668 1569 133 1436 106 3279
internal_count=4073804 15705 2581 13124 13101 1791 1586 1119 467 11310 1093 1043 656 498 2083 4058099 15323 2326 1763 12997 4446 4202 923 1725 1668 1569 133 1436 106 3279
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 7 4 4 4 2 6 1 1 4 4 1 4 1 4 4 1 2 4 1 4 1 6 6 1 4
split_gain=7.65653e+12 2.44995e+13 1.13217e+14 1.07026e+14 8.77221e+13 5.76379e+13 1.8292e+14 2.82408e+14 2.12719e+14 1.46263e+14 1.39059e+14 1.15798e+14 6.86488e+13 1.7003e+14 2.12062e+14 2.31225e+14 7.57972e+13 6.9641e+13 5.59831e+13 5.41647e+13 1.04318e+14 4.96433e+13 4.85371e+13 4.81891e+13 4.03037e+13 3.95642e+13 3.58371e+13 3.47227e+13 6.3911e+13 1.15806e+14
threshold=60.753246850000004 60.05226170000001 30.624707450000006 9.5000000000000018 63.728898350000001 6.0000000000000009 5.5000000000000009 11.500000000000002 4.5000000000000009 3338.0000000000005 85.020000000000024 30.425503950000003 30.315889700000003 13.500000000000002 16.500000000000004 30.226173900000003 22.500000000000004 30.242318500000007 2.5000000000000004 12.500000000000002 30.410676000000006 3338.0000000000005 12.500000000000002 30.226173900000003 14.500000000000002 30.260128500000004 77.565000000000012 48.810000000000009 30.410676000000006 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 5 4 18 27 8 -8 11 -10 12 21 13 22 15 24 -16 -17 -4 20 -14 -7 -9 -12 -15 -18 -13 -3 -29 -30
right_child=-2 2 3 -5 -6 6 7 10 9 -11 23 26 19 14 16 17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=5.1484369718975742 1154.1503558836537 -2069.6450035485955 -11072.094663895388 110450.25879657453 -7725.9452207098511 -142054.91828547299 -70476.692141898253 -38240.044713438416 211063.6479763455 -41875.612309317752 36997.166640625001 59681.80699949187 43735.582166531916 219937.65921266234 -54999.505241753475 -103116.00386284722 -26515.958735147393 40192.054062934774 -74140.569953368715 -21049.297725058932 -34082.812229828494 -14304.309004934212 -177805.12190880408 -79400.840961016598 117621.94700309458 9057.7013412257293 204015.32453125002 1973.5453243167751 107130.52477235101 15582.463530282441
leaf_weight=3987094 56679 10689 187 52 617 37 734 599 108 29 40 123 401 77 225 36 352 584 569 2547 302 171 26 321 77 2796 20 6534 151 1627
leaf_count=3987094 56679 10689 187 52 617 37 734 599 108 29 40 123 401 77 225 36 352 584 569 2547 302 171 26 321 77 2796 20 6534 151 1627
internal_value=0 -16.2843 -2861.82 -30371.9 -35705.3 -1491.42 -7804.84 -10997.6 51843.4 157522 -5789.72 10595.7 -3057.52 4576.74 11904.7 59111.2 1072.29 31870.9 -58540.3 -14267 10305.8 -37029.2 -44046 -66503.6 168780 5079.96 79868.3 1700.02 6547.7 23357.4
internal_weight=0 4.01712e+06 30031 1425 1373 28606 9605 9117 488 137 8383 351 8022 4772 4147 774 3373 620 756 3250 703 208 625 361 154 3148 143 19001 8312 1778
internal_count=4073804 4017125 30031 1425 1373 28606 9605 9117 488 137 8383 351 8022 4772 4147 774 3373 620 756 3250 703 208 625 361 154 3148 143 19001 8312 1778
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=6 1 5 3 2 7 2 0 0 0 4 4 1 6 6 1 0 3 4 6 0 1 4 2 1 1 1 1 0 3
split_gain=7.58732e+12 3.49127e+13 3.60557e+13 4.54064e+13 3.278e+13 3.27524e+13 4.47434e+13 1.23024e+14 8.06582e+13 8.05283e+13 7.91526e+13 6.75218e+13 5.83902e+13 6.63583e+13 5.34058e+13 4.39241e+13 5.628e+13 4.18969e+13 3.9634e+13 3.2841e+13 3.21736e+13 3.17992e+13 3.06416e+13 3.69551e+13 6.92632e+13 6.00564e+13 5.26313e+13 2.92808e+13 2.98635e+13 2.74113e+13
threshold=34.010000000000012 30.509101000000005 1.5000000000000002 9.5000000000000018 3338.0000000000005 6.0000000000000009 75.000000000000014 55.728148450000006 55.60524465000001 55.840017500000009 13.500000000000002 12.500000000000002 37.649344350000007 28.980000000000004 33.305000000000007 30.624707450000006 55.046782850000007 2.5000000000000004 8.5000000000000018 32.005000000000003 55.801384500000005 37.374856000000008 10.500000000000002 915.50000000000011 38.109452700000006 38.166910000000009 36.593086150000012 37.374856000000008 55.554045200000012 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 4 5 -4 29 19 7 8 27 10 11 -9 13 20 -11 -8 -17 -16 -18 -3 -12 -10 23 24 26 -26 -20 28 -7 -1
right_child=-2 2 3 -5 -6 6 15 9 21 14 12 -13 -14 -15 17 16 18 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4886.9411196241872 -53.978145200598398 58.766859605183917 -5827.3609304878182 20257.911133676949 -3679.1972104735819 -8159.5439347116571 -22150.876066456531 -6966.6090004960324 -29558.643181864423 -15925.506587482789 -51850.892671133755 139442.06562500002 -4461.3350300154161 -76915.903677530805 128773.4691089527 -2576.0849324696992 -5070.7680326431246 16622.283542875186 126411.89382860137 2024.0169672795382 -10426.063300024558 15250.948283785512 2879.7607674372312 8940.2942149439095 192535.77653061226 25022.445448704773 5963.8483882068458 -7169.4346904937183 -70540.532086063511 -8579.24972925777
leaf_weight=33974 3522711 280881 14718 699 6042 152 942 315 168 1129 415 35 299 638 37 48607 5307 334 41 121950 342 2763 22289 3993 49 38 315 2884 155 1582
leaf_count=33974 3522711 280881 14718 699 6042 152 942 315 168 1129 415 35 299 638 37 48607 5307 334 41 121950 342 2763 22289 3993 49 38 315 2884 155 1582
internal_value=0 345.041 117.612 -4644.67 3130.6 266.212 -1444.5 -7877.69 705.952 -22705.3 -35618.5 7674.26 -44563.2 -53158.6 -5108.96 -682.27 -431.48 27807.2 2822.85 653.712 -33135.8 12682.5 4390.35 11980.4 39382.9 119369 19835.7 -10294.8 -39654.8 4287.79
internal_weight=0 551093 509495 15417 41598 494078 91247 9666 6122 3544 2044 350 1694 1395 1500 81581 80639 371 32032 402831 757 2931 26725 4436 443 87 356 3191 307 35556
internal_count=4073804 551093 509495 15417 41598 494078 91247 9666 6122 3544 2044 350 1694 1395 1500 81581 80639 371 32032 402831 757 2931 26725 4436 443 87 356 3191 307 35556
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=4 1 5 6 1 6 0 6 0 1 0 0 1 1 6 1 0 1 1 0 6 0 6 6 1 1 0 6 0 0
split_gain=7.54079e+12 1.45766e+13 2.26868e+13 2.83059e+13 2.3907e+13 2.3658e+13 3.08996e+13 2.09489e+13 1.97791e+13 4.60629e+13 5.70838e+13 4.0297e+13 2.33844e+13 1.98738e+13 1.94776e+13 1.90339e+13 2.95442e+13 1.71431e+13 2.95669e+13 3.36131e+13 3.04508e+13 3.03544e+13 2.48892e+13 2.46589e+13 2.24657e+13 3.12778e+13 5.89967e+13 4.53358e+13 4.46843e+13 5.0445e+13
threshold=2.5000000000000004 38.657016300000002 1.5000000000000002 93.050000000000011 103.8879505 57.995000000000012 57.174562350000009 247.90000000000001 46.323575350000006 37.442254400000003 44.990874950000006 45.090603300000005 38.109452700000006 38.166910000000009 74.015000000000015 37.978059650000013 57.892117950000006 39.135518400000002 39.712886600000012 45.015054600000006 168.45000000000002 44.046956350000009 76.605000000000004 60.910000000000004 40.377616600000003 52.061190950000004 45.082176650000008 74.015000000000015 56.685611200000004 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 -11 14 -13 -14 -12 -10 -17 -4 19 21 -21 22 23 -19 -20 26 -26 28 29 -28
right_child=-2 2 17 7 -6 6 -8 -9 15 10 11 12 13 -15 -16 16 -18 18 24 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=7668.8129928820799 -22.893043138126803 -681.49684919899721 6132.7401416131388 113450.71654349664 -19186.729010510604 -46381.340101788308 51507.154276315792 7740.0876922607422 -1911.6533315891288 -2039.4976771950403 -60701.838098538312 -38495.689099007432 -360.21151863578319 -28485.925198473255 -160898.14096467392 7840.7233384929295 -60720.184976196295 -6792.4295030381945 7634.3572788924839 -2839.4512410150696 -113600.58859375001 -56598.998251569763 -81364.509210205084 91978.139405776514 7943.8723805812351 3226.7407533634014 -7238.2222085235844 -25484.988757684416 -20207.95482412877 7009.694872334594
leaf_weight=1580 3961637 21450 9596 37 751 213 38 38 9868 2238 124 537 572 448 23 3504 64 108 6631 3472 25 242 32 33 4409 33389 6050 1040 1438 4217
leaf_count=1580 3961637 21450 9596 37 751 213 38 38 9868 2238 124 537 572 448 23 3504 64 108 6631 3472 25 242 32 33 4409 33389 6050 1040 1438 4217
internal_value=0 808.561 1322.68 -1440.83 -1645.7 -1038.66 -31561.6 59890.7 -1719.15 -6757.57 -12539.8 -26330.8 -21605.6 -12713.5 -76378.8 351.564 6610.93 2203.43 1586.18 -6824.52 -3631.28 -33732.4 -1745.48 16324.1 2161.66 1443.67 -2026.95 -5476.25 -3698.45 -1386.13
internal_weight=0 112167 93209 22527 22452 21701 251 75 18958 5522 3942 1704 1557 1020 147 13436 3568 70682 61086 3912 3497 415 173 141 57174 50543 17154 12745 11705 10267
internal_count=4073804 112167 93209 22527 22452 21701 251 75 18958 5522 3942 1704 1557 1020 147 13436 3568 70682 61086 3912 3497 415 173 141 57174 50543 17154 12745 11705 10267
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=6 4 0 0 6 3 4 3 6 3 6 1 0 1 4 1 5 4 0 4 4 1 3 1 5 5 3 6 0 4
split_gain=7.35626e+12 2.45224e+13 4.52196e+13 9.62333e+13 1.09011e+14 4.46556e+13 4.22977e+13 4.09215e+13 4.1416e+13 7.05674e+13 5.4042e+13 9.04786e+13 5.87412e+13 9.62248e+13 5.30742e+13 5.58096e+13 5.39206e+13 6.05182e+13 5.29594e+13 5.87776e+13 8.39811e+13 5.15703e+13 4.75805e+13 4.65568e+13 5.09566e+13 4.37319e+13 4.35392e+13 4.20302e+13 4.12997e+13 4.00375e+13
threshold=100.05000000000001 14.500000000000002 59.963561900000009 59.950512650000007 104.01000000000001 22.500000000000004 24.500000000000004 1.5000000000000002 149.05000000000004 13.500000000000002 112.00500000000001 30.205407000000005 60.05226170000001 30.425503950000003 24.500000000000004 30.226173900000003 3.5000000000000004 17.500000000000004 60.002985000000002 20.500000000000004 18.500000000000004 30.260128500000004 18.500000000000004 30.315889700000003 3.5000000000000004 3.5000000000000004 6.5000000000000009 130.05000000000004 59.990753350000013 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 7 -7 -4 10 -10 11 -9 18 -14 16 25 17 -13 23 20 26 22 -17 28 -25 -16 -20 -28 -12 -6
right_child=1 2 5 4 29 6 -8 8 9 -11 12 14 13 -15 15 21 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=23.160307316441973 257.75312959438003 -2274.5352172778239 -127979.40163717832 239939.77127016132 11193.475524259869 133664.92224264707 9053.90492665089 117365.98414634148 -202946.78715820314 -4795.623056402439 48927.321867487983 9273.0215228999423 -169812.75401785714 37809.981754954271 154624.10209037163 -165264.42441406252 -99365.900430181966 -53337.497974694299 -67028.56928998162 6449.2199144801343 182869.67162500002 3946.6195234190745 12837.627400716146 -183085.75364583335 634.90497295673083 -9386.2201239224141 109741.4205368042 -39033.405747251163 -49036.324441528326 134249.98020833332
leaf_weight=3956282 77532 37199 34 31 133 34 137 41 32 41 78 218 49 41 37 40 158 529 34 527 50 212 24 36 26 29 64 27 96 33
leaf_count=3956282 77532 37199 34 31 133 34 137 41 32 41 78 218 49 41 37 40 158 529 34 527 50 212 24 36 26 29 64 27 96 33
internal_value=0 -779.673 -2791.02 -1905.37 67802.6 -15558.8 33830.4 -19044.4 -17494 -91656.4 -15156.4 -28803.4 1942.07 -75229.1 -33609.2 -49.4128 -46291.5 -35065.6 9346.55 23123.6 73337.5 -19803.6 -98476.2 -31634.5 -106042 82559 29524.6 65599.4 -5121.59 35656.5
internal_weight=0 117522 39990 37396 197 2594 171 2423 2389 73 2316 1288 1028 90 1247 342 905 747 938 702 175 276 64 236 62 66 125 91 174 166
internal_count=4073804 117522 39990 37396 197 2594 171 2423 2389 73 2316 1288 1028 90 1247 342 905 747 938 702 175 276 64 236 62 66 125 91 174 166
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=6 2 2 3 0 0 6 4 3 1 3 0 4 4 3 0 4 3 7 1 1 5 1 2 0 1 6 4 4 0
split_gain=7.13867e+12 2.50238e+13 3.45894e+13 7.77211e+13 4.22785e+13 1.15652e+14 4.05693e+13 4.01763e+13 4.64545e+13 5.14492e+13 4.62858e+13 8.01195e+13 5.9542e+13 8.43048e+13 5.69988e+13 4.35488e+13 3.79749e+13 1.03618e+14 8.69711e+13 1.05728e+14 5.17363e+13 4.1683e+13 3.683e+13 3.64924e+13 5.04765e+13 3.12607e+13 4.53156e+13 8.21499e+13 2.79574e+14 1.65851e+14
threshold=189.00000000000003 3930.5000000000005 8299.5000000000018 2.5000000000000004 55.080855950000007 55.007293000000011 247.90000000000001 2.5000000000000004 1.5000000000000002 65.64204770000002 3.5000000000000004 57.15297970000001 9.5000000000000018 10.500000000000002 5.5000000000000009 56.818587550000011 7.5000000000000009 4.5000000000000009 6.0000000000000009 82.981285100000022 82.948524700000021 2.5000000000000004 83.754481100000007 5719.5000000000009 55.161746650000005 39.231261550000006 247.90000000000001 6.5000000000000009 8.5000000000000018 53.715816400000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 -4 7 -3 -9 10 23 12 14 -14 -12 -16 21 -18 19 20 -19 -5 -11 24 -10 -2 27 -27 -29 -30
right_child=1 2 3 16 -6 -7 -8 8 9 22 11 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-5.3422243787998145 6605.4162150649609 -65164.659596706078 15638.992747452632 29385.142476109097 -110567.76309374999 242673.82038043477 3596.1178107046489 133708.25606617649 54256.702045898448 -152436.29702380951 45848.138611534552 175734.11409198114 169481.86403266061 38122.188545949837 -143899.73463541668 12750.796071428573 171986.67711693549 -57230.043727727527 56882.668591308597 111998.49014973961 -184887.91028053977 -64852.474244005934 -388.89436553030305 92596.432112068971 -88518.377259615401 -59119.886433015046 4903.0028774693774 168948.32911108993 -114946.49260014552 20621.136360529123
leaf_weight=4067180 1810 37 917 56 25 23 718 51 40 21 123 53 72 152 36 35 31 114 96 30 44 290 66 29 65 432 803 82 153 220
leaf_count=4067180 1810 37 917 56 25 23 718 51 40 21 123 53 72 152 36 35 31 114 96 30 44 290 66 29 65 432 803 82 153 220
internal_value=0 3280.16 9785.87 -313.902 17780.6 21194.1 20748.6 36537.8 41602.3 34814.2 45154.1 59907.4 45221.2 80344.9 4666.02 -66677.6 -26730.2 -1609.57 -20558.5 -60102.9 -92780.3 -49600.1 -37090 -6702.46 -34127.9 -2526.65 -12307.1 -27887.5 1766.15 -34987
internal_weight=0 6624 3124 1626 965 940 1498 780 743 692 605 471 418 224 194 71 661 315 284 188 158 346 87 134 105 3500 1690 887 455 373
internal_count=4073804 6624 3124 1626 965 940 1498 780 743 692 605 471 418 224 194 71 661 315 284 188 158 346 87 134 105 3500 1690 887 455 373
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=4 0 4 1 3 0 7 1 1 6 3 6 6 3 6 7 1 6 6 5 0 6 6 6 6 6 6 6 6 6
split_gain=7.02475e+12 1.40192e+13 1.89071e+13 1.91052e+13 1.88261e+13 1.40192e+13 3.321e+13 1.53528e+13 1.30968e+13 1.25955e+13 1.08458e+13 1.07862e+13 9.94079e+12 9.9066e+12 1.13172e+13 8.67019e+12 6.23102e+13 2.17396e+13 7.82243e+12 7.76003e+12 1.34621e+13 7.60637e+12 2.22654e+13 1.57192e+13 1.16397e+13 1.15573e+13 1.96925e+13 1.46118e+13 9.79355e+12 2.13762e+13
threshold=37.500000000000007 55.834019500000004 38.500000000000007 37.618684050000006 23.500000000000004 55.858844800000007 6.0000000000000009 37.649344350000007 37.768783500000005 79.015000000000015 26.500000000000004 38.805000000000007 78.605000000000004 30.500000000000004 84.810000000000016 6.0000000000000009 37.586700500000006 57.995000000000012 39.025000000000013 1.5000000000000002 55.801384500000005 59.245000000000012 45.305000000000007 61.025000000000006 40.015000000000008 51.405000000000008 48.810000000000009 47.005000000000003 63.140000000000008 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 2 3 10 5 7 -7 -3 9 12 11 -2 15 -6 -15 16 -4 18 -18 -11 -21 22 24 -23 -17 26 27 -24 -25 -30
right_child=1 4 8 -5 13 6 -8 -9 -10 19 -12 -13 -14 14 -16 21 17 -19 -20 20 -22 23 25 28 -26 -27 -28 -29 29 -31
leaf_value=2.4991384599183406 -62457.08238636364 110566.22027200839 124981.28165064103 14456.559309895834 -62502.157598876955 94810.029062500005 -78074.361984375006 19681.176838235297 -39980.098265481654 79205.1794034091 -19418.003238932291 -150563.61354166668 -64404.801041666666 45672.916101074225 -47497.907537286934 -19031.416813275286 -11202.222601744186 -72654.715266927087 58280.107391826925 -11909.827306789823 59329.225997488844 72679.677678571432 -95859.8671875 -51722.053833007812 26020.509408270143 -23356.346911621094 -133854.02414772726 18816.3563125 49876.325073606582 -16191.801975661057
leaf_weight=4072329 33 41 39 33 32 20 25 34 109 22 24 24 30 32 22 131 43 48 26 72 42 28 20 40 102 96 33 25 67 182
leaf_count=4072329 33 41 39 33 32 20 25 34 109 22 24 24 30 32 22 131 43 48 26 72 42 28 20 40 102 96 33 25 67 182
internal_value=0 -6899.87 -10827.8 -49680.5 17297.2 42889.3 -1236.85 69365 -6993.04 -3555.57 -75810.4 -99554.6 -7797.76 -18412.7 7714.43 -5867.98 15515.6 -20973 14979.5 24829.7 14336.1 -10475.5 -19521.4 1138.66 690.886 -46587.2 -75179.1 -32150.9 -5792.65 1585.57
internal_weight=0 1475 1269 114 206 120 45 75 1155 1046 81 57 910 86 54 880 156 117 69 136 114 724 407 317 233 174 78 45 289 249
internal_count=4073804 1475 1269 114 206 120 45 75 1155 1046 81 57 910 86 54 880 156 117 69 136 114 724 407 317 233 174 78 45 289 249
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=1 4 6 5 6 2 1 4 1 6 6 2 0 6 0 0 4 7 1 0 0 6 0 4 6 3 6 1 6 6
split_gain=7.0293e+12 5.0517e+13 6.26054e+13 8.33984e+13 1.22402e+14 8.19245e+13 1.08839e+14 5.93485e+13 1.47457e+14 1.50346e+14 6.73893e+13 6.14548e+13 1.68534e+14 1.53156e+14 1.36639e+14 1.22723e+14 2.4157e+14 1.85635e+14 1.58265e+14 2.6963e+14 1.9245e+14 2.59161e+14 1.9554e+14 3.179e+14 2.45754e+14 1.74127e+14 1.70762e+14 1.68199e+14 1.58284e+14 1.56136e+14
threshold=30.242318500000007 3.5000000000000004 149.05000000000004 3.5000000000000004 77.565000000000012 3338.0000000000005 20.507515800000004 6.5000000000000009 30.084656550000002 130.05000000000004 69.015000000000015 3338.0000000000005 59.825842200000004 72.50500000000001 59.764576050000009 59.838047850000002 9.5000000000000018 6.0000000000000009 30.157841000000001 59.939085000000013 60.002985000000002 62.375000000000007 60.028671700000011 12.500000000000002 68.00500000000001 11.500000000000002 81.705000000000013 30.226173900000003 52.015000000000008 52.015000000000008
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 4 -1 -6 -7 8 -3 10 -10 12 13 -9 -13 -14 17 -17 29 26 21 28 24 25 -22 -24 -20 -25 -21 -18
right_child=-2 7 -4 -5 5 6 -8 11 9 -11 -12 14 15 -15 -16 16 18 -19 19 20 22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-7671.2920397710304 22.575423263314011 -1033.7071198092751 -107643.06103078357 46840.688854765205 -131815.65573918269 -103751.71770833334 26910.959419070976 -18276.493198061686 10904.60258401413 164619.49834558825 39106.471674158871 381.89284494655317 14702.964024743147 -87534.280050008034 27243.56999210592 -12377.586308283107 -1982.9945749825631 -52181.212723484445 -13670.598967249392 10324.001409269162 -9157.6642982589019 38500.669697196681 31909.232098851164 6854.6307568433685 -63378.036613286153 156374.52453613281 -56849.953073581775 -15325.981195280026 -34307.289980449939 22441.21690838645
leaf_weight=3320 3956930 15835 67 241 130 120 136 1782 5611 68 998 27270 3953 389 2035 5303 5415 1504 9130 3389 3523 2855 1775 7044 1096 120 1018 6643 1038 5066
leaf_count=3320 3956930 15835 67 241 130 120 136 1782 5611 68 998 27270 3953 389 2035 5303 5415 1504 9130 3389 3523 2855 1775 7044 1096 120 1018 6643 1038 5066
internal_value=0 -764.322 -11788.4 -10161.2 -13868.1 -67166.7 -34337.2 -372.239 4221.72 16685.4 15163.3 -1516.91 -3323.97 -30686.1 2247.22 -2314.95 -3539.87 -21172.2 -1045.22 -4072.09 1071.54 15009.1 -3952.65 1404.01 -22023.1 39790.9 -18002.2 -3910.75 -140.711 9822.47
internal_weight=0 116874 4014 3947 3706 386 256 112860 22512 6677 6609 90348 61043 2171 29305 58872 54919 6807 48112 37631 27483 7282 20201 15582 4619 1895 10148 13687 4427 10481
internal_count=4073804 116874 4014 3947 3706 386 256 112860 22512 6677 6609 90348 61043 2171 29305 58872 54919 6807 48112 37631 27483 7282 20201 15582 4619 1895 10148 13687 4427 10481
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=6 2 1 0 0 0 0 1 6 6 4 4 3 4 1 0 3 0 6 3 3 4 4 3 4 7 0 6 3 5
split_gain=7.02208e+12 5.18313e+13 4.86599e+13 5.12503e+13 1.2016e+14 9.29966e+13 2.27296e+14 1.13439e+14 1.15921e+14 1.29543e+14 1.97122e+14 9.48861e+13 9.43517e+13 8.89877e+13 8.60823e+13 9.80145e+13 9.11926e+13 1.05674e+14 1.00975e+14 8.52099e+13 7.43432e+13 7.06947e+13 6.79527e+13 1.55039e+14 9.99762e+13 1.03231e+14 1.04747e+14 1.01581e+14 9.76523e+13 7.98767e+13
threshold=112.00500000000001 2882.5000000000005 83.971434050000013 45.055912800000009 45.040161900000008 45.07004340000001 45.082176650000008 39.023883200000007 128.05000000000004 118.04500000000002 9.5000000000000018 23.500000000000004 3.5000000000000004 24.500000000000004 38.977585500000011 45.063245050000006 3.5000000000000004 45.063245050000006 189.00000000000003 15.500000000000002 9.5000000000000018 9.5000000000000018 15.500000000000002 13.500000000000002 7.5000000000000009 6.0000000000000009 45.001720900000002 149.05000000000004 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 2 3 4 22 7 -7 8 9 11 12 -5 -11 19 16 -16 17 -10 -19 -12 21 -18 23 24 -2 29 27 -27 -24 -26
right_child=1 -3 -4 5 -6 6 -8 -9 14 10 13 -13 -14 -15 15 -17 20 18 -20 -21 -22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=17.165778620124279 -2044.4152172294032 -3321.5052814103933 -30620.542776303264 46297.588052466614 -35329.369036558353 -94835.558153772974 4541.9675564999679 -57924.814214871454 -79053.938489583335 133293.37743055556 83504.794071058044 -102273.5146484375 355152.32782012201 261803.54857954546 71427.635890213816 -143174.51557404891 10356.089892578126 239822.83099563955 -9814.7527644230777 -60225.893256191041 4075.9451450892857 -118034.31532752405 -46277.654298539594 -166963.14043367348 34257.534835494975 166302.81899771342 326741.45333806821 -100059.28053977274 -527.48556881337754 -38655.822608278511
leaf_weight=4005334 2080 40055 443 248 1074 233 18829 141 30 36 186 52 41 22 285 23 64 43 26 53 294 130 616 49 1238 41 22 22 1923 171
leaf_count=4005334 2080 40055 443 248 1074 233 18829 141 30 36 186 52 41 22 285 23 64 43 26 53 294 130 616 49 1238 41 22 22 1923 171
internal_value=0 -1004.16 2262.47 2783.25 -4462.77 5311.81 3327.25 27910.2 35805 68374.6 110827 20545.3 251426 69347.1 12587.8 55402.2 -9876.94 77632.1 145756 51631.5 -27629.8 -75678.7 917.095 9708.12 12130.3 31864.9 138887 73287.5 -11627.2 25408.6
internal_weight=0 68470 28415 27972 7236 20736 19062 1674 1533 638 338 300 77 261 895 308 587 99 69 239 488 194 6162 3623 3574 1494 85 63 2539 1409
internal_count=4073804 68470 28415 27972 7236 20736 19062 1674 1533 638 338 300 77 261 895 308 587 99 69 239 488 194 6162 3623 3574 1494 85 63 2539 1409
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=6 5 2 0 4 6 4 1 4 6 6 0 6 0 1 4 0 0 0 3 1 0 2 2 2 3 2 6 4 3
split_gain=7.10446e+12 2.17369e+13 3.24059e+13 7.19485e+13 6.06194e+13 5.06378e+13 7.27153e+13 6.8823e+13 3.47336e+13 2.90269e+13 2.75302e+13 2.48135e+13 2.88223e+13 2.78236e+13 6.9291e+13 5.81047e+13 3.22364e+13 2.39977e+13 2.23841e+13 2.14866e+13 3.17911e+13 2.17268e+13 2.10525e+13 2.05694e+13 2.82255e+13 6.29541e+13 3.77379e+13 3.26429e+13 3.23525e+13 3.76232e+13
threshold=189.00000000000003 5.5000000000000009 2882.5000000000005 59.963561900000009 3.5000000000000004 156.15000000000003 16.500000000000004 39.735861600000007 6.5000000000000009 168.45000000000002 156.15000000000003 53.888505650000006 69.605000000000004 59.91832440000001 36.865631950000008 6.5000000000000009 59.950512650000007 60.753246850000004 55.685785750000008 3.5000000000000004 30.370944000000005 59.933037250000005 2632.5000000000005 3930.5000000000005 8299.5000000000018 2.5000000000000004 10391.500000000002 247.90000000000001 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 -1 3 4 10 11 7 8 19 17 22 12 -6 14 -13 16 -15 -4 -16 -7 21 -21 -3 -2 27 26 -26 28 -25 -30
right_child=23 2 9 -5 5 6 -8 -9 -10 -11 -12 13 -14 15 18 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.5547419093054806 -1992.3925025547571 -119747.937578125 -34528.148219705487 -132207.90015624999 -29502.960762392242 90738.394931175601 -113072.95639880952 258371.92226562501 155618.21437500001 -102045.2512044271 -147955.296875 -145280.59997922208 96764.054882812503 69016.089731911386 -64896.714257812506 -134137.84666193181 -46160.376968383789 65936.423167067318 28315.831524658206 -26018.546093750003 -99192.647585227271 110240.39178125 978.24960843599774 -58027.563975401194 21424.030631555379 -23727.540734918686 -60470.121777343753 3687.7735465684646 120671.22071844363 31672.48488833036
leaf_weight=4066096 3500 20 278 40 29 42 21 20 30 60 29 47 48 101 38 22 32 26 80 22 22 25 52 37 905 661 60 718 51 692
leaf_count=4066096 3500 20 278 40 29 42 21 20 30 60 29 47 48 101 38 22 32 26 80 22 22 25 52 37 905 661 60 718 51 692
internal_value=0 -5.32941 -14164.1 -1870.46 5796.45 18266.6 61944.1 84772.4 60148.4 -38481.3 -65691 -1756.8 49208.9 -14020.4 -42600 16403 41304.5 -25935.8 -1701.77 34345.7 19.7614 46459.6 -32556.8 3272.29 9170.62 47.1316 16332.2 19073.7 33236.6 37781.4
internal_weight=0 4.06718e+06 1084 720 680 579 182 161 141 364 101 397 77 320 165 155 133 304 118 111 69 47 72 6624 3124 1626 965 1498 780 743
internal_count=4073804 4067180 1084 720 680 579 182 161 141 364 101 397 77 320 165 155 133 304 118 111 69 47 72 6624 3124 1626 965 1498 780 743
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 0 2 0 4 5 5 6 2 3 3 0 1 0 0 0 1 4 7 1 6 4 0 6 6
split_gain=7.00992e+12 1.90341e+13 1.70771e+13 7.09727e+13 6.69631e+13 5.763e+13 5.1841e+13 4.53553e+13 4.6372e+13 4.1113e+13 4.50631e+13 4.07068e+13 8.67145e+13 9.25985e+13 5.358e+13 7.43106e+13 3.58442e+13 3.31375e+13 1.23417e+14 7.0666e+13 6.77197e+13 4.68207e+13 4.58134e+13 5.34734e+13 7.4102e+13 5.01726e+13 4.66432e+13 5.05947e+13 4.4568e+13 1.81698e+14
threshold=113.48479755000001 63.565651350000003 94.478249850000012 5160.5000000000009 9907.0000000000018 56.520242650000007 52.02416370000001 5325.0000000000009 51.707269950000004 14.500000000000002 2.5000000000000004 2.5000000000000004 75.010000000000005 9236.5000000000018 6.5000000000000009 7.5000000000000009 51.567244500000008 92.865667950000017 56.006509350000009 51.768991500000006 56.067362750000008 92.948588300000011 14.500000000000002 6.0000000000000009 92.948588300000011 103.03500000000001 8.5000000000000018 55.93962770000001 81.705000000000013 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=2 -2 17 -4 5 7 16 -5 -9 -8 -11 12 -10 -14 -15 -16 -6 -1 19 -19 21 -20 23 26 -25 28 27 -21 -24 -30
right_child=1 -3 3 4 6 -7 9 8 11 10 -12 -13 13 14 15 -17 -18 18 20 22 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-18.026895464309163 1744.5594509955745 -61950.730150847747 -23752.309947954422 69897.707816527065 6113.1230057277044 -33448.605107946954 -8053.0026770428249 -34618.405159597423 37.98404998481243 11304.42471388625 108259.15733816964 7489.0466324172994 -2462.4326765625001 -44957.476144748267 -288577.98272058828 -72646.888437500005 -44909.052261523204 32511.417248664744 13545.973765642164 -96855.746399147727 -795.16488045894812 2039.880529144287 -20343.792971858344 71512.860726744184 -1250.6924197075671 135259.35863281251 -16705.512958528441 -514.16696617793411 -358106.94562499999 -12144.171825396827
leaf_weight=3970540 26157 47 1455 97 178 476 7758 353 19294 333 56 8821 125 45 34 30 608 471 12710 55 7908 4900 1591 215 401 20 2923 6120 20 63
leaf_count=3970540 26157 47 1455 97 178 476 7758 353 19294 333 56 8821 125 45 34 30 608 471 12710 55 7908 4900 1591 215 401 20 2923 6120 20 63
internal_value=0 1630.31 -10.5546 -2075.35 -1249.86 1062.68 -8828.49 1633.1 1402.39 -6462.29 25261.9 1850.92 -695.877 -61204.9 -128570 -187360 -33354.4 9.87882 2972.7 -5447.12 6892.26 10344.4 -7014.31 -4367.95 24145.7 -22189.5 -6298.53 -1372.27 -24070.6 -95508.7
internal_weight=0 26204 4.0476e+06 39663 38208 29275 8933 28799 28702 8147 389 28349 19528 234 109 64 786 4.00794e+06 37397 11879 25518 17610 11408 9714 616 1694 9098 6175 1674 83
internal_count=4073804 26204 4047600 39663 38208 29275 8933 28799 28702 8147 389 28349 19528 234 109 64 786 4007937 37397 11879 25518 17610 11408 9714 616 1694 9098 6175 1674 83
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=4 3 0 1 6 3 6 1 1 0 6 1 6 6 4 5 0 7 0 3 6 0 0 0 1 1 1 1 0 0
split_gain=7.13183e+12 1.01178e+14 1.01424e+14 7.93815e+13 1.98421e+14 1.2447e+14 6.77934e+13 7.27706e+13 1.08277e+14 6.74353e+13 8.91417e+13 1.14392e+14 7.67832e+13 6.50944e+13 9.20916e+13 1.17581e+14 6.03621e+13 8.52075e+13 6.71561e+13 6.21339e+13 6.10101e+13 5.50815e+13 5.28858e+13 5.14511e+13 5.18605e+13 5.05946e+13 9.50893e+13 9.14962e+13 5.34138e+13 5.50389e+13
threshold=3.5000000000000004 1.5000000000000002 53.506098950000009 33.882313700000005 69.605000000000004 2.5000000000000004 74.615000000000009 30.277905650000005 30.323041000000003 53.244414800000008 89.00500000000001 50.298521650000005 112.00500000000001 189.00000000000003 2.5000000000000004 2.5000000000000004 45.177967300000006 6.0000000000000009 46.323575350000006 2.5000000000000004 72.020000000000024 55.783232450000007 56.309668500000008 43.687280500000007 39.712886600000012 40.024897700000004 40.377616600000003 39.908802000000009 43.472751400000007 45.059854000000009
decision_type=2 2 2 2 2 2 2 2 2 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 22 -8 -9 12 -11 -12 16 -1 -15 -16 17 19 -18 25 -21 -17 -4 24 -19 27 -27 28 -5 -30
right_child=-2 2 6 9 5 -7 7 8 -10 10 11 -13 -14 14 15 21 18 23 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2734.0148383751175 -32.822024429754734 7900.9111126239486 -4621.5757281145452 102247.22855247642 103742.43411458335 410818.31690340908 -47652.721209591778 62121.870655487808 -11535.494680607619 10928.934262430157 282974.15520833334 39169.182462686571 -25213.129695066444 10327.332705125997 -67669.657277199076 240903.60723193359 -15510.441147031112 84332.198784722234 -103.29332660570438 11628.623696922585 43149.96609068488 87492.941956676135 900.37381519228529 -3125.5839174291341 -38461.614439372301 113480.27848653591 11406.260888049068 -41824.011973248111 -2881.7883728310471 12368.386300243526
leaf_weight=102658 3837650 169 45349 53 33 22 537 205 7539 5132 27 67 1115 255 27 50 3400 36 16847 5927 685 44 28086 2026 771 94 3136 495 8010 3359
leaf_count=102658 3837650 169 45349 53 33 22 537 205 7539 5132 27 67 1115 255 27 50 3400 36 16847 5927 685 44 28086 2026 771 94 3136 495 8010 3359
internal_value=0 533.378 -1287.64 2192.56 61592.7 226573 -3476.88 -12054.2 -9585.63 1932.58 12696.5 109198 708.482 2886.13 44418.2 116263 1353.07 4682.25 -2690.56 6806.21 14894.2 169094 -2509.65 -11630.9 -32983.8 3275.61 14376.8 266.72 2090.82 1623.91
internal_weight=0 236154 133120 51404 224 55 81716 8281 7744 51180 5226 94 45954 103034 376 121 44839 24592 20247 21759 6612 94 73435 2833 807 15147 3230 11917 11422 11369
internal_count=4073804 236154 133120 51404 224 55 81716 8281 7744 51180 5226 94 45954 103034 376 121 44839 24592 20247 21759 6612 94 73435 2833 807 15147 3230 11917 11422 11369
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 1 1 1 1 1 1 0 6 7 6 0 1 1 4 0 4 4 5 1 4 4 1 2 5 6
split_gain=7.32984e+12 5.66853e+13 1.08449e+14 1.10709e+14 7.70099e+13 7.87752e+13 7.00675e+13 2.76556e+14 1.63815e+14 9.80919e+13 1.69929e+14 2.08338e+14 1.32673e+14 1.21317e+14 8.7833e+13 8.1271e+13 1.81056e+14 2.0618e+14 1.56867e+14 1.2862e+14 1.65608e+14 2.2279e+14 1.27867e+14 1.54785e+14 1.26556e+14 1.21582e+14 1.18828e+14 1.08821e+14 1.16167e+14 1.02518e+14
threshold=44.895258050000002 44.739668300000005 73.00500000000001 20.500000000000004 37.740454950000007 38.430814800000007 37.768783500000005 38.066230450000006 37.780517050000007 37.71815560000001 33.882313700000005 44.601833250000006 57.005000000000003 6.0000000000000009 61.425000000000004 44.046956350000009 39.625203600000013 39.231261550000006 16.500000000000004 43.687280500000007 5.5000000000000009 6.5000000000000009 2.5000000000000004 39.652459050000012 15.500000000000002 11.500000000000002 39.366401150000009 11703.500000000002 2.5000000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 9 8 -8 10 11 -1 -12 14 -13 16 17 -9 19 20 -19 -22 -18 25 27 -24 29 28 -17 -21
right_child=-2 2 3 -5 5 -7 7 15 -10 -11 12 13 -14 -15 -16 24 22 18 -20 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-29680.443773010498 31.152343911455972 137.84915415223205 -23421.961630034595 127977.62558992347 -28095.976099867912 -3898.2967107891454 -1752.2717205069989 -67724.767037544443 18827.5129125893 -11034.890977288007 10890.047419748978 36903.736188132221 78578.814843350599 -44765.305209004517 145448.04900405536 -3107.1625341355466 -2154.9819483638798 13206.276968961149 279763.11409254809 52742.10504542556 396207.71087582241 62030.636123511911 -163312.89752462637 6022.7599229975094 -56979.996209992445 74673.366657366074 -12899.908428166866 10643.721747165107 -18474.199627081129 -12451.685638941499
leaf_weight=1322 3865320 23261 3373 49 2120 3682 5625 211 12382 10949 710 173 489 97 131 20938 80228 74 26 1284 38 42 92 29243 465 28 566 4159 6430 297
leaf_count=1322 3865320 23261 3373 49 2120 3682 5625 211 12382 10949 710 173 489 97 131 20938 80228 74 26 1284 38 42 92 29243 465 28 566 4159 6430 297
internal_value=0 -577.568 -4415.63 -21254.1 -2433.01 -12739.9 130.842 714.459 12398.8 -6690.63 9587.69 -10529.2 38496.2 52608 83677.8 -745.428 523 26928.2 35510.8 32750.9 121029 220765 -88.5133 5557.66 -5191.15 -107783 26418.9 -4427.3 -6717.59 40495.1
internal_weight=0 208484 32485 3422 29063 5802 175999 162128 18007 13871 2922 1723 1199 401 304 144121 112129 2538 2327 2301 154 80 109591 29363 31992 120 2147 31527 27368 1581
internal_count=4073804 208484 32485 3422 29063 5802 175999 162128 18007 13871 2922 1723 1199 401 304 144121 112129 2538 2327 2301 154 80 109591 29363 31992 120 2147 31527 27368 1581
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 4 1 6 6 3 6 6 6 6 6 4 4 3 5 6 3 6 3 0 1 5 3 6 6 6
split_gain=6.99362e+12 2.34528e+13 2.02689e+13 1.94094e+13 1.83394e+13 3.25039e+13 2.41761e+13 2.7242e+13 2.27972e+13 2.18924e+13 1.92022e+13 1.87864e+13 3.24343e+13 2.35135e+13 1.61602e+13 1.60635e+13 2.37348e+13 2.23492e+13 1.54123e+13 1.79086e+13 1.50245e+13 1.59902e+13 1.97091e+13 1.45371e+13 4.2725e+13 3.22352e+13 2.35189e+13 2.68672e+13 2.46195e+13 2.42475e+13
threshold=42.965693300000005 47.800771000000005 47.899251850000006 44.064675150000006 47.504912950000005 11.500000000000002 47.17130860000001 149.05000000000004 99.050000000000011 1.5000000000000002 110.01500000000001 116.05000000000001 108.05000000000001 99.050000000000011 96.050000000000011 13.500000000000002 12.500000000000002 5.5000000000000009 4.5000000000000009 82.00500000000001 9.5000000000000018 79.710000000000022 4.5000000000000009 43.051287600000009 47.504912950000005 1.5000000000000002 10.500000000000002 89.00500000000001 91.02500000000002 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 6 8 11 -5 10 -6 12 13 20 -3 16 17 -7 19 -4 21 -8 -23 24 -2 -26 27 29 -29 -27
right_child=23 2 18 4 9 15 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-92175.248437498973 848.60306144694414 -21902.965612171316 -2742.9718646962569 -8021.8539593091336 8527.3570070556871 -11707.021555223653 10710.91477185347 113467.91081730771 -86972.419736328127 -3208.961579307027 71280.670113357846 -48762.205795522837 132957.47901278408 -49446.932157258067 -75030.995436789774 -13006.511972128379 131752.27354600697 72799.60978250386 54987.128247070315 -25407.395359795406 -46690.258140524842 16596.485348412298 89037.388368055559 -3.501282257451539 -5267.5662872206049 28070.991505462229 -7307.1414479964824 107485.70551060268 37434.851182689112 -5069.4468430852321
leaf_weight=23 12997 432 1597 427 1111 51 762 26 40 10148 51 52 22 62 66 37 36 81 40 446 39 93 63 4042776 563 659 234 56 482 332
leaf_count=23 12997 432 1597 427 1111 51 762 26 40 10148 51 52 22 62 66 37 36 81 40 446 39 93 63 4042776 563 659 234 56 482 332
internal_value=0 -2106.17 -10820.2 -392.451 -231.318 9170.76 4327.42 12303.4 -14784.2 -1720.19 11281.6 9896.93 12827.1 10233.5 -28944 46641.7 59778.5 40149.3 -6487.15 -7690.76 14099.9 16682.5 45851.5 8.15096 3082.45 15564.5 22217 26735.5 44726.4 16968.4
internal_weight=0 15705 2581 13124 13101 1791 1586 1119 467 11310 1162 1093 1041 1019 498 205 168 132 2083 2043 957 918 156 4.0581e+06 15323 2326 1763 1529 538 991
internal_count=4073804 15705 2581 13124 13101 1791 1586 1119 467 11310 1162 1093 1041 1019 498 205 168 132 2083 2043 957 918 156 4058099 15323 2326 1763 1529 538 991
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=1 0 3 6 4 0 4 5 6 6 5 6 0 6 6 3 6 5 5 4 6 6 3 3 0 6 6 3 6 0
split_gain=6.94008e+12 4.74033e+13 3.32246e+13 3.01058e+13 2.87951e+13 6.80179e+13 9.69847e+13 9.52464e+13 7.60885e+13 1.05998e+14 9.27253e+13 5.19955e+13 8.28711e+13 8.91889e+13 4.55775e+13 4.42567e+13 8.70631e+13 7.64423e+13 6.64211e+13 4.27801e+13 5.34623e+13 7.61592e+13 7.1369e+13 5.11689e+13 5.89333e+13 4.11538e+13 6.88772e+13 4.84616e+13 4.10869e+13 4.04471e+13
threshold=20.507515800000004 54.932051950000009 8.5000000000000018 36.280000000000008 9.5000000000000018 54.724612400000005 4.5000000000000009 2.5000000000000004 125.02000000000002 108.05000000000001 3.5000000000000004 84.810000000000016 54.707511300000007 94.02500000000002 55.405000000000008 6.5000000000000009 78.605000000000004 2.5000000000000004 3.5000000000000004 12.500000000000002 114.05000000000001 110.01500000000001 3.5000000000000004 5.5000000000000009 54.724612400000005 156.15000000000003 108.05000000000001 9.5000000000000018 94.02500000000002 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 14 -11 -8 13 -13 -1 -7 -17 -18 -19 20 21 29 -23 -22 -25 26 -21 -27 -14 -6
right_child=-2 2 -4 -5 19 15 7 -9 -10 10 -12 12 28 -15 -16 16 17 18 -20 25 23 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-6542.0655261579241 -9.226588712419467 -25518.638832079676 -42808.290081419429 26576.773378122365 24577.558252280705 4903.7636478848244 -8870.9733190074185 -37719.895522361738 -68831.532230247642 184544.99795496324 -19745.622324810607 303766.14158380684 -132287.02613636365 40496.268447580645 28824.758533807053 8957.4601723491287 269729.52434895834 24893.225252384334 209751.82968750002 380.56609682898198 -120506.51453662111 263265.09100000001 28785.756278935187 30561.755853999432 -134465.19247685184 20023.846765625 -181040.79166666669 195416.42173913046 55091.359499999999 -18786.583797725554
leaf_weight=700 4053548 121 83 1333 1621 2635 4398 1329 106 68 33 22 22 31 760 276 24 77 26 5986 50 25 27 109 27 50 21 23 25 248
leaf_count=700 4053548 121 83 1333 1621 2635 4398 1329 106 68 33 22 22 31 760 276 24 77 26 5986 50 25 27 109 27 50 21 23 25 248
internal_value=0 1846.39 18728.7 22241.5 460.198 -2997.8 -8114.54 -14199.3 13154.6 18721.9 117797 -7249.74 64052.1 149778 11868.1 9623.93 40486.6 109007 71556.6 4908.67 17188.1 22144.7 141516 -34003.5 -2200.95 653.287 -253.669 75284.5 -32617.7 18823.5
internal_weight=0 20256 1537 1454 18719 10532 7494 5827 1667 1561 101 4498 100 53 1460 3038 403 127 103 8187 2107 1921 52 186 136 6080 6007 73 47 1869
internal_count=4073804 20256 1537 1454 18719 10532 7494 5827 1667 1561 101 4498 100 53 1460 3038 403 127 103 8187 2107 1921 52 186 136 6080 6007 73 47 1869
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=1 4 5 5 6 0 0 6 6 6 0 0 0 2 0 4 4 0 0 4 6 7 1 7 0 6 0 0 0 0
split_gain=7.06733e+12 6.03394e+13 5.09088e+13 4.85559e+13 1.24986e+14 1.36199e+14 1.08096e+14 9.62615e+13 5.42387e+13 4.57444e+13 5.06584e+13 3.49157e+14 9.76257e+13 1.00505e+14 2.22983e+14 1.07199e+14 1.27196e+14 1.18908e+14 1.09711e+14 9.13881e+13 1.12133e+14 8.81501e+13 7.95442e+13 1.05986e+14 1.44323e+14 1.00081e+14 7.67599e+13 7.60858e+13 6.82367e+13 6.72701e+13
threshold=30.084656550000002 21.500000000000004 3.5000000000000004 1.5000000000000002 55.405000000000008 54.724612400000005 60.064438250000002 74.015000000000015 78.605000000000004 54.990000000000002 60.002985000000002 59.950512650000007 59.939085000000013 3338.0000000000005 59.764576050000009 4.5000000000000009 9.5000000000000018 59.898927250000007 59.864072000000007 14.500000000000002 90.045000000000016 6.0000000000000009 28.601854300000003 6.0000000000000009 54.707511300000007 118.04500000000002 59.856552950000008 58.603553700000006 59.882709350000006 57.892117950000006
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 11 12 13 15 22 17 21 18 -11 -14 -21 -17 23 24 25 -15 -23 -24 -20 -26
right_child=-2 2 -4 9 5 6 -8 -9 -10 10 -12 -13 19 14 -16 16 -18 -19 28 20 -22 26 27 -25 29 -27 -28 -29 -30 -31
leaf_value=1792.6519085368598 15.045929374068582 -23372.513101877521 -156137.32322916665 -10232.067270291782 104774.8384348517 7499.7518153179117 220045.34907670456 -176759.72542842745 -54663.647486413051 -35507.620368975906 13282.92866063719 -133014.82607662407 113963.01984745148 -19895.291529743641 76973.241819717208 -47745.516558674288 7235.489313569673 -94146.092724609378 158227.90758068973 39901.978776115313 -79849.688504831414 -67905.781097146741 -98269.69139314178 -7048.1992484156672 13441.269014558515 -211085.09023437501 -259965.45855263161 -17893.91335330841 28682.639005887686 -58277.673519736847
leaf_weight=17181 4021329 775 30 6887 295 332 22 31 23 83 2245 203 124 1235 365 914 451 64 99 442 95 46 149 11705 7849 28 38 562 69 133
leaf_count=17181 4021329 775 30 6887 295 332 22 31 23 83 2245 203 124 1235 365 914 451 64 99 442 95 46 149 11705 7849 28 38 562 69 133
internal_value=0 -1153.02 -28320.3 -729.763 3483.69 44811.8 4808.74 -8235.91 93243.1 -2960.07 -1098.21 -2407.76 -1323.42 -2376.69 -537.273 -25344.3 -36838.2 27527.6 58551.9 36584.5 18716.9 -56755.3 -1843.37 -727 7276.21 -24133.9 -154790 -34737.8 105022 12246.3
internal_weight=0 52475 805 51670 17884 703 385 363 318 33786 26899 24654 24451 23790 22026 1764 1449 315 251 661 537 998 21661 20950 9245 1263 84 711 168 7982
internal_count=4073804 52475 805 51670 17884 703 385 363 318 33786 26899 24654 24451 23790 22026 1764 1449 315 251 661 537 998 21661 20950 9245 1263 84 711 168 7982
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 4 1 4 1 4 0 0 0 0 1 5 6 3 2 4 1 3 0 0 6 4 4 3 5 0
split_gain=6.70953e+12 4.63488e+13 1.03367e+14 8.46137e+13 9.4895e+13 8.75766e+13 8.32412e+13 8.78211e+13 7.72952e+13 7.78781e+13 7.69766e+13 8.18271e+13 1.28541e+14 1.0415e+14 7.59855e+13 9.12655e+13 6.68337e+13 7.04329e+13 6.50586e+13 7.99956e+13 6.38272e+13 7.69083e+13 6.22809e+13 6.10192e+13 5.91088e+13 5.74008e+13 5.57299e+13 5.50687e+13 5.33595e+13 5.52728e+13
threshold=88.825000000000003 84.810000000000016 54.942865800000007 54.94613300000001 30.315889700000003 5.5000000000000009 30.362494150000003 8.5000000000000018 30.389265100000003 8.5000000000000018 60.01610465000001 59.838047850000002 59.856552950000008 59.91832440000001 30.277905650000005 2.5000000000000004 87.015000000000015 1.5000000000000002 2764.0000000000005 17.500000000000004 30.323041000000003 9.5000000000000018 59.939085000000013 59.825842200000004 88.00500000000001 24.500000000000004 10.500000000000002 9.5000000000000018 3.5000000000000004 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 -5 7 22 9 -8 11 -7 -13 26 25 -16 17 -4 19 -3 21 28 -6 -11 -17 -15 -14 -18 29 -9
right_child=-2 2 3 4 6 10 8 20 -10 23 -12 12 13 14 15 24 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-26.935537368584846 -532.20995831998471 16313.237494731553 -48774.567910574784 -52094.547383996214 10464.27560496508 -61035.870915985113 24280.308015667459 46773.147680329625 2270.6279087386743 -127919.25326302084 -36854.34630721475 75647.432808111524 -85912.627982227714 32570.077903673187 67188.800325520846 -45349.587275955055 1428.1488682148699 -12453.497896961806 6614.5804164389674 68255.738566874134 54068.846473055484 -78874.022162356327 -71556.943378751239 -32643.121651355134 48582.701542968753 190309.46733398439 -16792.545091110354 -28563.795405982906 183976.4533482143 -76923.967146809897
leaf_weight=3745702 223862 1703 700 528 349 192 230 146 69548 75 694 242 171 595 120 412 4786 2250 18198 359 839 87 126 648 80 24 367 702 21 48
leaf_count=3745702 223862 1703 700 528 349 192 230 146 69548 75 694 242 171 595 120 412 4786 2250 18198 359 839 87 126 648 80 24 367 702 21 48
internal_value=0 30.9463 2110.84 564.143 1625 -14638.6 2397.4 24837.6 1883.03 -26403.2 -7811.94 1337.15 7292.2 -2058.82 13982 -11004.5 -8933.31 -21072.1 8522.08 25356.6 39878.8 456.936 -11292.9 -42526.5 -30076 38686 -38761.9 -2408.28 32558.3 16167.7
internal_weight=0 3.84994e+06 104240 83980 75542 3425 72117 1616 70501 953 2897 2203 2011 1769 1231 612 8438 2950 20260 2062 1141 302 475 723 492 619 538 5488 215 194
internal_count=4073804 3849942 104240 83980 75542 3425 72117 1616 70501 953 2897 2203 2011 1769 1231 612 8438 2950 20260 2062 1141 302 475 723 492 619 538 5488 215 194
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=6 1 6 4 1 0 0 1 0 0 0 0 4 6 1 0 0 0 4 1 4 0 5 0 1 4 0 4 1 4
split_gain=6.75078e+12 5.76426e+13 7.05399e+13 6.95602e+13 1.98067e+14 6.59572e+14 6.78757e+14 3.30409e+14 2.76973e+14 2.60094e+14 3.48369e+14 3.77815e+14 2.37609e+14 1.17609e+14 1.08335e+14 1.97944e+14 4.69867e+14 2.13658e+14 1.84993e+14 1.80639e+14 1.59162e+14 1.33557e+14 1.75819e+14 1.23271e+14 1.08558e+14 9.93966e+13 2.78672e+14 1.13896e+14 2.14446e+14 9.83067e+13
threshold=64.015000000000015 37.290808600000013 67.00500000000001 15.500000000000002 37.401708450000008 55.858844800000007 55.922096200000006 37.374856000000008 55.883833400000007 55.801384500000005 55.667390500000003 55.685785750000008 11.500000000000002 83.820000000000007 38.948208550000011 45.109778000000006 45.177967300000006 44.685196900000008 9.5000000000000018 38.989878900000008 12.500000000000002 45.022979600000006 1.5000000000000002 51.307150200000002 38.97264950000001 11.500000000000002 44.601833250000006 4.5000000000000009 38.657016300000002 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 9 7 8 -7 10 -3 12 -12 -13 15 17 -17 25 -18 20 21 22 -16 -20 -24 27 -27 28 -6 -9
right_child=1 3 -4 -5 14 6 -8 29 -10 -11 11 13 -14 -15 19 16 18 -19 23 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=70.398333347440257 -7601.5154452593961 7314.1923686261962 -1187.4745011235161 -1174.7937017871443 21354.983325108638 238570.7389572539 -27762.287125410356 120712.29892950761 629515.11562500009 -40996.621844239307 394090.34685479524 19486.97671119203 72382.584683388166 114245.22648622125 289623.76945564401 67888.541796157675 -6600.4492666321521 -23463.431486130343 -50502.053989248685 856.07472875207759 -21010.266921785224 15339.891578505682 72248.928912809002 5361.3144284873888 -412.67190176156856 124017.09931139823 -28120.326258210218 -9862.2966425067916 302648.04754464288 -112370.05052734376
leaf_weight=3135942 19731 6212 130893 275164 845 193 224 190 20 954 58 376 38 201 31 987 33709 8579 401 419590 1066 6898 603 26436 312 234 248 3621 28 20
leaf_count=3135942 19731 6212 130893 275164 845 193 224 190 20 954 58 376 38 201 31 987 33709 8579 401 419590 1066 6898 603 26436 312 234 248 3621 28 20
internal_value=0 -235.392 -2027.68 107.531 796.591 15947.1 112989 187523 275279 7937.64 14718.1 83058.2 266748 52496.3 541.289 -2962.48 -552.682 -13901.8 -1668.39 1155.27 15245 20172.1 55407.7 4526.6 47472.5 2583.18 45738.9 -2045.45 30377 98514
internal_weight=0 937862 150624 787238 512074 8486 647 423 213 7839 6885 673 96 577 503588 75088 61533 13555 60546 428500 8910 7844 946 26837 915 4976 482 4494 873 210
internal_count=4073804 937862 150624 787238 512074 8486 647 423 213 7839 6885 673 96 577 503588 75088 61533 13555 60546 428500 8910 7844 946 26837 915 4976 482 4494 873 210
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 4 0 0 6 0 6 6 6 4 1 1 6 4 0 0 1 0 6 1 1 1 1 0 0 0
split_gain=8.32325e+12 7.70072e+13 9.47983e+13 2.42131e+14 2.67033e+14 2.03599e+14 1.41288e+14 1.36754e+14 1.35997e+14 9.9541e+13 9.54187e+13 8.28061e+13 1.88468e+14 8.25716e+13 3.04701e+14 2.0875e+14 1.10582e+14 8.18395e+13 3.01577e+14 3.39079e+14 4.36229e+14 3.0726e+14 2.63442e+14 2.74559e+14 2.35817e+14 2.19573e+14 2.47173e+14 2.57331e+14 2.76056e+14 4.65261e+14
threshold=16.500000000000004 82.941727000000014 55.02095400000001 82.962856350000024 82.956351500000011 25.500000000000004 54.988402950000008 54.998919050000005 89.00500000000001 55.043091000000011 42.205000000000005 120.05000000000001 156.15000000000003 22.500000000000004 82.966990000000024 82.963919600000011 98.020000000000024 19.500000000000004 60.01610465000001 59.864072000000007 30.389265100000003 60.002985000000002 93.050000000000011 30.323041000000003 30.242318500000007 37.543519500000009 37.600779750000008 55.840017500000009 55.81943720000001 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 11 10 -3 8 -8 -5 -6 -4 -13 16 15 -15 -9 18 19 25 21 22 23 -21 -23 -2 27 28 29 -27
right_child=1 2 3 9 5 -7 7 13 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-77.548123205371212 -4204.7981871650481 -3096.4636079079937 -8882.5382129292793 9491.1597077084152 -31515.863301541791 14960.714080410995 21941.492633735714 1051.3512075062101 107507.45572201507 -4269.805211937196 -75877.911951042348 -110440.55483018945 125637.62660060977 27124.748969491811 -11480.740768017413 128072.4587526581 -68987.938745748586 -373.71741976147638 -13099.785386085963 11689.919208667847 32907.128050037762 -4645.0360424890659 -51802.846542783649 -22709.848849459595 67996.028849243361 28983.320818401473 2012.7652781776087 -10069.261617534119 142448.27025372541 -442652.46555059525
leaf_weight=3147398 58918 30841 9790 6897 764 443 3002 7954 198 22101 1327 193 41 520 1176 338 232 445822 13474 8481 7929 710 976 3194 1206 5243 292374 2025 216 21
leaf_count=3147398 58918 30841 9790 6897 764 443 3002 7954 198 22101 1327 193 41 520 1176 338 232 445822 13474 8481 7929 710 976 3194 1206 5243 292374 2025 216 21
internal_value=0 263.464 -2589.99 -6020.09 -17619.4 -46622.1 630.489 9195.54 27235.9 -996.842 -59669.1 -10287.7 -69076.4 3546.89 21579.2 66892 -933.637 554.777 1603.35 2122.93 14032.4 3758.67 -1893.34 2278.97 41077.9 1376.22 2472.74 20392.1 31648.3 27101.8
internal_weight=0 926406 85817 41556 12558 2534 44261 13420 3200 28998 2091 10024 234 10220 2034 858 8186 840589 394767 381293 22496 14567 12651 11675 1916 358797 299879 7505 5480 5264
internal_count=4073804 926406 85817 41556 12558 2534 44261 13420 3200 28998 2091 10024 234 10220 2034 858 8186 840589 394767 381293 22496 14567 12651 11675 1916 358797 299879 7505 5480 5264
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=3 1 4 6 1 4 0 0 0 0 0 1 1 6 0 2 0 4 1 7 6 6 3 4 0 0 0 5 4 4
split_gain=6.88942e+12 7.1477e+13 1.2169e+14 1.08121e+14 2.58998e+14 1.56553e+14 2.23968e+14 3.96426e+14 7.59653e+13 1.09127e+14 7.4903e+13 1.01074e+14 1.59974e+14 1.26827e+14 1.22787e+14 7.49315e+13 9.16999e+13 7.41201e+13 1.2862e+14 8.44537e+13 9.38738e+13 7.3101e+13 7.17712e+13 1.41198e+14 1.70701e+14 6.96981e+13 1.05163e+14 1.24924e+14 1.4118e+14 1.329e+14
threshold=10.500000000000002 30.362494150000003 10.500000000000002 63.415000000000006 30.323041000000003 15.500000000000002 59.838047850000002 59.825842200000004 60.064438250000002 59.838047850000002 45.055912800000009 39.038055050000004 39.029038350000008 64.405000000000015 45.047736150000013 7833.0000000000009 44.601833250000006 13.500000000000002 30.438492500000006 6.0000000000000009 84.810000000000016 48.945000000000007 14.500000000000002 22.500000000000004 59.848366150000011 59.982409200000006 60.028671700000011 1.5000000000000002 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 -2 25 -5 6 7 -6 9 -7 11 12 15 -14 -15 16 21 18 19 -12 -21 -3 23 -11 -25 -4 27 -27 29 -29
right_child=1 10 3 4 5 8 -8 -9 -10 22 17 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-56.015443354277835 -231346.09957386364 -38214.289206730769 -3226.6474810321233 4137.5520398206054 -54683.835584677421 -6550.6123545423852 57079.07147564998 393971.37825159146 -13875.991514935662 78087.733542915244 -5466.648293501592 -1325.1152752779685 15951.303758241753 107067.22173874365 31665.576261386719 -98095.389497139084 4120.6511457691422 -135.04183125183957 -3883.5608895713631 -44409.205646367656 -181308.30819575474 79997.168628294079 61159.71068485931 141731.99456954657 -57750.201013093174 5442.7027660396488 -244.83240379883262 14344.92947801055 -8334.4939711025563 68677.302213936506
leaf_weight=3436249 22 65 18858 11383 31 535 610 54 425 219 658 24573 3044 330 625 71 26716 505360 21215 912 53 268 1034 51 270 4874 12809 756 621 1113
leaf_count=3436249 22 65 18858 11383 31 535 610 54 425 219 658 24573 3044 330 625 71 26716 505360 21215 912 53 268 1034 51 270 4874 12809 756 621 1113
internal_value=0 301.908 3794.47 3890.91 11228.4 36225.4 78269.8 230344 24693.9 32466.4 -19.0915 3468.99 7254.63 25926.2 57720.6 4501.4 4770.7 -386.866 -5959.25 -33091.6 -51928 56922.9 45728.2 16179.6 -26056.8 1143.97 5229.69 14752.1 32974.7 46700.2
internal_weight=0 637555 53665 53643 14612 3229 695 85 2534 2109 583890 55692 31119 3999 955 27120 27049 528198 22838 1623 965 333 1574 540 321 39031 20173 7364 2490 1869
internal_count=4073804 637555 53665 53643 14612 3229 695 85 2534 2109 583890 55692 31119 3999 955 27120 27049 528198 22838 1623 965 333 1574 540 321 39031 20173 7364 2490 1869
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 1 2 5 4 4 0 1 7 6 0 0 1 1 0 6 0 4 4 0 0 4 6 1 1 6
split_gain=7.30166e+12 1.72314e+14 1.96572e+14 1.04548e+14 9.31924e+13 1.28273e+14 8.16881e+13 1.44478e+14 1.55587e+14 1.21084e+14 1.13858e+14 2.59498e+14 1.72316e+14 1.07472e+14 9.75055e+13 8.34778e+13 1.72315e+14 1.54163e+14 1.65236e+14 1.30387e+14 1.71589e+14 1.67711e+14 1.01707e+14 8.24121e+13 1.06775e+14 8.06188e+13 1.17222e+14 1.255e+14 1.29728e+14 1.07526e+14
threshold=53.175387700000009 53.244414800000008 5.5000000000000009 8.5000000000000018 39.735861600000007 39.723160900000003 3999.0000000000005 1.5000000000000002 3.5000000000000004 15.500000000000002 47.319699650000011 40.024897700000004 6.0000000000000009 156.15000000000003 47.234875100000004 47.22829500000001 39.908802000000009 40.377616600000003 45.090603300000005 72.50500000000001 43.550475500000012 5.5000000000000009 5.5000000000000009 45.029425500000009 45.047736150000013 21.500000000000004 38.605000000000011 44.628646350000004 50.136929700000003 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 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 5 -1 7 -6 -9 -8 12 -12 15 -13 -14 16 -10 19 23 21 -21 -18 -22 -19 -25 26 -5 -28 -29 -27
right_child=1 -3 3 25 6 -7 9 8 10 -11 11 13 14 -15 -16 -17 17 18 -20 20 22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=214.50577971154655 -4309.4384040187142 -0.82724338005722575 51022.627778072638 -1116.448126130422 574.63804679696239 9516.4493089168427 -473.80391642516491 3837.9417858229922 -18239.244833553843 13871.204848170426 -75783.21466037583 -10737.793085435509 17994.832394996083 -147026.35695716596 -9974.2634910850647 324.40205717610775 20710.039433504888 -8398.5100917645032 -32306.854785247393 20599.348046734693 72273.329556241602 -22041.715922979824 211559.01613468537 15539.315453741465 -10175.484098278925 -2156.798553106194 -16931.88881444158 36020.281234657275 14194.367445256647 102130.92625309406
leaf_weight=645906 9843 3075006 690 3600 66328 15173 125347 15742 13028 6174 636 23961 4789 58 1685 14069 2088 20201 2461 1044 186 1637 73 3755 2833 4680 888 4254 7568 101
leaf_count=645906 9843 3075006 690 3600 66328 15173 125347 15742 13028 6174 636 23961 4789 58 1685 14069 2088 20201 2461 1044 186 1637 73 3755 2833 4680 888 4254 7568 101
internal_value=0 74.6996 7418.66 12718.7 -239.94 428.003 -1682.51 -3100.45 -5352.37 199.595 -6916.35 -12736.3 -4801.49 -11066.9 10715.3 -6438.24 -8449.47 -4728.68 -7509.14 11446.4 38674.1 1922.22 111531 -5231.08 4481.33 11465.6 14812.9 19324.8 22048.2 46.3096
internal_weight=0 3.10663e+06 31624 21781 967174 661079 306095 174574 108246 131521 92504 24655 67849 24019 6474 61375 47306 34278 29250 5028 1303 3725 259 26789 6588 21091 16310 12710 11822 4781
internal_count=4073804 3106630 31624 21781 967174 661079 306095 174574 108246 131521 92504 24655 67849 24019 6474 61375 47306 34278 29250 5028 1303 3725 259 26789 6588 21091 16310 12710 11822 4781
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=4 1 4 1 1 7 0 6 6 0 6 3 1 4 6 1 7 1 4 6 5 3 6 1 1 1 4 0 0 0
split_gain=8.04046e+12 5.6375e+13 1.28162e+14 1.07131e+14 1.42332e+14 1.1741e+14 1.06762e+14 9.10393e+13 1.71479e+14 9.43861e+13 2.24828e+14 1.36021e+14 3.35962e+14 1.29931e+14 1.12813e+14 1.10345e+14 1.81821e+14 1.46642e+14 1.36297e+14 1.23267e+14 1.22255e+14 3.91355e+14 1.09556e+14 1.02213e+14 9.23965e+13 8.95558e+13 8.63993e+13 8.28996e+13 1.25501e+14 9.77192e+13
threshold=10.500000000000002 38.011626600000007 14.500000000000002 38.247071200000008 38.657016300000002 6.0000000000000009 55.303261650000003 91.02500000000002 74.015000000000015 44.046956350000009 42.005000000000003 11.500000000000002 39.723160900000003 12.500000000000002 41.005000000000003 39.939672500000007 6.0000000000000009 39.749243900000003 12.500000000000002 60.305000000000007 1.5000000000000002 10.500000000000002 45.995000000000012 39.723160900000003 43.997056950000008 39.718675700000013 24.500000000000004 55.753967500000009 56.288960650000007 56.262014700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -5 8 9 10 14 15 13 -13 -3 16 17 18 -12 -18 21 -20 -22 -16 -9 -15 27 -4 29 -29
right_child=1 2 3 4 -6 -7 -8 24 -10 -11 11 12 -14 25 23 -17 19 -19 20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=108.71518348114785 501.34323646779671 25632.220900968983 8046.9713760450222 107953.31114957441 -63.917274611262918 -22131.306853984097 16875.712764300781 -8147.2829237986807 -12972.513444466807 -3518.3769968310089 -35155.113443515838 28842.738141025646 726.69871979847096 138849.56240291151 194500.13916658101 4906.4387418354481 8858.9484695434567 -75443.770774540288 41148.073295943235 142240.43824629937 223688.36790907118 -347449.85514705884 39571.157908920097 50269.497929546989 9163.7472051662662 333911.56195913465 -56462.729608832466 -16543.734340492632 16280.43118057376 -84396.102065333747
leaf_weight=2547999 674490 2393 4920 134 677250 4486 3257 4351 18841 113592 1267 39 421 43 76 3397 256 588 109 95 36 34 316 139 10582 52 288 2902 1222 229
leaf_count=2547999 674490 2393 4920 134 677250 4486 3257 4351 18841 113592 1267 39 421 43 76 3397 256 588 109 95 36 34 316 139 10582 52 288 2902 1222 229
internal_value=0 -181.548 -722.596 -139.993 38.4079 -8784.31 20474.8 -3306.62 -4089.29 -2726.94 6980.53 -2774.79 44621.2 182528 31866.3 -7088.46 -22174.2 -32201.4 -17771 44959.4 26725.5 -51245.8 58401.3 101253 4119.87 245620 -2521.92 -846.634 -10898.7 -21506.4
internal_weight=0 1.5258e+06 851315 694688 680641 14047 3391 156627 141694 122853 9261 6653 555 134 2608 6098 2701 2350 1762 351 495 143 352 215 14933 95 9561 9273 4353 3131
internal_count=4073804 1525805 851315 694688 680641 14047 3391 156627 141694 122853 9261 6653 555 134 2608 6098 2701 2350 1762 351 495 143 352 215 14933 95 9561 9273 4353 3131
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=6 5 6 4 1 1 0 1 2 0 5 4 4 4 6 3 1 3 6 1 3 4 6 1 0 1 1 1 6 6
split_gain=7.08332e+12 5.36309e+13 1.23553e+14 1.36906e+14 8.75772e+13 9.79624e+13 9.80637e+13 7.84618e+13 7.71197e+13 7.65703e+13 7.47219e+13 1.60671e+14 9.50628e+13 6.96378e+13 6.88994e+13 1.51963e+14 8.24076e+13 7.58695e+13 6.14746e+13 8.02527e+13 7.81052e+13 6.07036e+13 5.8311e+13 5.82328e+13 5.90759e+13 5.77733e+13 5.70083e+13 7.2309e+13 9.22032e+13 6.75144e+13
threshold=97.020000000000024 2.5000000000000004 125.02000000000002 13.500000000000002 30.242318500000007 60.605526900000008 44.685196900000008 82.93515810000001 2691.5000000000005 52.07762420000001 1.5000000000000002 9.5000000000000018 3.5000000000000004 34.500000000000007 104.01000000000001 16.500000000000004 39.723160900000003 4.5000000000000009 116.05000000000001 30.157841000000001 8.5000000000000018 24.500000000000004 116.05000000000001 50.298521650000005 44.895258050000002 39.023883200000007 37.488790500000007 30.260128500000004 247.90000000000001 134.05000000000004
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 18 6 -6 -7 -8 14 11 12 -10 -11 21 16 17 -16 20 -20 -2 -5 23 24 -12 -24 27 -4 29 -29
right_child=1 -3 26 9 5 7 8 -9 10 13 22 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=24.973377247477508 48177.930993913658 -193.9638462279799 32451.040174143902 -4194.4679342475984 -10878.686367895827 24554.19224137576 -30593.829886293017 -51647.718660481769 -16469.318481445312 -13313.691006737352 -113454.67576306402 75862.662834821429 -241554.39027979656 100302.90230189732 11549.966230085785 -134295.39022321429 3333.337455100575 150806.62106889996 -117076.41647016737 26798.880300176716 -146477.94982244319 173983.22309265137 -241110.42861328126 -117849.74984789825 -30313.11963274379 -81839.499663765833 19060.652001629845 -44608.402598741319 1457.3663903808595 -186360.20659722225
leaf_weight=3932741 327 132285 167 435 841 474 968 189 24 1471 98 28 86 56 51 35 87 168 72 84 22 20 32 113 668 79 1888 72 160 63
leaf_count=3932741 327 132285 167 435 841 474 968 189 24 1471 98 28 86 56 51 35 87 168 72 84 22 20 32 113 668 79 1888 72 160 63
internal_value=0 -696.241 -8265.59 -15439 -26417.5 -31888 -39725.6 2831.48 -51300.2 3961.18 -69069.5 -138006 -192445 -9147.01 29107.2 63091.6 85668.5 118377 12580.7 -39605.1 35907.4 3637.52 -59460.2 -50835.9 -40950 -127755 11356 -20129.9 -49896 -110759
internal_weight=0 141063 8778 6428 4105 3600 2937 663 2096 2323 1128 138 110 1527 796 341 306 219 505 156 349 455 990 879 766 111 2350 462 295 135
internal_count=4073804 141063 8778 6428 4105 3600 2937 663 2096 2323 1128 138 110 1527 796 341 306 219 505 156 349 455 990 879 766 111 2350 462 295 135
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 7 4 4 6 0 0 1 0 6 4 1 4 0 1 1 0 6 6 0 6 6 5 6 0 6
split_gain=6.96492e+12 1.50821e+14 3.03376e+14 2.87107e+14 1.11634e+14 1.46399e+14 1.25413e+14 1.00092e+14 1.86499e+14 1.12347e+14 9.64533e+13 2.82594e+14 7.35594e+14 1.81234e+14 1.7677e+14 2.00758e+14 1.59632e+14 1.39518e+14 1.36702e+14 1.30032e+14 1.29152e+14 1.54249e+14 9.99809e+13 9.99018e+13 9.51261e+13 8.58237e+13 8.55405e+13 1.58279e+14 1.28734e+14 8.13721e+13
threshold=43.56803845000001 42.186961750000002 44.249882500000005 9613.5000000000018 44.064675150000006 6.0000000000000009 25.500000000000004 24.500000000000004 77.565000000000012 56.309668500000008 56.309668500000008 43.997056950000008 56.342669500000007 65.00500000000001 11.500000000000002 43.862029600000007 10.500000000000002 56.288960650000007 43.997056950000008 43.932356550000009 56.342669500000007 125.02000000000002 114.05000000000001 56.385857200000011 61.805000000000007 78.605000000000004 3.5000000000000004 91.02500000000002 56.324067350000007 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 -1 3 -3 5 6 7 10 9 -9 17 14 13 -13 16 -16 20 18 -2 -19 -12 23 26 -22 -18 -14 27 28 -17 -4
right_child=4 2 29 -5 -6 -7 -8 8 -10 -11 11 12 25 -15 15 22 24 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-23.455229119172625 7529.9589838692236 3946.2311906457107 -15788.118601871998 -45016.559242291354 -18.001459065847474 -6615.2271301010478 -60020.972752980204 56653.523330597236 160448.39113011854 -43043.318673925241 -7396.6237314790023 30420.708376708018 -44055.453531788138 69996.413114289317 -33962.688125972825 -10311.484477521974 -47428.372686829236 -33849.886358076976 -12090.585227526821 -2508.2617207256526 20897.805352248823 229032.66941287881 160828.50302083336 -13366.793623421167 -216643.9963828125 -179950.95184948982 -37210.961693677033 145599.45364424543 41163.973026198015 -37427.125637771278
leaf_weight=2023178 32210 17992 9681 1283 1940689 11486 290 301 116 181 8428 3150 901 1829 522 625 99 1705 3991 5920 3288 33 60 1148 50 49 176 123 2182 2118
leaf_count=2023178 32210 17992 9681 1283 1940689 11486 290 301 116 181 8428 3150 901 1829 522 625 99 1705 3991 5920 3288 33 60 1148 50 49 176 123 2182 2118
internal_value=0 -129.646 -7043.54 687.126 131.873 3820.05 5598.99 5882.65 46611.8 19215.5 5516.33 10812.9 29572.8 44958.6 4166.04 23496.7 -1298.59 2777.43 5366.88 -9516.45 -109.619 13632.8 32970.4 12030.4 -104212 -51064.8 30500.6 34567.9 29702.6 -19672.5
internal_weight=0 2.05425e+06 31074 19275 2.01955e+06 78863 67377 67087 598 482 66489 22663 5929 4979 16734 3688 13046 43826 36201 7625 12897 4469 3166 4436 149 950 3106 2930 2807 11799
internal_count=4073804 2054252 31074 19275 2019552 78863 67377 67087 598 482 66489 22663 5929 4979 16734 3688 13046 43826 36201 7625 12897 4469 3166 4436 149 950 3106 2930 2807 11799
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 1 6 0 6 0 1 1 4 4 1 4 0 0 1 6 3 4 0 0 0 3 0 2 1 6
split_gain=7.4943e+12 4.44041e+13 1.0111e+14 5.63316e+13 6.25292e+13 7.31051e+13 4.44944e+13 5.51286e+13 4.08484e+13 4.31476e+13 3.78588e+13 1.1066e+14 7.86077e+13 1.0543e+14 1.1305e+14 8.75015e+13 2.04467e+14 9.54378e+13 7.65898e+13 8.60434e+13 6.86305e+13 6.18186e+13 8.14166e+13 5.87899e+13 9.92102e+13 1.07312e+14 7.45305e+13 7.11686e+13 1.93721e+14 1.03317e+14
threshold=112.00500000000001 38.109452700000006 38.430814800000007 55.568628050000008 7.5000000000000009 38.247071200000008 122.65000000000002 55.910578700000009 122.65000000000002 56.288960650000007 37.517483500000004 37.425454150000007 8.5000000000000018 5.5000000000000009 37.46219940000001 19.500000000000004 55.721784200000009 55.539595350000006 37.46219940000001 156.15000000000003 10.500000000000002 9.5000000000000018 55.721784200000009 51.307150200000002 44.739668300000005 1.5000000000000002 55.60524465000001 75.000000000000014 37.702956500000006 118.04500000000002
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 -3 8 6 -6 -8 -5 -10 11 -2 13 18 -15 17 -17 -14 -13 -20 -18 22 -19 24 25 -12 -25 29 -29 -28
right_child=1 2 -4 4 5 -7 7 -9 9 -11 23 12 15 14 -16 16 20 21 19 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=17.73357243960448 2946.8623489565016 -106682.36372528077 -2128.461024466143 -68714.530141813855 -22572.786013595782 93620.434723772327 -16511.264109848486 -173295.01314453126 23261.954767628209 195956.31684782612 157620.78762718022 118176.98300189395 -84978.455620659734 -188849.65045871562 24925.371142578126 -333926.99248798075 -166376.99375000002 37403.021022727269 -175115.46384548611 43520.99112413195 44130.640687897248 83905.830264282238 -194054.97529761906 47188.709735633449 -89927.501580255688 -5412.4335427611759 24686.580954241072 174428.91382515826 12787.635844945196 -59244.183315088849
leaf_weight=4005334 13517 128 50440 23 77 28 33 70 39 23 43 33 72 109 32 26 21 55 36 36 59 152 21 731 132 661 280 79 1206 308
leaf_count=4005334 13517 128 50440 23 77 28 33 70 39 23 43 33 72 109 32 26 21 55 36 36 59 152 21 731 132 661 280 79 1206 308
internal_value=0 -1037.37 -2535.8 -51339.2 -27162 -56693.5 -80075.7 -123063 45103.3 87326 3290.62 1005.94 -39232.5 -83839.7 -140333 -12204.6 -90304.8 15390.8 -7976.77 -65797.2 -11127.6 47086.4 -26552.5 12701 -10371.2 4545.56 20108.2 9539.14 22725.1 -19277.2
internal_weight=0 68470 50861 421 293 208 180 103 85 62 17609 14169 652 246 141 406 106 300 105 72 80 228 76 3440 836 704 2604 1873 1285 588
internal_count=4073804 68470 50861 421 293 208 180 103 85 62 17609 14169 652 246 141 406 106 300 105 72 80 228 76 3440 836 704 2604 1873 1285 588
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=4 1 4 1 1 7 0 3 4 1 1 1 0 6 6 0 0 6 0 1 6 1 4 4 0 4 3 0 1 6
split_gain=7.012e+12 4.57214e+13 1.02454e+14 8.61352e+13 1.1499e+14 9.55362e+13 8.65524e+13 8.26088e+13 7.65478e+13 1.4867e+14 1.24535e+14 2.24135e+14 2.0566e+14 7.63568e+13 1.31066e+14 8.51195e+13 8.81483e+13 1.25298e+14 7.6842e+13 1.28558e+14 1.20617e+14 9.67676e+13 7.58331e+13 7.17963e+13 1.20937e+14 7.0382e+13 8.04849e+13 6.87052e+13 8.66148e+13 8.79772e+13
threshold=10.500000000000002 38.011626600000007 14.500000000000002 38.247071200000008 38.657016300000002 6.0000000000000009 55.303261650000003 14.500000000000002 15.500000000000002 39.366401150000009 38.999037500000007 39.008519500000006 45.063245050000006 91.02500000000002 74.015000000000015 55.029726000000004 55.050541250000002 66.50500000000001 57.14107305000001 65.574968200000015 168.45000000000002 82.966990000000024 24.500000000000004 15.500000000000002 55.633951400000008 24.500000000000004 8.5000000000000018 45.073441650000007 39.135518400000002 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -5 13 9 10 -6 12 -12 14 15 -3 17 -17 21 20 -20 -15 -8 24 -7 -4 -27 -13 -29 -30
right_child=1 2 3 4 8 23 22 -9 -10 -11 11 27 -14 18 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=101.52447384106765 445.44998545481889 373.21819953850348 -725.9457934314504 97157.687829498755 -208.32820406620095 124242.0486235119 13681.120427068114 -123331.18506030702 -269.93967111370642 1933.3781837238505 212237.97052917481 6589.0156997210133 -22007.811191774766 -899.78267917528308 -11413.99551062502 -26942.789716841147 -4043.4226403455978 35868.492283820029 41268.59772393349 -37224.3998729585 245636.23598958334 26504.382936681272 173408.04468749999 -17784.814911386744 -138849.99833984376 67285.012540690106 -74564.316435750326 110320.73891391871 38810.320947261316 -83254.976367975061
leaf_weight=2547999 674490 57125 9273 134 1463 21 3227 57 653642 19592 128 908 53 12472 18809 3088 62261 354 773 221 30 1437 30 4361 104 48 240 163 1239 62
leaf_count=2547999 674490 57125 9273 134 1463 21 3227 57 653642 19592 128 908 53 12472 18809 3088 62261 354 773 221 30 1437 30 4361 104 48 240 163 1239 62
internal_value=0 -169.54 -656.791 -135.886 24.0799 -7886.98 18392.9 -2967.16 -67.8931 5526.23 23053.9 36384.4 143647 -2923.34 -3640.4 -2450.01 -4904.64 -20482.8 3877.84 30315.5 48903.8 1931.46 15152.4 -19926.6 -94650.5 -2237.99 -50922.8 28199.5 41602.8 32993.2
internal_weight=0 1.5258e+06 851315 694688 680641 14047 3391 156627 677250 23608 4016 2553 181 156570 141637 122828 65703 3442 14933 1024 803 13909 3257 4486 125 9561 288 2372 1464 1301
internal_count=4073804 1525805 851315 694688 680641 14047 3391 156627 677250 23608 4016 2553 181 156570 141637 122828 65703 3442 14933 1024 803 13909 3257 4486 125 9561 288 2372 1464 1301
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 7 0 0 1 1 0 6 6 4 4 0 6 1 1 4 4 6 4 0 1 6 4 0
split_gain=7.6808e+12 3.54911e+13 8.77225e+13 1.69096e+14 1.8577e+14 1.40426e+14 1.42918e+14 3.49635e+14 1.63503e+14 1.19089e+14 2.83438e+14 2.05714e+14 1.74597e+14 1.78454e+14 1.17431e+14 1.0292e+14 1.79669e+14 1.54589e+14 1.00438e+14 1.0022e+14 2.08966e+14 1.58762e+14 1.39982e+14 1.28964e+14 1.04982e+14 9.9598e+13 1.07636e+14 9.62991e+13 9.0415e+13 8.88147e+13
threshold=3062.5000000000005 56.782540950000005 55.193450100000007 55.972700350000004 55.685785750000008 40.024897700000004 40.965343750000009 6.0000000000000009 56.115175650000005 55.145978450000008 59.999510900000011 61.511492200000006 55.173955500000005 43.905000000000008 112.00500000000001 28.500000000000004 26.500000000000004 56.760749800000006 53.995000000000012 61.381045500000006 61.335446300000008 19.500000000000004 3.5000000000000004 142.05000000000004 22.500000000000004 55.071632200000003 59.999510900000011 92.02500000000002 18.500000000000004 55.039488700000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 18 -9 25 -11 12 13 -12 28 16 -8 -18 -7 20 21 -15 -22 -21 -24 29 -27 -10 -14 -2
right_child=1 -3 3 5 -6 6 15 8 27 10 11 -13 14 19 -16 -17 17 -19 -20 23 22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-128.93741067616273 -37.241546749322843 977.0457237195053 -6208.7438911804893 -25662.864140090183 -32255.191384982274 36700.514646589399 -808.22124156558027 -34863.334477580407 9345.2154591348117 -43166.577702160888 2185.0367867271498 -13049.979198124192 4532.8174605065251 28361.740999934795 -44070.927054381056 -34956.125751822583 195503.97898041931 34476.211297783244 90550.965696643398 16153.003868334024 261235.80491662162 -25858.010321640038 82537.328630830729 -66127.419569310892 28346.499353700172 -35597.881924447291 -3173.1461297436858 115963.63332741478 -24995.040259350633 3213.3074784603964
leaf_weight=2164887 1112146 405065 31280 2206 3001 895 128869 1004 2269 1216 7724 5349 28607 3429 529 879 79 243 565 8238 35 641 818 195 635 1039 69868 88 1076 90929
leaf_count=2164887 1112146 405065 31280 2206 3001 895 128869 1004 2269 1216 7724 5349 28607 3429 529 879 79 243 565 8238 35 641 818 195 635 1039 69868 88 1076 90929
internal_value=0 146.227 -77.5556 -2207.19 -8488.88 -636.457 -227.176 16680.1 -1069.23 196.35 4608.4 5622.68 7546.15 14385.8 2630.15 -853.837 -621.809 73983 57539.9 21121.4 31546.6 19822.5 63614.8 14250.4 58854.5 -6.21891 -3648.27 13325.9 3462.44 208.437
internal_weight=0 1.90892e+06 1.50385e+06 171378 34281 137097 134891 4821 3361 1.33247e+06 58492 57276 51927 21715 30212 130070 129191 322 1460 13991 5558 4070 1488 8433 1453 1.27398e+06 70907 2357 29683 1.20308e+06
internal_count=4073804 1908917 1503852 171378 34281 137097 134891 4821 3361 1332474 58492 57276 51927 21715 30212 130070 129191 322 1460 13991 5558 4070 1488 8433 1453 1273982 70907 2357 29683 1203075
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 7 1 7 6 6 4 4 6 2 1 0 7 6 1 1 0 0 1 1 6 1 5 4 2 4
split_gain=8.22971e+12 1.06054e+14 9.30038e+13 9.20215e+13 9.16888e+13 1.48028e+14 1.08392e+14 1.09651e+14 1.05619e+14 9.59831e+13 8.70929e+13 1.52536e+14 1.71864e+14 1.23037e+14 1.03375e+14 1.41952e+14 9.87119e+13 1.57873e+14 1.56778e+14 4.01865e+14 4.97864e+14 4.04899e+14 1.65317e+14 1.66634e+14 1.23213e+14 1.35388e+14 1.11876e+14 9.74877e+13 9.72284e+13 9.56057e+13
threshold=56.888401950000009 56.818587550000011 2421.5000000000005 7457.0000000000009 13.500000000000002 6.0000000000000009 52.419561900000012 6.0000000000000009 63.005000000000003 122.65000000000002 5.5000000000000009 8.5000000000000018 68.00500000000001 6082.0000000000009 65.534455000000023 57.113979900000011 6.0000000000000009 89.00500000000001 30.472130500000002 30.624707450000006 59.825842200000004 59.764576050000009 30.303340300000002 30.277905650000005 48.810000000000009 30.362494150000003 2.5000000000000004 13.500000000000002 2632.5000000000005 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 -2 4 5 9 7 8 -6 -3 16 12 -12 -13 -14 -16 -4 18 22 20 21 -20 23 -18 -24 -26 -23 -15 -19 -29
right_child=2 3 10 -5 6 -7 -8 -9 -10 -11 11 13 14 27 15 -17 17 28 19 -21 -22 26 24 -25 25 -27 -28 29 -30 -31
leaf_value=-28.031842091602734 -11990.537555611918 4066.5489474526803 947.13077339757001 -75098.366672346892 -18299.275952319644 24006.788715966846 1582.052661547724 -481.35048535888939 -69783.295488563803 40804.755004307168 -11939.595693268784 35.056777665909081 -445.7136079240102 -2987.0252627806931 -63717.577335069451 46045.40419877055 19754.54605653114 -67687.60266839106 -14889.437048339845 17128.56755647562 13816.264571682499 318442.89957627119 5584.7930836778287 203458.04230621937 -64714.757838586265 -8783.7875039733153 553072.39274193556 -23171.95880700049 -6414.2235558537459 -1759.8078517904626
leaf_weight=3252351 6747 52034 187490 149 1426 4232 30076 2270 553 721 24616 449783 12371 24273 135 926 1552 370 32 8054 139 59 1780 51 730 1063 31 5607 863 3320
leaf_count=3252351 6747 52034 187490 149 1426 4232 30076 2270 553 721 24616 449783 12371 24273 135 926 1552 370 32 8054 139 59 1780 51 730 1063 31 5607 863 3320
internal_value=0 66.4095 -304.196 3424.74 3552.87 6012.17 -530.103 -15480.7 -32685.7 4568.65 -195.177 -878.809 -6974.95 -398.573 2123.46 32079.3 1566.29 9450.45 12580.9 21086.1 143208 290630 -1082.42 25599.1 -13052.9 -31555.5 399260 -6273.25 -24801.2 -15208.7
internal_weight=0 3.34381e+06 729992 91461 91312 56987 34325 4249 1979 52755 723245 521031 38048 482983 13432 1061 202214 14724 13491 8315 261 122 5176 1603 3573 1793 90 33200 1233 8927
internal_count=4073804 3343812 729992 91461 91312 56987 34325 4249 1979 52755 723245 521031 38048 482983 13432 1061 202214 14724 13491 8315 261 122 5176 1603 3573 1793 90 33200 1233 8927
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=6 0 0 2 4 0 0 1 1 4 1 7 4 4 2 6 3 0 6 5 4 6 3 3 6 4 5 4 0 6
split_gain=8.00672e+12 2.68145e+13 1.79027e+14 9.12344e+13 9.07676e+13 7.21821e+13 8.21203e+13 1.20466e+14 7.90078e+13 1.89305e+14 1.09504e+14 1.31652e+14 1.24047e+14 1.74494e+14 1.01705e+14 8.58948e+13 8.53939e+13 8.26633e+13 7.25869e+13 1.09962e+14 6.96385e+13 1.07278e+14 7.45547e+13 6.89822e+13 8.60551e+13 7.59672e+13 1.3417e+14 1.20478e+14 8.71789e+13 8.45293e+13
threshold=102.04000000000001 56.850115550000005 56.83050475000001 6082.0000000000009 5.5000000000000009 56.385857200000011 56.309668500000008 44.064675150000006 60.590708550000009 5.5000000000000009 60.620042600000012 6.0000000000000009 15.500000000000002 29.500000000000004 4829.0000000000009 142.05000000000004 10.500000000000002 56.802121050000004 134.05000000000004 4.5000000000000009 31.500000000000004 142.05000000000004 4.5000000000000009 3.5000000000000004 168.45000000000002 6.5000000000000009 3.5000000000000004 11.500000000000002 56.342669500000007 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 5 -4 -5 6 -2 23 9 14 18 12 -12 17 -7 -11 -17 -14 19 -10 21 22 -13 25 -25 28 -27 -28 29 -8
right_child=1 -3 3 4 -6 8 7 -9 10 15 11 20 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=23.057639217803175 -466.7785704888247 -3755.2967329115891 -55578.390859185383 -66275.70372431507 48431.510185521569 -48824.883478961077 79722.979976696632 -193640.39393028847 17816.808097117126 -36095.895643736665 -6223.2224781957166 -55475.658517795142 -12145.151640625001 29128.311430521848 62713.134336985022 -137525.49891364644 17488.385182291669 -148388.71738197783 64097.092436664738 -131367.28138020833 -24475.61224729304 232549.44558035713 93465.12255859375 29751.440861280858 127914.11932184279 -92278.16908313382 116761.19024959416 -102801.97722101986 -94240.093574955783 -18591.169694475448
leaf_weight=3966508 75452 24542 103 73 1254 114 233 26 581 1186 464 54 55 103 289 169 45 234 311 54 114 35 89 1126 97 186 77 37 53 140
leaf_count=3966508 75452 24542 103 73 1254 114 233 26 581 1186 464 54 55 103 289 169 45 234 311 54 114 35 89 1126 97 186 77 37 53 140
internal_value=0 -852.393 8.50937 35084.2 42121.3 -608.261 60.1202 20189.5 -13887.9 -29232.7 -675.575 -21434.3 -41213 -82629.4 31161.4 -46617.5 -104929 -122460 24515.8 5130.29 36547 75628.9 37221.8 23042.1 37537 -1375.81 -39922.7 45499.5 25769.9 42822.2
internal_weight=0 107296 82754 1430 1327 81324 77427 1975 3897 1803 2094 1148 856 392 403 1400 214 289 946 635 292 178 143 1949 1223 726 300 114 426 373
internal_count=4073804 107296 82754 1430 1327 81324 77427 1975 3897 1803 2094 1148 856 392 403 1400 214 289 946 635 292 178 143 1949 1223 726 300 114 426 373
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=1 4 1 0 1 6 4 6 6 0 5 3 4 4 0 7 4 4 7 6 3 1 6 3 6 6 6 7 0 6
split_gain=7.1268e+12 2.27446e+13 2.40874e+13 5.6208e+13 6.47934e+13 8.25918e+13 5.40424e+13 5.16211e+13 4.24802e+13 4.18163e+13 3.89855e+13 3.70097e+13 8.02785e+13 4.37676e+13 5.00413e+13 8.02853e+13 6.73391e+13 8.30521e+13 5.54833e+13 3.62227e+13 3.50165e+13 3.4992e+13 4.17683e+13 3.99175e+13 3.37755e+13 3.35663e+13 8.88852e+13 6.66429e+13 3.08277e+13 3.31087e+13
threshold=83.658467900000019 24.500000000000004 83.971434050000013 53.379556850000007 83.754481100000007 156.15000000000003 10.500000000000002 46.010000000000012 62.625000000000007 53.356310450000002 2.5000000000000004 12.500000000000002 14.500000000000002 15.500000000000002 53.310923100000004 6.0000000000000009 4.5000000000000009 8.5000000000000018 6.0000000000000009 72.50500000000001 9.5000000000000018 83.689608100000015 100.05000000000001 7.5000000000000009 81.02500000000002 76.00500000000001 78.010000000000005 6.0000000000000009 53.341100000000004 116.05000000000001
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 6 10 -5 -6 -7 -2 13 -13 14 15 16 -10 -18 -16 -8 -20 -21 -23 -24 -22 -15 27 -27 29 -12
right_child=1 -3 -4 7 8 9 19 -9 11 -11 28 12 -14 25 18 -17 17 -19 20 21 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-31.727483122810231 7647.4649914178517 -7720.4395181083382 181.92898991669503 1408.6971762232379 6910.2876544458795 6118.5924715909096 -2931.4498898694355 -18686.614072536195 -9911.7192307692312 -160927.81648936169 7790.2810739641536 218691.0238839286 37558.605693510392 21020.836595054727 13902.457721883387 -80031.927581521741 248287.14409375002 11308.094010416668 40542.828356186226 -37869.521980686688 69988.747701322121 -22177.791774734313 102454.1553094952 -16393.089962890626 207846.46556712966 -199452.40083451706 1442.8850377351337 -18665.967393092105 -6848.0241449917121 137250.23820312502
leaf_weight=3852148 12596 3275 178882 3188 7083 22 4647 2134 26 47 1611 28 194 308 1630 23 50 21 245 643 52 247 65 50 27 44 309 38 4151 20
leaf_count=3852148 12596 3275 178882 3188 7083 22 4647 2134 26 47 1611 28 194 308 1630 23 50 21 245 643 52 247 65 50 27 44 309 38 4151 20
internal_value=0 551.39 675.441 2910.44 4399.04 1583.34 1897.04 -6649.06 11132.1 -107667 4526.96 21116.3 60404.1 17971 25264.5 87944.9 127774 178195 21415.2 -6654.39 59210.7 -23868.8 999.865 50781.4 117105 -3669.45 -23118.6 -115673 -2271.01 9377.77
internal_weight=0 221656 218381 39499 34177 24099 24030 5322 10078 69 18378 2995 222 2773 2074 120 97 71 1954 5652 324 1005 362 115 79 699 391 82 5782 1631
internal_count=4073804 221656 218381 39499 34177 24099 24030 5322 10078 69 18378 2995 222 2773 2074 120 97 71 1954 5652 324 1005 362 115 79 699 391 82 5782 1631
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 1 4 1 6 4 7 1 4 1 4 3 6 4 6 7 4 6 1 4 4 6 3 3 6
split_gain=6.96574e+12 4.82702e+13 4.4394e+14 1.05303e+14 1.18285e+14 1.10486e+14 1.11996e+14 1.07866e+14 1.20136e+14 2.51148e+14 3.31897e+14 2.12151e+14 2.09614e+14 2.07192e+14 1.88816e+14 1.64963e+14 1.16866e+14 9.62844e+13 8.91975e+13 1.2017e+14 8.79547e+13 1.54787e+14 1.13225e+14 8.45326e+13 9.14794e+13 8.29171e+13 7.74629e+13 7.47258e+13 7.26705e+13 7.04633e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 84.00500000000001 10.500000000000002 30.277905650000005 30.315889700000003 4.5000000000000009 30.303340300000002 49.895000000000003 8.5000000000000018 6.0000000000000009 30.315889700000003 16.500000000000004 30.277905650000005 10.500000000000002 4.5000000000000009 101.02000000000002 6.5000000000000009 120.05000000000001 6.0000000000000009 8.5000000000000018 47.420000000000009 30.315889700000003 7.5000000000000009 11.500000000000002 100.05000000000001 5.5000000000000009 7.5000000000000009 64.015000000000015
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 7 5 -5 18 -2 9 -9 14 12 -10 16 -11 -14 -12 -6 -7 25 22 -22 -4 29 -25 -20 28 -26 -23 -13
right_child=1 -3 20 4 17 6 -8 8 11 10 13 23 15 -15 -16 -17 -18 -19 19 -21 21 26 -24 24 27 -27 -28 -29 -30 -31
leaf_value=30.26730456638526 -63685.114558919275 -151.23547899067094 -9930.6304651105838 147393.84916158539 227529.78904246795 -5712.4329629188724 32599.825755986236 -15414.188255349865 23097.517946674034 225072.89298349057 159202.14683883102 241905.84009765624 180094.90189869364 -97738.236839657751 21689.887093346319 -62811.033167613641 308461.50775505515 -15524.935135323663 -174373.20225694447 93530.127923387103 -193097.05048828127 -18095.968369394941 -38093.979942009559 141599.74103009258 -87519.102751358703 -51340.105273437504 53622.924281465021 -5316.8962651928832 5600.0874151606222 12956.428077362805
leaf_weight=3866640 96 192989 2851 41 39 242 255 230 449 53 108 20 183 21 329 33 102 28 117 31 44 2820 2859 27 230 103 218 213 2392 41
leaf_count=3866640 96 192989 2851 41 39 242 255 230 449 53 108 20 183 21 329 33 102 28 117 31 44 2820 2859 27 230 103 218 213 2392 41
internal_value=0 -564.928 -6197.25 28023.6 -1609.35 -12441.8 -21202.8 39904.6 44781.8 73693.9 107128 24403 62038.2 201751 49907.9 142984 231700 125955 -49031.8 -90797.9 -15349.1 -6291.87 -24032 -22729.5 -37103.6 -116771 -4778.16 -47995.2 -7220.88 88021.8
internal_weight=0 207164 14175 2991 856 789 748 2135 2039 843 613 1196 665 231 382 216 210 67 493 251 11184 5474 5710 531 470 220 5430 443 5212 61
internal_count=4073804 207164 14175 2991 856 789 748 2135 2039 843 613 1196 665 231 382 216 210 67 493 251 11184 5474 5710 531 470 220 5430 443 5212 61
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=6 2 1 1 2 0 0 1 1 0 6 3 3 3 3 4 1 3 6 4 1 6 3 0 6 3 4 0 2 0
split_gain=6.99495e+12 4.41185e+13 4.90901e+13 2.04043e+14 7.20096e+13 7.51252e+13 5.81937e+13 2.5257e+14 1.76286e+14 2.57621e+14 1.47137e+14 1.35808e+14 1.65517e+14 9.29911e+13 9.25238e+13 1.76633e+14 1.06039e+14 9.17513e+13 9.16379e+13 8.76759e+13 1.30769e+14 1.32145e+14 1.06328e+14 6.95834e+13 1.79638e+14 1.61534e+14 7.27735e+13 6.6367e+13 1.07784e+14 1.12662e+14
threshold=112.00500000000001 2882.5000000000005 65.493200550000012 61.381045500000006 6082.0000000000009 55.145978450000008 57.15297970000001 65.559704250000024 65.559704250000024 57.125462300000009 130.05000000000004 7.5000000000000009 2.5000000000000004 17.500000000000004 9.5000000000000018 15.500000000000002 65.574968200000015 14.500000000000002 142.05000000000004 9.5000000000000018 65.534455000000023 116.05000000000001 6.5000000000000009 57.14107305000001 134.05000000000004 7.5000000000000009 10.500000000000002 56.020150250000007 5325.0000000000009 55.111813300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 19 27 -8 12 -12 14 15 -11 -16 -18 -13 20 -4 22 -22 -21 -25 26 -26 28 -10 -30
right_child=1 2 6 4 -6 -7 7 -9 9 13 11 18 -14 -15 16 -17 17 -19 -20 23 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=17.132594666251102 2011.5843861022124 -4024.1918179984723 -78023.505954071981 -106006.36964339719 -152621.16320564516 -30612.066104843841 109750.76319480022 -42668.593725462008 50339.786637533645 87518.425600857212 -58025.449518229172 -213928.26628289477 81619.108598127699 -103123.61810344829 250097.11572916666 -92748.472924440299 7008.9133474576274 229569.03055555557 50522.4296875 -89185.275983354877 266067.23893229169 -1092.4290953393077 -12978.080024857954 -84110.253653005828 37517.334296875 -63848.6355287064 273181.70870682568 -22077.836048636891 1148.7489623260938 -114380.4327366728
leaf_weight=4005334 28415 21981 198 155 62 897 305 394 447 288 120 38 290 29 60 67 59 27 20 381 36 408 22 177 20 43 38 1246 12162 85
leaf_count=4005334 28415 21981 198 155 62 897 305 394 447 288 120 38 290 29 60 67 59 27 20 381 36 408 22 177 20 43 38 1246 12162 85
internal_value=0 -1002.22 -3140.21 -6140.22 -47892.7 -41720.5 945.009 22493.8 -647.304 2547.34 55707.2 20486.5 40747.5 70977.9 81055.6 53496.2 148067 76882.4 -122738 -35587.9 -9941.96 18985.4 160222 -61428.4 -23387.6 83027.3 191918 -54.4011 2107.34 346.922
internal_weight=0 68470 40055 23095 1114 1052 16960 1167 15793 14470 773 468 410 530 501 355 146 86 58 1323 664 466 58 659 278 101 58 13940 12694 12247
internal_count=4073804 68470 40055 23095 1114 1052 16960 1167 15793 14470 773 468 410 530 501 355 146 86 58 1323 664 466 58 659 278 101 58 13940 12694 12247
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=0 3 1 2 6 6 4 6 6 0 1 2 6 1 1 4 6 4 1 6 2 6 1 4 1 7 4 4 1 1
split_gain=6.62338e+12 2.30296e+13 3.33872e+13 2.56953e+13 2.90812e+13 2.34405e+13 2.77187e+13 2.36125e+13 2.11728e+13 2.00811e+13 1.1689e+14 1.74274e+14 1.323e+14 7.77599e+13 8.36838e+13 1.30206e+14 8.95559e+13 8.80108e+13 8.4569e+13 9.00426e+13 6.34637e+13 6.87135e+13 6.28729e+13 5.84893e+13 5.32488e+13 5.18016e+13 4.95526e+13 4.90365e+13 4.63579e+13 4.63248e+13
threshold=60.753246850000004 1.5000000000000002 30.084656550000002 4395.5000000000009 91.02500000000002 73.00500000000001 4.5000000000000009 92.02500000000002 88.825000000000003 60.064438250000002 30.226173900000003 3338.0000000000005 93.050000000000011 30.277905650000005 30.624707450000006 4.5000000000000009 88.00500000000001 9.5000000000000018 30.389265100000003 87.015000000000015 3338.0000000000005 39.505000000000003 63.728898350000001 15.500000000000002 30.303340300000002 6.0000000000000009 26.500000000000004 23.500000000000004 30.425503950000003 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 7 -7 -5 -1 11 12 -11 20 15 18 24 22 -15 -20 21 -12 -16 -14 -17 -22 29 -23 -18 -26
right_child=1 2 5 8 -6 6 -8 -9 -10 10 13 -13 23 14 17 16 28 -19 19 -21 25 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.98333267719467821 9303.2445343942363 -37317.91703794973 1413.2430098636291 -4031.529252565178 93838.519676598837 5084.505862133472 11681.789627507605 -34011.847753527742 -33775.821335111796 25436.089572684832 10114.228397624969 -6547.7128412464463 210815.43069832787 -12927.207168235087 -53244.115743772447 66261.025000000009 -149763.67622596154 103621.58849283855 42558.808836798089 183717.67987882654 34788.510430320246 -77963.3505360243 -8701.2385988097267 24719.174739583337 -16218.024902701356 -56482.675250314292 9403.3632253352171 -31014.825694302646 -25021.123229758523 5684.062667917904
leaf_weight=4001071 759 215 41734 8808 43 385 4231 258 246 2103 200 3127 57 275 744 102 65 48 581 49 218 450 552 24 4092 87 1521 440 55 1264
leaf_count=4001071 759 215 41734 8808 43 385 4231 258 246 2103 200 3127 57 275 744 102 65 48 581 49 218 450 552 24 4092 87 1521 440 55 1264
internal_value=0 1073.46 1998.27 -3320.04 13835.7 2179.63 8741.92 -10602.7 -4839.69 -15.1458 -3544.81 8591.06 30266.4 -9544.4 -6257.83 -2380.72 -6934.66 -29347.4 33341.3 53537.8 -31567.9 -42850.6 -34272.1 155676 -5461.87 8753.78 -6525.66 -54752.8 -92590 -11049.2
internal_weight=0 56679 46823 9856 802 46608 4874 643 9054 4.01712e+06 16054 5311 2184 10743 9348 8004 7099 1344 905 630 1395 1090 1296 81 6979 305 6877 890 120 5356
internal_count=4073804 56679 46823 9856 802 46608 4874 643 9054 4017125 16054 5311 2184 10743 9348 8004 7099 1344 905 630 1395 1090 1296 81 6979 305 6877 890 120 5356
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=0 4 1 0 0 1 1 1 6 1 0 7 1 1 1 6 2 1 0 4 3 6 7 4 1 6 1 1 3 4
split_gain=6.47328e+12 4.89782e+13 1.34328e+14 1.33748e+14 2.7856e+14 2.16113e+14 1.73639e+14 1.17819e+14 1.02163e+14 9.26983e+13 1.50775e+14 8.84659e+13 1.36975e+14 2.59573e+14 1.3976e+14 9.4545e+13 8.60269e+13 9.52418e+13 1.02498e+14 1.91279e+14 1.98498e+14 8.57453e+13 8.40689e+13 1.00991e+14 1.88952e+14 8.17457e+13 7.78657e+13 1.48891e+14 9.01789e+13 7.8782e+13
threshold=44.895258050000002 5.5000000000000009 38.109452700000006 44.249882500000005 44.601833250000006 38.430814800000007 39.231261550000006 37.768783500000005 101.02000000000002 40.965343750000009 44.685196900000008 6.0000000000000009 43.56803845000001 39.004719500000007 39.038055050000004 86.030000000000015 7833.0000000000009 37.978059650000013 44.601833250000006 9.5000000000000018 8.5000000000000018 56.505000000000003 6.0000000000000009 4.5000000000000009 39.689978950000004 97.020000000000024 39.703507450000011 39.718675700000013 16.500000000000004 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 7 6 5 -5 -4 -1 -7 10 -6 15 13 16 -15 -3 17 18 19 21 -21 -13 -8 -24 -25 -19 29 -28 -29 -17
right_child=-2 11 3 4 9 8 22 -9 -10 -11 -12 12 -14 14 -16 26 -18 25 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=1796.8214405437911 29.275589649895473 -4802.7380127954675 -24916.088846563107 34481.971882444173 20756.664635974648 -48187.436645084555 3346.8612837657197 17764.551455456251 -260012.30777216374 -21661.558228580787 -8667.110212784055 94641.077529761911 -5102.1584470465514 229997.24673295455 23660.111847422853 -4789.8365634807396 -71540.331415264431 -24392.395319229607 2677.5261953989229 -83825.910278557349 120693.60557750355 300557.41169871797 -21289.734205952365 268240.34537037037 2360.7907192605676 100533.76006944446 73233.378324490317 10440.715156138484 -58673.568727964746 -112826.76132246378
leaf_weight=10687 3865320 74561 2469 346 2863 2264 55110 8141 23 1954 4446 42 12835 33 6252 3098 169 1745 8727 103 88 39 3184 27 2662 54 374 5924 195 69
leaf_count=10687 3865320 74561 2469 346 2863 2264 55110 8141 23 1954 4446 42 12835 33 6252 3098 169 1745 8727 103 88 39 3184 27 2662 54 374 5924 195 69
internal_value=0 -542.773 1145.85 -742.052 -10472.4 -39174.3 1082.21 8701.08 -50317.7 -2313.97 2858.44 -1934 2720.47 8540.29 24743.5 -3596.75 -745.493 362.521 4561.66 65013.4 10403 193786 2134.79 -9238.82 5030.46 -20642.5 5711.67 11981.9 8238.18 -7143.66
internal_weight=0 208484 94176 75348 11896 2633 63452 18828 2287 9263 7309 114308 30087 17252 6285 84221 10967 10798 8999 272 191 81 60983 5873 2689 1799 9660 6493 6119 3167
internal_count=4073804 208484 94176 75348 11896 2633 63452 18828 2287 9263 7309 114308 30087 17252 6285 84221 10967 10798 8999 272 191 81 60983 5873 2689 1799 9660 6493 6119 3167
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 4 1 4 4 1 4 0 1 4 1 6 6 3 1 3 4 4 4 6 4 3 0 0 0 0
split_gain=6.83931e+12 3.78144e+13 8.71624e+13 6.97707e+13 7.56425e+13 7.19596e+13 6.65147e+13 6.76938e+13 6.63803e+13 1.07137e+14 7.09602e+13 6.43503e+13 6.08174e+13 6.33244e+13 5.6371e+13 6.09595e+13 5.41224e+13 5.70619e+13 5.24546e+13 6.1374e+13 5.3115e+13 1.79306e+14 7.17649e+13 7.00604e+13 6.73631e+13 5.54313e+13 5.1073e+13 8.59006e+13 4.99426e+13 4.97413e+13
threshold=88.825000000000003 84.810000000000016 54.942865800000007 54.94613300000001 30.315889700000003 5.5000000000000009 30.362494150000003 8.5000000000000018 8.5000000000000018 30.260128500000004 7.5000000000000009 60.064438250000002 30.389265100000003 8.5000000000000018 38.927872750000006 87.395000000000024 87.015000000000015 1.5000000000000002 30.323041000000003 9.5000000000000018 17.500000000000004 16.500000000000004 21.500000000000004 87.395000000000024 10.500000000000002 12.500000000000002 59.838047850000002 59.856552950000008 59.939085000000013 59.825842200000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 -5 7 28 9 -7 -11 26 13 -8 -3 -16 17 -4 19 -9 21 23 -22 25 -25 -20 -10 -28 -6 -15
right_child=-2 2 3 4 6 8 12 18 11 10 -12 -13 -14 29 15 -17 -18 -19 20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-21.03781141464161 -537.33232730295663 -3231.0315200401137 -43992.94912744141 -47019.882461964007 9963.9386410950938 118314.93175854953 22295.035533075748 28346.514458575584 -62301.75993681066 -52611.797130766376 65214.133406386274 -101054.64235082699 2026.5691943354539 -115045.475703125 13248.973707010828 -2303.4186753029448 -2262.8450039610575 -11300.768342022027 15577.033234883129 -71197.910488505746 201306.86834635417 -157653.78529211957 61787.589119466153 186501.15316122732 48004.036853780868 152779.36686706543 54087.227955327835 -11710.359946845347 -63484.839400421632 -29023.428458734208
leaf_weight=3745702 223862 3772 700 528 349 106 230 215 170 126 86 79 69548 75 13383 3105 5488 2250 369 87 45 46 204 62 81 32 219 2111 126 648
leaf_count=3745702 223862 3772 700 528 349 106 230 215 170 126 86 79 69548 75 13383 3105 5488 2250 369 87 45 46 204 62 81 32 219 2111 126 648
internal_value=0 31.2442 1909.92 489.619 1452.95 -13067.4 2142.55 22201.9 -6879.31 36228.7 -4814.49 -12194.7 1682.76 -23407.9 7797.21 10320.2 -8134.66 -19058.2 35407.5 -330.191 48271.4 31925.7 87001.9 47956.4 108052 26525.8 -9386.71 -5525.95 -9519.32 -37946.9
internal_weight=0 3.84994e+06 104240 83980 75542 3425 72117 1616 2897 318 212 2579 70501 953 20260 16488 8438 2950 1141 302 839 590 249 544 143 401 2500 2330 475 723
internal_count=4073804 3849942 104240 83980 75542 3425 72117 1616 2897 318 212 2579 70501 953 20260 16488 8438 2950 1141 302 839 590 249 544 143 401 2500 2330 475 723
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 6 6 6 6 6 3 3 5 6 3 0 4 4 6 6 6 6 6 6 0 3 6 6 0 5
split_gain=6.58972e+12 3.84154e+13 2.86697e+13 3.66025e+13 3.47838e+13 3.88504e+13 3.33158e+13 6.40842e+13 4.27591e+13 3.07521e+13 2.73946e+13 3.49093e+13 2.62263e+13 3.81332e+13 7.37018e+13 7.68382e+13 6.98284e+13 4.68707e+13 7.73053e+13 2.14028e+14 4.37318e+13 7.0456e+13 3.4446e+13 5.85e+13 5.96875e+13 5.95942e+13 5.22331e+13 1.98179e+14 1.76902e+14 4.47944e+13
threshold=20.507515800000004 54.932051950000009 54.943815050000005 6.5000000000000009 72.50500000000001 48.410000000000004 64.805000000000021 65.805000000000021 61.025000000000006 86.920000000000016 8.5000000000000018 2.5000000000000004 2.5000000000000004 79.710000000000022 2.5000000000000004 54.724612400000005 4.5000000000000009 8.5000000000000018 85.020000000000024 83.820000000000007 91.02500000000002 125.02000000000002 88.825000000000003 90.045000000000016 54.724612400000005 6.5000000000000009 77.565000000000012 75.010000000000005 54.724612400000005 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 -4 8 -8 -5 -6 11 -9 13 -1 15 16 -15 18 19 -16 -20 -22 26 24 25 -24 27 -14 -29 -28
right_child=-2 2 3 6 9 -7 7 10 -10 -11 -12 -13 22 14 17 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=1624.5091793696929 -8.9906784845138539 46125.563532485685 -32145.156736526947 14617.140623190415 -142218.52540118244 42446.399622395838 -106288.76782871463 -41478.534986413048 69314.454974775785 -10476.024356617649 -51339.139518229174 59487.590170242533 -12234.273099591292 107086.09467592594 60569.478042763163 -108294.19573863636 -64835.362351190473 14119.003129780378 -63421.463769531256 421962.21086956526 152620.12163722827 -48574.757533482145 -67813.133750000008 -2288.8928393240321 137578.92852507561 114142.63729166666 -28626.247744256882 19219.759347098214 353201.74294181034 -150789.40317540322
leaf_weight=13950 4053548 277 167 398 37 120 53 46 223 34 48 134 810 54 57 66 42 143 32 23 46 28 45 2291 62 30 945 35 29 31
leaf_count=13950 4053548 277 167 398 37 120 53 46 223 34 48 134 810 54 57 66 42 143 32 23 46 28 45 2291 62 30 945 35 29 31
internal_value=0 1799.18 16997 10593.3 -16460.7 -957.05 21330.9 -7239.36 34258.8 -79130.6 15785.3 33685.1 551.303 2588.57 29979 -25233.7 31870.5 57165.8 90260.9 164470 34254.2 76492.3 -6325.8 1506.89 64982.3 4969.17 -16605.7 1150.78 170555 -32506.4
internal_weight=0 20256 1537 1260 358 287 902 281 621 71 228 180 18719 14441 491 162 96 329 186 80 106 74 4278 2428 137 75 1850 874 64 976
internal_count=4073804 20256 1537 1260 358 287 902 281 621 71 228 180 18719 14441 491 162 96 329 186 80 106 74 4278 2428 137 75 1850 874 64 976
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=0 1 5 1 4 4 4 0 1 1 1 6 4 6 4 6 3 6 4 1 1 6 7 4 5 1 1 4 6 4
split_gain=6.40826e+12 1.7782e+14 1.3448e+14 1.28786e+14 1.27014e+14 1.92006e+14 9.64759e+13 8.5921e+13 2.55101e+14 4.7284e+14 1.51321e+14 1.36528e+14 1.2931e+14 1.21241e+14 1.03108e+14 9.26443e+13 8.07198e+13 7.9825e+13 1.62887e+14 3.77492e+14 1.37389e+14 3.56343e+14 1.59927e+14 1.53754e+14 1.08513e+14 1.08203e+14 8.60097e+13 1.59949e+14 1.24904e+14 8.20659e+13
threshold=43.687280500000007 39.625203600000013 2.5000000000000004 39.652459050000012 5.5000000000000009 6.5000000000000009 11.500000000000002 44.046956350000009 40.377616600000003 39.723160900000003 39.231261550000006 41.990000000000002 17.500000000000004 82.00500000000001 5.5000000000000009 69.605000000000004 11.500000000000002 54.710000000000008 3.5000000000000004 39.723160900000003 39.939672500000007 64.015000000000015 6.0000000000000009 13.500000000000002 1.5000000000000002 39.718675700000013 40.965343750000009 6.5000000000000009 70.00500000000001 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 4 16 6 -1 -6 -4 8 9 10 -2 -11 15 14 -13 -12 17 -3 19 -19 21 22 24 -23 -20 -24 27 28 -22 -26
right_child=7 2 3 -5 5 -7 -8 -9 -10 11 12 13 -14 -15 -16 -17 -18 18 20 -21 26 23 25 -25 29 -27 -28 -29 -30 -31
leaf_value=11505.750870989465 -58494.817217583681 -1556.7572348826616 -147535.1357506791 5773.7917036002555 356515.99526110198 48002.826944040702 64460.643882533477 -10.327024609608493 1602.9342009413822 70538.064272103657 36890.709203151579 245377.22032063804 283120.00527343753 110139.4181640625 502038.14203125 -16082.886883407249 13756.346637831259 143940.11086382196 12786.029171437129 22.996372767411373 31829.155688882114 -11074.444158737168 126448.68134096748 43490.324852902726 -51606.244950700246 -10002.691591968201 -7401.8097905073118 -44300.687143782387 153965.16631196122 -102042.51991271155
leaf_weight=74 211 46207 92 25129 38 43 28 3961675 13514 82 1913 72 20 52 20 399 2692 224 232 978 301 1846 73 717 2388 285 13817 193 116 373
leaf_count=74 211 46207 92 25129 38 43 28 3961675 13514 82 1913 72 20 52 20 399 2692 224 232 978 301 1846 73 717 2388 285 13817 193 116 373
internal_value=0 -808.003 -981.357 5280.26 106214 192737 -98069.5 19.4682 7268.7 34920.2 22601.2 173537 29938.8 232189 301173 27748.6 -3225.75 -3900.52 -8927.6 26842.8 -11041.4 -23877.6 -45345 4190.07 -52900.5 17821.2 -5779.46 30968 65804.6 -58420
internal_weight=0 95846 95691 25249 155 81 120 3.97796e+06 16283 2769 2543 226 2332 144 92 2312 70442 67750 21543 1202 20341 5914 3351 2563 2993 358 14427 610 417 2761
internal_count=4073804 95846 95691 25249 155 81 120 3977958 16283 2769 2543 226 2332 144 92 2312 70442 67750 21543 1202 20341 5914 3351 2563 2993 358 14427 610 417 2761
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=6 6 0 4 6 1 6 2 0 7 1 1 4 1 1 5 4 0 6 0 1 4 0 0 6 0 0 4 6 6
split_gain=6.73731e+12 5.19968e+13 6.90951e+13 2.49839e+14 6.17765e+13 9.41961e+13 8.7713e+13 7.39527e+13 7.10479e+13 5.88063e+13 5.51014e+13 5.07266e+13 4.81594e+13 4.78192e+13 1.78865e+14 2.02904e+14 1.91595e+14 1.59057e+14 1.7368e+14 1.68605e+14 1.43228e+14 1.29793e+14 2.0402e+14 1.20502e+14 1.17931e+14 1.46588e+14 1.07107e+14 1.61949e+14 9.86858e+13 1.10499e+14
threshold=64.015000000000015 63.855000000000011 43.687280500000007 22.500000000000004 63.705000000000005 83.00362155000002 63.415000000000006 915.50000000000011 55.017684700000011 6.0000000000000009 43.932356550000009 37.957884500000006 18.500000000000004 49.095306150000006 49.176406850000006 2.5000000000000004 4.5000000000000009 55.79439725000001 78.605000000000004 55.775215600000003 48.411058050000008 20.500000000000004 55.81943720000001 57.892117950000006 78.010000000000005 55.783232450000007 55.81943720000001 18.500000000000004 72.50500000000001 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 4 3 -3 6 8 -1 -8 -6 -10 -11 -4 -13 20 15 16 -15 18 -17 -20 -2 -22 -23 26 25 28 27 -19 29 -18
right_child=13 2 11 -5 5 -7 7 -9 9 10 -12 12 -14 14 -16 17 24 23 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=28.144957313088522 -671.50676889213014 -10761.906439465332 10347.319533365982 -237667.99016544118 -6748.8020093494706 -20841.091283986039 -6752.3310484508957 15353.04068291775 -460.07270729165333 -3782.750472530242 37720.871397187024 1090.4523848561971 16100.590694386501 172566.91316121371 227.82904798825822 -27851.858457039954 14892.640781115171 72298.014664240807 -24346.424137623384 24261.23036443512 -20126.081166167365 369742.40099431819 -3225.182306463068 151838.25280905332 -1161.3251602206096 61039.405222305679 6798.8005731321391 -3400.433172607422 66859.834932347352 -76126.007631215471
leaf_weight=3067690 557844 1000 10113 51 10034 3404 1972 6508 2432 465 1025 28940 2308 96 362430 2227 507 723 1059 2188 4660 22 44 68 918 1436 2767 464 228 181
leaf_count=3067690 557844 1000 10113 51 10034 3404 1972 6508 2432 465 1025 28940 2308 96 362430 2227 507 723 1059 2188 4660 22 44 68 918 1436 2767 464 228 181
internal_value=0 70.3281 3547.99 -21772.6 22.6497 -5925.95 56.2199 10212.5 -2288.01 9124.43 24768.4 4191.4 2199.11 -235.157 639.093 12227.8 33324 4749.95 -6343.69 8407.98 -818.371 -18153.9 121097 19848.6 29236.2 41100.5 17578.6 42707.4 9842.58 -9052.67
internal_weight=0 3.13594e+06 42412 1051 3.09353e+06 17360 3.07617e+06 8480 13956 3922 1490 41361 31248 937862 375292 12862 3366 9496 5474 3247 562570 4726 66 4022 3270 2352 3954 1187 916 688
internal_count=4073804 3135942 42412 1051 3093530 17360 3076170 8480 13956 3922 1490 41361 31248 937862 375292 12862 3366 9496 5474 3247 562570 4726 66 4022 3270 2352 3954 1187 916 688
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=4 4 1 0 1 6 1 6 6 0 6 0 5 7 0 1 1 1 5 3 0 6 1 6 0 6 0 1 1 3
split_gain=6.12566e+12 1.40203e+13 1.79798e+14 1.32703e+14 1.74768e+14 1.44151e+14 1.17335e+14 1.16751e+14 8.95803e+13 2.2426e+14 1.28448e+14 8.68912e+13 8.4874e+13 8.08447e+13 1.08467e+14 8.0808e+13 9.30948e+13 7.89037e+13 7.76884e+13 1.3952e+14 1.11396e+14 7.14172e+13 1.07954e+14 7.04556e+13 6.97083e+13 6.95169e+13 8.48163e+13 6.90337e+13 1.37642e+14 6.81061e+13
threshold=2.5000000000000004 4.5000000000000009 42.186961750000002 57.60122925000001 39.843340650000009 106.49500000000002 49.095306150000006 47.005000000000003 47.005000000000003 44.685196900000008 72.020000000000024 43.550475500000012 1.5000000000000002 6.0000000000000009 63.565651350000003 38.91194105000001 39.069277450000008 39.908802000000009 3.5000000000000004 1.5000000000000002 57.634352600000007 78.010000000000005 39.908802000000009 19.050000000000004 56.760749800000006 36.005000000000003 45.090603300000005 38.066230450000006 38.011626600000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 12 10 27 17 25 18 -15 -13 -17 -7 -9 20 -20 22 -12 -14 -4 -2 -27 28 -10 -8
right_child=1 -3 6 4 7 11 29 13 9 -11 21 15 23 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=728.75435075971586 -2757.3441363698985 27.805308108351319 -9315.7848104123059 3971.3968915502237 6873.1741933665908 182557.32252775494 2552.7101651178418 40284.392181999719 23701.834954303245 1509.65267928203 56939.561386783214 -9812.3491653330111 44790.871070016714 1298.3134673652125 153123.64646875 -82284.709449965536 -24579.110660309248 1165.0613461538462 400134.22400000005 62253.377889315649 87718.292903645837 35268.863511015552 182209.5492758076 -8591.152347343761 -58395.219124793359 -2563.6020573536207 11490.104906405359 8670.4461411701832 154229.03961854274 -3682.8555703577995
leaf_weight=112167 25244 3715317 23497 21683 2288 38 23889 2059 460 38127 303 1495 251 799 50 425 817 65 25 179 21 1036 89 16521 293 7539 9978 3393 98 65658
leaf_count=112167 25244 3715317 23497 21683 2288 38 23889 2059 460 38127 303 1495 251 799 50 425 817 65 25 179 21 1036 89 16521 293 7539 9978 3393 98 65658
internal_value=0 -20.6334 -751.249 1742.95 7986.48 144.663 -3677.79 24046.1 757.242 4206.37 23321.1 -22080.5 -1763.34 36587.3 10239.7 -25473.7 -44325.4 68086.5 46381.1 102172 257510 49025.1 85381 -7792.27 -9920.25 601.363 5441.64 14030.9 46626 -2019.36
internal_weight=0 3.96164e+06 246320 132983 27104 105879 113337 5421 103039 43506 5379 2840 59533 3133 849 2737 1242 103 2284 225 46 1428 392 16772 23790 42761 17517 3951 558 89547
internal_count=4073804 3961637 246320 132983 27104 105879 113337 5421 103039 43506 5379 2840 59533 3133 849 2737 1242 103 2284 225 46 1428 392 16772 23790 42761 17517 3951 558 89547
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 6 4 0 1 4 4 1 0 7 4 0 6 6 1 0 0 3 1 6 4 4 7 6
split_gain=6.65054e+12 8.40286e+13 8.47499e+13 1.02696e+14 2.25163e+14 3.43642e+14 3.19113e+14 1.97852e+14 1.49669e+14 1.41347e+14 2.2545e+14 2.6668e+14 1.86995e+14 1.20491e+14 2.31904e+14 1.181e+14 2.28522e+14 1.76906e+14 1.17224e+14 1.11955e+14 1.23535e+14 1.56765e+14 2.04567e+14 1.35184e+14 1.06317e+14 1.04956e+14 1.67959e+14 1.17004e+14 1.04756e+14 1.79491e+14
threshold=56.888401950000009 56.818587550000011 61.511492200000006 60.605526900000008 60.590708550000009 56.83050475000001 56.838524800000009 112.00500000000001 18.500000000000004 56.850115550000005 60.549354600000008 9.5000000000000018 32.500000000000007 60.620042600000012 56.838524800000009 6.0000000000000009 17.500000000000004 56.83050475000001 73.995000000000019 102.04000000000001 60.571186450000006 56.83050475000001 56.838524800000009 21.500000000000004 60.549354600000008 105.00500000000001 17.500000000000004 24.500000000000004 6.0000000000000009 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 -1 3 4 9 -6 18 28 -9 10 -3 -12 19 14 15 -5 17 -17 -7 20 21 -13 -23 -22 -11 -20 -27 -28 29 -8
right_child=-2 2 -4 13 5 6 7 8 -10 24 11 12 -14 -15 -16 16 -18 -19 25 -21 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-24.365424930225359 -273.45777228296595 1584.272142367196 -39906.976655989303 51788.579761986039 60830.512734721211 -34766.670557389494 -23697.01944603644 194892.79129175647 -34974.099572172621 1860.3766090662521 4649.6319295672938 2776.6147858736058 -12388.979106770279 5398.9905888178637 11531.895174118807 128704.955078125 54197.87261332637 494165.42870370374 -100543.4821783458 12470.223425887581 71309.980551751069 98874.116827603051 -24174.484370840062 232458.90466579862 -12293.61370707843 -117546.56704445423 278746.02291666664 13380.325000000001 -18237.835078150398 57067.197759271519
leaf_weight=3252351 729992 14021 457 844 543 2331 518 87 42 28562 4291 713 586 21606 3657 26 92 27 569 698 1446 551 179 54 6518 71 24 54 2307 587
leaf_count=3252351 729992 14021 457 844 543 2331 518 87 42 28562 4291 713 586 21606 3657 26 92 27 569 698 1446 551 179 54 6518 71 24 54 2307 587
internal_value=0 59.6989 3049.03 3264.74 1125.79 -15634 -21934.5 -1514.98 120052 3200.58 9379.66 22211.2 40038.7 8540.58 23150.4 66111.8 149483 314883 -45649 48476.6 57016.4 36127.6 68701.9 77111.3 -769.49 -80978.6 -6264.19 95031.3 -6111.17 19206.7
internal_weight=0 3.34381e+06 91461 91004 64752 7133 6590 3541 129 57619 22539 8518 4227 26252 4646 989 145 53 3049 3641 2943 1443 730 1500 35080 718 149 78 3412 1105
internal_count=4073804 3343812 91461 91004 64752 7133 6590 3541 129 57619 22539 8518 4227 26252 4646 989 145 53 3049 3641 2943 1443 730 1500 35080 718 149 78 3412 1105
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=6 4 0 0 4 6 1 0 1 1 6 0 0 1 1 1 1 7 4 1 6 4 4 7 4 6 6 4 6 0
split_gain=6.76377e+12 3.09861e+13 2.67503e+13 7.66784e+13 7.28256e+13 6.69531e+13 9.11323e+13 6.22824e+13 1.049e+14 7.03638e+13 8.76239e+13 1.01114e+14 6.17816e+13 8.43827e+13 5.96648e+13 6.27418e+13 6.62274e+13 1.57382e+14 5.78707e+13 5.25874e+13 5.24438e+13 9.2131e+13 5.0716e+13 5.81637e+13 5.04261e+13 4.93596e+13 4.92083e+13 7.37809e+13 5.7924e+13 5.2167e+13
threshold=41.505000000000003 25.500000000000004 59.882709350000006 60.002985000000002 20.500000000000004 36.405000000000008 30.410676000000006 59.933037250000005 30.370944000000005 30.330566300000005 40.490000000000002 59.905532300000012 59.898927250000007 30.410676000000006 37.343102500000008 37.46219940000001 37.475446350000006 6.0000000000000009 17.500000000000004 30.226173900000003 36.005000000000003 16.500000000000004 11.500000000000002 6.0000000000000009 19.500000000000004 39.995000000000012 34.310000000000009 9.5000000000000018 30.025000000000002 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 8 9 19 22 -12 13 -6 -1 18 17 20 -16 -7 21 -17 23 -11 -20 -9 27 28 -4 -28
right_child=-2 -3 3 -5 12 6 -8 25 -10 10 11 -13 -14 -15 15 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-2413.018019314376 -88.461582117034268 4116.8361253156008 15348.186370165289 -879.70158666907071 -121359.1700892857 -22015.133437517565 -734.45490536310308 17462.084175519376 93378.995468912093 52208.042778862851 -37554.753781654093 130688.83275369625 -4371.1663350181461 22617.94194326704 1972.5402676673036 13053.050605016477 137.42669909731711 -31199.934801428943 37290.365331870984 42650.606070649119 -10234.458927765096 105113.72143593751 -59415.135248427978 -29395.485959714599 9856.8379343767938 1083.3352279198918 -9528.2411819702666 13621.649434207873 -8604.0089375975404 9829.6953673952557
leaf_weight=94717 2768799 19767 1378 53789 42 139 4172 6312 241 144 58 93 11068 1322 16466 834 1062347 2125 745 1320 751 125 205 222 6658 2597 4740 6880 3777 1971
leaf_count=94717 2768799 19767 1378 53789 42 139 4172 6312 241 144 58 93 11068 1322 16466 834 1062347 2125 745 1320 751 125 205 222 6658 2597 4740 6880 3777 1971
internal_value=0 187.687 127.256 1693.9 4659.38 7039.06 11901 16553.3 30772.5 23854.5 -1678.75 66065.5 -1896.42 18184.6 -5.59727 203.589 90.0731 -13027.5 5274.12 36489.9 9555.19 25052.6 -19593.6 2710.82 12617.6 12687.6 3018.24 6844.16 -2201.27 -3842.87
internal_weight=0 1.305e+06 1.28524e+06 100470 46681 34249 15503 11331 2422 2181 722 151 12432 1364 1.18477e+06 1.09005e+06 1.06618e+06 3835 23869 1459 1710 959 571 366 7403 8909 18746 12035 5155 6711
internal_count=4073804 1305005 1285238 100470 46681 34249 15503 11331 2422 2181 722 151 12432 1364 1184768 1090051 1066182 3835 23869 1459 1710 959 571 366 7403 8909 18746 12035 5155 6711
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=3 4 6 3 1 6 1 1 3 1 0 1 1 0 0 0 0 6 6 5 1 1 1 7 1 1 5 4 2 1
split_gain=6.45985e+12 6.64545e+13 7.39409e+13 1.50204e+14 1.14629e+14 1.21061e+14 1.12863e+14 1.05523e+14 8.98291e+13 9.7206e+13 8.88702e+13 7.71162e+13 7.52079e+13 9.85467e+13 7.80894e+13 7.3385e+13 9.88694e+13 1.07242e+14 6.12203e+13 5.82141e+13 8.35275e+13 8.9346e+13 8.12824e+13 5.52863e+13 4.84521e+13 4.80348e+13 4.63381e+13 4.55484e+13 4.50945e+13 7.40852e+13
threshold=4.5000000000000009 6.5000000000000009 142.05000000000004 5.5000000000000009 30.362494150000003 168.45000000000002 82.648284550000014 49.230435000000007 5.5000000000000009 20.507515800000004 44.739668300000005 39.749243900000003 49.147669400000005 55.043091000000011 54.86311005000001 59.882709350000006 59.963561900000009 50.410000000000004 114.05000000000001 3.5000000000000004 45.71452080000001 49.030112300000006 37.804148700000006 6.0000000000000009 91.292296250000007 82.918694400000007 3.5000000000000004 5.5000000000000009 36.000000000000007 37.425454150000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 24 7 -5 9 18 11 -10 19 14 -14 -12 17 23 -2 22 -21 -22 -7 -17 -6 -16 -20 -4 29 -11
right_child=1 -3 3 6 5 12 -8 -9 10 28 15 -13 13 -15 25 16 -18 -19 26 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=133.34623280578637 -36235.085783175622 64.973548135977595 95325.000735828493 39308.726548155013 -85094.076814396714 -124661.66459960939 163809.88201884922 -169613.39651227681 -53808.837291110598 -54540.46852889088 -4028.749657266449 -10023.694685403476 22909.88610561709 68899.262664863505 -250011.25319940477 -10320.538614169034 2523.0271129940261 -86099.703800236864 -273281.15562500001 -48548.952320790515 -330237.7094401042 -47796.123902529769 37917.755830738955 166915.6507146662 37890.435546875 -64028.605335365857 -70817.770673076928 -13317.75129464286 -794.45208479701978 -7196.3715580619846
leaf_weight=1920388 355 1940754 86 177 554 40 63 28 802 362 9667 807 79 178 21 88 425 409 20 214 24 21 133 22 34 41 26 70 194115 3801
leaf_count=1920388 355 1940754 86 177 554 40 63 28 802 362 9667 807 79 178 21 88 425 409 20 214 24 21 133 22 34 41 26 70 194115 3801
internal_value=0 -118.916 -1797.1 -22191.4 -34549.8 -44001.2 46748.1 10773 -1626.61 -1114.78 -9948.31 -31848.2 -17395.2 19431.2 -43017.9 -6627.51 -33240 -62525.7 -50300.1 -44588.7 -74590.3 -198432 327.138 25126.7 -77982.7 -127023 -158845 46575 -1015.3 -11313.2
internal_weight=0 2.15342e+06 212662 1763 1495 1339 268 205 210899 198679 12220 1609 751 319 141 10611 944 519 401 432 259 45 173 110 588 62 46 156 198278 4163
internal_count=4073804 2153416 212662 1763 1495 1339 268 205 210899 198679 12220 1609 751 319 141 10611 944 519 401 432 259 45 173 110 588 62 46 156 198278 4163
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=4 1 4 1 1 3 3 0 0 4 1 0 0 1 1 6 0 1 1 5 0 6 0 1 6 5 3 6 1 6
split_gain=6.57113e+12 4.42847e+13 8.29677e+13 7.24884e+13 2.10651e+14 1.12784e+14 1.16455e+14 6.74106e+13 1.54853e+14 1.35066e+14 1.50615e+14 1.26938e+14 1.79408e+14 3.02825e+14 2.03295e+14 1.14842e+14 1.09652e+14 1.02527e+14 2.10612e+14 2.19246e+14 1.47958e+14 9.65008e+13 9.63623e+13 9.33231e+13 1.90874e+14 1.19642e+14 9.28054e+13 1.27495e+14 9.06983e+13 9.43816e+13
threshold=10.500000000000002 38.011626600000007 11.500000000000002 60.636764050000004 60.590708550000009 5.5000000000000009 6.5000000000000009 55.60524465000001 55.721784200000009 16.500000000000004 39.843340650000009 55.145978450000008 55.161746650000005 61.29689960000001 38.247071200000008 118.04500000000002 57.670849000000011 43.997056950000008 49.030112300000006 2.5000000000000004 57.60122925000001 48.025000000000013 55.539595350000006 38.782330450000011 70.50500000000001 2.5000000000000004 12.500000000000002 81.705000000000013 61.335446300000008 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 -2 3 4 -3 -6 -7 11 15 -10 16 23 -13 14 22 -9 -11 20 19 -19 -12 -16 -14 24 -4 26 27 -26 29 -15
right_child=1 2 7 -5 5 6 -8 8 9 10 17 12 13 28 21 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=98.281032817468372 441.12705138325941 -3966.3148125575826 -476.00280913267426 -13482.351581516741 17154.227320861817 284233.48179086542 88053.212897858801 -19685.814371062759 -3996.1708808650133 -7174.8276457606225 11962.56969747423 28187.017888064569 98063.427376994689 -9202.8819874025739 11159.13527189112 -216066.8955078125 -37716.669997530626 -5672.9527262701085 1581.2204264844245 -41646.404210131695 -26237.195195696342 34737.278462637718 -4170.2718214780834 -244.47524271151471 91551.228061394941 30977.664966083965 -5754.9866586538465 255457.94659476905 -3541.9709219767437 -45871.186201493372
leaf_weight=2547999 674490 12323 1466 9196 168 39 135 4033 119096 8961 13857 3533 94 1484 3111 30 1353 7615 118628 2179 1094 3927 4808 527739 152 463 52 69 4378 1332
leaf_count=2547999 674490 12323 1466 9196 168 39 135 4033 119096 8961 13857 3533 94 1484 3111 30 1353 7615 118628 2179 1094 3927 4808 527739 152 463 52 69 4378 1332
internal_value=0 -164.123 -643.658 -6724.6 -1817.82 75597.1 132025 -483.389 -1757.06 -1468.42 490.396 154.696 7483 3660.1 13425.2 -21135.8 -11181.3 1330.04 417.607 -13676.4 9167.4 24315.1 -2209.85 -158.756 20385.1 61937.2 114444 142726 -12547.2 -26547.4
internal_weight=0 1.5258e+06 851315 21861 12665 342 174 829454 276846 272783 153687 552608 22667 19134 11940 4063 10314 143373 128422 9794 14951 7038 4902 529941 2202 736 273 221 7194 2816
internal_count=4073804 1525805 851315 21861 12665 342 174 829454 276846 272783 153687 552608 22667 19134 11940 4063 10314 143373 128422 9794 14951 7038 4902 529941 2202 736 273 221 7194 2816
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 0 4 4 0 7 0 6 0 0 0 0 0 6 6 1 7 4 6 6 4 4 0 6 6 0
split_gain=6.87378e+12 4.45862e+13 7.23422e+13 7.20747e+13 2.52444e+14 2.52691e+14 3.62153e+14 2.54642e+14 2.13946e+14 3.43198e+14 1.94632e+14 1.74875e+14 1.24003e+14 2.17157e+14 1.71718e+14 1.06405e+14 2.02553e+14 2.74418e+14 1.087e+14 1.0305e+14 4.33245e+14 1.57262e+14 1.06513e+14 9.7748e+13 1.78055e+14 1.9879e+14 1.28049e+14 9.09715e+13 1.3855e+14 9.01305e+13
threshold=36.000000000000007 37.804148700000006 55.676890650000011 37.740454950000007 14.500000000000002 55.685785750000008 20.500000000000004 22.500000000000004 55.676890650000011 6.0000000000000009 55.649510000000014 60.910000000000004 55.728148450000006 55.753967500000009 55.749683450000006 55.801384500000005 55.749683450000006 62.375000000000007 51.405000000000008 37.768783500000005 6.0000000000000009 15.500000000000002 58.045000000000009 71.030000000000015 16.500000000000004 17.500000000000004 55.721784200000009 76.605000000000004 99.050000000000011 55.743464250000009
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 12 8 10 -10 27 -9 23 14 -14 16 17 -5 -18 20 -12 -21 -22 -7 -25 26 -26 -6 -29 -8
right_child=-2 2 -4 4 5 6 29 11 9 -11 19 -13 13 -15 -16 -17 18 -19 -20 21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-685.22842645168726 35.988090324238364 -89506.518845143044 -5025.0753821696371 531.74137027852828 -32399.155872826606 52125.085259336229 -4364.7445796847169 13920.352664093563 -45281.260119140628 -413059.01985294116 -1783.0756728056372 114174.58143356438 -28083.75801163639 44327.286369628913 -269006.8824652778 -27820.611611177268 4438.8976152676323 -43416.171088106159 43822.847396135716 -83411.368127670008 93393.604273897072 4990.0469151715179 229094.19746303765 218985.59076152917 89619.837934846699 171650.49011997768 -40320.167055495695 -180222.95043803097 28513.547316576089 23379.663251522914
leaf_weight=248724 3783399 102 16170 6248 1074 1758 2684 503 100 34 1127 266 166 850 36 1768 1615 1839 1238 267 153 817 93 103 159 140 145 103 46 2077
leaf_count=248724 3783399 102 16170 6248 1074 1758 2684 503 100 34 1127 266 166 850 36 1768 1615 1839 1238 267 153 817 93 103 159 140 145 103 46 2077
internal_value=0 -468.853 -5554.64 -166.971 4906.16 14876.5 25474.5 -3896.2 -14480.5 -138598 -9961.02 48598.7 50627.8 22178.7 -71020.6 -5058.65 -1380.12 -9462.1 21528.7 6264.34 24461.4 -16784.1 144695 63612 100530 73050 27641.9 -42557.7 -115781 7738.83
internal_weight=0 290405 16272 274133 25409 12701 8118 4583 3814 134 3680 769 3357 1052 202 12708 10940 8087 2853 2457 1373 1084 246 2305 547 444 304 1223 149 4761
internal_count=4073804 290405 16272 274133 25409 12701 8118 4583 3814 134 3680 769 3357 1052 202 12708 10940 8087 2853 2457 1373 1084 246 2305 547 444 304 1223 149 4761
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=4 0 0 7 6 4 6 3 6 6 3 3 6 6 7 6 6 3 3 0 0 6 6 5 6 3 3 6 6 6
split_gain=7.29969e+12 1.19458e+13 1.67856e+13 2.17551e+13 1.85663e+13 1.77891e+13 1.85907e+13 1.67033e+13 1.64707e+13 3.71835e+13 2.63594e+13 1.59442e+13 2.03047e+13 2.02221e+13 1.55464e+13 1.88885e+13 1.36393e+13 1.35049e+13 1.76377e+13 1.3053e+13 1.16216e+13 1.05418e+13 1.00036e+13 1.1586e+13 9.26988e+12 8.68056e+12 8.13224e+12 7.62004e+12 6.71559e+12 7.65954e+12
threshold=37.500000000000007 55.834019500000004 55.768246800000007 6.0000000000000009 59.815000000000005 38.500000000000007 37.995000000000012 7.5000000000000009 82.905000000000015 65.805000000000021 19.500000000000004 20.500000000000004 63.140000000000008 44.010000000000012 6.0000000000000009 78.010000000000005 101.02000000000002 6.5000000000000009 4.5000000000000009 55.858844800000007 55.801384500000005 66.010000000000005 51.405000000000008 1.5000000000000002 38.995000000000012 25.500000000000004 23.500000000000004 70.50500000000001 38.805000000000007 60.605000000000011
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 3 4 -2 20 -7 17 9 10 19 12 13 24 26 28 -10 18 -8 -3 -4 -14 -15 -24 -5 -17 -9 -23 -16 -30
right_child=1 8 5 11 -6 6 7 14 16 -11 -12 -13 21 22 15 25 -18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.5475709352491034 102019.80475260416 75793.239670138893 -117091.21539818549 -27773.407560483873 -13000.383355978262 61713.526007952009 61720.035468750008 -86639.65442708334 -72233.057753314395 152241.6017117587 -43547.194456129808 11172.056601497827 65942.685964133518 -102223.10226715688 -75974.176314871656 -7376.2282552083334 32422.270781250001 80635.184781250005 -61235.412053571432 -11604.683500000001 -35062.124685747192 -35471.831614446644 5389.6095520019535 -80378.601757812503 59549.143847656254 73310.95580729167 -38396.439204545452 6275.1257791270382 -9026.80373216712 -77308.031406250011
leaf_weight=4072329 36 54 31 31 23 28 20 54 33 22 52 302 22 51 28 24 20 25 28 25 39 64 28 36 20 30 99 138 92 20
leaf_count=4072329 36 54 31 31 23 28 20 54 33 22 52 302 22 51 28 24 20 25 28 25 39 64 28 36 20 30 99 138 92 20
internal_value=0 -7033.6 -10659.5 -1107.75 57181.4 -24507.7 -17182.4 -22442.2 15302.6 31945 11742.5 -6077.49 -19434.8 -45940.3 -31589 -12791.8 -32740.5 21036.8 -10004 48135.7 -71389.3 207.63 -69183.5 -42855 6470.73 37450 -55423.5 -6951.63 -32170.7 -21219.9
internal_weight=0 1475 1269 751 59 518 448 420 206 153 131 692 390 166 347 194 53 73 48 79 70 224 115 64 51 54 153 202 140 112
internal_count=4073804 1475 1269 751 59 518 448 420 206 153 131 692 390 166 347 194 53 73 48 79 70 224 115 64 51 54 153 202 140 112
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 0 1 0 6 0 6 1 0 0 0 6 1 0 4 4 3 3 1 7 4 6 0 0 6 1
split_gain=6.41817e+12 4.95614e+13 1.26784e+14 9.50524e+13 9.81186e+13 9.17952e+13 1.29996e+14 1.12682e+14 1.58053e+14 1.72075e+14 1.10357e+14 1.76454e+14 1.10398e+14 1.04483e+14 1.676e+14 1.07026e+14 9.82385e+13 9.59343e+13 1.60296e+14 1.81129e+14 1.24245e+14 3.39224e+14 5.72489e+14 1.51956e+14 9.17774e+13 8.99171e+13 8.79269e+13 1.77258e+14 1.25432e+14 1.08684e+14
threshold=18.500000000000004 2.5000000000000004 64.015000000000015 63.855000000000011 37.631035900000008 59.838047850000002 61.335446300000008 55.039488700000007 80.030000000000015 55.102137100000007 76.605000000000004 30.260128500000004 60.028671700000011 55.061158000000006 55.046782850000007 89.00500000000001 82.895858600000011 59.856552950000008 24.500000000000004 31.500000000000004 11.500000000000002 9.5000000000000018 30.345769800000003 6.0000000000000009 23.500000000000004 138.05000000000004 55.768246800000007 55.743464250000009 65.00500000000001 37.924401400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -8 9 -9 11 12 -7 14 15 -10 -16 18 20 -20 21 23 -23 -12 -19 -18 27 -4 -29 -30
right_child=1 2 5 4 -6 10 7 8 13 -11 17 -13 -14 -15 16 -17 25 24 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=50.152915616042208 -766.2449020824547 12527.849709738068 -1211.5096671548592 178250.94436479048 39518.297901807513 87529.041160501525 -3362.3134166045597 58059.339523073628 101132.05983694698 6333.1934433049919 107063.26862295646 9472.3460058319852 19167.914815063479 19371.256164535109 64220.584573102686 15145.739705582158 -18453.034837391533 10843.401577821971 147856.6290456081 -109812.99582519532 53539.893890514795 -3706.7451464843748 -613721.30425000004 -53714.447429142441 -7482.1346903184476 -125472.71522714122 -6666.1345217485696 -165711.88667279412 40895.062440161135 -2586.8437224642362
leaf_weight=3512946 455496 6250 36716 66 224 577 5751 1464 178 1147 108 2518 400 3347 140 775 2552 4975 185 32 319 40 25 129 6064 81 28561 34 1875 829
leaf_count=3512946 455496 6250 36716 66 224 577 5751 1464 178 1147 108 2518 400 3347 140 775 2552 4975 185 32 319 40 25 129 6064 81 28561 34 1875 829
internal_value=0 -314.134 1640.41 15124.7 71091.9 748.024 -560.058 7725.1 14309.5 35336.3 7849.21 23468.6 59540.9 6547.5 -4971.85 31206.1 -17405.2 3252.95 35872.4 109859 10018.7 -35952.4 -238328 19551.3 776.724 -21745.3 -2440.25 618.892 25164.2 27564.3
internal_weight=0 560858 105362 6540 290 98822 83450 15435 9684 2611 15372 3495 977 7073 3726 953 2773 11877 838 217 621 302 65 237 11039 2633 68015 39454 2738 2704
internal_count=4073804 560858 105362 6540 290 98822 83450 15435 9684 2611 15372 3495 977 7073 3726 953 2773 11877 838 217 621 302 65 237 11039 2633 68015 39454 2738 2704
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=1 6 1 7 4 4 0 0 0 1 6 6 0 0 0 0 0 6 4 4 1 5 6 4 1 4 1 6 6 0
split_gain=6.39733e+12 4.61347e+13 4.05166e+13 8.11206e+13 1.24418e+14 2.09589e+14 1.33725e+14 1.86166e+14 2.00325e+14 1.71281e+14 1.54932e+14 1.5783e+14 1.50933e+14 2.42646e+14 1.23168e+14 1.75715e+14 1.52559e+14 1.17621e+14 1.07339e+14 1.07232e+14 1.03943e+14 9.09303e+13 8.87264e+13 8.68999e+13 8.59237e+13 3.32801e+14 9.63168e+13 9.18431e+13 8.58452e+13 7.34332e+13
threshold=30.303340300000002 33.005000000000003 30.345769800000003 6.0000000000000009 13.500000000000002 20.500000000000004 59.838047850000002 59.91832440000001 59.939085000000013 30.315889700000003 83.010000000000005 38.605000000000011 60.01610465000001 60.002985000000002 59.825842200000004 59.939085000000013 59.856552950000008 92.02500000000002 4.5000000000000009 17.500000000000004 30.323041000000003 3.5000000000000004 31.005000000000006 19.500000000000004 30.315889700000003 23.500000000000004 30.330566300000005 59.505000000000003 80.720000000000013 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 10 -9 12 11 -8 13 17 -7 16 22 -10 -5 -12 28 -20 -16 -11 25 -24 -26 -27 -6 -17
right_child=2 -3 -4 18 5 14 7 8 9 23 19 -13 -14 -15 15 29 -18 -19 21 -21 -22 -23 24 -25 26 27 -28 -29 -30 -31
leaf_value=5293.6785552364963 733.95018717502558 -1090.3941400370195 -19.748353974871701 -43220.063555425797 -34807.09487456223 43246.554920950002 7385.3500273576028 -55976.640056829776 101131.88594056497 1668.3701860539747 56684.001559767086 90530.785108923577 -815.16214623544738 225533.11515887605 -124720.43761363637 24217.796720415863 -56140.011876384902 -22640.976701766307 -538.80299850514382 -32771.876940371389 11403.337102817452 38509.796314888947 137231.6515455654 62741.683209470895 -41787.510000750139 -150064.1743525257 32281.896400467285 72013.4256015625 -211354.38453010112 -1533.2852505656888
leaf_weight=12235 19084 151301 3834081 582 145 644 282 323 231 1466 268 1199 204 119 55 1755 959 115 41687 268 1882 605 173 277 438 73 293 25 34 3001
leaf_count=12235 19084 151301 3834081 582 145 644 282 323 231 1466 268 1199 204 119 55 1755 959 115 41687 268 1882 605 173 277 438 73 293 25 34 3001
internal_value=0 -612.768 25.6273 2309.14 6010.96 13088.5 25750.8 34977.3 17979.8 27883.6 58025.5 74698.9 70896.7 102357 1455.79 -2518.41 -27259.7 59993.5 -567.167 11956.1 4477.44 19.7992 -1056.98 11374.2 5730.93 53825.6 -12099 -93411.7 -68341.2 7969.06
internal_weight=0 163536 3.91027e+06 76187 33313 14229 6813 4752 2735 2412 2017 1481 669 465 7416 6772 2016 346 42874 536 2061 42292 1057 1743 1002 271 731 98 179 4756
internal_count=4073804 163536 3910268 76187 33313 14229 6813 4752 2735 2412 2017 1481 669 465 7416 6772 2016 346 42874 536 2061 42292 1057 1743 1002 271 731 98 179 4756
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 4 4 1 4 6 7 1 1 4 1 1 1 1 3 6 4 4 6 6 6 1 4 3 1
split_gain=6.85092e+12 4.21712e+13 3.53351e+14 8.23349e+13 9.41244e+13 9.02548e+13 8.94079e+13 9.15e+13 1.04044e+14 2.1734e+14 2.43781e+14 1.83354e+14 1.57044e+14 1.45066e+14 1.34663e+14 1.0074e+14 8.76734e+13 8.27821e+13 8.80197e+13 8.04841e+13 7.59621e+13 7.30569e+13 7.16548e+13 9.64813e+13 7.12896e+13 8.62509e+13 1.22782e+14 2.4833e+14 7.88439e+13 1.09946e+14
threshold=59.963561900000009 59.982409200000006 30.330566300000005 84.00500000000001 10.500000000000002 30.277905650000005 21.500000000000004 4.5000000000000009 30.303340300000002 8.5000000000000018 49.010000000000012 6.0000000000000009 30.315889700000003 30.277905650000005 10.500000000000002 30.242318500000007 30.315889700000003 30.277905650000005 30.260128500000004 4.5000000000000009 101.02000000000002 13.500000000000002 6.5000000000000009 120.05000000000001 43.010000000000012 86.030000000000015 30.370944000000005 8.5000000000000018 7.5000000000000009 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 13 -11 12 21 15 -14 -9 22 18 -12 -19 -6 -10 -7 -24 -4 28 27 -27 -26 -30
right_child=1 -3 24 4 20 16 -8 8 11 10 17 -13 14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=30.01682188314939 -57721.705942789711 -173.57786020239715 -3267.0979980744169 133302.50981326221 202516.91899038464 -4874.3639385633232 -136206.01416666666 5610.6859375000004 -3139.9612440500828 -17083.656645380986 194930.34973958333 -20419.404743224753 161988.96926229508 8213.9249287969105 -57477.868863192474 243386.81927614796 28524.755437155331 159304.57319388443 -62003.100976562506 296106.326171875 -13369.188337053572 85126.333948471976 -104408.27958873403 84028.794203629033 -32255.230797361321 -131495.20529166667 -41038.002837757027 64140.742392151769 43819.300098528183 -18206.850650828852
leaf_weight=3866640 96 192989 3989 41 39 242 30 28 302 77 30 531 183 443 33 49 255 93 24 80 28 136 220 31 4084 75 307 481 336 1912
leaf_count=3866640 96 192989 3989 41 39 242 30 28 302 77 30 531 183 443 33 49 255 93 24 80 28 136 220 31 4084 75 307 481 336 1912
internal_value=0 -560.253 -5824.74 24705.6 -1497.06 -11160.1 35211.2 37654.2 42211.8 69502.5 136672 23235 58679.1 30234.3 128459 156923 -19078.5 188827 80737.7 222565 112296 24266.9 -43700.9 -81135.2 -13989.6 -19934.4 9722.93 37751 -23976.4 -8936.04
internal_weight=0 207164 14175 2991 856 789 2135 2105 2009 824 304 1185 654 520 216 77 748 227 54 173 67 438 493 251 11184 7195 863 556 6332 2248
internal_count=4073804 207164 14175 2991 856 789 2135 2105 2009 824 304 1185 654 520 216 77 748 227 54 173 67 438 493 251 11184 7195 863 556 6332 2248
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=1 0 1 4 4 0 4 7 6 4 0 0 6 0 0 4 7 6 6 4 3 0 6 3 6 5 0 6 6 6
split_gain=6.80364e+12 3.14728e+13 2.35579e+13 4.78971e+13 4.27278e+13 6.11309e+13 8.20365e+13 9.24203e+13 8.98336e+13 7.28693e+13 1.12962e+14 5.7452e+13 5.67707e+13 5.35914e+13 2.52784e+14 1.58053e+14 1.55083e+14 1.17251e+14 8.16348e+13 7.22025e+13 1.5692e+14 1.36484e+14 1.03331e+14 8.14495e+13 7.56732e+13 9.05468e+13 1.20061e+14 2.46256e+14 7.51528e+13 7.31272e+13
threshold=20.507515800000004 54.932051950000009 30.084656550000002 21.500000000000004 13.500000000000002 59.91832440000001 14.500000000000002 6.0000000000000009 92.02500000000002 19.500000000000004 60.002985000000002 59.864072000000007 75.010000000000005 54.762682300000009 57.719618750000002 9.5000000000000018 6.0000000000000009 81.705000000000013 74.015000000000015 5.5000000000000009 2.5000000000000004 54.724612400000005 125.02000000000002 4.5000000000000009 149.05000000000004 2.5000000000000004 54.73499850000001 96.050000000000011 79.710000000000022 65.805000000000021
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 4 13 11 7 -7 9 12 -11 -6 -8 15 17 19 -17 -15 -18 20 21 22 -2 29 25 -23 -27 28 -28 -22
right_child=2 -3 -4 -5 5 6 8 -9 -10 10 -12 -13 -14 14 -16 16 18 -19 -20 -21 23 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=698.64782039400188 -41332.359834359981 15584.23543396592 12.443079765347422 -26819.020838968132 -4104.3788628884022 -58130.868909272693 8563.9804087486955 105709.28959219568 -72099.634816136851 246825.76285714284 20064.359449276682 -113810.70461840821 98635.162923616983 -47019.013928024709 -3934.4149908787945 18001.20496478568 -20122.023068301918 -166149.74338037637 -85085.135492412868 19764.537857862175 -18909.98120407615 28963.017875695354 157678.9375 1274.8183463613368 -104439.38489583334 53151.23253207426 174640.34481026788 413059.4368055556 -55111.457063802089 -92111.447683220045
leaf_weight=18719 260 1537 4021329 803 1054 42 1287 191 116 35 59 50 74 740 17477 1194 2763 93 208 4325 269 191 29 454 24 109 35 36 24 277
leaf_count=18719 260 1537 4021329 803 1054 42 1287 191 116 35 59 50 74 740 17477 1194 2763 93 208 4325 269 191 29 454 24 109 35 36 24 277
internal_value=0 1828.15 -9.13544 -2702.4 -2085.98 9460.94 20803.2 76175.9 12590.7 19342.6 104497 -9072.96 13461.3 -3263.84 -6499.6 2545.83 -12437.3 -60319.3 -24670.1 12889.7 -4518.65 31504.3 -21362.4 -30022.9 67968.4 78443.8 124771 206946 81182 -56047
internal_weight=0 20256 4.05355e+06 32219 31416 2908 1804 233 1571 1455 94 1104 1361 28508 18310 10198 4165 833 2971 6033 1708 708 289 1000 419 395 204 95 59 546
internal_count=4073804 20256 4053548 32219 31416 2908 1804 233 1571 1455 94 1104 1361 28508 18310 10198 4165 833 2971 6033 1708 708 289 1000 419 395 204 95 59 546
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=6 7 0 5 0 5 4 4 0 0 1 5 4 1 4 3 2 3 3 4 0 0 1 2 1 0 1 4 0 0
split_gain=6.38351e+12 1.19814e+13 1.59852e+13 2.52945e+13 3.95712e+13 1.99887e+13 3.442e+13 1.43342e+13 1.40453e+13 1.44533e+13 1.21759e+13 1.18205e+13 1.45614e+13 1.34415e+13 1.18269e+13 1.28746e+13 1.3635e+13 1.25237e+13 2.10914e+13 1.30846e+13 1.67948e+13 1.62062e+13 1.77277e+13 1.23725e+13 1.22816e+13 1.38975e+13 1.16876e+13 2.54645e+13 1.96151e+13 2.95485e+13
threshold=19.050000000000004 6.0000000000000009 57.892117950000006 4.5000000000000009 54.988402950000008 3.5000000000000004 5.5000000000000009 9.5000000000000018 57.14107305000001 57.174562350000009 38.782330450000011 3.5000000000000004 9.5000000000000018 41.966773150000002 8.5000000000000018 3.5000000000000004 2691.5000000000005 16.500000000000004 11.500000000000002 14.500000000000002 55.539595350000006 55.806294650000005 37.702956500000006 1696.0000000000002 49.030112300000006 43.6005307 37.702956500000006 6.5000000000000009 55.749683450000006 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -4 11 -10 -9 14 -13 -14 26 23 17 18 19 -17 -21 22 -22 -16 25 -25 27 28 -1 -30
right_child=-2 -3 5 4 -6 6 -8 10 9 -11 -12 12 13 -15 15 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2530.5245337212123 8.9169068068755575 6835.6259142469853 2017.0392447891136 57300.838203125008 -108214.90294095554 468.97498474121096 158892.23217773438 23734.382775720376 -23272.051448667105 -3397.2541832568418 108089.54595170455 6619.0061482520077 126035.91626420454 24496.697167968752 -30981.460385977509 6342.2296954180747 -5406.2519598778263 78762.81062011719 -32858.955325520838 -23628.608121744794 172298.97995923914 19253.466043526787 51775.088645582931 -59110.916834677424 -15825.839152406459 10593.316154400594 138.77413541925009 72316.996425189398 -110941.7840958305 -23269.99294464894
leaf_weight=367 4053237 1504 757 20 52 32 24 77 655 829 22 179 22 32 332 185 2585 28 90 24 23 35 26 31 903 370 11050 33 46 234
leaf_count=367 4053237 1504 757 20 52 32 24 77 655 829 22 179 22 32 332 185 2585 28 90 24 23 35 26 31 903 370 11050 33 46 234
internal_value=0 -1757.3 -2435.25 -3084.35 -62238.3 10483.4 68364.7 6696.75 -2848.76 -12169.5 42480 -2015.26 20349.7 65864.5 -2333.75 -6612.15 -2716.28 14202.4 9482.56 22488.5 50146.4 71225 108348 -13746.6 -9358.62 5204.71 -644.27 -13368.7 -17739.1 -37673.2
internal_weight=0 20567 19063 18151 72 912 56 856 18079 1484 99 16595 233 54 16362 4632 2996 411 383 293 108 84 49 1636 1304 401 11730 680 647 280
internal_count=4073804 20567 19063 18151 72 912 56 856 18079 1484 99 16595 233 54 16362 4632 2996 411 383 293 108 84 49 1636 1304 401 11730 680 647 280
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=2 5 6 4 4 0 6 4 0 6 4 1 4 0 0 6 0 1 1 0 0 0 7 0 1 4 4 6 1 2
split_gain=6.31432e+12 3.12709e+13 6.85847e+13 1.08824e+14 6.66057e+13 7.20897e+13 1.21309e+14 9.22505e+13 9.03065e+13 7.24379e+13 9.3832e+13 6.01697e+13 1.48431e+14 8.34374e+13 9.51662e+13 8.9999e+13 8.31103e+13 8.25253e+13 2.49451e+14 1.83462e+14 3.29368e+14 2.53163e+14 1.77597e+14 1.56177e+14 3.3791e+14 1.81948e+14 1.6841e+14 1.61159e+14 1.50556e+14 5.35979e+14
threshold=451.00000000000006 1.5000000000000002 39.810000000000009 3.5000000000000004 22.500000000000004 55.768246800000007 39.355000000000011 24.500000000000004 55.753967500000009 39.025000000000013 25.500000000000004 38.430814800000007 20.500000000000004 55.214863500000007 55.071632200000003 57.005000000000003 55.834019500000004 37.740454950000007 37.768783500000005 55.801384500000005 55.737027400000009 55.910578700000009 6.0000000000000009 55.759969450000007 37.804148700000006 12.500000000000002 17.500000000000004 56.805000000000007 37.897576350000001 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -7 -11 17 13 14 -13 -16 -15 -3 -19 20 -20 22 -21 28 25 -25 -26 -28 29 -22
right_child=-2 11 3 -5 5 9 -8 8 -10 10 -12 12 -14 16 15 -17 -18 18 19 21 23 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-245.96434053475036 -55.596001787930497 152.52063541363518 25495.485090350321 -3272.9651759667108 30127.86807490488 -4045.0352517800493 -14373.971871210597 7369.3858763177941 60699.210487445052 1954.3509868294548 63884.326357238613 -6312.0628586959365 194075.59354440789 -8968.4497371514226 4924.0360863204432 37726.439941130382 7388.7632582407941 16532.933378508587 1168.2668205204425 -10981.825967543167 13105.527350800259 1737.6438554208271 -46937.699315475009 34789.757104262528 8658.230224275354 128947.37754321202 19120.187481402096 -46356.697967145163 15378.955770566898 94215.696975013998
leaf_weight=146739 3396489 261770 1335 87302 2505 9341 1870 10959 327 711 373 3228 38 20252 2196 1351 3669 12753 55652 10843 2229 26785 1573 784 4655 278 531 1287 4695 1284
leaf_count=146739 3396489 261770 1335 87302 2505 9341 1870 10959 327 711 373 3228 38 20252 2196 1351 3669 12753 55652 10843 2229 26785 1573 784 4655 278 531 1287 4695 1284
internal_value=0 278.794 -578.126 -2839.67 581.755 5237.85 9526.9 12767.8 8914.56 -1205.4 23264.2 817.571 -3440.44 -3684.96 6111.63 17418 -6459.58 1157.38 3289.87 1762.79 4780.78 -3733.74 -15537.1 17551.1 7155.72 59437.4 -1421.94 -27232.3 27094.2 42751.3
internal_weight=0 677315 261462 88637 172825 26086 15661 13791 11286 10425 1084 415853 30734 30696 6775 3547 23921 385119 123349 110596 71395 39201 12416 15743 7535 1062 6473 1818 8208 3513
internal_count=4073804 677315 261462 88637 172825 26086 15661 13791 11286 10425 1084 415853 30734 30696 6775 3547 23921 385119 123349 110596 71395 39201 12416 15743 7535 1062 6473 1818 8208 3513
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=2 5 6 1 0 4 1 1 0 0 0 1 4 4 7 0 7 7 5 7 0 0 6 4 0 4 1 7 4 0
split_gain=7.12416e+12 4.44935e+13 3.79022e+13 1.02717e+14 8.34145e+13 1.67687e+14 1.62023e+14 2.82848e+14 2.07739e+14 2.04129e+14 2.998e+14 4.16269e+14 2.44646e+14 2.7256e+14 2.4071e+14 2.20367e+14 1.92514e+14 1.85035e+14 1.83087e+14 2.14725e+14 1.92245e+14 1.4945e+14 1.40259e+14 1.39543e+14 1.36588e+14 1.79612e+14 1.45448e+14 2.91442e+14 2.88033e+14 4.34252e+14
threshold=36.000000000000007 6.5000000000000009 36.905000000000008 37.374856000000008 55.633951400000008 3.5000000000000004 37.425454150000007 37.442254400000003 55.595177750000005 55.60524465000001 55.622114900000007 37.401708450000008 12.500000000000002 21.500000000000004 6.0000000000000009 55.520061350000013 6.0000000000000009 6.0000000000000009 1.5000000000000002 6.0000000000000009 55.622114900000007 55.462387050000011 79.015000000000015 15.500000000000002 55.520061350000013 19.500000000000004 37.503969450000007 6.0000000000000009 23.500000000000004 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 23 15 11 17 16 14 -14 21 -12 -11 19 -9 24 -4 -10 -8 25 -20 -26 -28 29 -29
right_child=-2 -3 4 -5 5 -7 7 18 22 10 12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-14936.8132170928 36.637659235168016 121299.71051269532 -13847.252858925567 3459.7577751455301 -56431.586320339251 -1915.5159857353538 -18011.647905512458 -24301.170524466917 -26386.869873766991 43416.244466393196 118204.05578898825 94371.283942201408 17499.340224136846 16429.896512173738 -74530.179960563444 -13887.799644710518 24223.856340587954 -66763.066541558932 -11777.031081577115 2835.4543347521512 33989.155251019518 37241.749391408703 -84845.815804070298 119826.9232874586 -2021.6361058943189 -118098.50693675323 1743.9895023212744 66688.647700619229 10264.927190478451 -140484.22161174272
leaf_weight=3268 3783399 30 817 42582 566 179762 143 5260 2797 329 342 1152 465 3559 731 4610 601 284 2431 6543 2171 1914 481 151 14302 170 9651 2223 2964 106
leaf_count=3268 3783399 30 817 42582 566 179762 143 5260 2797 329 342 1152 465 3559 731 4610 601 284 2431 6543 2171 1914 481 151 14302 170 9651 2223 2964 106
internal_value=0 -477.316 -489.897 2148.53 -984.618 -2086.63 2110.9 -639.446 -27742.6 11287.3 22933.5 58945.6 11778.5 2550.92 -38749.5 -552.412 58307.9 -7629.31 1473.4 -9257.97 5196.79 21958.1 -34964.9 52783 3234.02 -18726.1 5187.05 12086.1 30943.3 57259.6
internal_weight=0 290405 290375 45850 244525 180328 64197 49393 3572 14804 7463 1765 5698 4755 1196 7341 943 613 45821 11803 34018 2731 3278 294 31847 2601 29246 14944 5293 2329
internal_count=4073804 290405 290375 45850 244525 180328 64197 49393 3572 14804 7463 1765 5698 4755 1196 7341 943 613 45821 11803 34018 2731 3278 294 31847 2601 29246 14944 5293 2329
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=6 4 1 1 4 0 5 1 6 4 5 3 5 0 5 6 3 3 3 0 6 1 1 4 0 0 1 0 6 0
split_gain=7.07782e+12 5.17274e+13 8.58547e+13 1.54022e+14 1.29133e+14 1.08026e+14 1.41282e+14 8.80827e+13 8.75398e+13 2.4259e+14 1.08707e+14 8.44122e+13 8.29167e+13 1.1441e+14 8.2874e+13 1.78156e+14 8.16219e+13 1.03484e+14 7.67921e+13 7.59601e+13 1.14041e+14 1.24627e+14 1.58748e+14 1.57947e+14 1.09419e+14 1.13638e+14 1.51062e+14 1.39934e+14 1.35426e+14 1.21124e+14
threshold=64.015000000000015 15.500000000000002 38.948208550000011 38.989878900000008 12.500000000000002 45.022979600000006 1.5000000000000002 38.97264950000001 116.05000000000001 4.5000000000000009 4.5000000000000009 15.500000000000002 2.5000000000000004 45.029425500000009 3.5000000000000004 110.01500000000001 11.500000000000002 5.5000000000000009 4.5000000000000009 43.687280500000007 73.00500000000001 39.703507450000011 39.718675700000013 18.500000000000004 45.00849250000001 45.053967500000006 38.91194105000001 54.980317700000008 134.05000000000004 54.998919050000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 10 -10 -7 -2 13 16 15 -8 17 -6 -17 20 -3 23 -23 -22 -21 26 28 -27 -26 -29
right_child=1 19 3 -5 12 8 7 -9 9 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 24 21 22 -24 -25 25 27 -28 29 -30 -31
leaf_value=72.083361548723715 -1468.8456163320586 52891.018322911419 260169.52031250155 800.18975534316576 19127.827759576612 8771.258003771487 56907.952727475378 -32.854487022986781 -36606.40878310996 72909.12200364731 242305.3858984375 -166497.00957031251 -40793.487415149903 -17155.063546981295 -12631.091038499437 323462.23478618427 -11649.078851744187 255513.72254585597 124951.53813476564 -12076.144166423555 -9981.5319511217967 100695.26499477653 635.7618142163243 -336034.32893880212 53034.957571908846 -5282.3139233699767 4381.2265473878679 17900.371352312995 -122730.79286684783 -588.60388085407521
leaf_weight=3135942 185972 620 31 419590 31 5886 414 312 283 709 20 31 652 294 111 38 43 46 40 9338 39 172 2029 24 932 75383 17469 3603 46 213704
leaf_count=3135942 185972 620 31 419590 31 5886 414 312 283 709 20 31 652 294 111 38 43 46 40 9338 39 172 2029 24 932 75383 17469 3603 46 213704
internal_value=0 -241.026 297.704 1076.47 14086.9 18524.9 50214 43100.8 14179 41666.3 9562.09 -1496.35 -18569.7 16430.2 65418.7 83027.5 98714 160345 221662 -1264.81 14891.8 4485.62 8455.04 -134192 -1410.21 -1090.1 6522.39 -1569.88 44767.9 -282.052
internal_weight=0 937862 614503 428500 8910 7844 946 915 6898 992 5906 186003 1066 414 603 492 120 77 78 323359 2884 2264 2201 63 320475 311137 18447 292690 978 217307
internal_count=4073804 937862 614503 428500 8910 7844 946 915 6898 992 5906 186003 1066 414 603 492 120 77 78 323359 2884 2264 2201 63 320475 311137 18447 292690 978 217307
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 4 6 6 7 6 0 0 4 4 7 4 1 6 6 6 6 4 6 6 0 5 0 6 4
split_gain=7.72572e+12 9.8747e+13 1.18445e+14 2.78373e+14 1.41704e+14 2.32608e+14 4.41943e+14 2.42723e+14 1.42635e+14 1.40026e+14 1.33796e+14 1.31957e+14 1.4822e+14 1.32784e+14 1.30801e+14 1.90146e+14 1.23886e+14 1.12628e+14 1.10046e+14 1.06408e+14 1.02439e+14 9.85411e+13 9.72666e+13 9.46885e+13 9.32181e+13 8.67687e+13 1.44809e+14 3.7245e+14 2.76972e+14 1.07454e+14
threshold=37.682335600000009 37.71815560000001 55.743464250000009 55.685785750000008 55.753967500000009 37.702956500000006 26.500000000000004 59.025000000000013 125.02000000000002 6.0000000000000009 52.330000000000005 55.676890650000011 55.649510000000014 14.500000000000002 19.500000000000004 6.0000000000000009 26.500000000000004 37.702956500000006 71.030000000000015 83.010000000000005 89.00500000000001 43.405000000000008 15.500000000000002 42.005000000000003 45.995000000000012 55.876067900000002 2.5000000000000004 55.801384500000005 75.605000000000004 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 11 5 6 7 9 16 10 -4 12 -2 -13 15 -9 23 -14 -16 22 24 -7 -15 -6 -5 26 28 29 -25 -28
right_child=1 -3 4 20 8 21 -8 14 -10 -11 -12 13 17 19 18 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=262.47618297307667 -9231.8906363828701 -16.709587782486814 7985.4076715284791 -35919.105463662694 4686.6739341462544 30234.292204516929 -16825.608509865786 69214.844632056454 262215.59398437501 83053.493542935001 -259608.62475142046 -31605.150007334698 8657.4382013494323 195911.19861421132 -18880.992322198275 281779.33418416034 38212.808024573249 -120529.00488834021 157756.78513671877 285080.79999999999 105442.44594594595 -21614.18440682827 37172.930081503051 -14370.569276850907 -91618.385741264283 -3678.4014002122854 -38158.580563354495 -75621.128611596141 149943.99099927218 53914.009314652103
leaf_weight=879340 9358 3162899 124 607 4997 519 624 62 20 376 22 233 99 42 58 131 638 212 90 20 37 1248 477 3184 595 5904 192 1217 106 373
leaf_count=879340 9358 3162899 124 607 4997 519 624 62 20 376 22 233 99 42 58 131 638 212 90 20 37 1248 477 3184 595 5904 192 1217 106 373
internal_value=0 -72.2518 -5637.73 -13630.5 -942.967 18141.4 47286.6 93643.5 -4677 50779.5 -32337 -8312.4 -11489 31473.3 159259 213494 -4998.34 -79405.3 88533.9 58741 -58445.9 -6385.34 50018.8 -6724.3 -63490.7 -11919.3 -21512.1 -44471.1 -9076.54 22625.6
internal_weight=0 3.19446e+06 31565 11680 19885 3254 1487 863 16631 522 146 10441 9669 772 341 193 16611 311 148 539 1239 1767 519 15973 1202 10976 5072 1782 3290 565
internal_count=4073804 3194464 31565 11680 19885 3254 1487 863 16631 522 146 10441 9669 772 341 193 16611 311 148 539 1239 1767 519 15973 1202 10976 5072 1782 3290 565
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=2 0 1 4 4 6 5 0 6 5 4 4 6 4 4 6 5 6 6 6 4 6 1 1 0 4 1 0 3 1
split_gain=7.14299e+12 3.09312e+13 1.33103e+14 1.49511e+14 1.28407e+14 8.26665e+13 1.07667e+14 7.70507e+13 7.61254e+13 1.29114e+14 8.45593e+13 1.19096e+14 9.3441e+13 1.33488e+14 1.00433e+14 1.74982e+14 1.22777e+14 2.44476e+14 1.90432e+14 7.78595e+13 1.29015e+14 6.67347e+13 6.61668e+13 1.0589e+14 1.21289e+14 8.37333e+13 7.08125e+13 6.59681e+13 6.56249e+13 6.33971e+13
threshold=451.00000000000006 56.020150250000007 38.166910000000009 6.5000000000000009 8.5000000000000018 69.015000000000015 2.5000000000000004 56.385857200000011 47.420000000000009 1.5000000000000002 23.500000000000004 26.500000000000004 81.705000000000013 11.500000000000002 15.500000000000002 67.91500000000002 2.5000000000000004 61.025000000000006 61.805000000000007 56.205000000000005 9.5000000000000018 55.805000000000007 37.46219940000001 37.517483500000004 56.385857200000011 9.5000000000000018 37.534144550000008 56.685611200000004 1.5000000000000002 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 28 12 -12 14 -14 15 16 18 -18 19 20 -10 -16 25 -24 26 27 -25 -7 -6 -28
right_child=-2 2 3 4 7 22 -8 -9 10 -11 11 -13 13 -15 21 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=464.30907447964682 -59.131657636834717 -4717.718492266361 1054.5305381781684 242286.42832031252 -94807.17388822115 -30987.526976336801 12369.92362606021 -9152.0209703734872 -108619.87062500001 200109.57388183594 -153168.86041666669 85751.424471507358 331199.46394230775 -7780.4620535714294 -14981.818984375001 -144625.63547794119 415842.06521739135 -35915.197625000001 240864.48293269231 -185780.30716911764 143865.12487362133 135669.52418707771 -79652.747236206822 31204.302359485315 -116819.77296939568 29446.386788053114 -53076.085331152659 29688.63132027004 71538.482992621532 -11866.645695638021
leaf_weight=637986 3396489 26945 2250 32 26 811 4272 257 50 80 54 34 26 21 40 68 23 25 26 34 34 111 322 301 121 595 471 230 270 1800
leaf_count=637986 3396489 26945 2250 32 26 811 4272 257 50 80 54 34 26 21 40 68 23 25 26 34 34 111 322 301 121 595 471 230 270 1800
internal_value=0 296.524 -2425.25 16302.7 44633.2 -4232.36 -2379.3 39268.6 52765.5 87391.4 28920.5 -60858.8 46170.6 179740 30896.2 -6775.73 42046.1 180552 -4122.45 -58102.6 -6423.56 95761.9 -16669.9 -25455.9 -18975.7 -477.933 -14372.6 -17581.7 56927 -20413.4
internal_weight=0 677315 39329 3461 1211 35868 31217 1179 922 376 546 88 458 47 411 260 192 48 144 118 84 151 4651 3015 2693 1636 2572 1041 296 2271
internal_count=4073804 677315 39329 3461 1211 35868 31217 1179 922 376 546 88 458 47 411 260 192 48 144 118 84 151 4651 3015 2693 1636 2572 1041 296 2271
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=1 1 4 6 0 0 5 6 0 4 3 4 6 1 0 6 4 0 0 6 1 4 0 4 0 4 1 6 6 1
split_gain=6.25395e+12 1.81543e+14 8.11743e+13 1.2402e+14 8.47294e+13 1.37489e+14 1.94921e+14 1.15249e+14 8.3115e+13 6.83449e+13 7.21787e+13 6.48703e+13 6.40679e+13 6.38755e+13 8.86245e+13 7.25944e+13 1.0657e+14 6.86063e+13 1.8332e+14 1.82772e+14 1.28006e+14 1.89225e+14 2.36227e+14 1.64671e+14 2.05053e+14 1.75938e+14 2.28648e+14 1.53236e+14 1.07718e+14 9.11485e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 112.00500000000001 54.947152850000002 55.007293000000011 2.5000000000000004 79.710000000000022 54.947759400000002 25.500000000000004 22.500000000000004 7.5000000000000009 79.710000000000022 82.948524700000021 55.102137100000007 31.005000000000006 15.500000000000002 54.962581500000006 54.998919050000005 94.02500000000002 82.958608050000009 23.500000000000004 55.014210500000011 4.5000000000000009 55.046782850000007 18.500000000000004 82.956351500000011 72.50500000000001 77.010000000000005 82.963919600000011
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 6 8 -8 -6 10 11 -7 -3 -1 15 16 -15 19 28 -17 23 -22 -23 24 -20 27 -27 -25 -19 -30
right_child=-2 2 4 -5 5 9 7 -9 -10 -11 -12 -13 -14 14 -16 17 -18 18 20 -21 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=48.654577519907207 -305.15059264050512 -7278.0447791751567 4080.0403912200309 65155.331707995458 -1965.3204225735135 155963.34547413792 44850.699779235161 123151.3918507848 24878.567930809742 -23528.202188530962 57695.400256774476 6152.9115285560611 -88944.888182348135 24147.479355336669 -16458.519807478409 -3358.1568669181647 -17529.014582434535 15032.176252515688 -116115.24932114685 -69889.484943524105 2054.7657104957916 112660.90311179578 11816.545064117796 9960.7631110669554 -13763.046197015427 -4237.4126028121536 -58181.738847805493 -21702.938502274206 72326.102442831194 -112947.66103515626
leaf_weight=3330528 576568 4856 24819 237 1800 29 1258 221 3211 731 286 8756 98 2329 4262 82066 833 3714 309 415 12745 355 672 6290 534 2045 1276 2019 514 28
leaf_count=3330528 576568 4856 24819 237 1800 29 1258 221 3211 731 286 8756 98 2329 4262 82066 833 3714 309 415 12745 355 672 6290 534 2045 1276 2019 514 28
internal_value=0 50.3083 6270.38 -5512.81 7758.22 13361.5 24651.2 56550.8 15236 5886.51 8256.94 6647.45 -8893.58 -33.1479 -2295.87 -1776.16 13168.2 -2194.4 1857.85 -3692.91 -1264.1 5382.18 46675.1 -8602.54 -51280 -5509.07 -24964 2266.82 21109.6 62754.8
internal_weight=0 3.49724e+06 46302 5191 41111 16292 6490 1479 5011 9802 9071 8785 4954 3.45093e+06 120406 116144 3162 112982 30501 82481 26245 13772 1027 12473 843 11630 3321 8309 4256 542
internal_count=4073804 3497236 46302 5191 41111 16292 6490 1479 5011 9802 9071 8785 4954 3450934 120406 116144 3162 112982 30501 82481 26245 13772 1027 12473 843 11630 3321 8309 4256 542
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=6 3 0 3 3 1 2 1 2 0 3 6 6 3 0 2 0 0 1 3 1 1 4 1 1 6 0 3 3 7
split_gain=6.41627e+12 2.0011e+13 3.11834e+13 3.06813e+13 5.2079e+13 1.0214e+14 6.19664e+13 4.74978e+13 4.04733e+13 5.52686e+13 4.21921e+13 3.91192e+13 3.86192e+13 3.45002e+13 4.03937e+13 3.2569e+13 2.93941e+13 7.0912e+13 9.32381e+13 5.19773e+13 4.53398e+13 5.6842e+13 3.12741e+13 6.20977e+13 2.77588e+13 4.95559e+13 4.09706e+13 3.9024e+13 3.2378e+13 2.44792e+13
threshold=189.00000000000003 24.500000000000004 45.125532050000011 17.500000000000004 15.500000000000002 82.948524700000021 5873.0000000000009 38.958307950000012 2421.5000000000005 45.022979600000006 16.500000000000004 247.90000000000001 247.90000000000001 14.500000000000002 55.737027400000009 2865.5000000000005 45.015054600000006 45.022979600000006 39.038055050000004 10.500000000000002 37.331232350000008 43.047633000000012 3.5000000000000004 39.908802000000009 39.718675700000013 247.90000000000001 43.550475500000012 5.5000000000000009 1.5000000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 8 12 -6 -10 11 -11 -5 16 -15 -9 19 18 -18 20 -2 22 23 -22 25 27 -26 28 -24 -19
right_child=1 2 -4 7 5 -7 -8 15 9 10 -12 -13 -14 14 -16 -17 17 29 -20 -21 21 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-5.0647137845315688 105687.4002757353 32969.376698369568 -118712.89090909093 -69898.46548009073 -171354.2555059524 -209167.81643066407 106160.17210477943 104432.34100328948 -132168.5523754223 111275.06998263889 -73831.936008522738 -22106.519186046513 69908.067170662718 135003.55817587211 -9685.590937500001 24993.484312776549 259979.057 6925.6195894367165 -29700.632578125005 -118886.01878107245 98003.177115091472 10264.777884470925 -59339.978125000001 -104530.32981770835 -127461.5463623047 -18566.860305606617 -2288.0882819329108 -8485.8069531250003 -209887.75997656249 -22601.066325373318
leaf_weight=4067180 34 23 33 62 21 32 34 95 37 45 44 43 29 43 35 113 25 4608 20 44 41 507 20 24 32 68 143 20 50 299
leaf_count=4067180 34 23 33 62 21 32 34 95 37 45 44 43 29 43 35 113 25 4608 20 44 41 507 20 24 32 68 143 20 50 299
internal_value=0 3109.77 -56414.8 3617.29 2124.64 -42048.5 -18174.3 34912.9 -40423.6 -24154.1 6122.67 46100 -25344.7 4005.28 70078.9 61275.7 3136.92 6272.42 131233 -12658.6 -7680.94 -11940.1 -40226.2 23221.6 -52610.9 -82996.5 -25176.9 -131677 -166874 5126.46
internal_weight=0 6624 56 6568 6269 256 224 299 190 169 132 88 91 6013 78 208 5935 4952 45 983 939 905 398 65 333 158 175 90 70 4907
internal_count=4073804 6624 56 6568 6269 256 224 299 190 169 132 88 91 6013 78 208 5935 4952 45 983 939 905 398 65 333 158 175 90 70 4907
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=6 1 1 4 4 4 3 6 0 1 6 2 5 6 0 1 1 4 4 1 4 0 0 1 6 3 3 4 6 3
split_gain=6.54836e+12 4.42177e+13 4.62226e+13 6.73496e+13 4.23895e+13 5.86859e+13 4.722e+13 7.97126e+13 7.84494e+13 1.19024e+14 7.46863e+13 5.74916e+13 5.47455e+13 6.56328e+13 6.81246e+13 4.10669e+13 8.75442e+13 6.20005e+13 9.00905e+13 9.39816e+13 7.11869e+13 1.65967e+14 7.80199e+13 5.9907e+13 6.83049e+13 5.5509e+13 5.54733e+13 5.3353e+13 6.84767e+13 6.96923e+13
threshold=112.00500000000001 37.957884500000006 38.948208550000011 24.500000000000004 7.5000000000000009 8.5000000000000018 4.5000000000000009 156.15000000000003 45.125532050000011 38.066230450000006 149.05000000000004 2828.5000000000005 4.5000000000000009 138.05000000000004 44.739668300000005 37.517483500000004 37.425454150000007 8.5000000000000018 5.5000000000000009 37.442254400000003 19.500000000000004 55.721784200000009 55.539595350000006 37.46219940000001 156.15000000000003 18.500000000000004 10.500000000000002 4.5000000000000009 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 15 3 4 6 -6 8 10 9 -3 -8 -10 13 -11 -15 16 25 18 23 -20 22 -22 -19 -18 -25 -2 -23 28 -17 -30
right_child=1 2 -4 -5 5 -7 7 -9 11 12 -12 -13 -14 14 -16 27 17 20 19 -21 21 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=16.576657763944436 4213.9773427761493 -89288.998536931816 -1772.903003306445 69686.578877397027 -124902.51118164063 -26632.012436714049 -45541.541673136649 69757.556656250003 4759.5399599807897 42463.426875000005 -219876.82155172416 -74894.39872750947 -58013.410304418103 274410.48812500003 96108.829625000013 -63349.03094853941 107575.16761363635 -76363.118983289925 -182242.29621582033 -7100.8264583333339 -300439.0589543269 -149190.52834821431 43043.876910159466 -152533.52009548611 42266.749421861437 -31056.590063582251 40066.230597854876 19467.87297300022 -24144.780108173079 132130.86035698786
leaf_weight=4005334 13055 55 49178 88 64 1204 161 50 289 140 29 132 29 30 75 184 33 72 96 45 26 21 228 36 36 462 59 2470 78 45
leaf_count=4005334 13055 55 49178 88 64 1204 161 50 289 140 29 132 29 30 75 184 33 72 96 45 26 21 228 36 36 462 59 2470 78 45
internal_value=0 -969.695 -2427.09 -16140.5 -19485.4 -31592 -3979.01 -42586.4 8375.36 44960.7 -72150.6 -20215.1 71908.6 87287.2 147052 3461.48 1282.11 -34507.8 -74123.7 -126346 -10504.1 -80948.2 14386.2 -3996.41 -55133.4 3008.46 -9613.67 14581.2 -24734.9 33029.2
internal_weight=0 68470 51524 2346 2258 1268 990 240 750 329 190 421 274 245 105 16946 14169 652 246 141 406 106 300 105 72 13517 80 2777 307 123
internal_count=4073804 68470 51524 2346 2258 1268 990 240 750 329 190 421 274 245 105 16946 14169 652 246 141 406 106 300 105 72 13517 80 2777 307 123
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=2 6 0 6 4 7 0 6 1 1 4 0 4 0 0 0 7 6 1 5 3 6 6 0 7 1 1 6 1 3
split_gain=6.35776e+12 4.25937e+13 5.29154e+13 1.14239e+14 6.50967e+13 8.93302e+13 1.15445e+14 1.07802e+14 5.717e+13 7.91911e+13 1.04274e+14 9.55376e+13 1.15035e+14 8.57252e+13 8.92062e+13 8.21587e+13 2.57467e+14 2.08339e+14 1.97058e+14 2.29666e+14 1.9835e+14 1.58327e+14 8.98246e+13 1.1665e+14 1.08299e+14 8.72532e+13 8.64056e+13 8.2829e+13 1.43881e+14 7.79112e+13
threshold=36.000000000000007 94.02500000000002 55.79439725000001 95.045000000000016 17.500000000000004 6.0000000000000009 55.82518790000001 102.04000000000001 37.649344350000007 37.425454150000007 30.500000000000004 55.520061350000013 5.5000000000000009 55.649510000000014 55.660117850000006 55.685785750000008 6.0000000000000009 96.050000000000011 37.475446350000006 3.5000000000000004 6.5000000000000009 128.05000000000004 125.02000000000002 55.520061350000013 6.0000000000000009 37.543519500000009 37.517483500000004 99.050000000000011 37.618684050000006 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 8 -4 -5 6 7 -6 9 11 15 12 -3 -13 -15 17 18 29 -17 20 25 -21 23 -19 -25 -20 -18 -27 -29 -11
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 13 -14 14 -16 16 26 22 19 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-636.96614076852779 34.610893816950295 12196.149954044118 89115.902391690353 35735.270747816299 -42334.877269345241 18945.025537857127 -22862.641946909196 -366735.34734375007 19601.990380595234 -37289.314866504857 47109.037937401525 -16128.63066661381 205738.84631347656 149139.25732713388 21515.183242187501 44778.724968497991 98019.753070312508 -107110.67938959651 18155.176503906252 11819.820707514045 -436710.37023237185 -250597.46532258065 93816.733687007334 44348.489680645485 -20992.766067064134 -56281.010667782743 -40464.305735518297 -496715.85625000001 -136865.22406250003 -130302.99550537109
leaf_weight=283709 3783399 68 220 720 21 653 337 20 1294 206 238 622 56 67 300 62 100 94 20 89 39 31 111 473 547 21 82 20 25 160
leaf_count=283709 3783399 68 220 720 21 653 337 20 1294 206 238 622 56 67 300 62 100 94 20 89 39 31 111 473 547 21 82 20 25 160
internal_value=0 -450.911 7432.23 21196.1 12662.5 -3450.39 -42138.8 -200579 1690.72 -5064.5 -15591.8 16860.4 99602.5 6486.23 44814.4 -22766.3 -58615.2 -11748 -114484 -154788 -249652 -55971.3 8031.87 -515.809 9307.64 -164823 35625.8 -220270 -296799 -77951
internal_weight=0 290405 6696 1971 1751 1031 378 41 4725 3431 2318 1113 124 989 367 2080 489 1591 307 245 125 120 1225 1114 1020 86 182 66 45 366
internal_count=4073804 290405 6696 1971 1751 1031 378 41 4725 3431 2318 1113 124 989 367 2080 489 1591 307 245 125 120 1225 1114 1020 86 182 66 45 366
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=2 0 6 0 1 1 7 0 1 0 1 1 1 6 6 4 6 4 0 6 5 2 5 6 4 1 4 7 6 1
split_gain=6.3211e+12 3.00945e+13 4.21322e+13 4.09911e+13 1.00756e+14 1.51856e+14 9.98496e+13 5.56515e+13 1.44595e+14 7.5475e+13 1.32649e+14 8.55233e+13 8.8523e+13 9.08357e+13 7.46258e+13 6.07149e+13 5.84818e+13 5.35506e+13 5.78884e+13 4.63919e+13 4.58159e+13 4.388e+13 1.16207e+14 1.29718e+14 1.01559e+14 1.38984e+14 1.1908e+14 2.12226e+14 2.36954e+14 1.25009e+14
threshold=451.00000000000006 54.86311005000001 96.050000000000011 54.916864950000011 38.066230450000006 38.166910000000009 6.0000000000000009 55.071632200000003 37.331232350000008 55.111813300000001 38.430814800000007 38.657016300000002 38.958307950000012 84.00500000000001 80.030000000000015 5.5000000000000009 51.405000000000008 14.500000000000002 55.554045200000012 65.805000000000021 3.5000000000000004 75.000000000000014 2.5000000000000004 78.010000000000005 5.5000000000000009 38.430814800000007 8.5000000000000018 6.0000000000000009 83.010000000000005 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -3 8 -5 10 -9 21 13 15 -12 -13 -10 -14 -19 -6 -16 -11 24 -24 25 -23 27 -26 29 -29
right_child=-2 3 -4 7 5 -7 -8 9 16 11 14 12 17 -15 20 -17 -18 18 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-7018.6892480970992 -55.625834917156354 415.91361852819813 -114174.29755067568 -105519.39270182292 25683.795422578954 -54230.197818863126 -91799.460586572663 -46415.550886878191 553.03326329935283 -405.81990049977679 15073.289325475362 -6014.7821563226316 -739.91047264466351 -74908.763610515773 99046.404739432808 -22458.923700085965 -17973.128733363756 130030.84695913462 9045.6066125850866 63462.647184852103 -8000.6116135817319 5049.8448969812825 8417.2888178401608 -223.34050652443489 -5.5971453249542282 -10668.234603298341 -298.90019194711425 -60900.096281090569 230627.49283088237 -20301.473588909193
leaf_weight=4424 3396489 2588 37 150 1698 221 123 343 4584 290405 3889 7633 12985 226 173 3181 2712 65 101 402 52 62501 42038 29614 5432 6182 192210 1176 34 2136
leaf_count=4424 3396489 2588 37 150 1698 221 123 343 4584 290405 3889 7633 12985 226 173 3181 2712 65 101 402 52 62501 42038 29614 5432 6182 192210 1176 34 2136
internal_value=0 278.943 -7907.45 333.219 9324.97 24617.9 -3767.96 265.467 -8331.44 362.4 13331.5 274.275 -5560.92 -12163.2 18312.8 -10851.9 -6333.34 -18.4112 56419.3 32915.7 74306.6 497.724 1266.48 4846.09 315.37 3635.1 -819.069 -12209.1 -32020.7 -34716.9
internal_weight=0 677315 4461 672854 5032 2321 2711 667822 7446 660376 4457 655919 24191 11040 4114 10814 7296 13151 166 2100 225 631728 341323 71652 269671 68683 200988 8778 3346 3312
internal_count=4073804 677315 4461 672854 5032 2321 2711 667822 7446 660376 4457 655919 24191 11040 4114 10814 7296 13151 166 2100 225 631728 341323 71652 269671 68683 200988 8778 3346 3312
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=6 4 3 1 1 4 7 1 0 0 1 1 2 1 1 1 1 0 5 1 1 1 0 1 3 0 6 6 2 2
split_gain=6.27671e+12 4.54126e+13 7.68243e+13 7.81828e+13 7.99582e+13 7.55344e+13 8.70663e+13 1.72339e+14 1.52359e+14 1.96728e+14 1.75174e+14 1.12367e+14 1.71287e+14 8.89325e+13 1.48398e+14 2.01204e+14 1.32612e+14 6.9818e+14 8.52764e+13 9.32946e+13 8.23804e+13 8.05968e+13 1.51339e+14 1.18046e+14 7.38749e+13 8.59097e+13 7.22618e+13 9.31496e+13 9.11623e+13 7.08133e+13
threshold=64.015000000000015 24.500000000000004 20.500000000000004 30.345769800000003 30.438492500000006 25.500000000000004 6.0000000000000009 37.924401400000008 60.042359000000012 55.60524465000001 37.729575300000008 38.965413050000002 75.000000000000014 30.472130500000002 37.618684050000006 37.631035900000008 37.475446350000006 55.866549750000011 1.5000000000000002 82.92647190000001 30.315889700000003 30.323041000000003 59.990753350000013 30.389265100000003 4.5000000000000009 45.022979600000006 67.91500000000002 82.00500000000001 2561.0000000000005 2828.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 8 9 10 -8 12 -9 21 16 -16 -15 -18 19 -13 -10 -11 -23 -24 -3 -26 -20 -28 -29 -30
right_child=1 5 3 4 -6 -7 7 11 20 13 -12 18 -14 14 15 -17 17 -19 26 -21 -22 22 23 -25 25 -27 27 28 29 -31
leaf_value=67.881486395464762 -123.75158964247197 -15711.856106162042 39680.020951239305 -61836.761430487575 8546.5751806594599 2060.540546816615 4488.8474047351619 -143830.56185461956 -23842.056739780361 -34705.69494265422 156545.2141396605 -6680.3977880271086 57187.674001408333 -14655.098597811011 -183520.59825067935 -33630.518828603141 236962.79495907738 -62994.585666165491 -19235.106435404934 143711.41749237804 27150.435876845582 -61642.787007792016 -324005.76073288691 -28828.616821289062 -44061.381767216437 4249.5048196422222 7864.5701849337675 -59568.377916173777 58447.771228490899 -9862.9763256387087
leaf_weight=3135942 868386 2477 811 166 5834 21013 1172 46 456 1209 81 83 540 3077 92 3370 126 202 2580 82 1038 429 42 20 378 14038 5756 362 158 3838
leaf_count=3135942 868386 2477 811 166 5834 21013 1172 46 456 1209 81 83 540 3077 92 3370 126 202 2580 82 1038 429 42 20 378 14038 5756 362 158 3838
internal_value=0 -226.976 -40.7769 10538.3 6599.3 -2827.49 -5293.45 -9069.99 -18164.9 -22691.2 14318.5 -1416.6 41408.1 -28104.2 -23034.8 -37613.7 -8211.85 52232.9 -3368.17 68059.8 11586.5 -48581.6 -82748.6 -228787 241.584 2982.75 -4296.61 -485.925 -11515.2 -7162
internal_weight=0 937862 875197 6811 6000 62665 41652 24759 11314 9820 1253 13445 586 8567 6867 3462 3405 328 12859 165 1494 1700 491 62 16893 14416 12694 10114 4358 3996
internal_count=4073804 937862 875197 6811 6000 62665 41652 24759 11314 9820 1253 13445 586 8567 6867 3462 3405 328 12859 165 1494 1700 491 62 16893 14416 12694 10114 4358 3996
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=6 5 7 0 0 1 6 1 1 0 0 1 1 1 4 4 0 4 4 1 1 1 0 4 4 1 0 3 4 4
split_gain=6.27158e+12 1.11751e+14 2.853e+14 1.04775e+14 1.25379e+14 1.02861e+14 9.56689e+13 9.30207e+13 1.445e+14 1.29028e+14 1.17367e+14 1.13351e+14 1.0201e+14 2.81938e+14 9.24288e+13 9.15537e+13 8.8086e+13 4.08015e+14 8.79178e+13 1.59027e+14 1.27228e+14 1.83801e+14 2.11679e+14 1.55958e+14 1.35812e+14 1.84519e+14 2.17912e+14 1.24707e+14 1.1073e+14 8.48759e+13
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 59.939085000000013 59.933037250000005 65.574968200000015 74.015000000000015 82.93515810000001 60.571186450000006 55.922096200000006 56.105603650000006 30.277905650000005 39.231261550000006 39.178027400000005 5.5000000000000009 8.5000000000000018 55.883833400000007 8.5000000000000018 4.5000000000000009 38.066230450000006 30.260128500000004 30.303340300000002 59.939085000000013 9.5000000000000018 8.5000000000000018 30.205407000000005 54.73499850000001 7.5000000000000009 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=6 2 5 4 7 18 -1 8 9 12 -11 -12 13 16 -6 -7 -4 -18 19 -2 24 22 23 -22 27 26 -26 -20 -28 -10
right_child=1 -3 3 -5 14 15 -8 -9 29 10 11 -13 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=32.729910843903689 -52680.646926606423 903.29872565042501 13600.995550022493 -16682.477278925402 -105909.88655711208 4545.2879203973816 -3456.6481663962863 -19161.663355068198 63075.612853506791 -127080.53021418539 -89211.39334862119 -3948.9387657401198 1460.4107529666981 119483.75452792073 79574.086357020555 -29032.180945208693 486285.88579545461 -20707.891125274124 68400.062137184403 -4998.6302277230152 -247662.61357421876 -5290.9609653064454 -28315.261118543913 -42501.783349609381 29270.922532552086 32138.552817280462 -121077.1174725701 -120727.69290540541 48267.752638888895 21595.067099016447
leaf_weight=3514705 1116 421445 3226 1601 29 1032 80370 1102 663 89 168 2169 4202 287 365 3810 22 57 604 1874 88 30820 564 64 240 811 272 37 45 1927
leaf_count=3514705 1116 421445 3226 1601 29 1032 80370 1102 663 89 168 2169 4202 287 365 3810 22 57 604 1874 88 30820 564 64 240 811 272 37 45 1927
internal_value=0 340.015 -3804.13 7577.89 10292.9 -8179.84 -45.2772 8717.44 11115.8 5769.11 -14370.5 -10078.2 12037.9 24411.6 65921.7 -21875.6 16155.7 120480 -6364.73 -22795.7 -4900.18 -6454.58 -56542.2 -161279 19499.8 1702.09 -42613.8 57483.2 -97037.6 32213.4
internal_weight=0 478729 57284 15907 14306 41377 3.59508e+06 13912 12810 10220 2426 2337 7794 3592 394 4842 3305 79 36535 2990 33545 31536 716 152 2009 1368 557 641 317 2590
internal_count=4073804 478729 57284 15907 14306 41377 3595075 13912 12810 10220 2426 2337 7794 3592 394 4842 3305 79 36535 2990 33545 31536 716 152 2009 1368 557 641 317 2590
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=6 3 0 0 3 0 0 0 0 0 6 0 1 6 1 6 5 6 6 1 1 6 5 5 0 6 4 0 0 3
split_gain=6.45259e+12 2.36418e+13 6.42587e+13 1.02888e+14 5.56529e+13 8.35229e+13 5.96914e+13 9.36338e+13 1.39736e+14 5.63646e+13 4.95201e+13 4.55075e+13 5.30778e+13 4.57776e+13 4.31661e+13 4.28169e+13 4.0706e+13 3.61919e+13 6.01693e+13 3.54331e+13 3.42189e+13 5.14445e+13 4.15474e+13 4.01865e+13 1.25685e+14 7.07957e+13 2.81812e+13 5.01245e+13 6.05293e+13 5.80789e+13
threshold=100.05000000000001 20.500000000000004 55.759969450000007 55.721784200000009 21.500000000000004 45.055912800000009 45.047736150000013 45.00849250000001 45.015054600000006 45.053967500000006 156.15000000000003 47.222459950000008 39.033214400000013 116.05000000000001 49.176406850000006 112.00500000000001 4.5000000000000009 130.05000000000004 116.05000000000001 38.948208550000011 30.345769800000003 108.05000000000001 3.5000000000000004 2.5000000000000004 56.288960650000007 118.04500000000002 14.500000000000002 60.01610465000001 60.034792100000011 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 26 3 4 6 9 7 -3 -9 -6 20 12 13 -7 -12 -13 17 18 -8 -10 21 -4 -23 24 -22 -26 -2 -28 29 -29
right_child=1 2 10 -5 5 11 16 8 19 -11 14 15 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=21.691157984157059 100.96004165317989 -59032.486658653856 77082.850278792845 170671.15103870741 -26501.280381322566 146329.66372282611 29863.446878975883 382389.34404761903 -24218.187851562499 -169364.78402217745 -124334.27475961538 47787.449353227465 154619.78025000001 -18157.536791992188 -11923.334261067708 -144.42278337950037 163188.70859375002 67478.720894281912 -84529.275160845602 133272.13631249999 -101069.53345170454 -70005.149543269232 37934.97861389933 -15406.744574807839 62220.938144003383 295741.36312500003 -2500.4822203042654 -57263.006935367623 -5071.1882559763817 42965.294655198319
leaf_weight=3956282 77531 26 124 44 253 23 142 21 20 31 65 244 50 64 72 789 20 94 68 50 33 65 79 1042 37 20 35011 523 916 65
leaf_count=3956282 77531 26 124 44 253 23 142 21 20 31 65 244 50 64 72 789 20 94 68 50 33 65 79 1042 37 20 35011 523 916 65
internal_value=0 -730.215 7393.99 19499.2 15989.2 6551.27 47106.5 108330 156147 -42095.5 -7877.38 18359.6 72514.5 25327.6 -65257 11177.3 24998.1 15906.6 -7178.01 88274.9 -2262.37 29868.7 -10788 -9869.36 54241.2 144158 -977.832 -3268.39 -21144.3 -46183.3
internal_weight=0 117522 3476 1939 1895 1454 441 117 91 284 1537 1170 137 87 137 1033 324 304 210 70 1400 268 144 1132 90 57 114046 36515 1504 588
internal_count=4073804 117522 3476 1939 1895 1454 441 117 91 284 1537 1170 137 87 137 1033 324 304 210 70 1400 268 144 1132 90 57 114046 36515 1504 588
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 4 6 4 7 6 0 0 4 4 7 6 4 4 6 5 3 4 7 0 1 0 6 7 5
split_gain=6.52224e+12 8.15671e+13 9.55194e+13 2.25246e+14 1.15093e+14 1.88626e+14 3.58029e+14 1.99017e+14 1.28159e+14 1.40722e+14 1.14156e+14 1.07438e+14 1.86393e+14 1.0071e+14 9.83496e+13 9.55813e+13 1.2109e+14 9.19201e+13 1.75259e+14 1.77176e+14 2.48589e+14 2.19238e+14 1.65946e+14 2.86419e+14 1.75927e+14 1.33322e+14 1.20846e+14 1.18162e+14 1.15809e+14 1.06896e+14
threshold=37.682335600000009 37.71815560000001 55.743464250000009 55.685785750000008 55.753967500000009 37.702956500000006 26.500000000000004 55.015000000000008 19.500000000000004 6.0000000000000009 125.02000000000002 55.660117850000006 55.649510000000014 26.500000000000004 14.500000000000002 6.0000000000000009 48.945000000000007 17.500000000000004 21.500000000000004 85.020000000000024 3.5000000000000004 5.5000000000000009 14.500000000000002 6.0000000000000009 55.768246800000007 37.702956500000006 55.768246800000007 98.020000000000024 6.0000000000000009 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 5 6 7 15 9 -9 13 12 -2 17 -13 16 -4 22 -19 29 21 -21 24 -24 -6 -23 -25 -22 -29 -20
right_child=1 -3 4 -5 10 -7 -8 8 -10 -11 -12 14 -14 -15 -16 -17 -18 18 19 20 27 25 23 26 -26 -27 -28 28 -30 -31
leaf_value=241.16752976977878 -8351.7371985807058 -15.906243403806116 23461.532974730599 -52615.012821589764 -64956.520621109012 -5795.8692082299849 -15169.174342893944 63135.259387400794 79321.556424730239 241768.45248193029 234492.68828125001 -20784.750129815468 -99281.008465655439 34399.013948963133 50918.523579683679 69700.515502672701 -186155.00641891893 -51567.741772576206 -8083.5215722790017 -144647.81643629808 -198746.01915457589 84382.144453054512 10644.293970153643 -54886.262708955655 -1010.4406934394889 -35976.355025189834 146150.14830282886 -208426.13287500001 37086.283560805721 -42809.24726743011
leaf_weight=879340 9358 3162899 108 1239 464 1767 624 63 223 147 20 290 231 638 562 285 37 1059 4905 52 56 658 1288 34 5912 107 248 25 83 1082
leaf_count=879340 9358 3162899 108 1239 464 1767 624 63 223 147 20 290 231 638 562 285 37 1059 4905 52 56 658 1288 34 5912 107 248 25 83 1082
internal_value=0 -66.3862 -5124.61 -12302.3 -908.604 16290.7 42536.2 84260.7 132116 188178 -4273.81 -7518.52 -10542.2 -4561.29 26512.5 36071.5 -30026.8 -6117.45 -13665.1 -7904.6 31488.3 54042 1507.1 30629.9 -5663.98 67547.7 121912 -80867.5 -19745.3 -14359.3
internal_weight=0 3.19446e+06 31565 11680 19885 3254 1487 863 433 210 16631 10441 9589 16611 852 430 145 15973 8027 6968 981 817 7946 1570 6376 765 282 164 108 5987
internal_count=4073804 3194464 31565 11680 19885 3254 1487 863 433 210 16631 10441 9589 16611 852 430 145 15973 8027 6968 981 817 7946 1570 6376 765 282 164 108 5987
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=1 6 1 0 5 2 4 4 2 0 0 6 4 1 1 6 6 0 4 0 6 5 4 6 7 0 0 1 1 1
split_gain=6.46735e+12 4.18616e+13 3.30657e+13 1.09374e+14 5.89098e+13 5.2784e+13 4.30041e+13 4.15568e+13 4.12277e+13 9.00192e+13 4.41733e+13 4.32443e+13 4.01974e+13 3.8448e+13 3.7682e+13 3.6049e+13 4.7191e+13 8.16264e+13 4.53573e+13 3.93151e+13 4.74606e+13 3.52311e+13 7.06598e+13 3.46882e+13 1.11249e+14 6.68026e+13 8.69385e+13 1.18392e+14 8.81575e+13 1.07994e+14
threshold=91.292296250000007 46.010000000000012 92.948588300000011 53.506098950000009 1.5000000000000002 4046.5000000000005 4.5000000000000009 24.500000000000004 9907.0000000000018 52.02416370000001 56.228352100000002 76.605000000000004 4.5000000000000009 113.48479755000001 91.443676550000006 47.805000000000007 48.025000000000013 61.78914120000001 14.500000000000002 52.02416370000001 53.705000000000005 2.5000000000000004 14.500000000000002 84.00500000000001 6.0000000000000009 56.020150250000007 55.972700350000004 92.90968070000001 92.791023150000015 92.865667950000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -6 14 23 10 11 12 -10 -7 21 -5 -4 17 18 -17 20 -18 -11 -23 -8 25 26 -25 28 -28 -30
right_child=1 2 4 6 5 8 7 -9 9 13 -12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-23.97422730663251 -1291.3461246925829 -28654.646091483162 10984.134291294644 -34262.865735638428 -7083.8259746509757 -2979.8124932431447 5450.0894123856506 -11498.684089694605 -11894.382452712667 4279.6940396533346 -8658.6327353305642 -46770.682768625455 10110.279139112596 5373.6119283665012 1991.56027014142 15288.288710483286 -15025.915315479344 -174812.76742720173 -94456.239278218287 -7553.9862804939521 -111745.81058198736 -16042.897560399228 98576.212883522734 12365.53243729761 -10038.431638667922 10095.706790539632 141734.37485087625 -54834.767071759263 28673.174432291667 115380.15286072646
leaf_weight=3931467 61950 972 315 500 6760 2868 28141 1303 2517 2014 1837 414 12887 11302 672 86 118 55 67 775 89 2434 55 652 1235 1429 148 81 450 211
leaf_count=3931467 61950 972 315 500 6760 2868 28141 1303 2517 2014 1837 414 12887 11302 672 86 118 55 67 775 89 2434 55 652 1235 1429 148 81 450 211
internal_value=0 662.188 2167.67 4431.4 350.619 1029.9 5354.95 6010.79 2539.72 -724.599 6016.32 -16820.6 7727.39 2260.37 -13475.3 -19097.2 -27059.9 -70329.2 -32769.8 -17894.9 -56610.8 -5553.5 -13510.1 6716.1 15186.6 25672.3 40107.4 60430.6 71971.4 56351.2
internal_weight=0 142337 80387 35794 44593 43088 34822 33650 36328 18736 17592 2931 15755 15805 1172 1505 1190 208 153 982 207 4503 2489 32347 4206 2971 1542 890 809 661
internal_count=4073804 142337 80387 35794 44593 43088 34822 33650 36328 18736 17592 2931 15755 15805 1172 1505 1190 208 153 982 207 4503 2489 32347 4206 2971 1542 890 809 661
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=6 1 0 6 4 1 0 5 4 4 0 1 0 0 2 1 0 7 6 1 0 0 1 2 4 1 1 4 5 1
split_gain=6.42412e+12 5.04075e+13 9.479e+13 8.28242e+13 1.04296e+14 9.47488e+13 1.37647e+14 9.6224e+13 1.24785e+14 1.32552e+14 1.22748e+14 7.85234e+13 1.91907e+14 1.7822e+14 1.45692e+14 1.49138e+14 1.3793e+14 1.30123e+14 1.24797e+14 1.05357e+14 1.66464e+14 9.55893e+13 1.94902e+14 8.82137e+13 1.1902e+14 1.09492e+14 1.08778e+14 1.034e+14 9.82261e+13 8.4407e+13
threshold=88.00500000000001 37.804148700000006 54.724612400000005 91.02500000000002 30.500000000000004 37.858952300000006 55.649510000000014 3.5000000000000004 16.500000000000004 20.500000000000004 55.775215600000003 37.563506350000004 55.667390500000003 55.579943700000008 75.000000000000014 37.600779750000008 55.667390500000003 6.0000000000000009 93.050000000000011 37.543519500000009 55.568628050000008 55.93962770000001 37.649344350000007 75.000000000000014 20.500000000000004 37.234509300000006 20.507515800000004 22.500000000000004 3.5000000000000004 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 -10 -11 16 13 -13 15 -15 17 23 -18 -19 -21 -14 -23 24 25 -4 -25 28 -26 -16
right_child=1 3 11 5 -6 -7 7 -9 9 10 -12 12 21 14 29 -17 18 19 -20 20 -22 22 -24 26 27 -27 -28 -29 -30 -31
leaf_value=30.693443072109108 10756.264243411299 -6945.8563950669259 -11360.199382657627 -135007.47001337275 142156.43961103723 -245.61411574584815 27322.199161277662 29090.419171798654 -121140.17857430443 -80259.039836635973 51756.561133182411 10345.490061991924 2813.4967430501715 163516.95010318398 302578.62919642858 36128.090232776252 10620.025944704434 -35002.482278127958 -2189.3955354993373 72523.588370808517 -134649.99944661459 161771.27573784723 -86790.093576133586 16824.531795963867 -235732.60390625001 48731.123527989803 -23719.015614966283 -1931.7509848591433 -41766.526064311598 117079.78580649773
leaf_weight=3844148 10068 25584 454 111 47 137259 209 307 228 151 132 1258 5343 106 35 691 10276 2805 29270 202 48 36 255 903 42 913 2477 295 69 82
leaf_count=3844148 10068 25584 454 111 47 137259 209 307 228 151 132 1258 5343 106 35 691 10276 2805 29270 202 48 36 255 903 42 913 2477 295 69 82
internal_value=0 -513.769 1828.43 -1450.89 -6672.44 -483.859 -29219.6 -17785.9 -37773.4 -64397.7 -18682.9 210.618 9509.04 34761.8 68367.7 53070.6 -1309.33 -13105.9 1139.12 -29458.4 32746.3 -226.339 -56040.2 -3411.21 14654 28773.9 -12887.4 -32888 -115159 172571
internal_weight=0 229656 65628 164028 25631 138397 1138 1027 720 511 283 55560 7806 2172 914 797 47754 8208 39546 3055 250 5634 291 5153 1773 1367 3380 406 111 117
internal_count=4073804 229656 65628 164028 25631 138397 1138 1027 720 511 283 55560 7806 2172 914 797 47754 8208 39546 3055 250 5634 291 5153 1773 1367 3380 406 111 117
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=4 4 0 1 6 0 4 3 0 6 3 7 6 1 1 0 7 5 7 6 3 3 3 6 6 1 1 4 0 1
split_gain=6.42878e+12 2.66098e+13 2.36964e+13 2.34606e+13 1.83398e+13 1.69869e+13 9.36629e+13 4.27501e+13 2.72897e+13 1.33148e+14 4.43253e+13 2.04742e+13 2.04933e+13 1.68874e+13 2.37166e+13 1.52676e+13 5.67167e+13 2.29883e+13 2.30174e+13 2.37228e+13 2.60506e+13 5.70106e+13 1.36775e+13 1.49883e+13 1.84707e+13 1.19378e+13 1.64855e+13 3.80518e+13 1.41137e+13 1.88786e+13
threshold=36.500000000000007 35.500000000000007 55.633951400000008 37.475446350000006 58.605000000000011 55.759969450000007 37.500000000000007 20.500000000000004 55.791814000000009 71.715000000000018 24.500000000000004 6.0000000000000009 58.995000000000012 37.649344350000007 37.600779750000008 55.768246800000007 6.0000000000000009 2.5000000000000004 6.0000000000000009 45.995000000000012 31.500000000000004 22.500000000000004 20.500000000000004 63.140000000000008 44.010000000000012 37.517483500000004 37.543519500000009 38.500000000000007 55.834019500000004 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -4 9 10 -7 12 -8 14 15 16 -5 18 19 20 21 -17 23 24 -13 -10 27 -27 -28 -30
right_child=2 3 5 13 -6 8 11 -9 25 -11 -12 22 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.11013487838925434 -87786.979917279416 42706.565262276788 235433.14196875005 -4280.1604261610246 156340.82734375002 41902.221186908922 118640.81642368862 41894.519363839288 -57611.252411882269 -234096.52064642138 -103414.23384967673 11488.310546875 -7287.4818033854172 -32866.251611328124 96189.905057565789 5740.2051017992426 132217.34746942934 49203.587190543833 -49209.47728875911 -35005.577933114037 -41388.32262073864 216509.91532738099 11478.529847005209 -136.97878668648858 -61830.74300972317 112481.98159598216 -17467.210862152515 -60427.947265625 58212.238437500004 -1967.7425202455693
leaf_weight=4070412 34 49 25 90 20 76 28 21 43 31 29 49 24 68 38 33 46 77 103 57 22 21 300 224 115 35 661 20 55 998
leaf_count=4070412 34 49 25 90 20 76 28 21 43 31 29 49 24 68 38 33 46 77 103 57 22 21 300 224 115 35 661 20 55 998
internal_value=0 3.27563 -4817.63 20652.1 75644 -3785.83 8623.31 147079 -8792.8 -51995.9 1767.2 16.6362 60520.1 13815.3 20333.4 13913.5 41888.1 1758.38 -13721.6 13761.5 50336.7 87706.2 -4556.3 -16954.4 -39924.4 -5550.18 -4284.71 49605.6 -6013.98 1175.56
internal_weight=0 4.07104e+06 2768 624 69 2734 786 46 1948 136 105 740 52 555 487 449 136 313 236 133 76 54 688 388 164 1812 1769 55 1714 1053
internal_count=4073804 4071036 2768 624 69 2734 786 46 1948 136 105 740 52 555 487 449 136 313 236 133 76 54 688 388 164 1812 1769 55 1714 1053
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=1 7 2 1 4 5 0 0 1 6 4 1 2 6 4 1 6 6 5 6 6 4 1 6 1 0 4 5 0 0
split_gain=6.26655e+12 7.42327e+13 2.23787e+14 1.69704e+14 1.34257e+14 1.92709e+14 2.09397e+14 1.70421e+14 1.5857e+14 3.05105e+14 3.37529e+14 1.5839e+14 1.54126e+14 1.67101e+14 1.90523e+14 1.68044e+14 1.66453e+14 1.43603e+14 1.33613e+14 3.66422e+14 2.60657e+14 2.05471e+14 1.70052e+14 1.54349e+14 1.52716e+14 1.4995e+14 1.3307e+14 1.30399e+14 1.2973e+14 2.16956e+14
threshold=36.555998300000006 6.0000000000000009 451.00000000000006 30.624707450000006 12.500000000000002 2.5000000000000004 59.838047850000002 60.028671700000011 30.370944000000005 84.00500000000001 8.5000000000000018 30.452677500000004 3338.0000000000005 75.605000000000004 4.5000000000000009 30.370944000000005 61.025000000000006 101.02000000000002 1.5000000000000002 52.330000000000005 39.995000000000012 16.500000000000004 30.303340300000002 92.02500000000002 30.205407000000005 59.825842200000004 12.500000000000002 4.5000000000000009 59.856552950000008 59.898927250000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 18 -7 -10 11 -11 13 14 -8 -15 27 -9 19 -6 -20 22 24 -23 -21 -22 -5 -16 -27 -30
right_child=-2 2 -4 26 7 6 12 17 9 10 -12 -13 -14 15 16 -17 -18 -19 20 21 25 23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=2482.7955429591966 44.520324089566799 47386.618706775655 -2165.4283286259119 -2817.1054100329216 6080.033215642673 -1180.5158372037395 21959.563619860131 -1074.3566301489313 8731.3112960693015 150727.09309410682 -40179.775985646804 25361.785913269501 18799.353821217606 1813.1792663424208 -10377.639101194382 -26904.215530802241 -29646.333292231255 -46414.857603812256 -38494.839440032621 -30345.48935032895 -7266.4443472132352 -63755.43513856607 -19202.372942230279 23095.735778297814 145292.92853694432 29113.897013237758 -19643.151944411897 245279.74445312499 -4585.8371966168588 18029.798200658912
leaf_weight=96202 3608805 916 181677 46010 29956 8648 1153 22425 2664 416 172 133 1845 12206 8092 2446 8725 721 991 76 3111 1539 594 236 142 5864 5235 20 5636 17148
leaf_count=96202 3608805 916 181677 46010 29956 8648 1153 22425 2664 416 172 133 1845 12206 8092 2446 8725 721 991 76 3111 1539 594 236 142 5864 5235 20 5636 17148
internal_value=0 -345.517 -1916.84 670.443 1824.63 -72.4535 -5356.63 4886.13 6001.48 24350 82059.2 120356 -9319.64 -10909 -17366 -2980.89 -20059.1 -2486.72 7499.77 2961.73 12009.1 -33146.5 8521.09 -52207.9 84061.2 13585 -4535.99 -9747.32 15849.4 12435.4
internal_weight=0 464999 182593 282406 231161 142722 46520 88439 12033 3385 721 549 34487 32642 17990 14652 16837 23146 65293 32543 32750 2587 812 1775 218 31759 51245 8112 28648 22784
internal_count=4073804 464999 182593 282406 231161 142722 46520 88439 12033 3385 721 549 34487 32642 17990 14652 16837 23146 65293 32543 32750 2587 812 1775 218 31759 51245 8112 28648 22784
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=0 3 1 2 6 6 4 6 6 6 6 0 7 4 6 2 0 1 4 0 4 2 0 4 1 1 0 6 0 4
split_gain=6.98809e+12 1.96656e+13 2.78267e+13 2.05761e+13 2.35529e+13 1.98846e+13 2.334e+13 1.91963e+13 1.71948e+13 1.90634e+13 1.73765e+13 2.1185e+13 1.67683e+13 2.14893e+13 1.90286e+13 1.73299e+13 1.64274e+13 7.15644e+13 1.64767e+14 2.88329e+14 2.00677e+14 1.92216e+14 9.63189e+13 8.94333e+13 1.79675e+14 1.99964e+14 6.8694e+14 2.85033e+14 1.60156e+14 4.05478e+14
threshold=60.753246850000004 1.5000000000000002 30.084656550000002 4395.5000000000009 91.02500000000002 73.00500000000001 4.5000000000000009 92.02500000000002 88.825000000000003 189.00000000000003 142.05000000000004 63.565651350000003 6.0000000000000009 14.500000000000002 102.04000000000001 6426.0000000000009 59.963561900000009 30.452677500000004 6.5000000000000009 60.064438250000002 8.5000000000000018 3338.0000000000005 59.982409200000006 14.500000000000002 30.438492500000006 30.362494150000003 59.990753350000013 47.005000000000003 59.990753350000013 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=16 3 -3 4 -2 -4 7 -7 -5 10 11 -10 -8 14 15 -14 -1 23 19 -19 21 22 -20 24 25 28 27 -27 29 -18
right_child=1 2 5 8 -6 6 12 -9 9 -11 -12 -13 13 -15 -16 -17 17 18 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=24.336604647942224 8315.69627104949 -33935.963603657568 1416.9207931192057 -3588.9176118834689 84392.912917877911 4560.1767670708205 13280.183929875308 -30691.006265897533 -16041.887794138285 52373.500812500002 -118269.7248125 -108636.35317887932 -49960.188099254265 19124.132535959405 -88138.245415296056 3171.6988810421799 15674.403783522046 35030.084790854999 -55136.914488636365 -20987.51382935217 -12550.621397054176 -52062.411585331254 -304744.9510516827 1954.1028482371157 30769.667014951534 -25101.5398953695 739.52256856390727 -73880.548003344433 -4606.5496039737181 -29688.601868126509
leaf_weight=3866640 759 215 41734 8808 43 385 3688 258 167 25 25 29 88 214 38 203 11861 2001 22 1699 8218 327 52 74745 1524 3059 10509 1969 32136 2363
leaf_count=3866640 759 215 41734 8808 43 385 3688 258 167 25 25 29 88 214 38 203 11861 2001 22 1699 8218 327 52 74745 1524 3059 10509 1969 32136 2363
internal_value=0 1102.62 1957.22 -2957.34 12394.6 2122.79 8166.88 -9584.15 -4317.21 -30393.7 -39756.5 -29742.1 10864.6 -5542.05 -21586.3 -12895.7 -15.5572 -1040.61 -8343.84 9307.41 -15921.2 -84997.9 -230537 -389.448 -3151.45 -3986.64 -13804.8 -44203.7 -696.207 8138.35
internal_weight=0 56679 46823 9856 802 46608 4874 643 9054 246 221 196 4231 543 329 291 4.01712e+06 150485 12319 3700 8619 401 74 138166 63421 61897 15537 5028 46360 14224
internal_count=4073804 56679 46823 9856 802 46608 4874 643 9054 246 221 196 4231 543 329 291 4017125 150485 12319 3700 8619 401 74 138166 63421 61897 15537 5028 46360 14224
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=6 5 3 1 1 6 0 0 3 0 1 6 1 0 4 1 1 2 6 3 6 1 6 3 0 3 1 1 0 0
split_gain=6.4989e+12 3.80978e+13 4.16038e+13 8.48779e+13 1.01052e+14 1.37687e+14 8.74177e+13 8.29921e+13 1.06887e+14 6.1855e+13 1.3542e+14 8.04741e+13 6.09657e+13 7.12751e+13 5.19881e+13 9.96299e+13 1.83965e+14 1.57022e+14 1.43148e+14 1.0745e+14 1.07247e+14 1.06862e+14 1.03788e+14 9.54793e+13 8.9548e+13 8.65943e+13 8.61611e+13 1.46238e+14 7.93007e+13 1.42857e+14
threshold=112.00500000000001 3.5000000000000004 12.500000000000002 82.911604200000014 82.93515810000001 134.05000000000004 55.034466500000008 55.061158000000006 17.500000000000004 44.249882500000005 39.723160900000003 118.04500000000002 82.895858600000011 55.043091000000011 15.500000000000002 38.927872750000006 38.989878900000008 2970.5000000000005 138.05000000000004 9.5000000000000018 149.05000000000004 38.958307950000012 130.05000000000004 9.5000000000000018 45.029425500000009 9.5000000000000018 82.895858600000011 82.93515810000001 45.067157700000003 45.109778000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 6 -5 -6 -9 10 -4 -12 -11 -14 28 -16 18 22 -17 26 21 -20 25 -23 -22 -18 -19 -28 -2 -30
right_child=1 -3 3 4 7 -7 -8 8 -10 12 11 -13 13 -15 15 16 17 19 20 -21 24 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=16.51394249049131 8065.109798506156 1471.8663958557536 -224902.83526182431 136390.94204545455 1300.1564220428468 -36405.367013888892 393734.14967151987 10708.956875000002 320866.95691406255 8063.452439439403 -131858.14953125 21733.889237034575 91758.199099170917 -33508.845724477491 7602.4347911153372 -74909.778651621644 57116.092808298155 -52622.54175822984 271854.00576562498 11031.665364029897 106118.68531249999 -36409.872634548614 -33586.088815296353 219365.38468749999 -114782.16112998189 -11368.391201209291 49760.366257195725 -46810.134987524543 -71640.031079479493 -4529.7137330996047
leaf_weight=4005334 5419 33107 37 33 256 27 22 25 20 4270 45 141 49 622 1758 852 631 1170 25 647 25 54 271 20 69 261 266 382 323 17643
leaf_count=4005334 5419 33107 37 33 256 27 22 25 20 4270 45 141 49 622 1758 852 631 1170 25 647 25 54 271 20 69 261 266 382 323 17643
internal_value=0 -966.027 -3248.39 4703.81 50125.4 148538 239328 23315.3 148557 1335.02 -50181.8 -15425.5 3660.11 -24361.2 -4727.83 -12690.5 -20324.7 -9676.08 -57294.4 -23966 20469 93106.3 20611.6 32718.6 -56031.9 37077.5 -36421.1 -7168.54 -2538.06 -5736.25
internal_weight=0 68470 35363 5547 383 82 55 301 45 5164 223 186 4941 671 29816 6431 4673 3628 1045 2465 193 99 1163 74 94 892 1818 648 23385 17966
internal_count=4073804 68470 35363 5547 383 82 55 301 45 5164 223 186 4941 671 29816 6431 4673 3628 1045 2465 193 99 1163 74 94 892 1818 648 23385 17966
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 4 6 6 7 6 4 7 6 0 0 6 4 6 6 6 1 6 6 0 7 6 4 4 6
split_gain=6.10435e+12 6.7112e+13 7.78455e+13 1.82024e+14 9.32607e+13 1.52923e+14 2.89991e+14 1.61378e+14 9.34046e+13 9.0993e+13 9.35116e+13 8.76584e+13 1.26502e+14 8.85161e+13 8.73071e+13 1.50809e+14 8.76751e+13 8.15578e+13 8.40678e+13 1.76045e+14 8.15206e+13 8.11174e+13 8.06884e+13 7.9501e+13 7.74602e+13 1.1646e+14 7.59329e+13 7.47639e+13 1.41936e+14 1.41757e+14
threshold=37.682335600000009 37.71815560000001 55.743464250000009 55.685785750000008 55.753967500000009 37.702956500000006 26.500000000000004 59.025000000000013 125.02000000000002 6.0000000000000009 52.330000000000005 19.500000000000004 6.0000000000000009 71.030000000000015 55.660117850000006 55.649510000000014 77.010000000000005 26.500000000000004 61.025000000000006 62.375000000000007 37.705000000000005 37.702956500000006 89.00500000000001 120.05000000000001 55.539595350000006 6.0000000000000009 44.410000000000004 17.500000000000004 21.500000000000004 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 14 5 6 7 9 17 10 -4 12 -9 -13 15 21 -16 27 -19 -20 -7 23 26 -2 -23 -26 -5 -6 -29 -30
right_child=1 -3 4 22 8 20 -8 11 -10 -11 -12 13 -14 -15 16 -17 -18 18 19 -21 -22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=233.31361009864378 -20292.018749458322 -18.435200469412138 7575.8246755292339 -26164.844586804451 1340.2285893530743 54038.870430997529 -13666.382523365512 56038.101244329642 212101.52664062503 66884.360486683945 -216135.0223011364 -24913.124883401804 229416.72618678436 133505.65097547745 15256.21899383353 -89377.753856364987 143647.94725877195 -5035.2268930755054 340421.89105113642 47149.949268076372 -13032.099718999925 -15444.912308715177 98081.276446368254 -220373.76109375001 -5234.3918815584138 30410.238923690864 -76444.743115870573 -46452.57731188953 -12932.612528924925 28077.091036579783
leaf_weight=879340 2817 3162899 124 588 7946 205 624 62 20 376 22 58 131 90 795 231 57 322 22 294 1562 2461 37 20 2662 1398 614 1059 5987 981
leaf_count=879340 2817 3162899 124 588 7946 205 624 62 20 376 22 58 131 90 795 231 57 322 22 294 1562 2461 37 20 2662 1398 614 1059 5987 981
internal_value=0 -64.2242 -4652.41 -11132.1 -846.378 14636 38267.4 75818.6 -3875.64 40867.7 -26134 129321 173720 71422.6 -6831.73 -9557.48 23845.8 -4135.68 30924.8 67567.6 -5250.8 -7587.14 -47371.3 -21702.5 -1446.15 7039.3 -51848.6 -5536.08 -12343 -7159
internal_weight=0 3.19446e+06 31565 11680 19885 3254 1487 863 16631 522 146 341 193 148 10441 9589 852 16611 638 316 1767 9358 1239 2837 6521 4060 1202 15973 8027 6968
internal_count=4073804 3194464 31565 11680 19885 3254 1487 863 16631 522 146 341 193 148 10441 9589 852 16611 638 316 1767 9358 1239 2837 6521 4060 1202 15973 8027 6968
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=1 0 6 2 0 6 1 4 4 0 1 0 7 1 1 6 7 0 1 4 1 4 3 6 5 1 7 6 0 0
split_gain=6.57562e+12 3.8067e+13 3.71909e+13 4.39315e+13 2.59807e+14 1.45918e+14 1.08599e+14 8.21537e+13 1.77221e+14 3.54037e+14 2.76996e+14 3.17716e+14 1.64859e+14 1.4602e+14 1.71643e+14 1.62559e+14 1.21851e+14 1.41645e+14 2.14847e+14 1.60234e+14 1.21728e+14 2.0364e+14 1.07603e+14 1.05e+14 1.29571e+14 1.78145e+14 1.95204e+14 1.34256e+14 1.01127e+14 2.35268e+14
threshold=30.303340300000002 54.604289300000012 33.005000000000003 3338.0000000000005 59.825842200000004 82.905000000000015 30.084656550000002 5.5000000000000009 7.5000000000000009 59.950512650000007 30.277905650000005 59.990753350000013 6.0000000000000009 30.205407000000005 30.157841000000001 66.990000000000023 6.0000000000000009 60.064438250000002 30.084656550000002 4.5000000000000009 30.260128500000004 6.5000000000000009 6.5000000000000009 43.905000000000008 2.5000000000000004 30.242318500000007 6.0000000000000009 61.025000000000006 59.982409200000006 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 16 9 23 11 20 13 14 -13 -16 -6 18 -18 -19 21 -11 -12 -9 27 -26 -27 -25 29 -20
right_child=-2 2 3 6 7 -7 -8 8 -10 10 22 12 -14 -15 15 -17 17 19 28 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-79603.289100922921 25.981949914705098 4712.8916292684398 -24282.765819490265 213.74428952186929 3086.7669450579501 -101643.75076230179 18871.404490837598 1626.8886155941614 -1395.4574402389517 -88101.376455965918 -18093.553878648465 54476.484763547211 -97199.997766113287 -10810.442945498513 442276.90800000005 64874.394642857151 -60193.843415231422 -104632.33422214675 48225.55585766989 186062.44770507814 232303.2288762019 174886.94612886236 -163763.58069118924 -52063.281983400069 51175.129936079553 -61509.423058752895 164520.03617187502 -127454.14687925682 -41667.009588448665 287400.1199573864
leaf_weight=61 3910268 12228 2702 39665 12794 268 3386 380 87082 44 832 188 108 273 25 21 231 23 630 108 104 89 54 599 209 853 40 390 105 44
leaf_count=61 3910268 12228 2702 39665 12794 268 3386 380 87082 44 832 188 108 273 25 21 231 23 630 108 104 89 54 599 209 853 40 390 105 44
internal_value=0 -621.248 -591.776 -1020.65 -2095.7 -31263.5 1681.19 -1272.44 -2364.11 -22405.1 12176.6 52887.4 14978.9 38875 96841.3 269984 5879.31 37192 24502.9 135024 151257 87883.3 -26971.9 -46728.4 -55516.1 -31933.9 -51384.9 -81792.7 49618.3 63839.3
internal_weight=0 163536 163475 151247 108196 2970 43051 105226 91291 4209 1738 852 615 507 234 46 13935 1141 1010 131 237 133 886 2471 2091 1102 893 989 779 674
internal_count=4073804 163536 163475 151247 108196 2970 43051 105226 91291 4209 1738 852 615 507 234 46 13935 1141 1010 131 237 133 886 2471 2091 1102 893 989 779 674
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=0 7 4 4 0 0 1 1 6 1 1 1 0 0 0 4 6 0 0 1 1 0 0 6 5 5 6 1 4 6
split_gain=6.024e+12 7.20742e+13 1.08895e+14 1.50777e+14 1.63226e+14 1.6538e+14 3.15369e+14 3.466e+14 3.8343e+14 3.33466e+14 3.32985e+14 3.98299e+14 4.19986e+14 3.47651e+14 2.59889e+14 1.70494e+14 1.53905e+14 1.73727e+14 1.48082e+14 2.15593e+14 2.54786e+14 1.63186e+14 2.17171e+14 1.5605e+14 1.35913e+14 1.35813e+14 3.05033e+14 1.7096e+14 1.32457e+14 2.12602e+14
threshold=55.649510000000014 6.0000000000000009 16.500000000000004 8.5000000000000018 55.775215600000003 55.721784200000009 37.682335600000009 37.563506350000004 84.00500000000001 52.061190950000004 37.600779750000008 37.631035900000008 55.768246800000007 55.743464250000009 55.749683450000006 4.5000000000000009 81.705000000000013 55.749683450000006 55.834019500000004 37.343102500000008 37.318079750000003 56.818587550000011 56.850115550000005 55.805000000000007 3.5000000000000004 1.5000000000000002 47.005000000000003 30.452677500000004 5.5000000000000009 46.805000000000007
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 3 4 5 -2 7 16 10 -8 -9 12 13 -12 -13 -16 17 -7 19 20 -4 23 -23 -20 -5 26 -24 -28 29 -17
right_child=1 -3 18 24 -6 6 9 8 -10 -11 11 14 -14 -15 15 28 -18 -19 21 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-106.22772882085222 253.93308052002641 -875.61652776483834 3668.6817815526811 -721.38563146216302 763.7530917386872 19037.487206848662 -2359.0388678948871 121368.97351963964 -117374.07303018164 24709.507137084176 113803.58435309581 38706.028738387729 175893.03705299614 -85836.593517859525 256704.76141183038 -106673.8198418289 67619.239201767297 -32548.846386161473 1651.913495297244 8618.727771215943 -35473.366682509768 24636.026833732962 1885.6366426731865 -8102.4524547068686 -8567.5803973913335 6738.356033983725 -39183.230092904589 -4484.2174350322275 163792.807843477 133561.98694976477
leaf_weight=2310569 21302 500996 4967 509536 460909 2248 14434 793 117 6647 107 587 97 472 98 61 433 920 35203 57867 2500 4682 38578 30707 23077 39917 3025 2676 186 93
leaf_count=2310569 21302 500996 4967 509536 460909 2248 14434 793 117 6647 107 587 97 472 98 61 433 920 35203 57867 2500 4682 38578 30707 23077 39917 3025 2676 186 93
internal_value=0 139.202 541.995 115.114 1344.93 6857.23 12011.1 31813.3 59553.3 6175.88 67853.4 42904.7 -16680.9 -48942.8 82202.1 140495 11699.7 4056.61 2562.97 6555.22 -9436.33 877.886 3673.98 -2892.58 -1061.34 2508.31 -1305.02 -22895.8 106999 38403.6
internal_weight=0 1.76324e+06 1.26224e+06 1.04212e+06 509504 48595 27293 6212 2611 21081 2494 1701 676 579 1025 438 3601 3168 220122 65334 7467 154788 88878 65910 532613 84196 44279 5701 340 154
internal_count=4073804 1763235 1262239 1042117 509504 48595 27293 6212 2611 21081 2494 1701 676 579 1025 438 3601 3168 220122 65334 7467 154788 88878 65910 532613 84196 44279 5701 340 154
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=6 5 7 2 4 1 0 4 2 0 4 0 1 1 0 4 1 2 0 4 6 6 3 4 3 0 0 6 3 0
split_gain=6.53734e+12 9.35328e+13 2.33558e+14 9.31647e+13 1.44902e+14 1.17646e+14 1.15507e+14 9.88324e+13 1.1495e+14 1.10325e+14 9.09671e+13 2.09767e+14 1.08595e+14 1.14626e+14 1.27622e+14 1.04088e+14 1.00783e+14 1.10479e+14 2.24152e+14 1.131e+14 9.90892e+13 8.82026e+13 8.57837e+13 8.42806e+13 1.02341e+14 8.30086e+13 1.02824e+14 8.05029e+13 7.69123e+13 7.65572e+13
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 2882.5000000000005 27.500000000000004 37.71815560000001 55.81943720000001 10.500000000000002 2892.5000000000005 55.834019500000004 4.5000000000000009 43.6005307 30.157841000000001 30.205407000000005 59.939085000000013 3.5000000000000004 30.242318500000007 2865.5000000000005 56.288960650000007 5.5000000000000009 114.05000000000001 78.010000000000005 4.5000000000000009 8.5000000000000018 2.5000000000000004 59.939085000000013 59.933037250000005 110.01500000000001 6.5000000000000009 45.07004340000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -10 11 15 23 14 -14 -2 -15 29 19 -19 28 -11 -20 24 -12 26 -4 -27 -21 -18
right_child=1 -3 25 7 5 -7 -8 -9 9 21 12 -13 13 16 -16 -17 17 18 22 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-46.22653753730615 180377.14614800349 862.47148868593274 7843.9895076709208 -134563.62998683765 -316934.20703125 57675.232196969708 -87594.060703125011 -20629.674325523651 1758.713717851733 37420.873653105387 15209.719868977867 -31136.040164573253 -196178.01207837302 37732.595466668921 -15154.501424632354 1216.1088188559322 3968.4338892534815 -135293.10167534722 15351.269245402018 26056.229853528406 202336.91897321431 -26612.794549626964 79892.430934131597 -8453.8002252604183 205349.46276607792 -10631.231947975824 59648.049083914986 -137126.43530085636 -82098.829171778154 -9131.0540067555976
leaf_weight=3595075 72 421445 13912 69 32 33 70 8480 6991 234 48 1904 63 664 102 59 7508 90 336 144 21 2665 532 75 69 1549 394 52 121 10995
leaf_count=3595075 72 421445 13912 69 32 33 70 8480 6991 234 48 1904 63 664 102 59 7508 90 336 144 21 2665 532 75 69 1549 394 52 121 10995
internal_value=0 347.144 -3444.18 -7403.27 -3148.88 -106446 -159544 -12695.7 -5939.99 -5042.61 -2537.33 -22714.6 -560.222 -1258.74 -84272.6 99686.3 -587.666 -1876.2 26970.8 -37524.4 -6757.99 -21444.2 54908.8 74297.6 127343 6854.12 9270.72 -14739.8 -23327.8 -3815.65
internal_weight=0 478729 57284 41377 22938 135 102 18439 9959 9890 22803 2035 20768 20576 165 131 20411 19747 1244 376 286 2899 868 192 117 15907 14306 1601 265 18503
internal_count=4073804 478729 57284 41377 22938 135 102 18439 9959 9890 22803 2035 20768 20576 165 131 20411 19747 1244 376 286 2899 868 192 117 15907 14306 1601 265 18503
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=6 0 0 0 5 1 5 4 3 0 1 1 0 4 3 4 5 0 2 3 0 1 0 5 2 4 5 3 4 4
split_gain=6.90855e+12 1.90728e+13 4.48889e+13 4.4579e+13 4.44324e+13 3.2041e+13 4.2962e+13 3.53793e+13 3.42535e+13 2.50634e+13 2.43288e+13 2.56787e+13 2.28115e+13 3.65443e+13 6.26213e+13 4.31642e+13 2.72904e+13 3.1241e+13 1.72316e+13 1.55905e+13 1.52388e+13 4.26555e+13 3.3954e+13 2.31927e+13 2.82086e+13 1.78509e+13 3.43581e+13 1.6424e+13 2.30608e+13 8.36184e+13
threshold=247.90000000000001 60.028671700000011 59.848366150000011 60.064438250000002 3.5000000000000004 38.166910000000009 1.5000000000000002 21.500000000000004 18.500000000000004 56.067362750000008 38.066230450000006 37.924401400000008 55.922096200000006 11.500000000000002 5.5000000000000009 15.500000000000002 3.5000000000000004 55.685785750000008 13505.500000000002 16.500000000000004 45.040161900000008 38.97264950000001 45.055912800000009 6.5000000000000009 3062.5000000000005 16.500000000000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 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 5 -3 -4 6 9 18 -9 -2 11 12 13 14 16 -15 17 -8 19 20 21 -7 -22 25 -25 -24 -27 -23 -29 -30
right_child=1 3 4 -5 -6 7 10 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 22 27 23 24 -26 26 -28 28 29 -31
leaf_value=-3.6472247115738359 -41709.878347069331 172449.62163085939 -20454.670665922618 14782.446303157218 -173781.73292824076 -133227.8199622845 -45176.202783203131 -164451.89768749999 -10257.274724264707 78567.376413690479 153618.26041666669 -36917.288666449655 -1422.4239721265892 -91492.964406250001 229738.24179687502 66108.882168311407 129365.56089409723 114145.22572265627 55249.420286885244 61833.701264880947 95502.612011718753 -45374.709746198758 2685.2153941596771 154312.96122159093 -2453.3486979166669 -88365.336392045458 61994.001860119053 23846.697413559716 -134876.07490433674 25116.010439253827
leaf_weight=4070611 99 22 63 97 27 29 32 25 34 21 21 36 59 25 30 57 36 20 61 42 40 93 1753 22 24 55 21 202 49 98
leaf_count=4070611 99 22 63 97 27 29 32 25 34 21 21 36 59 25 30 57 36 20 61 42 40 93 1753 22 24 55 21 202 49 98
internal_value=0 4649.69 3129.04 43931 -66452.8 5227.68 30277.8 941.239 -75594 -20661.4 49621.8 42218.7 53218.3 69337.3 104971 18059.5 62436.7 16101.3 2755.45 1436.62 373.467 -15740.9 4336.85 2391.98 72521.8 628.192 -46818.7 -8032.52 1918.26 -28214.7
internal_weight=0 3193 3074 119 90 2984 436 2548 59 120 316 295 259 200 118 82 88 52 2489 2428 2386 471 1915 1875 46 1829 76 442 349 147
internal_count=4073804 3193 3074 119 90 2984 436 2548 59 120 316 295 259 200 118 82 88 52 2489 2428 2386 471 1915 1875 46 1829 76 442 349 147
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 6 1 0 7 0 0 4 6 1 1 6 0 0 7 6 0 3 1 0 6 6 1 6 0 1
split_gain=6.33228e+12 3.98334e+13 7.17729e+13 1.43802e+14 1.12371e+14 1.09936e+14 9.98779e+13 1.01114e+14 7.6287e+13 8.02577e+13 1.8866e+14 1.549e+14 7.17892e+13 1.23521e+14 2.62294e+14 2.04371e+14 1.60672e+14 1.46575e+14 1.35766e+14 1.68056e+14 1.29368e+14 1.20142e+14 1.12277e+14 1.08793e+14 9.05525e+13 8.67997e+13 7.13102e+13 7.10262e+13 8.86509e+13 7.8169e+13
threshold=36.000000000000007 1.5000000000000002 5.5000000000000009 8.5000000000000018 55.883833400000007 73.995000000000019 37.234509300000006 55.539595350000006 6.0000000000000009 55.743464250000009 55.801384500000005 4.5000000000000009 54.410000000000004 37.563506350000004 37.618684050000006 32.805000000000007 55.710673100000008 55.801384500000005 6.0000000000000009 45.605000000000011 55.783232450000007 5.5000000000000009 37.543519500000009 55.876067900000002 31.005000000000006 116.05000000000001 37.740454950000007 45.305000000000007 55.866549750000011 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 7 -4 27 -10 11 -11 13 23 15 24 -17 18 20 -20 21 -18 -14 -8 -15 -24 -12 28 -3 -29
right_child=-2 2 3 -5 5 -7 12 -9 9 10 26 -13 22 14 -16 16 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-5204.2395925724586 34.541476177416541 4.3523407262143037 -104699.32250874127 -187.21469932778123 -54972.067468261725 -292074.05227272731 -2697.9467584301615 17404.195524845567 -103931.81186294043 -140173.92274070947 25555.855089613971 83763.896344287903 27428.962328038833 44380.658779296878 17111.384250768748 270.77349733838849 122128.91294314602 -33511.570199652779 446680.32942708331 102952.8455 -4634.0006030701761 260034.43697311045 -2790.1532504474199 189860.18018310549 -136716.71030222575 -165836.83650568183 -107117.46887987785 -14725.277365083595 58930.799905592779 21439.237766098395
leaf_weight=16615 3783399 8728 143 247852 176 22 1336 129 149 37 51 187 1700 65 1593 102 238 45 33 25 57 86 3086 30 48 33 197 6723 263 656
leaf_count=16615 3783399 8728 143 247852 176 22 1336 129 149 37 51 187 1700 65 1593 102 238 45 33 25 57 86 3086 30 48 33 197 6723 263 656
internal_value=0 -450.007 -161.495 257.557 -6417.19 -81316.7 12857.6 -46789.9 -5544.37 -39947.2 -19748.7 46774.2 14771.5 25333.9 39520.1 90589 114333 138371 155990 298522 134293 158733 6753.73 1531 -32545.7 -4515.24 -79833.8 -4239.29 1728.04 -11510.2
internal_weight=0 290405 273790 256601 17189 198 8749 272 16991 621 472 224 8477 3658 2292 699 586 484 439 58 381 324 4819 1366 113 3119 248 16370 8991 7379
internal_count=4073804 290405 273790 256601 17189 198 8749 272 16991 621 472 224 8477 3658 2292 699 586 484 439 58 381 324 4819 1366 113 3119 248 16370 8991 7379
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=1 3 6 0 1 2 0 2 0 4 2 0 1 0 0 0 4 7 1 6 5 6 6 6 1 1 6 4 6 5
split_gain=5.94792e+12 1.61421e+13 2.49932e+13 1.53984e+13 1.47951e+13 5.33214e+13 5.42095e+13 4.45774e+13 4.11709e+13 3.91625e+13 4.05794e+13 3.85619e+13 3.29089e+13 9.88195e+13 5.46703e+13 5.30163e+13 3.707e+13 4.63936e+13 6.02054e+13 4.21716e+13 3.83104e+13 9.68236e+13 9.41426e+13 7.391e+13 5.25128e+13 3.55557e+13 3.90549e+13 4.25434e+13 3.12497e+13 3.10795e+13
threshold=113.48479755000001 16.500000000000004 62.995000000000012 63.565651350000003 94.478249850000012 5160.5000000000009 56.520242650000007 9907.0000000000018 52.02416370000001 19.500000000000004 5325.0000000000009 51.707269950000004 92.865667950000017 56.006509350000009 51.768991500000006 56.067362750000008 14.500000000000002 6.0000000000000009 92.948588300000011 52.990000000000002 3.5000000000000004 87.015000000000015 81.705000000000013 70.50500000000001 92.90968070000001 92.948588300000011 67.91500000000002 13.500000000000002 65.410000000000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 12 -6 7 9 28 10 -7 -12 -1 14 -14 25 17 19 -19 -16 21 22 23 -18 -25 -15 -27 -28 -9 -13
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 11 29 13 15 16 -17 20 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-18.512315436745322 1490.8936342237334 -13027.930125144676 121815.93725237164 -55799.233219747344 -20720.608522907271 66340.012044270843 -27172.801360916488 -16286.585981350081 -4789.0411609364837 -62214.308074259025 -31678.743843425404 -3547.2044019747063 28814.89271455348 12313.59481084393 -789.08837975389963 -332.70211987396533 -21747.924819359425 65684.099363190398 97.261117713528677 -15490.441257207058 -129746.87197580645 140241.89359580594 -183467.80712053573 182209.53235887096 -14818.262542724609 5483.9852415066835 -36352.165262803457 33069.274718128552 -60577.825930813633 3751.9171809067579
leaf_weight=3970540 26102 27 28 47 1455 96 788 564 7835 97 352 8232 471 12710 6264 7908 1535 215 401 2834 31 38 35 31 24 4343 447 110 222 20022
leaf_count=3970540 26102 27 28 47 1455 96 788 564 7835 97 352 8232 471 12710 6264 7908 1535 215 401 2834 31 38 35 31 24 4343 447 110 222 20022
internal_value=0 1501.75 55619.9 1387.92 -9.72226 -1931.61 -1216.11 -669.503 -6977.85 1218.9 1433.28 1215.46 9.29696 2961.88 -4572.3 6469.16 -5950.76 -3570.28 22988.8 -5368.52 -19601.3 -17548 -21237.9 -17666.8 96233.8 9523.62 2286.77 -22642.4 -28796.3 1625.27
internal_weight=0 26204 55 26149 4.0476e+06 39663 38208 37420 8621 28799 28702 28606 4.00794e+06 37397 11879 25518 11408 9714 616 9098 1694 1663 1625 1590 55 17610 4900 557 786 28254
internal_count=4073804 26204 55 26149 4047600 39663 38208 37420 8621 28799 28702 28606 4007937 37397 11879 25518 11408 9714 616 9098 1694 1663 1625 1590 55 17610 4900 557 786 28254
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=1 1 4 6 0 0 5 6 4 0 3 6 6 0 4 4 6 6 6 7 6 6 6 1 4 1 5 4 0 3
split_gain=6.055e+12 1.47029e+14 6.5942e+13 1.00141e+14 6.97406e+13 1.11014e+14 1.57595e+14 9.34729e+13 1.02934e+14 6.77045e+13 6.10617e+13 6.60116e+13 1.19818e+14 1.18712e+14 5.70617e+13 5.62716e+13 5.7629e+13 8.44972e+13 6.09089e+13 8.3068e+13 5.36066e+13 8.25955e+13 5.35651e+13 5.25051e+13 7.21953e+13 1.91243e+14 8.43173e+13 6.55234e+13 7.87018e+13 6.45126e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 112.00500000000001 54.947152850000002 55.007293000000011 2.5000000000000004 74.015000000000015 17.500000000000004 54.947759400000002 9.5000000000000018 56.805000000000007 72.50500000000001 54.94613300000001 24.500000000000004 25.500000000000004 69.015000000000015 94.02500000000002 72.50500000000001 6.0000000000000009 72.50500000000001 65.805000000000021 91.02500000000002 82.948524700000021 4.5000000000000009 82.956351500000011 2.5000000000000004 2.5000000000000004 55.071632200000003 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 23 3 20 10 6 9 -8 -9 -6 11 -4 13 -13 -11 16 -7 18 19 -18 21 -3 -20 -1 25 26 -25 -28 -29 -26
right_child=-2 2 4 -5 5 15 7 8 -10 14 -12 12 -14 -15 -16 -17 17 -19 22 -21 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=48.561567557524739 -300.25781206947403 -8593.0980156433106 2528.1468156877067 58528.499973628699 -1774.445292388916 3600.5183976238718 36509.492003013846 124526.63200947056 -109.65811220366379 27652.945838602191 -4088.3570201511634 39029.151345997561 -103.48628513142215 -7773.1423815654507 -11723.927590827223 -21335.595905083737 -822.68328515625001 -42159.561383091524 19605.339803649076 132099.99486219618 -64587.003250385802 62991.963620415423 121209.55503472223 -24880.685026724128 -1794.2673019769436 11922.147985361138 27828.205558593752 -133162.46352347161 -47302.974582519535 128522.52388980263
leaf_weight=3330528 576568 4625 11782 237 1800 7315 1114 278 87 2787 7226 2461 2655 695 424 731 75 175 1326 126 162 167 54 632 118288 969 50 229 200 38
leaf_count=3330528 576568 4625 11782 237 1800 7315 1114 278 87 2787 7226 2461 2655 695 424 731 75 175 1326 126 162 167 54 632 118288 969 50 229 200 38
internal_value=0 49.5017 5647.17 -4973.08 6988.17 12071.7 22216.4 50899.6 94818.8 13750.5 3651.15 6830 15552.2 28722.6 22453.4 5354.87 7505.76 23773.9 31072 82502 -8011 -6098.38 23581.2 -25.6036 -2077.07 -20545.9 -48864.1 -80508.1 -93134.7 -1752.42
internal_weight=0 3.49724e+06 46302 5191 41111 16292 6490 1479 365 5011 24819 17593 5811 3156 3211 9802 9071 1756 1581 201 4954 4792 1380 3.45093e+06 120406 2080 1111 479 429 118326
internal_count=4073804 3497236 46302 5191 41111 16292 6490 1479 365 5011 24819 17593 5811 3156 3211 9802 9071 1756 1581 201 4954 4792 1380 3450934 120406 2080 1111 479 429 118326
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 4 4 1 4 2 6 1 0 7 1 0 4 3 1 6 0 4 0 1 4 1 4 2 0 1
split_gain=6.13985e+12 3.60881e+13 1.10299e+14 1.13749e+14 1.44063e+14 1.42351e+14 1.45453e+14 1.82333e+14 1.15621e+14 1.02627e+14 9.95955e+13 1.00853e+14 1.38086e+14 1.64613e+14 1.26724e+14 1.07661e+14 9.82575e+13 9.00478e+13 8.70546e+13 8.20246e+13 8.0679e+13 7.19192e+13 7.12743e+13 7.1202e+13 7.00372e+13 1.04272e+14 9.59844e+13 6.79033e+13 8.35082e+13 8.25749e+13
threshold=88.825000000000003 59.933037250000005 56.850115550000005 56.83050475000001 60.590708550000009 17.500000000000004 14.500000000000002 60.516422150000004 4.5000000000000009 6082.0000000000009 105.00500000000001 60.605526900000008 56.838524800000009 6.0000000000000009 60.620042600000012 56.838524800000009 6.5000000000000009 14.500000000000002 65.64204770000002 99.050000000000011 57.174562350000009 26.500000000000004 57.205086850000008 60.549354600000008 14.500000000000002 30.157841000000001 22.500000000000004 3338.0000000000005 60.064438250000002 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 11 12 19 -14 15 -13 -12 -11 -4 -6 -20 -18 -22 -7 27 26 -26 28 -3 -30
right_child=1 24 9 4 10 23 -8 8 -10 17 16 14 13 -15 -16 -17 21 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=29.603427964573633 -210.15711765947137 10051.769857986132 -3735.4235483789621 -26383.942982421875 -76444.102480811402 19972.40183031487 -48258.807426807136 -123396.92172475962 93164.235943141917 -29428.328864534451 -63302.603222534177 189268.31032831102 198609.73220486112 -39977.601666135204 -13421.741179554765 -23853.548848684211 52851.150311916979 27946.084274934467 -83793.051091345726 -218827.73606279484 59340.6377454701 -69718.45718149039 -62331.29448772929 139464.9397547105 -40119.215863549616 -2419.7457860147329 -217102.70527343752 -7074.5598880668304 142965.80228015987 33184.111014147114
leaf_weight=3849942 168908 9107 29927 225 171 66 198 26 476 2731 100 63 36 147 515 38 603 304 263 53 101 52 92 204 131 6562 40 2300 86 337
leaf_count=3849942 168908 9107 29927 225 171 66 198 26 476 2731 100 63 36 147 515 38 603 304 263 53 101 52 92 204 131 6562 40 2300 86 337
internal_value=0 -509.115 -890.903 131.139 19521.6 46372.6 27725.6 48420.2 81947.9 -6147.64 1474.87 -18857.6 -57485.4 6957.61 6664.4 109084 29024.7 -23681.4 -4396.16 -110133 -47760.2 43120.4 1341.58 110256 3713.3 -4428.65 -81518.9 8347.26 12069.2 55503.8
internal_weight=0 223862 205299 171881 2973 1195 925 727 502 33418 1778 1023 407 183 616 101 755 3035 30383 224 456 655 193 270 18563 6733 171 11830 9530 423
internal_count=4073804 223862 205299 171881 2973 1195 925 727 502 33418 1778 1023 407 183 616 101 755 3035 30383 224 456 655 193 270 18563 6733 171 11830 9530 423
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=6 0 0 3 0 0 1 5 4 3 2 1 1 0 4 3 4 5 0 1 0 5 2 5 2 0 0 3 5 5
split_gain=6.08604e+12 1.56257e+13 3.67217e+13 4.05406e+13 3.55381e+13 2.95889e+13 2.6296e+13 3.50254e+13 2.87865e+13 2.77783e+13 2.12214e+13 1.95503e+13 2.10327e+13 1.857e+13 3.02176e+13 5.11662e+13 3.49602e+13 2.20229e+13 2.5908e+13 1.66449e+13 1.4488e+13 2.09546e+13 1.39293e+13 6.83201e+13 3.08467e+13 2.04524e+13 6.30674e+13 2.95219e+13 6.12464e+13 2.87639e+13
threshold=247.90000000000001 60.028671700000011 59.848366150000011 2.5000000000000004 60.064438250000002 59.963561900000009 38.166910000000009 1.5000000000000002 21.500000000000004 18.500000000000004 75.000000000000014 38.066230450000006 37.924401400000008 55.922096200000006 11.500000000000002 5.5000000000000009 15.500000000000002 3.5000000000000004 55.685785750000008 30.345769800000003 63.565651350000003 2.5000000000000004 2561.0000000000005 2.5000000000000004 2691.5000000000005 56.818587550000011 56.872182500000008 8.5000000000000018 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 6 -4 -3 19 7 10 22 -10 -2 12 13 14 15 17 -16 18 -9 -5 21 -6 23 -8 -24 27 -27 -26 -29 -30
right_child=1 4 3 5 20 -7 8 11 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-3.4232405715631735 -77886.446064453135 154667.69176136365 -171245.36289062502 96214.610937500009 33760.028881316488 -111025.23339419159 30930.326908052888 -40564.466210937506 -148053.7045625 -9196.253343290442 11321.398149414063 138270.98697916669 -33210.999625651042 -935.70839016154662 -82314.031718750004 208089.85691243492 59521.889418859653 116986.31432291667 104522.7022265625 -28522.505332880435 85250.5085049716 -75520.375990513407 76251.321795864773 -133915.68287919209 747.37977310089991 -170324.33120659724 -5931.5054755632273 -17773.406033528645 149217.73243140243 51551.285930646933
leaf_weight=4070611 40 22 24 20 47 23 65 32 25 34 80 21 36 59 25 30 57 36 20 23 22 28 58 41 1851 27 172 120 41 114
leaf_count=4070611 40 22 24 20 47 23 65 32 25 34 80 21 36 59 25 30 57 36 20 23 22 28 58 41 1851 27 172 120 41 114
internal_value=0 4364.13 2987.74 -59946.6 39918.9 -19474.3 4885.9 27579.4 1002.7 -68034.2 -18414.5 45045.5 38409.1 48364 62907.5 95310.1 16279.2 56862.5 15238.3 29494.8 13893.4 -7037.99 2639.17 -32830.9 4216.94 2419.95 -28236.1 5289.45 35861.7 77385.6
internal_weight=0 3193 3074 90 119 66 2984 436 2548 59 120 316 295 259 200 118 82 88 52 43 97 75 2489 106 2383 2325 199 2126 275 155
internal_count=4073804 3193 3074 90 119 66 2984 436 2548 59 120 316 295 259 200 118 82 88 52 43 97 75 2489 106 2383 2325 199 2126 275 155
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=6 2 1 1 3 0 1 1 0 6 3 3 3 6 3 4 3 3 4 1 6 6 4 1 6 1 6 4 4 3
split_gain=6.18414e+12 3.58882e+13 4.27747e+13 1.62004e+14 5.71557e+13 5.13508e+13 2.00231e+14 1.31563e+14 2.14704e+14 1.19553e+14 1.11235e+14 1.34603e+14 7.91264e+13 7.45993e+13 7.20797e+13 1.3768e+14 1.07333e+14 7.6562e+13 6.90688e+13 1.05062e+14 1.16248e+14 6.57903e+13 6.4475e+13 8.90925e+13 6.06302e+13 9.85466e+13 9.35867e+13 8.64298e+13 1.40621e+14 6.00008e+13
threshold=112.00500000000001 2882.5000000000005 65.493200550000012 61.381045500000006 17.500000000000004 57.15297970000001 65.559704250000024 65.559704250000024 57.125462300000009 130.05000000000004 7.5000000000000009 2.5000000000000004 17.500000000000004 142.05000000000004 9.5000000000000018 15.500000000000002 10.500000000000002 13.500000000000002 9.5000000000000018 65.534455000000023 120.05000000000001 116.05000000000001 8.5000000000000018 91.443676550000006 116.05000000000001 65.534455000000023 128.05000000000004 12.500000000000002 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 -3 -5 7 9 18 -9 21 11 -11 14 -12 15 -10 -16 -18 19 -4 -21 -7 -8 -24 -20 27 -27 28 -26 -28
right_child=1 2 5 4 -6 6 22 8 12 10 13 -13 -14 -15 16 -17 17 -19 24 20 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=16.109068678518415 1775.8513406010672 -3785.5381026826321 -68999.23439719461 -46014.297579634964 120538.77918526786 15156.688022667255 23211.060734247967 -168.34705079000685 79686.621163601347 -51726.433138020831 -192888.14665912831 74203.611343278564 -95921.003879310345 45714.154687500006 268041.8697730655 -79466.695819729473 3699.9290519067799 176877.26216579863 -105321.42169933431 78688.922805851078 -23119.827175134895 125055.69958391761 -85804.432554555649 87293.352751608472 -6622.871909722222 -25080.289720920398 -52705.178820109824 -43566.590204561682 270163.78870967746 -192093.51402027029
leaf_weight=4005334 28415 21981 198 1093 21 71 123 13940 288 120 38 290 29 20 42 67 59 45 169 188 278 234 237 34 45 209 53 78 31 74
leaf_count=4005334 28415 21981 198 1093 21 71 123 13940 288 120 38 290 29 20 42 67 59 45 169 188 278 234 237 34 45 209 53 78 31 74
internal_value=0 -942.343 -2870.63 -5671.02 -42874.6 942.76 21185 -553.007 2206.81 50757.5 19009.4 37346 64677.9 -110611 73974.1 49649.2 133120 78632.4 -30737.9 -7975.37 17953.2 99472.7 -36834.3 -64087.4 -53673.1 -35859.6 -66220.5 30382.2 106277 -133924
internal_weight=0 68470 40055 23095 1114 16960 1167 15793 14470 773 468 410 530 58 501 355 146 104 1323 664 466 305 394 271 659 490 336 154 76 127
internal_count=4073804 68470 40055 23095 1114 16960 1167 15793 14470 773 468 410 530 58 501 355 146 104 1323 664 466 305 394 271 659 490 336 154 76 127
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=6 5 7 6 3 3 0 0 2 1 0 6 7 5 6 3 0 0 4 0 6 0 4 3 3 0 0 3 6 0
split_gain=6.33724e+12 7.72373e+13 1.88731e+14 9.17453e+13 8.8986e+13 8.84743e+13 8.5583e+13 8.03052e+13 1.19712e+14 1.07154e+14 9.97752e+13 7.63278e+13 7.22508e+13 1.52121e+14 2.03322e+14 1.5757e+14 1.43355e+14 1.52402e+14 1.16591e+14 1.05705e+14 1.86286e+14 1.4738e+14 1.71191e+14 1.42109e+14 1.07608e+14 1.05408e+14 1.03808e+14 1.22861e+14 9.10749e+13 1.24592e+14
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 122.65000000000002 21.500000000000004 18.500000000000004 55.910578700000009 45.07004340000001 9613.5000000000018 37.780517050000007 45.109778000000006 74.015000000000015 6.0000000000000009 3.5000000000000004 120.05000000000001 1.5000000000000002 47.207933300000008 45.053967500000006 8.5000000000000018 45.00849250000001 106.49500000000002 45.022979600000006 23.500000000000004 14.500000000000002 5.5000000000000009 59.838047850000002 45.022979600000006 16.500000000000004 108.05000000000001 45.125532050000011
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 8 9 -2 -9 -1 13 14 15 18 17 19 25 24 23 22 -22 -21 -17 -3 -25 -28 29 -15
right_child=1 12 -4 4 6 -7 -8 10 -10 -11 -12 -13 -14 28 -16 16 -18 -19 -20 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=24.16349562175478 -31527.121057442961 6222.2217208662614 6153.9664041408241 13055.884623666279 18775.747414434525 -198321.46654296876 307817.82437500003 -49952.435076037931 -59086.044314720522 4692.9643559934575 -9617.1271705684394 -3092.600456345679 -1018.7593153657199 9211.5420371568107 -7849.4632165814692 7020.4641741262067 6444.2208439237429 -9258.9467435588303 -14181.125031568612 15424.102159827067 14778.816073569769 -29405.758551865794 215662.89244260208 6148.7323475768817 -12419.7881626704 -30161.532532269921 123181.86830785908 33691.712249101161 2120.1455852375539 -6808.4709424111079
leaf_weight=3514705 894 8023 15907 1996 21 20 20 627 336 9457 28006 80370 142816 5521 15400 6495 136629 13133 7717 5471 316 1438 49 263 5070 884 327 289 31376 40228
leaf_count=3514705 894 8023 15907 1996 21 20 20 627 336 9457 28006 80370 142816 5521 15400 6495 136629 13133 7717 5471 316 1438 49 263 5070 884 327 289 31376 40228
internal_value=0 341.79 -3103.47 -6662.41 13925 10958.9 159772 -7739.43 -342.172 1564.69 -10500.4 -45.5136 810.08 1747.48 3193.05 4106.81 5018.12 -913.101 -5183.93 4645.58 13365.9 -15001.6 41746.8 21420.4 -1501.98 2611.21 58742.3 81197 -2029.34 -4875.17
internal_weight=0 478729 57284 41377 2057 2016 41 39320 10687 10351 28633 3.59508e+06 421445 278629 201504 186104 169480 32851 16624 19718 8153 1803 365 6350 11565 8907 879 616 77125 45749
internal_count=4073804 478729 57284 41377 2057 2016 41 39320 10687 10351 28633 3595075 421445 278629 201504 186104 169480 32851 16624 19718 8153 1803 365 6350 11565 8907 879 616 77125 45749
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 1 0 5 1 4 4 0 4 6 0 5 4 1 1 0 2 0 4 4 6 6 6 6 0 6
split_gain=6.108e+12 3.38437e+13 3.49685e+14 3.15603e+14 1.65831e+14 2.18132e+14 2.0228e+14 1.88849e+14 1.68355e+14 1.6499e+14 1.14159e+14 9.02484e+13 9.02701e+13 8.32562e+13 7.92435e+13 7.74009e+13 7.4123e+13 7.11047e+13 1.67427e+14 2.68662e+14 8.29661e+13 7.53633e+13 6.80597e+13 6.35127e+13 6.89488e+13 1.00784e+14 6.33653e+13 6.31895e+13 6.07366e+13 5.96127e+13
threshold=3062.5000000000005 54.62357655000001 53.67029225000001 53.506098950000009 54.810424650000009 56.128886000000001 53.888505650000006 1.5000000000000002 56.02161850000001 5.5000000000000009 5.5000000000000009 54.431501800000014 23.500000000000004 79.710000000000022 54.431501800000014 3.5000000000000004 11.500000000000002 53.187400150000009 52.419561900000012 55.737027400000009 2911.0000000000005 54.724612400000005 3.5000000000000004 30.500000000000004 63.140000000000008 73.995000000000019 66.990000000000023 89.00500000000001 54.73499850000001 97.020000000000024
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 17 10 5 7 -7 16 9 -6 22 27 -13 14 -4 23 -5 18 -1 21 -19 -20 -3 24 -14 -26 -8 -9 -28 -12
right_child=-2 3 13 4 8 6 26 11 -10 -11 29 12 15 -15 -16 -17 -18 20 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-88.144599044104609 130.39875301079309 12676.040919430769 -33270.23447475602 8929.6491419584527 -17115.780315896383 4461.4744749403753 -12071.44979363508 4989.2164016802935 -783.90947883354863 -90753.939373057379 -33653.192608199628 22141.247319711933 9957.0880112482428 -57934.559030542456 -11604.120154008879 82745.86809340067 -4795.1137450131237 5728.3399060007723 -22750.372754669468 -2795.3293344052581 -34299.039718003703 -51401.144392585062 -14429.937782822766 53454.016269721142 -44670.167248700178 12146.911850568373 -24358.655118288829 -60165.662362651216 -82728.561002079136 -167052.21646943933
leaf_weight=2005625 1908917 1123 2034 8074 1671 17589 6021 3752 27862 372 2274 16573 2033 476 9927 123 7676 26881 2771 12276 528 1373 5289 225 712 556 634 155 248 34
leaf_count=2005625 1908917 1123 2034 8074 1671 17589 6021 3752 27862 372 2274 16573 2033 476 9927 123 7676 26881 2771 12276 528 1373 5289 225 712 556 634 155 248 34
internal_value=0 -114.981 -203.35 1654.08 3337.6 6196.24 -1231.81 10758.2 -2815.66 -30524.2 -16547.2 16318 19006.2 -16920.7 -15288.5 4767.38 2240.68 -101.901 -170.479 -10227.2 4957.26 -32243 -9682.59 2047.2 -1456.75 -19756.7 -15738.4 2404.37 -40771.1 -35618.3
internal_weight=0 2.16489e+06 2.06189e+06 102996 94276 64371 24492 39879 29905 2043 8720 24129 20222 12437 11961 3649 15750 2.04945e+06 2.02204e+06 16420 27409 4144 6412 3526 3301 1268 6903 3907 882 2308
internal_count=4073804 2164887 2061891 102996 94276 64371 24492 39879 29905 2043 8720 24129 20222 12437 11961 3649 15750 2049454 2022045 16420 27409 4144 6412 3526 3301 1268 6903 3907 882 2308
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=4 3 0 1 6 3 0 6 1 6 4 5 6 0 7 0 3 1 1 6 1 6 6 6 0 1 5 0 0 1
split_gain=6.27092e+12 7.68495e+13 7.56367e+13 5.82011e+13 1.48813e+14 1.0057e+14 5.59353e+13 7.54858e+13 9.42094e+13 5.54352e+13 7.02567e+13 8.91852e+13 5.33351e+13 4.86064e+13 6.1155e+13 5.46923e+13 5.0471e+13 4.7438e+13 1.1193e+14 7.76066e+13 6.31554e+13 5.589e+13 5.90811e+13 5.51495e+13 5.3952e+13 5.31695e+13 1.22901e+14 1.16027e+14 7.57913e+13 5.96599e+13
threshold=3.5000000000000004 1.5000000000000002 53.506098950000009 33.882313700000005 64.805000000000021 2.5000000000000004 53.244414800000008 98.020000000000024 50.298521650000005 189.00000000000003 2.5000000000000004 2.5000000000000004 112.00500000000001 45.177967300000006 6.0000000000000009 46.323575350000006 2.5000000000000004 30.242318500000007 30.303340300000002 134.05000000000004 30.277905650000005 114.05000000000001 65.410000000000011 81.705000000000013 59.939085000000013 30.330566300000005 3.5000000000000004 59.950512650000007 59.933037250000005 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 12 -8 -9 -1 -11 -12 13 14 16 -15 -5 19 20 -4 -19 22 -22 -24 -25 26 27 28 -20 -27
right_child=-2 2 17 6 5 -7 7 8 -10 10 11 -13 -14 15 -16 -17 -18 18 25 -21 21 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=2410.2453301663786 -30.777295981883807 666.4216968846772 -14025.449764399513 2723.0541017648829 68618.016189236121 318848.58189655177 10048.895742388759 296958.62924316403 43514.992471590915 11101.231725643382 -56560.525875289357 149641.65776367189 -21023.043047230811 -14079.559346696517 -9714.523637789247 -175.46169605672895 13194.60236561013 8370.0210413896275 -51570.416240076869 -129230.8948046875 40400.202413054438 -36283.848749999997 210967.62624627977 -23576.058984375002 172732.81289062501 22118.489073128647 110812.56394856771 214.70859375000001 -180298.26890950522 -2977.3488123764096
leaf_weight=102658 3837650 159 2297 15147 36 29 5151 20 55 255 27 94 1115 3400 2833 16847 6612 235 93 60 93 35 63 28 28 959 48 168 90 77519
leaf_count=102658 3837650 159 2297 15147 36 29 5151 20 55 255 27 94 1115 3400 2833 16847 6612 235 93 60 93 35 63 28 28 959 48 168 90 77519
internal_value=0 500.15 -1086.9 1918.48 52780.4 180259 1695.87 11499.1 111100 2550.62 40877.6 103630 581.024 1118.25 4105.71 -2510.32 5905.09 -2977.46 -2562.23 -16958.1 45480.5 80788 100116 146784 74578.4 -2855.8 -39267.7 -59791.5 -114879 -2670.68
internal_weight=0 236154 133120 51404 224 65 51180 5226 75 103034 376 121 45954 44839 24592 20247 21759 81716 79359 2357 482 247 212 119 56 78877 399 351 183 78478
internal_count=4073804 236154 133120 51404 224 65 51180 5226 75 103034 376 121 45954 44839 24592 20247 21759 81716 79359 2357 482 247 212 119 56 78877 399 351 183 78478
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 1 6 4 6 6 0 1 4 6 4 6 1 7 6 4 1 6 4 7 4 6 1 3
split_gain=5.96526e+12 3.64298e+13 3.36175e+14 9.74497e+13 1.45728e+14 2.69258e+14 2.2898e+14 1.29747e+14 1.18322e+14 1.21766e+14 1.0488e+14 9.67763e+13 1.12729e+14 1.87647e+14 1.40131e+14 1.47397e+14 2.32225e+14 1.92568e+14 1.01753e+14 9.93885e+13 1.31676e+14 1.48687e+14 9.26379e+13 9.23416e+13 8.72249e+13 1.0661e+14 8.37933e+13 8.34407e+13 9.33042e+13 1.42101e+14
threshold=44.895258050000002 37.780517050000007 38.066230450000006 39.105193450000009 39.366401150000009 44.249882500000005 39.777866350000004 38.782330450000011 95.045000000000016 12.500000000000002 73.995000000000019 39.810000000000009 44.601833250000006 38.011626600000007 3.5000000000000004 130.05000000000004 11.500000000000002 84.810000000000016 37.978059650000013 6.0000000000000009 79.710000000000022 4.5000000000000009 37.924401400000008 57.995000000000012 11.500000000000002 6.0000000000000009 9.5000000000000018 70.50500000000001 37.318079750000003 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 27 11 7 10 -6 -7 8 -4 -10 -5 -3 13 -13 23 16 19 -18 22 20 21 -16 -14 -15 25 -9 -24 -1 29 -29
right_child=-2 2 3 4 5 6 -8 24 9 -11 -12 12 18 14 15 -17 17 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-1267.4216507847996 28.103354813888593 -789.54012755342319 -5662.955742467273 21626.921548566719 223.88944829671343 -78151.161922615458 -14122.211447247593 -25865.745152137944 26624.048981267755 184228.54644886366 -27711.85862323051 -80033.422455790511 14293.064125922998 365973.92816406256 174910.92388630321 -132502.86750000002 337917.04696850065 58624.676893028853 -30441.858321334657 -799.32331653015444 -37359.294261263203 46230.878755733109 44741.06221161913 105886.28392078489 -94606.45387956487 50977.187941753931 191143.84481132077 3476.3002261153233 -20453.623209614256 259293.87428977271
leaf_weight=39513 3865320 2732 11405 4367 121906 608 6864 3299 451 55 478 134 5948 20 94 50 47 52 498 599 179 2007 149 43 172 191 53 1669 4879 22
leaf_count=39513 3865320 2732 11405 4367 121906 608 6864 3299 451 55 478 134 5948 20 94 50 47 52 498 599 179 2007 149 43 172 191 53 1669 4879 22
internal_value=0 -521.04 183.115 -1136.69 -267.903 -905.543 -19332.3 -8624.72 -3563.6 43755 16759.2 15867.5 20476.7 35818.4 40840.8 37769.6 40628.4 191218 13034.3 35450.1 44973.5 51988.1 16554.8 188454 -25086.5 -21660.3 83153.7 -3002.55 -13437.9 6804.5
internal_weight=0 208484 162401 149796 134223 129378 7472 15573 11911 506 4845 12605 9873 3225 3091 3028 2978 99 6648 2879 2280 2101 6150 63 3662 3490 202 46083 6570 1691
internal_count=4073804 208484 162401 149796 134223 129378 7472 15573 11911 506 4845 12605 9873 3225 3091 3028 2978 99 6648 2879 2280 2101 6150 63 3662 3490 202 46083 6570 1691
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 7 0 4 4 6 4 0 4 4 4 6 3 0 0 6 0 0 7 4 0 6 0 0 4
split_gain=5.88137e+12 5.66391e+13 3.2434e+14 2.57702e+14 2.48078e+14 3.56803e+14 9.14878e+14 3.68196e+14 3.41095e+14 2.34343e+14 2.17753e+14 2.11135e+14 2.7671e+14 2.10314e+14 1.92898e+14 1.98267e+14 1.75181e+14 1.64253e+14 1.63459e+14 1.63167e+14 1.78347e+14 1.74142e+14 1.56718e+14 1.54714e+14 1.48919e+14 1.8105e+14 1.47563e+14 1.23945e+14 1.19397e+14 1.16321e+14
threshold=37.682335600000009 37.631035900000008 55.685785750000008 55.554045200000012 55.775215600000003 55.710673100000008 6.0000000000000009 55.702806750000008 4.5000000000000009 8.5000000000000018 64.015000000000015 8.5000000000000018 55.93962770000001 28.500000000000004 22.500000000000004 25.500000000000004 52.330000000000005 5.5000000000000009 55.876067900000002 55.728148450000006 84.00500000000001 55.749683450000006 55.834019500000004 6.0000000000000009 22.500000000000004 55.82518790000001 81.02500000000002 55.79439725000001 55.897267000000006 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 -3 5 7 8 14 -7 -5 -9 -6 16 -8 17 -16 22 26 27 -10 29 -22 24 28 -13 -26 -4 -18 -20 -21
right_child=-2 2 4 9 11 6 13 10 19 -11 -12 12 -14 -15 15 -17 18 -19 23 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=72.517949375141811 -63.040367760751394 16915.156542951467 -10953.669896269179 41396.015141880773 -25930.905216577656 177050.49433992349 202824.00026175659 -70515.516177039623 -9510.849793503161 -25739.285918183476 19936.73974858498 -20919.992138553534 102727.05942961041 34121.589574652775 -110098.9652949466 204149.05733695652 -27563.090460589214 65376.440845246441 57334.670842742926 83212.728340069545 48966.37989095052 -321244.4833333334 5479.6397658992573 -10097.003872088493 -217978.82652587892 77473.418443080358 119290.18944128789 41617.408654175029 -71529.203086419759 28458.16800677685
leaf_weight=847130 3194464 2472 717 564 2067 147 413 829 1122 6655 392 2063 304 90 158 23 286 995 640 519 24 27 4787 2350 80 28 99 2741 81 1537
leaf_count=847130 3194464 2472 717 564 2067 147 413 829 1122 6655 392 2063 304 90 158 23 286 995 640 519 24 27 4787 2350 80 28 99 2741 81 1537
internal_value=0 229.013 4344.86 -10951.7 10927.7 26407.9 46821.8 1762.57 28076 -20494.2 -41476 3811.27 8412.85 172639 28265.7 -70166.9 6216.81 38103.5 18590.1 21293.9 37697.8 -147028 -4627.19 2335.51 -26912.5 -141380 4847.97 35081 42857.6 42280
internal_weight=0 879340 32210 9691 22519 7092 3879 3213 3376 7219 1221 15427 13360 503 1992 181 13056 1811 6098 3229 2107 51 6958 3071 2171 108 816 3027 721 2056
internal_count=4073804 879340 32210 9691 22519 7092 3879 3213 3376 7219 1221 15427 13360 503 1992 181 13056 1811 6098 3229 2107 51 6958 3071 2171 108 816 3027 721 2056
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=4 6 6 6 6 7 7 1 1 7 6 6 6 6 3 6 3 5 1 6 0 3 6 6 3 6 3 1 0 3
split_gain=6.40577e+12 9.51105e+12 3.02016e+13 1.90544e+13 3.75216e+13 2.10168e+13 1.8494e+13 1.75063e+13 1.56742e+13 1.38242e+13 3.88393e+13 1.51381e+13 5.09251e+13 1.42494e+13 1.3763e+13 1.35583e+13 2.01053e+13 1.21076e+13 1.06308e+13 1.93578e+13 1.04179e+13 1.13544e+13 9.18266e+12 1.10443e+13 9.09793e+12 8.53832e+12 7.58686e+12 1.55985e+13 1.40903e+13 1.00431e+13
threshold=37.500000000000007 39.025000000000013 37.005000000000003 49.010000000000012 51.405000000000008 6.0000000000000009 6.0000000000000009 37.740454950000007 37.586700500000006 6.0000000000000009 58.995000000000012 78.605000000000004 68.515000000000015 75.010000000000005 24.500000000000004 89.00500000000001 26.500000000000004 1.5000000000000002 37.586700500000006 42.875000000000007 55.806294650000005 7.5000000000000009 67.91500000000002 63.855000000000011 19.500000000000004 42.875000000000007 9.5000000000000018 37.631035900000008 55.749683450000006 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 5 -5 7 -2 -3 -8 10 14 12 22 26 -6 16 -13 -15 25 -20 21 -19 23 -12 -23 -7 27 28 -11 -28
right_child=1 3 -4 4 9 18 8 -9 -10 13 11 15 -14 17 -16 -17 -18 20 19 -21 -22 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.3864918565564266 87287.906197415869 146376.75951704546 -56507.545208333329 -104507.89677734376 107394.21484375 29443.015598958336 -42697.550607638892 21601.630298913045 41794.37537775813 -26738.424460347494 -67209.161294642865 -185169.8586309524 101619.04170673079 91230.635156250006 -3901.5001171875006 -29017.44434742647 -55730.983984375001 31152.832260529889 10616.508880447247 117643.69443359376 44943.583617466524 -89974.438164062507 -99310.776041666672 24522.527083333334 -4975.4466681985296 -33680.2823125 42330.425299944203 28329.239062500001 -115214.23281250001 -6667.1906087808675
leaf_weight=4072329 26 22 135 40 25 30 54 23 37 72 35 21 26 24 20 34 28 46 109 20 70 20 33 21 34 75 49 36 24 286
leaf_count=4072329 26 22 135 40 25 30 54 23 37 72 35 21 26 24 20 34 28 46 109 20 70 20 33 21 34 75 49 36 24 286
internal_value=0 -6588.87 -24279 -2943.81 -9729.6 20016 12907.8 82602.8 -8343.69 -5535.87 -25931.3 -44990.6 -21500.1 1962 57929.5 -77537.7 -111205 24742.1 7980.1 27209.9 15355.5 -5356.24 -57467.5 -32809.8 -36456.6 -15645.1 -7501.24 -27806.5 -48857.4 499.625
internal_weight=0 1475 252 1223 944 279 117 45 91 904 243 198 115 661 45 83 49 194 234 129 170 100 89 56 54 105 467 132 96 335
internal_count=4073804 1475 252 1223 944 279 117 45 91 904 243 198 115 661 45 83 49 194 234 129 170 100 89 56 54 105 467 132 96 335
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 1 4 4 6 6 1 7 0 7 0 0 0 7 6 0 4 0 1 0 6 0 0 4 0 7 6 0 6 6
split_gain=5.98942e+12 3.7977e+13 5.83956e+13 2.32195e+14 1.54939e+14 1.36579e+14 8.05826e+13 1.26989e+14 1.22224e+14 1.2779e+14 7.37197e+13 1.23504e+14 9.06618e+13 6.63221e+13 5.85222e+13 6.23904e+13 5.72311e+13 1.47476e+14 5.66509e+13 3.60336e+14 1.77252e+14 6.98482e+13 6.20771e+13 7.49681e+13 7.29729e+13 8.5533e+13 7.95005e+13 5.70273e+13 5.65997e+13 5.49566e+13
threshold=36.000000000000007 37.804148700000006 13.500000000000002 12.500000000000002 66.50500000000001 64.015000000000015 37.924401400000008 6.0000000000000009 55.710673100000008 6.0000000000000009 55.812023600000011 55.783232450000007 55.79439725000001 6.0000000000000009 50.995000000000012 55.710673100000008 9.5000000000000018 55.768246800000007 37.780517050000007 55.696737300000009 50.410000000000004 55.649510000000014 55.743464250000009 22.500000000000004 55.721784200000009 6.0000000000000009 53.005000000000003 55.806294650000005 52.990000000000002 35.010000000000012
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 18 3 16 -5 6 7 10 -8 29 11 14 -13 -7 -4 -16 -3 28 -1 21 -21 -20 24 27 25 -22 -27 -24 -18 -10
right_child=-2 2 5 4 -6 13 8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 19 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-362.24431151058087 33.593357014229753 -8938.5596265099193 -16163.132629207306 38123.936132713709 179734.74150116823 -23685.922373317546 18521.540846023268 -39115.915133495379 -14190.724161202568 101577.41632965687 -49714.389815308452 164295.16887520929 33266.503533736824 -68470.347563428222 -6283.9169404804707 37768.249700466935 12914.749841543855 -36641.949802670242 -112379.58443167098 4569.0826910733867 9724.7586301081737 -39451.226837737369 68415.301695076676 159029.1378457559 -21175.258531714269 30522.185907745363 141128.45195756393 6953.4139001991543 54258.630528155983 -102678.33750675282
leaf_weight=268763 3783399 4306 1630 278 107 1822 2337 1227 112 51 294 70 215 404 768 553 921 472 193 3020 325 411 646 74 244 128 132 197 517 188
leaf_count=268763 3783399 4306 1630 278 107 1822 2337 1227 112 51 294 70 215 404 768 553 921 472 193 3020 325 411 646 74 244 128 132 197 517 188
internal_value=0 -437.655 -5131.39 2119.65 77480.7 -10080.6 -3582.54 -11403.1 10257.6 -44764.8 -1770.31 2585.55 65449 -31813.9 -3485.64 12157.3 -2547.98 11859.3 -159.044 10010.9 19232.6 -62754.5 44595.6 62523.7 24764.3 43925.4 86676.1 54052.3 27779 -69643
internal_weight=0 290405 16272 6601 385 9671 7445 4757 2688 351 3530 3236 285 2226 2951 1321 6216 1910 274133 5370 4766 604 1746 917 829 585 260 843 1438 300
internal_count=4073804 290405 16272 6601 385 9671 7445 4757 2688 351 3530 3236 285 2226 2951 1321 6216 1910 274133 5370 4766 604 1746 917 829 585 260 843 1438 300
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=6 7 1 0 0 0 0 4 0 1 0 1 3 0 6 4 3 4 1 6 4 1 1 0 0 0 0 6 6 1
split_gain=5.84096e+12 2.91432e+13 8.50136e+13 1.68314e+14 8.6432e+13 3.04872e+14 1.06086e+14 9.83904e+13 1.28371e+14 9.49615e+13 1.36355e+14 1.53967e+14 1.45681e+14 1.20638e+14 1.07717e+14 8.49372e+13 1.06714e+14 8.13588e+13 8.1157e+13 7.80064e+13 7.75659e+13 7.69253e+13 7.04179e+13 1.40945e+14 1.26382e+14 1.50703e+14 1.06058e+14 1.00556e+14 8.70057e+13 7.75755e+13
threshold=88.825000000000003 6.0000000000000009 60.605526900000008 54.980317700000008 59.856552950000008 56.850115550000005 59.982409200000006 25.500000000000004 59.848366150000011 30.277905650000005 59.905532300000012 30.438492500000006 2.5000000000000004 59.91832440000001 93.050000000000011 9.5000000000000018 9.5000000000000018 22.500000000000004 30.084656550000002 91.02500000000002 17.500000000000004 30.315889700000003 82.895858600000011 55.161746650000005 55.034466500000008 55.030407050000001 55.046782850000007 98.020000000000024 112.00500000000001 82.956351500000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -7 -6 11 15 -12 20 -13 -11 17 -17 -10 -5 -14 -15 23 26 25 28 27 -21 -24 -30
right_child=1 2 3 19 6 7 -8 -9 18 10 12 14 13 21 -16 16 -18 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=28.873877439763319 144.22375407567935 -3463.1888661895209 -19308.8485480052 -8759.6287712543544 -11820.551579778985 -30078.276449598245 -9677.6841209924569 62714.191300142731 16965.311530539773 59083.373195043103 -14805.460119476953 -14282.619174901696 114663.26579882181 60647.815576154855 94237.169968861563 -63242.636649500055 16122.947329721363 69237.465105468742 -115637.799267408 62177.035408775257 -75690.360394021744 17754.596269528814 51701.841280164219 12746.305024229841 -7264.6635580988341 279297.73579687503 67433.95717475329 -76445.55269038571 -48857.663862179492 83761.979009046059
leaf_weight=3849942 170184 29451 2301 1675 1173 3446 3302 104 55 116 482 151 309 717 232 636 323 50 287 99 23 1003 570 3333 2502 25 950 111 195 57
leaf_count=3849942 170184 29451 2301 1675 1173 3446 3302 104 55 116 482 151 309 717 232 636 323 50 287 99 23 1003 570 3333 2502 25 950 111 195 57
internal_value=0 -496.568 -2528.17 4961.69 -4642.73 -6939.29 4348.04 -33243.2 -35877.7 13228.8 20498.1 -3310.82 34667 46287.7 51452.6 -21954.7 -31271.3 -53586.7 -94312.7 10829.8 101476 35635.1 15013.9 23195.1 4038.07 37425.8 53217.5 -11094.9 30069.6 -18860.4
internal_weight=0 223862 53678 11818 41860 33343 8517 3892 3788 5215 4042 1508 2534 2052 383 1125 1009 686 342 9517 332 1720 7842 4493 3349 847 1160 210 822 252
internal_count=4073804 223862 53678 11818 41860 33343 8517 3892 3788 5215 4042 1508 2534 2052 383 1125 1009 686 342 9517 332 1720 7842 4493 3349 847 1160 210 822 252
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=6 1 3 6 1 1 0 7 7 4 4 2 1 5 2 0 1 1 1 1 3 0 0 4 0 6 0 0 1 0
split_gain=5.8418e+12 2.15486e+13 4.05606e+13 3.23534e+13 3.04595e+13 2.74761e+13 2.37973e+13 2.26957e+13 2.20267e+13 3.40248e+13 2.16237e+13 1.89396e+13 2.62342e+13 1.87236e+13 2.36215e+13 3.44859e+13 3.98286e+13 2.002e+13 1.735e+13 1.92426e+13 1.79259e+13 1.77738e+13 1.7143e+13 1.70355e+13 3.54512e+13 2.93381e+13 1.59711e+13 2.91113e+13 2.88378e+13 1.56488e+13
threshold=21.020000000000003 37.978059650000013 1.5000000000000002 15.450000000000001 38.893394150000006 37.858952300000006 55.676890650000011 6.0000000000000009 6.0000000000000009 9.5000000000000018 5.5000000000000009 3338.0000000000005 30.509101000000005 1.5000000000000002 75.000000000000014 55.81943720000001 37.543519500000009 37.649344350000007 30.345769800000003 30.370944000000005 3.5000000000000004 59.905532300000012 55.749683450000006 3.5000000000000004 45.047736150000013 19.050000000000004 55.721784200000009 55.783232450000007 37.618684050000006 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 29 -6 -3 -10 -1 12 18 -14 15 16 -15 -18 20 -20 -4 -21 -8 -9 25 -25 -12 28 -28 -5
right_child=-2 4 3 5 7 -7 22 23 9 -11 26 -13 13 14 -16 -17 17 -19 19 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-11119.841322343076 10.856543948695705 13182.417556503044 -39420.826051909353 -3037.3993215148789 -1611.5801932647421 -26303.325109853438 -40975.792409446025 -12520.380321183991 137102.11338682435 -3712.1317871093752 -25056.191899434492 -41176.75170572917 27390.149477553729 80024.73672827745 -18201.871361163845 135692.32782451922 -121392.95016983697 1742.9342741935486 174256.05015625001 116409.96330378606 60969.872537364135 -1681.441583984375 -8464.1153855153007 29507.660676423497 8428.0510960312859 123076.75356445313 -216158.23508522729 -42555.699448704079 -54243.976154119329 14521.744647431346
leaf_weight=459 4040593 905 29 1319 23143 620 176 316 37 32 239 60 333 41 321 26 23 31 20 26 46 25 2066 111 1742 48 22 148 22 825
leaf_count=459 4040593 905 29 1319 23143 620 176 316 37 32 239 60 333 41 321 26 23 31 20 26 46 25 2066 111 1742 48 22 148 22 825
internal_value=0 -1320.85 -6305.42 -3344.39 -19.1563 -6598.59 -3813.15 -685.668 17334.8 71797 -26224.2 13261.6 16808.1 9482.74 -4008.58 33644.7 5715.87 -50703.8 55692.8 91123.2 22152.1 58522 -11016.3 8979.82 12553.8 57754.9 -42309.8 -63786.9 -135201 3719.27
internal_weight=0 33211 6877 5987 26334 5006 4386 25360 974 69 890 981 921 775 442 121 95 54 146 71 75 51 2242 2217 1901 159 431 192 44 2144
internal_count=4073804 33211 6877 5987 26334 5006 4386 25360 974 69 890 981 921 775 442 121 95 54 146 71 75 51 2242 2217 1901 159 431 192 44 2144
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 0 1 6 6 4 5 0 4 1 6 4 1 5 1 0 3 6 4 6 6 3 7 4 7
split_gain=5.83466e+12 2.09468e+13 6.68175e+13 6.97403e+13 1.65192e+14 1.97027e+14 1.82742e+14 3.30797e+14 3.00928e+14 1.6243e+14 1.39915e+14 1.35031e+14 1.27956e+14 1.26269e+14 1.16975e+14 1.1359e+14 1.06054e+14 9.68545e+13 9.06469e+13 9.03918e+13 2.30881e+14 1.6796e+14 1.94111e+14 9.03969e+13 8.72236e+13 8.60882e+13 8.02845e+13 7.58435e+13 7.30233e+13 6.82843e+13
threshold=83.658467900000019 83.000013850000016 53.310923100000004 55.012854300000008 54.710000000000008 54.810424650000009 54.86311005000001 83.086354900000018 93.050000000000011 87.395000000000024 15.500000000000002 2.5000000000000004 54.932051950000009 9.5000000000000018 83.025426800000005 54.410000000000004 9.5000000000000018 83.117716000000016 4.5000000000000009 83.015546400000019 55.029726000000004 1.5000000000000002 67.445000000000007 14.500000000000002 73.995000000000019 68.515000000000015 4.5000000000000009 6.0000000000000009 18.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 13 18 24 27 17 19 -4 -10 -5 -8 -15 -21 22 -22 -23 -9 26 -16 -12 -25 -13
right_child=-2 2 3 9 5 6 10 8 16 -11 12 29 -14 14 25 -17 -18 -19 -20 20 21 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=32.865328025615923 498.90684529106306 -24162.008965539702 -1644.1164761199602 18954.292588054341 -6751.9576593712836 -2003.1494397986598 16643.81512183592 128772.04517617449 202192.58933971776 -41773.356864948859 181772.90456321024 58894.335459406808 -10588.160705571849 -2124.0351366855061 -22391.56817075111 -64475.582784213359 482193.45937500003 -6931.1390098255142 -57271.922584461026 24337.326642469576 -61174.923040756927 -5877.3541600652479 78447.301456633708 51233.701156163712 351180.92999999999 -45442.077098310445 1631.0048962429735 37673.0985328284 -6452.2699838179033 -118380.44639945653
leaf_weight=3601077 221656 1230 36779 5057 6413 614 13353 149 31 1009 44 393 3646 163516 2900 290 24 2024 168 4515 838 3273 113 580 20 827 2674 215 353 23
leaf_count=3601077 221656 1230 36779 5057 6413 614 13353 149 31 1009 44 393 3646 163516 2900 290 24 2024 168 4515 838 3273 113 580 20 827 2674 215 353 23
internal_value=0 -28.7075 -911.839 -797.375 2105.68 8371.27 13563.2 50433.9 100741 -1758.91 10909.9 79715.2 -5763.56 -1542.62 -2059.06 -2135.66 324375 11555.3 15725.4 -1568.41 7825.09 -6631.52 -44584.7 1949.91 155093 -15334.3 -10867.3 62153.4 29408.2 49093.1
internal_weight=0 3.85215e+06 251071 249841 62162 25093 18680 1254 640 187679 17426 585 3905 186670 179589 37069 55 7081 13521 173188 9672 5157 951 4206 169 6401 5574 259 933 416
internal_count=4073804 3852148 251071 249841 62162 25093 18680 1254 640 187679 17426 585 3905 186670 179589 37069 55 7081 13521 173188 9672 5157 951 4206 169 6401 5574 259 933 416
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=6 5 6 4 6 6 1 0 0 1 1 1 0 6 4 1 3 3 1 0 0 1 1 4 3 3 4 1 1 6
split_gain=5.84701e+12 3.96571e+13 1.03492e+14 9.71444e+13 7.0856e+13 9.88227e+13 8.03608e+13 8.00908e+13 6.07208e+13 5.98052e+13 9.15814e+13 8.95233e+13 5.69212e+13 5.68933e+13 1.15963e+14 6.20405e+13 7.73947e+13 5.55325e+13 9.69738e+13 5.35441e+13 1.24453e+14 5.55328e+13 1.02055e+14 7.5966e+13 5.94324e+13 4.94015e+13 7.16697e+13 4.8721e+13 5.23731e+13 7.03e+13
threshold=97.020000000000024 2.5000000000000004 125.02000000000002 13.500000000000002 118.04500000000002 110.01500000000001 30.226173900000003 55.080855950000007 52.07762420000001 37.442254400000003 49.111590500000005 30.323041000000003 45.040161900000008 104.01000000000001 17.500000000000004 39.718675700000013 6.5000000000000009 14.500000000000002 39.723160900000003 55.60524465000001 55.039488700000007 38.066230450000006 38.166910000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 9.5000000000000018 37.488790500000007 30.260128500000004 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 11 -11 -9 -6 17 15 16 -15 -5 -19 20 21 -8 -23 24 -24 26 -21 28 -4 -30
right_child=1 -3 27 8 7 -7 19 9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 25 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=22.689540181741364 38774.484277343749 -200.65611300988556 26458.310109468563 -16539.491455215284 -51276.592741765206 16734.0885167739 -76741.140488699035 -16583.637334526909 -9037.8243663615485 -175495.09664062501 1703.4913616071431 184069.75926339289 -151664.39652513587 41789.208523787318 -30328.334864193923 8629.5753570056349 179094.8001216097 117929.78787528897 -128569.798125 -48169.53332797336 79690.158083677699 158003.96474609376 -28447.142481971154 -7328.0754622509257 -114761.75243489584 -80224.350471373124 20188.990839540158 17939.207351613451 -96768.256146556712 1217.2452770996094
leaf_weight=3932741 180 132285 167 356 111 663 187 108 1527 50 70 28 115 67 107 61 106 79 20 747 121 32 195 861 135 309 193 1888 135 160
leaf_count=3932741 180 132285 167 356 111 663 187 108 1527 50 70 28 115 67 107 61 106 79 20 747 121 32 195 861 135 309 193 1888 135 160
internal_value=0 -632.569 -7141.52 -13706.8 -22954.6 -18162.5 -25978.9 -58974.5 2635.14 -20674.2 -72129.3 24727.4 -102359 25027.9 55909.7 95343.3 125919 1883.51 68131.9 -30171.6 -17636.5 -25988.6 -18228.4 -22963.5 -63757.7 -45536.8 -34134.2 10816.5 -18290.9 -43623.6
internal_weight=0 141063 8778 6428 4105 3623 2960 482 2323 256 120 136 226 796 341 234 173 455 99 2780 1531 1410 1223 1191 330 1249 940 2350 462 295
internal_count=4073804 141063 8778 6428 4105 3623 2960 482 2323 256 120 136 226 796 341 234 173 455 99 2780 1531 1410 1223 1191 330 1249 940 2350 462 295
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=6 5 7 1 1 1 0 0 2 1 1 1 0 4 4 3 4 0 1 1 1 4 6 0 0 4 4 1 5 3
split_gain=6.32268e+12 6.23514e+13 1.50253e+14 7.7056e+13 7.01927e+13 1.14029e+14 8.27415e+13 1.06217e+14 8.1554e+13 9.64746e+13 8.67052e+13 1.83602e+14 1.09151e+14 9.26587e+13 1.3595e+14 7.77974e+13 8.22573e+13 7.76094e+13 3.30595e+14 7.47597e+13 7.43048e+13 1.14885e+14 1.05934e+14 9.99085e+13 1.14839e+14 8.10365e+13 6.85847e+13 6.78305e+13 8.24733e+13 7.68259e+13
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 65.574968200000015 82.93515810000001 60.571186450000006 55.922096200000006 56.115175650000005 2875.5000000000005 43.932356550000009 30.315889700000003 30.277905650000005 59.950512650000007 8.5000000000000018 9.5000000000000018 11.500000000000002 5.5000000000000009 55.883833400000007 37.46219940000001 30.260128500000004 60.636764050000004 31.500000000000004 86.030000000000015 56.802121050000004 56.818587550000011 22.500000000000004 8.5000000000000018 65.493200550000012 1.5000000000000002 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 17 -8 9 10 11 12 -9 -14 19 16 -13 -4 -19 -15 21 23 -22 -7 25 -25 -5 -24 -29 -30
right_child=1 -3 4 26 -6 20 7 8 -10 -11 -12 15 13 14 -16 -17 -18 18 -20 -21 22 -23 27 24 -26 -27 -28 28 29 -31
leaf_value=-45.461245164117088 -4358.5771258588984 762.14701878521657 8434.3868583357817 5084.1497409554422 -18794.843077879315 -100368.9787109375 -102555.39389605979 -86631.064063322963 -40817.392757489608 60962.396471567627 -15223.689020779502 -76451.40129464287 -57102.504952469411 76745.176633522729 10788.671199582124 -43883.075213068187 82400.141474969161 417734.52063802088 -27075.660674715909 340528.34516369051 -4483.7168618418009 -19096.899651997315 2043.7542008329031 63888.655539772735 56265.009223264715 218622.61743607954 -23977.727182719715 -87771.950561523438 69367.553661408499 269993.82203124999
leaf_weight=3595075 36535 421445 7715 1032 1106 32 115 178 558 244 2322 35 143 22 215 66 475 24 55 21 1096 179 242 55 451 88 3810 32 418 20
leaf_count=3595075 36535 421445 7715 1032 1106 32 115 178 558 244 2322 35 143 22 215 66 475 24 55 21 1096 179 242 55 451 88 3810 32 418 20
internal_value=0 341.397 -2754.11 -5929.6 5505.91 7321.77 3257.65 -7715.86 -5167.01 179.11 -4086.38 18303.9 -21462.8 7464.83 43252.1 58277.8 71498.6 9444.16 108057 205570 26278.3 51550.4 15026.1 71751.4 81023.9 159110 -17783.6 45058.1 67206 78528.6
internal_weight=0 478729 57284 41377 15907 14801 12188 4394 4279 3721 3477 1155 579 401 258 576 510 7794 79 43 2613 805 1808 626 594 143 4842 712 470 438
internal_count=4073804 478729 57284 41377 15907 14801 12188 4394 4279 3721 3477 1155 579 401 258 576 510 7794 79 43 2613 805 1808 626 594 143 4842 712 470 438
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=6 1 1 4 4 4 0 0 4 1 0 3 0 0 6 0 1 3 6 6 6 5 3 5 0 4 6 0 6 6
split_gain=5.83807e+12 2.69367e+13 5.22166e+13 1.70231e+14 3.00424e+14 2.2583e+14 1.57688e+14 1.73242e+14 1.57275e+14 1.27499e+14 1.15884e+14 1.21513e+14 1.1491e+14 2.3093e+14 9.60066e+13 1.52765e+14 2.24067e+14 1.02285e+14 9.54469e+13 9.3968e+13 8.4602e+13 7.64721e+13 7.53729e+13 6.98e+13 6.92331e+13 6.18938e+13 6.29306e+13 5.85062e+13 8.35632e+13 1.15031e+14
threshold=100.05000000000001 82.948524700000021 82.911604200000014 18.500000000000004 15.500000000000002 14.500000000000002 55.061158000000006 55.046782850000007 24.500000000000004 82.941727000000014 55.039488700000007 22.500000000000004 55.034466500000008 55.055052800000006 103.03500000000001 55.02095400000001 82.918694400000007 4.5000000000000009 130.05000000000004 104.01000000000001 138.05000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 55.026775150000006 20.500000000000004 102.04000000000001 55.029726000000004 156.15000000000003 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 -8 11 25 20 19 15 -4 -17 -18 -15 -14 -6 -21 -7 -12 -13 -5 -27 28 -16 -30
right_child=1 -3 3 6 12 22 8 -9 -10 -11 23 24 13 18 27 16 17 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=20.632433406500553 -778.78598749879461 -5590.2030805867798 -26328.247280236446 -104762.08134375 68511.48793792291 61070.628320312506 247293.85630482456 -81567.456819189698 -127805.73468750001 4814.1715066964289 105570.20919471156 10690.627020502357 122748.47396850586 -85834.859393168605 -6835.7596250529941 451425.06590909092 -92993.766086647738 167395.6533203125 103459.16058384487 356394.00433114037 -57342.370275297624 133164.49724702383 -129884.7500419463 -6195.960237962373 136406.6175242457 87514.187531072457 -36269.357323981341 24529.188050669287 157219.98865625 -28546.720589192708
leaf_weight=3956282 100937 10258 66 125 351 24 57 414 25 35 130 179 52 43 1852 22 22 48 70 57 63 21 149 98 58 44 617 1570 75 60
leaf_count=3956282 100937 10258 66 125 351 24 57 414 25 35 130 179 52 43 1852 22 22 48 70 57 63 21 149 98 58 44 617 1570 75 60
internal_value=0 -694.574 -226.389 8586.2 18857.1 8288.42 -17609.7 -25495.3 94607.7 155046 -6939.01 -21307.5 81400.4 135988 13489.2 89764.7 173049 85559 31426.9 226876 49359.8 296294 -103394 57530.4 41456.6 -40232.6 -28029.6 10101.1 -1299.01 74657
internal_weight=0 117522 107264 6327 4545 3888 1782 1665 117 92 1251 1023 657 243 3715 158 92 70 113 130 414 78 173 228 237 786 661 3557 1987 135
internal_count=4073804 117522 107264 6327 4545 3888 1782 1665 117 92 1251 1023 657 243 3715 158 92 70 113 130 414 78 173 228 237 786 661 3557 1987 135
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 1 3 4 6 5 0 4 4 4 4 4 6 1 6 4 4 6 6 1 4 6 4 4 6 6
split_gain=5.75559e+12 1.44151e+14 1.19405e+14 2.10669e+14 2.03114e+14 1.56401e+14 2.42291e+14 2.65868e+14 1.56129e+14 1.36898e+14 1.58562e+14 1.44355e+14 1.15993e+14 1.06897e+14 1.03506e+14 1.55741e+14 9.60234e+13 9.26498e+13 8.63473e+13 8.58191e+13 9.64003e+13 1.3786e+14 8.1481e+13 7.22527e+13 7.33734e+13 7.24113e+13 6.73202e+13 1.0799e+14 1.13108e+14 8.44754e+13
threshold=43.687280500000007 39.625203600000013 39.689978950000004 3.5000000000000004 65.805000000000021 39.703507450000011 6.5000000000000009 18.500000000000004 98.020000000000024 2.5000000000000004 43.6005307 5.5000000000000009 19.500000000000004 18.500000000000004 5.5000000000000009 6.5000000000000009 53.310000000000009 39.718675700000013 61.805000000000007 16.500000000000004 18.500000000000004 95.045000000000016 41.705000000000005 39.718675700000013 12.500000000000002 81.705000000000013 12.500000000000002 13.500000000000002 55.805000000000007 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 14 3 4 -3 6 16 26 12 10 23 -12 -5 22 -1 -16 -4 18 -15 -11 -21 -22 -13 24 -7 -26 -8 29 -29 -28
right_child=-2 2 5 8 -6 9 7 -9 -10 19 11 13 -14 17 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=10097.38292071465 18.450227634015437 12213.206575 21900.167995863107 -35087.169400538929 256067.39077252327 100720.60215516022 62845.164784528461 -199510.68652935605 -204712.18214699076 4009.0607124204917 -2765.2513596991066 -16807.169519668048 191138.8762228261 26302.545775536782 321203.68215460528 43348.62348292151 -32033.621905912951 -17857.284323846729 169512.50113877119 68928.105668196687 54924.144013422185 -31608.857490436774 -44493.105847572901 -1638.7298183112664 -58558.392541666668 155592.1628125 208869.95472027973 -35471.762682711698 206683.3830357143 39345.478758445948
leaf_weight=74 3977958 125 995 1554 47 138 350 33 54 23376 4675 1865 23 147 38 43 494 336 59 437 352 386 2472 57408 75 20 143 62 28 37
leaf_count=74 3977958 125 995 1554 47 138 350 33 54 23376 4675 1865 23 147 38 43 494 336 59 437 352 386 2472 57408 75 20 143 62 28 37
internal_value=0 -765.752 -921.833 -26412.6 78847.8 -432.316 26279.2 77065.9 -37513 -1055.95 -3390.86 -15322.6 -31787.7 -27354.9 95593.1 173700 4006.75 14516 67319 5334.6 31705.4 9664.34 -32587.6 -1413.17 54160.5 -13474.1 91786.9 129304 39865.4 174023
internal_weight=0 95846 95691 1803 172 93888 2142 653 1631 91746 67195 9554 1577 4879 155 81 1489 542 206 24551 1175 738 4337 57641 233 95 620 270 90 180
internal_count=4073804 95846 95691 1803 172 93888 2142 653 1631 91746 67195 9554 1577 4879 155 81 1489 542 206 24551 1175 738 4337 57641 233 95 620 270 90 180
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 0 1 6 4 4 0 1 0 0 0 0 1 1 3 7 6 1 6 4 4 0 1 1 0 4 6 1 6 4
split_gain=5.84784e+12 5.77896e+13 1.07388e+14 1.15556e+14 9.88694e+13 8.77115e+13 6.03986e+13 6.02948e+13 1.20728e+14 1.63684e+14 1.1009e+14 1.68425e+14 1.37635e+14 1.0469e+14 2.86798e+14 1.32833e+14 1.01638e+14 9.6943e+13 1.23878e+14 8.93613e+13 8.48511e+13 8.23314e+13 2.41789e+14 1.73536e+14 1.72688e+14 1.70642e+14 1.64522e+14 1.35837e+14 1.27402e+14 1.14513e+14
threshold=47.245981600000007 47.222459950000008 39.625203600000013 53.005000000000003 21.500000000000004 9.5000000000000018 47.234875100000004 39.712886600000012 45.059854000000009 45.029425500000009 44.249882500000005 44.601833250000006 41.912736000000002 39.689978950000004 6.5000000000000009 6.0000000000000009 156.15000000000003 44.064675150000006 64.805000000000021 9.5000000000000018 20.500000000000004 44.249882500000005 39.231261550000006 39.625203600000013 43.687280500000007 3.5000000000000004 65.805000000000021 39.079932600000006 94.02500000000002 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 7 -3 -4 5 -5 -6 13 9 10 -9 -12 -13 21 15 16 -15 18 20 -19 -10 22 27 29 25 26 -25 -1 -27 -24
right_child=-2 2 3 4 6 -7 -8 8 17 -11 11 12 -14 14 -16 -17 -18 19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-12354.65131984674 -54.374703033484231 -4516.0070145810541 1519.6843179052023 8722.889038900852 6509.4137088554335 26306.388879692677 -23640.266257457119 20.618526687310048 -7605.5073052236976 12444.67454880291 -41783.112601123445 1701.1245065158023 -14716.935934513001 -6581.6954999695336 53055.970321558503 57474.572972528986 159994.18685599664 2412.4491956506477 -22883.205279965128 50503.33597870564 16451.629580864577 626.91557679234586 22221.241112936215 10991.884675000001 97772.155523437497 -28205.928358217319 230460.65495345747 -51736.259867354813 -174358.88019153228 233251.34418945314
leaf_weight=2101 3378038 11868 19685 5578 2327 5773 930 115777 20852 9369 1359 11730 9042 3658 1419 376 37 3071 5323 442 1577 457681 2335 125 125 1569 47 1502 62 26
leaf_count=2101 3378038 11868 19685 5578 2327 5773 930 115777 20852 9369 1359 11730 9042 3658 1419 376 37 3071 5323 442 1577 457681 2335 125 125 1569 47 1502 62 26
internal_value=0 263.997 3682.85 6520.28 13258.8 17665.7 -2099.49 21.0525 -1543.84 -345.731 -1214.67 -7677 -5445.62 614.177 14342.6 848.534 -4913.68 -7187.65 -9168.82 8463.17 -5914.03 452.293 -9674.61 6368.14 -15891.2 -23771.3 70963 -28771.9 -33761.7 24545.2
internal_weight=0 695766 46161 34293 14608 11351 3257 649605 178542 147277 137908 22131 20772 471063 5490 4071 3695 31265 27752 3513 22429 465573 7892 4289 1928 1803 172 3603 1631 2361
internal_count=4073804 695766 46161 34293 14608 11351 3257 649605 178542 147277 137908 22131 20772 471063 5490 4071 3695 31265 27752 3513 22429 465573 7892 4289 1928 1803 172 3603 1631 2361
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=4 0 0 7 0 3 1 6 1 0 1 3 6 1 1 6 1 0 4 0 1 6 4 6 1 1 1 1 1 6
split_gain=6.09595e+12 6.86776e+13 1.15198e+14 9.68766e+13 7.53746e+13 6.4695e+13 6.36553e+13 6.33726e+13 8.88666e+13 9.40211e+13 7.74325e+13 6.62261e+13 7.74864e+13 5.41717e+13 5.66609e+13 5.14206e+13 6.84482e+13 1.14628e+14 8.84422e+13 7.86571e+13 1.3362e+14 1.16674e+14 5.02102e+13 6.55686e+13 6.79039e+13 9.1733e+13 2.4958e+14 1.04881e+14 8.5621e+13 1.02464e+14
threshold=3.5000000000000004 45.177967300000006 45.085557650000005 6.0000000000000009 46.323575350000006 1.5000000000000002 34.382014200000008 40.205000000000005 34.382014200000008 44.046956350000009 43.80299105000001 2.5000000000000004 69.605000000000004 39.018051150000005 38.893394150000006 90.045000000000016 37.234509300000006 52.516286950000008 2.5000000000000004 59.838047850000002 30.315889700000003 114.05000000000001 2.5000000000000004 72.50500000000001 39.689978950000004 39.843340650000009 39.735861600000007 39.803839700000005 40.965343750000009 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 7 6 15 -3 -1 11 10 22 -9 -13 14 -4 -6 17 -17 -19 -20 -21 -22 -10 -24 -25 26 -26 -28 29 -27
right_child=-2 4 13 -5 5 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 -18 18 19 20 21 -23 23 24 25 28 27 -29 -30 -31
leaf_value=-2248.3826794690021 -30.344894729089454 109335.81090198865 -27517.328474757986 -14020.201414267385 1728.352715941355 -1594.1301706303952 -11326.205387639413 40218.781591550272 9808.0400366122176 1926.3900774827835 558.60032236995664 58673.988895089286 309462.30525568186 2693.7599003226264 23256.511470441106 285681.31031249999 8608.4518627813723 -16050.970855164671 133931.49513656375 153305.42833007811 -138746.33957386363 109136.15495689656 24277.083368640317 189738.81081730771 86950.715732421886 270603.09699388588 -58464.944724025976 -301818.90529891307 43267.42384075297 87813.447367527173
leaf_weight=12641 3837650 44 230 3534 77361 104062 6903 198 1375 15515 1932 28 22 2349 4950 20 2105 167 126 50 55 29 1847 39 160 46 77 23 174 92
leaf_count=12641 3837650 44 230 3534 77361 104062 6903 198 1375 15515 1932 28 22 2349 4950 20 2105 167 126 50 55 29 1847 39 160 46 77 23 174 92
internal_value=0 493.124 3996.73 1741.55 -336.927 49.1761 -10562 3371.74 6671.81 5978.21 16882.6 66186.9 169021 15290 21002.1 2189.07 16155.3 51695 40735.4 77209.8 23874.4 -53167.9 25110.7 33670.9 62067.8 53362.9 9494.15 -114436 89920.2 148743
internal_weight=0 236154 45232 37703 190922 183975 6947 34169 21528 21280 5765 248 50 7529 5180 79913 2552 447 427 260 134 84 3833 2458 611 572 260 100 312 138
internal_count=4073804 236154 45232 37703 190922 183975 6947 34169 21528 21280 5765 248 50 7529 5180 79913 2552 447 427 260 134 84 3833 2458 611 572 260 100 312 138
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=6 6 0 0 5 0 2 1 0 1 4 1 1 0 0 1 0 1 0 1 2 1 0 1 7 3 1 3 1 1
split_gain=6.04471e+12 3.16175e+13 9.89595e+13 1.2693e+14 4.19822e+13 3.97752e+13 5.96365e+13 6.19563e+13 3.83238e+13 3.657e+13 4.18068e+13 3.46977e+13 3.43116e+13 3.73645e+13 5.44723e+13 4.26637e+13 3.78675e+13 3.71083e+13 4.18502e+13 3.49035e+13 8.15299e+13 3.96625e+13 5.85644e+13 3.41756e+13 3.30872e+13 3.2254e+13 3.88019e+13 3.05566e+13 5.381e+13 2.9661e+13
threshold=97.020000000000024 96.050000000000011 56.986919400000012 45.177967300000006 3.5000000000000004 59.933037250000005 3338.0000000000005 30.084656550000002 60.753246850000004 39.018051150000005 23.500000000000004 38.989878900000008 39.718675700000013 55.812023600000011 55.667390500000003 37.843405600000004 55.595177750000005 82.895858600000011 56.148747500000006 20.507515800000004 7029.0000000000009 37.563506350000004 55.554045200000012 38.999037500000007 6.0000000000000009 14.500000000000002 30.260128500000004 3.5000000000000004 37.331232350000008 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 24 7 -7 -8 11 -11 -3 13 14 16 27 19 18 -14 -5 21 22 -21 -13 -4 -9 -27 -16 -29 -6
right_child=-2 2 5 4 29 6 8 25 -10 10 -12 23 17 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=11.199297629195696 -643.1745532189027 -13346.594684069671 -16852.569032510084 -29110.602025979664 -43056.207126791647 180394.43494318181 -156248.04768973214 16959.961612139417 -4835.1377807617191 -3377.7926510473526 113162.10153882577 -149691.04626266891 -1837.2305856173157 9745.2175316349912 31639.932010135137 3254.2570168235088 -47212.250875076599 39381.414412654238 36268.201841262038 -28750.111837827626 167718.51872051888 57751.086764893858 85592.705812872038 -45533.938900814421 -59412.33412697765 -175319.20390625001 5735.8284617456902 250348.49208669356 102035.09239964979 9548.555276991221
leaf_weight=3925860 141063 395 775 63 127 22 35 486 32 458 33 37 976 325 37 44 51 589 409 155 53 382 63 212 239 20 29 31 116 687
leaf_count=3925860 141063 395 775 63 127 22 35 486 32 458 33 37 976 325 37 44 51 589 409 155 53 382 63 212 239 20 29 31 116 687
internal_value=0 23.07 6795.71 13498.7 21677.2 -14659.7 5204.76 15926.7 -83931.4 -16102.5 4454.83 -31775.9 26702.6 39183.5 48799 91713.8 36042.1 18356.7 9415.56 41972.2 48830.1 38328.3 4293.91 -61011.1 -26883.9 9163.54 -68164.2 112867 133312 1341.18
internal_weight=0 3.93274e+06 6881 5243 4108 1638 624 557 67 1135 491 644 3294 1320 995 228 767 1974 1385 716 653 600 218 249 1014 535 49 184 147 814
internal_count=4073804 3932741 6881 5243 4108 1638 624 557 67 1135 491 644 3294 1320 995 228 767 1974 1385 716 653 600 218 249 1014 535 49 184 147 814
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=6 1 1 1 1 5 0 0 0 0 1 1 4 6 4 0 4 4 0 0 1 0 6 6 1 0 6 1 0 1
split_gain=5.84769e+12 2.81924e+13 5.91254e+13 5.75208e+13 4.98597e+13 6.66722e+13 4.95103e+13 7.05889e+13 4.84442e+13 5.50577e+13 4.58108e+13 4.55749e+13 4.99324e+13 4.51667e+13 4.3878e+13 4.25786e+13 4.46025e+13 5.53907e+13 5.03162e+13 7.20161e+13 4.62175e+13 6.70648e+13 8.49724e+13 2.19931e+14 1.4852e+14 9.14225e+13 7.7745e+13 6.04431e+13 5.55887e+13 5.22434e+13
threshold=41.505000000000003 63.728898350000001 60.770858000000011 60.516422150000004 49.300375350000003 4.5000000000000009 55.214863500000007 55.111813300000001 56.685611200000004 56.818587550000011 49.147669400000005 82.956351500000011 4.5000000000000009 15.450000000000001 3.5000000000000004 54.916864950000011 14.500000000000002 9.5000000000000018 55.061158000000006 55.080855950000007 82.860505900000007 55.02095400000001 37.705000000000005 37.995000000000012 82.93515810000001 55.039488700000007 39.505000000000003 82.948524700000021 55.050541250000002 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 -10 -1 12 -3 -14 -8 -15 17 -17 20 -20 -18 -22 25 24 -24 27 -25 -23 -26 -27
right_child=-2 11 6 8 5 -7 14 -9 9 -11 -12 -13 13 15 -16 16 18 -19 19 -21 21 22 23 26 28 29 -28 -29 -30 -31
leaf_value=76.464523465415908 -82.253162376374107 -4894.674316910583 -16876.547995851473 -32228.46954281985 -2052.668510171939 135986.83633370537 4039.4773214844618 194.03417800819415 9645.7450469713112 1365.9217695622569 4882.4120958677167 172.84244285657434 -13545.094885187093 -15404.781502673954 -11786.246483075292 3443.640076070677 -12537.392372026367 10122.452254703067 24850.568534022535 2928.6078943706539 6447.1672987155616 -4989.7872411439257 21277.525022110851 12310.504193838082 -127363.96390803717 4886.818568729409 -16932.011121786531 -68718.46627740511 13165.196875000001 39492.686543767311
leaf_weight=771967 2768799 7927 2687 364 116988 35 2110 24596 12787 21593 20357 218760 1553 1158 10324 37657 3648 18527 1663 15154 7814 674 106 1313 306 958 2956 191 31 801
leaf_count=771967 2768799 7927 2687 364 116988 35 2110 24596 12787 21593 20357 218760 1553 1158 10324 37657 3648 18527 1663 15154 7814 674 106 1313 306 958 2956 191 31 801
internal_value=0 174.515 -91.0626 67.9433 -84.6307 -2011.38 -3870.7 -1487.18 4061.23 4445.45 199.943 987.962 2728.7 3368.11 -9100.68 3650.67 3891.04 5646.02 1122.51 5096.43 -2432.63 0.519383 -6866.18 -14897.5 -81963.5 7555.97 -7938 -19061.7 -114437 20645.4
internal_weight=0 1.305e+06 983808 944091 909347 117023 39717 27283 34744 34380 792324 321197 102437 94510 12434 92957 91799 56184 35615 16817 18798 15150 7336 4712 443 2624 4269 865 337 1759
internal_count=4073804 1305005 983808 944091 909347 117023 39717 27283 34744 34380 792324 321197 102437 94510 12434 92957 91799 56184 35615 16817 18798 15150 7336 4712 443 2624 4269 865 337 1759
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=0 1 1 6 0 4 6 7 4 2 5 4 1 1 4 0 6 2 6 5 6 6 1 6 6 4 4 1 1 1
split_gain=6.01264e+12 1.78513e+13 2.19997e+13 2.14237e+13 1.97338e+13 3.88189e+13 5.93832e+13 3.58403e+13 7.49462e+13 3.18965e+13 3.48146e+13 3.35577e+13 2.81609e+13 2.35359e+13 5.05541e+13 5.22924e+13 3.8319e+13 3.50635e+13 3.28052e+13 9.54072e+13 7.90697e+13 2.87378e+13 2.79193e+13 2.77676e+13 2.60121e+13 2.92304e+13 2.30861e+13 2.79456e+13 4.48855e+13 4.10184e+13
threshold=60.753246850000004 30.509101000000005 30.277905650000005 50.010000000000012 61.78914120000001 9.5000000000000018 114.05000000000001 6.0000000000000009 14.500000000000002 14624.000000000002 2.5000000000000004 10.500000000000002 118.02765200000002 50.815483650000004 5.5000000000000009 61.686687400000004 78.010000000000005 4395.5000000000009 72.020000000000024 2.5000000000000004 73.00500000000001 125.02000000000002 34.382014200000008 189.00000000000003 110.01500000000001 8.5000000000000018 2.5000000000000004 72.839788400000018 65.64204770000002 61.511492200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 -9 10 11 -7 13 14 15 17 26 -3 -16 20 -20 -18 -17 -23 -21 -26 -15 28 29 -28
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 16 18 22 21 -19 19 24 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-14.430648603400009 5617.9641311696541 -63508.921842447919 -98655.184677419369 -35128.619872509116 -1749.5729032024094 26752.131728995562 154018.26772629312 -16832.599848217495 19418.327987580094 -98033.362037037034 32741.853161707364 -4818.3144283142092 -65871.789506236295 -14094.643200427827 -1887.0486666295776 18227.175549332242 32509.751754319295 -2027.6434199529476 -250618.06708984377 -5514.1679244523202 -40869.25444931403 -30917.780028195488 4719.6905486570131 92817.563095238103 -130549.86456925677 4873.6491489955361 10257.90645665062 -1499.6252126227337 46843.740550758404 -82678.052799479163
leaf_weight=4017125 299 96 31 227 26095 468 29 2175 773 27 566 1200 57 525 6176 3469 954 2750 32 582 41 133 2738 21 37 28 4478 2282 342 48
leaf_count=4017125 299 96 31 227 26095 468 29 2175 773 27 566 1200 57 525 6176 3469 954 2750 32 582 41 133 2738 21 37 28 4478 2282 342 48
internal_value=0 1022.77 -16791.3 -11966.6 1199.57 -654.063 11829.5 3096.51 -7327.18 10005.8 11311.5 4039.58 4336.14 4497.95 2208.71 7122.47 8654.96 -4101.5 -4242.02 -24442.4 -132814 26039.2 12268.8 -14044.8 -12215 -72213.6 6145.29 7631.44 11911.9 9272.28
internal_weight=0 56679 557 526 56122 28385 2290 27737 2948 2261 2234 1668 24789 24732 15949 9053 8783 2846 6896 720 73 1108 6207 154 647 65 7675 7150 4868 4526
internal_count=4073804 56679 557 526 56122 28385 2290 27737 2948 2261 2234 1668 24789 24732 15949 9053 8783 2846 6896 720 73 1108 6207 154 647 65 7675 7150 4868 4526
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 1 7 0 6 1 0 7 0 0 0 0 4 0 2 1 1 0 4 0 0 7 0 0 6 1
split_gain=5.90087e+12 4.13729e+13 7.37789e+13 1.82735e+14 4.35544e+14 5.56618e+14 4.88717e+14 3.97976e+14 2.69587e+14 1.80923e+14 1.50755e+14 1.95796e+14 1.47775e+14 8.29677e+14 1.35588e+14 1.31215e+14 1.17352e+14 2.04801e+14 4.11714e+14 4.96424e+14 3.00126e+14 4.6929e+14 2.50417e+14 2.36756e+14 2.07133e+14 1.58968e+14 1.53581e+14 1.30271e+14 1.26518e+14 1.19588e+14
threshold=10.500000000000002 37.957884500000006 37.843405600000004 55.768246800000007 55.783232450000007 37.858952300000006 6.0000000000000009 55.743464250000009 72.50500000000001 37.924401400000008 55.81943720000001 6.0000000000000009 55.988910100000005 56.006509350000009 50.596941950000009 55.922096200000006 24.500000000000004 55.649510000000014 75.000000000000014 37.873748150000004 37.924401400000008 55.554045200000012 21.500000000000004 55.696737300000009 55.702806750000008 6.0000000000000009 55.633951400000008 55.676890650000011 93.050000000000011 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 14 -9 10 -7 -12 -8 -14 -4 -6 17 20 29 23 21 -16 25 27 -24 -21 -18 28 -20 -19
right_child=1 -3 3 4 5 9 12 8 -10 -11 11 -13 13 -15 16 -17 26 18 19 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=93.133891985643771 125.65764706925506 -606.18899714112501 171446.3527622768 -67682.228233631817 -31813.039353392938 -67465.906053483734 50743.258222921111 27411.399679716702 102940.73028822457 2729.5205197811129 -5875.1093145984223 -43697.273542464078 323246.36254464288 42147.049936290925 10668.394719807426 16918.992751885391 75501.956024517291 -23292.338287414128 48664.995674735575 20496.597047193161 75260.763762540693 -60039.763789934979 2034.2001037597656 201431.39359163854 96639.002823302697 -14230.538360286397 -4302.6678788668823 85964.450458216306 -28066.210500725214 4709.9109563262709
leaf_weight=2547999 598933 872386 49 1021 788 649 1268 1856 634 5376 4671 1936 140 420 2281 1849 246 2165 2303 2515 375 1595 392 111 565 2770 12224 890 237 5160
leaf_count=2547999 598933 872386 49 1021 788 649 1268 1856 634 5376 4671 1936 140 420 2281 1849 246 2165 2303 2515 375 1595 392 111 565 2770 12224 890 237 5160
internal_value=0 -155.528 446.154 3969.19 -4235.7 -446.791 29902.2 8056.74 46642.6 -11174.2 -21475.5 -16957.9 69638.2 112422 5220.72 2356.67 4979.95 9480.27 14361.4 27784.9 -10163.7 -18428.5 10818.5 57693 57887.6 2295.24 -2728.33 53041.4 41505.4 -3566.52
internal_weight=0 1.5258e+06 653419 54486 18118 17097 4465 36368 2490 12632 7256 6607 1828 560 33878 2637 33829 21359 17108 9783 4251 3876 6242 3541 957 5285 12470 3430 2540 7325
internal_count=4073804 1525805 653419 54486 18118 17097 4465 36368 2490 12632 7256 6607 1828 560 33878 2637 33829 21359 17108 9783 4251 3876 6242 3541 957 5285 12470 3430 2540 7325
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 1 7 4 4 6 5 4 6 4 1 0 0 4 6 4 4 4 4 1 3 6 5 0 6 0
split_gain=5.93237e+12 1.26506e+14 2.30658e+14 2.40007e+14 1.50934e+14 9.69705e+13 1.1093e+14 9.38418e+13 8.40104e+13 7.70582e+13 2.71411e+14 2.29523e+14 1.5916e+14 1.10583e+14 9.57612e+13 2.01565e+14 2.38784e+14 1.28612e+14 1.32242e+14 1.11551e+14 9.63988e+13 9.1974e+13 8.65436e+13 8.57803e+13 8.44144e+13 7.53408e+13 6.94183e+13 2.25041e+14 6.8489e+13 6.84164e+13
threshold=43.56803845000001 42.186961750000002 44.249882500000005 43.472751400000007 6.0000000000000009 44.064675150000006 6.0000000000000009 25.500000000000004 8.5000000000000018 72.020000000000024 1.5000000000000002 9.5000000000000018 95.045000000000016 24.500000000000004 43.997056950000008 56.342669500000007 56.309668500000008 15.500000000000002 93.050000000000011 13.500000000000002 10.500000000000002 2.5000000000000004 11.500000000000002 43.932356550000009 1.5000000000000002 112.00500000000001 2.5000000000000004 43.550475500000012 41.990000000000002 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 26 11 21 -13 14 17 16 19 20 -19 -16 -12 -11 23 -22 29 -21 -2 -28 -4 -18
right_child=5 2 28 -5 -6 -7 -8 -9 -10 10 13 12 -14 -15 15 -17 24 18 -20 25 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-22.395792647293248 5755.1278956408096 -65192.276931946544 -7073.8435089918466 1898.90170413895 115172.08529349664 -17.978983576080903 -5524.5125444561691 -51654.960391971981 -171142.04318961743 34055.217689732141 8475.071882180262 -48252.717928108628 127109.15624218751 113828.81158302436 30931.864298067208 -131073.36510059933 -81531.224469449633 25726.217240521768 125113.88083666423 -18281.638143912845 1927.87138671875 -160015.03339383591 -18510.309717860928 -203991.49008877843 68405.111107546531 -125078.078984375 30976.136229515305 -8423.8821315468267 -23050.492142620904 129228.39168457031
leaf_weight=2023178 45867 249 4126 18882 37 1940689 11486 290 107 28 4933 167 75 118 514 73 67 604 172 379 32 191 413 55 1415 80 1690 10194 7673 20
leaf_count=2023178 45867 249 4126 18882 37 1940689 11486 290 107 28 4933 167 75 118 514 73 67 604 172 379 32 191 413 55 1415 80 1690 10194 7673 20
internal_value=0 -119.651 -6451.75 289.046 -77057.8 121.706 3559.13 5107.66 -97036.7 5353.03 13782.3 -61028.9 6094.97 17668.3 16372.5 32696.6 37526.9 9673.56 47755.4 -1064.76 4234.3 -135202 -37605.2 -128251 62526.8 -36895.4 3990.36 -2820.88 -17463.6 -33080.7
internal_weight=0 2.05425e+06 31074 19275 393 2.01955e+06 78863 67377 356 67087 9336 461 242 8875 8757 2548 2475 6209 776 973 5433 219 500 87 1502 459 57751 11884 11799 87
internal_count=4073804 2054252 31074 19275 393 2019552 78863 67377 356 67087 9336 461 242 8875 8757 2548 2475 6209 776 973 5433 219 500 87 1502 459 57751 11884 11799 87
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=0 1 4 4 5 1 4 6 3 1 4 4 6 4 1 4 4 1 6 6 4 5 1 6 7 4 1 0 5 1
split_gain=6.15015e+12 1.10331e+14 8.39511e+13 1.26633e+14 8.20205e+13 8.8354e+13 9.96313e+13 1.01527e+14 6.32729e+13 7.31691e+13 1.80851e+14 1.47376e+14 6.71644e+13 9.37668e+13 2.62204e+14 8.47302e+13 1.17662e+14 1.11098e+14 1.00642e+14 8.55594e+13 7.40144e+13 7.39713e+13 7.38669e+13 2.7469e+14 1.29199e+14 1.11187e+14 8.43229e+13 9.53152e+13 1.20164e+14 1.17307e+14
threshold=43.687280500000007 39.625203600000013 5.5000000000000009 6.5000000000000009 2.5000000000000004 39.689978950000004 3.5000000000000004 85.020000000000024 11.500000000000002 39.749243900000003 14.500000000000002 12.500000000000002 55.805000000000007 3.5000000000000004 39.735861600000007 15.500000000000002 11.500000000000002 39.723160900000003 42.005000000000003 41.005000000000003 19.500000000000004 1.5000000000000002 39.939672500000007 64.015000000000015 6.0000000000000009 13.500000000000002 39.763755750000009 43.6005307 1.5000000000000002 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -6 12 10 11 -10 15 14 -14 16 17 -3 19 -18 -17 -19 23 24 -15 26 27 28 -25 -30
right_child=-2 4 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 22 -16 20 18 21 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=6512.1467496306514 19.072148243121212 -13989.156606507415 286859.02368421055 36311.234530568676 -71541.037819602279 4622.6068777079081 -72891.0774457527 223008.83871875002 222.61392282561252 -4566.5176320091268 10372.685477308167 154173.34529622397 113173.89516396401 -48634.09458482288 -5809.8447312580047 -33304.16170995943 25997.061888702679 -3757.151956067516 1195.1242719086124 103414.44009198589 8285.511678462768 5508.791631476799 -5851.1683880646669 208422.73602430557 22981.444773646766 37313.308479613414 -40624.049548865107 -24529.22635531838 -28276.285656519522 57502.168879158271
leaf_weight=74 3977958 6496 38 43 22 24938 264 25 95 1311 1106 180 238 2511 835 1456 1807 19937 2272 155 606 15172 13422 36 280 717 581 578 279 372
leaf_count=74 3977958 6496 38 43 22 24938 264 25 95 1311 1106 180 238 2511 835 1456 1807 19937 2272 155 606 15172 13422 36 280 717 581 578 279 372
internal_value=0 -791.564 83509.2 153852 -928.114 3962 -49009.4 85134.4 -2680.91 12354.3 28417.5 100990 -3278.33 -8169.56 20581.7 -1251.52 -359.503 -1975.74 15522.3 32113.1 -21081.4 247.032 -9812.62 -19743.6 -41449.4 3893.14 -9087.5 5396.88 30574.9 20740
internal_weight=0 95846 155 81 95691 25249 311 47 70442 2692 1381 275 67750 19849 1073 47901 45839 41605 4234 1962 2062 35109 18776 5354 2791 2563 1846 1265 687 651
internal_count=4073804 95846 155 81 95691 25249 311 47 70442 2692 1381 275 67750 19849 1073 47901 45839 41605 4234 1962 2062 35109 18776 5354 2791 2563 1846 1265 687 651
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=6 1 0 0 1 4 6 1 1 0 6 4 6 6 5 7 3 1 0 0 0 1 0 1 0 1 5 6 6 6
split_gain=6.17154e+12 2.73741e+13 8.97439e+13 7.19556e+13 1.21399e+14 1.43078e+14 9.58238e+13 8.65952e+13 8.50099e+13 1.21595e+14 1.01611e+14 1.58175e+14 7.22873e+13 6.28558e+13 6.61887e+13 6.18334e+13 5.64754e+13 5.18823e+13 1.80203e+14 1.40564e+14 9.47464e+13 2.05622e+14 1.83275e+14 2.18418e+14 1.26821e+14 1.74048e+14 9.36521e+13 1.19514e+14 8.63809e+13 8.17226e+13
threshold=88.825000000000003 37.804148700000006 54.707511300000007 50.596941950000009 20.507515800000004 14.500000000000002 130.05000000000004 36.593086150000012 37.442254400000003 53.888505650000006 125.02000000000002 12.500000000000002 101.02000000000002 116.05000000000001 2.5000000000000004 6.0000000000000009 11.500000000000002 37.563506350000004 55.667390500000003 55.554045200000012 55.791814000000009 37.631035900000008 55.702806750000008 37.618684050000006 55.93962770000001 37.649344350000007 3.5000000000000004 101.02000000000002 134.05000000000004 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 12 15 8 7 -7 10 -10 13 -12 -2 16 -15 -5 -6 29 19 -19 21 22 -20 26 28 -26 27 -24 -22 -4
right_child=1 -3 17 4 5 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=29.679708839776723 15925.746061038393 -1202.4537150424283 26694.758585972846 -89367.253484468019 58471.166012364316 -21224.528525195979 -121546.25650308101 87384.019142913821 -58105.140449218758 94173.264620893431 83365.488540024147 331010.58839285717 -6707.8062918000942 -97732.428569504322 26264.542295097304 -2366.3921863721766 -61563.537968630902 2278.3119088288781 57056.079770833341 55670.503067334117 10672.72894990183 -2568.328111752196 -206860.67201704546 -73905.435458908381 151407.11180803573 -87109.93414994856 -128985.0818576389 -544619.92500000005 114689.6723370808 -2030.3083294854077
leaf_weight=3849942 2793 160862 1012 105 891 312 71 96 160 78 327 28 2852 58 167 368 41 856 75 1163 3028 1384 22 257 35 243 27 20 82 46449
leaf_count=3849942 2793 160862 1012 105 891 312 71 96 160 78 327 28 2852 58 167 368 41 856 75 1163 3028 1384 22 257 35 243 27 20 82 46449
internal_value=0 -510.427 1256.57 10914.3 24334.4 34098.7 -14327.7 4330.42 47353.7 -8198.77 56098 102898 4490.69 41738.5 -5699.12 -21679.5 53190.7 -218.424 7696.49 33033.7 -2192.51 -20837.5 -83891.3 -116318 7630.79 -57080.8 -274289 -367698 13415.3 -1417.81
internal_weight=0 223862 63000 8347 2702 2229 479 408 1750 238 1512 355 5645 1157 225 473 932 54653 7192 2019 5173 1785 401 326 3388 278 69 42 3110 47461
internal_count=4073804 223862 63000 8347 2702 2229 479 408 1750 238 1512 355 5645 1157 225 473 932 54653 7192 2019 5173 1785 401 326 3388 278 69 42 3110 47461
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=2 2 6 0 4 6 1 0 4 0 1 1 0 4 7 4 7 0 4 4 4 1 0 1 1 1 4 0 6 1
split_gain=5.81155e+12 1.7936e+14 6.35819e+13 5.95904e+13 1.45991e+14 8.60149e+13 7.4566e+13 2.87525e+14 7.99247e+13 6.6983e+13 1.41092e+14 1.0419e+14 1.42652e+14 1.05573e+14 1.62259e+14 1.0747e+14 1.28496e+14 1.01444e+14 1.3625e+14 1.00471e+14 1.31904e+14 8.65975e+13 8.04888e+13 1.54274e+14 2.30315e+14 1.88752e+14 1.78532e+14 2.69119e+14 1.73865e+14 2.04593e+14
threshold=5791.5000000000009 5873.0000000000009 70.50500000000001 56.872182500000008 10.500000000000002 89.00500000000001 61.29689960000001 57.205086850000008 8.5000000000000018 56.818587550000011 59.999510900000011 60.516422150000004 56.83050475000001 22.500000000000004 6.0000000000000009 17.500000000000004 6.0000000000000009 56.83050475000001 16.500000000000004 15.500000000000002 9.5000000000000018 60.605526900000008 55.071632200000003 60.770858000000011 82.825258850000026 59.999510900000011 8.5000000000000018 55.462387050000011 51.805000000000007 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -11 12 -12 15 -15 16 19 18 -18 20 -13 -19 -3 25 26 -24 -25 -28 -26 -30
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 11 13 -14 14 -16 -17 17 21 -20 -21 -22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=74.826348405856905 -20107.276466911244 253.27052634142507 -64428.934322839777 834.81837509055208 -12334.685457503903 -20321.202407022291 -32352.274613744052 -212.28244590413252 -82558.775218115479 -78817.895763983252 160963.56228558085 1092.7685593328144 24330.456781154728 13748.802763161908 -13442.957225505494 24252.32777732148 90300.946021356489 1561.3225803295163 -85986.5893125 -11803.553600459136 17880.333775648385 32512.096322822235 -24604.355406021052 -8847.9774463827052 2982.0090912610772 2383.045780679648 -94988.258899010558 -22696.788854471659 77921.480595341432 -9637.997320679493
leaf_weight=2925575 2151 866440 381 67095 13119 2229 1624 8599 394 207 92 23620 451 3107 7472 2916 356 1953 50 4386 5837 1683 2708 13303 29104 60294 576 4859 270 22953
leaf_count=2925575 2151 866440 381 67095 13119 2229 1624 8599 394 207 92 23620 451 3107 7472 2916 356 1953 50 4386 5837 1683 2708 13303 29104 60294 576 4859 270 22953
internal_value=0 -190.65 -26776.5 -131.895 -2557.45 -952.921 -397.384 -8184.39 -42154.7 82.5397 3577.23 3905.72 47480.1 3445.21 -5456.87 5753.36 4329.5 21181.3 68590.7 2316.83 4419.28 15887.5 -99.5464 -2379.71 -5573.7 1223.05 -15087.1 -30358.2 -2167.02 -8620
internal_weight=0 1.14823e+06 2532 1.1457e+06 93060 79941 77712 10617 2018 1.05264e+06 52130 51923 543 51380 10579 40801 37885 4042 406 33843 29457 3636 1.00051e+06 134067 71065 63002 18738 5435 52327 23223
internal_count=4073804 1148229 2532 1145697 93060 79941 77712 10617 2018 1052637 52130 51923 543 51380 10579 40801 37885 4042 406 33843 29457 3636 1000507 134067 71065 63002 18738 5435 52327 23223
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=4 5 6 6 2 5 5 0 6 0 6 1 6 2 6 2 6 0 1 0 7 5 0 6 0 0 1 4 6 1
split_gain=6.08762e+12 1.45284e+13 2.07013e+13 2.23181e+13 2.98607e+13 2.20406e+13 2.46503e+13 1.99254e+13 1.95697e+13 1.85934e+13 2.70108e+13 4.5479e+13 1.9549e+13 1.84103e+13 3.40103e+13 2.49548e+13 1.79868e+13 1.72263e+13 3.19297e+13 1.67645e+13 1.63248e+13 1.56871e+13 3.53084e+13 2.42809e+13 2.32965e+13 2.55967e+13 2.37541e+13 2.28214e+13 4.49223e+13 2.98735e+13
threshold=2.5000000000000004 3.5000000000000004 73.00500000000001 247.90000000000001 9613.5000000000018 2.5000000000000004 1.5000000000000002 54.998919050000005 89.00500000000001 43.6005307 94.02500000000002 43.56803845000001 149.05000000000004 6240.0000000000009 168.45000000000002 9236.5000000000018 84.810000000000016 56.067362750000008 37.343102500000008 56.309668500000008 6.0000000000000009 5.5000000000000009 54.762682300000009 156.15000000000003 55.79439725000001 55.539595350000006 37.318079750000003 1.5000000000000002 247.90000000000001 40.965343750000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -4 10 16 -12 -13 21 -15 -16 -3 18 -8 -9 -1 23 -23 24 25 26 -11 -25 29 -29
right_child=-2 9 3 4 -6 -7 17 19 -10 13 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=761.45126740089052 -20.569276938832008 -2110.8908999399041 13588.828955078126 14344.81075253694 135199.16650815218 -3497.4252109213212 -134499.21123991936 -72956.881610576922 145774.0568080357 -46295.134520232372 -157215.21184895834 10766.269140625001 -78059.577457242398 268.15583335943194 8779.4575781250005 -130537.64526909724 106335.43613601686 -1528.8830042367031 -30051.816864558212 35927.564112903223 14357.555556706386 22911.977063679245 -104386.05049619933 -45028.160421875007 26958.472072118162 -43084.621662785459 10000.332802206083 73845.798101021035 187709.66219429349 -10802.32723371479
leaf_weight=99851 3961637 65 24 184 23 6334 31 26 21 78 30 75 37 686 20 36 20 198 524 31 891 53 37 25 649 104 1919 101 23 71
leaf_count=99851 3961637 65 24 184 23 6334 31 26 21 78 30 75 37 686 20 36 20 198 524 31 891 53 37 25 649 104 1919 101 23 71
internal_value=0 726.488 506.811 -4599.61 27773.1 -5531.75 -20602.4 25532 75275.3 6622.61 -21179.2 -47867.5 -18578 8282.53 -5848.8 -80781.5 23405.9 -26851.7 -35885.8 -13739 881.7 11709.1 -29421.7 12955.5 10398.1 5282.64 7801.51 44923.1 56455.3 38903.8
internal_weight=0 112167 108138 7396 207 7189 855 102 45 4029 227 142 112 3802 742 56 85 753 555 57 100742 3060 90 2970 2750 2101 1997 220 195 172
internal_count=4073804 112167 108138 7396 207 7189 855 102 45 4029 227 142 112 3802 742 56 85 753 555 57 100742 3060 90 2970 2750 2101 1997 220 195 172
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=1 3 6 5 6 1 2 0 2 0 4 2 0 0 0 7 4 1 0 4 0 5 6 0 0 0 0 5 4 0
split_gain=5.89586e+12 1.32087e+13 2.09343e+13 1.25685e+13 1.34207e+13 1.24156e+13 4.33064e+13 4.35997e+13 3.61567e+13 3.36124e+13 3.17313e+13 3.25341e+13 3.1576e+13 2.84138e+13 2.81259e+13 2.8378e+13 2.78905e+13 2.74516e+13 4.28827e+13 5.42501e+13 4.68719e+13 4.62007e+13 5.22643e+13 3.41825e+13 3.65727e+13 3.53432e+13 6.68294e+13 3.83737e+13 3.52488e+13 3.07463e+13
threshold=113.48479755000001 16.500000000000004 65.00500000000001 4.5000000000000009 125.02000000000002 94.478249850000012 5160.5000000000009 56.520242650000007 9907.0000000000018 52.02416370000001 19.500000000000004 5325.0000000000009 51.707269950000004 56.067362750000008 51.567244500000008 6.0000000000000009 11.500000000000002 103.8879505 52.516286950000008 3.5000000000000004 55.60524465000001 1.5000000000000002 55.805000000000007 56.128722100000005 52.960348700000004 56.228352100000002 56.288960650000007 2.5000000000000004 2.5000000000000004 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=5 3 -3 -2 -5 -1 13 8 10 14 11 -8 -13 -7 -10 -16 -11 23 19 -19 -20 22 -21 24 28 27 -27 -25 -14 -26
right_child=1 2 -4 4 -6 6 7 -9 9 16 -12 12 17 -15 15 -17 -18 18 20 21 -22 -23 -24 25 29 26 -28 -29 -30 -31
leaf_value=7.7431672801722815 1266.2595131484939 1963.4127125459561 128951.10167410714 11380.838538240132 94941.1953125 -74458.256598610111 59375.885309855141 -24403.853746981549 8930.1933297489468 -5924.7147488882001 -56033.126220199745 -28702.467146381463 27400.089752064989 -15200.545533363449 -41358.256788296174 55392.934436035161 18108.190581838582 -10800.666845817803 -17258.251962072914 704.02328086737236 38376.130571029033 11711.674806912522 -80390.467642626361 4708.8535365749049 -93766.456437059867 -23143.723954252455 9461.5847046810504 35801.343222865398 -6514.768060258989 -22769.656728301372
leaf_weight=4007937 26063 34 21 57 29 86 96 788 178 7318 97 352 323 1369 576 32 517 1783 1457 4217 169 9304 81 1147 71 1007 1673 607 5982 433
leaf_count=4007937 26063 34 21 57 29 86 96 788 178 7318 97 352 323 1369 576 32 517 1783 1457 4217 169 9304 81 1147 71 1007 1673 607 5982 433
internal_value=0 1495.16 50449.6 1392.2 39558.2 -9.67963 -1770.25 -1125.43 -635.227 -6316.59 1065.49 1258.46 1063.42 -18703.1 -26030.8 -36266.1 -4338.88 1434.26 3968.34 5600.59 -11475.8 7750.53 -824.281 -2399.88 -6849.43 4433.01 -2789.74 15468.9 -4777.34 -32771.2
internal_weight=0 26204 55 26149 86 4.0476e+06 39663 38208 37420 8621 28799 28702 28606 1455 786 608 7835 28254 17011 15385 1626 13602 4298 11243 6809 4434 2680 1754 6305 504
internal_count=4073804 26204 55 26149 86 4047600 39663 38208 37420 8621 28799 28702 28606 1455 786 608 7835 28254 17011 15385 1626 13602 4298 11243 6809 4434 2680 1754 6305 504
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=1 4 6 1 0 4 6 5 6 0 6 3 0 6 1 6 0 7 7 4 4 3 6 4 0 4 5 0 6 6
split_gain=5.86833e+12 1.84706e+13 2.18558e+13 1.97834e+13 4.92583e+13 2.8629e+13 5.86858e+13 3.58996e+13 5.25802e+13 4.13025e+13 4.07662e+13 3.45844e+13 2.9427e+13 3.91189e+13 2.8525e+13 5.14766e+13 4.25733e+13 6.33995e+13 5.80521e+13 5.58649e+13 6.78708e+13 4.8682e+13 4.62326e+13 3.38271e+13 3.70915e+13 8.09706e+13 3.16104e+13 3.37871e+13 7.07798e+13 6.02184e+13
threshold=83.658467900000019 24.500000000000004 64.405000000000015 83.971434050000013 53.506098950000009 14.500000000000002 76.00500000000001 2.5000000000000004 78.010000000000005 53.341100000000004 120.05000000000001 13.500000000000002 53.379556850000007 59.025000000000013 83.754481100000007 62.010000000000012 53.310923100000004 6.0000000000000009 6.0000000000000009 4.5000000000000009 8.5000000000000018 9.5000000000000018 68.00500000000001 10.500000000000002 53.356310450000002 12.500000000000002 2.5000000000000004 53.341100000000004 118.04500000000002 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 11 -7 8 9 -8 -9 12 14 -14 26 -16 18 23 19 -17 -21 -19 -23 -18 -25 -26 -2 28 -28 -29
right_child=1 2 -4 -5 -6 6 7 10 -10 -11 -12 -13 13 -15 15 16 17 21 -20 20 -22 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-28.790259187063487 6123.9828843584282 -2328.6353350233262 -21382.345110296097 164.88078226434425 -33384.458470316138 1451.6552869883938 -23929.173363095237 -10826.897542377832 -2321.8068138266513 -196386.85409679881 -75081.400433629591 88230.438592155624 1739.1035704321557 -20153.748420658656 5609.0899728543227 -10211.295492788462 18805.072092822378 38452.071954765786 -68184.147693452382 224484.225296875 10256.410137648811 48533.550375600964 198887.47051235466 -41113.774656982423 185173.24331250001 -55017.378344726567 6807.4382472844709 -6206.7620063654877 176294.42050000001 -139811.98529411765
leaf_weight=3852148 13457 2480 795 178882 376 6060 21 1049 53 41 109 49 3665 1050 5439 26 1327 247 21 50 21 39 43 200 25 32 1710 4330 25 34
leaf_count=3852148 13457 2480 795 178882 376 6060 21 1049 53 41 109 49 3665 1050 5439 26 1327 247 21 50 21 39 43 200 25 32 1710 4330 25 34
internal_value=0 500.344 -6953.89 612.133 2637.64 2983.84 -2648.53 -22167.1 -75455.9 -137974 -16875 4283.06 4153.46 -3136.29 5425.25 10681.8 24266.5 20670.7 82561.3 115197 161121 60615.9 127378 12374 -20832.6 50329.4 3417.35 -2554.65 9249.61 -7247.68
internal_weight=0 221656 3275 218381 39499 39123 7333 1273 115 62 1158 31790 31741 4715 27026 7470 2031 1913 118 97 71 329 82 1584 257 57 19556 6099 1735 4364
internal_count=4073804 221656 3275 218381 39499 39123 7333 1273 115 62 1158 31790 31741 4715 27026 7470 2031 1913 118 97 71 329 82 1584 257 57 19556 6099 1735 4364
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=6 6 2 7 4 5 1 5 0 0 5 6 4 1 4 0 0 4 1 1 1 0 1 1 0 1 0 4 0 4
split_gain=5.62827e+12 4.748e+13 5.18276e+13 1.57997e+14 1.81669e+14 1.71795e+14 1.65352e+14 1.65279e+14 1.45022e+14 1.42088e+14 2.30397e+14 2.18294e+14 1.94183e+14 1.59434e+14 1.45455e+14 1.30538e+14 1.26015e+14 1.33556e+14 1.50246e+14 1.21976e+14 1.16938e+14 8.26682e+13 7.80711e+13 1.21576e+14 1.76177e+14 1.71072e+14 3.89878e+14 1.38327e+14 1.35483e+14 2.19942e+14
threshold=55.405000000000008 50.010000000000012 75.000000000000014 6.0000000000000009 23.500000000000004 2.5000000000000004 37.740454950000007 1.5000000000000002 55.876067900000002 55.660117850000006 1.5000000000000002 51.405000000000008 25.500000000000004 37.563506350000004 16.500000000000004 55.685785750000008 55.858844800000007 18.500000000000004 37.600779750000008 37.318079750000003 37.425454150000007 55.806294650000005 37.631035900000008 37.618684050000006 55.753967500000009 37.534144550000008 55.806294650000005 24.500000000000004 55.81943720000001 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 19 6 8 -6 9 -5 11 15 14 -13 -12 -11 17 18 -16 -3 -21 -8 23 25 27 28 -27 -25 -19 -30
right_child=-2 2 -4 5 7 -7 21 -9 -10 10 12 13 -14 -15 16 -17 -18 22 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=76.130267179279258 145.77027091128116 43797.132349936539 -1632.4465125362246 -681.80771627189915 -10143.534012130403 124893.36281565657 23795.82858096782 84391.291579594137 33123.228928910183 158020.42220643943 -16436.249228046621 -2604.6457804819174 3860.8942285177873 118863.88975838956 -365424.75486111111 -50217.024439117173 10634.396861746653 -58751.806297656258 -109176.52872916668 -17326.598941192206 7485.1286880058296 153046.82599909857 -28942.625092373459 -33469.470576791915 -260925.7702922078 245177.57009698276 -69334.399653836386 -300153.67898267665 -247037.59868502477 4507.4869066922174
leaf_weight=2143200 1605109 824 294092 4481 274 99 1023 569 696 33 1317 178 1129 275 27 343 245 875 150 2166 15439 52 647 126 77 58 123 23 101 53
leaf_count=2143200 1605109 824 294092 4481 274 99 1023 569 696 33 1317 178 1129 275 27 343 245 875 150 2166 15439 52 647 126 77 58 123 23 101 53
internal_value=0 -94.7777 -1220.11 2641.46 8269.08 -6298.88 -7378.34 53664.7 -11050.3 -14046.5 -24407.7 24383.8 -32577.4 71134.5 -43341 -31940.9 -57486.2 -64871 -148265 6192.54 4432.46 30048 -57784.6 -70779.6 -138106 -58204.6 31448.4 -74635.5 -73974.5 -160467
internal_weight=0 2.4687e+06 325495 31403 19272 12131 12032 843 10957 10261 5780 829 4951 453 3822 376 2505 2260 177 18429 17605 1075 2083 1436 226 1210 181 149 1029 154
internal_count=4073804 2468695 325495 31403 19272 12131 12032 843 10957 10261 5780 829 4951 453 3822 376 2505 2260 177 18429 17605 1075 2083 1436 226 1210 181 149 1029 154
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 0 1 6 0 6 5 1 6 6 0 0 7 6 4 0 7 1 0 7 1 0 6 6 0 1
split_gain=6.27219e+12 3.46632e+13 5.13722e+13 1.86388e+14 1.52089e+14 1.04276e+14 1.50393e+14 1.06031e+14 1.13959e+14 9.16754e+13 9.82166e+13 9.73643e+13 8.44883e+13 1.30667e+14 1.58056e+14 6.94844e+13 6.36855e+13 7.79637e+13 6.22287e+13 1.08576e+14 1.2407e+14 7.64978e+13 2.62324e+14 4.30876e+14 6.11342e+14 1.12525e+14 1.13413e+14 9.18105e+13 7.41079e+13 6.43914e+13
threshold=36.000000000000007 7.5000000000000009 11.500000000000002 9.5000000000000018 55.554045200000012 55.812023600000011 37.649344350000007 60.005000000000003 55.759969450000007 114.05000000000001 2.5000000000000004 37.729575300000008 45.605000000000011 47.805000000000007 55.743464250000009 55.834019500000004 6.0000000000000009 87.015000000000015 12.500000000000002 55.850146250000009 6.0000000000000009 37.586700500000006 55.667390500000003 6.0000000000000009 37.475446350000006 55.685785750000008 73.41500000000002 40.015000000000008 55.883833400000007 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -9 10 -3 15 -6 14 -14 -12 -13 -18 19 21 -21 22 -4 -24 -25 -23 29 -26 -20 -27
right_child=-2 2 18 4 5 6 -8 8 -10 -11 11 16 13 -15 -16 -17 17 -19 28 20 -22 25 23 24 27 26 -28 -29 -30 -31
leaf_value=-1512.7283638346676 34.377208728527101 5847.4095817903053 2825.7155960535047 -39402.976127845504 47719.394220307615 17204.329189770844 -152972.0849300987 34306.369391003922 -81055.770209911629 199141.7790081522 -38774.037158772066 8366.454194482536 62405.363038793104 79542.126625962497 378096.8139732143 6562.8892757901285 240068.16436244422 9864.4641129032261 1206.8758934272637 3204.3692157491405 78933.686484087782 -24665.174974612324 -40583.891340151546 79235.582572115396 -223874.80781250002 76340.964531249992 91465.801811305748 -473474.51763392857 -11109.092663763307 -522.14010650546993
leaf_weight=148926 3783399 6223 1519 290 779 584 57 634 99 23 1459 433 29 347 35 440 28 31 116274 1427 255 1655 1285 39 20 115 157 56 5100 2086
leaf_count=148926 3783399 6223 1519 290 779 584 57 634 99 23 1459 433 29 347 35 440 28 31 116274 1427 255 1655 1285 39 20 115 157 56 5100 2086
internal_value=0 -447.867 673.046 7082.05 29237.7 37001.3 2071.64 48644.5 18725.4 -239.039 -771.4 -17998 67073.7 103757 235049 -28269.4 21647.1 119114 106.487 -8106.56 14685.3 -13636.8 -25954.1 -57180.1 -242625 -4677.47 9351.21 -407790 689.373 3493.88
internal_weight=0 290405 141479 11491 2854 2564 641 1923 733 8637 8614 2391 1190 411 64 1899 492 59 129988 8614 1682 6932 2919 1400 115 4013 2358 76 121374 2201
internal_count=4073804 290405 141479 11491 2854 2564 641 1923 733 8637 8614 2391 1190 411 64 1899 492 59 129988 8614 1682 6932 2919 1400 115 4013 2358 76 121374 2201
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=3 4 6 3 1 6 1 1 3 1 0 1 0 1 0 6 0 0 6 2 6 5 1 1 1 6 2 6 1 1
split_gain=5.67558e+12 5.59422e+13 6.27293e+13 1.1818e+14 9.4182e+13 9.42934e+13 8.29292e+13 9.24305e+13 7.02208e+13 8.17725e+13 7.11318e+13 6.23551e+13 7.63088e+13 6.20542e+13 6.18914e+13 6.00327e+13 5.59242e+13 8.07849e+13 7.9604e+13 5.71105e+13 5.22454e+13 4.99388e+13 6.57968e+13 7.25305e+13 5.63506e+13 4.93113e+13 4.07826e+13 1.45632e+14 2.13286e+14 4.92329e+13
threshold=4.5000000000000009 6.5000000000000009 142.05000000000004 5.5000000000000009 30.362494150000003 168.45000000000002 82.648284550000014 40.377616600000003 5.5000000000000009 20.507515800000004 44.739668300000005 49.147669400000005 55.043091000000011 39.749243900000003 54.86311005000001 189.00000000000003 59.882709350000006 60.028671700000011 50.410000000000004 3658.0000000000005 47.005000000000003 3.5000000000000004 45.71452080000001 49.030112300000006 37.804148700000006 114.05000000000001 9651.0000000000018 99.050000000000011 82.901648750000021 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 9 25 13 21 14 -10 -13 -9 26 18 20 -19 -18 24 -23 -24 -7 -2 29 -28 -29 -12
right_child=1 -3 3 6 5 11 -8 15 10 -11 16 12 -14 -15 -16 -17 17 19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=124.98981144229916 -33530.611495378122 57.255369223973162 42136.673372395831 64147.417110320064 -69955.344213659584 -103713.03732421876 141058.98329613096 -7175.5788028492652 -48144.166721167057 -950.39793817329451 6620.502380509698 20788.520601760287 60578.675981500179 -8867.030444615777 -112691.24047379033 -185450.76127604168 -8310.649600563911 79236.142603326618 -68120.549097366034 -15613.44741558838 165041.44320312503 -45919.721316521194 -297703.22022603353 -43224.61893601191 31655.09259354441 -143571.05312818446 2943.9852086656974 346510.2721679688 15890.815337890626 -9970.5141987585739
leaf_weight=1920388 355 1940754 156 124 588 40 63 51 802 198278 2466 79 178 807 62 30 133 93 498 200 20 214 24 21 133 46 608 32 50 6511
leaf_count=1920388 355 1940754 156 124 588 40 63 51 802 198278 2466 79 178 807 62 30 133 93 498 200 20 214 24 21 133 46 608 32 50 6511
internal_value=0 -111.464 -1651.2 -20435.8 -31397.9 -39965 40714.6 9877.08 -1494.17 -1041.63 -8851.77 -16483.8 17048.4 -28444.6 -37904.7 -73203.4 -5880.81 -29112.6 -48738.1 14492.4 14349.8 -41244.9 -69032.5 -178947 356.103 -46153.7 -3612.19 19815.7 144913 -5412.93
internal_weight=0 2.15342e+06 212662 1763 1495 1339 268 205 210899 198679 12220 751 319 1609 141 81 10611 944 651 293 153 432 259 45 173 401 9667 690 82 8977
internal_count=4073804 2153416 212662 1763 1495 1339 268 205 210899 198679 12220 751 319 1609 141 81 10611 944 651 293 153 432 259 45 173 401 9667 690 82 8977
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 6 0 0 1 4 6 0 4 6 0 1 1 1 3 6 7 6 3 6 1 3 0 6 6 6
split_gain=5.60376e+12 1.78792e+13 6.39321e+13 5.72116e+13 7.30614e+13 4.5109e+13 4.37801e+13 3.72442e+13 7.80881e+13 3.46757e+13 3.31887e+13 3.16659e+13 3.07253e+13 2.9843e+13 2.99064e+13 5.93455e+13 2.76163e+13 2.58803e+13 3.11394e+13 3.26185e+13 3.0706e+13 4.34123e+13 2.60181e+13 2.69104e+13 2.53803e+13 2.51577e+13 6.54886e+13 7.33947e+13 7.23734e+13 6.07277e+13
threshold=60.753246850000004 39.749243900000003 42.186961750000002 34.382014200000008 61.78914120000001 76.605000000000004 61.686687400000004 63.565651350000003 33.882313700000005 9.5000000000000018 64.015000000000015 61.686687400000004 11.500000000000002 67.91500000000002 61.78914120000001 33.882313700000005 49.300375350000003 39.843340650000009 1.5000000000000002 64.805000000000021 6.0000000000000009 69.605000000000004 2.5000000000000004 89.00500000000001 118.02765200000002 2.5000000000000004 61.78914120000001 81.705000000000013 68.515000000000015 99.050000000000011
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 3 17 6 5 -5 -2 9 -9 13 -6 24 -11 14 -8 -16 -13 -3 -19 -20 22 -22 -21 -24 -4 -15 -27 28 -28 -29
right_child=1 2 11 4 10 -7 7 8 -10 12 -12 16 -14 25 15 -17 -18 18 19 20 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-13.931346781787083 -18653.789526331497 38882.092660147187 5244.5118222633646 -3181.7248893037486 -33579.323394086125 -60154.566196222178 9319.763187892504 2712.1516595203352 -49503.702979712398 -29511.109761499363 -99594.29317079742 -68439.054553022535 124.1967661406913 4393.6665261631088 -52210.319743846798 699.82932284395054 -1062.8872378705671 -20619.807751132357 9265.053091544647 5032.7345052083338 75896.321674547697 -3300.6684999234076 60231.944411148565 149090.28815658245 -62830.755601917619 12692.19573186203 196906.17056361609 194393.58500213624 -2267.6839488955711 57165.927548076928
leaf_weight=4017125 1026 431 12921 2887 611 146 5020 961 408 503 87 61 1149 713 226 3419 22474 257 1747 54 95 255 124 47 55 713 21 64 139 65
leaf_count=4017125 1026 431 12921 2887 611 146 5020 961 408 503 87 61 1149 713 226 3419 22474 257 1747 54 95 255 124 47 55 713 21 64 139 65
internal_value=0 987.384 2206.79 -1599.5 -12637.3 -5924.24 1255.02 2779.26 -12849.6 4557.52 -41807.6 1020.71 -8899.14 6699.17 4313.72 -2580.75 -1245.27 16199.7 12409.1 16064.7 36723.9 18195.7 65545.7 84655 4955.97 18751.6 28968.4 69123.9 23873.9 125248
internal_weight=0 56679 38521 18158 3731 3033 14427 13401 1369 12032 698 35511 1652 10380 8665 3645 22535 3010 2579 2322 575 350 225 171 12976 1715 1002 289 160 129
internal_count=4073804 56679 38521 18158 3731 3033 14427 13401 1369 12032 698 35511 1652 10380 8665 3645 22535 3010 2579 2322 575 350 225 171 12976 1715 1002 289 160 129
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=1 6 1 0 5 4 0 1 0 0 1 6 1 7 6 7 0 1 1 4 5 4 4 6 0 6 6 6 4 4
split_gain=5.69582e+12 3.55127e+13 2.43328e+13 7.39341e+13 4.43555e+13 3.57869e+13 3.78668e+13 1.80201e+14 6.69406e+13 1.74886e+14 1.30573e+14 6.64187e+13 6.56621e+13 9.09515e+13 6.51417e+13 1.18491e+14 9.94459e+13 7.26248e+13 8.22216e+13 7.58615e+13 1.21146e+14 6.04624e+13 1.567e+14 5.16927e+13 5.08228e+13 4.55787e+13 4.55478e+13 4.35823e+13 6.50494e+13 6.71166e+13
threshold=91.292296250000007 46.010000000000012 92.948588300000011 53.506098950000009 1.5000000000000002 4.5000000000000009 56.020150250000007 92.865667950000017 56.041614100000011 56.067362750000008 92.791023150000015 74.015000000000015 92.90968070000001 6.0000000000000009 84.810000000000016 6.0000000000000009 55.972700350000004 92.791023150000015 92.865667950000017 15.500000000000002 4.5000000000000009 15.500000000000002 18.500000000000004 149.05000000000004 56.105603650000006 112.00500000000001 108.05000000000001 98.020000000000024 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 -2 3 -3 -4 -5 12 8 10 11 27 -10 14 -14 -7 16 -16 19 -19 20 25 23 26 -20 -9 -18 -23 -8 -29 -30
right_child=1 2 4 5 -6 6 7 24 9 -11 -12 -13 13 -15 15 -17 17 18 21 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-22.498803732364976 -1177.8701264119638 -23252.642005405505 -16425.931137269486 -12468.36293175603 1038.747052824714 8105.9209113532625 11338.425569166064 13160.839529323006 -38598.908335459557 23553.585534406015 -31075.956622374884 -103266.74030472951 -21154.749805031377 49449.66776376401 11950.752254656029 -18606.847946441798 174379.95229591837 26624.332589146514 111299.25979218064 10546.078376464844 -7263.7352678571442 8487.9596590909096 215308.64184027782 267556.23137019231 -3950.6452738675835 329314.01883820567 -197407.5229166667 52404.683619791671 -140699.40830078124 -8005.1640335648153
leaf_weight=3931467 61950 972 1505 1172 43088 14074 2422 8310 1087 466 1313 186 1309 212 633 422 49 451 114 40 28 22 27 26 2194 31 21 60 72 81
leaf_count=3931467 61950 972 1505 1172 43088 14074 2422 8310 1087 466 1313 186 1309 212 633 422 49 451 114 40 28 22 27 26 2194 31 21 60 72 81
internal_value=0 621.436 2008.07 3949.99 449.32 4709.31 5307.59 1824.14 -12513.5 -28860.6 -5312.96 -48047.6 8538.04 -11313.8 10432.5 27999.6 41638.9 64868.3 50690.9 128188 171759 102377 26493 140318 9586.72 234417 -92065.6 7524.54 -35842.7 -70449.5
internal_weight=0 142337 80387 35794 44593 34822 33650 16191 5687 1739 3948 1273 17459 1521 15938 1864 1442 809 661 148 108 210 70 140 10504 80 43 2635 213 153
internal_count=4073804 142337 80387 35794 44593 34822 33650 16191 5687 1739 3948 1273 17459 1521 15938 1864 1442 809 661 148 108 210 70 140 10504 80 43 2635 213 153
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=6 1 0 6 4 1 0 5 4 4 5 0 6 6 5 7 6 6 1 5 1 1 4 4 7 0 4 0 4 3
split_gain=5.76177e+12 3.61842e+13 7.12147e+13 6.52936e+13 7.51784e+13 7.51119e+13 1.06249e+14 7.79614e+13 9.84564e+13 1.06114e+14 1.06713e+14 7.85536e+13 6.71648e+13 5.90831e+13 5.37982e+13 8.82521e+13 1.09971e+14 1.29673e+14 1.0048e+14 8.74178e+13 9.39917e+13 1.45845e+14 8.44878e+13 1.98877e+14 8.11652e+13 7.01139e+13 1.15632e+14 9.30235e+13 9.59759e+13 1.27257e+14
threshold=88.00500000000001 37.804148700000006 54.724612400000005 91.02500000000002 30.500000000000004 37.858952300000006 55.649510000000014 3.5000000000000004 16.500000000000004 20.500000000000004 2.5000000000000004 55.775215600000003 116.05000000000001 102.04000000000001 1.5000000000000002 6.0000000000000009 168.45000000000002 114.05000000000001 30.370944000000005 2.5000000000000004 37.631035900000008 37.600779750000008 14.500000000000002 13.500000000000002 6.0000000000000009 59.933037250000005 12.500000000000002 59.905532300000012 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 13 4 -3 6 -5 8 -8 12 -11 -12 -10 -2 15 16 17 -4 -19 20 21 22 23 25 -23 26 27 -16 29 -29
right_child=1 3 14 5 -6 -7 7 -9 9 10 11 -13 -14 -15 19 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=29.068102663256209 17116.014928560107 -6148.8081937298775 28085.122174328717 -118949.95148155969 120440.27187500001 -209.80232467676379 23869.088684958137 26232.312876946766 -87652.310193545854 -191778.56178175405 -49680.18864689317 62015.399261623483 -250549.15037715519 1788.8125834728871 -7382.8237665591041 -83041.559880514716 -54117.386211622812 85579.195554687511 276602.80723684211 834.22220335095483 46582.353670437056 -333045.81321022729 -39831.017077761862 72500.782044316686 -72065.600300480772 1816.8609758805674 -223663.49717741937 -75084.074883261506 -14327.736418430781 -270920.85508765245
leaf_weight=3844148 4892 25584 476 111 47 137259 209 307 199 31 129 123 29 5176 759 68 114 100 38 50815 236 22 1073 284 26 1117 31 174 186 41
leaf_count=3844148 4892 25584 476 111 47 137259 209 307 199 31 129 123 29 5176 759 68 114 100 38 50815 236 22 1073 284 26 1117 31 174 186 41
internal_value=0 -486.563 1497.86 -1280.54 -5916.68 -421.927 -26007.2 -15961.8 -33952.9 -57602.2 -16699.6 4837.9 -108372 9236.24 95.5968 25906 36082.4 52829.6 138180 -279.559 -14611.5 -18501 -16232.9 -6464.05 -191682 -16180.7 -33060 -27966.3 -66926 -112430
internal_weight=0 229656 65628 164028 25631 138397 1138 1027 720 511 283 252 228 10068 55560 796 728 614 138 54764 3949 3713 3665 2592 48 2308 1191 1160 401 215
internal_count=4073804 229656 65628 164028 25631 138397 1138 1027 720 511 283 252 228 10068 55560 796 728 614 138 54764 3949 3713 3665 2592 48 2308 1191 1160 401 215
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=2 2 0 6 1 1 0 1 6 3 0 4 0 6 4 6 6 1 0 6 6 6 2 6 1 4 6 6 4 3
split_gain=5.66238e+12 7.26946e+13 6.2555e+13 5.67887e+13 4.56495e+13 7.26646e+13 6.39198e+13 4.62296e+13 5.5511e+13 3.89118e+13 3.43824e+13 3.40462e+13 3.17081e+13 2.95075e+13 2.27522e+13 2.23229e+13 9.9138e+13 8.92873e+13 3.04902e+13 5.59001e+13 1.03173e+14 3.2844e+13 2.17887e+13 3.03769e+13 2.1356e+13 2.07647e+13 2.22274e+13 3.00028e+13 2.09959e+13 2.06163e+13
threshold=10180.500000000002 10876.500000000002 56.520242650000007 53.995000000000012 41.966773150000002 42.186961750000002 44.601833250000006 44.628646350000004 114.05000000000001 5.5000000000000009 44.990874950000006 17.500000000000004 43.472751400000007 247.90000000000001 7.5000000000000009 47.805000000000007 48.025000000000013 118.02765200000002 60.753246850000004 91.02500000000002 92.02500000000002 86.030000000000015 13916.000000000002 77.010000000000005 118.02765200000002 12.500000000000002 99.050000000000011 88.00500000000001 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 3 -2 6 14 25 8 12 -9 -8 13 -7 15 -6 -11 17 -17 22 21 -21 24 23 -18 -20 26 27 28 -3 -24
right_child=1 4 -4 -5 5 7 10 9 -10 11 -12 -13 -14 -15 -16 16 18 -19 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.361972192638252 5631.3281529334818 -21528.989322306559 -21424.626116050164 33329.153722446346 19960.882147164331 -6903.5350790679549 9899.6963030679271 2990.9417537260874 -107147.30651141827 5134.7981042619012 -9081.7832761193113 -139401.77078125 -44269.37596630364 104336.82741168479 4225.7783260784418 8646.2043459135912 -17548.045719529 -216365.64659722225 -17071.066511718753 -212636.63046875002 23350.987939453127 134528.67791193182 3062.6852549141699 -62258.525877592496 21822.548073527021 67808.707896839493 -97646.290983419225 93919.387421875013 -52164.583446301913 -33147.051988365209
leaf_weight=4042576 1403 847 410 1567 2443 1402 1439 13528 65 793 2833 20 271 23 1473 29 477 45 200 32 44 22 545 223 480 22 47 20 304 221
leaf_count=4042576 1403 847 410 1567 2443 1402 1439 13528 65 793 2833 20 271 23 1473 29 477 45 200 32 44 22 545 223 480 22 47 20 304 221
internal_value=0 1341.39 15190.4 20245 -339.499 1671.78 -8489.72 -958.093 -16478.9 658.929 -2687.97 -9343.44 -12956.2 -8513.45 14042.1 -9347.77 -14302.3 -128185 -10546.8 5454.13 -76012.2 14273.8 -19038.5 -31791.5 10383.2 -28477.6 -30216.8 -27510.4 -29620.4 -7384.25
internal_weight=0 31228 3380 2970 27848 22336 5512 18420 1738 16682 4272 3154 1673 3134 3916 3111 2318 74 2244 778 76 702 1466 700 680 1240 1218 1171 1151 766
internal_count=4073804 31228 3380 2970 27848 22336 5512 18420 1738 16682 4272 3154 1673 3134 3916 3111 2318 74 2244 778 76 702 1466 700 680 1240 1218 1171 1151 766
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=2 2 1 6 0 0 1 0 1 4 6 4 6 0 6 6 1 7 2 4 0 0 1 1 0 0 4 1 6 6
split_gain=5.74081e+12 1.4493e+14 5.22652e+13 5.19499e+13 5.09233e+13 4.31601e+14 7.48395e+13 1.34988e+14 7.73487e+13 6.67681e+13 6.64507e+13 4.30732e+13 4.14599e+13 1.00844e+14 1.0946e+14 9.79418e+13 7.76489e+13 4.79201e+13 2.24771e+14 1.01874e+14 1.11012e+14 2.68869e+14 3.41368e+14 1.13666e+14 1.16638e+14 2.0619e+14 1.27011e+14 1.0514e+14 9.44355e+13 8.71527e+13
threshold=5791.5000000000009 5873.0000000000009 28.601854300000003 68.00500000000001 56.986919400000012 57.60122925000001 60.620042600000012 57.100506200000005 60.516422150000004 5.5000000000000009 88.00500000000001 5.5000000000000009 39.005000000000003 53.310923100000004 35.57500000000001 39.355000000000011 82.956351500000011 6.0000000000000009 6082.0000000000009 15.500000000000002 55.030407050000001 55.080855950000007 82.973036600000015 82.973036600000015 56.802121050000004 56.83050475000001 13.500000000000002 83.015546400000019 130.05000000000004 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=2 3 -1 -2 12 6 7 8 -6 10 -8 -9 13 -3 -15 16 -14 -17 -19 20 27 22 -22 24 -23 -26 -27 -20 29 -21
right_child=1 4 -4 -5 5 -7 9 11 -10 -11 -12 -13 15 14 -16 17 -18 18 19 28 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-32582.312076540678 -17410.604637926532 -4292.5088544761638 79.840080031698619 -54815.066533660894 -5374.9598911885196 1036.8824611073067 -26237.965839799657 -19376.143910509232 38328.152017287197 -69375.899983204901 -152833.07589285713 -41738.817836635193 14777.01853917979 542.37837888216234 5742.3121032343106 -726.68122661540815 -8361.0116364999321 39961.64754936433 810.83774696185901 -2340.3661081142818 56388.241144440617 -6678.2131343409101 -7198.6735448626005 32332.989571285972 72369.268089848789 17491.788226881697 -29458.340866652867 15624.189871902185 34093.02405417859 -56421.038937081947
leaf_weight=490 2080 29016 2925085 452 1749 47434 3246 3345 527 439 42 1160 1557 142698 56514 512664 21181 1461 212350 87912 2349 8186 1318 1185 534 2129 790 4902 710 299
leaf_count=490 2080 29016 2925085 452 1749 47434 3246 3345 527 439 42 1160 1557 142698 56514 512664 21181 1461 212350 87912 2349 8186 1318 1185 534 2129 790 4902 710 299
internal_value=0 -189.486 74.3695 -24087.9 -136.671 -3025.3 -21362.3 -15105.8 4744.35 -32745.8 -27855.1 -25134.3 17.1995 1215.3 2017.54 -300.93 -6776.62 -124.966 826.758 649.558 1745.5 9655.45 33533.7 2827.5 -176.539 15236.9 4785.18 1145.08 -2231.31 -2523.68
internal_weight=0 1.14823e+06 2.92558e+06 2532 1.1457e+06 57942 10508 6781 2276 3727 3288 4505 1.08776e+06 228228 199212 859527 22738 836789 324125 322664 233743 16491 3667 12824 11639 3453 2919 217252 88921 88211
internal_count=4073804 1148229 2925575 2532 1145697 57942 10508 6781 2276 3727 3288 4505 1087755 228228 199212 859527 22738 836789 324125 322664 233743 16491 3667 12824 11639 3453 2919 217252 88921 88211
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 0 1 1 4 0 4 1 0 1 1 0 6 5 6 6 4 1 7 4 6 1 0 1
split_gain=6.03709e+12 1.03035e+14 2.96944e+14 1.89663e+14 1.77461e+14 1.16108e+14 9.88161e+13 8.82449e+13 1.30756e+14 1.451e+14 2.38462e+14 1.80017e+14 1.47461e+14 1.03505e+14 1.33755e+14 8.74605e+13 8.61032e+13 9.91613e+13 7.78002e+13 1.4802e+14 2.39038e+14 8.24296e+13 2.03246e+14 2.02636e+14 1.34418e+14 7.82817e+13 7.46255e+13 7.12828e+13 1.79157e+14 1.26291e+14
threshold=56.115175650000005 56.020150250000007 92.865667950000017 9.5000000000000018 36.049731800000011 37.425454150000007 73.995000000000019 56.324067350000007 47.386825600000002 43.932356550000009 13.500000000000002 56.309668500000008 9.5000000000000018 43.047633000000012 56.288960650000007 92.791023150000015 86.169282750000022 56.228352100000002 65.00500000000001 1.5000000000000002 36.405000000000008 97.020000000000024 9.5000000000000018 43.997056950000008 6.0000000000000009 8.5000000000000018 99.050000000000011 38.166910000000009 56.228352100000002 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 15 8 9 12 11 -11 -2 27 -15 -7 17 -10 19 20 -13 -20 24 -24 25 -23 -3 28 29 -14
right_child=7 2 -4 4 5 6 -8 -9 16 10 -12 18 13 14 -16 -17 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.119065499178355 -3694.1468548634352 -2709.7807206601333 5801.2660206175624 214343.17391098489 -70936.627243293144 -10818.409353671668 -37460.263364253318 -99.999839612624868 -12159.824672871015 8749.3000818904366 -3104.099487388527 8100.3932600037124 13437.147758613324 6088.2984301514216 -41381.935643796489 -36306.821038344497 -880.37769370111516 -59732.837807280448 59267.445649035733 3851.8638265602381 82178.41697289054 46817.816042375118 -153451.54400820975 49762.211602492564 -37631.359472064396 135616.64208504101 -48212.566748847341 29378.596663515167 -29228.011071188463 79689.438427138914
leaf_weight=2928674 30560 23649 20045 33 401 12621 1967 975160 3938 31923 14717 968 2343 3157 731 1507 10719 493 1239 2590 792 533 118 84 165 122 366 2923 938 328
leaf_count=2928674 30560 23649 20045 33 401 12621 1967 975160 3938 31923 14717 968 2343 3157 731 1507 10719 493 1239 2590 792 533 118 84 165 122 366 2923 938 328
internal_value=0 -73.3254 -4155.1 -9077.53 -17321.7 -17785.1 -16460.9 202.103 2895.43 4281.77 7724.15 11859.7 -191.396 10081.5 -2836.79 -13537.2 -5727.42 -17452.9 26879.1 19058.1 41435.5 41926.2 20902.8 -68946.8 43036.5 63357.4 -3403.26 17770.8 8369.49 21573
internal_weight=0 2.98926e+06 60589 40544 16529 16496 16095 1.08454e+06 109381 94231 53251 38534 40980 10420 3888 14128 15150 4431 6611 4350 1760 2261 1022 202 820 655 24015 6532 3609 2671
internal_count=4073804 2989263 60589 40544 16529 16496 16095 1084541 109381 94231 53251 38534 40980 10420 3888 14128 15150 4431 6611 4350 1760 2261 1022 202 820 655 24015 6532 3609 2671
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=4 3 6 6 0 6 2 5 0 0 0 1 1 1 3 5 1 1 1 0 0 1 0 5 1 1 0 0 1 1
split_gain=6.00378e+12 1.27037e+13 1.25351e+13 3.67736e+13 3.25804e+13 2.57747e+13 2.58505e+13 4.69108e+13 2.97506e+13 2.77307e+13 2.3767e+13 2.88567e+13 1.99797e+13 4.13101e+13 2.73774e+13 4.54168e+13 1.94062e+13 3.87214e+13 2.57272e+13 4.1078e+13 5.75152e+13 2.27371e+13 2.18699e+13 2.63408e+13 1.88818e+13 4.34771e+13 1.83963e+13 1.73639e+13 4.11541e+13 4.56515e+13
threshold=2.5000000000000004 7.5000000000000009 101.02000000000002 114.05000000000001 56.288960650000007 99.050000000000011 6240.0000000000009 4.5000000000000009 45.053967500000006 47.285193200000002 43.051287600000009 47.256487700000001 34.382014200000008 36.049731800000011 1.5000000000000002 4.5000000000000009 82.991167100000027 82.906746050000024 49.111590500000005 55.633951400000008 55.520061350000013 37.318079750000003 47.285193200000002 5.5000000000000009 38.97264950000001 40.377616600000003 54.947759400000002 44.878071950000013 42.186961750000002 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 8 24 -9 11 -5 14 -14 26 -16 17 18 19 20 21 -15 23 -23 -7 -26 -12 28 29 -4
right_child=-2 -3 3 10 -6 6 -8 9 -10 -11 12 -13 13 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=644.11817429774817 -20.42713273101236 62757.413171756634 42366.982062126612 42602.515078124998 66945.086727294925 -6259.1783097550679 -69528.02427545363 174622.23656250001 -3876.2967500737032 10091.293936011905 -18630.168365119487 -100813.16818484043 148358.31140625 -79030.16264204547 -60945.996543560614 115775.98877704328 -23869.109553962815 131272.82843750002 26516.279149704515 -45939.211682331232 169869.2215029762 8322.4741643962079 -33301.0248013132 104082.13968750001 -175495.13698660716 -24585.476264880956 -117062.35680414246 6176.4530981328498 -10573.584552228011 232768.29812500003
leaf_weight=108975 3961637 33 34 20 160 37 93 20 265 21 34 47 20 33 33 26 221 25 427 181 21 676 123 30 35 42 43 418 54 20
leaf_count=108975 3961637 33 34 20 160 37 93 20 265 21 34 47 20 33 33 26 221 25 427 181 21 676 123 30 35 42 43 418 54 20
internal_value=0 721.468 703.211 7504.38 27431.3 538.847 -21823.5 -11260.4 -22252.6 90350.3 529.969 -58002.5 2601.64 5459.91 -34324.6 16931.5 3814.56 7850.24 5780.78 -2540.7 6355.25 2371.73 5612.1 12391.6 -64969.4 -93180.8 -73598.8 15411.8 51156.2 112886
internal_weight=0 112167 112134 2646 686 109488 513 420 379 41 1960 67 1893 1757 136 59 1737 1516 1491 1064 883 862 829 706 114 77 77 526 108 54
internal_count=4073804 112167 112134 2646 686 109488 513 420 379 41 1960 67 1893 1757 136 59 1737 1516 1491 1064 883 862 829 706 114 77 77 526 108 54
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 5 6 7 0 4 4 1 0 0 7 4 6 3 0 7 4 0 5 6 4 6 3 6 4
split_gain=5.78978e+12 5.56859e+13 6.28136e+13 1.48407e+14 7.55033e+13 2.05795e+14 8.17853e+13 9.2278e+13 7.85689e+13 7.52581e+13 2.53506e+14 1.60537e+14 1.26885e+14 3.59468e+14 2.35343e+14 2.03642e+14 1.08238e+14 3.02573e+14 2.43996e+14 1.91432e+14 4.06959e+14 1.59944e+14 1.23447e+14 2.3323e+14 1.08663e+14 1.05616e+14 1.03295e+14 9.97201e+13 9.53046e+13 1.10965e+14
threshold=37.682335600000009 37.71815560000001 55.743464250000009 55.685785750000008 55.806294650000005 72.020000000000024 3.5000000000000004 108.05000000000001 6.0000000000000009 55.850146250000009 25.500000000000004 26.500000000000004 37.702956500000006 55.840017500000009 55.82518790000001 6.0000000000000009 20.500000000000004 89.00500000000001 6.5000000000000009 55.858844800000007 6.0000000000000009 21.500000000000004 55.876067900000002 2.5000000000000004 88.825000000000003 14.500000000000002 70.00500000000001 5.5000000000000009 91.02500000000002 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 5 -4 9 -8 -9 12 16 -12 13 -6 25 -15 19 21 -19 20 -11 26 23 -23 27 -14 -18 -24 -21 -30
right_child=1 -3 4 -5 6 -7 7 8 -10 10 11 -13 14 15 -16 -17 17 18 -20 28 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=227.22254671067481 -6179.4904071344226 -20.838135726593599 -668.24220056487741 -42784.563704227578 -27065.546021775641 45260.184918962637 -98179.619142628217 182050.33368252844 -24214.533736413043 -51245.92596179781 181084.37200895327 36336.276589786306 -41938.387689896554 -116475.76838631465 -129138.43487028303 171955.00557076035 -52046.363963832817 -187157.71488486844 75526.59394886189 2782.7367677473717 122377.62887912328 -11127.465564719918 -42262.955734147145 -97970.265627903878 -141007.18405761718 53481.496786442156 -167135.94507728494 7758.5039271300548 -213017.99288504466 -28571.194664524024
leaf_weight=879340 10441 3162899 4968 1239 816 1214 195 22 115 210 113 238 415 29 265 157 483 38 509 4873 378 970 476 454 56 161 93 2449 42 146
leaf_count=879340 10441 3162899 4968 1239 816 1214 195 22 115 210 113 238 415 29 265 157 483 38 509 4873 378 970 476 454 56 161 93 2449 42 146
internal_value=0 -62.5475 -4241.94 -10062.5 -823.074 8351.03 -4961.9 -53989.7 8908.29 -3744.54 -744.824 82936.1 -22507.8 1530.59 -51148.2 126985 -3372.72 -13320.6 57278 6362.05 60369.2 -21073.5 -14593.7 -38814.7 -3023.48 -15267.2 -70628.5 -381.74 87.3594 -69777.4
internal_weight=0 3.19446e+06 31565 11680 19885 6182 13703 332 137 13371 11528 351 1843 1002 841 186 11177 5528 547 5649 588 4981 4405 1424 2981 576 576 2925 5061 188
internal_count=4073804 3194464 31565 11680 19885 6182 13703 332 137 13371 11528 351 1843 1002 841 186 11177 5528 547 5649 588 4981 4405 1424 2981 576 576 2925 5061 188
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=0 6 1 5 4 0 1 1 4 1 1 0 0 1 6 6 3 3 4 6 0 5 7 3 6 1 4 0 6 4
split_gain=5.83148e+12 3.78304e+13 7.40682e+13 1.15484e+14 1.62539e+14 2.69712e+14 3.91704e+14 2.76182e+14 2.76162e+14 1.90745e+14 1.41955e+14 1.43794e+14 1.34269e+14 4.07297e+14 1.30131e+14 1.86052e+14 1.44253e+14 1.26613e+14 1.14961e+14 1.12835e+14 1.39016e+14 1.18884e+14 1.35177e+14 1.00199e+14 9.52166e+13 8.77701e+13 1.73779e+14 2.26641e+14 2.10566e+14 1.81032e+14
threshold=59.963561900000009 65.410000000000011 30.226173900000003 2.5000000000000004 10.500000000000002 59.990753350000013 30.315889700000003 30.277905650000005 11.500000000000002 30.323041000000003 30.410676000000006 59.982409200000006 59.990753350000013 30.303340300000002 82.905000000000015 76.00500000000001 5.5000000000000009 5.5000000000000009 17.500000000000004 75.605000000000004 60.002985000000002 1.5000000000000002 6.0000000000000009 2.5000000000000004 70.50500000000001 30.303340300000002 17.500000000000004 60.028671700000011 83.010000000000005 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 23 4 12 6 14 18 -9 -8 -11 -12 13 -4 15 16 -6 -15 -7 21 -21 22 -10 -3 -14 26 29 28 -28 -5
right_child=1 2 3 25 5 7 9 8 19 10 11 -13 24 17 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=27.693605862250298 200.89341073566573 -16697.72847534468 129786.88669425795 27422.244930156805 -74491.787985641902 -10152.444591515345 -121034.62560771695 -117615.6567571272 6605.7138020833336 -32476.848105712896 -168940.09862903226 55472.471316964286 19054.286623839092 -43765.01810230218 -75629.575834517047 239047.43465786637 105117.48397746129 43549.270097794768 -67911.11659085282 -154348.14699337122 -4433.5090292621744 21439.822225483585 260967.46375000002 15371.892811650658 -26072.300819808566 1379.0943024819362 91269.307861015797 -19510.944806555235 8209.6664770759216 -33635.779999422601
leaf_weight=3866640 161577 1271 313 566 74 555 556 171 39 900 155 35 737 404 66 58 113 282 909 66 985 2006 45 4173 1279 23587 469 1481 874 3418
leaf_count=3866640 161577 1271 313 566 74 555 556 171 39 900 155 35 737 404 66 58 113 282 909 66 985 2006 45 4173 1279 23587 469 1481 874 3418
internal_value=0 -516.891 -3060.98 -4545.38 -14016.5 -22657.4 -53924.1 -9845.61 6142.26 -73371 -49058.1 -127601 5280.15 35258.4 49000.3 82574 34042.2 -7871.97 -46014.9 12879.8 -13847.7 26320.3 142871 7884.66 -9575.13 -1507.9 -11510.2 7466.3 37215.6 -24961.4
internal_weight=0 207164 45587 40143 9748 6733 1957 4776 3312 1646 1090 190 3015 999 311 245 187 686 1464 3141 1051 2090 84 5444 2016 30395 6808 2824 1343 3984
internal_count=4073804 207164 45587 40143 9748 6733 1957 4776 3312 1646 1090 190 3015 999 311 245 187 686 1464 3141 1051 2090 84 5444 2016 30395 6808 2824 1343 3984
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=4 4 0 1 0 4 3 0 6 3 3 6 1 1 0 7 5 6 3 3 3 3 6 5 6 6 6 1 6 4
split_gain=5.79007e+12 2.03608e+13 1.91325e+13 1.81592e+13 1.52406e+13 7.48657e+13 3.44502e+13 2.31653e+13 1.06724e+14 3.5688e+13 1.51594e+13 1.47575e+13 1.38487e+13 1.89968e+13 1.19366e+13 4.59745e+13 1.88142e+13 1.84871e+13 2.01502e+13 6.9567e+13 1.20406e+13 3.43978e+13 1.11607e+13 1.05863e+13 4.34659e+13 4.20172e+13 2.51239e+13 2.53564e+13 1.64001e+13 1.49355e+13
threshold=36.500000000000007 35.500000000000007 55.633951400000008 37.475446350000006 55.759969450000007 37.500000000000007 20.500000000000004 55.791814000000009 71.715000000000018 24.500000000000004 26.500000000000004 58.605000000000011 37.649344350000007 37.600779750000008 55.768246800000007 6.0000000000000009 2.5000000000000004 45.005000000000003 25.500000000000004 31.500000000000004 21.500000000000004 12.500000000000002 51.015000000000008 2.5000000000000004 138.05000000000004 122.65000000000002 63.005000000000003 37.488790500000007 59.815000000000005 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 -1 -2 11 5 6 -4 8 9 22 -7 -3 13 14 15 20 17 18 -16 -20 21 -5 -6 25 -25 26 27 -9 29 -29
right_child=2 3 4 12 7 10 -8 23 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.33968895792174714 -79124.59079733456 36900.696758410391 211209.01587500001 32102.084843750003 -24083.717294034093 -7133.0906009970558 37470.931752232143 -108125.98870738636 -211224.85533014114 -94437.603960971173 27556.983307225957 138834.40630859375 -30223.177855009191 85843.296258223694 -21108.504233461852 118269.07925441577 44381.750550426135 -44348.877996055824 191233.83729619568 -35321.774041193181 37202.921093750003 -134768.60470145088 60413.985414632167 23834.126596907387 -41381.671329108591 99406.549448529418 -31534.989609375003 8741.1429590723546 63935.863701923081 -20816.130947107551
leaf_weight=4070412 34 49 25 30 22 579 21 22 31 29 161 20 68 38 77 46 77 103 23 33 39 21 54 386 139 34 470 444 39 278
leaf_count=4070412 34 49 25 30 22 579 21 22 31 29 161 20 68 38 77 46 77 103 23 33 39 21 54 386 139 34 470 444 39 278
internal_value=0 3.10865 -4572.05 18065.3 -3644.92 8109.07 131894 -8387.55 -48192.3 -58.8294 414.344 66446.7 12050.4 17953 12207.3 36942.7 1459.63 -12544.6 12085.8 57727.9 -4624.05 -36609.4 35954.1 -5400 6567.47 -10281.8 -13258.2 -2287.47 772.249 -2639.64
internal_weight=0 4.07104e+06 2768 624 2734 786 46 1948 136 105 740 69 555 487 449 136 313 236 133 56 90 51 76 1812 525 1287 1253 783 761 722
internal_count=4073804 4071036 2768 624 2734 786 46 1948 136 105 740 69 555 487 449 136 313 236 133 56 90 51 76 1812 525 1287 1253 783 761 722
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=0 0 6 0 4 1 4 1 1 7 1 4 0 1 1 1 4 6 4 1 5 1 4 6 1 1 6 0 1 7
split_gain=5.76533e+12 1.53529e+14 1.47639e+14 1.16286e+14 2.02945e+14 1.65875e+14 2.23895e+14 1.99762e+14 1.73965e+14 1.88055e+14 2.58227e+14 2.26937e+14 1.63025e+14 2.04822e+14 3.49727e+14 3.34662e+14 2.44311e+14 2.34577e+14 2.2782e+14 1.63231e+14 1.57029e+14 1.55579e+14 1.75041e+14 1.55459e+14 1.44976e+14 5.00039e+14 6.81601e+14 3.32862e+14 3.05722e+14 2.85456e+14
threshold=55.728148450000006 55.753967500000009 70.00500000000001 55.783232450000007 13.500000000000002 37.475446350000006 17.500000000000004 37.488790500000007 37.649344350000007 6.0000000000000009 37.503969450000007 15.500000000000002 55.791814000000009 37.517483500000004 37.858952300000006 37.46219940000001 12.500000000000002 46.420000000000009 22.500000000000004 38.430814800000007 1.5000000000000002 37.586700500000006 10.500000000000002 66.50500000000001 37.682335600000009 37.563506350000004 64.805000000000021 55.759969450000007 37.600779750000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 24 20 8 -8 9 11 -11 -7 13 15 16 17 21 -5 -17 -16 -6 22 -15 -20 25 -3 27 28 -27 -29
right_child=1 3 -4 12 5 6 7 -9 -10 10 -12 -13 -14 14 19 18 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-96.822068489824858 2841.7421659059964 -8856.4720601599511 15909.187287352004 -23793.67207171466 -23336.051984120633 46152.429182713473 -188527.22842447917 -5700.1883624035117 -17076.099262288099 229634.38020833337 -82997.858750729458 -48611.746738815746 9.4743888063754209 -90572.778321296952 -36966.835164672833 -11780.815493242593 63506.173926128809 93634.289767944341 -113692.56113881597 8656.9747169300954 42793.225193624923 27117.700256762637 72906.825956811808 -5399.5487637362639 -3002.635934719734 207753.88689123376 -55822.068820096145 74898.576879513115 1053.4408715651441 233619.69008022343
leaf_weight=2450546 59433 4965 10118 296 549 355 60 15130 5358 27 1230 877 1474171 248 863 1228 2081 400 488 8587 1038 1662 89 182 30215 77 615 1783 1012 121
leaf_count=2450546 59433 4965 10118 296 549 355 60 15130 5358 27 1230 877 1474171 248 863 1228 2081 400 488 8587 1038 1662 89 182 30215 77 615 1783 1012 121
internal_value=0 146.167 4742.74 -59.5965 -4253.6 -11353.8 -13508 -6422.35 -27224.3 -49070.2 -76282.6 -21305.5 118.858 10119.5 15054.5 -15620.9 39522.7 43693.7 -37371.7 4490.48 19916.7 14555.4 -47398.6 -84275.7 253.885 11731.3 40062.3 59764.5 15668.6 84985.4
internal_weight=0 1.62326e+06 69551 1.55371e+06 63412 24624 23037 15190 7847 2489 1257 1232 1.4903e+06 16124 13530 2594 4080 696 1898 9450 1587 1999 337 670 38788 8573 3608 2993 1089 1904
internal_count=4073804 1623258 69551 1553707 63412 24624 23037 15190 7847 2489 1257 1232 1490295 16124 13530 2594 4080 696 1898 9450 1587 1999 337 670 38788 8573 3608 2993 1089 1904
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 1 7 0 4 4 0 6 6 6 0 1 1 0 6 1 6 1 0 1 1 4 4 6 6
split_gain=6.05607e+12 3.01861e+13 6.73644e+13 2.41836e+14 9.92996e+13 9.92826e+13 1.02045e+14 2.92808e+14 1.01446e+14 8.58899e+13 1.55302e+14 1.15444e+14 8.28001e+13 8.0542e+13 7.42541e+13 7.37693e+13 2.86816e+14 1.96796e+14 1.30567e+14 1.44393e+14 1.27734e+14 1.49022e+14 1.37177e+14 1.21928e+14 1.51816e+14 1.59971e+14 1.85368e+14 1.18863e+14 1.16377e+14 1.05058e+14
threshold=3062.5000000000005 56.782540950000005 55.214863500000007 55.972700350000004 61.273924650000005 40.024897700000004 40.965343750000009 6.0000000000000009 56.115175650000005 27.500000000000004 26.500000000000004 56.760749800000006 53.995000000000012 92.02500000000002 63.855000000000011 55.123213100000008 59.999510900000011 61.511492200000006 55.173955500000005 46.805000000000007 61.381045500000006 106.49500000000002 61.335446300000008 55.071632200000003 82.956351500000011 82.981285100000022 19.500000000000004 19.500000000000004 79.710000000000022 59.815000000000005
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 15 4 -4 -5 7 12 -9 10 -8 -12 -7 -10 -6 23 -17 18 19 -18 22 -22 27 -2 -25 -26 29 -21 -19 -27
right_child=1 -3 3 5 14 6 9 8 13 -11 11 -13 -14 -15 -16 16 17 28 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-114.49102178906033 167.96401753108108 896.05722500828381 -26479.608978134715 -21605.959699078419 -5188.3502004144248 32538.652259596503 -702.82974259765319 -28794.342734931852 5523.2981016344838 -31602.491966765272 176605.29744571834 34985.659817879663 81432.707306502358 103029.55653742011 -22109.925544372076 -35486.788672155286 3339.6495909939254 -7041.6188158206369 2006.8025271181793 25323.138160718448 13369.345383070369 -35692.188975381134 51692.646577783373 -8044.7542052626441 7240.2273802093232 -15258.642945471947 62676.907290725074 -24664.669285863198 -65522.424404837868 -62951.686600421453
leaf_weight=2164887 1203075 405065 4025 2206 12041 895 128869 1004 2269 896 77 228 565 88 3305 1900 15246 10223 43599 3480 10475 658 1800 38994 14586 1544 242 551 352 659
leaf_count=2164887 1203075 405065 4025 2206 12041 895 128869 1004 2269 896 77 228 565 88 3305 1900 15246 10223 43599 3480 10475 658 1800 38994 14586 1544 242 551 352 659
internal_value=0 129.843 -76.5377 -2040.56 -12499.4 -562.778 -218.639 14067.8 -2175.11 -748.162 -534.145 70738.8 51460 9163.75 -8832.67 151.538 2945.89 3791.21 5573.88 10402.2 16749.6 10469.6 28739.7 -44.3925 -4604.51 3272.22 -20399.5 18490.3 -8988.21 -29525.4
internal_weight=0 1.90892e+06 1.50385e+06 156468 19371 137097 134891 4821 3361 130070 129174 305 1460 2357 15346 1.34738e+06 88284 86384 75809 32210 16964 11133 5831 1.2591e+06 56025 17031 2445 4031 10575 2203
internal_count=4073804 1908917 1503852 156468 19371 137097 134891 4821 3361 130070 129174 305 1460 2357 15346 1347384 88284 86384 75809 32210 16964 11133 5831 1259100 56025 17031 2445 4031 10575 2203
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 7 6 6 6 4 6 3 1 1 0 1 4 1 4 4 1 6 4 4 4 6 4 6 4 6
split_gain=6.06142e+12 7.36716e+13 1.28843e+14 1.30629e+14 7.98722e+13 7.94596e+13 6.21381e+13 1.16162e+14 5.38683e+13 6.28282e+13 5.7553e+13 5.50686e+13 4.96809e+13 1.00121e+14 1.25846e+14 1.67293e+14 1.9937e+14 1.44013e+14 2.01456e+14 1.34312e+14 1.24874e+14 1.27729e+14 1.76052e+14 1.68692e+14 1.36e+14 1.12903e+14 1.11288e+14 1.61652e+14 1.09959e+14 1.31618e+14
threshold=47.234875100000004 47.222459950000008 39.703507450000011 39.749243900000003 7.5000000000000009 6.0000000000000009 92.02500000000002 106.49500000000002 120.05000000000001 19.500000000000004 149.05000000000004 7.5000000000000009 39.712886600000012 39.908802000000009 43.6005307 39.763755750000009 8.5000000000000018 39.723160900000003 6.5000000000000009 20.500000000000004 40.377616600000003 64.015000000000015 12.500000000000002 19.500000000000004 15.500000000000002 55.015000000000008 5.5000000000000009 80.030000000000015 17.500000000000004 65.00500000000001
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 5 4 -4 -3 -6 -8 9 -9 -10 -12 -1 14 15 17 -17 -14 -19 26 21 22 -15 25 -23 -24 27 -16 29 -20
right_child=-2 2 3 -5 6 -7 7 8 10 -11 11 -13 13 20 19 16 -18 18 28 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=585.55401600778703 -54.603224481484247 1454.1865470652665 5243.3511315939413 -461.32053239511589 20912.730177938633 -19122.035410551623 96260.29930915602 10303.254225877785 80974.663318761202 -121108.73087635869 80797.243210565473 -64435.411147673236 -5113.0422734946696 7855.7255076481079 -3268.2024648127754 2947.8268982086424 -34683.290640051462 -794.22204117229489 27910.356932940242 12172.300087440692 -925.96298037080487 21082.29073168481 -44910.226665121823 70963.51262081186 92333.250394492585 -155790.71175182713 -18962.874492231971 -57845.305022536719 6739.7396603518646 75209.749664445189
leaf_weight=471063 3393752 12576 3131 5830 5851 2206 330 174 192 46 42 69 5953 8712 12663 3195 2517 3925 1980 2553 119350 2312 354 97 303 124 11807 567 1293 837
leaf_count=471063 3393752 12576 3131 5830 5851 2206 330 174 192 46 42 69 5953 8712 12663 3195 2517 3925 1980 2553 119350 2312 354 97 303 124 11807 567 1293 837
internal_value=0 272.494 5080.13 11399.3 18430.1 -1616.52 24588.7 49803.3 20490.1 -17173.8 47836.9 -9482.51 47.1596 -1373.33 -5318.45 786.434 -13634.4 6675.17 15408.9 -9677.5 48.0893 9815.62 4318.54 -49274.4 29338.1 -73674.2 -11905.5 -5607.22 30882.6 41964.2
internal_weight=0 680052 30447 15665 9835 14782 6704 853 523 220 303 111 649605 178542 47290 19700 5712 13988 8035 27590 131252 11902 9287 575 2615 478 25037 13230 4110 2817
internal_count=4073804 680052 30447 15665 9835 14782 6704 853 523 220 303 111 649605 178542 47290 19700 5712 13988 8035 27590 131252 11902 9287 575 2615 478 25037 13230 4110 2817
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 0 0 1 4 0 3 0 1 6 3 1 0 0 3 4 1 6 6 3 5 0 3 3 6 6
split_gain=5.92334e+12 2.82671e+13 2.0146e+14 7.64049e+13 9.07191e+13 9.68746e+13 1.4157e+14 1.48616e+14 1.27583e+14 1.25381e+14 1.22131e+14 8.90115e+13 1.79396e+14 9.31112e+13 1.41886e+14 9.17294e+13 1.17847e+14 7.81548e+13 8.10939e+13 7.3652e+13 1.11426e+14 7.17732e+13 1.30005e+14 6.99465e+13 1.12088e+14 7.30474e+13 6.87636e+13 6.77236e+13 6.76936e+13 8.93694e+13
threshold=97.020000000000024 45.07004340000001 45.082176650000008 39.008519500000006 39.069277450000008 45.00849250000001 45.015054600000006 39.033214400000013 23.500000000000004 45.029425500000009 21.500000000000004 45.055912800000009 38.97264950000001 138.05000000000004 12.500000000000002 38.958307950000012 45.059854000000009 45.040161900000008 16.500000000000004 15.500000000000002 38.948208550000011 112.00500000000001 128.05000000000004 4.5000000000000009 3.5000000000000004 45.063245050000006 4.5000000000000009 8.5000000000000018 122.65000000000002 108.05000000000001
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 11 5 -5 8 10 -7 -9 17 -2 15 14 -14 16 -13 18 -8 20 -18 -22 -23 24 -15 -25 -24 -6 29 -21
right_child=1 2 -4 4 27 6 7 9 -10 -11 -12 12 13 23 -16 -17 19 -19 -20 28 21 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=22.837167550086846 3181.0858300016462 -59860.755907451923 -1025.846941890266 -77361.554816960008 4654.5338992001716 6247.6315055883679 16116.308153351816 -32451.996424932069 145018.18908716575 -139218.59779431575 -143654.73905009922 -74983.338252840913 103336.0972887345 34793.626400862071 -14852.377939763144 -18565.64284240867 -65141.408426869071 -15394.667451257825 137440.27741954292 47362.433050157793 -9881.5611979166679 184391.00145399306 85432.864976415105 74947.9559278612 -264539.68238636362 -43830.791776842954 -81668.564605978259 -13434.797814621574 934.56324355811421 142233.91874433876
leaf_weight=3932741 8651 585 113311 261 10349 209 310 299 97 174 63 110 524 29 126 846 158 1051 67 354 168 72 53 154 22 78 46 2587 171 138
leaf_count=3932741 8651 585 113311 261 10349 209 310 299 97 174 63 110 524 29 126 846 158 1051 67 354 168 72 53 154 22 78 46 2587 171 138
internal_value=0 -636.685 -1328.04 2261.77 -2350.65 -19664.8 -13030.9 -22888.3 50237 -71727.7 -7394.69 8359.25 23051.4 59581 80425.7 6944.51 23937.9 -1383.22 37677.9 33318.4 4215.08 36540.5 82148.2 11704.3 -94330.5 35013.7 7789.78 1036.95 55134.8 73972.7
internal_weight=0 141063 113896 27167 15467 2531 2270 1964 306 473 1491 11700 3049 933 650 2116 1270 1428 377 1160 497 339 171 283 51 232 99 12936 663 492
internal_count=4073804 141063 113896 27167 15467 2531 2270 1964 306 473 1491 11700 3049 933 650 2116 1270 1428 377 1160 497 339 171 283 51 232 99 12936 663 492
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 6 1 4 1 6 1 6 1 6 6 4 0 1 0 4 1 1 6 1 1 0 1 4 1
split_gain=5.83512e+12 5.58889e+13 1.4484e+14 7.24898e+13 1.49391e+14 7.70767e+13 5.79627e+13 5.75745e+13 6.02397e+13 5.30956e+13 7.18588e+13 9.4585e+13 5.28874e+13 5.26852e+13 6.1446e+13 6.60099e+13 6.18971e+13 6.87066e+13 1.70705e+14 5.44172e+13 5.23145e+13 7.61616e+13 1.12443e+14 5.612e+13 5.81807e+13 5.38113e+13 5.11008e+13 8.49966e+13 5.77412e+13 7.15707e+13
threshold=3.5000000000000004 43.862029600000007 47.800771000000005 54.431501800000014 56.020150250000007 138.05000000000004 149.05000000000004 45.71452080000001 2.5000000000000004 82.825258850000026 51.805000000000007 82.911604200000014 130.05000000000004 38.657016300000002 72.020000000000024 125.02000000000002 2.5000000000000004 43.687280500000007 39.689978950000004 44.685196900000008 2.5000000000000004 82.956351500000011 83.050033500000012 156.15000000000003 83.025426800000005 83.007653300000015 57.634352600000007 39.908802000000009 2.5000000000000004 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 -7 8 -5 -4 -11 -12 -6 19 -15 16 -16 18 -18 -1 -13 -22 23 24 -23 -25 28 -28 -17 -30
right_child=-2 2 9 4 5 6 -8 -9 -10 10 11 20 -14 14 15 26 17 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=18852.763055892396 -29.688598375487285 -1678.5702160047761 1579.6495725715799 -43223.295184359165 -9065.3829167771328 -159187.38520833335 -15671.540079599057 -29961.612757820974 -106766.10444765625 299.25489087185463 -41221.253528471585 -1238.6329892546187 142910.47498301632 2574.4863288852239 4443.132424048069 4710.0285713616604 297590.16127232142 18320.064319044257 43692.574402055587 -1419.3990771516906 -57765.394408363791 15768.368157038343 -20717.113808942478 839.93827570134954 90477.713659067638 -180616.68441443812 199203.22009698278 -13743.454525353774 -141976.80550321692 -29250.847550741055
leaf_weight=1366 3837650 4270 70410 370 5179 60 53 987 250 19508 878 6268 23 71168 3032 417 28 3415 488 43217 389 716 2992 44 122 26 29 53 68 328
leaf_count=1366 3837650 4270 70410 370 5179 60 53 987 250 19508 878 6268 23 71168 3032 417 28 3415 488 43217 389 716 2992 44 122 26 29 53 68 328
internal_value=0 482.458 -1129.77 -11925.3 -18246.3 -10168.3 -91874.6 -44963.4 -68845.4 62.3365 -3390.27 -9684.56 -8393.44 1950.38 3501.05 11892.7 15178.7 23459 57470 -798.271 -7061.74 -15571.7 -11363.1 19459.6 26644.9 -66558.2 -13671.7 61567 -21260.3 -48607.8
internal_weight=0 236154 112545 11192 6922 5315 113 1607 620 101353 30943 11435 5202 123609 79026 7858 6963 3931 516 44583 10557 4289 3900 908 838 70 895 82 813 396
internal_count=4073804 236154 112545 11192 6922 5315 113 1607 620 101353 30943 11435 5202 123609 79026 7858 6963 3931 516 44583 10557 4289 3900 908 838 70 895 82 813 396
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=1 6 0 0 1 6 4 7 5 3 3 0 3 6 0 1 6 0 0 4 0 4 4 6 6 6 6 4 4 6
split_gain=6.20417e+12 3.00716e+13 2.21582e+13 4.2518e+13 3.13246e+13 5.04156e+13 2.95662e+13 3.71549e+13 2.93166e+13 4.14676e+13 4.71105e+13 2.84344e+13 2.7854e+13 3.62171e+13 3.4979e+13 2.70453e+13 2.06892e+13 2.04576e+13 3.71226e+13 2.37562e+13 1.96016e+13 1.79023e+13 1.69653e+13 1.66634e+13 5.85849e+13 2.93374e+13 5.19004e+13 3.34688e+13 3.05661e+13 2.092e+13
threshold=91.292296250000007 46.010000000000012 56.228352100000002 58.010305850000002 92.865667950000017 80.030000000000015 16.500000000000004 6.0000000000000009 1.5000000000000002 5.5000000000000009 6.5000000000000009 56.288960650000007 1.5000000000000002 138.05000000000004 55.710673100000008 118.02765200000002 125.02000000000002 56.342669500000007 56.638205000000006 9.5000000000000018 63.565651350000003 5.5000000000000009 12.500000000000002 189.00000000000003 128.05000000000004 91.02500000000002 92.02500000000002 4.5000000000000009 8.5000000000000018 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -4 9 -5 -11 21 13 16 -15 22 -3 19 -19 -13 23 -6 -10 24 25 29 28 -28 -27 -17
right_child=1 2 3 8 5 -7 -8 -9 15 10 -12 17 -14 14 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-23.481366279988709 -1007.1621811634037 -2820.6151036387664 -77097.897623697922 11800.922921674681 -14330.464267039579 -43493.309605112059 -21853.501989103621 54475.222193826019 -7064.0566813973464 -155578.72013535612 -23294.722710503473 14590.765781775368 3278.9791781742952 15982.579448908027 164108.70625000002 13723.636024311214 -93912.174187500001 -63750.573532608701 -5225.4004491124333 -49692.630160030239 -69575.512324892246 -44645.948406512922 71626.477929687506 -69861.091536458334 157719.93314732146 -42076.759570312504 -75242.693681640623 31445.653659030126 -207277.15416666667 69593.112884963775
leaf_weight=3931467 61950 9411 24 117 680 449 114 203 1274 43 72 790 62072 44 25 2337 25 115 1883 62 29 273 28 24 28 24 40 111 21 69
leaf_count=3931467 61950 9411 24 117 680 449 114 203 1274 43 72 790 62072 44 25 2337 25 115 1883 62 29 273 28 24 28 24 40 111 21 69
internal_value=0 648.575 1924.56 -2807.74 -9464.34 -11803 19697.4 40564.4 4442.38 -30113.8 -72757.4 -8061.54 2507.04 -2534.1 69651.5 6454.18 -3061.96 -3061.4 -8593.97 9912.87 12193.1 -23014.8 -5371.79 13086.5 13843.5 12295.2 -24907.7 3183.84 -119170 15325.9
internal_weight=0 142337 80387 8810 4593 4252 341 227 4217 232 115 3803 71577 9505 69 3985 9436 2850 1998 852 2683 953 1302 2654 2630 2602 196 151 45 2406
internal_count=4073804 142337 80387 8810 4593 4252 341 227 4217 232 115 3803 71577 9505 69 3985 9436 2850 1998 852 2683 953 1302 2654 2630 2602 196 151 45 2406
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 4 0 4 4 0 0 3 7 2 0 0 4 0 0 0 6 6 4 0 6 6 6 5 7
split_gain=5.78755e+12 8.15481e+13 9.0593e+13 9.73699e+13 3.08724e+14 1.54021e+14 9.91608e+13 1.12275e+14 2.72336e+14 3.61742e+14 2.63613e+14 1.76509e+14 1.66048e+14 9.40215e+13 1.12482e+14 1.17361e+14 1.07747e+14 9.18008e+13 1.00807e+14 8.84523e+13 1.64983e+14 1.26771e+14 8.43935e+13 8.376e+13 8.3425e+13 7.88541e+13 7.51372e+13 7.43353e+13 7.33344e+13 7.15222e+13
threshold=37.649344350000007 37.631035900000008 67.00500000000001 55.710673100000008 55.775215600000003 55.702806750000008 4.5000000000000009 55.753967500000009 18.500000000000004 8.5000000000000018 55.768246800000007 55.728148450000006 5.5000000000000009 6.0000000000000009 75.000000000000014 55.60524465000001 55.418618900000006 13.500000000000002 55.676890650000011 55.876067900000002 55.883833400000007 72.020000000000024 85.020000000000024 16.500000000000004 55.696737300000009 59.505000000000003 49.895000000000003 48.945000000000007 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 11 9 27 -11 29 -12 14 15 -3 -16 18 -17 -4 22 -22 28 -23 -15 -13 -10 -9 -21 -8
right_child=-2 2 19 4 -6 -7 7 8 26 10 12 25 -14 24 16 17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=97.280024311307599 -61.789451271291504 -46104.036860676002 33939.362738292017 201206.43688725491 3445.5391214196861 -71063.24223007074 11778.883555772569 -47450.011574074073 275650.04128787882 -497144.13750000001 -286690.20648148149 164746.7683632987 50042.801708984378 -26219.318998068793 -16051.987884760838 36011.505922947159 60648.933113807092 54902.989744461411 -74530.048175495438 -61894.387434895842 -41530.55801639767 3641.7998739919358 -84042.325547935528 143105.43491245568 25487.481387829655 32076.663225446428 58839.802368951612 159958.10152994795 33023.81761337653 142468.48222257654
leaf_weight=847130 3210903 476 2131 51 7317 357 288 27 33 24 27 224 32 1788 255 166 650 344 164 135 91 62 221 141 378 56 31 48 205 49
leaf_count=847130 3210903 476 2131 51 7317 357 288 27 33 24 27 224 32 1788 255 166 650 344 164 135 91 62 221 141 378 56 31 48 205 49
internal_value=0 229.922 7354.71 3691.92 10209.8 -7992.75 65821.3 57591.7 -3393.7 -73885.4 -217720 79534.6 -104055 -2658.43 12664.1 -8090.36 39037.1 18756.1 -18924.3 23037.5 -4134.31 56545.5 -35934.4 100511 -17195.7 138213 170633 85291.2 -4664.29 30781.2
internal_weight=0 862901 15771 12785 8207 4578 890 839 222 158 83 617 59 4221 2055 1150 905 674 330 2986 855 294 561 203 2166 280 64 75 340 337
internal_count=4073804 862901 15771 12785 8207 4578 890 839 222 158 83 617 59 4221 2055 1150 905 674 330 2986 855 294 561 203 2166 280 64 75 340 337
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 6 1 0 1 0 0 0 4 0 4 7 4 0 1 0 7 6 6 0 4 0 1 6 0 0 4 4 6 4
split_gain=6.2874e+12 3.51733e+13 8.33502e+13 8.11672e+13 1.2911e+14 2.07567e+14 5.40788e+14 2.59746e+14 2.41955e+14 2.05579e+14 2.34384e+14 1.88295e+14 2.51999e+14 2.12406e+14 1.80966e+14 2.28334e+14 2.57818e+14 2.59226e+14 2.62455e+14 1.76388e+14 1.95179e+14 1.67471e+14 1.3882e+14 2.24165e+14 1.63444e+14 1.54309e+14 1.81969e+14 4.08856e+14 2.45243e+14 1.35214e+14
threshold=36.000000000000007 36.905000000000008 37.374856000000008 55.633951400000008 37.425454150000007 55.728148450000006 55.667390500000003 55.768246800000007 28.500000000000004 55.685785750000008 13.500000000000002 6.0000000000000009 25.500000000000004 55.737027400000009 37.401708450000008 55.649510000000014 6.0000000000000009 65.410000000000011 68.00500000000001 55.840017500000009 18.500000000000004 55.806294650000005 37.442254400000003 73.41500000000002 55.667390500000003 55.737027400000009 20.500000000000004 22.500000000000004 41.990000000000002 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 -3 5 6 14 11 19 10 -8 13 -13 -7 29 -16 17 -17 -19 21 -21 -9 23 25 -25 -6 -27 28 -28 -5
right_child=-2 3 -4 4 22 7 9 8 -10 -11 -12 12 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-13297.502873457332 34.418866102368924 2128.4078299655371 3274.2146681678632 -57979.503827428249 -11627.317045235395 -56275.454449149271 -427203.39576612908 -10858.748562385274 -348942.5 -61444.566033470481 -121647.67901278409 68435.880076476955 -14116.1501929695 22907.81063843369 -100659.79460107423 -24426.408826663723 -58365.135345061266 362316.45819052425 58409.162967948127 11464.972180430041 -29460.891170023227 -56342.154163739324 -1540.8416201158225 -10826.437169161711 95467.532858509381 53018.023688549154 52338.614939563682 48365.925184675965 -198798.50346094419 8529.6677030705359
leaf_weight=3268 3783399 64204 42586 332 2085 506 31 2294 21 1483 132 1274 521 1025 400 548 798 31 341 4597 1561 1251 154897 198 537 1088 53 342 146 3855
leaf_count=3268 3783399 64204 42586 332 2085 506 31 2294 21 1483 132 1274 521 1025 400 548 798 31 341 4597 1561 1251 154897 198 537 1088 53 342 146 3855
internal_value=0 -448.409 2093.15 -924.959 -2011.97 -9382.12 -22118.7 -1622.06 -9873.07 -73161.1 -179760 22500.9 44475.1 -3262.49 -8793.49 -32613.6 -16770.5 19308.3 83734.8 -9139.23 1090.62 -26909.5 -1040.62 16375.3 66833.2 6389.65 29450 -17947.3 -131913 3255.95
internal_weight=0 290405 45854 244551 180347 21001 7951 13050 9724 1646 163 3326 1795 1531 6305 2118 1718 920 372 9703 6158 3545 159346 4449 735 3714 1629 541 199 4187
internal_count=4073804 290405 45854 244551 180347 21001 7951 13050 9724 1646 163 3326 1795 1531 6305 2118 1718 920 372 9703 6158 3545 159346 4449 735 3714 1629 541 199 4187
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 4 1 4 1 0 4 1 4 6 6 6 4 3 1 2 6 6 1 0 0 1 1 0 0 6
split_gain=5.7712e+12 9.90606e+13 1.86283e+14 2.01593e+14 7.43658e+13 1.55985e+14 8.72616e+13 1.43322e+14 7.2171e+13 4.17268e+14 4.1562e+14 1.81542e+14 1.7484e+14 1.45407e+14 1.41561e+14 1.20297e+14 1.06648e+14 1.00863e+14 1.00281e+14 3.01778e+14 1.88012e+14 1.35605e+14 1.18772e+14 2.91773e+14 2.65258e+14 1.17822e+14 1.42412e+14 1.43776e+14 1.64467e+14 1.50308e+14
threshold=43.56803845000001 42.186961750000002 44.249882500000005 9613.5000000000018 45.71452080000001 4.5000000000000009 47.17130860000001 7.5000000000000009 47.386825600000002 56.148747500000006 9.5000000000000018 47.256487700000001 9.5000000000000018 78.605000000000004 63.415000000000006 79.015000000000015 8.5000000000000018 7.5000000000000009 49.030112300000006 3999.0000000000005 90.045000000000016 28.980000000000004 49.230435000000007 55.633951400000008 57.892117950000006 49.692247900000005 50.213874250000011 53.175387700000009 53.341100000000004 49.895000000000003
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 -3 5 -2 7 -6 9 12 11 14 -8 -12 -11 -15 17 -16 19 20 21 -10 23 -20 -25 -24 27 -27 29 -29
right_child=4 2 -4 -5 6 -7 8 -9 18 10 13 -13 -14 15 16 -17 -18 -19 22 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-31.953345711229872 -6354.7306259810102 3067.4425726211248 -15617.356046364614 -37960.711631658945 -20156.767808864701 3864.9954090708352 8163.7182525051339 235.34232074459169 23727.69112626787 55911.25386697756 10532.41855819527 -49932.836850887972 -7671.7705135467222 -257753.04439102567 171491.42058763828 -54954.418025194485 74438.612401956227 -44579.150339673914 -50308.324860558852 674.27446995075206 -79979.381705027612 -12915.154945133578 -6119.8449512271782 3746.851433616022 89866.792703799612 -5700.0385508627587 -109.47143534929147 4209.8247112869421 -14689.927907853134 21032.054821121266
leaf_weight=2023178 17301 17992 11799 1283 5678 109209 17714 8770 1054 564 348 97 11498 39 356 117 252 23 997 54875 406 24160 31866 95240 359 7129 1607797 9882 2337 11484
leaf_count=2023178 17301 17992 11799 1283 5678 109209 17714 8770 1054 564 348 97 11498 39 356 117 252 23 997 54875 406 24160 31866 95240 359 7129 1607797 9882 2337 11484
internal_value=0 -118.014 -5721.29 336.489 120.042 2467.39 -36.8288 -7778.67 22.7126 4807.14 51591.2 81636.7 1930.78 -25430.1 92316.4 -105654 124856 158379 -57.5844 -3509.44 -12470.4 -11383.4 99.6552 3509 4070.26 -97.4892 19.6261 6751.68 10496.7 13251.6
internal_weight=0 2.05425e+06 31074 19275 2.01955e+06 126510 1.89304e+06 14448 1.87859e+06 31008 1796 1292 29212 504 1195 156 631 379 1.84759e+06 80495 25620 25214 1.76709e+06 96596 95599 1.6705e+06 1.63863e+06 30832 23703 21366
internal_count=4073804 2054252 31074 19275 2019552 126510 1893042 14448 1878594 31008 1796 1292 29212 504 1195 156 631 379 1847586 80495 25620 25214 1767091 96596 95599 1670495 1638629 30832 23703 21366
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=4 3 6 6 4 5 0 0 0 2 0 0 6 1 1 6 0 1 1 6 6 0 6 2 2 0 6 5 7 6
split_gain=7.27931e+12 5.37872e+13 5.85669e+13 4.44222e+13 5.69041e+13 7.02546e+13 4.9768e+13 4.33592e+13 4.54679e+13 1.34277e+14 8.07032e+13 6.62353e+13 4.95588e+13 6.01502e+13 8.05644e+13 4.78384e+13 4.75673e+13 6.18951e+13 8.06221e+13 5.12787e+13 5.10355e+13 5.88209e+13 4.63077e+13 1.10937e+14 4.51162e+13 1.88601e+14 9.57246e+13 5.27502e+13 4.39287e+13 4.45952e+13
threshold=3.5000000000000004 1.5000000000000002 118.04500000000002 189.00000000000003 2.5000000000000004 2.5000000000000004 55.783232450000007 53.506098950000009 55.791814000000009 75.000000000000014 55.554045200000012 55.080855950000007 65.00500000000001 42.186961750000002 47.899251850000006 70.00500000000001 55.539595350000006 37.343102500000008 37.543519500000009 58.305000000000007 91.02500000000002 55.418618900000006 60.910000000000004 75.000000000000014 75.000000000000014 55.768246800000007 49.895000000000003 1.5000000000000002 6.0000000000000009 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 3 7 -1 -5 -6 -7 -3 10 28 11 15 13 22 -15 -9 20 -18 19 -19 -13 -22 24 -24 25 26 27 -12 29 -10
right_child=-2 2 -4 4 5 6 -8 8 9 -11 12 16 -14 14 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2128.6326483040775 -33.159648241926213 1800.8992052113135 -15993.712036628755 9765.7532230392153 -49137.590046296304 202134.17375000002 56310.611736505678 -4342.3014754647047 -145090.97764880952 480.03261112911753 -94588.021977306562 1504.9998352574621 -37752.177284035701 -79885.856834605831 -16714.793405984004 -20795.575767354487 -31574.749684979837 94875.424978298615 20882.037745199039 264066.97652853263 19074.115068475305 137981.61126816063 225727.72744791667 10366.874133921478 589.90987268877097 195615.43981481483 28506.675255102044 -240708.76506487164 16320.4515625 1193.6170072115385
leaf_weight=102658 3837650 50353 2486 255 27 50 44 16438 105 45056 84 10115 841 220 2452 1980 93 81 173 23 154 57 30 118 2093 27 49 35 31 26
leaf_count=102658 3837650 50353 2486 255 27 50 44 16438 105 45056 84 10115 841 220 2452 1980 93 81 173 23 154 57 30 118 2093 27 49 35 31 26
internal_value=0 538.865 -788.867 2254.3 36563.6 93038.5 133876 -499.515 -1942.36 153.274 -4644.93 -2476.26 -15258.2 -11554.7 -21916 -6111.09 3782.73 39012.4 62711.3 132293 2520.38 51196 -189.636 54021.1 -3696.27 -49701.3 -89127.2 -137565 -90725.8 -116057
internal_weight=0 236154 133120 103034 376 121 94 130634 80281 45218 35063 29114 5949 5108 2672 18418 10696 370 277 104 10326 211 2436 148 2288 195 168 119 162 131
internal_count=4073804 236154 133120 103034 376 121 94 130634 80281 45218 35063 29114 5949 5108 2672 18418 10696 370 277 104 10326 211 2436 148 2288 195 168 119 162 131
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 4 4 6 1 4 0 4 1 0 7 4 3 1 0 0 0 1 7 1 1 1 3 4 4
split_gain=6.08642e+12 4.12095e+13 7.60373e+13 6.36374e+13 8.67227e+13 7.86491e+13 9.94192e+13 1.03346e+14 7.68529e+13 7.55803e+13 6.39346e+13 6.20419e+13 1.02736e+14 6.1465e+13 1.59962e+14 1.82204e+14 1.19497e+14 9.40445e+13 8.54315e+13 2.01029e+14 1.20737e+14 2.21672e+14 1.15626e+14 1.11373e+14 9.67369e+13 9.19523e+13 1.16952e+14 7.92183e+13 9.77967e+13 8.69962e+13
threshold=3338.0000000000005 4829.0000000000009 65.593879100000024 60.05226170000001 4244.5000000000009 60.01610465000001 6.5000000000000009 8.5000000000000018 53.005000000000003 59.999510900000011 25.500000000000004 55.972700350000004 14.500000000000002 65.534455000000023 57.174562350000009 6.0000000000000009 13.500000000000002 21.500000000000004 30.624707450000006 57.892117950000006 59.699368850000006 59.898927250000007 33.882313700000005 6.0000000000000009 30.472130500000002 30.242318500000007 30.084656550000002 20.500000000000004 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 5 13 -7 -8 -6 -5 -10 12 -4 18 15 17 -17 27 20 -20 25 24 -21 -23 -22 26 -2 28 -15 -30
right_child=1 -3 11 9 8 6 7 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 19 22 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-101.75189248626856 -18838.729722214117 -77.270285712602856 -20034.632114151824 -83.367380571330273 4827.0314449310308 39467.64534129759 -57573.148682269319 11080.006886160247 21442.025654468052 -18803.003573381211 175806.51481481481 -513.08115411037807 30877.85786154418 3066.5427887313203 -7532.9456069414337 53593.959801528363 17099.508105321158 158183.13234375001 696.36524117142881 -15868.336527630463 33879.414266889122 15901.64453644369 -80149.424275496203 -7220.0456580788232 95614.776023752114 -61081.144309530457 16924.396012986148 -93411.383112614334 30813.337200738573 3.6681714157221785
leaf_weight=2406287 2062 1385880 3219 35342 5860 1242 233 3720 4293 2297 27 93544 452 30425 8347 1114 4611 40 62848 5121 1712 4924 296 3611 298 294 1643 82 2549 1431
leaf_count=2406287 2062 1385880 3219 35342 5860 1242 233 3720 4293 2297 27 93544 452 30425 8347 1114 4611 40 62848 5121 1712 4924 296 3611 298 294 1643 82 2549 1431
internal_value=0 146.832 1249.59 2442.56 3383.22 2719.67 14787.7 7033.41 12287.2 -1225.77 22406.8 -1013.53 -13765.9 2242.58 5065.69 7678.25 24200.8 4938.62 585.752 -896.811 7544.44 13155.3 -19380.8 6119.29 43032.2 -7250.95 -2979.4 4760.87 4994.86 19735.8
internal_weight=0 1.66752e+06 281637 184422 146783 136603 5195 3953 10180 37639 4320 97215 3671 131408 48599 40252 5725 34527 82809 68265 14544 10545 5417 8535 2010 3999 3705 34487 34405 3980
internal_count=4073804 1667517 281637 184422 146783 136603 5195 3953 10180 37639 4320 97215 3671 131408 48599 40252 5725 34527 82809 68265 14544 10545 5417 8535 2010 3999 3705 34487 34405 3980
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 4 6 7 4 0 1 0 6 1 4 0 5 4 4 4 0 6 0 7 6 4 4 6
split_gain=6.54978e+12 1.63338e+14 1.41188e+14 1.41261e+14 1.2729e+14 1.21878e+14 1.11449e+14 1.52625e+14 1.24545e+14 1.19358e+14 2.1616e+14 1.10356e+14 9.36551e+13 1.32178e+14 1.40931e+14 8.24838e+13 3.53909e+14 8.74859e+13 1.15284e+14 1.24733e+14 7.45029e+13 1.24229e+14 1.03852e+14 8.675e+13 8.65404e+13 2.36148e+14 1.12746e+14 1.09403e+14 7.86066e+13 1.23545e+14
threshold=82.825258850000026 65.64204770000002 57.174562350000009 55.039488700000007 57.205086850000008 54.188398350000007 57.113979900000011 6.5000000000000009 79.710000000000022 6.0000000000000009 5.5000000000000009 56.986919400000012 82.918694400000007 55.026775150000006 50.795000000000009 82.860505900000007 5.5000000000000009 55.030407050000001 3.5000000000000004 5.5000000000000009 6.5000000000000009 16.500000000000004 54.94110555000001 92.02500000000002 54.988402950000008 6.0000000000000009 106.49500000000002 10.500000000000002 7.5000000000000009 99.050000000000011
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 5 -4 -3 7 9 -8 -5 -11 -9 13 14 -2 16 -15 18 -17 -20 -16 22 23 -22 26 28 -24 -28 29 -26
right_child=12 2 4 6 -6 -7 8 11 -10 10 -12 -13 -14 15 20 17 -18 -19 19 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=19.406012991932275 3932.6516413582913 -16153.706690685018 25644.223892577571 -18316.180535222942 -1430.2631064244388 1024.1752112758616 652.29078859847448 -77351.235231751401 -63956.225630798348 -44198.857226979839 81215.964775126689 -31006.825269691486 -136.94612995166813 -35161.240081235701 -15109.418816999891 27899.089683630315 108604.23310353956 6058.9637891430375 304440.37173295458 40280.404550405656 -14780.58742791805 -13083.438978571099 13106.25540354732 -123423.95898564326 -869.62157735621679 110138.39940445698 38167.238601345489 192069.94310661766 -6695.0607229682155 267539.84438657406
leaf_weight=3110892 38697 5673 2195 6734 8313 15189 4413 670 320 234 333 2204 807154 321 6234 641 367 43200 33 39 1615 7202 5101 77 47 183 144 68 5484 27
leaf_count=3110892 38697 5673 2195 6734 8313 15189 4413 670 320 234 333 2204 807154 321 6234 641 367 43200 33 39 1615 7202 5101 77 47 183 144 68 5484 27
internal_value=0 -68.3223 -5965.58 -8959.31 4225.28 -3647 -16393.3 -22290.2 -3715.92 -14606.1 29457.5 -41810.8 235.323 2979.92 98.9942 7170.67 41527.6 6632.39 41375.6 161354 -5567.15 -2585.07 3346.92 -19724.8 6878.43 -1633.46 16076 87532.3 -5313.6 97063.6
internal_weight=0 3.15717e+06 46278 35770 10508 20862 14908 10175 4733 7301 567 2874 916634 109480 64879 44601 688 43913 713 72 26182 19948 12746 1692 11054 5741 5313 212 5558 74
internal_count=4073804 3157170 46278 35770 10508 20862 14908 10175 4733 7301 567 2874 916634 109480 64879 44601 688 43913 713 72 26182 19948 12746 1692 11054 5741 5313 212 5558 74
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=4 3 6 0 0 0 0 0 0 4 0 6 0 5 1 1 1 1 5 1 1 4 5 1 0 0 6 0 3 0
split_gain=7.13132e+12 4.38743e+13 4.77069e+13 3.90254e+13 7.40241e+13 1.19312e+14 6.37281e+13 4.45537e+13 4.44804e+13 3.99857e+13 6.20168e+13 3.99605e+13 5.48716e+13 3.73748e+13 4.84938e+13 2.01266e+14 3.68571e+13 5.44982e+13 4.77749e+13 4.10429e+13 3.65049e+13 4.54585e+13 3.51241e+13 4.41406e+13 3.47442e+13 4.36364e+13 3.45858e+13 3.44906e+13 3.97838e+13 3.88581e+13
threshold=3.5000000000000004 1.5000000000000002 118.04500000000002 55.840017500000009 55.007293000000011 55.071632200000003 54.943815050000005 55.737027400000009 48.179569850000007 2.5000000000000004 43.472751400000007 142.05000000000004 51.707269950000004 3.5000000000000004 39.939672500000007 39.873894000000007 83.086354900000018 83.117716000000016 2.5000000000000004 83.011163250000024 30.157841000000001 2.5000000000000004 3.5000000000000004 52.419561900000012 55.649510000000014 55.579943700000008 108.05000000000001 53.506098950000009 4.5000000000000009 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 13 27 4 6 -6 8 24 9 -4 -11 -10 -13 16 15 20 19 18 -18 -1 21 -15 23 -5 25 -7 -23 29 -29 -3
right_child=-2 2 3 22 5 7 -8 -9 11 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2167.2363180748648 -32.820844783457488 816.25038510733725 -1880.2431720212692 -36246.193855531754 268136.42313988099 -13314.582915976822 -111627.74224668561 87735.543205180918 62771.35024562027 41361.867143485921 -60716.564625084924 126900.45535300927 -25207.230671073718 12518.849109887296 2288.7261724295854 256679.54164379227 -1138.8753636169433 -2308.723538370918 -60484.197114445618 26458.823059691513 15330.161196016075 57760.218211206899 -15596.162589541615 -120879.93771913111 -111987.46275000001 96142.058040364587 210909.60619791667 -1739.9418244146634 100604.41191167769 10935.720204912803
leaf_weight=89409 3837650 46219 454 248 21 151 66 76 132 71 368 27 195 61 1981 37 240 8973 312 701 1261 29 522 82 25 48 30 80243 38 4134
leaf_count=89409 3837650 46219 454 248 21 151 66 76 132 71 368 27 195 61 1981 37 240 8973 312 701 1261 29 522 82 25 48 30 80243 38 4134
internal_value=0 533.359 -665.798 -14388.7 -5341.46 37705.3 -15865.5 21575.1 -10797 -22688.3 -44207.3 19199.8 -6707.65 2082.67 12394.4 26512.3 1730.89 -4184.84 -34681.9 2356.21 20345.6 73049.9 -31739.9 -57276.4 -872.187 13087 135633 -404.647 -1691.5 1647.06
internal_weight=0 236154 133120 2486 1634 321 1313 300 1247 893 439 354 222 103034 3399 1418 99635 9525 552 90110 1381 120 852 330 224 199 59 130634 80281 50353
internal_count=4073804 236154 133120 2486 1634 321 1313 300 1247 893 439 354 222 103034 3399 1418 99635 9525 552 90110 1381 120 852 330 224 199 59 130634 80281 50353
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=1 6 6 7 0 4 6 3 6 1 0 0 1 5 1 4 6 4 3 6 6 5 3 6 3 6 0 6 6 3
split_gain=6.72368e+12 2.69636e+13 4.36957e+13 3.91068e+13 4.85706e+13 3.02871e+13 2.61557e+13 2.41285e+13 3.22949e+13 2.36731e+13 3.41976e+13 8.06585e+13 8.72481e+13 9.92802e+13 4.06744e+13 7.54118e+13 5.1891e+13 4.51691e+13 3.62387e+13 3.4432e+13 3.27472e+13 5.27142e+13 2.7185e+13 2.57962e+13 5.88164e+13 2.14509e+13 2.07982e+13 1.96298e+13 1.95152e+13 1.9234e+13
threshold=91.292296250000007 85.020000000000024 99.050000000000011 6.0000000000000009 56.148747500000006 9.5000000000000018 96.050000000000011 14.500000000000002 86.920000000000016 92.90968070000001 55.972700350000004 56.020150250000007 92.791023150000015 4.5000000000000009 92.865667950000017 13.500000000000002 138.05000000000004 16.500000000000004 11.500000000000002 114.05000000000001 149.05000000000004 4.5000000000000009 4.5000000000000009 138.05000000000004 4.5000000000000009 125.02000000000002 56.228352100000002 112.00500000000001 156.15000000000003 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 9 5 25 7 29 -9 10 28 12 13 19 18 16 22 -17 -14 -12 23 -22 -16 -13 -25 27 -6 -5 -4 -3
right_child=1 2 3 4 26 -7 -8 8 -10 -11 11 20 14 -15 15 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-24.444708188160412 337.02365396769142 -389.09880228654652 -5969.3745143208762 -71089.206525493428 133594.45992187501 -19521.625556722593 36365.856009089039 66089.949100378784 -42677.284712315814 -3486.8846965317462 117766.18453124999 -8488.2887944148151 -4227.7288929880406 -8882.9436383928569 -4064.2574652777785 -134924.73338068181 228297.32568359375 63448.335026041663 99614.890014022443 282246.38696428569 -176908.95959821431 9639.8991003787869 123961.60970203488 -9543.6022636217949 198035.07603236608 -131794.1525669643 18983.262277703539 22906.414197198275 -93040.989899553577 16864.263281540534
leaf_weight=3931467 134234 857 319 95 20 417 446 33 158 2011 20 312 243 28 27 22 32 24 39 35 28 33 43 39 21 42 76 29 28 2626
leaf_count=3931467 134234 857 319 95 20 417 446 33 158 2011 20 312 243 28 27 22 32 24 39 35 28 33 43 39 21 42 76 29 28 2626
internal_value=0 675.183 6277.13 -1191.48 -23049.3 -33902.3 13497.4 10721.3 -23885 3300.47 13856.8 23706.4 50533 144400 32414.4 74868.5 122805 -31425.7 10133.5 222435 -8076.55 -75989.1 74580.2 3059.65 63108.9 -70027.4 42860.6 -49106.4 -12995.3 12619
internal_weight=0 142337 8103 3983 679 583 4120 3674 191 3304 1293 946 513 83 430 148 102 46 282 55 433 61 70 372 60 166 96 124 347 3483
internal_count=4073804 142337 8103 3983 679 583 4120 3674 191 3304 1293 946 513 83 430 148 102 46 282 55 433 61 70 372 60 166 96 124 347 3483
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=6 0 0 4 4 5 7 1 1 1 4 6 6 0 4 5 7 1 4 1 7 0 1 1 1 5 6 0 6 1
split_gain=6.79668e+12 3.16238e+13 7.56591e+13 3.73211e+14 2.81537e+14 1.45596e+14 1.49005e+14 1.30974e+14 1.30997e+14 1.79263e+14 1.7593e+14 1.77626e+14 1.40568e+14 1.18174e+14 1.15736e+14 1.0801e+14 1.55789e+14 1.0329e+14 8.9608e+13 8.64827e+13 8.04409e+13 1.95758e+14 1.12872e+14 7.84281e+13 7.92184e+13 7.67928e+13 6.79397e+13 6.58246e+13 6.15057e+13 5.91264e+13
threshold=88.825000000000003 59.933037250000005 59.882709350000006 7.5000000000000009 9.5000000000000018 4.5000000000000009 6.0000000000000009 30.315889700000003 30.362494150000003 30.438492500000006 18.500000000000004 125.02000000000002 94.02500000000002 59.91832440000001 11.500000000000002 3.5000000000000004 6.0000000000000009 30.330566300000005 19.500000000000004 30.260128500000004 6.0000000000000009 59.905532300000012 30.452677500000004 30.323041000000003 30.303340300000002 1.5000000000000002 110.01500000000001 59.905532300000012 101.02000000000002 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 15 14 10 11 12 -10 23 -9 19 -17 -16 -11 -6 21 -20 -22 24 26 -21 -4 -13 -23 -14
right_child=1 -3 3 4 7 -7 -8 8 9 18 -12 27 29 -15 17 16 -18 -19 20 25 22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=31.146668883878416 -546.42056665998757 3416.9768751311794 -134733.45248733109 71743.793794018071 -194436.00041065706 4404.526686865479 65632.20544245794 123310.72767786949 -2755.3292611673578 57277.752907877606 47359.795860581988 -31549.28504175647 -164419.01840851025 -41158.371079908022 50808.102151047817 248075.93721018147 -29619.506473935886 -66159.756383167623 -133922.73120277279 105160.96487247244 179339.73211263021 -25770.703081597225 -1468.5054107914127 -142031.58943313954 -14540.620191592265 -48919.880218368191 -19069.74201171875 165308.29588414636 93578.737202839693 -84456.263613394491
leaf_weight=3849942 198817 18563 185 604 39 601 104 159 147 450 178 29 159 1441 318 31 58 99 122 34 48 90 123 215 168 665 70 41 83 221
leaf_count=3849942 198817 18563 185 604 39 601 104 159 147 450 178 29 159 1441 318 31 58 99 122 34 48 90 123 215 168 665 70 41 83 221
internal_value=0 -535.655 -893.05 -11524.9 9294.76 -39179.8 -51179 -2896.33 9530.48 -4499.09 -39896.4 -65912.5 -85792.2 -57022.3 50718 -36961.1 67105.9 23038.8 25449.5 -49511.2 -5285.88 -36918.3 49284.7 -92853 -67856.7 -41425.2 -102983 83753 31489.4 -117914
internal_weight=0 223862 205299 6482 3698 2784 2183 3094 2267 1691 775 597 527 2079 576 827 89 417 916 738 466 295 171 638 423 699 255 70 173 380
internal_count=4073804 223862 205299 6482 3698 2784 2183 3094 2267 1691 775 597 527 2079 576 827 89 417 916 738 466 295 171 638 423 699 255 70 173 380
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 2 0 0 1 6 7 1 1 1 0 6 6 0 6 1 6 6 1 1 1 1 0 1 0 3
split_gain=6.58533e+12 9.94664e+13 1.08764e+14 1.00282e+14 2.13789e+14 1.46519e+14 1.28159e+14 1.80826e+14 1.50931e+14 1.10336e+14 1.06392e+14 9.96566e+13 8.64241e+13 1.68633e+14 8.86201e+13 2.73097e+14 1.03119e+14 9.47422e+13 9.33133e+13 3.30498e+14 9.61982e+13 7.76279e+13 7.73261e+13 7.71335e+13 7.21828e+13 6.92106e+13 1.26938e+14 1.81919e+14 1.11411e+14 7.23042e+13
threshold=5.5000000000000009 55.303261650000003 47.319699650000011 54.62357655000001 54.962581500000006 2200.0000000000005 54.86311005000001 54.762682300000009 40.965343750000009 73.41500000000002 6.0000000000000009 38.657016300000002 61.511492200000006 82.648284550000014 55.071632200000003 72.50500000000001 112.00500000000001 55.034466500000008 71.715000000000018 82.860505900000007 73.995000000000019 50.410000000000004 82.991167100000027 82.971668900000012 82.970388650000018 82.906746050000024 55.055052800000006 82.886781200000016 55.061158000000006 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 6 11 7 10 -9 -7 -4 21 -5 -14 17 -16 23 -15 22 -20 -21 -6 -19 24 -17 26 -22 -28 29 -27
right_child=-2 -3 3 12 5 9 -8 8 -10 -11 -12 -13 13 14 15 16 -18 18 19 20 25 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=942.51508042817227 -79.500951962951859 1187.6412053036943 -3608.6633806981099 2656.7251518304929 -13663.735250581336 -33070.640402091085 9703.1800052093604 -12526.140585354928 -54897.987935654462 -112949.41714007666 11641.66185262515 -1486.0237514529958 -12812.12109884004 -1314.1201481510227 -2794.0843544008781 -24065.238454044447 -132725.76496292374 1300.4566982204983 357183.61778645834 81771.079364224148 2622.7727108712925 -40783.51379237129 16543.593788798495 -58646.543357132614 105289.64203993056 -26609.401462484904 410724.63650568185 69580.932262731483 -41263.132656708964 42006.605926339289
leaf_weight=245454 2928705 541316 83127 59583 3823 2033 7668 3186 1142 189 4841 5033 12764 132145 12564 1043 118 21104 30 232 118 1458 3951 871 45 207 22 54 383 595
leaf_count=245454 2928705 541316 83127 59583 3823 2033 7668 3186 1142 189 4841 5033 12764 132145 12564 1043 118 21104 30 232 118 1458 3951 871 45 207 22 54 383 595
internal_value=0 203.332 -679.142 -1789.97 -4262.9 -16572.9 -2719.16 -3751.21 -23706.5 -39865 -2769.42 -11555 -658.273 -1718.79 -902.597 -8347.08 -41937.8 -216.409 5217.25 28318.8 22194.7 -21151.1 3704.19 -36469.2 -18715.1 12171.7 67540.2 168333 3107.18 24296.5
internal_weight=0 1.1451e+06 603783 358329 112500 12536 99964 92296 4328 2222 87968 10314 245829 186246 173482 14641 2077 158841 26696 1641 1611 5281 25055 1959 1088 1379 194 76 1185 802
internal_count=4073804 1145099 603783 358329 112500 12536 99964 92296 4328 2222 87968 10314 245829 186246 173482 14641 2077 158841 26696 1641 1611 5281 25055 1959 1088 1379 194 76 1185 802
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=4 1 6 1 1 1 0 7 1 1 0 0 6 0 6 1 0 0 1 1 1 5 0 0 6 1 0 0 6 1
split_gain=6.20252e+12 3.72888e+13 5.19185e+13 7.18814e+13 4.5564e+13 8.33692e+13 1.12069e+14 7.01446e+13 5.41321e+13 8.4647e+13 6.44403e+13 9.72592e+13 1.13435e+14 7.51606e+13 5.56648e+13 5.37454e+13 1.24492e+14 6.588e+13 4.37239e+13 1.22528e+14 8.05005e+13 1.48772e+14 7.67115e+13 1.11136e+14 7.51802e+13 5.26035e+13 1.49514e+14 1.85366e+14 1.81637e+14 1.00353e+14
threshold=3.5000000000000004 82.825258850000026 51.805000000000007 82.911604200000014 60.307188350000011 61.381045500000006 57.113979900000011 6.0000000000000009 43.862029600000007 47.17130860000001 53.506098950000009 53.244414800000008 98.020000000000024 53.310923100000004 43.605000000000011 60.516422150000004 56.818587550000011 56.782540950000005 30.242318500000007 30.303340300000002 30.323041000000003 3.5000000000000004 59.950512650000007 59.933037250000005 49.895000000000003 30.624707450000006 59.764576050000009 59.933037250000005 57.995000000000012 30.472130500000002
decision_type=2 2 2 2 2 2 2 2 2 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 15 18 -10 11 -11 14 -14 -13 16 17 -6 -1 -20 21 22 23 -21 -25 26 28 -28 -22 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 -18 -19 19 20 25 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-8667.5057191754968 -30.60900178428669 397.50888703456786 -35581.211705409856 -5802.2979931726841 5388.0428616768977 131.49162307978725 -33002.969554581556 44829.218503672651 -10801.897762156626 -4581.1032275059852 -2418.0921026568058 4894.1158187003157 290989.35033967393 67030.141097383734 24282.901101278356 9149.4873547198877 -13911.584910541806 76495.957427715228 41195.328600054396 -23768.00255102041 12684.496329429239 116567.73103515625 -1179.1680138724191 -98605.80302959941 -257833.3674278846 1526.0768261065743 -46426.247985988972 24030.518644219148 137570.07060759791 -14706.922755784257
leaf_weight=4014 3837650 19508 878 10557 175 14783 530 695 9402 4590 36272 3431 23 43 2605 8177 366 510 790 98 453 50 112 69 52 116016 573 1072 258 52
leaf_count=4014 3837650 19508 878 10557 175 14783 530 695 9402 4590 36272 3431 23 43 2605 8177 366 510 790 98 453 50 112 69 52 116016 573 1072 258 52
internal_value=0 497.415 -2738.6 -8088.78 985.362 4964.66 11799.9 14192.9 427.387 -2140.87 -406.962 6415.68 14687.6 145077 13261.9 11885.5 33172.4 58329.7 1598.52 1943.08 1682.07 -44210.2 -68496.9 -102924 -167034 1829.72 16458.8 -511.565 53046.4 112027
internal_weight=0 236154 30943 11435 205211 25236 10453 9923 179975 56366 46964 10692 6102 66 6036 9228 1051 685 123609 119595 118805 381 331 219 121 118424 2408 1645 763 310
internal_count=4073804 236154 30943 11435 205211 25236 10453 9923 179975 56366 46964 10692 6102 66 6036 9228 1051 685 123609 119595 118805 381 331 219 121 118424 2408 1645 763 310
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 4 6 7 4 6 0 1 4 0 1 4 1 0 6 6 6 4 4 1 6 6 1 1 1
split_gain=6.70845e+12 1.20413e+14 1.07835e+14 1.2019e+14 1.03362e+14 8.77258e+13 1.26584e+14 1.0068e+14 9.58286e+13 1.74507e+14 8.98799e+13 8.73797e+13 7.84254e+13 1.11629e+14 1.45711e+14 3.20898e+14 1.77946e+14 3.01434e+14 1.25517e+14 1.0953e+14 1.88525e+14 2.7482e+14 1.90522e+14 1.03104e+14 8.46687e+13 1.29858e+14 1.18195e+14 7.45373e+13 1.12831e+14 1.74851e+14
threshold=82.825258850000026 65.64204770000002 57.174562350000009 55.039488700000007 57.205086850000008 57.113979900000011 6.5000000000000009 79.710000000000022 6.0000000000000009 5.5000000000000009 52.610000000000007 54.188398350000007 82.918694400000007 4.5000000000000009 55.061158000000006 82.886781200000016 17.500000000000004 82.911604200000014 55.111813300000001 105.00500000000001 99.050000000000011 94.02500000000002 8.5000000000000018 16.500000000000004 82.911604200000014 52.990000000000002 60.910000000000004 65.534455000000023 61.511492200000006 63.728898350000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 -4 6 8 -7 -5 -10 -8 -3 13 24 23 18 19 -18 -16 20 21 -17 -23 -15 25 -2 -26 28 -1 -30
right_child=12 2 4 5 -6 7 10 -9 9 -11 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=12.337454982593652 -5126.4464751078658 -13438.515056353886 23074.683404148946 -16164.234444103009 -1322.7095219818048 568.84784441043973 -19368.334625681517 -57520.568188686368 -39538.063532824395 73147.536593233861 -54754.295160223061 1106.4321805657248 -102.50246325872845 4372.9926101043266 139872.16747077493 5157.9479754352315 26838.293579087203 168407.62049242423 -8611.6269259982637 77014.428132370274 -71278.448584443584 304484.59622896637 26679.943700132979 -2922.2982155559298 -9866.806323796045 -41084.234101477537 47135.369359497301 3371.0685518369974 -13379.714109100716 -620.04563946916869
leaf_weight=2997977 2891 5673 2195 6734 8313 4413 1392 320 234 333 1482 15189 807154 62560 272 9943 1700 165 72 212 319 52 47 28063 1102 1539 543 64467 16070 32378
leaf_count=2997977 2891 5673 2195 6734 8313 4413 1392 320 234 333 1482 15189 807154 62560 272 9943 1700 165 72 212 319 52 47 28063 1102 1539 543 64467 16070 32378
internal_value=0 -69.1449 -5132.56 -7748.89 3773.62 -14606 -19837.9 -3358.6 -12839.8 26642.4 -37615.4 -2848.77 238.156 2749.7 3523.67 13519 10883.9 39363.2 108794 5860.39 4404.48 6808.67 172598 2113.88 -10424.3 -17618.3 8949.11 6.17901 -65.0272 -4852.37
internal_weight=0 3.15717e+06 46278 35770 10508 14908 10175 4733 7301 567 2874 20862 916634 109480 103405 12782 12438 1865 344 10573 10361 10042 99 90623 6075 4430 1645 3.11089e+06 3.04642e+06 48448
internal_count=4073804 3157170 46278 35770 10508 14908 10175 4733 7301 567 2874 20862 916634 109480 103405 12782 12438 1865 344 10573 10361 10042 99 90623 6075 4430 1645 3110892 3046425 48448
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 2 1 3 6 0 0 0 1 6 5 0 5 2 6 6 6 0 3 0 6 6 1 0 6 3
split_gain=6.73163e+12 1.7581e+13 1.34595e+14 8.33716e+13 8.00693e+13 6.65907e+13 4.2643e+13 4.82861e+13 3.98886e+13 4.32765e+13 6.25811e+13 3.62407e+13 5.26787e+13 3.41157e+13 3.38397e+13 8.35288e+13 3.25674e+13 3.41831e+13 3.20434e+13 3.61396e+13 4.58563e+13 3.48937e+13 3.90778e+13 3.151e+13 3.14322e+13 3.06924e+13 5.71069e+13 4.11372e+13 5.28818e+13 3.41651e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 3658.0000000000005 86.020047450000007 8.5000000000000018 189.00000000000003 52.07762420000001 53.310923100000004 56.020150250000007 91.443676550000006 94.02500000000002 3.5000000000000004 53.715816400000008 1.5000000000000002 2851.5000000000005 156.15000000000003 120.05000000000001 118.04500000000002 55.348830750000012 8.5000000000000018 56.385857200000011 99.050000000000011 103.03500000000001 83.689608100000015 52.02416370000001 108.05000000000001 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 -2 4 6 -6 23 11 9 -7 13 12 -8 -11 16 25 17 -3 19 20 -17 -20 -23 -4 -5 -16 -27 -28 29 -29
right_child=1 14 3 24 5 8 7 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 21 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-30.835317152406205 625.12962255579544 12807.367666091972 26378.738249015507 -3772.7786860143119 9279.8128215789802 19791.487916996794 -580.15356394929711 -94477.730833333335 -57749.501902173914 121791.60843578522 67485.771297852785 -12828.440018268775 34424.468949176189 246022.39916666667 -27725.51957854988 1642.9698113943377 1517.3279303585032 -2776.1943942429411 -48652.51277173913 -28329.882695407312 104291.39428267046 153331.95872093024 3122.2902209051726 87307.523499742441 -73514.091561933878 -71540.605328550431 124173.53255208333 -32991.603320312504 -10848.912967945773 111181.00879807695
leaf_weight=3852148 108749 1463 1262 1019 256 106 848 45 23 84 301 526 872 30 1933 3994 61621 37170 23 412 44 43 29 91 69 101 30 22 425 65
leaf_count=3852148 108749 1463 1262 1019 256 106 848 45 23 84 301 526 872 30 1933 3994 61621 37170 23 412 44 43 29 91 69 101 30 22 425 65
internal_value=0 535.885 1399.15 16615.1 22689.4 51337.1 16400.1 8086.82 71128.8 76818.2 91384.1 10141.8 17166.4 154484 -382.907 -7043.94 90.2238 -2186.06 1109.73 -117.094 2761.48 58577 92830.8 30476.7 -8195.71 -21430 -2504.25 10360.5 3691.72 74723.6
internal_weight=0 221656 114281 5532 4444 800 3644 2291 544 521 415 2246 1720 114 107375 7121 100254 38633 4545 4450 4038 95 72 1353 1088 2576 643 542 512 87
internal_count=4073804 221656 114281 5532 4444 800 3644 2291 544 521 415 2246 1720 114 107375 7121 100254 38633 4545 4450 4038 95 72 1353 1088 2576 643 542 512 87
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=4 1 1 6 1 0 0 1 0 0 0 2 5 6 7 6 1 0 0 1 1 1 0 0 7 0 1 1 6 0
split_gain=6.55866e+12 2.0041e+13 2.79532e+13 4.04419e+13 3.77764e+13 4.4332e+13 4.03873e+13 3.84114e+13 3.70106e+13 2.96796e+13 3.84995e+13 2.62331e+13 2.49796e+13 2.39071e+13 2.21292e+13 2.14556e+13 1.85918e+13 4.34521e+13 1.77327e+13 2.78621e+13 4.22844e+13 3.99923e+13 2.47808e+13 2.44356e+13 3.78707e+13 2.97901e+13 6.81188e+13 3.44934e+13 2.3055e+13 1.71934e+13
threshold=2.5000000000000004 56.240615550000008 82.971668900000012 91.02500000000002 82.918694400000007 56.791379400000004 56.872182500000008 61.381045500000006 55.214863500000007 55.02095400000001 54.988402950000008 4395.5000000000009 1.5000000000000002 74.615000000000009 6.0000000000000009 29.715000000000003 82.911604200000014 55.026775150000006 56.685611200000004 40.024897700000004 52.419561900000012 39.763755750000009 58.010305850000002 59.699368850000006 6.0000000000000009 59.764576050000009 30.389265100000003 30.410676000000006 46.420000000000009 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 7 -7 8 14 10 -4 -8 15 -14 -5 -3 -15 -18 29 21 -21 23 -22 -20 25 26 -25 -28 -23 -1
right_child=-2 2 9 4 -6 6 11 -9 -10 -11 -12 -13 13 16 -16 -17 17 -19 19 20 22 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-272.50400894880386 -21.350230119189259 10344.532928266624 -2327.6836477956799 52387.491604774877 126348.39762620193 164973.11911621096 77102.946181955645 -25031.333438486185 -39580.185022615129 5218.0633496065502 -28916.318507648335 -3616.1362202711507 7439.0749234769464 -10400.704277197312 170608.96505859378 -5801.7461932202168 150405.17206182066 -51134.538632812502 -9712.2395687027292 -19546.50694618715 -7962.1338091064681 681.90280951422619 13270.256081897507 -26531.0805859375 -103938.83695549243 1614.6466673332095 166739.7898090278 39113.130986328128 26862.028261189102 3921.7012097607194
leaf_weight=52151 3961637 1071 8918 76 39 32 93 203 38 5618 580 71 14121 1067 20 3554 23 20 3063 2259 1566 592 847 70 33 3150 45 40 779 12028
leaf_count=52151 3961637 1071 8918 76 39 32 93 203 38 5618 580 71 14121 1067 20 3554 23 20 3063 2259 1566 592 847 70 33 3150 45 40 779 12028
internal_value=0 754.071 2716.63 5128.97 31344 24392.5 62209 2398.28 43952.1 -543.442 -3951.33 42157.5 4373.78 6328.29 77017 -2062.79 -7802.63 56665.8 -156.325 -3611.13 -9714.12 57.5672 -509.239 -3262.27 2656.32 3720.66 46520.3 106680 15557.4 513.546
internal_weight=0 112167 35544 20428 572 533 196 337 134 15116 9498 164 19856 15231 96 4625 1110 43 76623 12444 4672 7772 2413 6401 3338 3305 155 85 1371 64179
internal_count=4073804 112167 35544 20428 572 533 196 337 134 15116 9498 164 19856 15231 96 4625 1110 43 76623 12444 4672 7772 2413 6401 3338 3305 155 85 1371 64179
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=6 1 1 6 1 0 6 1 7 3 0 4 1 4 0 6 3 0 0 3 4 6 0 5 4 6 0 4 6 1
split_gain=6.61223e+12 3.07724e+13 4.94599e+13 1.08753e+14 9.41941e+13 7.57891e+13 1.17413e+14 7.00982e+13 6.08234e+13 5.89735e+13 5.24805e+13 4.67184e+13 4.33765e+13 1.19822e+14 1.2037e+14 8.34977e+13 1.41845e+14 7.20775e+13 8.84449e+13 1.86868e+14 7.34566e+13 5.98228e+13 5.93744e+13 1.4023e+14 7.78238e+13 1.10195e+14 1.57246e+14 1.28856e+14 1.32343e+14 9.36385e+13
threshold=102.04000000000001 82.948524700000021 82.961694200000011 105.00500000000001 82.966990000000024 55.039488700000007 116.05000000000001 82.973036600000015 6.0000000000000009 9.5000000000000018 55.034466500000008 4.5000000000000009 82.901648750000021 22.500000000000004 55.061158000000006 120.05000000000001 1.5000000000000002 54.980317700000008 54.992080650000005 3.5000000000000004 7.5000000000000009 110.01500000000001 55.012912000000007 4.5000000000000009 7.5000000000000009 128.05000000000004 55.02095400000001 18.500000000000004 134.05000000000004 82.911604200000014
decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 8 -6 11 -5 -4 -2 14 17 -16 -17 -14 19 -19 -21 -22 23 -20 -24 -26 -27 28 -28 -30
right_child=1 2 4 5 7 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 22 20 21 -23 24 -25 25 26 27 -29 29 -31
leaf_value=20.953739280838946 -894.29840848128993 -89777.414583333346 191852.72442908655 -2683.0000632304414 -78115.076809487116 13219.325080108643 -139792.87148809523 -3754.0294412803778 39300.068593750002 -73452.574140625002 147309.18728841146 51407.26705459939 -127667.29891036183 -15545.411152899202 26600.750071585127 2999.9987541198734 192214.79673602767 251132.18287898938 -46338.417153645831 179066.01875000002 85374.635656823055 -74457.20160914179 -8208.9787067388006 160282.89390190973 9251.8292197476676 202320.45165070565 128612.79667862023 -46186.235390111018 -76789.285744938388 46386.964150393214
leaf_weight=3966508 89475 213 26 832 223 96 105 7545 55 35 24 266 38 1890 221 64 104 47 375 23 36 67 1506 36 3054 62 183 152 71 472
leaf_count=3966508 89475 213 26 832 223 96 105 7545 55 35 24 266 38 1890 221 64 104 47 375 23 36 67 1506 36 3054 62 183 152 71 472
internal_value=0 -774.616 -6233.47 -24589.5 -3373.09 -11453.2 -66712.4 -5571.05 -54885.5 49210 1522.39 63912.7 -249.233 6621.05 13055.5 66995.1 120133 9628.09 10485.6 80962.9 17487.1 -18593.6 8422.93 -28240.2 11162.7 18467 48406.7 37538.1 55067.1 30281
internal_weight=0 107296 9420 1270 8150 1057 201 7823 278 327 856 292 97876 8401 6511 389 168 6122 6084 173 126 103 5911 411 5500 3994 940 878 726 543
internal_count=4073804 107296 9420 1270 8150 1057 201 7823 278 327 856 292 97876 8401 6511 389 168 6122 6084 173 126 103 5911 411 5500 3994 940 878 726 543
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 6 1 0 4 4 1 1 6 3 5 3 0 1 0 1 5 7 5 3 6 6 1 4 7
split_gain=5.95086e+12 3.40674e+13 1.55065e+14 2.40313e+14 3.57206e+14 1.54443e+14 2.37477e+14 2.10597e+14 1.8659e+14 3.75391e+14 4.3915e+14 4.69535e+14 2.90992e+14 2.55888e+14 2.30904e+14 1.96787e+14 2.36662e+14 1.96658e+14 2.89228e+14 3.68231e+14 1.9581e+14 2.80924e+14 1.78702e+14 4.07699e+14 2.35016e+14 1.77632e+14 3.04928e+14 1.66051e+14 1.63241e+14 4.72759e+14
threshold=59.963561900000009 59.91832440000001 30.410676000000006 30.389265100000003 59.933037250000005 10.500000000000002 91.02500000000002 30.226173900000003 59.950512650000007 8.5000000000000018 9.5000000000000018 30.260128500000004 30.323041000000003 62.625000000000007 5.5000000000000009 1.5000000000000002 2.5000000000000004 59.933037250000005 30.315889700000003 59.939085000000013 30.277905650000005 1.5000000000000002 6.0000000000000009 2.5000000000000004 3.5000000000000004 75.605000000000004 59.505000000000003 30.362494150000003 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 11 -11 17 14 -10 16 -15 -9 -19 -20 21 -13 -14 24 -24 26 -12 -25 -17 -30
right_child=-2 2 -4 4 -6 -7 -8 8 9 10 25 20 22 15 -16 28 -18 18 19 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-10.959286235169309 -522.15498149129462 -52188.837883160828 -6702.5031617265868 72461.895914730776 3239.972838977194 -2676.5264253447413 -10288.501943366693 26012.368286039229 25936.950407509645 34259.137388209296 -40365.01049830523 117502.70696910511 36023.055632788513 92727.149000726757 124507.92500973966 -30579.160989230721 -175719.55013489211 -2156.1573107961881 332805.77670454548 -82877.652439108468 112885.65294527095 340444.63681764243 -133622.74203566459 246265.07612847222 -4641.0592212772854 -88831.70502103366 143372.98071712427 15497.591154119318 144779.94371663412 -47945.968174873153
leaf_weight=3801237 207164 471 14826 1277 1791 23136 5172 2087 1511 266 189 88 4555 43 282 757 139 6254 22 680 141 158 219 72 398 130 173 55 240 271
leaf_count=3801237 207164 471 14826 1277 1791 23136 5172 2087 1511 266 189 88 4555 43 282 757 139 6254 22 680 141 158 219 72 398 130 173 55 240 271
internal_value=0 27.9756 2290.88 4927.18 32052.4 3175.51 8730.54 13853.5 15514.3 33558.9 82783.2 136540 9993.45 16179.3 41440 -15056.8 -112295 -910.303 -8987.88 -69850.5 206841 260693 28601.2 -16837.5 -50422.2 11435.8 47443.5 146326 -1099.84 42571.1
internal_weight=0 3.86664e+06 65403 50577 3068 47509 24373 19201 18730 4388 1145 653 14342 3243 1793 1450 182 9043 6956 702 387 246 5299 744 617 492 362 127 1268 511
internal_count=4073804 3866640 65403 50577 3068 47509 24373 19201 18730 4388 1145 653 14342 3243 1793 1450 182 9043 6956 702 387 246 5299 744 617 492 362 127 1268 511
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 6 3 1 6 3 6 0 1 0 4 0 4 6 0 4 7 6 4 6 3 0 4 5 3 4
split_gain=5.85373e+12 4.07647e+13 9.17574e+13 2.09567e+14 2.81916e+14 2.84807e+14 1.26151e+14 9.93592e+13 1.01398e+14 8.64649e+13 8.02527e+13 1.48612e+14 1.60423e+14 5.53802e+14 1.08329e+14 1.5303e+14 1.08777e+14 2.13116e+14 1.00285e+14 1.47343e+14 8.9183e+13 8.77849e+13 8.85974e+13 7.9684e+13 7.3981e+13 1.04066e+14 1.00204e+14 8.60849e+13 8.16865e+13 7.90643e+13
threshold=30.303340300000002 30.330566300000005 59.838047850000002 59.882709350000006 23.500000000000004 52.990000000000002 19.500000000000004 30.323041000000003 80.720000000000013 17.500000000000004 50.995000000000012 60.002985000000002 30.315889700000003 60.01610465000001 24.500000000000004 59.963561900000009 21.500000000000004 84.810000000000016 60.05226170000001 25.500000000000004 6.0000000000000009 53.310000000000009 20.500000000000004 58.995000000000012 6.5000000000000009 59.848366150000011 15.500000000000002 2.5000000000000004 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 7 4 5 -4 -6 8 -2 24 -5 14 13 -13 16 23 21 20 19 -14 -18 -12 -23 -16 28 26 29 -27 -7 -26
right_child=1 -3 3 10 6 9 -8 -9 -10 -11 11 12 18 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-586.15561809892802 -30943.316392343255 -15.538098579018726 5716.4436823837977 6493.920026076632 -27310.216415543156 -10235.708840460527 -176455.01794433594 -3908.9443939419771 -156517.9079799107 261718.10875000001 -29642.897174728314 279172.47587890626 10282.517482893953 25938.946562854857 22183.801798937795 -99923.292681655323 -57935.956525686888 116324.66978487856 -20221.534358894758 115297.90501623019 18654.949231320199 -2546.8777213047815 -67398.633347087743 -33721.429076843648 136868.83552083335 33904.467937574023 141800.39566111012 -48905.4544477983 71521.560230675605 -61958.067581380208
leaf_weight=163536 790 3851009 2339 20780 498 133 64 4271 70 20 1349 96 2260 860 374 266 178 211 1078 142 1042 19158 213 801 30 343 129 198 1506 60
leaf_count=163536 790 3851009 2339 20780 498 133 64 4271 70 20 1349 96 2260 860 374 266 178 211 1078 142 1042 19158 213 801 30 343 129 198 1506 60
internal_value=0 24.5143 2627.36 3838.89 22685.8 30597.3 -44294.7 -10153.3 -41164.5 54655.3 1784.61 -1706.89 15085.7 51368.3 -4864.39 -31432.1 -3136.06 23529.3 5118.38 16490.8 7480.21 -4977.67 -3259.98 -15926.9 52929.1 27140.5 85300.6 3596.95 64887.2 4317.57
internal_weight=0 3.91027e+06 59259 54128 5320 4758 562 5131 860 2419 48808 28028 4436 956 23592 1441 22151 1431 3480 2402 1220 20720 19371 1175 2399 760 219 541 1639 90
internal_count=4073804 3910268 59259 54128 5320 4758 562 5131 860 2419 48808 28028 4436 956 23592 1441 22151 1431 3480 2402 1220 20720 19371 1175 2399 760 219 541 1639 90
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=2 1 1 6 1 0 1 6 0 6 4 4 4 7 4 6 1 6 0 6 6 0 4 4 6 6 4 2 0 1
split_gain=6.02111e+12 3.32115e+13 1.36446e+14 1.24255e+14 1.02491e+14 2.23393e+14 1.42256e+14 8.83855e+13 8.46649e+13 8.60211e+13 8.05381e+13 8.41827e+13 7.93106e+13 1.94057e+14 9.89268e+13 7.57441e+13 7.39646e+13 7.35847e+13 7.29124e+13 6.9848e+13 9.7333e+13 1.23042e+14 7.57414e+13 6.2772e+13 6.20969e+13 5.81813e+13 5.6933e+13 5.39649e+13 5.26161e+13 2.13207e+14
threshold=3338.0000000000005 56.805602900000004 60.516422150000004 39.995000000000012 56.128886000000001 58.08467765000001 54.62357655000001 68.515000000000015 57.978821400000008 168.45000000000002 5.5000000000000009 26.500000000000004 9.5000000000000018 6.0000000000000009 7.5000000000000009 51.015000000000008 55.90712030000001 78.605000000000004 57.670849000000011 70.50500000000001 79.710000000000022 59.764576050000009 8.5000000000000018 13.500000000000002 68.00500000000001 142.05000000000004 15.500000000000002 7029.0000000000009 54.962581500000006 72.839788400000018
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 19 16 24 12 -3 15 13 -10 -15 -12 -8 -7 -17 -5 21 22 -21 25 -6 -20 -23 -22 29 -4
right_child=1 2 28 4 5 17 7 -9 9 -11 11 -13 -14 14 -16 18 -18 -19 23 20 27 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-101.20448886189061 -2241.8579702998745 -1648.8158896443456 -34969.379173935667 2980.0841927853025 7839.8903307387627 -10610.645986393998 -30828.312460024579 -42323.422638209297 19951.949782915042 179002.47691761365 -4393.2270804160335 52991.194096522173 10905.402384966059 116209.83450942097 32558.793900116219 -19637.393974229286 -876.92796921824254 -65463.645788437061 4275.615599745006 -1054.9541168744438 4857.7328106190171 4028.0061454057768 -14399.939452758557 -74618.129483920013 -21873.287273909202 -133578.37584110381 34712.00791115575 -2869.1642910494393 519.27767799089804 -766.74289357122518
leaf_weight=2406287 86889 35800 1833 168705 3063 2910 1112 950 4362 33 13288 217 7573 340 242 9120 3189 267 2470 6624 24944 3211 11882 110 913 31 745 14175 942406 320113
leaf_count=2406287 86889 35800 1833 168705 3063 2910 1112 950 4362 33 13288 217 7573 340 242 9120 3189 267 2470 6624 24944 3211 11882 110 913 31 745 14175 942406 320113
internal_value=0 146.042 -80.7007 1024.43 2136.34 9064.72 1556.77 -14718.1 13733.4 17762.1 -4698.65 -9025.17 17337 27188.7 81427.1 -9563.07 -8620.69 -15220.6 -15419.1 1927.87 -954.724 -6201.31 -9623.26 -684.854 1016.92 2566.91 9806.46 2057.85 142.229 -961.476
internal_weight=0 1.66752e+06 1.32539e+06 342129 255240 19703 235537 5251 16526 12550 61036 25236 12517 4944 582 25019 4301 3177 11731 230286 61581 22462 18506 2611 3976 2501 3956 39119 1.26435e+06 321946
internal_count=4073804 1667517 1325388 342129 255240 19703 235537 5251 16526 12550 61036 25236 12517 4944 582 25019 4301 3177 11731 230286 61581 22462 18506 2611 3976 2501 3956 39119 1264352 321946
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=0 2 4 1 0 4 0 0 6 2 1 4 7 4 1 5 6 1 4 4 3 4 4 6 0 4 1 6 1 4
split_gain=6.88687e+12 6.68531e+13 6.08552e+13 6.77027e+13 1.01723e+14 1.65334e+14 8.62481e+13 1.12094e+14 1.28469e+14 1.03038e+14 7.84484e+13 6.52039e+13 6.74684e+13 1.58217e+14 1.44687e+14 2.39367e+14 4.06115e+14 2.6428e+14 2.59295e+14 1.89409e+14 1.88498e+14 2.73568e+14 2.58837e+14 2.37249e+14 2.11888e+14 1.77346e+14 1.76165e+14 1.75262e+14 1.82668e+14 1.47648e+14
threshold=56.888401950000009 2421.5000000000005 4.5000000000000009 63.728898350000001 57.125462300000009 3.5000000000000004 57.60122925000001 57.670849000000011 48.410000000000004 2632.5000000000005 38.430814800000007 16.500000000000004 6.0000000000000009 5.5000000000000009 30.345769800000003 2.5000000000000004 66.990000000000023 30.315889700000003 14.500000000000002 6.5000000000000009 3.5000000000000004 11.500000000000002 13.500000000000002 56.205000000000005 60.042359000000012 13.500000000000002 30.330566300000005 82.905000000000015 30.303340300000002 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 6 5 -5 -3 8 -8 10 -9 12 -4 -14 15 20 -17 19 25 -18 21 -15 24 -24 -22 -19 -25 28 -21 -16
right_child=1 2 11 4 -6 -7 7 9 -10 -11 -12 -13 13 14 29 16 17 18 -20 27 22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=60.750386292429624 -10186.343159210875 -6372.6754938598178 -432.07821535923352 1327.2420788943114 7457.5329391734631 86908.913846560885 428.77334992283323 -110185.49850725447 29097.18085279697 3288.5745373610525 -12368.279395728914 1143.9511421560931 11880.538385688755 -30510.513715632478 -22695.596070395655 70283.45337988509 173808.29311951756 36024.470935358077 147811.81587100838 -8636.4817511947313 8902.9093616642804 1558.5888178866908 -4387.7493812417852 -52351.379322483452 -40081.06428519584 -42375.839731488275 85262.674380181765 6531.4762905918178 -72520.353584950135 -5888.8176779323521
leaf_weight=3343812 6747 10601 370665 455 5263 448 2874 84 3427 34066 3424 182774 6491 5407 5833 1157 57 1875 183 1175 19485 5236 5275 1832 925 341 98 2751 723 50320
leaf_count=3343812 6747 10601 370665 455 5263 448 2874 84 3427 34066 3424 182774 6491 5407 5833 1157 57 1875 183 1175 19485 5236 5275 1832 925 341 98 2751 723 50320
internal_value=0 -278.274 -185.844 2846.27 12777.8 43786.4 1722.15 3678 16021 1608.13 -14710.5 -463.346 -1075.59 -3260.62 -4217.85 -93.5171 15342.3 6395.55 33407.8 -7374.61 -3426.96 -14733.6 930.684 -15364 6682.91 23960.2 -45363.7 -9596.04 -32971.6 -7634.65
internal_weight=0 729992 723245 60642 6166 903 54476 43875 6301 37574 3508 662603 479829 109164 102673 46520 8262 7105 2399 4706 38258 10643 27615 7205 20410 2216 1930 4649 1898 56153
internal_count=4073804 729992 723245 60642 6166 903 54476 43875 6301 37574 3508 662603 479829 109164 102673 46520 8262 7105 2399 4706 38258 10643 27615 7205 20410 2216 1930 4649 1898 56153
is_linear=0
shrinkage=0.1


Tree=1000
num_leaves=31
num_cat=0
split_feature=0 6 1 4 4 0 1 0 0 6 6 5 4 0 1 1 4 1 1 6 0 1 6 6 3 3 6 0 1 1
split_gain=6.45092e+12 3.59306e+13 6.19122e+13 9.04041e+13 1.02839e+14 1.15842e+14 1.08588e+14 1.6233e+14 1.59096e+14 1.04277e+14 9.23872e+13 8.8709e+13 1.29876e+14 2.0162e+14 3.12777e+14 2.15983e+14 2.19628e+14 1.37838e+14 1.14215e+14 1.23102e+14 1.13802e+14 3.3014e+14 1.06273e+14 1.49982e+14 1.17788e+14 9.9373e+13 9.62045e+13 1.21254e+14 1.1813e+14 1.14321e+14
threshold=59.963561900000009 65.410000000000011 30.226173900000003 18.500000000000004 23.500000000000004 59.990753350000013 30.205407000000005 60.002985000000002 60.002985000000002 80.030000000000015 90.045000000000016 2.5000000000000004 10.500000000000002 59.990753350000013 30.315889700000003 30.277905650000005 11.500000000000002 30.323041000000003 30.410676000000006 83.010000000000005 59.990753350000013 30.303340300000002 82.905000000000015 76.00500000000001 5.5000000000000009 5.5000000000000009 73.995000000000019 60.028671700000011 30.303340300000002 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -7 -5 -6 12 20 14 22 -15 -17 -16 -19 -20 21 -4 23 24 -14 -23 27 29 -28 -18
right_child=1 2 11 4 5 6 7 -9 -10 -11 -12 -13 13 15 17 16 26 18 19 -21 -22 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=29.127360878045863 155.87812772044663 -477.70653023475347 117272.36068290735 12468.635797741008 241812.92638950894 146246.86864000824 -128319.79147391731 1449.7697421875 -59684.236353326618 95775.873832909318 13647.538643391928 -1718.0023393261058 -66774.000327280417 -41313.437108757978 -105333.5545072926 -105555.37801306654 69492.899157750435 -29274.947004848906 -61905.077549709233 -237554.45822368423 -9108.2275661665299 -38462.119142830728 -68092.895191169504 215363.45528690732 95525.259565343265 38891.580868378769 -106385.20731487773 3447.5862589537983 -379.2842692555945 -52816.73016932288
leaf_weight=3866640 161577 4077 313 265 35 95 127 400 62 347 36 30395 74 1464 556 171 686 900 133 57 2016 404 66 58 113 282 115 1030 1224 86
leaf_count=3866640 161577 4077 313 265 35 95 127 400 62 347 36 30395 74 1464 556 171 686 900 133 57 2016 404 66 58 113 282 115 1030 1224 86
internal_value=0 -543.651 -3023.04 6984.18 29238.8 4544.49 -8075.55 -29823 64923.8 59703.3 126123 -4380.17 -12681 -20405.1 -47438.4 -9327.99 4810.5 -64815.8 -44148.1 -114600 4568.09 32167.1 44533.9 74874.1 31299.9 -6663.66 10819 25905.1 -9483.6 55867.7
internal_weight=0 207164 45587 5444 1367 755 684 527 157 612 71 40143 9748 6733 1957 4776 3312 1646 1090 190 3015 999 311 245 187 686 3141 1802 1339 772
internal_count=4073804 207164 45587 5444 1367 755 684 527 157 612 71 40143 9748 6733 1957 4776 3312 1646 1090 190 3015 999 311 245 187 686 3141 1802 1339 772
is_linear=0
shrinkage=0.1


Tree=1001
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 6 1 2 1 0 1 0 1 0 6 4 0 6 0 6 6 6 1 4 6 6 4 4 1 2
split_gain=6.4805e+12 3.75272e+13 1.00685e+14 7.79374e+13 1.03382e+14 1.21973e+14 1.6525e+14 1.36313e+14 9.89928e+13 1.39115e+14 1.44044e+14 9.04061e+13 8.7253e+13 1.3154e+14 1.14748e+14 1.86219e+14 8.46766e+13 1.15229e+14 1.33758e+14 8.77589e+13 8.1932e+13 7.68615e+13 7.71185e+13 7.64243e+13 1.1864e+14 1.13215e+14 1.18827e+14 7.5707e+13 2.10157e+14 1.13656e+14
threshold=18.500000000000004 2.5000000000000004 64.015000000000015 61.335446300000008 39.231261550000006 76.00500000000001 49.095306150000006 3062.5000000000005 39.135518400000002 51.707269950000004 39.178027400000005 51.567244500000008 49.195555600000006 55.775215600000003 112.00500000000001 24.500000000000004 55.039488700000007 80.030000000000015 55.102137100000007 156.15000000000003 70.00500000000001 63.855000000000011 37.631035900000008 22.500000000000004 80.720000000000013 83.820000000000007 20.500000000000004 19.500000000000004 37.897576350000001 5062.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 20 11 12 27 23 -11 -7 13 14 -8 -16 19 18 -18 -5 -6 -3 -23 25 -25 26 -10 28 29 -4
right_child=1 2 3 16 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=50.395881882118573 -709.06670471731559 11066.425209045743 25796.196521870836 -3721.8917327712124 -3562.573069881571 -7036.2810580865262 -49625.883489865671 -2447.9665853690822 -81250.866663411463 -97256.96306344698 39866.793682562558 -34857.91257447817 39413.649817903519 22919.167906558825 114901.57758696935 -171072.82753232762 50791.579036753297 6190.0251571235467 5264.420312715527 124362.8062789352 -25459.945736591555 158731.17405894888 35737.634860665457 43212.122659750225 -54478.646668985442 134947.77375640007 182028.50687255862 -145.83784803111675 -14246.473906257997 172122.69106264471
leaf_weight=3512946 455496 6250 3122 5697 2784 3480 539 8212 60 165 143 1758 1476 1774 106 29 1464 7124 1154 54 4424 66 224 837 146 177 24 52187 1832 54
leaf_count=3512946 455496 6250 3122 5697 2784 3480 539 8212 60 165 143 1758 1476 1774 106 29 1464 7124 1154 54 4424 66 224 837 146 177 24 52187 1832 54
internal_value=0 -315.656 1385.12 589.873 -621.048 -6066.18 -1529.06 4878.09 1657.41 26577.1 -33592.4 -16373.9 20209.8 8631.01 -28976.1 53470 7102.8 12783 30723.5 -2519.22 -17002.4 13401.6 63729.3 41474.3 28702.6 89576.2 -6028.19 981.204 12725.8 28284.1
internal_weight=0 560858 105362 98822 83329 24582 17374 12136 58747 1552 308 5238 3924 2448 674 135 15493 9742 2618 5751 7208 6540 290 1244 983 261 84 57195 5008 3176
internal_count=4073804 560858 105362 98822 83329 24582 17374 12136 58747 1552 308 5238 3924 2448 674 135 15493 9742 2618 5751 7208 6540 290 1244 983 261 84 57195 5008 3176
is_linear=0
shrinkage=0.1


Tree=1002
num_leaves=31
num_cat=0
split_feature=6 7 1 0 1 1 1 1 4 2 1 0 6 0 1 0 6 1 6 0 0 1 0 0 1 3 0 0 1 6
split_gain=6.79991e+12 3.21726e+13 6.33612e+13 1.19241e+14 7.19135e+13 6.83322e+13 2.48241e+14 1.43951e+14 1.06809e+14 7.85643e+13 9.77021e+13 7.18063e+13 7.80062e+13 7.01771e+13 9.3809e+13 8.76687e+13 6.46886e+13 5.88387e+13 5.81825e+13 5.80323e+13 8.18489e+13 1.49864e+14 6.57999e+13 5.65119e+13 5.59702e+13 5.07547e+13 5.06737e+13 4.99678e+13 6.86523e+13 9.5565e+13
threshold=88.825000000000003 6.0000000000000009 60.605526900000008 54.980317700000008 82.941727000000014 39.873894000000007 40.377616600000003 39.843340650000009 13.500000000000002 2970.5000000000005 49.095306150000006 57.634352600000007 99.050000000000011 56.838524800000009 41.912736000000002 58.08467765000001 92.02500000000002 43.997056950000008 91.02500000000002 55.82518790000001 55.759969450000007 49.111590500000005 55.988910100000005 55.812023600000011 55.957851400000003 23.500000000000004 57.60122925000001 55.007293000000011 82.918694400000007 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 16 13 10 17 12 -9 14 -8 -15 -3 -10 25 20 24 23 -21 -22 -12 -5 -7 -20 -29 -30
right_child=1 2 3 18 -6 6 8 11 9 -11 19 -13 -14 15 -16 -17 -18 -19 27 22 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=31.154047160264696 137.49195947948411 -10062.445888447608 -72126.850532042256 -10940.688479299886 -11000.794421944773 -35932.674171696912 76427.237734499402 26845.634151785718 -7709.6784395680152 -25223.251644330288 63086.531963353373 -78486.242734375002 188246.6689833604 65198.184256591805 -1757.0944265000817 -63857.284010726697 979.0449446436196 -63296.650064369984 51761.157717293063 111375.96181291853 47965.930364093132 -42002.957982653454 9177.963493347168 -43548.774897580035 -4736.0112305896118 101708.41709520294 -76099.982845959908 17027.035387632535 18900.956615046081 -22229.276981069099
leaf_weight=3849942 170184 7291 212 1634 2089 839 157 49 425 3562 306 20 77 320 6813 63 19490 345 309 112 381 680 144 82 202 41 502 5250 1026 1257
leaf_count=3849942 170184 7291 212 1634 2089 839 157 49 425 3562 306 20 77 320 6813 63 19490 345 309 112 381 680 144 82 202 41 502 5250 1026 1257
internal_value=0 -535.782 -2670.37 3795.71 -16632.6 -4495.89 -9921.31 -1487.09 -5871.49 -15495.1 -2550.77 97539.1 125480 2294.08 4.01607 43969.7 -2026.95 -32615.5 8734.82 9588.65 2719.45 -12124.2 53889.6 31758.1 36117.7 -8183.31 -50969.2 12348.4 10731.7 -3744.99
internal_weight=0 223862 53678 11818 2301 41860 14933 26927 13592 6239 2677 146 126 7353 6970 383 26781 770 9517 1907 1651 1143 256 463 508 1675 1341 7842 7533 2283
internal_count=4073804 223862 53678 11818 2301 41860 14933 26927 13592 6239 2677 146 126 7353 6970 383 26781 770 9517 1907 1651 1143 256 463 508 1675 1341 7842 7533 2283
is_linear=0
shrinkage=0.1


Tree=1003
num_leaves=31
num_cat=0
split_feature=6 2 4 1 1 5 6 0 1 0 4 1 6 3 3 6 1 1 0 0 1 4 4 0 6 3 0 0 3 3
split_gain=7.00009e+12 3.98341e+13 3.61069e+13 5.93371e+13 1.23424e+14 8.27199e+13 6.49329e+13 5.3931e+13 4.89928e+13 5.96141e+13 4.17312e+13 6.91037e+13 5.80675e+13 9.79539e+13 1.09638e+14 7.75183e+13 4.9474e+13 4.00497e+13 1.85421e+14 1.21983e+14 5.55818e+13 7.18005e+13 4.98625e+13 6.3167e+13 4.13315e+13 3.89798e+13 4.18636e+13 5.76809e+13 3.48124e+13 7.73619e+13
threshold=112.00500000000001 2882.5000000000005 3.5000000000000004 39.939672500000007 39.843340650000009 3.5000000000000004 130.05000000000004 60.028671700000011 30.242318500000007 59.905532300000012 2.5000000000000004 39.735861600000007 189.00000000000003 2.5000000000000004 1.5000000000000002 168.45000000000002 39.689978950000004 30.157841000000001 60.042359000000012 60.064438250000002 30.205407000000005 8.5000000000000018 8.5000000000000018 59.856552950000008 122.65000000000002 1.5000000000000002 55.633951400000008 45.015054600000006 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 2 3 4 7 -6 -7 8 9 -2 16 12 15 14 -14 25 -10 18 22 -20 21 -19 23 -4 -25 26 27 -12 -22 -30
right_child=1 -3 17 -5 5 6 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 20 19 -21 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=17.138890592782456 -243589.06291992191 -3034.1126154235681 164456.74104729731 -39351.970822229123 22421.05888554217 318198.61099330359 101049.63804687501 111720.88322482641 3116.9832728316146 -11958.527296875 94707.862680288468 -166019.41013257578 100327.79193892046 139491.82180091596 -145910.05990600586 -128344.4673719618 128601.1978219697 134027.4025 -146992.94437500002 129122.22250000002 3834.5359548781084 -64388.472948746981 14021.085730546358 -13105.876080729167 87112.128138418426 -31907.487855440031 93297.51573275862 -94813.852157738103 -33893.507904526945 7379.1509309453804
leaf_weight=4005334 20 40055 74 535 83 21 40 36 656 25 26 33 33 58 40 72 33 20 80 20 23550 207 151 60 131 459 58 42 798 1054
leaf_count=4005334 20 40055 74 535 83 21 40 36 656 25 26 33 33 58 40 72 33 20 80 20 23550 207 151 60 131 459 58 42 798 1054
internal_value=0 -1002.58 1861.14 -10236.6 -1258.6 87396.6 175806 -9282.7 -12084.1 -114905 -9019.85 -24249.2 -18312.1 42480.5 -34597.1 -30433.6 9127.11 2911.51 30494.8 -91769.9 2356.16 -46906.9 59885.4 86019.4 55630 -18383 30884.8 -22349.7 2796.39 -10404.6
internal_weight=0 68470 28415 2270 1735 144 61 1591 1555 45 1510 821 788 131 73 657 689 26145 516 100 25629 227 416 265 191 585 126 68 25402 1852
internal_count=4073804 68470 28415 2270 1735 144 61 1591 1555 45 1510 821 788 131 73 657 689 26145 516 100 25629 227 416 265 191 585 126 68 25402 1852
is_linear=0
shrinkage=0.1


Tree=1004
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 4 4 0 1 1 4 1 1 0 1 6 6 4 4 3 3 0 6 7 1 6 4 3 6 3
split_gain=6.0594e+12 4.35761e+13 1.37742e+14 1.98266e+14 3.22251e+14 3.71752e+14 8.13703e+13 7.9072e+13 1.21709e+14 1.65591e+14 1.84124e+14 9.02221e+13 1.75843e+14 1.13887e+14 1.39556e+14 1.30442e+14 1.1354e+14 3.19789e+14 2.02082e+14 1.04102e+14 9.94378e+13 8.09012e+13 1.16789e+14 7.72339e+13 7.65353e+13 7.55114e+13 6.61549e+13 6.56902e+13 6.46651e+13 6.37728e+13
threshold=44.990874950000006 37.331232350000008 44.895258050000002 37.290808600000013 12.500000000000002 14.500000000000002 11.500000000000002 44.739668300000005 37.682335600000009 38.91194105000001 3.5000000000000004 37.768783500000005 38.066230450000006 44.601833250000006 38.011626600000007 39.810000000000009 91.02500000000002 11.500000000000002 4.5000000000000009 3.5000000000000004 8.5000000000000018 44.685196900000008 88.00500000000001 6.0000000000000009 37.740454950000007 81.02500000000002 15.500000000000002 3.5000000000000004 59.505000000000003 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 6 -6 28 11 -9 10 -10 -3 13 14 -13 -16 17 18 19 -17 -19 25 -23 -20 -12 -15 -26 -18 -5 -29
right_child=-2 7 3 4 5 -7 -8 8 9 -11 24 12 -14 21 15 16 27 20 23 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=665.832596427608 29.465856363291159 -8696.4280823106219 -1821.2852065507625 14560.906715903091 435412.18199829105 -23719.423087284486 118228.85808465676 701.7460616514054 -3912.9314115911166 -1308.7281349557218 -12897.147171180339 -67704.31989904627 -653.49021502671167 2800.6603932280595 -20889.177888189046 169012.04512713975 -91052.167141544123 169490.27111979167 39539.6644114015 -63258.716690340909 449391.90738636372 10513.207921205605 67641.761436345652 -2330.8402117515934 -44190.689502301866 -25511.873000519521 42667.039684855146 131707.32379464287 64908.714612538577 -28678.154439338236
leaf_weight=16763 3849121 11391 1347 727 45 29 122 15788 3392 7831 1222 154 144121 6420 448 157 102 30 2079 22 22 6411 379 559 3415 1104 90 35 393 85
leaf_count=16763 3849121 11391 1347 727 45 29 122 15788 3392 7831 1222 154 144121 6420 448 157 102 30 2079 22 22 6411 379 559 3415 1104 90 35 393 85
internal_value=0 -504.79 4022.06 25148.8 52754.2 255482 40675.4 -933.221 -5522.52 -11683.6 -21690.4 -93.8031 510.611 9827.63 25484.6 29539.7 36848.7 42180 37644 140465 287910 5788.15 13702 30667.2 -34447.1 -1353.65 -41960.4 -32050.5 32227.6 18100.9
internal_weight=0 224683 19426 2663 1316 74 1242 205257 31738 15950 8119 173519 162128 18007 3693 3539 3091 2869 2817 179 52 14314 6790 2638 4727 7524 3505 222 1120 120
internal_count=4073804 224683 19426 2663 1316 74 1242 205257 31738 15950 8119 173519 162128 18007 3693 3539 3091 2869 2817 179 52 14314 6790 2638 4727 7524 3505 222 1120 120
is_linear=0
shrinkage=0.1


Tree=1005
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 6 3 4 4 6 6 6 3 3 6 5 4 0 6 6 4 0 5 4 0 0 0 4 0 4
split_gain=5.89073e+12 3.52752e+13 7.58497e+13 1.67424e+14 2.28932e+14 2.31816e+14 1.02176e+14 8.70855e+13 9.74505e+13 9.84782e+13 8.07759e+13 6.84292e+13 7.65532e+13 7.71253e+13 7.946e+13 8.04453e+13 7.4345e+13 6.6931e+13 6.04892e+13 1.14244e+14 1.48016e+14 1.63978e+14 2.13307e+14 1.9601e+14 1.47276e+14 1.41673e+14 1.27095e+14 1.37737e+14 1.25401e+14 1.40402e+14
threshold=30.303340300000002 30.330566300000005 59.838047850000002 59.882709350000006 23.500000000000004 54.710000000000008 19.500000000000004 22.500000000000004 20.500000000000004 89.00500000000001 81.705000000000013 102.04000000000001 15.500000000000002 6.5000000000000009 72.020000000000024 2.5000000000000004 17.500000000000004 59.825842200000004 50.995000000000012 67.445000000000007 10.500000000000002 59.950512650000007 1.5000000000000002 7.5000000000000009 59.91832440000001 59.905532300000012 59.91832440000001 8.5000000000000018 60.002985000000002 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 7 4 5 -4 -6 8 9 -2 17 12 13 14 15 -7 -15 -9 -5 20 21 22 26 -24 25 -25 -20 -28 29 -21
right_child=1 -3 3 18 6 11 -8 10 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 19 28 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-588.00517317102981 -8855.7671926035455 -12.666489482190991 6367.5495371098677 5799.7385339376588 -24680.314822571538 68989.952287441818 -158906.45907592773 32023.526740722657 -91251.606966560517 -112323.58126662235 164356.80121093753 7207.0999795512798 194408.5141308594 -4444.0362439171749 93497.193424857833 -1876.872312644676 69271.602618654535 -65541.85830901732 -33514.661757082358 2855.2075211387601 -803.25896673398393 1037.9657734119971 -16625.067540690106 -60825.049559923158 -113248.75694951252 93221.971197236475 2518.7867251352163 154189.18901675113 24411.171276665387 -45338.042034988764
leaf_weight=163536 4297 3851009 2480 20780 498 470 64 460 157 94 40 314 40 354 634 243 223 83 214 11851 8715 1637 870 548 615 67 130 111 2633 637
leaf_count=163536 4297 3851009 2480 20780 498 470 64 460 157 94 40 314 40 354 634 243 223 83 214 11851 8715 1637 870 548 615 67 130 111 2633 637
internal_value=0 24.5917 2445.85 3547.37 20393 27522.4 -39965.9 -9174.24 -13838.6 -11070.7 27212.9 50553.2 57483.3 54636.6 67740.5 44837.6 24045.7 17110.2 1711.21 -1320.02 -8230.34 -23670.9 -39502.1 -52951.5 -78645.7 -44042.7 22572.1 72375.3 4578.49 396.92
internal_weight=0 3.91027e+06 59259 54128 5320 4758 562 5131 4548 4391 583 2278 1964 1924 1347 713 577 543 48808 28028 12907 4192 2555 2100 1230 615 455 241 15121 12488
internal_count=4073804 3910268 59259 54128 5320 4758 562 5131 4548 4391 583 2278 1964 1924 1347 713 577 543 48808 28028 12907 4192 2555 2100 1230 615 455 241 15121 12488
is_linear=0
shrinkage=0.1


Tree=1006
num_leaves=31
num_cat=0
split_feature=0 6 1 4 0 1 5 0 5 4 0 1 6 0 6 5 4 6 4 4 6 6 0 1 0 0 1 1 1 0
split_gain=6.08836e+12 3.2387e+13 5.2256e+13 7.96967e+13 1.03749e+14 1.24196e+14 1.1122e+14 8.19659e+13 1.81034e+14 1.00235e+14 9.27276e+13 4.25189e+14 1.89229e+14 1.34097e+14 1.05095e+14 1.00787e+14 9.63704e+13 8.3417e+13 8.6279e+13 8.21875e+13 8.17571e+13 7.94594e+13 1.58691e+14 7.82324e+13 1.07411e+14 7.69486e+13 2.90296e+14 1.94243e+14 2.3284e+14 2.863e+14
threshold=59.963561900000009 65.410000000000011 30.226173900000003 4.5000000000000009 60.002985000000002 30.084656550000002 2.5000000000000004 59.990753350000013 2.5000000000000004 12.500000000000002 60.028671700000011 30.205407000000005 91.02500000000002 60.002985000000002 138.05000000000004 2.5000000000000004 22.500000000000004 81.02500000000002 17.500000000000004 5.5000000000000009 77.565000000000012 91.02500000000002 60.034792100000011 30.205407000000005 60.042359000000012 60.002985000000002 30.362494150000003 30.303340300000002 30.315889700000003 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 -10 11 17 13 15 19 -13 -17 -9 -19 23 -5 -21 -23 24 -12 26 -4 -27 29 -29
right_child=1 2 25 7 -6 -7 -8 10 9 -11 14 12 -14 -15 -16 16 -18 18 -20 21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=28.297001558501059 135.98597887847836 -353915.34090909094 -1749.9638929548928 156991.44237402346 -4770.556005286051 56857.609827302629 -103091.53435472277 4476.4202911021266 -49911.817129156654 42182.882671223961 -146764.92211277175 -60278.436205690297 -119493.90598422667 -54650.831964835888 -187913.56442464193 136527.69565890331 -52842.619596354169 37506.108942929379 125147.46393798827 22575.74143176182 41939.85069196429 315574.90874399041 58174.350691062529 47539.291294316528 -9888.2143148506657 -16005.051221373426 -39974.285250904824 285542.34169034095 1457.0875264465749 43817.627477728289
leaf_weight=3866640 161577 22 7782 150 511 38 90 429 195 300 69 67 316 497 24 106 36 377 160 1112 105 26 304 171 339 7066 2668 55 22123 449
leaf_count=3866640 161577 22 7782 150 511 38 90 429 195 300 69 67 316 497 24 106 36 377 160 1112 105 26 304 171 339 7066 2668 55 22123 449
internal_value=0 -528.153 -2882.1 6311.66 -26235.3 -99358.6 -152360 10809.6 41165.9 5903.15 5164.34 -10214.7 -55176.7 -26388.8 20114.7 40817.9 88518.3 37353.8 63619 22585.1 109617 35363.5 78454.4 -9239.49 -33036.5 -4128.92 -11509.1 -1531.59 2988.2 70196.3
internal_weight=0 207164 45587 5444 661 150 112 4783 750 495 4033 1988 1022 706 2045 209 142 966 537 2021 255 1442 330 579 408 40143 10450 29693 22627 504
internal_count=4073804 207164 45587 5444 661 150 112 4783 750 495 4033 1988 1022 706 2045 209 142 966 537 2021 255 1442 330 579 408 40143 10450 29693 22627 504
is_linear=0
shrinkage=0.1


Tree=1007
num_leaves=31
num_cat=0
split_feature=6 1 1 4 1 5 0 3 1 1 0 3 4 4 7 0 1 6 0 3 6 3 4 0 4 3 3 6 0 4
split_gain=5.95098e+12 2.14783e+13 7.50655e+13 7.86999e+13 9.39941e+13 8.86813e+13 9.43642e+13 7.37683e+13 6.74939e+13 1.06172e+14 1.50382e+14 6.82999e+13 5.45492e+13 5.89409e+13 6.7217e+13 6.73231e+13 1.0629e+14 1.00807e+14 8.85857e+13 7.78293e+13 7.37352e+13 7.35845e+13 6.70971e+13 5.18067e+13 5.1292e+13 4.81513e+13 7.63887e+13 5.30719e+13 4.62268e+13 5.27775e+13
threshold=100.05000000000001 49.195555600000006 49.095306150000006 5.5000000000000009 49.147669400000005 4.5000000000000009 55.812023600000011 3.5000000000000004 49.692247900000005 50.136929700000003 53.175387700000009 1.5000000000000002 24.500000000000004 17.500000000000004 6.0000000000000009 55.812023600000011 49.111590500000005 134.05000000000004 55.783232450000007 4.5000000000000009 116.05000000000001 5.5000000000000009 7.5000000000000009 55.812023600000011 24.500000000000004 15.500000000000002 13.500000000000002 125.02000000000002 55.82518790000001 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 6 -4 -8 -3 10 -10 -12 13 14 15 17 -17 20 -19 -20 -5 -21 -16 -15 25 26 27 -13 29 -25
right_child=1 8 3 12 -6 -7 7 -9 9 -11 11 24 -14 23 22 16 -18 18 19 21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=20.830996016828223 -315.52648322289519 -28088.97770530251 119840.80673125001 -11044.158852969418 -66389.349905960655 -89235.705625000002 71436.964409722234 -133087.61392780172 -86041.809849654805 -2440.8692146742414 -96927.211579241077 28975.427581595712 -44444.291962502226 53792.77845932413 170952.49906250002 206431.1377016129 13325.663625115863 -53977.212847699178 153040.92448694032 -60519.144223872958 -76418.93972160363 85691.441653481015 26589.229977509473 -18083.443134082921 216434.6410714286 -58058.58298483456 242932.99014945654 96378.713359573288 84127.969759615386 135522.52864583334
leaf_weight=3956282 69221 1001 250 373 54 30 45 29 86 43514 28 287 176 526 40 31 354 91 67 61 321 79 165 329 21 34 23 197 65 24
leaf_count=3956282 69221 1001 250 373 54 30 45 29 86 43514 28 287 176 526 40 31 354 91 67 61 321 79 165 329 21 34 23 197 65 24
internal_value=0 -701.258 367.314 15565.7 56503 75249.3 90479.4 -8714.56 -2411.57 -1829.93 37496.4 55503.7 9384.16 13134.7 1334.89 -6618.39 28874.4 -20393.3 28254.3 64404.3 -41282.4 21985.4 54757.7 32909.3 63098.1 57146.1 64871.8 56410.2 6630.16 -7639.98
internal_weight=0 117522 72331 3110 408 354 324 74 45191 44190 676 590 2702 2526 1582 1377 385 992 298 207 694 140 205 944 562 541 507 484 418 353
internal_count=4073804 117522 72331 3110 408 354 324 74 45191 44190 676 590 2702 2526 1582 1377 385 992 298 207 694 140 205 944 562 541 507 484 418 353
is_linear=0
shrinkage=0.1


Tree=1008
num_leaves=31
num_cat=0
split_feature=6 0 0 5 1 1 4 4 5 4 3 1 1 2 5 0 4 5 4 4 3 2 1 1 4 0 5 3 5 2
split_gain=5.96113e+12 1.38857e+13 2.8241e+13 3.44055e+13 2.75534e+13 2.10139e+13 2.61103e+13 6.6246e+13 3.5408e+13 2.26231e+13 2.21202e+13 1.96227e+13 1.93912e+13 1.91289e+13 2.55254e+13 2.01472e+13 3.00139e+13 1.93264e+13 1.84445e+13 3.22244e+13 1.55346e+13 1.24568e+13 1.21437e+13 1.19077e+13 5.23121e+13 1.1782e+13 1.85546e+13 1.13864e+13 1.38897e+13 4.10471e+13
threshold=247.90000000000001 60.028671700000011 59.848366150000011 3.5000000000000004 30.303340300000002 38.166910000000009 8.5000000000000018 5.5000000000000009 3.5000000000000004 21.500000000000004 18.500000000000004 37.873748150000004 37.858952300000006 451.00000000000006 3.5000000000000004 55.743464250000009 13.500000000000002 1.5000000000000002 16.500000000000004 9.5000000000000018 4.5000000000000009 13505.500000000002 36.049731800000011 92.948588300000011 4.5000000000000009 63.565651350000003 2.5000000000000004 16.500000000000004 2.5000000000000004 2599.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -3 6 7 8 11 21 -11 -2 22 14 15 16 -8 -17 19 -15 -4 23 -10 27 -25 26 -6 28 -7 -30
right_child=1 4 3 -5 25 9 13 -9 12 10 -12 -13 -14 18 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.3879293732246292 -32493.183766811708 144893.327421875 40388.163437500007 -146614.60787037035 34875.748308952483 8970.8638256431277 -120151.93062789353 188870.46666666667 73705.904736328128 -131393.35156982424 -7481.868658088235 67662.198721078734 8209.0215625000001 109636.98296130952 -114160.83729619566 -26522.942518028845 11640.064455159505 84781.788569210737 118884.79089673914 -47915.216061580883 -59038.532646780302 47297.966704021521 183904.20218750002 152892.16916956019 -17584.471890371817 80747.690172230126 -67169.770947265628 52479.750800304886 -106766.96049316408 -3988.6946124029901
leaf_weight=4070611 79 20 30 27 49 905 27 30 20 25 34 26 20 21 23 26 48 39 23 34 33 61 20 27 54 22 28 41 40 1361
leaf_count=4070611 79 20 30 27 49 905 27 30 20 25 34 26 20 21 23 26 48 39 23 34 33 61 20 27 54 22 28 41 40 1361
internal_value=0 4319.11 3021.62 -52169.1 37835.9 4686.22 24972.9 52178.2 27325.1 1214.87 -59986.7 -7692.8 88606.4 2960.27 -16528.7 -489.184 -35805.1 40259.9 43687.3 12241.1 -11692.5 2665.61 128805 1544.29 39241.1 16208.2 -2231.71 243.293 -685.455 -6923.12
internal_weight=0 3193 3074 90 119 2984 436 195 165 2548 59 105 60 241 163 140 75 65 78 55 63 2489 40 2428 81 99 77 2347 2306 1401
internal_count=4073804 3193 3074 90 119 2984 436 195 165 2548 59 105 60 241 163 140 75 65 78 55 63 2489 40 2428 81 99 77 2347 2306 1401
is_linear=0
shrinkage=0.1


Tree=1009
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 1 6 1 1 0 5 0 0 6 6 0 0 0 6 1 6 1 6 6 3 1 1 3 6 3
split_gain=5.7361e+12 3.74305e+13 1.62399e+14 2.04828e+14 1.43057e+14 1.72961e+14 1.73321e+14 1.67308e+14 1.00773e+14 1.09815e+14 8.11184e+13 7.90528e+13 8.80659e+13 6.96974e+13 1.2327e+14 7.34115e+13 6.93536e+13 5.86322e+13 9.49226e+13 3.62703e+14 6.95304e+13 6.17676e+13 1.13517e+14 1.05532e+14 9.72757e+13 8.94455e+13 9.60874e+13 7.34536e+13 6.84709e+13 5.79125e+13
threshold=3.5000000000000004 4.5000000000000009 57.100506200000005 57.125462300000009 82.971668900000012 83.117716000000016 69.605000000000004 38.166910000000009 82.948524700000021 54.992080650000005 2.5000000000000004 54.810424650000009 54.86311005000001 42.205000000000005 41.705000000000005 55.061158000000006 55.050541250000002 44.895258050000002 118.04500000000002 37.682335600000009 103.03500000000001 20.507515800000004 125.02000000000002 130.05000000000004 2.5000000000000004 37.290808600000013 37.475446350000006 2.5000000000000004 156.15000000000003 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 7 6 13 17 29 -10 -11 -8 -13 14 -6 -15 -12 18 -2 -20 -19 22 -22 24 -23 -26 -27 -24 -29 -9
right_child=1 -3 3 -5 5 -7 11 8 9 10 16 12 -14 15 -16 -17 -18 20 19 -21 21 23 27 -25 25 26 -28 28 -30 -31
leaf_value=478.34722913124574 11037.745614023877 27.234485233382983 75940.081356751689 4465.609877369373 14477.52906108617 -3831.1295812756443 -60664.35360471491 -3842.4210692123775 109963.5050625 -20691.865683780561 -112245.50032468617 153168.58802083333 51276.224312737817 25706.01790320313 -32297.377100874655 -63020.699355670105 -36856.014928768382 1299.5931085347065 468178.85056818184 4982.7785691352747 77192.723628339692 -20455.520744058758 -231807.16437499999 14798.067474926098 -201081.97107558139 74855.86615349265 -122469.71398003472 -102142.03054982312 60168.4951171875 -10034.575063903681
leaf_weight=236154 3768 3715317 408 23196 1675 8158 57 28015 50 758 234 93 965 2413 849 97 255 17657 22 73 131 167 20 185 86 34 90 53 51 32773
leaf_count=236154 3768 3715317 408 23196 1675 8158 57 28015 50 758 234 93 965 2413 849 97 255 17657 22 73 131 167 20 185 86 34 90 53 51 32773
internal_value=0 -29.4356 -1750.54 5701.06 -3532.05 5714.62 18379.1 -5099.09 -7769.33 -35350.8 -41177.4 54052.3 60232.7 10477.8 -1256.19 22277.1 -72932 2322.75 13526.8 112249 -20.059 -28540.4 12279.1 -47061.7 -77417.2 -122715 -68364.3 -56299 -22547.4 -7180.83
internal_weight=0 3.83765e+06 122333 23604 98729 14307 6149 84422 62085 1297 1247 1115 1058 5034 2524 2510 489 22337 3863 95 18474 817 255 562 377 210 124 124 104 60788
internal_count=4073804 3837650 122333 23604 98729 14307 6149 84422 62085 1297 1247 1115 1058 5034 2524 2510 489 22337 3863 95 18474 817 255 562 377 210 124 124 104 60788
is_linear=0
shrinkage=0.1


Tree=1010
num_leaves=31
num_cat=0
split_feature=1 1 2 2 4 0 0 1 1 4 1 4 7 1 6 5 0 0 4 0 7 6 6 0 1 1 4 1 5 0
split_gain=5.94652e+12 2.66124e+14 2.13097e+14 1.02664e+14 8.62934e+13 7.43584e+13 2.23318e+14 1.17797e+14 1.12804e+14 1.00152e+14 7.93364e+13 2.29952e+14 2.15529e+14 1.54877e+14 1.91182e+14 1.17483e+14 8.90581e+13 8.41028e+13 8.92904e+13 7.78131e+13 7.41233e+13 7.33207e+13 7.28075e+13 7.13965e+13 1.63097e+14 1.23969e+14 1.20598e+14 1.19364e+14 1.11194e+14 6.83758e+13
threshold=39.596303450000001 39.366401150000009 3191.5000000000005 1250.5000000000002 16.500000000000004 44.046956350000009 44.249882500000005 39.231261550000006 39.079932600000006 11.500000000000002 39.231261550000006 17.500000000000004 6.0000000000000009 39.178027400000005 78.010000000000005 2.5000000000000004 51.659529100000007 51.567244500000008 8.5000000000000018 45.125532050000011 6.0000000000000009 68.00500000000001 67.91500000000002 44.685196900000008 39.029038350000008 38.430814800000007 5.5000000000000009 39.105193450000009 3.5000000000000004 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 9 20 13 12 21 23 19 -16 -14 -17 -19 -15 -7 -12 -10 24 25 26 -8 -26 -28 -30
right_child=-2 2 -4 4 -6 6 10 -9 22 -11 11 -13 16 14 15 17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 28 -29 29 -31
leaf_value=-49916.839586360875 101.16188854753801 -2639.3458440874729 -932.76125630501781 -30351.358786729568 159612.33294270834 -10395.283703294343 14455.84807476501 29604.49920703816 -38251.967748695293 -90161.828839398077 -10640.415619345356 -45033.849347236297 -8544.042078301447 -22168.956627170253 87605.232036632631 -71767.237470585475 20475.535583268236 82694.985862661852 21372.093320047672 7495.1977916275637 66671.598876953125 -40790.052445287045 -102563.79917038913 -110.84249599946375 156060.61529947919 -36017.385245682402 303.08450687105523 25441.223124459553 -113176.82611766142 -18886.491317421434
leaf_weight=211 2394825 1784 7727 6606 24 1818 7446 1590 1116 149 5874 1465 1476 949 381 83 3730 283 1475 12966 134 935 209 1600188 72 806 16698 2471 136 177
leaf_count=211 2394825 1784 7727 6606 24 1818 7446 1590 1116 149 5874 1465 1476 949 381 83 3730 283 1475 12966 134 935 209 1600188 72 806 16698 2471 136 177
internal_value=0 -144.293 -12922.8 -23933.8 -29663.7 -20.2537 -42.2732 20288 -25546.9 -11137 10.4406 -7630 -3069.31 73.0835 9821.64 37060.1 12247.9 26599.6 31243.8 5472.11 -5104.83 -14780.5 -48396.2 -23.5462 5000.21 2570.33 3842.02 29139.5 -803.836 -59856.1
internal_weight=0 1.67898e+06 16141 8414 6630 1.66284e+06 1.66104e+06 1801 3426 2101 1.65761e+06 13480 12015 1.64413e+06 16137 2222 5206 1841 1758 13915 1952 6809 1325 1.62799e+06 27806 25263 24457 2543 17011 313
internal_count=4073804 1678979 16141 8414 6630 1662838 1661037 1801 3426 2101 1657611 13480 12015 1644131 16137 2222 5206 1841 1758 13915 1952 6809 1325 1627994 27806 25263 24457 2543 17011 313
is_linear=0
shrinkage=0.1


Tree=1011
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 1 0 2 5 4 6 1 4 1 6 6 6 4 4 4 1 4 6 6 3 5 6 0 4 1
split_gain=5.74125e+12 3.54609e+13 2.18101e+14 7.77972e+13 8.70619e+13 7.0904e+13 6.63806e+13 8.38885e+13 1.14755e+14 1.20739e+14 7.29821e+13 6.89542e+13 8.93323e+13 8.19674e+13 6.70614e+13 6.62892e+13 7.23655e+13 6.63137e+13 1.12002e+14 8.69315e+13 6.6056e+13 1.88274e+14 6.97199e+13 6.56896e+13 6.14404e+13 5.84818e+13 5.82976e+13 9.80947e+13 2.90147e+14 5.46402e+13
threshold=44.895258050000002 37.780517050000007 38.066230450000006 73.00500000000001 86.030000000000015 37.290808600000013 44.046956350000009 11293.500000000002 2.5000000000000004 8.5000000000000018 156.15000000000003 39.625203600000013 16.500000000000004 39.231261550000006 99.050000000000011 39.810000000000009 55.405000000000008 24.500000000000004 18.500000000000004 19.500000000000004 39.652459050000012 12.500000000000002 54.990000000000002 69.605000000000004 1.5000000000000002 3.5000000000000004 84.00500000000001 44.601833250000006 11.500000000000002 38.011626600000007
decision_type=2 2 2 2 2 2 2 2 2 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 25 11 8 14 -10 -11 12 13 -4 -8 -3 -17 18 26 -20 21 -13 -23 -15 -16 -6 27 28 -18 -29
right_child=-2 2 6 4 5 -7 7 -9 9 10 -12 20 -14 23 24 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1428.8054877802051 27.57063078772892 -969.1072441313313 -44925.155739850234 -26320.515316990986 61059.740173551036 -7885.5718419863424 -3303.8930318057037 7703.6312051132481 -10056.30256219148 -36936.826177020841 -212471.48945312502 -64157.574163211888 201044.70522836538 27865.583386256065 215567.31427408854 25865.189554774333 26592.106071208662 -68500.438089521223 158673.89239864866 38881.419768373416 150.94105507203818 20087.820557461266 166211.53104166666 -17031.828265210024 35701.078410456736 -26698.088296419901 -14805.477757415918 6631.042635228011 283474.54752038041 -40176.855804223807
leaf_weight=40467 3865320 2732 211 2835 289 2389 24570 4892 6256 1810 24 473 26 1908 24 4564 996 109 74 334 108954 119 45 393 91 103 1049 2423 46 278
leaf_count=40467 3865320 2732 211 2835 289 2389 24570 4892 6256 1810 24 473 26 1908 24 4564 996 109 74 334 108954 119 45 393 91 103 1049 2423 46 278
internal_value=0 -511.163 183.565 -2959.45 -13988.8 -1417.57 -879.491 -4511.52 -6334.75 -16670.9 -39233.9 340.599 16635.9 14727.2 -2947.31 12816.8 16631.5 8693.57 10311.7 60608.5 -36.7816 -32145.3 60182.7 20197.3 73238.4 38000.9 6029.31 11868.4 37932.4 1813.35
internal_weight=0 208484 162401 46083 5616 2781 149796 37667 32775 8090 1834 112129 2538 2512 24685 12605 9873 5309 5200 408 109591 637 164 2301 115 392 4792 3743 1042 2701
internal_count=4073804 208484 162401 46083 5616 2781 149796 37667 32775 8090 1834 112129 2538 2512 24685 12605 9873 5309 5200 408 109591 637 164 2301 115 392 4792 3743 1042 2701
is_linear=0
shrinkage=0.1


Tree=1012
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 0 1 6 6 4 6 3 4 0 0 4 4 7 0 0 6 4 0 6 5 6 5 1 3
split_gain=5.51531e+12 1.89936e+13 5.49427e+13 5.31122e+13 1.29053e+14 1.27069e+14 1.92472e+14 3.05003e+14 3.05132e+14 1.47997e+14 1.30901e+14 1.08404e+14 1.28145e+14 1.07847e+14 1.02834e+14 9.04612e+13 8.84393e+13 8.24532e+13 8.21081e+13 7.64994e+13 7.08302e+13 7.77595e+13 7.05071e+13 8.59883e+13 7.73756e+13 6.82108e+13 6.64571e+13 1.10611e+14 6.45888e+13 6.30416e+13
threshold=83.658467900000019 83.000013850000016 53.20799465000001 55.007293000000011 87.395000000000024 54.810424650000009 54.86311005000001 83.086354900000018 93.050000000000011 54.710000000000008 15.500000000000002 53.705000000000005 1.5000000000000002 9.5000000000000018 54.932051950000009 55.043091000000011 9.5000000000000018 3.5000000000000004 6.0000000000000009 55.080855950000007 55.034466500000008 62.995000000000012 12.500000000000002 55.018166200000003 56.505000000000003 4.5000000000000009 66.990000000000023 2.5000000000000004 83.117716000000016 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 13 -4 7 -7 17 11 18 -8 -13 20 -12 22 -10 -9 25 -17 -5 -22 -15 24 -24 -11 -19 -28 -16 -29
right_child=-2 2 3 4 -6 6 9 8 16 10 14 12 -14 15 28 19 -18 26 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=30.721105658052036 485.06119997091247 -44370.45854323815 -4709.7249686656178 36287.682379248203 -37124.677838182826 -1499.7632899637731 -812.01312645631572 -32678.122719242892 180597.26552419356 15865.587097274059 56683.057774512097 -78450.431578341741 -913.43011781797304 -1870.543113604369 -10476.236138627371 -26454.824751952699 436289.45833333331 51040.478055561311 44781.552561421915 30697.516540199955 11434.851063786611 -20005.448966965105 6989.4310064686397 20590.417235747664 -54942.904574807792 -49284.165948337468 274123.47152777779 106786.75492029672 87226.453742074285 -87863.208593750009
leaf_weight=3601077 221656 290 18569 936 1016 1595 17972 106 31 7997 259 401 455 182823 3489 2281 24 1226 1010 261 5325 923 561 2818 315 164 36 99 69 20
leaf_count=3601077 221656 290 18569 936 1016 1595 17972 106 31 7997 259 401 455 182823 3489 2281 24 1226 1010 261 5325 923 561 2818 315 164 36 99 69 20
internal_value=0 -27.9108 -868.861 -818.556 -1576.61 1975.29 5526.74 29159.1 60871.8 3196.63 11408.4 -2468.01 -37236.3 -1392.56 -4153.01 -1849.54 292172 52316.6 17885.1 -20586.7 10633.5 6790.26 -1594.17 12083.9 -15280.8 14556.4 58840.5 120536 -8581.5 74072.5
internal_weight=0 3.85215e+06 251071 250781 197259 53522 34953 3137 1542 31816 12988 18828 856 196243 3817 189059 55 1487 9171 2542 7184 6248 186517 3694 876 8161 1381 155 3558 119
internal_count=4073804 3852148 251071 250781 197259 53522 34953 3137 1542 31816 12988 18828 856 196243 3817 189059 55 1487 9171 2542 7184 6248 186517 3694 876 8161 1381 155 3558 119
is_linear=0
shrinkage=0.1


Tree=1013
num_leaves=31
num_cat=0
split_feature=4 3 7 5 3 4 3 1 6 1 1 0 3 6 0 0 1 0 6 3 0 0 1 0 0 4 1 7 0 0
split_gain=5.70798e+12 4.68637e+13 9.1e+13 8.18232e+13 5.90513e+13 4.78127e+13 8.03211e+13 3.63548e+13 3.56923e+13 5.33716e+13 4.27531e+14 1.73477e+14 1.254e+14 6.69061e+13 7.38899e+13 3.12805e+14 8.71785e+13 8.03334e+13 7.35971e+13 1.26629e+14 5.73748e+13 2.51024e+14 5.38794e+13 5.05829e+13 9.30993e+13 3.80783e+14 2.02306e+14 1.48693e+14 1.46678e+14 1.32372e+14
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 13.500000000000002 7.5000000000000009 12.500000000000002 20.507515800000004 79.015000000000015 82.92647190000001 82.93515810000001 55.014210500000011 4.5000000000000009 99.050000000000011 55.026775150000006 55.017684700000011 82.956351500000011 54.916864950000011 93.050000000000011 5.5000000000000009 55.043091000000011 55.039488700000007 92.90968070000001 59.933037250000005 59.856552950000008 7.5000000000000009 30.205407000000005 6.0000000000000009 59.848366150000011 59.898927250000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -3 -5 -1 23 11 12 -11 14 15 17 -16 -12 19 -17 21 -13 -18 24 28 27 -27 -26 -10 -29
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 13 20 -14 -15 16 18 22 -19 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-161.37732434078333 110.25525783645327 -69340.394043391614 9541.359796329667 -106646.77349917764 -138933.92857142858 -884.73627161275351 52936.129732142857 -8742.2610668426278 590.30812806011625 45398.211277173919 7628.8427209940419 59244.099982395303 324224.44247685187 -3857.3292666340549 -48193.9863106669 4287.420162760417 13373.019332573138 36835.94302231793 360662.45910326089 292485.20025201613 35015.554263219463 364439.47940340912 -11895.365572921493 7161.8136914406023 -29424.24773819109 -151881.40445033481 42159.102721486735 -64629.795473345592 56940.101014025466 101315.97700909871
leaf_weight=1692234 2181312 231 5432 38 35 36555 70 19925 103789 23 4443 147 54 6244 358 30 2177 1195 23 31 177 33 1378 11305 4487 56 1326 68 464 164
leaf_count=1692234 2181312 231 5432 38 35 36555 70 19925 103789 23 4443 147 54 6244 358 30 2177 1195 23 31 177 33 1378 11305 4487 56 1326 68 464 164
internal_value=0 -127.082 -2824.55 -4006.02 -9156.16 -1211.57 -40904 -8928.62 -35.2809 1511.3 6882.42 104805 240939 4206.02 9431.51 16673.3 -1158.24 13819.4 208225 150749 75443 115197 3578.41 791.096 138.461 -11868.2 34296.4 -25387.9 841.105 52676.7
internal_weight=0 1.89249e+06 62286 56854 19998 36856 301 19963 1.83021e+06 137972 16313 434 77 15879 9635 5722 3913 5638 84 61 357 180 3555 121659 110354 6101 1382 4719 104253 232
internal_count=4073804 1892492 62286 56854 19998 36856 301 19963 1830206 137972 16313 434 77 15879 9635 5722 3913 5638 84 61 357 180 3555 121659 110354 6101 1382 4719 104253 232
is_linear=0
shrinkage=0.1


Tree=1014
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 7 0 0 6 6 0 0 1 0 6 3 4 3 6 6 3 6 4 6 5 6 6 6 1 6
split_gain=5.96192e+12 3.36872e+13 8.00318e+13 7.47982e+13 5.47946e+13 5.04755e+13 6.59659e+13 8.74049e+13 9.5478e+13 2.43356e+14 9.61831e+13 9.74277e+13 7.78681e+13 1.39225e+14 7.29946e+13 9.31702e+13 7.91956e+13 7.86377e+13 7.51557e+13 7.17253e+13 6.89911e+13 1.02935e+14 7.6209e+13 6.54869e+13 8.82928e+13 5.40142e+13 4.99049e+13 4.90995e+13 1.25226e+14 1.34145e+14
threshold=18.500000000000004 38.965413050000002 38.927872750000006 45.125532050000011 79.710000000000022 6.0000000000000009 45.063245050000006 45.059854000000009 83.010000000000005 82.905000000000015 45.022979600000006 45.047736150000013 38.958307950000012 45.036141150000006 110.01500000000001 14.500000000000002 23.500000000000004 16.500000000000004 104.01000000000001 100.05000000000001 7.5000000000000009 99.050000000000011 23.500000000000004 102.04000000000001 2.5000000000000004 94.02500000000002 112.00500000000001 64.015000000000015 38.999037500000007 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 5 -5 6 7 8 9 -4 20 12 13 -12 15 18 17 -16 19 -14 -10 -22 26 24 -15 -17 -23 -3 -29 -30
right_child=1 27 3 4 -6 -7 -8 -9 10 -11 11 -13 14 23 16 25 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=48.337463459297908 172.88185421767548 -228.4505633139089 -10949.187979074335 50182.234538922989 225851.22713341346 22251.165498711765 -17450.6782487036 29934.82194553742 -112703.16058910474 -238161.52411112885 186624.42999177633 -149736.54993990387 25698.677373328577 44327.870480213998 40454.581038851349 81406.353234614158 -190532.26177884615 -129628.61963026259 165805.41898148149 -138070.58337673612 -115239.52238581731 96177.518469551287 197598.53164062501 -36003.218022260276 276154.12320312503 253594.8863685345 -51706.742315340911 -19287.192430032435 -6888.5288294083966 1601.4666527834277
leaf_weight=3512946 288860 185161 1241 56 26 2227 1101 1416 74 49 95 26 104 92 111 49 26 36 27 36 52 39 28 73 20 29 55 4560 33848 41341
leaf_count=3512946 288860 185161 1241 56 26 2227 1101 1416 74 49 95 26 104 92 111 49 26 36 27 36 52 39 28 73 20 29 55 4560 33848 41341
internal_value=0 -302.763 430.479 10928.5 105882 9817.09 4022.85 10450.9 -1745.95 -19579.7 21922.4 40333.2 47413.1 88222.6 20076.6 55192 -29653.2 -1198.45 13047.1 -16413.4 -31825.3 2571.01 52785.3 37692 85725.4 145425 9649.49 -1121.91 -3196.36 -2220.49
internal_weight=0 560858 295948 7088 82 7006 4779 3678 2262 1290 972 724 698 280 418 245 173 147 167 140 248 174 122 185 112 78 94 264910 79749 75189
internal_count=4073804 560858 295948 7088 82 7006 4779 3678 2262 1290 972 724 698 280 418 245 173 147 167 140 248 174 122 185 112 78 94 264910 79749 75189
is_linear=0
shrinkage=0.1


Tree=1015
num_leaves=31
num_cat=0
split_feature=6 1 1 4 1 5 0 3 1 1 0 3 4 2 6 4 4 5 6 3 6 7 4 6 6 0 0 4 1 4
split_gain=6.24644e+12 1.88905e+13 6.04741e+13 6.42644e+13 7.62523e+13 7.17997e+13 7.67071e+13 5.97509e+13 5.42222e+13 8.66384e+13 1.21324e+14 5.55833e+13 5.09523e+13 4.54669e+13 4.51713e+13 4.43364e+13 4.72994e+13 5.84725e+13 5.55558e+13 5.65832e+13 1.0528e+14 4.96883e+13 4.45352e+13 4.43173e+13 4.32845e+13 5.26526e+13 1.19024e+14 4.32457e+13 4.21018e+13 6.20843e+13
threshold=100.05000000000001 49.195555600000006 49.095306150000006 5.5000000000000009 49.147669400000005 4.5000000000000009 55.812023600000011 3.5000000000000004 49.692247900000005 50.136929700000003 53.175387700000009 1.5000000000000002 4.5000000000000009 2911.0000000000005 134.05000000000004 24.500000000000004 17.500000000000004 3.5000000000000004 116.05000000000001 4.5000000000000009 130.05000000000004 6.0000000000000009 34.500000000000007 168.45000000000002 122.65000000000002 55.743464250000009 55.728148450000006 8.5000000000000018 60.571186450000006 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 4 5 6 -4 14 13 10 -10 -12 -13 -3 -8 16 17 18 -5 20 27 -19 -17 -18 -15 26 -26 -20 29 -11
right_child=1 8 3 15 -6 -7 7 -9 9 28 11 12 -14 24 -16 22 23 21 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=21.341850837538853 -329.2132563098674 63051.033437500002 107978.90078203124 8126.1680597719942 -59770.175260416669 -80200.708541666681 -25403.973687500002 -119861.04437634698 -77238.515697674418 -10524.191516120647 -87612.277260044648 -53514.464846254014 64971.48665879434 -12286.234289484077 176224.79093750002 -102830.94067205899 25935.431002674934 17609.082255361351 36534.922061011908 -63289.670324308114 127156.07196514423 114475.58251953125 205.66739193925233 163584.43949991863 -52525.483705357154 -92140.110570549252 160734.33331023186 -90825.409246575349 -987.11721511570511 71726.529262222786
leaf_weight=3956282 69221 55 250 598 54 30 25 29 86 6941 28 39 523 549 20 69 920 451 42 306 52 60 107 24 168 198 31 73 36480 93
leaf_count=3956282 69221 55 250 598 54 30 25 29 86 6941 28 39 523 549 20 69 920 451 42 306 52 60 107 24 168 198 31 73 36480 93
internal_value=0 -718.456 283.678 13925.1 50918 67802.6 81506.6 -7926.67 -2322.43 -1801.1 33723.9 49898.1 56749.2 -25337.3 64208.8 8339.25 11720.5 1150.04 -12129.7 -37738.5 9079.81 28982.8 -40189.4 29435 -30476.1 -55630.4 -19304.1 -44311.2 -2352.99 -9436.71
internal_weight=0 117522 72331 3110 408 354 324 74 45191 44190 676 590 562 1001 45 2702 2526 1582 1071 473 167 511 176 944 946 397 199 115 43514 7034
internal_count=4073804 117522 72331 3110 408 354 324 74 45191 44190 676 590 562 1001 45 2702 2526 1582 1071 473 167 511 176 944 946 397 199 115 43514 7034
is_linear=0
shrinkage=0.1


Tree=1016
num_leaves=31
num_cat=0
split_feature=0 3 1 4 4 0 0 6 0 6 5 0 6 4 6 4 4 5 3 6 5 4 4 0 7 1 0 1 3 4
split_gain=5.81323e+12 3.02513e+13 1.16159e+14 1.10315e+14 1.80917e+14 3.81013e+14 1.59995e+14 1.43794e+14 1.09167e+14 8.42112e+13 9.81608e+13 8.01835e+13 8.23778e+13 9.6065e+13 1.13812e+14 7.97426e+13 9.55416e+13 7.8956e+13 9.10699e+13 7.2825e+13 6.79854e+13 1.29035e+14 1.75929e+14 2.82636e+14 1.88719e+14 1.2916e+14 1.60457e+14 1.34805e+14 1.16795e+14 1.12297e+14
threshold=59.963561900000009 8.5000000000000018 30.410676000000006 17.500000000000004 16.500000000000004 60.002985000000002 59.990753350000013 64.805000000000021 60.028671700000011 120.05000000000001 4.5000000000000009 60.042359000000012 35.010000000000012 18.500000000000004 88.825000000000003 26.500000000000004 25.500000000000004 1.5000000000000002 12.500000000000002 75.605000000000004 1.5000000000000002 17.500000000000004 24.500000000000004 59.990753350000013 6.0000000000000009 30.303340300000002 59.982409200000006 30.362494150000003 12.500000000000002 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 8 4 6 17 7 -4 9 15 -11 12 -5 19 -15 16 20 -6 -19 -14 -3 25 23 -23 -24 26 -22 29 -25 -27
right_child=1 2 3 11 5 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 21 22 24 28 -26 27 -28 -29 -30 -31
leaf_value=27.650239833759446 -1347.3863540871316 3892.9255401493269 -22872.704893068338 -734.19365094845625 67524.164610327745 1937.0861324160019 2555.8433303559227 -121866.48321949852 -405.80126698110109 -74408.602391127788 135647.95338671876 -960.53449117472246 -47100.736094003354 -22849.341571965429 148813.36155098159 -30321.188605407078 72354.691406469719 61561.371889648435 192650.54272305436 -137132.5626370614 208231.7881155303 -19770.747309337799 35452.573466162248 25647.756021424673 -37211.67669805522 106157.18225186205 -13680.080581588185 -8555.2203924421137 69622.721204501446 26310.385114027962
leaf_weight=3866640 140617 9306 1209 1706 246 1193 6688 167 25794 202 25 3728 424 3985 39 480 250 80 157 114 33 630 704 916 726 193 2581 1182 1773 2016
leaf_count=3866640 140617 9306 1209 1706 246 1193 6688 167 25794 202 25 3728 424 3985 39 480 250 80 157 114 33 630 704 916 726 193 2581 1182 1773 2016
internal_value=0 -516.081 1240.51 -5193.89 2380.04 32275 -3833.25 -34887.2 3953.31 9303.22 -51274.6 -12573.8 -19481.1 -26491.6 -21185.6 9964.65 10916.8 107209 148401 -66178.1 10151.1 15566.6 27884.1 40517.9 -1438.51 5825.34 -10878.6 18701.8 54642.8 33286.6
internal_weight=0 207164 66547 19736 9740 1676 8064 1376 46811 21017 227 9996 6268 4562 4024 20790 20310 483 237 538 20060 10754 4749 3319 1430 6005 2614 3391 2689 2209
internal_count=4073804 207164 66547 19736 9740 1676 8064 1376 46811 21017 227 9996 6268 4562 4024 20790 20310 483 237 538 20060 10754 4749 3319 1430 6005 2614 3391 2689 2209
is_linear=0
shrinkage=0.1


Tree=1017
num_leaves=31
num_cat=0
split_feature=4 3 1 1 6 3 6 0 0 1 5 0 0 6 6 6 6 0 0 0 1 0 6 6 1 1 0 0 1 6
split_gain=5.70558e+12 3.68038e+13 3.71411e+13 9.12356e+13 5.11446e+13 4.53102e+13 5.70219e+13 4.4931e+13 7.40414e+13 4.2852e+13 8.28048e+13 7.46239e+13 4.96803e+13 4.20685e+13 8.60836e+13 3.75984e+13 7.98484e+13 7.87496e+13 4.4823e+13 4.87383e+13 4.80849e+13 3.64028e+13 3.53107e+13 3.50912e+13 3.43049e+13 7.82467e+13 9.36086e+13 7.54887e+13 1.18812e+14 6.7054e+13
threshold=3.5000000000000004 1.5000000000000002 30.260128500000004 30.303340300000002 149.05000000000004 2.5000000000000004 108.05000000000001 59.91832440000001 59.990753350000013 30.330566300000005 3.5000000000000004 59.950512650000007 59.933037250000005 67.91500000000002 89.00500000000001 112.00500000000001 77.565000000000012 54.943815050000005 60.002985000000002 59.982409200000006 20.507515800000004 60.01610465000001 75.010000000000005 51.015000000000008 30.452677500000004 30.410676000000006 59.699368850000006 59.864072000000007 30.438492500000006 90.045000000000016
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 -1 4 5 15 7 -7 -4 13 10 11 12 -5 -9 -15 16 22 -17 19 20 -18 -13 -3 -14 25 26 -11 28 -27 -28
right_child=-2 2 3 9 -6 6 -8 8 -10 24 -12 21 23 14 -16 17 18 -19 -20 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=1896.0646035352504 -29.357205754249225 -7726.8965677417164 -11884.562632978725 -43028.185662382399 -109991.79672022407 29865.286573701749 -147182.87008928572 56043.323896484384 6878.8754571633272 -120478.08852864584 89930.568929545087 81287.661367187509 -93870.430053710938 276047.95734809031 76985.640164620534 131817.18219339623 -131131.92728456442 -52751.578410823167 14815.139065701844 -185081.5220908717 -26593.011802349673 -28003.943725585938 98168.057296466839 -220293.65199424341 -577.22936199415335 74424.079778421336 30735.861915923157 7748.4339345637582 334423.8470507813 -46465.451428062042
leaf_weight=103034 3837650 1971 47 93 53 136 21 40 61 60 48 40 52 45 42 53 66 41 61 38 132 128 32 38 128923 145 433 149 20 152
leaf_count=103034 3837650 1971 47 93 53 136 21 40 61 60 48 40 52 45 42 53 66 41 61 38 132 128 32 38 128923 145 433 149 20 152
internal_value=0 477.073 -621.217 -392.642 -12827.4 47778.5 6183.69 75567.3 97430.3 -537.583 -33259.1 -50105.5 -94284.4 140924 179949 -10676.4 -13209.9 51313.8 -61597.2 -81347.8 -61439.3 -1982.13 -6035.11 -147249 -437.062 18406.3 -1523.73 59345.5 105939 10676.7
internal_weight=0 236154 133120 130673 2447 392 157 235 188 130281 399 351 183 127 87 2394 2300 94 297 236 198 168 2003 90 129882 959 645 314 165 585
internal_count=4073804 236154 133120 130673 2447 392 157 235 188 130281 399 351 183 127 87 2394 2300 94 297 236 198 168 2003 90 129882 959 645 314 165 585
is_linear=0
shrinkage=0.1


Tree=1018
num_leaves=31
num_cat=0
split_feature=6 6 5 3 5 0 4 4 1 5 2 1 1 1 5 4 0 0 6 6 4 5 4 1 1 0 7 6 0 4
split_gain=5.50542e+12 2.76648e+13 3.08067e+13 2.57412e+13 2.88361e+13 4.51603e+13 5.15687e+13 1.55199e+14 3.07666e+13 2.63123e+13 3.8226e+13 4.35358e+13 7.4211e+13 3.76868e+13 3.03441e+13 3.0705e+13 3.9384e+13 4.91476e+13 2.74513e+13 5.95275e+13 2.74981e+13 2.61853e+13 2.57391e+13 5.50159e+13 4.0701e+13 5.42747e+13 4.18082e+13 3.9478e+13 4.69032e+13 1.16158e+14
threshold=34.010000000000012 32.515000000000008 5.5000000000000009 1.5000000000000002 3.5000000000000004 45.055912800000009 5.5000000000000009 8.5000000000000018 40.965343750000009 1.5000000000000002 75.000000000000014 37.618684050000006 37.649344350000007 37.374856000000008 2.5000000000000004 17.500000000000004 55.783232450000007 55.676890650000011 15.450000000000001 25.305000000000003 5.5000000000000009 2.5000000000000004 12.500000000000002 82.948524700000021 83.011163250000024 55.030407050000001 6.0000000000000009 29.715000000000003 44.046956350000009 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 9 8 -7 -8 -6 22 11 13 -13 -11 15 16 17 -15 -12 20 -20 -22 27 -24 25 -25 -27 -5 29 -29
right_child=-2 -3 -4 4 5 6 7 -9 -10 10 18 12 -14 14 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-1949.8547258162439 -45.979998216234222 1374.5274836791532 -118501.76004971593 2645.3248996026887 167373.02176897321 -30551.792870142555 269436.89852430555 12331.721897243924 18486.293342391305 -58355.545610119058 1908.6652480252681 -167555.56334375002 29255.377096036584 19253.751736111113 193092.53936878554 167629.73226902174 -48641.776935369322 214768.17197265627 -24287.669199062162 -5120.3057374521777 -47444.069102343754 -145302.81026785713 -577.23027579222787 -343.67643617787274 -2405.3003195923352 -46561.200466513779 -15897.749612615526 6415.5712193749414 -352.19165772535041 84248.613493408207
leaf_weight=66728 3522711 165685 22 77673 35 154 27 180 23 21 2668 25 82 36 22 23 33 20 1029 4490 125 35 54565 946 2694 821 970 4645 167116 200
leaf_count=66728 3522711 165685 22 77673 35 154 27 180 23 21 2668 25 82 36 22 23 33 20 1029 4490 125 35 54565 946 2694 821 970 4645 167116 200
internal_value=0 293.915 -170.636 -163.881 210.108 26426.7 13267.4 45867.2 108332 175.591 -5277.56 32333.7 -16728.5 66202.4 85722.7 64632.2 38014.8 89080.3 -6458.13 -10388.9 -30284.4 -68850.7 327.211 -1532.59 -11131 -19719.6 -29954 774.187 -70.9859 9628.49
internal_weight=0 551093 385408 385386 318658 419 361 207 58 318239 8609 262 107 155 134 112 89 56 8347 5679 1189 160 309630 59996 5431 2737 1791 249634 171961 4845
internal_count=4073804 551093 385408 385386 318658 419 361 207 58 318239 8609 262 107 155 134 112 89 56 8347 5679 1189 160 309630 59996 5431 2737 1791 249634 171961 4845
is_linear=0
shrinkage=0.1


Tree=1019
num_leaves=31
num_cat=0
split_feature=6 1 3 7 1 1 0 6 2 4 1 4 4 5 0 5 4 0 6 0 0 1 2 1 1 2 0 4 3 0
split_gain=6.49538e+12 1.6983e+13 3.29425e+13 2.56301e+13 2.45405e+13 2.13466e+13 3.00543e+13 1.73608e+13 1.90054e+13 1.70141e+13 1.6031e+13 1.59162e+13 3.52385e+13 2.07251e+13 1.79211e+13 1.48204e+13 1.34498e+13 2.81422e+13 2.29524e+13 1.33591e+13 2.45016e+13 2.40422e+13 1.14977e+13 1.08625e+13 1.4489e+13 1.08266e+13 1.73609e+13 1.25125e+13 2.00495e+13 1.06161e+13
threshold=21.020000000000003 37.978059650000013 1.5000000000000002 6.0000000000000009 37.534144550000008 38.893394150000006 55.418618900000006 15.450000000000001 3338.0000000000005 5.5000000000000009 38.893394150000006 5.5000000000000009 8.5000000000000018 1.5000000000000002 55.81943720000001 1.5000000000000002 3.5000000000000004 45.047736150000013 19.050000000000004 55.721784200000009 55.801384500000005 37.631035900000008 915.50000000000011 37.563506350000004 37.858952300000006 2632.5000000000005 56.006509350000009 4.5000000000000009 3.5000000000000004 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -5 8 11 -1 -3 25 14 -14 -13 -10 -7 18 -18 -11 21 -21 -12 -6 -25 26 -4 -27 -29 -9
right_child=-2 3 4 5 23 16 -8 29 15 19 22 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-10370.840536505726 11.447761517254065 11857.421700430603 2994.3775797526046 -25714.441064453127 -28829.228427662569 -10927.333034544354 112854.59194444444 5667.090155840734 19062.328692382813 -22257.560309266446 25703.140589663861 59642.531657608692 55145.537065219884 1870.1318348604091 187414.44851190477 -85188.871692708344 26640.458401956643 7676.3072564038566 109402.34373982747 -181935.54826388892 -36768.880087002843 -41106.608851207391 -1890.8542700458365 -3341.6027683962711 -20247.36352855738 90687.294140625003 -87771.076866319461 -50355.038854586695 66384.438588169651 -7342.1609420145269
leaf_weight=459 4040593 905 96 24 272 316 45 1290 25 239 152 23 128 170 21 30 111 1742 48 27 143 22 22991 1911 690 24 27 31 28 1221
leaf_count=459 4040593 905 96 24 272 316 45 1290 25 239 152 23 128 170 21 30 111 1742 48 27 143 22 22991 1911 690 24 27 31 28 1221
internal_value=0 -1392.78 -5817.91 -237.183 -3149.4 9881.37 64656.7 3000.19 18236.8 -23768.9 -1199.05 23861.2 37087.8 24753.5 120625 -37802 8176.59 11352.2 51625.2 -38037.4 -57680 -118706 -1709.62 -9814.84 -7826.41 1902.4 -16929.7 29810.3 5046.75 -658.794
internal_weight=0 33211 6877 26334 5987 2286 69 3114 603 890 24048 548 342 298 44 55 2217 1901 159 431 192 49 23143 2873 2601 206 123 83 59 2511
internal_count=4073804 33211 6877 26334 5987 2286 69 3114 603 890 24048 548 342 298 44 55 2217 1901 159 431 192 49 23143 2873 2601 206 123 83 59 2511
is_linear=0
shrinkage=0.1


Tree=1020
num_leaves=31
num_cat=0
split_feature=1 0 4 4 4 6 6 6 5 6 6 6 6 3 0 6 4 6 4 6 6 5 4 6 3 4 3 6 5 5
split_gain=5.47007e+12 2.86678e+13 6.3404e+13 9.87519e+13 7.17753e+13 6.99606e+13 4.98932e+13 7.16766e+13 7.8352e+13 3.85715e+13 3.6814e+13 3.66099e+13 4.3522e+13 4.19955e+13 3.52312e+13 3.34691e+13 1.20596e+14 4.77249e+13 6.55046e+13 5.15577e+13 6.64017e+13 5.77402e+13 5.0424e+13 4.49529e+13 4.43556e+13 3.49951e+13 4.08326e+13 4.0347e+13 5.88324e+13 3.90822e+13
threshold=20.507515800000004 54.724612400000005 9.5000000000000018 15.500000000000002 4.5000000000000009 56.205000000000005 125.02000000000002 108.05000000000001 3.5000000000000004 64.805000000000021 103.03500000000001 55.405000000000008 102.04000000000001 1.5000000000000002 54.707511300000007 156.15000000000003 5.5000000000000009 130.05000000000004 8.5000000000000018 118.04500000000002 106.49500000000002 3.5000000000000004 8.5000000000000018 120.05000000000001 4.5000000000000009 3.5000000000000004 2.5000000000000004 89.00500000000001 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 4 -4 6 -6 7 11 -9 -5 -11 -1 13 -13 -15 17 -17 19 -19 20 25 24 -21 -24 -22 -3 -27 28 -28 -29
right_child=-2 15 3 9 5 -7 -8 8 -10 10 -12 12 -14 14 -16 16 -18 18 -20 22 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-6443.9204993112598 -8.1913547400549902 -36160.843473653593 22107.370975756206 4113.245960985756 -25.637136514058064 -22091.491022904578 -55206.06603589328 158520.38467371324 -29270.460369318185 -27161.340138270607 77414.741618303568 67907.251699672968 -76274.34328125001 -20509.757160003493 34707.371242181507 253074.30208333337 -41531.963115530307 -114767.97590228874 63596.197898706901 24295.46251603312 -164547.98278061225 75410.319375000006 244560.02350543477 63545.739613970596 -39748.028469669123 20037.007897892618 3764.1861492096236 -92641.033167613641 -40200.777791642555 45093.842045838159
leaf_weight=700 4053548 188 2339 1194 2573 3254 106 68 33 881 35 215 40 179 326 24 33 71 29 134 49 25 23 34 68 1941 5024 22 324 324
leaf_count=700 4053548 188 2339 1194 2573 3254 106 68 33 881 35 215 40 179 326 24 33 71 29 134 49 25 23 34 68 1941 5024 22 324 324
internal_value=0 1639.22 -1499.42 7957.01 -7113.47 -12348 11183.8 15692 97163 -7729.1 -23165.5 10056 25253.2 30893.6 15135.4 6148.4 82512.8 5621.18 -63042.4 6463.06 5231.85 -62538.4 57806.4 136587 -92014.7 6461.99 7511.51 3241.75 1100.64 36336.1
internal_weight=0 20256 11943 4449 7494 5827 1667 1561 101 2110 916 1460 760 720 505 8313 57 8256 100 8156 7965 142 191 57 117 7823 7635 5694 5348 346
internal_count=4073804 20256 11943 4449 7494 5827 1667 1561 101 2110 916 1460 760 720 505 8313 57 8256 100 8156 7965 142 191 57 117 7823 7635 5694 5348 346
is_linear=0
shrinkage=0.1


Tree=1021
num_leaves=31
num_cat=0
split_feature=1 0 2 6 0 0 0 0 2 4 6 6 5 3 6 4 6 6 4 3 6 2 6 0 6 7 0 0 5 6
split_gain=5.43157e+12 1.1746e+13 3.47661e+13 3.01238e+13 2.61048e+13 3.03046e+13 1.99086e+13 4.21222e+13 5.44461e+13 3.26847e+13 2.7939e+13 2.72984e+13 2.41778e+13 3.85785e+13 2.27689e+13 2.71631e+13 2.4763e+13 2.42081e+13 2.06294e+13 2.01124e+13 2.00812e+13 2.85839e+13 2.01429e+13 1.72929e+13 1.61822e+13 1.60617e+13 1.6046e+13 6.97289e+13 2.91933e+13 3.17565e+13
threshold=113.48479755000001 52.07762420000001 10876.500000000002 189.00000000000003 54.604289300000012 56.638205000000006 52.02416370000001 50.556058150000005 9907.0000000000018 9.5000000000000018 43.905000000000008 44.820000000000007 2.5000000000000004 10.500000000000002 125.02000000000002 6.5000000000000009 72.50500000000001 156.15000000000003 3.5000000000000004 1.5000000000000002 54.410000000000004 9907.0000000000018 56.805000000000007 56.791379400000004 62.995000000000012 6.0000000000000009 58.08467765000001 56.83050475000001 1.5000000000000002 47.805000000000007
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 3 23 6 24 -6 7 12 -9 11 -11 18 20 -14 16 -16 19 -17 -8 -13 -2 22 -22 -3 -4 -10 27 -7 29 -28
right_child=1 2 4 -5 5 26 9 8 25 10 -12 14 13 -15 15 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-9.2906861511065273 5736.1093178358387 -35529.887528616986 21229.557165979459 108587.14273726853 -69396.29759826661 -3436.1543271208898 -35698.002224319047 -57284.594686665063 -7990.1484972160906 25103.838165075915 -9738.0086980773922 -4423.0002348426597 -8095.0582520325061 82021.146173469388 48558.168286830361 -21058.383794806985 30230.742769729761 -128897.9534765625 2892.7929099553394 14821.532352911578 78488.128576944044 -26183.965457286005 25832.653985908706 29255.233016304348 91555.852238948166 37830.181012658228 -4088.6643440468465 -82807.723756145613 6822.1876065131692 -50996.210554339174
leaf_weight=4047600 2602 395 162 27 64 2415 148 231 2420 265 1750 663 1557 49 35 68 856 30 2163 3002 86 92 468 46 41 79 1788 116 4429 157
leaf_count=4047600 2602 395 162 27 64 2415 148 231 2420 265 1750 663 1557 49 35 68 856 30 2163 3002 86 92 468 46 41 79 1788 116 4429 157
internal_value=0 1435.09 -1346.35 3046.68 -27.6779 -830.287 2874.64 -897.837 -10835.3 6060.66 -5155.83 9305.63 4691.21 -5345.56 13717.2 -27063 14916.9 -54070.5 421.379 11340.2 9653.97 25434.6 34006.6 -28772.3 35433.4 -6541.65 -337.504 -7073.89 2337.39 -7875.03
internal_weight=0 26204 9613 16591 9172 8969 16564 7584 2730 8980 2015 6965 4854 1606 4654 133 4521 98 2311 3665 3248 646 554 441 203 2499 8905 2531 6374 1945
internal_count=4073804 26204 9613 16591 9172 8969 16564 7584 2730 8980 2015 6965 4854 1606 4654 133 4521 98 2311 3665 3248 646 554 441 203 2499 8905 2531 6374 1945
is_linear=0
shrinkage=0.1


Tree=1022
num_leaves=31
num_cat=0
split_feature=6 7 1 0 0 0 4 0 0 3 4 1 1 1 1 5 6 4 0 4 1 0 6 6 2 0 1 2 5 2
split_gain=5.44778e+12 3.44415e+13 5.62571e+13 1.011e+14 5.85221e+13 2.03048e+14 8.04322e+13 1.10907e+14 7.72109e+13 8.10258e+13 8.11646e+13 9.93508e+13 6.62329e+13 6.38658e+13 7.22699e+13 7.43565e+13 1.32607e+14 8.11374e+13 8.07529e+13 6.98041e+13 6.81212e+13 5.90739e+13 6.2894e+13 5.6077e+13 7.88211e+13 1.37817e+14 1.47019e+14 7.18944e+13 9.25621e+13 7.53846e+13
threshold=88.825000000000003 6.0000000000000009 60.605526900000008 54.992080650000005 59.856552950000008 56.850115550000005 25.500000000000004 59.848366150000011 59.982409200000006 5.5000000000000009 14.500000000000002 30.084656550000002 30.084656550000002 30.242318500000007 30.323041000000003 3.5000000000000004 103.03500000000001 18.500000000000004 60.01610465000001 24.500000000000004 30.260128500000004 59.905532300000012 116.05000000000001 94.02500000000002 75.000000000000014 55.649510000000014 37.543519500000009 1696.0000000000002 3.5000000000000004 2200.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -6 21 -12 -9 -10 15 18 20 -18 -15 -19 -17 -11 -23 -3 25 26 -25 28 -26 -29
right_child=1 2 3 -5 8 6 -8 12 13 10 11 -13 -14 14 -16 16 17 19 -20 -21 -22 22 -24 24 27 -27 -28 29 -30 -31
leaf_value=27.885146694865956 217.04586586531337 -9361.362350497955 -14370.635561520528 8217.3946275247563 -1734.818707400141 -24755.965242093178 58994.971794245794 16065.856871448865 22133.386069247161 654.17353897094733 -102591.36693384741 14059.024664973267 -103726.10172786913 -27439.783084218368 -3830.9706310919373 192331.73383152173 -168399.01750000002 166901.20687500003 -98466.894387898617 -39637.05891493056 12676.695472756412 69000.547189825826 -3386.4114183728448 -28736.375387040807 -42014.767383699393 31316.867517230494 71574.445746731624 34271.006995115946 7128.0942273632818 -2256.8885435667462
leaf_weight=3849942 170184 10413 2518 9300 2642 3446 104 55 550 244 77 1410 287 409 1845 46 40 20 263 90 39 697 145 940 991 1866 173 589 625 13854
leaf_count=3849942 170184 10413 2518 9300 2642 3446 104 55 550 244 77 1410 287 409 1845 46 40 20 263 90 39 697 145 940 991 1866 173 589 625 13854
internal_value=0 -479.564 -2688.14 3404.68 -4408.28 -6298.01 -27764.5 -30146.5 2989.81 10566.1 23196.9 8018.62 -84461.3 -8975.79 -15193.1 -38305.7 10112.3 -46435.1 -55237.6 -2084.65 109902 43979.7 56534.9 -3461.18 -234.028 14705.4 -13144.5 -3005.35 -23008.4 -767.244
internal_weight=0 223862 53678 11818 41860 33343 3892 3788 8517 5215 2573 1487 342 3302 2752 907 235 150 672 110 85 1086 842 29451 19038 2979 1113 16059 1616 14443
internal_count=4073804 223862 53678 11818 41860 33343 3892 3788 8517 5215 2573 1487 342 3302 2752 907 235 150 672 110 85 1086 842 29451 19038 2979 1113 16059 1616 14443
is_linear=0
shrinkage=0.1


Tree=1023
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 7 4 5 5 1 0 1 5 0 6 4 1 4 0 4 1 6 3 1 4 6 6 4 0 0
split_gain=5.4117e+12 3.83885e+13 4.76844e+13 5.90748e+13 1.61704e+14 9.50823e+13 1.58594e+14 1.78745e+14 1.36275e+14 1.34187e+14 1.09281e+14 9.54413e+13 9.11355e+13 1.63429e+14 1.60077e+14 1.5134e+14 1.26553e+14 1.25506e+14 9.96727e+13 1.04697e+14 1.21695e+14 8.12801e+13 7.81066e+13 7.60382e+13 7.19554e+13 8.85152e+13 2.0013e+14 9.79272e+13 7.10405e+13 9.47814e+13
threshold=55.405000000000008 50.010000000000012 5.5000000000000009 75.000000000000014 37.290808600000013 6.0000000000000009 21.500000000000004 1.5000000000000002 2.5000000000000004 37.740454950000007 55.876067900000002 37.649344350000007 1.5000000000000002 55.660117850000006 51.405000000000008 25.500000000000004 37.563506350000004 16.500000000000004 55.858844800000007 18.500000000000004 37.600779750000008 51.405000000000008 1.5000000000000002 37.768783500000005 27.500000000000004 53.005000000000003 52.330000000000005 26.500000000000004 55.710673100000008 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 -8 9 10 12 -9 14 -14 -7 17 -16 21 19 20 -19 -15 -6 -11 25 26 -17 -28 -18 -30
right_child=-2 2 3 -5 5 8 7 11 -10 23 -12 -13 13 15 16 24 28 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=60.740330106202464 142.93818313214726 894.08649094597604 52665.497470781207 -2431.5011746034343 -25107.782509821718 -24996.116290620848 -18697.403055633062 78395.798883274343 111269.72542219068 66603.23243146624 29347.49375117305 -2078.7487800973363 -1169.5352819897821 -67296.970749753658 -3818.2247649548103 -37276.028714364038 -13560.339602726064 -326391.75324074074 10036.145979352679 -50841.066895782431 -95772.262500000012 -828.45267709058544 5014.0071710749544 9215.3361143530874 -11657.942726801059 -855.9496410204016 321331.18042868591 98640.112065429683 181928.66006174395 56994.745526687242
leaf_weight=2143200 1605109 87325 625 208527 914 470 378 757 99 336 666 183 4250 222 204 57 47 27 245 2083 150 1074 14803 738 809 184 39 40 124 119
leaf_count=2143200 1605109 87325 625 208527 914 470 378 757 99 336 666 183 4250 222 204 57 47 27 245 2083 150 1074 14803 738 809 184 39 40 124 119
internal_value=0 -92.9363 -1104.81 -1837.7 2339.42 1255.48 6056.44 39376 -5569.55 -6542.88 -9892.24 62728.9 -12468.5 -15540.1 16781.2 -27928.4 56528.9 -37477.3 -50547.5 -57115.2 -130952 -12214.3 3262.32 27169.1 4219.68 44360.3 105535 208576 98980 120747
internal_weight=0 2.4687e+06 325495 238170 29643 29018 17035 1318 11983 11884 10810 940 10144 9180 964 4930 494 3801 2505 2260 177 1296 15717 1074 1129 320 136 79 290 243
internal_count=4073804 2468695 325495 238170 29643 29018 17035 1318 11983 11884 10810 940 10144 9180 964 4930 494 3801 2505 2260 177 1296 15717 1074 1129 320 136 79 290 243
is_linear=0
shrinkage=0.1


Tree=1024
num_leaves=31
num_cat=0
split_feature=2 5 0 1 4 6 4 4 4 3 5 5 6 1 4 3 0 6 6 0 0 4 4 0 7 1 6 5 4 1
split_gain=5.62871e+12 3.5251e+13 3.30045e+13 1.65815e+14 1.2929e+14 1.14315e+14 6.98948e+13 6.30086e+13 5.45745e+13 4.82605e+13 4.3493e+13 3.76687e+13 6.235e+13 8.0674e+13 3.76548e+13 9.05727e+13 8.20077e+13 7.56932e+13 1.12667e+14 9.06458e+13 1.3789e+14 1.97196e+14 1.30681e+14 1.43016e+14 7.97586e+13 1.22797e+14 8.14985e+13 7.89529e+13 1.6736e+14 6.88229e+13
threshold=36.000000000000007 6.5000000000000009 55.910578700000009 37.331232350000008 4.5000000000000009 53.705000000000005 10.500000000000002 5.5000000000000009 17.500000000000004 12.500000000000002 2.5000000000000004 1.5000000000000002 57.995000000000012 37.234509300000006 12.500000000000002 11.500000000000002 55.418618900000006 59.815000000000005 72.50500000000001 55.768246800000007 55.759969450000007 6.5000000000000009 3.5000000000000004 55.812023600000011 6.0000000000000009 37.71815560000001 80.720000000000013 1.5000000000000002 10.500000000000002 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -6 -4 9 -7 -5 -9 -13 -14 15 17 -16 -1 27 20 -20 -22 23 -21 26 -26 -23 28 -19 -29
right_child=-2 -3 3 4 5 8 -8 11 -10 -11 -12 12 13 -15 16 -17 -18 18 19 22 21 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=196.75670249079241 32.566058689691168 107969.04401041668 -86439.920608038665 21541.56358173077 -129692.32968750001 -69338.012990741583 -7146.313427153952 -8023.2852574670442 -118268.05477192666 16428.941613924049 201155.80044642859 32528.845823982232 -7443.7090482548629 161706.69917834052 83865.442548331572 -24133.403491183781 473.82896589997711 -25805.795088252315 -1824.1179113520848 30138.673125000001 17011.128039886757 44613.485081129809 18480.747152019187 -343506.29862351192 -69328.868963068177 -370828.42857142864 -185152.7427425987 -12858.983611248494 202753.05825471701 125578.06949869794
leaf_weight=70407 3783399 30 76 26 50 387 673 1241 191 79 28 961 1017 29 118 1798 188424 81 6823 20 109 26 3066 21 22 35 38 14540 53 36
leaf_count=70407 3783399 30 76 26 50 387 673 1241 191 79 28 961 1017 29 118 1798 188424 81 6823 20 109 26 3066 21 22 35 38 14540 53 36
internal_value=0 -424.271 -435.47 -8695.59 -37117.7 -43057.4 -15621.1 3565.92 -73249.8 -54798.1 114675 5671.97 14140.2 -2754.07 -297.867 -1898.04 526.02 -1478.43 -6220.9 1877.88 -4391.3 -80547.3 16109.1 -161240 -168430 -254460 -91810.2 -11814.6 64594.3 -12517.1
internal_weight=0 290405 290375 4758 1434 1380 723 3324 657 466 54 3248 2007 1046 285617 97075 188542 95277 24870 10160 7053 230 3107 41 121 57 64 14710 134 14576
internal_count=4073804 290405 290375 4758 1434 1380 723 3324 657 466 54 3248 2007 1046 285617 97075 188542 95277 24870 10160 7053 230 3107 41 121 57 64 14710 134 14576
is_linear=0
shrinkage=0.1


Tree=1025
num_leaves=31
num_cat=0
split_feature=6 3 0 0 3 0 2 3 1 1 0 1 6 6 3 6 0 6 6 4 0 6 1 0 3 0 0 4 1 0
split_gain=5.57065e+12 1.7276e+13 4.74136e+13 7.11402e+13 4.12099e+13 5.59014e+13 4.33664e+13 4.22018e+13 4.08227e+13 4.38914e+13 3.60377e+13 4.49839e+13 3.63717e+13 3.63552e+13 6.44542e+13 3.80458e+13 8.98756e+13 8.9112e+13 3.58933e+13 3.92231e+13 3.31507e+13 3.30223e+13 4.48895e+13 3.06605e+13 3.02561e+13 9.24605e+13 5.49985e+13 6.07858e+13 7.08648e+13 9.68527e+13
threshold=100.05000000000001 20.500000000000004 55.759969450000007 55.721784200000009 21.500000000000004 45.055912800000009 3999.0000000000005 23.500000000000004 39.044653900000007 39.069277450000008 47.222459950000008 39.033214400000013 116.05000000000001 189.00000000000003 23.500000000000004 156.15000000000003 55.050541250000002 149.05000000000004 156.15000000000003 28.500000000000004 55.061158000000006 125.02000000000002 38.989878900000008 51.707269950000004 19.500000000000004 47.295021550000008 53.244414800000008 24.500000000000004 65.574968200000015 55.061158000000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 21 -3 -10 11 12 -7 15 -15 17 -17 23 -4 -20 -18 -6 -23 -12 -2 -26 -27 28 -28 -30
right_child=1 2 18 -5 5 10 -8 -9 9 -11 13 -13 -14 14 -16 16 20 -19 19 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=20.154358326820965 -751.880059172541 34499.044199428768 -2071.1041719927107 142367.95511363636 -110684.73187454579 127893.46355298914 -3599.8166807432435 8081.2109457326487 225068.68810096156 75736.788565779323 -86370.516406250012 139063.14689062501 -18724.55155029297 14075.168386008525 -213430.10968749999 203563.13433263442 -97914.760937500003 -159645.99684979839 -85843.091751802887 39285.801538825755 57896.201024034293 76917.608189655177 -86488.297460937509 16541.59510065561 -71316.20267889752 153521.24089673915 -6211.3072145432698 -49120.656881385221 7892.6267826872054 215517.63042868592
leaf_weight=3956282 113230 186 1400 44 86 23 148 129 26 81 30 50 64 33 20 34 22 31 104 33 36 29 40 827 246 23 260 195 53 39
leaf_count=3956282 113230 186 1400 44 86 23 148 129 26 81 30 50 64 33 20 34 22 31 104 33 36 29 40 827 246 23 260 195 53 39
internal_value=0 -678.48 6266.35 16664.6 13745.9 5624.43 40522.7 -34173.7 62809.9 112023 15284.8 63476.9 20036.5 8893.44 -71775.9 13256.2 74470.5 6914.14 -6851.53 -55702.6 -1204.51 -69340.7 -17810.5 12939.1 -890.151 -20076.9 2036.87 -4332.67 20478.9 95907.6
internal_weight=0 117522 3476 1939 1895 1454 441 284 293 107 1170 137 87 1033 53 980 92 888 1537 137 58 155 69 857 114046 816 570 547 352 92
internal_count=4073804 117522 3476 1939 1895 1454 441 284 293 107 1170 137 87 1033 53 980 92 888 1537 137 58 155 69 857 114046 816 570 547 352 92
is_linear=0
shrinkage=0.1


Tree=1026
num_leaves=31
num_cat=0
split_feature=6 3 0 5 5 0 0 2 4 0 0 5 1 4 3 4 3 4 5 0 2 4 4 4 1 5 1 0 4 0
split_gain=5.43114e+12 1.1813e+13 4.89029e+13 5.10698e+13 2.48322e+13 7.72972e+13 6.82323e+13 1.75335e+13 1.74601e+13 1.83765e+13 2.34941e+13 2.60878e+13 1.69896e+13 2.35174e+13 3.42086e+13 2.29485e+13 4.07108e+13 2.58319e+13 4.49539e+13 4.42723e+13 2.8637e+13 1.88625e+13 1.67747e+13 4.01893e+13 2.08003e+13 1.94048e+13 1.96119e+13 1.91872e+13 1.33649e+13 1.32548e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 3.5000000000000004 3.5000000000000004 55.910578700000009 52.02416370000001 13505.500000000002 2.5000000000000004 56.342669500000007 45.082176650000008 2.5000000000000004 38.948208550000011 19.500000000000004 17.500000000000004 3.5000000000000004 2.5000000000000004 15.500000000000002 4.5000000000000009 55.390026600000006 2828.5000000000005 11.500000000000002 5.5000000000000009 8.5000000000000018 37.331232350000008 2.5000000000000004 37.586700500000006 55.743464250000009 18.500000000000004 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -12 15 -14 -15 16 -3 18 21 -20 29 22 25 -24 -25 26 -17 -26 -22 -19
right_child=1 7 4 -5 5 -7 -8 -9 9 -11 11 -13 13 14 -16 17 -18 20 19 -21 28 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-3.233814967535682 -29267.627894467216 3858.5327287946429 21337.537027188009 -198973.29325000002 -3139.7383978074599 -81078.082275390625 196775.9751644737 62637.07375000001 42111.970345052083 17366.496885850695 -36862.47928020198 -143323.24111938477 3308.7314682381993 -133926.38311491936 9382.4166883680573 -21570.440173611114 183413.38750000001 -13576.294109786186 9404.0324368990387 -171812.31540178572 172706.95215773812 -32895.112471147018 149922.92504272462 74379.795148026315 -80689.399757667838 -67021.653881048391 72320.26788441051 45119.366761363635 65447.333653846152 53762.676223958333
leaf_weight=4070611 61 28 116 25 31 32 38 55 24 63 82 32 1993 31 36 45 23 57 26 28 21 66 32 38 27 31 44 22 26 60
leaf_count=4070611 61 28 116 25 31 32 38 55 24 63 82 32 1993 31 36 45 23 57 26 28 21 66 32 38 27 31 44 22 26 60
internal_value=0 4122.64 -9926.86 -78600.7 4202.2 47382.7 106959 6755.95 -9555.63 -27384.5 -47814.3 -66746.2 5589.1 1349.68 -56924.6 20803.7 84834.3 14559.8 -461.25 -84560 47441.4 14428.4 27496.8 54100.7 18855.7 1114.59 24847.4 -24203.8 113372 20956.5
internal_weight=0 3193 504 86 418 101 69 2689 317 201 138 114 2634 2060 67 574 51 523 359 54 164 305 239 119 87 120 89 49 47 117
internal_count=4073804 3193 504 86 418 101 69 2689 317 201 138 114 2634 2060 67 574 51 523 359 54 164 305 239 119 87 120 89 49 47 117
is_linear=0
shrinkage=0.1


Tree=1027
num_leaves=31
num_cat=0
split_feature=6 1 3 7 6 1 1 4 0 0 0 4 4 3 5 4 2 5 5 4 1 3 0 4 0 6 1 1 4 0
split_gain=5.38754e+12 1.38526e+13 2.67172e+13 2.07485e+13 2.0117e+13 1.88142e+13 1.72921e+13 2.65132e+13 1.68723e+13 1.44471e+13 1.40613e+13 1.98901e+13 3.4163e+13 4.12351e+13 1.98729e+13 1.38774e+13 1.32812e+13 1.25693e+13 2.23696e+13 2.56399e+13 1.43272e+13 1.17905e+13 1.15693e+13 1.08903e+13 2.29725e+13 1.3818e+13 1.35676e+13 1.08814e+13 1.07941e+13 1.07621e+13
threshold=21.020000000000003 37.978059650000013 1.5000000000000002 6.0000000000000009 15.450000000000001 37.858952300000006 38.893394150000006 11.500000000000002 55.676890650000011 55.749683450000006 55.520061350000013 5.5000000000000009 8.5000000000000018 3.5000000000000004 1.5000000000000002 5.5000000000000009 2691.5000000000005 1.5000000000000002 2.5000000000000004 14.500000000000002 37.234509300000006 4.5000000000000009 55.60524465000001 3.5000000000000004 45.059854000000009 19.050000000000004 39.596303450000001 38.430814800000007 5.5000000000000009 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 8 7 -5 22 -10 14 -12 13 -13 -4 -1 -3 -14 -19 20 -20 -16 -6 -8 25 -25 -27 28 -18 -17
right_child=-2 3 4 6 5 -7 23 -9 9 -11 11 12 17 -15 21 29 27 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9330.9369989532261 10.425899765933046 6874.3705643999492 18275.17348829436 112545.87190066607 -2590.0745725942616 -21733.422465505293 -9845.371380769755 -12498.077135416666 -36691.253972833809 -6845.2070430921804 -6175.8942295619418 3981.4235156249997 42463.224260432551 194971.38532902647 -8531.6935626362647 -20154.203725634463 11743.544982186777 -23895.10447463359 -69889.825953125008 77808.095746208637 31857.564868951613 -64484.899479652522 12507.858139903678 23329.151245732672 6593.0240692956741 24143.15147235577 116934.22623291016 -1975.89382303004 78057.77674479167 -51947.582154083255
leaf_weight=459 4040593 1926 149 39 1319 620 316 30 176 2066 224 20 164 26 86 239 135 121 25 68 31 67 825 119 1716 26 40 21957 30 192
leaf_count=459 4040593 1926 149 39 1319 620 316 30 176 2066 224 20 164 26 86 239 135 121 25 68 31 67 825 119 1716 26 40 21957 30 192
internal_value=0 -1268.46 -5265 -224.784 -2861.81 -5427.87 8879.31 58178.9 -3122.93 -9188.16 10232.6 18217.1 30226 111932 -7719.25 -21431.1 -1090.22 21036.6 6693.8 36542.7 -13565.4 -33034.1 3219.53 7344.95 10202.5 43682.5 80380.2 -1783.64 23800.7 -34317.4
internal_weight=0 33211 6877 26334 5987 5006 2286 69 4386 2242 981 679 455 46 302 890 24048 409 245 124 56 153 2144 2217 1901 185 66 22122 165 431
internal_count=4073804 33211 6877 26334 5987 5006 2286 69 4386 2242 981 679 455 46 302 890 24048 409 245 124 56 153 2144 2217 1901 185 66 22122 165 431
is_linear=0
shrinkage=0.1


Tree=1028
num_leaves=31
num_cat=0
split_feature=4 3 7 5 3 4 3 5 6 0 1 1 6 7 6 6 2 4 0 6 4 1 1 2 0 6 0 4 0 1
split_gain=5.27688e+12 3.79522e+13 7.36871e+13 6.59512e+13 4.77742e+13 3.83065e+13 6.50656e+13 3.71376e+13 1.63032e+14 1.06114e+14 9.32884e+13 8.66442e+13 7.67881e+13 1.15392e+14 1.4311e+14 1.27023e+14 1.43573e+14 3.01541e+14 1.18446e+14 1.24124e+14 1.32274e+14 1.68326e+14 1.07357e+14 1.03326e+14 1.08805e+14 2.11047e+14 1.76114e+14 1.74558e+14 1.50263e+14 9.9537e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 13.500000000000002 7.5000000000000009 12.500000000000002 1.5000000000000002 50.010000000000012 55.622114900000007 37.563506350000004 30.345769800000003 39.005000000000003 6.0000000000000009 50.995000000000012 51.405000000000008 75.000000000000014 30.500000000000004 45.040161900000008 93.050000000000011 17.500000000000004 37.401708450000008 30.157841000000001 75.000000000000014 55.595177750000005 46.420000000000009 55.806294650000005 22.500000000000004 55.775215600000003 82.941727000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 12 9 10 -9 -11 -2 14 23 -15 17 -17 -16 20 22 -22 -20 24 -14 -26 27 -27 -29 -23
right_child=7 2 -4 4 -6 -7 -8 8 -10 11 -12 -13 13 15 18 16 -18 -19 19 -21 21 29 -24 -25 25 26 -28 28 -30 -31
leaf_value=-39.575899915563298 619.9824070282848 -62225.984161086315 8577.9238157145937 -8031.8984866993242 -124966.47316964285 -811.46627306010851 47827.531345738011 22633.864807073653 126.88656480963625 12055.229382395069 6433.0537670744125 -268.38843199864988 -30408.988160101988 -257.19297982583265 6333.5200592966294 79247.447709517044 5892.7953737149919 -31120.310554174474 88523.687989130442 29918.214775047622 -45341.698157351988 -10072.521424834509 -8361.6045010971502 -1251.1413810005542 -11569.543280695503 82277.833912385802 -43589.421991097777 -34716.004344545152 237754.93068181816 -70013.775423038212
leaf_weight=1830206 456605 231 5432 19963 35 36555 70 3866 1072399 6504 44084 46446 2283 238936 4601 748 19897 370 115 726 2367 5084 20895 245428 8514 643 233 253 22 293
leaf_count=1830206 456605 231 5432 19963 35 36555 70 3866 1072399 6504 44084 46446 2283 238936 4601 748 19897 370 115 726 2367 5084 20895 245428 8514 643 233 253 22 293
internal_value=0 -122.189 -2549.67 -3612.83 -8236.55 -1104.01 -36632.1 106.01 488.462 4331.41 7739.25 1245.36 -339.153 -1133.39 -2499.57 398.378 7852.08 42721.4 -8588.98 -10918 -11949 -23120.7 -7831.29 -1693.23 -10774.3 -6136.3 34053.7 53760.5 -12918.3 -13338.8
internal_weight=0 1.89249e+06 62286 56854 19998 36856 301 2.18131e+06 1.1733e+06 100900 47950 52950 1.00801e+06 551408 291457 259951 21015 1118 34081 29480 28754 7744 21010 257376 11948 9665 1151 918 275 5377
internal_count=4073804 1892492 62286 56854 19998 36856 301 2181312 1173299 100900 47950 52950 1008013 551408 291457 259951 21015 1118 34081 29480 28754 7744 21010 257376 11948 9665 1151 918 275 5377
is_linear=0
shrinkage=0.1


Tree=1029
num_leaves=31
num_cat=0
split_feature=0 3 0 6 4 4 1 0 1 1 0 1 6 3 6 6 6 4 3 6 3 3 6 4 3 6 6 6 6 3
split_gain=5.65704e+12 3.03171e+13 4.01248e+13 4.71605e+13 3.0052e+13 6.56958e+13 1.8972e+14 2.31506e+14 1.60934e+14 1.20176e+14 2.8493e+14 1.13948e+14 1.15563e+14 1.09268e+14 1.56311e+14 3.79467e+14 1.0084e+14 1.47727e+14 7.45229e+13 7.44876e+13 1.7353e+14 1.11181e+14 2.42602e+14 1.02386e+14 7.41352e+13 7.75232e+13 7.28859e+13 6.99901e+13 6.77952e+13 6.50651e+13
threshold=44.895258050000002 20.500000000000004 43.550475500000012 92.02500000000002 15.500000000000002 12.500000000000002 39.873894000000007 44.601833250000006 39.939672500000007 39.703507450000011 43.6005307 39.689978950000004 67.00500000000001 11.500000000000002 105.00500000000001 100.05000000000001 79.710000000000022 14.500000000000002 8.5000000000000018 59.505000000000003 6.5000000000000009 10.500000000000002 45.995000000000012 13.500000000000002 9.5000000000000018 53.995000000000012 60.910000000000004 96.050000000000011 73.995000000000019 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 -1 7 9 27 11 13 12 -7 14 15 19 17 26 -16 21 -21 23 -23 -11 25 -13 -15 -8 -14 -25
right_child=-2 2 3 -5 -6 6 8 -9 -10 10 -12 24 28 16 18 -17 -18 -19 -20 20 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-542.01041361349701 27.367678608199952 157932.09670516304 39442.946625225362 -67550.104888671878 -3876.2183279798915 11936.432818261583 -75565.640088108121 2512.8278798829433 -1431.7068391545799 -34764.735827105978 -60648.41057626986 115006.07256804436 278723.14494047622 144580.16464154411 82576.613007812513 -405773.10875000001 -21658.284836647726 -20111.580256347657 349288.96995738638 -16374.353679390264 138261.16193682139 107632.48337823276 -278662.7304054054 -21612.733808876816 190551.53708639706 -38449.798359375003 300847.82193338143 51477.947015380865 87756.367496141989 88780.734739141946
leaf_weight=175320 3865320 23 234 50 24075 357 449 3277 2732 161 299 186 21 85 20 20 44 40 22 123 177 29 37 69 102 40 46 48 162 236
leaf_count=175320 3865320 23 234 50 24075 357 449 3277 2732 161 299 186 21 85 20 20 44 40 22 123 177 29 37 69 102 40 46 48 162 236
internal_value=0 -507.4 30894.4 20606.1 -553.709 -119.225 8321.09 19529.1 -10953.7 44029.3 25987.4 73295.4 45057.5 49345.5 33952.2 24668.3 113353 148093 222283 35015.4 74860.6 12546.4 -108927 29750.8 119785 87845.7 199453 -63295.8 109671 63806.5
internal_weight=0 208484 307 284 208177 184102 8782 5553 3229 2276 1408 868 540 1109 894 852 215 171 42 832 300 532 66 466 328 226 131 497 183 305
internal_count=4073804 208484 307 284 208177 184102 8782 5553 3229 2276 1408 868 540 1109 894 852 215 171 42 832 300 532 66 466 328 226 131 497 183 305
is_linear=0
shrinkage=0.1


Tree=1030
num_leaves=31
num_cat=0
split_feature=4 1 3 1 4 0 6 1 1 1 0 0 1 7 4 0 6 1 3 1 1 7 6 1 0 7 1 0 6 1
split_gain=5.55471e+12 4.22494e+13 1.10968e+14 1.04165e+14 1.39786e+14 1.19288e+14 1.13726e+14 9.64926e+13 1.62182e+14 3.21751e+14 1.51273e+14 2.77258e+14 2.85174e+14 3.48898e+14 2.1801e+14 2.97931e+14 4.63815e+14 3.4505e+14 2.76144e+14 2.44023e+14 3.23354e+14 2.24221e+14 1.78748e+14 1.66783e+14 1.64512e+14 2.70548e+14 2.01933e+14 1.95736e+14 1.74401e+14 1.63914e+14
threshold=10.500000000000002 38.893394150000006 11.500000000000002 38.430814800000007 5.5000000000000009 54.188398350000007 64.015000000000015 37.649344350000007 37.978059650000013 37.924401400000008 59.864072000000007 59.905532300000012 30.315889700000003 6.0000000000000009 7.5000000000000009 59.990753350000013 69.015000000000015 30.438492500000006 5.5000000000000009 30.303340300000002 30.242318500000007 6.0000000000000009 71.030000000000015 30.315889700000003 60.034792100000011 6.0000000000000009 30.345769800000003 59.91832440000001 62.625000000000007 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 10 9 -9 -6 12 13 -12 24 16 18 22 21 20 -20 29 23 -18 25 27 28 -13 -27 -16
right_child=-2 -3 -4 5 7 -7 -8 8 -10 -11 11 14 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2521.0540571789998 -150.897051635672 306.39333733495772 -119944.54543269231 -17648.651611557314 1126.4331849834216 -3128.8963841994337 -3058.3968416025987 -6142.3250128428408 2021.711843305146 -40678.312625389808 -24013.892747714115 -84212.62997917099 -9027.050258243702 -101408.47797605707 -44485.095241204683 -8063.1944977652574 130448.55424362016 -31512.548299183349 -16554.351620399106 3333.83538369705 77821.300026308629 -31044.188460665191 32377.180145913026 5439.8215361134107 15832.761545512805 5914.4759397164862 -56320.36897255393 -24390.849609213794 89961.102632543421 7574.6859077630434
leaf_weight=197183 1525805 1988356 78 6681 140179 36959 44840 47230 23046 2861 1832 602 5636 854 695 20057 364 822 534 4908 1134 3759 5931 151 1375 597 272 5982 421 4660
leaf_count=197183 1525805 1988356 78 6681 140179 36959 44840 47230 23046 2861 1832 602 5636 854 695 20057 364 822 534 4908 1134 3759 5931 151 1375 597 272 5982 421 4660
internal_value=0 90.3609 -677.181 -660.556 -263.744 -5351.78 1487.34 -1811.02 -4920.77 -8114.88 -678.169 -4853.51 -21806.4 -48621.1 -2154.1 840.742 8619.57 29503.4 -1054.33 14563.8 47607.5 -12323.3 37284.2 93795.5 -16082.5 -21655.7 20221.3 -29860.6 40672.5 818.094
internal_weight=0 2.548e+06 559643 559565 515925 43640 242023 273902 73137 50091 200765 60586 8322 2686 52264 43015 22958 7268 15690 6576 1668 9114 6446 515 9249 7874 1290 6584 1018 5355
internal_count=4073804 2547999 559643 559565 515925 43640 242023 273902 73137 50091 200765 60586 8322 2686 52264 43015 22958 7268 15690 6576 1668 9114 6446 515 9249 7874 1290 6584 1018 5355
is_linear=0
shrinkage=0.1


Tree=1031
num_leaves=31
num_cat=0
split_feature=6 6 1 1 2 4 7 2 1 3 3 4 0 1 4 6 0 0 4 1 7 4 5 4 3 1 6 3 0 0
split_gain=6.02059e+12 3.48863e+13 8.64758e+13 7.83045e+13 7.69393e+13 6.90601e+13 8.09573e+13 6.66153e+13 6.51663e+13 1.1557e+14 9.04305e+13 7.2963e+13 6.4343e+13 9.95883e+13 6.39759e+13 6.33359e+13 6.17122e+13 6.12615e+13 8.95648e+13 6.11775e+13 5.84152e+13 5.98031e+13 5.53419e+13 5.44392e+13 1.70471e+14 4.98205e+13 7.07452e+13 6.24728e+13 5.01245e+13 4.95828e+13
threshold=55.015000000000008 59.815000000000005 37.873748150000004 37.858952300000006 6082.0000000000009 17.500000000000004 6.0000000000000009 4137.5000000000009 83.002084650000015 7.5000000000000009 1.5000000000000002 14.500000000000002 55.539595350000006 37.534144550000008 24.500000000000004 60.005000000000003 55.012912000000007 55.018166200000003 9.5000000000000018 38.066230450000006 6.0000000000000009 29.500000000000004 2.5000000000000004 13.500000000000002 8.5000000000000018 82.991167100000027 58.005000000000003 3.5000000000000004 55.014086100000007 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 14 9 25 17 23 13 -2 -4 19 22 -10 -19 29 -5 -22 -8 -11 -25 -6 27 28 -27 -3
right_child=1 15 4 20 5 -7 16 -9 10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-98.558875237397373 -1109.7846034094714 4520.4547522363473 2265.5600257329747 8497.0172100515465 -1895.0764316532996 -6415.0999631890654 4489.6161959561232 9032.5143405428062 -1904.1767756126458 -14618.701956490635 7773.6494704770485 11405.204977196319 -27.845810563176116 -19202.176806523199 15470.608035976715 84.651425831614119 -46.305588616672573 16271.571757271246 -52435.011497561522 -4542.9140696170343 -39026.601950497628 23775.769601511402 14643.438133250542 -237384.26390269888 19135.659960937501 -6800.4577981131415 1665.8518103290612 335.97729091149586 67322.397471755117 -10942.144499072187
leaf_weight=2458121 8444 14532 101857 485 27307 13873 23847 20019 2006 9470 12304 1134 71289 4756 3806 1206187 23306 265 668 56000 1280 172 6927 44 63 112 2272 347 492 2419
leaf_count=2458121 8444 14532 101857 485 27307 13873 23847 20019 2006 9470 12304 1134 71289 4756 3806 1206187 23306 265 668 56000 1280 172 6927 44 63 112 2272 347 492 2419
internal_value=0 149.949 1055.86 -1671.09 1998.13 235.494 1069.98 3743.31 -1577.77 -3642.77 4009.22 -12580.1 -1215.33 -7628.53 2741.21 -88.3998 3835.42 -11750.4 -32920.3 -2949.66 -21550.6 -31587.2 6775.17 -15420.1 -86349.2 -507.255 11251.1 34150.9 53577.8 2313.86
internal_weight=0 1.61568e+06 336545 86426 250119 124437 110564 125682 56484 41241 15243 10711 84489 13200 105663 1.27914e+06 54080 2939 933 72951 1937 1452 30774 9577 107 30530 3223 951 604 16951
internal_count=4073804 1615683 336545 86426 250119 124437 110564 125682 56484 41241 15243 10711 84489 13200 105663 1279138 54080 2939 933 72951 1937 1452 30774 9577 107 30530 3223 951 604 16951
is_linear=0
shrinkage=0.1


Tree=1032
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 4 4 0 1 0 6 1 0 7 1 0 6 5 4 0 0 1 0 0 0 2 0 0 0 5
split_gain=6.31418e+12 3.84472e+13 1.48252e+14 6.28245e+13 9.99638e+13 6.46196e+13 8.52225e+13 5.43792e+13 8.74884e+13 1.30857e+14 7.36888e+13 6.32697e+13 5.53174e+13 4.5741e+13 3.97979e+13 1.42147e+14 1.28475e+14 1.31142e+14 1.64205e+14 1.1943e+14 1.05519e+14 7.48136e+13 1.05881e+14 2.67122e+14 1.58979e+14 1.55218e+14 1.40838e+14 1.71457e+14 1.65831e+14 1.02877e+14
threshold=451.00000000000006 36.865631950000008 13.500000000000002 55.520061350000013 55.685785750000008 10.500000000000002 8.5000000000000018 55.696737300000009 36.593086150000012 55.876067900000002 45.005000000000003 36.049731800000011 55.710673100000008 6.0000000000000009 37.234509300000006 56.520242650000007 98.020000000000024 3.5000000000000004 3.5000000000000004 55.685785750000008 56.006509350000009 37.131181300000009 55.554045200000012 55.749683450000006 55.79439725000001 75.000000000000014 55.721784200000009 55.728148450000006 55.737027400000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 11 9 -9 -11 -4 -10 -1 16 -16 21 18 -18 -20 -21 22 25 26 -25 -3 -24 -28 -29 -23
right_child=-2 14 7 4 -6 -7 -8 8 12 10 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 29 23 24 -26 -27 27 28 -30 -31
leaf_value=783.27290122565182 -55.595361887289073 -23856.475917816162 -123694.31659375002 -24244.34732448676 -6660.1002052133426 68251.011899038465 -77843.400670283256 -98201.627272727274 -97963.114450334819 49715.384218749998 301035.47463727678 36953.245419834617 -3071.4383677205242 52093.985542558708 293.09991360105874 -35817.601758740326 135300.87426417152 15062.64331600048 -27145.648694410043 -137115.69562878142 10706.561811440679 -295.21246437955307 -12273.932023817266 157104.98291294643 5775.3203604117252 36538.095671901297 -95698.773696993318 134852.27545262896 -35199.175696163751 16367.191502131835
leaf_weight=4329 3396489 580 25 1831 9926 65 354 22 70 20 28 1266 502 181 625734 1092 43 432 369 266 59 6034 3203 70 8392 1598 520 63 639 9602
leaf_count=4329 3396489 580 25 1831 9926 65 354 22 70 20 28 1266 502 181 625734 1092 43 432 369 266 59 6034 3203 70 8392 1598 520 63 639 9602
internal_value=0 278.791 -4202.48 -7239.6 -10974 -30005.2 -32928.1 22014.5 -1770.12 103755 196319 33842.3 -14684.1 2842.53 405.46 230.191 3852.69 -28685.1 -54328.2 -66077.6 -110280 5091.63 62.5033 -3383.99 7027.16 20455.1 -23293.4 -52176.7 -19938.1 9937.1
internal_weight=0 677315 18619 16686 12176 2250 2185 1933 642 70 48 1291 572 4510 658696 626826 31870 1169 737 694 325 30701 15065 12887 8462 2178 4425 1222 702 15636
internal_count=4073804 677315 18619 16686 12176 2250 2185 1933 642 70 48 1291 572 4510 658696 626826 31870 1169 737 694 325 30701 15065 12887 8462 2178 4425 1222 702 15636
is_linear=0
shrinkage=0.1


Tree=1033
num_leaves=31
num_cat=0
split_feature=1 5 6 0 0 4 4 0 7 6 0 7 4 1 4 1 4 6 4 1 4 0 6 6 0 0 3 5 0 6
split_gain=5.76969e+12 3.34641e+13 3.29252e+13 3.50115e+13 1.92271e+14 2.37328e+14 1.29939e+14 1.46856e+14 1.67024e+14 1.35658e+14 9.24291e+13 2.92909e+14 3.38361e+14 3.961e+14 2.12552e+14 3.09709e+14 5.05841e+14 2.20556e+14 1.95565e+14 2.0095e+14 1.61329e+14 2.66778e+14 3.17076e+14 1.95499e+14 1.54759e+14 1.47415e+14 1.4472e+14 1.35049e+14 1.45706e+14 1.3215e+14
threshold=30.303340300000002 7.5000000000000009 33.005000000000003 59.856552950000008 59.91832440000001 20.500000000000004 4.5000000000000009 59.882709350000006 6.0000000000000009 53.005000000000003 59.990753350000013 6.0000000000000009 9.5000000000000018 30.157841000000001 7.5000000000000009 30.260128500000004 16.500000000000004 63.415000000000006 5.5000000000000009 30.205407000000005 8.5000000000000018 59.950512650000007 101.02000000000002 93.050000000000011 59.950512650000007 59.982409200000006 3.5000000000000004 1.5000000000000002 59.950512650000007 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 5 6 7 -5 -9 -8 11 14 20 -14 18 17 24 -16 19 -6 -13 23 -23 -22 -17 27 -26 28 -20 -28
right_child=-2 -3 3 4 10 -7 9 8 -10 -11 -12 12 13 -15 15 16 -18 -19 25 -21 21 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=4391.9453587303115 24.337694395749082 128762.4901171875 824.91239633931662 84471.090099002162 -107684.37533160973 7405.5568740490844 -11549.01365929768 -15851.677805827436 277446.21484375 -34392.883129395275 -2389.7956100041065 5780.8132525432848 17054.113434784427 -44785.562632355839 -5244.2357289031834 27489.34322557733 -98456.41900569899 31429.520466297628 -40861.625216490967 14891.465716104201 -117449.52022321429 144728.95816589889 -184406.76250000001 116692.69101562501 33799.055301960725 93880.016584006327 29645.525137077122 -48336.767776712564 152825.69111729454 115769.40811698719
leaf_weight=12235 3910268 20 61974 234 139 4398 5118 665 20 5283 52240 1364 1496 3367 3694 773 207 2949 83 3538 105 343 32 54 456 89 218 1394 73 975
leaf_count=12235 3910268 20 61974 234 139 4398 5118 665 20 5283 52240 1364 1496 3367 3694 773 207 2949 83 3538 105 343 32 54 456 89 218 1394 73 975
internal_value=0 -581.932 -597.753 -1001.3 -2268.59 -12308.3 -19967.5 16075.9 -7288.24 -23152.1 -124.186 5419.66 -11785.9 -25761.9 13393.8 22533.7 51585.8 11036.2 -2547.69 10257.8 24022.8 70618.4 116643 -37929.5 64409.4 -31276 81716.4 -38462.4 49774.1 100032
internal_weight=0 163536 163516 151281 89307 15718 11320 919 685 10401 73589 21349 6761 4863 14588 9272 2629 6643 5316 3677 1898 534 375 159 2422 1639 1649 1550 156 1193
internal_count=4073804 163536 163516 151281 89307 15718 11320 919 685 10401 73589 21349 6761 4863 14588 9272 2629 6643 5316 3677 1898 534 375 159 2422 1639 1649 1550 156 1193
is_linear=0
shrinkage=0.1


Tree=1034
num_leaves=31
num_cat=0
split_feature=1 1 4 6 4 4 1 0 0 6 4 6 4 0 0 3 4 6 5 6 3 3 5 0 6 1 4 1 0 6
split_gain=5.80376e+12 1.19841e+14 5.27202e+13 6.32111e+13 5.43819e+13 1.68172e+14 7.27728e+13 6.82199e+13 1.00601e+14 7.13995e+13 6.5394e+13 1.001e+14 9.2931e+13 9.08447e+13 4.72549e+13 4.9348e+13 5.43592e+13 4.65884e+13 5.95396e+13 4.67344e+13 4.64612e+13 4.36145e+13 4.66746e+13 1.44951e+14 7.12787e+13 7.32413e+13 4.10957e+13 4.00332e+13 5.87288e+13 6.16793e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 112.00500000000001 12.500000000000002 14.500000000000002 82.966990000000024 54.947759400000002 54.94428030000001 58.045000000000009 9.5000000000000018 75.605000000000004 8.5000000000000018 54.992080650000005 54.942865800000007 22.500000000000004 17.500000000000004 118.04500000000002 2.5000000000000004 66.990000000000023 6.5000000000000009 9.5000000000000018 2.5000000000000004 54.947152850000002 85.020000000000024 82.966990000000024 7.5000000000000009 82.948524700000021 55.102137100000007 31.005000000000006
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 27 3 -3 7 -6 -7 8 9 -4 11 26 -13 -14 -8 16 17 18 19 -16 -20 22 -10 24 -24 -26 -9 -1 29 -29
right_child=-2 2 4 -5 5 6 14 10 21 -11 -12 12 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=45.417580799016157 -293.96244930956158 -6807.4829226882321 12971.986476696886 46057.747715585443 -47973.362015017919 28460.870936536259 56449.915129697707 110562.35781250001 775.8885603823436 46651.127944240732 26842.511896005693 -17888.902432105657 350398.802734375 98933.037300857846 13994.048660784041 35444.088705428687 -4099.2397731437477 -127184.29996603262 122519.01944986981 -50250.896616451078 30375.646252985673 -7677.9500253817932 32298.484995726911 106001.95828783885 -35711.09111837636 9616.4433815541906 3131.7300315812536 12387.512320186608 -13339.71263608391 -1773.1211016104332
leaf_weight=3330528 576568 4954 5105 237 666 1076 153 36 8271 718 3560 42 20 51 1575 390 8855 23 84 122 157 3759 973 166 460 1584 3265 3162 4262 112982
leaf_count=3330528 576568 4954 5105 237 666 1076 153 36 8271 718 3560 42 20 51 1575 390 8855 23 84 122 157 3759 973 166 460 1584 3265 3162 4262 112982
internal_value=0 48.4638 5102.16 -4393.87 6301.2 983.15 3605.19 8788.59 5947.02 17124.8 17359.8 7471.46 100020 169768 1250.69 497.035 -763.075 14301.6 15980.7 9375.38 62492 1668.58 4735.94 15026.1 10020.5 -584.469 4303.35 -19.3428 -1810.67 -1387.6
internal_weight=0 3.49724e+06 46302 5191 41111 13101 12435 28010 21036 5823 6974 3414 113 71 11359 11206 10816 1961 1938 1697 241 15213 11454 3183 3017 2044 3301 3.45093e+06 120406 116144
internal_count=4073804 3497236 46302 5191 41111 13101 12435 28010 21036 5823 6974 3414 113 71 11359 11206 10816 1961 1938 1697 241 15213 11454 3183 3017 2044 3301 3450934 120406 116144
is_linear=0
shrinkage=0.1


Tree=1035
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 4 1 0 4 4 4 4 6 6 0 4 4 1 1 4 3 6 4 1 6 4 4 3 6
split_gain=5.24726e+12 4.59684e+13 9.87405e+13 1.64829e+14 2.77392e+14 2.01274e+14 1.99864e+14 1.25137e+14 1.27349e+14 1.08399e+14 9.39997e+13 1.02925e+14 9.92395e+13 9.30966e+13 9.24932e+13 8.87956e+13 3.66097e+14 8.42656e+13 8.04161e+13 5.65122e+14 3.16626e+14 7.64654e+13 7.61163e+13 7.60173e+13 7.50333e+13 6.66402e+13 1.15672e+14 1.64516e+14 9.80535e+13 9.5011e+13
threshold=45.085557650000005 46.323575350000006 39.01296365000001 45.125532050000011 45.109778000000006 38.948208550000011 14.500000000000002 38.97264950000001 45.097384400000003 13.500000000000002 7.5000000000000009 5.5000000000000009 12.500000000000002 168.45000000000002 83.010000000000005 45.125532050000011 10.500000000000002 15.500000000000002 39.652459050000012 39.625203600000013 3.5000000000000004 11.500000000000002 67.445000000000007 3.5000000000000004 33.882313700000005 49.895000000000003 6.5000000000000009 3.5000000000000004 1.5000000000000002 92.02500000000002
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 4 7 6 13 10 -9 -10 11 -2 -12 25 -13 23 18 21 19 -17 -21 -18 -22 -4 -5 -6 27 29 -29 -27
right_child=1 -3 15 24 5 -7 -8 8 9 -11 12 14 -14 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=303.70663560491931 -12210.207005202647 17.709646238346608 6086.4744051764073 39786.306402960065 29758.905907905861 -1042.0785391063944 -34178.049459857823 345.03222174898775 35528.516780669241 8158.6328704394873 11561.501543655862 -37214.502441460652 -10375.191373073019 206466.3929054054 -122536.26554783952 -3274.065302781622 82090.967981244947 38085.063759147473 -10207.117718763358 -3429.639530066288 233108.85277453272 256153.00979817711 445645.50125000003 -12725.099867477484 -8461.6808285552088 67090.677281605123 30093.145312929766 -16074.696069335938 133855.75390992744 -42862.354704632678
leaf_weight=499177 2003 3476901 2429 328 1273 1816 322 20007 2019 5108 3107 589 6133 37 162 2532 159 1252 9419 66 107 30 20 18578 18634 253 703 48 478 114
leaf_count=499177 2003 3476901 2429 328 1273 1816 322 20007 2019 5108 3107 589 6133 37 162 2532 159 1252 9419 66 107 30 20 18578 18634 253 703 48 478 114
internal_value=0 -42.411 -2181.39 171.49 3519.24 25590.6 40573.6 674.011 4433.9 15912.2 -7831.98 -24047.7 -2998.86 48856.5 -55619.5 -6475.63 -175.342 47480.6 -5830.17 9298.81 174245 109720 266579 -10550 -7627.1 46823.9 60435.2 84321.5 120174 32936.3
internal_weight=0 3.57463e+06 97726 63134 44172 5044 3228 39128 27134 7127 11994 2754 9240 2906 751 34592 13585 1441 12144 2725 193 189 127 21007 18962 2869 1596 893 526 367
internal_count=4073804 3574627 97726 63134 44172 5044 3228 39128 27134 7127 11994 2754 9240 2906 751 34592 13585 1441 12144 2725 193 189 127 21007 18962 2869 1596 893 526 367
is_linear=0
shrinkage=0.1


Tree=1036
num_leaves=31
num_cat=0
split_feature=6 4 4 3 3 4 1 0 0 1 6 0 2 1 1 1 7 0 0 1 1 6 6 0 2 5 1 3 6 0
split_gain=5.12844e+12 2.36946e+13 6.07267e+13 6.53122e+13 6.00489e+13 5.65944e+13 7.66479e+13 5.81421e+13 5.59691e+13 1.96553e+14 9.82297e+13 1.36647e+14 1.18069e+14 9.66207e+13 1.34251e+14 8.54334e+13 9.38231e+13 8.28468e+13 1.33968e+14 8.1221e+13 1.44035e+14 1.92495e+14 1.38887e+14 8.08337e+13 7.83599e+13 7.70375e+13 7.47723e+13 6.34266e+13 5.60201e+13 5.41631e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 6.5000000000000009 2.5000000000000004 8.5000000000000018 82.911604200000014 60.002985000000002 55.676890650000011 65.574968200000015 105.00500000000001 54.980317700000008 8574.5000000000018 39.803839700000005 39.178027400000005 37.768783500000005 6.0000000000000009 55.897267000000006 56.006509350000009 38.989878900000008 38.958307950000012 118.04500000000002 134.05000000000004 56.638205000000006 2828.5000000000005 4.5000000000000009 30.205407000000005 5.5000000000000009 110.01500000000001 47.22829500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 17 -6 13 15 14 19 16 -13 -10 28 20 24 -22 -23 -11 -12 -21 -20 -14 -19 -16
right_child=1 -3 4 -5 8 -7 -8 -9 9 23 11 12 27 -15 29 -17 -18 18 26 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=18.453556628848968 -770.19283733157545 -1995.6154340652547 1852.6733674889556 -35306.398874060258 -11392.324433794071 -12261.535098141216 122698.08619891827 126086.976640625 -16861.669471958707 -53.827249878875968 134134.23410456729 149762.46162904252 124311.91500574202 -1744.7714808476435 127050.00927895348 -8546.0674766497905 -8747.1425899621227 62574.797253787881 -81220.965664062503 -72851.338779164013 -43617.419256270565 389442.89404296875 106686.10454358552 -69535.597860161171 7521.8655894947633 123961.23903277854 16514.56770085499 58176.39379577637 244183.02060267856 36584.641643817609
leaf_weight=3966508 32367 60239 647 557 975 2586 65 40 896 258 52 86 233 1848 182 358 66 33 80 147 38 32 38 477 815 23 3635 384 35 104
leaf_count=3966508 32367 60239 647 557 975 2586 65 40 896 258 52 86 233 1848 182 358 66 33 80 147 38 32 38 477 815 23 3635 384 35 104
internal_value=0 -682.189 999.165 -1354.47 6482.15 -5239.9 18906.3 9086.11 10106.8 2928.28 17329.4 23685.2 53724.2 13360.7 32867.9 18123.1 80935.9 10480 16955.9 17559.9 28681.1 137581 235946 -45146.1 15115.7 -46223.8 14409.9 83151.4 156050 94153.5
internal_weight=0 107296 47057 32924 14133 3338 752 687 10795 5414 5381 4406 1127 3279 1431 510 152 4679 3783 1145 975 108 70 735 867 170 3715 617 68 286
internal_count=4073804 107296 47057 32924 14133 3338 752 687 10795 5414 5381 4406 1127 3279 1431 510 152 4679 3783 1145 975 108 70 735 867 170 3715 617 68 286
is_linear=0
shrinkage=0.1


Tree=1037
num_leaves=31
num_cat=0
split_feature=2 4 7 4 0 0 6 6 1 0 1 0 0 1 6 0 0 7 0 0 6 6 4 5 1 1 0 6 1 6
split_gain=5.14828e+12 3.19926e+13 1.01481e+14 9.19754e+13 9.43894e+13 1.61097e+14 9.79348e+13 6.88489e+13 6.70393e+13 1.63765e+14 1.25584e+14 1.21565e+14 9.35896e+13 2.12343e+14 1.66696e+14 1.02503e+14 1.00675e+14 8.93488e+13 8.86236e+13 1.44591e+14 8.85115e+13 2.6078e+14 9.14573e+13 8.73246e+13 1.10982e+14 8.34756e+13 1.00336e+14 8.16624e+13 8.11431e+13 8.65422e+13
threshold=36.000000000000007 5.5000000000000009 6.0000000000000009 8.5000000000000018 55.520061350000013 55.539595350000006 63.855000000000011 70.00500000000001 37.600779750000008 55.710673100000008 37.631035900000008 55.667390500000003 55.783232450000007 37.563506350000004 66.990000000000023 55.710673100000008 55.721784200000009 6.0000000000000009 55.768246800000007 55.775215600000003 36.605000000000011 42.005000000000003 7.5000000000000009 1.5000000000000002 37.586700500000006 37.517483500000004 55.685785750000008 45.995000000000012 37.543519500000009 81.705000000000013
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 -1 4 6 -6 -3 -4 12 10 11 -10 13 18 16 -16 -15 -12 25 -20 -18 22 -22 -23 -25 -7 -27 -13 -14 -30
right_child=-2 3 7 -5 5 8 -8 -9 9 -11 17 27 28 14 15 -17 20 -19 19 -21 21 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2842.4494953969815 31.145257113377397 5935.3057173295456 -52798.613980476024 -462.04398122481228 -69538.536675051684 5040.035006351126 215747.58190104167 45224.58565899884 -26121.661905466 11514.659106043158 -27366.909079285007 -61594.785923295458 16546.125461059997 32926.99983904804 75447.734878305288 -108274.3019905822 31441.134271978022 79278.220026881725 -207590.39836805558 -3674.443393841912 353238.49650297622 -73269.262068965516 151625.74955357143 66628.67674509986 216367.12337053573 4735.2426222971426 69814.893852513036 -217268.15489796607 -46195.794756789437 75580.877784682772
leaf_weight=21189 3783399 44 621 258935 257 1548 45 81 142 3430 506 55 861 189 52 73 91 93 45 153 63 29 35 169 70 409 563 87 504 66
leaf_count=21189 3783399 44 621 258935 257 1548 45 81 142 3430 506 55 861 189 52 73 91 93 45 153 63 29 35 169 70 409 563 87 504 66
internal_value=0 -405.761 -4081.74 -106.071 9516.42 8555.11 112020 -41488.2 10728.8 1627.91 -36777 -91546.9 18707 27539.8 73859.5 -31845.9 94313.3 -10809.3 14400.6 -50019 119701 141645 281234 90601.3 110485 19462.1 42430.6 -156972 -2828.88 -32095.3
internal_weight=0 290405 21891 268514 9579 9490 89 702 9233 4313 883 284 4920 3489 771 125 646 599 2718 198 457 366 98 268 239 2520 972 142 1431 570
internal_count=4073804 290405 21891 268514 9579 9490 89 702 9233 4313 883 284 4920 3489 771 125 646 599 2718 198 457 366 98 268 239 2520 972 142 1431 570
is_linear=0
shrinkage=0.1


Tree=1038
num_leaves=31
num_cat=0
split_feature=2 1 4 6 0 5 1 0 0 1 5 0 4 6 0 1 1 1 6 4 1 1 4 6 4 0 4 0 6 0
split_gain=5.30744e+12 3.14479e+13 1.20123e+14 5.9146e+13 5.05494e+13 5.04368e+13 7.7598e+13 8.0006e+13 5.64461e+13 4.16836e+13 3.50977e+13 3.50832e+13 5.69357e+13 4.32278e+13 3.44308e+13 1.39551e+14 2.05979e+14 2.0097e+14 1.18216e+14 1.10474e+14 9.57012e+13 9.32693e+13 9.0027e+13 8.96136e+13 8.81025e+13 1.12148e+14 1.0118e+14 9.79833e+13 8.13409e+13 7.81716e+13
threshold=451.00000000000006 36.865631950000008 13.500000000000002 67.445000000000007 55.418618900000006 2.5000000000000004 36.593086150000012 55.539595350000006 55.696737300000009 36.049731800000011 1.5000000000000002 56.288960650000007 8.5000000000000018 50.010000000000012 55.462387050000011 37.804148700000006 37.768783500000005 37.740454950000007 71.715000000000018 11.500000000000002 38.657016300000002 37.563506350000004 5.5000000000000009 118.04500000000002 6.5000000000000009 55.214863500000007 24.500000000000004 55.145978450000008 54.410000000000004 55.348830750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -4 -5 -6 -13 -14 15 16 17 18 21 -18 -16 -3 -20 -22 -17 27 29 -26 -21 -27
right_child=-2 14 5 10 11 6 -8 -9 -10 -11 -12 12 13 -15 20 24 19 -19 22 28 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7815.420783147094 -50.970961801654418 -2133.4681893266547 -117361.38441406252 -130517.2913995151 -11226.431771906353 24521.025545756023 33511.867221925582 266052.99631347659 -14264.361989515774 28375.247852251981 -19824.472426561464 8272.510647419309 -30001.676260089876 8276.6303949628564 802.94246039894381 -862.04381456144517 6998.1347933857387 18236.912350017545 -58959.847091473966 -26688.981403310674 -7250.3217171200586 -20066.206037575212 -16853.973718248384 -213980.12589285715 17178.098687565391 -15277.925459758682 162723.7427631579 71950.915864257826 -69873.163216593617 9522.5664579282748
leaf_weight=2847 3396489 20734 20 29 7333 24 278 32 530 1049 2336 2829 864 448 581294 19684 476 3535 623 912 13992 3372 2746 21 4886 2215 38 350 836 2982
leaf_count=2847 3396489 20734 20 29 7333 24 278 32 530 1049 2336 2829 864 448 581294 19684 476 3535 623 912 13992 3372 2746 21 4886 2215 38 350 836 2982
internal_value=0 255.601 -3797.29 -6531.13 -4111.69 19801.8 55145.2 162539 12419.2 25648.7 -21181.8 -7071.12 287.229 -16931 370.162 -1845.46 -6314.84 -4206.52 -7094.14 -35711.9 606.083 -4641.94 -24640.2 -7560.13 3080.28 10491.3 141.202 20839.4 -47342.3 -1047.59
internal_weight=0 677315 18619 16686 14321 1933 334 56 1599 1069 2365 11474 4141 1312 658696 63389 33234 31010 27475 2224 595307 24106 3369 14013 30155 10471 5235 5236 1748 5197
internal_count=4073804 677315 18619 16686 14321 1933 334 56 1599 1069 2365 11474 4141 1312 658696 63389 33234 31010 27475 2224 595307 24106 3369 14013 30155 10471 5235 5236 1748 5197
is_linear=0
shrinkage=0.1


Tree=1039
num_leaves=31
num_cat=0
split_feature=2 0 1 3 6 4 4 4 0 5 0 1 1 0 1 4 1 7 6 4 0 7 6 0 1 0 1 4 1 6
split_gain=6.14768e+12 3.13166e+13 1.26679e+14 1.08171e+14 7.40346e+13 6.66156e+13 5.75113e+13 5.10128e+13 4.35117e+13 3.62325e+13 3.61849e+13 2.51037e+14 3.10405e+14 6.51995e+14 1.05378e+15 3.03355e+14 2.81734e+14 2.81403e+14 3.58382e+14 2.16131e+14 2.48967e+14 2.11302e+14 1.87399e+14 1.55678e+14 1.55399e+14 2.62092e+14 2.04361e+14 1.49553e+14 1.32714e+14 1.62624e+14
threshold=36.000000000000007 55.910578700000009 37.331232350000008 1.5000000000000002 53.705000000000005 10.500000000000002 17.500000000000004 5.5000000000000009 55.93962770000001 6.5000000000000009 55.840017500000009 37.488790500000007 37.600779750000008 55.850146250000009 37.702956500000006 10.500000000000002 37.425454150000007 6.0000000000000009 56.010000000000012 20.500000000000004 55.858844800000007 6.0000000000000009 45.005000000000003 55.876067900000002 37.543519500000009 55.850146250000009 37.534144550000008 23.500000000000004 37.534144550000008 61.805000000000007
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 9 7 -4 5 8 -6 -3 -5 10 -1 16 19 14 15 -14 21 -18 -19 20 22 23 -13 -12 25 -21 -27 -23 29 -22
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 17 18 -20 24 28 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-821.70269072314954 34.034279821439938 -78762.624448756163 109690.77055759805 -52417.913936491939 -44190.254352708005 -8050.4623532241139 -109554.08302495429 4117.814602452675 -241605.43812500002 113440.03758370537 1662.37278457607 -16415.072633236046 -48984.845167643231 2864.9789482333163 -115537.79757499404 117318.88089356617 29453.125544994822 27458.64488891602 201567.25266060891 77018.719242458566 -13505.562848705464 -202396.40548354643 -68289.247707495029 70268.69443656478 -17669.882676908212 -17974.508414204534 17171.786149957115 -39348.123978966745 42.042524494381475 -67529.331743498507
leaf_weight=238355 3783399 76 51 31 474 670 188 3250 20 28 2646 1286 120 17447 262 1276 2634 240 233 526 2354 66 1519 378 3096 2666 4360 381 5042 730
leaf_count=238355 3783399 76 51 31 474 670 188 3250 20 28 2646 1286 120 17447 262 1276 2634 240 233 526 2354 66 1519 378 3096 2666 4360 381 5042 730
internal_value=0 -443.399 -8487.83 -33332.6 -38606.8 -16436.7 -62752.8 2223.97 -126609 -309.346 -320.497 2207.22 -723.325 8559.81 68486 103023 20332.2 42206.2 113225 -8942.16 -18819.7 752.062 -44506.6 10238.2 1197.86 8932.84 3835.6 -63422.4 -9952.81 -26293.3
internal_weight=0 290405 4760 1434 1383 721 662 3326 51 285645 285617 47262 40684 19105 1658 1396 6578 3107 473 21579 10931 3471 2805 3024 10648 7552 7026 447 8126 3084
internal_count=4073804 290405 4760 1434 1383 721 662 3326 51 285645 285617 47262 40684 19105 1658 1396 6578 3107 473 21579 10931 3471 2805 3024 10648 7552 7026 447 8126 3084
is_linear=0
shrinkage=0.1


Tree=1040
num_leaves=31
num_cat=0
split_feature=3 0 1 2 6 7 3 0 6 3 6 6 6 1 1 1 0 0 6 3 1 1 0 6 3 6 0 6 0 3
split_gain=5.35832e+12 2.1056e+13 3.17184e+13 2.50721e+13 2.66153e+13 1.50518e+13 2.26877e+13 3.22513e+13 2.32261e+13 1.36821e+13 1.33696e+13 1.31057e+13 2.607e+13 1.04822e+13 1.24497e+13 1.00849e+13 9.59031e+12 2.93108e+13 9.20724e+12 3.45406e+13 9.92325e+12 8.67636e+12 2.08342e+13 1.21104e+13 1.51885e+13 1.66271e+13 1.09503e+13 7.90365e+12 6.94946e+12 5.86863e+12
threshold=31.500000000000004 55.696737300000009 37.534144550000008 75.000000000000014 37.505000000000003 6.0000000000000009 32.500000000000007 55.806294650000005 66.990000000000023 32.500000000000007 89.00500000000001 78.010000000000005 73.00500000000001 37.631035900000008 37.543519500000009 37.503969450000007 55.749683450000006 56.760749800000006 97.020000000000024 34.500000000000007 60.549354600000008 37.517483500000004 55.876067900000002 53.310000000000009 32.500000000000007 59.025000000000013 55.753967500000009 40.205000000000005 55.812023600000011 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 15 4 9 6 8 -8 -6 -3 13 12 21 14 -4 -2 -5 27 20 -20 -19 22 -7 26 28 -26 -23 -18 -25 -22
right_child=1 3 10 16 5 11 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 29 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.3267015523116696 53340.241936213795 109186.28110351563 14705.873963758682 -18379.32985880534 -142346.39001736112 66201.626019584844 74256.683411458333 -42490.984302193778 -18310.757527043268 15691.251275838216 -48597.119262695312 24106.311307266384 -119163.04927819295 593.07834740787575 83739.346493902442 122850.05934709821 31867.84005784255 73268.677903645832 -113379.02232572116 31398.561423611114 21554.991755123418 51383.437035472976 -56283.442931547623 -33230.129185267862 -112719.34766909952 -27322.662493146934 -9973.9192102768848 98585.379734584261 23031.642331861414 -19688.832074903406
leaf_weight=4072128 82 24 72 60 36 41 30 112 26 45 36 103 23 173 41 28 26 30 26 45 138 37 21 42 38 57 136 56 46 46
leaf_count=4072128 82 24 72 60 36 41 30 112 26 45 36 103 23 173 41 28 26 30 26 45 138 37 21 42 38 57 136 56 46 46
internal_value=0 5653.12 24673.5 -952.027 -11215.4 -16697.2 -39862 -17826 -90331.4 48211.3 8836.16 -8010.46 -15511.7 16065.5 39753.4 71033.7 18685.3 24744.9 9586.12 -21618.6 19939.1 -9808.35 24714.7 -15820.8 -33753.8 -61481.3 3148.75 77431 -3820.57 11244
internal_weight=0 1676 432 1244 817 748 204 142 62 69 322 544 441 286 113 110 427 367 285 71 214 418 62 356 183 95 173 82 88 184
internal_count=4073804 1676 432 1244 817 748 204 142 62 69 322 544 441 286 113 110 427 367 285 71 214 418 62 356 183 95 173 82 88 184
is_linear=0
shrinkage=0.1


Tree=1041
num_leaves=31
num_cat=0
split_feature=1 1 2 6 0 1 1 0 0 0 7 6 0 1 4 4 4 4 7 4 0 6 5 3 0 0 4 1 0 1
split_gain=5.09071e+12 1.31802e+14 2.17461e+14 1.01566e+14 9.66887e+13 8.78641e+13 9.85878e+13 1.50725e+14 1.26868e+14 9.38652e+13 1.03146e+14 1.46697e+14 1.59169e+14 1.24769e+14 1.75317e+14 8.80217e+13 8.10237e+13 1.01477e+14 7.55728e+13 7.43408e+13 7.3304e+13 8.08223e+13 7.13254e+13 7.08812e+13 7.08721e+13 6.9878e+13 7.23026e+13 6.79618e+13 1.69647e+14 1.15611e+14
threshold=50.298521650000005 52.061190950000004 3062.5000000000005 120.05000000000001 55.759969450000007 49.692247900000005 49.300375350000003 55.79439725000001 55.749683450000006 53.356310450000002 6.0000000000000009 54.010000000000012 53.175387700000009 50.136929700000003 24.500000000000004 31.500000000000004 4.5000000000000009 17.500000000000004 6.0000000000000009 5.5000000000000009 53.506098950000009 156.15000000000003 1.5000000000000002 15.500000000000002 61.78914120000001 55.622114900000007 13.500000000000002 49.111590500000005 55.633951400000008 49.147669400000005
decision_type=2 2 2 2 2 2 2 2 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 25 6 27 8 20 10 11 19 -13 14 16 -12 -14 23 24 -7 -8 -22 -19 -18 -4 -2 -27 -1 -29 -30
right_child=1 -3 18 -5 -6 9 7 -9 -10 -11 15 12 13 -15 -16 -17 17 22 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-38.646657093289491 -27104.807016219303 -9.0070881901142279 2980.1328444962351 -117757.91700080424 -40880.787984783092 -3391.0059688849906 -30613.747501335569 2116.641457287436 -73257.76908738089 -15794.5189463366 -3104.3318133817561 -9137.3270833202841 -12357.483659761459 15689.553402704467 191609.43336310136 -88644.880883388832 55203.828719976504 -165093.14309475807 -16124.675301988511 8317.2778918936074 -7798.5067602379049 -175172.01912042027 2123.3315066867408 -117933.55882161458 -22620.753568812022 -6061.9439691408943 -88247.690874068241 -18740.150262661275 11732.362064266823 1974.3585627419868
leaf_weight=2339440 2609 1560504 17869 102 1504 10276 2083 7754 387 2188 8605 2103 287 9062 76 122 1601 31 2815 11483 5607 29 144 24 1151 5964 109 3457 15142 61276
leaf_count=2339440 2609 1560504 17869 102 1504 10276 2083 7754 387 2188 8605 2103 287 9062 76 122 1601 31 2815 11483 5607 29 144 24 1151 5964 109 3457 15142 61276
internal_value=0 -139.528 -6480.1 -18466.6 -17472.4 89.5607 7.7707 -7850.75 -17385.3 4419.22 5428.66 7848.46 16110.3 20840.4 42420 -4300.15 36987.2 44854.9 -832.4 2787.87 -14584.1 -8659.73 -27497.9 52646.7 1430.89 -13417.3 -7537.04 59.2879 2927.67 3907.88
internal_weight=0 1.59263e+06 32123 10288 10186 2.48118e+06 2.43518e+06 15860 8106 46002 43814 35087 13328 11225 2163 8727 2087 1800 21835 21759 7719 5636 175 1625 19020 8682 6073 2.41932e+06 79875 76418
internal_count=4073804 1592627 32123 10288 10186 2481177 2435175 15860 8106 46002 43814 35087 13328 11225 2163 8727 2087 1800 21835 21759 7719 5636 175 1625 19020 8682 6073 2419315 79875 76418
is_linear=0
shrinkage=0.1


Tree=1042
num_leaves=31
num_cat=0
split_feature=4 1 1 6 1 0 0 0 0 6 1 1 5 6 0 0 1 1 6 0 1 1 0 0 1 1 1 0 0 7
split_gain=5.51228e+12 1.33266e+13 2.38648e+13 3.2812e+13 3.06888e+13 3.6142e+13 3.40122e+13 5.35072e+13 3.33622e+13 2.96184e+13 2.35142e+13 2.03726e+13 2.02623e+13 1.93916e+13 1.78185e+13 2.0216e+13 2.7259e+13 2.68619e+13 1.75387e+13 1.70764e+13 1.69747e+13 1.52269e+13 3.48553e+13 1.52003e+13 2.48606e+13 2.81797e+13 2.70883e+13 2.67345e+13 2.04141e+13 2.95871e+13
threshold=2.5000000000000004 56.240615550000008 82.971668900000012 91.02500000000002 82.918694400000007 56.791379400000004 55.214863500000007 55.183288250000011 56.872182500000008 110.01500000000001 82.991167100000027 60.770858000000011 1.5000000000000002 74.615000000000009 54.980317700000008 60.064438250000002 118.02765200000002 103.8879505 28.980000000000004 54.980317700000008 61.381045500000006 82.911604200000014 55.026775150000006 56.802121050000004 40.024897700000004 39.763755750000009 52.419561900000012 58.010305850000002 59.699368850000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 6 7 20 -7 -8 -4 -10 18 -14 -12 17 -17 -16 -3 -20 -5 -15 -23 -1 25 28 -26 -28 -25 -30
right_child=-2 2 10 4 -6 8 9 -9 11 -11 14 -13 13 21 15 16 -18 -19 19 -21 -22 22 -24 24 26 -27 27 -29 29 -31
leaf_value=532.44148809366254 -19.573154395318078 10974.301811130814 -14785.469123422168 41899.704411764709 113763.09461137821 149413.04453124999 4424.7922508445945 175962.371640625 -10500.898889802633 -122981.27511121961 -2435.6784357813372 63513.357417767962 6601.11673681717 -9477.1390032838863 5710.5279553659057 15522.975580053273 -19388.098895957868 36713.29371028646 10136.016679261224 -7903.8652112727568 -13459.287009876181 135173.37826086956 -45331.779277343754 -10453.912652191742 -17498.726947692583 13118.622391915131 -10241.001900489318 12300.322791327215 2946.0102035162345 -92213.418087121216
leaf_weight=65398 3961637 855 1102 85 39 32 37 20 57 36 8619 107 14121 1067 4084 334 677 300 630 3140 159 23 20 2170 2110 1371 1389 847 3305 33
leaf_count=65398 3961637 855 1102 85 39 32 37 20 57 36 8619 107 14121 1067 4084 334 677 300 630 3140 159 23 20 2170 2110 1371 1389 847 3305 33
internal_value=0 691.306 2291.69 4520.64 28133.6 21868.1 2009.16 18714.8 56013.2 -58405.6 -720.56 37788.9 3840.41 5600.72 385.443 4892.44 -7854.67 7832.07 -1956.63 -4889.24 5825.61 -7125.91 51217.5 -51.0802 -3450.74 289.891 -9371.54 -1702.32 -2903.32 2005.25
internal_weight=0 112167 35544 20428 572 533 337 264 196 73 15116 164 19856 15231 14014 5395 1011 4384 4625 3770 244 1110 43 76623 11225 6879 4346 2236 5508 3338
internal_count=4073804 112167 35544 20428 572 533 337 264 196 73 15116 164 19856 15231 14014 5395 1011 4384 4625 3770 244 1110 43 76623 11225 6879 4346 2236 5508 3338
is_linear=0
shrinkage=0.1


Tree=1043
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 4 4 4 6 4 7 4 6 6 5 6 4 6 6 3 0 3 6 6 6 5 4 1 5 4
split_gain=5.13329e+12 3.09924e+13 9.92757e+13 1.18068e+14 2.20671e+14 1.21412e+14 1.0396e+14 9.91786e+13 1.43545e+14 2.5111e+14 1.0314e+14 1.08985e+14 1.04173e+14 1.44175e+14 1.01229e+14 9.86831e+13 9.20166e+13 8.06216e+13 7.91891e+13 6.66932e+13 6.21496e+13 6.15313e+13 9.96946e+13 6.0509e+13 5.91948e+13 7.39762e+13 5.63612e+13 5.56679e+13 5.49335e+13 5.48168e+13
threshold=451.00000000000006 56.020150250000007 38.166910000000009 56.288960650000007 56.309668500000008 14.500000000000002 4.5000000000000009 23.500000000000004 77.565000000000012 10.500000000000002 6.0000000000000009 14.500000000000002 59.025000000000013 53.995000000000012 2.5000000000000004 30.025000000000002 26.500000000000004 43.010000000000012 47.420000000000009 3.5000000000000004 56.324067350000007 1.5000000000000002 33.805000000000007 37.705000000000005 70.00500000000001 2.5000000000000004 30.500000000000004 36.049731800000011 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 24 -4 6 20 -5 8 10 -10 12 -12 13 15 -14 -8 17 -9 21 -15 -6 28 -23 29 25 -3 -18 -26 -17 -24
right_child=-2 2 3 4 5 -7 7 16 9 -11 11 -13 14 19 -16 18 26 -19 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=419.32340803250838 -50.127711469568993 -4556.0113517050177 -28159.116882129427 -33816.437673819783 -113370.77009943181 -151231.27617187501 -87999.429339334252 90900.951875000013 461636.91490384622 56114.495734797303 351769.63237092394 105770.08037932981 131945.34595588237 304736.451171875 -63891.578297139837 -110130.1709201389 180990.36414331896 -140934.56239583335 -12417.783515625 125444.63502383475 7062.1921260179724 262724.91276041669 -86443.906341911759 110941.17156691189 62081.25077266484 9147.6102043683222 -7525.2212053571438 -17004.756278320554 91591.093807870377 116137.79687943892
leaf_weight=637986 3396489 27112 564 117 44 52 46 20 26 37 23 83 34 32 118 27 29 60 100 59 1639 36 34 197 91 4609 35 4056 27 22
leaf_count=637986 3396489 27112 564 117 44 52 46 20 26 37 23 83 34 32 118 27 29 60 100 59 1639 36 34 197 91 4609 35 4056 27 22
internal_value=0 251.372 -2473.09 13700.9 21850.4 -736.258 55574.9 65583.3 77899.3 223473 66955.2 159147 53605 72917.1 -20086 51409.3 -11477.2 -82975.7 65885.1 188492 3913.62 88714 107022 84867 -4033.77 -2564.9 77895.9 -15269.3 -9269.54 -6858.24
internal_weight=0 677315 39329 3461 2897 1735 1162 1045 901 63 838 106 732 580 152 489 144 80 443 91 1683 343 289 253 35868 31721 64 4147 54 56
internal_count=4073804 677315 39329 3461 2897 1735 1162 1045 901 63 838 106 732 580 152 489 144 80 443 91 1683 343 289 253 35868 31721 64 4147 54 56
is_linear=0
shrinkage=0.1


Tree=1044
num_leaves=31
num_cat=0
split_feature=2 3 0 0 1 4 4 4 0 0 6 3 0 1 6 5 1 1 5 0 0 0 1 1 6 0 1 4 6 0
split_gain=5.93038e+12 2.99842e+13 4.58018e+13 4.26332e+13 5.36467e+13 4.70525e+13 4.11124e+13 1.42382e+14 1.2166e+14 8.92604e+13 7.64607e+13 7.00502e+13 6.98955e+13 6.95741e+13 6.9167e+13 6.95725e+13 8.53532e+13 6.60348e+13 7.28166e+13 5.64407e+13 1.02936e+14 5.43141e+13 5.37589e+13 1.12737e+14 5.06105e+13 5.05985e+13 6.31112e+13 4.6032e+13 8.43839e+13 1.2318e+14
threshold=36.000000000000007 7.5000000000000009 55.390026600000006 55.418618900000006 37.401708450000008 5.5000000000000009 11.500000000000002 9.5000000000000018 55.554045200000012 55.850146250000009 60.005000000000003 10.500000000000002 55.759969450000007 37.649344350000007 114.05000000000001 2.5000000000000004 37.682335600000009 37.768783500000005 2.5000000000000004 55.759969450000007 55.676890650000011 55.568628050000008 37.503969450000007 37.534144550000008 70.50500000000001 55.801384500000005 37.631035900000008 12.500000000000002 74.015000000000015 55.622114900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -9 10 17 12 24 -11 15 21 19 18 22 20 -17 -3 -10 -24 -12 26 -25 28 -8 -30
right_child=-2 6 3 -5 -6 -7 27 8 9 13 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-36709.439179847097 33.427373219514749 -20577.171061844499 45426.722729343324 -1389.0409915057371 -90777.342708333337 195568.53411865234 -9538.4033001097705 -35686.638122726967 37991.509278275211 6617.1769088859846 -18119.874075109983 90652.238910398228 -63585.288046875008 -138937.26495535715 173125.15658967392 -22177.414328048853 13285.076901911785 -9279.1879329740095 228287.85936143665 -4170.7786585803287 -92588.028065732768 8455.6919988065874 220434.60470920141 128655.28656599164 44977.15450895379 3899.3643375318879 50198.950937093105 601.51243319246066 -40781.198961666989 62476.048791503912
leaf_weight=367 3783399 730 82 148428 21 28 8068 290 498 532 206 113 120 35 23 731 737 130 27 633 290 5493 54 179 332 98 240 121374 166 380
leaf_count=367 3783399 730 82 148428 21 28 8068 290 498 532 206 113 120 35 23 731 737 130 27 633 290 5493 54 179 332 98 240 121374 166 380
internal_value=0 -435.492 -1425.88 -1338.71 55683.9 83644.6 607.025 6340.44 25704.8 32648.4 42590.4 17915.9 5424.75 -2367.67 -58.3026 -520.715 -15019.3 58107.6 66100.5 -27631.4 -42176.5 5049.94 62004.1 82946.8 20817.3 68586.4 83716.1 100.189 -6963.62 31082.8
internal_weight=0 290405 148926 148559 131 110 141479 11491 2854 2564 1997 771 658 567 8637 8614 2391 1226 1096 1654 1021 6223 1069 571 538 517 419 129988 8614 546
internal_count=4073804 290405 148926 148559 131 110 141479 11491 2854 2564 1997 771 658 567 8637 8614 2391 1226 1096 1654 1021 6223 1069 571 538 517 419 129988 8614 546
is_linear=0
shrinkage=0.1


Tree=1045
num_leaves=31
num_cat=0
split_feature=3 4 6 3 6 1 0 0 5 1 6 2 0 2 2 0 1 6 6 5 4 6 0 1 0 0 6 6 1 1
split_gain=5.64447e+12 4.31079e+13 6.01895e+13 5.55191e+13 7.05964e+13 8.85742e+13 4.9425e+13 4.53886e+13 5.52511e+13 6.67284e+13 9.18944e+13 5.56466e+13 4.73288e+13 4.49467e+13 7.95794e+13 5.25569e+13 6.51298e+13 4.57211e+13 6.58897e+13 4.48464e+13 1.43017e+14 4.37742e+13 4.36686e+13 5.68143e+13 4.28919e+13 1.35239e+14 4.47314e+13 5.50798e+13 4.38803e+13 5.35712e+13
threshold=4.5000000000000009 7.5000000000000009 41.505000000000003 6.5000000000000009 77.010000000000005 28.601854300000003 54.724612400000005 55.685785750000008 1.5000000000000002 30.226173900000003 70.00500000000001 3338.0000000000005 60.064438250000002 2865.5000000000005 9236.5000000000018 57.125462300000009 65.534455000000023 112.00500000000001 100.05000000000001 3.5000000000000004 5.5000000000000009 138.05000000000004 56.385857200000011 38.166910000000009 59.950512650000007 59.91832440000001 53.310000000000009 59.815000000000005 39.033214400000013 44.628646350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 24 6 -6 -4 9 11 -11 12 -9 17 15 -15 -17 18 -7 -2 -21 -19 -12 -24 25 28 -27 -28 -5 -30
right_child=1 -3 3 4 5 13 -8 8 -10 10 22 -13 -14 14 -16 16 -18 21 -20 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=124.64680814737881 885.61070519020109 44.415964898156624 -3624.3449663592542 -17358.561469610908 134515.83219401044 -56806.780546238115 -24462.560700757575 73501.890850225231 -799.96817255099995 12911.075467102361 -149242.1257932079 -23060.187445977397 218990.71693638392 -12348.997419020085 -70365.851633053418 15343.019453125 218673.50093410327 -142932.89360588591 52405.690168269233 -7990.6735677083334 274688.79325000005 -42501.413901041669 -121550.00884232955 58926.283460792343 -52826.204594507115 18054.017119565218 295310.95781250001 83221.653652343753 32361.036033160428 -7523.8881144466568
leaf_weight=1920388 73275 1921139 89542 1541 48 368 33 111 61629 2762 49 47 28 431 227 50 23 103 65 63 25 75 33 37 178 23 24 25 526 936
leaf_count=1920388 73275 1921139 89542 1541 48 368 33 111 61629 2762 49 47 28 431 227 50 23 103 65 63 25 75 33 37 178 23 24 25 526 936
internal_value=0 -111.158 -1397.9 -2491.64 -13226.6 -31804.3 69746.9 -2166.19 -148.046 12951.8 9203.97 71003.3 102809 -37933.7 -21202.2 940.92 79406 -57951.3 -40412.3 971.293 72316 -100616 -76838.2 -26155.4 -5099.85 -2337.15 133101 187102 -5584.41 6825.95
internal_weight=0 2.15342e+06 232277 158914 4676 1423 81 154238 64696 3067 2881 186 139 1342 731 504 73 611 433 73363 88 178 119 70 3253 3075 72 49 3003 1462
internal_count=4073804 2153416 232277 158914 4676 1423 81 154238 64696 3067 2881 186 139 1342 731 504 73 611 433 73363 88 178 119 70 3253 3075 72 49 3003 1462
is_linear=0
shrinkage=0.1


Tree=1046
num_leaves=31
num_cat=0
split_feature=4 4 0 5 6 1 4 1 6 1 1 0 1 3 2 1 4 7 0 0 1 1 1 7 0 0 6 6 6 0
split_gain=5.63624e+12 3.22583e+13 8.34543e+13 7.67317e+13 9.16267e+13 7.27843e+13 2.6396e+14 1.32681e+14 2.13609e+14 1.12161e+14 2.32715e+14 1.36475e+14 1.1281e+14 1.26944e+14 1.1104e+14 1.05443e+14 1.92925e+14 2.0311e+14 1.72328e+14 1.1907e+14 1.05335e+14 1.00348e+14 1.67934e+14 1.62477e+14 1.69857e+14 2.41232e+14 1.21861e+14 9.69405e+13 8.53135e+13 8.16896e+13
threshold=18.500000000000004 22.500000000000004 60.01610465000001 3.5000000000000004 55.805000000000007 37.924401400000008 19.500000000000004 37.978059650000013 61.805000000000007 37.649344350000007 37.804148700000006 59.856552950000008 37.517483500000004 2.5000000000000004 5873.0000000000009 37.843405600000004 20.500000000000004 6.0000000000000009 55.988910100000005 56.006509350000009 37.897576350000001 37.729575300000008 37.755233900000007 6.0000000000000009 55.676890650000011 55.768246800000007 68.515000000000015 78.605000000000004 84.00500000000001 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 29 11 21 12 14 -14 -2 -8 -17 -18 20 -20 -19 23 -23 -11 -25 -26 -24 -12 -15 -7
right_child=1 -3 3 -5 -6 7 15 -9 -10 10 27 -13 13 28 -16 16 17 18 19 -21 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=46.998650446040159 -8750.7977117179671 309.12204298048596 -4138.8166471572722 72452.393237520751 -23315.658480178769 -62066.651591110232 -2287.0789108512622 -1669.74791603828 -66234.159043739404 29669.088470272414 -24423.588954711435 21189.551537577492 74453.669568985802 6285.6844760604617 131540.64195449563 -36887.348420810245 8576.2326735323459 -1946.6044314412677 266916.9838068182 26109.15613839286 98027.652199183882 -7318.2947464753734 39382.353135955636 -31660.665670572915 247443.37209535256 11500.985958658855 124192.9371547154 59525.672159830727 101170.54564433196 -2890.261167510278
leaf_weight=3512946 5525 343403 7680 113 3688 256 56414 126845 811 229 759 5684 334 2866 57 418 799 169 77 28 280 499 517 45 156 60 252 168 98 2628
leaf_count=3512946 5525 343403 7680 113 3688 256 56414 126845 811 229 759 5684 334 2866 57 418 799 169 77 28 280 499 517 45 156 60 252 168 98 2628
internal_value=0 -294.377 -1247.42 -9545.09 -10360.2 -784.905 1687.96 -2213.88 -20893.3 12552.4 31333 9090.09 1345.35 16008.8 -7318.23 -1532.82 22493.5 40838.8 87369 202702 60398.1 52711.1 37859.2 91144.3 145082 181904 67174.6 -9209.48 9422.9 -8143.09
internal_weight=0 560858 217455 11481 11368 205974 75434 130540 3695 17249 2685 14564 8880 3298 5582 58185 1771 1353 554 105 449 1758 1268 490 261 216 769 927 2964 2884
internal_count=4073804 560858 217455 11481 11368 205974 75434 130540 3695 17249 2685 14564 8880 3298 5582 58185 1771 1353 554 105 449 1758 1268 490 261 216 769 927 2964 2884
is_linear=0
shrinkage=0.1


Tree=1047
num_leaves=31
num_cat=0
split_feature=2 6 0 6 0 1 6 0 0 0 4 4 0 0 7 4 1 4 1 1 1 4 4 1 1 1 4 4 0 1
split_gain=5.45134e+12 3.06143e+13 9.03721e+13 1.48633e+14 7.94615e+13 1.26397e+14 1.35535e+14 1.43253e+14 4.8259e+14 1.93211e+14 2.08395e+14 3.17863e+14 1.61047e+14 1.20539e+14 1.24942e+14 1.41328e+14 1.7635e+14 1.66034e+14 1.28013e+14 1.17437e+14 2.58634e+14 1.34049e+14 2.0454e+14 1.08814e+14 2.95918e+14 1.71107e+14 1.34452e+14 1.19965e+14 1.47744e+14 1.21453e+14
threshold=36.000000000000007 39.810000000000009 55.834019500000004 39.005000000000003 55.633951400000008 37.425454150000007 79.710000000000022 55.721784200000009 55.667390500000003 55.768246800000007 12.500000000000002 15.500000000000002 55.876067900000002 55.622114900000007 6.0000000000000009 21.500000000000004 37.649344350000007 12.500000000000002 37.780517050000007 37.318079750000003 37.374856000000008 17.500000000000004 23.500000000000004 37.702956500000006 37.618684050000006 37.586700500000006 12.500000000000002 23.500000000000004 55.554045200000012 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -9 -12 -11 23 18 16 17 -16 19 21 -21 -15 -23 24 25 27 -27 29 -29 -3
right_child=-2 4 3 -5 5 -7 -8 9 -10 12 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-350.57796138986657 32.048847198724005 8939.5029966896218 5891.1584484966652 48954.627747900166 -12003.603847638111 -1182.847029962646 11480.39127575637 -26778.197996978761 -87863.101676603619 -26309.948092010975 183721.41713423296 22913.272382428597 4982.8604554993872 42784.789996980369 14261.578147217915 15378.346879415709 183490.67458079269 -53233.902960429179 -136444.2490913723 121812.73588164468 27895.138108372044 -172737.3955810547 8471.4247241210942 15966.791402916006 -31759.848325489191 -4227.9320228150991 43379.42751912136 12995.339468964265 -24561.957401277392 -3263.7683453418895
leaf_weight=62483 3783399 13563 13519 852 4246 138981 2487 800 1045 4632 132 1787 2550 228 601 3251 41 926 46 337 2257 102 160 4071 2943 932 1632 1430 3915 20456
leaf_count=62483 3783399 13563 13519 852 4246 138981 2487 800 1045 4632 132 1787 2550 228 601 3251 41 926 46 337 2257 102 160 4071 2943 932 1632 1430 3915 20456
internal_value=0 -417.533 1293.97 8444.22 -1033.48 -2195.92 -10160 -13702.7 -26986.2 -6604.05 16099.6 33974.6 -15199.3 2167.52 13589.1 3485.11 -21173.6 -26668.9 29145.3 31615.2 40096.5 -13283.4 -62075.5 312.461 -1107.81 1043.72 26074.4 -586.675 -14513.9 1601.54
internal_weight=0 290405 76854 14371 213551 156660 17679 15192 5291 9901 2719 1919 7182 56891 7949 4819 1568 1527 3130 3084 2594 490 262 48942 44871 41928 2564 39364 5345 34019
internal_count=4073804 290405 76854 14371 213551 156660 17679 15192 5291 9901 2719 1919 7182 56891 7949 4819 1568 1527 3130 3084 2594 490 262 48942 44871 41928 2564 39364 5345 34019
is_linear=0
shrinkage=0.1


Tree=1048
num_leaves=31
num_cat=0
split_feature=1 1 6 6 4 5 6 0 4 0 6 3 6 0 4 6 3 5 0 4 0 0 4 6 6 4 3 4 6 6
split_gain=5.4112e+12 4.55682e+13 4.85606e+13 1.13091e+14 5.42147e+13 1.05611e+14 1.4633e+14 8.75395e+13 8.14214e+13 1.66687e+14 2.21755e+14 9.988e+13 9.4084e+13 1.19797e+14 1.72359e+14 1.18559e+14 5.86268e+13 5.85939e+13 1.04546e+14 3.12152e+14 9.36318e+13 9.29221e+13 7.26087e+13 6.55253e+13 6.10636e+13 5.72231e+13 5.68122e+13 5.42369e+13 5.91094e+13 5.61664e+13
threshold=37.682335600000009 37.71815560000001 45.605000000000011 61.805000000000007 23.500000000000004 3.5000000000000004 90.045000000000016 55.897267000000006 20.500000000000004 55.850146250000009 73.00500000000001 21.500000000000004 63.855000000000011 55.876067900000002 21.500000000000004 68.00500000000001 10.500000000000002 2.5000000000000004 55.775215600000003 5.5000000000000009 55.858844800000007 55.753967500000009 13.500000000000002 72.50500000000001 65.805000000000021 26.500000000000004 6.5000000000000009 16.500000000000004 72.50500000000001 77.010000000000005
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 8 6 -6 16 17 10 -10 12 -11 -14 15 -15 25 18 21 -20 23 -5 -23 24 -21 -8 -16 -19 -29 -30
right_child=1 -3 3 4 5 -7 7 -9 9 11 -12 -13 13 14 26 -17 -18 27 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=219.66834136618343 902.60366763222601 -22.737630345977198 -15547.331694417928 7216.6477330193202 6380.5613502024489 -64211.319366383279 -71901.452790178577 -67022.792047991068 -30376.793112828353 32758.858048765123 94792.899669596358 102211.3150607639 -93219.060630527019 2070.6696967230905 -45393.867447092569 -143476.21318095439 103143.07718963624 -12995.485017482293 371027.01885775867 93389.355428927069 5269.9355275832349 -153440.25079345703 64847.383515625006 215884.03991071429 -75404.020913461543 110736.51099137933 54285.494866677996 65910.572140115139 -37213.479396119154 19868.032135348851
leaf_weight=879340 12817 3162899 8571 1239 2123 170 42 42 345 124 240 45 523 90 79 148 320 2745 29 122 367 64 20 35 26 29 207 181 246 576
leaf_count=879340 12817 3162899 8571 1239 2123 170 42 42 345 124 240 45 523 90 79 148 320 2745 29 122 367 64 20 35 26 29 207 181 246 576
internal_value=0 -60.4681 -3841.16 -7084.22 43.3527 12110.2 17186.3 70167 -4371.38 -22886.6 20974.9 -43987.7 -49606 -59360.8 -25567.1 -88437.5 84903.5 1530.56 15826 51265.6 34405.5 316.098 -101467 92835.7 63736.5 2697.15 26751.7 -5723.94 14176.8 2785.24
internal_weight=0 3.19446e+06 31565 18748 10177 2726 2556 433 7451 1801 585 1216 1171 1047 524 238 391 5650 1902 579 550 1323 84 183 148 71 286 3748 1003 822
internal_count=4073804 3194464 31565 18748 10177 2726 2556 433 7451 1801 585 1216 1171 1047 524 238 391 5650 1902 579 550 1323 84 183 148 71 286 3748 1003 822
is_linear=0
shrinkage=0.1


Tree=1049
num_leaves=31
num_cat=0
split_feature=2 5 6 2 4 0 0 4 1 0 0 1 1 6 6 4 1 1 7 6 1 1 1 3 6 0 0 1 1 0
split_gain=5.42517e+12 2.88489e+13 6.51464e+13 8.30039e+13 2.2389e+14 2.08635e+14 1.71254e+14 1.29733e+14 1.32481e+14 1.26162e+14 1.57696e+14 1.54935e+14 1.82866e+14 1.20684e+14 1.1554e+14 1.13516e+14 1.19113e+14 1.08567e+14 9.43512e+13 1.10802e+14 8.66963e+13 1.31347e+14 8.57135e+13 9.33484e+13 8.70946e+13 8.04548e+13 2.3134e+14 8.61393e+13 8.05157e+13 7.97525e+13
threshold=451.00000000000006 1.5000000000000002 46.010000000000012 75.000000000000014 22.500000000000004 55.858844800000007 55.649510000000014 9.5000000000000018 37.401708450000008 55.749683450000006 55.676890650000011 37.618684050000006 37.682335600000009 52.330000000000005 49.010000000000012 16.500000000000004 37.71815560000001 37.475446350000006 6.0000000000000009 52.015000000000008 37.586700500000006 37.46219940000001 37.618684050000006 17.500000000000004 54.010000000000012 55.660117850000006 55.676890650000011 37.401708450000008 37.318079750000003 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 13 -12 -13 -8 -11 16 -10 29 22 20 21 -20 -17 24 -24 28 -27 -28 -6 -7
right_child=-2 -3 3 -5 25 17 7 8 15 14 11 12 -14 -15 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-116.92187251180908 -51.533156435969389 775.91248470541814 -12079.98536779041 -11628.271353427237 95165.503735977574 106689.21595677138 -64461.585170717597 -103581.09626664961 80263.021792360349 -53757.565206172556 -232217.58782641269 167736.16971982759 -163845.08489583334 251060.00720880684 71576.535801461447 90564.167860698974 -35218.754478236609 -81417.861935927009 48213.947734650472 74662.886266113288 25425.992037725322 -80122.873862358741 25767.570340918486 179158.52691532258 -122647.72507421876 87053.456558524616 -97821.163546636468 -14212.264367017215 -51961.959727181966 -49402.709020813898
leaf_weight=241993 3396489 415853 1099 11391 39 64 27 61 1008 116 73 29 39 22 201 357 98 316 113 200 371 271 189 31 50 226 131 2076 804 67
leaf_count=241993 3396489 415853 1099 11391 39 64 27 61 1008 116 73 29 39 22 201 357 98 316 113 200 371 271 189 31 50 226 131 2076 804 67
internal_value=0 258.42 -564.647 -6129.72 1623.94 15374.7 22052.6 33573.4 42145.8 -12906.6 -77340.2 -131046 -22435.4 77201.2 25713 45452.8 70030.5 -49686.6 28270.2 8482.2 -9049.11 -42357.1 58409.9 15894.8 -5281.65 -18532.1 -9307.5 -19175 -45155.4 26855.9
internal_weight=0 677315 261462 19469 8078 4802 4355 3256 2749 507 190 141 68 49 317 2688 1106 447 1582 955 755 384 627 270 239 3276 2433 2207 843 131
internal_count=4073804 677315 261462 19469 8078 4802 4355 3256 2749 507 190 141 68 49 317 2688 1106 447 1582 955 755 384 627 270 239 3276 2433 2207 843 131
is_linear=0
shrinkage=0.1


Tree=1050
num_leaves=31
num_cat=0
split_feature=2 0 1 4 6 7 4 4 1 5 3 6 1 6 5 4 1 0 6 1 4 1 6 6 4 0 0 0 1 1
split_gain=5.34979e+12 2.87302e+13 9.94428e+13 9.2045e+13 8.10627e+13 5.0576e+13 4.7291e+13 4.12185e+13 3.95905e+13 3.46841e+13 3.24911e+13 6.88886e+13 5.62701e+13 7.17475e+13 7.75609e+13 1.47612e+14 4.9669e+13 1.0373e+14 1.09691e+14 6.29134e+13 6.82304e+13 5.56939e+13 5.48306e+13 6.8504e+13 4.72182e+13 9.28731e+13 1.69634e+14 1.06878e+14 8.14175e+13 1.16521e+14
threshold=36.000000000000007 55.910578700000009 37.331232350000008 4.5000000000000009 64.405000000000015 6.0000000000000009 13.500000000000002 5.5000000000000009 37.517483500000004 2.5000000000000004 2.5000000000000004 93.050000000000011 37.234509300000006 58.995000000000012 1.5000000000000002 13.500000000000002 37.475446350000006 55.866549750000011 59.245000000000012 37.318079750000003 15.500000000000002 37.843405600000004 46.420000000000009 51.015000000000008 14.500000000000002 55.791814000000009 55.737027400000009 55.806294650000005 37.729575300000008 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -5 -7 -3 -6 -4 11 16 13 14 -12 -16 17 19 -19 20 -1 24 -21 -24 -18 26 -26 -27 -28 -30
right_child=-2 2 3 4 8 6 -8 -9 -10 -11 12 -13 -14 -15 15 -17 21 18 -20 22 -22 -23 23 -25 25 27 28 -29 29 -31
leaf_value=-1773.538143253041 31.748936619590566 -71426.09050164475 14775.994621394231 -15779.75183798199 -134679.22989817415 -223126.09524456525 -39556.855334472661 3074.3130702636718 -57174.064283764455 175173.12958984377 -19211.368608353467 20136.910543947612 305.60214384087641 -34894.89470871316 15797.861533843494 212907.68347222224 -3356.9792937841553 14013.302108425567 193163.734921875 -5270.5948189991896 55070.192579662893 -26237.076990169851 -58401.310414596628 -17629.815073807604 7019.2032214120381 74941.662293273126 -22497.056946733806 12952.888187113538 -172247.26509931849 -19314.328231869102
leaf_weight=1252 3783399 76 26 978 89 23 36 3250 254 28 475 1276 239236 1019 244 45 23130 108 50 3644 254 893 458 4112 4816 308 1256 2869 94 106
leaf_count=1252 3783399 76 26 978 89 23 36 3250 254 28 475 1276 239236 1019 244 45 23130 108 50 3644 254 893 458 4112 4816 308 1256 2869 94 106
internal_value=0 -413.625 -8118.71 -30131.2 -35142.9 -21204 -111118 1371.96 -77284.7 97944.9 -285.228 -2763.8 173.693 -17525.4 5641.52 46489.7 -3437.87 -9668.83 70706.5 -10975.3 7813.65 -1599.04 -14420.2 -21715.9 -923.707 5032.65 -2023.34 18962.5 -31933.3 -91192.8
internal_weight=0 290405 4760 1434 1380 1037 59 3326 343 54 285645 44626 241019 1783 764 289 43350 9878 158 9720 1506 33472 8214 4570 32579 9449 6272 3177 1456 200
internal_count=4073804 290405 4760 1434 1380 1037 59 3326 343 54 285645 44626 241019 1783 764 289 43350 9878 158 9720 1506 33472 8214 4570 32579 9449 6272 3177 1456 200
is_linear=0
shrinkage=0.1


Tree=1051
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 7 6 1 0 0 1 4 6 6 3 4 3 4 6 5 0 1 6 5 4 6 1 1 7 3
split_gain=5.17348e+12 6.23426e+13 1.02068e+14 1.06156e+14 6.96266e+13 6.25566e+13 6.18455e+13 8.80272e+13 1.85324e+14 1.21903e+14 1.35777e+14 1.04231e+14 7.30135e+13 6.9162e+13 5.37407e+13 4.98022e+13 1.28849e+14 9.86399e+13 8.519e+13 1.12691e+14 8.8828e+13 8.57179e+13 8.56703e+13 8.2311e+13 7.93077e+13 1.02544e+14 1.44806e+14 1.93725e+14 2.37789e+14 9.34327e+13
threshold=47.234875100000004 47.222459950000008 39.703507450000011 39.749243900000003 3.5000000000000004 6.0000000000000009 78.605000000000004 39.735861600000007 47.22829500000001 47.22829500000001 39.718675700000013 16.500000000000004 120.05000000000001 106.49500000000002 14.500000000000002 15.500000000000002 3.5000000000000004 16.500000000000004 59.505000000000003 4.5000000000000009 44.601833250000006 39.777866350000004 28.980000000000004 2.5000000000000004 14.500000000000002 81.705000000000013 38.999037500000007 39.044653900000007 6.0000000000000009 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 14 5 4 -4 -3 -6 9 -9 10 -8 -12 -10 -11 15 24 -17 18 20 -20 21 22 -18 -19 -1 -26 29 28 -28 -27
right_child=-2 2 3 -5 6 -7 7 8 12 13 11 -13 -14 -15 -16 16 17 23 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=206.477351609854 -50.445484522301648 1438.5454207480864 4512.6754445103134 -393.35088666088177 17623.827130125224 -16818.441356808344 30739.990371492349 -112925.31098300971 32694.355500000001 44265.256485351565 84397.227017536585 204302.89977489409 239873.29630681817 -29273.021089594418 3321.4707987158795 4601.2579070447973 111015.30748922331 -1868.2561508496078 -11081.981118314523 150955.21179142443 -2118.8678261119553 7388.8415808929267 -65270.765740682407 7755.2566437656587 5009.5359631163847 68263.662849691245 52892.759886791093 47329.533389771037 355535.98137500003 -19700.658139514049
leaf_weight=431739 3393752 12576 3197 5830 5299 2206 245 103 75 400 188 118 22 188 46464 27293 29 70926 23023 43 33958 326 558 10161 3916 167 54 462 50 436
leaf_count=431739 3393752 12576 3197 5830 5299 2206 245 103 75 400 188 118 22 188 46464 27293 29 70926 23023 43 33958 326 558 10161 3916 167 54 462 50 436
internal_value=0 251.745 4674.31 10298.7 16636.7 -1286.05 22475.9 41677.7 -19510.1 52421.9 86217.3 130635 79683.4 20753 44.4591 -207.991 -1680.64 -2913.9 -6065.12 -10779.9 -2946.44 -33727.1 -56561.6 -662.335 352.708 12768.4 38759.5 75087 198394 4660.94
internal_weight=0 680052 30447 15665 9835 14782 6638 1339 200 1139 551 306 97 588 649605 603141 166317 139024 57937 23066 34871 913 587 81087 436824 5085 1169 566 104 603
internal_count=4073804 680052 30447 15665 9835 14782 6638 1339 200 1139 551 306 97 588 649605 603141 166317 139024 57937 23066 34871 913 587 81087 436824 5085 1169 566 104 603
is_linear=0
shrinkage=0.1


Tree=1052
num_leaves=31
num_cat=0
split_feature=6 7 6 5 5 6 2 1 0 1 6 1 4 4 3 3 1 3 5 4 4 1 3 0 0 1 1 6 4 0
split_gain=6.09191e+12 3.38792e+13 5.42995e+13 7.25135e+13 4.67805e+13 7.85495e+13 7.42106e+13 1.0308e+14 1.18589e+14 9.83182e+13 9.48879e+13 1.059e+14 7.82257e+13 7.313e+13 7.20156e+13 6.89573e+13 6.72737e+13 9.605e+13 6.57568e+13 1.50957e+14 1.02605e+14 7.62545e+13 6.27159e+13 6.18671e+13 6.18047e+13 5.21069e+13 1.79219e+14 1.28812e+14 8.96281e+13 1.03324e+14
threshold=88.825000000000003 6.0000000000000009 134.05000000000004 5.5000000000000009 2.5000000000000004 122.65000000000002 915.50000000000011 37.331232350000008 55.850146250000009 37.374856000000008 90.045000000000016 36.865631950000008 7.5000000000000009 17.500000000000004 21.500000000000004 18.500000000000004 40.377616600000003 22.500000000000004 1.5000000000000002 9.5000000000000018 2.5000000000000004 60.605526900000008 4.5000000000000009 55.910578700000009 55.60524465000001 30.370944000000005 30.425503950000003 116.05000000000001 8.5000000000000018 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 10 -9 -2 -12 -13 -14 15 -7 17 25 19 20 -18 -22 24 -16 -11 -8 28 -28 -27 -30
right_child=1 2 3 -5 -6 14 16 9 -10 22 11 12 13 -15 23 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=29.487632606575144 -67367.279730902781 -3576.2245751216124 10838.089246527714 -85384.60303710938 676.67663118744383 11818.411052648817 -11597.96796482508 -142600.17737563778 -163290.16167187502 20507.329145408163 -38548.690416666672 312496.21034482762 -35149.03020833333 215750.83383413462 23961.127773902532 -174793.784296875 76694.880745442715 -190799.49209735577 -11687.195834290391 17377.481525183674 -184587.27758511179 -29883.781104651163 -16919.223922793677 269713.13250000001 -105873.67391888163 190532.36867788463 6133.1363620822358 -100476.0524322249 81008.897611562279 -149225.32045454546
leaf_weight=3849942 36 49872 3726 80 156364 1996 1945 98 25 49 30 29 21 26 21 20 24 26 4436 151 123 43 523 20 184 65 3619 117 171 22
leaf_count=3849942 36 49872 3726 80 156364 1996 1945 98 25 49 30 29 21 26 21 20 24 26 4436 151 123 43 523 20 184 65 3619 117 171 22
internal_value=0 -507.123 -2697.6 8815.54 183.777 -5393.05 -8545.71 -34309.1 37544 -48360 72902.1 120541 183339 103647 12635.4 9967.1 -6096.96 984.988 -14940.1 -57256.8 -116571 -144513 -36143.7 143840 -79295.7 1824.59 8361.11 2794.47 88969.6 54764.6
internal_weight=0 223862 53678 3806 170184 13820 11763 1021 167 854 142 106 76 47 2057 2016 10742 5965 4777 341 190 166 756 41 233 5939 3994 3736 258 193
internal_count=4073804 223862 53678 3806 170184 13820 11763 1021 167 854 142 106 76 47 2057 2016 10742 5965 4777 341 190 166 756 41 233 5939 3994 3736 258 193
is_linear=0
shrinkage=0.1


Tree=1053
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 4 0 6 4 0 0 2 0 1 0 1 1 3 3 0 0 4 1 0 3 0 3 1 1 4
split_gain=6.25858e+12 3.47042e+13 6.8908e+13 4.44304e+13 4.4499e+13 4.99093e+13 4.88133e+13 3.37122e+13 7.78391e+13 1.51794e+14 1.48886e+14 1.03751e+14 8.34469e+13 7.08153e+13 6.15409e+13 5.38901e+13 5.0763e+13 4.35184e+13 4.03692e+13 4.01701e+13 5.76147e+13 7.55095e+13 3.70464e+13 3.55419e+13 3.21321e+13 3.41391e+13 5.76658e+13 4.02393e+13 4.90003e+13 6.08539e+13
threshold=112.00500000000001 38.109452700000006 38.430814800000007 55.568628050000008 38.247071200000008 7.5000000000000009 56.288960650000007 114.05000000000001 12.500000000000002 55.071632200000003 55.055052800000006 8767.0000000000018 55.080855950000007 82.93515810000001 55.017684700000011 65.64204770000002 56.240615550000008 3.5000000000000004 2.5000000000000004 54.707511300000007 45.067157700000003 10.500000000000002 82.966990000000024 55.014210500000011 2.5000000000000004 44.685196900000008 1.5000000000000002 36.865631950000008 30.315889700000003 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 24 3 -3 5 6 -5 8 9 19 13 15 -11 -10 -15 18 17 -14 -12 20 21 -4 -16 -21 25 26 -2 28 -27 -30
right_child=1 2 7 4 -6 -7 -8 -9 10 12 11 -13 16 14 22 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=16.205724212950141 141645.1511350236 -91712.3822254181 20651.044179874403 -37310.100168918922 65873.711495535725 -65522.105074869796 139528.15769675927 -1269.0707560233132 -68680.067957539461 -168809.22911585367 -103664.71548276156 233375.85965909093 -32728.524087094906 -52897.187116011839 104533.14919313525 -102932.47458881579 -41073.270325759746 43124.830764841485 34286.590493897376 84983.525251450235 -22840.661952316932 179355.2584654018 -32754.142046066812 28310.343059558407 636.58521211819902 2993.5268134917878 5748.3659941020769 -6662.0327079264316 23806.277482762926 103451.41555524553
leaf_weight=4005334 53 128 209 37 49 180 27 47289 686 41 23 22 135 103 61 38 545 172 273 167 284 35 29 328 13807 1347 76 1110 1111 105
leaf_count=4005334 53 128 209 37 49 180 27 47289 686 41 23 22 135 103 61 38 545 172 273 167 284 35 29 328 13807 1347 76 1110 1111 105
internal_value=0 -947.997 -2272.69 -42561.9 -21090 -38554.1 37293.5 -1936.42 -11951.7 666.913 -31528.3 23030.3 -29459.1 -53624.9 -112.737 9175.2 -22753.3 9769.12 23567.4 26964.6 7777.94 43416 60296.1 47430.4 2878.19 11018.6 61581.9 9242.74 16130.9 30683.5
internal_weight=0 68470 50861 421 293 244 64 50440 3151 1916 1235 356 893 879 193 334 852 307 296 1023 528 244 90 495 17609 3802 129 3673 2563 1216
internal_count=4073804 68470 50861 421 293 244 64 50440 3151 1916 1235 356 893 879 193 334 852 307 296 1023 528 244 90 495 17609 3802 129 3673 2563 1216
is_linear=0
shrinkage=0.1


Tree=1054
num_leaves=31
num_cat=0
split_feature=2 0 1 0 6 4 1 5 4 0 1 1 4 1 7 4 4 5 3 4 1 0 0 1 0 6 4 0 0 4
split_gain=5.43833e+12 2.86894e+13 3.46726e+13 2.93681e+13 3.02126e+13 2.90035e+13 3.36816e+13 2.76675e+13 5.30573e+13 8.64623e+13 8.94719e+13 7.99773e+13 7.60267e+13 1.15643e+14 1.62803e+14 1.5744e+14 8.98844e+13 1.06413e+14 8.06769e+13 7.04997e+13 5.67885e+13 5.67388e+13 1.07304e+14 5.51675e+13 4.98005e+13 4.75117e+13 7.73081e+13 1.03037e+14 7.90355e+13 5.81756e+13
threshold=451.00000000000006 54.431501800000014 38.657016300000002 54.86311005000001 93.050000000000011 4.5000000000000009 38.166910000000009 3.5000000000000004 21.500000000000004 55.81943720000001 37.804148700000006 37.858952300000006 16.500000000000004 37.46219940000001 6.0000000000000009 17.500000000000004 17.500000000000004 4.5000000000000009 10.500000000000002 20.500000000000004 37.488790500000007 55.850146250000009 55.759969450000007 37.702956500000006 55.812023600000011 106.49500000000002 23.500000000000004 55.60524465000001 55.554045200000012 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 4 5 -3 -7 25 12 24 23 -12 -9 14 19 -16 20 21 -17 -14 -15 22 -18 -11 -10 -5 27 28 -27 -30
right_child=-2 3 -4 7 -6 6 -8 8 9 10 11 -13 13 16 15 18 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=95394.256004463939 -51.595613766787466 -20228.219172557303 355.56486730238976 274.32258042528201 -88592.223828125003 -20375.274083933389 4058.6237608393672 4426.4130500814244 3880.9150119528094 -37014.293837515637 250404.29468749999 -7758.0415104166668 35585.047260420746 -24878.742244525551 4190.4271040482954 479777.27937500004 12505.892779737904 -145391.84543269229 202270.91363636366 229130.58608398438 47237.090379625624 73145.986523437503 -151182.4558557581 -171032.90710449219 117446.58696289064 -12188.018321281703 19800.888943286249 -29380.361857214572 76270.066995066009 -67675.404589843747
leaf_weight=70 3396489 1208 85 656820 46 747 2305 9175 1114 765 20 30 319 137 22 20 155 65 22 20 538 72 54 32 40 398 641 2134 229 32
leaf_count=70 3396489 1208 85 656820 46 747 2305 9175 1114 765 20 30 319 137 22 20 155 65 22 20 538 72 54 32 40 398 641 2134 229 32
internal_value=0 258.733 43276.3 248.887 -7983.31 -7112.89 -1921.76 301.569 4943.46 -9991.22 -34254.6 95506.9 7763 29261 74620.2 220901 11357.3 -30085 334417 47003.7 32600.2 -3412.56 -29786.8 -42395.2 7817.33 212.986 -11518.9 -18706.9 15856.5 58621.6
internal_weight=0 677315 155 677160 4306 4260 3052 672854 12600 2001 847 50 10599 1424 403 64 1021 346 42 339 675 281 209 797 1154 660254 3434 2793 659 261
internal_count=4073804 677315 155 677160 4306 4260 3052 672854 12600 2001 847 50 10599 1424 403 64 1021 346 42 339 675 281 209 797 1154 660254 3434 2793 659 261
is_linear=0
shrinkage=0.1


Tree=1055
num_leaves=31
num_cat=0
split_feature=6 1 4 0 0 4 4 5 1 1 3 0 6 0 1 1 1 5 1 5 1 1 2 4 5 1 5 4 1 1
split_gain=5.09454e+12 1.03011e+13 1.23991e+13 1.32561e+13 9.00837e+12 9.24456e+12 1.28989e+13 3.29962e+13 1.15757e+13 2.31241e+13 1.78548e+13 1.241e+13 1.47825e+13 1.18744e+13 3.11302e+13 1.02884e+13 3.66185e+13 2.74015e+13 1.33762e+13 1.31616e+13 1.55462e+13 1.01837e+13 1.28311e+13 2.60186e+13 1.46011e+13 1.16199e+13 9.97389e+12 5.26297e+13 2.57985e+13 2.41865e+13
threshold=19.050000000000004 94.478249850000012 5.5000000000000009 61.78914120000001 54.707511300000007 14.500000000000002 8.5000000000000018 4.5000000000000009 44.064675150000006 43.862029600000007 2.5000000000000004 55.520061350000013 15.450000000000001 55.768246800000007 37.618684050000006 82.906746050000024 82.901648750000021 2.5000000000000004 65.493200550000012 1.5000000000000002 65.574968200000015 82.886781200000016 5261.5000000000009 5.5000000000000009 2.5000000000000004 59.317422600000008 1.5000000000000002 5.5000000000000009 30.452677500000004 49.111590500000005
decision_type=2 2 2 2 2 2 2 2 2 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 21 15 9 10 -7 -12 13 14 -13 16 18 -17 -8 20 -20 22 26 24 -24 -26 -6 28 -28 -30
right_child=-2 2 3 -5 5 8 7 -9 -10 -11 11 12 -14 -15 -16 17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=1192.4236388169136 7.9659330251533973 4058.817697411615 7315.483318718113 79803.831968336846 -4128.4079725988813 -33727.343804524739 -4203.9652262581949 -134308.02661830359 12530.81197152477 -102209.90859375001 -63520.193350883157 123200.92828125 -9025.0088730438893 8552.26178372291 9310.9584635416668 -848.24136334602008 -76608.006814759035 118071.9990234375 -45092.221791828655 43111.858794981061 -13976.779441879737 -9323.5253286171192 9403.6012163315554 109189.87132812501 -95008.945889136914 -12811.444433593751 75278.306104651172 101596.55343191966 -17500.536882960241 27467.46252628924
leaf_weight=6467 4053237 296 49 52 5138 135 1822 21 773 24 23 40 184 124 60 621 83 20 209 33 693 1622 1244 25 21 95 43 56 428 166
leaf_count=6467 4053237 296 49 52 5138 135 1822 21 773 24 23 40 184 124 60 621 83 20 209 33 693 1622 1244 25 21 95 43 56 428 166
internal_value=0 -1569.88 14382 44636.2 -1883.86 -3335.69 -4198.91 -9335.06 4479.6 -6068.85 -1992.2 7948.05 11976.9 29228.5 54866.9 -8581.13 -11163.9 2862.22 -9193.73 -18917.1 -21186.5 -2163.75 -554.388 8097.87 6239.56 -27692 -2609.5 8651.87 480.904 -4933.72
internal_weight=0 20567 397 101 20170 13703 12340 3502 1363 590 566 431 408 224 100 3481 2840 641 2757 935 902 8838 7216 1385 1360 116 5831 693 637 594
internal_count=4073804 20567 397 101 20170 13703 12340 3502 1363 590 566 431 408 224 100 3481 2840 641 2757 935 902 8838 7216 1385 1360 116 5831 693 637 594
is_linear=0
shrinkage=0.1


Tree=1056
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 1 4 4 1 1 4 1 6 6 1 3 3 0 4 1 6 5 0 1 6 0 4 1 1 6
split_gain=4.96618e+12 4.15524e+13 1.0655e+14 1.56428e+14 1.12488e+14 8.32959e+13 8.23896e+13 1.55587e+14 8.69334e+13 7.57242e+13 7.39816e+13 7.38118e+13 7.13628e+13 1.24342e+14 8.49433e+13 6.64708e+13 9.56293e+13 6.4443e+13 8.33056e+13 1.27726e+14 1.1043e+14 1.01921e+14 1.3923e+14 7.61167e+13 6.06431e+13 5.89763e+13 5.67543e+13 1.22223e+14 1.77796e+14 1.58551e+14
threshold=45.085557650000005 16.500000000000004 45.040161900000008 45.047736150000013 38.91194105000001 38.927872750000006 19.500000000000004 23.500000000000004 38.977585500000011 39.01296365000001 21.500000000000004 38.989878900000008 82.905000000000015 87.395000000000024 38.989878900000008 7.5000000000000009 4.5000000000000009 45.082176650000008 19.500000000000004 38.948208550000011 149.05000000000004 1.5000000000000002 45.059854000000009 39.038055050000004 189.00000000000003 45.036141150000006 15.500000000000002 38.97264950000001 38.948208550000011 67.91500000000002
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 26 25 4 15 -5 12 9 -9 10 -8 -10 -6 14 -14 16 -4 18 20 21 -7 -20 -23 -19 -22 -3 -1 28 -28 -29
right_child=-2 2 3 5 6 17 7 8 11 -11 -12 -13 13 -15 -16 -17 -18 23 19 -21 24 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=375.34203312374734 -41.259428553823966 211.73281338743138 26945.472191722973 -24707.83007823367 27318.042379708637 7543.5558103026315 22842.955404984736 -42224.103065586096 70728.733377415614 -120992.59510569852 -31320.328859260593 12531.864561831826 362035.46484375 40141.302676428371 123952.21849702876 52365.970988743284 235643.49330150464 -46732.053537409862 -11707.897375761066 -4068.2190351144959 -175681.87910539217 -118338.97102272727 65406.678005289345 16911.064000190087 -1706.3429450757576 -9734.293883528695 -2750.1232392821876 -2574.1930257444237 17378.258735535452 -16696.975685062724
leaf_weight=329161 3574627 44379 37 1011 1347 21872 389 128 511 68 717 380 22 166 47 279 54 195 358 17377 51 44 657 5177 33 6887 13600 37676 6479 10075
leaf_count=329161 3574627 44379 37 1011 1347 21872 389 128 511 68 717 380 22 166 47 279 54 195 358 17377 51 44 657 5177 33 6887 13600 37676 6479 10075
internal_value=0 295.46 2093.77 5333.82 23952.9 3683.87 18795.5 6247.85 34837.9 -18567.5 -12270.1 45908.5 36189.3 87038.3 199863 76572.5 150788 4311.09 2942.59 -2013.43 7104.05 31703.3 53873.4 14600.9 -107334 -1124.4 -167.428 -2801.35 3744.81 -5553.96
internal_weight=0 499177 102186 50920 4145 46775 3775 2193 1019 1174 1106 891 1582 235 69 370 91 45764 40392 18436 21956 1059 701 5372 84 51266 396991 67830 20079 47751
internal_count=4073804 499177 102186 50920 4145 46775 3775 2193 1019 1174 1106 891 1582 235 69 370 91 45764 40392 18436 21956 1059 701 5372 84 51266 396991 67830 20079 47751
is_linear=0
shrinkage=0.1


Tree=1057
num_leaves=31
num_cat=0
split_feature=4 1 0 0 0 6 1 1 4 0 0 0 1 1 4 7 0 0 7 1 6 4 1 3 6 5 4 0 1 6
split_gain=4.95163e+12 3.15982e+13 7.28685e+13 1.15334e+14 8.19339e+13 6.78426e+13 6.2406e+13 1.08894e+14 1.33555e+14 8.89035e+13 3.34913e+14 1.87611e+14 2.07802e+14 1.7184e+14 2.36424e+14 2.98715e+14 2.93276e+14 2.26791e+14 1.83206e+14 2.02965e+14 1.76763e+14 4.87413e+14 1.72287e+14 1.68507e+14 1.68375e+14 1.51801e+14 1.37701e+14 1.19591e+14 1.18309e+14 1.0508e+14
threshold=18.500000000000004 30.438492500000006 60.002985000000002 59.982409200000006 60.034792100000011 64.805000000000021 30.242318500000007 30.226173900000003 24.500000000000004 59.905532300000012 59.933037250000005 59.825842200000004 30.345769800000003 30.362494150000003 21.500000000000004 6.0000000000000009 59.898927250000007 59.898927250000007 6.0000000000000009 30.345769800000003 93.050000000000011 23.500000000000004 30.370944000000005 21.500000000000004 86.030000000000015 3.5000000000000004 20.500000000000004 59.838047850000002 30.345769800000003 35.57500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -9 11 -11 12 -8 18 -15 16 22 -17 19 26 24 -22 23 -16 -21 -24 -13 28 -20 -28
right_child=1 2 4 -5 -6 -7 9 8 -10 10 -12 13 -14 14 15 17 -18 -19 27 20 21 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=44.051923304547167 674.49191417089708 -472.05538589993313 -16809.848339367985 116023.2295772059 1145.6164955155405 -61097.062325364714 28781.277474895604 -23719.394772533535 19118.111724481521 -42084.688526449369 2626.5668329755854 54969.295407138648 -24879.987666436049 12441.325267155267 68419.859331800675 85528.155506116134 -205197.72260156251 238246.82155451702 -27632.057011221241 78039.416279109078 -354547.33127232146 89621.894842819951 28791.206790941065 259574.27413054436 285325.19583333336 -249615.00164062504 -54080.562369605017 -108.7352555799944 -145366.51963829627 8800.150429070778
leaf_weight=3512946 17870 469914 2941 85 2818 392 992 4076 886 1741 44411 536 2648 2727 180 426 50 126 476 585 35 84 943 62 42 20 327 3942 104 1419
leaf_count=3512946 17870 469914 2941 85 2818 392 992 4076 886 1741 44411 536 2648 2727 180 426 50 126 476 585 35 84 943 62 42 20 327 3942 104 1419
internal_value=0 -275.92 -592.509 -450.987 -11406.2 -22018.5 1503.65 -2964.63 -16070.5 3152.42 939.916 9646.42 -10255.8 15641.5 31029.7 59082 32117.2 120388 6400.37 25436.7 70718.2 -41016.1 41964.3 117393 91924.6 23009.1 10633.9 -6346.66 -48743.1 -2976.48
internal_weight=0 560858 476150 469999 6151 3333 84708 22832 4962 61876 46152 15724 3640 12084 4534 1807 1255 552 7550 3028 746 119 1205 242 627 963 2282 4522 580 1746
internal_count=4073804 560858 476150 469999 6151 3333 84708 22832 4962 61876 46152 15724 3640 12084 4534 1807 1255 552 7550 3028 746 119 1205 242 627 963 2282 4522 580 1746
is_linear=0
shrinkage=0.1


Tree=1058
num_leaves=31
num_cat=0
split_feature=3 0 0 6 4 6 6 5 1 0 1 6 0 1 5 3 3 1 6 6 3 6 5 5 0 7 0 6 0 1
split_gain=4.98339e+12 1.66658e+13 2.09548e+13 2.47241e+13 1.21974e+13 1.10564e+13 2.18949e+13 1.72535e+13 2.44099e+13 1.22938e+13 2.62885e+13 2.19073e+13 1.73144e+13 1.69634e+13 1.8209e+13 1.19182e+13 1.06722e+13 3.52496e+13 7.61179e+13 7.09945e+13 3.73265e+13 3.53592e+13 3.0224e+13 4.60005e+13 3.40363e+13 3.55925e+13 2.63773e+13 2.29818e+13 1.76254e+13 4.47232e+13
threshold=27.500000000000004 55.539595350000006 54.73499850000001 69.605000000000004 31.500000000000004 125.02000000000002 156.15000000000003 3.5000000000000004 37.858952300000006 56.858606850000008 37.290808600000013 73.41500000000002 59.825842200000004 60.605526900000008 2.5000000000000004 33.500000000000007 24.500000000000004 60.605526900000008 149.05000000000004 86.030000000000015 26.500000000000004 130.05000000000004 1.5000000000000002 2.5000000000000004 55.061158000000006 6.0000000000000009 55.039488700000007 98.020000000000024 54.431501800000014 39.735861600000007
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -2 7 -7 9 -9 10 -3 -11 -13 -12 15 -15 -1 28 19 -19 21 22 -21 -24 25 -25 -27 -26 29 -18
right_child=1 5 3 -5 -6 6 -8 8 -10 11 13 12 -14 14 -16 -17 17 18 -20 20 -22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=4.6845816228152231 58062.571465594956 67241.344583953367 26463.663671875001 148983.30122767857 -25057.79299005682 -65344.345898437503 53295.069270833337 119888.21548339844 -5669.3992675781255 -1326.7112760218179 882.56517644903579 -9422.6893084490748 -114742.81440033785 22349.829274083837 77165.362582236849 -51516.363796874997 -6612.6420756417956 921.74445144636229 -127071.22997332318 -29961.306389508929 173508.56729910715 2431.083326929645 163771.1753815407 155485.85426136365 44153.182687500004 22091.166283598403 139100.068375 -61499.982544642866 -6918.3981846987999 48065.360320784588
leaf_weight=4056328 26 63 40 28 55 60 21 30 32 164 4729 27 37 173 57 25 514 1786 41 35 21 183 43 44 50 84 25 35 8837 211
leaf_count=4056328 26 63 40 28 55 60 21 30 32 164 4729 27 37 173 57 25 514 1786 41 35 21 183 43 44 50 84 25 35 8837 211
internal_value=0 2989.89 35983.4 76912.9 1622.82 2082.54 -34586 2639.06 55084.3 2022.64 3048.72 -20690.7 -70310.9 2237.3 27360.9 13023.3 -4.09138 -2993.27 7988.11 10389.4 42907.3 37411 57668.4 68583.1 51385.3 79572.1 48928.1 648.938 -5688.66 9300.54
internal_weight=0 5567 149 68 81 5418 81 5337 62 5275 5047 228 64 4984 255 198 4.06824e+06 11909 2347 2306 520 499 316 281 238 153 109 85 9562 725
internal_count=4073804 5567 149 68 81 5418 81 5337 62 5275 5047 228 64 4984 255 198 4068237 11909 2347 2306 520 499 316 281 238 153 109 85 9562 725
is_linear=0
shrinkage=0.1


Tree=1059
num_leaves=31
num_cat=0
split_feature=2 0 4 6 0 1 1 1 6 6 5 2 6 1 1 0 0 6 0 0 3 3 1 6 4 6 4 1 6 0
split_gain=5.01714e+12 2.72569e+13 6.12911e+13 8.03248e+13 4.66553e+13 8.36032e+13 7.49958e+13 5.13848e+13 4.14074e+13 2.94748e+13 2.75704e+13 5.22443e+13 9.57881e+13 6.62228e+13 1.01446e+14 5.84319e+13 1.11888e+14 9.54682e+13 6.87078e+13 5.84779e+13 5.6312e+13 7.28102e+13 5.29027e+13 5.2122e+13 5.67529e+13 5.13016e+13 7.94409e+13 5.65586e+13 6.43093e+13 5.87614e+13
threshold=451.00000000000006 56.385857200000011 17.500000000000004 105.00500000000001 56.685611200000004 37.401708450000008 38.066230450000006 37.740454950000007 44.820000000000007 75.605000000000004 3.5000000000000004 75.000000000000014 80.030000000000015 37.631035900000008 37.618684050000006 55.60524465000001 55.768246800000007 79.015000000000015 55.595177750000005 55.743464250000009 3.5000000000000004 4.5000000000000009 37.401708450000008 168.45000000000002 19.500000000000004 101.02000000000002 26.500000000000004 37.682335600000009 91.02500000000002 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 7 -3 -6 -8 -1 12 13 14 15 18 19 20 -12 22 -18 -22 -17 24 -14 26 27 28 -26 -29
right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 11 -13 23 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=217.08717635218142 -49.557382428918324 -21281.3176779393 143443.29155363861 -102905.41936961206 -1733.8994925909119 -36621.531735818855 1325.9267754935809 -68726.648694802629 29981.133559879214 -71682.11628417969 -33025.013631924718 10234.480633349636 13836.930972863607 1222.1329177926279 -205378.71264523239 -217206.51990740743 61338.835079152967 -206145.87315340911 116729.38959441491 -244766.42403846156 -197229.60271739133 3077.3858920784887 -67710.943544514987 -94088.961836674542 91326.472567471603 8963.5859805030159 52148.361886760758 -56682.818232484082 -39584.465847407322 -176793.84596235797
leaf_weight=659448 3396489 1021 27 87 758 378 1852 294 901 57 88 7501 2663 437 39 27 114 22 47 26 23 86 192 53 44 570 93 157 255 55
leaf_count=659448 3396489 1021 27 87 758 378 1852 294 901 57 88 7501 2663 437 39 27 114 22 47 26 23 86 192 53 44 570 93 157 255 55
internal_value=0 248.512 -6844.31 -7603.05 -6027.06 5820.21 -13512.4 -31888.9 15490.5 -853.989 305.249 4959.3 -2968.8 -29008.9 -48905 -39141 -55190.2 -7404.93 19111.7 -102976 12201.8 -39189.2 -86141.9 4401.42 5761.86 -12554.9 -32862.2 -48333.7 -20320 -87843.7
internal_weight=0 677315 5375 5348 5261 2037 3224 1315 1659 1909 671940 12492 4991 1101 664 625 490 245 135 245 223 109 219 3890 3837 1174 604 511 299 212
internal_count=4073804 677315 5375 5348 5261 2037 3224 1315 1659 1909 671940 12492 4991 1101 664 625 490 245 135 245 223 109 219 3890 3837 1174 604 511 299 212
is_linear=0
shrinkage=0.1


Tree=1060
num_leaves=31
num_cat=0
split_feature=6 2 6 4 1 1 0 4 3 4 0 0 0 0 6 3 4 6 0 4 3 3 0 1 6 1 5 6 4 0
split_gain=5.11327e+12 3.28203e+13 3.22446e+13 6.68988e+13 6.23611e+13 1.02554e+14 9.82037e+13 2.11197e+14 9.75433e+13 1.15709e+14 1.75499e+14 2.05222e+14 1.16728e+14 9.5021e+13 1.20386e+14 1.46183e+14 1.0555e+14 1.04133e+14 9.15429e+13 8.97675e+13 1.43771e+14 8.6069e+13 1.07194e+14 9.6488e+13 8.0745e+13 7.9157e+13 7.11385e+13 6.6651e+13 6.22463e+13 5.6942e+13
threshold=112.00500000000001 2882.5000000000005 128.05000000000004 25.500000000000004 65.534455000000023 82.966990000000024 54.988402950000008 11.500000000000002 2.5000000000000004 9.5000000000000018 57.174562350000009 57.113979900000011 55.111813300000001 55.055052800000006 120.05000000000001 5.5000000000000009 15.500000000000002 122.65000000000002 55.050541250000002 24.500000000000004 18.500000000000004 10.500000000000002 55.039488700000007 82.941727000000014 125.02000000000002 61.511492200000006 3.5000000000000004 118.04500000000002 6.5000000000000009 54.947759400000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 24 18 -15 16 17 -16 21 20 -17 22 26 -24 -10 -3 -11 28 -27 -5
right_child=1 2 -4 29 5 -7 8 -9 9 13 -12 -13 -14 14 15 19 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=14.648058069301451 1742.539852889345 -9279.8566034740543 -71.187503543883153 197268.79259510871 18578.331164230534 -20037.252265366173 -20844.40024268534 251919.37034313727 31698.891047992653 -53826.041609127424 -140149.85719339622 120654.97223327638 -54809.400021972659 -2772.9980925611417 115607.86588040866 31763.588224029543 20063.438176081734 386979.92525201617 -59487.562438571069 -152723.22309782609 298158.85852272733 36475.139042792267 84740.345504173136 -45963.954778421343 181339.75787417765 45195.593426724139 21663.011569824219 -16259.696346473695 -112040.5906106839 31331.865263195505
leaf_weight=4005334 28415 10795 21546 23 162 1745 1124 51 706 568 53 280 160 575 26 256 26 31 341 23 22 415 161 87 38 29 160 256 191 205
leaf_count=4005334 28415 10795 21546 23 162 1745 1124 51 706 568 53 280 160 575 26 256 26 31 341 23 22 415 161 87 38 29 160 256 191 205
internal_value=0 -856.877 -2700.9 -5762.11 -6433.51 972.408 7935.72 74448.7 5131.44 12564.4 37879 45848.2 22677.9 927.849 26181.1 69536.9 187034 263196 -13054.8 37137.3 52845.2 -1671.89 -17892.2 38888.4 39341.8 -11039.6 -37235 -50948.7 -91314 48071.1
internal_weight=0 68470 40055 18509 18281 7010 5265 213 5052 3928 1237 1184 904 2691 959 384 83 57 1732 301 278 1391 976 248 744 11271 728 476 220 228
internal_count=4073804 68470 40055 18509 18281 7010 5265 213 5052 3928 1237 1184 904 2691 959 384 83 57 1732 301 278 1391 976 248 744 11271 728 476 220 228
is_linear=0
shrinkage=0.1


Tree=1061
num_leaves=31
num_cat=0
split_feature=1 1 0 5 4 6 7 0 1 0 0 6 1 3 6 4 4 1 4 7 1 0 6 6 3 0 4 4 0 6
split_gain=4.84668e+12 1.71865e+13 4.47224e+13 4.59322e+13 4.98352e+13 5.64251e+13 4.93953e+13 4.70102e+13 1.12446e+14 1.22454e+14 1.30803e+14 2.43493e+14 1.64389e+14 1.1954e+14 1.06165e+14 9.04236e+13 1.27443e+14 9.71811e+13 8.62668e+13 1.05636e+14 7.18164e+13 8.08078e+13 6.50683e+13 8.93847e+13 7.11078e+13 1.16902e+14 6.93384e+13 6.46779e+13 6.19408e+13 8.56114e+13
threshold=83.658467900000019 83.000013850000016 53.175387700000009 3.5000000000000004 3.5000000000000004 168.45000000000002 6.0000000000000009 55.029726000000004 83.00362155000002 54.810424650000009 54.86311005000001 99.050000000000011 83.086354900000018 1.5000000000000002 103.03500000000001 15.500000000000002 6.5000000000000009 83.007653300000015 9.5000000000000018 6.0000000000000009 83.025426800000005 55.02095400000001 74.615000000000009 66.010000000000005 4.5000000000000009 55.030407050000001 14.500000000000002 3.5000000000000004 55.034466500000008 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 -1 -3 7 5 -5 -6 8 -4 14 11 12 -11 20 -10 16 17 -15 28 22 21 -12 23 24 -20 -26 -25 -14 -9 -30
right_child=-2 2 3 4 6 -7 -8 18 9 10 13 -13 27 15 -16 -17 -18 -19 19 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=29.608599323643535 454.70948226081214 -41807.973415151035 -2453.6080629114053 1417.0429207938059 12099.631017174026 -118758.42882161459 77452.539160156259 43609.868504142345 -3677.6213238290934 -1265.9517894274295 -2536.3242831905718 267107.65475419204 -29638.468444133254 32345.297904197123 -71765.423851486747 -2693.3282516148761 10916.819172509855 -8339.1799661317891 -19340.354173685915 -2078.3576104612539 -16134.154902462244 35382.02993461697 -36960.883972052929 51451.331743949951 -22035.852331761416 5935.3418896614812 -48968.174944196428 51453.249417418541 10034.174775725041 -24477.486400948535
leaf_weight=3601077 221656 266 87978 112 2617 60 121 455 17728 1524 7585 41 106 651 232 9458 31181 5983 6012 59003 3956 607 955 379 2347 4112 84 1364 5323 831
leaf_count=3601077 221656 266 87978 112 2617 60 121 455 17728 1524 7585 41 106 651 232 9458 31181 5983 6012 59003 3956 607 955 379 2347 4112 84 1364 5323 831
internal_value=0 -26.1644 -826.109 -782.644 11707.8 -40504.6 14987.8 -929.267 16.9374 2719.8 4812.38 25061.8 21747.2 3778.12 -4557.15 6051.81 8239.08 -4346.78 -2933.46 -3925.35 -5069.79 273.3 -11771.7 -9911.82 -11513.6 -4228.52 33232.7 45605.8 8006.3 5373.92
internal_weight=0 3.85215e+06 251071 250805 2910 172 2738 247895 168394 80416 62456 3035 2994 59421 17960 47273 37815 6634 79501 72892 12148 8192 13889 12934 12471 6459 463 1470 6609 6154
internal_count=4073804 3852148 251071 250805 2910 172 2738 247895 168394 80416 62456 3035 2994 59421 17960 47273 37815 6634 79501 72892 12148 8192 13889 12934 12471 6459 463 1470 6609 6154
is_linear=0
shrinkage=0.1


Tree=1062
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 4 1 4 5 2 4 6 6 3 4 5 4 4 0 5 6 3 6 3 6 4 1 5 0 7
split_gain=4.9632e+12 7.64286e+13 1.57376e+14 1.75747e+14 1.22774e+14 6.72147e+13 6.47015e+13 1.19375e+14 1.1428e+14 1.12876e+14 1.13058e+14 1.19787e+14 1.09344e+14 7.01218e+13 6.44001e+13 6.42976e+13 6.37168e+13 1.22928e+14 2.30993e+14 1.6499e+14 3.00052e+14 2.32176e+14 1.33802e+14 8.6494e+13 9.58313e+13 7.7833e+13 8.73047e+13 8.62527e+13 8.66684e+13 7.59377e+13
threshold=43.56803845000001 42.186961750000002 44.249882500000005 43.472751400000007 6.0000000000000009 8.5000000000000018 45.71452080000001 9.5000000000000018 3.5000000000000004 8299.5000000000018 18.500000000000004 59.505000000000003 168.45000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 8.5000000000000018 5.5000000000000009 56.309668500000008 1.5000000000000002 59.815000000000005 3.5000000000000004 37.005000000000003 2.5000000000000004 61.805000000000007 7.5000000000000009 43.997056950000008 2.5000000000000004 56.324067350000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 9 10 11 -9 13 -13 -2 -4 17 -16 29 20 22 -22 -20 -21 -25 27 -27 28 -26 -19
right_child=6 2 15 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18 18 19 23 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-33.84824647708718 -5235.2114314726259 -55185.726467638131 -12307.217454179878 1914.350991698456 107722.50431271114 -149954.57092581777 -35.000892080795175 7565.4907500763948 -20593.344775276084 -10000.76997655887 -2118.9850342587652 -12461.125037334359 226037.45234375002 22849.867528770781 1795.4801022922329 -44071.244794242906 -2537.0440019114785 14269.419493344209 -9703.6031743940148 -17437.496451822917 153975.61672297298 564200.79346590908 105396.47610079407 -12069.999720639089 91299.434023585462 -42185.717461718756 124461.2414341518 51416.812634367321 244790.77411151963 -14361.379548568359
leaf_weight=2023178 17301 249 11123 18882 37 107 1893042 18449 1462 3227 6715 599 26 9200 39310 676 24378 2556 151 318 37 22 305 244 132 125 42 407 51 1453
leaf_count=2023178 17301 249 11123 18882 37 107 1893042 18449 1462 3227 6715 599 26 9200 39310 676 24378 2556 151 318 37 22 305 244 132 125 42 407 51 1453
internal_value=0 -109.441 -5031.19 536.764 -65650.5 -83669.6 111.322 2300.83 6845.06 7894.75 9545.24 12315.5 21234.8 20691.4 224.342 -14127.1 1582.81 3807.11 17340.8 46737.5 94738.2 306941 67282.2 27995.8 42429.1 59995.6 -274.506 77055.1 134076 3892.63
internal_weight=0 2.05425e+06 31074 19275 393 356 2.01955e+06 126510 39678 38216 34989 28274 9825 9799 86832 11799 69531 45153 5843 1834 515 59 456 1319 1001 757 167 590 183 4009
internal_count=4073804 2054252 31074 19275 393 356 2019552 126510 39678 38216 34989 28274 9825 9799 86832 11799 69531 45153 5843 1834 515 59 456 1319 1001 757 167 590 183 4009
is_linear=0
shrinkage=0.1


Tree=1063
num_leaves=31
num_cat=0
split_feature=4 4 6 5 0 3 1 1 6 0 1 0 2 6 1 1 1 6 6 5 1 3 6 6 3 6 0 6 1 1
split_gain=5.54293e+12 3.43302e+13 1.3947e+14 1.06969e+14 7.83627e+13 1.27417e+14 1.07204e+14 1.24084e+14 9.17932e+13 1.29633e+14 1.77281e+14 1.03289e+14 7.08646e+13 8.32273e+13 6.97874e+13 1.84508e+14 8.96505e+13 5.95998e+13 5.93124e+13 5.57993e+13 1.45652e+14 5.3732e+13 5.09136e+13 6.4125e+13 4.94633e+13 7.05489e+13 7.75229e+13 7.38482e+13 4.6823e+13 5.81169e+13
threshold=3.5000000000000004 4.5000000000000009 46.420000000000009 1.5000000000000002 56.818587550000011 2.5000000000000004 63.728898350000001 65.64204770000002 87.015000000000015 45.029425500000009 37.331232350000008 47.222459950000008 1250.5000000000002 120.05000000000001 39.105193450000009 39.703507450000011 37.755233900000007 67.445000000000007 104.01000000000001 2.5000000000000004 30.410676000000006 3.5000000000000004 128.05000000000004 103.03500000000001 3.5000000000000004 100.05000000000001 44.685196900000008 91.02500000000002 39.231261550000006 82.981285100000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 28 10 -10 18 13 -13 16 -16 -12 -6 -11 20 22 -20 23 -19 -18 26 27 -26 -7 -30
right_child=1 -3 4 -5 6 8 7 -9 9 11 14 12 -14 -15 15 -17 24 19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=470.22375548703661 -1686.5682376749894 25.336704943984742 5449.736500476859 -10127.568928955414 12151.644331451314 3340.0575198670726 61687.112982049075 1412.9283282502647 226145.88859797298 -38678.594545572916 -71374.983600260428 -75704.444885135395 -12566.43859236989 18626.739883700284 -237019.57699652782 -3479.3802724365669 18631.82794921875 -37430.684610656739 -142684.49250687895 3685.0211813872515 25667.882642773064 -34768.624631911058 119064.87237304688 -177078.61314338236 92082.836570581901 19030.393034957626 -12087.029609375 303975.78750000003 -10723.552545522412 5482.8502427071771
leaf_weight=236154 39076 3715317 20306 24380 6695 7797 759 621 37 225 60 412 1723 121 36 561 130 1000 159 5685 521 65 20 34 29 59 20 38 8809 2955
leaf_count=236154 39076 3715317 20306 24380 6695 7797 759 621 37 225 60 412 1723 121 36 561 130 1000 159 5685 521 65 20 34 29 59 20 38 8809 2955
internal_value=0 -28.9357 -1677.22 -4929.63 1828.14 -336.918 7975.58 34563.7 -5393.89 -19894.7 11469 -31141.5 -22423.9 -54289.7 2955.56 -17562.2 39411.2 5346.29 -74943.2 -929.442 -17585.5 -111370 -38965.9 -42022.6 63495.2 103442 160687 212261 -2669.57 -6652.67
internal_weight=0 3.83765e+06 122333 63456 58877 43542 15335 1380 23236 3675 970 2705 2256 533 933 597 336 13955 449 7260 1575 224 1054 1034 276 146 87 67 19561 11764
internal_count=4073804 3837650 122333 63456 58877 43542 15335 1380 23236 3675 970 2705 2256 533 933 597 336 13955 449 7260 1575 224 1054 1034 276 146 87 67 19561 11764
is_linear=0
shrinkage=0.1


Tree=1064
num_leaves=31
num_cat=0
split_feature=4 6 5 2 1 1 0 0 7 0 0 6 4 2 7 1 2 1 1 1 0 0 4 4 4 4 4 3 4 4
split_gain=5.31204e+12 4.2043e+13 8.44929e+13 1.22541e+14 1.3484e+14 1.6464e+14 1.94927e+14 1.86362e+14 1.28914e+14 1.12294e+14 1.37504e+14 1.70288e+14 9.89451e+13 1.80859e+14 1.21745e+14 1.97016e+14 9.77039e+13 1.07852e+14 8.94232e+13 8.25925e+13 7.96615e+13 1.5413e+14 1.15649e+14 9.86065e+13 7.94357e+13 7.76775e+13 8.5048e+13 7.26547e+13 9.49527e+13 1.80918e+14
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 2875.5000000000005 30.205407000000005 30.242318500000007 59.963561900000009 60.002985000000002 6.0000000000000009 59.939085000000013 59.990753350000013 83.820000000000007 24.500000000000004 2865.5000000000005 6.0000000000000009 30.303340300000002 2911.0000000000005 82.948524700000021 30.425503950000003 47.386825600000002 56.802121050000004 56.858606850000008 32.500000000000007 30.500000000000004 14.500000000000002 23.500000000000004 22.500000000000004 7.5000000000000009 17.500000000000004 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 4 -3 9 12 18 16 24 11 27 14 -14 -7 -16 -5 -18 -8 -10 -21 22 23 25 -6 26 -22 -11 29 -29
right_child=1 2 -4 8 5 6 7 -9 19 10 -12 -13 13 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=88.365052898625905 92.194877634929924 -58823.169363201938 -476.51267613997356 -59114.528166490316 30211.935037446361 -847.95137320916456 -54676.619902229533 -3731.341666546366 -25009.006679466511 110683.64986213237 15933.744167108052 42839.595915736609 -22986.391057874425 99828.306082976807 -134958.00997488838 19453.772148830245 -12437.096710455706 -45086.945064661268 -167867.13128083883 -2337.4076264104415 58384.660335713044 -10753.903508397214 -18537.015854753769 161363.10080991974 -90284.613409629572 3850.9651907687717 182513.37351590011 401344.08229166665 428213.60877130687 50641.059292763159
leaf_weight=2547999 1262436 394 217705 539 142 15212 855 1150 1160 68 295 175 2479 126 84 5069 10554 1119 76 4555 248 663 168 109 89 180 71 24 22 38
leaf_count=2547999 1262436 394 217705 539 142 15212 855 1150 1160 68 295 175 2479 126 84 5069 10554 1119 76 4555 248 663 168 109 89 180 71 24 22 38
internal_value=0 -147.564 -1296.83 -5207.71 -762.304 120.802 -1350.31 -30657.1 -11244.3 43324.7 65436 110094 1304.78 -17046 3652.13 16936.7 -17489 -15567 -63916.7 -584.54 4142.25 24652.9 54903.8 75196.7 -16213.1 56374.8 86012.1 187525 249730 186397
internal_weight=0 1.5258e+06 263369 45664 26298 25904 25051 2081 19366 853 622 327 22970 2605 20365 5153 12212 11673 931 7154 5994 1439 776 608 231 499 319 152 84 62
internal_count=4073804 1525805 263369 45664 26298 25904 25051 2081 19366 853 622 327 22970 2605 20365 5153 12212 11673 931 7154 5994 1439 776 608 231 499 319 152 84 62
is_linear=0
shrinkage=0.1


Tree=1065
num_leaves=31
num_cat=0
split_feature=6 6 6 1 2 4 2 0 0 4 0 1 0 4 4 4 4 6 7 0 0 1 3 0 1 0 4 1 1 6
split_gain=4.97958e+12 3.06906e+13 5.62454e+13 6.99909e+13 1.52739e+14 8.34512e+13 7.48812e+13 6.71919e+13 3.88659e+13 3.7449e+13 3.64533e+13 4.58402e+13 4.45337e+13 3.62678e+13 8.43001e+13 3.45218e+13 3.90636e+13 3.68615e+13 3.4166e+13 3.09527e+13 5.49814e+13 6.26193e+13 4.04943e+13 4.38618e+13 7.20971e+13 5.39308e+13 4.76763e+13 3.8087e+13 3.6018e+13 1.00658e+14
threshold=55.405000000000008 49.010000000000012 47.005000000000003 37.978059650000013 5444.0000000000009 5.5000000000000009 75.000000000000014 55.79439725000001 55.81943720000001 8.5000000000000018 55.775215600000003 37.729575300000008 55.737027400000009 30.500000000000004 33.500000000000007 16.500000000000004 11.500000000000002 48.945000000000007 6.0000000000000009 59.864072000000007 59.856552950000008 30.509101000000005 20.500000000000004 59.990753350000013 30.624707450000006 59.905532300000012 4.5000000000000009 30.370944000000005 30.370944000000005 36.280000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 9 6 8 13 10 -5 11 12 -4 -7 -15 16 17 -6 -18 20 -1 27 23 24 26 -26 -21 -22 29 -28
right_child=-2 -3 3 4 15 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 18 -19 -20 22 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-172.56169146170919 137.11275040381781 -892.2994305023044 -45894.24306945764 4106.2923942869456 -571.63901928150017 1798.5914797956987 8674.2414095350578 -11121.026427164461 -156649.20225694447 9253.4239789978274 26450.305555280858 59858.404270833336 -167951.96814903847 -62008.354684115089 70282.657165727462 8433.0115860187543 -14047.644853860867 7025.375236903923 10374.767596231803 21266.128215632183 -10544.833054076204 -33981.569112263256 -6593.0712135683198 78.429473729239035 -47069.782411306143 -4657.0470691689843 -1954.0690263136146 6009.1106731899235 1337.9081768694668 10577.565610796368
leaf_weight=1741640 1605109 398905 128 27760 72700 8250 6753 11553 27 28801 79 30 39 229 61 4679 3397 7002 689 1578 4515 872 6236 79467 462 854 9795 2008 31641 18545
leaf_count=1741640 1605109 398905 128 27760 72700 8250 6753 11553 27 28801 79 30 39 229 61 4679 3397 7002 689 1578 4515 872 6236 79467 462 854 9795 2008 31641 18545
internal_value=0 -89.1487 65.6404 1796.24 2668.58 -2863.72 6492.11 -6149.18 -42141.2 6727.22 -30939.4 -53953.5 -74398.7 576.781 -34181.6 73.6992 -393.113 95.7758 -9929.43 -91.383 -209.096 -8813.46 1294.31 1639.86 3613.33 -19546.6 4108.44 -5448.97 3657.05 6246.32
internal_weight=0 2.4687e+06 2.06979e+06 172177 145028 27149 7056 20093 303 56561 276 197 167 8540 290 88467 83788 79702 4086 1.89761e+06 1.74904e+06 7395 148578 142342 62875 1316 61559 6523 59981 28340
internal_count=4073804 2468695 2069790 172177 145028 27149 7056 20093 303 56561 276 197 167 8540 290 88467 83788 79702 4086 1897613 1749035 7395 148578 142342 62875 1316 61559 6523 59981 28340
is_linear=0
shrinkage=0.1


Tree=1066
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 0 6 6 1 6 0 5 1 0 0 6 0 1 7 1 4 4 4 0 4 1 0 1 7 1
split_gain=4.57612e+12 2.61535e+13 1.01668e+14 6.76571e+13 1.31588e+14 2.33115e+14 9.58815e+13 6.28344e+13 5.9718e+13 4.44449e+13 3.78938e+13 3.78329e+13 6.48094e+13 3.89971e+13 5.31937e+13 3.82871e+13 3.67533e+13 3.41382e+13 5.49309e+13 4.58423e+13 3.33858e+13 5.49169e+13 4.27551e+13 3.28298e+13 3.25985e+13 3.08763e+13 3.05622e+13 1.13236e+14 9.23722e+13 2.70442e+14
threshold=451.00000000000006 36.865631950000008 10.500000000000002 55.696737300000009 55.876067900000002 56.309668500000008 42.405000000000008 64.015000000000015 36.593086150000012 61.425000000000004 55.390026600000006 2.5000000000000004 36.049731800000011 56.324067350000007 55.702806750000008 72.50500000000001 55.702806750000008 36.593086150000012 6.0000000000000009 36.049731800000011 24.500000000000004 17.500000000000004 21.500000000000004 55.737027400000009 9.5000000000000018 36.555998300000006 55.462387050000011 38.011626600000007 6.0000000000000009 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 16 6 -6 9 -8 10 -1 12 -9 14 15 -14 -5 18 24 -20 21 -4 -23 -16 -13 -22 27 28 -3 -30
right_child=-2 26 3 4 5 -7 8 11 -10 -11 -12 17 13 -15 23 -17 -18 -19 19 -21 25 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8349.4376275399118 -47.329159199685911 -4292.6937532366637 24387.424977556864 -132058.39427455358 15622.151549682618 -19841.040488149876 297388.59884868423 78156.895592948713 136649.75081021583 20874.691601138285 -7176.1152949414463 -34811.683845887121 -59398.996696606024 -122043.29204622396 13537.098272125913 -193480.81260340076 -26637.828909952801 -5572.2930266171616 134194.14674107145 -28842.137879136033 98398.763371394234 125522.1862154447 43262.413117478653 -54730.502996363146 -135112.4669117647 -16673.947000743225 564.08462399274674 3010.0879425295934 -35625.833391846114 141095.87401270604
leaf_weight=1839 3396489 33536 1008 35 40 223 38 39 59 705 10831 690 57 75 137 34 600 1444 35 34 26 104 161 145 34 226 595307 27973 1789 91
leaf_count=1839 3396489 33536 1008 35 40 223 38 39 59 705 10831 690 57 75 137 34 600 1444 35 34 26 104 161 145 34 226 595307 27973 1789 91
internal_value=0 237.339 -3458.68 15218.6 -5066.64 43231.8 145898 -6382.25 199620 -3562.86 -4922.64 -20225.7 -45483.7 -56247 -43017.2 -109495 -32448.4 -14726.9 -31396.9 53857.4 28453.9 35037 75545.5 -21565 -39521.9 -4801.37 341.812 -1745.63 -5501.88 -27071.8
internal_weight=0 677315 18619 2520 995 360 137 16099 97 13375 12670 2724 487 448 373 91 635 2237 793 69 1525 1273 265 282 724 252 658696 63389 35416 1880
internal_count=4073804 677315 18619 2520 995 360 137 16099 97 13375 12670 2724 487 448 373 91 635 2237 793 69 1525 1273 265 282 724 252 658696 63389 35416 1880
is_linear=0
shrinkage=0.1


Tree=1067
num_leaves=31
num_cat=0
split_feature=2 3 4 4 7 6 5 3 1 6 1 0 1 6 0 0 1 0 4 4 1 6 1 6 4 1 6 0 0 1
split_gain=5.71387e+12 2.91264e+13 6.67032e+13 6.41763e+13 1.10139e+14 6.73647e+13 7.05438e+13 5.15143e+13 4.88822e+13 4.69728e+13 5.2809e+13 9.37825e+13 1.77168e+14 7.15574e+13 6.73645e+13 6.47416e+13 9.44898e+13 9.26401e+13 1.03521e+14 6.09379e+13 5.99597e+13 5.36197e+13 4.63611e+13 4.56851e+13 4.56363e+13 7.48993e+13 5.95536e+13 4.7776e+13 2.43972e+14 7.57538e+13
threshold=36.000000000000007 16.500000000000004 17.500000000000004 24.500000000000004 6.0000000000000009 74.615000000000009 2.5000000000000004 22.500000000000004 37.755233900000007 34.905000000000008 37.543519500000009 55.702806750000008 37.631035900000008 59.025000000000013 55.685785750000008 55.710673100000008 37.401708450000008 55.749683450000006 23.500000000000004 22.500000000000004 37.46219940000001 38.205000000000005 37.924401400000008 39.810000000000009 20.500000000000004 37.729575300000008 67.00500000000001 55.753967500000009 55.806294650000005 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 -6 15 12 13 -12 -14 16 -11 19 -19 20 -17 -13 -4 -20 26 27 -23 -26 29 -29
right_child=-2 2 3 -5 5 6 7 -9 -10 10 11 21 14 -15 -16 17 -18 18 23 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-795.61323059593269 32.811500344223383 -14743.55206886511 -4772.8257281882279 -427.75686471992572 -18002.199438028223 88696.480636738997 29740.369177378423 -38883.816008176647 55494.980975762737 22948.276669463943 70557.605230432921 27348.324796823901 -31418.242593994146 200694.18649796199 149294.56739130436 88234.647078310212 -27371.476800134682 2994.0447711411343 -63740.473499177635 -22509.726282051284 239471.43103027344 1187.0967535755624 -125639.13258972169 47750.82229862758 -838.92964224938123 28819.689002765252 98199.905504728624 -224506.71044207318 -20561.655099090891 -69290.921707452508
leaf_weight=255834 3783399 2154 3837 18509 599 193 1499 118 232 901 109 430 200 69 23 145 637 1302 38 39 32 378 32 1120 505 291 76 82 970 51
leaf_count=255834 3783399 2154 3837 18509 599 193 1499 118 232 901 109 430 200 69 23 145 637 1302 38 39 32 378 32 1120 505 291 76 82 970 51
internal_value=0 -427.469 2296.89 3429.17 8562.04 14086.5 31553 24732.5 10244.7 8931.96 11112.8 1392.96 46605.5 121004 -12779.7 18456.8 2107.13 27853.6 22340.3 90644.6 115577 -5121.68 -5772.5 44092.2 -11055.4 -17864.8 17427.1 -26313.3 -37976.6 -164988
internal_weight=0 290405 34571 32417 13908 10039 1810 1617 8229 7997 7398 3184 401 178 223 4214 1538 2676 2460 216 177 2783 3869 1158 2353 1899 454 1608 1103 133
internal_count=4073804 290405 34571 32417 13908 10039 1810 1617 8229 7997 7398 3184 401 178 223 4214 1538 2676 2460 216 177 2783 3869 1158 2353 1899 454 1608 1103 133
is_linear=0
shrinkage=0.1


Tree=1068
num_leaves=31
num_cat=0
split_feature=3 4 6 1 3 6 0 1 0 3 1 1 6 6 2 6 0 0 6 1 0 0 0 0 0 1 0 1 1 6
split_gain=4.77497e+12 3.76683e+13 5.01637e+13 8.3376e+13 7.95603e+13 8.0354e+13 6.70446e+13 6.59955e+13 6.0907e+13 5.80113e+13 6.24277e+13 5.91634e+13 1.04985e+14 6.07944e+13 6.7492e+13 1.54653e+14 7.24494e+13 1.74103e+14 9.70806e+13 5.60483e+13 6.12097e+13 5.66824e+13 6.84075e+13 4.85144e+13 4.5994e+13 5.24366e+13 4.25506e+13 4.31428e+13 4.82569e+13 4.75782e+13
threshold=4.5000000000000009 6.5000000000000009 142.05000000000004 36.049731800000011 5.5000000000000009 168.45000000000002 55.554045200000012 49.230435000000007 56.838524800000009 5.5000000000000009 20.507515800000004 61.335446300000008 134.05000000000004 40.610000000000007 2599.0000000000005 72.50500000000001 55.910578700000009 56.148747500000006 78.605000000000004 49.147669400000005 55.043091000000011 56.385857200000011 56.309668500000008 54.86311005000001 55.812023600000011 37.331232350000008 59.882709350000006 30.370944000000005 30.330566300000005 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 5 8 -6 -8 -5 10 -2 13 -13 -11 15 -15 18 -18 -17 21 23 22 -7 -21 25 -20 -4 28 29 -28
right_child=1 -3 3 4 6 19 7 -9 -10 11 -12 12 -14 14 -16 16 17 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=114.64490600981918 -40230.430011518998 36.208194620784589 108267.47681408899 -53943.272610271 67629.773720366386 -41434.483269708813 20820.072420058143 -186172.4273030599 -161408.23539459746 596.71333440465639 -734.24811734806929 7882.1538785345083 233130.36037713915 -18407.46528722678 -19170.846829966558 145962.05933948865 318337.5425091912 -12178.546588541667 114489.02865483711 19306.369076344938 55545.237296629493 -176688.02622767858 118353.43103448277 -98871.344909274194 -99210.973420061389 -17138.264273897057 64274.604010416675 -98885.029244791673 92474.148859797308 -72242.981762281517
leaf_weight=1920388 401 1940754 59 497 145 352 43 24 59 3409 198278 1411 21 628 6454 66 34 30 47 79 178 28 29 62 35 85 45 30 74 59
leaf_count=1920388 401 1940754 59 497 145 352 43 24 59 3409 198278 1411 21 628 6454 66 34 30 47 79 178 28 29 62 35 85 45 30 74 59
internal_value=0 -102.239 -1365.71 -18163.8 -27351.1 -36721.7 29403 -53326.5 -65346.9 -1225.28 -813.964 -7912.72 11185.4 -10447.8 -15550.2 9711.97 69169.9 163408 43284.7 -14859.5 16558.7 -39364.2 -29272.1 -32658.3 2705.68 29729 33312.1 12050.8 30747.8 -13172.9
internal_weight=0 2.15342e+06 212662 1763 1496 1284 212 67 556 210899 198679 12220 1432 10788 7379 925 297 64 233 728 319 409 381 141 167 132 267 208 178 104
internal_count=4073804 2153416 212662 1763 1496 1284 212 67 556 210899 198679 12220 1432 10788 7379 925 297 64 233 728 319 409 381 141 167 132 267 208 178 104
is_linear=0
shrinkage=0.1


Tree=1069
num_leaves=31
num_cat=0
split_feature=4 6 5 4 7 1 1 1 1 1 0 1 1 0 1 0 0 6 2 3 4 2 3 6 1 0 6 5 2 0
split_gain=4.95383e+12 3.63632e+13 8.60503e+13 1.27939e+14 3.62296e+14 2.34541e+14 9.09461e+13 6.96244e+13 1.06519e+14 9.17269e+13 8.26234e+13 6.48756e+13 6.35906e+13 9.28464e+13 1.03432e+14 1.00986e+14 8.88205e+13 8.4387e+13 8.31429e+13 7.8042e+13 7.76558e+13 8.6349e+13 6.63319e+13 6.29432e+13 6.43648e+13 8.40518e+13 5.96941e+13 6.12367e+13 5.79876e+13 5.73756e+13
threshold=10.500000000000002 72.020000000000024 2.5000000000000004 12.500000000000002 6.0000000000000009 30.438492500000006 30.330566300000005 82.92647190000001 37.503969450000007 37.442254400000003 47.139841100000005 82.941727000000014 37.631035900000008 55.702806750000008 37.563506350000004 55.749683450000006 55.554045200000012 65.805000000000021 1250.5000000000002 20.500000000000004 20.500000000000004 75.000000000000014 13.500000000000002 61.805000000000007 37.475446350000006 55.595177750000005 52.990000000000002 3.5000000000000004 75.000000000000014 60.05226170000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 26 -10 -9 13 16 15 -15 17 -12 -14 -16 22 -22 -18 24 25 -11 -5 -28 -17 -4
right_child=1 -3 3 7 5 -7 -8 11 10 23 12 -13 18 14 19 28 20 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=85.333618993985894 -88.908601767424045 -1139.1927905266145 -12995.525436042888 -13416.797106556525 57539.41026331891 14011.222445638443 145779.82451793324 53488.890686161751 17362.928069041776 69025.689218374406 -60430.664574923045 13657.351595755208 10541.389932843282 -199066.27865306716 -67758.660840302226 -10675.062036223124 27680.945166330646 15184.849329695862 -2603.9599625672281 94710.3090068202 61014.686684718276 251585.11939655175 -104854.96086482558 23691.460856957128 37349.38768101138 226798.49613281252 12714.337940857336 -61023.177049496306 79598.568078926299 49100.619925674546
leaf_weight=2547999 1172854 295224 10205 1040 249 1061 220 446 2943 104 269 4917 6908 27 639 811 310 327 15854 31 132 29 43 1193 239 50 9337 114 78 151
leaf_count=2547999 1172854 295224 10205 1040 249 1061 220 446 2943 104 269 4917 6908 27 639 811 310 327 15854 31 132 29 43 1193 239 50 9337 114 78 151
internal_value=0 -142.502 96.6105 3865.85 -5379.47 40042.3 98931.5 6263.05 4844.48 12711.2 1499.33 16969.8 -334.542 -14856.6 -30381.7 -8541.02 7325.98 -18943.6 1385.5 -60241.4 37786.5 95341 11536.3 35125.5 69834.9 120251 9322.63 11824.9 -2754.54 -12090.1
internal_weight=0 1.5258e+06 1.23058e+06 57727 11886 1530 469 45841 40478 12077 28401 5363 25458 2696 1586 916 1110 596 22762 670 514 161 353 1586 393 154 10491 9451 889 10356
internal_count=4073804 1525805 1230581 57727 11886 1530 469 45841 40478 12077 28401 5363 25458 2696 1586 916 1110 596 22762 670 514 161 353 1586 393 154 10491 9451 889 10356
is_linear=0
shrinkage=0.1


Tree=1070
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 4 1 0 5 4 4 1 4 6 0 4 4 4 1 1 4 6 6 1 4 6 4 0 1
split_gain=4.6973e+12 3.5386e+13 8.03123e+13 1.35384e+14 2.25236e+14 1.63794e+14 1.6226e+14 1.02366e+14 1.02483e+14 8.87417e+13 7.66008e+13 9.64794e+13 9.55769e+13 7.63444e+13 7.39442e+13 7.10598e+13 2.96169e+14 7.11875e+13 6.91247e+13 6.46935e+13 4.57536e+14 2.56665e+14 6.15465e+13 6.05542e+13 6.0462e+13 6.15087e+13 6.82583e+13 6.82742e+13 9.98142e+13 7.8368e+13
threshold=45.085557650000005 46.323575350000006 39.01296365000001 45.125532050000011 45.109778000000006 38.948208550000011 9.5000000000000018 38.97264950000001 45.097384400000003 3.5000000000000004 6.5000000000000009 5.5000000000000009 38.927872750000006 12.500000000000002 168.45000000000002 45.125532050000011 10.500000000000002 13.500000000000002 11.500000000000002 39.652459050000012 39.625203600000013 3.5000000000000004 67.445000000000007 101.02000000000002 33.882313700000005 19.500000000000004 76.605000000000004 7.5000000000000009 45.177967300000006 39.004719500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 18 11 -2 23 -12 -6 -4 19 -18 -10 20 -17 -22 -23 -13 -5 26 27 28 -26 -29
right_child=1 -3 15 24 5 -7 -8 8 9 -11 13 12 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=287.35060103203239 -11011.89336887613 12.621449912471782 -9434.4393388931276 35698.737566840944 42692.42148142009 -897.66916741421574 -27137.301949136221 407.99292495229133 30132.161753814285 110376.62163342927 9792.3643346489116 -73100.397693008257 -8878.6412553929567 -9273.4644178935832 184979.6461016681 -2983.067403242223 145807.27119750978 37918.3219356318 7312.624885396217 -9165.5762158314992 -3221.9774251302083 209782.75429322431 400898.55000000005 -202867.53560546876 7534.3557399066549 33555.720671853058 -29992.860946644028 -18907.375175136749 -11308.965139941512 26639.521714329076
leaf_weight=499177 2003 3476901 21007 328 2836 1816 355 20007 1776 95 3194 356 268 6133 37 2532 64 1377 5256 9419 66 107 20 40 5455 356 1357 5259 5800 407
leaf_count=499177 2003 3476901 21007 328 2836 1816 355 20007 1776 95 3194 356 268 6133 37 2532 64 1377 5256 9419 66 107 20 40 5455 356 1357 5259 5800 407
internal_value=0 -40.1269 -1916.81 205.172 3239.21 23127.7 36643.8 675.38 4076.01 14372.9 -7017.85 -21962.8 -54996.9 -2744.44 44524.9 -5789.65 -153.583 42710.1 13075.9 -5239.76 8329.89 156747 239880 -86208.2 -6862.62 -7611.79 -8413.61 -6683.04 -2176.11 -15635.7
internal_weight=0 3.57463e+06 97726 63134 44172 5044 3228 39128 27134 7127 11994 2667 664 9327 2873 34592 13585 1441 7032 12144 2725 193 127 396 18962 18634 18278 16921 11255 5666
internal_count=4073804 3574627 97726 63134 44172 5044 3228 39128 27134 7127 11994 2667 664 9327 2873 34592 13585 1441 7032 12144 2725 193 127 396 18962 18634 18278 16921 11255 5666
is_linear=0
shrinkage=0.1


Tree=1071
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 0 3 2 5 6 1 4 4 1 6 4 1 4 5 1 4 3 6 7 4 4 1 1 0 6
split_gain=4.72417e+12 2.8009e+13 1.79155e+14 6.7111e+13 6.54955e+13 5.4788e+13 7.56541e+13 7.24736e+13 6.84903e+13 7.62856e+13 5.68285e+13 7.39149e+13 1.08699e+14 1.22125e+14 7.33967e+13 7.30479e+13 5.54631e+13 1.47971e+14 5.65623e+13 5.68957e+13 1.89174e+14 1.4163e+14 7.48157e+13 6.42779e+13 9.35908e+13 1.48605e+14 5.98352e+13 1.60685e+14 3.969e+14 1.85667e+14
threshold=44.895258050000002 37.780517050000007 38.066230450000006 73.00500000000001 86.030000000000015 44.046956350000009 6.5000000000000009 11703.500000000002 2.5000000000000004 59.815000000000005 39.625203600000013 5.5000000000000009 8.5000000000000018 39.596303450000001 42.875000000000007 16.500000000000004 39.652459050000012 12.500000000000002 2.5000000000000004 39.703507450000011 15.500000000000002 7.5000000000000009 32.805000000000007 6.0000000000000009 10.500000000000002 8.5000000000000018 39.939672500000007 40.965343750000009 43.687280500000007 41.990000000000002
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 -1 -5 10 7 8 9 -7 11 -4 13 -13 -15 -14 17 -12 19 20 21 23 -22 -18 25 -25 -21 28 -28 -30
right_child=-2 2 5 4 -6 6 -8 -9 -10 -11 16 12 15 14 -16 -17 18 -19 -20 26 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1217.9294300485253 25.009573751798314 11603.580084642761 814.65600361092652 -23579.29898775481 -1979.8638957671408 -3677.9151311026662 -17135.031542926605 11034.68715764652 -12461.882695038308 13448.703044231426 -57845.352467704273 61206.177406053423 10568.52331991119 107935.43656250002 372624.83121448866 181081.13028846157 4036.96104626751 52386.227781565598 3889.8866575445304 -5463.5258814922736 31531.934699707032 70851.95774195937 -77700.938642441324 58065.607273204289 -29030.182364004631 307731.83006465522 12963.651265304197 -1386.1098623983407 64054.3845003858 276871.90771837352
leaf_weight=40467 3865320 12605 1493 2835 2781 19714 3987 3509 7461 2996 473 231 746 20 22 26 1749 164 29243 27891 80 488 290 134 81 29 3909 44896 81 83
leaf_count=40467 3865320 12605 1493 2835 2781 19714 3987 3509 7461 2996 473 231 746 20 22 26 1749 164 29243 27891 80 488 290 134 81 29 3909 44896 81 83
internal_value=0 -463.681 153.751 -2639.57 -12883.4 -809.727 -4109.4 -2567.44 -4149.42 -1418.5 298.718 15092 35490.2 89725.6 246582 16311.2 -43.8777 -29465.5 128.136 -1251.91 12619.9 22567.5 -54083 10744.7 58826.1 102485 -1766.46 339.253 19357.6 171761
internal_weight=0 208484 162401 46083 5616 149796 37667 33680 30171 22710 112129 2538 1045 273 42 772 109591 637 108954 79711 2851 2481 370 1993 244 163 76860 48969 4073 164
internal_count=4073804 208484 162401 46083 5616 149796 37667 33680 30171 22710 112129 2538 1045 273 42 772 109591 637 108954 79711 2851 2481 370 1993 244 163 76860 48969 4073 164
is_linear=0
shrinkage=0.1


Tree=1072
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 4 7 3 1 6 0 0 6 3 5 5 4 4 0 4 1 6 6 4 3 4 6 0 1 6
split_gain=5.11183e+12 5.17482e+13 8.3239e+13 9.4723e+13 5.18013e+13 6.09705e+13 5.04309e+13 4.21004e+13 4.50211e+13 5.5559e+13 1.02132e+14 1.20129e+14 1.06656e+14 9.15786e+13 7.71346e+13 3.98293e+13 4.18143e+13 7.94786e+13 5.20895e+13 7.37706e+13 5.08062e+13 4.14934e+13 4.89068e+13 4.02302e+13 1.11775e+14 6.50252e+13 6.93951e+13 6.72005e+13 6.72982e+13 6.87697e+13
threshold=47.234875100000004 47.222459950000008 39.703507450000011 41.005000000000003 39.763755750000009 7.5000000000000009 6.0000000000000009 14.500000000000002 39.018051150000005 156.15000000000003 45.015054600000006 45.022979600000006 189.00000000000003 20.500000000000004 3.5000000000000004 3.5000000000000004 16.500000000000004 22.500000000000004 45.040161900000008 19.500000000000004 39.023883200000007 156.15000000000003 106.49500000000002 15.500000000000002 3.5000000000000004 16.500000000000004 59.505000000000003 44.601833250000006 39.777866350000004 28.980000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -3 15 9 -9 -11 -12 13 14 -13 23 -17 18 19 21 -20 22 -18 -1 -25 26 27 28 29 -26
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 16 17 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=221.61190132404769 -50.144032521431392 1343.2833602075359 -3234.762989993982 5301.7760381280132 1091.4137184378994 23171.02236284317 -15049.057923832443 7200.1859597261473 197.6280755607863 121017.45099609376 -229252.32015861745 -293587.61450892861 19283.429475740133 17597.580451766305 -93105.457946977462 3686.2648106662368 122660.89317578124 -31537.226073020516 108105.39831462485 -42681.887271847343 -6612.3382393973216 193655.75669642858 -210.18503311820652 4248.0950503568856 100551.06817079743 -936.56788874786946 -9635.0703984180636 -1814.3838825930497 7098.8485126893211 -57399.342556425749
leaf_weight=421844 3393752 12576 4324 2762 2393 6186 2206 20088 25978 40 33 28 190 46 61 15393 50 163 182 113 49 21 92 27137 29 80498 22739 33948 326 557
leaf_count=421844 3393752 12576 4324 2762 2393 6186 2206 20088 25978 40 33 28 190 46 61 15393 50 163 182 113 49 21 92 27137 29 80498 22739 33948 326 557
internal_value=0 250.24 4279.53 9358.7 14160.2 17655.3 -1103.04 61.3872 2961.87 6467.16 -30530.6 -47463.3 -29004.8 -96965.9 -156178 -162.056 4750.71 29206 48734.9 19411 83771.3 62456.9 43054.3 -296.474 -1619.15 -2772.11 -5337.38 -2534.02 -29321.5 -49582.7
internal_weight=0 680052 30447 15665 11341 8948 14782 649605 46464 20486 398 358 325 135 89 603141 16063 670 507 276 231 163 142 587078 165234 138097 57599 34860 912 586
internal_count=4073804 680052 30447 15665 11341 8948 14782 649605 46464 20486 398 358 325 135 89 603141 16063 670 507 276 231 163 142 587078 165234 138097 57599 34860 912 586
is_linear=0
shrinkage=0.1


Tree=1073
num_leaves=31
num_cat=0
split_feature=4 3 1 0 6 0 6 2 6 1 1 0 0 7 0 0 6 6 6 1 0 1 4 0 1 1 1 4 0 0
split_gain=4.67261e+12 2.89309e+13 6.34801e+13 6.99187e+13 8.28544e+13 9.48421e+13 7.55287e+13 1.21416e+14 5.45887e+13 5.0233e+13 4.50928e+13 5.10254e+13 1.76409e+14 5.4023e+13 4.46238e+13 5.32798e+13 3.67109e+13 4.75154e+13 7.61875e+13 5.32577e+13 4.68619e+13 4.91344e+13 4.43826e+13 4.12316e+13 4.08963e+13 3.47691e+13 3.4208e+13 3.34601e+13 1.18723e+14 1.25462e+14
threshold=18.500000000000004 16.500000000000004 37.543519500000009 56.288960650000007 102.04000000000001 45.036141150000006 100.05000000000001 2865.5000000000005 67.91500000000002 39.069277450000008 37.488790500000007 55.685785750000008 55.753967500000009 6.0000000000000009 51.659529100000007 52.960348700000004 116.05000000000001 93.050000000000011 88.00500000000001 30.362494150000003 56.342669500000007 30.330566300000005 17.500000000000004 55.93962770000001 30.226173900000003 38.97264950000001 37.563506350000004 17.500000000000004 54.980317700000008 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 9 -6 -5 -8 10 25 -3 -12 -13 -14 -7 -16 17 18 24 22 -18 -22 -19 -20 -10 26 -4 -1 -29 -30
right_child=-2 2 3 6 5 14 7 -9 16 -11 11 12 13 -15 15 -17 20 19 23 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=14.597147499926061 -268.03335578971758 -3439.3880117786643 47520.462271035685 10107.133809033743 34377.664433019301 -103341.36962402344 -141184.3050874256 117554.74574424344 66360.822529560814 -6579.3266442214626 -2589.4981235872069 -281895.36286764703 -55204.640314094388 106611.95533854168 83801.691748046884 -52308.530440553477 -44156.340249693632 -238091.69052734377 -27597.290267857141 -44779.750789502643 5754.4422883064517 196339.01796875001 -76233.472157118056 109402.21073225637 -41129.782958670228 15255.618577430329 -1217.6942564263506 -1362.2714896229493 8053.8026737704149 -5582.0289391071419
leaf_weight=3389182 560858 3266 148 2490 136 160 21 133 37 9746 197 34 147 24 32 284 51 32 35 142 31 24 36 59 816 2089 5340 52444 37586 8224
leaf_count=3389182 560858 3266 148 2490 136 160 21 133 37 9746 197 34 147 24 32 284 51 32 35 142 31 24 36 59 816 2089 5340 52444 37586 8224
internal_value=0 42.7928 -3312.6 -870.749 -3108.77 -39270 14310.4 82272.1 -13503.4 -1831.24 -7329.34 -38932.8 -73857.7 -32493.5 -60312.2 -38525.2 -31434.1 -36594.5 -27051.5 -79628.9 24892 88918.6 -152402 58391.8 -36467.2 4276.04 96.6729 67.3369 1886.55 5605.84
internal_weight=0 3.51295e+06 25510 20579 17935 612 2644 154 4931 17323 3668 402 205 171 476 316 1263 1157 947 210 106 55 68 94 853 7577 5488 3.48744e+06 98254 45810
internal_count=4073804 3512946 25510 20579 17935 612 2644 154 4931 17323 3668 402 205 171 476 316 1263 1157 947 210 106 55 68 94 853 7577 5488 3487436 98254 45810
is_linear=0
shrinkage=0.1


Tree=1074
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 4 1 0 6 1 1 0 0 4 4 6 4 4 0 0 0 4 4 1 6 0 7 4 1
split_gain=5.01394e+12 3.87621e+13 1.98498e+14 1.2857e+14 2.08341e+14 4.9851e+14 2.2944e+14 2.07872e+14 1.92149e+14 1.85563e+14 1.57981e+14 1.41658e+14 1.49184e+14 4.97773e+14 2.35944e+14 1.38347e+14 1.29951e+14 2.08148e+14 1.22876e+14 1.10137e+14 1.47914e+14 2.93094e+14 2.34069e+14 1.86958e+14 2.90737e+14 1.72099e+14 1.26699e+14 2.27351e+14 1.93633e+14 1.60376e+14
threshold=37.682335600000009 37.740454950000007 55.93962770000001 55.775215600000003 55.667390500000003 55.676890650000011 15.500000000000002 37.71815560000001 55.82518790000001 33.805000000000007 37.729575300000008 37.729575300000008 55.579943700000008 55.60524465000001 15.500000000000002 8.5000000000000018 49.010000000000012 23.500000000000004 7.5000000000000009 55.759969450000007 55.721784200000009 55.710673100000008 24.500000000000004 16.500000000000004 37.729575300000008 69.605000000000004 55.768246800000007 6.0000000000000009 15.500000000000002 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -8 -10 -2 -13 14 -14 -9 -17 -18 -4 20 21 -7 23 24 -23 -25 27 -21 -29 -28
right_child=1 -3 18 7 5 19 9 8 10 -11 -12 12 13 -15 -16 16 17 -19 -20 26 -22 22 -24 25 -26 -27 29 28 -30 -31
leaf_value=211.45122634756572 -3552.6858798046796 -8.6918310760061317 5185.8210926213696 -2686.5821885383325 40703.210068335902 6504.4865436806022 8855.241522381757 -247.7302020541631 23404.498508712473 -82152.791335713948 -8014.8664196371919 -7079.1605181050609 17037.228047505043 12101.200490042131 165701.30280441418 32474.841327697832 138407.57591850995 26848.599084388181 -40253.967077240392 -14353.444904359667 7543.3701614764686 -140376.15549441607 -127088.43486549355 23245.167875648054 1071.1305765488569 -86229.300825832208 79128.817894999185 -187305.37298318616 -46634.554103431525 -22473.901212485125
leaf_weight=879340 17527 3131199 822 14289 208 2255 259 527 3398 1660 3025 2078 155 3266 343 823 397 289 2156 591 6067 312 309 654 272 184 192 184 209 814
leaf_count=879340 17527 3131199 822 14289 208 2255 259 527 3398 1660 3025 2078 155 3266 343 823 397 289 2156 591 6067 312 309 654 272 184 192 184 209 814
internal_value=0 -58.2062 -2508.84 -1263.9 -4858.82 -14425.9 -59056.8 4668.46 17092.7 -69869.8 8607.12 942.292 14428 26301.5 119430 43862.1 59267 91409.7 -27711.5 -6543.36 -2288.57 -17253.5 -48203.5 -31061.8 -74496.6 -792.186 -28037.5 -53550.5 -112496 -3082.53
internal_weight=0 3.19446e+06 63265 60287 37539 14170 2127 22748 8459 1919 6423 23369 5842 3764 498 2036 1509 686 2978 12043 10053 3986 1731 1422 584 838 1990 984 393 1006
internal_count=4073804 3194464 63265 60287 37539 14170 2127 22748 8459 1919 6423 23369 5842 3764 498 2036 1509 686 2978 12043 10053 3986 1731 1422 584 838 1990 984 393 1006
is_linear=0
shrinkage=0.1


Tree=1075
num_leaves=31
num_cat=0
split_feature=2 0 0 4 1 0 4 5 6 5 7 1 4 0 1 4 6 0 1 0 0 1 4 1 0 1 0 0 1 1
split_gain=4.78732e+12 2.57363e+13 2.27301e+13 3.27258e+13 2.66284e+13 2.51758e+13 2.8595e+13 5.43399e+13 3.71987e+13 2.47595e+13 5.19296e+13 1.10597e+14 1.53153e+14 2.01436e+14 2.76874e+14 1.79503e+14 1.22599e+14 9.79968e+13 9.24095e+13 1.70293e+14 5.66307e+14 7.80611e+14 1.50561e+14 1.43328e+14 5.27271e+14 1.97435e+14 1.44484e+14 1.54842e+14 2.91767e+14 2.1335e+14
threshold=451.00000000000006 56.760749800000006 54.431501800000014 3.5000000000000004 39.723160900000003 54.86311005000001 14.500000000000002 2.5000000000000004 74.015000000000015 1.5000000000000002 6.0000000000000009 37.425454150000007 8.5000000000000018 55.622114900000007 37.401708450000008 15.500000000000002 50.010000000000012 55.520061350000013 37.442254400000003 55.988910100000005 56.006509350000009 37.843405600000004 13.500000000000002 37.46219940000001 55.866549750000011 37.475446350000006 55.702806750000008 55.539595350000006 37.978059650000013 37.957884500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 -11 12 -12 14 15 17 -15 -14 22 23 21 -21 -13 24 -20 -25 27 -27 29 -29
right_child=-2 -3 4 -5 -6 9 7 -9 -10 10 11 18 13 16 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-40704.35865384616 -48.409037316802099 -43742.212711466171 -6802.9806961836703 65184.319995538128 -16014.743052630869 -449.33859971001112 -9657.2987411045797 112463.55175438596 -50800.60721798132 1555.2229564931588 -22127.399402729869 46062.692064117145 48488.252427455358 35424.857568426167 85184.802448898394 68359.019160017735 2229.9593808886411 -21423.919786879051 9159.768120237497 -184368.02981178978 10041.052999334506 293230.8967938312 -20942.673029359979 -21682.332734586198 208393.38643932482 -10370.068345046455 -5319.2568771374417 5685.3851738153053 -54879.336956142542 45720.811238445232
leaf_weight=39 3396489 133 3946 116 1006 259573 101 57 202 283128 1855 363 252 1188 756 423 17533 981 4368 44 2061 154 4402 5358 137 7155 52013 27806 767 1398
leaf_count=39 3396489 133 3946 116 1006 259573 101 57 202 283128 1855 363 252 1188 756 423 17533 981 4368 44 2061 154 4402 5358 137 7155 52013 27806 767 1398
internal_value=0 242.754 251.393 38541.4 242.626 266.819 -7355.14 34399 -8945.58 315.679 797.499 -865.366 5422.57 7840.83 35040.5 12148.6 4336.45 -7135.3 -2228.68 -1588.27 25560 187098 -15838.2 -2207.73 15218.6 -3038.5 -1917.85 2847.47 6002.9 7601.89
internal_weight=0 677315 677182 155 677027 676021 4306 158 4148 671715 412142 129014 22988 21133 2412 1656 18721 1233 106026 101261 2259 198 4765 99002 4505 94497 89139 37126 29971 29204
internal_count=4073804 677315 677182 155 677027 676021 4306 158 4148 671715 412142 129014 22988 21133 2412 1656 18721 1233 106026 101261 2259 198 4765 99002 4505 94497 89139 37126 29971 29204
is_linear=0
shrinkage=0.1


Tree=1076
num_leaves=31
num_cat=0
split_feature=4 0 0 6 0 4 1 1 4 1 0 4 4 1 1 4 3 1 5 6 7 6 1 6 6 3 3 0 6 4
split_gain=4.94588e+12 3.80873e+13 6.63072e+13 5.93483e+13 5.73353e+13 1.48706e+14 1.27982e+14 1.46537e+14 6.83896e+13 6.38841e+13 4.95898e+13 7.24324e+13 8.59124e+13 7.8268e+13 7.30024e+13 6.69098e+13 7.81991e+13 8.23146e+13 6.32181e+13 7.90775e+13 6.071e+13 5.84179e+13 5.4339e+13 4.49199e+13 8.52395e+13 4.50518e+13 4.63498e+13 4.44312e+13 4.07939e+13 4.89512e+13
threshold=25.500000000000004 55.749683450000006 55.721784200000009 58.755000000000003 55.710673100000008 29.500000000000004 37.46219940000001 37.503969450000007 27.500000000000004 37.649344350000007 55.768246800000007 28.500000000000004 33.500000000000007 37.702956500000006 37.682335600000009 32.500000000000007 19.500000000000004 37.517483500000004 2.5000000000000004 59.815000000000005 6.0000000000000009 38.995000000000012 37.843405600000004 70.00500000000001 82.00500000000001 12.500000000000002 21.500000000000004 55.753967500000009 38.405000000000008 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 4 -4 -2 6 8 -8 -6 -9 11 13 15 14 28 16 17 -13 19 27 -17 -22 -15 -7 25 -25 -27 -16 -3 -30
right_child=1 10 3 -5 5 23 7 9 -10 -11 -12 12 -14 22 18 20 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-14.456503048733291 -1171.9416758503023 133534.01128125002 -4493.3788639363393 -29296.426326518689 -50912.961165364584 7593.3644236234904 335217.67749999999 -46210.794704861117 61130.975166330652 123780.94680455943 1835.005240970482 -32420.191970306973 35894.467979649133 74822.019836738793 1002.838601170475 60359.075312500005 -45635.612221329829 47021.11997372788 41495.667926063783 -127951.80991753473 5742.7027028729844 -154877.91785714286 14089.094337584029 -2787.1503750000002 35253.822626953122 -287102.72546875005 -102141.66302548363 -125192.13679435484 1460.6383133737666 101556.87696668837
leaf_weight=4004864 23098 50 2614 1529 84 859 30 27 155 122 37312 212 448 468 279 25 321 339 159 72 31 84 215 25 65 20 42 31 152 72
leaf_count=4004864 23098 50 2614 1529 84 859 30 27 155 122 37312 212 448 468 279 25 321 339 159 72 31 84 215 25 65 20 42 31 152 72
internal_value=0 839.808 -1945.87 -13647.1 30.6492 19469 69638.1 133576 21751.5 92977.1 2823.06 15286.3 -564.367 30734.8 9809.73 -16704.2 -6401.32 16455.7 -11489.6 -33543.7 -80876.7 -111580 55704 -1273.48 -51382.8 -116111 -161807 -11616.7 51864.3 33634.4
internal_weight=0 68940 28670 4143 24527 1429 418 179 239 149 40270 2958 1460 1498 815 1012 872 551 541 382 140 115 683 1011 152 87 62 310 274 224
internal_count=4073804 68940 28670 4143 24527 1429 418 179 239 149 40270 2958 1460 1498 815 1012 872 551 541 382 140 115 683 1011 152 87 62 310 274 224
is_linear=0
shrinkage=0.1


Tree=1077
num_leaves=31
num_cat=0
split_feature=3 0 1 0 6 1 6 6 5 1 1 3 1 1 0 0 0 1 1 6 6 1 6 4 6 2 6 6 1 1
split_gain=4.84315e+12 1.25636e+13 1.77637e+13 1.47598e+13 1.29674e+13 1.07847e+13 9.86682e+12 1.64818e+13 1.34962e+13 1.94959e+13 1.28234e+13 8.46737e+12 2.71965e+13 6.07168e+13 4.66317e+13 6.587e+13 7.00052e+13 1.06189e+14 3.45267e+13 2.89183e+13 2.52897e+13 2.49227e+13 2.68316e+13 2.25687e+13 3.42601e+13 3.53616e+13 3.29756e+13 3.30775e+13 6.88145e+13 2.98353e+13
threshold=27.500000000000004 55.539595350000006 56.02161850000001 55.520061350000013 74.015000000000015 50.136929700000003 122.65000000000002 156.15000000000003 3.5000000000000004 37.858952300000006 60.590708550000009 24.500000000000004 82.906746050000024 82.941727000000014 55.055052800000006 55.043091000000011 55.034466500000008 82.92647190000001 82.93515810000001 93.050000000000011 83.820000000000007 82.975438000000011 112.00500000000001 26.500000000000004 77.010000000000005 1696.0000000000002 104.01000000000001 130.05000000000004 60.516422150000004 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 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 8 10 -3 -10 -8 -1 23 14 15 16 17 -14 -19 -16 -15 22 -22 24 -13 -26 -25 28 -28 -27
right_child=1 6 -4 -5 -6 -7 7 -9 9 -11 -12 12 13 20 19 -17 -18 18 -20 -21 21 -23 -24 26 25 29 27 -29 -30 -31
leaf_value=3.7836362386094793 -67404.178823390146 2180.2303961573698 112409.55311650816 83964.569110576937 47403.968055555561 14736.084849105342 -110490.44925000001 48114.553645833337 107025.42044270833 -5184.7447753906254 -22167.822127278647 -5099.517226817914 1414.2489322916667 -8858.4258269756247 22852.510477388823 238220.00373641305 -47455.157387907617 257778.96628787881 110808.58392137097 -114654.318828125 81997.647132240862 -60620.766595262096 14023.650569007144 -352.74698341051135 -51394.753886320155 23323.873248808264 29362.127629905528 -5548.5138099083533 250206.30773809526 -25153.854066001706
leaf_weight=4056328 33 5262 23 26 36 31 25 21 30 32 48 5176 60 842 65 23 46 33 31 20 82 31 199 4216 343 177 43 52 21 449
leaf_count=4056328 33 5262 23 26 36 31 25 21 30 32 48 5176 60 842 65 23 46 33 31 20 82 31 199 4216 343 177 43 52 21 449
internal_value=0 2947.52 31594.1 16842.1 -609.764 -27617.5 2159.71 -29956.5 2726.75 49110.5 -52415.3 -4.0334 -2666.6 10259.5 52212.5 79392.5 57904.1 96988.9 186590 -9502.04 152.925 24472 33859.5 -4433.34 -8330.23 -25587.4 1094.46 53692.9 101827 -11446.9
internal_weight=0 5567 149 126 100 64 5418 94 5324 62 73 4.06824e+06 11909 1432 278 193 170 124 64 85 1154 312 281 10477 6145 969 4332 116 64 626
internal_count=4073804 5567 149 126 100 64 5418 94 5324 62 73 4068237 11909 1432 278 193 170 124 64 85 1154 312 281 10477 6145 969 4332 116 64 626
is_linear=0
shrinkage=0.1


Tree=1078
num_leaves=31
num_cat=0
split_feature=0 4 1 1 6 0 4 0 1 6 6 6 6 0 1 6 5 1 0 6 6 3 0 0 6 1 6 6 4 1
split_gain=4.74002e+12 3.15146e+13 9.04009e+13 1.08001e+14 9.37583e+13 9.88378e+13 7.58737e+13 1.04891e+14 7.39503e+13 1.00367e+14 1.23973e+14 9.81876e+13 7.2487e+13 7.77669e+13 1.13081e+14 6.99209e+13 9.1059e+13 8.37624e+13 2.17727e+14 7.29688e+13 1.26682e+14 1.02505e+14 6.95635e+13 1.65899e+14 1.18505e+14 6.93263e+13 6.84603e+13 9.50792e+13 6.52849e+13 6.31556e+13
threshold=45.085557650000005 16.500000000000004 39.069277450000008 39.712886600000012 94.02500000000002 44.990874950000006 19.500000000000004 45.082176650000008 39.718675700000013 60.910000000000004 54.010000000000012 95.045000000000016 42.605000000000011 43.687280500000007 39.366401150000009 116.05000000000001 2.5000000000000004 39.044653900000007 45.00849250000001 102.04000000000001 106.49500000000002 14.500000000000002 45.063245050000006 45.059854000000009 65.00500000000001 38.927872750000006 81.02500000000002 93.050000000000011 21.500000000000004 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 15 22 9 10 -5 -11 -4 -14 28 16 -3 19 -19 -18 21 -21 23 -8 -24 -25 -20 -28 -15 -26
right_child=-2 2 3 8 5 -7 7 -9 -10 11 -12 -13 13 14 -16 -17 17 18 26 20 -22 -23 24 25 29 -27 27 -29 -30 -31
leaf_value=-114.4652474720824 -40.308988579588274 5381.9209642919013 -580.22493729226051 36374.111791362957 -153559.59812499999 51694.630943042022 -1628.4718074096661 19090.706180175825 3647.8223316311946 153354.49193819868 -161147.46476771706 -8403.4106481481485 -77873.411056518555 -7921.2291594306434 212862.95610795455 -26938.141145672984 21985.77825280351 -46026.575638767936 -11159.279349662163 -21911.274040743672 29419.680451311389 -143503.87177136479 -2816.1199115287745 -84473.327368951621 -60883.106809202713 22109.867224962527 204419.66819874418 75758.9365234375 -25223.952999964851 -19633.684919795644
leaf_weight=396991 3574627 33079 5606 194 25 381 24804 2808 7655 123 38 54 192 6090 22 609 3558 122 37 237 336 98 6753 62 526 3888 107 124 3397 1261
leaf_count=396991 3574627 33079 5606 194 25 381 24804 2808 7655 123 38 54 192 6090 22 609 3558 122 37 237 336 98 6753 62 526 3888 107 124 3397 1261
internal_value=0 288.654 1854.77 -3546.49 -8374.65 39055.8 3492.66 452.348 5861.34 47290.4 4021.44 104005 -9632.68 -14863.9 -13591.7 6675.44 7218.46 20370.8 64715.1 16281.4 -13966.2 -57481.6 -951.001 1402.7 -8875.86 20436.9 115127 135355 -14116.8 -31775.4
internal_weight=0 499177 102186 23777 15713 406 78409 40102 8064 409 232 177 15307 9701 9509 38307 37698 4619 390 4229 671 335 37294 28754 8540 3950 268 231 9487 1787
internal_count=4073804 499177 102186 23777 15713 406 78409 40102 8064 409 232 177 15307 9701 9509 38307 37698 4619 390 4229 671 335 37294 28754 8540 3950 268 231 9487 1787
is_linear=0
shrinkage=0.1


Tree=1079
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 0 1 0 6 0 4 0 6 1 0 0 6 6 0 0 1 4 0 0 0 2 1 1
split_gain=4.73378e+12 6.94162e+13 9.359e+13 1.01585e+14 9.31893e+13 1.55427e+14 1.22989e+14 8.56306e+13 1.16818e+14 7.58613e+13 7.17861e+13 6.49978e+13 5.84612e+13 5.33849e+13 6.19424e+13 4.95135e+13 8.30881e+13 6.14037e+13 4.87114e+13 4.73042e+13 4.58389e+13 4.5349e+13 4.69345e+13 6.72148e+13 4.40723e+13 4.47407e+13 1.37896e+14 1.60266e+14 1.95323e+14 2.16017e+14
threshold=5.5000000000000009 55.303261650000003 52.07762420000001 49.692247900000005 45.71452080000001 45.126607350000008 43.56803845000001 54.962581500000006 37.401708450000008 54.604289300000012 95.045000000000016 54.188398350000007 3.5000000000000004 53.506098950000009 90.045000000000016 38.657016300000002 55.145978450000008 55.111813300000001 52.330000000000005 58.305000000000007 54.604289300000012 54.86311005000001 43.047633000000012 4.5000000000000009 53.20799465000001 53.715816400000008 54.431501800000014 2851.5000000000005 59.999510900000011 52.380799750000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 18 13 -7 -8 -11 14 -6 16 -10 19 -9 -17 -13 -4 -23 -24 -5 -26 -27 -28 29 -29
right_child=-2 -3 3 24 9 10 11 8 15 12 -12 20 -14 -15 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=667.13628476134238 -67.404280166829096 994.68102413150154 -3903.5836445824571 -4597.7845487103823 -24156.014268037536 9869.7402858878704 -34601.129340242296 -27417.337152746688 -29655.590810184822 -21251.177257902109 133964.77749335108 3501.4041692483388 -67372.051183675125 -2080.5914250413057 106150.51320734798 499.82209315142876 -3179.5990030602447 -16237.846755871986 -71687.248315050194 30686.664470983436 -53956.532346386128 5711.9202285194651 -3177.6856811523439 186579.90265625002 2450.8386523654094 -9634.4436972432541 10047.609112933686 6991.4447445646256 -368.75158927146708 -26973.822529287936
leaf_weight=305074 2928705 541316 14723 30457 2596 5700 2284 698 2291 643 47 937 480 2578 37 2610 2456 1868 386 648 163 5309 40 35 40790 17566 13687 2773 141141 5766
leaf_count=305074 2928705 541316 14723 30457 2596 5700 2284 698 2291 643 47 937 480 2578 37 2610 2456 1868 386 648 163 5309 40 35 40790 17566 13687 2773 141141 5766
internal_value=0 172.393 -564.821 -1823.03 -6116.26 -4339.73 -6879.62 -4907.49 -12019.8 -17390 10884.6 -24983.2 -40964.5 -12309.6 -22324.9 -8598.49 -15957.5 -1783.61 -43181.3 6503.83 -5012.82 -1031.71 6821.65 85375.9 -1030.9 -540.932 -1215.4 -310.149 -1257.28 -15943.8
internal_weight=0 1.1451e+06 603783 298709 46529 40195 34448 31064 10957 6334 5747 3384 1123 5211 2633 9873 4747 5126 1084 3258 1100 20107 5384 75 252180 221723 180933 163367 149680 8539
internal_count=4073804 1145099 603783 298709 46529 40195 34448 31064 10957 6334 5747 3384 1123 5211 2633 9873 4747 5126 1084 3258 1100 20107 5384 75 252180 221723 180933 163367 149680 8539
is_linear=0
shrinkage=0.1


Tree=1080
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 7 4 6 4 7 4 4 4 7 2 1 1 4 6 5 1 1 6 5 6 1 6 4 3 4
split_gain=5.4254e+12 1.00873e+14 1.33672e+14 1.18817e+14 1.47816e+14 1.18561e+14 1.11612e+14 8.36756e+13 1.76227e+14 1.07347e+14 7.83242e+13 9.85425e+13 1.52989e+14 1.65284e+14 1.10296e+14 1.40485e+14 9.09227e+13 7.78218e+13 9.07511e+13 1.26021e+14 1.16374e+14 1.11827e+14 8.75947e+13 8.68045e+13 8.0296e+13 7.39205e+13 7.03805e+13 7.14954e+13 8.07921e+13 6.9436e+13
threshold=55.81943720000001 55.812023600000011 60.005000000000003 37.234509300000006 49.030112300000006 6.0000000000000009 4.5000000000000009 76.00500000000001 21.500000000000004 6.0000000000000009 30.500000000000004 27.500000000000004 23.500000000000004 6.0000000000000009 75.000000000000014 37.755233900000007 49.030112300000006 7.5000000000000009 90.045000000000016 2.5000000000000004 37.755233900000007 37.343102500000008 70.00500000000001 3.5000000000000004 61.425000000000004 37.563506350000004 168.45000000000002 6.5000000000000009 13.500000000000002 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 -1 10 5 17 6 -4 8 -6 26 11 12 -3 14 15 -14 -15 -5 20 -20 21 -19 24 -21 -23 -13 27 -9 29 -29
right_child=-2 2 3 4 7 -7 -8 9 -10 -11 -12 25 13 16 -16 -17 -18 18 19 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=36.108157011192297 -159.96424951575278 -369.47484819172109 254137.61671496974 -33591.438776397707 52562.037583762722 -2560.1015115489135 55477.653647085339 -30041.792266895325 227015.40135498048 -21677.966377262699 54493.264135548699 -50911.884545152978 -230612.30423018296 80495.772993542443 31441.902081200384 51491.455846774195 237020.17401889537 -56977.423339043293 -181299.55738118489 -32141.107338537848 -22493.222006350283 92911.882666015634 64446.095318664855 84192.480429193049 -4099.5315364925982 75202.799976064649 210254.111 88329.308704615803 -24598.708947088071 -1706.5452406141494
leaf_weight=2663600 1394478 9381 62 448 608 69 52 123 64 347 276 524 41 271 248 31 43 122 48 341 465 104 796 79 475 51 25 414 110 108
leaf_count=2663600 1394478 9381 62 448 608 69 52 123 64 347 276 524 41 271 248 31 43 122 48 341 465 104 796 79 475 51 25 414 110 108
internal_value=0 83.2547 8068.73 21854.4 18761.5 100900 163521 41247.3 69176.6 24593.7 1902.87 532.239 2843.62 50386.3 -191.493 -109151 101931 4705.98 11766.6 -27801.9 21204.9 34778.5 42919.7 -10259.3 13325.7 -39726.1 45178.7 39712.6 53288.2 69701.2
internal_weight=0 2.67933e+06 15726 4860 4677 183 114 1799 672 1127 10866 10590 10015 634 320 72 314 2878 2430 468 1962 1497 1375 420 579 575 780 755 632 522
internal_count=4073804 2679326 15726 4860 4677 183 114 1799 672 1127 10866 10590 10015 634 320 72 314 2878 2430 468 1962 1497 1375 420 579 575 780 755 632 522
is_linear=0
shrinkage=0.1


Tree=1081
num_leaves=31
num_cat=0
split_feature=1 6 6 7 0 4 6 1 0 0 1 3 1 4 6 4 3 6 5 3 6 3 6 3 6 6 6 6 4 6
split_gain=5.24364e+12 2.74032e+13 2.62256e+13 2.66194e+13 4.00262e+13 2.58646e+13 2.08068e+13 1.99542e+13 2.69066e+13 6.36156e+13 6.97117e+13 8.72735e+13 3.28255e+13 5.9088e+13 3.89118e+13 3.5614e+13 2.95709e+13 2.7821e+13 4.3727e+13 2.20932e+13 2.15762e+13 4.93319e+13 2.04213e+13 1.98101e+13 2.65321e+13 1.79962e+13 3.22618e+13 1.78541e+13 1.6785e+13 1.65267e+13
threshold=91.292296250000007 85.020000000000024 99.050000000000011 6.0000000000000009 56.148747500000006 22.500000000000004 96.050000000000011 92.90968070000001 55.972700350000004 56.020150250000007 92.791023150000015 5.5000000000000009 92.865667950000017 13.500000000000002 138.05000000000004 16.500000000000004 11.500000000000002 149.05000000000004 4.5000000000000009 4.5000000000000009 138.05000000000004 4.5000000000000009 149.05000000000004 14.500000000000002 86.920000000000016 122.65000000000002 108.05000000000001 116.05000000000001 8.5000000000000018 74.015000000000015
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 6 7 5 25 23 8 -4 10 11 22 16 14 19 -15 28 20 -19 -14 -11 -22 -10 -3 -25 26 -5 -28 -12 -2
right_child=1 2 3 4 -6 -7 -8 -9 9 17 12 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-21.587282511079284 565.88686955473088 11080.868133953227 -9962.8878760961707 -50269.347554580483 42256.442539469404 35941.874188021953 32233.868962281915 -2067.8269795846963 158494.81884765625 -5930.6801354041472 44170.504616783408 15986.549387668922 -1866.4272569444447 -117631.86299715909 202143.14926757815 58513.848046875006 91035.973998397443 -160145.6072544643 9758.4640151515159 113548.53595793969 -6988.4666065705132 183118.24568452383 291878.81107954547 59557.622750946975 -39028.863221103333 -68259.619699121904 -5544.8806276688665 86911.290051332617 -17483.864475559545 -3709.4016127462146
leaf_weight=3931467 124484 3483 347 219 96 58 446 2011 24 312 58 37 27 22 32 24 39 28 33 43 39 21 22 33 158 121 161 24 185 9750
leaf_count=3931467 124484 3483 347 219 96 58 446 2011 24 312 58 37 27 22 32 24 39 28 33 43 39 21 22 33 158 121 161 24 185 9750
internal_value=0 596.259 6243.67 457.614 -17575.9 -27428.2 11837.3 4163.65 13855.4 22592.2 46416.6 130322 30220.9 68359.5 110792 -25729.8 10204.9 -5633.92 -68230.3 69031.3 4630.54 59548.9 222287 9361.32 -21995.6 -34429.1 -24296.6 6449.43 -2768.01 255.354
internal_weight=0 142337 8103 3983 679 583 4120 3304 1293 946 513 83 430 148 102 46 282 433 61 70 372 60 46 3674 191 525 404 185 243 134234
internal_count=4073804 142337 8103 3983 679 583 4120 3304 1293 946 513 83 430 148 102 46 282 433 61 70 372 60 46 3674 191 525 404 185 243 134234
is_linear=0
shrinkage=0.1


Tree=1082
num_leaves=31
num_cat=0
split_feature=4 1 0 6 2 6 5 1 6 1 6 6 0 0 6 0 0 0 1 0 6 1 0 6 0 6 1 0 1 1
split_gain=4.69187e+12 1.17433e+13 2.9655e+13 5.84293e+13 2.16057e+13 2.37659e+13 2.0028e+13 1.64277e+13 3.07387e+13 2.16503e+13 3.61515e+13 2.55379e+13 1.72118e+13 1.60265e+13 1.45661e+13 2.02141e+13 1.56628e+13 5.18243e+13 6.64388e+13 1.27794e+14 1.46921e+14 3.16689e+13 7.3038e+13 2.55871e+13 3.34813e+13 2.20174e+13 1.79183e+13 1.72125e+13 1.45168e+13 2.25774e+13
threshold=2.5000000000000004 39.723160900000003 43.6005307 67.91500000000002 2200.0000000000005 156.15000000000003 1.5000000000000002 37.978059650000013 114.05000000000001 37.702956500000006 114.05000000000001 95.045000000000016 55.743464250000009 55.633951400000008 95.045000000000016 55.883833400000007 55.685785750000008 55.840017500000009 37.503969450000007 55.749683450000006 55.805000000000007 37.586700500000006 55.649510000000014 72.50500000000001 56.041614100000011 67.445000000000007 37.442254400000003 55.791814000000009 43.862029600000007 52.061190950000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 10 14 -11 -9 -7 16 -16 21 18 27 -20 -21 25 -23 26 -25 -4 -19 -18 -3 -30
right_child=-2 28 4 -5 -6 13 -8 8 -10 11 -12 -13 -14 -15 15 -17 17 23 19 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=63352.103395432692 -18.057939301588174 3912.0086214298422 7444.7341455478963 -174559.24423491381 -2170.8583207298907 116078.9552419355 -44140.283418156556 2936.5780377365845 -114650.38643043156 -12917.482849310771 109215.91081149195 -124471.72935035343 14259.978471859245 9618.2323317307691 -103095.64808467742 23973.042001488095 5445.3786627508271 -7818.3189570256409 -329383.8648809524 52518.019160554853 -237997.58888888892 15671.04423240719 178027.4211153739 169510.71625000003 20415.579879610657 -34322.894332045405 16832.645189173942 -62981.713675944011 -2884.0705829099174 1734.150644287357
leaf_weight=26 3961637 17225 1477 29 26837 31 52 4218 21 901 31 21 1969 26 31 21 157 1001 21 49 27 133 35 20 61 138 418 48 14031 43112
leaf_count=26 3961637 17225 1477 29 26837 31 52 4218 21 901 31 21 1969 26 31 21 157 1001 21 49 27 133 35 20 61 138 418 48 14031 43112
internal_value=0 637.79 -797.419 -53367.8 -648.182 3116.36 -8309.49 2776.39 6130.27 -1759.74 1683.57 -15458.3 6540.23 67517.9 767.02 -51779.4 1529.2 -5045.69 -42840.4 -111027 -50691.5 8174.16 49495.3 2563.65 57229.2 3875.74 -556.795 -10576.6 1367.26 600.184
internal_weight=0 112167 37799 107 37692 10855 78 10798 6208 4590 3668 922 6187 57 3637 52 3585 1802 302 97 76 1783 168 1500 81 1615 1419 205 74368 57143
internal_count=4073804 112167 37799 107 37692 10855 78 10798 6208 4590 3668 922 6187 57 3637 52 3585 1802 302 97 76 1783 168 1500 81 1615 1419 205 74368 57143
is_linear=0
shrinkage=0.1


Tree=1083
num_leaves=31
num_cat=0
split_feature=4 6 5 6 0 1 0 7 6 4 0 1 0 6 4 7 4 1 5 1 1 1 0 3 3 1 1 0 0 0
split_gain=4.75755e+12 3.53566e+13 5.97381e+13 1.43105e+14 1.25937e+14 1.67322e+14 1.1983e+14 1.1079e+14 2.39395e+14 1.17174e+14 1.70229e+14 1.05905e+14 1.30541e+14 1.58451e+14 1.21443e+14 1.0141e+14 1.60966e+14 9.0762e+13 8.91447e+13 1.52176e+14 1.7364e+14 1.54439e+14 1.17837e+14 1.01717e+14 1.12829e+14 1.64723e+14 1.01827e+14 8.90754e+13 1.72348e+14 1.19915e+14
threshold=9.5000000000000018 80.030000000000015 2.5000000000000004 61.425000000000004 43.687280500000007 39.044653900000007 43.550475500000012 6.0000000000000009 74.615000000000009 8.5000000000000018 44.601833250000006 49.195555600000006 56.685611200000004 78.010000000000005 5.5000000000000009 6.0000000000000009 7.5000000000000009 39.803839700000005 1.5000000000000002 30.389265100000003 30.260128500000004 30.277905650000005 59.950512650000007 1.5000000000000002 7.5000000000000009 30.362494150000003 30.345769800000003 59.882709350000006 59.982409200000006 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 -8 -11 12 13 -7 -14 16 27 -16 -18 20 -20 22 -22 -23 25 26 -25 29 -29 -6
right_child=-2 -3 6 4 5 11 7 8 -10 10 -12 -13 14 -15 17 -17 18 -19 19 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-168.59981214705246 100.65838242849775 1480.5898206120628 11202.561772586812 -10267.979543112366 -2310.302499351948 23239.384763094367 -478.26182132813386 19612.375564936701 -10660.083829746269 -36893.425393984857 -3730.9200748973017 4924.8954004286134 18773.537878662046 -27178.223838173471 -66782.205558906557 -7383.1398592050791 -30229.450059207054 -7607.963583915207 18452.560635534508 9792.7047585770779 -31850.941218749998 -165644.75657226564 204780.77937030076 70889.426578721963 -40328.465154474434 181070.6168402778 -77086.434350142052 -33444.477999436924 17192.276017653774 23150.984688658729
leaf_weight=1284110 2181312 129228 7517 5541 11454 12524 239926 6979 4175 1565 141570 18055 1913 656 300 11023 414 1906 1232 6380 25 20 133 301 88 126 55 2076 994 2206
leaf_count=1284110 2181312 129228 7517 5541 11454 12524 239926 6979 4175 1565 141570 18055 1913 656 300 11023 414 1906 1232 6380 25 20 133 301 88 126 55 2076 994 2206
internal_value=0 -116.02 -233.034 83.1361 4258.39 5378.17 -1304.58 -1543.07 8281.24 -1829.14 -4093.51 10282.2 15873.7 20730 334.629 631.575 4095.59 -15655.2 15065.7 17308.8 41527.4 79532.9 167339 56018.7 63796.4 82806.8 48028 -1657.67 -17049.4 1801.53
internal_weight=0 1.89249e+06 1.76326e+06 1.36153e+06 77422 71881 401732 394215 11154 383061 143135 35354 17299 13180 4119 36527 25504 2206 8774 8360 1980 748 158 590 570 482 356 16730 3070 13660
internal_count=4073804 1892492 1763264 1361532 77422 71881 401732 394215 11154 383061 143135 35354 17299 13180 4119 36527 25504 2206 8774 8360 1980 748 158 590 570 482 356 16730 3070 13660
is_linear=0
shrinkage=0.1


Tree=1084
num_leaves=31
num_cat=0
split_feature=6 7 1 0 0 0 5 4 0 0 6 3 4 6 1 2 4 2 1 1 6 5 4 1 4 3 6 3 3 6
split_gain=5.33667e+12 2.63412e+13 4.72016e+13 8.35369e+13 4.46597e+13 1.58296e+14 6.62661e+13 6.31081e+13 8.88612e+13 5.99625e+13 6.56771e+13 5.88617e+13 6.39697e+13 7.47146e+13 5.41814e+13 5.36887e+13 5.35909e+13 1.39928e+14 4.88245e+13 6.81871e+13 5.12133e+13 1.32572e+14 8.19769e+13 6.22189e+13 6.20947e+13 5.94072e+13 5.56119e+13 5.34711e+13 4.87088e+13 4.66794e+13
threshold=88.825000000000003 6.0000000000000009 60.605526900000008 54.992080650000005 59.856552950000008 56.850115550000005 4.5000000000000009 25.500000000000004 59.848366150000011 59.982409200000006 149.05000000000004 5.5000000000000009 13.500000000000002 116.05000000000001 30.084656550000002 6082.0000000000009 8.5000000000000018 4311.5000000000009 30.242318500000007 30.323041000000003 102.04000000000001 3.5000000000000004 10.500000000000002 30.260128500000004 18.500000000000004 2.5000000000000004 114.05000000000001 12.500000000000002 14.500000000000002 94.02500000000002
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 5 29 9 8 15 11 18 -6 13 -13 -10 16 17 -7 -11 20 21 22 -20 -23 -22 -24 -26 -28 -14 -3
right_child=1 2 3 -5 6 7 -8 -9 14 10 -12 12 28 -15 -16 -17 -18 -19 19 -21 24 23 25 -25 26 -27 27 -29 -30 -31
leaf_value=27.599316355658445 134.56059975191584 -8510.9259410697323 -12982.917968463975 7549.5771052065611 -2240.5733862665088 -45337.83801744182 89308.376495150864 52263.759628119842 15608.457542613638 19922.028993650529 -145298.297578125 52823.43898470053 -3189.6694999701222 -32161.308364257813 -92738.316163470445 -52749.50846623192 -6501.9843412587579 81643.938844572374 93821.069912790699 -1930.3675786132812 -150518.72995129871 173503.76677139947 36450.084457310266 -685.14415118243244 -87728.863100228657 -62201.753541560145 167546.86130952381 -43543.668247767862 34312.581179459368 -183.43429395851186
leaf_weight=3849942 170184 10413 2518 9300 2625 1003 87 104 55 538 35 750 1193 120 287 484 1864 95 43 1800 77 46 70 37 82 477 21 28 488 19038
leaf_count=3849942 170184 10413 2518 9300 2625 1003 87 104 55 538 35 750 1193 120 287 484 1864 95 43 1800 77 46 70 37 82 477 21 28 488 19038
internal_value=0 -474.649 -2406.12 3174.82 -3981.75 -5632.57 2481 -24586.4 -26696.3 1584.92 -9051.97 8272.02 19089.6 41101.4 -75314.1 -21871.2 -16825.6 -34351.3 -7570.57 -13087.5 -35883.1 -22479.3 -39126.1 95853.3 -79252.2 -49577.2 -37362.6 46923.7 7697.36 -3127.79
internal_weight=0 223862 53678 11818 41860 33343 8517 3892 3788 8430 3254 5176 2551 870 342 3446 2962 1098 3219 2681 881 673 590 83 208 547 131 49 1681 29451
internal_count=4073804 223862 53678 11818 41860 33343 8517 3892 3788 8430 3254 5176 2551 870 342 3446 2962 1098 3219 2681 881 673 590 83 208 547 131 49 1681 29451
is_linear=0
shrinkage=0.1


Tree=1085
num_leaves=31
num_cat=0
split_feature=6 5 6 4 6 6 1 0 0 4 6 0 6 6 1 3 3 6 4 1 4 3 3 0 0 3 1 6 1 6
split_gain=4.89589e+12 2.72996e+13 7.97342e+13 7.37075e+13 5.35655e+13 7.1109e+13 6.1232e+13 5.23819e+13 4.63077e+13 4.35725e+13 5.85909e+13 7.65369e+13 7.57337e+13 6.9949e+13 5.30669e+13 2.22015e+14 4.86709e+13 5.37195e+13 7.83238e+13 8.85561e+13 5.49959e+13 4.46614e+13 4.34456e+13 5.36013e+13 5.71747e+13 4.25185e+13 3.81465e+13 3.81356e+13 3.80869e+13 6.08437e+13
threshold=97.020000000000024 2.5000000000000004 125.02000000000002 13.500000000000002 118.04500000000002 110.01500000000001 30.226173900000003 55.080855950000007 45.040161900000008 17.500000000000004 101.02000000000002 47.139841100000005 116.05000000000001 112.00500000000001 38.977585500000011 9.5000000000000018 14.500000000000002 101.02000000000002 24.500000000000004 60.620042600000012 36.500000000000007 2.5000000000000004 4.5000000000000009 56.006509350000009 56.83050475000001 11.500000000000002 37.488790500000007 98.020000000000024 30.260128500000004 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -5 12 13 14 15 -12 -11 18 27 -20 -19 -13 23 -9 -25 -16 28 -18 -4 -30
right_child=1 -3 26 9 7 -7 -8 22 -10 16 11 21 -14 -15 25 -17 17 20 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=20.762268651529698 34262.425067274307 -220.4828462624686 22188.625290044911 -11838.368385379115 -40126.981270235083 13970.990687452866 -25920.928424924125 124879.28120117188 -130673.19874320652 -25105.794030976416 18065.81017830141 -65288.49772644043 -57479.41536865235 268399.59485677088 76156.651796874998 333092.18931919645 -109177.66274857955 -24286.495355033876 239700.96642578125 -18014.158671875 107716.97237413196 24924.426317978898 -80693.350931954104 -175103.784296875 7202.8673653455298 -94477.173501719604 16085.857060172195 44738.841276041669 -87016.63523939345 4140.7759770965577
leaf_weight=3932741 180 132285 167 428 111 663 2780 32 115 796 62 64 32 24 40 35 22 256 40 20 36 385 81 20 123 23 1888 60 135 160
leaf_count=3932741 180 132285 167 428 111 663 2780 32 115 796 62 64 32 24 40 35 22 256 40 20 36 385 81 20 123 23 1888 60 135 160
internal_value=0 -578.838 -5979.27 -11741.9 -19797.3 -15630.7 -22261.1 -51115.5 -86201.4 2492.85 17021.5 35595.9 84508.6 109202 85322.5 131735 -10417.5 16522.2 66973.1 153796 -8012.1 12065.6 -20141.2 7885.79 -18294.6 13861.8 9783.35 3444.17 -15972.3 -37575.3
internal_weight=0 141063 8778 6428 4105 3623 2960 482 226 2323 1093 665 216 184 160 97 1230 434 142 60 292 449 256 175 143 63 2350 82 462 295
internal_count=4073804 141063 8778 6428 4105 3623 2960 482 226 2323 1093 665 216 184 160 97 1230 434 142 60 292 449 256 175 143 63 2350 82 462 295
is_linear=0
shrinkage=0.1


Tree=1086
num_leaves=31
num_cat=0
split_feature=6 1 1 6 6 5 1 3 0 0 0 2 4 0 0 0 3 4 3 0 1 1 4 3 1 0 3 0 7 1
split_gain=4.98847e+12 3.45643e+13 4.40913e+13 3.64637e+13 3.22581e+13 3.25495e+13 4.78984e+13 4.11295e+13 8.72859e+13 7.54124e+13 6.83713e+13 6.12661e+13 5.35621e+13 6.52746e+13 6.44815e+13 5.07344e+13 4.82532e+13 7.57872e+13 5.78449e+13 1.28328e+14 8.15768e+13 6.70378e+13 5.33342e+13 4.67803e+13 4.34246e+13 4.61934e+13 3.99664e+13 3.78778e+13 3.99759e+13 4.1798e+13
threshold=142.05000000000004 39.004719500000007 39.023883200000007 189.00000000000003 168.45000000000002 3.5000000000000004 83.086354900000018 2.5000000000000004 57.15297970000001 55.81943720000001 57.205086850000008 2911.0000000000005 16.500000000000004 55.050541250000002 55.039488700000007 55.82518790000001 3.5000000000000004 6.5000000000000009 5.5000000000000009 57.125462300000009 82.911604200000014 65.559704250000024 7.5000000000000009 16.500000000000004 49.111590500000005 43.550475500000012 17.500000000000004 43.550475500000012 6.0000000000000009 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 24 -10 23 16 14 -14 26 17 -13 20 22 21 -18 -20 27 25 -4 -15 -9 29 -29
right_child=1 2 4 -5 -6 -7 -8 8 10 -11 -12 12 13 15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.8307933945876274 4859.6323185356878 -86130.473953888199 29899.388339120371 -1506.4479568995787 1181.5693516161618 -3518.4502352577483 -86388.061860251924 -55184.748437500006 189341.23771114866 -92159.679822048623 21275.602433035718 88936.468751375447 -17629.132270408165 -125885.04760502049 133313.2454640858 22547.084127038044 -72837.256346272465 -51794.608358433732 108718.72635869565 178616.88384462555 109730.21197916668 -199808.293875 -48088.942991305783 -53450.806600991782 35919.406146694215 -85287.207485650521 -2.6172150367914249 -9182.0457327586209 120608.42677873884 68289.752833488805
leaf_weight=4053505 5930 119 54 89 7152 4655 98 44 37 180 70 71 49 61 67 115 247 83 23 29 21 50 381 77 121 98 43 145 56 134
leaf_count=4053505 5930 119 54 89 7152 4655 98 44 37 180 70 71 49 61 67 115 247 83 23 29 21 50 381 77 121 98 43 145 56 134
internal_value=0 -1563.73 -4214.61 -49921.2 -3543.26 -8364.5 -17947.5 -14974.4 -8206.47 -41911.9 79391.8 -13733 -25258.7 8901.42 69553.1 -23224.6 -37903.7 13087.9 -48360 -24576.1 -80744.9 -94212.9 -39161.8 17608.9 -8781.43 -44365.7 -73837.5 32045.8 43503 28026.6
internal_weight=0 20299 14369 208 14161 7009 2354 2256 1803 453 107 1696 1240 335 116 219 905 154 751 433 318 297 404 456 273 152 104 379 335 279
internal_count=4073804 20299 14369 208 14161 7009 2354 2256 1803 453 107 1696 1240 335 116 219 905 154 751 433 318 297 404 456 273 152 104 379 335 279
is_linear=0
shrinkage=0.1


Tree=1087
num_leaves=31
num_cat=0
split_feature=4 4 0 0 4 3 0 6 3 1 6 7 6 6 6 5 6 6 6 0 6 1 1 3 0 6 0 7 6 6
split_gain=4.82793e+12 1.59719e+13 1.51616e+13 1.47856e+13 5.65389e+13 2.83453e+13 2.05655e+13 1.25965e+14 2.89147e+13 1.47759e+13 1.27508e+13 1.23174e+13 1.25984e+13 1.05319e+13 8.83558e+12 8.4132e+12 3.26531e+13 3.21473e+13 2.15821e+13 2.17379e+13 1.72542e+13 2.0956e+13 3.93322e+13 2.73232e+13 1.85235e+13 1.69204e+13 2.48859e+13 1.75655e+13 2.946e+13 1.31502e+13
threshold=36.500000000000007 35.500000000000007 55.633951400000008 55.759969450000007 37.500000000000007 20.500000000000004 55.783232450000007 71.715000000000018 24.500000000000004 37.475446350000006 58.605000000000011 6.0000000000000009 59.815000000000005 91.02500000000002 51.015000000000008 2.5000000000000004 130.05000000000004 114.05000000000001 122.65000000000002 55.79439725000001 60.910000000000004 37.631035900000008 37.740454950000007 9.5000000000000018 55.81943720000001 78.605000000000004 55.858844800000007 6.0000000000000009 80.030000000000015 66.010000000000005
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 -2 4 5 -4 7 8 14 10 -3 12 -6 -11 -5 18 17 25 19 -8 21 -21 23 -23 -22 -17 27 28 -27 -26
right_child=2 9 3 6 11 -7 15 -9 -10 13 -12 -13 -14 -15 -16 16 -18 -19 -20 20 24 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.38620060415161722 -70541.584846047786 32178.770029496176 187744.78431250001 -22636.572478693182 90620.019270833349 30150.666517857142 65805.853794642855 -270656.09627976193 -86946.407570043113 13237.997227737571 126928.97953125002 -2006.2353116412496 -9009.2762073863632 -60672.80846679688 52750.83410229953 73533.747265625003 -27787.502718397212 110580.62314967107 65593.665456081086 -42156.447939918158 -76015.205143229163 24933.121054687501 -5907.5566878818172 158199.9645 -72914.261446220931 -118175.36060855264 39583.782561651009 16793.901141357423 -318.97802734375 -14258.883994452897
leaf_weight=4070412 34 49 25 22 30 21 35 21 29 535 20 688 22 20 53 40 191 38 37 126 72 40 571 25 43 38 111 64 48 344
leaf_count=4070412 34 49 25 22 30 21 35 21 29 535 20 688 22 20 53 40 191 38 37 126 72 40 571 25 43 38 111 64 48 344
internal_value=0 2.83864 -4174.93 -3349.6 8227.6 115800 -8020.89 -47259.5 -2150.54 16000.3 59642.6 1540.68 48469.2 10574.5 30637.2 -5330.37 5280.44 23911.6 -9679.73 -11897.2 -14124.5 -4898.43 2482.88 76189.6 -29441.1 12970 3688.26 -22874.4 -52395.1 -20776.1
internal_weight=0 4.07104e+06 2768 2734 786 46 1948 125 104 624 69 740 52 555 75 1823 530 339 1293 1256 1221 762 636 65 459 301 261 150 86 387
internal_count=4073804 4071036 2768 2734 786 46 1948 125 104 624 69 740 52 555 75 1823 530 339 1293 1256 1221 762 636 65 459 301 261 150 86 387
is_linear=0
shrinkage=0.1


Tree=1088
num_leaves=31
num_cat=0
split_feature=6 5 7 5 1 6 6 6 2 1 1 7 2 0 0 4 0 4 0 0 1 0 6 0 1 4 1 1 4 1
split_gain=4.63032e+12 2.60324e+13 3.53618e+13 3.37601e+13 3.80729e+13 4.74293e+13 2.63648e+13 5.28923e+13 4.25612e+13 2.38728e+13 2.60026e+13 2.37645e+13 4.08264e+13 9.58181e+13 6.18561e+13 7.30187e+13 5.90279e+13 4.60247e+13 4.40541e+13 4.31854e+13 5.31341e+13 3.5003e+13 3.29444e+13 7.25206e+13 5.91502e+13 3.04023e+13 3.04937e+13 3.02599e+13 3.34866e+13 2.97973e+13
threshold=34.010000000000012 1.5000000000000002 6.0000000000000009 3.5000000000000004 37.804148700000006 28.980000000000004 15.450000000000001 25.305000000000003 75.000000000000014 30.472130500000002 30.438492500000006 6.0000000000000009 75.000000000000014 55.728148450000006 55.801384500000005 13.500000000000002 55.649510000000014 12.500000000000002 55.046782850000007 55.768246800000007 37.631035900000008 55.667390500000003 29.015000000000004 55.554045200000012 37.46219940000001 16.500000000000004 37.475446350000006 37.503969450000007 22.500000000000004 61.400814300000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -3 8 -8 10 -7 -1 13 16 15 17 22 -15 -14 -17 27 -18 24 25 -13 -24 -27 28 -21 -20
right_child=-2 2 3 -5 -6 9 7 -9 -10 -11 -12 12 18 14 -16 19 21 -19 29 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=723.22532373530964 -42.167642623856757 2311.52751967002 -64194.210329026442 123844.63521634616 -4851.2984734105567 32818.237436885414 -165382.82113095239 -4650.5332160691842 -22115.674897697598 63093.689517271756 -35330.047073184745 17981.419854716656 -2423.6296315365007 -4644.0344559166506 -9853.2147960105958 -38558.649575735348 39643.123208052508 128819.58733836208 825.93444568067321 46591.562325917126 28549.341950757575 7567.1499067385994 -7197.0398729063636 -34990.577993821462 -13605.892400310291 5222.4751679548981 77207.541693417399 -131449.94054694378 -130334.15566406251 8002.7088404613432
leaf_weight=427977 3522711 3633 52 26 859 317 21 9734 1648 204 68 1126 49274 237 2192 868 437 29 40875 23 33 1536 556 973 1252 141 101 142 20 6739
leaf_count=427977 3522711 3633 52 26 859 317 21 9734 1648 204 68 1126 49274 237 2192 868 437 29 40875 23 33 1536 556 973 1252 141 101 142 20 6739
internal_value=0 269.545 -3635.04 10869.4 8911.12 27354.1 -5107.09 -7470.66 -23918.3 35436.4 20781.7 390.525 -945.772 -7143 -20228.8 -37050.8 432.315 9906.51 -327.508 -48552.3 -88343.3 14671.7 -6339.01 -16664.6 1350.93 5680.17 35265.8 -109194 -35699.5 1841.69
internal_weight=0 551093 16562 1526 1500 641 15036 11403 1669 589 385 534531 106554 9666 3544 1352 6122 266 96888 1086 218 1973 4149 1771 2378 798 242 185 43 47614
internal_count=4073804 551093 16562 1526 1500 641 15036 11403 1669 589 385 534531 106554 9666 3544 1352 6122 266 96888 1086 218 1973 4149 1771 2378 798 242 185 43 47614
is_linear=0
shrinkage=0.1


Tree=1089
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 1 1 1 1 1 6 5 6 6 5 6 6 7 4 3 4 6 4 4 7 6 3 7 4
split_gain=4.91943e+12 8.1749e+13 1.21618e+14 3.03319e+14 2.755e+14 2.16054e+14 1.92873e+14 1.92569e+14 1.78488e+14 1.36123e+14 2.48254e+14 1.25017e+14 1.11795e+14 1.40128e+14 8.5995e+13 7.46237e+13 1.21051e+14 2.28931e+14 8.2236e+13 8.98083e+13 6.96219e+13 6.41601e+13 6.08297e+13 5.83328e+13 7.73214e+13 6.22729e+13 5.40873e+13 5.09699e+13 4.87101e+13 2.20222e+14
threshold=55.81943720000001 55.812023600000011 37.442254400000003 37.425454150000007 37.488790500000007 23.500000000000004 49.095306150000006 37.503969450000007 49.111590500000005 49.030112300000006 49.111590500000005 53.995000000000012 3.5000000000000004 106.49500000000002 55.805000000000007 1.5000000000000002 55.405000000000008 56.010000000000012 6.0000000000000009 6.5000000000000009 17.500000000000004 20.500000000000004 110.01500000000001 22.500000000000004 21.500000000000004 6.0000000000000009 89.00500000000001 13.500000000000002 6.0000000000000009 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 12 11 6 7 -6 26 -7 14 -4 13 28 -11 16 -10 -18 19 -17 22 -21 -15 24 27 -26 -8 -9 29 -3
right_child=-2 2 4 -5 5 9 8 23 15 10 -12 -13 -14 20 -16 18 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=36.83487356624223 -152.32255651986929 125697.29705289204 -27142.260569724058 138340.81275309992 98311.271543768278 35534.783008215207 75925.237054813275 -7775.4047531813085 7366.7156640193207 145380.11684782611 21422.618721132021 -115078.31597529732 123650.22873587102 -220856.5900799419 392921.30972222221 -4558.9592090201468 -216706.8272887324 45174.887971230164 -3426.0051704129569 76086.980091044752 63969.992555375538 5265.7312625122067 -57882.202056760201 -86475.280456542969 5548.0281250000007 151363.52233796296 187505.51577524038 -55036.02432323392 -12261.437744374874 14036.328744995993
leaf_weight=2663600 1394478 192 468 218 171 970 264 6904 1046 23 74 247 94 43 36 273 71 63 523 638 22 160 49 96 64 54 52 236 469 2206
leaf_count=2663600 1394478 192 468 218 171 970 264 6904 1046 23 74 247 94 43 36 273 71 63 523 638 22 160 49 96 64 54 52 236 469 2206
internal_value=0 79.2776 7268.03 24355.6 2742.22 6419.26 2042.2 -6595.56 23077.5 48543 143415 -57520.2 16274.7 12888.9 296422 14965.8 -4097.1 -93583.3 29077.5 44950 -95839.7 61887.2 -134055 -9034.92 -8010.64 72277.2 94286.5 -9337.52 17212.2 22976.7
internal_weight=0 2.67933e+06 15726 3293 12433 11718 10615 7525 3090 1103 133 715 3075 2981 59 2774 1180 134 1594 1071 114 798 92 7354 7258 118 316 7140 2867 2398
internal_count=4073804 2679326 15726 3293 12433 11718 10615 7525 3090 1103 133 715 3075 2981 59 2774 1180 134 1594 1071 114 798 92 7354 7258 118 316 7140 2867 2398
is_linear=0
shrinkage=0.1


Tree=1090
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 4 0 7 2 0 0 4 4 4 5 4 3 0 0 4 0 0 4 6 6 0 6 4 4 6
split_gain=4.70521e+12 5.68901e+13 6.99226e+13 7.19446e+13 3.30787e+14 1.05408e+14 8.07846e+13 8.1202e+13 8.88419e+13 8.58115e+13 8.17858e+13 7.74331e+13 7.12539e+13 1.37346e+14 7.18455e+13 6.88086e+13 9.86429e+13 6.43551e+13 6.36537e+13 3.96907e+14 2.99064e+14 1.64134e+14 1.25052e+14 8.36284e+13 2.57419e+14 9.60372e+13 6.42293e+13 6.3811e+13 1.76919e+14 6.19977e+13
threshold=37.649344350000007 37.631035900000008 67.00500000000001 55.721784200000009 55.759969450000007 4.5000000000000009 55.702806750000008 6.0000000000000009 75.000000000000014 55.60524465000001 55.418618900000006 3.5000000000000004 11.500000000000002 10.500000000000002 1.5000000000000002 24.500000000000004 14.500000000000002 55.696737300000009 55.834019500000004 22.500000000000004 55.81943720000001 55.866549750000011 20.500000000000004 38.205000000000005 36.905000000000008 55.81943720000001 63.140000000000008 15.500000000000002 16.500000000000004 79.710000000000022
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 -1 3 6 -5 11 7 8 9 -3 -10 -6 13 14 -11 16 -4 -9 19 23 -21 22 -20 24 -7 -25 -23 -26 -29 -17
right_child=-2 2 15 4 5 18 -8 17 10 12 -12 -13 -14 -15 -16 29 -18 -19 21 20 -22 26 -24 25 27 -27 -28 28 -30 -31
leaf_value=96.52315678118272 -55.712961624566553 -39049.286001240711 20357.754596553368 86225.135456424454 17078.171617296008 7268.8025201378805 -44697.600132921012 -23774.303002697565 -12656.506735217525 81748.413983898645 54168.116156250006 165879.45513565963 41457.915781123025 -181957.51616847829 -39093.420591971546 -40773.280874778196 85901.528633040492 21639.844482365363 23329.406666745108 -116105.04167239013 -534764.66547619051 5597.869673485262 115777.11316414893 8827.2778158231213 -60905.314411569154 -132751.86846699618 -37034.454862695813 -444143.04337635869 -123302.411328125 25318.527136087974
leaf_weight=847130 3210903 476 2155 515 72 328 504 1788 255 82 650 68 423 46 123 317 257 378 415 91 21 3588 226 2157 47 49 392 23 68 257
leaf_count=847130 3210903 476 2155 515 72 328 504 1788 255 82 650 68 423 46 123 317 257 378 415 91 21 3588 226 2157 47 49 392 23 68 257
internal_value=0 207.311 6158.22 2940.31 8683.88 3391.14 -6857.19 -2338.94 11900.7 -6544.29 35339.1 89353.1 16411.8 -25797.5 9243.31 19936.2 27341.5 -15848.8 1765.93 -10179 -194604 8962.34 55924.1 -2448.59 -40940.4 5682.5 1398.91 -155525 -204394 -11181.7
internal_weight=0 862901 15771 12785 8060 7545 4725 4221 2055 1150 905 140 674 251 205 2986 2412 2166 7405 2784 112 4621 641 2672 466 2206 3980 138 91 574
internal_count=4073804 862901 15771 12785 8060 7545 4725 4221 2055 1150 905 140 674 251 205 2986 2412 2166 7405 2784 112 4621 641 2672 466 2206 3980 138 91 574
is_linear=0
shrinkage=0.1


Tree=1091
num_leaves=31
num_cat=0
split_feature=2 1 1 1 6 1 0 1 6 0 0 6 4 7 4 4 4 6 0 1 0 1 1 6 1 6 2 0 0 0
split_gain=4.68387e+12 2.97465e+13 2.78526e+13 1.14628e+14 1.09062e+14 8.21965e+13 1.81756e+14 1.14835e+14 7.65859e+13 7.44892e+13 6.71943e+13 7.09804e+13 6.579e+13 1.50244e+14 7.62337e+13 6.27384e+13 1.24339e+14 5.88651e+13 5.21269e+13 1.25458e+14 5.87375e+13 1.73141e+14 8.33911e+13 1.42881e+14 1.02286e+14 9.91825e+13 8.31872e+13 6.5541e+13 8.20532e+13 1.04911e+14
threshold=3338.0000000000005 91.443676550000006 56.805602900000004 60.307188350000011 38.205000000000005 56.128886000000001 58.08467765000001 54.62357655000001 87.395000000000024 61.78914120000001 57.978821400000008 168.45000000000002 9.5000000000000018 6.0000000000000009 7.5000000000000009 10.500000000000002 20.500000000000004 78.605000000000004 57.205086850000008 60.770858000000011 54.962581500000006 72.839788400000018 82.965501500000016 90.045000000000016 82.966990000000024 86.920000000000016 4046.5000000000005 54.943815050000005 54.810424650000009 53.379556850000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 10 -6 9 -9 -7 12 13 -12 -15 -4 -17 -8 20 -20 21 -5 23 -23 25 -24 -26 28 29 -28
right_child=2 -3 3 18 5 6 17 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-100.71543127435943 -2372.7512579258359 10703.499608609967 -4350.7496145470568 -31495.04186837441 1715.7530548309865 961.72782164382011 -9591.063931835637 -8916.2437196488154 -75975.055403645834 -89600.724322248949 17867.024410186157 162064.31806344699 9617.7365963727698 101861.10705336419 29257.595819214359 -36324.538404704472 50919.441285093584 -58575.486266312626 -40495.566643726765 -3219.6302480022605 574.64612440430403 -2782.080269513267 11498.129593495774 -45821.143282396668 -41724.548633857194 -20484.487570904919 1346.7872273185785 -2916.5012418826213 6475.8636975887985 -6534.3717466894032
leaf_weight=2403736 77255 2551 43531 1850 238847 4130 3022 5195 186 117 4429 33 8054 345 249 1292 187 267 949 18588 938878 106033 11983 777 482 1055 96723 59363 23233 20464
leaf_count=2403736 77255 2551 43531 1850 238847 4130 3022 5195 186 117 4429 33 8054 345 249 1292 187 267 949 18588 938878 106033 11983 777 482 1055 96723 59363 23233 20464
internal_value=0 -89.2615 128.807 -78.8374 933.212 1897.45 7974.95 1386.84 -12901.9 -10693.4 12084.8 15588.8 15219.2 24200.7 71426.3 -5038.92 -25293.7 -13567.6 95.5279 -5030.29 174.954 -990.592 -814.301 -3095.17 327.83 8910.18 -230.913 -130.805 1046.86 -29.475
internal_weight=0 2.40629e+06 1.66752e+06 1.32539e+06 342129 264874 20529 244345 5498 5312 17240 13110 13077 5023 594 45010 1479 3289 1.28038e+06 19537 1.26084e+06 321963 320113 106810 213303 13038 200265 199783 140420 117187
internal_count=4073804 2406287 1667517 1325388 342129 264874 20529 244345 5498 5312 17240 13110 13077 5023 594 45010 1479 3289 1280378 19537 1260841 321963 320113 106810 213303 13038 200265 199783 140420 117187
is_linear=0
shrinkage=0.1


Tree=1092
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 4 4 6 6 4 3 6 6 0 6 1 1 4 1 6 1 1 4 4 3 4 0 6 6 0
split_gain=4.98329e+12 3.65814e+13 1.05907e+14 1.61055e+14 2.64019e+14 3.70786e+14 7.28133e+13 6.36418e+13 6.33765e+13 5.48568e+13 7.50669e+13 5.26602e+13 5.21314e+13 5.02117e+13 9.23936e+13 7.92961e+13 1.5928e+14 7.01434e+13 6.81092e+13 8.379e+13 4.66013e+13 1.25134e+14 6.81081e+13 9.08482e+13 4.81514e+13 6.16331e+13 5.30631e+13 4.68422e+13 6.40458e+13 8.60159e+13
threshold=44.990874950000006 37.331232350000008 44.895258050000002 37.290808600000013 13.500000000000002 14.500000000000002 11.500000000000002 47.420000000000009 56.805000000000007 20.500000000000004 17.500000000000004 59.505000000000003 70.50500000000001 44.739668300000005 76.605000000000004 37.740454950000007 38.430814800000007 3.5000000000000004 37.755233900000007 75.010000000000005 38.066230450000006 37.780517050000007 5.5000000000000009 7.5000000000000009 19.500000000000004 25.500000000000004 43.550475500000012 39.810000000000009 84.00500000000001 44.685196900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -1 -8 12 -11 -5 -9 18 15 -15 17 -17 19 -3 21 22 -20 -24 -22 26 -26 -23 -29 -30
right_child=-2 13 3 4 5 -7 8 9 -10 10 -12 -13 -14 14 -16 16 -18 -19 20 -21 24 27 23 -25 25 -27 -28 28 29 -31
leaf_value=-5856.4979445445679 26.721595823163511 -9082.4281472384646 -2092.8060420075258 12691.926532418987 457959.32940538193 -22512.860843211209 67883.407205970841 10858.634959452946 229768.66633911134 33787.92867413949 216112.32413194445 58126.535248051223 -5482.1609861849274 1591.661241595438 -24503.127586853538 -10301.978995474463 -2131.284343411769 -38735.540721763769 8094.6592023644425 -69355.200551317568 -629.3364121980776 -645.05195340009141 -39985.035787558023 -4574.999784251414 182476.73841145833 -98711.432979910722 40341.055350729417 17552.215688405104 -18558.809189414427 50652.097825010802
leaf_weight=7802 3849121 4215 1347 727 36 29 99 5871 32 138 27 393 2925 16396 2154 1489 9620 2079 3888 244 143852 2607 798 7871 30 28 211 8517 1041 217
leaf_count=7802 3849121 4215 1347 727 36 29 99 5871 32 138 27 393 2925 16396 2154 1489 9620 2079 3888 244 143852 2607 798 7871 30 28 211 8517 1041 217
internal_value=0 -457.777 3689.88 22215 47095.3 243595 36885.5 746.948 107428 6496.32 63622.8 28634.6 5424.71 -850.32 -4507.42 -3051.55 -8824.22 -26869.6 -181.407 -12380.6 140.35 4131.54 -2902.43 -7834.57 -550.294 41718.8 58034.3 11264.9 14441.3 -6620.2
internal_weight=0 224683 19426 2663 1316 65 1251 16763 131 8961 165 1120 8796 205257 31738 29584 13188 3568 173519 4459 169060 24939 12557 8669 144121 269 241 12382 9775 1258
internal_count=4073804 224683 19426 2663 1316 65 1251 16763 131 8961 165 1120 8796 205257 31738 29584 13188 3568 173519 4459 169060 24939 12557 8669 144121 269 241 12382 9775 1258
is_linear=0
shrinkage=0.1


Tree=1093
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 0 7 2 0 0 4 0 6 0 1 4 0 4 1 5 1 0 0 0 4 1 3 0 0 4
split_gain=5.1788e+12 3.11186e+13 4.61509e+13 4.05925e+13 6.35835e+13 8.13922e+13 6.72565e+13 5.77422e+13 3.96178e+13 3.59029e+13 9.3108e+13 7.08322e+13 5.03699e+13 7.19501e+13 4.58084e+13 7.29931e+13 8.80244e+13 1.07821e+14 4.89622e+13 4.60842e+13 5.51547e+13 4.55677e+13 5.0995e+13 4.31954e+13 4.31717e+13 4.21318e+13 3.90062e+13 4.57388e+13 3.889e+13 3.68904e+13
threshold=41.505000000000003 45.005000000000003 38.066230450000006 5.5000000000000009 8.5000000000000018 59.963561900000009 6.0000000000000009 3338.0000000000005 60.034792100000011 55.030407050000001 7.5000000000000009 54.947759400000002 42.005000000000003 54.942865800000007 39.843340650000009 5.5000000000000009 55.039488700000007 24.500000000000004 82.956351500000011 1.5000000000000002 49.195555600000006 56.782540950000005 56.858606850000008 54.962581500000006 9.5000000000000018 83.011163250000024 1.5000000000000002 55.013931500000005 55.633951400000008 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 7 5 -5 8 -2 -7 10 -4 12 13 -12 28 -16 17 25 -19 20 -18 -22 -23 -13 -14 -17 27 -25 -11 -30
right_child=1 -3 9 4 -6 6 -8 -9 -10 14 11 23 24 -15 15 16 19 18 -20 -21 21 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=164.23058125728005 5425.2920074892754 70.886834322552517 -2820.1543279183816 -7575.7394898382736 337.8951764085391 -58074.380352995766 -128036.60208264804 -5079.9950265660191 17021.236666531036 -436.35004011849662 7752.0446732107366 24528.729923027699 4534.278863821547 -6132.8029642033234 191.51557725097905 -987.81093266516677 3817.5953990576595 -6335.9756973610783 -75208.751495771765 -7343.7311553362615 -7130.4309544810349 11184.274381699335 -3074.2960716116777 19611.136021238191 -2732.7172535399095 -32340.588677574182 8231.3752976607684 -16161.28170511465 -9009.8945203550702 -38940.018693474267
leaf_weight=1305005 30582 2315699 81511 4457 73425 201 95 6312 108 6283 16418 1418 10320 4830 80566 1323 12854 133 461 21523 18630 3360 9895 478 39332 634 12840 1417 13269 425
leaf_count=1305005 30582 2315699 81511 4457 73425 201 95 6312 108 6283 16418 1418 10320 4830 80566 1323 12854 133 461 21523 18630 3360 9895 478 39332 634 12840 1417 13269 425
internal_value=0 -77.406 -835.3 893.368 -395.387 -11471.6 -54450.8 3628 -31827.4 -1424.52 -391.337 1882.86 521.328 4595.8 -2452.86 -1851.42 -4243.29 -22471.5 -59787.7 -3541.53 -1712.37 -3941.69 540.098 7858.98 -1222.3 -11145 6254.8 -7137.95 -6950.16 -9938.79
internal_weight=0 2.7688e+06 453100 115180 78286 4861 404 36894 309 337920 168564 87053 70900 21248 169356 149379 68813 2551 594 66262 44739 31885 13255 16153 49652 1957 14735 1895 19977 13694
internal_count=4073804 2768799 453100 115180 78286 4861 404 36894 309 337920 168564 87053 70900 21248 169356 149379 68813 2551 594 66262 44739 31885 13255 16153 49652 1957 14735 1895 19977 13694
is_linear=0
shrinkage=0.1


Tree=1094
num_leaves=31
num_cat=0
split_feature=4 1 1 4 3 0 4 0 6 3 7 0 1 0 1 0 0 6 0 0 1 0 6 0 1 4 0 0 0 1
split_gain=5.38071e+12 3.98605e+13 8.67817e+13 1.22407e+14 1.08213e+14 8.9359e+13 9.82689e+13 8.87211e+13 9.55436e+13 8.51579e+13 1.24466e+14 1.22545e+14 1.05653e+14 1.42391e+14 1.37058e+14 8.78276e+13 8.04059e+13 7.5785e+13 7.42082e+13 7.37323e+13 1.15285e+14 9.44692e+13 9.11798e+13 6.92073e+13 1.18701e+14 1.42734e+14 7.62811e+13 6.76671e+13 6.63908e+13 6.61939e+13
threshold=10.500000000000002 38.893394150000006 38.430814800000007 5.5000000000000009 11.500000000000002 54.188398350000007 4.5000000000000009 44.685196900000008 64.015000000000015 2.5000000000000004 6.0000000000000009 55.81943720000001 38.109452700000006 55.768246800000007 37.618684050000006 55.801384500000005 55.123213100000008 67.91500000000002 55.753967500000009 59.990753350000013 30.315889700000003 60.002985000000002 39.025000000000013 55.759969450000007 37.503969450000007 8.5000000000000018 54.707511300000007 55.783232450000007 44.878071950000013 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 28 -1 -9 10 -5 12 14 -14 23 18 -7 -8 -16 22 21 -21 -11 26 25 -25 -12 -26 -4 -23
right_child=-2 -3 5 4 -6 16 17 8 -10 19 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 29 -24 24 27 -27 -28 -29 -30 -31
leaf_value=12090.70687719956 -148.51480643093055 298.7704875417125 20448.859191552248 -2652.9523563893345 -127876.04843750001 6427.2610949087211 -20224.39631636547 1958.7853599592313 -3258.6503541448169 -4140.1199544781985 14498.96269693358 -24816.194291671185 31869.503274356623 286237.25300925929 -23882.343448960222 149993.2501880787 -5318.7676031740239 -61514.495255985523 -79629.055941871615 -52978.918565832289 -1148.8434592061492 7289.6284073978231 1023.3504116064832 -114382.49133731618 326015.35312500002 41150.661753838373 -11561.325477516186 83331.611400462978 -12481.324771458341 -20032.211987970812
leaf_weight=7446 1525805 1988356 954 51495 68 7250 3509 191618 42969 44504 1715 5568 119 27 1731 27 29709 509 277 701 11191 1149 147697 68 20 446 3255 27 1709 3885
leaf_count=7446 1525805 1988356 954 51495 68 7250 3509 191618 42969 44504 1715 5568 119 27 1731 27 29709 509 277 701 11191 1149 147697 68 20 446 3255 27 1709 3885
internal_value=0 88.9344 -656.593 -294.454 -1742.1 -4938.55 -15581.6 1344.22 1003.11 -1710.79 -4879.01 -13510.9 -5348.53 78910.1 -6974.45 -29163.5 -3014.63 -25455 -31572.5 -729.463 -7056.85 -18585.5 -172.247 1189.49 34483.9 20574.3 -2568.69 186601 -684.331 -13796.1
internal_weight=0 2.548e+06 559643 516003 273970 43640 6681 242033 234587 273902 64775 13280 7712 146 7566 2035 36959 4018 2008 209127 16926 5735 192201 5531 561 514 4970 47 2663 5034
internal_count=4073804 2547999 559643 516003 273970 43640 6681 242033 234587 273902 64775 13280 7712 146 7566 2035 36959 4018 2008 209127 16926 5735 192201 5531 561 514 4970 47 2663 5034
is_linear=0
shrinkage=0.1


Tree=1095
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 6 7 1 6 4 6 6 7 2 0 4 1 0 0 4 7 4 4 1 6 1 0 4 4 6
split_gain=5.1082e+12 2.35029e+13 2.22072e+13 8.21432e+13 1.2312e+14 7.46997e+13 6.3545e+13 5.01389e+13 7.2024e+13 6.16897e+13 1.80344e+14 1.51185e+14 7.11758e+13 1.12991e+14 7.2883e+13 1.20797e+14 9.00238e+13 6.80435e+13 7.94118e+13 6.10089e+13 6.08358e+13 1.17046e+14 1.02314e+14 7.95393e+13 1.10035e+14 9.70293e+13 1.09684e+14 1.09086e+14 1.48723e+14 1.07585e+14
threshold=44.895258050000002 47.800771000000005 47.17130860000001 43.80299105000001 13916.000000000002 63.705000000000005 6.0000000000000009 43.047633000000012 39.810000000000009 8.5000000000000018 134.05000000000004 125.02000000000002 6.0000000000000009 9613.5000000000018 43.550475500000012 5.5000000000000009 43.56803845000001 44.046956350000009 43.687280500000007 12.500000000000002 6.0000000000000009 20.500000000000004 4.5000000000000009 38.109452700000006 46.010000000000012 39.718675700000013 44.046956350000009 4.5000000000000009 10.500000000000002 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 7 5 -5 -4 20 -9 10 12 17 14 -14 -10 16 -16 18 -11 -19 22 23 -1 -22 -25 26 27 -26 29 -29
right_child=-2 -3 6 4 -6 -7 -8 8 9 11 -12 -13 13 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=4309.602014086553 26.00624051397406 -9917.50544934143 6878.823476745536 -9234.3720933833738 603.2378290674917 -30630.513551147011 -3904.4509361477831 -7470.8999992918079 21131.776377927545 1276.3818104689151 101443.34853204901 -82219.130648009421 42492.786116141411 -25932.450270641348 -95.022182129878104 49233.488531991643 -86789.615851814524 -43840.615558839374 37780.300533295806 47436.78395257995 -3102.450234342331 32951.635355689861 -2979.5489648131302 -1470.6381463745961 -10365.276859495812 12464.465651410088 18463.870268726016 286503.60218211211 47433.380856869349 120401.27827025343
leaf_weight=23747 3865320 2607 13710 4101 7893 2710 9087 4111 5127 4872 220 219 309 1102 3517 503 124 493 679 86 11630 1325 101840 4345 97 3093 570 58 190 119
leaf_count=23747 3865320 2607 13710 4101 7893 2710 9087 4111 5127 4872 220 219 309 1102 3517 503 124 493 679 86 11630 1325 101840 4345 97 3093 570 58 190 119
internal_value=0 -482.159 -362.68 -729.17 -7897 -17747.6 2580.56 -103.215 4423.74 7258.29 11821.8 -577.806 9976 -10947.8 13160.5 3298.34 -3047.54 2338.91 5741.55 -30283 -761.008 4163.83 -1601.26 2266.31 9636.33 21330 47849.4 83948 108875 174830
internal_weight=0 208484 205877 183080 14704 6811 22797 168376 21362 17251 10902 6349 10682 1411 9271 4144 3641 6130 5551 579 147014 21427 125587 20102 8472 4127 1034 464 367 177
internal_count=4073804 208484 205877 183080 14704 6811 22797 168376 21362 17251 10902 6349 10682 1411 9271 4144 3641 6130 5551 579 147014 21427 125587 20102 8472 4127 1034 464 367 177
is_linear=0
shrinkage=0.1


Tree=1096
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 0 2 5 4 0 0 1 1 3 1 0 3 7 4 0 1 0 4 1 6 4 1 1 7 0
split_gain=4.74326e+12 2.66717e+13 3.75392e+13 3.63745e+13 3.85209e+13 3.3688e+13 6.55102e+13 7.49969e+13 7.02417e+13 5.92832e+13 5.36999e+13 1.70278e+14 1.59952e+14 9.61432e+13 1.26354e+14 1.61876e+14 1.14981e+14 6.95265e+13 1.44777e+14 1.1725e+14 1.03257e+14 7.34989e+13 6.43154e+13 6.07676e+13 5.61305e+13 5.3583e+13 8.17951e+13 1.16871e+14 1.56534e+14 9.31376e+13
threshold=41.505000000000003 45.005000000000003 38.247071200000008 38.893394150000006 1.5000000000000002 55.791814000000009 75.000000000000014 1.5000000000000002 4.5000000000000009 55.866549750000011 55.743464250000009 37.503969450000007 37.618684050000006 3.5000000000000004 37.543519500000009 55.768246800000007 19.500000000000004 6.0000000000000009 6.5000000000000009 55.775215600000003 37.517483500000004 55.768246800000007 9.5000000000000018 37.563506350000004 44.010000000000012 16.500000000000004 37.543519500000009 37.600779750000008 6.0000000000000009 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -9 -10 -2 -12 13 14 -13 22 17 18 -15 21 24 23 -16 -20 -19 26 -7 -28 29 -29
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 11 12 -14 16 15 -17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=157.17305260584192 1447.8734942016117 63.209245631869038 4804.3774796397493 -1142.8439128959724 -10427.202383907363 -1538.4094135763326 422.7841969310889 -136752.58858477618 -4822.9677035405084 22837.419278117264 -25249.225607893124 9903.6011406250018 8401.1341082381023 -68090.906293601554 186127.36746258804 49774.406003614407 94452.693921890881 36407.624509595793 22617.770352285879 150997.57097778321 -38496.758808500446 -102283.05709635417 365091.87282366073 181454.37515120968 233717.3384672619 -10999.871864724657 -98361.251888491242 -172416.64880087212 20219.030555660906 -23459.645681688264
leaf_weight=1305005 51679 2315699 2098 320997 7960 462 55625 37 3328 1010 1039 100 3573 87 71 87 246 46 108 128 314 36 28 31 21 3166 346 86 309 82
leaf_count=1305005 51679 2315699 2098 320997 7960 462 55625 37 3328 1010 1039 100 3573 87 71 87 246 46 108 128 314 36 28 31 21 3166 346 86 309 82
internal_value=0 -74.0796 -775.734 -1328.39 -7250.04 723.382 -847.166 -8850.9 446.883 1617.09 2480.92 11506.6 19338.6 49330.7 100554 149290 34925.9 15932.9 45613.8 78261.7 -14449.3 25060.7 236744 58041.8 98251 -17989.9 -35212.1 -54115.2 -22020.6 -99711.4
internal_weight=0 2.7688e+06 453100 331055 10058 122045 64451 8826 4375 4338 57594 5915 4876 1303 286 186 1017 771 390 303 381 175 99 139 67 4451 1285 823 477 168
internal_count=4073804 2768799 453100 331055 10058 122045 64451 8826 4375 4338 57594 5915 4876 1303 286 186 1017 771 390 303 381 175 99 139 67 4451 1285 823 477 168
is_linear=0
shrinkage=0.1


Tree=1097
num_leaves=31
num_cat=0
split_feature=6 6 0 1 1 5 4 1 4 4 4 7 4 6 4 0 6 7 1 4 1 2 4 1 4 1 4 5 3 6
split_gain=4.67065e+12 2.90159e+13 3.19553e+13 6.49137e+13 2.93519e+13 2.6206e+13 2.52117e+13 2.55476e+13 3.17642e+13 3.82032e+13 7.63825e+13 3.98879e+13 3.45186e+13 3.14276e+13 2.78546e+13 3.65284e+13 2.84775e+13 2.76053e+13 2.52779e+13 2.30181e+13 2.83525e+13 4.35556e+13 3.49924e+13 4.35569e+13 3.06395e+13 4.30111e+13 2.88455e+13 2.82153e+13 2.48772e+13 3.48805e+13
threshold=31.005000000000006 33.57500000000001 43.687280500000007 39.939672500000007 30.315889700000003 5.5000000000000009 10.500000000000002 30.242318500000007 13.500000000000002 20.500000000000004 19.500000000000004 6.0000000000000009 24.500000000000004 32.005000000000003 11.500000000000002 59.990753350000013 32.805000000000007 6.0000000000000009 30.303340300000002 22.500000000000004 37.131181300000009 2810.0000000000005 16.500000000000004 30.362494150000003 21.500000000000004 30.389265100000003 18.500000000000004 2.5000000000000004 1.5000000000000002 29.715000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 19 18 8 -8 10 -10 -12 -11 -13 15 16 -9 -17 -4 20 21 22 -1 26 -25 -26 -24 -23 -22 -30
right_child=1 -3 4 -5 -6 -7 7 14 9 12 11 13 -14 -15 -16 17 -18 -19 -20 -21 28 27 23 24 25 -27 -28 -29 29 -31
leaf_value=4940.6877477689923 22015.055789324968 -34.620026615168683 2914.6880783151591 -5883.9194653416298 768.35103733935125 -114859.3041796875 -10875.729422822164 86316.337760416674 12470.495795104658 -14787.18947436167 10552.924024917142 176052.51581122819 18202.428347950958 76192.083410023843 16924.155918928707 209617.2278125 -47284.336558493589 73957.622109375006 -25717.088164060689 -4324.1780057629603 -2553.5212735916971 -3305.2117718351928 27814.421088597286 28589.998316887868 164056.66420671332 42031.183659016009 -22564.492071878689 -119420.70379464288 1353.0112204579636 -1302.9641631209136
leaf_weight=13069 2065 3604074 3627 1399 178143 20 847 27 1133 753 66 43 548 118 1700 20 39 60 337 14097 46612 6007 199 586 43 88 265 21 98116 99682
leaf_count=13069 2065 3604074 3627 1399 178143 20 847 27 1133 753 66 43 548 118 1700 20 39 60 337 14097 46612 6007 199 586 43 88 265 21 98116 99682
internal_value=0 29.0224 1230.39 10747.5 1054.53 -395.043 6525.77 11001.5 5990.57 11359.1 23078.3 76023.9 -891.486 102863 20524 62440.1 7370.48 107873 480.554 -386.831 -177.132 3416.02 6430.33 22914.8 38363.9 82085.3 -958.019 -3709.73 -475.246 14.5096
internal_weight=0 3.795e+06 190925 3464 187461 278805 9318 5354 3508 2661 1360 227 1301 161 1846 146 66 80 3964 278785 264688 20278 14250 1181 717 131 464 6028 244410 197798
internal_count=4073804 3794999 190925 3464 187461 278805 9318 5354 3508 2661 1360 227 1301 161 1846 146 66 80 3964 278785 264688 20278 14250 1181 717 131 464 6028 244410 197798
is_linear=0
shrinkage=0.1


Tree=1098
num_leaves=31
num_cat=0
split_feature=4 1 4 1 1 3 0 0 3 6 6 1 1 6 0 0 0 4 1 1 0 4 0 1 0 0 6 6 1 4
split_gain=4.75372e+12 3.53943e+13 6.90193e+13 6.12561e+13 1.61664e+14 9.26417e+13 1.02154e+14 3.33897e+14 6.05441e+13 1.02946e+14 6.68289e+13 5.72487e+13 6.8782e+13 5.74094e+13 5.61228e+13 1.58377e+14 3.25949e+14 1.89983e+14 1.42846e+14 1.56875e+14 2.20077e+14 1.06552e+14 9.91038e+13 1.39516e+14 2.6938e+14 1.12498e+14 1.01094e+14 9.75098e+13 9.11058e+13 1.05666e+14
threshold=10.500000000000002 37.957884500000006 11.500000000000002 60.636764050000004 60.590708550000009 5.5000000000000009 56.818587550000011 56.83050475000001 9.5000000000000018 142.05000000000004 90.045000000000016 82.901648750000021 82.941727000000014 149.05000000000004 55.579943700000008 55.696737300000009 55.702806750000008 14.500000000000002 37.978059650000013 38.011626600000007 56.148747500000006 24.500000000000004 55.145978450000008 61.29689960000001 55.161746650000005 55.193450100000007 91.02500000000002 84.810000000000016 39.843340650000009 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 8 -6 -7 -8 10 -10 -3 13 -13 -5 22 27 17 -17 -18 20 -20 -19 -4 25 -25 -24 -27 -16 -21 -30
right_child=1 2 14 11 5 6 7 -9 9 -11 -12 12 -14 -15 15 16 18 21 19 28 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=83.59233333165831 416.91928791479444 -2539.9887846546603 -67.50283392365462 -17715.301257964744 13252.921014404297 -27592.761335834704 496349.12174479174 85330.962534877239 -10993.997377026608 -100930.2622159091 22325.103570035553 17262.534981289642 -11600.904242438492 -87147.490356045077 -11613.34054947066 84258.48290195399 -15217.636020603408 1381.0559164179776 12049.284191750172 -7979.0038262501639 238947.16747819769 45379.962603254382 34874.167234497072 22616.878010130982 -11427.439315912045 6709.4155163928044 68642.50125891644 -57568.804234354866 -3267.5079599052583 849.06381773141732
leaf_weight=2547999 653419 7427 529951 4986 168 38 24 112 3555 132 1265 1148 2940 122 9617 570 7308 1324 7288 19784 43 942 2445 3436 7183 5848 276 485 109981 143988
leaf_count=2547999 653419 7427 529951 4986 168 38 24 112 3555 132 1265 1148 2940 122 9617 570 7308 1324 7288 19784 43 942 2445 3436 7183 5848 276 485 109981 143988
internal_value=0 -139.594 -556.424 -6097.19 -1602.25 66220.5 117362 157864 -3476.02 -14213.8 1078.78 -12315.1 -3495.42 -19373.6 -413.635 -1510.27 -1083.28 32653 -1415.04 -1056.18 13380.2 19671.9 188.121 7248.16 -411.687 16740.5 9500.65 -13819.7 -1442.78 -933.613
internal_weight=0 1.5258e+06 872386 21917 12721 342 174 136 12379 3687 8692 9196 4088 5108 850469 301330 291228 2836 288392 281084 7331 2266 549139 19188 10619 8569 6124 10102 273753 253969
internal_count=4073804 1525805 872386 21917 12721 342 174 136 12379 3687 8692 9196 4088 5108 850469 301330 291228 2836 288392 281084 7331 2266 549139 19188 10619 8569 6124 10102 273753 253969
is_linear=0
shrinkage=0.1


Tree=1099
num_leaves=31
num_cat=0
split_feature=1 1 2 6 5 0 6 6 0 7 1 4 4 0 6 5 0 0 2 0 3 0 1 6 4 0 4 4 1 6
split_gain=5.21443e+12 8.35645e+13 8.30933e+13 8.03081e+13 1.34754e+14 7.44088e+13 7.03813e+13 7.19976e+13 1.15615e+14 6.535e+13 8.56614e+13 1.48868e+14 1.01119e+14 1.28709e+14 1.26515e+14 1.15841e+14 1.96819e+14 1.36405e+14 1.23163e+14 1.93388e+14 9.83053e+13 9.54367e+13 8.80697e+13 1.80279e+14 2.27305e+14 1.20641e+14 1.43581e+14 1.16333e+14 1.05468e+14 1.02084e+14
threshold=37.131181300000009 37.234509300000006 75.000000000000014 61.025000000000006 1.5000000000000002 55.595177750000005 40.610000000000007 98.020000000000024 55.801384500000005 6.0000000000000009 30.624707450000006 13.500000000000002 12.500000000000002 60.028671700000011 102.04000000000001 1.5000000000000002 59.838047850000002 54.707511300000007 3338.0000000000005 59.91832440000001 2.5000000000000004 59.933037250000005 30.389265100000003 85.020000000000024 8.5000000000000018 54.73499850000001 5.5000000000000009 6.5000000000000009 30.452677500000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -6 -4 -8 -9 10 12 -12 15 -14 -15 -1 17 -17 -18 -20 -16 -21 25 -24 28 26 -19 -28 -25 -27
right_child=1 -3 6 -5 5 -7 7 8 -10 -11 11 -13 13 14 20 16 18 22 19 21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=4303.7597998670035 -12451.879063773809 9.9270738761214723 -931.41550031024565 -18913.597764930841 84085.246079009434 19820.775009583795 18784.32801632641 -68097.409431559252 44998.511039870697 -1788.8503162247384 -280.38395855430207 -11218.092359183898 6525.0501398992346 -877.18454212457573 -169400.96109829607 -24292.886949509844 -5721.5508508749563 -3767.4198209727324 89111.978325666103 -104957.22589285714 -33182.430501940362 7246.7732242108659 11676.603258849003 134153.11652444978 -35070.454817296282 3598.6780048250039 81672.723693172913 23281.982333857763 27124.218034362795 -16708.07789072979
leaf_weight=42795 1678 3543489 3106 2026 212 1200 7887 240 145 186977 80980 14703 65293 22476 58 1456 68122 1948 293 77 612 4885 6690 328 158 9733 398 2391 128 3320
leaf_count=42795 1678 3543489 3106 2026 212 1200 7887 240 145 186977 80980 14703 65293 22476 58 1456 68122 1948 293 77 612 4885 6690 328 158 9733 398 2391 128 3320
internal_value=0 42.9819 7144.31 -3440.62 6704.45 29469.5 11903.7 16723.1 -25502.8 -297.798 555.186 -1961.11 1596.74 4253.68 -2153.66 -49.6583 -1914.06 5463.96 -4583.66 10167.2 -44974.5 5505.6 7190.51 16436.1 68294.8 3394.56 17064.4 31614.5 104110 -1566.3
internal_weight=0 3.55998e+06 16494 5116 3090 1412 11378 8272 385 513821 326844 95683 231161 88439 23146 142722 99927 26550 73377 5255 670 4962 25094 7304 614 17790 4737 2789 456 13053
internal_count=4073804 3559983 16494 5116 3090 1412 11378 8272 385 513821 326844 95683 231161 88439 23146 142722 99927 26550 73377 5255 670 4962 25094 7304 614 17790 4737 2789 456 13053
is_linear=0
shrinkage=0.1


Tree=1100
num_leaves=31
num_cat=0
split_feature=4 4 2 0 7 0 1 1 0 1 1 0 0 1 0 0 3 4 1 0 4 6 3 1 1 0 0 6 5 4
split_gain=5.41988e+12 2.77598e+13 6.31098e+13 1.82903e+14 1.96903e+14 3.30664e+14 3.2555e+14 4.01779e+14 2.68337e+14 2.76384e+14 2.38112e+14 2.4584e+14 2.40935e+14 2.18043e+14 2.31541e+14 2.05166e+14 1.89625e+14 2.02743e+14 1.81378e+14 3.56841e+14 2.06735e+14 2.22894e+14 1.69128e+14 1.64043e+14 1.62752e+14 1.61093e+14 1.58928e+14 2.35448e+14 1.55773e+14 1.53821e+14
threshold=18.500000000000004 22.500000000000004 75.000000000000014 55.81943720000001 6.0000000000000009 55.783232450000007 37.534144550000008 37.618684050000006 55.768246800000007 37.488790500000007 37.649344350000007 55.749683450000006 55.759969450000007 37.586700500000006 55.768246800000007 55.749683450000006 3.5000000000000004 21.500000000000004 37.442254400000003 55.840017500000009 19.500000000000004 43.205000000000005 16.500000000000004 37.755233900000007 37.517483500000004 55.554045200000012 55.721784200000009 56.505000000000003 2.5000000000000004 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 -2 8 13 26 -10 15 23 -13 14 25 -9 -11 -18 19 20 -5 -22 -7 -12 -20 -8 29 -28 -26 -6
right_child=1 -3 -4 18 6 22 7 10 9 16 11 12 -14 -15 -16 -17 17 -19 24 -21 21 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=46.087738726215804 -12737.998395627548 271.16947179312501 -1865.5083020742197 22541.592083333337 -32183.265781954207 70147.417832971259 -139331.01328124999 -117319.869237547 28129.551898505029 -180272.05726436494 10547.491340982442 269453.81647058827 78371.33049870895 186534.2859689873 -10356.747542751737 9906.2600499633172 -22194.965169888143 -131646.69896125281 36801.245289159386 -7915.3789256387581 -74353.851292273117 -246536.82740927418 -64267.634751022204 75551.866173983275 289.47822057655151 141014.74156119791 2228.5681689160583 75982.333745898199 -33979.41117215644 10441.322530652991
leaf_weight=3512946 6653 343403 186600 75 1047 748 22 133 470 124 1158 85 295 214 225 2698 702 223 887 801 146 155 107 584 5042 300 918 819 1800 4424
leaf_count=3512946 6653 343403 186600 75 1047 748 22 133 470 124 1158 85 295 214 225 2698 702 223 887 801 146 155 107 584 5042 300 918 819 1800 4424
internal_value=0 -288.672 -1172.77 3016.68 7921.04 -5214.74 14750.4 33305.9 2601.23 -35596.4 22912 48237.2 121113 100956 67475.1 3929.19 -64148.5 -48581.7 -9070.19 -45640.2 -126006 -163020 53325.9 32340 -3501.19 121861 10650.9 37003.7 -8726.01 2284.14
internal_weight=0 560858 217455 30855 21949 7508 14441 5714 8727 1519 4953 2122 380 761 547 2831 1049 925 8906 1177 376 301 855 1742 7729 322 7208 1737 6842 5471
internal_count=4073804 560858 217455 30855 21949 7508 14441 5714 8727 1519 4953 2122 380 761 547 2831 1049 925 8906 1177 376 301 855 1742 7729 322 7208 1737 6842 5471
is_linear=0
shrinkage=0.1


Tree=1101
num_leaves=31
num_cat=0
split_feature=2 6 6 7 1 0 4 1 1 6 0 0 0 7 1 1 0 0 1 0 4 0 3 6 6 1 1 1 7 1
split_gain=5.42992e+12 3.30614e+13 7.49985e+13 8.79505e+13 7.4708e+13 5.78448e+13 1.05357e+14 1.09318e+14 2.43701e+14 1.17517e+14 1.1575e+14 1.41301e+14 1.1127e+14 9.91231e+13 9.6444e+13 1.74658e+14 1.51604e+14 1.39387e+14 1.37068e+14 2.57177e+14 2.1897e+14 2.13011e+14 1.52002e+14 1.27718e+14 1.25909e+14 2.52602e+14 2.99929e+14 1.93541e+14 1.81519e+14 3.27186e+14
threshold=36.000000000000007 36.905000000000008 34.905000000000008 6.0000000000000009 37.729575300000008 55.633951400000008 3.5000000000000004 37.543519500000009 37.503969450000007 54.010000000000012 55.910578700000009 55.806294650000005 55.806294650000005 6.0000000000000009 37.425454150000007 37.442254400000003 55.595177750000005 55.554045200000012 37.374856000000008 55.622114900000007 21.500000000000004 55.60524465000001 17.500000000000004 58.995000000000012 57.995000000000012 37.503969450000007 37.618684050000006 37.46219940000001 6.0000000000000009 37.488790500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 8 9 -7 11 13 -11 -9 18 16 -16 23 -3 21 -21 -20 -22 -17 27 28 -27 -19 -26 -30
right_child=-2 5 -4 4 -6 6 -8 10 -10 12 -12 -13 -14 -15 15 17 -18 24 19 20 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=3358.8139482028137 31.985830546119633 3573.1276557865408 7494.6033760607161 -11110.50792042134 12303.893869736672 -203823.95790501646 -1660.640528845639 12583.257825620483 -397232.52103365387 108574.51462765958 177260.29854910716 -165477.98276002798 -130992.80002367425 -167764.73522518383 47069.952058088864 854.90309928842146 -27890.731321974192 25294.901216009104 12886.751014451535 -51644.362338389095 60243.579483621164 76039.019930131166 -66248.337750651044 -19994.467887233084 30533.48309927505 42663.307428325992 3811.9124912328475 -5390.5650426406173 -1947.8728306284634 -83911.543347514118
leaf_weight=18185 3783399 11453 16294 9792 1583 38 179780 294 26 47 28 67 33 34 294 6909 3278 2373 982 623 456 1171 120 5112 1455 4051 3900 15360 6138 529
leaf_count=18185 3783399 11453 16294 9792 1583 38 179780 294 26 47 28 67 33 34 294 6909 3278 2373 982 623 456 1171 120 5112 1455 4051 3900 15360 6138 529
internal_value=0 -416.712 2047.37 -955.244 -7852.05 -878.734 -1796.38 -44834.9 -120091 -59026 -19215.7 -33143.2 9753 -6111.35 1698.9 -422.888 -21721 1237.2 8778.54 26564.2 -10553.1 47234.8 33891.1 -8011.41 4525.89 10936.1 23606.5 -1284.29 -1467.5 -8451.36
internal_weight=0 290405 45854 29560 11375 244551 180347 567 144 118 423 395 80 328 64204 49399 3572 45827 14805 3352 1199 2153 576 12021 33806 16073 7951 17733 8122 6667
internal_count=4073804 290405 45854 29560 11375 244551 180347 567 144 118 423 395 80 328 64204 49399 3572 45827 14805 3352 1199 2153 576 12021 33806 16073 7951 17733 8122 6667
is_linear=0
shrinkage=0.1


Tree=1102
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 7 4 4 4 7 0 0 2 2 4 4 4 6 6 6 6 6 3 4 6 6 3 2 4 4
split_gain=5.26032e+12 3.90092e+13 1.24828e+14 1.18679e+14 1.75596e+14 3.08206e+14 1.57747e+14 1.49941e+14 9.98644e+13 9.95878e+13 1.48128e+14 1.1169e+14 9.72479e+13 8.58255e+13 8.26548e+13 1.77909e+14 7.49031e+13 7.07217e+13 8.13178e+13 1.12452e+14 1.24909e+14 6.96241e+13 6.74683e+13 7.12095e+13 8.10671e+13 6.74636e+13 8.34044e+13 5.84927e+13 5.4821e+13 7.91288e+13
threshold=30.084656550000002 30.157841000000001 47.420000000000009 60.028671700000011 59.848366150000011 6.0000000000000009 13.500000000000002 3.5000000000000004 22.500000000000004 6.0000000000000009 59.764576050000009 59.699368850000006 3338.0000000000005 3338.0000000000005 5.5000000000000009 8.5000000000000018 11.500000000000002 70.00500000000001 112.00500000000001 97.020000000000024 88.00500000000001 76.00500000000001 2.5000000000000004 9.5000000000000018 86.920000000000016 90.045000000000016 2.5000000000000004 3338.0000000000005 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 -2 4 6 8 7 27 21 12 11 -11 17 -5 -12 -16 25 -9 19 20 -19 -6 -23 24 -24 26 -17 -4 29 -7
right_child=1 -3 3 13 5 28 -8 9 -10 10 14 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-994.7518650865419 -4260.5215254604545 -6.8043154809638287 -107538.21683263645 -80068.85603369998 60455.564639682801 27181.339336461831 -40262.666816365789 2471.107639265374 -13113.655291795361 60444.339609375005 97607.781019176138 291655.01314102567 39745.947147952655 18128.544656246657 -31094.015996427348 -26118.471293218085 2086.5678327501919 -69279.174148594655 87165.595000000001 -259348.32025462962 137207.92689393941 47256.35348984375 300671.93733016303 101410.62455896387 126055.02815910219 -73751.082827148435 118184.23840521218 1632.4329622395835 20519.517336779765 -39740.808453003498
leaf_weight=52475 7732 4005167 142 228 739 298 724 1369 129 45 154 39 569 146 404 47 163 261 40 27 33 125 46 227 63 25 271 75 1607 434
leaf_count=52475 7732 4005167 142 228 739 298 724 1369 129 45 154 39 569 146 404 47 163 261 40 27 33 125 46 227 63 25 271 75 1607 434
internal_value=0 12.9807 4915.98 13332.7 15889.2 32037.1 2390.91 10819.2 70492.6 15894.8 39948.5 167792 3883.69 -41735.1 29855.6 18389.8 57898.6 -7911.47 -47284.7 -64038.7 -46102.1 79480.2 109978 133311 199747 84421.5 96856.5 -69806.4 10187 -12496.5
internal_weight=0 4.02133e+06 16162 8430 8056 3668 4388 3664 1329 3447 1148 84 2299 374 1064 910 506 1730 361 321 294 1200 461 336 109 343 318 217 2339 732
internal_count=4073804 4021329 16162 8430 8056 3668 4388 3664 1329 3447 1148 84 2299 374 1064 910 506 1730 361 321 294 1200 461 336 109 343 318 217 2339 732
is_linear=0
shrinkage=0.1


Tree=1103
num_leaves=31
num_cat=0
split_feature=6 5 7 1 1 1 1 4 0 0 6 0 0 2 0 1 4 1 1 1 0 6 4 4 1 6 3 4 3 1
split_gain=4.99277e+12 5.39024e+13 1.02824e+14 6.21133e+13 5.5544e+13 5.93029e+13 5.87489e+13 7.73528e+13 7.37247e+13 7.46938e+13 6.63482e+13 5.83346e+13 8.68198e+13 7.18913e+13 5.77379e+13 2.73278e+14 5.54105e+13 5.44846e+13 5.73963e+13 1.35859e+14 8.88747e+13 6.74475e+13 5.83798e+13 1.13476e+14 7.73656e+13 5.67648e+13 5.93529e+13 5.26562e+13 5.97011e+13 6.75945e+13
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 65.574968200000015 82.93515810000001 60.571186450000006 60.636764050000004 31.500000000000004 56.802121050000004 56.818587550000011 86.030000000000015 55.93962770000001 56.006509350000009 2970.5000000000005 55.883833400000007 37.442254400000003 22.500000000000004 43.932356550000009 30.315889700000003 30.277905650000005 59.982409200000006 102.04000000000001 9.5000000000000018 8.5000000000000018 30.260128500000004 91.02500000000002 4.5000000000000009 18.500000000000004 7.5000000000000009 92.865667950000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 16 -8 14 -13 17 -4 -16 -10 18 19 20 22 -21 23 -14 -25 -19 -27 -5 29 -29
right_child=1 -3 4 27 -6 6 10 -9 9 -11 -12 12 13 -15 15 -17 -18 25 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-40.398166994185864 -3791.1831119438525 694.58080140583775 7247.3301081275567 -11411.667140202218 -17358.554440445583 -89263.823100280773 -5901.1309100742765 -15953.955637875348 50793.481065340915 46589.24721170836 33306.299722872958 -135990.31516161151 -56507.21857944542 -37652.715245988635 393084.80305397732 -18939.020008138021 178743.78189808241 12532.570242720041 -11888.949837369924 56527.387838359515 34842.122535758703 -122009.50085227273 -88237.817380666209 18318.839754971592 263848.59873511904 174686.30269097222 -6900.7468750000007 -67399.505762487694 -26017.647566497286 -250393.37708333335
leaf_weight=3595075 36535 421445 7715 4101 1106 32 1096 179 55 451 712 51 142 576 22 60 88 171 2357 554 201 22 182 33 21 54 27 127 590 24
leaf_count=3595075 36535 421445 7715 4101 1106 32 1096 179 55 451 712 51 142 576 22 60 88 171 2357 554 201 22 182 33 21 54 27 127 590 24
internal_value=0 303.375 -2574.77 -5201.68 4258.29 5873.6 19544.2 42015.7 58591.7 66557 9538.96 2942.73 -6276.17 -4751.88 8134.5 91604 129532 282.896 -2939.92 15322.3 -18885.5 49708.3 -47454.9 -9585.12 113803 45197.7 114157 -15844.5 -40377.3 -96484.6
internal_weight=0 478729 57284 41377 15907 14801 2613 805 626 594 1808 12188 4391 4340 7797 82 143 3764 3512 1155 579 576 378 196 54 252 81 4842 741 151
internal_count=4073804 478729 57284 41377 15907 14801 2613 805 626 594 1808 12188 4391 4340 7797 82 143 3764 3512 1155 579 576 378 196 54 252 81 4842 741 151
is_linear=0
shrinkage=0.1


Tree=1104
num_leaves=31
num_cat=0
split_feature=0 1 1 0 6 7 1 1 4 7 6 3 0 1 6 6 4 6 6 4 4 5 4 3 7 6 7 6 6 6
split_gain=4.79161e+12 4.84895e+13 1.49029e+14 1.49364e+14 9.05647e+13 8.0889e+13 7.49997e+13 7.60676e+13 7.52659e+13 1.07202e+14 6.55556e+13 6.00388e+13 5.93237e+13 1.14238e+14 1.06137e+14 1.00939e+14 1.15262e+14 1.14019e+14 7.6557e+13 1.13473e+14 7.00869e+13 6.27794e+13 6.02027e+13 5.96052e+13 5.93115e+13 5.98137e+13 5.69153e+13 5.58411e+13 5.25303e+13 4.78566e+13
threshold=44.878071950000013 37.318079750000003 33.882313700000005 44.601833250000006 47.420000000000009 6.0000000000000009 37.768783500000005 38.066230450000006 5.5000000000000009 6.0000000000000009 67.445000000000007 12.500000000000002 44.601833250000006 38.011626600000007 45.305000000000007 130.05000000000004 11.500000000000002 82.905000000000015 80.030000000000015 4.5000000000000009 7.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 6.0000000000000009 64.805000000000021 6.0000000000000009 72.020000000000024 38.995000000000012 50.010000000000012
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 26 -4 10 8 12 -3 27 -5 -6 13 -8 22 16 18 23 19 21 24 29 28 -18 25 -21 -1 -10 -15 -16
right_child=-2 6 4 5 11 -7 7 -9 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-20135.878217714282 24.132621385581448 2570.2634914154373 5070.670146543086 27760.643279739837 53132.241023066723 230.2272842050528 -66924.882419338479 -763.98922988592744 -13137.112403530933 3903.2732971769665 104235.15458893392 178879.421015625 3203.9224093999887 -41875.383046875002 143405.40785845587 -97430.876778017249 150088.73906250001 52698.890853987068 -27732.176399330638 43375.136111760417 59696.861893516725 203323.56294270835 -9854.3472002371491 394230.48125000001 -19427.60634626116 -14402.020915274785 -91304.870564516139 -36243.056018903641 155031.65167410715 -28388.384387600807
leaf_weight=1198 3881610 6399 499 369 748 770 154 149459 9146 3780 161 40 14627 20 34 58 20 58 199 787 598 60 1065 20 315 232 124 1181 42 31
leaf_count=1198 3881610 6399 499 369 748 770 154 149459 9146 3780 161 40 14627 20 34 58 20 58 199 787 598 60 1065 20 315 232 124 1181 42 31
internal_value=0 -487.39 10536.3 -3143.32 38405.9 20925.2 -716.255 -18.5149 -6425.12 -10505.5 50991.6 59515.3 6063.25 17388.3 21057.2 32894.8 36105.9 142275 31494 37223.7 31249.5 129561 -4277.78 272160 18497.2 30220.8 -26811.3 -15779.5 91513.3 61473
internal_weight=0 192194 3909 2622 1287 1300 188285 167779 20506 14107 530 788 18320 3693 3539 2412 2354 98 2256 2057 1932 125 1127 40 1334 1019 1322 10327 62 65
internal_count=4073804 192194 3909 2622 1287 1300 188285 167779 20506 14107 530 788 18320 3693 3539 2412 2354 98 2256 2057 1932 125 1127 40 1334 1019 1322 10327 62 65
is_linear=0
shrinkage=0.1


Tree=1105
num_leaves=31
num_cat=0
split_feature=1 1 7 0 1 4 1 5 0 1 6 0 1 1 5 0 6 1 0 4 1 1 1 0 4 0 4 0 4 1
split_gain=4.99391e+12 4.79685e+13 9.8174e+13 8.69437e+13 2.23472e+14 7.18909e+14 4.92191e+14 2.88416e+14 2.01585e+14 1.71159e+14 1.57806e+14 1.26181e+14 2.31018e+14 1.76292e+14 2.90076e+14 2.09306e+14 2.72997e+14 2.17814e+14 1.78814e+14 5.542e+14 2.18924e+14 5.97216e+14 3.36753e+14 3.0151e+14 2.09084e+14 1.58542e+14 3.33304e+14 1.75394e+14 1.52806e+14 1.38784e+14
threshold=36.555998300000006 30.624707450000006 6.0000000000000009 59.856552950000008 30.509101000000005 10.500000000000002 30.370944000000005 1.5000000000000002 59.699368850000006 30.472130500000002 55.805000000000007 59.939085000000013 30.084656550000002 30.315889700000003 2.5000000000000004 59.905532300000012 91.02500000000002 30.345769800000003 59.882709350000006 19.500000000000004 30.389265100000003 30.330566300000005 30.410676000000006 59.905532300000012 7.5000000000000009 59.905532300000012 10.500000000000002 59.864072000000007 7.5000000000000009 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -9 11 -8 12 -5 25 18 -16 17 -17 19 28 21 -20 -22 -24 -23 26 27 -14 -15 -27
right_child=-2 -3 3 9 5 -7 10 8 -10 -11 -12 -13 13 14 15 16 -18 -19 20 -21 22 24 23 -25 -26 29 -28 -29 -30 -31
leaf_value=1439.1574639523494 39.743366953845118 -2839.9002306063649 -3103.3361120679874 -112628.66569999651 11641.004906005859 -3460.0785932155181 -21550.728203909403 -38440.601863606767 269319.25799534575 -16351.878367578303 -58986.96077304639 -2007.6015362417418 -8681.8713990961114 275890.04054054053 22079.61777749093 203545.98453758447 4568.3615204266507 77203.353759765625 15954.941365359417 -10768.674750986946 68011.380545607972 10521.568001978492 11479.407098066251 -42718.714733296889 -71073.640685895458 -24608.81255635534 -2857.5945720811014 -87371.893956328247 69852.981535401501 7224.4260785777442
leaf_weight=231161 3608805 64475 38618 167 80 1078 2602 24 188 6364 1985 74856 430 37 2873 185 373 520 2570 1646 909 385 7468 1190 1704 1512 4906 830 1326 14537
leaf_count=231161 3608805 64475 38618 167 80 1078 2602 24 188 6364 1985 74856 430 37 2873 185 373 520 2570 1646 909 385 7468 1190 1704 1512 4906 830 1326 14537
internal_value=0 -308.444 99.0615 -1730.02 -5520.99 34241.4 -6781.82 173427 234479 -375.858 -37751.1 482.679 4761.33 5213.03 11739.3 36178.3 73753 110357 6136.85 28284.4 1452.33 -16324.2 10109.3 4030.14 -56035.7 -1010.95 -14640.2 -60517.4 75446.1 4225.37
internal_weight=0 464999 400524 169363 44575 1370 43205 292 212 124788 4587 118424 43568 43401 21186 3951 1078 705 17235 3009 14226 4659 9567 8658 2089 22215 6166 1260 1363 16049
internal_count=4073804 464999 400524 169363 44575 1370 43205 292 212 124788 4587 118424 43568 43401 21186 3951 1078 705 17235 3009 14226 4659 9567 8658 2089 22215 6166 1260 1363 16049
is_linear=0
shrinkage=0.1


Tree=1106
num_leaves=31
num_cat=0
split_feature=0 7 0 1 4 0 4 6 1 2 0 2 6 0 2 1 2 4 0 1 5 4 4 4 1 4 1 4 4 1
split_gain=4.98305e+12 4.84838e+13 9.11178e+13 7.14377e+13 6.96236e+13 7.42509e+13 6.7043e+13 6.31944e+13 7.03596e+13 1.58254e+14 1.1079e+14 1.10623e+14 9.86526e+13 7.87798e+13 7.56688e+13 7.47837e+13 1.1716e+14 2.08211e+14 1.17481e+14 8.10961e+13 7.91499e+13 7.84857e+13 7.78288e+13 8.23725e+13 7.36297e+13 1.05038e+14 1.23561e+14 1.09665e+14 1.7846e+14 8.03474e+13
threshold=54.94110555000001 6.0000000000000009 54.932051950000009 82.958608050000009 4.5000000000000009 45.082176650000008 26.500000000000004 37.995000000000012 39.038055050000004 2970.5000000000005 44.739668300000005 4244.5000000000009 98.020000000000024 45.047736150000013 6680.0000000000009 39.231261550000006 2691.5000000000005 17.500000000000004 51.659529100000007 55.957851400000003 2.5000000000000004 12.500000000000002 20.500000000000004 19.500000000000004 39.712886600000012 14.500000000000002 39.366401150000009 10.500000000000002 8.5000000000000018 39.652459050000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 24 -11 14 -12 -13 22 17 18 -17 -18 -19 -20 23 -15 25 26 -10 28 29 -28
right_child=-2 2 3 -5 6 -7 -8 8 9 11 13 12 -14 15 -16 16 19 20 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-120.04327218344334 -75.764168852837571 -14146.109616810852 6509.2629509498693 52766.285905990226 -1750.4445258048845 655.38000183546535 -16610.977044091935 -103.66569485032083 24388.70900575491 -2726.1223648610794 -2004.4840420958917 19923.783784961553 -15375.767264902799 11169.425019559623 5029.3231091025946 -10941.909346973038 16980.649589720295 -18553.83248479036 -6719.5843455374579 -1374.1030907723016 -60298.935336018883 20954.534964055398 22118.745410805466 -13493.481271794792 16882.960632946022 -32848.785867309569 288812.32625000004 54358.511475486535 350079.44366306212 68083.262056391293
leaf_weight=1072984 2772653 5812 739 609 37852 8130 1964 57353 344 37553 8908 4459 1899 13682 14511 3138 7864 1869 1400 3469 600 3824 6078 1503 4157 128 20 167 41 94
leaf_count=1072984 2772653 5812 739 609 37852 8130 1964 57353 344 37553 8908 4459 1899 13682 14511 3138 7864 1869 1400 3469 600 3824 6078 1503 4157 128 20 167 41 94
internal_value=0 161.448 1485.19 27407.3 1331.14 -5514.92 1779.51 1950.76 2760.29 4179.86 7914.6 517.75 6354.98 6561.97 8530.35 8319.17 4254.63 -3182.48 4351.47 11362.3 -28698.5 13538 12555.9 8728.31 22212.6 50116.2 66061.4 110581 171157 106808
internal_weight=0 1.30115e+06 228167 1348 226819 13942 212877 210913 173061 115708 57286 58422 20869 52335 18970 43427 22164 10831 8362 11333 2469 5224 21263 15185 4951 794 666 322 155 114
internal_count=4073804 1301151 228167 1348 226819 13942 212877 210913 173061 115708 57286 58422 20869 52335 18970 43427 22164 10831 8362 11333 2469 5224 21263 15185 4951 794 666 322 155 114
is_linear=0
shrinkage=0.1


Tree=1107
num_leaves=31
num_cat=0
split_feature=0 6 1 1 0 4 4 0 0 1 0 0 6 3 4 0 1 0 4 1 1 6 5 4 1 1 4 5 4 0
split_gain=4.69562e+12 3.71256e+13 6.71135e+13 1.18817e+14 1.30295e+14 2.30728e+14 9.14887e+13 8.63532e+13 1.61396e+14 6.97118e+13 1.14898e+14 6.84439e+13 1.69428e+14 2.25104e+14 1.30836e+14 7.52013e+13 6.38635e+13 8.78961e+13 1.21865e+14 1.17466e+14 1.01411e+14 1.09399e+14 1.13864e+14 1.07032e+14 9.83885e+13 1.14951e+14 8.96344e+13 8.5312e+13 2.13622e+14 7.53559e+13
threshold=45.073441650000007 46.010000000000012 39.033214400000013 38.948208550000011 45.047736150000013 22.500000000000004 5.5000000000000009 45.053967500000006 45.07004340000001 39.038055050000004 45.00849250000001 45.015054600000006 81.705000000000013 17.500000000000004 15.500000000000002 45.00849250000001 37.682335600000009 44.601833250000006 13.500000000000002 37.780517050000007 38.066230450000006 95.045000000000016 4.5000000000000009 7.5000000000000009 37.957884500000006 38.893394150000006 3.5000000000000004 2.5000000000000004 13.500000000000002 44.895258050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 10 -4 12 15 14 -14 -5 -3 20 24 -20 23 27 -23 -18 29 26 -26 -22 -29 -19
right_child=-2 2 7 11 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-746.56931371358837 -38.635061982088672 5779.6580437427856 74645.248866242444 20756.846001367405 -4963.702564639394 29811.067469423091 -33750.699761166114 -15117.353366527768 16188.438883685505 -58.316490138268378 8529.3980240821838 6199.0175375196886 5844.1029304090989 143395.35092777453 -88138.132002291721 -10531.293499776762 11096.0822532115 -1418.7017720390675 -12480.170570628103 10771.635997272781 3299.5522147374959 57960.323619534684 -157193.09453125001 57203.488567634944 -11268.560013711598 -7185.3682288964137 -44030.871683529163 -19287.273851377442 -269861.07589285716 -107070.96828038833
leaf_weight=196776 3606732 18235 310 1368 1698 967 3156 8615 2036 125362 1728 67171 203 57 548 1752 1685 9344 3015 7777 4382 456 26 718 1389 4882 2094 1219 35 68
leaf_count=196776 3606732 18235 310 1368 1698 967 3156 8615 2036 125362 1728 67171 203 57 548 1752 1685 9344 3015 7777 4382 456 26 718 1389 4882 2094 1219 35 68
internal_value=0 298.34 1059.04 2669 -563.202 -14794.4 -23680.6 -483.214 -9133.07 239.938 18586.3 5448.73 -7381.69 -48192.8 -62734.1 3187.35 934.13 -1448.13 -4106.74 4275.69 7465.58 628.506 46354.5 24872.7 -9195.52 -17086.9 -30965.5 -3282.06 -26281 -2182.02
internal_weight=0 467072 270296 132245 61146 5821 4854 138051 10651 127400 2038 71099 3928 808 751 3120 55325 37090 28569 10792 8521 6118 482 2403 17777 8365 3483 5636 1254 9412
internal_count=4073804 467072 270296 132245 61146 5821 4854 138051 10651 127400 2038 71099 3928 808 751 3120 55325 37090 28569 10792 8521 6118 482 2403 17777 8365 3483 5636 1254 9412
is_linear=0
shrinkage=0.1


Tree=1108
num_leaves=31
num_cat=0
split_feature=6 6 1 6 0 2 6 0 4 0 1 0 4 2 4 0 1 7 3 0 1 4 4 4 0 1 6 3 3 4
split_gain=4.95689e+12 2.64911e+13 5.40966e+13 3.77876e+13 3.44763e+13 4.75634e+13 4.03091e+13 5.16887e+13 4.21775e+13 3.86044e+13 8.88661e+13 8.75294e+13 9.89934e+13 1.04473e+14 9.57572e+13 1.76672e+14 7.37764e+13 7.86709e+13 1.23618e+14 1.39463e+14 1.03675e+14 7.94901e+13 7.12835e+13 1.03961e+14 6.00231e+13 8.79557e+13 5.61539e+13 1.84074e+14 6.78272e+13 8.95834e+13
threshold=42.005000000000003 45.005000000000003 37.873748150000004 42.205000000000005 55.633951400000008 2875.5000000000005 44.205000000000005 50.556058150000005 17.500000000000004 55.743464250000009 37.843405600000004 55.783232450000007 9.5000000000000018 75.000000000000014 10.500000000000002 55.753967500000009 37.729575300000008 6.0000000000000009 14.500000000000002 55.759969450000007 37.517483500000004 23.500000000000004 23.500000000000004 22.500000000000004 55.753967500000009 37.649344350000007 44.820000000000007 5.5000000000000009 19.500000000000004 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 -2 6 9 8 -8 -5 10 22 12 -11 14 15 -14 17 18 20 -20 21 -16 23 -6 25 -22 28 -28 29 -19
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 -12 -13 13 -15 16 -17 -18 26 19 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=152.67344253811285 -8555.1431854583188 44.497298651920012 -1551.9617409758387 3882.9166448769765 -9985.3439079654636 -8199.013390333108 -3650.2605873798525 15417.516456038937 -12774.776857596549 -992.84317265603227 31408.605448148533 1330.2960357759146 -4087.4847098214286 -29348.997820573408 -102663.08988486842 354425.16956018517 -29797.551914593962 -6303.6691345807421 47946.797747395838 338085.00441300677 -154883.29575892858 114285.14251302084 13135.910704017557 -101682.64005771214 125613.89319342322 128180.83682065218 374972.91192382813 23923.23959878178 67497.913078911879 84449.791547925561
leaf_weight=1397217 3688 2315699 276698 14287 6599 5711 1867 5960 1701 1513 635 38821 28 233 57 27 147 618 30 37 21 24 1395 126 153 23 20 59 278 132
leaf_count=1397217 3688 2315699 276698 14287 6599 5711 1867 5960 1701 1513 635 38821 28 233 57 27 147 618 30 37 21 24 1395 126 153 23 20 59 278 132
internal_value=0 -79.6977 -876.616 1342.97 1796.42 455.08 4989.24 10869.2 2110.67 1424.62 -4618.65 2677.76 18063.1 33342.2 42173.5 171910 37711 44545.6 86241 208172 56854.6 -38382.1 -7436.05 -11703.4 96012.9 -6917.95 31551.1 112797 25307.5 9668.94
internal_weight=0 2.67659e+06 360888 84190 80502 56687 23815 7827 15988 50976 8755 42221 3400 1887 1654 55 1599 1452 345 67 278 81 8120 6725 197 44 1107 79 1028 750
internal_count=4073804 2676587 360888 84190 80502 56687 23815 7827 15988 50976 8755 42221 3400 1887 1654 55 1599 1452 345 67 278 81 8120 6725 197 44 1107 79 1028 750
is_linear=0
shrinkage=0.1


Tree=1109
num_leaves=31
num_cat=0
split_feature=1 1 2 2 6 4 0 0 0 1 4 1 1 4 7 1 6 5 6 0 6 0 4 4 4 0 6 4 0 6
split_gain=5.59188e+12 2.11651e+14 1.81489e+14 8.71795e+13 6.27461e+13 4.8801e+13 4.85684e+13 4.78431e+13 1.52299e+14 8.85317e+13 7.77982e+13 7.77131e+13 6.80523e+13 1.6278e+14 1.57349e+14 1.07954e+14 1.46296e+14 8.46395e+13 7.06704e+13 6.54827e+13 6.94989e+13 6.4706e+13 7.2172e+13 6.64691e+13 1.98593e+14 5.78624e+13 5.34967e+13 5.00161e+13 4.95266e+13 1.30292e+14
threshold=39.596303450000001 39.366401150000009 3191.5000000000005 1250.5000000000002 49.485000000000007 11.500000000000002 55.520061350000013 44.046956350000009 44.249882500000005 39.079932600000006 17.500000000000004 39.231261550000006 39.231261550000006 17.500000000000004 6.0000000000000009 39.178027400000005 78.010000000000005 2.5000000000000004 40.905000000000008 51.707269950000004 73.00500000000001 51.567244500000008 8.5000000000000018 17.500000000000004 23.500000000000004 51.659529100000007 69.605000000000004 11.500000000000002 51.659529100000007 130.05000000000004
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 7 3 6 -5 -6 -3 11 9 10 -9 -1 15 14 19 -10 18 -18 -17 -14 -21 -19 -23 28 -25 -16 -11 -13 -24 -30
right_child=-2 2 -4 4 5 -7 -8 8 12 26 -12 27 13 -15 25 16 17 21 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-40762.107969397963 98.099011445982057 -42021.539188355673 -470.66731767760558 -18433.805767618946 -39269.751168435672 101054.50244531251 4740.6815382714658 -5247.8416571572425 -26.093261819365473 -33130.471680375827 -127962.06326650945 33646.667646241636 -6240.3721686248755 -38549.782388887892 -6914.2854463944277 -5505.7241291242781 74922.857246298794 -63139.126764136628 9521.5940637030162 -19330.265796089865 -66484.53862474866 73472.622851562497 -21203.738254233987 107625.24172964244 -24181.868593702133 16476.918803695804 -90462.402445518106 -8208.9391392112102 11198.781489029643 210350.95107142857
leaf_weight=211 2394825 260 7727 3743 2862 25 1524 2048 1627994 1135 53 1217 4507 1465 1476 4753 381 83 9162 1929 373 283 441 260 204 3730 190 373 535 35
leaf_count=211 2394825 260 7727 3743 2862 25 1524 2048 1627994 1135 53 1217 4507 1465 1476 4753 381 83 9162 1929 373 283 441 260 204 3730 190 373 535 35
internal_value=0 -139.924 -11535.8 -21697.4 -26977.6 -38054.6 -2074.44 -29.3059 -46.9684 -21109.3 -8343.44 16260.6 -3.43607 -7079.69 -3242.51 54.5811 8193.48 32020.7 4388.66 -13249 -26970.8 23142 27215.6 18340.5 49675.6 9845.07 -41351.7 23827.7 3959.23 23427.4
internal_weight=0 1.67898e+06 16141 8414 6630 2887 1784 1.66284e+06 1.66104e+06 3426 2101 1801 1.65761e+06 13480 12015 1.64413e+06 16137 2222 13915 6809 2302 1841 1758 1475 464 5206 1325 1590 1011 570
internal_count=4073804 1678979 16141 8414 6630 2887 1784 1662838 1661037 3426 2101 1801 1657611 13480 12015 1644131 16137 2222 13915 6809 2302 1841 1758 1475 464 5206 1325 1590 1011 570
is_linear=0
shrinkage=0.1


Tree=1110
num_leaves=31
num_cat=0
split_feature=4 1 5 6 6 6 1 0 6 1 0 0 0 1 1 0 1 6 6 0 0 1 0 0 6 6 0 0 4 0
split_gain=5.31961e+12 1.19973e+13 1.863e+13 2.08265e+13 2.11973e+13 1.78902e+13 2.34713e+13 2.65023e+13 1.86908e+13 1.86073e+13 2.11905e+13 2.43473e+13 3.24808e+13 1.98257e+13 1.76835e+13 1.69947e+13 1.66745e+13 3.13033e+13 4.22914e+13 4.3372e+13 6.34501e+13 1.75079e+13 1.63425e+13 1.4399e+13 1.36704e+13 1.35758e+13 1.34371e+13 1.73442e+13 1.33639e+13 3.83898e+13
threshold=2.5000000000000004 38.247071200000008 1.5000000000000002 93.050000000000011 57.995000000000012 47.805000000000007 37.729575300000008 56.685611200000004 156.15000000000003 37.978059650000013 44.895258050000002 55.710673100000008 55.883833400000007 37.768783500000005 103.8879505 57.174562350000009 28.601854300000003 55.015000000000008 63.140000000000008 55.026775150000006 54.707511300000007 37.649344350000007 55.728148450000006 55.801384500000005 247.90000000000001 79.710000000000022 55.520061350000013 50.596941950000009 1.5000000000000002 55.554045200000012
decision_type=2 2 2 2 2 2 2 2 2 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 14 -1 16 8 9 10 -8 13 -13 -12 -3 -6 17 -7 19 20 -19 -18 -11 -24 -5 -14 27 -15 -23 -30
right_child=-2 2 -4 24 15 6 7 -9 -10 22 11 12 25 26 -16 -17 21 18 -20 -21 -22 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1124.1727152779679 -19.228047108210738 -701.11144473841421 1885.228787661094 94437.549324324325 -39797.149914232345 -41673.03428171642 -1858.8629704730502 -99505.791818576399 57473.624282094592 -11671.536346153138 -139550.00979567308 94595.949093750009 -16600.823599726777 -56693.372620202397 -16385.383926848543 31592.82423878205 -4884.0621109793892 10390.78125 1894.5888368594724 -16091.463537597658 193929.79596354169 -25425.952983710107 70767.002498183152 5454.2741235040558 9585.0967973758015 -95163.82818750001 -91559.227970805921 2804.0895547945206 14634.542600930952 134198.72553710939
leaf_weight=8900 3961637 22119 72989 37 230 67 243 36 37 1059 26 25 183 149 743 39 4373 31 161 32 48 47 43 157 39 25 57 73 167 32
leaf_count=8900 3961637 22119 72989 37 230 67 243 36 37 1059 26 25 183 149 743 39 4373 31 161 32 48 47 43 157 39 25 57 73 167 32
internal_value=0 679.117 1100.52 -1367.49 -1539.21 -1859.06 -5613.93 -14439.3 -12964.8 -14242.4 -26368.3 -37438.5 -13099.3 -56032.1 -1210.84 -29446.9 -1852.75 19553.8 34635.5 82124.5 121908 -3423.84 -6720.3 19496.5 50894.8 -26043.5 -48249.1 -37128.9 22533.8 33860.9
internal_weight=0 112167 96196 23207 23131 15971 7071 2113 2077 2040 781 538 233 305 22862 269 4958 339 272 111 79 4619 1259 200 76 208 279 222 246 199
internal_count=4073804 112167 96196 23207 23131 15971 7071 2113 2077 2040 781 538 233 305 22862 269 4958 339 272 111 79 4619 1259 200 76 208 279 222 246 199
is_linear=0
shrinkage=0.1


Tree=1111
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 4 0 6 0 3 6 1 3 3 1 1 1 2 4 4 4 0 0 1 1 1 4 5 6 1
split_gain=5.38192e+12 2.80612e+13 5.70425e+13 3.75275e+13 3.36328e+13 3.95986e+13 4.15202e+13 3.113e+13 4.1339e+13 2.70454e+13 3.15792e+13 5.46214e+13 6.61318e+13 4.70113e+13 7.26798e+13 4.3848e+13 4.35197e+13 4.24265e+13 7.88824e+13 5.73578e+13 5.16422e+13 4.2884e+13 4.26734e+13 3.58526e+13 4.18073e+13 1.19273e+14 6.49019e+13 8.12561e+13 6.14474e+13 5.87097e+13
threshold=112.00500000000001 38.109452700000006 38.430814800000007 55.568628050000008 38.247071200000008 7.5000000000000009 56.288960650000007 122.65000000000002 55.910578700000009 2.5000000000000004 116.05000000000001 30.226173900000003 4.5000000000000009 3.5000000000000004 30.277905650000005 37.131181300000009 37.374856000000008 2875.5000000000005 14.500000000000002 24.500000000000004 12.500000000000002 44.601833250000006 44.878071950000013 37.978059650000013 30.410676000000006 30.438492500000006 8.5000000000000018 4.5000000000000009 114.05000000000001 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -9 -2 11 12 -11 14 -13 -16 -17 19 20 21 -19 -15 -23 24 26 -26 27 28 -24 -30
right_child=1 2 -4 4 -6 7 -8 8 -10 10 -12 13 -14 17 15 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=15.027931737715575 10029.771448222667 -83898.276376700407 -1764.3236760256671 -35421.000760135139 56610.535359534435 -10099.677637987013 127672.55584490742 -1885.8161606297349 -137652.33921595983 40792.117296645221 -1824.7636472853637 -170207.87893318967 -55150.493871969848 -103203.6427827381 24370.188299560548 -170793.56025000001 -20700.734177389706 6811.6551784939238 54276.686278339468 -3276.5388527036521 -105223.66354459127 134364.09207114362 -99778.085748106067 143344.01759072582 -133236.83494897961 29439.676897302812 76113.357442801338 164780.9224375 -31578.38076636905 170076.598606179
leaf_weight=4005334 3802 128 50440 37 49 77 27 33 70 102 11159 29 243 21 192 25 85 72 102 445 96 47 66 31 49 562 392 25 42 22
leaf_count=4005334 3802 128 50440 37 49 77 27 33 70 102 11159 29 243 21 192 25 85 72 102 445 96 47 66 31 49 562 392 25 42 22
internal_value=0 -879.099 -2070.28 -38727 -18993.4 -34176.2 33384.1 -58197.6 -94154.3 2561.45 504.922 10322.5 -26784.9 15881.4 -18992 -4471.28 -54812.7 21734.8 -15091.9 27576.9 -57208.5 38499.6 40907.2 37212.9 34371.8 16393.6 54453.4 -325.403 -32076.6 37740.5
internal_weight=0 68470 50861 421 293 244 64 180 103 17609 13807 2648 345 2303 331 302 110 1972 270 1702 168 1257 1236 1189 1158 611 547 155 130 64
internal_count=4073804 68470 50861 421 293 244 64 180 103 17609 13807 2648 345 2303 331 302 110 1972 270 1702 168 1257 1236 1189 1158 611 547 155 130 64
is_linear=0
shrinkage=0.1


Tree=1112
num_leaves=31
num_cat=0
split_feature=2 3 4 4 7 6 6 3 1 0 6 6 1 6 3 0 1 0 0 0 7 0 0 0 1 0 0 1 1 1
split_gain=5.02143e+12 2.92494e+13 4.94394e+13 4.45208e+13 8.05268e+13 5.91445e+13 6.10568e+13 4.49811e+13 3.86964e+13 5.12699e+13 4.86729e+13 9.50267e+13 4.28461e+13 3.85206e+13 3.66547e+13 4.74363e+13 4.35547e+13 3.50768e+13 3.81481e+13 1.34032e+14 4.35007e+13 5.23825e+13 4.08366e+13 3.71202e+13 3.40313e+13 5.8895e+13 3.30751e+13 3.19768e+13 5.43359e+13 1.21036e+14
threshold=36.000000000000007 16.500000000000004 17.500000000000004 24.500000000000004 6.0000000000000009 74.615000000000009 75.605000000000004 22.500000000000004 37.425454150000007 55.520061350000013 82.00500000000001 50.010000000000012 37.924401400000008 39.995000000000012 21.500000000000004 55.858844800000007 37.755233900000007 55.554045200000012 55.783232450000007 55.743464250000009 6.0000000000000009 55.753967500000009 55.834019500000004 55.81943720000001 37.543519500000009 55.539595350000006 55.622114900000007 37.331232350000008 37.503969450000007 37.488790500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 14 10 -10 11 13 -11 -4 16 -16 -8 24 19 27 -21 -22 23 -20 -3 -26 -13 -19 29 -29
right_child=-2 2 3 -5 5 6 7 -9 9 12 -12 26 -14 -15 15 -17 -18 18 22 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-769.65156528727107 30.759178858133964 5229.306263364595 -27513.929017797011 91.731466438408461 8703.3623958385997 127015.53113473361 22285.56777354001 -33325.154889216188 -70294.711761718761 3704.0790196130506 27206.944351067345 49190.311186079547 -112623.26245117188 54893.971032604866 107350.3574138704 -4511.2104971590916 167355.01357886905 41411.11286776929 23275.934016393443 -63439.719372888518 -297036.68885869568 -112205.72175611414 -7310.6439100302423 157661.71129032259 -24075.156212797621 203088.37875000003 -77305.774875788105 -27424.948918816066 -4734.314519656582 -187320.27175603693
leaf_weight=255834 3783399 232 116 18509 8229 61 1429 122 100 3004 142 22 32 111 122 55 21 94 61 74 23 46 310 31 21 25 342 340 842 55
leaf_count=255834 3783399 232 116 18509 8229 61 1429 122 100 3004 142 22 32 111 122 55 21 94 61 74 23 46 310 31 21 25 342 340 842 55
internal_value=0 -400.731 2329.37 3304.18 7579.35 12303.2 28669.3 25239.3 -4677.63 157.41 -25363.4 -37994.5 2477.97 12782.4 29630.7 72591.1 24386.6 -12341.1 -17253.5 -24700.5 -116698 -173816 10052.4 68558.1 20808.7 99383.3 -69660.4 -14816.5 -19089.2 -49688.9
internal_weight=0 290405 34571 32417 13908 10039 1810 1749 3869 3136 733 591 3036 227 1627 177 1450 2154 1876 1474 143 69 402 92 278 46 364 1331 1237 395
internal_count=4073804 290405 34571 32417 13908 10039 1810 1749 3869 3136 733 591 3036 227 1627 177 1450 2154 1876 1474 143 69 402 92 278 46 364 1331 1237 395
is_linear=0
shrinkage=0.1


Tree=1113
num_leaves=31
num_cat=0
split_feature=4 6 1 1 1 0 1 0 0 3 6 1 0 4 7 4 1 1 0 3 6 4 6 1 0 6 1 4 3 6
split_gain=5.3202e+12 2.7226e+13 7.96017e+13 7.97427e+13 1.27079e+14 7.85328e+13 1.7055e+14 1.5075e+14 1.70558e+14 1.45015e+14 1.01918e+14 9.16645e+13 1.65779e+14 1.51637e+14 1.70697e+14 2.76557e+14 2.38488e+14 2.3436e+14 2.31111e+14 1.42966e+14 1.70645e+14 1.41615e+14 1.37494e+14 1.34933e+14 2.96958e+14 1.29076e+14 1.11511e+14 9.68027e+13 9.36472e+13 8.77835e+13
threshold=18.500000000000004 42.005000000000003 30.438492500000006 30.242318500000007 30.226173900000003 59.825842200000004 30.345769800000003 59.905532300000012 59.91832440000001 16.500000000000004 92.02500000000002 30.315889700000003 59.990753350000013 24.500000000000004 6.0000000000000009 21.500000000000004 30.277905650000005 30.277905650000005 60.028671700000011 3.5000000000000004 73.995000000000019 19.500000000000004 84.00500000000001 30.389265100000003 60.034792100000011 68.515000000000015 30.323041000000003 21.500000000000004 1.5000000000000002 116.05000000000001
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 -3 6 -5 9 -9 10 -7 13 29 14 27 17 18 -16 19 -17 25 -19 -23 26 -25 -21 -14 -10 -15 -13
right_child=1 2 -4 5 -6 7 -8 8 11 -11 -12 12 23 28 15 16 -18 21 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=45.661985237064435 680.47356812832459 1413.7220983278348 -1359.72728808187 32677.270112480917 -22498.728942957099 16476.471267550474 -32055.313471205722 -52686.374494719334 21187.676900307648 44026.771786425321 -22040.120350310895 -23196.890020620071 -44178.606824248694 83692.006719531259 -67911.041424990821 -2174.6863948170735 26137.363329547206 65331.928453303517 28705.508563968309 116884.09649025135 214509.45564843752 15170.517354106631 -91293.193453377462 106896.73603884604 2692.9870287516555 -108967.27382089122 3195.0777203941275 -22696.344172812667 -3894.4152650061269 140754.30042613635
leaf_weight=3512946 191798 10774 320531 568 2800 5269 1436 540 918 1765 790 3147 530 125 383 82 1460 465 423 403 200 694 147 397 879 27 7949 1111 5214 33
leaf_count=3512946 191798 10774 320531 568 2800 5269 1436 540 918 1765 790 3147 530 125 383 82 1460 465 423 403 200 694 147 397 879 27 7949 1111 5214 33
internal_value=0 -286.005 -788.277 2986.12 -3518.86 5512.18 -13708 6681.1 2906.79 18802.4 11454.5 4127.77 -1667.38 10561 21052 32368.4 52866.6 874.871 87249.5 122031 138197 21047.2 -3438.48 4796.33 35113.7 102703 233.873 -2841.47 -1843.79 -21495.5
internal_weight=0 560858 369060 48529 13574 34955 2004 32951 25127 7824 6059 24587 12935 11652 6313 4284 2595 1689 1135 712 630 1306 841 9755 1276 430 8479 2029 5339 3180
internal_count=4073804 560858 369060 48529 13574 34955 2004 32951 25127 7824 6059 24587 12935 11652 6313 4284 2595 1689 1135 712 630 1306 841 9755 1276 430 8479 2029 5339 3180
is_linear=0
shrinkage=0.1


Tree=1114
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 7 4 0 6 4 5 0 0 0 4 6 1 1 1 4 0 1 0 1 1 6 6 1 0 1
split_gain=5.31858e+12 4.02715e+13 1.25204e+14 9.61142e+13 6.77291e+13 6.6703e+13 8.47084e+13 9.46769e+13 1.05689e+14 9.40928e+13 9.0837e+13 1.01448e+14 1.16952e+14 1.36063e+14 2.54892e+14 2.01849e+14 1.68596e+14 2.03017e+14 1.38446e+14 1.01614e+14 1.3879e+14 1.66453e+14 1.16624e+14 1.47328e+14 1.75788e+14 2.49998e+14 9.97198e+13 1.09571e+14 3.30073e+14 2.24762e+14
threshold=36.555998300000006 34.382014200000008 16.500000000000004 61.78914120000001 58.755000000000003 6.0000000000000009 12.500000000000002 60.028671700000011 102.04000000000001 15.500000000000002 1.5000000000000002 59.838047850000002 59.91832440000001 59.882709350000006 10.500000000000002 61.025000000000006 30.330566300000005 30.315889700000003 30.438492500000006 5.5000000000000009 59.950512650000007 30.370944000000005 60.002985000000002 30.084656550000002 30.330566300000005 58.045000000000009 102.04000000000001 30.323041000000003 59.933037250000005 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 -8 -9 -10 -1 -12 13 16 15 -15 17 -13 -18 20 21 26 23 -22 -25 -26 27 -14 -29 -30
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 11 12 19 14 -16 -17 18 -19 -20 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=3163.8372507619515 41.014951042714813 -201.29715431606439 -10081.964672477696 -37949.0603724838 -35341.787103673378 -1566.9934968043692 5367.1265220221967 -841.8080274237426 -156227.38168334961 -28842.155993909542 2877.3520056230013 -1180.1652941911814 15635.238662331678 -9451.8454645942347 36374.118800171716 -41421.193270200405 -23761.453787377865 41743.536962425227 7919.3187836313637 -5136.6795155062828 -80201.329208423092 -11034.220006090667 3731.0096715638401 11003.987425189371 -4891.3252818261089 -65690.953947891539 -2772.4087356773584 14262.61327273528 174355.61438414559 61272.974588984427
leaf_weight=50614 3608805 26728 3061 692 1625 175662 66455 23083 64 617 32062 8830 2493 4111 745 3801 5466 1259 1845 31158 311 1900 13754 2366 2007 1020 1184 1253 252 581
leaf_count=50614 3608805 26728 3061 692 1625 175662 66455 23083 64 617 32062 8830 2493 4111 745 3801 5466 1259 1845 31158 311 1900 13754 2366 2007 1020 1184 1253 252 581
internal_value=0 -318.312 -3735.51 -1153.94 -18841.5 -64.872 960.921 3429.95 -1987.28 -40813.7 -372.837 -1910.71 -3730.98 -9300.17 -19544.9 -24810.2 -4203.14 4176.26 -15766.5 -1240.96 3234.65 14633.9 -1254.63 -13276.4 -9417.06 -25378.8 23096.4 29785.3 46696.2 95482.8
internal_weight=0 464999 32106 27420 4686 432893 257231 90219 23764 681 167012 116398 84336 26057 8657 7912 17400 10089 7311 58279 27121 7663 19458 5704 5393 3027 5763 4579 2086 833
internal_count=4073804 464999 32106 27420 4686 432893 257231 90219 23764 681 167012 116398 84336 26057 8657 7912 17400 10089 7311 58279 27121 7663 19458 5704 5393 3027 5763 4579 2086 833
is_linear=0
shrinkage=0.1


Tree=1115
num_leaves=31
num_cat=0
split_feature=1 1 6 4 3 3 7 5 4 6 3 6 0 0 4 4 0 0 1 5 6 6 6 6 4 4 0 0 6 3
split_gain=5.00944e+12 8.75921e+13 5.05953e+13 4.3111e+13 4.18518e+13 3.66017e+13 6.60576e+13 1.32777e+14 6.6795e+13 7.13256e+13 8.86661e+13 6.0371e+13 4.67735e+13 4.56368e+13 4.40355e+13 9.97047e+13 3.93185e+13 8.05549e+13 6.17327e+13 4.31976e+13 4.28939e+13 4.20177e+13 3.34019e+13 3.64924e+13 3.32038e+13 3.16168e+13 3.11478e+13 3.0812e+13 3.06713e+13 4.72074e+13
threshold=82.970388650000018 82.965501500000016 33.585000000000008 25.500000000000004 22.500000000000004 9.5000000000000018 6.0000000000000009 3.5000000000000004 17.500000000000004 58.045000000000009 5.5000000000000009 63.005000000000003 54.943815050000005 55.046782850000007 11.500000000000002 15.500000000000002 54.947152850000002 54.998919050000005 82.968544750000021 1.5000000000000002 38.205000000000005 92.02500000000002 55.805000000000007 47.805000000000007 19.500000000000004 21.500000000000004 55.029726000000004 55.061158000000006 56.205000000000005 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 9 -8 11 -11 28 -13 -4 -16 22 19 21 -18 24 26 23 -7 -20 -21 -19 -12 29 -10
right_child=-2 2 3 -5 -6 16 7 -9 12 10 27 13 -14 -15 15 -17 17 18 20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.944409806107908 -273.10621293732441 -5478.5090069901707 5022.9449038384291 -19422.540214351186 42735.704551786534 -1886.7171843034773 11790.906781416496 192700.3937452363 -9395.1792736235129 42814.629090642469 64744.675515624323 -2280.6963454069273 -1678.0525184578321 105660.51807116996 -45690.763202894923 7157.0923342421802 15659.944923340972 -5847.4598457031252 -27889.083990799754 74794.563792067318 -30048.719957836714 -59766.440936748804 -8491.9197842707981 25374.080040532292 95087.277313701925 -5607.6904195851293 24927.792597887204 -44063.344907407416 -14499.291953125001 80851.098828908347
leaf_weight=3450934 576568 4692 16487 684 306 1697 5938 41 84 626 721 877 3597 41 573 947 433 475 38 312 722 78 4759 691 52 58 1069 27 90 187
leaf_count=3450934 576568 4692 16487 684 306 1697 5938 41 84 626 721 877 3597 41 573 947 433 475 38 312 722 78 4759 691 52 58 1069 27 90 187
internal_value=0 45.0254 4365.57 5475.6 5891.73 5614.17 7373.31 13045.2 12440.8 17574.7 32558.9 18869.1 1765.81 2540.21 3521.42 -12765.2 491.926 9635.3 574.389 37100.1 -21934 11842.5 -3649.27 6001.56 43163.9 62191 15460 60817.1 36080.4 52878.1
internal_weight=0 3.49724e+06 46302 41610 40926 40620 30236 12229 12188 8230 2292 1544 3958 918 18007 1520 10384 3237 2434 803 812 1622 7147 2388 90 370 1544 748 361 271
internal_count=4073804 3497236 46302 41610 40926 40620 30236 12229 12188 8230 2292 1544 3958 918 18007 1520 10384 3237 2434 803 812 1622 7147 2388 90 370 1544 748 361 271
is_linear=0
shrinkage=0.1


Tree=1116
num_leaves=31
num_cat=0
split_feature=0 0 1 2 6 6 4 6 6 1 2 6 4 1 4 6 6 6 6 6 4 5 4 5 6 3 6 1 4 6
split_gain=4.99738e+12 2.17696e+13 8.01327e+13 1.43444e+14 8.74794e+13 5.42976e+13 7.17086e+13 9.85198e+13 9.51384e+13 5.87094e+13 7.03476e+13 5.41334e+13 4.83957e+13 7.81382e+13 5.4639e+13 4.32499e+13 5.42986e+13 4.34151e+13 4.00052e+13 9.64462e+13 5.63682e+13 1.43307e+14 5.1446e+13 7.84614e+13 5.72373e+13 4.85862e+13 3.98257e+13 3.69987e+13 3.24649e+13 3.17077e+13
threshold=60.753246850000004 60.064438250000002 30.226173900000003 3338.0000000000005 96.050000000000011 39.505000000000003 4.5000000000000009 108.05000000000001 81.02500000000002 30.624707450000006 3338.0000000000005 48.810000000000009 8.5000000000000018 30.425503950000003 23.500000000000004 57.005000000000003 48.810000000000009 84.810000000000016 79.015000000000015 73.41500000000002 6.5000000000000009 2.5000000000000004 13.500000000000002 2.5000000000000004 64.015000000000015 2.5000000000000004 88.825000000000003 30.084656550000002 15.500000000000002 50.995000000000012
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 15 -4 7 9 12 10 -7 -12 -8 14 -14 16 -3 18 19 20 21 25 23 -22 -24 -17 -19 29 -6 -5
right_child=-2 2 5 27 28 6 8 -9 -10 -11 11 -13 13 -15 -16 17 -18 26 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.5898823148775865 932.43272655760802 22955.338466188474 767.09167516256628 -24920.351277695954 173093.69348234954 -90250.060036057694 -36059.499644200943 218150.40904208098 -61406.378963830335 -25084.91116871214 -9526.7767222222228 50614.4339502117 -36095.981824248694 25701.523356845573 -8428.9265525180072 93677.398861607144 -23457.453335801787 -109826.14588694852 126235.92691592262 -64299.596260029568 -62385.208407405931 9130.8436003928964 3919.2824292452833 63212.243410099152 140448.46033818493 241932.10523111979 35761.373849051342 10900.70683786257 31223.257031250003 -1445.6191555334956
leaf_weight=4001071 56679 1057 3897 1220 54 52 884 22 477 423 225 447 954 527 2835 35 331 34 63 74 98 86 53 101 73 60 42 818 23 1089
leaf_count=4001071 56679 1057 3897 1220 54 52 884 22 477 423 225 447 954 527 2835 35 331 34 63 74 98 86 53 101 73 60 42 818 23 1089
internal_value=0 -13.156 -3688.21 6359.98 26024.8 -8655.72 -14019.5 8534.23 -18663.8 4513.69 21806.8 30477.9 -14743 -10376.9 -15395 22198.9 11887.2 42105.2 50553.2 42332.5 57926.9 102651 33018.9 1360.23 83019.5 187312 -29369.9 -7374.59 130717 -13848.9
internal_weight=0 4.01712e+06 16054 5311 2184 10743 6846 1169 5677 1147 724 672 5200 4316 3789 2107 1388 719 643 580 506 181 325 199 126 95 76 3127 77 2309
internal_count=4073804 4017125 16054 5311 2184 10743 6846 1169 5677 1147 724 672 5200 4316 3789 2107 1388 719 643 580 506 181 325 199 126 95 76 3127 77 2309
is_linear=0
shrinkage=0.1


Tree=1117
num_leaves=31
num_cat=0
split_feature=4 0 0 6 0 4 1 4 7 4 6 0 4 6 0 0 0 0 0 6 6 0 0 1 7 0 6 6 6 4
split_gain=4.93522e+12 2.86137e+13 5.41066e+13 4.82453e+13 4.69258e+13 1.99026e+14 1.56672e+14 7.63336e+13 7.36115e+13 6.3816e+13 6.27053e+13 5.52918e+13 5.31306e+13 4.91358e+13 4.67034e+13 4.24033e+13 1.3647e+14 1.26035e+14 8.48814e+13 8.49902e+13 7.71947e+13 6.63428e+13 8.67195e+13 6.33572e+13 5.79916e+13 4.78308e+13 5.2753e+13 4.33491e+13 5.34617e+13 4.31513e+13
threshold=25.500000000000004 55.749683450000006 55.721784200000009 58.755000000000003 55.649510000000014 29.500000000000004 37.46219940000001 27.500000000000004 6.0000000000000009 26.500000000000004 38.010000000000012 55.660117850000006 28.500000000000004 52.330000000000005 55.696737300000009 59.905532300000012 59.898927250000007 59.864072000000007 59.848366150000011 84.810000000000016 98.020000000000024 60.002985000000002 60.028671700000011 30.452677500000004 6.0000000000000009 59.939085000000013 58.305000000000007 35.995000000000012 67.91500000000002 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 4 -4 -2 6 7 -6 -8 10 -10 -7 -9 -12 -11 16 17 18 -3 -20 -21 25 24 -18 -23 -17 -27 -25 -29 -19
right_child=1 15 3 -5 5 11 8 12 9 14 13 -13 -14 -15 -16 21 23 29 19 20 -22 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=-14.440922381728601 -2570.1729611543196 3215.8666527085047 -3892.4529703153394 -26255.364023276234 -35986.545180313675 75196.988293207905 21420.108612651209 91085.84173860951 28940.748939098012 44215.627734375004 270375.15934709826 -521.09114631657872 -23695.232290599386 96773.255502717395 126487.165234375 -6310.992610282171 62689.212514395549 -23180.50088328277 29898.902837284913 234951.78432849701 -3746.8566406250002 3876.3697123579545 -1844.1937075892126 51006.545753442799 83350.710512376871 -27136.054109352299 -96650.671728515634 -14650.474602211754 44764.351807931234 -77617.528966090991
leaf_weight=4004864 17470 29823 2614 1529 216 98 124 119 22 138 56 6062 61 23 138 1154 502 698 316 42 20 165 5312 295 207 742 128 455 227 184
leaf_count=4004864 17470 29823 2614 1529 216 98 124 119 22 138 56 6062 61 23 138 1154 502 698 316 42 20 165 5312 295 207 742 128 455 227 184
internal_value=0 838.902 -1575.6 -12145.6 209.843 7091.93 51100.6 4092.71 88256.6 110240 178252 683.515 52187.8 219833 85351.4 2557.9 4136.68 2724.52 3812.72 50902.4 157952 -4111.61 1424.5 33815 48100 -19658.7 -37363.5 18979 5125.43 -34537
internal_weight=0 68940 28670 4143 24527 7057 897 396 501 377 101 6160 180 79 276 40270 32562 31083 30201 378 62 7708 5684 1479 372 2024 870 977 682 882
internal_count=4073804 68940 28670 4143 24527 7057 897 396 501 377 101 6160 180 79 276 40270 32562 31083 30201 378 62 7708 5684 1479 372 2024 870 977 682 882
is_linear=0
shrinkage=0.1


Tree=1118
num_leaves=31
num_cat=0
split_feature=6 4 1 7 1 0 4 0 3 5 1 1 0 5 4 6 4 4 0 5 1 0 1 1 1 0 1 4 4 0
split_gain=4.69312e+12 8.47487e+12 1.19864e+13 1.11258e+13 1.4181e+13 1.73614e+13 1.53818e+13 1.21989e+13 2.32862e+13 1.91314e+13 1.7723e+13 1.7097e+13 1.19061e+13 1.45093e+13 2.51071e+13 1.0801e+13 3.38898e+13 1.19962e+13 1.15955e+13 1.20548e+13 2.02192e+13 1.68836e+13 1.08307e+13 1.0278e+13 7.42201e+13 2.71654e+13 2.47121e+13 2.03474e+13 2.71312e+13 3.25734e+13
threshold=19.050000000000004 4.5000000000000009 30.509101000000005 6.0000000000000009 118.02765200000002 61.78914120000001 5.5000000000000009 43.687280500000007 7.5000000000000009 3.5000000000000004 40.024897700000004 39.749243900000003 57.14107305000001 1.5000000000000002 11.500000000000002 15.450000000000001 2.5000000000000004 2.5000000000000004 45.177967300000006 1.5000000000000002 40.377616600000003 43.687280500000007 37.755233900000007 37.631035900000008 37.600779750000008 55.721784200000009 37.534144550000008 14.500000000000002 5.5000000000000009 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -3 -10 13 -5 -15 16 22 -17 19 -18 21 -21 -4 24 26 -26 -9 28 -28 -30
right_child=-2 3 15 12 5 6 -8 23 11 -11 -12 -13 -14 14 -16 17 18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=57458.622890626488 7.6456663701971852 -37070.120149577233 -53361.624796549477 17609.029414211029 -32087.240617766205 12783.590673828126 108708.70757254465 50.068660246130108 -8500.4584827769886 65791.450917119568 8907.5418583707997 117645.39880952382 -13040.881396889588 26009.765675592997 -49461.620769614361 8192.6620745849614 15851.644516601562 -9820.9817886700657 13929.470477316721 144354.21910282256 -3406.2324429898649 54886.544682173291 -4375.2109290390426 -2053.5300960529398 -34772.777980638588 -173167.3783467061 -18289.58055382931 22642.879560810812 -174649.0704388787 -20562.253498641308
leaf_weight=40 4053237 401 48 789 27 32 35 967 22 23 106 21 241 83 94 570 120 1052 700 31 37 66 756 14086 23 37 66 37 34 23
leaf_count=40 4053237 401 48 789 27 32 35 967 22 23 106 21 241 83 94 570 120 1052 700 31 37 66 756 14086 23 37 66 37 34 23
internal_value=0 -1506.77 3038.53 -2413.34 -3114.28 35612 62893.7 -3344 -17668.7 -23410.8 -27457.4 53105.7 6843.49 11804.3 -14071.1 2394.5 7824.39 -3490.66 20570.5 38872.7 59488.5 83479.3 -7299.77 -2806.58 -11742.9 -120116 -5973.3 -42377 -61935.9 -112474
internal_weight=0 20567 3420 17147 15940 94 67 15846 573 530 507 43 1207 966 177 3380 1758 1622 954 254 134 97 804 15273 1187 60 1127 160 123 57
internal_count=4073804 20567 3420 17147 15940 94 67 15846 573 530 507 43 1207 966 177 3380 1758 1622 954 254 134 97 804 15273 1187 60 1127 160 123 57
is_linear=0
shrinkage=0.1


Tree=1119
num_leaves=31
num_cat=0
split_feature=4 5 1 1 1 6 6 0 1 1 6 0 0 1 4 0 6 1 1 4 0 0 4 0 0 7 1 1 1 4
split_gain=4.54612e+12 2.63032e+13 7.64703e+13 7.91018e+13 7.59055e+13 1.14067e+14 8.46166e+13 1.33331e+14 1.83307e+14 8.6254e+13 6.93746e+13 1.30677e+14 1.98601e+14 1.67584e+14 1.46177e+14 1.76707e+14 1.39039e+14 9.92584e+13 1.41537e+14 2.28646e+14 4.41111e+14 4.72806e+14 1.07504e+14 9.27206e+13 1.52699e+14 1.35509e+14 4.15288e+14 1.25455e+14 1.23559e+14 8.62046e+13
threshold=18.500000000000004 2.5000000000000004 61.335446300000008 61.29689960000001 30.315889700000003 83.010000000000005 88.00500000000001 59.856552950000008 30.157841000000001 30.084656550000002 64.015000000000015 55.737027400000009 55.806294650000005 37.649344350000007 20.500000000000004 55.759969450000007 69.015000000000015 30.303340300000002 30.362494150000003 23.500000000000004 59.982409200000006 60.002985000000002 19.500000000000004 55.685785750000008 55.667390500000003 6.0000000000000009 37.631035900000008 37.318079750000003 37.425454150000007 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 8 -8 -9 -2 23 13 14 15 -13 -15 22 19 20 -19 -22 -14 24 -12 -26 28 -25 -27 -18
right_child=1 2 -4 -5 -6 6 7 9 -10 -11 11 12 17 16 -16 -17 29 18 -20 -21 21 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=42.209584750877866 -111.72182483713166 23465.583066901672 7372.5169097898224 -47591.446060420727 -713.54491934612759 -26809.762128024289 -9554.1232635720808 -126102.7986512382 152866.7510514929 2668.5630783032066 -7889.7262590387854 254267.17314453126 -66043.852767151591 -18440.957056060983 30762.652461131896 69778.042774547226 42565.149092724139 22172.563183886188 -3483.1154996487103 -3465.5692904846228 302980.10442908655 34803.018576715222 -11751.446434481397 114563.9199329007 -13156.885576265422 13161.669202302633 975.65155026142611 -29369.678323512038 212619.86507352942 -7659.3266547122512
leaf_weight=3512946 395206 3367 16675 348 80847 991 137 53 141 2803 28125 64 435 1284 1281 275 1040 1024 18293 1783 130 133 2257 62 398 38 387 2602 170 509
leaf_count=3512946 395206 3367 16675 348 80847 991 137 53 141 2803 28125 64 435 1284 1281 275 1040 1024 18293 1783 130 133 2257 62 398 38 387 2602 170 509
internal_value=0 -264.381 1159.52 -8.65758 178.789 9808.06 -1339.79 6714.05 72824.8 278.898 -593.746 -3753.45 1162.24 20561.4 46215.4 104608 5891.62 -2428.89 -148.613 19720.5 51842.2 167362 -20524.6 -8162.76 -6529.02 32010.7 62223.7 -26019.9 176180 26061.4
internal_weight=0 560858 105362 88687 88339 7492 4125 3134 278 2856 455496 60290 28508 4453 1620 339 2833 24055 21363 3070 1287 263 2692 31782 29118 993 595 2664 208 1549
internal_count=4073804 560858 105362 88687 88339 7492 4125 3134 278 2856 455496 60290 28508 4453 1620 339 2833 24055 21363 3070 1287 263 2692 31782 29118 993 595 2664 208 1549
is_linear=0
shrinkage=0.1


Tree=1120
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 6 4 4 0 4 4 6 1 1 2 4 2 0 1 1 7 3 6 6 6 4 6 4 7
split_gain=4.95571e+12 3.8523e+13 9.85759e+13 1.14779e+14 7.82139e+13 2.95013e+14 1.8545e+14 1.15057e+14 1.06803e+14 1.02886e+14 8.8967e+13 7.27968e+13 6.4487e+13 5.16582e+13 8.04101e+13 8.29941e+13 6.98662e+13 5.97603e+13 5.94562e+13 2.92449e+14 6.39838e+13 6.10664e+13 6.15774e+13 5.15966e+13 4.92266e+13 4.87689e+13 4.67411e+13 4.57073e+13 4.4963e+13 5.94356e+13
threshold=47.245981600000007 51.307150200000002 130.05000000000004 44.064675150000006 36.865631950000008 39.625203600000013 128.05000000000004 5.5000000000000009 13.500000000000002 50.596941950000009 13.500000000000002 18.500000000000004 89.00500000000001 39.703507450000011 39.735861600000007 4556.0000000000009 25.500000000000004 8299.5000000000018 47.319699650000011 40.024897700000004 39.803839700000005 6.0000000000000009 4.5000000000000009 44.010000000000012 110.01500000000001 68.515000000000015 11.500000000000002 189.00000000000003 14.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -6 -8 10 26 -12 -13 24 -15 18 17 -17 20 -20 -16 22 -21 -11 28 -9 -2 -4 -7 -30
right_child=1 -3 3 -5 5 13 8 25 -10 23 11 12 -14 14 15 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=243.02640743725638 1261.2933672047166 16.86592625251879 -67346.318654111514 56011.200613349785 -8957.0814442748651 -873.63928993680679 14779.479517663043 -25103.102969160143 292179.7366071429 212.25619586790663 -17391.664015633138 4562.4204447428383 186156.17869318184 4559.2987515467457 -2692.1601443483701 9578.341362361456 163694.5309326172 -9441.1664362587089 -52802.920417547997 -2370.2937978526002 14387.276116944577 21980.697283633395 -16068.448935536457 20212.971744749197 -118243.78759264824 -51889.140834381367 24409.984785952591 -7487.0299597886033 -16800.332126723151 3744.9994105679398
leaf_weight=695766 13608 3250391 511 114 6063 8658 23 4146 35 1834 3361 48 33 27235 17439 7717 28 2102 1374 11793 2509 808 4547 4347 39 813 932 170 5463 1897
leaf_count=695766 13608 3250391 511 114 6063 8658 23 4146 35 1834 3361 48 33 27235 17439 7717 28 2102 1374 11793 2509 808 4547 4347 39 813 932 170 5463 1897
internal_value=0 -50.0555 -1754.14 -36857.2 -1534.14 -2740.43 3577.22 -18197.3 182176 3148.52 -677.202 -15134 78545.1 -880.728 214.01 -2235.31 5956.55 5506.74 -4332.15 -8411.99 -543.96 -4855.13 -6182.14 14278.4 -6031.73 -29494.5 2745.1 -52403.5 -5758.52 -11504.9
internal_weight=0 3.37804e+06 127647 795 126852 102631 24221 11022 58 24163 17982 3442 81 91609 75552 48317 9847 9819 38470 18522 19948 17148 16340 6181 16057 4959 14540 681 16018 7360
internal_count=4073804 3378038 127647 795 126852 102631 24221 11022 58 24163 17982 3442 81 91609 75552 48317 9847 9819 38470 18522 19948 17148 16340 6181 16057 4959 14540 681 16018 7360
is_linear=0
shrinkage=0.1


Tree=1121
num_leaves=31
num_cat=0
split_feature=1 1 0 6 7 4 3 6 4 6 5 0 4 0 4 6 4 4 4 4 0 6 3 0 6 7 2 3 4 4
split_gain=4.96681e+12 9.02386e+13 1.11628e+14 1.07615e+14 7.53563e+13 1.32434e+14 1.60936e+14 1.6371e+14 8.3381e+13 1.42955e+14 1.59838e+14 9.49098e+13 8.19754e+13 9.97291e+13 7.49219e+13 7.46815e+13 6.10963e+13 5.77766e+13 1.18687e+14 7.09973e+13 6.63582e+13 5.1502e+13 6.97899e+13 7.60255e+13 4.57701e+13 4.48727e+13 5.54204e+13 4.27862e+13 8.76896e+13 8.97026e+13
threshold=30.389265100000003 30.370944000000005 59.764576050000009 93.050000000000011 6.0000000000000009 10.500000000000002 5.5000000000000009 99.050000000000011 4.5000000000000009 88.00500000000001 4.5000000000000009 59.825842200000004 23.500000000000004 60.028671700000011 17.500000000000004 84.810000000000016 13.500000000000002 20.500000000000004 19.500000000000004 26.500000000000004 59.91832440000001 134.05000000000004 3.5000000000000004 59.933037250000005 92.02500000000002 6.0000000000000009 3338.0000000000005 10.500000000000002 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 27 3 25 8 6 7 -6 9 -4 -11 14 13 15 -10 -7 -17 18 21 -19 -20 -13 -23 -24 -18 26 -3 -1 -29 -30
right_child=-2 2 4 -5 5 12 -8 -9 11 10 -12 17 -14 -15 -16 16 24 19 20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-634.53974405860436 30.449510455508403 42019.497680610992 -14131.836732101441 122049.60685989093 -171794.56282598618 -1568.5721406917937 17754.07215786638 12309.178509615385 -60173.120528627682 -226173.01927425989 69851.27135416666 -749.0205541101567 -53146.77307673105 -192279.17505387933 -11299.185583350078 -208234.53666666668 -124465.53381696431 22149.481858231782 78256.476185825901 -95863.757047142179 -65059.369929061169 46924.626587701612 -6538.3905649038461 -230946.02118055557 30372.474011811755 -27719.802513873386 -50159.425673314145 -165738.15849294356 10991.046004085812 708.65094816598798
leaf_weight=212893 3785897 460 256 106 188 2141 116 65 502 76 24 8234 489 29 836 30 35 1336 35 53 420 31 26 36 42 189 76 31 10266 48886
leaf_count=212893 3785897 460 256 106 188 2141 116 65 502 76 24 8234 489 29 836 30 35 1336 35 53 420 31 26 36 42 189 76 31 10266 48886
internal_value=0 -400.403 -7739.81 27936.3 -9716.27 -23505.2 -79777.3 -124495 -6072.93 -53737.3 -155127 -4598.56 -15998.1 -8020.24 -29636 -5643.24 -87174.6 -1304.87 -4302.3 17646.5 -54035.1 -1584.82 -75584.9 -136840 -40008.4 14176.3 28949.4 26.6478 2405.07 2493.19
internal_weight=0 287907 15831 831 15000 3135 369 253 11865 356 100 11509 2766 2277 1338 2248 107 10171 8782 1389 455 8327 93 62 77 725 536 272076 59183 59152
internal_count=4073804 287907 15831 831 15000 3135 369 253 11865 356 100 11509 2766 2277 1338 2248 107 10171 8782 1389 455 8327 93 62 77 725 536 272076 59183 59152
is_linear=0
shrinkage=0.1


Tree=1122
num_leaves=31
num_cat=0
split_feature=0 0 6 6 5 2 1 1 6 5 7 6 1 1 3 3 0 0 4 1 4 4 1 1 6 1 6 2 1 1
split_gain=4.58636e+12 4.12966e+13 1.06595e+14 7.11613e+13 1.46313e+14 6.12846e+13 8.86222e+13 1.42327e+14 6.80867e+13 1.80671e+14 8.37737e+13 6.84733e+13 6.3837e+13 1.394e+14 5.50848e+13 5.39148e+13 5.79687e+13 4.76657e+13 2.18328e+14 1.0852e+14 1.14896e+14 1.9806e+14 1.46082e+14 1.75048e+14 1.30925e+14 1.08135e+14 8.20805e+13 7.67285e+13 8.90507e+13 9.86785e+13
threshold=54.94110555000001 54.962581500000006 138.05000000000004 110.01500000000001 3.5000000000000004 9651.0000000000018 43.047633000000012 44.628646350000004 62.995000000000012 2.5000000000000004 6.0000000000000009 87.015000000000015 82.971668900000012 82.962856350000024 1.5000000000000002 8.5000000000000018 54.94428030000001 55.007293000000011 5.5000000000000009 39.023883200000007 10.500000000000002 9.5000000000000018 82.961694200000011 83.00362155000002 116.05000000000001 83.015546400000019 76.605000000000004 8574.5000000000018 82.901648750000021 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 5 -5 6 -2 -8 9 -7 -10 -12 13 -11 -13 16 -15 18 27 -20 21 25 -23 -24 26 -21 -25 -3 -29 -30
right_child=1 17 -4 4 -6 8 7 -9 10 12 11 14 -14 15 -16 -17 -18 -19 19 20 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=154.88809704311814 7318.8929583708523 -25324.246471367296 -212364.82916666666 226649.13048878207 -72968.477176339293 -1956.0933665583282 183039.76777597403 22700.035275222082 -14842.780520047841 3321.4525356191998 -6939.9528881501437 -17825.710676961186 2027.8539817206909 71226.315603806521 6278.9460343789215 7672.9265011923653 32274.311591027508 -60.688494158608165 -79640.07528125 5009.0001857205571 1620.2269012476861 9297.5277649838372 57387.207232468878 16249.971840590533 -229357.01458333337 -19871.589231941609 53979.532955020812 1432.4581217927166 -17391.724657512994 1038.8022371921013
leaf_weight=1301151 2117 1759 24 39 28 112321 77 197 7912 3219 17006 1066 4111 470 8568 672 2042 2516678 150 13296 35640 9213 1610 4764 21 2011 656 14829 7356 4801
leaf_count=1301151 2117 1759 24 39 28 112321 77 197 7912 3219 17006 1066 4111 470 8568 672 2042 2516678 150 13296 35640 9213 1610 4764 21 2011 656 14829 7356 4801
internal_value=0 -72.6859 -1632.88 -1601.24 101436 -1644.45 14245.1 67759 -1885.84 -782.72 -5807.51 -3124.06 11752.4 17996 3611.77 32831.9 39562.3 22.7781 2208.47 5322.03 5511.65 9904.61 17588.6 28421.8 19850.9 1740.24 20816.5 -5087.83 -3768.78 -10113.2
internal_weight=0 2.77265e+06 159869 159845 67 159778 2391 274 157387 122835 34552 26640 10514 6403 9634 3184 2512 2.61278e+06 96106 67361 67211 31571 16264 7051 5441 15307 5420 28745 26986 12157
internal_count=4073804 2772653 159869 159845 67 159778 2391 274 157387 122835 34552 26640 10514 6403 9634 3184 2512 2612784 96106 67361 67211 31571 16264 7051 5441 15307 5420 28745 26986 12157
is_linear=0
shrinkage=0.1


Tree=1123
num_leaves=31
num_cat=0
split_feature=1 1 6 4 3 0 3 7 5 4 5 3 6 3 0 4 4 6 0 5 6 0 0 1 5 6 6 0 0 6
split_gain=4.75633e+12 7.29952e+13 3.97094e+13 3.46752e+13 3.36288e+13 2.9971e+13 2.80744e+13 5.36692e+13 1.06749e+14 5.21976e+13 5.61792e+13 5.41709e+13 5.12659e+13 4.493e+13 3.7827e+13 3.54064e+13 8.0406e+13 3.42224e+13 3.36805e+13 3.93217e+13 3.44345e+13 3.06092e+13 5.33384e+13 6.0871e+13 3.51031e+13 3.47455e+13 2.89462e+13 3.77446e+13 8.39122e+13 6.04658e+13
threshold=82.970388650000018 82.965501500000016 33.585000000000008 25.500000000000004 22.500000000000004 55.039488700000007 9.5000000000000018 6.0000000000000009 3.5000000000000004 17.500000000000004 1.5000000000000002 5.5000000000000009 58.005000000000003 3.5000000000000004 54.943815050000005 11.500000000000002 15.500000000000002 86.030000000000015 54.944948950000004 2.5000000000000004 60.305000000000007 54.947152850000002 54.998919050000005 82.968544750000021 1.5000000000000002 38.205000000000005 63.140000000000008 55.071632200000003 55.061158000000006 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 10 -9 13 -13 -12 -11 26 -17 21 -15 20 -20 -8 24 -24 -23 -25 -4 28 -28 -29
right_child=-2 2 3 5 -6 -7 17 8 -10 14 11 12 -14 18 -16 16 -18 -19 19 -21 -22 22 23 25 -26 -27 27 29 -30 -31
leaf_value=-9.0463869930011871 -266.11742737782902 -4732.9856383117167 2407.6633546619355 54868.732930424536 38371.335402704375 -23424.851318823668 -1604.4285756520749 9019.8593168020543 172835.70899390243 32629.094881838642 37148.257157317938 10831.110893513192 56207.178316209785 -4805.2892432000799 -1326.7702149523475 -41007.282887489098 6451.1799731213287 -18893.010328475291 58353.145653760308 69598.35749144711 -15563.959039634146 13804.228805943725 14626.234954475913 38854.076901041662 56192.15054617892 -27142.625870142227 11039.436981335288 27436.281912704027 -73636.559599093307 199444.22470238095
leaf_weight=3450934 576568 4692 13169 53 306 631 6475 4950 41 361 684 353 845 949 3597 573 947 828 91 153 205 433 1500 90 356 702 2412 762 123 21
leaf_count=3450934 576568 4692 13169 53 306 631 6475 4950 41 361 684 353 845 949 3597 573 947 828 91 153 205 433 1500 90 356 702 2412 762 123 21
internal_value=0 43.8732 3988.02 4971.41 5344.61 -17358.2 5095.81 6636.47 11748.9 11207 15745.3 25895 42836.8 16146.6 1770.27 3164.5 -11439.4 609.75 5871.14 28436.7 7160.56 2299.61 10504.3 2784.51 32929.8 -19643 4510.89 12858.5 6930.9 32049.5
internal_weight=0 3.49724e+06 46302 41610 40926 684 40620 30236 12229 12188 8230 3280 1198 2082 3958 18007 1520 10384 1398 449 296 9556 3081 2292 789 792 16487 3318 2535 783
internal_count=4073804 3497236 46302 41610 40926 684 40620 30236 12229 12188 8230 3280 1198 2082 3958 18007 1520 10384 1398 449 296 9556 3081 2292 789 792 16487 3318 2535 783
is_linear=0
shrinkage=0.1


Tree=1124
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 0 4 0 6 4 6 1 4 1 4 1 1 6 0 6 7 1 0 3 6 4 6 3 4
split_gain=4.61962e+12 1.79222e+13 3.97105e+13 4.40837e+13 1.05421e+14 7.85722e+13 1.15784e+14 1.19035e+14 9.78909e+13 1.11342e+14 2.10977e+14 1.40926e+14 1.19995e+14 1.07951e+14 1.31342e+14 7.09674e+13 7.4835e+13 6.31856e+13 6.24367e+13 6.01724e+13 7.64783e+13 5.94362e+13 5.92914e+13 1.36682e+14 1.21921e+14 1.39667e+14 6.22844e+13 5.71029e+13 5.68867e+13 5.47904e+13
threshold=83.658467900000019 83.000013850000016 53.310923100000004 55.007293000000011 87.395000000000024 54.710000000000008 54.810424650000009 15.500000000000002 54.86311005000001 72.020000000000024 9.5000000000000018 59.815000000000005 83.086354900000018 8.5000000000000018 83.117716000000016 9.5000000000000018 83.025426800000005 83.050033500000012 68.515000000000015 54.932051950000009 101.02000000000002 6.0000000000000009 83.015546400000019 55.029726000000004 1.5000000000000002 67.445000000000007 14.500000000000002 75.605000000000004 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 -3 5 15 -4 -7 8 9 11 13 -8 -12 14 -11 17 22 -5 28 20 -9 -10 -17 -24 25 -25 -26 -23 -18 -28
right_child=-2 2 3 4 -6 6 7 19 21 10 12 -13 -14 -15 -16 16 18 -19 -20 -21 -22 27 23 24 26 -27 29 -29 -30 -31
leaf_value=31.410106676082389 443.93010762310081 -18766.37649650512 -1290.5881315205456 15045.553757092332 -33568.85182610459 -4532.9084136262172 83919.920144378164 16261.345604384444 11746.294134340122 136722.60256600214 114262.64375 -15560.067142098409 376547.2319256757 -163870.47805059527 -50901.738373579545 -1702.5689961292899 -24884.797137606653 -4918.0438355028382 -37912.818563307701 -7593.5162132893602 154156.97600835757 18167.75269520827 18571.415309467015 -51393.933883863647 -4171.3427508509494 67039.884517595405 44023.402335710198 66764.689088923202 -2251.4186887436804 -5944.5554289820511
leaf_weight=3601077 221656 1230 31927 4822 1016 6413 244 622 8161 116 33 342 37 21 55 172786 1531 2362 827 3558 43 609 4715 838 3273 113 580 401 4043 353
leaf_count=3601077 221656 1230 31927 4822 1016 6413 244 622 8161 116 33 342 37 21 55 172786 1531 2362 827 3558 43 609 4715 838 3273 113 580 401 4043 353
internal_value=0 -25.5441 -842.431 -754.189 -1440 1818.62 6624.6 11648.7 17584.1 50090.5 104282 25861.6 252899 50098.7 76375.6 -1273.67 -1644.36 8481.8 -12272.3 -2432.97 25177.9 14578.4 -1271.92 6265.6 -4985.51 -37321.4 2325.81 37462.2 -8468.09 25118.1
internal_weight=0 3.85215e+06 251071 249841 197259 52582 20655 14242 10019 848 262 586 70 192 171 196243 189059 7184 6401 4223 665 9171 182658 9872 5157 951 4206 1010 5574 933
internal_count=4073804 3852148 251071 249841 197259 52582 20655 14242 10019 848 262 586 70 192 171 196243 189059 7184 6401 4223 665 9171 182658 9872 5157 951 4206 1010 5574 933
is_linear=0
shrinkage=0.1


Tree=1125
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 4 1 1 0 0 4 6 6 1 1 6 6 6 1 6 6 6 1 7 3 3 1 0 6 3
split_gain=4.6473e+12 2.25714e+13 4.35e+13 4.32617e+13 2.2147e+14 5.33346e+13 6.67022e+13 5.03478e+13 3.99796e+13 6.77708e+13 1.51231e+14 8.28317e+13 6.71011e+13 5.91117e+13 1.56431e+14 9.06358e+13 7.60214e+13 1.05713e+14 7.3071e+13 4.8619e+13 4.1637e+13 4.02952e+13 1.237e+14 1.07382e+14 1.59592e+14 2.58593e+14 8.83175e+13 8.33749e+13 8.1397e+13 1.66943e+14
threshold=25.500000000000004 55.749683450000006 55.721784200000009 30.500000000000004 31.500000000000004 28.500000000000004 37.768783500000005 37.682335600000009 55.866549750000011 55.850146250000009 26.500000000000004 48.410000000000004 53.310000000000009 37.503969450000007 37.488790500000007 116.05000000000001 61.025000000000006 62.010000000000012 37.475446350000006 61.805000000000007 76.605000000000004 68.00500000000001 37.631035900000008 6.0000000000000009 12.500000000000002 11.500000000000002 37.475446350000006 55.840017500000009 69.605000000000004 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 5 -5 7 -7 -4 9 21 11 -11 -13 14 18 20 -15 -18 -12 -14 -16 -3 23 24 25 -23 -25 -24 29 -28
right_child=1 8 3 4 -6 6 -8 -9 -10 10 13 12 19 16 15 -17 17 -19 -20 -21 -22 22 27 26 -26 -27 28 -29 -30 -31
leaf_value=-14.013343801709112 270.49613676172265 2056.1329810123602 -39795.013458728557 80842.563823295073 -13119.313970318995 -108685.62015152469 -19862.708605300741 8549.2065153150306 204.50968239395556 27388.636040986476 -46935.942463235297 333818.20625610353 60184.915179313502 -1486.1442417821345 -111318.8978789539 53507.128555575284 294788.37059151789 54295.175499168021 145517.95182845744 204021.34791389629 -263525.69411621097 -31854.565850903615 -505.41085108995799 133974.2782980818 48998.324467112921 -417468.34119318187 292101.86909950658 -161409.51515151517 32391.256347590446 14035.776593750001
leaf_weight=4004864 24527 9327 397 277 2657 155 186 471 27588 67 34 20 47 265 41 22 21 141 47 47 32 83 1334 123 146 22 38 33 742 50
leaf_count=4004864 24527 9327 397 277 2657 155 186 471 27588 67 34 20 47 265 41 22 21 141 47 47 32 83 1334 123 146 22 38 33 742 50
internal_value=0 814.064 -1330.41 -10807.9 -4248.34 -26726.8 -60236.8 -13562.1 2340.81 6988.04 35465.8 115630 167492 11403.2 -37364.9 -124418 31504.3 85470.2 64734.8 132103 -178040 5111.54 16195.9 39568.4 -18623.4 -112650 54894.9 -4389.71 43175.9 134110
internal_weight=0 68940 28670 4143 2934 1209 341 868 40270 12682 784 181 114 603 176 95 427 162 81 94 73 11898 2571 1204 251 105 953 1367 830 88
internal_count=4073804 68940 28670 4143 2934 1209 341 868 40270 12682 784 181 114 603 176 95 427 162 81 94 73 11898 2571 1204 251 105 953 1367 830 88
is_linear=0
shrinkage=0.1


Tree=1126
num_leaves=31
num_cat=0
split_feature=4 6 1 6 7 7 3 4 4 1 0 2 4 3 6 0 0 1 5 3 4 6 4 4 1 1 1 1 1 0
split_gain=4.80007e+12 3.3835e+13 6.91493e+13 1.87891e+14 1.76596e+14 8.81024e+13 1.07017e+14 9.61476e+13 1.40879e+14 9.92505e+13 9.4617e+13 1.06722e+14 8.7305e+13 8.09683e+13 8.02616e+13 8.4781e+13 8.33829e+13 7.88449e+13 8.80147e+13 7.86338e+13 7.32986e+13 1.13901e+14 7.03156e+13 1.03562e+14 1.65521e+14 1.52021e+14 1.32407e+14 1.28339e+14 1.32227e+14 1.23837e+14
threshold=10.500000000000002 74.015000000000015 38.97264950000001 84.00500000000001 6.0000000000000009 6.0000000000000009 14.500000000000002 24.500000000000004 21.500000000000004 30.345769800000003 45.036141150000006 75.000000000000014 28.500000000000004 2.5000000000000004 75.010000000000005 60.028671700000011 60.01610465000001 30.323041000000003 3.5000000000000004 23.500000000000004 26.500000000000004 97.020000000000024 14.500000000000002 13.500000000000002 37.755233900000007 37.924401400000008 37.804148700000006 37.374856000000008 30.362494150000003 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 17 8 -8 14 -11 -12 19 -5 -10 16 -16 18 -7 -3 21 -9 23 24 27 29 -26 28 -19 -25
right_child=1 2 3 13 -6 6 7 20 9 10 11 -13 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=83.998914527066702 74.812480332020797 3359.7456097471909 -11959.004559125127 -9651.2509078362873 -576.24469014976228 -17241.677564612499 -4350.2398131898972 -22648.15612821059 130744.46247020658 131548.12645926338 28240.503109882971 -9990.8105636098553 -33698.291914234484 1314.511446935343 38475.706803961562 -38300.529761614125 125693.27196583469 12478.43652033927 19390.099496235005 -28825.990136225377 8564.4134276891837 31124.636770240999 -5590.9247389984866 -938.06288100940549 -111312.45113570603 125523.29936046171 7682.4509452418279 27578.31506933058 -34615.264714231678 44843.972751407273
leaf_weight=2547999 1262436 73430 32483 7399 23483 7474 2727 2640 118 70 1959 1164 653 74856 565 112 136 1182 719 767 2431 463 22942 1611 243 133 152 1321 1203 933
leaf_count=2547999 1262436 73430 32483 7399 23483 7474 2727 2640 118 70 1959 1164 653 74856 565 112 136 1182 719 767 2431 463 22942 1611 243 133 152 1321 1203 933
internal_value=0 -140.273 -1171.27 -2713.1 -7182.87 531.624 -2705.08 5365.36 13284.2 24945.1 16568.2 13991 2706.63 328.119 53674.8 42488.8 55396.7 -5341.44 -14027 3027.03 -4438.08 -14624.7 -2947.08 6001.76 -3985.1 21301 -65522 2573.75 -11275.7 15852.3
internal_weight=0 1.5258e+06 263369 138221 55966 125148 50298 12385 6851 4124 3193 3123 74850 82255 931 813 701 37913 8193 74197 5534 3103 29720 6778 4101 2677 395 3706 2385 2544
internal_count=4073804 1525805 263369 138221 55966 125148 50298 12385 6851 4124 3193 3123 74850 82255 931 813 701 37913 8193 74197 5534 3103 29720 6778 4101 2677 395 3706 2385 2544
is_linear=0
shrinkage=0.1


Tree=1127
num_leaves=31
num_cat=0
split_feature=6 6 0 4 4 3 2 4 0 1 1 4 4 0 4 1 4 0 3 2 0 1 2 4 3 0 6 0 5 2
split_gain=4.95477e+12 4.66631e+13 5.5899e+13 7.18196e+13 7.20496e+13 6.99333e+13 5.77625e+13 6.28834e+13 5.69368e+13 5.11962e+13 1.46836e+14 8.58211e+13 8.72652e+13 7.78592e+13 6.64818e+13 5.84116e+13 6.07132e+13 5.59069e+13 5.43947e+13 5.15258e+13 4.56409e+13 6.1503e+13 7.69711e+13 5.5081e+13 5.43241e+13 6.26844e+13 5.03668e+13 4.70776e+13 4.51107e+13 4.64916e+13
threshold=77.010000000000005 74.015000000000015 55.649510000000014 10.500000000000002 28.500000000000004 4.5000000000000009 2421.5000000000005 18.500000000000004 55.876067900000002 82.981285100000022 82.911604200000014 16.500000000000004 18.500000000000004 45.090603300000005 16.500000000000004 38.97264950000001 11.500000000000002 55.026775150000006 16.500000000000004 6680.0000000000009 55.710673100000008 37.71815560000001 75.000000000000014 34.500000000000007 15.500000000000002 55.676890650000011 75.605000000000004 55.81943720000001 3.5000000000000004 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 7 8 -7 10 13 -12 17 15 -15 16 -5 -13 -14 -11 21 24 -23 27 25 26 -9 -22 -1 -30
right_child=-2 2 5 4 -6 6 -8 20 -10 19 11 12 18 14 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-16.596150583152962 302.21821187419647 -1154.5782402029647 -4768.2750252006008 116380.61867766205 67574.334252929693 24086.519346339199 123.07731394052765 -36672.9609375 1635.2868162045427 38119.541693623862 -25893.609361192561 75943.148884334121 -697.98764448808697 -6278.0524164788685 -22398.343456606111 -9944.2888993605829 8865.9960380848261 4139.2095588631464 56349.748919796832 -38846.09548065647 21083.138059363628 -86303.06872370794 8077.497951357208 127111.82777660474 48752.34726747455 -65405.037306514103 158330.08032407408 -9741.5826009717803 -20595.622590836236 4903.3751851942889
leaf_weight=3488865 478729 23555 15324 54 121 3659 13865 26 1634 96 389 430 905 4010 7067 3296 1920 145 205 926 893 234 137 37 165 137 27 1113 736 25104
leaf_count=3488865 478729 23555 15324 54 121 3659 13865 26 1634 96 389 430 905 4010 7067 3296 1920 145 205 926 893 234 137 37 165 137 27 1113 736 25104
internal_value=0 -40.2441 -2422.73 -4873.99 -9352.16 414.668 4036.84 10767.7 17155.6 -9830.89 -8622.23 16443.2 26217.1 -11802.4 -16562.6 -1796.8 11807.1 57836.1 9837.86 -31616.4 -1442.85 -22979.7 -51450.9 6210.47 6774.82 -29679.3 62668.2 3980.49 14.2357 4177.09
internal_weight=0 3.59508e+06 80370 43119 19564 37251 21927 8062 5293 19443 18421 2074 1685 16347 11077 5270 1974 575 1110 1022 2769 726 371 2043 355 190 53 2006 3.5147e+06 25840
internal_count=4073804 3595075 80370 43119 19564 37251 21927 8062 5293 19443 18421 2074 1685 16347 11077 5270 1974 575 1110 1022 2769 726 371 2043 355 190 53 2006 3514705 25840
is_linear=0
shrinkage=0.1


Tree=1128
num_leaves=31
num_cat=0
split_feature=6 0 0 4 4 5 7 1 6 6 5 1 1 4 0 4 1 3 6 1 4 7 4 4 7 0 4 0 1 6
split_gain=5.3556e+12 2.25477e+13 5.0816e+13 1.91284e+14 2.01005e+14 1.15613e+14 9.09677e+13 9.03389e+13 1.29205e+14 1.12954e+14 1.31603e+14 7.81874e+13 7.60743e+13 9.28624e+13 7.48772e+13 7.08553e+13 6.70514e+13 6.69595e+13 7.71957e+13 1.00841e+14 1.04808e+14 8.06898e+13 7.04973e+13 7.23225e+13 6.4739e+13 1.57557e+14 9.89704e+13 6.26482e+13 5.8725e+13 5.65897e+13
threshold=88.825000000000003 59.933037250000005 59.882709350000006 7.5000000000000009 9.5000000000000018 4.5000000000000009 6.0000000000000009 30.438492500000006 94.02500000000002 100.05000000000001 1.5000000000000002 30.315889700000003 30.330566300000005 13.500000000000002 59.91832440000001 19.500000000000004 30.323041000000003 11.500000000000002 125.02000000000002 30.303340300000002 19.500000000000004 6.0000000000000009 10.500000000000002 15.500000000000002 6.0000000000000009 59.905532300000012 23.500000000000004 59.905532300000012 30.303340300000002 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 5 -5 6 14 8 11 10 -10 -6 -13 -14 16 -9 28 18 19 21 22 -11 -21 -24 25 -17 -26 -20 29 -4
right_child=1 -3 3 4 7 -7 -8 15 9 17 -12 12 13 -15 -16 24 -18 -19 27 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=27.648217170573453 -493.1939672731832 2862.0761846476798 -100819.08164792642 58181.523045500697 -26352.037664794923 9549.1241897456057 51288.30784677359 49764.81976909723 67995.166132983824 122028.11110677084 -94343.412952902072 122767.16208184425 69226.753846976062 -29375.23893908826 -31919.484203813539 -121272.64920914448 -118540.56712390989 36030.968072013311 -12107.834885817309 -156406.06435032896 119112.85556640626 -101859.14673295454 -2780.2084404460547 -84163.912968052464 127144.06854200487 27125.143621296967 -25767.873747350815 132173.7688137755 -4051.582668340774 27425.811642530491
leaf_weight=3849942 198817 18563 214 604 256 601 104 450 57 60 403 94 201 182 1441 122 215 209 78 76 32 22 179 280 77 173 94 49 168 41
leaf_count=3849942 198817 18563 214 604 256 601 104 450 57 60 403 94 201 182 1441 122 215 209 78 76 32 22 179 280 77 173 94 49 168 41
internal_value=0 -475.49 -777.27 -9490.5 5414.62 -29289 -39981.5 -4886.35 -15967.8 -33315 -74227.5 18229.6 42156 22371.5 -44547.2 21462.3 -73068.5 -14208.6 -27739.6 -41691.9 -56682.2 61960.8 -67197 -52426 -5868.46 -34246.1 43087.2 43559.9 -49956.2 -80199.3
internal_weight=0 223862 205299 6482 3698 2784 2183 3094 2178 1445 460 733 477 383 2079 916 638 985 776 649 567 82 535 459 466 295 171 127 423 255
internal_count=4073804 223862 205299 6482 3698 2784 2183 3094 2178 1445 460 733 477 383 2079 916 638 985 776 649 567 82 535 459 466 295 171 127 423 255
is_linear=0
shrinkage=0.1


Tree=1129
num_leaves=31
num_cat=0
split_feature=6 5 0 2 1 3 3 1 0 3 6 4 0 1 0 6 0 4 7 4 1 2 0 5 1 4 6 4 1 3
split_gain=4.9423e+12 2.61897e+13 3.2786e+13 4.7097e+13 3.66818e+13 3.50953e+13 3.4858e+13 8.82851e+13 5.47563e+13 7.67679e+13 5.1024e+13 4.86044e+13 6.41546e+13 4.96596e+13 9.23641e+13 4.15679e+13 5.98021e+13 1.00212e+14 3.99717e+13 9.57649e+13 5.03435e+13 6.59491e+13 7.47171e+13 5.33123e+13 6.4287e+13 4.77955e+13 6.42865e+13 8.09212e+13 6.0791e+13 1.29119e+14
threshold=112.00500000000001 3.5000000000000004 60.002985000000002 3338.0000000000005 30.410676000000006 1.5000000000000002 10.500000000000002 30.303340300000002 45.022979600000006 16.500000000000004 128.05000000000004 17.500000000000004 44.878071950000013 39.718675700000013 43.472751400000007 120.05000000000001 56.904718250000009 13.500000000000002 6.0000000000000009 25.500000000000004 49.195555600000006 3062.5000000000005 58.08467765000001 5.5000000000000009 82.895858600000011 12.500000000000002 118.04500000000002 22.500000000000004 43.56803845000001 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 5 -5 -4 18 -8 9 11 -11 13 -13 -9 -15 -10 -17 -18 19 20 25 -22 23 -23 -25 28 -27 -28 -3 -30
right_child=1 2 3 4 -6 -7 7 8 15 10 -12 12 -14 14 -16 16 17 -19 -20 -21 21 22 -24 24 -26 26 27 -29 29 -31
leaf_value=14.401085291852405 -2734.7749975107472 1096.7781603953338 122663.57076671513 -139329.2565625 -713.77695428757443 29171.19916976073 -74475.796444685824 -8437.5554101562502 19646.582535591708 -132634.74750000003 38431.775637637875 -53676.845256696433 -274072.31779687497 -34375.012936970343 -249881.36744791665 -1771.8630343322018 -178951.54781967474 -23048.309263070914 -9054.5616541362688 188186.52731584822 -22186.747162907734 2511.7967563112716 -130374.33026889536 -134238.68291635666 11021.014572298729 -22527.573779103881 40337.696853216767 -43543.90421382874 28320.12942536825 -36528.842276043484
leaf_weight=4005334 35363 8328 43 20 420 606 187 120 788 20 136 28 25 59 30 3312 49 260 2908 28 1370 10127 43 63 59 253 1218 127 2121 359
leaf_count=4005334 35363 8328 43 20 420 606 187 120 788 20 136 28 25 59 30 3312 49 260 2908 28 1370 10127 43 63 59 253 1218 127 2121 359
internal_value=0 -842.43 1178.87 18242.3 -7014.48 35365.6 598.5 -7058.81 -4447.05 -39037.8 16500.2 -72106.2 -157637 -50416.6 -107018 -1167.63 -5697.21 -47770.8 2020.28 3356.84 3141.81 -1575.35 1168.29 1720.18 -63990.1 7576.08 23718.2 32417.3 5189.41 18932.7
internal_weight=0 68470 33107 1089 440 649 32018 5014 4827 418 156 262 53 209 89 4409 3621 309 27004 24096 24068 11662 10292 10249 122 12406 1598 1345 10808 2480
internal_count=4073804 68470 33107 1089 440 649 32018 5014 4827 418 156 262 53 209 89 4409 3621 309 27004 24096 24068 11662 10292 10249 122 12406 1598 1345 10808 2480
is_linear=0
shrinkage=0.1


Tree=1130
num_leaves=31
num_cat=0
split_feature=6 5 7 6 1 3 6 4 3 1 2 3 3 4 1 1 4 1 0 3 1 0 3 0 0 6 3 0 4 1
split_gain=4.99932e+12 4.53126e+13 7.97837e+13 5.4815e+13 5.54488e+13 5.42216e+13 6.00749e+13 9.00407e+13 6.63651e+13 6.84072e+13 6.65981e+13 5.35419e+13 5.44523e+13 5.01389e+13 1.04294e+14 6.3733e+13 1.19061e+14 9.71443e+13 1.54649e+14 9.53404e+13 8.66349e+13 9.64805e+13 9.72661e+13 8.87182e+13 1.80607e+14 4.75956e+14 2.74046e+14 1.70105e+14 1.15126e+14 2.30522e+14
threshold=77.010000000000005 2.5000000000000004 6.0000000000000009 122.65000000000002 83.117716000000016 9.5000000000000018 79.015000000000015 19.500000000000004 6.5000000000000009 107.59716050000002 6680.0000000000009 21.500000000000004 18.500000000000004 4.5000000000000009 38.066230450000006 30.260128500000004 8.5000000000000018 30.205407000000005 54.73499850000001 7.5000000000000009 30.303340300000002 59.939085000000013 5.5000000000000009 59.856552950000008 57.634352600000007 78.010000000000005 8.5000000000000018 59.963561900000009 15.500000000000002 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -6 10 -10 12 -5 14 -2 16 19 18 -18 -15 21 22 -17 24 -22 26 -26 28 29 -25
right_child=1 -3 -4 11 5 -7 7 -9 9 -11 -12 -13 -14 15 -16 20 17 -19 -20 -21 23 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-40.424634082821342 -42820.03079023325 662.25689830011765 3683.7207876052562 10608.360105435786 -31643.535922011506 27205.626173003973 -14078.184858246554 -210430.62285156251 2982.7810639880954 36285.401598011369 -195212.43147194604 124395.39312595275 -155219.70874999999 62166.539306551364 -2674.6499067868549 -159509.03800172021 24758.722226718681 20430.22014989359 -83143.540651781994 -103696.83585304055 -4294.9516428779871 -20473.12790360277 28138.54894425676 5646.1965999681124 -37073.155670683263 -15287.204459541201 -309341.12755681819 -18512.499916178389 -7975.9636249357782 91025.298152306437
leaf_weight=3595075 1036 421445 15907 1996 186 173 868 24 21 22 88 41 20 547 1724 109 239 753 299 37 28898 548 37 637 59 691 99 1080 517 628
leaf_count=3595075 1036 421445 15907 1996 186 173 868 24 21 22 88 41 20 547 1724 109 239 753 299 37 28898 548 37 637 59 691 99 1080 517 628
internal_value=0 303.574 -2335.3 -4649.25 -5481.75 -25157.1 -32649.9 -19361.2 -70042.5 -124563 -157028 11264 8963.24 -4765.02 -17743.7 -3746.73 14191.8 -2756.49 -35209.3 51658.1 -4756.7 -39718.5 -111955 -4012.62 -5630.52 -51090.2 -207671 12803.4 31782.8 48032
internal_weight=0 478729 57284 41377 39320 1382 1209 892 317 131 109 2057 2016 37938 2760 35178 1875 1291 538 584 33303 694 146 32609 29747 849 158 2862 1782 1265
internal_count=4073804 478729 57284 41377 39320 1382 1209 892 317 131 109 2057 2016 37938 2760 35178 1875 1291 538 584 33303 694 146 32609 29747 849 158 2862 1782 1265
is_linear=0
shrinkage=0.1


Tree=1131
num_leaves=31
num_cat=0
split_feature=6 0 1 4 4 6 2 4 4 0 4 3 1 3 0 0 0 5 1 0 0 2 4 1 1 0 3 1 4 6
split_gain=5.14469e+12 2.01735e+13 2.62656e+13 2.69874e+13 2.29802e+13 2.25203e+13 5.30685e+13 4.64944e+13 3.8834e+13 6.49629e+13 8.88928e+13 6.3338e+13 5.10069e+13 7.21146e+13 5.07778e+13 7.6679e+13 5.12096e+13 4.39999e+13 1.34995e+14 4.44245e+13 4.35157e+13 4.19716e+13 4.73676e+13 1.02312e+14 8.75694e+13 7.39876e+13 7.21483e+13 6.52949e+13 8.4315e+13 5.21059e+13
threshold=102.04000000000001 43.051287600000009 44.628646350000004 2.5000000000000004 13.500000000000002 104.01000000000001 75.000000000000014 16.500000000000004 11.500000000000002 55.728148450000006 19.500000000000004 14.500000000000002 60.571186450000006 18.500000000000004 54.998919050000005 55.043091000000011 55.702806750000008 3.5000000000000004 37.131181300000009 43.687280500000007 59.950512650000007 6680.0000000000009 17.500000000000004 38.958307950000012 38.927872750000006 45.015054600000006 12.500000000000002 38.989878900000008 18.500000000000004 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 14 11 -11 -12 -14 21 -16 -17 -8 20 -20 -19 22 23 24 -10 26 -24 28 -27 -26
right_child=1 5 3 4 -6 -7 8 -9 9 10 12 -13 13 -15 15 16 -18 18 19 -21 -22 -23 25 -25 29 27 -28 -29 -30 -31
leaf_value=18.482767110643465 -83206.904016113287 65101.13837286699 -46495.101676615173 12422.181741775106 -13670.088030352483 -464.5968791054961 5617.1328447967981 2120.9876570159317 -42594.017797619046 9052.0982109318775 -13075.256889242703 80690.027610212055 -40149.994079687502 -202548.673125 -74856.768363878567 -12828.110032275044 -171867.37451636908 -112052.8708257766 112518.49611672794 -4065.1585337260776 -16222.234410511366 15255.201087479181 22613.925119628908 -59433.791486252347 148828.5246292373 110032.76860795455 244888.25869565221 15817.381097797836 -103792.04574081689 7697.7839095744685
leaf_weight=3966508 32 190 89 2844 383 94524 3138 306 105 1042 698 140 125 35 412 564 21 168 34 845 66 394 40 567 59 22 23 269 114 47
leaf_count=3966508 32 190 89 2844 383 94524 3138 306 105 1042 698 140 125 35 412 564 21 168 34 845 66 394 40 567 59 22 23 269 114 47
internal_value=0 -683.269 6957.1 7827.19 9325.39 -929.353 -5590.92 26246.4 -7359.66 -13647.4 -247.839 17537.1 -24748.8 -75674.7 -24013.3 -41810.7 -18537.2 -441.876 -17524.7 444.334 -85023.7 -13193.8 -22189.7 -37311.9 22134.2 2949.34 103762 -12732.6 -69202.7 86251.7
internal_weight=0 107296 3348 3316 3227 103948 9424 496 8928 4677 2040 1182 858 160 2637 997 585 4251 1113 879 234 1640 1246 778 211 468 63 405 136 106
internal_count=4073804 107296 3348 3316 3227 103948 9424 496 8928 4677 2040 1182 858 160 2637 997 585 4251 1113 879 234 1640 1246 778 211 468 63 405 136 106
is_linear=0
shrinkage=0.1


Tree=1132
num_leaves=31
num_cat=0
split_feature=2 6 0 6 0 3 4 4 1 7 1 6 5 3 0 4 0 1 1 4 4 7 0 0 0 4 4 1 7 1
split_gain=5.08815e+12 2.85286e+13 6.29898e+13 5.37651e+13 5.05201e+13 9.04144e+13 8.37054e+13 1.6642e+14 2.36543e+14 6.48782e+14 3.46627e+14 1.61748e+14 2.28483e+14 1.25772e+14 1.07054e+14 9.16346e+13 1.17847e+14 1.02444e+14 1.01869e+14 2.40335e+14 4.13972e+14 1.96302e+14 1.34589e+14 1.09837e+14 9.59081e+13 1.16027e+14 1.27532e+14 1.13881e+14 1.16072e+14 1.06413e+14
threshold=36.000000000000007 36.905000000000008 55.60524465000001 35.305000000000007 55.633951400000008 1.5000000000000002 16.500000000000004 14.500000000000002 37.475446350000006 6.0000000000000009 37.425454150000007 69.605000000000004 2.5000000000000004 11.500000000000002 55.622114900000007 3.5000000000000004 55.554045200000012 37.131181300000009 37.46219940000001 13.500000000000002 12.500000000000002 6.0000000000000009 55.60524465000001 55.595177750000005 55.520061350000013 5.5000000000000009 6.5000000000000009 37.563506350000004 6.0000000000000009 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 15 10 -10 -9 12 -12 14 -11 17 24 -3 19 20 22 -21 23 -18 25 29 -27 28 -26 -17
right_child=-2 4 -4 -5 5 -7 -8 8 9 13 11 -13 -14 -15 -16 16 18 -19 -20 21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-10545.31449035653 30.962841970478962 -45924.296459168276 3714.2197677285317 6549.6093537641136 -11235.877756941785 -1164.9513381713248 -2649.4135004156233 54641.450371007777 -8765.7686050961693 43302.75747514682 370.94404445639208 -31042.287974673833 161232.0999652778 89574.971306055319 217111.31598307291 4320.629797958055 17635.419998661797 42709.84446903861 -1941.9086403888141 15692.828698234249 -97559.667810356332 187991.84250163901 44589.756274351828 -31081.33652858331 -1036.8014136554298 169657.0142458546 6918.6298093166379 -90596.231926195556 -36031.807830888967 -64582.292496675094
leaf_weight=6394 3783399 154 36877 2583 9405 170942 27094 1079 2568 2267 4669 1909 90 931 36 431 1870 851 10343 123 328 143 1373 615 1924 49 2791 231 1868 467
leaf_count=6394 3783399 154 36877 2583 9405 170942 27094 1079 2568 2267 4669 1909 90 931 36 431 1870 851 10343 123 328 143 1373 615 1924 49 2791 231 1868 467
internal_value=0 -403.384 1885.55 -5626.5 -832.566 -1690.14 1576.34 4661.57 13492.4 28760.3 2057.73 -6451.24 3413.08 58558.3 46019.7 -416.689 -1733.08 29128.1 3502.08 16149.7 10292.7 108320 19462.1 5578.76 -11713 -180.484 9726.44 -22428.5 -18275.9 -31512
internal_weight=0 290405 45854 8977 244551 180347 64204 37110 13549 5802 7747 6668 4759 3234 2303 23561 22556 1005 14795 4452 4186 266 3858 2485 7761 3738 2840 4023 3792 898
internal_count=4073804 290405 45854 8977 244551 180347 64204 37110 13549 5802 7747 6668 4759 3234 2303 23561 22556 1005 14795 4452 4186 266 3858 2485 7761 3738 2840 4023 3792 898
is_linear=0
shrinkage=0.1


Tree=1133
num_leaves=31
num_cat=0
split_feature=6 2 3 3 0 3 3 4 1 5 0 6 3 0 0 0 4 0 6 0 4 6 6 0 6 3 6 0 4 6
split_gain=4.93463e+12 2.54348e+13 3.09889e+13 6.1014e+13 5.3304e+13 5.54583e+13 4.39902e+13 6.50087e+13 1.13862e+14 1.11568e+14 1.09015e+14 1.98805e+14 5.83266e+13 7.63662e+13 2.6961e+14 9.70161e+13 7.60771e+13 7.25456e+13 9.68863e+13 6.42248e+13 5.31295e+13 5.22722e+13 7.27921e+13 1.0163e+14 1.07623e+14 1.84283e+14 1.02583e+14 6.77126e+13 6.09894e+13 8.49937e+13
threshold=112.00500000000001 2882.5000000000005 17.500000000000004 20.500000000000004 55.82518790000001 21.500000000000004 4.5000000000000009 8.5000000000000018 30.205407000000005 3.5000000000000004 44.046956350000009 120.05000000000001 8.5000000000000018 44.739668300000005 43.6005307 43.687280500000007 22.500000000000004 43.550475500000012 156.15000000000003 55.850146250000009 18.500000000000004 116.05000000000001 128.05000000000004 45.047736150000013 122.65000000000002 14.500000000000002 122.65000000000002 45.029425500000009 12.500000000000002 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 6 -4 5 -5 -2 8 -8 -10 11 -11 13 14 -9 -16 -15 18 -14 -18 21 -19 23 24 -23 27 28 -26 29 -25
right_child=1 -3 3 4 -6 -7 7 12 9 10 -12 -13 17 16 15 -17 19 20 -20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=14.389912511884805 -1944.0679917982038 -2465.1150518006366 -31244.576959331469 65665.102757695902 -24887.340984415274 3343.0969090707404 154261.83066860467 -39788.966565393523 -32859.199377058663 -171488.29548233698 -252.3048970964505 152574.96533841998 -22936.725468076511 20667.369943711106 263487.80275297625 84249.664437971442 -54206.745374081744 25280.21760698461 -269399.17088068184 21114.031357035346 18969.69815062793 -94472.979707845065 5944.6377819459094 95637.86661889794 -100770.69189453125 209459.15881696431 -44483.873031286683 66781.112049057905 -1807.2132021197151 -49502.650324292452
leaf_weight=4005334 12606 40055 830 201 388 493 43 108 1196 23 1487 107 58 3549 63 58 268 670 22 196 1953 312 2474 169 83 35 426 34 510 53
leaf_count=4005334 12606 40055 830 201 388 493 43 108 1196 23 1487 107 58 3549 63 58 268 670 22 196 1953 312 2474 169 83 35 426 34 510 53
internal_value=0 -841.776 1446.55 -10848.6 4797.18 21393.1 2333.56 6213.8 -7233.97 -9702.63 7424.93 95240.7 9692.36 18894 75061.2 177572 15688.9 3951.31 -90713.9 -22390.2 5078.44 -613.886 -4849.49 -21313.5 -60857.6 8142.51 -5468.61 -52080.4 17237 60987.2
internal_weight=0 68470 28415 1912 1082 694 26503 13897 2856 2813 1617 130 11041 4242 229 121 4013 6799 80 464 6719 4766 4096 1622 464 152 1158 117 732 222
internal_count=4073804 68470 28415 1912 1082 694 26503 13897 2856 2813 1617 130 11041 4242 229 121 4013 6799 80 464 6719 4766 4096 1622 464 152 1158 117 732 222
is_linear=0
shrinkage=0.1


Tree=1134
num_leaves=31
num_cat=0
split_feature=6 5 1 7 7 5 6 3 0 0 4 3 4 1 6 0 1 1 1 3 4 0 0 0 0 0 1 1 1 4
split_gain=4.9703e+12 3.7204e+13 6.90364e+13 6.71556e+13 4.87277e+13 1.08825e+14 1.45924e+14 1.26657e+14 1.03747e+14 1.34621e+14 7.91532e+13 7.11347e+13 9.853e+13 9.51074e+13 9.76722e+13 1.40654e+14 9.63366e+13 8.45562e+13 1.22843e+14 1.06804e+14 8.51528e+13 9.42472e+13 2.34193e+14 1.15999e+14 3.05401e+14 9.08464e+13 7.89838e+13 7.65698e+13 9.1785e+13 1.43034e+14
threshold=77.010000000000005 2.5000000000000004 82.92647190000001 6.0000000000000009 6.0000000000000009 3.5000000000000004 120.05000000000001 1.5000000000000002 45.109778000000006 45.07004340000001 8.5000000000000018 9.5000000000000018 10.500000000000002 56.805602900000004 87.015000000000015 55.102137100000007 39.689978950000004 49.030112300000006 37.873748150000004 15.500000000000002 18.500000000000004 56.818587550000011 56.760749800000006 57.15297970000001 57.14107305000001 56.858606850000008 82.860505900000007 83.050033500000012 82.970388650000018 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 10 9 -9 -3 13 -13 16 15 26 -10 18 -14 -20 -19 22 -22 24 25 -23 -15 28 29 -16
right_child=1 4 -4 -5 -6 -7 -8 8 11 -11 -12 12 17 14 27 -17 -18 20 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-40.307146368857623 -3320.5301201064794 1487.432422274843 -14454.119958127114 4617.4806764566229 -874.20270281480498 -1796.9206680948589 -6734.7126618678103 1437.1284728194919 6181.1274321144338 -18678.490222230626 -12348.613378409011 -14641.069145121888 4594.7845013609704 -18446.720066600188 -25855.233291858596 -557.41195502620008 14367.179361556548 3746.8084241869533 -3745.5949284279432 -31659.44049647194 26376.425419884457 82095.098732027109 -38429.053858802647 -9986.8128992541097 315161.98162434902 -268.36169081467847 20087.8037797049 11751.431506963327 -18949.645162523233 2828.0963187364027
leaf_weight=3595075 38338 8907 4185 14761 142816 77125 15400 26774 39054 3799 7717 3392 13819 569 1981 8388 22751 8515 4631 1947 2838 376 694 232 48 208 8160 3787 3314 14203
leaf_count=3595075 38338 8907 4185 14761 142816 77125 15400 26774 39054 3799 7717 3392 13819 569 1981 8388 22751 8515 4631 1947 2838 376 694 232 48 208 8160 3787 3314 14203
internal_value=0 302.692 -2088.44 -1113.84 627.701 1397.53 2620.19 3394.31 4211.35 -1062.44 -4935.38 5372.09 1595.62 6728.13 2955.21 8689.88 9194.49 3249.13 -759.497 -12007.7 9582.01 20884.7 13642.8 50489.3 72689.4 52760.2 17575.9 -1260.39 -3787.61 -682.882
internal_weight=0 478729 57284 53099 421445 278629 201504 186104 169480 30573 16624 138907 36700 102207 40402 17117 61805 33308 20397 6578 12911 4396 3532 864 632 584 8729 23285 19498 16184
internal_count=4073804 478729 57284 53099 421445 278629 201504 186104 169480 30573 16624 138907 36700 102207 40402 17117 61805 33308 20397 6578 12911 4396 3532 864 632 584 8729 23285 19498 16184
is_linear=0
shrinkage=0.1


Tree=1135
num_leaves=31
num_cat=0
split_feature=1 5 0 4 6 0 4 0 1 6 4 1 0 0 0 7 0 1 1 4 4 4 4 0 1 1 6 5 4 3
split_gain=4.51424e+12 2.84032e+13 2.76108e+13 2.45675e+13 9.03975e+13 1.15465e+14 7.68534e+13 1.66893e+14 1.92793e+14 1.23888e+14 8.70965e+13 6.47132e+13 1.33863e+14 1.15233e+14 1.50578e+14 8.8363e+13 2.95256e+14 1.70312e+14 1.76927e+14 1.43211e+14 1.41599e+14 2.75297e+14 1.32616e+14 1.2436e+14 2.30351e+14 1.41142e+14 1.24913e+14 1.23296e+14 1.10376e+14 1.08904e+14
threshold=30.303340300000002 7.5000000000000009 54.604289300000012 22.500000000000004 95.045000000000016 60.034792100000011 14.500000000000002 60.042359000000012 30.226173900000003 50.995000000000012 15.500000000000002 30.157841000000001 59.856552950000008 59.898927250000007 59.838047850000002 6.0000000000000009 59.990753350000013 30.277905650000005 30.242318500000007 19.500000000000004 17.500000000000004 19.500000000000004 20.500000000000004 59.950512650000007 30.226173900000003 30.205407000000005 50.995000000000012 2.5000000000000004 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 -1 6 -5 -6 -4 11 10 -10 -9 12 -8 14 -13 23 -17 18 19 -18 -19 -22 29 24 28 27 -26 -25 -15 -21
right_child=-2 -3 3 4 5 -7 7 8 9 -11 -12 13 -14 15 -16 16 17 20 -20 22 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-67795.022824347601 21.52760718249078 118648.49834960938 335.37988429364509 3978.6628532105251 -42228.136155174958 46707.645583951271 -5820.0092345859048 80460.2087101863 -45314.178185556455 -143062.79720833336 -21497.936931509208 18752.015613470441 19758.550040051003 -87594.408749241513 -23778.598804885864 -52902.802100997767 -11777.137381764911 -20304.188033841565 -42669.129864719769 1879.8789777243192 93434.821761012165 -5492.1854408701338 -36944.173817588409 18023.99367472059 13263.775027901787 -4354.0143557658657 159823.22714792081 107475.52642340907 22458.025939100342 87496.462127955238
leaf_weight=61 3910268 20 106750 21209 833 177 5624 104 306 225 431 973 3216 103 5763 1354 2193 452 1275 227 586 541 190 749 84 8486 189 194 791 430
leaf_count=61 3910268 20 106750 21209 833 177 5624 104 306 225 431 973 3216 103 5763 1354 2193 452 1275 227 586 541 190 749 84 8486 189 194 791 430
internal_value=0 -514.741 -529.316 -504.213 2586.74 -26642.4 -990.476 -5094.61 -44046 -86733.1 -1678.04 -3852.17 3485.49 -6491.11 -17635.1 -2284.3 -10792.8 -1119.03 -11402 1711.7 26981.7 45946.3 36636.1 3535.76 34329.8 -275.527 114728 36426.5 9778.61 57915.1
internal_weight=0 163536 163516 163455 22219 1010 141236 34486 1066 531 535 33420 8840 24580 6736 17844 7248 5894 4315 3040 1579 1127 847 10596 1167 9429 273 943 894 657
internal_count=4073804 163536 163516 163455 22219 1010 141236 34486 1066 531 535 33420 8840 24580 6736 17844 7248 5894 4315 3040 1579 1127 847 10596 1167 9429 273 943 894 657
is_linear=0
shrinkage=0.1


Tree=1136
num_leaves=31
num_cat=0
split_feature=4 0 6 6 6 1 1 3 0 5 5 6 0 0 1 0 1 6 4 1 6 1 0 0 1 7 6 4 7 4
split_gain=4.4925e+12 3.33002e+13 4.96078e+13 3.25665e+13 5.82863e+13 1.7916e+14 8.67211e+13 7.21254e+13 1.04499e+14 7.36956e+13 5.04409e+13 1.15307e+14 1.14688e+14 1.00176e+14 1.31551e+14 8.75254e+13 1.10728e+14 1.24593e+14 8.49815e+13 8.4693e+13 8.69143e+13 7.69151e+13 7.66122e+13 9.84168e+13 8.74288e+13 7.62049e+13 1.93343e+14 7.78976e+13 7.28442e+13 1.30231e+14
threshold=9.5000000000000018 63.565651350000003 92.02500000000002 80.030000000000015 80.720000000000013 30.452677500000004 38.066230450000006 3.5000000000000004 59.933037250000005 2.5000000000000004 2.5000000000000004 61.425000000000004 45.177967300000006 43.687280500000007 39.044653900000007 57.174562350000009 49.195555600000006 78.010000000000005 5.5000000000000009 55.90712030000001 66.50500000000001 39.777866350000004 51.659529100000007 52.960348700000004 43.932356550000009 6.0000000000000009 73.995000000000019 8.5000000000000018 6.0000000000000009 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=3 -2 -3 10 5 7 -7 -5 -9 -10 11 -1 -12 -13 28 16 17 22 -17 -18 -21 -20 -16 -24 -25 27 -27 -14 29 -15
right_child=1 2 -4 4 -6 6 -8 8 9 -11 12 13 25 14 15 18 19 -19 21 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-160.48365542350817 87.933783772828221 12264.810823048932 123916.59681783538 43151.857054486711 1145.9599229335859 -38646.135894325664 15604.372651777036 56730.449004120885 64369.322887073868 283339.9254901961 3349.032684649068 -9142.4457378612569 -889.67322043718104 -1635.7541686513734 11754.901026497704 11647.932397419791 -10501.514226276518 -24298.238911293774 -69202.945071121139 889.79109127698723 17032.443719465478 -8212.918424703561 75270.433615828151 -6194.7346508129231 28827.989722502258 18545.654916146606 -9174.9288136481591 -3982.3022086488854 -6189.4301812097965 13406.563814098363
leaf_weight=1284110 2179918 1353 41 254 127118 380 1312 91 22 51 48521 5541 209823 16730 5651 2670 2649 656 221 6579 6765 3212 405 814 5732 5864 4407 133117 11023 8774
leaf_count=1284110 2179918 1353 41 254 127118 380 1312 91 22 51 48521 5541 209823 16730 5651 2670 2649 656 221 6579 6765 3212 405 814 5732 5864 4407 133117 11023 8774
internal_value=0 97.8142 15548.7 -112.742 1419.58 17903.7 3420.45 76529.9 128225 217349 -225.044 65.4832 -1209.69 3813.34 4812.04 9160.42 11433.2 18190.6 -1732.55 5831.3 9073.62 -12139.2 20402.4 27432.6 24472.9 -1835.92 6651.52 -2090.12 603.305 3539.17
internal_weight=0 2.18131e+06 1394 1.89249e+06 129228 2110 1692 418 164 73 1.76326e+06 1.36153e+06 401732 77422 71881 35354 29251 13258 6103 15993 13344 3433 12602 6951 6546 353211 10271 342940 36527 25504
internal_count=4073804 2181312 1394 1892492 129228 2110 1692 418 164 73 1763264 1361532 401732 77422 71881 35354 29251 13258 6103 15993 13344 3433 12602 6951 6546 353211 10271 342940 36527 25504
is_linear=0
shrinkage=0.1


Tree=1137
num_leaves=31
num_cat=0
split_feature=0 3 0 6 5 6 6 0 1 0 1 1 4 1 6 4 1 0 1 1 0 3 6 4 4 4 6 0 6 4
split_gain=5.10217e+12 1.86362e+13 2.72804e+13 3.62701e+13 2.51878e+13 3.21598e+13 3.08318e+13 2.2809e+13 2.1685e+13 1.86089e+13 8.14953e+13 1.78327e+14 1.30585e+14 1.21257e+14 1.20034e+14 2.69829e+14 6.54963e+13 1.38116e+14 1.01543e+14 1.581e+14 1.50831e+14 1.29607e+14 1.68796e+14 1.02652e+14 1.05653e+14 1.16602e+14 1.32478e+14 1.71835e+14 1.11219e+14 1.02121e+14
threshold=44.895258050000002 20.500000000000004 43.550475500000012 92.02500000000002 1.5000000000000002 61.025000000000006 76.605000000000004 44.046956350000009 39.723160900000003 45.053967500000006 37.343102500000008 38.893394150000006 11.500000000000002 37.290808600000013 54.710000000000008 13.500000000000002 38.91194105000001 45.040161900000008 38.977585500000011 38.97264950000001 45.040161900000008 14.500000000000002 67.91500000000002 5.5000000000000009 8.5000000000000018 14.500000000000002 63.855000000000011 45.029425500000009 94.02500000000002 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 -4 7 -7 -6 -5 10 13 12 -12 -2 -15 -16 17 -13 19 20 21 -18 -23 -21 28 -26 -27 -28 -25 -24
right_child=9 2 3 8 5 6 -8 -9 -10 -11 11 16 -14 14 15 -17 18 -19 -20 23 -22 22 29 24 25 26 27 -29 -30 -31
leaf_value=-518.18186075425308 -7740.3532884538836 128887.56300526495 1799.485162450397 -115426.62825520833 190796.77559375 -55130.436796875001 102854.03229166666 63315.841644287109 19001.242246093749 -19.956300586201589 -23235.443737486046 7978.8018611786365 9207.8133785273349 10357.595149054299 39291.391680632623 271985.13031850959 2128.2310292264438 71332.296936909406 2465.0949456057901 -1828.9217303231978 -13366.301696633511 -6574.2644506582001 122196.94388215174 -51163.116332912934 3765.3960007810656 -15555.090169680681 81666.783663028866 -74393.061951827549 -279138.13806818187 41876.232385434152
leaf_weight=208177 1816 23 126 30 25 30 21 32 20 3702941 5066 3945 1643 2263 1196 52 17418 377 112080 3418 6153 673 201 784 1586 2021 77 843 22 745
leaf_count=208177 1816 23 126 30 25 30 21 32 20 3702941 5066 3945 1643 2263 1196 52 17418 377 112080 3418 6153 673 201 784 1586 2021 77 843 22 745
internal_value=0 -481.874 24138.2 15655 32174.3 67611.6 9921.99 119229 -61655.5 25.9909 1073.78 661.193 -15290.3 13237.9 24088.6 48987 1373.02 13505 1013.93 -3778.1 244.604 4643.82 31707.8 -15357.6 -24028.3 -18089.2 -29874.8 -61331.5 -57385.8 58942.3
internal_weight=0 208484 307 284 234 108 51 57 50 3.86532e+06 162379 157052 6709 5327 3511 1248 150343 4322 146021 33941 25190 19037 1619 8751 5333 4527 2941 920 806 946
internal_count=4073804 208484 307 284 234 108 51 57 50 3865320 162379 157052 6709 5327 3511 1248 150343 4322 146021 33941 25190 19037 1619 8751 5333 4527 2941 920 806 946
is_linear=0
shrinkage=0.1


Tree=1138
num_leaves=31
num_cat=0
split_feature=6 1 1 6 6 1 2 4 0 3 6 4 0 0 6 6 4 0 0 0 6 5 5 0 0 2 1 6 1 4
split_gain=5.1482e+12 3.07754e+13 7.61597e+13 6.54412e+13 6.46698e+13 5.96536e+13 1.25299e+14 8.84134e+13 8.71941e+13 6.24895e+13 7.64348e+13 5.67847e+13 6.07119e+13 1.42195e+14 8.17459e+13 1.1684e+14 6.31117e+13 6.51384e+13 5.49865e+13 6.51518e+13 6.50719e+13 6.03117e+13 5.45263e+13 5.64507e+13 8.59947e+13 5.71216e+13 5.349e+13 5.32551e+13 9.1714e+13 8.85472e+13
threshold=88.00500000000001 37.768783500000005 37.740454950000007 91.02500000000002 93.050000000000011 30.277905650000005 2632.5000000000005 24.500000000000004 55.539595350000006 7.5000000000000009 90.045000000000016 32.500000000000007 55.418618900000006 44.685196900000008 96.050000000000011 91.02500000000002 5.5000000000000009 55.743464250000009 54.73499850000001 55.418618900000006 92.02500000000002 2.5000000000000004 3.5000000000000004 56.850115550000005 56.148747500000006 2691.5000000000005 39.231261550000006 104.01000000000001 30.624707450000006 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 22 -2 7 8 -7 -10 -11 12 13 14 15 -4 17 -14 20 21 -5 -20 23 24 25 -3 -26 28 29 -23
right_child=1 4 11 18 -6 6 -8 -9 9 10 -12 -13 16 -15 -16 -17 -18 -19 19 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=27.47680404284629 -7027.1422554252758 -15652.069544989581 22086.024230238971 51942.387812943896 -84.081361596541313 -31033.869384323261 22865.804479060902 -28105.962806353655 -1352.3498401281968 15150.124853482856 67822.420646495928 -90381.76017441861 -89273.642667410721 -42004.229146543563 20568.954807079084 284249.1897058824 49544.063584175325 67103.975109011633 -104194.5242116529 -1428.6884616388904 5066.6715570023525 131973.7723100142 -13464.243451376373 -12081.434428436753 79541.208119877047 -1306.8252043741486 11948.692914514391 -40057.509536237907 -22193.874853158566 2075.7318584735581
leaf_weight=3844148 2289 3202 34 308 126887 545 4608 912 1802 1490 338 43 70 330 147 34 895 43 86 40792 7691 88 6054 5810 122 20853 2902 604 547 130
leaf_count=3844148 2289 3202 34 308 126887 545 4608 912 1802 1490 338 43 70 330 147 34 895 43 86 40792 7691 88 6054 5810 122 20853 2902 604 547 130
internal_value=0 -459.927 1406 852.806 -1178.1 7492.92 10921.1 101.166 6262.82 11862.5 24889.3 22975.9 26114.5 -774.976 62507.1 153168 40653 -29767.1 -730.904 -2170.36 6871.61 -22963.6 -4742.72 -3137.31 -1218.29 -3216.34 14675.6 -17860.7 -335.31 54511.6
internal_weight=0 229656 63826 62230 165830 11984 9695 5087 4175 3630 1828 1596 1553 545 215 68 1008 113 50246 42247 7999 1455 38943 32889 27079 24055 3024 1369 765 218
internal_count=4073804 229656 63826 62230 165830 11984 9695 5087 4175 3630 1828 1596 1553 545 215 68 1008 113 50246 42247 7999 1455 38943 32889 27079 24055 3024 1369 765 218
is_linear=0
shrinkage=0.1


Tree=1139
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 0 1 1 6 1 1 0 1 6 6 0 0 1 1 6 6 0 0 1 0 0 6 6 6 0
split_gain=4.70159e+12 1.25412e+13 9.0842e+13 9.43416e+13 6.30648e+13 9.89818e+13 7.70144e+13 1.5045e+14 6.52649e+13 6.03145e+13 1.30338e+14 1.20295e+14 6.75228e+13 9.00284e+13 1.02256e+14 9.84831e+13 8.839e+13 1.38857e+14 7.3159e+13 8.20987e+13 6.79816e+13 6.1932e+13 5.78512e+13 5.60169e+13 6.29322e+13 5.59823e+13 5.51027e+13 5.4989e+13 5.41732e+13 5.28734e+13
threshold=2.5000000000000004 4.5000000000000009 57.60122925000001 1.5000000000000002 54.932051950000009 55.046782850000007 82.95992385000001 82.948524700000021 76.605000000000004 60.307188350000011 60.516422150000004 56.838524800000009 38.893394150000006 112.00500000000001 138.05000000000004 55.79439725000001 56.288960650000007 43.932356550000009 36.593086150000012 78.605000000000004 38.995000000000012 56.888401950000009 56.685611200000004 82.963919600000011 54.988402950000008 56.818587550000011 130.05000000000004 54.410000000000004 41.990000000000002 57.670849000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 12 11 25 18 20 16 -16 -15 -18 -7 -20 -14 28 -21 -8 26 -11 -25 -9 -12 -4
right_child=1 -3 29 4 5 9 23 27 -10 10 21 -13 13 14 15 -17 17 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=638.45020614768191 2052.3336913282888 27.735867234799414 13072.146056947051 -882.43948457323359 -14647.681189532026 -23135.231195273067 111117.25610795454 618.58482200493245 -59109.8752438632 61890.11581056015 4865.7915749632102 -12096.230104210377 -2682.9689790603597 31779.726990685096 91427.061049804688 -38871.969237818426 -55616.988437500004 249282.04635858053 2248.6200729068737 -22324.722521140655 -14246.158392208477 10995.034100341898 57952.996669947846 -12057.595295515634 18548.735071902898 166817.61040783901 -179028.02406250002 -105914.47947160223 -7795.8474739736121 2335.5289632631366
leaf_weight=112167 55281 3715317 5414 83349 5316 1461 44 59 352 368 5207 240 7763 104 80 211 20 59 17809 1994 14735 3775 94 1681 911 59 20 271 9626 30017
leaf_count=112167 55281 3715317 5414 83349 5316 1461 44 59 352 368 5207 240 7763 104 80 211 20 59 17809 1994 14735 3775 94 1681 911 59 20 271 9626 30017
internal_value=0 -18.0766 -709.08 -1496.23 -2756.89 -4919.02 -14952.9 -21230.4 -17408.9 -3553.82 1116.18 44549.8 -5584.37 -9347.57 33781.8 -3050.93 92351.9 172092 -1536.79 49.1411 -10256.2 -440.692 -18710.7 -776.476 -2661.36 76388.3 -14020.8 -86867.7 -3351.09 3976.13
internal_weight=0 3.96164e+06 246320 210889 155608 72259 8654 5998 5668 63605 19275 667 44330 22972 474 291 183 79 21358 19897 22498 18608 2088 2656 2612 427 1701 330 14833 35431
internal_count=4073804 3961637 246320 210889 155608 72259 8654 5998 5668 63605 19275 667 44330 22972 474 291 183 79 21358 19897 22498 18608 2088 2656 2612 427 1701 330 14833 35431
is_linear=0
shrinkage=0.1


Tree=1140
num_leaves=31
num_cat=0
split_feature=4 0 1 1 6 6 4 4 1 4 4 6 6 7 5 6 6 4 4 4 1 6 3 5 6 6 3 6 6 6
split_gain=4.84895e+12 2.90482e+13 9.35382e+13 2.68029e+14 1.26582e+14 2.40878e+14 2.00816e+14 1.17402e+14 7.73986e+13 1.16288e+14 1.7174e+14 1.68005e+14 1.26143e+14 1.22999e+14 1.09701e+14 2.09428e+14 1.91326e+14 1.05137e+14 9.63672e+13 1.02988e+14 8.90489e+13 9.73026e+13 8.65758e+13 8.96114e+13 8.24874e+13 1.12663e+14 8.66104e+13 8.96065e+13 1.67326e+14 8.23805e+13
threshold=10.500000000000002 43.6005307 39.763755750000009 39.777866350000004 103.03500000000001 105.00500000000001 15.500000000000002 14.500000000000002 39.735861600000007 15.500000000000002 13.500000000000002 80.030000000000015 46.010000000000012 6.0000000000000009 1.5000000000000002 47.005000000000003 46.805000000000007 14.500000000000002 17.500000000000004 16.500000000000004 39.718675700000013 55.805000000000007 3.5000000000000004 1.5000000000000002 45.995000000000012 41.365000000000002 6.5000000000000009 57.995000000000012 64.805000000000021 55.805000000000007
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 7 8 6 -6 -4 9 10 11 13 -11 20 15 16 -12 -10 19 29 21 -2 23 -15 25 -16 -26 -28 -29 -19
right_child=1 -3 3 -5 5 -7 -8 -9 17 12 14 -13 -14 22 24 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=84.425531106626551 257731.71803977271 -185.30694774342288 22696.223593839593 2601.5490783888995 -490463.77046875004 -9357.0757948369555 -75580.807477678565 -93580.413629107512 6721.4265147426677 -46386.252906048496 36529.275838635629 136486.36452452958 12398.014056562442 293618.1502232143 75109.152083333334 211858.22067587209 -218966.83281250001 128484.07467595882 40707.173691895703 205496.45200305039 -38689.459914217667 -21160.804391163794 26155.362847793313 16472.3128125 15845.835018691198 372883.65914351854 -29697.38037109375 288005.53620605468 75498.89181990191 -27527.736164772727
leaf_weight=2547999 22 1510222 109 10271 20 345 28 427 456 504 97 93 1324 28 24 43 42 88 419 89 579 29 171 20 93 27 28 64 88 55
leaf_count=2547999 22 1510222 109 10271 20 345 28 427 456 504 97 93 1324 28 24 43 42 88 419 89 579 29 171 20 93 27 28 64 88 55
internal_value=0 -140.985 4154.43 -996.062 15808.8 -38559.1 -248449 -69934.6 20683.7 12959 34128 8887.25 -3809.46 -5090.04 81117.6 18992.5 -40671 43543.8 69336.5 121042 -27531.4 99145.8 59467.2 178141 116015 232754 94206.6 134693 164975 68479.5
internal_weight=0 1.5258e+06 15583 10807 4776 393 48 536 4383 3276 1448 942 1828 849 506 182 139 1107 651 232 630 51 219 48 324 51 273 180 152 143
internal_count=4073804 1525805 15583 10807 4776 393 48 536 4383 3276 1448 942 1828 849 506 182 139 1107 651 232 630 51 219 48 324 51 273 180 152 143
is_linear=0
shrinkage=0.1


Tree=1141
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 6 4 4 7 1 6 4 6 6 3 5 3 3 0 7 2 4 7 4 4 6 1 1 0 6
split_gain=4.98145e+12 1.80945e+13 1.94673e+13 6.58092e+13 1.0024e+14 6.31757e+13 6.51956e+13 1.03505e+14 5.20251e+13 4.2676e+13 5.60975e+13 5.56168e+13 1.06485e+14 9.64154e+13 1.07355e+14 5.197e+13 5.00926e+13 9.93e+13 4.90223e+13 8.40296e+13 5.23336e+13 4.61274e+13 4.16917e+13 9.58922e+13 8.21535e+13 7.52954e+13 7.0339e+13 5.87176e+13 7.36024e+13 1.00057e+14
threshold=44.895258050000002 47.800771000000005 47.17130860000001 43.80299105000001 13916.000000000002 50.010000000000012 18.500000000000004 11.500000000000002 6.0000000000000009 43.047633000000012 39.810000000000009 9.5000000000000018 118.04500000000002 134.05000000000004 7.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 44.046956350000009 6.0000000000000009 9613.5000000000018 6.5000000000000009 6.0000000000000009 20.500000000000004 4.5000000000000009 56.805000000000007 39.873894000000007 39.178027400000005 44.249882500000005 51.805000000000007
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 3 9 5 -5 7 -7 -4 22 -11 13 15 18 16 -13 17 -15 19 -12 -21 -22 24 -24 27 -25 -27 -1 29 -29
right_child=-2 -3 8 4 -6 6 -8 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=9312.2052896993373 25.681576721566088 -8754.9844956247671 6273.5798635480423 -3696.6465912255126 539.70706830084532 -25858.012531662178 -191450.05258152174 53574.331312819821 -3483.4245811994706 -6475.1570025882711 15608.700486944468 -3062.9355797104708 -73577.834299454596 -19899.168253800675 -154721.08609375 60569.486248118839 31465.975219001397 168643.53027686407 -3079.3885746327874 34965.333001853163 -30557.890374564668 2414.4376396231937 1598.4203584221486 11902.001158963445 -2691.6790881510215 53403.655725567165 240716.54183523997 -4311.931295968926 -17170.819449724469 15906.965609187158
leaf_weight=10740 3865320 2607 13710 2583 7893 4034 23 171 9087 4111 8615 3044 212 37 20 134 101 114 3022 254 830 868 20102 862 101840 442 21 7005 2240 3762
leaf_count=10740 3865320 2607 13710 2583 7893 4034 23 171 9087 4111 8615 3044 212 37 20 134 101 114 3022 254 830 868 20102 862 101840 442 21 7005 2240 3762
internal_value=0 -476.14 -371.306 -714.443 -7130.16 -16018.5 -23546.2 -22627.8 2384.39 -154.168 4022.31 6523.91 -4957.45 9331.91 68282.1 -379.882 85980.8 122444 8151.96 11363.9 -7369.94 -13702.8 -761.035 3315.93 -1456.63 29372.8 61899.5 3839.95 -678.535 2752.57
internal_weight=0 208484 205877 183080 14704 6811 4228 4205 22797 168376 21362 17251 3390 13861 272 3178 252 151 13589 10567 1952 1698 147014 21427 125587 1325 463 23747 13007 10767
internal_count=4073804 208484 205877 183080 14704 6811 4228 4205 22797 168376 21362 17251 3390 13861 272 3178 252 151 13589 10567 1952 1698 147014 21427 125587 1325 463 23747 13007 10767
is_linear=0
shrinkage=0.1


Tree=1142
num_leaves=31
num_cat=0
split_feature=1 1 2 6 5 1 0 0 7 2 6 6 0 0 6 6 0 4 0 6 0 0 0 4 6 3 7 4 0 7
split_gain=4.35182e+12 6.89626e+13 6.50081e+13 6.29825e+13 1.09684e+14 6.16518e+13 2.39858e+14 1.78603e+14 2.05215e+14 8.66034e+13 1.34611e+14 9.66342e+13 7.87289e+13 7.21894e+13 5.7629e+13 5.66876e+13 9.10075e+13 5.88251e+13 5.37707e+13 5.23116e+13 1.25056e+14 2.35108e+14 2.48558e+14 2.10779e+14 1.21458e+14 1.12666e+14 6.98816e+13 1.57688e+14 5.14586e+13 4.91778e+13
threshold=37.131181300000009 37.234509300000006 75.000000000000014 61.025000000000006 1.5000000000000002 37.290808600000013 55.876067900000002 55.840017500000009 6.0000000000000009 75.000000000000014 78.605000000000004 67.91500000000002 55.972700350000004 56.020150250000007 40.610000000000007 98.020000000000024 55.801384500000005 4.5000000000000009 55.595177750000005 62.995000000000012 55.82518790000001 55.685785750000008 55.753967500000009 15.500000000000002 99.050000000000011 2.5000000000000004 6.0000000000000009 8.5000000000000018 55.81943720000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 -9 11 12 -8 -11 -14 -4 -16 17 -17 -6 26 21 23 -23 -21 -24 -26 -3 -28 -29 -25
right_child=1 5 14 -5 18 -7 9 8 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 20 -22 22 24 29 25 -27 27 28 -30 -31
leaf_value=-272.0528644682841 -11170.491723589164 -8510.0137225155813 -914.17039482671828 -16574.676854426394 73078.717427034208 37.945008451561968 -3995.3965801532454 -27492.211336788052 214239.66435185188 -25519.918054435191 -140038.96900173611 254656.1426953125 -129121.47349223726 -35208.459638843204 16890.074205410605 -142297.86082763673 40143.120637459593 -30343.618587979403 18448.64068736013 -47603.951388770569 -36541.433182860637 214925.20161354763 3154.2494057751578 4923.590895507813 307823.25069444446 51503.559208776598 -61790.919195556642 22348.52082049314 3419.6549730361594 58610.739497994087
leaf_weight=513821 1678 4824 3106 2026 212 3526784 52 62 81 1345 135 20 157 171 7887 64 145 176 1200 940 1412 88 327 500 27 47 312 2426 3520 259
leaf_count=513821 1678 4824 3106 2026 212 3526784 52 62 81 1345 135 20 157 171 7887 64 145 176 1200 940 1412 88 327 500 27 47 312 2426 3520 259
internal_value=0 39.266 6490.39 -2872.03 6112.29 9.23778 -6051.47 -1784.35 109433 -39700.5 -43983.6 67852.3 -36232.5 -80160.7 10700.1 15061.1 -22407.2 -60198.1 26650.9 -2867.58 -13340.4 1632.09 62733.6 -15953.9 29335 145026 534.527 7506.54 11142.7 23243.7
internal_weight=0 3.55998e+06 16494 5116 3090 3.54349e+06 16705 14825 143 1880 1808 72 1673 328 11378 8272 385 240 1412 14682 3600 2188 489 1699 401 74 11082 6258 5946 759
internal_count=4073804 3559983 16494 5116 3090 3543489 16705 14825 143 1880 1808 72 1673 328 11378 8272 385 240 1412 14682 3600 2188 489 1699 401 74 11082 6258 5946 759
is_linear=0
shrinkage=0.1


Tree=1143
num_leaves=31
num_cat=0
split_feature=3 4 6 3 6 1 0 2 2 0 6 2 0 5 4 0 0 2 6 1 6 7 0 1 3 5 6 1 1 1
split_gain=4.39692e+12 3.13051e+13 4.69618e+13 4.72329e+13 5.7366e+13 6.99625e+13 4.13269e+13 3.92945e+13 8.59057e+13 5.38127e+13 4.93593e+13 6.21844e+13 5.81691e+13 3.375e+13 1.12493e+14 3.307e+13 4.84615e+13 7.76139e+13 7.35593e+13 7.6295e+13 5.57495e+13 5.33272e+13 9.41961e+13 8.30921e+13 6.22783e+13 8.08784e+13 8.23428e+13 4.3221e+13 4.8899e+13 3.53625e+13
threshold=4.5000000000000009 7.5000000000000009 41.505000000000003 6.5000000000000009 77.010000000000005 30.226173900000003 54.707511300000007 3062.5000000000005 9236.5000000000018 45.036141150000006 122.65000000000002 5791.5000000000009 45.177967300000006 3.5000000000000004 5.5000000000000009 55.685785750000008 55.801384500000005 75.000000000000014 67.00500000000001 37.563506350000004 77.565000000000012 6.0000000000000009 55.753967500000009 49.111590500000005 5.5000000000000009 2.5000000000000004 120.05000000000001 37.234509300000006 37.318079750000003 52.061190950000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -5 6 -6 9 10 -7 12 -12 -9 -2 -15 -4 18 20 29 27 -18 24 -23 -24 -21 -26 -27 -20 -29 -17
right_child=1 -3 3 4 5 7 -8 8 -10 -11 11 -13 -14 14 -16 16 17 -19 19 21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=110.012954895476 823.75818604892538 34.468588362110914 -3105.214001202844 -4736.5007434205863 136103.59130067567 4765.1637230603446 2147.1396884605533 -93507.812026281536 -63086.622299611096 -63074.071122206136 168457.33601190476 -16578.990884399416 19953.220540454193 -8433.0465773809537 242272.6940625 -2390.9715530975395 -21694.612717902142 -696.13873862855917 3825.9335857077203 18661.038420947167 -100244.23791337985 -34373.961114728008 51275.300994318182 240697.23457031252 -153119.34842155615 32799.984520004735 -118998.37149234694 197661.88957950368 69653.628883436861 15224.844985917918
leaf_weight=1920388 73275 1921139 89542 3253 37 145 61 57 227 604 42 32 218 63 25 4500 736 56107 85 982 103 54 55 40 49 132 49 34 244 1526
leaf_count=1920388 73275 1921139 89542 3253 37 145 61 57 227 604 42 32 218 63 25 4500 736 56107 85 982 103 54 55 40 49 132 49 34 244 1526
internal_value=0 -98.1081 -1194.64 -2160.75 -12062.2 -28808.9 52722.5 -34839.2 -15201.6 -49941 15944.2 88441.6 -3564.16 898.088 62790.2 -1860.57 -137.921 -1147.59 7281 25495.4 -31337.8 14631 71086.2 131032 7690.57 -39148.6 -8294.6 66229.2 85309.3 2069.99
internal_weight=0 2.15342e+06 232277 158914 4676 1423 98 1325 576 749 349 74 275 73363 88 154238 64696 56946 7750 1724 839 1361 149 95 1212 230 181 363 278 6026
internal_count=4073804 2153416 232277 158914 4676 1423 98 1325 576 749 349 74 275 73363 88 154238 64696 56946 7750 1724 839 1361 149 95 1212 230 181 363 278 6026
is_linear=0
shrinkage=0.1


Tree=1144
num_leaves=31
num_cat=0
split_feature=4 6 3 0 6 4 1 5 3 4 3 2 7 0 0 0 4 6 6 1 3 0 1 1 5 6 6 2 1 1
split_gain=4.29215e+12 2.93618e+13 6.98953e+13 6.32578e+13 5.72044e+13 6.72576e+13 5.9262e+13 4.68556e+13 7.03566e+13 9.45776e+13 7.52886e+13 6.5931e+13 5.62817e+13 7.44685e+13 1.11583e+14 7.61969e+13 1.43495e+14 1.55486e+14 9.05828e+13 8.01327e+13 6.41697e+13 7.06682e+13 1.81116e+14 6.71869e+13 5.96114e+13 5.84959e+13 5.88384e+13 7.24447e+13 6.73641e+13 5.2211e+13
threshold=10.500000000000002 72.020000000000024 10.500000000000002 55.014210500000011 73.995000000000019 6.5000000000000009 30.303340300000002 3.5000000000000004 6.5000000000000009 7.5000000000000009 9.5000000000000018 1250.5000000000002 6.0000000000000009 59.905532300000012 60.01610465000001 59.91832440000001 8.5000000000000018 86.030000000000015 85.020000000000024 30.345769800000003 8.5000000000000018 54.942865800000007 82.962856350000024 82.991167100000027 2.5000000000000004 76.605000000000004 98.020000000000024 10876.500000000002 30.242318500000007 113.48479755000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 12 -10 25 20 15 19 17 -17 -18 24 -14 22 -22 -24 -15 -11 27 29 -28 -27
right_child=-2 2 3 -5 7 6 -8 -9 9 10 -12 -13 13 14 -16 16 18 -19 -20 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-50.156904068612533 -132.64401201676526 13547.407359723635 -10657.885235916941 -148661.73622881356 416.14803187524507 -27009.576664095064 3256.1191415558878 -1532.1407567701676 -89161.991202059668 -361.42423715228279 -1734.3485317202799 -14562.306366114633 -3930.4511409524662 112858.33803013393 -97000.783826754385 -224683.15699404763 120107.09802083333 58532.382009548615 15016.955243533195 20084.109873744423 10560.467672929974 3905.62840182939 136265.07454597513 8053.5126277043273 287544.75552083337 15557.205259131946 -62798.916230332223 -46199.225396825401 4853.2049132394523 79194.685153245198
leaf_weight=2223913 1525805 7684 76 59 178617 690 10371 73422 132 4333 11962 1156 9307 56 57 42 135 36 209 56 822 3885 191 52 30 15588 152 189 4647 130
leaf_count=2223913 1525805 7684 76 59 178617 690 10371 73422 132 4333 11962 1156 9307 56 57 42 135 36 209 56 822 3885 191 52 30 15588 152 189 4647 130
internal_value=0 79.4305 968.673 -70970.7 998.653 6360.68 1368.1 669.33 1366.69 4560.07 5224.63 -22207.6 7310.04 2438.79 36337.4 49813.1 28491.6 -93968.3 56258.7 113177 962.248 10161.5 32982.3 108829 173795 10204.5 12415.6 15343.5 2710.44 16083.5
internal_weight=0 2.548e+06 324086 135 323951 18745 11061 305206 231784 53167 51879 1288 39917 14878 621 564 422 78 344 142 14257 4950 1065 243 86 25039 20706 15907 4799 15718
internal_count=4073804 2547999 324086 135 323951 18745 11061 305206 231784 53167 51879 1288 39917 14878 621 564 422 78 344 142 14257 4950 1065 243 86 25039 20706 15907 4799 15718
is_linear=0
shrinkage=0.1


Tree=1145
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 2 6 2 6 6 6 6 5 1 1 5 1 3 6 6 0 0 0 0 4 6 0 0 1 7
split_gain=4.32788e+12 2.19368e+13 5.01607e+13 4.80733e+13 1.03931e+14 7.81446e+13 5.89386e+13 5.69731e+13 4.87025e+13 4.31931e+13 3.06977e+13 3.96193e+13 5.29315e+13 5.84149e+13 4.83888e+13 3.13726e+13 2.93912e+13 2.93424e+13 2.90021e+13 4.04808e+13 2.72069e+13 1.17652e+14 9.73079e+13 7.34372e+13 1.18011e+14 6.88009e+13 5.31021e+13 7.05599e+13 5.13224e+13 4.71722e+13
threshold=25.500000000000004 55.60524465000001 55.568628050000008 32.500000000000007 37.543519500000009 1696.0000000000002 93.050000000000011 2343.5000000000005 54.010000000000012 69.605000000000004 81.02500000000002 50.010000000000012 1.5000000000000002 82.860505900000007 39.069277450000008 1.5000000000000002 39.008519500000006 9.5000000000000018 79.710000000000022 114.05000000000001 59.905532300000012 59.898927250000007 59.864072000000007 59.838047850000002 28.500000000000004 55.805000000000007 60.002985000000002 60.028671700000011 30.452677500000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 -9 -4 11 15 13 -13 17 -7 -12 -14 -5 -20 21 22 23 -3 25 -25 -22 29 -23 -28
right_child=1 20 9 4 7 10 -8 8 -10 -11 16 12 14 -15 -16 -17 -18 -19 19 -21 26 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-13.523190542078581 -30524.238715982439 1922.4670979912969 -18378.981397982174 5529.5929977798914 66256.192678493928 -840.55011786931209 48196.104857441023 -59404.903982345786 34125.903453223385 -108863.5529296875 -109187.25 860.71931840945513 146265.38336693551 -79062.672781744914 -8374.2708126588204 19009.558167162322 12754.656257586319 21953.214166135207 -41506.106995830232 55350.769656249999 -17602.18709112288 56461.437459536857 -31084.053766242829 32041.819149210165 -19113.093811452345 110167.12176767987 3477.298650568182 -1688.3431396337878 17121.053811992228 75155.520220858816
leaf_weight=4004864 1408 41473 163 839 432 5643 102 77 201 78 20 156 31 221 4267 927 1687 49 315 50 2024 502 882 273 267 192 165 5312 977 207
leaf_count=4004864 1408 41473 163 839 432 5643 102 77 201 78 20 156 31 221 4267 927 1687 49 315 50 2024 502 882 273 267 192 165 5312 977 207
internal_value=0 785.589 -2373.62 -1709.07 13187.2 -3673.89 -25206.7 43532.1 8219.89 -47664.4 -1172.96 -3062.07 -10046.9 -45990.9 -6929.62 1960.22 11325.9 70124.2 -4707.27 -28238 1792.81 2741.59 1789.65 2476.64 33874.7 64300 -3692.83 1260.11 30473.9 43362.8
internal_weight=0 68940 16666 16425 1914 14511 1510 710 278 241 13001 11294 4724 377 4347 6570 1707 80 1204 365 52274 44566 43087 42205 732 465 7708 5684 1479 372
internal_count=4073804 68940 16666 16425 1914 14511 1510 710 278 241 13001 11294 4724 377 4347 6570 1707 80 1204 365 52274 44566 43087 42205 732 465 7708 5684 1479 372
is_linear=0
shrinkage=0.1


Tree=1146
num_leaves=31
num_cat=0
split_feature=6 5 4 6 1 2 1 5 1 5 0 0 0 1 1 4 7 0 4 5 3 0 4 0 2 3 1 2 2 0
split_gain=4.41499e+12 4.1691e+13 4.47975e+13 3.95775e+13 7.15683e+13 6.85907e+13 6.36898e+13 5.35849e+13 5.28164e+13 7.27952e+13 1.49507e+14 4.97436e+13 9.01793e+13 3.25851e+14 1.55137e+14 1.99393e+14 1.12968e+14 6.31557e+13 4.8705e+13 4.33672e+13 4.26259e+13 5.11263e+13 6.5335e+13 6.55261e+13 4.79566e+13 7.4896e+13 4.15586e+13 4.13058e+13 4.08755e+13 4.06783e+13
threshold=68.00500000000001 3.5000000000000004 12.500000000000002 71.030000000000015 37.873748150000004 2343.5000000000005 37.843405600000004 2.5000000000000004 39.105193450000009 1.5000000000000002 45.029425500000009 59.963561900000009 59.950512650000007 30.277905650000005 30.242318500000007 8.5000000000000018 6.0000000000000009 60.05226170000001 5.5000000000000009 2.5000000000000004 13.500000000000002 43.550475500000012 19.500000000000004 57.174562350000009 8767.0000000000018 20.500000000000004 38.97264950000001 2970.5000000000005 2828.5000000000005 55.026775150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 9 10 -7 12 -2 14 -14 16 -16 -13 -8 -15 21 -10 23 -23 -22 -26 -11 28 -24 -27
right_child=3 2 -4 -5 5 7 18 -9 20 26 -12 17 13 19 15 -17 -18 -19 -20 -21 24 22 27 -25 25 29 -28 -29 -30 -31
leaf_value=25.435730807225639 1867.123136300499 6170.0164788624288 -27102.049573993685 68.000815200437245 -13463.876191724628 263796.29861979169 -68924.194970703131 -5432.4344603872332 -13451.834548007613 1585.0020560232069 2466.5175491898153 -16662.280577001453 -4364.9628586065583 20108.474910261826 182971.68798076923 278385.16042557562 -57719.786458333343 10540.363893978216 34785.476969894415 -51925.748606363937 2968.6131491952601 11175.362071872187 -8555.3089245421415 -9895.6516991324461 -31327.760309784477 -35618.247559742646 -14667.983202049734 -20093.38421707548 56205.948631568477 45436.167048725329
leaf_weight=3307278 26158 14850 416 649723 6704 30 48 35023 1393 2522 81 3018 61 148 39 95 39 1190 800 192 2074 12753 257 1669 1238 85 4182 1353 157 228
leaf_count=3307278 26158 14850 416 649723 6704 30 48 35023 1393 2522 81 3018 61 148 39 95 39 1190 800 192 2074 12753 257 1669 1238 85 4182 1353 157 228
internal_value=0 49.5022 5263.35 -218.93 -2054.97 -3847.27 1877.69 -2824.67 434.623 -7223.84 73096.2 1136.65 2727.51 41936.3 132757 181106 62626 -8969.52 28915.1 -20569.7 2895.72 4931.43 6513.24 8736.9 -6977.92 -20278.4 -8553.72 -11636 16003.9 23424.6
internal_weight=0 3.32254e+06 15266 751260 101537 69749 31788 63045 28022 6815 111 30940 26732 574 234 173 78 4208 848 340 21207 17582 16189 14422 3625 1551 6704 1767 414 313
internal_count=4073804 3322544 15266 751260 101537 69749 31788 63045 28022 6815 111 30940 26732 574 234 173 78 4208 848 340 21207 17582 16189 14422 3625 1551 6704 1767 414 313
is_linear=0
shrinkage=0.1


Tree=1147
num_leaves=31
num_cat=0
split_feature=2 5 1 6 0 6 1 6 4 4 0 0 4 4 4 1 0 4 4 4 0 6 0 4 0 4 0 3 7 0
split_gain=4.32236e+12 2.60846e+13 2.50096e+13 1.5345e+14 2.08503e+14 1.21623e+14 1.11427e+14 7.37802e+13 9.60993e+13 7.33489e+13 7.68735e+13 6.62785e+13 1.04267e+14 7.70357e+13 6.44985e+13 5.6915e+13 5.69059e+13 1.03843e+14 8.17667e+13 1.14098e+14 7.80403e+13 7.22219e+13 6.34859e+13 8.71711e+13 6.23979e+13 6.11293e+13 5.46378e+13 4.85969e+13 9.38652e+13 4.83563e+13
threshold=36.000000000000007 6.5000000000000009 37.374856000000008 59.505000000000003 55.520061350000013 35.705000000000005 37.131181300000009 84.810000000000016 22.500000000000004 19.500000000000004 55.988910100000005 55.462387050000011 16.500000000000004 19.500000000000004 29.500000000000004 37.234509300000006 55.539595350000006 6.5000000000000009 5.5000000000000009 3.5000000000000004 55.633951400000008 66.990000000000023 55.988910100000005 15.500000000000002 55.834019500000004 13.500000000000002 55.60524465000001 18.500000000000004 6.0000000000000009 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 16 9 10 -9 15 -13 -14 -7 -8 17 -6 19 21 27 -18 23 24 25 -22 -21 -20 -29 -4
right_child=-2 -3 29 4 7 14 11 8 -10 -11 -12 12 13 -15 -16 -17 18 -19 20 26 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-16788.45238494873 28.537842562085629 92869.616985677087 -15.28260050592856 -48745.339598253042 47105.976239346594 7412.3676265900276 54697.749916294648 -9937.1029262249831 -71169.424719939838 47275.351842151991 127894.81778273812 94276.697836295483 -21838.113589444725 105356.70939331055 -111226.75023777173 -81897.216780841889 84332.44419642858 -110102.03669241574 -12934.794390473702 -112526.68423200336 -188402.97782888106 -109137.49240552327 12500.3657945421 -26263.734471652933 -38409.223695373534 -78257.491351068777 -311900.09097222221 -87390.378665865399 62967.774574598297 -19737.82786105838
leaf_weight=2628 3783399 30 265857 144 55 11981 56 1107 174 352 42 371 186 64 46 67 35 178 2485 28 62 43 288 1971 352 269 27 52 206 1249
leaf_count=2628 3783399 30 265857 144 55 11981 56 1107 174 352 42 371 186 64 46 67 35 178 2485 28 62 43 288 1971 352 269 27 52 206 1249
internal_value=0 -371.791 -381.424 -3525.75 -14117.9 2700.18 31772.8 -19392.4 -818.714 7336.53 -4898.86 47356.9 60640.2 10723.8 6958.61 -19707.6 -24533.9 -72992.8 -22593.2 -100100 -20779.9 -22324.1 -32093.1 -36932.2 -67719.3 -98889 -210401 -8645.97 32663 -107.506
internal_weight=0 290405 290375 23269 8614 14655 888 7726 1675 1501 1149 744 621 250 12027 123 6051 233 5818 133 5685 78 2942 2654 683 331 55 2743 258 267106
internal_count=4073804 290405 290375 23269 8614 14655 888 7726 1675 1501 1149 744 621 250 12027 123 6051 233 5818 133 5685 78 2942 2654 683 331 55 2743 258 267106
is_linear=0
shrinkage=0.1


Tree=1148
num_leaves=31
num_cat=0
split_feature=6 1 1 6 4 1 0 0 4 6 7 4 4 1 0 0 0 1 0 0 0 4 3 0 0 4 6 6 6 0
split_gain=4.32099e+12 2.7201e+13 6.01705e+13 5.64921e+13 1.14089e+14 1.00936e+14 7.79237e+13 6.44674e+13 5.58138e+13 5.26054e+13 5.79797e+13 9.1418e+13 6.34766e+13 5.79258e+13 6.70312e+13 5.16102e+13 6.38481e+13 5.00479e+13 4.70262e+13 9.2723e+13 4.989e+13 1.05384e+14 5.26005e+13 5.19062e+13 1.15965e+14 1.10069e+14 6.55527e+13 9.46536e+13 4.52366e+13 7.55756e+13
threshold=88.00500000000001 37.768783500000005 37.740454950000007 89.00500000000001 16.500000000000004 49.095306150000006 55.696737300000009 55.834019500000004 24.500000000000004 91.02500000000002 6.0000000000000009 28.500000000000004 4.5000000000000009 30.277905650000005 55.783232450000007 55.850146250000009 55.876067900000002 37.978059650000013 55.910578700000009 55.922096200000006 55.728148450000006 8.5000000000000018 13.500000000000002 55.418618900000006 44.685196900000008 5.5000000000000009 96.050000000000011 91.02500000000002 90.045000000000016 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -8 -7 10 11 12 -2 -12 -15 -16 -17 -6 20 -20 23 -22 -23 24 26 -25 27 -4 -18 -30
right_child=1 3 18 -5 5 8 7 -9 -10 -11 13 -13 -14 14 15 16 28 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=25.172723935127141 -19218.294949783445 -18378.347129232887 19097.51808938419 -711.17974185775347 103059.36326282431 47610.692576492671 -107579.50725673273 -21401.868848732123 2255.5246703284129 -578.76475551570149 -24229.476416827394 -177491.98540624999 17126.974373155666 -14390.010347795956 61025.807119041987 -35488.912182942709 5002.67762435657 712.31054873751611 150983.86240104167 -16583.477557269598 88510.416484375004 -41616.386661783858 -183252.66490709462 -79905.063339843764 -38487.794210168089 51878.547760173744 18337.872363945578 255060.58059512867 96234.090321180556 18285.026756441504
leaf_weight=3844148 524 4835 34 158903 53 688 123 295 448 50246 875 25 5792 1426 198 300 2026 485 75 59 50 90 37 70 330 670 147 34 153 665
leaf_count=3844148 524 4835 34 158903 53 688 123 295 448 50246 875 25 5792 1426 198 300 2026 485 75 59 50 90 37 70 330 670 147 34 153 665
internal_value=0 -421.359 1332.87 -1096.54 -9936.61 9573.81 -14370.5 -46760.4 29724.1 841.16 6794.56 13356.2 14111.6 -578.722 3761.55 11506.6 8388.08 10794.8 20505.3 77204.2 15308.5 -34465 -82880.5 22164.5 -1254.92 39412.5 55893.2 137079 13016.4 32864.7
internal_weight=0 229656 63826 165830 6927 2092 956 418 1136 62230 11984 6341 6316 5643 4768 3342 3144 538 1596 134 1462 177 127 1285 545 740 215 68 2844 818
internal_count=4073804 229656 63826 165830 6927 2092 956 418 1136 62230 11984 6341 6316 5643 4768 3342 3144 538 1596 134 1462 177 127 1285 545 740 215 68 2844 818
is_linear=0
shrinkage=0.1


Tree=1149
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 6 6 6 6 6 6 4 0 4 6 6 6 5 6 6 3 6 6 6 3 6 6 0 4 6
split_gain=4.18688e+12 2.20277e+13 2.09441e+13 3.30023e+13 3.64415e+13 3.01163e+13 3.22437e+13 5.04385e+13 3.07698e+13 2.55987e+13 2.2059e+13 1.91635e+13 4.09469e+13 6.06495e+13 6.27552e+13 3.98877e+13 5.97377e+13 6.3778e+13 3.01095e+13 3.43458e+13 3.15298e+13 3.00762e+13 6.17905e+13 5.97056e+13 4.7007e+13 4.23989e+13 7.70365e+13 2.90455e+13 6.94272e+13 8.27067e+13
threshold=20.507515800000004 54.932051950000009 54.943815050000005 8.5000000000000018 101.02000000000002 87.395000000000024 64.805000000000021 65.805000000000021 60.605000000000011 67.445000000000007 38.995000000000012 9.5000000000000018 54.724612400000005 4.5000000000000009 57.005000000000003 125.02000000000002 108.05000000000001 3.5000000000000004 55.405000000000008 102.04000000000001 1.5000000000000002 106.49500000000002 122.65000000000002 101.02000000000002 3.5000000000000004 95.045000000000016 94.02500000000002 54.73499850000001 4.5000000000000009 62.375000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 -8 10 -9 -5 12 13 15 -15 16 18 -18 -1 20 -20 23 -23 25 -25 26 -16 28 -14 -30
right_child=-2 2 3 4 -6 -7 7 9 -10 -11 -12 -13 27 14 21 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-5560.2194908742567 -7.1664518999249402 37838.983209118349 -11996.157934463648 39368.39811504414 -108936.28135230656 145696.65468750001 -97285.073695459912 68554.812431469312 61786.998410470143 -22305.014935661766 -14695.281608292862 4118.2026869444326 -30438.756327179944 -382.5440877448429 -19624.264947900825 -48843.245956017839 144283.08612132352 -25144.736979166668 60267.69498637355 -67006.238945312492 14541.815667156561 -87873.84685744383 10050.824678991337 4288.9248475609756 170645.28670528019 -71817.570907491725 112404.54794270835 -1857.5206162112443 -11158.856963072432 45461.002126221298
leaf_weight=700 4053548 277 515 154 21 20 53 57 224 68 148 8187 248 2816 2466 106 68 33 215 40 505 178 101 41 29 151 45 1592 376 822
leaf_count=700 4053548 277 515 154 21 20 53 57 224 68 148 8187 248 2816 2466 106 68 33 215 40 505 178 101 41 29 151 45 1592 376 822
internal_value=0 1434.12 12942.4 7469.16 20925.1 24691.7 21254.1 -15535 33703.6 19127.1 12873.6 489.184 -2331.82 -6301.83 -11113.6 10517.6 14548.5 88925.5 9403.27 23185.4 28196.1 -21149.6 -52424.4 -17955.8 73208 -20353 -17258.2 7461.23 17720.9 27690.5
internal_weight=0 20256 1537 1260 745 724 704 178 526 125 302 18719 10532 7494 5827 1667 1561 101 1460 760 720 3011 279 2732 70 2662 2511 3038 1446 1198
internal_count=4073804 20256 1537 1260 745 724 704 178 526 125 302 18719 10532 7494 5827 1667 1561 101 1460 760 720 3011 279 2732 70 2662 2511 3038 1446 1198
is_linear=0
shrinkage=0.1


Tree=1150
num_leaves=31
num_cat=0
split_feature=1 4 6 1 6 0 0 7 4 4 4 7 0 0 2 2 4 4 0 4 3 6 4 6 6 2 0 6 4 5
split_gain=4.68639e+12 3.73122e+13 2.98825e+13 2.92237e+13 1.0395e+14 9.87127e+13 1.40197e+14 2.47387e+14 1.25138e+14 1.22324e+14 8.66489e+13 8.60442e+13 1.2004e+14 9.02008e+13 7.84342e+13 6.80857e+13 6.65197e+13 1.44645e+14 6.37367e+13 6.0887e+13 5.36841e+13 6.89808e+13 5.1215e+13 5.10815e+13 7.74496e+13 4.78711e+13 4.47516e+13 4.3917e+13 6.76837e+13 6.0071e+13
threshold=30.084656550000002 21.500000000000004 49.895000000000003 30.157841000000001 47.420000000000009 60.028671700000011 59.848366150000011 6.0000000000000009 13.500000000000002 3.5000000000000004 24.500000000000004 6.0000000000000009 59.764576050000009 59.699368850000006 3338.0000000000005 3338.0000000000005 5.5000000000000009 8.5000000000000018 59.825842200000004 11.500000000000002 2.5000000000000004 89.00500000000001 12.500000000000002 77.565000000000012 63.705000000000005 3338.0000000000005 59.838047850000002 76.00500000000001 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 -1 -3 4 -2 6 8 10 9 25 27 14 13 -13 18 -7 -14 -18 -11 20 -19 23 -20 24 26 -6 -22 -8 29 -29
right_child=3 2 -4 -5 5 15 7 -9 -10 11 -12 12 16 -15 -16 -17 17 19 22 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-606.08427893765872 -4118.0124294168518 -3154.7803321518131 -41689.226974365236 -4.8724795950884001 -97243.742989381601 -72428.682235557164 53289.081583751336 9120.9956686697533 -35783.109651445426 -45572.704400809154 -74839.14792036578 55272.912048611121 88351.265803825096 263054.16658653849 35340.588566238053 15033.390799242829 -27333.829636254639 -20084.103714923473 -129.07155321457807 2589.1107050421779 26187.388462968309 -65916.962468750004 161066.75609375001 172409.64342447917 -51029.590511507602 1518.6383535563152 146494.66682692309 212141.05857900946 30346.56653401081 96855.059848171572
leaf_weight=51670 7732 405 400 4005167 142 228 792 2339 724 350 44 45 154 39 569 146 404 49 1360 163 44 25 20 84 37 75 104 53 133 307
leaf_count=51670 7732 405 400 4005167 142 228 792 2339 724 350 44 45 154 39 569 146 404 49 1360 163 44 25 20 84 37 75 104 53 133 307
internal_value=0 -938.919 -22302.3 12.2521 4255.96 11936.6 14268.1 28696.9 2206.94 9713.71 63149.8 14298.2 36656.5 151743 3133.6 -38285.7 27570.7 17284.7 -7459.33 52909.1 76822 92973.1 2207.1 107740 78376.2 -63109.3 110728 67874.7 91306.4 113828
internal_weight=0 52475 805 4.02133e+06 16162 8430 8056 3668 4388 3664 1329 3447 1148 84 2299 374 1064 910 1730 506 343 294 1380 269 185 217 148 1285 493 360
internal_count=4073804 52475 805 4021329 16162 8430 8056 3668 4388 3664 1329 3447 1148 84 2299 374 1064 910 1730 506 343 294 1380 269 185 217 148 1285 493 360
is_linear=0
shrinkage=0.1


Tree=1151
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 7 2 6 6 0 0 0 2 4 7 4 6 3 4 6 0 0 4 0 5 0 4 4 4 6
split_gain=4.30049e+12 5.84395e+13 5.04452e+13 1.9541e+14 1.4383e+14 1.65435e+14 6.71218e+13 1.09313e+14 7.43039e+13 6.38004e+13 5.84363e+13 4.85664e+13 4.82931e+13 5.0526e+13 4.4141e+13 1.44772e+14 1.05351e+14 1.15333e+14 9.85621e+13 1.37528e+14 1.28354e+14 2.3672e+14 1.3302e+14 1.88666e+14 6.87708e+13 5.51736e+13 9.6936e+13 1.20005e+14 8.81938e+13 6.86023e+13
threshold=37.131181300000009 37.234509300000006 37.290808600000013 55.876067900000002 55.840017500000009 6.0000000000000009 75.000000000000014 78.605000000000004 67.91500000000002 55.972700350000004 56.020150250000007 55.883833400000007 75.000000000000014 8.5000000000000018 6.0000000000000009 8.5000000000000018 78.605000000000004 1.5000000000000002 23.500000000000004 79.710000000000022 55.685785750000008 55.775215600000003 11.500000000000002 55.667390500000003 3.5000000000000004 55.81943720000001 15.500000000000002 23.500000000000004 9.5000000000000018 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 12 3 4 14 -6 8 9 -5 11 -11 -8 -2 -14 18 -16 25 -18 19 -3 22 -22 23 -21 -20 26 28 -28 -17 -29
right_child=1 2 -4 6 5 -7 7 -9 -10 10 -12 -13 13 -15 15 16 17 -19 24 20 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-270.4437723489761 -2091.9084617467111 -5672.0463007314802 37.358741784780435 -4158.3380953275246 -24754.065494266633 192287.7640432099 -49385.597565402029 -126173.38052662037 222648.14140625001 -116223.75082230296 -31728.852919407895 -9307.6254411012815 -705.53682532117023 13912.498614629167 -59570.956340433768 24180.602759069687 121534.26643915591 -42249.463403431626 -23000.564093476598 -7348.1495507812506 206133.54827171459 -25475.139004177519 71463.863942081778 -332328.17608695658 -140465.08232230393 1480.6963202975169 95681.437740126799 12469.712626590665 -23242.264614509135 83849.479661396923
leaf_weight=513821 5116 3993 3526784 52 62 81 459 135 20 157 171 886 3352 8026 360 870 46 658 2194 80 114 72 133 23 51 4041 295 879 714 159
leaf_count=513821 5116 3993 3526784 52 62 81 459 135 20 157 171 886 3352 8026 360 870 46 658 2194 80 114 72 133 23 51 4041 295 879 714 159
internal_value=0 39.0338 11.3914 -5470.88 -1619.36 98185.7 -35842.5 -39613.2 58843.5 -32628.4 -72173.1 -22984.8 5977.6 9605.97 -2591.45 2404.57 5316.5 -31547.7 -8609.18 65.6461 54356.2 116479 5395.31 -79916.5 -25669 9046.37 19527.3 39399.1 2804.39 23403.6
internal_weight=0 3.55998e+06 3.54349e+06 16705 14825 143 1880 1808 72 1673 328 1345 16494 11378 14682 8022 7662 704 6660 4415 422 186 236 103 2245 6958 2917 1333 1584 1038
internal_count=4073804 3559983 3543489 16705 14825 143 1880 1808 72 1673 328 1345 16494 11378 14682 8022 7662 704 6660 4415 422 186 236 103 2245 6958 2917 1333 1584 1038
is_linear=0
shrinkage=0.1


Tree=1152
num_leaves=31
num_cat=0
split_feature=0 4 4 0 6 6 4 6 1 0 1 0 0 4 6 6 1 4 7 5 1 7 1 4 4 5 6 7 1 4
split_gain=4.45205e+12 4.57805e+13 5.29904e+13 6.2244e+13 1.76037e+14 1.71911e+14 1.02801e+14 8.58471e+13 4.67244e+13 2.00775e+14 2.46096e+14 2.35979e+14 1.46635e+14 2.26461e+14 2.14106e+14 9.00425e+13 8.90782e+13 8.81404e+13 3.53406e+14 1.04302e+14 8.67433e+13 2.07326e+14 8.27074e+13 1.18575e+14 1.84626e+14 1.25308e+14 7.72253e+13 7.56692e+13 1.63776e+14 1.89464e+14
threshold=60.002985000000002 22.500000000000004 17.500000000000004 60.01610465000001 58.045000000000009 62.375000000000007 18.500000000000004 55.805000000000007 30.303340300000002 60.028671700000011 30.315889700000003 60.01610465000001 60.028671700000011 5.5000000000000009 70.00500000000001 68.00500000000001 30.389265100000003 15.500000000000002 6.0000000000000009 4.5000000000000009 30.084656550000002 6.0000000000000009 30.242318500000007 11.500000000000002 12.500000000000002 1.5000000000000002 57.995000000000012 6.0000000000000009 30.277905650000005 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 8 4 -4 6 -6 -5 12 10 11 15 13 -2 20 -10 17 19 -19 -11 21 -15 23 -14 25 -25 -20 -24 29 -29
right_child=1 -3 3 7 5 -7 -8 -9 9 16 -12 -13 22 14 -16 -17 -18 18 26 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-21.02344613799141 45747.913005402806 3806.4310300394263 -9472.3203947886141 -2431.4797108341686 -55696.104092261907 26332.555437730767 183842.8501164671 -18580.787802928324 154143.76696198454 -12810.193135492977 13443.273225116556 17447.163876681858 -2048.3757915654933 -129975.28295541159 -45253.323402768307 337497.41490709462 1187.7664533161033 4865.5512329789672 170387.71663623047 -159218.8604432398 -6558.2292805281531 75596.843303571441 5310.8088245034814 19598.208079514781 4232.1719244059777 72347.130215977362 430510.83370535722 -41055.686194381036 -103370.92307672626 26737.074387724693
leaf_weight=3915450 616 33434 1514 9638 21 584 122 4999 97 6982 7638 135 6635 164 2061 37 67094 887 25 49 6817 70 1624 979 3343 834 21 1007 229 698
leaf_count=3915450 616 33434 1514 9638 21 584 122 4999 97 6982 7638 135 6635 164 2061 37 67094 887 25 49 6817 70 1624 979 3343 834 21 1007 229 698
internal_value=0 519.824 -359.814 -5570.78 9949.28 50395.4 148666 -7946.98 454.228 1597.54 16754.1 110761 -3328.33 -12933.6 -16900.6 204771 0.874979 -9998.28 18881.2 -13830.5 -8613.19 -68479.3 2759.37 6791.73 18167.6 43863.3 289140 -10603.6 -23967.2 -13302.4
internal_weight=0 158354 124920 16878 2241 727 143 14637 108042 82965 7907 269 25077 9728 9112 134 75058 7964 933 7031 7051 234 15349 11791 5156 1813 46 3558 1934 1705
internal_count=4073804 158354 124920 16878 2241 727 143 14637 108042 82965 7907 269 25077 9728 9112 134 75058 7964 933 7031 7051 234 15349 11791 5156 1813 46 3558 1934 1705
is_linear=0
shrinkage=0.1


Tree=1153
num_leaves=31
num_cat=0
split_feature=3 2 0 1 1 1 3 0 0 0 0 4 6 4 1 3 6 3 6 0 6 0 1 4 7 6 1 1 1 1
split_gain=4.19402e+12 2.94614e+13 5.68082e+13 4.16842e+13 5.44957e+13 5.14017e+13 5.10305e+13 5.09818e+13 9.30892e+13 4.77421e+13 1.18909e+14 6.92491e+13 5.47629e+13 4.87086e+13 8.47029e+13 4.61881e+13 4.45014e+13 5.16146e+13 4.86721e+13 4.37454e+13 4.25692e+13 3.91906e+13 1.12071e+14 1.01352e+14 5.82166e+13 7.08566e+13 5.59231e+13 4.11263e+13 3.98498e+13 3.8811e+13
threshold=18.500000000000004 75.000000000000014 55.910578700000009 37.343102500000008 37.374856000000008 37.318079750000003 21.500000000000004 55.858844800000007 55.840017500000009 55.775215600000003 55.783232450000007 22.500000000000004 42.205000000000005 20.500000000000004 37.46219940000001 22.500000000000004 36.605000000000011 34.500000000000007 81.02500000000002 55.554045200000012 63.140000000000008 55.753967500000009 37.768783500000005 24.500000000000004 6.0000000000000009 63.140000000000008 37.682335600000009 37.401708450000008 37.488790500000007 37.71815560000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 8 -5 13 11 -11 -13 14 -6 -10 -15 18 21 -20 -14 -18 23 24 27 26 -26 -23 -25 -21
right_child=1 -3 -4 4 9 6 -8 -9 15 10 -12 12 20 16 -16 -17 17 -19 19 29 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=17.476219260877915 -9132.6853225915893 -1396.4165927745159 -83800.819862767283 -46714.167260877075 -59467.469223958338 23519.022272341885 88482.10992197202 -71649.659178664922 12626.955568248821 -50762.133292997059 4622.0953008213137 3934.3545928955082 82464.690870646344 13047.641981945575 59971.862239925984 152112.25697674419 -5192.270378790312 106230.23939732143 -28681.025435267857 32108.530579921178 12872.431704907898 -94409.713622159092 120690.12239317603 112611.43385416668 -219400.65995833336 -14994.981229440789 -51565.364134837961 29029.336969339623 -18696.202978496094 -10468.549438054175
leaf_weight=3956431 367 93178 76 181 75 607 151 191 53 69 8254 168 454 1671 285 43 9128 42 210 826 109 55 49 24 75 38 27 53 625 289
leaf_count=3956431 367 93178 76 181 75 607 151 191 53 69 8254 168 454 1671 285 43 9128 42 210 826 109 55 49 24 75 38 27 53 625 289
internal_value=0 -589.092 2520.02 2792.02 1872.47 21586.8 36460.2 -31902.3 -4495.34 2574.17 8189.89 45000.6 54039.7 -1199.92 35088.7 75104.7 -2196.25 -4422.68 -4830.39 13187.3 68991.2 -7200.2 -26574.8 -34619.3 -88996.4 -131551 -174974 -33833.1 -13840.5 21072.9
internal_weight=0 117373 24195 24119 22994 1125 758 468 277 22526 9054 800 731 13472 360 96 13112 11441 11399 1325 563 10074 946 897 248 140 102 108 649 1115
internal_count=4073804 117373 24195 24119 22994 1125 758 468 277 22526 9054 800 731 13472 360 96 13112 11441 11399 1325 563 10074 946 897 248 140 102 108 649 1115
is_linear=0
shrinkage=0.1


Tree=1154
num_leaves=31
num_cat=0
split_feature=2 1 0 7 0 0 4 4 6 6 4 0 4 0 0 4 4 4 4 6 1 0 6 0 0 0 0 4 6 4
split_gain=4.24038e+12 2.39309e+13 5.8142e+13 6.26263e+13 1.61091e+14 1.20434e+14 1.11606e+14 9.76065e+13 7.05924e+13 5.65039e+13 5.55247e+13 5.74503e+13 1.07453e+14 6.3377e+13 1.93628e+14 7.54882e+13 5.41657e+13 8.81048e+13 7.42163e+13 6.9091e+13 5.15183e+13 2.82265e+14 1.51723e+14 5.01637e+13 4.9868e+13 4.90455e+13 4.68527e+13 6.72972e+13 6.45811e+13 6.03317e+13
threshold=36.000000000000007 37.804148700000006 55.676890650000011 6.0000000000000009 55.710673100000008 55.737027400000009 17.500000000000004 23.500000000000004 75.605000000000004 70.00500000000001 18.500000000000004 55.812023600000011 16.500000000000004 55.783232450000007 55.768246800000007 15.500000000000002 9.5000000000000018 13.500000000000002 12.500000000000002 73.995000000000019 37.780517050000007 55.696737300000009 50.410000000000004 55.649510000000014 55.81943720000001 55.79439725000001 55.743464250000009 6.5000000000000009 82.00500000000001 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 20 -3 10 6 -6 8 -8 -5 -9 11 13 -13 14 16 -15 -4 18 -18 -20 -1 23 -23 -22 -14 -17 27 28 -24 -28
right_child=-2 2 3 4 5 -7 7 9 -10 -11 -12 12 24 15 -16 25 17 -19 19 -21 21 22 26 -25 -26 -27 29 -29 -30 -31
leaf_value=-340.86070444712891 28.26592867442956 -79356.8420122932 -7802.5895913811109 -33220.110371620744 79209.084918369394 -170783.82680896576 36433.65114329334 -18422.942387893352 -104033.46835622481 -142052.1937928735 -19927.192760846192 -10337.894859072216 -172523.88854166667 12314.012168499152 -56200.489195196576 149296.52941589357 23658.71740754756 3117.4718406493262 55902.804419670487 211187.8235839844 -96905.978319300513 4146.5298763684405 -6328.0936971507363 -35102.368983151326 -22248.75875459559 48343.697683432671 50212.319749785638 35152.474048225595 -186429.93810096156 157330.17085658482
leaf_weight=268763 3783399 102 2525 1534 234 21 454 376 155 41 1358 1174 63 939 556 64 1331 4976 101 40 193 3020 85 411 34 194 861 718 26 56
leaf_count=268763 3783399 102 2525 1534 234 21 454 376 155 41 1358 1174 63 939 556 64 1331 4976 101 40 193 3020 85 411 34 194 861 718 26 56
internal_value=0 -368.249 -4094.2 -3619.45 -17174.7 58621.4 -24724.7 4350.99 -39718.7 -30578.3 -762.245 1407.13 -18695.6 3789.25 1064.85 25477.5 4613.22 9475.18 30967 99955.3 -147.084 9551.27 17713 -54850.9 -119850 73386.3 41178.5 23949.8 -48514.1 56753.9
internal_weight=0 290405 16272 16170 2815 255 2560 871 1689 417 13355 11997 1271 10726 9529 1197 8973 6448 1472 141 274133 5370 4766 604 97 258 1746 829 111 917
internal_count=4073804 290405 16272 16170 2815 255 2560 871 1689 417 13355 11997 1271 10726 9529 1197 8973 6448 1472 141 274133 5370 4766 604 97 258 1746 829 111 917
is_linear=0
shrinkage=0.1


Tree=1155
num_leaves=31
num_cat=0
split_feature=4 6 6 6 4 6 6 3 3 1 3 6 6 6 3 0 0 6 0 1 6 6 6 3 6 1 3 7 6 3
split_gain=4.19316e+12 1.15381e+13 2.4676e+13 1.96374e+13 2.13562e+13 2.87376e+13 1.4733e+13 1.37545e+13 2.12155e+13 6.6997e+13 1.78469e+13 1.60573e+13 2.07378e+13 1.80769e+13 1.77543e+13 2.87737e+13 2.87365e+13 1.63575e+13 2.60242e+13 1.59039e+13 2.65041e+13 4.00837e+13 3.10848e+13 2.49206e+13 1.7864e+13 1.33158e+13 1.27538e+13 1.23472e+13 1.19544e+13 1.17765e+13
threshold=36.500000000000007 39.025000000000013 45.305000000000007 40.015000000000008 37.500000000000007 42.875000000000007 37.005000000000003 12.500000000000002 11.500000000000002 37.618684050000006 13.500000000000002 46.010000000000012 48.025000000000013 57.715000000000011 24.500000000000004 55.749683450000006 55.806294650000005 60.910000000000004 55.801384500000005 37.586700500000006 68.515000000000015 77.565000000000012 80.030000000000015 24.500000000000004 81.02500000000002 37.517483500000004 29.500000000000004 6.0000000000000009 51.405000000000008 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 6 3 -3 5 -5 -2 8 -4 -10 -9 -12 -13 14 28 -16 -17 18 -15 25 -21 -22 23 -23 -24 29 -6 -25 -14 -19
right_child=1 2 7 4 26 -7 -8 10 9 -11 11 12 13 17 15 16 -18 19 -20 20 21 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=2.6454571314552755 -299.41670056573275 -9752.0417495888159 -10281.98540350921 195341.10262695316 11995.574450231483 35899.119536414517 -45456.879562717018 53509.038370901639 -196677.04462139425 -1871.1081676136364 -90713.672187500008 76661.937086397069 -32381.734955276272 2378.9299172794122 10090.105886627907 -191767.16205357143 -53542.518089438381 -20549.709304098888 143965.17961309524 -53828.628752957855 127376.90081380209 -156162.19312499999 95539.542336309532 -69514.376522435909 1413.5513258862402 77212.93323479731 97166.769598679326 11699.698752170139 25480.063463695631 28265.5029833027
leaf_weight=4071036 145 95 685 20 108 26 144 61 26 55 20 34 69 34 43 21 53 73 21 104 24 20 21 39 506 37 21 36 74 153
leaf_count=4071036 145 95 685 20 108 26 144 61 26 55 20 34 69 34 43 21 53 73 21 104 24 20 21 39 506 37 21 36 74 153
internal_value=0 -3890.81 -1686.39 26851 46721.3 105222 -22800 -5174.44 -16004.8 -64401.4 574.736 -1761.73 -455.532 -2429.92 -26076.2 -54965.7 -92768.4 3326.65 56439.1 442.954 -6976.88 565.817 -4327.22 -56980.2 5164.3 21602.2 25860.7 -30531.6 -2439.27 12497.8
internal_weight=0 2768 2479 270 175 46 289 2209 766 81 1443 1382 1362 1328 260 117 74 1068 55 1013 750 646 622 95 527 263 129 75 143 226
internal_count=4073804 2768 2479 270 175 46 289 2209 766 81 1443 1382 1362 1328 260 117 74 1068 55 1013 750 646 622 95 527 263 129 75 143 226
is_linear=0
shrinkage=0.1


Tree=1156
num_leaves=31
num_cat=0
split_feature=2 0 6 4 1 1 5 6 2 4 0 0 1 0 1 0 0 1 1 7 4 4 6 3 1 1 4 1 7 4
split_gain=4.1688e+12 3.10899e+13 4.94238e+13 3.65546e+13 3.82732e+13 3.45726e+13 2.46725e+13 5.0785e+13 9.65886e+13 1.6555e+14 1.63558e+14 1.03891e+14 1.11061e+14 9.64843e+13 1.08514e+14 1.36263e+14 1.71718e+14 7.87067e+13 1.58989e+14 7.31905e+13 7.318e+13 1.10582e+14 7.29979e+13 1.12379e+14 7.25611e+13 7.24794e+13 6.89151e+13 6.77832e+13 1.89819e+14 2.35259e+14
threshold=451.00000000000006 56.385857200000011 105.00500000000001 9.5000000000000018 37.425454150000007 37.517483500000004 1.5000000000000002 45.305000000000007 75.000000000000014 22.500000000000004 55.858844800000007 55.649510000000014 37.729575300000008 55.801384500000005 37.425454150000007 55.676890650000011 55.696737300000009 37.46219940000001 37.488790500000007 6.0000000000000009 31.500000000000004 30.500000000000004 63.855000000000011 10.500000000000002 37.543519500000009 37.475446350000006 13.500000000000002 37.586700500000006 6.0000000000000009 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 6 3 -3 -5 -4 7 -1 9 10 11 -9 13 14 -13 17 24 -16 -19 -10 21 22 -11 -24 -17 26 -12 28 29 -18
right_child=-2 2 5 4 -6 -7 -8 8 19 20 25 12 -14 -15 15 16 27 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.141542276383824 -45.173718814493263 -8499.548570811392 -33671.492427357458 12018.412742122935 110774.72748579546 -162286.81325757576 767.92990926388154 -5319.4182080387627 -6782.2968626736329 -15871.012156962532 91563.371230760269 -19519.80744854267 -26321.441013979111 3960.8184828287763 37961.459972098215 -170552.47936580883 -75595.490479651169 279676.14535914181 68372.081324527142 -25528.888287778605 10885.108529082892 -67755.457346518975 -102619.074296875 184302.16802325583 -14169.252769371984 -67374.594555087926 -44414.577613467263 68713.377108305722 -19531.147554342544 107299.4237504554
leaf_weight=236087 3396489 4878 57 363 44 33 412338 1341 11463 2332 67 260 356 900 70 34 86 67 76 2545 931 436 20 43 233 339 84 1044 402 386
leaf_count=236087 3396489 4878 57 363 44 33 412338 1341 11463 2332 67 260 356 900 70 34 86 67 76 2545 931 436 20 43 233 339 84 1044 402 386
internal_value=0 226.53 -7348.61 -6097.26 22694.8 -80830.4 287.125 -476.56 -4908.33 2871.26 13549.7 18702 26932.1 32260.5 41842.8 48495.9 41053.3 124845 167375 -10188.2 -13435.9 -21434.1 -13001.5 93216.1 -34083.2 -41706.3 15920 51512.8 30966.6 73975.4
internal_weight=0 677315 5375 5285 407 90 671940 259602 23515 9507 5745 5255 3914 3558 2658 2398 2185 213 143 14008 3762 2831 2395 63 267 490 151 1918 874 472
internal_count=4073804 677315 5375 5285 407 90 671940 259602 23515 9507 5745 5255 3914 3558 2658 2398 2185 213 143 14008 3762 2831 2395 63 267 490 151 1918 874 472
is_linear=0
shrinkage=0.1


Tree=1157
num_leaves=31
num_cat=0
split_feature=2 6 0 6 0 0 6 0 0 6 6 1 0 0 1 4 6 7 1 1 0 0 1 4 4 7 1 4 1 6
split_gain=4.63026e+12 2.56627e+13 7.47007e+13 1.13063e+14 6.64039e+13 7.23791e+13 6.40681e+13 1.16507e+14 7.79271e+13 8.03318e+13 1.44978e+14 1.10239e+14 2.19732e+14 1.65885e+14 1.64697e+14 1.49133e+14 1.82047e+14 1.35474e+14 1.21436e+14 1.05907e+14 9.24743e+13 9.22402e+13 9.60166e+13 8.32554e+13 1.01695e+14 1.58209e+14 1.29356e+14 1.12862e+14 2.09072e+14 1.38037e+14
threshold=36.000000000000007 39.810000000000009 55.840017500000009 39.305000000000007 55.775215600000003 55.660117850000006 42.405000000000008 55.710673100000008 55.633951400000008 69.605000000000004 66.50500000000001 37.503969450000007 55.554045200000012 55.520061350000013 37.618684050000006 25.500000000000004 80.030000000000015 6.0000000000000009 37.729575300000008 37.729575300000008 55.622114900000007 55.595177750000005 37.740454950000007 22.500000000000004 21.500000000000004 6.0000000000000009 37.488790500000007 17.500000000000004 37.475446350000006 80.030000000000015
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 5 -1 7 -3 9 10 20 13 -13 -11 15 16 -14 21 -19 -12 -8 -16 -23 24 25 -15 27 28 -27 -30
right_child=-2 6 3 -5 -6 -7 8 -9 -10 11 19 12 14 23 17 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2582.0764595587711 29.536802363889777 -14329.440938708449 6216.8307716608251 57966.217162190005 -6934.4906793273249 4957.1397689772821 1615.4536990199451 560.08381469124765 -1591.147106603813 43110.428036248712 25527.539614401085 -17084.109235003238 31819.783202261009 8601.7928052447332 -109171.38343683229 -5079.917672032635 103714.32524523413 7573.1036583479063 102770.57948895029 195881.39358108109 16852.875962937454 9441.6221437786699 -65510.777608480799 -45662.388365272425 14771.741070368709 -24303.992167001379 -88922.995507129584 -70460.102988642946 83032.764101850626 -5851.5341824995912
leaf_weight=24691 3783399 9582 13333 436 12099 26295 28124 11638 140800 573 2669 2177 989 2151 117 508 547 516 181 37 4640 545 249 693 1429 3991 286 405 322 382
leaf_count=24691 3783399 9582 13333 436 12099 26295 28124 11638 140800 573 2669 2177 989 2151 117 508 547 516 181 37 4640 545 249 693 1429 3991 286 405 322 382
internal_value=0 -384.806 1182.19 7855.49 -274.336 1306.12 -948.744 -6163.36 -373.413 2953.85 5610.68 -2913.66 8062.87 -9166.81 23053.3 41888.9 57422.9 -889.524 32294.4 27856.8 3773.36 -26278.3 -14063.6 -12268 -9686.93 -14324.2 -23480.2 -19810.3 -15441.1 34802.9
internal_weight=0 290405 76854 13769 63085 50986 213551 21220 192331 51531 35470 16061 5829 10232 3652 2044 1536 1608 697 2706 32764 911 794 9659 8966 7537 5386 5100 4695 704
internal_count=4073804 290405 76854 13769 63085 50986 213551 21220 192331 51531 35470 16061 5829 10232 3652 2044 1536 1608 697 2706 32764 911 794 9659 8966 7537 5386 5100 4695 704
is_linear=0
shrinkage=0.1


Tree=1158
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 6 1 1 6 6 3 6 7 4 6 3 6 3 1 1 4 0 6 6 4 4 6 6 6
split_gain=4.22583e+12 1.27583e+13 3.24547e+13 1.952e+13 1.34183e+13 1.33494e+13 3.08679e+13 3.13427e+13 3.90676e+13 2.83879e+13 2.64915e+13 2.58951e+13 2.42166e+13 2.35321e+13 2.61262e+13 2.30037e+13 1.8153e+13 2.04713e+13 1.29247e+13 1.98533e+13 2.36675e+13 1.6149e+13 1.27023e+13 2.02148e+13 3.48553e+13 1.69892e+13 3.45645e+13 1.56559e+13 1.34004e+13 1.23953e+13
threshold=27.500000000000004 55.696737300000009 55.710673100000008 56.02161850000001 55.79439725000001 79.710000000000022 70.50500000000001 37.755233900000007 37.649344350000007 73.41500000000002 97.020000000000024 28.500000000000004 93.050000000000011 6.0000000000000009 35.500000000000007 39.025000000000013 29.500000000000004 65.00500000000001 32.500000000000007 37.46219940000001 37.534144550000008 34.500000000000007 56.858606850000008 99.050000000000011 68.515000000000015 36.500000000000007 35.500000000000007 42.875000000000007 65.805000000000021 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 -3 29 5 6 7 8 11 -8 12 -4 -7 14 -13 -10 -9 -18 22 21 -21 -20 23 24 25 26 28 -27 -6 -2
right_child=1 2 4 -5 18 10 9 16 15 -11 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.7675825374996159 11807.377901946833 -103945.73609375001 -47105.822312644683 101654.44329144023 7720.1525089751776 21398.32477665654 -123897.83800347222 62667.235645736888 40433.895791015624 -19556.450174836191 -50102.940544871795 134128.00309132543 139708.32940340909 -1814.0926149542738 -3921.2653170072117 -73970.201099811427 23950.723406498015 -60651.155342060818 85537.030627111497 -51400.725477040251 -2317.1970362785682 -16176.77008101852 -15772.99133812314 -43111.10250226449 37234.754508692786 13617.634210069446 110610.0849609375 -62198.225046705164 -38141.601799170654 -17359.101267421396
leaf_weight=4068237 1449 30 108 23 1298 81 45 81 20 62 39 29 22 328 26 145 126 37 37 139 335 27 210 69 426 45 32 69 67 162
leaf_count=4068237 1449 30 108 23 1298 81 45 81 20 62 39 29 22 328 26 145 126 37 37 139 335 27 210 69 426 45 32 69 67 162
internal_value=0 2753.27 -332.401 10180.4 464.012 -8613.59 -12661.2 -6624.39 -18005.6 -63438.3 20090.4 -3858.84 46668.4 8336.13 68868.3 -60103 23974.4 4746.62 4251.29 -9652.16 -16710.9 42626.5 7626.77 10076.4 11971 4848.38 7877.45 -32270.9 5469.06 8874.44
internal_weight=0 5567 3933 1634 3903 1149 1007 900 656 107 142 491 103 383 55 165 244 163 2754 538 474 64 2216 2006 1937 1511 1397 114 1365 1611
internal_count=4073804 5567 3933 1634 3903 1149 1007 900 656 107 142 491 103 383 55 165 244 163 2754 538 474 64 2216 2006 1937 1511 1397 114 1365 1611
is_linear=0
shrinkage=0.1


Tree=1159
num_leaves=31
num_cat=0
split_feature=6 0 1 0 3 3 0 4 3 0 5 5 0 0 7 0 5 3 1 1 1 5 4 3 4 0 5 4 1 1
split_gain=4.0973e+12 1.12211e+13 2.46765e+13 2.34017e+13 3.05155e+13 2.1454e+13 1.43471e+13 1.10254e+13 1.14528e+13 3.5482e+13 3.962e+13 3.31317e+13 4.7926e+13 5.62929e+13 2.09153e+13 3.20579e+13 4.10552e+13 3.0538e+13 2.93518e+13 2.41372e+13 2.48452e+13 2.27734e+13 2.37468e+13 1.72411e+13 1.63019e+13 1.47418e+13 1.35071e+13 2.79341e+13 1.33553e+13 1.69948e+13
threshold=247.90000000000001 60.028671700000011 30.303340300000002 59.848366150000011 2.5000000000000004 5.5000000000000009 59.764576050000009 24.500000000000004 1.5000000000000002 44.249882500000005 3.5000000000000004 3.5000000000000004 55.910578700000009 52.02416370000001 6.0000000000000009 45.00849250000001 2.5000000000000004 3.5000000000000004 49.692247900000005 37.702956500000006 37.563506350000004 2.5000000000000004 9.5000000000000018 17.500000000000004 1.5000000000000002 56.041614100000011 6.5000000000000009 5.5000000000000009 37.331232350000008 30.624707450000006
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 9 10 -2 24 13 -13 19 17 25 -16 -18 20 28 -19 -23 26 -11 -17 -21 -28 29 -10
right_child=1 2 -4 4 5 -7 -8 -9 14 11 -12 12 -14 -15 15 16 18 21 -20 23 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.8087815204324365 -25003.612091764859 135024.93156250002 13243.03907532355 -144387.44552408854 46056.544555664062 -68024.016946231626 86293.892559523811 -60264.301620370374 -16451.308249999998 38616.131357621176 -174479.55287500002 -3734.0211504536292 -73231.219602272729 177850.52935855265 -57334.032772435901 -42248.822827808282 -223134.14078125 -3272.7940474076709 -53862.291369047627 3919.2558549308483 124480.97866210938 169442.77051630436 27248.538476562502 73415.516981907902 -24700.563016328055 40853.998723958335 125312.18426339288 -9567.0251378676476 -5943.1124559089321 80993.471258060526
leaf_weight=4070611 61 20 99 24 32 34 21 27 25 49 25 31 22 38 39 74 20 44 21 1909 32 23 24 38 239 30 28 34 67 63
leaf_count=4070611 61 20 99 24 32 34 21 27 25 49 25 31 22 38 39 74 20 44 21 1909 32 23 24 38 239 30 28 34 67 63
internal_value=0 3580.79 33710.6 2414.41 -47825.6 -12712.2 3929.7 3345.95 3930.92 -10466.6 -68455.9 2691.91 55291 96269.1 6640.29 -19358.1 -51686.8 16700.9 -136434 9896 44259.4 48430.2 96832.9 6697.42 -13927.9 -18276.9 5411.12 51346.2 27697.5 53310.3
internal_weight=0 3193 119 3074 90 66 2984 2963 2936 465 86 379 91 69 2471 275 145 130 41 2196 187 91 47 2009 288 104 1971 62 155 88
internal_count=4073804 3193 119 3074 90 66 2984 2963 2936 465 86 379 91 69 2471 275 145 130 41 2196 187 91 47 2009 288 104 1971 62 155 88
is_linear=0
shrinkage=0.1


Tree=1160
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 6 4 6 6 3 6 6 5 3 6 4 4 1 2 6 6 6 3 0 1 2 0 2 4
split_gain=3.94913e+12 1.72662e+13 2.74574e+13 1.97627e+13 2.11231e+13 1.62287e+13 1.2589e+13 8.34756e+12 9.44005e+12 6.99358e+12 6.97793e+12 6.8501e+12 1.99539e+13 6.11154e+12 5.72208e+12 5.65876e+12 7.48175e+12 5.12154e+12 4.18338e+12 1.74611e+13 1.32795e+13 1.14924e+13 1.20828e+13 1.32495e+13 1.16199e+13 9.99871e+12 3.43797e+13 3.38257e+13 2.93897e+13 2.74359e+13
threshold=14143.500000000002 63.565651350000003 59.699368850000006 72.839788400000018 2.5000000000000004 52.610000000000007 44.010000000000012 9.5000000000000018 48.410000000000004 54.010000000000012 2.5000000000000004 75.605000000000004 67.91500000000002 2.5000000000000004 4.5000000000000009 54.990000000000002 8.5000000000000018 7.5000000000000009 113.48479755000001 12544.500000000002 74.615000000000009 30.025000000000002 22.940000000000005 4.5000000000000009 63.565651350000003 94.478249850000012 5160.5000000000009 56.520242650000007 9907.0000000000018 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=18 2 6 7 -5 17 -2 8 -3 -4 -7 12 15 -12 -8 -10 -17 -6 25 21 -21 22 23 -20 -23 -1 -27 28 -28 -30
right_child=1 3 9 4 5 10 14 -9 11 -11 13 -13 -14 -15 -16 16 -18 -19 19 20 -22 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=6.0589505021393384 -39736.562120863971 -5252.6749386965575 -53841.223839962127 -44469.587542459245 -2641.4130022321428 142614.06965332033 13853.425751227302 -39187.231945503052 46381.809046708775 -128781.55597656251 34844.6772545856 -20241.260221593522 105277.87981546338 104992.54735243056 80242.813945312504 -14256.05211135285 31548.919437349763 53174.414559641191 -4314.6203605837936 21428.605003045195 103587.485546875 1590.8711554463973 -14581.114623850826 40526.868105468748 -48715.921100118889 -16676.552059842139 950.1175347009887 -21518.835650536013 -7131.7454501027169 16606.628821531318
leaf_weight=4007167 34 273 33 23 35 20 37 41 47 20 23 34 29 27 20 79 65 31 246 186 22 24629 884 90 46 1455 28799 788 8103 518
leaf_count=4007167 34 273 33 23 35 20 37 41 47 20 23 34 29 27 20 79 65 31 246 186 22 24629 884 90 46 1455 28799 788 8103 518
internal_value=0 6732.79 -24902.8 12999 44161.4 59150.5 8421.87 4275.7 7657.06 -82120.6 92693 21532.5 27988.4 72724.5 37147.9 16253.4 6419.8 23575.1 -1.43981 1260.45 30118.5 1028.65 -8445.64 7696.49 1497.09 -9.57932 -1589.52 -1014.99 -583.214 -5705.41
internal_weight=0 871 144 727 159 136 91 568 527 53 70 254 220 50 57 191 144 66 4.07293e+06 26103 208 25895 1220 336 24675 4.04683e+06 39663 38208 37420 8621
internal_count=4073804 871 144 727 159 136 91 568 527 53 70 254 220 50 57 191 144 66 4072933 26103 208 25895 1220 336 24675 4046830 39663 38208 37420 8621
is_linear=0
shrinkage=0.1


Tree=1161
num_leaves=31
num_cat=0
split_feature=1 4 6 1 0 4 1 2 0 0 0 0 6 4 0 4 6 0 0 1 6 6 6 6 3 3 3 6 1 6
split_gain=4.1881e+12 1.74262e+13 2.1164e+13 1.62457e+13 3.7673e+13 2.40821e+13 2.33372e+13 1.09287e+14 6.26855e+13 8.47488e+13 5.92113e+13 4.85414e+13 4.67078e+13 4.98639e+13 3.51902e+13 2.43944e+13 2.309e+13 2.29643e+13 2.22364e+13 4.48013e+13 4.87805e+13 4.82615e+13 4.94311e+13 4.35823e+13 4.16026e+13 3.35825e+13 2.93429e+13 2.38792e+13 2.33378e+13 2.08867e+13
threshold=83.658467900000019 24.500000000000004 64.405000000000015 83.971434050000013 53.506098950000009 16.500000000000004 86.020047450000007 6240.0000000000009 52.02416370000001 55.649510000000014 53.175387700000009 56.520242650000007 70.00500000000001 13.500000000000002 55.214863500000007 11.500000000000002 97.020000000000024 51.768991500000006 53.379556850000007 83.754481100000007 156.15000000000003 78.010000000000005 77.565000000000012 76.00500000000001 9.5000000000000018 7.5000000000000009 10.500000000000002 52.990000000000002 83.754481100000007 81.705000000000013
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 3 -3 4 5 18 7 14 17 10 -10 12 15 -14 -5 -11 -12 -9 19 20 -2 22 25 28 -24 -21 -22 -27 -20 -7
right_child=1 2 -4 6 -6 29 -8 8 9 11 16 -13 13 -15 -16 -17 -18 -19 23 21 26 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-24.321853983032867 2143.8500116896498 -2266.2575284138084 -21015.97716609163 -55082.38991344691 -29135.66478975986 -3280.8152951839911 446.40285147527067 -39457.06145987675 -3562.4261945160415 19941.758993542491 -26200.830465624069 -18811.690625702933 80717.428352230461 -7741.3557717063222 -18623.050769525449 -13998.698660760021 -132010.43645833334 25044.557080207731 7862.3711548496885 4891.3743108566223 -21899.619419352213 27762.695199031343 -122690.27598689153 -44407.030874975695 44076.900446428575 10848.250981123036 -154625.8310483871 37397.654610487385 -6560.4185547400557 -30414.619341554233
leaf_weight=3852148 22447 2480 795 303 376 2186 165831 58 6100 1249 1152 356 231 88 2096 255 21 1142 1868 6383 36 1334 52 241 21 803 31 586 2809 326
leaf_count=3852148 22447 2480 795 303 376 2186 165831 58 6100 1249 1152 356 231 88 2096 255 21 1142 1868 6383 36 1334 52 241 21 803 31 586 2809 326
internal_value=0 422.688 -6817.72 531.271 2366.76 2669.52 125.975 -3945.5 397.213 -2336.15 -7519.09 14963.3 21559 56315 -23228 14187.2 -28095.1 21927 3319.41 4290.23 1889.54 10178.6 7188.47 -2936.84 -74716.2 7957.77 -83310.3 22049.1 -799.937 -6802.16
internal_weight=0 221656 3275 218381 39499 39123 178882 13051 10652 9452 7273 2179 1823 319 2399 1504 1173 1200 36611 31693 22514 9179 7845 4918 73 7772 67 1389 4677 2512
internal_count=4073804 221656 3275 218381 39499 39123 178882 13051 10652 9452 7273 2179 1823 319 2399 1504 1173 1200 36611 31693 22514 9179 7845 4918 73 7772 67 1389 4677 2512
is_linear=0
shrinkage=0.1


Tree=1162
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 1 1 6 0 1 0 0 7 0 0 0 1 5 2 6 0 5 0 1 0 1 1 1 6 1
split_gain=4.15034e+12 3.36704e+13 1.07997e+14 1.26481e+14 1.13703e+14 9.17008e+13 9.82827e+13 1.21169e+14 1.01651e+14 8.05114e+13 8.22537e+13 7.44345e+13 7.16942e+13 6.939e+13 1.52742e+14 5.96304e+13 5.46119e+13 5.30691e+13 5.14625e+13 6.83537e+13 1.60849e+14 6.78456e+13 6.22072e+13 9.79206e+13 7.87729e+13 7.09532e+13 6.77451e+13 1.30961e+14 8.38516e+13 8.5839e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 97.020000000000024 82.971668900000012 83.117716000000016 52.610000000000007 55.055052800000006 82.948524700000021 54.992080650000005 55.667390500000003 6.0000000000000009 57.100506200000005 57.125462300000009 54.810424650000009 39.723160900000003 2.5000000000000004 2632.5000000000005 66.010000000000005 55.462387050000011 4.5000000000000009 55.897267000000006 37.290808600000013 55.910578700000009 37.131181300000009 36.865631950000008 37.131181300000009 72.50500000000001 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 7 -7 15 13 -11 -5 -13 -4 -15 -9 -16 -12 19 -2 -21 -20 26 25 -25 -24 -22 -28 -29 -30
right_child=1 -3 5 4 -6 6 -8 8 -10 10 17 12 -14 14 16 -17 -18 -19 21 20 22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=406.88985970982509 275.41760695543229 28.709966060453464 -5555.8608240474141 -27688.495423533823 -201251.92628906251 2301.783952785413 -2934.4221600225715 -31967.420733096737 -60617.739235733694 96284.532687500003 -17952.593490926698 70713.495727003246 17505.199009331911 63248.790214516135 -29123.937478094067 39625.007216441576 2661.0077756473688 -60206.312367994316 4463.442935153661 -85175.170388016792 -91839.809488431492 48840.940206830935 -58475.218053089491 178811.65791015627 -11420.817319847172 -206044.22497996796 115230.29478193012 -56953.549495360094 -31637.087104212558 45012.033931259532
leaf_weight=236154 8573 3715317 65089 146 20 3762 8958 123 115 50 758 608 434 408 574 2149 9279 489 18619 322 65 351 198 24 234 39 112 197 227 410
leaf_count=236154 8573 3715317 65089 146 20 3762 8958 123 115 50 758 608 434 408 574 2149 9279 489 18619 322 65 351 198 24 234 39 112 197 227 410
internal_value=0 -25.0384 -1657.4 3489.36 35201.6 -3372.68 3748.19 13483.6 31106.5 -4776.19 -29479.4 39182.3 48551.9 -4350.97 3292.06 35749.2 809.332 -34522 2185.07 -3467.97 -21023.8 5284.56 -7307.53 -36353.2 6275.23 -82758.7 6913.62 13699 64.1078 17697.5
internal_weight=0 3.83765e+06 122333 30579 1208 91754 15107 6149 2387 76647 1297 1188 1042 75350 10261 2272 9853 1247 29371 10401 1828 18970 1506 495 258 237 1011 946 834 637
internal_count=4073804 3837650 122333 30579 1208 91754 15107 6149 2387 76647 1297 1188 1042 75350 10261 2272 9853 1247 29371 10401 1828 18970 1506 495 258 237 1011 946 834 637
is_linear=0
shrinkage=0.1


Tree=1163
num_leaves=31
num_cat=0
split_feature=1 1 4 1 6 0 0 5 6 4 4 4 0 1 0 6 3 0 4 4 4 0 4 0 1 6 4 0 0 6
split_gain=4.18497e+12 5.73518e+13 3.32703e+13 3.86529e+13 5.97161e+13 3.66724e+13 5.55454e+13 8.0446e+13 6.05661e+13 4.16737e+13 4.13067e+13 5.77188e+13 3.98631e+13 3.75626e+13 1.03335e+14 7.60484e+13 4.58172e+13 3.73739e+13 3.669e+13 3.58966e+13 4.15929e+13 3.36648e+13 3.04958e+13 2.97798e+13 8.73586e+13 5.36294e+13 4.32623e+13 3.50604e+13 2.85662e+13 3.63031e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 82.966990000000024 64.805000000000021 54.947152850000002 55.007293000000011 2.5000000000000004 79.710000000000022 9.5000000000000018 19.500000000000004 16.500000000000004 54.947759400000002 82.968544750000021 55.071632200000003 75.605000000000004 22.500000000000004 55.026775150000006 24.500000000000004 9.5000000000000018 7.5000000000000009 54.947759400000002 8.5000000000000018 54.94428030000001 82.966990000000024 48.025000000000013 10.500000000000002 54.943815050000005 55.030407050000001 94.02500000000002
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 -3 23 7 12 10 -10 11 21 -7 17 16 -16 22 -8 -14 20 -19 -9 -15 24 25 -4 -25 -26 -21 -30
right_child=-2 2 5 -5 -6 6 13 8 9 -11 -12 -13 18 14 15 -17 -18 19 -20 28 -22 -23 -24 26 27 -27 -28 -29 29 -31
leaf_value=-5.7538160297622589 -249.62230260947942 -4190.0424975422029 4425.5964982426985 -8691.9390143343317 43312.962677001953 -2609.2686105482317 -5832.1247623170748 84065.928058363977 198133.69387555806 67585.857188233684 -33316.293575546115 88929.26897096273 20150.589451045329 36718.307485650512 16794.787789862607 155724.03702362804 36857.14040858893 112445.18340517241 -11424.346519844488 47034.910646537886 -9314.7079864262705 18265.4884364881 -20167.367662630873 -149.93396136077558 11523.50876717364 22664.45410798645 -35284.758921440975 -8962.7511341257341 16299.627531190436 -42879.402086375587
leaf_weight=3450934 576568 782 3249 4009 400 1800 1426 85 28 193 103 158 2787 98 1010 41 162 29 424 292 861 912 2456 13220 1078 3200 360 3712 3320 107
leaf_count=3450934 576568 782 3249 4009 400 1800 1426 85 28 193 103 158 2787 98 1010 41 162 29 424 292 861 912 2456 13220 1078 3200 360 3712 3320 107
internal_value=0 41.1537 3537.22 -4006.44 11885.4 4489.74 8176.08 15351.9 35845 84125.9 27363.3 32774.5 9303.35 3424.89 -4410.51 22214.5 -14713.5 8315.69 15981.2 12693 -5347.25 23875.4 -17984.6 2069.91 5877.54 13475.7 -1081.34 -4352.27 17010.2 14451.9
internal_weight=0 3.49724e+06 46302 5191 1182 41111 16292 6490 1479 221 1258 1155 5011 9802 3767 1051 2716 6035 3211 4609 890 997 2554 24819 11239 6449 13580 4790 3719 3427
internal_count=4073804 3497236 46302 5191 1182 41111 16292 6490 1479 221 1258 1155 5011 9802 3767 1051 2716 6035 3211 4609 890 997 2554 24819 11239 6449 13580 4790 3719 3427
is_linear=0
shrinkage=0.1


Tree=1164
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 6 0 0 6 7 0 1 7 6 0 0 6 6 5 6 6 6 0 6 6 6 6 6 0 6
split_gain=4.10391e+12 3.18709e+13 1.81871e+14 1.16143e+14 7.54359e+13 6.98127e+13 6.95224e+13 6.29077e+13 6.31051e+13 5.53447e+13 5.3344e+13 1.15233e+14 4.50833e+13 6.45526e+13 4.25989e+13 4.23378e+13 4.11593e+13 3.73654e+13 4.00306e+13 3.55342e+13 6.48258e+13 5.90043e+13 4.37192e+13 3.82511e+13 3.45712e+13 3.45548e+13 3.00038e+13 3.01308e+13 2.93267e+13 7.35564e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 22.500000000000004 73.995000000000019 59.856552950000008 60.034792100000011 97.020000000000024 6.0000000000000009 59.990753350000013 30.157841000000001 6.0000000000000009 52.330000000000005 59.864072000000007 60.01610465000001 110.01500000000001 38.995000000000012 3.5000000000000004 41.990000000000002 86.920000000000016 71.715000000000018 59.950512650000007 108.05000000000001 94.02500000000002 88.00500000000001 78.010000000000005 74.615000000000009 59.982409200000006 81.705000000000013
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 4 5 -1 -3 25 8 28 15 11 -5 13 -9 -10 -4 -12 -11 26 22 21 -21 -13 -22 -8 -7 27 -19 -6 -30
right_child=-2 3 9 10 7 6 24 12 14 17 16 19 -14 -15 -16 -17 -18 18 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-538.91981758173279 17.249587822479452 -12287.865625793736 13878.514485405363 -59987.913441240031 18937.917335738508 -73888.24205729166 -95336.173056402447 31601.131575602212 -15053.110345458985 -18565.341625594781 10479.362915895132 53250.640759004564 24445.778479656798 132723.67869301894 -140431.26968085108 -20892.688240907428 -89061.318103608632 -44364.039728640229 65672.467258522738 82178.95489879261 -89119.668857758632 207149.77748325895 -57011.790937500009 68300.994137665723 -220794.23428385417 83317.155010775867 -99926.280172697385 48592.19272732205 -49061.904295622997 154637.20890625002
leaf_weight=105557 3956930 768 599 94 849 27 82 150 64 1223 3793 179 617 109 47 843 42 1111 33 165 29 49 45 33 30 29 95 36 156 20
leaf_count=105557 3956930 768 599 94 849 27 82 150 64 1223 3793 179 617 109 47 843 42 1111 33 165 29 49 45 33 30 29 95 36 156 20
internal_value=0 -584.009 -946.225 6944.49 -173.312 -25061.2 -83453.4 19007.9 3480.38 -22048.1 13708.4 41593.9 39143.9 74158.5 -68141.2 -6448.89 9389.22 -31053 -43031.3 60691.3 84707.7 110794 31099.7 -5331.25 -128941 7521.7 -45919.6 -41446.5 11236.5 -25914.3
internal_weight=0 116874 111509 5365 107569 936 168 2012 1136 3940 4429 594 876 259 111 1442 3835 2498 1275 500 276 214 224 62 112 56 1242 1147 1025 176
internal_count=4073804 116874 111509 5365 107569 936 168 2012 1136 3940 4429 594 876 259 111 1442 3835 2498 1275 500 276 214 224 62 112 56 1242 1147 1025 176
is_linear=0
shrinkage=0.1


Tree=1165
num_leaves=31
num_cat=0
split_feature=0 0 6 6 5 6 2 6 1 1 6 5 6 1 1 0 3 7 0 4 0 0 1 1 1 4 6 0 1 4
split_gain=4.01075e+12 4.28234e+13 8.34564e+13 6.19667e+13 1.01687e+14 5.75617e+13 5.24208e+13 8.98277e+13 5.43826e+13 9.35192e+13 4.89362e+13 1.39597e+14 7.03781e+13 4.73525e+13 1.02584e+14 4.63105e+13 4.03652e+13 3.92202e+13 7.00927e+13 5.60824e+13 5.46252e+13 5.39082e+13 1.08517e+14 2.12805e+14 1.97392e+14 1.497e+14 1.54057e+14 1.39443e+14 1.18315e+14 1.06959e+14
threshold=54.94110555000001 54.962581500000006 138.05000000000004 108.05000000000001 3.5000000000000004 95.045000000000016 9651.0000000000018 89.00500000000001 43.047633000000012 44.628646350000004 62.995000000000012 2.5000000000000004 87.015000000000015 82.971668900000012 82.962856350000024 54.94428030000001 8.5000000000000018 6.0000000000000009 54.932051950000009 4.5000000000000009 44.739668300000005 54.604289300000012 56.128886000000001 61.511492200000006 54.62357655000001 4.5000000000000009 69.605000000000004 54.810424650000009 52.380799750000001 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=17 2 3 5 -5 6 7 8 -2 -10 11 -8 -12 14 -13 -16 -7 21 19 20 -19 -1 24 -24 28 26 -25 29 -23 -26
right_child=1 -3 -4 4 -6 16 10 -9 9 -11 12 13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 25 27 -27 -28 -29 -30 -31
leaf_value=-344.58747531284138 5445.5559785734222 29.240877721781729 -188119.3090494792 191560.42274925596 -49493.017421875003 -9948.0499459931361 -1887.9266417858028 174677.48235294118 153808.72767210144 17883.863214432564 -8515.1958330598754 2950.8545661539943 967.41689163712533 1786.6251263840477 54457.519648761852 22713.002280033666 -68164.268526785716 -14485.247014171249 24070.937619263059 1602.7241866851011 -837.60037697044254 1030.1733350157419 -22762.353575614325 8358.3117560767187 20182.622947886528 -1637.6022142942982 52089.692389905431 -7735.8726218327429 -30735.547982480159 5753.6112298596354
leaf_weight=965698 2036 2612784 24 42 30 264 112321 34 69 190 21970 3219 12158 4111 557 2627 217 4195 1348 212877 9747 30758 4253 5298 13247 39955 950 3214 1219 8392
leaf_count=965698 2036 2612784 24 42 30 264 112321 34 69 190 21970 3219 12158 4111 557 2627 217 4195 1348 212877 9747 30758 4253 5298 13247 39955 950 3214 1219 8392
internal_value=0 -67.9718 -1656.75 -1628.75 91121.5 -1670.55 -1566.25 13326.3 10935.9 54095.5 -1787.22 -856.517 -5137.04 10162 15539.4 28266.3 -36211.9 144.843 1335.43 1200.31 -4944.03 -108.332 2018.24 -1357.05 5014.95 613.318 15007.6 11700 -180.772 14586.8
internal_weight=0 2.77265e+06 159869 159845 72 159773 159292 2329 2295 259 156963 122835 34128 10514 6403 3184 481 1.30115e+06 228167 226819 13942 1.07298e+06 107286 50456 56830 46203 6248 24853 31977 21639
internal_count=4073804 2772653 159869 159845 72 159773 159292 2329 2295 259 156963 122835 34128 10514 6403 3184 481 1301151 228167 226819 13942 1072984 107286 50456 56830 46203 6248 24853 31977 21639
is_linear=0
shrinkage=0.1


Tree=1166
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 5 1 4 1 0 1 0 6 4 6 1 0 1 0 4 6 6 6 4 3 4 4 6 4 6
split_gain=4.42652e+12 3.69729e+13 4.42292e+13 6.04404e+13 5.24135e+13 5.19206e+13 5.03834e+13 4.51909e+13 3.58435e+13 8.90221e+13 2.01689e+14 2.25652e+14 1.25579e+14 1.69045e+14 1.88261e+14 1.0718e+14 1.44683e+14 1.20458e+14 1.58755e+14 1.38251e+14 1.25637e+14 1.25144e+14 1.16214e+14 1.06433e+14 1.1326e+14 1.05047e+14 1.06935e+14 1.94756e+14 1.85055e+14 8.21888e+13
threshold=47.245981600000007 47.207933300000008 39.366401150000009 168.45000000000002 37.995000000000012 4.5000000000000009 39.712886600000012 5.5000000000000009 38.989878900000008 45.059854000000009 38.977585500000011 45.040161900000008 116.05000000000001 4.5000000000000009 77.565000000000012 38.97264950000001 45.047736150000013 38.965413050000002 45.047736150000013 7.5000000000000009 120.05000000000001 102.04000000000001 52.990000000000002 19.500000000000004 12.500000000000002 24.500000000000004 19.500000000000004 47.005000000000003 15.500000000000002 81.705000000000013
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 7 4 -4 -6 -5 -3 9 10 15 23 13 14 -13 17 -17 18 -1 -20 21 22 -19 24 -12 26 28 -28 -15 -21
right_child=-2 2 3 6 5 -7 -8 -9 -10 -11 11 12 -14 25 -16 16 -18 20 19 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-162.61398758148368 -47.307569398732028 1209.1560410724655 -2406.9277977237275 161296.3697730655 4675.3992557543788 -54446.073087961093 28174.50860262784 -22638.415108349363 -539.74291857112519 3955.688400243951 -1981.6669588278683 60684.067967887691 120564.05285877787 8334.0276718337827 252033.48448275865 -15752.495311689838 27331.782779867484 -1719.5546763253672 -2504.8682368866184 -20860.055817225573 84693.288568957112 -35537.849167817971 26168.702334215603 -70057.8794796445 86985.553538411463 76961.732257095602 61403.683105263015 -65350.099238152761 77569.326364416498 -59180.535565306316
leaf_weight=106352 3378038 1877 14240 42 48331 149 88 1378 419917 70522 3107 453 157 1694 58 8320 860 2653 5201 3779 232 557 3421 218 150 295 178 380 500 657
leaf_count=106352 3378038 1877 14240 42 48331 149 88 1378 419917 70522 3107 453 157 1694 58 8320 860 2653 5201 3779 232 557 3421 218 150 295 178 380 500 657
internal_value=0 229.685 2479.5 3068.15 2926.97 4493.69 71183.1 -8886.68 -6.51223 1061.04 -405.226 15905.1 33038.9 29176.7 82402.8 -1293.43 -11716.3 -514.591 -1276.28 -13566.4 12358.4 9827.56 13987.7 -2412.04 2115.69 20250.4 14171.3 -24916.1 24112.4 -26535.6
internal_weight=0 695766 66105 62850 62720 48480 130 3255 629661 209744 139222 7190 3715 3558 511 132032 9180 122852 115989 9637 6863 6631 6074 3475 3257 3047 2752 558 2194 4436
internal_count=4073804 695766 66105 62850 62720 48480 130 3255 629661 209744 139222 7190 3715 3558 511 132032 9180 122852 115989 9637 6863 6631 6074 3475 3257 3047 2752 558 2194 4436
is_linear=0
shrinkage=0.1


Tree=1167
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 6 6 0 6 3 4 0 0 6 6 4 0 6 4 6 0 1 3 4 6 1 0 1 6 6
split_gain=4.67807e+12 2.86885e+13 9.34792e+13 8.55327e+13 1.10727e+14 9.46217e+13 7.32125e+13 7.69144e+13 1.27854e+14 1.67598e+14 1.0447e+14 7.31967e+13 1.81162e+14 6.81082e+13 6.12952e+13 5.95924e+13 8.85337e+13 7.54235e+13 5.96284e+13 1.27e+14 1.08698e+14 9.91527e+13 8.72905e+13 7.12732e+13 1.29621e+14 9.06136e+13 3.66544e+14 1.57075e+14 1.14902e+14 9.85145e+13
threshold=45.073441650000007 38.948208550000011 39.033214400000013 45.047736150000013 21.500000000000004 78.605000000000004 55.015000000000008 45.015054600000006 81.705000000000013 17.500000000000004 15.500000000000002 45.053967500000006 45.07004340000001 61.805000000000007 55.805000000000007 18.500000000000004 45.063245050000006 102.04000000000001 16.500000000000004 102.04000000000001 45.07004340000001 38.958307950000012 15.500000000000002 10.500000000000002 75.010000000000005 39.01296365000001 45.053967500000006 39.029038350000008 88.825000000000003 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -3 8 -8 10 -10 -4 13 -13 -6 18 -17 -18 23 20 21 -20 -21 24 -9 -25 27 -27 -28 -29
right_child=-2 2 11 4 14 -7 7 15 9 -11 -12 12 -14 -15 -16 16 17 -19 19 22 -22 -23 -24 25 -26 26 28 29 -30 -31
leaf_value=-169.65875918259678 -38.562760328321588 747.00394114164874 148.02310776099523 -9639.1030311052273 -9181.8057697325257 -41387.580777172458 3613.5497157473178 5516.7653184988249 4665.3400558997846 121247.41308936405 -79314.845098386897 -6693.1757544446555 12301.639242491219 -20771.230661792059 34563.255266030319 4449.9959274066614 -14088.368534265797 -104322.97754913016 67982.223406309422 1847.7081223671112 -16261.173456272934 22190.326505891848 -70979.328655880279 7314.5297474576237 24759.619900394948 5715.3775526120744 -17383.652941121534 54146.752897696664 -70147.561445227955 166781.94795689959
leaf_weight=99017 3606732 65160 214737 8931 524 1049 1850 11523 203 57 548 13168 4395 4650 824 8869 2057 97 526 510 660 4680 243 11809 5028 928 3869 609 462 89
leaf_count=99017 3606732 65160 214737 8931 524 1049 1850 11523 203 57 548 13168 4395 4650 824 8869 2057 97 526 510 660 4680 243 11809 5028 928 3869 609 462 89
internal_value=0 297.782 733.665 -1111.36 -9342.65 -12976.2 3010.5 5710.93 -10880.9 -44067.3 -56614.5 -417.262 -5881.97 -10367.2 17558.5 6559.69 33.3767 -18151.9 8317.06 17007.3 21970.2 26817 -21654.2 6640.9 11362.5 2242.18 -7813.11 32670.9 -23012.1 68508.5
internal_weight=0 467072 356727 110345 11328 9980 119777 54617 2658 808 751 236950 22213 17818 1348 51959 11023 2154 40936 6619 5866 5206 753 34317 16551 17766 5957 1626 4331 698
internal_count=4073804 467072 356727 110345 11328 9980 119777 54617 2658 808 751 236950 22213 17818 1348 51959 11023 2154 40936 6619 5866 5206 753 34317 16551 17766 5957 1626 4331 698
is_linear=0
shrinkage=0.1


Tree=1168
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 6 4 1 4 5 0 4 1 4 1 4 3 6 1 3 6 6 0 1 3 0 1 0 4 0
split_gain=4.37479e+12 1.98564e+13 1.25247e+14 1.18648e+14 6.68662e+13 7.12158e+13 7.01267e+13 7.40261e+13 5.95874e+13 5.88711e+13 5.06474e+13 1.24977e+14 1.69924e+14 1.71604e+14 7.1844e+13 5.33281e+13 4.84855e+13 4.62316e+13 4.37473e+13 1.21922e+14 5.93174e+13 4.59547e+13 4.35666e+13 4.17614e+13 4.10855e+13 4.47657e+13 7.63255e+13 4.25101e+13 3.7137e+13 3.51431e+13
threshold=88.825000000000003 45.067157700000003 45.109778000000006 23.500000000000004 38.977585500000011 128.05000000000004 7.5000000000000009 38.958307950000012 5.5000000000000009 3.5000000000000004 45.177967300000006 4.5000000000000009 38.977585500000011 12.500000000000002 38.999037500000007 24.500000000000004 2.5000000000000004 247.90000000000001 38.958307950000012 13.500000000000002 99.050000000000011 97.020000000000024 45.082176650000008 38.927872750000006 5.5000000000000009 45.090603300000005 39.01296365000001 45.07004340000001 14.500000000000002 45.07004340000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 -3 24 11 -4 16 -14 -15 -16 23 -7 19 21 -21 -8 -5 -13 25 26 27 -6 -23 -30
right_child=1 2 10 22 5 17 18 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=24.988592881905017 1634.7977992517142 -23195.736450423483 -25768.774159204302 -16691.912311921296 40891.693859011633 -111397.43902439025 -25024.555143229169 17396.105777469758 -124491.51053149608 23205.52218611131 -588.37098564602798 144799.48792613635 -53983.750288148811 -38197.824388020839 103435.27351880234 -26812.831286951015 133310.5546470565 8506.2987695312513 -7985.8196897668286 58757.877311197917 273001.54071916855 -45430.727784455135 89255.676583729626 -25275.819921875001 -44976.732970830722 28840.789957670735 6161.2293742594193 -63468.407454888817 42575.210513741629 163028.59278017242
leaf_weight=3849942 38561 107 398 54 43 164 186 124 127 218 179654 22 233 60 209 37 198 40 909 24 28 39 138 42 1083 176 389 423 147 29
leaf_count=3849942 38561 107 398 54 43 164 186 124 127 218 179654 22 233 60 209 37 198 40 909 24 28 39 138 42 1083 176 389 423 147 29
internal_value=0 -429.75 -859.381 -17437.1 -20906 -31228.7 -5686.11 -45070.5 -78172.5 -26272.3 -451.659 20032.8 42790.6 10678.7 59915.1 83845.1 108853 -87886.9 4666.04 30053.5 174120 11371.6 59457.9 33187.6 -31374.6 -17086.4 -26540.4 -53838.6 42858.5 62422.6
internal_weight=0 223862 185301 4448 4256 2536 1720 358 234 2332 180853 1199 801 539 306 246 262 204 1362 453 52 401 192 64 2114 1031 855 466 215 176
internal_count=4073804 223862 185301 4448 4256 2536 1720 358 234 2332 180853 1199 801 539 306 246 262 204 1362 453 52 401 192 64 2114 1031 855 466 215 176
is_linear=0
shrinkage=0.1


Tree=1169
num_leaves=31
num_cat=0
split_feature=1 1 0 4 6 5 7 0 0 0 4 6 6 4 4 6 6 6 5 1 6 0 4 4 3 3 0 0 7 0
split_gain=4.23385e+12 1.51828e+13 3.35908e+13 5.48706e+13 3.5546e+13 3.4312e+13 3.78304e+13 3.5573e+13 3.037e+13 4.65538e+13 8.37733e+13 8.20456e+13 6.78029e+13 6.34844e+13 8.25213e+13 7.12923e+13 6.20474e+13 6.48231e+13 7.14669e+13 6.10594e+13 5.35671e+13 4.99282e+13 5.4101e+13 5.27796e+13 5.35523e+13 4.98865e+13 4.9877e+13 2.4356e+14 8.08741e+13 6.16306e+13
threshold=83.658467900000019 83.000013850000016 55.050541250000002 3.5000000000000004 59.010000000000012 3.5000000000000004 6.0000000000000009 54.762682300000009 54.73499850000001 55.007293000000011 9.5000000000000018 54.710000000000008 87.395000000000024 15.500000000000002 9.5000000000000018 76.605000000000004 103.03500000000001 63.005000000000003 2.5000000000000004 83.117716000000016 54.410000000000004 54.810424650000009 5.5000000000000009 8.5000000000000018 2.5000000000000004 1.5000000000000002 54.86311005000001 54.810424650000009 6.0000000000000009 54.932051950000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -3 11 -11 20 -12 14 16 19 17 18 -13 -16 -10 22 -18 24 -23 -22 27 -17 29 -28
right_child=-2 2 3 4 -6 6 -8 -9 9 10 12 13 -14 -15 15 26 21 -19 -20 -21 25 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=27.966793373844837 424.99078945137308 -6679.5670992714795 5991.8361416665448 -10987.072757801618 -36493.995408205723 -28421.08538932028 64252.532755796368 11350.233020689875 -582.16711790328281 12078.750893487677 -1409.0909306782626 17854.840302055909 -28771.91279585283 -2796.4551114857836 17245.226102971501 28225.389761352541 -15155.362409156978 17919.957972923203 -9986.3107661406975 -52772.763565891473 -62966.523735434319 47408.9594526242 -125192.29837449596 128984.94427083334 -55726.740926221391 50869.91072095788 -44506.75274909033 266405.77212611609 76109.173944342634 29636.796746434436
leaf_weight=3601077 221656 8351 1469 2005 751 247 124 2513 26468 4627 186398 1362 910 4207 3608 184 86 3179 2854 129 236 78 93 27 142 46 146 56 292 483
leaf_count=3601077 221656 8351 1469 2005 751 247 124 2513 26468 4627 186398 1362 910 4207 3608 184 86 3179 2854 129 236 78 93 27 142 46 146 56 292 483
internal_value=0 -24.4543 -776.324 -9617.53 -17937.6 -624.998 10218.6 7790.99 -753.186 -543.131 -1213.67 2403.57 -1542.03 7852.24 11374.5 21552.8 5000.12 7137.92 -992.087 14828.2 -1044.07 -32110.2 -72325.4 -2966.42 -19160.4 -44397.5 43197.8 83800.8 32617.2 12427
internal_weight=0 3.85215e+06 251071 4225 2756 246846 2884 2760 243962 235611 191935 43676 187308 16926 12719 4898 7821 7395 4216 3737 26750 426 179 247 220 282 1161 240 921 629
internal_count=4073804 3852148 251071 4225 2756 246846 2884 2760 243962 235611 191935 43676 187308 16926 12719 4898 7821 7395 4216 3737 26750 426 179 247 220 282 1161 240 921 629
is_linear=0
shrinkage=0.1


Tree=1170
num_leaves=31
num_cat=0
split_feature=1 1 0 6 1 1 7 4 4 0 6 0 3 3 4 6 6 6 4 0 4 6 6 6 0 1 6 1 6 6
split_gain=4.56607e+12 7.96946e+13 1.04614e+14 9.04616e+13 7.72191e+13 7.69702e+13 1.00444e+14 1.39485e+14 1.82437e+14 1.10191e+14 1.25128e+14 9.3264e+13 8.44177e+13 9.43685e+13 1.04229e+14 1.34563e+14 1.50346e+14 8.94902e+13 7.78592e+13 9.67209e+13 2.22221e+14 1.41782e+14 2.00684e+14 9.89714e+13 8.99663e+13 1.5027e+14 1.44771e+14 8.92442e+13 8.62088e+13 8.98886e+13
threshold=82.860505900000007 82.918694400000007 54.980317700000008 50.995000000000012 65.64204770000002 82.911604200000014 6.0000000000000009 23.500000000000004 18.500000000000004 55.055052800000006 60.005000000000003 54.988402950000008 7.5000000000000009 4.5000000000000009 5.5000000000000009 98.020000000000024 134.05000000000004 110.01500000000001 4.5000000000000009 54.988402950000008 7.5000000000000009 94.02500000000002 101.02000000000002 77.010000000000005 55.055052800000006 82.886781200000016 72.50500000000001 82.886781200000016 120.05000000000001 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 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 18 9 8 -8 10 -7 -12 13 14 17 -16 -17 -13 27 20 21 -20 -23 -22 -21 26 -26 -4 -27 -30
right_child=1 -3 5 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 15 16 -18 -19 19 24 23 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=12.89995617669711 1518.2496135626648 -122.80450192839074 -46677.969260146376 -11698.601330521018 -3567.0757394077577 1370.634402351041 35786.492297926496 11719.833138623026 136210.142714377 -19636.557454895199 213338.35635811943 30951.239571353261 91533.539650410356 -4885.015566912517 30432.524889890938 299026.2756633255 77751.457344285111 -124402.10384615386 11259.738284810117 81.848517348503478 37600.105802015649 -68801.949001430461 135831.00770286279 104135.167800055 31488.843575721156 7540.1777637895402 266382.22121582035 -3250.4149625376508 180509.93336356027 32689.789516129033
leaf_weight=3110892 15681 807154 613 7732 61441 3832 997 2169 221 1356 28 753 198 733 149 53 73 39 4729 36100 1159 426 54 277 65 14550 44 2075 56 155
leaf_count=3110892 15681 807154 613 7732 61441 3832 997 2169 221 1356 28 753 198 733 149 53 73 39 4729 36100 1159 426 54 277 65 14550 44 2075 56 155
internal_value=0 198.602 2949.17 -2846.53 -56.4362 4862.95 12721.1 26927 54007.9 6051.4 11997.6 32097.6 29557.7 22740.3 41718.2 94758.9 170827 23301.3 3481.51 4257.64 15605.2 6003.56 -45780.7 50434.5 2778.25 9324.32 126308 -13154.1 8460.47 71921.7
internal_weight=0 901471 94317 23413 3.17233e+06 70904 10601 3387 1218 7214 5858 2026 1998 1800 1067 275 126 792 60303 57615 6645 5209 480 1436 50970 14870 109 2688 14761 211
internal_count=4073804 901471 94317 23413 3172333 70904 10601 3387 1218 7214 5858 2026 1998 1800 1067 275 126 792 60303 57615 6645 5209 480 1436 50970 14870 109 2688 14761 211
is_linear=0
shrinkage=0.1


Tree=1171
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 1 7 6 1 0 0 7 0 0 0 1 2 0 5 0 4 4 4 0 2 1 1 0 4
split_gain=4.59526e+12 2.75459e+13 6.13036e+13 1.54046e+14 3.29436e+14 3.27827e+14 3.84202e+14 3.18651e+14 2.09701e+14 1.45533e+14 1.13892e+14 1.11125e+14 1.52904e+14 1.09685e+14 1.05324e+14 5.02194e+14 1.03594e+14 1.07458e+14 1.02231e+14 9.61649e+13 8.77789e+13 8.71177e+13 3.01495e+14 8.56057e+13 1.63762e+14 3.11936e+14 4.04864e+14 2.41912e+14 3.75994e+14 2.10986e+14
threshold=10.500000000000002 37.957884500000006 37.843405600000004 55.768246800000007 55.743464250000009 55.783232450000007 37.858952300000006 6.0000000000000009 72.50500000000001 37.924401400000008 56.006509350000009 55.81943720000001 6.0000000000000009 56.041614100000011 55.988910100000005 56.006509350000009 37.897576350000001 75.000000000000014 50.596941950000009 2.5000000000000004 55.812023600000011 21.500000000000004 24.500000000000004 24.500000000000004 55.649510000000014 75.000000000000014 37.873748150000004 37.924401400000008 55.554045200000012 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 18 -5 7 10 -6 11 -7 -8 -13 19 20 -16 17 -10 -4 -12 -9 -11 -23 24 27 -26 -27 28 -20 -28
right_child=1 -3 3 5 8 6 9 14 16 21 13 12 -14 -15 15 -17 -18 -19 23 -21 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=82.187318798001513 61.55653929123153 -504.9707481145669 149075.23230229595 -59012.828394630727 25463.182941823172 -20433.882173320635 -58318.01175610465 49559.893537452313 -75048.328742439524 12862.550483984443 15500.371155072258 -5159.9801484964055 -38583.626502353894 -107724.91470036584 256760.47241071431 38064.444875720794 -25514.484947819496 116442.13045557507 9430.9990697162502 86996.301995605463 -37178.618858736481 -47121.813975665063 30241.25726568235 -2054.8526649275645 -2867.822250365482 51431.051305610898 -22561.908781663831 67500.168606770836 -53859.604676012386 19775.186731901063
leaf_weight=2547999 598933 872386 49 1021 1856 1201 649 1138 31 3328 1148 4671 1936 63 140 420 67 536 2281 225 130 1154 894 12470 7325 3541 1574 375 1595 4668
leaf_count=2547999 598933 872386 49 1021 1856 1201 649 1138 31 3328 1148 4671 1936 63 140 420 67 536 2281 225 130 1154 894 12470 7325 3541 1574 375 1595 4668
internal_value=0 -137.248 353.703 3565.1 7318.1 -3968.25 -681.089 24533.1 42424.4 -9593.48 2290.8 -18832.5 -14953.9 21296.6 56619 92738.5 92077.3 105973 4737.82 27216.7 40667.1 2876.43 -13351 4528.76 8372.46 12737.2 24421.5 -9193.46 -16613.5 9099.35
internal_weight=0 1.5258e+06 653419 54486 36368 18118 17097 4465 2490 12632 2637 7256 6607 1436 1828 560 634 567 33878 1373 1268 5376 2048 33829 21359 17108 9783 4251 3876 6242
internal_count=4073804 1525805 653419 54486 36368 18118 17097 4465 2490 12632 2637 7256 6607 1436 1828 560 634 567 33878 1373 1268 5376 2048 33829 21359 17108 9783 4251 3876 6242
is_linear=0
shrinkage=0.1


Tree=1172
num_leaves=31
num_cat=0
split_feature=1 1 2 6 2 0 5 0 0 0 1 4 1 7 4 1 4 7 1 0 4 4 0 6 0 6 3 4 4 4
split_gain=4.88633e+12 1.66463e+14 1.41806e+14 7.24356e+13 7.28162e+13 4.56582e+13 4.47579e+13 4.0726e+13 3.90714e+13 1.23726e+14 7.2621e+13 6.76836e+13 6.46791e+13 5.5742e+13 5.5534e+13 5.30108e+13 1.31735e+14 1.26184e+14 8.87313e+13 1.27328e+14 1.33438e+14 1.55199e+14 1.11627e+14 1.03073e+14 1.08439e+14 1.01347e+14 9.68139e+13 6.747e+13 6.56616e+13 8.18008e+13
threshold=39.596303450000001 39.366401150000009 3191.5000000000005 95.045000000000016 1250.5000000000002 47.22829500000001 2.5000000000000004 55.520061350000013 44.046956350000009 44.249882500000005 39.079932600000006 11.500000000000002 39.178027400000005 6.0000000000000009 9.5000000000000018 39.231261550000006 17.500000000000004 6.0000000000000009 39.178027400000005 51.659529100000007 14.500000000000002 8.5000000000000018 51.567244500000008 86.920000000000016 51.707269950000004 142.05000000000004 14.500000000000002 8.5000000000000018 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 8 3 4 7 -4 -6 -3 12 10 11 13 -1 -10 -15 18 17 -17 -11 20 21 22 -20 -21 28 -22 27 -26 -25 -30
right_child=-2 2 5 -5 6 -7 -8 -9 9 15 -12 -13 -14 14 -16 16 -18 -19 19 23 25 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-51884.339587933049 91.701601730297583 -36715.755429536679 8145.2292857993707 -96685.145059742659 -18036.236626755413 -7325.9133767609273 -36845.85227602801 6212.7642210151098 -7099.6854841557542 -31.35678278913738 -37366.091861639063 -72435.145503880034 20082.84500971287 -5612.6953380237928 123154.5634018842 -11763.818710517407 -34565.417689246482 8917.1014363462182 -11495.457401895996 13772.470191720909 11807.1397732556 -33917.79222350286 33305.427527388085 119370.92421526228 76377.742708333346 -208318.46638299851 182866.88925781252 -64019.937137715802 -28166.290132649738 85086.654572368425
leaf_weight=135 2394825 259 3431 119 4814 4296 1716 1506 1818 1627994 1325 149 1666 66 68 6809 1465 5206 1616 5797 5198 1935 848 224 45 21 24 143 96 190
leaf_count=135 2394825 259 3431 119 4814 4296 1716 1506 1818 1627994 1325 149 1666 66 68 6809 1465 5206 1616 5797 5198 1935 848 224 45 21 24 143 96 190
internal_value=0 -130.799 -10237.2 -19219.4 -18108.1 -456.302 -22979.2 -86.6616 -32.6977 -48.6592 -19032.7 -7470.72 14688.3 -2511.86 59731.9 -9.42236 -6254.88 -2802.95 41.7832 7420.57 107.532 -12722.1 3923.03 18210.1 53840.1 10921.4 -6269.09 -30414.1 78826.6 47071.7
internal_weight=0 1.67898e+06 16141 8414 8295 7727 6530 1765 1.66284e+06 1.66104e+06 3426 2101 1801 1952 134 1.65761e+06 13480 12015 1.64413e+06 16137 9618 4399 2464 6519 722 5219 212 188 510 286
internal_count=4073804 1678979 16141 8414 8295 7727 6530 1765 1662838 1661037 3426 2101 1801 1952 134 1657611 13480 12015 1644131 16137 9618 4399 2464 6519 722 5219 212 188 510 286
is_linear=0
shrinkage=0.1


Tree=1173
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 5 0 0 7 4 5 4 1 0 5 1 3 1 1 0 4 4 1 4 2 0 0 1 1 4
split_gain=4.75559e+12 3.39038e+13 5.71354e+13 5.45306e+13 5.03534e+13 4.41968e+13 4.89748e+13 6.25428e+13 6.23223e+13 7.88252e+13 4.35818e+13 4.49186e+13 4.92048e+13 4.52045e+13 5.94158e+13 1.37798e+14 4.81644e+13 9.42615e+13 6.96604e+13 4.89391e+13 3.99338e+13 5.26789e+13 4.43423e+13 5.61733e+13 4.545e+13 3.86603e+13 7.35377e+13 2.6392e+14 1.25791e+14 1.6151e+14
threshold=68.00500000000001 71.030000000000015 37.873748150000004 2343.5000000000005 37.843405600000004 2.5000000000000004 55.922096200000006 55.759969450000007 6.0000000000000009 16.500000000000004 2.5000000000000004 19.500000000000004 82.92647190000001 45.177967300000006 1.5000000000000002 38.97264950000001 13.500000000000002 82.92647190000001 82.941727000000014 57.174562350000009 8.5000000000000018 7.5000000000000009 82.948524700000021 16.500000000000004 2828.5000000000005 59.963561900000009 59.950512650000007 30.277905650000005 30.242318500000007 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 -4 25 6 7 -6 -8 -10 11 13 -13 14 15 -5 19 -18 -19 -15 21 -12 23 -22 -25 26 -2 28 -28 -30
right_child=1 -3 3 10 5 -7 8 -9 9 -11 20 12 -14 16 -16 -17 17 18 -20 -21 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=51.376182135377 1553.8681332383812 38.351223574270605 -12102.489547464558 233345.50850183825 58344.987751314933 -3770.9896832217996 41155.35752175071 -23517.786192766023 335220.44812500005 86354.829642857148 -1356.3979624486603 -12640.738661873054 16826.769520944519 9732.609502403202 -5391.9696112510355 12025.217105420821 13457.469914320531 -138738.30357142858 -24032.172061931182 -8513.5755862919668 -12686.60822506373 52103.389731471427 1850.3423142895472 -27731.979850537187 4911.2359168146786 -7981.093992987514 -4000.5120453381151 -18515.880337488514 56377.518543732469 250561.34990131581
leaf_weight=3322544 26158 649723 6704 34 228 319 88 158 20 35 12882 4082 658 11710 7721 163 947 56 970 1681 13964 187 4068 487 3435 4208 61 340 78 95
leaf_count=3322544 26158 649723 6704 34 228 319 88 158 20 35 12882 4082 658 11710 7721 163 947 56 970 1681 13964 187 4068 487 3435 4208 61 340 78 95
internal_value=0 -227.218 -1926.56 -3527.97 1587.25 25627.8 43356 24836.4 93346.2 176851 -2616.19 323.181 -8550.1 2129.7 -4008.28 50222.6 5292.97 -9293.63 -30292.9 7442.13 -4967.99 -591.46 -7573.29 -9716.6 857.884 928.345 2330.82 37737.5 119473 163010
internal_weight=0 751260 101537 69749 31788 848 529 386 143 55 63045 28022 4740 23282 7918 197 15364 1973 1026 13391 35023 13069 21954 17886 3922 30940 26732 574 234 173
internal_count=4073804 751260 101537 69749 31788 848 529 386 143 55 63045 28022 4740 23282 7918 197 15364 1973 1026 13391 35023 13069 21954 17886 3922 30940 26732 574 234 173
is_linear=0
shrinkage=0.1


Tree=1174
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 1 1 0 0 1 4 0 0 0 1 1 4 1 6 5 4 1 1 6 5 6 6 6
split_gain=4.40331e+12 2.51121e+13 1.41299e+14 8.27699e+13 6.23675e+13 8.17318e+13 5.76447e+13 1.22861e+14 2.50741e+14 1.09491e+14 1.31502e+14 1.88407e+14 1.25616e+14 1.04484e+14 9.20936e+13 1.68904e+14 1.34485e+14 3.49004e+14 2.41872e+14 1.26049e+14 7.56696e+13 1.06591e+14 7.16418e+13 9.53085e+13 6.66379e+13 6.18024e+13 8.22162e+13 9.70224e+13 7.33982e+13 6.16951e+13
threshold=45.082176650000008 46.323575350000006 20.500000000000004 38.958307950000012 114.05000000000001 168.45000000000002 40.377616600000003 39.038055050000004 39.018051150000005 45.125532050000011 45.109778000000006 38.948208550000011 14.500000000000002 45.085557650000005 45.085557650000005 45.125532050000011 39.652459050000012 39.625203600000013 3.5000000000000004 39.135518400000002 93.050000000000011 3.5000000000000004 8.5000000000000018 38.948208550000011 44.064675150000006 39.305000000000007 2.5000000000000004 74.015000000000015 73.00500000000001 71.030000000000015
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 6 -4 -5 -6 7 8 9 10 20 12 -12 -10 -9 -16 17 19 -19 29 21 25 -22 -24 -8 -2 27 -27 -28 -17
right_child=1 -3 3 4 5 -7 24 14 13 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=283.41942152899037 5628.9866654530888 9.6948610070360175 73287.114959309896 11177.363159678695 172641.53861177887 -53750.16413043478 -16164.190846047291 16414.167544990003 -28517.80764950085 -6954.1846233278529 38575.879426346954 -5163.8246379951452 -28099.167079391722 -9761.3717275356812 -10240.523570414836 26319.83471924976 -3328.9737496188991 -3058.9766076290248 229156.15125558036 -3351.1571402145437 -50560.763456411216 73378.298378226056 215328.9874609375 -7508.4988754144233 4735.2037142491681 -3298.7357280877463 29245.360537901703 -43259.460938440512 -687.83349817672172 73696.591404566279
leaf_weight=483161 14805 3476901 240 4018 52 23 5650 5810 4048 19417 2906 2347 313 11152 6127 851 2279 66 140 1236 567 201 20 476 2090 24552 1459 623 1868 406
leaf_count=483161 14805 3476901 240 4018 52 23 5650 5810 4048 19417 2906 2347 313 11152 6127 851 2279 66 140 1236 567 201 20 476 2090 24552 1459 623 1868 406
internal_value=0 -38.1372 -1500.28 16210.6 12863.9 103215 -2201.7 -1568.37 -3121.36 -578.669 1890.43 16382.9 32092.7 -14756.5 6213 875.868 14558.1 29661.7 154757 19324.9 80.628 724.673 -26279.8 1476.88 -10520.8 387.467 -2335.17 -4287.63 12438.9 41622.1
internal_weight=0 3.59064e+06 113742 4333 4093 75 109409 101669 84754 69554 50137 5566 3219 15200 16915 11105 4978 2699 206 2493 44571 43508 1063 496 7740 43307 28502 25175 3327 1257
internal_count=4073804 3590643 113742 4333 4093 75 109409 101669 84754 69554 50137 5566 3219 15200 16915 11105 4978 2699 206 2493 44571 43508 1063 496 7740 43307 28502 25175 3327 1257
is_linear=0
shrinkage=0.1


Tree=1175
num_leaves=31
num_cat=0
split_feature=4 1 6 4 1 1 1 6 1 1 0 7 0 0 1 1 0 2 0 4 1 1 1 1 6 0 1 0 5 0
split_gain=4.72571e+12 2.79132e+13 3.99723e+13 4.30117e+13 5.10525e+13 6.60811e+13 4.17605e+13 3.57285e+13 3.159e+13 5.53914e+13 8.31492e+13 5.2802e+13 4.36893e+13 7.42134e+13 5.64623e+13 8.0039e+13 5.94439e+13 9.23707e+13 5.29458e+13 5.06499e+13 4.08942e+13 1.06175e+14 7.49547e+13 1.37058e+14 8.92271e+13 1.95858e+14 1.62564e+14 1.21174e+14 7.85469e+13 6.27442e+13
threshold=3.5000000000000004 82.825258850000026 54.410000000000004 2.5000000000000004 82.956351500000011 83.050033500000012 83.025426800000005 54.710000000000008 60.307188350000011 61.381045500000006 57.113979900000011 6.0000000000000009 53.506098950000009 53.310923100000004 43.862029600000007 47.800771000000005 56.115175650000005 2970.5000000000005 55.214863500000007 2.5000000000000004 30.260128500000004 30.303340300000002 30.389265100000003 30.452677500000004 59.245000000000012 59.864072000000007 30.438492500000006 59.699368850000006 3.5000000000000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -7 12 10 11 -10 13 -1 18 16 17 19 -14 -16 -20 -22 29 24 -24 26 27 -26 -29 -23
right_child=-2 2 3 4 5 7 -8 -9 9 -11 -12 -13 14 -15 15 -17 -18 -19 20 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=1336.6736544085006 -26.717649250037425 76.235572023640827 -1677.6337101191334 -36114.631948429524 5389.807093022494 -52869.598936040857 67850.846106249999 -13592.332729188511 9800.54057938601 230.14208581624203 -28850.319554259106 38383.056892265486 -7115.5679310253008 14159.826875023733 -32923.081099345109 -1723.057450245931 -6289.6634607075348 -13449.101807026687 -8892.2546392154745 -85146.725305215048 43379.784141957542 -67293.544425522996 18096.267825940427 2382.1462687100088 -54560.810567434215 -39060.594377170135 381565.97187500005 176708.46809442693 -5048.651939655173 -10676.650407443942
leaf_weight=78125 3837650 21171 5393 909 745 257 125 2343 9228 14783 530 695 6841 4790 461 35275 4941 2077 3054 311 644 242 529 41348 38 90 24 132 29 1024
leaf_count=78125 3837650 21171 5393 909 745 257 125 2343 9228 14783 530 695 6841 4790 461 35275 4941 2077 3054 311 644 242 529 41348 38 90 24 132 29 1024
internal_value=0 434.178 -2365.62 -7655.88 -15018.4 -9492.09 14364.1 -17474.7 856.349 4169.72 9741.22 11802.4 391.749 2077.47 -1048.3 -3748.98 -12922.9 -24426.8 1105.69 -53961.4 2298.42 3073.39 2476.07 3195.49 43136.4 85456.6 135710 106059 143970 -21499.2
internal_weight=0 236154 30943 9772 4379 3470 870 2600 205211 25236 10453 9923 179975 82915 97060 43065 7790 2849 53995 772 47154 44100 43456 42190 842 313 223 199 161 1266
internal_count=4073804 236154 30943 9772 4379 3470 870 2600 205211 25236 10453 9923 179975 82915 97060 43065 7790 2849 53995 772 47154 44100 43456 42190 842 313 223 199 161 1266
is_linear=0
shrinkage=0.1


Tree=1176
num_leaves=31
num_cat=0
split_feature=6 7 6 4 6 4 4 2 4 1 2 0 5 0 0 0 4 0 6 6 4 0 3 3 3 1 0 0 1 1
split_gain=4.60484e+12 2.09925e+13 4.58514e+13 5.80934e+13 3.4099e+13 5.56183e+13 5.44843e+13 4.24983e+13 3.7397e+13 5.418e+13 5.27223e+13 2.91971e+13 2.89321e+13 3.81143e+13 4.77502e+13 4.70033e+13 6.69938e+13 9.32892e+13 6.52464e+13 3.72177e+13 4.01453e+13 3.79387e+13 3.68728e+13 3.6201e+13 3.08204e+13 2.8291e+13 2.78494e+13 9.05693e+13 9.47314e+13 1.02301e+14
threshold=88.825000000000003 6.0000000000000009 134.05000000000004 3.5000000000000004 142.05000000000004 7.5000000000000009 6.5000000000000009 1250.5000000000002 12.500000000000002 33.882313700000005 2851.5000000000005 55.876067900000002 5.5000000000000009 57.15297970000001 57.14107305000001 58.08467765000001 18.500000000000004 59.939085000000013 149.05000000000004 149.05000000000004 16.500000000000004 51.707269950000004 12.500000000000002 6.5000000000000009 19.500000000000004 82.956351500000011 59.905532300000012 59.939085000000013 30.370944000000005 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 11 -7 9 -9 -11 -5 13 14 19 -15 17 -17 -18 20 -6 24 -23 -14 -22 -10 -3 28 29 -28
right_child=1 2 3 4 12 7 -8 8 25 10 -12 -13 23 15 -16 16 18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=25.637192743854612 102.94730409832917 -3873.3158432526238 -40076.628395238418 94742.947890863186 -39597.465851989531 111044.49682291667 212105.01418269231 -137110.67102678571 20479.776958213126 140183.21650815217 -20703.969812148876 5007.2414122596156 -143614.24342672413 -113229.31204065395 151389.45826822918 174793.59915364583 1833.8017435213417 -23785.939696557973 -190418.56801915323 17067.764767331642 -158914.15964006697 111259.04640190973 10688.651709493002 4742.3381578947365 8646.3790760869579 133694.82838824729 -84266.506506696431 -3850.4285649779213 -33759.064133558823 39778.395487823953
leaf_weight=3849942 170184 43545 232 82 279 45 26 35 547 23 178 65 29 54 24 36 41 69 31 1668 21 45 192 38 23 23 70 4687 246 1324
leaf_count=3849942 170184 43545 232 82 279 45 26 35 547 23 178 65 29 54 24 36 41 69 31 1668 21 45 192 38 23 23 70 4687 246 1324
internal_value=0 -440.904 -2165.16 8414.5 11562.2 26976.2 78665.4 16468.2 11187.9 -22288 -2293.99 55063.9 5372.47 7122.19 11090.2 -31562 -6646.61 44298.5 -80941.5 9578.94 -12727 13952.1 29784.3 -59471.7 -71325.7 25048.1 -2972.56 3226.85 23453.2 33549.5
internal_weight=0 223862 53678 3806 3574 1024 173 851 806 236 201 147 2550 2483 2252 231 177 105 72 2228 560 281 237 67 44 570 49872 6327 1640 1394
internal_count=4073804 223862 53678 3806 3574 1024 173 851 806 236 201 147 2550 2483 2252 231 177 105 72 2228 560 281 237 67 44 570 49872 6327 1640 1394
is_linear=0
shrinkage=0.1


Tree=1177
num_leaves=31
num_cat=0
split_feature=1 1 7 1 4 4 4 0 0 6 0 1 6 5 6 4 5 3 1 0 6 4 3 4 0 1 1 4 0 1
split_gain=4.31278e+12 3.60634e+13 7.33597e+13 7.21158e+13 3.29074e+14 2.66949e+14 2.56943e+14 2.25413e+14 2.85755e+14 1.2624e+14 9.91448e+13 2.0606e+14 1.61732e+14 9.03242e+13 8.6254e+13 1.59024e+14 8.13642e+13 8.07628e+13 1.15049e+14 1.17804e+14 1.13176e+14 9.8134e+13 9.3807e+13 2.26366e+14 9.24208e+13 1.41681e+14 9.38665e+13 1.91123e+14 3.37772e+14 2.36654e+14
threshold=36.555998300000006 30.624707450000006 6.0000000000000009 30.452677500000004 5.5000000000000009 4.5000000000000009 9.5000000000000018 59.825842200000004 59.764576050000009 112.00500000000001 59.856552950000008 30.370944000000005 57.410000000000004 3.5000000000000004 103.03500000000001 12.500000000000002 2.5000000000000004 1.5000000000000002 30.370944000000005 59.950512650000007 56.205000000000005 11.500000000000002 2.5000000000000004 11.500000000000002 59.939085000000013 30.084656550000002 30.315889700000003 19.500000000000004 59.882709350000006 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 -7 -8 11 -4 -13 17 15 -15 -10 18 19 -12 -20 -22 23 -19 25 -24 -27 28 -28 -30
right_child=-2 -3 3 4 6 7 9 -9 16 -11 13 12 -14 14 -16 -17 -18 22 20 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=1225.1194241885294 36.933697938975783 -2481.5958568377532 -2826.7541167511949 18929.177859654676 -66044.019425445455 -65959.231924715903 -7782.8911420386576 -100521.72222842263 266625.93081896554 221773.39791666667 -29268.334464723321 -9954.7991840913382 -51950.297040440077 122120.12931631369 878.62664903324082 20666.931425732593 467311.77500000002 -29396.808773809633 22492.575031754033 21677.153890610396 193861.96316666668 61851.540297462663 -108275.23068317759 1331.3764299950135 -1415.5252075597314 708.38417726493833 65532.98154856146 -2706.3126172091779 53268.003825545115 4858.8840715140996
leaf_weight=231161 3608805 64475 38618 213 791 22 13159 21 58 24 744 2223 1561 211 777 577 31 3609 775 1164 75 226 110 7141 63009 18996 1398 5969 1190 6671
leaf_count=231161 3608805 64475 38618 213 791 22 13159 21 58 24 744 2223 1561 211 777 577 31 3609 775 1164 75 226 110 7141 63009 18996 1398 5969 1190 6671
internal_value=0 -286.638 66.6986 -1514.41 -8304.53 88176.3 -10686.5 199916 256756 -7364.98 -887.316 -5008.9 -27279.1 664.18 24520.7 47832.7 336528 328.058 16557.1 1811.62 42704.3 94744.5 -119.959 -8984.72 859.014 5033.2 5397.39 11246.6 20241.7 12187.1
internal_weight=0 464999 400524 169363 14319 345 13974 132 111 13183 155044 42402 3784 112642 1565 788 89 111077 2984 1908 1076 301 108093 10750 97343 34334 34224 15228 9259 7861
internal_count=4073804 464999 400524 169363 14319 345 13974 132 111 13183 155044 42402 3784 112642 1565 788 89 111077 2984 1908 1076 301 108093 10750 97343 34334 34224 15228 9259 7861
is_linear=0
shrinkage=0.1


Tree=1178
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 1 1 0 1 6 0 3 1 4 4 4 1 7 0 3 1 1 6 6 0 3 6 3 0 0
split_gain=4.43351e+12 3.95918e+13 4.24339e+13 4.07853e+13 6.2205e+13 4.85512e+13 3.83978e+13 1.04426e+14 6.1022e+13 4.97344e+13 4.38782e+13 4.29547e+13 3.80024e+13 1.36856e+14 1.68678e+14 7.80093e+13 2.65597e+14 3.83293e+14 2.11595e+14 1.44354e+14 1.24004e+14 1.08733e+14 1.07779e+14 7.71116e+13 7.44555e+13 6.66789e+13 5.74808e+13 5.71241e+13 7.91015e+13 5.59096e+13
threshold=60.002985000000002 22.500000000000004 21.500000000000004 60.01610465000001 60.028671700000011 30.410676000000006 30.452677500000004 60.01610465000001 30.370944000000005 83.820000000000007 60.034792100000011 5.5000000000000009 30.242318500000007 23.500000000000004 24.500000000000004 24.500000000000004 30.315889700000003 6.0000000000000009 60.028671700000011 8.5000000000000018 30.260128500000004 30.260128500000004 73.995000000000019 59.505000000000003 60.034792100000011 2.5000000000000004 64.405000000000015 19.500000000000004 60.028671700000011 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -8 -11 13 -9 -15 16 17 20 19 -19 -14 25 23 -21 -23 -17 -25 -18 -29 -16
right_child=1 6 3 4 5 -7 10 12 -10 11 -12 -13 15 14 29 21 27 18 -20 22 -22 24 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-20.979616051440523 -92.900528401152485 15491.854935041658 27029.661262585651 -81767.658835727358 -31928.799503950642 8870.348964240753 -16957.510954606838 32615.120783994902 87707.588867084647 -38645.189355468749 14192.257173273731 109640.74891369048 -20249.831266405963 -25237.149833421194 -49464.071724958609 28015.058547460343 -14756.145550257628 41739.617321639154 27114.718622020268 123202.81446828284 58759.89333085937 32529.085759532343 204406.47836699616 -86880.215879498108 3844.2773873801766 -19682.50791917654 98388.553682215075 80513.056349313993 -6304.1100996388686 13250.962400919176
leaf_weight=3915450 123373 865 187 158 704 498 1724 908 178 24 613 105 967 3028 151 327 2031 265 625 393 250 967 148 33 14087 2826 34 162 298 2425
leaf_count=3915450 123373 865 187 158 704 498 1724 908 178 24 613 105 967 3028 151 327 2031 265 625 393 250 967 148 33 14087 2826 34 162 298 2425
internal_value=0 518.741 -299.284 -16758.4 -22779.2 -15025.3 3575.14 4504.17 33786 24130 -8786.86 82052.7 3357.36 -3399.73 -9235.11 5236.75 16031.5 37666.7 71533.2 103333 -4019.4 2150.17 130179 106298 5686.86 -14735.8 7136.77 -7549.27 24270.6 9574.73
internal_weight=0 158354 124920 1547 1360 1202 33434 31097 1172 994 2337 129 29925 6512 5604 23413 5206 2715 1498 873 1217 18207 608 460 15054 3153 67 2491 460 2576
internal_count=4073804 158354 124920 1547 1360 1202 33434 31097 1172 994 2337 129 29925 6512 5604 23413 5206 2715 1498 873 1217 18207 608 460 15054 3153 67 2491 460 2576
is_linear=0
shrinkage=0.1


Tree=1179
num_leaves=31
num_cat=0
split_feature=1 1 0 6 4 6 5 7 4 6 6 3 0 0 4 0 4 4 6 6 5 6 4 6 4 0 4 3 3 0
split_gain=4.95732e+12 7.13403e+13 9.46571e+13 8.91069e+13 5.86215e+13 1.13663e+14 1.23523e+14 6.26836e+13 1.08375e+14 1.34379e+14 1.29915e+14 1.12964e+14 7.97543e+13 7.64867e+13 7.29243e+13 7.08027e+13 6.18097e+13 6.09798e+13 4.58308e+13 4.39498e+13 7.642e+13 1.01795e+14 8.90672e+13 9.427e+13 1.11636e+14 6.67172e+13 6.44798e+13 4.97651e+13 4.20633e+13 6.94866e+13
threshold=30.389265100000003 30.370944000000005 59.764576050000009 93.050000000000011 4.5000000000000009 88.00500000000001 4.5000000000000009 6.0000000000000009 8.5000000000000018 84.810000000000016 99.050000000000011 5.5000000000000009 60.028671700000011 59.825842200000004 23.500000000000004 59.933037250000005 7.5000000000000009 17.500000000000004 168.45000000000002 67.91500000000002 2.5000000000000004 112.00500000000001 9.5000000000000018 86.920000000000016 6.5000000000000009 59.933037250000005 17.500000000000004 4.5000000000000009 4.5000000000000009 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 10 12 11 -9 14 17 -10 -11 -13 -6 19 -15 21 22 23 24 -21 27 28 -26 -22 -30
right_child=-2 2 4 -5 7 6 -8 8 9 15 -12 16 -14 18 -16 -17 -18 -19 -20 20 26 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-20.31124043979203 30.420408849932961 13405.637721877525 -13645.896817844598 111565.58931308961 -54380.621818864689 -201687.38117418793 58544.934375000004 -172198.82744574654 408.62794858263237 -150515.2424214489 55299.904260023592 64708.343984375002 -156972.14001736112 -4506.7040309507702 -43525.865480844601 -27186.598042168673 -147153.83779761905 -10287.991732620167 -148975.21209077383 -8563.6716502063682 11431.232916426732 213402.91358901514 1744.5435794574526 -99410.819514973962 205683.41491477273 237713.85013860889 56598.937344292543 13748.352321428574 -39435.723938723648 34626.957612967788
leaf_weight=272076 3785897 725 258 106 502 76 24 135 2203 106 53 40 36 7997 456 83 21 836 21 53 658 33 343 24 22 62 180 35 581 162
leaf_count=272076 3785897 725 258 106 502 76 24 135 2203 106 53 40 36 7997 456 83 21 836 21 53 658 33 343 24 22 62 180 35 581 162
internal_value=0 -400.02 -6925.8 25926.6 -8745.82 -48725.7 -139232 -7768.31 -20308.8 -14843.9 -83605.8 -121167 -9127.49 -4354.51 -7125.83 -96355 -8227.82 -26831 -1397.72 -1092.39 11589.6 42911.6 32473.3 86248.7 112155 165920 257.414 87828.6 -6981.33 -23287.5
internal_weight=0 287907 15831 831 15000 358 100 14642 3133 2884 249 196 2695 11509 2659 189 61 1338 10171 10150 2153 572 539 196 172 119 1581 57 1401 743
internal_count=4073804 287907 15831 831 15000 358 100 14642 3133 2884 249 196 2695 11509 2659 189 61 1338 10171 10150 2153 572 539 196 172 119 1581 57 1401 743
is_linear=0
shrinkage=0.1


Tree=1180
num_leaves=31
num_cat=0
split_feature=4 6 5 3 1 2 4 0 7 0 0 3 1 6 4 7 0 0 4 6 1 1 0 6 3 1 1 6 4 6
split_gain=4.40611e+12 2.76621e+13 6.06325e+13 9.6039e+13 1.06563e+14 6.01364e+13 1.85925e+14 1.58114e+14 9.56407e+13 9.94036e+13 1.25223e+14 1.46794e+14 7.04951e+13 8.41362e+13 6.39039e+13 5.51406e+13 1.06829e+14 1.71394e+14 1.64525e+14 2.07998e+14 1.90106e+14 3.00279e+14 3.50405e+14 2.42337e+14 1.08948e+14 1.03715e+14 1.5545e+14 1.73694e+14 1.57598e+14 1.43526e+14
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 9.5000000000000018 65.593879100000024 75.000000000000014 24.500000000000004 55.649510000000014 6.0000000000000009 55.812023600000011 55.667390500000003 15.500000000000002 37.702956500000006 79.710000000000022 25.500000000000004 6.0000000000000009 57.125462300000009 57.15297970000001 22.500000000000004 87.395000000000024 65.559704250000024 65.574968200000015 57.14107305000001 91.02500000000002 14.500000000000002 30.438492500000006 30.389265100000003 96.050000000000011 12.500000000000002 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 -3 6 7 -5 9 10 -8 -12 -9 -14 -10 16 -4 18 20 -20 -18 22 -22 -23 -21 26 -19 28 -28 -29
right_child=1 2 15 5 -6 -7 8 12 14 -11 11 -13 13 -15 -16 -17 17 25 19 24 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=80.478098238651555 60.08455104741796 -6339.7811146687764 -285.05978452110026 -34384.033641636932 -27390.621410955817 -976.35335597851849 -57143.691833333338 72224.360767570368 -119333.5996875 4291.5934995993584 -471464.19710937497 -123973.41111391129 62764.324998316275 -120615.40021306819 25665.183403510553 -2302.8493272229875 7460.72891750289 6253.464273691553 341268.56230996625 137347.90166625977 -52736.888232421879 131148.91055094401 339508.6001384494 -44455.450943822259 -59908.69300595238 -5457.417533538297 -44344.788352924312 -178340.99548611112 84107.221412045968 10424.317219034832
leaf_weight=2547999 1262436 21537 109679 214 2707 19878 75 756 35 78 20 31 58 44 231 88054 1225 10406 37 84 32 144 79 173 42 6440 109 45 772 384
leaf_count=2547999 1262436 21537 109679 214 2707 19878 75 756 35 78 20 31 58 44 231 88054 1225 10406 37 84 32 144 79 173 42 6440 109 45 772 384
internal_value=0 -134.393 -1066.61 -4379.58 -8690.24 499.404 19523.5 42515.6 -32918.1 -84428.9 -139351 -260244 61695.7 -16340.7 6586.4 -371.705 939.855 7666.64 36958 132810 27506.1 84879.1 226429 35314.4 71595.7 4736.87 10340.4 42805.2 68214.7 -9376.24
internal_weight=0 1.5258e+06 263369 45664 24244 21420 1542 1072 470 204 126 51 858 102 266 217705 129651 19972 1816 163 1653 428 111 317 126 18156 11716 1310 881 429
internal_count=4073804 1525805 263369 45664 24244 21420 1542 1072 470 204 126 51 858 102 266 217705 129651 19972 1816 163 1653 428 111 317 126 18156 11716 1310 881 429
is_linear=0
shrinkage=0.1


Tree=1181
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 6 4 6 4 3 3 3 0 0 6 4 5 5 6 4 0 0 2 0 1 0 1 3 0 1
split_gain=4.35558e+12 2.45605e+13 5.39215e+13 4.14141e+13 5.83183e+13 4.5552e+13 4.51127e+13 1.00011e+14 4.05729e+13 3.75811e+13 7.39586e+13 5.97666e+13 4.22979e+13 3.26279e+13 3.96148e+13 6.06806e+13 3.84631e+13 3.08752e+13 3.02351e+13 4.3282e+13 1.15181e+14 1.06668e+14 8.27131e+13 6.51621e+13 5.05322e+13 4.38444e+13 4.17189e+13 4.19602e+13 4.00145e+13 5.22673e+13
threshold=112.00500000000001 38.109452700000006 38.948208550000011 120.05000000000001 45.029425500000009 138.05000000000004 22.500000000000004 118.04500000000002 19.500000000000004 15.500000000000002 12.500000000000002 8.5000000000000018 45.059854000000009 45.040161900000008 156.15000000000003 17.500000000000004 2.5000000000000004 3.5000000000000004 114.05000000000001 12.500000000000002 55.055052800000006 55.071632200000003 8767.0000000000018 55.080855950000007 82.93515810000001 55.017684700000011 60.605526900000008 13.500000000000002 55.812023600000011 60.571186450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -6 10 11 -3 -13 14 15 -7 -15 -18 19 21 24 -4 26 -23 -21 -26 28 -28 -22 -30
right_child=1 2 18 4 5 13 7 -9 -10 -11 -12 12 -14 16 -16 -17 17 -19 -20 20 22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=13.519292486269928 2427.949705930926 5960.7624207984745 21068.282727259764 -109055.21143139369 -62285.681486417147 198435.17281250001 -66154.02845052084 203891.8502685547 4147.6536757172134 -140838.60984374999 182551.45788690477 -170171.14765625002 -12159.978497314454 59222.034819965978 -47247.336872746397 -12512.955187500002 -71478.803584988331 -9046.1361462602472 -662.54190489440475 -59569.766526649677 158365.35661168981 -149735.00182926829 209632.63185813211 -20658.608053563705 -45778.287018355586 49764.074798177084 -53613.66198749395 52791.254371995194 -30662.603541711258 99804.478740418635
leaf_weight=4005334 17609 381 993 87 373 30 24 32 122 20 21 36 32 62 26 25 107 305 46103 643 27 41 22 849 103 90 129 52 73 53
leaf_count=4005334 17609 381 993 87 373 30 24 32 122 20 21 36 32 62 26 25 107 305 46103 643 27 41 22 849 103 90 129 52 73 53
internal_value=0 -790.847 -1905.25 -19506 -30376.5 -23857.4 3130.81 88157.9 -45912.2 -6586.57 -873.722 -9452.63 -95813 -4186.91 54466.7 102550 -14210 -25260.4 -1302.91 -10903.8 -25815.2 -1464.41 21820.3 -26604.8 -46100.2 -1224.85 9449.45 -23044.3 47889.8 24216.4
internal_weight=0 68470 50861 1683 1137 1050 546 56 495 490 470 449 68 555 81 55 474 412 49178 3075 1192 1883 356 890 836 193 334 181 153 126
internal_count=4073804 68470 50861 1683 1137 1050 546 56 495 490 470 449 68 555 81 55 474 412 49178 3075 1192 1883 356 890 836 193 334 181 153 126
is_linear=0
shrinkage=0.1


Tree=1182
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 4 6 5 0 4 7 4 6 3 0 6 0 5 0 4 3 0 6 0 3 3 6 6 6 5
split_gain=4.45954e+12 5.79362e+13 7.67352e+13 7.21059e+13 5.69346e+13 4.98962e+13 8.56888e+13 9.99251e+13 5.12316e+13 7.26448e+13 5.9103e+13 2.18496e+14 9.78285e+13 6.4119e+13 7.66034e+13 6.33545e+13 7.1613e+13 1.45621e+14 1.0956e+14 8.00489e+13 7.89285e+13 1.43911e+14 7.55793e+13 1.25399e+14 7.55784e+13 6.66107e+13 6.55278e+13 6.42848e+13 6.42429e+13 5.24035e+13
threshold=30.389265100000003 30.370944000000005 59.764576050000009 93.050000000000011 33.305000000000007 4.5000000000000009 88.00500000000001 4.5000000000000009 59.848366150000011 8.5000000000000018 6.0000000000000009 15.500000000000002 99.050000000000011 5.5000000000000009 59.963561900000009 65.410000000000011 59.963561900000009 3.5000000000000004 60.002985000000002 13.500000000000002 1.5000000000000002 59.939085000000013 79.710000000000022 59.91832440000001 1.5000000000000002 4.5000000000000009 70.50500000000001 104.01000000000001 112.00500000000001 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 -3 -4 6 -6 -8 9 -7 15 12 13 -12 -15 -10 17 20 24 -20 -17 28 23 -19 -18 -24 -23 -26 29 -22
right_child=-2 2 4 -5 5 8 7 -9 10 -11 11 -13 -14 14 -16 16 18 22 19 -21 21 26 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-37.222424579770291 28.852700607815127 12055.682343985723 12669.295517479282 100356.35377741401 -14811.838474058495 -83664.482361557908 -181578.87408575762 52479.839127604166 -6924.6612051686607 -16409.694325048942 -115973.97972599912 163.87391831602596 24690.989740255609 11083.03239446272 -109155.54407971316 -45215.167456054689 84275.721718750006 -53857.08369750977 -9100.5051208726418 73780.265643310544 -25243.153627232143 6742.5325334821437 -8495.1336973608995 245052.11589062499 -42397.927745275134 -108276.80862831858 175627.58407592773 -204228.86652644232 155468.95589488637 45489.166847981112
leaf_weight=272076 3785897 725 1235 106 234 170 76 24 6000 2906 312 1515 92 114 99 80 45 32 265 208 133 28 164 25 439 113 128 26 44 493
leaf_count=272076 3785897 725 1235 106 234 170 76 24 6000 2906 312 1515 92 114 99 80 45 32 265 208 133 28 164 25 439 113 128 26 44 493
internal_value=0 -379.405 -6260.25 23319.1 -7898.94 -9744.33 -47923.5 -125405 -8794.9 -20126.6 -5428.75 -20265.9 -70429.9 -87098.7 -44802.5 -1581.88 12838.6 28819.2 -7320.01 27346 49626.2 58811.8 -27621.6 77243.4 -39471 -49200.3 145315 -51446.5 38670.8 30461.4
internal_weight=0 287907 15831 831 15000 13765 334 100 13431 3076 10355 2132 617 525 213 8223 2223 1240 983 473 906 826 334 57 510 277 156 465 670 626
internal_count=4073804 287907 15831 831 15000 13765 334 100 13431 3076 10355 2132 617 525 213 8223 2223 1240 983 473 906 826 334 57 510 277 156 465 670 626
is_linear=0
shrinkage=0.1


Tree=1183
num_leaves=31
num_cat=0
split_feature=3 1 1 6 6 6 3 3 0 1 2 0 1 1 3 1 3 0 3 0 0 0 1 4 1 1 1 3 0 3
split_gain=4.2763e+12 2.87596e+13 6.00282e+13 7.37924e+13 5.56657e+13 5.21625e+13 4.91687e+13 4.61838e+13 6.3013e+13 4.0094e+13 3.40546e+13 4.62214e+13 3.17132e+13 4.16632e+13 4.53262e+13 3.97504e+13 4.12732e+13 3.95168e+13 6.57906e+13 9.75188e+13 3.80302e+13 1.01104e+14 7.39715e+13 7.23962e+13 6.54808e+13 9.72373e+13 4.96949e+13 4.91419e+13 4.65747e+13 4.04582e+13
threshold=18.500000000000004 82.92647190000001 82.941727000000014 130.05000000000004 156.15000000000003 116.05000000000001 20.500000000000004 24.500000000000004 55.034466500000008 82.93515810000001 75.000000000000014 55.910578700000009 37.343102500000008 37.374856000000008 24.500000000000004 37.318079750000003 21.500000000000004 55.858844800000007 22.500000000000004 55.60524465000001 55.775215600000003 55.801384500000005 37.46219940000001 20.500000000000004 37.503969450000007 37.488790500000007 37.586700500000006 20.500000000000004 55.79439725000001 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 10 3 5 -4 7 -7 -3 9 -9 11 12 15 14 17 -2 -17 18 -14 -20 -15 22 -22 -24 25 -25 27 -26 29 -29
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12 -13 13 20 -16 16 -18 -19 19 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=17.64681779209101 -8106.6785632557048 17612.983475640256 232.16899854544755 -62169.359627525257 136742.07287760417 205473.42177419356 9998.8812500000004 230894.32500000001 30256.886255437679 54140.098288690475 -1986.4192051068419 -75594.13826197575 -24876.104992748878 -1042.6692948148823 -100804.39516601563 20348.907724335877 78772.169088886585 -54573.135164120329 -43092.754285037881 184315.45866477274 185192.54960937501 3347.2997836084573 -157564.09484375 19712.182713688057 26026.498535464314 -145702.35125000001 -15427.409659685407 109635.00420803494 180619.41143310547 43140.796633777391
leaf_weight=3956431 367 1407 6982 99 30 31 22 33 110 21 84443 76 167 13472 72 607 151 152 33 44 32 7924 20 169 317 45 112 144 40 251
leaf_count=3956431 367 1407 6982 99 30 31 22 33 110 21 84443 76 167 13472 72 607 151 152 33 44 32 7924 20 169 317 45 112 144 40 251
internal_value=0 -594.842 4925.51 21648.9 816.21 26758.5 124333 23466.7 73687.3 162157 -1038.7 2268.92 2514.27 1712.2 -27819.5 18907.8 31987.3 -14549.5 10383.2 86854.8 2325.75 7337.83 35321 30953.1 34450.7 -15071.2 46716.5 55972 77794.4 67381.7
internal_weight=0 117373 8735 1723 7012 1624 53 1571 164 54 108638 24195 24119 22994 468 1125 758 396 244 77 22526 9054 1130 1098 1078 214 864 752 435 395
internal_count=4073804 117373 8735 1723 7012 1624 53 1571 164 54 108638 24195 24119 22994 468 1125 758 396 244 77 22526 9054 1130 1098 1078 214 864 752 435 395
is_linear=0
shrinkage=0.1


Tree=1184
num_leaves=31
num_cat=0
split_feature=2 0 1 4 1 1 4 3 3 0 5 6 5 1 4 0 6 6 7 0 6 4 0 4 4 0 1 1 7 1
split_gain=4.43499e+12 2.39925e+13 5.64311e+13 8.0045e+13 7.44277e+13 7.02162e+13 6.93768e+13 3.06038e+13 4.42602e+13 3.21416e+13 2.2518e+13 3.76213e+13 1.53847e+14 4.42696e+13 2.77685e+13 2.41233e+13 2.18071e+13 5.29389e+13 7.20989e+13 8.0701e+13 5.01895e+13 4.88846e+13 4.82359e+13 8.66668e+13 1.16812e+14 1.74738e+14 4.33112e+14 2.3984e+14 4.96337e+14 2.16933e+14
threshold=36.000000000000007 55.462387050000011 37.401708450000008 5.5000000000000009 37.374856000000008 37.331232350000008 15.500000000000002 2.5000000000000004 11.500000000000002 55.348830750000012 5.5000000000000009 168.45000000000002 3.5000000000000004 37.46219940000001 8.5000000000000018 55.768246800000007 36.905000000000008 34.905000000000008 6.0000000000000009 55.728148450000006 34.310000000000009 3.5000000000000004 55.633951400000008 16.500000000000004 15.500000000000002 55.568628050000008 37.488790500000007 37.475446350000006 6.0000000000000009 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -6 -5 9 -9 11 16 13 -13 -15 -16 17 18 21 20 -20 -3 23 24 -18 26 -26 -27 -29 -30
right_child=-2 10 -4 4 6 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 22 -19 19 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-5698.2658974796614 28.907282841506088 -49200.120270844374 -56365.903587622546 87007.68035777699 286727.6973828125 -91432.375272817459 65047.912695312501 -96780.545836654972 87010.800648759061 1304.1269294084823 62526.091228070181 -97662.831770833349 -233913.70923828124 146765.461640625 -36646.837880608975 92480.381895380444 1796.1981268859465 6279.2134119204629 1977.0517574538553 -17965.152068076219 -28457.01100764396 3612.6020817477665 -1517.7503251714234 -2598.3733880012396 82456.758000492671 -11878.84748549958 -11887.09084571556 -10741.836240403336 128446.84929544808 44244.164507437272
leaf_weight=395 3783399 177 255 44 20 126 48 49 41 105 57 30 35 20 39 23 27973 16247 6518 4255 591 17878 180200 26991 1114 3226 864 1631 438 1015
leaf_count=395 3783399 177 255 44 20 126 48 49 41 105 57 30 35 20 39 23 27973 16247 6518 4255 591 17878 180200 26991 1114 3226 864 1631 438 1015
internal_value=0 -376.604 -15232.9 -2565.19 37939.2 -26432.4 130248 11675.6 -5322.41 -29904.6 -320.994 -333.378 -50909.8 6278.99 44306.5 11255.2 -307.662 1697.6 -832.649 -7072.63 -553.055 3094.86 -683.804 1692.04 4885.63 15312.8 41246.9 7183.27 27123.1 69626.7
internal_weight=0 290405 1083 828 307 521 68 239 195 154 289322 289265 147 112 82 62 289118 45666 29419 11364 7109 18055 243452 63252 36261 8288 1978 6310 3084 1453
internal_count=4073804 290405 1083 828 307 521 68 239 195 154 289322 289265 147 112 82 62 289118 45666 29419 11364 7109 18055 243452 63252 36261 8288 1978 6310 3084 1453
is_linear=0
shrinkage=0.1


Tree=1185
num_leaves=31
num_cat=0
split_feature=4 0 0 0 0 4 6 6 5 0 6 0 7 1 1 7 6 4 7 3 6 6 1 6 1 6 4 3 3 6
split_gain=4.94954e+12 1.95773e+13 7.25403e+13 7.36904e+13 6.86845e+13 9.52902e+13 6.74294e+13 7.11184e+13 5.9662e+13 5.75698e+13 5.64154e+13 5.25252e+13 4.33038e+13 4.16069e+13 4.02758e+13 3.81481e+13 3.6786e+13 3.48752e+13 5.65428e+13 3.59194e+13 3.44974e+13 4.22435e+13 3.23372e+13 3.22444e+13 3.17813e+13 3.50352e+13 2.99293e+13 4.4365e+13 2.72375e+13 2.63005e+13
threshold=25.500000000000004 59.91832440000001 59.898927250000007 59.864072000000007 59.838047850000002 28.500000000000004 69.605000000000004 35.995000000000012 1.5000000000000002 60.002985000000002 71.030000000000015 60.028671700000011 6.0000000000000009 30.315889700000003 30.226173900000003 6.0000000000000009 72.020000000000024 26.500000000000004 6.0000000000000009 1.5000000000000002 83.820000000000007 78.010000000000005 30.205407000000005 61.425000000000004 30.389265100000003 69.605000000000004 26.500000000000004 16.500000000000004 12.500000000000002 71.030000000000015
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 24 8 7 -4 14 10 13 15 -10 22 -6 -11 -17 19 23 -5 21 -12 -3 -19 25 -2 -14 -28 -22 -8
right_child=1 9 6 17 5 -7 29 -9 12 11 20 -13 26 -15 -16 16 -18 18 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-14.46185720213141 -24559.353171608665 -67256.527801983058 39705.74116665576 91244.256250000006 -31774.198146641109 -15974.330205407303 82904.86715711806 -4816.8271162938236 136268.98941532258 805.52838186553026 -72391.876637073859 -2195.9948943469103 -23964.354508023651 -29926.249506101922 53589.907653107046 30774.821530840476 116790.32538062407 -144121.68906726371 -4824.5712250500192 -22434.799742064883 37887.55817945076 -223281.29642857143 16121.86792750629 -2507.9043750000001 936.94973029666005 -158301.15461956523 209766.16507812502 16166.614520474141 -89645.97848115809 34462.322906637994
leaf_weight=4004864 132 52 537 29 81 267 180 1081 124 165 55 5312 37 765 174 124 83 82 82 669 33 28 441 20 57984 23 20 29 34 297
leaf_count=4004864 132 52 537 29 81 267 180 1081 124 165 55 5312 37 765 174 124 83 82 82 669 33 28 441 20 57984 23 20 29 34 297
internal_value=0 840.118 1410.76 769.491 1199.33 31640.2 19700.8 9959.82 58980.1 -4136.33 -22238.8 347.9 98451.6 -15326.8 26474.3 36673.6 65264.1 -27921.3 -66650.8 -17711.7 -80207.4 -123294 7327.39 -116354 816.067 -44404.9 43924.1 95186.8 -26831 52742.5
internal_weight=0 68940 61848 59753 58871 732 2095 1618 465 7092 1408 5684 210 1258 255 372 207 882 184 698 150 83 493 102 58139 155 86 49 67 477
internal_count=4073804 68940 61848 59753 58871 732 2095 1618 465 7092 1408 5684 210 1258 255 372 207 882 184 698 150 83 493 102 58139 155 86 49 67 477
is_linear=0
shrinkage=0.1


Tree=1186
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 6 0 0 6 4 1 1 0 0 6 1 1 0 1 6 1 6 4 0 0 4 1 7 4 0
split_gain=4.00913e+12 1.69702e+13 3.14487e+13 2.36092e+13 2.23478e+13 3.1008e+13 1.94925e+13 4.10815e+13 3.40813e+13 6.55655e+13 8.06947e+13 5.40076e+13 4.79751e+13 6.04249e+13 4.33296e+13 3.9297e+13 3.63712e+13 3.52054e+13 3.4111e+13 3.5616e+13 3.14903e+13 3.05785e+13 3.0016e+13 6.74008e+13 7.00139e+13 1.6152e+14 9.08237e+13 6.82278e+13 5.59766e+13 5.57673e+13
threshold=25.500000000000004 43.550475500000012 45.001720900000002 47.139841100000005 104.01000000000001 93.050000000000011 55.649510000000014 55.660117850000006 87.395000000000024 32.500000000000007 37.729575300000008 37.488790500000007 55.60524465000001 55.568628050000008 86.030000000000015 37.543519500000009 37.46219940000001 55.034466500000008 37.534144550000008 69.605000000000004 37.740454950000007 114.05000000000001 32.500000000000007 55.667390500000003 55.721784200000009 29.500000000000004 37.46219940000001 6.0000000000000009 26.500000000000004 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 20 9 10 11 16 13 15 -13 21 -5 -17 19 -11 -8 -10 23 -9 25 26 -25 -28 -29 -26
right_child=1 2 3 6 -6 -7 7 22 12 18 -12 14 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-13.015666096483997 55782.67446986607 -46467.400489137886 25704.863346665516 4079.6080486918604 -124548.58900669643 88528.793281250008 -45397.217206101195 -75410.911343355794 -30732.762840690739 -58735.28405380949 -3215.9402491329965 -29933.859671012087 102435.61503728695 -105515.02730978263 -153385.41897898709 7199.0300366920055 128960.36966667176 40897.122440449988 21365.045208814441 51589.266352539067 91512.275563848598 53560.19109375 -2161.7019410164721 16694.604600899835 -12189.108154406849 3637.4108704306232 17220.988871830345 170992.12963301811 81699.409170611645 3202.6441920586331
leaf_weight=4004864 56 114 379 86 28 20 21 109 309 109 11931 1449 55 46 29 964 32 457 1316 40 84 50 15495 350 2553 2180 117 95 269 30197
leaf_count=4004864 56 114 379 86 28 20 21 109 309 109 11931 1449 55 46 29 964 32 457 1316 40 84 50 15495 350 2553 2180 117 95 269 30197
internal_value=0 756.107 711.372 815.113 -43296.7 -26318.7 677.086 1644.04 -2272.54 -3864.48 -6040.82 -27158.4 10415.6 7643.89 -32356.1 10568.2 37945.6 18036.5 16230.6 -29118 64130.4 -18992.8 1516.31 3105.12 3344.44 17937.2 55450.5 83651.2 105004 2002.79
internal_weight=0 68940 68884 68722 162 134 68343 51470 16873 14992 13527 1596 1881 1826 1478 1780 118 1421 1465 149 105 359 51365 35870 35761 3011 831 481 364 32750
internal_count=4073804 68940 68884 68722 162 134 68343 51470 16873 14992 13527 1596 1881 1826 1478 1780 118 1421 1465 149 105 359 51365 35870 35761 3011 831 481 364 32750
is_linear=0
shrinkage=0.1


Tree=1187
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 7 6 0 6 0 0 1 6 0 3 2 0 0 7 5 6 4 6 6 1 6 6 2 6 0
split_gain=4.05348e+12 1.05846e+13 2.65888e+13 1.57152e+13 1.13821e+13 1.50473e+13 1.05077e+13 1.74745e+13 1.65215e+13 2.46027e+13 1.89243e+13 1.35776e+13 1.47267e+13 1.28247e+13 1.24421e+13 1.20025e+13 1.17736e+13 1.13181e+13 1.7202e+13 1.73704e+13 1.2504e+13 1.10835e+13 9.65706e+12 1.25679e+13 9.42484e+12 3.17241e+13 9.00425e+12 1.34965e+13 2.71499e+13 2.20789e+13
threshold=27.500000000000004 55.696737300000009 55.702806750000008 56.02161850000001 55.685785750000008 6.0000000000000009 75.605000000000004 59.825842200000004 73.00500000000001 55.743464250000009 56.83050475000001 37.543519500000009 78.010000000000005 55.883833400000007 28.500000000000004 75.000000000000014 55.812023600000011 56.288960650000007 6.0000000000000009 2.5000000000000004 106.49500000000002 32.500000000000007 84.00500000000001 97.020000000000024 37.290808600000013 65.805000000000021 55.405000000000008 75.000000000000014 58.045000000000009 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 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 11 24 -10 21 12 -8 15 22 16 -14 -16 19 -19 -20 -11 -13 -24 25 -4 -26 28 29 -28
right_child=1 2 6 -5 5 -7 7 -9 9 10 -12 14 13 -15 17 -17 -18 18 20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-3.6899571096001527 5089.0509245953162 -95512.864224137942 3600.695636890553 91537.659139351221 110537.67938988096 21164.205467149077 -5005.0293998579546 -65036.062068965519 -128115.43489583333 56453.319635416672 -87144.826010894787 930.36304129464281 67953.540393518517 110570.27582859849 -13887.188519216956 100245.67017663043 -17088.986036347178 -20869.633035714287 17865.206860894101 86596.805737765331 -46225.293215013589 -20147.665546492033 110674.20839843751 9808.0542224702385 2756.4207324585441 135348.43352272728 -145485.11161684783 7162.3148054922094 -7128.2200254808959 -38457.65611490202
leaf_weight=4068237 1407 29 108 23 21 183 55 29 24 30 28 35 27 33 261 23 41 21 90 53 46 51 30 21 1781 22 23 358 595 119
leaf_count=4068237 1407 29 108 23 21 183 55 29 24 30 28 35 27 33 261 23 41 21 90 53 46 51 30 21 1781 22 23 358 595 119
internal_value=0 2696.54 -114.006 9461.45 8289.66 30364.4 594.643 11103.7 -1966.5 -36456.8 -16275.1 14103.8 38063.1 57165.9 6404.09 37799.4 16677.9 17.6589 17299.4 56099.6 -3812.46 8223.07 41380.9 69141.1 -440.477 25896.5 -1630.95 -8766.94 -16504.6 -55793.1
internal_weight=0 5567 3933 1634 1611 204 3904 765 3139 133 109 736 179 124 557 91 68 471 210 74 136 81 86 51 3006 130 2876 1095 737 142
internal_count=4073804 5567 3933 1634 1611 204 3904 765 3139 133 109 736 179 124 557 91 68 471 210 74 136 81 86 51 3006 130 2876 1095 737 142
is_linear=0
shrinkage=0.1


Tree=1188
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 3 3 5 1 1 0 7 1 0 4 6 1 4 4 4 4 4 4 3 1 1 1 0 4 6
split_gain=3.89208e+12 4.13558e+13 6.34491e+13 7.5718e+13 4.41796e+13 6.81721e+13 7.20217e+13 5.60828e+13 7.49664e+13 5.15487e+13 7.62702e+13 3.99669e+13 3.57614e+13 4.88676e+13 5.61229e+13 4.72909e+13 8.31589e+13 3.66643e+13 4.18652e+13 3.42745e+13 3.34536e+13 3.33628e+13 3.31453e+13 3.21235e+13 3.14951e+13 8.51181e+13 1.62229e+14 1.40026e+14 1.10995e+14 9.32834e+13
threshold=47.234875100000004 47.222459950000008 39.703507450000011 41.005000000000003 92.02500000000002 18.500000000000004 14.500000000000002 2.5000000000000004 39.723160900000003 39.735861600000007 47.22829500000001 6.0000000000000009 39.735861600000007 47.22829500000001 7.5000000000000009 68.515000000000015 39.749243900000003 16.500000000000004 9.5000000000000018 11.500000000000002 10.500000000000002 24.500000000000004 9.5000000000000018 13.500000000000002 39.712886600000012 39.843340650000009 39.803839700000005 43.6005307 20.500000000000004 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 24 11 -4 12 6 7 8 -6 10 -8 21 22 15 -15 -14 19 18 -18 -17 -13 -3 -5 -9 -1 26 27 -26 -29 -28
right_child=-2 2 3 4 5 -7 9 23 -10 -11 -12 20 13 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=478.19948857978443 -43.754412017813877 2551.1843652651651 -3004.5777216613569 8492.4968364439756 28780.275886824325 -93067.700699491281 274734.15715725807 24573.906904378597 252940.43165625 -2943.4360156250004 78594.891619318179 26252.348747495995 4358.7269183590697 -3369.1238844004401 38084.696630138591 21957.129815204331 -11740.794891826925 -18357.255473613051 106803.13747869318 -102230.84640395222 -17128.803224474254 -19884.286516125456 23554.888850402833 -72966.635390625001 2979.9008479932172 127.06976386875156 -32302.729431454849 -11177.976885661583 10809.171563911365 -125166.29983188292
leaf_weight=471063 3393752 11874 4324 3167 37 43 31 956 25 30 55 195 2076 595 724 26 65 556 55 153 2011 702 2712 35 16013 136670 343 22805 2553 158
leaf_count=471063 3393752 11874 4324 3167 37 43 31 956 25 30 55 195 2076 595 724 26 65 556 55 153 2011 702 2712 35 16013 136670 343 22805 2553 158
internal_value=0 218.353 3820.4 8254.88 12547.8 30591.1 35139.8 26901.4 119167 109924 149296 -878.962 10388.8 3400.32 19384.9 -3793.02 -23586 -7537.89 42591.8 -84192.4 -13294.1 1298.82 15440.8 21129 49.5252 -1081.48 -5026.2 -4341.22 -8964.35 -61589
internal_weight=0 680052 30447 15665 11341 1212 1169 1053 62 116 86 14782 10129 4250 1319 2931 855 676 120 179 2206 12576 5879 991 649605 178542 41872 41371 25358 501
internal_count=4073804 680052 30447 15665 11341 1212 1169 1053 62 116 86 14782 10129 4250 1319 2931 855 676 120 179 2206 12576 5879 991 649605 178542 41872 41371 25358 501
is_linear=0
shrinkage=0.1


Tree=1189
num_leaves=31
num_cat=0
split_feature=4 3 6 1 4 0 1 6 6 6 6 2 6 3 4 1 1 1 0 6 1 1 6 0 1 1 0 0 1 5
split_gain=4.12422e+12 2.72364e+13 3.17555e+13 4.08164e+13 9.66529e+13 1.0831e+14 8.29283e+13 7.00063e+13 4.60821e+13 6.41117e+13 6.56635e+13 4.01251e+13 2.9433e+13 3.82593e+13 5.17884e+13 5.97408e+13 8.63303e+13 8.44498e+13 7.08902e+13 5.06792e+13 5.86444e+13 5.71896e+13 4.61264e+13 4.26051e+13 4.17505e+13 3.52714e+13 3.9114e+13 3.38355e+13 3.35766e+13 3.3285e+13
threshold=3.5000000000000004 1.5000000000000002 90.045000000000016 36.865631950000008 2.5000000000000004 59.838047850000002 30.277905650000005 114.05000000000001 96.050000000000011 102.04000000000001 130.05000000000004 2200.0000000000005 138.05000000000004 2.5000000000000004 2.5000000000000004 43.997056950000008 50.298521650000005 49.030112300000006 56.685611200000004 247.90000000000001 30.157841000000001 48.411058050000008 149.05000000000004 45.036141150000006 45.71452080000001 39.873894000000007 56.006509350000009 55.161746650000005 30.472130500000002 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 11 8 -7 -8 -6 -10 -11 -4 -3 14 -14 18 17 -17 29 20 -15 -21 -20 -22 25 26 -25 -26 -28 -16
right_child=-2 12 3 -5 5 6 7 -9 9 10 -12 -13 13 19 15 16 -18 -19 22 21 23 -23 -24 24 27 -27 28 -29 -30 -31
leaf_value=1293.5625191908871 -24.959506424732353 -384.80478858699229 117072.10779389882 6930.2700173214689 63614.342991071433 165639.32676411292 -85271.030615234384 84696.131227463949 345633.13678977272 35649.767191116895 268387.51910511364 -29445.826785386031 -971.90922718394893 -161147.8739130435 -116830.51913322682 -28170.874526515152 -58637.791830755741 193299.43672960071 130691.36041100544 141541.40356353184 -76496.332547433034 -37265.266218171302 -36260.784725900427 63237.068752194522 14003.903293735168 129844.39091273717 37160.487500000003 -93878.117120626703 -135641.66341711956 -37832.745109160962
leaf_weight=99461 3837650 131700 21 3142 35 31 64 39 22 27 22 170 440 23 198 33 98 36 23 53 56 27 59 89 79 42 22 46 23 73
leaf_count=99461 3837650 131700 21 3142 35 31 64 39 22 27 22 170 440 23 198 33 98 36 23 53 56 27 59 89 79 42 22 46 23 73
internal_value=0 405.608 1626.31 10888.8 39746.7 81992.2 22243.4 -20914.5 157524 203817 140144 -13336.5 -539.205 -14859.2 -26221.6 -47586.7 1692.44 87378.9 -70900.1 8853.45 -6376.17 81194.2 10567.3 3595.12 18495.9 49882.6 24819.9 -25696.7 -51160.6 -95550.7
internal_weight=0 236154 103034 3573 431 240 134 103 106 71 49 191 133120 1420 960 520 167 69 353 460 380 80 82 357 301 176 134 125 45 271
internal_count=4073804 236154 103034 3573 431 240 134 103 106 71 49 191 133120 1420 960 520 167 69 353 460 380 80 82 357 301 176 134 125 45 271
is_linear=0
shrinkage=0.1


Tree=1190
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 1 0 1 6 1 7 4 0 4 6 5 3 0 6 1 4 0 1 6 3 6 1 0
split_gain=3.96826e+12 2.9872e+13 5.51522e+13 5.34208e+13 5.91136e+13 5.86455e+13 5.85225e+13 2.52798e+14 1.49124e+14 1.16248e+14 9.72516e+13 8.97739e+13 8.83491e+13 8.17754e+13 6.93437e+13 6.87754e+13 6.34007e+13 7.88848e+13 8.37023e+13 7.46416e+13 6.28437e+13 5.71493e+13 5.60505e+13 8.46996e+13 8.99715e+13 6.34292e+13 5.56358e+13 5.55082e+13 5.29006e+13 5.57194e+13
threshold=3338.0000000000005 4829.0000000000009 65.593879100000024 60.064438250000002 59.999510900000011 4244.5000000000009 59.764576050000009 30.410676000000006 57.892117950000006 30.277905650000005 59.245000000000012 30.084656550000002 6.0000000000000009 16.500000000000004 60.05226170000001 20.500000000000004 91.02500000000002 2.5000000000000004 8.5000000000000018 59.963561900000009 112.00500000000001 49.300375350000003 4.5000000000000009 57.100506200000005 65.559704250000024 60.910000000000004 21.500000000000004 53.005000000000003 30.452677500000004 59.864072000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 22 11 -8 -10 16 -14 28 -16 17 -9 19 -19 -18 27 23 -2 25 -25 -24 -7 -15 -30
right_child=1 -3 -4 4 -6 21 7 12 9 -11 -12 -13 13 14 15 -17 20 18 -20 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-82.160144734370107 -226.00257567477365 -72.240252433567406 -869.9698668560352 -473.75646661205474 -17142.968761812692 4865.4266142116821 27362.218895884442 6084.6391794185438 -17622.920750631631 -33726.458346071908 77008.848980238181 12816.616839285402 -20615.277861401359 30337.337773050051 -28673.911245618139 34344.401154891304 -55528.169806134261 -5110.0538584860005 64749.419733211216 38495.338365872703 63572.020522553066 -38461.876565603481 1585.2557745036747 17978.244575790435 -35584.039216405392 51187.300483613071 55049.029159154656 19965.478595076827 94518.705949401861 180.50964938260154
leaf_weight=2406287 2768 1385880 97215 28820 2297 5688 1465 13953 2180 1998 540 1744 2368 867 1060 207 270 803 459 768 53 236 105784 1563 227 910 195 4256 64 2879
leaf_count=2406287 2768 1385880 97215 28820 2297 5688 1465 13953 2180 1998 540 1744 2368 867 1060 207 270 803 459 768 53 236 105784 1563 227 910 195 4256 64 2879
internal_value=0 118.56 1057.45 2073.46 -1704.25 2840.24 2318.61 6635.21 1371.36 -14091.7 40733.4 -4094.24 3756.73 -5269.4 1888.18 -18378.1 7877.88 8764.31 27182.8 16206.9 -35985.4 10173.9 2193.03 12066.1 24667.7 30198.3 1683.63 11328.2 8627.65 2232.04
internal_weight=0 1.66752e+06 281637 184422 31117 153305 143125 25756 117369 5922 2005 3924 23751 7445 5077 1267 16306 15983 2030 1571 323 10180 111447 5468 2700 2473 105979 9944 3810 2943
internal_count=4073804 1667517 281637 184422 31117 153305 143125 25756 117369 5922 2005 3924 23751 7445 5077 1267 16306 15983 2030 1571 323 10180 111447 5468 2700 2473 105979 9944 3810 2943
is_linear=0
shrinkage=0.1


Tree=1191
num_leaves=31
num_cat=0
split_feature=1 6 6 7 2 3 0 0 4 4 3 1 0 5 1 0 6 2 0 6 6 0 6 4 6 3 4 6 6 3
split_gain=4.37606e+12 2.22278e+13 1.99541e+13 4.23411e+13 5.9293e+13 3.88683e+13 4.26819e+13 2.63878e+13 2.14966e+13 3.82059e+13 4.2651e+13 2.02949e+13 2.27923e+13 1.78869e+13 2.00367e+13 3.64047e+13 4.03758e+13 3.98088e+13 3.37263e+13 2.47326e+13 2.22241e+13 6.58106e+13 3.72882e+13 3.13279e+13 2.19445e+13 1.9864e+13 2.10328e+13 2.3995e+13 3.36493e+13 3.55569e+13
threshold=91.292296250000007 85.020000000000024 87.395000000000024 6.0000000000000009 9907.0000000000018 1.5000000000000002 56.105603650000006 52.07762420000001 21.500000000000004 19.500000000000004 15.500000000000002 92.791023150000015 56.006509350000009 2.5000000000000004 92.948588300000011 52.516286950000008 149.05000000000004 5325.0000000000009 53.379556850000007 101.02000000000002 128.05000000000004 61.78914120000001 125.02000000000002 1.5000000000000002 247.90000000000001 15.500000000000002 4.5000000000000009 138.05000000000004 142.05000000000004 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 3 4 5 -3 7 -7 9 13 -11 -5 -13 -4 18 17 20 -16 -15 -20 22 -22 23 -17 -19 26 -21 -28 29 -29
right_child=1 2 8 11 -6 6 -8 -9 -10 10 -12 12 -14 14 15 16 -18 24 19 25 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-19.720728636724225 237.67286182191003 -26294.58293897285 -16237.639093620206 33184.849420362902 -9094.8747686697952 131531.30487758093 -41746.798712940712 58014.593856042578 -17217.274175536713 24964.008466372285 194253.11356534093 29210.290196161684 -51190.453013762424 -87590.780790441189 82424.465483617081 104930.15610795455 -102649.16038472878 3195.2927336171069 22255.711716728511 -51223.812304687504 -52365.256890625002 191005.90296875002 -141917.46440217391 -16376.694327379613 105911.25476190477 -66383.341786858975 1318.9766800489958 36446.010844983553 16623.545019873905 190003.24493750001
leaf_weight=3931467 134234 61 395 62 263 56 39 381 459 46 22 46 151 34 67 22 53 2177 1407 62 25 20 23 659 21 39 1165 38 285 25
leaf_count=3931467 134234 61 395 62 263 56 39 381 459 46 22 46 151 34 67 22 53 2177 1407 62 25 20 23 659 21 39 1165 38 285 25
internal_value=0 544.703 5630.95 18429.3 29806.6 48858.9 58489.9 67435.5 3706.84 5165.33 79734 -16712.8 -32416.7 4387.26 5718.01 8.29121 -18300.9 6491.27 11450.2 12564.8 -12332.3 55799.7 -16687.3 -12457.8 4176.66 4116.8 5862.52 8201.82 31243.5 97381.4
internal_weight=0 142337 8103 1059 800 537 476 437 7044 6585 68 259 197 6517 6122 3067 802 2265 3055 3021 749 45 704 681 2198 1614 1575 1513 348 63
internal_count=4073804 142337 8103 1059 800 537 476 437 7044 6585 68 259 197 6517 6122 3067 802 2265 3055 3021 749 45 704 681 2198 1614 1575 1513 348 63
is_linear=0
shrinkage=0.1


Tree=1192
num_leaves=31
num_cat=0
split_feature=0 3 1 0 1 2 6 4 4 6 6 1 1 4 4 1 4 1 6 6 6 6 4 4 5 4 7 4 1 6
split_gain=4.2902e+12 1.8659e+13 1.85121e+13 1.76704e+13 6.80295e+13 1.16271e+14 7.13424e+13 4.87492e+13 5.88693e+13 1.00591e+14 8.08827e+13 5.72542e+13 5.67293e+13 6.38132e+13 5.42499e+13 6.67965e+13 4.53896e+13 4.20619e+13 5.13998e+13 3.45133e+13 4.31592e+13 3.61999e+13 3.62336e+13 7.06898e+13 1.47978e+14 5.70109e+13 1.32617e+14 9.33592e+13 3.32689e+13 3.28261e+13
threshold=60.753246850000004 1.5000000000000002 30.084656550000002 60.064438250000002 30.226173900000003 3338.0000000000005 93.050000000000011 26.500000000000004 4.5000000000000009 84.810000000000016 108.05000000000001 30.624707450000006 30.410676000000006 2.5000000000000004 8.5000000000000018 30.425503950000003 23.500000000000004 30.425503950000003 104.01000000000001 57.005000000000003 48.810000000000009 84.810000000000016 3.5000000000000004 6.5000000000000009 2.5000000000000004 13.500000000000002 6.0000000000000009 15.500000000000002 30.157841000000001 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=3 -2 -3 -1 5 6 19 8 10 14 11 12 -6 -14 -10 16 -16 -11 -19 20 -5 22 -21 24 -24 26 -25 -27 -8 -15
right_child=1 2 -4 4 7 -7 28 -9 9 17 -12 -13 13 29 15 -17 -18 18 -20 21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=1.0955342287929524 -3090.7424054028347 -27579.475890829399 1831.4325739672536 20765.797308053312 -3765.3735298379211 -6430.3709685786453 77817.313333333339 8208.6433613217141 -31298.740284574924 -98175.533571062188 196704.49126420455 -21689.808902959594 -45352.780380721837 35381.084533079891 -28062.030044360607 13886.953346583141 -6936.5804275453993 36895.636995967739 -114682.61140066966 -45490.245644769435 -20613.2028845473 -29300.212072753908 191110.77868600399 53950.492051432295 12215.029692865728 143294.21946180557 -100681.8413507635 -1146.2527297116399 224060.76666666666 92978.257894955052
leaf_weight=4001071 9856 215 46608 1057 583 3127 60 1599 1228 198 22 578 71 262 1455 1112 3379 62 35 41 331 72 94 150 91 90 88 89 21 159
leaf_count=4001071 9856 215 46608 1057 583 3127 60 1599 1228 198 22 578 71 262 1455 1112 3379 62 35 41 331 72 94 150 91 90 88 89 21 159
internal_value=0 863.944 1696.38 -12.1897 -3323.21 5935.1 23639.7 -7900.22 -10717.2 -14516.9 6226.22 3691.12 17337.8 42344.2 -12163.6 -8211.68 -13295.2 -71746.2 -17797.5 20092.6 10898 37941.7 45471.1 51666.1 103113 28841.8 -3224.49 71477.4 115732 57133.9
internal_weight=0 56679 46823 4.01712e+06 16054 5311 2184 10743 9144 7469 1675 1653 1075 492 7174 5946 4834 295 97 2103 1388 715 643 602 185 417 238 179 81 421
internal_count=4073804 56679 46823 4017125 16054 5311 2184 10743 9144 7469 1675 1653 1075 492 7174 5946 4834 295 97 2103 1388 715 643 602 185 417 238 179 81 421
is_linear=0
shrinkage=0.1


Tree=1193
num_leaves=31
num_cat=0
split_feature=6 3 4 1 1 0 6 4 4 0 1 1 3 0 5 1 1 0 6 4 0 0 3 0 6 0 0 4 4 1
split_gain=4.28294e+12 2.34996e+13 5.5552e+13 6.32328e+13 9.49381e+13 6.89255e+13 5.67777e+13 1.82056e+14 6.52334e+13 5.24658e+13 1.02213e+14 9.43223e+13 8.11356e+13 6.49455e+13 6.68074e+13 4.7589e+13 4.69653e+13 4.67718e+13 5.23144e+13 4.48726e+13 5.7002e+13 6.38953e+13 5.31934e+13 4.46202e+13 7.92377e+13 4.14844e+13 1.81346e+14 9.8354e+13 6.7049e+13 6.33618e+13
threshold=97.020000000000024 4.5000000000000009 8.5000000000000018 52.419561900000012 49.111590500000005 55.834019500000004 128.05000000000004 7.5000000000000009 6.5000000000000009 54.988402950000008 82.911604200000014 82.918694400000007 2.5000000000000004 55.02095400000001 5.5000000000000009 49.147669400000005 82.860505900000007 61.78914120000001 99.050000000000011 4.5000000000000009 55.676890650000011 55.783232450000007 2.5000000000000004 55.007293000000011 104.01000000000001 55.759969450000007 55.775215600000003 6.5000000000000009 19.500000000000004 52.419561900000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -6 10 12 -12 16 23 -15 -8 -5 25 -19 -17 22 -22 -21 -11 -25 -3 27 -27 29 -29
right_child=1 17 -4 9 5 -7 7 -9 -10 13 11 -13 -14 14 -16 19 -18 18 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=19.419143922756088 1847.8595749759479 2296.0776171819043 -5377.2213897494057 -15355.679246589298 31712.959041715159 -28357.718054909681 90918.753625561381 304966.21637931035 -47625.327749338459 18868.098261113999 190347.72193750003 -5038.9015459771181 -60560.558255532502 -3029.3333287814748 -155192.97898706896 67546.728351293117 137153.3238095238 201043.93890625003 31300.74707576539 157425.27548828127 -107386.21098565926 55406.549522569454 -7685.7232187500013 -4767.5257421875003 174904.43582175928 92310.080086805567 -1182.0271360601744 -94838.011796462175 -19126.946168722319 40127.986112253297
leaf_weight=3932741 22374 48421 27260 525 631 189 167 29 124 436 25 2110 723 5722 29 145 21 20 197 32 73 36 50 45 54 45 30877 411 254 38
leaf_count=3932741 22374 48421 27260 525 631 189 167 29 124 436 25 2110 723 5722 29 145 21 20 197 32 73 36 50 45 54 45 30877 411 254 38
internal_value=0 -541.393 -2024.35 700.727 3468.35 28032.7 36313.8 61335.5 18682.6 -6111.23 -16110.5 -2751 -38586.9 -696.413 -3796.63 47289.2 -9489.95 581.964 46945.3 25604.3 -6236.83 -53619.8 56747.8 32629.5 93235.4 456.276 -2360.64 -51013.2 -60187.5 -83415.5
internal_weight=0 141063 60800 33540 23850 1476 1287 532 755 9690 3404 2135 1269 6286 5751 503 546 80263 217 336 191 109 82 535 99 80046 31625 748 703 449
internal_count=4073804 141063 60800 33540 23850 1476 1287 532 755 9690 3404 2135 1269 6286 5751 503 546 80263 217 336 191 109 82 535 99 80046 31625 748 703 449
is_linear=0
shrinkage=0.1


Tree=1194
num_leaves=31
num_cat=0
split_feature=3 4 6 1 3 1 1 6 0 3 0 1 1 0 1 5 2 0 1 0 0 1 0 6 0 1 2 6 1 5
split_gain=4.27595e+12 2.60278e+13 3.96928e+13 6.96845e+13 6.27275e+13 6.07349e+13 6.89304e+13 5.85778e+13 4.95645e+13 4.87244e+13 5.38328e+13 5.40938e+13 5.20922e+13 4.70545e+13 4.6126e+13 4.91625e+13 7.21274e+13 8.47367e+13 5.16971e+13 4.75663e+13 3.9627e+13 4.07621e+13 3.79837e+13 3.71003e+13 4.04126e+13 3.96798e+13 3.48583e+13 1.11417e+14 1.53021e+14 3.45754e+13
threshold=4.5000000000000009 6.5000000000000009 142.05000000000004 36.049731800000011 5.5000000000000009 82.648284550000014 38.927872750000006 168.45000000000002 56.838524800000009 5.5000000000000009 44.685196900000008 39.105193450000009 20.507515800000004 43.687280500000007 49.147669400000005 3.5000000000000004 2970.5000000000005 45.177967300000006 37.804148700000006 55.043091000000011 54.86311005000001 82.918694400000007 56.228352100000002 149.05000000000004 45.053967500000006 82.906746050000024 9651.0000000000018 99.050000000000011 82.901648750000021 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 9 -4 7 6 -6 8 22 12 11 -11 -2 -13 15 18 -17 -18 -9 20 -16 -22 23 24 -5 -25 -12 -28 -29 -21
right_child=1 -3 3 4 5 -7 -8 14 -10 10 26 13 -14 -15 19 16 17 -19 -20 29 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=108.4890166524778 -36651.19047571483 18.334877313674429 30970.539881462639 106106.23006114131 103379.583203125 108219.40985243056 -50101.637086080853 -116843.25449218751 -143905.92307997882 -52035.931672577972 -6152.224178140199 -22619.786592921078 -572.31540988949973 28855.523367091591 17936.881100425238 -29476.45225837054 -49947.522167968753 -266423.7482007576 32656.80651561766 5146.3603114318848 -202165.16875000001 -30839.495407774393 29094.390193965519 -93890.007877172364 -38498.714056043391 3862.4302343750005 2389.5342012203996 292628.45227272733 16270.059306066178 93298.111432439648
leaf_weight=1920388 401 1940754 267 23 40 63 109 28 59 489 9922 857 198278 224 79 175 40 33 133 90 21 41 58 245 121 50 644 33 51 88
leaf_count=1920388 401 1940754 267 23 40 63 109 28 59 489 9922 857 198278 224 79 175 40 33 133 90 21 41 58 245 121 50 644 33 51 88
internal_value=0 -96.7491 -1147.01 -16089.5 -24488.5 25905.3 -8898.62 -32809 -57249.7 -1022.09 -7150.91 -24437.6 -645.135 -11953.3 -14142.8 -36372.9 -64307.5 -147807 6656.8 14359 -29027.5 -88869.2 -46962.5 -57011 -15402.1 -77321.8 -4602.53 16518.4 124839 48727
internal_weight=0 2.15342e+06 212662 1763 1496 212 149 1284 556 210899 12220 1570 198679 1081 728 409 248 73 161 319 141 62 497 439 144 295 10650 728 84 178
internal_count=4073804 2153416 212662 1763 1496 212 149 1284 556 210899 12220 1570 198679 1081 728 409 248 73 161 319 141 62 497 439 144 295 10650 728 84 178
is_linear=0
shrinkage=0.1


Tree=1195
num_leaves=31
num_cat=0
split_feature=1 5 6 6 0 3 6 6 4 4 4 4 6 4 6 6 6 0 4 6 3 4 4 6 4 4 6 0 4 4
split_gain=4.08597e+12 1.74651e+13 2.5528e+13 4.38517e+13 4.21354e+13 4.72594e+13 4.19799e+13 1.45207e+14 1.39577e+14 6.95979e+13 2.91698e+13 3.25043e+13 2.77599e+13 2.72253e+13 2.36594e+13 2.34552e+13 2.19408e+13 5.04819e+13 6.72715e+13 4.20125e+13 4.49291e+13 3.02415e+13 5.14058e+13 3.01382e+13 2.13919e+13 1.93524e+13 1.85317e+13 2.24449e+13 2.79103e+13 3.90248e+13
threshold=20.507515800000004 2.5000000000000004 88.825000000000003 90.045000000000016 54.724612400000005 6.5000000000000009 77.565000000000012 75.010000000000005 7.5000000000000009 5.5000000000000009 6.5000000000000009 8.5000000000000018 88.00500000000001 4.5000000000000009 116.05000000000001 62.995000000000012 80.030000000000015 54.724612400000005 5.5000000000000009 85.020000000000024 3.5000000000000004 4.5000000000000009 8.5000000000000018 83.820000000000007 7.5000000000000009 11.500000000000002 81.705000000000013 54.73499850000001 15.500000000000002 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 14 6 4 5 -4 7 13 9 -9 12 -12 -8 15 16 -3 -1 18 19 -18 -21 -19 -23 -24 -6 -15 -13 28 29 -28
right_child=-2 2 3 -5 24 -7 10 8 -10 -11 11 26 -14 25 -16 -17 17 21 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=2493.2904206656558 -7.0795703687262561 -32067.647855718085 -57718.243120659725 -655.12371989986968 200589.19263392859 104316.42520833334 -71754.964911716801 116903.8806547619 -59964.575159801141 368701.12961956527 60457.619025390632 -45550.901550999166 29978.965509230093 -24465.28312313907 -79150.667053571437 51269.429475911456 192870.76802325583 -83770.833520507818 16857.821025594076 142048.42995689655 -45107.04891304348 58075.719549418602 -5930.9995898437501 -145894.74437500001 76475.695002858236 22621.878621814321 -13705.155350958441 -57019.638663194448 -46854.606359981801 60640.935494252801
leaf_weight=15278 4053548 47 45 2392 21 30 199 21 22 23 50 242 31 572 35 120 43 48 192 29 23 86 40 25 41 103 194 90 103 111
leaf_count=15278 4053548 47 45 2392 21 30 199 21 22 23 50 242 31 572 35 120 43 48 192 29 23 86 40 25 41 103 194 90 103 111
internal_value=0 1416.73 -4111.7 2496.24 57518.6 7095.62 -12779.5 2860.08 145695 248525 -26701.7 -17577.1 -58043 -8336.03 2976.34 27815.3 3158.68 24076.1 50913.2 119741 59268.1 -14628.6 7350.35 -59763.2 118514 -17280.1 -22849.7 -11818.2 -1847.26 13351.9
internal_weight=0 20256 4457 2529 137 75 1928 908 66 44 1020 790 230 842 15799 167 15764 486 287 95 52 199 151 65 62 675 740 498 408 305
internal_count=4073804 20256 4457 2529 137 75 1928 908 66 44 1020 790 230 842 15799 167 15764 486 287 95 52 199 151 65 62 675 740 498 408 305
is_linear=0
shrinkage=0.1


Tree=1196
num_leaves=31
num_cat=0
split_feature=1 6 6 4 5 0 0 5 3 4 6 3 0 0 0 4 3 6 7 6 2 0 1 4 3 6 1 2 0 6
split_gain=4.21581e+12 2.81232e+13 1.03262e+14 6.5659e+13 5.84535e+13 5.03907e+13 5.00175e+13 1.08274e+14 4.90881e+13 4.18595e+13 5.55815e+13 3.81777e+13 3.9848e+13 4.18972e+13 3.7917e+13 3.46911e+13 8.96753e+13 4.42541e+13 3.72833e+13 3.53963e+13 1.06646e+14 3.29073e+13 4.6239e+13 4.59331e+13 4.51371e+13 3.52965e+13 3.27583e+13 3.49891e+13 3.17657e+13 3.96291e+13
threshold=30.303340300000002 71.715000000000018 73.00500000000001 9.5000000000000018 1.5000000000000002 60.042359000000012 60.064438250000002 2.5000000000000004 1.5000000000000002 15.500000000000002 88.825000000000003 6.5000000000000009 59.950512650000007 59.939085000000013 59.990753350000013 15.500000000000002 11.500000000000002 110.01500000000001 6.0000000000000009 108.05000000000001 3338.0000000000005 60.034792100000011 30.242318500000007 22.500000000000004 21.500000000000004 90.045000000000016 30.084656550000002 3338.0000000000005 60.05226170000001 80.030000000000015
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 11 -5 8 7 -7 9 -4 -11 12 13 -3 -14 16 19 18 -17 -8 -21 -10 24 -24 -23 -25 27 -16 -9 -30
right_child=-2 2 5 4 -6 6 15 28 21 10 -12 -13 14 -15 26 17 -18 -19 -20 20 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=179.89563927594884 20.803845790451646 -7953.6621500580895 -10896.07085851458 -169878.65294117649 -36752.25926923527 -119796.80358886719 -6856.9485703918835 -77284.923275862064 -83.540445446995392 -22515.144705229824 -150165.42082567402 -62597.012203836886 70931.856413517438 -119131.39574652778 127592.12565524195 16311.945110212055 164501.81026785716 -171385.73050426136 -70668.530452104053 207750.49158581148 -34405.891086647731 27041.018553196413 -61799.035843098958 -20745.601981707317 140770.25101351351 79707.215778688536 -44571.337663882907 1290.7554166666669 -53280.68549994575 1496.9327413743542
leaf_weight=129096 3910268 580 2247 34 1102 128 652 87 27069 103 51 107 129 36 31 112 35 22 88 31 44 614 120 82 37 61 87 75 180 496
leaf_count=129096 3910268 580 2247 34 1102 128 652 87 27069 103 51 107 129 36 31 112 35 22 88 31 44 614 120 82 37 61 87 75 180 496
internal_value=0 -497.436 -3036.37 -24095.3 -40736.7 -1612.59 -17522.6 -34686.7 -630.777 -14352.8 -64788.9 -6004.85 450.758 -14451.1 28958.6 -1980.83 8153.86 -36767.5 -21959.5 626.789 65685.4 546.598 19208.8 -16178.3 33504.9 22104.9 903.918 38227.9 -20408.7 -13088.8
internal_weight=0 163536 34440 2181 1136 32259 1875 891 30384 2401 154 1045 938 616 322 984 762 222 200 727 75 27983 914 263 651 143 193 106 763 676
internal_count=4073804 163536 34440 2181 1136 32259 1875 891 30384 2401 154 1045 938 616 322 984 762 222 200 727 75 27983 914 263 651 143 193 106 763 676
is_linear=0
shrinkage=0.1


Tree=1197
num_leaves=31
num_cat=0
split_feature=6 6 4 5 2 1 0 0 1 0 1 0 4 0 1 0 0 0 4 1 3 1 0 3 0 2 0 1 4 6
split_gain=3.95756e+12 2.50824e+13 5.55245e+13 4.04507e+13 3.34314e+13 3.90648e+13 6.95009e+13 1.08137e+14 7.10959e+13 6.50604e+13 5.36158e+13 4.26078e+13 3.3651e+13 3.2925e+13 6.04973e+13 3.05421e+13 4.26021e+13 6.26653e+13 6.14708e+13 5.48434e+13 5.70944e+13 5.04392e+13 4.39061e+13 4.45302e+13 4.45779e+13 4.01795e+13 4.43643e+13 3.87502e+13 6.4841e+13 5.16649e+13
threshold=34.010000000000012 36.005000000000003 16.500000000000004 2.5000000000000004 9651.0000000000018 37.957884500000006 55.759969450000007 55.753967500000009 37.618684050000006 55.649510000000014 37.897576350000001 55.554045200000012 23.500000000000004 55.667390500000003 37.924401400000008 56.020150250000007 55.737027400000009 55.071632200000003 9.5000000000000018 37.649344350000007 3.5000000000000004 37.543519500000009 55.79439725000001 11.500000000000002 55.775215600000003 9613.5000000000018 43.687280500000007 37.618684050000006 9.5000000000000018 34.905000000000008
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 15 4 5 6 7 9 -9 10 11 -4 -6 14 -11 16 17 18 -2 20 -18 -22 23 27 -25 26 -20 29 -29 -23
right_child=1 -3 3 -5 12 -7 -8 8 -10 13 -12 -13 -14 -15 -16 -17 19 -19 25 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=249.19518080615236 -2730.0593102655293 23.460977274073628 10710.476906639946 -64573.197694463321 15956.947304708898 -2303.8881284171762 311.01979757582558 215559.27921463817 55310.627443321086 45121.477282348227 92612.707970047006 -9771.5711549071075 -6013.7024319087395 13699.541191782308 -23676.475657705014 -4390.7957409112869 -3046.673075125269 -7180.9567248424246 29834.876622654039 388.68471950279013 11210.113802266622 232800.57451467804 23929.139614645315 -69455.95135556176 99200.341625000001 14583.997990879418 995.54139464463333 -34011.298430765091 93921.371487500001 88500.469995117193
leaf_weight=551093 37555 3339806 2011 92 2938 19785 18502 38 102 899 64 2052 914 2136 149 44234 1206 18734 556 12292 1332 33 582 42 25 3219 13130 58 125 100
leaf_count=551093 37555 3339806 2011 92 2938 19785 18502 38 102 899 64 2052 914 2136 149 44234 1206 18734 556 12292 1332 33 582 42 25 3219 13130 58 125 100
internal_value=0 -38.9841 -1179.22 1673.9 1796.8 1043.3 3594.99 11749.6 98806.7 10082.5 1796.64 366.11 10743.8 20822.4 35340.1 -2243.21 -1175.71 -2192.12 -475.979 3534.34 14572.4 23823 41232.7 67527 -6524.5 4531.53 2167.15 83227.8 53374.4 124304
internal_weight=0 3.52271e+06 182905 49682 49590 45738 25953 7451 140 7311 4127 4063 3852 3184 1048 133223 88989 73194 54460 15795 3503 2297 965 383 67 16905 13686 316 183 133
internal_count=4073804 3522711 182905 49682 49590 45738 25953 7451 140 7311 4127 4063 3852 3184 1048 133223 88989 73194 54460 15795 3503 2297 965 383 67 16905 13686 316 183 133
is_linear=0
shrinkage=0.1


Tree=1198
num_leaves=31
num_cat=0
split_feature=4 1 1 4 6 4 3 1 0 1 0 0 1 0 6 3 0 1 0 0 4 7 6 5 7 4 0 6 1 0
split_gain=4.19102e+12 2.53849e+13 4.66142e+14 1.24183e+14 1.25504e+14 6.8124e+13 9.24003e+13 8.00553e+13 1.16983e+14 1.1022e+14 8.79411e+13 1.92872e+14 1.98506e+14 1.45837e+14 1.57056e+14 1.37498e+14 2.41176e+14 2.99455e+14 2.29956e+14 2.0195e+14 1.87294e+14 1.7183e+14 1.23273e+14 1.1633e+14 1.12506e+14 1.36647e+14 1.98609e+14 1.14305e+14 1.09699e+14 1.39015e+14
threshold=10.500000000000002 37.978059650000013 37.924401400000008 7.5000000000000009 122.65000000000002 5.5000000000000009 11.500000000000002 37.649344350000007 55.93962770000001 37.682335600000009 59.864072000000007 59.905532300000012 30.410676000000006 59.898927250000007 41.365000000000002 6.5000000000000009 59.990753350000013 30.345769800000003 59.91832440000001 59.950512650000007 7.5000000000000009 6.0000000000000009 69.015000000000015 2.5000000000000004 6.0000000000000009 7.5000000000000009 60.034792100000011 57.005000000000003 30.315889700000003 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -7 12 13 -12 -15 22 17 18 21 28 -21 -17 24 -23 25 26 27 -13 -20 -30
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 11 15 -14 14 -16 16 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1218.2413583667724 -131.07192005071724 225.03366581775572 -17779.210522925587 -43507.806581281242 142997.17838010204 1002.3660682429183 -120489.13298076922 -3183.497211482696 -68124.478609757192 -14729.461484837368 -19710.882989934995 -18403.119790600071 5144.8887954933998 8882.9467874336951 -77205.618422670726 8743.6201529947921 -5914.5612657738247 -2640.4831929018555 15410.042386731016 -101853.05142525339 60647.811553454798 121544.08039905343 4157.9535105158338 286462.72187499999 -19680.777646641116 -531.26889738818454 27364.51250721651 -58730.885625230025 71900.369197871769 -108810.8228100586
leaf_weight=195971 1525805 2096156 5320 2443 49 140179 65 41949 420 4861 4468 2041 2611 271 972 120 7011 3125 1433 74 1708 241 11681 52 6433 16375 680 1072 58 160
leaf_count=195971 1525805 2096156 5320 2443 49 140179 65 41949 420 4861 4468 2041 2611 271 972 120 7011 3125 1433 74 1708 241 11681 52 6433 16375 680 1072 58 160
internal_value=0 78.4891 -601.349 -24816.7 -16311.9 -175.32 -1276.25 -1245.01 -4949.33 -18976 -373.565 -3557.08 -17696.6 -28139.5 -58436.5 -1305.64 7181.47 20352.7 39035.3 30554.2 53899.7 109534 -4405.45 150813 -8165.8 -4492.86 -21595.7 -32290.5 5356.2 -60731.7
internal_weight=0 2.548e+06 451843 7812 5369 444031 248060 247995 47230 5281 200765 60586 8322 5711 1243 52264 13982 6971 3846 3433 1782 413 38282 293 26601 20168 3793 3113 1651 218
internal_count=4073804 2547999 451843 7812 5369 444031 248060 247995 47230 5281 200765 60586 8322 5711 1243 52264 13982 6971 3846 3433 1782 413 38282 293 26601 20168 3793 3113 1651 218
is_linear=0
shrinkage=0.1


Tree=1199
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 0 1 1 4 0 2 0 4 1 4 1 6 0 0 2 6 1 0 6 6 6 4 6
split_gain=4.16574e+12 7.66669e+13 2.32306e+14 1.4171e+14 1.07739e+14 9.31193e+13 7.31282e+13 6.13464e+13 9.29846e+13 1.03306e+14 1.70284e+14 1.57261e+14 3.57707e+14 2.71857e+14 3.14255e+14 2.06199e+14 1.5e+14 1.33602e+14 1.28156e+14 1.22606e+14 1.1452e+14 1.89865e+14 2.06219e+14 1.83629e+14 1.5176e+14 1.00495e+14 1.35951e+14 1.65442e+14 1.11119e+14 9.87011e+13
threshold=56.115175650000005 56.020150250000007 92.865667950000017 9.5000000000000018 36.049731800000011 37.425454150000007 142.05000000000004 56.324067350000007 47.386825600000002 43.932356550000009 13.500000000000002 56.262014700000009 2970.5000000000005 56.148747500000006 9.5000000000000018 43.997056950000008 9.5000000000000018 47.256487700000001 120.05000000000001 56.309668500000008 56.262014700000009 2865.5000000000005 88.00500000000001 38.166910000000009 56.288960650000007 70.50500000000001 95.045000000000016 92.02500000000002 10.500000000000002 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 20 11 12 15 -14 17 -11 19 -15 25 -13 -2 23 24 -22 -23 -18 27 -27 -29 -16
right_child=7 2 -4 4 5 6 -8 -9 -10 10 -12 16 13 14 29 -17 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=11.93245733139609 4331.6221416159287 -3030.947837442211 5224.4459321955874 165445.88836410985 -63022.625639666701 -13960.723399438401 -178672.71973379632 -84.003822935633522 -4858.0068327345143 347.30261983970559 -2663.0996945480115 4572.5356001984246 6164.4182349436842 76935.338604365461 5245.001840919962 -44541.16351576001 27910.769775558219 -45807.013748972044 -58527.689103763201 23878.403446671862 -1778.1588395415097 781.77908784232841 -124972.94912280701 39254.722016146741 -25370.429556027939 72697.558051923843 9402.2160342337647 139882.06165226066 397526.22512019234 -100010.38865792411
leaf_weight=2928674 23658 24015 20045 33 401 16068 27 975160 15150 2021 14717 8395 15061 1333 245 2073 2604 95 142 5409 6799 3893 171 1299 5160 636 307 47 26 140
leaf_count=2928674 23658 24015 20045 33 401 16068 27 975160 15150 2021 14717 8395 15061 1333 245 2073 2604 95 142 5409 6799 3893 171 1299 5160 636 307 47 26 140
internal_value=0 -60.9098 -3581.87 -7935.72 -15061.9 -15423 -14237 167.882 2413.51 3582.59 6487.2 9981.91 4134.73 10568.3 47152.1 -22382 16961.5 68769.7 34662.7 12137.4 -191.767 -6369.71 -16179.4 4803.92 -14124.4 38318.2 64992.4 89063.2 231646 -33029.7
internal_weight=0 2.98926e+06 60589 40544 16529 16496 16095 1.08454e+06 109381 94231 53251 38534 20968 16874 1813 4094 17566 1428 3762 13804 40980 17322 9224 8098 9053 3620 1016 709 73 385
internal_count=4073804 2989263 60589 40544 16529 16496 16095 1084541 109381 94231 53251 38534 20968 16874 1813 4094 17566 1428 3762 13804 40980 17322 9224 8098 9053 3620 1016 709 73 385
is_linear=0
shrinkage=0.1


Tree=1200
num_leaves=31
num_cat=0
split_feature=6 4 1 6 4 0 5 1 0 4 0 1 1 4 1 7 1 0 4 0 5 4 0 3 4 1 5 1 0 5
split_gain=4.14721e+12 8.36031e+12 1.01553e+13 9.14576e+12 2.38971e+13 9.83801e+12 9.44503e+12 1.60313e+13 1.4158e+13 9.92104e+12 9.53669e+12 9.10075e+12 9.9078e+12 8.81033e+12 1.21078e+13 8.75487e+12 1.03991e+13 1.38301e+13 1.20171e+13 1.0059e+13 1.20058e+13 1.98115e+13 9.55834e+12 1.76541e+13 1.43597e+13 1.35284e+13 1.26799e+13 1.07088e+13 9.30911e+12 9.20179e+12
threshold=19.050000000000004 4.5000000000000009 30.303340300000002 15.450000000000001 2.5000000000000004 45.177967300000006 1.5000000000000002 40.377616600000003 43.687280500000007 3.5000000000000004 44.249882500000005 37.543519500000009 38.430814800000007 2.5000000000000004 38.247071200000008 6.0000000000000009 118.02765200000002 61.78914120000001 6.5000000000000009 57.14107305000001 1.5000000000000002 11.500000000000002 43.687280500000007 7.5000000000000009 11.500000000000002 39.749243900000003 3.5000000000000004 40.024897700000004 53.715816400000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 -6 -7 -13 -5 -15 16 22 -18 -19 20 -17 -22 23 24 26 -25 27 -3 -24 -29
right_child=-2 15 3 13 5 11 7 -9 9 -11 -12 12 -14 14 -16 19 17 18 -20 -21 21 -23 28 25 -26 -27 -28 29 -30 -31
leaf_value=72424.46979166723 7.1872476836881436 -28709.244888122397 -5049.4886403124037 7296.4702883750524 -10699.625472005209 -24360.228836158014 130532.85100806452 -2578.2324746621621 13211.729025607638 91076.086617838548 45966.134248408569 53094.861827373505 11642.115159717048 -52951.715899122813 -5572.6390752571988 15734.665286978177 -30199.270703125003 15273.706404622397 100212.28588709678 -12382.326995165815 22520.850698889306 -44520.39008841008 1533.9447149074404 -8992.1611796985981 -103934.76097656251 103218.93303571429 55000.816915760865 43615.214625186018 -4113.0837741030482 -17007.063554529992
leaf_weight=21 4053237 383 806 570 66 62 31 37 36 30 54 64 582 57 1004 789 27 36 31 241 83 94 3931 22 20 21 23 42 11342 62
leaf_count=21 4053237 383 806 570 66 62 31 37 36 30 54 64 582 57 1004 789 27 36 31 241 83 94 3931 22 20 21 23 42 11342 62
internal_value=0 -1416.43 3098.04 2669.73 7651.91 18293.6 35177.3 53425.6 74787.9 48604.6 14800 12236.5 15748.9 -2730.96 -8117.98 -2316.84 -2938.63 30224 54573.6 5894.63 10454.4 -13083 -3135.35 -15815.3 -20814.9 45808.6 -17555.3 -20982 -2659.64 7475.01
internal_weight=0 20567 3420 3399 1768 962 254 134 97 66 120 708 646 1631 1061 17147 15940 94 67 1207 966 177 15846 573 530 43 510 487 15273 104
internal_count=4073804 20567 3420 3399 1768 962 254 134 97 66 120 708 646 1631 1061 17147 15940 94 67 1207 966 177 15846 573 530 43 510 487 15273 104
is_linear=0
shrinkage=0.1


Tree=1201
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 4 0 4 0 0 0 4 1 4 6 1 6 1 5 6 6 4 6 0 4 6 3 4 6
split_gain=4.07738e+12 2.80487e+13 1.02693e+14 7.51584e+13 1.10538e+14 1.11461e+14 2.07416e+14 9.49871e+13 9.34453e+13 8.56307e+13 7.49691e+13 1.72579e+14 1.07523e+14 2.67988e+14 1.09675e+14 1.04093e+14 8.97146e+13 8.70779e+13 7.59033e+13 7.45409e+13 1.74127e+14 9.3864e+13 6.87353e+13 6.47293e+13 6.00928e+13 5.37229e+13 4.997e+13 8.10236e+13 8.84625e+13 7.80805e+13
threshold=451.00000000000006 56.041614100000011 56.148747500000006 38.166910000000009 4.5000000000000009 81.705000000000013 13.500000000000002 56.309668500000008 13.500000000000002 56.288960650000007 56.228352100000002 56.288960650000007 7.5000000000000009 37.517483500000004 6.5000000000000009 61.425000000000004 37.331232350000008 70.00500000000001 36.049731800000011 2.5000000000000004 59.245000000000012 66.990000000000023 4.5000000000000009 56.505000000000003 56.324067350000007 7.5000000000000009 30.705000000000002 8.5000000000000018 9.5000000000000018 56.010000000000012
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 -3 10 -5 7 -7 9 24 -6 12 17 14 -14 16 -15 22 -12 25 21 23 26 -4 -21 -9 -13 -11 -28 -29 -30
right_child=-2 2 3 4 5 6 -8 8 -10 19 11 18 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=377.24509212650787 -44.675650221540963 -15420.677941687432 -30325.839351533152 -18877.762923653878 -54838.376816641568 279216.73916440218 -49331.605729166673 -108165.91736918605 -126850.94027777779 -27642.368617788467 -24609.046282949414 19144.502539062501 13674.141274579772 93776.031075668347 -126814.06460731907 266456.18553873699 -46173.633280446345 -91314.304316893409 -1838.1073993981154 59512.697500000002 -58695.876055463581 197670.97646875001 19708.632007724533 275469.2657608696 12355.313998448501 240140.05397727271 87442.145397128363 -187986.96625000003 67793.432364908847 -90138.16457031251
leaf_weight=640981 3396489 5246 366 751 83 46 33 43 54 65 1913 22 2814 128 76 48 401 218 20890 35 151 50 1099 23 1092 22 461 20 144 40
leaf_count=640981 3396489 5246 366 751 83 46 33 43 54 65 1913 22 2814 128 76 48 401 218 20890 35 151 50 1099 23 1092 22 461 20 144 40
internal_value=0 224.032 -2478.85 -294.959 14502.9 25216.1 141975 21136.5 1674.45 42722.7 -1928.71 -4321.59 9261.82 21161.3 -9059.2 140871 -4263.18 -31433 -1561.76 50910.3 -2126.03 65121.3 7208.55 145151 7789.31 129642 56042.6 64222.3 11749.9 33460.5
internal_weight=0 677315 36334 31088 3091 2340 79 2261 1189 1072 27997 23065 4932 2990 1942 176 1866 2131 20934 989 209 780 1465 58 1135 44 730 665 204 184
internal_count=4073804 677315 36334 31088 3091 2340 79 2261 1189 1072 27997 23065 4932 2990 1942 176 1866 2131 20934 989 209 780 1465 58 1135 44 730 665 204 184
is_linear=0
shrinkage=0.1


Tree=1202
num_leaves=31
num_cat=0
split_feature=2 1 6 0 6 1 6 4 1 4 7 4 3 4 0 4 0 4 4 4 6 0 1 4 0 4 1 0 1 6
split_gain=4.65684e+12 2.17539e+13 1.23564e+14 1.52548e+14 9.41726e+13 9.13479e+13 6.39726e+13 6.35373e+13 5.82589e+13 1.44815e+14 7.09338e+13 5.63063e+13 6.50756e+13 5.27207e+13 5.76901e+13 4.84191e+13 4.58377e+13 8.44334e+13 6.67289e+13 9.04509e+13 5.90817e+13 5.47046e+13 5.36554e+13 9.25133e+13 7.22166e+13 6.86696e+13 1.69153e+14 5.57621e+13 1.3561e+14 4.82159e+13
threshold=36.000000000000007 37.374856000000008 59.505000000000003 55.520061350000013 35.705000000000005 37.131181300000009 84.810000000000016 22.500000000000004 37.318079750000003 4.5000000000000009 6.0000000000000009 23.500000000000004 8.5000000000000018 19.500000000000004 55.988910100000005 29.500000000000004 55.539595350000006 6.5000000000000009 5.5000000000000009 3.5000000000000004 66.990000000000023 55.633951400000008 37.234509300000006 15.500000000000002 55.858844800000007 23.500000000000004 37.318079750000003 55.840017500000009 37.331232350000008 79.015000000000015
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 5 -1 -4 16 13 10 -10 -7 12 -12 14 -8 -6 17 -5 19 20 -18 -20 -23 -24 25 27 -27 28 -25 -28
right_child=-2 -3 3 6 15 8 7 -9 9 -11 11 -13 -14 -15 -16 -17 18 -19 21 -21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=-14878.022550243359 29.621473232228393 -130.41516456908911 -46496.620111762153 42681.275738636366 6411.1664604744046 42372.402015502623 -8171.851371982435 -57299.485150637571 112481.09616877859 -47988.931709911842 121422.06970002547 14632.270665564904 333872.67745535716 40280.159021685758 111218.57925967262 -96381.366762907608 75318.256796875008 -99075.494583918538 -8582.9271123404233 -188606.02732954547 -99668.656268168605 -6397.1842399587804 -77351.641065117452 1132.8203463541665 -69596.816278095925 -54299.06330526383 80491.699487528676 6086.7617943370415 -82932.098323691956 237059.3603515625
leaf_weight=2628 3783399 267127 144 55 11981 391 1113 174 82 179 46 26 21 354 42 46 35 178 2743 55 43 815 441 375 309 122 109 354 393 24
leaf_count=2628 3783399 267127 144 55 11981 391 1113 174 82 179 46 26 21 354 42 46 35 178 2743 55 43 815 441 375 309 122 109 354 393 24
internal_value=0 -385.909 -3317.83 -12815.9 2270.84 26414.7 -17325.4 -80.2284 40507.7 2426.94 61043 139540 188011 6517.62 -3830.38 6018.01 -22121.9 -65613.6 -20380.1 -90398.1 -21148.9 -18742 -28214 -36573.5 -25907.3 -16103.3 30739.3 -26749.4 -41884.8 108745
internal_weight=0 290405 23278 8623 14655 889 7734 1683 745 261 484 93 67 1509 1155 12027 6051 233 5818 133 78 5685 2942 2127 1686 1377 255 1122 768 133
internal_count=4073804 290405 23278 8623 14655 889 7734 1683 745 261 484 93 67 1509 1155 12027 6051 233 5818 133 78 5685 2942 2127 1686 1377 255 1122 768 133
is_linear=0
shrinkage=0.1


Tree=1203
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 6 0 1 7 4 4 4 5 6 6 1 1 1 0 1 0 3 6 6 6 5 5 6 7 6
split_gain=4.04972e+12 3.21297e+13 4.24841e+13 5.38597e+13 9.77328e+13 1.40815e+14 5.37089e+13 1.97818e+14 1.30739e+14 1.23103e+14 1.09957e+14 9.43238e+13 7.65749e+13 6.31612e+13 5.75359e+13 5.41265e+13 7.98631e+13 5.05389e+13 5.45993e+13 5.03476e+13 4.64929e+13 1.16877e+14 8.73247e+13 6.01716e+13 5.18115e+13 4.69636e+13 4.57774e+13 5.39491e+13 4.47984e+13 4.22416e+13
threshold=60.002985000000002 22.500000000000004 17.500000000000004 30.438492500000006 60.042359000000012 75.605000000000004 60.034792100000011 30.389265100000003 6.0000000000000009 19.500000000000004 19.500000000000004 21.500000000000004 2.5000000000000004 36.005000000000003 55.405000000000008 30.277905650000005 30.260128500000004 30.425503950000003 60.064438250000002 30.452677500000004 60.01610465000001 14.500000000000002 54.990000000000002 55.805000000000007 79.015000000000015 1.5000000000000002 3.5000000000000004 89.00500000000001 6.0000000000000009 62.010000000000012
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 6 5 -5 7 10 14 13 12 -11 20 -8 -9 16 -12 26 28 -6 21 24 -23 -22 -4 -25 27 -15 -19 -24
right_child=1 -3 3 4 19 -7 9 8 -10 11 15 -13 -14 17 -16 -17 -18 18 -20 -21 23 22 29 25 -26 -27 -28 -29 -30 -31
leaf_value=-20.050996375867257 487.75440351559729 3249.1251889529067 13607.623012387843 -19763.362380081238 20614.914205006462 -97640.326303205817 -1474.5517927273654 61445.939409900107 -103258.87753906251 19831.081746599117 -12228.126282863268 -18128.482696697476 51297.26283993516 -34956.95805853646 156365.78901440065 -43334.505189377553 126961.98218749999 6177.8128833372211 32991.623150019688 -9781.6595392607287 9955.4014719347324 22730.908159179689 219914.59821428574 92326.19310760498 -101761.20000000001 -31669.724870570499 56974.976768867928 -158495.69289279517 -62111.834693709672 81073.296104600711
leaf_weight=3915450 108042 33434 532 2103 804 261 1506 122 32 2172 491 937 418 1955 134 659 45 201 258 1691 1366 80 56 32 42 672 53 36 184 36
leaf_count=3915450 108042 33434 532 2103 804 261 1506 122 32 2172 491 937 418 1955 134 659 45 201 258 1691 1366 80 56 32 42 672 53 36 184 36
internal_value=0 495.78 -241.135 -4907.01 -13791.5 -28361.5 -1315.22 7001.97 87309.5 -6688.03 1779.9 8390.71 11357.9 -17868.5 111131 -24140.7 -542.39 -27056.9 -2604.97 13.4688 5429.36 26833.3 99141.4 -2284.32 5166 -26033.5 -34749 -37190.7 -26459.3 165585
internal_weight=0 158354 124920 16878 4859 2364 12019 4717 288 7302 4429 3109 3234 4193 256 1195 536 2687 643 2495 2816 746 172 2070 574 704 2044 1991 385 92
internal_count=4073804 158354 124920 16878 4859 2364 12019 4717 288 7302 4429 3109 3234 4193 256 1195 536 2687 643 2495 2816 746 172 2070 574 704 2044 1991 385 92
is_linear=0
shrinkage=0.1


Tree=1204
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 1 1 4 6 0 0 5 0 1 1 3 3 6 3 1 6 7 0 0 0 1 4 6 0 1
split_gain=4.39421e+12 3.39181e+13 7.41478e+13 7.66849e+13 8.29061e+13 1.36048e+14 8.8918e+13 8.62656e+13 7.6271e+13 7.60684e+13 6.36559e+13 1.32765e+14 1.05309e+14 1.42013e+14 1.45042e+14 1.13459e+14 1.19966e+14 9.96124e+13 8.93767e+13 1.79949e+14 8.77325e+13 7.71562e+13 6.143e+13 7.18502e+13 6.09506e+13 2.21366e+14 2.46753e+14 1.40176e+14 8.92814e+13 1.40076e+14
threshold=19.500000000000004 82.911604200000014 60.636764050000004 21.500000000000004 55.012912000000007 61.335446300000008 82.901648750000021 24.500000000000004 48.810000000000009 56.838524800000009 55.050541250000002 1.5000000000000002 55.055052800000006 82.906746050000024 82.901648750000021 17.500000000000004 16.500000000000004 59.815000000000005 6.5000000000000009 82.906746050000024 60.005000000000003 6.0000000000000009 55.043091000000011 54.86311005000001 55.050541250000002 82.93515810000001 24.500000000000004 41.505000000000003 55.055052800000006 82.93515810000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -5 9 -4 -6 11 17 13 14 21 16 -16 -7 19 -13 -15 -12 23 -3 25 -24 27 -27 29 -26
right_child=1 22 3 4 5 10 -8 -9 -10 -11 12 18 -14 20 15 -17 -18 -19 -20 -21 -22 -23 24 -25 28 26 -28 -29 -30 -31
leaf_value=37.7078102080199 -211.72156115256831 -18139.067844023248 -2251.6385211866859 811.44627066333589 -31859.01589134596 7790.8932569871249 -37586.864918165236 -3382.2141932626046 -25571.041164140857 21244.428886433394 -97334.442657791951 31576.639979976364 12200.528832742129 -10436.91201529154 34768.537569273671 -6791.8528081803343 170467.10245833336 -111579.27997532894 34918.32022882445 223416.29003435618 -105251.9950434388 -19742.870148848087 50236.12404141661 6826.5656489236781 108948.25146276595 -97229.875331250005 -925.2952144619336 -30559.507998149791 -999.42371827863462 10408.02518023091
leaf_weight=3599339 405855 1212 2405 1102 2172 872 1332 6587 3365 308 152 119 5077 164 496 737 75 76 702 83 241 817 488 23589 188 500 2201 854 12076 620
leaf_count=3599339 405855 1212 2405 1102 2172 872 1332 6587 3365 308 152 119 5077 164 496 737 75 76 702 83 241 817 488 23589 188 500 2201 854 12076 620
internal_value=0 -286.055 -548.607 -5634.79 -2842.58 -580.421 -20201.9 -9367.28 -15851.3 -25263.9 7709.09 24366.9 3733.03 -12295.9 -2591.19 19132 52592.3 -1778.87 51785.2 110402 -66857.7 -31914.1 2436.72 5606.52 -2207.59 -12919.6 -21589.1 -55179.3 1153.85 33335.7
internal_weight=0 474465 432737 26882 21112 18678 2434 9067 5770 2480 9611 1852 7759 2682 2277 1308 571 948 904 202 405 969 41728 24801 16927 4043 3555 1354 12884 808
internal_count=4073804 474465 432737 26882 21112 18678 2434 9067 5770 2480 9611 1852 7759 2682 2277 1308 571 948 904 202 405 969 41728 24801 16927 4043 3555 1354 12884 808
is_linear=0
shrinkage=0.1


Tree=1205
num_leaves=31
num_cat=0
split_feature=6 1 4 3 4 6 6 1 6 1 6 1 4 0 0 6 3 6 4 6 4 4 4 7 1 4 0 0 4 0
split_gain=4.13123e+12 2.02029e+13 3.63205e+13 7.84854e+13 5.46859e+13 7.44448e+13 4.97268e+13 4.01237e+13 7.60096e+13 4.98429e+13 3.71581e+13 3.23111e+13 1.03491e+14 8.51183e+13 6.06577e+13 4.65005e+13 8.8861e+13 4.33838e+13 5.95556e+13 4.7621e+13 4.43104e+13 4.02991e+13 1.03497e+14 8.5664e+13 8.79056e+13 1.45745e+14 1.46342e+14 1.04008e+14 9.91916e+13 9.68322e+13
threshold=102.04000000000001 82.948524700000021 19.500000000000004 15.500000000000002 21.500000000000004 156.15000000000003 138.05000000000004 82.961694200000011 106.49500000000002 82.95992385000001 128.05000000000004 82.901648750000021 21.500000000000004 55.061158000000006 54.980317700000008 120.05000000000001 1.5000000000000002 108.05000000000001 22.500000000000004 114.05000000000001 23.500000000000004 15.500000000000002 14.500000000000002 6.0000000000000009 82.911604200000014 18.500000000000004 55.034466500000008 55.055052800000006 18.500000000000004 55.039488700000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 10 8 -3 -10 -6 -2 13 14 -13 -15 -17 -14 -19 20 -20 22 -16 24 28 26 -26 -28 29 -23
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12 12 17 15 21 16 -18 18 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=16.562561541592057 -743.32420173792116 -74267.107262228266 78064.624680254536 -75593.764876904897 -7062.8564745314579 167570.43112980772 -143549.97381249999 -2730.6328433316853 -3691.3075331337905 -102837.48694480614 105187.62534179688 -116780.95830592106 -39114.804998670523 27046.987578130655 8756.0650193799502 4484.4028472900391 154247.04526742789 82774.581193814229 176665.67329799107 -15978.660328573809 21175.157963053385 83483.998616536468 -67960.871219689216 -58384.447935779812 40545.578075214464 -21537.897233072916 207184.26789325106 63799.324701760037 70702.587392534522 -75480.755583881575
leaf_weight=3966508 89475 230 124 162 376 26 25 7560 831 54 32 38 505 216 4502 64 104 73 21 1336 144 48 183 109 357 192 119 88 112 190
leaf_count=3966508 89475 230 124 162 376 26 25 7560 831 54 32 38 505 216 4502 64 104 73 21 1336 144 48 183 109 357 192 119 88 112 190
internal_value=0 -612.283 -5035.4 -6630.29 19139.7 3221.03 -6647.53 -5342.45 -23051.2 -9740.9 1741.1 -186.584 5742.99 12107.8 9157.08 57736.6 97194.6 -13611.7 -5429.32 -9719.05 40964.9 9968.2 5759.44 26197.1 34532.9 53715.3 79333.4 146228 -6901.21 -43420.6
internal_weight=0 107296 9420 8837 583 459 433 8675 1115 885 408 97876 8401 6322 5938 384 168 2079 1574 1501 165 5900 4685 1215 1106 756 564 207 350 238
internal_count=4073804 107296 9420 8837 583 459 433 8675 1115 885 408 97876 8401 6322 5938 384 168 2079 1574 1501 165 5900 4685 1215 1106 756 564 207 350 238
is_linear=0
shrinkage=0.1


Tree=1206
num_leaves=31
num_cat=0
split_feature=0 0 2 4 2 4 6 6 1 1 1 1 6 7 7 0 1 4 4 1 1 4 1 4 0 4 6 0 5 4
split_gain=3.97106e+12 6.32371e+13 6.96129e+13 1.21129e+14 9.2612e+13 8.37802e+13 8.32377e+13 6.7253e+13 6.97298e+13 1.23607e+14 1.15346e+14 1.04013e+14 9.96248e+13 6.85538e+13 6.44538e+13 5.65467e+13 1.96132e+14 6.12744e+13 5.56979e+13 7.28142e+13 7.21309e+13 1.28263e+14 2.62618e+14 9.20829e+13 8.84646e+13 8.21331e+13 7.41926e+13 9.09814e+13 8.20487e+13 7.67698e+13
threshold=56.782540950000005 56.385857200000011 4829.0000000000009 7.5000000000000009 2691.5000000000005 2.5000000000000004 53.005000000000003 120.05000000000001 60.571186450000006 60.307188350000011 60.66055595000001 60.516422150000004 79.710000000000022 6.0000000000000009 6.0000000000000009 56.872182500000008 61.29689960000001 11.500000000000002 21.500000000000004 60.636764050000004 60.571186450000006 9.5000000000000018 60.66055595000001 19.500000000000004 56.83050475000001 11.500000000000002 71.715000000000018 56.791379400000004 3.5000000000000004 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 -1 4 6 -3 -6 -4 8 9 -5 12 -11 -10 -9 -8 16 18 -18 20 -20 -2 -22 23 25 -24 26 -23 -28 29 -29
right_child=15 2 3 7 5 -7 14 13 10 11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=18.240207802691597 1169.2181614206204 -4146.1064851514175 -287.94150039954246 -5995.7583270033865 6733.8771812606938 -28063.542241260562 13238.190835592715 -109211.14985656738 -20009.073697354586 106624.76149397226 -4394.4861291696116 10684.907447611777 -79120.034062329039 71032.316135817309 -24371.416201801261 -138.8390297522653 -28687.487392916923 -114685.92411221593 1764.8219376556297 -10610.832244662797 1749.2256268785104 17632.419007459623 -31776.994143018739 49243.221860340156 1936.9475865719644 11424.075365563174 -6148.7316054273415 59019.786775309243 17192.520961047758 134458.08698318666
leaf_weight=3128637 53578 12046 19738 13473 863 3490 8653 112 4001 116 9201 4373 307 26 481 744836 1416 88 16534 6673 24724 2728 1498 856 1620 12195 283 720 372 166
leaf_count=3128637 53578 12046 19738 13473 863 3490 8653 112 4001 116 9201 4373 307 26 481 744836 1416 88 16534 6673 24724 2728 1498 856 1620 12195 283 720 372 166
internal_value=0 -51.3849 -2884.79 -1317.9 -8663.6 -21164.8 3364.64 -5594.99 -5289.54 -1207.4 -10717.3 13164.1 -24221.5 -75252.2 11257.7 189.701 2171.94 -33719.3 2614.59 -1793.71 3650.68 6594.56 12456 17265.6 -14260.4 15603 27540.7 45081 56605.6 73153.8
internal_weight=0 3.20552e+06 76880 60481 16399 4353 28872 31609 31471 17962 13509 4489 4308 138 9134 868287 123451 1504 121947 23207 98740 45162 20438 17320 3118 16464 4269 1541 1258 886
internal_count=4073804 3205517 76880 60481 16399 4353 28872 31609 31471 17962 13509 4489 4308 138 9134 868287 123451 1504 121947 23207 98740 45162 20438 17320 3118 16464 4269 1541 1258 886
is_linear=0
shrinkage=0.1


Tree=1207
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 4 1 1 3 0 1 1 4 1 3 2 4 4 6 6 6 1 6 1 4 2 0 0 1 4
split_gain=4.27241e+12 2.73641e+13 3.12506e+13 5.89077e+13 3.39069e+13 5.61142e+13 4.5358e+13 4.26405e+13 3.46045e+13 3.62019e+13 3.23777e+13 5.18012e+13 2.95653e+13 3.94454e+13 2.94748e+13 3.4716e+13 2.9915e+13 2.71401e+13 2.55021e+13 8.15461e+13 6.78715e+13 3.35442e+13 6.51829e+13 6.98166e+13 4.19482e+13 3.44609e+13 4.30827e+13 4.58613e+13 3.94444e+13 4.42977e+13
threshold=41.505000000000003 40.015000000000008 43.687280500000007 43.550475500000012 40.905000000000008 10.500000000000002 40.024897700000004 39.763755750000009 4.5000000000000009 43.6005307 39.718675700000013 39.703507450000011 12.500000000000002 39.723160900000003 11.500000000000002 9236.5000000000018 22.500000000000004 5.5000000000000009 39.305000000000007 39.025000000000013 39.005000000000003 82.648284550000014 33.585000000000008 83.754481100000007 9.5000000000000018 4556.0000000000009 56.760749800000006 56.904718250000009 59.999510900000011 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 18 3 -3 12 6 10 8 -7 -10 11 -6 13 -5 -4 -16 -17 -15 19 20 21 25 24 -24 -23 -1 -27 -28 29 -29
right_child=-2 2 14 4 5 7 -8 -9 9 -11 -12 -13 -14 17 15 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=143.43021835285765 -70.306736203930015 -3466.6439054429234 1966.330555740954 219775.30482003349 -18664.045412660256 -1752.7078125 148621.36108630951 -45323.402041480658 211879.19851973688 81821.754201211734 -22436.561997607871 157815.02324892243 -1701.738818359375 -11164.605335582388 177.97542116328725 -11290.18717315661 11800.016058581388 141126.0184375 -1424.1316230836464 8192.161800284628 -7925.7549823183354 1614.8797309689589 5328.9396413491349 -1584.6733512448072 -2196.3046652848052 -3098.582200612298 3089.1351014916872 3960.8745180884166 -8140.2463956188822 -5300.1459971356417
leaf_weight=685810 2768799 605 119876 28 39 22 21 21 38 49 218 29 24 22 20206 5001 632 25 115448 12434 10573 61209 57419 19590 54678 80040 31422 11859 8517 9150
leaf_count=685810 2768799 605 119876 28 39 22 21 21 38 49 218 29 24 22 20206 5001 632 25 115448 12434 10573 61209 57419 19590 54678 80040 31422 11859 8517 9150
internal_value=0 149.168 1435.11 17920.3 42060.3 30089.1 6770.74 85156.3 110295 138628 -3644.87 56599.1 94903 125817 1306.02 -1757.36 -8699.56 69841 -13.8922 142.25 45.0976 127.746 1315.19 3570.21 -183.32 -149.29 -1573.17 430.072 -2399.74 -72.5558
internal_weight=0 1.305e+06 146856 1141 536 437 307 130 109 87 286 68 99 75 145715 25839 5633 47 1.15815e+06 1.0427e+06 1.03027e+06 1.01969e+06 192896 77009 115887 826798 140988 60948 29526 21009
internal_count=4073804 1305005 146856 1141 536 437 307 130 109 87 286 68 99 75 145715 25839 5633 47 1158149 1042701 1030267 1019694 192896 77009 115887 826798 140988 60948 29526 21009
is_linear=0
shrinkage=0.1


Tree=1208
num_leaves=31
num_cat=0
split_feature=1 1 2 6 1 0 6 0 7 1 4 4 6 6 1 0 0 1 0 4 4 6 4 4 7 0 1 1 0 1
split_gain=4.24832e+12 1.15821e+14 1.65084e+14 8.72496e+13 8.29212e+13 7.80294e+13 8.61407e+13 1.25098e+14 1.02661e+14 1.34611e+14 1.11982e+14 7.36809e+13 9.11397e+13 8.71354e+13 7.25476e+13 1.14664e+14 1.02758e+14 7.02099e+13 6.56947e+13 6.21927e+13 7.39102e+13 6.11373e+13 5.91879e+13 1.14307e+14 5.80811e+13 5.62548e+13 6.29032e+13 5.4553e+13 1.32481e+14 8.49307e+13
threshold=50.298521650000005 52.061190950000004 3062.5000000000005 87.015000000000015 49.692247900000005 53.356310450000002 47.805000000000007 53.175387700000009 6.0000000000000009 50.136929700000003 24.500000000000004 9.5000000000000018 82.00500000000001 91.02500000000002 49.300375350000003 55.79439725000001 55.749683450000006 50.136929700000003 55.759969450000007 4.5000000000000009 17.500000000000004 138.05000000000004 11.500000000000002 9.5000000000000018 6.0000000000000009 61.78914120000001 50.815483650000004 49.111590500000005 55.633951400000008 49.195555600000006
decision_type=2 2 2 2 2 2 2 2 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 18 14 6 -6 17 9 10 19 12 -10 -13 27 16 22 21 -2 -9 -21 -8 23 -16 25 -4 -27 -1 29 -29
right_child=1 -3 24 -5 5 -7 7 8 11 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-41.190604502033658 -11066.078245634824 -5.1093883308884189 2213.9593806694857 -58142.964181365969 770.01090255789336 -14141.997960247549 -12864.768033076965 -4885.3479879486431 14139.56410345262 12404.712857682816 151208.72375372026 2338.6489044283967 123996.5892930493 -35726.447606480331 -14692.061061280216 1954.7409918046412 -65339.093097574398 25971.056759987321 -34110.875900500796 46033.212718652678 -19136.73602518611 -188313.50515625 -35141.203023846501 21543.869299950951 -14556.68830005273 -7465.0387101545057 -62219.003384885931 -43374.310535160999 3482.6478571208277 -7378.9867907760126
leaf_weight=2339440 8356 1560504 17869 480 21886 2188 2862 356 341 11535 84 3229 97 739 5684 7754 387 516 1452 1958 191 20 1007 1028 2815 875 276 879 76418 2578
leaf_count=2339440 8356 1560504 17869 480 21886 2188 2862 356 341 11535 84 3229 97 739 5684 7754 387 516 1452 1958 191 20 1007 1028 2815 875 276 879 76418 2578
internal_value=0 -127.462 -6071.22 -16514.9 81.8157 4287.93 5208.29 9638.06 12872.5 17029.8 37636.3 -454.173 38468.6 -4750.59 2.35961 -6738.9 -15055 -8000.05 -14477.7 33827.8 40241 -14082.3 -12534 -9142.22 -1150.46 833.695 -20594.6 46.5524 2616.44 -16531.4
internal_weight=0 1.59263e+06 32123 10288 2.48118e+06 46002 43814 21928 18530 14124 2589 4406 438 3968 2.43518e+06 15860 8106 3398 9808 2505 2149 2882 7719 6712 21835 19020 1151 2.41932e+06 79875 3457
internal_count=4073804 1592627 32123 10288 2481177 46002 43814 21928 18530 14124 2589 4406 438 3968 2435175 15860 8106 3398 9808 2505 2149 2882 7719 6712 21835 19020 1151 2419315 79875 3457
is_linear=0
shrinkage=0.1


Tree=1209
num_leaves=31
num_cat=0
split_feature=6 5 7 2 6 6 4 5 4 1 4 5 6 4 5 4 1 1 4 4 4 4 6 2 4 4 4 1 2 2
split_gain=4.26423e+12 2.27053e+13 3.17284e+13 3.19766e+13 2.02886e+13 4.33339e+13 3.26752e+13 2.25546e+13 9.58022e+13 6.03954e+13 2.42827e+13 2.65638e+13 2.00663e+13 4.31025e+13 3.2649e+13 2.58525e+13 2.56143e+13 4.76327e+13 3.71684e+13 7.94622e+13 3.2832e+13 2.88035e+13 2.16467e+13 4.57846e+13 7.40439e+13 4.37854e+13 3.34251e+13 5.12752e+13 3.45142e+13 2.83191e+13
threshold=34.010000000000012 1.5000000000000002 6.0000000000000009 3999.0000000000005 15.450000000000001 24.030000000000005 14.500000000000002 3.5000000000000004 5.5000000000000009 50.815483650000004 5.5000000000000009 2.5000000000000004 36.005000000000003 16.500000000000004 2.5000000000000004 32.500000000000007 30.315889700000003 30.303340300000002 8.5000000000000018 7.5000000000000009 15.500000000000002 12.500000000000002 34.905000000000008 2632.5000000000005 22.500000000000004 23.500000000000004 22.500000000000004 30.330566300000005 9651.0000000000018 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -6 -12 13 16 15 22 17 -2 19 -19 21 -20 29 24 -24 -26 28 -28 -25 -15
right_child=12 2 3 -5 5 -7 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=371.655237021331 -4300.3377273979813 1725.5830527492767 18949.733485564106 -14018.645463646359 -20501.557353697048 -4712.1008803392833 -119821.55464285715 -112137.89419642858 7321.5338068181827 241639.50568181818 -45236.947642463238 -168523.67656250001 15.386803001316629 -17390.087946010804 -58063.161578634514 -23473.63072614227 -1679.5030339576017 -28793.597395693025 -24734.342710562931 -187946.89858284884 -60596.965625606565 16149.606408128006 1743.0462598939507 1615.0958842642688 54016.342688957091 15376.209301362429 11058.7238961038 -7218.5391938374569 15207.454440856025 -463.68584650968688
leaf_weight=534531 5577 3633 1128 398 1016 10173 35 28 22 22 85 22 3339806 1102 92 409 126555 116 511 43 161 260 7157 14338 315 4249 1878 8402 2148 9592
leaf_count=534531 5577 3633 1128 398 1016 10173 35 28 22 22 85 22 3339806 1102 92 409 126555 116 511 43 161 260 7157 14338 315 4249 1878 8402 2148 9592
internal_value=0 258.67 -3387.88 10351.2 -4782.25 -6855.64 -24584.3 -21794.9 32462.2 124481 -25273.6 -70585.6 -40.4663 -1060.33 1453.45 1563.87 -1997.78 -8038.58 -27147.8 -71835.1 -19524.1 -10947.3 1772.09 2877.97 8090.06 18043.1 595.568 -3879.56 3386.08 -2207.93
internal_weight=0 551093 16562 1526 15036 11403 1230 1195 72 44 1123 107 3.52271e+06 182905 49682 49590 133223 6668 1091 159 932 771 49181 38487 11721 4564 26766 10280 16486 10694
internal_count=4073804 551093 16562 1526 15036 11403 1230 1195 72 44 1123 107 3522711 182905 49682 49590 133223 6668 1091 159 932 771 49181 38487 11721 4564 26766 10280 16486 10694
is_linear=0
shrinkage=0.1


Tree=1210
num_leaves=31
num_cat=0
split_feature=0 0 1 0 6 7 2 6 1 1 1 6 7 0 0 1 6 1 6 0 4 4 1 6 6 1 6 2 1 0
split_gain=4.50531e+12 5.72393e+13 1.73522e+14 2.68663e+14 1.25223e+14 1.20204e+14 1.54001e+14 5.89337e+13 5.33851e+13 2.16946e+14 1.50571e+14 1.46761e+14 1.73797e+14 1.42611e+14 2.05055e+14 1.06106e+14 9.23222e+13 8.94683e+13 1.40252e+14 8.94245e+13 1.04997e+14 1.25524e+14 7.75402e+13 1.05905e+14 9.35512e+13 7.61827e+13 1.52873e+14 8.33839e+13 7.71136e+13 9.91846e+13
threshold=56.115175650000005 56.041614100000011 92.865667950000017 56.067362750000008 76.605000000000004 6.0000000000000009 5762.5000000000009 70.50500000000001 39.777866350000004 38.247071200000008 39.908802000000009 46.420000000000009 6.0000000000000009 57.670849000000011 57.60122925000001 39.843340650000009 72.50500000000001 40.377616600000003 114.05000000000001 57.60122925000001 12.500000000000002 11.500000000000002 39.873894000000007 99.050000000000011 105.00500000000001 40.965343750000009 114.05000000000001 4137.5000000000009 43.56803845000001 57.719618750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 13 14 -13 -16 -11 18 19 -12 21 -21 24 -24 -14 26 27 -19 29 -27
right_child=8 2 -4 5 -6 -7 -8 -9 10 16 17 12 22 -15 15 -17 -18 25 -20 20 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-9.3132103706296459 -125.71175855049222 -25589.767295705187 5183.1642880796308 -486.59721276713339 -88574.45582586831 -19960.858521363858 53953.004642005522 -17753.154109167743 445.82432960442725 -8143.3334547987397 2492.510915222424 6472.7794595153982 6910.1328908875939 2068.7755687204849 14331.362155783572 44505.060419504822 -32785.430066967718 -63445.68846605518 -71933.944193161602 -10573.696102367408 -45721.14423336734 32040.725744736716 -7204.0476033138593 -89296.701068335853 110470.07083635652 -12121.232135139568 129361.09329344552 9894.7356979347169 639.4519656799547 15981.262151887131
leaf_weight=2944374 437191 4247 14968 18658 341 3966 498 2211 19289 22998 9541 3496 4386 3434 1564 4573 1628 158 316 11359 785 736 2947 166 89 8799 106 8227 541288 1465
leaf_count=2944374 437191 4247 14968 18658 341 3966 498 2211 19289 22998 9541 3496 4386 3434 1564 4573 1628 158 316 11359 785 736 2947 166 89 8799 106 8227 541288 1465
internal_value=0 -63.3437 -3607.33 -8004.78 -30271.1 -3972.18 -1004.47 -2315.93 174.591 -640.113 778.782 6718.27 12575.9 19566 25803.5 36815.4 -9772.4 371.687 -5777.62 -4845.22 -10280.7 -7980.54 538.495 -11581.6 8969.76 621.34 10021.4 8512.77 476.629 -8110.11
internal_weight=0 2.98926e+06 44889 29921 4588 25333 21367 20869 1.08454e+06 461817 622724 39944 20655 13067 9633 6137 24626 582780 22737 22421 12880 12095 7588 3113 4475 560043 8491 8385 551552 10264
internal_count=4073804 2989263 44889 29921 4588 25333 21367 20869 1084541 461817 622724 39944 20655 13067 9633 6137 24626 582780 22737 22421 12880 12095 7588 3113 4475 560043 8491 8385 551552 10264
is_linear=0
shrinkage=0.1


Tree=1211
num_leaves=31
num_cat=0
split_feature=2 2 6 0 0 1 0 4 1 6 1 6 1 4 5 6 6 4 0 3 4 6 3 7 6 0 3 3 2 6
split_gain=4.76891e+12 1.08856e+14 4.22846e+13 3.69671e+13 3.25555e+14 6.56895e+13 1.01395e+14 5.37893e+13 5.35342e+13 5.18839e+13 3.48844e+13 3.25764e+13 3.09501e+13 3.65267e+13 2.74976e+13 5.09502e+13 3.70208e+13 4.66185e+13 4.63575e+13 6.35102e+13 5.36592e+13 7.14968e+13 6.17361e+13 3.06677e+13 3.8454e+13 5.67961e+13 7.66848e+13 3.77286e+13 2.82139e+13 3.28986e+13
threshold=5791.5000000000009 5873.0000000000009 62.995000000000012 56.986919400000012 57.60122925000001 60.620042600000012 57.100506200000005 5.5000000000000009 60.516422150000004 88.00500000000001 28.601854300000003 67.445000000000007 59.999510900000011 5.5000000000000009 2.5000000000000004 59.505000000000003 90.045000000000016 16.500000000000004 57.978821400000008 10.500000000000002 5.5000000000000009 88.825000000000003 5.5000000000000009 6.0000000000000009 92.02500000000002 61.78914120000001 2.5000000000000004 8.5000000000000018 10876.500000000002 95.045000000000016
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=10 2 -2 -3 5 6 8 9 11 -7 -1 -5 -8 -14 15 -6 18 23 19 -16 -20 -22 -23 24 -18 -26 -27 -25 29 -28
right_child=1 3 -4 4 14 7 12 -9 -10 -11 -12 -13 13 -15 16 -17 17 -19 20 -21 21 22 -24 27 25 26 28 -29 -30 -31
leaf_value=-26611.920322590508 -12785.69314882889 4.1699196472102038 -41505.193362978127 3202.1611312301893 496.2060357076125 -23360.145205314297 -37313.911395653122 -62056.472813078377 32491.008904135339 -135222.34561011905 72.251851241582486 -30214.538240603888 -10274.091909951574 -32249.354496532 17214.687132331015 -14372.594217994847 -54725.146032380406 119777.63583622685 -3248.221406276205 -122146.98032670455 11099.471658737133 255906.2644886364 39643.074542791197 -65820.090026788763 -18658.09336169111 -33054.226598403031 203970.9898809524 44898.501705025345 24544.076916133999 69075.939824218745
leaf_weight=490 1818 1087755 714 1379 31106 3246 956 439 527 42 2925085 370 2456 1093 3605 2489 146 27 5672 33 3019 22 33 183 643 136 21 37 132 130
leaf_count=490 1818 1087755 714 1379 31106 3246 956 439 527 42 2925085 370 2456 1093 3605 2489 146 27 5672 33 3019 22 33 183 643 136 21 37 132 130
internal_value=0 -172.703 -20884.3 -126.93 -2588.1 -18513.9 -12652.2 -29178.7 4551.48 -24789 67.7826 -3867.12 -21343.8 -17041.9 939.918 -605.4 4691.27 -10398 6464.12 15950.5 2518.13 13157.9 126148 -12859.3 -6605.4 9.93622 28658 -47199.2 58314.8 87836.2
internal_weight=0 1.14823e+06 2532 1.1457e+06 57942 10508 6781 3727 2276 3288 2.92558e+06 1749 4505 3549 47434 33595 13839 1455 12384 3638 8746 3074 55 1428 1208 1062 419 220 283 151
internal_count=4073804 1148229 2532 1145697 57942 10508 6781 3727 2276 3288 2925575 1749 4505 3549 47434 33595 13839 1455 12384 3638 8746 3074 55 1428 1208 1062 419 220 283 151
is_linear=0
shrinkage=0.1


Tree=1212
num_leaves=31
num_cat=0
split_feature=4 4 6 5 3 6 3 1 0 6 2 1 1 0 1 6 6 2 0 6 6 2 1 6 6 5 6 0 6 1
split_gain=4.5852e+12 2.90244e+13 9.03278e+13 7.73589e+13 6.30626e+13 5.0012e+13 5.28178e+13 1.06355e+14 2.5158e+14 9.60907e+13 9.72924e+13 8.24e+13 7.05041e+13 6.14908e+13 9.75593e+13 9.73523e+13 5.22337e+13 5.11289e+13 5.04425e+13 5.32962e+13 5.27555e+13 7.97393e+13 7.29529e+13 5.50746e+13 5.99821e+13 4.57835e+13 5.08982e+13 4.55452e+13 4.49364e+13 8.41197e+13
threshold=3.5000000000000004 4.5000000000000009 46.420000000000009 1.5000000000000002 3.5000000000000004 88.825000000000003 2.5000000000000004 37.401708450000008 44.895258050000002 168.45000000000002 2691.5000000000005 43.932356550000009 47.504912950000005 55.721784200000009 20.507515800000004 99.050000000000011 104.01000000000001 5873.0000000000009 59.950512650000007 101.02000000000002 93.050000000000011 5261.5000000000009 30.345769800000003 96.050000000000011 97.020000000000024 4.5000000000000009 102.04000000000001 60.064438250000002 168.45000000000002 83.025426800000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 8 -8 11 -11 25 -13 14 16 -15 -10 -16 20 -20 21 -7 23 -22 -25 26 -9 -21 -6 -30
right_child=1 -3 4 -5 28 6 7 9 13 10 -12 12 -14 15 17 -17 -18 -19 19 27 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=427.67539904591649 -1401.4048757067039 23.585123495080648 4726.6654930362247 -8579.6712966134855 -4750.4516007519305 3497.6316340044814 325866.29775000003 -20851.645577617513 131983.85138608873 -284896.35413411463 -69325.136605611668 81597.310944870289 -7929.4560406151786 -31824.286273610069 -61451.473102556192 46883.991532790496 -29809.324818638393 -215003.57714285716 15133.682619012852 -108736.89100215517 -35456.202214219833 -73336.298808149862 4186.2246770015781 200530.69006696431 49240.480057292465 49125.074874441969 -66642.340286404971 11754.609286428053 61110.31922233737 -154184.01375000001
leaf_weight=236154 39076 3715317 36352 24380 15592 425 25 483 31 24 164 106 517 249 57 426 56 35 107 116 72 198 2602 28 409 56 488 43 196 20
leaf_count=236154 39076 3715317 36352 24380 15592 425 25 483 31 24 164 106 517 249 57 426 56 35 107 116 72 198 2602 28 409 56 488 43 196 20
internal_value=0 -26.3175 -1541.89 -4159.32 1279.11 3261.87 -4665.54 -15424.9 13184.7 -29107.1 -96844.9 -21389.1 7303.03 4031.21 -48076.4 17849.4 27841.1 -119868 2642.78 -39431.3 5640.02 -20921.5 10959.2 45582.3 58934.1 -38794.4 -43864.9 -76151.1 -4122.92 41175.7
internal_weight=0 3.83765e+06 122333 63456 58877 43069 6717 2717 879 1838 188 1650 623 854 179 675 87 92 4000 266 3734 623 3111 509 437 1027 971 159 15808 216
internal_count=4073804 3837650 122333 63456 58877 43069 6717 2717 879 1838 188 1650 623 854 179 675 87 92 4000 266 3734 623 3111 509 437 1027 971 159 15808 216
is_linear=0
shrinkage=0.1


Tree=1213
num_leaves=31
num_cat=0
split_feature=6 6 1 6 2 1 6 0 1 6 0 1 3 3 6 1 4 6 6 5 6 1 0 0 1 2 1 4 2 0
split_gain=4.82654e+12 4.19865e+13 6.0307e+13 7.14112e+13 4.49314e+13 3.67214e+13 3.4477e+13 3.7917e+13 7.75997e+13 3.75316e+13 3.56489e+13 3.36839e+13 7.59193e+13 5.857e+13 3.35096e+13 6.73894e+13 5.97192e+13 7.54961e+13 5.74483e+13 6.31043e+13 5.7404e+13 1.40402e+14 9.91602e+13 5.41814e+13 6.96077e+13 6.79395e+13 1.11433e+14 1.00242e+14 6.3713e+13 1.11977e+14
threshold=49.010000000000012 48.025000000000013 37.318079750000003 48.810000000000009 2875.5000000000005 30.084656550000002 48.005000000000003 55.012912000000007 82.970388650000018 47.420000000000009 55.018166200000003 113.48479755000001 5.5000000000000009 8.5000000000000018 54.010000000000012 37.957884500000006 23.500000000000004 52.015000000000008 52.610000000000007 1.5000000000000002 50.410000000000004 37.503969450000007 55.753967500000009 55.554045200000012 37.71815560000001 75.000000000000014 37.534144550000008 15.500000000000002 75.000000000000014 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -8 -1 -9 -11 -13 -14 15 16 17 23 19 -19 21 -18 -23 25 28 26 27 -2 29 -25
right_child=14 2 3 -5 -6 -7 7 10 -10 11 -12 12 13 -15 -16 -17 20 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-21.970896069135378 32633.309043585527 -65524.42577564677 9312.5624536883461 1608.5574782350113 6876.2415568279748 -10003.819679782957 -1928.8980005405681 6468.7299824552101 -18925.891929295609 2736.6956952464152 -10671.035883211815 1309.811359577179 -120885.2793696733 10559.029760243942 70.790540523479351 -1931.0028806381351 7203.2643499827363 17058.555521986546 -1436.1746117198315 -15811.818847154216 10648.691071109766 -8717.9749936380304 -90117.413334467637 10659.342929504186 11570.754266773545 6808.2827099853284 -28953.609489440918 121354.06632094108 2127.5952987149249 -14881.333590248545
leaf_weight=1908597 475 122 15034 60253 1841 5059 8107 4658 4017 59902 1641 400 110 49 1674459 236253 1878 656 28796 5325 10716 307 292 2344 5284 9703 200 174 20739 6413
leaf_count=1908597 475 122 15034 60253 1841 5059 8107 4658 4017 59902 1641 400 110 49 1674459 236253 1878 656 28796 5325 10716 307 292 2344 5284 9703 200 174 20739 6413
internal_value=0 107.104 2320.3 3146.96 -6542.89 -11311.2 15.4473 -4290.44 -7560.45 55.7342 2003.52 2508.68 -21925 -80377.3 -110.619 -1032.36 1243.13 216.436 -3288.48 -12206.6 7477.33 -6242.62 -48398.5 2905.28 1001.02 9181.81 36308.3 56419.8 -892.47 -8044.82
internal_weight=0 2.06979e+06 82309 75287 7022 5181 1.98748e+06 18423 12124 1.96906e+06 6299 60461 559 159 2.00401e+06 329555 93302 80109 34777 5981 13193 2477 599 45332 34780 10552 849 649 29496 8757
internal_count=4073804 2069790 82309 75287 7022 5181 1987481 18423 12124 1969058 6299 60461 559 159 2004014 329555 93302 80109 34777 5981 13193 2477 599 45332 34780 10552 849 649 29496 8757
is_linear=0
shrinkage=0.1


Tree=1214
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 1 1 1 6 6 6 7 6 1 0 0 0 0 1 1 0 6 6 1 1 0 7 1 0 0
split_gain=5.03297e+12 3.07505e+13 8.28446e+13 2.85478e+14 9.63038e+13 9.23708e+13 9.27642e+13 8.27323e+13 1.21975e+14 9.10702e+13 8.17411e+13 7.87829e+13 6.70984e+13 7.74672e+13 6.63322e+13 1.56699e+14 1.99033e+14 1.06861e+14 1.15725e+14 9.97584e+13 7.72979e+13 8.90223e+13 2.72792e+14 6.66294e+13 8.57027e+13 1.3005e+14 1.54118e+14 9.74768e+13 2.91023e+14 3.04128e+14
threshold=19.500000000000004 22.500000000000004 49.030112300000006 49.111590500000005 39.777866350000004 60.620042600000012 82.901648750000021 60.549354600000008 104.01000000000001 114.05000000000001 70.00500000000001 6.0000000000000009 33.005000000000003 30.438492500000006 59.864072000000007 59.838047850000002 59.848366150000011 59.933037250000005 30.509101000000005 30.330566300000005 59.825842200000004 50.995000000000012 53.705000000000005 37.401708450000008 37.503969450000007 55.988910100000005 6.0000000000000009 37.442254400000003 55.81943720000001 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 11 -5 -9 -10 -6 -7 13 -2 15 19 -17 18 -16 -14 23 -22 -23 -21 27 -26 -27 28 -25 -30
right_child=1 -3 3 5 10 6 -8 8 9 -11 -12 -13 14 -15 17 16 -18 -19 -20 20 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=40.355509796460645 28580.720390022892 191.20703971580099 49720.030607882967 5515.4225191417218 -11742.622965472943 -23612.265581194108 2827.5386931175503 25474.665100522136 295781.57235991379 73031.620250000007 -50023.091212755862 -2818.216225038017 -52368.446550815264 825.08640702657658 -27210.961594915414 81913.171429344686 9925.93001803078 -2646.1283535352395 3448.8167768017688 -10054.255810802162 856.72364555544982 351465.39411764708 30285.120717075893 13079.639572896376 -3100.2644756931736 9824.8030613588489 126262.69936377247 22187.655340394533 -162630.41466058613 -13265.371609247948
leaf_weight=3599339 1444 343403 1257 9287 3259 3245 10015 949 29 50 673 4155 402 3312 4570 433 3399 11245 1685 10375 205 34 119 2262 54409 356 167 3125 209 392
leaf_count=3599339 1444 343403 1257 9287 3259 3245 10015 949 29 50 673 4155 402 3312 4570 433 3399 11245 1685 10375 205 34 119 2262 54409 356 167 3125 209 392
internal_value=0 -306.141 -1609.27 3108.66 -2949.06 995.771 -3446.09 8495.05 35413.1 154801 -18294.7 -11936.7 -2334.25 9252.15 -2924.32 -1644.48 18060.2 -8474.2 -18951.7 -2692.41 -2413.71 43936.8 101659 -2646.45 -1384.87 -2623.22 47004.8 9975.42 -3354.4 -65207.6
internal_weight=0 474465 131062 28987 102075 27730 17415 10315 1028 79 3932 7400 98143 4756 93387 75887 3832 17500 6255 72055 71653 358 153 71295 60920 54932 523 5988 2863 601
internal_count=4073804 474465 131062 28987 102075 27730 17415 10315 1028 79 3932 7400 98143 4756 93387 75887 3832 17500 6255 72055 71653 358 153 71295 60920 54932 523 5988 2863 601
is_linear=0
shrinkage=0.1


Tree=1215
num_leaves=31
num_cat=0
split_feature=4 3 0 6 4 6 5 1 1 1 7 0 0 2 0 0 6 0 0 1 0 0 0 0 0 0 0 1 4 1
split_gain=4.56139e+12 2.46673e+13 4.82841e+13 5.27202e+13 7.03308e+13 6.21027e+13 4.96224e+13 6.76052e+13 5.56289e+13 5.00244e+13 4.90303e+13 9.91039e+13 1.63511e+14 6.5112e+13 5.14492e+13 1.07044e+14 8.36899e+13 7.64164e+13 4.16153e+13 4.15557e+13 6.34431e+13 1.12775e+14 4.50914e+13 7.89259e+13 3.92906e+13 3.49903e+13 4.75223e+13 3.41839e+13 3.41583e+13 5.52005e+13
threshold=10.500000000000002 9.5000000000000018 55.685785750000008 87.395000000000024 8.5000000000000018 138.05000000000004 3.5000000000000004 82.93515810000001 82.906746050000024 38.948208550000011 6.0000000000000009 59.982409200000006 59.990753350000013 915.50000000000011 59.898927250000007 59.91832440000001 47.005000000000003 59.939085000000013 55.801384500000005 37.978059650000013 55.749683450000006 55.775215600000003 55.806294650000005 55.93962770000001 59.825842200000004 54.992080650000005 51.307150200000002 39.718675700000013 9.5000000000000018 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 9 -8 19 13 -13 18 24 -16 -17 -18 -12 20 -4 -22 -23 -24 -15 26 27 -7 -1 -30
right_child=-2 2 10 4 5 25 7 -9 -10 -11 11 12 -14 14 15 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-71.817204732108038 -136.7410065303992 -2392.871139448021 60858.110400390629 -196624.34701704548 -14082.782108443178 120259.89639423077 -141025.06743923613 42053.788786368532 -145871.69114186356 -21345.384372495995 48378.642735967223 359013.75238095241 52335.856244682087 8626.3230566802031 -115660.5373630799 -137951.63018465909 168107.35411931819 -38869.745520833334 177310.75576171876 3805.1815006446923 -224905.02388070917 102571.83956298829 -81821.032442677519 -9360.6484653576681 66876.017099218749 -34727.676132812507 168649.08064236111 -22641.55492021277 1941.8989820307324 -25.999573084133289
leaf_weight=1892099 1525805 56554 108 22 1517 26 45 58 82 156 115 21 101 1573 97 22 44 30 32 8736 26 32 169 1360 125 40 36 47 246221 338505
leaf_count=1892099 1525805 56554 108 22 1517 26 45 58 82 156 115 21 101 1573 97 22 44 30 32 8736 26 32 169 1360 125 40 36 47 246221 338505
internal_value=0 81.8839 -1753.59 -2961.09 -18798.8 -16849.6 -21831 -56300.2 -76457.6 -48139.3 3864.61 17577.8 105125 12337 7353.43 -41571.9 33288.5 84197.7 76445.5 1024.95 -13304.3 -18351.3 -14910.9 -17369.7 12914.4 45267.5 74623.6 28254.9 134.628 802.659
internal_weight=0 2.548e+06 71174 58583 2029 2007 1858 341 283 201 12591 2160 122 2038 1891 193 96 74 147 10431 1695 1587 1561 1529 1698 149 109 73 2.47682e+06 584726
internal_count=4073804 2547999 71174 58583 2029 2007 1858 341 283 201 12591 2160 122 2038 1891 193 96 74 147 10431 1695 1587 1561 1529 1698 149 109 73 2476825 584726
is_linear=0
shrinkage=0.1


Tree=1216
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 7 0 1 6 1 1 6 0 1 1 2 0 0 0 1 2 1 1 0 7 1 1
split_gain=4.94117e+12 5.32176e+13 7.82665e+13 8.08062e+13 9.71342e+13 7.06281e+13 1.38119e+14 8.20813e+13 6.29204e+13 6.24028e+13 9.85296e+13 5.94878e+13 5.67051e+13 1.32421e+14 5.59744e+13 5.43511e+13 4.92384e+13 5.45808e+13 4.50427e+13 4.36668e+13 4.62829e+13 1.12622e+14 1.24358e+14 1.17215e+14 1.4703e+14 1.63352e+14 1.08699e+14 8.33688e+13 7.36908e+13 6.9728e+13
threshold=5.5000000000000009 55.303261650000003 52.07762420000001 45.126607350000008 43.56803845000001 45.71452080000001 49.230435000000007 49.095306150000006 6.0000000000000009 54.962581500000006 37.442254400000003 52.330000000000005 37.488790500000007 37.768783500000005 95.045000000000016 54.188398350000007 37.843405600000004 38.657016300000002 4244.5000000000009 53.310923100000004 53.715816400000008 54.431501800000014 54.62357655000001 2851.5000000000005 59.999510900000011 52.380799750000001 54.86311005000001 6.0000000000000009 52.061190950000004 61.400814300000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 7 8 -7 -4 11 -11 -12 -14 -5 -6 -15 -18 -10 -8 -21 22 -22 26 25 28 27 -23 -25 -26
right_child=-2 -3 3 5 15 6 19 -9 18 10 12 -13 13 16 -16 -17 17 -19 -20 20 21 23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=657.23535402284722 -68.865007208466935 896.11000792453206 -1114.1924591835284 9042.3282707239796 -31059.037120783018 -20703.141234156756 -4018.0195193529516 -76891.736733242709 -28966.865474541242 -20219.967745966082 16162.389617919922 -61570.958659945085 -49331.037207421876 36567.369660617507 118621.74062500001 -4002.3323606329832 -19907.533268448649 -1157.4698468418546 59332.46933912798 2981.2341893991315 -28315.943314742341 12594.519726130371 -5067.6985283759586 -21480.118152962154 5522.6327243911537 -23405.20551549126 -27126.915812479274 -26011.90559397883 15440.678561576569 -1129.3740027785541
leaf_weight=305074 2928705 541316 20107 5700 2284 3073 40264 243 86 1090 982 511 750 271 47 1100 2227 5126 176 33569 2719 12300 14962 728 18072 5766 801 586 2100 123069
leaf_count=305074 2928705 541316 20107 5700 2284 3073 40264 243 86 1090 982 511 750 271 47 1100 2227 5126 176 33569 2719 12300 14962 728 18072 5766 801 586 2100 123069
internal_value=0 176.129 -469.363 -1619.97 -6175.43 -1026.14 -1269.89 -20780.9 -16692.5 -4422.8 -10494.4 -33418.2 -6571.65 -9237.61 9938.49 -22264 -5293.48 -6836.29 30348.7 -996.054 -429.252 -1061.41 -8642.83 -241.164 -1050.87 -13749.9 8617.01 10838.9 5936.32 -277.637
internal_weight=0 1.1451e+06 603783 298709 34448 264261 258514 3578 3335 31064 10957 1601 9356 8374 5747 3384 7624 7353 262 254936 214672 181103 17681 163422 149735 8594 13687 12886 2828 141141
internal_count=4073804 1145099 603783 298709 34448 264261 258514 3578 3335 31064 10957 1601 9356 8374 5747 3384 7624 7353 262 254936 214672 181103 17681 163422 149735 8594 13687 12886 2828 141141
is_linear=0
shrinkage=0.1


Tree=1217
num_leaves=31
num_cat=0
split_feature=1 6 1 0 2 5 4 1 3 6 4 0 7 6 0 4 6 0 4 1 6 5 6 6 0 0 6 4 4 0
split_gain=4.80266e+12 1.9862e+13 1.99183e+13 5.26002e+13 3.0929e+13 3.00009e+13 3.10135e+13 2.7792e+13 2.63992e+13 3.20351e+13 2.53382e+13 2.40744e+13 2.40631e+13 5.38629e+13 4.86338e+13 3.61955e+13 2.91267e+13 2.42322e+13 2.36907e+13 3.12439e+13 2.29137e+13 2.25239e+13 2.0678e+13 2.36943e+13 3.28028e+13 3.22501e+13 3.10221e+13 2.83245e+13 2.3527e+13 2.06179e+13
threshold=91.292296250000007 46.010000000000012 92.948588300000011 53.506098950000009 4046.5000000000005 1.5000000000000002 15.500000000000002 94.478249850000012 4.5000000000000009 78.010000000000005 24.500000000000004 55.988910100000005 6.0000000000000009 92.02500000000002 56.148747500000006 5.5000000000000009 88.825000000000003 56.105603650000006 4.5000000000000009 91.443676550000006 51.805000000000007 2.5000000000000004 47.805000000000007 48.025000000000013 61.78914120000001 52.02416370000001 53.705000000000005 14.500000000000002 15.500000000000002 56.148747500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 22 7 -7 9 -8 18 -12 13 14 17 -15 -14 20 19 -5 -4 -19 -6 24 27 26 -25 -24 -29 -20
right_child=1 2 4 10 5 6 8 -9 -10 -11 11 -13 16 15 -16 -17 -18 21 29 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-20.659618825806959 -774.99063495793166 -19580.090332621508 8076.7541415357082 -28358.468899330906 11822.054360053377 30975.392341245795 9440.9941707778253 946.43402757696242 21204.266780385737 -57731.651028843124 26783.809109669815 -14743.927861033619 3350.9168081520643 -16819.976062011719 -28870.294812626573 -120519.08225682218 98387.525852272738 -1274.5094625477022 4776.248998988176 4653.8967633474449 -10876.883604669589 32829.982980552624 13587.84166765911 -13187.433100141105 -116187.4161505682 -1617.1550036731069 -91383.526479108143 -114096.16741677989 13645.365001860118 28941.888855117246
leaf_weight=3931467 61950 972 823 500 262 311 251 34293 1374 99 159 1144 1416 64 881 71 33 477 31990 672 2835 326 82 118 55 666 89 46 21 357
leaf_count=3931467 61950 972 823 500 262 311 251 34293 1374 99 159 1144 1416 64 881 71 33 477 31990 672 2835 326 82 118 55 666 89 46 21 357
internal_value=0 570.636 1607.64 3364.6 197.361 1326.66 1868.49 1216.32 14958.8 -9559.27 4005.06 -9676.46 -5944.35 -8976.12 -7399.64 -71358 5515.31 -3159.42 4536.91 -9429.88 -6612.57 12571.1 -13373.3 -19502.6 -50186.2 -12332.5 -46808 -25823.3 -74057.8 5042.95
internal_weight=0 142337 80387 35794 44593 37667 36328 34604 1724 350 34822 1303 6926 5477 5342 135 1449 4461 33519 1172 3658 803 1339 1077 204 873 207 149 67 32347
internal_count=4073804 142337 80387 35794 44593 37667 36328 34604 1724 350 34822 1303 6926 5477 5342 135 1449 4461 33519 1172 3658 803 1339 1077 204 873 207 149 67 32347
is_linear=0
shrinkage=0.1


Tree=1218
num_leaves=31
num_cat=0
split_feature=6 4 1 0 1 6 2 5 6 0 1 0 4 0 6 6 1 1 6 0 4 1 1 1 1 1 0 0 6 0
split_gain=4.76752e+12 2.14839e+13 7.71158e+13 7.9127e+13 1.43481e+14 1.15135e+14 6.95787e+13 6.52836e+13 8.46525e+13 1.48114e+14 1.28768e+14 1.01111e+14 1.46115e+14 8.94718e+13 9.78295e+13 7.73434e+13 1.19335e+14 2.0209e+14 1.30105e+14 7.08358e+13 6.99862e+13 6.81346e+13 6.80558e+13 6.3968e+13 1.83369e+14 6.00289e+13 1.82074e+14 1.91651e+14 9.36241e+13 6.71933e+13
threshold=42.005000000000003 5.5000000000000009 61.438154000000004 57.100506200000005 82.648284550000014 86.920000000000016 75.000000000000014 2.5000000000000004 46.010000000000012 55.801384500000005 37.740454950000007 55.759969450000007 4.5000000000000009 55.667390500000003 56.805000000000007 50.010000000000012 37.343102500000008 37.374856000000008 69.605000000000004 55.82518790000001 3.5000000000000004 37.374856000000008 37.425454150000007 37.618684050000006 37.563506350000004 60.307188350000011 55.080855950000007 57.100506200000005 47.005000000000003 55.173955500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 11 19 12 15 14 -14 -10 -17 -18 23 20 -11 -16 -15 24 -19 -8 -27 28 -28 -30
right_child=1 -3 3 -5 -6 -7 25 -9 9 10 -12 -13 13 22 21 16 17 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=149.728636040716 -2221.1204496566893 -249.17211326095403 -9220.9577719754125 5095.6548456131131 -1106.5523319274464 -52325.619681506425 827.39521555411125 2637.7648122358696 -67377.7564327695 -125880.15513980263 -119731.48250359572 18630.454955848538 -64651.066461416398 -108795.51590576173 -88596.525000000009 -25251.416392768835 277605.78236019739 40967.705715832082 -120010.89837101065 -61709.412311925553 19033.39572708862 -320884.05145089288 -20509.675950731664 -2212.3726103940221 264710.88680186169 -31164.554069126199 1534.3162398017334 -35856.456846739078 24865.471883993552 8977.6026481885474
leaf_weight=1397217 4674 1961804 16402 16445 133450 644 489150 5418 109 38 239 829 260 96 23 297 38 166 47 425 271 28 965 115 47 1375 18501 1077 3057 20597
leaf_count=1397217 4674 1961804 16402 16445 133450 644 489150 5418 109 38 239 829 260 96 23 297 38 166 47 425 271 28 965 115 47 1375 18501 1077 3057 20597
internal_value=0 -78.1605 391.2 -1490.41 -2210.09 -10849.5 964.575 -5972.94 -11355.7 -22048.3 -55979.2 -11116.2 -22371.4 -42323.6 -89491.2 11052.9 23093.6 57859.9 35592.3 -35220.6 1212.31 -216127 -28497.8 57889.1 90338.3 1147.64 4659.43 5798.82 6863.05 11030.9
internal_weight=0 2.67659e+06 714783 166941 150496 17046 547842 14085 8667 3993 973 3020 2191 1372 311 819 710 413 375 734 309 51 1061 328 213 533757 44607 43232 42155 23654
internal_count=4073804 2676587 714783 166941 150496 17046 547842 14085 8667 3993 973 3020 2191 1372 311 819 710 413 375 734 309 51 1061 328 213 533757 44607 43232 42155 23654
is_linear=0
shrinkage=0.1


Tree=1219
num_leaves=31
num_cat=0
split_feature=2 6 4 0 1 1 1 1 1 0 2 1 0 0 0 1 0 4 1 6 0 1 1 1 1 1 4 1 0 0
split_gain=4.67772e+12 2.60838e+13 5.81552e+13 1.35989e+14 1.09265e+14 1.6351e+14 1.02896e+14 9.64994e+13 1.00423e+14 9.40709e+13 1.31655e+14 9.03421e+13 9.32469e+13 8.84253e+13 1.22264e+14 1.00225e+14 1.4261e+14 1.78565e+14 1.23397e+14 1.11111e+14 9.78986e+13 1.97339e+14 1.14679e+14 9.42947e+13 2.66242e+14 3.06564e+14 1.98343e+14 1.69287e+14 1.74353e+14 1.03868e+14
threshold=451.00000000000006 58.305000000000007 16.500000000000004 55.910578700000009 37.843405600000004 37.729575300000008 36.865631950000008 37.873748150000004 37.897576350000001 55.348830750000012 75.000000000000014 38.066230450000006 55.111813300000001 55.775215600000003 55.743464250000009 37.858952300000006 55.783232450000007 10.500000000000002 37.71815560000001 73.41500000000002 55.753967500000009 37.873748150000004 37.131181300000009 37.290808600000013 37.46219940000001 37.374856000000008 11.500000000000002 37.488790500000007 55.702806750000008 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -9 11 -11 -3 -13 14 23 16 -15 19 -19 -18 21 22 -16 -12 25 -25 29 -26 -29 -27
right_child=-2 2 3 4 7 -7 -8 8 -10 10 13 12 -14 15 20 -17 17 18 -20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-200.6870342021767 -47.851683047322624 -18862.719217438716 638.57227180371638 116274.04602163463 29843.151372074924 -41686.047646377119 -10196.446464245011 -90261.722039175729 -1392.8973224974682 -395.95375208960149 -2970.4760793406626 10575.256462039317 -21148.672651864745 -61146.362884768925 -7885.1759598214285 -3411.1338548060021 8889.9345931979769 13410.760082813487 44479.456220819913 -10505.688886438813 16998.275161640326 35087.331973178247 195554.93676721101 42159.03942417301 -51515.536577214429 164140.71733870968 31039.671895559208 14017.790006827665 -23091.437550204409 397120.08503125003
leaf_weight=450284 3396489 3834 97506 65 1059 2003 6249 138 1618 49458 5682 3376 1277 296 35 13816 8737 4036 1871 4462 2285 898 133 538 444 31 38 15719 1377 50
leaf_count=450284 3396489 3834 97506 65 1059 2003 6249 138 1618 49458 5682 3376 1277 296 35 13816 8737 4036 1871 4462 2285 898 133 538 444 31 38 15719 1377 50
internal_value=0 239.959 1113.92 -556.879 -11027.9 -16791.7 -8894.49 6001.45 -8376.89 2647.05 3430.35 -7496.7 1868.73 6561.01 10785.4 3098.15 7733.35 8800.47 23251.5 2333.13 28672.7 53697.2 153172 8275.18 11786.6 74285.3 219528 9445.6 11028.8 307955
internal_weight=0 677315 227031 108638 11132 8317 6314 2815 1756 118393 109906 8487 4653 60448 27230 33218 19402 19106 5907 13199 3351 1066 168 23879 18197 657 119 17540 17096 81
internal_count=4073804 677315 227031 108638 11132 8317 6314 2815 1756 118393 109906 8487 4653 60448 27230 33218 19402 19106 5907 13199 3351 1066 168 23879 18197 657 119 17540 17096 81
is_linear=0
shrinkage=0.1


Tree=1220
num_leaves=31
num_cat=0
split_feature=6 1 1 2 0 2 0 0 0 1 4 2 0 6 0 4 0 4 1 0 0 1 1 0 7 1 4 4 0 0
split_gain=4.61714e+12 3.84644e+13 5.99902e+13 1.73218e+14 1.52912e+14 1.4371e+14 1.51869e+14 2.94805e+14 1.24974e+14 4.04555e+14 2.21115e+14 2.02105e+14 1.65542e+14 1.09518e+14 1.92529e+14 1.47338e+14 2.86126e+14 2.00419e+14 1.77054e+14 2.08979e+14 1.45453e+14 2.14196e+14 4.36247e+14 2.78771e+14 2.58389e+14 3.79541e+14 2.8294e+14 2.06517e+14 2.73272e+14 1.91989e+14
threshold=64.015000000000015 37.290808600000013 37.682335600000009 5873.0000000000009 55.988910100000005 5062.5000000000009 55.649510000000014 55.660117850000006 55.93962770000001 37.425454150000007 8.5000000000000018 75.000000000000014 55.972700350000004 70.00500000000001 55.696737300000009 6.5000000000000009 55.910578700000009 7.5000000000000009 37.401708450000008 55.834019500000004 55.783232450000007 37.534144550000008 37.618684050000006 55.710673100000008 6.0000000000000009 37.586700500000006 11.500000000000002 9.5000000000000018 55.759969450000007 55.743464250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -10 12 -12 -11 -9 -15 16 18 -17 19 -16 21 23 24 -19 25 27 -27 -23 -29 -24
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 -13 -14 14 15 17 -18 20 -20 -21 -22 22 29 -25 -26 26 -28 28 -30 -31
leaf_value=58.219984586687644 -1658.7547720421637 -1400.8968319971316 -211.52514287461059 -47721.281967636402 -19419.016082990929 61563.46973919536 57223.700237274825 -2960.8287076246502 -52348.477333305484 -37370.773177263378 -43341.617983014403 117519.41649759229 244231.50682744567 29432.874814035367 36302.2011602579 -59204.115981983581 222981.00375844596 -51627.795410585197 10039.752592984714 196876.70655741199 9321.7898202751639 26865.03040540541 27479.654871681181 18832.024045864102 -20677.939723115811 -188027.79546875 -577353.95821428567 -412984.34832928632 -98087.070645254629 -35621.449637261503
leaf_weight=3135942 150624 34131 705575 677 2914 430 1161 11817 374 226 89 638 23 3803 269 508 74 683 1820 116 16251 74 783 3157 170 40 35 37 108 1255
leaf_count=3135942 150624 34131 705575 677 2914 430 1161 11817 374 226 89 638 23 3803 269 508 74 683 1820 116 16251 74 783 3157 170 40 35 37 108 1255
internal_value=0 -194.671 85.4554 2651.39 3072.48 3911.97 3592.68 7509.75 6146.87 36083.8 69970.8 97826.7 -11359.3 5161.14 8449.95 5305.82 29563.8 2912.68 23072.7 84683.1 4309.36 -8534.69 -31302.1 6299.72 -118814 -175559 -369713 -109068 -178440 -11378
internal_weight=0 937862 787238 81663 80986 78072 77642 43511 42350 1350 976 727 249 41000 29183 25380 2279 23101 2205 385 22593 6342 2502 3840 464 294 75 219 145 2038
internal_count=4073804 937862 787238 81663 80986 78072 77642 43511 42350 1350 976 727 249 41000 29183 25380 2279 23101 2205 385 22593 6342 2502 3840 464 294 75 219 145 2038
is_linear=0
shrinkage=0.1


Tree=1221
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 2 6 0 6 2 6 6 0 3 6 6 0 1 0 2 0 6 1 1 1 1 5 0 4 0
split_gain=4.54497e+12 1.6312e+13 9.7827e+13 6.76944e+13 6.05043e+13 5.19653e+13 3.29661e+13 3.52631e+13 5.28974e+13 3.25874e+13 2.82302e+13 4.05237e+13 3.35525e+13 2.83607e+13 2.63059e+13 2.44611e+13 2.43679e+13 5.0615e+13 3.01821e+13 3.89834e+13 3.36112e+13 2.31222e+13 2.49493e+13 2.28957e+13 3.29939e+13 3.1041e+13 2.32633e+13 2.18079e+13 3.03005e+13 2.30077e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 3658.0000000000005 189.00000000000003 52.07762420000001 120.05000000000001 4046.5000000000005 105.00500000000001 55.405000000000008 53.310923100000004 5.5000000000000009 149.05000000000004 50.795000000000009 51.659529100000007 107.59716050000002 52.07762420000001 6680.0000000000009 51.768991500000006 93.050000000000011 92.791023150000015 92.948588300000011 92.791023150000015 92.90968070000001 3.5000000000000004 55.988910100000005 7.5000000000000009 56.020150250000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 7 -7 10 23 11 -9 13 -13 -10 -2 17 -17 19 -18 -21 27 -23 24 -4 26 -26 -5 29 -29
right_child=1 -3 3 21 5 6 -8 8 14 -11 -12 12 -14 -15 -16 16 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-25.336917387668748 1774.5814156370766 -444.68302830197399 -675.92871123811301 -15812.883837253392 7467.6792448043825 15799.450291126181 -55058.548607336954 32925.432494419649 244714.15691550929 21680.887348106986 -44921.29562872024 219019.22930743243 73804.906380089538 91507.732426313916 93400.317031250001 -59587.18501457628 30622.620407400562 -6734.7771314453639 -2243.1466126114356 -50448.710460069444 3553.4068803575306 -123182.02993861608 -10609.037412923179 -48391.95305524554 59536.587117627641 695.80676424050637 181635.66296875 97167.029813508067 -6204.2437675206802 15554.441616273538
leaf_weight=3852148 67929 107375 1137 613 256 106 23 140 27 2253 21 37 137 33 20 203 536 1687 30546 117 7731 35 45 84 71 79 20 62 255 78
leaf_count=3852148 67929 107375 1137 613 256 106 23 140 27 2253 21 37 137 33 20 203 536 1687 30546 117 7731 35 45 84 71 79 20 62 255 78
internal_value=0 440.329 1271.86 14244.1 19717.5 44620.5 62104.1 67276.4 80424.7 14250.4 67665.6 74479.2 102583 158907 180325 611.971 -1322.74 -12411.5 -784.396 4530.37 2748.33 -8112.64 -59859.7 2215.19 5467.67 46557.5 86371.5 -4005.73 14317.8 51697.2
internal_weight=0 221656 114281 5532 4444 800 544 521 415 3644 368 347 207 70 47 108749 40820 1890 38930 8384 7848 1088 80 1391 1307 170 91 1008 395 140
internal_count=4073804 221656 114281 5532 4444 800 544 521 415 3644 368 347 207 70 47 108749 40820 1890 38930 8384 7848 1088 80 1391 1307 170 91 1008 395 140
is_linear=0
shrinkage=0.1


Tree=1222
num_leaves=31
num_cat=0
split_feature=1 1 4 0 5 6 0 0 0 6 6 4 6 0 6 6 6 7 4 5 4 0 0 4 6 6 4 3 0 6
split_gain=4.42532e+12 4.52758e+13 6.33948e+13 1.0778e+14 1.33903e+14 1.61469e+14 1.0162e+14 1.29383e+14 7.17399e+13 8.13736e+13 1.13617e+14 2.00533e+14 1.05198e+14 9.28873e+13 1.00456e+14 1.11659e+14 1.00865e+14 9.08526e+13 2.57673e+14 1.43262e+14 1.40732e+14 7.98349e+13 1.18656e+14 1.24659e+14 7.66176e+13 6.74567e+13 6.38964e+13 6.27487e+13 8.57032e+13 5.80054e+13
threshold=37.649344350000007 37.631035900000008 7.5000000000000009 55.806294650000005 1.5000000000000002 50.795000000000009 55.728148450000006 55.783232450000007 55.696737300000009 53.005000000000003 58.045000000000009 17.500000000000004 56.010000000000012 55.876067900000002 98.020000000000024 85.020000000000024 73.00500000000001 6.0000000000000009 18.500000000000004 2.5000000000000004 23.500000000000004 55.806294650000005 55.743464250000009 14.500000000000002 56.805000000000007 54.410000000000004 5.5000000000000009 13.500000000000002 55.710673100000008 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 -1 3 4 6 -6 -3 26 -4 -10 11 -11 25 17 15 16 -15 21 27 20 -20 22 -12 -24 -14 -13 -8 28 -19 -5
right_child=-2 2 8 29 5 -7 7 -9 9 10 13 12 24 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=102.21646004896888 -54.030521020482688 49765.451394891403 -8008.603905860693 1348.3937035831405 -50016.372392887446 53912.92086990158 177390.07671396685 5515.9784904233875 12.162349417638925 20583.383855335065 3342.2887212630808 130031.64946598101 304223.99041666667 -15275.203687579706 191255.54712500001 -76465.20023998039 47680.661985988962 45662.287561539582 3610.7864713961699 119525.26631816789 -182249.86798691863 27895.821202779262 -44891.993893462837 -248197.02118459303 128279.12840909092 -15798.705899911558 364668.83976293105 222182.66089527027 131596.26056964687 -105021.84821354167
leaf_weight=847130 3210903 141 3845 162 221 462 49 31 5898 599 327 79 45 1069 25 223 334 242 775 102 43 483 101 43 55 53 29 37 223 75
leaf_count=847130 3210903 141 3845 162 221 462 49 31 5898 599 327 79 45 1069 25 223 334 242 775 102 43 483 101 43 55 53 29 37 223 75
internal_value=0 201.051 5509.87 27907.2 43204.3 20284.3 105822 178335 3715.14 7906.08 17489.9 51155.3 130089 10542.8 -7676.68 -10735.3 -287.849 23203 39219.5 7775.21 -6159.39 -670.811 -29965.3 -105601 207454 71478.6 247019 96846.6 86873.6 -32313.1
internal_weight=0 862901 15771 1170 933 683 250 109 14601 10756 4858 831 232 4027 1651 1626 1403 2376 1422 920 818 954 471 144 100 132 78 502 465 237
internal_count=4073804 862901 15771 1170 933 683 250 109 14601 10756 4858 831 232 4027 1651 1626 1403 2376 1422 920 818 954 471 144 100 132 78 502 465 237
is_linear=0
shrinkage=0.1


Tree=1223
num_leaves=31
num_cat=0
split_feature=2 4 3 0 1 1 0 1 0 1 4 4 1 4 4 6 0 1 4 4 6 3 5 4 4 1 0 1 1 1
split_gain=4.59614e+12 2.1477e+13 2.73148e+13 2.12405e+13 2.00394e+14 2.13264e+14 9.42683e+14 3.19641e+14 3.44866e+14 2.76371e+14 2.38864e+14 2.0406e+14 1.64049e+14 1.39515e+14 1.72295e+14 1.5472e+14 1.52279e+14 1.0409e+14 1.03064e+14 1.90308e+14 1.83606e+14 1.22392e+14 8.95987e+13 8.78416e+13 8.20188e+13 8.14225e+13 7.82447e+13 1.58611e+14 1.49945e+14 2.31416e+14
threshold=36.000000000000007 34.500000000000007 30.500000000000004 55.840017500000009 37.702956500000006 37.618684050000006 55.850146250000009 37.503969450000007 55.858844800000007 37.517483500000004 10.500000000000002 16.500000000000004 37.374856000000008 20.500000000000004 21.500000000000004 85.020000000000024 55.858844800000007 37.534144550000008 25.500000000000004 26.500000000000004 83.820000000000007 4.5000000000000009 2.5000000000000004 7.5000000000000009 18.500000000000004 37.543519500000009 55.81943720000001 37.425454150000007 37.600779750000008 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 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 26 5 7 10 12 -9 -10 -7 -6 23 15 -15 -8 22 -11 20 -20 -16 -22 -17 -5 -25 -19 -1 -28 29 -29
right_child=1 -3 -4 4 11 6 13 8 9 17 -12 -13 -14 14 18 16 -18 25 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-424.12427061499687 31.265859849985521 -10879.065886007338 21495.036150793687 -80777.465934809123 -9616.875328108843 -43975.579840494793 16661.533412232555 -33234.371472340972 -64331.613448983655 -14896.007812739619 103655.92686759852 -106423.75765301406 21357.963922178507 -57037.923388358373 -20907.44059718326 -167256.82949999999 -90340.04924241759 12849.721572910237 150351.25731436355 11756.289828625848 -74407.285907451922 40184.983371848473 30915.737248563222 7542.889789259686 -20257.835434784531 -2695.2820419820832 -54217.971015769785 -2619.4027816165217 -22919.100053488917 66756.7128790079
leaf_weight=229386 3781002 1804 593 137 612 120 7547 4657 702 3859 1264 338 6837 623 3122 25 278 5701 109 1088 104 898 261 4066 1436 8239 742 4523 3193 538
leaf_count=229386 3781002 1804 593 137 612 120 7547 4657 702 3859 1264 338 6837 623 3122 25 278 5701 109 1088 104 898 261 4066 1436 8239 742 4523 3193 538
internal_value=0 29.4278 34.6316 -383.385 1447.32 2293.79 12110.9 -1959.65 -8911.27 -2788.75 90855.5 -44059.7 10944 4356.95 -7281.42 12885.9 -37636.4 -361.473 -1455.77 24376.9 -8953.75 28291.2 13593 -1682.46 287.012 3662.11 -782.907 -9931.4 -5950.22 4755.49
internal_weight=0 3.7834e+06 3.7816e+06 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 14055 5944 8111 564 17799 5321 1197 4124 1002 286 5639 5502 13940 238382 8996 8254 5061
internal_count=4073804 3783399 3781595 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 14055 5944 8111 564 17799 5321 1197 4124 1002 286 5639 5502 13940 238382 8996 8254 5061
is_linear=0
shrinkage=0.1


Tree=1224
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 0 1 0 4 3 0 6 2 0 0 1 4 1 0 1 0 1 1 6 0 0 5 0 1 0
split_gain=4.00008e+12 2.15699e+13 4.59926e+13 3.26274e+13 6.35136e+13 2.69559e+13 3.29357e+13 2.9435e+13 3.77644e+13 5.55388e+13 9.32539e+13 2.68123e+13 3.78716e+13 2.99269e+13 1.13425e+14 4.61716e+13 4.32638e+13 3.58281e+13 8.2304e+13 5.39275e+13 1.40755e+14 1.9316e+14 1.59314e+14 1.25204e+14 1.1588e+14 1.27363e+14 1.83232e+14 9.77915e+13 1.16763e+14 1.06352e+14
threshold=42.005000000000003 45.005000000000003 37.957884500000006 3.5000000000000004 4.5000000000000009 57.892117950000006 39.763755750000009 55.759969450000007 24.500000000000004 4.5000000000000009 55.034466500000008 49.010000000000012 915.50000000000011 55.883833400000007 55.79439725000001 37.978059650000013 8.5000000000000018 37.401708450000008 55.633951400000008 37.682335600000009 55.702806750000008 37.534144550000008 37.46219940000001 46.010000000000012 55.676890650000011 55.667390500000003 1.5000000000000002 55.759969450000007 37.586700500000006 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 12 13 14 17 -16 -15 18 -3 20 24 22 -22 27 25 -19 -27 -23 -29 -30
right_child=1 11 3 4 5 6 -8 -9 9 -11 -12 -13 -14 16 15 -17 -18 19 -20 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=137.14909806822706 1195.0648649621562 3878.5555840694783 2585.5925749324897 -8698.3224546324109 -533.03238721571131 -14117.728299194467 5581.3128971620981 -3280.7935857720595 346.80304489135744 -3925.3966650889352 -56313.183591416921 -93.720754815394173 1330.5251176811307 11327.719077809543 -19270.298691179316 390.06061177083757 -2426.7404403963556 89.940226908472809 -27348.750591656993 -3269.5220439591867 46721.168971298292 67404.406908815305 -25735.376049860814 31050.67729167697 -43348.680913554155 177642.49656640625 9309.8489039019823 32711.082145579272 362372.79070723685 136303.56007133154
leaf_weight=1397217 88148 1940 18815 12440 154159 937 9011 71284 576 4932 586 2004014 270978 3748 5289 1543 5866 5804 1494 11491 466 335 870 869 584 100 183 41 38 46
leaf_count=1397217 88148 1940 18815 12440 154159 937 9011 71284 576 4932 586 2004014 270978 3748 5289 1543 5866 5804 1494 11491 466 335 870 869 584 100 183 41 38 46
internal_value=0 -71.5938 -790.692 -1432.48 -1730.2 -1371.24 3725.86 -1590.24 -838.247 -8559.21 -28227 40.4734 903.29 -1940.72 -3448.43 -14830 2935.41 -243.324 -9707.23 1317.1 6962.45 26389.2 -462.36 53382.1 -798.331 3284.04 68791.3 95569 171050 238573
internal_weight=0 2.67659e+06 360888 272740 253925 241485 9948 231537 160253 6094 1162 2.3157e+06 311685 40707 31093 6832 9614 24261 3434 20827 9336 2665 1336 1329 6671 6087 283 460 125 84
internal_count=4073804 2676587 360888 272740 253925 241485 9948 231537 160253 6094 1162 2315699 311685 40707 31093 6832 9614 24261 3434 20827 9336 2665 1336 1329 6671 6087 283 460 125 84
is_linear=0
shrinkage=0.1


Tree=1225
num_leaves=31
num_cat=0
split_feature=6 6 0 1 5 1 4 1 4 4 4 6 4 0 6 3 7 6 3 4 6 0 1 0 3 0 4 4 0 0
split_gain=4.0439e+12 2.15611e+13 2.92167e+13 5.29352e+13 2.15328e+13 2.08721e+13 2.09568e+13 2.11831e+13 2.57014e+13 4.54904e+13 3.3462e+13 3.20445e+13 2.28627e+13 3.00876e+13 2.31052e+13 2.2485e+13 2.16603e+13 2.07074e+13 2.0649e+13 2.0786e+13 3.94641e+13 3.10682e+13 3.07252e+13 3.42857e+13 2.8155e+13 3.08791e+13 1.53317e+14 3.6533e+13 2.56949e+13 2.87766e+13
threshold=31.005000000000006 33.57500000000001 43.687280500000007 39.939672500000007 5.5000000000000009 30.315889700000003 10.500000000000002 30.242318500000007 16.500000000000004 20.500000000000004 19.500000000000004 33.005000000000003 11.500000000000002 59.990753350000013 32.805000000000007 15.500000000000002 6.0000000000000009 32.515000000000008 1.5000000000000002 16.500000000000004 29.715000000000003 45.097384400000003 42.186961750000002 44.046956350000009 2.5000000000000004 43.472751400000007 11.500000000000002 3.5000000000000004 55.061158000000006 55.055052800000006
decision_type=2 2 2 2 2 2 2 2 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 18 6 -4 8 -8 10 -10 15 13 14 -9 -12 -15 -7 -1 20 -20 22 23 24 -22 26 27 -26 29 -21
right_child=1 -3 5 -5 -6 17 7 12 9 -11 11 -13 -14 16 -16 -17 -18 -19 19 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2185.8325274201325 20337.752661593902 -27.856057943552766 -3.3810278302605532 -4855.9613812886282 -104125.11857421877 -304.50867976760026 -6535.6891943527698 77365.847627314826 17486.772621173393 -839.83582424952567 57831.692061941969 -22401.842722039477 14998.440404042862 187593.06453125001 -42974.975440705137 136539.09751275511 67425.746176350905 1866.9517554404938 1966.0824404699499 -5094.7859561146533 781.12532374285274 -1487.0781171201616 -9451.8016138712574 2987.7925455070181 153132.05441576088 17946.547873737531 296577.45937500003 21271.00111400463 -144.8044861909288 -34434.946057412795
leaf_weight=50687 2065 3604074 3964 1399 20 99580 1242 27 738 1301 140 38 1700 20 39 49 60 78563 90587 11834 690 93130 1464 7726 23 1134 24 243 20899 344
leaf_count=50687 2065 3604074 3964 1399 20 99580 1242 27 738 1301 140 38 1700 20 39 49 60 78563 90587 11834 690 93130 1464 7726 23 1134 24 243 20899 344
internal_value=0 27.005 1062.61 10162.8 -367.583 894.455 5508.16 9588.81 5025.9 11362.8 27814.3 61390.2 18259.8 56234.7 6255.36 78237.3 97467.6 653.129 -360.14 45.558 438.698 -886.17 4064.52 6075.49 17360 25393.4 54512.9 32672.5 -2272.38 -5923.58
internal_weight=0 3.795e+06 190925 3464 278805 187461 9318 5354 3508 2266 965 227 1846 146 66 189 80 178143 278785 228098 195021 104434 11304 9840 2114 1424 290 266 33077 12178
internal_count=4073804 3794999 190925 3464 278805 187461 9318 5354 3508 2266 965 227 1846 146 66 189 80 178143 278785 228098 195021 104434 11304 9840 2114 1424 290 266 33077 12178
is_linear=0
shrinkage=0.1


Tree=1226
num_leaves=31
num_cat=0
split_feature=6 6 5 0 4 1 1 0 4 2 1 6 0 5 5 4 4 4 3 0 1 0 0 1 2 1 1 1 4 1
split_gain=4.45063e+12 7.27869e+12 5.70498e+13 2.33907e+13 3.10747e+13 2.54765e+13 4.28013e+13 2.26111e+13 2.23444e+13 2.67571e+13 2.48644e+13 2.19982e+13 2.09014e+13 1.15878e+14 4.27905e+13 1.99124e+13 1.95017e+13 1.92803e+13 1.85565e+13 1.82629e+13 2.9745e+13 3.42061e+13 2.0229e+13 1.80223e+13 1.79493e+13 1.53487e+13 1.45814e+13 1.89485e+13 3.9032e+13 1.50392e+13
threshold=19.050000000000004 27.215000000000003 1.5000000000000002 45.073441650000007 10.500000000000002 39.843340650000009 39.908802000000009 43.6005307 9.5000000000000018 7884.5000000000009 49.030112300000006 26.495000000000001 55.390026600000006 3.5000000000000004 2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 57.719618750000002 37.46219940000001 55.783232450000007 55.791814000000009 48.411058050000008 75.000000000000014 37.290808600000013 38.999037500000007 39.718675700000013 14.500000000000002 39.366401150000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -7 16 10 -10 23 -12 13 -4 -14 -2 17 -8 -16 20 25 -22 -23 -5 -24 -6 -17 29 -29 -28
right_child=1 -3 12 4 19 6 7 -9 9 -11 11 -13 14 -15 18 26 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-1467.3243632999283 -15486.486753208543 -9.615844914701638 -10430.526552825062 5593.2428746713995 -3981.691782117246 42931.056698719782 8709.9530601626539 10415.532236281444 6232.777852432042 27254.19170921902 -1510.5356787505507 8662.0428638877547 -19145.230604692562 211492.23580729167 -136237.34327445654 -9893.9384250814273 -2559.4652038106519 -58033.526034238683 -43717.11341463415 -9496.7737037187035 -4139.229624279661 51838.911181121177 -6815.7814780200397 30612.523037542665 8226.6580681139512 15302.091045721369 3901.9760180079302 -19284.721600450401 85434.373370682573 30146.637785976603
leaf_weight=20567 1843 3988583 1198 16581 536 274 61 961 1971 874 11616 2602 887 24 46 1672 522 149 41 2119 11604 94 1011 293 3683 1795 1336 562 38 261
leaf_count=20567 1843 3988583 1198 16581 536 274 61 961 1971 874 11616 2602 887 24 46 1672 522 149 41 2119 11604 94 1011 293 3683 1795 1336 562 38 261
internal_value=0 7.44553 1059.98 1616.98 2341.53 -3551.73 6263.7 329.355 4208.04 12690.7 3431.86 351.122 -14781.9 -6071.98 -25709.6 -6931.8 -12912.2 -38646.1 -92635.9 -697.694 298.154 -1204.9 5906.62 6027.68 4986.8 10867.9 -2856.77 2498.77 -12652.5 8191.18
internal_weight=0 4.05324e+06 64654 62458 54779 7679 1967 1693 33937 2845 31092 14218 2196 1222 974 5712 732 210 87 20842 18723 16392 4788 16874 4694 2331 3869 2197 600 1597
internal_count=4073804 4053237 64654 62458 54779 7679 1967 1693 33937 2845 31092 14218 2196 1222 974 5712 732 210 87 20842 18723 16392 4788 16874 4694 2331 3869 2197 600 1597
is_linear=0
shrinkage=0.1


Tree=1227
num_leaves=31
num_cat=0
split_feature=1 6 6 7 0 4 6 3 6 1 0 0 1 5 1 4 6 3 6 4 6 5 3 1 4 0 4 3 0 0
split_gain=4.06347e+12 1.79641e+13 1.62766e+13 1.86466e+13 2.84896e+13 2.16518e+13 1.65377e+13 1.59969e+13 1.86416e+13 1.53281e+13 2.00213e+13 4.9057e+13 5.6991e+13 7.5174e+13 2.58894e+13 5.10188e+13 3.06895e+13 2.52836e+13 2.45668e+13 2.28121e+13 1.94665e+13 3.16866e+13 1.85567e+13 3.39782e+13 2.03681e+13 2.61471e+13 3.66326e+13 1.81125e+13 1.73188e+13 4.79189e+13
threshold=91.292296250000007 85.020000000000024 99.050000000000011 6.0000000000000009 56.148747500000006 22.500000000000004 96.050000000000011 14.500000000000002 86.920000000000016 92.90968070000001 55.972700350000004 56.020150250000007 92.791023150000015 4.5000000000000009 92.865667950000017 13.500000000000002 138.05000000000004 11.500000000000002 114.05000000000001 16.500000000000004 149.05000000000004 4.5000000000000009 15.500000000000002 103.8879505 15.500000000000002 52.02416370000001 17.500000000000004 4.5000000000000009 55.633951400000008 56.020150250000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 -3 -9 10 -4 12 13 18 17 16 27 -14 -12 -17 -13 -22 24 -24 28 -26 -27 -16 -11 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 22 11 20 14 -15 15 19 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-19.003337615690459 248.87156703099964 8841.8672300493727 -8410.7939042237031 -29271.545189476376 35924.509945424397 35113.92788927802 27688.145762189513 47477.789299242431 -35158.782266737537 6328.6081227022059 95949.110000000001 3470.929260647682 -3822.262603684414 -16924.328703962055 -2032.1787760416669 -101161.80723544036 180376.18088378909 82915.526640124212 234882.44926339286 39813.947786458331 -135719.9527762277 8912.9394649621227 -24075.347507440478 158048.705625 -145594.2096875 -48481.152326660158 91484.803294836951 102469.26974927326 -94796.878290719702 -4342.7087612445539
leaf_weight=3931467 134234 3483 347 525 96 58 446 33 158 1241 20 372 243 28 27 22 32 39 35 24 28 33 21 20 20 100 23 43 66 520
leaf_count=3931467 134234 3483 347 525 96 58 446 33 158 1241 20 372 243 28 27 22 32 39 35 24 28 33 21 20 20 100 23 43 66 520
internal_value=0 524.888 5097.37 539.08 -14554.1 -22866.1 9504.08 7296.65 -20881.3 3640.85 12135.2 19671.6 40593 116458 25949.3 59819.7 99248.5 8173.39 184361 -27609.2 -5115.12 -57475.9 -1820.71 64765.7 -3206.52 -39551.4 -22308.7 62161.6 -361.795 -14530.4
internal_weight=0 142337 8103 3983 679 583 4120 3674 191 3304 1293 946 513 83 430 148 102 282 55 46 433 61 2011 41 1970 143 123 70 1827 586
internal_count=4073804 142337 8103 3983 679 583 4120 3674 191 3304 1293 946 513 83 430 148 102 282 55 46 433 61 2011 41 1970 143 123 70 1827 586
is_linear=0
shrinkage=0.1


Tree=1228
num_leaves=31
num_cat=0
split_feature=6 0 1 0 3 1 4 3 4 3 4 2 3 4 1 5 1 1 1 1 1 1 4 3 5 1 1 5 0 0
split_gain=3.94221e+12 1.07743e+13 2.0172e+13 1.99545e+13 2.62806e+13 1.03062e+13 2.30014e+13 1.80491e+13 1.85308e+13 1.73813e+13 1.47554e+13 2.30842e+13 2.07727e+13 1.53894e+13 1.91952e+13 4.06847e+13 3.50596e+13 4.17976e+13 5.95571e+13 1.46345e+13 1.27034e+13 2.93693e+13 2.49295e+13 2.43707e+13 3.09108e+13 2.22319e+13 1.97846e+13 2.44707e+13 4.24593e+13 3.35245e+13
threshold=247.90000000000001 60.028671700000011 30.303340300000002 59.905532300000012 4.5000000000000009 38.948208550000011 19.500000000000004 1.5000000000000002 3.5000000000000004 17.500000000000004 15.500000000000002 2632.5000000000005 16.500000000000004 11.500000000000002 37.780517050000007 2.5000000000000004 37.517483500000004 37.331232350000008 36.049731800000011 38.247071200000008 39.843340650000009 39.079932600000006 3.5000000000000004 11.500000000000002 2.5000000000000004 61.438154000000004 39.908802000000009 2.5000000000000004 56.638205000000006 56.872182500000008
decision_type=2 2 2 2 2 2 2 2 2 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 20 -2 -9 -8 13 -12 -13 14 16 19 17 18 -10 -16 21 22 -7 26 -25 -26 -22 -28 -29 -30
right_child=1 2 -4 4 -6 6 9 8 10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-2.7551135676377561 -25135.20183937157 124638.049296875 14530.901392094776 -125545.01595982144 3629.6322916666668 -91056.827083333337 -110328.11215820313 89516.177699005915 -21164.772567806605 -8358.8733258928569 11377.91313706342 144916.31584990531 21116.513145380435 -44474.657489483179 -5619.7729543685919 -91729.301780523267 116801.16749237804 -108167.26018880209 157088.14415409483 98956.203328804346 95538.448386548916 -45484.970672316784 24394.793954449928 -16416.050484913794 190572.47083333333 45062.306398809531 16622.500139517342 173.54541145462372 -145194.89568876379 -30535.170706954657
leaf_weight=4070611 91 20 99 28 36 21 32 39 53 35 85 33 23 52 32 43 41 24 29 23 23 168 171 29 21 21 732 1053 34 102
leaf_count=4070611 91 20 99 28 36 21 32 39 53 35 85 33 23 52 32 43 41 24 29 23 23 168 171 29 21 21 732 1053 34 102
internal_value=0 3512.37 33036.3 2369.45 -52884.3 3544.28 722.207 15677.2 23463.2 -57060.6 17581.8 44220.1 94070 4935.27 15422.3 -18859.2 38276.6 7903.86 41875.9 38112 2352.29 -14950.4 11767.3 5443.6 62989.6 117817 3341.86 2238 -6617.72 -59200.1
internal_weight=0 3193 119 3074 64 3010 2442 568 477 67 438 141 56 297 245 98 147 106 82 55 2375 360 192 2015 71 42 1944 1921 1189 136
internal_count=4073804 3193 119 3074 64 3010 2442 568 477 67 438 141 56 297 245 98 147 106 82 55 2375 360 192 2015 71 42 1944 1921 1189 136
is_linear=0
shrinkage=0.1


Tree=1229
num_leaves=31
num_cat=0
split_feature=6 2 6 3 1 1 0 6 4 4 6 1 6 3 4 1 4 3 0 7 3 4 1 4 3 0 6 6 3 6
split_gain=3.96995e+12 2.64418e+13 2.72732e+13 4.95372e+13 4.51353e+13 7.80953e+13 1.10895e+14 1.43812e+14 1.61482e+14 8.6362e+13 1.73741e+14 5.2254e+13 6.77013e+13 5.12523e+13 4.67847e+13 4.40281e+13 6.64058e+13 4.39072e+13 4.355e+13 4.08634e+13 5.16047e+13 4.01989e+13 3.97063e+13 1.01184e+14 5.36772e+13 8.43588e+13 3.8107e+13 4.79052e+13 3.75927e+13 3.64446e+13
threshold=112.00500000000001 2882.5000000000005 128.05000000000004 1.5000000000000002 65.534455000000023 65.574968200000015 57.14107305000001 122.65000000000002 14.500000000000002 9.5000000000000018 116.05000000000001 61.511492200000006 118.04500000000002 3.5000000000000004 25.500000000000004 65.559704250000024 24.500000000000004 3.5000000000000004 57.174562350000009 6.0000000000000009 27.500000000000004 6.5000000000000009 82.886781200000016 16.500000000000004 7.5000000000000009 54.992080650000005 120.05000000000001 122.65000000000002 4.5000000000000009 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 13 14 21 -6 29 17 -17 -11 22 20 -16 -13 23 24 28 -26 -12 -28 -7 -5
right_child=1 2 -4 4 5 18 7 8 -10 15 26 12 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=12.906941980233041 1578.164957041743 -25023.985906729617 8.3199939719638945 -5095.1997560434429 317552.70284090913 7116.2571986728253 32143.431764547418 95629.212442835371 373774.80128348217 -131691.72103794644 36706.335346999127 38444.952726236981 -3210.715832971644 125761.23996710527 150476.03472115655 49790.986964153424 -117121.92375000002 -30434.336696213944 -59239.429283728969 -2635.9791969476746 -17833.139872685188 -99200.286268357246 -3344.2303252366614 158222.96459397537 125309.35482336956 -87916.152351379395 -121781.74960937501 49427.620883413467 78095.221820603751 -23272.557353043594
leaf_weight=4005334 28415 1183 21546 8754 22 216 290 82 28 56 107 24 216 38 56 116 30 182 130 86 27 183 5066 52 23 96 44 26 114 1262
leaf_count=4005334 28415 1183 21546 8754 22 216 290 82 28 56 107 24 216 38 56 116 30 182 130 86 27 183 5066 52 23 96 44 26 114 1262
internal_value=0 -755.026 -2410.19 -5225.54 -3873.72 2539.94 28008.4 69072.2 166430 1558.29 49026.9 -7935.46 -42374.7 196085 -6505.14 -27738.8 15493.8 -54259.6 -2024.45 45671.4 95724.9 -83241.4 -688.368 26167.1 10873.3 -46704.5 -823.169 -58189.7 31636.3 -7385.52
internal_weight=0 68470 40055 18509 17326 6718 1021 400 110 621 237 10608 423 60 10185 384 146 238 5697 169 83 207 5567 501 449 119 177 70 330 10016
internal_count=4073804 68470 40055 18509 17326 6718 1021 400 110 621 237 10608 423 60 10185 384 146 238 5697 169 83 207 5567 501 449 119 177 70 330 10016
is_linear=0
shrinkage=0.1


Tree=1230
num_leaves=31
num_cat=0
split_feature=1 0 6 3 4 0 4 6 4 6 7 6 3 6 6 5 6 0 5 3 5 7 6 6 6 4 6 6 6 3
split_gain=3.8721e+12 1.5811e+13 1.67597e+13 1.58827e+13 1.54569e+13 3.30521e+13 4.17074e+13 4.66526e+13 4.6795e+13 3.88097e+13 3.64801e+13 5.37135e+13 3.52157e+13 3.24754e+13 4.98692e+13 5.1687e+13 2.93296e+13 9.98952e+13 3.17101e+13 2.58819e+13 6.19356e+13 2.48901e+13 7.23111e+13 6.9454e+13 9.56113e+13 1.08599e+14 9.74832e+13 3.69509e+13 1.00315e+14 9.19053e+13
threshold=20.507515800000004 54.932051950000009 36.280000000000008 8.5000000000000018 9.5000000000000018 54.724612400000005 4.5000000000000009 75.010000000000005 8.5000000000000018 74.615000000000009 6.0000000000000009 87.395000000000024 5.5000000000000009 125.02000000000002 108.05000000000001 3.5000000000000004 78.605000000000004 54.707511300000007 2.5000000000000004 6.5000000000000009 3.5000000000000004 6.0000000000000009 102.04000000000001 81.02500000000002 85.020000000000024 5.5000000000000009 125.02000000000002 114.05000000000001 101.02000000000002 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 -4 5 6 13 9 21 -8 11 12 -10 14 -1 -16 18 -18 -12 -7 -21 23 -23 -9 -25 26 -26 28 29 -27
right_child=-2 2 3 -5 -6 19 7 8 10 -11 16 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=7362.0385943989886 -6.8917904859988965 -24592.697249483474 16824.450004432259 -28261.293007577184 3837.8062269711008 3233.855914182247 -5752.7120598733281 -114306.29110576923 -122258.61856060606 90817.097693452379 -189417.90210597828 -154264.21879595588 4918.0196289062505 -45136.161707694584 129854.34011948531 -22670.217140151515 78147.958154296881 -46261.732744666922 -37386.581135110297 20149.991136238241 179725.23605769232 -2155.5749175876526 -129487.92719298246 193846.31661416334 -165833.53984375001 141641.90187500001 69848.457016225962 -13328.517311932965 207157.74479166669 -70525.053539540822
leaf_weight=1460 4053548 121 1333 83 8187 2635 4549 39 33 42 23 68 64 106 68 33 80 334 34 377 26 205 57 31 54 35 26 62 42 49
leaf_count=1460 4053548 121 1333 83 8187 2635 4549 39 33 42 23 68 64 106 68 33 80 334 34 377 26 205 57 31 54 35 26 62 42 49
internal_value=0 1379.16 11129.2 14181.7 578.59 -1954.95 -5521.76 -9511.97 -26756.8 -4869.26 -45655.8 -86119.7 -38348.3 8425.99 12063.1 80019.6 -31480.5 -22221.2 -98732.6 6843.52 30445.2 -6723.95 -29857.7 11208.1 27579.5 8347.18 -89236.9 49872.3 80971.1 17877.8
internal_weight=0 20256 1537 1416 18719 10532 7494 5827 1236 4591 636 165 97 1667 1561 101 471 414 57 3038 403 600 262 338 299 268 80 188 126 84
internal_count=4073804 20256 1537 1416 18719 10532 7494 5827 1236 4591 636 165 97 1667 1561 101 471 414 57 3038 403 600 262 338 299 268 80 188 126 84
is_linear=0
shrinkage=0.1


Tree=1231
num_leaves=31
num_cat=0
split_feature=2 4 1 1 4 0 0 4 4 6 7 1 3 6 6 6 6 4 6 7 0 4 1 6 4 1 0 0 0 6
split_gain=3.83895e+12 2.00511e+13 6.96322e+13 7.27829e+13 2.03871e+14 1.26703e+14 1.74525e+14 9.24957e+13 7.59156e+13 1.76045e+14 1.92975e+14 1.38479e+14 6.72864e+13 6.66048e+13 1.03863e+14 6.06533e+13 4.6549e+13 6.05492e+13 1.05206e+14 9.39527e+13 8.16694e+13 5.06802e+13 4.90179e+13 4.61621e+13 4.3937e+13 1.13546e+14 1.00658e+14 6.18707e+13 4.90815e+13 7.43374e+13
threshold=36.000000000000007 25.500000000000004 37.600779750000008 37.682335600000009 29.500000000000004 55.850146250000009 55.834019500000004 26.500000000000004 31.500000000000004 76.605000000000004 6.0000000000000009 37.631035900000008 17.500000000000004 61.025000000000006 63.415000000000006 54.990000000000002 35.010000000000012 27.500000000000004 54.990000000000002 6.0000000000000009 55.753967500000009 26.500000000000004 37.618684050000006 138.05000000000004 31.500000000000004 37.702956500000006 55.743464250000009 55.649510000000014 55.749683450000006 66.010000000000005
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 23 4 16 6 24 12 9 10 -6 -12 -7 -9 -15 -8 -4 18 22 -20 -19 -21 -18 -3 25 26 -5 -26 29 -27
right_child=-2 2 3 5 8 7 15 13 -10 -11 11 -13 -14 14 -16 -17 17 20 19 21 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=-610.81388574138714 26.894731565196089 -2776.7187460717555 -16680.139553931451 -110372.54786800987 176917.94569310898 93227.719820601866 -36838.170899748329 -28423.167331715813 12112.625089526222 -332942.81875000003 -32329.859804528707 -304733.29261363641 275512.8517650463 264509.29892578127 33079.031514928844 -132811.11101694914 210435.36473214289 79728.48944864732 -218077.03616071428 -49575.486027151637 205984.15817945078 84791.231782414368 70200.659910603659 139011.38811141305 -61475.245462659608 600.96193653320313 -4469.675124608355 -2217.2085128644926 38925.058549143519 56563.549089763757
leaf_weight=264430 3783399 13833 62 95 39 81 149 113 2673 20 123 22 27 24 101 118 28 229 21 61 66 52 227 23 186 1250 1624 3342 1093 293
leaf_count=264430 3783399 13833 62 95 39 81 149 113 2673 20 123 22 27 24 101 118 28 229 21 61 66 52 227 23 186 1250 1624 3342 1093 293
internal_value=0 -350.385 2300.83 7837.04 19704.4 2776.37 260.167 62045.3 7625.06 -51175.3 -20548.4 -73660 138799 27215.9 77513.6 -79253.2 66289.2 73809.9 47900.2 -23840.1 107976 12257 85599 -2541.36 2953.31 9672.85 -10322.4 -5341.36 22712.2 11227.7
internal_weight=0 290405 25975 12119 3623 8496 8150 346 2877 204 184 145 108 238 125 267 746 684 389 134 295 113 255 13856 7883 4355 1719 3528 2636 1543
internal_count=4073804 290405 25975 12119 3623 8496 8150 346 2877 204 184 145 108 238 125 267 746 684 389 134 295 113 255 13856 7883 4355 1719 3528 2636 1543
is_linear=0
shrinkage=0.1


Tree=1232
num_leaves=31
num_cat=0
split_feature=1 5 6 6 4 5 0 3 0 5 4 6 3 0 0 0 0 0 5 6 4 1 1 4 0 1 4 4 4 0
split_gain=3.8552e+12 2.26042e+13 2.24786e+13 8.29839e+13 5.24998e+13 4.72904e+13 3.94393e+13 4.06528e+13 3.97356e+13 8.54286e+13 3.32868e+13 4.47504e+13 3.13191e+13 3.17877e+13 3.41179e+13 3.0742e+13 2.88199e+13 1.86948e+14 2.5202e+14 1.642e+14 1.49533e+14 1.41273e+14 1.04338e+14 1.41316e+14 1.07879e+14 1.52761e+14 1.22964e+14 1.34225e+14 1.02399e+14 1.79072e+14
threshold=30.303340300000002 7.5000000000000009 71.715000000000018 73.00500000000001 9.5000000000000018 1.5000000000000002 60.042359000000012 1.5000000000000002 60.064438250000002 2.5000000000000004 15.500000000000002 88.825000000000003 6.5000000000000009 59.950512650000007 59.939085000000013 59.990753350000013 59.963561900000009 59.990753350000013 2.5000000000000004 83.820000000000007 17.500000000000004 30.205407000000005 30.205407000000005 14.500000000000002 59.982409200000006 30.277905650000005 10.500000000000002 11.500000000000002 12.500000000000002 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 7 10 9 -8 -5 -12 13 14 -4 -15 -9 18 19 -18 28 -22 23 -20 25 -24 -26 -28 29 -19
right_child=-2 -3 3 6 5 -7 8 16 -10 -11 11 -13 -14 15 -16 -17 17 20 22 -21 21 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=116.78393516046204 19.894208064745854 105829.11918945314 -7060.0944077906115 -10017.936499163327 -152675.64369255514 -32933.946658552275 -106455.61794433594 -1608.7038527313875 -1704.8800554166965 -18173.3953276668 -20144.556640625 -134684.02503829656 -56718.08133761683 63642.106884387118 -107386.75078125001 586.92199238989633 138435.44268476698 -20049.441613752071 -237821.43538411462 11886.763081705729 94631.176242723654 8781.8664845518579 125707.55492466519 33145.855509868423 101388.29067847843 -88580.060333251953 -161365.33590116282 28305.091874792226 -34826.596218887928 45452.6815140822
leaf_weight=129091 3910268 20 580 2247 34 1102 128 19768 984 763 103 51 107 129 36 193 324 1398 39 150 204 3175 42 38 210 160 43 282 1540 595
leaf_count=129091 3910268 20 580 2247 34 1102 128 19768 984 763 103 51 107 129 36 193 324 1398 39 150 204 3175 42 38 210 160 43 282 1540 595
internal_value=0 -475.685 -488.688 -2759.16 -21637.2 -36517.8 -1482.24 -613.227 -15557.5 -30855.9 -13100.4 -58076.5 -5460.77 386.279 -12923.3 25848.2 458.773 5442.91 40421.1 98388.4 -1075.02 13964.8 6666.19 -104097 18238.5 -44025.2 41747.4 3210.24 -15459.3 -494.116
internal_weight=0 163536 163516 34425 2181 1136 32244 30369 1875 891 2401 154 1045 938 616 322 27968 8200 1288 474 6912 3379 814 77 737 202 535 325 3533 1993
internal_count=4073804 163536 163516 34425 2181 1136 32244 30369 1875 891 2401 154 1045 938 616 322 27968 8200 1288 474 6912 3379 814 77 737 202 535 325 3533 1993
is_linear=0
shrinkage=0.1


Tree=1233
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 7 0 0 0 4 0 0 6 0 0 0 0 4 6 4 6 6 6 5 6 4 6 0 5 4
split_gain=3.81471e+12 7.72983e+13 7.48429e+13 2.71974e+14 1.27879e+14 3.48054e+14 1.79513e+14 1.42249e+14 2.1544e+14 3.28809e+14 1.60064e+14 1.55094e+14 1.36328e+14 1.29435e+14 1.13376e+14 1.00345e+14 9.41017e+13 7.67666e+13 7.71366e+13 7.59544e+13 7.23236e+13 7.04153e+13 6.70266e+13 8.03712e+13 7.23814e+13 1.68022e+14 6.23917e+13 9.51267e+13 6.40234e+13 6.51368e+13
threshold=37.768783500000005 37.780517050000007 37.740454950000007 55.390026600000006 75.000000000000014 6.0000000000000009 55.728148450000006 55.676890650000011 55.685785750000008 32.500000000000007 55.721784200000009 55.660117850000006 63.140000000000008 55.922096200000006 55.910578700000009 55.622114900000007 55.81943720000001 16.500000000000004 76.00500000000001 19.500000000000004 60.305000000000007 61.025000000000006 43.605000000000011 2.5000000000000004 67.445000000000007 31.500000000000004 69.015000000000015 55.702806750000008 1.5000000000000002 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=2 -2 -1 -4 5 6 15 11 9 -9 -10 21 -6 14 -14 17 22 -5 -19 -16 -13 -7 -8 24 -24 -26 28 -28 -17 -30
right_child=1 -3 3 4 12 7 16 8 10 -11 -12 20 13 -15 19 26 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=15.4720344385209 -6934.993587578595 -17.975174796005216 -8352.2518491194023 -3493.7247883817577 13692.745437255733 -16336.147137497244 -23996.832842388732 -372613.74142857146 141960.64808238635 36059.860831163198 19664.471978956732 83041.748956705735 41452.861102258859 -24458.010016342476 85657.186183957296 -1931.103896587178 15052.212271035685 -54064.591587116316 -236099.71000000002 218567.2152726716 178658.7008375265 74909.946913243009 -81301.404880324451 -33826.683597069758 -379586.28147321427 -41639.025447328633 -25798.597739943249 38032.900528805272 19936.908852684617 115360.50238334038
leaf_weight=942605 16241 3084645 10084 411 5294 207 660 35 110 45 3951 240 1523 245 274 1888 296 338 25 51 118 143 314 353 28 31 1134 294 2147 74
leaf_count=942605 16241 3084645 10084 411 5294 207 660 35 110 45 3951 240 1523 245 274 1888 296 338 25 51 118 143 314 353 28 31 1134 294 2147 74
internal_value=0 -54.2033 172.757 5063.64 11751.4 5721.19 -7101.47 26857.8 19775.7 -142735 22977.1 68280.1 22234.6 43840.2 52894.9 635.258 -36130.3 -33090.8 -66601.4 106514 114558 20944.4 -47061 -68028.5 -100396 -202021 5349.71 -12656.8 11607.5 23116.3
internal_weight=0 3.10089e+06 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2093 1848 6311 1682 774 363 325 358 350 1386 726 373 59 5537 1428 4109 2221
internal_count=4073804 3100886 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2093 1848 6311 1682 774 363 325 358 350 1386 726 373 59 5537 1428 4109 2221
is_linear=0
shrinkage=0.1


Tree=1234
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 4 6 1 4 3 0 4 3 7 0 6 1 6 0 0 1 0 2 1 0 0 0 1 4 1
split_gain=3.88462e+12 9.0906e+13 6.29415e+13 7.9206e+13 8.51782e+13 8.69874e+13 7.28316e+13 8.79636e+13 7.42861e+13 5.992e+13 8.78668e+13 8.21122e+13 5.28038e+13 4.43149e+13 8.65777e+13 9.74045e+13 8.49737e+13 5.65736e+13 6.84697e+13 9.0736e+13 1.51653e+14 1.06677e+14 7.31917e+13 1.48877e+14 1.16574e+14 1.01483e+14 9.87227e+13 8.74081e+13 8.11912e+13 8.06272e+13
threshold=55.026775150000006 55.017684700000011 6.5000000000000009 82.901648750000021 82.92647190000001 17.500000000000004 87.015000000000015 82.948524700000021 9.5000000000000018 7.5000000000000009 55.02095400000001 15.500000000000002 18.500000000000004 6.0000000000000009 55.012854300000008 63.005000000000003 83.007653300000015 48.025000000000013 55.014086100000007 54.980317700000008 82.911604200000014 54.988402950000008 2911.0000000000005 38.109452700000006 44.739668300000005 53.244414800000008 51.659529100000007 44.064675150000006 20.500000000000004 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 -6 10 11 -8 -11 14 -1 -16 -17 -15 19 22 21 -21 23 25 29 28 27 -26 -19 -25
right_child=-2 2 3 4 6 -7 9 -9 -10 12 -12 -13 -14 17 15 16 -18 18 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-162.92468554335412 -83.233501691900202 1731.0653903718639 -9901.2643260988152 43468.390450334824 188274.70741048179 205292.83864329269 28175.787821691178 9635.2181512993047 29763.992922754052 -28199.269549077715 -107831.16482700892 189622.49132526678 48062.893706848146 -402.15771565821063 -2492.4753570935532 -16035.429077991934 120295.45811820653 -8191.0766083068702 -4232.1711267461942 25294.842087144614 10033.54202603321 -27889.075817192177 259.6388122506375 49104.246925226995 3005.1667357569354 -43765.287789391412 11201.064849254393 -19241.001687926266 38187.890080276338 15039.747621107801
leaf_weight=1199272 2359546 30107 1888 175 30 41 136 11213 2043 986 35 41 100 193460 30295 7482 46 5745 16895 476 24969 1816 130215 877 33025 765 16510 1866 404 3345
leaf_count=1199272 2359546 30107 1888 175 30 41 136 11213 2043 986 35 41 100 193460 30295 7482 46 5745 16895 476 24969 1816 130215 877 33025 765 16510 1866 404 3345
internal_value=0 114.565 4461.53 9387.6 11848.2 74185.1 10925 13133.8 32057.9 -11684 36945 65573 -21177 -7.42699 -311.491 -5022.16 -15202.4 866.607 1902.68 2373.79 7773.79 -16843.9 1610.06 4421.92 6142.13 -9417.16 4830.09 1815.42 -5143.9 22115.7
internal_weight=0 1.71426e+06 46795 16688 14800 216 14584 13286 2073 1298 212 177 1086 1.66746e+06 1.2371e+06 37823 7528 430368 236908 220013 27261 2292 192752 62537 55623 6914 51401 34891 6149 4222
internal_count=4073804 1714258 46795 16688 14800 216 14584 13286 2073 1298 212 177 1086 1667463 1237095 37823 7528 430368 236908 220013 27261 2292 192752 62537 55623 6914 51401 34891 6149 4222
is_linear=0
shrinkage=0.1


Tree=1235
num_leaves=31
num_cat=0
split_feature=1 1 4 0 5 6 0 0 4 0 6 0 0 4 0 6 4 4 7 6 4 4 6 3 6 6 6 6 6 0
split_gain=4.08754e+12 3.25945e+13 5.2326e+13 8.58665e+13 1.08924e+14 1.33611e+14 8.21946e+13 1.04279e+14 5.69064e+13 5.63377e+13 7.00336e+13 6.20649e+13 1.78534e+14 3.96199e+14 1.04651e+14 7.51966e+13 7.40608e+13 1.05622e+14 5.98452e+13 5.62401e+13 5.68662e+13 5.17493e+13 4.91327e+13 4.90816e+13 4.9077e+13 4.65633e+13 7.54785e+13 4.59017e+13 4.89126e+13 5.58349e+13
threshold=37.649344350000007 37.631035900000008 7.5000000000000009 55.806294650000005 1.5000000000000002 50.795000000000009 55.728148450000006 55.783232450000007 5.5000000000000009 55.696737300000009 38.010000000000012 55.866549750000011 55.834019500000004 22.500000000000004 55.81943720000001 46.010000000000012 15.500000000000002 21.500000000000004 6.0000000000000009 30.985000000000003 26.500000000000004 5.5000000000000009 43.905000000000008 5.5000000000000009 66.50500000000001 58.305000000000007 50.010000000000012 37.005000000000003 83.820000000000007 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 22 21 -6 27 19 12 13 14 -12 -15 18 -18 23 -11 -21 -8 -3 -13 -17 26 -5 -4 29 -29
right_child=-2 2 9 25 5 -7 7 -9 -10 10 11 16 -14 15 -16 24 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=109.36715806400638 -51.927579634014847 18699.401330773308 15152.956683818793 -36981.353442581305 -62364.422919265751 48618.17089114499 159390.18407007336 5240.810628780242 110677.77135416667 37377.100851815208 18828.840824016141 -24368.667305230036 71729.667497068556 -78889.266462862317 -116439.51794854527 -277956.65931372548 43588.360401696729 -2129.9519654432065 -30490.004268004013 -17091.379471987613 144628.59215198865 327929.93689385778 178467.46331521741 45152.970408060624 -96317.024925595251 -93849.029015625012 122674.27858573718 -9249.1606786687189 33851.155413210901 -44474.561062052264
leaf_weight=847130 3210903 118 735 123 200 462 49 31 21 228 4115 180 553 69 58 51 729 1647 986 1864 22 29 23 233 21 75 39 2342 211 557
leaf_count=847130 3210903 118 735 123 200 462 49 31 21 228 4115 180 553 69 58 51 729 1647 986 1864 22 29 23 233 21 75 39 2342 211 557
internal_value=0 193.225 4697.62 25045.9 38699.7 18027.7 95175.3 160390 -45921.5 3067.09 6781 10771.9 18235.4 11378.2 16948.8 -153488 1149.41 11897.3 -17104.3 -9533.83 -15204.9 222052 44760.9 14853 -224978 -28705 1454.26 -7322.2 -12633.8 -16017.2
internal_weight=0 862901 15771 1170 933 683 250 109 221 14601 10756 8642 4867 4314 4173 141 3775 2376 1399 2114 1886 78 141 413 72 237 162 3845 3110 2899
internal_count=4073804 862901 15771 1170 933 683 250 109 221 14601 10756 8642 4867 4314 4173 141 3775 2376 1399 2114 1886 78 141 413 72 237 162 3845 3110 2899
is_linear=0
shrinkage=0.1


Tree=1236
num_leaves=31
num_cat=0
split_feature=4 6 6 1 3 6 0 1 0 6 0 0 2 5 0 0 1 1 1 0 0 2 6 4 0 6 4 0 0 0
split_gain=3.90391e+12 1.41804e+13 2.86335e+13 2.90854e+13 2.04527e+13 2.01828e+13 2.77731e+13 4.83872e+13 2.40736e+13 2.00458e+13 2.17457e+13 6.28191e+13 2.75823e+13 3.60978e+13 1.79938e+13 2.96642e+13 1.61072e+13 3.09028e+13 2.69554e+13 2.40187e+13 4.37282e+13 1.78302e+13 2.65761e+13 1.96824e+13 1.42747e+13 1.3275e+13 1.42337e+13 1.32389e+13 2.74524e+13 1.80883e+13
threshold=2.5000000000000004 101.02000000000002 114.05000000000001 33.882313700000005 8.5000000000000018 110.01500000000001 43.6005307 45.126607350000008 47.207933300000008 99.050000000000011 43.687280500000007 43.472751400000007 6240.0000000000009 4.5000000000000009 45.036141150000006 46.323575350000006 49.111590500000005 43.80299105000001 82.991167100000027 56.105603650000006 56.006509350000009 4829.0000000000009 156.15000000000003 1.5000000000000002 55.173955500000005 106.49500000000002 1.5000000000000002 44.878071950000013 45.015054600000006 45.029425500000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -5 -8 -1 11 -11 13 -12 -7 -16 17 19 -18 20 27 22 -19 -24 -17 -10 -27 -4 -29 -30
right_child=-2 2 16 5 -6 14 8 -9 25 10 12 -13 -14 -15 15 24 18 21 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=477.92250267880718 -16.471960279892937 118471.81254882814 31740.115718826593 202573.12406250002 85862.609420340406 -12304.793880208334 -26932.807085676253 -12340.318954190341 39110.477781557238 -214.95213623046877 -10834.424017947948 -210592.97315340908 -66635.722810444087 93204.684733952701 170441.23296875 3658.7662988281249 28189.718479095733 -98377.598032041147 -14425.543277074203 -33444.777168807515 154459.57539062502 5939.9027620442712 53160.903819444451 -55775.135792151166 89837.210103462843 39183.242164668329 -25493.062100883151 -58358.019240920607 92974.393750000003 2727.5322444289832
leaf_weight=108978 3961637 32 153 20 28 30 157 22 178 40 338 22 76 37 25 40 452 79 221 163 20 60 27 43 37 54 92 74 23 646
leaf_count=108978 3961637 32 153 20 28 30 157 22 178 40 338 22 76 37 25 40 452 79 221 163 20 60 27 43 37 54 92 74 23 646
internal_value=0 581.775 7812.75 25381.4 406.941 20833.5 12014.8 89999.4 5205.3 385.088 -19336.1 -74865.2 -11702.4 -569.232 55774.4 75797.6 1657.89 -4893.31 14195.7 1923.85 8217.61 -40088.1 -58622.9 -13756.9 45069.2 20778.4 -1571.69 4953.28 -562.714 5830.19
internal_weight=0 112167 2648 687 109519 655 523 42 481 109491 513 62 451 375 132 102 1961 1288 673 1079 916 209 149 70 77 324 146 896 743 669
internal_count=4073804 112167 2648 687 109519 655 523 42 481 109491 513 62 451 375 132 102 1961 1288 673 1079 916 209 149 70 77 324 146 896 743 669
is_linear=0
shrinkage=0.1


Tree=1237
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 0 1 4 4 1 0 7 6 4 4 6 0 1 6 4 1 4 6 4 4 1 1 3 4
split_gain=3.77936e+12 1.8766e+13 1.45146e+14 1.62616e+14 7.46321e+14 2.57105e+14 2.79299e+14 2.24402e+14 1.95337e+14 1.44645e+14 1.36305e+14 1.67524e+14 2.84724e+14 1.33681e+14 1.19778e+14 1.35991e+14 1.22459e+14 1.20329e+14 1.10849e+14 1.15827e+14 9.957e+13 1.01257e+14 8.65109e+13 8.57142e+13 1.01532e+14 1.32382e+14 8.44419e+13 8.37183e+13 8.22524e+13 8.19186e+13
threshold=36.000000000000007 55.840017500000009 37.702956500000006 37.618684050000006 55.850146250000009 37.503969450000007 55.858844800000007 37.517483500000004 10.500000000000002 15.500000000000002 37.425454150000007 55.876067900000002 6.0000000000000009 69.015000000000015 20.500000000000004 21.500000000000004 85.020000000000024 55.858844800000007 37.46219940000001 48.945000000000007 27.500000000000004 37.488790500000007 12.500000000000002 82.00500000000001 25.500000000000004 26.500000000000004 37.488790500000007 37.534144550000008 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 -1 3 5 8 10 -7 -8 -5 -4 -3 12 20 26 16 -16 -6 -18 19 -14 22 -22 -12 24 -17 -26 -13 -9 -25 -21
right_child=-2 2 9 4 14 6 7 27 -10 -11 11 13 18 -15 15 23 17 -19 -20 29 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-723.18449584754683 26.685167724170533 680.07502882079734 -2322.8629252502674 -41198.095555013024 15028.395424595892 -29744.448297388473 -57801.038984235667 -13193.112171985464 92306.482110262528 -80817.043103027347 7479.7142443360535 88964.866885181182 19639.767255704366 -98951.62110492753 -51221.709428765804 -18121.865767856892 12260.981649844296 -80127.799434085551 58210.070061675033 357717.93210227275 28279.877168642241 -150391.27943080358 39094.712281763736 -49875.186737607757 125186.81551607573 6203.0317028584732 -12660.881475713451 3450.1805385490538 30197.26801040526 152216.69657905394
leaf_weight=238382 3783399 6982 526 120 7547 4657 702 3859 1264 424 2130 94 63 166 623 3032 286 278 641 22 58 70 1458 145 104 927 628 13940 1113 164
leaf_count=238382 3783399 6982 526 120 7547 4657 702 3859 1264 424 2130 94 63 166 623 3032 286 278 641 22 58 70 1458 145 104 927 628 13940 1113 164
internal_value=0 -347.655 1373.11 2093.51 10666 -1620.67 -7855.3 -2345.44 80730.9 -37356.1 9952.07 21735.3 29402.5 -18034.1 3766.71 -7017.05 11669.4 -33278.2 80205.9 136830 17234.9 -69430.9 20326.6 -1841.42 -8903.73 18205.3 570.172 -158.251 20967.9 176523
internal_weight=0 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 5494 4606 888 14055 5944 8111 564 890 249 3716 128 3588 5321 4063 1031 722 17799 1258 186
internal_count=4073804 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 5494 4606 888 14055 5944 8111 564 890 249 3716 128 3588 5321 4063 1031 722 17799 1258 186
is_linear=0
shrinkage=0.1


Tree=1238
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 1 6 3 2 3 4 1 1 1 6 1 0 0 0 1 6 4 0 5 6 6 0 0 1 4
split_gain=3.73562e+12 2.5836e+13 6.91474e+13 7.21715e+13 7.79761e+13 1.1265e+14 6.0379e+13 5.42396e+13 5.28537e+13 5.59314e+13 4.80793e+13 1.01574e+14 6.35252e+13 4.72637e+13 4.70857e+13 4.3794e+13 3.47521e+13 3.26536e+13 3.72051e+13 3.14572e+13 3.09889e+13 4.62123e+13 5.42489e+13 4.02751e+13 5.18168e+13 4.48579e+13 4.23734e+13 3.27351e+13 3.21639e+13 3.88428e+13
threshold=29.500000000000004 55.801384500000005 55.876067900000002 31.500000000000004 56.802121050000004 37.543519500000009 46.010000000000012 10.500000000000002 3338.0000000000005 11.500000000000002 34.500000000000007 37.475446350000006 37.755233900000007 60.620042600000012 73.00500000000001 60.636764050000004 56.791379400000004 56.83050475000001 56.838524800000009 37.858952300000006 35.995000000000012 33.500000000000007 55.79439725000001 1.5000000000000002 52.015000000000008 63.415000000000006 55.554045200000012 55.775215600000003 37.374856000000008 37.500000000000007
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 19 10 4 5 7 -6 -4 -8 15 12 -12 -3 -11 -15 -10 -7 -5 -19 20 -2 23 28 25 -25 26 -22 -26 -23 -30
right_child=1 2 3 17 6 16 8 -9 9 13 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=-8.2935412755615836 11021.072305545615 17695.101121758333 42187.587946428575 -1020.4984880939821 521.23329483603891 -35499.076947352216 -18504.046388796542 272292.24078125 13528.932786458332 64451.539618763505 -226459.5700390625 718.13266645609133 102331.8905048077 46166.014589251892 190735.03498569544 141680.23286458335 8084.9729065857864 -48863.342579303615 -10260.147062760463 7952.0143047840211 17716.824092940638 -53070.478969938857 -92143.180484375 23524.629771162367 -7178.1206429248023 -100911.89414633474 -18884.735480115542 49683.560012135924 32485.281215509156 181.83740170393321
leaf_weight=4043474 1281 3479 21 5748 347 406 94 20 240 246 20 1235 91 33 71 30 333 290 1795 2789 353 69 50 649 5943 62 3042 103 765 725
leaf_count=4043474 1281 3479 21 5748 347 406 94 20 240 246 20 1235 91 33 71 30 333 290 1795 2789 353 69 50 649 5943 62 3042 103 765 725
internal_value=0 1105.66 4155.39 -721.741 17094.5 -6908.39 34740.4 154434 51370.7 61964.7 13933.9 -2902.23 19852.5 88345 144862 27768 -15859.7 -4909.12 -15629.4 -1687.47 -3748.85 -5357.58 10387.8 -7853.09 -3327.06 -16618.4 -15079 -6209.42 13676.2 16767.2
internal_weight=0 30330 14499 9674 1841 780 1061 41 714 620 4825 1255 3570 350 104 270 739 7833 2085 15831 13042 11761 1609 10152 6695 3457 3395 6046 1559 1490
internal_count=4073804 30330 14499 9674 1841 780 1061 41 714 620 4825 1255 3570 350 104 270 739 7833 2085 15831 13042 11761 1609 10152 6695 3457 3395 6046 1559 1490
is_linear=0
shrinkage=0.1


Tree=1239
num_leaves=31
num_cat=0
split_feature=6 6 0 4 1 1 6 1 6 2 0 7 1 4 0 0 4 1 0 1 3 1 1 1 0 0 0 0 0 0
split_gain=3.77041e+12 3.77971e+13 5.14631e+13 2.00055e+14 4.18082e+13 3.75374e+13 3.62545e+13 7.50084e+13 6.04753e+13 5.32286e+13 5.02893e+13 4.6052e+13 4.51414e+13 4.39352e+13 3.91011e+13 3.9721e+13 3.56328e+13 5.80076e+13 3.82329e+13 3.31478e+13 3.12505e+13 3.03898e+13 2.99009e+13 9.02933e+13 3.93436e+14 1.45938e+14 1.63259e+14 9.2932e+13 7.19809e+13 1.06479e+14
threshold=64.015000000000015 63.855000000000011 43.687280500000007 22.500000000000004 37.780517050000007 40.024897700000004 63.705000000000005 83.00362155000002 63.415000000000006 915.50000000000011 55.017684700000011 6.0000000000000009 43.932356550000009 24.500000000000004 55.649510000000014 55.595177750000005 23.500000000000004 82.918694400000007 55.043091000000011 83.015546400000019 4.5000000000000009 37.586700500000006 82.825258850000026 82.886781200000016 55.046782850000007 54.962581500000006 54.988402950000008 55.111813300000001 55.018166200000003 55.050541250000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 10 -1 14 20 13 -13 -12 15 -10 -6 -18 -19 -9 -8 -17 -2 24 25 -24 -27 -26 -25 -30
right_child=22 2 4 -5 16 -7 7 19 9 -11 11 12 -14 -15 -16 21 17 18 -20 -21 -22 -23 23 28 27 26 -28 -29 29 -31
leaf_value=14.366597452294124 -456.19952831955692 -30972.967356890018 10075.455303353046 -212026.10018382352 1423.2964352055253 8087.4738753920137 -173.5496660535681 -19724.71479726781 -9648.523650590947 12832.045521093838 -1680.9935933515692 -3695.5301190776213 33870.239054520775 120089.16481831868 3134.1924053801945 -124357.65234375 7999.4150320089093 91630.586898093563 600.04019831730773 34219.807425392282 -11436.198192866432 -37998.691869156006 -55560.861816808865 -1290.0422409825376 98202.646902043271 22266.79309090586 -18382.621559951865 -65214.993538851355 6424.2827771915236 -714.55067793983721
leaf_weight=3067690 752455 437 7980 51 32309 563 5688 3286 390 6508 2402 465 1025 30 1395 60 848 159 65 118 4346 127 379 96210 585 3039 1464 37 40268 43425
leaf_count=3067690 752455 437 7980 51 32309 563 5688 3286 390 6508 2402 465 1025 30 1395 60 848 159 65 118 4346 127 379 96210 585 3039 1464 37 40268 43425
internal_value=0 52.6114 3017.63 -18834.7 3572.91 -8981.94 11.9612 -4545.09 37.6784 8470.86 -1298.75 8302.78 22146.7 -178.895 -5921.92 -27816.7 2018.43 19955 65215.5 -17854.7 -5051.71 -65707.4 -175.917 961.578 13578.2 4035.04 9050.99 88481.7 575.581 2720.22
internal_weight=0 3.13594e+06 42412 1051 41361 1000 3.09353e+06 17360 3.07617e+06 8480 13956 3922 1490 2432 1972 577 33381 1072 224 3404 10034 187 937862 185407 5504 4882 4503 622 179903 83693
internal_count=4073804 3135942 42412 1051 41361 1000 3093530 17360 3076170 8480 13956 3922 1490 2432 1972 577 33381 1072 224 3404 10034 187 937862 185407 5504 4882 4503 622 179903 83693
is_linear=0
shrinkage=0.1


Tree=1240
num_leaves=31
num_cat=0
split_feature=1 1 2 1 6 0 0 6 0 7 1 4 1 4 0 0 6 4 0 1 0 0 0 0 1 0 4 6 1 6
split_gain=3.91918e+12 9.49639e+13 1.29105e+14 7.15211e+13 7.01405e+13 6.53082e+13 6.48402e+13 6.86825e+13 1.00446e+14 8.43187e+13 1.09367e+14 9.00159e+13 6.33078e+13 1.08604e+14 8.73361e+13 9.0489e+13 1.02741e+14 8.58661e+13 1.82444e+14 8.395e+13 1.48365e+14 8.00377e+13 7.3342e+13 1.55603e+14 2.01096e+14 2.1134e+14 1.74996e+14 1.36511e+14 1.09163e+14 1.02407e+14
threshold=50.298521650000005 52.061190950000004 3062.5000000000005 49.692247900000005 120.05000000000001 55.759969450000007 53.356310450000002 47.805000000000007 53.175387700000009 6.0000000000000009 50.136929700000003 24.500000000000004 49.230435000000007 11.500000000000002 55.390026600000006 55.768246800000007 71.715000000000018 9.5000000000000018 55.759969450000007 49.111590500000005 55.633951400000008 55.791814000000009 55.783232450000007 55.801384500000005 49.147669400000005 55.791814000000009 9.5000000000000018 130.05000000000004 49.195555600000006 116.05000000000001
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=3 2 4 12 5 -2 7 -5 -9 10 11 -10 19 17 -15 -16 -17 21 -19 -1 -21 -14 -22 24 -24 27 -27 -26 29 -28
right_child=1 -3 -4 6 -6 -7 -8 8 9 -11 -12 -13 13 14 15 16 -18 18 -20 20 22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-34.153494810554399 -10581.287433909163 -11.635433792409087 -1152.8360976481324 860.7741888221783 -97252.954164751849 -33152.348654215391 -12815.412961444123 -7025.6330785911887 30604.798930011075 -399.97369686408962 11276.363618976276 135845.09293329148 -10736.093732063366 -34030.884409895363 21493.148167992993 -6390.9428375654152 -39766.348175028143 31271.423758824778 -3297.9366631083003 -36404.20397374672 922.74547560055657 3123.7722435958194 49933.601914315273 2097.9854960499547 -5807.7184658399074 -8244.7597498197811 43568.299976510665 111674.30994740099 -20023.703564303345 -44526.435741118272
leaf_weight=2339440 8682 1560504 21835 21886 102 1504 2188 3398 2505 4406 11535 84 9773 1779 846 4224 1180 2314 4487 912 32560 7263 1584 18709 4772 1184 3584 101 326 137
leaf_count=2339440 8682 1560504 21835 21886 102 1504 2188 3398 2505 4406 11535 84 9773 1779 846 4224 1180 2314 4487 912 32560 7263 1584 18709 4772 1184 3584 101 326 137
internal_value=0 -122.425 -5504.46 78.5825 -14740.2 -13914 3984.88 4823.85 8779.35 11677.6 15445.3 34019.3 4.7901 -4423.18 -14482.2 -8917.83 -13678.7 -1035.02 8464.08 63.5015 3640.48 -4827.18 4220.57 7753.06 16805.2 11611.6 25570.5 -3372.73 35463.5 40324.8
internal_weight=0 1.59263e+06 32123 2.48118e+06 10288 10186 46002 43814 21928 18530 14124 2589 2.43518e+06 31866 8029 6250 5404 23837 6801 2.40331e+06 63869 17036 62957 30397 11688 10104 5231 4873 4047 3721
internal_count=4073804 1592627 32123 2481177 10288 10186 46002 43814 21928 18530 14124 2589 2435175 31866 8029 6250 5404 23837 6801 2403309 63869 17036 62957 30397 11688 10104 5231 4873 4047 3721
is_linear=0
shrinkage=0.1


Tree=1241
num_leaves=31
num_cat=0
split_feature=4 0 0 6 0 0 6 0 4 1 0 2 1 0 0 1 6 6 1 1 0 0 1 1 1 6 6 6 0 7
split_gain=3.99807e+12 4.13413e+13 6.86479e+13 6.34713e+13 4.90537e+13 6.39309e+13 5.488e+13 5.97186e+13 5.9936e+13 4.58421e+13 7.52874e+13 1.01223e+14 7.58402e+13 7.39256e+13 1.05866e+14 8.50753e+13 7.0988e+13 6.88008e+13 6.40755e+13 8.73221e+13 6.20052e+13 1.3571e+14 1.31619e+14 7.60971e+13 6.8893e+13 8.06095e+13 6.39169e+13 6.1197e+13 5.68095e+13 5.87703e+13
threshold=5.5000000000000009 55.303261650000003 55.214863500000007 91.02500000000002 47.319699650000011 47.285193200000002 87.015000000000015 45.073441650000007 2.5000000000000004 54.62357655000001 54.962581500000006 2865.5000000000005 38.657016300000002 54.86311005000001 54.762682300000009 40.965343750000009 50.410000000000004 80.030000000000015 61.511492200000006 82.648284550000014 55.111813300000001 54.86311005000001 59.999510900000011 59.317422600000008 61.400814300000008 96.050000000000011 79.710000000000022 59.025000000000013 53.356310450000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 10 13 12 16 14 17 -16 -12 -6 20 -20 21 23 26 28 25 -24 -22 -13 -11 -30
right_child=-2 -3 3 -5 9 -7 7 8 -10 18 11 27 -14 -15 15 -17 -18 -19 19 -21 22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=963.11421059146051 -61.945350184310385 793.01035475793708 -8367.5516702681143 -92325.514079670334 -2653.9130051440593 16366.053309268433 -1818.7899155862244 6702.9965133794503 -26512.874102386693 -6518.837037105488 -8805.6297882102263 -27322.889227092222 2746.9172747842731 7496.4687355459391 -9596.8463972916634 -41408.737871034427 -37227.520138721178 9478.4815877019864 -9248.0402492542489 -578.80840896852089 -17944.165544090498 -14733.810479465414 13063.906744191088 -27638.616230802647 3257.5851858382593 74923.220392441872 -137581.14537194296 -84516.659586789494 6892.4736362093145 -25346.847377071841
leaf_weight=231762 2928705 541316 8569 91 83015 2611 8131 718 2232 4427 3268 813 3815 7668 3186 1142 1202 4953 12457 172683 1529 5347 10429 797 11980 215 46 243 19872 582
leaf_count=231762 2928705 541316 8569 91 83015 2611 8131 718 2232 4427 3268 813 3815 7668 3186 1142 1202 4953 12457 172683 1529 5347 10429 797 11980 215 46 243 19872 582
internal_value=0 158.431 -410.494 -9249.79 -281.868 801.749 634.405 -6240.64 -18428.5 -1042.53 -2740.45 -11326 -7609.51 -1938.19 -2722.02 -17990.8 -16448.4 -1970.8 -270.398 -1162.11 2719.09 -240.232 6513.18 2777.81 8459.06 14313.4 -21438.3 -40484 3752.12 5975.13
internal_weight=0 1.1451e+06 603783 8660 595123 245454 242843 11081 2950 349669 109305 9341 8285 99964 92296 4328 4470 87968 240364 185140 55224 31025 24199 25678 22624 10644 1575 1056 24881 20454
internal_count=4073804 1145099 603783 8660 595123 245454 242843 11081 2950 349669 109305 9341 8285 99964 92296 4328 4470 87968 240364 185140 55224 31025 24199 25678 22624 10644 1575 1056 24881 20454
is_linear=0
shrinkage=0.1


Tree=1242
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 3 6 1 4 3 0 4 3 1 6 6 6 3 4 4 1 3 1 6 4 6 6 4 3 3
split_gain=4.39658e+12 7.05429e+13 4.92811e+13 6.21752e+13 6.82854e+13 7.49163e+13 6.07703e+13 7.03278e+13 6.04515e+13 4.89224e+13 7.15343e+13 6.63075e+13 4.26026e+13 4.38288e+13 9.14681e+13 3.90915e+13 1.17604e+14 1.06906e+14 1.15383e+14 7.56995e+13 7.02385e+13 7.00378e+13 8.27681e+13 5.23784e+13 4.90078e+13 4.60357e+13 1.08346e+14 9.2569e+13 6.36667e+13 3.97187e+13
threshold=55.026775150000006 55.017684700000011 6.5000000000000009 82.901648750000021 82.92647190000001 11.500000000000002 87.015000000000015 82.948524700000021 9.5000000000000018 7.5000000000000009 55.02095400000001 15.500000000000002 18.500000000000004 82.941727000000014 112.00500000000001 89.00500000000001 98.020000000000024 2.5000000000000004 16.500000000000004 5.5000000000000009 82.911604200000014 5.5000000000000009 82.92647190000001 73.995000000000019 7.5000000000000009 104.01000000000001 120.05000000000001 9.5000000000000018 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 -1 15 -4 5 -5 7 8 -6 10 11 -8 13 -11 -15 23 17 -17 -19 -18 -21 24 -23 -3 -22 -26 27 -27 -29 -28
right_child=-2 2 3 4 6 -7 9 -9 -10 12 -12 -13 -14 14 -16 16 19 18 -20 20 21 22 -24 -25 25 26 29 28 -30 -31
leaf_value=14.416937888097195 -88.548485143801656 2433.9292519163218 -8779.7572723517987 44044.960472470237 169523.75578125002 222119.62200882524 25176.252366727942 8552.8438197420419 26532.856341873896 -68748.727463277188 -97678.117589285714 170255.96080411586 42626.536993164067 -24398.702106444001 114042.54408700981 253222.65459821431 -164658.58131250003 -3775.3053776773177 217632.73851928712 196958.80742187501 115591.36385135137 257129.25163043477 37266.595965485081 -9836.4755375744771 -29226.826878287924 218413.51424352138 -10928.424064643306 134349.28805803572 -26739.862490068856 79115.948319575473
leaf_weight=1667463 2359546 24484 1888 189 30 27 136 11213 2043 192 35 41 100 743 51 35 25 89 32 20 37 23 67 4055 398 41 647 42 59 53
leaf_count=1667463 2359546 24484 1888 189 30 27 136 11213 2043 192 35 41 100 743 51 35 25 89 32 20 37 23 67 4055 398 41 647 42 59 53
internal_value=0 121.88 3951.16 8310.01 10490.1 66304.3 9663.46 11681.1 28602.2 -10988.8 32951.6 58782.3 -19566.5 -25874.1 -15506.4 1535.09 16907.9 99301.5 54778.9 7804.94 10913.5 8191.56 93453.7 690.473 2182.48 -1201.49 12045.6 91689.9 40247.7 -4110.78
internal_weight=0 1.71426e+06 46795 16688 14800 216 14584 13286 2073 1298 212 177 1086 986 794 30107 1568 156 121 1412 1387 1367 90 28539 1277 1240 842 142 101 700
internal_count=4073804 1714258 46795 16688 14800 216 14584 13286 2073 1298 212 177 1086 986 794 30107 1568 156 121 1412 1387 1367 90 28539 1277 1240 842 142 101 700
is_linear=0
shrinkage=0.1


Tree=1243
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 0 6 4 4 7 4 5 6 6 3 4 6 3 1 6 6 4 7 0 3 6 6
split_gain=4.08071e+12 1.45685e+13 2.9848e+13 3.06741e+13 7.59568e+13 7.94732e+13 8.77272e+13 5.39272e+13 1.16018e+14 8.25836e+13 1.14501e+14 7.1224e+13 1.0075e+14 9.21111e+13 7.67146e+13 6.22304e+13 8.69151e+13 6.249e+13 6.49244e+13 9.43134e+13 5.53338e+13 5.51681e+13 6.65731e+13 5.06315e+13 4.85287e+13 5.62544e+13 5.68847e+13 1.16982e+14 6.84671e+13 5.62946e+13
threshold=83.658467900000019 83.000013850000016 53.175387700000009 55.029726000000004 83.00362155000002 83.025426800000005 55.026775150000006 54.945424150000001 54.810424650000009 82.905000000000015 8.5000000000000018 9.5000000000000018 6.0000000000000009 11.500000000000002 2.5000000000000004 128.05000000000004 120.05000000000001 1.5000000000000002 10.500000000000002 77.010000000000005 5.5000000000000009 83.050033500000012 74.615000000000009 89.00500000000001 9.5000000000000018 6.0000000000000009 55.030407050000001 4.5000000000000009 58.005000000000003 59.010000000000012
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 -3 4 -4 6 -6 8 -7 11 -11 -10 14 -14 -13 16 17 -9 19 21 -21 22 -19 -20 -5 26 29 28 -28 -26
right_child=-2 2 3 24 5 7 -8 15 9 10 -12 12 13 -15 -16 -17 -18 18 23 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=27.341702875186588 417.23381610560966 -34240.613624974299 -2005.825083287466 5790.1978144871064 4410.0123543966656 -2856.3206286658728 24523.272609373736 -18219.055839458266 14022.424803585613 -7524.1234306066181 65379.580087259521 -5252.8739449909153 -95664.180768229184 32262.288882147492 -48278.523256055843 124265.44113175676 -165287.62562264837 11190.196330026934 -10781.509302477483 51464.583989949191 -20447.249464740176 -8860.2352197264827 -35862.11800166405 -73554.41889244596 -11359.201930486961 -1688.3683597452077 -26465.136506890718 5589.2607169495805 2181.0261821300951 -35985.705624983406
leaf_weight=3601077 221656 266 87993 6741 34500 18571 2314 3002 6244 340 588 2269 60 909 507 37 34 3875 3791 565 132 4009 326 133 4392 59006 2585 5473 1232 1177
leaf_count=3601077 221656 266 87993 6741 34500 18571 2314 3002 6244 340 588 2269 60 909 507 37 34 3875 3791 565 132 4009 326 133 4392 59006 2585 5473 1232 1177
internal_value=0 -24.008 -760.51 -725.001 36.0655 2221.7 5674.26 -578.415 1952.89 10133.9 38669.2 7482.89 -3420.4 24341.1 -13110.9 -5271.77 -5573.84 -5230.87 -2192.09 2529.33 37845.7 -468.907 7538.91 -12909.1 -2331.99 -3073.23 -8572.59 -3782.06 -17219.1 -16564
internal_weight=0 3.85215e+06 251071 250805 170199 82206 36814 45392 29488 10917 928 9989 3745 969 2776 15904 15867 15833 12831 8907 697 8210 4201 3924 80606 73865 14859 9290 3817 5569
internal_count=4073804 3852148 251071 250805 170199 82206 36814 45392 29488 10917 928 9989 3745 969 2776 15904 15867 15833 12831 8907 697 8210 4201 3924 80606 73865 14859 9290 3817 5569
is_linear=0
shrinkage=0.1


Tree=1244
num_leaves=31
num_cat=0
split_feature=6 0 4 3 6 1 1 4 6 5 6 0 2 4 6 1 4 1 2 4 1 1 5 4 1 1 0 1 0 4
split_gain=4.01209e+12 1.88213e+13 2.19658e+13 2.99796e+13 7.86786e+13 6.49494e+13 1.41996e+14 6.5424e+13 1.29739e+14 9.70106e+13 8.40639e+13 8.60505e+13 5.36543e+13 1.3539e+14 1.00909e+14 9.30034e+13 1.34714e+14 9.09138e+13 7.71737e+13 1.00728e+14 6.20491e+13 1.01417e+14 1.17467e+14 8.24672e+13 6.62147e+13 8.9793e+13 4.67323e+13 4.49734e+13 4.48613e+13 4.31342e+13
threshold=102.04000000000001 43.051287600000009 2.5000000000000004 1.5000000000000002 130.05000000000004 30.452677500000004 30.389265100000003 5.5000000000000009 104.01000000000001 2.5000000000000004 106.49500000000002 60.01610465000001 2851.5000000000005 11.500000000000002 168.45000000000002 60.516422150000004 3.5000000000000004 37.586700500000006 4311.5000000000009 5.5000000000000009 39.908802000000009 39.178027400000005 4.5000000000000009 9.5000000000000018 37.978059650000013 37.755233900000007 55.768246800000007 49.195555600000006 54.724612400000005 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 7 8 -4 -10 -11 -12 13 20 -15 16 17 -14 19 -18 21 23 -23 24 25 29 -19 -21 -22 -6
right_child=1 2 3 -5 12 -7 -8 -9 9 10 11 -13 15 14 -16 -17 18 26 -20 27 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.321975715208129 6776.4834253185827 8422.8568166349487 -183963.3123325893 -639.91185015486815 -38488.376277043273 -20972.41976819107 172283.5975360577 -48830.678787182493 -77523.496080508485 201758.97224506582 18217.556141690344 179387.12564102566 244044.48464673912 -11130.811896571829 -231805.30584309899 25395.489992666771 -75434.519483633921 -47309.275864361705 -99638.321033793618 82395.61160835599 46156.025359786188 74553.640720152238 359496.55000000005 233448.59141068894 -21172.294377509697 228560.87693965519 98776.859127286589 -68858.440000000002 -102172.56340110087 62240.38074547764
leaf_weight=3966508 3348 2498 28 95495 52 3486 52 187 59 38 220 39 23 67 30 542 141 47 215 92 38 39 23 22 143 29 41 25 44 233
leaf_count=3966508 3348 2498 28 95495 52 3486 52 187 59 38 220 39 23 67 30 542 141 47 215 92 38 39 23 22 143 29 41 25 44 233
internal_value=0 -603.389 -841.083 -1069.19 -7953.12 -15657.5 14082.4 -324.684 23296.7 39598.1 62864.7 42486.3 9195.91 30516 -79380.7 -4436.84 -32123.7 67021.1 -55390.2 -18516.8 47626.7 59913.3 180258 44336.3 35232.5 60920 20753.6 50076.4 -33434.9 43861.8
internal_weight=0 107296 103948 101450 5955 4109 623 571 384 356 297 259 1846 720 97 1126 584 111 473 258 623 541 62 479 457 314 88 117 82 285
internal_count=4073804 107296 103948 101450 5955 4109 623 571 384 356 297 259 1846 720 97 1126 584 111 473 258 623 541 62 479 457 314 88 117 82 285
is_linear=0
shrinkage=0.1


Tree=1245
num_leaves=31
num_cat=0
split_feature=6 0 0 1 0 0 6 1 3 2 3 1 4 1 1 4 5 6 0 1 3 4 6 3 5 0 6 1 4 4
split_gain=3.89077e+12 2.49017e+13 3.20702e+13 2.71442e+13 3.89611e+13 8.55804e+13 7.04004e+13 6.75155e+13 6.65418e+13 9.33737e+13 7.95401e+13 9.49397e+13 8.77943e+13 7.25428e+13 6.35254e+13 1.05559e+14 7.79547e+13 5.94421e+13 4.29478e+13 1.48965e+14 1.14296e+14 4.15006e+13 5.14288e+13 4.04626e+13 3.98594e+13 3.81208e+13 8.41298e+13 5.77167e+13 4.3479e+13 4.79324e+13
threshold=142.05000000000004 60.034792100000011 60.028671700000011 39.004719500000007 57.14107305000001 56.858606850000008 189.00000000000003 65.559704250000024 3.5000000000000004 6082.0000000000009 4.5000000000000009 65.534455000000023 5.5000000000000009 65.534455000000023 56.240615550000008 9.5000000000000018 3.5000000000000004 168.45000000000002 57.113979900000011 65.559704250000024 3.5000000000000004 9.5000000000000018 189.00000000000003 9.5000000000000018 4.5000000000000009 56.818587550000011 247.90000000000001 60.590708550000009 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 2 3 -2 5 25 18 -8 21 10 11 -10 -12 14 -14 17 -17 -16 23 -20 -21 -6 -23 -7 -15 -5 27 28 29 -27
right_child=1 -3 -4 4 8 6 7 -9 9 -11 12 -13 13 24 15 16 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.9157600591920882 4816.880436260376 -25105.041166845593 102450.78983723959 -4543.1771937822296 -22230.284906323093 -101284.81535730195 -20143.038507634945 145777.80336052389 194813.4320843865 -136719.29436848959 -112228.17855877544 33154.914805250904 -81.444893568840584 -25901.851384234007 302160.49687500001 159261.57060267858 -35324.3848515625 100268.66178515625 -117685.65741792929 248223.57204483697 758.41818576388891 118936.20234171551 -60348.412630208339 18795.286669921876 78209.937421043884 16819.020998086733 -129705.01106770833 48560.504445684528 79662.444345238095 -82340.19688305413
leaf_weight=4053505 5684 433 30 11633 481 228 88 34 68 30 43 78 69 169 35 35 50 25 99 23 99 48 24 32 47 98 36 441 42 97
leaf_count=4053505 5684 433 30 11633 481 228 88 34 68 30 43 78 69 169 35 35 50 25 99 23 99 48 24 32 47 98 36 441 42 97
internal_value=0 -1381.01 -863.917 -1020.17 -3364.56 -4963.1 -41748.4 26097.2 13857.7 35576.4 43926.8 108448 24011.2 37635.1 78900.2 116485 44799.2 218039 -58956.6 -26545.9 47411.7 -11631.4 59174.7 -86505.7 -3247.9 -3166.59 19261.8 27171.5 -12628.3 -32506.3
internal_weight=0 20299 19866 19836 14152 12950 603 122 1202 649 619 146 473 430 214 145 85 60 481 221 122 553 72 260 216 12347 714 678 237 195
internal_count=4073804 20299 19866 19836 14152 12950 603 122 1202 649 619 146 473 430 214 145 85 60 481 221 122 553 72 260 216 12347 714 678 237 195
is_linear=0
shrinkage=0.1


Tree=1246
num_leaves=31
num_cat=0
split_feature=6 0 2 0 0 5 1 0 4 1 1 3 5 4 0 1 4 1 0 5 5 2 3 0 5 1 5 4 4 0
split_gain=4.28001e+12 9.47941e+12 8.26375e+12 8.49457e+12 2.82278e+13 2.05908e+13 1.83377e+13 2.28648e+13 2.42662e+13 1.65022e+13 3.6447e+13 4.34383e+13 2.76717e+13 2.20619e+13 2.15728e+13 1.89198e+13 1.55794e+13 1.4796e+13 1.4663e+13 1.35949e+13 1.11399e+13 3.42305e+13 2.71494e+13 2.5837e+13 1.09798e+13 1.0567e+13 8.28973e+12 4.34354e+13 5.97385e+13 4.69629e+13
threshold=247.90000000000001 63.565651350000003 13505.500000000002 45.040161900000008 45.055912800000009 4.5000000000000009 47.256487700000001 44.739668300000005 10.500000000000002 38.948208550000011 40.377616600000003 5.5000000000000009 2.5000000000000004 5.5000000000000009 44.601833250000006 47.386825600000002 9.5000000000000018 38.97264950000001 44.046956350000009 2.5000000000000004 5.5000000000000009 3062.5000000000005 3.5000000000000004 53.506098950000009 2.5000000000000004 39.735861600000007 2.5000000000000004 9.5000000000000018 8.5000000000000018 45.085557650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 25 -9 12 11 14 -2 15 -11 18 24 -5 19 -12 26 22 -22 -23 -15 -7 -6 28 29 -28
right_child=1 -3 -4 4 20 6 -8 8 -10 10 13 -13 -14 16 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.8707272512451962 -13892.654189601089 69074.854860617896 39656.609752817625 146954.62442611693 8594.3540546403055 -22777.516046875 -105603.56647727273 -153237.6446875 -22132.390747070312 -195518.6388392857 28115.88057842548 25465.277473958336 117681.40569556452 -25482.203499827665 -66609.024293428316 97821.436821546056 18672.775964095745 33473.190451388888 86027.5663203125 -47817.107052364867 23493.88295110887 53566.936820652176 160655.22599826392 -89474.840345982157 -118859.05148437501 64603.806854838716 119575.61053240742 15347.586505681818 -95988.945520550275 -15548.53955237738
leaf_weight=4070611 33 22 61 20 1076 25 33 20 48 21 65 36 31 34 34 38 47 27 25 37 31 23 27 28 20 31 27 638 92 543
leaf_count=4070611 33 22 61 20 1076 25 33 20 48 21 65 36 31 34 34 38 47 27 25 37 31 23 27 28 20 31 27 638 92 543
internal_value=0 3659.76 3205.92 2490.97 4987.99 -8447.54 -39355.1 -21724.4 -60692.8 3078.54 -5304.2 -59932.4 49838.5 13384.4 -115829 35916.4 -23425.3 81763.2 17393.6 571.562 3535.91 34795.8 87344.9 -24965.8 -60066.2 25594.3 2101.85 -3271.95 -21216.5 -9147.92
internal_weight=0 3193 3171 3110 2532 578 157 124 68 421 357 91 64 266 55 165 101 47 127 102 2485 109 58 51 54 56 2376 1300 662 570
internal_count=4073804 3193 3171 3110 2532 578 157 124 68 421 357 91 64 266 55 165 101 47 127 102 2485 109 58 51 54 56 2376 1300 662 570
is_linear=0
shrinkage=0.1


Tree=1247
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 4 7 1 0 1 1 3 1 3 6 4 4 7 3 6 6 6 1 3 5 6 6 6 1 0
split_gain=3.91881e+12 2.84826e+13 3.31052e+13 5.472e+13 5.86612e+13 1.05248e+14 7.62995e+13 2.0826e+14 1.57643e+14 8.64865e+13 1.12767e+14 6.94829e+13 6.6345e+13 5.15402e+13 4.65019e+13 4.34545e+13 4.68227e+13 6.66733e+13 4.64156e+13 3.89283e+13 3.64555e+13 3.31476e+13 2.96896e+13 3.21087e+13 2.95821e+13 3.12807e+13 2.81337e+13 2.70183e+13 2.47274e+13 4.31415e+13
threshold=19.500000000000004 60.034792100000011 60.064438250000002 49.485000000000007 30.330566300000005 20.500000000000004 6.0000000000000009 30.345769800000003 60.042359000000012 30.389265100000003 30.345769800000003 9.5000000000000018 30.303340300000002 10.500000000000002 114.05000000000001 22.500000000000004 23.500000000000004 6.0000000000000009 1.5000000000000002 38.010000000000012 63.855000000000011 106.49500000000002 30.410676000000006 10.500000000000002 1.5000000000000002 62.995000000000012 69.605000000000004 84.00500000000001 82.911604200000014 54.86311005000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 8 -8 10 -6 24 14 -9 15 -7 17 -17 -18 -4 -13 -12 23 -11 -5 -26 -22 -15 -2 -30
right_child=1 2 19 4 6 12 7 13 -10 22 21 20 -14 27 -16 16 18 -19 -20 -21 26 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=35.609665800857201 -693.20343182953366 118.81809198504855 8713.2587995470058 104820.42052083334 56066.303622494102 -49489.860780609633 -319144.38515625003 29607.67186028685 -34904.986429687502 -8471.1876616379304 -67316.011825579728 69851.56714865331 59330.159537526721 14434.983457662442 158393.75003720238 111122.91059042125 87518.601641757254 20524.818000896281 4505.0312084306061 -8684.3895767147715 210159.02828125001 -12901.714498917263 2522.4032078906253 129728.39867187501 -44224.827972560975 52225.027247807018 99938.090980113644 -10871.507007082204 -16727.726128626655 2419.12657461249
leaf_weight=3599339 407043 10622 1839 30 106 122 32 1436 50 29 503 181 296 1025 21 104 69 371 2824 4278 40 144 625 40 82 57 55 717 1212 40512
leaf_count=3599339 407043 10622 1839 30 106 122 32 1436 50 29 503 181 296 1025 21 104 69 371 2824 4278 40 144 625 40 82 57 55 717 1212 40512
internal_value=0 -270.138 2967.65 4973.74 10729.9 19243.6 3039.08 11521.4 -145828 -16071 -39541.5 65260.9 13864.6 15581.4 10031.6 9138.89 11262.6 40361 6484.96 -3454 96181.5 -55205.3 9394.77 71644.5 14763.3 -4673.45 146347 4018.94 -455.546 1862.95
internal_weight=0 474465 25698 19581 8959 4252 4707 3260 82 1447 753 445 3807 3178 3511 3490 3368 475 2893 6117 276 647 694 69 169 139 95 1742 448767 41724
internal_count=4073804 474465 25698 19581 8959 4252 4707 3260 82 1447 753 445 3807 3178 3511 3490 3368 475 2893 6117 276 647 694 69 169 139 95 1742 448767 41724
is_linear=0
shrinkage=0.1


Tree=1248
num_leaves=31
num_cat=0
split_feature=0 1 4 1 3 6 4 3 3 1 6 4 6 6 4 3 5 6 3 5 0 1 4 4 4 6 3 7 7 6
split_gain=3.81754e+12 1.69389e+13 2.87291e+13 1.59319e+13 1.45353e+13 1.74602e+13 1.78469e+13 2.28685e+13 1.27295e+13 1.37402e+13 2.50512e+13 2.10605e+13 3.19013e+13 1.57863e+13 1.53669e+13 1.23597e+13 1.45568e+13 1.22274e+13 1.4725e+13 1.15884e+13 1.09673e+13 3.55384e+13 3.1431e+13 6.99799e+13 6.36102e+13 2.76561e+13 3.58278e+13 3.05357e+13 2.14813e+13 1.65414e+13
threshold=42.965693300000005 47.504912950000005 11.500000000000002 44.064675150000006 10.500000000000002 59.815000000000005 12.500000000000002 5.5000000000000009 9.5000000000000018 47.17130860000001 149.05000000000004 8.5000000000000018 94.02500000000002 99.050000000000011 5.5000000000000009 3.5000000000000004 4.5000000000000009 63.140000000000008 12.500000000000002 1.5000000000000002 43.051287600000009 47.504912950000005 14.500000000000002 13.500000000000002 16.500000000000004 125.02000000000002 6.5000000000000009 6.0000000000000009 6.0000000000000009 61.805000000000007
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 3 -1 5 -4 7 -7 9 13 11 12 14 -5 -11 16 -3 19 -19 -17 21 -2 23 25 29 -23 27 -27 -25 -24
right_child=20 15 4 8 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=-81486.733007814139 638.97498878883459 536.61817080969865 -20505.403147536057 -2828.9719790831664 -15031.239263237847 -11620.916632526678 124332.76173780489 84639.914793346776 -44459.308887657753 13350.592846779748 113121.69270833333 28287.071565644812 -71937.03428744612 -68527.344462890629 -28024.379370117189 -5517.8699648069341 46780.400508449391 -7391.5807063834436 -38064.063380111882 5411.5754953375281 -4.0988087349398441 13087.2426246918 24535.853041992188 -65324.89617479805 -5721.1302842881951 71950.443048199159 137897.1076648247 -42089.913524138625 5264.3891745645496 125728.43099423364
leaf_weight=22 12997 5054 26 427 36 41 41 62 52 488 24 387 58 40 110 2311 69 4623 162 1672 4042776 1776 20 147 99 59 41 39 61 84
leaf_count=22 12997 5054 26 427 36 41 41 62 52 488 24 387 58 40 110 2311 69 4623 162 1672 4042776 1776 20 147 99 59 41 39 61 84
internal_value=0 -1556.09 7531.98 3027.62 42692.2 54916 68533.8 46322.5 4199.95 5849.42 12110.7 9786.34 -1127.96 -8456.24 5739.81 -2742.88 1159.46 -5022.96 -8430.02 -929.863 6.02212 2676.3 14060.3 10465.7 51652.8 16449.2 59405.4 26567 -44623.2 106268
internal_weight=0 15705 1814 1608 206 170 144 103 1586 1534 1067 1043 656 467 598 13891 5123 8768 4785 3983 4.0581e+06 15323 2326 2123 203 1915 139 98 208 104
internal_count=4073804 15705 1814 1608 206 170 144 103 1586 1534 1067 1043 656 467 598 13891 5123 8768 4785 3983 4058099 15323 2326 2123 203 1915 139 98 208 104
is_linear=0
shrinkage=0.1


Tree=1249
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 4 6 3 1 1 0 4 7 1 4 4 5 4 4 7 1 7 5 1 3 4 6 1 6
split_gain=3.81914e+12 1.92452e+13 1.83977e+13 2.66434e+13 4.74015e+13 6.69085e+13 1.37899e+14 1.228e+14 7.22478e+13 4.07118e+13 3.6468e+13 5.04657e+13 8.52398e+13 5.55271e+13 4.90177e+13 4.7612e+13 4.21893e+13 3.09533e+13 3.05315e+13 2.58836e+13 7.5948e+13 3.45338e+13 4.60696e+13 5.08377e+13 2.88568e+13 2.5246e+13 2.51718e+13 2.46104e+13 5.15526e+13 2.78086e+13
threshold=42.005000000000003 42.205000000000005 30.226173900000003 30.410676000000006 59.898927250000007 59.933037250000005 20.500000000000004 37.310000000000009 4.5000000000000009 30.370944000000005 30.303340300000002 59.91832440000001 5.5000000000000009 6.0000000000000009 30.345769800000003 17.500000000000004 8.5000000000000018 1.5000000000000002 14.500000000000002 8.5000000000000018 6.0000000000000009 30.370944000000005 6.0000000000000009 1.5000000000000002 30.330566300000005 3.5000000000000004 3.5000000000000004 33.005000000000003 30.205407000000005 38.995000000000012
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 -2 27 4 -4 6 7 9 18 10 -6 13 26 15 25 16 -12 -15 -9 20 24 22 23 -21 -10 -14 -13 -1 -29 -30
right_child=1 -3 3 -5 5 -7 -8 8 19 -11 11 12 14 17 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2554.1733939829492 -4291.0142748767275 -52.921724401370867 -2064.9741739635265 91.276415809503362 31439.065198130149 2806.3457007212669 -32320.358811110666 18700.590133923117 5363.7998174252716 55363.872553943453 10502.490776924571 103712.19702380954 -89896.094975585933 -28245.531872653712 -51009.775780521224 -44965.093137826494 82812.541663811018 80652.228930664074 106471.30500372025 88823.385717624566 226685.8488178454 101549.85006765727 11081.917300161967 -47065.693825604838 146836.70684523811 -231487.98994715075 -12997.334715845678 -1377.3015317325035 -7617.7000817148764 -23209.239786371487
leaf_weight=8045 10758 2665829 18721 1300665 292 42245 485 703 46 147 157 21 20 385 67 67 166 28 42 246 38 153 205 31 21 34 154 18750 3608 1675
leaf_count=8045 10758 2665829 18721 1300665 292 42245 485 703 46 147 157 21 20 385 67 67 166 28 42 246 38 153 205 31 21 34 154 18750 3608 1675
internal_value=0 -69.9559 134.011 189.636 2173.89 3908.32 17178.9 25120.4 45631.7 5315.82 26.7789 -8319.34 -43614.2 4690.96 -108150 31751.6 47664.9 -20862.6 23648.7 67763.2 113756 60158.2 47019.3 73615.6 49706.1 -179047 1007.81 -2233.19 -3835.75 -12561.1
internal_weight=0 2.67659e+06 1.39722e+06 1.36514e+06 64474 45753 3508 3023 1485 1538 1391 1099 296 803 121 390 323 413 745 740 105 635 482 277 67 54 175 32078 24033 5283
internal_count=4073804 2676587 1397217 1365139 64474 45753 3508 3023 1485 1538 1391 1099 296 803 121 390 323 413 745 740 105 635 482 277 67 54 175 32078 24033 5283
is_linear=0
shrinkage=0.1


Tree=1250
num_leaves=31
num_cat=0
split_feature=6 5 6 0 1 6 4 4 6 1 3 4 0 4 0 1 3 3 1 1 5 2 6 1 4 1 0 5 0 2
split_gain=3.79173e+12 1.79031e+13 1.7471e+13 2.33658e+13 4.30163e+13 1.8784e+13 1.9154e+13 2.13572e+13 2.78792e+13 2.38939e+13 2.23675e+13 1.76361e+13 4.86925e+13 3.61371e+13 2.50314e+13 3.35544e+13 3.64813e+13 2.48732e+13 2.39714e+13 2.23998e+13 1.91385e+13 1.88527e+13 2.15635e+13 1.79662e+13 2.69977e+13 3.82027e+13 4.63428e+13 2.419e+13 1.95821e+13 1.92774e+13
threshold=31.005000000000006 5.5000000000000009 33.57500000000001 43.687280500000007 39.939672500000007 31.995000000000001 21.500000000000004 13.500000000000002 33.005000000000003 39.718675700000013 5.5000000000000009 8.5000000000000018 55.039488700000007 9.5000000000000018 55.026775150000006 82.92647190000001 3.5000000000000004 1.5000000000000002 83.00362155000002 37.978059650000013 1.5000000000000002 2828.5000000000005 32.515000000000008 38.166910000000009 10.500000000000002 38.011626600000007 55.737027400000009 1.5000000000000002 55.783232450000007 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -7 19 13 20 18 16 -16 -17 21 -5 -13 -15 -23 24 -14 27 -27 29 -28 -26
right_child=2 -3 -4 11 -6 6 -8 -9 9 -11 -12 12 23 14 15 17 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-349.15062619597398 48317.075477430561 -94965.086093750011 -23.234731795536451 -3723.8562026184482 -4442.2449741911605 10527.615572531102 102186.84551953126 -12684.182243471851 134031.40215371622 29711.681098090277 47488.283620122413 5034.9561430717204 -2104.7192952650994 -12336.27676898557 -101063.1777669271 -23214.26866603388 3703.0695099431819 -2479.7286018606665 7698.3458020162579 503.19129118568799 -29851.309871168138 -4218.1159154211227 2013.8469524923985 5293.2994982229457 -2480.1308456358438 -28756.019300299751 44700.445019531253 26571.173902890001 -6926.5011341145837 5604.2097703899753
leaf_weight=278785 189 20 3604074 15295 1399 1316 25 257 37 54 187 9158 11309 1872 84 856 55 1785 2440 69505 160 15018 8809 28427 3542 720 144 497 150 17635
leaf_count=278785 189 20 3604074 15295 1399 1316 25 257 37 54 187 9158 11309 1872 84 856 55 1785 2440 69505 160 15018 8809 28427 3542 720 144 497 150 17635
internal_value=0 -355.938 26.1495 958.371 9096.51 18268.8 15241.5 14067.2 18380.3 72127.4 15126.2 807.99 1689.53 -1023.11 -2668.28 -11720.6 -59608.9 -9200.2 -1773.95 -259.223 4435.92 -2673.3 -1914.12 3438.03 1886.72 3876.28 -15095.1 4763.84 18360.2 4252.05
internal_weight=0 278805 3.795e+06 190925 3464 2065 1876 1851 1594 91 1503 187461 102661 40237 30919 2780 139 2641 28139 84800 9318 25699 23827 62424 33997 22688 1014 21674 294 21177
internal_count=4073804 278805 3794999 190925 3464 2065 1876 1851 1594 91 1503 187461 102661 40237 30919 2780 139 2641 28139 84800 9318 25699 23827 62424 33997 22688 1014 21674 294 21177
is_linear=0
shrinkage=0.1


Tree=1251
num_leaves=31
num_cat=0
split_feature=2 0 1 4 0 0 0 6 7 6 6 5 0 0 0 6 6 6 5 1 0 0 4 6 0 4 4 4 1 6
split_gain=3.9133e+12 2.29653e+13 2.22642e+13 8.39298e+13 5.72117e+13 9.72704e+13 1.81448e+14 7.99707e+13 4.47419e+13 4.42812e+13 3.44887e+13 3.43989e+13 3.32903e+13 5.78595e+13 5.26641e+13 4.27999e+13 4.07116e+13 3.32184e+13 3.22715e+13 4.61021e+13 2.91206e+13 2.83838e+13 4.1112e+13 3.26943e+13 2.78299e+13 2.67593e+13 4.33018e+13 3.43993e+13 2.60453e+13 2.5244e+13
threshold=451.00000000000006 56.760749800000006 36.865631950000008 10.500000000000002 55.696737300000009 55.876067900000002 56.309668500000008 77.565000000000012 6.0000000000000009 67.445000000000007 80.720000000000013 2.5000000000000004 55.702806750000008 55.579943700000008 55.737027400000009 104.01000000000001 114.05000000000001 88.00500000000001 2.5000000000000004 36.049731800000011 55.390026600000006 56.288960650000007 8.5000000000000018 50.010000000000012 55.721784200000009 24.500000000000004 17.500000000000004 21.500000000000004 36.555998300000006 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 10 7 8 -7 20 11 -6 13 -11 16 -15 17 24 19 -16 -1 -22 -23 -24 -14 26 -5 -28 -27 -21
right_child=-2 -3 -4 4 5 6 -8 -9 -10 12 -12 -13 14 15 18 -17 -18 -19 -20 29 21 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=7124.8205359019694 -43.767516528373989 -41330.148637218052 324.05051906605991 22395.365397117253 -27359.633385570629 123619.38118878266 -18986.73322502102 246212.44208984377 -23322.357265625003 -20199.191862756164 -93577.109169854069 63790.11995008681 -1535.8867003872865 -66383.39442661831 72136.666471354169 -214714.41040482954 120168.89754882814 -49714.245312500003 -12376.036899740124 -31809.416985498719 -9251.6978637456341 7753.8727254695623 -25290.343373780455 8799.5247039650294 70702.711363998722 90968.879927884613 112650.24779897838 38865.237397036348 -14718.639372428961 -110010.14772203947
leaf_weight=2092 3396489 133 658563 1008 518 67 223 40 30 597 72 45 117 168 24 22 40 66 906 73 7706 2829 844 422 98 26 104 161 226 95
leaf_count=2092 3396489 133 658563 1008 518 67 223 40 30 597 72 45 117 168 24 22 40 66 906 73 7706 2829 844 422 98 26 104 161 226 95
internal_value=0 219.478 227.639 -3182.5 13787.4 -4866.33 36659.1 127236 78173.5 -5838.82 -28408.3 -20074.1 -19000.3 -35495.6 -9851.78 -83558.6 25778.1 12341.7 -20268.2 -57509.2 -3748.97 -5676.6 1051.05 -13927.1 31391.5 25958.2 31851.9 67822.4 -3814.37 -76030.1
internal_weight=0 677315 677182 18619 2520 995 360 137 97 16099 635 563 2206 787 1419 190 321 281 1098 192 13893 11801 4095 1266 215 1525 1273 265 252 168
internal_count=4073804 677315 677182 18619 2520 995 360 137 97 16099 635 563 2206 787 1419 190 321 281 1098 192 13893 11801 4095 1266 215 1525 1273 265 252 168
is_linear=0
shrinkage=0.1


Tree=1252
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 6 4 6 4 4 6 1 3 6 7 1 1 4 0 6 3 1 1 6 6 1 3 4 1 1
split_gain=3.98891e+12 7.52327e+13 1.46306e+14 1.15392e+14 1.40466e+14 1.41043e+14 1.20189e+14 1.56646e+14 1.29952e+14 1.16374e+14 9.9935e+13 8.77399e+13 1.8934e+14 8.46936e+13 6.92963e+13 7.25719e+13 1.44671e+14 6.799e+13 6.78006e+13 6.97612e+13 6.51019e+13 6.13515e+13 6.03546e+13 5.76651e+13 1.85677e+14 9.67635e+13 6.84476e+13 6.59829e+13 6.21488e+13 8.08763e+13
threshold=55.046782850000007 55.039488700000007 138.05000000000004 82.895858600000011 82.901648750000021 64.805000000000021 21.500000000000004 62.010000000000012 16.500000000000004 15.500000000000002 108.05000000000001 82.92647190000001 6.5000000000000009 118.04500000000002 6.0000000000000009 82.958608050000009 82.966990000000024 23.500000000000004 55.043091000000011 149.05000000000004 18.500000000000004 82.918694400000007 82.970388650000018 82.00500000000001 120.05000000000001 82.948524700000021 4.5000000000000009 5.5000000000000009 82.92647190000001 82.941727000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 9 23 17 12 -9 -11 15 21 -17 -3 19 -4 -14 -10 -13 28 25 27 -26 -25 -6 -30
right_child=-2 2 18 4 6 -7 7 11 14 13 -12 22 20 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=24.573349704178316 -90.549244891226081 -7972.8325898331386 143593.91927990524 14332.863973947493 13457.895047144013 77654.55069931176 2595.9538643260062 242387.77948626896 -47058.666801417159 36124.257295245232 -140006.08792842744 36610.534826369512 26361.598392600572 -153302.51336263021 1993.0235135119649 -105046.06087786565 -22925.814792646805 -74645.42268827463 196693.8563888889 9364.5661464475252 212754.6957589286 13316.765081779235 -84918.5466750372 -98569.102311197916 -129600.11990740742 -39732.335338630306 -10961.079048440697 69970.186157327873 -15895.597524941113 3141.3262236182923
leaf_weight=1825156 2217197 2738 61 1066 3406 525 2187 66 215 1427 62 1512 174 24 2013 244 1776 162 45 106 21 775 42 24 54 101 489 723 3043 8370
leaf_count=1825156 2217197 2738 61 1066 3406 525 2187 66 215 1427 62 1512 174 24 2013 244 1776 162 45 106 21 775 42 24 54 101 489 723 3043 8370
internal_value=0 108.136 4957.4 4395.54 6362.58 35227.8 4641.66 20619.3 1822.83 5859.33 -14383 42336.6 95986.1 32991.1 -12369.6 -21975 -32845.3 -11697.3 87750.5 58394.4 46434.7 204.929 33326 3430.7 22898.2 52134.2 -22759.4 64555.3 1603.36 -1934.41
internal_weight=0 1.85661e+06 31451 31239 28277 1591 26686 4002 22684 17661 2962 1815 261 1451 5023 3010 2020 2900 212 167 195 990 1554 16210 1391 848 543 747 14819 11413
internal_count=4073804 1856607 31451 31239 28277 1591 26686 4002 22684 17661 2962 1815 261 1451 5023 3010 2020 2900 212 167 195 990 1554 16210 1391 848 543 747 14819 11413
is_linear=0
shrinkage=0.1


Tree=1253
num_leaves=31
num_cat=0
split_feature=6 2 4 1 1 5 6 6 0 4 1 0 3 1 0 3 0 6 0 6 6 0 0 3 0 6 6 0 1 1
split_gain=4.05726e+12 2.33052e+13 2.6377e+13 3.68807e+13 9.58259e+13 6.15533e+13 5.34855e+13 2.84505e+13 2.79332e+13 3.38564e+13 5.13815e+13 4.38555e+13 4.1735e+13 3.7148e+13 5.39409e+13 2.79074e+13 5.38075e+13 5.03132e+13 4.58818e+13 8.64173e+13 3.92467e+13 3.83591e+13 8.45866e+13 5.86799e+13 8.22251e+13 5.55885e+13 5.54154e+13 5.09646e+13 4.21838e+13 3.22486e+13
threshold=112.00500000000001 2882.5000000000005 3.5000000000000004 39.939672500000007 39.843340650000009 3.5000000000000004 130.05000000000004 122.65000000000002 60.028671700000011 2.5000000000000004 39.735861600000007 44.878071950000013 1.5000000000000002 39.004719500000007 55.633951400000008 17.500000000000004 44.739668300000005 120.05000000000001 45.015054600000006 125.02000000000002 156.15000000000003 45.055912800000009 45.053967500000006 20.500000000000004 45.022979600000006 168.45000000000002 138.05000000000004 51.307150200000002 38.999037500000007 38.948208550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 11 12 -2 13 14 -11 -4 17 -17 19 -18 -21 22 23 25 -25 26 28 -23 29 -20
right_child=1 -3 15 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 18 -19 21 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=13.048095978664742 73630.702927334336 -2317.1768446384954 3242.3584896058369 -31866.900705497959 -43478.973478618427 281779.05163690477 84698.718671875016 74034.046990898991 78179.043315972231 -63657.211111831668 -146621.13042140153 -3793.9744051396942 -31164.389479230544 148516.15788690475 55889.420677649454 -175623.50238715278 204783.06753771554 -26546.498475922133 -104473.3323902027 -69175.190935496808 64662.815703125001 42997.275542827992 -166022.38323863636 -125814.25068655303 46760.607377958579 -169752.37717013891 81382.208812040451 -9925.329154939529 -149462.15713141026 10127.910520788742
leaf_weight=4005334 83 40055 24234 535 38 21 40 45 36 64 33 617 645 21 92 36 29 61 37 39 50 222 44 33 169 36 34 1009 39 73
leaf_count=4005334 83 40055 24234 535 38 21 40 45 36 64 33 617 645 21 92 36 29 61 37 39 50 222 44 33 169 36 34 1009 39 73
internal_value=0 -763.283 1427.15 -8912.85 -1834.8 76282.2 152546 20232.9 -8905.1 -10921.2 -24272.4 5386.38 -19360.6 23653.1 6844.65 2324.91 -9309.59 -81874 -5429.35 54864.6 6014.7 -9624.33 -34093.8 -20305.5 18567.7 -56161.1 -33815.3 -381.204 -60102 -28419.8
internal_weight=0 68470 28415 2270 1735 144 61 83 1591 1555 855 700 822 177 156 26145 1911 97 1814 118 89 1696 465 421 202 219 183 1231 149 110
internal_count=4073804 68470 28415 2270 1735 144 61 83 1591 1555 855 700 822 177 156 26145 1911 97 1814 118 89 1696 465 421 202 219 183 1231 149 110
is_linear=0
shrinkage=0.1


Tree=1254
num_leaves=31
num_cat=0
split_feature=3 6 0 0 6 2 3 0 4 3 0 4 4 3 4 3 4 0 6 0 0 0 1 4 0 0 4 4 4 1
split_gain=3.98024e+12 2.27113e+13 5.41286e+13 5.47985e+13 5.32846e+13 1.17702e+14 5.35563e+13 5.12073e+13 1.61878e+14 8.38543e+13 8.26306e+13 5.14083e+13 4.91004e+13 4.90047e+13 5.7852e+13 4.58708e+13 5.7936e+13 4.35036e+13 8.32357e+13 4.28933e+13 4.06157e+13 5.81128e+13 3.93259e+13 4.66303e+13 9.66148e+13 1.17631e+14 9.36979e+13 9.18297e+13 7.47069e+13 6.23373e+13
threshold=4.5000000000000009 98.020000000000024 44.601833250000006 45.036141150000006 101.02000000000002 7884.5000000000009 2.5000000000000004 59.933037250000005 5.5000000000000009 2.5000000000000004 59.950512650000007 14.500000000000002 4.5000000000000009 3.5000000000000004 21.500000000000004 3.5000000000000004 9.5000000000000018 44.895258050000002 149.05000000000004 45.015054600000006 59.882709350000006 59.91832440000001 38.977585500000011 11.500000000000002 45.015054600000006 45.029425500000009 14.500000000000002 9.5000000000000018 15.500000000000002 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 20 9 -9 -11 15 -12 22 17 -10 -17 -15 -19 -20 -5 -22 23 24 -4 27 29 -26 -28 -25
right_child=-2 2 3 4 -6 6 -8 8 11 10 12 -13 -14 14 -16 16 -18 18 19 -21 21 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=165.36094454139581 -93.343749810311181 7559.546619579387 -4522.0207562238065 -4263.4127763746719 -674.14481873600835 -1137.2557887801206 -42271.014003862329 31364.576829907717 32010.382595180461 235702.10164930555 181902.89681490386 -63321.338441406253 9976.3080163043487 -70440.91603233623 -132706.75841703868 -169367.25786637934 17269.557692307695 -30510.92241017559 222189.24312500001 33127.363541666673 -88400.103918200941 -3212.9929698231458 -27386.905181170525 -56939.689220861488 84220.251137262661 -9411.9214854250677 153134.45339265047 282843.4621212121 -22739.119369360247 -258988.7341346154
leaf_weight=1862384 2153416 5537 686 5236 41886 415 1334 149 213 54 26 150 46 187 63 29 39 303 20 30 143 182 752 37 79 93 27 33 229 26
leaf_count=1862384 2153416 5537 686 5236 41886 415 1334 149 213 54 26 150 46 187 63 29 39 303 20 30 143 182 752 37 79 93 27 33 229 26
internal_value=0 104.67 -1843.97 -2836.35 -2103.65 -9573.25 -32510.9 -3171.81 22197.6 82144.1 142193 -16051.3 72060.9 -17091 -42023.5 9181.76 -62325.6 -31443.8 -10785.3 108752 -6392.59 -40695.3 -9428.26 1732.82 13479 73716.7 -31075.6 142743 -4189.95 -140325
internal_weight=0 1.92039e+06 58004 52467 49902 8016 1749 6267 706 275 126 431 72 2565 603 281 68 540 353 50 5561 325 1962 1210 891 205 319 112 256 63
internal_count=4073804 1920388 58004 52467 49902 8016 1749 6267 706 275 126 431 72 2565 603 281 68 540 353 50 5561 325 1962 1210 891 205 319 112 256 63
is_linear=0
shrinkage=0.1


Tree=1255
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 4 6 1 4 4 4 4 7 0 1 1 4 1 6 6 6 5 4 6 4 6 4 6 1 7
split_gain=4.2506e+12 6.54414e+13 6.9868e+13 9.80048e+13 9.14542e+13 8.94804e+13 8.44041e+13 6.88275e+13 1.21518e+14 1.72658e+14 1.19426e+14 6.64193e+13 7.24091e+13 6.47533e+13 7.61754e+13 2.00362e+14 2.18271e+14 1.39591e+14 1.46853e+14 1.03489e+14 1.31488e+14 6.5871e+13 5.9685e+13 1.66867e+14 6.19337e+13 7.53393e+13 6.91057e+13 6.47373e+13 9.0155e+13 1.12196e+14
threshold=43.687280500000007 39.625203600000013 39.689978950000004 3.5000000000000004 98.020000000000024 19.500000000000004 61.805000000000007 39.703507450000011 8.5000000000000018 15.500000000000002 12.500000000000002 9.5000000000000018 6.0000000000000009 43.6005307 40.024897700000004 43.047633000000012 10.500000000000002 39.749243900000003 100.05000000000001 112.00500000000001 114.05000000000001 3.5000000000000004 15.500000000000002 88.825000000000003 5.5000000000000009 79.710000000000022 8.5000000000000018 66.990000000000023 39.712886600000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -4 10 11 12 -10 -9 17 16 21 19 -19 22 -21 -16 24 -24 25 -15 27 28 29 -26
right_child=-2 2 7 4 -6 -7 -8 13 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=64266.488102318399 15.855569889169056 2859.5512493265087 -7440.3841955483367 -26349.418265292883 -155799.10552662038 172347.12058423914 152353.25711495537 238.9198721904437 55861.66641119463 -76934.517661521721 102937.85206269055 15876.71039819852 251129.07451562502 1003.100922870415 45350.871881909094 -36113.848974566819 -275713.50245535717 -33532.377858467873 -246743.18896780303 268318.13020312501 30453.069452903055 196149.54826171877 4138.926374727137 165838.61350769928 -15689.3249539099 -63488.365740966801 -7707.7738767730307 9597.1732945033491 -54167.668927958774 175120.44015842016
leaf_weight=155 3977958 116 1029 1554 54 23 56 79526 79 113 328 568 25 3885 841 502 21 1533 33 25 330 30 850 69 214 190 2169 280 1212 36
leaf_count=155 3977958 116 1029 1554 54 23 56 79526 79 113 328 568 25 3885 841 502 21 1533 33 25 330 30 850 69 214 190 2169 280 1212 36
internal_value=0 -658.064 -763.229 -20262.2 -27833.3 -23451.5 51531.9 -388.776 17331.1 40233 53472.9 29329.3 102801 -802.482 -7579.78 14422.8 42863.9 -10412.9 -38025.3 -5743.27 47204.1 50544.9 -7854.03 16279.6 -10631.2 -2003.86 -19620.4 -34453 -42889.5 11787.3
internal_weight=0 95846 95691 1803 1631 1577 172 93888 2142 1113 1000 672 104 91746 12220 1394 892 10826 1566 9260 355 871 8905 919 7986 4075 3911 1742 1462 250
internal_count=4073804 95846 95691 1803 1631 1577 172 93888 2142 1113 1000 672 104 91746 12220 1394 892 10826 1566 9260 355 871 8905 919 7986 4075 3911 1742 1462 250
is_linear=0
shrinkage=0.1


Tree=1256
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 1 0 5 6 6 4 6 0 1 4 1 6 3 6 6 3 3 3 6 3 6 6 6 1 7
split_gain=3.95065e+12 5.27148e+13 4.43798e+13 5.23829e+13 9.6019e+13 1.35345e+14 8.3428e+13 7.81133e+13 8.1184e+13 2.09528e+14 7.30195e+13 6.19008e+13 6.11258e+13 2.08583e+14 7.04534e+13 9.11268e+13 7.64729e+13 4.84209e+13 4.81092e+13 4.74586e+13 9.84828e+13 4.69648e+13 7.63127e+13 4.35961e+13 4.9942e+13 4.00302e+13 5.36829e+13 4.66448e+13 3.86301e+13 3.84841e+13
threshold=55.026775150000006 55.017684700000011 5261.5000000000009 82.963919600000011 16.500000000000004 82.948524700000021 55.02095400000001 2.5000000000000004 103.03500000000001 83.010000000000005 15.500000000000002 81.02500000000002 55.018166200000003 82.93515810000001 17.500000000000004 82.948524700000021 100.05000000000001 9.5000000000000018 66.990000000000023 106.49500000000002 8.5000000000000018 7.5000000000000009 6.5000000000000009 101.02000000000002 3.5000000000000004 97.020000000000024 86.030000000000015 100.05000000000001 52.419561900000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 5 10 23 -8 9 -9 -4 -12 13 -6 25 16 17 -16 -5 -18 -21 22 -20 -7 -25 26 -14 -27 -3 -1
right_child=-2 2 3 18 12 6 7 8 -10 -11 11 -13 14 -15 15 -17 19 -19 21 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-260.71743918001715 -83.937891713649094 -6083.6014486070599 9276.2818839931206 3269.3948560315803 -81422.319558189658 42048.46921277402 70871.584090866818 78099.379846643526 40271.739876302083 493842.86901633529 27568.098166252588 103635.14284213363 -9013.6934742962876 304813.69646990742 18935.511612489219 -10128.286169471652 -78608.550976562503 54449.710863014509 -7064.5742694571563 -33634.618831473221 113034.78707157257 -27810.05462431597 41369.792056265338 -180400.04255859376 37938.859259588069 -145328.36534476903 147724.89534801137 -21067.712434387209 -59221.679345703131 837.14299641574655
leaf_weight=1237095 2359546 433 5155 28195 29 335 210 27 24 22 408 145 3240 27 942 1283 96 648 3664 175 62 920 357 20 22 46 22 88 200 430368
leaf_count=1237095 2359546 433 5155 28195 29 335 210 27 24 22 408 145 3240 27 942 1283 96 648 3664 175 62 920 357 20 22 46 22 88 200 430368
internal_value=0 115.534 3425.75 3786.37 9159.13 17938.1 60811.6 101847 190955 264760 12980.7 47513.3 762.54 104799 -119.923 10512.1 24283.1 33409.2 1674.3 -19292.3 4734.59 -7427.82 -2764.38 30007.7 -66032 -10157.1 -7956.6 -63724.4 -22872.9 22.6376
internal_weight=0 1.71426e+06 46795 46162 13026 6368 660 283 73 49 5708 553 6658 56 6602 3206 1923 1590 33136 333 237 4941 4021 377 42 3396 3262 134 633 1.66746e+06
internal_count=4073804 1714258 46795 46162 13026 6368 660 283 73 49 5708 553 6658 56 6602 3206 1923 1590 33136 333 237 4941 4021 377 42 3396 3262 134 633 1667463
is_linear=0
shrinkage=0.1


Tree=1257
num_leaves=31
num_cat=0
split_feature=0 0 2 4 6 1 1 2 0 6 1 1 1 0 7 2 6 4 0 4 4 4 1 1 4 2 2 1 1 4
split_gain=4.10916e+12 5.015e+13 1.3014e+14 1.72664e+14 1.86504e+14 1.67814e+14 1.67206e+14 9.88381e+13 6.80065e+13 6.53161e+13 5.59402e+13 5.66867e+13 4.84242e+13 4.39528e+13 4.38547e+13 6.39139e+13 8.0848e+13 8.8687e+13 1.1017e+14 7.19902e+13 2.5599e+14 8.2452e+13 6.80451e+13 1.07504e+14 1.15872e+14 6.18899e+13 1.34681e+14 7.84538e+13 1.11014e+14 7.40525e+13
threshold=54.762682300000009 54.604289300000012 2851.5000000000005 21.500000000000004 58.755000000000003 56.128886000000001 55.90712030000001 7884.5000000000009 54.707511300000007 92.02500000000002 54.62357655000001 55.90712030000001 83.086354900000018 54.724612400000005 6.0000000000000009 2200.0000000000005 67.00500000000001 17.500000000000004 51.707269950000004 24.500000000000004 20.500000000000004 22.500000000000004 39.231261550000006 39.135518400000002 7.5000000000000009 4244.5000000000009 5160.5000000000009 43.862029600000007 39.873894000000007 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 14 3 4 8 6 -6 -4 10 -5 -3 -12 -9 -11 15 16 17 -1 -19 20 22 -22 23 -18 -25 27 -27 28 29 -16
right_child=-2 2 7 9 5 -7 -8 12 -10 13 11 -13 -14 -15 25 -17 19 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=170.96842924858601 -65.82261619310195 -1239.2572298865102 -28976.034508490116 -4566.5163918747776 855.09664962617012 -78633.152542842741 34984.212208410208 1208.9153007563007 975.10368133667987 -94096.796943851165 42164.303703647864 13901.284064176341 -9647.0126447642579 -1781.2090367759147 -5400.5594969016529 -131.31337852292185 -40378.691306502878 13062.940351091958 -30354.494950951394 -48526.685304958635 323792.35936153022 59864.832812500004 -32695.132738023938 51399.401089052611 -6157.1908076119935 26695.370659069536 3434.7956038416955 -3939.2791460269577 12664.491669555307 1885.4347823742646
leaf_weight=20571 2849744 1446 1225 6524 1913 155 5751 33570 10664 139 1006 2409 4682 82 16088 935933 794 806 2126 579 29 20 1390 395 3055 2754 25891 30497 8617 104949
leaf_count=20571 2849744 1446 1225 6524 1913 155 5751 33570 10664 139 1006 2409 4682 82 16088 935933 794 806 2126 579 29 20 1390 395 3055 2754 25891 30497 8617 104949
internal_value=0 153.242 2760.78 7714.99 11786.9 24381.9 26465.3 -1015.27 5443.61 -6377.68 15246.6 22227.1 -119.838 -59844 -3.87974 -276.393 -4838.3 -2148.15 -18419.1 -14935.2 -11512.8 216067 -13492.1 -7202.67 432.622 1390.04 5671.12 624.311 1697.75 916.995
internal_weight=0 1.22406e+06 69566 30089 23344 7819 7664 39477 15525 6745 4861 3415 38252 221 1.15449e+06 965698 29765 23503 2932 6262 5683 49 5634 4244 3450 188796 28645 160151 129654 121037
internal_count=4073804 1224060 69566 30089 23344 7819 7664 39477 15525 6745 4861 3415 38252 221 1154494 965698 29765 23503 2932 6262 5683 49 5634 4244 3450 188796 28645 160151 129654 121037
is_linear=0
shrinkage=0.1


Tree=1258
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 4 4 6 6 1 4 6 4 1 0 0 6 1 2 7 6 4 6 0 6 4 0 6
split_gain=4.21973e+12 9.88742e+13 7.0731e+13 9.31258e+13 8.19917e+13 8.76125e+13 9.99278e+13 1.23344e+14 1.65767e+14 8.38093e+13 7.85823e+13 7.22228e+13 7.16028e+13 1.4105e+14 6.59685e+13 5.26873e+13 7.98395e+13 8.33883e+13 5.13512e+13 5.09821e+13 1.31339e+14 8.80312e+13 6.22889e+13 5.16308e+13 4.98807e+13 4.93768e+13 5.29468e+13 4.92002e+13 4.88943e+13 6.58978e+13
threshold=50.213874250000011 49.692247900000005 53.175387700000009 50.136929700000003 53.341100000000004 53.20799465000001 50.136929700000003 21.500000000000004 4.5000000000000009 106.49500000000002 120.05000000000001 50.136929700000003 3.5000000000000004 87.395000000000024 24.500000000000004 49.300375350000003 55.79439725000001 55.749683450000006 138.05000000000004 52.061190950000004 3062.5000000000005 6.0000000000000009 87.015000000000015 25.500000000000004 65.410000000000011 55.812023600000011 45.995000000000012 18.500000000000004 53.506098950000009 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 6 7 8 -4 14 -8 -7 13 -13 24 -1 17 28 27 20 22 -22 -2 -23 -9 26 -18 -3 -17 -30
right_child=19 2 4 -5 -6 11 10 9 -10 -11 -12 12 -14 -15 -16 16 25 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=48.590853122001079 -11609.627186353171 -5108.060258464925 -18460.142468556711 22889.105716951752 -9447.1029346980249 65914.716577267332 -3637.5118270703456 -3488.3620826248211 29408.034797846871 152527.2782907197 -108795.51615668403 41699.408510819696 15218.885829812312 301727.37362500001 11939.065565367668 -23493.753902043944 4814.4887815338034 -57970.811232361317 -168032.39881713869 -28.014369717083078 1398.7590024476117 -14634.409640319456 -48463.124920666989 37560.642160235569 -40687.968317166276 -4287.4052818748369 38193.547851918622 -41720.655275114805 -4786.1428009137981 -155918.22235991381
leaf_weight=2419315 9857 5555 869 1161 2337 308 5457 742 4319 33 72 126 7722 25 992 2083 2068 387 20 1560504 31768 4990 481 197 701 5069 617 393 5607 29
leaf_count=2419315 9857 5555 869 1161 2337 308 5457 742 4319 33 72 126 7722 25 992 2083 2068 387 20 1560504 31768 4990 481 197 701 5069 617 393 5607 29
internal_value=0 82.179 5709.59 -3023.97 8336.33 10281.5 5237.36 12635.5 21390 -5767.29 -5006.91 18410.9 16552.5 84750.4 -7912.56 10.9297 -5733.97 -12673.3 -8065.04 -126.044 -3360.69 -573.413 -13324.3 -12652.1 -21559.7 1520.37 12484.8 -7527.15 -10402.3 -5563.79
internal_weight=0 2.46601e+06 30832 7129 23703 21366 13185 7656 5188 2468 5529 8181 7873 151 2435 2.43518e+06 15860 8106 5968 1.6078e+06 47293 36955 10338 5187 1443 7754 2685 5948 7719 5636
internal_count=4073804 2466007 30832 7129 23703 21366 13185 7656 5188 2468 5529 8181 7873 151 2435 2435175 15860 8106 5968 1607797 47293 36955 10338 5187 1443 7754 2685 5948 7719 5636
is_linear=0
shrinkage=0.1


Tree=1259
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 1 0 0 6 2 2 1 1 0 0 0 0 2 1 4 0 0 0 0 7 6 0 6 6 1
split_gain=4.42681e+12 3.47712e+13 5.50921e+13 5.0607e+13 4.41548e+13 5.44451e+13 3.92341e+13 5.76406e+13 5.71841e+13 3.98768e+13 7.10866e+13 1.81121e+14 9.28357e+13 8.67377e+13 6.4157e+13 7.53551e+13 1.31376e+14 6.81103e+13 7.99669e+13 6.38813e+13 6.15524e+13 5.85311e+13 9.84886e+13 7.92651e+13 5.41964e+13 4.97822e+13 4.80147e+13 4.69223e+13 4.61579e+13 4.33398e+13
threshold=5.5000000000000009 55.303261650000003 55.214863500000007 91.02500000000002 37.768783500000005 37.873748150000004 47.319699650000011 47.267650700000011 156.15000000000003 4244.5000000000009 2810.0000000000005 40.024897700000004 39.749243900000003 53.341100000000004 54.947152850000002 54.431501800000014 53.888505650000006 2691.5000000000005 56.128886000000001 4.5000000000000009 53.310923100000004 54.992080650000005 54.86311005000001 54.707511300000007 6.0000000000000009 91.02500000000002 54.604289300000012 42.875000000000007 54.990000000000002 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -9 10 14 12 -12 20 15 16 24 -18 -19 26 -13 22 23 -15 -8 -24 -17 -22 -28 -30
right_child=-2 -3 3 -5 5 -7 9 8 -10 -11 11 13 -14 21 -16 19 17 18 -20 -21 27 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=431.14151948169632 -65.182210544030724 748.68397773760694 -33211.27362141155 -82454.306256438882 39345.375940593694 -7010.5709918770663 -685.42713481883504 9028.7984571525922 -142423.22593749998 -155.73423598521885 -9487.6073328766088 -2455.8266846638544 -52705.009234871286 -9806.5133671840013 -8024.1384107425083 12593.603499005672 -55257.574287003234 -23587.200112164879 10141.481449321873 8983.1082097998406 2898.304724799827 -38508.518271622444 6776.7233694914139 -37815.799649402965 19648.476958349609 94722.874920099435 -141.80984312416032 27649.548926856965 -74989.995786285406 -14848.941739879032
leaf_weight=236502 2928705 541316 619 91 262 7688 28063 8927 25 231214 862 30093 1174 12399 9117 1735 460 2567 968 15827 2102 683 2596 1100 1375 66 4059 1205 128 1876
leaf_count=236502 2928705 541316 619 91 262 7688 28063 8927 25 231214 862 30093 1174 12399 9117 1735 460 2567 968 15827 2102 683 2596 1100 1375 66 4059 1205 128 1876
internal_value=0 166.71 -355.053 -8273.66 -7485.89 -5482.87 -239.825 729.283 8605.84 -920.1 -2412.08 -5168.19 -34407.7 -3983.34 -234.678 1009.96 -2044.94 -19061.3 -14351.2 5333.11 -1032.73 -9834.1 -8622.25 -12088.9 264.336 8957.21 -2075.02 11917.1 -6272.63 -18690.3
internal_weight=0 1.1451e+06 603783 8660 8569 7950 595123 245454 8952 349669 118455 52280 2036 50244 66175 57058 33433 3995 3535 23625 33400 16844 16161 13499 29438 2662 7798 3307 6063 2004
internal_count=4073804 1145099 603783 8660 8569 7950 595123 245454 8952 349669 118455 52280 2036 50244 66175 57058 33433 3995 3535 23625 33400 16844 16161 13499 29438 2662 7798 3307 6063 2004
is_linear=0
shrinkage=0.1


Tree=1260
num_leaves=31
num_cat=0
split_feature=4 0 0 0 0 0 0 1 0 5 6 1 1 6 5 6 0 0 1 1 1 6 6 0 6 6 6 6 6 2
split_gain=4.5634e+12 1.32906e+13 2.18738e+13 1.6994e+13 1.82667e+13 1.58041e+13 4.08667e+13 3.69749e+13 3.42502e+13 3.3271e+13 6.88006e+13 6.50787e+13 2.77124e+13 2.51746e+13 2.68111e+13 3.42712e+13 2.47136e+13 1.87194e+13 1.74338e+13 1.70568e+13 4.56846e+13 1.68376e+13 2.68116e+13 1.57657e+13 2.36052e+13 1.56378e+13 2.23516e+13 3.03367e+13 1.54975e+13 1.46263e+13
threshold=2.5000000000000004 47.245981600000007 47.295021550000008 56.904718250000009 56.872182500000008 45.00849250000001 45.036141150000006 39.044653900000007 45.109778000000006 3.5000000000000004 61.805000000000007 38.965413050000002 36.865631950000008 75.010000000000005 3.5000000000000004 134.05000000000004 45.029425500000009 44.990874950000006 38.97264950000001 38.109452700000006 37.631035900000008 86.920000000000016 99.050000000000011 45.029425500000009 72.50500000000001 108.05000000000001 93.050000000000011 81.705000000000013 98.020000000000024 8299.5000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 9 13 10 -7 -11 -10 18 -15 -16 21 -1 -8 20 -14 -13 -23 28 -25 26 27 -12 -9 -21
right_child=-2 2 3 -5 -6 6 8 23 12 11 25 16 19 14 15 -17 -18 -19 -20 29 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=555.69931793098669 -17.808993389650755 16988.836758426332 1657.8480304831924 -1738.9469294854666 17181.927787746943 -12125.927909435819 -7105.1653234639298 7408.4266371663416 35037.692122133318 -96348.989103452623 -58404.432597547144 168747.71694972829 2388.1832935201255 50079.950530803158 -14841.138976536029 115408.79864130435 -11229.141850754311 15321.826869996288 9721.731710470196 -1988.4713266312506 -40184.325294115726 15001.67330186632 157181.4574404762 24945.151246160527 142504.21637939452 30269.269122023812 -121722.51678890307 43220.409326171881 -81188.432756696435 -24400.173933430993
leaf_weight=10019 3961637 877 64321 16655 767 2642 872 330 186 31 358 23 578 271 166 23 29 939 2095 9921 447 36 21 117 20 21 49 32 21 300
leaf_count=10019 3961637 877 64321 16655 767 2642 872 330 186 31 358 23 578 271 166 23 29 939 2095 9921 447 36 21 117 20 21 49 32 21 300
internal_value=0 628.998 1279.96 1111.42 1840.78 -1191.23 -2966.92 -12325.2 -617.735 -16188 -18340.2 31497.2 -3246.39 8151.08 29918.3 1009.38 67857.1 1821.02 4776.31 -3879.57 -16177.6 96525.9 67383.7 13337.1 42107.1 -54031.5 -58064.1 -50066 2107.76 -2646.28
internal_weight=0 112167 82620 81743 65088 29547 18589 3730 14859 3242 3102 140 11432 3427 460 189 109 10958 2967 11246 1025 80 57 488 137 460 439 390 351 10221
internal_count=4073804 112167 82620 81743 65088 29547 18589 3730 14859 3242 3102 140 11432 3427 460 189 109 10958 2967 11246 1025 80 57 488 137 460 439 390 351 10221
is_linear=0
shrinkage=0.1


Tree=1261
num_leaves=31
num_cat=0
split_feature=6 0 0 3 0 6 0 2 3 4 6 1 5 0 1 3 5 3 1 0 3 4 1 5 4 6 0 0 3 6
split_gain=4.10972e+12 8.7086e+12 1.76604e+13 2.13247e+13 1.40257e+13 8.54478e+12 3.77773e+13 3.844e+13 3.05396e+13 4.80796e+13 6.47111e+13 5.5787e+13 3.21183e+13 2.67073e+13 2.66916e+13 4.50482e+13 8.30096e+13 1.85716e+14 4.20158e+13 1.00791e+14 9.98339e+13 7.16361e+13 5.41228e+13 8.33049e+13 8.43597e+13 4.35532e+13 4.09889e+13 6.94172e+13 1.41847e+14 5.3047e+13
threshold=247.90000000000001 60.028671700000011 59.905532300000012 4.5000000000000009 60.064438250000002 142.05000000000004 60.034792100000011 2632.5000000000005 7.5000000000000009 4.5000000000000009 168.45000000000002 50.298521650000005 4.5000000000000009 60.064438250000002 38.97264950000001 3.5000000000000004 2.5000000000000004 6.5000000000000009 38.958307950000012 45.036141150000006 10.500000000000002 9.5000000000000018 38.109452700000006 3.5000000000000004 19.500000000000004 149.05000000000004 58.08467765000001 57.978821400000008 2.5000000000000004 168.45000000000002
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 -4 -3 -1 14 -8 9 12 -11 -12 13 -9 15 -7 17 -17 22 25 21 -21 -18 24 -24 -20 27 -16 -29 -30
right_child=1 4 3 -5 -6 6 7 8 -10 10 11 -13 -14 -15 26 16 18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=6.5989065480644813 3663.9194391588994 102217.35262784091 -114874.03828822545 1485.1494683159724 13779.572963313469 18764.185681842275 45469.267580117987 -102076.61178977274 19114.676531862744 -49721.862939453131 -327177.58862304688 -108505.60867745537 66635.308978271481 24262.060532407409 -4383.2709826598348 -307075.95989583334 1799.4632332079968 84331.810369318177 -6340.459698275863 6329.8467329545456 34948.081459839879 -231242.32151041669 -186570.47896728516 -10176.025967362999 -2840.4464176829269 132693.80029780322 -110541.03780381946 -136931.09251302082 92284.591995389346 276558.00122767861
leaf_weight=4053505 3010 22 28 36 97 1557 49 44 51 72 20 28 32 27 12146 27 2205 22 29 22 121 30 64 276 41 101 36 24 61 21
leaf_count=4053505 3010 22 28 36 97 1557 49 44 51 72 20 28 32 27 12146 27 2205 22 29 22 121 30 64 276 41 101 36 24 61 21
internal_value=0 3586.22 2558.68 -49422 30129.4 -2.81304 -2233.11 -36107.8 -50696.3 -66662.1 -109681 -199619 -16543.4 -54032.3 -1581.17 5012.52 -2275.21 -131342 -86.1303 35144.9 -14851.4 -130731 -4214.13 -39017.2 -114828 101678 -3993.16 -3680.09 76893.7 139477
internal_weight=0 3193 3074 64 119 4.07061e+06 17106 323 274 223 120 48 103 71 16783 4495 2938 49 2889 303 173 52 2586 381 105 130 12288 12252 106 82
internal_count=4073804 3193 3074 64 119 4070611 17106 323 274 223 120 48 103 71 16783 4495 2938 49 2889 303 173 52 2586 381 105 130 12288 12252 106 82
is_linear=0
shrinkage=0.1


Tree=1262
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 6 1 3 4 5 1 2 0 0 0 0 6 4 0 4 4 6 0 6 0 7 0 1 4
split_gain=3.93311e+12 1.4936e+13 3.195e+13 1.81835e+13 2.62846e+13 2.38782e+13 3.88604e+13 2.29721e+13 1.75692e+13 5.11482e+13 3.57368e+13 1.72524e+13 8.72082e+13 4.64996e+13 6.73681e+13 4.78301e+13 3.91035e+13 3.84893e+13 3.91288e+13 2.57575e+13 1.90797e+13 1.80948e+13 1.7927e+13 1.68041e+13 1.65162e+13 1.59234e+13 2.94112e+13 1.49805e+13 9.22546e+13 6.79449e+13
threshold=83.689608100000015 83.971434050000013 53.506098950000009 53.379556850000007 65.805000000000021 83.754481100000007 52.990000000000002 83.754481100000007 12.500000000000002 15.500000000000002 2.5000000000000004 86.020047450000007 6240.0000000000009 55.649510000000014 53.175387700000009 52.02416370000001 56.520242650000007 70.00500000000001 13.500000000000002 55.214863500000007 11.500000000000002 7.5000000000000009 97.020000000000024 51.768991500000006 47.005000000000003 53.356310450000002 6.0000000000000009 56.020150250000007 92.865667950000017 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 7 25 -7 -5 -8 10 -10 12 19 14 15 23 17 20 -19 -3 24 -17 -16 -14 -15 -2 -27 -13 29 -29
right_child=1 11 -4 4 -6 6 8 -9 9 -11 -12 27 13 16 22 21 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-22.806408542970093 -3049.3488451466251 -47879.907476665634 -26334.280934488932 11641.742833058041 -25015.23379747718 2063.972112545714 12768.176040059625 -5311.8951291419726 42852.947749255953 21075.25347214851 223283.81311990489 1005.1998339779935 -33558.283879983843 7506.0724217232946 -23448.735619486702 505.79118614014425 -16808.524747218442 72592.710980198186 -5767.5892461603344 -16687.424372009104 -12193.403913909315 -11626.537544964711 -116681.09970238095 21617.776621167504 30640.335842561635 6759.9982218331934 -15325.268497473835 1323.6704872768389 1502.8194801904938 -13160.160778451405
leaf_weight=3865552 5121 303 375 1152 478 5542 4393 2610 21 276 23 116226 58 692 1152 4393 356 231 88 2096 255 1707 21 1142 557 5723 674 5054 38515 9018
leaf_count=3865552 5121 303 375 1152 478 5542 4393 2610 21 276 23 116226 58 692 1152 4393 356 231 88 2096 255 1707 21 1142 557 5723 674 5054 38515 9018
internal_value=0 423.33 2646.6 3064.38 -2926.9 4231.11 7740.75 -120.35 14416 37038.2 137169 100.74 -3402.2 477.131 -2873.44 700.899 13505.8 19425.6 50976.1 -20627.1 12733.7 -2889.27 -25117.9 18950.9 17823 1106.31 4433.05 371.553 -1028.91 -7958.25
internal_weight=0 208252 26388 26013 4240 21773 10255 3762 4713 320 44 181864 13051 10652 8473 7300 2179 1823 319 2399 1504 6100 1173 1200 1249 11518 6397 168813 52587 14072
internal_count=4073804 208252 26388 26013 4240 21773 10255 3762 4713 320 44 181864 13051 10652 8473 7300 2179 1823 319 2399 1504 6100 1173 1200 1249 11518 6397 168813 52587 14072
is_linear=0
shrinkage=0.1


Tree=1263
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 7 0 5 3 6 6 6 1 1 6 1 6 3 3 6 6 7 7 3 1 1 4 1 6 6
split_gain=3.85607e+12 8.0581e+12 2.15518e+13 1.22156e+13 9.29486e+12 1.17855e+13 9.01796e+12 1.03998e+13 1.43577e+13 2.14716e+13 2.02064e+13 2.19974e+13 3.07689e+13 2.46063e+13 2.30334e+13 1.87218e+13 1.8152e+13 1.59678e+13 1.37882e+13 1.60807e+13 1.21494e+13 1.00299e+13 9.43602e+12 9.0225e+12 1.63306e+13 1.64048e+13 1.51273e+13 1.03005e+13 9.54839e+12 2.20005e+13
threshold=27.500000000000004 55.696737300000009 55.710673100000008 56.02161850000001 55.685785750000008 6.0000000000000009 55.79439725000001 3.5000000000000004 33.500000000000007 97.020000000000024 79.710000000000022 70.50500000000001 37.755233900000007 37.649344350000007 73.41500000000002 37.543519500000009 39.025000000000013 28.500000000000004 29.500000000000004 65.00500000000001 58.305000000000007 6.0000000000000009 6.0000000000000009 32.500000000000007 37.374856000000008 37.534144550000008 34.500000000000007 60.636764050000004 99.050000000000011 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 9 10 11 12 13 17 -13 -10 -15 -4 20 -20 -14 -18 -19 27 26 -26 -25 28 29 -8
right_child=1 2 6 -5 5 -7 23 -9 15 -11 -12 14 18 16 -16 -17 21 22 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-3.5989802884880642 4607.2299415225079 -84256.408883463548 -40334.655324978303 80895.483220108697 98401.349441964296 19305.593001835725 5316.7764123273264 63111.537648809528 -18702.64618389423 -96863.479799107154 38307.516029251456 -111813.46495276164 24600.956677246097 37298.171484375001 -15920.262405598958 99140.770814732154 -102305.55156250001 50084.46979166667 23254.608479042661 -51727.988629645275 103421.95015092329 -46114.037878791656 -2193.4574661812512 90105.104810357865 -41656.733132892768 -1490.729291482043 -13325.931159855769 -19014.436204202586 -26232.983631977284 34041.883838737805
leaf_weight=4068237 1407 30 108 23 21 183 1678 21 26 28 86 43 48 20 60 28 47 39 126 37 33 98 301 31 146 335 26 145 76 317
leaf_count=4068237 1407 30 108 23 21 183 1678 21 26 28 86 43 48 20 60 28 47 39 126 37 33 98 301 31 146 335 26 145 76 317
internal_value=0 2630.05 177.776 8532.63 7499.52 27447.8 826.771 -6615.01 -7913.11 -10442.9 -8129.53 -12289.5 -7041.7 -18996.2 -55953.3 42401.3 -52009.5 -6837.23 22991.5 6234.02 56713.2 -64327.8 3803.13 3931.57 -7684.93 -13682.5 42926 6751.82 8555.83 9881.12
internal_weight=0 5567 3933 1634 1611 204 3903 1149 1128 1074 1046 960 857 613 103 54 165 448 244 163 81 145 340 2754 538 481 57 2216 2071 1995
internal_count=4073804 5567 3933 1634 1611 204 3903 1149 1128 1074 1046 960 857 613 103 54 165 448 244 163 81 145 340 2754 538 481 57 2216 2071 1995
is_linear=0
shrinkage=0.1


Tree=1264
num_leaves=31
num_cat=0
split_feature=1 0 3 6 4 4 1 7 7 1 0 0 0 5 1 0 6 0 1 0 6 5 7 1 6 0 3 5 3 1
split_gain=3.82534e+12 2.19398e+13 1.83537e+13 5.96206e+13 3.23514e+13 6.21726e+13 1.73452e+14 1.48993e+14 7.71072e+13 1.14625e+14 1.11551e+14 8.65621e+13 8.05918e+13 8.33976e+13 6.57462e+13 4.96991e+13 4.57264e+13 4.24338e+13 1.59925e+14 7.28357e+13 5.83279e+13 9.20843e+13 8.66478e+13 6.40155e+13 5.62994e+13 6.06385e+13 4.91735e+13 4.79358e+13 6.51348e+13 4.23583e+13
threshold=30.303340300000002 54.604289300000012 17.500000000000004 122.65000000000002 14.500000000000002 13.500000000000002 30.277905650000005 6.0000000000000009 6.0000000000000009 30.242318500000007 60.064438250000002 59.963561900000009 59.864072000000007 2.5000000000000004 30.226173900000003 59.939085000000013 130.05000000000004 60.028671700000011 30.277905650000005 60.064438250000002 101.02000000000002 3.5000000000000004 6.0000000000000009 30.226173900000003 50.995000000000012 60.042359000000012 3.5000000000000004 3.5000000000000004 12.500000000000002 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 12 -10 -11 -7 -14 -12 16 29 26 20 24 21 -19 -23 -22 -20 -26 -17 28 -25 -6
right_child=-2 2 3 -5 15 6 7 -9 10 11 14 -13 13 -15 -16 17 -18 18 19 -21 23 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-60434.996429442966 19.817011241588265 -187.12083724956611 4642.3951224262164 -103796.46845128677 -2295.2054153198474 14663.325648720165 12406.269740372474 -157812.08120619159 26151.078062949131 120398.92026227678 175566.89145740328 7524.0247554894659 -11152.973820848996 -92285.495449456939 46752.76171875 -8277.9269993912658 47192.923700469779 -2033.1605114449781 -36562.293098407456 68260.200668402773 18339.025768372256 205164.42839176831 20594.318895755598 -70108.571354874322 -47413.490087890626 -146871.78387019233 5735.7527861720282 11348.073167067309 -227219.60101351351 -12387.105345784465
leaf_weight=61 3910268 103133 8681 51 7730 957 99 107 1322 140 84 132 557 164 75 3096 153 13914 325 45 91 41 67 92 116 130 13094 39 37 9003
leaf_count=61 3910268 103133 8681 51 7730 957 99 107 1322 140 84 132 557 164 75 3096 153 13914 325 45 91 41 67 92 116 130 13094 39 37 9003
internal_value=0 -473.84 -451.465 4009.05 -703.168 266.035 13116 -76008.1 18467.1 5402.46 35669 65621.4 -4358.89 -29607.5 114806 -2860.25 -7227.44 -488.062 -4339.66 -54227.8 -2187.77 -1319.2 90662.6 -49211.1 -63881 -99972.8 3055.93 -85800.8 -115171 -7725.04
internal_weight=0 163536 163475 8732 154743 106770 3637 206 3431 1950 1481 272 1678 721 159 47973 16886 31087 14897 616 14281 14022 108 259 571 246 16190 168 129 16733
internal_count=4073804 163536 163475 8732 154743 106770 3637 206 3431 1950 1481 272 1678 721 159 47973 16886 31087 14897 616 14281 14022 108 259 571 246 16190 168 129 16733
is_linear=0
shrinkage=0.1


Tree=1265
num_leaves=31
num_cat=0
split_feature=1 7 5 6 1 6 5 1 0 4 4 6 6 1 1 6 1 4 0 0 0 1 0 0 6 4 1 0 4 6
split_gain=3.88841e+12 3.19691e+13 3.89681e+13 3.63284e+14 1.48288e+14 7.54661e+13 1.13183e+14 1.66639e+14 1.34608e+14 1.40143e+14 2.12203e+14 2.51163e+14 1.06059e+14 1.11616e+14 1.9575e+14 1.63474e+14 1.59379e+14 1.32004e+14 1.17614e+14 4.65264e+14 2.36224e+14 1.44639e+14 1.43505e+14 1.8416e+14 1.15717e+14 1.14912e+14 1.08236e+14 1.98439e+14 1.46647e+14 1.43165e+14
threshold=37.649344350000007 6.0000000000000009 2.5000000000000004 68.00500000000001 37.503969450000007 52.015000000000008 1.5000000000000002 37.563506350000004 54.707511300000007 19.500000000000004 20.500000000000004 63.855000000000011 57.715000000000011 37.503969450000007 37.563506350000004 62.995000000000012 37.488790500000007 29.500000000000004 55.82518790000001 55.759969450000007 55.791814000000009 37.543519500000009 55.539595350000006 55.554045200000012 62.010000000000012 6.5000000000000009 37.618684050000006 55.676890650000011 14.500000000000002 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 5 4 -4 -3 7 8 -7 -10 11 -11 -8 16 18 24 -14 -18 19 21 -21 -15 -23 -24 -16 -17 -27 -28 -29 -30
right_child=-2 2 3 -5 -6 6 12 -9 9 10 -12 -13 13 14 15 25 17 -19 -20 20 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=657.17812304227436 -50.646883867385576 267.7440957669541 30573.72152107225 -1238.9953249901937 -6262.4642208009745 57377.981930697162 -8487.9552300955838 82014.672181215501 -10698.945835310016 48901.104153774759 13509.336327842057 319397.50519831735 -3017.291664651746 -3912.6122940584705 -9709.0887127694459 183292.5048519737 -69444.764848696635 37881.236009530141 5908.1144743475452 83326.77076314787 253536.26016456119 -61345.484065358236 255624.53576388891 57025.335803894937 -54815.614058061088 -9841.0902119919301 -77739.736963407326 70382.40861188616 163272.32321428572 10055.865822245654
leaf_weight=541683 3210903 159718 5530 48590 1362 472 33429 317 2850 101 906 52 53248 1493 3425 38 612 141 2391 615 94 82 54 345 682 1882 189 630 63 1907
leaf_count=541683 3210903 159718 5530 48590 1362 472 33429 317 2850 101 906 52 53248 1493 3425 38 612 141 2391 615 94 82 54 345 682 1882 189 630 63 1907
internal_value=0 188.46 -601.959 1808.52 23294.1 -1105.23 -3173.65 12000 6933.93 842.964 31904.8 140835 -3877.22 -1606.93 6387.86 -2618.3 -3663.33 -49347.9 22035.9 36408.5 105893 11451.7 59141.7 83903.4 -17199.4 10098.7 8689.76 21194.3 28386 14955.7
internal_weight=0 862901 321218 55482 6892 265736 106018 4698 4381 3909 1059 153 101320 67891 13890 8816 54001 753 5074 2683 709 1974 481 399 4107 4709 4671 2789 2600 1970
internal_count=4073804 862901 321218 55482 6892 265736 106018 4698 4381 3909 1059 153 101320 67891 13890 8816 54001 753 5074 2683 709 1974 481 399 4107 4709 4671 2789 2600 1970
is_linear=0
shrinkage=0.1


Tree=1266
num_leaves=31
num_cat=0
split_feature=2 2 0 4 6 5 6 4 0 6 4 3 0 0 1 0 4 1 0 0 6 1 0 1 6 5 6 1 6 3
split_gain=3.77306e+12 7.9736e+13 3.55986e+13 9.91383e+13 5.20776e+13 5.7064e+13 8.19845e+13 5.16186e+13 4.85156e+13 6.12864e+13 5.64556e+13 4.7082e+13 4.25112e+13 2.17984e+14 4.2377e+13 9.39259e+13 4.54289e+13 4.22755e+13 5.57527e+13 4.07124e+13 7.51304e+13 6.35871e+13 4.06665e+13 1.1318e+14 8.39545e+13 1.582e+14 9.72422e+13 9.09342e+13 1.06202e+14 1.05193e+14
threshold=5791.5000000000009 5873.0000000000009 56.872182500000008 10.500000000000002 78.010000000000005 2.5000000000000004 98.020000000000024 25.500000000000004 61.78914120000001 142.05000000000004 3.5000000000000004 4.5000000000000009 56.986919400000012 57.60122925000001 60.620042600000012 57.100506200000005 5.5000000000000009 61.381045500000006 58.08467765000001 58.010305850000002 76.00500000000001 60.571186450000006 56.818587550000011 59.999510900000011 62.625000000000007 2.5000000000000004 108.05000000000001 60.636764050000004 69.605000000000004 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 22 4 12 6 -6 19 9 17 -10 -11 -4 14 15 -14 -16 -7 -19 20 -5 -22 -3 -24 -25 26 27 28 -26 -30
right_child=1 2 3 7 5 8 -8 -9 10 11 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=60.291397715970938 -17879.829961148786 -90.579998048580535 3397.5858963966662 -11060.597076256325 -72780.483283434412 -7100.1760763933271 30078.587058668869 19305.156391925379 -43618.191360978897 -28647.237042968751 23028.917745458621 -136977.09934719713 10749.460507721555 1422.1589967643879 -19973.232404178743 -18099.810565225358 -55079.008491644185 -95589.240264695691 15535.339774290273 -500.76880929032478 -57866.604938764387 -12235.269254351268 -71022.367831465133 341.5384983696847 16637.717782117288 3197.9304204322198 -84229.949571054196 3190.4283045008565 49060.749361195281 181873.22045110888
leaf_weight=2925575 2532 1000507 24485 8614 304 3047 104 573 151 100 803 67 1557 41433 3177 4101 417 124 71 2697 682 553 207 35566 1412 12136 79 1104 1564 62
leaf_count=2925575 2532 1000507 24485 8614 304 3047 104 573 151 100 803 67 1557 41433 3177 4101 417 124 71 2697 682 553 207 35566 1412 12136 79 1104 1564 62
internal_value=0 -153.617 -114.441 -1989.18 -666.952 -10798.1 -46561.5 -10046.2 -7453.73 -13032.1 12480 -72108.9 -23.9339 -1676.81 -15554.8 -10160.9 -24046.4 -9988.99 -55128.5 -11386.7 -14367.7 -37434.1 51.2972 2774.28 3068.48 8997.85 25673.5 27769.6 36701.6 54124.9
internal_weight=0 1.14823e+06 1.1457e+06 93060 79941 4771 408 13119 4363 3409 954 167 75170 50685 9252 5658 3594 3242 195 12546 9849 1235 1.05264e+06 52130 51923 16357 4221 4142 3038 1626
internal_count=4073804 1148229 1145697 93060 79941 4771 408 13119 4363 3409 954 167 75170 50685 9252 5658 3594 3242 195 12546 9849 1235 1052637 52130 51923 16357 4221 4142 3038 1626
is_linear=0
shrinkage=0.1


Tree=1267
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 1 6 1 6 4 1 1 0 0 0 4 4 1 0 4 1 0 6 6 1 6 6 0 3 6
split_gain=4.0135e+12 2.83426e+13 1.03904e+14 7.29216e+13 6.98904e+13 1.18206e+14 5.97685e+13 5.90082e+13 1.6115e+14 8.28281e+13 5.26218e+13 5.76969e+13 5.04134e+13 4.7254e+13 6.30436e+13 8.43428e+13 6.48761e+13 7.72149e+13 6.82053e+13 6.14457e+13 5.74343e+13 5.6449e+13 5.5587e+13 6.10455e+13 5.315e+13 4.60225e+13 7.52972e+13 4.47631e+13 1.10615e+14 7.27015e+13
threshold=18.500000000000004 59.898927250000007 59.825842200000004 60.002985000000002 30.509101000000005 30.330566300000005 40.205000000000005 30.303340300000002 90.045000000000016 23.500000000000004 37.331232350000008 37.534144550000008 55.622114900000007 55.850146250000009 55.834019500000004 26.500000000000004 22.500000000000004 37.343102500000008 55.710673100000008 23.500000000000004 37.374856000000008 55.812023600000011 71.030000000000015 80.720000000000013 37.475446350000006 98.020000000000024 79.015000000000015 59.838047850000002 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 2 10 -3 5 7 -7 -4 9 -9 -2 12 25 14 15 16 17 -14 22 -16 -15 -17 -18 24 -24 26 -12 28 -8 -30
right_child=1 3 4 -5 -6 6 27 8 -10 -11 11 -13 13 20 19 21 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=17.095965687576921 -9399.1404374864887 -12349.096857419961 3974.7220158960913 1039.5652066659961 -13001.016706814858 12369.890574215999 -2951.4163149350652 -27986.255727949771 156433.68046875001 -161103.64135448044 -7504.9224508819461 -1136.5978796723221 30500.631518554688 -50214.960120076874 -23653.183785695044 2252.5499915813575 -2953.5335380574015 -12066.382317464995 41792.454775626858 56410.454886549793 2570.0787484297189 -38188.608058022553 52800.579070723688 -6469.9928524728557 229243.26250000001 103262.51955422794 -92714.029148230096 35601.253816005927 23854.109895833335 208403.20109269427
leaf_weight=3956431 6523 6822 1540 10077 871 1242 77 107 32 83 1261 75565 689 218 116 1856 770 1117 1558 552 3787 424 38 59 31 34 113 1707 30 74
leaf_count=3956431 6523 6822 1540 10077 871 1242 77 107 32 83 1261 75565 689 218 116 1856 770 1117 1558 552 3787 424 38 59 31 34 113 1707 30 74
internal_value=0 -576.274 61.0191 -4365.34 13097.7 17744.4 29407.3 -2973.43 -51172.3 -86137.5 -732.239 -91.174 6167.04 8406.24 13244.1 10256.1 18560.9 4173.19 29140.7 42507.2 -303.114 -5268.09 7190.44 68212.8 132072 -11668.7 -14512.7 40615.2 87901.7 155168
internal_weight=0 117373 100474 16899 5763 4892 3130 1762 222 190 94711 88188 12623 11215 7210 6542 4262 1806 2456 668 4005 2280 898 128 69 1408 1374 1888 181 104
internal_count=4073804 117373 100474 16899 5763 4892 3130 1762 222 190 94711 88188 12623 11215 7210 6542 4262 1806 2456 668 4005 2280 898 128 69 1408 1374 1888 181 104
is_linear=0
shrinkage=0.1


Tree=1268
num_leaves=31
num_cat=0
split_feature=4 5 6 7 6 4 0 7 6 6 3 0 2 0 4 6 6 0 1 6 1 6 0 0 1 0 0 6 6 6
split_gain=3.84463e+12 1.14264e+13 5.47451e+13 2.00859e+13 1.94894e+13 1.80476e+13 1.6688e+13 4.29302e+13 2.57144e+13 2.04174e+13 1.77738e+13 1.40616e+13 1.65187e+13 2.54103e+13 3.50302e+13 5.22222e+13 3.30716e+13 2.23933e+13 1.73978e+13 1.87511e+13 1.47238e+13 1.43652e+13 1.36765e+13 2.31655e+13 1.93926e+13 2.2563e+13 2.53638e+13 2.77458e+13 5.10066e+13 2.04095e+13
threshold=2.5000000000000004 2.5000000000000004 59.815000000000005 6.0000000000000009 106.49500000000002 1.5000000000000002 57.670849000000011 6.0000000000000009 82.00500000000001 83.820000000000007 1.5000000000000002 57.60122925000001 2882.5000000000005 44.046956350000009 1.5000000000000002 104.01000000000001 67.445000000000007 43.6005307 39.718675700000013 93.050000000000011 39.908802000000009 63.855000000000011 59.825842200000004 59.91832440000001 30.277905650000005 61.78914120000001 60.753246850000004 98.020000000000024 120.05000000000001 97.020000000000024
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 -5 11 8 -8 10 -10 12 13 14 -3 16 -16 -17 -18 -20 21 -13 -11 -24 -25 26 27 -26 -29 -28
right_child=-2 6 3 4 -6 -7 7 -9 9 22 -12 20 -14 -15 15 17 18 -19 19 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=544.31138267073879 -16.346409757322949 82314.072375000003 -12894.875671436732 -49893.005394345237 107490.58916903409 24008.358127904095 -6992.9040491068145 -113205.31136067708 146519.18022017047 -11130.73489832966 23277.63703125 -3403.0481971153845 4835.868732714097 707.79039623983238 -22269.27345597462 116479.44675 -26268.07666903409 -18753.228385416667 -97502.736179956904 -207784.51015625001 -8447.3588462611606 68354.982854352682 104158.84709916549 -57649.496066856387 -90654.59328125001 -23129.858741034837 179937.41859375002 158321.42258522729 -59563.131398809528 56719.27260861281
leaf_weight=75020 3961637 25 3932 42 22 155 2809 36 22 163 25 39 16311 12905 93 25 22 24 58 21 70 98 33 32 20 61 20 22 21 41
leaf_count=75020 3961637 25 3932 42 22 155 2809 36 22 163 25 39 16311 12905 93 25 22 24 58 21 70 98 33 32 20 61 20 22 21 41
internal_value=0 577.34 -74.2422 -11253.2 18221.8 8252.74 2140.76 -4599.84 -3403.82 18513 80965.2 2891.07 2708.73 74.8669 -30402.3 -41998.6 -65296.8 50243 -104916 -126818 28863.5 47927.5 11405.9 26099.7 14229 26662 51156.4 6653.23 51912.7 97118.7
internal_weight=0 112167 79171 4151 219 197 32996 3305 3269 460 47 29691 29484 13173 268 243 194 49 101 79 207 137 413 250 217 185 124 63 43 61
internal_count=4073804 112167 79171 4151 219 197 32996 3305 3269 460 47 29691 29484 13173 268 243 194 49 101 79 207 137 413 250 217 185 124 63 43 61
is_linear=0
shrinkage=0.1


Tree=1269
num_leaves=31
num_cat=0
split_feature=0 0 6 5 1 4 1 4 1 4 6 3 6 6 1 3 3 6 4 6 5 6 1 1 4 1 6 4 4 3
split_gain=3.6656e+12 1.47851e+13 5.98821e+13 7.51521e+13 5.91814e+13 4.95003e+13 3.35972e+13 5.39793e+13 4.8333e+13 3.5731e+13 3.15808e+13 3.42822e+13 3.14305e+13 2.76922e+13 4.68239e+13 3.01617e+13 6.88398e+13 1.51909e+14 3.21411e+13 2.67143e+13 2.58393e+13 4.72336e+13 2.24298e+13 7.03479e+13 2.88006e+13 2.51112e+13 2.4016e+13 3.95246e+13 5.169e+13 3.93262e+13
threshold=44.895258050000002 44.739668300000005 92.02500000000002 2.5000000000000004 38.977585500000011 9.5000000000000018 37.318079750000003 8.5000000000000018 34.382014200000008 3.5000000000000004 108.05000000000001 7.5000000000000009 114.05000000000001 138.05000000000004 38.430814800000007 3.5000000000000004 2.5000000000000004 116.05000000000001 9.5000000000000018 116.05000000000001 3.5000000000000004 122.65000000000002 37.740454950000007 38.430814800000007 5.5000000000000009 38.109452700000006 47.005000000000003 15.500000000000002 20.500000000000004 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 22 5 6 12 7 8 -5 -10 11 -7 -4 14 15 16 -8 -18 19 -17 21 -20 26 24 -24 -26 -3 -28 -29 -30
right_child=-2 2 3 4 -6 10 13 -9 9 -11 -12 -13 -14 -15 -16 18 17 -19 20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-46.645983802868628 22.03009330404435 -3113.5015421738035 -74427.394238281253 108637.48883928571 -133986.87514022435 -152605.02668508978 -26746.190931346322 66647.568487608078 -174057.32797619049 -25083.66813858696 -235174.97864724864 -11214.729832175926 49808.836117553714 -71757.323384060335 131090.96938920455 -42176.605280496995 -11479.103534226191 317923.55595238099 -17026.742311407295 -137182.11548913046 -86331.48143382353 141472.87961956521 -15619.410945539945 1038.387954649095 -30915.685630474673 -87474.718985133499 6389.1012206548894 -10369.137974032574 26353.599282114745 160991.87176983175
leaf_weight=175999 3865320 13582 56 21 39 47 146 132 21 69 23 27 32 90 22 83 42 21 103 46 34 23 1784 3935 330 103 8810 2707 131 26
leaf_count=175999 3865320 13582 56 21 39 47 146 132 21 69 23 27 32 90 22 83 42 21 103 46 34 23 1784 3935 330 103 8810 2707 131 26
internal_value=0 -408.441 -2368.59 -25554.2 -13524.2 -83558.4 -8016.56 23427.5 -27969.3 -59844.2 -132827 -101017 -29250.6 -20542.6 -11678.6 -17985.7 10953.7 98321.8 -38914.1 -76054.5 -8969.68 11905.7 -1573.54 -6988.14 -21234.6 -44369.7 -254.622 3071.51 -7133.78 48650.4
internal_weight=0 208484 32485 1077 892 185 853 243 111 90 97 74 88 610 520 498 209 63 289 129 160 126 31408 6152 2217 433 25256 11674 2864 157
internal_count=4073804 208484 32485 1077 892 185 853 243 111 90 97 74 88 610 520 498 209 63 289 129 160 126 31408 6152 2217 433 25256 11674 2864 157
is_linear=0
shrinkage=0.1


Tree=1270
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 1 1 7 4 0 4 4 6 6 4 6 5 1 4 6 0 1 1 4 4 4 5 4 6 0
split_gain=3.62271e+12 1.06799e+14 9.24049e+13 1.64427e+14 1.28149e+14 1.67938e+14 2.99139e+14 3.80399e+14 2.46765e+14 4.11894e+14 2.2628e+14 3.34284e+14 1.94081e+14 2.01299e+14 1.91177e+14 1.67661e+14 1.94036e+14 1.76595e+14 1.49949e+14 1.49004e+14 1.4262e+14 2.84803e+14 1.3795e+14 2.72655e+14 1.17784e+14 1.02845e+14 1.00206e+14 1.16235e+14 9.94545e+13 9.70176e+13
threshold=55.753967500000009 55.737027400000009 55.783232450000007 13.500000000000002 37.475446350000006 37.631035900000008 37.586700500000006 6.0000000000000009 15.500000000000002 55.759969450000007 22.500000000000004 26.500000000000004 46.805000000000007 42.875000000000007 26.500000000000004 62.625000000000007 2.5000000000000004 37.543519500000009 25.500000000000004 93.050000000000011 55.768246800000007 37.503969450000007 37.534144550000008 15.500000000000002 23.500000000000004 21.500000000000004 1.5000000000000002 27.500000000000004 38.605000000000011 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 6 10 8 -8 -10 15 18 13 28 24 20 17 -17 -12 -7 21 -6 -23 -24 -14 -5 -27 -28 -9 -4
right_child=2 -3 29 4 5 19 7 12 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-22.461429699035698 198.51355548812961 4465.3632604591612 7753.8146545690979 46673.925112595934 -176127.20274003624 -3980.5270387045452 102518.51231005604 -30189.862784536585 -6900.2522302727957 -346263.98634868424 36712.849292355299 -29406.840254520706 -104617.56723346001 162048.41911458335 75058.349969951931 110513.56848212036 -31673.352160816459 -156334.01261160715 160510.3844051183 -43479.01311676624 -67560.533206426742 -6532.9619008259606 -113462.59843750001 236489.26391879699 -199503.01966105399 -47215.533807744563 4105.5965858691607 141810.83680245536 -108227.37625144677 -45.402843989455761
leaf_weight=2465905 38788 54192 16124 679 69 15004 191 498 608 38 1143 1041 698 45 52 217 426 28 107 1020 1172 166 31 79 161 345 493 70 243 1474171
leaf_count=2465905 38788 54192 16124 679 69 15004 191 498 608 38 1143 1041 698 45 52 217 426 28 107 1020 1172 166 31 79 161 345 493 70 243 1474171
internal_value=0 74.0445 -120.099 -3858.74 -10249.8 -12143.2 -25049.3 -52507.5 2661.47 -26862.8 -9514.79 12450.8 -79718.1 -43310 -111131 -32514.5 9107.67 80016.7 47309.9 -6494.78 -50924.8 5588.59 51017.5 137866 -122402 17235.7 -4778.13 21227 -55781.1 38.9795
internal_weight=0 2.5201e+06 1.55371e+06 63412 24624 23037 7013 2534 837 646 4479 2291 1697 786 911 2188 671 245 1250 16024 1517 345 276 110 859 1587 908 563 741 1.4903e+06
internal_count=4073804 2520097 1553707 63412 24624 23037 7013 2534 837 646 4479 2291 1697 786 911 2188 671 245 1250 16024 1517 345 276 110 859 1587 908 563 741 1490295
is_linear=0
shrinkage=0.1


Tree=1271
num_leaves=31
num_cat=0
split_feature=6 5 1 7 6 3 6 1 2 2 4 4 0 3 1 1 6 1 0 0 0 1 6 0 3 2 4 1 4 1
split_gain=3.86273e+12 4.52551e+13 6.00588e+13 4.78603e+13 4.28285e+13 6.54741e+13 6.48489e+13 4.34547e+13 5.47477e+13 4.27029e+13 7.45262e+13 7.14947e+13 8.31149e+13 7.67684e+13 7.60016e+13 8.80906e+13 6.75181e+13 6.62963e+13 6.52044e+13 6.09588e+13 1.0542e+14 1.46185e+14 1.00984e+14 9.44628e+13 8.42003e+13 7.74418e+13 6.44301e+13 6.12257e+13 6.45421e+13 5.99367e+13
threshold=77.010000000000005 2.5000000000000004 82.92647190000001 6.0000000000000009 120.05000000000001 21.500000000000004 118.04500000000002 38.948208550000011 2892.5000000000005 2882.5000000000005 27.500000000000004 4.5000000000000009 43.6005307 1.5000000000000002 30.157841000000001 30.205407000000005 78.605000000000004 37.71815560000001 59.939085000000013 57.174562350000009 57.14107305000001 65.574968200000015 83.820000000000007 55.81943720000001 9.5000000000000018 5762.5000000000009 14.500000000000002 65.534455000000023 7.5000000000000009 65.534455000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 10 11 12 13 -2 -13 18 -11 -12 -16 20 23 22 29 -18 -23 -25 27 -24 -29 -22
right_child=1 -3 -4 -5 5 -7 7 8 -10 16 17 14 -14 -15 15 -17 19 -19 -20 -21 21 24 26 25 -26 -27 -28 28 -30 -31
leaf_value=-35.533502640036282 225761.82391304348 625.29853710681937 -13904.015623353436 3377.0696062400589 8477.4587671799927 146455.97254464286 7232.0389418658087 -150889.10191566782 -28831.688893581086 10975.203877877591 -116759.87338965831 67073.620122799926 -25371.028000970728 21722.048399697582 -159174.60578023977 1271.519791991338 -5745.4522146769932 46905.605510179928 -21973.898619186046 -41228.237815541754 -46015.844304935519 -87944.089713541674 51231.935686910379 -38600.327736881292 61578.839246323536 -6560.107467869876 8548.5928115472561 276296.20310058596 117262.30133618553 51140.8778503418
leaf_weight=3595075 23 421445 4185 14761 1977 35 68 73 74 1673 99 174 1663 93 58 19186 8456 33 86 610 126 144 106 1919 51 1243 82 32 126 128
leaf_count=3595075 23 421445 4185 14761 1977 35 68 73 74 1673 99 174 1663 93 58 19186 8456 33 86 610 126 144 106 1919 51 1243 82 32 126 128
internal_value=0 266.843 -2370.35 -1461.33 -3324.22 10877.7 -4110.83 -58868.2 -89445.2 -3784.81 -936.091 -471.505 -19662.4 62178.2 1278.93 686.679 -7935.95 -75843.5 -77235.3 -10365.4 -8848.71 26380.8 50826.9 -11259.4 -48838.1 -26005.1 85977.2 110027 149472 2945.02
internal_weight=0 478729 57284 53099 38338 2012 36326 215 147 36111 21415 21283 1779 116 19504 19330 14696 132 144 13023 12413 795 600 11618 195 3162 346 264 158 254
internal_count=4073804 478729 57284 53099 38338 2012 36326 215 147 36111 21415 21283 1779 116 19504 19330 14696 132 144 13023 12413 795 600 11618 195 3162 346 264 158 254
is_linear=0
shrinkage=0.1


Tree=1272
num_leaves=31
num_cat=0
split_feature=6 5 4 4 3 1 0 3 6 6 3 1 6 1 4 3 6 0 0 1 4 1 4 0 4 6 0 2 4 0
split_gain=3.58488e+12 2.33306e+13 2.8243e+13 3.84443e+13 3.12699e+13 6.34353e+13 4.18826e+13 5.92557e+13 4.65873e+13 8.06896e+13 4.13223e+13 5.79745e+13 5.16362e+13 3.73577e+13 3.64534e+13 3.77989e+13 3.55422e+13 3.53217e+13 3.49751e+13 3.02193e+13 7.37829e+13 5.87061e+13 3.47087e+13 3.01597e+13 4.81593e+13 3.92403e+13 2.94962e+13 2.92675e+13 2.97463e+13 2.88985e+13
threshold=112.00500000000001 3.5000000000000004 26.500000000000004 36.500000000000007 10.500000000000002 30.226173900000003 45.022979600000006 16.500000000000004 125.02000000000002 130.05000000000004 13.500000000000002 38.989878900000008 156.15000000000003 103.8879505 17.500000000000004 14.500000000000002 128.05000000000004 45.040161900000008 60.028671700000011 60.605526900000008 21.500000000000004 65.559704250000024 16.500000000000004 57.14107305000001 14.500000000000002 168.45000000000002 59.825842200000004 2561.0000000000005 28.500000000000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 10 17 19 11 -7 -13 18 15 -12 -9 -8 23 20 -10 22 -21 -11 -25 -26 -19 -4 -29 -28
right_child=1 2 3 -5 5 6 8 16 9 13 14 12 -14 -15 -16 -17 -18 26 -20 21 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=12.265015427171111 -2503.542741858575 2268.3095111742418 -20480.030634223091 -40179.569406250004 -66506.016406249997 59016.751517578123 144605.94955357144 -109745.52759277343 14336.720662481937 -126.43494556498811 -175152.71269531251 -15697.404588188561 -166387.8660050676 125757.97493206522 -191849.16896701392 -24746.460909090911 33165.361497201491 6002.3447504137803 109022.06294642857 -260622.66837635869 -87214.65672867572 -39161.349274027125 -96125.625983297417 -157790.90646551724 -43245.902105676774 59208.881429036468 123115.19280678354 148462.29470880682 48134.426744791672 29193.333385256901
leaf_weight=4005334 35363 27814 36 50 169 50 21 20 173 2603 24 59 37 23 36 55 134 911 28 23 122 106 29 29 169 48 41 44 90 163
leaf_count=4005334 35363 27814 36 50 169 50 21 20 173 2603 24 59 37 23 36 55 134 911 28 23 122 106 29 29 169 48 41 44 90 163
internal_value=0 -717.475 1190.3 36900.8 951.413 -6268.81 -4192.93 -34587.2 -1383.03 -7312.71 -63612.8 -28299 -73776 -1181.56 -108446 -70439.5 14605.5 16118.9 -2196.37 -46562.9 -27660.8 -81854.9 -168884 -3289.43 -36758 -20583.1 13699 59571.5 81077.9 48069.8
internal_weight=0 68470 33107 220 32887 5073 4904 415 4489 3353 261 146 96 2900 115 79 154 1136 2877 453 295 158 52 2849 246 217 1115 170 134 204
internal_count=4073804 68470 33107 220 32887 5073 4904 415 4489 3353 261 146 96 2900 115 79 154 1136 2877 453 295 158 52 2849 246 217 1115 170 134 204
is_linear=0
shrinkage=0.1


Tree=1273
num_leaves=31
num_cat=0
split_feature=6 4 1 1 1 0 0 1 0 0 0 2 1 1 5 0 6 0 3 7 4 2 0 3 4 0 0 5 1 0
split_gain=3.50135e+12 7.11976e+12 8.55918e+12 7.19558e+12 4.52724e+13 2.61563e+13 6.28126e+13 1.53365e+13 1.25525e+13 3.15378e+13 1.53247e+13 1.54261e+13 1.13171e+13 1.12759e+13 1.40803e+13 1.09166e+13 1.39941e+13 9.70713e+12 9.62496e+12 9.59969e+12 9.64722e+12 3.83225e+13 8.59905e+12 1.06151e+13 8.44142e+12 7.86385e+12 2.04888e+13 1.40377e+13 1.94503e+13 1.26528e+13
threshold=19.050000000000004 4.5000000000000009 30.509101000000005 37.631035900000008 37.534144550000008 55.840017500000009 55.685785750000008 37.290808600000013 55.676890650000011 55.759969450000007 55.81943720000001 75.000000000000014 37.488790500000007 38.958307950000012 3.5000000000000004 55.759969450000007 15.450000000000001 44.601833250000006 2.5000000000000004 6.0000000000000009 19.500000000000004 2911.0000000000005 61.78914120000001 5.5000000000000009 14.500000000000002 55.749683450000006 55.922096200000006 1.5000000000000002 37.873748150000004 56.309668500000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -3 12 -10 18 -12 -9 14 17 16 -8 -5 -11 20 22 -22 -15 -24 -6 -19 27 -27 -29 -28
right_child=-2 3 -4 13 5 -7 15 8 9 10 11 -13 -14 19 -16 -17 -18 25 -20 -21 21 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=48851.217617188842 6.6039278449381618 -10093.93345109119 2320.3972693937208 55994.78735608553 -38426.421374999998 3483.4580566406253 -216226.11324728263 6333.8451633817431 132164.38165509258 6666.7042561848957 88426.28517628205 13002.842237974017 -56108.179261363635 -3028.2660114673872 90819.83449218751 -92665.850505264942 -103317.81116071429 -485.91440344896574 -76148.535597826092 7997.1831442819521 -110978.23559027778 40703.081476814521 8091.7099404296887 75245.172117456896 21274.135750868056 18729.450822898671 -44327.870065487135 133366.17497395835 25653.904337993423 21563.257282092527
leaf_weight=40 4053237 702 3380 38 50 74 23 241 27 36 39 89 33 13371 20 46 21 853 23 852 36 31 125 29 45 156 68 30 38 51
leaf_count=40 4053237 702 3380 38 50 74 23 241 27 36 39 89 33 13371 20 46 21 853 23 852 36 31 125 29 45 156 68 30 38 51
internal_value=0 -1301.47 2864.62 -2132.4 -8874.99 -46763.4 -66862.1 -628.7 12987.3 31135.1 16547.9 35983.4 -1186.54 -1510.03 7585.94 -126728 -162338 6236.93 -25617.2 -2299.72 -2945.17 -40797.3 -2757.66 20737.5 -10147.2 4656 17443.3 35257.3 73174 -16088.8
internal_weight=0 20567 3420 17147 1449 259 185 1190 488 214 187 128 274 15698 1254 90 44 1234 59 14444 13592 67 13525 154 95 1196 343 224 68 119
internal_count=4073804 20567 3420 17147 1449 259 185 1190 488 214 187 128 274 15698 1254 90 44 1234 59 14444 13592 67 13525 154 95 1196 343 224 68 119
is_linear=0
shrinkage=0.1


Tree=1274
num_leaves=31
num_cat=0
split_feature=1 0 1 7 1 0 0 4 0 0 1 4 0 6 5 0 0 4 4 0 4 6 0 0 0 0 0 4 6 6
split_gain=3.4355e+12 3.28039e+13 6.1226e+13 2.86633e+13 3.55221e+13 1.03711e+14 9.41303e+13 8.52889e+13 9.37128e+13 7.41257e+13 5.42398e+13 1.22752e+14 1.50642e+14 1.58027e+14 1.57521e+14 1.44021e+14 2.78413e+14 1.50741e+14 8.70523e+13 1.75595e+14 1.50443e+14 8.79079e+13 8.84619e+13 1.0331e+14 8.48306e+13 1.1336e+14 1.79484e+14 7.78774e+13 6.70965e+13 6.69991e+13
threshold=37.649344350000007 61.78914120000001 34.382014200000008 6.0000000000000009 37.631035900000008 55.568628050000008 55.520061350000013 6.5000000000000009 55.539595350000006 55.60524465000001 37.618684050000006 16.500000000000004 55.897267000000006 86.030000000000015 3.5000000000000004 55.753967500000009 55.721784200000009 17.500000000000004 10.500000000000002 55.858844800000007 9.5000000000000018 35.995000000000012 55.840017500000009 55.791814000000009 55.753967500000009 55.743464250000009 55.710673100000008 18.500000000000004 46.805000000000007 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 3 -3 4 10 6 -6 8 -8 -7 -1 18 13 15 -15 16 -13 -17 20 21 -12 -20 23 24 25 26 -23 -18 -28 -25
right_child=-2 2 -4 -5 5 9 7 -9 -10 -11 11 12 -14 14 -16 17 27 -19 19 -21 -22 22 -24 29 -26 -27 28 -29 -30 -31
leaf_value=694.88086619529633 -47.606038655245392 -3544.6463883235615 -34974.506998991077 -516.26528248509555 -9876.1206847540234 -34845.188612605321 258837.40880335367 43315.716876722989 57495.774719929243 6207.7390039567863 -7855.8607774340562 -10127.327586662701 -177025.00937500002 -286005.4800954861 19519.716138599539 -57551.941428882783 -115534.5510077294 39713.131836258421 102008.94648555871 -48059.977415205794 -148826.60291184645 -15202.083063870032 161326.23600694444 37294.879441105768 60387.230780778424 -84778.520029633626 60229.827009351335 -261357.67341145832 251795.18298399393 -85985.251437756626
leaf_weight=523377 3210903 5797 694 321038 303 484 41 641 53 4819 2571 338 71 45 27 233 94 504 165 328 78 206 45 65 497 116 33 60 41 137
leaf_count=523377 3210903 5797 694 321038 303 484 41 641 53 4819 2571 338 71 45 27 233 94 504 165 328 78 206 45 65 497 116 33 60 41 137
internal_value=0 177.145 -6905.04 230.823 678.817 8118.99 37025.5 56360.5 145315 2460.88 589.639 -9152.36 -35182.9 -27442.1 -171434 -19006.5 -60904 8963.12 -811.891 17348.1 -12006.8 33787.8 23913.7 18266.6 32875.4 -1653.41 32784.1 -172349 166367 -46315.9
internal_weight=0 862901 6491 856410 535372 6341 1038 735 94 5303 529031 5654 1372 1301 72 1229 492 737 4282 1633 2649 1305 1140 1095 893 396 280 154 74 202
internal_count=4073804 862901 6491 856410 535372 6341 1038 735 94 5303 529031 5654 1372 1301 72 1229 492 737 4282 1633 2649 1305 1140 1095 893 396 280 154 74 202
is_linear=0
shrinkage=0.1


Tree=1275
num_leaves=31
num_cat=0
split_feature=6 6 0 3 3 3 7 0 4 1 3 6 0 1 5 4 4 0 1 0 1 6 4 1 4 4 3 0 1 1
split_gain=3.3593e+12 3.9723e+13 4.27233e+13 6.19456e+13 5.8214e+13 5.46848e+13 5.58888e+13 5.21201e+13 1.24778e+14 6.49689e+13 8.7314e+13 7.91567e+13 1.0311e+14 6.37649e+13 5.62866e+13 5.16605e+13 7.71699e+13 6.9656e+13 6.80522e+13 5.69071e+13 4.92997e+13 7.22716e+13 9.22314e+13 5.7647e+13 4.83881e+13 4.57382e+13 4.40062e+13 4.30896e+13 4.19079e+13 4.03153e+13
threshold=77.010000000000005 74.015000000000015 55.649510000000014 3.5000000000000004 2.5000000000000004 24.500000000000004 6.0000000000000009 55.883833400000007 18.500000000000004 37.631035900000008 15.500000000000002 74.615000000000009 55.676890650000011 49.111590500000005 1.5000000000000002 5.5000000000000009 6.5000000000000009 55.702806750000008 37.618684050000006 55.79439725000001 30.345769800000003 74.615000000000009 14.500000000000002 30.205407000000005 13.500000000000002 26.500000000000004 17.500000000000004 55.710673100000008 53.187400150000009 82.973036600000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -7 8 15 26 25 -12 -13 -14 -9 17 19 -6 -19 -17 21 22 24 -24 -16 -11 -10 -18 -22 -5
right_child=-2 2 4 5 7 6 -8 14 9 10 11 12 13 -15 20 16 27 18 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=17.128284133965511 248.84757927996986 1054.6430763939268 -7326.745197082535 -5817.067591300136 -87247.18200097658 218035.07644531253 28783.772205105633 -43681.133859610163 19276.786514304604 -43235.861859273915 -73352.348121688396 -69077.568396484377 64132.773557109504 -23272.776558449488 -34912.676443262259 145965.82545731709 31402.550895365672 71423.969479054431 -15330.733859565549 1675.6355611661584 -7470.2226495868226 15278.924933640968 -80949.439760638299 38827.179632656502 -128015.93825165721 43270.218299278844 -18247.639664550781 12120.799376842675 3123.755272410488 -16904.248443498338
leaf_weight=3514705 478729 14130 7972 25126 100 20 71 299 1023 1024 101 100 346 110 362 82 1642 116 410 41 8242 3609 47 277 66 65 450 3940 6827 3772
leaf_count=3514705 478729 14130 7972 25126 100 20 71 299 1023 1024 101 100 346 110 362 82 1642 116 410 41 8242 3609 47 277 66 65 450 3940 6827 3772
internal_value=0 -33.1372 -2231.32 -4374.31 249.244 -7020.53 70377.5 2312.01 8376.24 -7654.13 -20703 8087.66 22881.6 43048.1 -623.43 16526.9 19519.2 -10743 3801.48 97869.1 39.1666 9402.59 -18799.1 21452.2 -49269.7 -38072.5 7813.11 17792.7 -2670.63 -7264.26
internal_weight=0 3.59508e+06 80370 43119 37251 28989 91 29279 9550 3219 1746 657 556 456 19729 6331 5705 626 526 123 19430 4361 752 324 428 1089 1473 5582 15069 28898
internal_count=4073804 3595075 80370 43119 37251 28989 91 29279 9550 3219 1746 657 556 456 19729 6331 5705 626 526 123 19430 4361 752 324 428 1089 1473 5582 15069 28898
is_linear=0
shrinkage=0.1


Tree=1276
num_leaves=31
num_cat=0
split_feature=2 6 5 0 4 6 1 1 0 6 6 0 0 6 0 1 0 1 6 0 1 6 5 6 0 0 4 1 1 1
split_gain=3.58534e+12 2.00881e+13 4.98972e+13 4.66259e+13 8.34928e+13 1.01996e+14 9.26999e+13 1.91281e+14 1.04319e+14 1.24654e+14 9.01329e+13 8.32464e+13 7.09337e+13 1.04681e+14 6.99436e+13 1.69049e+14 5.0602e+14 2.2817e+14 3.59997e+14 3.06441e+14 1.09646e+15 4.76924e+14 1.19042e+15 2.20409e+14 1.83655e+14 2.40438e+14 1.94925e+14 1.81715e+14 2.1085e+14 3.85244e+14
threshold=36.000000000000007 36.905000000000008 1.5000000000000002 55.633951400000008 3.5000000000000004 39.025000000000013 37.543519500000009 37.503969450000007 55.910578700000009 69.605000000000004 54.010000000000012 55.806294650000005 55.775215600000003 52.015000000000008 55.710673100000008 37.46219940000001 55.676890650000011 37.586700500000006 45.605000000000011 55.702806750000008 37.488790500000007 68.515000000000015 2.5000000000000004 110.01500000000001 55.685785750000008 55.667390500000003 25.500000000000004 37.631035900000008 37.729575300000008 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 12 -7 -12 13 -8 15 16 -6 18 -17 23 21 -21 -23 -20 25 -19 27 -27 -29 -30
right_child=-2 3 -4 4 14 6 8 -9 -10 -11 11 -13 -14 -15 -16 17 -18 24 19 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=1013.5145518614536 25.991190551960564 1615.4532387961435 20720.288916703023 -256100.95267857143 -9453.5784952388676 -188727.42048339845 -32249.600369623658 -352813.02490625001 182292.93634259258 -127075.79876453488 95326.704122340423 -111888.66273674244 -58840.61066015625 114103.24432645632 -163.59242287352714 -17755.526977501537 -91820.123684996826 -2551.9248559337348 27739.593989362173 -143600.95646242017 68645.885569038132 -979823.703125 -31799.727705439815 -231267.73210227271 2940.2672735021174 -72254.215355075547 26492.312441942166 2706.8878960242637 -77642.461367892902 -15558.019794136255
leaf_weight=44531 3783399 64204 1323 21 8054 32 93 25 27 86 47 33 100 103 128961 3253 822 10126 7492 137 282 26 27 33 12557 909 656 1976 1509 2960
leaf_count=44531 3783399 64204 1323 21 8054 32 93 25 27 86 47 33 100 103 128961 3253 822 10126 7492 137 282 26 27 33 12557 909 656 1976 1509 2960
internal_value=0 -338.613 1582.1 -698.753 -1522.62 -39835.9 -31518 -102712 -7670.54 -21097.3 -46886.1 9850.37 9693.78 44660.3 -1401.78 -4543.88 -17081.5 -1890.66 10292 21701.1 -56460.2 -242144 -496868 26603.7 -6356.02 -12792.6 -25738.5 -30397.7 -24494.2 -36521.4
internal_weight=0 290405 45854 244551 180347 567 546 137 409 382 112 80 296 196 179780 50819 8876 41943 11250 7997 472 190 53 7525 30693 18136 8010 7354 6445 4469
internal_count=4073804 290405 45854 244551 180347 567 546 137 409 382 112 80 296 196 179780 50819 8876 41943 11250 7997 472 190 53 7525 30693 18136 8010 7354 6445 4469
is_linear=0
shrinkage=0.1


Tree=1277
num_leaves=31
num_cat=0
split_feature=4 3 1 3 7 1 7 6 6 1 6 6 3 6 3 3 3 6 3 6 7 3 3 6 6 3 1 1 5 5
split_gain=3.95951e+12 5.15542e+12 7.47711e+12 1.90232e+13 1.91289e+13 1.05578e+13 1.14223e+13 1.75857e+13 1.06733e+13 1.05111e+13 7.76251e+12 7.85818e+12 7.33159e+12 7.07845e+12 6.67421e+12 5.70686e+12 9.98123e+12 1.16299e+13 1.76706e+13 1.22545e+13 7.67123e+12 6.98417e+12 5.43543e+12 4.6938e+12 9.98773e+12 1.25809e+13 8.5801e+12 8.16078e+12 5.1488e+12 4.3404e+12
threshold=37.500000000000007 29.500000000000004 37.755233900000007 5.5000000000000009 6.0000000000000009 37.618684050000006 6.0000000000000009 63.140000000000008 53.995000000000012 37.475446350000006 67.91500000000002 73.41500000000002 8.5000000000000018 84.810000000000016 30.500000000000004 27.500000000000004 10.500000000000002 54.990000000000002 4.5000000000000009 42.605000000000011 6.0000000000000009 18.500000000000004 9.5000000000000018 40.205000000000005 48.410000000000004 31.500000000000004 37.618684050000006 37.755233900000007 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 5 -4 22 6 8 9 -2 12 -9 -12 -8 14 -3 16 17 19 -19 -7 -18 -22 -5 27 -25 -26 -27 -16 -28 -6
right_child=1 13 3 4 29 15 7 10 -10 -11 11 -13 -14 -15 23 -17 20 18 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=1.8762707052114889 65862.839333767362 61953.809521484378 60366.759328125001 -26166.018113425929 -17271.797077350788 -4142.8765424679486 -56696.988512436219 39051.582014309635 -9645.6665464743601 -67934.348313492068 -22806.598641560875 13090.089117628529 -13427.79865935497 -43012.900480769233 -57025.920472935279 -32036.294026692707 79578.473839285725 33644.270014880953 -85958.209479166675 92135.026152343751 51602.636389802632 -11281.025301846592 -78583.943760557435 79927.269642857151 74556.277717391305 29629.173489583336 -47576.095885416667 14122.769736842105 1732.9194140625002 24035.603219696972
leaf_weight=4072329 36 24 25 27 111 39 49 49 39 63 120 124 195 26 28 24 35 21 30 20 38 33 74 21 23 45 45 38 40 33
leaf_count=4072329 36 24 25 27 111 39 49 49 39 63 120 124 195 26 28 24 35 21 30 20 38 33 74 21 23 45 45 38 40 33
internal_value=0 -5180.2 -8104.86 -22727.9 -31206.9 -3789.87 -10195 -14794.2 26598.4 -31519.3 2730.06 -4564.02 -22117.1 6770.58 11673.5 14224.6 19364.7 -1737.17 -36710.1 28493.7 41263 22375 -64571.2 6645.47 15258.5 6382.35 -5679.19 -16061.5 -24371.9 -7805.52
internal_weight=0 1475 1185 270 245 915 675 600 75 307 293 244 244 290 264 240 216 110 51 59 106 71 101 240 174 153 130 66 85 144
internal_count=4073804 1475 1185 270 245 915 675 600 75 307 293 244 244 290 264 240 216 110 51 59 106 71 101 240 174 153 130 66 85 144
is_linear=0
shrinkage=0.1


Tree=1278
num_leaves=31
num_cat=0
split_feature=1 6 6 6 3 1 0 1 0 1 0 7 4 6 0 0 1 0 3 3 4 5 3 6 6 0 6 5 1 3
split_gain=3.55633e+12 1.83701e+13 6.62434e+13 4.92232e+13 4.88843e+13 4.77783e+13 3.96401e+13 3.66404e+13 6.99154e+13 1.52163e+14 1.32148e+14 1.55588e+14 1.1164e+14 1.3782e+14 1.73117e+14 1.68274e+14 1.49835e+14 1.00726e+14 9.34605e+13 8.27729e+13 7.22479e+13 1.1568e+14 7.95174e+13 7.00815e+13 6.77328e+13 7.77534e+13 1.09146e+14 1.48948e+14 1.10469e+14 6.42829e+13
threshold=30.303340300000002 71.715000000000018 73.00500000000001 72.50500000000001 5.5000000000000009 30.226173900000003 59.990753350000013 30.260128500000004 59.950512650000007 30.277905650000005 59.939085000000013 6.0000000000000009 11.500000000000002 100.05000000000001 59.990753350000013 59.963561900000009 30.277905650000005 59.898927250000007 9.5000000000000018 6.5000000000000009 8.5000000000000018 1.5000000000000002 3.5000000000000004 134.05000000000004 76.605000000000004 59.982409200000006 120.05000000000001 3.5000000000000004 30.277905650000005 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 -7 -4 9 19 11 18 20 15 -15 16 -14 -13 23 -9 21 29 -22 -11 -23 -26 28 -28 -27 -10
right_child=-2 2 7 4 5 6 -8 8 12 10 -12 17 13 14 -16 -17 -18 -19 -20 -21 22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=90.549228298313949 19.107521127531868 -7439.7298902307593 518.28003885056307 -18614.439062885995 -29685.452509093142 -177720.48045372596 -73058.245509043467 -47753.729093579699 48780.089019097228 -43393.099862927353 78384.93774961021 -54440.433146587166 80207.299702380958 174368.12926091376 4346.4013396633663 -21426.957852604293 -221138.08834212666 74984.73322469923 144708.61833333335 22067.033406321207 -11967.191618546196 65232.266053435502 56789.819365909083 52964.955911144585 -16522.953441337337 150617.74961197225 -223405.56744791666 44497.024760841836 26626.15892642162 -124744.35155675552
leaf_weight=129096 3910268 1337 24561 506 167 52 119 1468 27 833 207 76 21 74 314 1542 77 288 30 192 230 195 626 83 829 94 36 49 305 102
leaf_count=129096 3910268 1337 24561 506 167 52 119 1468 27 833 207 76 21 74 314 1542 77 288 30 192 230 195 626 83 829 94 36 49 305 102
internal_value=0 -456.875 -2508.86 -19375.8 -38284.1 -67730.4 -104885 -1368.5 -7388.39 -18757 4136.26 -7596.16 600.539 -16822.3 36773.2 -29502.2 -156564 47961.9 -28973.7 -39678.1 14773.6 2463.47 38315.4 -34662 10238.4 2071.04 33919 -68967.6 55837.2 -88425.3
internal_weight=0 163536 34440 2181 844 338 171 32259 7698 3177 1517 1310 4521 2028 388 1640 98 364 946 1660 2493 1637 856 916 1508 1313 484 85 399 129
internal_count=4073804 163536 34440 2181 844 338 171 32259 7698 3177 1517 1310 4521 2028 388 1640 98 364 946 1660 2493 1637 856 916 1508 1313 484 85 399 129
is_linear=0
shrinkage=0.1


Tree=1279
num_leaves=31
num_cat=0
split_feature=6 6 3 1 4 0 5 5 1 7 0 1 1 0 4 1 4 1 4 4 0 5 1 3 1 5 0 1 0 1
split_gain=3.38869e+12 2.10141e+13 6.20177e+13 5.34607e+13 7.39893e+13 1.1264e+14 5.45919e+13 5.18439e+13 6.21135e+13 4.95445e+13 4.7146e+13 4.70617e+13 4.60834e+13 5.40727e+13 4.56164e+13 1.24738e+14 5.90073e+13 5.01454e+13 4.5297e+13 6.88036e+13 4.30983e+13 5.4321e+13 1.36986e+14 1.2789e+14 4.72428e+13 4.30908e+13 6.87612e+13 7.93693e+13 7.53225e+13 5.64526e+13
threshold=142.05000000000004 134.05000000000004 1.5000000000000002 36.593086150000012 6.5000000000000009 55.071632200000003 5.5000000000000009 2.5000000000000004 82.93515810000001 6.0000000000000009 54.762682300000009 30.345769800000003 37.600779750000008 55.876067900000002 15.500000000000002 37.649344350000007 17.500000000000004 82.941727000000014 5.5000000000000009 11.500000000000002 55.812023600000011 3.5000000000000004 45.71452080000001 2.5000000000000004 49.195555600000006 3.5000000000000004 52.07762420000001 60.590708550000009 56.342669500000007 43.997056950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -5 9 -9 -10 18 13 -7 25 16 -16 -17 -4 -20 24 22 23 -22 -14 -6 -27 28 -28 -30
right_child=-2 2 3 4 14 12 -8 8 10 -11 -12 -13 20 -15 15 17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-3.6652363546262343 -1288.8239977801231 38050.1453189807 24788.256930080937 -164042.70807291669 10579.853502142607 47782.423768939392 86172.969901945151 -24117.952160368353 -10313.707117688979 73119.553833912039 102567.52361961571 -50743.872326330238 168515.96740625001 -129434.49131944445 253266.31762500003 -8014.8791393042111 65721.750758272057 77518.969867621534 -69474.773978678379 9144.7863887117346 265268.06223958335 54529.549993543391 -116404.62009114584 -21705.073615056819 43995.555448717954 -3671.9763400030479 60461.204356139671 25435.350082514047 292767.16329687502 118957.56712415541
leaf_weight=4045514 20299 534 278 24 1072 33 49 1768 74 54 74 370 50 36 25 1427 51 72 204 245 24 242 75 44 78 282 262 445 25 74
leaf_count=4045514 20299 534 278 24 1072 33 49 1768 74 54 74 370 50 36 25 1427 51 72 204 245 24 242 75 44 78 282 262 445 25 74
internal_value=0 6.45413 5129.47 2772 6380.1 -6657.8 -17097.7 -17955 -16175.3 -21236.1 46126.9 -21710.6 32047.8 -44678.6 15372.2 2430.22 127414 -3906.52 -6934.31 -26575.5 42367.8 25655.1 -23209.3 79579.6 92636.3 24809.1 38829.1 53699.3 88539.8 162849
internal_weight=0 4.0535e+06 7991 7457 6311 2576 1146 1994 1970 1822 148 1097 582 69 3735 1575 76 1499 727 449 513 385 143 68 128 2160 1088 806 361 99
internal_count=4073804 4053505 7991 7457 6311 2576 1146 1994 1970 1822 148 1097 582 69 3735 1575 76 1499 727 449 513 385 143 68 128 2160 1088 806 361 99
is_linear=0
shrinkage=0.1


Tree=1280
num_leaves=31
num_cat=0
split_feature=6 0 6 0 2 1 1 3 5 3 4 1 6 4 0 0 1 1 6 1 0 0 0 4 4 1 0 3 4 1
split_gain=3.44317e+12 7.22041e+12 6.77949e+12 3.15415e+13 3.03627e+13 2.40286e+13 2.21155e+13 3.61242e+13 6.85956e+13 1.52585e+14 3.40438e+13 9.67167e+13 9.01056e+13 7.93207e+13 1.06938e+14 8.94443e+13 6.28065e+13 5.13251e+13 3.93438e+13 6.84793e+13 5.75432e+13 5.70768e+13 4.54071e+13 6.59034e+13 9.07702e+13 3.39234e+13 8.17724e+13 8.10808e+13 5.80032e+13 4.36122e+13
threshold=247.90000000000001 63.565651350000003 142.05000000000004 60.034792100000011 2632.5000000000005 53.67029225000001 38.97264950000001 3.5000000000000004 2.5000000000000004 5.5000000000000009 3.5000000000000004 38.948208550000011 149.05000000000004 6.5000000000000009 44.739668300000005 51.307150200000002 38.958307950000012 37.425454150000007 156.15000000000003 37.649344350000007 55.749683450000006 59.856552950000008 54.73499850000001 5.5000000000000009 4.5000000000000009 38.958307950000012 45.036141150000006 10.500000000000002 9.5000000000000018 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 7 10 9 -9 12 13 17 14 -12 -15 -13 -4 19 -16 22 -22 23 24 -20 29 -27 28 -28 -10
right_child=1 -3 3 4 5 -7 -8 8 25 -11 11 16 -14 15 18 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.8087164551321075 2886.4444814825765 60373.630184659094 215051.86712962962 39559.339883609697 -36524.227993222892 -139366.020625 -3588.9890183296675 -306865.31908967393 1761.2945068137933 46727.567683293273 201353.47836538462 255203.50790678879 -20879.20984205163 -112845.38728946834 -20357.869310408641 7423.8253844048568 53486.69957386364 6605.6657738095237 -5392.3474609375007 128467.36380208333 189318.30840308781 59136.958723288146 -107025.33815104168 -73150.199917763166 229363.93080357142 91657.788566706731 5597.3276988636362 31575.471461776862 -208177.13752604168 -34878.347246145015
leaf_weight=4053505 3171 22 27 49 249 25 12288 23 2205 26 39 29 414 77 219 314 33 21 40 36 42 170 30 38 28 130 22 121 30 381
leaf_count=4053505 3171 22 27 49 249 25 12288 23 2205 26 39 29 414 77 219 314 33 21 40 36 42 170 30 38 28 130 22 121 30 381
internal_value=0 3282.54 -2.57483 -1989.17 -32942 -45907.6 -1393.46 4608.45 -1917.63 -119245 16922.9 26527.7 -5841.72 19246.8 40872.1 -16260.9 147838 123857 30492.8 652.752 52358.3 84927.6 1588.44 32328.2 91272 72.335 31729.3 -13303.7 -117734 -3636.89
internal_weight=0 3193 4.07061e+06 17106 323 274 16783 4495 2938 49 1557 1095 462 1033 642 391 62 48 603 255 348 212 136 106 68 2889 303 173 52 2586
internal_count=4073804 3193 4070611 17106 323 274 16783 4495 2938 49 1557 1095 462 1033 642 391 62 48 603 255 348 212 136 106 68 2889 303 173 52 2586
is_linear=0
shrinkage=0.1


Tree=1281
num_leaves=31
num_cat=0
split_feature=4 3 6 4 5 0 1 7 0 1 6 4 6 5 1 6 0 0 0 1 1 0 6 6 4 6 0 0 0 3
split_gain=3.35119e+12 2.40245e+13 2.64965e+13 3.14954e+13 4.75889e+13 3.98686e+13 3.30943e+13 3.03329e+13 2.53426e+13 6.68029e+13 1.03434e+14 5.08611e+13 6.44146e+13 2.86809e+13 2.53545e+13 2.4903e+13 2.80022e+13 5.0891e+13 4.07016e+13 6.43408e+13 8.44845e+13 4.33769e+13 3.27093e+13 5.26663e+13 3.17314e+13 3.93556e+13 2.82488e+13 2.77221e+13 4.09501e+13 2.47371e+13
threshold=3.5000000000000004 1.5000000000000002 189.00000000000003 2.5000000000000004 2.5000000000000004 55.783232450000007 37.343102500000008 6.0000000000000009 43.6005307 39.939672500000007 40.490000000000002 2.5000000000000004 79.710000000000022 1.5000000000000002 39.908802000000009 118.04500000000002 55.840017500000009 45.059854000000009 44.601833250000006 39.908802000000009 39.749243900000003 44.249882500000005 247.90000000000001 168.45000000000002 2.5000000000000004 130.05000000000004 55.737027400000009 55.633951400000008 55.579943700000008 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 8 6 -5 -6 -4 -8 9 10 -1 12 -12 -13 -15 29 17 18 19 20 21 -17 23 -21 -20 -26 27 28 -19 -3
right_child=-2 15 3 4 5 -7 7 -9 -10 -11 11 13 -14 14 -16 16 -18 26 24 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1993.8012636379951 -22.499049311932154 -355.25500887676333 -106342.87530570652 -46990.27084780093 164728.91356250003 34211.596519886363 7420.9042928741319 128414.96062330164 1177.1260067819144 327.78775472544663 -8037.5800525700943 194196.45172413794 187480.62125 102433.19105533139 4596.766733870968 -43532.25609595071 -25134.252347013651 4423.0737595498103 -27841.731763783839 -29662.498864233192 172849.70633012822 96698.626440429696 58782.327021846075 -172439.38437500002 1501.1001674107144 -137688.99158572635 69046.285279605261 -85785.651269531256 106600.92984470274 84953.073133042286
leaf_weight=348 3837650 130600 23 27 50 44 209 23 100357 1584 107 29 20 182 31 71 852 905 157 119 39 32 27 33 28 74 76 32 41 34
leaf_count=348 3837650 130600 23 27 50 44 209 23 100357 1584 107 29 20 182 31 71 852 905 157 119 39 32 27 33 28 74 76 32 41 34
internal_value=0 365.624 1512.09 28009.7 70024.9 103636 8073.05 19416 1415.04 11791.4 37116.9 74001.7 22752.7 100897 88194.1 -521.732 -10436.5 -2772.78 -26563.1 -2767.94 47497.9 34.62 -42643.7 -60660.1 -56054.5 -99479.9 10318.7 5754.99 8851.5 -333.052
internal_weight=0 236154 103034 376 121 94 255 232 102658 2301 717 369 127 242 213 133120 2486 1634 580 321 142 103 179 152 259 102 1054 978 946 130634
internal_count=4073804 236154 103034 376 121 94 255 232 102658 2301 717 369 127 242 213 133120 2486 1634 580 321 142 103 179 152 259 102 1054 978 946 130634
is_linear=0
shrinkage=0.1


Tree=1282
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 6 4 1 4 3 6 5 0 4 4 4 6 3 6 6 6 6 3 6 6 6 3 1 1 3
split_gain=3.46326e+12 5.31131e+13 5.63232e+13 8.01677e+13 7.5066e+13 7.4857e+13 7.20587e+13 5.61958e+13 1.05617e+14 1.74376e+14 8.4081e+13 5.82205e+13 7.49672e+13 9.04476e+13 6.76558e+13 7.68945e+13 9.21106e+13 7.22628e+13 6.86766e+13 5.899e+13 8.04013e+13 1.20113e+14 1.52451e+14 7.05847e+13 5.7933e+13 5.71027e+13 5.62431e+13 5.51912e+13 9.37045e+13 6.7768e+13
threshold=43.687280500000007 39.625203600000013 39.689978950000004 3.5000000000000004 48.945000000000007 94.02500000000002 19.500000000000004 39.703507450000011 18.500000000000004 7.5000000000000009 53.310000000000009 2.5000000000000004 43.6005307 5.5000000000000009 16.500000000000004 18.500000000000004 87.015000000000015 8.5000000000000018 116.05000000000001 41.705000000000005 56.805000000000007 57.995000000000012 3.5000000000000004 54.710000000000008 67.445000000000007 47.805000000000007 5.5000000000000009 47.504912950000005 39.908802000000009 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 -3 6 -5 8 9 10 -4 12 -9 24 -13 26 -17 18 -18 -15 23 22 -22 25 -14 -21 27 28 29 -16
right_child=-2 2 7 5 -6 -7 -8 11 -10 -11 -12 14 13 19 15 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=57896.265340221849 14.311961298497678 -31118.840462239583 19297.734071719173 -23398.741724883323 102793.1986875 -132815.21212040071 154915.5457880435 -889.18552796808399 -137673.07065873579 73352.967398769411 -29099.589609540522 2264.2327334225138 1615.786387416053 -7938.7125202414481 202711.55738636365 55072.402019981972 69677.147785156252 -45691.095834911015 -101131.89509698277 -54365.197486647674 324227.09597981774 -15432.921610505968 -40213.979723011369 -99240.8406726135 -58712.871813446975 -14396.586778936935 40051.052126149589 -20531.768563988095 288493.08051470591 -33726.441203703704
leaf_weight=155 3977958 72 1108 1546 100 62 23 57641 44 459 531 23376 4510 2219 22 260 125 324 29 777 24 974 22 201 165 662 333 21 34 27
leaf_count=155 3977958 72 1108 1546 100 62 23 57641 44 459 531 23376 4510 2219 22 260 125 324 29 777 24 974 22 201 165 662 333 21 34 27
internal_value=0 -593.999 -688.741 -18195.9 46737 -25043.5 -20784.8 -352.538 15658.9 18874.7 3618.06 -726.359 -2249.05 -10453.3 3441.17 26855.6 7170.36 -18885.1 37511.8 -19977.6 -30020.5 -7975.41 149929 -43731.5 -513.46 -35978 60099.9 124295 160937 72429.4
internal_weight=0 95846 95691 1803 172 1631 1569 93888 2142 2098 1639 91746 67195 9554 24551 1175 738 478 154 4879 2660 1020 46 1640 4675 1439 437 104 83 49
internal_count=4073804 95846 95691 1803 172 1631 1569 93888 2142 2098 1639 91746 67195 9554 24551 1175 738 478 154 4879 2660 1020 46 1640 4675 1439 437 104 83 49
is_linear=0
shrinkage=0.1


Tree=1283
num_leaves=31
num_cat=0
split_feature=0 5 0 1 2 1 6 0 1 1 4 1 4 1 4 6 3 4 1 0 0 4 6 3 6 4 0 6 6 1
split_gain=3.44825e+12 2.80035e+13 4.11772e+13 8.3313e+13 4.83727e+13 4.73231e+13 4.6871e+13 7.65348e+13 1.04843e+14 7.42167e+13 6.71509e+13 4.72227e+13 5.50273e+13 1.00123e+14 5.55095e+13 7.50194e+13 4.36232e+13 9.59718e+13 4.35404e+13 5.60427e+13 1.10459e+14 7.57046e+13 1.31637e+14 1.47815e+14 8.35267e+13 6.34158e+13 1.19456e+14 5.89821e+13 5.4739e+13 9.71168e+13
threshold=45.073441650000007 1.5000000000000002 45.015054600000006 38.893394150000006 11293.500000000002 37.331232350000008 53.310000000000009 43.6005307 39.718675700000013 39.703507450000011 13.500000000000002 39.763755750000009 14.500000000000002 39.723160900000003 16.500000000000004 52.990000000000002 12.500000000000002 22.500000000000004 39.033214400000013 45.053967500000006 45.07004340000001 21.500000000000004 99.050000000000011 17.500000000000004 94.02500000000002 16.500000000000004 45.036141150000006 59.815000000000005 69.605000000000004 39.105193450000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -3 7 8 -7 -9 -10 12 -12 -14 -15 16 17 -16 -5 21 27 25 24 -24 -23 -20 28 -21 -27 -30
right_child=-2 2 3 4 -6 6 -8 9 10 -11 11 -13 13 14 15 -17 -18 -19 19 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-666.19139090894078 -33.108098535442473 6544.264344461395 -26460.886646283059 4016.3701916602436 -25002.846416007622 140066.61268229166 -1695.7827870916678 3823.6697155880061 5956.2614764099135 -5904.5850882867035 131657.02482199366 4980.7016463780164 -27299.315583736796 182223.88168567477 -45013.027415807039 196073.97092803032 108771.24785156251 150946.18433948865 1813.002150384227 376.25558471894675 14554.091593058289 -13794.665544427135 -162831.44626524393 11795.142578125 94496.220117187506 21587.226746982677 2165.4261474706877 -17305.161834183866 93562.8560440617 4950.9801741715319
leaf_weight=193212 3606732 10036 992 80114 629 60 106645 17111 13593 14477 79 303 142 42 103 33 54 33 14468 2839 2039 1134 123 80 76 585 1878 5624 386 182
leaf_count=193212 3606732 10036 992 80114 629 60 106645 17111 13593 14477 79 303 142 42 103 33 54 33 14468 2839 2039 1134 123 80 76 585 1878 5624 386 182
internal_value=0 255.661 906.04 2389.65 2649.46 -107.424 -544.668 2122.3 8152.84 -634.857 7602.52 35964.4 55281.4 40456.7 76763.7 56901.2 32729.1 2535.9 2808.26 -482.229 -6339.77 2770.51 -19494.8 -94013.1 -6992.92 4568.38 17720.7 -11373.7 43057.1 65169.6
internal_weight=0 467072 273860 111149 110157 162711 152675 46030 14442 31588 14382 789 486 407 265 223 190 136 109528 29414 10502 18912 1413 203 1210 17499 3031 8463 1153 568
internal_count=4073804 467072 273860 111149 110157 162711 152675 46030 14442 31588 14382 789 486 407 265 223 190 136 109528 29414 10502 18912 1413 203 1210 17499 3031 8463 1153 568
is_linear=0
shrinkage=0.1


Tree=1284
num_leaves=31
num_cat=0
split_feature=1 3 6 4 5 6 6 6 3 6 6 5 4 6 3 3 4 4 0 6 3 4 4 6 4 4 6 6 6 4
split_gain=3.34582e+12 1.33968e+13 3.25327e+13 5.21617e+13 3.07903e+13 2.8382e+13 5.5754e+13 1.54571e+14 2.74954e+13 3.54967e+13 2.64e+13 9.01245e+13 9.43947e+13 6.83322e+13 3.67763e+13 3.01949e+13 2.30627e+13 2.22212e+13 2.12985e+13 4.4608e+13 5.10483e+13 2.75491e+13 1.00327e+14 2.17781e+13 1.55882e+13 2.2117e+13 1.34035e+14 3.79447e+13 2.78e+13 6.38956e+13
threshold=20.507515800000004 3.5000000000000004 168.45000000000002 5.5000000000000009 2.5000000000000004 81.02500000000002 85.020000000000024 84.00500000000001 5.5000000000000009 149.05000000000004 125.02000000000002 3.5000000000000004 8.5000000000000018 120.05000000000001 1.5000000000000002 1.5000000000000002 4.5000000000000009 5.5000000000000009 54.724612400000005 138.05000000000004 9.5000000000000018 12.500000000000002 9.5000000000000018 122.65000000000002 15.500000000000002 9.5000000000000018 106.49500000000002 91.02500000000002 106.49500000000002 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 10 4 -4 5 -3 7 -7 9 -6 13 14 -13 24 -12 -15 -8 -18 19 23 -21 22 -20 -10 25 28 27 -27 -1 -30
right_child=-2 2 3 -5 8 6 16 -9 18 -11 11 12 -14 15 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4568.1274384597255 -6.4063433012804927 502.06996370726949 158696.85577651518 -14231.84279983108 -19433.323338226925 21651.83530072774 94407.488512073876 314190.03242187499 -14441.54520985192 -116580.34265825321 -59853.423133680553 -39574.760773533955 156954.06812499999 47957.830487351195 -211171.44558189658 217536.73705357141 -84924.226071428566 6360.7454310825897 28849.407356978838 -7159.794477982955 129207.07187500001 94385.53402157739 -130838.33822916668 -107350.66225961538 -14017.17912173064 16908.922807644907 226490.95354166671 -56351.128270833338 21224.010596624412 -90209.586927734374
leaf_weight=5336 4053548 9917 33 37 1057 73 22 24 851 39 36 81 35 21 29 21 35 112 313 66 47 42 45 26 414 1233 30 75 106 100
leaf_count=5336 4053548 9917 33 37 1057 73 22 24 851 39 36 81 35 21 29 21 35 112 313 66 47 42 45 26 414 1233 30 75 106 100
internal_value=0 1282.01 -693.492 67291.7 -1069.13 1366.71 33602.1 94032.4 -11046.7 -22890.2 4629.88 -33098.7 19722.7 5560.75 -127365 132747 -1082.72 -15373.8 -1708.17 -9576.45 49559.2 17765.8 8776.93 -17196 4828.39 5962.41 17501.6 12708.2 3176.53 -32870
internal_weight=0 20256 12739 70 12669 10183 266 97 2486 1096 7517 181 116 7336 65 42 169 147 1390 990 113 400 358 877 7294 6880 1338 1308 5542 206
internal_count=4073804 20256 12739 70 12669 10183 266 97 2486 1096 7517 181 116 7336 65 42 169 147 1390 990 113 400 358 877 7294 6880 1338 1308 5542 206
is_linear=0
shrinkage=0.1


Tree=1285
num_leaves=31
num_cat=0
split_feature=1 3 6 0 5 0 6 4 4 7 4 2 1 0 0 6 6 5 2 4 1 0 1 6 6 3 6 6 5 6
split_gain=3.35255e+12 1.34265e+13 2.08823e+13 3.25184e+13 5.1931e+13 4.58103e+13 2.65956e+13 1.96854e+13 4.55623e+13 5.11682e+13 4.18632e+13 3.38995e+13 2.63948e+13 3.00744e+13 3.57505e+13 3.12623e+13 2.57367e+13 2.43176e+13 2.53464e+13 2.44544e+13 5.04905e+13 3.46041e+13 9.48663e+13 5.61293e+13 5.45935e+13 3.64232e+13 5.31553e+13 2.86676e+13 2.85994e+13 6.3594e+13
threshold=83.658467900000019 1.5000000000000002 138.05000000000004 52.02416370000001 3.5000000000000004 53.310923100000004 118.04500000000002 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 3658.0000000000005 86.020047450000007 56.020150250000007 55.972700350000004 86.920000000000016 189.00000000000003 1.5000000000000002 2851.5000000000005 14.500000000000002 83.754481100000007 56.041614100000011 92.865667950000017 168.45000000000002 110.01500000000001 11.500000000000002 134.05000000000004 84.00500000000001 2.5000000000000004 74.015000000000015
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 -6 -2 8 -3 10 12 -12 -10 14 -14 -15 -13 18 -9 -19 27 23 -23 24 28 26 -26 -21 29 -22
right_child=1 7 3 4 5 -7 -8 17 9 -11 11 16 13 15 -16 -17 -18 19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-21.760860750876354 -1434.7870485372487 1244.6113888503071 -69310.786073369571 -18472.261686905571 246327.17145507812 61723.89956173781 -51368.426982330609 11001.210944405437 23464.722291543676 -8822.1353870235089 5952.4466526312235 57034.167444149069 6957.675104227601 -4066.10047553699 62555.095973617317 -65706.434765625003 -51222.089504076088 -286.24932485664061 -2868.6257724909524 -3269.2313204655675 9253.2821104961986 -29725.171574041557 7733.3274437314558 156029.79418569713 -76704.626342215401 3288.1359239508347 85000.153668478262 -29171.397800464667 17919.302039756662 -28230.603222656253
leaf_weight=3852148 34122 83043 23 46 20 41 107 1370 1148 1022 231 486 1409 409 126 103 23 46057 34428 2418 6778 919 2558 26 175 191 23 519 3350 485
leaf_count=3852148 34122 83043 23 46 20 41 107 1370 1148 1022 231 486 1409 409 126 103 23 46057 34428 2418 6778 919 2558 26 175 191 23 519 3350 485
internal_value=0 378.181 -1438.95 38564.2 61752.3 122250 -1590.88 711.527 1800.54 11113.8 16291.6 37723.7 11327.7 4521.01 11521.4 -16466.4 52142.4 -253.589 -2337.82 921.412 4110.34 6531.37 -2167.27 9273.95 8927.13 -27867 -57920.7 -7846.43 10275.8 6750.23
internal_weight=0 221656 34359 130 107 61 34229 187297 88000 4957 3935 740 3195 2047 1535 512 509 99297 35798 63499 17442 14505 3477 11028 11002 389 198 2937 10613 7263
internal_count=4073804 221656 34359 130 107 61 34229 187297 88000 4957 3935 740 3195 2047 1535 512 509 99297 35798 63499 17442 14505 3477 11028 11002 389 198 2937 10613 7263
is_linear=0
shrinkage=0.1


Tree=1286
num_leaves=31
num_cat=0
split_feature=6 6 1 6 0 0 1 1 4 0 6 1 0 4 4 5 0 3 0 1 1 0 1 1 3 1 4 4 1 4
split_gain=3.45251e+12 1.77316e+13 3.64105e+13 2.58961e+13 3.37934e+13 4.66647e+13 1.29005e+14 6.11826e+13 9.47117e+13 8.48829e+13 1.13112e+14 4.99503e+13 1.34085e+14 1.54704e+14 1.00585e+14 6.32445e+13 6.67018e+13 4.38666e+13 4.08611e+13 8.34836e+13 9.12273e+13 1.17771e+14 1.14461e+14 8.54372e+13 8.14668e+13 1.05447e+14 9.08275e+13 5.5926e+13 4.95333e+13 4.2603e+13
threshold=42.005000000000003 45.005000000000003 37.957884500000006 42.875000000000007 55.791814000000009 55.743464250000009 37.503969450000007 37.729575300000008 7.5000000000000009 55.759969450000007 44.205000000000005 37.543519500000009 55.753967500000009 9.5000000000000018 10.500000000000002 1.5000000000000002 55.753967500000009 18.500000000000004 55.685785750000008 37.534144550000008 37.631035900000008 55.710673100000008 37.563506350000004 37.586700500000006 3.5000000000000004 37.600779750000008 7.5000000000000009 5.5000000000000009 37.924401400000008 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 18 17 8 9 10 -8 15 -13 -14 -15 16 -10 -7 -5 27 21 23 -23 29 26 -26 -24 -20 -22 -21
right_child=1 -3 -4 4 -6 6 7 -9 11 -11 -12 12 13 14 -16 -17 -18 -19 19 20 28 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=127.41660162882829 -3022.0651303180125 35.094821218282355 -1289.5287127303009 4326.1814485113227 -218.9539846324584 -33310.230290963453 102354.38698422331 5213.5213930608097 165109.69550645619 -56010.191021603954 -86249.320108695654 16577.015509311303 26187.18325626817 328201.90156250005 119454.11519535103 -69474.927419542902 23831.116899455978 62440.514783653853 8187.1945374139468 -26548.343348214286 -3796.0971287380098 -73617.249500000005 -66155.995043006304 -80523.002425986851 110365.27849506581 349196.04108072916 217300.17609374999 -34709.209135316385 89571.854322130937 111858.26627817622
leaf_weight=1397217 13276 2315699 272740 26506 39899 599 103 1145 36 196 46 417 215 25 301 67 466 52 404 35 2793 25 26 76 38 36 20 1227 58 61
leaf_count=1397217 13276 2315699 272740 26506 39899 599 103 1145 36 196 46 417 215 25 301 67 466 52 404 35 2793 25 26 76 38 36 20 1227 58 61
internal_value=0 -66.5133 -718.499 1048.33 1770.08 4039.27 14710.6 23422.1 34559.3 -12762.2 44127.7 45250.8 59189.6 92035.1 135462 21782.8 33962.6 -25661.9 2788.91 -5701.82 3761.85 54652.6 121038 -1311.55 161591 226553 57085.8 -24083.7 -1896.64 61397.5
internal_weight=0 2.67659e+06 360888 88148 74872 34973 3668 3017 1872 345 149 1527 958 541 326 569 502 651 31305 4799 3168 317 145 172 120 74 46 1631 2851 96
internal_count=4073804 2676587 360888 88148 74872 34973 3668 3017 1872 345 149 1527 958 541 326 569 502 651 31305 4799 3168 317 145 172 120 74 46 1631 2851 96
is_linear=0
shrinkage=0.1


Tree=1287
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 2 0 4 6 1 6 5 5 4 3 7 6 1 6 0 2 6 0 1 6 6 6 0 5
split_gain=3.53863e+12 4.97683e+13 7.47577e+13 8.55261e+13 1.30248e+14 1.25042e+14 2.93139e+14 2.2481e+14 2.53689e+14 1.87041e+14 1.59758e+14 1.31108e+14 1.70529e+14 1.4963e+14 1.4539e+14 1.23474e+14 1.3966e+14 1.09917e+14 1.07226e+14 9.54376e+13 9.36229e+13 1.51762e+14 1.64785e+14 1.21674e+14 1.14878e+14 8.15826e+13 7.71547e+13 8.97099e+13 7.70815e+13 7.65432e+13
threshold=56.115175650000005 56.324067350000007 47.386825600000002 43.932356550000009 13.500000000000002 56.262014700000009 2970.5000000000005 56.148747500000006 9.5000000000000018 98.020000000000024 43.997056950000008 67.00500000000001 2.5000000000000004 1.5000000000000002 5.5000000000000009 1.5000000000000002 6.0000000000000009 61.805000000000007 47.256487700000001 63.415000000000006 56.262014700000009 2865.5000000000005 88.00500000000001 56.288960650000007 38.166910000000009 116.05000000000001 78.605000000000004 79.015000000000015 56.309668500000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 25 18 10 -5 12 14 -13 -7 -15 -17 29 19 -9 -2 24 23 -23 -22 -8 -10 -28 -26 -16
right_child=1 -3 -4 4 -6 11 7 8 26 -11 -12 13 -14 15 17 16 -18 -19 -20 -21 21 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-56.138173563635497 3881.3172306919937 -72.144217464664749 -4342.6190914826348 3653.296125288964 -2134.1572233106372 4140.2414561064825 6448.8529664989437 39876.886934475595 4601.0946243223852 -143297.10794270833 -36448.657036565084 -88008.295304915053 -10114.181236848308 -22779.210283652123 34840.513689615756 47283.869179409674 -11197.918460537527 83560.969798922248 -40419.450787674752 93676.671715029763 -1010.910122536582 619.24943002249574 -111816.53334618284 -22797.570336974095 36058.496253220168 -53440.438274697313 -219608.09210526315 -39599.863748228789 -97147.726111111115 10212.319323633816
leaf_weight=2989263 23658 975160 15150 1969 14717 4947 14830 598 245 120 2005 103 3111 348 2919 3113 470 332 95 735 6799 3893 171 5160 1254 231 38 102 45 2223
leaf_count=2989263 23658 975160 15150 1969 14717 4947 14830 598 245 120 2005 103 3111 348 2919 3113 470 332 95 735 6799 3893 171 5160 1254 231 38 102 45 2223
internal_value=0 154.731 2177.38 3225.63 5868.5 8924.89 3710.98 9535 42803 -20293.6 -16579.3 15148.6 10431.6 30971.7 16565.2 34089.2 39612.5 27793.9 62226.1 69541.4 -208.605 -5794.53 -14564.8 -12727.8 4195.18 5530.29 -29239 -88459.2 31444 24193.2
internal_weight=0 1.08454e+06 109381 94231 53251 38534 20968 16874 1813 4094 3974 17566 13532 4034 10421 3931 3583 5474 1428 1333 40980 17322 9224 9053 8098 15061 385 140 1299 5142
internal_count=4073804 1084541 109381 94231 53251 38534 20968 16874 1813 4094 3974 17566 13532 4034 10421 3931 3583 5474 1428 1333 40980 17322 9224 9053 8098 15061 385 140 1299 5142
is_linear=0
shrinkage=0.1


Tree=1288
num_leaves=31
num_cat=0
split_feature=6 6 6 1 5 4 1 4 1 0 0 2 4 0 0 1 1 1 3 3 0 1 0 4 4 1 7 4 0 6
split_gain=3.6901e+12 7.56691e+13 5.89932e+13 4.77794e+13 3.60302e+13 4.28244e+13 1.12972e+14 1.24059e+14 4.92661e+13 3.51885e+13 4.37428e+13 4.03271e+13 1.09279e+14 4.8948e+13 5.11202e+13 5.46487e+13 7.73382e+13 4.13903e+13 3.74631e+13 3.45095e+13 3.41123e+13 3.29978e+13 3.68687e+13 3.16184e+13 3.15979e+13 4.52809e+13 2.85526e+13 2.53285e+13 8.66361e+13 2.5262e+13
threshold=59.815000000000005 58.305000000000007 60.005000000000003 38.011626600000007 1.5000000000000002 10.500000000000002 82.93515810000001 14.500000000000002 82.958608050000009 59.933037250000005 60.002985000000002 75.000000000000014 9.5000000000000018 55.633951400000008 55.866549750000011 37.71815560000001 37.729575300000008 37.401708450000008 4.5000000000000009 3.5000000000000004 43.051287600000009 37.401708450000008 43.550475500000012 13.500000000000002 6.5000000000000009 37.503969450000007 6.0000000000000009 18.500000000000004 60.01610465000001 59.010000000000012
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 3 9 5 8 21 -8 -3 11 19 12 13 24 15 -15 18 23 -17 26 -5 -7 -23 -14 25 -2 -11 -12 -29 -6
right_child=2 4 -4 20 29 6 7 -9 -10 10 27 -13 17 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-43.769014063178773 9592.0112433188842 10661.434469048538 26.335339607263151 14715.919623905214 4192.6839330791518 -38001.260228855295 -273673.84435763891 -33115.682031249999 -7785.8608854860859 -33730.848678994771 -6603.9481525127703 7235.8134615048439 81516.275250000006 -54808.898759488671 18638.434201323915 -7136.2580357142861 -28228.567800417106 12326.134699327649 160929.2387369792 -13046.363087280068 -4616.9192100948549 -70837.874448094226 7906.2753268737797 -35739.985634663542 23434.555910114548 -170680.63803267048 -100394.4715425532 147258.02571348855 4976.4614656527374 1028.4122453184862
leaf_weight=2678924 38 2289 1206187 928 68458 345 36 53 3939 203 1144 9870 25 811 167 21 295 2452 36 591 55299 66 600 287 281 22 94 49 338 39956
leaf_count=2678924 38 2289 1206187 928 68458 345 36 53 3939 203 1144 9870 25 811 167 21 295 2452 36 591 55299 66 600 287 281 22 94 49 338 39956
internal_value=0 64.3892 -140.678 -2902.11 2567.78 -4218.59 -22408.5 -130420 -1005.86 1790.42 -9364.23 3676.69 -4244.06 -24432.4 -33098.7 -40527.8 -7624.54 7961 99010.4 -27021.2 -4297.84 -12900.1 102.801 -26344.5 9368.42 -56508 -54829.8 877.055 22991.4 3026.49
internal_weight=0 2.79467e+06 1.27914e+06 72951 115742 7328 1100 89 6228 16724 2419 14305 4435 1671 1330 1163 352 2764 57 888 56227 1011 666 312 341 60 297 1531 387 108414
internal_count=4073804 2794666 1279138 72951 115742 7328 1100 89 6228 16724 2419 14305 4435 1671 1330 1163 352 2764 57 888 56227 1011 666 312 341 60 297 1531 387 108414
is_linear=0
shrinkage=0.1


Tree=1289
num_leaves=31
num_cat=0
split_feature=6 6 1 6 4 4 2 1 6 1 3 1 0 1 1 0 0 6 0 0 1 0 4 0 1 7 4 6 3 0
split_gain=3.7599e+12 3.24023e+13 4.94407e+13 5.7126e+13 4.10725e+13 3.2362e+13 3.24941e+13 3.56491e+13 2.83699e+13 5.79042e+13 5.34539e+13 4.79759e+13 4.88564e+13 4.79311e+13 5.83848e+13 5.45119e+13 5.98434e+13 7.33968e+13 5.84303e+13 5.34236e+13 8.99345e+13 4.51799e+13 4.31159e+13 4.26765e+13 4.23424e+13 4.60537e+13 3.84698e+13 8.03806e+13 5.75514e+13 4.63543e+13
threshold=49.010000000000012 48.025000000000013 37.318079750000003 48.810000000000009 5.5000000000000009 15.500000000000002 2828.5000000000005 30.084656550000002 54.010000000000012 37.957884500000006 13.500000000000002 37.978059650000013 55.710673100000008 37.71815560000001 37.649344350000007 55.633951400000008 55.866549750000011 53.005000000000003 55.595177750000005 55.633951400000008 37.768783500000005 55.649510000000014 36.500000000000007 55.554045200000012 37.755233900000007 6.0000000000000009 16.500000000000004 50.410000000000004 7.5000000000000009 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 13 12 21 14 -2 18 17 -17 -16 23 26 -11 -12 -15 -25 -26 27 28 -21 -29
right_child=8 2 3 -5 5 -7 -8 -9 -10 11 22 -13 -14 19 15 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=14.012464611446527 -253.08147155449743 5674.8138025522239 8301.8141033158408 1411.3232224041988 -106391.17345281864 -1611.0177844154723 2106.5952710860815 -21792.162185793306 69.284787825207388 -31055.870496470343 7325.6509867046325 -1674.985573978322 -39066.90904230548 1497.4189796799774 -10010.938512095758 -44724.90429187406 609.28536700080429 3514.7058118166374 41073.083257658589 40000.124031346284 5299.3556176495231 26396.723264464341 -58247.644967319007 -5720.596325992934 -67251.293355034722 48999.814197716347 54009.673282224656 47730.160669783567 150266.80563380284 -3482.2496846266786
leaf_weight=1987481 62085 2112 15034 60253 51 2100 624 2135 1674459 247 13927 235007 692 4378 735 1240 816 423 322 142 6764 307 101 513 270 39 511 233 71 732
leaf_count=1987481 62085 2112 15034 60253 51 2100 624 2135 1674459 247 13927 235007 692 4378 735 1240 816 423 322 142 6764 307 101 513 270 39 511 233 71 732
internal_value=0 94.5312 2038.78 2787.28 -5986.28 -11002.2 -18020.5 -23765.9 -97.6339 -945.743 1163.54 -1778.75 -21349.4 156.659 -964.936 -13463.7 -21571.2 -32454.7 5551.08 5547.43 10453.7 781.578 6853.53 -2428.04 -23335.2 -52578.8 31095.3 21155.4 76755.7 8883.03
internal_weight=0 2.06979e+06 82309 75287 7022 4910 2810 2186 2.00401e+06 329555 93302 236253 1246 79274 65621 3536 2479 1663 1057 13653 8453 554 14028 5200 822 309 1689 1178 213 965
internal_count=4073804 2069790 82309 75287 7022 4910 2810 2186 2004014 329555 93302 236253 1246 79274 65621 3536 2479 1663 1057 13653 8453 554 14028 5200 822 309 1689 1178 213 965
is_linear=0
shrinkage=0.1


Tree=1290
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 6 1 6 2 4 3 7 0 0 0 0 1 0 4 4 0 6 6 6 3 1 1 1 4 1
split_gain=3.95474e+12 2.97895e+13 4.08807e+13 3.37382e+13 1.62098e+14 2.98046e+13 6.04253e+13 4.80096e+13 4.32729e+13 4.16237e+13 5.32014e+13 4.2122e+13 4.87521e+13 3.50319e+13 3.16866e+13 3.21977e+13 2.96767e+13 2.89708e+13 2.85535e+13 2.69857e+13 5.21085e+13 7.64508e+13 1.0612e+14 1.0656e+14 1.04698e+14 1.00444e+14 7.39489e+13 7.24178e+13 1.08019e+14 7.70474e+13
threshold=64.015000000000015 63.855000000000011 37.957884500000006 43.687280500000007 22.500000000000004 63.705000000000005 83.00362155000002 63.415000000000006 915.50000000000011 23.500000000000004 1.5000000000000002 6.0000000000000009 55.014210500000011 55.876067900000002 55.649510000000014 55.579943700000008 40.024897700000004 55.012912000000007 18.500000000000004 15.500000000000002 43.687280500000007 74.615000000000009 84.00500000000001 95.045000000000016 17.500000000000004 39.723160900000003 39.723160900000003 39.763755750000009 24.500000000000004 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 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 16 7 9 -1 14 10 11 17 -13 -11 15 -9 -4 -7 -5 -2 21 -21 25 24 -24 -23 -26 28 -27 -29
right_child=19 2 3 18 -6 6 -8 8 -10 13 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 26 27 -28 29 -30 -31
leaf_value=20.340830912245877 208.94850447610389 8234.5725682042557 -27358.345749830165 687.97652646497772 -190575.20632659315 -17049.633364404504 -16059.994155916065 -3962.2091867065428 11487.271782005559 9786.3401309742658 -8281.2238557237415 5539.3080154380514 33645.393116509265 87098.887220394739 2730.2457490572365 -51491.25119885397 7372.3111737049712 3031.9507093627017 12245.742748653207 42174.41648480756 -1040.0537506212938 -105625.98993999095 69135.231222578775 -1110.273757858768 60229.848777173916 66708.432697088079 -174846.12646484375 -127395.09084087171 -135732.31571320567 -12629.343125038447
leaf_weight=3067690 614503 10113 437 28940 51 1165 3404 320 6508 153 6727 3176 766 95 1395 257 563 1874 2308 666 320475 138 479 1009 23 176 32 76 31 254
leaf_count=3067690 614503 10113 437 28940 51 1165 3404 320 6508 153 6727 3176 766 95 1395 257 563 1874 2308 666 320475 138 479 1009 23 176 32 76 31 254
internal_value=0 53.8821 2686.15 948.912 -16673.9 17.7939 -4114.06 41.1115 7555.04 -1200.33 -1934.89 4180.53 11000.8 39402 -5422.14 -25132 -7804.99 -4666.32 1541.64 -180.166 -919.63 12462.1 3540.32 18007.6 54131.1 -29530.8 -76541.6 -9975.6 36391.2 -39060.2
internal_weight=0 3.13594e+06 42412 32299 1051 3.09353e+06 17360 3.07617e+06 8480 13956 13708 6981 3942 248 1972 577 1000 3039 31248 937862 323359 2884 2218 1543 534 675 55 537 207 330
internal_count=4073804 3135942 42412 32299 1051 3093530 17360 3076170 8480 13956 13708 6981 3942 248 1972 577 1000 3039 31248 937862 323359 2884 2218 1543 534 675 55 537 207 330
is_linear=0
shrinkage=0.1


Tree=1291
num_leaves=31
num_cat=0
split_feature=0 0 6 4 0 1 0 1 7 6 6 4 0 6 1 1 6 1 6 1 1 6 4 3 3 4 4 0 4 6
split_gain=3.59611e+12 1.58574e+14 9.48449e+13 5.92771e+13 4.59263e+13 9.57302e+13 1.0128e+14 1.06746e+14 1.5781e+14 1.01294e+14 8.94035e+13 7.23588e+13 6.2194e+13 6.90177e+13 6.79586e+13 6.0403e+13 5.25406e+13 5.11343e+13 4.64889e+13 9.17683e+13 6.69765e+13 9.31741e+13 5.47465e+13 6.35139e+13 5.97508e+13 4.73017e+13 7.18026e+13 4.12582e+13 9.68228e+13 1.06664e+14
threshold=55.214863500000007 55.303261650000003 59.815000000000005 16.500000000000004 55.145978450000008 61.511492200000006 55.161746650000005 59.999510900000011 6.0000000000000009 43.905000000000008 79.015000000000015 19.500000000000004 55.173955500000005 66.990000000000023 61.400814300000008 61.29689960000001 45.305000000000007 61.273924650000005 94.02500000000002 61.273924650000005 61.381045500000006 108.05000000000001 16.500000000000004 5.5000000000000009 4.5000000000000009 9.5000000000000018 2.5000000000000004 55.102137100000007 16.500000000000004 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=4 2 3 -2 27 6 9 8 10 -6 -8 12 14 16 17 -13 -14 -9 -11 -20 25 22 -22 24 -24 26 -21 -1 -29 -30
right_child=1 -3 -4 -5 5 -7 7 11 -10 18 -12 15 13 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=69.5423110525292 -6271.8987461001716 -15.246011208482976 -22400.291215811074 43941.722914225262 -880.08962102306032 -9098.7410245170595 -18779.146149375531 -7052.7666671605257 38993.696425091293 14256.142177704309 -82208.575691664519 24449.008199552649 207.05115659404856 -6187.4361968690646 1929.6199143864631 -21157.35635361875 8065.0967136995505 23844.277266226673 -62510.845493822417 38546.781139026993 27623.386079339223 -17508.914913504464 94209.206919642864 62117.551858688195 335721.34433593752 55569.122071140097 209934.55519886361 -1003.4406975909205 -3904.4012264806161 -28976.801645872227
leaf_weight=1949774 11504 1983143 4442 240 4811 6550 2718 620 460 8506 242 340 17944 8396 4130 1991 16182 3937 89 44 226 308 21 91 20 354 55 39527 4362 2777
leaf_count=1949774 11504 1983143 4442 240 4811 6550 2718 620 460 8506 242 340 17944 8396 4130 1991 16182 3937 89 44 226 308 21 91 20 354 55 39527 4362 2777
internal_value=0 -95.7036 -9953.54 -5245.73 92.2368 2472.14 3532.36 1631.6 -15496.8 10986.2 -23964.9 2725.72 3510.06 1934.88 11220.4 -14505.2 3933.21 19640.6 16863.2 35220.3 42993.4 22816.3 57509.5 108678 212020 72657.7 133762 -0.786794 -2939.24 -13657.3
internal_weight=0 1.99933e+06 16186 11744 2.07448e+06 78035 71485 56960 3420 14525 2960 53540 51209 42522 8687 2331 34126 4557 9714 1208 1119 666 358 132 41 453 99 1.99644e+06 46666 7139
internal_count=4073804 1999329 16186 11744 2074475 78035 71485 56960 3420 14525 2960 53540 51209 42522 8687 2331 34126 4557 9714 1208 1119 666 358 132 41 453 99 1996440 46666 7139
is_linear=0
shrinkage=0.1


Tree=1292
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 7 0 6 4 6 4 0 1 1 4 0 6 0 0 4 1 6 6 4 1 6 6 6 5
split_gain=3.5294e+12 2.86769e+13 1.13673e+14 1.63689e+14 7.5138e+13 4.07298e+13 4.25795e+13 7.7976e+13 7.04687e+13 6.0112e+13 7.1629e+13 4.4744e+13 1.05777e+14 3.33619e+14 1.44534e+14 1.00557e+14 8.15977e+13 1.15555e+14 6.55267e+13 6.36831e+13 7.11881e+13 1.90054e+14 1.36774e+14 7.09154e+13 7.02738e+13 6.13403e+13 5.19435e+13 4.72841e+13 4.69097e+13 7.73779e+13
threshold=30.084656550000002 28.601854300000003 59.764576050000009 59.838047850000002 80.720000000000013 57.892117950000006 6.0000000000000009 54.707511300000007 118.04500000000002 7.5000000000000009 67.91500000000002 7.5000000000000009 54.707511300000007 20.507515800000004 20.507515800000004 4.5000000000000009 54.762682300000009 90.045000000000016 54.724612400000005 54.707511300000007 8.5000000000000018 20.507515800000004 64.805000000000021 101.02000000000002 9.5000000000000018 20.507515800000004 63.705000000000005 114.05000000000001 87.015000000000015 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 5 4 -4 -3 6 7 8 9 -1 -11 12 13 26 -14 -15 17 -16 19 20 25 23 -23 -22 -24 -13 -8 -21 -27 -30
right_child=-2 2 3 -5 -6 -7 11 -9 -10 10 -12 18 14 15 16 -17 -18 -19 -20 27 21 22 24 -25 -26 28 -28 -29 29 -31
leaf_value=-30773.450518662048 10.632655292177454 -18060.7740021358 38973.16462192672 -3497.9557954961037 -86900.796611967555 -26571.863105201013 12150.842150928329 8250.8849882966024 -165754.44030172413 10965.847210156577 -43627.824153364243 2105.7475033606106 12740.928887136502 -76539.497412109384 -70001.641726047397 106689.19838366385 -18572.369148866692 -288218.61026785715 3887.2344106588243 -17420.25802301841 900.91221107914339 -29054.570014665918 -181248.41142773439 104536.57353661381 -49484.412500000006 93898.826138237855 -38859.333661052653 -158182.28763020833 -87308.616651429533 74356.571640624999
leaf_weight=848 4021329 2820 981 12107 168 538 494 12965 29 1427 289 415 1125 32 182 468 314 28 6746 4213 4547 838 100 67 68 180 335 24 47 80
leaf_count=848 4021329 2820 981 12107 168 538 494 12965 29 1427 289 415 1125 32 182 468 314 28 6746 4213 4547 838 100 67 68 180 335 24 47 80
internal_value=0 -814.815 -4332.41 -314.569 -21931.3 738.767 1148.49 5084.83 -10745.4 -8992.22 1771.46 -1867.89 9455.11 30448.4 -7464.28 94962.6 -50843.8 -99097.2 -3814.2 -8725.24 -2383.54 -6180.98 -45564.1 2405.81 -127915 27175.5 -8462.44 -18217.6 61064.5 14527.7
internal_weight=0 52475 16076 13088 2988 36399 35861 15558 2593 2564 1716 20303 2978 1329 1649 500 524 210 17325 10579 6342 5620 1006 4614 168 722 829 4237 307 127
internal_count=4073804 52475 16076 13088 2988 36399 35861 15558 2593 2564 1716 20303 2978 1329 1649 500 524 210 17325 10579 6342 5620 1006 4614 168 722 829 4237 307 127
is_linear=0
shrinkage=0.1


Tree=1293
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 6 1 1 4 4 1 0 0 4 0 7 0 0 4 5 0 0 6 2 0 1 4 6 6 1
split_gain=3.59641e+12 1.60096e+13 2.97906e+13 6.13272e+13 7.68948e+13 7.62429e+13 4.21282e+13 4.12805e+13 3.98714e+13 3.78694e+13 7.0432e+13 3.26886e+13 3.25529e+13 2.93718e+13 2.6858e+13 2.68236e+13 3.69132e+13 1.15742e+14 3.301e+13 3.25847e+13 3.24397e+13 3.01819e+13 4.443e+13 2.8523e+13 3.7493e+13 2.94162e+13 8.36168e+13 4.87283e+13 5.81321e+13 6.218e+13
threshold=102.04000000000001 82.948524700000021 82.961694200000011 110.01500000000001 55.039488700000007 116.05000000000001 82.966990000000024 82.973036600000015 4.5000000000000009 17.500000000000004 82.965501500000016 55.014210500000011 55.034466500000008 24.500000000000004 55.050541250000002 6.0000000000000009 54.86311005000001 54.73499850000001 10.500000000000002 2.5000000000000004 53.341100000000004 54.916864950000011 120.05000000000001 3658.0000000000005 55.462387050000011 83.117716000000016 5.5000000000000009 114.05000000000001 110.01500000000001 83.086354900000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 8 13 -4 10 -10 -3 -5 -8 -7 18 17 20 23 -20 -17 22 -18 24 -9 26 -25 28 -28 -30
right_child=1 2 6 4 5 14 7 15 9 -11 -12 -13 -14 -15 -16 16 21 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=15.453328451501443 -192.32382612985674 -80618.777371794873 151687.09081326998 4993.6750489308497 57911.990762867652 -159910.90625 -56451.417347146737 -18848.815923831789 -120484.57089843751 118849.22240668403 29981.612650109171 -23008.197128464588 123400.90182291668 29549.553464253742 -58199.802443484048 -50519.099900045956 168394.37587890626 -197697.49098837213 99857.866243489596 10519.773798012653 16588.233731249999 -11101.301702422856 551.61439540697188 6775.0115881748834 -131976.79425403228 5513.2294523946102 -33581.753523010768 -60303.665922791282 -62597.580888310185 121115.01492456897
leaf_weight=3966508 97876 195 26 713 34 58 230 533 36 36 229 199 24 48 47 170 24 43 42 1461 125 633 46 1065 31 2644 238 405 27 58
leaf_count=3966508 97876 195 26 713 34 58 230 533 36 36 229 199 24 48 47 170 24 43 42 1461 125 633 46 1065 31 2644 238 405 27 58
internal_value=0 -571.277 -4508.69 -18754.6 -4017.24 -72239 -2288.77 -3758.69 32877 22614.3 9540.92 -51521 8849.54 -41602.3 -114383 -2364.32 -17268 -44425.2 21.0917 13016.2 -22083.8 -4210.93 58097.7 -3884.47 -25066.8 -1191.92 -11079.5 -37199 -8228.86 62759.2
internal_weight=0 107296 9420 1270 876 139 8150 7823 327 301 265 394 737 278 105 7545 1041 338 6504 1503 295 703 70 5001 564 4437 1793 728 323 85
internal_count=4073804 107296 9420 1270 876 139 8150 7823 327 301 265 394 737 278 105 7545 1041 338 6504 1503 295 703 70 5001 564 4437 1793 728 323 85
is_linear=0
shrinkage=0.1


Tree=1294
num_leaves=31
num_cat=0
split_feature=2 6 6 6 6 1 0 0 1 7 1 4 4 1 0 4 3 4 4 6 7 4 5 0 1 3 1 3 5 1
split_gain=3.49772e+12 1.88827e+13 6.64254e+13 5.7379e+13 5.65561e+13 6.56901e+13 1.12497e+14 9.20757e+13 1.37582e+14 8.87015e+13 8.12982e+13 1.07715e+14 6.79198e+13 6.77781e+13 6.30298e+13 8.72988e+13 9.07611e+13 7.56681e+13 5.99019e+13 5.8362e+13 5.79226e+13 1.26646e+14 1.56857e+14 7.16114e+13 6.68445e+13 8.98159e+13 8.83143e+13 6.30791e+13 5.94839e+13 5.8648e+13
threshold=36.000000000000007 39.355000000000011 39.305000000000007 50.995000000000012 54.710000000000008 37.374856000000008 55.520061350000013 55.520061350000013 37.517483500000004 6.0000000000000009 37.331232350000008 5.5000000000000009 19.500000000000004 37.343102500000008 55.858844800000007 3.5000000000000004 3.5000000000000004 7.5000000000000009 24.500000000000004 77.010000000000005 6.0000000000000009 21.500000000000004 1.5000000000000002 55.876067900000002 37.618684050000006 13.500000000000002 37.563506350000004 16.500000000000004 2.5000000000000004 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 9 8 -7 19 11 -11 -10 -8 15 -15 -17 -18 -13 -6 21 -5 27 28 26 -26 -24 -23 29 -22
right_child=-2 3 -4 4 5 7 13 -9 12 10 -12 18 -14 14 -16 16 17 -19 -20 -21 23 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=997.3845966174415 25.671645467910288 -3264.9222249065256 160863.88509615386 6017.1890015864028 -5767.3724088222079 17815.498815308707 -6409.9705487003694 475.35049149282634 -32545.633425302822 -41953.426844618058 -56584.79467633929 193909.35115559897 -101307.60864664713 179977.64289772729 -59964.507772073026 -60741.125687081476 -182659.87300000002 -7419.4393262827507 39449.062385110301 49975.339764284625 -7258.3560973939329 23879.278358551397 70463.728972423633 31074.139137224192 -32818.091492319916 140575.9246435547 196287.33955853176 -67795.49498744325 107058.37854614259 20877.418351296597
leaf_weight=73208 3783399 65918 26 14310 713 561 7407 113745 991 36 35 96 168 22 433 441 25 1712 34 255 7765 166 487 626 118 40 63 137 48 819
leaf_count=73208 3783399 65918 26 14310 713 561 7407 113745 991 36 35 96 168 22 433 441 25 1712 34 255 7765 166 487 626 118 40 63 137 48 819
internal_value=0 -334.45 1054.14 -802.709 270.355 -581.422 -7890.25 128.098 -22836 21469.1 81919.3 111122 -42512.9 -11308.7 -25089.5 -18225.4 -20227.5 -9941.61 153512 8916.92 4660.2 8433.81 42639.4 -1584.72 68407.4 11079.1 84876.3 -17571 -3953.17 -4573.92
internal_weight=0 290405 73234 217171 151253 126674 11209 115465 1720 1169 201 166 1159 10040 2633 2200 2178 1737 130 968 24579 15321 1011 9258 708 158 550 303 8632 8584
internal_count=4073804 290405 73234 217171 151253 126674 11209 115465 1720 1169 201 166 1159 10040 2633 2200 2178 1737 130 968 24579 15321 1011 9258 708 158 550 303 8632 8584
is_linear=0
shrinkage=0.1


Tree=1295
num_leaves=31
num_cat=0
split_feature=1 1 1 6 1 0 7 4 4 0 3 7 0 6 0 4 0 0 1 0 3 1 0 0 0 0 4 4 0 1
split_gain=3.3562e+12 8.2258e+13 1.06272e+14 8.70543e+13 7.91567e+13 1.15176e+14 1.4587e+14 8.27129e+13 7.51464e+13 7.35071e+13 9.67844e+13 1.4804e+14 1.14801e+14 8.97208e+13 1.57856e+14 7.08103e+13 9.4694e+13 8.30961e+13 7.18521e+13 8.82726e+13 7.02034e+13 5.80171e+13 7.53057e+13 7.7937e+13 1.11066e+14 1.47392e+14 8.28233e+13 7.31785e+13 8.65271e+13 6.60576e+13
threshold=65.534455000000023 61.511492200000006 63.728898350000001 79.710000000000022 65.593879100000024 57.174562350000009 6.0000000000000009 13.500000000000002 16.500000000000004 57.125462300000009 18.500000000000004 6.0000000000000009 57.15297970000001 149.05000000000004 57.14107305000001 17.500000000000004 57.125462300000009 57.15297970000001 65.559704250000024 57.15297970000001 19.500000000000004 82.825258850000026 57.14107305000001 57.100506200000005 56.986919400000012 55.102137100000007 7.5000000000000009 3.5000000000000004 55.02095400000001 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 13 12 -12 -11 -15 16 -10 -17 19 -18 -9 22 23 24 25 27 -25 28 -6 -23
right_child=4 2 9 -5 21 -7 7 20 15 10 11 -13 -14 14 -16 17 18 -19 -20 -21 -22 29 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=13.346705093979967 2148.0803650710645 -9047.8495875949066 6910.0558208548064 -41913.720427412489 1733.9431337056751 -6595.0351625824742 45550.128552377595 14093.308192027609 11411.861906785383 -4953.2560603171278 225321.56523137019 -30396.713676269534 36643.884512329103 -172532.87210286458 103070.95340617519 16288.379097996667 -43339.801017622522 -32587.876592019667 83487.972500133284 49452.803373881157 154287.45648871528 2466.1873331022139 1954.3796104503881 14452.255626346792 9583.4638437522717 -28010.993336300249 -18094.516116499231 -6356.1667157349748 38521.459389688134 -151.47499897295208
leaf_weight=2997977 30426 15219 8880 851 4784 8347 1114 4575 1555 23090 65 100 64 24 155 1027 132 526 403 459 36 109480 20561 881 5542 2724 6949 19966 738 807154
leaf_count=2997977 30426 15219 8880 851 4784 8347 1114 4575 1555 23090 65 100 64 24 155 1027 132 526 403 459 36 109480 20561 881 5542 2724 6949 19966 738 807154
internal_value=0 -52.7101 -4140.33 -10788.3 156.298 4095.45 6312.26 21095.9 3861.03 -840.779 -3769.85 60923.3 131714 -4406.53 66118.5 16566.6 26821.9 -265.974 50929.2 28727.6 15187.9 -39.2953 -2996.15 -5443.92 -3358.82 -5901.22 -14432.5 -3538.26 6650.49 161.171
internal_weight=0 3.04642e+06 48448 16070 1.02738e+06 48600 40253 5725 34528 32378 23498 229 129 23269 179 4102 2549 1553 994 591 4611 978779 62145 41584 33754 28212 7830 25488 5522 916634
internal_count=4073804 3046425 48448 16070 1027379 48600 40253 5725 34528 32378 23498 229 129 23269 179 4102 2549 1553 994 591 4611 978779 62145 41584 33754 28212 7830 25488 5522 916634
is_linear=0
shrinkage=0.1


Tree=1296
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 0 1 1 6 0 0 1 0 0 0 1 1 6 1 6 4 4 0 0 2 0 1 1 1 7
split_gain=3.6834e+12 3.25373e+13 4.88772e+13 4.34945e+13 8.03648e+13 8.88806e+13 5.99858e+13 8.19049e+13 4.84708e+13 4.71302e+13 4.30179e+13 4.64341e+13 7.23887e+13 3.85501e+13 3.6801e+13 5.24024e+13 7.12047e+13 4.94268e+13 4.82595e+13 6.35666e+13 8.17946e+13 5.56177e+13 3.66555e+13 4.77177e+13 7.53985e+13 8.09638e+13 6.9853e+13 9.29656e+13 7.05629e+13 5.8799e+13
threshold=5.5000000000000009 55.145978450000008 52.07762420000001 45.126607350000008 54.188398350000007 53.356310450000002 45.71452080000001 47.17130860000001 105.00500000000001 52.516286950000008 53.310923100000004 49.692247900000005 53.175387700000009 55.111813300000001 55.161746650000005 61.511492200000006 61.29689960000001 77.565000000000012 61.381045500000006 65.805000000000021 2.5000000000000004 4.5000000000000009 53.715816400000008 54.431501800000014 2851.5000000000005 54.86311005000001 48.411058050000008 86.169282750000022 82.648284550000014 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -5 -4 11 12 -9 -6 15 16 17 -3 19 -18 -21 -22 -12 26 25 29 -24 28 -28 -25
right_child=-2 14 3 6 13 -7 7 10 -10 -11 22 -13 -14 -15 -16 -17 18 -19 -20 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=484.29743402810874 -59.457671245841858 248.55651207099163 -56842.205340834073 8596.8967922505381 -1887.4468898022701 -29098.26085983785 -34157.806838472497 -8409.0992252590986 154058.0636209239 2893.802937767392 2568.8110995843426 -3291.8935062307428 -57087.551213727682 -20808.936297780725 605.23789198274335 -13220.783662280703 25925.455290415095 -100567.22954296875 18524.129334551133 29199.474720536902 303844.43674568966 100311.71356250001 30804.554225071068 9937.8924090922173 -1204.2709367018408 -25948.920638860563 -12079.093093133384 -1157.1432023737214 -42099.412800088394 -22484.323415907253
leaf_weight=305074 2928705 1775 142 5722 24149 2642 750 1234 23 1890 33762 40000 406 1127 566834 912 174 50 2625 47 29 25 505 12300 123842 722 5977 10874 901 586
leaf_count=305074 2928705 1775 142 5722 24149 2642 750 1234 23 1890 33762 40000 406 1127 566834 912 174 50 2625 47 29 25 505 12300 123842 722 5977 10874 901 586
internal_value=0 152.069 -380.909 -1367.45 -4958.65 -17004.7 -914.776 -1164.89 9179.25 -1280.66 -1057.82 -3968.06 -20460 -2731.11 685.194 8725.21 12961.1 -2513.52 22699.5 62555.2 125660 209616 -418.225 -1065.91 -427.895 6637.65 -5869.24 -6912.52 -16011.7 8463.47
internal_weight=0 1.1451e+06 572628 267554 29950 4674 237604 231859 5745 2032 231109 41640 1640 25276 572471 5637 4725 1825 2900 275 101 54 189469 155707 137450 13608 18257 17752 6878 12886
internal_count=4073804 1145099 572628 267554 29950 4674 237604 231859 5745 2032 231109 41640 1640 25276 572471 5637 4725 1825 2900 275 101 54 189469 155707 137450 13608 18257 17752 6878 12886
is_linear=0
shrinkage=0.1


Tree=1297
num_leaves=31
num_cat=0
split_feature=0 0 6 2 7 6 5 1 1 6 5 6 5 4 1 0 4 7 4 1 1 1 0 1 4 1 6 1 4 3
split_gain=4.06657e+12 8.93685e+13 1.04668e+14 9.88027e+13 1.8603e+14 2.00961e+14 1.46212e+14 9.86383e+13 2.40404e+14 9.29944e+13 9.7598e+13 1.00187e+14 9.02597e+13 9.00972e+13 1.81293e+14 7.82829e+13 1.35966e+14 1.03122e+14 2.13113e+14 2.11978e+14 3.86078e+14 2.20481e+14 3.2458e+14 2.80231e+14 2.76616e+14 2.72741e+14 1.86388e+14 1.61296e+14 1.47355e+14 1.27175e+14
threshold=55.753967500000009 55.728148450000006 70.00500000000001 75.000000000000014 6.0000000000000009 86.920000000000016 2.5000000000000004 37.897576350000001 37.331232350000008 118.04500000000002 3.5000000000000004 101.02000000000002 3.5000000000000004 11.500000000000002 36.865631950000008 55.783232450000007 13.500000000000002 6.0000000000000009 25.500000000000004 38.109452700000006 38.247071200000008 37.563506350000004 55.768246800000007 37.631035900000008 23.500000000000004 37.682335600000009 38.605000000000011 37.957884500000006 21.500000000000004 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 -1 -3 4 5 12 -7 8 13 10 11 -8 -4 14 -5 16 -2 -18 19 21 -21 22 -19 26 -24 29 -23 -27 -28 -25
right_child=15 2 3 7 -6 6 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 23 24 25 -26 27 28 -29 -30 -31
leaf_value=-21.874348039502138 121.07336917802502 2012.6136864871792 306.18374854398064 8178.2823931884768 19696.299729296697 -286846.94508928573 -64024.271224470962 15811.565079315331 126372.41619376348 -229508.89827178034 18713.766893674616 -267210.27833333332 -96666.99825721154 -24093.373274017438 197189.94068818935 19.175114970061266 -3056.7287999306295 128528.43378511987 14981.161786844585 275316.97786989796 -7135.7097782710107 -26625.819962159483 -52125.413591604651 -56964.007031250003 20939.511467787801 -26012.546701034633 -79073.478156014811 -164909.62163254313 -159276.64260673767 236120.61241776316
leaf_weight=2450546 38788 59433 1245 200 2193 35 127 5386 290 33 114 30 104 293 68 1490295 12597 161 1874 49 3907 479 1137 20 952 2143 847 87 314 57
leaf_count=2450546 38788 59433 1245 200 2193 35 127 5386 290 33 114 30 104 293 68 1490295 12597 161 1874 49 3907 479 1137 20 952 2143 847 87 314 57
internal_value=0 78.4495 3613.24 13015.3 488.111 -24466.6 -93296.3 20810.4 52448 -71012.5 -51712.3 -102850 -7169.88 14233.9 56136.5 -127.244 -3568.36 -9380 -16002.9 -21721.9 -3637.18 -33266.6 -8284.05 -47508.1 -18828.2 -25042.2 -79110.9 -31431.4 -100765 159995
internal_weight=0 2.5201e+06 69551 10118 3881 1688 339 6237 851 304 271 157 1349 561 268 1.55371e+06 63412 24624 12027 10153 3956 6197 2250 3947 2089 2307 1640 2230 1161 77
internal_count=4073804 2520097 69551 10118 3881 1688 339 6237 851 304 271 157 1349 561 268 1553707 63412 24624 12027 10153 3956 6197 2250 3947 2089 2307 1640 2230 1161 77
is_linear=0
shrinkage=0.1


Tree=1298
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 2 3 0 6 0 6 6 2 5 0 6 3 6 0 1 6 6 4 3 6 6 4 4 0 6
split_gain=3.89097e+12 1.0719e+13 6.60143e+13 4.50122e+13 3.98708e+13 3.38447e+13 2.40449e+13 3.42007e+13 5.10971e+13 4.55912e+13 3.18452e+13 2.51807e+13 2.26414e+13 2.0953e+13 5.7178e+13 3.10156e+13 4.07679e+13 3.74933e+13 3.48493e+13 2.81607e+13 3.60131e+13 3.23654e+13 4.04222e+13 3.74341e+13 2.60463e+13 3.50919e+13 3.15227e+13 3.93892e+13 2.46703e+13 3.87375e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 3658.0000000000005 6.5000000000000009 52.07762420000001 55.405000000000008 53.310923100000004 156.15000000000003 98.020000000000024 4046.5000000000005 3.5000000000000004 53.715816400000008 103.03500000000001 2.5000000000000004 106.49500000000002 52.02416370000001 92.90968070000001 81.02500000000002 156.15000000000003 11.500000000000002 5.5000000000000009 61.425000000000004 59.505000000000003 24.500000000000004 17.500000000000004 52.02416370000001 90.045000000000016
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 -2 4 12 -6 7 -7 -9 11 -8 -10 -4 24 15 28 -17 -18 -19 21 -21 -16 23 -23 25 -3 27 -26 29 -15
right_child=1 13 3 -5 5 6 10 8 9 -11 -12 -13 -14 14 19 16 17 18 -20 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-23.443225813090681 539.40773194125654 -403.58786068080309 1731.0536321315039 -6492.7079638986033 6433.1590188980108 -3120.8135286458337 39157.241718997233 20094.704729784149 135793.88433314732 76537.778192934784 -74845.438362068962 272123.56058593752 17956.503794707103 -87696.626016610127 5104.7001921082065 -57103.910781250001 88362.923225350212 118273.23771875001 -2959.1704318104621 10271.179111615349 -21590.039095395739 115163.15264423078 188970.82113095239 -47542.773084677421 2142.8667055289188 -9531.7006521946951 -16748.121640155387 17473.067349410619 -20699.294910994526 63189.917382812506
leaf_weight=3852148 108749 65925 1391 1088 256 60 158 97 42 138 29 20 2253 114 2941 100 58 25 460 561 965 26 21 31 27220 4499 824 1786 1799 20
leaf_count=3852148 108749 65925 1391 1088 256 60 158 97 42 138 29 20 2253 114 2941 100 58 25 460 561 965 26 21 31 27220 4499 824 1786 1799 20
internal_value=0 407.419 1081.48 11737.7 16201 36416.5 50526.3 65742.2 79653.9 108540 21477.7 179771 11762.9 -310 -5551.45 -17454 1571.18 12376.9 3289.92 1194.6 -9876.97 6790.9 70369.3 26674 62.298 -986.733 2538.9 3086.8 -23782.5 -65176.2
internal_weight=0 221656 114281 5532 4444 800 544 357 297 200 187 62 3644 107375 7121 2576 643 543 485 4545 1526 3019 78 57 100254 70424 29830 29006 1933 134
internal_count=4073804 221656 114281 5532 4444 800 544 357 297 200 187 62 3644 107375 7121 2576 643 543 485 4545 1526 3019 78 57 100254 70424 29830 29006 1933 134
is_linear=0
shrinkage=0.1


Tree=1299
num_leaves=31
num_cat=0
split_feature=4 0 0 0 0 1 0 1 6 1 5 6 5 1 0 0 6 0 6 5 6 6 6 6 5 6 0 0 6 0
split_gain=3.84204e+12 1.27122e+13 1.68767e+13 1.3895e+13 3.36336e+13 3.03739e+13 2.86698e+13 3.74703e+13 3.41193e+13 2.71493e+13 2.6511e+13 2.86343e+13 2.68655e+13 3.7231e+13 6.16411e+13 1.49629e+13 1.42745e+13 1.41095e+13 1.98023e+13 1.28896e+13 1.26188e+13 1.25013e+13 1.48847e+13 2.41842e+13 1.19762e+13 2.60552e+13 9.18917e+13 6.62865e+13 1.68914e+13 5.95679e+13
threshold=2.5000000000000004 47.245981600000007 47.295021550000008 45.00849250000001 45.036141150000006 39.029038350000008 45.177967300000006 38.782330450000011 168.45000000000002 36.865631950000008 4.5000000000000009 61.425000000000004 3.5000000000000004 38.965413050000002 45.022979600000006 44.990874950000006 41.005000000000003 45.029425500000009 58.995000000000012 5.5000000000000009 96.050000000000011 108.05000000000001 93.050000000000011 81.705000000000013 3.5000000000000004 189.00000000000003 55.061158000000006 56.262014700000009 156.15000000000003 54.810424650000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 10 7 -6 16 -8 11 -5 21 -14 -15 -1 -9 20 -19 24 -7 22 23 -13 -4 28 -27 -28 -26 -30
right_child=-2 2 19 4 6 17 9 8 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=490.16637947648246 -16.340895240822455 15012.110968289002 901.32375007176017 -11794.609847500709 -28115.441086263025 3703.0093602322268 38216.531412880096 -563.03698774161819 135628.15437593005 -4220.1839558890633 89115.815983072913 -52269.227852525306 -100685.33465169271 143687.81994485293 -33074.356615691489 13691.811042520769 11977.067715687146 9754.7105909160546 87102.526945153077 -43794.320132446293 -67783.997566105783 27915.314880952381 -105528.46364583334 38498.733013916019 8798.9595480667103 -161033.2008914263 184811.42726562501 -39107.677443910259 205292.97531250003 12342.3604296875
leaf_weight=10019 3961637 877 79519 2480 300 491 153 1355 21 10280 24 355 24 34 47 939 2750 102 49 64 26 21 45 32 1962 39 20 39 20 80
leaf_count=10019 3961637 877 79519 2480 300 491 153 1355 21 10280 24 355 24 34 47 939 2750 102 49 64 26 21 45 32 1962 39 20 39 20 80
internal_value=0 577.146 1213.78 -1203.03 -2868.02 -11357.9 -736.845 6007.14 8488.18 -3597.85 -15572.7 -16399.7 -36866.9 8708.98 41122.1 1621.43 7837.76 7962.27 34854.3 1065.74 107.918 -47430.9 -51093.5 -44763.9 1100.89 8447.94 -41931.3 36797.1 10842.3 50932.5
internal_weight=0 112167 82620 29547 18589 3730 14859 4426 4126 10433 3062 3038 558 105 81 10958 4105 668 151 81743 517 453 432 387 81679 2160 98 59 2062 100
internal_count=4073804 112167 82620 29547 18589 3730 14859 4426 4126 10433 3062 3038 558 105 81 10958 4105 668 151 81743 517 453 432 387 81679 2160 98 59 2062 100
is_linear=0
shrinkage=0.1


Tree=1300
num_leaves=31
num_cat=0
split_feature=0 0 4 6 1 1 4 4 1 0 1 0 1 7 6 6 6 4 1 0 4 6 1 1 6 5 1 1 4 6
split_gain=3.81061e+12 1.28401e+14 7.96905e+13 8.90085e+13 8.66285e+13 1.55822e+14 5.15883e+13 4.12659e+13 5.31137e+13 3.59439e+13 6.65157e+13 7.42525e+13 8.68342e+13 1.27887e+14 8.22627e+13 7.25531e+13 5.86615e+13 5.69428e+13 5.68839e+13 5.31612e+13 6.23053e+13 4.75458e+13 4.71157e+13 5.37289e+13 4.44442e+13 4.61217e+13 4.30605e+13 1.92678e+14 7.50429e+13 4.76425e+13
threshold=55.214863500000007 55.303261650000003 16.500000000000004 67.91500000000002 37.897576350000001 38.657016300000002 12.500000000000002 3.5000000000000004 61.273924650000005 55.145978450000008 61.511492200000006 55.161746650000005 59.999510900000011 6.0000000000000009 43.905000000000008 79.710000000000022 142.05000000000004 19.500000000000004 61.29689960000001 55.173955500000005 12.500000000000002 247.90000000000001 61.29689960000001 61.335446300000008 66.990000000000023 3.5000000000000004 61.381045500000006 61.335446300000008 3.5000000000000004 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -6 -5 -2 -9 -1 11 14 13 15 -11 -13 17 19 -19 20 -14 -18 -22 -24 -21 -26 27 -16 -29 -28
right_child=1 -3 4 6 5 -7 -8 8 -10 10 -12 12 16 -15 26 -17 21 18 -20 24 22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=12.652585302433126 5876.9831039379733 -26.117047276670576 -35022.082602095172 -27292.095271370712 197638.87303571429 20056.55623459589 -108961.59039351852 -20938.581397718412 -5672.0614912940146 -1227.2169656622314 -7444.6629074922521 -16985.582377777271 6217.9645815882313 35061.273326236893 8804.8533879433289 -74561.540438304233 -51156.703666697256 25574.992093667639 -19181.594719267548 3527.7375937891993 38795.833273744021 92418.406562500008 -29473.1908476971 30994.992414301509 -8030.3950257321867 12080.261703801069 10490.313735252203 212056.74344758067 54195.925054769708 -67206.448037109381
leaf_weight=1996440 2025 1983143 110 1714 70 168 81 3056 8962 4811 6550 2722 6820 460 2702 238 298 332 1963 34126 1182 25 263 333 6829 1369 5848 31 1053 80
leaf_count=1996440 2025 1983143 110 1714 70 168 81 3056 8962 4811 6550 2722 6820 460 2702 238 298 332 1963 34126 1182 25 263 333 6829 1369 5848 31 1053 80
internal_value=0 -98.5166 -8969.06 -10009.2 38367.2 72286.6 -30977.5 -7328.95 -9554.11 94.9479 2200.38 3084.14 1456.64 -13991.9 9466.4 -21615 2443.45 2701.32 -12707 3395.76 10564.4 -40044.1 27236.5 4311.88 1939.46 -4672.08 14762.6 23093.7 58710.4 9441.77
internal_weight=0 1.99933e+06 16186 15838 348 238 1795 14043 12018 2.07448e+06 78035 71485 56960 3420 14525 2960 53540 53217 2295 50922 8598 323 1778 596 42324 8198 9714 3786 1084 5928
internal_count=4073804 1999329 16186 15838 348 238 1795 14043 12018 2074475 78035 71485 56960 3420 14525 2960 53540 53217 2295 50922 8598 323 1778 596 42324 8198 9714 3786 1084 5928
is_linear=0
shrinkage=0.1


Tree=1301
num_leaves=31
num_cat=0
split_feature=6 0 0 3 1 0 6 0 0 1 1 7 4 4 4 0 4 4 4 6 6 4 4 3 4 6 5 3 4 0
split_gain=3.77849e+12 1.62594e+13 7.1781e+13 7.31128e+13 9.42152e+13 6.99749e+13 1.13578e+14 5.93464e+13 4.69948e+13 7.5217e+13 1.0003e+14 9.09795e+13 8.23763e+13 6.3318e+13 9.5925e+13 1.10119e+14 6.26688e+13 1.31757e+14 5.26251e+13 9.42432e+13 1.27215e+14 4.61916e+13 1.51685e+14 4.55131e+13 4.54146e+13 4.3878e+13 8.21873e+13 6.67114e+13 9.98686e+13 8.85498e+13
threshold=102.04000000000001 56.888401950000009 56.83050475000001 9.5000000000000018 53.187400150000009 57.113979900000011 120.05000000000001 56.872182500000008 56.782540950000005 60.590708550000009 60.620042600000012 6.0000000000000009 15.500000000000002 15.500000000000002 29.500000000000004 56.802121050000004 23.500000000000004 20.500000000000004 16.500000000000004 122.65000000000002 114.05000000000001 23.500000000000004 20.500000000000004 12.500000000000002 22.500000000000004 114.05000000000001 3.5000000000000004 16.500000000000004 17.500000000000004 59.864072000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -2 12 18 13 23 -12 15 -15 17 -13 19 20 -11 22 -17 -10 -20 26 27 28 -7 -30
right_child=1 5 3 4 7 25 -8 -9 9 10 11 16 -14 14 -16 21 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=15.839692106795859 19.103108297878645 -2326.2649329231149 5745.5619937474858 -164964.46376488096 44394.105664171169 3163.6627330510869 -66226.948665110845 201298.77668750001 -12166.135128102185 23025.702322345893 -8940.4248465401797 23361.68289689429 -63100.193501893285 39223.081225066489 12355.371624696603 -140523.25480191383 -14090.609487799151 285980.90250000003 98173.724332061072 44225.817757161458 -115324.59750256148 -223508.13697916665 133201.90174932065 132110.24996603263 25780.546701860429 2242.2697713896869 -20816.425766395037 33742.332416253652 16037.231341091125 -41586.687388793252
leaf_weight=3966508 78476 731 1709 21 674 4932 449 25 443 146 301 81 514 47 103 169 158 25 131 264 122 42 23 23 256 12605 2896 519 357 1054
leaf_count=3966508 78476 731 1709 21 674 4932 449 25 443 146 301 81 514 47 103 169 158 25 131 264 122 42 23 23 256 12605 2896 519 357 1054
internal_value=0 -585.56 67.1059 17006.6 43735.9 -2907.39 -26641 50005.9 -438.846 -13057.5 -1286.54 -24058.6 -35494.5 -43280.4 -70198 -100458 25816.3 85300.2 22228.9 1819.11 -39954.7 -128513 -107733 -5045.2 50285.7 -1655.06 -6689.48 -727.43 -3547.83 -27007.1
internal_weight=0 107296 83753 2429 720 23543 1180 699 81324 2848 1868 949 980 685 384 281 264 106 919 532 268 234 192 466 387 22363 9758 6862 6343 1411
internal_count=4073804 107296 83753 2429 720 23543 1180 699 81324 2848 1868 949 980 685 384 281 264 106 919 532 268 234 192 466 387 22363 9758 6862 6343 1411
is_linear=0
shrinkage=0.1


Tree=1302
num_leaves=31
num_cat=0
split_feature=6 6 1 1 3 3 4 3 3 1 0 1 0 5 5 3 3 1 0 4 3 0 4 3 1 5 3 3 3 4
split_gain=3.51611e+12 2.19681e+13 3.40873e+13 7.3397e+13 9.79209e+13 1.60806e+14 7.4205e+13 7.86052e+13 6.51872e+13 4.45603e+13 4.26782e+13 4.41401e+13 6.74755e+13 4.45338e+13 4.23799e+13 3.98273e+13 7.10886e+13 3.97607e+13 4.67747e+13 6.2792e+13 7.92168e+13 6.5034e+13 4.49223e+13 9.68914e+13 4.56931e+13 4.25968e+13 4.74813e+13 3.98418e+13 3.94083e+13 5.87557e+13
threshold=112.00500000000001 108.05000000000001 38.927872750000006 39.008519500000006 15.500000000000002 18.500000000000004 23.500000000000004 9.5000000000000018 3.5000000000000004 39.712886600000012 56.888401950000009 65.534455000000023 57.15297970000001 2.5000000000000004 2.5000000000000004 17.500000000000004 8.5000000000000018 30.303340300000002 60.064438250000002 5.5000000000000009 4.5000000000000009 59.990753350000013 18.500000000000004 4.5000000000000009 30.242318500000007 3.5000000000000004 2.5000000000000004 14.500000000000002 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 -1 17 4 6 -6 8 -8 -4 -5 -11 12 14 -13 -12 16 -15 18 19 20 25 28 23 -23 -25 26 -3 -24 -21 -30
right_child=-2 2 3 9 5 -7 7 -9 -10 10 11 13 -14 15 -16 -17 -18 -19 -20 21 -22 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=-1.2650314468292203 -710.55901175274778 -75833.041699218753 -1493.6084500135282 -19894.619416969461 283143.07216282899 -67172.000312500008 37867.492881482714 -143147.34429209185 66245.196318438771 10341.231339081402 -182591.11988146554 111843.71192336311 -3437.8854257479579 18703.096516591493 -53736.899187573363 131237.7137228261 -87217.995081018526 -8329.7635365879978 155613.29755434784 -22961.437364247082 -213918.36972656252 99244.617391304346 -28929.875486288267 -225374.34892578126 -63190.496628289475 -76453.686995967742 98337.231354166681 122355.23709490742 175449.12798713238 39525.227497193875
leaf_weight=3992241 68470 24 231 666 38 20 47 49 369 6241 29 42 440 291 213 23 81 3349 23 91 24 23 49 32 38 62 45 27 34 492
leaf_count=3992241 68470 24 231 666 38 20 47 49 369 6241 29 42 440 291 213 23 81 3349 23 91 24 23 49 32 38 62 45 27 34 492
internal_value=0 12.1468 4101.6 7677.78 37508 162345 27104.9 -54525.5 40165.8 4875.39 7116.81 -10866.8 -26765.1 13944.7 -69178.1 3535.22 -4360.37 -3178.44 14717.6 11273.8 -46896.7 22745.1 -32216.4 -78823.6 -137332 -16297.3 37756.3 24816.2 37799.3 48311.2
internal_weight=0 4.00533e+06 13093 8780 754 58 696 96 600 8026 7360 1119 682 437 242 395 372 4313 964 941 155 786 169 93 70 131 69 76 617 526
internal_count=4073804 4005334 13093 8780 754 58 696 96 600 8026 7360 1119 682 437 242 395 372 4313 964 941 155 786 169 93 70 131 69 76 617 526
is_linear=0
shrinkage=0.1


Tree=1303
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 4 4 1 4 0 1 4 4 6 4 7 0 4 1 4 3 6 4 6 6 0 0 3 0
split_gain=3.50223e+12 6.16629e+13 1.12923e+14 1.69565e+14 1.4308e+14 1.78129e+14 1.62259e+14 1.90093e+14 2.05795e+14 2.02934e+14 1.6102e+14 3.10328e+14 2.89207e+14 1.2646e+14 1.22511e+14 1.03266e+14 1.08828e+14 1.94442e+14 9.92443e+13 9.7285e+13 9.12435e+13 7.92352e+13 6.99632e+13 6.62077e+13 1.02132e+14 8.60006e+13 6.44917e+13 6.10742e+13 5.95352e+13 5.92906e+13
threshold=37.768783500000005 37.843405600000004 55.806294650000005 55.743464250000009 44.739668300000005 55.696737300000009 13.500000000000002 25.500000000000004 37.804148700000006 17.500000000000004 55.721784200000009 37.804148700000006 10.500000000000002 12.500000000000002 51.805000000000007 19.500000000000004 6.0000000000000009 55.759969450000007 18.500000000000004 37.804148700000006 5.5000000000000009 3.5000000000000004 87.395000000000024 9.5000000000000018 70.50500000000001 79.710000000000022 55.721784200000009 55.60524465000001 9.5000000000000018 44.685196900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 29 20 10 8 9 26 -7 13 -13 23 -14 16 -5 -18 -4 -17 27 -15 -22 25 -25 -12 -8 -6 -21 -2
right_child=1 -3 18 15 5 6 7 -9 -10 -11 11 12 14 21 -16 19 17 -19 -20 28 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=165.53018111195934 -2623.2495211997161 4.5785392766506448 -8067.4762285259903 12857.469822313027 3017.3328803046079 5680.2773504948364 60525.300938622298 -6762.9187597918271 -17430.28064017605 124499.33369300005 -46795.536814946718 -34131.668089587278 5657.3160776238692 -24674.440587022571 122077.90621409053 97661.198186521608 -275244.1851996528 53424.947471788204 -32924.328473894588 86403.866517857154 -20636.316514622111 -128429.79650162801 -74191.493330681187 -24901.397092676529 171936.72017045456 -235451.91989293986 14141.583532220233 -85881.344927825936 -75807.231832885751 10684.935147146207
leaf_weight=972918 6634 3051869 8226 5352 2273 2503 583 1817 509 337 230 693 152 90 223 266 36 36 1996 35 8661 404 251 131 33 27 617 80 64 6758
leaf_count=972918 6634 3051869 8226 5352 2273 2503 583 1817 509 337 230 693 152 90 223 266 36 36 1996 35 8661 404 251 131 33 27 617 80 64 6758
internal_value=0 -51.9359 -3570.61 -1106.85 -3875.61 -9316.03 1753.59 16776.5 37681.3 55932.3 -11183 -32468.3 4147.98 -75207.3 74888.8 14679.2 11214.5 -110910 -12921.2 66165.3 -17520.2 -109527 -22144.7 -34936.7 14706.3 -66615.5 36676.3 -5.1466 -18459.9 4092.45
internal_weight=0 3.10089e+06 49017 38795 33006 19614 8349 3863 2046 1537 4486 1983 1068 915 375 5789 5424 72 10222 365 11265 494 8912 421 164 257 1200 2353 99 13392
internal_count=4073804 3100886 49017 38795 33006 19614 8349 3863 2046 1537 4486 1983 1068 915 375 5789 5424 72 10222 365 11265 494 8912 421 164 257 1200 2353 99 13392
is_linear=0
shrinkage=0.1


Tree=1304
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 5 4 0 4 0 5 6 6 0 0 4 1 1 6 6 1 1 4 4 4 4 0 6 3
split_gain=3.74548e+12 2.42082e+13 7.27156e+13 5.13967e+13 8.4006e+13 8.83146e+13 1.69721e+14 2.03796e+14 5.87716e+13 7.59786e+13 6.72617e+13 5.82034e+13 1.4795e+14 7.27472e+13 5.50689e+13 1.43965e+14 9.25197e+13 2.0612e+14 9.92025e+13 8.5311e+13 6.80209e+13 6.15968e+13 4.57147e+13 7.7765e+13 6.14448e+13 4.5026e+13 4.47359e+13 4.08255e+13 3.9344e+13 6.46914e+13
threshold=451.00000000000006 56.041614100000011 56.148747500000006 38.166910000000009 4.5000000000000009 81.705000000000013 3.5000000000000004 13.500000000000002 56.309668500000008 13.500000000000002 56.288960650000007 2.5000000000000004 58.755000000000003 66.990000000000023 56.228352100000002 56.288960650000007 11.500000000000002 37.517483500000004 37.331232350000008 47.805000000000007 70.00500000000001 36.049731800000011 37.978059650000013 16.500000000000004 9.5000000000000018 4.5000000000000009 7.5000000000000009 56.324067350000007 30.705000000000002 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 14 -5 8 7 -7 10 27 -6 13 -13 28 16 20 18 -18 25 -19 22 26 23 24 -16 -4 -17 -10 -12 -30
right_child=-2 2 3 4 5 6 -8 -9 9 -11 11 12 -14 -15 15 21 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=357.0583307303275 -42.818765201414841 -13186.598416120061 -28149.097372194719 -17321.577399382611 -52000.021854998122 382209.6139404297 -118540.86891741071 5288.7919471153846 -87883.574436773255 -113714.94670138891 -27968.590688852164 155477.72833333336 -49215.271465320126 170970.95421875 -30893.713599477098 16021.486590021308 13895.887178461911 66390.792698913589 -47452.984471446311 207479.02935416668 -81547.260649010903 -1588.7536726021665 -2401.439266505909 161117.1665625 -113565.51926817604 10259.13656603094 217687.06441761364 11455.022872436441 74293.633783554775 6659.0822198606011
leaf_weight=640981 3396489 5246 366 751 83 32 21 26 43 54 65 45 164 50 1088 22 2099 100 454 75 218 20890 707 20 98 1838 22 1092 461 204
leaf_count=640981 3396489 5246 366 751 83 32 21 26 43 54 65 45 164 50 1088 22 2099 100 454 75 218 20890 707 20 98 1838 22 1092 461 204
internal_value=0 214.721 -2296.31 -458.61 11778.5 21117.8 125049 213245 17486.5 2177.7 34466 41722.5 -5142.62 54280 -1809.64 -3860.48 7781.33 22589 -4887.11 126857 -28622.5 -1339.8 -22591.4 -34427.4 -37724.9 3881 116854 7691.53 46287.5 53545.6
internal_weight=0 677315 36334 31088 3091 2340 79 58 2261 1189 1072 989 209 780 27997 23065 4932 2274 2658 175 2131 20934 1913 1206 1186 2204 44 1135 730 665
internal_count=4073804 677315 36334 31088 3091 2340 79 58 2261 1189 1072 989 209 780 27997 23065 4932 2274 2658 175 2131 20934 1913 1206 1186 2204 44 1135 730 665
is_linear=0
shrinkage=0.1


Tree=1305
num_leaves=31
num_cat=0
split_feature=3 4 4 0 6 0 4 0 1 0 0 3 7 3 6 0 1 6 6 6 1 6 6 2 7 0 1 0 4 1
split_gain=3.62793e+12 2.40601e+13 7.36479e+13 5.93685e+13 5.52948e+13 7.06582e+13 1.09773e+14 9.6319e+13 8.04332e+13 7.68188e+13 7.80925e+13 9.21113e+13 6.92425e+13 6.10171e+13 5.91368e+13 5.64976e+13 5.05123e+13 4.13495e+13 6.41253e+13 3.85767e+13 3.52168e+13 3.4383e+13 3.25905e+13 3.09132e+13 4.35902e+13 4.82273e+13 4.25956e+13 4.02739e+13 4.04897e+13 4.53244e+13
threshold=18.500000000000004 24.500000000000004 22.500000000000004 44.895258050000002 68.515000000000015 59.848366150000011 23.500000000000004 57.978821400000008 30.345769800000003 57.14107305000001 57.15297970000001 21.500000000000004 6.0000000000000009 19.500000000000004 110.01500000000001 56.309668500000008 30.205407000000005 81.02500000000002 84.810000000000016 92.02500000000002 30.157841000000001 34.605000000000011 67.445000000000007 75.000000000000014 6.0000000000000009 55.753967500000009 37.442254400000003 55.783232450000007 21.500000000000004 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 7 13 9 12 15 11 -11 -8 -7 -9 -6 -14 -15 -19 -17 -2 -5 -23 24 -22 -26 -27 28 29 -28
right_child=1 -3 3 4 5 6 8 14 -10 10 -12 -13 16 17 -16 19 -18 18 -20 -21 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=16.254052926709644 25773.105578350966 -1740.829691821335 68749.78231336805 -8656.2413748227536 10470.709316202843 1897.4564376395092 -8927.9656600674716 -41471.852454536507 -34573.383538128393 297910.55441810348 27033.594949057671 33066.832739257814 -66755.414815848213 148589.97122015184 -202995.10831473215 -668.76260416666673 73090.887077702704 -92203.95989118304 98921.394250146041 -71498.963785807297 -10588.922881730397 3993.9437969462474 -29703.08961955554 -5561.6795144223206 23488.966482280266 -103503.36747332317 -109780.75760458669 6531.5091453494451 -134959.80773628049 42444.622610185732
leaf_weight=3956431 413 69278 144 2735 4684 70 220 119 230 29 97 24 28 124 28 165 333 21 107 144 1344 16819 292 17210 1493 41 31 1056 41 53
leaf_count=3956431 413 69278 144 2735 4684 70 220 119 230 29 97 24 28 124 28 165 333 21 107 144 1344 16819 292 17210 1493 41 31 1056 41 53
internal_value=0 -547.895 1170.46 4715.91 4364.89 12429.6 35093 7575.59 15479.8 9856.87 80368.5 177981 35294.3 84491.6 -72238.2 7738.56 62244.1 107434 67564.9 -33677 -3148.6 1754.81 3418.9 -3710.2 4139.98 11431.2 -3300.62 178.055 -53495.9 -13733.8
internal_weight=0 117373 48095 26413 26269 6423 1133 5290 811 5143 150 53 581 322 147 4993 361 252 128 309 21682 19846 17111 21269 4059 2715 1222 1181 125 84
internal_count=4073804 117373 48095 26413 26269 6423 1133 5290 811 5143 150 53 581 322 147 4993 361 252 128 309 21682 19846 17111 21269 4059 2715 1222 1181 125 84
is_linear=0
shrinkage=0.1


Tree=1306
num_leaves=31
num_cat=0
split_feature=1 1 1 6 1 0 7 4 3 0 4 7 0 3 6 0 4 3 0 6 4 4 3 6 4 4 3 4 4 0
split_gain=3.55335e+12 6.43988e+13 8.36484e+13 7.05393e+13 6.41602e+13 9.34828e+13 1.18022e+14 6.7595e+13 6.67011e+13 6.03086e+13 7.30648e+13 1.11331e+14 9.41388e+13 8.81401e+13 7.45232e+13 1.19598e+14 7.59863e+13 8.65034e+13 6.34061e+13 1.23638e+14 5.82842e+13 6.77755e+13 5.54047e+13 5.3679e+13 7.73985e+13 9.93464e+13 5.248e+13 6.50946e+13 5.33726e+13 7.58837e+13
threshold=65.534455000000023 61.511492200000006 63.728898350000001 79.710000000000022 65.593879100000024 57.174562350000009 6.0000000000000009 13.500000000000002 21.500000000000004 57.125462300000009 22.500000000000004 6.0000000000000009 57.15297970000001 14.500000000000002 142.05000000000004 57.14107305000001 8.5000000000000018 4.5000000000000009 57.15297970000001 108.05000000000001 21.500000000000004 19.500000000000004 19.500000000000004 80.030000000000015 9.5000000000000018 12.500000000000002 20.500000000000004 16.500000000000004 18.500000000000004 57.15297970000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -4 14 12 13 -12 18 -16 17 -17 19 -11 21 -9 -22 -7 -25 -26 27 -2 -29 -30
right_child=4 2 9 -5 -6 23 7 20 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=4.2115747265494612 1967.1335652994121 -8002.3640655953877 6276.9367581950864 -37586.964973700735 -15.270293195606952 -2796.3938567114833 41108.933304446648 14242.808546264379 132557.47568603518 -7263.004154572056 61368.952299188415 -12061.956976735864 9469.1944398349387 205004.85965325346 -125696.3046875 93960.721725398937 143939.80963412748 -128073.16054687501 2208.5886774352398 -63640.609833801274 44728.465631447005 -36119.281387350442 201445.940703125 -69521.543214340971 58430.811187780688 -28291.860139542594 -76554.950304878046 22162.976222273181 16864.070920045349 -40749.8390440894
leaf_weight=2997977 30426 15219 8880 851 978779 7245 1114 4069 40 14134 103 307 133 73 31 47 101 28 8141 400 231 286 25 303 167 632 82 3005 609 366
leaf_count=2997977 30426 15219 8880 851 978779 7245 1114 4069 40 14134 103 307 133 73 31 47 101 28 8141 400 231 286 25 303 167 632 82 3005 609 366
internal_value=0 -54.2361 -3671 -9569.04 160.823 3707.25 5704.42 19002.2 3499.55 -743.655 -3396.77 30588.9 72963.6 120945 -4311.69 55417.6 87318.3 11068.1 -4856.95 -8814.61 13661.3 10935.4 60032.9 -5923.97 -26486 -10165.8 3349.86 3540.3 15566.7 -4763.3
internal_weight=0 3.04642e+06 48448 16070 1.02738e+06 48600 40253 5725 34528 32378 23498 616 309 176 22882 207 176 75 22675 14534 4611 4355 256 8347 1102 799 34488 34406 3980 975
internal_count=4073804 3046425 48448 16070 1027379 48600 40253 5725 34528 32378 23498 616 309 176 22882 207 176 75 22675 14534 4611 4355 256 8347 1102 799 34488 34406 3980 975
is_linear=0
shrinkage=0.1


Tree=1307
num_leaves=31
num_cat=0
split_feature=4 1 1 6 1 0 0 0 0 6 0 0 6 1 6 6 1 1 0 1 0 1 6 0 0 1 1 0 6 5
split_gain=3.59532e+12 1.16413e+13 2.1333e+13 2.32795e+13 2.33981e+13 3.08221e+13 2.43401e+13 2.29942e+13 3.86724e+13 2.35146e+13 2.09138e+13 2.53696e+13 2.15271e+13 4.28903e+13 5.30513e+13 2.21643e+13 2.22821e+13 1.93127e+13 1.70113e+13 1.37851e+13 1.36201e+13 1.27435e+13 2.5458e+13 1.20122e+13 1.19125e+13 1.97783e+13 2.33666e+13 2.45917e+13 1.39272e+13 1.44109e+13
threshold=2.5000000000000004 56.805602900000004 82.971668900000012 91.02500000000002 82.918694400000007 56.782540950000005 56.872182500000008 55.214863500000007 55.183288250000011 110.01500000000001 55.026775150000006 55.02095400000001 68.515000000000015 82.901648750000021 71.715000000000018 40.610000000000007 65.493200550000012 82.991167100000027 57.113979900000011 82.93515810000001 55.02095400000001 82.918694400000007 56.805000000000007 52.07762420000001 56.802121050000004 40.024897700000004 52.419561900000012 58.08467765000001 189.00000000000003 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 24 3 10 5 7 -7 8 -5 -9 11 -3 15 -14 -15 16 -12 20 -8 -18 -4 22 -13 -19 -1 28 -27 -28 29 -26
right_child=-2 2 17 4 -6 6 18 9 -10 -11 12 21 13 14 -16 -17 19 23 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=398.22192616436502 -15.807525260124937 7837.1564902624305 -22680.526155524298 3259.7523794087138 99147.607011217959 129447.59345407198 -32764.087701822918 5331.1786739864874 147969.36044921874 -109870.16034007352 2316.2339262163905 44192.841951375936 -6208.3255436652325 -187213.77354166668 -21897.560255681819 6154.2541064694142 -15503.272761213229 -6663.0666886606186 51356.827117768597 12339.136946474275 -46.919757870265414 -11441.97381924716 172756.8870629883 1506.0892783876006 -122.52759525569948 -15884.415930138177 -8916.6183483157547 11326.773643403316 -59240.300726161862 26671.259532099182
leaf_weight=65998 3961637 5539 654 241 39 33 30 37 20 34 3170 67 985 30 55 7360 1434 2121 121 203 448 22 20 11893 6633 2110 1695 929 39 207
leaf_count=65998 3961637 5539 654 241 39 33 30 37 20 34 3170 67 985 30 55 7360 1434 2121 121 203 448 22 20 11893 6633 2110 1695 929 39 207
internal_value=0 558.308 2085.06 4276.01 24462 18817.2 51646.9 622.457 14348.6 -49835.7 3682.78 8777.33 1509.02 -12089.7 -80244.5 2704.93 -2576.32 -732.636 34644.1 -12050.6 -13479.2 56553.5 73747.8 269.699 -121.471 -3074.95 -8049.69 -1749.66 348.576 688.337
internal_weight=0 112167 34556 19440 555 516 184 332 261 71 18885 5648 13237 1070 85 12167 4807 15116 151 1637 1102 109 87 14014 77611 11613 4734 2624 6879 6840
internal_count=4073804 112167 34556 19440 555 516 184 332 261 71 18885 5648 13237 1070 85 12167 4807 15116 151 1637 1102 109 87 14014 77611 11613 4734 2624 6879 6840
is_linear=0
shrinkage=0.1


Tree=1308
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 4 4 6 6 0 4 0 4 4 6 7 3 3 3 1 6 4 3 3 5 6 1 3 3 6
split_gain=3.55938e+12 1.74399e+13 9.06164e+13 4.68258e+13 4.43459e+13 3.84342e+13 6.86786e+13 8.83545e+13 5.66086e+13 4.56038e+13 5.87468e+13 4.29133e+13 1.25727e+14 9.36156e+13 6.70222e+13 6.19095e+13 5.48651e+13 7.12752e+13 5.24666e+13 4.77782e+13 4.09562e+13 4.12817e+13 4.75289e+13 6.88026e+13 3.79906e+13 3.74449e+13 4.61069e+13 6.7861e+13 3.71786e+13 5.11993e+13
threshold=44.895258050000002 37.780517050000007 38.066230450000006 70.50500000000001 69.015000000000015 24.500000000000004 18.500000000000004 77.565000000000012 90.045000000000016 44.685196900000008 19.500000000000004 44.601833250000006 10.500000000000002 4.5000000000000009 45.305000000000007 6.0000000000000009 3.5000000000000004 2.5000000000000004 8.5000000000000018 38.011626600000007 93.050000000000011 8.5000000000000018 12.500000000000002 13.500000000000002 2.5000000000000004 86.030000000000015 37.740454950000007 17.500000000000004 7.5000000000000009 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 3 5 4 -1 6 8 -8 11 10 -9 12 13 16 -15 -16 17 19 -14 -3 -10 -22 28 -24 -7 26 27 -5 -23 -30
right_child=-2 2 -4 25 -6 24 7 9 20 -11 -12 -13 18 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1267.2197995306367 21.708551192116559 -78956.486383322015 -600.49435411980744 -10145.671531344267 24254.057250954545 4254.7833170572912 19491.879832808623 173351.763828125 -78571.938823099976 157661.79923738178 7129.7277878852738 4389.3868620221119 75949.793969228325 -9655.9512701825915 30026.447665474763 -12296.352104044505 -62988.198338867194 178432.59298041044 240580.60864257812 79161.54180724558 -47146.963638690839 936.73654233870968 -183255.19062500002 -3524.8794285463482 -95110.573885893493 -1124.7744576035452 -31857.849413776177 158816.98750000002 40814.909097782263 210454.82926136363
leaf_weight=38820 3865320 23 149796 2486 693 84 645 30 103 76 73 7439 49 1087 1625 439 25 67 32 113 206 186 28 89 71 2781 1279 24 93 22
leaf_count=38820 3865320 23 149796 2486 693 84 645 30 103 76 73 7439 49 1087 1625 439 25 67 32 113 206 186 28 89 71 2781 1279 24 93 22
internal_value=0 -402.479 84.7262 -2119.44 -819.614 8227.79 8843.91 36742.2 6866.6 98901.2 55543.9 8668.79 17869.5 14918.1 10440.8 21024.7 76796.2 94011 140989 52421 -20151.3 -10508.2 7548.24 -46537.3 -41261 -9936.79 -16404.5 -8530.09 28571.5 73267.8
internal_weight=0 208484 162401 46083 39513 12605 12450 824 11626 179 103 10899 3460 3379 3151 2064 228 203 81 136 727 624 418 117 155 6570 3789 2510 301 115
internal_count=4073804 208484 162401 46083 39513 12605 12450 824 11626 179 103 10899 3460 3379 3151 2064 228 203 81 136 727 624 418 117 155 6570 3789 2510 301 115
is_linear=0
shrinkage=0.1


Tree=1309
num_leaves=31
num_cat=0
split_feature=3 6 6 1 6 0 1 6 6 1 5 1 1 6 0 4 6 6 6 4 1 4 1 0 6 1 6 1 6 6
split_gain=3.45319e+12 1.03104e+13 3.01739e+13 1.32656e+13 1.30427e+13 1.19174e+13 1.23656e+13 1.12692e+13 1.65667e+13 1.21037e+13 1.10394e+13 9.47817e+12 1.33859e+13 8.93466e+12 1.28699e+13 1.10389e+13 1.78785e+13 1.34792e+13 1.15924e+13 8.51226e+12 7.59916e+12 6.56755e+12 1.6142e+13 6.3639e+12 7.47638e+12 6.22437e+12 5.13317e+12 5.08492e+12 5.01835e+12 1.16083e+13
threshold=31.500000000000004 73.00500000000001 71.030000000000015 37.343102500000008 76.00500000000001 55.728148450000006 37.534144550000008 78.605000000000004 79.710000000000022 37.618684050000006 2.5000000000000004 37.442254400000003 37.503969450000007 49.485000000000007 55.759969450000007 33.500000000000007 40.610000000000007 46.420000000000009 37.005000000000003 35.500000000000007 37.318079750000003 33.500000000000007 37.740454950000007 55.667390500000003 36.280000000000008 37.543519500000009 55.805000000000007 60.590708550000009 57.715000000000011 60.305000000000007
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 5 -3 -5 6 -2 -6 -9 -10 -11 20 19 15 -15 -14 18 -18 -17 -13 -7 22 -12 24 -8 -26 -27 28 -16 -30
right_child=1 3 -4 4 7 11 23 8 9 10 21 12 13 14 27 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.8678241341931952 52060.928184217089 -85243.317613636376 99080.976033528656 -74957.30114257813 57356.191658266136 727.18311446340465 -27425.822265625 -61953.719652777785 -40493.703846679688 -24295.030775479405 49338.477343750004 -2999.9156358506948 -4058.8826379467628 -81996.78173828125 -34912.28403878348 60126.962622974534 147135.76390625001 35978.603694661455 -20636.984221003608 -65326.194921875001 46394.272399553571 47807.510230712891 -43122.838404017857 -581.66465628035951 18158.760785222457 35216.754551630431 103599.34739583335 20134.175798339846 46361.113562341641 -17289.655965297428
leaf_weight=4072128 94 22 36 25 31 76 20 45 50 55 41 36 167 24 70 27 20 24 52 56 70 80 35 193 59 23 21 60 37 127
leaf_count=4072128 94 22 36 25 31 76 20 45 50 55 41 36 167 24 70 27 20 24 52 56 70 80 35 193 59 23 21 60 37 127
internal_value=0 4538.2 8814.18 -9848.68 -5266.69 6226.91 20219.2 -96.7605 -5917.16 3744.32 14227.3 -554.235 -5388.21 -9.01978 -11585.4 12685.1 35418.8 86504.6 6965.88 -40937.7 22622.4 27808.8 6757.61 10747.3 28523.8 39387.8 67853.9 -5837.53 -12496.9 -2929.42
internal_weight=0 1676 1292 384 362 1256 410 337 306 261 211 846 700 608 318 290 123 44 79 92 146 156 76 316 123 103 44 294 234 164
internal_count=4073804 1676 1292 384 362 1256 410 337 306 261 211 846 700 608 318 290 123 44 79 92 146 156 76 316 123 103 44 294 234 164
is_linear=0
shrinkage=0.1


Tree=1310
num_leaves=31
num_cat=0
split_feature=6 5 7 6 4 0 1 1 0 1 6 1 0 6 0 3 1 4 4 1 0 6 0 4 6 1 1 1 4 4
split_gain=3.44889e+12 2.76272e+13 1.70062e+14 1.17339e+14 1.05887e+14 9.59177e+13 8.99254e+13 1.16744e+14 8.09174e+13 8.02263e+13 7.34053e+13 6.7473e+13 7.60254e+13 7.20619e+13 6.63309e+13 1.59316e+14 1.68505e+14 1.16981e+14 1.18686e+14 1.17221e+14 2.55298e+14 1.08856e+14 1.03465e+14 9.55762e+13 1.37411e+14 1.14202e+14 9.49072e+13 8.62108e+13 7.22067e+13 7.01048e+13
threshold=49.010000000000012 1.5000000000000002 6.0000000000000009 51.405000000000008 16.500000000000004 59.939085000000013 30.452677500000004 30.362494150000003 59.933037250000005 30.370944000000005 88.00500000000001 30.226173900000003 54.707511300000007 52.610000000000007 60.028671700000011 1.5000000000000002 30.277905650000005 13.500000000000002 7.5000000000000009 30.226173900000003 59.982409200000006 60.910000000000004 59.950512650000007 8.5000000000000018 54.990000000000002 30.260128500000004 30.303340300000002 30.330566300000005 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 4 -4 5 8 7 -6 -2 -9 -11 12 -5 -14 15 26 17 18 -17 20 -20 -19 -18 24 -21 -25 -7 29 -29 -24
right_child=1 -3 3 11 6 14 -8 9 -10 10 -12 -13 13 -15 -16 16 22 21 19 23 -22 -23 27 25 -26 -27 -28 28 -30 -31
leaf_value=90.537120030101391 -3096.9329780046951 -9.7512793928148103 -6015.6498147557613 78553.85065050509 -12466.980825561688 179931.85378222656 -8498.5378197823065 -112688.3508958083 -79249.994139229922 -55548.770413768318 37451.229889648435 6440.2639767063692 77444.878897819246 -5061.6513049426385 -12970.537847320056 40966.472463871381 125209.01082870176 24438.134874877931 -275472.12550403224 137937.10985576923 -17195.419998535155 242668.66287841799 15928.193808962265 -28259.039892578126 -108909.99437500001 89935.617339230375 25430.712215909094 69473.92459435096 -19066.366398446771 121050.39510111749
leaf_weight=2069790 41554 1906973 8771 273 1501 100 16193 208 140 561 100 24446 139 444 610 233 149 80 62 26 100 32 106 252 170 121 66 130 316 158
leaf_count=2069790 41554 1906973 8771 273 1501 100 16193 208 140 561 100 24446 139 444 610 233 149 80 62 26 100 32 106 252 170 121 66 130 316 158
internal_value=0 -93.5087 -1739.44 3951.46 -4818.88 -2167.52 -11161.3 -29354.4 -3352.64 -58523.5 -41479.2 7406.58 35003.1 14609.7 16059.1 24487.5 16422 -9944.78 -21183.6 -40993.5 -116042 86789.7 49449.5 -19626.4 -76165 10082.9 118504 33550.7 6741.34 78842.2
internal_weight=0 2.00401e+06 97041 34073 62968 44405 18563 2370 41694 869 661 25302 856 583 2711 2101 1935 1076 964 731 162 112 859 569 196 373 166 710 446 264
internal_count=4073804 2004014 97041 34073 62968 44405 18563 2370 41694 869 661 25302 856 583 2711 2101 1935 1076 964 731 162 112 859 569 196 373 166 710 446 264
is_linear=0
shrinkage=0.1


Tree=1311
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 4 7 0 2 4 6 0 0 5 7 0 4 1 4 7 6 1 6 4 4 7 7 4 4 0
split_gain=3.45242e+12 1.72514e+13 1.19075e+14 1.33795e+14 1.19158e+14 1.00602e+14 1.45467e+14 1.05339e+14 9.48722e+13 7.28218e+13 1.00561e+14 6.82188e+13 8.31889e+13 8.23064e+13 6.12123e+13 5.69112e+13 1.22128e+14 1.73932e+14 1.29566e+14 1.09764e+14 1.10061e+14 9.7425e+13 1.45145e+14 1.96133e+14 1.61087e+14 1.54105e+14 1.43244e+14 1.27157e+14 1.01759e+14 9.44472e+13
threshold=30.303340300000002 59.91832440000001 59.856552950000008 20.500000000000004 47.805000000000007 4.5000000000000009 6.0000000000000009 59.882709350000006 3338.0000000000005 24.500000000000004 78.605000000000004 59.864072000000007 59.898927250000007 1.5000000000000002 6.0000000000000009 59.982409200000006 17.500000000000004 30.242318500000007 15.500000000000002 6.0000000000000009 58.755000000000003 30.226173900000003 94.02500000000002 13.500000000000002 10.500000000000002 6.0000000000000009 6.0000000000000009 14.500000000000002 11.500000000000002 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 -11 13 -13 -5 -15 16 18 19 21 -18 -21 26 23 29 -24 -25 -3 28 -28 -23
right_child=-2 15 3 9 5 8 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 22 24 25 -26 -27 27 -29 -30 -31
leaf_value=430.41944540206117 18.826296347322906 -35874.645114223364 -3039.1607996323528 -782.64371524288936 83101.424550483061 -27910.586136572907 215374.36176470589 -17430.191156939338 107718.83059739333 -6792.7568229187891 -107069.95609375002 -14059.966343767333 178311.61413043481 75882.485379188947 25713.255453310514 -884.30364142108908 29714.426989171068 -65277.570981069715 44295.480217607728 3309.414772661245 -52654.363902400939 7504.2254024307886 -26644.892931289844 4717.2684934454446 39139.828552324179 -157592.85300377157 -38577.607226562504 -8837.3112634189529 98135.260523357778 26643.006505284331
leaf_weight=67321 3910268 1219 5304 1038 131 6296 34 510 52 767 115 993 23 304 1216 60622 743 533 965 958 555 5286 1804 118 469 116 70 695 245 5034
leaf_count=67321 3910268 1219 5304 1038 131 6296 34 510 52 767 115 993 23 304 1216 60622 743 533 965 958 555 5286 1804 118 469 116 70 695 245 5034
internal_value=0 -450.151 -1448.3 -8984.33 -14352.5 -22896.8 13806.8 3115.27 -26799.6 5866.19 -19867.4 12216.8 -9705.1 20923.9 35747.1 606.706 5412.02 -13900.3 8773.98 -1761.94 -17219.3 6497.27 9850.57 14787.2 -13071.2 -75744.2 -12799.6 15050.3 67754.6 16839.9
internal_weight=0 163536 84104 16783 12327 7023 675 641 6348 4456 882 3574 1016 2558 1520 79432 18810 2789 16021 2256 1513 15056 12827 10554 2273 234 2229 1010 315 10320
internal_count=4073804 163536 84104 16783 12327 7023 675 641 6348 4456 882 3574 1016 2558 1520 79432 18810 2789 16021 2256 1513 15056 12827 10554 2273 234 2229 1010 315 10320
is_linear=0
shrinkage=0.1


Tree=1312
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 1 0 4 1 1 4 1 6 2 4 0 0 7 0 0 7 0 0 2 1 1 0 1 3 0
split_gain=3.51278e+12 3.92537e+13 1.62969e+14 7.79033e+13 7.9928e+13 1.63638e+14 1.75343e+14 3.8501e+14 3.41535e+14 7.52917e+13 2.46978e+14 7.45853e+13 8.19828e+13 7.1894e+13 6.46557e+13 6.36638e+13 7.20925e+13 6.863e+13 6.61718e+13 6.31578e+13 6.13877e+13 1.21805e+14 1.27049e+14 1.11972e+14 1.07661e+14 1.8516e+14 1.37591e+14 1.02442e+14 1.01678e+14 9.7805e+13
threshold=16.500000000000004 2.5000000000000004 68.515000000000015 64.015000000000015 30.303340300000002 30.362494150000003 59.933037250000005 23.500000000000004 30.345769800000003 30.370944000000005 22.500000000000004 30.157841000000001 68.00500000000001 7833.0000000000009 24.500000000000004 55.775215600000003 59.990753350000013 6.0000000000000009 55.753967500000009 55.783232450000007 6.0000000000000009 56.818587550000011 55.834019500000004 3338.0000000000005 30.438492500000006 30.389265100000003 60.002985000000002 82.958608050000009 8.5000000000000018 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 11 6 -6 8 -8 10 -7 -5 -13 -11 -14 17 19 18 -3 -17 21 22 27 24 25 -23 -26 -4 -25 -24
right_child=1 2 20 4 5 9 7 -9 -10 13 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 23 29 28 26 -27 -28 -29 -30 -31
leaf_value=-50.379067755592047 247.55093139568686 24344.48042820736 4022.7766928034312 16885.461857021968 -1347.9166700757357 -112021.51142415365 66568.823354003282 -4734.6904794546272 266613.32818196615 -1705.893743200093 1191.2465854956527 -3527.3474762728824 -46497.630399296206 -10278.102014968586 -2501.4348557432677 -71030.891557247902 35885.40998718355 9364.0492596711611 105614.07456007281 2407.0608937416673 -1512.2897070624076 6192.2067579292461 -37304.317798171003 5715.688705698798 -3208.7762996512811 65532.619889494243 -70231.042127791705 -14845.513342914426 37258.043574926363 -5690.63942529429
leaf_weight=3147398 659711 3670 47037 547 2158 270 769 897 96 75654 673 1275 1450 11237 434 119 653 6025 103 7365 76875 6786 1070 1715 1827 570 368 3065 2529 11458
leaf_count=3147398 659711 3670 47037 547 2158 270 769 897 96 75654 673 1275 1450 11237 434 119 653 6025 103 7365 76875 6786 1070 1715 1827 570 368 3065 2529 11458
internal_value=0 171.159 1538.15 -138.806 -2808.87 -2227.33 17762.9 41168.7 88770.3 -3119.48 -31223.9 -17206.7 -23110 -2814.48 -36362.6 10557.5 4019.72 15987 26563.1 1239.35 482.949 2489.94 616.3 10996.3 4990.73 10790.4 -14445.3 2868.51 24511.8 -8390.72
internal_weight=0 926406 171235 755171 95460 91754 3920 1762 865 87834 943 3706 3159 86891 1884 17935 8137 9798 3773 7484 153300 76425 62630 13795 9551 7356 2195 50102 4244 12528
internal_count=4073804 926406 171235 755171 95460 91754 3920 1762 865 87834 943 3706 3159 86891 1884 17935 8137 9798 3773 7484 153300 76425 62630 13795 9551 7356 2195 50102 4244 12528
is_linear=0
shrinkage=0.1


Tree=1313
num_leaves=31
num_cat=0
split_feature=1 1 0 1 6 1 0 0 4 4 4 4 0 4 7 5 4 1 7 4 4 0 6 0 4 6 6 6 0 1
split_gain=3.48501e+12 6.49818e+13 8.73134e+13 7.21044e+13 1.08798e+14 7.13834e+13 1.32374e+14 1.37021e+14 1.16385e+14 1.09211e+14 9.94663e+13 8.5907e+13 6.53991e+13 5.64806e+13 6.28303e+13 5.8e+13 5.22072e+13 4.9666e+13 8.00641e+13 1.14427e+14 1.49346e+14 8.48735e+13 9.23996e+13 6.60528e+13 1.86475e+14 7.73385e+13 7.57484e+13 1.42657e+14 6.38879e+13 1.02018e+14
threshold=82.860505900000007 82.918694400000007 54.980317700000008 82.906746050000024 92.02500000000002 82.92647190000001 55.030407050000001 55.039488700000007 5.5000000000000009 24.500000000000004 10.500000000000002 21.500000000000004 54.947759400000002 9.5000000000000018 6.0000000000000009 1.5000000000000002 15.500000000000002 82.911604200000014 6.0000000000000009 23.500000000000004 18.500000000000004 55.055052800000006 60.005000000000003 54.988402950000008 7.5000000000000009 77.010000000000005 92.02500000000002 101.02000000000002 55.055052800000006 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -3 10 -9 13 -5 14 -10 -15 -12 23 21 20 -20 22 -19 24 26 -26 -4 -28 -25 -30
right_child=1 5 17 4 -6 -7 7 9 11 -11 16 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=-49.304687188729929 1259.979764844818 5486.0071941877668 7748.2614009500876 -2157.3563142016465 -114697.67927517361 15.434439696037428 55544.160911867679 -3877.8426221783006 -15984.02430435207 -90127.250508720928 80149.150292438018 27406.921350611097 -21371.001340680814 -13440.754735717355 36461.289818548386 -38156.901073044224 20714.156652307829 849.74792812273756 31442.833089209034 9627.4092718396114 122303.57276694181 -17781.423486911019 27254.209613260042 -221.45094997243442 33206.518177133192 92022.244383884259 -52641.316279048791 119732.20176504629 101544.24388470566 6616.097753593448
leaf_weight=3172333 15679 2432 5107 4841 99 791523 501 3931 2895 129 184 370 2794 1454 248 2736 751 3832 997 2169 221 1356 2026 36818 1159 277 433 54 114 16341
leaf_count=3172333 15679 2432 5107 4841 99 791523 501 3931 2895 129 184 370 2794 1454 248 2736 751 3832 997 2169 221 1356 2026 36818 1159 277 433 54 114 16341
internal_value=0 173.506 2657.23 -2637.6 -10539.1 -116.72 -6808.76 5687.99 -13585.5 687.4 3094.94 -19606.8 -9188.52 -21978.9 -11845.8 -29580 32410.5 4405.62 10718 23401.1 47929.1 4763.19 9981.78 3295.94 12406.6 44551.9 4154.85 -33528 2093.67 7273.76
internal_weight=0 901471 94317 23413 7734 807154 15631 5496 10135 4995 4866 7703 7635 7333 3143 4190 935 70904 10601 3387 1218 7214 5858 60303 7030 1436 5594 487 53273 16455
internal_count=4073804 901471 94317 23413 7734 807154 15631 5496 10135 4995 4866 7703 7635 7333 3143 4190 935 70904 10601 3387 1218 7214 5858 60303 7030 1436 5594 487 53273 16455
is_linear=0
shrinkage=0.1


Tree=1314
num_leaves=31
num_cat=0
split_feature=6 4 4 5 0 2 0 6 3 1 3 5 0 6 2 0 6 5 0 3 0 0 6 3 1 1 0 6 3 1
split_gain=3.42315e+12 1.76667e+13 5.03669e+13 5.68492e+13 4.02407e+13 3.87646e+13 5.33467e+13 8.59778e+13 5.28539e+13 5.58618e+13 5.32165e+13 4.70069e+13 5.408e+13 5.34799e+13 1.36128e+14 9.55345e+13 4.66785e+13 5.53297e+13 6.53783e+13 1.06299e+14 9.66637e+13 6.50501e+13 6.9348e+13 6.07446e+13 5.93473e+13 6.87182e+13 4.59358e+13 4.55734e+13 5.51501e+13 4.49541e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 6.5000000000000009 61.78914120000001 2892.5000000000005 44.046956350000009 108.05000000000001 4.5000000000000009 56.02161850000001 5.5000000000000009 4.5000000000000009 45.055912800000009 122.65000000000002 2828.5000000000005 55.568628050000008 104.01000000000001 2.5000000000000004 55.161746650000005 1.5000000000000002 55.018166200000003 55.030407050000001 120.05000000000001 8.5000000000000018 65.574968200000015 92.865667950000017 45.00849250000001 168.45000000000002 6.5000000000000009 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -4 26 10 11 12 -10 -14 15 -15 -7 29 19 -19 23 27 -23 -21 -20 -26 -8 28 -22 -18
right_child=1 4 3 -5 -6 16 8 -9 9 -11 -12 -13 13 14 -16 -17 17 18 24 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=15.076511990219046 -1249.0143840145129 -1762.9184291459676 -70620.27014648437 -123263.65932329964 91803.495514181384 -18756.339706925104 -53832.131001541245 91462.993333333347 -80496.919565217395 -38721.409864686379 18368.180538777957 -57920.561913299563 54773.326776760725 219177.48668478263 310054.9967529297 -36596.607619628907 -85169.845337134015 -44675.903603202853 3185.5398633559116 15137.906744574961 148513.52585812635 82185.433138369001 8144.5412533967392 -37240.4580923385 -42879.892225396456 35115.98702506745 4186.3204672420725 -49134.678281250002 42304.041831931092 -10847.393416848106
leaf_weight=3966508 32924 60193 40 34 46 920 147 180 23 139 1559 32 268 23 32 40 111 281 3131 3177 131 187 391 238 603 139 1904 20 78 305
leaf_count=3966508 32924 60193 40 34 46 920 147 180 23 139 1559 32 268 23 32 40 111 281 3131 3177 131 187 391 238 603 139 1904 20 78 305
internal_value=0 -557.347 894.475 5887.91 -1691.47 6199.36 14001.1 61993.3 11467.4 22555.3 26863.6 58548.7 68204.1 77626 142095 56781.2 2675.23 4917.84 6685.76 14879.3 18843.1 49969.6 32098.9 11487.5 -2840.57 -28268.8 28.0014 95075.5 108876 -30678.6
internal_weight=0 107296 47057 14133 60239 14099 4387 220 4167 2116 1977 418 386 363 95 63 9712 8792 8376 4503 4222 807 578 3415 3873 742 2051 229 209 416
internal_count=4073804 107296 47057 14133 60239 14099 4387 220 4167 2116 1977 418 386 363 95 63 9712 8792 8376 4503 4222 807 578 3415 3873 742 2051 229 209 416
is_linear=0
shrinkage=0.1


Tree=1315
num_leaves=31
num_cat=0
split_feature=6 6 5 1 0 3 5 1 0 4 3 4 0 3 4 5 4 6 0 4 1 0 2 3 4 1 6 1 4 3
split_gain=3.63071e+12 7.35613e+12 2.73199e+13 5.21178e+13 5.58025e+13 7.51901e+13 9.216e+13 4.12531e+13 3.92705e+13 4.13724e+13 8.79276e+13 6.33099e+13 3.97223e+13 4.40314e+13 1.22446e+14 8.72911e+13 5.78321e+13 4.59607e+13 4.34211e+13 7.8513e+13 7.60167e+13 9.73371e+13 4.18683e+13 4.18142e+13 4.28585e+13 4.13375e+13 5.59659e+13 4.06322e+13 8.49728e+13 3.44268e+13
threshold=247.90000000000001 142.05000000000004 3.5000000000000004 82.975438000000011 59.882709350000006 3.5000000000000004 2.5000000000000004 30.389265100000003 57.978821400000008 6.5000000000000009 5.5000000000000009 22.500000000000004 55.161746650000005 9.5000000000000018 13.500000000000002 2.5000000000000004 11.500000000000002 149.05000000000004 55.017684700000011 17.500000000000004 72.839788400000018 54.762682300000009 6082.0000000000009 20.500000000000004 15.500000000000002 60.605526900000008 149.05000000000004 49.111590500000005 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 -1 3 4 8 7 -7 -6 12 -10 -11 -12 18 14 16 -16 17 -14 20 -20 21 -3 -18 24 -15 -17 -27 28 -26 -4
right_child=-2 2 29 -5 5 6 -8 -9 9 10 11 -13 13 23 15 25 22 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=6.088778722933327 3370.7457408815426 -745.48521645718756 6199.7954078915163 -55480.491134494361 59206.349516858558 -258905.676945613 -57057.468680405902 -88878.98212500001 133311.20699404762 -170343.3476538086 162687.61695075757 -53439.256105638589 -51391.46946638087 -44337.279131610579 71054.191741071438 -158513.04548810207 22791.951345486115 -2444.7692849183695 65076.667105923698 -43030.458126698373 -90407.564619348414 206072.92472826087 203247.47687500002 -41512.11735160277 231596.9648910985 10821.901866319444 -152845.70451722757 29106.419918199525 -25721.150595238098 -4408.6300836197061
leaf_weight=4053505 3193 2147 5607 225 76 26 174 25 42 20 33 23 277 52 28 109 36 624 249 92 94 23 20 97 33 45 39 137 21 6732
leaf_count=4053505 3193 2147 5607 225 76 26 174 25 42 20 33 23 277 52 28 109 36 624 249 92 94 23 20 97 33 45 39 137 21 6732
internal_value=0 -2.64403 -2072 -8501.58 -6174.36 -47780.2 -83297.7 22551.6 -3221.43 53659.3 9641.07 73921.2 -4849.36 -17707.5 -26857.3 -93947.5 -11364.2 -17492.8 2643.42 35909.9 -2367.13 1446.6 87240.4 13993.9 36150.6 -117886 -65166.6 58063.5 131529 411.975
internal_weight=0 4.07061e+06 17106 4767 4542 301 200 101 4241 118 76 56 4123 1518 1178 221 957 901 2605 341 2264 2170 56 340 243 193 84 191 54 12339
internal_count=4073804 4070611 17106 4767 4542 301 200 101 4241 118 76 56 4123 1518 1178 221 957 901 2605 341 2264 2170 56 340 243 193 84 191 54 12339
is_linear=0
shrinkage=0.1


Tree=1316
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 0 4 0 7 6 6 4 1 0 0 6 6 4 0 7 0 6 4 6 6 1 4 0 1 1
split_gain=3.43811e+12 2.53518e+13 2.63617e+13 3.11655e+13 4.5066e+13 1.15625e+14 6.27107e+13 5.81389e+13 5.81399e+13 5.28405e+13 3.20569e+13 2.82592e+13 2.79888e+13 8.85255e+13 1.36104e+14 6.38264e+13 3.9777e+13 5.38057e+13 3.30973e+13 3.85422e+13 6.39401e+13 5.70404e+13 4.85984e+13 5.78361e+13 3.85647e+13 3.7878e+13 3.40337e+13 7.97461e+13 2.52986e+14 1.17398e+14
threshold=30.084656550000002 21.500000000000004 16.500000000000004 59.91832440000001 19.500000000000004 60.002985000000002 17.500000000000004 60.002985000000002 6.0000000000000009 41.990000000000002 55.805000000000007 19.500000000000004 28.601854300000003 59.764576050000009 59.838047850000002 74.015000000000015 54.990000000000002 8.5000000000000018 57.892117950000006 6.0000000000000009 54.707511300000007 118.04500000000002 7.5000000000000009 66.990000000000023 93.050000000000011 20.507515800000004 7.5000000000000009 54.707511300000007 20.507515800000004 20.507515800000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -6 7 10 -9 -8 -5 -4 18 15 16 -14 -15 -18 19 20 21 22 25 -24 -25 -1 27 28 -21 -29
right_child=-2 -3 3 4 5 -7 9 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 26 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-10438.749756767185 10.494252306013841 -18413.816188707056 6781.9606154668909 69932.555636671124 230488.54843750002 7694.5283331321953 40901.61234269166 50110.60545216687 -146499.36361607144 -21954.995613970077 177366.13415178572 -55387.240994766384 -15396.952662173671 18302.208659365457 -3971.7590174382417 -66813.190402785971 11858.387849989515 87775.10110117188 -24028.663867482464 -7684.6154613094541 7625.6458895660444 -149072.61282327588 10603.703389816395 -47856.886064168852 66191.223484848495 -53627.04581584988 -3602.4519474587469 11490.482840332032 82378.837225244148 -45815.385634554805
leaf_weight=511 4021329 805 252 82 36 66 203 53 21 392 42 103 2715 573 10245 265 149 250 538 829 12817 29 1383 292 33 337 17305 1125 500 524
leaf_count=511 4021329 805 252 82 36 66 203 53 21 392 42 103 2715 573 10245 265 149 250 538 829 12817 29 1383 292 33 337 17305 1125 500 524
internal_value=0 -804.208 -529.857 13815.6 23760.1 86327.7 15712.3 64460.7 -5684.12 -509.8 106321 -11255.9 -885.506 -4648.94 -578.838 -19969.2 35183 59425.3 589.511 960.663 4732.07 -9614.93 -8032.67 1683.27 -36276.6 -27602 -1903.17 7971.26 26199.3 -6719.51
internal_weight=0 52475 51670 1250 895 102 793 198 74 595 124 355 50420 14197 11217 2980 972 399 36223 35685 15402 2585 2556 1708 325 848 20283 2978 1329 1649
internal_count=4073804 52475 51670 1250 895 102 793 198 74 595 124 355 50420 14197 11217 2980 972 399 36223 35685 15402 2585 2556 1708 325 848 20283 2978 1329 1649
is_linear=0
shrinkage=0.1


Tree=1317
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 1 1 6 6 0 0 1 0 6 6 0 1 0 3 1 6 6 6 0 0 1 6 3 3 6
split_gain=3.293e+12 2.3736e+13 6.88737e+13 9.57887e+13 6.00468e+13 8.29081e+13 6.66936e+13 9.17602e+13 8.08475e+13 7.67219e+13 5.59195e+13 5.13693e+13 6.60904e+13 5.34689e+13 4.33742e+13 4.81031e+13 4.99869e+13 4.50729e+13 4.23559e+13 6.56097e+13 1.44829e+14 5.22161e+13 4.98778e+13 1.70484e+14 1.51004e+14 2.41263e+14 7.3619e+13 6.95015e+13 6.7175e+13 6.24427e+13
threshold=3.5000000000000004 4.5000000000000009 57.100506200000005 57.125462300000009 82.966990000000024 49.300375350000003 83.117716000000016 42.205000000000005 41.705000000000005 55.055052800000006 54.810424650000009 82.948524700000021 54.992080650000005 134.05000000000004 116.05000000000001 55.050541250000002 60.590708550000009 55.071632200000003 3.5000000000000004 49.095306150000006 87.395000000000024 101.02000000000002 104.01000000000001 56.309668500000008 45.029425500000009 37.331232350000008 47.005000000000003 2.5000000000000004 1.5000000000000002 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 8 -6 10 -9 13 -13 14 -7 -16 -17 -18 19 22 -21 -22 26 24 25 -24 -2 29 -25 -26
right_child=1 -3 3 -5 6 11 -8 9 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 21 -23 23 28 27 -27 -28 -29 -30 -31
leaf_value=362.43542144779042 -3557.4650228681285 22.825011011006225 51492.980727521113 2614.9870898712998 9095.1463278950123 -8061.4977289252483 -2579.2500109371176 -22333.538660939535 -28452.994158516332 -43720.548720927625 27648.045949059855 82406.627420654302 -35211.441348024848 50915.620168249596 -202510.09857954548 102023.02892578125 -2223.8749599358976 -158541.32935267859 -6064.1801569939553 13828.625024169516 273954.92764423077 100936.9740050118 331231.12826086959 -59538.800742187508 2764.1083427702565 722.37743683959081 4662.7632213427923 -78909.299612353629 144153.23219669118 -71288.821679147964
leaf_weight=236154 25861 3715317 408 23196 1725 18620 8158 240 859 174 3325 50 1073 153 22 20 39 35 17240 599 26 53 23 20 307 556 18826 459 85 181
leaf_count=236154 25861 3715317 408 23196 1725 18620 8158 240 859 174 3325 50 1073 153 22 20 39 35 17240 599 26 53 23 20 307 556 18826 459 85 181
internal_value=0 -22.3029 -1392.86 3459.85 -2553.04 -3575.49 3395.4 11104 -3386.99 21118.6 24283.2 -9195.83 -29974.7 -7960.48 -8441.26 -69400.3 -38247 -76157.8 -1824.54 -269.266 30613.3 157880 -721.324 -17898.1 -26378.8 13851.4 -94.3993 -50975.8 105355 -24702.2
internal_weight=0 3.83765e+06 122333 23604 98729 84248 14481 6323 2584 3739 3565 20012 1123 18889 18736 116 94 74 64236 46996 678 79 46318 1631 1526 579 44687 947 105 488
internal_count=4073804 3837650 122333 23604 98729 84248 14481 6323 2584 3739 3565 20012 1123 18889 18736 116 94 74 64236 46996 678 79 46318 1631 1526 579 44687 947 105 488
is_linear=0
shrinkage=0.1


Tree=1318
num_leaves=31
num_cat=0
split_feature=0 0 2 4 6 1 1 2 0 1 6 1 6 5 4 0 6 6 4 6 4 4 1 4 7 6 4 7 4 2
split_gain=3.5145e+12 3.54214e+13 1.04547e+14 1.36391e+14 1.57208e+14 1.40033e+14 1.12863e+14 7.30991e+13 5.4309e+13 6.04353e+13 5.28597e+13 4.69857e+13 1.34863e+14 9.87522e+13 9.36449e+13 8.0211e+13 6.6261e+13 6.31032e+13 6.18249e+13 4.73576e+13 4.28683e+13 6.64133e+13 4.05468e+13 3.94212e+13 3.82069e+13 5.3373e+13 5.52394e+13 3.78511e+13 6.21274e+13 5.71973e+13
threshold=54.762682300000009 54.604289300000012 2851.5000000000005 21.500000000000004 60.305000000000007 56.128886000000001 55.90712030000001 7884.5000000000009 54.707511300000007 54.62357655000001 92.02500000000002 55.957851400000003 85.020000000000024 2.5000000000000004 10.500000000000002 54.724612400000005 149.05000000000004 96.050000000000011 16.500000000000004 71.030000000000015 5.5000000000000009 11.500000000000002 55.90712030000001 4.5000000000000009 6.0000000000000009 80.030000000000015 9.5000000000000018 6.0000000000000009 31.500000000000004 9651.0000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -3 -5 12 13 19 -13 17 -17 -16 -19 -8 -14 -22 -11 -10 25 26 -15 -1 29 -29
right_child=-2 2 7 10 5 -7 11 -9 23 22 -12 14 20 24 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-243.50178590815372 -60.873801276046031 -2943.5388504136122 -25097.304966487965 -4122.2987463489771 2655.5854418647755 -72481.934166106163 52706.035810351525 -281.23877372511333 -22075.919710456983 37266.78346687361 -53850.194675304025 43953.564534781821 -28799.41785714286 15042.039899209105 6600.3033619606549 42803.610622522356 -99964.49802389706 -87419.202626144513 19713.967707936361 142123.83739297945 154909.29997029339 72184.433561090133 13808.727577805936 2571.2837425863509 28215.330726309901 110004.07416834678 -65880.387314120206 1058.6240689292345 -63460.358456503382 11569.205301171667
leaf_weight=965698 2849744 1557 1225 6524 1723 151 314 38252 692 1042 221 1574 28 162 988 741 34 157 82 73 143 302 2516 10425 433 31 176 183320 148 5328
leaf_count=965698 2849744 1557 1225 6524 1723 151 314 38252 692 1042 221 1574 28 162 988 741 34 157 82 73 143 302 2516 10425 433 31 176 183320 148 5328
internal_value=0 141.721 2333.16 6773.59 10392.6 22790.3 24857 -1051.3 4960.62 13488.1 -5751.63 32159.9 46052.5 28085.8 25703.1 11354.4 36540.2 -4553.52 -50662.2 69573 91216.4 98767.9 20678.7 1037.07 8066.37 -15577.3 -27095.1 9.67209 1304.67 1355.48
internal_weight=0 1.22406e+06 69566 30089 23344 7112 6961 39477 16232 5115 6745 5238 1662 1189 3576 2002 775 1227 239 387 473 445 3558 11117 802 369 338 1.15449e+06 188796 188648
internal_count=4073804 1224060 69566 30089 23344 7112 6961 39477 16232 5115 6745 5238 1662 1189 3576 2002 775 1227 239 387 473 445 3558 11117 802 369 338 1154494 188796 188648
is_linear=0
shrinkage=0.1


Tree=1319
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 0 2 0 1 1 4 6 0 0 0 2 1 1 0 0 0 1 0 0 6 1 0 1
split_gain=3.87802e+12 2.79306e+13 4.27758e+13 3.50225e+13 6.55903e+13 4.93616e+13 6.70642e+13 4.31733e+13 4.22146e+13 6.52414e+13 5.5039e+13 4.11777e+13 4.41498e+13 3.87934e+13 3.70942e+13 3.29154e+13 3.70752e+13 4.32766e+13 8.25855e+13 5.08047e+13 8.87042e+13 1.31407e+14 7.77241e+13 1.24748e+14 7.23329e+13 5.91014e+13 6.81882e+13 4.94197e+13 6.24359e+13 4.75547e+13
threshold=5.5000000000000009 55.145978450000008 52.07762420000001 45.126607350000008 43.56803845000001 45.71452080000001 49.230435000000007 54.188398350000007 4244.5000000000009 53.175387700000009 47.899251850000006 49.300375350000003 4.5000000000000009 105.00500000000001 54.188398350000007 61.78914120000001 61.686687400000004 7912.5000000000009 82.991167100000027 60.307188350000011 55.390026600000006 55.972700350000004 55.554045200000012 86.169282750000022 55.462387050000011 55.303261650000003 93.050000000000011 86.020047450000007 55.161746650000005 60.571186450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 8 -6 9 -7 -10 12 -8 -5 -12 16 17 19 -19 25 27 22 23 -22 -25 26 -3 28 -21 -23
right_child=-2 15 3 5 7 6 11 -9 10 -11 14 -13 -14 -15 -16 -17 -18 18 -20 20 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=471.63013815492008 -61.008244788652512 -7875.6601470507103 -2828.0504308958366 7781.1416096154317 -25420.072322435262 -2583.5532431484257 84200.922925743696 -889.04482457687936 -25245.354193272469 -36462.375458179769 -73448.201603618421 -945.91036381623621 12883.889350585938 137913.71328125001 28757.542164212049 -3509.8424387182745 8132.1435732947957 -16151.10682983591 2168.5725201331666 19062.418307735217 -11943.520201754924 7840.7841224755466 -28077.398682442374 87934.052161520638 7851.199631945552 436.66519871447349 -105040.03368806186 16348.330116365953 3311.0649682626895 1218.0633741269305
leaf_weight=305074 2928705 6814 26620 5722 2284 968 104 1046 427 1377 38 227878 525 23 542 18410 6790 4363 5644 2936 2696 12490 2261 209 245 404387 73 5354 17613 82186
leaf_count=305074 2928705 6814 26620 5722 2284 968 104 1046 427 1377 38 227878 525 23 542 18410 6790 4363 5644 2936 2696 12490 2261 209 245 404387 73 5354 17613 82186
internal_value=0 156.035 -337.775 -1260.69 -4483.21 -854.486 -1081.37 -17714.5 -15123.4 -22477.4 2001.78 -875.383 24675.6 8302.12 22061.3 649.98 788.2 697.083 -5818.71 818.445 2575.38 1225.52 -13931.1 -3777.13 44717.5 280.225 -8905.57 7791.14 5561.59 2091.76
internal_weight=0 1.1451e+06 572628 267554 29950 237604 231859 3330 3352 2345 1007 228507 629 5745 580 572471 554061 547271 10007 537264 125990 100087 5411 3150 454 411274 6887 25903 20549 94676
internal_count=4073804 1145099 572628 267554 29950 237604 231859 3330 3352 2345 1007 228507 629 5745 580 572471 554061 547271 10007 537264 125990 100087 5411 3150 454 411274 6887 25903 20549 94676
is_linear=0
shrinkage=0.1


Tree=1320
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 6 4 0 0 7 1 6 0 0 4 7 0 4 4 4 4 0 0 6 0 0 6 6 0 6
split_gain=3.71036e+12 2.39286e+13 7.76488e+13 1.33643e+14 9.32787e+13 1.69577e+14 1.34818e+14 9.17018e+13 1.16517e+14 7.95296e+13 1.35303e+14 7.93263e+13 7.67562e+13 1.39692e+14 7.84638e+13 7.6111e+13 7.35367e+13 7.26414e+13 6.84527e+13 6.7663e+13 9.69334e+13 7.75003e+13 1.13298e+14 6.33451e+13 5.86398e+13 5.71787e+13 5.64322e+13 5.5644e+13 6.0793e+13 5.83638e+13
threshold=451.00000000000006 37.131181300000009 55.554045200000012 55.749683450000006 8.5000000000000018 99.050000000000011 17.500000000000004 55.850146250000009 55.858844800000007 6.0000000000000009 36.865631950000008 96.050000000000011 55.696737300000009 55.649510000000014 9.5000000000000018 6.0000000000000009 55.806294650000005 13.500000000000002 5.5000000000000009 10.500000000000002 23.500000000000004 56.041614100000011 56.006509350000009 79.710000000000022 55.93962770000001 55.897267000000006 71.715000000000018 57.995000000000012 55.660117850000006 80.030000000000015
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 18 4 27 6 12 9 11 10 -5 -9 13 17 -15 -14 -12 -6 26 23 21 22 -21 -10 -22 -25 -1 -4 29 -29
right_child=-2 -3 3 7 5 -7 -8 8 19 -11 16 -13 15 14 -16 -17 -18 -19 -20 20 24 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=1818.0200229319571 -42.617528445707599 350.57976376280664 -9987.9865179816115 -30249.586993742229 -35064.110352922718 -133471.13953929229 20585.379507599755 -33610.144756534966 -2473.2142136010061 -312.60605589868925 121386.29414538872 -183946.40424408787 -31873.782712136239 186632.84491279069 34169.423369389428 -84368.420279448896 45201.147045920356 7334.6758580955902 18750.723506319318 33074.933498999773 -122595.44931087855 2799.4264545975334 252198.33151041667 -160604.84523026319 -13012.664557422187 -31187.781651378813 -45701.091649469337 6548.1139053040233 39768.389442354091 -84238.315152994794
leaf_weight=4390 3396489 643209 3242 201 1225 136 696 683 10761 834 164 37 2101 43 157 318 557 603 2869 1403 53 1270 24 38 621 336 265 451 544 84
leaf_count=4390 3396489 643209 3242 201 1225 136 696 683 10761 834 164 37 2101 43 157 318 557 603 2869 1403 53 1270 24 38 621 336 265 451 544 84
internal_value=0 213.711 -2367.5 -4906.04 -14336.6 -23254.7 -20340.2 425.107 -2070.43 22063.5 42303.9 -41335.8 -26745.4 -12396.9 66949.1 -38774.7 62530.4 -21078.1 6601.03 -121.508 12291.2 20768.3 36760.3 -3879.33 -21629.7 -44337.1 -887.15 -3441.3 16229.1 -7706.2
internal_weight=0 677315 34106 26582 9600 5279 5143 16982 15226 1756 922 720 4447 2028 200 2419 721 1828 7524 14506 3371 2697 1427 11135 674 374 4655 4321 1079 535
internal_count=4073804 677315 34106 26582 9600 5279 5143 16982 15226 1756 922 720 4447 2028 200 2419 721 1828 7524 14506 3371 2697 1427 11135 674 374 4655 4321 1079 535
is_linear=0
shrinkage=0.1


Tree=1321
num_leaves=31
num_cat=0
split_feature=0 0 6 4 4 4 4 7 0 0 2 4 0 0 1 1 0 0 1 0 6 6 1 0 4 3 6 4 6 6
split_gain=3.67909e+12 1.01482e+14 6.75606e+13 3.80741e+13 3.07992e+13 2.97554e+13 5.68027e+13 5.47592e+13 2.26319e+14 1.63444e+14 1.63236e+14 1.05428e+14 1.33128e+14 1.0461e+14 1.88859e+14 9.82454e+13 2.33442e+14 2.88509e+14 3.45066e+14 1.90366e+14 2.39094e+14 2.2283e+14 1.81014e+14 1.61124e+14 1.5436e+14 1.52734e+14 1.61831e+14 1.40611e+14 1.31962e+14 1.18864e+14
threshold=55.214863500000007 55.303261650000003 59.815000000000005 16.500000000000004 24.500000000000004 5.5000000000000009 9.5000000000000018 6.0000000000000009 59.982409200000006 55.539595350000006 4395.5000000000009 8.5000000000000018 59.990753350000013 60.002985000000002 30.323041000000003 30.323041000000003 59.933037250000005 59.939085000000013 30.362494150000003 59.882709350000006 67.91500000000002 67.00500000000001 30.242318500000007 59.838047850000002 6.5000000000000009 5.5000000000000009 37.505000000000003 7.5000000000000009 58.045000000000009 57.410000000000004
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 -2 -4 -3 7 -7 9 -9 11 13 -13 14 -10 19 -17 18 -18 23 21 22 -21 -11 -24 -26 -27 -25 29 -28
right_child=1 5 4 -5 -6 6 -8 8 10 15 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 24 27 25 26 28 -29 -30 -31
leaf_value=93.29499274827181 -4831.9175018817232 599.73744237147105 -19151.059008024698 35411.332981974287 86060.616113281256 -803.80000289167344 107.35469909773548 -28670.993998815273 -38039.131843307783 6984.0064279226181 -4560.6387683856065 60860.160941626324 -46355.085782968323 -55769.274430988742 -220513.91473168545 -2286.1150753894749 -382634.72924528306 -29162.486349473722 -57514.83978630515 -110369.40383246122 41941.390789398924 -266037.37379032257 101266.64080037677 -122933.1483920785 -14163.232433808642 -93161.623589350114 57569.238110954284 -25856.693867618706 -30242.015570746527 275216.22920673079
leaf_weight=2074475 11504 541316 4414 240 28 323542 1059370 2328 106 1901 1236 142 628 582 122 43588 53 1123 85 134 2520 31 169 172 1853 91 719 1126 180 26
leaf_count=2074475 11504 541316 4414 240 28 323542 1059370 2328 106 1901 1236 142 628 582 122 43588 53 1123 85 134 2520 31 169 172 1853 91 719 1126 180 26
internal_value=0 -96.8015 -7982.87 -4009.51 -18487.9 -32.4371 -269.779 -1314.4 -4118.48 -2729.85 -31782.1 -53076.8 -26582.9 -78262.4 -135679 -1606.73 -3513.23 -45930.1 -182380 7976.84 18897.8 767.895 3375.39 -11560.7 8392.44 2921.63 34081.3 -38720.4 46599.3 65165
internal_weight=0 1.99933e+06 16186 11744 4442 1.98314e+06 1.44183e+06 382457 58915 56099 2816 1580 770 810 228 53771 44849 1261 138 8922 5723 3203 3172 3199 3038 2869 1016 1298 925 745
internal_count=4073804 1999329 16186 11744 4442 1983143 1441827 382457 58915 56099 2816 1580 770 810 228 53771 44849 1261 138 8922 5723 3203 3172 3199 3038 2869 1016 1298 925 745
is_linear=0
shrinkage=0.1


Tree=1322
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 1 1 7 1 1 0 0 1 0 0 7 0 1 7 1 1 0 7 0 0 1 6 4 7
split_gain=3.64639e+12 3.33185e+13 8.94208e+13 1.7754e+14 3.25434e+14 1.70202e+14 1.63435e+14 1.43161e+14 1.3832e+14 2.64324e+14 1.84074e+14 1.22547e+14 1.91635e+14 2.40521e+14 1.15337e+15 2.53448e+14 1.93174e+14 1.8868e+14 1.11453e+14 1.54284e+14 1.13678e+14 1.09143e+14 2.21477e+14 1.60204e+14 2.38379e+14 1.00793e+14 3.39735e+14 4.06977e+14 3.08824e+14 7.72852e+14
threshold=10.500000000000002 14.500000000000002 37.755233900000007 37.600779750000008 55.685785750000008 55.667390500000003 37.631035900000008 37.46219940000001 6.0000000000000009 37.702956500000006 37.649344350000007 55.897267000000006 55.79439725000001 37.586700500000006 55.728148450000006 55.775215600000003 6.0000000000000009 55.866549750000011 37.780517050000007 6.0000000000000009 37.768783500000005 37.586700500000006 55.801384500000005 6.0000000000000009 55.806294650000005 55.702806750000008 37.543519500000009 69.605000000000004 12.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 10 -10 12 13 25 16 -16 -15 21 19 -4 -21 23 -23 -14 -25 -9 28 -28 29 -27
right_child=1 -3 18 4 8 6 -8 11 9 -11 -12 -13 17 14 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=73.211890597106489 974.97343834604317 114.45330353482717 -6904.6457683756498 -2235.1585967786805 9268.6272434193488 -121099.06465180496 -23229.266464503089 -3660.662517459014 31661.079096897447 -3019.4203962599427 81317.961100190601 15660.425936460473 -30846.526655555419 -13531.83788015282 502658.94103773584 203711.79243724386 120909.00613659274 -786.82197949218755 -2176.2153358022065 -5641.5725343232998 -76442.248750473227 -169882.40793552154 -44966.75143296535 149062.60378477516 -80041.526148817269 -57006.117505332157 74433.323779971921 -238377.3053753397 -5117.8478277338245 -353018.6298560049
leaf_weight=2547999 93791 1214233 2566 6612 7974 232 645 10024 3526 1821 947 1959 1842 774 53 61 124 2075 171421 340 681 154 1812 123 72 652 434 46 709 102
leaf_count=2547999 93791 1214233 2566 6612 7974 232 645 10024 3526 1821 947 1959 1842 774 53 61 124 2075 171421 340 681 154 1812 123 72 652 434 46 709 102
internal_value=0 -122.259 -1044.76 873.033 9155.58 -7725.56 -49119.6 -696.588 18016.2 29098.6 42174.2 -8156.5 -10604.8 -3742.49 43069.6 342696 5032.38 -25258.6 -2541.26 -19986.8 -52865.1 -37943.9 -54751.6 -21721.9 64470.3 -7701.2 -28546.4 44455.6 -52497.9 -97050.3
internal_weight=0 1.5258e+06 311572 136564 21757 7489 877 114807 14268 6294 4473 21016 19057 12979 1012 114 898 6078 175008 3587 1021 4003 1966 2037 195 11967 1943 480 1463 754
internal_count=4073804 1525805 311572 136564 21757 7489 877 114807 14268 6294 4473 21016 19057 12979 1012 114 898 6078 175008 3587 1021 4003 1966 2037 195 11967 1943 480 1463 754
is_linear=0
shrinkage=0.1


Tree=1323
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 3 4 1 7 4 4 1 4 7 7 4 4 1 2 1 1 7 4 4 1 0 4 7 1
split_gain=3.66865e+12 7.29876e+13 7.66319e+13 1.11444e+15 7.24953e+14 6.97647e+14 3.7312e+14 2.44856e+14 2.21381e+14 4.7124e+14 1.99634e+14 1.64151e+14 1.51345e+14 1.61534e+14 1.8776e+14 1.32167e+14 1.23399e+14 5.94615e+14 1.19831e+14 5.72378e+14 1.13306e+14 1.2432e+14 3.25391e+14 6.95611e+14 5.31602e+14 3.2479e+14 7.00364e+14 2.0096e+14 1.88694e+14 3.64302e+14
threshold=55.753967500000009 55.737027400000009 37.600779750000008 37.618684050000006 37.563506350000004 62.995000000000012 9.5000000000000018 6.5000000000000009 37.631035900000008 6.0000000000000009 21.500000000000004 18.500000000000004 37.702956500000006 26.500000000000004 6.0000000000000009 6.0000000000000009 24.500000000000004 25.500000000000004 37.897576350000001 75.000000000000014 37.374856000000008 37.503969450000007 6.0000000000000009 13.500000000000002 11.500000000000002 37.517483500000004 55.749683450000006 5.5000000000000009 6.0000000000000009 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 10 -7 9 11 -6 -5 13 14 -10 18 -11 -18 19 -14 -3 28 27 24 -24 -25 -27 -23 -22 -30
right_child=-2 2 3 8 5 7 -8 -9 12 16 -12 -13 15 -15 -16 -17 17 -19 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-5.2677743769235583 -120.85849828698488 -10818.95095635195 -353465.02256747161 -80177.795648464176 171662.09541341147 16788.450578703705 448700.03203125001 -409092.38240740745 20466.32284349011 5524.0261313348528 -134036.68369565217 -246528.54333570079 1870.7550000511046 -15297.226314257814 86686.734624035584 -10016.437588352541 -168082.44145624535 11695.077760596199 3721.5113988538601 91708.588145438451 2081.6686739899392 -44528.50265539618 96778.32118130388 7996.7658575709083 -401358.83658536588 -359438.33500000002 15000.45151514039 74367.431861999605 37848.947249815792 223294.06871744792
leaf_weight=2465905 1553707 2753 88 586 300 27 48 27 1240 2822 23 66 3153 625 654 6101 251 689 28276 915 1548 183 29 1245 82 80 133 637 1497 114
leaf_count=2465905 1553707 2753 88 586 300 27 48 27 1240 2822 23 66 3153 625 654 6101 251 689 28276 915 1548 183 29 1245 82 80 133 637 1497 114
internal_value=0 74.5125 3704.76 2057.35 12288.4 139673 188554 -196152 2746.81 -18531.3 149894 -97017 5039.59 28785.5 43332.3 3483.7 -4928.76 -36309.3 6030.22 22077.6 5766.5 13996.4 -3217.06 -29897.3 -271215 -11525.4 -125634 47833.3 27014.2 50971.7
internal_weight=0 2.5201e+06 54192 45466 8726 425 371 54 45378 4414 323 652 40964 2519 1894 38445 3762 940 32344 4068 8301 5548 2389 1569 111 1458 213 820 3159 1611
internal_count=4073804 2520097 54192 45466 8726 425 371 54 45378 4414 323 652 40964 2519 1894 38445 3762 940 32344 4068 8301 5548 2389 1569 111 1458 213 820 3159 1611
is_linear=0
shrinkage=0.1


Tree=1324
num_leaves=31
num_cat=0
split_feature=2 5 4 4 7 0 0 6 1 0 1 0 1 4 3 5 7 0 5 6 4 6 3 0 1 0 6 6 6 5
split_gain=3.60744e+12 2.04558e+13 1.98869e+13 8.03345e+13 6.97792e+13 5.266e+13 7.27783e+13 6.69226e+13 5.30553e+13 1.21924e+14 9.18987e+13 8.3517e+13 7.987e+13 8.93886e+13 1.0295e+14 1.66203e+14 6.62094e+13 6.45303e+13 9.23701e+13 6.26322e+13 1.84877e+14 1.74655e+14 1.86413e+14 1.33442e+14 9.46826e+13 6.20135e+13 6.13092e+13 5.97706e+13 5.8656e+13 9.87882e+13
threshold=36.000000000000007 6.5000000000000009 5.5000000000000009 8.5000000000000018 6.0000000000000009 55.520061350000013 55.539595350000006 63.855000000000011 37.600779750000008 55.710673100000008 37.631035900000008 55.667390500000003 37.586700500000006 7.5000000000000009 2.5000000000000004 1.5000000000000002 6.0000000000000009 55.749683450000006 1.5000000000000002 42.005000000000003 7.5000000000000009 34.605000000000011 2.5000000000000004 55.783232450000007 37.543519500000009 55.858844800000007 45.995000000000012 57.995000000000012 32.005000000000003 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 4 5 -1 7 -7 -4 12 10 11 -10 17 14 -14 -16 -12 18 -8 20 21 -19 -23 -24 -21 28 -13 -15 -11 -30
right_child=-2 -3 3 -5 -6 6 8 -9 9 25 16 26 13 27 15 -17 -18 19 -20 24 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-2219.7260428231598 26.071158222487568 82230.870611979175 -2247.2132945667613 -444.51569694113118 -34287.896460117663 -44323.117845444736 -7447.2882003075974 171192.56069444446 -24227.488731018926 -32836.084145955094 -23643.564949705105 -50043.42091974432 127945.72432650864 185558.40570913465 -257534.26051682691 32625.441699218751 68159.354148815532 -44049.017663871957 34525.350044222221 12436.365037291642 -17319.202921825345 -69129.177343750009 361286.14021226414 72848.781012228268 -37448.644842484086 -62125.925914572021 -184929.13175736353 37592.211160714287 53571.739902358458 7744.8451283398163
leaf_weight=21181 3783399 30 44 258921 701 257 711 45 142 262 506 55 58 78 26 82 93 41 1997 872 236 20 53 23 675 115 87 42 581 2471
leaf_count=21181 3783399 30 44 258921 701 257 711 45 142 262 506 55 58 78 26 82 93 41 1997 872 236 20 53 23 675 115 87 42 581 2471
internal_value=0 -339.655 -348.186 -111.931 -3247.04 8884.43 8165.87 85447.1 9628.01 1532.65 -31604 -78456.1 16731.6 68016.3 20483.4 -37227.8 -9390.36 13562.3 23505.2 -461.231 36321.1 128723 202511 273996 -9329.88 10065.7 -132685 133770 12570.8 16468.8
internal_weight=0 290405 290375 268493 21882 9572 9483 89 9226 4312 883 284 4914 286 166 108 599 4628 2708 1920 373 137 96 76 1547 3429 142 120 3314 3052
internal_count=4073804 290405 290375 268493 21882 9572 9483 89 9226 4312 883 284 4914 286 166 108 599 4628 2708 1920 373 137 96 76 1547 3429 142 120 3314 3052
is_linear=0
shrinkage=0.1


Tree=1325
num_leaves=31
num_cat=0
split_feature=1 1 7 0 0 4 0 1 0 3 0 4 2 1 6 0 0 4 4 1 6 4 0 3 0 6 0 0 0 0
split_gain=3.47529e+12 2.58381e+13 1.36182e+14 2.23233e+14 1.45077e+14 2.28902e+14 6.31593e+14 3.82865e+14 2.50297e+14 1.8486e+14 2.42262e+14 1.81283e+14 1.42089e+14 1.36591e+14 1.281e+14 1.27981e+14 1.25851e+14 1.19436e+14 1.70404e+14 1.71613e+14 1.42704e+14 2.40603e+14 1.60667e+14 1.35858e+14 1.22993e+14 1.14586e+14 1.12778e+14 1.11754e+14 1.70129e+14 1.74646e+14
threshold=37.649344350000007 37.71815560000001 6.0000000000000009 55.866549750000011 55.858844800000007 21.500000000000004 55.622114900000007 37.702956500000006 55.60524465000001 5.5000000000000009 55.93962770000001 21.500000000000004 75.000000000000014 37.682335600000009 69.015000000000015 55.81943720000001 55.883833400000007 17.500000000000004 20.500000000000004 37.682335600000009 54.010000000000012 13.500000000000002 55.834019500000004 9.5000000000000018 55.721784200000009 84.00500000000001 55.710673100000008 55.728148450000006 55.633951400000008 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 17 -4 16 11 -11 -5 25 -13 27 -6 20 26 23 22 24 -8 -20 -22 -14 -19 28 29 -2
right_child=1 -3 4 12 9 -7 7 -9 -10 10 -12 14 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=178.16749376161215 -12911.273040955557 -12.933679614544666 -1650.6971837058275 25377.533203919349 -72277.769954723015 -3088.7624525865476 33222.50119957095 -6607.9984328424543 -135024.90990380527 -26929.634215385893 91729.022621299344 -4535.7980289952284 -33368.94692009929 5697.0994306708999 41735.187969698498 -34108.437030932932 -17039.528419960869 2014.0347983247791 76933.024041193174 33470.334758890087 177496.87301393074 182115.61399405598 126850.47263388598 389192.52277960529 41147.076651019699 -192199.48629623724 82446.998726256134 2430.9621245052035 -29522.690673930134 22571.116044904949
leaf_weight=862901 6984 3162899 3286 3012 605 6888 610 802 147 1872 285 1470 622 2571 1009 2283 1296 551 22 58 83 346 262 38 326 49 255 5874 4667 1731
leaf_count=862901 6984 3162899 3286 3012 605 6888 610 802 147 1872 285 1470 622 2571 1009 2283 1296 551 22 58 83 346 262 38 326 49 255 5874 4667 1731
internal_value=0 -47.8809 -2350.49 -6892.49 3895.41 9753.38 22788.6 53658.2 -7361.74 -8358.21 2410.2 -3440.38 9739.54 -4789.02 14297.4 -11721.7 -34619.3 72605.1 43892.7 156128 88911.3 120739 61353.8 274697 68817.1 -44967.6 27461.2 -9067.55 -14114.8 -5863.65
internal_weight=0 3.2109e+06 48004 27793 20211 13674 6786 3353 3433 6537 4636 4351 6254 3242 2479 21539 1901 2551 924 118 1627 755 872 60 409 671 806 19256 13382 8715
internal_count=4073804 3210903 48004 27793 20211 13674 6786 3353 3433 6537 4636 4351 6254 3242 2479 21539 1901 2551 924 118 1627 755 872 60 409 671 806 19256 13382 8715
is_linear=0
shrinkage=0.1


Tree=1326
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 6 1 4 6 4 4 4 1 1 5 0 0 0 4 7 0 1 1 6 1 5 4 6 4 5
split_gain=3.52132e+12 1.69834e+13 3.67313e+13 3.31855e+13 4.70026e+13 4.12569e+13 3.67042e+13 4.5844e+13 5.10165e+13 4.2175e+13 3.47678e+13 3.24221e+13 3.19314e+13 4.4329e+13 4.34448e+13 3.53878e+13 4.41994e+13 3.15949e+13 3.11357e+13 4.96962e+13 4.4026e+13 4.12852e+13 3.71097e+13 4.04542e+13 3.6265e+13 1.02868e+14 7.86636e+13 6.73631e+13 8.86095e+13 1.06581e+14
threshold=42.005000000000003 63.728898350000001 60.770858000000011 82.911604200000014 3.5000000000000004 31.005000000000006 82.860505900000007 18.500000000000004 40.905000000000008 21.500000000000004 20.500000000000004 10.500000000000002 60.516422150000004 50.213874250000011 4.5000000000000009 56.685611200000004 56.791379400000004 56.782540950000005 6.5000000000000009 6.0000000000000009 43.687280500000007 49.095306150000006 39.718675700000013 35.305000000000007 38.247071200000008 1.5000000000000002 12.500000000000002 41.005000000000003 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 4 5 -3 -7 -8 10 -10 -9 -4 13 18 -15 -14 17 -17 19 -1 22 -22 23 -21 25 26 -20 28 29 -26
right_child=-2 3 11 -5 -6 6 7 8 9 -11 -12 -13 15 14 -16 16 -18 -19 24 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-334.55034236799139 -67.172899845559186 -770.55281885469924 -2009.3322487412952 196.03299165378382 -108679.71546823601 2306.4643339960317 10340.863067626582 23014.531998959497 -26200.009067978059 19560.898595598352 -2539.7506829084687 -11019.447912106476 -27100.370764458276 -2008.3434978413793 112748.49412878789 5823.0191475698239 1300.5912109777657 19403.883647954633 -2923.0657880753547 47580.86024702905 -2315.3710387031001 -17770.674502245747 -25849.341872578534 -60323.108220108697 3711.364176584912 7411.0063730926286 544.05736828165095 6557.8476317319546 -829.65769423274003 -11429.808972610925
leaf_weight=262143 2676587 25435 37625 265538 38 37320 14371 840 1091 247 1454 4468 389 107797 33 6508 28470 2325 95329 142 14795 1957 1561 46 105175 17178 208704 23655 127719 4864
leaf_count=262143 2676587 25435 37625 265538 38 37320 14371 840 1091 247 1454 4468 389 107797 33 6508 28470 2325 95329 142 14795 1957 1561 46 105175 17178 208704 23655 127719 4864
internal_value=0 128.68 -71.4673 735.989 2510.57 2562.89 4095.45 7803.99 -2233.83 -17752.4 6817.53 -2965.72 49.2989 -61.5425 -1973.22 2905.02 3217.92 9397.74 177.244 -688.069 -5697.12 -4120.89 -20794.3 21178.8 594.056 -117.679 -543.053 1468.6 962.26 3042.09
internal_weight=0 1.39722e+06 1.05088e+06 346334 80796 80758 55323 18003 3632 1338 2294 42093 1.00879e+06 971098 107830 37692 37303 8833 863268 280644 18501 16752 1749 188 582624 321211 304033 261413 237758 110039
internal_count=4073804 1397217 1050883 346334 80796 80758 55323 18003 3632 1338 2294 42093 1008790 971098 107830 37692 37303 8833 863268 280644 18501 16752 1749 188 582624 321211 304033 261413 237758 110039
is_linear=0
shrinkage=0.1


Tree=1327
num_leaves=31
num_cat=0
split_feature=4 4 6 1 1 1 6 0 4 6 3 6 7 6 6 6 6 1 1 5 0 0 0 5 6 6 1 3 6 1
split_gain=3.46179e+12 2.60519e+13 8.08981e+13 1.0841e+14 2.10914e+14 1.4975e+14 1.43949e+14 8.03813e+13 2.28989e+14 1.51366e+14 1.26761e+14 1.44537e+14 1.05473e+14 9.66087e+13 1.19735e+14 1.23798e+14 1.07353e+14 9.84581e+13 9.52601e+13 8.43434e+13 7.96147e+13 8.81341e+13 7.59294e+13 7.47818e+13 7.2312e+13 1.01895e+14 9.95187e+13 7.15318e+13 9.39772e+13 5.688e+13
threshold=10.500000000000002 14.500000000000002 91.02500000000002 39.873894000000007 39.939672500000007 40.024897700000004 31.005000000000006 43.6005307 13.500000000000002 57.995000000000012 6.5000000000000009 75.605000000000004 6.0000000000000009 46.805000000000007 47.005000000000003 48.025000000000013 35.010000000000012 39.723160900000003 39.843340650000009 1.5000000000000002 55.783232450000007 55.759969450000007 57.60122925000001 3.5000000000000004 80.030000000000015 44.820000000000007 39.723160900000003 3.5000000000000004 40.905000000000008 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 12 13 -11 -12 24 16 -15 -16 -10 19 -9 -18 21 -4 -20 -7 25 26 -2 -28 -29 -27
right_child=1 -3 20 4 5 23 -8 18 9 10 11 -13 -14 14 15 -17 17 -19 22 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=71.334550844919903 -39704.366834699606 90.189826574474296 688.28056057214951 -30452.473308837474 289954.08742559527 -3414.6246349765638 26028.299637831409 -324.27284814984006 -40425.363694852946 35689.685973011365 256038.5 -20742.099592391307 54954.968250933081 -159640.00766289895 187212.72350556345 -80933.917447916669 104558.65963245739 8359.1906255812883 10081.352103470481 310950.64691840281 11794.12466741063 -79063.236155831488 78342.83172761141 -30543.876323173248 78838.39817906823 82507.640097128387 -38839.280470742982 63321.941346261163 255748.22615927423 -44497.735192269683
leaf_weight=2547999 142 1214233 13556 2935 21 95397 1297 185031 51 66 105 23 292 47 33 36 44 42 411 36 9480 140 270 1027 82 37 49 140 31 751
leaf_count=2547999 142 1214233 13556 2935 21 95397 1297 185031 51 66 105 23 292 47 33 36 44 42 411 36 9480 140 270 1027 82 37 49 140 31 751
internal_value=0 -119.124 -934.846 -1391.63 -4039.09 -3245.95 30233.5 28.2453 19933.6 79933.8 148260 206304 917.785 34067.5 -36540.4 47310.1 81411.5 132343 -186.873 197435 4749.3 -126.936 37145.4 -3703.57 -11889.7 -18359 25558.3 67682.5 98206.2 -38534.3
internal_weight=0 1.5258e+06 311572 288396 100677 97742 1318 187719 2007 483 194 128 1524 289 116 69 173 122 185712 80 23176 13696 681 96424 1232 1150 362 220 171 788
internal_count=4073804 1525805 311572 288396 100677 97742 1318 187719 2007 483 194 128 1524 289 116 69 173 122 185712 80 23176 13696 681 96424 1232 1150 362 220 171 788
is_linear=0
shrinkage=0.1


Tree=1328
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 1 4 0 1 6 4 1 1 4 4 6 1 6 0 1 1 6 1 4 6 0 1 4 1 1
split_gain=3.55531e+12 2.38769e+13 8.05437e+13 5.67352e+13 5.54645e+13 9.42833e+13 5.54006e+13 6.3113e+13 4.81638e+13 1.29125e+14 6.80755e+13 4.23647e+13 4.2458e+13 5.20205e+13 5.70418e+13 6.75993e+13 5.4765e+13 4.2021e+13 4.83907e+13 1.22677e+14 1.45874e+14 4.0854e+13 4.05296e+13 4.0147e+13 6.58509e+13 3.98264e+13 1.03682e+14 8.8182e+13 9.44526e+13 8.2286e+13
threshold=18.500000000000004 59.898927250000007 59.825842200000004 60.002985000000002 30.509101000000005 30.330566300000005 25.500000000000004 59.864072000000007 30.303340300000002 90.045000000000016 23.500000000000004 30.438492500000006 30.315889700000003 21.500000000000004 23.500000000000004 58.045000000000009 30.205407000000005 51.015000000000008 59.838047850000002 30.362494150000003 30.370944000000005 56.805000000000007 37.331232350000008 22.500000000000004 80.030000000000015 60.028671700000011 30.438492500000006 24.500000000000004 30.226173900000003 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 8 17 -8 -4 10 -10 12 13 -3 23 21 -17 -7 19 -19 -21 -16 -2 -15 -25 26 27 28 -5 -29
right_child=1 3 4 25 -6 6 7 -9 9 -11 -12 -13 -14 14 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=16.090555226205822 -8262.0486425610015 -36288.206906738284 3434.2808963121688 -77619.48645833334 -11729.192233602216 20971.322762046941 28426.06133411159 -43931.837805175783 -24968.273185601636 139448.13907470703 -145649.90170368977 -762.77306730445298 -26695.761051182097 -8160.9062422495044 4799.2802985493263 95417.896651785719 -49109.475831144759 -42452.681517857149 39760.273127821827 279195.51503125002 -34871.975930059525 137221.88554687501 -93.254685102296591 37385.439992312167 178684.54070312501 -2445.2860378086812 -24865.414947990721 -11205.71500969812 59478.361371153107 84586.277719350968
leaf_weight=3956431 6523 465 1540 54 871 1525 261 224 107 32 83 2519 2224 126 796 28 412 35 1014 50 21 24 88188 188 40 8011 533 651 724 104
leaf_count=3956431 6523 465 1540 54 871 1525 261 224 107 32 83 2519 2224 126 796 28 412 35 1014 50 21 24 88188 188 40 8011 533 651 724 104
internal_value=0 -542.383 42.5528 -4020.16 11520.5 15660 26076.1 -4992.84 -2843.03 -46388.3 -77687.1 -11062.3 -17091.7 -6817.84 1672.69 -8291.94 -39912.3 31773.1 46480.8 110770 186302 8675.06 -655.861 37140 62174.8 747.294 13126.7 26335.9 49962.6 1989.47
internal_weight=0 117373 100474 16899 5763 4892 3130 485 1762 222 190 6822 4303 2079 1614 1260 440 2645 1120 106 71 820 94711 354 228 10077 2066 1533 778 755
internal_count=4073804 117373 100474 16899 5763 4892 3130 485 1762 222 190 6822 4303 2079 1614 1260 440 2645 1120 106 71 820 94711 354 228 10077 2066 1533 778 755
is_linear=0
shrinkage=0.1


Tree=1329
num_leaves=31
num_cat=0
split_feature=6 7 6 4 2 0 6 1 0 6 2 5 3 6 1 1 1 4 1 5 1 0 4 1 4 3 0 1 6 6
split_gain=3.62211e+12 2.0448e+13 3.46424e+13 6.12516e+13 4.95685e+13 8.11469e+13 7.83529e+13 5.34328e+13 5.39105e+13 6.64741e+13 4.93717e+13 5.2771e+13 4.65967e+13 6.42431e+13 4.4574e+13 4.51664e+13 4.42149e+13 4.35997e+13 4.30655e+13 1.12032e+14 9.78571e+13 8.33741e+13 1.26698e+14 6.40175e+13 8.28448e+13 6.27159e+13 5.66656e+13 1.41635e+14 5.44647e+13 6.55329e+13
threshold=88.825000000000003 6.0000000000000009 94.02500000000002 4.5000000000000009 75.000000000000014 55.649510000000014 108.05000000000001 37.71815560000001 55.866549750000011 96.050000000000011 451.00000000000006 3.5000000000000004 2.5000000000000004 100.05000000000001 37.331232350000008 37.563506350000004 37.543519500000009 9.5000000000000018 30.438492500000006 4.5000000000000009 30.452677500000004 59.933037250000005 20.500000000000004 30.370944000000005 12.500000000000002 8.5000000000000018 59.982409200000006 30.260128500000004 101.02000000000002 108.05000000000001
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 6 14 8 -7 -10 11 -6 -13 -14 -5 -16 -8 -12 19 21 28 22 23 25 -25 -19 27 -23 -20 -30
right_child=1 2 3 4 10 7 16 -9 9 -11 17 12 13 -15 15 -17 -18 18 20 -21 -22 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=22.737544453342949 145.71540288168549 -5631.8941063027987 -17169.981805575379 95274.310035021568 -36416.381913902929 46246.531390815988 12437.491379801433 -15313.533263708043 56979.566372096997 -16637.005913059689 7456.7785732982957 82777.58038515033 73854.827427875571 -22386.975096499187 -38638.46318756559 51241.765227971315 99687.52158994932 -50242.19440722029 133509.08815946692 111069.28376302084 -137.12324103192574 -56167.34266921613 15296.982327119884 -212048.53808139535 -63843.382373524029 4683.2265870705633 -14408.083227527597 29088.561313658251 -61858.468295784893 139251.36971153846
leaf_weight=3849942 170184 18253 2022 29 765 1038 270 270 183 372 6751 66 83 422 670 61 74 623 85 75 17459 238 466 43 307 312 1597 1075 43 26
leaf_count=3849942 170184 18253 2022 29 765 1038 270 270 183 372 6751 66 83 422 670 61 74 623 85 75 17459 238 466 43 307 312 1597 1075 43 26
internal_value=0 -391.037 -2092.79 -269.236 753.825 13091.8 -8391.37 25822.6 32794.8 7636.57 -448.924 -19245.9 3758.26 -6569.02 -26314.6 -31138.2 31206.4 414.059 -1713.35 -10178.7 562.928 -12129.7 -29371.4 -45570.2 -82051.4 -31914.1 -1755.1 13634.7 79927.9 13922.1
internal_weight=0 223862 53678 35425 33403 2967 1104 1863 1593 555 30436 1336 571 505 760 731 344 29100 22349 4736 17613 4661 1751 1285 350 935 2910 1313 154 69
internal_count=4073804 223862 53678 35425 33403 2967 1104 1863 1593 555 30436 1336 571 505 760 731 344 29100 22349 4736 17613 4661 1751 1285 350 935 2910 1313 154 69
is_linear=0
shrinkage=0.1


Tree=1330
num_leaves=31
num_cat=0
split_feature=2 0 4 6 0 1 1 1 6 5 4 4 6 0 1 4 7 1 1 3 1 0 6 6 0 0 0 6 1 1
split_gain=3.40207e+12 2.24318e+13 4.59503e+13 5.4317e+13 2.96528e+13 6.10886e+13 5.78253e+13 3.98553e+13 2.8008e+13 2.75127e+13 5.02241e+13 7.17313e+13 1.2963e+14 6.41693e+13 6.13096e+13 1.76711e+14 2.608e+14 6.62455e+13 5.7689e+13 7.30308e+13 5.11814e+13 8.60987e+13 6.10555e+13 5.72856e+13 4.90517e+13 4.8929e+13 5.83754e+13 4.21365e+13 4.21236e+13 4.00222e+13
threshold=451.00000000000006 56.385857200000011 17.500000000000004 105.00500000000001 56.685611200000004 38.066230450000006 37.401708450000008 37.682335600000009 55.015000000000008 3.5000000000000004 18.500000000000004 16.500000000000004 168.45000000000002 55.462387050000011 37.618684050000006 17.500000000000004 6.0000000000000009 37.71815560000001 37.873748150000004 12.500000000000002 37.740454950000007 55.910578700000009 105.00500000000001 138.05000000000004 55.622114900000007 55.834019500000004 55.988910100000005 99.050000000000011 37.401708450000008 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -3 -6 -1 11 25 13 -13 15 -15 28 27 -19 -20 23 24 -23 -12 -22 -11 29 -16 -17 -27
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 10 20 12 -14 14 17 16 -18 18 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=168.04139950798967 -40.808614312211752 -18107.703235160108 123897.5213107639 -85256.234873383626 2345.0776891200103 -133.74295727513484 -31443.090853429727 -58343.27895626906 29571.764517190943 -82.867082677356947 -20521.661588150324 -32864.673460477941 -203337.08084239133 44558.905027221685 13205.048437500001 -47925.345210193453 433879.61774193554 68297.184143918057 40679.572776285815 -108362.51240234375 143300.350328125 275784.89691220241 31650.053398437503 87089.136611519614 -82.308693273482319 40594.515508258453 -2391.1470180777055 -109487.90508522728 150079.47663352275 10586.069766915585
leaf_weight=659448 3396489 987 27 87 1077 1909 378 328 582 6176 1648 119 23 400 57 21 31 258 96 50 25 21 20 51 523 969 1106 55 22 821
leaf_count=659448 3396489 987 27 87 1077 1909 378 328 582 6176 1648 119 23 400 57 21 31 258 96 50 25 21 20 51 523 969 1106 55 22 821
internal_value=0 204.64 -6229.83 -6886.79 -5590.82 -11558.4 3854.16 -28143.6 11896.6 256.111 4905.28 7907.78 31643.2 36516.6 44856.3 70821 212778 21005.1 39870.8 -10362.2 -8485.23 16916.7 156695 -17291.4 6458.87 4946.08 15670.8 -47046 53379.4 26830.9
internal_weight=0 677315 5375 5348 5261 3224 2037 1315 1659 671940 12492 10204 1132 1109 990 474 74 516 404 146 2288 589 41 1699 548 9072 2896 112 43 1790
internal_count=4073804 677315 5375 5348 5261 3224 2037 1315 1659 671940 12492 10204 1132 1109 990 474 74 516 404 146 2288 589 41 1699 548 9072 2896 112 43 1790
is_linear=0
shrinkage=0.1


Tree=1331
num_leaves=31
num_cat=0
split_feature=2 6 0 0 3 5 4 6 0 6 6 1 1 0 0 6 6 1 6 1 6 5 1 1 6 1 0 1 4 7
split_gain=3.88462e+12 1.82721e+13 4.29326e+13 4.2218e+13 6.49293e+13 6.50624e+13 9.42067e+13 8.2404e+13 7.46106e+13 9.89648e+13 7.39678e+13 7.42966e+13 1.8375e+14 2.85572e+14 7.86123e+13 7.32433e+13 6.86181e+13 7.1821e+13 1.52018e+14 1.4191e+14 7.35814e+13 6.19052e+13 1.0096e+14 1.19785e+14 9.5686e+13 9.94254e+13 2.37092e+14 2.41134e+14 1.75002e+14 3.20127e+14
threshold=36.000000000000007 36.905000000000008 55.60524465000001 55.633951400000008 1.5000000000000002 2.5000000000000004 8.5000000000000018 46.420000000000009 55.883833400000007 72.020000000000024 53.995000000000012 37.563506350000004 37.586700500000006 55.81943720000001 55.749683450000006 61.805000000000007 50.010000000000012 37.600779750000008 69.605000000000004 37.631035900000008 78.605000000000004 1.5000000000000002 37.618684050000006 37.702956500000006 52.015000000000008 37.503969450000007 55.554045200000012 37.618684050000006 23.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -5 9 10 -7 -12 13 15 -14 -13 -9 -18 19 -19 -20 22 -3 -24 -23 -26 -27 28 29 -28
right_child=-2 3 -4 4 -6 6 -8 16 -10 -11 11 12 14 -15 -16 -17 17 18 20 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-4722.4097400380952 27.054215982696185 -509.20477955450087 2989.0879928714039 -5906.2886960941032 -1034.8302341158537 -62853.640612192627 -11358.078988362264 -59909.798004659024 169335.25349264708 -15359.375909839979 3913.9852475766784 -59060.544769021741 92944.820877821185 470003.63727678574 957.09981409708655 178130.02481770836 -3090.4292610247558 -105091.54243006553 -284720.84030330885 -5369.1247664334915 -90716.909850543481 12975.414504594313 -48035.519315445054 -3328.315594168078 -2706.2458674391028 -10989.8316067088 29403.569395234535 845.05433703282779 657.02710346828417 106858.50322830485
leaf_weight=8977 3783399 14273 36877 3522 170942 61 2108 576 34 495 216 23 180 28 192 30 1061 186 34 613 46 8481 1049 1398 24140 4663 3113 5097 1346 644
leaf_count=8977 3783399 14273 36877 3522 170942 61 2108 576 34 495 216 23 180 28 192 30 1061 186 34 613 46 8481 1049 1398 24140 4663 3113 5097 1346 644
internal_value=0 -352.463 1479.38 -695.938 -1479.89 -9569.19 1568.89 -15780.2 23213.1 19157.5 42562.7 52174.7 75186.4 211674 45467.3 75198.3 -29602.1 -20603.5 -41742.6 -28583.6 -173169 1506.16 -3726.68 -22493.8 3348.75 1255.48 7689.98 16229.6 31596 42680.4
internal_weight=0 290405 45854 244551 180347 9405 3367 6038 1259 1225 730 669 453 81 372 53 2516 1940 879 799 80 64204 16720 2447 47484 39003 14863 10200 5103 3757
internal_count=4073804 290405 45854 244551 180347 9405 3367 6038 1259 1225 730 669 453 81 372 53 2516 1940 879 799 80 64204 16720 2447 47484 39003 14863 10200 5103 3757
is_linear=0
shrinkage=0.1


Tree=1332
num_leaves=31
num_cat=0
split_feature=6 0 1 1 4 6 3 1 4 6 6 2 5 4 0 4 3 4 1 3 5 0 1 0 3 3 0 0 1 1
split_gain=3.44001e+12 1.3738e+13 2.16689e+13 1.97576e+13 1.98245e+13 2.0452e+13 3.40076e+13 4.77006e+13 2.17069e+13 5.74301e+13 1.68021e+13 4.42773e+13 4.1854e+13 2.77778e+13 4.57356e+13 7.51188e+13 5.41105e+13 4.43172e+13 4.08048e+13 5.43964e+13 4.05787e+13 3.64762e+13 3.5879e+13 5.31691e+13 1.02807e+14 1.14342e+14 8.58361e+13 5.09016e+13 4.43659e+13 3.57937e+13
threshold=102.04000000000001 43.051287600000009 44.628646350000004 47.800771000000005 13.500000000000002 104.01000000000001 3.5000000000000004 47.504912950000005 11.500000000000002 168.45000000000002 104.01000000000001 75.000000000000014 3.5000000000000004 11.500000000000002 55.728148450000006 19.500000000000004 14.500000000000002 13.500000000000002 60.571186450000006 18.500000000000004 3.5000000000000004 55.702806750000008 37.729575300000008 59.898927250000007 18.500000000000004 15.500000000000002 59.990753350000013 59.864072000000007 37.858952300000006 20.507515800000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -10 11 12 -3 29 17 16 -16 20 22 -20 -15 -19 23 27 25 26 -25 -17 -24 -13
right_child=1 10 3 -5 -6 8 -8 -9 9 -11 -12 13 -14 14 15 18 -18 21 19 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=15.11357624914536 -76148.777392578122 3315.710480410336 5394.9868206521742 -21671.971453936691 -12706.943262191333 5337.595803493281 12344.73136513158 198236.57376077588 19474.382318425585 156564.22116477272 -360.35178366182095 -65182.520312500004 64519.204199865009 -21094.734400513797 8027.7791976137951 -41745.252549949859 74242.052331237806 -13578.69568433172 -37697.201487500002 -178741.70587053572 -83615.342423878203 -149239.70671875001 107392.58194633153 156716.36357421876 160120.22197779606 -214582.72956730772 -36393.925967035058 -186028.80902777778 -2173.1481923204788 749.66006120096336
leaf_weight=3966508 32 326 23 231 381 2111 95 29 413 33 94524 84 170 222 1042 259 140 2200 125 35 195 20 46 32 38 26 82 27 188 4167
leaf_count=3966508 32 326 23 231 381 2111 95 29 413 33 94524 84 170 222 1042 259 140 2200 125 35 195 20 46 32 38 26 82 27 188 4167
internal_value=0 -558.717 5746.29 6536.59 8648.8 11657.9 47929.9 112941 9572.63 29617.8 -761.791 -4788.28 24292.7 -6403.89 -11721.7 -478.691 15870.4 -20419.4 -23001.6 -68550.7 -50331 -14800.9 -12560.5 -28661.1 14247.4 -25346.6 17812.5 -55366.4 19365.4 -553.164
internal_weight=0 107296 3348 3316 3085 2704 147 52 2557 446 103948 9424 496 8928 4677 2040 1182 2637 858 160 417 2220 698 464 178 140 114 286 234 4251
internal_count=4073804 107296 3348 3316 3085 2704 147 52 2557 446 103948 9424 496 8928 4677 2040 1182 2637 858 160 417 2220 698 464 178 140 114 286 234 4251
is_linear=0
shrinkage=0.1


Tree=1333
num_leaves=31
num_cat=0
split_feature=4 3 6 3 1 1 2 6 0 4 1 2 0 6 0 1 1 5 6 5 2 5 2 1 0 0 6 6 6 1
split_gain=3.41167e+12 1.95878e+13 2.34752e+13 3.18778e+13 4.26798e+13 3.79717e+13 7.67512e+13 4.84033e+13 3.89376e+13 3.4184e+13 4.08973e+13 6.17447e+13 5.33749e+13 3.28201e+13 3.27513e+13 3.23279e+13 6.00686e+13 2.91183e+13 5.06325e+13 2.81343e+13 2.51954e+13 3.80119e+13 2.31932e+13 2.23848e+13 4.02302e+13 2.19196e+13 2.12399e+13 2.54833e+13 5.71545e+13 3.21811e+13
threshold=3.5000000000000004 1.5000000000000002 138.05000000000004 2.5000000000000004 30.157841000000001 47.800771000000005 4556.0000000000009 247.90000000000001 55.539595350000006 2.5000000000000004 43.997056950000008 3129.5000000000005 56.685611200000004 149.05000000000004 55.858844800000007 39.873894000000007 37.488790500000007 4.5000000000000009 168.45000000000002 4.5000000000000009 2865.5000000000005 3.5000000000000004 5444.0000000000009 83.00362155000002 55.303261650000003 55.676890650000011 189.00000000000003 149.05000000000004 156.15000000000003 39.908802000000009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 6 7 8 19 -4 12 20 17 -14 -10 16 -16 -11 -19 -6 -12 -22 -7 24 -13 -20 27 -1 -29 -30
right_child=-2 2 3 4 5 22 -8 -9 14 10 11 23 13 -15 15 -17 -18 18 25 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1399.1734424051263 -22.701194088075574 -294.44293047970285 -3078.7029559742323 -113557.91597222222 -6464.0968612938595 -57437.707484019891 226776.00687500002 119017.13465465198 128461.97809979839 -101533.12101927478 -32998.901835937504 32520.955373475608 111777.11173573369 -29050.257553462663 38643.636691497093 92666.62841796875 -164514.74818892046 95148.148182744568 -25440.048577008929 -126105.08546875001 -11094.861086309524 156547.67302631581 20982.380386999881 -135672.96099759615 -137683.38541666669 -158826.31455965911 25128.13975044413 -93914.218471518718 -56025.168321572586 32211.758376386089
leaf_weight=102381 3837650 131700 440 27 57 88 20 44 31 198 20 41 23 59 43 32 22 23 28 30 21 38 66 26 21 22 376 91 62 124
leaf_count=102381 3837650 131700 440 27 57 88 20 44 31 198 20 41 23 59 43 32 22 23 28 30 21 38 66 26 21 22 376 91 62 124
internal_value=0 368.909 -432.333 -13221.2 8423.76 16030 38031.1 23456.2 3899.53 -23592.7 -40950.7 -177.53 -60240.1 10450.1 38984.4 10388.5 -30117.7 -81629.7 -27645.1 -47719.6 63998 96878.3 -23829.1 -57789.6 -25128.9 -84130 1404.11 1317.22 -28972.9 2799.45
internal_weight=0 236154 133120 1420 460 433 279 259 215 960 520 167 353 82 128 97 65 271 73 87 79 59 154 88 62 50 103034 102658 277 186
internal_count=4073804 236154 133120 1420 460 433 279 259 215 960 520 167 353 82 128 97 65 271 73 87 79 59 154 88 62 50 103034 102658 277 186
is_linear=0
shrinkage=0.1


Tree=1334
num_leaves=31
num_cat=0
split_feature=1 3 6 2 0 6 6 6 0 2 0 6 4 6 0 1 6 1 6 1 6 2 4 0 1 0 1 1 4 6
split_gain=3.39086e+12 1.13433e+13 1.7379e+13 2.55934e+13 5.15417e+13 2.13074e+13 1.71884e+13 1.46271e+13 1.39415e+13 9.91163e+13 5.96584e+13 8.23037e+13 4.26947e+13 3.88744e+13 3.466e+13 1.40768e+14 6.25903e+13 2.4729e+13 2.37301e+13 2.25926e+13 3.74979e+13 4.77324e+13 3.79002e+13 3.54227e+13 1.14246e+14 8.20202e+13 7.58866e+13 6.39279e+13 6.41837e+13 6.39394e+13
threshold=83.658467900000019 1.5000000000000002 138.05000000000004 9907.0000000000018 52.516286950000008 118.04500000000002 247.90000000000001 54.990000000000002 55.390026600000006 3658.0000000000005 55.348830750000012 94.02500000000002 16.500000000000004 101.02000000000002 55.60524465000001 86.169282750000022 98.020000000000024 86.020047450000007 85.020000000000024 92.948588300000011 47.005000000000003 10180.500000000002 13.500000000000002 56.006509350000009 92.865667950000017 55.988910100000005 92.865667950000017 92.791023150000015 15.500000000000002 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 14 -3 17 13 -13 15 16 -10 -12 -17 20 -11 23 -23 24 25 -22 -25 28 29 -27
right_child=1 8 3 -5 6 -7 -8 -9 9 19 11 12 -14 -15 -16 18 -18 -19 -20 -21 21 22 -24 26 -26 27 -28 -29 -30 -31
leaf_value=-21.884837528435821 183.55455841860319 1021.7970297818124 -87064.994037224271 130905.5215353261 91806.259345518876 -45983.191147050238 -16993.18896484375 -4200.2853733952425 -11140.583359738304 -1244.2243709477743 -45266.906256598399 137667.19835438833 222175.77380952379 20089.010011160717 -24671.793947537633 56878.793706766766 -127344.53394281917 13325.312127218604 153928.90622306036 -1881.752550732956 11933.95025319245 38026.61859771172 -7090.2924279591389 -4521.2059484608762 -6443.6220552176655 77226.746581595289 7761.757868029058 30143.994038176235 30288.238132828003 200725.98953766326
leaf_weight=3852148 22662 107875 34 23 53 107 20 11460 3360 21055 74 47 21 70 1809 192 47 2709 29 23635 2065 713 252 9976 2215 112 10145 703 126 67
leaf_count=3852148 22662 107875 34 23 53 107 20 11460 3360 21055 74 47 21 70 1809 192 47 2709 29 23635 2065 713 252 9976 2215 112 10145 703 126 67
internal_value=0 380.335 -1289.89 35203.7 14632.3 -1428.49 61998.2 -1288.77 686.732 -351.554 1403.64 15505.2 90886.1 67321.3 -13364.8 -7726.82 -12743.6 11767.3 69613.9 644.066 1902.74 4415.04 26244.8 3585.98 10869.2 23348.3 1671.86 46731.7 84965.1 123453
internal_weight=0 221656 34359 130 107 34229 73 34122 187297 76501 110796 2921 138 117 5437 3628 3407 2783 221 71064 47429 26374 965 25409 5288 3073 20121 1008 305 179
internal_count=4073804 221656 34359 130 107 34229 73 34122 187297 76501 110796 2921 138 117 5437 3628 3407 2783 221 71064 47429 26374 965 25409 5288 3073 20121 1008 305 179
is_linear=0
shrinkage=0.1


Tree=1335
num_leaves=31
num_cat=0
split_feature=1 1 0 2 7 0 0 0 4 0 0 6 0 0 0 0 4 6 4 6 6 4 4 6 1 6 5 1 6 4
split_gain=3.3755e+12 6.18092e+13 2.08503e+14 1.02308e+14 2.75409e+14 1.46903e+14 1.20453e+14 1.72488e+14 2.63187e+14 1.27971e+14 1.2378e+14 1.09233e+14 1.04924e+14 9.02093e+13 8.15373e+13 7.69386e+13 6.29238e+13 6.24634e+13 6.11597e+13 5.98453e+13 5.97123e+13 5.59956e+13 5.98257e+13 5.43305e+13 5.42214e+13 5.26884e+13 6.70398e+13 5.1515e+13 7.57957e+13 5.0437e+13
threshold=37.768783500000005 37.740454950000007 55.390026600000006 75.000000000000014 6.0000000000000009 55.728148450000006 55.676890650000011 55.685785750000008 32.500000000000007 55.721784200000009 55.660117850000006 63.140000000000008 55.922096200000006 55.910578700000009 55.622114900000007 55.81943720000001 16.500000000000004 76.00500000000001 19.500000000000004 60.305000000000007 47.805000000000007 23.500000000000004 18.500000000000004 61.025000000000006 37.755233900000007 43.605000000000011 1.5000000000000002 37.755233900000007 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 -1 27 4 5 14 10 8 -8 20 23 -5 13 -13 16 25 -4 -18 -15 -12 -9 22 -16 -6 -24 -7 -27 28 -3 -11
right_child=-2 2 3 11 6 15 7 9 -10 29 19 12 -14 18 21 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=19.57277124752077 -50.987538248585885 -12032.617809280811 -2943.9664921447311 12193.449396801967 -13046.918942481885 -22032.125676639444 -333721.72375 58106.721383408367 31903.832128906251 28269.861699983419 74662.077268473309 37125.311079772429 -22313.286441226883 76444.183900975142 6577.4973917218813 13682.830922884556 -48797.54725923256 -212606.59312500001 195709.46872702206 161640.18291181145 205853.21446078434 45381.912192549615 -1667.0412334177754 67102.915877335559 -58865.815880261624 -212792.55306222101 -54984.888287685804 -2536.6827454591576 -59556.748255659513 5665.4624938980705
leaf_weight=942605 3100886 2570 411 5294 207 660 35 59 45 2026 240 1523 245 274 4530 296 338 25 51 118 51 322 404 143 281 28 698 7128 386 1925
leaf_count=942605 3100886 2570 411 5294 207 660 35 59 45 2026 240 1523 245 274 4530 296 338 25 51 118 51 322 404 143 281 28 698 7128 386 1925
internal_value=0 162.508 4607.17 10462.8 5069.09 -6337.19 23871 17354 -128057 20218.6 61987.9 19839.5 39179.2 47331.6 661.631 -32597.3 -29739.9 -60079.2 95159.7 103331 126607 4911.37 2412.52 19700 -25131.1 -42481.1 -61071.1 -7139.45 -18238.4 17256.6
internal_weight=0 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2093 1848 6311 1682 774 363 325 358 110 5537 5215 350 685 1386 726 10084 2956 3951
internal_count=4073804 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2093 1848 6311 1682 774 363 325 358 110 5537 5215 350 685 1386 726 10084 2956 3951
is_linear=0
shrinkage=0.1


Tree=1336
num_leaves=31
num_cat=0
split_feature=2 0 1 7 4 6 6 4 1 6 0 5 6 6 1 0 0 4 1 0 4 0 7 4 6 0 1 4 0 4
split_gain=3.65149e+12 1.73916e+13 4.75375e+13 8.63984e+13 6.63849e+13 3.49724e+13 2.27685e+13 1.97262e+13 2.73732e+13 2.86368e+13 1.78907e+13 6.82774e+13 8.38464e+13 7.78506e+13 7.97318e+13 1.84013e+14 1.37538e+14 1.06171e+14 1.04954e+14 2.46995e+14 2.53373e+14 2.36271e+14 1.10308e+14 1.05171e+14 1.00666e+14 8.71494e+13 1.00856e+14 1.121e+14 9.48642e+13 1.26147e+14
threshold=36.000000000000007 55.462387050000011 37.234509300000006 6.0000000000000009 14.500000000000002 78.605000000000004 54.410000000000004 13.500000000000002 37.503969450000007 70.50500000000001 55.633951400000008 1.5000000000000002 76.00500000000001 52.015000000000008 37.503969450000007 55.520061350000013 55.520061350000013 14.500000000000002 37.46219940000001 55.579943700000008 17.500000000000004 55.622114900000007 6.0000000000000009 23.500000000000004 62.010000000000012 55.622114900000007 37.682335600000009 18.500000000000004 55.60524465000001 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 7 6 -1 8 9 -4 11 12 -3 -13 16 -16 -15 -17 23 20 -20 -21 -22 24 -18 28 -27 -28 29 -19
right_child=-2 10 3 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 14 15 17 18 25 19 21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=15280.884608832501 26.229847537265073 -2646.3475065295579 -52576.678165134697 102625.0393895349 52004.03077116936 111471.34896673389 -32368.619192263381 -138161.06336206896 20806.510480685767 -145255.83700644004 -763.20653280158058 12026.406212602706 -182306.41550480772 30459.19713929142 -23792.64930809048 -2601.1657037021564 16497.196327922531 30110.436645234135 1038.1949538465396 -83897.234838231874 21755.167993382045 30802.06317027699 -66820.311147673885 -21261.190158163168 -2274.9671170001279 96312.761273740573 -32611.54978464924 97470.71479779412 -10581.542202209568 3567.6964369000316
leaf_weight=360 3783399 28794 337 43 62 31 139 29 45 37 213450 8514 26 1228 1694 3898 4558 4254 6450 807 168 231 862 1784 7653 290 189 102 1278 3092
leaf_count=360 3783399 28794 337 43 62 31 139 29 45 37 213450 8514 26 1228 1694 3898 4558 4254 6450 807 168 231 862 1784 7653 290 189 102 1278 3092
internal_value=0 -341.723 -12990.4 -33501 -44978.3 8410.36 2007.78 -58400 -52879.5 -61745.5 -294.376 1024.58 -2808.43 3372.35 1460.46 7221.93 -2130.49 11231.6 -3908.13 -12660 -6316.56 -58371.7 -52373 1418.64 4732.12 17089.3 54576.8 12984.3 14563.8 18938.3
internal_weight=0 290405 1083 553 510 530 499 448 419 374 289322 75872 28820 47052 38538 14797 23741 13103 22513 8518 7480 1038 1030 13995 12211 9205 581 291 8624 7346
internal_count=4073804 290405 1083 553 510 530 499 448 419 374 289322 75872 28820 47052 38538 14797 23741 13103 22513 8518 7480 1038 1030 13995 12211 9205 581 291 8624 7346
is_linear=0
shrinkage=0.1


Tree=1337
num_leaves=31
num_cat=0
split_feature=6 6 3 2 1 1 4 1 0 3 6 6 6 0 6 5 7 1 2 2 4 4 7 4 1 0 1 1 6 1
split_gain=3.6006e+12 2.2762e+13 2.45563e+13 2.85521e+13 2.54215e+13 2.80263e+13 2.29653e+13 2.1086e+13 2.16787e+13 2.05039e+13 1.94517e+13 6.48724e+13 5.44999e+13 2.99794e+13 2.92828e+13 3.17542e+13 8.48952e+13 7.79789e+13 6.46123e+13 4.52177e+13 3.70537e+13 3.14742e+13 3.11152e+13 4.94898e+13 4.25508e+13 3.47168e+13 8.55706e+13 2.75575e+14 1.15351e+14 3.44295e+13
threshold=41.505000000000003 40.015000000000008 11.500000000000002 9236.5000000000018 39.069277450000008 47.386825600000002 22.500000000000004 82.973036600000015 54.947759400000002 12.500000000000002 39.305000000000007 39.025000000000013 39.005000000000003 59.990753350000013 38.205000000000005 1.5000000000000002 6.0000000000000009 30.410676000000006 75.000000000000014 915.50000000000011 4.5000000000000009 3.5000000000000004 6.0000000000000009 8.5000000000000018 30.242318500000007 43.472751400000007 39.939672500000007 40.965343750000009 34.905000000000008 82.648284550000014
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -3 -6 7 8 -5 -10 11 12 14 -13 15 22 18 -18 21 -19 -20 -17 29 -24 -25 26 -26 28 -28 -1
right_child=-2 2 3 6 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 16 17 19 20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=89.978145411929461 -64.542829746885772 -277.12514829251006 265.85537771478084 -1735.3443713688901 6868.3854879422279 2035.307092927806 10178.29964772478 13509.350004962349 13667.661296652843 -18589.991109618117 -1243.416578946189 8808.9165336116566 -7104.7037341952837 -8722.3017557053008 1927.3432492584991 -82371.942229729728 33202.198811774797 17716.662909117807 -1685.2298308227194 -2255.2143404578528 -8408.6014838537594 10414.543557364515 -5258.7131682722975 -7233.7842113280194 -42589.234871016401 -168.03843507333229 102584.55572212838 -13370.987233640823 354016.01319444447 1961.5325463515467
leaf_weight=550234 2768799 36970 20256 1457 14502 69495 632 353 211 2980 115448 11367 10573 1067 81735 37 1015 1553 13494 4198 20882 3062 23698 8778 101 191023 37 139 36 119672
leaf_count=550234 2768799 36970 20256 1457 14502 69495 632 353 211 2980 115448 11367 10573 1067 81735 37 1015 1553 13494 4198 20882 3062 23698 8778 101 191023 37 139 36 119672
internal_value=0 136.939 1309.77 -1485.42 1907.99 2869.73 -7782.92 -10052.8 -11842.2 -16457 -11.7787 124.588 37.936 7304.51 111.997 -46.1952 -2661.34 7648.07 -4522.68 3137.99 -5769.4 9306.73 83.2604 -937.565 -425.843 -113.513 33163.3 69253 226578 424.313
internal_weight=0 1.305e+06 146856 25889 120967 83997 5633 5001 4648 3191 1.15815e+06 1.0427e+06 1.03027e+06 12434 1.01969e+06 937959 44241 6766 37475 5751 34376 3099 893718 223812 200114 191336 313 212 73 669906
internal_count=4073804 1305005 146856 25889 120967 83997 5633 5001 4648 3191 1158149 1042701 1030267 12434 1019694 937959 44241 6766 37475 5751 34376 3099 893718 223812 200114 191336 313 212 73 669906
is_linear=0
shrinkage=0.1


Tree=1338
num_leaves=31
num_cat=0
split_feature=1 0 1 6 3 5 6 6 4 0 7 5 6 4 1 1 4 0 0 1 6 5 1 0 6 4 4 5 0 0
split_gain=3.5596e+12 2.56084e+13 4.97337e+13 2.76045e+13 6.72088e+13 3.89106e+13 1.35475e+14 3.95882e+13 2.85393e+13 2.71998e+13 2.31449e+13 3.54377e+13 2.85141e+14 1.29172e+14 9.21072e+13 8.63366e+13 7.84648e+13 7.82346e+13 9.09951e+13 7.76779e+13 7.09754e+13 7.94282e+13 1.39594e+14 1.79335e+14 7.87011e+13 9.82948e+13 1.14671e+14 1.9357e+14 1.56179e+14 1.72659e+14
threshold=37.649344350000007 61.78914120000001 34.382014200000008 85.020000000000024 2.5000000000000004 3.5000000000000004 99.050000000000011 99.050000000000011 13.500000000000002 63.565651350000003 6.0000000000000009 2.5000000000000004 68.00500000000001 16.500000000000004 37.488790500000007 37.343102500000008 20.500000000000004 55.568628050000008 55.60524465000001 37.46219940000001 52.015000000000008 1.5000000000000002 37.517483500000004 55.676890650000011 57.715000000000011 17.500000000000004 22.500000000000004 1.5000000000000002 55.60524465000001 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -3 -4 -1 20 13 17 15 -15 -16 -13 19 -19 21 -12 -23 -24 -22 -26 27 -27 -29 -30
right_child=-2 2 9 4 5 7 -8 -9 -10 -11 11 12 -14 14 16 -17 -18 18 -20 -21 24 22 23 -25 25 26 -28 28 29 -31
leaf_value=630.30833957917184 -48.458203182887047 -5538.7628500140963 -47030.10916973892 -47337.532510375982 227302.25718085107 -55167.361272321432 -12799.621875000001 81332.868350290693 47097.317354910716 -6339.6289738801534 -480.91975021361924 3783.1911876740269 -843.36050058569492 7772.032283164468 -63012.349917941625 55012.772162827954 -569.63474596217725 230796.56313688858 38659.154576028275 17123.639412887009 -6722.0399269970476 9097.0499796369095 21817.271043392673 -31824.743103885798 -3971.3237912799377 114384.31003498455 -1244.7129597523301 -28038.657300339302 39901.81454130145 6838.2527003395562
leaf_weight=535372 3210903 5433 427 80 47 42 47 43 105 267 137736 679 48540 1912 288 485 668 46 2772 27 36088 19038 918 1941 42625 182 17204 959 2050 6880
leaf_count=535372 3210903 5433 427 80 47 42 47 43 105 267 137736 679 48540 1912 288 485 668 46 2772 27 36088 19038 918 1941 42625 182 17204 959 2050 6880
internal_value=0 180.316 -6077.11 -3048.47 28860.6 62915.7 107251 13885.7 -4540.79 -31375.4 227.743 -443.587 1856.6 20913.8 6863.48 17330.5 -19380.8 34282.3 41561.4 151767 -923.481 408.475 6002.93 -14600.8 -2929.6 -971.63 3716.25 12190.9 10310.1 14428.4
internal_weight=0 862901 6491 5797 259 179 94 85 5538 694 856410 321038 55417 6877 3353 2397 956 3524 2845 73 265621 159633 21897 2859 105988 69900 27275 10071 9889 8930
internal_count=4073804 862901 6491 5797 259 179 94 85 5538 694 856410 321038 55417 6877 3353 2397 956 3524 2845 73 265621 159633 21897 2859 105988 69900 27275 10071 9889 8930
is_linear=0
shrinkage=0.1


Tree=1339
num_leaves=31
num_cat=0
split_feature=4 1 1 6 0 0 4 0 1 6 3 1 6 1 4 1 1 6 1 4 1 7 7 1 0 0 0 6 3 6
split_gain=3.52229e+12 2.20486e+13 5.19726e+13 4.65612e+13 2.69045e+13 5.55695e+13 6.72095e+13 8.20333e+13 8.89161e+13 5.42833e+13 4.1268e+13 4.05321e+13 4.17269e+13 3.5404e+13 3.2081e+13 8.10216e+13 5.1548e+13 2.9004e+13 3.97404e+13 4.50999e+13 3.74804e+13 7.44345e+13 3.40159e+13 2.86458e+13 2.83514e+13 2.64921e+13 2.74329e+13 2.5715e+13 2.55203e+13 2.47963e+13
threshold=29.500000000000004 30.624707450000006 37.234509300000006 60.605000000000011 55.801384500000005 55.876067900000002 31.500000000000004 56.802121050000004 37.543519500000009 45.005000000000003 11.500000000000002 60.620042600000012 73.00500000000001 60.636764050000004 34.500000000000007 37.475446350000006 37.755233900000007 36.905000000000008 37.563506350000004 31.500000000000004 37.46219940000001 6.0000000000000009 6.0000000000000009 37.858952300000006 56.791379400000004 56.83050475000001 56.838524800000009 40.205000000000005 12.500000000000002 73.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 23 14 7 8 -7 -9 13 -12 -13 -11 16 -16 17 -6 19 20 -19 -22 28 -4 -10 -8 -27 -24 -20 -2
right_child=1 2 4 -5 5 6 25 9 24 10 11 12 -14 -15 15 -17 -18 18 22 -21 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.0532551950376199 -4862.6356137613611 20406.829665364585 -3649.2206714656236 122850.71463293651 -17564.402577912264 142485.29407894737 -1553.6305607853469 2024.3154660237631 -32104.311478217365 12724.991156898468 54345.756948947906 38517.029712611606 171929.9144806338 127619.28246093751 -200402.92113281251 2493.2390068023315 92145.328781765114 -68968.971082805758 4549.7451510682395 53058.040578076529 143529.41778320313 -12050.841310796524 43918.247994683712 7519.4163012909776 7261.9672675605298 -44229.54384445717 -9827.8636018325342 6056.4480733312594 95766.205466368148 -46968.418103090597
leaf_weight=4043474 508 150 13004 63 241 38 5631 300 406 253 256 35 71 30 20 1235 91 58 49 564 40 133 196 2789 333 290 1155 2116 82 193
leaf_count=4043474 508 150 13004 63 241 38 5631 300 406 253 256 35 71 30 20 1235 91 58 49 564 40 133 196 2789 333 290 1155 2116 82 193
internal_value=0 1073.63 1488.35 50707.1 1131.96 4388.2 -341.554 17375.9 -6694.56 37167.1 53512.6 75877.4 127878 24904.6 13012.5 -740.166 17847.2 15903.7 18394.7 37815 598.331 23921.5 12075 -1676.87 -14365.5 -4653.23 -16732 9266.19 61647.1 -16455.2
internal_weight=0 30330 29629 213 29416 13623 8798 1722 777 945 645 362 106 283 4825 1255 3570 3479 3238 795 231 173 2443 15793 739 7076 1445 2312 131 701
internal_count=4073804 30330 29629 213 29416 13623 8798 1722 777 945 645 362 106 283 4825 1255 3570 3479 3238 795 231 173 2443 15793 739 7076 1445 2312 131 701
is_linear=0
shrinkage=0.1


Tree=1340
num_leaves=31
num_cat=0
split_feature=2 1 0 6 1 0 0 0 2 6 2 0 0 7 6 1 4 5 6 0 6 4 0 6 0 1 4 4 7 6
split_gain=3.56842e+12 2.31375e+13 2.05603e+13 7.15705e+13 5.34376e+13 9.12044e+13 8.94867e+13 1.23251e+14 7.85166e+13 7.89553e+13 7.28995e+13 8.29398e+13 6.93745e+13 8.47472e+13 8.22762e+13 6.58291e+13 6.54331e+13 6.05654e+13 7.4738e+13 5.98504e+13 5.75006e+13 5.43781e+13 5.10194e+13 4.61649e+13 4.58534e+13 1.19901e+14 6.16545e+13 1.31044e+14 1.12761e+14 5.43861e+13
threshold=3062.5000000000005 91.443676550000006 57.14107305000001 46.010000000000012 30.624707450000006 58.08467765000001 59.963561900000009 59.864072000000007 5719.5000000000009 100.05000000000001 5719.5000000000009 57.60122925000001 60.042359000000012 6.0000000000000009 91.02500000000002 39.939672500000007 6.5000000000000009 2.5000000000000004 94.02500000000002 60.753246850000004 85.020000000000024 10.500000000000002 60.034792100000011 77.565000000000012 57.978821400000008 56.128886000000001 8.5000000000000018 5.5000000000000009 6.0000000000000009 77.565000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 10 7 8 9 15 24 -12 13 14 22 -7 -15 23 -19 -14 -9 -13 -8 -5 -6 29 27 28 -27 -26
right_child=2 -3 3 4 5 6 12 20 -10 -11 11 21 19 16 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-99.113632427897173 -17.082274467089054 9430.1474622641963 -925.91070068182898 4409.6339357936586 4215.094280089691 5246.4908247739659 33947.349237964772 -36398.37500317704 9690.9810715326003 -72158.115464462651 -17655.905119073239 4869.7882013107392 -24939.011118190316 46334.228553771973 -38922.509500465647 -15254.256732810332 -84402.857656734253 19176.726891770813 -18592.889816247156 840.7150955075706 -134325.61747894288 -58496.418871894683 117624.31903796073 -37761.921591943727 -943.69768323559447 12263.137948901429 12413.922888985675 81677.248563350746 110556.60497891867 -40355.901294446521
leaf_weight=2162336 1694471 2551 100343 10757 34485 2213 1107 950 2424 205 2927 5270 930 56 151 5360 121 5694 577 28444 64 139 78 266 2364 1583 6978 423 126 411
leaf_count=2162336 1694471 2551 100343 10757 34485 2213 1107 950 2424 205 2927 5270 930 56 151 5360 121 5694 577 28444 64 139 78 266 2364 1583 6978 423 126 411
internal_value=0 -87.8848 99.6694 1022.2 2735.38 1820.71 -1678.03 -9328.56 -6023.7 -10921.2 4513.41 -4096.22 1100.11 21982.2 30596.6 -9263.48 -43039.7 7855.55 15701.5 24.5121 -42579.2 3241.41 39455.2 3391.98 6061.18 11417.7 16961.2 31844.4 19510.1 -6780.96
internal_weight=0 2.16489e+06 1.90892e+06 214446 114103 96809 42103 11216 10202 7778 54706 8336 30887 1513 1336 7573 177 17294 6271 29374 1014 5409 1185 11023 46370 11885 9110 2132 1709 2775
internal_count=4073804 2164887 1908917 214446 114103 96809 42103 11216 10202 7778 54706 8336 30887 1513 1336 7573 177 17294 6271 29374 1014 5409 1185 11023 46370 11885 9110 2132 1709 2775
is_linear=0
shrinkage=0.1


Tree=1341
num_leaves=31
num_cat=0
split_feature=0 0 6 0 1 1 0 1 6 4 6 0 6 6 7 1 0 1 4 4 6 1 6 6 1 4 6 4 6 1
split_gain=3.77557e+12 8.07145e+13 5.49014e+13 3.16733e+13 6.69587e+13 8.22e+13 7.23894e+13 1.59748e+14 1.02252e+14 8.54316e+13 7.46012e+13 6.86205e+13 6.66092e+13 6.06328e+13 6.0025e+13 5.63342e+13 5.5494e+13 8.52434e+13 7.64062e+13 1.38098e+14 9.61056e+13 6.55041e+13 5.51211e+13 5.33867e+13 6.21208e+13 1.26175e+14 7.67072e+13 5.90261e+13 5.1792e+13 5.51096e+13
threshold=55.214863500000007 55.303261650000003 59.815000000000005 55.123213100000008 61.511492200000006 61.273924650000005 55.173955500000005 61.381045500000006 189.00000000000003 16.500000000000004 138.05000000000004 55.145978450000008 79.710000000000022 70.50500000000001 6.0000000000000009 61.335446300000008 55.102137100000007 82.981285100000022 8.5000000000000018 7.5000000000000009 73.41500000000002 82.973036600000015 52.990000000000002 68.515000000000015 61.29689960000001 12.500000000000002 70.50500000000001 10.500000000000002 58.995000000000012 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 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 16 5 14 7 8 9 13 -9 -12 -6 -7 28 -15 -1 18 19 -18 -21 22 -20 -8 25 -25 -27 -26 29 -5
right_child=1 -3 -4 4 12 6 23 10 -10 -11 11 -13 -14 15 -16 -17 17 -19 21 20 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=75.317298660711202 -3549.2488947405482 -40.660671394363959 -16600.864578688033 7814.7445479865291 -4138.2645375490674 20832.460497270284 2957.9090674387498 4170.0561620097424 210958.91343470986 3951.7549546856158 -190364.81239919356 -31172.438355176695 -48380.899015294424 29057.08335689368 11104.661213943382 73426.561321331756 4156.2658506069538 -71539.875873161756 -3255.3931049428838 23666.876227678571 316597.94856770837 19044.107917258378 -13295.42388050473 -12720.938943771029 -4860.5987734455393 -50081.767876838239 63431.323353634129 -28151.508190644796 -19367.212187952111 -10141.778881908536
leaf_weight=1949774 11744 1983143 4442 2726 10231 4114 34918 22163 28 2423 31 214 352 734 1989 469 7037 187 12341 21 24 955 9819 822 3576 68 478 1564 2835 4582
leaf_count=1949774 11744 1983143 4442 2726 10231 4114 34918 22163 28 2423 31 214 352 734 1989 469 7037 187 12341 21 24 955 9819 822 3576 68 478 1564 2835 4582
internal_value=0 -98.0626 -7131.07 94.5103 1884.9 2832.14 4121.84 7847.31 20204.9 19514.8 3563.4 -51315.1 -5609.81 26607.1 -4779.55 46354.9 9.23224 -4231.52 -3814.7 5272.95 179897 -6598.98 -7704.09 1408.1 -6907.26 12030.7 49294.2 -11947.6 -7894.38 -3443.71
internal_weight=0 1.99933e+06 16186 2.07448e+06 94317 83734 71602 30176 7768 7740 22408 245 10583 5317 12132 1203 1.98016e+06 30384 30197 7082 45 23115 22160 41426 6508 1368 546 5140 10143 7308
internal_count=4073804 1999329 16186 2074475 94317 83734 71602 30176 7768 7740 22408 245 10583 5317 12132 1203 1980158 30384 30197 7082 45 23115 22160 41426 6508 1368 546 5140 10143 7308
is_linear=0
shrinkage=0.1


Tree=1342
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 0 7 1 1 1 6 0 1 6 0 5 1 1 6 6 1 2 1 1 6 6 2 0 5 0
split_gain=3.52249e+12 1.93007e+13 6.50895e+13 1.02741e+14 8.55541e+13 6.33913e+13 8.87732e+13 5.71797e+13 6.43109e+13 6.30033e+13 6.15124e+13 7.24858e+13 5.43276e+13 7.60361e+13 7.5898e+13 5.16357e+13 4.94061e+13 1.10713e+14 7.69347e+13 4.62697e+13 6.45577e+13 5.12037e+13 5.71604e+13 4.97449e+13 4.16224e+13 6.19787e+13 5.52447e+13 8.89256e+13 5.95097e+13 6.94278e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 97.020000000000024 55.910578700000009 6.0000000000000009 82.966990000000024 82.825258850000026 82.886781200000016 60.305000000000007 55.046782850000007 83.117716000000016 52.610000000000007 55.050541250000002 2.5000000000000004 63.728898350000001 65.559704250000024 110.01500000000001 142.05000000000004 37.503969450000007 2632.5000000000005 30.370944000000005 37.755233900000007 66.010000000000005 44.820000000000007 2632.5000000000005 55.462387050000011 2.5000000000000004 59.764576050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 16 -10 15 -12 13 -9 -15 -11 -4 -18 -19 24 21 -21 -23 -22 25 -2 27 -26 29 -28
right_child=1 -3 7 4 -6 6 -8 12 9 10 11 -13 -14 14 -16 -17 17 18 -20 20 23 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=374.85210799433133 -1416.7966699729145 17.626863097952079 -3617.0828843648874 -6633.1908186892251 -173788.66458007813 77674.47276875125 15014.633895789644 1331.3484050367288 -48462.426866401802 -14773.812585021071 28793.452466442559 -20670.703389111604 -2015.5107478559964 28980.696261379613 -35881.783097496809 -57885.325696059728 34907.563792746216 -5571.5409637711928 186722.67812500001 -69882.831519886371 222080.11380208336 18704.58680489544 151453.01433699325 36748.938225446429 -69211.242563719919 9587.7013479927555 1209.8761674138427 -10205.843795398368 5379.5948902637438 -37745.246643953367
leaf_weight=236154 11510 3715317 69290 282 20 472 434 3860 527 1757 667 533 8958 2267 196 330 1095 2253 21 55 30 263 37 28 311 9216 1048 1429 4632 812
leaf_count=236154 11510 3715317 69290 282 20 472 434 3860 527 1757 667 533 8958 2267 196 330 1095 2253 21 55 30 263 37 28 311 9216 1048 1429 4632 812
internal_value=0 -23.0669 -1258.96 2736.66 31318.2 34771.2 47658.6 -2590.59 -3706.5 -16363.8 -11217.5 6823.12 2993.94 10091 23819.1 -21590.7 -3042.09 8783.7 -3795.74 1561.13 34796.3 18815.5 35076.9 132610 1087.13 3476.45 -4928.54 -20752.2 -687.447 -15796.3
internal_weight=0 3.83765e+06 122333 30579 1208 1188 906 91754 76473 3814 3287 1200 15281 6323 2463 2087 72659 3369 2274 29371 413 355 300 58 28958 20726 8232 1740 6492 1860
internal_count=4073804 3837650 122333 30579 1208 1188 906 91754 76473 3814 3287 1200 15281 6323 2463 2087 72659 3369 2274 29371 413 355 300 58 28958 20726 8232 1740 6492 1860
is_linear=0
shrinkage=0.1


Tree=1343
num_leaves=31
num_cat=0
split_feature=0 0 4 6 1 4 1 1 7 6 1 0 7 1 6 4 5 0 6 1 4 0 4 4 6 5 1 0 6 4
split_gain=3.68386e+12 6.68708e+13 1.15578e+14 1.20334e+14 1.71715e+14 2.0906e+14 1.73343e+14 1.62305e+14 1.80091e+14 1.29163e+14 2.7931e+14 1.48067e+14 1.20419e+14 1.61789e+14 1.53538e+14 1.48933e+14 1.29143e+14 1.39288e+14 1.12682e+14 1.1268e+14 1.13871e+14 1.09167e+14 1.04371e+14 1.12235e+14 1.81654e+14 1.18796e+14 1.00629e+14 1.28587e+14 9.49831e+13 9.40129e+13
threshold=55.753967500000009 55.783232450000007 7.5000000000000009 46.010000000000012 37.475446350000006 8.5000000000000018 37.649344350000007 37.600779750000008 6.0000000000000009 54.990000000000002 37.618684050000006 55.768246800000007 6.0000000000000009 37.563506350000004 56.805000000000007 15.500000000000002 2.5000000000000004 55.775215600000003 50.010000000000012 52.380799750000001 5.5000000000000009 55.768246800000007 26.500000000000004 21.500000000000004 59.815000000000005 2.5000000000000004 38.166910000000009 55.775215600000003 71.030000000000015 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 19 -4 5 -5 7 12 9 18 11 -11 13 -6 -14 -15 -16 -18 -9 20 26 -7 23 29 -25 -26 27 -2 -27 -10
right_child=1 -3 3 4 6 21 -8 8 22 10 -12 -13 14 15 16 -17 17 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=74.666754243561797 22613.149160210203 14.217881291205913 436.50093695046354 -86923.300971502598 -47689.421579434013 54304.512248839907 -8210.6620216854008 -51379.365886801861 -70987.745251720597 -442396.277 -20958.582916754647 -90822.53641304349 -41292.676984021899 60663.185380819836 45424.546788930085 -186702.66017795142 66201.889525946259 -65341.540818084606 81473.272626560545 28028.583877847876 26056.498286359958 8446.5067429556038 62292.863797169812 -208641.01039368875 98163.192109375013 -278415.24752604164 -7236.2951965294988 -25212.138750006889 -21587.519357638888 103493.54477539063
leaf_weight=2520097 2715 1490295 18545 193 1410 713 20130 94 883 25 481 23 531 247 826 27 116 263 199 1733 1623 1909 53 153 40 24 9679 709 36 32
leaf_count=2520097 2715 1490295 18545 193 1410 713 20130 94 883 25 481 23 531 247 826 27 116 263 199 1733 1623 1909 53 153 40 24 9679 709 36 32
internal_value=0 -121.109 -3301.52 -5829.21 -9919.52 13523 -12498 -28295.9 -50597.1 -14411.7 -43912.9 -273934 -14973.8 -34025.7 3507.41 36287.7 23249.2 -25080.2 38851.6 3909.25 1070.82 20916.7 -74957.8 -81185.8 -140137 -35325.9 -2024.03 12710.1 -124319 -64885.7
internal_weight=0 1.55371e+06 63412 46953 28408 2815 25593 5463 2043 822 529 48 3420 1684 1736 274 1205 379 293 16459 14726 2622 1221 1168 253 100 13103 3424 60 915
internal_count=4073804 1553707 63412 46953 28408 2815 25593 5463 2043 822 529 48 3420 1684 1736 274 1205 379 293 16459 14726 2622 1221 1168 253 100 13103 3424 60 915
is_linear=0
shrinkage=0.1


Tree=1344
num_leaves=31
num_cat=0
split_feature=1 1 1 2 4 0 0 4 6 4 6 7 3 0 4 1 4 1 0 1 6 6 5 0 1 4 1 0 0 0
split_gain=3.45428e+12 6.28797e+13 5.3213e+13 7.80659e+13 4.99808e+13 6.54784e+13 1.30713e+14 8.89204e+13 8.47299e+13 7.79709e+13 4.61593e+13 6.95972e+13 6.55081e+13 7.48914e+13 5.27253e+13 9.95342e+13 5.27224e+13 7.56449e+13 4.73865e+13 5.71709e+13 4.28292e+13 4.21089e+13 4.0814e+13 4.04652e+13 4.04333e+13 8.28986e+13 7.41788e+13 1.11151e+14 7.01584e+13 6.88603e+13
threshold=50.298521650000005 49.692247900000005 52.061190950000004 3062.5000000000005 3.5000000000000004 55.685785750000008 55.633951400000008 8.5000000000000018 128.05000000000004 13.500000000000002 54.010000000000012 6.0000000000000009 1.5000000000000002 53.175387700000009 20.500000000000004 50.136929700000003 24.500000000000004 50.136929700000003 53.356310450000002 50.213874250000011 66.010000000000005 116.05000000000001 1.5000000000000002 53.175387700000009 49.230435000000007 11.500000000000002 49.111590500000005 55.633951400000008 55.910578700000009 55.390026600000006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 -7 -6 -8 -3 12 -12 21 15 23 18 -18 19 22 -16 -14 -15 -13 26 -26 -1 -28 -29 -27
right_child=2 10 -4 -5 5 7 9 -9 -10 -11 11 14 13 16 20 -17 17 -19 -20 -21 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-40.291912584252927 7416.513783347169 1162.8144413562804 -32.001472466087868 -759.88619176726172 -19866.097336763065 -13362.124758874104 10498.732974954319 -49267.711667904659 -159607.83384232956 -92841.140556152342 -7521.3691622071192 -14583.512849934898 -3564.5568857675894 -10832.986033519155 11066.305844343706 -12946.46314688325 147855.0730629281 26775.3002807964 -16327.086637954368 6711.4033084291386 -20751.44330658442 -129418.83518518519 24625.673015582262 41120.352211069549 -573.97404304031022 -29680.681603523582 -31246.716557827331 4054.3560991782856 -76613.57677250616 -7381.5824600991828
leaf_weight=2339440 1250 27710 1560504 21835 3127 1978 2755 1059 44 75 1666 156 1730 343 550 1024 73 176 442 3422 1833 27 6055 795 23837 1779 912 62849 108 6250
leaf_count=2339440 1250 27710 1560504 21835 3127 1978 2755 1059 44 75 1666 156 1730 343 550 1024 73 176 442 3422 1833 27 6055 795 23837 1779 912 62849 108 6250
internal_value=0 73.7746 -114.935 -4143.74 -11325.5 -13917.7 -7862.54 -25882.4 -21805.1 7760.04 3736.49 7635.27 11084.9 13611.6 -3394.32 8687.83 16806.1 62272.6 15702.8 17144.5 -13407.9 -5498.57 22724.7 31982.8 4.58357 -3534.13 51.5042 3413.88 3915.97 -12322.4
internal_weight=0 2.48118e+06 1.59263e+06 32123 10288 9038 6001 3037 3171 2830 46002 18292 13934 12268 4358 1975 10511 249 10262 9820 2383 1757 6398 951 2.43518e+06 31866 2.40331e+06 63869 62957 8029
internal_count=4073804 2481177 1592627 32123 10288 9038 6001 3037 3171 2830 46002 18292 13934 12268 4358 1975 10511 249 10262 9820 2383 1757 6398 951 2435175 31866 2403309 63869 62957 8029
is_linear=0
shrinkage=0.1


Tree=1345
num_leaves=31
num_cat=0
split_feature=3 4 6 3 6 6 1 1 1 6 0 1 6 1 0 0 0 1 2 1 0 2 6 0 4 5 2 6 1 5
split_gain=3.53218e+12 2.27237e+13 3.85846e+13 3.21166e+13 5.51059e+13 5.50621e+13 9.43767e+13 5.30035e+13 5.02901e+13 4.67225e+13 4.65417e+13 5.3873e+13 4.12467e+13 3.96298e+13 4.0369e+13 5.42038e+13 3.85256e+13 3.51438e+13 3.42793e+13 5.03487e+13 7.70393e+13 9.73776e+13 3.40478e+13 4.803e+13 3.25482e+13 3.99636e+13 3.20543e+13 3.20167e+13 5.34556e+13 4.08322e+13
threshold=4.5000000000000009 6.5000000000000009 30.705000000000002 5.5000000000000009 142.05000000000004 130.05000000000004 82.648284550000014 47.386825600000002 36.049731800000011 189.00000000000003 44.601833250000006 39.749243900000003 168.45000000000002 49.147669400000005 56.385857200000011 56.309668500000008 55.043091000000011 20.507515800000004 2882.5000000000005 49.195555600000006 56.838524800000009 6680.0000000000009 247.90000000000001 45.085557650000005 5.5000000000000009 4.5000000000000009 3999.0000000000005 122.65000000000002 38.927872750000006 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 17 10 7 -7 24 -9 11 -5 18 14 15 22 -15 -4 -10 26 21 -21 -14 -24 25 -6 -20 -12 -29 -30
right_child=1 -3 3 5 8 6 -8 9 12 -11 27 -13 13 16 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=98.603123116026708 2998.324392279927 19.598375897883894 -31281.45576630834 -46578.854653316448 139553.0407924107 29432.107006230632 125412.77643149772 -21390.151526988637 -15117.827943359374 -195861.93747070315 -4819.3258939029347 -7142.2802512963608 -54306.290235624547 -24700.743581352508 -148568.44698660713 107247.18362068966 45275.434740936624 -957.07806186938728 -146187.06980551861 83241.152425130218 -161523.74640213817 -73174.843205758429 75710.084099469866 -65755.471647135419 -15274.961864760315 14772.306390565815 -54002.44790736607 64900.751171875003 -170999.32686060856 -39749.190352182544
leaf_weight=1920388 21016 1940754 383 631 42 242 82 66 200 20 9939 768 254 141 28 29 178 177890 94 72 38 89 56 42 103 66 63 29 38 63
leaf_count=1920388 21016 1940754 383 631 42 242 82 66 200 20 9939 768 254 141 28 29 178 177890 94 72 38 89 56 42 103 66 63 29 38 63
internal_value=0 -87.933 -1069.26 -1515.32 -1182.56 -6551.48 29457.1 5468.24 -20301.5 -61965 -7838.84 -24929.6 -27736.5 -12073.2 -32678.5 -24161.7 14345.5 -1022.23 -48245.3 -66856.3 -33452.8 -3224.83 -34988 15082 24942.6 63298.1 -109196 -5464.23 -54769.6 -89130.4
internal_weight=0 2.15342e+06 212662 191646 179768 11878 410 328 1495 86 11468 1399 1284 728 409 381 319 178273 556 356 199 161 352 98 211 108 157 10069 130 101
internal_count=4073804 2153416 212662 191646 179768 11878 410 328 1495 86 11468 1399 1284 728 409 381 319 178273 556 356 199 161 352 98 211 108 157 10069 130 101
is_linear=0
shrinkage=0.1


Tree=1346
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 0 1 0 6 1 4 6 3 0 6 1 4 0 0 1 1 3 1 6 6 4 4 4 4 0
split_gain=3.58304e+12 2.41122e+13 4.21521e+13 8.76132e+13 4.76144e+13 2.80609e+14 2.08668e+14 1.46131e+14 1.28306e+14 1.20987e+14 7.5159e+13 1.0969e+14 1.61965e+14 9.35262e+13 9.64997e+13 7.23649e+13 7.55619e+13 7.27635e+13 1.25262e+14 1.0109e+14 1.12752e+14 2.10873e+14 1.9457e+14 1.38052e+14 1.36944e+14 1.21275e+14 8.65419e+13 1.03722e+14 8.32447e+13 9.06624e+13
threshold=45.073441650000007 46.010000000000012 45.015054600000006 38.893394150000006 39.023883200000007 45.053967500000006 39.033214400000013 45.067157700000003 82.905000000000015 39.029038350000008 21.500000000000004 103.03500000000001 20.500000000000004 45.029425500000009 94.02500000000002 38.948208550000011 14.500000000000002 45.053967500000006 45.036141150000006 38.977585500000011 38.97264950000001 9.5000000000000018 38.965413050000002 120.05000000000001 110.01500000000001 5.5000000000000009 8.5000000000000018 14.500000000000002 3.5000000000000004 45.029425500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -6 -10 -8 13 -13 14 -12 16 -5 18 28 20 21 24 -23 -24 -20 -22 -27 -28 -17 -30
right_child=-2 2 3 4 5 7 10 -9 9 -11 11 12 -14 -15 -16 17 -18 -19 19 -21 25 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-581.4833701436512 -33.748999948449502 -176.62281181992736 -30370.040728489166 -9040.9177990772459 21341.461189852027 -16236.027077749783 5042.8457883580486 2015.6562506317894 19384.889427763843 114938.17943087581 5063.1003412081118 -167919.11111235118 52261.170822704087 -33372.197003266549 129710.24160439312 -12350.32232097202 5197.5928899243272 9084.2634304575349 -10461.656524706765 4819.2338154376857 3021.5146088687179 -36183.174256356753 41612.570624644832 171938.25250614469 -96859.569887350081 -90668.328139211168 -1806.7443926313699 -46480.040176036266 9292.9580670816031 36908.209909790654
leaf_weight=196776 3606732 158314 812 7552 3230 11396 16835 7132 232 309 622 105 49 757 69 1440 7359 30729 2498 6498 1085 322 937 89 198 268 807 1460 7789 1403
leaf_count=196776 3606732 158314 812 7552 3230 11396 16835 7132 232 309 622 105 49 757 69 1440 7359 30729 2498 6498 1085 322 937 89 198 268 807 1460 7789 1403
internal_value=0 260.61 873.655 2358.48 2597.53 -123.77 7457.14 -9210.39 28890.5 73961.5 3073.28 -17624.3 -97861.7 -9090.81 17509.8 4171.42 -2013.81 5832.5 1802.35 -4356.25 -12135.8 -659.968 31633.9 52917.6 -16806.9 -24955.7 -36930.2 -30577.4 10005.7 13507.9
internal_weight=0 467072 270296 111982 111170 40736 22208 18528 3771 541 18437 1602 154 1448 691 70434 14911 55523 24794 14162 7664 4044 1348 1026 2696 3620 2535 2267 10632 9192
internal_count=4073804 467072 270296 111982 111170 40736 22208 18528 3771 541 18437 1602 154 1448 691 70434 14911 55523 24794 14162 7664 4044 1348 1026 2696 3620 2535 2267 10632 9192
is_linear=0
shrinkage=0.1


Tree=1347
num_leaves=31
num_cat=0
split_feature=4 5 3 1 6 1 0 6 2 0 0 0 1 1 1 6 2 0 0 0 6 1 5 1 1 6 6 6 1 0
split_gain=3.66676e+12 2.48859e+13 3.27274e+13 2.56764e+13 7.20205e+13 7.83476e+13 7.8089e+13 7.52212e+13 6.40563e+13 5.51056e+13 4.18409e+13 1.79648e+14 9.81334e+13 1.00147e+14 8.36382e+13 1.38214e+14 1.16536e+14 3.02987e+14 9.84385e+13 8.859e+13 1.34611e+14 1.31898e+14 1.20371e+14 1.91399e+14 1.12749e+14 8.08739e+13 7.12899e+13 1.39954e+14 7.05426e+13 7.91289e+13
threshold=5.5000000000000009 3.5000000000000004 10.500000000000002 38.430814800000007 64.015000000000015 38.109452700000006 46.323575350000006 118.04500000000002 1696.0000000000002 56.342669500000007 55.676890650000011 55.462387050000011 39.735861600000007 38.893394150000006 39.939672500000007 48.025000000000013 2911.0000000000005 56.067362750000008 56.288960650000007 55.812023600000011 63.705000000000005 52.061190950000004 2.5000000000000004 49.147669400000005 53.67029225000001 65.805000000000021 82.905000000000015 88.00500000000001 54.62357655000001 55.93962770000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 -8 11 -10 13 -12 15 -14 17 28 -19 20 21 -18 23 26 -23 -13 -22 -28 29 -16
right_child=-2 -3 -4 8 5 6 9 -9 10 -11 12 25 14 -15 16 -17 19 18 -20 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1757.1517411186135 -59.323217235993809 2514.8564553573538 122026.10330255682 -3860.0098284535788 -5380.2854830513743 -22802.052137435458 27878.08132053601 16778.186636223483 -292.64340677183071 -29535.54631029212 -1354.412270627482 -12409.230466506069 725.36092772432028 -20716.15565423224 -91765.964741190517 16648.966780545343 -428.0818551761875 3607.9942096960863 -6941.5530092154631 945.71800385762037 85102.563236631206 17607.37680761555 12835.303193541571 20320.279398750594 -35872.397653264423 -48403.508522988486 334026.63593750005 89541.313511782791 -17932.962341072605 -37024.891219280697
leaf_weight=194892 2928705 42894 22 45130 32417 466 1828 1608 526905 184 7894 7143 13438 4038 478 9171 17207 15569 20480 190198 290 7871 2010 609 415 684 38 61 569 590
leaf_count=194892 2928705 42894 22 45130 32417 466 1828 1608 526905 184 7894 7143 13438 4038 478 9171 17207 15569 20480 190198 290 7871 2010 609 415 684 38 61 569 590
internal_value=0 151.725 59.7602 57.3257 993.635 -3082.83 14084.3 -4333.09 -191.48 22627.5 9.03928 -516.039 974.151 -7906.77 1353.97 7184.53 839.808 -4296.1 -2385.37 1724.82 6924.09 4563.39 26931.1 55320.5 14928.9 -15554.8 110115 183384 -46373 -61525.1
internal_weight=0 1.1451e+06 1.1022e+06 1.10218e+06 231395 36503 2478 34025 870788 2012 825658 534732 290926 11932 278994 22609 256385 37686 36049 218699 28501 25493 3008 998 8286 7827 389 99 1637 1068
internal_count=4073804 1145099 1102205 1102183 231395 36503 2478 34025 870788 2012 825658 534732 290926 11932 278994 22609 256385 37686 36049 218699 28501 25493 3008 998 8286 7827 389 99 1637 1068
is_linear=0
shrinkage=0.1


Tree=1348
num_leaves=31
num_cat=0
split_feature=6 1 4 6 3 1 1 1 0 0 0 4 6 4 6 1 0 3 4 0 4 1 1 6 6 2 0 6 4 3
split_gain=3.90366e+12 2.00705e+13 3.12733e+13 3.9187e+13 3.2053e+13 2.09194e+13 3.76255e+13 5.77019e+13 5.10949e+13 9.37643e+13 1.2294e+14 1.22553e+14 1.06354e+14 6.38908e+13 4.52124e+13 4.74604e+13 3.52709e+13 3.58173e+13 3.33733e+13 3.89376e+13 1.51083e+14 8.57068e+13 7.70555e+13 5.172e+13 5.87792e+13 4.78239e+13 4.14849e+13 8.09276e+13 6.3473e+13 4.77909e+13
threshold=112.00500000000001 118.02765200000002 4.5000000000000009 149.05000000000004 5.5000000000000009 37.957884500000006 37.517483500000004 37.425454150000007 55.897267000000006 55.667390500000003 55.728148450000006 9.5000000000000018 149.05000000000004 24.500000000000004 134.05000000000004 37.475446350000006 55.161746650000005 6.5000000000000009 4.5000000000000009 55.850146250000009 8.5000000000000018 37.649344350000007 37.600779750000008 156.15000000000003 128.05000000000004 75.000000000000014 55.93962770000001 134.05000000000004 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 5 -3 4 -4 6 7 -2 9 16 -11 12 -12 -13 15 -15 17 -9 -8 -20 22 25 -21 24 -24 -22 27 28 -23 -29
right_child=1 2 3 -5 -6 -7 18 8 -10 10 11 13 -14 14 -16 -17 -18 -19 19 20 21 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=12.79872158497953 1532.2440465375255 -34823.116418185768 169966.55020559212 -21115.935980902781 37328.044460100449 -1835.0432851204623 -18234.664122620623 5078.0369932432441 41944.419680578059 -323119.86046875 -171962.69521028036 136313.3779296875 46951.049832589284 9749.6979687500007 70125.804062499999 -205495.34321056551 15443.052827928048 -135027.57447916668 8994.4331606014566 3462.4984975961543 58920.221003125007 -51402.806489475523 136611.01125000001 90772.869846754824 362796.08275462966 215824.43179347829 -58216.406273756118 234214.97146661935 49324.770987642733 50718.750156250004
leaf_weight=4005334 13517 45 38 36 35 51370 307 37 88 20 107 32 28 20 25 21 238 36 1791 26 125 157 20 26 27 23 109 22 104 40
leaf_count=4005334 13517 45 38 36 35 51370 307 37 88 20 107 32 28 20 25 21 238 36 1791 26 125 157 20 26 27 23 109 22 104 40
internal_value=0 -748.695 35311.7 64266.4 106373 -829.984 2216.75 130.692 -28925.7 -39983.5 -85189.8 -64766.6 -126558 20354.7 -35867.6 -100498 -3207.91 -64015.1 12860.4 16725.2 37116.7 17628.3 151291 203943 266547 83304 -4871.7 13130.1 -11266.1 115830
internal_weight=0 68470 154 109 73 68316 16946 14169 652 564 253 233 135 98 66 41 311 73 2777 2470 679 580 99 73 47 148 432 323 261 62
internal_count=4073804 68470 154 109 73 68316 16946 14169 652 564 253 233 135 98 66 41 311 73 2777 2470 679 580 99 73 47 148 432 323 261 62
is_linear=0
shrinkage=0.1


Tree=1349
num_leaves=31
num_cat=0
split_feature=4 1 1 6 6 3 6 1 4 0 1 6 6 6 6 1 1 5 1 0 1 6 1 2 4 6 5 1 1 1
split_gain=3.6367e+12 1.87609e+13 2.32253e+13 2.47825e+13 3.30377e+13 1.92943e+13 2.57732e+13 2.69993e+13 7.47208e+13 8.51989e+13 6.21331e+13 5.98254e+13 3.38206e+13 5.9326e+13 4.07441e+13 3.17143e+13 2.56288e+13 3.00048e+13 2.6613e+13 3.81721e+13 6.56718e+13 2.78246e+13 3.93452e+13 6.30213e+13 6.10017e+13 2.30631e+13 2.17594e+13 3.70729e+13 4.22724e+13 3.65878e+13
threshold=3.5000000000000004 82.901648750000021 82.886781200000016 85.020000000000024 65.410000000000011 1.5000000000000002 90.045000000000016 36.865631950000008 2.5000000000000004 59.838047850000002 30.315889700000003 114.05000000000001 97.020000000000024 103.03500000000001 130.05000000000004 34.382014200000008 37.843405600000004 4.5000000000000009 41.966773150000002 43.687280500000007 39.777866350000004 168.45000000000002 47.899251850000006 5444.0000000000009 2.5000000000000004 118.04500000000002 4.5000000000000009 53.187400150000009 39.004719500000007 39.908802000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 15 12 -11 -12 -10 -14 -15 -8 17 -9 19 20 -18 -20 -23 24 -24 -7 -27 28 -28 -30
right_child=-2 -3 3 -5 -6 25 7 16 9 10 11 -13 13 14 -16 -17 18 -19 21 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=1440.0913365088666 -23.437891515823708 -2001.3152964174865 18217.077007121869 -90906.901562500003 148658.23761718752 4.8195029514453225 -38621.139198931531 -8607.9792182492001 62538.814602179278 106377.84371093749 -95698.094099786947 81803.46875 320061.38571428577 30548.284335937504 217143.33011363639 51368.636780894885 29637.860259433965 -104692.52131410257 -6537.6308951838391 16166.60167235767 235165.81470170454 -15980.995882539974 63817.2738683364 -38445.054744944857 257152.4250325521 -16533.101376163202 -9318.4116979283972 -64461.275982306994 101502.28387064874 18153.365004450159
leaf_weight=86060 3837650 29000 666 20 20 115086 136 195 38 50 55 29 21 25 22 55 53 39 1052 1088 22 86 51 34 24 1589 333 68 79 158
leaf_count=86060 3837650 29000 666 20 20 115086 136 195 38 50 55 29 21 25 22 55 53 39 1052 1088 22 86 51 34 24 1589 333 68 79 158
internal_value=0 380.88 714.37 18821 22020 652.45 1761.52 10757.3 33965.7 71110.1 18117.9 -34417.8 138100 180326 117891 -12707.9 6974.06 -24622.1 10041.9 20923.2 89926.1 -106.452 34588.9 74488.1 125685 -190.226 -10269.7 5329.96 13655.9 45936.3
internal_weight=0 236154 207154 706 686 206448 89135 3075 431 240 134 84 106 68 47 191 2644 234 2410 1163 75 1247 195 109 75 117313 2227 638 570 237
internal_count=4073804 236154 207154 706 686 206448 89135 3075 431 240 134 84 106 68 47 191 2644 234 2410 1163 75 1247 195 109 75 117313 2227 638 570 237
is_linear=0
shrinkage=0.1


Tree=1350
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 6 4 1 1 1 1 3 0 4 1 0 1 1 0 6 3 4 3 4 0 0 0 5 1 4
split_gain=3.59542e+12 1.82619e+13 2.3677e+13 2.25675e+13 4.59481e+13 2.96805e+13 3.59434e+13 3.49854e+13 3.1687e+13 2.59601e+13 4.21573e+13 2.54766e+13 2.59669e+13 2.41556e+13 3.14643e+13 2.28082e+13 6.80274e+13 8.74682e+13 2.02278e+14 1.62395e+14 1.24015e+14 6.26028e+13 8.17766e+13 5.44468e+13 3.34727e+13 3.2871e+13 3.22195e+13 4.84493e+13 3.07352e+13 8.39733e+13
threshold=41.505000000000003 40.015000000000008 36.500000000000007 43.687280500000007 43.550475500000012 40.905000000000008 10.500000000000002 40.024897700000004 39.763755750000009 39.718675700000013 39.703507450000011 4.5000000000000009 43.6005307 12.500000000000002 39.723160900000003 55.791814000000009 37.543519500000009 37.618684050000006 55.710673100000008 40.610000000000007 2.5000000000000004 8.5000000000000018 6.5000000000000009 17.500000000000004 55.595177750000005 55.050541250000002 55.60524465000001 1.5000000000000002 37.488790500000007 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 -3 13 7 9 11 10 -7 -8 -13 14 -6 16 24 18 26 -20 -21 -22 -23 -19 -5 -25 -18 -28 -26 -30
right_child=-2 2 -4 15 5 6 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 23 19 20 21 22 -24 25 28 -27 27 -29 29 -31
leaf_value=3.6325775679094008 -64.496390282764011 -3721.4200977066926 56268.190737680292 -3597.7213556475249 197785.97841796876 -16475.977123397435 -5111.0254971590912 131203.91885463169 -43120.32135416667 -19350.031827874143 142730.08456357761 177378.54058388158 67229.669012077487 -1393.8165364583335 63876.326340955369 2949.800332027924 20460.355149391802 1908.0088105655095 350654.31208333332 -112743.69953613282 290338.39431818185 -61889.504092261908 199160.6466517857 -1528.5216026956723 -12421.994870255903 -10761.424692441919 -94315.388782301685 19251.642068995785 -107805.48400065105 -13554.069177502701
leaf_weight=1158149 2768799 605 78 5468 28 39 22 21 21 218 29 38 49 24 47 44017 998 72403 30 24 22 21 28 14061 2633 5313 65 89 132 333
leaf_count=1158149 2768799 605 78 5468 28 39 22 21 21 218 29 38 49 24 47 44017 998 72403 30 24 22 21 28 14061 2633 5313 65 89 132 333
internal_value=0 136.841 1187.36 1158.09 15167 36486.9 25286.6 6624.05 69359 -2523.42 51420.7 91029.3 115341 85926.7 113869 1048.33 224.706 1009.71 27001.1 147824 83772.8 150201 87282 648.066 -8302.97 -4060.49 13890.9 -28682.5 -16607.8 -40309.3
internal_weight=0 1.305e+06 146856 146778 1141 536 437 307 130 286 68 109 87 99 75 145637 101620 93054 1277 125 95 71 49 91777 8566 19374 1152 154 3098 465
internal_count=4073804 1305005 146856 146778 1141 536 437 307 130 286 68 109 87 99 75 145637 101620 93054 1277 125 95 71 49 91777 8566 19374 1152 154 3098 465
is_linear=0
shrinkage=0.1


Tree=1351
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 1 1 1 1 1 6 5 6 6 7 4 3 6 6 4 6 6 4 5 1 7 3 4 1
split_gain=3.73685e+12 6.61014e+13 8.92921e+13 2.43878e+14 2.06901e+14 1.4864e+14 1.38476e+14 1.61818e+14 1.48028e+14 1.16135e+14 2.01172e+14 1.03691e+14 8.81417e+13 1.11793e+14 6.91771e+13 6.06092e+13 1.08833e+14 7.03114e+13 6.97599e+13 2.29949e+14 5.46069e+13 7.04392e+13 5.34922e+13 4.91101e+13 5.36867e+13 4.74599e+13 7.87296e+13 7.90159e+13 6.36473e+13 4.6047e+13
threshold=55.81943720000001 55.812023600000011 37.442254400000003 37.425454150000007 37.488790500000007 23.500000000000004 49.095306150000006 37.503969450000007 49.111590500000005 49.030112300000006 49.111590500000005 53.995000000000012 3.5000000000000004 106.49500000000002 55.805000000000007 6.0000000000000009 9.5000000000000018 5.5000000000000009 55.805000000000007 57.995000000000012 22.500000000000004 110.01500000000001 149.05000000000004 20.500000000000004 1.5000000000000002 37.702956500000006 6.0000000000000009 15.500000000000002 20.500000000000004 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 7 -6 -8 -7 14 -4 13 -3 -11 16 17 22 -19 -20 21 -15 -10 24 -18 26 29 -28 -27 -9
right_child=-2 2 4 -5 5 9 8 25 15 10 -12 -13 -14 20 -16 -17 23 18 19 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=30.929757116233471 -132.75778449873459 14784.149723304588 -21902.494275632678 123383.02339628729 91058.986201343199 28765.864993456024 84884.021440491502 -10766.576457211908 7357.4001275592091 130677.80652173914 18594.634565033786 -101987.75491414554 109271.20879737368 -233548.59210526315 352697.78506944445 -9838.3329265667417 26608.745290224935 21124.710986946204 -250909.83928571429 17672.657011454816 -2043.9939283288045 -28569.589322916669 148256.3146763393 2246.5211010386643 79715.416990797865 -4643.9838764038514 -159175.90556891027 25416.73046875 77038.067677794781 -72458.542857975743
leaf_weight=2663600 1394478 2867 468 218 171 970 316 1246 715 23 74 247 94 38 36 837 331 79 56 74 46 30 28 206 448 5766 78 33 97 134
leaf_count=2663600 1394478 2867 468 218 171 970 316 1246 715 23 74 247 94 38 36 837 331 79 56 74 46 30 28 206 448 5766 78 33 97 134
internal_value=0 69.0949 6533.34 21175 2655.36 5841.91 2211.38 -5107.64 20035.2 40781.1 128411 -49568.3 13929 10922.6 266148 12648 22364.6 -1746.43 -52987.2 -98024.4 -86192.6 -143117 12667.2 45667.8 57150.2 -7343.77 -23274 -104297 -3292.6 -16757
internal_weight=0 2.67933e+06 15726 3293 12433 11718 10615 7525 3090 1103 133 715 3075 2981 59 2774 1937 952 209 130 114 68 743 985 779 7354 1491 111 5863 1380
internal_count=4073804 2679326 15726 3293 12433 11718 10615 7525 3090 1103 133 715 3075 2981 59 2774 1937 952 209 130 114 68 743 985 779 7354 1491 111 5863 1380
is_linear=0
shrinkage=0.1


Tree=1352
num_leaves=31
num_cat=0
split_feature=0 0 6 2 7 6 5 1 1 6 0 5 1 1 4 5 1 1 4 0 1 1 4 4 4 7 0 1 1 4
split_gain=3.4305e+12 5.71654e+13 8.38892e+13 7.58759e+13 1.33667e+14 1.51147e+14 1.13475e+14 7.48471e+13 2.1545e+14 1.33402e+14 8.76227e+13 7.22612e+13 7.18337e+13 1.60685e+14 6.88611e+13 1.32498e+14 8.17296e+13 1.31141e+14 7.04037e+13 6.6442e+13 3.26841e+14 6.77552e+14 6.16078e+14 2.62152e+14 3.16776e+14 2.50237e+14 2.23352e+14 1.52235e+14 1.64332e+14 2.63975e+14
threshold=55.753967500000009 55.728148450000006 70.00500000000001 75.000000000000014 6.0000000000000009 86.920000000000016 2.5000000000000004 37.682335600000009 37.543519500000009 101.02000000000002 55.743464250000009 3.5000000000000004 37.897576350000001 37.331232350000008 24.500000000000004 2.5000000000000004 37.843405600000004 37.780517050000007 11.500000000000002 55.702806750000008 37.543519500000009 37.631035900000008 18.500000000000004 8.5000000000000018 23.500000000000004 6.0000000000000009 55.721784200000009 37.729575300000008 37.682335600000009 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 19 -3 4 5 11 -7 8 10 -10 -8 14 13 -5 16 -16 17 -4 -19 -1 23 22 25 -21 -25 26 -22 28 29 -23
right_child=-2 2 3 12 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=64.560630989884586 -116.86994837985092 1466.1699096686461 4952.4704588617442 13904.12105441442 16620.365968143935 -251018.015625 103940.45753439199 -7877.3526243397901 -113210.13357928242 -363847.05409598217 -122998.50150462965 -85892.353605769225 13881.528682101052 105583.53080818965 -311275.88828125002 44358.092329545456 -47491.630957238151 -34659.604202403192 162070.44681214081 10469.149526089988 38892.805279148939 -27441.42937760835 -308910.5957122093 -39216.293950363251 13714.02846374074 206507.47512535329 129506.2835258484 127.51770850475701 -42516.565278748225 37646.505774318146
leaf_weight=2403633 1553707 59433 857 561 2193 35 46 142 54 35 27 104 5386 290 20 22 236 23 87 2149 1043 1711 43 5986 1394 132 368 31267 1840 980
leaf_count=2403633 1553707 59433 857 561 2193 35 46 142 54 35 27 104 5386 290 20 22 236 23 87 2149 1043 1711 43 5986 1394 132 368 31267 1840 980
internal_value=0 72.0534 2899.13 11316.3 338.395 -20814.7 -80507.1 -60875.9 -107331 -211775 20004.1 -5814.12 18147.4 45146.2 875.149 -124991 5269.49 18146 120936 -8.18425 -3735.34 478.741 64438.4 -20267.9 -29218.3 74842.8 62525.5 -2354.94 -19485.6 -3737.91
internal_weight=0 2.5201e+06 69551 10118 3881 1688 339 304 162 89 73 1349 6237 851 1245 42 1203 967 110 2.45055e+06 46913 37384 1586 9529 7380 1543 1411 35798 4531 2691
internal_count=4073804 2520097 69551 10118 3881 1688 339 304 162 89 73 1349 6237 851 1245 42 1203 967 110 2450546 46913 37384 1586 9529 7380 1543 1411 35798 4531 2691
is_linear=0
shrinkage=0.1


Tree=1353
num_leaves=31
num_cat=0
split_feature=2 1 6 6 5 4 0 0 7 1 4 0 0 1 0 0 4 6 6 4 1 6 4 6 7 6 6 1 7 1
split_gain=3.7033e+12 4.6502e+13 7.20274e+13 6.43938e+13 1.18899e+14 5.98253e+13 4.5437e+13 4.45468e+13 3.92407e+13 5.13874e+13 4.88713e+13 4.75302e+13 3.70633e+13 2.0244e+14 1.62732e+14 9.75142e+13 1.1996e+14 1.07222e+14 9.60286e+13 9.63444e+13 1.28289e+14 9.3063e+13 9.19167e+13 1.14732e+14 9.87084e+13 8.91818e+13 8.87739e+13 7.52002e+13 6.62283e+13 5.55429e+13
threshold=2599.0000000000005 36.865631950000008 156.15000000000003 52.330000000000005 2.5000000000000004 4.5000000000000009 51.307150200000002 55.520061350000013 6.0000000000000009 36.555998300000006 14.500000000000002 55.702806750000008 51.707269950000004 39.135518400000002 51.659529100000007 53.379556850000007 17.500000000000004 96.050000000000011 130.05000000000004 20.500000000000004 39.231261550000006 108.05000000000001 22.500000000000004 82.00500000000001 6.0000000000000009 142.05000000000004 70.00500000000001 39.366401150000009 6.0000000000000009 39.178027400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -1 11 -10 -11 -9 13 26 -15 16 21 29 19 -16 22 27 24 28 -21 -20 -8 -14 -24 -18
right_child=-2 6 -4 4 5 -7 12 8 9 10 -12 -13 15 14 18 -17 17 -19 25 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5397.2955183791519 -47.435443618585225 -12257.539515128257 100448.7148910985 -22676.201363475273 -23297.179924440385 3169.971692738658 -10759.257179153807 -23332.466237674424 41533.168562729195 -45718.161368587898 14650.532221795038 -3611.2845380224699 3246.7731965689941 849.11293365783933 10027.506415073507 393.30358370180488 -30521.395828877536 82627.895286852901 300590.22877319338 257165.67775493424 -32506.872692363413 -88671.751623335047 12276.415761672026 -128164.1322172619 67302.119993622458 65626.919517299102 -50677.132728064906 -16869.976706324538 51920.694420522253 -8242.7936186644874
leaf_weight=7596 3265512 2856 66 4445 1024 5145 3899 1524 396 197 420 6169 9086 22254 9996 722693 3107 99 20 38 269 122 627 42 98 84 650 2336 1285 1749
leaf_count=7596 3265512 2856 66 4445 1024 5145 3899 1524 396 197 420 6169 9086 22254 9996 722693 3107 99 20 38 269 122 627 42 98 84 650 2336 1285 1749
internal_value=0 191.64 -3889.92 -4145.77 -10207.5 -1223.34 332.594 -199.053 -5081.88 13419.4 -4624.4 -7518.09 378.785 3372.76 5972.16 219.761 -7381.81 -20396.9 15122.8 14317.4 32495.2 -1795.39 40861.4 35328.8 120352 110812 -16463.1 -867.456 38920.2 -22497.2
internal_weight=0 808292 26982 26916 10614 6169 781310 16302 8706 1013 617 7693 778454 39262 34713 739192 16499 4955 12459 12355 2359 11544 2090 1954 136 104 4549 11422 1912 4856
internal_count=4073804 808292 26982 26916 10614 6169 781310 16302 8706 1013 617 7693 778454 39262 34713 739192 16499 4955 12459 12355 2359 11544 2090 1954 136 104 4549 11422 1912 4856
is_linear=0
shrinkage=0.1


Tree=1354
num_leaves=31
num_cat=0
split_feature=6 6 0 0 0 1 3 6 3 0 1 1 1 4 4 1 0 3 3 0 4 3 4 3 4 2 0 0 1 3
split_gain=3.52493e+12 1.68111e+13 5.25545e+13 4.12443e+13 3.80654e+13 7.96451e+13 1.67291e+14 5.49832e+13 5.27637e+13 8.95398e+13 5.08804e+13 4.81085e+13 3.79281e+13 5.44243e+13 5.1033e+13 6.14306e+13 4.44384e+13 3.83506e+13 3.61768e+13 5.14398e+13 3.49731e+13 3.4364e+13 3.42691e+13 8.31999e+13 3.27791e+13 5.33937e+13 3.83551e+13 5.11086e+13 4.78187e+13 5.73109e+13
threshold=88.825000000000003 84.810000000000016 54.942865800000007 54.94613300000001 53.715816400000008 82.962856350000024 8.5000000000000018 86.920000000000016 7.5000000000000009 54.73499850000001 55.90712030000001 38.066230450000006 30.315889700000003 5.5000000000000009 8.5000000000000018 30.260128500000004 59.905532300000012 5.5000000000000009 1.5000000000000002 54.945424150000001 37.500000000000007 9.5000000000000018 2.5000000000000004 1.5000000000000002 5.5000000000000009 75.000000000000014 55.783232450000007 55.801384500000005 37.631035900000008 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 18 -3 7 -7 8 9 22 -10 -11 13 -5 15 16 -15 -17 19 -4 24 -20 -6 -24 25 26 28 -28 -14 -30
right_child=-2 2 3 12 5 6 -8 -9 10 11 -12 -13 20 14 -16 17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-12.429062530670942 -385.75537345952853 3428.9711063325517 -13751.277394464567 -38896.36844061649 159995.71383928572 7147.4725137295318 98064.097835840759 -416.8027366437633 23894.687443261177 -77352.242750133169 103439.89678135702 3534.5894056205289 -25039.16298027664 34786.456312779017 -8648.0825860285677 -21824.767382198312 164490.42857812502 76399.258008733785 -544.37766631416991 -70962.224831369531 -130817.215 -19066.239004149378 -79637.782476215973 42732.432888525851 899.39439667241663 12095.93025670826 88097.777425986846 -103424.65625 -286833.72957031254 -57628.670247395843
leaf_weight=3745702 223862 15453 1113 528 21 542 323 2701 179 132 146 166 61 56 2579 159 50 53 5937 183 20 1205 62 535 67775 4157 38 22 20 24
leaf_count=3745702 223862 15453 1113 528 21 542 323 2701 179 132 146 166 61 56 2579 159 50 53 5937 183 20 1205 62 535 67775 4157 38 22 20 24
internal_value=0 22.4305 1275.05 172.195 5846.52 13618.2 41096.7 7588.55 25012 12729.8 59628.8 -32294.5 912.857 -9369.08 -3987.51 33810 95967.6 2731.24 -6458.65 -21829.7 1401.17 -3669.39 34440.5 30024 1437.85 9881.54 -45907.7 17872.9 -82353.8 -161813
internal_weight=0 3.84994e+06 104240 83980 20260 4807 865 3942 1241 916 325 298 75542 3425 2897 318 106 212 8438 1296 72117 7142 618 597 72097 4322 165 60 105 44
internal_count=4073804 3849942 104240 83980 20260 4807 865 3942 1241 916 325 298 75542 3425 2897 318 106 212 8438 1296 72117 7142 618 597 72097 4322 165 60 105 44
is_linear=0
shrinkage=0.1


Tree=1355
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 6 3 3 5 4 1 0 0 0 1 2 1 4 0 0 0 0 1 0 6 0 1 0 0 4
split_gain=3.52786e+12 2.19373e+13 4.03055e+13 2.62936e+13 2.31755e+13 2.20712e+13 5.41438e+13 3.30319e+13 4.62129e+13 2.32547e+13 1.96671e+13 2.21341e+14 1.31571e+14 2.25672e+14 1.08639e+14 1.07132e+14 3.19672e+14 5.54241e+14 2.2421e+14 1.88497e+14 1.89784e+14 1.79634e+14 1.64995e+14 2.78074e+14 1.72535e+14 1.56957e+14 1.54328e+14 2.82575e+14 1.39779e+14 1.41094e+14
threshold=37.649344350000007 61.78914120000001 34.382014200000008 72.50500000000001 63.565651350000003 85.020000000000024 2.5000000000000004 3.5000000000000004 3.5000000000000004 13.500000000000002 37.978059650000013 56.041614100000011 55.660117850000006 55.812023600000011 37.957884500000006 75.000000000000014 37.873748150000004 18.500000000000004 55.775215600000003 55.710673100000008 55.79439725000001 55.667390500000003 37.957884500000006 55.768246800000007 75.605000000000004 55.783232450000007 37.897576350000001 55.702806750000008 55.783232450000007 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 5 4 -4 9 -7 8 -8 -3 11 12 14 15 -2 28 17 18 -17 21 22 -18 23 -21 -24 -20 27 -23 -14 -30
right_child=10 2 3 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 19 -19 25 20 -22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=223.40614257868029 -3171.791222016856 -5120.8151473794005 -38475.969915033529 -104122.36617005814 204.61108643539308 -42745.275917968749 217166.06388221157 30949.646584968283 14976.536015625003 42392.734890252977 24.328401930959487 -26745.376676971257 -576.57692474948635 -3562.0193043290028 -25893.142344874021 57591.055018447543 -21908.522393595063 2416.425692466712 -46149.050074205457 26604.069011512896 15899.966620432046 13900.022022328441 -23509.694197336361 -34157.600274012817 -92588.38883618165 30792.835896220648 18208.241780465611 -35860.987335545935 -5497.8548492008504 20841.35237417763
leaf_weight=856410 83116 5433 397 43 254 80 26 133 20 105 2956684 3269 52735 64044 2159 3992 1786 6667 358 1747 2282 3395 3763 1324 400 1022 10970 1719 2957 6514
leaf_count=856410 83116 5433 397 43 254 80 26 133 20 105 2956684 3269 52735 64044 2159 3992 1786 6667 358 1747 2282 3395 3763 1324 400 1022 10970 1719 2957 6514
internal_value=0 179.51 -5612.06 -28386.5 -23384 -2885.57 25646.8 56213.1 129258 -4219.96 -48.2417 -892.265 -555.49 1087.25 -3747.05 4017.04 8095.32 21676.4 45579.4 2125 -9244.01 8179.15 -17175.8 407.895 -30147.1 10832.5 11520.1 -2826.45 1432.3 12617.8
internal_weight=0 862901 6491 694 651 5797 259 179 46 5538 3.2109e+06 254219 250950 165675 85275 101631 39425 12039 5372 27386 9516 17870 7234 3071 4163 1380 16084 5114 62206 9471
internal_count=4073804 862901 6491 694 651 5797 259 179 46 5538 3210903 254219 250950 165675 85275 101631 39425 12039 5372 27386 9516 17870 7234 3071 4163 1380 16084 5114 62206 9471
is_linear=0
shrinkage=0.1


Tree=1356
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 6 1 4 6 6 4 5 3 6 5 4 6 4 0 0 5 6 1 0 0 0 6 6 1
split_gain=3.46073e+12 1.51871e+13 2.14012e+13 1.49666e+13 1.69937e+13 1.25988e+13 1.13992e+13 7.78934e+12 1.85424e+13 9.44121e+12 6.26182e+12 6.53296e+12 7.01594e+12 5.77896e+12 5.5149e+12 4.91575e+12 4.25084e+12 3.70443e+12 3.39847e+12 1.30393e+13 1.28406e+13 1.49881e+13 3.6357e+13 1.70299e+13 2.46195e+13 1.44474e+13 1.46107e+13 2.40558e+13 2.13715e+13 1.35613e+13
threshold=14143.500000000002 63.565651350000003 59.699368850000006 72.839788400000018 2.5000000000000004 52.610000000000007 57.995000000000012 65.64204770000002 8.5000000000000018 50.995000000000012 48.410000000000004 8.5000000000000018 2.5000000000000004 2.5000000000000004 54.010000000000012 2.5000000000000004 7.5000000000000009 42.205000000000005 2.5000000000000004 47.245981600000007 56.904718250000009 2.5000000000000004 59.025000000000013 107.59716050000002 51.707269950000004 57.174562350000009 57.205086850000008 74.015000000000015 99.050000000000011 65.64204770000002
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 16 17 10 9 -9 -3 12 -12 -7 -4 -15 -6 -2 19 -1 21 22 23 -21 -25 29 27 -27 -29 -22
right_child=1 3 14 4 5 13 -8 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 20 25 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1261.213621081728 -43257.850901442311 -802.09267051547192 -48769.575911458334 -40198.711243206526 -2486.9313839285714 127727.176875 70672.118154761905 -42290.475325520834 -88191.133674568962 36333.581696428577 44021.162792968753 40572.205384367415 -10105.348413387346 30152.231946331525 -115317.54242187501 93064.29908130788 48363.476146673391 4351.9766834605825 -16.716423029325846 1775.6522089224113 -11680.480871136915 4230.7243772372685 -11511.088434602858 23411.272088512076 -19059.114519846469 5897.7479378940752 -658.28849306800601 151744.60995244567 34508.368953450517 17827.390060317095
leaf_weight=29547 26 255 33 23 35 20 21 24 29 42 34 103 81 23 20 27 31 44 3960815 44295 1858 18457 2258 165 790 230 14277 23 48 170
leaf_count=29547 26 255 33 23 35 20 21 24 29 42 34 103 81 23 20 27 31 44 3960815 44295 1858 18457 2258 165 790 230 14277 23 48 170
internal_value=0 6302.72 -23367 12179.5 39298.3 52742.7 6053.82 4588.18 -21542.1 7743.02 9836.34 22280.4 5897.27 82296.9 -73882 64124.7 21397.4 -13331.7 -1.34784 541.581 1186.69 1812.37 872.835 1490.8 -11721.3 -1298.75 -198.613 21604.7 72486.3 -9206.94
internal_weight=0 871 144 727 159 136 91 568 95 66 473 218 115 70 53 50 66 70 4.07293e+06 112118 82571 65965 47508 45250 955 16606 14578 301 71 2028
internal_count=4073804 871 144 727 159 136 91 568 95 66 473 218 115 70 53 50 66 70 4072933 112118 82571 65965 47508 45250 955 16606 14578 301 71 2028
is_linear=0
shrinkage=0.1


Tree=1357
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 4 1 4 6 6 6 1 3 3 5 6 0 6 1 1 1 6 4 4 0 4 0 4 6 1
split_gain=3.46636e+12 3.82411e+13 5.09675e+13 5.4073e+13 5.51988e+13 7.97584e+13 7.30138e+13 4.84323e+13 3.80547e+13 8.60013e+13 5.30799e+13 3.69241e+13 4.86509e+13 3.60169e+13 3.31333e+13 3.21037e+13 2.89468e+13 7.22616e+13 8.6162e+13 5.09945e+13 1.97468e+14 1.5065e+14 9.2282e+13 8.54524e+13 7.98107e+13 7.12987e+13 6.75019e+13 5.99202e+13 5.18154e+13 4.99089e+13
threshold=47.234875100000004 47.207933300000008 120.05000000000001 39.652459050000012 7.5000000000000009 6.5000000000000009 39.735861600000007 9.5000000000000018 189.00000000000003 168.45000000000002 149.05000000000004 39.735861600000007 5.5000000000000009 8.5000000000000018 4.5000000000000009 128.05000000000004 51.307150200000002 130.05000000000004 44.064675150000006 36.865631950000008 39.366401150000009 128.05000000000004 5.5000000000000009 13.500000000000002 50.596941950000009 13.500000000000002 50.556058150000005 18.500000000000004 82.905000000000015 44.064675150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 13 12 15 -6 -5 -9 17 19 -19 21 22 24 -21 -23 25 -2 29 -27 -29 -22
right_child=16 2 3 4 8 7 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 26 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-6.0716580004061562 2227.5369174215325 2476.092590511993 -71947.665320073356 -86786.914254557298 -100916.38088727678 173232.09835559479 154096.30299479168 109743.53479817708 -112636.8234375 201377.19587296198 -88561.498046875 169377.11340725806 133903.72975543479 37433.877114986186 32550.780622944079 -23353.632348962736 20.042829289708482 -43743.54263070914 49868.087328673253 -5912.659908126825 -1170.4578815495788 14158.490540081522 -25064.25186470892 262287.9223214286 12336.020880718939 -15826.349439905061 -15325.733106757018 3186.5699197972076 165249.40363051472 6055.9067514929538
leaf_weight=629661 14540 49679 49 60 21 62 24 24 25 23 54 31 46 181 38 74 3250391 715 114 5018 94477 23 5046 35 6181 3361 3137 47 34 10633
leaf_count=629661 14540 49679 49 60 21 62 24 24 25 23 54 31 46 181 38 74 3250391 715 114 5018 94477 23 5046 35 6181 3361 3137 47 34 10633
internal_value=0 206.066 2856.83 29422.2 36914.1 63466.2 -2229.29 97284.1 5558.3 16149.3 -492.317 70376.8 49064.2 23050.9 -40513.1 9241.59 -41.2922 -1431.93 -30870.5 -1260.7 -2116.54 2919.74 -15515.1 163892 2533.35 -836.154 -870.839 -13778.1 71212.9 -439.434
internal_weight=0 680052 50391 712 663 359 122 237 304 279 256 175 144 202 98 98 3.39375e+06 143361 829 142532 118311 24221 10064 58 24163 17982 108247 3442 81 105110
internal_count=4073804 680052 50391 712 663 359 122 237 304 279 256 175 144 202 98 98 3393752 143361 829 142532 118311 24221 10064 58 24163 17982 108247 3442 81 105110
is_linear=0
shrinkage=0.1


Tree=1358
num_leaves=31
num_cat=0
split_feature=0 5 0 1 1 4 6 7 1 1 1 1 0 1 0 7 1 0 3 0 1 1 6 1 4 4 1 3 0 7
split_gain=3.48009e+12 2.05921e+13 2.8685e+13 5.32868e+13 3.79757e+13 4.8262e+13 6.28476e+13 6.90856e+13 5.85329e+13 5.75365e+13 2.00594e+14 1.22123e+14 1.13778e+14 1.10555e+14 1.14232e+14 1.01902e+14 9.21505e+13 9.21524e+13 1.20509e+14 8.61599e+13 7.85361e+13 1.05073e+14 7.892e+13 7.25855e+13 8.63061e+13 6.22792e+13 6.06611e+13 5.58616e+13 9.31403e+13 5.92179e+13
threshold=45.073441650000007 1.5000000000000002 45.015054600000006 38.893394150000006 37.682335600000009 5.5000000000000009 85.020000000000024 6.0000000000000009 47.17130860000001 39.033214400000013 38.965413050000002 39.939672500000007 45.00849250000001 38.958307950000012 45.001720900000002 6.0000000000000009 39.908802000000009 43.550475500000012 5.5000000000000009 43.472751400000007 39.038055050000004 39.069277450000008 92.02500000000002 40.024897700000004 8.5000000000000018 13.500000000000002 39.038055050000004 17.500000000000004 43.550475500000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 13 12 16 14 -8 26 19 18 25 -11 22 -22 -21 24 -13 -18 -14 -23 -29 -30
right_child=-2 2 3 -5 5 6 9 -9 -10 11 -12 23 15 -15 -16 -17 17 -19 -20 20 21 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-533.66822497727071 -33.260629492041915 4473.8131928882813 -21020.338757668775 2260.6127503626553 1396.506468393095 -6576.9234367049785 -1559.198427851712 2773.3373536694162 5286.8398437699288 -74748.359052258005 -75548.64500756959 -265912.19105113641 -59188.808688446974 97612.078913163728 -235849.23169642861 -52226.71050200591 69140.513354733921 235671.64088541665 1192.8132844518443 224273.66884191177 -61807.805369003298 17354.707792775687 -4727.1944372106482 133.3659223470828 -27493.324681122453 204705.54234068628 80458.46088146478 166750.82745028409 -70771.261131850377 57196.510955255682
leaf_weight=193212 3606732 16781 992 110157 68035 43887 2305 12933 4594 123 398 22 33 113 21 74 101 27 244 34 200 2722 27 9126 49 51 542 22 203 44
leaf_count=193212 3606732 16781 992 110157 68035 43887 2305 12933 4594 123 398 22 33 113 21 74 101 27 244 34 200 2722 27 9126 49 51 542 22 203 44
internal_value=0 256.839 814.552 2052.83 -31.3247 -549.386 -2248.97 -3720.42 -5452.73 3234.2 -9723.29 5928.46 19534.1 1018.2 -3674.46 58228.8 12921.9 56920.5 44732.9 7407.46 10514.8 8366.2 122913 -650.228 -101370 114626 72443.9 13058.5 -30414.1 -47975.4
internal_weight=0 467072 273860 111149 162711 145930 77895 61414 48481 16481 2837 13644 4447 2439 2326 649 3798 423 396 3375 3252 3191 61 9197 71 152 575 2991 269 247
internal_count=4073804 467072 273860 111149 162711 145930 77895 61414 48481 16481 2837 13644 4447 2439 2326 649 3798 423 396 3375 3252 3191 61 9197 71 152 575 2991 269 247
is_linear=0
shrinkage=0.1


Tree=1359
num_leaves=31
num_cat=0
split_feature=6 1 0 0 1 7 6 4 1 0 1 6 3 5 4 6 1 4 4 5 6 4 6 6 3 6 0 4 0 1
split_gain=3.75932e+12 1.65373e+13 4.95377e+13 5.37979e+13 6.8573e+13 1.23755e+14 6.18423e+13 5.69436e+13 6.74613e+13 7.32429e+13 5.57747e+13 5.49975e+13 7.57814e+13 4.96703e+13 7.25731e+13 8.05342e+13 5.90006e+13 4.33934e+13 7.24477e+13 6.89567e+13 5.62371e+13 9.17938e+13 4.23405e+13 4.18731e+13 4.14453e+13 4.12734e+13 3.94939e+13 4.09949e+13 5.083e+13 6.64637e+13
threshold=88.825000000000003 37.804148700000006 54.707511300000007 50.596941950000009 36.049731800000011 6.0000000000000009 118.04500000000002 14.500000000000002 37.442254400000003 52.07762420000001 37.563506350000004 168.45000000000002 12.500000000000002 1.5000000000000002 11.500000000000002 98.020000000000024 30.362494150000003 22.500000000000004 18.500000000000004 3.5000000000000004 98.020000000000024 19.500000000000004 101.02000000000002 134.05000000000004 17.500000000000004 90.045000000000016 59.898927250000007 14.500000000000002 59.91832440000001 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 11 -10 23 12 -6 14 15 16 -4 18 22 20 25 -22 -2 -9 26 -20 -16 28 -28 -30
right_child=1 -3 13 4 7 -7 -8 10 9 -11 -12 -13 -14 -15 24 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=23.164217607731956 10041.621981013672 -936.25407047737644 88477.600593909447 -28391.474603855302 53546.257364665151 21172.675823076584 -134034.045377214 1044.2432401146079 -44006.828235554247 73796.950917227063 125335.71926978327 156527.09985937501 -122871.026546875 -484.7576066942712 -39918.080881308495 32786.804123263886 272578.17737268517 -58749.326793245302 155315.74637276787 -107891.59215856482 204008.42031250001 43802.237825520831 -8091.3878885924205 -96324.62028301887 128154.393046875 7039.6140735346044 82913.034296123806 43745.914857802971 56806.898080842395 -152159.61166666666
leaf_weight=3849942 2513 160862 49 230 935 802 73 265 159 79 31 50 25 53868 187 198 27 113 21 27 57 96 2641 53 25 177 26 205 23 45
leaf_count=3849942 2513 160862 49 230 935 802 73 265 159 79 31 50 25 53868 187 198 27 113 21 27 57 96 2641 53 25 177 26 205 23 45
internal_value=0 -398.374 975.029 8150.32 19754.3 602.68 -53843.3 33005.7 42991.3 -4903.89 -2702.22 54277.6 48952.1 -120.834 24852.2 66375.2 153882 2596.04 3849.12 46106 57952 103487 749.95 -15183.9 2587.49 22765.9 -3871.72 18672.3 -36009.4 -81479.8
internal_weight=0 223862 63000 8347 2702 1105 303 1597 1248 238 349 1010 960 54653 785 274 76 5645 5532 378 351 153 5154 318 511 198 486 299 94 68
internal_count=4073804 223862 63000 8347 2702 1105 303 1597 1248 238 349 1010 960 54653 785 274 76 5645 5532 378 351 153 5154 318 511 198 486 299 94 68
is_linear=0
shrinkage=0.1


Tree=1360
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 2 2 1 7 5 1 6 1 0 1 0 0 1 1 0 6 1 6 0 0 0 1 1 0
split_gain=3.4541e+12 2.89086e+13 1.00504e+14 8.20907e+13 9.21989e+13 8.02282e+13 2.97568e+14 1.7926e+14 2.13899e+14 2.41922e+14 3.22606e+14 1.5828e+14 1.12944e+14 1.11342e+14 1.03937e+14 1.15938e+14 1.84225e+14 1.57371e+14 9.42239e+13 1.16279e+14 1.20849e+14 9.37671e+13 9.54261e+13 8.01155e+13 1.78103e+14 7.82433e+13 9.44934e+13 7.7347e+13 7.58461e+13 9.74651e+13
threshold=18.500000000000004 17.500000000000004 82.961694200000011 72.839788400000018 54.980317700000008 55.579943700000008 75.000000000000014 915.50000000000011 37.503969450000007 6.0000000000000009 3.5000000000000004 37.563506350000004 34.905000000000008 37.374856000000008 55.649510000000014 37.873748150000004 55.840017500000009 55.850146250000009 37.534144550000008 37.586700500000006 55.685785750000008 105.00500000000001 37.46219940000001 95.045000000000016 59.882709350000006 56.228352100000002 56.520242650000007 65.593879100000024 37.978059650000013 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 9 21 13 -3 -10 -11 -14 16 18 -18 -16 -20 -21 22 -7 25 -25 -9 -27 -28 29 -17
right_child=-2 2 -4 4 -6 7 -8 23 12 10 -12 -13 14 -15 15 28 17 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-14.58055197138934 -230.4501232472218 -43317.870731213945 -4496.2742499600399 2327.2493069862921 25624.162325024728 -2072.1140860897935 1126.5273334023548 -6712.2067797366662 -50720.04111247015 119886.77404491013 406779.33645833336 112988.84217219567 -31278.121486720567 47493.176707205042 -63898.578364415327 -214166.30820312502 -50950.051876009122 22987.231335587152 147232.83565614076 17681.772641059029 84159.717288373271 164111.75455411588 82194.645704991053 9901.552092410715 -58551.476085844501 27605.018490810548 5393.1849430437433 -25648.981296047146 20031.536055767727 -23441.556691651174
leaf_weight=3403783 560858 1959 21455 3482 3317 933 40318 6004 301 332 30 67 484 590 62 28 375 1239 143 540 554 41 157 875 672 1875 21370 834 504 622
leaf_count=3403783 560858 1959 21455 3482 3317 933 40318 6004 301 332 30 67 484 590 62 28 375 1239 143 540 554 41 157 875 672 1875 21370 834 504 622
internal_value=0 36.7924 1638.64 3139.35 13693 2252.5 -752.648 5552.13 20112.5 46916.3 84061.7 -38148.8 8605.4 73561.2 12529.1 17742.5 28369.4 5808.49 56401.3 62430.8 51346.1 15649.7 10065.4 2359.71 -19833.7 3500.99 6047.61 4227.22 -9082.68 -31657.4
internal_weight=0 3.51295e+06 109163 87708 6799 80909 42344 38565 6935 2083 952 2026 4852 922 4551 4067 2913 1614 1299 1237 1094 1131 1090 31630 1547 30083 24079 22204 1154 650
internal_count=4073804 3512946 109163 87708 6799 80909 42344 38565 6935 2083 952 2026 4852 922 4551 4067 2913 1614 1299 1237 1094 1131 1090 31630 1547 30083 24079 22204 1154 650
is_linear=0
shrinkage=0.1


Tree=1361
num_leaves=31
num_cat=0
split_feature=6 6 4 3 6 1 0 0 0 0 4 0 6 1 1 4 4 5 2 4 0 4 6 0 1 0 0 0 3 4
split_gain=3.53672e+12 1.4399e+13 1.87747e+13 1.87427e+13 2.66883e+13 2.30431e+13 1.98786e+13 5.49766e+13 1.9856e+13 1.96055e+13 1.73274e+13 1.72695e+13 1.70454e+13 1.68131e+13 1.85659e+13 1.57746e+13 1.72533e+13 2.5381e+13 2.80954e+13 8.72982e+13 5.9155e+13 3.80124e+13 9.31495e+13 6.17452e+13 3.17892e+13 8.64185e+13 3.17025e+13 3.42243e+13 3.66069e+13 3.3234e+13
threshold=41.505000000000003 40.015000000000008 36.500000000000007 9.5000000000000018 41.285000000000004 39.069277450000008 55.696737300000009 55.60524465000001 59.856552950000008 59.933037250000005 34.500000000000007 55.660117850000006 41.285000000000004 82.970388650000018 82.968544750000021 5.5000000000000009 17.500000000000004 1.5000000000000002 75.000000000000014 7.5000000000000009 55.753967500000009 10.500000000000002 40.905000000000008 55.633951400000008 37.682335600000009 55.775215600000003 55.579943700000008 55.79439725000001 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 10 3 5 6 12 7 13 -6 -10 -1 -12 15 14 -5 -3 17 18 19 20 -17 22 26 -24 25 -25 -21 28 -28 -30
right_child=-2 2 -4 4 8 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=27.055700481104864 -63.967673696001924 2541.5973433131599 50116.829910356573 119.96700679086685 -3844.5161249528051 2715.9413323587851 3974.8565450779483 -19057.30690970592 -62113.63636152479 -13686.364010125239 -88538.356628024194 -12230.357401167599 5471.3852750806709 13905.58981826128 -31957.462256659837 28930.907683249083 2099.6728637367696 9253.6494309207628 -3799.3624700521937 -69647.275415426586 245670.51835937501 -11320.892395435125 28051.423951480265 -236683.39713541666 -53299.910054086533 -74155.538042698143 103559.23575846355 -68323.521900475549 37356.978149651091 -58919.391740056817
leaf_weight=1157433 2768799 7672 78 12865 11991 73813 12081 1589 108 370 31 685 4215 886 183 34 5426 1244 12228 63 20 1498 38 54 65 83 48 46 103 55
leaf_count=1157433 2768799 7672 78 12865 11991 73813 12081 1589 108 370 31 685 4215 886 183 34 5426 1244 12228 63 20 1498 38 54 65 83 48 46 103 55
internal_value=0 135.719 1068.54 1042.47 -801.49 1734.97 932.97 -1434.42 -4641.26 -24628.1 17.4353 -15534.2 -466.43 575.248 -329.923 -1339.18 -2756.62 -4448.02 -5637.06 -16302.1 109205 -19603.3 -41958.5 -88893.1 -110893 -138218 -6198.78 9663.35 27077.9 3843.05
internal_weight=0 1.305e+06 146856 146778 40073 106705 27604 15523 12469 478 1.15815e+06 716 32892 13934 13048 28677 21005 15579 14335 2107 54 2053 555 240 202 137 315 252 206 158
internal_count=4073804 1305005 146856 146778 40073 106705 27604 15523 12469 478 1158149 716 32892 13934 13048 28677 21005 15579 14335 2107 54 2053 555 240 202 137 315 252 206 158
is_linear=0
shrinkage=0.1


Tree=1362
num_leaves=31
num_cat=0
split_feature=2 1 6 6 5 4 0 0 4 0 4 0 0 1 0 4 6 2 0 1 4 6 6 3 6 3 5 4 1 6
split_gain=3.2838e+12 4.05251e+13 5.39896e+13 5.35494e+13 9.46043e+13 4.84694e+13 4.05885e+13 3.49607e+13 3.57511e+13 4.42332e+13 3.83711e+13 3.40847e+13 3.26859e+13 1.90549e+14 9.49855e+13 6.08808e+13 4.56534e+13 4.12956e+13 4.12798e+13 4.68462e+13 4.51768e+13 3.55915e+13 3.54441e+13 5.06561e+13 3.92947e+13 1.03886e+14 4.0589e+13 3.61909e+13 3.41826e+13 8.80456e+13
threshold=2599.0000000000005 36.865631950000008 156.15000000000003 52.330000000000005 2.5000000000000004 4.5000000000000009 53.341100000000004 55.633951400000008 12.500000000000002 55.193450100000007 18.500000000000004 55.649510000000014 57.892117950000006 49.111590500000005 56.904718250000009 5.5000000000000009 78.605000000000004 2421.5000000000005 56.838524800000009 53.252814850000007 6.5000000000000009 168.45000000000002 71.030000000000015 10.500000000000002 94.02500000000002 16.500000000000004 3.5000000000000004 9.5000000000000018 39.231261550000006 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 3 6 7 -6 -1 8 -5 -10 -11 -9 14 15 18 -14 -15 -18 28 20 -20 -19 -22 27 -25 26 -26 -24 -3 -30
right_child=-2 12 -4 4 5 -7 -8 11 9 10 -12 -13 13 16 -16 -17 17 21 19 -21 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=20068.960796513398 -44.668044042781595 382.28859294139221 86704.187144886368 -17513.824487756872 -21233.879755175116 2589.2423911095225 -1477.4283988827838 34251.944052049592 -49287.497237298747 -12989.503852384054 129496.14925595239 -13765.968732512323 -16491.058806553174 796.55985382914241 -15670.670520345951 87257.916246516121 -53234.616318359382 25868.78541921913 1256.127176588777 -1276.7498077905584 10003.401807845799 144600.40216346155 46194.703426730855 43083.231325365152 312944.73958333337 -57927.305831473219 132885.53912550406 6349.9779166833077 -731.21493442435155 -12972.392694381633
leaf_weight=927 3265512 688957 66 1586 1024 5145 15375 164 986 189 21 1499 67 8762 3735 363 65 872 5583 8477 6780 26 326 184 21 21 31 758 49617 6665
leaf_count=927 3265512 688957 66 1586 1024 5145 15375 164 986 189 21 1499 67 8762 3735 363 65 872 5583 8477 6780 26 326 184 21 21 31 758 49617 6665
internal_value=0 180.46 -3629.78 -3851.29 -9379.09 -1365.19 -252.21 -20501.2 -27358 -40412.3 1259.06 -9030.59 312.044 5948.41 237.821 71092.4 3068.01 23735.1 315.247 4566.43 8180.89 29306.4 12941.5 27796.3 67712.6 129792 205602 18332.8 188.716 -2180.83
internal_weight=0 808292 26982 26916 10614 6169 16302 4445 2782 1196 210 1663 781310 10155 771155 430 9725 963 767420 22181 13704 898 8121 1341 257 73 52 1084 745239 56282
internal_count=4073804 808292 26982 26916 10614 6169 16302 4445 2782 1196 210 1663 781310 10155 771155 430 9725 963 767420 22181 13704 898 8121 1341 257 73 52 1084 745239 56282
is_linear=0
shrinkage=0.1


Tree=1363
num_leaves=31
num_cat=0
split_feature=0 0 2 4 1 6 1 2 4 6 4 0 6 5 6 6 4 1 7 0 1 1 7 4 0 1 2 6 4 2
split_gain=3.62056e+12 3.30202e+13 8.5129e+13 1.12619e+14 1.17654e+14 1.20592e+14 8.99212e+13 5.92774e+13 5.40242e+13 4.9451e+13 8.13093e+13 1.12156e+14 1.06741e+14 7.73095e+13 6.27385e+13 4.89294e+13 4.52735e+13 3.74825e+13 4.10262e+13 3.73564e+13 3.68022e+13 7.80016e+13 3.30998e+13 5.11661e+13 4.87324e+13 1.22902e+14 1.01132e+14 5.34904e+13 5.82542e+13 1.14095e+14
threshold=54.762682300000009 54.604289300000012 2851.5000000000005 23.500000000000004 56.128886000000001 41.990000000000002 39.652459050000012 7884.5000000000009 3.5000000000000004 60.910000000000004 10.500000000000002 54.724612400000005 86.030000000000015 2.5000000000000004 71.030000000000015 142.05000000000004 22.500000000000004 83.086354900000018 6.0000000000000009 54.707511300000007 39.723160900000003 39.749243900000003 6.0000000000000009 31.500000000000004 53.888505650000006 37.503969450000007 9651.0000000000018 88.00500000000001 8.5000000000000018 2200.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 19 -7 -4 -8 -10 12 14 13 -11 -12 -13 -16 -9 -19 -3 -14 -22 -1 24 27 -26 -27 28 29 -24
right_child=-2 2 7 -5 -6 6 8 17 9 10 11 15 20 -15 16 -17 -18 18 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-220.40271653256997 -61.785454870780462 10032.12745810243 -22447.999970065372 -5870.681610112053 -44024.305728998799 -23558.525702813906 -10254.850124363542 1068.1601931677014 12842.936084859411 60833.668930962252 20593.959161002684 39001.963993513309 -44659.796914062499 16927.655349986799 -10399.849573495456 -39412.031380208333 -99451.698391927086 -10531.506979656306 34289.637010977203 -4223.8435199297692 221860.40783420141 69980.542604774455 33995.508552503183 -57547.288287436 -20485.29950262187 16573.938409248811 131564.72544070514 -4987.4141606516487 2325.8359555670609 -3720.4221169779239
leaf_weight=965698 2849744 2759 1225 6096 406 567 692 33570 7531 524 848 1511 25 1709 1177 84 60 4468 214 5507 36 557 826 148 993 3932 78 13765 141355 27699
leaf_count=965698 2849744 2759 1225 6096 406 567 692 33570 7531 524 848 1511 25 1709 1177 84 60 4468 214 5507 36 557 826 148 993 3932 78 13765 141355 27699
internal_value=0 143.843 2259.7 6266.6 9350.37 10269.1 15521.1 -794.322 17023 18365.3 24733.3 14912.3 37410 27230.7 -356.857 34872.3 -14719.3 -100.875 -8482.87 534.471 74190.4 79200.9 16.3487 1227.34 1273.45 11011.2 18810.7 1008.17 1493.98 -2628.28
internal_weight=0 1.22406e+06 69566 30089 23993 23587 15321 39477 14754 14062 6531 3680 2851 2233 2085 1595 1237 38252 4682 8266 618 593 1.15449e+06 188796 188648 5003 4010 183645 169880 28525
internal_count=4073804 1224060 69566 30089 23993 23587 15321 39477 14754 14062 6531 3680 2851 2233 2085 1595 1237 38252 4682 8266 618 593 1154494 188796 188648 5003 4010 183645 169880 28525
is_linear=0
shrinkage=0.1


Tree=1364
num_leaves=31
num_cat=0
split_feature=4 4 2 7 1 6 0 1 1 0 0 0 0 0 1 1 1 1 0 1 0 6 3 0 3 0 0 6 3 0
split_gain=4.1004e+12 2.46295e+13 1.33788e+14 2.12787e+14 1.27297e+14 1.42887e+14 1.15287e+14 1.42297e+14 1.14161e+14 1.03372e+14 1.77672e+14 9.59841e+13 8.42846e+13 3.20633e+14 7.78524e+13 1.84853e+14 9.7896e+13 7.16703e+13 6.46687e+13 5.94595e+13 5.89888e+13 4.71403e+13 4.58224e+13 4.45137e+13 4.35506e+13 5.62116e+13 4.31139e+13 4.30941e+13 4.28769e+13 4.26168e+13
threshold=10.500000000000002 11.500000000000002 75.000000000000014 6.0000000000000009 37.631035900000008 64.015000000000015 55.721784200000009 37.649344350000007 37.517483500000004 55.696737300000009 55.79439725000001 55.702806750000008 55.801384500000005 55.753967500000009 37.517483500000004 37.442254400000003 37.600779750000008 30.226173900000003 60.01610465000001 37.682335600000009 55.866549750000011 72.50500000000001 4.5000000000000009 43.051287600000009 7.5000000000000009 55.783232450000007 55.768246800000007 68.00500000000001 10.500000000000002 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -2 27 -11 -10 13 19 15 -14 -16 18 -4 -5 29 -12 -8 28 25 -24 -13 -7 -19 -18
right_child=1 -3 17 12 6 9 22 -9 11 10 21 26 14 -15 16 -17 20 23 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=77.636004579709279 58467.129286285774 -67.052341334098372 40703.083488498734 -879.37480465007047 -164282.94695312501 -35063.135825376165 138096.09175223214 11612.68394323049 66230.514014434812 -259325.17855342745 -55514.755570652174 258815.40504632995 -28971.704817708334 194497.82731119794 -84484.559653483855 334398.17470238102 90703.710147372156 19006.189193361042 -41123.95404094828 78591.013532092533 -130870.11810897436 142858.34174999999 -98955.543750000012 -6289.7765264765439 107873.18066821809 90811.224421296298 150898.00755408654 109168.63865431883 -36333.713111426398 -9747.002761038033
leaf_weight=2547999 166 1489647 577 1223 60 27 70 197 64 31 23 86 42 96 209 21 44 1172 116 102 39 25 37 30291 47 27 65 89 159 1053
leaf_count=2547999 166 1489647 577 1223 60 27 70 197 64 31 23 86 42 96 209 21 44 1172 116 102 39 25 37 30291 47 27 65 89 159 1053
internal_value=0 -129.647 -2708.45 14930.5 54234.4 85131.3 13602.8 -29452.4 120763 15512 -72714.7 168862 842.811 18024.3 -16497.4 92151.6 -21586.5 -4806.13 27006.2 5238.35 -10014.6 47804.6 74736.5 -5503.3 34780.1 -18897.7 212361 75597.4 12395.3 -5717.99
internal_weight=0 1.5258e+06 36158 3843 1014 576 438 257 381 195 79 215 2829 1421 1408 63 1345 32315 693 1325 1136 48 181 31622 111 64 151 116 1331 1097
internal_count=4073804 1525805 36158 3843 1014 576 438 257 381 195 79 215 2829 1421 1408 63 1345 32315 693 1325 1136 48 181 31622 111 64 151 116 1331 1097
is_linear=0
shrinkage=0.1


Tree=1365
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 7 1 6 0 4 5 6 6 6 6 6 6 0 6 6 0 4 1 6 3 0 5 4 1 4
split_gain=3.59101e+12 5.27257e+13 1.05743e+14 1.44254e+14 1.11522e+14 1.06948e+14 1.27044e+14 9.24374e+13 8.99696e+13 1.30166e+14 1.2885e+14 1.00863e+14 8.74909e+13 1.11871e+14 8.01786e+13 6.93894e+13 6.75643e+13 6.45081e+13 6.3948e+13 7.32118e+13 7.29745e+13 7.68313e+13 5.995e+13 7.53683e+13 5.67055e+13 4.87443e+13 4.51179e+13 4.27939e+13 6.6896e+13 4.26813e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 55.02095400000001 6.0000000000000009 82.886781200000016 76.00500000000001 54.973017600000006 7.5000000000000009 3.5000000000000004 112.00500000000001 52.610000000000007 54.010000000000012 88.00500000000001 130.05000000000004 104.01000000000001 54.988402950000008 97.020000000000024 142.05000000000004 55.034466500000008 22.500000000000004 82.886781200000016 67.445000000000007 1.5000000000000002 54.980317700000008 2.5000000000000004 16.500000000000004 82.886781200000016 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 5 8 16 -7 -5 14 12 15 -12 -10 24 -2 22 -4 -13 20 -20 -6 -22 23 26 -14 -24 -11 28 -9 -15
right_child=1 -3 3 7 18 6 -8 27 9 10 11 17 13 29 -16 -17 -18 -19 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-50.048942843692849 -3801.6445995330814 33.346482427125665 2681.9107121013876 28083.482732324275 -32563.910097862117 225283.04718070655 25401.460107658906 193020.37294520548 6161.6408144477673 24364.140400110544 45135.338427159928 269820.26418918924 -119423.27700163399 -39262.700422453709 -76363.107112630212 -145663.43389756946 -93338.485760416661 96375.034580844062 -85550.340581223078 102698.76005434783 4135.1034275730726 -68003.937194286802 -20966.719354753732 58545.767257048239 -16767.409022908039 11490.326857153084 -12227.214394809233 52360.66825868281 63868.344062170821 -2757.3494631896215
leaf_weight=3172333 6388 871109 3197 1706 1094 46 103 73 4454 2031 255 37 153 405 156 27 75 51 203 23 2066 159 519 575 83 4266 404 193 89 1531
leaf_count=3172333 6388 871109 3197 1706 1094 46 103 73 4454 2031 255 37 153 405 156 27 75 51 203 23 2066 159 519 575 83 4266 404 193 89 1531
internal_value=0 176.125 4272.56 16844.9 1502.4 4254.03 87109.9 37744.2 4231.48 8550.89 17001.7 76991.2 -1862.72 -18317.8 -5531.41 14371.1 480.954 169301 -14922.2 -66392.2 -11417.4 -1020 14925.4 25982.6 -83319.7 7969.91 18293.1 84170.1 122066 -10394.1
internal_weight=0 901471 30362 5482 24880 3421 149 2061 21335 14791 8165 343 6626 2172 6544 7822 3272 88 3545 226 3319 2225 7795 3010 236 4785 2435 355 162 1936
internal_count=4073804 901471 30362 5482 24880 3421 149 2061 21335 14791 8165 343 6626 2172 6544 7822 3272 88 3545 226 3319 2225 7795 3010 236 4785 2435 355 162 1936
is_linear=0
shrinkage=0.1


Tree=1366
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 1 1 6 3 1 3 1 1 6 1 0 6 3 0 0 1 0 4 1 6 6 0 0 0 6
split_gain=3.76093e+12 2.18526e+13 3.91044e+13 4.7419e+13 4.20805e+13 5.46501e+13 6.145e+13 7.80854e+13 9.04948e+13 5.17711e+13 3.71049e+13 3.62564e+13 4.33473e+13 3.93786e+13 4.34409e+13 3.57484e+13 3.97663e+13 3.21957e+13 4.91113e+13 1.0758e+14 3.60705e+13 7.57681e+13 5.95817e+13 3.64751e+13 3.59954e+13 4.81559e+13 5.6002e+13 3.31231e+13 3.20048e+13 5.55138e+13
threshold=5.5000000000000009 55.145978450000008 47.319699650000011 47.285193200000002 87.015000000000015 38.109452700000006 38.066230450000006 128.05000000000004 2.5000000000000004 37.804148700000006 3.5000000000000004 37.318079750000003 37.234509300000006 53.005000000000003 37.331232350000008 44.601833250000006 67.91500000000002 2.5000000000000004 45.073441650000007 45.053967500000006 39.596303450000001 44.601833250000006 1.5000000000000002 38.958307950000012 134.05000000000004 108.05000000000001 45.063245050000006 45.055912800000009 44.685196900000008 67.445000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -6 -11 12 15 -13 -15 16 -1 20 19 -19 21 -7 23 -23 25 27 -27 -21 29 -17
right_child=-2 -3 -4 -5 5 17 7 -9 -10 10 -12 13 -14 14 -16 28 -18 18 -20 24 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6280.4700374585618 -60.080175350624579 590.56885903247883 -998.89451514572829 14075.433068247181 11640.625443250869 -96466.893986235125 112312.66536938476 166770.66051002359 -31796.296664663463 -75086.473028667897 72212.298046875003 105.17376684188964 -19987.843794984554 31472.547071510169 2734.8358163338439 18621.767995103499 -63651.564992187501 -13248.048024171094 -31768.345052386019 118951.52578125001 3502.0104446700252 8854.0466485507259 -14180.768477176782 117480.20666852681 -33714.163535156251 259750.54246093752 66007.14522804055 13764.823641224069 2615.9248042126865 136619.45089285713
leaf_weight=621 2928705 572471 327174 2611 990 105 75 53 104 118 20 157080 1823 530 69881 214 150 3130 1183 40 3325 69 1592 56 40 25 37 119 1414 49
leaf_count=621 2928705 572471 327174 2611 990 105 75 53 104 118 20 157080 1823 530 69881 214 150 3130 1183 40 3325 69 1592 56 40 25 37 119 1414 49
internal_value=0 153.661 -283.127 670.944 526.822 -5493.35 13282.2 60152.9 28584.6 3642.08 -53738.8 814.658 -8313.61 986.036 2951.15 380.075 -17442.2 -8120.11 -14224.9 -8104.65 -2694.93 -14003.8 -8960.96 57518.6 53576.8 69376 144129 40226.9 8573.84 40606.1
internal_weight=0 1.1451e+06 572628 245454 242843 11081 1360 232 179 1128 138 231762 4271 227491 70411 2448 771 9721 4574 3391 5147 1822 1717 125 261 221 62 159 1677 263
internal_count=4073804 1145099 572628 245454 242843 11081 1360 232 179 1128 138 231762 4271 227491 70411 2448 771 9721 4574 3391 5147 1822 1717 125 261 221 62 159 1677 263
is_linear=0
shrinkage=0.1


Tree=1367
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 6 5 5 3 1 4 3 7 1 0 6 4 0 4 0 6 4 0 1 0 6 1 6 0
split_gain=3.84599e+12 1.11648e+13 2.79008e+13 5.92007e+13 9.80908e+13 5.56334e+13 4.29469e+13 7.18137e+13 6.83447e+13 8.70523e+13 7.4617e+13 5.29943e+13 5.30653e+13 3.81608e+13 4.8132e+13 5.50755e+13 4.67975e+13 4.30436e+13 5.38036e+13 4.42977e+13 3.90755e+13 4.39276e+13 3.77529e+13 3.75965e+13 3.7043e+13 3.65059e+13 3.53089e+13 7.08467e+13 3.46722e+13 7.02211e+13
threshold=83.658467900000019 83.000013850000016 55.012854300000008 54.710000000000008 54.73499850000001 91.02500000000002 59.010000000000012 1.5000000000000002 2.5000000000000004 1.5000000000000002 83.00362155000002 10.500000000000002 1.5000000000000002 6.0000000000000009 83.117716000000016 54.932051950000009 72.50500000000001 17.500000000000004 54.973017600000006 8.5000000000000018 54.962581500000006 116.05000000000001 8.5000000000000018 54.916864950000011 83.015546400000019 55.055052800000006 57.715000000000011 83.015546400000019 53.705000000000005 54.962581500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -4 9 -8 25 12 26 14 -6 -16 -17 19 -19 23 22 -22 -18 -15 -12 -10 -9 -28 -3 -30
right_child=-2 2 5 4 13 -7 8 11 10 -11 24 -13 -14 17 15 16 20 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=21.645464482132176 405.05660594094331 -799.59357501652403 -1171.6494261620207 -14343.416192766652 3349.7016200811108 -29082.793099503138 -142.62632788541487 8404.490404021928 -5666.5107980411758 -14386.842203464992 1360.9794901964308 -13008.837998669325 9218.2064900809382 -88337.906796875002 -16935.459142328484 17850.367654722337 -23286.613675877306 32906.519428180676 -26289.813213710902 20003.06766345576 77968.263785067466 231431.38798076927 67251.348325688785 7822.6645256121137 15744.922321654025 -64251.97143691589 -3116.983540229774 -48387.02093261719 4674.3853075779907 -43056.047507336785
leaf_weight=3601077 221656 36742 107814 2403 16693 717 7235 1268 17820 10542 21265 1463 15440 70 244 513 61 221 503 4328 66 26 188 97 1955 107 1613 440 654 583
leaf_count=3601077 221656 36742 107814 2403 16693 717 7235 1268 17820 10542 21265 1463 15440 70 244 513 61 221 503 4328 66 26 188 97 1955 107 1613 440 654 583
internal_value=0 -23.3073 -668.059 1145.79 4881.64 -1280.72 -1174.1 -145.926 -3408.25 -8589.64 -1169.7 5322.2 6751.67 6889.37 4683.69 24964.4 36935.7 14408.3 -8220.21 18053 65647.8 121338 45071.4 -32484.2 2572.03 -6016.19 -4715.78 -12819.3 -1353.99 -17821
internal_weight=0 3.85215e+06 251071 63392 25413 187679 186962 128038 58924 17777 41147 20224 18761 23010 17791 1098 854 5219 724 4495 341 92 249 167 23220 17927 3321 2053 37979 1237
internal_count=4073804 3852148 251071 63392 25413 187679 186962 128038 58924 17777 41147 20224 18761 23010 17791 1098 854 5219 724 4495 341 92 249 167 23220 17927 3321 2053 37979 1237
is_linear=0
shrinkage=0.1


Tree=1368
num_leaves=31
num_cat=0
split_feature=1 1 0 6 4 4 1 6 1 0 0 4 4 4 4 1 6 4 4 7 5 1 0 4 7 6 4 6 6 6
split_gain=3.99607e+12 4.56979e+13 6.68482e+13 6.09763e+13 6.50916e+13 1.1867e+14 1.34915e+14 1.19627e+14 5.79955e+13 1.08928e+14 1.11422e+14 9.66099e+13 8.86501e+13 7.99892e+13 6.99257e+13 5.48818e+13 6.06687e+13 4.52861e+13 4.49278e+13 5.00998e+13 4.9772e+13 4.44022e+13 3.98802e+14 2.0613e+14 1.35997e+14 1.26982e+14 9.84282e+13 1.1345e+14 1.70233e+14 2.0399e+14
threshold=82.860505900000007 82.918694400000007 54.980317700000008 50.995000000000012 15.500000000000002 11.500000000000002 82.895858600000011 78.605000000000004 82.92647190000001 55.030407050000001 55.039488700000007 5.5000000000000009 24.500000000000004 10.500000000000002 21.500000000000004 82.886781200000016 73.995000000000019 16.500000000000004 9.5000000000000018 6.0000000000000009 2.5000000000000004 82.93515810000001 55.055052800000006 16.500000000000004 6.0000000000000009 66.010000000000005 9.5000000000000018 84.810000000000016 103.03500000000001 92.02500000000002
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 -2 5 -5 -7 -8 9 11 17 -3 13 -12 18 -6 -17 -11 19 -13 -20 22 23 25 -24 -10 27 -27 29 -29
right_child=1 8 -4 4 15 6 7 -9 21 10 12 14 -14 -15 -16 16 -18 -19 20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-52.796231974658035 1219.2212406021731 5139.0059369115452 3798.4608742953992 -8201.3076430255278 -2496.2699202998992 25313.489996011547 62139.379947916663 361672.61510416667 -1757.3457176755496 43461.073207709676 -3346.5675782247586 -14520.697275331922 -81083.41555232559 29195.451769732306 24693.059931244723 -20577.923061403646 -65527.595087527443 184239.634765625 -19559.865925169284 32311.012715050481 -43414.504512333027 -44.735929682621055 4341.9574802812012 41607.329425753873 -23592.342254268613 11720.576936601414 13173.02909783581 91225.553116221912 44925.743154046475 339033.95054908609
leaf_weight=3172333 15681 2432 70904 5375 682 346 30 24 3738 477 3931 2895 129 935 370 791 484 24 2946 248 1244 775904 2981 2912 4196 263 1153 89 234 53
leaf_count=3172333 15681 2432 70904 5375 682 346 30 24 3738 477 3931 2895 129 935 370 791 484 24 2946 248 1244 775904 2981 2912 4196 263 1153 89 234 53
internal_value=0 185.793 2268.63 -2364.31 -9631.94 -4290.78 48257 195265 -57.5891 -6089.53 5246.6 -12236.9 737.263 2906.37 -17722.8 -25393.4 -37641.2 50205 -19863 -10825.4 -26642.2 61.5298 5340.48 20073.8 -11989.7 8734.64 30620.3 62101.7 97341.7 183717
internal_weight=0 901471 94317 23413 7732 5775 400 54 807154 15631 5496 10135 4995 4866 7703 1957 1275 501 7333 3143 4190 791523 15619 8442 7177 5530 1792 639 376 142
internal_count=4073804 901471 94317 23413 7732 5775 400 54 807154 15631 5496 10135 4995 4866 7703 1957 1275 501 7333 3143 4190 791523 15619 8442 7177 5530 1792 639 376 142
is_linear=0
shrinkage=0.1


Tree=1369
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 5 7 6 4 6 1 1 5 6 4 4 1 3 4 5 1 1 3 3 6 1 6 0 1 1
split_gain=3.48949e+12 3.05786e+13 6.10652e+13 5.12043e+13 5.85012e+13 9.64736e+13 5.57181e+13 7.84811e+13 7.64852e+13 6.10089e+13 5.79895e+13 9.18236e+13 4.16095e+13 4.04565e+13 3.90772e+13 1.63051e+14 7.1773e+13 3.69126e+13 9.89474e+13 4.9464e+13 1.02367e+14 1.36308e+14 1.12786e+14 6.69591e+13 5.00792e+13 3.55458e+13 5.83157e+13 3.4286e+13 1.14804e+14 9.72852e+13
threshold=54.94110555000001 54.962581500000006 138.05000000000004 82.956351500000011 110.01500000000001 3.5000000000000004 6.0000000000000009 47.805000000000007 9.5000000000000018 42.405000000000008 82.970388650000018 82.965501500000016 2.5000000000000004 87.395000000000024 15.500000000000002 17.500000000000004 82.963919600000011 12.500000000000002 17.500000000000004 2.5000000000000004 82.962856350000024 82.963919600000011 3.5000000000000004 9.5000000000000018 87.395000000000024 82.958608050000009 31.995000000000001 54.998919050000005 39.018051150000005 82.941727000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 11 14 -13 -14 -10 -16 -17 19 -19 -8 24 22 -22 -24 -21 26 -5 28 -3 -30
right_child=1 27 -4 6 5 -7 17 8 10 -11 -12 12 13 -15 15 16 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=135.10302866208929 7148.1388200682677 -45908.696556829644 -160905.21558227541 48818.252954382187 207724.82647569446 -66200.402734375006 -1226.5038527355262 11920.093747764136 -17879.091029197629 17113.351551891352 -21794.025689139362 -7575.1280492643345 11929.866934260879 -20861.246578851744 100167.48509114585 11433.848301974211 -88371.196434746424 49404.095571601436 -9424.7754950280923 -1511.6955592680545 -24484.074235983455 7983.1342429163014 93651.699156137867 -12024.592416294643 -32775.742882375664 -3602.7497548335191 228.13080446487589 -45.766255718986869 263.78197730770916 8190.4798743494212
leaf_weight=1301151 5311 496 24 348 36 20 87795 1556 6883 1831 4015 3575 3010 430 144 176 122 297 7654 9675 136 10822 418 70 541 14129 851 2532466 58805 21017
leaf_count=1301151 5311 496 24 348 36 20 87795 1556 6883 1831 4015 3575 3010 430 144 176 122 297 7654 9675 136 10822 418 70 541 14129 851 2532466 58805 21017
internal_value=0 -63.4012 -1405.95 -1382 8220.21 109894 -1715.61 -5095.5 -9366.91 -139.042 -11171.5 -8197.29 -20.3164 7830.98 -16028.2 12794.5 -29425.9 -648.458 -7227.29 -170.568 4109.09 10603.6 56049.4 78493.2 -3167.32 -2199.92 14331 18.7458 2052.84 2350.87
internal_weight=0 2.77265e+06 159869 159845 5367 56 154478 37070 19911 17159 18355 14340 7015 3440 7325 442 298 117408 7951 109457 21662 11446 624 488 10216 15328 1199 2.61278e+06 80318 79822
internal_count=4073804 2772653 159869 159845 5367 56 154478 37070 19911 17159 18355 14340 7015 3440 7325 442 298 117408 7951 109457 21662 11446 624 488 10216 15328 1199 2612784 80318 79822
is_linear=0
shrinkage=0.1


Tree=1370
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 4 6 6 1 0 4 6 6 4 7 4 6 1 6 3 0 1 0 0 4 4 1 6 7 4
split_gain=3.52955e+12 4.13857e+13 7.17052e+13 6.61153e+13 1.21361e+14 9.5351e+13 9.71574e+13 7.52226e+13 7.81097e+13 7.17985e+13 7.54695e+13 6.6597e+13 5.9872e+13 7.07671e+13 8.14103e+13 1.04024e+14 5.79301e+13 5.35593e+13 4.84757e+13 8.0995e+13 4.45188e+13 4.15456e+13 5.22411e+13 9.26003e+13 1.08896e+14 1.3212e+14 1.10163e+14 9.28646e+13 8.42438e+13 8.33196e+13
threshold=82.860505900000007 65.64204770000002 1.5000000000000002 57.174562350000009 54.988402950000008 14.500000000000002 106.49500000000002 76.605000000000004 82.825258850000026 57.205086850000008 16.500000000000004 63.855000000000011 52.990000000000002 8.5000000000000018 6.0000000000000009 5.5000000000000009 79.710000000000022 82.648284550000014 110.01500000000001 4.5000000000000009 56.986919400000012 65.534455000000023 57.174562350000009 57.14107305000001 19.500000000000004 9.5000000000000018 65.559704250000024 54.010000000000012 6.0000000000000009 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 21 17 4 7 12 -7 8 -4 10 -5 -12 -6 14 -14 -16 -15 20 -17 -20 -3 -1 23 29 25 28 -26 -27 -25 -23
right_child=-2 2 3 9 5 6 -8 -9 -10 -11 11 -13 13 16 15 18 -18 -19 19 -21 -22 22 -24 24 26 27 -28 -29 -30 -31
leaf_value=-52.019770033721265 174.61170809942999 -7516.9039096677852 -2993.339562940163 6250.7917247949517 -3015.7495010978564 -21803.771478115028 -232425.02432528409 -26381.872792506168 11891.739649291012 -1216.9964194778097 30285.50013225052 104991.80041979505 -10538.274694871519 -18680.284189901311 -66636.387365856805 75699.504709353147 -53454.851450762071 12602.61924756529 -35172.742278010672 114714.94463848039 10638.314811745824 14406.013400330343 -3201.2145375346045 751.8814092219427 -53505.854468351288 9527.1926266926475 20731.011324647847 33253.146338856677 55929.916631467619 -397.16851668539368
leaf_weight=3046425 901471 4076 9323 1334 12718 4886 22 950 5669 7285 530 154 3226 3314 91 286 560 4823 123 51 2020 4297 12817 6500 507 2929 330 3777 289 33021
leaf_count=3046425 901471 4076 9323 1334 12718 4886 22 950 5669 7285 530 154 3226 3314 91 286 560 4823 123 51 2020 4297 12817 6500 507 2929 330 3777 289 33021
internal_value=0 -49.6188 -2619.71 -4207.89 -5926.48 -10235.7 -22747.9 906.071 2635.23 3406.73 20098.4 47105.3 -7220.85 -14210.9 -4470.77 31053.3 -23707.1 4728.72 50378.9 8759.86 -1500.9 1.1413 2513.3 3931.36 10763.8 12934.7 -24236.8 22890.3 3100.75 1307.35
internal_weight=0 3.17233e+06 61441 50522 41219 25277 4908 15942 14992 9303 2018 684 20369 7651 3777 551 3874 10919 460 174 6096 3.11089e+06 64467 51650 14332 13495 837 6706 6789 37318
internal_count=4073804 3172333 61441 50522 41219 25277 4908 15942 14992 9303 2018 684 20369 7651 3777 551 3874 10919 460 174 6096 3110892 64467 51650 14332 13495 837 6706 6789 37318
is_linear=0
shrinkage=0.1


Tree=1371
num_leaves=31
num_cat=0
split_feature=1 1 0 2 7 0 0 0 4 0 0 6 4 4 6 0 4 0 6 0 6 6 0 4 0 0 4 6 0 4
split_gain=3.58988e+12 4.99465e+13 1.5747e+14 9.22198e+13 2.06532e+14 1.25432e+14 1.08686e+14 1.35561e+14 2.14176e+14 1.07293e+14 9.52207e+13 8.98253e+13 7.62612e+13 7.00673e+13 1.70063e+14 6.89231e+13 6.82638e+13 6.45313e+13 5.07275e+13 5.0422e+13 4.87717e+13 4.80249e+13 4.79866e+13 4.67694e+13 1.10304e+14 6.83668e+13 6.17765e+13 7.61356e+13 7.07927e+13 8.36764e+13
threshold=37.768783500000005 37.740454950000007 55.390026600000006 75.000000000000014 6.0000000000000009 55.728148450000006 55.676890650000011 55.685785750000008 32.500000000000007 55.721784200000009 55.660117850000006 60.605000000000011 23.500000000000004 10.500000000000002 81.02500000000002 55.922096200000006 31.500000000000004 55.622114900000007 76.00500000000001 55.812023600000011 60.305000000000007 48.945000000000007 55.910578700000009 18.500000000000004 55.743464250000009 55.728148450000006 16.500000000000004 69.605000000000004 55.801384500000005 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 17 10 8 -8 21 -6 -5 15 19 16 22 -15 18 -4 -7 -12 -9 -13 24 -11 -25 28 -28 29 -26
right_child=-2 2 3 11 6 13 7 9 -10 23 20 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 26 -27 27 -29 -30 -31
leaf_value=39.100174283661794 -52.581739116670214 -6045.3105520040071 -20349.101839569674 10312.425844041814 19530.266654174804 -25244.240728659108 -300216.84875 53859.19311848958 29613.015238715278 61631.140824120586 67000.58510681153 31235.799323829899 182396.7191061581 -61187.884292829971 -339885.004453125 -14447.530528296496 9499.4448722285269 4501.2495505599054 -135990.7215625 28287.613339476011 145520.31675052966 186558.62365429688 72017.236125125273 -27646.561940867396 72268.922043383049 14519.151853647329 70461.47736197694 -21784.751848016786 -63082.170740775604 -6925.9042706044893
leaf_weight=942605 3100886 10084 734 4906 350 667 35 60 45 577 240 1817 34 577 20 287 179 5537 40 239 118 50 343 531 165 1394 292 129 166 697
leaf_count=942605 3100886 10084 734 4906 350 667 35 60 45 577 240 1817 34 577 20 287 179 5537 40 239 118 50 343 531 165 1394 292 129 166 697
internal_value=0 167.589 4163.03 9251.81 4130.95 -5746.57 20412.9 14222.4 -114688 16761.9 56620.2 18154.2 33660.8 -30011.8 -52065.3 31594.2 -44451.1 720.575 -26325.4 -11122.7 92881.4 114177 37711.7 14049.7 24655 2887.99 9930.91 42196 -3282.71 8233.2
internal_weight=0 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2481 1682 776 2447 756 6311 774 906 358 110 2160 3951 2026 1925 1449 421 1028 862
internal_count=4073804 972918 30313 20229 12842 7993 4849 4141 80 4061 708 7387 2481 1682 776 2447 756 6311 774 906 358 110 2160 3951 2026 1925 1449 421 1028 862
is_linear=0
shrinkage=0.1


Tree=1372
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 6 6 1 1 0 0 1 4 1 1 7 1 1 1 1 1 6 6 1 3 3 4 1 6
split_gain=3.83144e+12 6.3852e+13 5.41944e+13 6.5821e+13 1.27561e+14 6.31818e+13 3.55194e+13 3.2184e+13 2.79681e+13 5.11848e+13 2.7131e+13 6.34591e+13 1.22463e+14 5.57182e+13 6.28833e+13 1.2096e+14 8.96438e+13 8.03644e+13 7.12508e+13 7.08742e+13 5.08166e+13 5.73651e+13 4.30472e+13 4.54045e+13 4.29655e+13 5.0011e+13 4.23901e+13 4.20968e+13 4.19428e+13 5.11502e+13
threshold=55.214863500000007 55.303261650000003 16.500000000000004 37.897576350000001 38.657016300000002 10.500000000000002 67.91500000000002 64.805000000000021 37.768783500000005 37.873748150000004 55.390026600000006 55.462387050000011 86.169282750000022 13.500000000000002 37.768783500000005 37.843405600000004 6.0000000000000009 37.755233900000007 37.534144550000008 37.740454950000007 72.839788400000018 37.534144550000008 54.990000000000002 77.565000000000012 86.020047450000007 10.500000000000002 14.500000000000002 9.5000000000000018 39.044653900000007 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 5 -4 -5 6 8 -7 -2 -10 24 12 13 20 16 22 19 18 -18 -15 21 -12 -16 -24 25 -3 28 -26 29 -23
right_child=1 10 3 4 -6 7 -8 -9 9 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 26 23 -25 27 -27 -28 -29 -30 -31
leaf_value=95.207067140500783 -25413.951563251478 -952.90424434742965 -31289.152288596415 175665.12297433036 14991.732791428338 -25764.50692923848 -19731.137998012022 -80249.749808619963 47106.293943524601 -4128.8991411549014 -10711.19940726077 -21.733816894808225 70637.123408430241 -9088.5297518834723 -23339.688515465663 18248.78829789826 53329.960705566409 46077.925392482597 -65021.850343468475 14762.008523084267 -12506.649077103808 2750.3236826301859 -60756.206615991832 38482.511260363521 11512.673147671367 23631.93224483071 -121913.31203703705 -2632.3647943994451 -3240.1631033329127 20169.096394393593
leaf_weight=2074475 601 19050 110 70 168 398 1681 149 198 12811 3772 1921053 215 5418 904 481 56 92 555 1618 3877 5400 780 49 8218 865 27 2828 5434 2451
leaf_count=2074475 601 19050 110 70 168 398 1681 149 198 12811 3772 1921053 215 5418 904 481 56 92 555 1618 3877 5400 780 49 8218 865 27 2828 5434 2451
internal_value=0 -98.7855 -6354.15 32682.1 62248.6 -7211.87 -6017.27 -40606 -4323.44 -3349.09 -47.7305 -94.3109 -4573.24 -5096.31 -11257.3 -26118.2 -7005.84 -41054.7 -54174.5 -3603.86 -2170.86 174.716 -38432.4 -54890.5 2889.3 114.928 3259.28 7891.26 3513.67 8188.28
internal_weight=0 1.99933e+06 16186 348 238 15838 15291 547 13610 13009 1.98314e+06 1.95218e+06 31129 30914 9953 2214 7739 703 611 7036 20961 17084 1733 829 30961 19915 13312 11046 13285 7851
internal_count=4073804 1999329 16186 348 238 15838 15291 547 13610 13009 1983143 1952182 31129 30914 9953 2214 7739 703 611 7036 20961 17084 1733 829 30961 19915 13312 11046 13285 7851
is_linear=0
shrinkage=0.1


Tree=1373
num_leaves=31
num_cat=0
split_feature=6 6 6 1 5 3 4 0 0 0 7 7 3 2 0 0 1 2 3 4 4 1 1 0 1 0 3 0 0 3
split_gain=3.44093e+12 5.60338e+13 4.87926e+13 3.71467e+13 3.20535e+13 3.61306e+13 2.98258e+13 5.32294e+13 6.49731e+13 4.81188e+13 4.05784e+13 3.3448e+13 3.29398e+13 3.09423e+13 3.07087e+13 3.56848e+13 2.93173e+13 2.84846e+13 4.15119e+13 5.68928e+13 7.41599e+13 6.47027e+13 4.51954e+13 3.71532e+13 3.22633e+13 3.01858e+13 3.67447e+13 2.82143e+13 3.76223e+13 2.79528e+13
threshold=59.815000000000005 58.305000000000007 60.005000000000003 38.011626600000007 1.5000000000000002 6.5000000000000009 16.500000000000004 55.649510000000014 55.866549750000011 59.933037250000005 6.0000000000000009 6.0000000000000009 10.500000000000002 75.000000000000014 55.568628050000008 55.579943700000008 82.958608050000009 75.000000000000014 14.500000000000002 9.5000000000000018 15.500000000000002 37.46219940000001 37.702956500000006 55.667390500000003 37.755233900000007 55.79439725000001 6.5000000000000009 55.737027400000009 55.759969450000007 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 6 5 16 7 10 17 -10 12 -11 -2 -14 -12 -16 -3 18 19 22 21 -21 -9 -22 25 26 -24 -25 -29 -18
right_child=2 4 -4 -5 -6 -7 -8 8 9 11 14 -13 13 -15 15 -17 29 -19 -20 20 23 -23 24 27 -26 -27 -28 28 -30 -31
leaf_value=-30.896043742632511 5771.409119142676 9281.7913971781072 16.043898184220541 -3877.8827109588742 2649.0760150358906 -14388.226643232278 8040.0728413918623 -53051.729555000718 6724.9706196872812 -7337.3197687847805 10891.13004296197 -43898.034050277012 -102738.53881640626 -13973.188648394811 137544.54971590909 39795.304243271559 -2345.3894304742312 -1593.9325728435906 -138213.89891098483 -46125.339461447977 13718.389438763788 52611.573273654518 -46351.493934849335 -109205.7739010989 -30542.111017968753 121323.74579741381 83141.380544704865 66986.853846153856 -110695.84865056819 -32428.454215218924
leaf_weight=2678924 3613 2196 1206187 56227 108414 2355 4911 714 3366 1373 360 306 50 183 44 247 2423 588 33 88 68 270 56 91 250 29 36 26 22 354
leaf_count=2678924 3613 2196 1206187 56227 108414 2355 4911 714 3366 1373 360 306 50 183 44 247 2423 588 33 88 68 270 56 91 250 29 36 26 22 354
internal_value=0 62.1773 -135.845 -2647.21 2216.42 -4184.5 1490.37 -1232.52 -6495.36 -172.584 7329.39 -14000.6 3421.24 -33021.5 30418.1 54575.3 647.549 -20541.3 -27161.1 -24940.1 792.158 28341 -38339.8 -46852.8 -10026.2 32361.9 4319.63 -76484.7 -14451.1 -6180.25
internal_weight=0 2.79467e+06 1.27914e+06 72951 115742 7328 16724 11813 7316 5045 4497 1679 3846 233 651 291 4973 2271 1683 1650 565 358 1085 207 371 121 92 139 48 2777
internal_count=4073804 2794666 1279138 72951 115742 7328 16724 11813 7316 5045 4497 1679 3846 233 651 291 4973 2271 1683 1650 565 358 1085 207 371 121 92 139 48 2777
is_linear=0
shrinkage=0.1


Tree=1374
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 0 2 1 7 5 7 1 6 1 6 0 0 0 0 1 6 1 1 0 1 1 1 7 0 0
split_gain=3.58547e+12 2.54177e+13 8.08221e+13 8.41278e+13 7.37845e+13 2.14461e+14 1.35982e+14 1.70742e+14 2.04679e+14 2.61619e+14 1.31583e+14 8.98233e+13 8.74079e+13 8.67816e+13 1.02572e+14 8.89443e+13 1.48405e+14 1.27342e+14 9.26156e+13 7.95887e+13 7.72806e+13 7.61549e+13 9.45883e+13 9.86021e+13 7.51588e+13 7.02528e+13 6.8962e+13 6.78928e+13 6.49914e+13 8.7865e+13
threshold=18.500000000000004 17.500000000000004 54.980317700000008 54.947759400000002 55.193450100000007 55.568628050000008 915.50000000000011 37.503969450000007 6.0000000000000009 3.5000000000000004 6.0000000000000009 37.374856000000008 34.905000000000008 37.873748150000004 84.810000000000016 55.649510000000014 55.840017500000009 55.850146250000009 55.60524465000001 82.961694200000011 105.00500000000001 37.534144550000008 37.586700500000006 55.685785750000008 37.600779750000008 37.897576350000001 37.46219940000001 6.0000000000000009 55.93962770000001 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 8 20 11 -6 28 -9 15 25 18 21 27 -14 -4 26 -17 -23 -24 -20 -15 -7 -18 29 -10
right_child=-2 2 4 -5 5 6 -8 12 9 -11 -12 -13 13 14 -16 16 17 -19 24 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.685850638956575 -234.79136143039702 28.997824210595741 22104.842440936056 -15069.826676068107 1023.5054837341094 -2418.1006626912995 2103.6118104998345 -44712.978805048479 85967.50776319782 366103.01677083335 -39635.489190406428 42728.675846546299 81307.060050317799 -67368.748810614226 -98405.513360699159 -57575.680909778224 -115034.66027760923 20620.39237366508 23817.427059659094 1662.6037019747464 147702.19645341084 132481.41974431821 15590.865735631873 75639.057180731048 -95270.755731847428 6068.3973034994096 67991.26492680276 -19705.774881362915 -25487.458167613637 203070.59899193549
leaf_weight=3403783 560858 54546 4480 3958 1411 949 32454 303 206 30 1826 593 59 145 118 62 103 1239 77 3313 41 143 540 554 170 1282 163 272 33 93
leaf_count=3403783 560858 54546 4480 3958 1411 949 32454 303 206 30 1826 593 59 145 118 62 103 1239 77 3313 41 143 540 554 170 1282 163 272 33 93
internal_value=0 37.4855 1539.5 -992.49 4463.6 2836.37 4857.91 17316.1 41232.7 75471.2 -21912.3 66045.3 7366.24 10678.6 -8803 20029 25416.5 5167.36 -31258.1 13414.3 12873.9 50576 55996.7 45999.2 -58146.1 -1393.68 7902.7 -45889.4 107692 122391
internal_weight=0 3.51295e+06 109163 58504 50659 42866 39629 7175 2108 955 3237 925 5067 4764 1545 3219 2913 1614 306 7793 1153 1299 1237 1094 247 1427 1112 375 332 299
internal_count=4073804 3512946 109163 58504 50659 42866 39629 7175 2108 955 3237 925 5067 4764 1545 3219 2913 1614 306 7793 1153 1299 1237 1094 247 1427 1112 375 332 299
is_linear=0
shrinkage=0.1


Tree=1375
num_leaves=31
num_cat=0
split_feature=6 4 1 1 6 4 7 0 4 7 2 6 0 0 0 0 1 0 3 3 0 6 0 6 0 0 3 3 0 3
split_gain=3.54444e+12 1.39015e+13 1.60675e+13 5.24433e+13 1.04044e+14 6.31406e+13 7.03206e+13 6.61804e+13 5.59471e+13 5.36482e+13 4.60566e+13 4.07648e+13 4.89478e+13 4.03465e+13 3.95878e+13 4.57128e+13 3.55162e+13 3.73073e+13 2.99408e+13 3.00701e+13 3.13812e+13 2.71384e+13 2.59932e+13 2.47685e+13 2.43561e+13 2.39542e+13 2.33586e+13 4.78443e+13 5.23065e+13 4.00572e+13
threshold=41.505000000000003 25.500000000000004 37.425454150000007 37.682335600000009 38.010000000000012 29.500000000000004 6.0000000000000009 55.840017500000009 27.500000000000004 6.0000000000000009 75.000000000000014 37.005000000000003 55.696737300000009 55.840017500000009 55.753967500000009 55.834019500000004 37.503969450000007 55.721784200000009 19.500000000000004 6.5000000000000009 55.696737300000009 35.995000000000012 55.759969450000007 32.005000000000003 55.696737300000009 55.710673100000008 5.5000000000000009 8.5000000000000018 55.775215600000003 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 10 4 9 6 8 16 -6 18 -3 14 -13 -7 23 -16 17 -8 19 -4 -21 -12 -22 25 -23 -11 -18 -28 29 -29
right_child=-2 2 3 -5 5 13 7 -9 -10 11 21 12 -14 -15 15 -17 26 -19 -20 20 22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=95.390143876358337 -64.037422996639791 -52663.650318818938 -1054.3290564903846 942.61872840438866 76373.160071331527 10997.225780066095 140887.19257812502 -61718.043435594511 294630.25797526044 9042.8583568358081 7679.2331549184591 -146363.15219594594 -23606.173426486141 49831.121640162797 -51020.327127855242 951.61157980155406 188596.08072916669 -1905.7813159496754 -24142.925542091838 -27332.121494140629 173548.753046875 78697.373949836299 73957.380237940743 33954.074787965539 -6337.482861476914 -79438.823717948719 -34856.411458333336 171464.60163352275 252704.96786684782 -8851.7586356026786
leaf_weight=1285238 2768799 170 52 9673 23 763 24 41 24 142 2700 37 266 412 223 702 30 77 49 20 40 34 76 438 3615 39 24 22 23 28
leaf_count=1285238 2768799 170 52 9673 23 763 24 41 24 142 2700 37 266 412 223 702 30 77 49 20 40 34 76 438 3615 39 24 22 23 28
internal_value=0 135.867 2767.63 4767.58 15116.9 35285.7 74967.5 55249.2 187824 687.1 -1296.7 -5060.27 -38596.3 24613.9 1520.96 -11577.8 76282.7 32025.2 45477.8 63623.6 88353.4 78.6958 108299 21095.1 -5545.16 -10022.3 111480 87629.2 127898 70487.4
internal_weight=0 1.305e+06 19767 13248 3575 1491 316 269 47 2084 6519 1847 303 1175 1544 925 228 101 237 188 136 6349 116 619 3649 181 127 97 73 50
internal_count=4073804 1305005 19767 13248 3575 1491 316 269 47 2084 6519 1847 303 1175 1544 925 228 101 237 188 136 6349 116 619 3649 181 127 97 73 50
is_linear=0
shrinkage=0.1


Tree=1376
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 1 4 6 6 6 0 1 1 6 6 1 4 4 6 6 6 6 4 5 6 3 4 5 1
split_gain=3.64433e+12 2.476e+13 1.15889e+14 8.9099e+13 8.26197e+13 1.48628e+14 1.89548e+14 1.02496e+14 8.433e+13 1.28294e+14 7.74733e+13 6.39925e+13 9.29209e+13 1.56257e+14 1.30777e+14 1.10672e+14 9.5693e+13 1.15829e+14 2.03769e+14 9.56823e+13 8.19743e+13 7.51095e+13 7.3253e+13 1.01024e+14 6.53613e+13 1.16298e+14 7.31076e+13 6.34261e+13 7.71488e+13 9.06625e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 38.965413050000002 39.008519500000006 106.49500000000002 38.989878900000008 16.500000000000004 82.905000000000015 81.705000000000013 81.02500000000002 45.040161900000008 38.91194105000001 38.977585500000011 118.04500000000002 189.00000000000003 38.989878900000008 17.500000000000004 23.500000000000004 116.05000000000001 44.820000000000007 114.05000000000001 86.920000000000016 16.500000000000004 2.5000000000000004 108.05000000000001 15.500000000000002 19.500000000000004 1.5000000000000002 39.038055050000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 10 9 -5 -6 -2 24 14 19 -16 17 22 20 -14 -19 -22 -15 -24 -13 -26 -27 28 -18 -30
right_child=1 2 -4 4 7 6 -8 -9 -10 -11 -12 12 13 16 15 -17 27 18 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=73.19116609510381 320.06236464854624 -25389.925214454681 -135.57641885421518 8818.6717444948117 -14127.836400423406 19427.602861752715 254090.0392294034 -695.47742943432672 -35429.033395853694 223976.59861188615 -50895.72192359672 23465.715583524376 -11066.245026924465 57742.639145318397 -122384.73090587799 121107.87544642857 1925.2331512094829 65654.819498146186 51559.138535671373 198277.36619318184 -75353.39380975021 115987.65681818181 62642.481038851351 314403.72968749999 199298.3150803257 110963.33487009449 -82193.168261718762 -9460.4278378071667 26075.380164528127 -4493.5879231611016
leaf_weight=2547999 114541 2510 1373283 2708 6054 92 55 7720 456 28 633 259 2875 464 168 21 5481 59 564 22 304 22 37 28 71 43 36 1919 4079 1273
leaf_count=2547999 114541 2510 1373283 2708 6054 92 55 7720 456 28 633 259 2875 464 168 21 5481 59 564 22 304 22 37 28 71 43 36 1919 4079 1273
internal_value=0 -122.225 -246.33 -7755.02 -5260.74 8912.54 107226 -8545.57 4384.92 11020.6 -17608.3 1185.34 6776.83 5664.07 -14734.5 -95330 10087.8 34175.2 13274.3 -9476.48 -42810.6 -62440.8 71670.4 171093 53888.2 106418 22942.6 7296.01 10264.3 18804.4
internal_weight=0 1.5258e+06 1.39354e+06 20256 17746 3339 147 14407 3192 2736 6687 132266 17725 17316 3086 189 14230 1478 949 2897 385 326 529 65 409 150 79 12752 10833 5352
internal_count=4073804 1525805 1393539 20256 17746 3339 147 14407 3192 2736 6687 132266 17725 17316 3086 189 14230 1478 949 2897 385 326 529 65 409 150 79 12752 10833 5352
is_linear=0
shrinkage=0.1


Tree=1377
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 1 1 1 0 0 1 4 0 4 0 0 4 6 1 0 4 5 6 1 6 4 4 1 6 6
split_gain=3.48647e+12 2.26649e+13 1.13968e+14 6.6959e+13 5.50973e+13 4.84825e+13 9.40015e+13 2.0321e+14 9.39762e+13 1.0862e+14 1.54771e+14 1.02482e+14 8.42e+13 7.34549e+13 1.00837e+14 1.2056e+14 7.30837e+13 7.25198e+13 7.01916e+13 9.09752e+13 1.49498e+14 7.47203e+13 7.44459e+13 6.61298e+13 6.60345e+13 9.69767e+13 1.24482e+14 5.67499e+13 5.68384e+13 5.61434e+13
threshold=45.082176650000008 46.323575350000006 20.500000000000004 38.958307950000012 38.010000000000012 40.377616600000003 39.038055050000004 39.018051150000005 45.125532050000011 45.109778000000006 38.948208550000011 9.5000000000000018 45.085557650000005 7.5000000000000009 45.125532050000011 45.085557650000005 16.500000000000004 68.515000000000015 38.97264950000001 45.090603300000005 12.500000000000002 2.5000000000000004 83.010000000000005 39.01296365000001 49.895000000000003 6.5000000000000009 3.5000000000000004 44.064675150000006 49.010000000000012 92.02500000000002
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 5 -4 -5 6 7 8 9 18 11 24 -9 -8 15 16 17 -15 -2 22 21 -21 -20 -24 -11 26 29 28 -7 -26
right_child=1 -3 3 4 -6 27 13 12 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=252.19315509377429 -6496.1964691002677 11.506317409976115 65819.444351603292 -12785.098143017387 17022.104598426416 -5277.6965957387729 -1058.6491071906364 -25658.507546917157 -6448.0741965968245 18109.530585744604 -4611.4678832201635 -22259.26351426847 -8820.8668707333291 24660.85879418816 39473.48516998555 -11163.44831957757 5743.1954517670201 87848.46198147448 -2269.9699766361614 14430.503759059486 144.38861582487533 44895.709478944525 -49592.428785758588 75518.218737262228 51278.801749368904 20312.216059100407 99563.608787140824 4396.3791847506436 -25355.615803044686 -32492.820529096556
leaf_weight=483161 11842 3476901 240 762 3331 2945 8714 4048 19417 1253 2347 346 11152 1885 1158 2299 2658 201 12877 6209 12154 925 518 46 253 691 559 2090 2705 117
leaf_count=483161 11842 3476901 240 762 3331 2945 8714 4048 19417 1253 2347 346 11152 1885 1158 2299 2658 201 12877 6209 12154 925 518 46 253 691 559 2090 2705 117
internal_value=0 -33.9354 -1423.01 14483 11472.9 -2052.95 -1472.13 -2830.53 -541.495 1746 14917.4 29156 -13305 5334.27 12127.1 7630.83 16738.8 30749.4 101.165 2488.22 6889.38 18380.6 -3827.5 -39388.4 35348 48681.3 69782.5 -9682.34 -14890.2 24788.9
internal_weight=0 3.59064e+06 113742 4333 4093 109409 101669 84754 69554 50137 5566 3219 15200 16915 8201 7043 4744 2086 44571 32729 19288 7134 13441 564 2873 1620 929 7740 5650 370
internal_count=4073804 3590643 113742 4333 4093 109409 101669 84754 69554 50137 5566 3219 15200 16915 8201 7043 4744 2086 44571 32729 19288 7134 13441 564 2873 1620 929 7740 5650 370
is_linear=0
shrinkage=0.1


Tree=1378
num_leaves=31
num_cat=0
split_feature=6 5 3 4 0 6 4 0 3 6 0 1 4 0 0 4 1 1 4 0 0 3 3 1 1 4 6 6 1 6
split_gain=3.68722e+12 1.82893e+13 2.4127e+13 4.0883e+13 6.95866e+13 1.00274e+14 9.9838e+13 8.25527e+13 7.23199e+13 9.1204e+13 1.37725e+14 1.18162e+14 5.45363e+13 5.76379e+13 5.35866e+13 9.0506e+13 7.73447e+13 1.62739e+14 8.59553e+13 5.40681e+13 5.34472e+13 6.82098e+13 5.14367e+13 5.84969e+13 5.03324e+13 4.97843e+13 4.85942e+13 1.05454e+14 6.94395e+13 6.70382e+13
threshold=112.00500000000001 3.5000000000000004 12.500000000000002 15.500000000000002 45.053967500000006 118.04500000000002 19.500000000000004 45.036141150000006 4.5000000000000009 116.05000000000001 45.001720900000002 39.718675700000013 19.500000000000004 45.067157700000003 45.067157700000003 12.500000000000002 38.989878900000008 38.948208550000011 4.5000000000000009 45.073441650000007 45.022979600000006 4.5000000000000009 11.500000000000002 38.97264950000001 39.029038350000008 24.500000000000004 134.05000000000004 142.05000000000004 38.91194105000001 128.05000000000004
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 14 6 12 7 24 -8 10 -10 25 13 -6 15 16 17 -2 -19 -16 21 -20 26 -24 -5 -11 28 -28 -17 -30
right_child=1 -3 -4 4 5 -7 8 -9 9 11 -12 -13 -14 -15 19 22 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=12.438848014037955 -6256.223228771054 961.48806935884841 3746.8031227997581 -51590.906071555401 119624.82063899255 -15190.970597223431 -61974.680091145834 -87902.565602483461 162954.92730978262 100441.67568059958 -114323.43718171297 -86152.947306315109 -5840.8693957387923 23527.630739874588 -85138.686856897868 151441.52274305557 -4877.4374054006721 -43205.056616210939 303085.2555706522 -3751.3396333697019 67023.502913569479 87927.266673018297 -163250.50046386721 34228.516357421875 8451.366217394112 -64605.176249999997 201672.95721726189 32594.469180126409 38681.711799823119 -87561.681875000009
leaf_weight=4005334 757 33107 5547 330 67 3285 120 349 23 212 81 48 742 912 82 45 3546 64 23 17884 412 41 24 40 242 20 63 89 265 50
leaf_count=4005334 757 33107 5547 330 67 3285 120 349 23 212 81 48 742 912 82 45 3546 64 23 17884 412 41 24 40 242 20 63 89 265 50
internal_value=0 -727.643 -2309.02 -3435.65 -10496.8 -4946.9 -29993.5 -49574.1 5787.69 26963.4 -53002.3 56665 14606.7 30104.3 -1493.79 7222.38 2765.47 23661.2 65601 -4122.81 80230.4 165250 44696 -39826.1 -26188.4 86213.5 55261.2 102673 35242.9 18643.1
internal_weight=0 68470 35363 29816 6431 5006 1425 921 504 384 104 280 1721 979 23385 5419 4843 1297 540 17966 476 64 576 64 572 232 512 152 360 315
internal_count=4073804 68470 35363 29816 6431 5006 1425 921 504 384 104 280 1721 979 23385 5419 4843 1297 540 17966 476 64 576 64 572 232 512 152 360 315
is_linear=0
shrinkage=0.1


Tree=1379
num_leaves=31
num_cat=0
split_feature=6 3 0 5 0 1 0 1 0 1 5 2 2 4 0 0 0 0 0 1 5 3 1 3 4 5 1 0 4 3
split_gain=3.58048e+12 7.63424e+12 3.00932e+13 3.30034e+13 1.37491e+13 1.2618e+13 1.11178e+13 2.08514e+13 1.74871e+13 1.12868e+13 2.22502e+13 1.0984e+13 1.15387e+13 2.12236e+13 2.40938e+13 4.72754e+13 2.57249e+13 2.33336e+13 1.91517e+13 1.84015e+13 3.94901e+13 4.77997e+13 3.59127e+13 2.67745e+13 3.28389e+13 7.02995e+13 3.72413e+13 5.95147e+13 1.85253e+13 1.76047e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 3.5000000000000004 45.040161900000008 92.948588300000011 59.990753350000013 37.563506350000004 55.834019500000004 82.918694400000007 4.5000000000000009 13505.500000000002 3129.5000000000005 8.5000000000000018 45.047736150000013 44.990874950000006 45.082176650000008 43.687280500000007 59.825842200000004 82.93515810000001 2.5000000000000004 11.500000000000002 72.839788400000018 8.5000000000000018 6.5000000000000009 4.5000000000000009 47.504912950000005 43.550475500000012 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 3 -2 -4 6 7 8 -6 10 -9 12 13 14 15 17 -16 29 -18 20 22 23 -14 24 26 -26 27 -22 -29 -3
right_child=1 11 4 -5 5 -7 -8 9 -10 -11 -12 -13 19 -15 16 -17 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.6256740257989559 -22159.985985527666 23088.342349137933 78296.050917119574 -158584.81100000002 -16247.229093070651 66092.408158052887 59827.024316406256 -5671.8641587580887 -144101.27242187501 -52241.454625822371 77956.761349239867 49693.600142045456 21980.043606606014 -1450.8805440462554 118234.02074776786 -106676.35715460527 35517.390433183988 65446.704982123949 -39697.930247043922 10688.645371184735 131654.63863636364 53284.946377840912 -100286.21319110578 -125090.68960336538 -66198.769309895841 94351.75059375001 -96326.672841877589 -3174.594366244612 -114367.82986391129 -97135.450004650309
leaf_weight=4070611 61 29 23 25 23 26 24 227 20 38 37 55 316 624 35 38 398 59 37 644 22 55 26 39 60 50 121 29 31 21
leaf_count=4070611 61 29 23 25 23 26 24 227 20 38 37 55 316 624 35 38 398 59 37 644 22 55 26 39 60 50 121 29 31 21
internal_value=0 3347.35 -7947.06 -61818.4 3136.51 -1239.87 -5984.15 -10562.3 -75714.2 -1285.72 6048.81 5464.26 4540.72 11553 24704.5 -10630.1 35755.9 22853.9 29119.8 -1706.43 -12363.9 -33412.3 12684.9 -46958.7 -37223.4 6778.74 -61067 -9037.36 -60624.4 -27405.7
internal_weight=0 3193 504 86 418 395 369 345 43 302 264 2689 2634 1241 617 147 470 109 435 1393 749 407 342 352 313 110 203 82 60 50
internal_count=4073804 3193 504 86 418 395 369 345 43 302 264 2689 2634 1241 617 147 470 109 435 1393 749 407 342 352 313 110 203 82 60 50
is_linear=0
shrinkage=0.1


Tree=1380
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 6 1 4 4 0 5 6 3 6 5 4 6 0 6 6 4 3 7 4 6 4 6 5 6 3
split_gain=3.54914e+12 2.93093e+13 4.31693e+13 5.29273e+13 7.26634e+13 7.23845e+13 5.10906e+13 9.3141e+13 9.29682e+13 1.05854e+14 9.25476e+13 8.90537e+13 7.87956e+13 7.66078e+13 9.73947e+13 8.03511e+13 6.77248e+13 5.76229e+13 5.34441e+13 5.1977e+13 5.10231e+13 6.93675e+13 6.9753e+13 5.25462e+13 5.23264e+13 4.93433e+13 4.59182e+13 4.43494e+13 6.82422e+13 1.15094e+14
threshold=54.762682300000009 54.724612400000005 44.010000000000012 56.128886000000001 83.050033500000012 100.05000000000001 55.90712030000001 9.5000000000000018 8.5000000000000018 54.73499850000001 3.5000000000000004 85.020000000000024 2.5000000000000004 122.65000000000002 2.5000000000000004 4.5000000000000009 79.710000000000022 54.73499850000001 101.02000000000002 114.05000000000001 3.5000000000000004 1.5000000000000002 6.0000000000000009 2.5000000000000004 97.020000000000024 12.500000000000002 125.02000000000002 2.5000000000000004 78.605000000000004 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 -6 7 8 12 10 18 17 13 14 16 -15 -4 -8 -10 -13 23 24 -23 -16 -22 -9 -11 28 -14 -30
right_child=-2 2 3 4 5 -7 11 25 9 26 -12 19 27 15 20 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=60.322825873817152 -61.1730325607301 -1590.6180501907379 13361.123456226698 -43702.804640291324 3271.9138444708706 -64563.685249023445 2957.4798629180495 -28103.661032098586 48020.544626509582 -14075.778584298205 243969.18532608697 57463.50671260315 -7069.7753831078026 -9542.179278029058 102172.12427394702 -230973.70217391304 -92668.104818187043 20625.545892676833 -24062.153434388831 8491.4482238195542 -22809.911894531251 137975.8675623576 -23684.020514112904 -26376.105136908376 140488.39963942309 -2083.73224167949 105813.22996323531 -24045.729758672485 -22500.047196320564 168672.26723632813
leaf_weight=1190550 2849744 12512 528 424 3371 165 4648 1033 1146 529 23 676 544 57 46 23 68 3062 113 319 80 192 31 103 26 2475 34 1156 62 64
leaf_count=1190550 2849744 12512 528 424 3371 165 4648 1033 1146 529 23 676 544 57 46 23 68 3062 113 319 80 192 31 103 26 2475 34 1156 62 64
internal_value=0 142.417 3059.09 5829.7 -4584.19 106.508 8250.11 2653.24 11667.9 29309.1 45182.4 13607.8 745.768 21200.3 28232.3 -73203.7 1263.83 9974.29 41550.9 41762.9 61858.3 83845.2 115503 13309.9 17244.4 -9745.82 -6835.59 -12181.2 8289.65 74603.4
internal_weight=0 1.22406e+06 33510 20998 3960 3536 17038 8333 4825 1845 1282 8705 2980 1154 1074 80 596 7710 1259 995 478 329 223 149 106 3508 563 1826 670 126
internal_count=4073804 1224060 33510 20998 3960 3536 17038 8333 4825 1845 1282 8705 2980 1154 1074 80 596 7710 1259 995 478 329 223 149 106 3508 563 1826 670 126
is_linear=0
shrinkage=0.1


Tree=1381
num_leaves=31
num_cat=0
split_feature=4 1 1 1 5 0 0 0 7 6 0 3 1 6 6 0 0 0 6 6 6 0 2 6 6 0 0 6 6 6
split_gain=3.5476e+12 1.70465e+13 8.87584e+13 5.41422e+13 1.01027e+14 5.33506e+13 4.7599e+13 8.20641e+13 5.58423e+13 5.07001e+13 4.52609e+13 7.35207e+13 5.24434e+13 5.20441e+13 4.33665e+13 3.1877e+13 5.69135e+13 5.25025e+13 4.68982e+13 4.03271e+13 4.65439e+13 5.19822e+13 3.69409e+13 5.2928e+13 3.07545e+13 3.0595e+13 2.9792e+13 3.5385e+13 5.49359e+13 3.71116e+13
threshold=3.5000000000000004 30.260128500000004 30.303340300000002 30.323041000000003 3.5000000000000004 59.933037250000005 59.950512650000007 59.933037250000005 6.0000000000000009 49.895000000000003 59.963561900000009 2.5000000000000004 30.277905650000005 71.030000000000015 82.905000000000015 59.939085000000013 59.864072000000007 60.002985000000002 93.050000000000011 106.49500000000002 71.030000000000015 59.882709350000006 3338.0000000000005 64.805000000000021 114.05000000000001 59.939085000000013 59.764576050000009 112.00500000000001 116.05000000000001 95.045000000000016
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 15 5 4 6 -3 7 -4 9 -9 11 12 -7 -14 -15 16 22 -17 -19 20 -18 -22 23 -1 -20 -10 27 29 -29 -24
right_child=-2 2 3 -5 -6 10 -8 8 25 -11 -12 -13 13 14 -16 17 19 18 24 -21 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-10636.950229179229 -23.148987159289916 6158.8535378799961 -16392.024314413266 448.88928163634495 95211.497296875008 34408.272277832031 -4265.6531616210941 -121612.23100961538 19074.303437499999 -292944.97943548387 30752.30974185681 -9038.5791787790713 85777.157836174243 328037.42359913792 146314.2685546875 -74771.534852501019 32368.84517595881 -17569.730261303626 147972.83760775864 -96091.816294642864 261815.93953125004 33819.845161132813 -3250.2479905740629 -85106.420317382814 3554.994427083333 -135862.20564903846 52698.284016448379 153977.44428571427 10747.146921686541 -70780.769338235303
leaf_weight=359 3837650 294 98 230969 50 32 112 39 25 31 189 43 33 29 24 154 275 876 29 21 20 20 1910 130 30 26 102 35 114 85
leaf_count=359 3837650 294 98 230969 50 32 112 39 25 31 189 43 33 29 24 154 275 876 29 21 20 20 1910 130 30 26 102 35 114 85
internal_value=0 376.185 489.956 386.757 -37279.1 37563 -57292.8 -84411.6 -139502 -197488 63942.5 102905 143698 184364 245748 -5968.52 -755.783 -20668.5 -11757.5 38084 47029 147818 -5527.32 -30434.6 74540 -59912.9 -104.51 -2616.58 44391.8 -6127.49
internal_weight=0 236154 231994 231350 381 644 331 219 121 70 350 161 118 86 53 4160 3071 1089 935 336 315 40 2735 489 59 51 2246 2144 149 1995
internal_count=4073804 236154 231994 231350 381 644 331 219 121 70 350 161 118 86 53 4160 3071 1089 935 336 315 40 2735 489 59 51 2246 2144 149 1995
is_linear=0
shrinkage=0.1


Tree=1382
num_leaves=31
num_cat=0
split_feature=6 4 4 0 3 6 0 7 2 5 2 1 3 3 7 2 6 1 1 1 1 1 2 0 1 1 5 0 1 6
split_gain=3.57213e+12 2.64639e+13 4.60746e+13 7.18786e+13 1.09563e+14 1.08831e+14 1.05414e+14 1.71665e+14 8.40796e+13 1.05673e+14 9.82314e+13 7.12087e+13 6.60183e+13 6.4432e+13 5.3156e+13 9.72849e+13 1.88893e+14 1.59587e+14 8.9862e+13 2.7151e+14 1.35292e+14 1.00577e+14 8.7033e+13 9.44839e+13 1.30337e+14 1.09835e+14 5.40147e+13 5.69581e+13 4.98365e+13 1.19839e+14
threshold=64.015000000000015 15.500000000000002 14.500000000000002 47.222459950000008 11.500000000000002 105.00500000000001 45.053967500000006 6.0000000000000009 9651.0000000000018 3.5000000000000004 3658.0000000000005 113.48479755000001 8.5000000000000018 14.500000000000002 6.0000000000000009 75.000000000000014 69.015000000000015 37.425454150000007 37.768783500000005 37.740454950000007 37.618684050000006 37.631035900000008 75.000000000000014 55.702806750000008 37.488790500000007 37.374856000000008 2.5000000000000004 55.60524465000001 37.442254400000003 81.705000000000013
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 13 4 6 11 -4 -8 10 -10 -7 14 -13 -2 22 16 17 -16 19 20 28 -22 23 24 -5 -25 -19 -28 -18 -30
right_child=1 -3 3 5 -6 8 7 -9 9 -11 -12 12 -14 -15 15 -17 18 26 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=51.209351630170843 80.795278809232116 -903.50845739307169 21722.633899456523 96787.092544093277 -10385.708594933061 -31578.80368038614 52177.892731742861 227133.25361328127 -91382.414229299728 55140.416341145843 18983.328327293115 49706.712133789064 -119363.49250753013 -70327.933037860581 244236.23114149307 8873.5378719583368 -39783.728425100948 840.89351483132725 -199601.39506048389 199530.81004901964 -191502.11394896737 -57749.464119208838 9429.2740292972794 -126650.95218750002 -27296.694941737289 118068.33044593777 182259.2417660362 32956.609034455134 -24658.689920315086 79093.899113475185
leaf_weight=3135942 596783 323359 1035 132 681 892 320 68 274 60 675 32 83 130 36 4559 801 283 31 51 84 170 6060 20 236 221 38 78 529 141
leaf_count=3135942 596783 323359 1035 132 681 892 320 68 274 60 675 32 83 130 36 4559 801 283 31 51 84 170 6060 20 236 221 38 78 529 141
internal_value=0 -171.229 214.105 5258.3 22600.9 2902.05 38387.1 82840.2 -19508.1 -65060.9 -9798.69 6037.99 -72317.9 65.4612 6706.95 486.292 -16568.8 42590.7 -30810.3 -27864 -34587 -101983 13050.7 49087 17211.6 97759.7 24397.1 81866.1 -22949.7 -2824.19
internal_weight=0 937862 614503 17590 2104 15486 1423 388 1901 334 1567 13585 115 596913 13470 6801 2242 435 1807 1776 1725 254 6669 609 368 241 399 116 1471 670
internal_count=4073804 937862 614503 17590 2104 15486 1423 388 1901 334 1567 13585 115 596913 13470 6801 2242 435 1807 1776 1725 254 6669 609 368 241 399 116 1471 670
is_linear=0
shrinkage=0.1


Tree=1383
num_leaves=31
num_cat=0
split_feature=1 0 6 2 1 1 1 0 0 4 0 1 1 0 6 4 4 3 0 1 0 4 4 1 0 1 0 6 4 6
split_gain=3.49458e+12 2.04157e+13 4.26307e+13 3.70944e+13 3.30605e+13 2.26594e+13 1.86934e+13 7.84545e+13 4.19286e+14 6.46649e+14 3.38614e+14 3.5829e+14 5.00707e+14 1.28309e+15 6.34238e+14 2.91195e+14 3.51935e+14 2.46924e+14 2.16057e+14 2.06695e+14 5.10342e+14 4.33722e+14 2.03499e+14 1.99714e+14 4.67112e+14 3.05934e+14 2.3825e+14 3.32126e+14 2.60993e+14 1.94887e+14
threshold=37.649344350000007 63.565651350000003 70.00500000000001 14143.500000000002 33.882313700000005 34.382014200000008 37.517483500000004 55.743464250000009 55.696737300000009 24.500000000000004 55.759969450000007 37.600779750000008 37.543519500000009 55.749683450000006 58.995000000000012 23.500000000000004 16.500000000000004 9.5000000000000018 55.791814000000009 37.618684050000006 55.753967500000009 5.5000000000000009 8.5000000000000018 37.543519500000009 55.737027400000009 37.534144550000008 55.721784200000009 64.805000000000021 6.5000000000000009 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 8 -8 15 11 12 13 -9 17 16 23 -14 29 20 -13 -22 -16 24 25 -10 -25 28 -28 -12
right_child=-2 2 3 -5 5 -7 7 10 9 -11 18 19 14 -15 22 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=5.0290086920731332 -48.013623237780187 6917.0718689820487 -93679.771011064644 17367.42094029018 -38657.698426320931 13.805855499751985 1322.5800558614417 -354318.94755952386 -33456.097805459161 -192558.69349778545 20492.472043070717 -328212.72837573901 109874.72444611837 20448.219973863408 -25414.424663363825 136361.01359389309 -76039.620968430041 303546.63833264803 -292.16877080849838 -22008.611414685198 358292.513671875 -67794.955098386854 -287566.79358974361 27716.409551901059 124376.06723679868 -254805.18022203949 27549.876030597086 -33419.036585022521 131200.98651680653 -253856.76328125002
leaf_weight=733059 3210903 856 106 42 380 252 56252 105 350 127 6266 74 492 703 123 273 293 76 50508 7554 25 538 39 2760 167 76 347 222 810 26
leaf_count=733059 3210903 856 106 42 380 252 56252 105 350 127 6266 74 492 703 123 273 293 76 50508 7554 25 538 39 2760 167 76 347 222 810 26
internal_value=0 178.661 -10981.7 -62166.4 -5890.75 -23238 199.861 1313.87 3883.08 30433 -1067.96 -18306 25980.8 -28253 86009.4 35778.4 30313.9 135789 1884.66 -26621.6 -81325.1 -48874.6 -88525.2 36899.2 -17376.1 -72945.6 44675.3 78617.5 100115 19358.8
internal_weight=0 862901 1636 148 1488 632 861265 128206 61677 5425 66529 9729 1538 808 730 5298 5025 568 56800 8191 637 563 162 4732 593 426 4139 1379 1157 6292
internal_count=4073804 862901 1636 148 1488 632 861265 128206 61677 5425 66529 9729 1538 808 730 5298 5025 568 56800 8191 637 563 162 4732 593 426 4139 1379 1157 6292
is_linear=0
shrinkage=0.1


Tree=1384
num_leaves=31
num_cat=0
split_feature=2 4 3 0 0 6 0 3 6 6 1 6 1 0 0 1 3 0 7 0 0 0 4 1 4 0 1 0 0 6
split_gain=3.61819e+12 2.37693e+13 6.00004e+13 4.26224e+13 4.25603e+13 5.29514e+13 6.21712e+13 4.23536e+13 4.52847e+13 4.04338e+13 4.71753e+13 4.6215e+13 4.54444e+13 4.01893e+13 4.63224e+13 5.84468e+13 3.9622e+13 3.60529e+13 8.60272e+13 2.1355e+14 1.36788e+14 1.76028e+14 1.44695e+14 4.3015e+14 1.26175e+14 1.14915e+14 1.13012e+14 9.47573e+13 7.71656e+13 1.00517e+14
threshold=36.000000000000007 12.500000000000002 11.500000000000002 55.850146250000009 55.418618900000006 69.605000000000004 55.390026600000006 5.5000000000000009 96.050000000000011 36.905000000000008 37.374856000000008 37.005000000000003 37.71815560000001 55.850146250000009 55.749683450000006 37.586700500000006 3.5000000000000004 55.60524465000001 6.0000000000000009 55.737027400000009 55.768246800000007 55.783232450000007 11.500000000000002 37.618684050000006 10.500000000000002 55.749683450000006 37.401708450000008 55.759969450000007 55.685785750000008 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 7 -4 5 6 -3 9 17 10 -1 12 13 14 -11 -16 -15 -9 -19 26 22 -22 24 -24 27 -26 -20 -21 -28 -30
right_child=-2 4 3 -5 -6 -7 -8 8 -10 11 -12 -13 -14 16 15 -17 -18 18 19 20 21 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-20893.191452390383 26.109998361178807 -23362.126754940258 -26832.197130032742 12406.279405876609 270.56489601683586 200279.27478693181 153688.26566336496 -5688.2566433161255 32647.504422838934 -22856.101109571013 3328.9131426548724 -3767.4864593114708 22981.639905315897 -36372.941048869681 -134011.7158714426 -36543.215134482351 103041.22191840278 186.44883852377771 10625.825361309489 -12867.56712627438 185465.26690185547 11011.486862809692 -347565.26754807692 -33661.495528995292 -16783.513041548296 163036.84819082287 37069.56374162947 -154019.73802083332 29352.168123933639 122757.34757234011
leaf_weight=855 3783399 68 1490 340 191890 22 28 6188 464 279 13497 48216 138 47 116 131 36 22002 655 705 60 1606 52 272 66 77 539 51 174 341
leaf_count=855 3783399 68 1490 340 191890 22 28 6188 464 279 13497 48216 138 47 116 131 36 22002 655 705 60 1606 52 272 66 77 539 51 174 341
internal_value=0 -340.161 -1603.95 -19542 307.485 60345.7 28277.6 -1264.02 1625.83 -2781.72 1885.92 -4149.89 -28832.6 -40573.8 -50778.3 -82317.9 24095.9 1186.83 2786.19 15226.3 -1349.07 17294.3 -26745.6 -84041.1 -6096.24 80042.8 43246.3 -22389.7 63518.1 91199.1
internal_weight=0 290405 98397 1830 192008 118 96 96567 33252 63315 14352 48963 747 609 526 247 83 32788 26600 4598 2889 1666 1223 324 899 143 1709 756 1054 515
internal_count=4073804 290405 98397 1830 192008 118 96 96567 33252 63315 14352 48963 747 609 526 247 83 32788 26600 4598 2889 1666 1223 324 899 143 1709 756 1054 515
is_linear=0
shrinkage=0.1


Tree=1385
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 4 1 1 4 5 4 6 6 1 3 1 5 3 3 6 3 6 1 6 1 1 7 1 3
split_gain=3.40436e+12 2.85666e+13 8.20168e+13 1.76974e+14 1.72585e+14 9.72174e+13 8.34493e+13 1.13234e+14 2.69708e+14 1.15064e+14 1.09864e+14 1.07539e+14 8.81515e+13 6.28717e+13 6.27735e+13 6.03007e+13 5.62605e+13 5.35495e+13 5.12992e+13 4.89867e+13 7.2978e+13 4.60577e+13 4.57563e+13 9.34639e+13 6.49527e+13 5.83844e+13 4.46551e+13 1.15554e+14 6.88358e+13 3.18187e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.389265100000003 13.500000000000002 4.5000000000000009 16.500000000000004 30.303340300000002 30.315889700000003 5.5000000000000009 1.5000000000000002 13.500000000000002 52.610000000000007 63.415000000000006 30.303340300000002 3.5000000000000004 30.315889700000003 1.5000000000000002 6.5000000000000009 12.500000000000002 116.05000000000001 9.5000000000000018 61.805000000000007 30.277905650000005 59.815000000000005 30.242318500000007 30.157841000000001 6.0000000000000009 30.205407000000005 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 21 -2 7 9 -9 15 12 -10 -8 26 19 -7 -16 -15 29 20 -12 -5 24 25 -21 -24 27 -11 -28 -6
right_child=1 -3 -4 4 18 6 10 8 11 13 14 -13 -14 17 16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-18.38404637312156 71883.004383936466 37.122039545697561 -10524.906931568692 24159.801471864463 132266.60304166668 19119.531546484377 6358.0038319413934 264225.40105663647 5424.6548100312093 -102435.15043188821 3529.4058481869915 109988.38980321345 -63465.905758803645 125170.33675595239 159361.19202683971 113438.01604712702 53191.756834220891 -35758.813511703127 81852.836842648685 42385.864011055281 141833.4571875 -109621.20775462965 13220.07998119213 -62053.977829861105 157009.48688151044 111612.88063360093 63099.52410990397 61196.587181829644 -7841.2508273798703 255613.59967672417
leaf_weight=3915450 212 144405 2800 549 75 250 1800 44 1364 142 826 106 201 21 62 93 256 1344 227 135 40 27 135 90 78 109 144 62 2728 29
leaf_count=3915450 212 144405 2800 549 75 250 1800 44 1364 142 826 106 201 21 62 93 256 1344 227 135 40 27 135 90 78 109 144 62 2728 29
internal_value=0 454.563 4776.06 8618.8 50956.3 4869.52 3453.08 -3568.42 20266.8 -11111.6 15302.3 12964.6 -655.792 -15421.6 33749.6 44692.8 73891.5 -33283 108500 24715.6 9917.58 17888.8 48143.5 25046.9 84360.7 57174.2 -7495.51 -52703.9 -4284.33 166661
internal_weight=0 158354 13949 11149 907 10242 10030 6298 1514 4784 3732 1470 2001 4441 1731 343 318 1365 331 1413 866 576 547 334 213 244 3076 204 2872 104
internal_count=4073804 158354 13949 11149 907 10242 10030 6298 1514 4784 3732 1470 2001 4441 1731 343 318 1365 331 1413 866 576 547 334 213 244 3076 204 2872 104
is_linear=0
shrinkage=0.1


Tree=1386
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 7 4 7 4 0 0 4 0 2 6 0 4 2 4 6 3 6 6 6 0 0 0 6 6 6
split_gain=3.38738e+12 2.40053e+13 8.4206e+13 8.39219e+13 1.0593e+14 1.93213e+14 9.58001e+13 9.69334e+13 1.03689e+14 8.47907e+13 9.29969e+13 7.22524e+13 8.01341e+13 7.06823e+13 8.50436e+13 6.66562e+13 5.92667e+13 5.39772e+13 4.851e+13 4.64605e+13 4.38489e+13 5.27308e+13 4.0961e+13 6.18206e+13 3.99478e+13 3.6945e+13 3.51271e+13 3.95676e+13 7.69806e+13 1.00234e+14
threshold=30.084656550000002 30.157841000000001 47.420000000000009 60.028671700000011 59.848366150000011 6.0000000000000009 13.500000000000002 6.0000000000000009 8.5000000000000018 59.764576050000009 59.699368850000006 5.5000000000000009 59.825842200000004 3338.0000000000005 70.00500000000001 58.603553700000006 24.500000000000004 3338.0000000000005 11.500000000000002 63.415000000000006 2.5000000000000004 89.00500000000001 77.565000000000012 63.705000000000005 59.825842200000004 59.838047850000002 59.764576050000009 86.920000000000016 97.020000000000024 112.00500000000001
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 6 16 7 13 11 10 -10 12 -9 14 24 -15 -6 -5 20 -13 -11 22 23 25 -4 -22 -16 -28 -29 -30
right_child=1 -3 3 17 5 -7 -8 8 9 18 -12 19 -14 15 26 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-798.25257305199329 -3680.2722659632514 -5.1039773816651453 -34530.530698299066 -65937.991432377341 59816.732325577206 8161.1128264245754 -30804.610423186081 -24436.971149799188 52434.550036621098 -17651.44583864796 281351.6394308036 5807.1287037896573 113644.50370904127 -130224.39194711538 -127983.44484080188 33251.49406503301 -58212.61518332742 11936.810734829838 3669.3307077981212 -63934.746832031247 23232.378764204546 -54393.982343750009 155346.90078125001 -44471.733308699331 7582.9462410266833 132543.83419471156 -63498.895675522159 106016.07461768617 -219642.96587499999 32158.346656976748
leaf_weight=52475 7732 4005167 279 228 1285 2339 724 71 36 49 35 263 103 26 53 613 44 146 163 150 44 25 84 37 1169 104 245 47 25 43
leaf_count=52475 7732 4005167 279 228 1285 2339 724 71 36 49 35 263 103 26 53 613 44 146 163 150 44 25 84 37 1169 104 245 47 25 43
internal_value=0 10.4165 3856.61 10769.4 12919.3 25461.3 2435.18 9003.3 32840.4 62944.1 165281 3249.44 57300.9 -2095.23 -11948.1 26599.9 55909.1 -35537.7 48584.6 -19522.9 69929.2 84525.9 97436.7 71142.3 -531.46 100046 -51975.5 -40785.4 7604.26 -60415.7
internal_weight=0 4.02133e+06 16162 8430 8056 3668 4388 3664 1164 577 71 587 174 2500 1861 639 1329 374 506 413 343 294 269 185 1448 148 413 360 115 68
internal_count=4073804 4021329 16162 8430 8056 3668 4388 3664 1164 577 71 587 174 2500 1861 639 1329 374 506 413 343 294 269 185 1448 148 413 360 115 68
is_linear=0
shrinkage=0.1


Tree=1387
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 4 1 1 0 1 4 4 4 0 4 0 5 0 0 6 1 7 4 0 0 1 0 7
split_gain=3.23315e+12 1.97349e+13 1.91351e+13 1.49359e+14 8.71349e+13 1.26354e+14 7.6126e+13 7.41867e+13 7.0195e+13 9.25173e+13 1.9554e+14 1.41721e+14 1.91896e+14 2.0456e+14 1.58321e+14 1.37431e+14 1.13123e+14 9.90886e+13 9.02298e+13 7.58845e+13 2.73633e+14 7.05683e+13 7.00907e+13 1.43699e+14 1.12233e+14 8.77403e+13 6.85974e+13 8.54637e+13 3.52256e+14 1.70264e+14
threshold=3062.5000000000005 91.443676550000006 49.230435000000007 53.506098950000009 54.810424650000009 2851.5000000000005 86.169282750000022 5.5000000000000009 49.111590500000005 47.386825600000002 57.892117950000006 48.411058050000008 7.5000000000000009 19.500000000000004 22.500000000000004 55.866549750000011 17.500000000000004 56.041614100000011 1.5000000000000002 55.79439725000001 55.81943720000001 52.990000000000002 49.030112300000006 6.0000000000000009 8.5000000000000018 55.866549750000011 55.775215600000003 49.147669400000005 55.812023600000011 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -5 -7 -4 9 -1 11 17 15 16 -15 21 22 -11 -18 -16 -21 -13 23 25 -24 -14 -10 28 29 -28
right_child=-2 -3 3 4 -6 6 -8 -9 26 10 -12 12 13 14 19 -17 18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=19.169681714230325 94.871792388046799 8706.6889895090353 -8287.3096315226812 4006.8691398542978 -1893.3154415244171 -18626.288438555624 -469.73889121403602 -29273.741295129876 -301.7820147220329 -32559.9702351878 67772.10773047767 6385.0235319000931 -38931.542732949652 43539.632789440133 -12505.616980509054 32518.191083485362 -8134.3461779193167 -9568.8909361430269 -34263.023380261002 211571.71518621576 -5037.6543529431583 -7796.3341022773084 -47768.48221643344 11737.811000425863 -1627.6012222791171 -2497.319580414618 34440.226203725542 2609.2368196272164 3875.9160291050221 105788.54661858974
leaf_weight=1820627 1908917 2551 6316 62496 141412 4117 5259 2297 29114 2531 376 13288 2374 1262 1478 1683 2227 7228 3251 73 290 4768 550 1192 12699 916 2349 22312 9461 390
leaf_count=1820627 1908917 2551 6316 62496 141412 4117 5259 2297 29114 2531 376 13288 2374 1262 1478 1683 2227 7228 3251 73 290 4768 550 1192 12699 916 2349 22312 9461 390
internal_value=0 -83.6544 -94.0248 -973.711 -452.35 2382.83 -8442.28 -13884.2 6.57084 -104.171 -4100.83 -4585.05 -2265.28 -7856.41 16257.7 5187.67 -11080.4 -15531.6 -23640.8 -2444.04 38522.9 2640.19 -7199.88 -18009.7 -3543.03 -28787.5 3273.17 6288.97 13018.7 44599.4
internal_weight=0 2.16489e+06 2.16234e+06 221897 213284 71872 9376 8613 1.94044e+06 1.87681e+06 56186 55810 46051 26312 3103 19739 23209 9759 5478 1841 363 18056 17731 4482 13249 3290 63626 34512 12200 2739
internal_count=4073804 2164887 2162336 221897 213284 71872 9376 8613 1940439 1876813 56186 55810 46051 26312 3103 19739 23209 9759 5478 1841 363 18056 17731 4482 13249 3290 63626 34512 12200 2739
is_linear=0
shrinkage=0.1


Tree=1388
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 0 0 6 6 1 0 0 0 1 0 1 6 0 6 6 6 1 3 3 6 0 3 1 0 1
split_gain=3.60503e+12 2.6179e+13 5.36076e+13 2.04943e+14 7.43444e+13 7.38189e+13 9.74239e+13 6.3718e+13 5.1495e+13 5.56685e+13 5.46347e+13 1.10392e+14 1.66308e+14 7.52923e+13 7.40372e+13 8.65373e+13 6.27681e+13 6.17516e+13 7.21942e+13 2.1825e+14 5.75495e+13 6.25205e+13 7.01201e+13 9.27352e+13 5.45877e+13 7.45482e+13 1.2801e+14 5.9373e+13 5.42336e+13 6.66899e+13
threshold=19.500000000000004 22.500000000000004 49.030112300000006 49.147669400000005 39.777866350000004 55.812023600000011 55.82518790000001 68.515000000000015 33.005000000000003 33.882313700000005 59.864072000000007 59.838047850000002 59.848366150000011 30.330566300000005 59.933037250000005 30.509101000000005 72.50500000000001 59.825842200000004 50.995000000000012 53.705000000000005 125.02000000000002 38.927872750000006 15.500000000000002 4.5000000000000009 62.010000000000012 43.6005307 12.500000000000002 39.735861600000007 59.856552950000008 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -2 11 13 16 -10 15 -12 -13 20 -19 -20 24 -22 23 -23 25 26 27 -15 29 -14
right_child=1 -3 3 -5 7 6 -8 -9 10 -11 14 12 28 17 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=34.154282009723119 22858.157806694337 199.79481869548633 51131.463186516849 -185.12282580390013 -9944.039208467093 -2146.4472056811169 55296.296363916532 -42683.069067315926 -45390.616891191021 192.44487839601911 -23416.051935774056 53231.425371934114 -29517.643548295997 27597.202462948069 -2701.674163615633 3096.8437968576131 144887.86944224042 640.98463743628531 314859.06420036766 27576.117036502099 -21910.607641372324 -25686.299753289477 1527.7790239606586 99997.399536511337 -6306.8230132536219 -829.62547786934635 124637.40834544574 -92308.945916863217 15140.41379409959 35218.581112740838
leaf_weight=3599339 1670 343403 999 26600 3202 962 426 730 402 3086 4570 337 657 187 11245 1685 96 205 34 119 213 76 252 258 24570 45557 129 53 2532 210
leaf_count=3599339 1670 343403 999 26600 3202 962 426 730 402 3086 4570 337 657 187 11245 1685 96 205 34 119 213 76 252 258 24570 45557 129 53 2532 210
internal_value=0 -259.098 -1461.47 2333.72 -2539.22 30402.9 15483.7 -16022.2 -1999.03 8151.18 -2515.96 -1354.44 15184.4 -2234 -7552.77 -16273.9 73552.5 -1991.88 39436.2 91416.8 -2199.9 24487.1 41351.8 71398.7 -2502.37 -467.028 44299.5 1117.93 7748.85 -13837.6
internal_weight=0 474465 131062 28987 102075 2387 1388 3932 98143 4756 93387 75887 3832 72055 17500 6255 433 71653 358 153 71295 799 586 334 70496 45926 369 240 3399 867
internal_count=4073804 474465 131062 28987 102075 2387 1388 3932 98143 4756 93387 75887 3832 72055 17500 6255 433 71653 358 153 71295 799 586 334 70496 45926 369 240 3399 867
is_linear=0
shrinkage=0.1


Tree=1389
num_leaves=31
num_cat=0
split_feature=6 1 1 1 0 0 0 4 6 4 1 3 0 1 0 0 0 0 0 1 5 4 6 0 0 3 3 4 3 1
split_gain=3.67015e+12 1.6919e+13 3.45342e+13 4.58821e+13 3.90282e+13 7.62952e+13 9.91977e+13 9.86093e+13 8.65275e+13 5.43067e+13 2.78153e+13 3.54201e+13 2.77242e+13 4.24243e+13 3.36517e+13 2.73497e+13 3.22667e+13 3.65951e+13 4.7404e+13 4.81976e+13 2.56699e+13 4.44944e+13 2.85933e+13 3.11754e+13 5.48906e+13 5.04136e+13 4.83252e+13 4.28392e+13 3.87123e+13 4.69319e+13
threshold=112.00500000000001 37.957884500000006 37.517483500000004 37.425454150000007 55.897267000000006 55.667390500000003 55.728148450000006 9.5000000000000018 149.05000000000004 17.500000000000004 37.475446350000006 3.5000000000000004 55.539595350000006 37.46219940000001 55.418618900000006 56.067362750000008 55.988910100000005 55.922096200000006 55.93962770000001 37.729575300000008 5.5000000000000009 7.5000000000000009 116.05000000000001 53.888505650000006 55.568628050000008 6.5000000000000009 1.5000000000000002 13.500000000000002 14.500000000000002 37.768783500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 -8 -9 -6 -12 13 -5 -15 16 17 20 -19 -20 22 -22 -4 28 25 26 -25 -27 29 -24
right_child=1 -3 15 4 10 6 7 9 -10 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=12.410028427457728 1266.2997551346475 -1627.4584496095808 27064.107786189314 -114376.47167119566 106898.32452320773 -290060.11062500003 -154372.45780519859 156723.37457386366 43084.728404017864 -21687.554062371506 -86609.0022670201 75480.993209134613 23936.417475446429 -32150.364251982275 108041.64906589674 78993.718587646494 -53072.783052677303 140032.31653124999 141421.62673437499 -18643.421361019737 175351.94579687502 -9788.9586516203708 -49847.081874545787 -25559.072182765154 -1624.6290641581975 -86005.956475360581 109053.76530814411 34885.913890360171 -87200.46837611607 14923.421694641112
leaf_weight=4005334 13517 51524 605 46 34 20 107 22 28 76 28 26 175 67 23 60 77 50 25 76 25 27 172 33 941 39 139 118 70 320
leaf_count=4005334 13517 51524 605 46 34 20 107 22 28 76 28 26 175 67 23 60 77 50 25 76 25 27 172 33 941 39 139 118 70 320
internal_value=0 -725.957 2015.04 16.514 -25893.5 -35557.8 -76336.1 -57990.6 -113418 18363.9 36045.4 -8565.67 -2384.44 -36253.2 3676.48 12212.1 10737.3 12598.4 60399 20976.6 9698.51 79221.1 8215.06 1990.35 10668.2 45827.7 83226.9 4855.45 -17619.6 -7719.93
internal_weight=0 68470 16946 14169 652 564 253 233 135 98 88 54 311 136 90 2777 2717 2640 151 101 2489 52 2437 1832 1270 329 172 157 562 492
internal_count=4073804 68470 16946 14169 652 564 253 233 135 98 88 54 311 136 90 2777 2717 2640 151 101 2489 52 2437 1832 1270 329 172 157 562 492
is_linear=0
shrinkage=0.1


Tree=1390
num_leaves=31
num_cat=0
split_feature=1 1 0 7 6 0 3 1 4 3 6 4 4 6 4 6 6 1 4 6 1 6 2 0 0 0 6 5 6 4
split_gain=3.17476e+12 5.2868e+13 4.02453e+13 4.66342e+13 6.55509e+13 5.84388e+13 5.89877e+13 6.93151e+13 7.66925e+13 6.18477e+13 5.69045e+13 5.08471e+13 5.01804e+13 4.59817e+13 4.37127e+13 4.32625e+13 5.9618e+13 3.99184e+13 7.60975e+13 5.76282e+13 3.97508e+13 5.83028e+13 4.49427e+13 4.09717e+13 4.33115e+13 3.97787e+13 3.94599e+13 3.74812e+13 3.68793e+13 3.65512e+13
threshold=50.298521650000005 49.692247900000005 53.356310450000002 6.0000000000000009 52.015000000000008 53.175387700000009 1.5000000000000002 50.136929700000003 24.500000000000004 10.500000000000002 60.005000000000003 31.500000000000004 4.5000000000000009 59.245000000000012 25.500000000000004 120.05000000000001 134.05000000000004 50.136929700000003 21.500000000000004 66.010000000000005 52.061190950000004 88.00500000000001 3062.5000000000005 55.622114900000007 55.60524465000001 55.759969450000007 93.050000000000011 2.5000000000000004 70.00500000000001 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 -1 3 4 -3 28 -7 8 9 12 13 14 -8 -11 17 -9 -17 18 -5 -20 21 22 25 24 -23 -2 -19 -25 -6 -27
right_child=20 2 -4 11 5 6 7 15 -10 10 -12 -13 -14 -15 -16 16 -18 26 19 -21 -22 23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=7.2827156196423379 -5672.4238164736707 2097.0370127704787 -9806.6368980937732 17775.63852188216 4703.0878223355685 -6711.7552940862824 -10591.044215736207 13546.486258573063 133291.40107020547 -1045.168032731681 12204.475075301205 -66557.095821593233 41629.984362190153 -167315.83838141026 20492.695553918384 -70576.099145673899 18599.269178602433 -8343.3238182148507 6251.8936179531775 -30205.925342931223 -38.507265899562995 -40589.137752162387 -139.91723470533537 -99945.967586263025 -145290.55842815895 -10653.651915695678 -54084.101776554613 -9118.9682508473106 -22408.791335927257 -42967.747648167817
leaf_weight=2435175 8368 20621 2188 1881 1682 1266 209 8448 73 29 166 122 1539 39 815 147 153 3974 903 834 1560504 280 21072 48 46 876 198 850 715 583
leaf_count=2435175 8368 20621 2188 1881 1682 1266 209 8448 73 29 166 122 1539 39 815 147 153 3974 903 834 1560504 280 21072 48 46 876 198 850 715 583
internal_value=0 70.7267 3429.22 4090.19 5717.26 10877.8 13710.4 16103.6 32630.5 28923 -19357.6 -2451.44 35386.2 -96406.3 -1542.57 12221.3 -25096.7 -3847.92 3839.05 -11252.9 -110.186 -3592.28 -2744.36 -24997.4 -55363 -8329.06 -10514.1 -13973.9 -3384.1 -23566
internal_weight=0 2.48118e+06 46002 43814 35087 14466 12069 10803 2055 1982 234 8727 1748 68 8605 8748 300 7790 3618 1737 1.59263e+06 32123 30899 1224 326 9827 4172 898 2397 1459
internal_count=4073804 2481177 46002 43814 35087 14466 12069 10803 2055 1982 234 8727 1748 68 8605 8748 300 7790 3618 1737 1592627 32123 30899 1224 326 9827 4172 898 2397 1459
is_linear=0
shrinkage=0.1


Tree=1391
num_leaves=31
num_cat=0
split_feature=6 6 0 2 3 4 6 1 0 6 1 0 2 4 4 4 6 3 4 4 0 4 3 7 0 1 1 1 3 1
split_gain=3.20173e+12 6.78407e+12 2.54143e+13 2.21581e+13 2.16305e+13 3.55344e+13 5.14929e+13 4.52735e+13 2.639e+13 2.41212e+13 2.01824e+13 1.91108e+13 5.46464e+13 5.01821e+13 8.51816e+13 4.32018e+13 3.75017e+13 3.33537e+13 3.65184e+13 2.26863e+13 6.4381e+13 7.56539e+13 3.9916e+13 4.64724e+13 3.85497e+13 7.75864e+13 5.89385e+13 7.08471e+13 3.93505e+13 8.48531e+13
threshold=247.90000000000001 142.05000000000004 60.034792100000011 2632.5000000000005 7.5000000000000009 4.5000000000000009 168.45000000000002 50.298521650000005 60.064438250000002 156.15000000000003 30.277905650000005 43.051287600000009 12544.500000000002 15.500000000000002 13.500000000000002 11.500000000000002 168.45000000000002 3.5000000000000004 2.5000000000000004 9.5000000000000018 43.550475500000012 16.500000000000004 8.5000000000000018 6.0000000000000009 44.046956350000009 43.80299105000001 39.749243900000003 39.777866350000004 4.5000000000000009 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 10 -6 -5 13 19 14 15 17 -17 18 -3 24 21 22 -21 -24 25 26 -13 -28 29 -29
right_child=-2 2 3 4 9 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=5.9034555693821309 3165.3569907714386 -75351.248700747281 32161.843626434951 -110107.60830078126 -61056.818892045463 -37783.896286349824 -286410.15171875001 -89418.031308419362 41937.38991549745 77802.365045797414 14314.249396306819 -14443.778788527399 -114693.92866097385 142006.08541666667 -141864.0105357143 42311.989991091017 191325.23052571615 -13242.232147570927 59911.465066225166 -22375.137946428571 -4715.8042525903329 30935.677236328123 -296737.40398615057 -107934.70532226562 -90.330813557972562 -90359.730943627452 181354.75763535613 8902.9985690789472 2647.79175088897 145190.5773393111
leaf_weight=4053505 3193 23 49 32 22 72 20 28 49 29 22 146 43 30 35 57 24 293 151 21 7277 40 22 32 8181 51 43 95 131 88
leaf_count=4053505 3193 23 49 32 22 72 20 28 49 29 22 146 43 30 35 57 24 293 151 21 7277 40 22 32 8181 51 43 95 131 88
internal_value=0 -2.48292 -1989.75 -29774 -40850.1 -54286.8 -91269.6 -171498 -11200 17902.3 -59417.2 -1455.02 -2112.05 15876.2 9385.81 19045.9 86464.1 7352.42 42031.9 -1811.87 -5889 -80126.8 -139360 -184854 1638.41 27167 39083.3 60973.9 44488.6 74440.2
internal_weight=0 4.07061e+06 17106 323 274 223 120 48 103 51 54 16783 16170 613 583 548 81 467 174 16127 7392 115 75 54 8735 554 503 357 314 183
internal_count=4073804 4070611 17106 323 274 223 120 48 103 51 54 16783 16170 613 583 548 81 467 174 16127 7392 115 75 54 8735 554 503 357 314 183
is_linear=0
shrinkage=0.1


Tree=1392
num_leaves=31
num_cat=0
split_feature=0 1 6 0 1 2 6 4 4 6 6 4 1 1 1 4 4 1 6 6 5 2 1 4 6 6 3 3 4 5
split_gain=3.19092e+12 1.6079e+13 2.23669e+13 1.53915e+13 5.88216e+13 9.40062e+13 4.24117e+13 3.91077e+13 4.30262e+13 7.10364e+13 6.06972e+13 4.37924e+13 4.41496e+13 4.20232e+13 5.56683e+13 6.81286e+13 3.56122e+13 3.45674e+13 3.61581e+13 3.16645e+13 2.96807e+13 2.95043e+13 2.92578e+13 2.50204e+13 3.35148e+13 3.87658e+13 3.55151e+13 6.34421e+13 4.45023e+13 1.07909e+14
threshold=60.753246850000004 33.882313700000005 78.605000000000004 60.064438250000002 30.226173900000003 3338.0000000000005 63.005000000000003 26.500000000000004 4.5000000000000009 81.02500000000002 108.05000000000001 8.5000000000000018 30.425503950000003 30.509101000000005 30.410676000000006 2.5000000000000004 23.500000000000004 30.425503950000003 104.01000000000001 49.485000000000007 1.5000000000000002 3338.0000000000005 63.728898350000001 3.5000000000000004 96.050000000000011 84.810000000000016 12.500000000000002 14.500000000000002 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=3 2 -2 -1 5 6 -5 8 10 11 13 22 16 14 21 -16 -13 -11 -19 -17 -7 -6 -10 -8 25 26 28 -28 29 -25
right_child=1 -3 -4 4 7 20 23 -9 9 17 -12 12 -14 -15 15 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.8863477034552654 -5088.1638858131946 1112.9007667068825 -53096.230060479196 12673.59411013373 -67253.373621323539 -19977.299798466251 -26522.335197805853 7071.5406556070411 -35040.296353985555 -71410.318191794591 169612.24356800428 -24676.682158584055 10880.693917677447 -17908.413585999504 -54484.841610863099 32291.611782203534 -5712.4822503489613 30221.782521057132 -91641.442031250001 90709.671527728467 996.31774751465537 2830.6329074778141 6060.6468977786717 188267.98423177085 116979.03143028845 -32039.343721008303 261904.02633928575 18906.464772727275 18974.761611724516 4274.0908806295956
leaf_weight=4001071 2479 54099 101 1566 68 985 47 1599 1011 298 22 1410 1100 630 63 212 3326 80 35 165 2142 515 209 60 65 64 21 22 271 68
leaf_count=4001071 2479 54099 101 1566 68 985 47 1599 1011 298 22 1410 1100 630 63 212 3326 80 35 165 2142 515 209 60 65 64 21 22 271 68
internal_value=0 745.083 -6967.55 -10.5126 -3100.66 5508.32 21427.8 -7356.66 -9879.71 -13128.1 4605.43 -10768.7 -7166.74 2409.33 14921.7 41773.6 -11358.5 -53438.2 -6867.02 57859.2 -5610.34 -5343.83 -27999.2 43610.6 49383.4 40700.2 51232.6 137580 41927 90521.2
internal_weight=0 56679 2580 4.01712e+06 16054 5311 2184 10743 9144 7469 1675 7056 5836 1653 1023 440 4736 413 115 377 3127 583 1220 618 571 506 442 43 399 128
internal_count=4073804 56679 2580 4017125 16054 5311 2184 10743 9144 7469 1675 7056 5836 1653 1023 440 4736 413 115 377 3127 583 1220 618 571 506 442 43 399 128
is_linear=0
shrinkage=0.1


Tree=1393
num_leaves=31
num_cat=0
split_feature=1 1 2 6 6 0 0 7 2 0 4 0 7 2 1 0 0 6 1 0 0 1 4 1 2 0 5 6 4 4
split_gain=3.15991e+12 6.9108e+13 1.59804e+14 1.42502e+14 1.05481e+14 9.74414e+13 7.43374e+13 9.67498e+13 6.865e+13 1.19577e+14 9.50407e+13 7.39785e+13 5.1373e+13 8.22973e+13 6.71234e+13 6.83219e+13 9.63078e+13 5.13636e+13 4.90934e+13 6.97061e+13 7.28105e+13 2.18531e+14 2.3226e+14 1.20503e+14 8.8345e+13 2.67441e+14 8.74641e+13 1.20918e+14 2.47176e+14 1.85321e+14
threshold=47.386825600000002 49.030112300000006 3999.0000000000005 90.045000000000016 49.010000000000012 56.791379400000004 55.866549750000011 6.0000000000000009 2970.5000000000005 55.858844800000007 8.5000000000000018 55.82518790000001 6.0000000000000009 10391.500000000002 47.899251850000006 56.638205000000006 54.431501800000014 88.00500000000001 43.56803845000001 56.385857200000011 56.148747500000006 47.17130860000001 8.5000000000000018 47.256487700000001 2970.5000000000005 55.462387050000011 2.5000000000000004 61.805000000000007 5.5000000000000009 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=18 2 3 4 8 12 7 -6 9 11 -11 -2 14 -14 -4 16 -16 -9 -1 20 24 26 23 -23 25 -20 27 -22 -29 -30
right_child=1 -3 5 -5 6 -7 -8 17 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-55.635993992892594 13301.541603375565 33.855907486286284 5114.228195112024 -68256.19265317118 -27654.063225150931 -61109.719750693781 -5588.5827802926842 4116.2292358559489 -10794.623296491105 33079.602052627524 -732.94091474606114 -14308.2145282207 -5422.0458364919468 46043.756873213235 5032.4215923469674 12010.041042414508 -15473.170732810329 126367.13411458333 -1743.8582605895424 -16261.820127557112 4086.371406508847 95295.27892505248 8392.8618506141902 -34556.031152954107 1519.6668115534612 -41588.699230607366 -2363.5188347851868 -41007.917481628312 108107.71849053376 23234.651533131269
leaf_weight=2054252 1323 1767091 26803 406 5568 259 3992 758 6549 1805 1541 3642 15646 317 3735 2193 5922 36 13788 2133 40099 670 1037 80 89448 1919 17726 579 274 4213
leaf_count=2054252 1323 1767091 26803 406 5568 259 3992 758 6549 1805 1541 3642 15646 317 3735 2193 5922 36 13788 2133 40099 670 1037 80 89448 1919 17726 579 274 4213
internal_value=0 -96.676 -2962.22 -9483.12 -8536.74 82.2557 -16285.3 -22997.3 -3137.78 2895.76 17507.2 -6951.17 372.44 -4400.02 2343.38 -3923.88 -7542.3 9659.09 80.2335 1703.29 1928.92 4569.03 39052.5 81444.5 305.056 -6611.89 3589.21 5925.49 20482.7 28417.5
internal_weight=0 1.84759e+06 80495 25620 25214 54875 10354 6362 14860 8311 3346 4965 54616 15963 38653 11850 9657 794 2.22622e+06 171966 169833 64678 1787 750 105155 15707 62891 45165 5066 4487
internal_count=4073804 1847586 80495 25620 25214 54875 10354 6362 14860 8311 3346 4965 54616 15963 38653 11850 9657 794 2226218 171966 169833 64678 1787 750 105155 15707 62891 45165 5066 4487
is_linear=0
shrinkage=0.1


Tree=1394
num_leaves=31
num_cat=0
split_feature=4 1 6 4 0 6 1 1 0 1 0 3 7 0 6 1 1 0 6 4 7 1 6 0 2 1 1 4 0 6
split_gain=3.68796e+12 1.69845e+13 2.27223e+13 3.12104e+13 4.15336e+13 6.16678e+13 5.58689e+13 3.86551e+13 3.01574e+13 3.10875e+13 2.47768e+13 2.89725e+13 2.41775e+13 2.3167e+13 2.23173e+13 2.19154e+13 3.11717e+13 1.13803e+14 4.03294e+13 3.01973e+13 2.77389e+13 4.65567e+13 2.32574e+13 2.23234e+13 7.40615e+13 6.52859e+13 1.1164e+14 1.52985e+14 8.07163e+13 6.85695e+13
threshold=3.5000000000000004 82.825258850000026 54.410000000000004 2.5000000000000004 54.932051950000009 97.020000000000024 83.050033500000012 113.48479755000001 54.973017600000006 82.956351500000011 54.988402950000008 2.5000000000000004 6.0000000000000009 54.998919050000005 63.855000000000011 60.307188350000011 60.516422150000004 56.802121050000004 68.515000000000015 2.5000000000000004 6.0000000000000009 61.29689960000001 99.050000000000011 55.554045200000012 75.000000000000014 37.543519500000009 37.374856000000008 2.5000000000000004 55.783232450000007 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 15 -3 -4 6 8 14 12 -6 10 11 -10 -8 -11 -5 23 17 18 19 -17 -18 22 -22 -1 25 26 -25 -28 -29 -27
right_child=-2 2 3 4 5 -7 7 -9 9 13 -12 -13 -14 -15 -16 16 20 -19 -20 -21 21 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=1243.5171045004724 -23.602491980516575 40.633573205050652 -696.55992077629935 -4615.5824956597226 -36933.610629134499 -82257.667278892128 -10034.363578076503 40793.374409400094 -19403.272295106133 27828.714686098654 -38321.78189108576 111193.38471679688 -61502.914237882651 -7793.4814598833564 54267.230950549645 -9366.8850182240403 2000.8150048574528 -18094.638764908923 94397.622864221645 46145.598872400384 33281.102212918551 -6630.8042035784038 130101.78388296276 3334.8972999572757 -680.25681811560617 -1825.6706718977109 49478.316768292687 -234051.27619839893 -75323.670872641509 -171403.56625000003
leaf_weight=107201 3837650 21171 5393 90 553 152 1329 144 53 223 479 25 98 1007 226 127 23093 478 135 429 542 406 26 128 71930 516 41 81 53 25
leaf_count=107201 3837650 21171 5393 90 553 152 1329 144 53 223 479 25 98 1007 226 127 23093 478 135 429 542 406 26 128 71930 516 41 81 53 25
internal_value=0 383.555 -1800.42 -5789.05 -12060.8 -20535.5 -868.954 -8586.07 -16526.2 -10210.9 -29810.9 22454.6 -13569 -1335.15 37496.8 712.869 3472.62 19419.4 45369.8 33465.6 2698.04 19228.8 37713 325.898 -1025.82 -30476.3 -67639.7 -119553 -171271 -9661.99
internal_weight=0 236154 30943 9772 4379 2492 1887 1571 2340 1787 557 78 1427 1230 316 205211 25236 1169 691 556 24067 974 568 179975 72774 844 303 175 134 541
internal_count=4073804 236154 30943 9772 4379 2492 1887 1571 2340 1787 557 78 1427 1230 316 205211 25236 1169 691 556 24067 974 568 179975 72774 844 303 175 134 541
is_linear=0
shrinkage=0.1


Tree=1395
num_leaves=31
num_cat=0
split_feature=0 1 1 5 1 1 4 3 6 6 3 6 4 3 5 6 4 4 3 1 6 4 4 3 6 6 6 6 6 3
split_gain=3.51938e+12 1.28214e+13 1.51104e+13 1.33454e+13 1.29193e+13 1.18116e+13 2.37093e+13 1.27572e+13 1.64647e+13 1.09119e+13 1.08788e+13 1.4096e+13 1.4085e+13 1.91627e+13 9.98071e+12 1.39773e+13 1.03081e+13 1.04626e+13 9.92982e+12 1.0535e+13 1.9261e+13 1.48204e+13 1.41361e+13 2.0657e+13 1.28352e+13 1.82331e+13 1.21849e+13 1.12038e+13 9.81681e+12 8.8662e+12
threshold=42.965693300000005 47.800771000000005 47.899251850000006 2.5000000000000004 44.064675150000006 47.504912950000005 11.500000000000002 1.5000000000000002 110.01500000000001 106.49500000000002 10.500000000000002 59.815000000000005 12.500000000000002 5.5000000000000009 4.5000000000000009 82.00500000000001 4.5000000000000009 5.5000000000000009 9.5000000000000018 47.17130860000001 138.05000000000004 8.5000000000000018 8.5000000000000018 5.5000000000000009 116.05000000000001 104.01000000000001 89.00500000000001 99.050000000000011 89.00500000000001 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 4 3 -3 -1 6 18 8 -7 -5 11 -8 13 -13 15 -4 -17 -18 19 21 22 -6 23 26 25 27 -21 -24 -15 -19
right_child=-2 2 14 9 5 7 10 -9 -10 -11 -12 12 -14 28 -16 16 17 29 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-75108.6513417073 5.7821662866787795 -13957.163311394357 -793.31574811559221 -33153.537456213911 -2843.9587279710904 6084.3069660945584 -17645.989039963944 -2426.8674650190005 64192.545710784318 -98093.11825086805 -10459.392545572919 -10367.300262004574 111901.01314786587 47906.717027243591 45273.95503051758 -52146.532640165446 6752.0241982421885 -46522.102685546881 -39663.014558293275 7704.7382235972545 90634.395204741391 -72360.151870265152 27288.007529000533 -78016.162452651522 -49156.921331521742 114040.44055706522 -40062.007554290256 -41044.980949519231 131449.04074485085 -5357.3630218505859
leaf_weight=23 4058099 370 1597 92 434 1111 26 10148 51 36 36 41 41 39 40 85 150 115 52 563 29 33 311 33 23 23 59 26 22 96
leaf_count=23 4058099 370 1597 92 434 1111 26 10148 51 36 36 41 41 39 40 85 150 115 52 563 29 33 311 33 23 23 59 26 22 96
internal_value=0 -1494.09 -7937.08 -23585.6 -226.99 -95.5287 7449.94 -1290.39 8634.67 -51417.8 39452.6 50084.8 62399.5 42501.8 -4195.86 -5164.43 -20816.1 -13439.2 3313.4 4770.23 10252.8 -7756.24 8007.03 -916.678 23268.2 27895.4 3173.81 22016 78036.7 -27793.1
internal_weight=0 15705 2581 498 13124 13101 1791 11310 1162 128 205 169 143 102 2083 2043 446 361 1586 1534 1067 467 1038 655 383 360 622 337 61 211
internal_count=4073804 15705 2581 498 13124 13101 1791 11310 1162 128 205 169 143 102 2083 2043 446 361 1586 1534 1067 467 1038 655 383 360 622 337 61 211
is_linear=0
shrinkage=0.1


Tree=1396
num_leaves=31
num_cat=0
split_feature=1 0 1 6 6 3 6 1 3 4 4 6 6 3 0 0 1 0 4 4 4 1 1 0 0 6 1 0 1 4
split_gain=3.40727e+12 1.62332e+13 3.31807e+13 1.99085e+13 1.98161e+13 4.27035e+13 3.27919e+13 1.91535e+13 1.89602e+13 1.79079e+13 1.68023e+13 3.87467e+13 2.10117e+13 2.08064e+13 1.64323e+13 1.62856e+13 1.10453e+14 1.06592e+14 2.33245e+14 1.76022e+14 2.13276e+14 4.19627e+14 1.99938e+14 1.94265e+14 6.82329e+14 2.96264e+14 2.62458e+14 2.34606e+14 4.01581e+14 1.74187e+14
threshold=37.649344350000007 61.78914120000001 34.382014200000008 64.015000000000015 85.020000000000024 2.5000000000000004 89.00500000000001 30.509101000000005 12.500000000000002 4.5000000000000009 6.5000000000000009 99.050000000000011 99.050000000000011 8.5000000000000018 63.565651350000003 55.812023600000011 37.600779750000008 55.676890650000011 11.500000000000002 17.500000000000004 16.500000000000004 37.503969450000007 37.618684050000006 55.710673100000008 55.749683450000006 51.805000000000007 37.586700500000006 55.753967500000009 37.517483500000004 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 15 4 14 7 9 -7 -3 -9 -6 11 -8 -12 -14 -4 17 -17 -1 -19 20 22 -22 -20 -23 25 -25 -27 28 -26 -24
right_child=-2 2 3 -5 5 6 10 8 -10 -11 12 -13 13 -15 -16 16 -18 18 19 -21 21 23 29 24 27 26 -28 -29 -30 -31
leaf_value=664.74555258177713 -47.410041358924623 -92736.80774739584 -32513.265080432629 -70503.536357648991 8968.5735793340773 160621.24205729167 141785.89269425676 -3579.3515790726096 89441.028835227276 -85775.331126644742 -68374.593694196432 5608.3514322916672 -23648.371253551137 117279.29248046875 1049.0180486231675 329.36611753928463 9589.646813392179 3926.1328078921988 -14665.455972297415 -2292.3901737727374 -11298.304527221067 4549.1031066320529 44987.978929624209 -104741.20149739584 -524677.90099999995 -308346.79396186437 -713048.18181818188 -43472.659593932534 -106738.03381023275 -1260.5221105319215
leaf_weight=256226 3210903 24 365 86 42 24 37 5492 22 38 28 48 22 20 243 507285 13216 27518 12597 29157 3985 319 1080 48 25 59 22 1276 286 3311
leaf_count=256226 3210903 24 365 86 42 24 37 5492 22 38 28 48 22 20 243 507285 13216 27518 12597 29157 3985 319 1080 48 25 59 22 1276 286 3311
internal_value=0 176.415 -4805.62 -25469.4 -2331.82 24703.6 51849.3 -3596.2 -3208.21 -36034.8 35007.2 64885.6 -1273.81 43460 -19099.4 214.176 564.493 -328.651 -3522.99 -7452.53 -13991.7 -30165.3 -8260.38 -67111.1 -80432.5 -301605 -418266 -62454.4 -140334 10114.7
internal_weight=0 862901 6491 694 5797 259 179 5538 5514 80 155 85 70 42 608 856410 520501 335909 79683 52165 23008 6020 16988 2035 1716 129 81 1587 311 4391
internal_count=4073804 862901 6491 694 5797 259 179 5538 5514 80 155 85 70 42 608 856410 520501 335909 79683 52165 23008 6020 16988 2035 1716 129 81 1587 311 4391
is_linear=0
shrinkage=0.1


Tree=1397
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 4 0 0 7 0 6 4 3 5 6 6 4 0 1 1 4 0 6 0 1 4 6 0 5
split_gain=3.46562e+12 1.98451e+13 7.65482e+13 1.02673e+14 4.80847e+13 3.30117e+13 4.97003e+13 2.83737e+13 2.79687e+13 2.75808e+13 4.87441e+13 4.30448e+13 4.78045e+13 2.8376e+13 4.48386e+13 3.29162e+13 3.58492e+13 2.77083e+13 6.15279e+13 1.9805e+14 9.38819e+13 7.73321e+13 6.89706e+13 1.10873e+14 5.01751e+13 5.07894e+13 6.63106e+13 1.03291e+14 9.70954e+13 7.71301e+13
threshold=30.084656550000002 28.601854300000003 59.764576050000009 59.838047850000002 74.015000000000015 58.995000000000012 8.5000000000000018 57.892117950000006 58.603553700000006 6.0000000000000009 54.707511300000007 70.00500000000001 7.5000000000000009 4.5000000000000009 2.5000000000000004 91.02500000000002 96.050000000000011 7.5000000000000009 54.707511300000007 20.507515800000004 20.507515800000004 4.5000000000000009 57.719618750000002 82.00500000000001 54.724612400000005 20.507515800000004 8.5000000000000018 71.715000000000018 54.707511300000007 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 5 8 -4 -7 9 -3 10 11 12 -1 14 -13 -16 -17 18 19 -11 -20 -21 23 -22 25 -19 28 -28 -27 -29
right_child=-2 2 3 -5 -6 6 -8 -9 -10 17 -12 13 -14 -15 15 16 -18 24 20 21 22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-24638.240254449502 10.536155134427776 -39560.066261328124 18151.429269103548 -2957.7386084343193 -58672.440362023066 9048.3696366567456 90390.377886634742 -22309.690073099813 -10148.324999915771 -6659.2369395073129 6498.2420950597489 102441.84207589286 7171.6249959091283 -70274.670123402 -57413.201591860707 134963.44657738096 -23269.199618055558 -2322.76811524595 10690.010053428821 -77370.479052734372 -48204.703477096562 83311.409462666314 781.62233635082578 -227227.8154296875 3606.8356345553584 52985.101726002642 -16783.558255766733 -148521.13669599514 -26165.40891791883 -42098.964264614428
leaf_weight=692 4021329 375 669 12107 267 126 186 538 2346 829 12965 28 1489 165 153 21 45 6855 1125 32 256 468 228 40 6746 307 2800 103 313 201
leaf_count=692 4021329 375 669 12107 267 126 186 538 2346 829 12965 28 1489 165 153 21 45 6855 1125 32 256 468 228 40 6746 307 2800 103 313 201
internal_value=0 -807.42 -3733.63 -436.532 -18175.5 30678.9 57540.7 484.973 -14201.8 826.947 3995.02 -8521.08 -2921.19 -38165.2 -16715.5 -31950.2 27077.6 -1600.72 7309.72 23320.8 -5594.33 73027.8 -40555.9 -72397 -3132.34 -7429.76 -16830.5 -22794.3 13026.9 -78156.5
internal_weight=0 52475 16076 13088 2988 981 312 36399 2721 35861 15558 2593 2181 412 247 219 66 20303 2978 1329 1649 500 524 296 17325 10579 3724 3104 620 304
internal_count=4073804 52475 16076 13088 2988 981 312 36399 2721 35861 15558 2593 2181 412 247 219 66 20303 2978 1329 1649 500 524 296 17325 10579 3724 3104 620 304
is_linear=0
shrinkage=0.1


Tree=1398
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 6 0 1 7 4 4 4 6 6 4 6 1 5 6 3 1 4 1 6 6 1 1 1 3 6
split_gain=3.2925e+12 2.29204e+13 4.14098e+13 3.7832e+13 6.86184e+13 9.76382e+13 4.21655e+13 1.34544e+14 1.02078e+14 9.10724e+13 8.26207e+13 6.50037e+13 6.42463e+13 5.41877e+13 5.40068e+13 4.62799e+13 4.2763e+13 4.98663e+13 4.95646e+13 4.11965e+13 6.15724e+13 7.32245e+13 5.02315e+13 4.1159e+13 9.36318e+13 4.05295e+13 3.92401e+13 6.28224e+13 3.60049e+13 3.80192e+13
threshold=60.002985000000002 22.500000000000004 17.500000000000004 30.438492500000006 60.042359000000012 64.805000000000021 60.034792100000011 30.389265100000003 6.0000000000000009 19.500000000000004 19.500000000000004 21.500000000000004 110.01500000000001 52.330000000000005 18.500000000000004 41.285000000000004 30.303340300000002 3.5000000000000004 89.00500000000001 9.5000000000000018 30.277905650000005 18.500000000000004 30.205407000000005 63.855000000000011 55.405000000000008 30.452677500000004 30.277905650000005 30.260128500000004 3.5000000000000004 46.805000000000007
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 6 5 -5 7 10 15 13 12 28 19 -8 -14 -9 17 18 -15 22 -21 -22 -4 24 -23 -6 27 -12 -11 -30
right_child=1 -3 3 4 25 -7 9 8 -10 11 26 -13 14 16 -16 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-18.079497171360256 544.23923510728071 2772.5428847236312 148143.82540922621 -14949.059935413421 17823.317562608103 -67970.389203789891 -8540.9130024151254 5486.2712482063143 -96561.416259765625 -20681.050595335386 -11449.005955357756 -15577.608962209859 1148.8521686422414 -48583.42963350418 180382.56601562502 113563.22494433122 -10023.144028912169 60026.876371951221 -194612.37161458333 9146.4628672333911 -18916.024364673132 42791.859913793101 -7694.5766219170364 12091.606505408654 193677.09839743591 -9448.9368285609453 -37520.124289639694 112001.45970052083 7667.9094943974942 35835.11879712846
leaf_weight=3915450 108042 33434 21 1941 804 423 2896 49 32 239 491 937 29 737 40 207 495 41 24 1467 87 87 1373 52 78 1691 659 45 1055 878
leaf_count=3915450 108042 33434 21 1941 804 423 2896 49 32 239 491 937 29 737 40 207 495 41 24 1467 87 87 1373 52 78 1691 659 45 1055 878
internal_value=0 447.032 -175.375 -4781.88 -12228 -24436.4 -1771.59 5597.82 71827.9 -6532.13 1291.14 6437.4 9593.58 -16148.7 105052 92876.6 -33135.7 -47401 -53188.8 7512.48 17634.5 58594.7 -5346.94 89670.4 114119 -660.603 -21177.5 -1084.69 15934.7 20461.9
internal_weight=0 158354 124920 16878 4859 2364 12019 4717 288 7302 4429 3109 3234 4193 69 256 1297 802 761 3165 1771 304 1394 217 165 2495 1195 536 2172 1933
internal_count=4073804 158354 124920 16878 4859 2364 12019 4717 288 7302 4429 3109 3234 4193 69 256 1297 802 761 3165 1771 304 1394 217 165 2495 1195 536 2172 1933
is_linear=0
shrinkage=0.1


Tree=1399
num_leaves=31
num_cat=0
split_feature=2 1 6 6 5 4 0 5 0 6 0 0 1 0 6 4 1 4 6 0 4 6 6 6 7 6 6 1 7 5
split_gain=3.31422e+12 3.28152e+13 4.37549e+13 4.33438e+13 7.63356e+13 3.95406e+13 3.7096e+13 3.08778e+13 2.95272e+13 7.35987e+13 2.91124e+13 3.00656e+13 1.65675e+14 1.31244e+14 7.98731e+13 7.74104e+13 1.03522e+14 7.54424e+13 9.33289e+13 7.21676e+13 1.02463e+14 8.71102e+13 7.70298e+13 7.19146e+13 7.17802e+13 8.60649e+13 7.14875e+13 5.97293e+13 5.43268e+13 4.99385e+13
threshold=2599.0000000000005 36.865631950000008 156.15000000000003 52.330000000000005 2.5000000000000004 4.5000000000000009 55.418618900000006 3.5000000000000004 54.431501800000014 125.02000000000002 51.307150200000002 51.707269950000004 39.135518400000002 51.659529100000007 130.05000000000004 20.500000000000004 39.231261550000006 23.500000000000004 82.00500000000001 53.379556850000007 17.500000000000004 96.050000000000011 89.00500000000001 69.015000000000015 6.0000000000000009 72.50500000000001 142.05000000000004 39.366401150000009 6.0000000000000009 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 6 -5 -6 -1 -4 9 -7 -3 12 23 -14 15 -15 17 24 28 20 22 29 27 -12 25 -17 -16 -13 -19 -22
right_child=-2 10 7 4 5 8 -8 -9 -10 -11 11 19 13 14 26 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5470.8642426709157 -44.874429215100179 -9778.066846462325 -15448.676528532609 -18410.731955962296 -19166.923830091953 -11203.6023767304 -4215.2818442070211 128099.17874273256 4638.0675381220535 -171160.13800403228 -9517.5701980846989 4925.858053437837 784.00225003921219 9022.7171028044086 270783.90218750003 80474.189488636373 -29229.599319426099 10570.151590053712 -119587.400546875 342.74152229261182 -15865.38903191819 74486.755809560462 -31240.015720657622 -44221.449380378777 60708.333227040821 367097.38875000004 60417.172421991258 -13250.453218897281 46514.615798396844 -43628.151331085603
leaf_weight=6743 3265512 2856 23 4445 1024 399 9559 43 4715 31 3842 8450 22254 9996 20 22 269 625 40 722693 4086 99 794 707 98 20 84 2300 1285 770
leaf_count=6743 3265512 2856 23 4445 1024 399 9559 43 4715 31 3842 8450 22254 9996 20 22 269 625 40 722693 4086 99 794 707 98 20 84 2300 1285 770
internal_value=0 181.293 -3247.4 -3446.8 -8420.04 -1221.37 -208.799 78074.9 2350.3 -22735.4 299.701 336.674 3033.24 5384.79 13602.6 12868 29162 36677.5 31586.7 193.447 -6346 -18374.5 -1183.05 -14911.2 107584 216961 100872 1036.97 34752.7 -20267.6
internal_weight=0 808292 26982 26916 10614 6169 16302 66 5145 430 781310 778454 39262 34713 12459 12355 2359 2090 1950 739192 16499 4955 11544 4549 140 42 104 10750 1910 4856
internal_count=4073804 808292 26982 26916 10614 6169 16302 66 5145 430 781310 778454 39262 34713 12459 12355 2359 2090 1950 739192 16499 4955 11544 4549 140 42 104 10750 1910 4856
is_linear=0
shrinkage=0.1


Tree=1400
num_leaves=31
num_cat=0
split_feature=4 0 0 6 4 6 4 6 6 3 4 1 4 1 3 4 6 6 4 0 6 5 5 6 6 6 1 1 7 4
split_gain=3.61766e+12 2.18054e+13 2.7006e+13 5.00233e+13 4.40709e+13 2.9331e+13 2.39933e+13 3.56665e+13 3.38258e+13 2.37081e+13 2.35734e+13 2.95214e+13 2.32967e+13 9.8675e+13 5.33922e+13 4.15804e+13 4.38134e+13 3.55459e+13 3.08388e+13 3.86248e+13 4.167e+13 3.16203e+13 2.92865e+13 2.92848e+13 8.36607e+13 4.06155e+13 2.77119e+13 1.12125e+14 1.17803e+14 4.13231e+13
threshold=19.500000000000004 60.034792100000011 60.064438250000002 51.405000000000008 25.500000000000004 38.010000000000012 24.500000000000004 37.705000000000005 37.310000000000009 1.5000000000000002 23.500000000000004 30.260128500000004 20.500000000000004 30.362494150000003 8.5000000000000018 22.500000000000004 120.05000000000001 62.995000000000012 23.500000000000004 60.042359000000012 51.805000000000007 1.5000000000000002 1.5000000000000002 52.990000000000002 54.990000000000002 57.005000000000003 30.389265100000003 30.315889700000003 6.0000000000000009 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 6 9 -4 10 8 -8 -5 -3 -12 13 14 22 -14 18 23 21 20 -20 -17 -11 -16 -25 -26 27 29 -29 -22
right_child=1 2 5 4 -6 -7 7 -9 -10 12 11 -13 15 -15 17 16 -18 -19 19 -21 26 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=34.214061178117014 -421.7768751734252 -590.49936028924026 7334.855741776948 56444.735039370076 -5047.505329100497 -7766.6893262901503 329.79312438964848 11307.909044528564 -29683.278519182975 109997.73105468751 -26389.192063924362 4602.7185663667324 -10914.005921103555 -34962.345334610851 103876.1934859155 -45460.528845486115 97689.187603956671 126766.18009514765 100252.62299679487 17036.767179906496 -29222.586500737743 41851.218726773535 -16488.853257597479 -139025.56768750001 147461.51967905406 5306.740678267046 31293.390609232589 -14003.667139991554 -278275.49435483868 8751.6807770557898
leaf_weight=3599339 448767 2703 1839 127 1546 4278 3409 3215 422 22 965 451 757 159 71 45 62 109 39 3125 413 530 109 25 37 44 192 37 31 936
leaf_count=3599339 448767 2703 1839 127 1546 4278 3409 3215 422 22 965 451 757 159 71 45 62 109 39 3125 413 530 109 25 37 44 192 37 31 936
internal_value=0 -259.551 2573.41 4385.3 10206.9 -3226.6 -2.95703 3541.42 -2976.27 13639.8 -6066 -16518.2 12833.5 32066.5 57624.3 11037.2 14108.7 81841.5 13139.8 10504.1 -1883.4 35018.1 4753.17 54176 20886.2 70241.6 -4359.04 -9189.86 -134481 -2874.24
internal_weight=0 474465 25698 19581 8416 6117 11165 7046 3831 6870 4119 1416 6743 576 417 6167 5410 286 5348 4773 1648 575 131 177 106 81 1609 1417 68 1349
internal_count=4073804 474465 25698 19581 8416 6117 11165 7046 3831 6870 4119 1416 6743 576 417 6167 5410 286 5348 4773 1648 575 131 177 106 81 1609 1417 68 1349
is_linear=0
shrinkage=0.1


Tree=1401
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 0 0 0 1 6 3 3 4 4 6 0 0 4 0 7 7 1 1 6 0 1 3 0 6 6
split_gain=3.30327e+12 2.63323e+13 6.17362e+13 8.7158e+13 8.93315e+13 6.73545e+13 1.95524e+14 1.03286e+14 2.93217e+14 9.75652e+13 8.19155e+13 6.17183e+13 8.8092e+13 2.01441e+14 5.45746e+13 4.97457e+13 1.25873e+14 1.17576e+14 1.30752e+14 1.09524e+14 1.04116e+14 1.2884e+14 1.78536e+14 1.63271e+14 1.03915e+14 8.87668e+13 7.83924e+13 7.53121e+13 7.37855e+13 6.49445e+13
threshold=9.5000000000000018 1.5000000000000002 63.855000000000011 43.205000000000005 45.177967300000006 56.324067350000007 56.228352100000002 56.342669500000007 43.997056950000008 83.820000000000007 1.5000000000000002 1.5000000000000002 5.5000000000000009 6.5000000000000009 38.010000000000012 59.933037250000005 59.939085000000013 7.5000000000000009 59.982409200000006 6.0000000000000009 6.0000000000000009 30.260128500000004 30.362494150000003 61.805000000000007 57.634352600000007 30.330566300000005 7.5000000000000009 59.982409200000006 50.410000000000004 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 3 -1 -5 6 -4 8 -7 11 -8 12 -9 -14 -3 24 19 18 -18 25 21 -19 23 27 -6 -17 29 28 -23 -21
right_child=-2 14 5 4 15 7 10 9 -10 -11 -12 -13 13 -15 -16 16 17 20 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=129.30792227201613 83.874495273607451 -4389.425858061576 -12916.048787895686 -1340.9548373330272 7784.9392237008306 -109113.61397879464 1859.3328703703705 -14687.177452761629 327876.82234030333 38074.52832942635 -137474.32060698673 -29824.827058122948 391961.22765625 9204.8196777343746 -255.81586126409059 -121876.70719339623 75988.564909071181 -47634.67718534248 13264.278602990273 -25505.529427083336 -30070.913460081083 80283.579607247841 -9802.7646428652879 -163140.41850961538 -8609.628506096853 49151.976336927823 240941.48003771552 7399.3015169583832 179811.26295931544 86386.229909330141
leaf_weight=581067 2181312 32801 2084 19494 30005 28 54 129 34 442 193 838 20 44 1216400 53 450 258 1271 60 951 202 471 26 4438 71 29 78 118 383
leaf_count=581067 2181312 32801 2084 19494 30005 28 54 129 34 442 193 838 20 44 1216400 53 450 258 1271 60 951 202 471 26 4438 71 29 78 118 383
internal_value=0 -96.6749 423.13 499.303 4183.32 -12175.7 -22886.8 4089.87 130526 -1231.96 -107013 -18083 32899.4 128816 -364.354 6954.27 16940.3 10279.7 29665.2 59686.6 -5576.89 14625.9 32573.6 79647.4 5672.49 -23949 81658.7 95507.9 116984 71231.6
internal_weight=0 1.89249e+06 643291 639425 58358 3866 2331 1535 62 1473 247 1031 193 64 1.2492e+06 38864 4421 3825 1721 596 2104 1153 895 424 34443 124 472 398 320 443
internal_count=4073804 1892492 643291 639425 58358 3866 2331 1535 62 1473 247 1031 193 64 1249201 38864 4421 3825 1721 596 2104 1153 895 424 34443 124 472 398 320 443
is_linear=0
shrinkage=0.1


Tree=1402
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 1 6 6 0 0 0 1 0 0 2 6 3 2 1 6 0 1 1 0 3 6 0 6 0 6
split_gain=3.78343e+12 1.54581e+13 5.07356e+13 4.80372e+13 7.72445e+13 4.19633e+13 6.23459e+13 6.00649e+13 5.47898e+13 4.09992e+13 4.57463e+13 1.1212e+14 4.05558e+13 3.89157e+13 3.31009e+13 4.0397e+13 5.72695e+13 5.47363e+13 4.75186e+13 4.53493e+13 4.51467e+13 4.37674e+13 4.33118e+13 1.01498e+14 5.93573e+13 3.58766e+13 3.75496e+13 4.73779e+13 3.47193e+13 6.86382e+13
threshold=3.5000000000000004 4.5000000000000009 38.166910000000009 82.956351500000011 82.948524700000021 83.117716000000016 42.205000000000005 41.705000000000005 55.055052800000006 54.810424650000009 54.86311005000001 83.050033500000012 55.071632200000003 63.565651350000003 1696.0000000000002 47.005000000000003 2.5000000000000004 4395.5000000000009 82.911604200000014 88.825000000000003 43.051287600000009 38.91194105000001 63.728898350000001 55.007293000000011 3.5000000000000004 64.805000000000021 55.554045200000012 97.020000000000024 56.288960650000007 130.05000000000004
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 13 4 14 6 7 -5 9 -8 -11 -12 -6 -2 25 -16 17 28 -19 -18 -21 -22 -23 -24 -25 -4 27 -27 -17 -30
right_child=1 -3 3 5 12 -7 8 -9 -10 10 11 -13 -14 -15 15 16 19 18 -20 20 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=388.48840618582847 2248.0369278635449 12.512248788868114 -7350.1463050750335 7165.0228240651159 -68143.268266837826 -1859.9312315818854 -20114.206296183271 -24756.204024806222 -26349.417530535273 46503.373009522613 24906.605501890226 -34203.062418056179 -19264.434749685523 -69862.477296875004 -4776.6778835245486 6077.6277941208446 -1533.6877723374334 -8292.160070937869 22443.231169686154 42187.026243954613 93424.785064338241 -24943.125268797248 -118376.83957031251 184.49053126205635 122809.11659902598 -13265.00263316237 -47138.276864679734 139707.74869495741 17557.708403954257 122768.39030303956
leaf_weight=236154 34830 3715317 4833 1837 248 8958 240 868 276 651 2418 370 538 75 36042 7108 13324 3790 580 126 34 2164 40 81 77 254 493 22 1992 64
leaf_count=236154 34830 3715317 4833 1837 248 8958 240 868 276 651 2418 370 538 75 36042 7108 13324 3790 580 126 34 2164 40 81 77 254 493 22 1992 64
internal_value=0 -23.9061 -1129.95 -2416.73 -3509.89 2609.51 8621.12 -3078.09 16622.7 19846.5 22635.3 17062.1 -34686.8 2093.09 -3164.86 -2533.14 219.132 4996.43 -4212.86 -3861.14 -16157.3 -19225.5 -20847.1 23920.1 59944.6 -10542.3 -30604.6 -1071.52 9388.03 20832.7
internal_weight=0 3.83765e+06 122333 87428 71810 15618 6660 2705 3955 3679 3439 2788 786 34905 71024 65422 29380 13534 4370 15846 2522 2396 2362 198 158 5602 769 276 9164 2056
internal_count=4073804 3837650 122333 87428 71810 15618 6660 2705 3955 3679 3439 2788 786 34905 71024 65422 29380 13534 4370 15846 2522 2396 2362 198 158 5602 769 276 9164 2056
is_linear=0
shrinkage=0.1


Tree=1403
num_leaves=31
num_cat=0
split_feature=4 4 2 2 6 6 5 1 1 1 3 5 6 6 1 1 0 6 0 1 3 0 7 1 6 7 0 1 6 6
split_gain=3.60891e+12 2.29694e+13 1.62823e+14 7.76425e+13 1.46039e+14 9.98875e+13 1.01572e+14 9.34987e+13 8.45159e+13 8.13302e+13 7.08781e+13 6.39877e+13 6.19217e+13 1.09083e+14 5.45207e+13 1.42505e+14 4.78785e+14 9.49628e+13 6.43806e+13 2.10195e+14 1.57195e+14 1.11215e+14 9.48361e+13 8.55849e+13 8.52874e+13 7.47504e+13 5.78225e+13 7.93409e+13 7.57775e+13 5.54806e+13
threshold=5.5000000000000009 6.5000000000000009 2865.5000000000005 2599.0000000000005 71.715000000000018 52.990000000000002 4.5000000000000009 30.205407000000005 30.157841000000001 39.023883200000007 1.5000000000000002 3.5000000000000004 114.05000000000001 106.49500000000002 38.948208550000011 38.91194105000001 45.109778000000006 125.02000000000002 59.882709350000006 30.425503950000003 2.5000000000000004 59.91832440000001 6.0000000000000009 30.370944000000005 108.05000000000001 6.0000000000000009 59.963561900000009 30.242318500000007 75.605000000000004 92.02500000000002
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 4 -2 11 7 8 -7 12 -9 -5 13 -8 15 18 -17 -18 19 -12 25 22 24 26 -22 -20 27 28 -23 -28
right_child=1 -3 -4 5 -6 6 9 10 -10 -11 14 -13 -14 -15 -16 16 17 -19 20 -21 21 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=150.52355179860595 -4010.1406679890797 -12.137498325736802 3809.6861133277134 -3181.220682234205 27030.394148598451 22820.843251553706 -19057.257614968039 -34418.447445230071 199680.02213541669 119490.14420651356 60278.724065950737 148083.92617187501 -3427.2519340903073 207652.59740853659 -19083.071955185544 -53622.560015993346 121507.85797681053 -33716.810919744319 12455.539877158719 -13664.17124092202 -118121.39461810054 -45294.087997159091 92142.202117693872 26693.354520300665 74273.798750000002 164819.8000459559 -23911.14427916061 -50958.852709306404 217172.32645596593 64802.234212910756
leaf_weight=1145099 6485 2849416 31734 22537 1978 272 44 1806 30 83 462 28 413 41 7550 344 378 44 608 2290 294 22 27 264 25 34 258 1119 22 97
leaf_count=1145099 6485 2849416 31734 22537 1978 272 44 1806 30 83 462 28 413 41 7550 344 378 44 608 2290 294 22 27 264 25 34 258 1119 22 97
internal_value=0 -58.8534 -1737.69 -5439.52 3244.75 -7319.57 -13226.1 -14722.5 40389.6 27844.2 -15786.4 -2993.52 12569.8 90296.9 -13354.8 -6476.77 33942.9 105323 -12083.7 -1250.79 -22846.2 -35930.9 -87812.2 -25857.4 -103043 20524.7 -34996.6 -45779.6 85939.1 328.849
internal_weight=0 2.9287e+06 79289 47555 8463 39092 16527 15946 302 581 15644 22565 498 85 13838 6288 766 422 5522 2752 2770 2128 346 1782 319 642 1518 1163 44 355
internal_count=4073804 2928705 79289 47555 8463 39092 16527 15946 302 581 15644 22565 498 85 13838 6288 766 422 5522 2752 2770 2128 346 1782 319 642 1518 1163 44 355
is_linear=0
shrinkage=0.1


Tree=1404
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 6 0 0 4 1 0 4 6 0 6 6 4 4 3 6 5 6 6 1 4 2 4 4 6
split_gain=4.06629e+12 2.86118e+13 5.04105e+13 6.83291e+13 4.23095e+13 1.73389e+14 1.19537e+14 7.31289e+13 6.15806e+13 5.89932e+13 5.1315e+13 4.58975e+13 4.48491e+13 8.16889e+13 7.26173e+13 6.93398e+13 6.03136e+13 4.75062e+13 6.39927e+13 4.89824e+13 4.63492e+13 4.68188e+13 5.08661e+13 4.31585e+13 4.31313e+13 9.05376e+13 4.74323e+13 5.27993e+13 4.19038e+13 4.28266e+13
threshold=47.245981600000007 51.307150200000002 130.05000000000004 44.064675150000006 36.865631950000008 39.689978950000004 128.05000000000004 50.596941950000009 50.596941950000009 13.500000000000002 37.517483500000004 50.556058150000005 14.500000000000002 89.00500000000001 50.556058150000005 110.01500000000001 104.01000000000001 16.500000000000004 18.500000000000004 10.500000000000002 73.00500000000001 2.5000000000000004 99.050000000000011 125.02000000000002 39.735861600000007 19.500000000000004 4556.0000000000009 25.500000000000004 6.5000000000000009 97.020000000000024
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 4 -4 6 10 8 -8 9 11 -6 -2 15 -14 -15 16 20 19 -19 -16 -11 -22 -23 -12 25 -7 -26 -28 29 -10
right_child=1 -3 3 -5 5 24 7 -9 28 12 23 -13 13 14 17 -17 -18 18 -20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=220.14041537754395 -16244.392577619568 12.331892082786338 -38611.561836876783 45037.363452576756 -27300.02803828763 4179.3455194557391 -8985.1139062500006 227253.996407278 -1674.1904663445848 -5882.6513376656976 -8916.5367903230435 3626.7016754709398 -13452.30903547749 -113793.42135416668 51781.596143897805 -97793.881901041663 124280.09631696431 -19975.634073660716 134823.06780303031 164605.90464242789 -81793.397923900469 36829.43668402778 -92436.264538043484 -143105.15768229167 -3748.195899421607 -12839.262863907963 3638.8854165404427 141155.0078125 16955.186657188115 120630.36677330281
leaf_weight=695766 1274 3250391 681 114 1693 31040 20 38 2247 521 18081 13266 2006 30 148 132 28 140 33 52 216 90 46 24 38470 3476 9819 28 3905 29
leaf_count=695766 1274 3250391 681 114 1693 31040 20 38 2247 521 18081 13266 2006 30 148 132 28 140 33 52 216 90 46 24 38470 3476 9819 28 3905 29
internal_value=0 -45.3418 -1513.94 -26616.6 -1356.62 -2243.83 2402.74 145792 2058.55 -901.208 -10651.2 1885.59 -12673.4 -5198.58 35885.7 -30105.1 -20188.5 47924.3 9552.44 81115.9 -24822.1 -52854.5 -6892.79 -9094.42 -234.362 2465.45 -2163.02 4029.91 10669.2 -115.828
internal_weight=0 3.37804e+06 127647 795 126852 102631 24221 58 24163 17982 19798 14540 3442 2409 403 1033 901 373 173 200 873 352 136 18105 82833 34516 48317 9847 6181 2276
internal_count=4073804 3378038 127647 795 126852 102631 24221 58 24163 17982 19798 14540 3442 2409 403 1033 901 373 173 200 873 352 136 18105 82833 34516 48317 9847 6181 2276
is_linear=0
shrinkage=0.1


Tree=1405
num_leaves=31
num_cat=0
split_feature=6 1 6 3 0 0 3 4 0 1 4 3 3 1 1 0 6 1 5 4 0 3 0 6 0 4 0 4 1 4
split_gain=3.46349e+12 1.4437e+13 3.53589e+13 9.96337e+13 8.61475e+13 5.1427e+13 6.03544e+13 6.06354e+13 6.21876e+13 5.75389e+13 4.23311e+13 4.16571e+13 4.90189e+13 4.65907e+13 4.02915e+13 6.37443e+13 3.27572e+13 7.02376e+13 3.18759e+13 7.01897e+13 3.11761e+13 2.96903e+13 6.18216e+13 4.7763e+13 2.92582e+13 3.51047e+13 3.65619e+13 2.80362e+13 2.72716e+13 2.59777e+13
threshold=102.04000000000001 30.362494150000003 108.05000000000001 17.500000000000004 59.939085000000013 59.933037250000005 4.5000000000000009 5.5000000000000009 54.707511300000007 30.323041000000003 7.5000000000000009 2.5000000000000004 10.500000000000002 30.157841000000001 30.315889700000003 59.905532300000012 103.03500000000001 30.226173900000003 2.5000000000000004 12.500000000000002 60.05226170000001 3.5000000000000004 59.91832440000001 103.03500000000001 59.856552950000008 18.500000000000004 59.882709350000006 8.5000000000000018 30.315889700000003 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 6 9 -8 29 -2 -10 16 13 -13 15 24 28 -18 19 -15 -20 23 -23 -11 -12 26 -26 -25 -6 -9
right_child=1 -3 -4 -5 11 -7 7 8 10 21 14 12 -14 18 -16 -17 17 -19 20 -21 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=15.165069825350546 -13110.012522302944 -130.52676964442438 -552.77092983457999 52410.731076682154 -82745.377976190473 44876.211850705033 148162.76345214844 35786.743984374996 -74851.821832540765 -169790.28086688704 5594.1905514461441 -112900.42944972828 -61516.068357625452 -166338.41809607612 60310.763659772303 125611.66314912683 52623.300989583338 -112780.6888328981 -8228.5265748600395 63706.88684895834 94168.038974294366 -245681.93375289353 -29639.239813701926 -47734.776257152291 -37654.062125000004 -19681.437675107762 -212357.34239130435 79302.241372282617 69198.902199074088 188691.65475000002
leaf_weight=3966508 717 94328 9530 222 21 205 32 20 69 26 235 46 307 36 117 34 30 178 728 21 31 27 26 71 25 116 23 23 27 25
leaf_count=3966508 717 94328 9530 222 21 205 32 20 69 26 235 46 307 36 117 34 30 178 728 21 31 27 26 71 25 116 23 23 27 25
internal_value=0 -560.621 -3689.08 -12382.8 -16855.5 -2256.52 -8348.7 13710.7 7231.06 -25599.6 -1020.36 -35204.1 -27203 -14982.5 8242.13 -5827.22 -71740.4 -88924.3 -9462.62 -81584.9 -4046.32 -77363 -139699 -49831.4 -17027.5 -49442.8 -121366 -16651.3 2723.28 120734
internal_weight=0 107296 12968 3438 3216 1791 1586 696 664 890 619 1425 1169 862 550 433 256 208 816 57 759 173 53 120 399 164 48 94 48 45
internal_count=4073804 107296 12968 3438 3216 1791 1586 696 664 890 619 1425 1169 862 550 433 256 208 816 57 759 173 53 120 399 164 48 94 48 45
is_linear=0
shrinkage=0.1


Tree=1406
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 0 6 4 6 5 6 6 6 4 3 3 1 1 0 6 4 4 6 4 3 4 6 4 0 1
split_gain=3.32717e+12 3.91315e+13 6.16729e+13 1.18131e+14 8.16636e+13 6.65934e+13 8.78703e+13 6.28649e+13 5.53822e+13 5.78599e+13 5.35977e+13 4.2272e+13 1.38756e+14 5.06579e+13 6.40196e+13 4.44227e+13 4.09325e+13 1.87357e+14 6.30894e+13 3.50093e+13 4.37653e+13 3.49273e+13 5.96626e+13 3.39466e+13 3.86768e+13 3.30738e+13 3.2908e+13 3.02059e+13 3.01479e+13 4.4781e+13
threshold=47.295021550000008 51.307150200000002 36.865631950000008 39.689978950000004 74.615000000000009 50.596941950000009 168.45000000000002 20.500000000000004 70.00500000000001 1.5000000000000002 116.05000000000001 134.05000000000004 128.05000000000004 13.500000000000002 4.5000000000000009 4.5000000000000009 39.763755750000009 40.024897700000004 47.319699650000011 78.605000000000004 18.500000000000004 3.5000000000000004 100.05000000000001 6.5000000000000009 5.5000000000000009 13.500000000000002 97.020000000000024 13.500000000000002 50.556058150000005 83.971434050000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 16 9 27 -9 12 23 14 -13 -14 21 18 -18 25 -21 -5 -23 24 26 -10 -7 -2 -19 -30
right_child=1 -3 3 7 -6 6 -8 10 19 -11 -12 13 15 -15 -16 -17 17 28 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=191.40106821134185 -477.86183330305397 11.357072757443422 -9496.9730486604039 21547.499986774881 -34355.941095979753 1328.6124613771699 162390.30271381582 17057.564801349286 -11948.836104053469 9611.702894694472 146186.66089607007 -108836.19772727274 284641.11630434782 -136593.96315406979 127330.30130208333 80862.976796875009 -14580.081147991988 -734.02804638749831 -44198.202927940234 -3206.5854164775865 109220.95017857142 2023.5057184768202 -63210.009277687612 15259.259529067662 -59381.056763392866 -39801.21505745381 108572.34752155172 -17652.560174911861 141.64028419532212 -35093.164489746094
leaf_weight=742645 4783 3250391 11809 912 1488 2142 38 1239 2197 6126 33 22 23 43 24 20 1547 25155 1344 3228 35 11086 142 3905 105 529 29 1303 812 649
leaf_count=742645 4783 3250391 11809 912 1488 2142 38 1239 2197 6126 33 22 23 43 24 20 1547 25155 1344 3228 35 11086 142 3905 105 529 29 1303 812 649
internal_value=0 -42.6708 -2216.94 -4043.11 -12278.8 1964.38 10780.9 -1491.56 -1112.04 2750.93 20407.6 9868.35 10846.9 -58561.9 14381.1 189861 -2160.41 -4171.31 -28349.3 -8988.91 -2000.65 2727.19 1198.5 9601.5 -105.679 -17353.8 2761.16 -4154.93 -1545.12 -15510.2
internal_weight=0 3.33116e+06 80768 56216 13297 24552 6351 42919 18201 12212 1272 6313 6224 89 46 43 41647 29507 2891 5989 3263 12140 11228 6181 2276 2726 2171 6086 26616 1461
internal_count=4073804 3331159 80768 56216 13297 24552 6351 42919 18201 12212 1272 6313 6224 89 46 43 41647 29507 2891 5989 3263 12140 11228 6181 2276 2726 2171 6086 26616 1461
is_linear=0
shrinkage=0.1


Tree=1407
num_leaves=31
num_cat=0
split_feature=6 6 1 1 3 3 3 3 4 1 0 1 0 5 5 3 3 3 5 0 3 4 1 0 1 0 3 6 0 3
split_gain=3.43065e+12 1.54192e+13 2.99174e+13 5.33389e+13 7.98223e+13 1.32617e+14 6.07979e+13 4.05397e+13 3.67516e+13 3.33328e+13 3.11649e+13 3.2796e+13 4.70387e+13 3.48637e+13 3.24958e+13 3.21278e+13 5.57086e+13 3.11101e+13 3.6036e+13 3.19708e+13 2.98024e+13 4.92811e+13 6.34589e+13 5.92021e+13 4.43597e+13 3.93646e+13 3.38043e+13 3.48475e+13 5.5549e+13 4.17141e+13
threshold=112.00500000000001 108.05000000000001 38.927872750000006 39.008519500000006 15.500000000000002 17.500000000000004 12.500000000000002 3.5000000000000004 23.500000000000004 39.712886600000012 56.888401950000009 65.534455000000023 57.15297970000001 2.5000000000000004 2.5000000000000004 17.500000000000004 7.5000000000000009 4.5000000000000009 3.5000000000000004 57.14107305000001 8.5000000000000018 10.500000000000002 30.410676000000006 44.685196900000008 37.804148700000006 47.267650700000011 7.5000000000000009 110.01500000000001 59.950512650000007 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 20 4 6 -6 7 -4 -9 -5 -11 12 13 -12 -13 16 -16 19 -19 -15 25 22 -22 -23 -25 -3 27 -27 -29 -30
right_child=-2 2 3 9 5 -7 -8 8 -10 10 11 14 -14 17 15 -17 -18 18 -20 -21 21 23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.7619989256157873 -701.87124439201068 -29783.035746652611 -1530.4562897108403 -17023.938374067428 291013.80343749997 -11590.174107142857 -84572.029910714293 62279.327702706476 -24972.242585100448 9093.40125195785 -161011.35592672415 95984.369066220243 -3256.6992325453325 -34737.42291666667 21448.516619174174 118161.54959239131 -63349.476655717335 -42095.27024912733 -159754.18593750001 103930.67248641305 -193844.04512867649 124138.7201904297 -27320.956496930805 -5387.426941697141 -57386.153134014428 13546.527316811358 52690.802172687712 409.89767796784929 -36869.627721088436 -156973.44555121529
leaf_weight=3992241 68470 339 241 666 30 28 49 350 56 6241 29 42 440 60 262 23 110 94 36 23 34 32 70 1034 195 1453 149 824 147 36
leaf_count=3992241 68470 339 241 666 30 28 49 350 56 6241 29 42 440 60 262 23 110 94 36 23 34 32 70 1034 195 1453 149 824 147 36
internal_value=0 11.9983 3438.1 6788.41 32218 144929 22825.4 30959 50244.6 4399.44 6338.02 -9029.58 -22733.5 -58145.8 12357.3 3465.28 -3626.16 -44140.6 -74677.7 3688.68 -3382.14 -15598.3 -81761.2 -10141.5 -13637.8 2274.24 6439.6 3638.2 -10658.5 -60496.6
internal_weight=0 4.00533e+06 13093 8780 754 58 696 647 406 8026 7360 1119 682 242 437 395 372 213 130 83 4313 1365 104 1261 1229 2948 2609 2460 1007 183
internal_count=4073804 4005334 13093 8780 754 58 696 647 406 8026 7360 1119 682 242 437 395 372 213 130 83 4313 1365 104 1261 1229 2948 2609 2460 1007 183
is_linear=0
shrinkage=0.1


Tree=1408
num_leaves=31
num_cat=0
split_feature=0 0 6 0 1 1 4 4 4 7 0 1 1 4 4 7 1 1 1 4 1 2 1 4 0 0 4 4 0 6
split_gain=3.32732e+12 5.91342e+13 7.31042e+13 5.5214e+13 2.45234e+14 4.75368e+14 4.40816e+14 2.07392e+14 2.3589e+14 2.03831e+14 1.54518e+14 1.36022e+14 1.34106e+14 1.39256e+14 2.65035e+14 1.80402e+14 1.29342e+14 1.2823e+14 3.74537e+14 1.24311e+14 1.27285e+14 1.6516e+14 1.21276e+14 2.21257e+14 3.23789e+14 1.81593e+14 1.2649e+14 2.15652e+14 1.3902e+14 1.35645e+14
threshold=55.753967500000009 55.728148450000006 70.00500000000001 55.702806750000008 37.543519500000009 37.631035900000008 18.500000000000004 7.5000000000000009 23.500000000000004 6.0000000000000009 55.721784200000009 37.729575300000008 37.924401400000008 14.500000000000002 24.500000000000004 6.0000000000000009 37.897576350000001 37.488790500000007 37.46219940000001 12.500000000000002 37.780517050000007 75.000000000000014 37.682335600000009 15.500000000000002 55.710673100000008 55.721784200000009 24.500000000000004 16.500000000000004 55.721784200000009 55.015000000000008
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 -1 7 6 9 -5 -9 10 -6 22 13 15 -15 -13 -16 18 -10 -17 -21 -22 23 -7 -25 -26 27 28 -24 -29
right_child=-2 2 -4 4 5 11 -8 8 17 -11 -12 12 -14 14 16 19 -18 -19 -20 20 21 -23 26 24 25 -27 -28 29 -30 -31
leaf_value=55.667936990512317 -115.09887390833291 1608.6280351767582 10803.839737070775 12217.149713872699 31843.081624762184 -26497.052130387365 -261994.36916333577 -33264.278392064072 10556.957147877967 181447.2075136127 107211.16932107677 6296.0994492549562 -5725.329628422317 31246.521521306749 -11527.04166993784 22631.439423217773 55635.011896138254 -60830.10455649771 245869.80131293405 -82567.464444864119 49864.907534659629 -52955.98199707031 -102157.10042663233 -20199.787242146733 129652.12377817761 -20893.912259615387 -84600.652121274106 38444.680329177143 168755.1925 -34607.000403712234
leaf_weight=2403633 1553707 59433 10118 1861 1043 1711 43 6274 1117 132 368 4378 17154 4735 3097 320 316 205 72 563 234 470 358 527 349 104 444 491 20 527
leaf_count=2403633 1553707 59433 10118 1861 1043 1711 43 6274 1117 132 368 4378 17154 4735 3097 320 316 205 72 563 234 470 358 527 349 104 444 491 20 527
internal_value=0 70.9615 2946.31 -10.6462 -3408.31 241.953 53815.5 -17729 -24996.8 62616.4 51499.7 -2131.58 214.967 7435.25 15934.4 -4174.35 -5308.7 12212.8 24806.3 -33058.8 -47124.2 -18779.7 -18324.3 -4796.03 33092.2 95089.7 -38109.4 -23322.8 -87823.1 627.16
internal_weight=0 2.5201e+06 69551 2.45055e+06 46913 37384 1586 9529 7668 1543 1411 35798 31267 14113 8148 5965 3413 1394 1189 1587 1267 704 4531 2691 980 453 1840 1396 378 1018
internal_count=4073804 2520097 69551 2450546 46913 37384 1586 9529 7668 1543 1411 35798 31267 14113 8148 5965 3413 1394 1189 1587 1267 704 4531 2691 980 453 1840 1396 378 1018
is_linear=0
shrinkage=0.1


Tree=1409
num_leaves=31
num_cat=0
split_feature=4 2 7 6 3 1 0 0 0 4 1 6 5 0 6 0 6 6 5 3 6 0 1 1 6 1 1 0 6 1
split_gain=3.26508e+12 2.39925e+13 5.84025e+13 5.47051e+13 4.26241e+13 3.9562e+13 9.50969e+13 4.55539e+13 7.03294e+13 7.83023e+13 6.92238e+13 3.94047e+13 7.17989e+13 8.63854e+13 1.21632e+14 1.81932e+14 5.90838e+13 5.71385e+13 7.95394e+13 1.32697e+14 7.42788e+13 7.34558e+13 8.64432e+13 9.08693e+13 8.48062e+13 9.76236e+13 7.41617e+13 8.94974e+13 7.58308e+13 6.45702e+13
threshold=5.5000000000000009 36.000000000000007 6.0000000000000009 76.605000000000004 4.5000000000000009 37.600779750000008 55.622114900000007 55.743464250000009 55.801384500000005 4.5000000000000009 37.740454950000007 56.010000000000012 2.5000000000000004 55.806294650000005 55.405000000000008 55.82518790000001 45.305000000000007 75.010000000000005 3.5000000000000004 3.5000000000000004 70.00500000000001 55.806294650000005 37.600779750000008 37.649344350000007 74.615000000000009 37.563506350000004 37.600779750000008 55.791814000000009 67.00500000000001 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 -10 12 -1 16 -15 -16 -14 18 21 20 -20 24 -23 -24 25 29 27 28 -27 -13
right_child=-2 -3 3 -5 -6 7 -8 8 10 -11 -12 17 13 14 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=827.22230426887802 -55.979691637561956 207.076306384383 -43493.844647739956 71529.052099609384 -11848.737324538528 -141509.65240675406 -229940.42270220589 -96853.976953125006 67951.191498898246 55535.24528180396 -77869.261543142246 -16009.11829101687 148629.83643229166 38120.766776992888 348951.2026041667 9079.7955357142855 4860.6729378577502 7884.5655600619157 -125296.45032714843 -308570.03339843749 82860.445625000008 -10244.224032650904 -226578.23982263517 -59968.223199205 -95589.986884167738 52895.163313957841 5015.0100431674036 -118520.94456249999 188899.02257965688 -104511.49919921876
leaf_weight=11543 2928705 1123208 140 48 3762 31 34 42 39 171 197 981 30 167 36 28 606 1617 40 24 30 420 37 284 98 209 1111 25 51 90
leaf_count=11543 2928705 1123208 140 48 3762 31 34 42 39 171 197 981 30 167 36 28 606 1617 40 24 30 420 37 284 98 209 1111 25 51 90
internal_value=0 143.174 -3135.62 -31512.8 -2195.47 -39075.5 -79925.9 -24267.3 -16172.6 25486.7 -53771.8 -111.597 2911.82 30665.6 83041.8 200257 11642.2 -7590.3 -14950 -105657 -36086.4 -12370.9 -40103.8 -79172.5 -4359.14 -735.058 16688.8 62196.2 79572.8 -23446.3
internal_weight=0 1.1451e+06 21891 702 21189 654 174 480 449 213 236 17427 12410 867 231 64 636 5017 3400 94 70 3306 741 321 2565 2467 1396 285 260 1071
internal_count=4073804 1145099 21891 702 21189 654 174 480 449 213 236 17427 12410 867 231 64 636 5017 3400 94 70 3306 741 321 2565 2467 1396 285 260 1071
is_linear=0
shrinkage=0.1


Tree=1410
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 1 4 6 6 7 6 6 4 6 1 3 4 6 3 3 4 4 5 6 6 5 1 6 6 4
split_gain=3.18768e+12 4.39285e+13 5.45775e+13 1.10359e+14 1.21958e+14 4.33005e+13 6.27219e+13 6.36003e+13 1.26966e+14 6.40759e+13 6.21599e+13 6.10166e+13 5.20345e+13 6.20098e+13 4.76622e+13 8.83707e+13 1.15686e+14 6.34716e+13 7.31482e+13 4.89954e+13 4.85739e+13 7.97179e+13 5.43996e+13 5.46573e+13 4.47518e+13 4.43704e+13 5.11404e+13 9.55981e+13 9.25588e+13 8.33694e+13
threshold=43.687280500000007 39.625203600000013 5.5000000000000009 51.805000000000007 42.875000000000007 39.689978950000004 3.5000000000000004 47.420000000000009 45.005000000000003 6.0000000000000009 44.410000000000004 48.945000000000007 2.5000000000000004 77.565000000000012 39.703507450000011 5.5000000000000009 18.500000000000004 82.905000000000015 2.5000000000000004 12.500000000000002 13.500000000000002 12.500000000000002 2.5000000000000004 53.310000000000009 53.995000000000012 2.5000000000000004 39.718675700000013 112.00500000000001 114.05000000000001 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 -4 6 11 8 10 -9 -8 -3 -13 -14 15 17 19 -7 -19 20 21 22 23 -17 -23 -16 27 29 -29 -27
right_child=-2 5 3 -5 -6 14 7 9 -10 -11 -12 12 13 -15 25 16 -18 18 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-9458.95991606793 13.730741071209563 -28764.632096354169 58710.00563616072 -42849.399140624999 369485.86584578804 6174.7103101079565 -7421.2225424729031 -58090.294093918033 153433.12174479169 24448.44597342355 -128061.95309027779 -26643.81186342593 71334.612563775518 267529.66093750001 -2034.8113061919271 33732.684880013629 -137403.09303571429 2834.7589728417333 -139491.77450382008 156243.0301171875 -37916.170555922567 131139.90311840162 106529.52868303571 -56450.381492991728 6822.4560763888894 -22824.661849922839 2012.995803489147 274837.66143465909 59970.989805724559 46399.082192622955
leaf_weight=74 3977958 72 28 30 23 1187 839 587 48 112 45 27 49 24 67195 321 35 77 68 40 68 148 77 85 36 405 23593 22 226 305
leaf_count=74 3977958 72 28 30 23 1187 839 587 48 112 45 27 49 24 67195 321 35 77 68 40 68 148 77 85 36 405 23593 22 226 305
internal_value=0 -569.876 52623.3 109340 198864 -656.038 -16006.4 -22063.3 -4961.81 -44865.2 -13562.4 41428.3 91967.2 135837 -361.254 14384.5 40431.2 -1454.79 -63911.5 48462.5 42596.9 50805.1 29467.3 14852 106817 -705.523 2932.68 25582.1 79031.7 6912.3
internal_weight=0 95846 155 81 51 95691 1803 1631 932 699 884 172 100 73 93888 2142 810 1332 145 775 735 667 483 406 184 91746 24551 958 248 710
internal_count=4073804 95846 155 81 51 95691 1803 1631 932 699 884 172 100 73 93888 2142 810 1332 145 775 735 667 483 406 184 91746 24551 958 248 710
is_linear=0
shrinkage=0.1


Tree=1411
num_leaves=31
num_cat=0
split_feature=6 1 4 3 4 6 6 4 6 1 0 1 6 6 1 3 4 0 1 0 3 6 6 6 1 3 4 1 1 5
split_gain=3.32187e+12 1.46377e+13 2.46466e+13 6.391e+13 4.17109e+13 5.88608e+13 4.29803e+13 2.93085e+13 5.90097e+13 2.73851e+13 1.42163e+14 6.21444e+13 3.9209e+13 6.4381e+13 4.33066e+13 3.43373e+13 3.01264e+13 2.91676e+13 2.90571e+13 5.1241e+13 5.02222e+13 6.8976e+13 5.19082e+13 2.71139e+13 2.66615e+13 2.60913e+13 2.50413e+13 5.44353e+13 3.90925e+13 4.06189e+13
threshold=102.04000000000001 82.948524700000021 19.500000000000004 15.500000000000002 21.500000000000004 156.15000000000003 138.05000000000004 22.500000000000004 125.02000000000002 83.025426800000005 54.916864950000011 82.981285100000022 189.00000000000003 168.45000000000002 83.007653300000015 6.5000000000000009 4.5000000000000009 54.980317700000008 82.961694200000011 55.061158000000006 3.5000000000000004 110.01500000000001 120.05000000000001 189.00000000000003 82.963919600000011 4.5000000000000009 10.500000000000002 83.117716000000016 83.689608100000015 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 9 -4 6 7 -6 -9 10 11 -3 13 18 16 17 -15 -14 20 24 22 25 -12 -5 -20 -22 -11 -28 -29 -30
right_child=1 2 4 23 5 -7 -8 8 -10 26 12 -13 15 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=14.851790965230501 -186.6858143910485 -39405.118359375003 67062.558196824597 -46774.168743133545 -35568.17530110677 147836.31406249999 -134354.2734375 3271.4124883692666 150131.85035282257 -4037.7592046330365 -24291.654620452427 -229734.7550595238 119899.6170748197 36732.572493489584 -193038.19739379885 -108206.43831521738 -118637.07895883413 11875.877736789993 110515.21185461956 -46939.023996954456 45154.682053786062 21343.87054796845 -151255.38052309098 -147237.7786764706 1852.0983559617719 -60022.849993079486 66366.751593017587 -48915.791754347279 -7363.4292796741838 32408.047988197424
leaf_weight=3966508 97876 29 124 128 144 26 25 233 31 4341 67 42 26 24 32 23 26 647 23 236 26 259 62 34 1236 254 160 124 572 466
leaf_count=3966508 97876 29 124 128 144 26 25 233 31 4341 67 42 26 24 32 23 26 647 23 236 26 259 62 34 1236 254 160 124 572 466
internal_value=0 -549.04 -4313.98 -5627.8 15600.6 1698.03 -7077.02 721.836 20516.4 -4465.67 -12169.7 -151994 -8794.13 -15223.1 -102198 11943 -44059.6 16049.2 -11925.9 -4178.31 -29265.1 -15851.1 -85313 -67859.1 3837.21 -50256.4 -368.095 11681.8 4152.07 10491.6
internal_weight=0 107296 9420 8837 583 459 433 408 264 8675 3012 71 2941 2245 82 696 50 673 2163 1495 668 539 129 162 1259 280 5663 1322 1162 1038
internal_count=4073804 107296 9420 8837 583 459 433 408 264 8675 3012 71 2941 2245 82 696 50 673 2163 1495 668 539 129 162 1259 280 5663 1322 1162 1038
is_linear=0
shrinkage=0.1


Tree=1412
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 7 6 5 6 5 6 4 4 4 7 0 3 6 4 6 0 6 6 2 3 3 6 6 5 6
split_gain=3.17195e+12 1.913e+13 6.79581e+13 9.82657e+13 9.17874e+13 1.81032e+14 8.1128e+13 5.30247e+13 7.03356e+13 4.77285e+13 6.44293e+13 4.72719e+13 4.23415e+13 3.8066e+13 3.76246e+13 8.39143e+13 8.04564e+13 3.71055e+13 3.70434e+13 4.17966e+13 3.61205e+13 6.50316e+13 8.49381e+13 3.51134e+13 3.51057e+13 3.43038e+13 5.79267e+13 5.59639e+13 4.26088e+13 3.43147e+13
threshold=30.084656550000002 30.157841000000001 52.015000000000008 60.028671700000011 59.848366150000011 6.0000000000000009 73.41500000000002 1.5000000000000002 61.425000000000004 3.5000000000000004 118.04500000000002 24.500000000000004 13.500000000000002 3.5000000000000004 6.0000000000000009 59.764576050000009 7.5000000000000009 78.605000000000004 13.500000000000002 82.905000000000015 59.838047850000002 95.045000000000016 112.00500000000001 3338.0000000000005 2.5000000000000004 13.500000000000002 106.49500000000002 83.010000000000005 2.5000000000000004 94.02500000000002
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 6 7 12 8 -6 11 -11 24 14 -8 23 16 -16 -5 19 -15 -21 -22 -23 -4 -9 26 27 28 -7 -27
right_child=1 -3 3 17 5 25 13 9 -10 10 -12 -13 -14 18 15 -17 -18 -19 -20 20 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-772.45279851338273 -2581.2794119299465 -3.7752582243367905 -952.86113321521702 -32511.670694621229 52174.232012648812 -3665.5095269796857 -97133.974761284728 14808.865627633882 248964.63962402346 231646.78948863639 40651.787438322375 -76909.858439390126 -17006.566125868056 -28779.590750185653 60116.678276367187 24934.613721116286 294840.28750000003 -140663.42074652779 -51591.75383261167 -10990.036557798034 98041.991055045874 -193538.04263392859 60852.816026785717 32824.640423496377 58217.01246717223 38460.819483774074 72467.478203029255 -37227.943069798777 45604.309780428099 -27775.180342741936
leaf_weight=52475 8674 4005167 1167 267 42 853 63 241 32 33 38 31 450 384 40 650 23 36 234 189 109 21 35 418 821 492 102 403 221 93
leaf_count=52475 8674 4005167 1167 267 42 853 63 241 32 33 38 31 450 384 40 650 23 36 234 189 109 21 35 418 821 492 102 403 221 93
internal_value=0 10.0799 3443.57 10422.7 12775.2 24693.9 2056.83 55192.4 137273 49974.2 129424 44813.3 11044.1 -21805.1 16537.1 35615 145809 -45361.4 -16922.7 -5930.02 18856 53043.2 -34543.8 7955.02 48366.4 7245.99 -417.546 -5450.91 6472.88 27931
internal_weight=0 4.02133e+06 16162 7488 7185 3402 3783 1238 74 1164 71 1093 2748 1035 2298 713 63 303 972 738 354 165 56 1585 1062 2164 1579 1477 1074 585
internal_count=4073804 4021329 16162 7488 7185 3402 3783 1238 74 1164 71 1093 2748 1035 2298 713 63 303 972 738 354 165 56 1585 1062 2164 1579 1477 1074 585
is_linear=0
shrinkage=0.1


Tree=1413
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 0 0 6 0 5 0 6 6 6 0 3 1 1 0 0 1 1 6 1 2 3 0 1 7 1
split_gain=3.25583e+12 1.99264e+13 4.32545e+13 1.66762e+14 6.13481e+13 5.98401e+13 7.89236e+13 5.19296e+13 4.81908e+13 5.78128e+13 8.48601e+13 7.31556e+13 8.51236e+13 4.73206e+13 4.55661e+13 4.47707e+13 4.47499e+13 1.50582e+14 8.29615e+13 5.75816e+13 4.26625e+13 4.18326e+13 4.17296e+13 4.94274e+13 4.78941e+13 6.82574e+13 9.02973e+13 8.88107e+13 1.37119e+14 7.9234e+13
threshold=19.500000000000004 22.500000000000004 49.030112300000006 49.147669400000005 39.777866350000004 55.812023600000011 55.82518790000001 68.515000000000015 54.998919050000005 2.5000000000000004 54.73499850000001 95.045000000000016 104.01000000000001 112.00500000000001 56.288960650000007 12.500000000000002 39.652459050000012 39.689978950000004 47.245981600000007 47.234875100000004 39.908802000000009 49.111590500000005 33.005000000000003 33.882313700000005 75.000000000000014 4.5000000000000009 55.876067900000002 37.740454950000007 6.0000000000000009 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -4 13 14 9 -5 -11 -12 -13 -7 -6 -14 22 18 19 -18 -9 -8 23 -2 25 26 -24 29 -29 -27
right_child=1 -3 3 8 7 6 21 20 -10 10 11 12 15 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=32.457980573398217 20753.280273367647 154.12838978492127 46096.747980139568 3926.0015152697069 -424.34292899459024 6899.9860603625966 -205.72997965494793 -67852.402677876249 -1945.0169797112894 12557.607690299132 30864.338698475756 211413.45100203805 -50794.955175781251 -57975.2837079327 -25571.68854293754 145518.2543154762 32814.464639747748 2432.6800351663742 -33394.226188390443 120817.61098317009 -18615.150079711351 69458.652894901446 -4912.9722426376557 -1270.7828581707115 -4237.3035316484775 4129.0608424198253 -48338.72247593692 -49524.683551087583 38688.219900319549 62800.375974676434
leaf_weight=3599339 1670 343403 999 3181 2107 832 120 296 22615 561 127 69 26 130 1095 21 118 5715 68 201 434 306 3570 2614 63487 18990 553 687 237 233
leaf_count=3599339 1670 343403 999 3181 2107 832 120 296 22615 561 127 69 26 130 1095 21 118 5715 68 201 434 306 3570 2614 63487 18990 553 687 237 233
internal_value=0 -246.23 -1295.23 2113.83 -2263.33 27433.7 14001.2 -14511.3 -158.294 9981.42 33939.5 83302.5 140713 -1866.94 -9024.08 36919.5 -1772.63 6520.55 66888 88264.7 -38579.8 49834.9 -2322.43 7314.69 -2792.89 985.512 -10737.5 3384.57 -26898.6 4840.21
internal_weight=0 474465 131062 28987 102075 2387 1388 3932 26600 3985 804 243 116 962 3202 47 98143 6102 387 319 730 426 92041 4284 87757 24270 4123 20147 924 19223
internal_count=4073804 474465 131062 28987 102075 2387 1388 3932 26600 3985 804 243 116 962 3202 47 98143 6102 387 319 730 426 92041 4284 87757 24270 4123 20147 924 19223
is_linear=0
shrinkage=0.1


Tree=1414
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 1 4 6 4 4 6 4 4 1 0 0 0 7 0 6 6 2 0 6 4 1 0 0 0
split_gain=3.30015e+12 6.49278e+13 5.64337e+13 9.38859e+13 5.43715e+13 5.80006e+13 5.3672e+13 5.64466e+13 1.08301e+14 4.62165e+13 5.48326e+13 5.68025e+13 3.65827e+13 3.56535e+13 3.44053e+13 6.09042e+13 6.82151e+13 3.9703e+13 4.63792e+13 3.84866e+13 5.39675e+13 3.75368e+13 3.1891e+13 3.24767e+13 4.05253e+13 3.04191e+13 2.98206e+13 6.14963e+13 1.17265e+14 6.96928e+13
threshold=50.213874250000011 49.692247900000005 53.20799465000001 53.341100000000004 189.00000000000003 149.05000000000004 50.136929700000003 3.5000000000000004 87.395000000000024 21.500000000000004 4.5000000000000009 112.00500000000001 24.500000000000004 20.500000000000004 49.300375350000003 55.79439725000001 55.749683450000006 55.812023600000011 6.0000000000000009 53.506098950000009 168.45000000000002 46.420000000000009 2911.0000000000005 58.603553700000006 80.720000000000013 7.5000000000000009 60.516422150000004 57.892117950000006 56.986919400000012 58.08467765000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 9 -4 8 -8 10 11 -3 -11 -12 -1 16 19 18 21 -16 -21 -17 23 24 -19 -7 27 28 -2 -29
right_child=26 2 3 -5 -6 25 7 -9 -10 12 13 -13 -14 -15 15 17 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=45.371668308448513 -1322.8567697734529 -9800.3033653468647 56579.226463575491 -7098.4419342883284 -94303.539439883491 178549.13712500001 36854.034466068333 12842.040679315816 264704.64093749999 -18583.15137923415 5600.4109705196488 -171332.92926136366 2504.7405490701967 139207.8709375 -20249.111778541308 14244.087260307198 -51657.91357339864 6374.3410869488962 -5398.3269949362002 -3728.924812942304 -160658.21526988636 51624.469594029018 -12786.398144655433 -13614.439835755882 65299.055443745274 45129.536024305562 93.818045487820598 4542.1573243382654 -12283.023842788783 -1752.0345476306318
leaf_weight=2419315 216885 2077 308 2337 59 25 126 7722 25 1860 14722 22 1475 20 2083 1340 387 1987 1009 5614 22 336 2138 820 124 54 1310121 37173 10222 33396
leaf_count=2419315 216885 2077 308 2337 59 25 126 7722 25 1860 14722 22 1475 20 2083 1340 387 1987 1009 5614 22 336 2138 820 124 54 1310121 37173 10222 33396
internal_value=0 72.6751 4632.86 10578.5 1554.37 1833.59 15628.1 14026.1 74577.6 1498.75 3628.58 -11493.4 -9256.42 5781.67 14.9381 -4627.46 -10688.3 1708.5 11540.4 -8634.22 -4341.49 21738 -3499.36 3275.01 9835.57 87350.9 -111.468 -1014.96 -1816.17 1563.5
internal_weight=0 2.46601e+06 30832 10518 20314 20255 8181 7873 151 20176 16841 2099 3335 14742 2.43518e+06 15860 8106 7754 2685 7719 5636 1676 5069 2931 2111 79 1.6078e+06 297676 227107 70569
internal_count=4073804 2466007 30832 10518 20314 20255 8181 7873 151 20176 16841 2099 3335 14742 2435175 15860 8106 7754 2685 7719 5636 1676 5069 2931 2111 79 1607797 297676 227107 70569
is_linear=0
shrinkage=0.1


Tree=1415
num_leaves=31
num_cat=0
split_feature=0 3 2 6 1 6 4 0 1 4 7 1 6 5 6 3 1 1 6 0 4 4 6 6 4 6 5 1 6 1
split_gain=3.47987e+12 1.42885e+13 1.39505e+13 1.45572e+13 1.35058e+13 1.16899e+13 1.55208e+13 1.26402e+13 6.56869e+13 2.41322e+13 2.12129e+13 3.01325e+13 1.97316e+13 1.33648e+13 1.26893e+13 1.33866e+13 1.26538e+13 3.62982e+13 4.87502e+13 3.97139e+13 4.36775e+13 7.07588e+13 3.37658e+13 2.46252e+13 2.01381e+13 1.95783e+13 2.76181e+13 1.59853e+13 1.39956e+13 1.37235e+13
threshold=60.753246850000004 1.5000000000000002 4395.5000000000009 91.02500000000002 30.084656550000002 73.00500000000001 4.5000000000000009 63.565651350000003 59.999510900000011 6.5000000000000009 6.0000000000000009 53.252814850000007 83.820000000000007 3.5000000000000004 85.020000000000024 7.5000000000000009 50.815483650000004 34.382014200000008 88.825000000000003 61.78914120000001 7.5000000000000009 5.5000000000000009 92.02500000000002 80.030000000000015 11.500000000000002 89.00500000000001 3.5000000000000004 45.71452080000001 99.050000000000011 50.298521650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 9 12 11 -11 -9 -13 -12 -16 17 19 24 -8 21 22 23 -21 29 -22 -27 -20 -28 -19
right_child=1 4 -4 -5 5 6 7 8 -10 10 14 13 -14 -15 15 -17 -18 18 27 20 25 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-10.978294065051125 6751.5438828620363 -23499.333487123004 -3802.3247314119435 66561.17611282703 1080.6759877932207 -8219.2893740866093 2950.7716418743134 18236.091783311633 -43543.913134765629 85915.69766700115 20994.834567512724 -12265.464644632711 -55295.792406566725 45090.723303506544 -69148.159279725616 27546.487668678979 16209.09010608061 -24582.332509765627 -113547.97071143618 51763.952143012153 73763.971697591143 219847.13132324221 126336.79466911765 -82525.368128551141 -57754.497877038055 -94701.256451612921 -37501.870742187501 -43482.391168558373 72025.325725446441 26637.445158231436
leaf_weight=4017125 759 215 9054 43 41734 643 640 72 267 109 109 77 74 86 41 22 2025 70 47 36 30 32 34 22 46 31 20 106 28 207
leaf_count=4017125 759 215 9054 43 41734 643 640 72 267 109 109 77 74 86 41 22 2025 70 47 36 30 32 34 22 46 31 20 106 28 207
internal_value=0 778.087 -2682.6 9958.29 1506.54 1621.89 6256.11 8455.99 -2389.21 16235 27832.3 45213.9 -19033.5 17996.1 345.263 -35381.8 11210.7 3707.52 -18507.2 15820 51168.9 91762.1 47210.8 826.624 3518.52 4989.47 -21127.4 -65005.8 26389 13693.8
internal_weight=0 56679 9856 802 46823 46608 4874 4231 857 590 444 272 146 163 172 63 3374 1349 476 873 233 124 92 58 323 109 79 153 48 277
internal_count=4073804 56679 9856 802 46823 46608 4874 4231 857 590 444 272 146 163 172 63 3374 1349 476 873 233 124 92 58 323 109 79 153 48 277
is_linear=0
shrinkage=0.1


Tree=1416
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 5 2 2 0 1 0 0 0 3 6 2 6 1 0 5 4 1 1 5 2 5 0 0 0 0
split_gain=3.45417e+12 1.49365e+13 1.36003e+13 1.75347e+13 1.41628e+13 1.98912e+13 1.47584e+13 1.87213e+13 1.30199e+13 1.83426e+13 1.41095e+13 2.02e+13 2.1816e+13 1.34031e+13 1.29204e+13 1.27584e+13 1.23156e+13 2.71815e+13 1.70994e+13 1.91777e+13 1.23054e+13 1.17897e+13 1.14755e+13 1.13414e+13 2.07599e+13 1.08454e+13 1.10372e+13 2.31724e+13 2.44687e+13 2.86441e+13
threshold=2.5000000000000004 47.245981600000007 51.768991500000006 36.555998300000006 52.516286950000008 5.5000000000000009 7029.0000000000009 5325.0000000000009 52.960348700000004 52.061190950000004 53.356310450000002 53.506098950000009 54.188398350000007 2.5000000000000004 69.605000000000004 2764.0000000000005 247.90000000000001 82.963919600000011 55.183288250000011 2.5000000000000004 1.5000000000000002 56.805602900000004 83.754481100000007 5.5000000000000009 2882.5000000000005 3.5000000000000004 55.79439725000001 55.897267000000006 56.006509350000009 56.148747500000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 7 21 9 -6 15 22 -13 16 -8 -10 25 18 -18 -20 -9 -4 -12 -1 -25 -14 -27 -28 -29 -30
right_child=-2 2 4 -5 5 -7 14 20 10 -11 11 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-1466.2417649863378 -15.494132062512509 -39312.87349379596 -19019.36723719443 6426.9826214802588 -24182.309171376332 -66082.033039994683 -17838.769445597154 -8319.1564675687532 17461.652062841047 13636.289625379295 19637.33561115824 -7193.0162208158572 1152.204943181363 64212.409920008038 9155.5446820068373 -7045.7922998211789 -72605.187929687498 128671.24645182292 -5858.8190181573236 100777.79314903847 13486.228514219642 -95743.378490149451 -1568.3685576095797 -5057.5085700757581 122129.69267113095 -103.08173180106301 86368.109710427991 -75224.047936197923 94239.922378472227 11991.172538273704
leaf_weight=29493 3961637 85 155 5999 141 44 1139 396 228 1418 921 3064 62962 34 210 3109 20 24 48 26 747 23 353 33 21 636 46 30 45 717
leaf_count=29493 3961637 85 155 5999 141 44 1139 396 228 1418 921 3064 62962 34 210 3109 20 24 48 26 747 23 353 33 21 636 46 30 45 717
internal_value=0 547.239 1237.33 5787.95 875.592 1134.22 -6279.39 1233.71 1174.28 10215.9 979.219 1286.68 1051.75 1442.88 -13636.5 -5371.33 1409.82 33686.5 9435.06 31608.1 5931.61 -28933.1 13761.7 -1382.41 44404.2 1350.71 9829.8 17368.4 13360.8 16848.4
internal_weight=0 112167 82620 6084 76536 73866 2670 1321 73822 1559 72263 68926 67652 64588 1349 3337 64554 118 94 74 1143 178 1274 29547 54 64436 1474 838 792 762
internal_count=4073804 112167 82620 6084 76536 73866 2670 1321 73822 1559 72263 68926 67652 64588 1349 3337 64554 118 94 74 1143 178 1274 29547 54 64436 1474 838 792 762
is_linear=0
shrinkage=0.1


Tree=1417
num_leaves=31
num_cat=0
split_feature=6 1 4 6 3 6 0 4 1 0 4 2 5 4 0 0 1 4 4 0 5 1 0 1 7 1 1 1 1 1
split_gain=3.1863e+12 1.374e+13 2.52569e+13 3.08805e+13 2.79833e+13 1.47444e+13 4.0621e+13 7.41995e+13 5.38404e+13 5.85462e+13 4.93861e+13 5.85732e+13 4.40989e+13 3.81797e+13 3.67136e+13 3.45169e+13 8.38649e+13 3.39621e+13 3.75582e+13 1.13818e+14 7.13662e+13 7.49419e+13 4.36406e+13 5.15665e+13 5.98794e+13 4.01232e+13 3.34544e+13 5.36821e+13 5.08398e+13 4.30504e+13
threshold=112.00500000000001 118.02765200000002 4.5000000000000009 149.05000000000004 5.5000000000000009 114.05000000000001 54.707511300000007 12.500000000000002 60.605526900000008 55.029726000000004 9.5000000000000018 2892.5000000000005 3.5000000000000004 4.5000000000000009 45.067157700000003 43.687280500000007 43.047633000000012 9.5000000000000018 6.5000000000000009 54.932051950000009 4.5000000000000009 43.997056950000008 59.939085000000013 37.740454950000007 6.0000000000000009 30.345769800000003 30.260128500000004 30.303340300000002 30.315889700000003 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 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 17 13 15 12 14 -10 -12 16 -2 18 19 -8 21 -21 23 24 -20 -22 -19 -28 -29 -30
right_child=1 2 3 -5 -6 -7 8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 26 22 20 25 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=11.563101176465208 214259.41398809524 -33868.604887152782 151978.66204769738 -20613.985232204865 28046.17194196429 -340.49001743277444 186353.55410714287 -48028.795794826605 140635.77656250002 -23010.411706836716 200743.00193452381 -5606.1838489692755 -7342.1854745370365 14263.212380642362 45698.979541015629 -29372.255193697518 -22517.972626201925 -25171.512558880975 -156759.02339607009 -49256.097899342814 203249.69205163047 65099.308629728621 66875.602065805288 1978.8776787982724 -30128.199893259451 30092.567260742188 157194.46761592742 -75756.682748724488 87830.354699595046 21045.222945511752
leaf_weight=4005334 21 45 38 36 35 63531 35 574 26 1335 42 119 27 297 24 387 52 136 66 233 23 76 39 123 86 32 31 49 109 843
leaf_count=4005334 21 45 38 36 35 63531 35 574 26 1335 42 119 27 297 24 387 52 136 66 233 23 76 39 123 86 32 31 49 109 843
internal_value=0 -676.414 29159.8 55180.7 92559 -743.672 -6096.77 -21624.8 -629.713 -13767.3 928.656 40861.4 100320 24435.6 144363 -17475.1 45596.1 10950.4 -6247.71 14112.7 -2448.95 -21129.8 -32119.7 -46159 -85112.6 102504 21448.9 27592.6 23579 28691.8
internal_weight=0 68470 154 109 73 68316 4785 1246 3539 1658 672 212 93 323 66 460 73 1881 713 399 364 309 314 275 152 55 1168 1032 1001 952
internal_count=4073804 68470 154 109 73 68316 4785 1246 3539 1658 672 212 93 323 66 460 73 1881 713 399 364 309 314 275 152 55 1168 1032 1001 952
is_linear=0
shrinkage=0.1


Tree=1418
num_leaves=31
num_cat=0
split_feature=4 5 2 6 6 3 6 0 0 6 0 6 1 0 3 0 6 3 6 1 6 3 1 1 6 6 1 1 1 6
split_gain=3.10777e+12 2.31121e+13 2.68384e+13 5.56599e+13 6.8527e+13 6.65114e+13 4.91697e+13 3.84925e+13 1.63379e+14 3.67049e+13 3.4723e+13 1.27114e+14 5.36147e+13 5.54568e+13 5.25883e+13 4.63796e+13 6.09601e+13 8.51732e+13 5.35486e+13 4.9123e+13 4.87282e+13 8.49093e+13 4.54134e+13 6.38621e+13 8.3738e+13 7.09419e+13 5.37976e+13 5.2116e+13 3.72026e+13 3.57697e+13
threshold=5.5000000000000009 3.5000000000000004 9613.5000000000018 99.050000000000011 125.02000000000002 3.5000000000000004 116.05000000000001 55.080855950000007 55.050541250000002 97.020000000000024 55.071632200000003 72.020000000000024 82.941727000000014 55.102137100000007 4.5000000000000009 55.034466500000008 73.00500000000001 3.5000000000000004 73.995000000000019 82.886781200000016 57.995000000000012 1.5000000000000002 82.948524700000021 82.956351500000011 54.410000000000004 74.015000000000015 83.011163250000024 82.981285100000022 82.956351500000011 80.030000000000015
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 9 5 6 -5 8 -6 10 15 12 -12 -14 29 22 20 18 -18 -20 -17 -22 -4 24 -24 -25 27 -27 -15 -13
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 11 14 13 28 -16 16 17 -19 19 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=242.87136883354026 -54.614486150901257 2417.0371970969672 654.5463309381928 -32486.823599735388 6971.2339082246681 7900.904997775755 -93491.27141715707 -62896.178213443403 233874.18674107143 59269.452026608917 -8898.523690477974 -28164.613808377391 11352.367819715984 -33349.00517100178 -50773.17869416414 4388.290296183277 102827.15820188884 -12830.580694436225 135333.49239443825 20567.965465905359 20732.885272475552 -16038.252264828212 -3120.5174412070337 -3812.7969251955665 -48818.828789642983 -39800.328364257817 5999.84585785949 60260.145808919275 -1333.5170726325589 4545.227596755255
leaf_weight=957520 2928705 42894 50625 930 340 371 154 53 35 101 7642 993 4063 378 675 21094 158 297 42 333 802 2894 913 39912 715 60 1089 393 9119 504
leaf_count=957520 2928705 42894 50625 930 340 371 154 53 35 101 7642 993 4063 378 675 21094 158 297 42 333 802 2894 913 39912 715 60 1089 393 9119 504
internal_value=0 139.682 51.0552 -1218.38 -18298.9 -28645.5 -41153.5 16874.6 28148.8 -993.152 -1035.8 -4560.31 -2199.99 1575.1 -27600.6 -345.417 3425.01 30083.3 53995.9 33421.7 2532.46 -8059.23 -1376.27 -3762.66 -23190.7 -2999.67 18046.7 47007.1 -2607.8 -17152.1
internal_weight=0 1.1451e+06 1.1022e+06 144685 1883 1455 1084 428 375 142802 142701 23374 21202 13560 2172 119327 25620 830 533 375 24790 3696 93707 43082 1628 41454 1542 453 9497 1497
internal_count=4073804 1145099 1102205 144685 1883 1455 1084 428 375 142802 142701 23374 21202 13560 2172 119327 25620 830 533 375 24790 3696 93707 43082 1628 41454 1542 453 9497 1497
is_linear=0
shrinkage=0.1


Tree=1419
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 6 1 4 6 6 4 5 3 6 5 6 0 0 4 6 7 4 1 1 0 4 1 1 4
split_gain=3.42934e+12 1.27871e+13 1.74084e+13 1.14373e+13 1.37683e+13 1.01743e+13 9.34743e+12 6.45904e+12 1.51952e+13 7.89758e+12 5.35396e+12 4.96375e+12 5.83537e+12 4.74412e+12 4.60769e+12 4.04292e+12 3.42707e+12 3.39212e+12 5.19393e+13 8.13793e+13 9.35615e+13 8.08516e+13 1.40491e+14 1.705e+14 1.35161e+14 2.51361e+14 1.99033e+14 1.57505e+14 2.05583e+14 1.61107e+14
threshold=14143.500000000002 63.565651350000003 59.699368850000006 72.839788400000018 2.5000000000000004 52.610000000000007 57.995000000000012 65.64204770000002 8.5000000000000018 50.995000000000012 48.410000000000004 8.5000000000000018 2.5000000000000004 2.5000000000000004 54.010000000000012 2.5000000000000004 39.995000000000012 55.753967500000009 55.783232450000007 13.500000000000002 87.395000000000024 6.0000000000000009 25.500000000000004 37.873748150000004 37.563506350000004 55.768246800000007 23.500000000000004 37.631035900000008 37.682335600000009 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=17 2 6 7 -5 16 -2 10 9 -9 -3 12 -12 -7 -4 -15 -6 -1 19 -19 21 -21 23 24 25 -23 -27 29 -29 -26
right_child=1 3 14 4 5 13 -8 8 -10 -11 11 -13 -14 15 -16 -17 -18 18 -20 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=70.295071410933105 -11970.229239101411 -27.609106660730699 -43556.191884173772 -36183.0918138587 35419.376056463072 115195.43753906252 64098.857142857152 -38014.49016927083 -79098.59595905173 33895.434077380953 41804.21119025736 37260.448866997875 -7558.7636622299387 26759.125810971469 -104384.74721679688 83813.226880787042 -12919.438503196023 -66.192128488477067 1.7322709431742851 247.82875557588747 -29333.552965584964 112391.23753154115 14484.17487675351 -58.125771648437755 -43695.065728000016 -45748.36689227631 16420.049836484952 142228.55090104169 -26646.412904043857 -115679.77370599656
leaf_weight=2520097 70 255 33 23 44 20 21 24 29 42 34 103 81 23 20 27 22 38788 1489424 11451 1805 161 1741 3843 1197 1126 949 75 1856 420
leaf_count=2520097 70 255 33 23 44 20 21 24 29 42 34 103 81 23 20 27 22 38788 1489424 11451 1805 161 1741 3843 1197 1126 949 75 1856 420
internal_value=0 6274.08 -20950.6 11666.6 35373.2 47474.6 5584.18 5030.41 -18764.2 7746.37 9809.45 21316.1 7035.51 74033.2 -66510.4 57568.3 19306.4 -1.34172 -117.601 -2920.51 -7416.66 -5683.01 -11657.2 -16384.7 -27232.4 -7976.32 -17315.7 -39367.8 -20087.3 -62392.4
internal_weight=0 871 144 727 159 136 91 568 95 66 473 218 115 70 53 50 66 4.07293e+06 1.55284e+06 63412 24624 22819 11368 9627 5784 2236 2075 3548 1931 1617
internal_count=4073804 871 144 727 159 136 91 568 95 66 473 218 115 70 53 50 66 4072933 1552836 63412 24624 22819 11368 9627 5784 2236 2075 3548 1931 1617
is_linear=0
shrinkage=0.1


Tree=1420
num_leaves=31
num_cat=0
split_feature=2 1 6 1 6 6 1 0 0 7 0 0 2 2 6 6 0 0 2 6 5 6 6 7 4 0 6 5 6 6
split_gain=3.55769e+12 2.90147e+13 4.16067e+13 3.69304e+13 4.20034e+13 5.39874e+13 4.1682e+13 1.5619e+14 1.12753e+14 1.3314e+14 9.01328e+13 5.84404e+13 5.8399e+13 5.34449e+13 7.89593e+13 6.03788e+13 4.89325e+13 4.93453e+13 3.93e+13 4.01713e+13 4.29206e+13 7.86684e+13 4.19374e+13 4.97963e+13 4.1479e+13 3.85121e+13 3.75216e+13 3.71062e+13 4.17908e+13 4.1349e+13
threshold=2599.0000000000005 37.131181300000009 32.805000000000007 37.234509300000006 40.610000000000007 63.005000000000003 37.290808600000013 55.876067900000002 55.840017500000009 6.0000000000000009 55.462387050000011 55.622114900000007 75.000000000000014 75.000000000000014 84.00500000000001 67.91500000000002 55.972700350000004 56.020150250000007 75.000000000000014 72.020000000000024 2.5000000000000004 69.605000000000004 73.995000000000019 6.0000000000000009 3.5000000000000004 55.93962770000001 62.375000000000007 4.5000000000000009 128.05000000000004 134.05000000000004
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 4 -3 -6 7 8 10 -10 -5 26 -13 15 16 -9 -15 -18 19 20 21 -7 23 -21 -24 -23 -12 28 -14 -30
right_child=-2 3 -4 6 5 18 -8 13 9 -11 11 12 27 14 -16 -17 17 -19 -20 22 -22 25 24 -25 -26 -27 -28 -29 29 -31
leaf_value=6279.1914278078066 -46.493541540256352 -3421.9282559025874 -3490.2158748045194 -59133.453167859247 13873.599402998436 -31313.019059776896 336.75405032348431 -4233.4895516322213 -23169.92398405998 171537.8799382716 43942.739856357701 -85087.459802389712 -1726.9052959903672 -21609.273423587118 -117005.32008023649 200218.76921875001 -105104.1099375342 -27459.379783728527 6887.5817688173165 1437.1346395722519 3115.3418247767859 -67549.451335685488 76371.619169904603 99439.049044278785 -14250.824783802565 -216875.16907051281 -7291.6792276235738 119783.13062499999 -140777.84618913519 6794.1544117647063
leaf_weight=4932 3265512 4332 37549 272 6870 260 733315 52 62 81 457 85 12960 1365 111 20 157 171 3322 141 189 31 53 82 1074 39 208 25 43 34
leaf_count=4932 3265512 4332 37549 272 6870 260 733315 52 62 81 457 85 12960 1365 111 20 157 171 3322 141 189 31 53 82 1074 39 208 25 43 34
internal_value=0 187.835 -2356 328.946 5024.25 8057.9 226.239 -4806.5 -1230.2 87119.1 -2127.25 -1004.62 -2467.56 -31928 -35300 52558.8 -29943 -64624.7 361.153 -11239.1 -34883.9 -56647.1 -2148.93 37473.7 -9989.08 -150745 27917.5 -1929.92 -2163.32 -75616.2
internal_weight=0 808292 42481 765811 16393 12061 749418 16103 14227 143 14084 13812 13147 1876 1804 72 1693 328 5191 1869 519 330 1350 223 1127 70 665 13062 13037 77
internal_count=4073804 808292 42481 765811 16393 12061 749418 16103 14227 143 14084 13812 13147 1876 1804 72 1693 328 5191 1869 519 330 1350 223 1127 70 665 13062 13037 77
is_linear=0
shrinkage=0.1


Tree=1421
num_leaves=31
num_cat=0
split_feature=3 6 6 1 6 0 1 1 1 6 6 6 5 1 6 6 1 4 1 6 6 0 0 0 1 1 0 1 0 1
split_gain=3.03647e+12 6.88462e+12 2.44559e+13 1.04573e+13 1.06832e+13 1.0142e+13 1.00182e+13 6.86527e+12 1.03052e+13 7.18884e+12 9.36596e+12 8.20404e+12 6.086e+12 9.91524e+12 8.9316e+12 1.03732e+13 6.96707e+12 5.89714e+12 5.31195e+12 5.14058e+12 5.1504e+12 4.96702e+12 9.30068e+12 4.84021e+12 4.82827e+12 4.70496e+12 4.47958e+12 4.47774e+12 4.70332e+12 4.38358e+12
threshold=31.500000000000004 73.00500000000001 71.030000000000015 37.374856000000008 76.00500000000001 55.728148450000006 37.534144550000008 37.442254400000003 37.503969450000007 56.205000000000005 58.045000000000009 60.005000000000003 2.5000000000000004 60.605526900000008 78.605000000000004 79.710000000000022 37.618684050000006 35.500000000000007 37.318079750000003 64.405000000000015 34.905000000000008 55.721784200000009 55.667390500000003 55.753967500000009 37.475446350000006 37.768783500000005 55.768246800000007 37.618684050000006 55.883833400000007 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 18 17 23 -11 -12 -6 14 -14 -16 -17 -9 -7 20 -8 22 29 -10 -2 27 -25 28 -13 -22
right_child=1 3 -4 4 12 7 19 8 9 10 11 25 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.7515010416904451 34833.223571275688 -68735.693652343747 89014.823513454874 -66099.944939453126 -26307.155924479172 583.75202604594995 -17347.382407924109 -4564.0047743055557 44725.73336397059 -57618.202273559575 38630.934440104167 36807.869866071429 51966.486830357142 48907.582756447307 -55292.705921052635 -28645.69336751302 17208.42263525847 -56440.330684988847 38764.775720912388 -22334.430009992735 16592.587876969679 53768.320990953944 -9515.1718069698036 -34742.366823167067 89244.473456101201 14398.062091619318 8532.7325985299303 -36415.530402523349 -30120.094159226192 58030.58756944444
leaf_weight=4072128 73 26 36 25 63 76 42 36 34 40 36 21 28 49 38 48 107 56 70 43 59 38 89 26 21 44 299 87 21 45
leaf_count=4072128 73 26 36 25 63 76 42 36 34 40 36 21 28 49 38 48 107 56 70 43 59 38 89 26 21 44 299 87 21 45
internal_value=0 4255.57 7749.69 -7500.67 -3053.44 5420.43 18328.5 -835.237 -4949.3 -229.518 -13286 -4801.34 1679.78 8210.07 -813.363 -8470.54 3008.44 -36140.9 18889.7 9802.89 14864.8 20721.6 14215 8826.35 46988.9 -13839.3 5070.72 -23470.6 3343.89 34522.5
internal_weight=0 1676 1292 384 358 1256 410 846 700 608 249 209 333 270 221 193 155 92 146 316 273 231 193 359 94 173 325 129 42 104
internal_count=4073804 1676 1292 384 358 1256 410 846 700 608 249 209 333 270 221 193 155 92 146 316 273 231 193 359 94 173 325 129 42 104
is_linear=0
shrinkage=0.1


Tree=1422
num_leaves=31
num_cat=0
split_feature=4 5 6 0 0 0 6 7 4 6 2 6 0 0 0 3 0 0 6 4 6 6 2 1 4 6 1 6 1 0
split_gain=3.01027e+12 2.50904e+13 8.9891e+13 5.81232e+13 7.03874e+13 7.93938e+13 5.23951e+13 6.27185e+13 1.10745e+14 7.64731e+13 1.34278e+14 1.27993e+14 9.53744e+13 3.53857e+14 9.08064e+13 8.95211e+13 8.74822e+13 1.00573e+14 8.57581e+13 7.07146e+13 7.02232e+13 6.97999e+13 1.12128e+14 6.45434e+13 5.5621e+13 5.53669e+13 9.2233e+13 7.73108e+13 6.72697e+13 9.53448e+13
threshold=9.5000000000000018 1.5000000000000002 50.010000000000012 55.622114900000007 59.982409200000006 59.939085000000013 39.305000000000007 6.0000000000000009 20.500000000000004 48.810000000000009 75.000000000000014 43.405000000000008 55.806294650000005 55.753967500000009 45.040161900000008 4.5000000000000009 55.768246800000007 55.759969450000007 41.505000000000003 17.500000000000004 68.515000000000015 70.50500000000001 2882.5000000000005 28.601854300000003 15.500000000000002 55.405000000000008 39.366401150000009 98.020000000000024 30.277905650000005 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 9 10 11 15 13 -13 20 -8 17 -15 -17 24 -11 22 -22 -16 -18 -9 27 28 -27 -30
right_child=1 2 -4 4 -6 -7 7 25 -10 14 -12 12 -14 16 23 18 19 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-92.287853794010118 475.99879278293577 5770.1140477538056 125.93965432563515 466.21579864869392 11373.528962914803 -21915.906833997164 407.89593836518338 -189.49559038718996 -6678.7444602762789 5334.7073294435804 271.92056725091214 -3080.0581261658285 -40586.658784835476 108564.17234256629 64526.5419921875 -18608.61120844691 80428.790435920877 363823.28448275867 -49638.151761663554 161579.00440463366 255845.39302884616 28322.455613772458 -22546.537228260873 -6310.3847131936236 -80138.219405691969 -30992.892827474236 2574.2054595109221 -61471.024204528221 22472.433121909809 77407.41343981291
leaf_weight=1892492 476243 47950 1072399 45522 5786 1642 1425 230859 42622 5012 185581 1179 309 33 129 2730 94 29 1322 87 39 167 23 44487 28 185 13073 103 1874 380
leaf_count=1892492 476243 47950 1072399 45522 5786 1642 1425 230859 42622 5012 185581 1179 309 33 129 2730 94 29 1322 87 39 167 23 44487 28 185 13073 103 1874 380
internal_value=0 80.0683 394.425 3247.98 964.011 -313.011 -285.835 -968.118 -1977.54 -1151.85 -249.169 -13613.5 9854.82 20604.1 -4642.87 -21150.6 123643 227960 -28732.3 92697.7 7808.97 61961.8 152571 -6105.57 43577.3 200.3 5963.21 23392.2 26976 31733.9
internal_weight=0 2.18131e+06 1.1733e+06 100900 52950 47164 1.00801e+06 531770 285296 242674 192817 7236 1759 1450 49857 5477 271 62 4052 209 5241 229 62 44616 122 246474 15615 2542 2439 2254
internal_count=4073804 2181312 1173299 100900 52950 47164 1008013 531770 285296 242674 192817 7236 1759 1450 49857 5477 271 62 4052 209 5241 229 62 44616 122 246474 15615 2542 2439 2254
is_linear=0
shrinkage=0.1


Tree=1423
num_leaves=31
num_cat=0
split_feature=2 1 6 6 5 4 0 7 1 0 4 4 0 6 4 4 4 0 4 4 4 2 6 3 4 4 4 5 6 4
split_gain=3.27822e+12 2.48045e+13 3.47909e+13 3.32849e+13 6.08844e+13 3.26754e+13 3.03953e+13 2.94498e+13 4.53563e+13 3.89564e+13 3.59482e+13 3.26054e+13 2.75202e+13 3.31574e+13 3.29066e+13 3.43076e+13 2.83747e+13 3.45119e+13 3.09631e+13 2.63968e+13 2.61269e+13 2.58706e+13 4.26898e+13 2.66868e+13 2.45919e+13 4.25556e+13 2.45559e+13 2.44894e+13 2.35733e+13 3.10571e+13
threshold=2599.0000000000005 36.865631950000008 156.15000000000003 52.330000000000005 2.5000000000000004 4.5000000000000009 55.520061350000013 6.0000000000000009 36.555998300000006 55.702806750000008 14.500000000000002 5.5000000000000009 55.633951400000008 74.015000000000015 7.5000000000000009 14.500000000000002 12.500000000000002 55.193450100000007 18.500000000000004 24.500000000000004 6.5000000000000009 2200.0000000000005 75.605000000000004 9.5000000000000018 22.500000000000004 21.500000000000004 16.500000000000004 3.5000000000000004 130.05000000000004 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 6 12 -6 -1 9 20 11 -10 -8 16 -14 -15 -16 21 -18 -19 -12 -9 22 -5 -23 25 28 -22 -4 -7 -30
right_child=-2 -3 27 4 5 24 7 8 10 -11 19 -13 13 14 15 -17 17 18 -20 -21 26 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4481.7903353490792 -44.630055473547877 283.2514460367853 -13574.399133831523 -20066.398950709146 -17221.048027439418 3180.7417799990153 -13983.510311208131 -3413.6923998351494 -40342.600631853289 -2747.8922405122339 30312.968770679076 -52927.631769576496 -757.85115668747449 3762.3441871820492 -102245.65392992424 35811.5331800981 -41811.975899624784 -9963.4064061724948 118031.11287202382 -21855.871622507198 64274.396705842024 -2884.0951906201249 -129717.90711570946 95190.775511853455 54748.552281605116 -106909.46623263891 -29961.952293346778 114264.47738917152 65595.316093749992 -73726.92819702148
leaf_weight=7596 3265512 781310 23 879 1024 4921 1265 109 197 6169 268 259 1456 86 99 22 986 189 21 152 256 641 37 29 88 36 31 43 20 80
leaf_count=7596 3265512 781310 23 879 1024 4921 1265 109 197 6169 268 259 1456 86 99 22 986 189 21 152 256 641 37 29 88 36 31 43 20 80
internal_value=0 180.306 -2800.65 -2978.46 -7336.58 -907.609 -140.955 -4174.31 11853.5 -6284.82 -5098.39 -20602 -16259 -6081.98 -43530.9 -77144.3 -22342.6 -33972.4 2836.05 11432.8 38266 -13572.6 -24495.6 1360.94 2339.23 1427.22 54095.6 69714.6 2203.98 -45862.5
internal_weight=0 808292 26982 26916 10614 6169 16302 8706 1013 7693 617 1524 4445 1663 207 121 2782 1196 210 420 396 1586 916 670 5145 5057 287 66 5021 100
internal_count=4073804 808292 26982 26916 10614 6169 16302 8706 1013 7693 617 1524 4445 1663 207 121 2782 1196 210 420 396 1586 916 670 5145 5057 287 66 5021 100
is_linear=0
shrinkage=0.1


Tree=1424
num_leaves=31
num_cat=0
split_feature=1 7 3 6 0 2 6 1 4 4 1 5 4 6 6 0 1 6 0 0 0 6 6 0 0 4 1 4 0 0
split_gain=3.12203e+12 1.71463e+13 3.91134e+13 7.24818e+13 7.27523e+13 8.20227e+13 5.8717e+13 9.96192e+13 5.682e+13 6.23835e+13 6.13218e+13 7.87688e+13 1.55172e+14 6.5647e+13 5.48906e+13 5.45954e+13 5.44848e+13 7.68224e+13 1.12955e+14 1.35791e+14 1.27963e+14 9.05662e+13 9.7445e+13 7.91269e+13 6.22663e+13 9.88884e+13 5.9615e+13 7.46872e+13 7.23247e+13 8.22167e+13
threshold=37.649344350000007 6.0000000000000009 1.5000000000000002 50.995000000000012 59.856552950000008 3338.0000000000005 110.01500000000001 30.315889700000003 14.500000000000002 15.500000000000002 30.277905650000005 1.5000000000000002 5.5000000000000009 86.030000000000015 88.00500000000001 61.78914120000001 37.600779750000008 64.015000000000015 55.743464250000009 55.82518790000001 55.721784200000009 57.995000000000012 62.010000000000012 55.759969450000007 55.79439725000001 16.500000000000004 37.563506350000004 8.5000000000000018 55.702806750000008 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -8 10 -10 11 12 -6 -12 -13 -7 26 18 20 21 -18 -20 -23 -19 -25 -26 -5 28 -28 -30
right_child=-2 -3 -4 4 5 15 7 -9 9 -11 13 14 -14 -15 -16 -17 17 23 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=1188.3612082422985 -45.382157375437586 -409.99573686952675 817.06712410107764 -2218.0680339253622 -43819.220560886548 10219.48491960514 -19548.056494344928 86917.956469199649 93701.197599341162 -4628.7687846355093 -25993.814878241315 -20286.704857262452 220414.67303779069 -63664.862287533528 39914.650924327761 -26110.640929010988 -31889.423623430677 -29297.941512398098 -95780.881180436641 -19195.386028053977 184596.99059979839 -360826.71036739869 -91125.252362351195 227231.24486607141 -15115.742270220589 196063.58859375003 1789.9792806952664 -3158.1906938258226 115572.31025530136 -11652.804766208023
leaf_weight=34521 3210903 321218 479887 16285 46 1964 239 139 71 707 3502 1268 43 533 172 524 229 207 73 110 31 37 21 21 85 30 169 492 210 67
leaf_count=34521 3210903 321218 479887 16285 46 1964 239 139 71 707 3502 1268 43 533 172 524 229 207 73 110 31 37 21 21 85 30 169 492 210 67
internal_value=0 168.87 512.137 -1855.85 -5708.8 -12943.2 -18686 19602.1 -20968.1 4344.79 -24507.5 -7453.29 83844.3 -30969.9 -13096 2567.96 -2021.74 -26829 -51792.2 -101111 -6077.58 -169895 -263176 9633.39 68889.2 39974.5 -806.08 23708 53345.2 84799.4
internal_weight=0 862901 541683 61796 27275 9208 6720 378 6342 778 5564 1529 89 4035 1440 2488 18067 844 501 241 260 131 58 343 136 115 17223 938 446 277
internal_count=4073804 862901 541683 61796 27275 9208 6720 378 6342 778 5564 1529 89 4035 1440 2488 18067 844 501 241 260 131 58 343 136 115 17223 938 446 277
is_linear=0
shrinkage=0.1


Tree=1425
num_leaves=31
num_cat=0
split_feature=2 4 3 0 7 0 6 0 5 6 0 4 1 6 0 1 0 0 6 0 1 0 1 6 0 7 1 0 6 1
split_gain=3.13207e+12 2.78299e+13 4.71495e+13 3.71697e+13 1.06586e+14 5.23457e+13 5.90157e+13 6.72102e+13 5.5476e+13 1.03628e+14 1.9186e+14 7.48197e+13 6.80359e+13 5.50888e+13 4.6817e+13 9.75375e+13 8.63094e+13 1.24704e+14 8.86373e+13 8.55077e+13 2.12065e+14 1.64956e+14 1.7965e+14 1.94246e+14 1.5951e+14 1.41361e+14 1.1328e+14 3.32272e+14 8.39324e+14 1.72873e+14
threshold=36.000000000000007 12.500000000000002 11.500000000000002 55.876067900000002 6.0000000000000009 55.812023600000011 40.610000000000007 55.850146250000009 1.5000000000000002 42.005000000000003 55.840017500000009 11.500000000000002 37.682335600000009 41.705000000000005 55.710673100000008 37.503969450000007 55.801384500000005 55.753967500000009 81.705000000000013 55.633951400000008 37.475446350000006 55.60524465000001 37.442254400000003 68.515000000000015 55.667390500000003 6.0000000000000009 37.563506350000004 55.702806750000008 68.515000000000015 37.488790500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -11 -13 -8 19 16 17 18 -16 21 24 -1 -23 -24 -21 -26 27 29 -29 -22
right_child=-2 -3 -4 4 -6 6 8 -9 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20 20 26 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-4285.439340518953 24.292738562208967 384.29957882298675 -17585.407908301851 10020.28600623133 -57949.034898792619 -9496.8650852058072 -171943.74226721941 12617.698065765027 -10126.365709256659 -34746.014989840602 -36215.846853290539 11961.97165245643 203128.04051724137 -365529.33331473218 -7250.7058028278889 4168.3024955896499 24002.17087133124 -34043.307543587922 51097.724783292848 -20083.929198890382 111144.32598818434 44668.053279185668 8934.2874622378713 -104609.64619391027 -72631.984469830757 -295514.76028645836 -9205.9416314539885 -37918.752033322358 -669200.14036458335 13104.347682266187
leaf_weight=16372 3783399 192008 1830 4947 242 2888 49 2622 9087 186 189 52 29 21 3253 30079 679 1957 283 1171 191 1528 4409 156 553 30 12316 172 24 3082
leaf_count=16372 3783399 192008 1830 4947 242 2888 49 2622 9087 186 189 52 29 21 3253 30079 679 1957 283 1171 191 1528 4409 156 553 30 12316 172 24 3082
internal_value=0 -316.486 -1683.97 -1382.63 6850.39 -1850.15 -7224.61 1026.62 -11954.1 -43528.9 -88595.2 187.179 80404.1 -230019 -784.28 1818.63 -9632.4 -13790 -2580.85 -3143 -8375.41 942.076 14988.5 5054.14 -41362.2 -84101.1 -4709.98 11252 -115219 18825.6
internal_weight=0 290405 98397 96567 5189 91378 15123 5510 9613 526 259 267 81 70 76255 36251 6172 5493 3536 40004 17539 22465 6093 4565 1754 583 15785 3469 196 3273
internal_count=4073804 290405 98397 96567 5189 91378 15123 5510 9613 526 259 267 81 70 76255 36251 6172 5493 3536 40004 17539 22465 6093 4565 1754 583 15785 3469 196 3273
is_linear=0
shrinkage=0.1


Tree=1426
num_leaves=31
num_cat=0
split_feature=4 6 1 1 0 0 1 0 6 6 0 7 1 2 6 1 1 1 0 0 6 0 6 4 0 1 0 6 0 0
split_gain=3.13896e+12 2.13099e+13 4.81079e+13 7.17927e+13 1.34927e+14 1.01927e+14 6.41879e+13 9.79019e+13 1.20108e+14 5.92467e+13 9.24121e+13 5.3778e+13 4.42015e+13 4.19565e+13 8.57448e+13 5.81486e+13 1.08775e+14 8.46938e+13 1.62483e+14 1.62935e+14 1.12195e+14 1.21003e+14 1.08984e+14 8.7535e+13 1.40085e+14 7.67829e+13 8.12464e+13 1.02921e+14 1.68804e+14 7.28017e+13
threshold=5.5000000000000009 47.005000000000003 61.438154000000004 60.307188350000011 57.100506200000005 55.007293000000011 60.571186450000006 56.850115550000005 66.990000000000023 75.605000000000004 55.173955500000005 6.0000000000000009 60.549354600000008 75.000000000000014 50.010000000000012 37.780517050000007 37.682335600000009 37.475446350000006 55.834019500000004 55.910578700000009 130.05000000000004 55.539595350000006 61.425000000000004 3.5000000000000004 55.801384500000005 37.318079750000003 55.696737300000009 71.715000000000018 55.649510000000014 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 -11 12 -10 14 -3 16 17 23 20 22 21 -19 -20 -16 25 -25 27 29 -29 -27
right_child=-2 2 -4 4 -6 6 9 -9 11 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-225.76599699335065 -54.887920900443468 -45560.268539393088 -1232.539319014968 -27265.346082355769 -34723.108707666586 19542.929759626652 8618.3861590221259 -677.67663045931272 97732.834277524147 28758.962190209877 -15805.528293515279 3996.0082121672453 31495.973828489394 987.18440200511725 13339.490226599823 25147.955553116641 -28827.541082119438 -67612.452956837631 -14022.888359937053 163126.70631510418 245628.2127232143 17753.437220708704 -105602.56078851419 -10432.204550901075 26873.646349939125 -110346.90655027636 -40233.309276349799 -63013.314543269225 -359163.87176192435 23641.111509486611
leaf_weight=665601 2928705 514 105915 811 777 2246 16532 1547 406 582 2321 108 134 338992 628 654 1639 174 278 36 21 3632 244 326 308 147 393 39 38 56
leaf_count=665601 2928705 514 105915 811 777 2246 16532 1547 406 582 2321 108 134 338992 628 654 1639 174 278 36 21 3632 244 326 308 147 393 39 38 56
internal_value=0 140.381 648.638 1181.97 6307.6 7599.01 8783.25 19630 30485.5 6304.72 -6871.14 68412.9 81296.3 807.046 -5883.58 -3515.78 -5871.11 82.3002 7772.24 -42639.5 15122.6 13850.7 -56830.2 -17344.3 -32087.5 -50265.7 -69561 -110724 -209166 -73384.7
internal_weight=0 1.1451e+06 479498 373583 25464 24687 23876 4441 2894 19435 2903 648 540 348119 9127 8613 7959 6320 4385 558 3827 3806 522 1935 1307 999 673 280 77 203
internal_count=4073804 1145099 479498 373583 25464 24687 23876 4441 2894 19435 2903 648 540 348119 9127 8613 7959 6320 4385 558 3827 3806 522 1935 1307 999 673 280 77 203
is_linear=0
shrinkage=0.1


Tree=1427
num_leaves=31
num_cat=0
split_feature=1 6 2 0 0 1 3 3 1 3 6 5 6 6 1 3 6 6 5 6 7 4 6 4 3 6 6 2 6 0
split_gain=3.39063e+12 1.79849e+13 1.59226e+13 4.48877e+13 3.16493e+13 3.75389e+13 3.5604e+13 3.08067e+13 4.75119e+13 4.62919e+13 5.99134e+13 4.62196e+13 2.97845e+13 5.14606e+13 4.94391e+13 2.79314e+13 2.61835e+13 2.60077e+13 2.53219e+13 2.30104e+13 3.45301e+13 4.25334e+13 2.31022e+13 1.98971e+13 4.9577e+13 4.63645e+13 4.42618e+13 2.19451e+13 2.28298e+13 1.8862e+13
threshold=91.292296250000007 46.010000000000012 9236.5000000000018 51.768991500000006 52.516286950000008 92.948588300000011 10.500000000000002 5.5000000000000009 107.59716050000002 7.5000000000000009 78.605000000000004 1.5000000000000002 48.410000000000004 47.805000000000007 118.02765200000002 8.5000000000000018 74.615000000000009 130.05000000000004 2.5000000000000004 94.02500000000002 6.0000000000000009 5.5000000000000009 96.050000000000011 15.500000000000002 10.500000000000002 96.050000000000011 88.825000000000003 9907.0000000000018 102.04000000000001 53.506098950000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 29 -3 -5 9 10 11 -9 13 -10 15 -15 -4 -8 -14 -7 21 -21 -23 24 -20 26 -26 -25 -29 -6
right_child=1 2 3 7 5 19 17 8 12 -11 -12 -13 18 14 -16 -17 -18 -19 23 20 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-17.358878758147402 -800.9968290419564 6300.9824524228679 -11132.611002883092 2475.5449802271487 -10789.586380166336 -2737.7346205702306 28451.940748891906 -118795.33598533164 21258.334724934899 -11907.321954345703 -195376.31811655406 13648.154379111844 5384.5670926624152 -69090.045026639142 -157550.62878989361 37184.812483723959 -46048.653014796291 141980.08258928571 -9575.161826931695 -800.11314329117067 72339.371888469832 -180701.46437500001 -64328.400931943703 -62633.394 -49393.548111979173 2552.4140143899358 -236036.81024305557 57509.58022331306 -53834.618430397735 3390.6863285741929
leaf_weight=3931467 61950 8084 1488 17297 964 11895 516 49 96 208 37 57 2265 79 47 36 251 21 1639 126 29 20 116 25 24 34 27 113 22 34822
leaf_count=3931467 61950 8084 1488 17297 964 11895 516 49 96 208 37 57 2265 79 47 36 251 21 1639 126 29 20 116 25 24 34 27 113 22 34822
internal_value=0 479.467 1466.25 -704.26 2378.82 1376.32 7957.3 515.365 -6610.58 -42019 -85817.8 -47575.7 -3790.44 -36757.9 -71137.9 -35821.4 -16172.2 32891.6 -1740.4 -3417.4 -31199.6 -42660.1 -81442.1 -10306.2 -13437 -87901.8 -148205 23427.4 39364.6 3008.7
internal_weight=0 142337 80387 23794 56593 47972 8621 22055 4758 351 143 106 4407 258 162 115 1739 537 4149 12186 291 262 136 1884 1724 85 51 160 135 35786
internal_count=4073804 142337 80387 23794 56593 47972 8621 22055 4758 351 143 106 4407 258 162 115 1739 537 4149 12186 291 262 136 1884 1724 85 51 160 135 35786
is_linear=0
shrinkage=0.1


Tree=1428
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 5 0 0 0 6 7 4 6 4 4 7 1 4 4 4 5 0 0 0 6 0 1 7 0 4
split_gain=3.15935e+12 1.56073e+13 2.93338e+13 2.4099e+13 3.42443e+13 2.37367e+13 2.19402e+13 3.71736e+13 5.65288e+13 3.76342e+13 4.24932e+13 6.97553e+13 6.29061e+13 2.89318e+13 6.23439e+13 2.99885e+13 2.87884e+13 2.35316e+13 2.16622e+13 2.53331e+13 4.34678e+13 4.6779e+13 3.94006e+13 3.57986e+13 3.60213e+13 3.46791e+13 4.48416e+13 2.89075e+13 3.27019e+13 1.04027e+14
threshold=42.005000000000003 45.005000000000003 37.957884500000006 3.5000000000000004 4.5000000000000009 2.5000000000000004 60.05226170000001 60.002985000000002 59.990753350000013 44.010000000000012 6.0000000000000009 16.500000000000004 44.820000000000007 20.500000000000004 17.500000000000004 6.0000000000000009 30.303340300000002 18.500000000000004 5.5000000000000009 12.500000000000002 1.5000000000000002 59.838047850000002 59.933037250000005 55.866549750000011 42.405000000000008 55.775215600000003 37.897576350000001 6.0000000000000009 55.79439725000001 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 7 8 18 -9 -11 12 -12 14 15 -10 -15 -16 -2 22 21 23 -20 24 25 26 -21 -26 -29 -30
right_child=1 -3 3 4 -6 -7 -8 9 13 10 11 -13 -14 16 17 -17 -18 -19 19 20 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=121.88705618078335 3371.4010867467719 31.700584650965677 2265.3815948198021 -6560.2648936583537 -1180.1499134610588 23395.80658995406 -7368.8090086382044 2490.0880368597427 -14161.331170069028 15697.217890483138 62332.25732421875 23994.385165950953 251105.31159274193 20401.22335735384 -171704.19165296052 -71715.586888020844 -55908.284823903734 -63699.652668513816 -1618.7138846020637 -20303.352515794719 12150.278028767076 9322.3396304244379 -18324.260469582627 -8183.5494483664806 -2005.0699910827277 10652.124959724828 47816.675522748163 9610.2931131154073 -81863.575696536151 3605.0171976020301
leaf_weight=1397217 25097 2315699 18815 12440 241485 467 3176 2445 657 1437 41 151 31 244 38 105 62 43 21113 1837 3504 4801 1513 5986 6919 608 102 6603 166 1002
leaf_count=1397217 25097 2315699 18815 12440 241485 467 3176 2445 657 1437 41 151 31 244 38 105 62 43 21113 1837 3504 4801 1513 5986 6919 608 102 6603 166 1002
internal_value=0 -63.6268 -675.311 -1187.85 -1443.73 910.552 790.793 1097.46 623.54 10379.6 22000 62614.5 143610 -21398.1 -30958.5 -22092 4939.82 -114368 942.815 -182.683 1649.57 336.601 -2735.81 -1521.06 792.661 -10185.9 -16719.9 2696.16 6881.95 -8542.06
internal_weight=0 2.67659e+06 360888 272740 253925 88148 87681 84505 80400 4105 1660 223 72 1149 843 762 306 81 79251 54154 31528 28024 22626 23223 17237 2547 1939 14690 7771 1168
internal_count=4073804 2676587 360888 272740 253925 88148 87681 84505 80400 4105 1660 223 72 1149 843 762 306 81 79251 54154 31528 28024 22626 23223 17237 2547 1939 14690 7771 1168
is_linear=0
shrinkage=0.1


Tree=1429
num_leaves=31
num_cat=0
split_feature=0 1 4 6 4 1 4 6 4 6 4 6 4 4 6 6 6 3 4 4 5 4 1 4 4 4 3 6 6 6
split_gain=3.09627e+12 3.55844e+13 4.4207e+13 8.93037e+13 1.03264e+14 3.55135e+13 5.09762e+13 5.67866e+13 5.47041e+13 4.93356e+13 4.2075e+13 5.02357e+13 3.91225e+13 5.78536e+13 8.03325e+13 4.93065e+13 1.00265e+14 2.8699e+14 4.46034e+13 1.11529e+14 3.97039e+13 6.48988e+13 3.83842e+13 7.81425e+13 1.09693e+14 7.98418e+13 4.69783e+13 5.12037e+13 5.1002e+13 4.49428e+13
threshold=43.687280500000007 39.625203600000013 5.5000000000000009 51.805000000000007 7.5000000000000009 39.689978950000004 3.5000000000000004 98.020000000000024 19.500000000000004 48.945000000000007 2.5000000000000004 77.565000000000012 15.500000000000002 12.500000000000002 54.990000000000002 48.025000000000013 45.005000000000003 4.5000000000000009 10.500000000000002 9.5000000000000018 1.5000000000000002 17.500000000000004 39.703507450000011 7.5000000000000009 15.500000000000002 12.500000000000002 9.5000000000000018 53.995000000000012 37.310000000000009 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 -4 6 9 8 12 -3 -11 -12 13 15 -15 16 -8 -18 19 -17 -14 -22 23 29 25 -25 27 -27 -28 -7
right_child=-2 5 3 -5 -6 22 7 -9 -10 10 11 -13 20 14 -16 18 17 -19 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-8559.7745592273568 13.532437075081496 -25879.976231553821 313047.41678240744 -38545.430520833339 27964.142757161459 2088.6997173092691 -14097.298284181576 -120837.09339916089 136544.69626358696 -23975.46059027778 64074.033290816333 240663.23177083337 -22984.493485169492 6456.6424154545066 161477.82126524393 -41745.27384742914 -82894.815277777787 403667.52201704547 -99659.292920353997 190498.55234375002 -166885.78754055884 -11078.79521796044 -681.17850353484289 21896.573720648568 -63107.222778968484 78121.304201318882 16909.638718825121 -46593.673437500001 179165.37969777963 -53795.215921037947
leaf_weight=74 3977958 72 27 30 24 810 518 54 23 27 49 24 177 181 41 344 27 22 113 22 62 47 91746 716 113 186 26 40 76 175
leaf_count=74 3977958 72 27 30 24 810 518 54 23 27 49 24 177 181 41 344 27 22 113 22 62 47 91746 716 113 186 26 40 76 175
internal_value=0 -561.645 47313.8 98358.7 178891 -639.194 -14540.9 -20001.3 -16548.4 37237.5 82682.1 122131 -18814.3 -11278.8 35086.7 -21119.3 -1163.8 135562 -44740.9 -27785.3 -52223.3 -99703 -372.229 12860.7 30483.9 40614 81472.7 56047.9 137806 -7839.91
internal_weight=0 95846 155 81 51 95691 1803 1631 1577 172 100 73 1554 1268 222 1046 567 49 479 366 286 109 93888 2142 1157 1044 328 226 102 985
internal_count=4073804 95846 155 81 51 95691 1803 1631 1577 172 100 73 1554 1268 222 1046 567 49 479 366 286 109 93888 2142 1157 1044 328 226 102 985
is_linear=0
shrinkage=0.1


Tree=1430
num_leaves=31
num_cat=0
split_feature=1 6 0 0 4 6 0 1 4 7 4 1 0 4 4 7 6 1 4 4 1 4 1 0 0 4 4 0 7 0
split_gain=3.09158e+12 1.82675e+13 2.36123e+13 7.06457e+13 6.76803e+13 3.90372e+13 3.46093e+13 5.37437e+13 7.71868e+13 6.91612e+13 3.85139e+13 2.85207e+13 3.34814e+13 5.22287e+13 6.99581e+13 4.18211e+13 2.54929e+13 2.80186e+13 2.45291e+13 3.07174e+13 2.30898e+13 9.36894e+13 3.107e+13 1.97887e+13 1.25261e+14 1.15704e+14 1.42452e+14 3.09261e+14 1.72785e+14 2.51104e+14
threshold=30.303340300000002 35.010000000000012 59.990753350000013 59.950512650000007 10.500000000000002 32.515000000000008 59.856552950000008 30.277905650000005 11.500000000000002 6.0000000000000009 9.5000000000000018 30.084656550000002 60.002985000000002 11.500000000000002 10.500000000000002 6.0000000000000009 30.025000000000002 30.260128500000004 18.500000000000004 11.500000000000002 30.260128500000004 13.500000000000002 30.277905650000005 59.856552950000008 59.91832440000001 17.500000000000004 8.5000000000000018 59.905532300000012 6.0000000000000009 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -1 -4 13 14 -13 -16 -6 18 19 -18 -15 22 -22 -3 25 26 28 -28 -25 -30
right_child=-2 23 11 4 16 -7 -8 8 9 -11 -12 12 -14 20 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1471.9166973509678 17.815333261430258 578.49391165438681 -11543.305007096833 -21494.356388535612 -113475.59006310097 56349.182987902001 11709.625808305465 -19540.499363565039 186300.02008928571 42848.986303482772 -13631.190808245325 14329.299994926951 5671.8660946033224 21389.140529556578 212486.1728515625 82188.027692391945 -84293.069740853665 -85047.058097397996 -79751.059341430664 13815.078414916992 -166066.13841463416 37522.635669825097 -33398.788709677421 -14605.906556514619 -5.6417034915366502 586.63240800548328 -25258.428757329581 -155424.32690633138 -34933.63427015434 76170.138739070084
leaf_weight=5369 3910268 59216 816 172 65 103 2496 117 49 107 2463 154 7040 502 32 107 41 121 64 144 41 111 31 4234 69100 6082 3700 192 326 541
leaf_count=5369 3910268 59216 816 172 65 103 2496 117 49 107 2463 154 7040 502 32 107 41 121 64 144 41 111 31 4234 69100 6082 3700 192 326 541
internal_value=0 -425.978 2393.77 -631.841 -31169.6 7661.59 1413.42 -1757.38 41858.3 87907.3 -3277.69 6267.75 8080.4 25417.9 60752.2 112185 -55718 -45571.4 -26388.4 -7927.81 10304.1 -20104.2 -108945 -822.124 -1807.44 -10066.4 -17271.1 -31679.8 -6277.54 34394.1
internal_weight=0 163536 20145 11311 710 275 10601 8105 273 156 7832 8834 8018 978 293 139 435 370 249 185 685 183 72 143391 84175 15075 8993 3892 5101 867
internal_count=4073804 163536 20145 11311 710 275 10601 8105 273 156 7832 8834 8018 978 293 139 435 370 249 185 685 183 72 143391 84175 15075 8993 3892 5101 867
is_linear=0
shrinkage=0.1


Tree=1431
num_leaves=31
num_cat=0
split_feature=6 5 3 3 0 0 4 1 1 3 5 0 4 0 4 1 0 1 0 3 0 2 1 0 3 3 3 4 1 1
split_gain=2.96994e+12 7.3749e+12 4.21227e+13 3.39009e+13 2.51162e+13 3.86466e+13 3.4356e+13 5.95168e+13 3.46102e+13 6.33648e+13 3.95548e+13 5.88899e+13 3.21906e+13 5.44286e+13 2.29429e+13 5.02308e+13 4.80656e+13 3.65932e+13 3.40405e+13 2.64065e+13 2.51116e+13 2.46685e+13 2.89323e+13 1.91502e+13 2.96078e+13 1.89001e+13 1.79835e+13 1.7869e+13 2.45133e+13 1.67426e+13
threshold=247.90000000000001 2.5000000000000004 8.5000000000000018 8.5000000000000018 55.910578700000009 55.79439725000001 4.5000000000000009 60.66055595000001 65.493200550000012 5.5000000000000009 4.5000000000000009 57.60122925000001 7.5000000000000009 56.638205000000006 13.500000000000002 47.386825600000002 55.007293000000011 39.939672500000007 45.029425500000009 12.500000000000002 47.207933300000008 3930.5000000000005 38.948208550000011 43.472751400000007 2.5000000000000004 2.5000000000000004 1.5000000000000002 7.5000000000000009 47.386825600000002 83.025426800000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 7 25 9 10 11 -8 -10 -14 15 17 -17 20 -16 -20 -5 22 -21 24 -3 -6 -2 28 -26 -25
right_child=1 3 -4 14 6 -7 8 -9 12 -11 -12 -13 13 -15 18 16 -18 -19 19 21 -22 -23 -24 29 27 -27 -28 -29 -30 -31
leaf_value=-2.3913527879690832 -8010.688290573481 -120535.74159007352 -34431.767474738925 127368.32023437502 7368.5729252741894 122213.39112499999 -92661.448890458792 -112115.53088615171 -89443.7516875 -236432.97500000001 -173918.07940340909 84895.627318548388 -61442.474375000005 171857.00625000001 -73603.308079268303 83777.63098958334 -116359.03541666668 207810.76412037038 -67943.0390625 92516.00971283784 -22966.229140625001 122560.31210937501 -18257.036727764422 4613.0279764060861 -43310.088620923918 97561.022247023822 21984.871185400341 -65541.809659090912 101160.63776041666 -41965.813418433783
leaf_weight=4070611 254 34 196 25 52 25 47 31 25 24 22 31 20 20 41 24 24 27 24 37 20 32 65 949 23 42 938 33 24 84
leaf_count=4070611 254 34 196 25 52 25 47 31 25 24 22 31 20 20 41 24 24 27 24 37 20 32 65 949 23 42 938 33 24 84
internal_value=0 3048.63 8529.16 -1165.76 -7515.46 -786.179 -32632.4 8041.18 -59532.9 -90515.4 -55495.2 -22093.9 -427.741 55207.3 28413.1 62948.5 -16290.7 115775 7587.67 28656.2 60553 45957.6 21925.3 -3467.08 -42362.9 47667.3 15593.2 -9139.46 30462.2 825.397
internal_weight=0 3193 1388 1805 1486 1172 314 125 189 124 100 78 65 40 319 120 48 72 199 158 45 134 102 1147 114 94 1192 80 47 1033
internal_count=4073804 3193 1388 1805 1486 1172 314 125 189 124 100 78 65 40 319 120 48 72 199 158 45 134 102 1147 114 94 1192 80 47 1033
is_linear=0
shrinkage=0.1


Tree=1432
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 7 1 6 5 4 6 6 6 0 4 0 4 6 6 6 1 6 6 0 3 6 6 5 0 5
split_gain=2.94811e+12 3.87364e+13 8.43981e+13 1.14823e+14 9.31033e+13 8.46869e+13 9.99656e+13 7.54731e+13 7.20983e+13 6.23847e+13 5.14174e+13 5.05506e+13 5.9552e+13 5.86727e+13 6.17969e+13 4.64105e+13 8.10574e+13 9.07577e+13 1.0836e+14 5.47096e+13 4.86893e+13 6.16107e+13 4.8372e+13 4.30018e+13 4.49573e+13 3.86619e+13 4.14872e+13 3.71095e+13 3.68485e+13 3.61008e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 55.02095400000001 6.0000000000000009 82.886781200000016 76.00500000000001 3.5000000000000004 13.500000000000002 104.01000000000001 97.020000000000024 142.05000000000004 55.034466500000008 22.500000000000004 54.973017600000006 7.5000000000000009 53.995000000000012 54.010000000000012 130.05000000000004 82.886781200000016 67.445000000000007 70.00500000000001 54.973017600000006 6.5000000000000009 70.50500000000001 69.015000000000015 2.5000000000000004 54.980317700000008 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 8 10 27 -5 15 23 -4 13 -13 -6 25 22 17 -17 -19 20 21 29 -2 -10 -25 26 -15 -7 -22 -18
right_child=1 -3 3 7 11 6 -8 -9 9 -11 -12 12 -14 14 -16 16 19 18 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-45.34804632944828 -1294.6827190192482 37.201964807442231 2231.9955037083296 24819.256384776432 -29656.461624441199 117646.55075000001 22661.190408354825 75498.657339348589 -37621.637506510415 137450.17605113637 -81532.468406250002 -76851.705345597293 92929.789257812503 -1740.6571178305251 -61445.791794418241 5109.5739102772368 21567.79290733995 -94210.780507705771 -13173.178215141432 -129469.03718171298 -18302.633226363047 52531.089148947016 -28437.507678973256 27857.232315377096 126364.346875 27983.163475452773 -106175.35348557692 297965.59564732143 9917.3336853992205 -11163.435102164392
leaf_weight=3172333 5703 871109 3197 1706 1094 25 103 355 90 55 75 203 23 1543 159 4505 2031 183 1678 27 519 575 742 506 51 484 39 21 4266 404
leaf_count=3172333 5703 871109 3197 1706 1094 25 103 355 90 55 75 203 23 1543 159 4505 2031 183 1678 27 519 575 742 506 51 484 39 21 4266 404
internal_value=0 159.583 3670.78 14902.8 1195.95 3669.48 77399.6 33548.6 3689.5 35205.3 311.967 -13811.1 -59573.1 -10695.1 -1372 2617.23 5813.76 -2564.65 -21141.9 12632.6 13124.8 23089.5 -4419.58 26513.7 36876.7 3251.3 -4315.22 199966 6856.48 16137.2
internal_weight=0 901471 30362 5482 24880 3421 149 2061 21335 702 3272 3545 226 3319 2225 20633 14188 6366 1861 7822 7795 3010 6445 647 557 2066 1582 46 4785 2435
internal_count=4073804 901471 30362 5482 24880 3421 149 2061 21335 702 3272 3545 226 3319 2225 20633 14188 6366 1861 7822 7795 3010 6445 647 557 2066 1582 46 4785 2435
is_linear=0
shrinkage=0.1


Tree=1433
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 0 1 1 0 6 0 0 0 0 1 2 0 7 0 2 6 3 1 6 1 1 6 4 1 1
split_gain=3.01853e+12 1.95574e+13 3.63676e+13 3.43917e+13 5.26528e+13 6.68667e+13 3.83484e+13 5.45666e+13 3.83377e+13 3.34148e+13 3.30939e+13 3.27641e+13 4.40439e+13 5.24775e+13 6.93861e+13 5.07218e+13 6.47935e+13 5.30741e+13 5.71281e+13 4.76549e+13 4.57576e+13 4.41885e+13 6.16778e+13 5.80101e+13 4.25272e+13 4.69636e+13 3.91196e+13 6.68641e+13 3.81313e+13 3.61831e+13
threshold=5.5000000000000009 55.145978450000008 52.07762420000001 45.126607350000008 54.188398350000007 53.356310450000002 45.71452080000001 47.17130860000001 52.516286950000008 95.045000000000016 53.310923100000004 53.715816400000008 54.431501800000014 53.888505650000006 48.411058050000008 2851.5000000000005 54.810424650000009 6.0000000000000009 54.604289300000012 2691.5000000000005 125.02000000000002 1.5000000000000002 82.648284550000014 60.910000000000004 91.443676550000006 91.292296250000007 64.015000000000015 4.5000000000000009 54.62357655000001 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -4 -5 -9 24 13 20 -15 16 17 -14 -19 -16 26 22 -17 -24 25 -12 -13 -28 -21 -30
right_child=-2 -3 3 6 -6 -7 7 10 -10 -11 11 12 15 14 19 21 -18 18 -20 28 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=470.76765175390028 -53.824626991452583 550.98831726858941 -50543.385223216908 6654.0944507999229 -2516.8728013044465 -24559.826144612525 -27853.549333589683 -3389.1662380656039 3333.146749491616 91319.136569148934 2204.3404149761132 -2534.5252723375361 11673.342990719173 24671.814918620803 -53706.049420144598 -5725.5404891506732 -5449.4455829472054 13392.307462687942 -50839.383125 -21460.975443919444 -125946.95759698277 -1954.2873137596475 3051.3492246089409 17968.777707949321 -21649.423330229212 19502.900663661265 -18754.76289728787 32172.214595737798 -5146.1842244091495 -52101.312871452785
leaf_weight=305074 2928705 572471 142 5698 25276 2642 750 41640 1890 47 31399 8552 9195 505 285 6917 3858 265 290 2762 29 94927 18976 3022 711 1652 371 845 4738 170
leaf_count=305074 2928705 572471 142 5698 25276 2642 750 41640 1890 47 31399 8552 9195 505 285 6917 3858 265 290 2762 29 94927 18976 3022 711 1652 371 845 4738 170
internal_value=0 137.662 -275.551 -1126.53 -4319.9 -14070.3 -724.004 -923.981 -431.847 7346.74 -836.589 -275.603 -887.94 -5502.67 -11272.1 -274.981 5520.13 9860.71 -20170.2 -13553.9 -520.59 -911.76 2510.82 5100.65 2548.43 3068.98 -148.214 16634.5 -12061.9 -6772.58
internal_weight=0 1.1451e+06 572628 267554 29950 4674 237604 231859 2032 5745 231109 189469 155707 18257 8460 137450 13608 9750 555 7955 9797 123842 28915 21998 33762 33051 9768 1216 7670 4908
internal_count=4073804 1145099 572628 267554 29950 4674 237604 231859 2032 5745 231109 189469 155707 18257 8460 137450 13608 9750 555 7955 9797 123842 28915 21998 33762 33051 9768 1216 7670 4908
is_linear=0
shrinkage=0.1


Tree=1434
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 3 4 4 1 7 4 1 1 4 4 4 1 1 7 4 4 1 0 4 7 4 4 6 4
split_gain=3.17102e+12 4.76256e+13 6.49301e+13 7.34617e+14 4.77289e+14 4.9418e+14 2.6115e+14 1.68082e+14 1.61292e+14 1.33946e+14 3.56309e+14 1.31267e+14 1.14928e+14 1.59653e+14 1.01447e+14 4.76404e+14 9.23227e+13 8.79234e+13 8.74089e+13 1.85214e+14 4.41424e+14 3.65252e+14 1.9712e+14 3.999e+14 1.49669e+14 1.38974e+14 3.03216e+14 3.41163e+14 1.12589e+14 8.65125e+13
threshold=55.753967500000009 55.737027400000009 37.600779750000008 37.618684050000006 37.563506350000004 62.995000000000012 9.5000000000000018 6.5000000000000009 21.500000000000004 37.631035900000008 6.0000000000000009 18.500000000000004 38.430814800000007 49.195555600000006 24.500000000000004 25.500000000000004 5.5000000000000009 37.374856000000008 37.503969450000007 6.0000000000000009 13.500000000000002 9.5000000000000018 37.517483500000004 55.749683450000006 5.5000000000000009 6.0000000000000009 25.500000000000004 13.500000000000002 75.605000000000004 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 4 -4 17 6 8 -7 -6 10 11 -5 -11 -14 29 -16 -15 -3 25 24 21 -21 -22 -24 -20 -19 27 -27 -29 -12
right_child=-2 2 3 9 5 7 -8 -9 -10 12 14 -13 13 16 15 -17 -18 18 19 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.8295598997784612 -112.36304771705484 -8999.0723510653515 -287162.71061789774 -67694.624821352394 142626.07751416016 8046.8134259259259 373042.36458333337 -344806.16342592594 -132152.44619565218 10522.381364960715 -8623.942404687592 -216452.62260890153 -16228.026086144217 15377.563844784245 -149080.38927804408 11837.818562837332 -273.9300523309546 2379.1642761112184 -42765.739507022714 114050.02131159855 8141.8585076242471 -314263.16985294118 -272634.17695312499 10306.072757577538 59841.257402510477 14281.512824050309 -15588.897183392797 146735.31608660665 21355.738006882442 26676.039557988646
leaf_weight=2465905 1553707 2753 88 586 300 27 48 27 23 15773 1589 66 5067 5022 251 689 15102 1548 183 26 1245 85 80 133 637 487 554 486 84 1233
leaf_count=2465905 1553707 2753 88 586 300 27 48 27 23 15773 1589 66 5067 5022 251 689 15102 1548 183 26 1245 85 80 133 637 487 554 486 84 1233
internal_value=0 69.2748 3001.73 1485.31 10902.9 114263 155403 -168380 123060 2045.08 -14506.1 -82752.9 3828.52 -362.756 -2678.05 -31130.8 3631.94 5610.99 12860.7 -1572.93 -21702 -213938 -7066.81 -95962.6 36942.4 23776.2 44336.5 75744.9 128258 6799.47
internal_weight=0 2.5201e+06 54192 45466 8726 425 371 54 323 45378 4414 652 40964 25191 3762 940 20124 8301 5548 2389 1569 111 1458 213 820 3159 1611 1057 570 2822
internal_count=4073804 2520097 54192 45466 8726 425 371 54 323 45378 4414 652 40964 25191 3762 940 20124 8301 5548 2389 1569 111 1458 213 820 3159 1611 1057 570 2822
is_linear=0
shrinkage=0.1


Tree=1435
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 1 2 0 6 0 0 5 6 3 1 6 2 1 1 5 1 5 0 4 6 1 6 0 1 0
split_gain=3.0607e+12 1.22014e+13 5.17485e+13 3.68242e+13 3.32133e+13 2.72519e+13 2.0188e+13 1.99538e+13 3.08331e+13 3.53031e+13 1.78425e+13 2.07696e+13 2.44243e+13 2.12745e+13 2.0323e+13 2.76864e+13 2.50641e+13 2.24106e+13 2.07936e+13 1.79286e+13 2.10642e+13 1.77579e+13 3.59063e+13 1.76169e+13 1.75302e+13 1.71269e+13 1.66606e+13 1.75219e+13 3.66035e+13 2.20801e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 83.754481100000007 3658.0000000000005 56.148747500000006 81.705000000000013 56.020150250000007 53.341100000000004 3.5000000000000004 114.05000000000001 4.5000000000000009 92.948588300000011 87.395000000000024 10180.500000000002 92.791023150000015 92.90968070000001 3.5000000000000004 92.865667950000017 2.5000000000000004 51.768991500000006 6.5000000000000009 90.045000000000016 113.48479755000001 50.795000000000009 51.659529100000007 107.59716050000002 52.07762420000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 -5 -10 11 12 21 -14 16 25 17 -12 19 20 -19 -4 -23 24 -13 -16 -2 28 -28 -29
right_child=1 -3 3 7 5 6 -8 -9 9 -11 14 23 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-20.79211771504437 1560.060688440296 -404.07620463092081 9084.0058802904732 -4130.1357617868789 121983.30807291668 6253.3373905181888 40657.720895857543 34820.484499330872 -30479.076999217068 -167473.34155273438 1575.5378369056439 10450.071467517671 13429.993260657269 -119835.04521875001 -35544.164629448787 -83751.854573863646 59538.041620879121 -16568.382256869612 2417.0679687500001 156170.003046875 94241.506361607157 -93780.179459635416 40360.170902090482 -7335.0967296511635 86588.159786422169 17135.920260281036 -50517.146797789028 4006.1680950771765 -5571.6318559231677 -1787.3229039039093
leaf_weight=3852148 67929 107375 963 869 33 256 511 108 87 24 1450 42 23 25 108 55 91 29 79 20 42 21 401 43 108 144 203 8384 1687 30546
leaf_count=3852148 67929 107375 963 869 33 256 511 108 87 24 1450 42 23 25 108 55 91 29 79 20 42 21 401 43 108 144 203 8384 1687 30546
internal_value=0 361.345 1080.51 10515.3 14552.3 33003 29174.6 -5973.82 -10469.5 -60099.5 10501.6 18297 14149.3 -55978.9 4220.49 -19470.8 8471.36 5602.8 39953 72539.1 48981.1 16579.7 33684.9 49093.3 65269.5 -5441.26 600.568 -996.134 -10399.1 -539.631
internal_weight=0 221656 114281 5532 4444 800 767 1088 980 111 3644 1626 1433 48 2018 307 1711 1620 170 91 71 1385 422 193 150 252 108749 40820 1890 38930
internal_count=4073804 221656 114281 5532 4444 800 767 1088 980 111 3644 1626 1433 48 2018 307 1711 1620 170 91 71 1385 422 193 150 252 108749 40820 1890 38930
is_linear=0
shrinkage=0.1


Tree=1436
num_leaves=31
num_cat=0
split_feature=1 1 7 0 2 1 1 4 0 4 0 1 0 3 0 4 4 4 1 6 4 0 3 6 0 6 0 4 6 1
split_gain=3.02308e+12 1.75341e+13 9.51772e+13 1.78206e+14 1.14019e+14 1.11535e+14 1.05344e+14 9.94843e+13 9.94644e+13 1.7255e+14 4.65258e+14 2.98091e+14 1.78589e+14 1.42748e+14 1.96738e+14 1.4471e+14 1.02135e+14 1.37152e+14 1.35297e+14 1.16974e+14 1.97546e+14 1.37054e+14 1.09773e+14 1.01864e+14 9.98646e+13 9.45697e+13 9.34987e+13 9.05002e+13 4.93097e+14 8.85081e+13
threshold=37.649344350000007 37.71815560000001 6.0000000000000009 55.866549750000011 75.000000000000014 37.682335600000009 37.682335600000009 7.5000000000000009 55.858844800000007 21.500000000000004 55.622114900000007 37.702956500000006 55.60524465000001 5.5000000000000009 55.93962770000001 21.500000000000004 17.500000000000004 20.500000000000004 37.682335600000009 54.010000000000012 13.500000000000002 55.834019500000004 9.5000000000000018 69.015000000000015 55.721784200000009 84.00500000000001 55.883833400000007 5.5000000000000009 64.805000000000021 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 -5 -2 9 10 12 16 -4 26 15 -15 19 -18 22 21 24 29 -19 -17 -21 -6 -10 28 -7 -12
right_child=1 -3 8 4 5 27 -8 -9 13 -11 11 -13 -14 14 -16 23 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=166.17189514434142 2732.2608534361316 -15.868371555671226 -1605.2950409715668 40616.783419957428 -29662.80121620062 -5670.0624541613524 3129.245406437667 -13665.88802864524 -62402.005575566567 -3019.3524451092981 61779.766113207494 -7234.5067421777585 -114265.69153512968 -23662.07859819771 83087.133394582663 -3621.9623184889192 21368.071860112268 64311.725319602272 27891.442278421338 157438.20094714797 162170.09531758039 113282.78267160663 344997.5344161184 37639.452675372333 34575.605678441338 -173955.39550382656 -14790.296635826724 1431.3610270739478 518210.64538352279 -14681.310913085938
leaf_weight=862901 4745 3162899 3286 1607 622 98 1405 16794 605 6888 331 802 147 1872 285 1470 806 22 58 83 346 262 38 1009 326 49 1296 2451 22 279
leaf_count=862901 4745 3162899 3286 1607 622 98 1405 16794 605 6888 331 802 147 1872 285 1470 806 22 58 83 346 262 38 1009 326 49 1296 2451 22 279
internal_value=0 -44.6572 -1941.5 -5738.62 9121.67 -3892.92 23130.1 -10053.4 3280.07 8130.52 19448 45942.7 -6429.38 -6866.01 2596.71 -2675.59 62661 36109.5 136801 77740 106556 52790.3 242079 13172.2 59508.6 -40199.8 -29942.9 5582.74 90374.7 26808.2
internal_weight=0 3.2109e+06 48004 27793 6254 3242 3012 21539 20211 13674 6786 3353 3433 6537 4636 4351 2551 924 118 1627 755 872 60 2479 409 671 1901 2571 120 610
internal_count=4073804 3210903 48004 27793 6254 3242 3012 21539 20211 13674 6786 3353 3433 6537 4636 4351 2551 924 118 1627 755 872 60 2479 409 671 1901 2571 120 610
is_linear=0
shrinkage=0.1


Tree=1437
num_leaves=31
num_cat=0
split_feature=6 6 1 1 3 3 3 7 4 1 1 3 0 5 0 5 0 1 0 0 1 3 3 1 0 4 1 3 3 3
split_gain=2.98821e+12 1.3247e+13 2.50426e+13 4.47703e+13 7.80832e+13 1.03562e+14 5.50794e+13 5.07136e+13 5.06696e+13 5.60379e+13 4.61192e+13 3.54999e+13 2.77853e+13 2.68431e+13 2.5885e+13 2.70665e+13 3.68118e+13 4.66658e+13 3.03628e+13 5.42614e+13 4.99804e+13 4.19618e+13 4.07291e+13 2.65517e+13 3.79126e+13 2.8402e+13 6.97069e+13 3.92875e+13 3.24648e+13 3.37056e+13
threshold=112.00500000000001 108.05000000000001 38.927872750000006 39.029038350000008 15.500000000000002 17.500000000000004 9.5000000000000018 6.0000000000000009 21.500000000000004 38.989878900000008 39.712886600000012 12.500000000000002 44.046956350000009 2.5000000000000004 56.888401950000009 2.5000000000000004 43.550475500000012 82.93515810000001 56.818587550000011 56.782540950000005 60.620042600000012 19.500000000000004 2.5000000000000004 65.534455000000023 57.15297970000001 9.5000000000000018 65.574968200000015 3.5000000000000004 18.500000000000004 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 4 6 -6 7 13 9 -8 11 12 -5 -4 15 16 -12 -18 19 -17 22 -21 -20 24 -16 26 27 -25 29 -27
right_child=-2 2 3 10 5 -7 8 -9 -10 -11 14 -13 -14 -15 23 18 17 -19 20 21 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.78312649009487867 -655.0507301780508 -3053.0871813180856 91856.466904296889 -95316.55753038195 254018.70363051473 12255.972107263515 101678.35945945946 116942.94638831967 -104443.22807617189 -85828.672879464284 46437.451866319447 -75386.595066805763 -3332.4959172376339 15538.92755535236 -52255.745882295974 10059.402932180024 -62361.036866295864 50248.520448369571 -57590.663281250003 -24426.65947577294 -36138.958989257815 -157743.63362268521 71981.651348391737 15362.983148036859 -2978.0684815562854 8450.4343723426864 -31767.842252604169 142319.49548677885 106057.97088955967 -69524.20874956109
leaf_weight=3992241 68470 4313 50 36 34 37 37 61 64 28 63 110 374 589 242 5397 184 46 27 188 70 27 239 39 440 147 75 65 22 89
leaf_count=3992241 68470 4313 50 36 34 37 37 61 64 28 63 110 374 589 242 5397 184 46 27 188 70 27 239 39 440 147 75 65 22 89
internal_value=0 11.1979 3186.81 6252.04 27381.6 128030 18761.5 29826.8 -41282.7 20906.1 3838.76 -24942.8 -11409.1 21510.6 5872.25 8383.4 -21288.2 -39839.1 9845.03 8096.81 39044.5 -41168.8 58829.6 -8133.22 -20463.7 11110.2 41717 94710.8 -10124.7 -20955.3
internal_weight=0 4.00533e+06 13093 8780 900 71 829 700 129 65 7880 520 410 639 7360 6241 293 230 5948 5612 336 215 266 1119 682 437 179 104 258 236
internal_count=4073804 4005334 13093 8780 900 71 829 700 129 65 7880 520 410 639 7360 6241 293 230 5948 5612 336 215 266 1119 682 437 179 104 258 236
is_linear=0
shrinkage=0.1


Tree=1438
num_leaves=31
num_cat=0
split_feature=3 0 0 6 6 0 1 0 6 1 4 4 6 1 6 4 6 7 0 6 6 6 1 1 4 1 5 6 1 6
split_gain=2.92151e+12 2.1808e+13 6.42528e+13 5.12622e+13 5.31711e+13 4.14491e+13 3.42289e+13 3.60318e+13 5.44665e+13 3.52224e+13 4.00076e+13 4.58391e+13 5.50077e+13 4.45065e+13 3.33254e+13 3.23886e+13 5.22453e+13 3.46196e+13 3.21515e+13 8.43401e+13 5.0741e+13 4.82528e+13 4.3084e+13 3.22858e+13 4.94113e+13 6.23568e+13 3.98817e+13 4.7556e+13 4.14857e+13 3.12433e+13
threshold=18.500000000000004 59.898927250000007 59.825842200000004 128.05000000000004 56.505000000000003 60.002985000000002 30.438492500000006 59.905532300000012 71.715000000000018 30.315889700000003 21.500000000000004 23.500000000000004 58.045000000000009 30.205407000000005 56.805000000000007 22.500000000000004 80.030000000000015 6.0000000000000009 60.028671700000011 72.020000000000024 65.410000000000011 80.720000000000013 30.389265100000003 30.438492500000006 24.500000000000004 30.242318500000007 1.5000000000000002 53.995000000000012 30.260128500000004 36.405000000000008
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 -8 10 -3 15 14 -14 -13 -12 17 -17 19 20 23 -20 -23 24 25 -7 29 -28 -29 -27
right_child=1 5 3 -5 -6 18 7 -9 -10 -11 11 12 13 -15 -16 16 -18 -19 21 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=14.585986264958263 -556.44367228258568 -31741.149746933806 4002.2453693762131 -124658.67057756695 24268.780105242975 -48468.161765571494 -4675.6481565381664 11882.756706265583 -68340.933583470396 -24001.645619618808 -7345.2177377852195 4421.6037245247235 86091.466434151793 -44198.296375341328 124022.01507161459 -45051.714623455671 159607.62716308597 57117.887154162177 68.427100865310393 51988.320258193598 -64941.987073658129 -30031.168575833966 77565.804356971159 -15622.085978351504 -5659.5755759684253 81882.995826234823 155229.07707264458 6493.5597873263896 151844.85807291669 8444.6600569661459
leaf_weight=3956431 94711 465 3761 28 1974 73 1159 1208 152 2224 126 796 28 412 24 43 40 145 7159 410 108 813 39 479 540 80 67 72 27 210
leaf_count=3956431 94711 465 3761 28 1974 73 1159 1208 152 2224 126 796 28 412 24 43 40 145 7159 410 108 813 39 479 540 80 67 72 27 210
internal_value=0 -491.667 67.3531 10319 10978 -3815.36 -9834.53 -576.629 -12057.1 -15254.2 -5896.57 1549.36 -7383.34 -35907.1 7922.1 33343.7 55829.7 33749.3 259.548 11382.3 1328.9 -2608.96 -25106 5952.45 15619.6 37341.3 51078.3 90166.8 46134.8 28703.5
internal_weight=0 117373 100474 5763 5735 16899 6822 2519 1311 4303 2079 1614 1260 440 820 354 228 188 10077 2066 1656 8011 852 1548 1069 529 456 166 99 290
internal_count=4073804 117373 100474 5763 5735 16899 6822 2519 1311 4303 2079 1614 1260 440 820 354 228 188 10077 2066 1656 8011 852 1548 1069 529 456 166 99 290
is_linear=0
shrinkage=0.1


Tree=1439
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 6 6 1 4 6 6 3 6 4 5 6 6 4 4 3 1 3 7 7 6 3 3 6 1 1
split_gain=2.90678e+12 1.04626e+13 1.40681e+13 9.21747e+12 1.11599e+13 8.2846e+12 7.65915e+12 5.28435e+12 1.23238e+13 6.41824e+12 5.28241e+12 4.49041e+12 4.42981e+12 4.04527e+12 4.93229e+12 3.8923e+12 3.72864e+12 3.01798e+12 2.85176e+12 4.68659e+12 7.46597e+12 1.48262e+13 1.26329e+13 9.41332e+12 3.00142e+13 1.97035e+13 2.56221e+13 9.05637e+12 1.22339e+13 8.17022e+12
threshold=14143.500000000002 63.565651350000003 59.699368850000006 72.839788400000018 2.5000000000000004 52.610000000000007 44.010000000000012 65.64204770000002 8.5000000000000018 50.995000000000012 59.815000000000005 4.5000000000000009 49.010000000000012 8.5000000000000018 2.5000000000000004 67.00500000000001 54.010000000000012 7.5000000000000009 37.500000000000007 29.500000000000004 37.755233900000007 5.5000000000000009 6.0000000000000009 6.0000000000000009 82.905000000000015 8.5000000000000018 24.500000000000004 63.415000000000006 37.618684050000006 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 17 -2 12 9 -9 -7 -8 -3 14 -14 -12 -4 -6 -1 20 23 -22 -23 24 25 -20 -27 28 29 -25
right_child=1 3 16 4 5 10 11 8 -10 -11 15 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.35739601669554433 -32559.879790900737 185.02433057385824 -39157.230483546402 -32486.279619565219 -2711.7880468750004 110231.56308593751 6774.3903399493247 -34204.00445963542 -71161.286732219829 30622.051153273813 20382.781022135416 65586.227082519545 40387.916280241938 33924.048885486198 -6516.0975501543217 76229.246717247603 -93876.600664062498 40134.6845703125 -21474.216383928575 6996.9514203933186 51559.592875000002 -56397.283678836633 -10266.317532687717 -20587.936238330221 -69760.276770833341 101836.45754237022 -18086.284546874998 4815.2877376398392 10738.900405910326 -65853.814577792553
leaf_weight=4071458 34 258 33 23 35 20 37 24 29 42 24 20 31 103 81 26 20 31 35 290 25 101 144 263 30 62 25 338 115 47
leaf_count=4071458 34 258 33 23 35 20 37 24 29 42 24 20 31 103 81 26 20 31 35 290 25 101 144 263 30 62 25 338 115 47
internal_value=0 5776.31 -18849.9 10654.1 31936.2 42831.2 5003.75 4696.63 -16825.8 7048.94 66796.8 27410.1 9019.31 19620.5 6466.26 49422.9 -59806 17413.1 -1.23527 -4397.48 -7185.99 -21798.1 -29283.6 -2874.23 19850.6 41886.1 67375.9 -7401.33 -17117.1 -27450.8
internal_weight=0 871 144 727 159 136 91 568 95 66 70 57 473 215 112 50 53 66 4.07293e+06 1475 1185 270 245 915 152 122 87 763 425 310
internal_count=4073804 871 144 727 159 136 91 568 95 66 70 57 473 215 112 50 53 66 4072933 1475 1185 270 245 915 152 122 87 763 425 310
is_linear=0
shrinkage=0.1


Tree=1440
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 4 0 1 6 4 7 6 6 4 1 6 1 4 4 6 4 6 5 3 6 4 3 7 5 6
split_gain=2.75576e+12 3.02311e+13 1.13487e+14 7.10317e+13 1.00198e+14 6.55767e+13 5.73507e+13 1.49333e+14 1.74067e+14 5.29451e+13 8.08186e+13 5.70277e+13 4.49873e+13 4.47646e+13 4.33982e+13 5.17161e+13 5.22146e+13 4.14681e+13 4.07141e+13 5.13638e+13 4.61879e+13 3.76936e+13 6.08474e+13 3.76517e+13 3.46354e+13 1.27931e+14 4.9077e+13 4.7915e+13 3.46249e+13 3.42004e+13
threshold=54.762682300000009 54.86311005000001 83.025426800000005 82.981285100000022 108.05000000000001 30.500000000000004 54.810424650000009 83.086354900000018 93.050000000000011 9.5000000000000018 6.0000000000000009 79.015000000000015 106.49500000000002 3.5000000000000004 54.62357655000001 79.015000000000015 39.843340650000009 8.5000000000000018 8.5000000000000018 54.710000000000008 3.5000000000000004 49.895000000000003 2.5000000000000004 4.5000000000000009 84.810000000000016 20.500000000000004 13.500000000000002 6.0000000000000009 1.5000000000000002 81.705000000000013
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 3 5 -5 14 13 -8 9 10 18 23 -10 -4 15 16 -2 -16 20 -20 -9 -22 -23 28 -19 -26 -27 -28 -11 -7
right_child=1 -3 6 4 -6 29 7 8 12 11 -12 -13 -14 -15 17 -17 -18 24 19 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=125.49385499137375 -5927.7649515265266 -19.983393487578311 32682.729518082204 -24720.097504056495 -191776.94662162164 41459.573490168543 -3348.8891483931111 -28394.964995888164 325749.15170454548 210256.71262019232 -135092.72276041665 220152.38796296297 141138.01780303029 -3937.7880916545037 2958.9920194927745 -48019.140986199636 -29506.339215998865 -8880.6781658900927 36702.379062161592 -67807.576713423288 30191.806096033899 145042.76717035202 47798.905318670098 21245.399119971265 -7851.9971957924927 218376.65672743056 -14679.545338541669 185143.21515625002 45431.925578125003 173833.74387500001
leaf_weight=1224060 5354 2819167 371 1211 37 89 1595 95 22 26 30 27 33 3329 7171 380 1139 7922 101 88 651 84 275 87 324 36 30 20 25 25
leaf_count=1224060 5354 2819167 371 1211 37 89 1595 95 22 26 30 27 33 3329 7171 380 1139 7922 101 88 651 84 275 87 324 36 30 20 25 25
internal_value=0 -53.9038 -3181.33 -6451.35 -29672.9 -5162.75 8168.83 18110.9 40279.6 33826.5 27169.7 87242 214982 -265.839 -5548.18 -12162.4 -10063.9 -2615.87 30931.6 -11958.3 38267.5 44537.8 70552.3 61237.8 -7413.92 20926.8 129349 65249.6 129460 70489
internal_weight=0 2.84974e+06 30577 23738 1248 22490 6839 3139 1544 1489 1324 165 55 3700 22376 6873 6493 15503 1294 189 1105 1010 359 138 8332 410 86 50 51 114
internal_count=4073804 2849744 30577 23738 1248 22490 6839 3139 1544 1489 1324 165 55 3700 22376 6873 6493 15503 1294 189 1105 1010 359 138 8332 410 86 50 51 114
is_linear=0
shrinkage=0.1


Tree=1441
num_leaves=31
num_cat=0
split_feature=0 3 0 1 1 6 6 4 6 6 6 6 6 1 1 1 6 4 6 1 2 2 6 0 1 1 1 4 6 7
split_gain=2.81277e+12 3.04054e+13 2.98559e+13 1.14252e+14 3.46155e+14 9.26671e+13 8.02335e+13 8.71323e+13 6.19272e+13 6.52383e+13 5.92745e+13 8.19858e+13 5.78308e+13 5.4875e+13 9.54567e+13 9.31735e+13 4.73063e+13 4.0178e+13 3.91722e+13 4.20885e+13 3.83382e+13 3.52468e+13 3.51246e+13 3.46414e+13 9.38746e+13 1.02878e+14 5.46451e+13 4.42438e+13 7.38497e+13 4.12611e+13
threshold=43.687280500000007 20.500000000000004 44.046956350000009 40.377616600000003 39.723160900000003 41.990000000000002 82.00500000000001 5.5000000000000009 134.05000000000004 110.01500000000001 69.605000000000004 67.00500000000001 149.05000000000004 43.047633000000012 43.56803845000001 44.628646350000004 92.02500000000002 6.5000000000000009 26.495000000000001 39.178027400000005 9613.5000000000018 11703.500000000002 122.65000000000002 44.249882500000005 42.186961750000002 39.105193450000009 38.893394150000006 8.5000000000000018 70.00500000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 11 18 -10 -5 16 20 17 -15 -2 -20 -16 23 -11 24 25 26 -4 -28 29 -29
right_child=2 -3 21 8 5 6 -8 -9 12 22 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-610.39334461106625 -23267.268384774387 41718.440186695741 31080.24132889093 -4293.4612735341798 56537.648480373486 194541.42408854168 90428.271183894234 430481.73218750005 181948.18683712123 -76790.068780226939 -21976.387164675456 160870.43753906252 31168.686256862333 9458.3367525138638 -105864.66330818966 14657.317628417522 80307.545030048088 35421.055577972911 -36446.974623633636 25025.594527080379 -22371.977201196703 8189.081472884548 10267.242163085939 0.10535062603851489 703.9354334709468 -69518.814602568658 -9559.082948796784 -35620.249138703897 -106497.37741112526 28458.861918826224
leaf_weight=95676 223 170 255 8202 82 72 52 20 33 168 422 40 111 1710 58 1061 130 915 119 1739 1062 5243 64 3945425 7495 363 2093 549 129 123
leaf_count=95676 223 170 255 8202 82 72 52 20 33 168 422 40 111 1710 58 1061 130 915 119 1739 1062 5243 64 3945425 7495 363 2093 549 129 123
internal_value=0 -535.316 12.898 4286.13 22791.4 141394 189714 245833 494.424 -208.106 12251.1 19061.1 65722.3 720.144 9051.1 -6578.53 21424.3 18508.2 16335.3 21088.4 -26695.7 -4.66552 -52774.3 -15.5237 -5617.72 -19108.8 -13297.9 -17208.2 -37195.1 -23891.5
internal_weight=0 95846 3.97796e+06 16283 2769 226 144 92 13514 13370 2543 2121 144 13138 4936 2181 2755 2625 2081 1858 1120 3.96168e+06 232 3.95643e+06 11007 3512 3149 2894 801 672
internal_count=4073804 95846 3977958 16283 2769 226 144 92 13514 13370 2543 2121 144 13138 4936 2181 2755 2625 2081 1858 1120 3961675 232 3956432 11007 3512 3149 2894 801 672
is_linear=0
shrinkage=0.1


Tree=1442
num_leaves=31
num_cat=0
split_feature=4 0 1 6 1 7 0 0 6 0 1 1 4 0 6 1 1 6 1 6 5 1 0 0 6 1 1 0 1 1
split_gain=2.75154e+12 1.35516e+13 1.13973e+13 1.65359e+13 2.70069e+13 2.5308e+13 2.64164e+13 2.8193e+13 2.23734e+13 2.09299e+13 2.02544e+13 2.56172e+13 1.60706e+13 1.39144e+13 1.34542e+13 1.4856e+13 1.29771e+13 1.2606e+13 1.16946e+13 2.13854e+13 1.55487e+13 1.64859e+13 1.45781e+13 4.52024e+13 4.25782e+13 2.03158e+13 1.94631e+13 1.59163e+13 2.224e+13 2.96742e+13
threshold=2.5000000000000004 47.245981600000007 39.843340650000009 110.01500000000001 37.318079750000003 6.0000000000000009 45.177967300000006 46.323575350000006 114.05000000000001 43.550475500000012 39.689978950000004 39.105193450000009 1.5000000000000002 46.323575350000006 65.00500000000001 40.024897700000004 39.029038350000008 106.49500000000002 39.231261550000006 76.605000000000004 3.5000000000000004 39.004719500000007 45.036141150000006 45.00849250000001 61.805000000000007 38.657016300000002 38.958307950000012 46.323575350000006 37.503969450000007 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 -1 11 12 -10 -4 15 -15 -14 18 20 -20 21 22 23 25 -25 -11 27 28 -24 -30
right_child=-2 -3 13 4 5 -7 7 -9 10 17 -12 -13 16 14 -16 -17 -18 -19 19 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-96326.372330732149 -13.828766150841938 1145.7399388772446 2714.210026615614 -79824.722521551725 127200.5428030303 -9773.6728534501854 -76171.513201121808 43315.76639404297 121799.99568536931 -2944.7329973815522 133155.1199404762 -77533.796718750003 21152.290395192795 59053.031431842683 -58520.980962775742 -17709.535954988311 104918.79806547619 -45560.535026041674 -5142.9499204731937 -32683.361312835386 15467.403900317613 6349.5708475834253 8073.1253013727564 -11041.38191913574 -45919.145860479875 15922.609720589006 8186.7719312359131 7322.8309165237633 -34803.674331492548 -6486.752067107268
leaf_weight=24 3961637 82620 7627 29 33 194 39 40 22 2909 21 20 155 29 68 193 21 69 5565 297 535 2081 719 2359 411 710 2045 979 460 1893
leaf_count=24 3961637 82620 7627 29 33 194 39 40 22 2909 21 20 155 29 68 193 21 69 5565 297 535 2081 719 2359 411 710 2045 979 460 1893
internal_value=0 488.42 -1349.59 -2537.81 14208.4 19212 35232.6 -15671.6 50017.3 -2994.33 39360.2 30324.9 41219.7 1896.73 -19602.9 -7681.99 31147.2 -2887.82 -2747.37 -6538.29 -1275.78 -1890.75 -3264.25 -6602.06 -16216.4 756.79 234 -3780.67 -7319.18 -12022.6
internal_weight=0 112167 29547 21630 574 545 351 79 272 21056 239 218 198 7917 290 222 176 21032 20963 5862 15101 14566 12485 6389 2770 3619 6096 4051 3072 2353
internal_count=4073804 112167 29547 21630 574 545 351 79 272 21056 239 218 198 7917 290 222 176 21032 20963 5862 15101 14566 12485 6389 2770 3619 6096 4051 3072 2353
is_linear=0
shrinkage=0.1


Tree=1443
num_leaves=31
num_cat=0
split_feature=4 0 6 5 6 0 2 1 4 0 1 4 6 0 7 6 6 0 6 1 1 0 0 3 3 1 1 3 1 4
split_gain=2.84556e+12 2.34554e+13 2.924e+13 2.18578e+13 5.33595e+13 1.05077e+14 5.77555e+13 1.20285e+14 7.37019e+13 7.32011e+13 7.04545e+13 9.65635e+13 1.67782e+14 1.27703e+14 1.28201e+14 1.103e+14 6.16225e+13 6.02564e+13 7.38821e+13 1.07778e+14 2.95166e+14 1.85355e+14 2.99518e+14 9.36508e+13 9.29904e+13 7.298e+13 1.35774e+14 1.01776e+14 9.6333e+13 9.43528e+13
threshold=9.5000000000000018 63.565651350000003 92.02500000000002 1.5000000000000002 38.010000000000012 51.659529100000007 451.00000000000006 49.195555600000006 3.5000000000000004 55.791814000000009 49.111590500000005 8.5000000000000018 55.805000000000007 55.768246800000007 6.0000000000000009 56.205000000000005 50.795000000000009 52.960348700000004 59.025000000000013 43.997056950000008 43.56803845000001 56.324067350000007 56.342669500000007 2.5000000000000004 2.5000000000000004 30.226173900000003 30.303340300000002 1.5000000000000002 20.507515800000004 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 -3 4 -1 -6 8 10 -7 -10 17 13 -13 -12 -15 -14 -16 -8 -19 20 25 -21 24 -22 -23 28 27 -27 -20 -29
right_child=1 2 -4 -5 5 6 7 -9 9 -11 11 12 15 14 16 -17 -18 18 19 21 23 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-125.05951599939293 69.554698580939544 10524.027729160172 96243.400423971048 -333.6059899243096 -1343.4520231041911 18571.81266914029 35680.28756994009 1060.0948818651118 2415.7038437083802 -12134.265582119922 12517.937543733497 18115.708729829446 -233556.75108695656 59672.982222472194 108139.80859375 -1632.1753325591217 263592.93149509805 8581.676826339839 -119267.34925595239 -7622.193941219969 -50183.873766526442 197305.14828869049 -18090.837245639537 -166509.55581862992 485449.50403645833 82026.168727144293 5921.3234380287422 -97577.033609169419 37727.865120543887 13718.505134675941
leaf_weight=490223 2179918 1353 41 1249201 57940 1644 768 37655 8095 6036 456 946 46 382 51 37 51 36268 42 173 130 21 43 148 24 47 1062 342 563 98
leaf_count=490223 2179918 1353 41 1249201 57940 1644 768 37655 8095 6036 456 946 46 382 51 37 51 36268 42 173 130 21 43 148 24 47 1062 342 563 98
internal_value=0 77.847 13045.2 -89.7275 383.858 2013.74 4058.52 5157.14 -1467.84 -3799.26 8856.93 27321 6154.97 50491.1 86267.5 -130169 185866 7941.84 7395.06 -8585.73 -15139.4 52481.4 170640 -112113 350982 -2623.81 -14127.3 -57847.4 26829 -72788.5
internal_weight=0 2.18131e+06 1394 1.89249e+06 643291 153068 95128 79353 15775 14131 41698 1969 1029 940 484 83 102 39729 38961 2693 2432 261 88 278 45 2154 1549 487 605 440
internal_count=4073804 2181312 1394 1892492 643291 153068 95128 79353 15775 14131 41698 1969 1029 940 484 83 102 39729 38961 2693 2432 261 88 278 45 2154 1549 487 605 440
is_linear=0
shrinkage=0.1


Tree=1444
num_leaves=31
num_cat=0
split_feature=0 0 6 1 4 7 1 4 0 1 7 1 6 0 7 6 4 4 6 5 0 0 4 4 6 0 1 1 5 6
split_gain=3.06562e+12 4.60803e+13 7.23258e+13 9.97914e+13 1.45212e+14 2.01059e+14 1.44314e+14 1.38609e+14 1.30221e+14 1.11143e+14 1.13909e+14 1.44444e+14 1.84768e+14 1.21181e+14 1.06294e+14 1.11651e+14 9.73403e+13 1.15253e+14 9.69016e+13 9.2157e+13 1.0464e+14 8.62921e+13 8.35355e+13 1.22111e+14 9.63238e+13 8.38272e+13 8.30398e+13 1.45537e+14 1.39064e+14 1.16718e+14
threshold=55.753967500000009 55.783232450000007 46.010000000000012 37.475446350000006 8.5000000000000018 6.0000000000000009 37.649344350000007 5.5000000000000009 55.775215600000003 37.600779750000008 6.0000000000000009 37.618684050000006 55.805000000000007 55.768246800000007 6.0000000000000009 56.805000000000007 8.5000000000000018 6.5000000000000009 63.855000000000011 2.5000000000000004 55.775215600000003 55.768246800000007 24.500000000000004 23.500000000000004 60.910000000000004 55.759969450000007 37.563506350000004 37.618684050000006 2.5000000000000004 60.305000000000007
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 -2 16 5 26 9 -7 18 14 11 12 -11 -14 -6 -16 17 -4 -9 -17 -21 -18 23 25 -25 -12 28 -28 29 -5
right_child=1 -3 3 4 6 7 -8 8 -10 10 22 -13 13 -15 15 19 21 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=68.113741004534262 1008.7991837445491 1.8571804492520052 35253.009537337661 -157303.04183621923 -33508.35873137688 -8487.9787420492266 -7084.3811851204809 -67413.277265625002 216751.78741273272 28723.575491071431 -54735.505381582014 -113.67307052285797 -430641.69244791672 -97350.630156250001 -35397.67813386106 38984.713413419544 48351.388053579452 -73756.008106959678 121693.2933872768 58594.514370754085 -55829.981244036266 7580.1187798557512 30832.466145833332 -221398.19739879263 -35819.427177019817 -256674.19174107141 62804.340881560223 578.37362269170762 2089.1301101888021 36206.941982660057
leaf_weight=2520097 28320 1490295 154 130 1527 113 19841 40 94 35 973 701 24 20 529 805 713 262 84 115 262 1909 87 88 41 21 402 5781 300 41
leaf_count=2520097 28320 1490295 154 130 1527 113 19841 40 94 35 973 701 24 20 529 805 713 262 84 115 262 1909 87 88 41 21 402 5781 300 41
internal_value=0 -110.48 -2750.6 -5784.51 -7426.22 5324.84 -10979.1 81393.5 127983 -25759.9 -44358.7 -14560 -142748 -279146 -14329.5 2786.81 11537.2 -33401.7 60691.2 19876.1 -20926 18667 -63567.8 -70881.1 -162416 -59001.8 1540.84 4624.12 -38934.5 -110906
internal_weight=0 1.55371e+06 63412 35092 32054 6985 25069 331 218 5228 1990 780 79 44 3238 1711 3038 416 124 1182 377 2622 1210 1123 129 994 6654 6183 471 171
internal_count=4073804 1553707 63412 35092 32054 6985 25069 331 218 5228 1990 780 79 44 3238 1711 3038 416 124 1182 377 2622 1210 1123 129 994 6654 6183 471 171
is_linear=0
shrinkage=0.1


Tree=1445
num_leaves=31
num_cat=0
split_feature=2 0 1 4 0 0 6 1 3 6 3 6 1 6 6 0 6 0 0 1 0 6 0 4 0 1 1 4 5 6
split_gain=3.20403e+12 2.45249e+13 1.20422e+14 5.4904e+13 3.54391e+13 7.16142e+13 3.75543e+13 3.69949e+13 4.47348e+13 6.98242e+13 6.89927e+13 4.28078e+13 3.44225e+13 3.23691e+13 2.99783e+13 2.86313e+13 4.73506e+13 6.47544e+13 6.39728e+13 5.04061e+13 5.27493e+13 4.95643e+13 4.9147e+13 7.57341e+13 1.13598e+14 7.91049e+13 7.16532e+13 2.62587e+14 1.00356e+14 5.49926e+13
threshold=2599.0000000000005 56.838524800000009 49.111590500000005 5.5000000000000009 56.888401950000009 58.010305850000002 168.45000000000002 53.252814850000007 10.500000000000002 91.02500000000002 16.500000000000004 104.01000000000001 53.187400150000009 35.995000000000012 104.01000000000001 56.041614100000011 69.015000000000015 56.342669500000007 56.067362750000008 37.318079750000003 56.685611200000004 77.565000000000012 56.288960650000007 11.500000000000002 56.228352100000002 37.517483500000004 38.166910000000009 14.500000000000002 2.5000000000000004 91.02500000000002
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 15 3 -3 7 12 -7 8 -4 -10 11 -11 -6 -5 -9 -1 -17 18 -18 20 -19 -20 23 -23 25 -25 -24 29 -29 -28
right_child=-2 2 4 13 5 6 -8 14 9 10 -12 -13 -14 -15 -16 16 17 19 21 -21 -22 22 26 24 -26 -27 27 28 -30 -31
leaf_value=211.92557427770021 -44.122129512976521 -14915.062895087785 5957.5397665393284 20949.867973889806 -32880.722922865927 2758.1906565417999 120860.6932083695 -152.10146242712344 19259.043024770534 84965.532128906256 -39599.157328657675 249848.60517893147 -8490.4590137306786 88818.322693679249 -85872.129754192079 -1181.560269307123 -63392.933774594909 -88637.076236979163 -12195.86440476033 -31100.952605859326 23668.245727088342 -50926.053332138064 17073.008054914892 30877.171178420045 -87163.442666153176 187373.21689453127 373096.54083533655 125133.89943181819 -147426.70075892858 160821.13940217393
leaf_weight=726518 3265512 93 11748 95 680 9579 27 8293 1278 32 22 31 3882 270 41 40232 162 48 1475 1839 325 256 962 188 71 39 26 22 35 23
leaf_count=726518 3265512 93 11748 95 680 9579 27 8293 1278 32 22 31 3882 270 41 40232 162 48 1475 1839 325 256 962 188 71 39 26 22 35 23
internal_value=0 178.254 2726.91 53677 2071.67 -1809.35 3090.15 4635.72 7947.16 25096.2 112859 166098 -12126 71153.9 -573.81 59.2046 -2368.53 -11097.1 -2134.13 -24302.5 9216.09 1070.24 13134.1 -11034.7 23234.4 57764.2 25671 103702 -42227.9 273457
internal_weight=0 808292 36071 458 35613 14168 9606 21445 13111 1363 85 63 4562 365 8334 772221 45703 5471 3259 2212 373 3097 1622 554 298 227 1068 106 57 49
internal_count=4073804 808292 36071 458 35613 14168 9606 21445 13111 1363 85 63 4562 365 8334 772221 45703 5471 3259 2212 373 3097 1622 554 298 227 1068 106 57 49
is_linear=0
shrinkage=0.1


Tree=1446
num_leaves=31
num_cat=0
split_feature=1 5 6 0 0 4 1 6 1 0 4 4 7 7 1 4 0 4 0 4 4 4 6 6 0 6 6 5 1 4
split_gain=2.9813e+12 1.7841e+13 1.52878e+13 1.90147e+13 5.79215e+13 3.29277e+13 2.51618e+13 2.46746e+13 2.12859e+13 2.11909e+13 3.82313e+13 5.24929e+13 2.27389e+13 1.90784e+13 1.70083e+13 8.54253e+13 8.84797e+13 2.26373e+14 2.77938e+14 2.03663e+14 1.79426e+14 4.05031e+14 1.769e+14 3.27003e+14 1.71823e+14 2.87045e+14 1.45133e+14 1.49756e+14 1.45056e+14 1.39657e+14
threshold=30.303340300000002 7.5000000000000009 35.010000000000012 59.990753350000013 59.982409200000006 10.500000000000002 30.242318500000007 34.605000000000011 30.084656550000002 60.002985000000002 11.500000000000002 10.500000000000002 6.0000000000000009 6.0000000000000009 30.260128500000004 3.5000000000000004 59.950512650000007 11.500000000000002 59.990753350000013 13.500000000000002 8.5000000000000018 9.5000000000000018 57.995000000000012 64.015000000000015 59.990753350000013 102.04000000000001 54.990000000000002 2.5000000000000004 30.277905650000005 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 13 -6 -7 8 -5 10 11 -10 -13 -1 -4 -16 26 18 20 -19 -18 28 -23 -24 25 -21 -17 29 -22 -28
right_child=-2 -3 14 7 5 6 -8 -9 9 -11 -12 12 -14 -15 15 16 17 19 -20 24 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=2951.3936927358186 17.494676588260624 94024.275488281259 -271.20665038946066 -12661.196780136048 1236.9692855992269 -28764.853547765029 -104106.17233910892 18360.508744690927 10798.388619725236 3191.373461561021 4434.6788695465093 178532.78984375001 75991.982317023023 -6687.3245480400383 34237.537467488604 3470.7274035430405 15598.781560256009 -42368.503465586262 -12934.375753089316 -82301.291655572393 180928.06516201104 -58128.300189936934 204194.89351561663 15790.624575318408 273.27384703983233 154799.7264939693 -73960.631982020423 -10007.747054973253 65509.282545718401 -19191.372734233762
leaf_weight=8306 3910268 20 116666 741 97 79 101 1298 147 6025 500 28 95 2728 600 3506 3203 1573 2488 490 278 218 109 595 8282 57 897 3262 179 968
leaf_count=8306 3910268 20 116666 741 97 79 101 1298 147 6025 500 28 95 2728 600 3506 3203 1573 2488 490 278 218 109 595 8282 57 897 3262 179 968
internal_value=0 -418.311 -429.862 2149.66 -565.459 -45729.8 -71039.7 5626.09 3432.71 5187.77 20808.9 51131.6 99334.6 568.357 -792.31 -3068.85 -3926.31 166.013 13972.7 -9218.08 28583.1 58741.7 20586.4 44961.2 -3311.9 -57594.2 -12208.6 -22930.6 135720 -45533.5
internal_weight=0 163536 163516 20145 11311 277 180 8834 7536 6795 770 270 123 11034 143371 26705 26105 17472 7070 10402 4582 1379 922 704 8829 547 8633 5127 457 1865
internal_count=4073804 163536 163516 20145 11311 277 180 8834 7536 6795 770 270 123 11034 143371 26705 26105 17472 7070 10402 4582 1379 922 704 8829 547 8633 5127 457 1865
is_linear=0
shrinkage=0.1


Tree=1447
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 0 4 6 0 1 0 6 0 4 0 0 4 4 2 6 0 0 6 4 4 4 1 6 4
split_gain=2.89055e+12 3.50154e+13 1.18928e+14 7.62507e+13 1.47111e+14 7.5172e+13 1.6372e+14 7.6271e+13 1.3108e+14 6.75231e+13 7.49681e+13 6.43267e+13 1.40118e+14 1.07174e+14 1.74177e+14 8.55814e+13 6.64663e+13 5.88997e+13 5.26331e+13 5.11664e+13 5.97562e+13 8.47315e+13 6.95033e+13 6.66932e+13 6.79832e+13 5.3255e+13 6.15629e+13 4.2799e+13 6.09118e+13 4.26837e+13
threshold=37.768783500000005 37.740454950000007 55.390026600000006 55.910578700000009 55.922096200000006 6.0000000000000009 55.728148450000006 10.500000000000002 81.705000000000013 55.579943700000008 37.755233900000007 55.676890650000011 60.305000000000007 55.685785750000008 32.500000000000007 55.721784200000009 55.660117850000006 31.500000000000004 11.500000000000002 75.000000000000014 69.015000000000015 55.685785750000008 55.676890650000011 104.01000000000001 24.500000000000004 24.500000000000004 14.500000000000002 37.755233900000007 66.50500000000001 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 27 5 18 6 19 -8 17 10 -7 12 16 14 -13 -15 -11 -9 -5 20 -4 22 23 24 -22 26 -23 28 -3 -6
right_child=-2 2 3 4 29 9 7 8 -10 11 -12 13 -14 15 -16 -17 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=42.79942128106854 -47.183005191209915 -9929.1108466352471 6541.7825241815171 26981.520540072095 11912.42381144807 -63540.759165219904 -7675.825583943667 -54744.933453341691 -300092.21214843751 -1668.5240905159117 35305.481901793923 -270449.77549107146 79846.056209873175 100741.7403125 26990.915800781251 11318.816479074076 59215.733337910977 9858.0088839909222 71756.93649542857 15323.776210863136 -32865.822506993871 -18642.472753906251 -146885.11748046876 91321.232259114593 133937.52262500001 -129846.27232142858 66193.884684895835 -1180.4197212272754 -52532.361745820526 -34700.187696007044
leaf_weight=942605 3100886 2570 4727 473 609 216 1138 667 20 709 119 35 484 110 45 3956 240 179 590 4038 1079 138 48 48 25 21 225 7128 386 290
leaf_count=942605 3100886 2570 4727 473 609 216 1138 667 20 709 119 35 484 110 45 3956 240 179 590 4038 1079 138 48 48 25 21 225 7128 386 290
internal_value=0 150.382 3495.73 7918.11 26651.6 5906.01 1467.38 -24694.2 -47057.9 15177.3 -28428.2 17795.7 36060.2 11482.8 -103139 13738 13729 -41076 51833.4 6533.36 908.944 -15900.7 -28984 -24071.5 -29088.6 24984.9 33942 -5375.78 -15492.3 -3123.9
internal_weight=0 972918 30313 20229 1962 18267 12353 2004 866 5914 335 5579 1433 4146 80 4066 949 846 1063 10349 6311 1584 1200 1152 1104 384 363 10084 2956 899
internal_count=4073804 972918 30313 20229 1962 18267 12353 2004 866 5914 335 5579 1433 4146 80 4066 949 846 1063 10349 6311 1584 1200 1152 1104 384 363 10084 2956 899
is_linear=0
shrinkage=0.1


Tree=1448
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 7 3 4 0 0 1 0 0 1 1 3 1 6 0 1 2 6 1 5 1 2 3 1 6
split_gain=3.14583e+12 5.29185e+13 4.41264e+13 5.32354e+13 1.04305e+14 5.11108e+13 3.25715e+13 5.91835e+13 6.31624e+13 8.85911e+13 1.22308e+14 8.37129e+13 1.4359e+14 1.55952e+14 2.52846e+14 1.02529e+14 9.54611e+13 1.62154e+14 1.28611e+14 9.7261e+13 7.85221e+13 2.63113e+14 7.41693e+13 1.81427e+14 8.33575e+13 8.02284e+13 7.91536e+13 7.8917e+13 8.25962e+13 7.05171e+13
threshold=55.214863500000007 55.303261650000003 16.500000000000004 37.897576350000001 38.430814800000007 10.500000000000002 6.0000000000000009 1.5000000000000002 9.5000000000000018 59.982409200000006 60.064438250000002 30.323041000000003 59.933037250000005 59.939085000000013 30.362494150000003 30.389265100000003 6.5000000000000009 30.315889700000003 71.030000000000015 59.939085000000013 30.345769800000003 3338.0000000000005 74.615000000000009 43.997056950000008 2.5000000000000004 47.256487700000001 2865.5000000000005 4.5000000000000009 47.17130860000001 84.810000000000016
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 5 -4 -5 -2 -3 -8 9 11 -11 16 22 14 -14 -16 -9 -18 19 -19 -15 -22 24 -24 -13 27 -26 -25 -29 -20
right_child=1 6 3 4 -6 -7 7 8 -10 10 -12 12 13 20 15 -17 17 18 29 -21 21 -23 23 25 26 -27 -28 28 -30 -31
leaf_value=86.269163115312736 -5483.7097916164084 214.23309256045155 -28091.183548029123 165186.33594970705 15880.477991985455 -36593.336476327735 4377.2339245085677 1103.1692967919787 -450.91779059257817 -40014.243612327431 -4655.5753268880535 -2840.5644505018727 -367043.47708333336 -6552.7662265251965 93710.275604838724 -130258.51508463542 12485.020967822331 103934.01918235845 226720.51287109379 -32666.944446060505 -178137.71201847959 -3445.5884315490725 -21327.972847792043 91401.293248913338 30556.541710617126 1682.1766479795715 -2261.8715023642535 -84064.994828591414 86768.687340561228 61276.319233141447
leaf_weight=2074475 15291 1413524 110 64 174 547 22225 8351 469994 1546 2664 48400 36 733 31 60 1538 117 80 94 130 256 6502 204 1502 3563 1439 67 49 38
leaf_count=2074475 15291 1413524 110 64 174 547 22225 8351 469994 1546 2664 48400 36 733 31 60 1538 117 80 94 130 256 6502 204 1502 3563 1439 67 49 38
internal_value=0 -89.5116 -5784.19 29439.9 56030 -6558.15 -43.0329 -681.445 -886.835 -3533.84 -17640 -2722.43 -4084.75 -37694.4 -142709 -53961.5 5673.35 26115.5 89835 43078.6 -25775.8 -62279.7 -3406.31 -11113.7 -1847.3 5989.9 14498.8 53953.7 -11902.5 173442
internal_weight=0 1.99933e+06 16186 348 238 15838 1.98314e+06 569619 547394 77400 4210 73190 62972 1246 127 91 10218 1867 329 211 1119 386 61726 10385 51341 3883 2941 320 116 118
internal_count=4073804 1999329 16186 348 238 15838 1983143 569619 547394 77400 4210 73190 62972 1246 127 91 10218 1867 329 211 1119 386 61726 10385 51341 3883 2941 320 116 118
is_linear=0
shrinkage=0.1


Tree=1449
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 2 0 0 4 1 0 0 6 5 6 0 4 1 0 7 1 6 4 6 4 1 1 0 7 6
split_gain=3.14322e+12 1.74691e+13 1.02391e+14 2.31127e+14 8.32728e+13 2.06208e+14 2.75308e+14 4.71104e+14 1.77602e+14 1.55682e+14 1.9546e+14 5.96195e+14 1.77331e+14 1.38694e+14 1.29953e+14 1.16809e+14 1.15637e+14 7.19673e+14 4.17752e+14 1.50151e+14 1.47617e+14 2.22446e+14 1.78288e+14 1.16992e+14 1.11498e+14 9.75491e+13 1.43545e+14 9.62196e+13 1.6717e+14 9.31603e+13
threshold=37.649344350000007 37.343102500000008 5873.0000000000009 5062.5000000000009 55.462387050000011 75.000000000000014 55.988910100000005 55.93962770000001 16.500000000000004 37.374856000000008 55.910578700000009 55.883833400000007 103.03500000000001 3.5000000000000004 63.415000000000006 55.82518790000001 13.500000000000002 37.401708450000008 55.685785750000008 6.0000000000000009 37.46219940000001 85.020000000000024 6.5000000000000009 110.01500000000001 11.500000000000002 37.517483500000004 37.503969450000007 55.520061350000013 6.0000000000000009 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 15 -14 -9 -7 17 18 -11 20 23 -22 -23 -19 -20 26 -16 28 -18 -29
right_child=-2 2 -4 -5 5 6 8 14 -10 16 -12 -13 13 -15 25 -17 27 19 24 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-133.22676007574378 -45.535902593077061 -4117.5010705884843 -17985.233993369093 38897.60257279747 -174.86927969827582 26461.306514339842 2172.7595117558417 37945.646157767529 -22617.453931979235 307394.36614583334 -69656.085056127675 402516.25581395347 -100854.66416015626 47982.435807291673 88556.076590568875 78834.599754007621 62411.057694935873 4982.4566501402605 133130.20789115937 -22547.141491680974 30431.856520032758 376810.96580882353 32616.213208912042 -94800.777934451224 42046.52326609991 132153.38677986935 -48546.789052635737 909.25379668279186 312.36500007601035 74333.585069818611
leaf_weight=594077 3210903 30346 2859 1603 180053 2839 9399 2045 4173 99 198 43 180 96 334 501 726 2628 249 1338 1883 34 27 123 292 290 99 25117 1076 174
leaf_count=594077 3210903 30346 2859 1603 180053 2839 9399 2045 4173 99 198 43 180 96 334 501 726 2628 249 1338 1883 34 27 123 292 290 99 25117 1076 174
internal_value=0 169.442 838.312 1040.66 811.105 1450.22 6872.5 11012.9 -5449.52 8083.53 27116.6 32353.2 27951.4 -49085.2 50829.1 34317.3 5909.44 17701.1 118530 7004.93 15426.8 36520.3 224462 521.047 83968.6 87269.8 57209.2 3005.14 25331 1414.41
internal_weight=0 862901 268824 265965 264362 234016 53963 40391 13572 37623 3857 3659 3616 276 2768 3340 33766 6673 640 6033 4695 1944 61 2751 541 723 433 27093 1802 25291
internal_count=4073804 862901 268824 265965 264362 234016 53963 40391 13572 37623 3857 3659 3616 276 2768 3340 33766 6673 640 6033 4695 1944 61 2751 541 723 433 27093 1802 25291
is_linear=0
shrinkage=0.1


Tree=1450
num_leaves=31
num_cat=0
split_feature=0 0 6 6 5 6 3 4 4 1 4 7 1 1 4 4 1 0 4 1 5 4 3 6 1 3 1 5 1 0
split_gain=3.09644e+12 2.688e+13 4.88153e+13 4.38531e+13 7.08448e+13 3.89237e+13 3.45668e+13 6.59526e+13 8.5795e+13 8.54764e+13 3.7698e+13 4.55367e+13 5.03016e+13 5.11464e+13 3.84322e+13 8.25693e+13 7.49229e+13 3.51281e+13 7.15464e+13 3.45045e+13 3.43424e+13 3.40885e+13 3.32188e+13 4.269e+13 3.924e+13 4.1074e+13 4.08975e+13 3.34925e+13 3.31673e+13 1.00437e+14
threshold=54.94110555000001 54.962581500000006 134.05000000000004 110.01500000000001 3.5000000000000004 95.045000000000016 7.5000000000000009 14.500000000000002 17.500000000000004 82.895858600000011 9.5000000000000018 6.0000000000000009 82.958608050000009 82.965501500000016 17.500000000000004 11.500000000000002 82.895858600000011 54.947759400000002 16.500000000000004 82.971668900000012 2.5000000000000004 12.500000000000002 1.5000000000000002 75.010000000000005 82.975438000000011 4.5000000000000009 82.963919600000011 1.5000000000000002 82.961694200000011 54.94428030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 9 -9 -8 12 -12 17 15 20 -17 18 -14 -7 -13 22 23 27 25 26 -24 -2 -22 -30
right_child=1 -3 -4 4 -6 19 10 8 -10 -11 11 14 13 -15 -16 16 -18 -19 -20 -21 28 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=127.26686518427294 -5521.5833623172011 17.295018794264468 -126792.81606760333 172903.97482096357 -48901.756005859381 -45431.329788080504 21120.867793122539 -4878.6914334380681 6150.9005227282114 72900.055621624226 10570.099187816555 -2419.6007530434722 -19666.515974995433 -5408.4027477061154 -6618.8122484010737 -26164.426219737597 47432.763041274811 -45180.385815482645 32816.494982953911 15215.350729346086 -434.57350531886107 -30860.786590985255 288.13165320198146 -17416.774977285928 -10290.099826916739 -1364.759996952911 7365.3456071581941 4819.5700028522251 73628.091407752407 7903.7283939432709
leaf_weight=1301151 11106 2612784 31 36 24 359 635 217 4517 405 1231 27831 3764 7113 12789 177 633 461 279 127 3356 373 18412 2226 3316 38958 14672 4362 260 2199
leaf_count=1301151 11106 2612784 31 36 24 359 635 217 4517 405 1231 27831 3764 7113 12789 177 633 461 279 127 3356 373 18412 2226 3316 38958 14672 4362 260 2199
internal_value=0 -59.7238 -1318.46 -1294.13 84181.7 -1326.23 -1240.01 -83.7218 10945.6 45765 -3116.72 -3372.84 -8651.56 -10688.4 -1937.32 -199.701 31350.4 -19026.9 -16044.8 -29583.3 -959.244 -690.409 -569.47 -4468.72 346.07 835.639 3426.71 -2605.36 6030.12 14853
internal_weight=0 2.77265e+06 159869 159838 60 159778 159292 98564 5139 622 60728 60093 12848 11617 47245 34456 810 4504 4043 486 33646 93425 93052 17694 75358 72042 33084 15468 5815 2459
internal_count=4073804 2772653 159869 159838 60 159778 159292 98564 5139 622 60728 60093 12848 11617 47245 34456 810 4504 4043 486 33646 93425 93052 17694 75358 72042 33084 15468 5815 2459
is_linear=0
shrinkage=0.1


Tree=1451
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 4 6 3 4 6 4 4 4 6 6 6 6 5 1 2 0 4 0 0 0 4 1 1 0
split_gain=3.31167e+12 9.16786e+13 1.86514e+14 1.12331e+14 1.10105e+14 1.44732e+14 2.03229e+14 9.39838e+13 9.30778e+13 8.9394e+13 5.20785e+13 5.15518e+13 6.45577e+13 4.54017e+13 4.36406e+13 6.62837e+13 4.78146e+13 3.82236e+13 3.95859e+13 3.6372e+13 5.18503e+13 8.89176e+13 6.71162e+13 6.98039e+13 8.84976e+13 6.00312e+13 1.18061e+14 1.04008e+14 9.80546e+13 3.62942e+14
threshold=60.605526900000008 60.620042600000012 56.791379400000004 56.838524800000009 56.83050475000001 6.0000000000000009 26.500000000000004 78.010000000000005 5.5000000000000009 16.500000000000004 168.45000000000002 25.500000000000004 24.500000000000004 16.500000000000004 134.05000000000004 114.05000000000001 120.05000000000001 75.605000000000004 2.5000000000000004 56.805602900000004 6082.0000000000009 59.848366150000011 12.500000000000002 55.026775150000006 55.007293000000011 56.850115550000005 9.5000000000000018 59.999510900000011 60.590708550000009 56.83050475000001
decision_type=2 2 2 2 2 2 2 2 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 17 4 9 7 -7 -6 -9 10 14 12 13 -5 15 -4 -17 -2 -19 -1 22 25 23 24 -21 27 -27 -22 -29 -30
right_child=1 -3 3 11 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=17.276619723165478 -11717.218252745919 39.642537153572654 11958.390764419948 6864.2508083597822 11755.257333508003 423350.77870370378 27672.059296874999 183755.59318465268 5155.0538389756948 41797.636716333836 -137441.74153645834 34567.165968870882 -16214.131368874101 50377.75526466217 80060.574232219835 -114499.94822345891 29072.520059742645 -132006.79413311297 -30668.538633235512 -704.54818391158426 -23042.212629157319 -51984.629630365322 -37512.482339570022 -10745.158916235363 63383.639194335941 -440.5579618104872 -12196.373601879188 4647.5870206215568 11622.765362526583 -23794.13378555236
leaf_weight=2701179 2760 1232124 1950 6480 205 27 25 83 45 1354 24 618 1257 249 87 73 34 52 149 10451 1657 338 660 10962 220 36070 11194 41899 5899 5679
leaf_count=2701179 2760 1232124 1950 6480 205 27 25 83 45 1354 24 618 1257 249 87 73 34 52 149 10451 1657 338 660 10962 220 36070 11194 41899 5899 5679
internal_value=0 135.703 7785.52 13126.9 27188.5 77963.1 233121 53734.3 120966 21638.1 9047.74 6741.72 4588.44 8474.43 10687.5 7753.44 -68878.8 -14783.3 -56885.4 -59.9043 -1727.35 -778.732 -6099.02 -5140.63 616.734 -609.709 -3224.8 1632.1 2396.64 -5749.2
internal_weight=0 1.2476e+06 15472 12511 3907 385 52 333 128 3522 2168 8604 7986 6729 2144 2057 107 2961 201 2.82621e+06 125029 102736 22293 21633 10671 102398 47264 55134 53477 11578
internal_count=4073804 1247596 15472 12511 3907 385 52 333 128 3522 2168 8604 7986 6729 2144 2057 107 2961 201 2826208 125029 102736 22293 21633 10671 102398 47264 55134 53477 11578
is_linear=0
shrinkage=0.1


Tree=1452
num_leaves=31
num_cat=0
split_feature=0 0 6 0 1 3 1 6 0 1 0 1 6 6 0 6 6 4 6 7 0 1 1 6 1 6 0 1 4 4
split_gain=3.2831e+12 4.25051e+13 3.61902e+13 2.68136e+13 5.58544e+13 5.87389e+13 6.87956e+13 7.77188e+13 8.57245e+13 9.54902e+13 9.82972e+13 1.07957e+14 8.11696e+13 5.68567e+13 5.65872e+13 5.45845e+13 5.18892e+13 4.86812e+13 4.81315e+13 4.82488e+13 4.77531e+13 6.51726e+13 6.06511e+13 5.07832e+13 4.67311e+13 4.11763e+13 4.08262e+13 6.94502e+13 6.42062e+13 1.11756e+14
threshold=55.214863500000007 55.303261650000003 59.815000000000005 55.123213100000008 61.511492200000006 1.5000000000000002 61.273924650000005 43.010000000000012 55.173955500000005 61.381045500000006 55.161746650000005 61.29689960000001 106.49500000000002 98.020000000000024 55.145978450000008 66.990000000000023 80.030000000000015 16.500000000000004 125.02000000000002 6.0000000000000009 55.161746650000005 37.442254400000003 37.586700500000006 86.920000000000016 50.213874250000011 59.815000000000005 55.102137100000007 82.981285100000022 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=3 2 -2 26 5 -5 18 -8 9 10 -9 -12 13 -11 -14 -10 -6 -15 19 20 21 25 -23 -22 -24 -7 -1 28 29 -28
right_child=1 -3 -4 4 16 6 7 8 15 12 11 -13 14 17 -16 -17 -18 -19 -20 -21 23 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=66.350217602605113 -2287.06628696912 -49.788300262272884 -12883.701789608114 -4595.8398216652367 -3873.2171502571364 -16965.640209531786 102.5165159813568 41229.360585164512 6801.539131880756 8689.5254644658089 29640.661990160188 -7626.6481576105234 -90537.899842379382 21543.653541239753 -12901.188779306054 -3487.3126108272468 -44764.500867300034 105483.35248451578 -102950.93851243623 11212.312262908852 -12945.290130984833 16397.078912247962 -37758.13997663225 -74343.520206473215 -712.13291940821625 -87559.946285460435 4074.5526128318179 -64381.766238093252 -5803.8194424287231 162167.67097222223
leaf_weight=1949774 11744 1983143 4442 9989 10263 256 22709 2034 15878 11278 1743 1403 114 183 532 7636 320 111 49 1805 3567 1966 420 140 1799 122 7037 187 23115 45
leaf_count=1949774 11744 1983143 4442 9989 10263 256 22709 2034 15878 11278 1743 1403 114 183 532 7636 320 111 49 1805 3567 1966 420 140 1799 122 7037 187 23115 45
internal_value=0 -91.4437 -5195.15 88.1312 1735.45 2600.59 3575.37 4793.77 7397.75 12719.3 24097.3 13020.8 7895.47 9821.26 -26601.8 3460.31 -5109.65 53235.2 -4081.26 -3600.41 -6833.42 15.6901 3607.43 -15264.1 -7724 -39750 9.66762 -3627.72 -3251.49 5079.1
internal_weight=0 1.99933e+06 16186 2.07448e+06 94317 83734 73745 63621 40912 17398 5180 3146 12218 11572 646 23514 10583 294 10124 10075 8270 4563 4185 3707 2219 378 1.98016e+06 30384 30197 7082
internal_count=4073804 1999329 16186 2074475 94317 83734 73745 63621 40912 17398 5180 3146 12218 11572 646 23514 10583 294 10124 10075 8270 4563 4185 3707 2219 378 1980158 30384 30197 7082
is_linear=0
shrinkage=0.1


Tree=1453
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 4 6 0 6 0 4 6 6 4 7 4 6 6 1 0 1 4 1 0 1 1 6 3 6 4
split_gain=3.34055e+12 3.34319e+13 5.67194e+13 4.93936e+13 9.45741e+13 7.94281e+13 7.32801e+13 6.6553e+13 8.42655e+13 6.07386e+13 6.13151e+13 5.40876e+13 4.88482e+13 5.86577e+13 6.51138e+13 8.24942e+13 4.65959e+13 4.15712e+13 4.08944e+13 3.99446e+13 8.87402e+13 3.91014e+13 3.58931e+13 5.25742e+13 8.26462e+13 8.56422e+13 1.38367e+14 9.52151e+13 7.7914e+13 6.70938e+13
threshold=82.860505900000007 65.64204770000002 1.5000000000000002 57.174562350000009 54.988402950000008 14.500000000000002 102.04000000000001 54.188398350000007 142.05000000000004 57.205086850000008 16.500000000000004 63.855000000000011 52.990000000000002 8.5000000000000018 6.0000000000000009 5.5000000000000009 79.710000000000022 73.41500000000002 82.648284550000014 55.014210500000011 82.648284550000014 6.5000000000000009 65.534455000000023 57.100506200000005 65.574968200000015 65.593879100000024 79.710000000000022 8.5000000000000018 85.020000000000024 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 22 18 4 7 12 -7 -4 -9 10 -5 -12 -6 14 -14 -16 -15 -17 -3 20 -18 -11 -1 24 28 26 -26 -28 -24 -27
right_child=-2 2 3 9 5 6 -8 8 -10 21 11 -13 13 16 15 17 19 -19 -20 -21 -22 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=-52.062138723055597 169.87222744901655 -1266.1106827624515 -10514.887219071456 5681.5530734266658 -2510.2873609029343 -19605.669416332988 -191250.95300000001 4870.6166271023949 -171990.23657407408 11156.501492223373 27348.141372001221 94673.466741071432 -9181.0319854480913 -16759.72409208916 -58979.495655906598 125970.05208914621 148141.28331731982 34032.985049166535 11057.621668735057 -62779.453930264775 -45280.563192295791 -5702.2274877935542 -298.87901657676701 1311.9606994495903 30788.126858808533 14868.475007602119 82300.514675849787 295742.4829841383 -61427.369961336095 -21159.268053314056
leaf_weight=3046425 901471 6096 3933 1334 12718 4883 25 11982 27 1841 530 154 3226 3314 91 56 31 404 4823 428 101 5444 1400 57168 943 4028 57 33 245 593
leaf_count=3046425 901471 6096 3933 1334 12718 4883 25 11982 27 1841 530 154 3226 3314 91 56 31 404 4823 428 101 5444 1400 57168 943 4028 57 33 245 593
internal_value=0 -48.272 -2358.23 -3770.73 -5256.18 -9060.23 -20480 775.37 4472.98 2810.88 18163.2 42506.2 -6308.59 -12622.4 -3754.7 28015.5 -21268 45225.3 4177.37 -47947.4 144.264 -1441.84 -2.64965 2332.37 10324.5 16064.1 42094.7 160563 -9403.12 10245.1
internal_weight=0 3.17233e+06 61441 50522 41219 25277 4908 15942 12009 9303 2018 684 20369 7651 3777 551 3874 460 10919 560 132 7285 3.11089e+06 64467 7299 5654 1033 90 1645 4621
internal_count=4073804 3172333 61441 50522 41219 25277 4908 15942 12009 9303 2018 684 20369 7651 3777 551 3874 460 10919 560 132 7285 3110892 64467 7299 5654 1033 90 1645 4621
is_linear=0
shrinkage=0.1


Tree=1454
num_leaves=31
num_cat=0
split_feature=0 0 6 7 4 1 3 1 1 4 3 4 6 4 4 6 6 4 4 4 6 1 4 3 1 2 1 1 1 4
split_gain=3.24501e+12 5.63908e+13 1.36401e+14 1.21692e+14 1.31207e+14 1.31094e+14 9.90813e+13 8.52447e+13 1.19659e+14 1.02808e+14 8.46691e+13 8.1263e+13 7.86781e+13 6.86932e+13 5.66406e+13 5.79996e+13 4.9685e+13 4.83781e+13 4.77755e+13 4.75607e+13 5.32944e+13 4.49436e+13 4.84182e+13 4.37917e+13 4.31705e+13 1.75159e+14 7.06539e+13 3.89129e+13 8.10137e+13 8.27232e+13
threshold=59.898927250000007 59.882709350000006 37.310000000000009 6.0000000000000009 14.500000000000002 30.303340300000002 15.500000000000002 30.452677500000004 30.315889700000003 19.500000000000004 16.500000000000004 9.5000000000000018 63.855000000000011 12.500000000000002 18.500000000000004 96.050000000000011 69.015000000000015 15.500000000000002 24.500000000000004 14.500000000000002 40.610000000000007 30.624707450000006 25.500000000000004 20.500000000000004 30.624707450000006 3338.0000000000005 30.438492500000006 30.410676000000006 30.330566300000005 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 21 4 11 -5 17 8 9 14 -10 24 -13 -14 15 -6 -12 19 -8 20 -7 22 -3 -18 25 26 -4 28 -22 -30
right_child=-2 2 3 5 7 6 18 -9 10 -11 16 12 13 -15 -16 -17 23 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.85032038100272056 314.82211833061484 19353.848059209282 -28740.383034132912 -103522.2802765877 24881.737411474212 32910.386552542892 42993.438269148202 6807.9121314858494 -74058.842475745856 -147232.19480377907 -42397.207763194507 -1692.6419935163563 108253.2061103063 -40618.779066506417 124061.19190588663 -77163.426323784734 -22636.067786754262 3946.0569770863785 -22835.217390267178 -54398.813964125693 -12420.366150316531 -40257.937882381295 -23456.879771324395 116908.21097995923 -49050.090111615027 150278.74730769231 8140.9296233356308 35057.842247488843 -146043.78101643044 -13308.615367445056
leaf_weight=3755739 303050 2686 1524 124 246 255 696 318 1187 43 179 364 151 39 43 72 44 3004 131 272 1609 154 293 46 354 65 788 140 97 91
leaf_count=3755739 303050 2686 1524 124 246 255 696 318 1187 43 179 364 151 39 43 72 44 3004 131 272 1609 154 293 46 354 65 788 140 97 91
internal_value=0 -25.3018 -6141.41 -11035.6 -22005.6 -1699.44 306.282 -41038.3 -49218.5 -1067.36 -62579.1 -9386.58 25534.3 77695.3 16342.9 1777.17 -11923.1 -4572.78 32565.9 -14958.6 -10064.5 12420 15143.2 48686.6 -16470.5 -11618.5 -16170.1 -15722 -19678.2 -81794.3
internal_weight=0 3.77075e+06 15015 11882 5463 6419 6295 2178 1860 404 1456 3285 554 190 361 318 269 5468 827 2464 2192 3133 2979 90 2731 2377 2312 1937 1797 188
internal_count=4073804 3770754 15015 11882 5463 6419 6295 2178 1860 404 1456 3285 554 190 361 318 269 5468 827 2464 2192 3133 2979 90 2731 2377 2312 1937 1797 188
is_linear=0
shrinkage=0.1


Tree=1455
num_leaves=31
num_cat=0
split_feature=4 1 4 3 0 0 0 0 1 6 1 1 0 0 7 6 4 3 0 6 4 1 0 0 0 2 0 2 6 6
split_gain=3.15272e+12 2.72162e+13 5.06334e+13 4.45122e+13 5.04295e+13 5.16856e+13 1.58327e+14 1.30269e+14 2.02901e+14 3.99255e+13 3.98439e+13 6.14813e+13 9.5138e+13 1.81948e+14 1.36519e+14 1.04043e+14 1.04498e+14 9.33681e+13 8.09497e+13 6.70031e+13 5.6131e+13 7.28237e+13 7.28949e+13 7.70155e+13 1.17571e+14 9.69125e+13 9.37523e+13 8.67027e+13 9.6148e+13 9.14436e+13
threshold=10.500000000000002 37.957884500000006 11.500000000000002 9.5000000000000018 43.6005307 56.802121050000004 56.83050475000001 56.818587550000011 60.590708550000009 120.05000000000001 60.571186450000006 60.590708550000009 56.850115550000005 56.818587550000011 6.0000000000000009 128.05000000000004 12.500000000000002 5.5000000000000009 56.838524800000009 68.515000000000015 16.500000000000004 49.195555600000006 53.244414800000008 56.148747500000006 56.791379400000004 2911.0000000000005 55.046782850000007 6082.0000000000009 91.02500000000002 90.045000000000016
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 4 -3 -6 7 -7 -9 -8 20 12 13 19 15 16 -15 18 -17 -12 21 -4 -23 25 -25 26 -24 28 -26 -29
right_child=1 2 10 -5 5 6 9 8 -10 -11 11 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 23 24 27 -27 -28 29 -30 -31
leaf_value=68.07580987729078 374.3211619790996 15609.928457260974 -1198.4087936363783 -12327.450290266506 -6628.5009847034471 14466.053919921875 6901.1892976589897 -4522.5324404761914 393100.82050189399 -70026.994737723217 10488.731166103396 364.07366249823593 -5652.2280032475501 -35230.415589856188 100015.58669134504 -38932.983216145833 52384.694784760475 -89490.413419794844 210423.68206521741 -32802.737815768662 -43.547265418618153 5205.6198039885012 -1143.5586244797414 15584.214596171387 -1997.6601039288744 -18331.569432013664 -63827.72620271382 -11272.382078810129 49482.920033292496 -55058.211657308741
leaf_weight=2547999 653419 1419 173970 6291 12170 50 1863 21 33 70 1368 297962 2177 157 351 30 1024 123 23 484 329273 5311 7014 2884 9624 10398 247 7161 377 511
leaf_count=2547999 653419 1419 173970 6291 12170 50 1863 21 33 70 1368 297962 2177 157 351 30 1024 123 23 484 329273 5311 7014 2884 9624 10398 247 7161 377 511
internal_value=0 -113.682 -479.198 -5224.92 -2365.46 -4160.85 10582.1 130776 238470 4115.38 -356.898 561.503 10815.4 20885.6 44426.6 30048 40737.3 -41679.4 69278.4 -825.022 -867.017 -2113.68 -5771.88 -7297.46 -3136.73 -12141 -3275.91 -6191.74 -57.0363 -14188.8
internal_weight=0 1.5258e+06 872386 21917 15626 14207 2037 104 54 1933 850469 303699 5737 3560 1708 1357 1181 176 53 1852 546770 217497 43527 38216 20557 17659 7261 17673 10001 7672
internal_count=4073804 1525805 872386 21917 15626 14207 2037 104 54 1933 850469 303699 5737 3560 1708 1357 1181 176 53 1852 546770 217497 43527 38216 20557 17659 7261 17673 10001 7672
is_linear=0
shrinkage=0.1


Tree=1456
num_leaves=31
num_cat=0
split_feature=0 0 6 5 1 6 4 6 5 6 1 1 4 1 3 4 4 1 1 7 1 1 1 1 6 1 1 1 0 4
split_gain=3.68369e+12 5.52011e+13 1.01912e+14 1.6996e+14 1.46213e+14 1.69838e+14 1.29889e+14 1.25183e+14 1.17223e+14 1.54122e+14 1.15192e+14 1.87191e+14 1.66233e+14 1.62226e+14 1.7575e+14 1.25662e+14 1.34214e+14 1.12808e+14 1.0473e+14 1.03409e+14 9.15746e+13 1.12307e+14 1.05261e+14 1.15215e+14 1.22491e+14 7.80279e+13 1.09714e+14 1.36343e+14 7.68773e+13 7.66108e+13
threshold=55.801384500000005 55.783232450000007 58.605000000000011 2.5000000000000004 37.873748150000004 75.010000000000005 6.5000000000000009 72.020000000000024 1.5000000000000002 46.420000000000009 37.503969450000007 37.543519500000009 14.500000000000002 37.586700500000006 11.500000000000002 22.500000000000004 24.500000000000004 37.924401400000008 49.195555600000006 6.0000000000000009 37.957884500000006 49.111590500000005 37.71815560000001 37.600779750000008 53.310000000000009 37.46219940000001 37.517483500000004 37.534144550000008 55.768246800000007 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 28 8 6 -5 19 7 -4 9 -3 15 12 -12 14 -13 -10 -17 -7 25 -6 22 -22 23 24 -15 -11 -27 -28 -1 -19
right_child=-2 2 3 4 5 17 -8 -9 10 18 11 13 -14 20 -16 16 -18 29 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=67.810100472397323 -128.51860339197162 2676.3621304860189 35323.55192509677 23980.387274041615 -6155.4582741372369 -79842.896702706479 16961.43009843527 118868.2093225991 -18392.110184905698 117506.58410879631 11791.739246894411 -75689.784444694655 168812.53316608298 143119.8488338695 72870.824445564518 -165589.13700453815 -28416.888057291668 -6224.3514457261917 -31806.301272431931 -41178.933375519438 -16986.222161619065 5331.5523196407958 26526.585902669085 -26171.88750939483 -79159.197767857157 -123411.32972560977 196734.94616477273 35531.328940695479 -4906.4426258074182 21682.002302404344
leaf_weight=2552056 1441226 16887 662 2319 1957 140 5191 246 990 135 161 554 116 85 93 136 150 1558 202 1481 5464 3839 1885 879 35 41 55 1139 31453 2669
leaf_count=2552056 1441226 16887 662 2319 1957 140 5191 246 990 135 161 554 116 85 93 136 150 1558 202 1481 5464 3839 1885 879 35 41 55 1139 31453 2669
internal_value=0 70.3585 3393.01 9877.62 1933.23 -4617.36 23064.9 57957.9 190.189 5464.27 -6576.63 -3785.16 77547.7 -5540.59 -54335.6 -35259.3 -93645.6 8471.2 35413 -21242.7 -2950.09 -7776.51 12618.6 -13624.1 78288.5 45324.2 37433.8 42957 7.25093 11396.2
internal_weight=0 2.63258e+06 49069 16223 10124 7805 6099 908 32846 18459 14387 13111 277 12834 647 1276 286 4367 1572 3438 12187 9303 2884 999 120 1370 1235 1194 2.58351e+06 4227
internal_count=4073804 2632578 49069 16223 10124 7805 6099 908 32846 18459 14387 13111 277 12834 647 1276 286 4367 1572 3438 12187 9303 2884 999 120 1370 1235 1194 2583509 4227
is_linear=0
shrinkage=0.1


Tree=1457
num_leaves=31
num_cat=0
split_feature=4 3 6 4 6 5 1 1 6 0 0 0 0 0 7 1 7 6 6 0 0 6 6 6 4 3 6 6 1 1
split_gain=3.60525e+12 1.7594e+13 3.66346e+13 1.73599e+13 3.48189e+13 4.15567e+13 3.5379e+13 4.14833e+13 3.46424e+13 5.23017e+13 1.69161e+14 1.47368e+14 8.40795e+13 7.68316e+13 1.59444e+14 3.04315e+14 8.68769e+13 1.06822e+14 1.97046e+14 8.86456e+13 7.70271e+13 7.19968e+13 6.78174e+13 9.73505e+13 6.30519e+13 6.05481e+13 5.86153e+13 5.78806e+13 1.05921e+14 1.14114e+14
threshold=19.500000000000004 22.500000000000004 63.855000000000011 22.500000000000004 125.02000000000002 4.5000000000000009 92.791023150000015 82.941727000000014 37.005000000000003 55.834019500000004 55.728148450000006 55.840017500000009 55.82518790000001 55.753967500000009 6.0000000000000009 37.442254400000003 6.0000000000000009 56.505000000000003 48.945000000000007 55.743464250000009 55.737027400000009 51.405000000000008 120.05000000000001 105.00500000000001 20.500000000000004 15.500000000000002 92.02500000000002 65.410000000000011 37.780517050000007 49.030112300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -2 10 -10 -11 13 16 26 21 -12 18 -18 20 -19 -16 23 -13 -14 -20 -15 -17 -29 -30
right_child=3 2 -4 -5 6 -7 -8 -9 9 11 12 22 24 14 15 27 17 19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=35.011669642984181 2494.0447449888607 19429.507219827585 -145756.60353125 114.58159405081152 14466.74072698282 -60232.291874999995 -81168.846165707248 152851.12116477275 -2612.7687006930746 -101963.14899338943 -3697.6554322880752 -5101.8303457989996 87638.308560505335 24836.39798846078 16650.723899147728 -12598.930679729256 50812.044897108251 68913.732283563571 -47974.612458100921 36337.769058274273 181102.22463996612 -179410.17312127977 -109935.28459272541 31563.577876721101 20397.623046370081 21758.937308094115 -14944.221984798656 43294.058937052941 -125943.36400810919 621.89089748619347
leaf_weight=3599285 19786 29 25 343403 1410 120 38 22 58433 156 997 38571 235 2883 22 2865 623 233 451 849 83 126 61 738 343 172 425 616 79 725
leaf_count=3599285 19786 29 25 343403 1410 120 38 22 58433 156 997 38571 235 2883 22 2865 623 233 451 849 83 126 61 738 343 172 425 616 79 725
internal_value=0 34.1553 -57045.5 -259.106 -1238.22 -1411.82 14065.6 16592.8 -1357.3 -2052.04 -413.039 -4961.32 10547.7 8619.76 3111.64 -9286 21131 31398.2 11044.9 53166.7 98381 -150266 -4576.96 -4413.46 47736 -28722.3 19725.5 -4416.67 12091.9 -11814.2
internal_weight=0 3.59934e+06 54 474465 131062 129592 1470 1432 129472 109686 70160 39526 11727 11149 7741 4433 3408 2411 1246 1165 316 148 39370 39309 578 623 3308 4285 1420 804
internal_count=4073804 3599339 54 474465 131062 129592 1470 1432 129472 109686 70160 39526 11727 11149 7741 4433 3408 2411 1246 1165 316 148 39370 39309 578 623 3308 4285 1420 804
is_linear=0
shrinkage=0.1


Tree=1458
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 7 6 1 3 7 5 3 0 1 4 7 6 6 6 0 1 6 7 7 6 0 3 1 0 0
split_gain=3.38345e+12 2.44622e+13 3.8466e+13 5.47302e+13 4.96204e+13 4.78705e+13 5.38679e+13 4.71707e+13 4.26683e+13 4.09744e+13 5.33626e+13 7.70556e+13 4.07081e+13 3.38731e+13 2.87425e+13 4.12555e+13 4.13638e+13 2.84166e+13 3.29996e+13 2.83386e+13 2.85865e+13 2.80656e+13 2.80598e+13 2.77509e+13 3.43154e+13 2.80365e+13 2.74098e+13 2.85615e+13 6.64374e+13 7.5037e+13
threshold=83.000013850000016 83.00362155000002 1.5000000000000002 59.010000000000012 41.990000000000002 6.0000000000000009 63.705000000000005 83.002084650000015 6.5000000000000009 6.0000000000000009 1.5000000000000002 2.5000000000000004 55.014086100000007 83.007653300000015 6.5000000000000009 6.0000000000000009 41.285000000000004 94.02500000000002 88.825000000000003 55.055052800000006 83.001701100000005 34.905000000000008 6.0000000000000009 6.0000000000000009 106.49500000000002 54.94428030000001 1.5000000000000002 83.011163250000024 55.018166200000003 54.998919050000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -12 -11 14 21 16 -16 18 -18 20 -5 -3 -10 24 25 -23 -15 28 29 -28
right_child=1 13 3 19 7 6 -8 -9 22 12 11 -13 -14 26 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=33.0193869395479 -4538.1465545062265 -10131.589132149174 -4222.3741549420147 -15147.806864829043 5687.0017100312261 1239.9110760802182 14853.137878169429 8737.4045006419128 -11834.324168729026 21974.478311695773 64692.733704355807 2557.3900385591173 -7687.5938116228299 -1968.1754935182396 12221.380740970013 14142.574210821722 -2808.2478789374418 -40438.592285646992 65225.334494357638 -58182.31518691589 -5147.3378020584396 -7209.3436895461318 198.12274205247689 -12670.332799979968 4624.1187080990485 54997.438934638878 -10627.528271733076 132.09709791742227 966.14701016353217 30598.594319240248
leaf_weight=3601077 7165 265 22429 3344 3265 9091 4273 7755 4032 544 411 388 3095 64037 2278 2813 7287 199 72 107 19683 84 3732 156 289 527 589 295700 7354 1763
leaf_count=3601077 7165 265 22429 3344 3265 9091 4273 7755 4032 544 411 388 3095 64037 2278 2813 7287 199 72 107 19683 84 3732 156 289 527 589 295700 7354 1763
internal_value=0 -251.531 -1741.98 -2875.72 -867.705 2056.78 5592.6 2372.41 -818.94 4454.12 11355.6 34519.4 -3253.36 95.6603 4929.25 3463.4 409.267 -3150.93 -2142.61 -6838.2 -6599.61 18965.2 -6050.57 26266.9 33016 46445.3 -87.1154 307.302 5645.04 20274.5
internal_weight=0 472727 89314 68785 45651 20529 13364 23222 15467 7703 4064 799 3639 383413 13970 12649 9836 7558 7359 23134 23027 1321 7764 1056 900 611 369443 305406 9706 2352
internal_count=4073804 472727 89314 68785 45651 20529 13364 23222 15467 7703 4064 799 3639 383413 13970 12649 9836 7558 7359 23134 23027 1321 7764 1056 900 611 369443 305406 9706 2352
is_linear=0
shrinkage=0.1


Tree=1459
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 7 6 4 1 3 6 0 3 1 1 5 6 6 6 6 6 6 5 0 2 0 1 1 6
split_gain=3.415e+12 1.92432e+13 2.83356e+13 5.21837e+13 4.58716e+13 1.02712e+14 3.96845e+13 3.85976e+13 3.44125e+13 3.72291e+13 3.75981e+13 3.16048e+13 3.56239e+13 4.01159e+13 2.712e+13 2.53986e+13 4.71849e+13 4.49217e+13 3.42707e+13 4.18827e+13 4.84169e+13 4.11069e+13 3.39319e+13 3.21285e+13 2.33272e+13 2.05651e+13 2.89618e+13 2.43993e+13 4.19001e+13 4.9729e+13
threshold=18.500000000000004 45.029425500000009 45.00849250000001 39.079932600000006 45.015054600000006 106.49500000000002 6.0000000000000009 168.45000000000002 22.500000000000004 39.079932600000006 19.500000000000004 63.855000000000011 43.6005307 20.500000000000004 39.069277450000008 38.965413050000002 2.5000000000000004 118.04500000000002 99.050000000000011 94.02500000000002 84.810000000000016 134.05000000000004 130.05000000000004 2.5000000000000004 45.001720900000002 75.000000000000014 55.910578700000009 82.92647190000001 82.941727000000014 130.05000000000004
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 6 4 5 14 11 15 9 -8 -11 12 13 -2 -4 16 -6 -18 19 20 23 -20 -19 -17 -10 26 -3 -27 29 -29
right_child=1 25 3 -5 7 -7 8 -9 24 10 -12 -13 -14 -15 -16 18 17 22 21 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=15.76984271021232 14003.213984374999 2031.6277221135615 55230.633691406256 -27883.446621949977 13511.145068890117 226936.23893229166 -25533.282923784984 -78637.273251488092 44455.315522503035 -16535.286458333336 134417.41860795455 -33372.182498328111 -6886.8435919073281 169146.79646874999 -28312.285381825764 16319.026347630817 215737.94665178575 -41513.212031250005 -104092.97728365386 132214.62063421434 -85455.792357336963 39959.362927246097 142692.99125000002 139903.85678267045 -25819.869576461228 -1987.9528986406124 -59796.964816766034 21740.923256356378 141.30126708705833 -51261.459836647729
leaf_weight=3956431 50 24119 204 211 115 33 249 42 377 33 33 441 683 25 48 480 28 20 52 31 46 32 20 22 54 81114 76 1624 7012 99
leaf_count=3956431 50 24119 204 211 115 33 249 42 377 33 33 441 683 25 48 480 28 20 52 31 46 32 20 22 54 81114 76 1624 7012 99
internal_value=0 -531.573 6962.78 17899.8 26135.4 61041.9 -819.698 14932.3 17289.1 -7833.9 58941.1 -12086.8 296.987 65717.7 39317.7 19577.6 52557.6 118592 10474.5 19134.2 12737.3 -49215.9 50589.9 21735.1 35650.5 -750.336 1837.42 -1447.18 3574.49 17546.4
internal_weight=0 117373 3329 1384 1173 285 1945 888 746 315 66 1199 758 75 252 846 183 68 663 579 548 84 40 502 431 114044 24195 89849 8735 1723
internal_count=4073804 117373 3329 1384 1173 285 1945 888 746 315 66 1199 758 75 252 846 183 68 663 579 548 84 40 502 431 114044 24195 89849 8735 1723
is_linear=0
shrinkage=0.1


Tree=1460
num_leaves=31
num_cat=0
split_feature=2 1 7 0 1 0 6 0 4 6 4 6 1 0 1 1 0 6 6 4 6 6 6 6 0 4 6 6 4 4
split_gain=3.46409e+12 2.0699e+13 5.23764e+13 1.00817e+14 8.8573e+13 8.39163e+13 6.34231e+13 5.20742e+13 4.19043e+13 4.37629e+13 5.1434e+13 9.88679e+13 4.41714e+13 4.24189e+13 9.48878e+13 6.50102e+13 1.67849e+14 7.44646e+13 6.08479e+13 6.09229e+13 5.71793e+13 4.89118e+13 4.25777e+13 4.13843e+13 4.11455e+13 4.08676e+13 3.58957e+13 3.514e+13 3.51174e+13 3.33763e+13
threshold=36.000000000000007 37.804148700000006 6.0000000000000009 55.710673100000008 37.873748150000004 55.737027400000009 63.140000000000008 55.676890650000011 18.500000000000004 64.805000000000021 24.500000000000004 74.615000000000009 37.924401400000008 55.702806750000008 37.843405600000004 37.924401400000008 55.710673100000008 55.805000000000007 86.030000000000015 4.5000000000000009 81.02500000000002 84.00500000000001 73.995000000000019 90.045000000000016 55.702806750000008 16.500000000000004 44.820000000000007 69.605000000000004 23.500000000000004 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 7 4 6 26 -4 -3 13 12 28 -12 -10 14 -9 18 -17 -18 19 -15 22 25 27 -20 -13 -22 29 -16 -11 -5
right_child=-2 2 3 5 -6 -7 -8 8 9 10 11 24 -14 15 20 16 17 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-127.14890420114585 25.547905696396779 -73460.227571614596 -34694.037240012542 -30666.464956214782 -6334.6540608833493 -147721.67470238096 -107297.80586503624 -23222.34149575471 -21868.306313884157 -52072.806901945893 -96105.507665381505 87181.082630399818 23218.547130887684 -118944.03720930233 22575.452150719124 6345.3013484107132 -26520.778575010558 -119134.62943638394 170725.3622619629 401.3395299564495 -195250.72963362071 6847.8589394755754 60279.375636526645 35160.214982524674 -36878.512492487986 -22593.216406250001 93622.905913156705 -52346.855350811296 -140061.02800719248 91839.176607142857
leaf_weight=274133 3783399 99 939 61 1486 21 138 602 587 162 77 85 345 43 1696 576 148 210 32 8102 29 87 305 76 39 26 138 65 63 35
leaf_count=274133 3783399 99 939 61 1486 21 138 602 587 162 77 85 345 43 1696 576 148 210 32 8102 29 87 305 76 39 26 138 65 63 35
internal_value=0 -332.838 -3798.07 -16194.7 -22160.8 43770.7 -43997 -1201.55 -665.899 -17315.1 -43867.7 -7104.45 -5178.43 1218.71 11970.4 -2069.88 -27075.4 -80847.3 760.02 -228.722 21565.5 -39816.4 25784.4 75327.7 48162.3 -113631 60955.9 19810 -76709.5 13997.1
internal_weight=0 290405 16272 2818 2563 255 1077 13454 13355 1358 426 201 932 11997 2810 9187 934 358 8253 8145 2208 142 2066 108 124 55 234 1761 225 96
internal_count=4073804 290405 16272 2818 2563 255 1077 13454 13355 1358 426 201 932 11997 2810 9187 934 358 8253 8145 2208 142 2066 108 124 55 234 1761 225 96
is_linear=0
shrinkage=0.1


Tree=1461
num_leaves=31
num_cat=0
split_feature=6 4 4 5 0 0 4 0 0 0 6 4 6 6 6 6 3 6 5 0 5 1 2 0 0 3 3 0 4 1
split_gain=3.38883e+12 1.53169e+13 4.34007e+13 4.58834e+13 3.8231e+13 8.94699e+13 6.69312e+13 5.54226e+13 8.35793e+13 6.42277e+13 5.21336e+13 6.33647e+13 8.27728e+13 1.12621e+14 7.79722e+13 5.5853e+13 5.20991e+13 6.25246e+13 5.00423e+13 7.71166e+13 4.98423e+13 4.84916e+13 4.74562e+13 9.01237e+13 6.0168e+13 4.65132e+13 4.51427e+13 4.48491e+13 5.21964e+13 7.51858e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 6.5000000000000009 59.864072000000007 59.699368850000006 3.5000000000000004 55.710673100000008 55.743464250000009 55.676890650000011 106.49500000000002 6.5000000000000009 122.65000000000002 130.05000000000004 112.00500000000001 110.01500000000001 5.5000000000000009 149.05000000000004 3.5000000000000004 59.939085000000013 4.5000000000000009 30.389265100000003 75.000000000000014 55.858844800000007 55.775215600000003 1.5000000000000002 2.5000000000000004 59.933037250000005 5.5000000000000009 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 9 25 -2 -6 27 14 -14 15 -13 26 -18 19 -16 -8 -7 23 24 -10 -9 -15 28 29 -12
right_child=1 -3 3 -5 10 6 20 8 22 -11 11 12 13 16 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=15.000721875924231 -2962.5983560081349 -1610.5520447521426 5712.3574097402634 -110596.08563878677 -34484.179812735747 -179407.52808948865 60584.346479286549 -48726.239985795459 -78950.836597079935 -70944.609175502235 -24282.95918093474 -77846.94475446429 122415.67493832238 22699.071737132355 -308959.71982421877 83186.456071428576 163067.71861979167 -45306.584722222229 -70943.4999057112 -89419.613867187509 -58549.594613486843 11128.176999080883 5746.5257776733206 -174689.73470982144 56913.232695312501 78332.655728915721 -112553.02816514758 5902.3429373336912 18149.450454912814 -211346.03409090909
leaf_weight=3966508 18967 60239 14099 34 698 22 463 33 61 140 920 56 57 34 32 35 24 36 58 32 38 34 7616 42 70 227 90 2798 319 22
leaf_count=3966508 18967 60239 14099 34 698 22 463 33 61 140 920 56 57 34 32 35 24 36 58 32 38 34 7616 42 70 227 90 2798 319 22
internal_value=0 -554.545 797.279 5432.55 -1192.46 285.182 39958.8 -528.568 6431.86 -3460.71 -9050.84 -5117.22 -40547.3 -405.487 -85966 -15911 -38453.3 38043.1 -138220 -199190 51548.2 -63725.1 4570.1 -47219.9 -6351.72 62205.9 -75467.8 -1154.35 -16812.3 -28651.7
internal_weight=0 107296 47057 14133 32924 27713 557 27156 8049 19107 5211 4513 454 241 213 91 184 60 122 64 501 56 7789 173 131 260 124 4059 1261 942
internal_count=4073804 107296 47057 14133 32924 27713 557 27156 8049 19107 5211 4513 454 241 213 91 184 60 122 64 501 56 7789 173 131 260 124 4059 1261 942
is_linear=0
shrinkage=0.1


Tree=1462
num_leaves=31
num_cat=0
split_feature=4 5 6 4 2 4 0 6 0 2 1 1 0 1 0 4 1 7 0 1 1 4 1 1 0 0 0 4 7 4
split_gain=3.26223e+12 2.15973e+13 7.37027e+13 5.26679e+13 1.02955e+14 1.25236e+14 8.80342e+13 9.00522e+13 8.77127e+13 7.49264e+13 9.27764e+13 1.00996e+14 9.27321e+13 7.46696e+13 1.4183e+14 1.44584e+14 8.36732e+13 7.82913e+13 6.9294e+13 6.70877e+13 2.75827e+14 6.55773e+13 5.70931e+13 5.26868e+13 5.25888e+13 1.41181e+14 5.49516e+13 6.99334e+13 5.15554e+13 1.29431e+14
threshold=9.5000000000000018 1.5000000000000002 50.010000000000012 14.500000000000002 75.000000000000014 11.500000000000002 55.866549750000011 42.875000000000007 55.81943720000001 915.50000000000011 37.503969450000007 37.488790500000007 55.922096200000006 37.534144550000008 55.768246800000007 16.500000000000004 37.517483500000004 6.0000000000000009 55.910578700000009 37.631035900000008 37.600779750000008 26.500000000000004 37.618684050000006 37.517483500000004 59.982409200000006 59.864072000000007 60.01610465000001 22.500000000000004 6.0000000000000009 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 4 5 19 7 -7 -9 10 11 18 13 14 16 -16 -12 -15 -5 20 -3 23 -22 -17 25 -11 27 -26 29 -13
right_child=1 2 -4 9 -6 6 -8 8 -10 24 12 28 -14 17 15 21 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-96.072427883927617 -256.12641705338217 13414.283631832168 131.89566086198519 22230.427042170995 2543.3321640372014 -2440.1337776990495 15407.440181408099 -21979.14815489843 -69297.128728423253 3788.1025699267238 46882.503634982641 7620.7559945913472 40796.969029463588 18620.157433456734 42468.159117087343 410.62968750000005 -98912.639718455204 -3493.5970002845665 -14751.741598639836 -19225.120320930753 295191.19544270838 -328550.83333333337 121089.19570312501 -188233.76732113489 56181.264225916544 -17553.107293112222 5938.5132555680475 7633.0774760309641 39327.677863108787 163617.46111450196
leaf_weight=1892492 1008013 259 1072399 3550 37780 2299 904 3329 444 35765 153 91 670 2450 39 20 53 4620 591 139 48 24 31 57 600 3394 2439 587 436 128
leaf_count=1892492 1008013 259 1072399 3550 37780 2299 904 3329 444 35765 153 91 670 2450 39 20 53 4620 591 139 48 24 31 57 600 3394 2439 587 436 128
internal_value=0 83.3518 375.007 2958.87 424.336 -10317.1 -13706.7 -18041.2 -27547.4 5018.35 11704.4 22723.8 5168.63 1949.78 -43408.7 -121072 9372.1 4169.59 16952.4 39255.7 63305.4 -184221 226873 -139235 3005.25 1938.41 14526.6 32173 59211.3 98796.9
internal_weight=0 2.18131e+06 1.1733e+06 100900 45233 7453 6976 6072 3773 55667 12882 4796 8086 7416 346 140 206 7070 4141 477 338 101 79 77 42785 39159 3626 1187 655 219
internal_count=4073804 2181312 1173299 100900 45233 7453 6976 6072 3773 55667 12882 4796 8086 7416 346 140 206 7070 4141 477 338 101 79 77 42785 39159 3626 1187 655 219
is_linear=0
shrinkage=0.1


Tree=1463
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 6 1 7 1 4 1 1 7 7 2 6 6 4 7 6 6 0 4 4 6 6 2 1 1
split_gain=3.30869e+12 5.12884e+13 1.68414e+14 9.68766e+13 1.89122e+14 1.56584e+14 2.11745e+14 1.28159e+14 1.26755e+14 1.33895e+14 8.45858e+13 9.09631e+13 8.02991e+13 1.39951e+14 1.3759e+14 7.02554e+13 6.59383e+13 6.20324e+13 6.14512e+13 8.23896e+13 6.83468e+13 5.75883e+13 1.05119e+14 1.4611e+14 5.37115e+13 4.79089e+13 4.57745e+13 4.43701e+13 4.49292e+13 4.13714e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 30.362494150000003 30.452677500000004 30.410676000000006 59.505000000000003 30.330566300000005 6.0000000000000009 30.425503950000003 11.500000000000002 30.452677500000004 30.472130500000002 6.0000000000000009 6.0000000000000009 3338.0000000000005 110.01500000000001 74.015000000000015 9.5000000000000018 6.0000000000000009 89.00500000000001 60.005000000000003 59.699368850000006 9.5000000000000018 9.5000000000000018 63.415000000000006 102.04000000000001 3338.0000000000005 30.323041000000003 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -7 18 9 17 11 -4 13 24 -14 26 -12 -8 20 -20 27 -16 -23 -24 -6 -21 -5 28 -3 -29
right_child=-2 2 10 4 12 6 8 -9 -10 -11 16 -13 14 -15 21 -17 -18 -19 19 25 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=11.448868760400025 270.03765280058434 -28217.870886012155 -117508.29283035715 6714.3169760085311 -1047.5408246219779 17498.574031792621 122291.22275709764 -66225.668030953297 -36874.770735231163 178704.11880529934 -14739.904415929368 -19676.209040245645 -3063.4565157398197 -78127.484614057161 15053.90363120974 -55041.831957333401 -122838.76598135964 41569.453708321707 -11131.97298153148 75090.841746471779 -77122.953539219801 15739.782905488857 53072.04374635611 238732.92883694559 -55932.128583233178 268044.79090909095 67977.90247395834 -11759.012092756268 43335.037478118247 9672.0260281963365
leaf_weight=3620913 408267 1321 175 3804 1249 1348 153 418 73 166 5624 208 23082 365 1298 181 57 252 68 31 149 272 134 62 208 22 126 2115 94 1569
leaf_count=3620913 408267 1321 175 3804 1249 1348 153 418 73 166 5624 208 23082 365 1298 181 57 252 68 31 149 272 134 62 208 22 126 2115 94 1569
internal_value=0 -30.0768 -3399.58 -963.361 1142.89 17023 40033.7 -12891.5 87203.5 103066 -18891.1 -64377.6 -2491.01 -22754.6 -1005.17 5873 -15824.5 72064.3 -8739.19 61717.6 -10363.7 25897.1 55970.8 111802 -8882.81 155185 8678.49 -8412.87 -23464.5 -2631.62
internal_weight=0 3.66554e+06 44624 38560 32773 6103 1992 5787 644 571 6064 383 26670 1822 24848 4111 5681 405 5369 121 5248 1766 468 196 1457 53 3930 5099 1415 3684
internal_count=4073804 3665537 44624 38560 32773 6103 1992 5787 644 571 6064 383 26670 1822 24848 4111 5681 405 5369 121 5248 1766 468 196 1457 53 3930 5099 1415 3684
is_linear=0
shrinkage=0.1


Tree=1464
num_leaves=31
num_cat=0
split_feature=4 0 6 0 4 7 6 6 6 1 3 4 1 3 4 6 6 6 6 6 6 3 4 0 6 7 1 6 5 1
split_gain=2.97947e+12 1.65493e+13 2.30625e+13 5.05223e+13 3.58032e+13 2.08759e+13 2.03101e+13 2.37122e+13 2.26916e+13 2.13562e+13 2.04322e+13 2.01291e+13 8.20561e+13 3.96697e+13 3.63748e+13 3.5205e+13 2.88177e+13 2.74774e+13 2.37391e+13 6.7783e+13 3.32365e+13 2.3653e+13 2.49969e+13 3.1567e+13 3.37505e+13 2.61748e+13 6.08836e+13 2.41274e+13 6.75615e+13 7.75332e+13
threshold=19.500000000000004 60.034792100000011 51.405000000000008 60.064438250000002 25.500000000000004 6.0000000000000009 95.045000000000016 80.720000000000013 106.49500000000002 30.345769800000003 7.5000000000000009 20.500000000000004 30.362494150000003 8.5000000000000018 22.500000000000004 120.05000000000001 62.995000000000012 69.605000000000004 52.990000000000002 54.990000000000002 56.805000000000007 1.5000000000000002 23.500000000000004 60.042359000000012 51.805000000000007 6.0000000000000009 30.330566300000005 90.045000000000016 3.5000000000000004 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 10 -9 12 13 -4 -13 21 18 -18 -15 -20 -21 -16 25 24 -24 26 -23 -26 29 -29
right_child=1 2 3 5 -6 -7 8 9 -10 -11 -12 14 -14 16 15 -17 17 -19 19 20 -22 22 23 -25 27 -27 -28 28 -30 -31
leaf_value=31.049882168734264 -376.87499854369867 -336.56238169837553 9220.7509480497265 2349.88779405284 -4330.5901835284913 -19990.868268446917 144056.86609375 20326.862285156254 11850.038460726353 58285.602004076092 -59680.844062129152 -9514.8392387003223 -30042.81712758819 94500.258164612693 59852.023992745533 88630.122952368954 178527.18035714288 75360.573673624065 -124159.14387500001 137642.2313392857 8330.6920516304363 103761.80190508443 90273.857211538474 15458.9214044375 -7814.3443062718188 16280.327752282939 -11849.687320963543 144163.67542613635 -70132.623508522738 -30930.554477896345
leaf_weight=3599339 448767 14808 137 1385 1546 811 20 40 37 23 158 769 163 71 105 62 42 67 25 35 46 124 39 3125 1458 379 72 66 44 41
leaf_count=3599339 448767 14808 137 1385 1546 811 20 40 37 23 158 769 163 71 105 62 42 67 25 35 46 124 39 3125 1458 379 72 66 44 41
internal_value=0 -235.548 2232.47 5725.79 9418.75 -6836.84 -421.976 -2503.94 58238.4 -32922.8 -43517.7 12512.8 30238.6 53467.5 10859.9 13700.9 74662.7 115113 49752.7 19780.3 64206 12848.9 11926.1 9553.18 -1645.52 31623.5 61292.3 -3873.52 34177.6 77071.5
internal_weight=0 474465 25698 10890 8416 2474 1663 1606 57 221 198 6870 586 423 6284 5515 286 109 177 106 81 5453 5348 4773 1648 575 196 1609 151 107
internal_count=4073804 474465 25698 10890 8416 2474 1663 1606 57 221 198 6870 586 423 6284 5515 286 109 177 106 81 5453 5348 4773 1648 575 196 1609 151 107
is_linear=0
shrinkage=0.1


Tree=1465
num_leaves=31
num_cat=0
split_feature=6 0 3 4 0 0 1 6 5 3 2 4 5 0 5 4 0 0 4 6 2 0 6 4 4 0 0 1 1 1
split_gain=2.97271e+12 8.65058e+12 9.57253e+12 8.823e+12 1.029e+13 2.35943e+13 1.1837e+13 8.22337e+12 4.26441e+13 2.36628e+13 2.11387e+13 1.83583e+13 2.19123e+13 1.18803e+14 3.51989e+13 1.75486e+13 1.61788e+13 1.76338e+13 2.1578e+13 2.14741e+13 1.8522e+13 1.7085e+13 1.63346e+13 2.87048e+13 1.53582e+13 1.52629e+13 1.59796e+13 1.25888e+13 2.24352e+13 1.11505e+13
threshold=19.050000000000004 54.707511300000007 22.500000000000004 21.500000000000004 55.768246800000007 55.660117850000006 44.064675150000006 27.215000000000003 1.5000000000000002 1.5000000000000002 75.000000000000014 16.500000000000004 3.5000000000000004 55.214863500000007 2.5000000000000004 2.5000000000000004 57.719618750000002 55.418618900000006 16.500000000000004 21.020000000000003 3129.5000000000005 51.707269950000004 26.495000000000001 17.500000000000004 5.5000000000000009 55.034466500000008 55.061158000000006 37.475446350000006 37.401708450000008 82.93515810000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 12 14 -14 15 -10 17 18 20 -19 -11 -20 -23 25 -18 -24 -27 28 -21 -22
right_child=7 2 -4 4 6 -7 -8 -9 11 16 -12 -13 13 -15 -16 -17 24 19 21 27 29 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1760.435422800201 -27538.069427218565 -2805.6897225635003 -71753.370498046876 -36868.335859375002 -16746.544620863973 95096.870982142864 58220.818331473216 -12.049769178053857 5324.0884243232404 -428.58909456740651 -2046.4146011020262 -68582.014967105264 239115.9113095238 -60172.970920138891 -89563.390675932795 -16013.678837699941 6511.1974907567947 159.71833892924246 3410.210934704573 4484.8468477496326 3435.2224974869732 -4653.9652902403468 -19012.901223526522 -3407.1248404769717 -7158.2168027279176 -74037.715704113929 12004.231648437501 6104.5918644212243 25765.974223807381 10045.134187732208
leaf_weight=6672 337 13700 20 20 85 42 28 3988583 518 9748 9368 57 21 36 58 1506 1121 5985 2143 1034 8474 3391 147 411 3081 158 25 12432 951 3652
leaf_count=6672 337 13700 20 20 85 42 28 3988583 518 9748 9368 57 21 36 58 1506 1121 5985 2143 1034 8474 3391 147 411 3081 158 25 12432 951 3652
internal_value=0 -1199.2 -2620.34 -2520.69 19791 52527.4 1829.44 6.08501 1124.84 1606.41 -2931.6 -12571.7 -11079.1 50091.4 -12753.8 -10552.7 2441.26 2956.47 1333.99 5195.03 2816.91 -3835.31 -7593.1 -21043.3 -3511.52 -43008.3 -62283.4 7285.36 14680.5 5425.94
internal_weight=0 20567 13895 13875 175 62 113 4.05324e+06 64654 62458 9705 2196 2139 57 2082 2024 52753 48551 28149 20402 21874 6275 4132 741 4202 330 183 14417 1985 12126
internal_count=4073804 20567 13895 13875 175 62 113 4053237 64654 62458 9705 2196 2139 57 2082 2024 52753 48551 28149 20402 21874 6275 4132 741 4202 330 183 14417 1985 12126
is_linear=0
shrinkage=0.1


Tree=1466
num_leaves=31
num_cat=0
split_feature=6 3 6 4 0 2 3 4 3 1 3 4 5 4 1 2 2 5 0 0 6 4 4 1 1 1 4 6 3 0
split_gain=2.96803e+12 1.7413e+13 1.58275e+13 2.85314e+13 2.27745e+13 4.35688e+13 3.36104e+13 2.20855e+13 2.18283e+13 3.08544e+13 5.50894e+13 3.52512e+13 2.66088e+13 2.58132e+13 2.52368e+13 2.06904e+13 2.11891e+13 2.17885e+13 7.17554e+13 4.94482e+13 2.0577e+13 1.89844e+13 1.82437e+13 3.19984e+13 4.29797e+13 2.16426e+13 2.4547e+13 1.80953e+13 2.67695e+13 2.14739e+13
threshold=31.410000000000004 1.5000000000000002 29.715000000000003 16.500000000000004 44.046956350000009 2892.5000000000005 16.500000000000004 16.500000000000004 3.5000000000000004 39.908802000000009 8.5000000000000018 5.5000000000000009 1.5000000000000002 4.5000000000000009 39.723160900000003 1250.5000000000002 6082.0000000000009 4.5000000000000009 55.622114900000007 57.205086850000008 26.495000000000001 35.500000000000007 5.5000000000000009 37.618684050000006 37.702956500000006 37.600779750000008 11.500000000000002 30.025000000000002 5.5000000000000009 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 -10 13 -4 -14 -3 17 -17 -19 -20 -5 -22 -6 25 27 -24 -27 28 -25 -29
right_child=-2 2 4 20 22 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 18 19 -21 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-1958.2573665620894 23.639161711433747 5666.1694619432174 -15222.14682278751 231.37583010666697 -81.268523906605978 -8045.1518646018558 144218.3583984375 -38991.67269736842 42479.240002010571 44238.904901265822 215862.55022321429 -349.92858729988205 -21348.283125000002 15046.365592622758 115133.11099330358 -18.711209354865971 3623.0042530888577 185078.88177264179 -91394.202083333337 102153.54048295454 -5949.9714594745992 89233.949851190482 1890.9998461177202 38181.498751905492 -3710.8231634826097 82922.435401098279 -14774.123261242377 8113.9708793640139 -39619.962838681538 -51752.487714768533
leaf_weight=52406 3783601 11554 445 14381 78993 1239 20 76 340 171 21 442 20 768 42 55068 23896 27 33 22 9605 21 9332 82 30564 69 41 72 96 357
leaf_count=52406 3783601 11554 445 14381 78993 1239 20 76 340 171 21 442 20 768 42 55068 23896 27 33 22 9605 21 9332 82 30564 69 41 72 96 357
internal_value=0 -308.202 55.4392 901.273 -731.463 7123.24 15137.6 14027.2 15818.9 27090.6 63010.2 18271.4 7208.14 3942.09 71106.9 1713.47 1135.71 57.9893 51567.1 -13975.1 -2163.87 -5742.32 -966.829 -2689.26 -4234.12 2410.79 46508.3 -30583.3 -3778.84 -41705
internal_weight=0 290203 237797 114607 123190 3584 2345 2325 2249 974 192 782 1275 1213 62 90600 79046 55150 82 55 24007 9626 119606 40613 31171 9442 110 607 178 429
internal_count=4073804 290203 237797 114607 123190 3584 2345 2325 2249 974 192 782 1275 1213 62 90600 79046 55150 82 55 24007 9626 119606 40613 31171 9442 110 607 178 429
is_linear=0
shrinkage=0.1


Tree=1467
num_leaves=31
num_cat=0
split_feature=4 0 0 6 5 6 0 6 1 1 6 6 0 0 6 1 6 6 6 0 2 1 6 1 6 1 0 0 0 7
split_gain=3.02801e+12 1.14912e+13 1.10796e+13 9.49348e+12 1.43752e+13 1.6094e+13 1.70776e+13 1.34808e+13 1.21317e+13 1.15967e+13 1.75424e+13 3.29389e+13 3.60442e+13 3.53618e+13 1.35351e+13 1.10849e+13 1.00264e+13 3.4638e+13 1.33932e+13 9.38789e+12 9.33037e+12 9.17558e+12 1.39098e+13 2.31413e+13 2.1645e+13 1.78919e+13 1.71627e+13 1.29664e+13 2.67355e+13 1.81228e+13
threshold=2.5000000000000004 47.245981600000007 47.295021550000008 28.005000000000006 1.5000000000000002 93.050000000000011 54.998919050000005 37.995000000000012 118.02765200000002 28.601854300000003 55.015000000000008 63.140000000000008 55.026775150000006 54.707511300000007 50.010000000000012 38.247071200000008 91.02500000000002 84.810000000000016 103.03500000000001 54.810424650000009 2970.5000000000005 39.843340650000009 110.01500000000001 39.723160900000003 112.00500000000001 37.343102500000008 43.550475500000012 46.323575350000006 45.177967300000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -7 20 -4 10 14 12 13 -12 -6 19 17 -13 -18 -11 -5 22 26 24 -24 -26 -1 28 29 -27
right_child=-2 2 3 4 9 6 -8 -9 -10 15 11 16 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-87181.11549479267 -14.506871905033632 12297.740219302379 6460.6477111176864 2178.1460141653893 7829.2245077977032 117384.09972826087 8209.3511089124186 -8162.2746085567969 -27488.984113848652 -15265.733836421481 26110.99609375 -9729.8397536057691 -12976.605065917969 165970.89713541669 -56370.187166539639 1850.5688877706959 -89940.694140625012 133059.98505434784 4948.0005897671572 -1253.9274949704534 -3151.0499235190805 1732.6233398401364 87734.628030303036 116149.12946428571 -64833.835401785713 31037.669113318403 -2568.5495144745933 72876.336250000008 -76474.725285050677 -10818.356912750894
leaf_weight=24 3961637 877 4144 6041 165 23 38 2982 108 511 29 65 32 48 41 52777 21 23 51 7442 7202 7917 33 21 35 230 21032 30 37 188
leaf_count=24 3961637 877 4144 6041 165 23 38 2982 108 511 29 65 32 48 41 52777 21 23 51 7442 7202 7917 33 21 35 230 21032 30 37 188
internal_value=0 512.37 1117.66 997.713 745.272 -1895.11 49373.6 -2087.86 5598.33 1447.85 17012.1 33829.4 76225.4 113296 -4948.33 1326.11 4947.08 27590.2 -22727.9 -2154.22 -720.054 -1180.16 -2246.29 13112.8 9199.99 4216.07 -2664.99 9199.05 5000.54 12212.5
internal_weight=0 112167 82620 81743 77491 16286 61 16225 4252 61205 475 269 109 77 206 60730 160 88 72 7953 13243 29547 21630 574 553 520 21056 485 455 418
internal_count=4073804 112167 82620 81743 77491 16286 61 16225 4252 61205 475 269 109 77 206 60730 160 88 72 7953 13243 29547 21630 574 553 520 21056 485 455 418
is_linear=0
shrinkage=0.1


Tree=1468
num_leaves=31
num_cat=0
split_feature=4 3 7 5 4 6 6 2 0 0 0 6 6 5 0 0 1 5 6 0 0 0 0 0 1 6 2 1 6 2
split_gain=3.0756e+12 2.10204e+13 5.12629e+13 3.7636e+13 2.84317e+13 3.60741e+13 2.55362e+13 3.71781e+13 4.39421e+13 4.83323e+13 8.66641e+13 4.46673e+13 2.95533e+13 7.99633e+13 2.46512e+13 7.30325e+13 6.27473e+13 6.21491e+13 2.88344e+13 3.54607e+13 2.63575e+13 2.29151e+13 2.22804e+13 2.16086e+13 2.02656e+13 1.96919e+13 4.92322e+13 3.9445e+13 2.48077e+13 2.27723e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 8.5000000000000018 91.02500000000002 81.705000000000013 2851.5000000000005 44.046956350000009 45.053967500000006 45.067157700000003 130.05000000000004 101.02000000000002 3.5000000000000004 54.980317700000008 55.685785750000008 49.176406850000006 3.5000000000000004 122.65000000000002 57.15297970000001 54.707511300000007 57.14107305000001 57.14107305000001 57.14107305000001 49.300375350000003 67.00500000000001 75.000000000000014 30.425503950000003 74.615000000000009 9613.5000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 8 -8 -10 -11 -12 13 21 20 -16 17 -17 22 23 24 -9 -18 -20 -14 29 28 -28 -27 -6
right_child=-2 2 -4 4 6 -7 7 12 9 10 11 -13 14 -15 15 16 18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-31.801836203173913 80.932482985856822 -891.40202139579276 7381.3918067676514 26439.330298913046 -3340.3304970385202 -130732.3009375 167207.00282738096 38582.398189153209 -42519.606474034925 237077.855625 14826.96781092216 126739.00702123398 -49550.212375332449 -20260.710494408242 73715.454861172766 -22833.894953835228 -48010.504066495028 149151.59322150736 -96970.866369047624 -181587.36273674245 -98267.870052083337 -10806.084553179826 46795.265155029301 23610.711582880438 33328.223978015994 -40305.248468017584 -55365.044082472916 -9831.2895027261147 -166881.96526041668 -13960.309941782823
leaf_weight=1830206 2181312 36856 5432 23 10341 40 21 534 102 20 417 39 94 624 88 55 110 34 42 33 72 114 32 23 43 32 199 4327 30 2509
leaf_count=1830206 2181312 36856 5432 23 10341 40 21 534 102 20 417 39 94 624 88 55 110 34 42 33 72 114 32 23 43 32 199 4327 30 2509
internal_value=0 -93.2839 -1899.87 -2786.63 -6279.49 -73352.2 -6067.52 3390.68 25111.1 19948.5 33334.5 24398.4 -3464.19 5289.64 -21251.5 -7202.81 -28846.6 42868.4 -55440.9 -97164.4 -49281.8 29893.7 -26645.8 -54303.5 -23537.3 -7421.87 -13045.7 -11833.3 -101552 -5413.91
internal_weight=0 1.89249e+06 62286 56854 19998 63 19935 2497 599 578 476 456 1898 1272 626 417 329 89 240 98 209 648 142 65 137 17438 4588 4526 62 12850
internal_count=4073804 1892492 62286 56854 19998 63 19935 2497 599 578 476 456 1898 1272 626 417 329 89 240 98 209 648 142 65 137 17438 4588 4526 62 12850
is_linear=0
shrinkage=0.1


Tree=1469
num_leaves=31
num_cat=0
split_feature=1 1 3 6 7 6 3 7 3 6 6 3 1 1 6 0 4 7 0 0 6 3 6 3 6 6 0 4 6 4
split_gain=3.04885e+12 1.97831e+13 3.12013e+13 4.54024e+13 3.87713e+13 4.34069e+13 3.58257e+13 3.50608e+13 6.59445e+13 3.20861e+13 5.48049e+13 3.67016e+13 2.75864e+13 2.60819e+13 2.60601e+13 2.5134e+13 2.35548e+13 3.34629e+13 3.94179e+13 4.54991e+13 4.19204e+13 4.33622e+13 3.31604e+13 3.85469e+13 2.70346e+13 2.48808e+13 2.33457e+13 2.3077e+13 6.28296e+13 2.33098e+13
threshold=83.000013850000016 83.00362155000002 1.5000000000000002 63.705000000000005 6.0000000000000009 63.705000000000005 6.5000000000000009 6.0000000000000009 7.5000000000000009 40.205000000000005 34.010000000000012 8.5000000000000018 83.007653300000015 83.003420700000007 59.010000000000012 55.055052800000006 6.5000000000000009 6.0000000000000009 55.018166200000003 55.012912000000007 54.990000000000002 10.500000000000002 33.805000000000007 1.5000000000000002 58.605000000000011 76.605000000000004 54.94428030000001 24.500000000000004 89.00500000000001 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 4 9 -2 14 -5 8 -8 10 13 -11 16 -4 -6 -13 26 18 19 27 -21 -22 -20 -24 -19 -25 -3 28 29 -18
right_child=1 12 3 6 5 -7 7 -9 -10 11 -12 15 -14 -15 -16 -17 17 24 22 20 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=31.344176334153389 -4092.9671772880051 -17684.931496465775 -1774.1549912025469 -12022.238087184414 3018.2469748563285 13337.114708224242 73427.689384992744 1011.2258880872456 -15622.653935785487 2714.1019061443722 -11454.218584142607 -3699.5592250738782 -91.488673553105968 14094.870563741049 -13960.36303413556 -52394.954906542058 -10850.20424748434 7169.6828882478112 42348.047807004521 -2217.0931823607166 -18573.793802001441 -74095.422739508213 -13522.501132622185 13716.718068733029 30021.941154060591 -20837.586938260512 22216.244256448874 -11939.34739512371 152825.66673387095 15962.404929222072
leaf_weight=3601077 7165 168 7565 7871 8073 4273 86 6644 2517 24481 7030 11284 369443 1200 1018 107 434 2129 263 1980 1431 156 821 2673 684 226 1153 539 31 1282
leaf_count=3601077 7165 168 7565 7871 8073 4273 86 6644 2517 24481 7030 11284 369443 1200 1018 107 434 2129 263 1980 1431 156 821 2673 684 226 1153 539 31 1282
internal_value=0 -238.77 -1579.11 -2600.2 1842.18 5024.26 -7063.67 -2842.96 -12680.5 -1121.39 -4876.91 532.221 73.456 398.444 1117 -4156.97 4435.49 3108.51 357.902 -4864.3 -11922.6 -24031.5 8031.9 5605.78 12726.4 11022.9 17141.8 6149.21 11730.1 9181.13
internal_weight=0 472727 89314 68785 20529 13364 17118 9247 2603 51667 15795 35872 383413 8765 9091 11391 13970 12649 9836 5853 3567 1587 3983 3720 2813 2899 1321 2286 1747 1716
internal_count=4073804 472727 89314 68785 20529 13364 17118 9247 2603 51667 15795 35872 383413 8765 9091 11391 13970 12649 9836 5853 3567 1587 3983 3720 2813 2899 1321 2286 1747 1716
is_linear=0
shrinkage=0.1


Tree=1470
num_leaves=31
num_cat=0
split_feature=6 0 1 1 6 1 6 6 0 6 6 1 4 3 0 0 2 3 4 0 3 1 0 3 2 4 5 6 3 0
split_gain=3.13918e+12 1.4477e+13 3.72873e+13 1.41252e+14 1.24963e+14 7.33471e+13 8.29538e+13 4.84729e+13 8.01019e+13 5.69187e+13 7.75045e+13 5.72927e+13 6.61932e+13 4.73783e+13 4.23757e+13 7.88639e+13 4.12062e+13 4.33085e+13 4.10419e+13 3.67838e+13 3.59876e+13 3.71146e+13 3.40514e+13 2.99704e+13 5.36142e+13 5.3153e+13 4.73797e+13 2.76848e+13 2.71613e+13 2.70322e+13
threshold=102.04000000000001 59.950512650000007 30.260128500000004 30.277905650000005 116.05000000000001 30.226173900000003 112.00500000000001 112.00500000000001 59.963561900000009 106.49500000000002 104.01000000000001 30.323041000000003 9.5000000000000018 8.5000000000000018 60.042359000000012 60.064438250000002 3338.0000000000005 3.5000000000000004 8.5000000000000018 59.963561900000009 19.500000000000004 30.330566300000005 60.002985000000002 1.5000000000000002 3338.0000000000005 11.500000000000002 4.5000000000000009 103.03500000000001 6.5000000000000009 60.05226170000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 8 9 10 -5 -11 -13 -4 27 29 -17 -18 -12 -8 -10 -22 -21 24 25 26 -9 -3 -6 -16
right_child=1 2 3 7 28 6 19 23 20 11 18 12 -14 -15 15 16 17 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.437629524981544 -226.29671337343262 -103147.71659226192 128909.86416015626 -38020.694389204546 -44707.949635022102 -76025.754084613902 -59476.093098546291 148662.96591178799 -14617.969987855311 29153.505562033581 -310597.61700000003 -229688.20625000002 16638.924374999999 24695.509987877158 -181265.91206896552 80728.508579799105 34738.247286184211 -127529.84396551724 -129397.32075000001 91579.93293504903 119103.4449172247 -16371.228064903848 -4429.951948023554 -815.47535073644838 -15148.807620381864 -55424.010054347833 -20331.639843750003 13281.759023246921 52081.940825076221 -69620.328888081407
leaf_weight=3966508 100272 21 176 44 99 363 79 79 1449 67 25 24 20 58 29 56 38 29 25 51 42 39 134 3056 107 23 21 743 41 86
leaf_count=3966508 100272 21 176 44 99 363 79 79 1449 67 25 24 20 58 29 56 38 29 25 51 42 39 134 3056 107 23 21 743 41 86
internal_value=0 -533.729 -4922.52 -918.891 58368.3 -18181.9 -45006.4 -5335.03 -18857 -77557.3 -134817 -29067.1 -117721 103079 -1396.54 -38241.9 17418.6 -35497.2 -219997 -2354.73 -10991.9 53874.9 22037.6 1804.52 36616.2 81647.6 113174 10081.5 -16362.3 -97774.4
internal_weight=0 107296 7024 5395 374 1629 627 5021 1735 205 94 111 44 234 1002 238 123 67 50 264 1530 81 185 3286 230 123 100 764 140 115
internal_count=4073804 107296 7024 5395 374 1629 627 5021 1735 205 94 111 44 234 1002 238 123 67 50 264 1530 81 185 3286 230 123 100 764 140 115
is_linear=0
shrinkage=0.1


Tree=1471
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 6 6 6 1 4 4 1 1 2 0 1 2 1 6 7 1 1 4 1 4 1 7 7 4 3
split_gain=2.99093e+12 5.84914e+13 1.10674e+14 7.11814e+13 6.95276e+13 6.23108e+13 5.69914e+13 5.68073e+13 5.29471e+13 6.14339e+13 8.46621e+13 7.75848e+13 5.24464e+13 8.57551e+13 7.82491e+13 5.18673e+13 5.95099e+13 8.33438e+13 8.09101e+13 7.69466e+13 6.48549e+13 1.52683e+14 1.00105e+14 5.03403e+13 4.90983e+13 6.02457e+13 4.62911e+13 4.35658e+13 6.36453e+13 7.58824e+13
threshold=55.390026600000006 55.539595350000006 37.401708450000008 86.169282750000022 90.045000000000016 51.015000000000008 138.05000000000004 58.755000000000003 43.862029600000007 19.500000000000004 23.500000000000004 37.488790500000007 37.543519500000009 75.000000000000014 55.520061350000013 36.865631950000008 75.000000000000014 37.290808600000013 45.995000000000012 6.0000000000000009 37.374856000000008 37.318079750000003 3.5000000000000004 37.475446350000006 8.5000000000000018 37.517483500000004 6.0000000000000009 6.0000000000000009 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 4 5 15 23 -6 -7 9 11 -11 -9 24 14 -14 -2 17 19 -19 -17 21 27 -23 -4 -13 -26 -27 -20 29 -29
right_child=1 -3 3 -5 6 7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=82.191917562532211 -5996.5063613966413 10.241747701032807 -35060.867295310774 33108.316651021014 80571.13658165565 -15484.6713999532 -60885.939062500001 -26198.143579838594 -19238.510688467337 -47606.372966422379 -3287.7422150859684 -14508.17450352358 -26266.759230819545 1931.3755373292022 -170326.78296874999 -421.73368787660706 33622.272918459857 -830.47428521415941 37723.647024904705 -61036.816580636165 69986.380045026512 80899.934075771249 -43306.829032494745 -1435.2266793476733 7219.0506920101316 56272.560370828018 -71075.878242187508 47201.765314275573 35977.959577729431 245924.81103940221
leaf_weight=2121622 2247 1889658 452 495 208 8256 33 1060 2332 692 1143 356 657 8628 40 728 1037 1484 414 294 350 78 386 29680 698 588 30 33 79 46
leaf_count=2121622 2247 1889658 452 495 208 8256 33 1060 2332 692 1143 356 657 8628 40 728 1037 1484 414 294 350 78 386 29680 698 588 30 33 79 46
internal_value=0 -89.3258 -3098.55 -4642.06 8369.49 -4984.23 61201.5 -8731.77 -5295.38 -2954.79 -20000.8 -360.494 2129.99 -794.255 -34534.2 6595.17 12335.4 6663.61 15396 -17858.9 32769.9 20196.7 -22427.2 -1939.63 18439 27351.7 50090.6 54772.8 99445.9 162914
internal_weight=0 1.95218e+06 62524 55107 7417 54612 241 24480 16224 13892 1835 12057 10997 9325 697 7176 4929 3892 2870 1022 1386 1036 464 30132 1672 1316 618 572 158 79
internal_count=4073804 1952182 62524 55107 7417 54612 241 24480 16224 13892 1835 12057 10997 9325 697 7176 4929 3892 2870 1022 1386 1036 464 30132 1672 1316 618 572 158 79
is_linear=0
shrinkage=0.1


Tree=1472
num_leaves=31
num_cat=0
split_feature=0 0 7 7 0 1 6 2 0 4 4 1 1 1 1 0 2 4 0 0 0 0 0 1 1 4 0 6 1 1
split_gain=2.87011e+12 1.33514e+14 1.58152e+14 5.87966e+13 1.18718e+14 2.98206e+14 1.77447e+14 1.30711e+14 8.60408e+13 9.85844e+13 9.26391e+13 8.39587e+13 1.13489e+14 7.9029e+13 7.82183e+13 7.28393e+13 8.64738e+13 8.17193e+13 7.75502e+13 9.87868e+13 1.02165e+14 1.19313e+14 1.9193e+14 1.30773e+14 3.96229e+14 1.441e+14 1.35907e+14 1.16437e+14 1.13124e+14 1.10466e+14
threshold=57.57007620000001 57.205086850000008 6.0000000000000009 6.0000000000000009 57.670849000000011 39.908802000000009 63.855000000000011 2632.5000000000005 57.60122925000001 16.500000000000004 8.5000000000000018 45.71452080000001 39.843340650000009 38.430814800000007 39.843340650000009 58.08467765000001 3658.0000000000005 12.500000000000002 60.028671700000011 59.825842200000004 59.856552950000008 59.898927250000007 59.882709350000006 30.472130500000002 30.425503950000003 18.500000000000004 59.864072000000007 58.755000000000003 30.226173900000003 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -8 10 14 12 13 -6 -10 16 -9 -17 19 -19 29 22 23 24 28 -26 -27 -23 -22 -21
right_child=3 2 -4 -5 7 -7 8 15 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 20 21 27 -24 -25 25 26 -28 -29 -30 -31
leaf_value=8.1938620820287582 9422.3421730379196 -14280.009459500798 9676.0819938284603 -1223.313871093919 -99499.815078965054 -6465.9093860153471 9252.5985201704716 -55683.591171159424 -5841.8493792050285 -23290.978775444382 82348.521038637904 2872.5292099785079 -45198.766484858534 -7121.9366995180671 45354.762640361885 -683.11408067624916 5558.8590898738021 -6717.7229725693287 -1748.9658970442572 4774.6199991551975 -7036.493285041367 2423.3909679994085 -27233.015256198818 -22772.527379491374 21498.93387189932 60249.334508255357 173085.34031729071 14211.120041976939 21823.250441050888 24451.954918871626
leaf_weight=3485099 13917 12706 3519 191239 93 10272 1129 232 353 218 575 8284 829 21992 1930 193435 37084 6722 25317 5729 4977 21762 2850 1679 257 215 212 13627 1868 5683
leaf_count=3485099 13917 12706 3519 191239 93 10272 1129 232 353 218 575 8284 829 21992 1930 193435 37084 6722 25317 5729 4977 21762 2850 1679 257 215 212 13627 1868 5683
internal_value=0 -33.9401 -9084.23 207.58 925.348 7146.04 14861.6 424.762 32863.7 41529.7 46474.1 -5755.27 -8874.44 -7510.94 37438.7 1024.19 5178.1 479.025 2952.11 4766.92 6078.53 4035.28 -4555.57 2463.41 8091.13 80662.2 116271 6962.41 839.329 14573.6
internal_weight=0 3.50132e+06 16225 572480 381241 28394 18122 352847 4205 3076 2858 31198 22914 22085 2283 321649 37316 284333 90898 65581 58859 47447 12058 9208 7529 684 427 35389 6845 11412
internal_count=4073804 3501324 16225 572480 381241 28394 18122 352847 4205 3076 2858 31198 22914 22085 2283 321649 37316 284333 90898 65581 58859 47447 12058 9208 7529 684 427 35389 6845 11412
is_linear=0
shrinkage=0.1


Tree=1473
num_leaves=31
num_cat=0
split_feature=6 5 4 4 2 3 7 0 3 1 1 1 1 1 6 6 4 4 0 1 0 6 4 0 3 6 4 4 0 6
split_gain=3.24531e+12 2.08938e+13 2.07193e+13 2.67511e+13 2.74392e+13 2.28816e+13 3.16436e+13 3.14487e+13 2.27723e+13 4.40702e+13 5.26584e+13 4.57016e+13 4.15246e+13 6.19484e+13 3.47416e+13 3.3443e+13 2.41072e+13 2.21907e+13 2.20431e+13 3.9691e+13 2.92427e+13 5.05196e+13 5.02388e+13 6.93231e+13 3.57356e+13 3.0107e+13 2.43723e+13 3.11273e+13 3.33384e+13 2.48709e+13
threshold=110.01500000000001 3.5000000000000004 26.500000000000004 35.500000000000007 2561.0000000000005 15.500000000000002 6.0000000000000009 55.007293000000011 14.500000000000002 37.234509300000006 38.958307950000012 39.596303450000001 49.692247900000005 60.605526900000008 138.05000000000004 125.02000000000002 17.500000000000004 28.500000000000004 55.055052800000006 37.843405600000004 55.783232450000007 168.45000000000002 18.500000000000004 55.173955500000005 19.500000000000004 130.05000000000004 21.500000000000004 23.500000000000004 59.864072000000007 130.05000000000004
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 4 -4 8 18 -8 -3 14 16 -12 15 -14 -10 -13 -11 -6 -7 26 22 25 -21 -24 -23 -22 29 -28 -29 -20
right_child=1 2 3 -5 17 6 7 -9 9 10 11 12 13 -15 -16 -17 -18 -19 19 20 21 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=12.110385169301514 -2242.7433144102329 1382.8818295487727 -22741.513932291666 -28150.52952987939 130712.71908291905 -25951.047718560101 27738.981625471446 -7940.0467270453655 24259.322325721154 -82884.966847826086 108852.08536706351 51232.180189732142 149744.09485176284 3061.2139843750001 183451.19191810346 -101068.33637907609 35331.643817934782 43735.656707208807 28291.795984028009 -10059.796148574562 21166.853607253088 121731.53696289063 8043.6875378024197 212050.35936414931 -29867.026766304349 -58143.663754507215 -137409.32271959461 -78352.934615031161 30527.805707908166 -41098.981076388889
leaf_weight=4000160 39060 31162 39 57 44 979 406 631 26 69 63 21 39 110 29 46 23 88 108 57 81 48 31 36 23 117 37 66 49 99
leaf_count=4000160 39060 31162 39 57 44 979 406 631 26 69 63 21 39 110 29 46 23 88 108 57 81 48 31 36 23 117 37 66 49 99
internal_value=0 -657.806 1132.26 31178.1 50954.3 932.864 -7785.2 6028.79 1696.81 24660.9 12276.9 33911 12053.2 41454.7 108197 -53332.4 -53330.8 72728 -16060.8 -3185.14 18772.6 252.337 58949.7 117659 72622.1 -25698.5 -27222.5 -57628.8 -31960.3 -4895.1
internal_weight=0 73644 34584 228 171 34356 2768 1037 31588 426 371 279 216 149 55 67 92 132 1731 752 393 269 124 67 71 198 359 152 115 207
internal_count=4073804 73644 34584 228 171 34356 2768 1037 31588 426 371 279 216 149 55 67 92 132 1731 752 393 269 124 67 71 198 359 152 115 207
is_linear=0
shrinkage=0.1


Tree=1474
num_leaves=31
num_cat=0
split_feature=6 6 0 4 5 7 1 1 6 6 0 1 1 3 1 1 3 0 4 1 2 7 0 1 0 1 0 6 3 1
split_gain=3.09037e+12 6.72061e+12 2.21621e+13 1.8097e+13 4.06415e+13 4.78509e+13 3.1799e+13 5.05491e+13 2.9228e+13 3.47956e+13 5.79221e+13 3.94939e+13 5.04542e+13 3.70923e+13 2.55975e+13 7.28577e+13 6.43496e+13 4.25596e+13 3.08971e+13 2.81741e+13 2.64059e+13 3.0274e+13 2.60858e+13 2.26844e+13 7.15734e+13 3.51129e+13 2.83819e+13 2.10869e+13 2.03365e+13 8.34413e+13
threshold=247.90000000000001 142.05000000000004 60.034792100000011 3.5000000000000004 4.5000000000000009 6.0000000000000009 38.066230450000006 30.438492500000006 149.05000000000004 189.00000000000003 55.676890650000011 83.007653300000015 38.977585500000011 2.5000000000000004 49.030112300000006 50.298521650000005 2.5000000000000004 51.659529100000007 2.5000000000000004 39.01296365000001 2851.5000000000005 6.0000000000000009 55.737027400000009 37.442254400000003 55.749683450000006 37.702956500000006 55.883833400000007 156.15000000000003 4.5000000000000009 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 -3 -6 11 -11 12 27 -14 16 -16 18 -18 -8 -20 -17 22 -22 26 25 -25 -9 -10 29 -5
right_child=-2 2 -4 28 5 -7 14 23 9 10 -12 -13 13 -15 15 20 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.9077019211403883 3109.8241939803929 -88431.549878555699 -27926.052081317725 5591.2149639458539 110316.73986816406 -97159.514863782053 -38247.016355054453 30031.477343750001 16557.928500600963 93266.36504643278 -22487.133904109593 -130245.99625 74745.549445312514 -44866.367477678577 93349.211342865572 -125277.94757543104 -26272.336724028719 142625.38649999999 -207431.26279761907 -83709.30726719799 -29116.099115767047 -130257.71627604168 60897.32618164063 -40427.151860119047 -147992.61761363636 120696.0124794408 171222.59348958335 -72092.34005382449 -3390.9859424291863 -87446.590662866714
leaf_weight=4053505 3193 39 323 5892 32 39 165 35 39 106 73 25 100 35 53 29 37 25 21 149 165 24 40 21 22 38 24 86 9371 98
leaf_count=4053505 3193 39 323 5892 32 39 165 35 39 106 73 25 100 35 53 29 37 25 21 149 165 24 40 21 22 38 24 86 9371 98
internal_value=0 -2.43936 -1980.39 -1481.05 -12273.7 9494.37 -25403.3 12252.8 17880.5 11505.5 46059.6 -10196.8 1346.35 43735.1 -34923.6 -13440.5 -51753 41831.6 -69073.1 -98992.6 -35377.9 -23993.2 -11552.5 40300.6 5946.18 63347.1 87465.2 -44433.5 -481.951 4069.06
internal_weight=0 4.07061e+06 17106 16783 1422 535 887 179 496 464 179 285 260 135 708 311 397 62 335 170 258 229 205 140 81 59 59 125 15361 5990
internal_count=4073804 4070611 17106 16783 1422 535 887 179 496 464 179 285 260 135 708 311 397 62 335 170 258 229 205 140 81 59 59 125 15361 5990
is_linear=0
shrinkage=0.1


Tree=1475
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 2 6 0 4 1 6 5 4 3 5 7 6 1 6 0 1 6 0 0 1 4 4 1
split_gain=2.90034e+12 4.20459e+13 5.19748e+13 5.07763e+13 5.71014e+13 1.02708e+14 1.08296e+14 2.14437e+14 1.48835e+14 1.43259e+14 1.82292e+14 1.12841e+14 1.12325e+14 1.3505e+14 1.16217e+14 8.83901e+13 1.25186e+14 1.2982e+14 8.78102e+13 7.17919e+13 7.85654e+13 7.11665e+13 1.16065e+14 1.26813e+14 9.12152e+13 8.33871e+13 6.73856e+13 7.5792e+13 6.63889e+13 6.53102e+13
threshold=56.115175650000005 56.324067350000007 34.382014200000008 47.386825600000002 43.932356550000009 13.500000000000002 56.262014700000009 2970.5000000000005 93.050000000000011 56.148747500000006 9.5000000000000018 43.997056950000008 68.00500000000001 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 6.0000000000000009 61.805000000000007 47.256487700000001 63.415000000000006 56.262014700000009 38.657016300000002 74.015000000000015 56.288960650000007 56.288960650000007 47.256487700000001 6.5000000000000009 5.5000000000000009 43.80299105000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 11 26 19 -6 13 14 -8 -14 -17 -18 -16 20 -11 29 25 24 -24 -23 -9 -28 -13 -4
right_child=1 -3 3 -5 5 -7 12 9 -10 10 -12 28 15 -15 18 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-50.823585083121429 -54083.196835345647 -68.449302768348517 -202.23904816584189 -3288.8355984305199 3141.3002863716592 -2000.1476019542374 3755.8707112882676 811.45950848929999 -116362.00174718325 30041.857396151947 -26562.332152369119 -18840.145950043818 -20198.155131864831 -8538.4890492749091 21447.508686067529 -86558.239696691177 43739.653821713058 -14248.609674912706 71571.102885123706 -33018.851067023024 78854.979394033013 -21158.490951779651 2401.6637601196521 -59097.57718552553 -18468.119517382915 8050.8893042890049 514.71648120780844 28631.452006157979 -58905.009961613367 10787.88783141211
leaf_weight=2989263 165 975160 15236 15150 1960 14717 4956 11180 147 598 385 1400 338 3223 5142 85 3004 443 375 95 735 1137 3667 549 4883 6961 1729 2152 587 8382
leaf_count=2989263 165 975160 15236 15150 1960 14717 4956 11180 147 598 385 1400 338 3223 5142 85 3004 443 375 95 735 1137 3667 549 4883 6961 1729 2152 587 8382
internal_value=0 140.082 1999.2 2083.92 2949.24 5106.26 7820.35 2968.11 -17562.7 7949.34 34506.4 -13883.1 13612.3 9361.62 14870.3 28655.6 33330.8 36287.1 24854.5 50971 56956.8 135.007 -4758.53 -12508.8 -9517.3 3949.75 4752.47 16105.3 -30676.1 3698.14
internal_weight=0 1.08454e+06 109381 109216 94066 53251 38534 20968 4094 16874 1813 3947 17566 13696 10473 3870 3532 3447 5517 1428 1333 40815 17197 9099 8550 8098 15061 3881 1987 23618
internal_count=4073804 1084541 109381 109216 94066 53251 38534 20968 4094 16874 1813 3947 17566 13696 10473 3870 3532 3447 5517 1428 1333 40815 17197 9099 8550 8098 15061 3881 1987 23618
is_linear=0
shrinkage=0.1


Tree=1476
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 6 0 1 4 4 0 1 7 3 1 5 1 6 6 1 6 5 6 6 6 5 4 4 3
split_gain=3.20739e+12 4.34731e+13 8.77382e+13 1.78432e+14 1.69213e+14 2.43479e+14 1.57775e+14 1.317e+14 1.16792e+14 1.09401e+14 1.03106e+14 8.5857e+13 8.04631e+13 7.94227e+13 7.67233e+13 7.58073e+13 7.25831e+13 6.93989e+13 7.29719e+13 6.89562e+13 6.75715e+13 9.93095e+13 8.46239e+13 7.13338e+13 9.47082e+13 9.29365e+13 6.63739e+13 6.39827e+13 9.66189e+13 6.3467e+13
threshold=55.801384500000005 55.783232450000007 49.111590500000005 49.195555600000006 37.858952300000006 37.768783500000005 58.605000000000011 55.791814000000009 37.924401400000008 12.500000000000002 17.500000000000004 55.79439725000001 49.230435000000007 6.0000000000000009 3.5000000000000004 37.843405600000004 4.5000000000000009 38.166910000000009 128.05000000000004 72.50500000000001 49.147669400000005 130.05000000000004 2.5000000000000004 52.610000000000007 91.02500000000002 84.810000000000016 3.5000000000000004 14.500000000000002 15.500000000000002 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 -1 4 7 5 6 -3 10 -6 -7 20 12 -5 -12 27 -11 17 -10 -19 -13 22 29 23 -4 25 -25 -9 -8 -29 -22
right_child=-2 2 3 11 8 9 14 26 16 15 13 19 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.6486016695336918 -119.92246644991113 -6102.8068636034559 26711.205980927702 -14875.698558102802 -46555.114379506937 16939.640966400166 -13708.58747501691 30712.105074268344 8845.623758235397 103732.15924908424 5810.7063669946247 -9409.8757285025476 14380.134891814372 -50914.269816465967 30812.839003144207 44113.931496957637 -146285.33154296875 -7481.1306355318738 92061.433197846287 -50340.637313816609 -8962.7276399857492 105718.75360402961 1257.9971781766149 105349.12208022685 -29842.246509308516 326647.67790178576 -32841.520266256899 232914.66888020837 23041.215422028188 23559.87904152523
leaf_weight=2583509 1441226 7548 283 1464 682 1477 901 4927 3368 273 481 1400 2627 507 2217 975 36 15312 74 583 1829 95 403 197 47 21 170 24 255 893
leaf_count=2583509 1441226 7548 283 1464 682 1477 901 4927 3368 273 481 1400 2627 507 2217 975 36 15312 74 583 1829 95 403 197 47 21 170 24 255 893
internal_value=0 65.6525 3014.29 9114.05 82.9337 8610.97 1951.77 17424.5 -5904.03 35357.7 5455.82 -4366.78 3910.68 -23298.2 19848.7 57155.4 -4428.57 -4156.26 -7002.37 -21443.5 12995.3 5214.56 36043.2 61624.2 98908.7 126667 28592.4 -750.827 41094.8 1706.89
internal_weight=0 2.63258e+06 49069 15927 33142 13670 10945 9853 19472 2725 4756 6074 4091 988 3397 1248 18790 18754 15386 1983 3768 2817 951 548 265 218 5097 1180 279 2722
internal_count=4073804 2632578 49069 15927 33142 13670 10945 9853 19472 2725 4756 6074 4091 988 3397 1248 18790 18754 15386 1983 3768 2817 951 548 265 218 5097 1180 279 2722
is_linear=0
shrinkage=0.1


Tree=1477
num_leaves=31
num_cat=0
split_feature=0 0 4 4 0 2 4 6 2 6 4 7 4 6 6 6 4 1 1 1 4 1 1 6 6 7 1 1 4 1
split_gain=3.34585e+12 4.98349e+13 4.55134e+13 1.31801e+14 1.68171e+14 4.25668e+13 8.24907e+13 6.72353e+13 6.44718e+13 6.22543e+13 6.15483e+13 4.95806e+13 4.42633e+13 5.58822e+13 5.33087e+13 4.20296e+13 4.06345e+13 3.97437e+13 6.97528e+13 7.64361e+13 6.58706e+13 8.76783e+13 6.3982e+13 6.53108e+13 4.64607e+13 4.39251e+13 3.9387e+13 3.65556e+13 3.61134e+13 3.59436e+13
threshold=56.782540950000005 56.385857200000011 28.500000000000004 26.500000000000004 56.760749800000006 4829.0000000000009 7.5000000000000009 120.05000000000001 2691.5000000000005 53.005000000000003 2.5000000000000004 6.0000000000000009 14.500000000000002 105.00500000000001 101.02000000000002 83.820000000000007 30.500000000000004 60.571186450000006 60.307188350000011 60.516422150000004 23.500000000000004 60.549354600000008 60.66055595000001 79.710000000000022 70.00500000000001 6.0000000000000009 60.307188350000011 60.770858000000011 4.5000000000000009 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 17 12 -7 -10 -11 13 14 -3 -12 -4 18 24 -20 -21 -22 23 -19 25 -8 -9 -24 -15 -14
right_child=-2 2 16 4 -6 6 7 26 10 11 15 -13 29 28 -16 -17 -18 22 19 20 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.641605423507574 174.12876082729588 -3419.668403421093 -37925.756017878608 213448.16625000001 26501.414502053598 -647.61179116685196 2028.9843868629823 -119528.17047043791 6405.4316187658569 11074.289914686 -22180.281445479042 -21911.790713735729 30962.692655986066 436.95464154411769 139928.04939903846 -120537.74279119319 11299.600407693239 -16040.242003787498 91604.794144144151 14758.690772918502 5357.4908959547447 -58476.066006479414 4067.8343541356808 -67531.670011948096 -17900.386490137516 -11320.230723048579 -5211.8111694335939 -9246.6245856060432 -105103.23155503863 176548.53002485796
leaf_weight=3128637 868287 11784 650 60 243 19738 7457 81 863 8653 3445 481 74 51 26 44 226 3680 111 3060 679 315 3346 264 2334 3682 48 5374 89 22
leaf_count=3128637 868287 11784 650 60 243 19738 7457 81 863 8653 3445 481 74 51 26 44 226 3680 111 3060 679 315 3346 264 2334 3682 48 5374 89 22
internal_value=0 -47.1667 -2562.46 -2301.25 63520.6 -2564.7 -1317.78 -4950.6 -7074.2 2511.21 -17506.2 9337.23 -3305.32 -3848.63 -3104.08 -23420.7 -25226.1 -4643.91 -1575.18 9735.29 7493.68 -14871.5 -8917.94 -19486.9 -5071.66 -2383.6 -76991.9 -4137.66 -66656.4 64326.1
internal_weight=0 3.20552e+06 76880 76004 303 75701 59303 30431 16398 28872 4352 9134 12046 11950 11810 3489 876 30302 17638 4165 4054 994 12664 3944 13473 11139 129 8720 140 96
internal_count=4073804 3205517 76880 76004 303 75701 59303 30431 16398 28872 4352 9134 12046 11950 11810 3489 876 30302 17638 4165 4054 994 12664 3944 13473 11139 129 8720 140 96
is_linear=0
shrinkage=0.1


Tree=1478
num_leaves=31
num_cat=0
split_feature=2 6 4 0 6 6 6 4 0 0 1 5 1 0 0 4 1 7 1 3 6 0 4 5 4 6 1 0 6 6
split_gain=3.13345e+12 1.73159e+13 2.41219e+13 5.8428e+13 4.79427e+13 7.87174e+13 3.85438e+13 3.7166e+13 3.85633e+13 4.07551e+13 1.98391e+14 2.09828e+14 3.61177e+13 8.06647e+13 4.87749e+13 4.23556e+13 3.51169e+13 3.52265e+13 3.30398e+13 3.25869e+13 9.61416e+13 6.29141e+13 3.17559e+13 2.86594e+13 3.27669e+13 4.33317e+13 2.61387e+13 6.55205e+13 4.19177e+13 4.5057e+13
threshold=36.000000000000007 94.02500000000002 4.5000000000000009 55.60524465000001 99.050000000000011 105.00500000000001 103.03500000000001 14.500000000000002 55.79439725000001 55.759969450000007 37.682335600000009 3.5000000000000004 37.563506350000004 55.60524465000001 55.702806750000008 5.5000000000000009 37.331232350000008 6.0000000000000009 37.618684050000006 7.5000000000000009 100.05000000000001 55.660117850000006 12.500000000000002 3.5000000000000004 9.5000000000000018 112.00500000000001 37.649344350000007 55.622114900000007 96.050000000000011 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 14 -14 15 -4 -17 19 -8 21 -21 -18 23 -10 25 -25 -9 -28 -29 -30
right_child=-2 2 7 6 5 -7 18 26 22 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-435.1848145006262 24.298093752125521 -110659.05314062453 -109635.16382211538 -9271.4903125000001 221545.46210937502 -542.16952939576743 -243730.86795099435 -5045.1731268797485 4994.9851493326823 -376786.46789899556 77904.373704117068 -7120.6094209558833 -100040.26842365507 8083.7875638797314 81773.419184680446 98535.784139150943 35849.561790743101 -13301.166679667003 -75701.02181250001 -182483.87968750001 50926.105338541674 195209.42299107145 78425.570577959952 60583.623470552884 126589.21462765959 -57322.697408536595 85722.881603338072 42091.627804466989 -21773.138939596443 20965.215987199237
leaf_weight=283709 3783399 25 26 30 20 79 22 2908 300 28 63 34 79 545 133 53 215 268 25 25 60 28 142 130 47 41 110 248 586 426
leaf_count=283709 3783399 25 26 30 20 79 22 2908 300 28 63 34 79 545 133 53 215 268 25 25 60 28 142 130 47 41 110 248 586 426
internal_value=0 -316.556 4709.75 -29408.7 13077.4 44324 -97827.9 5765.61 16273.6 7686.81 -47073.2 -174066 12466.8 -5605 26423.3 15517.3 20531.1 13594.4 -154353 35570.1 -17723.9 54212 36530.7 25046 52639.1 32313.7 320.009 11708.3 5246.7 -3782.49
internal_weight=0 290405 6696 201 124 99 77 6495 2217 1557 125 62 1432 624 808 675 649 596 47 328 85 243 660 518 218 171 4278 1370 1260 1012
internal_count=4073804 290405 6696 201 124 99 77 6495 2217 1557 125 62 1432 624 808 675 649 596 47 328 85 243 660 518 218 171 4278 1370 1260 1012
is_linear=0
shrinkage=0.1


Tree=1479
num_leaves=31
num_cat=0
split_feature=6 1 6 4 1 0 4 4 0 6 0 0 4 3 6 4 4 5 0 5 4 6 1 1 0 4 4 6 4 0
split_gain=3.29763e+12 2.1711e+13 4.5086e+13 8.7543e+13 7.1796e+13 5.53318e+13 6.21094e+13 4.33819e+13 4.07524e+13 4.0644e+13 6.61873e+13 1.09713e+14 7.612e+13 5.65148e+13 5.79952e+13 4.55652e+13 4.88636e+13 4.16673e+13 4.04245e+13 4.38988e+13 5.75536e+13 6.15438e+13 5.42359e+13 3.81699e+13 8.51928e+13 6.15275e+13 7.51538e+13 7.15587e+13 6.65499e+13 5.89604e+13
threshold=88.00500000000001 37.804148700000006 89.00500000000001 16.500000000000004 49.095306150000006 55.696737300000009 22.500000000000004 24.500000000000004 56.128722100000005 89.00500000000001 55.897267000000006 55.858844800000007 18.500000000000004 21.500000000000004 88.825000000000003 13.500000000000002 11.500000000000002 2.5000000000000004 54.724612400000005 1.5000000000000002 11.500000000000002 98.020000000000024 30.362494150000003 37.858952300000006 55.685785750000008 5.5000000000000009 11.500000000000002 92.02500000000002 23.500000000000004 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -8 10 11 12 15 14 -13 16 -2 -14 -11 20 21 22 -20 24 -4 -26 -27 29 -29 -28
right_child=1 2 23 4 7 6 8 -9 -10 18 -12 13 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=21.99072407325853 7243.5913968304012 -16355.000079457774 -53071.881743729362 8277.4712021073683 40905.864097062935 -11225.005924212346 -149508.52823822465 919.64407182421007 -40824.16511548913 6470.4611971551521 24372.639532932371 -9583.403732620498 -39463.335709635423 -168353.59687500002 -88715.433476562495 -20862.731681096309 93108.000836016683 59675.740955363297 76885.355516581636 -936.77170346013327 2939.4140272845648 30999.704586356031 257890.70499999999 -494.35827346374003 -109380.39958902996 91238.098194398277 -21935.091145833336 -39607.62391127101 33395.478278587907 119276.1897448255
leaf_weight=3844148 635 4779 447 535 688 244 69 448 69 9642 1917 295 48 34 135 623 74 363 49 51097 495 196 25 155881 48 94 48 424 177 77
leaf_count=3844148 635 4779 447 535 688 244 69 448 69 9642 1917 295 48 34 135 623 74 363 49 51097 495 196 25 155881 48 94 48 424 177 77
internal_value=0 -368.097 -983.113 -8935.7 8335.03 -12479.2 -41549.4 25136.7 -95166.3 1169.05 10779.6 -1027.4 10476.3 -44240.8 -34427.2 -1131.99 16205.5 48097.5 524.642 -580.784 23196.9 60335.5 138036 -637.48 -17603.2 662.294 7103.82 -3789.6 -18107.5 65051.1
internal_weight=0 229656 164028 6832 2053 917 382 1136 138 65628 4124 2207 1743 464 430 1332 709 411 61504 51862 765 270 74 157196 1315 868 820 726 601 125
internal_count=4073804 229656 164028 6832 2053 917 382 1136 138 65628 4124 2207 1743 464 430 1332 709 411 61504 51862 765 270 74 157196 1315 868 820 726 601 125
is_linear=0
shrinkage=0.1


Tree=1480
num_leaves=31
num_cat=0
split_feature=6 4 3 7 1 4 0 3 1 0 4 6 1 4 4 6 1 4 6 0 5 6 2 6 4 4 0 1 6 0
split_gain=2.9672e+12 1.57592e+13 3.81169e+13 8.15797e+13 1.30393e+14 6.40137e+13 7.66291e+13 6.13016e+13 1.40238e+14 1.00037e+14 8.09374e+13 8.25624e+13 5.93411e+13 6.57322e+13 6.46244e+13 5.30561e+13 5.21483e+13 8.0801e+13 5.8355e+13 6.53224e+13 5.41259e+13 8.81171e+13 9.84688e+13 5.96971e+13 5.18508e+13 8.78154e+13 1.08433e+14 9.3304e+13 7.912e+13 6.33573e+13
threshold=42.005000000000003 5.5000000000000009 2.5000000000000004 6.0000000000000009 30.345769800000003 21.500000000000004 44.601833250000006 1.5000000000000002 30.472130500000002 55.012854300000008 11.500000000000002 51.805000000000007 30.330566300000005 10.500000000000002 11.500000000000002 82.00500000000001 47.899251850000006 8.5000000000000018 110.01500000000001 53.715816400000008 3.5000000000000004 134.05000000000004 5444.0000000000009 138.05000000000004 11.500000000000002 9.5000000000000018 59.982409200000006 30.260128500000004 86.030000000000015 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -7 8 10 -9 11 -6 24 -14 -15 -16 -3 20 -19 -20 23 -22 -23 -18 25 26 -5 -27 -29 -28
right_child=1 2 -4 4 7 6 -8 9 -10 -11 -12 -13 13 14 15 -17 17 18 19 -21 21 22 -24 -25 -26 27 29 28 -30 -31
leaf_value=118.1222672477778 340.33067386438944 -508.43327213740122 -11.02871159394078 -2982.999872058082 -23749.445072115384 149825.55009639345 -13111.117543832985 6248.4202281630978 4011.9170244608249 -3131.3801575950838 34092.754557672597 183042.99754166667 -100717.1360500388 117871.18051915323 -20309.504027813797 -173358.2734375 5726.4039057752343 -3961.3160675968788 -70732.814052036832 -14265.272502374213 4337.279373276654 16491.689118806309 147169.88111083987 -75926.765024038468 -793.92608694157138 -10728.624981188032 -195488.80341569768 -79353.649126403048 1982.6812063116777 -47108.586223733844
leaf_weight=1397217 714783 109340 1634915 3132 26 29 6154 16477 46146 36687 705 75 146 31 241 25 5573 92654 224 2398 340 111 120 91 4615 706 43 561 152 87
leaf_count=1397217 714783 109340 1634915 3132 26 29 6154 16477 46146 36687 705 75 146 31 241 25 5573 92654 224 2398 340 111 120 91 4615 706 43 561 152 87
internal_value=0 -61.6615 -208.127 -1193.9 1026.57 -2317.83 -12346.9 2101.11 4734.2 -224.32 46087 129809 -10019.6 -45777.1 -18769.5 -34693.8 -2023.74 -3655.9 -4377.64 -19089.3 7372.82 36717.4 84376.5 4414.53 -8315.58 -15731.2 -6697.49 -36497.8 -62014.1 -96188.2
internal_weight=0 2.67659e+06 1.9618e+06 326889 109855 217034 6183 100116 46952 53164 806 101 9739 443 297 266 210851 101511 95276 2622 6235 571 231 5664 9296 4681 3262 1419 713 130
internal_count=4073804 2676587 1961804 326889 109855 217034 6183 100116 46952 53164 806 101 9739 443 297 266 210851 101511 95276 2622 6235 571 231 5664 9296 4681 3262 1419 713 130
is_linear=0
shrinkage=0.1


Tree=1481
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 1 4 6 0 1 7 2 1 6 6 1 1 6 1 6 7 4 1 0 0 0 4 1
split_gain=3.1697e+12 3.50193e+13 1.18839e+14 1.03722e+14 6.89607e+13 8.05218e+13 6.45646e+13 7.45269e+13 4.65479e+13 4.11312e+13 4.04603e+13 6.1043e+13 4.61542e+13 6.68487e+13 4.54192e+13 3.59801e+13 4.26612e+13 3.4219e+13 1.48891e+14 1.07354e+14 9.78734e+13 9.82633e+13 1.03526e+14 9.63067e+13 9.48534e+13 9.42096e+13 8.22e+13 7.04917e+13 6.72882e+13 6.40626e+13
threshold=56.115175650000005 56.020150250000007 92.865667950000017 9.5000000000000018 36.865631950000008 37.46219940000001 73.995000000000019 92.791023150000015 21.500000000000004 142.05000000000004 56.041614100000011 53.67029225000001 6.0000000000000009 5762.5000000000009 37.858952300000006 118.04500000000002 247.90000000000001 39.777866350000004 38.893394150000006 63.855000000000011 39.908802000000009 46.420000000000009 6.0000000000000009 15.500000000000002 39.723160900000003 57.57007620000001 57.670849000000011 57.60122925000001 12.500000000000002 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -8 -7 12 13 14 -12 -3 -17 18 -2 24 21 -19 23 25 -20 -23 27 -27 -29 -24
right_child=17 2 -4 4 5 6 8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 20 19 -21 -22 22 29 -25 -26 26 -28 28 -30 -31
leaf_value=-3.9009331095766839 -216.74079348998703 -1041.6885656901429 3865.8309850742612 117886.34041658726 -49726.903999300674 3509.8231274501436 -29154.878138827815 -29294.381438374661 44715.273166360297 -153477.90787037037 -64754.056715198865 -22944.183573399427 -14760.871176446744 45967.466422576435 468.90718197474757 -72789.48518218995 72497.80330200195 286.31152771617229 -18109.668827658537 -32960.334257847877 301.95264432117978 -24605.137362677193 8584.9727986235375 -9478.3733781756109 1739.0305310300057 11796.575897623379 6261.17236062353 30462.899381625317 119597.85904796513 -10095.148820420856
leaf_weight=2928674 450149 23863 20045 41 546 3423 1849 1507 85 27 110 2395 2590 323 3633 128 24 19289 4437 1967 582780 485 4475 1370 5264 2552 3005 5569 86 3113
leaf_count=2928674 450149 23863 20045 41 546 3423 1849 1507 85 27 110 2395 2590 323 3633 128 24 19289 4437 1967 582780 485 4475 1370 5264 2552 3005 5569 86 3113
internal_value=0 -53.1313 -2432.76 -5546.8 -11643.4 -11965.5 -10672.2 -8288.85 -27664.7 -30944.2 -5751.14 -9253.55 -4327.31 2318.76 -1447.88 -1350.61 -49849.4 146.443 -505.822 -11658.5 630.167 5418.79 10211.8 15606.8 -7339.28 18544.9 20411.4 25592.6 31818.4 921.396
internal_weight=0 2.98926e+06 60589 40544 16529 16488 15942 13981 1961 1876 12474 9051 6656 4066 3743 24015 152 1.08454e+06 461817 11668 622724 39944 20655 13067 9701 11697 11212 8207 5655 7588
internal_count=4073804 2989263 60589 40544 16529 16488 15942 13981 1961 1876 12474 9051 6656 4066 3743 24015 152 1084541 461817 11668 622724 39944 20655 13067 9701 11697 11212 8207 5655 7588
is_linear=0
shrinkage=0.1


Tree=1482
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 6 1 0 1 1 7 6 6 1 7 7 2 1 1 6 4 7 6 1 4 4 6 1 7
split_gain=3.2394e+12 3.8797e+13 1.34597e+14 7.83225e+13 1.52946e+14 1.27092e+14 1.71802e+14 1.04288e+14 1.26973e+14 1.03796e+14 7.46641e+13 7.31169e+13 7.06096e+13 6.9386e+13 6.51208e+13 1.13345e+14 1.1122e+14 5.68806e+13 5.63259e+13 1.2426e+14 1.09608e+14 4.98462e+13 6.68106e+13 5.53403e+13 4.75239e+13 4.62949e+13 4.3502e+13 4.11668e+13 4.09937e+13 4.00519e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 30.362494150000003 30.452677500000004 30.410676000000006 59.505000000000003 30.438492500000006 59.699368850000006 30.330566300000005 30.472130500000002 6.0000000000000009 108.05000000000001 38.405000000000008 30.472130500000002 6.0000000000000009 6.0000000000000009 3338.0000000000005 30.509101000000005 30.624707450000006 60.910000000000004 9.5000000000000018 6.0000000000000009 89.00500000000001 30.425503950000003 11.500000000000002 9.5000000000000018 73.00500000000001 37.897576350000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -7 8 11 21 13 -8 -12 -4 15 26 -16 29 -18 20 -20 23 -23 -3 27 -15 -6 -10 -14 -5
right_child=-2 2 10 4 14 6 7 -9 24 -11 12 -13 28 25 16 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.3563046176581732 267.19554292752173 -7478.4622745685238 -782.5557934690579 16818.813299280122 -869.59663191246364 15824.356931692062 52094.040881263471 260664.18308593752 165270.28106398811 -59505.603177566169 -8993.7053549539687 -65998.233691406247 -215998.26112500002 -89497.339733562651 -2668.9928906080454 -70236.856571596742 -38458.855823920756 -49463.765791042606 40006.598452982093 19867.191225307906 214629.59558105469 -9916.1228239241773 139853.20333136793 -69306.009957660441 198380.4716765873 -38721.98945628151 -50263.273173170826 67257.188374533594 -48338.054536830357 -3518.810483248762
leaf_weight=3620913 408267 5099 406 2201 1249 1348 290 30 63 418 4498 64 25 226 23082 365 136 181 82 1484 64 68 53 149 63 874 208 134 35 1729
leaf_count=3620913 408267 5099 406 2201 1249 1348 290 30 63 418 4498 64 25 226 23082 365 136 181 82 1484 64 68 53 149 63 874 208 134 35 1729
internal_value=0 -29.7602 -2960.35 -782.421 1111.42 15392.1 36123 78611.4 69716.4 -11507.6 -16809.5 30744 -10431.2 -36113.6 -2156.49 -20404.7 -818.43 5346.93 23368.8 28527.5 116554 -7770.79 55685.3 -9233.86 122779 -49154 -7920.99 98601.5 -118196 7871.29
internal_weight=0 3.66554e+06 44624 38560 32773 6103 1992 644 614 5787 6064 354 4558 1506 26670 1822 24848 4111 1766 1630 146 5369 121 5248 260 1100 1457 197 60 3930
internal_count=4073804 3665537 44624 38560 32773 6103 1992 644 614 5787 6064 354 4558 1506 26670 1822 24848 4111 1766 1630 146 5369 121 5248 260 1100 1457 197 60 3930
is_linear=0
shrinkage=0.1


Tree=1483
num_leaves=31
num_cat=0
split_feature=4 0 6 6 6 1 1 3 0 5 1 0 0 5 5 0 7 6 6 7 4 0 0 5 0 5 1 1 0 3
split_gain=3.28566e+12 1.89181e+13 2.41404e+13 1.82625e+13 4.35982e+13 1.25461e+14 6.09098e+13 4.995e+13 7.10666e+13 5.58172e+13 3.86822e+13 5.10106e+13 3.26013e+13 3.15322e+13 5.50966e+13 5.66518e+13 5.89398e+13 1.17693e+14 5.53742e+13 5.92715e+13 1.33967e+14 8.36661e+13 1.31895e+14 1.04803e+14 9.63092e+13 7.78079e+13 9.35567e+13 1.41848e+14 1.05219e+14 1.07048e+14
threshold=9.5000000000000018 63.565651350000003 94.02500000000002 80.030000000000015 80.720000000000013 30.452677500000004 38.066230450000006 3.5000000000000004 59.933037250000005 2.5000000000000004 30.345769800000003 59.91832440000001 63.565651350000003 3.5000000000000004 2.5000000000000004 43.550475500000012 6.0000000000000009 74.615000000000009 61.425000000000004 6.0000000000000009 7.5000000000000009 59.905532300000012 55.728148450000006 1.5000000000000002 59.91832440000001 1.5000000000000002 30.389265100000003 30.260128500000004 60.028671700000011 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=3 -2 -3 13 5 7 -7 10 -9 -10 -5 -12 -6 14 18 -16 -17 -18 -1 20 21 22 23 -20 -23 -22 27 -27 29 -29
right_child=1 2 -4 4 12 6 -8 8 9 -11 11 -13 -14 -15 15 16 17 -19 19 -21 25 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-107.52450017192791 76.203426820922388 9777.8276463080711 100462.97771565756 17270.460437251073 911.76386729203443 -32067.031343962022 13398.78095296534 48428.670012019233 47748.716068892048 238316.23172487749 10286.490625 212459.35288461542 -25530.299688407704 2677.3601081927386 7595.3445725454121 -1738.3822329063305 13722.357616739695 -7775.3901365569036 -35868.041020364522 -1853.2703317393411 -20075.022999869507 -72019.544864301541 11866.120411701813 -755.62132842845756 -9511.6723140735176 11578.510729227439 9568.3844967584209 89315.396954755211 -113589.40337701613 -26760.181992616763
leaf_weight=1284110 2179918 1364 30 204 126650 380 1312 91 22 51 24 26 468 37780 6966 346083 6849 4054 886 21243 797 268 9634 20957 3071 1232 18586 626 31 91
leaf_count=1284110 2179918 1364 30 204 126650 380 1312 91 22 51 24 26 468 37780 6966 346083 6849 4054 886 21243 797 268 9634 20957 3071 1232 18586 626 31 91
internal_value=0 83.6506 11729.4 -96.4168 1051.06 15307.7 3187.78 64367.5 107388 180885 36590.5 115416 814.414 -180.514 -243.088 -1336.03 -1510.32 5728.97 49.068 2646.29 4347.71 522.518 2119.12 -2179.86 -14528.8 10581.7 11769.8 32434.2 66784.7 74583.3
internal_weight=0 2.18131e+06 1394 1.89249e+06 129228 2110 1692 418 164 73 254 50 127118 1.76326e+06 1.72548e+06 363952 356986 10903 1.36153e+06 77422 56179 34816 31477 21843 3339 21363 20566 1980 748 717
internal_count=4073804 2181312 1394 1892492 129228 2110 1692 418 164 73 254 50 127118 1763264 1725484 363952 356986 10903 1361532 77422 56179 34816 31477 21843 3339 21363 20566 1980 748 717
is_linear=0
shrinkage=0.1


Tree=1484
num_leaves=31
num_cat=0
split_feature=0 5 1 1 0 3 4 6 0 6 1 4 6 3 4 6 6 6 6 1 1 4 6 1 4 6 6 4 3 1
split_gain=3.53598e+12 3.08281e+13 2.98989e+13 7.06988e+13 9.63995e+13 7.06731e+13 6.18237e+13 1.04061e+14 6.15093e+13 5.84651e+13 5.72291e+13 7.07384e+13 5.73122e+13 5.74667e+13 5.06571e+13 5.96987e+13 4.94321e+13 4.64855e+13 4.40409e+13 4.61984e+13 3.86548e+13 7.01798e+13 3.7826e+13 2.81648e+13 3.74935e+13 7.22598e+13 1.02015e+14 2.86965e+13 7.41653e+13 6.24437e+13
threshold=43.687280500000007 3.5000000000000004 43.862029600000007 39.749243900000003 43.550475500000012 5.5000000000000009 6.5000000000000009 103.03500000000001 43.472751400000007 106.49500000000002 43.56803845000001 6.5000000000000009 81.705000000000013 3.5000000000000004 5.5000000000000009 156.15000000000003 128.05000000000004 70.50500000000001 71.715000000000018 39.735861600000007 39.703507450000011 4.5000000000000009 108.05000000000001 39.625203600000013 5.5000000000000009 51.805000000000007 42.875000000000007 20.500000000000004 4.5000000000000009 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 18 17 -4 -7 11 12 -5 16 -6 -16 -14 -8 -3 20 21 -20 -9 24 -1 26 -26 -25 -29 -30
right_child=-2 2 8 4 14 9 7 22 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=-10246.266850385275 14.461447268652263 -169287.55186820653 2303.3412398232522 75021.697929687492 49443.998302914923 27841.421710125811 -37898.355989583331 -143546.27578125001 -118319.72906976746 -54495.362565768504 55429.239727091313 126279.14632352942 -156753.40245715727 37916.712648809531 88007.670656779665 255962.77524857956 -13059.889142628206 125761.35040625001 -211700.855125 -109540.66544682019 4582.7906609141237 13489.202608366937 -4722.7639541122944 -1328.4391465345607 32828.339815848216 -34577.449687500004 317061.31638926634 64779.252109288966 36535.706087495681 -7896.2462285190722
leaf_weight=73 3977958 23 2506 40 119 154 21 22 43 196 494 34 62 42 59 33 39 100 25 57 259 31 182 89291 28 30 23 227 429 1204
leaf_count=73 3977958 23 2506 40 119 154 21 22 43 196 494 34 62 42 59 33 39 100 25 57 259 31 182 89291 28 30 23 227 429 1204
internal_value=0 -600.203 7441.69 16620.6 30794.3 18517.8 -8419.63 23885.3 268.507 -18267.2 36625.7 -6180.58 -30790.6 -60388.4 92526.4 148252 -101268 97357.6 -34999.6 -26696.9 -11706.1 -87042.1 -19693.9 -1000.16 41729.2 88571.4 161012 -1072.35 11221.3 3776.32
internal_weight=0 95846 4541 1992 1272 1061 720 325 2549 350 711 217 183 143 211 92 101 121 395 372 315 56 204 91305 154 81 51 91151 1860 1633
internal_count=4073804 95846 4541 1992 1272 1061 720 325 2549 350 711 217 183 143 211 92 101 121 395 372 315 56 204 91305 154 81 51 91151 1860 1633
is_linear=0
shrinkage=0.1


Tree=1485
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 5 2 2 0 1 0 0 0 2 3 6 6 1 0 5 4 1 1 1 6 1 5 0 0 6
split_gain=3.16764e+12 1.0056e+13 9.64424e+12 1.34248e+13 1.17644e+13 1.61546e+13 1.24045e+13 1.49028e+13 1.13105e+13 1.52976e+13 1.1476e+13 1.50728e+13 1.55543e+13 1.07605e+13 1.06999e+13 1.02595e+13 1.01922e+13 2.34133e+13 1.39359e+13 1.59368e+13 1.0073e+13 9.66198e+12 9.63224e+12 9.23634e+12 9.94624e+12 9.02036e+12 8.51902e+12 8.8581e+12 1.47366e+13 1.44844e+13
threshold=2.5000000000000004 47.245981600000007 51.768991500000006 36.555998300000006 52.516286950000008 5.5000000000000009 7029.0000000000009 5325.0000000000009 52.960348700000004 52.061190950000004 53.356310450000002 53.506098950000009 54.188398350000007 2764.0000000000005 2.5000000000000004 62.375000000000007 247.90000000000001 82.963919600000011 55.183288250000011 2.5000000000000004 1.5000000000000002 56.805602900000004 40.965343750000009 83.754481100000007 61.805000000000007 53.67029225000001 3.5000000000000004 57.634352600000007 57.60122925000001 130.05000000000004
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 8 7 21 9 -6 13 23 22 -10 16 -8 26 18 -18 -20 -9 25 -13 24 -12 -4 27 28 -14 -29
right_child=-2 2 4 -5 5 -7 15 20 10 -11 11 12 14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1059.2612421262945 -14.83757302014949 -34540.547414981622 -30775.633393807249 5481.4682059678307 -21928.833863863034 -59553.39598721591 -16933.510374462094 -7549.4461051247335 16117.524087149639 12608.325218672006 11309.158406126004 -39823.326031345277 1420.3241069307387 -6389.4310975245016 57363.965439919863 4598.0161192316309 -65957.888046874999 118768.70022786458 -6031.8379524230959 91177.652373798075 12179.117752166605 -86244.389707880444 -5081.9366725120826 -1824.283304792626 35531.650819614959 24816.915176626353 8711.8405898074761 -1330.6024782217505 19097.605084709361 -86505.451318359381
leaf_weight=29547 3961637 85 116 5999 141 44 1070 396 228 1418 697 82 50908 3109 34 279 20 24 48 26 747 23 2982 353 224 39 1474 11558 476 20
leaf_count=29547 3961637 85 116 5999 141 44 1070 396 228 1418 697 82 50908 3109 34 279 20 24 48 26 747 23 2982 353 224 39 1474 11558 476 20
internal_value=0 524.05 1090.28 4922.32 785.665 1021.38 -5735.4 1152.53 1057.48 9484.7 875.675 1152.96 950.028 -4851.65 1280.29 -12480.4 1250.75 30613.4 8105.67 28122.8 5344.02 -25762.6 -6011.7 11929 17200.4 -16787.8 1196.98 1021.05 1584.08 -1477.73
internal_weight=0 112167 82620 6084 76536 73866 2670 1321 73822 1559 72263 68926 67652 3337 64588 1349 64554 118 94 74 1143 178 3064 1274 921 155 64436 62962 51384 11578
internal_count=4073804 112167 82620 6084 76536 73866 2670 1321 73822 1559 72263 68926 67652 3337 64588 1349 64554 118 94 74 1143 178 3064 1274 921 155 64436 62962 51384 11578
is_linear=0
shrinkage=0.1


Tree=1486
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 4 1 0 0 5 6 4 4 4 0 6 1 3 6 6 4 1 6 0 2 1 0 0 6 6
split_gain=3.16215e+12 1.62167e+13 1.24879e+13 2.47088e+13 9.44774e+13 2.13329e+13 2.71072e+13 1.53091e+13 2.53002e+13 2.71403e+13 1.30336e+13 1.72882e+13 4.79151e+13 3.96665e+13 4.88095e+13 3.49876e+13 2.56299e+13 2.86507e+13 2.49462e+13 3.18444e+13 6.33783e+13 2.8275e+13 2.87241e+13 2.25591e+13 2.0256e+13 1.95154e+13 3.26408e+13 1.77008e+13 2.12747e+13 1.71897e+13
threshold=91.292296250000007 85.020000000000024 81.705000000000013 20.500000000000004 19.500000000000004 6.5000000000000009 92.90968070000001 52.02416370000001 52.516286950000008 3.5000000000000004 46.010000000000012 15.500000000000002 10.500000000000002 16.500000000000004 56.020150250000007 70.50500000000001 92.791023150000015 4.5000000000000009 74.015000000000015 75.010000000000005 14.500000000000002 92.865667950000017 78.605000000000004 56.020150250000007 9236.5000000000018 92.865667950000017 56.067362750000008 52.07762420000001 64.805000000000021 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 10 4 5 6 -4 -7 9 -9 -2 12 29 14 16 24 -13 -18 23 20 -20 22 -21 -14 27 -25 -27 28 -15 -12
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 11 13 18 15 -16 -17 17 -19 19 21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-16.763803249044024 -718.94884355574629 4807.4328477366362 46136.736427869298 45121.847864729643 -201922.93087500002 -55304.196579527241 -2344.8513021429217 34401.462668282642 -15580.444602949632 -30109.468429432745 4249.6053157460638 71768.201030910335 1051.2059337884359 75268.754537140383 612.0880857024016 16584.534315396155 -3292.3099677438449 29943.119393504967 -22731.383355263159 -98538.105525143052 -163710.84959309897 -1253.4956727685119 -714.16975285456738 -32616.014338082194 -38859.352234800172 13781.606241624373 -22774.988593928443 -1990.272450084947 -24857.511767578126 301.80527553154644
leaf_weight=3931467 61950 8103 152 89 25 78 478 224 1464 92 15126 115 1734 63 1350 1194 330 1212 95 71 48 341 52 469 147 411 602 5564 32 40726
leaf_count=3931467 61950 8103 152 89 25 78 478 224 1464 92 15126 115 1734 63 1350 1194 330 1212 95 71 48 341 52 469 147 411 602 5564 32 40726
internal_value=0 463.03 200.782 -6659.46 -8493.34 -6549.72 9352.29 -11941.7 -10041.5 15619.8 336.39 1274.63 629.611 5121.06 14727.1 994.603 26226.9 22830.5 -10201.1 -28794.7 -70053.2 -16079.3 -57181.6 -6691.67 -2211.46 -15751.2 -7943.04 -1259.48 41542 1370.96
internal_weight=0 142337 134234 2602 2513 2488 630 1858 1780 316 131632 69682 59675 10007 3007 7000 1657 1542 3823 607 143 464 123 3216 5806 1482 1013 5659 95 55852
internal_count=4073804 142337 134234 2602 2513 2488 630 1858 1780 316 131632 69682 59675 10007 3007 7000 1657 1542 3823 607 143 464 123 3216 5806 1482 1013 5659 95 55852
is_linear=0
shrinkage=0.1


Tree=1487
num_leaves=31
num_cat=0
split_feature=6 1 6 1 0 1 5 4 4 0 4 0 4 6 0 0 4 3 6 3 1 1 1 0 3 4 4 3 0 0
split_gain=3.36572e+12 1.83088e+13 4.03416e+13 5.28166e+13 6.04545e+13 4.25954e+13 4.15228e+13 6.45782e+13 5.00367e+13 4.94853e+13 4.00356e+13 3.89518e+13 3.83284e+13 3.2983e+13 5.36744e+13 8.86764e+13 6.17902e+13 4.58067e+13 4.69262e+13 3.79232e+13 3.7807e+13 6.60325e+13 3.98154e+13 5.65525e+13 4.14139e+13 3.67354e+13 3.9665e+13 3.64831e+13 4.66521e+13 6.70113e+13
threshold=88.00500000000001 37.804148700000006 91.02500000000002 37.858952300000006 55.649510000000014 37.843405600000004 3.5000000000000004 11.500000000000002 8.5000000000000018 56.006509350000009 16.500000000000004 55.390026600000006 30.500000000000004 89.00500000000001 55.897267000000006 55.858844800000007 18.500000000000004 21.500000000000004 88.825000000000003 19.500000000000004 30.389265100000003 30.370944000000005 30.452677500000004 59.950512650000007 4.5000000000000009 13.500000000000002 11.500000000000002 6.5000000000000009 59.856552950000008 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 11 7 8 -6 -9 -8 -4 -3 14 15 16 25 18 19 -17 21 27 23 24 -22 26 -2 28 -16 -30
right_child=1 2 3 -5 6 -7 10 9 -10 -11 -12 -13 -14 -15 20 17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=22.216611003645067 6441.022652482161 -4746.5661134186657 -94262.418914794922 -83.879567321333681 -34877.411683238635 -149980.43822166315 -15127.95878736904 -49206.421948063988 127239.54523220487 29326.458210137553 57686.36703955807 83637.320830078126 85641.265834857055 459.19427528221951 61877.292337436869 -22597.162607002261 43302.451819471375 -151523.28573069852 -79783.775484121812 83257.767628205125 42981.121793619794 -108533.40966145834 23669.994204583596 1211.5073051948052 144642.3794385723 -18767.963765308752 83802.393137668929 36118.11536390517 -77115.52552923387 7304.7827040488446
leaf_weight=3844148 635 25584 32 137259 33 59 173 548 45 94 134 20 47 61504 99 256 411 34 135 39 66 45 547 77 102 623 74 468 124 389
leaf_count=3844148 635 25584 32 137259 33 59 173 548 45 94 134 20 47 61504 99 256 411 34 135 39 66 45 547 77 102 623 74 468 124 389
internal_value=0 -371.878 -936.654 -261.758 -21716.4 -91824.3 -14139 -27268.9 58651.6 -37707.8 16654.2 -25839.4 -4580.82 1039.7 9697.21 -935.265 9406.94 -39785.4 -30950.3 -8602.78 21938.1 10155 38675.6 72177.8 104704 -1051.81 14515.4 15100.3 -972.08 -13100.9
internal_weight=0 229656 164028 138397 1138 111 1027 720 78 642 307 52 25631 65628 4124 2207 1743 464 430 295 1917 1125 792 245 168 1332 709 1080 612 513
internal_count=4073804 229656 164028 138397 1138 111 1027 720 78 642 307 52 25631 65628 4124 2207 1743 464 430 295 1917 1125 792 245 168 1332 709 1080 612 513
is_linear=0
shrinkage=0.1


Tree=1488
num_leaves=31
num_cat=0
split_feature=6 0 1 0 6 3 3 1 3 6 4 4 6 6 6 6 7 6 6 6 4 3 2 6 4 6 6 1 1 0
split_gain=3.02117e+12 1.2192e+13 1.68114e+13 1.55515e+13 2.7047e+13 5.09559e+13 1.72916e+13 1.69239e+13 1.96658e+13 1.64452e+13 2.7421e+13 4.59147e+13 3.73507e+13 2.23312e+13 2.64145e+13 3.05974e+13 1.49913e+13 2.03004e+13 1.75938e+13 1.48176e+13 1.44484e+13 2.30013e+13 4.8472e+13 3.85906e+13 5.07552e+13 1.03675e+14 4.03896e+13 3.26841e+13 8.76296e+13 4.24495e+13
threshold=102.04000000000001 43.051287600000009 44.628646350000004 42.965693300000005 104.01000000000001 4.5000000000000009 2.5000000000000004 47.504912950000005 6.5000000000000009 110.01500000000001 7.5000000000000009 9.5000000000000018 134.05000000000004 156.15000000000003 138.05000000000004 125.02000000000002 6.0000000000000009 168.45000000000002 128.05000000000004 103.03500000000001 2.5000000000000004 1.5000000000000002 2851.5000000000005 122.65000000000002 11.500000000000002 168.45000000000002 138.05000000000004 39.908802000000009 39.843340650000009 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 12 -12 -11 14 15 -13 -10 18 -18 -7 -3 22 23 -22 27 26 -26 28 -25 -29
right_child=1 20 3 7 -6 19 -8 9 16 10 11 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=14.163636489615696 -66718.243261718759 6798.4086666855455 62803.945632102274 15216.948047179872 -5159.0538705585523 -53358.278835720492 185542.21715494792 71734.540544433592 10771.722316261576 -853.47220537739418 -118544.21984592016 -2628.4506310096153 152009.26742424243 108872.64803124999 -53304.3324765625 105853.02195512821 -20097.555771683677 43622.529732142859 -84355.996448567719 38696.679365808828 -6309.1076807933878 -523.8950517485415 -14699.823361542534 29009.8093713009 73366.230671875004 -202215.73869791668 -53114.840123314949 47311.016023936172 223224.51715901695 -79601.227170410159
leaf_weight=3966508 32 2498 22 1001 1405 36 24 80 189 31 27 78 33 25 50 39 147 35 60 34 1548 95495 3419 726 50 30 51 47 24 60
leaf_count=3966508 32 2498 22 1001 1405 36 24 80 189 31 27 78 33 25 50 39 147 35 60 34 1548 95495 3419 726 50 30 51 47 24 60
internal_value=0 -523.6 5416.04 6112.15 -1327.4 45081.8 126841 12416.1 7527.31 31701.8 20385.2 3557.78 77966.4 20728.4 7533.13 33532 -10331.9 -26813.7 -38723.2 -8645.87 -714.906 -899.907 -6929.67 3545.95 18986.9 -38984.9 9499.55 27848.4 35224.7 -23854.7
internal_weight=0 107296 3348 3316 1521 116 46 1795 1432 363 283 219 64 192 167 117 431 242 207 70 103948 101450 5955 2536 988 131 101 857 750 107
internal_count=4073804 107296 3348 3316 1521 116 46 1795 1432 363 283 219 64 192 167 117 431 242 207 70 103948 101450 5955 2536 988 131 101 857 750 107
is_linear=0
shrinkage=0.1


Tree=1489
num_leaves=31
num_cat=0
split_feature=0 5 6 4 1 5 0 6 1 1 1 4 3 6 3 4 1 0 6 4 6 6 1 3 0 1 1 6 6 7
split_gain=2.92602e+12 2.46861e+13 3.72073e+13 6.14414e+13 1.73438e+14 4.86541e+13 7.86835e+13 6.79982e+13 1.00652e+14 6.46502e+13 5.93266e+13 1.44905e+14 9.64354e+13 1.27094e+14 7.10418e+13 6.14598e+13 5.46538e+13 5.31385e+13 8.90244e+13 5.96547e+13 4.89088e+13 4.78211e+13 6.86695e+13 5.39005e+13 4.56454e+13 5.36027e+13 8.21122e+13 4.5166e+13 6.17807e+13 5.05337e+13
threshold=43.687280500000007 2.5000000000000004 54.710000000000008 3.5000000000000004 39.723160900000003 1.5000000000000002 43.6005307 34.905000000000008 39.939672500000007 39.718675700000013 43.047633000000012 11.500000000000002 2.5000000000000004 38.205000000000005 8.5000000000000018 6.5000000000000009 39.625203600000013 43.6005307 38.405000000000008 3.5000000000000004 51.015000000000008 30.025000000000002 40.965343750000009 2.5000000000000004 43.472751400000007 39.749243900000003 39.777866350000004 51.015000000000008 53.995000000000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 21 20 -7 11 15 -13 -14 -15 17 -8 19 -19 -10 -9 23 -23 -1 -6 -26 -27 -18 29 -29
right_child=-2 -3 3 -5 24 6 16 8 10 -11 -12 12 13 14 -16 -17 27 18 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-12536.284309382616 13.155141867017329 2135.9080521375254 96107.904322801449 -6057.7105375085266 16918.835468063487 114621.5873325893 102730.80886008524 -17252.717550156507 -57034.908241595644 6973.581174332583 -2837.4880662015262 277317.49670138891 217181.8631625089 -29012.220018382355 152247.32370689657 -60546.773977010758 -14199.351389184763 -18817.590870576747 132785.25236721462 18959.74537602796 33542.48165264423 17962.147474702993 -5809.2392461987265 5389.735159111674 34380.640441313248 -167033.34457908163 -25322.440020875507 22184.132069925745 -34225.764685179456 141762.59331825658
leaf_weight=2996 3977958 25272 226 21584 577 56 44 6792 132 14894 8309 27 44 85 29 122 3398 68 90 475 195 3653 1821 3811 105 49 247 505 202 38
leaf_count=2996 3977958 25272 226 21584 577 56 44 6792 132 14894 8309 27 44 85 29 122 3398 68 90 475 195 3653 1821 3811 105 49 247 505 202 38
internal_value=0 -545.986 -1506.35 -4831.33 17153.9 79.2514 3983.41 -2528.65 -6748.66 7376.81 18.9384 22158.9 102663 72817.3 17097.7 5368.25 -8133 15880.2 67538.5 2433.73 -15835.1 3095.73 10054.3 -2500.14 -1091.15 -27005.8 -48781.3 -9310.41 12988.4 30552.4
internal_weight=0 95846 70574 22788 1204 47786 19137 28649 16368 14950 9381 1072 185 158 114 887 4187 765 158 607 6987 12281 5474 6807 978 401 296 4143 745 543
internal_count=4073804 95846 70574 22788 1204 47786 19137 28649 16368 14950 9381 1072 185 158 114 887 4187 765 158 607 6987 12281 5474 6807 978 401 296 4143 745 543
is_linear=0
shrinkage=0.1


Tree=1490
num_leaves=31
num_cat=0
split_feature=4 5 1 1 6 0 6 6 7 6 1 1 1 0 1 0 0 4 6 4 0 3 6 2 4 6 6 1 0 4
split_gain=2.92634e+12 1.91806e+13 4.76255e+13 1.30137e+14 5.68053e+13 4.84712e+13 6.08584e+13 6.63265e+13 1.21595e+14 7.99624e+13 6.24503e+13 9.99341e+13 8.53693e+13 6.01962e+13 6.57435e+13 6.84514e+13 5.84767e+13 5.31526e+13 6.4568e+13 9.95589e+13 5.6784e+13 5.90856e+13 8.797e+13 5.1888e+13 4.51119e+13 4.16609e+13 3.9905e+13 5.80804e+13 6.6941e+13 5.12024e+13
threshold=9.5000000000000018 1.5000000000000002 37.978059650000013 37.71815560000001 69.605000000000004 43.6005307 37.005000000000003 59.815000000000005 6.0000000000000009 247.90000000000001 39.069277450000008 38.965413050000002 49.195555600000006 51.567244500000008 44.064675150000006 56.342669500000007 56.324067350000007 5.5000000000000009 95.045000000000016 8.5000000000000018 57.100506200000005 2.5000000000000004 72.50500000000001 5972.5000000000009 8.5000000000000018 38.010000000000012 40.490000000000002 40.024897700000004 43.687280500000007 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 -4 -7 10 9 17 11 -8 26 -10 15 16 -15 20 -19 -20 21 -9 -23 -24 -13 -3 -12 -28 -29 -30
right_child=-2 25 5 4 -6 6 7 8 13 -11 12 24 -14 14 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=135.77070801074518 78.944219519214229 -3836.2093684478932 -4545.0586615314587 -7804.9315827686214 -130166.99921361019 316.90696587132192 5434.907514510398 -26334.617013105257 -21354.365279923626 32587.612437107251 4536.1558244974876 -7314.7805650160008 1611.9855321659029 104904.26684027778 18573.975845004858 2126.3811545138888 270384.53199084051 -2257.2284429079614 12259.092122395834 -193616.29460767665 5411.6406078622858 -40184.468058155209 -105987.6785741018 -263236.15572916664 6409.4030429105351 -224.6160882944441 4653.7524743191916 95500.452356196387 -5129.9080007643352 16125.775135030279
leaf_weight=108864 2181312 32801 16470 23966 38 367047 16181 635 134 276 19894 16088 45168 81 193 45 29 1139 48 46 255 324 167 24 2814 1216400 9588 102 1247 12428
leaf_count=108864 2181312 32801 16470 23966 38 367047 16181 635 134 276 19894 16088 45168 81 193 45 29 1139 48 46 255 324 167 24 2814 1216400 9588 102 1247 12428
internal_value=0 -90.9922 352.644 -1333.8 -7998.64 791.64 969.583 2857.3 -10929.7 -18625.5 3236.39 -333.549 4652.74 35596.2 57525.5 106026 148531 -23983.6 -8831.22 -88488.4 -37281.1 -46747.7 -71917.2 -125747 -5271.62 -319.448 7827.68 10630.2 14789.5 14187.5
internal_weight=0 1.89249e+06 643291 132868 24004 510423 493953 126906 3396 2914 123510 35083 88427 482 348 155 110 2638 1233 94 1405 1150 515 191 18902 1.2492e+06 43259 23365 13777 13675
internal_count=4073804 1892492 643291 132868 24004 510423 493953 126906 3396 2914 123510 35083 88427 482 348 155 110 2638 1233 94 1405 1150 515 191 18902 1249201 43259 23365 13777 13675
is_linear=0
shrinkage=0.1


Tree=1491
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 4 6 1 6 2 1 4 1 6 1 1 6 4 6 1 4 6 4 6 3 1 4 4
split_gain=3.39824e+12 2.57901e+13 5.61486e+13 5.53127e+13 5.56815e+13 8.79434e+13 3.3183e+14 1.90213e+14 6.42055e+13 5.03253e+13 9.26075e+13 7.04127e+13 5.40039e+13 4.14289e+13 8.35018e+13 7.86029e+13 4.61137e+13 5.76783e+13 5.18569e+13 4.02649e+13 4.41414e+13 3.93518e+13 5.14118e+13 4.34022e+13 3.7026e+13 5.33445e+13 3.60331e+13 3.63808e+13 8.15138e+13 6.59254e+13
threshold=47.245981600000007 46.323575350000006 45.177967300000006 37.702956500000006 39.178027400000005 39.652459050000012 39.625203600000013 3.5000000000000004 49.895000000000003 38.430814800000007 90.045000000000016 3191.5000000000005 38.247071200000008 24.500000000000004 39.703507450000011 91.02500000000002 39.735861600000007 39.366401150000009 75.010000000000005 5.5000000000000009 85.020000000000024 47.899251850000006 12.500000000000002 108.05000000000001 8.5000000000000018 65.805000000000021 16.500000000000004 39.652459050000012 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 -1 -4 -5 6 -6 -8 -9 10 12 -11 -3 16 15 -15 17 19 -19 -13 -21 -18 -23 -24 25 -10 27 29 -29 -20
right_child=-2 9 3 4 5 -7 7 8 24 11 -12 13 -14 14 -16 -17 21 18 26 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=117.63985021076866 -41.450173193222973 -80132.26455222955 11325.782869971179 -15934.037751569596 -1066.3611319719973 -6944.0033412071225 -2984.694372928504 130776.35788352274 136228.33911290322 -32158.438101307882 -47951.71759907958 -69.165078902497314 16165.95719160443 -11865.909695877222 9199.943941795631 -137874.455640625 -2752.2414616481087 3199.9027346540588 46468.658727155416 -16858.37824210402 -89437.591210937506 4586.6355528558561 66388.638339686877 -74420.773291015634 375068.57542613638 339834.41660156252 -20465.605161625866 -5531.4306189854269 28087.394929037804 -5191.6430294298416
leaf_weight=580277 3378038 59 1698 5316 1082 8323 66 66 31 629 247 2264 4495 4988 2513 50 21871 52914 294 1433 89 919 249 24 22 22 307 947 3025 1546
leaf_count=580277 3378038 59 1698 5316 1082 8323 66 66 31 629 247 2264 4495 4988 2513 50 21871 52914 294 1433 89 919 249 24 22 22 307 947 3025 1546
internal_value=0 201.246 -46.5302 -5776.36 -7721.66 -3179.73 21126 137127 202711 1697.24 11683.8 1187.52 14918.4 1412 -5689.5 -13116.5 2036.39 3440.42 4207.79 -8524.72 -21102.5 -1787.91 15905.9 54009.8 266013 220744 12923.5 14687.1 20072 3062.77
internal_weight=0 695766 596903 16626 14928 9612 1289 207 141 98863 4801 94062 4554 93433 7551 5038 85882 62819 59033 3786 1522 23063 1192 273 75 53 6119 5812 3972 1840
internal_count=4073804 695766 596903 16626 14928 9612 1289 207 141 98863 4801 94062 4554 93433 7551 5038 85882 62819 59033 3786 1522 23063 1192 273 75 53 6119 5812 3972 1840
is_linear=0
shrinkage=0.1


Tree=1492
num_leaves=31
num_cat=0
split_feature=4 5 6 6 6 0 1 0 0 2 0 1 6 6 0 0 1 1 6 2 0 1 1 0 1 6 5 6 0 1
split_gain=3.16375e+12 8.70082e+12 1.4745e+13 1.53814e+13 1.67659e+13 2.10339e+13 2.0498e+13 1.23421e+13 2.08483e+13 1.10872e+13 1.75854e+13 9.48486e+12 1.41009e+13 2.72174e+13 2.88215e+13 2.86141e+13 1.28249e+13 1.21714e+13 1.03122e+13 1.62356e+13 5.55271e+13 2.03784e+13 1.55429e+13 1.74117e+13 1.36061e+13 1.45369e+13 1.32621e+13 1.66123e+13 1.4096e+13 4.48393e+13
threshold=2.5000000000000004 1.5000000000000002 33.805000000000007 78.605000000000004 57.995000000000012 57.174562350000009 60.770858000000011 45.00849250000001 45.059854000000009 8299.5000000000018 55.193450100000007 28.601854300000003 55.015000000000008 63.140000000000008 55.026775150000006 54.707511300000007 38.247071200000008 20.507515800000004 49.485000000000007 75.000000000000014 55.737027400000009 37.534144550000008 37.729575300000008 56.685611200000004 37.631035900000008 60.005000000000003 4.5000000000000009 142.05000000000004 55.649510000000014 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -9 -10 -11 12 17 14 15 -14 18 -3 19 20 21 -13 24 -24 25 -20 28 -28 -27 -30
right_child=-2 11 3 -5 5 -7 -8 8 9 10 -12 16 13 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=9530.0466805517299 -14.828478334293843 -56476.117915962837 -4118.6739138709154 30294.534174649682 -67147.967380558897 39194.789555921052 -6402.8232361469072 -13127.882523769988 1926.3632032174578 -19.976513642948387 -19027.230756632485 -25970.541291852682 23460.104983836209 3945.1955096435545 -11027.627868652344 149270.23626302084 1433.5658325775373 6780.0704806857648 -10046.39851139894 1578.7748309781564 -139806.5294642857 98634.333035714284 -11412.681768939292 -89511.567672413803 19870.048543678979 -5418.9727072280757 -68871.818101283483 18950.923437500001 4046.1871826878846 64921.064450273727
leaf_weight=1423 3961637 37 8435 126 130 38 97 1156 13162 1688 684 35 29 160 32 48 72989 171 1710 5656 35 21 1825 29 275 912 56 35 1036 137
leaf_count=1423 3961637 37 8435 126 130 38 97 1156 13162 1688 684 35 29 160 32 48 72989 171 1710 5656 35 21 1825 29 275 912 56 35 1036 137
internal_value=0 523.728 -1042.84 -4394.38 -4896.77 -29663.8 -41190.8 590.287 -171.922 792.226 -5500.99 1018.89 15080.6 30199.5 68737.9 101887 939.748 -4472.23 -2124.64 904.589 -40998.6 20756.3 -5018.9 -12634.3 -1625.74 -3146.92 2275 -35093.8 3905.96 11156
internal_weight=0 112167 26939 8826 8700 265 227 18113 16690 15534 2372 85228 477 269 109 77 84751 208 11762 5747 91 56 6015 1854 4161 3886 2176 91 2085 1173
internal_count=4073804 112167 26939 8826 8700 265 227 18113 16690 15534 2372 85228 477 269 109 77 84751 208 11762 5747 91 56 6015 1854 4161 3886 2176 91 2085 1173
is_linear=0
shrinkage=0.1


Tree=1493
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 1 1 0 1 7 1 0 1 1 4 0 0 6 0 3 3 6 0 7 3 0 0 0 0 4
split_gain=2.97517e+12 1.22447e+13 4.76428e+13 3.77056e+13 3.7959e+13 3.75901e+13 3.88602e+13 3.4199e+13 4.57275e+13 3.99712e+13 3.89498e+13 3.326e+13 3.13944e+13 8.03664e+13 6.01656e+13 5.80173e+13 3.80121e+14 3.15788e+14 1.27582e+14 1.26333e+14 1.32674e+14 1.20219e+14 1.11707e+14 9.68805e+13 6.42858e+13 7.60283e+13 4.55422e+13 4.36072e+13 5.61434e+13 5.1124e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 23.500000000000004 38.205000000000005 37.343102500000008 37.46219940000001 59.905532300000012 30.410676000000006 6.0000000000000009 30.438492500000006 56.342669500000007 37.586700500000006 37.600779750000008 31.500000000000004 55.79439725000001 55.737027400000009 36.005000000000003 55.768246800000007 8.5000000000000018 6.5000000000000009 39.505000000000003 55.775215600000003 6.0000000000000009 2.5000000000000004 55.775215600000003 55.801384500000005 55.834019500000004 56.067362750000008 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 -3 7 -1 11 9 -9 -5 -10 -7 14 15 27 16 -14 19 -19 20 24 22 -20 -17 -18 -26 -25 29 -29 -8
right_child=-2 2 -4 4 -6 6 12 8 10 -11 -12 -13 13 -15 -16 23 17 18 21 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-1860.7641193455781 -58.670042823402675 4746.4703368815926 -821.57480548548892 -11506.749120487384 -15003.647534564363 4420.5305270669678 3805.6109403844744 5481.4232094860563 -21493.763235589067 20364.979332918738 10200.882702864235 -43451.468847656251 10637.397897978008 151.3105037450197 16668.563099365358 30255.213412022935 147459.93623453777 435826.09218750003 449052.74843750003 237575.15161830361 -208827.67714843751 46495.384072580644 129056.04174804688 -87302.853379564607 -112790.01794577207 111976.31580222801 -12837.261595946866 5955.6793966179048 -12292.168775558117 -7855.0277890631496
leaf_weight=96310 2768799 40004 56246 536 1904 24377 4579 2537 1692 1480 503 146 2841 1037282 1530 627 42 32 24 28 24 31 20 89 34 27 1064 7827 2149 21020
leaf_count=96310 2768799 40004 56246 536 1904 24377 4579 2537 1692 1480 503 146 2841 1037282 1530 627 42 32 24 28 24 31 20 89 34 27 1064 7827 2149 21020
internal_value=0 124.479 1160.54 3451.85 -2534.03 33.9158 199.234 984.369 -3662.31 11891.1 -14230.7 4135.52 109.794 211.561 -2748.54 13010.5 21266.2 136520 268656 45303.6 2913.02 197330 303600 -1381.34 52250.7 -13303.3 -18585.3 -3583.63 2024.78 -5769.24
internal_weight=0 1.305e+06 104902 48656 8652 1.2001e+06 1.10379e+06 6748 4732 2016 2195 24523 1.07927e+06 1.04216e+06 37105 4883 3103 262 107 155 127 75 44 1780 103 61 1153 35575 9976 25599
internal_count=4073804 1305005 104902 48656 8652 1200103 1103793 6748 4732 2016 2195 24523 1079270 1042165 37105 4883 3103 262 107 155 127 75 44 1780 103 61 1153 35575 9976 25599
is_linear=0
shrinkage=0.1


Tree=1494
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 6 3 6 5 4 1 4 1 6 7 1 4 1 6 4 5 3 4 6 5 4 6 1
split_gain=2.98585e+12 5.88388e+13 6.1112e+13 5.28574e+14 1.50417e+14 1.37997e+14 9.61641e+14 2.15487e+14 1.26017e+14 1.57354e+14 1.05982e+14 1.40366e+14 7.44942e+13 9.48799e+13 7.30779e+13 9.50516e+13 7.15698e+13 1.59651e+14 2.00597e+14 1.56595e+14 1.40864e+14 1.30354e+14 2.03661e+14 1.09857e+14 1.0088e+14 1.66367e+14 1.16502e+14 1.12882e+14 1.10142e+14 9.87696e+13
threshold=55.768246800000007 55.783232450000007 37.729575300000008 37.563506350000004 37.534144550000008 38.109452700000006 38.166910000000009 57.410000000000004 19.500000000000004 61.025000000000006 2.5000000000000004 13.500000000000002 37.503969450000007 13.500000000000002 37.475446350000006 59.505000000000003 6.0000000000000009 37.631035900000008 16.500000000000004 37.586700500000006 68.515000000000015 7.5000000000000009 1.5000000000000002 3.5000000000000004 7.5000000000000009 56.805000000000007 1.5000000000000002 6.5000000000000009 36.605000000000011 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 9 14 11 -11 -12 -14 -2 -16 17 18 19 24 21 22 -21 -22 25 27 28 -5 -26 -18
right_child=1 -3 5 16 -6 6 -8 -9 -10 10 12 -13 13 -15 15 -17 29 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=66.108949535540305 -10969.918790332347 -20.533501198995079 -27805.266312248481 81416.570086749198 -62959.301391510635 177902.67297163166 -6460.7903875512575 456327.63411458331 29271.493323880244 -9996.9810945176596 5986.9158033831663 69680.680328345392 71654.842313058034 -69992.189126426296 -33355.635069627948 -156194.02106971154 -13582.420985753677 12072.043864289706 -187399.51975806453 -74504.778323102684 99922.333828125003 168097.90517956371 139798.40367058371 -193668.02950721156 -13870.282923177083 -56134.057755681817 37632.507447601645 283682.80521438958 -233244.53665540542 110188.29467608848
leaf_weight=2552056 2161 1490295 2895 77 537 122 17726 36 802 388 886 514 56 304 2040 65 85 1554 31 70 25 284 121 26 60 55 186 43 37 267
leaf_count=2552056 2161 1490295 2895 77 537 122 17726 36 802 388 886 514 56 304 2040 65 85 1554 31 70 25 284 121 26 60 55 186 43 37 267
internal_value=0 -110.868 -4391.08 1759 -11900 -7550.33 -4271.53 241341 -8100.31 -12773.2 9300.04 35406.9 -9599.15 -47958.2 -23887.5 -37148.7 38013.2 32219.1 63064.9 70955.5 108180 125137 61258 -49751.2 28204 87886.1 -8701.83 153895 -97549.1 80300.5
internal_weight=0 1.52175e+06 31453 10674 7753 20779 17884 158 7216 6414 2148 902 1246 360 4266 2105 2921 2569 1015 984 526 475 191 51 458 175 283 120 97 352
internal_count=4073804 1521748 31453 10674 7753 20779 17884 158 7216 6414 2148 902 1246 360 4266 2105 2921 2569 1015 984 526 475 191 51 458 175 283 120 97 352
is_linear=0
shrinkage=0.1


Tree=1495
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 6 1 0 1 4 6 7 4 4 6 6 6 4 2 6 1 1 0 6 4 0 4 4 1 1
split_gain=2.86252e+12 1.38041e+13 4.19689e+13 3.3079e+13 3.42854e+13 4.1921e+13 2.51722e+13 2.25493e+13 5.01113e+13 2.54109e+13 2.61476e+13 2.31124e+13 2.19857e+13 2.1242e+13 2.42379e+13 2.08593e+13 1.90381e+13 1.87954e+13 2.7445e+13 2.62133e+13 1.83629e+13 9.91325e+13 3.18466e+13 2.87402e+13 3.0352e+13 2.2627e+13 1.90549e+13 1.82521e+13 1.80318e+13 1.74862e+13
threshold=60.753246850000004 39.749243900000003 39.843340650000009 61.686687400000004 34.382014200000008 76.605000000000004 33.882313700000005 63.565651350000003 33.882313700000005 9.5000000000000018 138.05000000000004 6.0000000000000009 5.5000000000000009 16.500000000000004 78.605000000000004 50.010000000000012 63.855000000000011 7.5000000000000009 4311.5000000000009 88.00500000000001 54.62357655000001 56.805602900000004 63.565651350000003 68.515000000000015 3.5000000000000004 61.78914120000001 6.5000000000000009 3.5000000000000004 65.64204770000002 30.624707450000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -6 15 9 -9 10 29 13 -3 -11 -15 27 -10 18 19 28 22 -22 26 -24 -25 -23 -20 -2 -4 -5
right_child=1 2 17 4 5 -7 -8 8 16 11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 21 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.9569716574904898 28446.953802272255 67556.612763595578 -42530.640412703804 -64800.275868055556 -6684.3081490020968 -57123.989533846645 -52032.289421280577 2168.9743674318947 -31959.780656036881 -23531.299334654588 86807.810429186706 8289.6314273383032 18127.529957797113 -2279.5548063002693 93455.701619203639 -29303.676307772606 -100257.91961033034 3906.0380570531825 -1171.1950349157059 51021.932387274945 -72403.700306080005 -65280.052481130828 8231.5121750741637 -33351.451318359374 68765.942285477489 -3087.9177288255496 -41594.815323548399 -11151.275725980171 9666.4486414274561 5015.4937859495149
leaf_weight=4017125 168 128 69 36 3465 173 184 961 362 883 39 558 303 180 31 388 46 16956 9902 151 216 59 1908 36 152 6902 118 379 1621 10305
leaf_count=4017125 168 128 69 36 3465 173 184 961 362 883 39 558 303 180 31 388 46 16956 9902 151 216 59 1908 36 152 6902 118 379 1621 10305
internal_value=0 705.701 1777.17 -1567.35 -473.552 -9082.9 -18222.5 1863.65 -10297.2 3247.31 5080.67 -8272.23 32807.2 -16719.7 11785.8 -11569.1 -39660.1 1426.05 -563.66 11102.1 -1676.85 -5685.32 697.601 11907.2 49211.5 -3615.05 -1647.24 1010.52 7535.32 4772.44
internal_weight=0 56679 38521 18158 17039 3638 1119 13401 1369 12032 10380 1652 431 1094 211 935 408 38090 21134 1841 19293 7177 12116 2096 188 6961 10020 547 1690 10341
internal_count=4073804 56679 38521 18158 17039 3638 1119 13401 1369 12032 10380 1652 431 1094 211 935 408 38090 21134 1841 19293 7177 12116 2096 188 6961 10020 547 1690 10341
is_linear=0
shrinkage=0.1


Tree=1496
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 7 6 7 4 6 7 4 6 1 3 6 4 1 4 1 4 1 4 6 6 6 6 4 6 5
split_gain=2.92e+12 4.01721e+13 1.31739e+14 3.33182e+14 1.91814e+14 8.73203e+13 8.09198e+13 7.67961e+13 6.7786e+13 6.2808e+13 6.07691e+13 6.04665e+13 5.12164e+13 6.04555e+13 4.85395e+13 4.72192e+13 7.83035e+13 4.59444e+13 1.74724e+14 1.02448e+14 6.3402e+13 5.07827e+13 7.72605e+13 4.54173e+13 4.71316e+13 4.97225e+13 1.12745e+14 4.16748e+13 4.07485e+13 3.74618e+13
threshold=55.801384500000005 55.806294650000005 37.543519500000009 37.503969450000007 37.618684050000006 6.0000000000000009 76.00500000000001 6.0000000000000009 14.500000000000002 59.815000000000005 6.0000000000000009 4.5000000000000009 71.030000000000015 49.147669400000005 4.5000000000000009 110.01500000000001 24.500000000000004 37.755233900000007 19.500000000000004 37.702956500000006 23.500000000000004 37.702956500000006 8.5000000000000018 36.905000000000008 96.050000000000011 81.02500000000002 73.995000000000019 32.500000000000007 63.855000000000011 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 8 6 -5 11 23 -9 -10 -2 17 27 -7 16 -13 18 21 20 -20 28 -23 -4 25 26 -25 -14 -6 -28
right_child=1 -3 4 5 12 14 -8 9 10 -11 -12 15 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=62.642144607446539 99433.563696526107 -59.221170329293344 -9571.7270732026482 60374.917168748245 53485.80263505652 112248.26672952587 207697.5861049107 279.10359006080847 108398.17445709746 -43165.599697862657 -57922.129754464288 8897.0972701461233 9297.2706299535785 -38011.466965113112 290871.74355468753 -135049.70945312499 143132.64994710285 -4970.9512122498209 -41762.584672739322 3858.0250519568181 -161728.55978773587 -68437.442184860643 40757.527936536935 -53929.856592370794 53464.127326388894 -105965.5871066995 158657.14602272728 -54553.188574218751 130523.80802190721 17147.346830468752
leaf_weight=2632578 103 1425640 389 332 235 29 42 1217 59 458 35 459 690 881 32 20 48 6801 261 952 53 74 521 1340 45 146 22 120 97 125
leaf_count=2632578 103 1425640 389 332 235 29 42 1217 59 458 35 459 690 881 32 20 48 6801 261 952 53 74 521 1340 45 146 22 120 97 125
internal_value=0 -114.424 -5163.75 14742.9 -9409.76 95013.5 76919.2 -405.804 -36581.4 -11600.1 46470.4 29356.8 -3914.4 -19881.4 205952 15660.6 21605.8 -912.383 11674.2 -12479.3 -62011.6 44660.5 27177 -40358.3 -47495.4 -50277.5 -44809.8 -162.057 75993.9 38325.7
internal_weight=0 1.44123e+06 15586 2740 12846 435 374 2305 2161 1675 94 630 10685 1691 61 527 507 8994 2193 1266 314 927 595 2067 1678 1633 1487 810 332 147
internal_count=4073804 1441226 15586 2740 12846 435 374 2305 2161 1675 94 630 10685 1691 61 527 507 8994 2193 1266 314 927 595 2067 1678 1633 1487 810 332 147
is_linear=0
shrinkage=0.1


Tree=1497
num_leaves=31
num_cat=0
split_feature=6 6 3 0 1 0 0 3 4 0 0 1 1 0 0 1 3 3 4 0 0 0 1 7 1 4 5 0 4 0
split_gain=2.91571e+12 1.6357e+13 9.62164e+13 1.06405e+14 7.37377e+13 6.41031e+13 7.81729e+13 5.2865e+13 8.18107e+13 7.43721e+13 9.25839e+13 8.19673e+13 7.20587e+13 4.71686e+13 5.97644e+13 3.70368e+13 3.62301e+13 3.61169e+13 3.45802e+13 4.95638e+13 5.33027e+13 9.80068e+13 4.1853e+13 3.9392e+13 7.31992e+13 3.44611e+13 3.43166e+13 3.22439e+13 2.9409e+13 6.58335e+13
threshold=142.05000000000004 138.05000000000004 4.5000000000000009 56.288960650000007 82.93515810000001 55.768246800000007 55.418618900000006 7.5000000000000009 5.5000000000000009 57.892117950000006 57.14107305000001 60.620042600000012 60.636764050000004 55.876067900000002 56.309668500000008 36.555998300000006 9.5000000000000018 3.5000000000000004 4.5000000000000009 59.963561900000009 56.850115550000005 56.818587550000011 30.260128500000004 6.0000000000000009 30.205407000000005 6.5000000000000009 4.5000000000000009 55.897267000000006 23.500000000000004 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 8 -5 10 11 -10 -9 17 -15 -4 -14 -7 26 20 21 25 -21 24 -22 -20 -16 28 29 -17
right_child=-2 2 3 7 -6 13 -8 12 9 -11 -12 -13 16 14 18 27 -18 -19 19 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.53799643784122753 -1195.5011068534202 -18862.268889627387 -33412.260048076925 -124154.4775366211 61907.737622575427 158071.31430921052 -154055.3263050426 -13753.312349081305 103780.6547607422 -26235.790405607877 241467.51468290441 -119971.99659090908 -207055.52883064517 -86095.619583178326 -70852.220119863021 40505.381177071496 -52900.331744791678 -2929.298828125 108441.594921875 11523.83765625 131602.89140625001 226233.72882543106 136212.98269589554 79705.00845650339 -54317.184919704858 -53010.239635917467 71623.499609375009 105835.1187969739 103404.32342601103 -91938.47255608975
leaf_weight=4049233 20299 1531 65 30 145 38 44 362 64 73 34 22 31 63 73 996 30 22 20 45 24 29 67 37 180 39 22 79 68 39
leaf_count=4049233 20299 1531 65 30 145 38 44 362 64 73 34 22 31 63 73 996 30 22 20 45 24 29 67 37 180 39 22 79 68 39
internal_value=0 5.98679 6190.53 23014.6 -7196.59 -11681.9 -22639.1 -9925.39 29473.7 53353.7 101771 46541.6 -30696.1 14505.7 6038.39 40078.9 -131241 99037.8 16867.6 28656.5 9096.27 75706.9 86114.7 -15226.3 -32444.2 1719.2 -37857.8 44120.3 39700.1 35514.7
internal_weight=0 4.0535e+06 4272 1893 2379 2234 1575 646 223 193 120 86 423 659 599 1247 61 60 536 441 329 88 112 241 204 59 95 1182 1103 1035
internal_count=4073804 4053505 4272 1893 2379 2234 1575 646 223 193 120 86 423 659 599 1247 61 60 536 441 329 88 112 241 204 59 95 1182 1103 1035
is_linear=0
shrinkage=0.1


Tree=1498
num_leaves=31
num_cat=0
split_feature=1 0 0 6 2 1 7 0 1 0 0 4 4 1 1 0 0 0 7 5 1 3 0 1 0 1 6 6 7 4
split_gain=2.81996e+12 1.58607e+13 1.68357e+14 1.40504e+14 7.20527e+13 6.84459e+13 4.84856e+14 7.04112e+14 1.57572e+14 7.9793e+13 7.11703e+13 6.48187e+13 2.12687e+14 1.17034e+14 1.34638e+14 1.47389e+14 9.02501e+13 8.70121e+13 7.75475e+13 6.82589e+13 6.80778e+13 6.66915e+13 6.52772e+13 6.36367e+13 1.35332e+14 8.06519e+13 7.98812e+13 7.97599e+13 8.34144e+13 7.70398e+13
threshold=37.649344350000007 55.81943720000001 55.988910100000005 62.995000000000012 3930.5000000000005 37.858952300000006 6.0000000000000009 56.006509350000009 37.978059650000013 56.020150250000007 56.041614100000011 16.500000000000004 14.500000000000002 37.729575300000008 49.095306150000006 55.82518790000001 55.834019500000004 55.876067900000002 6.0000000000000009 3.5000000000000004 37.702956500000006 5.5000000000000009 55.883833400000007 39.777866350000004 56.760749800000006 39.908802000000009 72.50500000000001 46.420000000000009 6.0000000000000009 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 -3 6 10 -8 -7 -9 -4 12 -5 17 18 -16 -17 20 -15 21 -13 22 -19 24 -10 27 -26 -25 29 -29
right_child=1 2 5 11 -6 8 7 9 23 -11 -12 13 -14 14 15 16 -18 19 -20 -21 -22 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=160.49252324041802 92.718337132149117 -1617.7292407495688 5503.768828786423 -9766.3179582419107 -24047.528203383757 -19274.831841712527 244711.63367718449 48220.284202686256 2634.9079646856376 -44227.899305725099 -27553.480050472834 -15635.197918611228 25529.613468705029 -23345.646256039792 -28938.735867053318 90022.626639794733 7300.8275858201741 -68530.662363798721 -50153.678595625104 -46694.283907908313 -92321.194528149805 19772.424870630035 10285.873936543368 157.55375815842496 -7820.2965080418471 153.40603316705366 -33156.679037875329 16570.341667897337 760.53215055259579 -8493.5202693120573
leaf_weight=862901 2337566 99984 3896 16827 1453 4176 206 345 17088 128 782 1425 1900 4176 524 247 283 184 1455 212 126 2087 245 19289 18147 656161 1336 11697 7588 1370
leaf_count=862901 2337566 99984 3896 16827 1453 4176 206 345 17088 128 782 1425 1900 4176 524 247 283 184 1455 212 126 2087 245 19289 18147 656161 1336 11697 7588 1370
internal_value=0 -43.1309 -406.744 -3709.99 -1939.02 176.849 11439.5 90405.6 94.9683 23202.6 -22.2612 -9760.37 -6185.27 -15866.8 -24132.7 8669.66 45852.3 -2953.11 -30272.6 7799.22 -21865 12390.9 -23518.9 205.369 -3860.63 418.983 -9557.68 4781.62 9099.88 13942.5
internal_weight=0 3.2109e+06 873337 131128 101437 742209 5357 679 736852 473 4678 29691 18727 10964 6685 1054 530 4279 5631 2728 1551 2516 429 732676 36571 696105 19483 39944 20655 13067
internal_count=4073804 3210903 873337 131128 101437 742209 5357 679 736852 473 4678 29691 18727 10964 6685 1054 530 4279 5631 2728 1551 2516 429 732676 36571 696105 19483 39944 20655 13067
is_linear=0
shrinkage=0.1


Tree=1499
num_leaves=31
num_cat=0
split_feature=2 5 6 1 0 1 0 0 6 6 0 6 2 6 0 0 1 1 7 0 4 4 6 4 0 4 3 0 4 3
split_gain=3.2003e+12 2.2315e+13 6.38732e+13 8.9219e+13 1.18064e+14 9.38458e+13 8.93427e+13 8.27232e+13 6.55943e+13 1.09808e+14 5.69901e+13 1.786e+14 5.67351e+13 6.27057e+13 7.07516e+13 8.47483e+13 8.5711e+13 1.33718e+14 3.16322e+14 8.02983e+13 7.70392e+13 6.02394e+13 5.61133e+13 5.55989e+13 5.74032e+13 7.23358e+13 5.28218e+13 5.07666e+13 6.04406e+13 5.05482e+13
threshold=451.00000000000006 2.5000000000000004 82.00500000000001 37.475446350000006 55.667390500000003 37.503969450000007 55.685785750000008 55.667390500000003 103.03500000000001 104.01000000000001 55.768246800000007 84.00500000000001 36.000000000000007 78.010000000000005 55.667390500000003 55.876067900000002 38.166910000000009 38.109452700000006 6.0000000000000009 55.840017500000009 24.500000000000004 8.5000000000000018 83.820000000000007 30.500000000000004 55.768246800000007 15.500000000000002 2.5000000000000004 55.696737300000009 19.500000000000004 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 -1 4 -4 7 -6 -5 10 -10 11 -8 -3 14 20 16 17 19 -19 23 -14 -21 -12 24 -16 -26 -11 28 -13 -15
right_child=-2 12 3 5 6 -7 8 -9 9 26 22 27 13 29 15 -17 -18 18 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-18.328135264906077 -39.579966141162828 -905.95453000522798 -44033.038606770831 45111.521205357145 207046.65633680555 -20821.44696621503 -148204.2067548077 -148337.17958705357 -263938.82796875003 -131203.07017045454 125716.16037819603 206378.5107536765 1993.9280045682885 1135.520553040968 22978.565724136028 3222.5359515348377 3150.6295983323762 25147.621000976564 405910.95277343754 4037.5072626909337 -27711.542968603091 65134.263127951432 36684.667097127502 -21932.449821805956 -11724.754905294249 20626.927486979588 52622.265133101857 2404.9853782719015 26050.253378668065 -10482.381126740709
leaf_weight=526444 3396489 65615 312 28 27 1970 65 105 20 22 88 34 19486 27003 5428 15807 4952 80 30 223 914 584 362 384 1314 1458 54 117 41 4348
leaf_count=526444 3396489 65615 312 28 27 1970 65 105 20 22 88 34 19486 27003 5428 15807 4952 80 30 223 914 584 362 384 1314 1458 54 117 41 4348
internal_value=0 198.479 -104.543 -14091.3 8410 -26310.3 28123.5 -107611 22107.4 -55454.6 32639.2 -4929.81 1285.74 3039.25 5214.51 8282.94 13817.4 19377 128992 18093.1 663.006 48251.3 54095.3 15257.8 16999.4 5291.39 -590.332 43574.5 107799 -475.74
internal_weight=0 677315 529689 3245 1142 2103 830 133 803 96 707 257 147626 82011 50660 30260 14453 9501 110 9391 20400 807 450 8584 8200 2772 76 192 75 31351
internal_count=4073804 677315 529689 3245 1142 2103 830 133 803 96 707 257 147626 82011 50660 30260 14453 9501 110 9391 20400 807 450 8584 8200 2772 76 192 75 31351
is_linear=0
shrinkage=0.1


Tree=1500
num_leaves=31
num_cat=0
split_feature=6 5 1 1 1 6 3 7 6 6 0 6 3 3 0 0 0 6 1 1 0 0 6 6 4 4 1 1 6 0
split_gain=2.93776e+12 5.02232e+13 5.16158e+13 3.62651e+13 1.02964e+14 1.16621e+14 1.25044e+14 8.92993e+13 8.45518e+13 6.91409e+13 9.71668e+13 6.87556e+13 6.31888e+13 8.68276e+13 5.83435e+13 5.67849e+13 6.81652e+13 8.12462e+13 5.31293e+13 5.31915e+14 9.2492e+13 8.7157e+13 4.88526e+13 6.77863e+13 2.57829e+14 4.52927e+13 4.1477e+13 5.00803e+13 9.21054e+13 4.13728e+13
threshold=77.010000000000005 2.5000000000000004 82.92647190000001 38.927872750000006 38.97264950000001 99.050000000000011 14.500000000000002 6.0000000000000009 80.720000000000013 96.050000000000011 45.036141150000006 89.00500000000001 10.500000000000002 7.5000000000000009 44.601833250000006 55.749683450000006 55.702806750000008 79.710000000000022 30.370944000000005 30.362494150000003 59.982409200000006 55.791814000000009 82.00500000000001 83.010000000000005 23.500000000000004 21.500000000000004 30.260128500000004 30.277905650000005 82.00500000000001 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 12 11 -11 22 13 -2 -14 16 -16 -18 19 20 -15 25 -5 24 -24 -20 29 28 -28 -10
right_child=1 -3 -4 4 -6 6 -8 -9 26 10 -12 -13 14 18 15 -17 17 -19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-30.988401316161731 5952.6675684337679 610.32984108560834 -13237.751193297192 14070.994982380826 -1341.4719875482501 61783.299035075295 299473.09974999999 75940.230490556729 -8395.3557658465143 -197791.82771381582 47713.033642578128 44523.514001043914 175223.10550000001 22431.625441261574 14490.217532356948 36696.08244204567 -33822.161175271744 -251812.43988095238 -29737.707163152827 -379632.61050347221 -111298.73169806987 38365.577440848974 18005.888503815408 -4295.263922862373 -275302.68688858696 -161710.60447823664 -167129.24837962966 -10500.978808916934 -27801.627190397223 17561.700691429029
leaf_weight=3595075 3946 421445 4185 1130 29934 193 25 206 1489 38 28 464 25 216 367 840 92 21 365 45 68 230 86 542 46 28 54 11185 391 1045
leaf_count=3595075 3946 421445 4185 1130 29934 193 25 206 1489 38 28 464 25 216 367 840 92 21 365 45 68 230 86 542 46 28 54 11185 391 1045
internal_value=0 232.711 -2545.47 -1702.76 362.004 18850.7 89041.3 12826.5 -5010.51 7256.02 -93638.3 10192.1 4684.94 -587.056 23883.6 21017.4 -6420.4 -74333.6 -27693.9 -60202.3 -9588.32 -10526.6 1361.85 -19945.8 -84207.7 -39140.4 -9283.93 -11809.9 -44708.8 2309.11
internal_weight=0 478729 57284 53099 32692 2758 218 2540 20407 2334 66 2268 6243 4898 1345 1320 480 113 952 329 284 623 1804 674 132 393 14164 11630 445 2534
internal_count=4073804 478729 57284 53099 32692 2758 218 2540 20407 2334 66 2268 6243 4898 1345 1320 480 113 952 329 284 623 1804 674 132 393 14164 11630 445 2534
is_linear=0
shrinkage=0.1


Tree=1501
num_leaves=31
num_cat=0
split_feature=6 5 1 0 1 6 6 3 6 1 4 7 1 4 0 6 5 1 1 0 3 6 1 7 4 1 1 1 1 3
split_gain=2.99052e+12 2.14675e+13 4.54951e+13 4.66089e+13 4.88892e+13 4.70575e+13 3.32045e+13 8.72756e+13 9.38526e+13 7.96712e+13 4.18352e+13 3.30011e+13 3.69585e+13 3.21264e+13 2.79639e+13 2.69449e+13 2.43987e+13 3.73922e+13 5.78877e+13 8.63733e+13 3.11714e+13 3.75257e+13 5.79675e+13 3.16561e+13 5.57071e+13 7.0226e+13 7.30594e+13 7.74072e+13 6.28473e+13 5.75505e+13
threshold=120.05000000000001 2.5000000000000004 37.488790500000007 55.840017500000009 36.865631950000008 125.02000000000002 134.05000000000004 3.5000000000000004 247.90000000000001 30.277905650000005 4.5000000000000009 6.0000000000000009 30.323041000000003 15.500000000000002 43.051287600000009 125.02000000000002 3.5000000000000004 30.277905650000005 30.303340300000002 60.01610465000001 10.500000000000002 130.05000000000004 30.315889700000003 6.0000000000000009 11.500000000000002 36.593086150000012 60.590708550000009 49.176406850000006 60.605526900000008 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 6 -2 10 -8 9 -9 -5 12 15 -14 -4 -12 17 -3 19 -19 23 22 -22 24 -18 29 27 -27 -28 -26
right_child=1 16 14 4 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 20 18 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=9.3199426256619535 -135165.70937500001 13783.811747600977 -29654.921225622933 -113130.61625744049 152380.0581845238 -26695.701509777609 46436.771259508641 -72565.960416666669 -19072.925763679272 -348024.45386904763 -13170.337307040665 -70418.937980769231 183292.90783691406 28349.333899456527 17884.481034245666 83629.4599609375 1048.4807913393774 -15467.623949163733 -4724.9361340289788 -207413.81861607145 -135197.71177819296 -2475.113666743694 -19758.492598999026 -9474.7074614049143 168235.17347656252 7136.063356847465 124713.615914031 -46351.547078243624 21724.697959134111 41850.648990078342
leaf_weight=4026164 53 1106 132 21 21 163 76 21 66 21 83 26 32 23 1976 44 16426 71 17626 35 46 3365 800 2103 40 1148 62 354 1337 363
leaf_count=4026164 53 1106 132 21 21 163 76 21 66 21 83 26 32 23 1976 44 16426 71 17626 35 46 3365 800 2103 40 1148 62 354 1337 363
internal_value=0 -787.649 7775.71 -15353.7 3537.55 -53311 -4030.72 -35663.1 -93437.1 -210295 21385.7 34966.7 50021.8 118498 14907.6 20366.6 -1313.87 -4055.34 -5168.02 -78846.1 669.079 -7208.42 -26035.3 2188.44 3431.6 15279.4 9845.54 -5470.2 26288.9 54395
internal_weight=0 47640 2758 650 434 216 413 184 108 42 229 208 182 55 2108 127 44882 18838 17732 106 26044 4211 846 21833 19730 3304 2901 1502 1399 403
internal_count=4073804 47640 2758 650 434 216 413 184 108 42 229 208 182 55 2108 127 44882 18838 17732 106 26044 4211 846 21833 19730 3304 2901 1502 1399 403
is_linear=0
shrinkage=0.1


Tree=1502
num_leaves=31
num_cat=0
split_feature=6 5 1 6 1 1 2 0 1 1 1 7 1 3 4 0 4 1 1 0 4 1 3 0 0 1 3 3 6 1
split_gain=2.89454e+12 1.4428e+13 4.46845e+13 5.64566e+13 7.35298e+13 2.14951e+13 5.53273e+13 5.90607e+13 3.44777e+13 3.3801e+13 3.20917e+13 4.72179e+13 3.92688e+13 3.17099e+13 7.05628e+13 2.85137e+13 3.07132e+13 5.3898e+13 7.33356e+13 4.82515e+13 6.48448e+13 4.635e+13 4.00681e+13 5.84819e+13 3.90844e+13 3.66415e+13 3.06963e+13 5.17164e+13 3.05898e+13 2.49356e+13
threshold=142.05000000000004 2.5000000000000004 30.509101000000005 247.90000000000001 30.260128500000004 38.166910000000009 1250.5000000000002 55.801384500000005 38.430814800000007 38.782330450000011 37.702956500000006 6.0000000000000009 37.729575300000008 11.500000000000002 12.500000000000002 54.724612400000005 6.5000000000000009 37.563506350000004 37.46219940000001 59.764576050000009 17.500000000000004 30.472130500000002 9.5000000000000018 59.990753350000013 56.148747500000006 37.618684050000006 1.5000000000000002 3.5000000000000004 189.00000000000003 20.507515800000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -8 13 12 -12 15 -15 -3 25 18 19 20 24 22 28 -24 26 29 -18 -28 -21 -17
right_child=1 5 -4 -5 -6 6 9 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=5.9650208757930905 -22792.862369791666 20365.032553159806 11791.283163689126 -4010.1060099283854 -282412.4321875 -61173.672342051635 -99878.962586805559 -23526.161190518469 -227786.35277777782 -2859.7878606977179 133114.14741071427 -94344.336035156259 24223.682434597264 -209788.42453125 -16692.482136119495 82433.159310302741 -159246.79696875002 -141523.87157628677 145971.69246651788 -9578.4601842867942 86268.723127693971 125606.44050641742 -58085.052890625004 161245.96365927419 -178892.85898437502 131998.66997282612 63746.367757601351 -70602.325250676673 -106964.01193033856 2253.0100307055991
leaf_weight=4053505 24 773 1687 96 20 23 36 132 27 14349 35 32 616 20 352 40 25 34 28 310 29 28 20 31 30 23 37 127 36 1279
leaf_count=4053505 24 773 1687 96 20 23 36 132 27 14349 35 32 616 20 352 40 25 34 28 310 29 28 20 31 30 23 37 127 36 1279
internal_value=0 -1191.15 7286.07 -47001.8 -140802 -2029.61 -3795.8 -58586.1 -151145 -3102.59 4558.91 24248.6 30078 385.094 -27074 3969.23 -2132.82 -18564.3 -12600.5 -19197.9 -54250.2 1256.18 -7514.11 75233.8 -72857.7 6866.54 -56026.7 -40291.9 -19711.1 4684.55
internal_weight=0 20299 1827 140 44 18472 14567 182 50 14385 3905 683 651 3222 372 2850 2077 735 701 673 248 425 397 51 219 1342 189 164 346 1319
internal_count=4073804 20299 1827 140 44 18472 14567 182 50 14385 3905 683 651 3222 372 2850 2077 735 701 673 248 425 397 51 219 1342 189 164 346 1319
is_linear=0
shrinkage=0.1


Tree=1503
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 1 0 6 7 6 0 6 0 0 0 1 1 1 5 2 6 6 6 1 2 6 6 5 0
split_gain=2.74293e+12 8.09534e+12 3.94437e+13 2.98801e+13 5.28519e+13 4.11328e+13 1.44641e+13 1.59842e+13 1.54074e+13 1.26441e+13 1.22155e+13 3.716e+13 3.50904e+13 1.13083e+13 1.5515e+13 9.52572e+12 2.17207e+13 5.692e+13 2.63824e+13 1.70443e+13 3.23693e+13 1.50551e+13 2.83015e+13 1.81891e+13 2.21788e+13 1.68048e+13 2.66826e+13 1.64525e+13 1.00099e+13 9.70618e+12
threshold=2.5000000000000004 2.5000000000000004 55.805000000000007 30.472130500000002 30.389265100000003 30.277905650000005 37.534144550000008 44.895258050000002 61.805000000000007 6.0000000000000009 59.815000000000005 59.933037250000005 58.045000000000009 55.840017500000009 60.753246850000004 43.687280500000007 39.723160900000003 39.718675700000013 39.689978950000004 4.5000000000000009 3999.0000000000005 108.05000000000001 101.02000000000002 122.65000000000002 45.71452080000001 3999.0000000000005 91.02500000000002 57.995000000000012 3.5000000000000004 56.904718250000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 -8 12 -12 -4 -10 -15 16 17 18 -3 21 -21 22 25 -23 -25 26 28 -27 -18 -17
right_child=-2 15 3 6 -6 -7 9 8 13 -11 11 -13 -14 14 -16 29 19 -19 -20 20 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=593.91844047926645 -13.807108988847503 -68166.813515625006 12973.735747466217 -78238.927587890634 152340.552578125 -72592.313625169845 -8577.647045587395 -36565.275694301672 -21131.981746592421 14518.801253386468 -39313.865125000004 110004.67562500002 174818.05386904764 67489.715492021278 -19079.869027132601 2819.218280099929 -28325.91279021787 -169027.85884294182 92314.513095238101 147591.85922619049 -5080.6797744378819 -96484.137671813965 108890.85248579546 64137.520963541669 -64835.700338541676 -29687.684696023505 -141181.885625 13846.079338308482 45644.087872023811 -2056.2420298940588
leaf_weight=72899 3961637 20 37 52 30 46 5357 228 94 248 50 25 21 47 37 27285 142 29 21 21 41 40 22 24 30 114 20 364 21 4802
leaf_count=72899 3961637 20 37 52 30 46 5357 228 94 248 50 25 21 47 37 27285 142 29 21 21 41 40 22 24 30 114 20 364 21 4802
internal_value=0 487.655 -60.7897 -7670.42 29505.3 8918.35 -8951.91 -26038.5 -19352.8 -7555.72 37110 10459 71572.5 2694.69 29357.9 1803.6 -8291.28 -61807.7 14030.9 -3826.26 46631 -7852.45 -2688.46 -45373.8 -7514.27 -6402.14 -32171.5 3463.55 -18796 2089.58
internal_weight=0 112167 79171 6272 209 179 6063 458 406 5605 133 75 58 178 84 32996 909 70 41 839 62 777 683 94 54 661 183 478 163 32087
internal_count=4073804 112167 79171 6272 209 179 6063 458 406 5605 133 75 58 178 84 32996 909 70 41 839 62 777 683 94 54 661 183 478 163 32087
is_linear=0
shrinkage=0.1


Tree=1504
num_leaves=31
num_cat=0
split_feature=1 6 6 0 4 3 6 6 3 7 5 6 2 3 0 6 4 1 2 4 5 0 0 3 2 7 0 4 4 0
split_gain=2.73311e+12 1.35619e+13 1.13827e+13 1.21518e+13 5.09583e+13 2.66006e+13 3.25211e+13 7.97712e+13 1.99682e+13 1.89271e+13 1.82508e+13 1.71109e+13 3.92962e+13 2.82081e+13 1.60162e+13 3.6989e+13 4.02573e+13 8.10199e+13 1.97411e+13 1.59445e+13 1.55741e+13 2.17751e+13 2.65207e+13 1.49864e+13 1.35605e+13 1.11617e+13 2.37888e+13 1.71545e+13 1.45343e+13 2.28831e+13
threshold=91.292296250000007 85.020000000000024 99.050000000000011 56.006509350000009 17.500000000000004 11.500000000000002 89.00500000000001 88.00500000000001 2.5000000000000004 6.0000000000000009 2.5000000000000004 87.395000000000024 9907.0000000000018 7.5000000000000009 52.02416370000001 95.045000000000016 8.5000000000000018 107.59716050000002 9907.0000000000018 2.5000000000000004 2.5000000000000004 52.07762420000001 53.715816400000008 5.5000000000000009 7912.5000000000009 6.0000000000000009 56.148747500000006 9.5000000000000018 16.500000000000004 56.006509350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 11 -11 12 13 24 15 16 18 -18 -13 -5 -16 -22 -23 -12 -10 -4 27 -27 -29 -30
right_child=1 2 25 19 -6 6 -8 -9 9 10 23 14 -14 -15 20 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-15.585119798125858 190.6499293767406 -1936.9670331848827 2991.2762357864194 64775.056801757812 99049.487441697769 34805.099210611981 21942.794583484738 -218017.51250000001 29054.803037914786 -34856.679194568453 31775.001569680608 48200.401234375 -9380.2370485701667 147052.59979112414 -28946.615088559502 93675.388250000004 -233103.87632211542 -6351.8665136718755 -55508.296255387941 974.07713619127117 43675.492734691303 -17151.352516539417 29520.403589058675 97690.08584263394 109182.21861979167 -45868.859290874439 35040.572440592448 17847.149043443467 -78409.261428942002 -6710.023870877737
leaf_weight=3931467 134234 629 3304 40 67 24 43 26 97 21 68 50 106 36 73 25 26 40 29 1888 247 233 255 70 27 166 96 144 56 217
leaf_count=3931467 134234 629 3304 40 67 24 43 26 97 21 68 50 106 36 73 25 26 40 29 1888 247 233 255 70 27 166 96 144 56 217
internal_value=0 430.474 4403.39 8088.55 13181.9 10474.6 -41823.6 -96662.7 12868.1 19505.6 51993.8 15353.2 37841.4 69125.8 9236.78 -18662.4 -38031 -95678.4 10130.1 2297.75 15106.7 19482 7236.55 65210.2 46501.9 591.473 -11085.9 -18681.4 -7858.52 -21417.6
internal_weight=0 142337 8103 4120 2192 2125 93 50 2032 1403 159 1244 266 160 978 170 145 66 79 1928 808 735 488 138 124 3983 679 583 417 273
internal_count=4073804 142337 8103 4120 2192 2125 93 50 2032 1403 159 1244 266 160 978 170 145 66 79 1928 808 735 488 138 124 3983 679 583 417 273
is_linear=0
shrinkage=0.1


Tree=1505
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 0 3 1 0 6 1 0 0 7 0 4 6 6 0 0 6 6 6 4 3 0 7 0 1 4
split_gain=2.98177e+12 1.69638e+13 1.80443e+13 2.99046e+13 2.9777e+13 3.05372e+13 2.88202e+13 1.62883e+13 7.68251e+13 1.38294e+14 8.65709e+13 7.01636e+13 1.04151e+14 6.19714e+13 5.49971e+13 1.12563e+14 9.04578e+13 6.7503e+13 5.1232e+13 3.03856e+14 9.24001e+13 8.14393e+13 7.8198e+13 7.47491e+13 6.2115e+13 6.48707e+13 5.96745e+13 1.09907e+14 6.57648e+13 1.26579e+14
threshold=83.000013850000016 83.002084650000015 4.5000000000000009 48.810000000000009 57.995000000000012 55.012854300000008 9.5000000000000018 82.963919600000011 54.916864950000011 138.05000000000004 82.981285100000022 55.080855950000007 55.102137100000007 6.0000000000000009 55.061158000000006 8.5000000000000018 73.41500000000002 69.015000000000015 54.988402950000008 54.992080650000005 50.995000000000012 78.010000000000005 79.015000000000015 16.500000000000004 12.500000000000002 54.94110555000001 6.0000000000000009 55.012912000000007 82.991167100000027 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=7 2 3 -2 -4 6 -6 -1 9 10 -9 14 -13 -14 18 16 -16 -17 24 20 -20 26 -23 -22 25 -10 27 -21 -29 -30
right_child=1 -3 4 -5 5 -7 -8 8 11 -11 -12 12 13 -15 15 17 -18 -19 19 21 23 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-15.734190425656303 -5612.9459976263688 -46.692983745858285 -1236.6736284432629 2696.3957644163665 8335.0111398179924 -11659.854507418924 -28013.217126225489 3435.1698532921614 9482.0476837005717 -276051.72203125001 -28552.749101305842 24317.446876002385 -7287.2661083311032 25433.175718155224 -9374.9819378697593 -1404.7567227409963 -42688.804088419667 33115.91643556139 22820.640769151098 -9282.8630947572292 95416.850456138214 81897.197997485637 13299.403352555308 33678.174440961826 -9394.6440897998018 -333.82337952775862 6055.6356406452551 942.2187314815676 24360.608018846469 -56273.75016583137
leaf_weight=3435220 6339 429751 14285 13674 1509 6914 255 1718 7405 20 1667 3215 2810 729 2666 3578 1174 673 858 11064 475 174 3697 334 6794 74160 18020 22031 2383 212
leaf_count=3435220 6339 429751 14285 13674 1509 6914 255 1718 7405 20 1667 3215 2810 729 2666 3578 1174 673 858 11064 475 174 3697 334 6794 74160 18020 22031 2383 212
internal_value=0 -236.128 -2130.44 64.4607 -4043.37 -8663.53 3080.59 30.9975 998.901 -13866.9 -12317.8 1310.49 11288.7 -547.169 877.644 -7149.87 -19560 4060.41 1317.67 3592.79 45681.8 2374.29 16382.8 69927.7 -207.89 557.325 1364.67 -1003.82 2715.8 17773.1
internal_weight=0 472727 42976 20013 22963 8678 1764 3.60108e+06 165857 3405 3385 162452 6754 3539 155698 8091 3840 4251 147607 59248 1667 57581 3871 809 88359 81565 53710 35690 24626 2595
internal_count=4073804 472727 42976 20013 22963 8678 1764 3601077 165857 3405 3385 162452 6754 3539 155698 8091 3840 4251 147607 59248 1667 57581 3871 809 88359 81565 53710 35690 24626 2595
is_linear=0
shrinkage=0.1


Tree=1506
num_leaves=31
num_cat=0
split_feature=3 0 1 1 1 6 0 0 6 4 6 6 4 6 6 6 4 3 0 4 6 6 4 0 0 3 1 1 4 0
split_gain=2.77099e+12 3.80331e+13 5.44425e+13 5.76054e+13 9.24517e+13 7.54763e+13 8.73357e+13 4.55715e+13 4.11463e+13 3.83638e+13 3.7004e+13 7.6705e+13 3.52801e+13 3.73977e+13 4.05715e+13 5.64934e+13 3.83006e+13 4.01549e+13 3.43032e+13 4.04067e+13 3.42942e+13 1.03557e+14 7.72611e+13 7.01077e+13 6.63074e+13 7.84304e+13 4.00841e+13 3.413e+13 6.49682e+13 6.04154e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 39.038055050000004 39.029038350000008 64.405000000000015 45.047736150000013 44.601833250000006 48.945000000000007 19.500000000000004 71.715000000000018 78.010000000000005 23.500000000000004 69.605000000000004 80.720000000000013 76.605000000000004 18.500000000000004 12.500000000000002 45.022979600000006 20.500000000000004 168.45000000000002 189.00000000000003 20.500000000000004 45.036141150000006 45.022979600000006 16.500000000000004 39.01296365000001 30.438492500000006 23.500000000000004 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 12 8 -4 10 -10 -12 13 -7 15 -15 17 -16 -6 -20 -9 23 24 -22 25 -23 -24 28 29 -3
right_child=1 27 3 -5 5 6 -8 20 9 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.524995191356034 -84212.461414930556 5483.4862240485963 -31045.93939903846 -816.91535520706509 38585.01991460273 32213.676154384328 22408.671191035159 3453.1820269450473 -11575.448067167208 178279.37747395833 246209.93380681818 45820.478549299572 -4636.9645148026311 126258.62922914566 54446.039301446144 319542.17500000005 10016.639538043479 183188.26662500002 12051.234061934578 -29203.95013332945 -28872.224627976189 -157241.69218750001 -107616.51433151533 -208515.81116319448 157956.23936170214 122812.54203125002 58531.294960937499 -339.43704309084774 -1742.8751673052823 -7379.0356461028032
leaf_weight=3436249 72 40973 65 24573 423 67 625 26468 77 24 22 145 38 62 47 20 46 50 2357 264 42 20 53 45 47 20 20 508036 28845 4009
leaf_count=3436249 72 40973 65 24573 423 67 625 26468 77 24 22 145 38 62 47 20 46 50 2357 264 42 20 53 45 47 20 20 508036 28845 4009
internal_value=0 191.47 2688 2800.49 5663.58 19855.4 44382.8 3565.34 40330.3 57641.7 45775.7 72219.1 86000.4 97795.7 117325 173401 85168.8 120808 12160.4 7895.81 3107.07 -33981.9 13764.4 -121791 77417.9 -17214.6 -62096.6 -47.4805 1961.6 4337.12
internal_weight=0 637555 55692 55620 31047 3999 955 27048 333 268 244 167 330 292 225 82 143 97 3044 2621 26715 247 160 87 87 40 73 581863 73827 44982
internal_count=4073804 637555 55692 55620 31047 3999 955 27048 333 268 244 167 330 292 225 82 143 97 3044 2621 26715 247 160 87 87 40 73 581863 73827 44982
is_linear=0
shrinkage=0.1


Tree=1507
num_leaves=31
num_cat=0
split_feature=2 0 1 1 4 0 5 7 1 6 1 1 0 0 1 0 1 4 1 0 1 0 4 4 1 4 0 4 0 0
split_gain=3.0351e+12 2.17744e+13 2.91733e+13 2.07072e+13 1.89137e+13 1.80343e+13 1.77589e+13 4.43705e+13 8.08173e+13 5.27902e+13 4.72006e+13 1.30912e+14 9.6851e+13 3.89322e+14 3.54664e+14 1.06676e+14 1.34725e+14 1.06364e+14 9.25112e+13 9.04761e+13 1.08981e+14 8.50719e+13 8.52354e+13 3.05646e+14 7.68381e+13 1.06261e+14 3.62802e+14 2.35007e+14 2.1183e+14 2.60423e+14
threshold=451.00000000000006 54.431501800000014 38.657016300000002 39.652459050000012 8.5000000000000018 56.760749800000006 1.5000000000000002 6.0000000000000009 36.593086150000012 35.705000000000005 37.46219940000001 37.475446350000006 55.988910100000005 56.006509350000009 37.843405600000004 55.93962770000001 37.71815560000001 11.500000000000002 37.517483500000004 56.342669500000007 37.804148700000006 55.568628050000008 15.500000000000002 16.500000000000004 37.563506350000004 12.500000000000002 55.579943700000008 16.500000000000004 55.753967500000009 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 -8 -9 -10 -11 21 15 14 -14 24 17 -17 -15 20 -20 22 -12 -24 25 26 -13 -27 29 -28
right_child=-2 3 -4 -5 -6 -7 7 8 9 10 11 12 13 18 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 28 -29 -30 -31
leaf_value=44286.683720930239 -38.544908481195989 -431.95795156781253 -1700.4536397058823 -13431.780136960631 151074.42611400466 -36612.647871387453 1316.0361272494883 41915.888899227488 29248.360886815215 2100.6174430663955 -53118.008896789841 4688.4323909112591 -231795.14593750003 -65211.212156293441 215823.41748173704 -24625.237093304986 -40254.914128600998 59091.868338639768 89618.549190911348 -45078.976488072665 9788.6184753448251 -7396.9339230600599 118169.4348729184 -35432.084132108612 -2834.9737800516323 29250.848645326823 -97394.589814453138 447.79037240241934 -13071.343090820314 -349862.25199519238
leaf_weight=43 3396489 260955 85 1115 27 133 285801 439 572 32398 1063 1026 20 163 154 316 1494 292 221 206 756 3245 152 877 68651 3605 110 13223 108 65
leaf_count=43 3396489 260955 85 1115 27 133 285801 439 572 32398 1063 1026 20 163 154 316 1494 292 221 206 756 3245 152 877 68651 3605 110 13223 108 65
internal_value=0 193.289 37669.7 184.71 85476.2 207.168 214.413 620.898 -917.328 -1063.41 -1198.72 -2315.12 -1416.72 23612.6 164373 -1844.72 -24104.5 15581 5416.19 15147.6 27846.4 -17534.1 -33258.4 -12742.6 -1305.59 4483.36 -22960.9 6618.16 -123202 -191168
internal_weight=0 677315 155 677160 70 676045 675912 414957 129156 128717 128145 95747 90410 1520 174 88890 2102 608 1346 1183 977 5337 2092 1029 86788 18137 1309 16828 283 175
internal_count=4073804 677315 155 677160 70 676045 675912 414957 129156 128717 128145 95747 90410 1520 174 88890 2102 608 1346 1183 977 5337 2092 1029 86788 18137 1309 16828 283 175
is_linear=0
shrinkage=0.1


Tree=1508
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 4 1 1 1 1 1 4 4 1 3 0 1 4 6 0 1 1 0 6 3 4 3 4 0 0
split_gain=3.07435e+12 1.20933e+13 1.85855e+13 3.62901e+13 2.54425e+13 2.61053e+13 2.3914e+13 2.29214e+13 2.08727e+13 3.39896e+13 2.08902e+13 2.17229e+13 1.99716e+13 2.68388e+13 1.95748e+13 2.44931e+13 1.63852e+13 2.07754e+13 2.54857e+13 1.63109e+13 4.75476e+13 6.18391e+13 1.33102e+14 1.15974e+14 9.38514e+13 4.22207e+13 5.81936e+13 3.39068e+13 2.709e+13 2.7914e+13
threshold=41.505000000000003 40.015000000000008 43.687280500000007 43.550475500000012 40.905000000000008 10.500000000000002 39.763755750000009 40.024897700000004 39.718675700000013 39.703507450000011 39.723160900000003 4.5000000000000009 7.5000000000000009 39.723160900000003 4.5000000000000009 43.6005307 39.939672500000007 11.500000000000002 40.610000000000007 55.791814000000009 37.543519500000009 37.618684050000006 55.710673100000008 40.610000000000007 2.5000000000000004 8.5000000000000018 6.5000000000000009 17.500000000000004 55.050541250000002 55.061158000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 7 14 8 9 -6 -10 -12 13 -5 -7 -16 17 18 -3 20 -4 22 -22 -24 -25 -26 -27 -23 -29 -30
right_child=-2 2 19 4 5 6 -8 -9 10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 27 23 24 25 26 -28 28 29 -31
leaf_value=18.136596247779998 -59.63995132813664 72250.073843749997 -6929.1050225495774 199778.86168478263 -13632.250250400641 -5615.035866477273 -37882.791331845241 107205.21785714287 -72868.108721893324 129321.74601293105 57618.4315612793 -21979.577757568361 23867.152153320316 61488.28524305555 160218.96183696546 53241.55769292092 5475.3779786053829 -120856.95198709238 -43251.630058834882 2489.330101546097 12062.362109650507 1533.4508453461949 292113.05723958334 -104376.72845052084 239451.43522727271 -53142.141992187506 167072.81830357143 -873.45887496215209 -23244.370553206041 -5504.6783103614634
leaf_weight=1158149 2768799 25 8599 23 39 22 21 21 50 29 48 120 40 36 38 49 476 23 81 44044 1152 72403 30 24 22 21 28 14061 1124 4207
leaf_count=1158149 2768799 25 8599 23 39 22 21 21 50 29 48 120 40 36 38 49 476 23 81 44044 1152 72403 30 24 22 21 28 14061 1124 4207
internal_value=0 126.537 981.411 13694.5 32641.8 22271.9 59831.4 6367.14 -1037.05 47333.4 -16125.1 762.711 78415.9 115398 78657.1 99967.3 -3091.83 -34704.2 -16010.7 881.864 185.507 842.832 22697.1 120707 66578.4 124366 72695 538.808 -3174.84 -9244.95
internal_weight=0 1.305e+06 146856 1141 536 437 130 307 286 68 218 168 99 59 109 87 605 129 106 145715 101671 93072 1277 125 95 71 49 91795 19392 5331
internal_count=4073804 1305005 146856 1141 536 437 130 307 286 68 218 168 99 59 109 87 605 129 106 145715 101671 93072 1277 125 95 71 49 91795 19392 5331
is_linear=0
shrinkage=0.1


Tree=1509
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 7 1 1 0 1 0 6 6 6 6 7 5 3 6 6 1 1 2 5 6 6 0 0 0 3
split_gain=2.68004e+12 2.21234e+13 1.16985e+14 6.10047e+13 8.24937e+13 2.04456e+14 3.48059e+14 1.58719e+14 1.44781e+14 1.66982e+14 2.18473e+14 1.38717e+14 1.32311e+14 1.09731e+14 8.10759e+13 6.80426e+13 6.05341e+13 6.32861e+13 5.61216e+13 1.42373e+14 6.6376e+13 5.60772e+13 6.04086e+13 6.2711e+13 5.25541e+13 4.90277e+13 4.75752e+13 3.0681e+14 1.17849e+14 1.01931e+14
threshold=5.5000000000000009 6.5000000000000009 2865.5000000000005 60.042359000000012 59.882709350000006 6.0000000000000009 30.315889700000003 37.318079750000003 59.91832440000001 30.205407000000005 60.002985000000002 57.005000000000003 74.015000000000015 106.49500000000002 41.990000000000002 6.0000000000000009 1.5000000000000002 4.5000000000000009 73.00500000000001 73.995000000000019 30.242318500000007 38.958307950000012 2599.0000000000005 4.5000000000000009 189.00000000000003 50.010000000000012 45.109778000000006 45.125532050000011 45.082176650000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 12 11 13 10 -10 -2 16 -6 -9 -5 17 25 -11 -20 -21 26 -23 -24 -25 -7 28 29 -16 -28
right_child=1 -3 -4 15 5 6 -8 14 9 18 -12 -13 -14 -15 21 -17 -18 -19 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=129.71403230511294 -875.40999264232187 -4.8694602911715528 3003.7711674360939 62893.17906789144 -73703.638019544815 19611.975849184786 -163487.84508522728 48.093767706854933 318153.85428754025 -29956.873296847494 -62861.387912326391 39999.324287544288 272193.06873224437 52638.608859734784 -4888.4747010522187 -66417.879716896525 -20073.320507812503 210196.66536458337 260442.03656250003 122874.01994243421 -10729.680715310926 11454.332249991707 -15352.781921588548 98241.707372763005 -55475.428854166676 166327.30354434744 -51374.059858141452 -5035.6336969958684 -58981.968523479969 90116.499981843008
leaf_weight=1145099 1888 2849416 31734 240 720 69 55 15695 34 1775 27 1482 44 76 3236 49 46 45 20 38 1735 942 13563 86 30 34 57 4632 460 477
leaf_count=1145099 1888 2849416 31734 240 720 69 55 15695 34 1775 27 1482 44 76 3236 49 46 45 20 38 1735 942 13563 86 30 34 57 4632 460 477
internal_value=0 -50.7171 -1698.35 -4836.13 -5116.19 -17661.9 63237.2 -3725.04 -23018.6 -14547.1 149508 17099.8 115632 -61640.8 -5516.34 40968.5 80122.8 111265 -17351.8 -4873.36 -7866.21 -9235.36 -13039.8 -14726.6 58487.3 68042.3 -2958.54 3238.91 -11620.9 75013.6
internal_weight=0 2.9287e+06 79289 47555 47266 4718 293 42548 4425 3629 61 3370 238 796 39178 289 194 148 3568 1793 1773 23483 14621 13679 116 103 8862 5166 3696 534
internal_count=4073804 2928705 79289 47555 47266 4718 293 42548 4425 3629 61 3370 238 796 39178 289 194 148 3568 1793 1773 23483 14621 13679 116 103 8862 5166 3696 534
is_linear=0
shrinkage=0.1


Tree=1510
num_leaves=31
num_cat=0
split_feature=1 1 6 4 0 3 6 6 6 0 0 0 6 1 6 6 0 2 4 0 1 6 1 7 6 1 4 1 4 7
split_gain=2.68896e+12 5.01924e+13 2.92958e+13 3.02349e+13 2.11862e+13 2.08485e+13 1.9889e+13 2.8039e+13 3.0666e+13 1.91781e+13 1.28727e+14 7.3104e+13 7.08095e+13 4.80323e+13 4.42985e+13 3.38444e+13 3.07875e+13 7.7406e+13 2.87041e+13 2.83966e+13 1.00857e+14 4.89809e+13 2.81352e+13 4.30819e+13 3.28946e+13 2.80936e+13 2.804e+13 2.80281e+13 3.39769e+13 2.88851e+13
threshold=82.970388650000018 82.965501500000016 33.585000000000008 25.500000000000004 55.039488700000007 22.500000000000004 74.615000000000009 67.91500000000002 59.815000000000005 55.080855950000007 55.102137100000007 55.061158000000006 73.41500000000002 82.971668900000012 80.720000000000013 38.205000000000005 55.390026600000006 3658.0000000000005 5.5000000000000009 55.60524465000001 86.169282750000022 99.050000000000011 82.981285100000022 6.0000000000000009 62.995000000000012 86.020047450000007 6.5000000000000009 86.020047450000007 5.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 11 15 -2 22 14 -14 -11 27 19 -15 20 21 -18 23 -13 -25 -21 -24 29 -29 -12
right_child=9 2 3 4 -6 6 -8 -9 -10 10 16 12 13 18 -16 -17 17 -19 -20 25 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-10.894249927596526 -334.20626829417529 -4187.1347369934692 4300.8181285521669 44023.337052255309 -21803.398171856817 49337.707558776288 -4518.2254639823486 104922.52797379033 -63614.64594254033 4748.3818004347895 -4933.7824103380963 -3269.5839418050209 115061.63690929879 -45671.815092424295 -30219.164952761628 34773.040212785992 -8508.5264527255349 657.25155863356986 -8003.5118226043942 -609.09851450602207 53045.012467000779 -108089.39757031249 1072.6318012570114 21748.490144094918 108301.14982638891 -25987.126465662299 -22688.851356784289 13063.268497154413 2066.8723446981598 16328.77409258636
leaf_weight=3450934 464988 4692 40620 53 631 107 106 62 31 513 4217 2092 41 937 43 1400 4076 80926 258 585 273 50 780 235 54 1715 1367 5364 5901 753
leaf_count=3450934 464988 4692 40620 53 631 107 106 62 31 513 4217 2092 41 937 43 1400 4076 80926 258 585 273 50 780 235 54 1715 1367 5364 5901 753
internal_value=0 32.9879 3303.57 4148.23 -16702.8 4496.72 30501.1 49061.4 23964.4 -200.092 1016.67 -473.461 -11624.1 -32401.3 40691.7 26721.5 543.215 -197.882 -37539.2 -10528.2 -5820.4 -9715.27 -5755.26 1730.02 37921 -19532.3 -14056.4 4543.13 7302.97 -1712.31
internal_weight=0 3.49724e+06 46302 41610 684 40926 306 200 138 576568 105773 470795 5807 1279 84 1913 103860 87625 1195 6699 4399 4126 4528 2381 289 2300 2147 16235 11265 4970
internal_count=4073804 3497236 46302 41610 684 40926 306 200 138 576568 105773 470795 5807 1279 84 1913 103860 87625 1195 6699 4399 4126 4528 2381 289 2300 2147 16235 11265 4970
is_linear=0
shrinkage=0.1


Tree=1511
num_leaves=31
num_cat=0
split_feature=1 4 7 6 5 0 1 6 1 1 3 0 4 4 6 1 0 3 3 0 1 6 0 4 0 0 6 4 4 6
split_gain=2.65394e+12 2.10046e+13 5.8509e+13 7.8751e+13 8.90132e+13 1.36869e+14 1.05326e+14 6.7699e+13 6.49636e+13 8.89014e+13 7.62829e+13 6.44403e+13 1.11813e+14 8.47271e+13 6.73079e+13 6.54744e+13 6.13841e+13 5.78201e+13 1.20088e+14 5.76158e+13 1.34674e+14 8.77571e+13 8.3997e+13 5.47993e+13 4.97729e+13 1.61278e+14 8.85113e+13 7.39806e+13 1.54517e+14 1.08649e+14
threshold=30.242318500000007 14.500000000000002 6.0000000000000009 91.02500000000002 2.5000000000000004 59.905532300000012 30.205407000000005 94.02500000000002 30.226173900000003 30.205407000000005 7.5000000000000009 59.848366150000011 17.500000000000004 19.500000000000004 86.030000000000015 30.157841000000001 60.05226170000001 11.500000000000002 9.5000000000000018 60.034792100000011 30.157841000000001 67.91500000000002 59.856552950000008 17.500000000000004 60.028671700000011 60.01610465000001 70.00500000000001 11.500000000000002 12.500000000000002 81.02500000000002
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 24 3 4 -3 11 16 8 9 23 -11 -6 15 14 -14 -13 -7 18 -15 20 22 -22 -4 -5 25 -1 -27 -26 -29 -30
right_child=-2 2 19 7 5 6 -8 -9 -10 10 -12 12 13 17 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=123.05370389849423 13.871546691759953 632.81423917326572 -11711.190536672482 -81243.042230373481 42178.657954870156 116891.72153810554 29549.022594880407 -10564.778750316083 71426.52935987903 -59567.242838541664 -231364.25521763391 67005.975145348842 55404.545124710938 -3966.0890048668039 248777.96822916667 -62965.590379290785 -53853.658593750006 -33271.661189840568 197615.64707532054 2961.009563394719 -17508.149921288237 -57438.580568918311 9441.6187888857385 47777.706051136367 -167.50394765007289 -19005.855199688271 -76493.855405345836 39081.134275350771 5863.340318179924 -90234.495660648507
leaf_weight=66599 3956930 16189 3853 82 270 249 730 1483 31 48 56 43 72 122 24 393 23 230 39 4608 4781 622 3661 55 6635 963 371 1813 2706 123
leaf_count=66599 3956930 16189 3853 82 270 249 730 1483 31 48 56 43 72 122 24 393 23 230 39 4608 4781 622 3661 55 6635 963 371 1813 2706 123
internal_value=0 -469.64 -2413.77 1262.93 3195.02 22092.3 49339.5 -18976.1 -64836.6 -82364.2 -152073 -792.555 -13362.7 19569.7 103748 -50147.3 102454 -1098.04 44864.3 -6638.88 -10063.5 -22105 -1405.04 -29446.4 454.784 -566.538 -34993.9 6607.26 16290.7 1685.17
internal_weight=0 116874 37664 20139 18384 2195 1002 1755 272 241 104 1193 923 487 96 436 272 391 161 17525 12917 5403 7514 137 79210 67933 1334 11277 4642 2829
internal_count=4073804 116874 37664 20139 18384 2195 1002 1755 272 241 104 1193 923 487 96 436 272 391 161 17525 12917 5403 7514 137 79210 67933 1334 11277 4642 2829
is_linear=0
shrinkage=0.1


Tree=1512
num_leaves=31
num_cat=0
split_feature=6 6 6 6 2 1 6 5 2 0 7 4 4 1 1 4 4 7 4 1 6 0 0 4 6 6 0 2 2 4
split_gain=2.56987e+12 4.75757e+13 3.779e+13 3.3004e+13 5.77294e+13 2.4526e+13 2.32209e+13 1.87008e+13 5.33623e+13 5.30679e+13 3.63112e+13 4.23977e+13 3.59986e+13 2.66208e+13 2.51101e+13 2.42794e+13 2.38158e+13 2.29487e+13 3.59511e+13 3.12015e+13 3.04511e+13 2.61143e+13 2.68045e+13 4.30106e+13 3.17871e+13 3.24221e+13 2.86007e+13 2.44489e+13 2.43799e+13 3.07802e+13
threshold=39.305000000000007 39.025000000000013 39.005000000000003 39.355000000000011 2599.0000000000005 30.260128500000004 38.205000000000005 1.5000000000000002 75.000000000000014 59.933037250000005 6.0000000000000009 12.500000000000002 13.500000000000002 30.323041000000003 30.438492500000006 9.5000000000000018 3.5000000000000004 6.0000000000000009 8.5000000000000018 30.242318500000007 33.005000000000003 59.91832440000001 59.950512650000007 6.5000000000000009 37.705000000000005 33.805000000000007 59.963561900000009 451.00000000000006 2632.5000000000005 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 6 4 -2 -3 7 17 16 -10 11 15 -13 -14 -12 -11 -9 28 21 20 -20 27 23 -23 25 -25 -24 -19 29 -1
right_child=3 5 -4 -5 -6 -7 -8 8 9 10 14 12 13 -15 -16 -17 -18 18 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-1494.5253824920874 84187.180816736014 -12095.155626240277 -5886.4928874658117 -27.239788919138682 -6294.2587942377613 7357.3185767592331 1739.4438370685843 -70503.062056587834 -4091.0153126592895 7086.553517880754 31872.057990262281 -107291.60566821809 21692.134666160302 -31835.699622319371 -6858.0184366272269 63917.765234680177 10121.324144740393 -12476.94833085 3828.4519568307546 -91.72884734847085 -9651.9337183363878 -2501.1501869248468 56739.791582661288 -15356.363811990488 16477.539408482142 -112752.6890830592 -14438.023406585839 -2517.436618827574 680.94218138715496 2467.4320903982125
leaf_weight=113892 71 686 10573 3020722 10310 11748 81735 37 37570 1246 875 47 135 298 207 80 3746 2815 2255 191336 6523 163 62 46 35 133 631 19813 532327 23687
leaf_count=113892 71 686 10573 3020722 10310 11748 81735 37 37570 1246 875 47 135 298 207 80 3746 2815 2255 191336 6523 163 62 46 35 133 631 19813 532327 23687
internal_value=0 135.418 61.2112 -46.5838 -5675.42 6284.1 122.882 -17.9877 -2024.89 -3086.88 9975.9 1296.77 -24169.4 -15146.9 24462.5 10515.3 9332.77 81.3584 -795.328 -359.182 -6188.93 -4478.29 -19743.9 -41202.8 -70681.2 -87723.5 -8070.02 -3756.43 374.255 -812.394
internal_weight=0 1.0427e+06 1.03027e+06 3.0311e+06 10381 12434 1.01969e+06 937959 44241 40458 2888 1806 480 433 1082 1326 3783 893718 223812 200114 8778 23698 1070 377 214 179 693 22628 669906 137579
internal_count=4073804 1042701 1030267 3031103 10381 12434 1019694 937959 44241 40458 2888 1806 480 433 1082 1326 3783 893718 223812 200114 8778 23698 1070 377 214 179 693 22628 669906 137579
is_linear=0
shrinkage=0.1


Tree=1513
num_leaves=31
num_cat=0
split_feature=4 1 4 1 1 3 6 6 0 1 0 6 1 6 1 1 6 2 1 6 0 1 0 0 7 6 4 3 0 7
split_gain=2.83671e+12 2.42475e+13 4.22712e+13 3.85605e+13 1.01022e+14 8.95609e+13 8.31862e+13 1.19218e+14 5.85871e+13 3.75386e+13 5.12958e+13 4.05784e+13 4.91578e+13 3.48541e+13 3.48286e+13 3.42399e+13 5.50358e+13 8.81758e+13 5.90755e+13 5.56747e+13 5.81243e+13 5.18579e+13 7.86336e+13 1.47085e+14 1.09424e+14 8.14988e+13 8.48724e+13 7.54931e+13 6.52472e+13 6.04377e+13
threshold=10.500000000000002 37.957884500000006 11.500000000000002 60.636764050000004 60.549354600000008 5.5000000000000009 84.00500000000001 101.02000000000002 56.818587550000011 82.901648750000021 55.034466500000008 149.05000000000004 82.895858600000011 134.05000000000004 38.927872750000006 60.571186450000006 74.015000000000015 2970.5000000000005 56.02161850000001 76.00500000000001 45.090603300000005 60.590708550000009 56.850115550000005 56.818587550000011 6.0000000000000009 128.05000000000004 12.500000000000002 5.5000000000000009 56.838524800000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 11 -11 13 -13 -5 -3 16 -4 18 19 20 -18 22 23 29 25 26 -25 28 -27 -17
right_child=1 2 15 9 5 6 7 -9 -10 10 -12 12 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=64.573896621452306 352.78517433045045 -22589.983202441294 -358.70981336624067 -14859.465573527927 899.59334607354526 -29851.869474051342 300463.56156684033 64645.845128242931 84916.601593868079 -8879.0829446587504 17341.351982411932 -11989.217283630373 -139096.96761853449 71664.122972074474 -1679.6549065585432 -12989.401600770363 551.24885436219063 -8003.6658190678445 34430.972766744679 -385.94527664483655 -17736.082730246369 328.95406215580522 -5043.7056032660039 -31627.160849795982 90016.385469111701 -33484.951445312501 47333.047347277403 -79098.403817327242 190384.22500000001 25561.488077920945
leaf_weight=2547999 653419 857 453405 4939 290 70 36 53 122 3106 982 64 58 47 11293 1249 3080 25758 464 60074 3989 297962 2177 157 351 30 1024 123 23 603
leaf_count=2547999 653419 857 453405 4939 290 70 36 53 122 3106 982 64 58 47 11293 1249 3080 25758 464 60074 3989 297962 2177 157 351 30 1024 123 23 603
internal_value=0 -107.834 -452.839 -4789.01 -1222.7 39884.4 80117.8 160033 43073.9 -9722.36 -2580.53 -15438.1 -72417.5 -14043.9 -3154.56 -341.094 -813.98 -3024.89 -1128 -1373.73 -9768.2 510.275 9927.52 19082.7 40248.5 27375.7 36836.2 -36106.9 63665.8 -437.465
internal_weight=0 1.5258e+06 872386 21917 12721 571 281 89 192 9196 4088 5108 122 4986 12150 850469 546770 93365 67607 67143 7069 303699 5737 3560 1708 1357 1181 176 53 1852
internal_count=4073804 1525805 872386 21917 12721 571 281 89 192 9196 4088 5108 122 4986 12150 850469 546770 93365 67607 67143 7069 303699 5737 3560 1708 1357 1181 176 53 1852
is_linear=0
shrinkage=0.1


Tree=1514
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 1 0 1 7 4 1 6 4 4 1 3 4 6 6 6 4 5 4 6 6 7 0 6 4 6
split_gain=2.88781e+12 2.63721e+13 1.73274e+14 2.20904e+14 1.60297e+14 1.47077e+14 1.39668e+14 1.87693e+14 1.66359e+14 2.13663e+14 1.65002e+14 1.87326e+14 1.36788e+14 1.28367e+14 1.95368e+14 1.06794e+14 8.47501e+13 8.32981e+13 1.139e+14 7.89917e+13 1.4286e+14 8.17862e+13 1.00382e+14 1.20494e+14 7.92765e+13 7.82795e+13 7.78392e+13 1.26554e+14 7.72491e+13 7.41962e+13
threshold=59.950512650000007 59.982409200000006 30.330566300000005 11.500000000000002 73.995000000000019 30.242318500000007 59.963561900000009 30.277905650000005 6.0000000000000009 15.500000000000002 30.260128500000004 57.410000000000004 13.500000000000002 7.5000000000000009 30.389265100000003 5.5000000000000009 17.500000000000004 45.005000000000003 40.015000000000008 66.990000000000023 8.5000000000000018 1.5000000000000002 7.5000000000000009 52.990000000000002 59.245000000000012 6.0000000000000009 59.963561900000009 71.030000000000015 12.500000000000002 90.045000000000016
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 4 5 25 7 10 12 -10 -5 -12 -9 14 -4 -7 -8 18 -17 21 -21 -19 -23 -24 -25 -2 -22 -28 -13 -15
right_child=1 -3 13 6 -6 15 16 8 9 -11 11 28 -14 29 -16 17 -18 19 -20 20 26 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=20.21026626980105 -24678.072490911203 71.484293868857435 -65134.413312913995 -21930.176742956599 -2447.0149119870671 22168.986882733985 47164.92968954816 158794.12980769231 -192409.86379801435 -39182.182414254428 -83798.520972842263 35648.884479166671 -45850.107414465761 -6971.2266650147985 -11369.372096948575 72814.313802083343 -29240.855536314499 59530.456788561183 -58804.159881917934 -75512.934784526224 140659.23748697917 -34684.557196969698 -8295.7822265625 285519.74733796297 145055.20221126097 -216036.52690217394 -159832.34492187502 140826.68583984376 228727.7028218284 22119.335661947487
leaf_weight=3851859 303 192989 953 1318 3084 3338 447 39 192 173 42 30 201 14074 2324 132 215 412 131 93 90 33 40 54 157 23 28 28 67 935
leaf_count=3851859 303 192989 953 1318 3084 3338 447 39 192 173 42 30 201 14074 2324 132 215 412 131 93 90 33 40 54 157 23 28 28 67 935
internal_value=0 -350.749 -3164.9 6961.97 15386.6 26698.5 -17612.9 -30443 -77263 -119784 -11001.6 92623.6 -12595.4 -9073.99 -27005 31361.2 22350.4 56973.7 7255.3 70958.6 21357.6 87991.2 129279 150836 181003 -38178.8 83062.8 -9502.83 169013 -5159
internal_weight=0 221945 28956 10670 7946 4862 2724 2062 605 365 1457 139 240 18286 3277 4536 662 1198 263 935 239 696 284 251 211 326 146 56 97 15009
internal_count=4073804 221945 28956 10670 7946 4862 2724 2062 605 365 1457 139 240 18286 3277 4536 662 1198 263 935 239 696 284 251 211 326 146 56 97 15009
is_linear=0
shrinkage=0.1


Tree=1515
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 7 3 1 6 6 5 4 6 4 6 6 4 1 6 0 0 6 2 4 0 0 4 4 0 1
split_gain=2.89361e+12 4.08119e+13 3.50056e+13 4.79803e+13 3.98485e+13 4.25995e+13 4.73605e+13 4.17455e+13 4.10622e+13 8.31206e+13 5.90343e+13 6.89529e+13 3.77959e+13 3.4975e+13 7.20285e+13 4.97806e+13 3.20326e+13 3.13128e+13 4.49543e+13 3.32778e+13 3.37774e+13 3.37252e+13 3.28904e+13 3.48932e+13 4.19084e+13 7.54162e+13 6.04908e+13 4.86784e+13 3.46651e+13 4.4878e+13
threshold=50.298521650000005 49.692247900000005 54.010000000000012 53.175387700000009 53.356310450000002 6.0000000000000009 1.5000000000000002 50.213874250000011 189.00000000000003 149.05000000000004 3.5000000000000004 9.5000000000000018 82.00500000000001 9.5000000000000018 82.00500000000001 91.02500000000002 17.500000000000004 52.061190950000004 88.00500000000001 55.622114900000007 55.60524465000001 122.65000000000002 3062.5000000000005 3.5000000000000004 55.685785750000008 55.633951400000008 13.500000000000002 5.5000000000000009 61.78914120000001 50.815483650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -8 -11 -12 16 14 -7 -15 -4 18 22 20 -20 -22 23 -2 25 -25 -27 -26 -24 -30
right_child=17 2 3 4 -6 13 7 -9 -10 10 11 -13 -14 15 -16 -17 -18 -19 19 -21 21 -23 28 24 27 26 -28 -29 29 -31
leaf_value=11.779708081146275 8620.8486810287704 777.07129643347503 2629.1948687966669 -6549.334228800737 -15876.399090429724 2932.3685201322114 18856.364225485031 5950.2248071594768 -60851.264081101195 -10180.367887931036 87431.856815159583 292984.76618750003 -35654.180433974536 3569.1363905740445 103907.32327390062 -25573.21330219935 -40008.803583707515 -41.576243925363997 -36310.883398088728 -12056.662008836913 -53675.314227764429 -226399.96584960941 751.82416343855573 -15273.418336594579 -9885.457869501688 10383.324230146261 -81314.708142419768 -37029.587352572205 -5980.4664172715948 -52171.627513722997
leaf_weight=2435175 1217 27710 1920 1156 646 260 6431 3474 63 29 47 25 377 2834 97 739 194 1560504 280 898 26 20 19921 3016 1932 2584 74 1004 874 277
leaf_count=2435175 1217 27710 1920 1156 646 260 6431 3474 63 29 47 25 377 2834 97 739 194 1560504 280 898 26 20 19921 3016 1932 2584 74 1004 874 277
internal_value=0 67.5224 3018.33 6413.55 8447.06 9483.88 12621 14821.9 19495.1 20270 110284 158804 -6485.46 523.602 30368.1 -2458.35 -1283.66 -105.194 -3195.69 -21991.4 -49357.7 -128773 -2451.14 -7228.68 -9468.97 -4450.37 7830.41 -19167.7 -223.11 -17096.8
internal_weight=0 2.48118e+06 46002 18292 15801 15155 11225 10069 6595 6532 101 72 2491 3930 357 3573 2114 1.59263e+06 32123 1224 326 46 30899 9827 8610 5674 2658 2936 21072 1151
internal_count=4073804 2481177 46002 18292 15801 15155 11225 10069 6595 6532 101 72 2491 3930 357 3573 2114 1592627 32123 1224 326 46 30899 9827 8610 5674 2658 2936 21072 1151
is_linear=0
shrinkage=0.1


Tree=1516
num_leaves=31
num_cat=0
split_feature=6 5 1 1 1 4 4 0 1 0 3 4 0 4 0 0 0 1 4 4 4 1 7 7 6 1 0 1 7 0
split_gain=2.75897e+12 4.35947e+13 4.32537e+13 3.19077e+13 5.14796e+13 1.33979e+14 5.77482e+13 5.19914e+13 4.59203e+13 8.67456e+13 4.31264e+13 4.11177e+13 3.49187e+13 3.44176e+13 3.12451e+13 6.16715e+13 5.84985e+13 1.23596e+14 8.65973e+13 1.49532e+14 6.66077e+13 1.26592e+14 1.19785e+14 7.1134e+13 6.73591e+13 6.3448e+13 7.7081e+13 1.64715e+14 1.3996e+14 9.28705e+13
threshold=77.010000000000005 2.5000000000000004 82.92647190000001 82.941727000000014 82.948524700000021 16.500000000000004 20.500000000000004 55.018166200000003 82.956351500000011 55.02095400000001 24.500000000000004 19.500000000000004 55.043091000000011 21.500000000000004 59.905532300000012 55.834019500000004 55.883833400000007 38.657016300000002 14.500000000000002 9.5000000000000018 22.500000000000004 37.374856000000008 6.0000000000000009 6.0000000000000009 110.01500000000001 38.247071200000008 55.850146250000009 37.503969450000007 6.0000000000000009 55.858844800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -5 9 -6 12 -10 -4 -14 15 -3 17 18 19 -17 21 23 -22 24 -20 26 28 29 -21 -28
right_child=1 14 3 4 6 -7 -8 -9 11 -11 -12 -13 13 -15 -16 16 -18 -19 20 25 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-30.030624491276473 -1591.4113226472934 1098.3409273495843 -59584.475592093484 195082.34599184783 -164789.38063038792 -17247.987258949765 47727.807966583459 61660.392128906249 -11767.618098991654 -460.00246446397568 78784.528530883792 -120800.58908482143 22201.712478915128 -68123.30434727823 3454.0415896869818 -18754.643447107213 -1006.5007429081525 -37502.103821560857 4920.2296205619132 107.02233186141305 -37277.411999279662 -28573.354284571964 9541.7103481860413 176112.58950892859 175418.7739332933 124969.44204286986 -2258.9608854166668 -1839.7815779702087 151555.08901141825 212639.92248335044
leaf_weight=3595075 53099 280218 349 46 58 237 151 80 2931 72 32 35 132 62 34652 786 97346 1333 213 115 697 2543 2530 35 26 79 30 651 130 61
leaf_count=3595075 53099 280218 349 46 58 237 151 80 2931 72 32 35 132 62 34652 786 97346 1333 213 115 697 2543 2530 35 26 79 30 651 130 61
internal_value=0 225.519 -2362.85 -12150.8 -8665.95 27049.2 -12658.7 110370 -15603.9 -73776.2 -34029.4 -13054.3 -40677.7 -6665.05 577.337 319.619 -1727.88 -9336.86 -4582.01 14336.6 -10379.1 -21614.9 -570.756 42966.6 23468.2 38736 31833.9 15775.7 80467.2 141794
internal_weight=0 478729 57284 4185 3610 363 3247 126 3096 130 575 2966 543 194 421445 386793 106575 9229 7896 1852 6044 2817 3227 274 239 1066 987 742 245 91
internal_count=4073804 478729 57284 4185 3610 363 3247 126 3096 130 575 2966 543 194 421445 386793 106575 9229 7896 1852 6044 2817 3227 274 239 1066 987 742 245 91
is_linear=0
shrinkage=0.1


Tree=1517
num_leaves=31
num_cat=0
split_feature=6 0 1 1 6 1 4 6 3 4 4 3 6 0 6 6 1 4 0 1 3 4 0 3 4 4 3 6 0 4
split_gain=2.89634e+12 1.40778e+13 3.05756e+13 1.05494e+14 9.73055e+13 5.8501e+13 7.91469e+13 5.1544e+13 4.52811e+13 4.07533e+13 4.32809e+13 4.28582e+13 4.01461e+13 6.25475e+13 4.54943e+13 6.19397e+13 4.66299e+13 5.08882e+13 3.33009e+13 6.78841e+13 5.86929e+13 3.25893e+13 3.15451e+13 2.92767e+13 3.30154e+13 2.57029e+13 4.62347e+13 4.00645e+13 3.37665e+13 3.36367e+13
threshold=102.04000000000001 59.950512650000007 30.260128500000004 30.277905650000005 116.05000000000001 30.226173900000003 7.5000000000000009 112.00500000000001 5.5000000000000009 5.5000000000000009 9.5000000000000018 6.5000000000000009 112.00500000000001 59.963561900000009 106.49500000000002 104.01000000000001 30.323041000000003 9.5000000000000018 60.042359000000012 30.157841000000001 3.5000000000000004 8.5000000000000018 60.064438250000002 19.500000000000004 24.500000000000004 13.500000000000002 7.5000000000000009 103.03500000000001 60.028671700000011 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 5 4 9 18 -7 -8 -9 -4 -11 -12 13 14 15 -5 -16 -18 -3 20 22 -17 -20 25 -25 26 27 -15 29 -29
right_child=1 2 3 12 -6 6 7 8 -10 10 11 -13 -14 23 16 21 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=13.867963888230008 -209.50533362674634 8318.2851050571626 210138.71265624999 -33867.487890625001 -15923.038378208705 117689.00759114584 -72860.308565711442 -74359.552741699226 17782.722767333984 -51302.574479166673 135326.64401299504 38654.261286272325 1465.9055830293216 48558.399943033859 26667.455457089553 -277281.79875000002 -204009.80885416668 11970.637617187502 -57155.407818800413 137158.99434523811 -111754.60113790762 -115815.27600000001 43318.933382936513 119498.61660156251 -8983.670164930556 -29321.91955229107 46415.646655582474 -94500.439248511917 -3507.9101551496483 -18786.737994989955
leaf_weight=3966508 100272 764 25 44 140 30 357 80 160 24 101 84 3286 90 67 25 24 20 62 21 92 25 63 36 45 608 158 105 355 133
leaf_count=3966508 100272 764 25 44 140 30 357 80 160 24 101 84 3286 90 67 25 24 20 62 21 92 25 63 36 45 608 158 105 355 133
internal_value=0 -512.669 -4840.53 -1215.09 50021.2 -16847.4 -40803.8 -48768.3 -12931.4 89475 75041.6 91432.2 -5031.54 -17337.4 -69208.3 -120400 -25856.8 -105837 -1856.74 -34519.4 -51133.5 -196549 -6516.34 -10387.3 48119.6 -13657.9 -2333.61 -13610.9 -23046.4 -52189.8
internal_weight=0 107296 7024 5395 374 1629 627 597 240 234 209 185 5021 1735 205 94 111 44 1002 238 217 50 125 1530 81 1449 841 683 593 238
internal_count=4073804 107296 7024 5395 374 1629 627 597 240 234 209 185 5021 1735 205 94 111 44 1002 238 217 50 125 1530 81 1449 841 683 593 238
is_linear=0
shrinkage=0.1


Tree=1518
num_leaves=31
num_cat=0
split_feature=4 5 6 6 7 6 6 0 6 4 1 3 3 1 1 1 4 0 6 4 1 1 4 1 0 0 6 6 2 4
split_gain=2.62912e+12 1.92972e+13 5.73405e+13 4.44807e+13 7.76213e+13 7.60826e+13 7.49956e+13 7.44914e+13 1.21457e+14 7.36438e+13 1.05864e+14 1.63735e+14 2.85621e+14 1.33149e+14 1.54356e+14 1.01851e+14 9.72612e+13 7.72063e+13 7.69074e+13 7.59942e+13 1.2881e+14 7.35499e+13 1.04259e+14 6.82583e+13 5.7738e+13 5.66649e+13 6.30699e+13 6.70393e+13 5.63648e+13 1.3057e+14
threshold=9.5000000000000018 1.5000000000000002 50.010000000000012 49.010000000000012 6.0000000000000009 87.015000000000015 51.015000000000008 59.882709350000006 52.015000000000008 17.500000000000004 30.226173900000003 8.5000000000000018 7.5000000000000009 30.303340300000002 30.389265100000003 30.260128500000004 11.500000000000002 59.905532300000012 59.505000000000003 10.500000000000002 30.452677500000004 30.362494150000003 15.500000000000002 30.323041000000003 59.950512650000007 45.040161900000008 68.515000000000015 77.565000000000012 2882.5000000000005 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 -2 5 7 -6 21 -9 10 11 12 -10 15 -15 24 18 -11 -17 20 -16 22 23 -5 -12 26 -23 28 29 -28
right_child=1 2 -4 4 6 -7 -8 8 9 17 13 -13 -14 14 19 16 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-86.247632426560386 -60.686178974977445 2629.5920453870363 136.08149972583394 60484.342321311429 -7961.9702704108386 21726.728902090679 4338.0704095581514 12107.357172859578 -36733.44144078697 -92955.87474369444 42793.115844131098 41460.008395606885 -345929.79507770948 -58464.735705989791 312118.50228430709 -80603.777559267241 244803.16731085526 -34225.109673593972 102991.96929395445 5799.7563568922578 1864.9327392578125 1854.8351704609588 -4213.5892214250334 247858.94523809524 -87575.787484846442 -6779.6944518934633 252929.52855383835 -61506.802528505068 -26032.033019301471 40504.018895232373
leaf_weight=1892492 935183 100900 1072399 262 6439 1025 21538 914 82 290 82 69 47 537 23 29 38 981 107 378 32 5905 418 21 58 33360 46 37 34 78
leaf_count=1892492 935183 100900 1072399 262 6439 1025 21538 914 82 290 82 69 47 537 23 29 38 981 107 378 32 5905 418 21 58 33360 46 37 34 78
internal_value=0 74.8279 350.516 -246.065 -2626.44 -5204.78 1507.17 -5834.63 -19478.1 -29964.5 -14817.9 -82879.3 -149386 -4322.48 -22644.2 52276.4 103363 -47625.5 63842.9 21779.9 131607 -4588.88 27518.8 74388.5 -11216.9 -5159.26 3702.63 59657.6 88031.5 119307
internal_weight=0 2.18131e+06 1.1733e+06 1.00801e+06 72830 44853 27977 43828 3667 2753 1482 198 129 1284 970 314 174 1271 136 433 55 40161 701 283 140 39460 6100 195 158 124
internal_count=4073804 2181312 1173299 1008013 72830 44853 27977 43828 3667 2753 1482 198 129 1284 970 314 174 1271 136 433 55 40161 701 283 140 39460 6100 195 158 124
is_linear=0
shrinkage=0.1


Tree=1519
num_leaves=31
num_cat=0
split_feature=4 1 0 6 1 1 0 0 0 0 2 1 0 0 0 6 3 4 0 6 6 1 6 0 2 1 0 0 0 2
split_gain=2.79931e+12 2.07513e+13 5.53708e+13 5.51901e+13 5.18021e+13 1.12177e+14 1.31293e+14 9.04651e+13 6.70758e+13 5.3396e+13 4.89155e+13 4.44059e+13 6.48992e+13 1.15881e+14 4.29244e+13 6.45646e+13 4.12055e+13 4.10483e+13 4.00097e+13 3.96649e+13 3.59388e+13 3.57366e+13 3.52808e+13 9.48826e+13 3.69183e+13 3.52663e+13 3.40153e+13 3.71762e+13 9.21941e+13 1.17175e+14
threshold=5.5000000000000009 38.430814800000007 44.685196900000008 63.705000000000005 38.109452700000006 37.924401400000008 55.783232450000007 46.323575350000006 55.866549750000011 56.324067350000007 1696.0000000000002 38.166910000000009 55.622114900000007 55.579943700000008 56.288960650000007 70.00500000000001 2.5000000000000004 4.5000000000000009 55.82518790000001 87.395000000000024 93.050000000000011 38.011626600000007 76.00500000000001 55.539595350000006 1250.5000000000002 38.782330450000011 63.565651350000003 55.696737300000009 55.93962770000001 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 20 -6 18 11 22 12 13 -9 19 -16 -15 -18 -8 -13 -7 -10 24 -24 -3 -12 27 -5 29 -29
right_child=-2 10 3 4 7 6 8 9 21 -11 25 14 -14 16 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=9444.5806120740654 -51.833363211169527 -2451.4520011921336 1429.7623013999312 -6613.6079178632172 -23833.195870296251 -13097.755555630305 -68510.840223721592 -28261.342505296612 -64986.316356111056 -23966.757550880047 -9188.2403295019449 19913.217730246291 20873.222169434335 69828.132330839508 -17083.975664062502 228586.17649031931 247395.64396306817 117809.81400568184 -158142.98533653846 -24503.970907874871 37547.497178752878 -13771.256506055855 19580.595746882937 -36240.312411555424 -29176.198555649127 127.71691909400045 -44022.529826433638 -411.42657264025456 -2707.9296047256889 31047.021660925519
leaf_weight=7446 2928705 44383 189869 12294 619 998 110 59 298 257 4083 1295 329 59 20 23 44 55 91 238 163 251 443 974 523 852660 194 2900 22420 2001
leaf_count=7446 2928705 44383 189869 12294 619 998 110 59 298 257 4083 1295 329 59 20 23 44 55 91 238 163 251 443 974 523 852660 194 2900 22420 2001
internal_value=0 132.569 954.857 685.386 -2475.18 -3387.56 -27054.4 10221.5 -59666.3 19082.3 -87.8145 24296 48873 91324.4 15781.4 114321 135980 175404 -109091 13017.4 -5987.35 -41571.1 -3252.94 -18788.9 -2762.7 83.3196 -2251.45 -2046.89 8.05869 12432.6
internal_weight=0 1.1451e+06 242033 234587 44718 41720 1911 2998 750 2379 903066 2122 546 217 1576 43 158 99 201 1533 1161 549 46323 1417 44906 856743 39809 39615 27321 4901
internal_count=4073804 1145099 242033 234587 44718 41720 1911 2998 750 2379 903066 2122 546 217 1576 43 158 99 201 1533 1161 549 46323 1417 44906 856743 39809 39615 27321 4901
is_linear=0
shrinkage=0.1


Tree=1520
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 4 1 6 6 1 1 6 1 5 6 6 6 3 1 4 4 1 1 7 3 1 1 0 0 4
split_gain=2.70532e+12 2.27862e+13 4.04315e+13 3.21124e+13 6.09725e+13 5.50473e+13 4.28157e+13 4.11e+13 4.0349e+13 3.70557e+13 1.38793e+14 5.3891e+13 3.65192e+13 3.88407e+13 4.47489e+13 4.07818e+13 3.51558e+13 4.21965e+13 3.40446e+13 8.97295e+13 3.92772e+13 6.86955e+13 1.35086e+14 8.40194e+13 3.24979e+13 2.95686e+13 4.27851e+13 4.24637e+13 4.09264e+13 5.33642e+13
threshold=54.010000000000012 50.010000000000012 30.084656550000002 37.897576350000001 23.500000000000004 5.5000000000000009 37.873748150000004 51.015000000000008 50.410000000000004 37.503969450000007 37.543519500000009 53.995000000000012 82.956351500000011 1.5000000000000002 53.995000000000012 51.405000000000008 53.705000000000005 8.5000000000000018 37.488790500000007 25.500000000000004 24.500000000000004 30.242318500000007 30.260128500000004 6.0000000000000009 1.5000000000000002 37.71815560000001 37.682335600000009 55.633951400000008 55.812023600000011 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 25 -5 8 -8 -6 18 11 -11 -7 15 24 -14 -12 -18 20 -20 21 -10 23 -23 -15 26 -4 -27 -29 -30
right_child=-2 2 3 5 6 12 7 -9 9 10 16 -13 13 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=38.460205695877995 97.547907533459352 -13292.163914360706 -670.23063751162601 1049.6570876545438 -16814.291501379179 -3479.1054048725296 -81305.377351804127 -5843.0950541611264 -17345.139077296404 88702.92724942624 8905.7420357187711 -47091.360131835943 -29916.619706980717 16842.090599825966 -6722.9211861331705 -1537.3356486598543 120288.65047883066 23112.72791179657 -138561.60220905172 18667.766847213275 2729.7209365019585 1397.403125 15655.053231392836 134137.34035439946 3274.5209954900924 -3441.684381240012 -16230.605797810116 16777.024059620839 35421.293228983275 -6706.9725751998167
leaf_weight=2143200 1674459 2631 49855 56433 570 104006 97 282 363 337 2792 32 773 2056 4024 1468 62 160 58 97 4771 65 984 179 12492 3812 1832 3594 355 1965
leaf_count=2143200 1674459 2631 49855 56433 570 104006 97 282 363 337 2792 32 773 2056 4024 1468 62 160 58 97 4771 65 984 179 12492 3812 1832 3594 355 1965
internal_value=0 -68.0769 -959.487 -831.497 950.971 -1542.14 7862.07 -25156.7 9057.3 10546.9 19038.3 76926.7 -2713.93 1109.75 2610.36 -11326.4 11951.1 50251.9 6138.93 -40166.4 7267.09 20873.5 32171 98776.3 5191.96 -269.919 -1221.75 4788.43 10093.3 -260.622
internal_weight=0 2.39934e+06 256145 253514 72262 181252 10849 379 10470 9900 3383 369 124819 20813 18572 2241 3014 222 6517 155 6362 1591 1228 244 14548 61413 51687 9726 5914 2320
internal_count=4073804 2399345 256145 253514 72262 181252 10849 379 10470 9900 3383 369 124819 20813 18572 2241 3014 222 6517 155 6362 1591 1228 244 14548 61413 51687 9726 5914 2320
is_linear=0
shrinkage=0.1


Tree=1521
num_leaves=31
num_cat=0
split_feature=2 2 1 7 4 6 6 4 6 0 1 7 1 6 7 2 6 6 0 4 0 1 4 6 1 0 0 1 1 0
split_gain=2.72324e+12 6.73346e+13 6.29887e+13 4.31778e+13 6.31977e+13 1.14602e+14 5.25236e+13 3.7441e+13 2.62567e+13 2.61974e+13 1.00082e+14 7.96962e+13 4.58396e+13 6.62658e+13 2.50385e+13 3.31866e+13 2.8563e+13 2.52924e+13 2.1121e+13 6.74434e+13 4.65039e+13 4.62049e+13 4.33035e+13 4.22464e+13 3.58289e+13 6.85527e+13 6.17528e+13 1.13407e+14 5.32092e+13 3.13546e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 6.0000000000000009 16.500000000000004 93.050000000000011 55.405000000000008 9.5000000000000018 86.920000000000016 43.472751400000007 43.047633000000012 6.0000000000000009 42.186961750000002 71.715000000000018 6.0000000000000009 13916.000000000002 67.91500000000002 105.00500000000001 56.872182500000008 9.5000000000000018 61.78914120000001 118.02765200000002 25.500000000000004 76.00500000000001 59.999510900000011 56.986919400000012 57.205086850000008 60.620042600000012 60.770858000000011 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 11 12 -2 -14 16 -16 -12 -18 29 24 21 22 23 -21 -20 28 27 -27 -26 -11
right_child=9 2 3 6 5 -7 -8 8 -10 18 14 -13 13 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=32.267092535639129 -12853.742973097709 -75462.80405088015 -2733.970913748014 12252.968953068756 -13726.422620726893 -213150.91691176474 50453.252597572195 19042.40394900618 73725.294159642275 -87.129540347791405 -1364.6189909711438 75380.192154947916 -57321.659026123962 -166545.97116629465 -17975.582805524555 11719.725181146256 -20975.040723197868 7978.2757071430096 2126.9577232629058 -7892.7295626919358 6748.1475988905941 -157352.7065104167 18045.633328646516 -23917.050427400944 16.790913085076994 8510.6390092514848 -3885.134257356659 -31221.604098845448 15754.021658652757 2431.7924885397765
leaf_weight=2966190 146 79 1003 860 189 34 619 1160 95 949371 4044 48 269 70 469 1905 1696 367 34557 12615 2103 21 573 1892 17821 1048 17703 2284 2443 52130
leaf_count=2966190 146 79 1003 860 189 34 619 1160 95 949371 4044 48 269 70 469 1905 1696 367 34557 12615 2103 21 573 1892 17821 1048 17703 2284 2443 52130
internal_value=0 49.8367 12952.7 14716.6 6654.37 -44132 28240.8 11670 23181.7 -134.134 -5503.08 -47535 -59699.8 -79875.4 -2861.53 5853.21 -6249.25 -15824.4 -89.9188 -1530.98 -7183.84 -9124.04 -8917.62 -9982.62 -248.918 -2236.94 -6235.77 -18724.8 1914.05 43.9851
internal_weight=0 2.97023e+06 4039 3960 2481 223 1479 2258 1255 1.10358e+06 9014 533 485 339 8481 2374 6107 2063 1.09456e+06 93060 17204 15101 15080 14507 75856 41299 21035 3332 20264 1.0015e+06
internal_count=4073804 2970229 4039 3960 2481 223 1479 2258 1255 1103575 9014 533 485 339 8481 2374 6107 2063 1094561 93060 17204 15101 15080 14507 75856 41299 21035 3332 20264 1001501
is_linear=0
shrinkage=0.1


Tree=1522
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 1 4 7 0 1 4 1 0 6 1 4 1 4 4 6 7 0 5 1 4 1 1 6 4 5
split_gain=2.74739e+12 2.51742e+13 3.79269e+13 2.22192e+14 1.53849e+14 1.16312e+14 1.24099e+14 2.49057e+14 1.09821e+14 9.0096e+13 1.38161e+14 9.35067e+13 8.33956e+13 6.97765e+13 8.51158e+13 6.90413e+13 2.79428e+14 1.23632e+14 2.57505e+14 1.03687e+14 9.5059e+13 9.38124e+13 1.37287e+14 9.79683e+13 9.36253e+13 1.57808e+14 9.80558e+13 9.64572e+13 9.26048e+13 1.01189e+14
threshold=59.950512650000007 68.515000000000015 60.002985000000002 30.362494150000003 30.084656550000002 30.370944000000005 13.500000000000002 6.0000000000000009 59.990753350000013 30.226173900000003 23.500000000000004 30.323041000000003 59.990753350000013 125.02000000000002 30.410676000000006 19.500000000000004 30.330566300000005 13.500000000000002 14.500000000000002 78.605000000000004 6.0000000000000009 59.990753350000013 3.5000000000000004 30.345769800000003 6.5000000000000009 30.277905650000005 30.330566300000005 94.02500000000002 10.500000000000002 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 3 4 -3 -5 7 13 -9 -6 15 12 -12 -7 -15 17 -17 21 19 -19 -20 24 23 -23 25 -11 -27 28 29 -26
right_child=1 2 -4 5 9 6 -8 8 -10 10 11 -13 -14 14 -16 16 -18 18 20 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=19.712772987598505 187.08306465631867 -121562.9203731796 -321.57534702791088 -90036.669953804434 23275.961857562914 -22060.470950759169 -8125.0574777446272 -175265.7624741022 56716.584782608697 94333.212248461175 -148591.80544034092 -166052.04619656416 -11633.840205751618 -264238.86747685185 -10740.897956730769 7103.9468157782076 210454.67801846593 -109784.88825985341 -23560.562263931221 -35052.691291730429 36338.923200468453 -40412.799027699541 88572.977522183646 -220618.423828125 22844.965293738205 -7246.1785977307336 -64575.051072652073 -7977.264065340205 4485.6957826259131 72533.701389397233
leaf_weight=3851859 177997 103 28490 281 1596 974 2079 181 23 132 55 71 232 27 26 552 77 356 538 388 522 527 81 32 1358 1475 374 1356 1455 587
leaf_count=3851859 177997 103 28490 281 1596 974 2079 181 23 132 55 71 232 27 26 552 77 356 538 388 522 527 81 32 1358 1475 374 1356 1455 587
internal_value=0 -342.116 -2485.46 -6473.63 121.527 -28268.3 -23024.5 -48187.8 -149111 1186.94 -2280.22 -63299.7 -37880.1 -28140.8 -139881 -53.4148 31997.4 -2249.25 -25715.4 -70811.6 5937.11 3489.24 -33098.3 -50728.7 6964.98 -11301 -18842.2 14573.2 23566.9 37841
internal_weight=0 221945 43948 15458 11867 3591 3310 1231 204 11764 10168 358 287 1027 53 9810 629 9181 1804 744 1060 7377 640 559 6737 1981 1849 4756 3400 1945
internal_count=4073804 221945 43948 15458 11867 3591 3310 1231 204 11764 10168 358 287 1027 53 9810 629 9181 1804 744 1060 7377 640 559 6737 1981 1849 4756 3400 1945
is_linear=0
shrinkage=0.1


Tree=1523
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 0 0 0 7 1 6 5 0 4 4 6 6 6 5 3 1 6 0 6 6 4 6 4 6 6
split_gain=3.13729e+12 1.6132e+13 7.86635e+13 5.22263e+13 7.24735e+13 1.91128e+14 1.68678e+14 1.35045e+14 2.1346e+14 1.63787e+14 1.24457e+14 1.46657e+14 1.40562e+14 1.13826e+14 3.20075e+14 1.4801e+14 2.43431e+14 1.13514e+14 1.57715e+14 1.68302e+14 1.30978e+14 1.33981e+14 1.1144e+14 1.10166e+14 1.46498e+14 1.09898e+14 1.24657e+14 1.31186e+14 1.65534e+14 2.0812e+14
threshold=30.303340300000002 30.260128500000004 3.5000000000000004 23.500000000000004 11.500000000000002 59.950512650000007 59.990753350000013 59.848366150000011 6.0000000000000009 30.277905650000005 54.990000000000002 2.5000000000000004 59.905532300000012 8.5000000000000018 9.5000000000000018 57.995000000000012 64.015000000000015 62.625000000000007 1.5000000000000002 2.5000000000000004 30.277905650000005 56.205000000000005 59.963561900000009 100.05000000000001 66.50500000000001 13.500000000000002 90.045000000000016 12.500000000000002 59.245000000000012 73.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 8 9 -6 12 -12 -4 17 23 -16 -17 20 19 -19 21 -7 -18 24 -15 26 27 -9 -29 -30
right_child=-2 2 3 -5 7 6 -8 25 -10 -11 11 -13 -14 14 15 16 22 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=39.182439288840278 17.946542478610862 32033.713712230234 -12447.249594632136 6754.2752785949851 -36384.280297256097 46583.318125482823 -8507.6575426335421 -27691.320823782695 -867.52964772303733 196944.93832964601 -47571.284564130532 -9735.5748419110078 29705.198758945186 65727.877233005813 -56440.550069903518 172748.98801112745 -3340.1761279567145 73859.308423913055 4839.3533302603882 -146421.44436225621 7720.5994962792001 172142.45363551984 148588.98368956367 -46310.781810897439 184313.27442285157 -8767.1767397955828 83172.403915334318 -126109.8912096651 153613.2279739092 -166284.83484848484
leaf_weight=133792 3910268 644 2230 4387 41 536 2954 1711 469 113 1556 2999 1226 194 234 109 542 46 1594 141 937 101 53 39 225 6184 86 307 53 33
leaf_count=133792 3910268 644 2230 4387 41 536 2954 1711 469 113 1556 2999 1226 194 234 109 542 46 1594 141 937 101 53 39 225 6184 86 307 53 33
internal_value=0 -429.115 -2535.57 -3300.61 -5085.53 -988.17 10256.5 -12242.8 32674.4 134825 -11803.4 -22660.4 2506.14 21923.4 45919 12459.9 35361.5 11939 -5353.15 -92234.7 31505.2 66491.4 10193 114444 129407 -15584.5 -34835 -39658.5 -91759.9 30861.6
internal_weight=0 163536 29744 29100 24713 15716 7705 8997 623 154 8011 4555 3456 4751 1396 938 704 3355 1781 187 1574 637 595 458 419 8374 2190 2104 393 86
internal_count=4073804 163536 29744 29100 24713 15716 7705 8997 623 154 8011 4555 3456 4751 1396 938 704 3355 1781 187 1574 637 595 458 419 8374 2190 2104 393 86
is_linear=0
shrinkage=0.1


Tree=1524
num_leaves=31
num_cat=0
split_feature=0 0 4 4 6 4 2 1 1 7 1 1 4 6 0 6 6 2 2 4 6 4 0 4 0 1 0 0 1 1
split_gain=2.97422e+12 5.63799e+13 1.57316e+14 9.02066e+13 4.77481e+13 4.07798e+13 3.44647e+13 3.61322e+13 4.57866e+13 3.22989e+13 4.38779e+13 6.37465e+13 6.46868e+13 6.39301e+13 4.52614e+13 4.81007e+13 4.12117e+13 3.76614e+13 8.04832e+13 4.31209e+13 3.65952e+13 3.47833e+13 3.05931e+13 4.11476e+13 4.04556e+13 3.03987e+13 2.70273e+13 5.46312e+13 4.34867e+13 5.2591e+13
threshold=56.760749800000006 56.385857200000011 25.500000000000004 30.500000000000004 122.65000000000002 15.500000000000002 4829.0000000000009 56.805602900000004 60.516422150000004 6.0000000000000009 48.411058050000008 47.800771000000005 9.5000000000000018 83.820000000000007 56.685611200000004 44.010000000000012 36.005000000000003 6082.0000000000009 2691.5000000000005 8.5000000000000018 69.605000000000004 2.5000000000000004 56.638205000000006 5.5000000000000009 56.520242650000007 59.999510900000011 56.520242650000007 56.638205000000006 60.66055595000001 60.636764050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 10 11 14 13 -13 16 -16 -3 18 -12 25 -14 -18 23 24 -6 -19 -27 -28 29 -29
right_child=-2 2 3 -5 22 6 7 8 -10 -11 17 12 20 -15 15 -17 21 19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=14.039970832288635 162.3640818594956 728.95416858026806 189062.23192630598 -3816.5728772615134 -38726.482648982557 88889.003181832741 -48305.77215947691 86056.197449840198 10449.804424925664 -9710.856466330375 -4834.731184198321 5338.2222240215024 -2978.7550758648263 38893.306913592365 -9215.087837974459 9677.8472703778807 4552.0513383425996 -20221.605386398151 -34318.236421278074 -11063.890112539306 -27512.642343693442 -18910.613667964437 -67696.035615181012 -51047.294888208009 89271.160587284481 6672.4914493794531 -35050.844031565779 -8498.3399395130891 4191.6210012895781 -66005.784989306921
leaf_weight=3128637 883529 2237 67 38 43 61 92 88 892 7096 2843 13885 2795 592 2397 3078 738 736 1373 5733 777 4393 183 125 58 4586 501 1425 4627 179
leaf_count=3128637 883529 2237 67 38 43 61 92 88 892 7096 2843 13885 2795 592 2397 3078 738 736 1373 5733 777 4393 183 125 58 4586 501 1425 4627 179
internal_value=0 -44.9658 -3040 119258 -3248.69 -3020.82 15774.3 11613.8 17238.9 -3375.79 -2525.92 -95.2118 3736.67 6710.37 -5480.37 1406.36 -10597.8 -5938.62 -14436.5 -3924.4 -8315.49 -15535.9 -37302.7 -12692.1 34777.1 -528.793 751.814 -3281.49 -727.097 -14915.9
internal_weight=0 3.19028e+06 61638 105 61533 61124 1133 1072 980 59991 52895 30892 18049 14477 12843 5475 7368 22003 4216 17787 3572 5131 409 226 101 12054 11318 6732 6231 1604
internal_count=4073804 3190275 61638 105 61533 61124 1133 1072 980 59991 52895 30892 18049 14477 12843 5475 7368 22003 4216 17787 3572 5131 409 226 101 12054 11318 6732 6231 1604
is_linear=0
shrinkage=0.1


Tree=1525
num_leaves=31
num_cat=0
split_feature=2 6 1 0 1 4 0 0 1 4 0 7 1 1 0 6 6 0 1 6 1 4 0 6 6 4 6 0 1 1
split_gain=2.83461e+12 1.99381e+13 9.94121e+13 7.62589e+13 9.57901e+13 1.17851e+14 7.3743e+13 1.76218e+14 1.33146e+14 1.10848e+14 1.0734e+14 1.22558e+14 7.27799e+13 9.27486e+13 6.78487e+13 6.62092e+13 6.9111e+13 6.46889e+13 7.88405e+13 9.34695e+13 6.49294e+13 1.32849e+14 1.4704e+14 2.74147e+14 9.01568e+13 8.32476e+13 6.15459e+13 9.8326e+13 7.72486e+13 5.91123e+13
threshold=36.000000000000007 75.010000000000005 37.71815560000001 55.622114900000007 37.563506350000004 17.500000000000004 55.685785750000008 55.667390500000003 37.729575300000008 9.5000000000000018 55.728148450000006 6.0000000000000009 37.755233900000007 37.768783500000005 55.60524465000001 84.00500000000001 81.02500000000002 55.749683450000006 37.425454150000007 104.01000000000001 37.475446350000006 10.500000000000002 55.667390500000003 118.04500000000002 120.05000000000001 23.500000000000004 83.010000000000005 55.554045200000012 37.649344350000007 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 -8 11 -11 -9 -14 26 16 -4 18 -5 -20 -21 24 -23 25 -22 -24 -6 -28 -29 -7
right_child=-2 2 6 17 5 29 8 12 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-623.81411133583742 23.11039189654938 -7769.1145106611748 -5994.0140631123613 3945.8682171965957 -12675.493934570313 100210.43192365528 -146086.58385894497 -104018.75169623941 2914.5837482624738 150819.8030570652 107846.01924426021 -99463.850814050587 41589.991089327836 -69029.448930186787 -67554.660057799803 24919.610054482964 -64317.212618983482 3254.9232537254629 27327.125865936468 33895.810257056459 -59322.182056451617 -2115.1947562423406 -219579.29007161461 -526834.20476190478 193182.36045673079 49727.892507102275 -58780.79615157278 121371.09211647727 18310.442735826648 23401.516031290692
leaf_weight=252152 3783399 7745 917 3825 450 226 109 295 4294 23 49 131 106 266 123 487 261 14020 4111 93 31 51 24 21 26 22 76 143 148 180
leaf_count=252152 3783399 7745 917 3825 450 226 109 295 4294 23 49 131 106 266 123 487 261 14020 4111 93 31 51 24 21 26 22 76 143 148 180
internal_value=0 -301.082 1826.27 4225.8 -3489.88 21133.2 -9004.17 -23493.3 -1668.4 -64743.2 -21066.3 -62083.8 -66924.8 -37508.9 1686.68 -6094.57 -18916.2 7382 14434.9 23596.8 -33623.9 -69505.9 -130062 -227454 55855.3 -90780.2 12111 42503.2 68955.4 66157.2
internal_weight=0 290405 38253 31315 9091 1346 6938 2332 4606 312 203 154 667 372 940 1665 1178 22224 8204 4379 268 175 118 67 57 46 817 367 291 406
internal_count=4073804 290405 38253 31315 9091 1346 6938 2332 4606 312 203 154 667 372 940 1665 1178 22224 8204 4379 268 175 118 67 57 46 817 367 291 406
is_linear=0
shrinkage=0.1


Tree=1526
num_leaves=31
num_cat=0
split_feature=1 5 1 4 6 6 7 6 4 4 3 0 4 3 0 1 6 5 4 6 4 0 4 4 6 0 5 3 6 5
split_gain=2.75325e+12 1.51496e+13 1.51119e+13 4.72996e+13 4.94828e+13 5.33699e+13 4.02516e+13 8.63254e+13 6.45048e+13 6.43209e+13 2.622e+14 1.31076e+14 1.99023e+14 9.93486e+13 1.61343e+14 1.53571e+14 1.45573e+14 1.3972e+14 1.34259e+14 9.29382e+13 2.235e+14 2.04019e+14 1.49241e+14 2.30783e+14 1.66584e+14 1.61517e+14 1.71155e+14 1.22912e+14 1.01713e+14 9.5849e+13
threshold=30.303340300000002 7.5000000000000009 30.345769800000003 2.5000000000000004 80.030000000000015 58.305000000000007 6.0000000000000009 32.005000000000003 4.5000000000000009 13.500000000000002 5.5000000000000009 59.982409200000006 8.5000000000000018 3.5000000000000004 59.939085000000013 30.323041000000003 59.025000000000013 2.5000000000000004 18.500000000000004 63.415000000000006 14.500000000000002 59.982409200000006 18.500000000000004 17.500000000000004 72.50500000000001 59.963561900000009 2.5000000000000004 13.500000000000002 81.705000000000013 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 -2 7 -5 -8 10 -10 -12 -13 15 18 -11 17 -16 -15 21 -21 -18 23 25 -25 -22 -27 -24 -28 -23
right_child=2 -3 -4 6 -6 -7 8 -9 9 13 11 12 -14 14 16 -17 19 -19 -20 20 22 29 27 24 -26 26 28 -29 -30 -31
leaf_value=-412.63823565079997 -75354.810890536843 86625.98683593751 -10.89964594553852 -17101.215980464065 -185648.07962500001 83398.053372395836 -33720.723557581652 5352.7929686888419 -6214.779611706269 23842.051049094513 10461.510729833628 -200016.87693014706 44044.135852988373 -11882.141395339784 -10420.574004949205 -19453.233695663061 -160890.71553679436 145948.55114493537 8869.1972385129975 -79283.965625323908 -135815.21907242064 -42969.435453125006 -65775.540801005758 331344.46780523262 37515.098437500004 -39743.32719497681 248833.72995094478 11641.63201948343 61530.42316441911 178678.50739397321
leaf_weight=163516 72 20 3834081 1811 25 30 577 31380 10823 2733 6692 34 1933 5531 3863 1170 186 58 7146 603 63 275 435 43 35 128 43 388 89 21
leaf_count=163516 72 20 3834081 1811 25 30 577 31380 10823 2733 6692 34 1933 5531 3863 1170 186 58 7146 603 63 275 435 43 35 128 43 388 89 21
internal_value=0 -401.994 16.8123 1411.4 -59565.4 -28662.8 1513.22 4127.64 -510.975 -57.886 4161.92 17131.9 39825.5 -3662.02 -6660.54 10863.4 -19837.9 -8107.54 -184.653 -39757.6 -29452.8 -78817.5 -4903.61 45120.7 199498 7840.72 42649.7 -29277.5 122546 -27244.4
internal_weight=0 163536 3.91027e+06 76187 127 102 76060 33191 42869 42292 19482 8659 1967 22810 18907 3903 6230 3921 12677 2309 1827 482 1224 401 78 323 260 823 132 296
internal_count=4073804 163536 3910268 76187 127 102 76060 33191 42869 42292 19482 8659 1967 22810 18907 3903 6230 3921 12677 2309 1827 482 1224 401 78 323 260 823 132 296
is_linear=0
shrinkage=0.1


Tree=1527
num_leaves=31
num_cat=0
split_feature=0 0 1 4 0 1 4 1 4 3 1 5 4 1 4 1 4 0 6 5 3 3 6 6 6 6 6 7 4 3
split_gain=2.75389e+12 2.64566e+13 1.13416e+14 1.65692e+14 1.17113e+14 1.22679e+14 1.91964e+14 1.10342e+14 1.41962e+14 1.08108e+14 1.03653e+14 1.02635e+14 9.60333e+13 9.84086e+13 9.12362e+13 8.38971e+13 1.25508e+14 2.54648e+14 1.23987e+14 1.16262e+14 1.38163e+14 9.36026e+13 1.90083e+14 7.45565e+13 9.08423e+13 7.31661e+13 9.05938e+13 7.25229e+13 7.02568e+13 6.86794e+13
threshold=59.950512650000007 59.982409200000006 30.330566300000005 9.5000000000000018 59.963561900000009 30.277905650000005 10.500000000000002 30.303340300000002 17.500000000000004 5.5000000000000009 30.472130500000002 3.5000000000000004 18.500000000000004 30.315889700000003 13.500000000000002 30.242318500000007 8.5000000000000018 59.963561900000009 62.625000000000007 1.5000000000000002 2.5000000000000004 6.5000000000000009 80.720000000000013 52.990000000000002 67.00500000000001 89.00500000000001 95.045000000000016 6.0000000000000009 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 2 3 11 5 -5 -7 8 -6 10 28 15 13 -8 -9 27 18 21 29 20 -20 -18 23 -23 -25 -21 -27 -2 -4 -17
right_child=1 -3 9 4 7 6 12 14 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 25 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=19.736059377246015 -15700.232705553994 80.389926451893118 -27469.647137893913 -8994.6588145796977 106180.77005915056 133993.082546875 -100248.40924021804 -33372.34785759067 -79880.193139160168 -160.63957823085553 11044.324922539348 -21023.671057861327 2659.9969206217174 59024.321995907747 35970.130226660978 13484.974465614237 72909.82653493197 8638.1465977158659 71773.004473487366 -7669.6528794829155 -125192.27780080783 87051.625827752985 -128369.76990234375 365943.31025641027 174495.98951056987 105655.57719587053 8832.8771622486602 -186927.41303530094 -8351.8208120383351 49247.750879566731
leaf_weight=3851859 295 192989 4763 2440 228 50 508 405 50 9034 1266 700 148 42 357 1116 418 688 47 1348 147 42 20 39 68 140 312 27 3223 1035
leaf_count=3851859 295 192989 4763 2440 228 50 508 405 50 9034 1266 700 148 42 357 1116 418 688 47 1348 147 42 20 39 68 140 312 27 3223 1035
internal_value=0 -342.52 -3161.17 5031.87 -10350.1 -19856 -55285.9 18789.2 72716.6 -7941.87 -15539.7 15127.3 -68844.5 -88085.8 -885.124 19534.4 22480.7 49918.2 14040.9 -3922.26 -77473.9 98300.8 161102 199958 244276 4004.97 38822.2 -30057.8 -19754.1 30693
internal_weight=0 221945 28956 10670 4228 3188 748 1040 278 18286 9252 6442 698 550 762 5742 5420 1275 4145 1994 194 587 169 149 107 1800 452 322 7986 2151
internal_count=4073804 221945 28956 10670 4228 3188 748 1040 278 18286 9252 6442 698 550 762 5742 5420 1275 4145 1994 194 587 169 149 107 1800 452 322 7986 2151
is_linear=0
shrinkage=0.1


Tree=1528
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 2 6 0 4 1 6 5 4 6 3 5 7 4 3 3 4 6 1 6 1 6 4 4
split_gain=2.73315e+12 3.13026e+13 4.19609e+13 4.23072e+13 4.65985e+13 7.82966e+13 9.01936e+13 1.71525e+14 1.18354e+14 1.14986e+14 1.44907e+14 9.47878e+13 9.36292e+13 1.06718e+14 9.37324e+13 7.20141e+13 7.09118e+13 9.52591e+13 1.04507e+14 6.36265e+13 6.77373e+13 1.56962e+14 5.96034e+13 5.95052e+13 5.7393e+13 6.66108e+13 5.69529e+13 6.45296e+13 6.03444e+13 5.48977e+13
threshold=56.115175650000005 56.324067350000007 34.382014200000008 47.386825600000002 43.932356550000009 13.500000000000002 56.262014700000009 2970.5000000000005 98.020000000000024 56.148747500000006 9.5000000000000018 43.997056950000008 68.00500000000001 2.5000000000000004 5.5000000000000009 62.375000000000007 1.5000000000000002 1.5000000000000002 6.0000000000000009 10.500000000000002 6.5000000000000009 4.5000000000000009 15.500000000000002 116.05000000000001 47.256487700000001 63.415000000000006 47.256487700000001 114.05000000000001 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 2 -2 4 22 6 7 8 11 23 24 -6 13 14 -8 -16 -14 -18 -19 20 21 -12 -4 26 25 -11 27 -9 -28 -13
right_child=1 -3 3 -5 5 -7 12 9 -10 10 19 29 16 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-49.33697017167907 -48650.877776396635 -43.943580270023048 -1437.7783004051771 -3088.0439932362024 2673.4046032674546 -1650.0323320367411 3244.6481327564898 882.64499248639061 -113711.08704101562 25992.441859461553 20272.776324270148 -17479.865056540628 -17813.248393150196 -7582.850268117234 19409.71881746213 69097.030780049055 -74449.25545955883 39397.508654738427 -12631.107579050862 56947.23350861379 26513.251865857714 -152424.17206245035 9789.0594561172948 -46276.253177421539 -29673.024576480264 70938.644055690645 1425.7989405734518 176345.25066964288 26683.071790279799 -53718.968658837723
leaf_weight=2989263 165 975160 35356 15150 1969 14717 4956 10983 120 598 95 1411 338 3223 5208 309 85 3004 443 78 94 118 5459 231 95 735 1712 21 2114 594
leaf_count=2989263 165 975160 35356 15150 1969 14717 4956 10983 120 598 95 1411 338 3223 5208 309 85 3004 443 78 94 118 5459 231 95 735 1712 21 2114 594
internal_value=0 135.985 1740.09 1816.22 2606.09 4554.66 6924.37 2496.2 -15865.8 6951.22 30743.8 -12911.2 12210.1 8329.27 13226.1 22192.6 25944.6 30132 32710.9 -23703.9 -44195.1 -75399.7 63.8095 4087.15 45423.3 50775.2 4871.63 1217.5 15381.3 -28216
internal_weight=0 1.08454e+06 109381 109216 94066 53251 38534 20968 4094 16874 1813 3974 17566 13696 10473 5517 3870 3532 3447 385 307 213 40815 15061 1428 1333 14830 11004 3826 2005
internal_count=4073804 1084541 109381 109216 94066 53251 38534 20968 4094 16874 1813 3974 17566 13696 10473 5517 3870 3532 3447 385 307 213 40815 15061 1428 1333 14830 11004 3826 2005
is_linear=0
shrinkage=0.1


Tree=1529
num_leaves=31
num_cat=0
split_feature=6 1 6 5 0 0 4 4 0 1 0 0 6 0 0 0 5 4 0 3 1 4 0 5 0 1 1 0 6 4
split_gain=2.71228e+12 1.77372e+13 3.96635e+13 4.48729e+13 4.58725e+13 5.79491e+13 3.92694e+13 3.82616e+13 3.71059e+13 3.32966e+13 3.84774e+13 6.96955e+13 5.70599e+13 4.52531e+13 4.6759e+13 3.22262e+13 5.66893e+13 4.85338e+13 8.17513e+13 6.01615e+13 7.19479e+13 7.21245e+13 6.27223e+13 6.17613e+13 5.04595e+13 5.46947e+13 4.26337e+13 3.86735e+13 3.81195e+13 3.79073e+13
threshold=88.00500000000001 37.897576350000001 93.050000000000011 3.5000000000000004 56.850115550000005 56.288960650000007 8.5000000000000018 24.500000000000004 57.125462300000009 38.247071200000008 55.806294650000005 55.897267000000006 91.02500000000002 55.696737300000009 55.737027400000009 54.992080650000005 1.5000000000000002 11.500000000000002 45.053967500000006 14.500000000000002 38.948208550000011 20.500000000000004 43.6005307 2.5000000000000004 54.86311005000001 82.981285100000022 38.430814800000007 44.895258050000002 90.045000000000016 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 9 -5 -8 -6 10 12 -12 -3 -14 -15 17 -17 27 19 -19 21 -21 23 -22 -20 29 -18 -11 -29 -26
right_child=1 2 -4 6 8 -7 7 -9 -10 15 11 -13 13 14 -16 16 26 18 24 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=19.943727316665012 1013.4978413806989 -27744.669024732768 -43.181315765591293 -446.82056465016143 -21284.374611161707 13694.364703014939 -19667.944363744871 32012.157716031681 -4482.0062826901794 -9170.7156057056527 -140147.60056895381 -17057.410316002886 1540.3101518996218 147173.23793569714 -15031.16357783565 -104270.28069661459 79269.698704769748 13291.168094166374 -12395.533020405439 -252893.64283353367 -8816.4172619047622 -35561.337795608109 1384.4114595757792 -254358.30787597658 16695.334932950649 -79780.99165442602 3991.6645402044924 -154.26513172798764 19057.606383877232 -52986.324449454703
leaf_weight=3844148 68546 573 123632 2011 2009 2602 3717 149 3801 1855 69 138 188 52 27 48 76 2105 5330 26 21 37 393 20 164 242 7469 2386 1821 149
leaf_count=3844148 68546 573 123632 2011 2009 2602 3717 149 3801 1855 69 138 188 52 27 48 76 2105 5330 26 21 37 393 20 164 242 7469 2386 1821 149
internal_value=0 -333.832 -907.069 -3756.85 -2264.64 -456.297 -11780.6 -17676.1 -10292 -2044.12 -19470 -58087.5 -9953.51 28227.5 91736.3 -1220.13 4060.75 -3976.17 -8857.48 5902.64 -25390.8 -125254 -10894.6 -128593 -15383.5 -44079.1 4749.93 2857.83 8161.59 -16475.8
internal_weight=0 229656 161110 37478 31601 25791 5877 3866 5810 23189 1047 207 840 267 79 22142 7593 14549 8487 2602 497 63 434 41 5885 555 7545 6062 4207 313
internal_count=4073804 229656 161110 37478 31601 25791 5877 3866 5810 23189 1047 207 840 267 79 22142 7593 14549 8487 2602 497 63 434 41 5885 555 7545 6062 4207 313
is_linear=0
shrinkage=0.1


Tree=1530
num_leaves=31
num_cat=0
split_feature=4 3 7 5 4 6 6 2 0 0 0 6 6 5 1 1 2 6 0 0 2 6 1 2 6 6 6 1 0 0
split_gain=2.7774e+12 1.71232e+13 4.02763e+13 2.84527e+13 2.58531e+13 3.00522e+13 2.07165e+13 2.96108e+13 3.62903e+13 3.99943e+13 6.98467e+13 3.9217e+13 2.53787e+13 6.07201e+13 2.06772e+13 5.70758e+13 3.10989e+13 1.97249e+13 5.99789e+13 2.61078e+13 2.17322e+13 3.97966e+13 2.19392e+13 2.5258e+13 1.79973e+13 3.95187e+13 1.89258e+13 1.79967e+13 1.79527e+13 1.7946e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 8.5000000000000018 91.02500000000002 81.705000000000013 2851.5000000000005 44.046956350000009 45.053967500000006 45.067157700000003 130.05000000000004 101.02000000000002 3.5000000000000004 82.901648750000021 82.911604200000014 3930.5000000000005 68.515000000000015 59.764576050000009 59.982409200000006 5873.0000000000009 72.020000000000024 37.631035900000008 75.000000000000014 84.810000000000016 108.05000000000001 82.905000000000015 30.303340300000002 57.14107305000001 57.14107305000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 -6 8 -8 -10 -11 -12 13 28 16 -16 -14 -4 20 27 22 -22 -19 -24 26 29 -3 -20 -9 -26
right_child=-2 2 17 4 6 -7 7 12 9 10 11 -13 14 -15 15 -17 -18 18 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-33.155650908108406 76.909061690314957 -774.2946224372148 3180.5860349561226 21581.348233695651 -6559.9080121493289 -121873.37234375 151695.85755208333 34304.11659662483 -38953.285726868875 212958.105625 13057.506535708933 117919.74499198719 3876.8369136391348 -17091.348721401508 169916.00148437501 -11097.123544560185 -49426.192651531048 -18280.089337337133 208962.56047247024 9017.8336616847828 93179.220206607686 13646.768307166465 85265.223678523937 8515.2607130023371 -79510.98779987375 64414.462899502847 77393.915902217748 94139.254867788462 -9410.8170675712736 3796.500131138393
leaf_weight=1830206 2181312 36658 4163 23 17438 40 21 534 102 20 417 39 173 624 20 135 298 307 21 23 83 260 47 489 99 33 31 39 114 35
leaf_count=1830206 2181312 36658 4163 23 17438 40 21 534 102 20 417 39 173 624 20 135 298 307 21 23 83 260 47 489 99 33 31 39 114 35
internal_value=0 -88.6464 -1719.18 -2505.19 -5542.17 -69501 -5340.05 3178.95 22563.3 17871.6 30048.3 22026 -2938.64 5173.4 -19421.9 12259.4 -29847.8 6507.6 17422 99603.1 11670.7 32892.2 3036.11 15245.2 -857.334 -33611 -708.247 134327 26613.5 -57751.6
internal_weight=0 1.89249e+06 62286 56854 19998 63 19935 2497 599 578 476 456 1898 1272 626 155 471 5432 1269 83 1186 343 843 536 36856 167 36689 60 648 134
internal_count=4073804 1892492 62286 56854 19998 63 19935 2497 599 578 476 456 1898 1272 626 155 471 5432 1269 83 1186 343 843 536 36856 167 36689 60 648 134
is_linear=0
shrinkage=0.1


Tree=1531
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 1 7 1 5 0 0 0 6 1 0 5 1 1 6 0 6 1 6 0 1 0 3 1 6 0
split_gain=2.8387e+12 2.57123e+13 6.79356e+13 6.18763e+13 1.49791e+14 2.40299e+14 1.72447e+14 2.04045e+14 1.89635e+14 1.35538e+14 1.1167e+14 7.42012e+13 1.04213e+14 8.125e+13 7.44956e+13 7.28936e+13 6.91056e+13 1.47494e+14 7.18837e+13 5.98029e+13 5.77357e+13 5.63969e+13 1.0015e+14 9.56583e+13 1.0521e+14 6.83574e+13 5.48287e+13 5.25459e+13 5.29906e+13 5.15175e+13
threshold=18.500000000000004 17.500000000000004 54.980317700000008 59.905532300000012 37.46219940000001 37.488790500000007 6.0000000000000009 30.438492500000006 3.5000000000000004 59.882709350000006 55.633951400000008 59.898927250000007 89.00500000000001 30.362494150000003 59.825842200000004 2.5000000000000004 30.425503950000003 30.323041000000003 96.050000000000011 54.947759400000002 98.020000000000024 30.452677500000004 60.005000000000003 55.897267000000006 37.374856000000008 55.840017500000009 6.5000000000000009 30.425503950000003 80.720000000000013 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 9 11 21 -4 -6 13 15 14 -8 27 17 18 -11 -3 -5 22 -9 24 25 -23 -22 -13 -29 -12
right_child=-2 2 3 20 5 -7 7 8 -10 16 29 12 -14 -15 -16 -17 -18 -19 -20 -21 26 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-15.095522951186789 -208.9147689526601 83.913097989963489 13851.952628092757 -1875.8417347415511 -36803.340459912659 5057.4898069781575 46683.824497338101 51764.310626038903 280530.12680921052 29818.213752441407 201519.73117487982 -88850.48035258631 -38821.889537183546 -49756.986824161715 -13443.379820872215 130122.25285253907 13523.602412855922 -96895.894930914394 -87819.218290441189 -12646.266415274198 -99776.795324086343 78401.938741824124 163739.90960743802 141.31760666636819 38181.193030322574 181016.130577957 -10946.573026072487 51141.94723314677 -100651.16169433594 27369.727439413269
leaf_weight=3403783 560858 54546 2906 8611 1795 32446 351 235 38 220 26 31 158 292 499 100 242 316 68 3958 118 215 121 349 636 93 169 551 24 49
leaf_count=3403783 560858 54546 2906 8611 1795 32446 351 235 38 220 26 31 158 292 499 100 242 316 68 3958 118 215 121 349 636 93 169 551 24 49
internal_value=0 33.3542 1544.05 4224.92 5838.14 3048.55 18696.1 34036.6 59668.5 3596.93 -31808.2 12480.7 34592.1 -4248.04 11385.6 51021.9 -31628.9 -49719.9 2042.71 -777.328 -3346.43 54578.9 89823.4 44875.1 61413.3 109386 -47469.1 37969 44806.2 87741.7
internal_weight=0 3.51295e+06 109163 50659 41761 34316 7445 3693 1687 3752 1870 2006 864 1142 850 706 846 604 288 58504 8898 1649 356 1293 944 308 287 606 575 75
internal_count=4073804 3512946 109163 50659 41761 34316 7445 3693 1687 3752 1870 2006 864 1142 850 706 846 604 288 58504 8898 1649 356 1293 944 308 287 606 575 75
is_linear=0
shrinkage=0.1


Tree=1532
num_leaves=31
num_cat=0
split_feature=4 5 6 2 6 6 0 6 1 1 1 2 6 5 6 1 5 0 7 3 1 1 6 3 1 0 1 2 4 0
split_gain=2.68353e+12 7.82424e+12 1.24149e+13 1.56446e+13 1.20252e+13 1.43902e+13 1.40786e+13 1.30075e+13 1.17293e+13 8.85043e+12 1.4957e+13 9.13588e+12 8.73792e+12 2.67335e+13 1.30912e+13 2.31965e+13 1.89211e+13 1.50429e+13 1.09352e+13 1.49451e+13 1.06973e+13 1.04878e+13 1.23849e+13 2.94387e+13 1.03518e+13 1.00808e+13 9.46635e+12 1.94211e+13 2.27531e+13 3.62874e+13
threshold=2.5000000000000004 1.5000000000000002 31.705000000000002 75.000000000000014 78.605000000000004 44.410000000000004 57.174562350000009 50.010000000000012 37.543519500000009 38.958307950000012 38.999037500000007 2970.5000000000005 59.815000000000005 2.5000000000000004 57.005000000000003 28.601854300000003 2.5000000000000004 43.687280500000007 6.0000000000000009 1.5000000000000002 39.652459050000012 28.601854300000003 85.020000000000024 1.5000000000000002 42.186961750000002 54.724612400000005 43.56803845000001 6426.0000000000009 1.5000000000000002 43.687280500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 -5 -7 -8 -4 -1 -11 -12 14 18 -3 -16 17 -17 26 -20 -21 22 23 25 -22 -15 27 28 -14 -30
right_child=-2 12 3 4 -6 6 7 -9 -10 10 11 -13 13 21 15 16 -18 -19 19 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6078.4892771011764 -13.656791269738381 1255.5531141610365 2187.9757457386363 -2691.1012415912392 27367.587134375 -20243.553497294532 -30359.730788352274 17509.7568359375 103275.70761718751 -12414.532318720296 4415.0630836413939 -1571.4253092753961 -19843.834556070964 45293.043885803228 93985.67874243953 69333.808253761585 12465.027742063308 -6341.0994391316353 -8771.4090001156455 97365.503934151784 -35888.508593750004 556.96664678287732 -4969.8848476080248 -24709.049102618243 54778.787109375 122432.43619791669 -14849.945416944935 -44755.368909015495 93536.332395833335 2038.1747772683111
leaf_weight=2783 3961637 57478 22 11280 125 919 77 216 24 923 4292 6278 504 32 31 27 2085 969 114 28 20 20656 81 37 34 36 1760 113 45 1178
leaf_count=2783 3961637 57478 22 11280 125 919 77 216 24 923 4292 6278 504 32 31 27 2085 969 114 28 20 20656 81 37 34 36 1760 113 45 1178
internal_value=0 482.345 -1003.21 -3282.58 -3494.82 -3803.64 -14157.9 4929.72 54929.4 1018.62 -206.61 859.417 951.902 -635.952 1597.58 7914.73 7048.71 -4289.67 -8354.44 14648 47206.6 769.833 24409.4 47073.4 21198.3 86131.5 -9606.79 -4591.6 -1963.63 5404.83
internal_weight=0 112167 26939 12663 12617 12492 1212 293 46 14276 11493 10570 85228 24638 60590 3112 3081 996 3796 196 82 20842 186 105 54 68 3600 1840 1727 1223
internal_count=4073804 112167 26939 12663 12617 12492 1212 293 46 14276 11493 10570 85228 24638 60590 3112 3081 996 3796 196 82 20842 186 105 54 68 3600 1840 1727 1223
is_linear=0
shrinkage=0.1


Tree=1533
num_leaves=31
num_cat=0
split_feature=1 4 0 4 1 0 7 6 0 3 6 6 4 6 6 0 0 1 4 7 4 7 0 3 6 0 5 0 6 6
split_gain=2.65509e+12 2.54209e+13 4.87223e+13 4.66839e+13 1.16699e+14 1.21942e+14 7.29927e+13 5.94456e+13 3.57685e+13 3.70614e+13 3.50632e+13 3.43814e+13 5.26905e+13 3.63525e+13 1.2333e+14 3.38964e+13 7.64716e+13 5.59306e+13 1.65019e+14 3.08465e+14 1.55351e+14 1.40124e+14 9.79786e+13 1.03856e+14 8.05522e+13 5.95207e+13 5.85923e+13 5.39107e+13 6.05957e+13 5.12054e+13
threshold=30.315889700000003 21.500000000000004 59.838047850000002 23.500000000000004 30.303340300000002 59.864072000000007 6.0000000000000009 84.810000000000016 59.856552950000008 14.500000000000002 114.05000000000001 108.05000000000001 22.500000000000004 93.050000000000011 91.02500000000002 59.982409200000006 59.950512650000007 30.242318500000007 24.500000000000004 6.0000000000000009 24.500000000000004 6.0000000000000009 60.028671700000011 8.5000000000000018 73.995000000000019 60.05226170000001 2.5000000000000004 59.990753350000013 40.905000000000008 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 -1 -3 4 8 -6 -7 -8 -4 11 -11 13 -13 14 -10 16 -5 20 19 -19 -17 26 23 -21 -25 -23 -20 28 -22 -18
right_child=-2 2 3 15 5 6 7 -9 9 10 -12 12 -14 -15 -16 17 29 18 21 22 27 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-876.4455486435478 17.923617920156271 -23488.959970347103 -18854.453250461152 -3880.4753642925834 100808.41019669562 -17113.153762305818 28715.611771651726 116258.67343750001 -2088.2322720183124 19463.555996233379 -113706.12308593752 92656.434106445318 -21907.542278079709 -47347.521730840781 156197.97953125002 -20352.49216614195 -13865.254599609376 -9159.1975398121776 15915.702849608446 30523.136057764772 -81654.726937500003 -17465.7385255591 26511.581482374571 81044.456823050918 164265.34742264095 2560.4522431756764 63675.837824460505 6605.3218982220078 86193.613388755111 -112952.5456932698
leaf_weight=159745 3882433 720 648 5338 233 346 887 85 3175 1731 20 96 69 168 50 3230 100 1231 1573 311 25 3016 609 485 153 2922 307 3835 154 109
leaf_count=159745 3882433 720 648 5338 233 346 887 85 3175 1731 20 96 69 168 50 3230 100 1231 1573 311 25 3016 609 485 153 2922 307 3835 154 109
internal_value=0 -363.625 2226.67 2825.75 9686.78 34119.9 22330.5 36371.1 3325.23 6032.41 17942.5 171.1 44747.9 -1996.65 365.818 624.167 -6203.77 2745.87 7371.67 28254.7 -4027.43 -78.1713 57816.1 77905 101002 -7611.15 23714.8 9109.08 62751.1 -65542.4
internal_weight=0 191371 31626 30906 7508 1551 1318 972 5957 5309 1751 3558 165 3393 3225 23398 5547 17851 10607 2789 7244 7818 1558 949 638 5938 1880 4014 179 209
internal_count=4073804 191371 31626 30906 7508 1551 1318 972 5957 5309 1751 3558 165 3393 3225 23398 5547 17851 10607 2789 7244 7818 1558 949 638 5938 1880 4014 179 209
is_linear=0
shrinkage=0.1


Tree=1534
num_leaves=31
num_cat=0
split_feature=3 0 0 6 1 1 1 0 4 6 6 4 1 1 0 4 6 6 6 7 1 0 0 1 6 7 1 1 6 4
split_gain=2.7431e+12 1.84399e+13 4.93426e+13 4.33934e+13 4.27169e+13 6.24136e+13 5.02023e+13 4.64761e+13 1.28154e+14 6.0431e+13 6.04284e+13 4.24394e+13 3.61744e+13 3.16304e+13 3.04125e+13 2.82806e+13 3.45144e+13 3.57287e+13 3.77032e+13 3.37677e+13 2.70334e+13 5.02398e+13 6.0125e+13 3.28866e+13 2.661e+13 3.47294e+13 2.74453e+13 2.63826e+13 3.1405e+13 3.13126e+13
threshold=18.500000000000004 59.898927250000007 59.825842200000004 36.005000000000003 30.330566300000005 30.472130500000002 30.452677500000004 59.864072000000007 23.500000000000004 69.605000000000004 81.02500000000002 23.500000000000004 30.315889700000003 30.425503950000003 60.002985000000002 23.500000000000004 106.49500000000002 76.605000000000004 66.010000000000005 6.0000000000000009 37.290808600000013 55.759969450000007 55.676890650000011 30.345769800000003 58.045000000000009 6.0000000000000009 30.370944000000005 30.438492500000006 58.045000000000009 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 20 -4 12 6 7 15 9 -9 -11 -8 -5 -10 27 19 17 18 24 -6 21 22 -2 -23 -17 26 -26 28 -3 -30
right_child=1 14 3 4 5 -7 11 8 13 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=14.133594869308219 -3778.776746761032 -8559.4205082436238 -7250.5418373610155 3483.5796174103161 24779.118856900412 -3167.6398546861001 191789.68431490386 22302.419019356345 45524.449266387201 175558.65946769068 16344.352705078125 57174.969541594946 -69131.927483452702 -47574.690337325868 -42.205451377360639 41124.316885205786 -60293.71377583166 94920.532160479328 -3450.6753617987579 -86597.755621832781 -134.55947780705 25850.962691490098 51515.527260733346 -16116.807320789831 215955.57798177085 34871.024758976062 70761.940013586951 -560.76726384494168 -22567.245809256932 -79150.160080991976
leaf_weight=3956431 684 3242 1276 1454 103 802 26 335 41 59 40 236 72 332 10077 520 31 133 166 37 90276 198 276 3277 30 47 23 2519 952 109
leaf_count=3956431 684 3242 1276 1454 103 802 26 335 41 59 40 236 72 332 10077 520 31 133 166 37 90276 198 276 3277 30 47 23 2519 952 109
internal_value=0 -476.418 37.6247 9021.43 13648.8 20653.3 29502.1 23835.1 5644.05 42587.7 111230 70533.7 57.422 -37341.3 -3532.69 37303.1 43486.6 46987.4 38876.5 -4656.2 -509.024 -8131.38 12118.3 -13725.6 50209.3 97451.3 152947 -8688.6 -13446.7 -28380.2
internal_weight=0 117373 100474 5763 4487 2961 2159 1897 807 434 99 262 1526 373 16899 1090 950 919 786 140 94711 4435 960 3475 620 100 53 6822 4303 1061
internal_count=4073804 117373 100474 5763 4487 2961 2159 1897 807 434 99 262 1526 373 16899 1090 950 919 786 140 94711 4435 960 3475 620 100 53 6822 4303 1061
is_linear=0
shrinkage=0.1


Tree=1535
num_leaves=31
num_cat=0
split_feature=0 0 4 4 6 4 2 1 1 7 1 1 4 6 0 1 6 2 2 4 6 6 4 1 6 0 4 6 1 0
split_gain=2.60159e+12 4.60886e+13 1.2737e+14 7.31518e+13 3.89992e+13 3.28069e+13 2.75418e+13 2.88788e+13 3.71862e+13 2.65344e+13 3.53934e+13 5.17813e+13 5.25435e+13 5.13831e+13 3.66171e+13 3.97057e+13 3.90856e+13 3.06609e+13 6.51789e+13 3.48113e+13 2.97983e+13 2.6407e+13 2.62757e+13 2.93517e+13 2.53257e+13 2.92177e+13 3.60305e+13 2.53128e+13 2.45926e+13 2.44947e+13
threshold=56.760749800000006 56.385857200000011 25.500000000000004 30.500000000000004 122.65000000000002 15.500000000000002 4829.0000000000009 56.805602900000004 60.516422150000004 6.0000000000000009 48.411058050000008 47.800771000000005 9.5000000000000018 84.810000000000016 56.685611200000004 38.066230450000006 44.010000000000012 6082.0000000000009 2691.5000000000005 8.5000000000000018 69.605000000000004 63.415000000000006 2.5000000000000004 38.782330450000011 247.90000000000001 56.638205000000006 8.5000000000000018 116.05000000000001 59.999510900000011 56.888401950000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 10 11 14 13 -13 15 21 -16 18 -12 28 -14 -3 -17 -24 25 26 -6 -15 -19 -2
right_child=29 2 3 -5 24 6 7 8 -10 -11 17 12 20 27 16 22 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.294586243516617 1299.9486221776074 -20278.87639007438 170154.39203299908 -3536.9243266858557 10426.493213959855 79486.397651447245 -43161.779442894978 77454.010761052923 9317.4570178865852 -8792.1868842408257 -4371.7024863448059 4847.3574653770147 -2689.6956501619889 42218.975264695116 -8330.5501184660043 10134.49754416856 8700.1374324280532 -18189.197744867077 -30904.312454859326 -9942.3494687153416 -24828.275046597239 -65253.058779761908 1195.8848729264184 -14446.302895584289 29416.324786931818 -75703.965541650075 -82498.415364583343 -36020.377458767362 675.23865036447899 -89.622685569118175
leaf_weight=3128637 153537 1167 67 38 137 61 92 88 892 7096 2843 13922 2795 510 2397 853 3078 736 1373 5733 777 147 1877 3324 55 157 60 45 11318 729992
leaf_count=3128637 153537 1167 67 38 137 61 92 88 892 7096 2843 13922 2795 510 2397 853 3078 736 1373 5733 777 147 1877 3324 55 157 60 45 11318 729992
internal_value=0 -42.0548 -2749.98 107295 -2937.76 -2731.82 14126.1 10406.9 15435.8 -3050.2 -2279.9 -96.8102 3356.77 6036.86 -4950.33 -9553.17 1243.96 -5344.94 -13012.4 -3527.54 -7505.39 -25310.2 -6133.15 -8801.16 -33714.2 -43522.6 -17875.5 35875.2 -476.597 151.853
internal_weight=0 3.19028e+06 61638 105 61533 61124 1133 1072 980 59991 52895 30892 18049 14477 12843 7368 5475 22003 4216 17787 3572 1314 6054 5201 409 354 197 555 12054 883529
internal_count=4073804 3190275 61638 105 61533 61124 1133 1072 980 59991 52895 30892 18049 14477 12843 7368 5475 22003 4216 17787 3572 1314 6054 5201 409 354 197 555 12054 883529
is_linear=0
shrinkage=0.1


Tree=1536
num_leaves=31
num_cat=0
split_feature=4 1 4 1 0 0 6 0 0 6 6 1 4 0 6 0 6 1 1 3 5 0 4 6 6 0 6 6 6 4
split_gain=2.74988e+12 2.1004e+13 3.63661e+13 6.8132e+13 9.19535e+13 2.36153e+14 1.0158e+14 7.81514e+13 7.80874e+13 5.5145e+13 7.59192e+13 5.41328e+13 1.09781e+14 1.17013e+14 7.22021e+13 7.34148e+13 5.70056e+13 5.30877e+13 6.48135e+13 8.40837e+13 6.14367e+13 8.22675e+13 5.60347e+13 5.54005e+13 5.37052e+13 7.18644e+13 6.75332e+13 6.18004e+13 5.03526e+13 4.96924e+13
threshold=10.500000000000002 37.957884500000006 14.500000000000002 38.011626600000007 55.702806750000008 55.696737300000009 84.00500000000001 55.737027400000009 55.801384500000005 91.02500000000002 74.615000000000009 37.978059650000013 24.500000000000004 55.702806750000008 77.565000000000012 55.79439725000001 88.825000000000003 39.689978950000004 38.109452700000006 4.5000000000000009 3.5000000000000004 45.053967500000006 12.500000000000002 110.01500000000001 189.00000000000003 45.063245050000006 118.04500000000002 122.65000000000002 81.705000000000013 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 -3 7 -6 -8 10 -5 12 14 -14 -4 -16 -15 18 19 -11 21 -20 24 -24 25 26 -22 -27 -12 -21
right_child=1 2 11 9 6 -7 8 -9 -10 17 28 -13 13 16 15 -17 -18 -19 20 29 22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=63.578012402515277 322.53498880755853 -43430.411607518217 -8485.0280263204895 -1780.325941251906 -72164.736654485896 78761.613195082726 168259.31230788934 2108.6438563892893 22664.967632728498 -69233.078480113632 -14031.025693028916 -16.664457367244452 37510.717809784837 -11856.265186523438 -58144.414617777038 6755.5958738249501 -123141.92218455189 6349.2761325903057 23423.953369296378 12614.593016581633 18326.388437500002 -21460.597781968871 -2568.2603462837837 -149165.73091911766 99653.713130040327 -10475.973474702383 -94434.594889680637 203099.72062500002 -3567.9849701882422 141435.60229967788
leaf_weight=2547999 653419 223 8053 123284 155 544 61 1647 93 44 8968 702755 981 350 598 246 53 12493 627 49 75 1171 37 85 31 42 182 20 9442 77
leaf_count=2547999 653419 223 8053 123284 155 544 61 1647 93 44 8968 702755 981 350 598 246 53 12493 627 49 75 1171 37 85 31 42 182 20 9442 77
internal_value=0 -106.171 -427.273 -1793.03 13889.2 43235.1 2381.93 -4280.02 80335.5 -2065.67 -2674.81 -122.052 -7325.81 18874.1 -11401.4 -39228.1 -26491.8 3714.25 -9777.3 49778.8 -14237.4 -5808.42 -46346.3 -104706 -26003.9 -38215.1 -61527.7 58419.4 -8664.81 91338.5
internal_weight=0 1.5258e+06 872386 159350 2723 767 1956 1802 154 156627 141694 713036 10281 1384 8897 844 403 14933 2440 170 2270 1798 472 122 350 319 257 62 18410 126
internal_count=4073804 1525805 872386 159350 2723 767 1956 1802 154 156627 141694 713036 10281 1384 8897 844 403 14933 2440 170 2270 1798 472 122 350 319 257 62 18410 126
is_linear=0
shrinkage=0.1


Tree=1537
num_leaves=31
num_cat=0
split_feature=4 5 4 1 6 6 1 0 4 0 0 1 7 6 1 1 1 4 6 6 0 4 1 6 1 6 4 6 6 3
split_gain=3.04009e+12 1.57149e+13 5.88193e+13 9.43734e+13 8.23272e+13 5.43037e+13 9.18568e+13 9.45793e+13 9.36767e+13 8.39549e+13 1.45978e+14 1.10123e+14 3.37707e+14 9.6242e+13 8.19234e+13 1.72757e+14 1.75353e+14 1.30549e+14 8.10223e+13 1.11507e+14 8.0778e+13 1.0859e+14 1.05214e+14 8.8154e+13 1.96673e+14 8.92037e+13 8.08414e+13 7.70349e+13 9.04515e+13 6.89279e+13
threshold=19.500000000000004 2.5000000000000004 20.500000000000004 82.956351500000011 96.050000000000011 64.015000000000015 60.636764050000004 55.737027400000009 23.500000000000004 55.685785750000008 55.667390500000003 37.631035900000008 6.0000000000000009 75.010000000000005 37.401708450000008 37.488790500000007 37.503969450000007 30.500000000000004 85.020000000000024 65.805000000000021 55.759969450000007 20.500000000000004 37.682335600000009 64.405000000000015 30.362494150000003 65.410000000000011 21.500000000000004 95.045000000000016 69.605000000000004 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 -2 7 9 20 10 -7 12 13 -12 -10 18 17 -17 19 -16 21 22 -9 24 26 -25 -22 28 -11 -27
right_child=1 2 -4 4 -6 6 -8 8 14 27 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=31.364190729024404 -51.460714063028917 -9807.3936017939432 1728.7649775245036 7171.8601151113444 103813.12781105324 -6261.4100382523939 -13100.919099566159 250208.7550531915 -11263.046924937265 -9147.8395511485487 17514.673118582588 4579.6419709496358 174500.35434697749 -168667.42234848486 -6019.3141685748924 -132557.21046084451 2715.5416037154973 25393.258154939351 -73990.844747340423 88046.631743890612 295507.79247819766 25734.98924047167 56212.721790081523 -26315.436818974351 -1480.4583233173078 -5024.7483092235871 69373.184787109378 127644.2027935606 -48552.623181045376 17999.843152563459
leaf_weight=3599339 332494 7489 82969 254 135 17343 8416 47 5635 1346 175 515 182 33 174 168 7888 76 47 457 43 428 69 713 117 1863 25 33 1027 4304
leaf_count=3599339 332494 7489 82969 254 135 17343 8416 47 5635 1346 175 515 182 33 174 168 7888 76 47 457 43 428 69 713 117 1863 25 33 1027 4304
internal_value=0 -237.932 944.696 -7312.92 40710.6 -517.997 -3552.2 -1670.54 2883.55 -6533.32 -4218.27 34935.5 75020.8 -12023.8 -1846.62 4176.26 132.866 -83359.5 52673.1 62107.7 11863.4 48994.6 134815 9004.28 77124.1 7172.57 212370 -24091.6 -26201.7 11044.3
internal_weight=0 474465 90847 7878 389 383618 51124 42708 22054 20654 18248 905 390 208 14445 8810 8132 244 678 631 7609 544 116 7065 185 6880 68 2406 2373 6167
internal_count=4073804 474465 90847 7878 389 383618 51124 42708 22054 20654 18248 905 390 208 14445 8810 8132 244 678 631 7609 544 116 7065 185 6880 68 2406 2373 6167
is_linear=0
shrinkage=0.1


Tree=1538
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 4 1 0 0 0 1 3 3 4 7 1 0 4 3 4 0 5 4 6 0 0 3 0 4 3
split_gain=3.02678e+12 1.29545e+13 2.34382e+13 6.9713e+13 6.54096e+13 4.70903e+13 9.23227e+13 4.97644e+13 4.59157e+13 4.26715e+13 3.65636e+13 3.3173e+13 3.20329e+13 4.3144e+13 8.08002e+13 5.88935e+13 1.21101e+14 1.1179e+14 9.42067e+13 9.09149e+13 6.34723e+13 6.21291e+13 5.87082e+13 7.41779e+13 5.51656e+13 7.91724e+13 7.88127e+13 5.4546e+13 5.12088e+13 4.60628e+13
threshold=102.04000000000001 82.948524700000021 82.901648750000021 21.500000000000004 55.061158000000006 13.500000000000002 82.941727000000014 55.102137100000007 54.980317700000008 55.071632200000003 82.93515810000001 5.5000000000000009 16.500000000000004 15.500000000000002 6.0000000000000009 82.911604200000014 55.014210500000011 17.500000000000004 6.5000000000000009 18.500000000000004 55.039488700000007 3.5000000000000004 14.500000000000002 118.04500000000002 55.034466500000008 55.055052800000006 7.5000000000000009 55.02095400000001 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 -2 4 8 7 10 9 -4 -6 -7 -9 13 22 15 19 -17 24 -19 20 -15 -22 -10 -24 27 26 -26 28 -18 -20
right_child=1 -3 3 -5 5 6 -8 11 12 -11 -12 -13 -14 14 -16 16 17 18 29 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=14.176783925971179 -657.37718804225301 -4065.9509250012375 -102066.56467413652 -11018.147406766231 25310.261275390629 123393.32240658168 -10407.63830247962 165468.25711805557 7085.9281491198681 -87686.972576194588 274376.84836956527 26662.118525094698 -55039.652442642408 72163.707500000004 -59763.771519886366 -179906.97897727275 68987.478683035719 -84341.544724090199 21402.47193157328 80540.030859375009 -28497.221376816546 -165586.00523255815 -78321.901838981343 96020.709536637936 112357.35294989224 60242.512384588073 288715.87159722223 11565.35694431212 225144.88560267861 147782.69474826389
leaf_weight=3966508 89475 9420 38 2079 150 53 46 36 4502 43 23 33 79 45 99 22 84 79 145 98 143 43 154 29 58 88 45 123 28 36
leaf_count=3966508 89475 9420 38 2079 150 53 46 36 4502 43 23 33 79 45 99 22 84 79 145 98 143 43 154 29 58 88 45 123 28 36
internal_value=0 -524.086 -183.202 4867.01 10090.9 50089.8 101408 26193.5 7504.21 134.712 169086 99082.7 8209.92 9068.32 26551.8 34792.1 51037.3 58443.7 6771.36 -167.207 -34406.6 -60189.8 4829 -50693.8 89980.8 129897 189407 57538.5 108027 46538.9
internal_weight=0 107296 97876 8401 6322 384 122 262 5938 193 76 69 5900 5821 1136 1037 708 686 260 329 231 186 4685 183 426 191 103 235 112 181
internal_count=4073804 107296 97876 8401 6322 384 122 262 5938 193 76 69 5900 5821 1136 1037 708 686 260 329 231 186 4685 183 426 191 103 235 112 181
is_linear=0
shrinkage=0.1


Tree=1539
num_leaves=31
num_cat=0
split_feature=0 0 7 1 6 1 4 6 1 4 6 4 4 3 6 5 4 1 4 0 4 1 6 6 3 0 6 6 6 6
split_gain=3.05654e+12 2.29124e+13 4.96516e+13 3.78121e+13 4.0534e+13 5.65369e+13 9.87546e+13 8.69467e+13 7.50572e+13 9.49494e+13 9.04088e+13 7.84006e+13 9.42632e+13 7.45722e+13 6.98863e+13 5.8004e+13 4.92239e+13 4.56786e+13 5.71601e+13 4.55654e+13 9.08391e+13 8.59886e+13 5.01703e+13 4.40926e+13 3.8728e+13 3.78752e+13 3.53529e+13 3.51816e+13 3.39423e+13 3.76137e+13
threshold=47.245981600000007 47.139841100000005 6.0000000000000009 38.91194105000001 53.995000000000012 39.652459050000012 19.500000000000004 168.45000000000002 39.735861600000007 11.500000000000002 105.00500000000001 14.500000000000002 22.500000000000004 4.5000000000000009 105.00500000000001 2.5000000000000004 3.5000000000000004 39.712886600000012 19.500000000000004 47.207933300000008 9.5000000000000018 39.803839700000005 103.03500000000001 73.00500000000001 8.5000000000000018 47.234875100000004 62.995000000000012 138.05000000000004 79.710000000000022 108.05000000000001
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 6 7 -6 11 10 19 15 17 -12 -11 16 -7 -13 24 -10 -21 22 23 -22 -19 28 -8 -4 -26 -30
right_child=-2 2 27 4 5 8 26 -9 9 14 13 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-19.381359711911383 -39.311047884342685 -10740.272679180483 -3461.8652871440681 1431.8853381651845 4685.2440401170343 -30240.062595716063 -10375.658515496065 -194379.51647727273 -19915.891895461886 -11849.417808110127 142612.67106749833 52826.133619586348 -1484.3528335571291 3625.885580906724 -98827.593075089608 3509.6857025126346 29328.333918030574 -12178.830627701131 65664.682708692184 1209.013132868597 49296.057175752423 901.43261075563078 -86830.634511718759 112623.92175405142 12439.329062680845 -82900.113151041674 -47219.060391134226 120306.69121093751 106521.93170230264 14587.169826894265
leaf_weight=613429 3378038 1957 15779 40417 8238 151 529 22 505 1939 93 1193 752 66 97 4546 1706 376 254 1959 271 316 20 185 216 27 513 23 114 73
leaf_count=613429 3378038 1957 15779 40417 8238 151 529 22 505 1939 93 1193 752 66 97 4546 1706 376 254 1959 271 316 20 185 216 27 513 23 114 73
internal_value=0 190.86 1757.21 2953.95 3368.94 6609.3 495.441 4155.05 10436.7 1099.58 11290.2 15846.6 29172 84920 -15993.3 9592.83 24484.6 39404.4 24298.6 7694.66 12763.1 41342 68189.2 74988.3 11262.7 31760.4 -28514.5 -3281.72 39442.3 70633
internal_weight=0 695766 82337 66535 64578 24161 9302 8260 14859 5451 3415 9408 3005 159 2036 6403 1857 2253 1060 3256 2751 792 476 456 806 430 1042 15802 403 187
internal_count=4073804 695766 82337 66535 64578 24161 9302 8260 14859 5451 3415 9408 3005 159 2036 6403 1857 2253 1060 3256 2751 792 476 456 806 430 1042 15802 403 187
is_linear=0
shrinkage=0.1


Tree=1540
num_leaves=31
num_cat=0
split_feature=2 0 1 0 4 6 1 1 1 6 4 6 6 6 1 4 1 6 1 0 0 1 4 4 0 1 1 4 6 4
split_gain=2.89326e+12 1.67081e+13 5.77881e+13 4.89241e+13 1.40026e+14 9.95885e+13 1.06874e+14 1.72188e+14 1.06031e+14 9.56174e+13 7.92912e+13 1.69412e+14 7.14179e+13 6.96631e+13 5.99547e+13 5.40094e+13 5.10213e+13 4.91998e+13 1.20786e+14 1.22337e+14 1.21285e+14 1.10042e+14 1.00721e+14 9.46865e+13 8.90347e+13 7.77966e+13 1.14823e+14 1.05468e+14 8.61199e+13 8.378e+13
threshold=36.000000000000007 55.633951400000008 37.780517050000007 55.649510000000014 4.5000000000000009 61.025000000000006 37.401708450000008 37.46219940000001 37.534144550000008 38.010000000000012 23.500000000000004 77.565000000000012 67.00500000000001 70.00500000000001 37.586700500000006 16.500000000000004 37.290808600000013 73.41500000000002 37.71815560000001 55.696737300000009 55.685785750000008 37.729575300000008 16.500000000000004 19.500000000000004 55.667390500000003 37.401708450000008 37.442254400000003 18.500000000000004 93.050000000000011 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 -3 6 16 -8 9 -9 -7 12 14 -14 -12 -11 -6 -5 19 25 24 22 -22 -24 -20 -19 28 29 -27 -28
right_child=-2 3 -4 17 5 10 7 8 -10 15 11 -13 13 -15 -16 -17 -18 18 20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=1049.1186568332907 23.348248722616422 -168115.46786747687 -82437.058546833825 -1057.4161867559528 -88480.165972222225 -27404.796748090805 -78343.870695697828 -23005.170009943184 -11831.064545000141 29206.608442225304 101162.05460559476 123961.86021933769 -188874.88489925989 -28179.415133568546 -32565.612409032532 93212.723448910925 19007.182070854549 94815.29189067641 -11472.302295228008 3917.8079585718197 -114261.51666337026 3050.8892641772413 151832.80048828127 -39623.976071303645 -57912.870130184798 -30854.943412769786 10229.272171383305 4484.568242839805 71259.037918814443 62404.407269124575
leaf_weight=76872 3783399 54 83 174037 45 2751 332 275 3365 465 62 113 38 93 73 184 2368 152 957 19033 158 4930 32 134 726 556 429 902 97 1089
leaf_count=76872 3783399 54 83 174037 45 2751 332 275 3365 465 62 113 38 93 73 184 2368 152 957 19033 158 4930 32 134 726 556 429 902 97 1089
internal_value=0 -304.181 959.074 -759.622 -7511.53 -6658.26 -55.2325 -8962.54 -3591.92 26413.2 -21497.1 21383.9 -22192.4 -74793.4 28850.1 47353.2 17002.7 -420.153 3378.7 6969.55 -8142.88 -659.193 -57112 -2716.65 -31505.5 24980 21525.7 31566.9 -15686.4 47659.3
internal_weight=0 290405 76955 213450 10218 10164 7034 4621 4289 924 3130 379 266 131 135 649 2413 203232 29195 22258 6937 5254 324 166 1683 3225 3073 2420 653 1518
internal_count=4073804 290405 76955 213450 10218 10164 7034 4621 4289 924 3130 379 266 131 135 649 2413 203232 29195 22258 6937 5254 324 166 1683 3225 3073 2420 653 1518
is_linear=0
shrinkage=0.1


Tree=1541
num_leaves=31
num_cat=0
split_feature=6 1 1 6 4 0 0 3 4 4 0 4 1 3 0 0 3 1 6 7 4 0 3 3 3 1 4 6 0 0
split_gain=3.08913e+12 1.55062e+13 8.58112e+13 8.67826e+13 7.57598e+13 1.50744e+14 1.3445e+14 1.10506e+14 6.76665e+13 7.53852e+13 9.26577e+13 7.42772e+13 7.84738e+13 8.90429e+13 7.02628e+13 7.41089e+13 6.4377e+13 6.0268e+13 1.15133e+14 7.83598e+13 7.09124e+13 5.93308e+13 6.05757e+13 7.02487e+13 5.92115e+13 5.78309e+13 5.73594e+13 7.32356e+13 5.70108e+13 1.03976e+14
threshold=88.00500000000001 82.911604200000014 82.948524700000021 103.03500000000001 16.500000000000004 55.043091000000011 55.039488700000007 3.5000000000000004 21.500000000000004 15.500000000000002 55.014210500000011 12.500000000000002 82.92647190000001 2.5000000000000004 55.043091000000011 55.039488700000007 22.500000000000004 82.941727000000014 130.05000000000004 6.0000000000000009 7.5000000000000009 55.050541250000002 10.500000000000002 13.500000000000002 13.500000000000002 82.941727000000014 7.5000000000000009 94.02500000000002 55.02095400000001 55.030407050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 12 -5 -14 15 16 -10 19 20 -15 -19 -6 -23 -24 25 -17 -7 -28 -12 -30
right_child=1 2 -4 8 21 26 7 -9 14 10 28 -13 13 17 -16 24 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=21.284169547361106 -671.05187886594194 53737.838907120691 -1776.2482497918945 -4016.6526020541423 556.22927958356206 -61718.855343424482 347417.28716517863 110331.56000236743 -37969.144110688096 -84855.25428385417 101974.36752062116 -33483.000530664067 -4546.1947412408936 31409.55415917631 -52614.654567355479 148181.9460049716 26815.331164839823 -99540.710546875009 313236.24332682294 215815.67356770835 117441.2504482582 1035.8743847656249 190583.15998171543 50019.666321971323 115478.52675206802 -33725.712288602947 -15430.422799072267 76636.64235206887 -29683.92649689503 57013.871352264658
leaf_weight=3844148 200266 715 20477 2034 1370 120 28 66 473 60 140 500 489 578 393 22 227 20 24 24 61 160 47 146 85 85 240 135 195 476
leaf_count=3844148 200266 715 20477 2034 1370 120 28 66 473 60 140 500 489 578 393 22 227 20 24 24 61 160 47 146 85 85 240 135 195 476
internal_value=0 -356.27 1788.68 9978.86 23738.5 41923.7 68519.3 180953 2902.66 8568.99 35057.8 2383.54 7935.64 28262.5 -17385.9 -1864.72 -16960.5 50954.8 120864 38761.3 63865.5 9975.66 46532.6 84250.2 53171.8 3675.86 -1542.66 17713.7 43929.3 31818.5
internal_weight=0 229656 29390 8913 3027 1304 809 94 5886 4601 871 3730 3230 1196 1285 892 700 707 105 602 81 1723 353 193 192 107 495 375 811 671
internal_count=4073804 229656 29390 8913 3027 1304 809 94 5886 4601 871 3730 3230 1196 1285 892 700 707 105 602 81 1723 353 193 192 107 495 375 811 671
is_linear=0
shrinkage=0.1


Tree=1542
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 1 1 1 4 1 1 6 1 6 4 6 4 1 1 6 4 6 6 6 6 4 4 3 6 6
split_gain=2.887e+12 3.88111e+13 1.23719e+14 2.12112e+14 6.92922e+13 6.20981e+13 2.02347e+14 2.26949e+14 1.54208e+14 9.37332e+13 6.09695e+13 5.20533e+13 4.93835e+13 4.63246e+13 6.27693e+13 4.61955e+13 3.39706e+13 3.34158e+13 5.23413e+13 3.52543e+13 3.00901e+13 4.32032e+13 2.94103e+13 4.32045e+13 2.88134e+13 3.20066e+13 9.26831e+13 4.94575e+13 4.99997e+13 3.02405e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 10.500000000000002 39.079932600000006 39.652459050000012 39.625203600000013 3.5000000000000004 39.135518400000002 37.702956500000006 49.895000000000003 38.893394150000006 57.995000000000012 24.500000000000004 168.45000000000002 8.5000000000000018 44.064675150000006 44.628646350000004 112.00500000000001 8.5000000000000018 65.805000000000021 189.00000000000003 97.020000000000024 134.05000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 53.310000000000009 92.02500000000002
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 4 12 13 7 9 -9 -7 -5 -10 -2 -4 -15 24 17 22 19 -19 21 -13 23 -8 25 26 29 -28 -29 -14
right_child=1 -3 5 10 -6 6 16 8 11 -11 -12 20 15 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=213.29562859086647 -18653.805227284891 5.7043617317094419 -6057.1669650800177 10327.874267657206 -19159.550658332959 31572.411320632225 -7743.1155825946407 -2798.7179894649621 117638.00852864583 -4172.4387928819478 -12244.168182318834 122537.54112903227 29644.98510543922 -16996.035113187187 148538.14021739131 139897.57195723683 -27327.114344327416 14525.88434796428 -48280.125310609881 -102884.44302884616 337717.60511363641 305770.59772727272 102292.63227539063 -78637.100633081907 -44837.820357572113 17731.194102320496 -31068.79541730183 19635.734086515466 99703.811774160975 -26407.793500114891
leaf_weight=549049 219 3476901 19113 1698 346 1586 7210 66 66 1365 4053 31 1707 5678 23 38 756 1561 155 26 22 22 24 87 52 1327 41 98 382 102
leaf_count=549049 219 3476901 19113 1698 346 1586 7210 66 66 1365 4053 31 1707 5678 23 38 756 1561 155 26 22 22 24 87 52 1327 41 98 382 102
internal_value=0 -33.2249 -2861.69 6991.78 23758.6 -5485.47 119.919 22138.5 123357 15038.4 -5579.7 182408 27502.9 -8416.93 -16328.2 30200.6 -6961.71 -5262.91 7185.13 12602.3 239405 198597 -8224.87 -8588.36 29076.7 30127.7 37187.9 74351.9 83356.6 26484.5
internal_weight=0 3.52476e+06 47854 10063 4312 37791 12977 3158 207 2951 5751 141 3966 24814 5701 3747 9819 9063 1742 1587 75 53 7321 7297 3709 3657 2330 521 480 1809
internal_count=4073804 3524755 47854 10063 4312 37791 12977 3158 207 2951 5751 141 3966 24814 5701 3747 9819 9063 1742 1587 75 53 7321 7297 3709 3657 2330 521 480 1809
is_linear=0
shrinkage=0.1


Tree=1543
num_leaves=31
num_cat=0
split_feature=2 2 1 7 0 6 6 1 0 1 7 4 6 1 4 6 6 6 0 1 0 7 1 5 4 3 6 6 6 4
split_gain=2.67035e+12 5.47971e+13 5.10375e+13 3.48784e+13 5.74171e+13 1.15343e+14 4.27206e+13 2.18029e+13 2.09929e+13 8.11962e+13 6.45631e+13 4.47424e+13 4.28924e+13 2.46423e+13 2.40842e+13 2.10941e+13 5.28615e+13 3.76203e+13 3.41097e+13 1.17216e+14 1.05757e+14 9.78106e+13 8.39675e+13 6.65706e+13 5.06649e+13 4.62751e+13 4.35371e+13 3.26687e+13 3.22649e+13 6.7495e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 6.0000000000000009 53.20799465000001 100.05000000000001 55.405000000000008 45.126607350000008 43.472751400000007 43.047633000000012 6.0000000000000009 2.5000000000000004 71.715000000000018 42.186961750000002 9.5000000000000018 39.005000000000003 35.57500000000001 39.810000000000009 43.550475500000012 43.80299105000001 44.046956350000009 6.0000000000000009 44.628646350000004 3.5000000000000004 9.5000000000000018 5.5000000000000009 87.015000000000015 122.65000000000002 66.990000000000023 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 -5 -4 9 10 11 -2 14 -14 -13 16 -10 -17 19 21 22 23 26 24 -19 -25 -20 -27 -22 -30
right_child=8 2 3 6 5 -7 -8 -9 15 -11 -12 12 13 -15 -16 17 -18 18 20 -21 28 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=33.500580075852831 68959.522642298252 -67897.752175632908 21361.76354352753 11013.180002757228 -6147.0813582517503 -193559.11268382354 45464.700474006335 -32628.360533277297 -188.7647568055913 -2559.6649044716505 67833.585498046872 -51037.402306611039 -53817.204156650638 -153799.64364505597 59409.427604166667 -4004.4634392784646 3158.0096078705028 14149.7852616651 -25256.341525935466 -51478.206239041414 -576.95363537424134 -8345.4022028222244 18997.128992911657 65701.295781352252 -8739.5916841963463 26669.289885483438 -85649.507470318655 -81134.038175675683 1990.1045698098585 -2067.2495443071739
leaf_weight=2966190 28 79 1406 860 962 34 619 79 168531 8481 48 330 39 67 21 26879 65550 6106 1986 352 614683 2949 443 382 1149 117 127 37 148655 56615
leaf_count=2966190 28 79 1406 860 962 34 619 79 168531 8481 48 330 39 67 21 26879 65550 6106 1986 352 614683 2949 443 382 1149 117 127 37 148655 56615
internal_value=0 49.3503 11689.2 13276.9 6030.83 -12544.7 25432 18489.6 -132.824 -4938.97 -42798 -53747.1 -61265.2 -117014 -44429.5 -93.2445 748.437 -322.212 -203.479 5304.92 -277.763 7165.96 -20587.2 13037.2 10524.7 47045.2 -28886.2 768.49 -214.454 871.056
internal_weight=0 2.97023e+06 4039 3960 2481 996 1479 1485 1.10358e+06 9014 533 485 457 106 351 1.09456e+06 234081 860480 833601 11092 822509 10740 2556 7791 7255 536 2113 154 819953 205270
internal_count=4073804 2970229 4039 3960 2481 996 1479 1485 1103575 9014 533 485 457 106 351 1094561 234081 860480 833601 11092 822509 10740 2556 7791 7255 536 2113 154 819953 205270
is_linear=0
shrinkage=0.1


Tree=1544
num_leaves=31
num_cat=0
split_feature=6 3 4 4 0 1 1 5 0 6 1 0 6 0 0 1 1 0 1 1 6 1 1 3 6 4 6 4 1 0
split_gain=2.79212e+12 1.53456e+13 4.62324e+13 4.89994e+13 1.11548e+14 6.09339e+13 8.15726e+13 9.00725e+13 6.30184e+13 5.61762e+13 5.55979e+13 1.1747e+14 4.94206e+13 4.35797e+13 8.0107e+13 4.35553e+13 1.48996e+14 6.1996e+13 6.78786e+13 4.85306e+13 4.26204e+13 4.05087e+13 4.25548e+13 3.88258e+13 3.75905e+13 6.30137e+13 5.62764e+13 4.8639e+13 4.30614e+13 7.80284e+13
threshold=88.00500000000001 4.5000000000000009 8.5000000000000018 5.5000000000000009 61.78914120000001 30.362494150000003 30.330566300000005 4.5000000000000009 59.950512650000007 96.050000000000011 30.370944000000005 59.933037250000005 122.65000000000002 47.267650700000011 45.082176650000008 82.901648750000021 82.886781200000016 54.947152850000002 83.050033500000012 82.860505900000007 96.050000000000011 39.803839700000005 39.777866350000004 3.5000000000000004 94.02500000000002 6.5000000000000009 93.050000000000011 7.5000000000000009 30.277905650000005 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 24 -8 11 -7 -9 14 -4 16 19 18 -17 -15 -21 22 -16 -11 25 -5 27 -27 29 -26
right_child=1 -3 13 4 -6 10 7 12 -10 23 -12 -13 -14 15 21 17 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=20.235125093554689 -1023.3353596980783 347.99820611307223 -1347.0474236618702 3875.0032195705844 184518.50008649554 248635.90221354167 -8808.3644557291682 170947.63373579548 25645.359212704614 -78999.616668000774 8643.3141747448608 -3613.3233235677089 -11281.691881793478 -5618.5933628335515 26786.740104877579 -47712.217256617441 -43728.094403444142 7964.1453831845502 -2958.8102654776685 148271.63416819854 22907.978497041164 -34864.551718374401 132898.63063902242 -176710.06039959018 18850.297382828721 -132393.72988978794 -206448.87397629314 -18910.020927902748 18119.249020982457 -48660.884101710093
leaf_weight=3844148 36049 134638 7045 180 35 30 75 22 630 122 9804 48 46 29872 1222 438 1045 5049 1498 34 134 104 39 61 301 56 29 116 537 397
leaf_count=3844148 36049 134638 7045 180 35 30 75 22 630 122 9804 48 46 29872 1222 438 1045 5049 1498 34 134 104 39 61 301 56 29 116 537 397
internal_value=0 -338.71 -1311.76 846.794 6244.85 5743.84 -7966.93 -54711.7 -1182.08 -81697.3 9312.35 93405.6 47674.9 -3565.88 2948.94 -5005.07 -6608.45 2130.38 -13083.8 -5317.17 48279.2 25121.3 30068.6 -111570 -11640.8 -39100.1 -77585.2 -55858.2 -3169.55 -19547.9
internal_weight=0 229656 95018 48538 12489 12454 2572 326 2246 258 9882 78 68 46480 8410 38070 31085 6985 1936 30040 168 1365 1261 183 1616 381 201 172 1235 698
internal_count=4073804 229656 95018 48538 12489 12454 2572 326 2246 258 9882 78 68 46480 8410 38070 31085 6985 1936 30040 168 1365 1261 183 1616 381 201 172 1235 698
is_linear=0
shrinkage=0.1


Tree=1545
num_leaves=31
num_cat=0
split_feature=4 6 6 0 3 3 3 0 1 7 6 0 1 4 1 1 0 0 4 3 3 1 1 7 1 0 1 2 2 0
split_gain=2.93703e+12 1.66174e+13 3.63505e+13 3.57357e+13 4.5166e+13 3.55236e+13 5.53756e+13 9.31065e+13 9.13246e+13 4.67183e+13 4.6208e+13 4.61921e+13 4.52185e+13 6.78507e+13 6.6723e+13 4.11585e+13 3.91481e+13 3.87265e+13 3.42844e+13 4.23718e+13 4.80112e+13 1.0813e+14 9.0092e+13 5.81025e+13 4.44299e+13 4.36302e+13 4.96175e+13 3.84683e+13 3.58938e+13 5.58145e+13
threshold=9.5000000000000018 168.45000000000002 142.05000000000004 42.965693300000005 7.5000000000000009 9.5000000000000018 2.5000000000000004 54.724612400000005 82.901648750000021 6.0000000000000009 247.90000000000001 55.145978450000008 82.948524700000021 13.500000000000002 83.050033500000012 82.92647190000001 53.356310450000002 43.550475500000012 11.500000000000002 10.500000000000002 6.5000000000000009 61.400814300000008 92.865667950000017 6.0000000000000009 60.590708550000009 45.067157700000003 41.912736000000002 5325.0000000000009 9651.0000000000018 55.050541250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 15 -11 -8 13 -10 -14 17 -17 -7 19 20 21 24 -23 28 25 26 -4 -20 -22 -30
right_child=1 3 18 5 -6 9 8 -9 12 10 -12 -13 14 -15 -16 16 -18 -19 27 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-91.158259109168384 87.198047509341279 2902.321267361111 99802.193734975968 -88927.592809851703 193599.77109375002 -110659.5408482143 37264.901809077521 9045.644849663131 251841.50388454861 40507.087655764575 -50310.434643190296 -3815.7394235989677 -103673.19185014204 61460.159294871803 92971.24056396485 50121.85931490385 -84561.088212813731 -4044.3075598658711 -10836.111609192405 -156395.9297214674 -2240.2548342526616 -108314.73944886553 91361.225140625014 -91541.762956730774 62064.630671672086 -47742.032339449543 -40439.890501434951 10598.687280652834 109310.46209562061 -64433.626000000004
leaf_weight=1892492 2172379 27 52 118 23 35 541 545 36 342 67 554 22 39 80 26 127 1282 2396 23 546 235 25 65 77 218 49 1287 71 25
leaf_count=1892492 2172379 27 52 118 23 35 541 545 36 342 67 554 22 39 80 26 127 1282 2396 23 546 235 25 65 77 218 49 1287 71 25
internal_value=0 79.0883 67.4613 6631.15 90623.1 5530.04 15040.3 -8391.52 27253.6 -4263.62 25629.9 16480.7 93899 152843 50557.7 -12580.9 -61673.8 -6877.67 -8390.94 -21797.2 -19525.9 -39010 -89115.1 -1447.23 -6112.69 -22569.3 31764 -3345.86 7674.49 64064.6
internal_weight=0 2.18131e+06 2.17745e+06 3864 50 3814 1935 663 1272 1879 409 1095 177 75 102 1470 153 1317 5069 1386 1363 656 260 707 396 319 101 3683 642 96
internal_count=4073804 2181312 2177448 3864 50 3814 1935 663 1272 1879 409 1095 177 75 102 1470 153 1317 5069 1386 1363 656 260 707 396 319 101 3683 642 96
is_linear=0
shrinkage=0.1


Tree=1546
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 1 4 6 1 1 0 1 1 6 0 4 2 0 6 5 6 1 6 6 6 4 3 6 0 2
split_gain=2.8499e+12 2.12784e+13 3.74785e+13 1.15242e+14 4.24457e+13 7.27295e+13 5.19926e+13 4.15012e+13 3.47983e+13 3.10999e+13 6.2305e+13 7.4134e+13 4.21555e+13 1.055e+14 7.92334e+13 7.53311e+13 4.00666e+13 5.84254e+13 8.49523e+13 5.64372e+13 4.6636e+13 5.19259e+13 1.01534e+14 7.50034e+13 4.58404e+13 4.38356e+13 5.75442e+13 5.85296e+13 3.46879e+13 8.27795e+13
threshold=5.5000000000000009 55.080855950000007 55.071632200000003 68.515000000000015 82.971668900000012 82.956351500000011 4.5000000000000009 69.605000000000004 82.970388650000018 39.735861600000007 54.947152850000002 37.957884500000006 39.843340650000009 67.445000000000007 43.550475500000012 3.5000000000000004 3191.5000000000005 43.6005307 87.395000000000024 3.5000000000000004 71.715000000000018 39.749243900000003 83.820000000000007 84.810000000000016 134.05000000000004 4.5000000000000009 2.5000000000000004 114.05000000000001 45.082176650000008 2882.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -5 -8 10 -1 -12 13 -11 15 -15 17 20 -19 -20 -16 23 -23 -22 25 26 -24 -28 29 -14
right_child=-2 -3 3 4 -6 6 8 -9 -10 12 11 -13 28 14 16 -17 -18 18 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=1008.9729966416799 -52.299629944544542 549.30888995767793 191.23919651388712 -138482.17910156251 -45604.041873161768 -10712.15570703125 55451.556696428568 -22257.753409756748 195200.14051339286 -2902.0697282877873 -41480.675624984993 -4142.9414127402842 8911.7552959858931 -245729.23916015626 -91348.424075704243 -28745.500732421875 -10517.298782465536 -40344.280726380108 -204102.06478966348 -46597.838370535719 13329.083408312852 -65628.001064202734 231867.28123998397 -125586.03658854168 -40849.293526785717 20641.926811079546 -54409.86845238095 184621.63007812502 -1000.4473773970466 -238.96561808191075
leaf_weight=190776 2928705 593538 4923 32 850 75 49 770 28 17351 732 1944 12457 32 71 32 992 257 65 35 89 78 39 69 28 44 21 20 271807 47895
leaf_count=190776 2928705 593538 4923 32 850 75 49 770 28 17351 732 1944 12457 32 71 32 992 257 65 35 89 78 39 69 28 44 21 20 271807 47895
internal_value=0 133.762 -313.411 -7731.91 -29353.7 -14874.8 48548.1 -26895.1 106269 -221.816 796.425 -14356.4 -782.405 -5335.43 -27889.5 -137237 -24018.8 -40432.3 -70773.2 -148976 -16833.9 -3198.5 27122.3 -47336.4 74717.9 100814 144908 62190.9 -518.908 1649.8
internal_weight=0 1.1451e+06 551561 6727 1804 954 152 802 77 544834 193452 2676 351382 19223 1872 64 1808 816 357 100 459 388 230 158 152 124 80 41 332159 60352
internal_count=4073804 1145099 551561 6727 1804 954 152 802 77 544834 193452 2676 351382 19223 1872 64 1808 816 357 100 459 388 230 158 152 124 80 41 332159 60352
is_linear=0
shrinkage=0.1


Tree=1547
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 6 0 6 0 4 7 0 6 3 6 4 7 1 7 0 4 6 6 0 1 4 1 3 6 6
split_gain=3.25584e+12 4.78532e+13 5.15382e+13 4.64392e+13 6.08669e+13 5.05204e+13 4.95953e+13 6.07615e+13 1.00382e+14 6.57189e+13 9.35495e+13 8.9903e+13 1.15437e+14 7.7348e+13 5.14815e+13 7.20688e+13 4.78742e+13 6.09439e+13 4.09153e+13 4.56828e+13 8.8928e+13 5.8952e+13 5.27742e+13 4.69637e+13 6.79348e+13 4.56797e+13 5.4917e+13 4.2806e+13 6.26746e+13 4.21291e+13
threshold=65.534455000000023 65.574968200000015 56.986919400000012 61.511492200000006 63.728898350000001 88.825000000000003 57.125462300000009 128.05000000000004 57.14107305000001 22.500000000000004 6.0000000000000009 57.15297970000001 79.710000000000022 14.500000000000002 108.05000000000001 6.5000000000000009 6.0000000000000009 65.493200550000012 6.0000000000000009 57.14107305000001 7.5000000000000009 130.05000000000004 79.710000000000022 57.113979900000011 65.559704250000024 19.500000000000004 65.559704250000024 21.500000000000004 67.91500000000002 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 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 -5 16 9 -9 14 11 12 -11 -14 -8 -16 -6 -18 27 22 -21 25 -20 -24 -25 -22 -27 -4 -29 -26
right_child=1 -3 18 4 6 -7 7 8 -10 10 -12 -13 13 -15 15 -17 17 -19 19 20 21 -23 23 24 29 26 -28 28 -30 -31
leaf_value=-2.2829675228335922 -145710.88070652174 30.556083037742425 2322.4385257511913 -7231.393641837778 -268.77860881293253 -42214.356079101562 -3786.3456949240158 -110323.7587890625 58159.709917072236 61559.897336341593 -10204.120490932151 6541.7276229276004 109132.90231119793 353780.92522321432 69619.002488550657 -48585.049300689047 27458.786022862361 1289.4192518437767 10696.350176500295 171874.67820312502 34325.529992477117 -103781.44155405406 -42311.86905684755 -45375.63637786865 140762.8262867647 -43943.783136440848 21585.152298400881 -15207.198396809898 215799.75760869565 -528.21793619791674
leaf_weight=2997977 23 994861 27253 15646 5318 424 22027 40 305 116 303 131 24 28 58 466 1827 1735 2701 40 1275 37 387 80 51 188 400 24 23 36
leaf_count=2997977 23 994861 27253 15646 5318 424 22027 40 305 116 303 131 24 28 58 466 1827 1735 2701 40 1275 37 387 80 51 188 400 24 23 36
internal_value=0 153.943 3928.88 -51.916 -3123.22 -8154.4 -626.126 -3032.07 38625.4 -3652.81 28955.4 68638.7 117060 240866 -4523.28 -35501.4 5740.43 14712.1 4034.79 12169.2 24315.9 21209.4 4929.64 -23185.7 21136.8 23691.7 633.724 2486.88 97838.8 82297.6
internal_weight=0 1.02738e+06 32518 3.04642e+06 48448 16070 32378 23498 345 23153 602 299 168 52 22551 524 8880 3562 32495 5195 1940 1900 3255 554 167 1863 588 27300 47 87
internal_count=4073804 1027379 32518 3046425 48448 16070 32378 23498 345 23153 602 299 168 52 22551 524 8880 3562 32495 5195 1940 1900 3255 554 167 1863 588 27300 47 87
is_linear=0
shrinkage=0.1


Tree=1548
num_leaves=31
num_cat=0
split_feature=2 3 7 4 6 1 4 1 5 2 1 6 1 6 0 6 0 1 6 1 0 4 0 6 6 6 6 0 4 0
split_gain=3.1068e+12 1.97244e+13 3.7151e+13 3.74593e+13 5.90588e+13 5.72766e+13 5.44798e+13 7.06322e+13 4.04247e+13 3.65577e+13 4.13386e+13 3.75998e+13 5.42534e+13 3.60613e+13 3.59556e+13 7.47255e+13 3.37588e+13 3.32576e+13 3.83421e+13 3.40782e+13 7.97371e+13 4.71785e+13 4.12099e+13 3.57579e+13 3.57494e+13 3.15786e+13 3.14732e+13 3.14596e+13 3.73674e+13 4.42164e+13
threshold=3338.0000000000005 1.5000000000000002 6.0000000000000009 8.5000000000000018 77.010000000000005 30.509101000000005 5.5000000000000009 82.648284550000014 4.5000000000000009 9651.0000000000018 83.086354900000018 60.305000000000007 82.911604200000014 38.995000000000012 55.102137100000007 83.820000000000007 54.932051950000009 83.007653300000015 66.010000000000005 83.086354900000018 55.030407050000001 9.5000000000000018 55.014210500000011 63.005000000000003 61.025000000000006 67.91500000000002 67.445000000000007 54.962581500000006 9.5000000000000018 55.123213100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -2 11 -11 -13 -7 -9 -16 -15 -18 19 20 21 -19 -23 24 -24 26 -20 -4 29 -29
right_child=1 -3 27 4 -6 13 7 14 -10 10 -12 12 -14 16 15 -17 17 18 25 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-72.697259179286547 -2076.9418422181911 245.15721841359161 -1951.3883271790035 21797.573944769618 -12301.916947843951 1883.4133131637195 2025.0627987464752 27197.739341157769 29397.487462719066 2442.2972175917976 -3901.8162016915699 1472.1179044740973 25804.489756337131 2158.730428817295 42199.938081811182 253128.52215909094 -3642.215471028685 -42154.917633563047 8578.0349830863397 -50.319352270320778 -43133.006001212379 34555.397707957141 -9061.9943902896448 -36687.956672483007 49801.717526533022 -373.84547576904299 94205.659527191558 28460.943326562669 1923.2601349174163 5682.7613667596888
leaf_weight=2406287 72813 1429752 19034 968 6575 13338 2302 1040 444 19537 8685 1857 1809 7528 71 22 31968 458 97 1599 946 212 3871 469 106 832 77 1157 36715 3235
leaf_count=2406287 72813 1429752 19034 968 6575 13338 2302 1040 444 19537 8685 1857 1809 7528 71 22 31968 458 97 1599 946 212 3871 469 106 832 77 1157 36715 3235
internal_value=0 104.905 -738.475 -1465.83 -3286.96 -2338.11 -307.806 12085.1 -712.672 -840.359 1983.25 4186.06 13479 -2718 32524.9 92097 -3992.29 -5131.82 -10626.2 -13036.4 -16461.8 -11530.1 -8518.87 -10572.8 -7493.08 7728.49 46470.7 1409.73 2966.05 11683.3
internal_weight=0 1.66752e+06 237765 177624 69044 62469 108580 3435 105145 104701 31888 23203 3666 61501 1133 93 48163 40635 8667 7661 6062 5116 4658 4446 3977 1006 174 60141 41107 4392
internal_count=4073804 1667517 237765 177624 69044 62469 108580 3435 105145 104701 31888 23203 3666 61501 1133 93 48163 40635 8667 7661 6062 5116 4658 4446 3977 1006 174 60141 41107 4392
is_linear=0
shrinkage=0.1


Tree=1549
num_leaves=31
num_cat=0
split_feature=4 1 0 0 2 1 1 5 0 6 0 1 1 6 1 0 0 0 0 6 6 0 0 1 6 1 0 0 1 6
split_gain=2.91145e+12 7.30816e+12 1.51354e+13 1.27574e+13 1.54492e+13 1.20476e+13 1.61585e+13 1.38508e+13 1.25871e+13 1.30566e+13 1.23941e+13 1.26658e+13 1.17851e+13 1.12009e+13 1.70721e+13 1.83343e+13 2.28186e+13 1.66603e+13 2.90391e+13 1.69338e+13 1.39888e+13 1.20951e+13 1.09412e+13 1.60773e+13 5.02746e+13 4.34159e+13 1.56737e+13 1.20617e+13 1.41338e+13 1.30969e+13
threshold=2.5000000000000004 56.805602900000004 63.565651350000003 59.764576050000009 10876.500000000002 82.971668900000012 82.991167100000027 1.5000000000000002 54.94110555000001 29.715000000000003 55.071632200000003 103.8879505 118.02765200000002 91.02500000000002 82.918694400000007 56.782540950000005 56.872182500000008 55.214863500000007 55.183288250000011 108.05000000000001 74.615000000000009 57.113979900000011 55.026775150000006 82.901648750000021 65.805000000000021 82.895858600000011 55.029726000000004 55.02095400000001 82.648284550000014 62.375000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -10 -8 -12 -5 20 15 17 -17 18 -15 -19 22 -18 27 25 -25 26 -24 29 -29 -9
right_child=-2 2 -4 12 -6 6 10 13 9 -11 11 -13 -14 14 -16 16 21 19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-36.194935701300004 -14.224934714741792 12013.179158286854 28937.183381600218 2259.0988906392968 27253.582163228952 -12123.015438704309 -1398.9664893107833 6116.3269953015388 7199.4993844469855 -6884.789782056786 4797.531799937603 50407.207998361897 -17485.044031680922 2986.0050556518045 89963.562304687512 119165.23427419356 -35857.293060980905 5486.3919738769537 128423.55121093751 -92922.669703584572 -6809.0950642127127 39114.204427697521 -49604.569609375001 -4290.9854317075215 -115455.98197674419 57891.198843749997 3959.9844830242178 68773.401917940035 -19158.490828125003 21617.466153654048
leaf_weight=77611 3961637 589 203 555 239 1102 9313 3272 850 2917 3389 62 664 239 32 31 27 36 20 34 1048 106 55 755 43 150 8078 68 25 654
leaf_count=77611 3961637 589 203 555 239 1102 9313 3272 850 2917 3389 62 664 239 32 31 27 36 20 34 1048 106 55 755 43 150 8078 68 25 654
internal_value=0 502.412 1712.09 1551.22 1920.84 1736.79 -505.124 3370.41 -1581.17 -3706.76 497.924 5616.95 -8495.71 4840.4 19183.2 14588.9 41902.9 973.452 12672.3 -42312.3 4308.17 23894.4 5197.55 3274.96 -10281.1 4580.97 3597.75 9541.7 45135.8 8698.53
internal_weight=0 112167 34556 34353 33134 32895 13866 19029 4356 3767 12764 3451 1219 14673 525 493 164 329 259 70 14148 133 13100 9081 798 8283 8133 4019 93 3926
internal_count=4073804 112167 34556 34353 33134 32895 13866 19029 4356 3767 12764 3451 1219 14673 525 493 164 329 259 70 14148 133 13100 9081 798 8283 8133 4019 93 3926
is_linear=0
shrinkage=0.1


Tree=1550
num_leaves=31
num_cat=0
split_feature=1 4 6 0 6 1 4 4 6 0 6 6 6 4 1 6 3 6 7 1 6 0 4 2 6 2 7 1 6 1
split_gain=2.86161e+12 1.01022e+13 1.58309e+13 1.72033e+13 1.11758e+13 1.26238e+13 1.01598e+13 3.39378e+13 4.72671e+13 3.51953e+13 2.77917e+13 4.22058e+13 1.92091e+13 3.57119e+13 5.45304e+13 2.58841e+13 2.53114e+13 1.92558e+13 1.36636e+13 1.34564e+13 1.88689e+13 1.5479e+13 1.3377e+13 1.24705e+13 1.00618e+13 9.96774e+12 9.60842e+12 1.69232e+13 9.77557e+12 9.60525e+12
threshold=83.658467900000019 24.500000000000004 64.405000000000015 56.067362750000008 65.00500000000001 86.169282750000022 20.500000000000004 19.500000000000004 103.03500000000001 56.020150250000007 80.030000000000015 88.825000000000003 61.025000000000006 21.500000000000004 103.8879505 93.050000000000011 20.500000000000004 114.05000000000001 6.0000000000000009 92.90968070000001 66.990000000000023 56.020150250000007 22.500000000000004 9236.5000000000018 81.705000000000013 1696.0000000000002 6.0000000000000009 92.865667950000017 43.605000000000011 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=29 6 3 -3 -4 -6 7 25 9 10 -9 -12 23 14 -14 18 17 22 19 21 -21 -15 -17 -8 -20 -2 27 -11 -28 -1
right_child=1 2 4 -5 5 -7 12 8 -10 26 11 -13 13 15 -16 16 -18 -19 24 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=9.828462756095405 42234.131996984652 -3362.5587092577875 -55902.26881722713 31254.363128063724 -61261.78425950271 -10125.220393783617 1208.4388043289011 -33417.955198680364 128561.31125000001 -73618.772762948502 -206368.28111979167 -9674.0456250000007 147398.90551658164 8985.560398327465 -18893.002982954546 -32574.505784801138 66687.190317234854 -80480.819707782459 24224.520964169387 -38028.607388741628 61128.555526183081 -63231.083426202509 24372.007673413827 -61781.448802757266 61846.176896348108 410.80790113209105 -4072.3826642071763 22223.002498653019 73802.346914062495 -853.12570828937498
leaf_weight=3718530 57 2327 69 153 52 674 1764 419 20 27 24 20 49 71 33 110 33 52 410 28 61 51 66 32 86 214843 27 58 40 133618
leaf_count=3718530 57 2327 69 153 52 674 1764 419 20 27 24 20 49 71 33 110 33 52 410 28 61 51 66 32 86 214843 27 58 40 133618
internal_value=0 349.395 -5163.37 -1226.92 -17443.1 -13787.9 432.068 353.691 -22730.5 -27650.5 -41357.3 -116962 6367.83 17112.5 80476.6 11744.9 -15168.5 -27016 21680.4 366.021 29933 -21203.4 -11219.6 86.1245 30747.6 421.901 14101.1 -8220.86 42420 -20.1045
internal_weight=0 221656 3275 2480 795 726 218381 215535 635 615 463 44 2846 1050 82 968 261 228 707 211 89 122 176 1796 496 214900 152 85 67 3.85215e+06
internal_count=4073804 221656 3275 2480 795 726 218381 215535 635 615 463 44 2846 1050 82 968 261 228 707 211 89 122 176 1796 496 214900 152 85 67 3852148
is_linear=0
shrinkage=0.1


Tree=1551
num_leaves=31
num_cat=0
split_feature=4 5 6 1 7 1 0 4 1 1 0 1 4 1 1 1 0 3 0 6 6 7 6 0 6 3 6 1 4 1
split_gain=2.81081e+12 1.66508e+13 4.95553e+13 4.82446e+13 7.90842e+13 9.46233e+13 1.32917e+14 5.26017e+13 5.64138e+13 4.26085e+13 3.87545e+13 3.53178e+13 4.89497e+13 6.49734e+13 8.33494e+13 7.76282e+13 7.45062e+13 3.98456e+13 3.95537e+13 3.42296e+13 3.36642e+13 5.9537e+13 6.68298e+13 6.06109e+13 9.74517e+13 6.84117e+13 5.94114e+13 5.86167e+13 8.58463e+13 5.48152e+13
threshold=9.5000000000000018 1.5000000000000002 46.010000000000012 30.345769800000003 6.0000000000000009 30.330566300000005 60.034792100000011 15.500000000000002 30.315889700000003 30.226173900000003 59.939085000000013 33.882313700000005 14.500000000000002 37.517483500000004 37.534144550000008 37.488790500000007 55.775215600000003 3.5000000000000004 44.046956350000009 43.905000000000008 49.010000000000012 6.0000000000000009 87.015000000000015 59.882709350000006 53.310000000000009 23.500000000000004 51.405000000000008 30.362494150000003 15.500000000000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 -6 -9 -3 -10 -5 18 15 16 -14 -15 -17 -13 -11 -2 22 23 27 -25 -26 -23 28 29 -22
right_child=1 2 -4 11 5 6 -8 8 10 19 -12 12 13 14 -16 17 -18 -19 -20 -21 21 26 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-89.178015452923489 -59.436433758656676 24160.653062588652 191.12054147087517 -6994.1420718726622 37477.473092417087 63383.286255110987 328359.26069972827 14074.276428167936 56375.215964673916 -26142.268394547806 -88147.111962890631 19097.664097812758 12060.072736321727 -129118.7447242647 4654.6775976026047 -15122.562000423284 47921.040932765151 61993.893291857821 -1402.6594362460585 12538.201992075543 54717.366689527676 -6677.6329929726598 20691.158667301832 6160.8253763972107 -30308.876905187593 142960.56766304348 3981.0556892012755 -4525.436883461598 -4147.1299567555698 222629.94920014881
leaf_weight=1892492 935183 417 1119594 3623 1003 107 23 725 23 708 96 989 2728 85 22755 77 33 516 19459 338 262 6962 1025 1184 2460 23 21015 39460 418 21
leaf_count=1892492 935183 417 1119594 3623 1003 107 23 725 23 708 96 989 2728 85 22755 77 33 516 19459 338 262 6962 1025 1184 2460 23 21015 39460 418 21
internal_value=0 77.3703 333.458 3300.77 14757.8 27801 110264 21996.9 3599.95 -2867.96 -60214.2 2516.69 3255.46 6117.73 4219.98 19188.3 -79607.6 51980.5 -411.129 -13643.2 -220.708 -2291.54 -4549.64 -5139.94 -17446.8 -28703.9 1328.67 -4016.24 24647.2 67177.3
internal_weight=0 2.18131e+06 1.1733e+06 53705 3440 1977 130 1847 844 1463 119 50265 46642 26194 22873 3321 118 593 20448 1046 1.00801e+06 72830 44853 43828 3667 2483 27977 40161 701 283
internal_count=4073804 2181312 1173299 53705 3440 1977 130 1847 844 1463 119 50265 46642 26194 22873 3321 118 593 20448 1046 1008013 72830 44853 43828 3667 2483 27977 40161 701 283
is_linear=0
shrinkage=0.1


Tree=1552
num_leaves=31
num_cat=0
split_feature=3 4 6 3 1 2 5 6 1 4 6 1 5 1 0 1 1 5 6 4 1 0 2 6 2 5 2 0 1 0
split_gain=2.91319e+12 1.87424e+13 3.27825e+13 3.7441e+13 3.88474e+13 3.59452e+13 3.58712e+13 3.17172e+13 3.61536e+13 3.79375e+13 3.65855e+13 3.43011e+13 3.98947e+13 4.27887e+13 7.71149e+13 3.43894e+13 3.4095e+13 3.79998e+13 5.41992e+13 3.68063e+13 3.15676e+13 3.03699e+13 2.94862e+13 2.91744e+13 5.12875e+13 5.05464e+13 3.57027e+13 2.85567e+13 3.68771e+13 3.49272e+13
threshold=4.5000000000000009 7.5000000000000009 41.505000000000003 5.5000000000000009 30.242318500000007 36.000000000000007 6.5000000000000009 142.05000000000004 30.362494150000003 6.5000000000000009 168.45000000000002 49.147669400000005 3.5000000000000004 39.843340650000009 45.036141150000006 37.804148700000006 30.330566300000005 3.5000000000000004 189.00000000000003 5.5000000000000009 38.999037500000007 55.043091000000011 3658.0000000000005 247.90000000000001 5444.0000000000009 4.5000000000000009 5261.5000000000009 54.86311005000001 82.918694400000007 53.888505650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 16 10 -10 12 15 14 -14 -12 17 -9 19 -19 -16 27 -11 24 25 -23 -25 29 -29 -13
right_child=1 -3 3 4 6 7 -8 8 9 22 11 21 13 -15 20 -17 -18 18 -20 -21 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=89.54753934633375 820.17371736635982 22.724981722964486 -11853.123273094076 16699.921697769485 -7164.214230692598 -783.23270085073398 115176.35597330731 96160.25965494792 -43689.063049190561 97064.69833559783 -72819.514560546886 -28130.285351562503 127136.05068359376 -95270.678080047132 -15914.135908777573 32930.326422991078 90338.186173221984 12694.016562500001 105397.07329545455 -130302.38508680556 -133926.34145220587 -76042.754140624995 -6599.3854434742652 60029.884092881955 162593.90304878051 97596.203186677638 -83971.505202414774 -178647.67961309524 -15690.711409108233 112058.14670138891
leaf_weight=1920388 73363 1921139 3091 721 17179 136268 24 30 582 46 40 52 30 126 68 133 58 30 22 45 34 30 68 36 41 38 33 21 41 27
leaf_count=1920388 73363 1921139 3091 721 17179 136268 24 30 582 46 40 52 30 126 68 133 58 30 22 45 34 30 68 36 41 38 33 21 41 27
internal_value=0 -79.8573 -928.305 -1735.49 -6040.46 -1188.21 -6993.54 -949.152 -14811.5 -20136.9 -24875.5 -10276.2 -28674.5 -53587.9 -13799.8 8479.5 26812.8 -2198.77 -32619.1 -73103.8 -55251.5 14581.9 35230 42043.5 74254.3 20990.8 -8840.35 -20086 -70885.8 19782.2
internal_weight=0 2.15342e+06 232277 158914 17924 140990 17203 137899 1631 1446 1332 750 431 258 132 173 185 127 97 75 102 319 114 178 109 68 69 141 62 79
internal_count=4073804 2153416 232277 158914 17924 140990 17203 137899 1631 1446 1332 750 431 258 132 173 185 127 97 75 102 319 114 178 109 68 69 141 62 79
is_linear=0
shrinkage=0.1


Tree=1553
num_leaves=31
num_cat=0
split_feature=4 6 6 1 0 0 1 1 5 4 3 4 5 4 0 0 6 4 4 0 6 6 4 6 1 5 7 6 1 3
split_gain=2.84497e+12 1.95634e+13 4.19737e+13 1.45637e+14 1.01976e+14 1.50263e+14 1.68997e+14 1.06521e+14 1.38979e+14 9.77575e+13 7.37981e+13 8.76026e+13 8.25503e+13 8.76101e+13 1.22576e+14 2.4152e+14 1.17379e+14 8.07121e+13 1.71712e+14 1.14105e+14 8.75728e+13 1.01776e+14 7.31013e+13 7.87173e+13 7.22123e+13 7.17782e+13 6.83935e+13 6.97851e+13 7.25559e+13 6.61836e+13
threshold=10.500000000000002 72.020000000000024 86.920000000000016 38.109452700000006 59.91832440000001 59.950512650000007 30.410676000000006 30.362494150000003 1.5000000000000002 3.5000000000000004 6.5000000000000009 9.5000000000000018 2.5000000000000004 5.5000000000000009 59.933037250000005 59.939085000000013 79.015000000000015 9.5000000000000018 8.5000000000000018 59.939085000000013 78.605000000000004 83.820000000000007 9.5000000000000018 77.010000000000005 30.345769800000003 3.5000000000000004 6.0000000000000009 75.605000000000004 30.303340300000002 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 -3 6 7 10 -9 -10 12 -12 13 26 24 -16 -17 18 -14 -20 -19 -22 -5 -24 -15 -25 27 -6 -29 -4
right_child=-2 2 29 22 5 -7 -8 8 9 -11 11 -13 17 14 15 16 -18 20 19 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-41.109867115709079 -107.99129028366087 -6068.2698818827485 -271.21814923503933 2147.6349074683217 -78125.11840567131 -4374.6743790028549 -36178.620878972237 -180584.8942085598 -102179.938671875 76382.927427948496 -140500.83115074283 10990.293231560203 38688.652060482629 -12510.109405417521 129766.04406411204 -94241.497567806611 91632.67300000001 191247.88817934785 -279142.59827586211 22871.071590909094 -112847.70344827588 112978.83267822266 2047.4523075281522 14940.879732805846 -183429.19223790325 168.30401448995923 -163799.29974662163 -80892.63171106558 46438.522570219502 -134029.87761824325
leaf_weight=2223913 1525805 30293 168835 81668 135 5609 444 23 32 732 61 102 1140 122 209 106 50 69 29 22 29 64 14378 15419 31 4181 37 61 168 37
leaf_count=2223913 1525805 30293 168835 81668 135 5609 444 23 32 732 61 102 1140 122 209 106 50 69 29 22 29 64 14378 15419 31 4181 37 61 168 37
internal_value=0 64.6679 790.526 1977.58 -3259.19 5915.51 21659.5 29629.8 61612.6 68903.9 19292.8 -45702.7 23955.8 827.373 27993.4 59488 -34666.4 39665.4 30657.5 -148862 105890 42559.8 3769.33 7667.18 -47140.8 11789.6 -34264.9 -21098 12520.6 -300.525
internal_weight=0 2.548e+06 324086 155214 39568 9275 3666 3222 787 764 2435 163 2272 919 518 365 156 1353 1191 51 162 93 115646 33978 153 19600 401 364 229 168872
internal_count=4073804 2547999 324086 155214 39568 9275 3666 3222 787 764 2435 163 2272 919 518 365 156 1353 1191 51 162 93 115646 33978 153 19600 401 364 229 168872
is_linear=0
shrinkage=0.1


Tree=1554
num_leaves=31
num_cat=0
split_feature=4 1 0 1 0 6 1 1 0 0 1 0 1 0 1 1 0 0 0 0 0 6 0 4 0 1 6 0 0 0
split_gain=2.76377e+12 2.01572e+13 4.31948e+13 4.3119e+13 4.99863e+13 3.93382e+13 4.09254e+13 9.28603e+13 8.04474e+13 8.77707e+13 7.32778e+13 7.06172e+13 4.57557e+13 1.00746e+14 2.96139e+14 7.60604e+13 7.49243e+13 8.173e+13 6.93761e+13 1.47553e+14 1.39373e+14 6.86745e+13 6.86407e+13 8.79366e+13 5.71862e+13 5.47085e+13 1.89386e+14 6.55259e+13 1.35395e+14 1.24674e+14
threshold=5.5000000000000009 38.430814800000007 44.685196900000008 38.657016300000002 55.850146250000009 63.705000000000005 38.109452700000006 37.71815560000001 55.806294650000005 55.866549750000011 37.755233900000007 46.323575350000006 37.534144550000008 55.897267000000006 37.682335600000009 37.401708450000008 55.303261650000003 55.82518790000001 55.737027400000009 55.622114900000007 55.710673100000008 78.605000000000004 56.067362750000008 2.5000000000000004 55.667390500000003 37.318079750000003 118.04500000000002 55.721784200000009 55.737027400000009 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 12 10 -10 -9 -8 15 16 -15 25 -14 21 19 -17 24 -18 23 -20 -21 -7 27 29 -29 -27
right_child=-2 3 5 -5 -6 6 11 8 9 -11 -12 -13 13 14 -16 18 17 -19 22 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=8440.5607191632334 -51.503270251195573 -10529.395024435036 1332.5974245003008 -12.31321272603447 6129.8181268116168 -1621.1766864500287 -20766.786964428829 -38724.227195290958 -95044.668215791316 -24594.763094138561 -1760.702272219396 17149.73664431995 -33587.689816750921 36688.306145163144 403128.92259114585 -18347.168086093207 4576.8965820443545 -52002.22017996652 193814.22379807694 -110594.80558593752 -45717.960659605713 43013.970354950296 -41264.100800480774 7045.604497517953 -268349.67505787039 6435.9935277441346 149686.58966402867 181444.19354838712 17110.124672693153 -121092.0876476753
leaf_weight=7446 2928705 7658 189869 893053 2355 28839 619 629 202 1420 3640 2379 425 272 24 929 1339 182 26 40 149 712 325 829 54 1177 101 62 262 82
leaf_count=7446 2928705 7658 189869 893053 2355 28839 619 629 202 1420 3640 2379 425 272 24 929 1339 182 26 40 149 712 325 829 54 1177 101 62 262 82
internal_value=0 131.725 942.155 -85.4807 -6611.24 704.149 -1964.19 -2775.15 -14410.1 -33368.4 -7206.96 9321.07 -862.129 11059.4 66399.7 -1933.35 4896.63 12221.2 -19261.1 -36494.2 -105871 17920.2 -2144.79 12725.1 -201220 -598.131 16921.8 8451.05 48556.8 -1870.05
internal_weight=0 1.1451e+06 242033 903066 10013 234587 44718 41720 5891 1622 4269 2998 35829 2954 296 32875 2658 2233 2352 1172 243 2051 1180 855 94 30523 1684 1583 324 1259
internal_count=4073804 1145099 242033 903066 10013 234587 44718 41720 5891 1622 4269 2998 35829 2954 296 32875 2658 2233 2352 1172 243 2051 1180 855 94 30523 1684 1583 324 1259
is_linear=0
shrinkage=0.1


Tree=1555
num_leaves=31
num_cat=0
split_feature=6 0 0 1 3 1 1 0 1 1 5 3 5 1 3 4 0 5 4 0 5 1 4 4 1 0 5 0 6 5
split_gain=2.63559e+12 9.80449e+12 2.07732e+13 1.91423e+13 1.49438e+13 1.30894e+13 1.86744e+13 1.13401e+13 1.22618e+13 1.02595e+13 2.0278e+13 1.81459e+13 1.8638e+13 1.381e+13 1.16323e+13 1.12582e+13 1.07592e+13 1.02923e+13 1.92584e+13 2.0961e+13 1.92422e+13 1.05853e+13 9.78623e+12 9.43392e+12 9.85783e+12 2.58859e+13 1.85152e+13 9.92503e+12 9.7251e+12 8.98139e+12
threshold=21.020000000000003 55.633951400000008 55.81943720000001 49.230435000000007 1.5000000000000002 37.618684050000006 37.488790500000007 55.60524465000001 37.425454150000007 65.493200550000012 1.5000000000000002 8.5000000000000018 3.5000000000000004 65.574968200000015 2.5000000000000004 15.500000000000002 56.986919400000012 3.5000000000000004 5.5000000000000009 57.125462300000009 4.5000000000000009 37.290808600000013 5.5000000000000009 18.500000000000004 49.030112300000006 56.228352100000002 1.5000000000000002 55.866549750000011 15.450000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -9 17 13 12 14 15 -12 -11 -16 21 20 -20 -19 -4 -18 24 25 -23 -27 -26 -28 -7
right_child=-2 2 9 -5 -6 29 -8 8 -10 10 11 -13 -14 -15 16 -17 22 18 19 -21 -22 23 -24 -25 27 26 28 -29 -30 -31
leaf_value=348.34143570332054 7.2921828502791275 -16011.239628906253 -8273.0495799084892 20268.82511961694 -8584.9554171133968 -22139.598567553327 -93963.761081659235 61863.431868489592 10264.748361225329 -20890.752984552237 823.06476287841804 111787.16930803571 -53737.710190716913 -3222.5292048859319 4733.8184966216213 13739.055856611143 29864.068450927734 36557.185803865133 20202.150396728517 143830.96640624999 -77816.449544270843 18463.574982136022 104058.08865234375 -7672.9223810414496 -10529.046571630874 3309.1304252045447 -18786.575788995153 2816.2411472376702 -76224.379518581074 43948.031835937501
leaf_weight=16214 4040593 60 1083 204 2835 315 63 51 475 821 96 21 34 3546 37 106 32 38 32 24 24 1295 40 829 716 1502 145 2514 37 22
leaf_count=16214 4040593 60 1083 204 2835 315 63 51 475 821 96 21 34 3546 37 106 32 38 32 24 24 1295 40 829 716 1502 145 2514 37 22
internal_value=0 -887.198 -2619.36 -9457.28 -11297.7 -28016.3 -55938.1 817.133 15267.7 -774.94 -4485.41 22663.8 14832.9 -6063.5 26205.6 -16930.9 48560.8 1356.59 30677.9 73185.9 -7716.48 930.545 71083 2346.78 3684.57 7833.6 -340.88 -142.033 -30463.5 -17825.3
internal_weight=0 33211 16471 3499 3295 460 123 16740 526 12972 4733 260 239 4473 205 927 109 8239 118 56 62 8121 72 7038 6209 2979 1684 3230 182 337
internal_count=4073804 33211 16471 3499 3295 460 123 16740 526 12972 4733 260 239 4473 205 927 109 8239 118 56 62 8121 72 7038 6209 2979 1684 3230 182 337
is_linear=0
shrinkage=0.1


Tree=1556
num_leaves=31
num_cat=0
split_feature=1 6 0 3 0 4 2 4 4 6 5 6 0 3 5 2 2 6 0 0 0 2 2 0 0 0 6 6 7 5
split_gain=2.52804e+12 1.02783e+13 1.00883e+13 1.99357e+13 8.81017e+12 8.32597e+12 1.58463e+13 3.76703e+13 1.26145e+13 3.55891e+13 2.99887e+13 3.24437e+13 2.58939e+13 1.64627e+13 1.64489e+13 2.48567e+13 1.75698e+13 1.55026e+13 1.44896e+13 3.04712e+13 3.29138e+13 2.32028e+13 5.41587e+13 4.14473e+13 2.05025e+13 3.00438e+13 1.95241e+13 1.73101e+13 1.60405e+13 1.59202e+13
threshold=113.48479755000001 37.995000000000012 48.179569850000007 3.5000000000000004 63.565651350000003 17.500000000000004 7912.5000000000009 19.500000000000004 9.5000000000000018 138.05000000000004 2.5000000000000004 65.805000000000021 50.556058150000005 14.500000000000002 3.5000000000000004 7912.5000000000009 7912.5000000000009 69.015000000000015 52.02416370000001 52.07762420000001 52.960348700000004 9907.0000000000018 7912.5000000000009 50.596941950000009 53.379556850000007 56.638205000000006 79.710000000000022 76.605000000000004 6.0000000000000009 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 8 7 -7 18 10 -10 12 -12 14 15 17 -16 -13 21 -20 27 22 28 26 -22 -26 29 -21 -4 -24
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 11 13 -14 -15 16 -17 -18 -19 19 20 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.3383537159087586 -3253.9615959812722 -96383.220416666678 -10904.032677346191 20941.564630998884 -44292.689036299547 150579.58769955844 -52974.691361177887 15037.925543568121 1940.6309813402831 98582.838143382352 -113350.99843750001 -1082.7538217905405 -22815.157324218751 -77094.284943781677 -105291.26158405172 -8502.2306570893979 -22277.806046356636 84301.06846484376 10234.462356264778 -52894.176822012443 37560.124717811486 -6710.6620557298711 32007.55070723204 -60126.786110889669 -43441.675194827454 1689.7455919932099 75901.262715332035 38106.235587565105 53849.48815429688 -41702.066355846779
leaf_weight=4047600 4706 30 877 28 41 23 26 189 2586 34 59 37 68 37 29 744 211 50 5698 162 154 3118 535 49 151 6367 100 24 40 31
leaf_count=4047600 4706 30 877 28 41 23 26 189 2586 34 59 37 68 37 29 744 211 50 5698 162 154 3118 535 49 151 6367 100 24 40 31
internal_value=0 979.054 1905.68 -39743.7 2018.35 2107.08 20706.5 29742.9 1897.89 -3275.25 -4181.6 -17001.1 -64875.1 -11513.7 -9248.12 -2588.05 -32308.6 47988.4 3050.23 4829.95 339.584 -1654.21 8006.33 28636.6 1496.28 644.203 35167.3 -41152.2 -8079.45 27970.5
internal_weight=0 26204 21498 58 21440 21399 238 212 21161 3855 3821 1235 127 1108 1071 831 240 87 17306 12556 6858 4750 1632 715 6672 6518 666 186 917 566
internal_count=4073804 26204 21498 58 21440 21399 238 212 21161 3855 3821 1235 127 1108 1071 831 240 87 17306 12556 6858 4750 1632 715 6672 6518 666 186 917 566
is_linear=0
shrinkage=0.1


Tree=1557
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 4 0 0 1 1 1 0 0 0 0 1 3 3 1 1 7 4 0 4 0 5 0 3 4 1
split_gain=2.38736e+12 3.1239e+13 5.52073e+13 4.19973e+13 3.54542e+13 3.20144e+13 2.84209e+13 7.55802e+13 9.33264e+13 1.06036e+14 2.34244e+14 3.58763e+14 1.07918e+15 1.00243e+14 7.0458e+13 1.91141e+14 9.30465e+13 7.43289e+13 7.26835e+13 7.16615e+13 6.3798e+13 6.32822e+13 5.95128e+13 9.02793e+13 7.7884e+13 9.37427e+13 7.59958e+13 7.44281e+13 5.78977e+13 6.1354e+13
threshold=68.00500000000001 71.030000000000015 37.873748150000004 2764.0000000000005 37.843405600000004 5.5000000000000009 55.595177750000005 55.783232450000007 37.442254400000003 37.503969450000007 37.475446350000006 55.702806750000008 55.710673100000008 55.710673100000008 55.753967500000009 37.543519500000009 1.5000000000000002 8.5000000000000018 37.563506350000004 37.534144550000008 6.0000000000000009 6.5000000000000009 55.685785750000008 7.5000000000000009 55.667390500000003 2.5000000000000004 55.696737300000009 6.5000000000000009 18.500000000000004 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 13 -12 -13 -10 17 19 -17 22 -18 -16 -19 -20 23 -11 27 -26 -24 -25 29 -28
right_child=1 -3 3 -5 5 -7 7 -9 9 14 11 12 -14 -15 15 16 18 20 21 -21 -22 -23 26 24 25 -27 28 -29 -30 -31
leaf_value=36.401455406881318 5672.1037842918204 93.928443106446323 -9040.5288739167518 -2305.1844235220537 -57488.483345031738 26593.916639129638 6746.380494303804 2398.3923315972047 -44213.752614726458 -222243.23476562501 -14115.977083333335 -844100.29939903843 -24332.148800223214 94064.299500512308 17659.712537472747 55218.004359019891 -263352.82972460939 -71043.241549261249 -213594.7406808036 196814.5039351852 -11082.224982920787 -71351.639606584824 159171.31959317837 2145.6969586772302 -114927.60300157336 16526.32888116399 9320.9942765823071 153531.80581054688 60238.084767245855 -140210.15908034751
leaf_weight=3322544 9471 649723 10989 58760 48 800 1798 16391 373 21 69 26 42 61 129 44 25 239 35 27 689 294 41 124 108 109 510 44 241 29
leaf_count=3322544 9471 649723 10989 58760 48 800 1798 16391 373 21 69 26 42 61 129 44 25 239 35 27 689 294 41 124 108 109 510 44 241 29
internal_value=0 -160.99 -1792.18 -3366.34 1661.83 21834.5 1108.93 -904.098 -11564 -21601.3 -60764.2 -174763 -337773 -24778.4 -13346.5 -45154 -81928.2 -5169.57 -98974.6 48667.3 -26524.8 -86483.9 10981.7 -20336.1 -9322.98 -48897.7 26469 41794.4 19493.6 1275.72
internal_weight=0 751260 101537 69749 31788 848 30940 21469 5078 3280 571 137 68 434 2709 554 398 2155 354 156 928 329 1227 406 385 217 821 168 780 539
internal_count=4073804 751260 101537 69749 31788 848 30940 21469 5078 3280 571 137 68 434 2709 554 398 2155 354 156 928 329 1227 406 385 217 821 168 780 539
is_linear=0
shrinkage=0.1


Tree=1558
num_leaves=31
num_cat=0
split_feature=6 4 5 6 0 3 1 4 0 0 4 6 0 7 0 1 6 6 6 6 3 4 0 0 6 1 0 5 6 1
split_gain=2.62196e+12 1.91447e+13 4.91686e+13 6.14231e+13 5.35331e+13 1.59819e+14 4.68818e+13 6.83577e+13 6.7887e+13 7.07906e+13 9.00965e+13 6.45178e+13 5.9741e+13 7.17822e+13 5.92287e+13 5.58512e+13 4.31578e+13 4.14307e+13 3.98232e+13 4.45709e+13 5.25484e+13 3.86796e+13 4.41721e+13 6.59354e+13 4.86075e+13 8.47452e+13 7.37859e+13 1.08409e+14 4.33145e+13 3.77727e+13
threshold=54.010000000000012 18.500000000000004 2.5000000000000004 68.515000000000015 44.601833250000006 9.5000000000000018 30.260128500000004 20.500000000000004 56.838524800000009 56.850115550000005 25.500000000000004 68.515000000000015 56.83050475000001 6.0000000000000009 60.01610465000001 30.226173900000003 65.805000000000021 63.855000000000011 73.41500000000002 93.050000000000011 6.5000000000000009 19.500000000000004 59.856552950000008 59.848366150000011 63.855000000000011 30.303340300000002 59.905532300000012 1.5000000000000002 58.045000000000009 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 10 18 -3 29 -14 -13 -9 -17 -7 -10 20 -20 22 23 -11 25 28 27 -27 -24 -8
right_child=1 2 3 -5 -6 17 8 15 9 21 -12 14 13 -15 -16 16 -18 -19 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-67.019969147616891 239.62680654404437 -17468.661839928598 -88872.975104165875 177.90699933956802 7751.7172027599336 315642.69994628907 -6329.0783530785293 5466.8802989253099 37633.305728618921 6539.0428155024429 -17832.371703096869 -21861.791165964227 11142.377563411632 -41822.330267707359 -109030.66788116457 -8489.3427118857708 -44462.535968117874 125747.82957175927 23718.303989955359 -35592.857386363634 157207.8132260101 775.83361151483859 15193.41046875 -63592.996145708137 3064.0027708710822 -49213.911465669022 6530.5271437596239 88199.496647460939 155854.88626543208 -1465.9129031262062
leaf_weight=2399345 1418623 1884 30 94049 10005 20 19088 2953 377 953 243 152 376 801 160 1536 426 27 42 22 99 22625 30 156 830 71 685 300 81 97815
leaf_count=2399345 1418623 1884 30 94049 10005 20 19088 2953 377 953 243 152 376 801 160 1536 426 27 42 22 99 22625 30 156 830 71 685 300 81 97815
internal_value=0 96.0334 -700.199 973.099 8390.97 91452.7 -1848.76 -9775.82 -1458.91 3113.75 32734.6 -24443.9 -2485.67 -24902.4 -66563.8 -3222.17 -16300 206554 55489.7 96789.6 117445 2212.38 12676.6 -3326.24 21563.5 34720.8 25984 61902.1 117838 -2259.97
internal_weight=0 1.67446e+06 255836 104131 10082 77 151705 7111 144594 26514 783 2196 118080 1177 312 4915 1962 47 540 163 141 25731 3106 1109 1997 1167 1056 371 111 116903
internal_count=4073804 1674459 255836 104131 10082 77 151705 7111 144594 26514 783 2196 118080 1177 312 4915 1962 47 540 163 141 25731 3106 1109 1997 1167 1056 371 111 116903
is_linear=0
shrinkage=0.1


Tree=1559
num_leaves=31
num_cat=0
split_feature=2 1 4 0 0 0 6 0 4 4 6 0 4 0 1 0 6 6 0 0 0 0 1 5 4 5 6 1 4 0
split_gain=2.87243e+12 2.75057e+13 3.64352e+13 1.5538e+14 1.36332e+14 1.01969e+14 9.51616e+13 9.37137e+13 8.22372e+13 6.92664e+13 6.70329e+13 6.37422e+13 5.26236e+13 4.79344e+13 6.57394e+13 4.59356e+13 7.74148e+13 5.51552e+13 6.54928e+13 8.2351e+13 7.79998e+13 4.52485e+13 7.71172e+13 5.10838e+13 5.66308e+13 4.31173e+13 5.37651e+13 6.52496e+13 4.2536e+13 4.22438e+13
threshold=2599.0000000000005 37.131181300000009 9.5000000000000018 55.858844800000007 55.696737300000009 55.193450100000007 46.805000000000007 55.728148450000006 10.500000000000002 24.500000000000004 55.405000000000008 56.041614100000011 16.500000000000004 56.020150250000007 36.049731800000011 54.604289300000012 78.010000000000005 70.50500000000001 55.81943720000001 55.660117850000006 55.685785750000008 55.60524465000001 36.865631950000008 2.5000000000000004 17.500000000000004 2.5000000000000004 95.045000000000016 36.049731800000011 4.5000000000000009 54.992080650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 11 -6 13 -12 14 -5 16 -1 29 19 -19 -21 23 -23 -10 -25 -20 -27 -28 -18 -17
right_child=-2 -3 3 9 7 8 -8 -9 21 -11 12 -13 -14 -15 -16 17 28 18 25 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=4234.6664100567368 -41.776601580537431 306.17086854436326 1741.1923956852124 -106852.89892857143 -34262.860269293989 -33985.070332185212 -31735.91947718455 -16951.211470755494 13718.466550626796 -19239.255277642973 -111358.81355173432 2607.0589176801514 -40935.201038401719 154214.98331653228 31830.029898297038 -73861.982498247206 -42074.848690795901 -22563.542839328449 -75882.46627872801 219104.83626220701 18471.08712488892 16608.618871301722 -34949.072483083 46855.822355744189 219936.3253125 -12898.150696970841 75587.621158854163 -102966.40101977013 54971.703385294684 -142.95691994225794
leaf_weight=3642 3265512 765811 1412 35 568 444 2130 1324 1225 656 291 1609 167 31 1460 78 50 864 206 20 622 810 452 345 20 699 24 139 467 22691
leaf_count=3642 3265512 765811 1412 35 568 444 2130 1324 1225 656 291 1609 167 31 1460 78 50 864 206 20 622 810 452 345 20 699 24 139 467 22691
internal_value=0 168.778 -2308.02 -6723.4 -13751.6 -6610.59 -18390.4 -34530.3 6048.46 10310.3 -57215.3 16493.6 -85680.3 31135.4 28583.3 -365.534 9375.02 -1964.04 -15839 -2406.23 24721.4 12280.9 -1857.37 23502.6 56339.7 -34780.7 -24958.3 -76676.2 45586.2 -395.497
internal_weight=0 808292 42481 12979 9188 6838 3542 2350 3296 3791 1026 3135 458 1526 1495 29502 4159 25343 2574 1506 642 2852 1262 1590 365 1068 862 163 517 22769
internal_count=4073804 808292 42481 12979 9188 6838 3542 2350 3296 3791 1026 3135 458 1526 1495 29502 4159 25343 2574 1506 642 2852 1262 1590 365 1068 862 163 517 22769
is_linear=0
shrinkage=0.1


Tree=1560
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 3 0 1 0 1 1 5 3 0 0 0 4 1 7 1 1 7 0 6 0 6 1 4 6 1
split_gain=2.46374e+12 1.56594e+13 3.12155e+13 9.01624e+13 4.8537e+13 3.06996e+13 4.70054e+13 3.24302e+13 4.11071e+13 3.00559e+13 5.09643e+13 2.93012e+13 3.67528e+13 2.89373e+13 2.66723e+13 6.03567e+13 1.67234e+14 1.05831e+14 8.28801e+13 1.22624e+14 9.82449e+13 6.42645e+13 6.62279e+13 6.23362e+13 6.0952e+13 7.23332e+13 7.25014e+13 7.46161e+13 5.96271e+13 5.89198e+13
threshold=9.5000000000000018 80.030000000000015 80.720000000000013 30.452677500000004 37.290808600000013 3.5000000000000004 59.898927250000007 30.345769800000003 59.91832440000001 82.956351500000011 82.971668900000012 2.5000000000000004 4.5000000000000009 63.565651350000003 59.933037250000005 59.856552950000008 7.5000000000000009 30.277905650000005 6.0000000000000009 30.438492500000006 30.410676000000006 6.0000000000000009 59.898927250000007 93.050000000000011 59.848366150000011 95.045000000000016 30.330566300000005 4.5000000000000009 89.00500000000001 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -11 -8 -13 14 15 24 21 -18 19 20 23 29 -23 -19 -4 28 27 -27 -26 -17
right_child=-2 2 13 4 9 6 11 8 -10 10 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-161.36450520372097 72.436174119232803 15165.669225356158 804.82753211777981 -59951.614383916443 1278.4753819833545 -54.463085937500004 59193.120715591758 10656.439257812501 192145.76887019232 149039.37718098957 20649.749543601956 268459.70085227274 113823.79069345513 -24041.375771494811 5662.4104421222655 -10204.244846087062 -71767.658912232539 43249.372377430314 10563.148900319509 -23308.95371263587 287446.48950000003 -50028.745588942314 70818.661452799483 137188.51446636653 27017.931622767857 -23170.606805419924 -47982.261738855705 147963.29364062502 -100926.08661684784 -34032.741995137992
leaf_weight=1763264 2181312 204 109915 115 1322 44 47 24 26 36 219 22 51 468 10640 2135 111 176 769 115 25 65 150 118 175 32 34 125 46 2019
leaf_count=1763264 2181312 204 109915 115 1322 44 47 24 26 36 219 22 51 468 10640 2135 111 176 769 115 25 65 150 118 175 32 34 125 46 2019
internal_value=0 -83.4909 979.063 13042.5 2767.98 54631.9 88358.6 32855.7 105031 7341.7 38775.3 120777 160426 778.826 870.542 431.05 -9618.97 21661 30281.7 65220.7 97135.7 -19026.6 34283.4 80952.8 948.732 39340 84411.3 113082 387.05 -21785.8
internal_weight=0 1.89249e+06 129228 2110 1692 418 164 254 50 1577 255 120 73 127118 126650 116010 5683 1314 1203 434 319 4369 215 294 110327 412 191 157 221 4154
internal_count=4073804 1892492 129228 2110 1692 418 164 254 50 1577 255 120 73 127118 126650 116010 5683 1314 1203 434 319 4369 215 294 110327 412 191 157 221 4154
is_linear=0
shrinkage=0.1


Tree=1561
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 6 6 6 3 0 5 6 0 1 0 7 4 0 0 0 4 1 1 4 6 0 6 4 6 3
split_gain=2.75915e+12 1.87524e+13 6.11707e+13 8.16918e+13 6.8501e+13 8.06989e+13 7.0877e+13 7.70773e+13 8.95102e+13 5.37947e+13 4.66782e+13 5.03327e+13 5.59371e+13 4.66954e+13 6.31105e+13 6.93671e+13 6.03462e+13 5.56086e+13 5.13766e+13 8.34394e+13 5.53583e+13 5.10496e+13 4.17982e+13 4.1083e+13 7.24251e+13 4.97228e+13 5.738e+13 4.66689e+13 4.61631e+13 4.04046e+13
threshold=97.020000000000024 39.004719500000007 39.069277450000008 23.500000000000004 45.015054600000006 110.01500000000001 125.02000000000002 130.05000000000004 23.500000000000004 44.249882500000005 4.5000000000000009 156.15000000000003 45.022979600000006 39.023883200000007 45.015054600000006 6.0000000000000009 16.500000000000004 45.029425500000009 45.029425500000009 45.036141150000006 22.500000000000004 39.008519500000006 39.01296365000001 16.500000000000004 108.05000000000001 45.00849250000001 130.05000000000004 19.500000000000004 104.01000000000001 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 9 3 10 -5 -6 22 -8 -9 -2 13 -12 -13 14 -3 16 -16 -18 23 -20 -21 -17 -7 24 -15 -25 27 28 -27 -19
right_child=1 2 -4 4 5 6 7 8 -10 -11 11 12 -14 18 15 21 17 29 19 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=15.586428109126775 153981.24465013586 -110251.71810322747 -760.41581701224084 89069.386812979719 35297.118943628775 -196162.93085937502 181709.99436257104 -137350.46983173079 76898.656732021234 1012.6687675567782 68221.882878971912 77123.849324324328 -71868.699703322782 -84075.375231139056 -22935.137311932031 194089.04654017859 -121883.70383522728 26201.084013292628 -139733.79686482748 -45469.798444937398 115452.81732954546 23520.540674867021 -60440.114958934304 -59119.150408380679 4642.7842705754947 38559.347227328435 -46506.939004629632 -25637.361473214289 170069.81395089289 136030.68934570314
leaf_weight=3932741 23 61 85537 114 319 32 22 39 39 51704 119 37 79 169 1011 28 22 206 96 755 22 47 78 66 202 51 54 35 56 40
leaf_count=3932741 23 61 85537 114 319 32 22 39 39 51704 119 37 79 169 1011 28 22 206 96 755 22 47 78 66 202 51 54 35 56 40
internal_value=0 -434.539 -1311.88 -13728.4 18759.2 3607.25 -44531.2 16400 -30225.9 1080.69 -20347.4 22529.2 -24345.2 -23796.9 -10753.1 -6270.5 -11751.5 30437.3 -36052.6 -51780.3 -40913.4 87199.4 -99923.1 -14361.8 -35770.6 15953.8 41233.4 74599.5 107387 44059.6
internal_weight=0 141063 89336 3799 643 529 210 100 78 51727 3156 235 116 2921 1415 1354 1279 268 1506 873 777 75 110 633 371 262 196 142 107 246
internal_count=4073804 141063 89336 3799 643 529 210 100 78 51727 3156 235 116 2921 1415 1354 1279 268 1506 873 777 75 110 633 371 262 196 142 107 246
is_linear=0
shrinkage=0.1


Tree=1562
num_leaves=31
num_cat=0
split_feature=4 6 1 1 0 0 1 0 6 0 6 7 6 6 1 2 5 4 0 0 6 6 4 0 0 3 1 0 0 6
split_gain=2.62456e+12 1.93751e+13 3.77383e+13 5.61899e+13 1.0804e+14 6.26966e+13 3.76215e+13 7.06562e+13 9.15996e+13 4.86096e+13 7.73534e+13 4.22891e+13 4.12726e+13 3.35759e+13 3.33663e+13 3.30616e+13 8.42733e+13 9.11434e+13 9.19891e+13 8.11516e+13 6.56757e+13 7.5018e+13 9.22319e+13 9.57498e+13 8.72152e+13 1.51834e+14 6.14633e+13 7.2739e+13 5.98481e+13 5.32622e+13
threshold=5.5000000000000009 47.005000000000003 61.400814300000008 60.307188350000011 57.100506200000005 55.080855950000007 60.571186450000006 56.850115550000005 66.990000000000023 55.214863500000007 75.605000000000004 6.0000000000000009 96.050000000000011 51.805000000000007 60.549354600000008 75.000000000000014 2.5000000000000004 4.5000000000000009 55.667390500000003 55.60524465000001 52.990000000000002 56.205000000000005 4.5000000000000009 55.812023600000011 55.82518790000001 1.5000000000000002 37.425454150000007 55.801384500000005 55.79439725000001 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 15 5 -5 7 8 -7 12 -11 14 -8 -4 -10 16 17 -3 19 -19 -18 22 -22 -24 25 -25 -20 28 29 -28
right_child=-2 2 13 4 -6 6 9 -9 11 10 -12 -13 -14 -15 -16 -17 20 18 26 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-220.76542004535023 -50.18936419189194 7167.6244187976545 3008.0485868822207 -18153.901912441397 -31403.026278917841 16133.61702810118 13308.77907959947 -762.43330015196068 84788.122678483152 6311.3303039451057 -15625.759232364375 1834.8309588396992 58543.166885017796 -1796.4902988912309 27186.301308885264 935.80953403000865 -70284.106136067712 -54080.700621916127 -90014.673150180781 -189632.17265625001 -126158.32285156251 -921.64439648274663 19960.356458326958 398117.13070652174 44329.790298295455 89550.151524939909 -47994.852211110185 -43718.455064328424 41701.963409449803 -1463.9028898161603
leaf_weight=665601 2928705 1124 17311 939 752 2226 3805 1547 403 11016 1882 108 213 91043 134 338992 120 209 121 56 36 4348 686 23 110 52 328 695 235 984
leaf_count=665601 2928705 1124 17311 939 752 2226 3805 1547 403 11016 1882 108 213 91043 134 338992 120 209 121 56 36 4348 686 23 110 52 328 695 235 984
internal_value=0 128.364 612.998 1092.34 5876.68 7135.35 8248.44 16465.5 25748.6 6102.36 3110.4 58931.4 15706.7 -1028.9 70414.5 775.903 -5163.31 -16664.4 -26857.4 -82725.5 2864.98 4535.37 30695.4 37178.4 101025 184177 -20592 -16845.3 -4772.35 -13096.6
internal_weight=0 1.1451e+06 479498 371144 23025 22273 21334 4418 2871 16916 12898 645 4018 108354 537 348119 9127 3752 2628 265 5375 5255 907 871 185 75 2363 2242 1547 1312
internal_count=4073804 1145099 479498 371144 23025 22273 21334 4418 2871 16916 12898 645 4018 108354 537 348119 9127 3752 2628 265 5375 5255 907 871 185 75 2363 2242 1547 1312
is_linear=0
shrinkage=0.1


Tree=1563
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 4 6 3 6 1 1 4 4 1 0 1 2 6 1 1 1 1 2 1 1 6 1 6 6 3
split_gain=2.76914e+12 3.50243e+13 7.3283e+13 1.25475e+14 1.60237e+14 1.20302e+14 6.78157e+13 7.60833e+13 6.40764e+13 6.31108e+13 6.22298e+13 5.8055e+13 1.00689e+14 9.34524e+13 9.59269e+13 7.43917e+13 9.72827e+13 9.49922e+13 7.40634e+13 6.95923e+13 6.88307e+13 6.5058e+13 2.00115e+14 1.72784e+14 8.53591e+13 6.96458e+13 5.92269e+13 5.90066e+13 8.18098e+13 5.47166e+13
threshold=55.82518790000001 55.840017500000009 49.030112300000006 14.500000000000002 37.290808600000013 16.500000000000004 98.020000000000024 3.5000000000000004 44.820000000000007 37.318079750000003 49.111590500000005 20.500000000000004 21.500000000000004 37.71815560000001 55.834019500000004 37.318079750000003 75.000000000000014 62.995000000000012 37.401708450000008 37.318079750000003 37.343102500000008 37.488790500000007 75.000000000000014 37.631035900000008 37.586700500000006 75.010000000000005 37.374856000000008 63.705000000000005 94.02500000000002 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 -2 10 9 -8 -7 -6 -4 19 -13 15 -15 17 18 -14 -17 -5 -21 22 -22 24 25 29 -24 -18 -29 -23
right_child=1 -3 5 11 6 8 7 -9 -10 -11 -12 12 13 14 -16 16 27 -19 -20 20 21 23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=58.982308412129001 20771.241458620287 -37.388069965652925 6164.6672640392489 -23816.649460451601 -66594.325538626625 -2232.691238885177 -41301.336458333331 111108.93409471388 52822.438457565964 -23022.724065034836 -9079.3711124001475 -97430.501724425761 623.48147401158974 -52609.67158003919 -2210.0385884761813 -140671.66521714156 32504.669969081529 -30177.817754494907 8070.8621889876631 70885.179272346315 -49039.773132655631 -18847.142106793119 49593.713723873785 3908.774406738672 117787.21869744954 141735.1456217448 203538.69852195948 147304.88642218453 -72261.412343749995 105716.50747829862
leaf_weight=2694676 921 1346977 6407 513 354 304 57 77 694 5455 4601 117 4426 743 768 34 271 1294 2172 213 442 163 77 1563 223 48 37 112 20 45
leaf_count=2694676 921 1346977 6407 513 354 304 57 77 694 5455 4601 117 4426 743 768 34 271 1294 2172 213 442 163 77 1563 223 48 37 112 20 45
internal_value=0 -115.245 -3377.11 -7062.81 -18040.8 2807.17 -24055.6 46277.7 36052.1 -25678 -206.864 -1389.08 -5209.15 -4112.61 -26992.9 38.2031 14031.7 -6344.5 5778.37 10053.9 16235.2 11754.6 -18571.8 20012 72557.4 33158 99558.3 59210.1 114037 8101.72
internal_weight=0 1.37913e+06 32151 20145 6864 12006 5943 134 998 5809 11008 13281 9957 9840 1511 8329 2609 5720 2206 3324 2811 2598 556 2042 479 256 114 403 132 208
internal_count=4073804 1379128 32151 20145 6864 12006 5943 134 998 5809 11008 13281 9957 9840 1511 8329 2609 5720 2206 3324 2811 2598 556 2042 479 256 114 403 132 208
is_linear=0
shrinkage=0.1


Tree=1564
num_leaves=31
num_cat=0
split_feature=2 1 6 0 4 0 6 6 6 0 0 0 6 4 0 4 6 0 0 7 6 0 4 6 7 6 5 0 0 6
split_gain=2.87764e+12 2.28751e+13 3.17978e+13 2.96753e+13 6.62186e+13 1.09994e+14 8.52027e+13 8.05389e+13 7.13967e+13 6.7495e+13 1.17932e+14 8.3098e+13 7.38788e+13 6.61685e+13 6.59177e+13 8.26247e+13 5.37814e+13 5.28812e+13 5.19883e+13 4.70966e+13 4.42011e+13 4.40053e+13 5.49575e+13 4.27724e+13 5.40489e+13 3.7546e+13 4.20726e+13 4.52588e+13 3.72678e+13 3.5204e+13
threshold=2599.0000000000005 37.131181300000009 32.805000000000007 55.972700350000004 9.5000000000000018 55.850146250000009 79.015000000000015 98.020000000000024 108.05000000000001 55.696737300000009 55.728148450000006 55.193450100000007 48.025000000000013 10.500000000000002 55.876067900000002 24.500000000000004 102.04000000000001 55.702806750000008 55.82518790000001 6.0000000000000009 58.305000000000007 56.041614100000011 24.500000000000004 68.515000000000015 6.0000000000000009 116.05000000000001 1.5000000000000002 56.148747500000006 55.721784200000009 138.05000000000004
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 4 5 7 19 18 17 11 16 12 -6 -13 -12 20 28 -9 -4 -7 -16 22 23 -5 -25 26 -23 -28 -11 -27
right_child=-2 -3 3 21 9 6 -8 8 -10 10 14 13 -14 -15 15 -17 -18 -19 -20 -21 -22 25 -24 24 -26 29 27 -29 -30 -31
leaf_value=5459.2112666410831 -41.814448782968263 294.2261213366225 -514.33158389414973 27949.336259827192 390.71616322970829 -10439.587738682414 -90167.458197128566 63532.285669496006 13220.64453061996 -27661.083019936894 -16464.532722783286 -30658.225015758173 -29266.097082213459 11133.637940924149 12775.427067696708 -82480.367038690485 -133053.09434107732 195953.2655048077 39322.598257564721 -55021.418203657668 115964.06167279412 -14990.595314961765 -14347.407612411731 -22987.76831330952 62065.458130670362 -192564.34273437501 -22749.349299135003 5277.0896579898936 -67923.187747443022 -11158.525917119565
leaf_weight=4932 3265512 765811 14815 1606 1426 1713 171 133 310 517 1353 440 2044 2726 70 42 76 39 335 275 102 1855 593 380 93 20 646 5332 414 23
leaf_count=4932 3265512 765811 14815 1606 1426 1713 171 133 310 517 1353 440 2044 2726 70 42 76 39 335 275 102 1855 593 380 93 20 646 5332 414 23
internal_value=0 168.931 -2089.78 -3081.33 -4838.42 -1275.3 -22432.9 1646.85 41888.7 -11721.3 -25466.6 -6389.7 -17078.6 5325.55 -8307.64 43263.7 -52167.8 93558 366.551 -16606.6 73968.7 1416.5 12505.7 20165.2 -6264.83 -2345.62 -1834.06 2248.47 -45565 -95533.3
internal_weight=0 808292 42481 37549 27001 17791 2159 15632 482 9210 2574 6636 3470 3166 1567 214 1007 172 15150 1988 172 10548 2672 2079 473 7876 7833 5978 931 43
internal_count=4073804 808292 42481 37549 27001 17791 2159 15632 482 9210 2574 6636 3470 3166 1567 214 1007 172 15150 1988 172 10548 2672 2079 473 7876 7833 5978 931 43
is_linear=0
shrinkage=0.1


Tree=1565
num_leaves=31
num_cat=0
split_feature=6 6 6 4 4 2 0 1 0 7 0 1 4 4 1 4 4 0 0 0 5 3 7 6 2 5 1 2 1 3
split_gain=2.61685e+12 1.49507e+13 1.38346e+13 2.66556e+13 2.47675e+13 4.9987e+13 4.24544e+13 2.8596e+13 2.82188e+13 6.10888e+13 5.87941e+13 9.41266e+13 9.17326e+13 4.12551e+13 4.95927e+13 3.50054e+13 3.07101e+13 5.80594e+13 4.7235e+13 2.74246e+13 2.24751e+13 2.23843e+13 2.6874e+13 5.11112e+13 2.23417e+13 2.16097e+13 2.12917e+13 2.80697e+13 4.03961e+13 2.743e+13
threshold=34.010000000000012 32.515000000000008 36.005000000000003 12.500000000000002 11.500000000000002 75.000000000000014 43.687280500000007 37.374856000000008 55.775215600000003 6.0000000000000009 55.753967500000009 37.563506350000004 3.5000000000000004 9.5000000000000018 37.586700500000006 7.5000000000000009 5.5000000000000009 55.743464250000009 55.660117850000006 59.848366150000011 1.5000000000000002 8.5000000000000018 6.0000000000000009 35.305000000000007 1250.5000000000002 1.5000000000000002 39.079932600000006 8574.5000000000018 83.025426800000005 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 7 21 -2 10 -10 16 -12 -13 14 -14 -16 17 18 -9 -8 -18 22 -6 -24 -7 -26 -5 -28 -29 -30
right_child=2 -3 -4 26 6 24 19 8 9 -11 11 12 13 -15 15 -17 20 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-138.87117023655648 -18958.979967328396 997.03091395691069 14.67603330372868 1853.7334313443316 55020.107141113287 -6678.605239435492 -5046.0549123558667 -67944.483296654929 -4117.4693511237811 132509.89931066177 240718.52915736611 249956.28515625 102750.92759146342 140011.67552083332 -86892.747952974765 19304.95262784091 17055.948779230337 -165065.46165364585 31606.486642308733 -18724.974965513637 63179.916711218888 99314.183261303202 68419.489592633938 -115271.07959280303 -884.33908634714453 -6977.7448715855389 -3354.8061386542622 8600.7264381999703 -30022.991173953822 3948.8047302585933
leaf_weight=385408 273 165685 3339806 47481 90 8523 7411 71 873 34 28 20 41 27 52 77 1009 24 145 1827 118 47 28 33 81953 6265 20957 4544 505 449
leaf_count=385408 273 165685 3339806 47481 90 8523 7411 71 873 34 28 20 41 27 52 77 1009 24 145 1827 118 47 28 33 81953 6265 20957 4544 505 449
internal_value=0 202.636 -31.7003 -878.522 -1872.91 -1408.72 -6769.34 11782.7 15114.4 1004.17 23053.6 68164.9 45899.9 25183.6 6946.16 -23503.4 14968.5 -17511.2 -1116.29 -7751.34 21885.3 39047.4 20288.8 -30954.1 -1789.43 -1317.08 587.042 -1686.39 4673.17 -14034.2
internal_weight=0 551093 3.52271e+06 182905 108969 99533 9436 2792 2519 907 1612 245 217 197 170 129 1367 240 216 9238 1127 198 151 61 96741 88218 73936 26455 5498 954
internal_count=4073804 551093 3522711 182905 108969 99533 9436 2792 2519 907 1612 245 217 197 170 129 1367 240 216 9238 1127 198 151 61 96741 88218 73936 26455 5498 954
is_linear=0
shrinkage=0.1


Tree=1566
num_leaves=31
num_cat=0
split_feature=6 6 2 1 4 4 4 4 0 1 1 1 0 0 0 3 0 4 3 1 4 3 1 0 1 1 0 3 0 1
split_gain=2.61231e+12 2.91055e+13 4.74581e+13 4.27312e+13 4.29452e+13 4.2879e+13 4.06899e+13 7.8987e+13 3.46324e+13 4.15681e+13 4.54031e+13 7.51994e+13 4.56245e+13 3.57975e+13 8.64961e+13 7.17724e+13 7.8628e+13 5.24899e+13 3.25834e+13 2.95254e+13 2.91187e+13 2.72014e+13 4.0379e+13 2.64323e+13 3.03392e+13 7.2365e+13 3.23025e+13 2.48519e+13 2.67259e+13 3.04686e+13
threshold=65.805000000000021 66.50500000000001 36.000000000000007 39.023883200000007 18.500000000000004 20.500000000000004 10.500000000000002 9.5000000000000018 55.883833400000007 37.331232350000008 37.425454150000007 37.46219940000001 55.806294650000005 55.759969450000007 55.737027400000009 9.5000000000000018 55.753967500000009 19.500000000000004 8.5000000000000018 37.631035900000008 22.500000000000004 2.5000000000000004 37.702956500000006 60.042359000000012 37.873748150000004 37.768783500000005 60.034792100000011 5.5000000000000009 55.801384500000005 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -8 12 -12 20 14 18 17 -17 -16 -13 -2 -11 -21 -23 24 25 26 -7 28 -15 -30
right_child=1 -3 3 -5 5 23 8 -9 -10 10 11 13 -14 27 15 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=41.308200616884925 7575.0874559347349 -38.136101072692064 -6706.9022580078818 -1689.364474567202 -51471.708139367816 -10385.433560732396 -83564.540224358978 -197155.21222826088 -37026.343332891956 60252.964014041791 -41454.983783796721 521.90557640309453 -72710.287388392855 150949.64971590909 95046.41366786958 -240374.2135199653 -413.58110795454553 -83394.903584558822 42615.801096754811 36877.780775669642 155851.05068824405 -146788.04862827036 -15228.455583639705 61303.791053355824 11725.97125321004 -93754.347030101111 -126045.47334375 27719.429397049094 83927.22206682479 -3449.625615076865
leaf_weight=3217595 346 823011 7731 21194 435 708 39 23 118 132 204 359 21 33 32 36 22 34 377 28 42 43 51 44 268 136 25 543 112 62
leaf_count=3217595 346 823011 7731 21194 435 708 39 23 118 132 204 359 21 33 32 36 22 34 377 28 42 43 51 44 268 136 25 543 112 62
internal_value=0 -155.234 -3058.22 -4173.42 -9805.92 -24631.7 9760.52 -16231.3 15652.5 18687.7 20672.7 15743.7 66524.2 22991.3 9066.29 -68197.7 -149355 3122.1 22083.6 -7339.7 83328.4 -49639 -75410 -14745.7 -17688.7 -26760.2 -14330.2 38958.6 68441.1 52792.9
internal_weight=0 856209 33198 30541 9347 1616 2657 491 2166 2048 2009 1814 195 1610 860 124 58 66 736 468 174 122 94 1181 1137 869 733 750 207 174
internal_count=4073804 856209 33198 30541 9347 1616 2657 491 2166 2048 2009 1814 195 1610 860 124 58 66 736 468 174 122 94 1181 1137 869 733 750 207 174
is_linear=0
shrinkage=0.1


Tree=1567
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 1 0 6 0 0 1 6 2 0 6 6 6 6 0 4 4 0 5 6 3 1 5 2 1 1
split_gain=2.58655e+12 9.9914e+12 3.67985e+13 2.72202e+13 2.70523e+13 2.18897e+13 1.66053e+13 2.36787e+13 2.7026e+13 1.56702e+13 2.84758e+13 2.50946e+13 1.54026e+13 1.54253e+13 1.93439e+13 1.72246e+13 2.30508e+13 3.54879e+13 2.33849e+13 1.49597e+13 1.34753e+13 1.34231e+13 1.68497e+13 1.86628e+13 1.69885e+13 1.54857e+13 2.0729e+13 1.86755e+13 1.78487e+13 1.66925e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 83.754481100000007 56.148747500000006 81.705000000000013 56.020150250000007 54.604289300000012 92.791023150000015 51.805000000000007 3658.0000000000005 52.07762420000001 81.705000000000013 189.00000000000003 128.05000000000004 108.05000000000001 53.341100000000004 7.5000000000000009 7.5000000000000009 53.341100000000004 3.5000000000000004 114.05000000000001 4.5000000000000009 92.948588300000011 3.5000000000000004 10180.500000000002 92.791023150000015 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 19 -5 11 -11 -7 14 -14 16 17 18 -15 -9 -12 22 23 -4 -25 27 -27 28 -23 -30
right_child=1 -3 3 6 5 12 -8 8 -10 10 20 -13 13 15 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-19.113871607546958 578.24327238086289 -360.46323282812386 13904.224377714634 -15538.257902440017 108808.87528409093 5609.288605880738 31976.553852900754 16007.469610305061 -146778.56031901043 7629.891469145984 27231.227618268076 117609.56179315476 31055.314127604172 91694.8255438622 -60465.337086397063 -39496.317527173916 125764.61935763891 -87613.315312499995 32570.227266298491 -66975.843530815968 -18184.063525764312 946.60861917324735 43253.883970713243 12502.823102072012 -106584.07140625 -8510.3357157759237 -93549.127337646496 51097.432181490389 64392.385986864698 1564.6638103243672
leaf_weight=3852148 108749 107375 1385 492 33 256 108 42 24 41 98 42 72 94 34 23 36 20 232 45 196 1450 193 23 25 275 32 91 91 79
leaf_count=3852148 108749 107375 1385 492 33 256 108 42 24 41 98 42 72 94 34 23 36 20 232 45 196 1450 193 23 25 275 32 91 91 79
internal_value=0 332.179 982.965 8939.05 12409.9 29061.6 -5237.71 -9338.87 -52831.4 -3783.44 11557.1 63282.3 25630.5 35660.7 1699.63 44549.3 49609.6 41686 49618.4 -26914.9 -3045.63 8754.16 15515.6 11779.7 -49521.6 3306.17 -17374.3 7016.81 4540.68 35196
internal_weight=0 221656 114281 5532 4444 800 1088 980 111 869 377 83 767 511 106 405 382 346 326 87 294 3644 1626 1433 48 2018 307 1711 1620 170
internal_count=4073804 221656 114281 5532 4444 800 1088 980 111 869 377 83 767 511 106 405 382 346 326 87 294 3644 1626 1433 48 2018 307 1711 1620 170
is_linear=0
shrinkage=0.1


Tree=1568
num_leaves=31
num_cat=0
split_feature=2 2 2 6 1 1 1 0 7 0 1 1 6 6 1 6 4 6 6 4 0 4 0 1 1 6 1 0 0 4
split_gain=2.51446e+12 4.94823e+13 3.47233e+13 3.32014e+13 5.26521e+13 5.11695e+13 2.92464e+13 5.20093e+13 6.59604e+13 9.33126e+13 8.02754e+13 6.43016e+13 4.98689e+13 3.77695e+13 3.37883e+13 3.73446e+13 7.32787e+13 3.44442e+13 2.85758e+13 2.38932e+13 2.72063e+13 2.10441e+13 1.86297e+13 7.31578e+13 1.45913e+14 8.33677e+13 5.65077e+13 8.9788e+13 5.12043e+13 4.55916e+13
threshold=5791.5000000000009 5873.0000000000009 5611.5000000000009 114.05000000000001 40.377616600000003 40.965343750000009 38.782330450000011 56.228352100000002 6.0000000000000009 56.067362750000008 63.728898350000001 40.965343750000009 53.995000000000012 89.00500000000001 40.377616600000003 86.030000000000015 11.500000000000002 61.805000000000007 62.995000000000012 15.500000000000002 56.148747500000006 6.5000000000000009 55.071632200000003 60.770858000000011 82.956351500000011 41.505000000000003 60.605526900000008 56.685611200000004 56.288960650000007 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 18 -1 6 -5 -6 -4 8 9 10 -8 12 -11 -9 17 -16 -17 -10 -2 20 21 -14 -3 26 25 -25 28 -28 -24 -27
right_child=1 22 3 4 5 -7 7 13 14 11 -12 -13 19 -15 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=30.081081213951464 -7431.90508070539 134.38510134542136 22662.610050249365 -20063.414559545272 217554.90450520834 11057.3038671875 -43031.79391010409 -8997.6969054371784 1103.1144329499787 27069.98229529013 15546.469641749565 -33178.972270263672 55412.008379330851 -102807.62317116477 3118.7923313191864 145074.13733607702 -2257.1298908547792 -31914.74752794989 -31041.312818117971 31146.655992312044 36722.632535951328 113579.44161841075 -63854.484263717306 -1396.5630677138454 2101.4023387518118 3342.0642000380376 -82549.617692454267 2975.9448628946539 -820.91719740770066 -10495.496657950964
leaf_weight=2916575 1818 866440 907 39 30 20 337 1746 694 895 765 125 92 44 2132 56 85 580 714 148 113 192 129 20862 32445 2578 123 60744 131212 31164
leaf_count=2916575 1818 866440 907 39 30 20 337 1746 694 895 765 125 92 44 2132 56 85 580 714 148 113 192 129 20862 32445 2578 123 60744 131212 31164
internal_value=0 -125.405 49.2188 6251.05 67026.1 134956 5644.05 3715.54 8041.95 19923.6 -2367.21 35619.7 41591.8 -11303.6 -891.861 6415.12 56257.4 -13928.6 -14089.5 65439.5 78223.7 94736.5 -94.5438 -804.833 -3209.93 -6365.85 284.409 2803.11 -882.827 -9438.26
internal_weight=0 1.14823e+06 2.92558e+06 9000 89 50 8911 8004 6214 2667 1102 1565 1440 1790 3547 2273 141 1274 2532 545 397 284 1.1457e+06 279257 87049 54604 192208 60867 131341 33742
internal_count=4073804 1148229 2925575 9000 89 50 8911 8004 6214 2667 1102 1565 1440 1790 3547 2273 141 1274 2532 545 397 284 1145697 279257 87049 54604 192208 60867 131341 33742
is_linear=0
shrinkage=0.1


Tree=1569
num_leaves=31
num_cat=0
split_feature=6 2 1 0 5 3 0 4 0 1 1 0 0 3 1 1 1 0 0 4 1 0 5 1 1 0 6 5 2 4
split_gain=2.5511e+12 1.15026e+13 3.18886e+13 4.12774e+13 9.31547e+13 6.92335e+13 3.01659e+13 3.4998e+13 9.4413e+13 5.94558e+13 5.89144e+13 6.35944e+13 6.36841e+13 5.32784e+13 7.71218e+13 7.75064e+13 9.25457e+13 8.0034e+13 6.58767e+13 6.94903e+13 5.22123e+13 5.37977e+13 4.91346e+13 4.85126e+13 5.76585e+13 8.6172e+13 4.79167e+13 8.76478e+13 6.05405e+13 6.15126e+13
threshold=102.04000000000001 2343.5000000000005 53.252814850000007 56.872182500000008 3.5000000000000004 3.5000000000000004 51.567244500000008 9.5000000000000018 54.762682300000009 39.723160900000003 37.290808600000013 55.858844800000007 55.696737300000009 3.5000000000000004 37.649344350000007 38.109452700000006 53.187400150000009 55.897267000000006 55.737027400000009 4.5000000000000009 37.897576350000001 55.539595350000006 2.5000000000000004 39.231261550000006 39.178027400000005 54.431501800000014 116.05000000000001 3.5000000000000004 75.000000000000014 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 -5 -2 8 9 23 11 12 -9 -10 18 17 -17 -16 19 -15 21 -12 -22 24 25 -8 27 -20 -28 -30
right_child=1 -3 -4 4 -6 -7 7 10 13 -11 20 -13 -14 14 15 16 -18 -19 26 -21 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=13.015215246513884 -80149.259357244329 -833.15898553854333 -57053.632061424694 53193.287180397732 -24515.617337970347 307039.93467261904 -64084.180795036773 -20519.093834263393 -8280.6171254976307 178208.77077205884 -26489.118748135443 37316.830871123122 -89590.076067671966 -108819.10650201613 41515.898650914634 -33863.228198660712 105098.6548532197 145172.0896567842 -42090.338576969632 48232.189884519117 48022.521261548245 11068.010958207075 -16692.952667913702 -97198.516471354174 91826.567744932428 56950.98140453719 -185116.67627604166 77758.562352146619 102155.54294181034 -52746.449200301366
leaf_weight=3966508 44 96179 89 22 49 21 85 525 1606 34 419 133 179 31 205 175 66 117 142 309 126 4250 1703 24 185 191 30 107 29 221
leaf_count=3966508 44 96179 89 22 49 21 85 525 1606 34 419 133 179 31 205 175 66 117 142 309 126 4250 1703 24 185 191 30 107 29 221
internal_value=0 -481.145 2564.31 3045.45 69748.1 177165 2484.31 2818.12 10958.1 50375.2 -1129.27 -26100.4 -38081.2 4224.29 18248.7 47080.5 4192.72 79179.8 -430.682 33912.8 2087.23 7697.6 -12234.7 41413.7 48629.9 19675.7 -22504 9411 -50885.6 -34777.8
internal_weight=0 107296 11117 11028 92 43 10936 10892 3557 519 7335 837 704 3038 1432 563 241 322 869 340 6498 4669 1829 485 461 276 529 249 280 250
internal_count=4073804 107296 11117 11028 92 43 10936 10892 3557 519 7335 837 704 3038 1432 563 241 322 869 340 6498 4669 1829 485 461 276 529 249 280 250
is_linear=0
shrinkage=0.1


Tree=1570
num_leaves=31
num_cat=0
split_feature=2 0 1 3 6 3 6 4 4 6 6 6 1 4 6 6 4 1 6 6 6 5 0 0 6 3 6 5 6 3
split_gain=2.46732e+12 1.49731e+13 6.69185e+13 5.33758e+13 4.8077e+13 3.66863e+13 3.13096e+13 5.41364e+13 4.12727e+13 4.0607e+13 3.8045e+13 1.00336e+14 2.52341e+13 2.73007e+13 3.03257e+13 2.94151e+13 2.07336e+13 1.90451e+13 3.84592e+13 2.82125e+13 2.13103e+13 1.90315e+13 1.87931e+13 3.8383e+13 3.45166e+13 3.31183e+13 2.63291e+13 6.45825e+13 4.49023e+13 2.33368e+13
threshold=36.000000000000007 55.910578700000009 37.331232350000008 2.5000000000000004 65.00500000000001 5.5000000000000009 43.905000000000008 13.500000000000002 15.500000000000002 56.010000000000012 84.810000000000016 67.91500000000002 37.586700500000006 13.500000000000002 63.415000000000006 53.705000000000005 5.5000000000000009 37.534144550000008 81.705000000000013 83.820000000000007 73.995000000000019 6.5000000000000009 55.972700350000004 55.988910100000005 49.010000000000012 3.5000000000000004 66.50500000000001 2.5000000000000004 69.605000000000004 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 21 16 6 12 -6 7 -4 10 -10 11 -8 13 -5 15 -15 -3 19 -19 20 -7 -1 25 -24 -25 -18 -27 28 -28 -26
right_child=-2 2 3 4 5 17 8 -9 9 -11 -12 -13 -14 14 -16 -17 22 18 -20 -21 -22 -23 23 24 29 26 27 -29 -30 -31
leaf_value=-196.28947682205893 21.561229943826024 -49688.917028166121 -156403.28463541667 -78526.704450334815 -132834.28401644123 -81577.380171595985 34135.482724609377 26913.611692841201 93743.116080729174 -67326.329444444447 -23994.270758928571 292767.46565755212 -126957.2508433949 -5033.0310598672404 74996.511655405411 -47117.979754046348 58985.2231015625 -54485.537964221025 86290.645833333343 -174187.90427989131 19158.832521972658 82251.39735630581 -13432.951619087018 -5477.7788874899306 37268.73676940798 19160.007988713525 -35721.819921875001 27139.161262804399 -197714.41562500002 -12107.194288764565
leaf_weight=285617 3783399 76 24 70 67 70 40 49 24 45 21 24 22 555 37 237 150 69 27 23 30 28 1249 611 507 449 44 94 28 118
leaf_count=285617 3783399 76 24 70 67 70 40 49 24 45 21 24 22 555 37 237 150 69 27 23 30 28 1249 611 507 449 44 94 28 118
internal_value=0 -280.9 -5843.31 -23900.8 -32267.5 -68082.3 20586.8 -33355 46156.6 -11302.2 92799.5 131122 -21145.9 -18556.5 -13492.7 -17626.6 1942.13 -48272.3 -14892.2 -74325 -51356.5 -188.208 3149.5 -1069.65 11423.7 16854.8 6579.12 -27449.9 -98718.9 27946.6
internal_weight=0 290405 4760 1434 1207 286 227 73 154 69 85 64 921 899 829 792 3326 219 96 123 100 285645 3250 2485 1236 765 615 166 72 625
internal_count=4073804 290405 4760 1434 1207 286 227 73 154 69 85 64 921 899 829 792 3326 219 96 123 100 285645 3250 2485 1236 765 615 166 72 625
is_linear=0
shrinkage=0.1


Tree=1571
num_leaves=31
num_cat=0
split_feature=5 2 0 4 6 3 3 3 5 0 6 2 6 2 4 1 0 1 0 1 6 2 1 4 0 4 1 0 0 6
split_gain=2.4761e+12 3.18061e+13 2.87448e+13 4.32471e+13 2.19948e+13 1.77099e+13 1.63357e+13 1.19803e+13 1.32347e+13 1.78041e+13 2.43637e+13 1.38725e+13 1.30973e+13 1.56659e+13 1.12607e+13 1.93257e+13 1.61897e+13 1.47052e+13 1.08251e+13 1.11843e+13 7.57169e+12 7.34543e+12 2.53399e+12 2.32045e+13 4.00569e+13 3.41342e+13 9.69257e+13 9.77483e+13 6.27478e+13 4.54358e+13
threshold=6.5000000000000009 2828.5000000000005 55.418618900000006 7.5000000000000009 138.05000000000004 6.5000000000000009 9.5000000000000018 8.5000000000000018 7.5000000000000009 55.737027400000009 138.05000000000004 2911.0000000000005 106.49500000000002 6877.0000000000009 5.5000000000000009 37.234509300000006 59.939085000000013 30.315889700000003 50.596941950000009 39.873894000000007 73.995000000000019 3658.0000000000005 30.315889700000003 21.500000000000004 59.838047850000002 23.500000000000004 30.303340300000002 59.864072000000007 59.933037250000005 80.030000000000015
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=22 2 -2 4 -4 -5 7 8 12 10 -10 -12 -3 18 15 16 -6 -16 19 -14 -9 -20 23 -1 -25 26 -26 -28 -29 -30
right_child=1 6 3 5 14 -7 -8 20 9 -11 11 -13 13 -15 17 -17 -18 -19 21 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-844.50637818983785 121883.28899999999 13227.304460797992 97207.38657924108 -141769.79614257812 -90199.527444556457 -25513.979666940792 -100241.76591655187 -12939.555532226565 -39943.511707899306 -68360.487526041674 9975.187648809524 120224.77606250002 -40971.431383167619 -143496.28046875002 104658.67137500001 69714.145944940479 21967.410298295457 -858.76201171875005 -48672.793206521746 -135741.23968750003 74075.891875000001 33128.711793154762 18.437320196324059 -21196.538883548332 2732.7543788779917 780.98531891761309 90505.002372460105 -34270.056527408138 20819.580180468551 78013.67571674865
leaf_weight=159679 25 28 42 20 31 38 28 20 36 30 21 25 33 20 25 21 22 28 23 20 20 21 3881923 720 5957 23397 233 182 974 162
leaf_count=159679 25 28 42 20 31 38 28 20 36 30 21 25 33 20 25 21 22 28 23 20 20 21 3881923 720 5957 23397 233 182 974 162
internal_value=0 -6550.36 20112.6 8904.4 34474.7 -65602.2 -27224.4 -20340.6 -28264.2 -2443.6 21672.3 69893.4 -48208.4 -62910.9 13728.5 -11471.7 -43639.7 48913.6 -46295.4 -76733.6 30568.2 -9631.17 0.9279 -354.372 2120.39 2663.61 8530.37 30797.6 20242.3 28975.8
internal_weight=0 577 252 227 169 58 325 297 257 112 82 46 145 117 127 74 53 53 97 53 40 44 4.07323e+06 191304 31625 30905 7508 1551 1318 1136
internal_count=4073804 577 252 227 169 58 325 297 257 112 82 46 145 117 127 74 53 53 97 53 40 44 4073227 191304 31625 30905 7508 1551 1318 1136
is_linear=0
shrinkage=0.1


Tree=1572
num_leaves=31
num_cat=0
split_feature=7 3 0 0 3 4 1 1 6 6 0 1 1 4 5 1 2 4 1 0 1 1 2 0 1 4 4 4 6 6
split_gain=2.47394e+12 5.51745e+13 6.09405e+13 5.38399e+13 6.8145e+13 6.31501e+13 9.3046e+13 5.38472e+13 5.92305e+13 5.23344e+13 6.56102e+13 1.82007e+14 8.72713e+13 1.51817e+14 1.2322e+14 8.47974e+13 6.37311e+13 7.52995e+13 7.99326e+13 7.21127e+13 7.28493e+13 9.1099e+13 6.27727e+13 6.1403e+13 1.20275e+14 8.36996e+13 7.51511e+13 7.29278e+13 7.09881e+13 6.57629e+13
threshold=6.0000000000000009 1.5000000000000002 59.882709350000006 55.014086100000007 7.5000000000000009 14.500000000000002 30.242318500000007 28.601854300000003 37.705000000000005 40.905000000000008 54.988402950000008 82.911604200000014 82.991167100000027 12.500000000000002 3.5000000000000004 82.966990000000024 2200.0000000000005 9.5000000000000018 39.135518400000002 51.659529100000007 39.178027400000005 38.166910000000009 2691.5000000000005 51.707269950000004 39.178027400000005 18.500000000000004 23.500000000000004 20.500000000000004 79.015000000000015 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 9 -5 6 7 -6 -9 -3 16 -12 13 14 15 -13 17 19 -19 -11 21 -21 -18 24 28 -25 27 29 -20 -26
right_child=1 3 -4 4 5 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 22 18 23 20 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=48.732046075800902 1751.3044227051932 -1364.3293557910201 14722.263663685073 -1857.8674415521136 -23415.914518743644 -609.4687883685483 1868.669412761493 -93.809214627012921 32112.899156635409 6145.3760936150693 -20729.946160788724 109785.00780185132 4938.023698853739 12805.320233559367 257538.07588541668 32939.758349689684 -12149.928373882922 -13234.715114406657 36457.336472766809 59896.623766202276 105832.71095853367 -49194.482008713945 637.35257641589794 7155.8896988646466 2872.9125566834118 -20597.358874503785 -20585.268171043601 60273.934563247021 -44837.257642249722 32831.272081649608
leaf_weight=2928567 80846 94468 3792 337018 269 274677 80462 784 2102 579 2290 188 16696 5884 30 608 3906 2111 2173 290 195 104 223696 3703 4644 1538 925 276 113 870
leaf_count=2928567 80846 94468 3792 337018 269 274677 80462 784 2102 579 2290 188 16696 5884 30 608 3906 2111 2173 290 195 104 223696 3703 4644 1538 925 276 113 870
internal_value=0 -124.616 2332.44 -320.694 -837.115 123.024 2529.22 19375.2 23363.7 662.296 1369.23 6176.57 8809.06 18441.1 58587.3 51089.1 865.282 6676.83 4924.81 31206.6 55842.4 31101 417.903 7616.48 12626.9 -988.452 5882.24 10110.6 32438.8 7599.75
internal_weight=0 1.14524e+06 84638 1.0606e+06 695312 358294 83617 3155 2886 365287 270819 25696 23406 6710 826 796 245123 17521 16353 1168 589 394 227602 14242 9001 5241 6715 5790 2286 5514
internal_count=4073804 1145237 84638 1060599 695312 358294 83617 3155 2886 365287 270819 25696 23406 6710 826 796 245123 17521 16353 1168 589 394 227602 14242 9001 5241 6715 5790 2286 5514
is_linear=0
shrinkage=0.1


Tree=1573
num_leaves=31
num_cat=0
split_feature=2 1 1 1 6 3 6 3 6 1 6 6 1 4 6 4 0 6 0 0 4 4 0 0 4 1 1 0 1 0
split_gain=2.71868e+12 4.06352e+13 3.01738e+13 4.41503e+13 2.89866e+13 3.18586e+13 3.62635e+13 4.73359e+13 3.47886e+13 2.73319e+13 6.50599e+13 2.62347e+13 2.56291e+13 2.43716e+13 2.38295e+13 2.36465e+13 1.55853e+14 3.35004e+13 2.28469e+13 2.71528e+13 2.0429e+13 9.67471e+13 9.86255e+13 1.20532e+14 2.07877e+13 1.9495e+13 2.9322e+13 8.76029e+13 1.03649e+14 1.46134e+14
threshold=1250.5000000000002 53.67029225000001 53.187400150000009 53.252814850000007 59.505000000000003 10.500000000000002 91.02500000000002 16.500000000000004 104.01000000000001 39.079932600000006 93.050000000000011 87.395000000000024 39.018051150000005 14.500000000000002 92.02500000000002 5.5000000000000009 55.303261650000003 66.010000000000005 56.385857200000011 55.988910100000005 13.500000000000002 14.500000000000002 56.858606850000008 56.872182500000008 4.5000000000000009 38.782330450000011 37.978059650000013 55.60524465000001 38.011626600000007 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 8 -8 12 15 -5 25 14 -14 17 -17 -11 19 -3 24 22 -22 -24 -6 26 -1 -28 -29 -30
right_child=-2 18 3 11 5 6 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-49.938910357326328 -37.752492921397725 23905.791267213983 4691.8925964487144 -662.3972510622956 -23759.213442107171 25993.827888002372 71675.787695312509 -30517.657563920453 216194.35754158266 -5095.0759742000191 -70637.448935081848 -36314.282189449659 7212.2978173925003 78296.816145833334 -86993.789178240753 241970.20101273159 916.30029768508416 -30698.529062642829 -6949.0223294557627 -52490.491834827772 12457.067533983503 12769.014191617274 -287069.07300464524 -12071.965513392857 18327.663203350086 -3991.6799952401229 5952.5313459947156 7535.2424777763808 -14941.411191491137 -97.495549487237781
leaf_weight=563587 3356886 59 10444 9469 124 389 36 22 31 7773 147 211 4859 48 27 27 4064 547 5117 220 56 634 37 28 2191 11151 33639 13043 7911 41027
leaf_count=563587 3356886 59 10444 9469 124 389 36 22 31 7773 147 211 4859 48 27 27 4064 547 5117 220 56 634 37 28 2191 11151 33639 13043 7911 41027
internal_value=0 176.772 242.335 3752.68 7344.77 15153.9 39168.5 96752.4 138543 121.528 -4500.94 -1439.52 207.489 7388.32 6691.72 -3717.6 2507.22 -6778.38 -8468.42 -36335 11414.8 -2869.43 -84809.7 -168609 16073.3 154.636 224.775 1843.94 -385.913 -2497.07
internal_weight=0 716918 711522 23672 13992 3548 478 89 67 687850 12558 9680 675292 4934 4886 12411 4091 8320 5396 279 3070 755 121 65 2315 670358 659207 95620 61981 48938
internal_count=4073804 716918 711522 23672 13992 3548 478 89 67 687850 12558 9680 675292 4934 4886 12411 4091 8320 5396 279 3070 755 121 65 2315 670358 659207 95620 61981 48938
is_linear=0
shrinkage=0.1


Tree=1574
num_leaves=31
num_cat=0
split_feature=6 6 1 5 0 0 4 4 4 1 3 1 5 6 6 1 4 4 1 1 3 6 3 4 0 0 0 4 4 7
split_gain=2.59422e+12 1.59874e+13 4.88423e+13 3.53184e+13 2.80357e+13 8.28787e+13 5.38379e+13 8.03112e+13 6.66038e+13 4.89235e+13 3.55097e+13 3.4263e+13 3.23295e+13 3.50459e+13 1.09813e+14 2.8686e+13 4.82537e+13 2.71478e+13 2.7693e+13 2.68686e+13 3.98695e+13 4.14893e+13 3.08015e+13 2.50128e+13 2.44293e+13 4.77786e+13 3.09552e+13 4.30964e+13 3.70968e+13 2.82499e+13
threshold=42.005000000000003 46.010000000000012 37.957884500000006 2.5000000000000004 43.550475500000012 43.687280500000007 15.500000000000002 12.500000000000002 18.500000000000004 43.047633000000012 4.5000000000000009 39.763755750000009 1.5000000000000002 44.820000000000007 44.205000000000005 39.723160900000003 23.500000000000004 5.5000000000000009 39.703507450000011 39.703507450000011 6.5000000000000009 44.820000000000007 8.5000000000000018 2.5000000000000004 60.05226170000001 60.002985000000002 59.990753350000013 20.500000000000004 17.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 7 11 -8 10 -4 12 -6 14 -14 -10 -17 18 -15 22 -21 -22 -9 -7 25 26 -2 28 29 -28
right_child=1 -3 4 -5 5 23 8 19 15 -11 -12 -13 13 17 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=110.44916591682714 1068.5823244518799 50.663806001361451 -1441.7465599028355 25507.723225333593 -48856.4395258199 3044.2073892443314 -102403.296171875 49449.56337253737 -61017.352678098519 11088.230062515177 -42251.949560384121 11535.134906304635 -9667.5147133534756 -109109.8017578125 179322.16131628791 81227.631703404026 -90808.992641813864 -55892.775334068683 -5320.0523551017613 89960.645674542699 48018.750937500008 -134166.35604492188 185621.22349759616 -1383.9114519697703 -6452.6560984916368 10144.491466850201 -11520.434509939265 14424.288869886226 -83532.86264497423 -62493.955075024802
leaf_weight=1397217 98501 2237135 737 595 446 13307 165 46 59 4061 300 286 450 28 33 56 23 278 314 41 25 25 26 308234 4145 5866 793 389 97 126
leaf_count=1397217 98501 2237135 737 595 446 13307 165 46 59 4061 300 286 450 28 33 56 23 278 314 41 25 25 26 308234 4145 5866 793 389 97 126
internal_value=0 -57.6561 -609.084 1209.76 -1220.15 -1335.98 -20247 -14290.2 -59526.2 6137.93 -13248 -20265.6 -26137.2 -16950.6 3244.82 -8260.02 31141 -32683.5 -13817.5 52978.7 16864.8 -43073.8 98622.7 -1200.65 1078.23 1373.35 858.355 -13880.1 -24717.2 -18509.2
internal_weight=0 2.67659e+06 439452 110512 328940 323842 2301 1998 303 5098 1037 1835 1549 1103 483 138 79 620 342 163 91 50 72 321541 109917 105772 99906 1405 1016 919
internal_count=4073804 2676587 439452 110512 328940 323842 2301 1998 303 5098 1037 1835 1549 1103 483 138 79 620 342 163 91 50 72 321541 109917 105772 99906 1405 1016 919
is_linear=0
shrinkage=0.1


Tree=1575
num_leaves=31
num_cat=0
split_feature=6 3 7 4 0 0 1 0 0 0 0 5 4 4 0 0 0 2 4 6 4 2 4 2 1 5 1 2 1 2
split_gain=2.71943e+12 2.49384e+13 5.03995e+13 6.5415e+13 5.80218e+13 3.64818e+13 4.58779e+13 1.21167e+14 3.62055e+13 7.52211e+13 5.99689e+13 4.43936e+13 5.71285e+13 6.20243e+13 6.19897e+13 4.40862e+13 3.91894e+13 4.48347e+13 4.68702e+13 3.03955e+13 3.50939e+13 2.8942e+13 2.86263e+13 2.81977e+13 2.74582e+13 4.58785e+13 3.32678e+13 5.06807e+13 3.23684e+13 4.87019e+13
threshold=68.00500000000001 1.5000000000000002 6.0000000000000009 4.5000000000000009 54.947759400000002 57.892117950000006 40.377616600000003 43.472751400000007 59.864072000000007 59.905532300000012 55.812023600000011 2.5000000000000004 9.5000000000000018 5.5000000000000009 59.939085000000013 59.825842200000004 55.768246800000007 75.000000000000014 5.5000000000000009 125.02000000000002 9.5000000000000018 7029.0000000000009 17.500000000000004 5325.0000000000009 37.442254400000003 1.5000000000000002 37.425454150000007 75.000000000000014 37.600779750000008 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 16 12 13 -11 -15 -12 -6 -18 -19 21 23 -4 -10 -21 25 -5 -27 -28 -26 -30
right_child=1 -3 4 24 8 -7 -8 -9 9 11 15 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=38.85064908027428 156837.61908482143 11.829780772078616 4811.0356434996593 54901.377956116317 9132.8848715776749 -10402.676929911167 -1179.1660879104927 9054.2948467029109 78932.892114257818 23031.001263297876 -5338.3091807038973 521.14141892142914 -2423.3818576719705 309939.20539772732 97969.58313714106 -94331.634873132542 -64711.80369944853 -19557.064999389648 76842.147069491853 4003.7204935213413 -167171.57940340909 -11244.045588706582 230750.4492527174 -96755.717745535716 11312.295196832112 -11567.237211630636 43055.624015625006 -127717.93301809212 -28326.118510237069 -4323.0011168808878
leaf_weight=3322544 56 681969 1951 103 6499 2057 7830 5971 27 47 2378 368 82 22 37 57 34 64 238 82 22 2645 23 42 1266 6665 25 57 870 29773
leaf_count=3322544 56 681969 1951 103 6499 2057 7830 5971 27 47 2378 368 82 22 37 57 34 64 238 82 22 2645 23 42 1266 6665 25 57 870 29773
internal_value=0 -171.822 -1979.34 -3373.89 3236.42 2024.31 3869.04 10427.4 7601.99 31283 6053.92 20717.7 60251.5 108736 177009 -7421.52 10854.6 44156.5 56413.2 -5855.63 -50775.4 -4428.67 148769 -30124.5 -5590.32 -11334.9 -12346.1 -75652.8 -4357.11 -5004.49
internal_weight=0 751260 69291 54673 14618 15914 13857 6027 9876 606 9270 556 188 106 59 2435 6835 336 302 4742 146 4596 50 124 38759 6850 6747 82 31909 30643
internal_count=4073804 751260 69291 54673 14618 15914 13857 6027 9876 606 9270 556 188 106 59 2435 6835 336 302 4742 146 4596 50 124 38759 6850 6747 82 31909 30643
is_linear=0
shrinkage=0.1


Tree=1576
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 6 1 1 4 4 4 7 6 6 6 6 6 3 6 5 6 1 4 0 4 1 0 1 6
split_gain=2.57043e+12 1.44762e+13 7.56928e+13 1.16006e+14 5.0293e+13 8.22662e+13 6.72001e+13 9.20823e+13 2.23351e+14 1.85275e+14 2.06616e+14 7.42755e+13 5.97581e+13 5.17433e+13 4.56976e+13 4.29209e+13 4.2148e+13 4.14024e+13 4.09491e+13 3.97866e+13 6.75543e+13 3.32002e+13 3.23575e+13 3.09067e+13 3.75843e+13 2.80629e+13 2.74267e+13 1.02356e+14 9.99701e+13 7.13952e+13
threshold=44.990874950000006 44.739668300000005 37.740454950000007 38.430814800000007 44.895258050000002 8.5000000000000018 56.805000000000007 37.234509300000006 37.318079750000003 11.500000000000002 15.500000000000002 9.5000000000000018 6.0000000000000009 120.05000000000001 44.820000000000007 72.020000000000024 45.995000000000012 78.010000000000005 2.5000000000000004 92.02500000000002 2.5000000000000004 114.05000000000001 37.331232350000008 2.5000000000000004 44.895258050000002 20.500000000000004 33.882313700000005 44.601833250000006 37.563506350000004 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 26 4 14 19 12 -7 -8 9 -9 -11 15 13 -6 -4 -10 -5 -17 -16 -3 22 -18 -21 -23 -25 -22 27 -1 29 -28
right_child=-2 2 3 16 5 6 7 8 11 10 -12 -13 -14 -15 18 17 21 -19 -20 20 25 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-25884.978949205484 19.191426010249891 -723.1097161450416 -10047.169247340071 4711.0016239531342 -1018.4475681224611 8733.8164465639475 -12052.990640386355 6012.6864978608637 45053.951635281548 397256.98629964195 72209.547250458694 17331.815435367036 -43245.034392033071 101461.36500000001 -19658.349770698256 214539.39927734376 -7342.0653108703818 75431.009047002386 -47018.68174601996 -101665.45360079888 -12155.56563429274 23230.625074404765 2967.2850534539475 -222193.72537202379 -42324.912605168269 107813.76652343752 1451.0746424619913 31793.133569944766 59.317290304541757 63404.113766208553
leaf_weight=1322 3849121 25256 1582 4514 3372 3256 311 42 106 48 33 691 344 50 1181 40 5757 46 1019 133 777 21 38 21 26 20 329 401 173519 428
leaf_count=1322 3849121 25256 1582 4514 3372 3256 311 42 106 48 33 691 344 50 1181 40 5757 46 1019 133 777 21 38 21 26 20 329 401 173519 428
internal_value=0 -328.775 -1854.95 -8023.84 665.405 7429.98 16443.5 35504 50206 176454 264830 32619.9 -3514.98 478.92 -23009.8 87641.3 -2541.98 140133 -32331.2 -1485.67 -21381.6 -8162.57 -78413.7 -77627.5 -122692 -9145.04 93.3877 -12461.3 217.512 36478.7
internal_weight=0 224683 48684 14121 34563 8339 4573 1317 1006 123 81 883 3766 3422 3782 192 10339 86 2200 26224 968 5825 171 68 47 797 175999 1723 174276 757
internal_count=4073804 224683 48684 14121 34563 8339 4573 1317 1006 123 81 883 3766 3422 3782 192 10339 86 2200 26224 968 5825 171 68 47 797 175999 1723 174276 757
is_linear=0
shrinkage=0.1


Tree=1577
num_leaves=31
num_cat=0
split_feature=4 0 0 5 4 1 0 0 1 1 1 4 1 7 0 4 6 0 6 6 6 0 6 1 3 6 6 0 5 6
split_gain=2.68774e+12 1.98795e+13 2.93618e+13 2.55343e+13 2.43995e+13 2.26078e+13 4.50939e+13 5.44081e+13 3.13761e+13 4.0991e+13 3.32845e+13 3.61793e+13 3.06747e+13 3.20895e+13 2.98491e+13 2.96354e+13 2.86158e+13 2.78631e+13 1.09976e+14 7.57304e+13 2.90707e+13 7.95357e+13 6.60732e+13 1.75859e+14 5.53938e+13 5.25978e+13 3.81186e+13 6.83232e+13 5.16167e+13 6.16652e+13
threshold=5.5000000000000009 55.080855950000007 52.02416370000001 6.5000000000000009 3.5000000000000004 45.126607350000008 54.188398350000007 53.356310450000002 45.71452080000001 49.230435000000007 49.300375350000003 4.5000000000000009 49.095306150000006 6.0000000000000009 52.516286950000008 3.5000000000000004 86.920000000000016 55.071632200000003 58.755000000000003 58.045000000000009 63.005000000000003 55.050541250000002 125.02000000000002 82.906746050000024 3.5000000000000004 59.505000000000003 99.050000000000011 55.039488700000007 3.5000000000000004 128.05000000000004
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 -1 -5 6 7 14 16 12 11 15 13 -10 -4 -11 -7 20 19 -19 25 26 24 -24 -23 -12 -22 28 29 -28
right_child=-2 -3 5 4 -6 8 -8 -9 9 10 17 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=396.19472798170739 -50.789912813940468 531.55618328378557 -43722.484107764991 -2482.2643284574469 -106100.40929177025 5634.6161636657671 -1943.4132516369225 -22221.070728790753 -12434.295285584139 -11873.261237444196 -610.64505649587943 11513.424376209077 -50482.742141188792 25092.796355286882 2911.8666506515988 108473.96677631581 61857.84331585429 -1333.671528857863 -25084.837971422749 49825.944334325257 2733.6423527586339 32482.610308590371 255703.26426711312 -31991.934306867737 -9629.5923219933975 -6829.2430918631817 -27729.52277515785 -117941.75956333707 5726.9539193984565 16671.531138112437
leaf_weight=294218 2928705 593538 148 47 44 5651 22047 2642 2941 28 174240 525 194 247 1890 76 92 3211 2232 318 20810 1011 42 43 452 14753 1461 56 1744 398
leaf_count=294218 2928705 593538 148 47 44 5651 22047 2642 2941 28 174240 525 194 247 1890 76 92 3211 2232 318 20810 1011 42 43 452 14753 1461 56 1744 398
internal_value=0 129.9 -302.324 379.814 -52583.3 -1082.72 -3835.9 -12751.2 -763.521 -950 -783.098 22187.8 -11876.1 -9526.77 -474.73 76072.8 6535.28 -848.544 -7711.7 3276.35 -664.652 2469.3 24451.7 110163 19471.9 -1096.08 1078.61 -8334.11 -6630.52 -18223.5
internal_weight=0 1.1451e+06 551561 294309 91 257252 26727 4680 230525 224782 221400 629 3382 3188 2038 104 5743 220771 5761 3529 215010 26017 1548 85 1463 188993 24469 3659 3603 1859
internal_count=4073804 1145099 551561 294309 91 257252 26727 4680 230525 224782 221400 629 3382 3188 2038 104 5743 220771 5761 3529 215010 26017 1548 85 1463 188993 24469 3659 3603 1859
is_linear=0
shrinkage=0.1


Tree=1578
num_leaves=31
num_cat=0
split_feature=2 0 6 1 0 1 1 1 6 5 6 2 0 4 4 1 6 3 1 1 1 5 0 4 6 0 7 5 1 4
split_gain=2.44869e+12 1.95722e+13 6.43267e+13 4.56258e+13 6.5113e+13 6.20487e+13 6.03515e+13 6.01651e+13 6.38849e+13 5.88228e+13 4.68148e+13 4.08184e+13 4.74686e+13 4.01073e+13 3.9896e+13 8.20465e+13 7.25913e+13 7.6794e+13 1.3673e+14 7.74207e+13 7.96769e+13 7.10151e+13 9.52487e+13 6.75842e+13 7.24354e+13 6.70924e+13 6.04285e+13 5.78232e+13 7.63905e+13 6.51571e+13
threshold=3338.0000000000005 57.14107305000001 46.010000000000012 30.624707450000006 58.08467765000001 53.67029225000001 50.815483650000004 72.839788400000018 84.00500000000001 2.5000000000000004 94.02500000000002 5719.5000000000009 57.60122925000001 12.500000000000002 14.500000000000002 65.574968200000015 86.920000000000016 2.5000000000000004 56.128886000000001 40.965343750000009 65.559704250000024 2.5000000000000004 57.174562350000009 7.5000000000000009 104.01000000000001 57.978821400000008 6.0000000000000009 3.5000000000000004 65.493200550000012 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 11 6 -6 8 -7 -4 -11 14 -13 -14 15 16 -5 19 -19 -18 26 22 23 24 -20 27 -21 28 -23 -30
right_child=1 2 3 4 5 7 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 18 21 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-64.539857358011631 -38.480234289960684 -861.9551913846019 2941.3656025632954 7588.4790496925016 -290.75383391413669 -8214.432621872018 12617.634121264833 2946.510364924156 -42743.808590887289 17822.96715400141 -12069.604911119273 -12661.534640946305 4399.8740856116647 -56071.003302873884 1107.4150799230667 -2220.8877067287394 87637.248050242459 -42233.177071361701 316160.37882543105 -34347.930504139193 69615.008674065422 -31240.298366935484 -49755.827778764207 81539.49458147322 75530.107954545456 69185.616851775339 43401.937391378116 401.50958766117481 -34769.201529296879 49127.430488245984
leaf_weight=2406287 1453071 100343 11023 19568 20725 11100 4389 5326 563 5694 577 2927 5297 112 15750 6985 87 242 29 654 107 155 44 175 22 390 118 698 100 1246
leaf_count=2406287 1453071 100343 11023 19568 20725 11100 4389 5326 563 5694 577 2927 5297 112 15750 6985 87 242 29 654 107 155 44 175 22 390 118 698 100 1246
internal_value=0 93.1333 984.938 2609.11 1763.93 -1192.29 1965.16 -5859.78 -9881.25 7340.26 15072.5 4039.11 -2403.33 3147.75 5197.28 7300.98 10115 22271.3 29940.8 -2348.73 -11255.2 36049.9 84853.6 111061 212359 30960.3 -22463.9 24180.9 35238.9 42894.4
internal_weight=0 1.66752e+06 214446 114103 96809 42103 25114 16989 11663 17294 6271 54706 8336 5409 46370 30620 23635 4067 3101 966 879 2859 270 226 51 2589 772 2199 1501 1346
internal_count=4073804 1667517 214446 114103 96809 42103 25114 16989 11663 17294 6271 54706 8336 5409 46370 30620 23635 4067 3101 966 879 2859 270 226 51 2589 772 2199 1501 1346
is_linear=0
shrinkage=0.1


Tree=1579
num_leaves=31
num_cat=0
split_feature=0 0 1 1 7 1 1 1 1 0 1 4 1 1 4 4 6 7 0 4 1 4 4 6 6 4 6 4 4 1
split_gain=2.87269e+12 4.01328e+13 4.24015e+14 1.84763e+14 1.3626e+14 1.15424e+14 4.12241e+14 1.0559e+14 1.00659e+14 2.83918e+14 2.85755e+14 1.90869e+14 1.83106e+14 2.00255e+14 1.78463e+14 1.74097e+14 1.56082e+14 1.34334e+14 1.21705e+14 1.11409e+14 1.10076e+14 1.0878e+14 1.90087e+14 1.3058e+14 5.01085e+14 1.00215e+14 9.98654e+13 7.86286e+13 1.41811e+14 7.81728e+13
threshold=55.876067900000002 55.93962770000001 50.815483650000004 37.780517050000007 6.0000000000000009 37.290808600000013 37.318079750000003 37.740454950000007 37.425454150000007 55.897267000000006 37.374856000000008 7.5000000000000009 37.442254400000003 37.475446350000006 23.500000000000004 23.500000000000004 63.005000000000003 6.0000000000000009 55.910578700000009 5.5000000000000009 37.46219940000001 7.5000000000000009 8.5000000000000018 79.015000000000015 99.050000000000011 4.5000000000000009 55.405000000000008 22.500000000000004 25.500000000000004 37.957884500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -8 14 15 19 20 -12 27 -11 -10 -14 -21 23 -23 -25 -6 -20 -18 -29 -27
right_child=1 -3 -4 4 25 6 7 -9 12 18 16 -13 13 -15 -16 -17 17 -19 26 21 -22 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=56.949590859168261 -16075.950483114175 17.511052021217694 -69016.171552796586 -5851.8104767686755 3608.1360115246898 208160.94373604911 110696.6076681386 22621.306371299012 -1094.1579141737541 13535.466124388106 17796.509512616365 431731.9157258065 4146.4809148430104 363.06710580198751 35291.109594129644 100075.17273940143 74705.595328750365 -164042.9666796875 -9367.0059257757148 -110439.20782318116 77148.97895302024 -5928.7689170725207 -55253.660907404475 467333.79833333334 -86036.218706597225 -59460.204852324132 -76847.653816651189 234830.01458918542 -7876.9923295454546 -21051.166775237329
leaf_weight=2790408 3298 1206338 942 22905 702 98 46 2554 632 1975 903 31 990 35710 409 340 317 20 794 256 261 136 1128 30 36 1045 303 89 33 1075
leaf_count=2790408 3298 1206338 942 22905 702 98 46 2554 632 1975 903 31 990 35710 409 340 317 20 794 256 261 136 1128 30 36 1045 303 89 33 1075
internal_value=0 -123.822 -2336.38 -1511.16 -8406.29 2009.27 3275.86 2848.59 1712.21 15871.7 52527.3 239945 112.502 1909.64 -25405.3 36622.5 41931.7 89413.4 -1298.73 -36597.7 19377.2 -50745.4 -39255.4 50081.2 165496 -29140 -28005.7 100960 169180 -39983.9
internal_weight=0 1.2834e+06 77058 76116 25727 50389 47091 46993 44439 4511 1439 77 39928 37301 2627 1591 1362 459 3072 2218 1251 1586 1330 202 66 2822 1097 439 122 2120
internal_count=4073804 1283396 77058 76116 25727 50389 47091 46993 44439 4511 1439 77 39928 37301 2627 1591 1362 459 3072 2218 1251 1586 1330 202 66 2822 1097 439 122 2120
is_linear=0
shrinkage=0.1


Tree=1580
num_leaves=31
num_cat=0
split_feature=6 5 4 6 1 6 1 2 4 1 0 2 4 4 6 1 3 0 4 4 6 0 6 0 3 7 0 4 6 0
split_gain=2.99587e+12 2.44142e+13 3.51725e+13 2.56419e+13 2.35327e+13 2.30456e+13 4.74591e+13 3.44344e+13 3.03105e+13 3.63635e+13 2.92723e+13 6.66715e+13 6.18545e+13 5.9928e+13 7.21322e+13 6.45937e+13 9.85314e+13 8.70392e+13 1.41164e+14 3.24582e+14 5.93044e+13 9.14342e+13 6.95069e+13 5.58481e+13 1.01837e+14 5.87152e+13 1.06715e+14 5.51964e+13 5.39941e+13 7.5785e+13
threshold=68.00500000000001 3.5000000000000004 12.500000000000002 15.450000000000001 30.084656550000002 71.030000000000015 37.873748150000004 2764.0000000000005 7.5000000000000009 37.843405600000004 55.595177750000005 75.000000000000014 17.500000000000004 10.500000000000002 69.015000000000015 30.438492500000006 10.500000000000002 59.838047850000002 15.500000000000002 14.500000000000002 69.605000000000004 55.749683450000006 70.50500000000001 55.685785750000008 8.5000000000000018 6.0000000000000009 55.721784200000009 8.5000000000000018 70.50500000000001 55.883833400000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 -10 12 28 14 -13 16 -15 18 19 -18 -14 23 -23 -22 -25 26 -26 -16 -12 -30
right_child=5 2 3 -5 -6 -7 7 -9 9 -11 11 13 20 15 27 -17 17 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=22.360768636139539 -5210.3358140255423 51343.247574869798 85826.429960937501 -30227.308979442867 4493.3050877907372 38.607091374955957 -8178.8480259481457 -2080.0326037090113 7450.8422966877297 24038.427362657134 -23749.703023672104 -4228.0158715654516 16288.562536546204 -19331.288524224648 68175.439589914269 9656.9494239561282 -40951.690929921468 3347.6926597619163 21246.635031226375 473902.96175000002 -13429.02522036904 -12326.22681896852 54498.698744357636 -9415.359317251352 -391486.41704545455 -95529.969413389015 -72324.502500000002 20420.029863497439 18255.899232225016 -131362.35090603298
leaf_weight=3307278 5393 108 20 396 14742 649723 10989 58760 7840 798 2688 1178 1467 2883 277 3786 24 1593 124 25 228 505 225 104 22 87 20 1917 568 36
leaf_count=3307278 5393 108 20 396 14742 649723 10989 58760 7840 798 2688 1178 1467 2883 277 3786 24 1593 124 25 228 505 225 104 22 87 20 1917 568 36
internal_value=0 40.7775 4030.65 -24647.8 4834.03 -180.344 -1581.38 -3040.9 1621.08 3016.87 2361.51 114.494 -8517.21 4464.34 15732.3 -40.1546 -7937.17 10663.8 78030.7 221729 2829.75 -13748 8270.5 -48614.6 -83045 -142405 -239505 26449.3 -17678.9 9338.26
internal_weight=0 3.32254e+06 15266 416 14850 751260 101537 69749 31788 26395 25597 17757 5950 11807 3372 8435 4649 1766 173 49 2658 1191 730 461 233 129 42 2194 3292 604
internal_count=4073804 3322544 15266 416 14850 751260 101537 69749 31788 26395 25597 17757 5950 11807 3372 8435 4649 1766 173 49 2658 1191 730 461 233 129 42 2194 3292 604
is_linear=0
shrinkage=0.1


Tree=1581
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 0 4 3 0 6 6 6 7 0 0 6 0 4 0 0 0 0 7 5 6 6 6 6 6 6
split_gain=2.69314e+12 2.16493e+13 1.18264e+14 9.03343e+13 1.26618e+14 1.21649e+14 1.03811e+14 1.97429e+14 1.05162e+14 1.52553e+14 1.71294e+14 1.14685e+14 8.47719e+13 7.10768e+13 9.03446e+13 8.13795e+13 6.07021e+13 1.76419e+14 2.46272e+14 3.18359e+14 2.0418e+14 1.8021e+14 1.3285e+14 1.7405e+14 1.86222e+14 1.33355e+14 1.23349e+14 8.89576e+13 7.77531e+13 7.54718e+13
threshold=30.315889700000003 30.330566300000005 16.500000000000004 17.500000000000004 6.0000000000000009 59.939085000000013 18.500000000000004 5.5000000000000009 59.905532300000012 61.805000000000007 58.045000000000009 72.50500000000001 6.0000000000000009 59.825842200000004 59.848366150000011 71.715000000000018 59.848366150000011 14.500000000000002 59.933037250000005 59.898927250000007 59.882709350000006 59.950512650000007 6.0000000000000009 2.5000000000000004 78.605000000000004 64.805000000000021 40.610000000000007 59.505000000000003 35.57500000000001 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -9 10 -10 -11 -5 15 -15 -8 -2 20 19 -19 -18 27 29 25 -25 -24 28 -20 -22 -23
right_child=1 -3 3 6 5 -7 13 8 9 11 -12 -13 -14 14 -16 -17 17 18 21 -21 26 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-366.22089969980561 -4972.7645306151044 -3.2795326034901047 11766.661317149226 7962.9852438038797 -3196.4242078905909 -96814.108117088617 13445.60162787829 -64753.099183593753 29316.920452378221 241043.8931372549 -210803.09982638891 -464.655029296875 148963.61036733308 -58882.531727818088 -7545.7983820828877 136140.97135630122 41983.080785471138 17898.552339242789 -11673.523397449964 237551.34193097014 2229.9481910633299 14706.425331091245 79429.237930768286 279006.48811598559 47849.279290674604 -66645.472143260544 -1860.321366314151 -134932.4114889323 32654.005942026517 -175880.39488636365
leaf_weight=191371 3929 3851009 347 58 214 395 475 175 170 51 36 32 161 364 5887 61 1439 130 267 134 1478 374 253 78 63 83 12727 75 1946 22
leaf_count=191371 3929 3851009 347 58 214 395 475 175 170 51 36 32 161 364 5887 61 1439 130 267 134 1478 374 253 78 63 83 12727 75 1946 22
internal_value=0 18.0516 2632.18 -7502.98 -36446.2 -63917.3 -3798.87 33362.4 -3574.26 33471.7 -12645.8 147932 111621 -7538.54 -10535.2 27409.1 6345.5 8677.52 41848.4 129389 5888.45 22827.2 46932.3 82476 175723 43345.3 2672.54 -38704 19521.2 4118.27
internal_weight=0 3.88243e+06 31424 8426 956 609 7470 683 464 289 206 83 219 6787 6251 536 22998 19069 1479 264 17590 1215 873 477 141 336 16151 342 3424 396
internal_count=4073804 3882433 31424 8426 956 609 7470 683 464 289 206 83 219 6787 6251 536 22998 19069 1479 264 17590 1215 873 477 141 336 16151 342 3424 396
is_linear=0
shrinkage=0.1


Tree=1582
num_leaves=31
num_cat=0
split_feature=4 4 2 2 6 6 5 1 0 1 0 3 0 5 1 3 0 5 0 0 1 1 3 1 5 1 0 1 7 0
split_gain=2.53253e+12 1.84609e+13 8.40791e+13 5.19548e+13 9.25758e+13 7.07818e+13 6.89031e+13 6.59384e+13 6.1796e+13 5.319e+13 5.23907e+13 5.46953e+13 5.72878e+13 1.05635e+14 7.37625e+13 5.31629e+13 5.08708e+13 4.79813e+13 4.22509e+13 7.76342e+13 6.86962e+13 4.91978e+13 4.58786e+13 9.78565e+13 1.26762e+14 9.91912e+13 4.15499e+13 1.20458e+14 4.10773e+13 1.33857e+14
threshold=5.5000000000000009 6.5000000000000009 2865.5000000000005 2599.0000000000005 71.715000000000018 52.990000000000002 4.5000000000000009 30.205407000000005 59.963561900000009 30.157841000000001 60.028671700000011 1.5000000000000002 59.856552950000008 1.5000000000000002 30.425503950000003 4.5000000000000009 44.046956350000009 3.5000000000000004 43.687280500000007 44.046956350000009 40.024897700000004 39.652459050000012 2.5000000000000004 39.723160900000003 2.5000000000000004 39.777866350000004 43.6005307 39.712886600000012 6.0000000000000009 55.043091000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 7 9 16 -7 11 12 14 -14 -9 -12 -8 -5 20 21 22 -20 23 24 26 -25 -13 -28 -4 -30
right_child=1 -3 28 5 -6 6 8 10 -10 -11 15 18 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=126.09386505062562 -2886.8460109381872 -7.4206621267737791 926.00265309930273 -2273.3259976759869 21827.141432435255 20387.594145651427 162765.29419642859 123088.29116071429 -103791.15729166666 160692.68263183595 1397.5234248991937 282522.17812500003 135512.98618750001 -76894.121284828085 -23929.376646416091 150414.88419471154 24374.188384384066 128713.2220982143 18607.052773437503 -10024.443618116535 101437.00160361842 240412.89750000002 -46280.796038094471 -137642.94707794191 -76147.552481617648 61584.525133384152 264133.34424252721 -71428.578122558596 -2601.6560766930675 31787.137377290041
leaf_weight=1145099 6485 2849416 27003 22537 1978 272 28 35 36 30 62 20 25 369 1368 39 517 28 20 12665 38 20 801 64 34 41 23 20 2856 1875
leaf_count=1145099 6485 2849416 27003 22537 1978 272 28 35 36 30 62 20 25 369 1368 39 517 28 20 12665 38 20 801 64 34 41 23 20 2856 1875
internal_value=0 -49.3016 -1554.38 -4214.51 2889.39 -5752.42 -10724.5 -11957 23102.2 34325.2 -12850.4 -13316.9 -29723.7 -63416.5 -20261.8 58938.9 31484.2 -2110.79 -11172.1 -9585.14 -30540.4 129510 -35540.6 7048.21 79463.1 -59849.4 163443 108058 2431.95 11027.4
internal_weight=0 2.9287e+06 79289 47555 8463 39092 16527 15946 581 302 15644 15543 1797 394 1403 101 545 22565 13746 12705 1041 40 1003 202 97 105 63 43 31734 4731
internal_count=4073804 2928705 79289 47555 8463 39092 16527 15946 581 302 15644 15543 1797 394 1403 101 545 22565 13746 12705 1041 40 1003 202 97 105 63 43 31734 4731
is_linear=0
shrinkage=0.1


Tree=1583
num_leaves=31
num_cat=0
split_feature=6 0 0 1 3 3 6 5 3 3 0 6 6 0 0 1 0 6 4 4 3 6 1 6 0 5 6 0 0 6
split_gain=2.64548e+12 1.54074e+13 8.801e+13 6.96373e+13 1.39645e+14 3.33329e+13 3.03275e+13 3.57628e+13 2.56872e+13 3.57951e+13 9.03766e+13 3.54678e+13 4.92706e+13 4.87393e+13 4.07219e+13 3.39516e+13 5.62572e+13 4.17476e+13 3.9064e+13 3.08733e+13 3.19785e+13 3.8229e+13 3.39867e+13 3.51839e+13 3.02636e+13 2.55283e+13 2.4474e+13 4.67096e+13 2.27405e+13 2.92377e+13
threshold=88.00500000000001 45.067157700000003 45.082176650000008 38.958307950000012 13.500000000000002 3.5000000000000004 128.05000000000004 4.5000000000000009 19.500000000000004 18.500000000000004 44.685196900000008 102.04000000000001 128.05000000000004 45.022979600000006 45.040161900000008 39.018051150000005 45.022979600000006 189.00000000000003 21.500000000000004 23.500000000000004 20.500000000000004 189.00000000000003 38.97264950000001 114.05000000000001 45.00849250000001 3.5000000000000004 142.05000000000004 45.047736150000013 45.07004340000001 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 8 3 4 25 -5 -7 -8 9 -2 -11 -12 13 -13 -15 16 24 -17 -18 20 -20 22 23 -22 -10 28 -14 -28 29 -3
right_child=1 2 -4 5 -6 6 7 -9 15 10 11 12 26 14 -16 17 18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=19.696591289922544 1604.7449105481073 -33954.204808830495 -463.89585551775258 -5574.0095043002284 187082.5523255814 -32014.20903241901 -129650.05790396678 -15701.435555555556 -54605.702394386579 -101665.45454545454 83801.212530964185 93243.109510869574 172981.69921875 -190784.74114583334 -22141.062439236113 -703.67978652207171 -105466.14085069446 108367.88469726563 -43095.865217013896 -23096.546822541968 71867.760336538471 -27667.035304054054 16014.335070800782 245897.94285714289 -175044.17764246324 58060.640116514012 -72729.900595238098 119205.97470703126 -67896.655180431553 33121.616595458989
leaf_weight=3844148 37467 132 188515 466 43 1261 71 45 54 44 164 23 20 21 45 286 45 40 45 417 26 37 32 21 34 58 21 32 63 128
leaf_count=3844148 37467 132 188515 466 43 1261 71 45 54 44 164 23 20 21 45 286 45 40 45 417 26 37 32 21 34 58 21 32 63 128
internal_value=0 -329.696 -699.428 -20285.4 16255.2 -28691.9 -36515.3 -85445.9 1484.84 1910.4 32861.6 51018.6 17831.2 -32115 -75800.4 -14042.5 -26294.7 12679.3 -15722.9 -8735.95 28458.9 56217.2 95504.8 149626 -101139 -3024.57 78724.6 43155.9 -13993.4 -932.262
internal_weight=0 229656 190782 2267 424 1843 1377 116 38874 37837 370 326 162 89 66 1037 711 326 623 578 161 116 79 47 88 381 73 53 323 260
internal_count=4073804 229656 190782 2267 424 1843 1377 116 38874 37837 370 326 162 89 66 1037 711 326 623 578 161 116 79 47 88 381 73 53 323 260
is_linear=0
shrinkage=0.1


Tree=1584
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 5 7 6 0 1 6 4 1 1 4 3 0 6 4 4 1 0 3 6 1 3 0 6 7 6
split_gain=2.55536e+12 2.85087e+13 3.55241e+13 3.84072e+13 4.30597e+13 8.75134e+13 5.48977e+13 4.47711e+13 4.2707e+13 5.94378e+13 3.93687e+13 6.74155e+13 3.70179e+13 7.04839e+13 4.04236e+13 3.84866e+13 3.67917e+13 3.35431e+13 4.54255e+13 3.2322e+13 3.04813e+13 4.86191e+13 1.07986e+14 3.83165e+13 3.02994e+13 2.99046e+13 5.21519e+13 2.82243e+13 5.49376e+13 2.802e+13
threshold=54.94110555000001 54.962581500000006 138.05000000000004 82.956351500000011 62.995000000000012 2.5000000000000004 6.0000000000000009 60.305000000000007 54.942865800000007 82.95992385000001 110.01500000000001 7.5000000000000009 82.971668900000012 82.962856350000024 9.5000000000000018 8.5000000000000018 54.94428030000001 87.015000000000015 10.500000000000002 4.5000000000000009 82.962856350000024 54.94428030000001 5.5000000000000009 87.395000000000024 82.963919600000011 2.5000000000000004 54.945424150000001 56.505000000000003 6.0000000000000009 94.02500000000002
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 10 5 7 29 8 9 -5 19 -12 13 14 -7 16 -15 -8 20 -2 23 22 -22 -19 -17 26 -14 -11 -29 -6
right_child=1 -3 -4 4 6 12 17 -9 -10 27 11 -13 25 15 -16 24 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=115.61382216295218 -11521.079891792386 25.062592113605227 -123003.75253906251 51898.804570312503 -11101.828781569084 46814.195375899872 -5275.3225007018809 77820.613165713032 -969.16589214898181 -5937.6059456745334 -1208.223721590909 221816.44441236413 35983.645020404743 54215.110733045221 -647.07303494112637 -37565.221369791667 23183.235597174455 369.36536374441391 -111600.70785714286 9557.2901870837504 -23510.170219907406 5757.8383711008237 92357.780402010059 -27709.197579390919 13428.943957659842 -4256.7628011566812 -9641.6645398379424 -38303.413393486873 -5719.2836164986074 -45815.857561442062
leaf_weight=1301151 870 2612784 24 165 7459 191 16921 71 99109 8269 33 23 559 470 2969 150 2042 4860 35 4441 135 3866 199 540 522 3098 454 864 1290 240
leaf_count=1301151 870 2612784 24 165 7459 191 16921 71 99109 8269 33 23 559 470 2969 150 2042 4860 35 4441 135 3866 199 540 522 3098 454 864 1290 240
internal_value=0 -54.2553 -1350.57 -1332.3 -1621.23 -730.041 -4749 -1562.7 -1614.08 -7650.81 6983.88 90391.2 8012.13 12802.1 2221.63 23302.9 28989.4 -2593.48 2116.37 6104.42 2530.97 8920.27 45524.9 -2438.49 2046.32 620.309 15535.6 -8593.5 -18789.2 -12184
internal_weight=0 2.77265e+06 159869 159845 154478 120223 34255 109768 109697 10588 5367 56 10455 6344 3160 3184 2512 26556 9635 5311 9600 4200 334 5400 672 4111 1013 10423 2154 7699
internal_count=4073804 2772653 159869 159845 154478 120223 34255 109768 109697 10588 5367 56 10455 6344 3160 3184 2512 26556 9635 5311 9600 4200 334 5400 672 4111 1013 10423 2154 7699
is_linear=0
shrinkage=0.1


Tree=1585
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 6 0 6 1 4 6 0 7 4 4 6 6 1 3 3 0 7 0 6 6 6 3 5 1
split_gain=2.72521e+12 3.49844e+13 5.42215e+13 1.04826e+14 9.62839e+13 9.37461e+13 5.10747e+13 5.69851e+13 4.79756e+13 4.36321e+13 6.84513e+13 4.58436e+13 4.24005e+13 4.12782e+13 8.83544e+13 5.69379e+13 1.81526e+14 5.09706e+13 4.73688e+13 4.47101e+13 4.46779e+13 3.98033e+13 3.94771e+13 4.10696e+13 3.49446e+13 3.48273e+13 3.43531e+13 1.02546e+14 4.69513e+13 3.40561e+13
threshold=82.825258850000026 65.64204770000002 57.113979900000011 55.039488700000007 6.5000000000000009 56.986919400000012 86.030000000000015 57.100506200000005 76.605000000000004 82.648284550000014 10.500000000000002 102.04000000000001 55.02095400000001 6.0000000000000009 5.5000000000000009 5.5000000000000009 125.02000000000002 110.01500000000001 82.648284550000014 4.5000000000000009 4.5000000000000009 56.986919400000012 6.0000000000000009 55.030407050000001 52.330000000000005 77.565000000000012 51.405000000000008 2.5000000000000004 3.5000000000000004 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 7 -7 12 10 -10 -11 -3 15 -15 16 18 -16 21 26 -19 25 23 -14 -9 -5 -17 -28 -29 -2
right_child=29 2 -4 4 5 6 -8 24 9 11 -12 -13 22 14 17 19 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.4699118442549826 1806.8392190859377 -1945.2521525623652 2111.3067885449959 -13007.323874503485 -61754.824328358205 11679.72801410417 -118956.141 -11484.186408791391 -18981.571500525115 -39223.966185525976 100347.21457841981 -151913.59326636905 32275.838419989388 -28568.33748080262 89922.95953814339 -49710.427337715068 243706.20948275866 -17702.567042590726 13781.265433598295 -105360.91646966315 105012.29619140626 13222.14131526336 -8459.738211840302 3586.8968516634081 -40841.147281794765 -71873.185734335901 100484.00588880567 77220.966386217959 -37724.956478515625 -72.693043976665408
leaf_weight=3110892 109480 17262 15241 4151 670 532 50 818 517 257 53 42 1056 234 170 356 29 124 913 77 39 593 729 946 804 103 73 39 400 807154
leaf_count=3110892 109480 17262 15241 4151 670 532 50 818 517 257 53 42 1056 234 170 356 29 124 913 77 39 593 729 946 804 103 73 39 400 807154
internal_value=0 -44.0706 -2773.32 -5171.96 -13493.5 -28998 -19040.2 -16720.9 -1113.3 -24115.1 -7886.09 -55053.3 -113.52 -7390.26 18522.5 -9572.11 -5856.94 51613.4 -7113.42 -32330.9 11658.7 -11049.2 11464.4 18719.5 -26036 -14432.6 -25852.5 -9263.74 -27513.4 151.793
internal_weight=0 3.15717e+06 46278 31037 10175 2874 2204 2154 20862 869 570 299 19993 7301 567 6734 5789 333 5760 945 163 4847 2731 2002 1622 4254 868 512 439 916634
internal_count=4073804 3157170 46278 31037 10175 2874 2204 2154 20862 869 570 299 19993 7301 567 6734 5789 333 5760 945 163 4847 2731 2002 1622 4254 868 512 439 916634
is_linear=0
shrinkage=0.1


Tree=1586
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 6 5 3 7 4 6 4 0 4 6 6 6 6 1 3 1 0 1 5 4 0 6 4 4
split_gain=2.60029e+12 2.40908e+13 1.07854e+14 2.23731e+14 2.35509e+14 1.55638e+14 1.42639e+14 1.56105e+14 1.29341e+14 1.2298e+14 1.13466e+14 1.10996e+14 1.43407e+14 1.14739e+14 1.0951e+14 1.01362e+14 2.05321e+14 1.39168e+14 8.93048e+13 8.84011e+13 8.8121e+13 1.18511e+14 1.78384e+14 8.67536e+13 1.74355e+14 1.38595e+14 1.27734e+14 2.24052e+14 2.09924e+14 2.0636e+14
threshold=59.950512650000007 59.91832440000001 30.438492500000006 30.389265100000003 8.5000000000000018 5.5000000000000009 81.705000000000013 2.5000000000000004 1.5000000000000002 6.0000000000000009 21.500000000000004 50.795000000000009 12.500000000000002 59.939085000000013 7.5000000000000009 63.415000000000006 54.990000000000002 63.705000000000005 84.810000000000016 30.425503950000003 4.5000000000000009 30.410676000000006 59.933037250000005 30.260128500000004 2.5000000000000004 17.500000000000004 59.933037250000005 68.00500000000001 17.500000000000004 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 5 6 9 14 -8 -7 18 -4 -6 20 19 -5 16 -10 -17 -3 -14 21 -13 -23 25 26 -19 -25 28 -28 -30
right_child=-2 2 10 4 11 8 7 -9 15 -11 -12 12 13 -15 -16 17 -18 23 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-9.6823100774114685 -332.83080896329352 25542.626434096557 -11848.716622466211 -15035.613630902792 21900.054390402263 -37004.660222672064 261293.41247829862 24536.338313008131 1115.0061326956766 -26772.976393001038 37219.348441617454 96722.086158442602 27070.051934238654 81976.560635092363 -147223.70502565298 166420.54855113639 -23371.345791957618 37504.434533248415 2545.8962922194087 -72474.068841355838 129869.22485141701 -174566.76891622343 81999.980207824716 -7684.5563884165749 -10186.561096337684 -17691.680657808651 -50514.286511097496 61201.175114198581 190562.71361069276 7929.4434578350047
leaf_weight=3801237 221945 4984 7256 970 1289 988 36 123 14971 676 504 261 318 269 67 55 4440 1798 2554 124 349 47 64 1072 4760 609 459 1253 83 243
leaf_count=3801237 221945 4984 7256 970 1289 988 36 123 14971 676 504 261 318 269 67 55 4440 1798 2554 124 349 47 64 1072 4760 609 459 1253 83 243
internal_value=0 19.1778 2186.3 4150.31 26931.5 1859.03 -10053.5 78141.7 -1409.26 14086.7 -8661.82 43188 62350.1 30482.7 -23576.2 -226.858 -4485.91 7774.74 17751 -856.353 93775.6 59913.5 -26636.4 6925.7 1844.56 23539.2 20258.8 34957.1 -6933.12 54428.1
internal_weight=0 3.85186e+06 50622 42862 3917 38945 1196 159 30731 8214 7760 2721 1432 711 1037 29743 19411 10332 7538 442 721 372 111 10277 7870 2407 3110 2038 785 326
internal_count=4073804 3851859 50622 42862 3917 38945 1196 159 30731 8214 7760 2721 1432 711 1037 29743 19411 10332 7538 442 721 372 111 10277 7870 2407 3110 2038 785 326
is_linear=0
shrinkage=0.1


Tree=1587
num_leaves=31
num_cat=0
split_feature=1 1 4 7 2 7 6 6 6 2 0 5 2 2 2 6 6 4 0 6 7 4 0 1 1 0 1 5 6 6
split_gain=2.74892e+12 2.49517e+13 8.19672e+13 6.26822e+13 6.58865e+13 5.2734e+13 7.85223e+13 5.26552e+13 4.59218e+13 4.55066e+13 3.97011e+13 3.78596e+13 3.43672e+13 7.82722e+13 6.26887e+13 5.66396e+13 4.6206e+13 3.60274e+13 1.24704e+14 4.06063e+13 3.3426e+13 6.35437e+13 6.57132e+13 6.29663e+13 1.18954e+14 1.95919e+14 1.92714e+14 1.41193e+14 9.75521e+13 6.91468e+13
threshold=36.555998300000006 34.382014200000008 16.500000000000004 6.0000000000000009 451.00000000000006 6.0000000000000009 68.00500000000001 120.05000000000001 108.05000000000001 2200.0000000000005 56.324067350000007 4.5000000000000009 2200.0000000000005 3338.0000000000005 5719.5000000000009 73.995000000000019 69.605000000000004 11.500000000000002 55.595177750000005 103.03500000000001 6.0000000000000009 12.500000000000002 60.028671700000011 30.438492500000006 30.389265100000003 60.042359000000012 30.345769800000003 2.5000000000000004 83.820000000000007 75.010000000000005
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 20 3 7 10 6 -4 12 -6 -8 -5 -9 17 16 -15 -16 -14 19 -19 -3 21 -1 -23 24 26 27 -24 -26 -27 -25
right_child=-2 2 5 4 8 -7 9 11 -10 -11 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 22 23 29 25 28 -28 -29 -30 -31
leaf_value=-458.37583598148854 29.486645123826367 -10707.524090560542 -15484.932158369085 31321.713684274269 5400.0648850460939 -3772.1851496067247 76896.170054117843 68140.272782130603 -105062.07119654607 -63824.328199392941 145021.35499114991 -22401.826636904763 3689.2049566238966 -90602.011163884948 -3334.7422344056381 -27472.010639535933 26574.708223533453 -30636.378384164665 241140.96728125002 -141066.87083333332 -1092.6953843043257 4449.1438958541312 1598.6343162438125 -7673.6525771651495 37832.959705851848 5793.4549842453007 -30614.612574428364 137964.15199652777 -149551.04426448172 -46315.110443298225
leaf_weight=167012 3608805 5467 1940 762 3918 2181 24 173 38 541 32 63 5285 88 9349 1085 1059 52 25 24 175662 66455 12742 4441 798 2880 2174 171 41 517
leaf_count=167012 3608805 5467 1940 762 3918 2181 24 173 38 541 32 63 5285 88 9349 1085 1059 52 25 24 175662 66455 12742 4441 798 2880 2174 171 41 517
internal_value=0 -228.843 -2918.65 -829.864 9615.35 -15141.1 -25039.6 -3018.43 4339 -57846.8 35904.1 43970.1 -3512.74 -1263.88 -6553.57 -5844.7 7509.47 -10324.7 57603 -11277.3 -29.3498 696.805 2835.26 -1677.91 965.105 16538.9 -3096.43 55503.2 3612.99 -11703
internal_weight=0 464999 32106 27420 4750 4686 2505 22670 3956 565 794 236 22434 16866 10522 10434 6344 5568 77 5491 432893 257231 90219 23764 18806 3890 14916 969 2921 4958
internal_count=4073804 464999 32106 27420 4750 4686 2505 22670 3956 565 794 236 22434 16866 10522 10434 6344 5568 77 5491 432893 257231 90219 23764 18806 3890 14916 969 2921 4958
is_linear=0
shrinkage=0.1


Tree=1588
num_leaves=31
num_cat=0
split_feature=6 6 0 1 3 4 4 1 3 1 4 4 4 3 1 1 7 4 0 0 1 0 4 1 1 1 3 0 4 3
split_gain=2.58163e+12 1.83652e+13 3.79723e+13 5.04001e+13 5.06114e+13 4.00842e+13 4.07936e+13 7.88823e+13 4.72928e+13 2.72671e+13 3.10301e+13 2.83332e+13 2.11895e+13 3.97287e+13 4.95998e+13 4.84585e+13 3.33045e+13 3.73749e+13 3.03251e+13 2.88205e+13 7.096e+13 6.22014e+13 3.59508e+13 3.31291e+13 3.33236e+13 2.96827e+13 3.23796e+13 6.00511e+13 2.7785e+13 2.74328e+13
threshold=110.01500000000001 108.05000000000001 43.6005307 39.735861600000007 9.5000000000000018 3.5000000000000004 7.5000000000000009 40.965343750000009 8.5000000000000018 47.386825600000002 12.500000000000002 9.5000000000000018 20.500000000000004 9.5000000000000018 47.899251850000006 49.230435000000007 6.0000000000000009 16.500000000000004 56.020150250000007 45.07004340000001 38.989878900000008 45.036141150000006 15.500000000000002 30.323041000000003 37.442254400000003 37.563506350000004 12.500000000000002 59.91832440000001 14.500000000000002 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 -3 -5 7 -7 9 11 -11 -8 13 28 19 -16 17 -17 -19 20 21 -15 25 -24 -25 26 27 -21 -4 -30
right_child=-2 2 12 5 -6 6 8 -9 -10 10 -12 -13 -14 14 15 16 -18 18 -20 22 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=1.258310470025819 -586.7009686044812 37216.468828125006 1023.8308605757144 122803.80947265626 250641.5263671875 -204433.33849431819 184243.17272949219 788.73023410373264 -20613.58981583095 15740.735874204283 137428.16893028846 42160.841187500002 16194.602506526022 -1842.2972098214286 140916.76414930556 -2810.5132998046879 -53047.749755859375 132515.30474076705 -5405.4083906250007 160146.2143727022 -47927.751278409094 217547.79609375002 -124677.30483940973 21059.699499289774 -66976.580485604383 -49461.188994140626 -59333.178333333337 -25172.254774305558 30436.309462053981 -9094.8483229496323
leaf_weight=3992241 73644 25 4397 36 20 22 32 126 101 108 26 25 1043 28 27 200 84 44 25 34 88 24 72 55 197 100 30 36 677 237
leaf_count=3992241 73644 25 4397 36 20 22 32 126 101 108 26 25 1043 28 27 200 84 44 25 34 88 24 72 55 197 100 30 36 677 237
internal_value=0 10.8013 4821.76 30915.5 132072 21352.4 13051.8 -29717.3 34729.3 63994.4 39351.7 121926 2984.12 815.983 -17017.4 11795.2 1919.05 19083.4 82544 -33506.5 6799.43 99414.7 -44275.2 -64854.5 -47762.3 -10936.7 27587.7 64839.6 4321.54 20185.9
internal_weight=0 4.00016e+06 7919 521 45 476 440 148 292 191 134 57 7398 6355 1044 380 353 269 69 664 140 52 524 324 252 200 100 70 5311 914
internal_count=4073804 4000160 7919 521 45 476 440 148 292 191 134 57 7398 6355 1044 380 353 269 69 664 140 52 524 324 252 200 100 70 5311 914
is_linear=0
shrinkage=0.1


Tree=1589
num_leaves=31
num_cat=0
split_feature=0 0 1 1 7 1 4 4 0 1 1 1 4 1 1 4 4 1 6 1 6 6 4 4 1 4 4 4 6 6
split_gain=2.4999e+12 3.31247e+13 3.43372e+14 1.49381e+14 1.10302e+14 9.49549e+13 8.12306e+13 7.97667e+13 7.95443e+13 1.34926e+14 2.25529e+14 5.69716e+14 2.17339e+14 1.46297e+14 1.66725e+14 1.46755e+14 1.39198e+14 1.2011e+14 2.3709e+14 1.12101e+14 9.24998e+13 1.34696e+14 1.15811e+14 8.63154e+13 1.01818e+14 8.47066e+13 8.86252e+13 1.54153e+14 1.0584e+14 4.05774e+14
threshold=55.876067900000002 55.93962770000001 50.815483650000004 37.780517050000007 6.0000000000000009 37.71815560000001 4.5000000000000009 17.500000000000004 55.910578700000009 37.425454150000007 37.290808600000013 37.374856000000008 14.500000000000002 37.442254400000003 37.475446350000006 23.500000000000004 23.500000000000004 37.534144550000008 87.015000000000015 37.46219940000001 78.010000000000005 72.50500000000001 16.500000000000004 15.500000000000002 37.475446350000006 5.5000000000000009 7.5000000000000009 8.5000000000000018 79.015000000000015 99.050000000000011
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 5 -5 8 -6 -7 9 10 12 -12 -2 15 16 25 19 18 20 -15 21 -16 -23 -10 -25 -11 -27 28 -28 -30
right_child=1 -3 -4 4 6 7 -8 -9 23 13 11 -13 -14 14 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=53.126067353651706 -24887.775294737341 12.892804740662044 -62130.449234041189 -5284.5805390792293 3246.2203090396024 6970.2074500989711 -36000.368612043276 32580.70343106693 5926.172027476623 -2212.6348002671048 205793.23860823386 22173.159592436714 75106.474729208174 2136.1441088073025 -8090.3512368490619 31754.362560124853 89994.03346462475 3239.4954176413585 -134934.27210060795 78988.673756634045 45878.234779785154 -171835.89416852681 -41470.733429276319 -38503.580711636772 -8107.2092920935365 -99610.499041748059 -5334.025612595502 -49765.745207062857 420618.78916666668 -77350.374240451391
leaf_weight=2790408 1622 1206338 942 22905 702 7487 2120 1452 2825 623 178 3332 251 953 4011 409 340 18031 158 237 275 84 361 1436 4738 256 136 1128 30 36
leaf_count=2790408 1622 1206338 942 22905 702 7487 2120 1452 2825 623 178 3332 251 953 4011 409 340 18031 158 237 275 84 361 1436 4738 256 136 1128 30 36
internal_value=0 -115.509 -2125.63 -1383.02 -7582.9 1782.45 -26237.4 11130.2 -233.474 2073.41 16532.8 31484.9 -11487.6 -802.118 1603.55 -23269.1 33564.7 -529.987 -14432.1 17442.1 -10407.7 -13881.4 -66079 -8552.25 -15177 -33456.8 -45729.8 -35358.8 45091.7 148999
internal_weight=0 1.2834e+06 77058 76116 25727 50389 2822 8939 41450 32451 5383 3510 1873 27068 24450 2618 1530 22920 4889 1190 4731 4456 445 8999 6174 2209 1586 1330 202 66
internal_count=4073804 1283396 77058 76116 25727 50389 2822 8939 41450 32451 5383 3510 1873 27068 24450 2618 1530 22920 4889 1190 4731 4456 445 8999 6174 2209 1586 1330 202 66
is_linear=0
shrinkage=0.1


Tree=1590
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 6 1 4 1 5 1 1 2 4 6 6 4 7 6 4 5 4 6 7 6 6 6 0
split_gain=2.51082e+12 1.38852e+13 1.08438e+14 1.4981e+14 1.1202e+14 8.0225e+13 6.89866e+13 6.68814e+13 5.1045e+13 8.78332e+13 4.94246e+13 4.24754e+13 4.13738e+13 1.16659e+14 3.39874e+13 3.26669e+13 3.07992e+13 2.90233e+13 5.064e+13 7.00412e+13 4.33061e+13 2.75249e+13 2.88788e+13 2.67805e+13 4.16934e+13 6.38798e+13 2.64929e+13 7.88713e+13 2.20698e+13 2.06576e+13
threshold=44.990874950000006 45.00849250000001 9.5000000000000018 39.044653900000007 93.050000000000011 142.05000000000004 38.782330450000011 91.02500000000002 39.069277450000008 11.500000000000002 39.023883200000007 1.5000000000000002 40.965343750000009 39.105193450000009 2892.5000000000005 21.500000000000004 65.805000000000021 43.010000000000012 23.500000000000004 6.0000000000000009 40.905000000000008 22.500000000000004 1.5000000000000002 21.500000000000004 93.050000000000011 6.0000000000000009 82.00500000000001 83.820000000000007 81.705000000000013 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 9 -5 16 -12 13 17 26 28 29 18 -10 -20 -21 22 -15 -19 -25 -26 -8 -28 -11 -4
right_child=1 -3 3 8 5 -7 14 -9 12 15 11 -13 -14 21 -16 -17 -18 23 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-324.93991078844738 -29169.340677051499 1.3100819296857118 56912.230409916112 119340.09133976065 -64172.359095841231 129422.15312500001 17085.369035587883 194353.35525000002 831.93721591272333 -11762.014366272906 29162.705244794233 69717.537310992237 -11708.14035469959 24530.945463573487 794.02381070343017 -44970.513426151418 -24426.425525244598 -2598.4515802987826 -396.5809472208872 10886.860989379884 125044.35501302083 -20455.192426470589 61677.962124023441 -18183.11851361144 -52775.420156250002 159143.04498106061 -128121.49677734375 10509.000131345525 -49486.590801487204 6941.8473740039626
leaf_weight=224683 409 3816138 122 47 198 24 7030 25 5566 2357 889 364 3630 532 1875 401 214 5723 191 48 108 85 345 2040 25 33 50 229 166 257
leaf_count=224683 409 3816138 122 47 198 24 7030 25 5566 2357 889 364 3630 532 1875 401 214 5723 191 48 108 85 345 2040 25 33 50 229 166 257
internal_value=0 18.9676 2061.94 -1610.1 23918.7 -43243.2 11015.2 31887.6 -4118.98 -16278 29687.4 40944 -2147.76 213.71 12804.8 -18457.9 5902.35 -2144.31 3142.6 40206.4 89919 33878 39144.1 -6141.44 -15806.1 67798.9 15886 -14335.2 -14244.1 23027.3
internal_weight=0 3.84912e+06 32983 23390 2093 222 9593 1871 21297 2971 1846 1253 18326 14696 9184 2924 593 13734 5913 347 156 962 877 7821 2098 58 7309 279 2523 379
internal_count=4073804 3849121 32983 23390 2093 222 9593 1871 21297 2971 1846 1253 18326 14696 9184 2924 593 13734 5913 347 156 962 877 7821 2098 58 7309 279 2523 379
is_linear=0
shrinkage=0.1


Tree=1591
num_leaves=31
num_cat=0
split_feature=4 1 0 4 5 6 1 6 0 5 6 5 0 0 1 0 4 6 0 0 4 7 3 3 0 4 6 6 7 1
split_gain=2.42539e+12 1.56385e+13 4.36265e+13 4.44344e+13 6.68666e+13 7.54253e+13 6.8591e+13 7.2975e+13 6.57911e+13 4.84674e+13 6.01357e+13 4.44585e+13 4.50064e+13 4.20698e+13 4.13022e+13 6.105e+13 1.56698e+14 6.63408e+13 6.61267e+13 7.05965e+13 6.89184e+13 5.34516e+13 4.51319e+13 4.65391e+13 3.97151e+13 2.20737e+14 6.11027e+13 3.74954e+13 3.60624e+13 4.30609e+13
threshold=9.5000000000000018 82.991167100000027 55.007293000000011 10.500000000000002 3.5000000000000004 76.605000000000004 83.050033500000012 31.705000000000002 54.86311005000001 2.5000000000000004 54.010000000000012 1.5000000000000002 54.73499850000001 54.932051950000009 82.973036600000015 54.988402950000008 16.500000000000004 81.02500000000002 55.071632200000003 55.043091000000011 19.500000000000004 6.0000000000000009 14.500000000000002 12.500000000000002 54.94428030000001 14.500000000000002 89.00500000000001 77.565000000000012 6.0000000000000009 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 14 3 4 5 6 7 -3 9 10 -8 12 -12 -10 -2 24 17 -17 19 -18 21 22 23 -21 25 -16 -27 -7 -26 -30
right_child=1 2 -4 -5 -6 27 8 -9 13 -11 11 -13 -14 -15 15 16 18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-82.8384969489409 116.5792896065867 -55120.736236089258 -1148.7708220815234 -344.54393795990529 -18841.869462584724 51022.337124619982 2848.6109122052485 18586.818636286094 -40070.311798194503 -9486.367952030143 25661.849058948865 20367.049626447595 232931.44537109375 -5695.9065732412637 35572.068383751757 16240.6503818942 6524.1250929289799 44966.644358255282 40478.36858361886 -18383.871617330849 -64074.640883929911 7422.815966330475 -47428.369877485798 40512.114099520018 -14459.751260403295 -6277.2136578132759 -54376.69470364874 18131.858014106037 2021.1098572487613 -14833.171269088649
leaf_weight=1892492 1852810 139 246629 29925 1048 442 7056 3992 556 2166 22 1937 20 990 1636 5083 3151 955 354 1090 260 1060 473 153 1955 1007 358 1606 12718 1721
leaf_count=1892492 1852810 139 246629 29925 1048 442 7056 3992 556 2166 22 1937 20 990 1636 5083 3151 955 354 1090 260 1060 473 153 1955 1007 358 1606 12718 1721
internal_value=0 71.8701 -603.181 2093.43 5746 7107.52 4908.48 16106.7 1279.4 3948.44 7169.23 22574.1 124362 -18058.2 178.074 3741.54 9167.37 20784.1 -1556.04 -3961.11 -14843.5 -10232.5 -21138.5 -11134.4 222.514 10799 -18892.3 25230.3 -1713.57 12.2299
internal_weight=0 2.18131e+06 296528 49899 19974 18926 16878 4131 12747 11201 9035 1979 42 1546 1.88478e+06 31974 12579 6038 6541 6187 3036 2776 1716 1243 19395 3001 1365 2048 16394 14439
internal_count=4073804 2181312 296528 49899 19974 18926 16878 4131 12747 11201 9035 1979 42 1546 1884784 31974 12579 6038 6541 6187 3036 2776 1716 1243 19395 3001 1365 2048 16394 14439
is_linear=0
shrinkage=0.1


Tree=1592
num_leaves=31
num_cat=0
split_feature=1 6 2 0 3 1 6 6 5 6 6 1 4 0 1 3 6 6 6 7 4 5 4 0 0 1 6 6 3 4
split_gain=2.62059e+12 1.24428e+13 1.43478e+13 3.0279e+13 2.21284e+13 3.60459e+13 4.02732e+13 8.0245e+13 3.04322e+13 2.64746e+13 4.24404e+13 3.95967e+13 2.2699e+13 2.17974e+13 2.75245e+13 2.53286e+13 2.19182e+13 2.13657e+13 1.89094e+13 2.34655e+13 2.10782e+13 1.86569e+13 1.63743e+13 1.58402e+13 1.8718e+13 1.09319e+14 3.99987e+13 2.72285e+13 3.5114e+13 2.72512e+13
threshold=91.292296250000007 46.010000000000012 9236.5000000000018 51.768991500000006 5.5000000000000009 107.59716050000002 79.710000000000022 78.605000000000004 1.5000000000000002 48.410000000000004 47.805000000000007 118.02765200000002 14.500000000000002 52.516286950000008 92.948588300000011 10.500000000000002 130.05000000000004 64.015000000000015 82.00500000000001 6.0000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 53.506098950000009 56.041614100000011 92.791023150000015 76.605000000000004 92.02500000000002 3.5000000000000004 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 13 17 -5 6 7 8 -6 10 -7 12 -12 15 22 -3 -17 -4 -16 20 -20 -11 -15 -24 -25 26 -26 -27 -29 -30
right_child=1 2 3 4 5 9 -8 -9 -10 21 11 -13 -14 14 18 16 -18 -19 19 -21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=-15.260944299075318 -643.53774344578983 5341.0836748616757 -4853.0561867983506 1844.9164699859675 -82483.2919921875 18205.644234212243 72132.831741431452 -166446.00234375001 -6323.8574466534519 4649.1893755928359 5562.986756896973 -143037.22324634308 -83865.747074142157 -10628.158519208617 -1843.9936540776414 23693.049804025104 127914.02061011906 -27694.624725748698 28340.936301888993 34727.817789273649 -30926.032498004417 -8819.2492084673268 -9907.4042278748548 4844.269494667973 -19994.400136364042 2263.1244459641089 -71073.344813537595 -15207.020346261161 44051.547457380482 -40150.385063244052
leaf_weight=3931467 61950 8084 1079 17297 71 96 31 48 201 2265 64 47 51 902 11470 516 21 660 67 74 575 1884 923 24353 1189 7573 176 175 453 42
leaf_count=3931467 61950 8084 1079 17297 71 96 31 48 201 2265 64 47 51 902 11470 516 21 660 67 74 575 1884 923 24353 1189 7573 176 175 453 42
internal_value=0 421.52 1242.3 -818.074 183.615 -5855.8 -36697.1 -47240.1 -26203.7 -3399.41 -34481.1 -65702.9 -34096.7 2108.57 1276.6 6738.1 27768.7 -13522.1 -2828.19 -18594.6 -24740.9 -1466.63 2674.39 3018.35 3369.65 -368.006 -26580.4 3972.64 23295.2 36907.1
internal_weight=0 142337 80387 23794 22055 4758 351 320 272 4407 258 162 115 56593 47972 8621 537 1739 12186 716 642 4149 35786 34884 33961 9608 1365 8243 670 495
internal_count=4073804 142337 80387 23794 22055 4758 351 320 272 4407 258 162 115 56593 47972 8621 537 1739 12186 716 642 4149 35786 34884 33961 9608 1365 8243 670 495
is_linear=0
shrinkage=0.1


Tree=1593
num_leaves=31
num_cat=0
split_feature=6 1 0 1 0 0 1 1 1 1 5 1 1 4 6 5 0 0 6 6 3 3 4 6 0 1 6 4 6 4
split_gain=2.64169e+12 2.11442e+13 7.02701e+13 8.74611e+13 2.07437e+14 7.46628e+13 1.29219e+14 1.42315e+14 1.82652e+14 1.33994e+14 1.38395e+14 1.01579e+14 1.05542e+14 1.78325e+14 2.14249e+14 1.75952e+14 1.01995e+14 9.35078e+13 9.19867e+13 8.19348e+13 7.94426e+13 1.29497e+14 1.22505e+14 9.94594e+13 7.94264e+13 7.1435e+13 6.78356e+13 1.05947e+14 1.49723e+14 6.77158e+13
threshold=68.00500000000001 82.825258850000026 55.030407050000001 82.886781200000016 55.046782850000007 55.043091000000011 82.93515810000001 82.911604200000014 82.901648750000021 82.895858600000011 4.5000000000000009 82.901648750000021 82.906746050000024 11.500000000000002 92.02500000000002 2.5000000000000004 55.046782850000007 55.034466500000008 106.49500000000002 96.050000000000011 6.5000000000000009 5.5000000000000009 10.500000000000002 120.05000000000001 55.061158000000006 82.895858600000011 98.020000000000024 11.500000000000002 77.565000000000012 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 -4 6 7 8 9 17 -11 16 13 14 15 -13 -7 -5 -16 -10 21 23 -23 -9 -17 -18 27 28 -27 -21
right_child=1 2 3 5 -6 11 -8 20 19 10 -12 12 -14 -15 18 24 25 -19 -20 29 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=38.291371294352544 -444.96263609792334 -567.06348798495708 -27477.662816230528 -108993.9490036232 71114.574071205992 75239.558589680993 2366.0605168397865 37009.51817421741 9424.3498544369104 87799.740628694242 -110832.13511513158 147319.43917735707 1422.2973116736134 9216.4907524757346 267784.62334531586 75332.560603332517 7261.1596799462468 16391.064068957548 114404.95011718752 -6517.9450130988025 76708.564619649595 173406.64906250002 -61256.073831992573 145124.03602609536 -56019.791636694936 10165.888938288103 -63187.890185444958 -30998.622312352487 268247.48113839288 -86921.03124165925
leaf_weight=3322544 591590 109554 339 69 576 111 5694 693 318 456 38 88 35308 1906 58 64 585 431 120 167 614 25 202 97 164 114 524 1046 28 281
leaf_count=3322544 591590 109554 339 69 576 111 5694 693 318 456 38 88 35308 1906 58 64 585 431 120 167 614 25 202 97 164 114 524 1046 28 281
internal_value=0 -169.349 851.824 3953.52 34587 3383.83 11569.6 27023.8 7302.65 35582.5 72520.4 1530 2801.62 23093.7 76636.1 27209.3 -18382.8 -912.068 164383 -29394.7 48304.8 31156.4 -35412.2 50284.3 -19149 -22907 -33215.6 -19995.6 61055.2 -56949.3
internal_weight=0 751260 159670 50116 915 49201 9085 3391 1760 994 494 40116 37708 2400 494 316 2408 500 178 766 1631 1017 227 790 228 2297 1712 1188 142 448
internal_count=4073804 751260 159670 50116 915 49201 9085 3391 1760 994 494 40116 37708 2400 494 316 2408 500 178 766 1631 1017 227 790 228 2297 1712 1188 142 448
is_linear=0
shrinkage=0.1


Tree=1594
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 6 1 3 4 0 6 0 0 4 0 1 7 7 4 4 0 1 0 4 4 6 5 5 1 6
split_gain=2.64447e+12 1.18835e+13 2.1028e+13 3.67739e+13 4.36947e+13 5.48783e+13 2.81002e+13 2.93679e+13 2.93179e+13 2.62846e+13 2.79157e+13 3.45583e+13 2.3876e+13 2.27061e+13 2.2235e+13 2.19629e+13 1.89036e+13 1.63256e+13 2.02543e+13 2.89531e+13 3.13616e+13 3.08036e+13 2.7755e+13 2.61255e+13 1.90045e+13 2.83588e+13 2.21032e+13 2.13116e+13 2.54716e+13 2.38968e+13
threshold=102.04000000000001 82.948524700000021 82.961694200000011 110.01500000000001 55.039488700000007 116.05000000000001 82.966990000000024 9.5000000000000018 16.500000000000004 55.02095400000001 156.15000000000003 55.034466500000008 55.071632200000003 4.5000000000000009 55.02095400000001 82.973036600000015 6.0000000000000009 6.0000000000000009 8.5000000000000018 14.500000000000002 55.029726000000004 92.865667950000017 56.020150250000007 11.500000000000002 10.500000000000002 110.01500000000001 2.5000000000000004 3.5000000000000004 83.754481100000007 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 7 8 13 -5 11 -11 -7 -4 -3 16 -8 24 -19 23 -21 -22 -23 -20 -17 26 -26 29 -29 -28
right_child=1 2 6 4 5 12 15 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 19 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=13.251256019808018 -163.38282302601758 -60354.933483018438 117113.29292367789 -1467.3971766293962 54554.516084558825 -121779.62381249999 -43771.467051306761 -59857.340044642857 150906.79806547621 -37956.624941934126 146605.68500000003 122655.98898809525 -16223.399427083334 18828.431549744899 -11725.226357106854 -3302.9398694955835 21686.286060014205 -43253.208213606435 -10183.390604413007 -54368.30116510042 32659.017689324817 -125834.56778846156 -14132.880450320554 45280.365490644908 123162.12017415365 140.40543528487044 -5063.0098595883674 114872.20956935508 16325.854969618056 51123.52243102478
leaf_weight=3966508 97876 239 26 654 34 75 223 35 21 37 25 21 30 245 155 5001 55 191 185 191 137 26 154 157 24 1025 238 51 54 111
leaf_count=3966508 97876 239 26 654 34 75 223 35 21 37 25 21 30 245 155 5001 55 191 185 191 137 26 154 157 24 1025 238 51 54 111
internal_value=0 -489.871 -3882.16 -15851 -4438.9 -55865.6 -2017.08 26703.2 37078.6 5260.31 58271.4 20196.2 -91620.7 28258 -41224 -3217.59 -30821.2 -2200.52 -13827.6 -7215.45 -22358.7 -3072.17 -30267.6 15278 -339.545 9520.69 29635.3 24691.2 64191.2 12807.2
internal_weight=0 107296 9420 1270 876 139 8150 327 292 737 83 58 105 271 394 7823 278 7545 1041 850 508 317 180 342 6504 1503 478 454 105 349
internal_count=4073804 107296 9420 1270 876 139 8150 327 292 737 83 58 105 271 394 7823 278 7545 1041 850 508 317 180 342 6504 1503 478 454 105 349
is_linear=0
shrinkage=0.1


Tree=1595
num_leaves=31
num_cat=0
split_feature=3 0 4 0 6 6 0 3 6 1 6 6 6 3 7 4 4 6 3 1 1 6 3 0 6 6 1 1 1 4
split_gain=2.53339e+12 1.54076e+13 2.26801e+13 3.48632e+13 5.45022e+13 4.87301e+13 3.42155e+13 6.0755e+13 5.42564e+13 3.22934e+13 8.03299e+13 3.87232e+13 3.58928e+13 2.94112e+13 2.8596e+13 2.83481e+13 2.31715e+13 2.22204e+13 2.1188e+13 2.06039e+13 1.69018e+13 4.42523e+13 1.59563e+13 2.08323e+13 6.40791e+13 2.64858e+13 3.50557e+13 9.37751e+13 6.90453e+13 3.27163e+13
threshold=18.500000000000004 45.029425500000009 24.500000000000004 45.00849250000001 112.00500000000001 168.45000000000002 44.046956350000009 19.500000000000004 81.705000000000013 39.044653900000007 114.05000000000001 168.45000000000002 130.05000000000004 21.500000000000004 6.0000000000000009 19.500000000000004 23.500000000000004 39.355000000000011 20.500000000000004 39.749243900000003 39.718675700000013 99.050000000000011 20.500000000000004 45.040161900000008 100.05000000000001 138.05000000000004 39.749243900000003 39.029038350000008 38.958307950000012 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 6 -6 7 8 19 11 14 12 15 18 16 -5 -11 -4 -9 -2 -19 -22 23 24 -3 -25 27 28 -27 -28
right_child=1 22 17 9 5 -7 -8 13 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 21 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=13.582614356553059 71752.045238715291 -10660.73623175988 27030.564148512625 92552.03517578126 -134388.08861400464 15812.615508355035 -19.59626559584888 92399.804656862747 -140306.00575000001 16319.183619140626 185099.99194078951 -87416.094428453944 134000.75487500001 12433.213385416668 -15908.543929124915 5128.4720708151435 74186.733213205647 -12785.950299210697 204781.71606250003 -41474.317500000005 -132067.15041190907 47986.353125000001 243.83358146232678 -2153.0692086568602 -131189.23445471941 -44696.980792682931 124881.19272292564 -156977.38541666669 135670.50339133522 10529.717584783381
leaf_weight=3956431 45 442 130 40 54 36 1340 51 25 125 38 38 25 30 92 510 155 485 25 25 39 21 72380 40956 49 41 58 30 44 44
leaf_count=3956431 45 442 130 40 54 36 1340 51 25 125 38 38 25 30 92 510 155 485 25 25 39 21 72380 40956 49 41 58 30 44 44
internal_value=0 -457.845 6248.14 10410.8 1333.72 -74307.8 5751.46 44225.2 -13849.1 24882.6 46607.5 10352.1 16813.3 96272.9 32460.4 11486.5 48353 -10118.7 129368 31314.1 -18980 -69048.4 -653.596 -2212.64 -22689 -1968.45 32875.7 -4977.35 48669.7 75553.1
internal_weight=0 117373 3329 2654 1631 90 1541 201 95 1023 410 613 575 106 372 550 280 675 76 70 545 60 114044 41664 491 41173 217 115 85 102
internal_count=4073804 117373 3329 2654 1631 90 1541 201 95 1023 410 613 575 106 372 550 280 675 76 70 545 60 114044 41664 491 41173 217 115 85 102
is_linear=0
shrinkage=0.1


Tree=1596
num_leaves=31
num_cat=0
split_feature=3 6 1 1 4 6 6 6 5 0 4 0 6 1 3 0 0 0 4 0 6 6 6 4 0 3 1 4 1 0
split_gain=2.37502e+12 1.64348e+13 3.62076e+13 6.28403e+13 6.4452e+13 5.74453e+13 4.8004e+13 4.63438e+13 5.49591e+13 4.19768e+13 4.17599e+13 5.10141e+13 4.17488e+13 4.9276e+13 4.76561e+13 4.25263e+13 9.7937e+13 6.67382e+13 4.11336e+13 3.60598e+13 3.9789e+13 3.48479e+13 4.45753e+13 3.19939e+13 3.13014e+13 2.97743e+13 2.89471e+13 2.87349e+13 2.85236e+13 2.70345e+13
threshold=4.5000000000000009 98.020000000000024 49.147669400000005 49.111590500000005 6.5000000000000009 149.05000000000004 101.02000000000002 116.05000000000001 2.5000000000000004 55.812023600000011 7.5000000000000009 55.775215600000003 168.45000000000002 50.136929700000003 1.5000000000000002 54.988402950000008 54.998919050000005 54.943815050000005 9.5000000000000018 55.783232450000007 104.01000000000001 247.90000000000001 189.00000000000003 11.500000000000002 54.762682300000009 2.5000000000000004 60.590708550000009 13.500000000000002 49.176406850000006 54.988402950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 8 26 19 -6 -12 -9 14 -14 17 -17 18 -15 -5 -21 22 -16 24 -4 -13 -8 -20 -26 -30
right_child=-2 2 6 4 10 -7 7 12 -10 -11 11 25 13 15 21 16 -18 -19 27 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=132.48191066306217 -72.104796160451386 -180.68942266797296 2024.5516598145475 -9142.6480342741943 -96174.073139880958 131756.7789085478 -108325.71548127949 -10306.660026718217 4779.6882594126482 -49552.985512907617 -126064.56536458334 -24396.290657552086 82912.265922619059 4305.8382834350805 -43340.675745738641 158994.55672789228 12509.37292678379 -106937.24667968751 -184923.36503906251 205618.46626420456 60664.811518411072 19685.611868990385 -189198.66257812502 3926.7118781026948 -133625.82239583333 54833.475604906707 -25204.842703613282 -19307.035511363636 -41249.547608919675 -17160.301396331135
leaf_weight=1862384 2153416 35381 518 62 42 85 53 8378 7407 46 24 72 21 581 44 47 1579 68 20 22 136 26 40 683 24 139 200 22 652 1632
leaf_count=1862384 2153416 35381 518 62 42 85 53 8378 7407 46 24 72 21 581 44 47 1579 68 20 22 136 26 40 683 24 139 200 22 652 1632
internal_value=0 80.8543 -1576.8 375.866 31731.7 60191.1 -4773.59 -2738.2 3214.22 37322.3 -4330.47 12084.1 -6949.88 4538.33 -55129.4 7911.86 16743.6 -12870.1 -2602.78 55487.2 80848.2 -81482.8 -112797 -15496.3 -20190.6 27797.7 -42617.5 -98172 -25176.5 -24036.9
internal_weight=0 1.92039e+06 58004 36009 628 351 21995 18486 7660 266 277 235 10826 2448 131 2317 1626 691 623 220 158 110 84 3509 2826 211 253 42 2308 2284
internal_count=4073804 1920388 58004 36009 628 351 21995 18486 7660 266 277 235 10826 2448 131 2317 1626 691 623 220 158 110 84 3509 2826 211 253 42 2308 2284
is_linear=0
shrinkage=0.1


Tree=1597
num_leaves=31
num_cat=0
split_feature=6 4 6 4 0 1 0 2 1 1 0 0 3 0 2 1 5 0 4 0 1 0 3 7 4 1 3 0 5 3
split_gain=2.40041e+12 7.6502e+12 8.08008e+12 2.22219e+13 9.13887e+12 2.71054e+13 1.07274e+13 8.05132e+12 7.68689e+12 3.90929e+13 2.04658e+13 5.12391e+13 1.12169e+13 1.54459e+13 1.29712e+13 1.41351e+13 1.62923e+13 1.28117e+13 1.01414e+13 9.42312e+12 8.72709e+12 1.01581e+13 1.6906e+13 8.28639e+12 8.63651e+12 3.15825e+13 1.87028e+13 7.98178e+12 1.07238e+13 8.91644e+12
threshold=19.050000000000004 4.5000000000000009 15.450000000000001 2.5000000000000004 43.6005307 39.735861600000007 43.687280500000007 6426.0000000000009 37.631035900000008 37.534144550000008 55.840017500000009 55.685785750000008 2.5000000000000004 59.848366150000011 75.000000000000014 37.374856000000008 1.5000000000000002 55.660117850000006 7.5000000000000009 55.759969450000007 38.958307950000012 44.685196900000008 4.5000000000000009 6.0000000000000009 19.500000000000004 43.997056950000008 9.5000000000000018 57.14107305000001 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 -1 5 -4 -6 -5 9 12 11 -11 13 -3 15 -14 17 -17 -15 -13 21 22 -10 24 -22 26 -26 28 -25 -30
right_child=-2 8 4 7 6 -7 -8 -9 20 10 -12 19 14 18 -16 16 -18 -19 -20 -21 23 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-4298.9642794971978 5.4679854695014702 -3282.4929032132477 103344.09656372071 21893.308151281977 -66225.715596064823 -8264.7295352711408 -2630.9310040803643 -3726.1739149305558 96826.057061767584 -10670.043490825454 330.45148067989868 -149048.82450284093 -41457.365101841518 -72173.667301682697 -129.69992330228365 93149.00929687501 107050.46273674244 920.50860655737711 -7671.0241386217958 -84317.661286196497 -2412.6547261816227 4636.4986567243423 -6791.8664944556458 17830.136941711109 -150341.34816576086 56557.06463994566 -19812.728757440476 -14439.779046896232 12960.264692164179 -37898.854228102995
leaf_weight=814 4053237 301 32 828 27 68 1507 144 32 95 74 44 21 65 650 20 33 61 39 46 13525 1191 31 576 23 23 21 138 67 71
leaf_count=814 4053237 301 32 828 27 68 1507 144 32 95 74 44 21 65 650 20 33 61 39 46 13525 1191 31 576 23 23 21 138 67 71
internal_value=0 -1077.6 3240.89 7890.11 -1840.82 27450.1 -3750.27 18097.8 -1938.93 -8907.91 -44115.7 -61894.1 -1245.04 -14761.7 5728.52 33934.8 47822.8 23693 -47985.2 -115964 -1295.66 6706.5 45839.5 -1990.4 -2590.07 -38404.6 -88043.6 7576.28 11831.5 -13206.4
internal_weight=0 20567 3420 1786 1634 100 1534 972 17147 1449 259 185 1190 405 785 135 114 81 104 90 15698 1254 63 14444 13592 67 44 852 714 138
internal_count=4073804 20567 3420 1786 1634 100 1534 972 17147 1449 259 185 1190 405 785 135 114 81 104 90 15698 1254 63 14444 13592 67 44 852 714 138
is_linear=0
shrinkage=0.1


Tree=1598
num_leaves=31
num_cat=0
split_feature=6 6 4 1 1 1 4 0 4 7 6 6 4 4 0 1 4 0 4 0 0 1 0 1 6 0 4 4 3 0
split_gain=2.28506e+12 2.02729e+13 2.46625e+13 4.5394e+13 4.22245e+13 5.79218e+13 9.71754e+13 9.798e+13 5.11545e+13 3.97063e+13 3.88683e+13 3.58445e+13 6.125e+13 2.87907e+13 3.97198e+13 2.87896e+13 6.19784e+13 3.31021e+13 3.84035e+13 5.0857e+13 2.98524e+13 2.85992e+13 2.51683e+13 2.85759e+13 3.97279e+13 2.65273e+13 2.51587e+13 3.75708e+13 2.79612e+13 2.72945e+13
threshold=54.010000000000012 52.015000000000008 23.500000000000004 37.768783500000005 37.503969450000007 37.543519500000009 26.500000000000004 55.783232450000007 30.500000000000004 6.0000000000000009 52.990000000000002 53.705000000000005 26.500000000000004 24.500000000000004 45.059854000000009 37.488790500000007 25.500000000000004 60.028671700000011 24.500000000000004 60.01610465000001 55.876067900000002 39.044653900000007 55.82518790000001 37.682335600000009 52.610000000000007 55.876067900000002 25.500000000000004 27.500000000000004 5.5000000000000009 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -9 -4 22 -13 21 -15 17 -17 18 19 -12 -18 -5 26 -24 -25 -26 29 -28 -29 -7
right_child=-2 2 3 13 5 11 8 9 -10 -11 15 12 -14 14 -16 16 20 -19 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=7.2561228363335859 89.651600473728564 -1678.2672305102178 -7957.9167783942075 -13031.064438657408 244878.45580929486 -5813.3933614052221 -170780.266875 -64554.229374999995 20786.4440960428 87285.332166708671 35123.413004940259 117863.58127987135 -5688.4130293996714 60571.710173310435 -9380.4709876602155 -142667.74907094595 115017.25935724431 -6750.1398724665414 14185.335915029033 143634.19925631009 -36304.140820312503 23200.86846558535 13182.656789732975 163139.02102568655 -60398.066193181825 64112.958341999794 107496.38808139536 108535.96706730771 895.4333431970507 -76870.562756147541
leaf_weight=2268458 1674459 120378 1685 324 39 475 20 20 46 124 255 85 76 83 3685 37 22 549 1302 52 32 665 335 33 22 77 43 26 336 61
leaf_count=2268458 1674459 120378 1685 324 39 475 20 20 46 124 255 85 76 83 3685 37 22 549 1302 52 32 665 335 33 22 77 43 26 336 61
internal_value=0 -62.5662 -1272.69 3373.14 9350.03 21953.6 66759.5 104276 -37264.1 66196.5 3525.62 14842.9 59540.9 -3853.91 -7839.59 12129.3 -42967.7 14452.7 21687.2 53503.1 25345.3 11331.2 9731.82 28710.3 68117.6 36443.8 313.155 19123.8 8626.52 -13900.1
internal_weight=0 2.39934e+06 130887 10509 5752 1818 249 183 66 144 3934 1569 161 4757 3768 2249 91 2158 1609 307 54 989 1408 467 132 99 941 405 362 536
internal_count=4073804 2399345 130887 10509 5752 1818 249 183 66 144 3934 1569 161 4757 3768 2249 91 2158 1609 307 54 989 1408 467 132 99 941 405 362 536
is_linear=0
shrinkage=0.1


Tree=1599
num_leaves=31
num_cat=0
split_feature=4 0 1 1 4 4 0 4 0 0 0 0 4 3 6 6 0 6 6 7 4 0 0 6 6 0 6 6 6 5
split_gain=2.34721e+12 1.54011e+13 2.00927e+13 5.7313e+13 2.75438e+14 1.11117e+14 9.3039e+13 1.16536e+14 1.71306e+14 1.02171e+14 9.47737e+13 7.65948e+13 7.52548e+13 6.10277e+13 9.18514e+13 5.81e+13 5.6508e+13 4.63011e+13 8.82509e+13 6.62073e+13 5.23795e+13 9.60548e+13 4.9178e+13 4.54346e+13 4.82599e+13 8.56533e+13 4.97754e+13 5.48454e+13 5.02737e+13 4.41155e+13
threshold=19.500000000000004 60.034792100000011 37.401708450000008 37.425454150000007 21.500000000000004 25.500000000000004 55.737027400000009 22.500000000000004 55.897267000000006 55.633951400000008 55.883833400000007 55.649510000000014 23.500000000000004 5.5000000000000009 75.605000000000004 92.02500000000002 55.710673100000008 114.05000000000001 95.045000000000016 6.0000000000000009 28.500000000000004 55.743464250000009 55.82518790000001 79.015000000000015 76.00500000000001 55.622114900000007 62.010000000000012 63.855000000000011 58.995000000000012 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 -2 4 -4 6 9 -8 10 13 12 -11 -9 14 -6 16 -13 18 19 -7 -21 -22 -20 24 26 -26 28 -28 -15 -12
right_child=1 -3 3 -5 5 17 7 8 -10 11 29 15 -14 23 -16 -17 -18 -19 22 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=27.559206742248239 -1538.3979599500199 2171.7947767420014 -63022.431273619681 -128.36518042086789 48639.939941060773 44629.205433926843 9692.1150749962089 -58022.009527587892 17266.518221609931 -128381.21300621811 143714.28224188113 -27346.401291948168 102446.73837043016 23877.777055735478 198114.69886833639 91877.892695617687 16840.046594449454 -158493.18977272729 26627.938606770833 -63706.698648645382 -79311.35067347622 37219.61650534605 218678.74114583337 -53931.070653609153 -8264.592258522729 213332.10810810814 -129457.34832317074 9148.4096970578448 113883.50131696428 287147.86731418921
leaf_weight=3599339 107392 25698 461 336357 212 129 515 32 343 49 51 599 337 547 51 64 560 22 30 303 111 195 24 71 33 37 41 94 70 37
leaf_count=3599339 107392 25698 461 336357 212 129 515 32 343 49 51 599 337 547 51 64 560 22 30 303 111 195 24 71 33 37 41 94 70 37
internal_value=0 -209.067 -345.404 29.8965 10638.2 18089.9 25371.9 46795.1 70680.2 13769.2 110770 -5786.61 88530.7 35287.3 77625.5 -874.802 -5996.61 -15394.9 -11419.9 -20449.5 -34234.6 -5051.42 111984 22818.2 29447.4 108865 22054.8 -32946.7 34089.1 204022
internal_weight=0 474465 448767 341375 5018 4557 3743 1315 800 2428 457 1272 369 1156 263 1223 1159 814 792 738 609 306 54 893 822 70 752 135 617 88
internal_count=4073804 474465 448767 341375 5018 4557 3743 1315 800 2428 457 1272 369 1156 263 1223 1159 814 792 738 609 306 54 893 822 70 752 135 617 88
is_linear=0
shrinkage=0.1


Tree=1600
num_leaves=31
num_cat=0
split_feature=4 6 1 1 0 0 0 4 6 1 7 6 0 3 2 6 1 4 4 7 2 0 7 4 0 0 5 1 7 6
split_gain=2.2974e+12 1.42301e+13 2.657e+13 9.03566e+13 9.45953e+13 1.12535e+14 1.05343e+14 1.12173e+14 1.17535e+14 7.81881e+13 7.66295e+13 7.40608e+13 8.33664e+13 9.00978e+13 6.73859e+13 6.38174e+13 8.12688e+13 6.2794e+13 6.03129e+13 2.06512e+14 9.37882e+13 1.57074e+14 7.43447e+13 2.50458e+14 2.15088e+14 2.34343e+14 6.00947e+13 5.6921e+13 6.21635e+13 5.56707e+13
threshold=9.5000000000000018 80.030000000000015 30.425503950000003 30.370944000000005 59.764576050000009 59.990753350000013 59.950512650000007 6.5000000000000009 35.57500000000001 30.624707450000006 6.0000000000000009 73.995000000000019 59.91832440000001 1.5000000000000002 3338.0000000000005 76.605000000000004 30.389265100000003 5.5000000000000009 5.5000000000000009 6.0000000000000009 3338.0000000000005 59.898927250000007 6.0000000000000009 4.5000000000000009 59.825842200000004 59.764576050000009 2.5000000000000004 30.410676000000006 6.0000000000000009 47.805000000000007
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 3 -1 10 6 11 -8 -9 18 14 -6 -13 -14 -5 -15 17 -17 22 -20 21 -21 -4 -24 25 -25 -27 28 -10 -23
right_child=-2 -3 9 4 5 -7 7 8 27 -11 -12 12 13 15 -16 16 -18 -19 19 20 -22 29 23 24 -26 26 -28 -29 -30 -31
leaf_value=-308.48976775440082 69.948114111254171 932.27817657864239 10627.273253590391 17961.201706168638 -8610.3436432113849 651.66688864151206 -17831.75890711258 -18205.643489164464 -100507.10365176336 -130.2883769006385 -29984.435394181877 -82573.608951604459 -154833.02421875001 -35124.006388735565 -46856.051884594301 17638.46888786765 -67698.283165322588 194511.13270089286 5833.53769740607 -41864.715495026634 -9032.3494999035502 -92280.050845025515 2687.9893486414203 -53572.318831380217 -95254.437274639437 238452.35525323276 410924.160483871 -46892.887878579299 -281305.47585937503 -231256.01312500003
leaf_weight=83374 2181312 129228 7518 2586 7094 5281 1585 408 387 1643160 464 298 35 115 171 34 31 49 9084 368 405 49 312 24 26 58 31 227 20 70
leaf_count=83374 2181312 129228 7518 2586 7094 5281 1585 408 387 1643160 464 298 35 115 171 34 31 49 9084 368 405 49 312 24 26 58 31 227 20 70
internal_value=0 -80.6231 -154.858 -1720.16 -7985.59 -11213.8 -17307.5 -34586.3 -60071.9 -58.591 7613.32 -11378.7 -46322.5 -5402.69 13941 17436 70457.1 122057 6506.49 1324.97 -44589.6 -74159.9 12993 52428.4 164076 223745 298527 -87014.3 -109392 -174031
internal_weight=0 1.89249e+06 1.76326e+06 102159 18785 15564 10283 2627 1042 1.6611e+06 3221 7656 562 264 2757 229 114 83 17945 9976 892 487 7969 451 139 113 89 634 407 119
internal_count=4073804 1892492 1763264 102159 18785 15564 10283 2627 1042 1661105 3221 7656 562 264 2757 229 114 83 17945 9976 892 487 7969 451 139 113 89 634 407 119
is_linear=0
shrinkage=0.1


Tree=1601
num_leaves=31
num_cat=0
split_feature=6 6 1 2 5 2 0 0 0 6 4 4 1 1 0 4 0 0 5 6 1 0 6 4 1 0 6 1 1 1
split_gain=2.38706e+12 1.93724e+13 3.7545e+13 2.90405e+13 3.17227e+13 4.14611e+13 5.4048e+13 9.54156e+13 9.49413e+13 1.78791e+14 1.39661e+14 9.15682e+13 5.02724e+13 4.21735e+13 3.97505e+13 3.88616e+13 5.28689e+13 5.07443e+13 2.7683e+13 7.46367e+13 6.98489e+13 6.14285e+13 4.98425e+13 8.33637e+13 4.89233e+13 4.02657e+13 5.01181e+13 7.06267e+13 9.50414e+13 6.01303e+13
threshold=68.00500000000001 71.030000000000015 37.873748150000004 2911.0000000000005 2.5000000000000004 3999.0000000000005 55.783232450000007 55.82518790000001 55.775215600000003 70.50500000000001 10.500000000000002 18.500000000000004 49.147669400000005 50.213874250000011 55.791814000000009 9.5000000000000018 56.128722100000005 57.15297970000001 2.5000000000000004 74.015000000000015 82.991167100000027 58.010305850000002 72.020000000000024 6.5000000000000009 30.410676000000006 58.08467765000001 73.00500000000001 30.345769800000003 49.300375350000003 50.815483650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 13 12 -11 -8 -10 -5 -13 16 -9 -18 19 21 -21 -3 23 24 -23 -24 27 -27 -29 -30
right_child=1 18 3 4 -6 -7 7 15 9 10 -12 14 -14 -15 -16 -17 17 -19 -20 20 -22 22 25 -25 -26 26 -28 28 29 -31
leaf_value=36.399136440282 1402.8781926623469 4490.6046502823865 -5274.1958174857018 8090.2494181687189 -3343.830297229777 -1710.3070731722446 29760.905658292511 -8113.8011307654106 116354.44565755209 -338493.99375000002 -49449.112130737311 -785.06350473257214 -34217.381724027749 -25499.433531242074 133352.04580808885 -386.86293528828645 62708.008585205083 -8393.9761227735835 340.06080197223179 -2296.7430355976212 -15550.656750285851 -64516.974197006231 -89664.565381528257 16788.110342802385 37836.114888440148 -46977.547338607794 -463.92513764607725 19218.890588326063 -159171.92153501158 -14833.140958921371
leaf_weight=3322544 31788 27376 27482 2816 25282 10353 549 291 30 35 32 26 85 431 147 1656 400 134 536231 77590 4191 224 73 1282 59 800 1319 462 54 62
leaf_count=3322544 31788 27376 27482 2816 25282 10353 549 291 30 35 32 26 85 431 147 1656 400 134 536231 77590 4191 224 73 1282 59 800 1319 462 54 62
internal_value=0 -160.98 -1445.52 -2743.68 -1098.34 2244.06 8417.08 17757.6 -307.85 -70590.7 -200443 49752.2 5062.23 3631.63 113193 8446.86 26178.5 44865.9 39.7653 -1379.08 -2975.96 2739.19 -8321.2 5944.34 -43178.3 -16381 -14397.4 -27734.3 -1100.02 -82025.3
internal_weight=0 751260 101537 69749 42267 16985 6632 3203 3429 182 67 722 115 3247 173 2481 825 534 649723 113492 81781 31711 4335 1565 283 2770 2697 1378 578 116
internal_count=4073804 751260 101537 69749 42267 16985 6632 3203 3429 182 67 722 115 3247 173 2481 825 534 649723 113492 81781 31711 4335 1565 283 2770 2697 1378 578 116
is_linear=0
shrinkage=0.1


Tree=1602
num_leaves=31
num_cat=0
split_feature=6 0 4 1 4 4 5 3 6 5 3 1 4 0 1 5 6 6 4 4 6 6 6 7 6 4 3 4 3 6
split_gain=2.5007e+12 9.79718e+12 1.46476e+13 1.59225e+13 1.43783e+13 1.6439e+13 1.79247e+13 1.95211e+13 2.09238e+13 2.13428e+13 3.41382e+13 2.09186e+13 2.75503e+13 2.04014e+13 3.25282e+13 4.54027e+13 3.37303e+13 2.65658e+13 2.39755e+13 2.08633e+13 2.07278e+13 1.72708e+13 3.88626e+13 1.49878e+13 2.91734e+13 4.46916e+13 2.20681e+13 2.06815e+13 4.50454e+13 3.77883e+13
threshold=102.04000000000001 43.051287600000009 2.5000000000000004 47.256487700000001 13.500000000000002 10.500000000000002 1.5000000000000002 2.5000000000000004 247.90000000000001 3.5000000000000004 1.5000000000000002 47.386825600000002 8.5000000000000018 42.965693300000005 47.504912950000005 3.5000000000000004 125.02000000000002 149.05000000000004 9.5000000000000018 8.5000000000000018 156.15000000000003 168.45000000000002 247.90000000000001 6.0000000000000009 156.15000000000003 15.500000000000002 10.500000000000002 16.500000000000004 9.5000000000000018 128.05000000000004
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 5 6 -4 8 9 10 -8 -11 -13 -9 18 16 19 -17 -15 -16 -20 -7 -23 24 25 -6 -27 29 -29 -25
right_child=1 -3 4 -5 23 21 7 13 -10 11 -12 12 -14 14 15 17 -18 -19 20 -21 -22 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=12.886014209671064 36472.84480298913 -647.86067484477553 -69088.885221354169 -60146.626414535989 51614.444732481061 17157.989326799026 -35975.267897316262 -13700.371623988351 -71664.3818359375 -5402.5429707429848 33379.807081257546 91062.140618543388 -15990.635677083335 11755.792118925814 -31490.448353794643 -85999.521386718756 170347.30143581083 64900.138398437506 -41098.823578264506 100365.96629464286 48866.250416666669 143173.67859848484 -33483.697968749999 -14251.622429627865 118695.87049005681 -119073.56892996652 34.067131696428575 126853.44827016194 -68988.04704483696 -113662.005078125
leaf_weight=3966508 23 103948 33 66 66 654 108 668 23 49 207 121 30 591 21 28 37 20 175 28 30 33 20 131 22 35 28 24 23 54
leaf_count=3966508 23 103948 33 66 66 654 108 668 23 49 207 121 30 591 21 28 37 20 175 28 30 33 20 131 22 35 28 24 23 54
internal_value=0 -476.369 4848.07 -35177.5 5941.13 8365.04 4048.63 5178.57 21654.4 25822.1 9600.92 51370.4 69793.4 -368.378 9207.72 54789.7 98276.7 -23124.7 1534.38 43856.1 -27933.2 21607.3 76510.5 -12260.3 12259.9 -5892 -66136.8 -28219.6 31016.1 -43268.7
internal_weight=0 107296 3348 89 3259 2876 2169 2136 538 515 315 200 151 1598 930 134 86 48 796 49 205 707 53 383 151 129 63 232 47 185
internal_count=4073804 107296 3348 89 3259 2876 2169 2136 538 515 315 200 151 1598 930 134 86 48 796 49 205 707 53 383 151 129 63 232 47 185
is_linear=0
shrinkage=0.1


Tree=1603
num_leaves=31
num_cat=0
split_feature=4 2 6 2 0 6 6 6 5 0 0 2 1 1 0 0 3 4 1 0 0 6 4 3 4 4 3 0 1 4
split_gain=2.36901e+12 1.90006e+13 4.21875e+13 2.44183e+13 3.89347e+13 2.97912e+13 1.96517e+13 1.91532e+13 4.82392e+13 7.43069e+13 8.67452e+13 1.47574e+14 6.59065e+13 1.07935e+14 9.35266e+13 1.22727e+14 8.78037e+13 8.66373e+13 7.67672e+13 6.89823e+13 8.81067e+13 1.21609e+14 5.75119e+13 5.6427e+13 7.17092e+13 1.43469e+14 5.57318e+13 5.52875e+13 2.27744e+14 2.47424e+14
threshold=10.500000000000002 11293.500000000002 130.05000000000004 10391.500000000002 61.78914120000001 108.05000000000001 96.050000000000011 74.015000000000015 2.5000000000000004 45.07004340000001 55.721784200000009 75.000000000000014 30.205407000000005 30.242318500000007 59.963561900000009 60.002985000000002 21.500000000000004 23.500000000000004 30.425503950000003 59.939085000000013 59.990753350000013 83.820000000000007 11.500000000000002 7.5000000000000009 17.500000000000004 13.500000000000002 3.5000000000000004 59.848366150000011 30.345769800000003 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 7 5 6 -5 -2 9 -9 22 -12 -13 19 16 18 27 -18 26 -14 21 23 -11 -21 25 -25 -16 28 29 -15
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 12 13 14 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=59.011001664761807 61.643780706311375 -21171.906286691861 106250.20240162036 40672.504024706148 -3064.5958358936095 -67479.365625000006 126522.15484913794 3158.4987340639436 -256.71961482755415 -45348.372092184458 26503.268588198986 -44025.066682467499 -15585.649808492291 389059.40588541672 9699.9203845214852 -4282.8661457250855 156976.85927181607 23167.73523967935 -148386.23416940789 81925.686293141989 9036.5880685691063 27375.234158482141 -10748.30210981157 340837.70963541669 359571.17656250001 28533.912500000002 -55760.996792519109 7658.8951594295331 -8752.7217311788081 13046.991145833334
leaf_weight=2547999 1261263 690 27 331 445 24 29 11390 217455 497 1688 411 231 30 160 1271 53 556 76 68 298 175 14384 24 22 38 695 3124 10308 42
leaf_count=2547999 1261263 690 27 331 445 24 29 11390 217455 497 1688 411 231 30 160 1271 53 556 76 68 298 175 14384 24 22 38 695 3124 10308 42
internal_value=0 -98.5447 -16373.6 -90.8932 17066.9 40396.4 47588.2 -100.225 -876.506 -3835.94 -6168.72 -1739.82 -4451.36 -3504.13 -5320.18 -24488.1 -2329.47 34812.9 -52072.2 31108.9 48367.2 84209.7 -11903.9 149644 204464 149426 -43511 -4004.51 -7514.77 169719
internal_weight=0 1.5258e+06 717 1.52509e+06 829 384 360 1.52426e+06 262996 45541 34151 19270 17582 17171 16315 2202 14113 609 931 856 625 327 14881 152 84 62 855 13504 10380 72
internal_count=4073804 1525805 717 1525088 829 384 360 1524259 262996 45541 34151 19270 17582 17171 16315 2202 14113 609 931 856 625 327 14881 152 84 62 855 13504 10380 72
is_linear=0
shrinkage=0.1


Tree=1604
num_leaves=31
num_cat=0
split_feature=2 6 6 1 4 6 1 4 0 4 0 0 4 0 0 6 0 5 0 3 4 1 6 6 4 6 1 0 1 4
split_gain=2.33779e+12 1.50194e+13 7.10515e+13 1.30693e+14 6.82633e+13 5.36677e+13 5.30383e+13 8.36978e+13 7.76779e+13 7.89642e+13 4.9237e+13 4.8416e+13 5.83031e+13 7.93076e+13 5.35252e+13 6.10329e+13 5.29933e+13 1.19405e+14 6.45672e+13 1.4913e+14 6.42365e+13 1.18965e+14 6.87372e+13 7.23774e+13 6.35631e+13 6.03712e+13 6.40214e+13 1.39066e+14 5.47996e+13 5.38948e+13
threshold=36.000000000000007 51.405000000000008 46.010000000000012 37.503969450000007 9.5000000000000018 54.710000000000008 37.374856000000008 29.500000000000004 55.520061350000013 19.500000000000004 55.554045200000012 55.806294650000005 14.500000000000002 55.910578700000009 55.866549750000011 49.895000000000003 55.759969450000007 1.5000000000000002 55.791814000000009 8.5000000000000018 19.500000000000004 37.740454950000007 49.485000000000007 47.420000000000009 5.5000000000000009 47.420000000000009 37.534144550000008 55.728148450000006 37.702956500000006 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 -3 7 8 9 -7 -6 16 14 -14 15 -13 24 18 -18 -20 -19 22 23 -22 28 26 27 -26 -5 -27
right_child=-2 5 3 11 10 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 20 19 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-131.30292796501394 20.987647530809863 5151.5549506640345 -17631.386815907543 -78638.619186159165 43664.781161028361 11303.607331657939 300.53526941123761 -197471.11851222828 -9340.2462719183804 119453.38320312501 7201.635805800418 -81695.517622070329 -14378.601364782495 168561.68141276043 -17371.061556980665 -20539.881478730989 14856.773194881029 -2936.6263455521016 21126.160391235353 178272.20367268042 -184787.04925986845 16753.418819224684 -311427.89226190478 43128.45543323864 -12605.340081988325 11891.911174038723 -21147.268447425591 -210743.56927616513 13022.805856323243 -11121.834689637575
leaf_weight=124010 3783399 20731 1077 252 402 1083 115465 23 10031 72 4700 430 1878 24 583 263 361 1151 160 97 38 79 21 22 91 1332 1572 58 88 4311
leaf_count=124010 3783399 20731 1077 252 402 1083 115465 23 10031 72 4700 430 1878 24 583 263 361 1151 160 97 38 79 21 22 91 1332 1572 58 88 4311
internal_value=0 -273.427 -1003.58 -6699.77 5245.5 434.902 -337.008 -6904.4 -6512.57 18045.4 10074.7 -12461.2 -23164.2 -12070.2 -39700.9 -58486.4 -8930.19 5892.32 42129.3 80438.1 -11189.6 -70559.7 -155717 -101218 -12641.6 -10689.8 -27085.3 -89733 -54914.5 -5689.56
internal_weight=0 290405 143000 18990 6179 147405 126674 11209 11186 1155 5102 12811 3178 1902 1276 693 9633 1929 618 257 1311 160 81 60 7704 7364 1721 149 340 5643
internal_count=4073804 290405 143000 18990 6179 147405 126674 11209 11186 1155 5102 12811 3178 1902 1276 693 9633 1929 618 257 1311 160 81 60 7704 7364 1721 149 340 5643
is_linear=0
shrinkage=0.1


Tree=1605
num_leaves=31
num_cat=0
split_feature=6 6 1 2 3 0 1 1 0 0 6 7 4 1 1 6 6 5 1 1 6 0 3 0 0 1 1 5 4 1
split_gain=2.31709e+12 1.88087e+13 3.23229e+13 3.01675e+13 4.85048e+13 4.64988e+13 3.72855e+13 4.55713e+13 4.92559e+13 6.94273e+13 4.97679e+13 4.69924e+13 1.31968e+14 6.59577e+13 5.60523e+13 1.2903e+14 5.08765e+13 5.91305e+13 5.124e+13 5.75163e+13 5.01538e+13 8.94694e+13 6.53818e+13 4.9106e+13 7.71568e+13 9.49665e+13 6.1888e+13 8.70613e+13 5.64169e+13 6.84587e+13
threshold=54.010000000000012 50.995000000000012 30.084656550000002 75.000000000000014 1.5000000000000002 55.633951400000008 37.318079750000003 37.425454150000007 55.622114900000007 55.840017500000009 52.610000000000007 6.0000000000000009 21.500000000000004 37.534144550000008 37.46219940000001 53.995000000000012 52.610000000000007 1.5000000000000002 37.618684050000006 37.702956500000006 52.610000000000007 55.554045200000012 13.500000000000002 55.775215600000003 55.801384500000005 37.503969450000007 37.586700500000006 1.5000000000000002 13.500000000000002 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -10 -11 12 23 14 15 -13 17 -14 -19 -20 21 -16 -23 -9 26 -26 27 -25 -27 -30
right_child=-2 2 3 -5 6 -7 7 11 9 10 -12 13 16 -15 20 -17 -18 18 19 -21 -22 22 -24 24 25 28 -28 -29 29 -31
leaf_value=28.197875779994025 90.277754843778908 -12498.716124572253 18935.225342317332 -1174.807647968192 24314.89339704323 -29812.449099000532 17829.944679210224 10520.859164702699 -27473.140415314097 68172.490542234606 -9565.2978660506433 -1126.6870274484895 -45646.738335673021 7524.8234548820246 64547.302648595862 216000.04899553573 73327.771013382036 72573.921275423359 -144470.23500600964 75223.769566761373 -39320.110369402588 -44401.268706948416 17334.281618845547 64652.434127286593 52550.72329282733 -21762.237588416468 -10165.925479947347 -93121.128031850865 -41267.649577807053 20614.100517067294
leaf_weight=2169185 1674459 2387 258 206060 851 810 488 6951 1458 141 198 1215 96 3405 148 28 406 179 26 22 973 448 278 41 347 975 457 238 215 1061
leaf_count=2169185 1674459 2387 258 206060 851 810 488 6951 1458 141 198 1215 96 3405 148 28 406 179 26 22 973 448 278 41 347 975 457 238 215 1061
internal_value=0 -63.0032 -922.544 -801.229 2744.09 -18036.3 3819.1 2937.93 -10344.2 -17995.2 22768.1 4671.3 8649.62 -2075.01 -12653.5 3764.34 49764.6 20146.6 47971.1 -43777.1 -23702.4 -6315.6 -20761.5 5735.39 -4241.74 3855.25 -32823.2 -69935.8 -3651.34 10187.3
internal_weight=0 2.39934e+06 230160 227773 21713 1068 20645 19794 2285 1797 339 17509 11014 6495 3090 1243 729 323 227 48 1847 874 726 10285 3334 2598 736 279 2251 1276
internal_count=4073804 2399345 230160 227773 21713 1068 20645 19794 2285 1797 339 17509 11014 6495 3090 1243 729 323 227 48 1847 874 726 10285 3334 2598 736 279 2251 1276
is_linear=0
shrinkage=0.1


Tree=1606
num_leaves=31
num_cat=0
split_feature=1 6 0 3 2 1 5 6 7 2 0 0 1 3 4 4 6 1 4 6 0 6 5 4 2 1 0 5 4 6
split_gain=2.32959e+12 1.08474e+13 1.30175e+13 1.31968e+13 1.25864e+13 1.44484e+13 1.29014e+13 3.51563e+13 1.80433e+13 1.14946e+13 2.47078e+13 2.01186e+13 2.25909e+13 2.1877e+13 1.87394e+13 1.82082e+13 2.30294e+13 1.93439e+13 8.16402e+13 5.52186e+13 4.43625e+13 3.95848e+13 3.59518e+13 2.56548e+13 2.55003e+13 2.66579e+13 3.22827e+13 2.23992e+13 2.0516e+13 2.20604e+13
threshold=91.292296250000007 46.010000000000012 48.179569850000007 3.5000000000000004 3658.0000000000005 91.443676550000006 1.5000000000000002 36.605000000000011 6.0000000000000009 9236.5000000000018 51.768991500000006 52.516286950000008 92.948588300000011 10.500000000000002 5.5000000000000009 9.5000000000000018 138.05000000000004 107.59716050000002 6.5000000000000009 78.605000000000004 52.07762420000001 72.020000000000024 1.5000000000000002 4.5000000000000009 9907.0000000000018 113.48479755000001 52.02416370000001 2.5000000000000004 4.5000000000000009 96.050000000000011
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 -3 5 6 7 -2 -9 11 14 13 -13 -4 -11 17 -17 18 20 22 21 23 -20 -12 28 26 -26 -28 29 -19
right_child=1 2 9 -5 -6 -7 -8 8 -10 10 15 12 -14 -15 -16 16 -18 24 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-14.388679069712296 -2536.6911094886455 -107979.40968572444 5127.6167227740789 1551.9882457386366 -1102.2592271613919 13038.051427518956 -4352.8554619841689 26468.382531409312 -1326.1959476482907 -8960.2035067516936 -30670.912888148214 2438.2235307616947 -2546.8777214072834 26011.069511216781 -46161.80139094172 -6800.7039371956334 72478.383572635139 -15043.901974160664 -97854.223452524049 -131951.67593649842 -123657.64035470146 42315.340622648189 3200.8462518814508 5007.6202085604791 -37600.251298844734 3785.7118534087417 5289.2340857544659 -10016.707984576111 17990.940016597331 93144.960273437508
leaf_weight=3931467 2072 22 8042 22 55035 1275 2377 872 319 1591 276 35786 12186 535 148 3775 37 327 52 78 28 218 109 747 294 10604 1718 2156 1616 20
leaf_count=3931467 2072 22 8042 22 55035 1275 2377 872 319 1591 276 35786 12186 535 148 3775 37 327 52 78 28 218 109 747 294 10604 1718 2156 1616 20
internal_value=0 397.427 1163.79 -53213.7 -597.009 3424.17 1250.82 5332.93 19023.8 1193.57 -650.395 1969.45 1171.89 6430.25 -12126.3 254.461 -6031.21 1567.89 -9279.78 -62894.4 817.849 3626.32 -29438.1 -4618.26 2545.38 1122.4 -5653.45 -3228.99 13253.6 -8808.23
internal_weight=0 142337 80387 44 61950 6915 5640 3263 1191 80343 23794 56549 47972 8577 1739 22055 3812 18243 1508 239 1269 1241 161 1023 16735 14772 4168 3874 1963 347
internal_count=4073804 142337 80387 44 61950 6915 5640 3263 1191 80343 23794 56549 47972 8577 1739 22055 3812 18243 1508 239 1269 1241 161 1023 16735 14772 4168 3874 1963 347
is_linear=0
shrinkage=0.1


Tree=1607
num_leaves=31
num_cat=0
split_feature=2 1 4 4 6 6 1 0 7 0 6 0 6 4 7 6 0 4 4 1 4 4 0 6 7 4 6 4 6 4
split_gain=2.28834e+12 1.53264e+13 4.4494e+13 1.14427e+14 9.08315e+13 8.02602e+13 4.69243e+13 8.42255e+13 7.04129e+13 6.75209e+13 6.98897e+13 4.42026e+13 4.39462e+13 4.34305e+13 3.64397e+13 3.54189e+13 3.53109e+13 3.93687e+13 6.39554e+13 3.6836e+13 3.37809e+13 6.13781e+13 3.3384e+13 3.47234e+13 3.35885e+13 7.15247e+13 5.40556e+13 3.42625e+13 3.22192e+13 3.10676e+13
threshold=36.000000000000007 37.804148700000006 13.500000000000002 12.500000000000002 67.445000000000007 64.015000000000015 37.924401400000008 55.710673100000008 6.0000000000000009 55.710673100000008 48.025000000000013 55.812023600000011 40.905000000000008 26.500000000000004 6.0000000000000009 35.010000000000012 55.812023600000011 16.500000000000004 17.500000000000004 37.897576350000001 18.500000000000004 23.500000000000004 55.685785750000008 26.495000000000001 6.0000000000000009 17.500000000000004 45.305000000000007 24.500000000000004 50.410000000000004 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 -3 28 6 9 22 15 29 12 -12 -11 14 16 -9 17 19 -19 -7 -16 -22 -8 -24 -25 -26 27 -27 -5 -4
right_child=-2 2 5 4 -6 13 7 8 -10 10 11 -13 -14 -15 20 -17 -18 18 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-93.526397592352197 20.764493868729172 -199.61666215230139 10634.894659386153 2492.6266392719317 157253.53744710286 -31568.87409667969 -63630.008741155667 -11655.217647879464 70924.266697303916 448.13776852541406 36131.090340566247 -31820.1675069913 -46099.859552366346 104254.31915564905 -77251.336002052441 -82693.141715841091 -93940.744630481349 6628.071382682775 -40727.676346560824 -115943.12739583333 28032.594736136642 -105462.49253305288 -68413.306549202127 27394.969606087143 -34712.337997235627 75107.266802332946 -11833.66239799273 -17086.762064453123 66778.738693631763 -22289.228617745201
leaf_weight=274133 3783399 6216 324 166 72 376 53 112 51 834 738 110 268 26 236 188 62 893 419 60 102 52 47 1458 319 208 202 50 147 2483
leaf_count=274133 3783399 6216 324 166 72 376 53 112 51 834 738 110 268 26 236 188 62 893 419 60 102 52 47 1458 319 208 202 50 147 2483
internal_value=0 -270.52 -3252.32 3077.06 55980.5 -7572.47 -2591.15 7970.17 -37705.3 -8558.95 5735.13 27316.7 -10872.1 -24232.8 -25751.3 -56172.3 -19777.3 -17146.7 -8495.45 -43180 -53477 -17043.7 14830.3 16651 18438.2 1674.37 26907.8 57240.2 32684.5 -18488.9
internal_weight=0 290405 16272 6601 385 9671 7445 2688 351 4757 1950 848 1102 2226 2200 300 1810 1748 1312 436 390 154 2337 2284 2237 779 460 258 313 2807
internal_count=4073804 290405 16272 6601 385 9671 7445 2688 351 4757 1950 848 1102 2226 2200 300 1810 1748 1312 436 390 154 2337 2284 2237 779 460 258 313 2807
is_linear=0
shrinkage=0.1


Tree=1608
num_leaves=31
num_cat=0
split_feature=1 1 6 4 7 4 6 5 6 5 0 6 6 1 0 0 6 3 6 4 0 0 6 3 6 3 6 0 6 0
split_gain=2.30599e+12 3.85853e+13 2.30453e+13 2.41316e+13 1.8049e+13 2.7022e+13 5.41098e+13 4.51759e+13 4.16931e+13 8.50636e+13 4.37649e+13 3.99979e+13 4.43015e+13 2.9156e+13 2.65913e+13 4.55647e+13 3.85899e+13 2.6124e+13 2.70108e+13 3.04114e+13 4.35482e+13 3.11196e+13 2.78743e+13 2.74395e+13 2.77807e+13 5.53445e+13 2.97252e+13 2.89825e+13 2.94713e+13 2.38369e+13
threshold=82.970388650000018 82.965501500000016 33.585000000000008 25.500000000000004 6.0000000000000009 17.500000000000004 91.02500000000002 3.5000000000000004 75.605000000000004 2.5000000000000004 55.039488700000007 63.415000000000006 64.015000000000015 82.966990000000024 55.071632200000003 55.055052800000006 83.820000000000007 22.500000000000004 55.015000000000008 20.500000000000004 55.014210500000011 55.029726000000004 43.905000000000008 5.5000000000000009 56.205000000000005 2.5000000000000004 69.605000000000004 55.039488700000007 73.995000000000019 55.102137100000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 11 -11 -6 -13 -7 15 -4 29 18 19 20 22 -21 -15 24 25 -20 -26 -28 -29 -16
right_child=-2 2 3 -5 5 13 -8 -9 -10 10 -12 12 -14 17 16 -17 -18 -19 23 21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-7.9265248885317696 -185.29576305290513 -3745.5815607108325 1604.2103352877491 -14980.696616028905 6971.3258445434903 20202.777742302642 76956.873958333337 158758.80875 -9368.450411346179 37982.022710318844 132154.18361273871 83716.972756618925 -352.11579743806305 1860.0203394413395 14443.188184026891 -20450.021922336055 111777.48793285474 29197.528735968081 -28565.226336348685 -6978.8578937663906 -26386.455186756441 32154.211647820543 39489.034449897386 -9639.585013387752 -18461.763277926158 77039.816444493001 6042.7573727378367 171768.15028409092 36461.332656250001 -4842.8390923241532
leaf_weight=3450934 576568 4692 16551 684 9185 793 117 20 1190 573 54 144 111 1187 2296 993 37 297 76 286 493 702 236 3740 415 143 316 22 60 889
leaf_count=3450934 576568 4692 16551 684 9185 793 117 20 1190 573 54 144 111 1187 2296 993 37 297 76 286 493 702 236 3740 415 143 316 22 60 889
internal_value=0 30.5486 2898.14 3647.29 3958.62 6089.99 9301.25 8599.32 8332.54 10424.9 46092.5 8055.91 47122.2 1916 1889.46 355.929 10239.6 97.1843 -1028.77 6575.43 -773.103 20826.2 8100.67 -5656.3 8779.26 40391.5 263.787 19789.2 72763.2 9060.06
internal_weight=0 3.49724e+06 46302 41610 40926 20160 11394 11277 11257 10067 627 9440 255 8766 20766 17544 3222 7973 7676 2904 1916 988 1423 4772 1032 219 813 398 82 3185
internal_count=4073804 3497236 46302 41610 40926 20160 11394 11277 11257 10067 627 9440 255 8766 20766 17544 3222 7973 7676 2904 1916 988 1423 4772 1032 219 813 398 82 3185
is_linear=0
shrinkage=0.1


Tree=1609
num_leaves=31
num_cat=0
split_feature=4 0 5 2 0 6 5 6 0 6 3 2 6 5 2 1 6 4 1 1 0 6 0 6 1 1 6 6 1 3
split_gain=2.29852e+12 7.60633e+12 7.69496e+12 1.76482e+13 7.58914e+12 7.52346e+12 7.75538e+12 1.08475e+13 1.29354e+13 8.90901e+12 7.2659e+12 7.21742e+12 2.48839e+13 7.10119e+12 1.09245e+13 7.04069e+12 6.50475e+12 6.14118e+12 4.57136e+13 3.96812e+13 5.13641e+13 3.77634e+13 3.6323e+13 7.18451e+13 8.94534e+13 1.12048e+14 1.08591e+14 8.12912e+13 6.23928e+13 9.531e+13
threshold=2.5000000000000004 47.245981600000007 5.5000000000000009 2882.5000000000005 47.295021550000008 28.005000000000006 1.5000000000000002 93.050000000000011 54.998919050000005 37.995000000000012 4.5000000000000009 75.000000000000014 31.995000000000001 5.5000000000000009 2691.5000000000005 118.02765200000002 49.485000000000007 4.5000000000000009 42.186961750000002 49.095306150000006 56.685611200000004 32.005000000000003 44.685196900000008 70.00500000000001 39.939672500000007 40.377616600000003 81.705000000000013 93.050000000000011 39.366401150000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 15 7 9 -9 11 13 12 -7 -8 -15 -6 -3 18 21 20 -20 -2 23 28 -25 26 -26 -28 -23 -30
right_child=17 4 3 -5 5 6 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-999.67029292712255 -3651.1429824020011 3239.8451498890104 -8820.4387310606071 108447.97332589288 5592.0641667557502 -28680.824305555558 1143.2575947290504 99956.870520550277 4940.203207236842 -6420.8806981670714 57326.114470108696 -515.96799731795318 111264.00182291667 -80411.762962962966 5959.5630737304691 -20271.141255696617 20860.810145736432 19.419113325220778 -4993.6637188484738 -1007.392859871072 -41088.813324172486 13166.228753725778 825.77347503513124 15294.565731552369 202735.75872860863 -22546.704945336318 -82284.427514648443 105643.91984936873 21859.817837385213 -10641.268611179226
leaf_weight=29493 16926 531 33 21 4144 27 61123 23 38 2982 23 13192 24 27 32 108 346 3715317 23389 89547 401 3547 104820 1943 84 82 32 82 1140 4327
leaf_count=29493 16926 531 33 21 4144 27 61123 23 38 2982 23 13192 24 27 32 108 346 3715317 23389 89547 401 3547 104820 1943 84 82 32 82 1140 4327
internal_value=0 446.405 -930.617 36783.9 938.863 839.59 614.864 -1324.51 40766.2 -1482.76 1130.91 -370.814 37175.6 1109.79 -33566.3 4935.14 10191.8 -12.6392 -496.184 -1971.84 -5602.08 761.469 1405.01 6808.23 22909.6 75752.4 116462 52892.1 2837.37 -3864.02
internal_weight=0 112167 29547 54 82620 81743 77491 16286 61 16225 61205 13243 51 61182 59 4252 877 3.96164e+06 246320 113337 23790 132983 116057 11237 2223 280 198 114 9014 5467
internal_count=4073804 112167 29547 54 82620 81743 77491 16286 61 16225 61205 13243 51 61182 59 4252 877 3961637 246320 113337 23790 132983 116057 11237 2223 280 198 114 9014 5467
is_linear=0
shrinkage=0.1


Tree=1610
num_leaves=31
num_cat=0
split_feature=6 3 2 1 5 0 1 5 6 4 1 5 3 0 0 4 1 6 1 4 0 0 5 5 6 0 1 2 0 4
split_gain=2.25628e+12 1.69057e+13 2.61052e+13 1.5152e+13 1.72936e+13 1.25828e+13 1.31046e+13 1.46441e+13 8.52745e+13 2.98862e+13 1.65113e+13 1.68613e+13 1.43449e+13 1.21006e+13 1.47872e+13 1.61671e+13 1.95682e+13 1.53354e+13 1.37858e+13 1.11151e+13 1.24551e+13 1.05509e+13 1.05193e+13 9.44407e+12 2.56856e+13 2.41369e+13 2.509e+13 2.07422e+13 4.27626e+13 2.4291e+13
threshold=27.215000000000003 1.5000000000000002 75.000000000000014 37.618684050000006 1.5000000000000002 57.100506200000005 37.517483500000004 3.5000000000000004 19.050000000000004 9.5000000000000018 82.918694400000007 4.5000000000000009 5.5000000000000009 56.342669500000007 55.568628050000008 3.5000000000000004 37.234509300000006 21.020000000000003 37.290808600000013 23.500000000000004 55.696737300000009 56.904718250000009 4.5000000000000009 1.5000000000000002 15.450000000000001 55.737027400000009 37.843405600000004 3191.5000000000005 44.046956350000009 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 13 21 9 10 11 12 -9 14 -3 16 -16 -17 19 20 -19 23 -4 -8 25 26 -25 28 -28 -30
right_child=-2 5 22 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-30201.587584077777 -10.878275874573838 559.89675463284084 -1595.8642360362846 -3325.0670376275516 -125766.093125 -1873.8528602819351 1351.820035344911 11017.719290865385 189818.07544642859 70598.275117924539 46217.06482700893 -90666.764620535716 -74751.42608173078 -22533.154649017553 291.51773193359378 4638.2764591640898 -120853.794296875 61508.088583882658 24297.62598797278 -18796.790252642866 7071.8716083955487 15062.988484647678 -66521.871583984379 -52310.281459263395 -15522.848741055683 21987.474741414804 60546.800469796319 -13358.784129756357 9171.7243812807155 -35795.608281118919
leaf_weight=356 3988583 2083 13699 245 20 11570 49591 78 28 53 35 35 26 141 40 1440 20 48 1241 143 338 539 25 98 1247 491 140 682 620 149
leaf_count=356 3988583 2083 13699 245 20 11570 49591 78 28 53 35 35 26 141 40 1440 20 48 1241 143 338 539 25 98 1247 491 140 682 620 149
internal_value=0 509.134 -2621.58 -22675.9 -35284.8 1142.78 1731.29 1256.32 25163.6 4853.81 -15171.8 -30629.4 -10424.6 6383.49 7145.16 11340 -40090.3 12301.3 18535.6 5018.41 13841.1 1142.49 -1714.14 1000.97 -4076.09 2471.66 -3201.67 -176.754 9713.39 458.938
internal_weight=0 85221 14345 621 376 70876 59306 53812 255 227 174 139 104 5494 5353 3270 60 3210 1770 529 386 53557 13724 53018 3427 2180 1689 1591 909 769
internal_count=4073804 85221 14345 621 376 70876 59306 53812 255 227 174 139 104 5494 5353 3270 60 3210 1770 529 386 53557 13724 53018 3427 2180 1689 1591 909 769
is_linear=0
shrinkage=0.1


Tree=1611
num_leaves=31
num_cat=0
split_feature=0 4 3 0 6 6 5 6 6 0 1 1 1 1 4 5 6 4 2 2 6 6 7 0 2 6 5 4 4 6
split_gain=2.25422e+12 1.20882e+13 1.24797e+13 3.19e+13 1.3108e+13 2.16004e+13 1.77074e+13 2.38574e+13 2.39643e+13 1.68391e+13 1.13567e+13 1.25212e+13 4.69466e+13 7.19685e+13 4.00777e+13 3.48942e+13 3.47175e+13 3.35812e+13 4.16406e+13 3.70637e+13 6.79493e+13 2.83505e+13 2.83379e+13 2.63551e+13 2.48446e+13 4.90357e+13 4.55132e+13 4.12459e+13 3.42083e+13 3.38029e+13
threshold=44.990874950000006 29.500000000000004 20.500000000000004 43.550475500000012 92.02500000000002 120.05000000000001 1.5000000000000002 61.025000000000006 76.605000000000004 44.046956350000009 47.800771000000005 47.17130860000001 43.80299105000001 44.628646350000004 19.500000000000004 1.5000000000000002 114.05000000000001 11.500000000000002 3999.0000000000005 13916.000000000002 74.015000000000015 85.020000000000024 6.0000000000000009 43.051287600000009 2892.5000000000005 100.05000000000001 2.5000000000000004 7.5000000000000009 3.5000000000000004 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 -8 11 12 -1 16 17 -13 -14 19 21 20 -15 -19 -20 -24 25 26 -22 28 -27 -30
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 -12 15 13 14 -16 -17 -18 18 22 -21 24 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-69.340862149607673 17.972248039716074 -55976.574038461542 138680.78284970237 -4516.4995134220571 -98799.332080078137 31385.143916015626 156352.77839697266 -51378.467353219698 83361.048153409094 47548.431359493377 -6889.0917413730585 -4784.3681919141209 -16082.750609971292 -1859.7341145542887 -133592.37323369566 4236.7518800326652 -77599.313550324136 28639.300923732069 -21531.733615806843 2424.7867444684225 -172602.21409722223 125452.04422526041 138506.66932812502 6978.2027869591348 -19816.011099295436 34962.739765625003 -59362.78739972796 52047.686914062506 -130621.60128242926 3669.3885035021553
leaf_weight=184222 3849121 39 21 129 26 25 25 33 22 33 2606 5726 3818 3023 23 17071 94 61 145 6264 45 60 25 39 759 35 168 64 53 29
leaf_count=184222 3849121 39 21 129 26 25 25 33 22 33 2606 5726 3818 3023 23 17071 94 61 145 6264 45 60 25 39 759 35 168 64 53 29
internal_value=0 -307.889 -298.224 19623.8 11090.7 -34983.4 20800.6 49702.4 2517.34 94446.9 -326.11 -248.972 -503.368 -5940.79 -1729 1970.89 -17560.9 -1447.4 29960.1 -2440.16 -9737.59 76645.6 2931.65 58356.5 -30392.2 -50766.1 -83286.6 -12496 -47802 -83128.4
internal_weight=0 224683 224644 314 293 51 242 113 55 58 224330 221724 198927 14705 10793 22797 3912 10770 330 10440 4176 121 209 64 1153 394 213 181 117 82
internal_count=4073804 224683 224644 314 293 51 242 113 55 58 224330 221724 198927 14705 10793 22797 3912 10770 330 10440 4176 121 209 64 1153 394 213 181 117 82
is_linear=0
shrinkage=0.1


Tree=1612
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 6 4 4 0 4 1 4 0 0 3 5 7 0 6 6 1 6 5 6 6 6 1 6 6
split_gain=2.30979e+12 1.41189e+13 4.14045e+13 3.69564e+13 5.99348e+13 3.66083e+13 9.12522e+13 5.64696e+13 3.22174e+13 3.87946e+13 3.39773e+13 2.5778e+13 3.56087e+13 5.57075e+13 4.59101e+13 7.44585e+13 4.57942e+13 4.0549e+13 9.46868e+13 2.97484e+13 2.76644e+13 2.8828e+13 3.75405e+13 2.82955e+13 2.71504e+13 6.46961e+13 4.19326e+13 2.64219e+13 2.59954e+13 2.8438e+13
threshold=18.500000000000004 59.898927250000007 59.825842200000004 30.509101000000005 30.330566300000005 30.303340300000002 90.045000000000016 23.500000000000004 25.500000000000004 59.864072000000007 34.500000000000007 30.345769800000003 24.500000000000004 59.882709350000006 59.838047850000002 21.500000000000004 1.5000000000000002 6.0000000000000009 59.864072000000007 81.02500000000002 93.050000000000011 30.370944000000005 67.445000000000007 1.5000000000000002 70.50500000000001 58.995000000000012 80.720000000000013 30.362494150000003 51.805000000000007 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 2 -2 4 5 -4 7 -7 11 10 -10 19 13 17 15 -14 -17 18 20 -6 21 22 23 -13 25 28 -26 -19 29 -15
right_child=1 -3 3 -5 8 6 -8 -9 9 -11 -12 12 14 24 -16 16 -18 27 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=12.96936336028538 -488.12330091956767 -3111.4895340844159 2341.312251586914 -10736.063711747565 39012.337356302902 -19391.559159608645 115128.44449462891 -129305.60700183547 52747.950101645481 -34295.754057965962 -20510.347469527635 53793.049438476562 -10092.725383479421 36241.859825003245 27973.832729598969 62633.294381510423 222859.65747514204 -56140.560420185822 172222.17429070725 129827.07913371761 -97816.009798177096 -6557.786733739099 -48094.506542968753 190747.4318980824 124159.13177523226 -69495.77492187501 6981.853515625 -7124.2506550726503 78283.454303668477 -32587.471557617188
leaf_weight=3956431 94711 16899 1540 871 300 107 32 83 153 224 108 48 41 361 503 30 44 148 38 41 24 215 24 22 74 65 52 428 115 72
leaf_count=3956431 94711 16899 1540 871 300 107 32 83 153 224 108 48 41 361 503 30 44 148 38 41 24 215 24 22 74 65 52 428 115 72
internal_value=0 -437.174 12.6268 8242.12 11621.1 -3131.4 -41095.3 -67406.6 19925.9 -3766.87 22434.2 24270.3 20472.3 12945.7 41006.2 98008.9 157903 -3111.73 22671.6 49931.4 5605.81 13638.6 59832.4 96835.9 33522.6 24832.6 75800.3 -19718.7 36021.2 24796.8
internal_weight=0 117373 100474 5763 4892 1762 222 190 3130 485 261 2645 2304 1686 618 115 74 947 371 341 333 309 94 70 739 613 126 576 548 433
internal_count=4073804 117373 100474 5763 4892 1762 222 190 3130 485 261 2645 2304 1686 618 115 74 947 371 341 333 309 94 70 739 613 126 576 548 433
is_linear=0
shrinkage=0.1


Tree=1613
num_leaves=31
num_cat=0
split_feature=4 0 0 5 1 3 3 1 0 6 5 6 0 6 6 4 6 6 1 0 1 6 1 1 6 2 0 0 3 6
split_gain=2.24459e+12 1.87479e+13 2.41194e+13 2.19722e+13 2.1439e+13 2.29507e+13 2.06429e+13 3.99883e+13 3.12748e+13 3.46963e+13 2.92852e+13 5.24218e+13 3.38198e+13 4.31132e+13 5.14543e+13 4.62701e+13 3.25671e+13 1.01156e+14 2.46738e+13 7.91711e+13 4.08736e+13 3.24158e+13 8.2339e+13 1.55934e+14 2.99213e+13 2.92577e+13 2.83691e+13 4.75012e+13 4.54798e+13 2.77721e+13
threshold=5.5000000000000009 55.080855950000007 52.02416370000001 6.5000000000000009 39.712886600000012 1.5000000000000002 3.5000000000000004 36.049731800000011 55.071632200000003 52.990000000000002 2.5000000000000004 103.03500000000001 54.916864950000011 94.02500000000002 108.05000000000001 4.5000000000000009 156.15000000000003 134.05000000000004 82.648284550000014 54.973017600000006 60.307188350000011 81.02500000000002 82.941727000000014 82.92647190000001 103.03500000000001 9651.0000000000018 54.998919050000005 54.916864950000011 4.5000000000000009 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 2 3 -1 -5 -6 -4 10 18 -10 11 -8 13 -12 -15 -16 17 -17 19 20 -9 29 23 -23 -24 -26 27 28 -27 -20
right_child=-2 -3 6 4 5 -7 7 8 9 -11 12 -13 -14 14 15 16 -18 -19 21 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=332.41326330027528 -46.414310347277429 508.76524931956703 -376.24311756104339 25916.031684027781 -3029.9336181640629 -126725.04103515626 -8648.0655125216072 -1816.296097184068 2597.6135985703727 -24070.675402672034 -19743.17901498756 112331.68081714527 42337.299633789065 -142989.71611473881 808.39577174831084 -155478.01788194446 -190731.85504807695 125015.85570312501 448.36882407246026 -24068.051507407654 -21153.604091321817 33667.704745286253 15289.052821080248 257033.2760110294 -51641.523898297164 -93853.600690104184 -28559.921033960462 85793.996551983175 33961.595382063359 -5570.4698639607341
leaf_weight=294218 2928705 593538 171740 27 24 40 1120 27691 782 1297 694 37 64 67 111 36 26 20 39491 1823 1138 387 622 34 167 45 196 78 73 9513
leaf_count=294218 2928705 593538 171740 27 24 40 1120 27691 782 1297 694 37 64 67 111 36 26 20 39491 1823 1138 387 622 34 167 45 196 78 73 9513
internal_value=0 118.709 -301.032 317.218 -48813 -80339.4 -1008.34 -2277.83 -1928.48 -14039.6 -15663.6 -4779.22 -28034.1 -32755 -67486.5 -41275.6 -98242.9 -55301.6 -1618.61 -3857.62 -2579.62 -262.443 13735.4 51706.7 199.516 -16590.6 -1658.24 25243.4 -14781.5 -720.05
internal_weight=0 1.1451e+06 551561 294309 91 64 257252 85512 83337 2079 2175 1157 1018 954 260 193 82 56 81258 30652 28829 50606 1602 421 1181 559 392 196 118 49004
internal_count=4073804 1145099 551561 294309 91 64 257252 85512 83337 2079 2175 1157 1018 954 260 193 82 56 81258 30652 28829 50606 1602 421 1181 559 392 196 118 49004
is_linear=0
shrinkage=0.1


Tree=1614
num_leaves=31
num_cat=0
split_feature=0 0 1 6 4 5 6 3 6 6 0 1 1 1 4 5 4 0 0 3 3 0 1 1 1 3 0 3 1 3
split_gain=2.4638e+12 2.59167e+13 2.90539e+13 3.71434e+13 3.20995e+13 2.98125e+13 5.99845e+13 4.58596e+13 3.8751e+13 3.80789e+13 3.45141e+13 4.8125e+13 3.33078e+13 5.46211e+13 3.31115e+13 7.05165e+13 3.29413e+13 3.15924e+13 3.13988e+13 3.06175e+13 4.23104e+13 7.23214e+13 7.4606e+13 3.22685e+13 2.97576e+13 2.72466e+13 3.90721e+13 2.71458e+13 2.95521e+13 3.76488e+13
threshold=54.94110555000001 54.962581500000006 82.956351500000011 87.395000000000024 4.5000000000000009 2.5000000000000004 72.50500000000001 1.5000000000000002 62.995000000000012 59.815000000000005 54.942865800000007 82.95992385000001 82.971668900000012 82.962856350000024 11.500000000000002 1.5000000000000002 9.5000000000000018 54.94428030000001 54.945424150000001 9.5000000000000018 8.5000000000000018 54.945424150000001 82.962856350000024 82.971668900000012 82.973036600000015 2.5000000000000004 54.945424150000001 3.5000000000000004 82.966990000000024 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 8 12 -8 9 10 11 -4 13 16 -10 -16 -7 -15 -17 20 27 22 -22 -23 -21 26 -14 -9 -29 -30
right_child=1 -3 3 -5 -6 6 7 19 14 -11 -12 -13 25 17 15 18 -18 -19 -20 24 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=113.52376076510789 -11611.039236687633 22.35178562653039 46604.45749400746 -16188.67571445358 9326.9130544219988 38228.741674964302 -15886.814170327803 9104.2916559230944 -8414.0232855404502 46819.724124089349 -969.70085187336326 -7827.8747558693394 31891.111698580033 41972.372117706982 -65977.421512957313 18002.85149895418 -356.23706027622472 16311.749620808194 80193.751039953408 -11531.255877088228 4629.6197356167222 5553.2321812713953 71061.991437784833 -59782.983793885032 13495.963425350361 -4002.8240325674751 -6664.0295313517263 -9901.4696330156166 13084.885972002519 -4010.6105561460026
leaf_weight=1301151 874 2612784 165 1712 4513 239 2090 2469 11909 163 99026 10414 581 579 82 282 2981 2800 114 3372 302 1132 384 81 553 3257 480 3529 1936 3850
leaf_count=1301151 874 2612784 165 1712 4513 239 2090 2469 11909 163 99026 10414 581 579 82 282 2981 2800 114 3372 302 1132 384 81 553 3257 480 3529 1936 3850
internal_value=0 -53.2744 -1289.26 -1541 5929.89 -1376.85 1413.57 -1881.72 -2076.19 -1477.88 -1549.7 -6978.9 7359.39 11827.5 -7378.21 18428.3 2507.68 20708.8 35906.3 -219.369 2013.99 15866.1 41816.3 1190.3 -8005.13 530.987 14448.6 -218.288 -2689.3 1709.56
internal_weight=0 2.77265e+06 159869 154482 5387 152770 30615 19698 122155 109768 109605 10579 10917 6599 12387 478 3220 3379 396 17608 13683 1899 686 1213 3925 4318 1061 11784 9315 5786
internal_count=4073804 2772653 159869 154482 5387 152770 30615 19698 122155 109768 109605 10579 10917 6599 12387 478 3220 3379 396 17608 13683 1899 686 1213 3925 4318 1061 11784 9315 5786
is_linear=0
shrinkage=0.1


Tree=1615
num_leaves=31
num_cat=0
split_feature=2 1 6 1 0 1 1 1 6 2 2 0 3 4 4 6 4 4 6 0 3 7 6 0 6 0 0 1 4 6
split_gain=2.74345e+12 1.69325e+13 5.68529e+13 5.54372e+13 1.1514e+14 9.67619e+13 5.47978e+13 5.28423e+13 4.76485e+13 4.58955e+13 5.10171e+13 5.0264e+13 5.29777e+13 7.24935e+13 9.89322e+13 4.76672e+13 4.57315e+13 4.95768e+13 4.73712e+13 5.84689e+13 4.11368e+13 5.1045e+13 5.77441e+13 3.89188e+13 5.26226e+13 3.85005e+13 1.06189e+14 6.19237e+13 3.78496e+13 4.06417e+13
threshold=3338.0000000000005 56.805602900000004 39.995000000000012 56.128886000000001 58.603553700000006 54.62357655000001 55.90712030000001 60.516422150000004 68.515000000000015 7457.0000000000009 5972.5000000000009 44.739668300000005 12.500000000000002 11.500000000000002 6.5000000000000009 53.310000000000009 26.500000000000004 5.5000000000000009 51.015000000000008 57.670849000000011 5.5000000000000009 6.0000000000000009 61.025000000000006 45.029425500000009 122.65000000000002 57.978821400000008 58.603553700000006 59.999510900000011 8.5000000000000018 59.815000000000005
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 -2 5 -5 9 -7 16 -8 10 -4 12 13 14 -12 -15 17 25 -19 -20 28 -22 -23 -13 -25 -3 -27 -28 29 -16
right_child=1 7 3 4 -6 6 8 -9 -10 -11 11 23 -14 15 20 -17 -18 18 19 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-68.314077953311241 -1483.6222106146797 727.91879075028567 1884.9709664558145 8144.0093549479907 -30634.365003619281 -30476.220987276625 -1149.4208233020192 75.411586582543904 -28526.832340207809 -658.32156871803568 -6018.9803414818552 -6724.7983600539201 143302.40943859014 -97104.961284722231 114098.00259232955 9491.1887692715263 42888.055478172479 -2427.4657797213854 -14924.501266955242 2047.3455948045457 -17809.398436118074 29942.261776620373 254126.94777343748 9853.1083633008438 106324.13205866228 -35740.120777884935 5532.4403568012767 -20292.599061613131 95715.511678641196 306314.04346590908
leaf_weight=2406287 86889 30001 145162 18905 798 1268 3189 1264352 794 75768 155 1580 43 54 22 188 217 13288 9120 2611 53 27 20 7051 57 1126 3395 1278 84 22
leaf_count=2406287 86889 30001 145162 18905 798 1268 3189 1264352 794 75768 155 1580 43 54 22 188 217 13288 9120 2611 53 27 20 7051 57 1126 3395 1278 84 22
internal_value=0 98.5797 725.774 1477.9 6573.43 1051.65 -12370.9 -63.321 -6607.03 1357.71 2346.27 9503.59 35937.1 28550.4 55622.2 -14294.7 -2937.15 -3100.65 -6515.93 -11147 97527.4 49470.8 125340 7471.17 10626.7 -713.866 -8172.91 -1530.35 135072 210206
internal_weight=0 1.66752e+06 342129 255240 19703 235537 5251 1.32539e+06 3983 230286 154518 9356 668 625 383 242 61036 60819 25019 11731 228 100 47 8688 7108 35800 5799 4673 128 44
internal_count=4073804 1667517 342129 255240 19703 235537 5251 1325388 3983 230286 154518 9356 668 625 383 242 61036 60819 25019 11731 228 100 47 8688 7108 35800 5799 4673 128 44
is_linear=0
shrinkage=0.1


Tree=1616
num_leaves=31
num_cat=0
split_feature=0 1 4 4 4 3 1 3 6 3 6 5 1 1 4 6 4 6 4 4 6 4 6 5 6 4 4 4 6 6
split_gain=2.63218e+12 9.58298e+12 1.92036e+13 1.00509e+13 1.47969e+13 1.35555e+13 9.04271e+12 7.54652e+12 7.50274e+12 1.40751e+13 8.95935e+12 9.3153e+12 7.92325e+12 1.45502e+13 9.30247e+12 2.03889e+13 3.55113e+13 1.72555e+13 2.21659e+13 1.26925e+13 2.74618e+13 1.20162e+13 1.09278e+13 7.82208e+12 9.4702e+12 8.1692e+12 7.89143e+12 7.77291e+12 7.67225e+12 9.98843e+12
threshold=42.965693300000005 47.504912950000005 11.500000000000002 13.500000000000002 12.500000000000002 6.5000000000000009 44.064675150000006 9.5000000000000018 50.010000000000012 12.500000000000002 40.610000000000007 2.5000000000000004 47.800771000000005 47.899251850000006 6.5000000000000009 138.05000000000004 12.500000000000002 122.65000000000002 13.500000000000002 9.5000000000000018 168.45000000000002 10.500000000000002 58.995000000000012 4.5000000000000009 82.00500000000001 4.5000000000000009 5.5000000000000009 13.500000000000002 86.030000000000015 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 6 4 5 -4 -1 -8 10 12 11 -3 14 -14 22 17 19 -16 21 -17 -21 -19 -10 24 -15 -26 -27 -12 29 -24
right_child=-2 8 3 -5 -6 -7 7 -9 9 -11 27 -13 13 23 15 16 -18 18 -20 20 -22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=-61810.862713067909 5.0005250273877593 -3961.7116954769926 -3918.0979309082031 -12917.673226351353 101499.51822916667 59977.259922724188 4014.094629399624 -34721.526539963947 -8950.8754129583194 -29359.553683354305 3813.6784688051735 -62282.859402901784 -28603.026702241445 -726.55915981265844 -3652.8445063061081 -38441.452633928573 150433.38604403409 -61632.03744673296 -135045.0738095238 -781.94544836391105 124131.12397460938 7669.6261645349969 13096.055194192564 38691.562954101559 -46190.487491957727 5761.7182239583344 -24390.799925335636 30311.204200481548 -1346.4030716959637 84594.343819580085
leaf_weight=22 4058099 1251 64 37 36 69 1534 52 440 208 2426 28 315 993 6045 35 22 44 21 66 24 58 848 40 85 150 206 116 450 20
leaf_count=22 4058099 1251 64 37 36 69 1534 52 440 208 2426 28 315 993 6045 35 22 44 21 66 24 58 848 40 85 150 206 116 450 20
internal_value=0 -1292.11 5543.53 34289.8 44625.2 29230.6 1860.86 2744.07 -2184.77 -3616.35 1588.08 -5238.48 -3073.4 -9094.58 -1739.09 -3530.13 33276.3 -4407.32 -41487.1 12656.7 32528.2 -22225.2 4694.58 -4925.54 -6142.2 -18336.6 -11686.1 5022.85 9249.97 14743.5
internal_weight=0 15705 1814 206 169 133 1608 1586 13891 10070 3821 1279 9862 1789 8073 6315 147 6168 123 125 90 102 1758 1474 1434 441 356 2542 1318 868
internal_count=4073804 15705 1814 206 169 133 1608 1586 13891 10070 3821 1279 9862 1789 8073 6315 147 6168 123 125 90 102 1758 1474 1434 441 356 2542 1318 868
is_linear=0
shrinkage=0.1


Tree=1617
num_leaves=31
num_cat=0
split_feature=1 1 2 0 6 5 5 6 4 0 6 6 4 5 6 1 7 4 4 6 0 6 0 0 1 0 0 1 4 4
split_gain=2.34824e+12 4.65228e+13 1.09093e+14 1.13851e+14 5.84581e+13 6.74908e+13 5.20765e+13 4.59872e+13 4.34978e+13 5.16755e+13 5.57485e+13 3.64811e+13 3.06141e+13 3.02304e+13 2.90969e+13 2.73086e+13 6.85421e+13 5.95121e+13 8.27113e+13 1.24066e+14 8.70942e+13 7.22135e+13 5.37217e+13 9.32852e+13 8.79119e+13 4.31308e+14 1.28264e+14 2.18561e+14 1.25066e+14 1.23721e+14
threshold=43.56803845000001 42.186961750000002 5762.5000000000009 44.249882500000005 134.05000000000004 4.5000000000000009 3.5000000000000004 118.04500000000002 4.5000000000000009 44.046956350000009 149.05000000000004 128.05000000000004 5.5000000000000009 1.5000000000000002 40.905000000000008 44.064675150000006 6.0000000000000009 25.500000000000004 24.500000000000004 77.565000000000012 56.309668500000008 96.050000000000011 56.309668500000008 56.288960650000007 43.997056950000008 56.342669500000007 56.342669500000007 43.862029600000007 11.500000000000002 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 4 -3 8 14 13 -6 10 -10 -8 -7 -4 -5 16 17 18 22 20 -20 -21 23 -2 26 -26 28 -28 29 -24
right_child=15 2 7 6 5 12 11 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-16.301045597281952 3053.6950570438657 1819.4289565320478 -3683.5517967126561 -1689.9829966418868 586.28692626953125 41398.205649038464 -33377.182089072281 -125863.41933992348 327555.15119047626 49678.197075320517 115117.51608072918 -170515.86115234377 -112059.58650841346 -36400.624222146842 -12471.760078650572 2.4443615082098695 -5239.5167874792905 -42085.031216999007 50955.715116360181 206819.62476058467 -36824.293932801978 48641.865285011576 -7235.7904077968051 -9116.349005281807 29177.938238727424 -44349.888369049077 200.46856656251131 39090.157615536904 19114.161221324222 -105540.36432992789
leaf_weight=2023178 36201 17818 391 3868 32 26 644 49 21 39 30 20 26 1017 7093 1940689 11486 290 301 62 181 54 8428 7625 4979 950 3888 2300 1988 130
leaf_count=2023178 36201 17818 391 3868 32 26 644 49 21 39 30 20 26 1017 7093 1940689 11486 290 301 62 181 54 8428 7625 4979 950 3888 2300 1988 130
internal_value=0 -75.2787 -3915.22 -2601.02 2382.71 60064.4 -10314.3 -30629.4 100725 136329 202592 -37507.9 -35330.7 -27315.1 -8667.01 76.5721 1900.73 3117.96 3313.36 40337.7 17992.7 133185 2980.36 936.308 6933.19 17396.6 3225.9 14655.3 -3480.42 -8729.08
internal_weight=0 2.05425e+06 31074 29617 17992 174 11625 1457 122 90 51 664 52 1408 10961 2.01955e+06 78863 67377 67087 598 482 116 66489 43826 22663 5929 16734 6188 10546 8558
internal_count=4073804 2054252 31074 29617 17992 174 11625 1457 122 90 51 664 52 1408 10961 2019552 78863 67377 67087 598 482 116 66489 43826 22663 5929 16734 6188 10546 8558
is_linear=0
shrinkage=0.1


Tree=1618
num_leaves=31
num_cat=0
split_feature=6 6 0 4 4 0 3 0 5 0 1 1 4 3 0 0 2 1 3 4 1 1 0 5 1 3 0 3 3 1
split_gain=2.47998e+12 1.55933e+13 3.86887e+13 4.26088e+13 6.75574e+13 4.88555e+13 4.73551e+13 8.60465e+13 4.9104e+13 3.71245e+13 9.78086e+13 3.59944e+13 3.04714e+13 5.17949e+13 1.42887e+14 3.58062e+13 2.6562e+13 2.19826e+13 5.76632e+13 3.07339e+13 3.41356e+13 2.20488e+13 2.97432e+13 2.81085e+13 3.23775e+13 3.58554e+13 2.2964e+13 2.12385e+13 3.67449e+13 2.1561e+13
threshold=103.03500000000001 104.01000000000001 55.061158000000006 3.5000000000000004 5.5000000000000009 56.309668500000008 2.5000000000000004 57.14107305000001 3.5000000000000004 59.699368850000006 30.323041000000003 30.205407000000005 6.5000000000000009 4.5000000000000009 54.431501800000014 45.097384400000003 4829.0000000000009 30.242318500000007 14.500000000000002 23.500000000000004 30.362494150000003 49.147669400000005 56.838524800000009 4.5000000000000009 37.858952300000006 14.500000000000002 56.83050475000001 7.5000000000000009 4.5000000000000009 39.366401150000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -5 9 -8 -11 -6 13 15 -15 -2 -7 18 -13 21 -21 23 26 24 -19 27 -23 28 29 -26
right_child=1 -3 3 4 11 16 8 -9 -10 10 -12 17 -14 14 -16 -17 -18 19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=12.532028582871551 37795.365576603981 -213.27152898308907 172426.33787802421 12762.618381219161 -42676.364858294546 -50195.037311422413 -26740.105555555558 -180833.40913254314 -80927.584027777775 -50707.277431640628 262036.37687499999 1067.2849913194445 -20242.330342910784 396.55006084082265 314089.21218750003 -32624.832146972658 90461.060437500011 14058.533235301689 198613.63710049717 -114822.57495535715 -9554.9637926153646 -11774.870003873699 24994.14155508536 -60975.937417763162 104637.12175000001 155064.94431152343 -110759.621 4688.4918138586963 128720.93906250001 -4876.7561767578127
leaf_weight=3971349 113 97689 31 38 141 29 45 58 63 20 20 45 1966 53 20 200 25 607 22 35 257 375 270 38 25 32 25 92 57 64
leaf_count=3971349 113 97689 31 38 141 29 45 58 63 20 20 45 1966 53 20 200 25 607 22 35 257 375 270 38 25 32 25 92 57 64
internal_value=0 -485.765 -6071.08 2822.26 284.178 72365.7 -49502.1 -104202 -14021.4 35568 105665 6110.49 -15198.9 10488.9 86339.7 -7201.57 14923.5 9649.04 65933.3 7639.96 -22172.7 13132.3 -650.968 23224.9 26873.3 55682.7 -17961.4 42320.4 66033.6 25885.6
internal_weight=0 102455 4766 2414 2329 85 244 96 148 85 40 2085 2352 386 73 313 54 1944 67 1877 292 1585 670 915 877 270 400 238 146 89
internal_count=4073804 102455 4766 2414 2329 85 244 96 148 85 40 2085 2352 386 73 313 54 1944 67 1877 292 1585 670 915 877 270 400 238 146 89
is_linear=0
shrinkage=0.1


Tree=1619
num_leaves=31
num_cat=0
split_feature=2 3 2 2 0 5 4 6 4 1 6 6 1 1 6 2 6 1 2 0 0 0 2 1 1 1 6 4 4 0
split_gain=2.36263e+12 1.61596e+13 2.91299e+13 7.44807e+13 3.58948e+13 3.30334e+13 3.18316e+13 2.94875e+13 4.46876e+13 5.06648e+13 4.78313e+13 4.07822e+13 2.64567e+13 2.81054e+13 2.63828e+13 2.44753e+13 6.80258e+13 6.77679e+13 3.5144e+13 3.35736e+13 1.10799e+14 1.03553e+14 4.61453e+13 3.67812e+13 3.57357e+13 4.61084e+13 5.63728e+13 5.38677e+13 4.3719e+13 6.87406e+13
threshold=3338.0000000000005 1.5000000000000002 4395.5000000000009 5611.5000000000009 59.764576050000009 4.5000000000000009 5.5000000000000009 69.015000000000015 3.5000000000000004 53.67029225000001 134.05000000000004 247.90000000000001 39.366401150000009 30.277905650000005 189.00000000000003 5791.5000000000009 46.010000000000012 45.71452080000001 5873.0000000000009 55.111813300000001 55.173955500000005 54.604289300000012 3999.0000000000005 47.504912950000005 59.999510900000011 61.381045500000006 138.05000000000004 10.500000000000002 19.500000000000004 55.161746650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 -4 11 10 -10 -9 13 -2 -7 16 -3 -18 -17 21 24 22 -19 -22 -21 28 -27 -28 -26 -30
right_child=1 15 3 -5 6 14 -8 8 9 -11 -12 -13 -14 -15 -16 18 17 19 -20 20 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-63.395642157956985 -1117.5081433383202 -547.74874217260594 -4096.7357079040839 -177.49659467024719 4219.1052477770654 26343.472517853719 23633.780826661034 2775.8815678117085 4969.1520646728932 -27256.782094913564 -119458.75307617188 143704.90037202381 1543.286542174558 -30852.311292365986 128386.82635416667 -12726.333234675192 5982.1281125617325 -45083.01386402527 -35.550337251297393 -16862.794317000356 -50100.443874667559 -15752.033104508348 763.25685169961571 996.48797642118154 20579.444677302308 7071.5908446383373 -1177.3990481770834 -93552.5437159547 31755.181366621739 -17323.779010047027
leaf_weight=2406287 792 201263 34142 174240 2140 163 1395 925 894 2177 32 21 20283 531 30 2187 35267 221 973091 526 141 4464 33302 159874 5149 12751 150 109 438 819
leaf_count=2406287 792 201263 34142 174240 2140 163 1395 925 894 2177 32 21 20283 531 30 2187 35267 221 973091 526 141 4464 33302 159874 5149 12751 150 109 438 819
internal_value=0 91.4822 -671.891 -1054.13 2533.29 1017.5 11880.6 -5053.64 -13122.4 -18923.1 669.268 5904.33 649.581 -13051.9 42205.1 218.43 824.528 1915.27 -64.0086 1257.19 1827.43 -1444.24 461.016 951.463 8856.2 9552.95 6133.44 -40053.4 16497.7 -222.28
internal_weight=0 1.66752e+06 237765 212431 25334 21799 3535 38191 4049 3103 926 946 21606 1323 193 1.42975e+06 454474 253211 975278 217944 179957 37987 33523 160015 19942 19416 13010 259 6406 1257
internal_count=4073804 1667517 237765 212431 25334 21799 3535 38191 4049 3103 926 946 21606 1323 193 1429752 454474 253211 975278 217944 179957 37987 33523 160015 19942 19416 13010 259 6406 1257
is_linear=0
shrinkage=0.1


Tree=1620
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 1 0 4 7 0 1 1 3 4 6 4 6 6 6 4 1 0 7 7 0 4 3 4 7
split_gain=2.6176e+12 1.81719e+13 5.68751e+13 8.54889e+13 3.26759e+14 1.91314e+14 1.32764e+14 1.25035e+14 1.33182e+14 1.70233e+14 1.7753e+14 1.18141e+14 1.68878e+14 1.54599e+14 1.36887e+14 1.70546e+14 1.07316e+14 9.81771e+13 9.28914e+13 1.43076e+14 1.30399e+14 9.17105e+13 4.22783e+14 3.11101e+14 1.82014e+14 2.34715e+14 1.07806e+14 9.94265e+13 9.85739e+13 1.09063e+14
threshold=10.500000000000002 30.425503950000003 30.330566300000005 59.91832440000001 59.950512650000007 59.864072000000007 30.410676000000006 59.990753350000013 9.5000000000000018 6.0000000000000009 59.963561900000009 30.370944000000005 30.362494150000003 5.5000000000000009 5.5000000000000009 38.995000000000012 4.5000000000000009 55.405000000000008 48.025000000000013 78.010000000000005 9.5000000000000018 30.345769800000003 59.933037250000005 6.0000000000000009 6.0000000000000009 59.939085000000013 6.5000000000000009 3.5000000000000004 8.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 17 -11 12 14 -14 -5 -16 -13 -10 -7 -20 -21 22 28 27 25 26 -23 -24 -17 -30
right_child=-2 -3 3 4 7 18 -8 -9 9 10 -12 16 13 -15 15 21 -18 -19 19 20 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=241.04605606063234 -103.58610414451346 126.97368279010421 -7002.1049806666124 29627.252212535881 -26330.304600744079 -10346.54302905238 22790.500149039293 -2580.4437789742874 4853.8018759645065 -319082.50714285718 -1315.5051576967594 -52326.167442446247 40262.142209856393 131127.64020411388 -133919.29842233012 112372.40891331102 7185.9385703995813 143920.43029785156 -50641.727507735683 -34947.188987621477 56593.967144158181 -44817.551224973271 48940.933602430559 -461372.31145833334 126993.884903169 49743.890858147905 -149534.87279060509 -161272.17604166668 125643.8163905257 -42096.945562258021
leaf_weight=101043 1525805 2405727 11213 2395 4755 2090 1726 9552 81 21 108 331 878 238 103 269 3583 136 2142 373 267 263 45 24 71 191 157 45 59 113
leaf_count=101043 1525805 2405727 11213 2395 4755 2090 1726 9552 81 21 108 331 878 238 103 269 3583 136 2142 373 267 263 45 24 71 191 157 45 59 113
internal_value=0 62.0299 -1036.13 -4166.19 -194.981 -9387.56 -3027.92 -9330.89 -21971.6 37929.3 -53045 15078.1 25506.5 59640.3 15307.5 -10286.3 2153.11 92010.8 -26277.4 -38245.6 3242.64 8.10421 30191.7 -141472 -24554.8 -42165.2 -83961.9 -56165.6 74567.4 15442
internal_weight=0 2.548e+06 142272 41229 23418 17811 12939 14653 5101 346 129 8765 4851 1116 3735 1340 3914 217 4872 2782 640 1237 555 114 682 611 420 90 441 172
internal_count=4073804 2547999 142272 41229 23418 17811 12939 14653 5101 346 129 8765 4851 1116 3735 1340 3914 217 4872 2782 640 1237 555 114 682 611 420 90 441 172
is_linear=0
shrinkage=0.1


Tree=1621
num_leaves=31
num_cat=0
split_feature=6 6 6 6 2 4 1 4 4 0 7 6 4 6 1 1 0 0 0 5 2 0 7 4 4 1 5 0 4 3
split_gain=2.60285e+12 3.80723e+13 2.50085e+13 2.17958e+13 5.10193e+13 2.13769e+13 2.04612e+13 2.76957e+13 1.908e+13 1.95426e+13 1.8135e+13 1.7389e+13 1.71419e+13 1.88914e+13 2.57195e+13 2.83782e+13 2.00888e+13 1.97919e+13 2.60489e+13 1.70273e+13 4.03376e+13 4.21476e+13 2.50839e+13 3.0067e+13 2.28647e+13 2.26549e+13 2.2249e+13 2.17209e+13 2.13957e+13 1.89303e+13
threshold=39.305000000000007 39.025000000000013 39.005000000000003 39.355000000000011 1696.0000000000002 24.500000000000004 30.303340300000002 16.500000000000004 33.500000000000007 55.649510000000014 6.0000000000000009 38.205000000000005 24.500000000000004 38.605000000000011 37.290808600000013 38.999037500000007 55.806294650000005 55.850146250000009 55.866549750000011 1.5000000000000002 75.000000000000014 59.933037250000005 6.0000000000000009 12.500000000000002 13.500000000000002 30.323041000000003 2.5000000000000004 59.982409200000006 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 8 4 -2 -6 7 -3 11 -10 -4 19 -13 -14 -15 16 -16 -18 -19 -1 29 -22 23 28 -25 -26 27 -27 -23 -21
right_child=3 6 10 -5 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17 17 18 -20 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=103.81564394269816 130182.52968750001 6383.3596639427524 -12857.393802941606 -31.161888161751733 -5536.69142399883 32490.618691731768 6722.9938105581386 -30454.124742326236 -97381.40966796875 -13356.102083698073 -2648.0690017829525 1132.2329264557429 -1249.5151297334928 324.71859699103061 49694.904448862027 10817.401687140889 -19350.468939784791 104668.93765243902 6846.1891444830253 -4002.1859149913344 -3723.8075039261817 6143.3568481861694 20853.044688000919 -86092.233568816504 21328.333650716148 -94043.191714348592 3223.2760699604837 -21409.260247927297 59492.987087402347 12166.937748199452
leaf_weight=893191 28 473 2196 3020722 10203 150 11602 359 29 608 8377 75902 1933 1435 386 1756 106 41 81 977 37564 1246 1082 47 135 71 129 98 80 2797
leaf_count=893191 28 473 2196 3020722 10203 150 11602 359 29 608 8377 75902 1933 1435 386 1756 106 41 81 977 37564 1246 1082 47 135 71 129 98 80 2797
internal_value=0 136.284 69.9014 -46.8818 -4621.15 -4985.73 5636.68 -9511.66 120.07 -17181.4 -4768.53 130.885 1530.64 6800.81 10890.5 17287.9 35793.2 12258 39721 8.97952 -1906.34 -2828.8 8812.56 1598.94 -19846.6 -12656 -28051.6 -51924.1 9362.04 7981.13
internal_weight=0 1.0427e+06 1.03027e+06 3.0311e+06 10381 10353 12434 832 1.01969e+06 637 10573 1.01906e+06 81640 5738 3805 2370 614 228 122 937417 44226 40452 2888 1806 480 433 298 169 1326 3774
internal_count=4073804 1042701 1030267 3031103 10381 10353 12434 832 1019694 637 10573 1019057 81640 5738 3805 2370 614 228 122 937417 44226 40452 2888 1806 480 433 298 169 1326 3774
is_linear=0
shrinkage=0.1


Tree=1622
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 0 6 4 1 1 6 0 1 0 6 1 0 3 1 1 0 0 4 4 4 4 4 1 4
split_gain=2.52171e+12 1.75402e+13 6.19112e+13 1.0548e+14 5.27059e+13 1.03059e+14 1.05981e+14 1.0058e+14 8.63911e+13 3.90486e+14 2.16782e+14 1.10051e+14 1.05022e+14 2.61648e+14 3.29283e+14 1.4351e+14 1.20643e+14 8.39138e+13 8.27749e+13 7.7719e+13 7.67244e+13 8.92768e+13 8.82051e+13 9.18525e+13 8.76376e+13 2.06998e+14 8.44846e+13 3.28743e+14 1.74542e+14 2.47186e+14
threshold=10.500000000000002 30.472130500000002 59.933037250000005 30.624707450000006 6.0000000000000009 59.856552950000008 59.905532300000012 76.605000000000004 11.500000000000002 30.389265100000003 30.345769800000003 82.905000000000015 59.990753350000013 30.303340300000002 59.982409200000006 51.015000000000008 30.277905650000005 60.01610465000001 9.5000000000000018 30.389265100000003 30.410676000000006 59.933037250000005 59.950512650000007 13.500000000000002 12.500000000000002 13.500000000000002 16.500000000000004 17.500000000000004 30.438492500000006 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 -4 -2 7 -7 -6 9 10 11 12 13 14 18 -16 17 -14 -8 -9 -10 24 23 -23 -22 -26 28 -28 -24 -30
right_child=1 2 3 -5 5 6 8 19 20 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21 21 22 26 -25 25 -27 27 -29 29 -31
leaf_value=60.883242223165354 2505.0219964938215 -176.42274337550046 -19907.529124616296 88.715528970680495 -4618.9384185777553 7407.3564217279991 -51164.69284635417 -19403.127486470486 1431.6116824538024 69667.234963378913 -130648.37646816217 32160.25387444015 61902.596983962088 -17160.910905009103 -130922.87351371952 -297632.7212956461 -44112.702210870986 -67718.167942708344 137290.57560096154 -72637.4664737477 -211434.25364583335 121570.84152879902 -34044.291018021795 15500.467822459626 110367.88485208098 -42696.853702512068 39768.897223683271 -8105.3133799575699 32571.150857566852 -47228.459552193352
leaf_weight=2547999 94578 1296692 4312 6795 19834 19176 225 1817 61920 440 206 307 298 931 123 89 323 60 26 323 27 102 2572 409 97 991 1684 9675 1199 574
leaf_count=2547999 94578 1296692 4312 6795 19834 19176 225 1817 61920 440 206 307 298 931 123 89 323 60 26 323 27 102 2572 409 97 991 1684 9675 1199 574
internal_value=0 -101.671 -240.101 -7674.3 728.76 -632.32 712.475 -6841.24 -847.858 -17425.2 -32232.2 -23721 -31988.7 -47713.2 -109148 -200910 198.944 40178.4 -31643.4 -27438 -214.469 -6095.9 -4213.78 36673 -33466.9 -29050.5 -5544.21 -1007.84 -17403.5 6736.42
internal_weight=0 1.5258e+06 1.3078e+06 11107 218006 123428 101454 21974 82278 3028 2588 2382 2075 1394 463 212 681 358 251 2140 79250 17330 16215 511 1115 1088 15704 11359 4345 1773
internal_count=4073804 1525805 1307799 11107 218006 123428 101454 21974 82278 3028 2588 2382 2075 1394 463 212 681 358 251 2140 79250 17330 16215 511 1115 1088 15704 11359 4345 1773
is_linear=0
shrinkage=0.1


Tree=1623
num_leaves=31
num_cat=0
split_feature=1 3 6 4 6 6 3 0 6 3 5 4 3 5 4 6 5 4 6 3 3 6 3 5 4 4 4 0 4 4
split_gain=2.69193e+12 9.9897e+12 2.19088e+13 4.09089e+13 2.26504e+13 4.65688e+13 3.90362e+13 4.74167e+13 3.27486e+13 2.05642e+13 3.57821e+13 2.49287e+13 1.90119e+13 1.89625e+13 3.57668e+13 1.7396e+13 6.30484e+13 5.67647e+13 5.35249e+13 3.3679e+13 2.96076e+13 1.60137e+13 1.46867e+13 2.95382e+13 1.15091e+13 1.85077e+13 4.25892e+13 1.61462e+13 1.29586e+13 1.11035e+13
threshold=20.507515800000004 3.5000000000000004 168.45000000000002 5.5000000000000009 112.00500000000001 118.04500000000002 6.5000000000000009 54.73499850000001 122.65000000000002 9.5000000000000018 3.5000000000000004 14.500000000000002 5.5000000000000009 3.5000000000000004 7.5000000000000009 125.02000000000002 3.5000000000000004 8.5000000000000018 120.05000000000001 1.5000000000000002 1.5000000000000002 110.01500000000001 8.5000000000000018 3.5000000000000004 9.5000000000000018 5.5000000000000009 6.5000000000000009 54.724612400000005 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 15 4 -4 21 12 7 24 -8 10 -10 -11 -6 -9 -15 18 19 -18 29 -17 -20 -3 23 -14 25 27 -27 -7 -28 -1
right_child=-2 2 3 -5 5 6 8 13 9 11 -12 -13 22 14 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-8325.5889052452312 -5.7463367530532858 -97.798038322010356 136182.62196969698 -16961.45672772382 -139465.58107142858 -47639.448302283658 113195.14028716215 108207.09555288462 40594.799703275239 3844.9573529411764 -77291.857130821081 140458.20738636365 36144.332481060606 -88034.923242187506 71409.330974264711 -40823.885026041673 -28388.782725091631 124013.54214285716 33401.517336309531 -185629.6743534483 201323.17680896577 64085.049058493591 -120790.60000000001 -117868.8340625 -86960.526432554179 96466.620814732159 -81067.68485054349 -150387.42828125 4287.7350754310346 5368.7358720949378
leaf_weight=650 4053548 11991 33 37 35 65 37 26 52 34 51 22 33 24 34 36 81 35 21 29 21 39 21 20 62 28 46 20 29 6644
leaf_count=650 4053548 11991 33 37 35 65 37 26 52 34 51 22 33 24 34 36 81 35 21 29 21 39 21 20 62 28 46 20 29 6644
internal_value=0 1149.93 -555.967 55235 -864.229 -19210.6 -6967.98 -27757.8 28459.6 8741.22 -17776.3 57514.4 -78738.6 37243.6 5432.4 4040.91 -26585.3 17594.7 4796.55 -105430 117362 110.276 -50016.4 -21973.8 -49598.3 -37276.7 -8773.82 -71815.4 -48063.6 4148.38
internal_weight=0 20256 12739 70 12669 639 530 334 196 159 103 56 109 84 58 7517 181 116 7336 65 42 12030 74 53 250 188 103 85 75 7294
internal_count=4073804 20256 12739 70 12669 639 530 334 196 159 103 56 109 84 58 7517 181 116 7336 65 42 12030 74 53 250 188 103 85 75 7294
is_linear=0
shrinkage=0.1


Tree=1624
num_leaves=31
num_cat=0
split_feature=1 4 0 0 6 6 1 6 3 1 6 1 3 4 4 6 6 6 4 6 6 6 5 1 7 4 0 0 0 6
split_gain=2.79837e+12 1.9153e+13 3.11135e+13 2.83458e+13 1.00134e+14 4.00359e+13 4.79798e+13 6.94205e+13 3.19121e+13 5.97149e+13 3.85977e+13 2.71872e+13 5.55733e+13 5.52763e+13 1.07654e+14 6.17409e+13 1.02783e+14 8.76924e+13 7.89394e+13 7.05512e+13 6.88251e+13 6.48011e+13 5.64491e+13 8.65566e+13 8.70029e+13 5.07477e+13 9.64403e+13 9.09841e+13 1.07125e+14 8.68946e+13
threshold=30.315889700000003 21.500000000000004 59.838047850000002 59.848366150000011 35.010000000000012 59.505000000000003 30.226173900000003 76.00500000000001 16.500000000000004 30.226173900000003 50.010000000000012 30.260128500000004 19.500000000000004 18.500000000000004 20.500000000000004 83.820000000000007 56.805000000000007 61.025000000000006 19.500000000000004 59.245000000000012 52.015000000000008 118.04500000000002 2.5000000000000004 30.303340300000002 6.0000000000000009 14.500000000000002 60.034792100000011 59.838047850000002 59.848366150000011 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 7 -7 -6 -10 -11 -1 13 25 15 16 20 19 22 -18 -15 -17 -19 -24 -25 -13 27 -27 29 -29
right_child=-2 2 3 -5 5 6 -8 -9 9 10 -12 12 -14 14 -16 21 17 18 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=24.703957207908207 18.400865550343863 -18674.7097122831 -89889.912028952211 1933.5276331412542 39010.803267232484 101990.7503761574 94164.491134207594 -122741.01481933595 33512.579452462924 -31094.163281250003 -223040.1315625 -2156.3419281721531 -51659.035851208922 18931.011532171487 -14845.066053247519 -26141.905042338578 56501.911273871527 -18213.190111713346 81803.317376077583 159184.51571580319 -35283.305824246854 78329.215386603872 -56485.569741586543 270908.40520381223 47348.618993704666 -85774.680161526063 -57865.889712408163 33624.915145833329 -8383.076094495791 230450.97626953127
leaf_weight=112679 3882433 720 68 30322 178 27 182 28 59 22 20 34977 232 1485 1446 468 162 289 203 114 278 68 39 27 49 149 420 75 6553 32
leaf_count=112679 3882433 720 68 30322 178 27 182 28 59 22 20 34977 232 1485 1446 468 162 289 203 114 278 68 39 27 49 149 420 75 6553 32
internal_value=0 -373.307 1875.08 2353.82 24175.9 39207.8 69430.1 -12418.1 13535.1 -31362.7 -122497 -818.439 -2836.98 -2595.13 7779.66 18061 24330.4 52179.5 30929.4 98914.3 10382.2 -12888.1 5366.49 64623.2 126771 -3732.75 -11360.1 -8491.47 -6762.46 92488.8
internal_weight=0 191371 31626 30906 584 516 237 55 279 101 42 159745 47066 46834 4628 3182 2646 883 607 276 1763 536 404 115 76 42206 7229 6809 6660 107
internal_count=4073804 191371 31626 30906 584 516 237 55 279 101 42 159745 47066 46834 4628 3182 2646 883 607 276 1763 536 404 115 76 42206 7229 6809 6660 107
is_linear=0
shrinkage=0.1


Tree=1625
num_leaves=31
num_cat=0
split_feature=6 0 4 4 0 4 1 0 1 6 6 0 6 0 1 5 0 5 0 0 2 4 2 2 6 0 0 0 3 1
split_gain=2.49771e+12 1.29314e+13 3.13158e+13 2.71234e+13 3.03048e+13 5.20264e+13 4.30135e+13 2.88064e+13 3.55487e+13 2.97574e+13 2.48707e+13 2.70713e+13 2.40217e+13 2.31478e+13 3.74077e+13 2.17255e+13 2.12359e+13 2.83636e+13 6.40169e+13 2.75676e+13 2.1786e+13 2.18024e+13 2.09408e+13 1.98543e+13 1.99405e+13 1.82531e+13 1.74819e+13 1.70481e+13 2.30448e+13 3.33517e+13
threshold=34.010000000000012 55.039488700000007 8.5000000000000018 10.500000000000002 54.988402950000008 17.500000000000004 82.971668900000012 55.029726000000004 82.860505900000007 31.705000000000002 31.995000000000001 55.102137100000007 26.495000000000001 54.94110555000001 82.895858600000011 3.5000000000000004 55.883833400000007 4.5000000000000009 57.57007620000001 55.812023600000011 3658.0000000000005 6.5000000000000009 2970.5000000000005 6082.0000000000009 19.050000000000004 54.724612400000005 55.775215600000003 47.207933300000008 2.5000000000000004 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 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 27 13 7 -7 8 -6 12 -4 -12 -9 15 -15 25 19 20 -19 26 -18 -22 -21 24 -23 -5 -3 28 -1 -30
right_child=-2 2 10 4 5 6 -8 9 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 22 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-702.34697792789063 -30.970251606285203 770.39710726554131 297.6623233629652 -1779.3784487358735 -30677.749994161062 -6057.6675388029562 33564.464144072896 -13488.111350070227 -855.56893298868454 8861.7976419588431 13249.387133185261 2527.5986050548127 -56610.588419751861 -1446.3090030209569 27474.788719846489 101546.21359375001 -2925.8950279624846 -28330.439704241075 196828.65862771741 6752.6119711742231 678.66175381655785 -2133.8203691695594 -15284.911897788716 20620.048598586087 -20725.859309169598 -9803.1222989462021 -5010.0440959942061 -486.81345682716341 4420.9226878246509 -5610.4638645722907
leaf_weight=26070 3522711 46087 72450 24282 669 1157 359 178 993 123 2428 78234 471 1292 684 20 45874 28 23 9816 43449 1137 451 209 1171 3210 5902 151466 29120 3740
leaf_count=26070 3522711 46087 72450 24282 669 1157 359 178 993 123 2428 78234 471 1292 684 20 45874 28 23 9816 43449 1137 451 209 1171 3210 5902 151466 29120 3740
internal_value=0 197.969 629.493 -345.801 -2991.4 -11216.8 3325.15 -20274.2 -12859.8 -36236.4 1642.45 2850.33 -44783.5 -1889.58 8564.84 -2640.45 -376.666 -1342.77 73211.9 1049.32 -1384.17 154.476 5784.57 -8894.14 -11566.8 -2716.24 114.178 74.6605 1517.8 3279.19
internal_weight=0 551093 307259 243834 33438 3950 1516 2434 1662 772 153112 80662 649 29488 1976 27512 154147 91891 51 62256 91840 45966 10267 2517 2308 27492 51989 210396 58930 32860
internal_count=4073804 551093 307259 243834 33438 3950 1516 2434 1662 772 153112 80662 649 29488 1976 27512 154147 91891 51 62256 91840 45966 10267 2517 2308 27492 51989 210396 58930 32860
is_linear=0
shrinkage=0.1


Tree=1626
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 6 6 0 1 4 6 6 6 5 6 3 3 1 0 0 6 7 6 6 0 1 0 7 0 4
split_gain=2.59796e+12 3.86058e+13 1.04285e+14 7.40405e+13 5.50055e+13 3.84472e+13 3.41068e+13 1.10381e+14 1.17128e+14 6.76989e+13 8.783e+13 8.2503e+13 5.17127e+13 5.25526e+13 4.19823e+13 5.8636e+13 3.65388e+13 3.40081e+13 1.16413e+14 1.39415e+14 7.13369e+13 5.81309e+13 4.34068e+13 4.0271e+13 3.9691e+13 3.32972e+13 4.1871e+13 3.40073e+13 3.48858e+13 6.45059e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 6082.0000000000009 61.511492200000006 76.00500000000001 108.05000000000001 57.15297970000001 65.493200550000012 9.5000000000000018 149.05000000000004 168.45000000000002 118.04500000000002 2.5000000000000004 125.02000000000002 4.5000000000000009 4.5000000000000009 61.335446300000008 55.123213100000008 55.161746650000005 106.49500000000002 6.0000000000000009 122.65000000000002 142.05000000000004 55.193450100000007 65.574968200000015 56.986919400000012 6.0000000000000009 57.14107305000001 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 17 -3 6 -5 -6 -4 12 -9 10 14 -12 13 -8 15 -10 -16 -1 20 21 -19 23 24 -20 -21 26 -2 -28 -29 -30
right_child=25 2 3 4 5 -7 7 8 9 -11 11 -13 -14 -15 16 -17 -18 18 19 22 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-7.4087027841655271 -131591.04945652172 -19314.635675743102 -101.39511360528928 -26404.271328961619 -4652.1130283274751 -36096.350685916063 -156259.87983993904 -38200.604198325556 49897.621659482764 -22525.307880434786 378509.68214285717 107099.65920410157 -10419.7272404262 -39050.33263668455 75593.515222167975 272467.34968750004 -73931.268449519222 -12745.929479324073 18067.678947001674 10151.090791817314 -185924.37490946453 59538.040361500964 -46419.482547433036 87732.671144797583 -2039.6866928697084 34.589131888809213 1970.6712416221562 4471.4089175382223 147086.58460937502 18766.70552619372
leaf_weight=2935564 23 3367 80084 1637 7538 410 41 123 29 46 21 24 1064 571 44 20 26 2671 1454 6088 24 565 168 88 4758 994861 27300 3255 40 1900
leaf_count=2935564 23 3367 80084 1637 7538 410 41 123 29 46 21 24 1064 571 44 20 26 2671 1454 6088 24 565 168 88 4758 994861 27300 3255 40 1900
internal_value=0 -46.3753 -2030.09 -1395.29 -9712.15 -6274.17 -424.233 -13293.4 39292.9 84682 114752 233758 -23741.6 -46902.6 69750.2 140742 20055.7 17.5074 4642.12 8530.33 -14288.1 32097.7 4021.84 22043.4 4803.15 137.514 3286.41 3381.87 10797.8 21412.5
internal_weight=0 3.04642e+06 95045 91678 9585 7948 82093 2009 333 210 164 45 1676 612 119 49 70 2.95138e+06 15816 13121 2695 2107 11014 1542 10846 1.02738e+06 32518 32495 5195 1940
internal_count=4073804 3046425 95045 91678 9585 7948 82093 2009 333 210 164 45 1676 612 119 49 70 2951380 15816 13121 2695 2107 11014 1542 10846 1027379 32518 32495 5195 1940
is_linear=0
shrinkage=0.1


Tree=1627
num_leaves=31
num_cat=0
split_feature=4 1 0 0 2 1 1 0 0 0 6 6 1 6 1 6 1 0 0 1 6 6 1 0 0 0 6 0 0 6
split_gain=2.64226e+12 6.64583e+12 1.27232e+13 1.11471e+13 1.15139e+13 1.02823e+13 1.34402e+13 1.15986e+13 1.62884e+13 1.57503e+13 1.44732e+13 1.44753e+13 2.54124e+13 2.63283e+13 1.07994e+13 1.24891e+13 1.06737e+13 6.01649e+13 6.90251e+13 2.33203e+13 1.59258e+13 2.0604e+13 1.04319e+13 1.44546e+13 1.43819e+13 2.30759e+13 1.8429e+13 1.10604e+13 9.89362e+12 9.83482e+12
threshold=2.5000000000000004 56.805602900000004 63.565651350000003 59.898927250000007 10876.500000000002 82.971668900000012 82.991167100000027 55.026775150000006 55.030407050000001 55.02095400000001 91.02500000000002 68.515000000000015 82.901648750000021 71.715000000000018 82.961694200000011 51.015000000000008 82.911604200000014 54.943815050000005 54.810424650000009 82.906746050000024 44.820000000000007 77.565000000000012 82.648284550000014 56.782540950000005 55.214863500000007 55.183288250000011 118.04500000000002 56.872182500000008 55.02095400000001 43.905000000000008
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 4 5 7 28 9 14 16 11 29 -13 -14 15 -9 19 18 -18 -3 -20 -22 23 24 25 -12 -26 -25 -7 -10
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 22 12 13 -15 -16 -17 17 -19 20 -21 21 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-34.998034978875658 -13.551371725186454 4697.0673713130154 26593.677786931381 -8125.5445578174367 23692.035526240521 -18846.581471070454 506.12476431889354 -29533.77529761905 -502.82691161836357 44202.422398314608 -7214.8607049709426 -5864.7161698292875 -139161.01958333334 -14553.946686573519 23363.873480902781 -112701.3125 -33805.677460937499 5429.6801811493115 70316.868406883441 -103512.71843750001 208800.4453125 92423.433203125009 68218.963058035719 87447.916950757586 1267.5029411764708 112585.42946777344 -113183.55949401855 23092.012450474329 443.79210226876398 5286.077444492018
leaf_weight=77611 3961637 4738 203 1166 239 654 12764 84 6036 111 82 944 30 39 27 23 40 805 37 20 32 29 42 33 34 20 24 140 448 5712
leaf_count=77611 3961637 4738 203 1166 239 654 12764 84 6036 111 82 944 30 39 27 23 40 805 37 20 32 29 42 33 34 20 24 140 448 5712
internal_value=0 478.622 1632.19 1484.68 1822.33 1663.69 -408.674 3169.58 1537.96 6894.91 1891.82 1322.8 -10146.8 -68730.9 -33150.3 -47410.9 6168.52 15887.9 76894.1 4242.21 122078 153474 21255 15331.7 -6332.63 16275.4 -46091.6 35368 -11004.4 2311.8
internal_weight=0 112167 34556 34353 33187 32948 13866 19082 13270 5812 13136 12761 1013 69 134 107 5701 943 138 4758 98 61 375 333 160 102 58 173 1102 11748
internal_count=4073804 112167 34556 34353 33187 32948 13866 19082 13270 5812 13136 12761 1013 69 134 107 5701 943 138 4758 98 61 375 333 160 102 58 173 1102 11748
is_linear=0
shrinkage=0.1


Tree=1628
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 6 6 1 6 4 4 6 1 6 6 6 1 1 6 3 3 4 3 6 6 2 1 0 1 0
split_gain=2.61494e+12 4.36952e+13 3.8784e+13 3.07798e+13 2.63421e+13 6.23173e+13 4.72805e+13 4.01728e+13 3.25067e+13 3.02653e+13 2.81254e+13 2.80215e+13 5.48101e+13 6.62379e+13 4.68447e+13 3.70114e+13 7.81349e+13 2.89295e+13 6.06789e+13 4.53907e+13 4.18841e+13 2.47925e+13 3.31532e+13 3.58513e+13 3.14677e+13 2.57066e+13 5.8421e+13 7.27486e+13 6.18795e+13 9.99616e+13
threshold=55.026775150000006 55.017684700000011 6.5000000000000009 24.500000000000004 55.02095400000001 106.49500000000002 105.00500000000001 82.963919600000011 87.015000000000015 9.5000000000000018 15.500000000000002 81.705000000000013 82.92647190000001 90.045000000000016 112.00500000000001 74.615000000000009 82.968544750000021 82.948524700000021 156.15000000000003 23.500000000000004 18.500000000000004 5.5000000000000009 2.5000000000000004 42.005000000000003 156.15000000000003 2599.0000000000005 38.247071200000008 55.214863500000007 38.430814800000007 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 15 13 -13 -15 -6 -17 20 19 -19 -14 -2 23 -23 -25 26 -24 -28 -29 -30
right_child=21 2 3 -5 11 10 -8 8 -10 -11 -12 12 17 14 -16 16 -18 18 -20 -21 -22 22 25 24 -26 -27 27 28 29 -31
leaf_value=9.4188822307020157 465.52597527365145 964.38521788241678 116531.78129595588 85316.957814453126 1687.926055572163 14125.348816287878 -62179.158559782605 8465.5808277567612 -17052.117045852803 21313.187934085094 127482.51153245194 -29191.568385170991 -77599.675902955918 194256.60013950896 40896.438734148556 56204.567181143677 -35795.616294752712 -12954.345351774797 142067.75135869565 -164937.90198863635 59649.798125000001 363.70166036908103 196.82909646646277 -2144.4603770321769 23335.01116606787 -373.75930714949743 22333.337229767934 16159.246721935815 -9989.0642801255326 4446.6059386049674
leaf_weight=1667463 635653 30107 34 50 5458 33 92 7464 535 1834 65 106 201 28 69 338 127 184 23 22 25 89579 447842 182936 486 964612 2105 3351 5826 27156
leaf_count=1667463 635653 30107 34 50 5458 33 92 7464 535 1834 65 106 201 28 69 338 127 184 23 22 25 89579 447842 182936 486 964612 2105 3351 5826 27156
internal_value=0 93.9955 3107.74 6974.6 6739.17 9957.91 9177.05 9842.37 6758.87 23046.3 89311.2 1820.33 -17757.2 25451.9 85165.4 3995.24 31077.6 -37035.1 -11985.5 -29185.6 -62417.2 -68.2896 -265.124 -1276.11 -2076.95 -74.8969 517.943 4259.25 3212.1 1896.66
internal_weight=0 1.71426e+06 46795 16688 16638 10057 9959 9867 7999 1868 98 6581 658 203 97 5923 465 455 229 206 226 2.35955e+06 1.72389e+06 273001 183422 1.45089e+06 486280 38438 36333 32982
internal_count=4073804 1714258 46795 16688 16638 10057 9959 9867 7999 1868 98 6581 658 203 97 5923 465 455 229 206 226 2359546 1723893 273001 183422 1450892 486280 38438 36333 32982
is_linear=0
shrinkage=0.1


Tree=1629
num_leaves=31
num_cat=0
split_feature=6 1 5 1 1 5 1 1 3 1 4 4 0 1 4 3 0 2 4 4 4 1 1 2 3 3 1 3 3 6
split_gain=2.73496e+12 1.50865e+13 2.33779e+13 2.67333e+13 6.39794e+13 4.89375e+13 4.85867e+13 5.23131e+13 5.19406e+13 3.70389e+13 5.35804e+13 3.60187e+13 4.62841e+13 4.54928e+13 3.36129e+13 2.93162e+13 2.79887e+13 3.88182e+13 3.3278e+13 7.35193e+13 3.49088e+13 2.82834e+13 1.24056e+14 5.11369e+13 7.06941e+13 4.30274e+13 4.05208e+13 5.79623e+13 7.63284e+13 5.87325e+13
threshold=142.05000000000004 39.004719500000007 2.5000000000000004 60.590708550000009 60.636764050000004 3.5000000000000004 56.805602900000004 56.240615550000008 17.500000000000004 60.307188350000011 5.5000000000000009 17.500000000000004 56.818587550000011 60.605526900000008 22.500000000000004 2.5000000000000004 43.051287600000009 13505.500000000002 15.500000000000002 13.500000000000002 11.500000000000002 47.256487700000001 49.030112300000006 3062.5000000000005 4.5000000000000009 3.5000000000000004 49.147669400000005 4.5000000000000009 16.500000000000004 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 16 9 -8 -11 12 -5 -14 -12 -7 18 21 19 20 -4 -18 23 25 -25 -23 27 -24 29 -29
right_child=1 2 3 4 -6 15 8 -9 -10 10 14 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=5.7982595804779216 3085.8217111208633 9890.7170070513021 5229.6898025090459 -194563.515625 -2551.7716910659187 -38423.627982954546 -109262.62671130952 79562.651506696435 107444.07571022728 84066.898943014719 -38866.747169154864 38274.505003720238 -103034.31364493535 79131.465136718762 -170650.53697916667 60066.528366556406 -3473.1569766456446 -97418.975546875008 106730.74580357142 -130252.35460304056 73970.96551598837 -208860.02199135639 60746.013041938531 10810.583595944523 -125183.98495219217 -77432.714357311328 -17153.501664892505 -66745.058775201614 113916.85761204769 84036.722379032261
leaf_weight=4053505 5930 1298 524 20 5797 33 84 70 22 34 247 63 29 26 21 359 3506 50 35 37 86 47 182 89 67 53 1366 155 38 31
leaf_count=4053505 5930 1298 524 20 5797 33 84 70 22 34 247 63 29 26 21 359 3506 50 35 37 86 47 182 89 67 53 1366 155 38 31
internal_value=0 -1157.85 -2909.19 -4180.27 488.815 33745.9 -8560.66 -6406.77 -42009.2 -50527.3 -34190.3 -17467.8 -64291.3 -16919.6 -49193.1 51775.3 -7367.17 -9702.86 11756.7 6619.05 14921.1 -8910.34 -18310.1 -83381 -47597.3 -139204 -8909.38 18828.2 -15229.9 -41614.8
internal_weight=0 20299 14369 13071 6327 530 6744 6336 408 386 302 138 75 55 268 392 6266 5584 682 647 610 5534 2028 256 156 100 1772 406 224 186
internal_count=4073804 20299 14369 13071 6327 530 6744 6336 408 386 302 138 75 55 268 392 6266 5584 682 647 610 5534 2028 256 156 100 1772 406 224 186
is_linear=0
shrinkage=0.1


Tree=1630
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 0 6 3 0 0 0 0 6 1 1 7 0 0 0 0 1 1 6 3 6 0 6 4 0 7
split_gain=2.45085e+12 1.45961e+13 4.06113e+13 9.95903e+13 9.46838e+13 1.84239e+14 1.11069e+14 8.83152e+13 8.13517e+13 6.70234e+13 6.07111e+13 7.01022e+13 6.32336e+13 5.73635e+13 8.12956e+13 8.71916e+13 9.45535e+13 8.68203e+13 1.00155e+14 1.35399e+14 7.36241e+13 6.69392e+13 8.2334e+13 6.76438e+13 6.33797e+13 6.31133e+13 7.40135e+13 5.59927e+13 5.50948e+13 5.38473e+13
threshold=19.500000000000004 22.500000000000004 37.442254400000003 37.46219940000001 37.425454150000007 55.710673100000008 49.895000000000003 2.5000000000000004 55.897267000000006 55.667390500000003 55.850146250000009 55.81943720000001 66.990000000000023 30.438492500000006 30.389265100000003 6.0000000000000009 60.034792100000011 59.864072000000007 59.898927250000007 59.882709350000006 30.242318500000007 30.226173900000003 41.705000000000005 18.500000000000004 33.005000000000003 59.905532300000012 54.410000000000004 20.500000000000004 57.125462300000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 29 -4 9 -9 11 12 -8 14 17 16 -16 -2 19 20 -19 22 24 25 27 26 -23 -20 -5 -7
right_child=1 -3 3 28 5 6 10 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 21 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=28.161042516243089 8388.3514091235102 129.01907401638979 -67828.625090579721 308.05226207567296 136785.19181189904 40228.76660970052 -121979.35820870538 -16964.364617091051 -45288.847695963545 82346.905783731898 -1951.2931640625002 -176360.826790625 39648.37505278716 -7080.0634405715246 73095.703315902909 4319.2618072758078 11880.088431946662 -28500.605427119819 59495.319871199332 -128412.56202156009 48192.123314182252 -4359.0095902423473 30566.323066823345 -36348.710975864815 -32849.391703766472 -5875.9514445454752 177731.31002286589 -26534.082030689719 -10586.129757360875 -50706.556045755533
leaf_weight=3599339 4876 343403 69 87903 52 108 70 81 75 422 48 125 37 18990 454 2458 568 1450 185 129 137 49 1118 760 510 5154 41 128 4901 164
leaf_count=3599339 4876 343403 69 87903 52 108 70 81 75 422 48 125 37 18990 454 2458 568 1450 185 129 137 49 1118 760 510 5154 41 128 4901 164
internal_value=0 -213.632 -1111.43 5.30265 -3886.16 -43160 -60111.4 39102.7 51867.8 66354.4 -104323 -125503 -66089.4 -3245.16 796.851 14525.9 39073.7 -2489.73 -7980 -29888.6 -21880 -3248.09 12895.5 -8467.07 -11109.3 -4426.25 78593.2 24314 -267.272 -14599.9
internal_weight=0 474465 131062 93451 37611 604 552 647 578 503 280 232 107 37007 18017 3480 1022 14537 9661 1716 1587 7945 1941 6004 823 5244 90 313 92804 272
internal_count=4073804 474465 131062 93451 37611 604 552 647 578 503 280 232 107 37007 18017 3480 1022 14537 9661 1716 1587 7945 1941 6004 823 5244 90 313 92804 272
is_linear=0
shrinkage=0.1


Tree=1631
num_leaves=31
num_cat=0
split_feature=4 5 6 4 0 7 2 0 6 1 1 1 6 0 6 1 3 3 6 1 7 0 1 4 2 1 1 1 1 0
split_gain=2.52109e+12 1.41112e+13 4.14137e+13 3.86992e+13 5.17404e+13 4.84798e+13 1.0029e+14 1.42883e+14 9.47791e+13 8.31864e+13 7.54779e+13 7.04355e+13 6.17331e+13 6.03412e+13 5.86002e+13 6.76202e+13 9.57923e+13 5.70856e+13 5.80094e+13 4.79068e+13 8.34651e+13 8.47478e+13 1.16158e+14 5.33793e+13 5.00593e+13 5.3002e+13 2.21968e+14 4.6259e+13 4.49904e+13 4.28075e+13
threshold=9.5000000000000018 1.5000000000000002 50.010000000000012 16.500000000000004 45.085557650000005 6.0000000000000009 75.000000000000014 55.685785750000008 48.945000000000007 37.401708450000008 37.503969450000007 82.860505900000007 39.025000000000013 56.128722100000005 39.995000000000012 37.534144550000008 8.5000000000000018 3.5000000000000004 45.995000000000012 30.345769800000003 6.0000000000000009 59.982409200000006 30.330566300000005 11.500000000000002 75.000000000000014 37.631035900000008 37.600779750000008 37.618684050000006 82.968544750000021 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -11 -7 13 -8 -12 -16 17 -17 -19 20 -6 -22 -23 24 25 26 -21 -28 -13 -25
right_child=1 2 -4 5 19 11 12 8 -10 10 14 28 -14 -15 15 16 -18 18 -20 23 21 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-84.45702600112746 -201.13234321616028 9786.0470931820073 126.78819311010307 -4958.8790835841173 -6193.465144988284 -714.74791764188865 7991.765956953669 -39277.049216941552 8621.221855033109 133748.49265321365 -14488.230302734377 21990.377466111277 8736.5378203233195 -25931.420084650294 -25450.14645944149 99800.132109851373 51156.563489442364 353384.59068080364 130399.480625 11432.642678680937 12093.973373894769 47758.62074202871 250441.05484375 971.74760000800563 2032.0274508427917 -17168.049258093524 264415.893464152 107701.10128528228 696.39501766635158 -6836.5022142051057
leaf_weight=1892492 1008013 5556 1072399 588 1547 20309 1007 54 269 238 80 2512 13702 1094 47 41 127 28 20 259 1378 492 30 11387 19964 139 48 31 1640 18313
leaf_count=1892492 1008013 5556 1072399 588 1547 20309 1007 54 269 238 80 2512 13702 1094 47 41 127 28 20 259 1378 492 30 11387 19964 139 48 31 1640 18313
internal_value=0 73.2744 309.025 2245.89 600.351 4576.67 8628.94 33412 58370 79444.7 90479.1 1711.54 6289.11 -9672.19 60455.5 83252.1 106905 186456 260474 -352.021 11051.5 25092.6 59407 -1135.97 2796.97 34812.1 56188.6 202920 13579.5 -3842.81
internal_weight=0 2.18131e+06 1.1733e+06 100900 59144 41756 17295 1492 904 635 581 24461 15803 2101 343 263 216 89 48 53588 3447 1900 522 50141 20441 477 338 79 4152 29700
internal_count=4073804 2181312 1173299 100900 59144 41756 17295 1492 904 635 581 24461 15803 2101 343 263 216 89 48 53588 3447 1900 522 50141 20441 477 338 79 4152 29700
is_linear=0
shrinkage=0.1


Tree=1632
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 1 5 1 4 1 1 2 4 4 6 4 7 6 6 4 5 5 6 3 4 7 1 6
split_gain=2.55311e+12 1.11094e+13 8.74155e+13 1.21778e+14 9.1866e+13 6.90946e+13 5.59074e+13 4.81261e+13 5.06215e+13 4.13359e+13 7.12363e+13 3.34835e+13 9.52306e+13 2.75589e+13 2.69142e+13 2.65995e+13 2.35095e+13 4.11812e+13 5.68207e+13 3.50286e+13 2.32696e+13 2.20504e+13 2.3693e+13 2.20495e+13 2.19438e+13 2.38857e+13 3.00816e+13 3.2877e+13 4.06209e+13 2.76064e+13
threshold=44.990874950000006 45.00849250000001 9.5000000000000018 39.044653900000007 99.050000000000011 142.05000000000004 38.657016300000002 39.023883200000007 1.5000000000000002 39.069277450000008 11.500000000000002 40.965343750000009 39.105193450000009 2892.5000000000005 16.500000000000004 21.500000000000004 43.010000000000012 23.500000000000004 6.0000000000000009 40.905000000000008 65.805000000000021 22.500000000000004 1.5000000000000002 2.5000000000000004 65.805000000000021 14.500000000000002 22.500000000000004 6.0000000000000009 39.079932600000006 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 20 -9 10 -5 12 16 -8 23 -12 17 -11 -19 -20 -4 22 -14 -10 -18 26 -26 -28 -29 -27
right_child=1 -3 3 9 5 -7 13 8 14 11 15 -13 21 -15 -16 -17 24 18 19 -21 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-327.66506747059213 -26476.139335997781 3.3324322655634058 20740.624437896811 107480.49772273935 -64592.972994162817 116280.60889485676 14264.88961976879 26271.75259771444 75663.127228048572 729.9237311065433 -12814.933412241171 -10539.147650110808 22078.795262019798 686.46408180655044 37719.010240009164 -40541.401401007985 -9272.5264345602682 -333.60226376518534 9934.1594167073563 112603.5360188802 -19259.028299726066 -18029.088708639709 55725.65738252944 152407.62995345745 2273.9260393626787 23791.565610139267 11956.603355441624 129424.57311715791 -3844.4507060023716 -27153.765407062398
leaf_weight=224683 405 3816138 379 47 176 24 7309 889 184 5566 2523 3630 532 1879 158 401 5228 191 48 108 236 85 345 47 1710 138 180 66 35 464
leaf_count=224683 405 3816138 379 47 176 24 7309 889 184 5566 2523 3630 532 1879 158 401 5228 191 48 108 236 85 345 47 1710 138 180 66 35 464
internal_value=0 19.1266 1846.52 -1450.42 21566.3 -42888.1 9885.24 28376.1 39436.9 -3712.43 -14654.2 -1938.56 185.836 11488 69523.8 -16617.4 -1944.64 2813.64 36237.2 81013 5391.16 30601.7 35315 91277.8 -5542.11 1979.16 7256.69 37578.8 83242.2 -15475.3
internal_weight=0 3.84912e+06 32983 23390 2093 200 9593 1893 1278 21297 2971 18326 14696 9188 389 2924 13734 5913 347 156 615 962 877 231 7821 2593 1991 281 101 602
internal_count=4073804 3849121 32983 23390 2093 200 9593 1893 1278 21297 2971 18326 14696 9188 389 2924 13734 5913 347 156 615 962 877 231 7821 2593 1991 281 101 602
is_linear=0
shrinkage=0.1


Tree=1633
num_leaves=31
num_cat=0
split_feature=3 6 6 1 4 3 5 4 1 1 0 0 0 4 1 1 1 0 0 5 1 2 3 0 0 6 1 2 0 0
split_gain=2.44655e+12 1.60797e+13 4.54407e+13 4.83585e+13 9.88208e+13 1.32689e+14 8.04678e+13 7.95229e+13 1.49126e+14 6.61441e+13 6.55845e+13 6.76498e+13 5.83304e+13 5.86707e+13 5.5759e+13 5.5458e+13 5.50449e+13 5.07989e+13 4.66971e+13 4.41093e+13 8.65145e+13 1.04125e+14 4.35238e+13 4.2905e+13 4.17419e+13 4.09625e+13 4.04751e+13 3.83876e+13 3.80888e+13 4.96316e+13
threshold=4.5000000000000009 125.02000000000002 134.05000000000004 36.593086150000012 9.5000000000000018 3.5000000000000004 2.5000000000000004 12.500000000000002 36.555998300000006 37.768783500000005 55.043091000000011 55.685785750000008 55.390026600000006 4.5000000000000009 39.703507450000011 38.989878900000008 39.723160900000003 55.737027400000009 44.878071950000013 3.5000000000000004 50.136929700000003 9613.5000000000018 2.5000000000000004 47.207933300000008 55.017684700000011 130.05000000000004 44.064675150000006 3062.5000000000005 46.323575350000006 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -6 22 -9 -7 18 -12 24 -14 15 25 23 -13 -8 26 21 -21 -3 -16 27 28 -18 -11 -5 -30
right_child=-2 2 -4 4 6 9 10 8 -10 12 11 17 13 -15 16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=110.62515044113266 -73.182570827831526 22394.175054311498 200.0896216806143 32872.132999498266 160761.16250000001 -65449.273233876331 -122.65048571134869 31751.493900240388 296475.63903124997 121179.81774305555 28513.168698586152 -182218.73600260419 -99098.720117187506 46759.530504200557 172474.99239583337 -113344.12626139325 -61157.204008186345 -32911.811392719414 -76246.911916269426 92766.652320249836 -20868.781029865175 -81474.30936424619 -22106.60988096198 -13891.867122395835 200574.88849431821 -79273.099638310188 -12027.882514074543 23954.281487542234 -89508.465502635547 44971.938519435978
leaf_weight=1901858 2153416 374 13435 127 20 47 95 143 25 90 203 24 34 146 30 96 200 451 531 187 299 42 533 21 33 108 1038 74 83 41
leaf_count=1901858 2153416 374 13435 127 20 47 95 143 25 90 203 24 34 146 30 96 200 451 531 187 299 42 533 21 33 108 1038 74 83 41
internal_value=0 82.0629 -2849.48 -10890.9 -15928.8 -4941.44 -38302 7948.79 71145 46413.2 -41355.1 -19805.8 60358.9 19208.5 -14525.2 -45831 -6685.85 -40455.7 -64694.5 -9643.66 14556.2 60809.8 -3756.78 95735.7 97958.2 -27777.4 -19964.8 77309.8 -5619.89 -45043.2
internal_weight=0 1.92039e+06 18530 5095 4020 2696 1324 1075 168 424 1304 678 377 180 2272 455 1817 475 626 1766 528 229 907 51 197 359 1238 164 251 124
internal_count=4073804 1920388 18530 5095 4020 2696 1324 1075 168 424 1304 678 377 180 2272 455 1817 475 626 1766 528 229 907 51 197 359 1238 164 251 124
is_linear=0
shrinkage=0.1


Tree=1634
num_leaves=31
num_cat=0
split_feature=4 3 7 5 4 6 1 6 1 1 0 0 6 0 6 0 0 0 1 6 5 0 6 1 5 6 0 0 1 6
split_gain=2.45089e+12 1.3888e+13 3.19046e+13 2.41165e+13 1.95189e+13 2.28785e+13 1.81848e+13 1.85879e+13 3.23399e+13 1.01699e+14 3.09321e+13 5.81379e+13 2.20795e+13 2.58525e+13 5.3135e+13 2.62857e+13 2.39472e+13 2.68515e+13 4.5155e+13 2.16819e+13 2.13704e+13 1.79852e+13 1.79037e+13 2.27134e+13 3.99852e+13 1.71594e+13 4.56448e+13 2.43019e+13 2.89338e+13 2.22849e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 2.5000000000000004 8.5000000000000018 91.02500000000002 20.507515800000004 81.705000000000013 40.024897700000004 39.843340650000009 45.053967500000006 45.067157700000003 97.020000000000024 57.15297970000001 118.04500000000002 57.14107305000001 57.113979900000011 55.014210500000011 82.901648750000021 90.045000000000016 3.5000000000000004 43.472751400000007 104.01000000000001 49.111590500000005 3.5000000000000004 68.515000000000015 59.764576050000009 55.061158000000006 37.631035900000008 72.020000000000024
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 -3 5 -5 -6 -8 9 10 -9 -12 20 15 -15 16 17 -14 22 -13 -10 -4 -19 24 -24 -23 27 29 -29 -27
right_child=-2 2 21 4 6 -7 7 8 12 -11 11 19 13 14 -16 -17 -18 18 -20 -21 -22 25 23 -25 -26 26 -28 28 -30 -31
leaf_value=-33.298521025080134 72.247088502568957 -734.1807805744188 -29737.229163519773 18849.886888586956 -73982.880355674351 -106317.32640625001 -5894.6141424028938 -35160.231136225731 19465.821813091392 209651.42695312502 192180.83757812501 -6153.2191601323148 -30777.253543788662 17846.202354600693 -148645.41040396341 74687.03522321429 -77441.467992276288 -51851.659584169131 74140.799042038692 37980.787950414546 -8589.693973251462 3606.5349789739212 -17963.752171276461 -17722.663915215166 150194.95955904448 78734.804825647865 88737.993418204074 -21845.054983294816 18041.477958783711 19780.016066446111
leaf_weight=1830206 2181312 36856 139 23 38 40 17411 103 573 28 20 204 293 36 41 35 55 74 84 245 516 4085 31 122 26 82 83 311 438 294
leaf_count=1830206 2181312 36856 139 23 38 40 17411 103 573 28 20 204 293 36 41 35 55 74 84 245 516 4085 31 122 26 82 83 311 438 294
internal_value=0 -83.273 -1551.72 -2251.29 -5047.29 -60621.4 -4871.66 -4739.67 3349.11 23570.6 14461.8 25359.6 -3084.04 -15731.7 -70805.2 -9841.86 -14160.9 -8636.35 10613.7 17928.8 6172.3 5770.33 -10478.2 6625.85 58740.2 6702.79 17173.2 11893.3 1479.78 32637.2
internal_weight=0 1.89249e+06 62286 56854 19998 63 19935 19897 2486 600 572 469 1886 797 77 720 685 630 337 449 1089 5432 253 179 57 5293 1208 1125 749 376
internal_count=4073804 1892492 62286 56854 19998 63 19935 19897 2486 600 572 469 1886 797 77 720 685 630 337 449 1089 5432 253 179 57 5293 1208 1125 749 376
is_linear=0
shrinkage=0.1


Tree=1635
num_leaves=31
num_cat=0
split_feature=2 1 0 5 0 0 7 0 6 4 6 4 3 4 6 6 4 4 6 6 6 6 5 2 0 0 0 6 6 3
split_gain=2.42505e+12 3.72412e+13 4.12911e+13 4.03444e+13 3.18573e+13 2.49177e+13 2.57033e+13 2.45485e+13 2.27917e+13 2.11605e+13 2.10503e+13 2.5183e+13 2.31085e+13 1.66825e+13 1.70708e+13 1.39009e+13 1.37511e+13 1.34593e+13 1.31553e+13 1.3034e+13 1.26151e+13 3.2801e+13 1.23456e+13 1.17128e+13 2.75449e+13 2.13627e+13 1.52693e+13 1.89792e+13 1.30014e+13 1.07729e+13
threshold=11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 44.249882500000005 43.472751400000007 6.0000000000000009 44.046956350000009 67.91500000000002 13.500000000000002 104.01000000000001 8.5000000000000018 2.5000000000000004 11.500000000000002 122.65000000000002 49.485000000000007 5.5000000000000009 9.5000000000000018 88.825000000000003 130.05000000000004 85.020000000000024 86.030000000000015 4.5000000000000009 11293.500000000002 45.00849250000001 44.601833250000006 44.685196900000008 40.490000000000002 40.015000000000008 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=23 4 5 18 7 6 8 15 -3 10 12 -12 16 14 29 -2 -10 -6 -4 22 -14 -22 -5 -1 25 -25 -27 -28 -26 -8
right_child=1 2 3 19 17 -7 13 -9 9 -11 11 -13 20 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=0.74485069317492414 -2938.3398873774968 -60.320786423084542 4375.7694561330491 22574.954431866834 2884.7658278926478 -53388.468889054006 10425.613190472015 -66057.367528027346 10424.1576432933 -98331.615193965525 -6205.4727845525949 56181.40160200141 -18862.562861485098 67789.588280188516 -23184.98878703035 -29400.951669190978 -26117.479760230006 84646.462053571435 -46780.234899662988 -28699.058458227042 -119030.94301757813 -28507.004831755705 93366.959656250008 -25106.981291447129 -7294.6825894693338 22390.160285627135 14158.252496263371 -8135.6976238593088 -24490.347525531048 -56989.305981445315
leaf_weight=4055131 338 3696 3512 1685 488 92 1922 125 368 29 237 89 731 46 173 481 143 21 51 49 48 241 25 258 1034 421 645 936 765 24
leaf_count=4055131 338 3696 3512 1685 488 92 1922 125 368 29 237 89 731 46 173 481 143 21 51 49 48 241 25 258 1034 421 645 936 765 24
internal_value=0 1285.86 2963.18 9761.11 -13907 -1652.02 -1037.62 -24779.9 -4624.87 -13570 -12246.3 10826.5 -17159.3 8211.36 6918.02 -18479.9 198.22 6258.04 3643.53 22152.8 -25855.1 -43542.1 23609.9 -4.6294 -5373.76 1975.98 5466.19 959.557 -14606.9 9594.19
internal_weight=0 14614 13161 5322 1453 7839 7747 944 5582 1886 1857 326 1531 2165 2119 819 511 509 3563 1759 1020 289 1710 4.05919e+06 4059 2260 2002 1581 1799 1946
internal_count=4073804 14614 13161 5322 1453 7839 7747 944 5582 1886 1857 326 1531 2165 2119 819 511 509 3563 1759 1020 289 1710 4059190 4059 2260 2002 1581 1799 1946
is_linear=0
shrinkage=0.1


Tree=1636
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 6 0 1 1 1 6 0 1 1 4 4 0 1 1 5 3 3 6 3 3 6 6 1 1
split_gain=2.37092e+12 1.31832e+13 4.75825e+13 1.34613e+14 1.90806e+14 1.51373e+14 5.72614e+13 4.10748e+13 6.00828e+13 8.04769e+13 6.0697e+13 5.50133e+13 5.00354e+13 1.05331e+14 8.62201e+13 6.86993e+13 5.55032e+13 4.90842e+13 5.19659e+13 4.71628e+13 4.32242e+13 4.26447e+13 6.90711e+13 4.03434e+13 5.2142e+13 2.11458e+14 9.83578e+13 2.51234e+14 5.31994e+13 9.51597e+13
threshold=19.500000000000004 45.022979600000006 45.029425500000009 38.948208550000011 38.958307950000012 82.905000000000015 71.715000000000018 45.040161900000008 39.044653900000007 39.069277450000008 38.989878900000008 61.805000000000007 45.047736150000013 38.999037500000007 38.91194105000001 23.500000000000004 21.500000000000004 45.036141150000006 38.999037500000007 38.977585500000011 3.5000000000000004 7.5000000000000009 4.5000000000000009 125.02000000000002 7.5000000000000009 9.5000000000000018 74.615000000000009 83.010000000000005 38.965413050000002 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 8 10 11 20 -10 13 14 21 16 -16 18 -12 -17 23 22 -9 24 -4 26 28 -28 -26 -30
right_child=1 2 7 4 -6 -7 -8 12 9 -11 17 -13 -14 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=27.698019628925096 -2971.4267888953541 -7566.6489823598713 15954.49558993362 22629.330783420141 12154.183864501952 -155130.02149658205 168957.16949932394 14794.521376953126 -36057.836384750284 -8211.4903964102468 96592.238570216461 -105449.42046220464 -187.09583495212249 -89449.332466077307 23431.092370009239 -27387.094039916992 -23482.887575825756 -6273.8217298943018 22310.641990088956 37654.899126137629 -128432.49350428428 43546.313316362357 195810.83089622643 74253.773606654577 4358.0493871119115 -3541.5395279456834 -434938.88392857148 -72173.086746419271 -200473.8950987618 -14330.586084841008
leaf_weight=3599339 16682 252 508 36 3325 96 104 35 382 909 122 163 446891 95 389 128 717 425 413 864 31 267 53 56 77 1247 28 60 53 57
leaf_count=3599339 16682 252 508 36 3325 96 104 35 382 909 122 163 446891 95 389 128 717 425 413 864 31 267 53 56 77 1247 28 60 53 57
internal_value=0 -210.12 -109.496 11014.8 16969.4 -48273.8 131330 -202.932 -9676.47 -26428.2 -1760.64 -56811.6 -107.424 13866.1 17867.3 10155.3 -6982.4 19096 39249.6 29262.4 -11218.6 63444.1 123816 -9476.64 -11786.4 -21045.6 -100418 -187599 -59392.5 -104018
internal_weight=0 474465 457783 3813 3465 348 140 453970 4531 1454 3077 545 449439 2548 2453 2098 1106 960 535 992 2117 355 88 2086 2030 1522 275 88 187 110
internal_count=4073804 474465 457783 3813 3465 348 140 453970 4531 1454 3077 545 449439 2548 2453 2098 1106 960 535 992 2117 355 88 2086 2030 1522 275 88 187 110
is_linear=0
shrinkage=0.1


Tree=1637
num_leaves=31
num_cat=0
split_feature=0 1 4 7 6 3 1 4 6 6 6 6 6 3 3 5 6 3 3 4 6 6 4 4 3 3 6 6 6 5
split_gain=2.30772e+12 7.81055e+12 1.55825e+13 9.33227e+12 9.84556e+12 2.04751e+13 8.16993e+12 1.73798e+13 1.19348e+13 1.38265e+13 1.15887e+13 1.35405e+13 9.77915e+12 1.08389e+13 1.60489e+13 7.66848e+12 7.98624e+12 1.18187e+13 6.96653e+12 9.43052e+12 1.49729e+13 6.73473e+12 1.4821e+13 1.97299e+13 1.09845e+13 2.18368e+13 9.35393e+12 8.59914e+12 8.42557e+12 3.87787e+13
threshold=42.965693300000005 47.504912950000005 11.500000000000002 6.0000000000000009 86.920000000000016 6.5000000000000009 47.17130860000001 8.5000000000000018 138.05000000000004 114.05000000000001 104.01000000000001 99.050000000000011 79.710000000000022 4.5000000000000009 8.5000000000000018 2.5000000000000004 82.905000000000015 6.5000000000000009 1.5000000000000002 4.5000000000000009 116.05000000000001 92.02500000000002 15.500000000000002 10.500000000000002 12.500000000000002 11.500000000000002 105.00500000000001 93.050000000000011 189.00000000000003 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 -4 -6 7 -1 9 10 11 12 -8 -14 -15 16 17 -5 19 -3 -21 -20 23 27 25 -25 -27 -23 -29 -30
right_child=-2 18 3 15 5 -7 8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 21 20 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=-2776.2813830260807 4.6821861715148998 -10287.726617293709 -23238.971715561227 5248.4491746471776 -27609.594361413045 103127.69165625 3469.6995226651052 -65000.492257812504 67538.247328629033 -45203.849951171876 70621.149075753347 -45331.785734375007 7988.3491704469088 93578.967677859051 -8364.3485394021754 5821.1675362723217 121366.84663085938 93294.32421875 -1808.7234086304009 6087.8647033516736 64822.302621527779 -44714.746386718754 -52733.645675998268 6078.4033028441954 -42933.010925292969 34209.308203125001 130925.03476562501 -9435.7156103181187 17376.018590415399 -133720.65385237068
leaf_weight=439 4058099 354 49 31 23 25 794 50 31 53 28 50 93 47 23 28 20 30 10310 1223 45 84 72 558 40 20 20 1095 41 29
leaf_count=439 4058099 354 49 31 23 25 794 50 31 53 28 50 93 47 23 28 20 30 10310 1223 45 84 72 558 40 20 20 1095 41 29
internal_value=0 -1209.86 4961.35 30855.9 8293.42 40482.7 1644.01 -9138.68 6356.01 4612.76 7163.76 5399.3 8049.83 30360.4 60083.3 50934.5 66529.2 48549.7 -2015.74 4143.41 8172.29 -2830 -8204.87 -6505.84 7801.12 11194.7 82567.2 -13814 -11585.9 -45221.2
internal_weight=0 15705 1814 206 97 48 1608 489 1119 1088 1035 1007 957 163 70 109 81 61 13891 1622 1268 12269 1959 1887 638 598 40 1249 1165 70
internal_count=4073804 15705 1814 206 97 48 1608 489 1119 1088 1035 1007 957 163 70 109 81 61 13891 1622 1268 12269 1959 1887 638 598 40 1249 1165 70
is_linear=0
shrinkage=0.1


Tree=1638
num_leaves=31
num_cat=0
split_feature=6 6 3 0 3 0 1 0 5 0 7 3 4 0 0 1 1 1 3 0 4 0 4 1 1 0 1 0 4 3
split_gain=2.27676e+12 1.33649e+13 7.41679e+13 8.13773e+13 6.16372e+13 6.79552e+13 6.67247e+13 6.11891e+13 5.52786e+13 4.38766e+13 4.22179e+13 4.01249e+13 6.68323e+13 5.8787e+13 6.92138e+13 6.67942e+13 5.66099e+13 3.209e+13 2.85073e+13 2.45309e+13 2.41525e+13 4.57384e+13 4.33378e+13 6.33758e+13 5.10517e+13 6.16235e+13 6.76682e+13 4.27614e+13 3.76772e+13 3.38443e+13
threshold=142.05000000000004 138.05000000000004 4.5000000000000009 56.288960650000007 3.5000000000000004 59.963561900000009 60.516422150000004 56.850115550000005 2.5000000000000004 56.818587550000011 6.0000000000000009 7.5000000000000009 5.5000000000000009 57.892117950000006 57.14107305000001 60.620042600000012 60.636764050000004 36.555998300000006 9.5000000000000018 55.897267000000006 23.500000000000004 55.806294650000005 10.500000000000002 37.780517050000007 39.625203600000013 55.039488700000007 39.723160900000003 45.055912800000009 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 -1 4 17 5 6 8 9 -3 -8 -9 12 -5 14 15 -14 -13 -4 -18 20 21 22 24 -24 29 26 -26 -22 -27 -19
right_child=-2 2 3 11 -6 -7 7 10 -10 -11 -12 16 13 -15 -16 -17 18 19 -20 -21 27 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.60758688929908322 -1056.4203226739044 -160027.33692187502 -33117.600144230768 -112969.22601562501 -22247.431400464484 83716.323276486015 49497.158701384178 -107015.32238948171 -8827.1138350550154 194357.26315387231 70202.104687500003 -11518.37540183726 94432.344604492188 -23292.085873287673 211300.14650735297 -107551.74296875001 -182903.59254032257 -70151.059268465906 -46161.759205729169 92881.433821202547 -7860.8687199519236 -74831.676529947916 150709.42794117649 10054.196562883399 222914.59971590911 272639.75863095239 39607.547738314082 155319.9812686012 113024.663203125 63818.050458688456
leaf_weight=4049233 20299 25 65 30 1190 113 230 41 737 23 20 362 64 73 34 22 31 44 30 79 26 39 34 554 22 21 238 42 50 33
leaf_count=4049233 20299 25 65 30 1190 113 230 41 737 23 20 362 64 73 34 22 31 44 30 79 26 39 34 554 22 21 238 42 50 33
internal_value=0 5.2903 5595.63 20366.8 -6157.96 9945.04 2197.69 40990.4 -13787.8 62666.3 -48911.2 -8439.9 25884.9 47468.5 90514.5 42762 -26535.5 35289.9 -115654 39051.7 35196.3 31403.3 35563.1 18187.3 60604.7 77665.8 55118.1 92927.3 160235 -12735.7
internal_weight=0 4.0535e+06 4272 1893 2379 1189 1076 314 762 253 61 646 223 193 120 86 423 1247 61 1182 1103 1035 996 588 408 331 260 68 71 77
internal_count=4073804 4053505 4272 1893 2379 1189 1076 314 762 253 61 646 223 193 120 86 423 1247 61 1182 1103 1035 996 588 408 331 260 68 71 77
is_linear=0
shrinkage=0.1


Tree=1639
num_leaves=31
num_cat=0
split_feature=0 0 6 4 4 6 7 6 4 7 0 1 0 5 1 6 6 5 6 1 0 0 1 0 1 0 1 1 5 1
split_gain=2.24308e+12 2.10952e+13 2.85278e+13 2.91267e+13 5.62316e+13 5.48939e+13 5.50279e+13 8.71185e+13 5.22261e+13 4.02688e+13 8.77383e+13 4.95533e+13 6.22204e+13 3.78298e+13 7.01045e+13 4.25106e+13 3.72089e+13 2.8495e+13 2.65794e+13 3.08632e+13 4.75767e+13 2.59807e+13 2.56598e+13 2.64743e+13 2.4793e+13 2.47281e+13 2.45845e+13 2.42169e+13 2.91173e+13 7.77311e+13
threshold=54.94110555000001 54.962581500000006 134.05000000000004 9.5000000000000018 4.5000000000000009 106.49500000000002 6.0000000000000009 56.010000000000012 14.500000000000002 6.0000000000000009 54.94428030000001 82.975438000000011 54.944948950000004 2.5000000000000004 82.971668900000012 94.02500000000002 27.215000000000003 1.5000000000000002 71.715000000000018 82.966990000000024 54.942865800000007 54.947759400000002 82.963919600000011 54.94613300000001 82.963919600000011 54.942865800000007 82.975438000000011 82.962856350000024 2.5000000000000004 82.965501500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 11 -11 -6 -13 25 15 18 -5 -18 22 20 -20 26 23 -15 -10 -9 27 -8 -29 -30
right_child=1 -3 -4 5 9 -7 21 13 24 10 -12 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=108.31948902190875 -7682.1123678739059 17.397645804685137 -97086.324495967754 31483.705124422402 20121.183805240242 156483.05958806819 -1519.1121238953874 -29978.056160460012 31548.879051131778 -50313.329915756782 12553.583396214728 51805.276881334459 -10471.009005244679 15558.81811996708 -23807.532445287598 -43965.174186197924 -3383.5412280995351 15838.855778363673 25702.988992108189 1046.339407081786 -28431.248792495811 -6220.4234659887425 14324.282215776606 -27250.016751674109 -53.639790183619454 -13685.864854786356 -11506.912719041071 337.32022408718103 39960.790810423263 3956.9795284944312
leaf_weight=1301151 2601 2612784 31 328 3477 22 49437 1122 716 332 670 185 1208 246 1772 225 16922 808 197 2516 923 7357 1821 350 380 5490 1852 46534 632 11715
leaf_count=1301151 2601 2612784 31 328 3477 22 49437 1122 716 332 670 185 1208 246 1772 225 16922 808 197 2516 923 7357 1821 350 380 5490 1852 46534 632 11715
internal_value=0 -50.8322 -1165.93 -1147.33 4558.25 -1466.71 -1489.67 -5044.49 -603.697 9980.11 -8276.57 13736.4 -2200.29 -10845.8 -6242.31 -1284.43 -1890.12 -2507.53 302.084 -5100.65 -18909.4 -466.843 8429.66 -9580.6 20591.8 -16450.5 -82.6273 112.703 1482.79 5799.89
internal_weight=0 2.77265e+06 159869 159838 8473 151365 151343 33816 19154 5872 1002 4870 1393 14662 8050 6278 18058 17730 6053 3636 1120 117527 2417 596 1096 6612 110170 108318 58881 12347
internal_count=4073804 2772653 159869 159838 8473 151365 151343 33816 19154 5872 1002 4870 1393 14662 8050 6278 18058 17730 6053 3636 1120 117527 2417 596 1096 6612 110170 108318 58881 12347
is_linear=0
shrinkage=0.1


Tree=1640
num_leaves=31
num_cat=0
split_feature=4 1 4 1 0 1 1 1 0 1 0 1 6 6 0 7 0 0 6 6 1 1 0 6 1 1 6 0 6 6
split_gain=2.48809e+12 1.44589e+13 3.98124e+13 9.59227e+13 7.20526e+13 6.19014e+13 1.00949e+14 1.17548e+14 8.73133e+13 3.54963e+14 1.06752e+14 1.07237e+14 1.24911e+14 1.04327e+14 2.16354e+14 9.94966e+13 1.83915e+14 9.59759e+13 9.57796e+13 1.1027e+14 9.00949e+13 8.99479e+13 1.41716e+14 1.57813e+14 2.6967e+14 2.8557e+14 1.17641e+14 1.09095e+14 8.40278e+13 7.58069e+13
threshold=9.5000000000000018 82.991167100000027 10.500000000000002 82.981285100000022 55.043091000000011 38.948208550000011 39.873894000000007 39.777866350000004 54.962581500000006 82.966990000000024 55.055052800000006 82.93515810000001 168.45000000000002 98.020000000000024 55.061158000000006 6.0000000000000009 55.039488700000007 55.080855950000007 54.010000000000012 88.825000000000003 82.918694400000007 82.941727000000014 55.071632200000003 67.445000000000007 82.906746050000024 82.895858600000011 77.010000000000005 55.061158000000006 80.720000000000013 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 11 12 20 21 -15 28 -17 -16 -11 -20 -10 22 23 -12 25 -25 -27 -23 -13 -30
right_child=1 -3 -4 4 -6 6 8 -9 9 18 13 15 -14 14 17 16 -18 -19 19 -21 -22 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=-83.902530286431841 -2093.0095777878105 -576.29826098651836 -71.992087733496575 49193.04190562835 9093.0082019156343 4430.0447762794356 -721.51517679861308 22615.697646513348 7472.2206172489678 16855.324343537908 10909.803341204575 11305.32739352488 170621.18229600694 219698.33699218754 -66667.66535893963 124245.50698950676 7442.4896265843536 -10627.674712799266 53308.183840835911 -13584.66634616046 -15743.19068683672 -48820.909419352771 1464.4147661371435 -37228.362953404016 39485.060434303981 490332.61239583336 228371.41662109375 -5402.9983953768442 62945.157940636833 -115532.31664843751
leaf_weight=1892492 58432 296528 1462655 686 1292 31217 168078 4011 10314 3032 765 3528 45 40 323 255 286 5676 1863 284 1995 731 125605 28 275 30 40 2778 495 25
leaf_count=1892492 58432 296528 1462655 686 1292 31217 168078 4011 10314 3032 765 3528 45 40 323 255 286 5676 1863 284 1995 731 125605 28 275 30 40 2778 495 25
internal_value=0 72.7933 174.913 1030.43 23000.3 926.996 1414.85 6500.63 866.097 2550.57 1680.33 9166.3 4317.53 749.709 -12099.4 22219.6 62497.5 -13645 28299 44459.8 3709.55 1345.45 1782.7 36912.9 90243.5 232678 340641 -14447.9 16836.6 54364.5
internal_weight=0 2.18131e+06 1.88478e+06 422129 1978 420151 361719 35228 326491 158413 153234 16943 12354 136291 6039 4589 541 5999 5179 2147 12309 130252 126743 1138 373 98 70 3509 4048 520
internal_count=4073804 2181312 1884784 422129 1978 420151 361719 35228 326491 158413 153234 16943 12354 136291 6039 4589 541 5999 5179 2147 12309 130252 126743 1138 373 98 70 3509 4048 520
is_linear=0
shrinkage=0.1


Tree=1641
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 7 1 0 4 5 6 6 6 6 6 6 6 4 0 6 3 6 6 1 6 1 6 4 4 5
split_gain=2.41603e+12 2.77912e+13 6.50145e+13 8.56407e+13 6.97693e+13 6.4632e+13 7.16221e+13 5.90073e+13 8.36602e+13 8.87509e+13 6.89121e+13 5.51967e+13 5.47515e+13 7.26852e+13 5.31758e+13 4.52143e+13 4.17787e+13 4.13741e+13 4.91216e+13 4.22279e+13 4.05109e+13 4.02184e+13 3.89467e+13 3.81353e+13 5.20937e+13 3.24908e+13 3.15319e+13 3.06654e+13 3.43017e+13 3.0591e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 55.02095400000001 6.0000000000000009 82.886781200000016 54.973017600000006 7.5000000000000009 3.5000000000000004 120.05000000000001 88.00500000000001 52.610000000000007 54.010000000000012 73.41500000000002 122.65000000000002 104.01000000000001 25.500000000000004 55.034466500000008 74.615000000000009 1.5000000000000002 97.020000000000024 142.05000000000004 82.886781200000016 66.990000000000023 82.886781200000016 42.005000000000003 4.5000000000000009 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 4 5 7 16 -7 11 12 15 -11 -2 -9 20 -5 23 -4 18 19 -6 -14 -20 -23 24 29 -12 -25 28 -15 -10
right_child=1 -3 3 14 17 6 -8 8 9 10 25 -13 13 27 -16 -17 -18 -19 21 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-41.052279113356207 -3366.3033906915225 40.806608413725534 2072.8932190208684 21295.185655134119 -22267.815951460449 171432.06633831523 21353.394671245685 4602.3250905427903 19100.702698390764 41904.124136919301 206637.47522710756 -63571.43400190305 -97673.406924019611 -8467.4731333500204 62223.570745039964 -97620.155694901317 -73433.260390625001 -88162.225000000006 1714.9205643854341 -95624.312356675102 -10905.924916462725 -58712.846277754928 79066.663586956522 17873.215816329732 47368.658975930412 52360.501250000001 546.94204809337748 -1902.6394543130129 -67588.066963533871 -11174.551928955079
leaf_weight=3172333 6388 871109 3197 1669 1022 46 103 4454 2015 280 43 156 153 238 392 38 75 70 2155 85 83 190 23 1557 584 20 3228 1531 167 400
leaf_count=3172333 6388 871109 3197 1669 1022 46 103 4454 2015 280 43 156 153 238 392 38 75 70 2155 85 83 190 23 1557 584 20 3228 1531 167 400
internal_value=0 144.466 3118.52 12976.7 946.398 3275.31 67686.4 3104.98 6603.06 13378 63165.5 -4801.51 -1745.53 -14762.7 29079.7 11194.8 342.159 -12044.7 -10511.4 -27900.4 -67157.7 -2382.29 -43835.2 11726 20567.3 157661 6184.77 -8375.73 -32845.6 14086.2
internal_weight=0 901471 30362 5482 24880 3421 149 21335 14791 8165 343 6544 6626 2172 2061 7822 3272 3545 3475 1107 236 2368 213 7784 2999 63 4785 1936 405 2415
internal_count=4073804 901471 30362 5482 24880 3421 149 21335 14791 8165 343 6544 6626 2172 2061 7822 3272 3545 3475 1107 236 2368 213 7784 2999 63 4785 1936 405 2415
is_linear=0
shrinkage=0.1


Tree=1642
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 2 1 1 1 4 4 7 6 6 5 4 6 4 4 7 7 4 6 1 4 6 3 3 4 1
split_gain=2.29093e+12 3.94707e+13 9.89749e+13 6.51438e+13 4.71752e+13 1.13129e+14 6.36193e+13 8.28542e+13 1.63031e+14 1.19558e+14 7.73155e+13 8.90553e+13 1.15454e+14 5.43603e+13 6.49369e+13 9.34296e+13 5.02644e+13 4.78608e+13 1.21061e+14 7.8679e+13 5.33596e+13 4.78369e+13 4.76783e+13 4.54714e+13 7.40914e+13 5.22352e+13 8.51577e+13 7.2589e+13 7.12943e+13 6.02737e+13
threshold=59.898927250000007 59.882709350000006 37.310000000000009 16.500000000000004 30.624707450000006 3338.0000000000005 30.452677500000004 30.330566300000005 30.389265100000003 21.500000000000004 22.500000000000004 6.0000000000000009 84.00500000000001 77.565000000000012 1.5000000000000002 11.500000000000002 51.805000000000007 16.500000000000004 19.500000000000004 6.0000000000000009 6.0000000000000009 23.500000000000004 71.030000000000015 30.277905650000005 6.5000000000000009 65.00500000000001 3.5000000000000004 4.5000000000000009 9.5000000000000018 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 13 17 -11 -12 -13 16 15 -15 -9 -10 19 -19 -20 -8 -21 24 -4 26 28 29 -25 -28
right_child=-2 2 3 -5 -6 -7 21 8 9 10 11 12 -14 14 -16 -17 -18 18 20 22 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.80248390495258504 264.52279462192013 10673.009275493019 -1497.7041324429899 14241.980871936024 -46244.93229273746 88260.072620159655 -2697.6693627686964 -48842.537146582392 -14974.566879736121 -150359.16666666669 -63110.373398393116 -21042.040601277524 133425.74749237637 183690.71333559099 -84545.210428103892 -21532.958907455053 -100243.62372719537 -32615.630158547796 119550.35914522059 77309.881906740513 -8259.3964203467749 38233.866234829336 192246.48954081634 -69272.378395983949 -59315.336760300226 -14796.220453993057 42360.598369637184 15537.769868838323 3202.3358115675346 165460.38921875
leaf_weight=3755739 303050 3133 555 1069 380 115 1207 406 1165 60 550 556 53 31 74 78 358 51 34 137 832 374 49 201 369 1350 118 1232 418 60
leaf_count=3755739 303050 3133 555 1069 380 115 1207 406 1165 60 550 556 53 31 74 78 358 51 34 137 832 374 49 201 369 1350 118 1232 418 60
internal_value=0 -21.2593 -5138.18 -9307.21 -11635.3 -10374.8 -11474.1 -14814.4 -24407.6 -14414.8 -39671.9 -33941.8 -7599.03 -61202.5 -12248.7 36833.4 -72928.4 -839.657 14089.8 77418.3 -3241.46 6985.06 107589 -4929.11 -24587.2 446.474 10588.2 24162.2 -20331.5 83854.9
internal_weight=0 3.77075e+06 15015 11882 10813 10433 10318 8737 4434 3487 1219 1159 609 947 183 109 764 2268 1103 237 866 1581 186 4303 924 3379 2029 1410 619 178
internal_count=4073804 3770754 15015 11882 10813 10433 10318 8737 4434 3487 1219 1159 609 947 183 109 764 2268 1103 237 866 1581 186 4303 924 3379 2029 1410 619 178
is_linear=0
shrinkage=0.1


Tree=1643
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 4 7 1 1 5 6 6 6 6 4 3 1 4 4 1 3 1 4 6 1 1 1 1 1
split_gain=2.17156e+12 3.96088e+13 9.63421e+13 9.05941e+13 1.14098e+14 2.58311e+14 1.0172e+14 3.02901e+14 2.68688e+14 1.64132e+14 1.02399e+14 8.617e+13 8.26924e+13 7.91827e+13 7.68496e+13 6.89393e+13 6.49387e+13 5.73931e+13 6.71516e+13 6.41836e+13 1.03219e+14 5.87958e+13 5.47091e+13 5.18714e+13 5.63603e+13 6.46225e+13 4.79979e+13 4.71926e+13 8.78202e+13 4.60622e+13
threshold=59.864072000000007 59.882709350000006 30.509101000000005 30.452677500000004 18.500000000000004 30.472130500000002 19.500000000000004 6.0000000000000009 30.330566300000005 30.345769800000003 1.5000000000000002 94.02500000000002 67.445000000000007 58.045000000000009 86.920000000000016 14.500000000000002 9.5000000000000018 30.277905650000005 4.5000000000000009 13.500000000000002 30.242318500000007 11.500000000000002 30.323041000000003 15.500000000000002 60.605000000000011 30.438492500000006 30.323041000000003 30.315889700000003 30.260128500000004 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 13 -10 23 27 -2 15 16 -12 18 -15 29 -21 22 -19 24 -11 -26 -14 28 -9 -20
right_child=1 -3 -4 4 5 -7 -8 8 10 11 14 -13 26 17 -16 -17 -18 21 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-21.782704012025192 5874.8924370819732 8.5282143779131765 -28126.592644784967 14524.894385399581 148101.6362784091 -16571.07764630999 -9234.7393517828041 -32602.68600383255 52481.790368771326 -13670.110704391776 139612.54140341419 84108.271307022282 135451.70377308241 114407.75593692556 3161.7401769301473 72517.491407825102 269535.16313164897 92647.21202914686 34639.606948116991 -9356.3484421258236 141406.55361931463 -80095.132247488844 23681.002742143115 27974.692650858564 -62684.848296552838 32318.159658668155 1017.7833027853894 3549.9244208178479 -194489.75133928572 -24685.79507510698
leaf_weight=3740823 2665 318065 816 1217 220 168 3828 106 513 2411 212 87 44 68 51 124 47 332 195 95 87 28 176 240 485 84 67 103 49 398
leaf_count=3740823 2665 318065 816 1217 220 168 3828 106 513 2411 212 87 44 68 51 124 47 332 195 95 87 28 176 240 485 84 67 103 49 398
internal_value=0 244.714 5281.09 7214.47 29579.6 76800 4341.64 10338 54521.6 2428.1 82727.1 -14095.8 -17865 15940.6 118478 133833 163189 35393.1 19125.8 10765.5 62711.6 60977.7 68753.4 -16749.1 -20351 -48659.8 54306.9 -48915.7 -83779.9 -5177.44
internal_weight=0 332981 14916 14100 1605 388 12495 8667 1316 7351 947 3307 369 4044 434 383 259 1379 843 775 182 536 508 3220 2980 569 111 258 155 593
internal_count=4073804 332981 14916 14100 1605 388 12495 8667 1316 7351 947 3307 369 4044 434 383 259 1379 843 775 182 536 508 3220 2980 569 111 258 155 593
is_linear=0
shrinkage=0.1


Tree=1644
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 4 0 4 0 4 7 0 0 6 6 1 1 6 2 2 0 0 6 3 4 4 4 6 4
split_gain=2.14712e+12 1.40096e+13 5.00849e+13 1.09093e+14 9.06703e+13 5.50543e+13 5.15732e+13 4.72658e+13 5.05705e+13 4.28803e+13 9.48718e+13 7.08291e+13 5.9829e+13 4.9391e+13 4.65794e+13 4.21208e+13 4.16853e+13 3.80358e+13 3.73373e+13 4.58775e+13 5.8416e+13 4.06336e+13 4.25039e+13 5.29745e+13 4.15887e+13 6.0615e+13 8.35059e+13 5.29753e+13 3.99277e+13 6.17591e+13
threshold=3338.0000000000005 56.805602900000004 56.128886000000001 58.603553700000006 54.62357655000001 61.78914120000001 8.5000000000000018 57.978821400000008 19.500000000000004 57.978821400000008 5.5000000000000009 6.0000000000000009 58.08467765000001 58.010305850000002 62.375000000000007 89.00500000000001 60.516422150000004 55.957851400000003 44.820000000000007 7029.0000000000009 5972.5000000000009 44.739668300000005 45.029425500000009 118.04500000000002 12.500000000000002 11.500000000000002 6.5000000000000009 8.5000000000000018 103.03500000000001 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 6 18 7 9 -6 15 -4 11 -11 13 -13 -12 17 -3 -9 -2 20 -20 24 -23 28 25 26 -22 -28 -24 -30
right_child=1 16 3 -5 5 -7 -8 8 -10 10 14 12 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-60.43518316508073 -868.17116837795243 -2612.5278024585323 -377.39193698549207 -25876.663189653318 -26801.061379349034 -69648.321296402675 2821.3052455384313 -10718.779408046847 -40958.4195649951 9904.8683358551461 23762.290300739514 29944.267214677922 -13206.662728949654 119754.09752155172 80007.715179576466 -54759.366088241193 63.163985903057409 5260.169265049939 2028.4264884085276 -721.00893106578064 -6270.9595552884621 -7004.2288279400163 13621.119588239555 97030.018243530285 132385.58751860118 -10158.747869001118 178096.9122614275 64636.271838708832 8391.2843475877198 -165202.03203125001
leaf_weight=2406287 112998 61036 2091 1111 1261 153 16650 2770 382 6062 272 106 90 145 321 156 1264352 3223 121692 66153 130 1267 4454 75 42 231 57 148 57 32
leaf_count=2406287 112998 61036 2091 1111 1261 153 16650 2770 382 6062 272 106 90 145 321 156 1264352 3223 121692 66153 130 1267 4454 75 42 231 57 148 57 32
internal_value=0 87.2102 657.709 4803.92 304.635 -10242.7 6128.32 -9076.26 -5653.97 12187.7 15943.2 12399.4 56744.4 81826.4 54208.8 -3460.72 -60.0554 -2125.4 577.296 1417.76 2521.53 11763.3 9220.59 13672.1 36375 29250.5 56425.3 96183.9 12295.9 -54024.3
internal_weight=0 1.66752e+06 342129 26848 315281 7945 25737 7792 6531 9087 6996 6403 341 251 593 6149 1.32539e+06 5993 307336 194338 128185 6493 5885 4618 608 566 335 205 4543 89
internal_count=4073804 1667517 342129 26848 315281 7945 25737 7792 6531 9087 6996 6403 341 251 593 6149 1325388 5993 307336 194338 128185 6493 5885 4618 608 566 335 205 4543 89
is_linear=0
shrinkage=0.1


Tree=1645
num_leaves=31
num_cat=0
split_feature=0 1 4 3 6 4 7 3 3 1 4 6 6 6 6 6 3 3 6 4 3 7 6 5 1 1 4 6 4 6
split_gain=2.39567e+12 6.32332e+12 1.25899e+13 8.48234e+12 1.02313e+13 1.10838e+13 1.23329e+13 9.40551e+12 6.73488e+12 6.5737e+12 1.40399e+13 9.59752e+12 1.12608e+13 1.84079e+13 1.31309e+13 7.89389e+12 8.78711e+12 1.32245e+13 6.48678e+12 1.05928e+13 9.46037e+12 8.01125e+12 6.6862e+12 7.31326e+12 6.35504e+12 1.18155e+13 7.06371e+12 1.46522e+13 2.79059e+13 1.15038e+13
threshold=42.965693300000005 47.504912950000005 11.500000000000002 10.500000000000002 59.815000000000005 12.500000000000002 6.0000000000000009 6.5000000000000009 5.5000000000000009 47.17130860000001 8.5000000000000018 138.05000000000004 116.05000000000001 108.05000000000001 99.050000000000011 79.710000000000022 4.5000000000000009 7.5000000000000009 50.010000000000012 19.500000000000004 12.500000000000002 6.0000000000000009 39.995000000000012 2.5000000000000004 47.800771000000005 47.899251850000006 6.5000000000000009 138.05000000000004 12.500000000000002 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 10 -1 12 13 14 15 -11 -17 -18 22 20 24 -22 23 -3 26 -26 -20 29 -29 -28
right_child=-2 18 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2615.5119395330989 4.7705798644219817 -4211.4205169084116 -20800.916509540268 -16500.195020633273 -47984.812382812503 91331.226981707325 26929.4989375 117709.5580357143 24040.70481418919 2983.6960155938677 -58542.293855468757 60430.166796875004 -43877.533610372338 96664.185120738635 -40389.207591985891 7000.1367313508063 96146.467594401038 9180.6347771139699 4124.0004518406922 -62621.947421875004 -48942.132040895063 -7958.3640129878613 3975.1308991478872 -57979.529747596156 -25650.107402421258 -4310.8674096916029 -3175.5781662377067 9876.9022679687514 132011.89763849432 -34191.981931992828
leaf_weight=439 4058099 935 26 36 20 41 25 21 37 794 50 31 47 22 62 93 36 34 1758 30 81 116 2860 26 315 1472 6029 125 22 122
leaf_count=439 4058099 935 26 36 20 41 25 21 37 794 50 31 47 22 62 93 36 34 1758 30 81 116 2860 26 315 1472 6029 125 22 122
internal_value=0 -1232.7 4319.97 27595.6 36933.6 47357.8 29853.9 68372.6 -1231.41 1338.14 -8334 5564.84 4001.58 6163.27 4209.37 7098.73 27143.7 53905.9 -1957.81 -3288.94 -3111.65 -24809.6 1550.31 -5666.12 -2677.38 -8072.4 -1480.65 -3045.11 28155.6 -3790.76
internal_weight=0 15705 1814 206 170 144 103 46 57 1608 489 1119 1088 1041 1019 957 163 70 13891 10070 10040 197 3821 961 9843 1787 8056 6298 147 6151
internal_count=4073804 15705 1814 206 170 144 103 46 57 1608 489 1119 1088 1041 1019 957 163 70 13891 10070 10040 197 3821 961 9843 1787 8056 6298 147 6151
is_linear=0
shrinkage=0.1


Tree=1646
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 4 6 6 0 3 5 6 3 4 4 3 4 0 5 6 0 6 6 6 0 4 7 6 3 6
split_gain=2.37831e+12 9.22503e+12 8.71949e+13 1.27652e+14 7.46729e+13 5.31076e+13 4.13557e+13 3.0039e+13 2.69631e+13 2.25442e+13 2.18727e+13 1.79152e+13 2.78965e+13 3.34993e+13 6.47777e+13 2.87933e+13 1.96157e+13 1.51767e+13 1.70768e+13 1.51549e+13 1.57383e+13 1.45329e+13 2.88136e+13 7.43612e+13 2.40114e+13 2.02684e+13 2.62053e+13 1.78932e+13 1.69051e+13 4.2424e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 8.5000000000000018 75.605000000000004 83.010000000000005 54.947759400000002 1.5000000000000002 2.5000000000000004 71.715000000000018 2.5000000000000004 8.5000000000000018 6.5000000000000009 11.500000000000002 8.5000000000000018 54.724612400000005 2.5000000000000004 71.030000000000015 54.724612400000005 96.050000000000011 101.02000000000002 102.04000000000001 54.947759400000002 6.5000000000000009 6.0000000000000009 87.395000000000024 2.5000000000000004 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -3 -10 -6 19 13 14 -13 16 -14 18 -18 -1 -21 24 -23 25 -9 26 -24 -26 29 -25
right_child=-2 7 3 5 10 -7 -8 21 9 -11 -12 12 15 -15 -16 -17 17 -19 -20 20 -22 22 23 28 27 -27 -28 -29 -30 -31
leaf_value=1663.0157131532915 -5.4012386373322929 -13604.470484822778 126483.88643229166 -111917.01704545454 166122.1341911765 31456.805096179098 -59158.492104492187 6891.1320513237852 -18804.036979166667 -153207.37584134616 289338.18349999998 8398.9591516113287 -75934.255673926775 -47316.220304840688 195716.61640625002 79802.476412686447 32067.621440972227 -52291.327231400101 -35061.852128906256 78570.539963942312 -6095.078446237665 -33155.690208604603 186908.56174242427 -13283.606908083952 13625.176636904764 14021.367265625002 41844.168593750001 140021.77491048176 2275.6284073941142 -150889.99075520833
leaf_weight=14781 4053548 1097 30 33 34 119 20 1485 24 26 25 80 99 51 24 22 72 108 80 52 38 288 33 337 21 20 20 24 1189 24
leaf_count=14781 4053548 1097 30 33 34 119 20 1485 24 26 25 80 99 51 24 22 72 108 80 52 38 288 33 337 21 20 20 24 1189 24
internal_value=0 1080.87 2235.69 59551.9 142137 329.594 52226.9 -2862.81 -16877.8 -88693.8 218332 1264.73 -16696.6 19070.9 51626.1 -31247.7 -38053 -23629 -3263.68 1912.12 42822.8 1808.84 -4006.15 1166.41 9071.88 99798.5 132167 81036.7 -3478.85 -22432
internal_weight=0 20256 15668 261 109 152 50 4588 1147 50 59 15407 536 155 104 381 359 260 152 14871 90 3441 1911 1623 1530 73 53 45 1550 361
internal_count=4073804 20256 15668 261 109 152 50 4588 1147 50 59 15407 536 155 104 381 359 260 152 14871 90 3441 1911 1623 1530 73 53 45 1550 361
is_linear=0
shrinkage=0.1


Tree=1647
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 0 0 5 2 0 6 1 6 4 1 2 1 0 0 1 1 6 1 0 1 4 4 3 0 0
split_gain=2.33825e+12 1.34806e+13 2.74777e+13 2.66692e+13 6.02187e+13 6.20161e+13 4.92202e+13 4.60535e+13 6.28377e+13 8.66167e+13 4.22129e+13 4.84834e+13 4.45014e+13 6.57421e+13 3.73418e+13 3.33589e+13 3.01805e+13 3.54519e+13 6.0825e+13 9.93297e+13 1.16054e+14 7.64698e+13 6.83077e+13 2.05426e+14 6.6291e+13 6.62104e+13 2.0308e+14 1.09331e+14 6.58229e+13 1.88193e+14
threshold=41.505000000000003 46.010000000000012 38.166910000000009 5.5000000000000009 8.5000000000000018 59.982409200000006 60.002985000000002 1.5000000000000002 2810.0000000000005 59.91832440000001 45.005000000000003 30.330566300000005 45.605000000000011 4.5000000000000009 30.330566300000005 3338.0000000000005 30.438492500000006 55.791814000000009 55.749683450000006 37.503969450000007 37.729575300000008 43.605000000000011 37.534144550000008 55.753967500000009 37.475446350000006 17.500000000000004 22.500000000000004 10.500000000000002 55.759969450000007 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -2 14 12 13 -12 -11 -9 -6 18 -18 24 21 28 23 -23 -20 -24 27 -27 -21 -30
right_child=1 -3 -4 4 16 6 -8 15 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=110.35317614204035 14306.317201393462 55.555452368901001 -942.46212768888711 -7022.0217845663719 3523.6611127022989 -91261.148419928097 -19539.259825015946 2729.4410495262227 99.865477428436293 22063.527156425513 93653.095200892858 -3680.3136067708338 67161.270520413309 335930.42386067711 94248.753799466998 -5025.6494646832025 -82.15251635388708 -3418.1375302186589 213.09276742788461 -10032.501369739493 -6306.2464579785992 256511.76135253906 45234.54524647419 -8579.169535439396 -68639.225217934712 283619.74305555556 37534.367570312505 77421.961315307621 178123.9192358994 13626.571401217932
leaf_weight=1305005 2338 2237135 387820 6212 23031 157 245 35294 2560 217 21 24 31 24 107 6581 35287 27634 390 574 1170 32 532 338 218 72 175 40 82 458
leaf_count=1305005 2338 2237135 387820 6212 23031 157 245 35294 2560 217 21 24 31 24 107 6581 35287 27634 390 574 1170 32 532 338 218 72 175 40 82 458
internal_value=0 -52.0122 -504.635 675.796 -275.734 -9485.32 -47550 2624.28 11386.5 21847.7 63431.9 120227 159356 222868 45902.5 1510.66 400.82 -672.613 1254.58 12812.9 19340.5 32369.9 50007.9 14347.6 -24474.1 66118.2 104829 209978 13544.4 38605.8
internal_weight=0 2.7688e+06 531664 143844 96647 6614 402 47197 5322 2762 424 100 76 45 324 41875 90033 67002 39368 4081 3473 2303 1189 370 608 819 287 112 1114 540
internal_count=4073804 2768799 531664 143844 96647 6614 402 47197 5322 2762 424 100 76 45 324 41875 90033 67002 39368 4081 3473 2303 1189 370 608 819 287 112 1114 540
is_linear=0
shrinkage=0.1


Tree=1648
num_leaves=31
num_cat=0
split_feature=1 1 7 0 6 2 4 0 6 0 0 0 6 1 4 4 6 1 7 0 4 1 6 0 4 4 3 2 6 5
split_gain=2.34954e+12 6.07348e+13 1.03003e+14 1.14335e+14 6.30958e+13 8.08166e+13 1.25611e+14 9.09292e+13 8.27631e+13 5.00046e+13 4.91306e+13 5.79567e+13 4.67506e+13 4.36552e+13 3.87343e+13 9.17497e+13 3.63463e+13 3.48191e+13 7.91874e+13 7.65343e+13 1.09458e+14 8.89346e+13 9.18802e+13 8.76397e+13 5.91484e+13 5.53305e+13 5.52921e+13 5.50267e+13 5.41837e+13 7.20517e+13
threshold=49.030112300000006 47.899251850000006 6.0000000000000009 56.638205000000006 48.945000000000007 3062.5000000000005 5.5000000000000009 55.866549750000011 122.65000000000002 56.760749800000006 56.638205000000006 54.431501800000014 82.905000000000015 48.411058050000008 7.5000000000000009 6.5000000000000009 27.215000000000003 50.213874250000011 6.0000000000000009 55.82518790000001 9.5000000000000018 49.147669400000005 71.715000000000018 55.81943720000001 18.500000000000004 20.500000000000004 1.5000000000000002 4829.0000000000009 106.49500000000002 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 14 16 6 7 8 13 10 11 -7 -8 -6 15 -4 -3 18 24 23 -21 22 -22 26 27 -24 -20 -2 29 -28
right_child=17 2 3 -5 5 9 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-5.8481616783242814 2318.2091929441845 18119.784719062405 12433.252979187571 -19043.524825951197 -67475.375796769018 1449.9910143578081 -32114.302451772204 43612.79272314001 -194011.5103125 -68386.284201738919 15404.605169734567 -17882.196693572947 -73177.423286258752 -7518.6227447421397 10676.076981547287 78923.738508124108 -3605.209781296262 -52.953805515983028 13018.665610686383 -13868.239402062238 26479.582981680753 6657.0641795072679 125393.91686590787 -32058.598925065264 10526.053051253744 30503.576809210528 -2016.7980670645197 -58700.812923616977 22132.853612614035 -13433.340330557978
leaf_weight=2274960 103789 819 654 1207 129 3256 2314 324 25 124 1074 2961 315 2072 3280 304 12895 1607797 2131 1380 1066 2103 174 1040 9372 95 30436 148 805 6755
leaf_count=2274960 103789 819 654 1207 129 3256 2314 324 25 124 1074 2961 315 2072 3280 304 12895 1607797 2131 1380 1066 2103 174 1040 9372 95 30436 148 805 6755
internal_value=0 -66.4698 -4409.74 8109.49 -7000.85 -12111.3 -21696.5 -5883.39 -13087.7 -5416.5 -4345.56 -7757.44 -37034.4 -11032.7 15842.8 33532.5 -2307.79 86.7678 1497.02 -2002.86 9922.22 19471.6 39658.1 -3398.52 2917.39 91882.5 -2655.71 2231.32 -3534.81 -4090.38
internal_weight=0 2.30671e+06 31753 5445 26308 12594 5179 2550 2226 7415 7291 6217 2629 2201 4238 958 13714 1.76709e+06 159294 45985 4818 3438 1335 41167 113309 269 40127 103937 37996 37191
internal_count=4073804 2306713 31753 5445 26308 12594 5179 2550 2226 7415 7291 6217 2629 2201 4238 958 13714 1767091 159294 45985 4818 3438 1335 41167 113309 269 40127 103937 37996 37191
is_linear=0
shrinkage=0.1


Tree=1649
num_leaves=31
num_cat=0
split_feature=2 4 3 1 0 4 6 6 6 3 7 4 2 4 1 6 6 0 0 0 1 5 6 0 0 0 0 6 4 0
split_gain=2.41802e+12 1.35138e+13 1.91767e+13 1.34169e+13 1.42762e+13 2.00847e+13 1.91218e+13 1.8773e+13 1.94314e+13 1.2585e+13 2.45182e+13 3.07694e+13 4.34054e+13 6.90272e+13 4.05604e+13 3.94316e+13 4.36343e+13 8.2213e+13 3.2689e+13 6.1839e+13 3.11841e+13 5.90725e+13 3.3554e+13 3.68267e+13 4.41375e+13 2.54507e+13 3.79363e+13 5.07387e+13 8.81202e+13 5.81286e+13
threshold=3338.0000000000005 34.500000000000007 12.500000000000002 91.443676550000006 53.715816400000008 6.5000000000000009 77.010000000000005 73.41500000000002 85.020000000000024 1.5000000000000002 6.0000000000000009 8.5000000000000018 9651.0000000000018 5.5000000000000009 30.509101000000005 56.505000000000003 56.805000000000007 55.007293000000011 55.102137100000007 55.123213100000008 83.086354900000018 4.5000000000000009 60.305000000000007 55.111813300000001 55.080855950000007 54.916864950000011 54.932051950000009 101.02000000000002 3.5000000000000004 55.055052800000006
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -1 -5 7 -7 -6 -9 10 11 12 -2 20 -13 -16 17 -17 -15 -20 22 -22 -14 24 25 -24 -27 -28 -29 -30
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 14 13 18 15 16 -18 -19 19 -21 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-71.826818185864667 -1432.6682805627001 -24485.033179432983 168.42138675100108 -8177.5134026494261 15436.971280235079 6038.7842384546357 -33106.567971319906 123682.1109966856 28957.9154327877 212.61830140225013 1172.0309128833744 16216.67836116507 2404.3732359631995 25530.257298671553 -1053.8911865143377 -187687.06640625 -5698.46448111277 -884.61622944493456 235324.9151899858 22519.501584201389 -3446.5006086837257 130601.09978693182 1298.4351050279963 -23759.573948870519 64046.151905124476 55931.61826774932 10496.051807514043 -8688.8040315448125 258125.51645507815 40802.131640625004
leaf_weight=2403736 75683 541 757 489 1117 697 152 33 63 1428454 60141 1102 19537 812 39096 38 28746 62 22 36 8685 33 1220 258 177 251 1761 53 32 20
leaf_count=2403736 75683 541 757 489 1117 697 152 33 63 1428454 60141 1102 19537 812 39096 38 28746 62 22 36 8685 33 1220 258 177 251 1761 53 32 20
internal_value=0 92.5482 -10107 -64.1344 7184.24 10827.3 -969.571 19084.1 61519.4 100.494 -573.132 -1164.02 -114.485 2918.13 -2814.54 -3123.22 -5927.86 -71869.5 30710.8 103239 2163.16 -2939.09 4071.49 12706.3 15383.7 12802.5 19432.2 14522.6 82052.9 174540
internal_weight=0 1.66752e+06 1298 2.40629e+06 2551 2062 849 1213 96 1.66622e+06 237765 177624 108580 32897 69044 67942 28846 100 870 58 32027 8718 23309 3772 3514 3337 2117 1866 105 52
internal_count=4073804 1667517 1298 2406287 2551 2062 849 1213 96 1666219 237765 177624 108580 32897 69044 67942 28846 100 870 58 32027 8718 23309 3772 3514 3337 2117 1866 105 52
is_linear=0
shrinkage=0.1


Tree=1650
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 0 0 6 1 0 0 1 1 6 0 0 1 6 0 0 0 0 0 7 5 1 0 0 1 6
split_gain=2.46013e+12 1.46901e+13 4.45334e+13 8.06935e+13 6.54942e+13 5.12138e+13 7.7473e+13 3.6554e+13 3.89393e+13 4.67645e+13 1.06852e+14 3.52522e+13 4.93206e+13 3.41719e+13 7.9969e+13 8.0084e+13 3.23925e+13 3.1708e+13 3.16661e+13 4.61297e+13 3.04218e+13 2.74247e+13 3.00913e+13 5.39376e+13 6.6168e+13 7.46115e+13 6.59477e+13 1.30448e+14 6.62221e+13 5.3357e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 97.020000000000024 55.910578700000009 55.922096200000006 142.05000000000004 37.503969450000007 56.858606850000008 59.91832440000001 82.956351500000011 82.948524700000021 125.02000000000002 55.82518790000001 59.939085000000013 37.755233900000007 130.05000000000004 59.905532300000012 59.933037250000005 55.071632200000003 63.565651350000003 59.91832440000001 6.0000000000000009 3.5000000000000004 30.315889700000003 59.950512650000007 59.990753350000013 30.370944000000005 65.805000000000021
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 3 7 5 -5 -7 13 9 -9 -11 12 -4 21 17 18 -10 -15 -16 -20 -14 22 -2 26 25 -25 28 -28 29 -24
right_child=1 -3 11 4 -6 6 -8 8 16 10 -12 -13 20 14 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=313.26675176426966 -432.55526153147684 16.224806551271808 -2826.7711289144586 -6657.0065221908244 -151919.95453125003 92865.980473071075 25284.05539704267 -17492.281078016495 178870.42625000002 242163.24927884617 22463.274174837457 2128.7996318005253 -56983.356487446443 -162495.09617346941 129514.50661057694 -74108.054934731015 29316.921484375001 -51396.558127170138 -25361.347553914387 143920.4525568182 -14649.579283703661 -59293.213802083337 53979.922594825635 -49026.87276389898 164508.0966796875 9679.3762457611356 -34801.956249602481 13617.008195865821 -16314.869771321617 18923.631577317316
leaf_weight=236154 22489 3715317 75350 282 20 226 680 180 30 26 149 15618 248 49 39 79 28 54 60 22 538 75 690 430 20 436 737 2271 336 1171
leaf_count=236154 22489 3715317 75350 282 20 226 680 180 30 26 149 15618 248 49 39 79 28 54 60 22 538 75 690 430 20 436 737 2271 336 1171
internal_value=0 -19.2772 -1097.49 2207.51 27537.4 30558.6 42142.2 1165.72 30706.2 18294.8 55104.4 -2198.96 -3086.72 744.41 -32662 4205.49 106672 -104249 55335.8 20055.7 -28006.8 1097.65 1256.13 7491.04 -15317.4 -19470.4 11373.5 1753.72 24544.3 31921.4
internal_weight=0 3.83765e+06 122333 30579 1208 1188 906 29371 413 355 175 91754 76136 28958 303 200 58 103 121 82 786 28655 28580 6091 886 866 5205 3008 2197 1861
internal_count=4073804 3837650 122333 30579 1208 1188 906 29371 413 355 175 91754 76136 28958 303 200 58 103 121 82 786 28655 28580 6091 886 866 5205 3008 2197 1861
is_linear=0
shrinkage=0.1


Tree=1651
num_leaves=31
num_cat=0
split_feature=6 5 1 3 0 4 6 4 4 4 0 6 6 6 4 2 6 0 0 2 1 3 1 2 0 1 1 1 4 5
split_gain=2.42504e+12 1.23651e+13 3.65613e+13 4.81556e+13 7.95096e+13 6.85158e+13 7.3542e+13 2.30297e+13 1.66384e+13 6.69021e+13 1.26961e+14 4.56202e+13 3.55845e+13 3.4363e+13 4.93636e+13 6.38143e+13 2.943e+13 2.95696e+13 3.46623e+13 2.62317e+13 3.67159e+13 1.73696e+13 1.6564e+13 4.10367e+13 4.50996e+13 2.55463e+13 2.38479e+13 2.32154e+13 3.43573e+13 3.2081e+13
threshold=142.05000000000004 2.5000000000000004 30.452677500000004 3.5000000000000004 59.91832440000001 13.500000000000002 247.90000000000001 25.500000000000004 8.5000000000000018 5.5000000000000009 54.762682300000009 247.90000000000001 149.05000000000004 189.00000000000003 16.500000000000004 2865.5000000000005 247.90000000000001 54.980317700000008 55.972700350000004 2882.5000000000005 39.178027400000005 1.5000000000000002 38.166910000000009 1250.5000000000002 55.801384500000005 38.430814800000007 38.782330450000011 38.066230450000006 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 3 4 -2 6 -5 8 9 16 -11 -12 -10 14 15 -14 17 19 -19 20 -4 -18 27 24 25 -24 -25 -3 29 -29
right_child=1 22 7 5 -6 -7 -8 -9 12 10 11 -13 13 -15 -16 -17 21 18 -20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=5.459858560525003 -91334.032500058136 2556.1119473248068 -29224.738020833334 -303376.43482142861 187263.39688964846 23910.796553308825 -62540.634960937503 105910.06346875001 -102341.35459558824 12561.668843947786 331956.19114583335 123514.81210937501 87886.745003255215 -6962.1474068254138 120056.47018465911 -153973.68843750001 -8102.4444377030486 -194573.66464843752 -31930.458203125003 -41376.081078259704 160094.24183593752 26693.81371525312 -54040.197622282605 -84108.588585069461 -19966.4927088882 -197458.08969907407 -2615.9515812933328 127529.12863136575 -40861.802343750001 1171.5685546875
leaf_weight=4053505 21 3787 21 21 20 34 32 25 34 79 21 21 24 566 55 20 202 20 38 58 20 495 23 36 132 27 14349 54 32 32
leaf_count=4053505 21 3787 21 21 20 34 32 25 34 79 21 21 24 566 55 20 202 20 38 58 20 495 23 36 132 27 14349 54 32 32
internal_value=0 -1090.28 6757.54 -44781.1 44567.2 -86887.8 -157966 10640.4 9217.6 17659 87250.1 227736 -2556.89 2544.87 56898.1 -22049.8 7798.91 -31315.1 -88014.3 1902.55 63126 16609.4 -1866.48 -3416.91 -50603.7 -131486 -2819.9 3917.15 47597.3 80512.4
internal_weight=0 20299 1827 128 41 87 53 1699 1674 975 121 42 699 665 99 44 854 157 58 99 41 697 18472 14567 182 50 14385 3905 118 86
internal_count=4073804 20299 1827 128 41 87 53 1699 1674 975 121 42 699 665 99 44 854 157 58 99 41 697 18472 14567 182 50 14385 3905 118 86
is_linear=0
shrinkage=0.1


Tree=1652
num_leaves=31
num_cat=0
split_feature=3 4 6 0 0 1 6 0 3 6 6 0 4 6 0 2 0 0 6 0 1 6 5 1 0 6 0 0 1 6
split_gain=2.42744e+12 1.44e+13 2.51234e+13 4.85394e+13 6.42231e+13 7.1602e+13 6.79387e+13 5.72381e+13 4.34561e+13 3.86685e+13 3.66936e+13 3.4419e+13 3.44054e+13 3.37616e+13 3.24239e+13 8.66834e+13 5.84337e+13 5.62179e+13 3.23179e+13 3.16372e+13 9.16369e+13 6.96556e+13 4.89817e+13 5.75144e+13 6.15905e+13 5.84396e+13 5.32154e+13 7.26352e+13 4.85825e+13 4.02156e+13
threshold=4.5000000000000009 6.5000000000000009 74.615000000000009 45.015054600000006 45.001720900000002 39.873894000000007 110.01500000000001 43.687280500000007 5.5000000000000009 189.00000000000003 156.15000000000003 45.07004340000001 5.5000000000000009 138.05000000000004 59.963561900000009 3338.0000000000005 59.882709350000006 59.864072000000007 87.395000000000024 59.939085000000013 30.323041000000003 75.010000000000005 2.5000000000000004 30.345769800000003 59.933037250000005 118.04500000000002 59.91832440000001 59.933037250000005 30.330566300000005 116.05000000000001
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 18 9 10 13 12 -5 -8 16 -16 17 -13 -4 21 29 -18 26 -24 -25 -26 -23 28 -28 -21
right_child=1 -3 3 11 -6 -7 8 -9 -10 -11 -12 14 -14 -15 15 -17 19 -19 -20 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=81.741728613989878 -509.1921012238181 12.704293484656329 -62811.92849500195 46437.97855302527 -123489.43139204546 -2250.1725214187413 2126.346402075983 -30847.065550059328 79573.514024697593 -118765.92628528227 94112.925111607154 -2922.3573240256055 1365.8310002165022 -123204.97534179688 48595.616805071157 -12591.010417400035 132766.10841471356 62904.843389939168 -136117.95947265625 -64987.713350841484 41317.284594827041 8238.9525831653227 -7752.9372706072363 -37956.408614219436 -88304.962924890351 -283448.30520833336 -322919.21789772733 7316.3909090909092 -132205.03253676472 11313.91350145527
leaf_weight=1920388 193208 1940754 161 282 55 1752 124 442 62 31 35 13456 424 26 420 516 24 131 96 214 243 31 442 229 57 21 22 22 34 102
leaf_count=1920388 193208 1940754 161 282 55 1752 124 442 62 31 35 13456 424 26 420 516 24 131 96 214 243 31 442 229 57 21 22 22 34 102
internal_value=0 -72.8962 -854.086 -4279.42 -16502.4 -14346.2 -36037.2 -52667.3 5777.35 -15404.9 1915.08 -2238.1 19369.2 -19597.7 -3193.67 14864.5 -4318.41 -2287.68 -90194.7 -23465.9 -4853.76 -35262 -39962.1 -30847.3 -64097.1 -140844 -102595 -146644 -207128 -40358.7
internal_weight=0 2.15342e+06 212662 19454 2784 2729 977 699 278 216 185 16670 706 150 15964 936 15028 13587 257 1441 559 882 858 749 307 78 109 78 56 316
internal_count=4073804 2153416 212662 19454 2784 2729 977 699 278 216 185 16670 706 150 15964 936 15028 13587 257 1441 559 882 858 749 307 78 109 78 56 316
is_linear=0
shrinkage=0.1


Tree=1653
num_leaves=31
num_cat=0
split_feature=1 3 1 0 0 6 7 0 6 4 4 6 3 6 6 3 3 4 4 7 0 4 4 0 6 0 0 6 6 4
split_gain=2.33316e+12 1.97031e+13 2.85622e+13 5.20911e+13 1.53259e+14 1.05511e+14 9.87817e+13 2.49516e+14 1.12814e+14 1.60411e+14 1.41484e+14 6.95149e+13 6.5915e+13 7.60194e+13 1.99295e+14 2.06e+14 5.5493e+13 6.23508e+13 6.00321e+13 6.96276e+13 5.19872e+13 5.0203e+13 5.45681e+13 4.75912e+13 1.35049e+14 4.05933e+13 4.91733e+13 3.90551e+13 6.92629e+13 5.01127e+13
threshold=30.226173900000003 16.500000000000004 30.205407000000005 60.028671700000011 60.002985000000002 86.920000000000016 6.0000000000000009 60.034792100000011 114.05000000000001 12.500000000000002 11.500000000000002 73.00500000000001 8.5000000000000018 54.410000000000004 55.015000000000008 7.5000000000000009 2.5000000000000004 23.500000000000004 13.500000000000002 6.0000000000000009 59.933037250000005 14.500000000000002 15.500000000000002 59.990753350000013 91.02500000000002 59.848366150000011 59.838047850000002 59.245000000000012 68.00500000000001 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 11 21 7 8 9 10 -5 12 13 -4 15 -15 17 -13 -18 23 25 -6 -23 -20 -25 26 -14 -22 -29 -30
right_child=-2 -3 3 6 5 -7 -8 -9 -10 -11 -12 16 20 14 -16 -17 18 -19 19 -21 27 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-31.12587355218416 12.134213614811143 5669.8615750278077 -4908.7959337671373 101976.74024927172 -43776.663063967848 -94012.142141710967 -7503.9791734914152 4358.3433823159057 -811.4025797526042 60040.668714052917 319173.1887295082 -9564.5908350626632 -15768.985704871699 -47729.229915364587 -21197.403107416467 -311947.31846874999 55911.828192358618 -183795.65964673914 32049.362903947214 -97054.940959087166 11689.686451588232 99930.757259114587 -15899.848709718697 60956.157732077212 -143981.47426197489 -35009.365198936161 90706.95660564366 99302.038169270847 -110937.67109375 39145.487339469182
leaf_weight=81363 3971697 4969 2864 59 814 241 3811 1997 96 163 61 192 123 72 1083 50 444 23 509 57 964 42 1286 68 61 373 67 150 32 73
leaf_count=81363 3971697 4969 2864 59 814 241 3811 1997 96 163 61 192 123 72 1083 50 444 23 509 57 964 42 1286 68 61 373 67 150 32 73
internal_value=0 -471.989 -786.17 -4680.47 -9296.55 -31280.4 2473.07 18475.8 92862.6 124639 212385 -2025.55 -6750.71 -13774.7 -34847 -156015 18393.1 -28203.3 27188.8 8839.05 9287.92 -24222.4 -12236.5 18299.8 -35952.3 -15845 21777.8 20895.6 55697.7 -6594.14
internal_weight=0 102107 97138 15775 9588 2383 6187 2376 379 283 120 7205 5851 4069 1205 122 1354 215 1139 695 1782 2142 1328 638 129 563 190 1219 255 105
internal_count=4073804 102107 97138 15775 9588 2383 6187 2376 379 283 120 7205 5851 4069 1205 122 1354 215 1139 695 1782 2142 1328 638 129 563 190 1219 255 105
is_linear=0
shrinkage=0.1


Tree=1654
num_leaves=31
num_cat=0
split_feature=2 1 0 5 0 0 7 0 6 4 6 4 3 4 6 6 6 4 4 6 6 6 6 5 3 4 5 2 0 0
split_gain=2.24603e+12 2.979e+13 3.32243e+13 3.27672e+13 2.64686e+13 2.01923e+13 2.07125e+13 1.9906e+13 1.82813e+13 1.713e+13 1.71399e+13 2.05227e+13 1.86282e+13 1.34448e+13 1.37847e+13 1.12572e+13 1.10885e+13 1.08681e+13 1.07984e+13 1.06623e+13 1.03432e+13 1.01949e+13 2.65838e+13 1.05539e+13 9.99859e+12 9.69737e+12 1.52072e+13 9.24321e+12 2.23455e+13 1.73573e+13
threshold=11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 44.249882500000005 43.472751400000007 6.0000000000000009 44.046956350000009 67.445000000000007 13.500000000000002 104.01000000000001 8.5000000000000018 2.5000000000000004 11.500000000000002 122.65000000000002 49.485000000000007 149.05000000000004 9.5000000000000018 5.5000000000000009 88.825000000000003 74.615000000000009 85.020000000000024 86.030000000000015 1.5000000000000002 4.5000000000000009 10.500000000000002 2.5000000000000004 11293.500000000002 45.00849250000001 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 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 5 19 7 6 8 15 -3 10 12 -12 18 14 -8 -2 -5 -6 20 -4 -10 23 24 -14 -23 26 -25 -1 29 -29
right_child=1 2 3 16 17 -7 13 -9 9 -11 11 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.31891835087742476 -2602.568882543801 30.116728492945182 3981.4723396035151 20896.566651258541 2998.657441236152 -47975.320936650824 8697.2197387452234 -59431.486791015632 29201.280338062959 -88323.620528017243 -5419.1492479026574 50900.135698297054 -63203.153804347829 60938.842544157611 -20758.490509844654 -26416.210179192116 -50546.008025568182 76469.562658110124 -22986.516396755644 -42072.819416360297 -4749.7004319151429 -145528.30039062499 -25460.761098116171 24423.883467413154 -52952.8287890625 -62163.866887019227 -17462.169901767989 -22566.57514894471 -13090.277253835953 4991.7974010212201
leaf_weight=4055131 338 3689 3512 1737 488 92 1946 125 153 29 237 89 46 46 173 481 22 21 144 51 217 28 241 103 20 39 547 258 1799 2002
leaf_count=4055131 338 3689 3512 1737 488 92 1946 125 153 29 237 89 46 46 173 481 22 21 144 51 217 28 241 103 20 39 547 258 1799 2002
internal_value=0 1237.49 2737.66 8835.5 -12350.7 -1402.25 -849.164 -22261.4 -4069.37 -12058.3 -10871.8 9956.36 -15286.6 7453.47 6292.39 -16588.4 20003 6029.87 247.184 3322.26 9289.49 -23083.8 -38996.2 -16827.1 -106955 -13730.8 -10824.8 -4.45526 -4774.08 1845.75
internal_weight=0 14614 13161 5322 1453 7839 7747 944 5582 1893 1864 326 1538 2165 2119 819 1759 509 514 3563 370 1024 289 735 48 689 650 4.05919e+06 4059 2260
internal_count=4073804 14614 13161 5322 1453 7839 7747 944 5582 1893 1864 326 1538 2165 2119 819 1759 509 514 3563 370 1024 289 735 48 689 650 4059190 4059 2260
is_linear=0
shrinkage=0.1


Tree=1655
num_leaves=31
num_cat=0
split_feature=2 6 3 2 4 6 3 3 3 3 0 0 6 6 1 1 1 0 1 1 2 1 1 4 6 1 3 4 4 6
split_gain=2.25531e+12 6.18283e+12 4.98389e+12 2.36918e+12 7.47394e+12 8.05488e+12 7.34849e+12 7.08613e+12 4.05031e+12 3.59836e+12 2.23797e+12 1.87973e+13 8.89702e+13 3.53082e+13 3.35024e+13 3.1582e+13 1.94292e+13 1.60469e+13 4.07112e+13 6.47073e+13 6.29034e+13 3.59495e+13 9.85877e+13 8.01197e+13 8.95442e+13 4.66961e+13 4.39899e+13 5.287e+13 6.19854e+13 8.62263e+13
threshold=15792.500000000002 44.010000000000012 4.5000000000000009 14143.500000000002 9.5000000000000018 65.00500000000001 1.5000000000000002 7.5000000000000009 4.5000000000000009 6.5000000000000009 54.94110555000001 54.943815050000005 108.05000000000001 27.215000000000003 37.374856000000008 83.117716000000016 82.958608050000009 54.86311005000001 37.425454150000007 53.252814850000007 5325.0000000000009 82.958608050000009 82.975438000000011 2.5000000000000004 60.605000000000011 82.911604200000014 15.500000000000002 8.5000000000000018 4.5000000000000009 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 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 10 5 7 -7 9 -8 -5 17 12 13 16 -15 -16 -12 -1 -19 -20 -21 23 -23 25 -25 -22 27 28 29 -24
right_child=1 2 -4 4 -6 6 8 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 19 20 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=39.89887643437217 -45545.088728027345 -16602.598076171878 41817.245652173915 1984.4337347606779 -33987.839029947922 -19476.001069972826 57250.267024253728 42375.157419603929 14003.928973388673 -36833.778882812498 30953.140896930017 -22.734700431135344 208439.27453125 48724.782993750006 -3383.2683855768128 37399.492500281216 -26783.851368645057 -8225.008444884952 10093.008185492014 -26000.889735036464 24126.105473694624 37547.943231130695 -3414.2893697162408 594.96558318838959 -19456.054591452663 117894.22071777345 -30190.308484143625 8451.4173289556384 -13814.124862883908 35475.743556263114
leaf_weight=1254637 40 40 23 533 45 23 67 43 32 25 448 2738461 20 125 32470 191 67 3638 9463 858 158 866 2221 13111 2683 80 392 9297 2980 767
leaf_count=1254637 40 40 23 533 45 23 67 43 32 25 448 2738461 20 125 32470 191 67 3638 9463 858 158 866 2221 13111 2683 80 392 9297 2980 767
internal_value=0 -14797.2 4725.28 0.374135 5554.01 8015.13 31442.2 3259.55 43271.7 245.267 -0.67307 -51.4606 -2412.28 -2538.91 -2947.01 -3144.77 23441.7 107.517 1931.41 2793.18 725.769 1430.16 4703.47 -1943.4 -2811.19 55644.8 2886.82 3736.23 -3609.14 6568.53
internal_weight=0 103 63 4.0737e+06 768 723 122 601 99 558 4.07293e+06 2.77178e+06 33321 33301 32786 32661 515 1.30115e+06 46514 42876 33413 32555 16523 16032 15794 238 15657 15265 5968 2988
internal_count=4073804 103 63 4073701 768 723 122 601 99 558 4072933 2771782 33321 33301 32786 32661 515 1301151 46514 42876 33413 32555 16523 16032 15794 238 15657 15265 5968 2988
is_linear=0
shrinkage=0.1


Tree=1656
num_leaves=31
num_cat=0
split_feature=4 1 1 0 7 0 0 1 0 0 0 0 0 1 0 0 0 1 0 6 0 1 1 0 0 1 2 0 0 2
split_gain=2.29056e+12 1.71828e+13 3.80255e+13 8.57009e+13 7.54346e+13 2.03859e+14 2.28925e+14 3.62505e+14 1.56506e+14 2.28121e+14 2.23432e+14 1.46764e+14 2.33752e+14 1.3203e+14 1.11303e+14 1.16991e+14 1.08163e+14 1.03787e+14 1.04591e+14 9.8254e+13 9.86922e+13 9.82219e+13 9.0979e+13 1.49759e+14 1.67766e+14 2.30347e+14 1.24139e+14 1.31211e+14 1.65474e+14 9.07997e+13
threshold=10.500000000000002 37.957884500000006 37.843405600000004 50.596941950000009 6.0000000000000009 55.649510000000014 55.768246800000007 37.897576350000001 55.988910100000005 55.801384500000005 56.006509350000009 55.783232450000007 55.759969450000007 37.858952300000006 55.759969450000007 55.710673100000008 55.922096200000006 37.924401400000008 55.554045200000012 88.825000000000003 55.910578700000009 37.924401400000008 37.897576350000001 55.633951400000008 55.702806750000008 37.924401400000008 75.000000000000014 55.702806750000008 55.753967500000009 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 7 29 9 11 13 12 22 -10 15 -9 19 18 -5 -8 -21 -17 26 -24 -25 -26 -6 -28 -29 -7
right_child=1 -3 3 4 8 6 16 14 10 -11 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=58.025769148346605 60.766223388172222 -387.32798617185716 135010.32020886481 -67.264360482143928 -36618.550341469403 16365.297305808852 -7240.608309764124 6293.6212922632949 182208.36990792412 -29233.445554938065 16235.781772491187 24901.486030391156 -56844.315433966513 -86682.131845238095 198171.32190193966 27167.897257179226 8964.3656077051619 110195.0796345339 -41776.75851936773 -78141.028946963823 70951.999126838244 -51883.870953752368 68167.299937729782 -6587.071476644307 75095.321836128453 67.681845076795653 2916.5222188073767 -36847.965357263332 46796.371443892043 42165.32841533974
leaf_weight=2547999 598933 872386 49 1047 1081 1929 5815 6788 140 2850 686 2271 746 21 29 207 5270 59 1412 343 51 653 425 3344 716 955 10976 1690 275 4658
leaf_count=2547999 598933 872386 49 1047 1081 1929 5815 6788 140 2850 686 2271 746 21 29 207 5270 59 1412 343 51 653 425 3344 716 955 10976 1690 275 4658
internal_value=0 -96.8994 290.855 2820.08 2701.1 6283.68 8939.93 17399.5 -1166.85 -2580.84 41117.6 798.313 -1910.43 147136 2632.75 1891.3 -1572.07 -20872.8 -24017.6 -10515.1 -58842.2 -32856.3 195.245 11172.2 6342.12 32216 -4063.4 -1343.97 -25142 34609.8
internal_weight=0 1.5258e+06 653419 54486 54437 28261 25743 14264 26176 25329 847 22479 20208 161 7677 7648 11479 2518 2459 6209 394 860 19462 5440 5015 1671 14022 12941 1965 6587
internal_count=4073804 1525805 653419 54486 54437 28261 25743 14264 26176 25329 847 22479 20208 161 7677 7648 11479 2518 2459 6209 394 860 19462 5440 5015 1671 14022 12941 1965 6587
is_linear=0
shrinkage=0.1


Tree=1657
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 6 4 4 5 0 6 6 6 6 5 0 1 4 6 5 1 7 4 1 0 1 5 4 0
split_gain=2.32131e+12 3.61131e+13 8.93387e+13 9.53037e+13 1.91739e+14 1.18771e+14 4.88243e+13 4.52387e+13 1.41687e+14 8.6041e+13 3.97855e+13 3.83131e+13 3.42616e+13 3.01912e+13 5.16398e+13 3.02305e+13 2.91446e+13 5.8758e+13 2.73783e+13 2.69238e+13 5.33553e+13 2.48089e+13 5.97117e+13 7.72389e+13 1.15401e+14 1.72621e+14 1.03806e+14 8.86282e+13 7.21346e+13 6.11957e+13
threshold=43.56803845000001 42.186961750000002 5762.5000000000009 55.111813300000001 54.916864950000011 43.047633000000012 63.855000000000011 8.5000000000000018 5.5000000000000009 2.5000000000000004 55.390026600000006 79.710000000000022 76.605000000000004 128.05000000000004 116.05000000000001 3.5000000000000004 44.046956350000009 43.047633000000012 9.5000000000000018 85.020000000000024 3.5000000000000004 47.386825600000002 6.0000000000000009 9.5000000000000018 47.17130860000001 56.148747500000006 43.862029600000007 3.5000000000000004 24.500000000000004 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -6 8 -3 -9 -5 18 -7 14 -11 -15 17 -16 -4 -10 -21 22 23 24 26 -26 -2 -25 -29 -28
right_child=21 2 11 5 6 12 -8 9 19 13 -12 -13 -14 15 16 -17 -18 -19 -20 20 -22 -23 -24 27 25 -27 29 28 -30 -31
leaf_value=-22.883541199945597 5033.4935468630383 -680.67339609626083 -25899.97720837847 -4625.0178824491286 82636.1449295044 -6002.6114835135759 220737.56884765625 1755.3610451790596 21326.879934141372 -21551.597493681067 -58658.324175206631 -63967.696841506324 -40413.257792572636 120047.00684267242 -124496.08228920992 -30007.901312500002 -190902.24192708335 61486.82284375 20542.503021494547 65863.04131487367 -28216.78005136986 -30.797191575006892 -3040.8187658364623 6741.8369360990009 5301.1493811358578 44625.577473740595 -1886.9462827329703 -21035.194404677768 157458.46480978263 -12193.72354017792
leaf_weight=2023178 22099 13122 1071 172 128 6907 32 3968 1800 1955 656 242 302 29 53 25 24 25 144 346 73 1847586 27556 38012 16744 1196 58495 1451 23 6390
leaf_count=2023178 22099 13122 1071 172 128 6907 32 3968 1800 1955 656 242 302 29 53 25 24 25 144 346 73 1847586 27556 38012 16744 1196 58495 1451 23 6390
internal_value=0 -74.8457 -3458.02 -2268.75 1193.08 -11564 110256 378.416 3271.32 -6922.14 -47434 -27632.8 -7444.15 -23233.1 -25170.7 50577.1 -94537 -64886.2 -20395.7 26641.4 49472 76.1317 1224.97 2038.95 620.211 7922.78 -885.906 5808.9 -18250 -2901.98
internal_weight=0 2.05425e+06 31074 29617 21580 8037 160 21420 15341 6079 828 1457 7209 2111 2057 54 102 78 1215 2219 419 2.01955e+06 171966 144410 104924 17940 86984 39486 1474 64885
internal_count=4073804 2054252 31074 29617 21580 8037 160 21420 15341 6079 828 1457 7209 2111 2057 54 102 78 1215 2219 419 2019552 171966 144410 104924 17940 86984 39486 1474 64885
is_linear=0
shrinkage=0.1


Tree=1658
num_leaves=31
num_cat=0
split_feature=2 0 6 1 0 5 0 0 2 6 0 6 4 7 6 0 1 0 6 0 4 6 3 1 4 4 0 1 1 6
split_gain=2.54917e+12 1.26426e+13 4.1075e+13 2.93771e+13 5.00916e+13 4.74828e+13 4.32366e+13 9.74058e+13 6.03168e+13 5.71262e+13 5.13168e+13 6.9531e+13 7.06821e+13 7.66276e+13 4.52021e+13 4.35186e+13 4.07148e+13 4.00118e+13 3.64758e+13 3.36354e+13 3.96871e+13 3.34132e+13 3.29993e+13 2.97872e+13 2.89786e+13 2.79976e+13 2.7236e+13 6.23418e+13 5.49817e+13 3.57452e+13
threshold=3338.0000000000005 57.14107305000001 46.010000000000012 30.624707450000006 58.08467765000001 2.5000000000000004 59.963561900000009 59.864072000000007 5719.5000000000009 120.05000000000001 60.042359000000012 91.02500000000002 6.5000000000000009 6.0000000000000009 66.990000000000023 59.764576050000009 59.999510900000011 60.753246850000004 94.02500000000002 60.034792100000011 5.5000000000000009 81.705000000000013 2.5000000000000004 118.02765200000002 8.5000000000000018 12.500000000000002 57.978821400000008 55.957851400000003 59.317422600000008 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 21 7 8 9 15 11 12 19 -14 -9 25 -10 -12 24 -8 -21 -4 -11 -18 -7 -6 -5 29 -29 -28
right_child=1 2 3 4 6 18 10 14 16 22 17 -13 13 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-65.850785314031356 -10.753677481365548 -664.05078089020162 2657.1109776411181 2227.0078591748284 -6019.3482343318583 7956.4283054382095 42203.088606241945 -22611.716714976305 20808.609083054795 -1787.1263749999998 -20566.550510260469 -41325.285087148215 18818.813923593752 -72764.46155401213 -69238.782995785747 25598.133008471494 -16266.270510864259 511.90154555466529 -11105.182135845429 40704.669038205029 179012.56145833334 -41144.24762093927 -142975.98348214288 23303.805351562503 22229.275534291042 -22862.186394801756 -13258.242933940506 11119.16457899767 -25424.500833443617 -142114.21899857954
leaf_weight=2406287 1453071 100343 10846 42433 6139 2772 527 722 1455 25 930 171 625 107 292 389 709 28444 577 41 42 177 49 260 2922 1176 1004 10819 428 22
leaf_count=2406287 1453071 100343 10846 42433 6139 2772 527 722 1455 25 930 171 625 107 292 389 709 28444 577 41 42 177 49 260 2922 1176 1004 10819 428 22
internal_value=0 95.025 811.774 2109.63 1431.44 5905.98 -1161.46 -6479.33 -3541.35 -7833.83 769.625 18729.5 26381.8 5431.64 -36038.8 -6993.9 10232.1 -155.456 12853 51522 110692 1953.78 -95277 -5648.91 15280.9 -8727.1 3427 7575.88 9728.51 -16021.2
internal_weight=0 1.66752e+06 214446 114103 96809 17294 42103 11216 10202 7778 30887 1513 1342 732 1014 7704 2424 29374 6271 610 83 11023 74 969 5694 7315 54706 12273 11247 1026
internal_count=4073804 1667517 214446 114103 96809 17294 42103 11216 10202 7778 30887 1513 1342 732 1014 7704 2424 29374 6271 610 83 11023 74 969 5694 7315 54706 12273 11247 1026
is_linear=0
shrinkage=0.1


Tree=1659
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 1 1 1 4 1 1 6 1 6 6 4 1 4 6 1 1 1 2 4 6 3 5 0 3 6
split_gain=2.49389e+12 3.15063e+13 9.67117e+13 1.75674e+14 5.54855e+13 5.12323e+13 1.62441e+14 1.82486e+14 1.25299e+14 8.18478e+13 4.60185e+13 4.21289e+13 4.15488e+13 3.78151e+13 3.56434e+13 5.042e+13 2.91562e+13 3.64891e+13 2.82705e+13 2.57339e+13 2.47984e+13 2.46383e+13 2.79626e+13 2.43831e+13 3.50358e+13 2.41907e+13 3.03478e+13 6.63689e+13 4.55499e+13 5.65625e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 9.5000000000000018 39.105193450000009 39.652459050000012 39.625203600000013 3.5000000000000004 39.231261550000006 37.702956500000006 49.895000000000003 38.893394150000006 168.45000000000002 54.010000000000012 24.500000000000004 44.064675150000006 8.5000000000000018 112.00500000000001 37.924401400000008 38.166910000000009 44.628646350000004 10391.500000000002 8.5000000000000018 65.805000000000021 12.500000000000002 3.5000000000000004 45.090603300000005 11.500000000000002 149.05000000000004
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=25 2 3 4 12 14 7 9 -9 -7 -5 -10 -2 -14 -4 -16 17 -8 21 -12 -21 -18 -23 24 -13 26 -1 28 -28 -30
right_child=1 -3 5 10 -6 6 16 8 11 -11 19 23 13 -15 15 -17 18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-178.4084247658331 -17549.32192466806 4.1947532303992023 -5216.0894702753649 8511.9284982867739 -15471.460916554961 23762.820451319298 -7338.8021344309282 -2957.1745455655187 105719.92021780304 -13922.517323140772 -50792.11924978852 110037.05282258066 26344.018850069151 126613.6980263158 -14182.277388384467 134126.22510190218 9561.2142791931092 -38066.353373927697 -95454.778658621653 -3642.9595887905803 -20368.566215304825 -83239.986270491805 -4129.7505073593047 303765.4994318182 275043.82272727269 2016.679586821361 2992.5293002655189 53701.608330801508 28429.897217987804 183680.89197198278
leaf_weight=470922 218 3476901 17970 1698 373 2138 7321 66 66 789 157 31 3683 38 6845 23 1834 408 28 2532 1364 61 167 22 22 64555 13150 270 123 29
leaf_count=470922 218 3476901 17970 1698 373 2138 7321 66 66 789 157 31 3683 38 6845 23 1834 408 28 2532 1364 61 167 22 22 64555 13150 270 123 29
internal_value=0 -30.8802 -2579.3 6132.56 21391.4 -4899.1 199.5 20021.5 110760 13604.4 -5308.26 163989 24882.1 27368 -7558.01 -13685.6 -6127.22 -8960.85 4351.78 -11098.2 -9498.64 5707.06 -25295.2 215266 178530 198.243 -44.0493 4617.95 3621.66 58050.2
internal_weight=0 3.52476e+06 47854 10063 4312 37791 12953 3134 207 2927 5751 141 3939 3721 24838 6868 9819 7729 2090 4053 3896 2062 228 75 53 549049 484494 13572 13302 152
internal_count=4073804 3524755 47854 10063 4312 37791 12953 3134 207 2927 5751 141 3939 3721 24838 6868 9819 7729 2090 4053 3896 2062 228 75 53 549049 484494 13572 13302 152
is_linear=0
shrinkage=0.1


Tree=1660
num_leaves=31
num_cat=0
split_feature=4 0 0 5 6 1 1 1 6 1 6 3 3 6 6 1 3 1 6 1 6 6 5 1 1 3 3 3 6 3
split_gain=2.60702e+12 1.77242e+13 5.0707e+13 5.078e+13 4.51208e+13 3.57451e+13 7.09831e+13 4.62622e+13 5.06228e+13 3.2305e+13 5.75463e+13 7.43215e+13 7.25101e+13 3.92914e+13 8.59447e+13 7.15041e+13 6.28302e+13 1.03422e+14 8.49092e+13 7.32506e+13 4.13466e+13 8.51022e+13 1.18818e+14 5.80908e+13 3.9855e+13 3.85781e+13 3.67368e+13 9.35367e+13 5.91044e+13 3.68296e+13
threshold=5.5000000000000009 55.026775150000006 55.018166200000003 1.5000000000000002 63.005000000000003 82.901648750000021 82.906746050000024 82.860505900000007 59.815000000000005 82.963919600000011 59.010000000000012 7.5000000000000009 6.5000000000000009 98.020000000000024 96.050000000000011 82.918694400000007 4.5000000000000009 82.918694400000007 134.05000000000004 82.941727000000014 86.030000000000015 87.395000000000024 2.5000000000000004 82.93515810000001 82.911604200000014 7.5000000000000009 15.500000000000002 12.500000000000002 108.05000000000001 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 4 -4 -2 7 -7 8 -5 13 -11 12 -12 14 15 24 17 18 -15 -19 -17 22 -22 -23 -8 -25 27 29 -28 -18
right_child=1 -3 3 5 -6 6 9 -9 -10 10 11 -13 -14 16 -16 20 26 19 -20 -21 21 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=127.93468819987299 541.83639540444597 -255.68174922138053 13.92516026009881 27329.145604547914 -818.67226677802182 141671.46993140245 32345.897986260781 -47912.514258716728 -10162.736599374079 14846.744640038056 -267.59261843157446 -27347.476840134728 51004.863650244304 270497.78025768651 164552.11173780489 13230.385746180327 -12043.189076159317 -14674.494606250002 10069.257328869047 86957.574724786929 29371.231982421876 -67773.445567626957 352027.5174107143 122449.5685444079 126755.12580247963 26873.175730324961 171828.29181250001 -102070.21660786291 3615.1692052165354 111746.69975000001
leaf_weight=1145099 831119 1723893 13786 517 344936 41 87 216 1187 3562 2716 933 307 31 41 3632 622 250 21 99 25 50 21 57 92 163 25 124 127 25
leaf_count=1145099 831119 1723893 13786 517 344936 41 87 216 1187 3562 2716 933 307 31 41 3632 622 250 21 99 25 50 21 57 92 163 25 124 127 25
internal_value=0 -50.0214 244.246 4392.99 142.8 8425.43 10299.6 -4314.12 1212.44 9885.6 5626.58 -2675.3 4939.37 15715.8 20483 19051.7 708.454 33758.3 165325 14155.2 16249 50943.5 176671 29523.3 80869.1 51636.2 -13650.1 -22508.3 31281.8 -7259.96
internal_weight=0 2.9287e+06 1.20481e+06 28757 1.17606e+06 14971 13051 1920 1704 13010 7518 3956 3023 5492 4168 4127 1324 401 52 349 3948 316 46 270 179 220 923 771 152 647
internal_count=4073804 2928705 1204812 28757 1176055 14971 13051 1920 1704 13010 7518 3956 3023 5492 4168 4127 1324 401 52 349 3948 316 46 270 179 220 923 771 152 647
is_linear=0
shrinkage=0.1


Tree=1661
num_leaves=31
num_cat=0
split_feature=4 0 0 1 6 5 1 1 6 6 6 6 6 1 6 1 5 0 1 6 6 1 0 6 1 0 0 6 1 6
split_gain=2.32691e+12 6.14906e+12 2.68268e+13 1.77716e+13 1.7173e+13 3.3803e+13 5.16797e+13 1.85956e+13 1.9103e+13 3.32833e+13 1.16051e+13 1.12452e+13 1.33677e+13 2.40594e+13 1.54446e+13 2.01356e+13 1.44646e+13 1.33563e+13 1.1807e+13 1.24903e+13 1.07287e+13 1.04935e+13 1.64582e+13 1.01487e+13 1.09837e+13 1.97061e+13 1.00541e+13 1.59161e+13 1.02612e+13 9.12535e+12
threshold=2.5000000000000004 45.036141150000006 45.00849250000001 39.044653900000007 59.815000000000005 3.5000000000000004 38.965413050000002 38.977585500000011 85.020000000000024 96.050000000000011 58.605000000000011 76.605000000000004 100.05000000000001 47.256487700000001 108.05000000000001 39.777866350000004 2.5000000000000004 44.878071950000013 39.873894000000007 149.05000000000004 92.02500000000002 41.912736000000002 44.601833250000006 96.050000000000011 43.80299105000001 44.685196900000008 45.029425500000009 72.50500000000001 39.105193450000009 118.04500000000002
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 11 4 10 -6 -7 8 -8 -10 -4 -1 16 14 15 -14 20 18 19 29 21 22 -13 -18 25 -25 28 -28 -5 -16
right_child=-2 -3 3 26 5 6 7 -9 9 -11 -12 12 13 -15 17 -17 23 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2184.6314104969028 -12.717004931421267 736.56035951020181 -8356.6119514420188 12914.684075055804 -36437.907169526203 -98018.180697737072 151812.90218098959 -20017.103605769233 -17415.502805397726 146069.91289062501 61509.253148015348 -152208.288734375 8022.3804917279413 -49961.478550606349 21489.436341594832 121448.64620824355 -4624.9199010876646 -34048.87755829782 -99.662449727255932 -12536.036961206897 13210.171448863635 -24071.279386613176 -39607.543909143518 -94237.051307091358 2345.8114344618057 16927.146382472827 17890.493748330664 114422.45539062501 -22666.953434849536 93743.25030573066
leaf_weight=9708 3961637 97479 2535 224 551 29 24 26 33 20 24 25 34 67 29 29 552 66 169 29 22 37 27 52 45 23 117 20 127 44
leaf_count=9708 3961637 97479 2535 224 551 29 24 26 33 20 24 25 34 67 29 29 552 66 169 29 22 37 27 52 45 23 117 20 127 44
internal_value=0 449.153 -1458.27 -8783.39 -11461.4 -25549.1 19903.2 53104.4 77794.8 44277.1 -7701.36 1035.14 -7892.31 5498.15 14787.6 60234.5 -15878.7 6291.64 16116.3 42983.8 -49320.9 -64778.1 -93742.5 -10354.8 -36712 -60146.7 9007.83 31982.8 40.4164 65039.7
internal_weight=0 112167 14688 3730 3242 683 132 103 77 53 2559 10958 1250 467 400 63 783 337 271 102 111 89 52 672 120 75 488 137 351 73
internal_count=4073804 112167 14688 3730 3242 683 132 103 77 53 2559 10958 1250 467 400 63 783 337 271 102 111 89 52 672 120 75 488 137 351 73
is_linear=0
shrinkage=0.1


Tree=1662
num_leaves=31
num_cat=0
split_feature=6 6 1 4 6 6 7 6 1 4 0 7 0 4 2 4 3 0 1 1 0 0 1 1 6 1 0 0 4 6
split_gain=2.22467e+12 1.7006e+13 3.14177e+13 3.15631e+13 3.90317e+13 4.51969e+13 4.60445e+13 3.89297e+13 4.49268e+13 3.6879e+13 3.52918e+13 5.2091e+13 3.38047e+13 5.83683e+13 6.22592e+13 1.31945e+14 5.96418e+13 5.27782e+13 1.01303e+14 1.09687e+14 4.40132e+13 5.6566e+13 8.29419e+13 5.01156e+13 5.30712e+13 4.96855e+13 1.12313e+14 4.5335e+13 3.58381e+13 3.51686e+13
threshold=54.010000000000012 49.010000000000012 38.109452700000006 23.500000000000004 52.015000000000008 52.610000000000007 6.0000000000000009 49.895000000000003 37.425454150000007 31.500000000000004 59.963561900000009 6.0000000000000009 55.554045200000012 6.5000000000000009 75.000000000000014 5.5000000000000009 11.500000000000002 55.539595350000006 37.534144550000008 37.475446350000006 55.721784200000009 55.840017500000009 37.586700500000006 37.534144550000008 50.410000000000004 37.586700500000006 55.667390500000003 55.79439725000001 16.500000000000004 49.485000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -5 -10 -7 -12 17 14 15 20 28 -3 19 -19 25 22 23 27 -25 26 -14 -22 29 -15
right_child=-2 2 -4 7 5 10 -8 -9 9 -11 11 -13 13 16 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=44.498096185266377 88.45900734310149 4949.3262499488728 -1368.2689169271162 -729.96921934127806 -2606.2828516002664 447.31470956263757 -19946.951668630165 6723.5125158097308 -64057.682311984943 47585.73561580883 -1605.542618787279 -26724.973535114277 -52560.368139648439 -25559.457411602038 11125.426055017198 95346.000305818263 7603.0197387050766 3716.2190452051527 -6846.5388645833336 122781.62918810971 -116008.9498511905 -160502.54515380861 -55281.675692246834 251676.0460227273 26600.71828125 -45645.841040039064 -350184.70124627976 71943.106770833343 3078.1040066100863 -4962.5153462151866
leaf_weight=2069790 1674459 11514 230658 670 3507 26683 2718 12549 228 34 2486 1236 32 871 6571 76 5729 131 300 189 21 28 158 22 20 80 21 33 5802 17188
leaf_count=2069790 1674459 11514 230658 670 3507 26683 2718 12549 228 34 2486 1236 32 871 6571 76 5729 131 300 189 21 28 158 22 20 80 21 33 5802 17188
internal_value=0 -61.7339 -728.931 762.202 52.4777 -2414.52 -10177.7 5259.03 -14459.6 -49569.6 -825.119 -9947.19 1904.77 390.186 8558.8 -25790.1 -1559.35 6479.74 34901 74039.2 -47974.1 -25609.1 -10738.9 62571.1 144497 -95394.6 -170487 -1149.36 -3759.22 -5955.92
internal_weight=0 2.39934e+06 329555 98897 85416 36630 6225 13481 932 262 30405 3722 48786 36652 7062 491 29590 12134 620 320 415 282 254 96 42 133 53 54 23861 18059
internal_count=4073804 2399345 329555 98897 85416 36630 6225 13481 932 262 30405 3722 48786 36652 7062 491 29590 12134 620 320 415 282 254 96 42 133 53 54 23861 18059
is_linear=0
shrinkage=0.1


Tree=1663
num_leaves=31
num_cat=0
split_feature=4 3 2 1 7 6 1 6 1 4 1 1 6 6 0 4 1 4 6 4 0 3 6 6 0 0 1 0 6 6
split_gain=2.4007e+12 2.00188e+13 3.78395e+13 4.3799e+13 4.24245e+13 3.91485e+13 2.99921e+13 4.24962e+13 2.47083e+13 3.31646e+13 2.29194e+13 2.23078e+13 2.22059e+13 3.25346e+13 5.44945e+13 7.52938e+13 2.26854e+13 2.11783e+13 2.11406e+13 1.97398e+13 4.82591e+13 4.99316e+13 6.23717e+13 7.5252e+13 4.90719e+13 1.93853e+14 8.22826e+13 1.64668e+14 1.34363e+14 9.24934e+13
threshold=18.500000000000004 1.5000000000000002 3658.0000000000005 30.242318500000007 6.0000000000000009 59.815000000000005 37.780517050000007 58.605000000000011 37.729575300000008 20.500000000000004 38.948208550000011 37.503969450000007 102.04000000000001 75.010000000000005 55.649510000000014 24.500000000000004 30.277905650000005 21.500000000000004 79.015000000000015 17.500000000000004 54.980317700000008 6.5000000000000009 142.05000000000004 120.05000000000001 55.418618900000006 55.568628050000008 45.71452080000001 59.882709350000006 95.045000000000016 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=19 2 3 5 12 -2 7 -6 9 11 -8 -9 13 16 -15 18 -5 -18 -16 -1 21 22 23 -21 -22 -26 27 -27 29 -29
right_child=1 -3 -4 4 6 -7 10 8 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 24 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-11.778231927727754 -8695.651742132779 -262.73985956789522 -5874.0734059121878 51498.550939331057 19405.258395393488 -96503.853449519243 -32551.342305148872 72928.981303710942 137074.05078125 36208.2598760291 12758.639065832798 200207.05029761908 -84793.98848329742 -15725.533004385967 95720.214083614876 195524.12672275642 9184.7037805399777 -11160.808589278362 3143.1351324957773 4478.2996033327036 10565.958542473398 -2329.8630990557726 172592.44573863636 -125030.48263888891 -24383.453232277832 14766.429033752558 -1919.0008344782391 -6525.2227902745444 -45298.848224107103 12866.31003794977
leaf_weight=3403783 232 553130 2304 80 1182 65 127 40 35 316 923 21 29 114 37 39 872 1238 74 15092 8458 43345 22 45 2572 13766 14913 6217 663 4070
leaf_count=3403783 232 553130 2304 80 1182 65 127 40 35 316 923 21 29 114 37 39 872 1238 74 15092 8458 43345 22 45 2572 13766 14913 6217 663 4070
internal_value=0 -192.122 4862.31 9422.9 11585.7 -27912.9 20401 29045.1 56701.2 49239.6 7278.29 116746 2198.88 3226.91 36390 75997.9 -770.838 -2752.62 34002.2 30.6732 1354.34 -602.194 4337.83 4093.29 3613.86 2220.51 3947.16 7486.65 -1665.26 1146.94
internal_weight=0 560858 7728 5424 5127 297 2644 1594 412 377 1050 61 2483 2454 264 150 2190 2110 111 3.51295e+06 109163 58504 15159 15137 50659 42201 39629 24716 10950 10287
internal_count=4073804 560858 7728 5424 5127 297 2644 1594 412 377 1050 61 2483 2454 264 150 2190 2110 111 3512946 109163 58504 15159 15137 50659 42201 39629 24716 10950 10287
is_linear=0
shrinkage=0.1


Tree=1664
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 4 4 6 0 6 4 0 4 3 3 1 4 0 0 0 7 2 1 4 5 6 4 0 0 4
split_gain=2.33232e+12 1.05872e+13 1.0304e+13 2.4155e+13 3.82713e+13 3.04194e+13 2.04327e+13 1.7084e+13 2.41014e+13 2.69122e+13 3.0678e+13 2.12435e+13 1.66849e+13 1.49878e+13 3.81918e+13 2.10155e+13 1.63452e+13 2.30424e+13 1.48245e+13 3.39545e+13 4.28789e+13 5.33038e+13 2.97605e+13 4.47882e+13 2.9597e+13 1.97817e+13 1.45625e+13 1.44405e+13 3.94892e+13 1.97398e+13
threshold=91.292296250000007 26.500000000000004 56.228352100000002 56.288960650000007 92.948588300000011 6.5000000000000009 15.500000000000002 78.605000000000004 57.205086850000008 79.015000000000015 8.5000000000000018 56.782540950000005 5.5000000000000009 6.5000000000000009 7.5000000000000009 118.02765200000002 3.5000000000000004 60.064438250000002 56.128722100000005 56.148747500000006 6.0000000000000009 5325.0000000000009 94.478249850000012 23.500000000000004 2.5000000000000004 62.375000000000007 3.5000000000000004 56.324067350000007 56.638205000000006 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 18 4 5 -4 -7 27 11 10 -10 -9 -6 15 -15 -11 17 -17 -2 25 21 26 23 -22 -23 -20 -21 29 -29 -5
right_child=1 -3 3 7 12 6 -8 8 9 13 -12 -13 -14 14 -16 16 -18 -19 19 20 22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-14.397113897659219 526.69261815970515 -62215.794386574082 -64233.11502976191 11538.058373374699 -10517.050062381766 45440.410128140233 -1448.4107356318723 -24211.399052152487 26065.19418402778 -20914.120869627997 -108215.78770380435 -106663.9829273897 -29718.615465879953 -107676.57203525641 8211.5976953125009 69177.831216032602 35389.734298430412 -49400.996652275222 25001.643594441372 7846.4536234612897 96290.452224657012 380.41006563730008 -22480.227315236563 13856.11423821248 31360.254120353246 85618.591110229492 -24764.583918593507 -46393.349906589676 412.79143174820103 -54910.452955163055
leaf_weight=3931467 124905 27 42 1590 1464 218 162 386 27 134 46 34 655 39 105 23 310 57 339 165 123 853 67 142 483 64 805 184 8842 46
leaf_count=3931467 124905 27 42 1590 1464 218 162 386 27 134 46 34 655 39 105 23 310 57 339 165 123 853 67 142 483 64 805 184 8842 46
internal_value=0 397.66 409.54 -2130.04 -10975.6 16525.1 25451 -228.943 -11748.5 -901.182 -58550.2 -30886.1 -16452.4 5398.79 -23174.8 13251.1 24989.9 -15309.6 694.648 7593.2 3463.15 -1374.39 37063.6 52118.1 11580.5 34628.2 -19217.3 1025.43 -541.378 9669.7
internal_weight=0 142337 142310 14364 2541 422 380 11823 1161 741 73 420 2119 668 144 524 390 80 127946 3041 2638 2306 332 265 1336 403 970 10662 9026 1636
internal_count=4073804 142337 142310 14364 2541 422 380 11823 1161 741 73 420 2119 668 144 524 390 80 127946 3041 2638 2306 332 265 1336 403 970 10662 9026 1636
is_linear=0
shrinkage=0.1


Tree=1665
num_leaves=31
num_cat=0
split_feature=0 3 6 5 4 6 1 6 4 1 1 1 0 4 0 0 0 4 3 4 1 4 4 4 3 6 0 5 0 3
split_gain=2.35784e+12 2.59339e+13 2.5346e+13 4.68654e+13 4.22448e+13 3.98761e+13 3.34132e+13 3.12129e+13 5.68662e+13 6.56836e+13 1.61147e+14 6.53105e+13 4.04555e+13 3.85563e+13 2.82769e+13 4.19362e+13 3.17708e+13 4.26522e+13 4.45385e+13 4.02422e+13 3.92487e+13 3.09844e+13 2.66003e+13 2.51638e+13 8.92372e+13 5.90787e+13 5.00607e+13 4.86135e+13 5.95853e+13 6.00651e+13
threshold=47.234875100000004 12.500000000000002 134.05000000000004 4.5000000000000009 15.500000000000002 138.05000000000004 41.966773150000002 122.65000000000002 17.500000000000004 38.965413050000002 39.008519500000006 38.948208550000011 45.053967500000006 15.500000000000002 45.063245050000006 47.222459950000008 45.059854000000009 19.500000000000004 19.500000000000004 23.500000000000004 39.018051150000005 22.500000000000004 21.500000000000004 15.500000000000002 4.5000000000000009 114.05000000000001 47.207933300000008 3.5000000000000004 45.015054600000006 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 23 3 7 6 -6 -4 -3 9 11 -11 -9 13 -12 16 -16 17 -10 19 22 -21 -18 -19 -1 25 -25 27 -26 29 -29
right_child=-2 2 4 -5 5 -7 -8 8 14 10 12 -13 -14 -15 15 -17 21 18 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=326.05388719866357 -34.055559122952943 1890.3218741520352 -120942.38623206968 111714.41748297276 -69927.832099184787 -1161.6644504143387 -1483.173673930921 65643.291473214282 -79844.37109375 280773.83838141029 6799.8460937500004 -157427.03869047621 -68666.726727764428 169061.79126157408 162418.29435096157 -9794.0571194556451 -590.33612500000004 72539.241447368418 -46881.44368896485 159639.64967447918 763.96345108695652 -156509.67115384617 -36256.344168146308 3309.1981158221761 -3466.5701726166294 -26696.160999724747 4105.6571993117514 -83355.302980638589 39508.323091381244 34730.496484374999
leaf_weight=449473 3393752 75522 61 39 92 1011 38 35 48 39 32 21 26 27 26 31 25 38 64 48 23 26 55 40511 101299 667 10071 92 531 81
leaf_count=449473 3393752 75522 61 39 92 1011 38 35 48 39 32 21 26 27 26 31 25 38 64 48 23 26 55 40511 101299 667 10071 92 531 81
internal_value=0 169.952 1894.03 2121.53 -12513.9 -6897.37 -75089.4 2065.35 25502.9 71881.4 112477 -18008.1 35258 81055.3 3762.95 68758.9 -7566.62 5832.33 23869.5 51479.7 108173 -80078.6 8197.77 -51.24 -1157.81 2823.17 -2620.49 -3284.58 22902.6 -28066.6
internal_weight=0 680052 77327 76125 1202 1103 99 76086 564 180 124 56 85 59 384 57 327 276 228 164 71 51 93 602725 153252 41178 112074 102003 704 173
internal_count=4073804 680052 77327 76125 1202 1103 99 76086 564 180 124 56 85 59 384 57 327 276 228 164 71 51 93 602725 153252 41178 112074 102003 704 173
is_linear=0
shrinkage=0.1


Tree=1666
num_leaves=31
num_cat=0
split_feature=2 6 3 2 1 0 5 0 0 7 0 6 4 6 4 3 2 4 4 6 3 4 6 6 6 6 5 6 4 6
split_gain=2.2167e+12 4.52622e+12 4.03352e+12 2.46301e+12 2.55299e+13 2.86892e+13 2.37609e+13 2.0703e+13 1.63593e+13 1.74099e+13 1.61461e+13 1.49305e+13 1.33982e+13 1.37577e+13 1.67935e+13 1.50152e+13 1.25251e+13 2.19638e+13 1.54466e+13 3.21396e+13 1.95602e+13 1.54425e+13 1.39713e+13 2.89751e+13 2.08214e+13 1.34662e+13 2.35406e+13 1.01692e+13 9.75514e+12 9.31304e+12
threshold=15792.500000000002 44.010000000000012 4.5000000000000009 11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 44.249882500000005 43.472751400000007 6.0000000000000009 44.046956350000009 67.445000000000007 13.500000000000002 104.01000000000001 8.5000000000000018 2.5000000000000004 13916.000000000002 5.5000000000000009 8.5000000000000018 156.15000000000003 9.5000000000000018 5.5000000000000009 118.04500000000002 92.02500000000002 102.04000000000001 149.05000000000004 3.5000000000000004 138.05000000000004 9.5000000000000018 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 10 9 11 -5 -6 13 15 -15 -13 17 -11 21 20 22 25 23 -20 -25 26 -18 -24 -9 -19
right_child=1 2 -4 4 5 6 -8 28 -10 16 -12 12 -14 14 -16 -17 18 29 19 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.2781640262133811 -40978.066045989995 -17153.344272460938 35402.161005434784 -14929.157735844616 125.72917352284995 3680.9998871425705 18002.009038100703 2110.6926446883404 -43044.95106784987 39461.644986979169 -53514.51879296876 241.45104673808652 -78247.321875000009 -4997.6272805000663 45948.349652168195 -20705.059310966732 11817.461768468067 -20997.65388592847 19839.417604606704 140654.15020380434 -64727.37201021635 -8678.6072718115411 -48398.659332126525 150924.04091186525 31683.526392505792 -55489.294754464288 102000.14681640625 33561.329817708334 71718.207826450904 -84145.085706018523
leaf_weight=4059190 40 40 23 819 3689 3483 1736 488 92 60 125 514 29 237 89 1024 823 173 307 23 26 544 41 32 27 28 30 24 21 27
leaf_count=4059190 40 40 23 819 3689 3483 1736 488 92 60 125 514 29 237 89 1024 823 173 307 23 26 544 41 32 27 28 30 24 21 27
internal_value=0 -14670 2033.59 0.37092 1300.87 2700.04 8444.61 -11273.4 -1124.55 -626.717 -20038.4 -3579.05 -10798.8 -9749.41 8910.94 -13704.7 6985.26 -13603.1 9795.22 25310.4 19505.3 4569.06 24586.7 32174.1 96356.3 12749.2 14989.2 -18136.5 4982.52 -29522.6
internal_weight=0 103 63 4.0737e+06 14511 13058 5219 1453 7839 7747 944 5582 1893 1864 326 1538 2165 260 1905 480 457 1425 431 366 59 881 853 65 509 200
internal_count=4073804 103 63 4073701 14511 13058 5219 1453 7839 7747 944 5582 1893 1864 326 1538 2165 260 1905 480 457 1425 431 366 59 881 853 65 509 200
is_linear=0
shrinkage=0.1


Tree=1667
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 4 3 0 4 6 1 1 4 4 4 7 6 6 6 1 6 6 6 4 7 6 5 4 3
split_gain=2.1708e+12 1.03885e+13 6.37063e+13 6.74708e+13 8.21008e+13 4.29774e+13 4.21306e+13 8.5321e+13 4.36431e+13 6.81508e+13 5.48625e+13 7.12413e+13 1.80467e+14 1.49793e+14 1.67626e+14 5.98818e+13 4.87306e+13 4.25437e+13 3.8783e+13 3.50169e+13 3.41359e+13 3.36681e+13 3.31931e+13 2.72921e+13 2.67729e+13 2.89191e+13 2.60505e+13 6.97092e+13 3.53179e+13 8.14328e+13
threshold=44.990874950000006 44.739668300000005 37.682335600000009 38.91194105000001 3.5000000000000004 44.878071950000013 21.500000000000004 17.500000000000004 44.895258050000002 8.5000000000000018 56.805000000000007 37.234509300000006 37.318079750000003 11.500000000000002 15.500000000000002 9.5000000000000018 6.0000000000000009 120.05000000000001 101.02000000000002 72.020000000000024 40.377616600000003 78.605000000000004 108.05000000000001 51.805000000000007 12.500000000000002 6.0000000000000009 76.605000000000004 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 -1 6 4 -4 22 8 -8 26 16 -11 -12 13 -13 -15 19 17 -10 24 -14 -20 -21 -6 -7 25 -5 -3 -28 29 -29
right_child=-2 2 3 18 5 23 7 -9 9 10 11 12 15 14 -16 -17 -18 -19 20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=55.487546716581484 17.636580407025981 -423.28861444041178 -1293.8037118999464 1302.6302578107454 -12297.567120935124 -21382.337034225824 21393.914827835648 226016.71607666017 -792.44276312107434 8157.363567822862 -9483.7539888339033 5507.0200892857147 40407.026446418051 357504.40200195316 64728.640530303033 15743.349395059126 -38918.74101448946 92131.750656250006 -145282.25951704546 188855.27095748548 -21027.951072761196 63717.02052143895 -141612.63365234373 -44365.491004516603 -11153.512707834616 24086.218826318596 -40546.536166676524 -3707.5091145833339 -5796.1638853225868 151067.25310905612
leaf_weight=175999 3849121 22005 3392 5572 2638 1069 135 24 3372 3255 311 42 106 48 33 691 344 50 33 43 67 43 20 1000 1540 619 611 111 1461 49
leaf_count=175999 3849121 22005 3392 5572 2638 1069 135 24 3372 3255 311 42 106 48 33 691 344 50 33 43 67 43 20 1000 1540 619 611 111 1461 49
internal_value=0 -302.138 -1595 -6777.24 -13164.8 -21683.2 930.1 52280.4 679.457 6920.02 15125.3 32346.6 45278.3 158761 238225 29470.5 -3041.31 565.304 -154.766 78873.7 -62031.9 126286 -13270.6 -32490.7 645.611 3580.62 -1467.42 -11761.4 -911.433 43692.3
internal_weight=0 224683 48684 15950 8119 4727 32734 159 32575 8338 4572 1317 1006 123 81 883 3766 3422 7831 192 100 86 2658 2069 7731 6191 24237 2232 1621 160
internal_count=4073804 224683 48684 15950 8119 4727 32734 159 32575 8338 4572 1317 1006 123 81 883 3766 3422 7831 192 100 86 2658 2069 7731 6191 24237 2232 1621 160
is_linear=0
shrinkage=0.1


Tree=1668
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 6 6 4 0 6 7 0 1 6 3 4 1 3 3 6 6 6 6 0 7 7 1 4 4 4
split_gain=2.15005e+12 2.92895e+13 1.96906e+13 1.96931e+13 1.85798e+13 3.29262e+13 5.89418e+13 5.09613e+13 4.15334e+13 4.33444e+13 5.65417e+13 2.53259e+13 4.83942e+13 3.96684e+13 3.08802e+13 2.40848e+13 2.27238e+13 2.38608e+13 4.62252e+13 2.59458e+13 2.02501e+13 2.00719e+13 3.25532e+13 1.98574e+13 1.93927e+13 1.88066e+13 1.81018e+13 2.89742e+13 2.423e+13 3.0337e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 25.500000000000004 54.947152850000002 69.015000000000015 65.00500000000001 15.500000000000002 54.947759400000002 72.50500000000001 6.0000000000000009 54.94428030000001 82.966990000000024 54.990000000000002 5.5000000000000009 10.500000000000002 82.966990000000024 3.5000000000000004 4.5000000000000009 41.365000000000002 86.920000000000016 87.015000000000015 62.995000000000012 54.943815050000005 6.0000000000000009 6.0000000000000009 82.968544750000021 9.5000000000000018 11.500000000000002 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 4 11 6 26 -8 25 10 -10 12 13 -4 -15 16 20 21 19 -19 -13 22 -18 -14 -20 -7 27 -6 -28 -30
right_child=-2 2 3 -5 5 8 7 -9 9 -11 -12 15 23 14 -16 -17 17 18 24 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-4.0240120603850107 -178.92104970138575 -3275.5100990937685 6246.2983396788959 -12838.76284078235 -3209.2294108561227 38514.853800884048 41788.997631124854 -34125.954049921878 -4422.8483447758836 9497.4374302574288 93475.031208529545 -2413.1613835869621 9705.4265753864584 10173.167605396027 36776.682944257358 -26566.160481770832 -2302.208732649256 5002.1749594350968 698.14831311187982 44665.904897969791 -18161.147549325673 34418.316477748325 -35586.267361820355 -5712.1286041999692 19443.65730244825 122543.002375 5608.2661130714732 12861.333094112484 -20350.649416691507 9397.7064208200445
leaf_weight=3450934 576568 5191 4702 746 1427 57 103 625 99 2126 146 4431 1078 846 901 360 1413 260 4553 451 1001 112 371 3712 628 50 4197 5247 924 545
leaf_count=3450934 576568 5191 4702 746 1427 57 103 625 99 2126 146 4431 1078 846 901 360 1413 260 4553 451 1001 112 371 3712 628 50 4197 5247 924 545
internal_value=0 29.4976 2527.9 3260.68 3558.22 6269.05 4265 -23385.2 16837.6 14087.3 53916.3 1860.23 5371.6 11026.9 23893.7 -1045.83 -350.872 3111.65 6251.56 30161.6 -5315.17 -6645.93 -9223.95 -2242.37 2970.33 77780.3 5896.23 9425.21 1739.44 -9313.99
internal_weight=0 3.49724e+06 46302 41111 40365 15546 13068 728 2478 2371 245 24819 11239 6449 1747 13580 13220 7788 5892 711 5432 1896 1784 4790 5181 107 12340 6674 5666 1469
internal_count=4073804 3497236 46302 41111 40365 15546 13068 728 2478 2371 245 24819 11239 6449 1747 13580 13220 7788 5892 711 5432 1896 1784 4790 5181 107 12340 6674 5666 1469
is_linear=0
shrinkage=0.1


Tree=1669
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 4 5 7 4 6 0 0 1 4 7 0 6 6 6 6 4 1 6 1 3 1 6 0 4 6
split_gain=2.23474e+12 7.7855e+12 2.32281e+13 2.52729e+13 2.24147e+13 2.64847e+13 3.4657e+13 2.38953e+13 4.20804e+13 2.38645e+13 2.28275e+13 4.18261e+13 9.36272e+13 3.35872e+13 4.88845e+13 4.65592e+13 4.82315e+13 4.3002e+13 3.92859e+13 6.06568e+13 4.21511e+13 3.1013e+13 3.60888e+13 5.69758e+13 3.64385e+13 4.72094e+13 3.3208e+13 4.59764e+13 2.99967e+13 2.87771e+13
threshold=83.658467900000019 83.000013850000016 53.175387700000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 4.5000000000000009 6.0000000000000009 9.5000000000000018 134.05000000000004 55.029726000000004 55.02095400000001 83.025426800000005 9.5000000000000018 6.0000000000000009 55.034466500000008 62.995000000000012 66.010000000000005 74.015000000000015 66.010000000000005 12.500000000000002 83.007653300000015 40.905000000000008 83.025426800000005 1.5000000000000002 83.015546400000019 48.945000000000007 55.030407050000001 10.500000000000002 65.410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -6 11 -4 29 15 18 17 -17 -12 19 21 -21 -15 23 -23 25 -24 28 -28 -26 -13
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 13 12 -14 14 -16 16 -18 -19 -20 20 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=19.771750533403093 308.76275095655546 -5394.026402753665 -336.04247937475213 -68561.589269080534 33707.68404256185 8582.8936396026311 -100981.44480229593 154519.37227822581 19427.155234375001 -56590.153499348962 19563.052663184415 19079.157731100047 -5320.241150538679 17646.882637258932 -1386.3395178579747 6017.8913161213814 -19886.025173717 94346.084307238518 -27314.881970277318 45147.316921214791 -32882.443749999999 4162.1735921639183 -10442.081048603239 -20747.001099784982 -14296.389960967979 -50156.643210909941 -21433.869680358439 4906.8964250397812 -46826.46385440827 -1097.9729706922233
leaf_weight=3601077 221656 162 159682 104 75 2617 49 31 90 48 357 4173 3688 461 59003 5323 831 98 977 355 86 3632 634 1229 2483 567 949 2196 320 851
leaf_count=3601077 221656 162 159682 104 75 2617 49 31 90 48 357 4173 3688 461 59003 5323 831 98 977 355 86 3632 634 1229 2483 567 949 2196 320 851
internal_value=0 -17.7665 -556.172 -30091.1 -524.848 8200.56 -29862.5 10591.7 54037.6 -1530.5 -627.274 32.0793 6779.37 -2023.87 -2642.79 4802.22 2519.98 35670.2 -7980.4 -6517.44 29930.6 -7806.31 -8783.33 -2135.58 -13303.5 -29191.6 -10095.4 -3041.4 -18010.1 15661.4
internal_weight=0 3.85215e+06 251071 266 250805 2910 172 2738 121 123 247895 168394 8712 79501 72892 6609 6154 455 13889 12912 441 12471 12010 4861 7149 1201 5948 3145 2803 5024
internal_count=4073804 3852148 251071 266 250805 2910 172 2738 121 123 247895 168394 8712 79501 72892 6609 6154 455 13889 12912 441 12471 12010 4861 7149 1201 5948 3145 2803 5024
is_linear=0
shrinkage=0.1


Tree=1670
num_leaves=31
num_cat=0
split_feature=3 1 4 4 0 6 6 0 6 0 4 7 0 6 6 1 0 0 6 6 0 0 0 6 7 6 0 1 6 0
split_gain=2.19433e+12 1.49692e+13 1.55266e+13 3.55451e+13 4.20263e+13 2.88792e+13 4.92085e+13 5.68569e+13 4.9705e+13 6.11945e+13 4.3563e+13 4.00649e+13 3.91772e+13 4.19021e+13 3.81852e+13 4.04829e+13 5.01942e+13 3.70387e+13 3.42135e+13 5.62594e+13 5.18705e+13 3.59681e+13 3.43803e+13 3.41337e+13 3.30284e+13 4.16014e+13 3.43269e+13 3.29929e+13 3.23993e+13 4.63747e+13
threshold=18.500000000000004 30.084656550000002 24.500000000000004 22.500000000000004 44.895258050000002 68.515000000000015 86.920000000000016 55.876067900000002 84.810000000000016 55.897267000000006 23.500000000000004 6.0000000000000009 55.812023600000011 92.02500000000002 79.710000000000022 30.315889700000003 59.856552950000008 55.721784200000009 92.02500000000002 89.00500000000001 59.91832440000001 56.802121050000004 60.028671700000011 86.030000000000015 6.0000000000000009 89.00500000000001 51.707269950000004 65.534455000000023 81.02500000000002 59.864072000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 11 28 -9 13 17 -12 -16 -17 24 19 21 27 -14 -22 -10 -8 26 -26 -20 29 -11
right_child=1 2 -4 4 5 6 12 8 23 10 14 -13 18 -15 15 16 -18 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=12.641041253053707 -26849.995932890994 -1997.2452386627767 -1336.7675536638269 57347.051002332897 1286.0369731272629 6818.5025607687221 -62502.961123004548 217352.48620923911 130171.65914634148 19413.064541090174 -3890.0703701171878 66244.236533994947 -70175.481244419643 17389.642317613041 145232.64178571428 70922.171764705883 -56156.196293048473 55697.450919168041 -51313.203204099598 43282.484305178143 57559.572032828284 27941.50550242457 -36938.849534970235 36495.000987119936 7328.3334618101726 -39573.337358268807 152360.52267773438 35512.507552083334 -33487.047529296877 101104.47170608108
leaf_weight=3956431 214 21654 69167 144 19786 2245 173 23 82 131 650 74 105 1281 35 85 49 57 496 207 99 58 63 74 47 113 25 48 40 148
leaf_count=3956431 214 21654 69167 144 19786 2245 173 23 82 131 650 74 105 1281 35 85 49 57 496 207 99 58 63 74 47 113 25 48 40 148
internal_value=0 -426.107 -377.841 1004.18 3471.83 3175.65 9010.23 16661.7 32548 25829.6 19330.8 102074 -1026.09 8443.12 7120.06 49466.7 24453.2 -19172.5 -15951.5 8680.15 -28860.5 -35262.7 20810.2 85735.3 -31093.2 -1720.77 57686.7 -43652.1 50680.5 62747.6
internal_weight=0 117373 117159 47992 26338 26194 6408 3636 1391 1235 1138 97 2772 1696 819 169 134 415 1076 370 706 163 162 156 358 185 72 544 319 279
internal_count=4073804 117373 117159 47992 26338 26194 6408 3636 1391 1235 1138 97 2772 1696 819 169 134 415 1076 370 706 163 162 156 358 185 72 544 319 279
is_linear=0
shrinkage=0.1


Tree=1671
num_leaves=31
num_cat=0
split_feature=3 1 6 4 6 0 6 7 1 0 6 3 6 5 4 3 6 7 0 0 0 2 1 0 1 6 1 3 6 6
split_gain=2.12936e+12 1.2799e+13 1.89328e+13 4.11159e+13 1.56948e+13 1.06098e+13 9.22704e+12 1.44647e+13 8.28136e+12 5.69363e+12 4.52017e+12 5.59615e+12 2.98742e+12 5.53047e+12 2.09265e+12 1.6607e+13 2.29436e+13 1.3259e+13 5.85651e+13 1.84257e+14 9.34148e+13 1.29367e+14 1.79065e+14 9.06562e+13 1.16154e+14 1.62131e+14 1.5447e+14 1.30098e+14 1.15897e+14 8.99988e+13
threshold=33.500000000000007 37.649344350000007 73.41500000000002 35.500000000000007 52.330000000000005 55.768246800000007 103.03500000000001 6.0000000000000009 37.503969450000007 55.834019500000004 68.00500000000001 34.500000000000007 40.610000000000007 1.5000000000000002 19.500000000000004 22.500000000000004 63.855000000000011 6.0000000000000009 55.743464250000009 55.834019500000004 55.876067900000002 75.000000000000014 37.682335600000009 55.897267000000006 37.475446350000006 63.140000000000008 37.534144550000008 24.500000000000004 88.00500000000001 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=14 2 3 -2 8 -6 10 -8 9 -5 12 -12 -3 -14 15 -1 -17 18 -16 -20 21 22 -21 24 25 -22 28 -27 -26 -23
right_child=1 6 -4 4 5 -7 7 -9 -10 -11 11 -13 13 -15 17 16 -18 -19 19 20 23 29 -24 -25 26 27 -28 -29 -30 -31
leaf_value=26.094378659408815 159657.12421875002 -24139.953604125978 -44182.315559895833 -119.99915161132813 21273.384062500001 118991.41266601563 71760.385498046875 -30938.90791829427 37382.52154947917 -69001.711814371738 -6685.3505593039781 -61714.632975260414 50704.715290178574 -12947.692968750001 -2615.2914201320441 8732.0076322115401 -125439.03893750001 217.18160811281757 12044.229379643932 7966.9727873651791 10364.614965440538 -15667.888606472798 -113086.16425094605 -551.86613790491162 -57363.975082486344 100226.54863373686 10256.33984007367 -108467.18504638673 -290123.17164351855 -52578.435001746402
leaf_weight=3599285 25 48 30 24 25 20 32 24 24 24 33 42 21 39 93279 26 25 293175 12855 2695 675 2123 128 66570 103 449 987 32 27 959
leaf_count=3599285 25 48 30 24 25 20 32 24 24 24 33 42 21 39 93279 26 25 293175 12855 2695 675 2123 128 66570 103 449 987 32 27 959
internal_value=0 7197.49 27999.3 43248.9 18375.4 64703.6 -7772.85 27746.4 -10579.7 -34560.9 -18642.1 -37501.7 -5545.17 9330.65 -0.726214 25.2858 -57038.1 -198.226 -871.521 985.231 -916.671 -12987.2 2478.2 118.681 19757.2 41978.3 -3239.76 86342.6 -105706 -27153
internal_weight=0 411 172 142 117 45 239 56 72 48 183 75 108 60 4.07339e+06 3.59934e+06 51 474057 180882 87603 74748 5905 2823 68843 2273 1156 1117 481 130 3082
internal_count=4073804 411 172 142 117 45 239 56 72 48 183 75 108 60 4073393 3599336 51 474057 180882 87603 74748 5905 2823 68843 2273 1156 1117 481 130 3082
is_linear=0
shrinkage=0.1


Tree=1672
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 6 1 6 4 0 2 3 5 3 1 4 5 0 1 1 7 3 1 4 6 3 3 4 4
split_gain=2.35093e+12 2.18284e+13 3.94763e+13 5.48093e+13 2.94253e+13 1.0189e+14 6.65458e+13 5.2967e+13 5.1408e+13 4.69903e+13 4.12419e+13 4.11772e+13 3.9783e+13 4.2436e+13 4.44107e+13 3.96017e+13 3.84029e+13 3.92934e+13 3.31079e+13 1.53651e+14 4.63881e+13 4.13687e+13 4.45288e+13 3.00218e+13 2.94211e+13 2.72009e+13 3.2903e+13 4.46971e+13 2.62476e+13 4.30803e+13
threshold=47.245981600000007 51.307150200000002 130.05000000000004 44.064675150000006 39.703507450000011 36.865631950000008 128.05000000000004 39.735861600000007 112.00500000000001 13.500000000000002 50.556058150000005 4556.0000000000009 9.5000000000000018 3.5000000000000004 17.500000000000004 37.517483500000004 23.500000000000004 2.5000000000000004 47.319699650000011 40.024897700000004 39.803839700000005 6.0000000000000009 4.5000000000000009 38.893394150000006 15.500000000000002 189.00000000000003 6.5000000000000009 10.500000000000002 15.500000000000002 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 4 25 5 6 10 -6 15 -8 -2 18 -12 14 -14 -7 -13 -18 20 -20 24 22 -21 -10 -9 28 -27 -28 29 -4
right_child=1 -3 3 -5 7 8 9 11 23 -11 12 16 13 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=167.38646029767426 -13292.60921468585 15.89897261587768 -57015.857054258944 40643.571473667078 3603.6838225504298 -21803.429768550777 -2363.5072010869567 -205.33131313788431 -18769.007601562502 181637.57196428571 4257.6045540403675 3087.8364678737344 -6323.2305574135571 -54734.285435877733 118060.17120150864 -5974.7105020153731 23592.990021143924 140555.105080629 -38608.715899862545 -1704.8714538865988 12152.447906275203 18233.496904244756 -13353.426898692534 -124091.39958185745 -10112.001033811128 -34238.389877232141 140501.51938476562 -25367.163020833337 -91748.461916015629 12185.114641094926
leaf_weight=695766 1764 3250391 278 114 27235 1686 23 13593 50 35 19362 9699 2825 183 29 25284 109 39 1374 11793 2509 808 4547 59 3846 105 32 33 100 133
leaf_count=695766 1764 3250391 278 114 27235 1686 23 13593 50 35 19362 9699 2825 183 29 25284 109 39 1374 11793 2509 808 4547 59 3846 105 32 33 100 133
internal_value=0 -34.4762 -1317.22 -23531.3 -1178.01 -3026.32 1685.92 77.0055 -7241.22 108672 1429.12 -1910.89 2588.51 -8052.6 -5059.35 -6964.23 3859.27 54414.1 -3387.85 -6432.31 -561.025 -3854.15 -4946.36 -75778.4 -2390.15 -34274.2 375.89 56291.3 -45801.6 -34622.4
internal_weight=0 3.37804e+06 127647 795 126852 51300 24221 75552 27079 58 24163 48317 22399 3037 2854 26970 9847 148 38470 18522 19948 17148 16340 109 17439 681 170 65 511 411
internal_count=4073804 3378038 127647 795 126852 51300 24221 75552 27079 58 24163 48317 22399 3037 2854 26970 9847 148 38470 18522 19948 17148 16340 109 17439 681 170 65 511 411
is_linear=0
shrinkage=0.1


Tree=1673
num_leaves=31
num_cat=0
split_feature=0 0 3 4 4 1 6 6 6 5 1 7 1 1 4 4 4 4 1 1 6 3 6 1 1 6 3 6 6 0
split_gain=2.31322e+12 1.65526e+13 2.40585e+13 4.3024e+13 6.48055e+13 6.99198e+13 3.29206e+13 3.13584e+13 2.83375e+13 5.22423e+13 2.58699e+13 2.26082e+13 4.22025e+13 3.34255e+13 2.25815e+13 2.61055e+13 2.21116e+13 6.25357e+13 6.27626e+13 3.20858e+13 3.29547e+13 3.07588e+13 2.05232e+13 3.97615e+13 4.88578e+13 4.22653e+13 3.89262e+13 3.76091e+13 3.01709e+13 4.01349e+13
threshold=54.94110555000001 54.962581500000006 7.5000000000000009 14.500000000000002 17.500000000000004 82.895858600000011 134.05000000000004 95.045000000000016 104.01000000000001 3.5000000000000004 82.966990000000024 6.0000000000000009 82.958608050000009 82.965501500000016 12.500000000000002 11.500000000000002 17.500000000000004 11.500000000000002 82.895858600000011 82.966990000000024 51.805000000000007 16.500000000000004 62.995000000000012 82.825258850000026 43.047633000000012 65.00500000000001 4.5000000000000009 87.395000000000024 59.010000000000012 54.942865800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 14 -10 -7 12 -4 -14 15 22 17 -13 21 20 -20 -19 28 24 25 -24 27 -27 -2 -30
right_child=1 -3 7 4 -6 10 -8 -9 9 -11 -12 16 13 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=109.99983081289861 -407.60353835994715 8.8179727295830279 10251.018627183512 -6418.4208316317472 4650.2624960805824 71812.69464726669 -113073.66664663464 -38602.300277975883 138670.54895833333 -44328.424564302892 -13850.622950470753 -782.10154104179776 -14760.270702334808 -3859.6591057480059 -25102.193975601607 48206.060704789597 -4990.113877622035 122.16285882994187 37050.881261320807 -18444.898453036221 94725.869287487891 -93646.079622395846 53462.466695399795 -4210.417227417599 116289.30534375001 -585.08595810258441 -54699.239000276546 102086.3724062965 41386.079199238011 4921.5573316028149
leaf_weight=1301151 66816 2612784 1411 220 4517 367 26 241 39 26 39 33820 4563 7335 374 110 12789 129 427 77 129 48 179 19115 50 237 113 42 317 6313
leaf_count=1301151 66816 2612784 1411 220 4517 367 26 241 39 26 39 33820 4563 7335 374 110 12789 129 427 77 129 48 179 19115 50 237 113 42 317 6313
internal_value=0 -51.6207 -1039.39 -76.2061 8829.14 38982.5 -564.705 -2601.8 -533.496 65471 63584 -2458.93 -6100.95 -8040.15 -579.3 -480.99 -1436.73 -124.453 27334.4 42053.9 50432.3 -25306.5 -538.464 -3401.39 21501.1 13200.9 -5183.81 14870.8 230.846 6665.03
internal_weight=0 2.77265e+06 159869 98900 5143 626 93757 60969 93731 65 406 60728 13309 11898 93666 93292 47419 34630 810 633 556 177 93182 19736 621 571 392 279 73446 6630
internal_count=4073804 2772653 159869 98900 5143 626 93757 60969 93731 65 406 60728 13309 11898 93666 93292 47419 34630 810 633 556 177 93182 19736 621 571 392 279 73446 6630
is_linear=0
shrinkage=0.1


Tree=1674
num_leaves=31
num_cat=0
split_feature=1 3 0 0 6 1 6 4 6 6 6 5 4 6 5 4 4 0 0 3 3 6 6 4 0 0 1 6 6 6
split_gain=2.19834e+12 1.68778e+13 2.44939e+13 3.48282e+13 8.62093e+13 1.42157e+14 8.90651e+13 6.38532e+13 5.52183e+13 4.79965e+13 4.71723e+13 5.77553e+13 5.28433e+13 5.20766e+13 4.32876e+13 4.33689e+13 7.16301e+13 7.46236e+13 6.23661e+13 4.25323e+13 3.97916e+13 3.7007e+13 3.47804e+13 4.33202e+13 4.45476e+13 8.32467e+13 1.31159e+14 6.76848e+13 4.84069e+13 4.83103e+13
threshold=30.226173900000003 16.500000000000004 59.856552950000008 59.939085000000013 80.030000000000015 30.157841000000001 105.00500000000001 4.5000000000000009 76.00500000000001 85.020000000000024 35.010000000000012 2.5000000000000004 18.500000000000004 73.41500000000002 2.5000000000000004 24.500000000000004 17.500000000000004 59.864072000000007 59.933037250000005 5.5000000000000009 1.5000000000000002 98.020000000000024 60.005000000000003 3.5000000000000004 60.002985000000002 60.028671700000011 30.205407000000005 76.00500000000001 138.05000000000004 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 -1 4 7 6 9 8 -4 -6 -9 13 -13 -12 -7 16 18 19 -16 -18 -11 -22 -5 -24 -25 26 27 -26 -27 -29
right_child=-2 -3 3 22 5 14 -8 10 -10 20 11 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 24 25 28 -28 29 -30 -31
leaf_value=476.87719949723362 11.77841242710374 5226.3298664675704 23862.770031045922 -3147.5400977969389 -65839.250255612293 -154408.68258928572 59217.549807854732 12878.561902482659 179503.06009114583 134719.18524414065 -10471.112367491733 -2904.2527389381444 42691.204681396484 -80734.991325934592 -98000.512790027569 -141555.9383096591 -41799.475878906254 -58787.422933467751 16071.486193426725 95633.055872866986 7429.2497943024136 -58106.5840315194 -32308.806272775535 16238.574278888331 -21955.889241700865 11958.282271027292 -47317.161804921903 110522.44358965085 -78825.518750000003 22796.784609487666
leaf_weight=60867 3971697 4969 454 16991 166 49 185 1195 24 20 7435 737 388 107 276 55 32 124 58 76 335 116 298 2872 297 2784 777 81 60 279
leaf_count=60867 3971697 4969 454 16991 166 49 185 1195 24 20 7435 737 388 107 276 55 32 124 58 76 335 116 298 2872 297 2784 777 81 60 279
internal_value=0 -458.15 -748.934 -2805.99 -7259.46 -29730.5 -1862.83 -4017.02 31677.3 -19602 -5747.08 -8315.17 12821.1 -11468 -63920.5 -56780.5 -48542.6 -5858.24 -78191.6 54912.3 -3306.12 -9426.97 -649.866 5048.04 6605.01 137.591 -19507.5 13381.6 10043 42535.1
internal_weight=0 102107 97138 36271 11832 1492 822 10340 478 637 9862 8667 1125 7542 670 621 566 232 334 108 471 451 24439 7448 7150 4278 1434 657 2844 360
internal_count=4073804 102107 97138 36271 11832 1492 822 10340 478 637 9862 8667 1125 7542 670 621 566 232 334 108 471 451 24439 7448 7150 4278 1434 657 2844 360
is_linear=0
shrinkage=0.1


Tree=1675
num_leaves=31
num_cat=0
split_feature=1 5 6 6 4 1 0 6 6 6 0 6 6 6 0 0 2 7 4 0 0 0 5 6 6 3 0 6 2 6
split_gain=2.26137e+12 1.56911e+13 3.57533e+13 5.805e+13 3.32672e+13 3.11193e+13 2.98624e+13 2.59063e+13 2.47864e+13 2.21999e+13 2.47152e+13 2.18666e+13 2.20868e+13 2.03638e+13 1.89462e+13 6.27279e+13 5.57563e+13 3.54594e+13 3.34732e+13 1.61811e+14 1.48925e+14 8.46554e+13 9.39654e+13 4.64229e+13 4.4833e+13 3.62887e+13 4.86612e+13 7.63035e+13 6.26737e+13 5.43333e+13
threshold=30.084656550000002 1.5000000000000002 55.405000000000008 62.995000000000012 22.500000000000004 20.507515800000004 54.724612400000005 60.305000000000007 72.020000000000024 79.710000000000022 54.73499850000001 54.990000000000002 57.410000000000004 58.755000000000003 59.764576050000009 59.848366150000011 3338.0000000000005 6.0000000000000009 5.5000000000000009 59.864072000000007 59.898927250000007 60.002985000000002 2.5000000000000004 65.805000000000021 74.615000000000009 2.5000000000000004 60.042359000000012 68.00500000000001 3338.0000000000005 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 -1 7 11 8 -7 -4 -5 10 -8 -3 -13 -14 16 17 -15 -16 19 -17 -21 22 24 -20 -22 -23 -27 28 29 -28
right_child=-2 4 3 5 -6 6 9 -9 -10 -11 -12 12 13 14 15 18 -18 -19 23 20 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=823.56709130817308 8.5109286932795651 -6615.893983590945 24611.620741818988 -25764.502173913046 -31779.517277150557 57002.984620331554 -2115.9837763247283 75389.043666148558 -152906.45176630435 80963.350390625012 -92552.187122395844 10037.614574138814 -14071.110019719541 -52293.41724692451 15114.791792325796 -97054.523626910202 -1205.9584790564456 81692.508578395238 -10184.869725661982 85592.135039319503 -100411.16266351745 -15138.886635733263 -26312.827435699714 22177.207904136856 -273381.93057065218 77929.424364406776 62370.742020089288 -19826.060656686266 11432.135806633445 242207.54507533484
leaf_weight=17561 4021329 6894 212 46 369 82 92 191 23 20 45 1918 1154 216 161 182 19482 159 671 190 43 547 246 1306 23 118 42 352 102 28
leaf_count=17561 4021329 6894 212 46 369 82 92 191 23 20 45 1918 1154 216 161 182 19482 159 671 190 43 547 246 1306 23 118 42 352 102 28
internal_value=0 -652.22 1713.64 23697.5 -1916.11 -8987.09 8092.02 48677.3 -68145.2 -17453.8 -31821.3 -1590.42 -304.389 -1097.13 -469.848 5653.6 -1766.16 48195.6 2117.65 -7462.07 2180.65 -8377.77 -54738.5 11193.4 -160689 3787.54 19913.3 6848.64 61438.7 134305
internal_weight=0 52475 18272 711 34203 308 239 403 69 157 137 33834 26940 25022 23868 4170 19698 320 3850 1873 1691 1501 312 1977 66 1189 642 524 172 70
internal_count=4073804 52475 18272 711 34203 308 239 403 69 157 137 33834 26940 25022 23868 4170 19698 320 3850 1873 1691 1501 312 1977 66 1189 642 524 172 70
is_linear=0
shrinkage=0.1


Tree=1676
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 4 6 6 3 6 4 6 6 3 7 6 6 6 3 6 4 6 6 6 4 4 3 3 6 5
split_gain=2.19386e+12 6.06032e+12 2.48408e+13 2.73163e+13 5.07714e+13 4.85016e+13 1.73084e+13 1.48869e+13 1.35277e+13 1.36851e+13 1.21693e+13 3.10177e+13 2.42331e+13 1.0219e+13 1.0183e+13 1.03139e+13 1.67669e+13 9.43753e+12 2.81342e+13 2.18936e+13 2.10817e+13 1.21683e+13 1.93067e+13 1.1578e+13 1.59911e+13 8.97753e+12 4.30481e+13 1.56221e+13 1.79927e+13 2.24521e+13
threshold=42.965693300000005 43.051287600000009 47.504912950000005 14.500000000000002 16.500000000000004 13.500000000000002 58.995000000000012 40.905000000000008 8.5000000000000018 82.905000000000015 15.500000000000002 125.02000000000002 70.00500000000001 13.500000000000002 6.0000000000000009 89.00500000000001 78.605000000000004 125.02000000000002 6.5000000000000009 142.05000000000004 7.5000000000000009 110.01500000000001 104.01000000000001 99.050000000000011 6.5000000000000009 7.5000000000000009 6.5000000000000009 8.5000000000000018 118.04500000000002 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 5 8 7 -7 -4 9 -5 25 12 -12 -10 15 16 -8 21 19 20 -19 22 23 -9 -25 26 -2 28 -27 -30
right_child=1 -3 3 4 -6 6 14 17 13 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-1179.6323726731614 -664.71951906982338 -2.958255151959913 -14577.29002356096 81317.341796875 -4705.191945794616 31222.89624495968 -44726.859745420261 15808.137788952017 11699.550227864584 184939.31072656251 898.12913492217331 78725.489116379322 -58838.895966312062 99913.48828125 -8077.1146661931825 -15098.216642992425 -127690.54680059524 109781.1799107143 110491.59557926829 -59324.086406249997 -3354.2728076171875 -27307.697963371833 79426.871042798914 37672.581573275864 -54096.912539062498 4627.7932940959936 -63170.532807268413 -6270.9401447651862 -73640.980937500004 35719.82543530433
leaf_weight=15705 6790 4042776 176 26 99 31 58 1401 24 25 131 29 141 29 44 33 42 28 41 30 40 69 46 29 55 4224 112 1244 20 306
leaf_count=15705 6790 4042776 176 26 99 31 58 1401 24 25 131 29 141 29 44 33 42 28 41 30 40 69 46 29 55 4224 112 1244 20 306
internal_value=0 4.56522 1989.54 11507.1 46552.7 8156.11 -37706.2 13137.5 95346.3 132112 286.225 -19586.7 -30068.5 59967.6 -49778.5 -63574.5 -79571.6 15942.4 40936.2 11836.5 43230.9 13771.1 15622.5 13646 -22414.6 757.376 -1679.01 3659.68 6374.78 29010.6
internal_weight=0 4.0581e+06 15323 2326 203 2123 208 1915 104 51 12997 301 272 53 177 133 100 1739 139 98 68 1600 1531 1485 84 12696 6902 5794 4550 326
internal_count=4073804 4058099 15323 2326 203 2123 208 1915 104 51 12997 301 272 53 177 133 100 1739 139 98 68 1600 1531 1485 84 12696 6902 5794 4550 326
is_linear=0
shrinkage=0.1


Tree=1677
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 1 5 1 4 1 1 6 4 1 6 6 4 7 6 4 6 7 4 6 5 6 6 0
split_gain=2.26702e+12 9.85955e+12 6.8781e+13 9.92334e+13 7.32729e+13 5.61504e+13 4.58519e+13 3.86661e+13 4.09369e+13 3.34556e+13 5.71091e+13 2.77871e+13 7.73107e+13 2.57756e+13 2.16963e+13 2.03361e+13 1.85712e+13 1.84324e+13 3.39967e+13 4.55983e+13 2.83132e+13 2.13043e+13 3.14357e+13 4.78387e+13 1.78645e+13 3.12334e+13 1.76559e+13 1.71992e+13 5.75385e+13 1.69453e+13
threshold=44.990874950000006 45.00849250000001 9.5000000000000018 39.044653900000007 99.050000000000011 142.05000000000004 38.958307950000012 39.023883200000007 1.5000000000000002 39.069277450000008 11.500000000000002 40.965343750000009 39.105193450000009 57.005000000000003 16.500000000000004 41.966773150000002 65.805000000000021 43.010000000000012 23.500000000000004 6.0000000000000009 40.905000000000008 21.500000000000004 93.050000000000011 6.0000000000000009 18.500000000000004 103.03500000000001 2.5000000000000004 82.905000000000015 83.820000000000007 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 16 -9 10 -5 12 17 -12 26 27 29 18 -11 -20 -21 -19 -23 -24 25 -14 -10 -8 -29 -4
right_child=1 -3 3 9 5 -7 15 8 14 11 13 -13 24 -15 -16 -17 -18 21 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-308.76141342243409 -12217.853187857689 3.1439419052607458 49473.816310845054 96285.017869015966 -57537.603338068177 105515.66041666668 12321.867952526003 23749.330401752075 68203.69218378482 704.69130447996304 -7721.9061180761128 -9465.9256153569077 33015.790328349765 -27232.848811900541 34088.755915620059 -87150.532886904766 -16949.792037653518 -1640.7014515648975 205.43909803460406 9174.0384379069019 101478.79158709491 -15484.816570350797 -45168.190562500007 138222.33397253789 7946.4325585839069 154229.44488636366 136877.78694315159 -108326.38127680762 6017.5276208990463 4215.5963399805451
leaf_weight=224683 931 3816138 122 47 176 24 8269 889 184 5566 1859 3630 630 1065 158 21 236 5723 191 48 108 2040 25 33 310 22 47 51 321 257
leaf_count=224683 931 3816138 122 47 176 24 8269 889 184 5566 1859 3630 630 1065 158 21 236 5723 191 48 108 2040 25 33 310 22 47 51 321 257
internal_value=0 18.0232 1739.55 -1184.94 19592.3 -37971.2 8870.17 25674 35588.4 -3226.87 -13070.6 -1631.01 304.258 -14828.3 62644.6 11136.7 5071.65 -1615.34 2597.94 32966.3 73077.3 -4800.75 -13420.8 59174.7 27709.3 37105.8 82176.3 11375.6 -9658.65 18784.2
internal_weight=0 3.84912e+06 32983 23390 2093 200 9593 1893 1278 21297 2971 18326 14696 2924 389 8662 615 13734 5913 347 156 7821 2098 58 962 652 231 8641 372 379
internal_count=4073804 3849121 32983 23390 2093 200 9593 1893 1278 21297 2971 18326 14696 2924 389 8662 615 13734 5913 347 156 7821 2098 58 962 652 231 8641 372 379
is_linear=0
shrinkage=0.1


Tree=1678
num_leaves=31
num_cat=0
split_feature=4 5 0 1 5 3 7 6 6 6 4 6 6 0 1 1 4 3 1 3 1 3 4 4 0 4 1 0 6 0
split_gain=2.19257e+12 1.24593e+13 1.97605e+13 3.12111e+13 2.96623e+13 2.16788e+13 2.44055e+13 2.26306e+13 2.41402e+13 2.04717e+13 1.82227e+13 1.55424e+13 2.85979e+13 5.04068e+13 4.48213e+13 6.23443e+13 7.27485e+13 3.62757e+13 6.20038e+13 3.9747e+13 8.72144e+13 6.60915e+13 6.07248e+13 6.01898e+13 7.10072e+13 5.53966e+13 7.47169e+13 5.41523e+13 4.39297e+13 5.27469e+13
threshold=9.5000000000000018 5.5000000000000009 56.838524800000009 55.90712030000001 6.5000000000000009 9.5000000000000018 6.0000000000000009 189.00000000000003 130.05000000000004 130.05000000000004 13.500000000000002 168.45000000000002 149.05000000000004 45.047736150000013 39.01296365000001 38.958307950000012 13.500000000000002 7.5000000000000009 52.380799750000001 17.500000000000004 39.735861600000007 9.5000000000000018 18.500000000000004 10.500000000000002 47.222459950000008 11.500000000000002 49.095306150000006 55.876067900000002 156.15000000000003 45.07004340000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 7 8 10 -4 -3 12 -2 14 15 16 -14 -15 19 20 23 25 -23 24 -19 26 -22 -21 -25 -30
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 17 -16 -17 -18 18 -20 27 21 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-78.762390657857836 74.3042463179668 111544.73275035511 -172139.91334635418 83991.904653033096 28678.512406250004 -48131.645944509204 -54801.803826457697 109353.24692708334 -80847.038636363635 -49962.619793701175 -18687.72900390625 6555.1077030831966 168460.78307291667 -29068.283586473834 -2946.766628011068 137456.11779489229 -28442.779056140993 192839.35797413794 17395.588678597716 63338.708170268699 -59455.738574218754 -199779.58620174634 -39161.615190972225 -55782.695216020336 -4585.32168367347 -157129.09880952383 186933.07425781252 -67408.34516493055 -66279.443134765635 30076.807186702808
leaf_weight=1892492 2174081 22 24 34 25 124 41 30 22 32 21 3691 24 1067 300 66 86 29 690 107 32 68 36 249 49 21 20 45 80 196
leaf_count=1892492 2174081 22 24 34 25 124 41 30 22 32 21 3691 24 1067 300 66 86 29 690 107 32 68 36 249 49 21 20 45 80 196
internal_value=0 68.3337 -18157.8 -6108.74 -61891.3 -17891.1 9681.11 37510.6 4352.41 -102324 47942.8 71.4676 60.4762 -9438.22 20556.8 60619.8 14518 -14747.9 -5327.48 -22150.4 -31266.7 -92985.7 -144181 -13150.1 68816.2 -20049.8 35309.2 24630.7 -25328 2147.46
internal_weight=0 2.18131e+06 375 294 81 260 136 95 65 56 43 2.18094e+06 2.17725e+06 3165 476 176 110 2689 1622 932 780 177 104 603 78 73 52 152 525 276
internal_count=4073804 2181312 375 294 81 260 136 95 65 56 43 2180937 2177246 3165 476 176 110 2689 1622 932 780 177 104 603 78 73 52 152 525 276
is_linear=0
shrinkage=0.1


Tree=1679
num_leaves=31
num_cat=0
split_feature=0 1 1 0 6 0 0 4 6 1 1 1 4 6 0 4 0 1 4 0 1 4 4 0 4 6 4 5 6 4
split_gain=2.17211e+12 2.79951e+13 1.68064e+14 1.49034e+14 9.57284e+13 9.58428e+13 9.21084e+13 1.36575e+14 9.19292e+13 6.97457e+13 7.75678e+13 1.13963e+14 7.59552e+13 7.46708e+13 7.37899e+13 1.33227e+14 6.64456e+13 7.94601e+13 6.91289e+13 6.57805e+13 6.20385e+13 6.05235e+13 5.83392e+13 1.20115e+14 8.77268e+13 8.56562e+13 7.9228e+13 6.15819e+13 6.41109e+13 5.76311e+13
threshold=56.128722100000005 39.843340650000009 39.873894000000007 57.57007620000001 86.030000000000015 57.634352600000007 57.60122925000001 8.5000000000000018 112.00500000000001 37.534144550000008 37.517483500000004 37.46219940000001 13.500000000000002 38.205000000000005 56.288960650000007 18.500000000000004 56.324067350000007 37.924401400000008 9.5000000000000018 56.685611200000004 37.978059650000013 5.5000000000000009 8.5000000000000018 57.60122925000001 6.5000000000000009 65.00500000000001 13.500000000000002 2.5000000000000004 68.515000000000015 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 9 3 -3 22 6 -6 -8 -7 10 11 -2 -13 -12 15 -11 17 -16 20 -15 -19 -21 24 -24 -5 -25 -27 28 -26 -18
right_child=1 2 -4 4 5 8 7 -9 -10 14 13 12 -14 19 16 -17 29 18 -20 21 -22 -23 23 25 27 26 -28 -29 -30 -31
leaf_value=-43.566746457885138 7.2167263873425149 -30027.902998998612 345.43231248594975 13246.845996936665 -1794.0080851108214 6549.567229217233 51100.05864002317 165182.76452297188 -227736.05375000002 -25192.812543306973 -13669.761759911653 -16209.584227498373 -71837.29584427386 34339.04178841188 67535.084216597868 202618.36688701925 -2792.0943922539564 -108811.97952974761 29703.74811237997 810.93014181385877 1060.0553969493646 -171356.68504849137 9705.5541741669276 32461.32015228931 -14909.525082797642 121968.95457752964 7352.7636980754578 -64131.245202526741 61326.863508064525 -12525.994796816885
leaf_weight=3004321 416994 767 579086 4312 158 103 344 151 20 2028 535 1311 302 1552 211 26 43397 52 934 69 4388 29 2828 1157 999 228 82 222 124 7074
leaf_count=3004321 416994 767 579086 4312 158 103 344 151 20 2028 535 1311 302 1552 211 26 43397 52 934 69 4388 29 2828 1157 999 228 82 222 124 7074
internal_value=0 122.385 583.106 12556.4 15601 49429.7 64682.3 85901 -31545.7 -445.775 2.68823 -95.4028 -26624.7 18795.2 -3693.23 -22309.1 -3011.11 7338.68 4975.18 29321.7 -226.734 -50136.6 12963.2 21750.2 6291.88 44969 91651.1 -16005.4 -6491.62 -4156.39
internal_weight=0 1.06948e+06 590581 11495 10728 776 653 495 123 478902 420792 418607 1613 2185 58110 2054 56056 5585 5374 1650 4440 98 9952 4295 5657 1467 310 1345 1123 50471
internal_count=4073804 1069483 590581 11495 10728 776 653 495 123 478902 420792 418607 1613 2185 58110 2054 56056 5585 5374 1650 4440 98 9952 4295 5657 1467 310 1345 1123 50471
is_linear=0
shrinkage=0.1


Tree=1680
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 6 7 4 3 1 3 6 0 4 1 3 3 4 4 4 3 4 0 4 4 1 1 4 6 6
split_gain=2.01051e+12 5.0305e+13 1.01856e+14 5.98248e+13 1.02815e+14 7.73548e+13 7.85956e+13 1.01314e+14 1.90007e+14 9.21501e+13 6.23299e+13 4.85538e+13 4.83486e+13 4.66176e+13 7.69232e+13 4.61822e+13 4.013e+13 3.94602e+13 9.66485e+13 4.42942e+13 8.86366e+13 3.64046e+13 3.55343e+13 1.01464e+14 9.89879e+13 6.02823e+13 2.45689e+14 5.10648e+13 5.36722e+13 3.88422e+13
threshold=55.046782850000007 55.039488700000007 138.05000000000004 82.895858600000011 82.911604200000014 62.010000000000012 6.0000000000000009 19.500000000000004 7.5000000000000009 82.901648750000021 14.500000000000002 108.05000000000001 55.043091000000011 10.500000000000002 82.901648750000021 11.500000000000002 25.500000000000004 9.5000000000000018 11.500000000000002 16.500000000000004 5.5000000000000009 25.500000000000004 55.043091000000011 16.500000000000004 15.500000000000002 82.961694200000011 82.971668900000012 20.500000000000004 45.605000000000011 84.00500000000001
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 -5 7 9 -9 17 -10 21 13 -4 -15 -11 22 -7 -19 -20 -21 -3 29 24 -24 -25 -27 28 -28 -6
right_child=-2 2 12 4 16 6 -8 8 10 15 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=8.4403785382025305 -64.285160609885779 -6313.787022495877 158996.75953526652 10229.104774977204 4569.7515967495719 -220.31860991931353 85733.230230468747 241065.48763469828 -2181.4682957848836 -5236.5050921299662 143538.76775801808 -97511.269009891636 165120.34972222222 101709.92654447116 -48851.034927583081 -85578.73626104799 108204.26072048611 220506.09487847221 -19766.780552842883 265902.90543154761 37254.120289195671 -79315.831250000003 274.98619980868142 5819.0321965343865 32336.286176602061 -133320.93174342107 12174.309139671655 -65690.910749658462 -21733.764403235396 24845.476116652149
leaf_weight=1825156 2217197 2830 31 2340 11808 122 300 58 129 258 38 62 45 65 71 99 36 36 72 21 88 70 7314 929 1109 190 694 183 1426 1027
leaf_count=1825156 2217197 2830 31 2340 11808 122 300 58 129 258 38 62 45 65 71 99 36 36 72 21 88 70 7314 929 1109 190 694 183 1426 1027
internal_value=0 76.7706 4042.09 3573.28 4989.63 20875.6 41279.3 26799.1 85132.7 7941.3 30976.4 -9947.95 73122.8 48333.1 23108.2 -27516.3 2700.82 45281.6 70863.3 41100.1 81305.7 -8075.91 2546.93 -1402.93 4496.28 -15923.4 -24025.6 -15008.6 -10633.7 6192.13
internal_weight=0 1.85661e+06 31451 31239 28277 3561 1221 921 225 696 167 2962 212 167 136 357 24716 339 217 181 109 2900 24680 11845 8423 3422 2493 2303 2120 12835
internal_count=4073804 1856607 31451 31239 28277 3561 1221 921 225 696 167 2962 212 167 136 357 24716 339 217 181 109 2900 24680 11845 8423 3422 2493 2303 2120 12835
is_linear=0
shrinkage=0.1


Tree=1681
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 3 6 4 3 1 6 0 4 6 3 0 3 4 6 4 0 0 0 4 3 4 6 1 6 3
split_gain=2.12847e+12 1.8899e+13 2.2012e+13 4.20787e+13 5.29415e+13 4.57205e+13 4.20694e+13 3.71024e+13 3.77215e+13 7.10111e+13 3.68675e+13 3.3303e+13 3.66982e+13 6.06461e+13 3.18554e+13 3.21224e+13 3.17667e+13 2.92252e+13 2.47939e+13 4.35935e+13 3.82036e+13 5.44765e+13 4.52016e+13 9.95282e+13 6.92309e+13 6.26896e+13 7.17245e+13 1.33584e+14 5.72089e+13 4.97533e+13
threshold=110.01500000000001 3.5000000000000004 45.029425500000009 44.739668300000005 39.178027400000005 8.5000000000000018 134.05000000000004 11.500000000000002 5.5000000000000009 38.965413050000002 156.15000000000003 45.036141150000006 11.500000000000002 125.02000000000002 4.5000000000000009 45.00849250000001 13.500000000000002 9.5000000000000018 125.02000000000002 1.5000000000000002 59.933037250000005 59.950512650000007 56.342669500000007 20.500000000000004 16.500000000000004 3.5000000000000004 120.05000000000001 65.559704250000024 122.65000000000002 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 6 -3 7 14 -9 16 -6 12 17 -14 -5 -16 -10 -4 20 -20 22 -22 -13 25 -25 -24 29 -28 -29 -27
right_child=1 2 11 4 10 -7 -8 8 9 -11 -12 18 13 -15 15 -17 -18 -19 19 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=9.8076277763078945 -2040.1028627383716 6576.3669869616324 26344.075826322114 -39549.480879237293 -36621.962122616525 -28401.202325210401 1784.3031663859201 -170188.79949448531 42281.056445312504 -157444.4799984672 -153979.1976163903 7870.936152883979 233195.37642045456 43790.819927226032 -9798.9914772727279 146198.27990944602 -77306.22864583334 -105651.13054687501 -78493.240179959146 1.0305629852843896 62316.452281539358 10733.343236800265 51097.915835549647 130568.63713290665 7298.1428005105208 -30601.734785033415 -2129.0857342432419 43539.467261904763 260264.03666487071 108857.16675180288
leaf_weight=4000160 39060 2135 104 118 59 453 538 34 58 44 49 6757 22 73 33 22 36 20 71 20346 270 847 141 83 101 1590 504 21 29 26
leaf_count=4000160 39060 2135 104 118 59 453 538 34 58 44 49 6757 22 73 33 22 36 20 71 20346 270 847 141 83 101 1590 504 21 29 26
internal_value=0 -532.726 1169.74 -6255.79 -23778.3 453.941 -15694.9 -42952.3 -75841.3 -52596.2 -89867.4 2026.89 40884.9 87652.9 -10253.4 52599.9 -3518.33 5054.53 1750.47 -271.933 5732.67 23202 3623.59 -7879.13 62903.9 -13514.8 -17713.2 13337.4 169240 -28358
internal_weight=0 73644 34584 3579 991 2588 883 345 172 138 108 31005 219 95 173 55 94 124 30786 20417 10369 1117 9252 2495 184 2311 2170 554 50 1616
internal_count=4073804 73644 34584 3579 991 2588 883 345 172 138 108 31005 219 95 173 55 94 124 30786 20417 10369 1117 9252 2495 184 2311 2170 554 50 1616
is_linear=0
shrinkage=0.1


Tree=1682
num_leaves=31
num_cat=0
split_feature=3 2 1 4 6 1 0 0 1 6 4 3 4 6 5 6 6 1 0 6 0 4 6 4 3 6 1 0 6 1
split_gain=2.0614e+12 1.26583e+13 2.22573e+13 4.40112e+13 2.91936e+13 4.40656e+13 3.55892e+13 4.97631e+13 3.93182e+13 4.72136e+13 3.03249e+13 4.20059e+13 3.45605e+13 2.83496e+13 3.08294e+13 2.9731e+13 2.90658e+13 2.70726e+13 3.54877e+13 7.96135e+13 3.49565e+13 2.55925e+13 2.53149e+13 2.51486e+13 2.41905e+13 3.40214e+13 2.66891e+13 4.21721e+13 2.97041e+13 2.51715e+13
threshold=18.500000000000004 75.000000000000014 37.343102500000008 19.500000000000004 40.610000000000007 37.46219940000001 55.858844800000007 55.710673100000008 37.401708450000008 54.410000000000004 20.500000000000004 19.500000000000004 21.500000000000004 83.010000000000005 1.5000000000000002 102.04000000000001 56.805000000000007 37.475446350000006 55.696737300000009 48.945000000000007 55.728148450000006 25.500000000000004 72.020000000000024 23.500000000000004 21.500000000000004 56.205000000000005 37.374856000000008 55.81943720000001 57.410000000000004 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -10 11 -7 -12 14 -6 -15 -16 18 -14 -20 -21 -5 -18 -22 25 29 28 -28 -26 -9
right_child=1 -3 4 21 5 10 -8 24 9 -11 12 -13 17 15 16 -17 22 -19 19 20 23 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=12.252180976052571 -131953.88375061037 -942.18553668138247 7495.7450895905749 20002.334740514878 -42531.587192007217 931.19101945465684 -59743.706126512101 -115539.0369921875 -7317.2760701261377 -50903.541465725488 -33006.498530788049 64026.004223090284 6810.4829275631218 -77584.167311507947 117757.65159839448 51301.774187500007 -5836.9716897551552 -99.798914077800987 197226.23707386365 129039.19458705357 54455.245113985664 -78524.953776041672 84235.34108355979 -31502.745170454549 179368.91896306819 8894.6377078999194 27575.646203025783 -64761.885567434219 16836.80762567935 -23646.248406617255
leaf_weight=3956431 20 93178 5249 1118 52 255 155 40 431 587 306 180 618 63 42 25 97 13739 33 28 61 27 46 77 22 353 374 57 23 117
leaf_count=3956431 20 93178 5249 1118 52 255 155 40 431 587 306 180 618 63 42 25 97 13739 33 28 61 27 46 77 22 353 374 57 23 117
internal_value=0 -412.999 1624.97 15110.2 942.801 -991.647 -13345.4 -10257.5 -22782.3 -32450 1014.42 27039.4 252.683 7500.18 25497.1 -40968.8 44618.7 951.866 18637.1 55364.9 27163.6 17679 23137.3 6493.18 6802.09 -8330.13 23015.2 15364 96297 -47058.4
internal_weight=0 117373 24195 1165 23030 17781 2484 2329 1343 1018 15297 435 14862 325 237 88 185 14556 817 199 166 1145 143 138 986 510 476 431 45 157
internal_count=4073804 117373 24195 1165 23030 17781 2484 2329 1343 1018 15297 435 14862 325 237 88 185 14556 817 199 166 1145 143 138 986 510 476 431 45 157
is_linear=0
shrinkage=0.1


Tree=1683
num_leaves=31
num_cat=0
split_feature=0 0 7 4 0 1 0 1 1 4 2 6 6 0 1 6 4 1 1 1 0 2 6 1 0 1 4 6 5 2
split_gain=2.06285e+12 2.714e+13 5.57149e+13 1.17958e+14 1.12877e+14 1.09462e+14 1.58467e+14 1.82193e+14 1.1911e+14 8.96421e+13 8.93686e+13 8.70314e+13 8.00559e+13 7.8073e+13 7.47816e+13 7.93831e+13 1.18511e+14 7.32712e+13 1.37658e+14 1.69952e+14 1.01511e+14 9.93046e+13 7.08508e+13 9.03522e+13 2.9806e+14 1.55125e+14 6.96658e+13 7.78447e+13 6.95333e+13 6.86205e+13
threshold=56.128722100000005 55.876067900000002 6.0000000000000009 21.500000000000004 55.883833400000007 37.768783500000005 55.910578700000009 52.061190950000004 37.442254400000003 15.500000000000002 5762.5000000000009 77.565000000000012 68.515000000000015 56.067362750000008 37.755233900000007 67.00500000000001 19.500000000000004 37.234509300000006 37.503969450000007 37.649344350000007 55.897267000000006 3658.0000000000005 68.00500000000001 37.425454150000007 55.897267000000006 37.290808600000013 24.500000000000004 52.330000000000005 3.5000000000000004 3930.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 7 11 22 -10 29 -7 -4 -12 -11 -16 -17 20 -19 -20 -6 -21 -3 24 25 -24 27 -5 -29 -8
right_child=-2 2 3 26 17 6 10 -9 9 14 13 -13 -14 -15 15 16 -18 18 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=40.761032678791011 119.26680799625447 951.95896584025979 -17588.767466263998 -2410.7131850294304 117769.95056762696 -7007.3015856980146 -704.83042701036402 -56400.598648902378 13396.149554311574 805.03567222306333 -45479.882773902529 -46681.354949270717 -60723.3974815732 47765.852988064675 21393.995154499557 62034.372869988205 342737.44624255953 -33895.841285275463 21827.117519654159 -12958.120723421904 10204.68327512133 -1196.359709461243 -42368.884633657093 -42196.638918685057 -19893.478295957037 90722.072081490027 -3243.9824068169278 20750.858608044615 -31672.994823854358 -25780.144025980728
leaf_weight=2790408 1069483 14987 1604 3155 96 8376 103256 918 14751 12518 105 592 588 620 212 53 21 1749 2185 14422 1019 14292 111 886 2604 415 8484 4523 268 1103
leaf_count=2790408 1069483 14987 1604 3155 96 8376 103256 918 14751 12518 105 592 588 620 212 53 21 1749 2185 14422 1019 14292 111 886 2604 415 8484 4523 268 1103
internal_value=0 -42.4568 -1128 -3961.92 -7169.66 -208.933 -1865.52 -13969.7 3881.82 8082.19 -726.79 -9626.28 -29159.6 34261.3 1960.19 52520.4 141693 -5742.01 -6602.91 -5058.03 19465.9 -7103.87 -2208.87 -14004.5 -6024.25 62636.3 3057.82 9786.3 17818.4 -969.859
internal_weight=0 3.00432e+06 213913 52385 35955 161528 114970 9886 46558 27555 105084 8968 2192 725 12804 286 74 33763 32648 30899 1115 28714 19003 4016 3130 526 16430 7946 4791 104359
internal_count=4073804 3004321 213913 52385 35955 161528 114970 9886 46558 27555 105084 8968 2192 725 12804 286 74 33763 32648 30899 1115 28714 19003 4016 3130 526 16430 7946 4791 104359
is_linear=0
shrinkage=0.1


Tree=1684
num_leaves=31
num_cat=0
split_feature=2 6 6 1 0 0 1 0 1 5 0 1 1 3 4 0 0 0 4 0 3 1 0 1 3 1 6 6 5 1
split_gain=2.36927e+12 1.5497e+13 5.76744e+13 1.01996e+14 7.67458e+13 1.15101e+14 1.32379e+14 7.16146e+13 1.06635e+14 5.61324e+13 1.53113e+14 1.60973e+14 2.14873e+14 9.60679e+13 6.90069e+13 5.94529e+13 6.64406e+13 1.01063e+14 6.24723e+13 5.33508e+13 8.6552e+13 5.31127e+13 5.14071e+13 5.00924e+13 5.73772e+13 5.96113e+13 9.1042e+13 4.86065e+13 4.29299e+13 4.15657e+13
threshold=36.000000000000007 51.405000000000008 46.010000000000012 37.534144550000008 55.676890650000011 55.667390500000003 37.46219940000001 55.696737300000009 37.46219940000001 1.5000000000000002 55.710673100000008 37.517483500000004 37.503969450000007 9.5000000000000018 18.500000000000004 55.743464250000009 55.775215600000003 55.783232450000007 16.500000000000004 55.79439725000001 8.5000000000000018 37.475446350000006 55.922096200000006 37.425454150000007 2.5000000000000004 37.46219940000001 48.810000000000009 46.805000000000007 2.5000000000000004 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -7 8 -6 10 -9 12 13 23 -14 28 18 -18 -17 27 -21 -8 -5 -12 -25 -26 -27 -13 -11 -4
right_child=-2 -3 3 22 7 6 21 9 -10 15 11 19 14 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-231.04895296041124 21.128470227730105 444.24370378139906 41121.874759951119 -12485.773755933977 -221458.36223214288 -103182.22695312501 253093.28822115387 159216.44378446694 -32391.618828801831 -36554.983471359854 -5031.4156492122938 -31879.152381819389 -231999.6760110294 -23355.282878322851 -76864.251912568317 -40157.443665907122 -96703.708036140277 -5120.0054988246466 67850.965923575815 32641.882777777781 222057.78743990386 97715.837743116266 144119.2648809524 -29092.656753472223 134686.23337962964 -93602.772232142859 131381.59425675677 82786.196401515161 -164106.64765625002 5190.4513571454318
leaf_weight=124010 3783399 147405 358 11279 35 31 26 68 202 458 121 59 34 385 183 72 131 1502 209 45 52 143 21 45 135 35 37 99 28 3197
leaf_count=124010 3783399 147405 358 11279 35 31 26 68 202 458 121 59 34 385 183 72 131 1502 209 45 52 143 21 45 135 35 37 99 28 3197
internal_value=0 -275.262 -1016.93 -6148.96 2734.95 12961.6 86775.7 -7023.86 -60312.9 -3608.64 13144.3 5068.79 -13432 11685.9 -101171 -12669.2 -4738.2 -12466.9 40176.2 75807.3 134184 121620 -12194.7 47854.4 73248 95496 22014.2 39968.1 -43903.6 8808.86
internal_weight=0 290405 143000 18990 7690 3755 200 3935 237 3698 1298 1230 975 758 217 2400 1914 1633 281 255 97 169 11300 373 252 207 72 158 486 3555
internal_count=4073804 290405 143000 18990 7690 3755 200 3935 237 3698 1298 1230 975 758 217 2400 1914 1633 281 255 97 169 11300 373 252 207 72 158 486 3555
is_linear=0
shrinkage=0.1


Tree=1685
num_leaves=31
num_cat=0
split_feature=6 0 4 4 1 1 5 0 0 5 5 0 1 1 4 3 5 3 1 1 5 1 1 5 0 1 3 5 2 2
split_gain=2.03742e+12 8.207e+12 1.12604e+13 2.39317e+13 2.13395e+13 2.81507e+13 2.0152e+13 3.10571e+13 2.8108e+13 1.74037e+13 1.58441e+13 1.56934e+13 2.03476e+13 4.6812e+13 2.69364e+13 1.36865e+13 2.36762e+13 1.26981e+13 9.80905e+12 8.93262e+12 1.95402e+13 1.70421e+13 3.06881e+13 1.71602e+13 1.79193e+13 1.67329e+13 1.50798e+13 1.45688e+13 2.37645e+13 2.3892e+13
threshold=21.020000000000003 54.707511300000007 5.5000000000000009 8.5000000000000018 40.024897700000004 39.908802000000009 1.5000000000000002 44.249882500000005 44.249882500000005 2.5000000000000004 2.5000000000000004 43.6005307 39.735861600000007 39.723160900000003 4.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 83.754481100000007 39.689978950000004 1.5000000000000002 39.939672500000007 39.873894000000007 1.5000000000000002 47.245981600000007 38.989878900000008 7.5000000000000009 2.5000000000000004 3191.5000000000005 2892.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 11 -6 -8 12 13 -1 -15 16 -11 -7 -4 20 -5 22 23 -21 26 -22 -25 -23 29 -29
right_child=-2 -3 3 19 9 17 7 -9 -10 15 -12 -13 -14 14 -16 -17 -18 -19 -20 21 25 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-36060.14154211853 6.4114876687012128 -1815.4143729531786 22882.631375666409 3052.4155585012359 9133.5280900589187 -81963.955472449103 37221.176453993059 5460.9067144647343 -2285.6218130428674 -13140.221189161281 138558.70945638019 -41280.074795886198 -32194.139206399355 134092.68024651945 -4292.8386363636364 -40952.938459777833 84455.41790140087 -19198.249228050594 94231.463520507823 5813.8814267365833 4541.2148703835228 6274.3872057190974 128038.21458333333 44737.034798971035 -5961.1835592830885 -44964.081474745006 140982.12492404514 -63544.985085227272 -58850.308705950796 65634.2938536109
leaf_weight=69 4040593 23163 527 1079 2371 66 36 429 2792 174 27 319 170 39 22 128 29 63 20 299 110 813 27 41 34 180 27 22 94 41
leaf_count=69 4040593 23163 527 1079 2371 66 36 429 2792 174 27 319 170 39 22 128 29 63 20 299 110 813 27 41 34 180 27 22 94 41
internal_value=0 -780.049 1606.71 6378.68 -741.712 -5349.98 -3830.9 15089 -6559.89 6134.87 80651.5 -25839 -9419.94 20361.7 84183.1 -15344.9 802.013 -51310.9 25491.4 2600.35 -3141.3 8222.89 24844.5 17896.3 53314.3 -26186.2 82952 888.829 -26999.4 20524.1
internal_weight=0 33211 10048 3314 6734 4032 3903 492 3411 2702 63 619 300 130 61 331 203 129 547 2767 1369 1398 428 401 102 290 68 970 157 63
internal_count=4073804 33211 10048 3314 6734 4032 3903 492 3411 2702 63 619 300 130 61 331 203 129 547 2767 1369 1398 428 401 102 290 68 970 157 63
is_linear=0
shrinkage=0.1


Tree=1686
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 1 2 1 0 6 5 2 0 7 1 1 0 0 6 4 1 0 7 1 0 6 1
split_gain=2.04283e+12 1.62185e+13 3.77385e+13 7.94803e+13 1.54698e+14 1.03117e+14 1.75299e+14 1.36743e+14 8.08333e+13 1.18448e+14 2.72542e+14 1.88989e+14 7.67665e+13 7.41842e+13 5.94228e+13 5.378e+13 5.03915e+13 6.82727e+13 4.79742e+13 8.79017e+13 1.74138e+14 1.31204e+14 4.37379e+13 4.22816e+13 4.19781e+13 3.92457e+13 3.87528e+13 8.69266e+13 8.07967e+13 7.76533e+13
threshold=5.5000000000000009 55.539595350000006 55.775215600000003 53.252814850000007 52.380799750000001 38.247071200000008 49.176406850000006 49.230435000000007 37.442254400000003 75.000000000000014 37.331232350000008 55.721784200000009 74.015000000000015 3.5000000000000004 9236.5000000000018 55.554045200000012 6.0000000000000009 37.600779750000008 52.061190950000004 55.749683450000006 55.721784200000009 67.91500000000002 3.5000000000000004 37.534144550000008 55.721784200000009 6.0000000000000009 38.109452700000006 55.622114900000007 67.445000000000007 38.166910000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 24 9 13 -11 -12 -7 -3 -5 23 26 -18 -9 20 -20 -22 -19 -10 -8 -26 27 -17 -28 -30
right_child=-2 2 -4 14 -6 6 7 18 15 10 11 -13 -14 -15 -16 16 17 22 19 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-219.33356055724636 -44.279219376247717 -27812.275155597366 217.26669852864921 -22562.792546276221 18887.602298522201 -10446.876723136 44324.362727081898 -5665.3904063685832 81123.54977022059 -2090.699728811112 -1168.2862915039063 176788.11518290752 -51829.638830670738 -195383.86637731481 18532.982500837457 -12988.969577241905 -195875.68444010417 -78811.918032873684 3650.0834847709871 -56021.312963368946 37706.886913571412 157503.48077431959 9831.5576952691627 22948.126448047882 20345.970614809492 -54316.684522804062 13571.914359781036 8874.8380921918142 113559.96248070989 -2291.511007486979
leaf_weight=642967 2928705 1227 441309 1936 5947 10629 863 5854 153 5613 100 148 468 27 430 2059 24 83 2880 196 348 124 169 681 1448 74 3525 15565 162 90
leaf_count=642967 2928705 1227 441309 1936 5947 10629 863 5854 153 5613 100 148 468 27 430 2059 24 83 2880 196 348 124 169 681 1448 74 3525 15565 162 90
internal_value=0 113.249 539.111 2874.3 3601.55 1870.33 -3171.8 5320.5 5765.02 -3526.12 2442.03 105032 -12192.1 -31420.3 -15094 8701.65 7742.92 -34713.3 -104.308 9071.16 12877.3 69178.9 -19364.5 33620.6 26705.9 16715.9 8290.46 6320.5 17482.5 72184.4
internal_weight=0 1.1451e+06 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 11097 1254 2366 22511 21677 276 9402 3548 3352 472 252 834 2385 1522 21401 17624 3777 252
internal_count=4073804 1145099 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 11097 1254 2366 22511 21677 276 9402 3548 3352 472 252 834 2385 1522 21401 17624 3777 252
is_linear=0
shrinkage=0.1


Tree=1687
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 6 1 2 3 0 6 0 1 0 0 6 7 1 1 6 1 6 0 0 6 2 0 0 0
split_gain=2.17774e+12 5.77579e+12 2.97065e+13 1.90815e+13 1.77522e+13 3.76059e+13 4.59936e+13 2.1545e+13 3.30799e+13 2.23255e+13 1.36724e+13 1.3405e+13 1.28751e+13 1.84611e+13 1.29126e+13 2.11155e+13 1.18708e+13 1.97534e+13 3.70756e+13 3.22238e+13 1.29334e+13 3.85789e+13 1.04247e+13 3.64225e+13 2.00582e+13 1.01104e+13 9.27032e+12 8.99826e+12 1.02105e+13 8.58873e+12
threshold=2.5000000000000004 2.5000000000000004 52.610000000000007 30.277905650000005 30.370944000000005 30.472130500000002 61.805000000000007 37.534144550000008 75.000000000000014 1.5000000000000002 44.249882500000005 55.015000000000008 56.342669500000007 33.882313700000005 55.622114900000007 55.834019500000004 73.995000000000019 6.0000000000000009 39.777866350000004 43.047633000000012 65.805000000000021 42.186961750000002 61.805000000000007 59.933037250000005 56.986919400000012 62.625000000000007 3338.0000000000005 45.015054600000006 45.00849250000001 60.753246850000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 12 9 -9 16 -4 13 -7 -15 -16 20 18 -18 -20 -10 -22 24 -24 -13 -14 -26 28 -12 -27
right_child=-2 -3 3 4 5 7 -8 8 10 -11 27 22 25 14 15 -17 17 -19 19 -21 21 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=656.25716839655024 -12.302634487602816 1546.058926630084 -40060.569670222358 -66829.695296223959 -310.66196986607144 -106738.75317382812 198241.78937500002 5305.711011904762 9475.7270657961944 146491.74843750001 -15214.316892476721 115544.21201435813 -17118.908327191431 -17217.206573649088 -130534.08786873653 -30592.604021434294 -150230.41065340908 68208.50516304349 99976.405646306826 -37659.694447916663 152655.39095552886 -351.57707790798617 -52014.373637820514 113968.64265625 69000.506500000003 72884.905237268526 -10266.229973687066 -5599.9546625518451 -68954.239967105255 -3165.4641157670458
leaf_weight=70371 3961637 32996 26 48 28 32 20 21 413 24 508 37 159 300 29 78 22 23 22 75 26 45 39 20 25 27 36 6646 38 33
leaf_count=70371 3961637 32996 26 48 28 32 20 21 413 24 508 37 159 300 29 78 22 23 22 75 26 45 39 20 25 27 36 6646 38 33
internal_value=0 434.518 -28.7376 -5506.44 -6185.04 -5845.33 82419.5 -6342.54 -4887.93 80604.9 -5380.02 26447 -23724.9 -33604.8 -27854.7 -57679.5 8794.61 -16628.7 -33025.8 -6443.26 16253.5 55679.1 37461 4251.06 57454.7 -3919.97 22220.1 -6613.8 -18954.5 31057.2
internal_weight=0 112167 79171 8800 8617 8569 48 8521 7863 45 7818 183 658 439 407 107 626 142 119 97 484 71 157 59 98 219 61 7192 546 60
internal_count=4073804 112167 79171 8800 8617 8569 48 8521 7863 45 7818 183 658 439 407 107 626 142 119 97 484 71 157 59 98 219 61 7192 546 60
is_linear=0
shrinkage=0.1


Tree=1688
num_leaves=31
num_cat=0
split_feature=4 5 1 1 6 6 3 1 6 0 4 6 0 6 6 7 6 1 1 1 0 1 3 1 1 1 1 3 2 6
split_gain=2.21853e+12 1.17614e+13 3.60997e+13 1.07656e+14 4.45821e+13 3.78937e+13 7.82844e+13 8.97443e+13 9.12085e+13 5.03715e+13 5.20666e+13 3.79807e+13 3.63706e+13 4.55109e+13 5.40866e+13 8.95877e+13 5.69768e+13 4.74202e+13 6.87617e+13 6.76995e+13 4.49263e+13 4.85807e+13 5.71882e+13 6.13722e+13 4.35914e+13 1.34086e+14 7.4938e+13 6.74666e+13 4.93804e+13 3.76247e+13
threshold=9.5000000000000018 1.5000000000000002 37.978059650000013 37.71815560000001 69.605000000000004 84.00500000000001 6.5000000000000009 30.330566300000005 128.05000000000004 59.982409200000006 6.5000000000000009 30.025000000000002 43.6005307 37.005000000000003 59.815000000000005 6.0000000000000009 247.90000000000001 39.069277450000008 38.965413050000002 49.195555600000006 51.567244500000008 44.064675150000006 3.5000000000000004 40.377616600000003 43.997056950000008 43.56803845000001 44.064675150000006 2.5000000000000004 3191.5000000000005 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 -7 -1 -4 -14 17 16 24 18 -15 -19 -17 22 -22 -24 25 28 29 -27 -16 -26
right_child=-2 -3 12 4 -6 6 -8 8 -10 -11 -12 -13 13 14 15 20 -18 19 -20 -21 21 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=4882.3611935694307 68.737047132873116 -258.12317311116902 -3972.4410850388713 -7090.4031291853789 -115491.21935135692 -191250.81680279356 211834.76311848962 166505.17402012713 -18083.688730668051 41348.726063368056 2326.501953125 -672.08243811228601 240.0999327754696 4453.3812125292252 -11714.58647584448 -19277.253542316492 26611.375846531082 6840.8050732833799 -4427.6845258190069 1305.6282282667298 22746.775690670293 15383.99386435395 98464.702687026525 298427.07466796873 186888.62079741381 -43621.418696120694 -11948.231403047899 -147970.6185341283 -73233.799533493453 13463.832812500001
leaf_weight=14155 2181312 1249201 16470 23966 38 33 24 59 49 36 24 94484 367047 16181 1102 134 276 43259 18902 45168 69 193 66 20 29 116 1088 133 148 22
leaf_count=14155 2181312 1249201 16470 23966 38 33 24 59 49 36 24 94484 367047 16181 1102 134 276 43259 18902 45168 69 193 66 20 29 116 1088 133 148 22
internal_value=0 -79.2273 268.169 -1200.09 -7262.01 136.534 41132.7 20750.3 82756.5 -51256.8 -109745 51.6277 650.371 804.511 2436.94 -10013.1 -16618.8 2779.27 -331.555 4013.47 29922.6 48867.4 90559.6 144968 -21141.8 -32347.1 -6394.82 -99358.1 -18998.5 112078
internal_weight=0 1.89249e+06 643291 132868 24004 108864 225 201 108 93 57 108639 510423 493953 126906 3396 2914 123510 35083 88427 482 348 155 86 2638 1499 1139 249 1250 51
internal_count=4073804 1892492 643291 132868 24004 108864 225 201 108 93 57 108639 510423 493953 126906 3396 2914 123510 35083 88427 482 348 155 86 2638 1499 1139 249 1250 51
is_linear=0
shrinkage=0.1


Tree=1689
num_leaves=31
num_cat=0
split_feature=6 0 0 1 0 1 0 1 6 4 4 6 1 0 6 1 0 1 1 0 4 7 5 1 4 0 1 1 4 4
split_gain=2.39328e+12 2.2874e+13 4.77579e+13 3.21331e+13 2.92297e+13 4.40036e+13 3.72705e+13 3.3567e+13 6.18801e+13 4.67517e+13 5.51531e+13 8.75736e+13 5.66428e+13 4.90809e+13 4.46003e+13 5.56647e+13 6.90353e+13 1.69206e+14 8.48979e+13 5.20648e+13 4.83392e+13 4.31125e+13 9.31932e+13 7.44812e+13 9.61507e+13 6.20499e+13 6.7056e+13 4.42243e+13 5.89931e+13 4.50355e+13
threshold=46.010000000000012 59.864072000000007 59.856552950000008 30.509101000000005 59.990753350000013 30.624707450000006 59.905532300000012 30.370944000000005 36.005000000000003 19.500000000000004 22.500000000000004 43.905000000000008 30.323041000000003 59.950512650000007 40.610000000000007 30.242318500000007 59.982409200000006 30.303340300000002 30.277905650000005 59.905532300000012 6.5000000000000009 6.0000000000000009 1.5000000000000002 30.315889700000003 15.500000000000002 59.939085000000013 30.157841000000001 30.323041000000003 7.5000000000000009 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 -1 -4 5 7 -7 8 -3 14 12 -12 -11 -13 15 -10 18 -18 19 -17 -21 22 23 -16 -25 -23 -27 -28 -29 -30
right_child=-2 4 3 -5 -6 6 -8 -9 9 10 11 13 -14 -15 21 16 17 -19 -20 20 -22 25 -24 24 -26 26 27 28 29 -31
leaf_value=-152.6345167905977 69.448999366728017 -674.71314601049539 -5842.3916426876194 -26377.985033279314 -143.4179038808447 -38883.172684914724 -3092.4964364881403 921.98140124749011 240.5705888094252 -12453.535558243246 1729.1728096802597 48902.530449021462 -86463.878580163058 183894.28970782307 14153.821418837899 -25825.456838290665 -77174.759112870073 49811.422655449467 9997.8386889529502 -33172.498076923075 67862.489931640623 9417.2114721424387 -2602.9046056885491 74274.59314844069 -15114.759842804939 53904.312069140637 -35277.181783380503 160333.42357954546 -49106.561232526918 12565.889187461453
leaf_weight=1685869 2237135 10271 6343 866 80079 448 830 33020 1753 1026 1460 99 115 37 1391 83 114 1319 4516 52 530 2056 2031 538 155 125 969 22 172 380
leaf_count=1685869 2237135 10271 6343 866 80079 448 830 33020 1753 1026 1460 99 115 37 1391 83 114 1319 4516 52 530 2056 2031 538 155 125 969 22 172 380
internal_value=0 -84.5916 -187.365 -8309.28 1127.21 2729.27 -15638.8 3106.47 5575.55 8964.47 -3124.09 8878.47 -19912.9 85628.2 11006.1 16083.9 20283.1 39709.2 14910 48268.6 58835.3 5586.26 12641.2 27497.6 54281.3 -2209.38 -16540.5 -22247.3 -250.793 -6650.89
internal_weight=0 1.83667e+06 1.69308e+06 7209 143591 63512 1278 62234 29214 18943 2737 1596 1141 136 16206 8367 6614 1433 5181 665 582 7839 4115 2084 693 3724 1668 1543 574 552
internal_count=4073804 1836669 1693078 7209 143591 63512 1278 62234 29214 18943 2737 1596 1141 136 16206 8367 6614 1433 5181 665 582 7839 4115 2084 693 3724 1668 1543 574 552
is_linear=0
shrinkage=0.1


Tree=1690
num_leaves=31
num_cat=0
split_feature=0 0 6 6 1 1 1 1 6 5 1 3 3 6 4 7 6 6 1 1 6 6 1 6 7 0 6 2 2 4
split_gain=2.44402e+12 1.52765e+13 6.76721e+13 2.8291e+13 3.01616e+13 2.70171e+13 2.567e+13 1.55534e+13 1.451e+13 1.68415e+13 6.37228e+13 9.05544e+13 6.08376e+13 1.73703e+13 1.7068e+13 3.23649e+13 3.18423e+13 2.82597e+13 2.68257e+13 2.07023e+13 1.90056e+13 1.53345e+13 2.96312e+13 1.37532e+13 1.3549e+13 4.56323e+13 4.16941e+13 5.03656e+13 8.9494e+13 4.86332e+13
threshold=54.94110555000001 54.943815050000005 108.05000000000001 31.005000000000006 83.117716000000016 82.958608050000009 37.374856000000008 82.956351500000011 88.00500000000001 2.5000000000000004 82.962856350000024 9.5000000000000018 5.5000000000000009 87.015000000000015 16.500000000000004 6.0000000000000009 57.715000000000011 38.205000000000005 82.958608050000009 82.886781200000016 58.995000000000012 42.405000000000008 82.961694200000011 63.855000000000011 6.0000000000000009 54.932051950000009 52.610000000000007 2200.0000000000005 2691.5000000000005 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=24 2 3 5 6 7 -5 -2 9 14 -11 12 -12 -14 15 16 18 -16 -8 20 -19 -21 -23 -17 -1 26 -26 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 11 -13 13 -15 17 23 -18 19 -20 21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-35.738519571021854 8288.141837571251 -27.171964498928624 181709.23472656251 42233.193581250001 38991.739780159885 -19689.488473684138 13989.322991652718 38012.638501171357 -29123.824007900632 -2966.499678049513 -8053.2780082563913 -33671.868721973093 39341.522260754369 72151.851446759261 30377.497767136316 -3295.6056851583144 -24331.346772629753 -4709.1716857604042 -11147.45478775829 -7763.8220815501982 -77619.987603759771 57113.252066926034 4006.8086829606882 51449.713688858697 -595.00207497711267 19157.283186046025 7949.6867848983602 -16203.799954923154 -10890.084721835066 2269.533540500423
leaf_weight=1072984 331 2739332 20 125 172 176 525 376 214 5361 220 223 401 270 352 19057 1533 81 2219 743 64 124 688 46 118276 1348 13036 2827 2899 89781
leaf_count=1072984 331 2739332 20 125 172 176 525 376 214 5361 220 223 401 270 352 19057 1533 81 2219 743 64 124 688 46 118276 1348 13036 2827 2899 89781
internal_value=0 -53.0601 -2181.34 -2291.78 -2772.82 15368.9 -2995.59 24096.4 -3171.6 -2997.54 1555.68 23318.1 37581.6 52543.9 -4156.79 -4924.27 -12787.4 4587.7 -6338.12 -752.303 -36890.5 2617.5 12116.7 -3163.78 113.067 812.844 703.822 2119.11 1323.28 1857.9
internal_weight=0 2.77265e+06 33321 33301 32418 883 32246 707 32121 31907 6475 1114 891 671 25432 23380 4277 2052 2744 1700 145 1555 812 19103 1.30115e+06 228167 226819 108543 95507 92680
internal_count=4073804 2772653 33321 33301 32418 883 32246 707 32121 31907 6475 1114 891 671 25432 23380 4277 2052 2744 1700 145 1555 812 19103 1301151 228167 226819 108543 95507 92680
is_linear=0
shrinkage=0.1


Tree=1691
num_leaves=31
num_cat=0
split_feature=4 3 6 1 1 0 0 1 0 6 1 6 6 7 4 2 5 4 0 0 1 1 0 1 6 0 0 0 1 1
split_gain=2.3271e+12 1.56085e+13 1.55613e+13 2.91822e+13 4.75597e+13 7.62852e+13 4.0329e+13 3.69205e+13 6.15219e+13 7.6073e+13 3.68146e+13 3.82033e+13 3.72645e+13 3.16542e+13 3.13804e+13 2.69696e+13 6.31026e+13 6.22909e+13 7.13716e+13 5.97772e+13 4.90655e+13 4.72209e+13 5.79372e+13 5.36141e+13 5.81404e+13 4.71606e+13 4.5134e+13 1.03879e+14 5.44175e+13 1.57173e+14
threshold=5.5000000000000009 10.500000000000002 47.005000000000003 61.400814300000008 60.307188350000011 57.100506200000005 55.007293000000011 60.571186450000006 56.850115550000005 74.015000000000015 60.605526900000008 97.020000000000024 156.15000000000003 6.0000000000000009 3.5000000000000004 75.000000000000014 2.5000000000000004 4.5000000000000009 55.667390500000003 55.622114900000007 37.755233900000007 37.425454150000007 55.801384500000005 37.740454950000007 62.995000000000012 55.79439725000001 55.775215600000003 55.768246800000007 37.343102500000008 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 14 11 -9 -13 -11 -8 16 17 20 19 -19 26 -20 25 24 -24 -23 27 28 -4 -30
right_child=-2 -3 3 -5 5 -7 7 10 -10 13 -12 12 -14 -15 -16 -17 -18 18 21 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-193.74112609618783 -47.259747615715405 79135.071187500012 -17852.635312336246 -890.36173122734681 -16846.851265970865 -25948.955361110609 40879.395638899674 -2750.790960807286 -761.7288086095316 74058.504338243278 7243.6098740249718 -90230.662144097223 60675.870312500003 -14035.923845108695 12022.367069215376 828.26527614930353 2264.0947072604445 -48531.39019040655 -78405.57456740702 -167324.30913915095 -105116.50861378206 -10884.776531596006 -1521.9123382325515 -78928.133457649892 -88332.290846488409 37762.584317652931 -27455.375091789305 197109.81953125002 227486.29267828527 17747.954387972837
leaf_weight=665592 2928705 25 328 108351 720 752 463 2893 1547 360 14108 90 20 46 2025 338985 5374 211 121 53 39 1311 377 221 97 235 258 32 39 426
leaf_count=665592 2928705 25 328 108351 720 752 463 2893 1547 360 14108 90 20 46 2025 338985 5374 211 121 53 39 1311 377 221 97 235 258 32 39 426
internal_value=0 120.872 119.146 553.481 975.008 5376.72 6434.42 7212.19 15336.5 23941.9 5103.59 -4950.14 -62793.1 64077.4 17392.5 683.876 -4681.82 -14641.1 -23067.9 -72380 5081.47 -17556.3 -14270.8 -38252 -19286.9 -3490.13 9049.82 20466 13337.9 35338.9
internal_weight=0 1.1451e+06 1.14507e+06 479482 371131 23024 22272 21552 4441 2894 17111 3003 110 406 2488 348107 9122 3748 2626 264 1122 2362 2241 695 474 1546 1083 825 793 465
internal_count=4073804 1145099 1145074 479482 371131 23024 22272 21552 4441 2894 17111 3003 110 406 2488 348107 9122 3748 2626 264 1122 2362 2241 695 474 1546 1083 825 793 465
is_linear=0
shrinkage=0.1


Tree=1692
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 1 2 1 1 1 6 2 6 6 0 0 2 6 0 0 3 6 6 6 5 6 1 6 0 1
split_gain=2.61366e+12 7.92018e+12 2.9227e+13 2.18134e+13 2.1132e+13 1.80858e+13 1.27593e+13 1.27121e+13 1.61125e+13 2.68165e+13 1.55663e+13 1.26057e+13 1.3245e+13 1.24937e+13 1.46291e+13 1.30495e+13 1.70657e+13 1.57456e+13 1.30905e+13 1.24774e+13 1.62606e+13 2.63156e+13 2.1017e+13 1.54031e+13 1.3546e+13 1.33159e+13 1.20185e+13 1.59303e+13 2.132e+13 2.06696e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 83.754481100000007 4046.5000000000005 92.948588300000011 92.865667950000017 92.90968070000001 55.805000000000007 3658.0000000000005 100.05000000000001 50.795000000000009 63.565651350000003 51.768991500000006 9907.0000000000018 43.205000000000005 52.02416370000001 52.07762420000001 6.5000000000000009 55.405000000000008 70.50500000000001 81.705000000000013 3.5000000000000004 128.05000000000004 118.02765200000002 78.010000000000005 55.988910100000005 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 -4 -10 -9 12 -7 14 15 -2 -17 -18 -19 23 21 -21 -22 -13 -23 -24 27 28 -5 -30
right_child=1 -3 3 26 5 11 -8 10 9 -11 -12 19 -14 -15 -16 16 17 18 -20 20 22 24 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-19.213771160470486 8863.6886012416744 -282.76952916269096 -885.81503269755308 -12164.194393649275 98315.801319839025 12568.069383373595 12529.375525484793 835.18214760638296 94588.010331632657 422.0051399327532 -85877.593992820941 27434.600488281252 -60310.505970982151 -830.04411269269701 19333.921625554325 1718.3575642104404 -5613.0988444157156 -12363.217408920025 4708.480403187491 8930.2579833984382 52086.130423677889 87283.044928216317 -68010.163788006757 -54233.234544462321 12780.342376077586 20081.414257812503 70230.397302827376 -33376.629218313545 42841.07333453335 -8788.1400819640239
leaf_weight=3852148 2186 107375 1179 573 33 228 2253 47 49 79 37 72 28 40820 451 54754 6681 519 3338 88 65 154 37 34 29 32 21 179 177 138
leaf_count=3852148 2186 107375 1179 573 33 228 2253 47 49 79 37 72 28 40820 451 54754 6681 519 3338 88 65 154 37 34 29 32 21 179 177 138
internal_value=0 333.915 913.333 8003.83 11110.9 25828.1 7879.87 349.071 2772.59 36469.9 -37359.7 22709.4 4596.98 552.644 1383.53 1263.56 1009.1 -2676.1 2411.3 31783.3 39777.6 53867.5 11282.3 1239.26 75476.6 -27156.1 -4687.09 -6161.57 -675.649 20222.6
internal_weight=0 221656 114281 5532 4444 800 3644 1391 1307 128 84 767 256 108749 67929 67478 65292 10538 3857 511 405 271 134 106 183 69 1088 1067 888 315
internal_count=4073804 221656 114281 5532 4444 800 3644 1391 1307 128 84 767 256 108749 67929 67478 65292 10538 3857 511 405 271 134 106 183 69 1088 1067 888 315
is_linear=0
shrinkage=0.1


Tree=1693
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 1 6 1 0 0 1 4 2 0 5 2 2 6 5 6 0 0 6 0 7 0 1 1 0 1
split_gain=2.37489e+12 2.60525e+13 3.22891e+13 2.63948e+13 1.27071e+14 2.33127e+13 4.58495e+13 3.7097e+13 1.02996e+14 8.35248e+13 2.44612e+14 1.5223e+14 1.21443e+14 1.05415e+14 8.21168e+13 7.80112e+13 8.17429e+13 6.94911e+13 1.14408e+14 6.07729e+13 5.93425e+13 2.28508e+14 7.46412e+13 1.24736e+14 1.07034e+14 9.78701e+13 2.77974e+14 1.77925e+14 9.29766e+13 1.9333e+14
threshold=64.015000000000015 63.855000000000011 37.924401400000008 43.687280500000007 22.500000000000004 37.290808600000013 67.00500000000001 37.682335600000009 55.988910100000005 55.93962770000001 37.425454150000007 7.5000000000000009 75.000000000000014 55.972700350000004 2.5000000000000004 5873.0000000000009 5062.5000000000009 83.010000000000005 2.5000000000000004 110.01500000000001 55.649510000000014 55.660117850000006 69.015000000000015 55.696737300000009 6.0000000000000009 55.667390500000003 37.318079750000003 37.442254400000003 55.710673100000008 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 8 9 15 -11 13 -13 17 -10 16 20 18 -12 -14 -7 -22 24 25 -23 27 -27 -24 29 -25
right_child=5 2 3 -5 -6 7 -8 -9 14 10 11 12 19 -15 -16 -17 -18 -19 -20 -21 21 22 23 28 -26 26 -28 -29 -30 -31
leaf_value=8.0060651468584734 -5773.1248978981466 7497.6685126147513 -6757.531035638428 1500.0788689209285 -168580.10424325982 -697.26457632638937 -602.0393056809005 -155.07190823709709 -40502.458370605447 -41324.98543183026 -75173.790677966099 -35566.154830966909 82577.292661536601 179510.60801630435 -4690.4779064730092 -31447.577316234594 46125.5960809752 -111749.20433682529 149130.19358108108 235675.74694010417 48661.134589154019 -14266.82682339669 -43315.284785373668 -56724.189900956146 6378.7213570149743 102511.28436640411 18496.022912105222 45828.403478908294 5069.4801942052518 14593.037135442921
leaf_weight=3093530 19731 9918 1000 31443 51 34131 130893 705575 950 374 59 89 653 23 1964 677 430 88 37 27 1161 4961 539 746 5085 461 2702 383 25348 775
leaf_count=3093530 19731 9918 1000 31443 51 34131 130893 705575 950 374 59 89 653 23 1964 677 430 88 37 27 1161 4961 539 746 5085 461 2702 383 25348 775
internal_value=0 41.7548 2503.39 979.007 -14610 -139.616 -1279.43 78.4661 2096.25 2779.41 27439 53789.1 74279.4 -22331.5 -16365.6 2349.3 2647.52 -47561.8 11276.7 88656.2 2402.47 4911.83 3672.97 6103.7 -3816.64 22384.2 30741.1 -6284.88 3628.51 -20385.7
internal_weight=0 3.13594e+06 42412 32494 1051 937862 150624 787238 81663 78749 1350 976 769 207 2914 77399 76722 184 96 680 76292 42161 41000 30954 10046 4085 3163 922 26869 1521
internal_count=4073804 3135942 42412 32494 1051 937862 150624 787238 81663 78749 1350 976 769 207 2914 77399 76722 184 96 680 76292 42161 41000 30954 10046 4085 3163 922 26869 1521
is_linear=0
shrinkage=0.1


Tree=1694
num_leaves=31
num_cat=0
split_feature=2 6 0 4 6 1 1 6 0 0 6 1 0 7 4 4 1 4 4 1 0 1 7 1 3 1 6 5 6 0
split_gain=2.4711e+12 1.53935e+13 3.44606e+13 5.10579e+13 7.2674e+13 6.00815e+13 1.45551e+14 6.456e+13 7.06271e+13 5.96897e+13 8.96456e+13 4.75875e+13 4.96627e+13 1.02902e+14 7.47726e+13 7.90511e+13 5.9434e+13 5.1111e+13 9.21145e+13 1.88835e+14 1.95929e+14 1.32984e+14 1.21848e+14 3.65612e+14 1.09718e+14 7.51914e+13 6.78779e+13 1.75307e+14 9.58027e+13 2.84382e+14
threshold=36.000000000000007 36.905000000000008 55.633951400000008 3.5000000000000004 39.025000000000013 37.543519500000009 37.503969450000007 54.010000000000012 55.806294650000005 55.910578700000009 69.605000000000004 37.780517050000007 55.622114900000007 6.0000000000000009 21.500000000000004 19.500000000000004 37.503969450000007 16.500000000000004 14.500000000000002 37.425454150000007 55.60524465000001 37.401708450000008 6.0000000000000009 37.475446350000006 11.500000000000002 37.488790500000007 71.030000000000015 2.5000000000000004 81.705000000000013 55.595177750000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -9 10 -7 12 17 -14 15 16 -15 18 -3 21 22 -20 -21 26 -25 -22 27 -24 -28 -30
right_child=-2 2 3 -5 5 9 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 25 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=1400.2525398746066 21.577767890685337 -1292.577216736323 -213816.89854910714 -1210.1614259406288 -152907.34794921876 10909.689868823902 -299726.03712499997 93886.653989361716 -96977.660937500012 138648.09224537035 -105075.11900890263 -79859.350173611121 21391.551666295127 -13132.292462920594 7653.4831564575961 -69051.903543198525 83303.57709159283 -3450.4372100470678 15456.125532171702 -11049.130129738785 -45897.444302905118 92940.987906015274 4001.2582533124937 31232.509077657429 72202.018398874905 -510.81759930370299 -39770.002721155543 173519.16281502019 -10756.4278090601 237057.53509615385
leaf_weight=45854 3783399 20913 21 179780 32 296 25 47 33 27 86 72 3625 1385 3651 255 67 21478 445 2007 898 441 3803 2246 922 615 844 62 423 52
leaf_count=45854 3783399 20913 21 179780 32 296 25 47 33 27 86 72 3625 1385 3651 255 67 21478 445 2007 898 441 3803 2246 922 615 844 62 423 52
internal_value=0 -281.115 -596.377 -1304.65 -31265.7 -24244.4 -81560.4 -32862.7 15155.1 -5045.71 -15202.1 1393.15 1484.37 8379.4 -424.086 -17700.7 -8682.43 361.271 2792.68 9489.25 6165.68 54023.6 11075.3 16391.8 43156.1 -27448.8 35.9016 6720.56 -19551.8 16372.7
internal_weight=0 290405 244551 180347 567 546 137 112 80 409 382 64204 64132 8983 5358 1707 1452 55149 33671 12758 11872 886 10359 8352 3168 1513 5184 3865 1319 475
internal_count=4073804 290405 244551 180347 567 546 137 112 80 409 382 64204 64132 8983 5358 1707 1452 55149 33671 12758 11872 886 10359 8352 3168 1513 5184 3865 1319 475
is_linear=0
shrinkage=0.1


Tree=1695
num_leaves=31
num_cat=0
split_feature=1 6 6 6 2 4 2 4 6 4 4 0 0 2 6 0 0 1 4 6 7 4 0 0 0 0 2 7 4 4
split_gain=2.21167e+12 9.82492e+12 1.25852e+13 1.63503e+13 1.6117e+13 1.17492e+13 1.0742e+13 1.64458e+13 1.05048e+13 1.00709e+13 1.34786e+13 9.76929e+12 9.5997e+12 2.92515e+13 1.02132e+13 9.3175e+12 1.94653e+13 1.65411e+13 2.53464e+13 1.86659e+13 1.71862e+13 1.7656e+13 1.33769e+13 2.48965e+13 2.50045e+13 1.12131e+13 3.07124e+13 5.07626e+13 2.35997e+13 2.32046e+13
threshold=91.292296250000007 37.995000000000012 41.990000000000002 45.005000000000003 3658.0000000000005 17.500000000000004 4046.5000000000005 15.500000000000002 15.450000000000001 21.500000000000004 19.500000000000004 56.105603650000006 51.768991500000006 9236.5000000000018 31.995000000000001 56.228352100000002 58.010305850000002 92.865667950000017 9.5000000000000018 99.050000000000011 6.0000000000000009 18.500000000000004 56.288960650000007 56.342669500000007 56.638205000000006 56.128722100000005 5325.0000000000009 6.0000000000000009 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=-1 5 4 9 -3 6 11 8 -8 10 -4 -2 13 14 -10 25 17 20 19 22 -17 -22 -19 -24 -25 -5 27 29 -29 -27
right_child=1 2 3 15 -6 -7 7 -9 12 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-14.019794809885685 74.727940671460743 15185.812075235468 -2466.3856923053791 1208.5968658848813 2683.1879128508713 -9799.8039057603601 15848.558418677547 -27933.215419006348 -23036.14981680275 12074.994914367933 -36097.336632486978 7673.2742871625642 -3660.8816523342971 24221.948820618414 2311.8137085115459 -60464.077441406254 2831.1001170608001 -14864.216749942178 -30477.320719849173 -55611.314030393834 38471.685360054347 -11106.927503773084 13401.996315326667 -50246.835393415182 -4273.2259136257062 28950.726588439942 21330.927075265616 72089.395531250004 3214.3508872908778 -29195.656885479602
leaf_weight=3931467 12065 1140 17227 73060 10789 1527 310 256 266 474 120 1968 11464 497 395 28 4344 950 454 73 207 110 833 126 1937 80 955 100 99 483
leaf_count=3931467 12065 1140 17227 73060 10789 1527 310 256 266 474 120 1968 11464 497 395 28 4344 950 454 73 207 110 833 126 1937 80 955 100 99 483
internal_value=0 387.238 805.205 444.636 3878.01 -1264.23 -785.414 -2834.57 -2337.72 -2306.07 -2699.03 1140.35 -2784.38 5892.8 -7888.73 1029.33 -1998.97 -6446.15 -8109.26 -5518.02 14634.4 21267.8 -4567.21 -1189.39 -7081.11 1396.32 9384.25 -5588.3 37824.9 -20933.3
internal_weight=0 142337 113589 101660 11929 28748 27221 13188 12932 17821 17347 14033 12622 1158 661 83839 9062 4718 4373 3919 345 317 3846 2896 2063 74777 1717 762 199 563
internal_count=4073804 142337 113589 101660 11929 28748 27221 13188 12932 17821 17347 14033 12622 1158 661 83839 9062 4718 4373 3919 345 317 3846 2896 2063 74777 1717 762 199 563
is_linear=0
shrinkage=0.1


Tree=1696
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 6 1 1 6 6 6 3 1 4 6 4 7 1 1 4 6 4 5 1 1 6 4 6 6
split_gain=2.20883e+12 2.66617e+13 7.69081e+13 1.41997e+14 4.46712e+13 4.27888e+13 4.71207e+13 3.74061e+13 1.18882e+14 5.46627e+13 4.40585e+13 3.85452e+13 5.08657e+13 3.73767e+13 3.58013e+13 3.22968e+13 4.87887e+13 3.28054e+13 3.1152e+13 2.01513e+14 9.13393e+13 3.01137e+13 2.94988e+13 2.77073e+13 2.72647e+13 2.57254e+13 2.50962e+13 2.2287e+13 2.56411e+13 2.22744e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 10.500000000000002 19.500000000000004 110.01500000000001 39.105193450000009 39.135518400000002 71.030000000000015 69.015000000000015 99.050000000000011 1.5000000000000002 37.702956500000006 2.5000000000000004 49.895000000000003 6.5000000000000009 6.0000000000000009 39.652459050000012 39.625203600000013 3.5000000000000004 49.895000000000003 8.5000000000000018 2.5000000000000004 38.927872750000006 44.064675150000006 49.010000000000012 5.5000000000000009 39.995000000000012 65.805000000000021
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 3 4 14 7 -7 10 9 -9 27 18 -13 -5 -2 -16 17 -17 19 -10 -21 -22 29 -12 -18 26 -20 -4 -29 -23
right_child=1 -3 5 13 -6 6 -8 8 11 -11 23 12 -14 -15 15 16 24 -19 25 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=186.56916998623876 -11832.989013671875 3.2040071671281276 -2293.6767411821343 7564.6613301595053 -15345.742290801121 13088.148896557588 158007.69959239132 14543.289190962183 -3735.5743634755027 60653.944140247469 -37261.904140458304 20217.505197010873 -87372.496060659876 -10108.524259469472 15305.828322279616 53442.884501358116 58873.389871023363 4257.329202095566 -2050.3172443337103 4686.6387731075292 99717.435889423083 99037.009072580651 293332.45390625001 -12993.041173328127 4894.2847324038512 5006.8050712440099 -13532.205883066354 -3742.2525483993327 -12780.353541991557 232424.25472470239
leaf_weight=549049 288 3476901 9523 1698 346 916 23 762 1336 388 703 69 121 4053 1819 995 111 157 3902 64 65 31 21 1422 596 2034 3717 5727 6946 21
leaf_count=549049 288 3476901 9523 1698 346 916 23 762 1336 388 703 69 121 4053 1819 995 111 157 3902 64 65 31 21 1422 596 2034 3717 5727 6946 21
internal_value=0 -29.0618 -2373.38 5395.48 19114.1 -4442.07 16637.8 -4979.19 -540.672 30100.6 -7266.07 -3636.84 -48300.3 -4890.46 22120.4 24779 34048.4 46739.6 -2878.55 10339.3 103429 149222 193302 -21021.8 13369.1 -4984.53 -7651.86 -5949.13 -8695.98 152905
internal_weight=0 3.52476e+06 47854 10063 4312 37791 939 36852 12531 1150 24321 11381 190 5751 3966 3678 1859 1152 11191 1538 202 138 73 2125 707 9653 7619 22196 12673 52
internal_count=4073804 3524755 47854 10063 4312 37791 939 36852 12531 1150 24321 11381 190 5751 3966 3678 1859 1152 11191 1538 202 138 73 2125 707 9653 7619 22196 12673 52
is_linear=0
shrinkage=0.1


Tree=1697
num_leaves=31
num_cat=0
split_feature=6 7 3 2 1 4 1 1 5 1 0 6 1 4 0 0 6 6 0 3 0 0 0 0 0 4 4 1 0 1
split_gain=2.2577e+12 1.64367e+13 2.46459e+13 2.83986e+13 3.96971e+13 4.65781e+13 3.07111e+13 3.72968e+13 3.9247e+13 3.67061e+13 3.32374e+13 4.00466e+13 2.92896e+13 2.81199e+13 4.2835e+13 4.05275e+13 5.08747e+13 3.38197e+13 3.17254e+13 3.81993e+13 2.77619e+13 2.63634e+13 2.82822e+13 6.1706e+13 5.89686e+13 5.01222e+13 5.28187e+13 4.31494e+13 4.44823e+13 4.21893e+13
threshold=88.00500000000001 6.0000000000000009 10.500000000000002 5972.5000000000009 82.968544750000021 18.500000000000004 39.231261550000006 39.178027400000005 1.5000000000000002 47.504912950000005 57.14107305000001 116.05000000000001 39.044653900000007 15.500000000000002 55.013931500000005 55.043091000000011 134.05000000000004 120.05000000000001 55.013931500000005 14.500000000000002 56.782540950000005 63.565651350000003 59.905532300000012 57.57007620000001 57.14107305000001 12.500000000000002 16.500000000000004 30.205407000000005 59.939085000000013 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 13 7 8 -4 -8 -11 -12 -10 14 -5 18 17 20 -15 -20 -17 22 23 24 -3 -26 -27 -24 29 -29
right_child=1 2 3 4 -6 -7 9 -9 12 10 11 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23 27 -25 25 26 -28 28 -30 -31
leaf_value=18.195822470783849 180.04435303869309 -3315.0276523631455 -110705.56260080646 -45797.718724244507 -19195.117279066391 6744.3418358235394 -20311.884348413983 44064.321604142104 3109.3076295022965 3237.1222407680525 -8615.9441372532365 -73249.388844888046 -28899.686106913799 53864.501418840402 42331.665422712053 -33050.822043897286 166261.33889266304 -99527.015468750003 81278.587916666671 231733.31782407407 47277.463558834548 -103834.12534555289 -37345.735746239625 -15751.967407160302 46344.791833958276 -58582.06130826271 22590.071683886723 27783.264273465065 -460.94080991564397 -18763.623218513258
leaf_weight=3844148 172915 29419 31 91 447 2785 1495 212 8354 2646 391 127 296 121 140 61 23 25 45 27 146 26 241 4030 449 118 250 1240 3274 231
leaf_count=3844148 172915 29419 31 91 447 2785 1495 212 8354 2646 391 127 296 121 140 61 23 25 45 27 146 26 241 4030 449 118 250 1240 3274 231
internal_value=0 -304.575 -1781.42 1344.22 8850.88 12470 -822.147 2623.48 1611.45 -7399.09 -1297.75 -24462.4 2013.97 35954.4 7614.03 50567.4 24401 10337.2 85139.6 137699 23605.8 -3171.08 -3104.41 -4128.34 -2579.08 23921.2 -3437.95 3932.49 6029.03 20473.7
internal_weight=0 229656 56741 17463 3911 3464 13552 8893 8681 4659 3164 518 8650 679 231 448 255 232 193 72 207 39278 39252 34266 30236 817 368 4986 4745 1471
internal_count=4073804 229656 56741 17463 3911 3464 13552 8893 8681 4659 3164 518 8650 679 231 448 255 232 193 72 207 39278 39252 34266 30236 817 368 4986 4745 1471
is_linear=0
shrinkage=0.1


Tree=1698
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 5 4 3 3 6 3 4 4 5 6 4 7 4 1 0 4 6 6 1 1 1 4 4
split_gain=2.18991e+12 2.28287e+13 5.28321e+13 6.14153e+13 5.41617e+13 3.76122e+13 3.21114e+13 6.66142e+13 4.58085e+13 4.73625e+13 5.07763e+13 5.0402e+13 6.7936e+13 3.72959e+13 6.28786e+13 3.7275e+13 3.03827e+13 3.3629e+13 3.95026e+13 3.42933e+13 2.93339e+13 5.32186e+13 2.74858e+13 3.44843e+13 2.51987e+13 2.35247e+13 2.32895e+13 8.20055e+13 9.10162e+13 9.04406e+13
threshold=47.234875100000004 47.222459950000008 39.689978950000004 7.5000000000000009 39.763755750000009 39.718675700000013 89.00500000000001 2.5000000000000004 21.500000000000004 16.500000000000004 15.500000000000002 108.05000000000001 10.500000000000002 19.500000000000004 11.500000000000002 3.5000000000000004 88.825000000000003 20.500000000000004 6.0000000000000009 9.5000000000000018 39.735861600000007 47.22829500000001 24.500000000000004 70.50500000000001 87.395000000000024 39.723160900000003 39.718675700000013 39.723160900000003 20.500000000000004 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 26 16 -4 5 22 24 25 9 10 11 12 15 14 -13 -9 17 18 -3 -20 21 -16 -5 -24 -7 -8 -1 28 29 -28
right_child=-2 2 3 4 -6 6 7 8 -10 -11 -12 13 -14 -15 20 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=402.24168792871274 -32.820407250329552 2399.2430999880612 -2808.7104031710014 10009.036775477336 -553.80444348611195 17188.237977518871 74981.753835227268 64353.156608972597 -35897.571866221915 -106719.00401785714 195172.21014237838 51746.287335356406 182140.76738918142 108769.79252232144 82334.514665178576 -56999.909460870156 -33645.633503345452 -22522.613886395407 32417.493667709248 -18816.695864913072 -116546.41677827382 -71030.102661132812 -3018.8484036724385 -74360.425538300304 -74802.285221354163 214286.8895326968 -1555.8827616074068 -358.17525308806165 9548.9470119406651 -20985.184383932006
leaf_weight=474393 3393752 9147 5416 4298 3636 4020 22 199 89 21 22 121 46 35 35 29 303 718 143 1512 42 64 390 82 30 27 4074 163132 2190 5816
leaf_count=474393 3393752 9147 5416 4298 3636 4020 22 199 89 21 22 121 46 35 35 29 303 718 143 1512 42 64 390 82 30 27 4074 163132 2190 5816
internal_value=0 163.788 2840.01 6158.99 9836.23 13783 20030.5 39008 31150.3 40868.9 46095.5 40351.7 71283.8 11815.1 -1136.9 48917.9 -2388.15 -1566.02 -173.048 -14389.8 -46518.9 -16810.3 7493.49 -15412.9 16506.8 151742 38.3533 -946.888 -8897.05 -12981.6
internal_weight=0 680052 30447 18624 13208 9572 4802 752 703 614 593 571 274 297 262 228 11823 11520 10802 1655 141 99 4770 472 4050 49 649605 175212 12080 9890
internal_count=4073804 680052 30447 18624 13208 9572 4802 752 703 614 593 571 274 297 262 228 11823 11520 10802 1655 141 99 4770 472 4050 49 649605 175212 12080 9890
is_linear=0
shrinkage=0.1


Tree=1699
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 6 6 6 6 4 0 1 1 1 1 4 6 6 1 6 4 5 6 5 4 1 3 0 6 7
split_gain=2.35821e+12 2.83067e+13 4.07228e+13 3.52745e+13 3.82133e+13 2.97769e+13 2.17838e+13 3.6513e+13 2.15458e+13 2.58892e+13 2.05816e+13 6.90148e+13 2.6642e+14 1.00024e+14 9.61722e+13 8.3439e+13 7.57643e+13 7.17332e+13 6.53132e+13 7.66162e+13 7.79698e+13 8.21229e+13 7.43315e+13 6.78776e+13 6.70092e+13 6.21968e+13 6.08991e+13 5.94177e+13 5.58713e+13 1.19829e+14
threshold=44.046956350000009 39.178027400000005 39.366401150000009 69.605000000000004 120.05000000000001 26.495000000000001 102.04000000000001 97.020000000000024 64.805000000000021 10.500000000000002 44.601833250000006 38.430814800000007 41.966773150000002 39.105193450000009 33.882313700000005 4.5000000000000009 79.710000000000022 67.00500000000001 38.066230450000006 45.305000000000007 7.5000000000000009 3.5000000000000004 95.045000000000016 4.5000000000000009 6.5000000000000009 38.999037500000007 1.5000000000000002 44.249882500000005 134.05000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 11 14 13 15 -2 16 -13 -17 19 -16 21 -21 24 28 -20 -18 -22 -14 29 -24
right_child=10 2 -4 4 -6 8 -8 -9 -10 -11 -12 12 27 -15 18 17 25 -19 22 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-45310.957383987778 -23139.012737843201 -31734.347345430109 273.08280011707478 -28433.984000651046 103586.982625 31123.7631752792 -123413.02442336311 112268.29936523439 74048.221501736116 -4712.6620425675274 7.7299386753541626 302.1211324764414 3060.6502568096184 -43606.901189616772 -5044.1772483721334 -17089.969451917299 221635.47628309461 -59719.121860143787 7094.4365899405748 14501.194708800844 -36731.715290016349 -125286.41007449129 9610.0436210558255 -135732.49367559524 -10880.002016055936 43995.453504922945 50722.973906129526 -43407.434734587972 128086.02396190069 182606.09533797554
leaf_weight=135 1322 93 110328 237 25 922 21 20 90 258 3929793 919 11367 1835 1316 2465 27 470 4110 1857 86 43 309 21 4187 73 1074 282 73 46
leaf_count=135 1322 93 110328 237 25 922 21 20 90 258 3929793 919 11367 1835 1316 2465 27 470 4110 1857 86 43 309 21 4187 73 1074 282 73 46
internal_value=0 452.243 507.406 16025.1 -14836.6 22885.8 -25486.2 -17484.4 26885.5 23288.3 -12.8 -2543.33 -6777.75 -24311.6 2568.81 -15356.9 9296.84 -23916.4 5158.79 15132.7 23810.1 11337.6 168.402 39798 -1976.19 91958.3 44239.3 1935.75 48410.4 32026.4
internal_weight=0 112129 111994 1666 303 1363 278 257 1270 1180 3.96168e+06 31882 17438 5789 14444 3954 1019 2935 13122 4376 3060 1900 8746 449 8297 100 1160 11649 428 355
internal_count=4073804 112129 111994 1666 303 1363 278 257 1270 1180 3961675 31882 17438 5789 14444 3954 1019 2935 13122 4376 3060 1900 8746 449 8297 100 1160 11649 428 355
is_linear=0
shrinkage=0.1


Tree=1700
num_leaves=31
num_cat=0
split_feature=4 5 6 2 6 6 0 6 0 1 6 1 1 2 2 0 5 6 1 6 1 6 1 0 0 6 5 0 0 0
split_gain=2.2599e+12 5.67008e+12 9.38088e+12 1.14321e+13 9.79651e+12 1.13017e+13 1.04014e+13 1.17842e+13 8.86128e+12 9.91285e+12 2.56286e+13 7.86735e+12 7.36289e+12 1.0014e+13 9.84015e+12 1.73554e+13 1.58589e+13 1.2877e+13 1.20171e+13 1.13381e+13 1.13023e+13 1.78449e+13 1.68371e+13 3.92271e+13 1.30507e+13 1.19249e+13 1.5748e+13 1.15133e+13 2.89704e+13 1.56831e+13
threshold=2.5000000000000004 1.5000000000000002 31.410000000000004 75.000000000000014 75.605000000000004 44.410000000000004 57.100506200000005 50.010000000000012 56.228352100000002 39.939672500000007 59.815000000000005 37.543519500000009 38.247071200000008 915.50000000000011 6426.0000000000009 44.878071950000013 3.5000000000000004 49.485000000000007 37.425454150000007 64.805000000000021 37.488790500000007 189.00000000000003 37.425454150000007 55.883833400000007 56.685611200000004 142.05000000000004 4.5000000000000009 55.910578700000009 55.876067900000002 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 10 -7 -4 14 -14 15 16 18 -17 19 -3 21 22 25 -24 27 26 -19 28 29 -22
right_child=-2 12 3 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 17 -18 20 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=971.45736827971223 -12.532553837334522 8629.7819296875005 4672.2446331521742 -2262.2548639672982 24159.56181714607 -16299.751524018078 -29340.024841385854 15712.799326662385 -44509.25215739679 -3670.423533318015 -96777.046475694457 86517.504622395849 6687.6968458241099 971.90857510894102 4967.2149449648641 -280.21956317798828 57287.458333333343 -4326.2478728522956 3849.4770346494656 105917.43284646739 -16216.318733234068 -85905.25600961539 2542.0717388800858 130427.07362966231 -67929.656825717655 48302.818266369053 -63395.092680027177 3232.1234892375728 -110222.96083984376 33981.000865384616
leaf_weight=14004 3961637 25 23 11551 132 328 79 219 109 425 45 24 3206 69783 2011 4602 66 2399 870 23 1466 26 106 31 43 42 46 386 32 65
leaf_count=14004 3961637 25 23 11551 132 328 79 219 109 425 45 24 3206 69783 2011 4602 66 2399 870 23 1466 26 106 31 43 42 46 386 32 65
internal_value=0 442.638 -821.989 -2763.65 -2943.18 -3223.64 -12439.4 3769.27 -17764.9 -14111.8 -26008.8 46465.6 842.364 1222.97 -1427.44 -2684.74 9940.92 -4028.71 6536.92 55246.8 -7744.9 -3466.78 -2649.93 31479.6 -13436.2 -4530.01 -5437.56 -12233.9 -16053.4 -14085.1
internal_weight=0 112167 26939 12935 12888 12756 1205 298 907 798 373 47 85228 72989 12239 10228 984 9244 918 48 4642 2650 2624 137 1992 2487 2445 1949 1563 1531
internal_count=4073804 112167 26939 12935 12888 12756 1205 298 907 798 373 47 85228 72989 12239 10228 984 9244 918 48 4642 2650 2624 137 1992 2487 2445 1949 1563 1531
is_linear=0
shrinkage=0.1


Tree=1701
num_leaves=31
num_cat=0
split_feature=6 6 0 3 2 3 1 6 3 6 4 0 7 3 4 4 1 1 6 6 1 0 6 6 2 4 4 1 1 6
split_gain=2.19959e+12 2.07843e+13 1.32449e+13 4.32652e+13 5.77165e+13 2.90873e+13 3.53189e+13 3.25079e+13 2.41286e+13 2.23747e+13 2.2504e+13 3.08893e+13 2.17012e+13 1.86063e+13 1.83793e+13 5.62348e+13 3.39248e+13 1.8214e+13 2.22159e+13 2.04976e+13 1.73818e+13 2.61954e+13 2.08848e+13 1.69323e+13 1.56498e+13 2.00876e+13 1.54166e+13 3.31198e+13 1.89884e+13 1.59594e+13
threshold=33.57500000000001 32.515000000000008 44.046956350000009 2.5000000000000004 2892.5000000000005 7.5000000000000009 39.939672500000007 21.020000000000003 18.500000000000004 29.015000000000004 3.5000000000000004 43.550475500000012 6.0000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 40.024897700000004 39.749243900000003 31.005000000000006 31.410000000000004 39.908802000000009 43.550475500000012 31.005000000000006 28.005000000000006 2892.5000000000005 1.5000000000000002 5.5000000000000009 39.908802000000009 39.703507450000011 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 3 14 5 9 7 -7 -9 -5 11 -11 13 -12 15 24 20 19 -19 -14 21 -17 -22 -16 25 -1 -15 28 -28 -29
right_child=-2 -3 -4 4 -6 6 -8 8 -10 10 12 -13 17 26 23 16 -18 18 -20 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-17920.095793269462 -26.527600472337543 1625.6494570270168 -214.33076923436298 3662.2535589134568 -5863.2830946965569 109100.62658743351 148073.62463942307 18751.385482273992 130540.18546875002 123503.57133477394 6991.4217357874577 11644.579097806491 -23617.638546875001 37547.322373337971 -8056.7825666745957 25127.54166191187 15114.366463364111 -991.84512117346935 -98884.197955044845 56340.391106305811 -65086.346198527019 -33409.753903029326 26177.403404017859 5998.9119011177881 989.14180238149174 55540.177370586833 41670.083844401044 14776.978620426829 -10449.748410979933 94216.33669803504
leaf_weight=52 3604074 84322 373043 2054 2028 47 26 558 20 47 734 52 75 650 1402 89 165 49 44 56 240 542 28 2205 561 131 90 41 313 66
leaf_count=52 3604074 84322 373043 2054 2028 47 26 558 20 47 734 52 75 650 1402 89 165 49 44 56 240 542 28 2205 561 131 90 41 313 66
internal_value=0 203.537 -107.602 3112.33 8333.64 14183.2 33873.6 29122.9 22619.5 11181.9 18148.6 64749.4 15970.4 19451.5 -3589.07 -11817.9 -26565.4 -13463.2 -47306.5 10562.9 -34215.2 -25153.3 -55551.3 535.623 9272.62 34666.2 27335.7 14320.9 1189.92 63777
internal_weight=0 469730 385408 12365 6950 4922 651 625 578 4271 2217 99 2118 1894 5415 1808 1064 224 93 131 899 631 268 3607 744 183 1160 510 403 107
internal_count=4073804 469730 385408 12365 6950 4922 651 625 578 4271 2217 99 2118 1894 5415 1808 1064 224 93 131 899 631 268 3607 744 183 1160 510 403 107
is_linear=0
shrinkage=0.1


Tree=1702
num_leaves=31
num_cat=0
split_feature=6 3 5 2 1 2 1 6 7 4 1 6 4 5 1 0 4 1 6 2 4 7 4 0 1 0 1 6 0 6
split_gain=2.14678e+12 1.31625e+13 2.24028e+13 1.85465e+13 1.23001e+13 1.00923e+13 3.05724e+13 1.98365e+13 1.80323e+13 3.79464e+13 1.64098e+13 1.30316e+13 1.24151e+13 1.28772e+13 1.69469e+13 1.07221e+13 1.35256e+13 1.06425e+13 1.28102e+13 1.07171e+13 1.61388e+13 2.28733e+13 1.335e+13 1.23164e+13 1.05507e+13 1.25849e+13 9.88416e+12 9.83342e+12 1.36166e+13 9.44853e+12
threshold=27.215000000000003 1.5000000000000002 4.5000000000000009 75.000000000000014 37.600779750000008 915.50000000000011 38.109452700000006 21.020000000000003 6.0000000000000009 16.500000000000004 38.247071200000008 24.030000000000005 3.5000000000000004 1.5000000000000002 37.600779750000008 56.067362750000008 9.5000000000000018 37.475446350000006 26.495000000000001 75.000000000000014 16.500000000000004 6.0000000000000009 30.500000000000004 55.812023600000011 37.401708450000008 55.60524465000001 37.534144550000008 24.030000000000005 55.579943700000008 22.940000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 15 10 11 -10 -9 17 -15 -8 -17 24 -19 20 21 23 -22 -20 -14 27 -3 28 -26 -6
right_child=-2 5 -4 -5 29 -7 8 12 9 -11 -12 -13 13 14 -16 16 -18 18 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-32045.647715804822 -10.611028452833995 2452.1854718575464 -91626.752587890631 -1326.6021714081235 -15458.189096266713 508.06110855930979 18718.944761792704 -22898.969265334672 79327.546570121951 -63594.182173295463 29438.106126644736 174731.38892045454 5529.2780276749963 1858.3246754365809 -112397.14015066964 3483.5551332379337 -80031.975683593759 1682.2705089583524 52044.384250515111 2097.8845281299018 1463.2397713698911 135667.24321986607 84061.032741477276 -27202.061937500002 4478.0367074395308 33263.63167413621 -6701.0376664571995 -3239.8490597021846 46643.635610532408 24647.341675687127
leaf_weight=334 3988583 2065 28 13699 201 58544 893 148 41 22 38 22 995 34 21 101 24 3568 91 259 177 28 22 25 177 420 2752 274 135 83
leaf_count=334 3988583 2065 28 13699 201 58544 893 148 41 22 38 22 995 34 21 101 24 3568 91 259 177 28 22 25 177 420 2752 274 135 83
internal_value=0 496.626 -2265.83 -2091.06 -19036.6 1055.73 3655.72 2065.87 19249.1 55415.4 81338.3 112643 5725.86 6406.31 -41766.5 14879.3 -12551.4 6835.66 3958.92 17452.4 29046.7 54546.3 10594.7 34965.4 12830.7 20052.2 -2777.14 10583.3 22722.8 -3737.21
internal_weight=0 85221 14345 14317 618 70876 12332 11191 1141 123 101 63 6374 6226 55 1018 125 6171 4170 602 343 144 199 116 2001 1006 4817 586 312 284
internal_count=4073804 85221 14345 14317 618 70876 12332 11191 1141 123 101 63 6374 6226 55 1018 125 6171 4170 602 343 144 199 116 2001 1006 4817 586 312 284
is_linear=0
shrinkage=0.1


Tree=1703
num_leaves=31
num_cat=0
split_feature=4 6 5 0 0 2 0 1 1 0 1 6 0 1 3 0 0 1 1 3 1 6 6 6 4 1 3 1 1 6
split_gain=2.14424e+12 1.78764e+13 4.70085e+13 6.36646e+13 7.26866e+13 1.14373e+14 6.02897e+13 6.21303e+13 7.3886e+13 6.07157e+13 1.04766e+14 1.34268e+14 9.43961e+13 9.11792e+13 7.69626e+13 1.01179e+14 1.1015e+14 7.60227e+13 5.99323e+13 5.69396e+13 5.65303e+13 5.64929e+13 7.34491e+13 5.52767e+13 5.34382e+13 9.39082e+13 8.83094e+13 5.52934e+13 1.71663e+14 1.48224e+14
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 45.07004340000001 55.721784200000009 75.000000000000014 55.759969450000007 37.897576350000001 37.843405600000004 56.288960650000007 37.475446350000006 103.03500000000001 56.850115550000005 49.030112300000006 4.5000000000000009 56.838524800000009 56.324067350000007 37.374856000000008 49.147669400000005 7.5000000000000009 37.131181300000009 128.05000000000004 83.010000000000005 99.050000000000011 27.500000000000004 37.503969450000007 18.500000000000004 37.586700500000006 37.618684050000006 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 7 8 -7 10 11 17 14 21 -11 16 -16 20 -9 -19 -8 22 -12 -17 27 26 -26 -6 29 -29
right_child=1 2 -4 4 5 6 9 18 -10 12 13 -13 -14 -15 15 23 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=56.141826650859429 62.585815147579211 2697.2264234538679 -231.28174314684509 -11158.429112720765 57481.644226352233 -61140.294689520473 79506.418018846394 -72089.691776041669 115637.22600517274 -17532.414985822645 -28550.05405084158 -194031.04174107144 -6684.918425657529 -4589.6404148350721 58937.176634552648 90022.80267614295 2588.1725375472629 -4324.9531494140629 33802.38650689894 106889.87424018675 -16259.227276749596 116070.66002038046 -74801.767250645949 -48978.081250000003 -295727.63381231402 17488.971080258019 -40205.780540707237 48516.058467741939 28615.756112634132 -229798.23796875004
leaf_weight=2547999 1262436 11442 217705 14929 483 29 77 75 128 653 1206 28 10354 1318 431 270 1778 64 186 164 309 23 480 32 21 152 38 31 913 50
leaf_count=2547999 1262436 11442 217705 14929 483 29 77 75 128 653 1206 28 10354 1318 431 270 1778 64 186 164 309 23 480 32 21 152 38 31 913 50
internal_value=0 -93.7533 -843.151 -3760.26 -5919.3 -1865.25 -4249.38 33275.2 82984.1 -5162 -16570.6 20121.8 -2065.52 -24352.7 13051.2 21004.6 13582.5 29887.7 3373.63 75671.7 2844.28 -39594.3 -41717.8 75294.2 23000.1 -24074.8 -131154 29725.1 16237.7 -123283
internal_weight=0 1.5258e+06 263369 45664 34222 19293 17605 418 157 17187 3669 642 13518 3027 3164 2511 2209 614 261 228 386 1709 1686 302 1688 211 59 1477 994 81
internal_count=4073804 1525805 263369 45664 34222 19293 17605 418 157 17187 3669 642 13518 3027 3164 2511 2209 614 261 228 386 1709 1686 302 1688 211 59 1477 994 81
is_linear=0
shrinkage=0.1


Tree=1704
num_leaves=31
num_cat=0
split_feature=2 6 6 4 1 7 1 6 0 4 6 7 1 0 4 1 0 1 3 1 0 4 1 6 4 5 3 0 1 3
split_gain=2.15886e+12 1.19456e+13 3.38304e+13 4.20779e+13 4.10781e+13 3.98528e+13 5.27435e+13 4.12053e+13 4.2484e+13 4.40182e+13 3.11019e+13 5.01131e+13 9.05035e+13 9.23194e+13 1.2635e+14 1.52652e+14 2.11856e+14 6.25703e+14 1.8676e+14 2.11907e+14 1.20028e+14 1.07144e+14 1.06694e+14 1.86064e+14 1.40272e+14 1.23406e+14 1.10883e+14 1.01063e+14 1.07231e+14 9.9971e+13
threshold=36.000000000000007 36.905000000000008 34.905000000000008 3.5000000000000004 37.682335600000009 6.0000000000000009 37.729575300000008 34.605000000000011 55.702806750000008 6.5000000000000009 50.995000000000012 6.0000000000000009 37.374856000000008 55.710673100000008 17.500000000000004 37.534144550000008 55.791814000000009 37.618684050000006 13.500000000000002 37.586700500000006 55.728148450000006 4.5000000000000009 37.600779750000008 39.355000000000011 12.500000000000002 1.5000000000000002 3.5000000000000004 55.866549750000011 37.71815560000001 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 -5 7 8 -7 -10 11 12 -3 -14 15 -15 17 18 19 20 -17 -18 24 -24 -21 26 -25 28 -23 -22
right_child=-2 10 -4 5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 16 21 -19 -20 22 29 27 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-30026.50742318308 20.1684818156441 9205.6417884202237 4876.8927974985845 2453.8917455438841 -174136.55443892046 -516.1555053643732 11825.369447644955 -39329.713357306842 127000.41846590908 -14826.964512870985 345.23860547980166 822.06916670584314 -9976.346964941893 -16373.72351842587 15897.729118091131 144812.03904474431 -132432.30438616071 -1472.215956917584 -169208.1082948627 145701.10397066158 7331.2933125102445 -26785.618310717677 -73772.611750252021 411879.45706521743 409763.25738636364 75905.027274666252 144839.50877685548 5551.0642609640754 673.6328721349073 70980.51750488281
leaf_weight=196 3783399 4814 16294 17993 22 5222 1582 399 22 4124 151253 37957 22180 7055 3689 110 70 6449 33 235 572 3645 62 23 22 182 48 3386 2332 434
leaf_count=196 3783399 4814 16294 17993 22 5222 1582 399 22 4124 151253 37957 22180 7055 3689 110 70 6449 33 235 572 3645 62 23 22 182 48 3386 2332 434
internal_value=0 -262.755 1218.39 -798.238 -44569.7 -473.032 -5113.45 -7857.1 -6516.63 -14074.4 -540.475 -1976.38 -3895.76 -5144.01 -1362.96 -3945.27 1035.85 12823.9 66394.8 71000.7 45634.7 -9173.86 120491 81480.4 168306 119527 231345 -8252.35 -16072.1 34790.3
internal_weight=0 290405 45854 29560 218 29342 11349 9767 9368 4146 244551 93298 55341 50527 28347 24658 17603 8170 1721 1688 1116 9433 572 315 257 253 71 9363 5977 1006
internal_count=4073804 290405 45854 29560 218 29342 11349 9767 9368 4146 244551 93298 55341 50527 28347 24658 17603 8170 1721 1688 1116 9433 572 315 257 253 71 9363 5977 1006
is_linear=0
shrinkage=0.1


Tree=1705
num_leaves=31
num_cat=0
split_feature=4 0 1 4 6 3 5 0 1 6 6 1 4 7 6 0 6 6 6 6 4 4 7 7 6 3 6 1 7 6
split_gain=2.17491e+12 1.18458e+13 2.49639e+13 2.1283e+13 2.09241e+13 7.27746e+13 3.08077e+13 5.82353e+13 4.31751e+13 2.24529e+13 3.03752e+13 4.76787e+13 2.65241e+13 2.57404e+13 3.79342e+13 2.40658e+13 2.19457e+13 3.57705e+13 1.95017e+13 2.51481e+13 1.89344e+13 1.89116e+13 1.66838e+13 1.63077e+13 3.00842e+13 1.98811e+13 1.84468e+13 1.58545e+13 2.28268e+13 1.5231e+13
threshold=19.500000000000004 60.042359000000012 30.260128500000004 20.500000000000004 84.00500000000001 14.500000000000002 1.5000000000000002 60.064438250000002 30.452677500000004 58.305000000000007 67.91500000000002 30.345769800000003 21.500000000000004 6.0000000000000009 62.375000000000007 60.05226170000001 51.015000000000008 54.010000000000012 122.65000000000002 116.05000000000001 22.500000000000004 21.500000000000004 6.0000000000000009 6.0000000000000009 102.04000000000001 18.500000000000004 114.05000000000001 30.438492500000006 6.0000000000000009 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 16 8 9 -8 11 13 15 -11 -15 22 -4 -18 19 -6 -14 -13 -12 24 25 -7 -26 28 -23 -9
right_child=1 2 4 -5 5 23 7 29 -10 10 12 21 20 14 -16 -17 17 -19 -20 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=26.52838579806097 -301.16686066065415 -75316.890465856486 1412.5283239549562 -10400.369349756485 7845.5481874195357 -27096.639800941783 10751.862171810222 -830.71638363192767 -47059.858360245213 128930.25318386132 -51117.826041666674 -43779.853116861981 -48500.425808057596 -36371.631066176473 83625.666318609787 115894.85711263021 -88976.403218529944 4850.1056851356907 51762.015488729674 -79412.970830939812 13974.439479421082 -32512.026840572038 64322.748588709677 -17698.518771623425 32172.192011398569 -91790.467954388791 -44680.784942626953 89349.905214389539 33188.331532868033 -37156.711604083954
leaf_weight=3599339 456221 54 9014 780 1156 73 1704 2141 101 73 21 36 51 34 117 48 71 95 98 34 994 59 31 523 61 136 64 43 510 122
leaf_count=3599339 456221 54 9014 780 1156 73 1704 2141 101 73 21 36 51 34 117 48 71 95 98 34 994 59 31 523 61 136 64 43 510 122
internal_value=0 -201.247 2297.41 -14603.6 3107.03 -6141.19 4406.57 9924.45 17452.1 19203.2 26343 40405.1 15633.7 80176.2 56606.4 64834.8 749.016 -35280.5 8883.61 5352.45 10925.4 26657.1 17702.5 -28722.2 -45983.9 -69194.1 -7176.53 30800.5 26375.8 -2789.08
internal_weight=0 474465 18244 834 17410 2145 15265 6085 3822 3721 2017 872 1145 224 151 100 9180 166 1288 1190 1045 648 52 857 334 209 125 612 569 2263
internal_count=4073804 474465 18244 834 17410 2145 15265 6085 3822 3721 2017 872 1145 224 151 100 9180 166 1288 1190 1045 648 52 857 334 209 125 612 569 2263
is_linear=0
shrinkage=0.1


Tree=1706
num_leaves=31
num_cat=0
split_feature=4 0 4 0 7 0 0 0 0 1 2 4 1 2 4 0 1 4 2 1 1 2 2 1 0 0 1 1 6 6
split_gain=2.25417e+12 1.22599e+13 4.15223e+13 8.51119e+13 6.15944e+13 1.36494e+14 9.94189e+13 2.23088e+14 2.12239e+14 2.4716e+14 8.74525e+13 8.41468e+13 8.28074e+13 8.75218e+13 6.70942e+13 1.08529e+14 7.08674e+13 1.22439e+14 7.69693e+13 7.19297e+13 6.78202e+13 6.15666e+13 5.98629e+13 6.80595e+13 1.05157e+14 1.66674e+14 1.99336e+14 1.00632e+14 1.3211e+14 1.47032e+14
threshold=9.5000000000000018 55.81943720000001 5.5000000000000009 55.858844800000007 6.0000000000000009 59.982409200000006 55.866549750000011 55.988910100000005 56.006509350000009 92.90968070000001 4395.5000000000009 8.5000000000000018 59.999510900000011 2970.5000000000005 8.5000000000000018 59.990753350000013 30.242318500000007 7.5000000000000009 3338.0000000000005 30.226173900000003 30.330566300000005 2911.0000000000005 2599.0000000000005 30.330566300000005 59.933037250000005 59.939085000000013 30.362494150000003 30.277905650000005 67.91500000000002 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 -1 -3 -4 12 6 -6 -8 9 11 14 -9 13 21 16 20 19 18 -18 -7 -16 -5 -10 27 -25 26 -26 -24 29 -29
right_child=-2 2 3 4 5 10 7 8 22 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=114.63618796240931 69.286945056168207 224.63597466920578 -8754.8478396940227 -190.49274413042303 31334.901139300102 -43288.478108641342 -30607.03807641027 93954.728352378734 16111.164931977728 -3842.12021461629 -5857.8010344767645 246752.86594551281 -3174.9169399186367 4659.879807786223 -87256.295673076937 -38085.694708762203 -84041.1329729797 -129425.33390221403 18529.320621507184 93227.522762044275 91436.86489594559 -16429.6261687121 -7165.1470228072576 -4623.6497834285392 -295685.61752450978 -21747.225695081357 -45612.298727022062 14817.829762175614 31488.337969615663 -32770.585449624807
leaf_weight=1194793 2181312 414549 14702 110561 827 197 2847 67 1692 161 1236 78 69810 45534 26 628 157 271 137 48 116 2385 4510 20761 51 1052 85 1997 2252 962
leaf_count=1194793 2181312 414549 14702 110561 827 197 2847 67 1692 161 1236 78 69810 45534 26 628 157 271 137 48 116 2385 4510 20761 51 1052 85 1997 2252 962
internal_value=0 -79.8611 -412.933 -1346.37 -940.636 -4552.22 -2951.23 -3727.75 -1454.81 81448.1 -25782.4 176150 -305.33 958.716 -41368.9 -20233.5 -61460.6 -80938.4 -36244.7 -16542.5 58718.4 -533.403 -2215.21 -3194.31 -6279.41 -35214.7 -139390 3771.51 13236.9 -653.632
internal_weight=0 1.89249e+06 697699 283150 268448 40158 37342 36515 33668 306 2816 145 228290 158480 1580 770 810 565 294 245 142 112946 33362 31670 21949 1188 136 9721 5211 2959
internal_count=4073804 1892492 697699 283150 268448 40158 37342 36515 33668 306 2816 145 228290 158480 1580 770 810 565 294 245 142 112946 33362 31670 21949 1188 136 9721 5211 2959
is_linear=0
shrinkage=0.1


Tree=1707
num_leaves=31
num_cat=0
split_feature=2 6 3 7 1 1 1 0 6 0 3 6 4 0 3 6 0 0 3 6 6 6 2 4 0 6 0 4 5 4
split_gain=2.38486e+12 1.63511e+13 5.85029e+13 5.0962e+13 5.72879e+13 4.54995e+13 4.7815e+13 9.44535e+13 5.62376e+13 4.9029e+13 5.53734e+13 6.71224e+13 5.16997e+13 5.58795e+13 4.56859e+13 4.39515e+13 4.29494e+13 7.79236e+13 5.86484e+13 4.35202e+13 4.25674e+13 4.14047e+13 5.66295e+13 5.02766e+13 5.93885e+13 4.13338e+13 6.61838e+13 7.43547e+13 5.2e+13 5.10393e+13
threshold=451.00000000000006 58.305000000000007 13.500000000000002 6.0000000000000009 37.702956500000006 37.401708450000008 37.475446350000006 55.721784200000009 75.605000000000004 55.897267000000006 24.500000000000004 69.605000000000004 24.500000000000004 55.866549750000011 17.500000000000004 58.045000000000009 55.834019500000004 55.82518790000001 20.500000000000004 71.715000000000018 77.565000000000012 78.010000000000005 75.000000000000014 23.500000000000004 55.710673100000008 64.405000000000015 56.342669500000007 14.500000000000002 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 15 25 5 -5 16 7 8 -7 10 11 12 13 14 -9 -1 17 21 19 -19 -12 22 23 24 -4 -3 28 -28 -27 -29
right_child=-2 2 3 4 -6 6 -8 9 -10 -11 20 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-100.59622117612646 -34.167395778429416 3836.2206679819292 -47774.217605992366 4180.0882089193046 -5810.8518515729811 -43457.433102116564 -5402.3872322929274 69744.320145089281 14705.079500214044 -7092.2676605429433 31678.527689302889 67190.605235329946 69539.039394042964 -74124.16382867872 -56040.972336647734 -12862.49779499033 -27298.645627688071 142233.54246419269 213833.95275 -25856.875872093024 -147591.6741898148 3263.7176124966873 -6429.2751031932885 6823.6349194978411 -165834.48472303027 -29847.170371599219 -8311.6819952959941 -70370.270611350323 1056.0924041033211 60063.974668560608
leaf_weight=447569 3396489 59405 456 16504 8799 386 14164 84 292 298 26 542 100 97 44 2715 1695 24 25 43 27 1297 1099 152 47 547 1576 330 118939 33
leaf_count=447569 3396489 59405 456 16504 8799 386 14164 84 292 298 26 542 100 97 44 2715 1695 24 25 43 27 1297 1099 152 47 547 1576 330 118939 33
internal_value=0 171.337 863.295 -2312.52 705.785 -5967.05 -3406.04 11507.6 -18408.1 28160.1 39578.9 45644.6 9712.55 -16877 26505.6 -177.544 -14468.5 -7549.22 83126.2 34354.6 -59647.8 -10283.4 -20300.9 -43575.7 -58805.7 1674.7 617.211 -17709.8 914.619 -58512.6
internal_weight=0 677315 227031 46201 25303 20898 16060 1896 678 1218 920 867 325 225 128 450284 4838 3143 92 67 53 3051 1754 655 503 180830 121425 1939 119486 363
internal_count=4073804 677315 227031 46201 25303 20898 16060 1896 678 1218 920 867 325 225 128 450284 4838 3143 92 67 53 3051 1754 655 503 180830 121425 1939 119486 363
is_linear=0
shrinkage=0.1


Tree=1708
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 4 0 6 4 4 0 4 3 0 4 0 6 1 5 4 3 6 6 3 6 6 3 6 4 5
split_gain=2.14824e+12 3.21053e+13 6.34261e+13 7.51741e+13 6.06486e+13 1.33998e+14 4.54384e+13 4.39906e+13 5.40653e+13 7.59419e+13 4.15144e+13 6.77876e+13 4.85498e+13 4.44567e+13 4.04518e+13 4.1226e+13 7.19782e+13 8.31778e+13 1.03185e+14 9.93399e+13 1.22472e+14 1.74648e+14 9.01069e+13 6.66539e+13 9.33405e+13 8.19799e+13 8.95605e+13 6.6125e+13 5.68301e+13 5.53121e+13
threshold=65.534455000000023 65.593879100000024 57.174562350000009 16.500000000000004 65.559704250000024 19.500000000000004 57.15297970000001 80.030000000000015 9.5000000000000018 12.500000000000002 57.125462300000009 17.500000000000004 19.500000000000004 57.14107305000001 3.5000000000000004 57.14107305000001 67.445000000000007 65.574968200000015 2.5000000000000004 9.5000000000000018 8.5000000000000018 128.05000000000004 118.04500000000002 3.5000000000000004 108.05000000000001 128.05000000000004 7.5000000000000009 168.45000000000002 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 14 5 6 -5 -4 -9 -10 12 13 -6 -12 -2 28 -17 18 -18 23 -21 22 -22 -20 -25 -26 -27 -28 -16 -30
right_child=1 -3 7 4 10 -7 -8 8 9 -11 11 -13 -14 -15 15 16 17 -19 19 20 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-42.17074989766158 -44695.35336981505 0.48062382805677129 -2468.1827385642173 3659.6614755721585 10002.768284966134 -40299.998200460053 33582.06719839805 -59882.005703382834 49701.083859234663 -26121.30423947105 107459.45980413734 17200.091390579808 163050.84970238095 45236.508813395187 12341.142659213339 1911.9251446032813 56002.608474384157 -14397.870131639051 -30572.554550025579 65522.271387111257 1935.708659113546 -186323.13637288412 197502.64459134615 -21029.130683902953 102926.61322613114 39993.354087357962 -243855.83809523811 -7257.4250000000002 -1357.2770320336276 -76292.293876262629
leaf_weight=3046425 181 978779 7245 1382 1593 557 802 303 167 632 142 994 21 600 3357 7163 826 620 525 622 251 48 26 379 163 220 21 27 19634 99
leaf_count=3046425 181 978779 7245 1382 1593 557 802 303 167 632 142 994 21 600 3357 7163 826 620 525 622 251 48 26 379 163 220 21 27 19634 99
internal_value=0 125.046 2633.74 4278.8 14513.2 3481.71 14647.7 -5299.49 -23913.6 -10273.6 23539.3 34273.1 11994.1 57144.4 2454.03 2705.17 7776.78 19045.5 25717 14754.7 39527.2 -10223.3 20292.2 -2817.96 15171.1 47003.8 12991.1 -110769 313.014 -1733.22
internal_weight=0 1.02738e+06 48600 40253 6091 2741 2184 8347 1102 799 3350 1736 1614 742 34162 33981 10891 3728 3108 2282 947 325 277 1335 810 431 268 48 23090 19733
internal_count=4073804 1027379 48600 40253 6091 2741 2184 8347 1102 799 3350 1736 1614 742 34162 33981 10891 3728 3108 2282 947 325 277 1335 810 431 268 48 23090 19733
is_linear=0
shrinkage=0.1


Tree=1709
num_leaves=31
num_cat=0
split_feature=6 6 0 4 4 0 3 0 5 1 0 1 4 3 2 2 0 2 2 0 4 3 1 5 0 4 1 2 0 5
split_gain=2.09699e+12 1.14941e+13 3.179e+13 3.49751e+13 5.54552e+13 3.92033e+13 3.74342e+13 7.33645e+13 3.93061e+13 3.08648e+13 2.60992e+13 2.54082e+13 2.38254e+13 9.4779e+13 6.41178e+13 2.5983e+13 2.51575e+13 3.72638e+13 2.13886e+13 1.97049e+13 6.59932e+13 2.24907e+13 1.89873e+13 3.05362e+13 1.94748e+13 1.89633e+13 2.54625e+13 1.82444e+13 1.80336e+13 4.61532e+13
threshold=103.03500000000001 104.01000000000001 55.061158000000006 3.5000000000000004 5.5000000000000009 56.309668500000008 2.5000000000000004 55.858844800000007 3.5000000000000004 33.882313700000005 42.965693300000005 30.205407000000005 5.5000000000000009 4.5000000000000009 6680.0000000000009 3191.5000000000005 44.990874950000006 2882.5000000000005 4829.0000000000009 45.015054600000006 19.500000000000004 4.5000000000000009 83.050033500000012 3.5000000000000004 53.356310450000002 4.5000000000000009 39.939672500000007 2691.5000000000005 56.105603650000006 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 10 5 6 -4 7 -5 9 -8 -2 -6 13 15 -15 25 17 -14 -7 20 -18 27 -23 24 -24 26 -12 -21 -13 -30
right_child=1 -3 3 4 11 18 8 -9 -10 -11 12 28 16 14 -16 -17 19 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=11.523788301424771 61067.946875000001 -212.73305927308107 155459.19032258066 58194.315673828125 -35190.703575188389 -44063.72276400862 99960.385868876692 -143691.98573676214 -72901.246676587311 -21579.781445312503 96224.467163085938 -1874.0269460658483 -115323.83701923078 36660.613444010422 279095.53226379392 -42659.462752584594 -31275.21658158736 -14741.190886948529 82153.573262695325 -79928.957484375002 184186.61845238096 -27403.90143681494 10471.163472222222 74907.691702208234 -101073.65896809897 -26337.740667968752 -28233.224000000002 8227.8383224526951 28364.732468317008 -22199.675231721299
leaf_weight=3971349 46 97689 31 24 141 29 37 72 63 48 48 875 65 24 20 133 44 85 25 25 21 1263 45 49 24 50 25 385 839 230
leaf_count=3971349 46 97689 31 24 141 29 37 72 63 48 48 875 65 24 20 133 44 85 25 25 21 1263 45 49 24 50 25 385 839 230
internal_value=0 -446.684 -5241.99 2819.56 520.047 65826.2 -44587 -93220.4 -13041 31325.9 -13516 5798.76 -15003.8 11280.4 146858 -12022.1 -18934.7 -58327 14370.2 -15751 38335.5 -17714 -23819.9 14541.6 -28327 21106.2 53602 2852.42 8771.77 17485.6
internal_weight=0 102455 4766 2414 2329 85 244 96 148 85 2352 2085 2306 300 44 256 2006 150 54 1856 65 1791 1381 118 69 123 73 410 1944 1069
internal_count=4073804 102455 4766 2414 2329 85 244 96 148 85 2352 2085 2306 300 44 256 2006 150 54 1856 65 1791 1381 118 69 123 73 410 1944 1069
is_linear=0
shrinkage=0.1


Tree=1710
num_leaves=31
num_cat=0
split_feature=2 2 6 1 1 6 6 1 6 0 6 0 0 6 6 3 0 7 4 4 6 3 0 4 1 6 5 5 3 0
split_gain=2.06359e+12 3.4297e+13 3.7061e+13 1.93755e+13 2.38093e+13 2.07416e+13 3.212e+13 1.82336e+13 2.16067e+13 1.72001e+13 1.66617e+13 1.64081e+13 2.51376e+13 2.48936e+13 1.64147e+13 1.60393e+13 1.57481e+13 1.48377e+13 1.46889e+13 2.07179e+13 3.32394e+13 1.43811e+13 1.42209e+13 1.90554e+13 1.24128e+13 1.09254e+13 1.47785e+13 1.05478e+13 2.04965e+13 1.00786e+13
threshold=10180.500000000002 10876.500000000002 53.995000000000012 41.966773150000002 42.186961750000002 99.050000000000011 156.15000000000003 44.628646350000004 138.05000000000004 56.520242650000007 75.605000000000004 44.601833250000006 44.685196900000008 88.00500000000001 60.005000000000003 3.5000000000000004 44.249882500000005 6.0000000000000009 3.5000000000000004 6.5000000000000009 120.05000000000001 3.5000000000000004 47.319699650000011 9.5000000000000018 39.023883200000007 134.05000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 11 -7 8 16 10 17 13 -13 14 -3 25 -6 22 -12 -20 -21 -9 -4 27 29 26 -5 28 -24 -14
right_child=1 3 9 4 7 6 -8 21 -10 -11 18 12 24 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2553968409240577 -495.51277645099418 -10232.07012374598 -4556.4429737500559 14070.031769470568 -6408.898347995716 -91589.445605468762 38468.394375723379 3278.5957826410267 -85887.126773648662 -8999.0657944411378 -40400.415998641307 21554.472355083828 3287.701865784456 95377.4921875 -37486.324825142532 2308.8222123984642 -50086.152221399068 42624.857218794394 76067.023216448652 40009.9303778678 -53083.677389171513 -2599.9502806247465 111766.43873087567 -466.6802535088118 -41170.003691406251 -56508.530402846569 59172.315655838815 25978.500426327286 13461.106963790093 -7515.434030678518
leaf_weight=4042576 1635 872 354 1648 1614 64 27 8728 37 178 23 411 1357 20 296 2171 87 176 129 355 43 7954 48 215 90 21 76 186 38 2375
leaf_count=4042576 1635 872 354 1648 1614 64 27 8728 37 178 23 411 1357 20 296 2171 87 176 129 355 43 7954 48 215 90 21 76 186 38 2375
internal_value=0 809.783 10322.3 -344.78 965.553 -5654.57 -53000.9 -539.832 -10287.3 20458.2 23804.3 -4859.79 -1945.23 -15244.8 -17139 8046.55 -8642.83 16221.2 37826.1 41240.2 29952.1 475.697 10695.6 21782.3 -4472.28 15185 16058.3 39368.8 68329.2 -3587.28
internal_weight=0 31228 3380 27848 22336 5512 91 18420 1738 1745 1567 5421 4233 1188 1168 3916 1701 1017 550 527 398 16682 841 487 3822 1745 1724 272 86 3732
internal_count=4073804 31228 3380 27848 22336 5512 91 18420 1738 1745 1567 5421 4233 1188 1168 3916 1701 1017 550 527 398 16682 841 487 3822 1745 1724 272 86 3732
is_linear=0
shrinkage=0.1


Tree=1711
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 6 0 0 6 6 0 0 0 0 1 6 4 4 1 1 0 7 5 4 1 4 6 1 6 3
split_gain=2.03363e+12 1.59365e+13 7.08944e+13 1.57883e+14 2.56664e+14 1.69855e+14 7.60959e+13 1.16432e+14 1.13755e+14 8.61812e+13 8.03769e+13 7.18498e+13 7.06111e+13 1.04993e+14 1.42907e+14 6.24634e+13 7.60019e+13 1.60026e+14 1.07102e+14 1.10265e+14 6.13092e+13 7.85083e+13 6.1097e+13 5.98252e+13 5.62202e+13 5.23462e+13 5.29103e+13 5.09853e+13 4.832e+13 4.61283e+13
threshold=451.00000000000006 37.978059650000013 37.957884500000006 55.710673100000008 55.696737300000009 63.415000000000006 55.79439725000001 55.801384500000005 66.50500000000001 68.515000000000015 55.728148450000006 55.462387050000011 55.60524465000001 55.737027400000009 38.011626600000007 53.995000000000012 7.5000000000000009 13.500000000000002 37.897576350000001 37.768783500000005 55.685785750000008 6.0000000000000009 1.5000000000000002 16.500000000000004 38.066230450000006 12.500000000000002 51.405000000000008 37.755233900000007 62.995000000000012 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 11 4 -4 -6 8 9 10 -8 -5 15 -3 14 20 -1 22 -18 19 27 21 -14 -17 -7 -15 -23 -27 -19 -29 -26
right_child=-2 12 3 6 5 23 7 -9 -10 -11 -12 -13 13 24 -16 16 17 18 -20 -21 -22 25 -24 -25 29 26 -28 28 -30 -31
leaf_value=-779.41764555493717 -31.551199548682423 4332.478952505744 -18315.792583567356 -3287.0840685308467 12354.101037984306 118777.88698807411 16914.343972163788 -12157.919436802529 -59888.295352588641 118243.78892631881 -34209.639812989895 445.18484331488946 6709.1716732161867 6196.9080049457161 -14566.762569272143 -130986.9424226722 10558.670053849062 -12547.805725093513 171219.51249881869 -46114.159145137914 23353.461302859476 2910.6594759854406 -18707.120308907568 49750.3522333781 153.11643933037703 -38023.033319045207 -140838.87135416668 -11137.633943638633 53638.586661062764 -12429.776749672543
leaf_weight=23653 3396489 44842 2811 1831 3315 177 365 4062 778 109 1554 507084 1423 15859 10176 49 4299 5154 31 976 1603 132 4428 432 38346 131 81 224 237 3153
leaf_count=23653 3396489 44842 2811 1831 3315 177 365 4062 778 109 1554 507084 1423 15859 10176 49 4299 5154 31 976 1603 132 4428 432 38346 131 81 224 237 3153
internal_value=0 158.218 -62.0002 -6745.67 4748.92 21271.6 -15645.1 -6685 -25408 40215.8 -17483.1 126.883 1226.66 -737.565 -8655.94 -4006.32 -8963.19 -4464.95 -14218.3 -15090.5 9192.28 -3654.56 -19936 69812.5 1132.49 -46525.5 -77306.4 -9697.93 22163.8 -802.903
internal_weight=0 677315 561569 15434 6735 3924 8699 4536 4163 474 3385 546135 115746 70904 13546 39051 15398 10921 6622 6591 3370 1767 4477 609 57358 344 212 5615 461 41499
internal_count=4073804 677315 561569 15434 6735 3924 8699 4536 4163 474 3385 546135 115746 70904 13546 39051 15398 10921 6622 6591 3370 1767 4477 609 57358 344 212 5615 461 41499
is_linear=0
shrinkage=0.1


Tree=1712
num_leaves=31
num_cat=0
split_feature=2 5 0 6 6 6 4 0 0 0 6 6 1 1 6 0 0 4 3 6 6 1 0 0 4 0 0 4 4 4
split_gain=2.68379e+12 1.19466e+13 1.12423e+13 4.27328e+13 6.70594e+13 6.61544e+13 5.43422e+13 6.02098e+13 1.38162e+14 5.10953e+13 4.41431e+13 3.99993e+13 3.92122e+13 1.16287e+14 1.45293e+14 1.12142e+14 1.10218e+14 8.2729e+13 8.89232e+13 7.14877e+13 7.38266e+13 8.09639e+13 1.08292e+14 1.88515e+14 2.00994e+14 7.13277e+13 1.38199e+14 1.60765e+14 1.09683e+14 8.78234e+13
threshold=36.000000000000007 6.5000000000000009 55.633951400000008 42.405000000000008 43.405000000000008 43.905000000000008 16.500000000000004 55.568628050000008 55.554045200000012 55.568628050000008 43.010000000000012 39.505000000000003 37.425454150000007 37.442254400000003 69.605000000000004 55.667390500000003 55.728148450000006 24.500000000000004 5.5000000000000009 118.04500000000002 247.90000000000001 37.755233900000007 55.685785750000008 55.834019500000004 15.500000000000002 55.743464250000009 55.81943720000001 20.500000000000004 22.500000000000004 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 11 6 9 7 8 -5 -6 -8 -1 -4 14 25 -16 17 18 -17 -15 21 22 -21 24 -24 29 -27 -28 -29 -14
right_child=-2 -3 12 4 5 -7 10 -9 -10 -11 -12 -13 13 19 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-451.23015165106739 22.487188392355698 62808.45971354167 -4507.913862336206 19983.581379743307 -52861.841213316307 2125.1375915892536 12941.258200297383 13740.705410989902 125020.40520032051 4911.201623795524 -51637.091542063332 -9879.2535461028838 -10451.335835384629 -524.27430637731243 -8275.582228428204 76963.42597736296 43110.091288132448 38358.284060848462 232331.4088793683 91258.415301724148 48916.410925475167 58779.095435138086 -126661.88047930744 -25091.110649653845 -441216.90387834824 103854.93034028243 34397.97954907114 -81541.105701227236 13086.021349670662 45360.90571395211
leaf_weight=19578 3783399 30 23703 350 390 49095 354 738 195 252 151 5843 2266 184152 229 61 420 68 93 29 67 43 74 112 28 187 1085 247 243 322
leaf_count=19578 3783399 30 23703 350 390 49095 354 738 195 252 151 5843 2266 184152 229 61 420 68 93 29 67 43 74 112 28 187 1085 247 243 322
internal_value=0 -292.963 -299.483 736.807 2392.1 1708.09 21419.4 32356.9 57565.6 -30184.6 -6368.31 -2618.26 -673.089 -193.993 14523.4 51803.8 73233.9 130225 170790 -610.455 -45569 -67703.7 -90085.4 -114660 -213010 7058.72 22577.7 12927.7 -34613.8 -3507.15
internal_weight=0 290405 290375 76946 51525 49737 1788 1283 545 642 505 25421 213429 189726 5221 871 642 222 154 184505 353 286 243 214 102 4350 1762 1575 490 2588
internal_count=4073804 290405 290375 76946 51525 49737 1788 1283 545 642 505 25421 213429 189726 5221 871 642 222 154 184505 353 286 243 214 102 4350 1762 1575 490 2588
is_linear=0
shrinkage=0.1


Tree=1713
num_leaves=31
num_cat=0
split_feature=2 4 3 3 4 0 6 6 1 4 4 0 4 6 0 0 4 1 0 1 7 1 6 6 4 3 1 3 0 0
split_gain=2.17387e+12 1.12315e+13 1.54867e+13 1.52186e+13 1.17577e+13 1.39347e+13 1.1077e+13 3.56556e+13 4.23556e+13 4.48062e+13 3.63336e+13 7.11324e+13 4.42585e+13 4.98331e+13 6.02988e+13 1.27484e+14 4.17403e+13 3.52777e+13 2.67164e+13 2.42241e+13 2.34189e+13 3.61948e+13 3.06871e+13 9.1458e+13 4.41179e+13 4.21351e+13 3.65667e+13 2.91866e+13 3.57026e+13 2.60121e+13
threshold=36.000000000000007 34.500000000000007 30.500000000000004 6.5000000000000009 35.500000000000007 54.762682300000009 36.405000000000008 35.57500000000001 37.374856000000008 3.5000000000000004 11.500000000000002 55.812023600000011 21.500000000000004 35.995000000000012 55.768246800000007 55.753967500000009 23.500000000000004 37.740454950000007 55.858844800000007 37.682335600000009 6.0000000000000009 37.729575300000008 29.715000000000003 26.495000000000001 27.500000000000004 9.5000000000000018 37.858952300000006 1.5000000000000002 55.876067900000002 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 7 8 -1 19 11 -9 -12 -14 15 17 -17 -15 -16 -10 22 -22 23 26 29 -25 27 -11 -29 -24
right_child=1 3 -4 4 -6 -7 -8 10 9 20 12 -13 13 14 18 16 -18 -19 -20 -21 21 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=-13023.364580788291 21.467328193158192 -26263.35775844998 16183.158094558588 53864.73074363426 3144.7931067608097 -20058.092496053327 -522.57001395843076 28294.625298811385 -36321.915749823784 -19558.306077488789 -2627.5568178520707 -35091.4341156308 1360.2259407393231 41464.455100443825 -27825.084483258928 284683.81992187502 121382.15852430556 -51679.685109641337 20097.514584552864 -147468.52880434782 -4923.5983575838591 10513.686356104838 -313.16124140394578 30070.252326058006 71811.91016941714 93750.941012342446 -68229.535098821478 7118.522971757282 96132.864943484048 10499.79671077405
leaf_weight=2394 3781002 360 593 27 958 459 246999 1433 133 439 4094 202 1396 536 175 24 45 44 347 23 9932 1793 15558 819 89 119 77 1091 47 2596
leaf_count=2394 3781002 360 593 27 958 459 246999 1433 133 439 4094 202 1396 536 175 24 45 44 347 23 9932 1793 15558 819 89 119 77 1091 47 2596
internal_value=0 20.2385 24.0017 -7868.3 -3282.27 -15951.3 -263.667 1209.6 -183.578 755.976 7105.77 20463.4 3827.02 14121.1 29334 49685.1 178183 34398.3 4031.51 -52708.9 1012.13 -2562.91 3024.01 13205.5 1577.4 38149.1 -940.277 2345.25 10794.9 1233.08
internal_weight=0 3.7834e+06 3.7816e+06 1804 1444 486 290405 43406 35110 32716 8296 1635 6661 2567 1171 649 69 580 522 156 32560 11725 20835 2592 18243 938 1654 1577 1138 18154
internal_count=4073804 3783399 3781595 1804 1444 486 290405 43406 35110 32716 8296 1635 6661 2567 1171 649 69 580 522 156 32560 11725 20835 2592 18243 938 1654 1577 1138 18154
is_linear=0
shrinkage=0.1


Tree=1714
num_leaves=31
num_cat=0
split_feature=2 0 1 6 3 0 4 5 6 1 0 4 1 0 0 1 1 4 0 0 4 0 0 6 4 4 4 4 6 0
split_gain=2.15845e+12 1.48365e+13 2.64353e+13 1.61624e+13 1.85035e+13 1.50502e+13 2.34082e+13 4.36785e+13 2.7072e+13 2.05294e+13 2.16308e+13 1.93739e+13 1.55417e+13 7.24971e+13 8.50456e+13 1.15755e+14 6.04276e+13 3.17633e+14 1.39867e+14 1.35083e+14 1.35549e+14 1.32929e+14 1.23626e+14 1.19937e+14 1.04824e+14 1.01006e+14 9.93566e+13 1.16038e+14 1.23234e+14 1.02594e+14
threshold=451.00000000000006 54.431501800000014 38.657016300000002 57.410000000000004 2.5000000000000004 54.86311005000001 14.500000000000002 2.5000000000000004 64.015000000000015 38.247071200000008 54.724612400000005 4.5000000000000009 37.978059650000013 55.60524465000001 55.737027400000009 38.011626600000007 37.897576350000001 10.500000000000002 55.710673100000008 55.696737300000009 14.500000000000002 55.775215600000003 55.649510000000014 74.015000000000015 5.5000000000000009 24.500000000000004 19.500000000000004 24.500000000000004 84.810000000000016 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 10 -3 -11 16 -14 15 -15 -7 22 19 25 -21 23 24 -20 -18 -19 29 -28 -29 -23
right_child=-2 5 -4 -5 -6 12 7 -9 -10 11 -12 -13 13 14 -16 -17 17 18 21 20 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-29388.21749999762 -32.505055993167566 -93219.805965909094 -6379.0984926470592 147582.2497159091 96548.913825334821 280.10892676795334 -7457.9199760210395 102029.46340460527 -26576.399687476103 -10851.35108409934 -11287.450415564421 9233.1242263837412 4609.9887124013103 8268.658445443627 1014.9079758748853 -13114.481792001305 -24601.619844055178 -11133.274939740966 -14393.133421557823 53491.837164321791 10918.896846163818 33560.039663958472 -13678.333635765228 -64698.091584656999 -75066.379865270908 16404.769929569906 -33545.000003247362 13821.096227620284 -110514.76920036765 1262.1006108726699
leaf_weight=20 3396489 33 85 22 28 517266 101 57 613 730 1368 1404 41112 3370 57358 10176 1170 5035 3727 806 10371 1164 8994 543 635 1811 1607 1282 85 6342
leaf_count=20 3396489 33 85 22 28 517266 101 57 613 730 1368 1404 41112 3370 57358 10176 1170 5035 3727 806 10371 1164 8994 543 635 1811 1607 1282 85 6342
internal_value=0 163.001 31098 76605.9 44075.1 155.92 -5737.24 32040.7 -7176.23 -3812.07 -13217.3 2362.61 193.634 1269.03 -668.15 -7794.74 -21.1539 -3597.6 1303.49 7213.41 13988.9 -5917.84 -18471.5 -20790.2 -42355.2 -3848.52 141.813 -15326.8 6089.9 6270.73
internal_weight=0 677315 155 70 48 677160 4306 158 4148 3535 1401 2134 672854 112016 70904 13546 560838 43572 32773 18023 11177 14750 10799 4270 1805 6846 10480 2974 1367 7506
internal_count=4073804 677315 155 70 48 677160 4306 158 4148 3535 1401 2134 672854 112016 70904 13546 560838 43572 32773 18023 11177 14750 10799 4270 1805 6846 10480 2974 1367 7506
is_linear=0
shrinkage=0.1


Tree=1715
num_leaves=31
num_cat=0
split_feature=2 0 1 4 6 1 7 0 1 0 0 4 4 1 6 1 6 4 4 0 6 0 1 0 1 7 4 4 6 4
split_gain=2.40698e+12 1.11241e+13 6.23993e+13 5.82051e+13 5.48118e+13 5.53296e+13 1.30259e+14 2.33662e+14 1.04866e+14 1.75219e+14 1.04055e+14 9.36693e+13 1.06556e+14 8.97355e+13 8.93433e+13 8.06421e+13 1.66117e+14 1.46944e+14 8.53168e+13 1.11204e+14 7.32641e+13 7.03814e+13 7.03674e+13 5.88709e+13 9.71607e+13 1.36438e+14 9.1128e+13 7.81027e+13 7.1697e+13 5.20352e+13
threshold=36.000000000000007 55.667390500000003 37.780517050000007 16.500000000000004 116.05000000000001 37.729575300000008 6.0000000000000009 55.60524465000001 37.618684050000006 55.595177750000005 55.633951400000008 22.500000000000004 17.500000000000004 37.755233900000007 54.710000000000008 37.586700500000006 50.010000000000012 12.500000000000002 14.500000000000002 55.649510000000014 59.815000000000005 55.660117850000006 37.682335600000009 55.622114900000007 37.682335600000009 6.0000000000000009 17.500000000000004 23.500000000000004 63.415000000000006 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 8 11 -8 15 22 23 12 -7 -9 21 -1 -17 -18 -19 -20 -13 -12 -10 24 25 26 -11 28 -26 -3
right_child=-2 29 3 -5 -6 6 7 13 9 10 14 20 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=284.73300742732494 21.295964385495243 -29492.808731933299 -62825.816580609433 58063.171442819155 34554.572095957526 1013.8483238522282 127450.88810681834 12311.459387890563 -26674.33646355804 -6173.0073124305418 -15852.459249620792 24981.14843459833 -44361.215133646234 79881.995082466572 -35248.40315425142 -3730.109000691798 -5401.5173348068347 96202.062585136213 25501.631386627363 95449.651512760902 145900.47644573709 22148.374571405158 -78489.057613375349 27923.771719644279 11339.906785888743 -107612.40314806605 -161314.07495993591 -8812.7599685576024 54503.551453865264 -636.64303102612939
leaf_weight=74118 3783399 627 261 47 476 4319 206 2695 2028 1297 1531 183 588 212 1504 3095 846 273 1496 268 69 715 301 919 2187 163 39 1642 467 187833
leaf_count=74118 3783399 627 261 47 476 4319 206 2695 2028 1297 1531 183 588 212 1504 3095 846 273 1496 268 69 715 301 919 2187 163 39 1642 467 187833
internal_value=0 -277.444 564.063 -44378.5 700.257 540.96 8377.94 24532.4 -156.944 -8564.21 -3042.92 -1369.82 -4423.39 17239.2 -16386 1185.87 12358.6 29630.4 44179.7 36128.7 58090 -3755.13 -33370.9 4409.66 680.677 -21239.8 -10701.8 8329.37 18935 -732.647
internal_weight=0 290405 101945 308 101637 101161 8272 3113 92889 12793 10464 5159 4907 2907 3750 80096 5978 2883 2037 1764 252 2246 2329 6714 5795 1499 1336 4296 2654 188460
internal_count=4073804 290405 101945 308 101637 101161 8272 3113 92889 12793 10464 5159 4907 2907 3750 80096 5978 2883 2037 1764 252 2246 2329 6714 5795 1499 1336 4296 2654 188460
is_linear=0
shrinkage=0.1


Tree=1716
num_leaves=31
num_cat=0
split_feature=6 6 6 4 5 4 1 4 1 1 0 0 2 4 7 1 1 1 1 0 1 3 4 0 1 4 0 0 1 1
split_gain=2.18961e+12 4.3863e+13 3.49746e+13 3.06865e+13 2.99195e+13 2.57693e+13 8.80854e+13 1.00153e+14 3.17494e+13 2.40519e+13 2.39226e+13 2.36318e+13 3.20736e+13 6.79946e+13 3.96956e+13 9.13886e+13 6.39485e+13 5.47974e+13 4.32504e+13 3.60983e+13 3.69795e+13 3.39161e+13 3.75935e+13 4.08193e+13 3.23174e+13 3.59638e+13 3.03649e+13 3.16461e+13 3.01888e+13 3.6518e+13
threshold=59.815000000000005 60.005000000000003 58.305000000000007 35.500000000000007 1.5000000000000002 10.500000000000002 82.93515810000001 14.500000000000002 82.958608050000009 37.957884500000006 43.051287600000009 59.933037250000005 75.000000000000014 5.5000000000000009 6.0000000000000009 37.631035900000008 37.586700500000006 37.563506350000004 37.488790500000007 55.866549750000011 37.702956500000006 2.5000000000000004 10.500000000000002 55.806294650000005 37.600779750000008 7.5000000000000009 55.554045200000012 55.539595350000006 37.780517050000007 37.858952300000006
decision_type=2 2 2 2 2 2 2 2 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 -1 9 5 8 -7 -8 -4 11 -11 12 13 -2 16 -16 17 18 -15 20 24 -19 -23 -24 -18 -26 27 -20 -22 -30
right_child=1 -3 4 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 15 -17 19 21 26 -21 28 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-23.932548283239335 -51429.792343614921 35.646764530005576 7425.7672378000079 112999.60828804348 2169.5519731593245 -10146.888908360574 -242631.4836561415 -26490.435018978478 -7383.2466209425183 12429.074818591414 -3759.5341175224603 -8236.5500182827927 5806.5132060458163 -31762.095709824836 35410.722260549977 -27822.651015084091 35484.327560334161 23128.675100806453 2580.0237330386517 56380.602706575046 38438.507543395135 -146433.62113903984 -9414.3013227982956 -172492.20953125 87996.003365384619 -32790.482917351976 11584.851905854324 -133568.27474798387 -24472.318325678025 33889.372587863647
leaf_weight=2678924 289 1206187 2289 23 108414 1011 36 53 3939 928 55839 2419 9326 696 724 334 101 31 38 137 355 69 66 20 26 475 580 31 263 181
leaf_count=2678924 289 1206187 2289 23 108414 1011 36 53 3939 928 55839 2419 9326 696 724 334 101 31 38 137 355 69 66 20 26 475 580 31 263 181
internal_value=0 -108.365 49.5995 -2489.49 1751.55 -4432.62 -18542.9 -113918 -1940.43 -2525.91 -3494.89 877.713 2482.09 -4538.63 -1255 15448.6 -7013.36 -21481.3 -14445.9 7388.75 2597.97 -72355.5 -91452.3 -47339.4 -16119 -26522.1 4124.25 -58588.1 16700.2 -680.728
internal_weight=0 1.27914e+06 2.79467e+06 72951 115742 7328 1100 89 6228 72928 56767 16161 13742 4416 4127 1058 3069 1531 1345 1538 1401 186 155 86 602 501 649 69 799 444
internal_count=4073804 1279138 2794666 72951 115742 7328 1100 89 6228 72928 56767 16161 13742 4416 4127 1058 3069 1531 1345 1538 1401 186 155 86 602 501 649 69 799 444
is_linear=0
shrinkage=0.1


Tree=1717
num_leaves=31
num_cat=0
split_feature=4 3 0 1 6 6 1 4 1 6 4 6 0 6 1 4 6 1 0 0 6 0 1 1 1 1 0 0 0 0
split_gain=2.13267e+12 1.46011e+13 1.68401e+13 4.26031e+13 6.18686e+13 4.46286e+13 3.21669e+13 4.91487e+13 1.04632e+14 3.72978e+13 2.74475e+13 1.59781e+13 2.64984e+13 1.99059e+13 3.35461e+13 3.34232e+13 1.79951e+13 4.10799e+13 1.80171e+13 4.56295e+13 2.05786e+13 1.68172e+13 2.61671e+13 4.52502e+13 1.74629e+13 4.15217e+13 4.88685e+13 2.12111e+13 1.51207e+13 5.09596e+13
threshold=3.5000000000000004 1.5000000000000002 43.6005307 39.939672500000007 51.405000000000008 61.805000000000007 39.777866350000004 2.5000000000000004 39.723160900000003 79.710000000000022 2.5000000000000004 189.00000000000003 45.040161900000008 149.05000000000004 60.307188350000011 2.5000000000000004 138.05000000000004 37.234509300000006 55.791814000000009 55.080855950000007 142.05000000000004 60.05226170000001 37.343102500000008 38.166910000000009 47.899251850000006 61.335446300000008 55.858844800000007 47.319699650000011 55.554045200000012 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 -9 -8 -6 13 -13 16 15 -15 -4 -18 19 20 -19 22 -14 -24 27 26 -26 -25 -3 -30
right_child=-2 28 11 -5 5 6 9 8 -10 -11 -12 12 21 14 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=9500.6133657736846 -17.948421498093076 455.55949994528038 935.51891228819136 561.26285188520603 54971.114829282407 -91008.061810661762 24211.083469460227 192768.84442708336 -67182.432568359378 178272.55302083335 181002.81273600261 112450.23424153647 -82423.559496228452 -12849.584839129704 24803.017724021087 -102573.166484375 132175.24416360294 67601.278989361701 87228.095439877725 -130831.58494466146 -43273.821995192309 100331.12726934525 158444.53392857144 32739.485789695947 192232.29369212966 -11493.315425347224 -14004.708847656249 -63229.157839715685 -10091.612115115189 -559.83770824280145
leaf_weight=488 3837650 80945 99952 1619 27 34 33 30 32 30 48 30 29 93 83 75 34 47 23 24 26 21 21 37 27 90 20 61 6392 45783
leaf_count=488 3837650 80945 99952 1619 27 34 33 30 32 30 48 30 29 93 83 75 34 47 23 24 26 21 21 37 27 90 20 61 6392 45783
internal_value=0 291.673 1185.44 9570.03 29771.1 72044.7 42050.9 5614.1 58600.4 97573.7 135631 990.513 22760.9 917.624 -27208.6 -52904.8 988.146 35145.4 7653.57 -11214.6 28111.5 13967.9 7604.26 17802.7 5234.73 28290.4 104472 -26996.1 -400.1 -1727.58
internal_weight=0 236154 103034 2341 722 234 159 96 62 63 75 100693 336 100357 251 168 100106 154 120 97 73 306 285 256 235 137 47 98 133120 52175
internal_count=4073804 236154 103034 2341 722 234 159 96 62 63 75 100693 336 100357 251 168 100106 154 120 97 73 306 285 256 235 137 47 98 133120 52175
is_linear=0
shrinkage=0.1


Tree=1718
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 4 1 6 1 4 1 6 4 4 7 0 1 2 1 6 0 3 4 1 1 6 6 4 7 6
split_gain=2.03863e+12 1.41292e+13 1.23361e+13 6.69226e+13 9.9283e+13 5.78187e+13 4.23288e+13 5.63652e+13 4.12859e+13 5.22685e+13 5.1284e+13 6.2141e+13 4.87096e+13 4.89322e+13 4.66039e+13 4.1151e+13 7.6081e+13 1.20651e+14 1.03802e+14 5.94149e+13 4.82153e+13 4.62599e+13 5.78287e+13 5.04663e+13 4.72399e+13 4.35638e+13 4.10506e+13 4.10054e+13 3.94231e+13 3.80414e+13
threshold=451.00000000000006 56.760749800000006 55.462387050000011 37.804148700000006 37.768783500000005 11.500000000000002 38.657016300000002 118.04500000000002 37.740454950000007 4.5000000000000009 37.563506350000004 71.030000000000015 5.5000000000000009 21.500000000000004 6.0000000000000009 55.520061350000013 37.517483500000004 75.000000000000014 37.563506350000004 90.045000000000016 55.539595350000006 11.500000000000002 11.500000000000002 37.586700500000006 37.563506350000004 106.49500000000002 53.005000000000003 7.5000000000000009 6.0000000000000009 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 8 -6 15 -8 10 -10 11 -1 -13 -14 27 16 19 21 -19 -4 -17 22 23 24 -18 -24 -23 -12 -21 -11
right_child=-2 -3 6 -5 5 -7 7 -9 9 29 14 12 13 -15 -16 20 17 18 -20 28 -22 26 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-530.5472841417693 -31.590013436115512 -32432.028060385248 12792.758966173475 2377.6586715571107 6447.1149782325047 -32865.070537063461 -4880.3533723696428 -168834.21294642857 -44306.945081428858 5770.0625642914865 -23503.193498167679 -37575.714543890987 -5112.1557611125791 -56907.310774075253 -47056.624406611067 -5322.8650338968773 -45940.945101566875 43173.797138369548 2286.0873822569847 54661.01988630023 457.73222706761703 -14042.561338209071 4509.0825367980206 -131633.76166585286 6441.8736239051823 -131452.83134765626 -66790.158741928739 -828.50898631578082 198659.36505681821 34771.101179495905
leaf_weight=24129 3396489 133 5644 30155 476 1748 13992 21 184 2812 1445 737 2628 196 403 14805 447 751 3584 140 568295 276 1304 48 280 24 317 1780 22 539
leaf_count=24129 3396489 133 5644 30155 476 1748 13992 21 184 2812 1445 737 2628 196 403 14805 447 751 3584 140 568295 276 1304 48 280 24 317 1780 22 539
internal_value=0 158.412 164.813 -1120.75 -3966.04 -24451.1 306.516 -5126.06 -2658.87 7585.45 -3815.19 -2350.43 -14681.8 -8707 -14994.7 434.258 6034.8 -960.986 9369.52 14506.6 310.962 -17571.8 -10615.9 -32323 -25766 2051.94 -42239.8 -10988.2 74216.4 10434.8
internal_weight=0 677315 677182 67232 37077 2224 609950 14013 34853 3535 31318 27690 3561 2824 3628 595937 12837 7031 4335 5806 583100 2696 2103 775 727 1328 593 3225 162 3351
internal_count=4073804 677315 677182 67232 37077 2224 609950 14013 34853 3535 31318 27690 3561 2824 3628 595937 12837 7031 4335 5806 583100 2696 2103 775 727 1328 593 3225 162 3351
is_linear=0
shrinkage=0.1


Tree=1719
num_leaves=31
num_cat=0
split_feature=2 0 6 0 1 3 0 6 4 1 0 3 3 3 6 3 6 6 5 6 6 6 6 4 4 1 6 3 4 6
split_gain=2.59271e+12 1.10977e+13 3.85838e+13 2.97742e+13 3.59616e+13 4.35364e+13 3.2312e+13 2.87574e+13 3.34507e+13 2.65702e+13 2.57522e+13 2.31408e+13 2.1182e+13 3.05395e+13 6.83638e+13 4.29147e+13 1.97796e+13 5.45293e+13 3.52676e+13 1.9836e+13 1.96765e+13 1.85353e+13 2.99334e+13 1.97049e+13 1.89473e+13 1.83438e+13 1.66555e+13 2.41944e+13 4.07887e+13 2.71079e+13
threshold=36.000000000000007 55.988910100000005 49.010000000000012 55.910578700000009 37.234509300000006 1.5000000000000002 55.972700350000004 53.705000000000005 10.500000000000002 37.586700500000006 55.93962770000001 5.5000000000000009 2.5000000000000004 11.500000000000002 89.00500000000001 10.500000000000002 76.605000000000004 69.015000000000015 2.5000000000000004 80.720000000000013 77.565000000000012 79.710000000000022 76.00500000000001 13.500000000000002 16.500000000000004 37.543519500000009 83.010000000000005 2.5000000000000004 15.500000000000002 81.705000000000013
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 3 -3 -1 6 25 11 8 10 -10 -7 -5 20 14 15 -14 17 -13 -19 -18 -4 22 24 -23 -8 -6 27 28 -9 -29
right_child=-2 2 12 4 5 7 21 26 9 -11 -12 16 13 -15 -16 -17 19 18 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-216.04463987166901 22.102338632896952 -8546.1173189074143 10707.720681423612 41395.227591422874 -9015.5744047619064 -32293.293214465724 -1196.7413991905121 125930.44314905803 -1726.8997837183667 -113462.76661931819 -177838.09687500002 10108.721138432342 30260.037143652626 -9177.3354517015377 216120.36426630436 180882.14860351564 126594.21718750001 -165977.4163558468 -11147.695696149554 -682.60245768229174 -86626.129861111112 -140104.37509765624 103486.73621419272 -29905.832889716574 -29253.78561507594 109205.58080357144 -90796.631653866527 -46766.367833882374 -36135.766903409087 69133.927232142858
leaf_weight=285645 3783399 621 90 235 21 31 830 24 652 22 20 424 349 118 23 20 25 31 28 24 27 20 24 86 339 35 59 517 44 21
leaf_count=285645 3783399 621 90 235 21 31 830 24 652 22 20 424 349 118 23 20 25 31 28 24 27 20 24 86 339 35 59 517 44 21
internal_value=0 -287.949 9121.71 -328.561 -9480 -21575.5 -1014.34 -25058.3 -11282.7 -5374.06 -89369.7 15260.8 26620.5 35424 48849.9 38423.8 3716.42 -2425.13 -92498.9 64254.6 -11753.9 -10624 -7063.41 -50698 -9333.04 64872.6 -40076.8 -35138.7 21064.1 -42242.4
internal_weight=0 290405 1248 289157 3512 1446 2066 1390 725 674 51 767 627 510 392 369 532 483 59 49 117 1299 1193 106 1169 56 665 606 68 538
internal_count=4073804 290405 1248 289157 3512 1446 2066 1390 725 674 51 767 627 510 392 369 532 483 59 49 117 1299 1193 106 1169 56 665 606 68 538
is_linear=0
shrinkage=0.1


Tree=1720
num_leaves=31
num_cat=0
split_feature=2 1 4 4 6 6 6 6 7 1 4 1 0 6 6 0 6 4 0 6 4 6 0 6 6 4 0 6 1 0
split_gain=2.1001e+12 1.06583e+13 3.91931e+13 8.6069e+13 7.48492e+13 6.6813e+13 3.72099e+13 4.29448e+13 4.18066e+13 3.90545e+13 3.51852e+13 3.17684e+13 1.45401e+14 1.01052e+14 2.97275e+13 3.0627e+13 2.81261e+13 5.58341e+13 9.18411e+13 3.8048e+13 3.59866e+13 5.59827e+13 3.02635e+13 2.91817e+13 3.15391e+13 4.56118e+13 2.78509e+13 2.89788e+13 2.70885e+13 9.89888e+13
threshold=36.000000000000007 37.804148700000006 13.500000000000002 12.500000000000002 59.815000000000005 64.015000000000015 59.245000000000012 54.410000000000004 6.0000000000000009 37.924401400000008 26.500000000000004 37.780517050000007 55.696737300000009 50.410000000000004 64.805000000000021 55.649510000000014 75.605000000000004 13.500000000000002 55.783232450000007 84.810000000000016 16.500000000000004 77.010000000000005 55.801384500000005 91.02500000000002 81.02500000000002 8.5000000000000018 55.667390500000003 56.805000000000007 37.843405600000004 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 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 28 -5 6 7 9 -8 -4 -7 -1 14 -14 15 -13 -15 18 23 -20 -19 -22 -23 24 -18 -26 -17 -28 -3 -30
right_child=-2 2 5 4 -6 10 8 -9 -10 -11 -12 12 13 16 -16 26 17 20 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-263.72248379292989 19.892102258553066 -2516.9121421495101 -7078.0214535315145 12291.114855903257 101927.08988268889 -23367.87778837447 26363.375940771606 -22302.650425387157 -21652.609168934927 11492.826514423305 93647.888281250009 -62717.490546123801 2290.3831122230381 38708.129420936537 -93165.705376771453 41925.047128906255 -45740.868921466208 106733.28983173077 -594.0782552083333 158159.58918269232 -138482.840390625 95760.607366071432 -39449.044093750003 21562.030208333337 -241134.29789062502 -48978.571735055106 -12831.65535999645 -104402.47071920255 29296.520692460374 -57284.202301453035
leaf_weight=268763 3783399 5228 3577 227 158 2200 794 1182 235 1657 26 182 3020 1410 86 75 43 65 36 26 20 49 25 21 30 21 220 41 831 157
leaf_count=268763 3783399 5228 3577 227 158 2200 794 1182 235 1657 26 182 3020 1410 86 75 43 65 36 26 20 49 25 21 30 21 220 41 831 157
internal_value=0 -259.155 -2745.73 3194.66 49076.8 -6800.39 -2255.48 -5086.69 15397.6 -1198.79 -22001.1 -111.556 7504.22 13362.1 -38718.4 -29678.9 32512.4 6512.44 -32123.6 65980 49522.3 9961.56 50081.7 -85014.2 -108824 -162011 -11783 -27216.3 352.859 15538.2
internal_weight=0 290405 16272 6601 385 9671 7445 6416 1029 5234 2226 274133 5370 4766 604 518 1746 336 177 62 159 94 74 115 94 51 336 261 6216 988
internal_count=4073804 290405 16272 6601 385 9671 7445 6416 1029 5234 2226 274133 5370 4766 604 518 1746 336 177 62 159 94 74 115 94 51 336 261 6216 988
is_linear=0
shrinkage=0.1


Tree=1721
num_leaves=31
num_cat=0
split_feature=2 5 2 4 6 6 0 0 4 1 1 0 1 4 3 0 1 0 1 1 4 4 6 1 6 7 1 0 0 0
split_gain=2.17513e+12 1.27972e+13 4.99608e+13 6.04547e+13 4.7692e+13 1.67702e+14 5.69494e+13 6.50815e+13 7.33688e+13 7.91263e+13 1.41196e+14 2.75252e+14 6.76773e+13 5.70148e+13 5.66671e+13 5.45284e+13 4.88751e+13 9.16872e+13 1.18982e+14 6.33603e+13 6.82459e+13 6.07546e+13 7.82138e+13 1.00529e+14 5.63299e+13 5.43734e+13 8.51034e+13 6.68181e+13 8.80218e+13 7.95342e+13
threshold=451.00000000000006 2.5000000000000004 36.000000000000007 4.5000000000000009 80.030000000000015 80.720000000000013 55.660117850000006 55.775215600000003 26.500000000000004 38.166910000000009 38.109452700000006 55.768246800000007 37.563506350000004 24.500000000000004 13.500000000000002 55.737027400000009 37.488790500000007 56.342669500000007 37.543519500000009 37.425454150000007 26.500000000000004 11.500000000000002 112.00500000000001 37.442254400000003 128.05000000000004 6.0000000000000009 37.131181300000009 55.897267000000006 56.342669500000007 55.883833400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 8 9 10 15 -12 -9 -5 16 -8 19 18 -18 20 24 22 -21 -24 25 26 -7 29 -29 -28
right_child=-2 2 3 4 5 14 7 12 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-65.843808917646754 -32.630452230215717 -1069.693042225296 -5546.0116797401115 2350.9454721462571 -42140.524538673162 -13727.346295280744 15006.003884861624 12027.931224788632 -22295.659510588845 -6527.39796480117 29355.257196514427 399842.51810344827 796.18820499550191 -20834.473907800479 -7760.8895450108485 35993.634196664752 52846.35829700964 -44041.812916527728 7151.4329042989384 39957.084014978551 124907.37054687501 -36246.173227455329 -97523.924916294651 87160.057492675784 -35439.540148044864 -14460.42737247968 24091.305136723928 -37198.397935229426 72311.559977921192 149270.53951322116
leaf_weight=529689 3396489 65615 8141 17510 913 1064 4975 8769 484 1141 65 29 13819 1129 5112 1648 602 328 10663 284 45 933 112 40 388 1188 2122 363 92 52
leaf_count=529689 3396489 65615 8141 17510 913 1064 4975 8769 484 1141 65 29 13819 1129 5112 1648 602 328 10663 284 45 933 112 40 388 1188 2122 363 92 52
internal_value=0 163.63 986.992 2632.5 3533.83 -95.1286 5312.91 7944.15 15492.3 17819.8 21955.6 143655 5156.52 946.56 1546.2 20228.4 4149.5 8075.87 9593.36 -2661.57 2280.55 -21845.2 8971.41 -48922.9 1233.26 4148.45 10134.7 19792.1 -15055.7 27085.5
internal_weight=0 677315 147626 82011 73870 24301 49569 30930 8342 7858 6717 94 22588 18639 23388 6623 18276 11593 11265 6683 5314 1369 436 152 5269 4881 3693 2629 455 2174
internal_count=4073804 677315 147626 82011 73870 24301 49569 30930 8342 7858 6717 94 22588 18639 23388 6623 18276 11593 11265 6683 5314 1369 436 152 5269 4881 3693 2629 455 2174
is_linear=0
shrinkage=0.1


Tree=1722
num_leaves=31
num_cat=0
split_feature=4 5 6 7 6 1 1 0 4 1 6 6 6 4 6 0 4 6 0 6 1 6 6 6 1 1 0 0 6 3
split_gain=2.1068e+12 3.51471e+13 1.18012e+14 5.90827e+13 5.45501e+13 5.09838e+13 9.44599e+13 1.10994e+14 2.31211e+14 1.92305e+14 6.05771e+13 7.09933e+13 5.93901e+13 5.89864e+13 7.48072e+13 6.00424e+13 1.24392e+14 1.02216e+14 1.01178e+14 9.93476e+13 7.6661e+13 6.84497e+13 5.19853e+13 5.69865e+13 6.04311e+13 4.94034e+13 5.68801e+13 8.37774e+13 7.3301e+13 6.62735e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 6.0000000000000009 64.015000000000015 30.303340300000002 30.362494150000003 59.933037250000005 21.500000000000004 30.345769800000003 112.00500000000001 81.02500000000002 73.00500000000001 17.500000000000004 64.405000000000015 59.982409200000006 18.500000000000004 75.010000000000005 59.939085000000013 70.50500000000001 30.315889700000003 71.715000000000018 69.015000000000015 69.605000000000004 30.260128500000004 37.401708450000008 59.898927250000007 59.882709350000006 69.015000000000015 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 4 3 -3 -2 22 7 10 9 13 11 12 -7 -9 -15 16 18 -17 -16 20 -18 -21 -6 24 -24 26 27 -8 -29 -30
right_child=1 2 -4 -5 5 6 25 8 -10 -11 -12 -13 -14 14 15 17 19 -19 -20 21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-39.015421776244466 162.55081187635923 14683.047166571103 410.18226631493246 4117.3678172240361 -2037.6987328758632 -7923.7181968180339 -10800.547942253914 10871.218434942337 4520.8696866557348 236262.94962053574 167065.87872023811 -42124.337735242916 31302.383548990889 265172.46101190476 -7016.0693415178575 75515.824356356534 -4009.6994969223488 326566.60455163044 197628.49851762821 201302.60136393231 -188841.16636029413 16302.974596252441 -115381.93348541261 -20621.237833451836 55522.672187500008 -1748.3970721735202 2512.9219190728036 -92823.708260904954 -34880.816425981917 116711.15047607422
leaf_weight=3147398 659711 8639 148933 13663 1851 1170 6677 168 1122 70 21 391 576 21 35 55 66 23 78 30 34 60 120 1710 25 77626 2967 240 292 32
leaf_count=3147398 659711 8639 148933 13663 1851 1170 6677 168 1122 70 21 391 576 21 35 55 66 23 78 30 34 60 120 1710 25 77626 2967 240 292 32
internal_value=0 132.552 1426.06 8210.14 -160.752 -2395.05 -1930.59 13257.4 31879.5 79842.6 -1947.55 -3608.42 5016.85 60633.1 81429.1 71301.5 51160 149544 134243 1747.46 -66852.4 77969.5 -13894.2 -25725.1 -85915.6 -2608.43 -9148.47 -13926.7 -50936.4 -19908.8
internal_weight=0 926406 171235 22302 755171 95460 91754 3920 1762 640 2158 2137 1746 570 402 381 303 78 113 190 100 90 3706 1855 145 87834 10208 7241 564 324
internal_count=4073804 926406 171235 22302 755171 95460 91754 3920 1762 640 2158 2137 1746 570 402 381 303 78 113 190 100 90 3706 1855 145 87834 10208 7241 564 324
is_linear=0
shrinkage=0.1


Tree=1723
num_leaves=31
num_cat=0
split_feature=4 0 1 1 6 4 6 4 6 4 6 5 1 3 1 6 6 7 1 1 4 4 6 3 6 4 4 6 6 4
split_gain=2.12021e+12 1.70783e+13 5.45909e+13 1.99123e+14 9.35182e+13 9.15047e+13 8.76183e+13 1.11932e+14 9.75963e+13 2.10143e+14 1.11355e+14 7.20585e+13 6.88541e+13 8.02769e+13 8.04077e+13 5.88975e+13 1.26755e+14 5.66502e+13 5.41398e+13 5.10127e+13 4.90465e+13 1.07474e+14 1.53998e+14 7.68768e+13 9.64028e+13 6.30032e+13 7.97219e+13 8.24253e+13 1.78718e+14 6.02213e+13
threshold=10.500000000000002 43.6005307 39.763755750000009 39.777866350000004 97.020000000000024 14.500000000000002 60.005000000000003 11.500000000000002 62.995000000000012 13.500000000000002 64.405000000000015 1.5000000000000002 39.735861600000007 14.500000000000002 39.749243900000003 57.995000000000012 55.015000000000008 6.0000000000000009 39.723160900000003 39.723160900000003 15.500000000000002 19.500000000000004 56.205000000000005 5.5000000000000009 43.205000000000005 17.500000000000004 16.500000000000004 56.010000000000012 46.010000000000012 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 4 5 6 17 12 18 9 -9 -10 -7 20 15 -15 16 -14 -4 -8 -11 23 25 -23 29 -25 26 -22 28 -28 -2
right_child=1 -3 3 -5 -6 11 7 8 10 19 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=55.826385104173198 24572.706423854295 -127.21082252037493 -14628.333068426726 2366.5019758149188 -27129.201590130015 -34931.488461578207 87714.775312500016 -87340.712734375003 -49021.844383726733 121354.05996413935 33815.788029534015 -117637.5373588498 17041.417254605076 232632.92304687502 31872.863141741076 -96570.191081542973 213361.4161328125 164986.88110795454 289221.2452311198 260826.11178668478 -72200.69453373806 -8170.2611018183252 152698.29716796876 34971.094330955042 -42653.156089187149 -91580.037228379369 -24431.364241108142 -96499.004765624995 227025.91657986111 120003.42343334442
leaf_weight=2547999 223 1510222 87 10271 539 189 30 40 188 61 1186 238 545 38 42 40 35 22 24 46 157 397 70 294 351 215 76 40 45 94
leaf_count=2547999 223 1510222 87 10271 539 189 30 40 188 61 1186 238 545 38 42 40 35 22 24 46 157 397 70 294 351 215 76 40 45 94
internal_value=0 -93.2266 3200.35 -734.376 12103.7 -60154.4 17094.7 35789.9 30766.9 108211 22481.4 -81029.9 6033.39 32958.8 127234 20794.2 28888.3 21624.3 177273 181314 -3573 -19080.5 15942.8 12547.1 -7270.94 -49767 -21497.1 27946.7 69085.8 52870.8
internal_weight=0 1.5258e+06 15583 10807 4776 536 4237 1575 1521 147 1374 427 2662 700 80 620 580 109 54 107 1962 1000 467 962 645 533 318 161 121 317
internal_count=4073804 1525805 15583 10807 4776 536 4237 1575 1521 147 1374 427 2662 700 80 620 580 109 54 107 1962 1000 467 962 645 533 318 161 121 317
is_linear=0
shrinkage=0.1


Tree=1724
num_leaves=31
num_cat=0
split_feature=3 0 1 1 5 4 4 7 0 1 6 3 1 0 0 1 6 6 4 1 6 1 6 0 6 6 1 6 6 4
split_gain=2.16326e+12 2.95618e+13 4.12009e+13 3.79447e+13 3.23171e+13 5.78915e+13 3.45804e+13 4.32016e+13 6.57521e+13 5.37602e+13 3.46971e+13 3.1838e+13 3.0519e+13 5.72633e+13 1.12427e+14 1.38352e+14 6.2993e+13 5.37315e+13 4.7774e+13 3.9341e+13 5.38639e+13 3.62706e+13 3.34333e+13 3.00483e+13 3.19206e+13 4.63318e+13 4.04918e+13 5.21555e+13 2.76568e+13 2.59084e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 39.069277450000008 4.5000000000000009 18.500000000000004 22.500000000000004 6.0000000000000009 45.001720900000002 39.873894000000007 66.990000000000023 12.500000000000002 39.029038350000008 45.001720900000002 45.029425500000009 39.038055050000004 88.825000000000003 64.405000000000015 20.500000000000004 39.033214400000013 81.02500000000002 39.044653900000007 59.245000000000012 45.059854000000009 80.030000000000015 100.05000000000001 39.008519500000006 118.04500000000002 67.91500000000002 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 12 6 11 -5 9 10 -8 -9 -6 -4 21 17 18 -17 -15 22 20 -19 -14 -16 24 -3 29 27 -27 -11 -26
right_child=1 23 3 4 5 -7 7 8 -10 28 -12 -13 13 14 15 16 -18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-31.388529609358478 -73227.121432834203 -5153.036426840863 2834.7868961635195 1076.0953032837406 -31949.352773437498 49912.918111746658 -23517.978445974324 19777.914156916471 -13494.875619150682 166218.791171875 88807.306920554431 -194834.67149739584 63966.245079040527 17344.690673202316 9002.8737709879933 -24902.135301703922 -140336.78153125002 222113.4900862069 -24551.588643208168 40639.41941505469 52594.251621462266 -13238.004731581495 31453.136414190005 17.663513531653763 -64239.243569188475 -3861.5243550145351 -30577.775103635202 166295.89047379035 25816.508277925532 2602.3964680989584
leaf_weight=3436249 72 3374 27048 17070 20 28 1781 422 874 20 88 30 64 1587 1929 867 50 29 310 1055 53 1237 1011 577947 298 43 98 31 47 72
leaf_count=3436249 72 3374 27048 17070 20 28 1781 422 874 20 88 30 64 1587 1929 867 50 29 310 1055 53 1237 1011 577947 298 43 98 31 47 72
internal_value=0 169.176 2370.18 2468.04 -966.56 -65211.1 -719.733 -10204.5 3155.2 -20209.8 31688.9 -129681 4454.34 9801.7 13434.5 3107.19 -31196.3 29232.5 12786.1 45825.3 112546 -9440.1 16723 -41.4895 -8771.65 -31297.8 11584.3 67420.6 67727.6 -51232.2
internal_weight=0 637555 55692 55620 20380 78 20302 3232 1384 1848 510 50 35240 8192 6891 4167 917 2724 3250 1137 82 1301 2940 581863 3916 542 172 74 67 370
internal_count=4073804 637555 55692 55620 20380 78 20302 3232 1384 1848 510 50 35240 8192 6891 4167 917 2724 3250 1137 82 1301 2940 581863 3916 542 172 74 67 370
is_linear=0
shrinkage=0.1


Tree=1725
num_leaves=31
num_cat=0
split_feature=6 6 1 5 6 1 4 2 1 2 4 3 0 7 1 7 4 1 4 4 1 1 0 0 1 1 4 4 3 0
split_gain=2.07031e+12 1.34341e+13 3.93872e+13 2.78027e+13 2.37733e+13 7.42814e+13 7.36442e+13 6.75166e+13 4.88696e+13 4.55501e+13 3.78736e+13 3.61528e+13 3.27278e+13 2.87484e+13 3.03593e+13 2.81215e+13 2.61836e+13 4.66358e+13 2.77299e+13 4.50541e+13 3.23313e+13 9.74136e+13 6.83768e+13 1.07879e+14 1.23224e+14 4.6238e+13 4.55062e+13 4.53473e+13 8.24882e+13 5.64463e+13
threshold=42.005000000000003 46.010000000000012 37.957884500000006 2.5000000000000004 49.010000000000012 37.978059650000013 5.5000000000000009 2810.0000000000005 38.166910000000009 75.000000000000014 18.500000000000004 3.5000000000000004 55.806294650000005 6.0000000000000009 37.858952300000006 6.0000000000000009 7.5000000000000009 30.323041000000003 26.500000000000004 31.500000000000004 37.442254400000003 37.488790500000007 55.649510000000014 55.685785750000008 37.46219940000001 30.323041000000003 15.500000000000002 8.5000000000000018 5.5000000000000009 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 12 -10 -8 -3 -13 16 -7 17 -15 20 -20 25 22 -22 -24 -25 27 -27 28 29 -18
right_child=1 4 -4 -5 -6 8 7 -9 10 -11 -12 13 -14 14 -16 -17 18 -19 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=98.667906912334388 959.6506083428884 -12510.288725812812 -1105.7282218791393 22634.542362147742 -63.395214243065347 17480.865840969298 -13957.960396832324 4521.049484554861 1250.7631057816898 5778.9513431432943 6882.5446568156076 -8257.1951491310738 -76750.980829366061 -142858.08252232143 -24754.181631086714 -4916.4848398932863 101953.16952401621 8932.2186360677078 -40426.9745130995 9445.1949488096889 26914.043410402304 2689.6946987814626 205199.38655395509 104397.77943840581 -158665.24518229169 -30393.617871144859 -1298.9780838478769 4521.4663096438171 125038.02590853231 -76263.307782451928
leaf_weight=1397217 109917 456 328940 595 2004014 2989 6109 6019 172355 10643 12830 12504 96 35 494 690 27 48 389 339 383 2401 64 69 24 836 1506 1674 89 52
leaf_count=1397217 109917 456 328940 595 2004014 2989 6109 6019 172355 10643 12830 12504 96 35 494 690 27 48 389 339 383 2401 64 69 24 836 1506 1674 89 52
internal_value=0 -51.5061 -556.986 1076.35 47.788 1003.57 -2683.94 -5057.64 1867.67 4326.27 1640.94 -7189.58 -23682.6 -5214.42 -701.152 13280.2 796.101 -55075.7 1386.62 -17203.5 3286.08 11320.7 49696.9 105275 36510.5 -2361.61 -11684.6 9492.05 59020.4 -15353.9
internal_weight=0 2.67659e+06 439452 110512 2.23714e+06 233121 44257 33062 188864 11195 185185 27043 552 20934 8430 3679 7936 83 7853 728 7125 2941 540 157 93 4184 2342 1842 168 79
internal_count=4073804 2676587 439452 110512 2237135 233121 44257 33062 188864 11195 185185 27043 552 20934 8430 3679 7936 83 7853 728 7125 2941 540 157 93 4184 2342 1842 168 79
is_linear=0
shrinkage=0.1


Tree=1726
num_leaves=31
num_cat=0
split_feature=1 6 6 1 2 5 6 4 4 6 1 5 0 3 3 5 4 3 6 6 4 2 0 1 6 6 3 3 7 1
split_gain=2.09315e+12 8.73572e+12 1.06158e+13 1.10531e+13 1.07997e+13 1.39202e+13 9.57087e+12 1.05153e+13 2.87837e+13 1.64639e+13 1.54349e+13 3.35663e+13 2.32908e+13 1.97025e+13 1.51897e+13 2.64224e+13 1.4379e+13 1.3898e+13 1.29647e+13 1.1402e+13 1.12975e+13 2.38432e+13 2.19421e+13 2.87845e+13 1.22729e+13 1.23726e+13 1.2936e+13 1.09991e+13 1.09334e+13 1.26142e+13
threshold=91.292296250000007 85.020000000000024 83.010000000000005 92.90968070000001 5325.0000000000009 3.5000000000000004 99.050000000000011 15.500000000000002 14.500000000000002 112.00500000000001 92.865667950000017 3.5000000000000004 56.041614100000011 5.5000000000000009 16.500000000000004 3.5000000000000004 21.500000000000004 18.500000000000004 101.02000000000002 103.03500000000001 10.500000000000002 5325.0000000000009 56.020150250000007 92.865667950000017 105.00500000000001 112.00500000000001 9.5000000000000018 5.5000000000000009 6.0000000000000009 92.791023150000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 8 20 -10 11 27 14 -14 18 17 -15 -16 -12 -20 28 22 23 -22 -23 -26 -27 -9 -8 -30
right_child=1 6 3 4 -6 -7 7 10 9 -11 12 -13 13 16 15 -17 -18 -19 19 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=-13.638970946053295 272.35447986429898 6944.475010876703 3116.8790607780707 -9096.1072484853321 -7168.7219166877185 -52255.708540424552 1340.2723048413723 23982.842033743353 131053.8791087963 12995.859747023809 14542.992064732141 64816.292970018265 -40686.022358630958 68616.356797960078 91547.13902209053 -82051.918137613931 -17509.895828683038 -7225.2453125000002 -101713.96149440458 -41973.691097839881 33263.747779605263 -47603.783268821026 5303.5177049512995 147481.09250217016 55777.026105057565 25951.693157327587 -73299.046093750003 -34221.649754464284 -75188.527170138885 -11334.649674516158
leaf_weight=3931467 132929 4120 488 147 518 152 2614 47 27 21 35 77 42 63 29 24 28 28 37 234 57 55 77 36 38 29 24 105 36 220
leaf_count=3931467 132929 4120 488 147 518 152 2614 47 27 21 35 77 42 63 29 24 28 28 37 234 57 55 77 36 38 29 24 105 36 220
internal_value=0 376.72 184.241 -8791.08 -15903.8 -31036.8 3565.31 69.9142 2542.64 79403.5 -10606.7 11025.2 -20133.1 15968 -32539.9 5966.84 42116 43027.4 -42732.9 -50130.1 1384.66 19330.6 44786.6 77476.9 -10310 12230.2 -18992 -16224.2 -591.268 -20314.1
internal_weight=0 142337 134234 1305 817 299 8103 3983 3234 48 749 229 520 133 387 81 91 57 306 271 3186 316 170 93 146 91 53 152 2870 256
internal_count=4073804 142337 134234 1305 817 299 8103 3983 3234 48 749 229 520 133 387 81 91 57 306 271 3186 316 170 93 146 91 53 152 2870 256
is_linear=0
shrinkage=0.1


Tree=1727
num_leaves=31
num_cat=0
split_feature=2 1 7 4 0 6 1 3 0 0 3 6 5 4 6 1 5 4 4 0 0 1 0 0 1 0 6 0 1 6
split_gain=2.08475e+12 1.27805e+13 1.02941e+14 4.91949e+13 9.74136e+13 2.80933e+13 2.4282e+13 2.88508e+13 2.39329e+13 2.14264e+13 1.78759e+13 1.67315e+13 2.41955e+13 1.73938e+13 2.84681e+13 2.27392e+13 1.57389e+13 1.29523e+13 1.25287e+13 1.82658e+13 5.10072e+13 1.38656e+13 1.18499e+13 1.1749e+13 2.1391e+13 1.41127e+13 4.28858e+13 4.08625e+13 6.82011e+13 5.27694e+13
threshold=451.00000000000006 36.593086150000012 6.0000000000000009 11.500000000000002 55.876067900000002 67.445000000000007 36.049731800000011 11.500000000000002 56.324067350000007 56.228352100000002 14.500000000000002 32.515000000000008 1.5000000000000002 4.5000000000000009 47.005000000000003 36.049731800000011 2.5000000000000004 11.500000000000002 6.5000000000000009 55.702806750000008 55.685785750000008 36.049731800000011 56.760749800000006 54.431501800000014 38.657016300000002 55.071632200000003 97.020000000000024 55.111813300000001 38.430814800000007 80.030000000000015
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 6 11 -5 -8 9 10 16 -1 -13 14 -14 -15 17 18 21 20 -20 -4 23 24 -3 26 -25 28 -27 -30
right_child=-2 22 8 4 -6 -7 7 -9 -10 -11 -12 12 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=4073.4821826628281 -31.94531952794156 68674.178303571432 39040.068457031251 -74506.031030273443 183474.93052884616 -31307.884389159335 -9956.9874453125012 132154.01235351563 105523.85897381758 -78893.593242187504 -54292.582508680556 -25311.161207832247 -2360.1899429848804 13287.205949575109 -31021.331992160071 -10022.426885468092 63634.867650923297 5723.4126291873272 35040.07819655013 21291.015999064413 170956.16315789474 -17009.740061732704 -29642.964373825191 -2115.2191669605286 -5974.5908185891549 -33022.322917900419 -49527.354279418316 210.80049014571583 10666.336499723404 60475.944997829865
leaf_weight=896 3396489 70 93 32 39 594 50 20 37 20 27 917 781 731 623 979 110 271 101 143 38 84 133 16591 85 343 193 649200 3889 225
leaf_count=896 3396489 70 93 32 39 594 50 20 37 20 27 917 781 731 623 979 110 271 101 143 38 84 133 16591 85 343 193 649200 3889 225
internal_value=0 160.194 -4223.51 -9274.01 49053.6 -10763.6 -2342.77 30646.2 26724.5 23437.4 25798 -8286.81 -11034.2 -6830 -15078.1 -57.8996 28372.4 23058.8 33293.9 46383 72197 12440.2 203.238 209.158 27737.8 202.794 -2660.41 276.312 9818.67 13390.5
internal_weight=0 677315 6586 5662 141 5521 102 70 924 887 867 4927 4031 3114 1404 1710 840 730 459 282 139 177 670729 670596 155 670441 16784 653657 4457 4114
internal_count=4073804 677315 6586 5662 141 5521 102 70 924 887 867 4927 4031 3114 1404 1710 840 730 459 282 139 177 670729 670596 155 670441 16784 653657 4457 4114
is_linear=0
shrinkage=0.1


Tree=1728
num_leaves=31
num_cat=0
split_feature=4 1 4 6 1 6 1 6 6 0 6 1 3 6 1 1 0 0 1 6 1 1 4 0 6 6 0 0 7 1
split_gain=2.05003e+12 1.62372e+13 3.33367e+13 4.72764e+13 9.28203e+13 5.77947e+13 4.68673e+13 5.62152e+13 7.08006e+13 6.91354e+13 6.6524e+13 5.54637e+13 9.22267e+13 7.83068e+13 5.33441e+13 6.94398e+13 6.02443e+13 4.44732e+13 4.07601e+13 4.07563e+13 4.01101e+13 7.65013e+13 5.55791e+13 5.24436e+13 6.25224e+13 4.96714e+13 4.77692e+13 4.26818e+13 4.38273e+13 4.18346e+13
threshold=10.500000000000002 37.957884500000006 14.500000000000002 91.02500000000002 38.066230450000006 73.995000000000019 39.689978950000004 120.05000000000001 134.05000000000004 45.053967500000006 116.05000000000001 38.977585500000011 4.5000000000000009 108.05000000000001 38.97264950000001 38.958307950000012 45.040161900000008 55.801384500000005 38.965413050000002 112.00500000000001 38.247071200000008 38.657016300000002 24.500000000000004 55.922096200000006 84.810000000000016 86.920000000000016 55.303261650000003 55.702806750000008 6.0000000000000009 38.066230450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 9 14 11 -11 12 -6 -14 15 -9 -16 -5 -15 -13 23 22 26 24 -4 -26 -22 -27 29 -29
right_child=1 2 20 4 6 -7 -8 8 -10 10 -12 19 13 18 16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=54.894598321751118 285.26236539547006 -1434.1575498452953 -4022.5765393182501 122085.39415220282 -27881.262696781017 -7221.7366859307531 5310.8085145471996 -90870.231801470596 -11351.354960732831 -23564.130888550473 58695.223914930553 5199.1995084635419 34381.493204752609 85324.524654017863 44961.734075797875 -288721.11249999999 -113508.07452965561 10787.701891447368 202861.96090686275 -100668.58448893229 74338.432750781343 6.845447263274699 133753.67792467948 6991.6092652486259 -67197.264458349411 2843.0375412072867 11333.976040338517 -17385.114119342554 -120838.78005022321 -115838.01932576497
leaf_weight=2547999 653419 124273 26945 97 133 20036 12493 68 334 1096 108 150 216 70 47 24 49 57 51 48 125 677250 39 4140 243 535 3227 428 56 48
leaf_count=2547999 653419 124273 26945 97 133 20036 12493 68 334 1096 108 150 216 70 47 24 49 57 51 48 125 677250 39 4140 243 535 3227 428 56 48
internal_value=0 -91.6705 -373.994 -1681.63 3653.62 -2237.71 2854.63 -9962.85 -38981.9 -1871.02 -16185.4 23929.1 42631.6 70460.2 -88070.1 -142484 -35923.9 80890.8 134865 -20465.7 -81.7623 81.8633 15064.4 -3519.65 -5059.79 -26393.8 13683.5 -17101.2 -37157.9 -27313.1
internal_weight=0 1.5258e+06 872386 159350 15041 144309 14887 2394 522 1872 1204 668 470 337 188 92 96 154 121 198 713036 680641 3391 32395 28255 1310 3352 1067 532 476
internal_count=4073804 1525805 872386 159350 15041 144309 14887 2394 522 1872 1204 668 470 337 188 92 96 154 121 198 713036 680641 3391 32395 28255 1310 3352 1067 532 476
is_linear=0
shrinkage=0.1


Tree=1729
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 6 1 0 4 6 6 3 6 6 3 3 3 6 1 5 3 7 0 1 1 0 6 1 7
split_gain=2.25966e+12 1.12465e+13 3.63213e+13 1.0704e+14 1.56563e+14 1.30416e+14 4.6335e+13 4.3313e+13 3.29639e+13 4.55734e+13 4.99699e+13 3.50522e+13 3.43947e+13 5.92219e+13 4.0291e+13 1.31043e+14 3.16087e+13 3.01683e+13 4.40112e+13 9.20119e+13 6.48322e+13 3.88243e+13 3.35699e+13 2.98416e+13 4.30753e+13 6.95544e+13 5.88913e+13 5.45761e+13 4.71793e+13 4.13634e+13
threshold=19.500000000000004 45.022979600000006 45.029425500000009 38.948208550000011 38.958307950000012 92.02500000000002 71.715000000000018 38.91194105000001 45.015054600000006 21.500000000000004 64.805000000000021 168.45000000000002 10.500000000000002 120.05000000000001 116.05000000000001 13.500000000000002 15.500000000000002 16.500000000000004 118.04500000000002 38.965413050000002 2.5000000000000004 20.500000000000004 6.0000000000000009 45.040161900000008 39.023883200000007 38.989878900000008 45.036141150000006 95.045000000000016 39.105193450000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -3 -2 10 -10 12 13 -11 -14 -16 -7 -6 19 20 22 -20 -19 24 25 -4 -27 29 -29 -26
right_child=1 2 23 4 17 16 -8 -9 9 11 -12 -13 14 -15 15 -17 -18 18 21 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=27.040346354273396 -1434.3704732450913 -4304.3682046904823 -10159.8389280021 20727.229606119792 4734.4902363074025 -264889.4296875 152355.89864783656 -118546.81849300988 -13323.279859399014 -34808.690040978574 89562.536383928571 -156562.12484375 -16935.424345331608 -195765.28815104169 273389.95148809528 -18827.784960937501 -100289.34023437501 47257.133780477336 -111860.24376488663 18205.470460873559 246536.39791666667 18837.630924479166 184909.10553533383 -112.41873622497798 -28357.732881256106 53085.767027581438 -2734.8448664589537 -105232.14719422926 57343.905040922626 5754.3505345626618
leaf_weight=3599339 15328 262 2117 36 2421 28 104 38 122 481 77 20 552 24 21 57 20 91 41 672 27 51 22 449439 950 378 378 119 21 568
leaf_count=3599339 15328 262 2117 36 2421 28 104 38 122 481 77 20 552 24 21 57 20 91 41 672 27 51 22 449439 950 378 378 119 21 568
internal_value=0 -205.131 -112.191 9607.03 14916.8 -43262.1 118509 -18775.1 -2755.55 -17712 26486.8 -25327.2 -23014.7 -42458.1 -7429.13 59846.2 -196306 10555.1 26143.1 33570.1 107321 -39408.2 74056.6 -193.825 -8268.71 -861.723 25175.5 -21103.6 -80845.7 -15593.8
internal_weight=0 474465 457783 3813 3465 348 140 300 16682 1354 199 1155 1135 505 630 78 48 3325 904 812 140 92 113 453970 4531 2873 756 1658 140 1518
internal_count=4073804 474465 457783 3813 3465 348 140 300 16682 1354 199 1155 1135 505 630 78 48 3325 904 812 140 92 113 453970 4531 2873 756 1658 140 1518
is_linear=0
shrinkage=0.1


Tree=1730
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 4 6 1 1 4 4 4 6 6 7 6 6 5 6 4 1 1 6 4 6 1 4 3 1
split_gain=1.99834e+12 9.54746e+12 5.17199e+13 8.48806e+13 3.47736e+13 3.44245e+13 5.45643e+13 4.45283e+13 5.75167e+13 1.45534e+14 1.21507e+14 1.3589e+14 4.97352e+13 4.44048e+13 4.0232e+13 3.71503e+13 3.19042e+13 2.92526e+13 4.8142e+13 2.88312e+13 2.79733e+13 4.26962e+13 4.99515e+13 3.51342e+13 2.65829e+13 2.46742e+13 2.40807e+13 2.94152e+13 8.09723e+13 3.63448e+13
threshold=44.990874950000006 44.739668300000005 37.740454950000007 38.430814800000007 5.5000000000000009 44.895258050000002 8.5000000000000018 56.805000000000007 37.234509300000006 37.318079750000003 11.500000000000002 15.500000000000002 12.500000000000002 118.04500000000002 120.05000000000001 6.0000000000000009 39.995000000000012 92.02500000000002 2.5000000000000004 42.205000000000005 7.5000000000000009 38.657016300000002 38.893394150000006 108.05000000000001 9.5000000000000018 67.91500000000002 37.682335600000009 4.5000000000000009 2.5000000000000004 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 17 14 -8 -9 10 -10 25 13 -11 15 -7 -5 -3 24 -4 -18 -22 -23 -24 -19 -12 27 28 -20 -29
right_child=-2 2 3 16 -6 6 7 8 9 12 11 -13 -14 -15 -16 -17 20 18 26 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=52.956418823866755 16.921494358734115 -571.75153110767803 -1857.5335577645726 7047.9319870600266 -39854.356192168299 -800.95798503034621 7215.4954164059809 -8578.9016397065297 4507.4854352678576 52688.46907887984 255548.8316706731 57892.35223277699 -1320.6338923518206 -99326.732109375007 84587.322626201931 -35390.547845994377 -458.18032692454966 -21823.52634244792 -22269.45417108051 -22054.489818064754 66540.536425642538 -50500.491266417579 -8827.3989867981181 -135754.46395596591 -101280.6544784546 399443.28295454546 -69432.006118412348 24856.383734100193 169717.68022321429 -26554.757990503207
leaf_weight=175999 3849121 25256 1091 2858 684 3372 3256 311 42 490 26 33 373 20 52 342 4545 75 59 2007 66 345 2503 22 96 22 59 199 35 445
leaf_count=175999 3849121 25256 1091 2858 684 3372 3256 311 42 490 26 33 373 20 52 342 4545 75 59 2007 66 345 2503 22 96 22 59 199 35 445
internal_value=0 -289.888 -1529.31 -6628.59 -19447.5 554.037 6150.59 13491.3 29006.8 40626.2 142535 214105 26430.6 46727.1 -2763.11 -3986.11 -1939.45 -1225.62 -18285.6 -14941.9 -5372.94 -12981.1 -14809.8 -9933.3 -66431 321500 -7955.73 -3040.96 49215.1 -10668.4
internal_weight=0 224683 48684 14121 3782 34563 8339 4573 1317 1006 123 81 883 510 3766 3714 10339 26224 968 3098 7481 2936 2870 2525 171 48 797 738 94 644
internal_count=4073804 224683 48684 14121 3782 34563 8339 4573 1317 1006 123 81 883 510 3766 3714 10339 26224 968 3098 7481 2936 2870 2525 171 48 797 738 94 644
is_linear=0
shrinkage=0.1


Tree=1731
num_leaves=31
num_cat=0
split_feature=4 3 7 6 0 1 0 3 6 1 6 6 6 6 0 1 1 6 0 1 0 5 0 1 1 6 6 1 0 1
split_gain=2.01794e+12 1.18735e+13 1.45489e+13 3.04304e+13 2.41583e+13 2.37421e+13 2.12553e+13 3.92765e+13 5.82783e+13 3.82334e+13 4.73632e+13 3.64076e+13 3.18669e+13 6.80559e+13 8.97431e+13 5.80866e+13 1.36834e+14 3.67478e+13 5.06037e+13 2.98386e+13 3.54294e+13 2.64305e+13 2.59304e+13 3.84683e+13 2.23124e+13 2.62659e+13 2.50919e+13 7.93386e+13 7.84042e+13 3.14224e+13
threshold=3.5000000000000004 1.5000000000000002 6.0000000000000009 120.05000000000001 43.687280500000007 103.8879505 44.739668300000005 2.5000000000000004 189.00000000000003 33.882313700000005 64.805000000000021 40.205000000000005 80.720000000000013 75.605000000000004 43.550475500000012 39.735861600000007 39.843340650000009 118.04500000000002 43.687280500000007 40.024897700000004 44.601833250000006 3.5000000000000004 43.550475500000012 44.064675150000006 39.723160900000003 54.410000000000004 59.815000000000005 39.366401150000009 44.046956350000009 37.768783500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 10 -9 19 13 22 -15 17 -17 18 -14 20 -3 -18 23 -11 25 -24 28 29 -27 -28
right_child=-2 2 3 -5 5 -7 -8 8 -10 12 -12 -13 15 14 -16 16 21 -19 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=1089.6973770745369 -17.458997702271358 -27013.836578913786 -19429.350691204494 -35160.543032520509 -880.91015061369262 -31408.881169847511 -371.37572434023997 7094.0707880434784 181109.43377976189 53161.36952355587 214811.59151785716 6091.1133464684472 196591.26365489131 280228.52120028407 37108.723070790817 -213045.03229166666 -39353.624542157064 -69465.85364583334 19949.516306818183 6465.4394491103521 14873.401009590394 57113.916803385422 7009.4803223115159 -1748.9225767282342 -4524.1999797409135 258889.00580357143 -1811.762972383721 -94687.289716796891 18123.543780838816 103956.10089699074
leaf_weight=103034 3837650 1087 818 299 10647 261 112738 23 21 330 21 3792 23 22 49 42 77 24 55 683 248 45 532 208 852 21 43 40 38 81
leaf_count=103034 3837650 1087 818 299 10647 261 112738 23 21 330 21 3792 23 22 49 42 77 24 55 683 248 45 532 208 852 21 43 40 38 81
internal_value=0 283.72 -340.102 -3657.63 -2854.34 -1611.36 -10.6642 4855.42 15209.6 13830.4 106232 316.344 12192.3 16118.1 112442 -20512.6 -57365.8 38741.6 72036.2 -10535 -19232.5 -3771.33 12929.7 31932.1 6568.04 19085.4 47894.2 27774.7 103820 67278.5
internal_weight=0 236154 133120 12025 11726 10908 121095 8357 2547 2526 44 5810 2482 2216 71 266 164 102 78 2018 1335 122 2145 538 1607 755 223 164 59 124
internal_count=4073804 236154 133120 12025 11726 10908 121095 8357 2547 2526 44 5810 2482 2216 71 266 164 102 78 2018 1335 122 2145 538 1607 755 223 164 59 124
is_linear=0
shrinkage=0.1


Tree=1732
num_leaves=31
num_cat=0
split_feature=4 6 6 6 1 3 1 7 3 3 3 7 0 0 6 6 6 6 0 6 3 3 7 6 1 6 0 6 6 0
split_gain=1.9973e+12 3.91988e+12 8.03315e+12 1.87794e+13 7.83656e+12 5.02208e+12 9.63436e+12 1.42258e+13 1.36953e+13 1.62671e+13 1.2231e+13 1.12295e+13 1.02975e+13 9.33533e+12 1.05532e+13 9.35669e+12 8.18367e+12 7.67683e+12 7.47527e+12 7.01492e+12 6.12364e+12 5.50717e+12 5.74598e+12 1.46846e+13 1.20535e+13 6.48055e+12 5.54106e+12 5.46486e+12 7.86115e+12 5.67201e+12
threshold=37.500000000000007 101.02000000000002 84.810000000000016 89.00500000000001 37.649344350000007 29.500000000000004 37.755233900000007 6.0000000000000009 6.5000000000000009 24.500000000000004 5.5000000000000009 6.0000000000000009 55.858844800000007 55.834019500000004 63.415000000000006 49.485000000000007 46.010000000000012 68.00500000000001 55.749683450000006 52.990000000000002 17.500000000000004 30.500000000000004 6.0000000000000009 57.715000000000011 37.740454950000007 45.305000000000007 55.806294650000005 45.005000000000003 40.905000000000008 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 -10 -8 -12 13 14 15 16 27 20 19 -17 -16 -7 24 25 -23 -24 -25 28 29 -9
right_child=1 -3 3 4 -6 21 10 12 9 -11 11 -13 -14 -15 17 18 -18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=1.3325866776327933 -36098.114874999999 30938.570660400394 -119403.191875 43590.332402343753 -43873.788011532743 55199.311775716153 44046.753312500005 -6788.1013644236446 70451.192385416667 -20068.40590277778 -55242.976270517676 -11238.455004185269 -66640.637210648143 39340.782376163566 82178.086227139574 -55305.308058135364 50309.093554687504 -245.17352980936855 -82010.835149739578 -6115.5403444102121 12718.099134114585 78010.634516433187 -9623.9134249705203 -2694.3553185096152 -298.69357710040987 -63736.323355263157 59033.182717803029 -61123.500102539059 37071.314613970593 -59739.946250000008
leaf_weight=4072329 25 32 20 20 21 24 25 106 75 27 99 140 27 47 22 49 24 242 30 71 30 29 53 26 61 38 33 20 34 25
leaf_count=4072329 25 32 20 20 21 24 25 106 75 27 99 140 27 47 22 49 24 242 30 71 30 29 53 26 61 38 33 20 34 25
internal_value=0 -3679.15 -4446.83 -39960.8 -1208.36 -2879.28 -5808.62 -647.266 30232.6 46490.1 -22504.8 -29466.3 -6041.68 -3704.3 -6802.49 -18306.8 -4629.97 7245.34 -37363.3 -26201.4 42105 9526.01 4958.68 -7026.71 24934.3 -32220.3 31831.2 -11757.2 -5773.41 -16893.4
internal_weight=0 1475 1443 61 41 1382 1118 854 127 102 264 239 727 700 653 359 209 294 150 120 52 264 240 150 90 91 59 185 165 131
internal_count=4073804 1475 1443 61 41 1382 1118 854 127 102 264 239 727 700 653 359 209 294 150 120 52 264 240 150 90 91 59 185 165 131
is_linear=0
shrinkage=0.1


Tree=1733
num_leaves=31
num_cat=0
split_feature=0 6 6 6 4 4 6 1 6 3 6 5 6 6 4 6 3 5 6 6 3 3 6 5 6 6 3 4 5 4
split_gain=1.9553e+12 5.90058e+12 1.59359e+13 1.48885e+13 1.24907e+13 2.01215e+13 2.87601e+13 2.0368e+13 2.55076e+13 1.39932e+13 1.47815e+13 1.28917e+13 1.1938e+13 1.04994e+13 2.08645e+13 1.43628e+13 9.88949e+12 2.35911e+13 1.02867e+13 1.9853e+13 9.0573e+12 1.34533e+13 2.2859e+13 8.77293e+12 3.19855e+13 1.32852e+13 1.2858e+13 8.72312e+12 7.76975e+12 1.09441e+13
threshold=42.965693300000005 87.015000000000015 79.710000000000022 74.015000000000015 10.500000000000002 13.500000000000002 91.02500000000002 47.504912950000005 118.04500000000002 11.500000000000002 104.01000000000001 2.5000000000000004 102.04000000000001 82.00500000000001 12.500000000000002 84.00500000000001 4.5000000000000009 2.5000000000000004 142.05000000000004 125.02000000000002 7.5000000000000009 10.500000000000002 128.05000000000004 2.5000000000000004 59.815000000000005 62.010000000000012 3.5000000000000004 11.500000000000002 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 23 -3 6 11 8 -8 10 12 27 -9 -4 -15 -16 -7 -18 19 -19 -12 22 -22 25 -25 28 -27 -6 -1 -30
right_child=-2 4 13 -5 5 16 7 9 -10 -11 20 -13 -14 14 15 -17 17 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2193.4026991014935 4.3098664687560211 -9453.0683843119732 20477.554382835511 -12430.101061425916 -44696.960341282895 16671.096338691084 117513.9283882473 20980.712895996097 3288.965992647059 74317.547698479728 -23264.188755888099 -64355.964900568186 90697.716964285719 -4419.5354954170643 -12413.013541666667 70651.949652458643 19893.640455163044 -56033.380708312994 -112114.24166100545 52128.853398437503 8491.1273124499203 -32024.696359650985 126032.0150297619 -20416.42937661448 16455.096684865483 2230.5670441367411 -14683.46907651599 13855.84759378805 2685.0615207801529 23705.349120869359
leaf_weight=3860 4058099 2101 573 1094 38 61 46 200 34 37 136 55 28 622 30 68 69 112 23 20 78 46 21 310 976 704 1243 77 2771 272
leaf_count=3860 4058099 2101 573 1094 38 61 46 200 34 37 136 55 28 622 30 68 69 112 23 20 78 46 21 310 976 704 1243 77 2771 272
internal_value=0 -1113.65 -136.583 -1347.02 -4958.97 3775.63 11939.3 21844.7 68968.3 14940.2 10624 -24536.2 29542.5 10376.4 2337.49 45223.9 -19025.2 -28746.1 -50398.6 -39645.2 -4726.28 12661 33424 -150.802 7566.94 -1272.27 -8567.66 -5492.04 785.401 4563.97
internal_weight=0 15705 12523 11230 3182 1081 796 626 80 546 509 170 228 1293 720 98 285 224 155 132 281 145 99 10136 1286 8850 1947 115 6903 3043
internal_count=4073804 15705 12523 11230 3182 1081 796 626 80 546 509 170 228 1293 720 98 285 224 155 132 281 145 99 10136 1286 8850 1947 115 6903 3043
is_linear=0
shrinkage=0.1


Tree=1734
num_leaves=31
num_cat=0
split_feature=6 3 5 1 4 0 1 5 0 4 5 0 0 5 2 0 6 4 1 4 1 0 1 0 0 4 2 4 0 0
split_gain=1.93083e+12 1.10708e+13 1.81824e+13 1.24846e+13 1.59869e+13 1.00299e+13 8.73036e+12 1.77364e+13 5.84686e+13 3.46224e+13 1.24014e+13 1.6166e+13 5.12902e+13 5.76758e+13 1.53714e+13 2.99427e+13 1.93326e+13 1.97577e+13 1.47855e+13 1.50202e+13 1.98794e+13 1.99911e+13 3.27796e+13 1.46694e+13 1.32595e+13 2.72921e+13 2.75931e+13 1.46812e+13 1.20353e+13 1.79118e+13
threshold=27.215000000000003 1.5000000000000002 4.5000000000000009 38.109452700000006 5.5000000000000009 59.91832440000001 65.493200550000012 4.5000000000000009 55.520061350000013 5.5000000000000009 1.5000000000000002 45.047736150000013 45.036141150000006 2.5000000000000004 3999.0000000000005 44.046956350000009 21.020000000000003 3.5000000000000004 47.17130860000001 13.500000000000002 43.862029600000007 55.595177750000005 39.135518400000002 55.696737300000009 45.082176650000008 5.5000000000000009 2882.5000000000005 8.5000000000000018 54.94428030000001 54.94110555000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 24 12 14 -14 15 16 17 -12 19 -13 21 22 -21 -23 25 26 -3 -27 29 -8
right_child=-2 6 -4 -5 -6 -7 28 8 9 -11 11 18 13 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-5642.7271025030623 -10.063191959071409 -11527.761747126426 -82567.341741071432 -676.30008691020657 -19090.207909505931 18484.152028245193 1333.2526866240369 182980.1551630435 -87018.386689814826 76297.491750000001 144789.47109375001 -8019.1696428214464 13307.061696213945 239185.17787109377 -27406.420522673237 -7677.5691086272782 -11936.776345880682 42798.254274458857 1416.8375024320617 -78392.605937416534 -120114.81207965355 46870.879634232959 25514.581535823174 -17759.065208838452 2686.5913078504964 17850.277499160326 7910.0510991690644 1500.7715702311962 -2549.8359063169037 22084.46931604456
leaf_weight=1004 3988583 3286 28 12204 901 208 4436 23 27 25 22 1490 26 20 138 367 55 139 1241 117 23 44 41 174 41612 692 939 2662 12818 459
leaf_count=1004 3988583 3286 28 12204 901 208 4436 23 27 25 22 1490 26 20 138 367 55 139 1241 117 23 44 41 174 41612 692 939 2662 12818 459
internal_value=0 470.986 -2062.48 -1905.04 -9001.83 -1502.14 983.749 1624.38 50219.8 -8501.14 1555.73 -3874.46 9136.55 111515 2604.78 9708.64 39249.1 56734.9 -7062.78 -12633.6 -29865.3 -24344.7 -51429.3 -4714.49 1985.92 -1861.1 -7207.74 4874.01 -939.012 3279.08
internal_weight=0 85221 14345 14317 2113 1212 70876 53163 75 52 53088 3897 767 46 721 583 216 161 3130 1889 399 376 158 218 49191 7579 4225 3354 17713 4895
internal_count=4073804 85221 14345 14317 2113 1212 70876 53163 75 52 53088 3897 767 46 721 583 216 161 3130 1889 399 376 158 218 49191 7579 4225 3354 17713 4895
is_linear=0
shrinkage=0.1


Tree=1735
num_leaves=31
num_cat=0
split_feature=6 1 2 1 4 0 4 0 6 1 0 0 3 4 4 6 2 0 0 1 6 1 4 0 4 0 1 1 4 4
split_gain=1.95974e+12 1.43695e+13 2.03072e+13 1.68286e+13 1.71068e+13 2.00985e+13 3.30777e+13 4.06176e+13 2.80275e+13 1.58673e+13 1.95636e+13 2.1894e+13 2.62426e+13 1.56082e+13 2.4923e+13 1.42041e+13 1.39695e+13 1.10312e+13 6.47288e+13 6.94971e+13 1.03888e+14 8.19218e+13 3.6643e+13 1.85061e+13 1.77829e+13 1.74671e+13 4.36027e+13 4.37811e+13 2.15223e+13 2.02413e+13
threshold=31.005000000000006 37.649344350000007 2810.0000000000005 37.631035900000008 16.500000000000004 55.791814000000009 12.500000000000002 55.743464250000009 30.425000000000001 37.618684050000006 55.783232450000007 55.667390500000003 1.5000000000000002 8.5000000000000018 13.500000000000002 21.020000000000003 5062.5000000000009 55.759969450000007 55.749683450000006 37.517483500000004 27.215000000000003 37.563506350000004 19.500000000000004 55.579943700000008 22.500000000000004 55.783232450000007 37.600779750000008 37.586700500000006 16.500000000000004 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 9 5 6 7 -5 -7 17 11 -11 -13 -14 -15 -16 -4 18 23 -20 -21 22 -22 -1 25 26 27 29 -27 -19
right_child=-2 -3 16 4 -6 8 -8 -9 -10 10 -12 12 13 14 15 -17 -18 24 19 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=269.01651484016355 18.799382958618889 -549.45225868462228 -7688.7282712293527 16415.018065001124 -9003.2629736328126 28213.07898995536 159520.70067608173 150451.16877893519 -82845.119581761857 10926.8494651617 15542.979775661894 38379.25147460938 -92521.14264112903 24182.542467570758 -119319.53836495537 -41732.027079427091 894.22140581970746 -4753.106193435312 -29032.606255425351 22904.742521233518 25822.96623883929 327537.7001302084 187605.5078125 9252.2481318620721 -4047.0161792939598 2217.8015354468457 -153980.32593217329 121587.02875976563 14265.562660630238 -57740.120908717101
leaf_weight=5400 3794999 238865 3584 139 130 105 26 27 29 129 171 40 62 53 28 150 4027 299 72 109 28 24 28 3986 4715 14790 22 24 1648 95
leaf_count=5400 3794999 238865 3584 139 130 105 26 27 29 129 171 40 62 53 28 150 4027 299 72 109 28 24 28 3986 4715 14790 22 24 1648 95
internal_value=0 -255.891 1499.78 2593.85 21668.5 33899.6 54642.7 38216.1 4178.1 2320.96 -13353.6 -24049 -37598.2 -47970.6 -36013.3 -53936.8 -3147.47 2638.56 5449.91 54571.5 86420.7 172961 106714 4083.97 1382.54 2899.33 -16763.6 -9541.63 3425.66 -17529.2
internal_weight=0 278805 39940 32329 456 326 192 166 134 31873 633 462 333 293 231 178 7611 31240 9647 261 189 80 56 9386 21593 16878 440 418 16438 394
internal_count=4073804 278805 39940 32329 456 326 192 166 134 31873 633 462 333 293 231 178 7611 31240 9647 261 189 80 56 9386 21593 16878 440 418 16438 394
is_linear=0
shrinkage=0.1


Tree=1736
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 4 4 2 0 6 0 7 4 0 4 2 4 0 4 1 0 2 0 0 4 1 1 4 6 6
split_gain=2.01925e+12 5.02413e+13 8.69897e+13 8.98251e+13 8.30678e+13 9.3096e+13 9.17016e+13 8.62155e+13 7.08664e+13 6.96703e+13 6.02697e+13 5.94371e+13 8.38985e+13 4.51909e+13 4.00926e+13 5.97452e+13 6.7494e+13 4.83714e+13 3.58175e+13 3.37614e+13 1.03952e+14 7.5417e+13 5.52366e+13 1.03418e+14 9.48943e+13 1.57064e+14 8.4699e+13 1.26894e+14 8.5767e+13 1.77283e+14
threshold=49.030112300000006 47.899251850000006 55.812023600000011 35.705000000000005 55.79439725000001 4.5000000000000009 7.5000000000000009 4244.5000000000009 55.866549750000011 120.05000000000001 56.791379400000004 6.0000000000000009 5.5000000000000009 53.175387700000009 13.500000000000002 4829.0000000000009 5.5000000000000009 56.520242650000007 15.500000000000002 49.176406850000006 57.892117950000006 3062.5000000000005 55.79439725000001 55.81943720000001 22.500000000000004 49.095306150000006 49.095306150000006 18.500000000000004 56.205000000000005 55.805000000000007
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 4 -4 7 -6 -7 13 9 11 14 12 -5 -3 15 16 -10 -17 -14 20 21 22 -2 24 26 -26 -24 28 29 -28
right_child=19 2 3 8 5 6 -8 -9 10 -11 -12 -13 18 -15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-6.484303336802359 -773.18200824352027 -1496.5309224576863 5460.1436313572012 -9799.7890321359409 -62539.772965054901 90546.880877252392 2.9052541852678573 14928.129809068349 39997.924512676436 -166521.51015625001 -58898.819311767584 3897.0158199291873 -38093.235554515733 -25662.662555961964 -31435.09668089066 -26021.451229086342 -2332.9361239863379 -2532.996351581407 -15986.187326231935 -4.3297550158205027 56069.324479939562 -59432.817972921242 -214.57557679425713 2438.205826322373 217172.67199470766 23743.510230618995 29548.898014938135 -3758.4322932056839 55732.551222397728 -113826.01176861703
leaf_weight=2274960 31228 3780 4540 3936 74 310 175 3131 666 31 200 1242 2355 973 487 1004 867 6918 1064 1703040 358 199 2283 26329 62 130 1045 1084 1239 94
leaf_count=2274960 31228 3780 4540 3936 74 310 175 3131 666 31 200 1242 2355 973 487 1004 867 6918 1064 1703040 358 199 2283 26329 62 130 1045 1084 1239 94
internal_value=0 -61.6208 -4011.9 -7161.96 4685 41935.8 57876.4 2043.8 -10214.9 -16876.8 -4547.57 -16337.2 -19754 -6443.65 -3454.21 -2012.99 16057.4 -5509.82 -31213.5 80.4381 2334.32 2032.29 2224.93 5126.59 17048.8 86205 14737.6 24597.8 37523.8 17716.4
internal_weight=0 2.30671e+06 31753 23310 8443 559 485 7884 18770 8628 10142 8597 7355 4753 9942 9455 1533 7922 3419 1.76709e+06 64051 63693 63494 32266 5937 192 5745 3462 2378 1139
internal_count=4073804 2306713 31753 23310 8443 559 485 7884 18770 8628 10142 8597 7355 4753 9942 9455 1533 7922 3419 1767091 64051 63693 63494 32266 5937 192 5745 3462 2378 1139
is_linear=0
shrinkage=0.1


Tree=1737
num_leaves=31
num_cat=0
split_feature=4 3 6 1 1 0 1 0 1 4 3 3 5 1 6 6 7 1 0 0 3 6 4 3 6 6 4 3 6 1
split_gain=1.92603e+12 1.00999e+13 2.20922e+13 9.79323e+12 4.08402e+13 4.84811e+13 7.1549e+13 9.99422e+13 8.33291e+13 1.24044e+14 6.63966e+13 7.86132e+13 6.23069e+13 5.7854e+13 5.75919e+13 5.01377e+13 4.96523e+13 4.43301e+13 5.99603e+13 1.06914e+14 6.1111e+13 3.90599e+13 3.82446e+13 6.11674e+13 3.77179e+13 2.1578e+14 8.91434e+13 4.35206e+13 4.32524e+13 3.76494e+13
threshold=19.500000000000004 22.500000000000004 63.855000000000011 82.911604200000014 60.636764050000004 55.012912000000007 82.901648750000021 55.050541250000002 82.906746050000024 24.500000000000004 17.500000000000004 16.500000000000004 2.5000000000000004 82.901648750000021 60.005000000000003 108.05000000000001 6.0000000000000009 60.605526900000008 56.858606850000008 56.83050475000001 8.5000000000000018 91.02500000000002 24.500000000000004 6.5000000000000009 37.995000000000012 37.705000000000005 24.500000000000004 4.5000000000000009 134.05000000000004 82.93515810000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -7 12 10 14 11 -9 -8 -6 -10 -14 -11 -2 19 20 -19 -20 23 -21 25 -5 -27 28 29 -26
right_child=3 2 -4 24 5 6 7 8 9 16 -12 -13 15 -15 -16 -17 -18 18 21 22 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=25.613262794316611 -213.2312761126677 16164.880549568967 -112111.57575000002 200.50458999926445 -850.14581488284693 -4935.2819917963461 34989.549576889629 25872.693537486684 -17389.405207186122 -39870.464865360969 -1752.8110843946954 121110.37113402062 189288.03945312501 -31567.227834810983 -85499.459899456837 44565.281027434597 29348.226356239491 -9115.9031722515847 -8307.8848220665059 28671.296013399926 17717.793464651772 73577.341074218755 37757.506082646622 146659.56146079939 7693.9774128987237 -97592.526033220216 -10212.422984253621 4016.1988467522096 129131.63984375 -9647.3912654694886
leaf_weight=3599285 399407 29 25 4484 1134 21005 366 814 227 135 952 97 54 1335 274 43 446 1265 2001 79 2579 60 365 99 1664 343 177 29980 24 5056
leaf_count=3599285 399407 29 25 4484 1134 21005 366 814 227 135 952 97 54 1335 274 43 446 1265 2001 79 2579 60 365 99 1664 343 177 29980 24 5056
internal_value=0 24.9644 -43222.4 -189.383 -330.462 -4105.2 -2754.66 10685.4 3895.4 -18176.9 16714.7 36013.3 53874.8 -17459 -54639.2 125133 13264.7 -80.4403 8145 14754.6 8887.25 -5924.04 56290.6 94294 1273.67 -6871.06 -67849.7 2383.47 -4874.74 -5353.34
internal_weight=0 3.59934e+06 54 474465 432737 26882 24413 3408 2945 1082 1863 911 463 2469 501 97 581 405855 6448 4387 3844 2061 543 178 41728 5004 520 36724 6744 6720
internal_count=4073804 3599339 54 474465 432737 26882 24413 3408 2945 1082 1863 911 463 2469 501 97 581 405855 6448 4387 3844 2061 543 178 41728 5004 520 36724 6744 6720
is_linear=0
shrinkage=0.1


Tree=1738
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 4 4 6 0 1 4 3 7 4 3 0 1 6 4 3 6 3 3 4 6 1 4 4 6 6
split_gain=1.92312e+12 1.79887e+13 1.70753e+13 5.94127e+13 4.9492e+13 3.89158e+13 4.69346e+13 5.12485e+13 4.75096e+13 6.94992e+13 3.73739e+13 3.7029e+13 3.51314e+13 4.88602e+13 5.66291e+13 5.41958e+13 3.4075e+13 3.34958e+13 3.19525e+13 7.56376e+13 4.54562e+13 4.24562e+13 3.85599e+13 1.08016e+14 5.15718e+13 3.85549e+13 6.39375e+13 8.26542e+13 5.92216e+13 8.3283e+13
threshold=110.01500000000001 3.5000000000000004 55.710673100000008 55.60524465000001 56.006509350000009 17.500000000000004 18.500000000000004 134.05000000000004 55.759969450000007 37.858952300000006 27.500000000000004 13.500000000000002 6.0000000000000009 15.500000000000002 5.5000000000000009 55.791814000000009 52.061190950000004 134.05000000000004 7.5000000000000009 1.5000000000000002 116.05000000000001 8.5000000000000018 7.5000000000000009 17.500000000000004 130.05000000000004 39.703507450000011 10.500000000000002 12.500000000000002 122.65000000000002 118.04500000000002
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 10 5 12 7 -7 9 -8 18 -10 -4 14 -14 -16 -5 -13 -3 20 -20 22 -21 25 -25 28 -27 -28 29 -24
right_child=1 2 4 16 -6 6 8 -9 11 -11 -12 17 13 -15 15 -17 -18 -19 19 21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=9.3225239058030063 -1977.0043666748386 -4403.2756530611759 18644.368508496696 -21281.917270211197 900.10484644248618 8302.2459953308116 6255.3417938232424 -165625.39518229169 12202.741925603694 183173.99090073531 130588.98210227274 -73088.093239034817 87476.188439670135 179625.4970640121 -153280.50520833334 59235.816471354163 -90881.177709651907 13879.19920726103 25172.188462094909 7953.7787792561767 -59720.903822642547 -1527.0392382475152 -25161.463573083212 74801.74253656916 237898.42490530305 11071.826250507307 228334.3283662684 48730.330828387923 -47398.160168381211 196451.01118861607
leaf_weight=4000160 39060 8547 1944 642 11562 32 64 36 330 34 22 127 90 31 24 24 79 68 81 4919 285 4885 43 47 33 308 34 104 161 28
leaf_count=4000160 39060 8547 1944 642 11562 32 64 36 330 34 22 127 90 31 24 24 79 68 81 4919 285 4885 43 47 33 308 34 104 161 28
internal_value=0 -506.376 1154.59 -718.446 3790.6 15709.3 -4891.58 -83777.1 3718.72 67635.3 324.001 -8212.38 22446.2 66178.5 40694.1 -47022.3 -28907.9 -42761 176.847 3759.05 -40933.1 5307.75 11189 32183.8 142079 19216.9 36415.8 92980.6 -13846.6 62235
internal_weight=0 73644 34584 20218 14366 2804 691 68 623 98 19497 525 2113 169 138 48 721 195 19475 10928 366 10562 5677 758 80 678 446 138 232 71
internal_count=4073804 73644 34584 20218 14366 2804 691 68 623 98 19497 525 2113 169 138 48 721 195 19475 10928 366 10562 5677 758 80 678 446 138 232 71
is_linear=0
shrinkage=0.1


Tree=1739
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 0 7 3 6 2 5 6 6 1 0 0 2 6 1 6 5 2 6 6 6 0 0 1 1 6
split_gain=1.88106e+12 1.1729e+13 3.65162e+13 6.74989e+13 5.26899e+13 4.39442e+13 6.03866e+13 3.26573e+13 3.94039e+13 5.70313e+13 3.90906e+13 3.30835e+13 3.05998e+13 3.01274e+13 3.89586e+13 8.70181e+13 2.72274e+13 3.96561e+13 6.02042e+13 4.59867e+13 4.53783e+13 4.45669e+13 3.53732e+13 3.59546e+13 2.6547e+13 6.34858e+13 6.39921e+13 2.82678e+13 3.09009e+13 2.60926e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 97.020000000000024 55.702806750000008 6.0000000000000009 2.5000000000000004 88.825000000000003 3930.5000000000005 5.5000000000000009 60.910000000000004 142.05000000000004 37.503969450000007 56.858606850000008 59.91832440000001 4137.5000000000009 149.05000000000004 60.590708550000009 247.90000000000001 2.5000000000000004 6082.0000000000009 134.05000000000004 138.05000000000004 125.02000000000002 55.82518790000001 59.939085000000013 30.370944000000005 30.389265100000003 45.605000000000011
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 3 12 5 -5 29 10 -9 -10 11 -4 24 14 -14 -16 -11 20 -19 -20 -18 -22 -23 -24 -2 -26 27 -27 -29 -7
right_child=1 -3 7 4 -6 6 -8 8 9 16 -12 -13 13 -15 15 -17 17 18 19 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=273.92819213528907 985.52040345320256 14.86636365423268 -1420.4895734173856 -10137.093848059789 -135782.99146484374 38303.008154630661 10174.509813790388 -2990.3726730199151 -24716.206211111366 36408.37208294047 -130282.77921195653 5166.2234664710068 -15493.786878255209 94907.316487068965 219575.3123798077 21311.216817848155 -132348.21757812501 42357.547460937501 -188483.77884615387 -22204.000680226294 -29598.170621193061 14699.667967674884 183557.20961538464 5214.903437500001 -92554.440924605587 84386.204660644536 -65926.054829039756 -106690.42453125001 66990.872479538695 83452.544796752933
leaf_weight=236154 28655 3715317 32589 242 20 256 434 46021 2008 203 23 9955 180 58 26 149 24 36 39 29 236 545 26 20 103 80 79 20 21 256
leaf_count=236154 28655 3715317 32589 242 20 256 434 46021 2008 203 23 9955 180 58 26 149 24 36 39 29 236 545 26 20 103 80 79 20 21 256
internal_value=0 -16.8565 -980.295 2012.46 25179.1 27888.9 37616.4 -1977.7 -3732.74 -14523.9 50.2952 120.755 1059.64 28087.3 17170.3 50767.6 3149.89 -3919.72 -62210.7 -117570 3203.97 7137.77 21807.3 106017 674.174 -28770.2 4078.69 49784.3 -17731.7 60877.8
internal_weight=0 3.83765e+06 122333 30579 1208 1188 946 91754 49187 3166 42567 42544 29371 413 355 175 1158 955 104 68 851 827 591 46 28958 303 200 121 41 512
internal_count=4073804 3837650 122333 30579 1208 1188 946 91754 49187 3166 42567 42544 29371 413 355 175 1158 955 104 68 851 827 591 46 28958 303 200 121 41 512
is_linear=0
shrinkage=0.1


Tree=1740
num_leaves=31
num_cat=0
split_feature=0 0 6 3 4 4 0 6 1 4 7 4 4 0 1 6 3 6 5 3 6 6 4 0 4 1 1 3 5 6
split_gain=2.05196e+12 1.4051e+13 2.04686e+13 1.95185e+13 3.45459e+13 5.17109e+13 5.74014e+13 2.67351e+13 2.20072e+13 2.0455e+13 2.52999e+13 2.81202e+13 4.36909e+13 6.44732e+13 4.01678e+13 1.94705e+13 1.86322e+13 2.38864e+13 7.2543e+13 2.36486e+13 2.30772e+13 2.96274e+13 2.17109e+13 2.39125e+13 2.54572e+13 2.55453e+13 5.99624e+13 4.62367e+13 4.3263e+13 3.60347e+13
threshold=54.94110555000001 54.962581500000006 138.05000000000004 7.5000000000000009 14.500000000000002 17.500000000000004 54.945424150000001 95.045000000000016 82.966990000000024 9.5000000000000018 6.0000000000000009 10.500000000000002 17.500000000000004 54.947152850000002 82.886781200000016 61.025000000000006 1.5000000000000002 104.01000000000001 3.5000000000000004 4.5000000000000009 74.015000000000015 61.025000000000006 4.5000000000000009 54.944948950000004 13.500000000000002 82.971668900000012 82.962856350000024 3.5000000000000004 2.5000000000000004 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 4 16 6 -6 9 -8 -5 11 -11 14 -14 -13 -16 20 19 -19 22 21 -2 -18 -24 25 26 -25 28 29 -28
right_child=1 -3 -4 7 5 -7 8 -9 -10 10 -12 12 13 -15 15 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=103.60212089717373 -3196.8338212611475 7.066327986231939 -93302.056673177096 15632.203248435193 3372.5191083432833 4169.7456195215645 73163.86979608766 -35944.685271285758 -9749.3989472071335 -7954.603185843891 -1340.2527807402978 -12944.021446501903 16145.655426380392 -40529.305358743113 34147.699595133468 86563.346990131584 -7976.8891485713648 159896.56856617649 -59657.461483651627 -1566.0911753135804 -12893.260717193441 14769.167482386998 -444.35173863438314 2364.5798633032186 -21747.781156782672 68.509469506403548 9268.6532105080969 26605.395423351223 26658.669402475465 -19581.987443524096
leaf_weight=1301151 14483 2612784 24 635 301 4517 289 236 36 11488 47245 156 490 340 279 95 2070 34 27 39809 2252 980 14846 7696 352 6098 1244 2360 823 664
leaf_count=1301151 14483 2612784 24 635 301 4517 289 236 36 11488 47245 156 490 340 279 95 2070 34 27 39809 2252 980 14846 7696 352 6098 1244 2360 823 664
internal_value=0 -48.6184 -958.69 -944.825 -77.1553 7902.63 34837.9 -2352.15 63979.6 -2221.6 -2410.26 -6344.93 7252.11 -7070.59 29682 47461.8 -514.972 165.597 62716.9 115.366 -3435.6 -2058.2 1966.86 2570.79 4897.69 5394.34 7934.18 16353.7 7494.64 -771.612
internal_weight=0 2.77265e+06 159869 159845 98881 5143 626 60964 325 60728 60093 12848 1360 830 530 374 93738 76023 61 75962 17715 15463 36153 34083 19237 18885 12787 5091 2731 1908
internal_count=4073804 2772653 159869 159845 98881 5143 626 60964 325 60728 60093 12848 1360 830 530 374 93738 76023 61 75962 17715 15463 36153 34083 19237 18885 12787 5091 2731 1908
is_linear=0
shrinkage=0.1


Tree=1741
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 1 0 5 1 6 4 5 6 0 6 4 6 6 6 0 4 6 6 6 6 1 0 6 6 4
split_gain=2.01296e+12 2.63221e+13 5.16236e+13 6.94297e+13 5.21774e+13 5.79928e+13 4.7753e+13 4.93223e+13 4.58314e+13 7.1804e+13 4.21882e+13 3.45314e+13 3.53933e+13 3.36742e+13 3.43931e+13 3.39318e+13 3.39149e+13 3.3432e+13 3.21944e+13 3.12456e+13 5.41491e+13 6.28233e+13 7.05291e+13 3.61706e+13 3.2618e+13 3.05477e+13 6.48956e+13 5.80167e+13 4.18629e+13 5.27832e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 6.0000000000000009 82.886781200000016 55.02095400000001 3.5000000000000004 82.886781200000016 90.045000000000016 13.500000000000002 2.5000000000000004 66.990000000000023 55.034466500000008 74.615000000000009 20.500000000000004 97.020000000000024 45.305000000000007 142.05000000000004 54.973017600000006 7.5000000000000009 53.995000000000012 54.010000000000012 122.65000000000002 70.00500000000001 82.886781200000016 54.962581500000006 85.020000000000024 88.00500000000001 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 6 4 11 -6 7 19 9 -5 -9 12 -4 14 -8 16 -15 -17 -18 24 21 -21 -23 -22 -2 26 -26 -28 29 -29
right_child=1 -3 3 8 5 -7 13 10 -10 -11 -12 -13 -14 15 -16 17 18 -19 -20 20 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-37.471745266115022 -1218.1038876146386 30.983560869610375 5293.7143184359338 40901.26678022409 154303.07207880434 19256.815222997575 -19037.486975288764 21795.793562701314 16809.558210313076 186606.67553168404 113024.30360795456 -14835.226639448323 83780.595115532313 8209.1388358016466 -85239.996351102949 -4283.033822815466 -50373.139214347 -52829.584478964069 78058.722727272732 4149.3648126931994 10660.82338420333 -76641.341483094264 -11262.702261483279 -87140.25452302632 -56100.263100340511 -53309.710687749335 -5219.2616699218752 278273.59031250002 3990.613712284483 56145.586514945659
leaf_weight=3172333 5703 871109 2194 559 46 103 1022 647 1466 36 55 1019 59 1655 85 349 173 239 22 4505 7784 183 1678 38 189 235 246 20 29 23
leaf_count=3172333 5703 871109 2194 559 46 103 1022 647 1466 36 55 1019 59 1655 85 349 173 239 22 4505 7784 183 1678 38 189 235 246 20 29 23
internal_value=0 131.865 3026.24 11810.7 3075.64 60948.9 1090.7 2876.52 26309.8 49717.1 28943.3 440.21 7349.07 -9656.95 -24120.8 -3089.49 3561.55 -24015.4 -35883.4 1989.64 4612.44 -2235.52 -17691.7 10185.7 -3784.17 -23506.9 -9692.98 17888.7 96840.9 159461
internal_weight=0 901471 30362 5482 3421 149 24880 21335 2061 595 702 3272 2253 3545 1107 2438 1850 588 195 20633 14188 6366 1861 7822 6445 742 507 318 72 43
internal_count=4073804 901471 30362 5482 3421 149 24880 21335 2061 595 702 3272 2253 3545 1107 2438 1850 588 195 20633 14188 6366 1861 7822 6445 742 507 318 72 43
is_linear=0
shrinkage=0.1


Tree=1742
num_leaves=31
num_cat=0
split_feature=4 4 2 7 6 0 0 1 0 0 1 0 0 1 1 1 0 1 7 0 0 6 1 0 0 0 1 1 1 7
split_gain=1.91096e+12 1.55778e+13 8.11398e+13 1.69108e+14 8.58271e+13 1.32303e+14 1.28754e+14 5.36773e+13 5.32064e+13 1.49753e+14 9.29161e+13 5.21138e+13 2.80116e+14 8.01641e+13 1.19673e+14 7.44474e+13 4.91402e+13 4.97544e+13 7.8738e+13 7.65542e+13 7.80731e+13 4.85495e+13 4.70448e+13 4.38062e+13 4.15048e+13 1.17367e+14 3.53559e+14 3.22535e+14 1.26597e+14 1.18563e+14
threshold=10.500000000000002 11.500000000000002 75.000000000000014 6.0000000000000009 62.625000000000007 55.702806750000008 55.696737300000009 30.226173900000003 55.696737300000009 55.783232450000007 37.682335600000009 55.768246800000007 55.753967500000009 37.517483500000004 37.442254400000003 37.600779750000008 59.856552950000008 30.084656550000002 6.0000000000000009 59.982409200000006 60.002985000000002 39.995000000000012 37.631035900000008 55.866549750000011 59.963561900000009 59.990753350000013 30.323041000000003 30.277905650000005 30.242318500000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -6 10 -10 12 -5 14 -13 -15 -4 -18 19 -19 -21 -7 -23 -17 -9 27 28 -26 -27 -30
right_child=1 -3 7 11 8 21 -8 24 9 -11 -12 13 -14 15 -16 23 17 18 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=52.999978249821289 45812.457550048828 -38.725566793352073 51525.410121834997 1293.241168938403 42025.561347026211 60631.889976626546 -149649.81037660257 -3263.3769853919457 -211070.34436657478 64513.880067274302 510.11283482142858 -1689.1885928199406 187534.180250159 -73751.526283677711 290682.07976190478 -5790.0516311783977 -61755.589106445317 -36428.281861139112 -68649.644880611799 261529.71145833336 61435.969949106075 181549.39497233075 88930.306174824029 -113632.00629006411 -140762.76131931678 -52605.678299816747 -31875.367164614348 -9120.7728804589697 151481.12125236742 47714.016281966935
leaf_weight=2547999 248 1489647 332 1325 217 122 39 28895 51 81 35 42 86 214 21 1102 100 62 71 24 104 120 101 39 255 81 1206 689 165 331
leaf_count=2547999 248 1489647 332 1325 217 122 39 28895 51 81 35 42 86 214 21 1102 100 62 71 24 104 120 101 39 255 81 1206 689 165 331
internal_value=0 -88.5066 -2139.4 11597.3 46635.7 69349.4 19251.4 -3773.01 9370.93 -33060.5 -124962 -961.559 12644.6 -14500.5 95767.9 -19627.4 23757.9 -1778.9 21200.7 54776.3 98953.5 111268 139221 -9476.15 -4376.35 -16169.3 -1074.05 -44680.8 63304.4 82233.3
internal_weight=0 1.5258e+06 36158 3843 1014 630 287 32315 384 167 86 2829 1411 1418 63 1355 693 361 261 190 128 343 221 1141 31622 2727 1783 944 577 496
internal_count=4073804 1525805 36158 3843 1014 630 287 32315 384 167 86 2829 1411 1418 63 1355 693 361 261 190 128 343 221 1141 31622 2727 1783 944 577 496
is_linear=0
shrinkage=0.1


Tree=1743
num_leaves=31
num_cat=0
split_feature=2 4 3 0 7 3 6 1 0 0 1 0 6 6 1 1 0 4 3 0 0 4 0 6 6 6 6 1 0 0
split_gain=1.97979e+12 1.06707e+13 1.265e+13 1.71912e+13 2.06058e+13 1.0953e+13 9.82324e+12 5.19576e+13 5.33714e+13 1.09159e+14 8.79666e+13 7.9983e+13 6.13138e+13 7.11709e+13 6.1011e+13 7.1262e+13 5.61031e+13 7.84594e+13 5.34864e+13 5.30576e+13 1.30077e+14 7.85324e+13 1.66452e+14 5.17772e+13 5.754e+13 4.92401e+13 1.22294e+14 1.35607e+14 1.15669e+14 7.70711e+13
threshold=36.000000000000007 34.500000000000007 28.500000000000004 55.667390500000003 6.0000000000000009 6.5000000000000009 75.010000000000005 37.71815560000001 55.685785750000008 55.667390500000003 37.729575300000008 55.710673100000008 78.010000000000005 84.810000000000016 37.755233900000007 37.768783500000005 55.783232450000007 17.500000000000004 4.5000000000000009 55.775215600000003 55.759969450000007 7.5000000000000009 55.721784200000009 84.00500000000001 81.02500000000002 69.605000000000004 70.50500000000001 37.71815560000001 55.622114900000007 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 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 -3 25 -8 9 23 11 -10 16 -14 -11 -16 -12 -18 -15 20 21 -13 -23 24 -9 -1 27 -27 -29 -28
right_child=1 5 3 -5 -6 -7 7 8 10 14 12 19 13 18 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-108.47580062572928 19.641558349206637 -23275.395241156686 133820.71983695653 6800.1733070953405 24118.745440947121 -3779.1788028606093 2976.3320989258482 -4768.3799801492642 141847.08453125 -87060.195765525685 13915.658452355292 -217574.69638281252 -17739.79577290357 38656.244219850079 43169.079820165098 -53794.057892166944 22303.422026909724 158816.01182065217 -1034.1027910454329 26710.204477163465 -249327.58261718752 -82047.065718283586 148213.06261432928 22205.66263134465 -57985.656589738996 -16277.14596131711 73.016644331817261 131297.73314412436 -95536.720748136286 -27447.414780251347
leaf_weight=235660 3780334 360 23 1171 67 1444 31315 917 20 295 897 25 1682 506 106 266 108 69 1032 52 40 134 41 487 261 2141 12867 24 355 1105
leaf_count=235660 3780334 360 23 1171 67 1444 31315 917 20 295 897 25 1682 506 106 266 108 69 1032 52 40 134 41 487 261 2141 12867 24 355 1105
internal_value=0 19.3139 22.982 10037.1 52153.7 -7669.78 -251.622 1241.6 -6588.21 -18914.6 -347.421 -51615.9 3377.72 -3523.44 -53097.5 -26164.8 24068.4 75520.2 12024 -64866.8 -84708.5 -51784.7 -28100.4 -5220.84 -16559.3 -478.152 -5760.59 -26037.2 -81172.5 -2103.48
internal_weight=0 3.7834e+06 3.7816e+06 1261 90 1804 290405 38253 6938 2332 4606 312 4294 3220 667 372 1074 177 1538 292 240 200 175 1665 1178 252152 16492 2520 379 13972
internal_count=4073804 3783399 3781595 1261 90 1804 290405 38253 6938 2332 4606 312 4294 3220 667 372 1074 177 1538 292 240 200 175 1665 1178 252152 16492 2520 379 13972
is_linear=0
shrinkage=0.1


Tree=1744
num_leaves=31
num_cat=0
split_feature=4 1 0 0 6 4 6 1 0 6 4 1 0 1 1 1 0 1 1 1 6 6 0 1 6 6 1 0 1 1
split_gain=1.95242e+12 1.22612e+13 3.53428e+13 4.0361e+13 4.14029e+13 5.46018e+13 3.82285e+13 3.30344e+13 3.4051e+13 4.84929e+13 3.08958e+13 7.60189e+13 5.62464e+13 5.54393e+13 7.52794e+13 9.2819e+13 6.22659e+13 2.34224e+14 7.58375e+13 1.68374e+14 1.90886e+14 6.18106e+13 7.91246e+13 2.75411e+14 1.19118e+14 1.09585e+14 8.39479e+13 6.18935e+13 5.4288e+13 5.0053e+13
threshold=9.5000000000000018 82.991167100000027 55.007293000000011 54.988402950000008 30.025000000000002 15.500000000000002 247.90000000000001 83.025426800000005 54.980317700000008 37.505000000000003 10.500000000000002 82.981285100000022 55.043091000000011 38.948208550000011 39.873894000000007 39.777866350000004 45.022979600000006 38.97264950000001 39.689978950000004 39.652459050000012 45.605000000000011 87.395000000000024 54.962581500000006 82.966990000000024 54.010000000000012 82.00500000000001 82.895858600000011 54.998919050000005 82.973036600000015 63.728898350000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 7 -3 -9 -10 11 13 -13 -2 15 16 17 -15 19 -19 -21 22 -16 25 -25 29 -27 -26 -23 -24
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 12 -14 14 21 -17 -18 18 -20 20 -22 28 23 24 27 26 -28 -29 -30 -31
leaf_value=-74.323858859301069 -2037.9362950356187 -20495.399903124613 -1024.3166152968984 -43828.655353702918 19261.104737590413 1525.9771245362535 135624.28381696431 1555.1876912638875 16881.90924146452 -25809.761082273082 -58.983213750122857 43612.452621842545 8182.7787647353607 172456.90757195724 -375.75124829365075 19993.611840210113 2441.1070710333433 20898.680000227978 -4225.1826779477233 35898.450111607141 360091.13588867191 -5725.3200482355896 505.93112622599722 14805.546232663361 84967.423524487924 13505.544468041693 60407.225478991451 38027.972719267178 27979.351872054529 4972.1705403249798
leaf_weight=1892492 58432 725 246629 146 3317 3642 21 40682 362 1004 1462655 686 1292 95 162217 4011 28451 1265 1332 42 32 17892 104389 3032 357 3331 431 1318 491 33033
leaf_count=1892492 58432 725 246629 146 3317 3642 21 40682 362 1004 1462655 686 1292 95 162217 4011 28451 1265 1332 42 32 17892 104389 3032 357 3331 431 1318 491 33033
internal_value=0 64.4829 -533.249 1893.89 8873.71 9979.41 735.041 668.815 1033.73 -14496.2 158.522 912.168 20470.3 820.091 1281.78 5673.59 3833.64 18157.2 12669.2 29475.3 176090 807.905 1143.99 2833.8 26629.4 2040.47 18878.9 48032.4 -4825.09 1579.51
internal_weight=0 2.18131e+06 296528 49899 7105 6959 42794 42773 42048 1366 1.88478e+06 422129 1978 420151 361719 35228 31217 2766 2671 1339 74 326491 308108 145891 4707 141184 3762 1675 18383 137422
internal_count=4073804 2181312 296528 49899 7105 6959 42794 42773 42048 1366 1884784 422129 1978 420151 361719 35228 31217 2766 2671 1339 74 326491 308108 145891 4707 141184 3762 1675 18383 137422
is_linear=0
shrinkage=0.1


Tree=1745
num_leaves=31
num_cat=0
split_feature=4 1 0 1 0 0 1 4 1 4 0 1 6 4 6 1 4 0 0 3 6 3 7 0 0 0 6 0 1 1
split_gain=2.04306e+12 2.79575e+13 7.19444e+13 1.25478e+14 1.33051e+14 1.44236e+14 7.46198e+13 8.41153e+13 2.24172e+14 7.53537e+13 9.24266e+13 8.77286e+13 6.16106e+13 6.09843e+13 6.0188e+13 5.97512e+13 1.30453e+14 7.60677e+13 6.08552e+13 5.67158e+13 5.15522e+13 4.41031e+13 4.53769e+13 4.28979e+13 4.74879e+13 6.55696e+13 4.4051e+13 4.57855e+13 3.91915e+13 3.47713e+13
threshold=16.500000000000004 82.941727000000014 55.02095400000001 82.963919600000011 55.039488700000007 55.026775150000006 82.966990000000024 22.500000000000004 82.963919600000011 17.500000000000004 54.998919050000005 82.956351500000011 99.050000000000011 24.500000000000004 50.995000000000012 82.961694200000011 18.500000000000004 55.061158000000006 55.111813300000001 17.500000000000004 156.15000000000003 12.500000000000002 6.0000000000000009 55.043091000000011 55.080855950000007 55.390026600000006 93.050000000000011 55.039488700000007 82.970388650000018 82.901648750000021
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 20 7 9 -9 10 11 -3 -8 -10 -13 18 17 -17 -6 -14 -4 22 -11 26 -25 -26 27 -5 -29 -2
right_child=1 2 3 23 15 -7 12 8 13 21 -12 14 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-38.420739815277614 182.57785829044045 -3577.2263239365598 -8421.4813082508081 3267.0609196317619 5138.3449427384958 -40837.905963687001 -1489.9444752392649 11923.218023168158 75053.756107584632 20189.693264062065 -12571.73074772867 31181.807797275596 -56049.08568329327 177236.16216666668 80325.630971590683 -97292.658545738406 -2220.5112186928723 -10027.26570247396 -14713.878779871324 79694.151503619039 148968.92410714287 -6861.1156380445382 460.70508344257888 -9029.0653466840777 29461.08930472564 -936.00825777234627 -39193.361448616299 35433.823846511528 9.921928782277293 3656.0093073565317
leaf_weight=3147398 810706 461 2311 4279 4870 2741 26802 3037 264 1568 623 710 325 75 384 299 906 150 2261 34 21 5433 4545 7838 749 13504 201 964 462 29883
leaf_count=3147398 810706 461 2311 4279 4870 2741 26802 3037 264 1568 623 710 325 75 384 299 906 150 2261 34 21 5433 4545 7838 749 13504 201 964 462 29883
internal_value=0 130.532 -1588.78 -4576.95 -12473 -25284.9 1216.77 6391.55 20532.5 2912.98 19973.8 33012.9 -2041.16 97660.5 48431.6 -4813.9 -24063.7 -68139.4 -1156.13 -43193.2 -7004.16 -305.309 5521.24 -752.889 -2776.85 661.37 6817.59 8438.66 23957.1 306.059
internal_weight=0 926406 85817 41556 13559 5073 44261 17100 3376 13724 2178 1555 27161 339 1094 8486 1355 449 7131 359 2332 11546 6113 27997 22091 14253 5906 5705 1426 840589
internal_count=4073804 926406 85817 41556 13559 5073 44261 17100 3376 13724 2178 1555 27161 339 1094 8486 1355 449 7131 359 2332 11546 6113 27997 22091 14253 5906 5705 1426 840589
is_linear=0
shrinkage=0.1


Tree=1746
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 1 6 4 2 0 1 3 1 0 1 1 1 4 1 4 0 3 1 0 1 1 4 3 4 6
split_gain=2.08663e+12 1.0397e+13 3.32535e+13 7.23844e+13 5.11333e+13 7.97668e+13 4.96658e+13 2.00898e+14 4.84827e+13 4.47773e+13 7.31684e+13 5.81267e+13 7.18757e+13 5.35397e+13 5.65837e+13 8.34189e+13 8.25017e+13 7.26992e+13 5.94808e+13 5.78828e+13 4.98878e+13 4.71198e+13 4.37332e+13 4.32306e+13 3.99175e+13 3.78428e+13 4.38153e+13 3.5931e+13 4.37965e+13 7.58166e+13
threshold=19.500000000000004 64.015000000000015 67.91500000000002 82.958608050000009 30.410676000000006 33.882313700000005 64.405000000000015 20.500000000000004 75.000000000000014 55.702806750000008 37.563506350000004 2.5000000000000004 37.534144550000008 55.595177750000005 37.475446350000006 37.631035900000008 37.543519500000009 22.500000000000004 37.682335600000009 29.500000000000004 55.660117850000006 7.5000000000000009 37.586700500000006 55.850146250000009 37.517483500000004 37.425454150000007 28.500000000000004 4.5000000000000009 27.500000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 11 12 -11 24 25 16 17 -16 -17 -20 -18 -13 23 -12 -7 -15 -27 28 -4 -30
right_child=1 2 27 -5 5 8 -8 -9 -10 10 22 21 -14 14 15 18 20 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=25.984458697532887 100.44954538414542 277020.74966517824 -5653.4145366163029 -27366.630556385411 -33064.472531972038 111890.31292317709 6888.9704139164214 13249.982383996214 -6378.9530640229023 -22029.144880022322 -137167.59594558188 -26209.889022979289 118026.84893683669 30542.690019531252 -51603.006658709492 -60655.773723687074 68406.171173469382 114882.94728860294 28402.786598765881 182023.76204927886 195940.75123618523 15738.602745831637 -12961.873638366573 -2033.5243212890628 -21181.91078196729 -48203.506838026406 62706.750534889921 517.74740171947292 85731.76484670928 5278.7259156916698
leaf_weight=3599339 337917 35 16815 1301 940 24 1805 165 12970 56 58 341 106 225 54 72 49 51 433 26 82 1247 1433 40 371 187 44 96446 132 1040
leaf_count=3599339 337917 35 16815 1301 940 24 1805 165 12970 56 58 341 106 225 54 72 49 51 433 26 82 1247 1433 40 371 187 44 96446 132 1040
internal_value=0 -197.121 -933.521 -4483.36 -3053.02 -4671.28 12128 59409.9 -3177.65 5297.73 -1415.95 12551.8 69612.4 18911.8 29249.8 45834.8 95303 29261.6 23849 37104.6 148237 6730.77 -17381.7 -82010.8 -13096.5 1353.39 -27077.7 -247.49 -4350.68 14340
internal_weight=0 474465 136548 22115 20814 18809 2005 200 17869 4899 3281 1750 162 1618 1223 767 236 105 531 459 131 1588 1531 98 395 456 231 114433 17987 1172
internal_count=4073804 474465 136548 22115 20814 18809 2005 200 17869 4899 3281 1750 162 1618 1223 767 236 105 531 459 131 1588 1531 98 395 456 231 114433 17987 1172
is_linear=0
shrinkage=0.1


Tree=1747
num_leaves=31
num_cat=0
split_feature=1 4 2 1 0 5 6 6 6 6 2 1 6 0 4 4 4 6 0 0 0 6 6 6 6 6 2 0 4 1
split_gain=2.06078e+12 8.28441e+12 8.42068e+12 2.0398e+13 4.13204e+13 3.28334e+13 4.08315e+13 5.72796e+13 2.04518e+13 5.71405e+13 1.53996e+13 2.30982e+13 2.13464e+13 2.74934e+13 2.10199e+13 1.96958e+13 1.89735e+13 2.53058e+13 1.51967e+13 1.41205e+13 1.35839e+13 2.67146e+13 1.34108e+13 1.34028e+13 2.34816e+13 1.68751e+13 2.42919e+13 1.66516e+13 3.41174e+13 2.67132e+13
threshold=91.292296250000007 26.500000000000004 9236.5000000000018 107.59716050000002 52.07762420000001 3.5000000000000004 91.02500000000002 94.02500000000002 79.710000000000022 78.605000000000004 9907.0000000000018 113.48479755000001 64.015000000000015 52.02416370000001 13.500000000000002 10.500000000000002 3.5000000000000004 85.020000000000024 55.60524465000001 51.768991500000006 58.603553700000006 73.995000000000019 69.015000000000015 62.375000000000007 59.505000000000003 64.015000000000015 5160.5000000000009 56.020150250000007 12.500000000000002 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 22 14 12 15 -14 16 -12 17 18 -5 -7 -15 -22 -4 24 -2 26 -25 28 29 -27
right_child=1 -3 3 10 -6 19 7 -9 -10 -11 11 -13 13 20 -16 -17 -18 -19 -20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-13.533114014689662 725.97798834885452 -55013.203327546296 -8504.1530146181394 -22500.131716372689 -99334.708131377556 -40102.344545200896 -188215.09072916667 10657.264229910716 47972.313354867794 -105352.13234375001 -3601.4971907803906 811.62688838327517 -45721.541345787053 -7797.6861543163213 -23702.247665631825 22164.669689274142 10312.082098217616 85581.53900240385 30922.3092373207 47635.291404397896 -126338.89245689656 -14490.600057870372 18916.088109580593 3496.5306265108588 -5597.5448893522916 6431.1476391517108 24073.993014313615 -1149.5872268192652 14510.18262895973 -3668.222010684352
leaf_weight=3931467 71470 27 2913 419 49 21 30 28 65 60 6439 22614 240 1833 229 311 3247 26 61 145 29 81 190 1666 6398 5673 875 9708 2625 4865
leaf_count=3931467 71470 27 2913 419 49 21 30 28 65 60 6439 22614 240 1833 229 311 3247 26 61 145 29 81 190 1666 6398 5673 875 9708 2625 4865
internal_value=0 373.796 384.304 -867.005 -8149.66 -6855.32 -9047.33 -92207.7 -7553.12 -8694.17 -149.378 -889.042 -5194.3 -13790.1 5710.53 -2414.34 7505.24 -10506.3 -15711 36536 -9845.97 -43977.9 -6825.18 857.18 206.408 2851.29 10582.4 1992.35 4309.6 1768.65
internal_weight=0 142337 142310 39030 3501 3452 3286 58 3228 3163 35529 31547 8933 2183 3982 6750 3753 506 480 166 1943 110 3103 103280 77868 25412 2541 22871 13163 10538
internal_count=4073804 142337 142310 39030 3501 3452 3286 58 3228 3163 35529 31547 8933 2183 3982 6750 3753 506 480 166 1943 110 3103 103280 77868 25412 2541 22871 13163 10538
is_linear=0
shrinkage=0.1


Tree=1748
num_leaves=31
num_cat=0
split_feature=3 0 6 0 6 6 1 0 0 1 6 6 4 6 0 4 0 0 5 6 1 0 6 5 0 0 2 0 0 3
split_gain=2.04761e+12 1.3366e+13 1.79441e+13 1.39798e+13 3.14136e+13 2.4038e+13 3.61463e+13 1.59421e+13 1.45485e+13 1.28393e+13 3.34696e+13 2.84743e+13 1.57402e+13 2.261e+13 1.90776e+13 3.24471e+13 3.96572e+13 2.23314e+13 2.15769e+13 1.84402e+13 2.43832e+13 2.97897e+13 1.82087e+13 1.66125e+13 1.59713e+13 2.74094e+13 1.40601e+13 1.86908e+13 1.39536e+13 2.97113e+13
threshold=24.500000000000004 45.036141150000006 62.010000000000012 54.431501800000014 120.05000000000001 168.45000000000002 60.66055595000001 54.724612400000005 53.244414800000008 60.605526900000008 86.030000000000015 92.02500000000002 26.500000000000004 73.995000000000019 56.818587550000011 25.500000000000004 59.933037250000005 55.812023600000011 3.5000000000000004 95.045000000000016 30.370944000000005 60.028671700000011 83.820000000000007 2.5000000000000004 56.782540950000005 55.883833400000007 915.50000000000011 55.660117850000006 55.806294650000005 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 4 8 7 -7 -5 -3 12 -11 -12 13 26 17 19 -17 23 22 20 21 -16 -19 -15 25 -24 27 -9 29 -29
right_child=1 3 -4 5 -6 6 -8 9 -10 10 11 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6534865170609736 33553.873353794646 3546.1524781648582 -59023.381035862199 -37835.733879270396 105556.48312500001 2434.7986895161293 -163021.82710597827 -14173.07294024172 57372.972805397731 -1037.3500628131176 81861.283837256502 17260.023870024259 348.79179317809053 45639.006422684834 124149.10078125 10071.71031436012 -136418.99133522727 -37121.081626953128 6310.0498860677089 70341.443989089443 -52184.492906967476 -14039.04575320513 -137926.22925180287 -23548.318352029179 -168210.62552083333 -24524.99722406915 -10022.920709507516 12385.003586503513 -3115.4899209924115 132707.95595238096
leaf_weight=4056328 28 577 83 118 35 31 23 565 55 2052 77 599 8822 41 26 42 33 100 48 58 49 39 39 226 24 47 1947 902 769 21
leaf_count=4056328 28 577 83 118 35 31 23 565 55 2052 77 599 8822 41 26 42 33 100 48 58 49 39 39 226 24 47 1947 902 769 21
internal_value=0 -1080.11 -35670.6 -859.005 13337.5 -1426.08 -68037.5 -1209.97 8230.45 -948.451 5320.17 24618.5 -2187.82 -6685 -22415.2 503.249 -54384.2 -33197.7 -54178.6 24436.7 1081.7 41236.2 -68004.6 -12924 -96080.5 -75951.1 -3796.4 1574.9 6833.53 15122.6
internal_weight=0 17476 111 17365 667 16698 54 16644 632 16526 2728 676 13798 4976 772 247 75 525 258 172 114 65 210 267 110 86 4204 2257 1692 923
internal_count=4073804 17476 111 17365 667 16698 54 16644 632 16526 2728 676 13798 4976 772 247 75 525 258 172 114 65 210 267 110 86 4204 2257 1692 923
is_linear=0
shrinkage=0.1


Tree=1749
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 7 6 1 1 6 1 7 7 2 5 6 6 5 1 1 1 4 7 6 3 6 1 4 6
split_gain=2.02994e+12 2.48019e+13 9.62459e+13 6.87941e+13 1.03088e+14 8.22585e+13 1.20618e+14 1.4743e+14 8.02718e+13 6.12584e+13 5.57048e+13 5.49203e+13 8.95406e+13 8.13847e+13 5.32032e+13 5.06296e+13 4.9396e+13 4.60279e+13 4.42573e+13 4.23441e+13 4.94779e+13 5.58378e+13 4.03425e+13 5.35143e+13 3.88571e+13 3.87704e+13 3.80956e+13 3.74535e+13 3.66372e+13 3.62702e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 30.362494150000003 30.452677500000004 30.425503950000003 6.0000000000000009 47.005000000000003 30.330566300000005 30.472130500000002 38.405000000000008 30.472130500000002 6.0000000000000009 6.0000000000000009 3338.0000000000005 2.5000000000000004 108.05000000000001 68.00500000000001 2.5000000000000004 39.873894000000007 30.509101000000005 30.624707450000006 9.5000000000000018 6.0000000000000009 89.00500000000001 2.5000000000000004 63.415000000000006 30.438492500000006 11.500000000000002 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 -7 22 10 -4 13 -13 -6 15 17 -11 -5 -14 20 -20 -22 24 -24 -3 27 -25 -9 -12 -19
right_child=-2 2 9 4 11 6 -8 25 -10 16 28 12 18 -15 -16 -17 -18 29 19 -21 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=5.3184588887803841 211.51356481342856 -7135.7683231698647 93.584899361145332 10298.683001089692 -7612.918279968555 12428.242623272614 -34367.916413797859 55191.038022402106 -52786.48429136139 -7098.0703448603035 -79136.915103014384 -1864.643359939404 13951.680213373647 -60417.242292513911 -41745.162183236833 28624.5804022419 -98435.30519531251 -23362.213273045603 -44596.325753348217 2747.3221967589179 196632.14248934659 68421.723941347256 -8915.043169806986 53703.473966733873 -58943.740457214764 167651.62365581057 225764.82780539771 207635.19867187503 -33967.149118300382 113483.5304296875
leaf_weight=3620913 408267 5099 406 3447 1457 199 131 83 418 4498 226 23082 1439 365 197 1268 60 613 28 106 44 149 68 31 149 125 22 20 874 20
leaf_count=3620913 408267 5099 406 3447 1457 199 131 83 418 4498 226 23082 1439 365 197 1268 60 613 28 106 44 149 68 31 149 125 22 20 874 20
internal_value=0 -23.5584 -2366.7 -525.006 1249.9 12974.2 49571.7 75323.7 -10576.7 -14077.7 -31563.2 -1433.01 -204.204 -18191.2 9291.32 11171.3 -8300.4 5747.11 21498.1 54706.9 79628.8 97651 -7290.46 49796.8 -8606.69 130219 125125 84791.8 -43247.5 -19038.5
internal_weight=0 3.66554e+06 44624 38560 32773 6103 558 427 5787 6064 1506 26670 24848 1822 5545 5348 4558 4080 1766 327 221 193 5369 121 5248 228 53 103 1100 633
internal_count=4073804 3665537 44624 38560 32773 6103 558 427 5787 6064 1506 26670 24848 1822 5545 5348 4558 4080 1766 327 221 193 5369 121 5248 228 53 103 1100 633
is_linear=0
shrinkage=0.1


Tree=1750
num_leaves=31
num_cat=0
split_feature=4 5 6 7 0 6 0 0 6 1 0 1 4 0 6 6 4 3 4 4 6 0 6 0 1 2 1 0 1 0
split_gain=1.91404e+12 2.88357e+13 9.70231e+13 4.66643e+13 4.62303e+13 7.84284e+13 6.83408e+13 5.26479e+13 4.26424e+13 4.86334e+13 6.63352e+13 5.18083e+13 4.60628e+13 8.05495e+13 6.41363e+13 1.02899e+14 9.70086e+13 6.19081e+13 4.57647e+13 4.56236e+13 4.55176e+13 4.88857e+13 5.69649e+13 7.46456e+13 4.3779e+13 4.58427e+13 4.75083e+13 1.33726e+14 7.76984e+13 1.07464e+14
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 6.0000000000000009 55.834019500000004 62.995000000000012 59.982409200000006 55.649510000000014 65.00500000000001 30.303340300000002 59.898927250000007 30.157841000000001 23.500000000000004 60.01610465000001 70.00500000000001 71.715000000000018 19.500000000000004 4.5000000000000009 18.500000000000004 21.500000000000004 80.720000000000013 59.905532300000012 75.605000000000004 59.982409200000006 36.049731800000011 8767.0000000000018 39.178027400000005 55.910578700000009 37.804148700000006 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -3 -2 11 24 -10 13 14 18 16 -16 -18 -12 -19 21 -17 -23 -24 -11 26 27 28 -26 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 12 -13 -14 -15 15 20 17 19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-37.187741086968764 125.16624514339036 13735.205470197683 376.85090262524119 3811.9451776006567 -20171.55817404401 18561.066754411131 49937.737125913562 37887.9812729521 14897.882779853288 -13371.368628572254 32212.766306395453 -19613.036164706729 -2107.8312666522334 -12883.157563276352 35368.699084924767 86161.767268714131 53188.384453125 274452.68632015307 -10954.715398389102 128448.83256578949 -1828.5483308480457 -16789.41372242647 25394.995680519387 186799.89871794873 3745.8576222633851 -8222.387881673927 2685.2408369142031 -22782.155884435109 -3624.8355434822938 -33624.214194084969
leaf_weight=3147398 671928 4332 148933 13663 1350 1662 155 1140 516 3524 472 2771 1855 628 108 196 35 49 512 38 306 170 108 39 16418 10043 22830 3159 18188 1278
leaf_count=3147398 671928 4332 148933 13663 1350 1662 155 1140 516 3524 472 2771 1855 628 108 196 35 49 512 38 306 170 108 39 16418 10043 22830 3159 18188 1278
internal_value=0 126.343 1297.97 7449.24 13201.8 3586.12 -12951 18767 -139.325 -2274.27 -1784.18 -14195.4 9988.36 18420.7 28090.5 45293.1 104394 165499 9751.64 210681 28695.8 46903.2 22629.8 68216.7 -2488.91 -1955.66 -938.463 -3057.39 -1320.94 -5594.38
internal_weight=0 926406 171235 22302 8639 3167 1505 5472 755171 83243 79956 3287 4516 2661 2033 1049 230 122 984 87 819 513 317 147 75440 71916 61873 39043 35884 19466
internal_count=4073804 926406 171235 22302 8639 3167 1505 5472 755171 83243 79956 3287 4516 2661 2033 1049 230 122 984 87 819 513 317 147 75440 71916 61873 39043 35884 19466
is_linear=0
shrinkage=0.1


Tree=1751
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 0 1 4 4 1 0 7 4 1 6 6 1 6 4 4 6 4 4 4 6 4 6 4 1
split_gain=2.22617e+12 9.62414e+12 1.15802e+14 1.14307e+14 5.50769e+14 2.18178e+14 1.86672e+14 1.67031e+14 1.27964e+14 9.80813e+13 8.33694e+13 1.12872e+14 1.86075e+14 9.72724e+13 8.66699e+13 7.87654e+13 7.6262e+13 8.35156e+13 7.177e+13 7.12098e+13 7.02982e+13 7.74732e+13 7.22749e+13 1.02986e+14 6.45568e+13 8.64391e+13 7.29091e+13 7.46088e+13 6.45427e+13 7.07475e+13
threshold=36.000000000000007 55.840017500000009 37.702956500000006 37.618684050000006 55.850146250000009 37.503969450000007 55.858844800000007 37.517483500000004 10.500000000000002 20.500000000000004 37.425454150000007 55.876067900000002 6.0000000000000009 16.500000000000004 37.488790500000007 53.310000000000009 56.010000000000012 37.46219940000001 50.010000000000012 24.500000000000004 20.500000000000004 84.810000000000016 25.500000000000004 26.500000000000004 24.500000000000004 40.610000000000007 12.500000000000002 80.720000000000013 27.500000000000004 37.488790500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 24 18 -5 -4 -3 12 28 -13 -15 -16 -14 -18 -8 -11 21 -6 -22 -24 25 -7 -27 -28 -12 -30
right_child=-2 2 9 4 20 6 7 -9 -10 19 11 13 16 14 15 -17 17 -19 -20 -21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-535.75005289340652 20.480465836900244 1904.2985577297293 -12329.008063557943 -29700.861884765625 11628.214017509865 -10219.861498471524 -12921.296716931402 -856.8623870352385 78354.951381306717 -259453.984375 17317.255773964058 -76871.984043774166 34275.695392776746 118100.30159505208 30500.069843219077 -40214.332876604763 150778.83971512958 62684.30450825554 -77730.420201125802 -68256.071516685057 -10929.320579122186 -26391.798695709389 109238.02708213877 7282.9935369379382 2896.921976640368 -20045.129745023045 -63374.221948534134 738.28993210565477 26726.236408943969 -122621.10129464285
leaf_weight=238382 3783399 6982 660 120 7534 1410 294 17799 1264 21 3588 194 413 60 292 342 164 313 408 269 4747 577 109 1088 698 1001 1338 210 58 70
leaf_count=238382 3783399 6982 660 120 7534 1410 294 17799 1264 21 3588 194 413 60 292 342 164 313 408 269 4747 577 109 1088 698 1001 1338 210 58 70
internal_value=0 -266.82 965.485 1608.95 8796.22 -1505.05 -7248.34 -2743.86 68986 -33628 9155.67 18371 24664.5 -14273 3225.85 -7645.55 65734.6 92972.6 -50588.1 -82101.4 2869.32 8923.55 -5392.1 16567.1 -25143.4 -30087.1 -41076.8 -54676.8 14828 -54948.1
internal_weight=0 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 5494 4606 888 694 634 890 477 702 290 14055 8111 5944 1197 4657 3959 2549 1548 3716 128
internal_count=4073804 290405 52023 51073 15439 35634 23158 18501 1384 950 12476 5494 4606 888 694 634 890 477 702 290 14055 8111 5944 1197 4657 3959 2549 1548 3716 128
is_linear=0
shrinkage=0.1


Tree=1752
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 7 6 0 4 1 4 1 1 6 6 0 6 6 6 4 1 0 4 5 0 6 6 6 6 6
split_gain=1.90273e+12 1.61209e+13 2.95076e+13 3.8421e+13 4.46292e+13 3.52968e+13 3.98831e+13 3.6652e+13 3.67576e+13 3.55859e+13 5.38207e+13 3.46828e+13 3.04871e+13 6.90709e+13 4.84985e+13 4.27561e+13 2.87171e+13 2.74213e+13 3.26506e+13 2.68143e+13 3.35685e+13 2.65308e+13 2.49696e+13 2.13338e+13 2.12702e+13 2.04945e+13 1.94023e+13 2.09006e+13 3.77998e+13 5.76225e+13
threshold=17.500000000000004 30.345769800000003 59.898927250000007 59.825842200000004 30.509101000000005 6.0000000000000009 96.050000000000011 59.882709350000006 24.500000000000004 30.370944000000005 21.500000000000004 30.472130500000002 30.362494150000003 53.005000000000003 37.995000000000012 59.848366150000011 78.010000000000005 66.010000000000005 59.505000000000003 24.500000000000004 30.452677500000004 59.838047850000002 26.500000000000004 2.5000000000000004 59.882709350000006 67.91500000000002 149.05000000000004 63.415000000000006 75.605000000000004 79.710000000000022
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 26 3 11 5 9 7 19 -9 10 -5 16 15 14 -14 17 23 18 -12 20 -7 -21 -11 -3 -24 -23 27 -2 -29 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 22 12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 25 24 -25 -26 -27 -28 28 29 -31
leaf_value=13.201225408765868 799.55442484368757 -18824.626068273876 -6042.2997917611319 -56195.016506410262 -9267.4440932204361 -32586.296268705821 130841.78143750002 30357.152467442887 -21300.958803292411 23918.26472027964 21103.164492849577 -473.43778722628616 145148.14934895834 201716.86672207448 -57476.972280092596 118380.41556762694 -77330.931551408183 -27751.996836255945 168952.16703125002 90821.134994283551 16657.58567979691 22669.643479546445 1816.4399399142796 52872.131756036928 -81208.280468750003 -38976.149398526279 -93197.925967261908 22055.497024708719 -36846.957698181337 8432.437203245845
leaf_weight=3927269 10672 731 9580 39 1029 525 25 647 175 958 59 117564 21 47 27 60 81 69 20 41 188 180 135 44 40 77 21 1450 337 1693
leaf_count=3927269 10672 731 9580 39 1029 525 25 647 175 958 59 117564 21 47 27 60 81 69 20 41 188 180 135 44 40 77 21 1450 337 1693
internal_value=0 -353.805 -697.025 -279.963 8936.98 14557.2 5388.22 3677.18 19359.4 26107.1 54378.3 -619.469 68610.5 115547 31171.5 47173.4 -20675.5 18305.7 58533.3 -9073.33 -19601.9 16117.6 17573.3 -14754.1 -17160.6 4199.89 2851.54 2994.06 9723.9 915.612
internal_weight=0 146535 132362 122782 4362 3333 1858 1833 822 1475 342 118420 303 95 48 208 856 148 79 1011 713 298 1133 775 175 257 14173 14152 3480 2030
internal_count=4073804 146535 132362 122782 4362 3333 1858 1833 822 1475 342 118420 303 95 48 208 856 148 79 1011 713 298 1133 775 175 257 14173 14152 3480 2030
is_linear=0
shrinkage=0.1


Tree=1753
num_leaves=31
num_cat=0
split_feature=6 1 6 0 0 0 4 4 1 5 3 3 0 3 0 0 2 1 3 4 1 0 1 7 0 3 7 0 1 6
split_gain=1.89573e+12 1.03925e+13 1.08252e+13 2.44394e+13 1.47865e+13 1.32517e+13 2.02687e+13 1.49701e+13 1.29588e+13 2.79281e+13 1.17466e+13 1.05035e+13 1.01312e+13 9.60091e+12 2.37697e+13 1.57959e+13 1.3524e+13 3.00327e+13 1.52125e+13 9.57703e+12 9.55639e+12 9.36983e+12 1.57199e+13 1.23532e+13 1.61662e+13 1.01513e+13 8.72476e+12 8.62783e+12 7.93548e+12 3.78812e+13
threshold=27.215000000000003 30.323041000000003 26.495000000000001 55.183288250000011 55.866549750000011 55.034466500000008 16.500000000000004 19.500000000000004 30.362494150000003 1.5000000000000002 5.5000000000000009 1.5000000000000002 55.061158000000006 2.5000000000000004 43.687280500000007 43.6005307 75.000000000000014 37.873748150000004 1.5000000000000002 16.500000000000004 37.682335600000009 57.100506200000005 118.02765200000002 6.0000000000000009 57.125462300000009 5.5000000000000009 6.0000000000000009 55.82518790000001 39.735861600000007 24.030000000000005
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 -1 8 5 -5 -4 -7 12 9 10 11 -3 -8 14 15 28 17 18 20 27 -16 -15 23 -23 -25 -24 -21 -20 29 -10
right_child=-2 2 3 4 -6 6 7 -9 13 -11 -12 -13 -14 21 16 -17 -18 -19 19 26 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-7706.0893352927569 -9.9713138268829393 -9053.0473876953129 1170.2572466566041 16179.519425218765 4623.2102886913617 1027.5014606439152 -46954.265871411706 13982.191765372985 38521.360188462997 122979.15408653846 -20432.708248309238 64035.062572763476 10380.716757812501 1528.1015538343609 -26087.073908251725 -31068.331680847012 -137.9858564502909 -75748.941202320784 8574.1567032757939 -57071.103263346355 3445.2333360208049 -5178.1225923262327 15402.351577758789 31905.322022523273 1082.9497124024458 85121.461668346776 -2068.8163984206631 53030.861716872001 -11744.053935844473 -53448.816298076919
leaf_weight=1528 3988583 32 4459 1759 2988 468 258 62 144 26 67 51 35 41517 422 389 21660 68 272 36 148 5607 64 188 1794 31 145 52 886 65
leaf_count=1528 3988583 32 4459 1759 2988 468 258 62 144 26 67 51 35 41517 422 389 21660 68 272 36 148 5607 64 188 1794 31 145 52 886 65
internal_value=0 466.686 615.898 3698.17 8905.4 -981.623 -12640.5 -30659.1 196.26 27298.6 10714 35856.5 -40105.4 131.352 -1495.5 -13758.7 -697.422 -11298.8 -7221.97 5416.31 -18419 934.412 -2273.32 -2779.38 4006.57 38152.8 -13008.5 15709.2 -7609.43 9918.2
internal_weight=0 85221 83693 10029 4747 5282 823 355 73664 176 150 83 293 73488 24287 1484 22803 1143 1075 505 570 49201 7684 7589 1982 95 181 324 1095 209
internal_count=4073804 85221 83693 10029 4747 5282 823 355 73664 176 150 83 293 73488 24287 1484 22803 1143 1075 505 570 49201 7684 7589 1982 95 181 324 1095 209
is_linear=0
shrinkage=0.1


Tree=1754
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 6 1 1 0 4 6 0 7 0 4 1 2 1 3 6 4 2 1 4 1 1 1 6 1 6
split_gain=1.88103e+12 2.33837e+13 4.79454e+13 1.45085e+14 1.47672e+14 6.91524e+13 6.39222e+13 1.00655e+14 9.15879e+13 6.30105e+13 6.48743e+13 6.43679e+13 5.95149e+13 1.31272e+14 1.13912e+14 9.81329e+13 9.36258e+13 7.64005e+13 1.1059e+14 7.91538e+13 8.92548e+13 7.54834e+13 2.49606e+14 2.15699e+14 1.04544e+14 2.91535e+14 2.27208e+14 1.62385e+14 1.34376e+14 8.61282e+13
threshold=56.128722100000005 55.876067900000002 37.729575300000008 55.910578700000009 52.061190950000004 79.710000000000022 37.740454950000007 37.768783500000005 55.922096200000006 16.500000000000004 60.910000000000004 55.922096200000006 6.0000000000000009 55.988910100000005 10.500000000000002 37.442254400000003 75.000000000000014 37.543519500000009 9.5000000000000018 66.50500000000001 30.500000000000004 75.000000000000014 37.534144550000008 15.500000000000002 37.618684050000006 37.631035900000008 37.517483500000004 79.710000000000022 37.682335600000009 128.05000000000004
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 12 4 5 -4 9 8 -8 -5 -11 -12 15 14 -14 -3 17 19 -19 20 -16 22 23 -17 26 -26 -23 -28 -27 -30
right_child=-2 2 3 6 -6 -7 7 -9 -10 10 11 -13 13 -15 16 21 -18 18 -20 -21 -22 24 -24 -25 25 28 27 -29 29 -31
leaf_value=36.701927320628549 113.8896220172295 -1891.7165350695745 -7219.1579842726733 4212.6490147636841 -50522.614765602615 -38495.932100739294 41557.209467792964 -1116.7502196583832 -2363.8172379500384 -14324.452636732814 61006.530678353658 -69619.745873299296 -22308.627647669175 -37541.051563248322 20287.207007320987 -4578.3956049369235 9467.9141273190635 -34261.27395288855 -2765.32985051473 -15502.16263190718 -7846.072796988924 13696.940826393518 8023.1114990859678 -82195.429956213222 -155101.68006465517 -35913.043138359819 45768.714347353278 152648.99526339603 9777.1666519629325 169488.51534926472
leaf_weight=2790408 1069483 19003 11549 805 927 753 1063 131560 858 868 41 472 2295 1044 2869 855 8090 1745 3087 1782 1858 7732 7394 616 116 701 722 177 4897 34
leaf_count=2790408 1069483 19003 11549 805 927 753 1063 131560 858 868 41 472 2295 1044 2869 855 8090 1745 3087 1782 1858 7732 7394 616 116 701 722 177 4897 34
internal_value=0 -40.5426 -1048.17 -2037.46 -12033.9 -9133.6 -1062.71 -784.924 21940.2 -18024.6 -30986.9 -59179.8 1217.43 -2903.69 -1239.26 3438.61 1249.24 -4613.47 -14139.6 2458.31 9229.11 7796.38 538.745 -37081.5 12270.9 1822.3 19229.4 66811.9 5054.39 10878.4
internal_weight=0 3.00432e+06 213913 148896 13229 12302 135667 133481 1921 2186 1381 513 65017 22770 21726 42247 19431 11341 4832 6509 4727 23244 8865 1471 14379 5748 8631 899 5632 4931
internal_count=4073804 3004321 213913 148896 13229 12302 135667 133481 1921 2186 1381 513 65017 22770 21726 42247 19431 11341 4832 6509 4727 23244 8865 1471 14379 5748 8631 899 5632 4931
is_linear=0
shrinkage=0.1


Tree=1755
num_leaves=31
num_cat=0
split_feature=1 6 6 6 6 2 0 3 0 2 0 6 0 4 0 0 0 0 0 1 5 6 4 5 5 6 6 4 2 6
split_gain=2.03021e+12 7.89489e+12 1.09035e+13 1.04506e+13 1.23122e+13 1.04599e+13 9.99706e+12 1.0759e+13 9.69207e+12 8.87739e+12 2.13529e+13 1.80096e+13 1.60362e+13 1.67137e+13 1.65305e+13 1.84237e+13 1.59349e+13 7.18709e+13 3.07294e+13 1.9776e+13 1.64068e+13 3.69162e+13 4.24417e+13 1.98591e+13 1.77998e+13 3.79839e+13 1.7918e+13 1.83175e+13 1.64824e+13 1.6663e+13
threshold=91.292296250000007 37.995000000000012 35.995000000000012 41.505000000000003 46.010000000000012 3658.0000000000005 48.179569850000007 3.5000000000000004 56.006509350000009 9236.5000000000018 51.768991500000006 76.605000000000004 51.659529100000007 4.5000000000000009 51.307150200000002 50.596941950000009 50.556058150000005 51.567244500000008 51.768991500000006 118.02765200000002 2.5000000000000004 65.805000000000021 9.5000000000000018 1.5000000000000002 3.5000000000000004 86.920000000000016 76.605000000000004 8.5000000000000018 7912.5000000000009 60.605000000000011
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 8 5 -5 -3 7 -6 -2 16 11 12 13 -11 15 -15 20 -18 -19 -20 23 22 28 -8 -23 26 -26 -28 29 -22
right_child=1 3 -4 4 6 -7 9 -9 -10 10 -12 -13 -14 14 -16 -17 17 18 19 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-13.43234425293789 -1654.9685576338481 12861.315826228216 -5126.9132618850072 -1683.8829839454058 -96105.899502840912 2624.1271768784627 -18844.648931027248 2792.6174715909092 2629.7162793418615 20299.194594561046 243.21912491427179 -37074.859600177995 -38987.99217936198 -6691.2684850878395 45012.461776620374 -46083.29320714614 -62054.225539303901 29855.251826916439 1436.933786890321 -81164.263437100119 -45906.152286176541 25653.310111145154 -101501.26711467162 24268.771458637286 880.62351831896558 58099.537064034601 -39070.917285156254 -165397.4674893466 25199.570942735183 12467.948112824677
leaf_weight=3931467 15185 1105 5470 21782 22 10315 121 22 8093 236 22055 234 144 935 54 136 178 382 53983 29 134 459 59 913 29 42 24 22 97 77
leaf_count=3931467 15185 1105 5470 21782 22 10315 121 22 8093 236 22055 234 144 935 54 136 178 382 53983 29 134 459 59 913 29 42 24 22 97 77
internal_value=0 371.013 -1109.39 745.683 425 3614.68 996.432 -46656.6 -165.324 1022.53 -597.965 -11266.3 -7253.59 -3895.94 -8971.55 -11693.4 1704.38 1384.87 1592.47 1392.58 10523.9 984.658 -23802.7 19223.6 16778 -18040.4 -60678.8 -99488 -8918.94 -24603.8
internal_weight=0 142337 28748 113589 102169 11420 80387 44 23278 80343 23794 1739 1505 1361 1125 1071 56549 54572 54394 54012 1977 943 367 1034 576 117 75 46 308 211
internal_count=4073804 142337 28748 113589 102169 11420 80387 44 23278 80343 23794 1739 1505 1361 1125 1071 56549 54572 54394 54012 1977 943 367 1034 576 117 75 46 308 211
is_linear=0
shrinkage=0.1


Tree=1756
num_leaves=31
num_cat=0
split_feature=4 5 3 6 7 2 5 1 1 1 2 1 3 5 3 1 6 1 3 1 0 1 1 1 3 0 3 0 1 1
split_gain=1.94465e+12 1.39217e+13 1.8769e+13 1.83718e+13 3.12752e+13 3.73346e+13 2.5488e+13 3.67658e+13 5.4622e+13 4.62999e+13 4.02927e+13 4.39542e+13 4.70826e+13 3.0149e+13 3.63834e+13 8.38086e+13 2.88521e+13 2.77503e+13 3.38993e+13 2.71921e+13 2.49317e+13 2.25996e+13 2.13119e+13 3.21932e+13 3.43781e+13 2.14926e+13 1.8628e+13 1.81929e+13 1.78962e+13 5.087e+13
threshold=5.5000000000000009 3.5000000000000004 10.500000000000002 189.00000000000003 6.0000000000000009 2892.5000000000005 5.5000000000000009 30.410676000000006 37.46219940000001 30.303340300000002 2970.5000000000005 39.749243900000003 1.5000000000000002 4.5000000000000009 1.5000000000000002 39.718675700000013 247.90000000000001 38.927872750000006 2.5000000000000004 43.997056950000008 55.579943700000008 92.791023150000015 83.117716000000016 50.298521650000005 2.5000000000000004 55.026775150000006 2.5000000000000004 51.768991500000006 42.186961750000002 47.386825600000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 9 26 -5 11 13 -13 14 -10 -16 21 20 -19 -14 -15 -12 23 24 -18 -25 -9 -7 -8 -30
right_child=-2 3 -4 4 5 27 28 8 10 -11 16 12 19 17 15 -17 22 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=39.865153487846179 -43.202047146883601 2279.6423533026509 92406.289559659097 -34219.298509738866 -187092.70837890625 -77612.071529244087 5051.4391192768899 26764.928038194445 63615.083877840909 -205952.833125 16533.044450947298 38357.198489583338 -139554.89242212867 -92154.551460597839 -166384.848346657 73584.244247159091 -82998.331343750004 2870.7053125000002 184783.19434523812 -50967.931274801587 43473.23932291667 -72500.286822916678 60586.617343750004 -33126.41767857143 71476.485937500009 -138128.52803400214 139550.07080078125 28172.536260775862 194211.01633522729 12812.563315054087
leaf_weight=1102183 2928705 41337 22 73 20 37 129 27 22 20 574 30 77 23 43 22 25 20 21 63 33 30 20 35 34 44 32 29 22 52
leaf_count=1102183 2928705 41337 22 73 20 37 129 27 22 20 574 30 77 23 43 22 25 20 21 63 33 30 20 35 34 44 32 29 22 52
internal_value=0 110.494 41.7088 1877.99 -8785.58 -67401.1 -5358.71 -10625.5 -5835 -71151.2 -10792.5 -38670.1 -75329.4 -4800.22 -47542.1 -85164.5 2158.6 33535.3 96045.4 -99690.8 -12231 12110.9 -35886.7 -49868.4 6021.05 -91608.6 87936.5 -31131 27539.6 66741.8
internal_weight=0 1.1451e+06 1.1022e+06 42894 1557 86 1471 1268 1175 93 1116 354 170 184 87 65 762 97 41 140 56 604 158 138 59 79 59 66 203 74
internal_count=4073804 1145099 1102205 42894 1557 86 1471 1268 1175 93 1116 354 170 184 87 65 762 97 41 140 56 604 158 138 59 79 59 66 203 74
is_linear=0
shrinkage=0.1


Tree=1757
num_leaves=31
num_cat=0
split_feature=6 2 0 5 3 0 3 2 0 0 0 0 3 5 0 4 1 0 1 2 4 5 5 0 3 3 1 0 5 4
split_gain=2.25406e+12 5.61105e+12 6.96763e+12 2.82667e+13 3.85404e+13 1.63961e+13 1.29318e+13 7.74221e+12 1.98277e+13 6.55983e+13 3.95272e+13 3.65674e+13 3.01823e+13 6.88316e+13 2.0309e+13 3.4381e+13 1.85165e+13 1.88106e+13 1.81706e+13 1.71556e+13 1.83238e+13 1.53476e+13 1.35783e+13 1.32233e+13 1.3144e+13 1.26815e+13 9.90328e+12 1.57652e+13 3.2738e+13 3.23855e+13
threshold=247.90000000000001 13505.500000000002 43.472751400000007 3.5000000000000004 3.5000000000000004 43.550475500000012 7.5000000000000009 5444.0000000000009 55.014086100000007 55.046782850000007 55.061158000000006 56.888401950000009 5.5000000000000009 4.5000000000000009 56.818587550000011 8.5000000000000018 83.025426800000005 53.175387700000009 82.963919600000011 4395.5000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 56.520242650000007 3.5000000000000004 2.5000000000000004 56.02161850000001 56.020150250000007 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 -4 -6 19 12 -10 -11 14 16 -14 15 23 18 -18 24 26 25 -22 -13 -12 -9 -21 -7 28 -28 -29
right_child=1 -3 5 4 6 7 -8 8 9 10 11 22 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-2.0833069778216808 10669.25772804054 31967.227917480472 75706.623538306449 -150217.13921370968 42637.085375000002 5959.9791378796181 -63808.971577380951 5216.7933916293514 -171698.00306919645 120820.0060267857 -141893.22617187499 34492.671182725695 -26125.881224798388 194503.69182692308 -134851.23475774951 51648.259490740747 5908.4329799107145 -85292.560377471309 92534.391236413052 124481.21982421876 39937.388125770973 -36589.221943359378 -27554.086567214443 -36919.663045247398 -70571.304114532468 29425.512156250003 -8191.0234244210387 -57047.199063387787 -143976.18124999999 56724.664096174565
leaf_weight=4070611 148 64 31 31 25 1526 21 492 28 21 24 90 31 26 31 27 42 49 23 32 76 40 58 24 24 25 56 44 26 58
leaf_count=4070611 148 64 31 31 25 1526 21 492 28 21 24 90 31 26 31 27 42 49 23 32 76 40 58 24 24 25 56 44 26 58
internal_value=0 2655.91 2056.38 -14896.6 -64036.3 3369.89 -5957.85 2589.37 -4569.96 -25879.6 -11032.6 -21933.8 4828.61 74512.2 -66767.9 -38626.8 -1476.09 -43199.8 5568.17 6353.43 36362.5 13548.9 10177 -89406.4 1691.77 82790.1 3317.43 -18598.5 -51244.9 7646.61
internal_weight=0 3193 3129 225 77 2904 46 2873 990 303 275 254 687 57 106 75 630 91 539 1883 173 116 148 48 516 57 1710 184 82 102
internal_count=4073804 3193 3129 225 77 2904 46 2873 990 303 275 254 687 57 106 75 630 91 539 1883 173 116 148 48 516 57 1710 184 82 102
is_linear=0
shrinkage=0.1


Tree=1758
num_leaves=31
num_cat=0
split_feature=4 5 6 0 0 1 6 1 7 1 6 0 4 4 6 0 6 3 3 1 0 1 0 0 1 0 3 1 0 1
split_gain=1.93869e+12 2.38905e+13 8.09777e+13 4.02402e+13 5.44255e+13 7.00034e+13 9.73876e+13 7.76076e+13 5.27961e+13 9.13922e+13 6.63827e+13 5.2283e+13 5.25455e+13 4.37509e+13 9.36948e+13 8.50666e+13 7.08749e+13 5.19907e+13 6.89037e+13 5.13735e+13 5.84752e+13 6.94498e+13 5.45069e+13 1.1962e+14 2.60702e+14 5.00598e+13 7.54473e+13 4.83414e+13 6.03733e+13 4.64948e+13
threshold=16.500000000000004 2.5000000000000004 68.515000000000015 47.139841100000005 53.20799465000001 39.135518400000002 93.050000000000011 39.231261550000006 6.0000000000000009 39.178027400000005 95.045000000000016 51.707269950000004 17.500000000000004 17.500000000000004 101.02000000000002 43.6005307 82.00500000000001 6.5000000000000009 4.5000000000000009 38.999037500000007 45.053967500000006 39.105193450000009 45.040161900000008 45.047736150000013 38.977585500000011 45.07004340000001 15.500000000000002 39.044653900000007 45.00849250000001 38.977585500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 -7 -13 14 15 16 -4 18 -16 22 21 27 -17 24 -24 26 -25 -21 -29 -19
right_child=1 2 3 4 -6 7 -8 -9 -10 -11 -12 12 -14 -15 17 19 -18 29 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-37.426505763954744 -114.66254518550556 7551.400229386265 16598.098713235297 -46808.617998740461 575.95442354484419 -15027.944178792539 13011.483445282756 -8302.027118091808 17871.976515021128 37066.55884350033 41443.242471441707 29793.219990007266 -90207.540012318466 2282.3562123337119 -3828.606873833955 103.49457425301534 207000.74669667121 -47118.027592181221 107421.46814630681 29748.775334540303 -10068.491055397844 -19059.016509356832 -30530.480731997286 102682.90275033805 445596.63627717394 24242.141854547466 -48884.667948248447 -12531.266933079771 133339.16358816964 947.88172114269992
leaf_weight=3147398 755171 17935 34 880 122886 371 394 9694 2298 309 119 43 241 12269 201 285 46 404 77 397 763 215 23 208 23 530 39 38 112 401
leaf_count=3147398 755171 17935 34 880 122886 371 394 9694 2298 309 119 43 241 12269 201 285 46 404 77 397 763 215 23 208 23 530 39 38 112 401
internal_value=0 127.154 1193.6 449.782 -104.546 -5932.4 -28308.5 -3752.12 9293.36 -8909.48 -27264.3 -39747 -72038.4 5185.12 14567.1 24493.3 126080 -10298.9 26985.3 21406.8 9500.4 29095 37794.1 50846.2 207533 41570 78751.2 48022.1 96385.3 -23174.6
internal_weight=0 926406 171235 153300 137235 14349 1274 13075 3381 1083 774 655 284 16065 3796 2713 80 1083 278 2633 1525 762 1108 823 46 777 247 547 150 805
internal_count=4073804 926406 171235 153300 137235 14349 1274 13075 3381 1083 774 655 284 16065 3796 2713 80 1083 278 2633 1525 762 1108 823 46 777 247 547 150 805
is_linear=0
shrinkage=0.1


Tree=1759
num_leaves=31
num_cat=0
split_feature=6 6 6 1 0 2 1 4 1 3 1 3 1 4 1 0 1 5 4 4 1 4 1 1 0 1 1 7 4 1
split_gain=2.11514e+12 3.6055e+13 2.97597e+13 4.34359e+13 2.78884e+13 8.86301e+13 9.70182e+13 3.20998e+13 4.00703e+13 4.41612e+13 2.47686e+13 3.1981e+13 2.47903e+13 2.85329e+13 2.99658e+13 3.4049e+13 2.9665e+13 2.44492e+13 2.53795e+13 2.35581e+13 7.0029e+13 7.92121e+13 2.65001e+13 2.56603e+13 2.40128e+13 2.28224e+13 4.44549e+13 2.24452e+13 2.20966e+13 2.1536e+13
threshold=59.245000000000012 58.305000000000007 60.005000000000003 37.957884500000006 55.046782850000007 9651.0000000000018 82.95992385000001 11.500000000000002 82.93515810000001 6.5000000000000009 38.977585500000011 18.500000000000004 83.000013850000016 8.5000000000000018 82.92647190000001 55.02095400000001 82.93515810000001 1.5000000000000002 11.500000000000002 10.500000000000002 82.93515810000001 14.500000000000002 82.958608050000009 47.899251850000006 56.148747500000006 39.723160900000003 39.652459050000012 6.0000000000000009 14.500000000000002 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 27 7 8 -7 -10 11 -5 13 -12 -15 -16 -17 19 -19 22 23 -22 -3 24 25 26 -21 -6 -8 -2
right_child=2 17 -4 4 5 6 28 -9 9 -11 12 -13 -14 14 15 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19.188638446242859 1215.3987764538338 7412.9497975667318 26.881244818804511 -9993.4306158408563 -1989.8334596480099 -26614.849024831597 -5560.6783519252776 -11661.240689981933 -31338.255803806795 -81237.033773497751 -3238.1132281206665 77750.741970098592 -6144.8564518427402 1238.1318194574985 22946.912569106025 60755.752395519579 -494.77051706274136 1521.5359775891998 5653.4224502762499 -4022.6407517206098 -218186.09539930557 -22816.948230229595 -6474.2015538591731 24507.510097526236 -52322.693638564037 -47965.702836771845 143350.55834517046 -9419.4188483053804 27472.169653126552 15611.765458726797
leaf_weight=2678924 22254 2112 1206187 3784 20572 880 1031 491 326 389 11396 42 6516 14677 1494 83 1671 70993 18803 294 36 49 3933 169 163 103 22 5068 252 1090
leaf_count=2678924 22254 2112 1206187 3784 20572 880 1031 491 326 389 11396 42 6516 14677 1494 83 1671 70993 18803 294 36 49 3933 169 163 103 22 5068 252 1090
internal_value=0 49.279 -105.36 -1838.84 -3105.59 -5461.99 -20710.7 -34019.3 -40901.9 -58486 -1382.15 -9030.22 -565.636 674.233 3161.55 11853 2403.63 1946.52 2386.74 -3798.26 -19532.3 -105562 -1622.31 -9795.26 -19756 -7086.9 6237.52 -3458.36 927.457 1887.61
internal_weight=0 2.7756e+06 1.2982e+06 92016 68672 29009 3369 2086 1595 715 39663 3826 35837 29321 17925 3248 1754 96677 89796 6881 836 85 6045 751 582 419 316 25640 1283 23344
internal_count=4073804 2775601 1298203 92016 68672 29009 3369 2086 1595 715 39663 3826 35837 29321 17925 3248 1754 96677 89796 6881 836 85 6045 751 582 419 316 25640 1283 23344
is_linear=0
shrinkage=0.1


Tree=1760
num_leaves=31
num_cat=0
split_feature=4 0 4 6 1 7 1 1 6 3 0 0 1 1 6 6 3 1 6 4 3 3 6 4 3 3 6 6 4 6
split_gain=2.1582e+12 1.01231e+13 2.15702e+13 2.96651e+13 2.35161e+13 2.87661e+13 9.30807e+13 4.6268e+13 3.99707e+13 3.28755e+13 3.24511e+13 2.92339e+13 7.9773e+13 4.38187e+13 3.62217e+13 6.25269e+13 3.41619e+13 2.71684e+13 2.44836e+13 2.26084e+13 2.1279e+13 2.05622e+13 1.99496e+13 1.83091e+13 1.80416e+13 1.98795e+13 1.64901e+13 1.60346e+13 1.59107e+13 1.59874e+13
threshold=19.500000000000004 60.042359000000012 20.500000000000004 82.905000000000015 30.425503950000003 6.0000000000000009 30.362494150000003 30.345769800000003 90.045000000000016 10.500000000000002 60.05226170000001 60.064438250000002 30.303340300000002 30.157841000000001 56.205000000000005 82.00500000000001 6.5000000000000009 30.410676000000006 36.905000000000008 27.500000000000004 18.500000000000004 7.5000000000000009 38.405000000000008 22.500000000000004 8.5000000000000018 6.5000000000000009 106.49500000000002 62.995000000000012 25.500000000000004 36.605000000000011
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 3 -3 5 6 11 8 10 22 -7 12 -4 16 21 -16 -13 19 -15 27 24 -14 -9 -20 25 -17 -26 -8 29 -11
right_child=1 2 4 -5 -6 7 17 9 -10 28 -12 13 14 18 15 20 -18 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=26.426318296383325 -292.8420215501115 -16885.561047261919 -27597.944157881531 78387.337718290437 14429.493758467152 -34754.069300908632 -29038.577080413095 4534.0327030600847 -74336.171164772735 -4943.6765578091681 734.26126560172827 -573.95896199544268 -27733.168314302889 13145.290044328503 114961.10518229166 50581.388917824079 159493.02829427086 3504.8127015675586 -70636.710191761362 -8231.0505989756475 -62574.397062800475 31748.196513380088 24329.734440140612 -5638.8374859523774 36402.351660156251 -77476.777947443174 146314.4513392857 -57939.764152860269 -8512.496040214628 13347.493624640036
leaf_weight=3599339 456221 843 249 34 1601 276 379 692 77 674 3879 24 78 798 135 27 30 219 44 235 26 228 1926 2880 39 22 21 389 777 1642
leaf_count=3599339 456221 843 249 34 1601 276 379 692 77 674 3879 24 78 798 135 27 30 219 44 235 26 228 1926 2880 39 22 21 389 777 1642
internal_value=0 -200.473 2109.37 -13192 2882.06 1709.45 -3872.23 4978.29 -2946.08 10850.5 -1623.09 2643.54 19696.8 -1082.34 40141.9 66838.2 88352.1 -28405 -2379.88 -35372.4 18715.3 16586.3 19097.3 -6616.92 38105.5 -6914.11 74871.6 -43677.3 3870.14 8024.42
internal_weight=0 474465 18244 877 17367 15766 5823 9943 4232 5711 4155 4601 825 3776 576 270 54 1222 3722 1003 135 306 2618 2924 109 49 60 768 3093 2316
internal_count=4073804 474465 18244 877 17367 15766 5823 9943 4232 5711 4155 4601 825 3776 576 270 54 1222 3722 1003 135 306 2618 2924 109 49 60 768 3093 2316
is_linear=0
shrinkage=0.1


Tree=1761
num_leaves=31
num_cat=0
split_feature=6 4 6 1 2 0 3 3 2 0 3 6 6 0 0 4 0 6 6 0 7 5 0 1 0 0 0 4 1 1
split_gain=1.99184e+12 1.36993e+13 4.13807e+13 3.28897e+13 3.78065e+13 1.29106e+14 8.73501e+13 3.2445e+13 3.22889e+13 5.83103e+13 3.23831e+13 2.34049e+13 4.99308e+13 7.39849e+13 4.27922e+13 3.78198e+13 6.1712e+13 4.62256e+13 4.88293e+13 4.54613e+13 6.91669e+13 3.60052e+13 3.47184e+13 3.42248e+13 3.41332e+13 5.1474e+13 1.59587e+14 5.11705e+13 7.28753e+13 3.12317e+13
threshold=42.005000000000003 17.500000000000004 41.990000000000002 37.475446350000006 75.000000000000014 55.775215600000003 8.5000000000000018 17.500000000000004 915.50000000000011 56.228352100000002 10.500000000000002 34.905000000000008 36.605000000000011 55.812023600000011 55.737027400000009 19.500000000000004 55.633951400000008 38.805000000000007 40.610000000000007 55.768246800000007 6.0000000000000009 1.5000000000000002 55.595177750000005 37.729575300000008 55.649510000000014 55.759969450000007 55.753967500000009 26.500000000000004 37.618684050000006 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 9 11 -11 14 24 15 -3 16 22 19 -19 -17 29 -16 -14 -22 -13 26 -26 28 -28 -21
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 21 17 -18 18 -20 20 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-42.221262042745728 -50.520561136324346 4364.0832240803165 -12068.125087965172 9163.9945175015364 -66.772550567626965 -267252.05863839289 -48290.796679687504 112248.96100000001 -185.40973811916561 160287.15449776789 31399.165612792971 -104.13896637426591 2486.0752746270628 9071.0350130218376 -7589.7910801094613 -7062.8739594789822 26968.376048716509 4819.9556513609996 -8754.5371423105535 93857.240317382821 -63417.743079432374 53163.220678341029 -41472.782088290129 -4621.0725523933534 17694.291829065045 4765.9461730679041 334132.80249999999 18006.812866210938 121488.05268407616 -3145.6136048615285
leaf_weight=1167205 2676587 7236 131 9295 1600 35 38 25 166043 35 44 2468 980 9329 6663 4825 1133 7832 4005 40 462 99 220 126 3560 3458 20 32 83 195
leaf_count=1167205 2676587 7236 131 9295 1600 35 38 25 166043 35 44 2468 980 9329 6663 4825 1133 7832 4005 40 462 99 220 126 3560 3458 20 32 83 195
internal_value=0 96.78 802.148 6751.97 -5505.96 -43509.1 -153272 7854.48 499.775 2652.68 88501.4 2524.14 3789.68 1727.81 -980.791 -1728.9 10230.4 -3324.61 227.082 -10768.2 -32491.3 -6700.33 -5573.05 -50818.5 10036.1 13534.8 21741.3 128462 162778 13365.5
internal_weight=0 1.39722e+06 230012 11124 1829 229 73 156 218888 52845 79 52766 38768 29147 13998 19818 2333 17485 11837 5648 823 6762 1200 588 9621 7153 3695 135 103 235
internal_count=4073804 1397217 230012 11124 1829 229 73 156 218888 52845 79 52766 38768 29147 13998 19818 2333 17485 11837 5648 823 6762 1200 588 9621 7153 3695 135 103 235
is_linear=0
shrinkage=0.1


Tree=1762
num_leaves=31
num_cat=0
split_feature=4 1 1 0 1 4 1 6 1 7 6 7 3 0 2 6 3 6 6 0 4 4 3 4 0 6 0 0 2 4
split_gain=2.20867e+12 9.42748e+12 4.25312e+13 7.24973e+13 7.91504e+13 1.16599e+14 1.07128e+14 1.46747e+14 7.47612e+13 9.40387e+13 6.02745e+13 5.73465e+13 5.4556e+13 5.2999e+13 5.29874e+13 4.81296e+13 8.22846e+13 4.66596e+13 5.56342e+13 3.79722e+13 3.76704e+13 3.57795e+13 3.2439e+13 4.65283e+13 3.21361e+13 5.26187e+13 4.8307e+13 1.73132e+14 5.22446e+13 4.73609e+13
threshold=19.500000000000004 39.843340650000009 49.147669400000005 55.834019500000004 43.997056950000008 23.500000000000004 43.932356550000009 77.565000000000012 39.908802000000009 6.0000000000000009 53.705000000000005 6.0000000000000009 23.500000000000004 56.288960650000007 2882.5000000000005 41.505000000000003 15.500000000000002 91.02500000000002 101.02000000000002 45.047736150000013 23.500000000000004 29.500000000000004 18.500000000000004 25.500000000000004 55.806294650000005 52.610000000000007 55.775215600000003 55.783232450000007 4556.0000000000009 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 8 5 13 -7 15 11 14 -6 -3 -11 -5 17 -8 -17 20 -19 -16 -10 -22 -12 -24 25 -21 28 -28 -27 -29
right_child=1 2 -4 4 10 6 7 -9 9 12 22 -13 -14 -15 19 16 -18 18 -20 24 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=26.733519028670624 -480.15930991758091 -101617.41074218751 -100.3101106412267 -64847.029731514085 2290.2736248565993 7952.7686282531213 6665.5769904084918 195343.10132929106 39342.600696286288 8414.3917335814676 -16900.160075979675 51193.946212121213 -51721.260684595356 -7683.9812449376732 -29517.142011088712 21569.615041528567 120137.17061338684 -74553.575716145846 76168.979779296889 12282.109480959511 126461.87144334783 11143.888378906251 -27893.524662272139 -101839.94650106838 11259.475797786799 -27006.192701098382 298601.07879464288 119619.03328993055 63556.830808937157 23161.683628678147
leaf_weight=3599339 342042 96 118516 213 1631 1755 258 67 132 4580 1510 33 156 680 124 198 148 48 50 394 169 32 312 117 671 98 35 81 182 137
leaf_count=3599339 342042 96 118516 213 1631 1755 258 67 132 4580 1510 33 156 680 124 198 148 48 50 394 169 32 312 117 671 98 35 81 182 137
internal_value=0 -202.803 513.594 5745.31 -1542.09 9574.68 20946.4 54931.1 12898.8 14311.1 -11877.3 -62526.1 6433.57 -21318.6 31639.6 39355.6 63731.5 62997.1 2345.69 23791.1 80846.5 108103 -23794.4 -48060.7 27927.6 39992.7 60476.7 92147.5 31859.8 59001.3
internal_weight=0 474465 132423 13907 6889 3319 2426 671 7018 6889 3570 129 4736 893 2153 604 346 431 98 1722 333 201 1939 429 1598 927 533 253 280 218
internal_count=4073804 474465 132423 13907 6889 3319 2426 671 7018 6889 3570 129 4736 893 2153 604 346 431 98 1722 333 201 1939 429 1598 927 533 253 280 218
is_linear=0
shrinkage=0.1


Tree=1763
num_leaves=31
num_cat=0
split_feature=4 4 2 2 6 6 5 0 1 1 0 3 3 0 5 1 3 0 0 6 0 0 0 6 1 6 3 6 6 1
split_gain=1.90281e+12 1.33776e+13 5.72947e+13 4.99859e+13 7.0638e+13 5.49015e+13 5.45256e+13 5.1997e+13 5.15745e+13 4.37233e+13 4.0657e+13 4.25513e+13 4.01072e+13 4.00035e+13 8.46617e+13 5.83973e+13 3.94014e+13 3.93326e+13 3.62266e+13 4.42488e+13 4.30263e+13 1.18673e+14 1.35512e+14 7.74601e+13 3.50558e+13 6.81147e+13 4.16062e+13 3.86071e+13 5.22198e+13 7.33089e+13
threshold=5.5000000000000009 6.5000000000000009 2865.5000000000005 2599.0000000000005 71.715000000000018 52.990000000000002 4.5000000000000009 59.963561900000009 30.205407000000005 30.157841000000001 60.028671700000011 1.5000000000000002 4.5000000000000009 59.856552950000008 1.5000000000000002 30.452677500000004 2.5000000000000004 44.046956350000009 56.872182500000008 81.02500000000002 56.020150250000007 55.910578700000009 55.93962770000001 101.02000000000002 37.318079750000003 134.05000000000004 1.5000000000000002 78.010000000000005 104.01000000000001 36.593086150000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 17 9 -7 11 13 16 15 -15 -10 -12 -8 20 -20 21 24 -23 -24 25 26 -6 -28 -29 -30
right_child=1 -3 -4 5 18 6 7 -9 10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=109.29852621119095 -1597.498246604081 -7.0831385005648233 1966.7335493519965 -1821.1504801285664 -27319.137069163608 17791.666753160254 143809.5705357143 -95714.620876736124 107449.58947482641 144999.80330729167 95773.18756009615 -9813.0097036631996 131401.00691105772 123758.60114062502 -66396.643170281808 -21580.086517704294 -65779.383593749997 22120.829794884099 7444.2875139508942 182237.70701822918 -30862.411634981989 348302.82470238098 11766.554709507043 201231.62568044357 6609.9600848060509 -64245.335894097225 144474.38755482456 19474.325192886259 30945.40452958777 215132.46312500001
leaf_weight=1145099 6485 2849416 31734 22565 51 272 28 36 36 30 26 13746 39 25 369 1367 36 517 28 30 167 21 71 31 1220 54 57 161 47 40
leaf_count=1145099 6485 2849416 31734 22565 51 272 28 36 36 30 26 13746 39 25 369 1367 36 517 28 30 167 21 71 31 1220 54 57 161 47 40
internal_value=0 -42.7348 -1323.95 -3519.86 3448.13 -5028.36 -9407.3 20684 -10503.7 30428.2 -11293.9 -11704.8 51947.4 -26176 -54331 -18269.3 1968.47 28372.7 19990.5 97854.7 17638.4 22258.8 116975 69349.1 15111.5 40408.8 56283.3 70262.8 53206 115629
internal_weight=0 2.9287e+06 79289 47555 8463 39092 16527 581 15946 302 15644 15543 101 1797 394 1403 62 545 1978 58 1920 1753 123 102 1630 410 356 305 248 87
internal_count=4073804 2928705 79289 47555 8463 39092 16527 581 15946 302 15644 15543 101 1797 394 1403 62 545 1978 58 1920 1753 123 102 1630 410 356 305 248 87
is_linear=0
shrinkage=0.1


Tree=1764
num_leaves=31
num_cat=0
split_feature=0 3 1 6 0 0 6 5 1 0 6 3 6 5 1 5 1 1 6 3 5 0 7 6 3 6 3 4 4 1
split_gain=2.12593e+12 2.06644e+13 2.08698e+13 2.60473e+13 5.36503e+13 5.65461e+13 5.6631e+13 5.76531e+13 2.45378e+13 3.14127e+13 2.44619e+13 8.82513e+13 5.55102e+13 2.09891e+13 9.26104e+13 5.47544e+13 5.42659e+13 6.1335e+13 2.96453e+13 2.09791e+13 2.97086e+13 1.87561e+13 3.79463e+13 3.73149e+13 6.7655e+13 4.5221e+13 5.14401e+13 6.18967e+13 5.07878e+13 4.11653e+13
threshold=47.234875100000004 14.500000000000002 39.018051150000005 156.15000000000003 45.015054600000006 45.022979600000006 189.00000000000003 3.5000000000000004 38.999037500000007 45.015054600000006 110.01500000000001 19.500000000000004 122.65000000000002 3.5000000000000004 38.948208550000011 4.5000000000000009 38.989878900000008 38.965413050000002 112.00500000000001 16.500000000000004 4.5000000000000009 47.139841100000005 6.0000000000000009 120.05000000000001 13.500000000000002 149.05000000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 7 -7 13 -10 -11 12 -12 -3 18 16 17 -16 -15 -9 -21 -1 23 -23 25 -25 27 28 -27 -29
right_child=-2 2 -4 4 5 6 -8 19 9 10 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-170.43736702829247 -32.337392268161032 2602.7282814196465 433.37896655999702 89073.158481445324 -157760.60877759531 -172425.05099659457 14812.390760690789 -73081.788421875011 -51329.929371044302 13706.727277987431 -53889.285778166122 -168831.78708639706 63407.950708575583 77083.855823863632 30146.04526466837 240646.38433779764 -79921.990066964296 208147.54187011719 -50687.89170673077 90978.257421875009 -71134.810468750002 2475.5747639248548 -4239.0135728229534 54022.271497793416 -125417.24731096539 70119.865234375 -104965.0814859009 121214.92509314905 -90206.734954637097 -18828.856283077119
leaf_weight=570495 3393752 14938 30242 40 33 39 190 50 79 4630 76 34 86 22 49 21 21 32 104 26 20 49095 9082 393 28 29 40 65 62 31
leaf_count=570495 3393752 14938 30242 40 33 39 190 50 79 4630 76 34 86 22 49 21 21 32 104 26 20 49095 9082 393 28 29 40 65 62 31
internal_value=0 161.378 2102.87 4566.94 -20765.7 -33038.2 -20374.1 -69895.8 5068.75 11218 12241.9 -22361.1 8379.62 3082.7 31877.1 93602.4 63328.6 100468 -28378.5 -28243.2 20494.3 4.86614 1704.99 2790.24 26630.2 33496.9 -2038.19 19978.3 -39113.6 75992.5
internal_weight=0 680052 50732 20490 398 358 325 135 20092 4905 4826 196 162 15187 249 123 102 81 126 96 46 629320 58825 49743 648 620 227 187 91 96
internal_count=4073804 680052 50732 20490 398 358 325 135 20092 4905 4826 196 162 15187 249 123 102 81 126 96 46 629320 58825 49743 648 620 227 187 91 96
is_linear=0
shrinkage=0.1


Tree=1765
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 6 1 6 6 4 1 1 6 6 3 6 1 1 4 4 1 6 6 4 6 4 6 4 6
split_gain=2.02331e+12 2.08715e+13 6.27897e+13 1.16313e+14 3.61632e+13 3.51905e+13 3.8382e+13 3.33477e+13 4.72864e+13 3.12732e+13 3.02114e+13 2.75591e+13 9.65963e+13 4.33175e+13 3.26241e+13 4.07293e+13 3.07454e+13 2.50426e+13 1.63277e+14 7.41573e+13 2.44604e+13 2.61187e+13 2.4401e+13 2.40111e+13 2.38754e+13 2.29258e+13 3.74941e+13 3.32498e+13 4.83878e+13 4.25082e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 10.500000000000002 20.500000000000004 110.01500000000001 33.882313700000005 72.50500000000001 168.45000000000002 2.5000000000000004 39.105193450000009 39.135518400000002 71.030000000000015 99.050000000000011 1.5000000000000002 57.995000000000012 39.652459050000012 39.625203600000013 3.5000000000000004 3.5000000000000004 38.965413050000002 49.895000000000003 64.805000000000021 11.500000000000002 46.010000000000012 6.5000000000000009 125.02000000000002 5.5000000000000009 92.02500000000002
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 4 9 11 -7 8 -5 10 -2 16 13 -13 17 -16 -4 18 -14 -20 21 -18 -21 -24 -9 -12 27 28 29 -27
right_child=1 -3 5 7 -6 6 -8 24 -10 -11 25 12 14 -15 15 -17 20 -19 19 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=178.5626038587105 -12249.294772295885 0.7333766981577744 -4379.7096883595286 11498.010949601798 -13671.368478340635 15131.270189033392 149710.48153409091 -6646.0937134034584 124569.27061434659 110321.06093750001 13420.532987098348 13161.554301638136 -3457.5350978245997 54077.390550509015 17084.21032626387 -79047.332020844013 -39584.6522532979 -4527.4020804883876 4034.3418636322021 89705.529855769244 -15526.833486859399 10544.532912021214 221850.68164970932 105284.58137044271 73956.130648226346 36149.066892775445 11140.364708908792 -48191.084193978662 68507.940281687232 -38405.337559925429
leaf_weight=549049 284 3476901 19029 232 346 577 22 5438 44 38 1763 765 1336 391 69 122 122 9653 64 65 4801 702 43 30 37 584 709 41 459 88
leaf_count=549049 284 3476901 19029 232 346 577 22 5438 44 38 1763 765 1336 391 69 122 122 9653 64 65 4801 702 43 30 37 584 709 41 459 88
internal_value=0 -27.8146 -2102.01 4917.64 17333.7 -3971.2 20074.1 -4391.67 29523.9 20038.6 19165.2 -4358.47 -541.332 27000.7 -3338.61 -44319.2 -6299.7 -2639.18 9211.9 93005.8 -12794.9 3122.49 134268 173947 -6101.38 21613.5 29292.5 40273.6 43480.6 26386
internal_weight=0 3.52476e+06 47854 10063 4312 37791 599 5751 276 3966 3928 37192 12538 1156 11382 191 24654 11191 1538 202 5625 824 138 73 5475 3644 1881 1172 1131 672
internal_count=4073804 3524755 47854 10063 4312 37791 599 5751 276 3966 3928 37192 12538 1156 11382 191 24654 11191 1538 202 5625 824 138 73 5475 3644 1881 1172 1131 672
is_linear=0
shrinkage=0.1


Tree=1766
num_leaves=31
num_cat=0
split_feature=6 1 6 5 7 6 4 6 0 0 1 0 0 6 0 0 0 4 6 3 6 7 3 0 4 6 5 0 4 6
split_gain=2.03639e+12 1.53956e+13 4.76303e+13 2.79518e+13 6.95163e+13 4.89265e+13 6.53441e+13 5.38394e+13 5.18772e+13 3.27004e+13 6.58064e+13 6.58033e+13 5.55896e+13 5.36476e+13 1.06437e+14 9.53516e+13 7.6767e+13 7.65504e+13 7.44971e+13 6.12436e+13 5.20731e+13 5.19078e+13 4.49331e+13 4.21618e+13 1.57032e+14 1.70023e+14 9.42349e+13 7.58972e+13 8.0946e+13 7.07109e+13
threshold=88.00500000000001 37.331232350000008 89.00500000000001 1.5000000000000002 6.0000000000000009 168.45000000000002 5.5000000000000009 114.05000000000001 59.825842200000004 55.554045200000012 37.290808600000013 55.710673100000008 55.390026600000006 93.050000000000011 55.93962770000001 55.858844800000007 55.696737300000009 23.500000000000004 134.05000000000004 11.500000000000002 125.02000000000002 6.0000000000000009 3.5000000000000004 55.834019500000004 5.5000000000000009 112.00500000000001 4.5000000000000009 55.910578700000009 11.500000000000002 97.020000000000024
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 7 -7 -4 -8 12 11 20 -5 -12 15 16 17 -15 21 -19 -11 22 -18 24 25 -13 -26 28 -25 -30
right_child=1 -3 3 9 -6 6 8 -9 -10 10 13 23 -14 14 -16 -17 18 19 -20 -21 -22 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=17.280995985432725 15348.141145780492 -696.2132265166091 21662.752664323289 3950.6411345683077 -95856.625480143237 101354.6567471591 28219.913554687504 92861.719199567524 -171678.66262141048 -18443.560124193067 -6554.5906863625487 250932.75255926728 46322.549293823249 33688.514956054685 -134168.85781250001 227058.27895951705 -118429.10337747713 271127.42321428575 189108.96480654762 92967.763735465123 -89992.575859029312 143111.4592578125 1636.1662199519233 -89942.514594333988 -12498.371410203039 5519.8125426136367 187524.90437500001 -920.15988147481175 62863.172770182289 -46902.747328034457
leaf_weight=3844148 2310 184161 440 9551 48 22 20 140 37 1019 261 58 320 80 29 33 41 35 21 43 113 20 130 199 407 55 25 29791 96 151
leaf_count=3844148 2310 184161 440 9551 48 22 20 140 37 1019 261 58 320 80 29 33 41 35 21 43 113 20 130 199 407 55 25 29791 96 151
internal_value=0 -289.262 1358.05 609.712 20329.9 28792.6 -45036.8 38848.7 -101539 281.491 -1245.09 -1907.08 5324.26 29241.1 50867.6 64182.9 49656.2 102419 10333.1 172911 -25585.8 -9322.84 -27151.4 -1036.3 26530.2 131484 -922.95 -1533.17 -42479.8 -4240.69
internal_weight=0 229656 45495 43185 707 659 79 580 57 42478 32607 31914 9871 693 432 403 370 158 212 78 1132 191 171 30782 545 113 432 30237 446 247
internal_count=4073804 229656 45495 43185 707 659 79 580 57 42478 32607 31914 9871 693 432 403 370 158 212 78 1132 191 171 30782 545 113 432 30237 446 247
is_linear=0
shrinkage=0.1


Tree=1767
num_leaves=31
num_cat=0
split_feature=6 3 0 5 0 2 0 1 5 0 0 2 2 2 5 5 1 1 5 5 1 1 5 1 1 3 0 4 3 5
split_gain=2.17213e+12 5.17623e+12 1.86124e+13 2.57184e+13 1.05823e+13 2.04271e+13 1.68777e+13 1.33834e+13 1.09443e+13 2.093e+13 1.78664e+13 9.52101e+12 1.12837e+13 1.60316e+13 3.53714e+13 3.17882e+13 2.72606e+13 2.44058e+13 2.00186e+13 4.06414e+13 1.92535e+13 2.11182e+13 1.95307e+13 2.93715e+13 1.6745e+13 1.95196e+13 1.60525e+13 2.44099e+13 1.52716e+13 1.26614e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 3.5000000000000004 55.783232450000007 3930.5000000000005 55.462387050000011 54.62357655000001 3.5000000000000004 52.02416370000001 55.02095400000001 13505.500000000002 3129.5000000000005 2875.5000000000005 6.5000000000000009 4.5000000000000009 37.343102500000008 30.389265100000003 3.5000000000000004 6.5000000000000009 30.472130500000002 37.702956500000006 1.5000000000000002 37.517483500000004 49.300375350000003 3.5000000000000004 56.288960650000007 9.5000000000000018 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 8 -7 10 -10 -4 12 13 14 15 17 -17 29 -15 24 -19 22 -22 -24 25 -20 -23 28 -28 -3
right_child=1 11 4 -5 5 7 -8 -9 9 -11 -12 -13 -14 18 -16 16 -18 20 19 -21 21 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.045091044861389 -14050.804765544955 16286.322851562501 5829.4485209147133 -134481.30012500001 -52642.306211761112 82496.987449048916 89551.931830512156 -7649.4145869814129 -14574.135458669356 103615.87737068966 -89084.765743885873 45529.012123579545 -2687.2427691391881 11308.259338662792 124306.52958984376 -134413.08509375001 -21229.346439302884 -83585.633235677087 209248.32114257815 -55729.796130952382 -9676.2147879464301 -10870.175009025104 27122.305322916669 137008.42701890736 27074.895596590912 86033.503515625009 54455.964887152775 126817.49055397727 -35321.623303222659 104425.21922576122
leaf_weight=4070611 61 28 144 25 83 23 27 58 31 29 23 55 1393 172 24 25 143 24 20 21 56 422 75 36 22 36 36 22 40 39
leaf_count=4070611 61 28 144 25 83 23 27 58 31 29 23 55 1393 172 24 25 143 24 20 21 56 422 75 36 22 36 36 22 40 39
internal_value=0 2607.19 -6692.9 -49059.7 2023.7 -17777.7 14808.9 17947.7 5918.74 42551 -7242.57 4350.31 3490.47 10424.8 4417.22 1375.63 -38072.2 9893.93 31928.1 67752.5 4456.93 7532.65 38470.7 62761 100998 130039 -2403.23 34056.5 7204.6 67591.1
internal_weight=0 3193 504 86 418 164 254 81 227 60 167 2689 2634 1241 970 946 168 778 271 99 711 687 167 111 78 56 520 98 76 67
internal_count=4073804 3193 504 86 418 164 254 81 227 60 167 2689 2634 1241 970 946 168 778 271 99 711 687 167 111 78 56 520 98 76 67
is_linear=0
shrinkage=0.1


Tree=1768
num_leaves=31
num_cat=0
split_feature=4 7 5 6 2 6 3 0 0 1 0 0 1 1 0 4 0 6 6 4 1 0 1 1 3 0 1 0 0 1
split_gain=1.93839e+12 9.11856e+12 5.7712e+13 1.10763e+14 1.7152e+14 8.70183e+13 7.56309e+13 6.25103e+13 1.50878e+14 1.23741e+14 7.90212e+13 7.78701e+13 6.49257e+13 8.57771e+13 1.06485e+14 5.87607e+13 5.87127e+13 7.09643e+13 5.81419e+13 5.37835e+13 5.18738e+13 6.08132e+13 5.52288e+13 9.364e+13 5.63489e+13 5.1401e+13 1.00442e+14 5.09276e+13 5.0543e+13 4.90384e+13
threshold=19.500000000000004 6.0000000000000009 1.5000000000000002 55.405000000000008 75.000000000000014 44.820000000000007 3.5000000000000004 56.818587550000011 56.760749800000006 40.965343750000009 53.310923100000004 56.872182500000008 60.590708550000009 60.620042600000012 56.791379400000004 24.500000000000004 55.696737300000009 46.010000000000012 91.02500000000002 25.500000000000004 43.997056950000008 56.262014700000009 49.030112300000006 49.111590500000005 18.500000000000004 56.802121050000004 60.636764050000004 57.125462300000009 55.702806750000008 50.136929700000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -5 8 9 -8 15 -9 18 14 -14 -11 -4 -18 -10 -20 21 -12 24 -24 -22 -15 -27 -13 -2 -17
right_child=1 -3 3 6 -6 -7 7 11 12 10 20 27 13 25 -16 29 17 -19 19 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=25.044464543371816 -3790.8280793048762 154.40756144582619 13539.697387255115 -9253.5044647069899 4662.3066740268641 -8498.0612238640697 -2636.3176868015598 25177.545714932981 -31910.526815216606 17756.676021395851 146778.25184122723 -27989.351424934495 -63696.678523284318 8273.7759304829797 52453.461888739039 97187.205755702016 91771.938035319021 35918.428249638848 -112135.21501684131 47959.586783854174 -2819.1316388540322 26989.535389599881 78185.905637875359 5202.0139000754043 -68328.059533998123 -19173.24570386203 -105994.605504411 4590.2363404934122 1753.4922173221539 27717.403039488501
leaf_weight=3599339 31525 293394 721 8933 13988 19538 39578 1866 1022 877 48 497 102 302 349 211 300 941 167 24 386 362 179 9819 199 530 178 13866 34367 196
leaf_count=3599339 31525 293394 721 8933 13988 19538 39578 1866 1022 877 48 497 102 302 349 211 300 941 167 24 386 362 179 9819 199 530 178 13866 34367 196
internal_value=0 -189.99 -748.026 939.272 8546.04 -2637 -583.207 511.394 -1110.12 84.3792 8855.23 5959.63 -24274.2 -10076 26184.5 32330 36234.9 49420.5 -41375.2 -92018.6 6113.34 41013.6 4761.26 6508.69 -25103.4 -26267.5 -41001.2 3462.89 -899.101 63732.5
internal_weight=0 474465 181071 95641 15950 85430 79691 70758 54529 51855 12277 16229 2674 1461 451 1284 1962 1241 1213 191 10993 410 10583 9998 585 1010 708 14363 65892 407
internal_count=4073804 474465 181071 95641 15950 85430 79691 70758 54529 51855 12277 16229 2674 1461 451 1284 1962 1241 1213 191 10993 410 10583 9998 585 1010 708 14363 65892 407
is_linear=0
shrinkage=0.1


Tree=1769
num_leaves=31
num_cat=0
split_feature=0 3 1 1 7 1 6 6 4 3 0 6 1 4 5 6 1 6 0 3 4 6 6 4 0 3 0 6 4 3
split_gain=2.26844e+12 1.7803e+13 1.7517e+13 2.16282e+13 2.12998e+13 1.84569e+13 2.83216e+13 6.76087e+13 3.46483e+13 4.0876e+13 3.36765e+13 3.66737e+13 3.10874e+13 2.94457e+13 2.93272e+13 2.63308e+13 4.95765e+13 2.41101e+13 2.1532e+13 4.19825e+13 3.62317e+13 2.82006e+13 4.1806e+13 4.19756e+13 2.09421e+13 2.15381e+13 1.94248e+13 2.27562e+13 6.12792e+13 2.87497e+13
threshold=47.234875100000004 14.500000000000002 39.018051150000005 39.01296365000001 6.0000000000000009 39.652459050000012 125.02000000000002 110.01500000000001 19.500000000000004 15.500000000000002 43.550475500000012 120.05000000000001 39.749243900000003 24.500000000000004 3.5000000000000004 104.01000000000001 39.723160900000003 168.45000000000002 45.015054600000006 19.500000000000004 22.500000000000004 88.825000000000003 106.49500000000002 19.500000000000004 43.6005307 18.500000000000004 47.22829500000001 80.720000000000013 17.500000000000004 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 -4 7 12 9 -8 -9 24 15 -10 -11 26 -17 -16 19 21 -21 -14 23 -23 -12 -26 27 -7 -29 -30
right_child=-2 2 5 4 -6 6 8 10 13 14 11 -13 18 -15 17 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=21.426972138960295 -33.403691342611225 3192.703399146078 -996.93403626286681 18781.191892859781 -11612.617919105049 9704.0256212776403 -5666.902935606061 6003.3267121010649 -27008.115917968753 228215.3492559524 -209234.52316576088 17074.004640891337 -12743.481293237843 95123.743750000009 14217.225951086957 -1323.3641497637775 175042.5213169643 164342.86292968752 3002.4195866379468 167168.5027853261 -8471.7045572916668 -62221.66766338046 39016.379129464287 -228506.349609375 -143727.11930147058 -12945.749726562501 24457.639968631247 103292.67873263889 -2326.5738355232006 -67721.694854869987
leaf_weight=629320 3393752 18607 22603 1614 269 2492 33 47 82 21 23 22 773 26 23 37 28 20 2722 23 24 63 28 20 34 20 773 36 132 137
leaf_count=629320 3393752 18607 22603 1614 269 2492 33 47 82 21 23 22 773 26 23 37 28 20 2722 23 24 63 28 20 34 20 773 36 132 137
internal_value=0 166.699 1968.77 4226.24 14439.2 439.248 4688.76 3677.63 41355.7 84735.8 -63700.3 -96791.9 5027.41 2394 131350 11574.7 74649.6 84043.1 -1487.6 -14615.2 77479.9 -19511.7 -66645.3 -102290 -129325 -95289.6 10426.3 6548.44 -19234.2 -35631.9
internal_weight=0 680052 50732 20490 1883 30242 7639 7434 205 97 146 99 7288 108 64 3635 65 43 3653 931 47 884 111 83 77 54 3570 2797 305 269
internal_count=4073804 680052 50732 20490 1883 30242 7639 7434 205 97 146 99 7288 108 64 3635 65 43 3653 931 47 884 111 83 77 54 3570 2797 305 269
is_linear=0
shrinkage=0.1


Tree=1770
num_leaves=31
num_cat=0
split_feature=3 1 0 0 6 1 1 1 3 6 6 1 7 1 6 6 4 6 4 0 6 6 0 7 7 1 6 0 6 6
split_gain=2.02332e+12 1.31377e+13 2.37549e+13 3.12219e+13 3.64443e+13 2.92008e+13 2.82057e+13 9.67396e+13 9.54109e+13 5.2556e+13 3.01521e+13 2.80888e+13 2.69909e+13 4.46715e+13 2.72449e+13 2.54895e+13 2.71844e+13 3.73146e+13 2.4207e+13 3.13086e+13 2.38967e+13 2.05554e+13 2.93332e+13 2.00007e+13 1.99261e+13 1.90467e+13 4.27925e+13 5.66248e+13 6.24112e+13 3.67468e+13
threshold=17.500000000000004 30.345769800000003 59.898927250000007 59.825842200000004 51.805000000000007 30.438492500000006 30.362494150000003 30.370944000000005 21.500000000000004 59.505000000000003 66.010000000000005 30.472130500000002 6.0000000000000009 30.362494150000003 71.715000000000018 57.005000000000003 23.500000000000004 69.605000000000004 24.500000000000004 59.848366150000011 71.030000000000015 56.805000000000007 59.882709350000006 6.0000000000000009 6.0000000000000009 30.323041000000003 84.00500000000001 60.05226170000001 89.00500000000001 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -5 9 8 -8 -6 23 12 -3 -14 -15 21 17 -17 19 -12 -19 -9 -23 -11 -20 29 -27 28 -28 -2
right_child=1 2 -4 4 6 -7 7 15 -10 10 18 -13 13 14 -16 16 -18 20 24 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=13.613104360521664 1124.8759529230053 -8084.0715613256534 -5470.6890356618933 17532.42968078778 -91905.69582031251 -5833.0565883544896 -7124.0528921274035 32949.858127245476 237758.46722560978 153428.3768931996 -94277.728565410536 -475.11047572852272 69669.380552455361 -48280.879564525465 -146743.97077205882 5099.5742610254338 -2641.1646316528322 166695.7482142857 64454.043094544497 42332.556875000002 52752.063467714448 13450.656808035714 169797.6138776507 24980.365798611114 -15523.478143125592 6589.85251830777 185696.39535060979 -72535.45182937097 42478.631061722059 -75460.948034861736
leaf_weight=3927269 11285 632 9580 742 60 1916 26 301 41 22 51 117564 28 162 34 231 576 21 59 25 149 21 28 27 66 2637 41 29 118 63
leaf_count=3927269 11285 632 9580 742 60 1916 26 301 41 22 51 117564 28 162 34 231 576 21 59 25 149 21 28 27 66 2637 41 29 118 63
internal_value=0 -364.844 -674.684 -300.478 8008.21 689.589 19424.2 25491.3 142729 -7858.25 12313.1 -606.528 -18655.6 -48482.4 -65361.2 19572 11276.7 31268.5 -4833.89 -49340.1 66827.5 42727.7 102792 82650.9 22225.9 2528.76 9876.09 55970.8 79409 699.699
internal_weight=0 146535 132362 122782 4362 2658 1704 1394 67 310 250 118420 856 224 196 1327 977 401 201 76 170 350 49 49 125 14173 2825 188 159 11348
internal_count=4073804 146535 132362 122782 4362 2658 1704 1394 67 310 250 118420 856 224 196 1327 977 401 201 76 170 350 49 49 125 14173 2825 188 159 11348
is_linear=0
shrinkage=0.1


Tree=1771
num_leaves=31
num_cat=0
split_feature=2 6 3 2 1 0 5 0 3 0 7 4 6 4 6 6 6 6 4 2 6 3 6 6 4 4 5 2 6 6
split_gain=1.85554e+12 3.44227e+12 3.43999e+12 1.89446e+12 1.48503e+13 1.92526e+13 1.88525e+13 1.46576e+13 1.25348e+13 1.26044e+13 1.44426e+13 1.37644e+13 2.66451e+13 2.49871e+13 1.72342e+13 1.97507e+13 2.35177e+13 1.13219e+13 1.10989e+13 1.05669e+13 1.02437e+13 1.00077e+13 9.17085e+12 8.68544e+12 8.58634e+12 8.03027e+12 7.87952e+12 7.70512e+12 2.6626e+13 7.22095e+12
threshold=15792.500000000002 44.010000000000012 4.5000000000000009 11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 44.249882500000005 8.5000000000000018 43.472751400000007 6.0000000000000009 8.5000000000000018 156.15000000000003 5.5000000000000009 122.65000000000002 92.02500000000002 97.020000000000024 71.715000000000018 10.500000000000002 13916.000000000002 60.005000000000003 5.5000000000000009 138.05000000000004 88.825000000000003 10.500000000000002 9.5000000000000018 4.5000000000000009 13916.000000000002 45.995000000000012 96.050000000000011
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=3 -2 -3 -1 7 8 23 20 9 10 17 13 14 -12 15 -13 -17 27 29 -15 -5 -18 -16 -7 26 -9 -8 28 -6 -19
right_child=1 2 -4 4 5 6 24 25 -10 -11 11 12 -14 19 22 16 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.7379824674505131 -36364.494257812497 -16574.175594482422 31960.822894021741 -8258.5195132159879 130852.22430664064 3279.5112949055674 15405.238489230351 2623.272525959328 -17968.618216084153 -36771.059225596553 13257.691340032368 13114.611544120629 135180.24015625002 -46995.250770294981 -77385.55787037038 148490.22632812499 -18735.645125679348 -13708.798553166976 -55586.303906250003 -7638.2404839908377 -30166.998026504985 64839.467534436684 6667.7206640625 -38293.745002297794 -37607.342688802084 65777.797712053565 64749.260949337127 -218.56356094576373 -4917.3776132436906 2354.705137869028
leaf_weight=4059190 40 40 23 618 20 3432 1673 488 409 92 941 337 20 78 27 25 23 855 52 544 326 38 25 51 30 21 33 3885 52 416
leaf_count=4059190 40 40 23 618 20 3432 1673 488 409 92 941 337 20 78 27 25 23 855 52 544 326 38 25 51 30 21 33 3885 52 416
internal_value=0 -13421.8 1144.95 0.339358 1140.9 2208.02 6913.92 -8449.22 -925.045 13.1539 474.335 7580.37 22112.6 2978.03 17351.9 24030.4 66805.1 -2295.4 -10303.8 -12573.7 -15824.4 33327.5 -36975.3 2670.77 15427.1 5228.86 16359.7 382.164 32796.4 -8451.19
internal_weight=0 103 63 4.0737e+06 14511 13058 5219 1453 7839 7430 7338 2058 495 1563 475 423 86 5280 1323 622 944 61 52 3483 1736 509 1706 3957 72 1271
internal_count=4073804 103 63 4073701 14511 13058 5219 1453 7839 7430 7338 2058 495 1563 475 423 86 5280 1323 622 944 61 52 3483 1736 509 1706 3957 72 1271
is_linear=0
shrinkage=0.1


Tree=1772
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 7 4 4 7 4 4 4 4 3 6 6 2 4 6 6 6 6 0 6 3 6 6 6 6 4
split_gain=1.83967e+12 1.64461e+13 5.03509e+13 5.74964e+13 6.00394e+13 1.22931e+14 5.72888e+13 6.34361e+13 5.30419e+13 5.97211e+13 8.00807e+13 5.32852e+13 4.44961e+13 4.15295e+13 3.96355e+13 3.9296e+13 3.8759e+13 4.5482e+13 4.06783e+13 4.07877e+13 6.30804e+13 8.27571e+13 3.83945e+13 3.61532e+13 5.47372e+13 4.04722e+13 3.38657e+13 3.28357e+13 3.15159e+13 3.01604e+13
threshold=30.084656550000002 30.157841000000001 47.420000000000009 60.028671700000011 59.848366150000011 6.0000000000000009 3.5000000000000004 13.500000000000002 6.0000000000000009 8.5000000000000018 5.5000000000000009 11.500000000000002 22.500000000000004 2.5000000000000004 94.02500000000002 78.605000000000004 3338.0000000000005 12.500000000000002 70.00500000000001 112.00500000000001 97.020000000000024 88.00500000000001 59.838047850000002 76.00500000000001 2.5000000000000004 89.00500000000001 63.415000000000006 67.91500000000002 96.050000000000011 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 6 12 -4 8 16 10 22 13 23 -11 -15 -5 17 18 27 20 21 -20 -10 -6 -25 29 -12 -8 -9 -26
right_child=1 -3 3 15 5 -7 7 28 9 11 26 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-588.27264279899236 -2636.8462967279102 -5.1700158074618594 -47671.516145233298 -19213.877655426568 36335.313994874035 5958.9259941189148 -2545.3920006080912 -14893.094675803002 4514.6541127850933 -10618.393207465278 3770.5693440600498 4866.7199481026792 -11762.543950611676 92821.796095332407 -40362.703682454427 -129114.48763020833 24555.945832425135 144396.03226562502 -54621.204360973701 57983.517773437503 -195378.76468460649 113525.0546875 105470.53654378255 15526.369666796876 157896.8224063908 63525.88204276844 -55772.58514225261 76343.731051136376 -84185.006648651557 44889.708945312508
leaf_weight=52475 7732 4005167 217 338 739 2339 1296 651 62 54 263 175 129 324 24 36 569 20 259 40 27 33 96 125 111 195 150 55 73 30
leaf_count=52475 7732 4005167 217 338 739 2339 1296 651 62 54 263 175 129 324 24 36 569 20 259 40 27 33 96 125 111 195 150 55 73 30
internal_value=0 7.67647 3191.21 8536.71 10316.1 19758.4 2423.19 5029.41 10681.3 28235.8 5307.97 50925.2 44045.2 70975.5 83636.7 -29792.5 1915.56 -5530.9 -7284.43 -37204.6 -49140.4 -35618.4 65854.9 50044.5 72020.8 93038.1 -17855.3 666.23 -21879.7 133853
internal_weight=0 4.02133e+06 16162 8430 8056 3668 4388 4171 3447 1148 571 577 1329 402 348 374 2299 1730 1710 359 319 292 158 1200 461 336 413 1351 724 141
internal_count=4073804 4021329 16162 8430 8056 3668 4388 4171 3447 1148 571 577 1329 402 348 374 2299 1730 1710 359 319 292 158 1200 461 336 413 1351 724 141
is_linear=0
shrinkage=0.1


Tree=1773
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 4 6 1 1 6 6 1 7 6 4 6 1 4 7 4 0 6 0 1 6 4 6 6 6
split_gain=1.86501e+12 1.14386e+13 2.11641e+13 1.2476e+14 9.35865e+13 7.87368e+13 6.83335e+13 5.78077e+13 4.8128e+13 6.30456e+13 4.50285e+13 4.34716e+13 3.57881e+13 3.35093e+13 7.11473e+13 3.2565e+13 2.98566e+13 3.41724e+13 2.67881e+13 2.8872e+13 4.17565e+13 1.97337e+13 2.43328e+13 1.94345e+13 1.77153e+13 2.71757e+13 2.25202e+13 1.81935e+13 1.91109e+13 2.60558e+13
threshold=3338.0000000000005 4829.0000000000009 5062.5000000000009 5209.5000000000009 56.520242650000007 56.685611200000004 5.5000000000000009 53.995000000000012 37.503969450000007 37.682335600000009 87.395000000000024 125.02000000000002 92.948588300000011 6.0000000000000009 84.810000000000016 8.5000000000000018 95.045000000000016 47.899251850000006 10.500000000000002 6.0000000000000009 8.5000000000000018 56.638205000000006 108.05000000000001 53.715816400000008 94.478249850000012 86.920000000000016 14.500000000000002 57.005000000000003 64.405000000000015 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 24 4 8 10 6 7 -6 -4 13 -3 18 23 14 -10 -13 -9 21 19 -8 -21 -18 -23 -11 -2 26 27 -26 -29 -30
right_child=1 2 3 -5 5 -7 11 16 9 12 -12 15 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-56.32504411522126 747.52233000430704 -20015.696527781893 -44351.769550781253 -26.438821695088752 1367.6735892184556 -37732.885338465152 424.20752206094033 15555.812490538392 46814.764337613691 -86579.044829963241 -137636.61382575758 -22682.731240234378 22342.950862637372 25337.348749536941 207628.10358297414 -123759.26164215687 57965.954242379325 129586.08789893618 -22235.163005096561 -33858.053616575882 -5580.7421519248237 47538.792502520169 -81067.50767299108 -8560.4095534928892 -6554.0988091126237 45689.416365559897 8396.9147571945196 -40830.271550856371 9494.4881288470642 -39928.109015472241
leaf_weight=2406287 278420 2374 110 1355945 6376 569 9271 2630 536 34 33 85 568 1152 29 51 112 47 747 600 4028 31 28 524 1648 96 640 390 264 179
leaf_count=2406287 278420 2374 110 1355945 6376 569 9271 2630 536 34 33 85 568 1152 29 51 112 47 747 600 4028 31 28 524 1648 96 640 390 264 179
internal_value=0 81.2791 -36.7893 18.2764 -2810.07 -966.92 -95.4776 6658.57 20550.4 23061.6 -21628.3 -4310.02 4672.69 35120.9 55068.9 -60586.4 18503.6 54066.7 -3787.44 -2795.97 -9246.77 33309.9 -13494.7 -13314.2 662.27 -6715.99 -8327.95 -12642.3 -24687.1 -10475.4
internal_weight=0 1.66752e+06 1.38588e+06 1.3589e+06 26982 24575 24006 9224 2953 2843 2407 14782 1126 1717 565 136 2848 218 14646 13899 4628 171 59 558 281637 3217 3121 2481 833 443
internal_count=4073804 1667517 1385880 1358898 26982 24575 24006 9224 2953 2843 2407 14782 1126 1717 565 136 2848 218 14646 13899 4628 171 59 558 281637 3217 3121 2481 833 443
is_linear=0
shrinkage=0.1


Tree=1774
num_leaves=31
num_cat=0
split_feature=0 4 1 1 1 2 4 5 6 4 2 6 6 6 3 6 3 5 1 4 6 6 4 1 1 4 7 6 4 1
split_gain=1.90227e+12 1.57803e+13 1.45306e+13 2.0072e+13 3.19604e+13 4.8426e+13 2.09925e+13 2.02297e+13 1.38981e+13 1.35437e+13 4.33311e+13 3.59828e+13 4.91018e+13 3.8607e+13 1.76096e+13 2.81792e+13 1.92897e+13 1.30004e+13 1.17839e+13 1.75314e+13 1.36307e+13 5.79559e+13 1.69697e+13 1.22186e+13 1.18607e+13 1.49485e+13 1.1759e+13 2.04988e+13 1.6882e+13 5.82187e+13
threshold=61.78914120000001 5.5000000000000009 30.509101000000005 30.624707450000006 33.882313700000005 14143.500000000002 2.5000000000000004 3.5000000000000004 69.605000000000004 8.5000000000000018 6426.0000000000009 63.005000000000003 93.050000000000011 88.825000000000003 4.5000000000000009 79.015000000000015 5.5000000000000009 4.5000000000000009 34.382014200000008 12.500000000000002 66.990000000000023 67.00500000000001 10.500000000000002 53.67029225000001 118.02765200000002 15.500000000000002 6.0000000000000009 79.710000000000022 9.5000000000000018 39.843340650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 -8 10 -3 -12 13 14 15 -13 -16 18 19 20 22 -22 -11 26 25 -25 27 -20 29 -28
right_child=1 9 3 4 -6 -7 8 -9 -10 17 11 12 -14 -15 16 -17 -18 -19 23 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=5.7265287191432046 -80311.776379394534 -25576.469542332703 31651.508838247039 -19464.203527539063 -2121.4902083933875 7267.7119189750856 -60620.337845564172 -53577.768957913308 -134478.73955078126 -10981.568396013263 9675.7174150478349 73169.918614130438 -30862.133753551137 192806.32737068966 167102.30075231483 -66631.906313941596 57145.812775440703 59720.208231393917 9378.0718020251061 26083.838558959964 -155474.66617647058 -12239.651465428518 51690.075239363963 -5215.6171635261053 5843.0817463283438 48339.053421653894 26286.504069741928 47367.438573279753 7439.2564335784473 -49884.130016028364
leaf_weight=4045394 24 190 274 125 17511 246 169 31 30 711 334 46 44 29 27 21 39 38 1587 128 34 167 46 3139 1790 53 178 156 1013 230
leaf_count=4045394 24 190 274 125 17511 246 169 31 30 711 334 46 44 29 27 21 39 38 1587 128 34 167 46 3139 1790 53 178 156 1013 230
internal_value=0 -815.42 -2552.4 -2450.9 -2880.03 -26183.1 -51580.9 22988.9 -71754.8 2382.36 15496.7 29948.4 62817.7 88261.6 65466.1 29351.4 102128 1349.62 1109.36 -8675.49 -13319.7 -36468.5 -7173.25 2413.85 -672.568 -4326.39 7273.68 12778.2 521.896 -16652.8
internal_weight=0 28410 18410 18386 18081 570 324 305 199 10000 730 540 206 162 133 67 66 9270 9232 1086 958 201 757 8146 4982 3192 3164 1743 1421 408
internal_count=4073804 28410 18410 18386 18081 570 324 305 199 10000 730 540 206 162 133 67 66 9270 9232 1086 958 201 757 8146 4982 3192 3164 1743 1421 408
is_linear=0
shrinkage=0.1


Tree=1775
num_leaves=31
num_cat=0
split_feature=6 7 6 4 0 0 6 5 5 1 3 4 0 3 4 3 1 5 4 6 0 5 3 6 4 4 3 6 1 1
split_gain=1.91357e+12 1.36916e+13 2.33723e+13 3.04459e+13 2.2835e+13 7.49032e+13 4.87856e+13 4.62423e+13 4.06597e+13 3.83411e+13 4.81087e+13 4.45369e+13 3.6296e+13 4.59067e+13 4.7413e+13 5.97473e+13 3.7569e+13 7.02093e+13 5.63646e+13 5.04205e+13 6.47797e+13 4.62945e+13 4.43866e+13 4.58501e+13 6.70749e+13 4.3833e+13 4.47393e+13 4.14593e+13 4.62294e+13 3.93238e+13
threshold=88.00500000000001 6.0000000000000009 134.05000000000004 3.5000000000000004 59.856552950000008 57.57007620000001 114.05000000000001 4.5000000000000009 3.5000000000000004 49.095306150000006 11.500000000000002 21.500000000000004 59.982409200000006 5.5000000000000009 4.5000000000000009 2.5000000000000004 30.277905650000005 2.5000000000000004 22.500000000000004 105.00500000000001 59.950512650000007 3.5000000000000004 14.500000000000002 108.05000000000001 23.500000000000004 13.500000000000002 9.5000000000000018 92.02500000000002 30.315889700000003 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 -8 10 -7 -11 13 14 15 -6 17 -15 -19 21 22 25 23 -21 -25 27 29 -18 -29 -27
right_child=1 2 3 -5 7 6 8 -9 -10 11 -12 -13 -14 16 -16 -17 19 18 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=16.751782947659294 161.89932113129689 -1981.9537338424566 -29163.853505522631 8219.4647891991899 -10787.839109848486 -23838.45943064224 -80148.286190753715 84043.372933650375 -11894.092769424229 48096.897584100981 24364.561607710933 -16949.357361557904 -6277.8113820842846 -136812.48832236844 -4258.0713476243682 182547.58074596775 17838.333722550677 17794.731498775724 -64762.1581171875 -90427.654149526425 49884.362310401433 103059.16319539836 31318.851275000001 5198.0521396674003 -178499.14948508525 -35450.322280844157 34018.114774992027 138762.90308948865 50077.071977070096 45525.688348765434
leaf_weight=3844148 172915 41199 232 3574 33 1997 217 69 146 201 231 221 3359 38 2618 31 185 478 100 113 188 91 125 206 22 231 490 88 177 81
leaf_count=3844148 172915 41199 232 3574 33 1997 217 69 146 201 231 221 3359 38 2618 31 185 478 100 113 188 91 125 206 22 231 490 88 177 81
internal_value=0 -280.403 -1628.3 5940.71 -2172.5 -3095.06 -18315.4 2503.41 -52696.2 -13605.9 -18840.7 14032.4 1853.28 7011.41 -2179.21 82859 16444.7 -5144.82 3511.53 23104.3 334.265 34192.6 -19655.9 -38341.7 -12527.1 29187.1 15171.4 54166.4 79527.5 -14427.7
internal_weight=0 229656 56741 3806 52935 44212 3013 8723 363 2650 2228 422 8654 5295 2682 64 2613 616 578 1997 654 1343 466 341 228 1252 802 450 265 312
internal_count=4073804 229656 56741 3806 52935 44212 3013 8723 363 2650 2228 422 8654 5295 2682 64 2613 616 578 1997 654 1343 466 341 228 1252 802 450 265 312
is_linear=0
shrinkage=0.1


Tree=1776
num_leaves=31
num_cat=0
split_feature=6 1 4 3 1 0 1 4 0 3 0 0 4 7 6 0 5 0 0 0 0 0 4 0 3 0 6 5 0 0
split_gain=1.91953e+12 1.23237e+13 1.65748e+13 3.9942e+13 3.64766e+13 3.85268e+13 4.10003e+13 3.20304e+13 4.4987e+13 2.23923e+13 9.14171e+13 6.74446e+13 5.57989e+13 4.75757e+13 5.31039e+13 4.71173e+13 4.07013e+13 7.21617e+13 5.56463e+13 6.25238e+13 5.00544e+13 2.53902e+13 3.67627e+13 6.63995e+13 4.48901e+13 3.26625e+13 3.90301e+13 3.33277e+13 2.2961e+13 6.92068e+13
threshold=142.05000000000004 38.97264950000001 20.500000000000004 21.500000000000004 39.029038350000008 51.567244500000008 49.176406850000006 24.500000000000004 45.015054600000006 10.500000000000002 56.148747500000006 56.342669500000007 11.500000000000002 6.0000000000000009 168.45000000000002 55.145978450000008 4.5000000000000009 45.00849250000001 55.183288250000011 55.034466500000008 43.550475500000012 55.043091000000011 16.500000000000004 55.161746650000005 14.500000000000002 54.73499850000001 168.45000000000002 3.5000000000000004 55.046782850000007 55.026775150000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 8 -4 28 12 -12 -11 16 15 -15 20 -18 19 -19 -14 25 23 -23 -24 27 -27 -22 29 -3
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 -13 13 14 -16 -17 17 18 -20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.8575766882207629 3101.6682958147539 -141.4037505290305 -60311.128425480776 -131705.12382812501 61860.264253799236 -113063.97718750002 -7217.0841020167154 -2520.3477570044224 52453.663674950789 -146137.0015522204 154251.08060213414 15953.27776798975 72277.915790719708 -2364.3964344113369 60446.320803833012 -152362.51912499999 -179029.13218936013 7136.5121482329841 -141465.05122767857 158173.57626953127 -81909.162851110916 191006.26437500003 -136772.20116686699 -31243.093978658537 20432.37398897059 -70622.889663461538 -194214.78195929277 -21241.648940686679 -6708.4399420623322 51305.801953125003
leaf_weight=4053505 5441 6192 39 24 73 40 430 263 381 38 41 252 33 129 128 25 21 191 21 32 173 20 39 41 34 78 38 190 5619 273
leaf_count=4053505 5441 6192 39 24 73 40 430 263 381 38 41 252 33 129 128 25 21 191 21 32 173 20 39 41 34 78 38 190 5619 273
internal_value=0 -970.009 -2461.06 8559.07 -11060 -5727.64 -16225.3 24846.1 41982.6 -3473.34 -14895.9 35305.5 -26844.8 -23045 12847.7 -26714.7 -34155.6 -1153.77 14155.2 28810 -47693.5 -54152 -15673.6 41625.5 -63553.6 -64916.4 -111110 -50154.8 -2032.76 2031.08
internal_weight=0 20299 14858 1250 567 543 470 683 420 13608 1524 293 1231 1193 282 154 911 265 244 223 646 613 134 61 73 479 116 363 12084 6465
internal_count=4073804 20299 14858 1250 567 543 470 683 420 13608 1524 293 1231 1193 282 154 911 265 244 223 646 613 134 61 73 479 116 363 12084 6465
is_linear=0
shrinkage=0.1


Tree=1777
num_leaves=31
num_cat=0
split_feature=3 4 3 6 2 2 0 0 1 6 3 4 2 0 0 6 6 0 1 1 6 0 0 1 1 2 6 0 1 6
split_gain=1.88683e+12 1.21454e+13 2.76231e+13 3.72301e+13 4.35747e+13 6.43842e+13 3.60946e+13 3.41241e+13 3.76382e+13 2.21708e+13 2.20264e+13 2.15561e+13 2.65651e+13 2.3456e+13 8.94868e+13 4.6971e+13 4.13893e+13 3.70503e+13 2.62487e+13 4.20681e+13 9.08223e+13 6.93956e+13 2.96898e+13 2.71171e+13 2.29391e+13 2.6445e+13 2.01407e+13 2.77575e+13 2.68114e+13 2.45649e+13
threshold=4.5000000000000009 7.5000000000000009 6.5000000000000009 77.010000000000005 3062.5000000000005 9236.5000000000018 45.036141150000006 44.249882500000005 47.504912950000005 30.025000000000002 12.500000000000002 6.5000000000000009 2970.5000000000005 59.950512650000007 59.91832440000001 53.310000000000009 59.815000000000005 60.028671700000011 39.135518400000002 44.628646350000004 65.805000000000021 43.6005307 45.109778000000006 37.318079750000003 38.782330450000011 2911.0000000000005 90.045000000000016 54.707511300000007 65.534455000000023 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 9 10 6 7 -5 8 -6 -2 11 12 24 14 18 -16 -17 -15 22 20 -20 -22 23 -13 -4 -26 29 -28 -29 -9
right_child=1 -3 3 4 5 -7 -8 26 -10 -11 -12 13 -14 17 15 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=72.066890978299853 2762.0663305580342 18.30986962970394 -169992.01607142857 6810.9830684267254 -108195.22900390625 -46268.875712847606 -48713.278634081391 21639.752397303429 42972.702294921881 -860.34517745832693 53392.945841172164 78384.854658564829 -4201.8104373539718 -74218.157934061688 16053.534395559211 257999.37591145837 74148.121218750006 5553.3581256000944 12377.704101476233 -4970.4271661302218 264122.24837304692 63746.798914010185 1506.6036560162574 -22950.102301593633 -1107.5016259765625 -139686.50014880951 98711.484278612013 2067.6250951086959 105556.64938964845 -83617.703117766214
leaf_weight=1920388 18393 1921139 21 145 40 227 608 124 28 207608 68 27 107 114 38 24 25 119 566 1225 25 56 1174 1203 40 21 77 115 32 27
leaf_count=1920388 18393 1921139 21 145 40 227 608 124 28 207608 68 27 107 114 38 24 25 119 566 1225 25 56 1174 1203 40 21 77 115 32 27
internal_value=0 -64.2683 -747.264 -7291.32 -21514.9 -2963.56 -38021.4 19226.8 -45949.6 -565.537 -3120.68 -3923.8 -37021.9 -2562.72 -911.809 99491.1 164198 -33476.5 -2954.62 5924.08 26551.2 125591 -9868.48 -20725.7 -79848.2 -48815 31045.4 50073.1 24595.8 2818.88
internal_weight=0 2.15342e+06 232277 6276 1423 670 753 443 68 226001 4853 4785 189 4596 4363 87 49 233 4276 1872 647 81 2404 1230 82 61 375 224 147 151
internal_count=4073804 2153416 232277 6276 1423 670 753 443 68 226001 4853 4785 189 4596 4363 87 49 233 4276 1872 647 81 2404 1230 82 61 375 224 147 151
is_linear=0
shrinkage=0.1


Tree=1778
num_leaves=31
num_cat=0
split_feature=0 0 6 1 4 0 6 0 1 4 1 1 6 6 0 0 0 1 4 4 6 0 6 6 4 4 3 6 5 6
split_gain=1.92885e+12 1.59289e+13 3.6744e+13 4.57168e+13 2.75747e+13 4.25728e+13 4.01068e+13 3.66834e+13 8.17684e+13 4.98365e+13 4.49695e+13 6.27972e+13 5.48842e+13 5.3105e+13 4.68711e+13 4.03992e+13 3.46889e+13 3.38817e+13 3.21472e+13 3.74324e+13 5.52088e+13 5.7659e+13 5.47268e+13 4.79215e+13 4.1775e+13 4.16383e+13 4.05956e+13 3.63585e+13 3.67518e+13 4.70994e+13
threshold=47.234875100000004 51.307150200000002 130.05000000000004 44.064675150000006 22.500000000000004 47.295021550000008 55.405000000000008 47.295021550000008 39.366401150000009 4.5000000000000009 36.865631950000008 39.689978950000004 54.410000000000004 128.05000000000004 47.319699650000011 50.596941950000009 50.596941950000009 38.927872750000006 13.500000000000002 14.500000000000002 89.00500000000001 50.556058150000005 110.01500000000001 103.03500000000001 16.500000000000004 18.500000000000004 10.500000000000002 76.00500000000001 2.5000000000000004 99.050000000000011
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 4 -4 7 6 -6 8 9 17 13 12 -12 16 -14 -15 18 -2 -9 22 -21 -22 23 27 26 -26 -23 -20 -29 -30
right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 11 -13 14 15 -16 -17 -18 -19 19 20 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=153.71550189373929 14367.697858634578 14.696754812913595 -31431.432714263276 36756.81793791119 -5120.0912714678852 12626.796669940049 -23045.259366390848 1197.8191286290037 2202.9771651617343 -25259.099801537188 -4199.1350682690136 -1677.0777921432 -41502.381365029818 -17875.805078125002 -13731.379927553609 157711.69654605264 7826.852657724161 -33307.274845335 -6200.7153945278114 -9509.9404665035163 -102321.02979166668 46201.253969594596 -85610.095889559656 103516.13122558594 -18020.188071986609 106847.10118371212 148913.49547025241 -79863.295183823531 31807.068433988767 -96669.427492559538
leaf_weight=680052 679 3250391 715 114 4783 974 1689 14540 53245 1796 7788 41728 697 20 4746 38 6178 191 568 2004 30 148 132 32 140 33 52 170 89 42
leaf_count=680052 679 3250391 715 114 4783 974 1689 14540 53245 1796 7788 41728 697 20 4746 38 6178 191 568 2004 30 148 132 32 140 33 52 170 89 42
internal_value=0 -30.8021 -1062.39 -22054.5 -940.291 -6864.67 -9798.03 -613.736 1347.25 -15743.2 -1998.53 -3580.49 -9583.49 1591.8 -17287.6 97164.3 1362.34 3901.12 -858.894 -9552.09 -2718.38 31054.1 -25475.4 -16665.4 41781.3 5798.43 72906.4 -21091 -49189.5 -9383.87
internal_weight=0 3.39375e+06 143361 829 142532 7446 6472 135086 55911 2666 79175 54959 13231 24216 5443 58 24158 870 17980 3440 2407 403 1033 901 373 173 200 869 301 131
internal_count=4073804 3393752 143361 829 142532 7446 6472 135086 55911 2666 79175 54959 13231 24216 5443 58 24158 870 17980 3440 2407 403 1033 901 373 173 200 869 301 131
is_linear=0
shrinkage=0.1


Tree=1779
num_leaves=31
num_cat=0
split_feature=6 1 2 4 1 1 0 3 0 4 0 4 0 6 5 0 0 4 4 6 0 1 6 4 4 1 4 6 1 3
split_gain=1.89447e+12 1.22033e+13 1.65443e+13 1.45064e+13 1.35692e+13 1.46108e+13 1.61963e+13 1.91615e+13 2.35787e+13 1.39779e+13 1.6313e+13 2.67386e+13 3.30576e+13 2.29645e+13 1.20527e+13 1.28471e+13 1.16389e+13 1.14622e+13 2.19626e+13 1.10528e+13 1.76833e+13 2.68683e+13 1.45813e+13 1.45549e+13 1.43822e+13 2.02823e+13 1.38433e+13 2.09337e+13 1.63899e+13 1.34803e+13
threshold=31.005000000000006 37.649344350000007 2810.0000000000005 35.500000000000007 37.631035900000008 37.618684050000006 55.783232450000007 1.5000000000000002 55.667390500000003 16.500000000000004 55.791814000000009 12.500000000000002 55.743464250000009 30.425000000000001 2.5000000000000004 45.177967300000006 55.876067900000002 8.5000000000000018 13.500000000000002 33.57500000000001 43.687280500000007 39.939672500000007 31.995000000000001 21.500000000000004 12.500000000000002 39.873894000000007 13.500000000000002 33.005000000000003 39.718675700000013 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 -1 7 -7 -9 10 11 12 -6 -12 -4 -16 -11 -10 -19 20 21 22 24 26 25 -2 27 29 -29 -24
right_child=19 -3 14 -5 9 6 -8 8 17 16 13 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2352.548550072926 36391.756384817476 -522.12356469500332 -2531.8792327905053 77019.01165865385 14728.915256154454 36933.507322184247 13220.171575749271 7216.8620081877907 -83468.625037802427 -44949.768669245794 25457.294951055621 143460.26035156249 135649.5822048611 -75070.765076104537 -942.92020205543167 -111556.53017113096 16127.471542788775 21405.411212043044 -52120.776840876439 -20.795797653278214 629.13570839599674 -2860.2778297495211 10923.220791844255 88213.081687500002 -9267.4336845930229 125504.22040719698 -10139.585337123055 112713.62819362333 26314.284584780093 91608.798739769351
leaf_weight=31218 113 238865 7569 26 139 48 171 121 62 52 105 26 27 29 21 21 78 53 174 3604074 187461 1399 1482 25 43 33 257 37 54 21
leaf_count=31218 113 238865 7569 26 139 48 171 121 62 52 105 26 27 29 21 21 78 53 174 3604074 187461 1399 1482 25 43 33 257 37 54 21
internal_value=0 -251.593 1366.34 2353.86 2293.76 2048.51 -13041.2 -22846.1 -29844.7 19421.8 30477.9 49165.8 34396.7 3701.22 -2828.31 -56249.7 -8303.42 -45361.9 -34953.9 18.4837 759.959 7839.7 15088.7 12421.5 41563 56533.6 11397.9 14870.4 61443.7 12050.6
internal_weight=0 278805 39940 32329 32303 31847 629 458 410 456 326 192 166 134 7611 42 130 289 227 3.795e+06 190925 3464 2065 1876 189 146 1851 1594 91 1503
internal_count=4073804 278805 39940 32329 32303 31847 629 458 410 456 326 192 166 134 7611 42 130 289 227 3794999 190925 3464 2065 1876 189 146 1851 1594 91 1503
is_linear=0
shrinkage=0.1


Tree=1780
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 4 7 0 4 6 0 4 4 4 0 6 4 0 1 6 5 0 3 5 6 1 0 0 4 0
split_gain=1.9456e+12 2.65842e+13 7.58736e+13 1.19088e+14 5.32156e+14 2.62968e+14 1.57333e+14 1.47914e+14 1.26241e+14 1.22262e+14 1.08823e+14 1.41904e+14 3.15843e+14 9.126e+13 8.29814e+13 1.3349e+14 8.08196e+13 8.03084e+13 7.49697e+13 7.98737e+13 1.14731e+14 1.13113e+14 9.3548e+13 7.08737e+13 6.97933e+13 6.97096e+13 6.79788e+13 9.01985e+13 6.67036e+13 6.88102e+13
threshold=37.343102500000008 37.401708450000008 75.000000000000014 55.667390500000003 55.685785750000008 20.500000000000004 6.0000000000000009 55.812023600000011 9.5000000000000018 103.03500000000001 55.850146250000009 8.5000000000000018 7.5000000000000009 3.5000000000000004 55.850146250000009 99.050000000000011 2.5000000000000004 55.82518790000001 37.374856000000008 92.02500000000002 2.5000000000000004 55.812023600000011 7.5000000000000009 3.5000000000000004 112.00500000000001 37.374856000000008 55.702806750000008 55.806294650000005 11.500000000000002 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -5 10 17 12 -12 16 -9 -16 -2 26 19 20 -7 -22 -21 -24 -11 -19 28 -28 -6 -30
right_child=1 -3 3 4 5 18 7 14 -10 24 11 -13 -14 -15 15 -17 -18 25 -20 22 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-167.25438833138037 -75707.479532679121 2.2818552275010249 -3230.0127560216333 281315.26081730769 214690.78512329102 12716.027566394871 -14376.587727298838 230620.38523279142 19094.348267663045 -112923.45490841172 25762.742462969843 -19530.987578228698 348423.47736742423 -4134.3332863270625 86932.216980824931 -102954.09086538461 76399.935359838462 49579.63383203125 -6922.9570924945729 52677.744042968756 243455.12368421053 58469.13305889941 -95171.403172685954 47139.237002840913 5915.5382348632811 192266.79890873015 -2988.5448970865582 48178.659404702077 -60311.304166666669 147474.69572610295
leaf_weight=594077 41 3448569 6904 91 40 1212 187 37 23 103 376 877 33 12718 730 39 236 75 5115 96 38 254 171 44 95 63 538 958 30 34
leaf_count=594077 41 3448569 6904 91 40 1212 187 37 23 103 376 877 33 12718 730 39 236 75 5115 96 38 254 171 44 95 63 538 958 30 34
internal_value=0 28.5545 2936.42 7110.44 13451.2 11252.4 30948.5 65750.1 228411 20222.8 25207.4 3154.04 51796.5 -2897.58 84340.3 77302.1 53885.8 41525.3 -727.239 16733.4 26272.8 82542.7 -29399.1 -66047.4 -55904.7 114719 35212.3 29777.6 113389 50075
internal_weight=0 3.47973e+06 31158 18163 11259 11145 4215 993 114 3222 3024 1286 409 12995 806 769 277 1738 6930 1815 1504 292 311 215 198 138 1600 1496 104 64
internal_count=4073804 3479727 31158 18163 11259 11145 4215 993 114 3222 3024 1286 409 12995 806 769 277 1738 6930 1815 1504 292 311 215 198 138 1600 1496 104 64
is_linear=0
shrinkage=0.1


Tree=1781
num_leaves=31
num_cat=0
split_feature=4 6 1 1 0 0 0 1 6 0 6 6 5 0 7 0 7 3 6 0 0 2 1 1 0 6 7 6 3 6
split_gain=1.87856e+12 1.3073e+13 2.50854e+13 3.74402e+13 6.17174e+13 3.32118e+13 2.54697e+13 3.47575e+13 5.93473e+13 4.66895e+13 6.44736e+13 3.37937e+13 4.28897e+13 2.54275e+13 2.89478e+13 3.64277e+13 2.48592e+13 2.41465e+13 2.26541e+13 2.26516e+13 9.25498e+13 5.72484e+13 2.95797e+13 4.30174e+13 3.43719e+13 6.11853e+13 4.42184e+13 5.70231e+13 4.43323e+13 4.41304e+13
threshold=5.5000000000000009 47.005000000000003 61.400814300000008 60.307188350000011 57.100506200000005 55.080855950000007 55.183288250000011 60.571186450000006 79.710000000000022 56.850115550000005 80.030000000000015 134.05000000000004 3.5000000000000004 56.638205000000006 6.0000000000000009 56.791379400000004 6.0000000000000009 4.5000000000000009 55.405000000000008 56.986919400000012 56.685611200000004 4395.5000000000009 65.593879100000024 65.493200550000012 57.113979900000011 99.050000000000011 6.0000000000000009 120.05000000000001 3.5000000000000004 82.905000000000015
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 -1 3 17 5 -5 -7 9 -9 10 13 -10 -13 -8 15 18 -12 -3 -15 20 -4 22 23 -21 25 -25 27 29 -28 -26
right_child=-2 2 19 4 -6 6 7 8 11 -11 16 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-178.18238842314437 -42.461585054147648 992.82684190401915 -1058.6813247673961 -12651.840700884444 -23373.46569337236 17274.731364321793 -39805.776190340068 5282.3310891639294 -19212.450868953216 -758.82360719114877 79658.888228690485 -36933.395302483979 100688.86061921297 19689.808180306463 4643.0020299164489 12941.089204341166 -15759.391050277218 -1322.2434691193303 58135.962898511731 22254.730772439711 -33102.757471097386 -5675.4298453231677 15000.155363077531 45172.539506819157 -6446.9917699669386 -82623.089471293613 19419.880806451616 53166.284141156466 145511.36318933824 -45372.110755068541
leaf_weight=665601 2928705 294943 94510 939 752 2011 79 13369 1446 1547 229 39 54 241 1006 861 31 53176 421 920 910 4724 3561 291 2733 43 155 147 34 326
leaf_count=665601 2928705 294943 94510 939 752 2011 79 13369 1446 1547 229 39 54 241 1006 861 31 53176 421 920 910 4724 3561 291 2733 43 155 147 34 326
internal_value=0 108.6 506.688 897.5 4802.87 5754.18 6564.31 5449.64 3141.61 13243.1 20795.8 -15454.5 42976.3 16061.7 17806.9 26502.1 68282.1 639.194 44139.7 -831.957 -1364.28 3095.22 8141.81 2888.52 -1889.41 28719.8 -4900.74 -7671.71 42103 -10595.3
internal_weight=0 1.1451e+06 479498 371144 23025 22273 21334 19323 14908 4415 2868 1539 93 2608 2529 1523 260 348119 662 108354 95420 12934 8210 4649 3729 334 3395 3206 189 3059
internal_count=4073804 1145099 479498 371144 23025 22273 21334 19323 14908 4415 2868 1539 93 2608 2529 1523 260 348119 662 108354 95420 12934 8210 4649 3729 334 3395 3206 189 3059
is_linear=0
shrinkage=0.1


Tree=1782
num_leaves=31
num_cat=0
split_feature=1 0 4 6 6 4 3 0 0 0 0 6 6 6 6 3 3 6 0 0 2 5 4 6 6 3 6 2 3 4
split_gain=2.14024e+12 7.75505e+12 8.42922e+12 7.77147e+12 7.07156e+12 6.81914e+12 6.54018e+12 5.23619e+12 5.09585e+12 2.05644e+13 1.91195e+13 1.67864e+13 1.2958e+13 2.34473e+13 5.67906e+13 3.94561e+13 2.78433e+13 2.82315e+13 1.47275e+13 1.84202e+13 2.93793e+13 1.59406e+13 2.52365e+13 1.55166e+13 3.54245e+13 5.42254e+13 1.43777e+13 3.46345e+13 1.30591e+13 1.27609e+13
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 30.425000000000001 22.940000000000005 5.5000000000000009 3.5000000000000004 60.753246850000004 52.07762420000001 52.960348700000004 52.516286950000008 189.00000000000003 100.05000000000001 89.00500000000001 88.825000000000003 11.500000000000002 4.5000000000000009 92.02500000000002 52.02416370000001 50.556058150000005 9907.0000000000018 3.5000000000000004 8.5000000000000018 75.010000000000005 74.615000000000009 8.5000000000000018 75.605000000000004 9907.0000000000018 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 3 -3 4 6 7 -2 -6 11 10 29 12 13 14 18 -16 -15 -18 19 21 -21 26 -23 24 28 -26 -5 -28 -20 -10
right_child=1 2 -4 8 5 -7 -8 -9 9 -11 -12 -13 -14 16 15 -17 17 -19 23 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.831971613559281 -5410.9427454729775 -1623.128057391827 -86804.814694940476 2943.0010322233852 -2937.4430286517791 -28408.040699742498 22748.590117833235 -23317.628191356169 -30430.72452955458 288.30288254655414 -103510.97657552084 81233.788049768526 -11553.179866127039 -2422.0872144717264 -18844.156099759617 -196651.59830729169 94239.803930954717 24092.515456124831 -4842.9437024216686 -43255.758565190161 -4340.6110369262033 -9107.5873928931451 -107945.67259954638 20099.856745983307 47437.751542968756 -120243.11226851853 47253.171353557409 -52278.984411337209 6896.2407836877173 29106.504788953993
leaf_weight=4047600 205 26 21 4053 657 179 138 156 180 8722 30 27 646 210 26 24 84 181 1133 212 2285 155 31 672 30 54 187 43 5792 45
leaf_count=4047600 205 26 21 4053 657 179 138 156 180 8722 30 27 646 210 26 24 84 181 1133 212 2285 155 31 672 30 54 187 43 5792 45
internal_value=0 900.836 -39683 973.759 -6458.75 -10738.4 5918.55 -6848.03 1373.5 -530.076 -28521.8 2451.97 2317.5 2908.09 2201.35 -104192 24775.3 46327.9 2564.55 -765.171 -7644.58 3078.62 -25580.6 5584.31 4192.61 -60357.1 4323.22 28645 4975.59 -18523.3
internal_weight=0 26204 47 26157 1335 992 343 813 24822 8977 255 15845 15818 15172 14697 50 475 265 14647 6966 2497 4469 186 7681 7009 84 4283 230 6925 225
internal_count=4073804 26204 47 26157 1335 992 343 813 24822 8977 255 15845 15818 15172 14697 50 475 265 14647 6966 2497 4469 186 7681 7009 84 4283 230 6925 225
is_linear=0
shrinkage=0.1


Tree=1783
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 4 6 1 6 4 6 6 4 0 4 0 0 0 4 6 5 3 3 6 4 6 6 0 0 4
split_gain=2.02223e+12 2.39143e+13 3.7644e+13 3.99125e+13 6.26369e+13 6.01115e+13 5.43142e+13 5.32538e+13 4.81374e+13 4.79325e+13 4.53715e+13 3.75746e+13 4.37137e+13 4.17486e+13 7.26926e+13 1.34392e+14 3.78188e+13 8.22845e+13 6.58985e+13 9.76319e+13 4.66982e+13 5.61152e+13 6.60167e+13 3.71196e+13 3.62353e+13 3.59127e+13 3.48993e+13 3.97203e+13 3.15745e+13 3.20438e+13
threshold=82.860505900000007 65.64204770000002 1.5000000000000002 57.174562350000009 54.988402950000008 14.500000000000002 76.605000000000004 82.825258850000026 106.49500000000002 17.500000000000004 71.030000000000015 52.990000000000002 8.5000000000000018 55.111813300000001 7.5000000000000009 55.080855950000007 55.046782850000007 55.061158000000006 4.5000000000000009 76.00500000000001 3.5000000000000004 5.5000000000000009 2.5000000000000004 79.710000000000022 7.5000000000000009 75.010000000000005 78.605000000000004 54.992080650000005 55.071632200000003 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 6 11 7 -4 -7 -5 -11 -6 13 14 16 -16 26 -18 19 -19 28 22 -22 -14 -15 -9 -13 -28 -20 -30
right_child=-2 2 3 9 5 8 -8 25 -10 10 -12 12 23 24 15 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.0278042985539166 132.16857385638295 3333.1253512463127 -2746.8408848262407 -6.4122608626930742 -1848.0038581787257 -16843.079386346591 -22756.113825015418 7784.7437243498489 -165096.80838068182 11656.710180657785 60047.197608632494 -8843.8935645937927 -14156.465312102737 -15831.996154521585 -13674.952393353175 207139.73348214288 141640.67207446808 17207.109902343753 100061.63314368208 270474.94891304348 82433.412541992191 90201.015074573865 -38058.952491207048 -41992.726896841865 -135178.01250000001 45557.378472715442 28744.970947265625 -138412.87102272728 -8503.9040178119958 37262.53068404497
leaf_weight=3110892 901471 10919 9323 8089 12718 4886 950 5405 22 972 242 1024 3314 1181 63 49 47 45 46 23 50 44 502 560 26 264 21 44 309 303
leaf_count=3110892 901471 10919 9323 8089 12718 4886 950 5405 22 972 242 1024 3314 1181 63 49 47 45 46 23 50 44 502 560 26 264 21 44 309 303
internal_value=0 -37.5579 -1991.24 -3141.96 -4477.25 -7573.07 431.35 1900.67 -17507.6 2774.36 21302.9 -5179.29 -10716.8 -3061.59 4143.43 82931.5 553.411 11616.5 6993.83 102871 1794.73 -18481.7 -27144.8 -18180.3 -18402.8 9543.78 -13354.1 -84408 20160.6 14155
internal_weight=0 3.17233e+06 61441 50522 41219 25277 15942 14992 4908 9303 1214 20369 7651 3777 2570 112 2458 1369 1322 68 1254 596 552 3874 1207 5669 1089 65 658 612
internal_count=4073804 3172333 61441 50522 41219 25277 15942 14992 4908 9303 1214 20369 7651 3777 2570 112 2458 1369 1322 68 1254 596 552 3874 1207 5669 1089 65 658 612
is_linear=0
shrinkage=0.1


Tree=1784
num_leaves=31
num_cat=0
split_feature=0 0 6 6 6 6 3 6 4 6 1 0 6 6 1 6 3 3 1 4 5 1 1 5 4 3 6 4 1 4
split_gain=1.83725e+12 4.13177e+13 7.87403e+13 4.99516e+13 5.1034e+13 6.13752e+13 4.92526e+13 4.70843e+13 9.4751e+13 7.81067e+13 4.65338e+13 3.97006e+13 4.55937e+13 3.8362e+13 3.20772e+13 3.22666e+13 3.6387e+13 4.78815e+13 2.86527e+13 2.80414e+13 2.75734e+13 2.75384e+13 8.94551e+13 5.9998e+13 3.81812e+13 2.68259e+13 2.6561e+13 2.62512e+13 2.62006e+13 2.95605e+13
threshold=55.046782850000007 55.039488700000007 82.00500000000001 83.820000000000007 138.05000000000004 120.05000000000001 3.5000000000000004 69.015000000000015 18.500000000000004 64.015000000000015 82.886781200000016 55.043091000000011 149.05000000000004 125.02000000000002 82.93515810000001 70.00500000000001 5.5000000000000009 16.500000000000004 59.999510900000011 9.5000000000000018 2.5000000000000004 82.95992385000001 82.962856350000024 3.5000000000000004 24.500000000000004 1.5000000000000002 78.010000000000005 13.500000000000002 82.886781200000016 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 20 5 21 13 9 14 18 -10 12 -6 -7 15 -9 -17 19 -3 -18 -4 28 -23 24 -24 -20 -12 -11 -5 -30
right_child=-2 2 3 4 11 6 -8 8 10 27 26 -13 -14 -15 -16 16 17 -19 25 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=11.461868221923163 -61.452856326247741 -30689.057503836499 -3795.2931760204083 -15937.586259012751 108265.40377057187 -169533.79512867649 -5512.2729847568144 -51773.819362229573 -63760.921777343756 6282.7504960087608 36167.30936265448 145215.49302083332 -250.32287298238504 -25869.136384098703 -25357.849600167785 -12713.903943438863 144816.16536458334 -66599.570148026323 11682.702875662222 40744.917247437174 80917.640076369396 -80070.59769461496 35093.789295051887 -58409.446955141815 -74174.049517463238 1054.5760598170207 -15432.172180688682 35531.984994506834 -75331.820630787042 30136.964813369985
leaf_weight=1825156 2217197 266 49 144 61 34 665 104 60 451 617 45 106 41 1880 344 30 38 2697 189 178 112 538 92 34 19884 119 960 27 1686
leaf_count=1825156 2217197 266 49 144 61 34 665 104 60 451 617 45 106 41 1880 344 30 38 2697 189 178 112 538 92 34 19884 119 960 27 1686
internal_value=0 73.3882 3667.08 17140.1 14259.6 11268.4 -14176.3 1808.86 -9246.73 3349.76 20921 61850.7 39387.2 -90997.1 -18536.3 -345.489 8553.92 37021.4 1939.6 55001.3 62631.6 18419.6 2599.18 16543.5 28598.8 2323.96 27824.5 26183 25030.7 28474.6
internal_weight=0 1.85661e+06 31451 3812 3585 3373 740 27639 3381 24258 796 212 167 75 2585 705 601 257 22847 219 227 2633 776 664 572 22581 736 1411 1857 1713
internal_count=4073804 1856607 31451 3812 3585 3373 740 27639 3381 24258 796 212 167 75 2585 705 601 257 22847 219 227 2633 776 664 572 22581 736 1411 1857 1713
is_linear=0
shrinkage=0.1


Tree=1785
num_leaves=31
num_cat=0
split_feature=4 6 6 7 6 6 6 0 0 1 3 3 6 3 6 0 3 0 7 3 0 6 6 6 1 7 1 6 6 6
split_gain=1.80616e+12 3.15402e+12 6.47802e+12 1.57153e+13 4.68315e+12 9.9421e+12 1.83807e+13 8.92403e+12 4.71927e+12 1.00932e+13 4.47704e+12 1.03544e+13 8.43303e+12 6.60573e+12 6.10913e+12 5.39206e+12 4.33526e+12 4.11536e+12 9.78763e+12 3.20139e+12 1.08111e+13 4.98545e+12 9.49201e+12 4.26753e+12 3.88571e+12 9.27595e+12 9.76795e+12 4.07046e+12 3.66695e+12 5.36551e+12
threshold=37.500000000000007 101.02000000000002 84.810000000000016 6.0000000000000009 68.515000000000015 67.91500000000002 64.805000000000021 55.834019500000004 55.806294650000005 37.768783500000005 13.500000000000002 23.500000000000004 79.710000000000022 4.5000000000000009 78.605000000000004 55.801384500000005 19.500000000000004 55.858844800000007 6.0000000000000009 8.5000000000000018 55.801384500000005 57.715000000000011 42.605000000000011 37.310000000000009 37.649344350000007 6.0000000000000009 37.618684050000006 51.805000000000007 36.905000000000008 42.875000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 10 -7 -10 13 15 14 -6 -13 16 -12 19 -19 20 -2 22 23 -22 25 27 28 -21 -27 -30
right_child=1 -3 3 -5 7 8 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 -20 24 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.267219029868581 -46686.563781738281 27553.644238281253 -96987.491578125002 6218.6388088650174 -10647.342696049529 -11797.901708984376 62962.446093750004 72010.911562499998 -103945.33433593751 -8635.7654687500017 -40838.054629221268 24975.905851063832 68898.410404829541 34336.100438878675 -26872.451740056818 -69831.143243634258 14532.348704176682 17515.691758661687 -67463.363506155307 74010.735890625001 28675.694531250003 -28210.139023437503 63998.786284722228 -24478.255841619321 -11769.441502162388 -38063.340244932435 32403.013080512152 15032.849085582386 22145.197755561443 -12021.54633554312
leaf_weight=4072329 72 32 25 36 53 33 40 20 25 20 31 47 22 85 44 27 26 23 33 25 23 40 27 44 224 37 72 22 59 208
leaf_count=4072329 72 32 25 36 53 33 40 20 25 20 31 47 22 85 44 27 26 23 33 25 23 40 27 44 224 37 72 22 59 208
internal_value=0 -3498.68 -4187.29 -36079 -2779.63 -6202.13 -3381.36 7121.53 -40521.5 -61585.5 3247.54 -6428.1 13338.4 17059.9 -93.6297 -33018.8 -15581.4 -6300.78 -32561.3 -4576.76 -15433.9 1358.65 13941.1 -6231.38 -1119.95 4519.5 -716.068 46404.1 -8560.06 -4471.59
internal_weight=0 1475 1443 61 1382 1027 949 355 78 45 335 197 113 138 91 84 57 909 56 853 206 134 94 67 647 423 376 47 304 267
internal_count=4073804 1475 1443 61 1382 1027 949 355 78 45 335 197 113 138 91 84 57 909 56 853 206 134 94 67 647 423 376 47 304 267
is_linear=0
shrinkage=0.1


Tree=1786
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 1 1 0 1 4 6 1 0 1 6 6 6 1 0 7 6 4 2 7 1 1 0 6 0 0
split_gain=1.76899e+12 2.82158e+13 8.89839e+13 7.57913e+13 4.44268e+13 4.53999e+13 4.36908e+13 3.50835e+13 4.84145e+13 4.79066e+13 6.82738e+13 3.39816e+13 3.07172e+13 2.99181e+13 3.00903e+13 2.79553e+13 3.52211e+13 2.53219e+13 4.23172e+13 3.88056e+13 2.36311e+13 3.77123e+13 2.27173e+13 2.26428e+13 2.25188e+13 1.35265e+14 1.22739e+14 8.26265e+13 7.86587e+13 7.55204e+13
threshold=56.115175650000005 56.020150250000007 92.865667950000017 9.5000000000000018 64.015000000000015 36.865631950000008 92.791023150000015 56.041614100000011 37.442254400000003 14.500000000000002 110.01500000000001 37.503969450000007 56.041614100000011 53.67029225000001 73.995000000000019 118.04500000000002 247.90000000000001 53.67029225000001 56.041614100000011 6.0000000000000009 156.15000000000003 3.5000000000000004 5762.5000000000009 6.0000000000000009 39.843340650000009 39.873894000000007 57.57007620000001 86.030000000000015 57.634352600000007 57.60122925000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 11 8 -7 10 -10 -5 -8 -9 -15 -3 20 19 23 22 -17 -22 -13 -19 -2 26 -26 -28 29 -29
right_child=24 2 -4 4 5 7 12 13 9 -11 -12 17 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.4980334551684793 -402.39316259687109 -1011.0480796651269 3274.5845627901626 -26230.250820914494 130411.11000000002 -101822.31598557693 -18619.556027095834 -22265.825629372503 -17238.300341380433 13213.120446895859 -166049.41155303031 3621.4938218331481 -63894.014035814864 -19586.197677693039 -71152.76681364885 -29908.399688007306 67134.873567708346 -12592.681481017291 -19546.436862221664 -10285.94318114775 -14892.815476190477 -189618.22651041669 32122.843485014149 9263.9792846781929 -27386.133784606216 306.99874282438321 11571.596077251805 -924.93564823971519 -27907.064745299798 78481.842963226009
leaf_weight=2928674 479564 23863 20045 730 20 52 1164 1873 469 721 33 3944 172 189 282 77 24 786 2208 2391 21 30 301 1194 767 593482 9952 158 123 495
leaf_count=2928674 479564 23863 20045 730 20 52 1164 1873 469 721 33 3944 172 189 282 77 24 786 2208 2391 21 30 301 1194 767 593482 9952 158 123 495
internal_value=0 -39.6921 -2175.7 -4870.32 -10081.8 -19839.3 -7327.21 -20669.6 -7319.6 -3301.5 -27020.7 -5347.48 -24448.3 -27931.2 -50460.4 -1283.35 -44032.9 -3939.09 -10027.5 -96.6761 -64876.9 -117672 5642.44 587.547 109.401 515.1 11259.3 14022.2 45450.8 59268.6
internal_weight=0 2.98926e+06 60589 40544 16529 3639 12890 3619 1275 1223 502 11554 1336 2344 471 24015 152 10824 4188 6636 128 51 4245 1980 1.08454e+06 604977 11495 10728 776 653
internal_count=4073804 2989263 60589 40544 16529 3639 12890 3619 1275 1223 502 11554 1336 2344 471 24015 152 10824 4188 6636 128 51 4245 1980 1084541 604977 11495 10728 776 653
is_linear=0
shrinkage=0.1


Tree=1787
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 2 3 6 6 1 6 4 4 6 6 4 0 4 1 1 4 3 6 4 4 4 7 6 6 4
split_gain=1.79821e+12 2.34047e+13 1.15366e+14 4.45485e+13 5.57165e+13 4.36943e+13 5.78571e+13 3.79816e+13 3.50445e+13 6.92703e+13 5.86899e+13 9.49773e+13 8.51595e+13 6.29959e+13 4.85495e+13 3.28546e+13 5.91361e+13 5.37806e+13 3.22171e+13 6.93479e+13 7.3182e+13 2.65459e+14 2.65992e+14 2.40514e+14 8.46991e+13 1.09173e+14 7.60731e+13 6.84793e+13 1.37689e+14 6.67007e+13
threshold=59.764576050000009 59.838047850000002 82.905000000000015 30.410676000000006 30.205407000000005 3338.0000000000005 5.5000000000000009 45.005000000000003 101.02000000000002 30.509101000000005 118.04500000000002 12.500000000000002 15.500000000000002 112.00500000000001 108.05000000000001 5.5000000000000009 59.825842200000004 9.5000000000000018 30.330566300000005 30.370944000000005 16.500000000000004 11.500000000000002 69.605000000000004 15.500000000000002 11.500000000000002 9.5000000000000018 6.0000000000000009 46.805000000000007 54.990000000000002 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 -2 8 -7 -5 15 10 11 -10 -12 14 -13 16 -4 -17 -6 20 21 24 27 -24 25 -20 -27 -23 -29 -22
right_child=1 -3 5 7 18 6 -8 -9 9 -11 12 13 -14 -15 -16 17 -18 -19 19 -21 29 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-22.17296050238366 10297.326291660811 -19.123697381968942 -41246.75468207465 4321.5099912159922 -5786.7154933589518 -11346.433634159483 136558.22506167763 21701.683727697822 106695.08312602795 176313.97812500002 -185958.79307831556 -18513.858610551077 12241.927598505436 122482.10715013587 -153945.94940878378 42968.648428819448 -208355.70020833335 -37861.462136464099 12432.207943586449 -8445.6680001174063 -12068.928927238323 26509.488513183594 535701.28796296299 84470.050520833349 40844.695581753411 -15667.674740650617 -133323.15316619872 363441.27745535714 33905.490075683592 10661.214002192541
leaf_weight=3665537 6673 376960 72 2572 6868 87 38 2460 76 21 41 93 46 23 37 90 30 964 658 3618 1936 112 27 21 594 122 100 21 32 3875
leaf_count=3665537 6673 376960 72 2572 6868 87 38 2460 76 21 41 93 46 23 37 90 30 964 658 3618 1936 112 27 21 594 122 100 21 32 3875
internal_value=0 199.075 2826.35 4243.48 2493.56 -23176.8 33616.6 12818.2 -27931.8 443.731 -11243.8 15319.3 -81163 -30069.9 -57059.9 -36203.9 -90396.4 -30959.5 -402.043 2924.87 8411.47 26747.2 131099 338288 11667.8 -8026.57 -68665.6 70826.1 164476 3088.41
internal_weight=0 408267 31307 29689 24657 1618 125 5032 1493 337 316 229 87 153 130 1156 102 1054 17984 11116 7498 1687 213 48 1474 880 222 165 53 5811
internal_count=4073804 408267 31307 29689 24657 1618 125 5032 1493 337 316 229 87 153 130 1156 102 1054 17984 11116 7498 1687 213 48 1474 880 222 165 53 5811
is_linear=0
shrinkage=0.1


Tree=1788
num_leaves=31
num_cat=0
split_feature=4 1 0 1 0 0 1 4 1 4 0 1 4 6 1 4 0 3 0 6 1 0 1 0 0 6 6 0 1 0
split_gain=1.77482e+12 2.35274e+13 5.72222e+13 1.03764e+14 1.05399e+14 1.12223e+14 6.16385e+13 6.82545e+13 1.82546e+14 6.0303e+13 7.48687e+13 7.11275e+13 5.00666e+13 4.98457e+13 4.92465e+13 9.72649e+13 5.87645e+13 4.72796e+13 4.64765e+13 4.19824e+13 3.65343e+13 6.55336e+13 5.45789e+13 8.31858e+13 4.39799e+13 3.3567e+13 3.33236e+13 3.29541e+13 3.49283e+13 5.04904e+13
threshold=16.500000000000004 82.941727000000014 55.02095400000001 82.963919600000011 55.039488700000007 55.026775150000006 82.966990000000024 22.500000000000004 82.963919600000011 17.500000000000004 54.998919050000005 82.962856350000024 24.500000000000004 99.050000000000011 82.961694200000011 18.500000000000004 55.061158000000006 17.500000000000004 55.111813300000001 156.15000000000003 82.958608050000009 54.947759400000002 82.962856350000024 54.945424150000001 55.007293000000011 89.00500000000001 84.810000000000016 55.043091000000011 92.90968070000001 56.006509350000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 -3 -10 -8 18 16 25 -15 -6 -4 -11 22 -22 -24 -23 -16 -17 -5 -29 -30
right_child=1 2 3 27 14 -7 13 8 12 20 -12 -13 -14 17 15 26 -18 -19 -20 -21 21 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=-35.809847106629057 282.6820417067006 12476.988950754723 -7858.0570078184164 5992.2550363899136 4337.5101047858961 -36422.880640605945 -1418.6888016826492 10718.90462036761 67604.068014988763 8420.6425523500311 -11413.184500440473 56305.548143688 160189.23458854167 -50667.289468299277 -96412.150134953015 -7927.1274035529923 -8941.4188097330734 73270.333111213244 -13011.594525258513 134174.60699404762 -1414.0584903508093 -19920.315908110235 13794.944986511233 100043.04592698318 5313.2514373346667 18595.945061383929 73080.054976851854 -3933.1103804929453 -11945.601435311964 17034.187334424361
leaf_weight=3147398 840589 947 2311 5906 4870 2741 26802 3037 264 3413 623 608 75 325 271 852 150 34 2261 21 3487 2799 800 130 917 28 54 19287 873 1931
leaf_count=3147398 840589 947 2311 5906 4870 2741 26802 3037 264 3413 623 608 75 325 271 852 150 34 2261 21 3487 2799 800 130 917 28 54 19287 873 1931
internal_value=0 121.661 -1455.56 -4120.51 -11300.9 -22704 1046.53 5749.69 18487.8 2616.2 17878.4 29613.8 88087.5 -1914.49 -4484.01 -21960 -60018.3 -38929.5 -1163.31 -6579.03 -262.804 -3906.8 4326.63 25851.1 -13693.4 -85642.2 -3098.88 -643.038 -2416.97 8011.59
internal_weight=0 926406 85817 41556 13559 5073 44261 17100 3376 13724 2178 1555 339 27161 8486 1355 449 359 7131 2332 11546 8133 4417 930 3716 299 906 27997 22091 2804
internal_count=4073804 926406 85817 41556 13559 5073 44261 17100 3376 13724 2178 1555 339 27161 8486 1355 449 359 7131 2332 11546 8133 4417 930 3716 299 906 27997 22091 2804
is_linear=0
shrinkage=0.1


Tree=1789
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 6 1 4 0 0 0 0 1 7 3 1 0 0 1 1 7 0 0 0 1 6 0 1 0 3
split_gain=2.12797e+12 9.42215e+12 3.31402e+13 6.92343e+13 1.45241e+14 9.75884e+13 6.82081e+13 1.34617e+14 9.73039e+13 7.87e+13 7.15514e+13 7.87454e+13 5.86078e+13 5.82288e+13 5.23786e+13 9.39752e+13 4.73745e+13 4.76453e+13 4.54512e+13 6.05872e+13 7.14944e+13 7.40676e+13 6.76945e+13 6.75129e+13 5.74502e+13 6.6847e+13 8.02232e+13 1.12503e+14 4.44934e+13 4.24944e+13
threshold=19.500000000000004 22.500000000000004 37.442254400000003 37.425454150000007 55.710673100000008 49.895000000000003 37.503969450000007 20.500000000000004 55.775215600000003 55.737027400000009 55.840017500000009 55.806294650000005 37.46219940000001 6.0000000000000009 15.500000000000002 37.475446350000006 55.850146250000009 55.81943720000001 30.438492500000006 30.389265100000003 6.0000000000000009 60.034792100000011 59.864072000000007 59.933037250000005 30.226173900000003 45.005000000000003 60.042359000000012 30.157841000000001 59.882709350000006 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 18 -5 -6 7 8 9 -4 11 29 -12 -13 15 -10 17 -7 19 22 21 28 -2 -24 25 -25 27 -27 -21 -9
right_child=1 -3 6 4 5 16 -8 10 14 -11 12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=26.240588823096761 7487.3094353623428 76.238155712698131 36513.92020672885 122758.86628981371 -9400.9056389303769 -63231.315161360988 -421.54735159733667 -34538.276979988637 46243.98405454716 160586.46931792714 -25832.415158155491 2903.7967757428282 52719.011832634722 -121544.63086734695 99706.372801088495 -47764.970037059298 -3071.8527791341148 -154140.41447929686 -6292.3840411313276 4055.2463464997945 3328.9500702611986 10731.705126480318 -23229.76616430108 -6950.5599735373653 -7726.7407319762679 236841.77790178574 -55736.579245057401 33207.234291897214 81015.557339239516 6920.0927764165972
leaf_weight=3599339 4876 343403 88 52 272 107 90236 299 334 122 123 61 417 98 89 156 48 125 18990 95 2458 568 2019 940 5702 28 98 874 359 1428
leaf_count=3599339 4876 343403 88 52 272 107 90236 299 334 122 123 61 417 98 89 156 48 125 18990 95 2458 568 2019 940 5702 28 98 874 359 1428
internal_value=0 -199.064 -920.398 -3426.93 -37010.5 -52061.2 88.4014 14401.2 50282.4 108594 2731.72 -6457.74 34826.7 -73800.3 29133 16314.6 -93502.7 -112213 -2878.81 719.117 12571.3 34799.8 -2118.16 -6966.13 -2669.31 12195.4 30192.5 39528.5 64911.5 -257.703
internal_weight=0 474465 131062 37611 604 552 93451 3215 789 210 2426 1886 540 159 579 490 280 232 37007 18017 3480 1022 14537 9661 7642 1940 1000 902 454 1727
internal_count=4073804 474465 131062 37611 604 552 93451 3215 789 210 2426 1886 540 159 579 490 280 232 37007 18017 3480 1022 14537 9661 7642 1940 1000 902 454 1727
is_linear=0
shrinkage=0.1


Tree=1790
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 6 3 6 3 0 4 4 5 6 6 6 0 5 1 2 0 0 0 7 2 1 4 5 5 6
split_gain=1.87507e+12 7.58212e+12 1.83964e+13 2.80816e+13 2.18685e+13 1.37071e+13 1.75644e+13 1.6347e+13 1.73561e+13 1.35361e+13 1.34933e+13 1.34209e+13 1.089e+13 1.02046e+13 1.22929e+13 2.85436e+13 1.7938e+13 1.59557e+13 1.35326e+13 1.0168e+13 1.00185e+13 1.00012e+13 2.57834e+13 2.88918e+13 3.47841e+13 2.25907e+13 3.34946e+13 2.09294e+13 1.58096e+13 1.11825e+13
threshold=91.292296250000007 56.228352100000002 56.288960650000007 92.948588300000011 6.5000000000000009 78.605000000000004 3.5000000000000004 79.015000000000015 5.5000000000000009 58.08467765000001 15.500000000000002 5.5000000000000009 2.5000000000000004 122.65000000000002 91.02500000000002 92.02500000000002 61.78914120000001 3.5000000000000004 118.02765200000002 12544.500000000002 60.064438250000002 56.128722100000005 56.148747500000006 6.0000000000000009 5325.0000000000009 94.478249850000012 17.500000000000004 2.5000000000000004 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 19 3 4 -3 -4 9 8 -8 -7 -6 -5 -9 14 16 -16 17 -14 -18 21 -17 -2 28 24 -24 26 -25 -26 -23 -29
right_child=1 2 5 11 10 6 7 12 -10 -11 -12 -13 13 -15 15 20 18 -19 -20 -21 -22 22 23 25 27 -27 -28 29 -30 -31
leaf_value=-12.908929379161348 427.08889031335667 -54457.829706101191 960.72079919633677 -8909.605060501046 37827.673909542544 -18306.054351408584 -101036.63427734375 27865.870173527645 3114.8942545572918 15599.731156226109 -275.91565890842014 -26130.87748300334 -56023.16994480299 32063.344207589289 -121040.43918269231 -64019.703565705131 -48450.515685096158 550.68372865156698 32209.655399263826 22800.078300876063 -2204.1966656494142 23874.036302300534 -15762.029839817322 81762.06052766394 -301.46631782415466 -21796.009490875702 10660.479539584456 29665.743820816948 96110.337500000009 -33376.723658854164
leaf_weight=3931467 124724 42 10662 1464 218 184 48 52 24 327 162 655 115 35 39 39 26 88 104 206 80 370 970 122 853 67 145 453 33 30
leaf_count=3931467 124724 42 10662 1464 218 184 48 52 24 327 162 655 115 35 39 39 26 88 104 206 80 370 970 122 853 67 145 453 33 30
internal_value=0 356.555 -1821.95 -9541.47 14015.4 -162.865 -10481.3 -21387 -66319.5 3390.99 21583.5 -14232.8 -15789.9 -20105.7 -23824.4 -46795.5 -12925.3 -31498.5 16077.6 601.076 -22463.1 565.284 6229.51 2633.09 -1348.24 30121 43148.8 9116.86 29789.2 25750.1
internal_weight=0 142337 14364 2541 422 11823 1161 650 72 511 380 2119 578 526 491 158 333 203 130 127973 119 127767 3043 2640 2306 334 267 1336 403 483
internal_count=4073804 142337 14364 2541 422 11823 1161 650 72 511 380 2119 578 526 491 158 333 203 130 127973 119 127767 3043 2640 2306 334 267 1336 403 483
is_linear=0
shrinkage=0.1


Tree=1791
num_leaves=31
num_cat=0
split_feature=6 6 6 6 0 1 4 1 6 5 6 0 0 6 6 3 4 1 5 2 0 1 1 4 6 4 1 4 7 0
split_gain=1.81092e+12 1.21225e+13 1.54328e+13 2.89186e+13 1.84118e+13 3.49184e+13 2.09968e+13 1.73733e+13 1.69236e+13 1.66414e+13 1.564e+13 1.49212e+13 2.91823e+13 2.07714e+13 2.16844e+13 2.4681e+13 1.62154e+13 2.15102e+13 1.46525e+13 3.41546e+13 3.53616e+13 1.91532e+13 2.69657e+13 6.66503e+13 3.52159e+13 2.31878e+13 1.94967e+13 1.71045e+13 1.65014e+13 1.94436e+13
threshold=41.505000000000003 40.015000000000008 39.305000000000007 39.025000000000013 43.687280500000007 39.873894000000007 9.5000000000000018 65.493200550000012 39.005000000000003 1.5000000000000002 38.205000000000005 43.687280500000007 43.550475500000012 40.905000000000008 41.285000000000004 2.5000000000000004 7.5000000000000009 39.723160900000003 1.5000000000000002 75.000000000000014 59.933037250000005 30.362494150000003 30.303340300000002 15.500000000000002 36.405000000000008 4.5000000000000009 30.315889700000003 4.5000000000000009 6.0000000000000009 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -5 10 -4 18 12 -3 16 15 -15 17 -14 -1 -20 27 22 -22 25 -25 -24 -27 -21 -29 -30
right_child=-2 11 4 7 6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=65.793201132934101 -45.773027928787101 -2708.8318544094623 -35415.664787946429 3459.6280091599956 1105.9946018276578 -185.6024781609687 -1837.3852532180831 14578.651070738992 -3928.0268395867943 -9135.0729251542925 1420.1631055891614 863.82738222139551 179558.75608016306 -27357.510956305428 87394.166606104656 28280.889715770278 21542.06635498047 55755.257752821177 7287.9026584674648 -586.23554732916909 5424.775924170578 965.84534222413959 -19561.272054687503 30468.130512340358 -46890.140539913373 42706.715197603204 104033.18856336805 -6322.6580424153208 -5174.1127126229667 7893.3120219926896
leaf_weight=893718 2768799 605 567 10819 35226 1553 77683 1615 10573 419 81735 145715 23 111 43 283 40 36 3783 13304 745 1651 25 141 101 81 144 19585 2725 1956
leaf_count=893718 2768799 605 567 10819 35226 1553 77683 1615 10573 419 81735 145715 23 111 43 283 40 36 3783 13304 745 1651 25 141 101 81 144 19585 2725 1956
internal_value=0 97.1156 -11.4156 110.05 -1108.47 -9529.94 -919.093 4903.83 52.1954 -24247.7 93.4655 953.024 12344.1 29334.9 19965.1 12606.1 70694.2 104018 -22.1447 -1798.59 -2648.22 8014.95 17423.2 35591.7 -1817.76 71804 81955.7 -3467.89 -5047.78 286.234
internal_weight=0 1.305e+06 1.15815e+06 1.0427e+06 115448 2539 112909 12434 1.03027e+06 986 1.01969e+06 146856 1141 536 437 394 99 59 937959 44241 40458 2888 1237 492 242 250 225 37570 24266 4681
internal_count=4073804 1305005 1158149 1042701 115448 2539 112909 12434 1030267 986 1019694 146856 1141 536 437 394 99 59 937959 44241 40458 2888 1237 492 242 250 225 37570 24266 4681
is_linear=0
shrinkage=0.1


Tree=1792
num_leaves=31
num_cat=0
split_feature=6 1 6 0 0 1 5 0 3 0 0 3 6 4 1 3 5 2 0 5 6 4 5 3 3 4 0 3 4 4
split_gain=1.93728e+12 8.55676e+12 9.12141e+12 1.88782e+13 1.20141e+13 1.02245e+13 1.74413e+13 9.44206e+12 1.44283e+13 1.37065e+13 8.25791e+12 9.21789e+12 1.86148e+13 1.21923e+13 1.51508e+13 7.68212e+12 1.43422e+13 1.0489e+13 8.36786e+12 1.08367e+13 8.98805e+13 1.67287e+13 1.29048e+13 1.08282e+13 9.40855e+12 1.66343e+13 9.34583e+12 1.03348e+13 7.86374e+12 1.75457e+13
threshold=27.215000000000003 30.323041000000003 26.495000000000001 55.183288250000011 55.866549750000011 30.370944000000005 2.5000000000000004 55.034466500000008 6.5000000000000009 55.039488700000007 60.01610465000001 1.5000000000000002 21.020000000000003 12.500000000000002 30.362494150000003 1.5000000000000002 4.5000000000000009 75.000000000000014 57.100506200000005 3.5000000000000004 19.050000000000004 9.5000000000000018 4.5000000000000009 8.5000000000000018 5.5000000000000009 5.5000000000000009 55.303261650000003 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 -1 5 7 -5 6 10 -4 -9 -10 11 12 -3 -13 -15 16 17 -7 19 28 21 22 24 -23 25 26 27 -21 -17 -30
right_child=-2 2 3 4 -6 15 -8 8 9 -11 -12 13 -14 14 -16 18 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6944.1343402590664 -10.079997534349902 -82276.716112214053 1139.8950816643135 14569.918402271804 4153.1532270341513 -15237.754562297479 108685.73187500001 1956.5815688666946 -45722.970938734979 -7826.9405570701319 -9759.1635603162995 74080.616683238637 52525.457714843753 -18332.553920717593 69377.498966733867 -526.36271585965278 -79356.377400716156 -1336.2353836338625 -2176.8101434377213 28386.725407608697 197835.28064903847 17495.619784628379 -61154.65345517113 108822.565625 -43164.863911830354 86191.551812274643 53836.872773437506 -56131.653886217951 11007.151835180073 1370.8778846618452
leaf_weight=1528 3988583 21 4459 1759 2988 569 20 436 171 216 108 55 20 54 31 20479 24 11770 9178 23 26 37 42 20 35 26 20 39 2021 29046
leaf_count=1528 3988583 21 4459 1759 2988 569 20 436 171 216 108 55 20 54 31 20479 24 11770 9178 23 26 37 42 20 35 26 20 39 2021 29046
internal_value=0 471.772 607.166 3436.51 8013.08 221.965 18374.1 -676.521 -10517.8 -24571.7 12124.2 25181.6 -16519.6 37394.1 13655.8 145.501 -2127.5 -1977.29 606.236 1099.21 21155.7 2173.56 -12420.5 49540.2 1893.06 16495.2 -5603.69 -24778.1 994.929 1997.75
internal_weight=0 85221 83693 10029 4747 73664 309 5282 823 387 289 181 41 140 85 73355 12363 12339 60992 51814 268 242 185 57 143 108 82 62 51546 31067
internal_count=4073804 85221 83693 10029 4747 73664 309 5282 823 387 289 181 41 140 85 73355 12363 12339 60992 51814 268 242 185 57 143 108 82 62 51546 31067
is_linear=0
shrinkage=0.1


Tree=1793
num_leaves=31
num_cat=0
split_feature=3 4 6 0 4 1 6 0 1 6 6 1 6 3 6 1 6 0 4 6 6 5 1 4 1 0 0 6 0 3
split_gain=1.86029e+12 1.17169e+13 1.71822e+13 1.16268e+13 3.01373e+13 2.84038e+13 7.19668e+13 2.03766e+13 3.20027e+13 2.21727e+13 2.73742e+13 3.2921e+13 3.66813e+13 3.09747e+13 3.97091e+13 1.75775e+13 1.61197e+13 1.47194e+13 1.84339e+13 6.33907e+13 1.90067e+13 3.0049e+13 4.21964e+13 3.05386e+13 2.03536e+13 1.58647e+13 1.97064e+13 2.98138e+13 2.2377e+13 2.01059e+13
threshold=17.500000000000004 17.500000000000004 59.815000000000005 45.029425500000009 26.500000000000004 37.318079750000003 70.50500000000001 45.022979600000006 39.069277450000008 118.04500000000002 66.990000000000023 38.965413050000002 100.05000000000001 18.500000000000004 74.015000000000015 39.044653900000007 56.805000000000007 45.040161900000008 20.500000000000004 99.050000000000011 77.565000000000012 2.5000000000000004 38.989878900000008 22.500000000000004 39.038055050000004 45.063245050000006 45.07004340000001 69.605000000000004 45.067157700000003 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 6 -3 -7 9 10 16 12 -12 15 -15 -13 -9 18 19 -5 -20 -22 23 -23 -24 -19 27 28 -27 -29
right_child=1 3 -4 17 -6 7 -8 8 -10 -11 11 13 -14 14 -16 -17 -18 25 20 -21 21 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=13.053140142239975 15778.364613970589 -2101.7779017857142 -77545.72087765958 -18387.020964491105 -95548.739361979184 1067.7664819771255 228372.39335937501 13313.506766316537 112725.04238281251 -24646.580993652344 58788.643001215511 22603.395312500001 202230.65113636365 100511.23153545673 -38805.261254882811 152135.23146306819 -39185.806507783782 6349.1844354454488 -11705.941861718751 -178044.33506944447 102441.43352693257 33955.119326171873 68940.037945713135 -118707.27295435856 -10926.227320240163 22853.493111029082 -463.04616521832452 -58584.790771982625 -15499.776515506206 22721.909098307293
leaf_weight=3927269 34 42 47 315 30 4038 20 418 34 128 94 20 22 26 96 22 68 3400 750 27 38 20 78 38 54 209 135676 196 559 36
leaf_count=3927269 34 42 47 315 30 4038 20 418 34 128 94 20 22 26 96 22 68 3400 750 27 38 20 78 38 54 209 135676 196 559 36
internal_value=0 -349.836 -38372.6 -328.806 4382.14 4978.39 72244.7 4138.58 17500.6 13879.1 20316.8 45222.3 85993.2 16384.3 -9114.86 90453.4 5967.92 -497.326 -11007.8 -30991.5 -4019.58 21264.5 5029.12 -66065.1 36267.5 -398.281 -566.134 -14552.6 -5062.49 -45968.2
internal_weight=0 146535 81 146454 5058 5028 62 4966 928 894 766 280 116 164 122 42 486 141396 1320 342 978 228 190 58 132 140076 136676 1000 768 232
internal_count=4073804 146535 81 146454 5058 5028 62 4966 928 894 766 280 116 164 122 42 486 141396 1320 342 978 228 190 58 132 140076 136676 1000 768 232
is_linear=0
shrinkage=0.1


Tree=1794
num_leaves=31
num_cat=0
split_feature=6 6 1 3 0 4 5 0 0 1 3 4 0 4 4 1 1 1 1 4 0 3 0 0 0 0 3 0 0 0
split_gain=1.73564e+12 1.19986e+13 5.67786e+13 5.58737e+13 5.13223e+13 4.35131e+13 3.7761e+13 3.72385e+13 7.07195e+13 3.67978e+13 3.54832e+13 6.51584e+13 4.14671e+13 4.04162e+13 3.52632e+13 2.97118e+13 5.21678e+13 3.21154e+13 3.34808e+13 2.9619e+13 2.93481e+13 2.68245e+13 2.54059e+13 6.12144e+13 3.72443e+13 3.88635e+13 3.21953e+13 2.99031e+13 6.62741e+13 3.63884e+13
threshold=142.05000000000004 138.05000000000004 83.025426800000005 4.5000000000000009 56.288960650000007 5.5000000000000009 5.5000000000000009 60.034792100000011 59.963561900000009 36.555998300000006 6.5000000000000009 5.5000000000000009 57.892117950000006 9.5000000000000018 5.5000000000000009 60.620042600000012 60.590708550000009 60.571186450000006 53.187400150000009 6.5000000000000009 59.950512650000007 7.5000000000000009 55.768246800000007 55.418618900000006 55.876067900000002 56.309668500000008 3.5000000000000004 56.850115550000005 56.818587550000011 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -7 11 -6 13 19 -4 16 17 18 -12 -13 22 -16 23 -3 26 -26 -24 28 -27 -29
right_child=-2 2 14 4 10 9 -8 -9 -10 -11 15 12 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 24 -25 25 27 -28 29 -30 -31
leaf_value=-0.96925835693434748 -922.37481240168654 -13022.256602941747 141219.27157012196 116172.86238064236 -101005.06657552085 -54741.618443080355 92634.361254222982 -114662.21254734849 74959.720916193182 28447.870057786902 -23070.235793078784 82614.263210227276 -6002.2766903409101 27515.647804054053 11007.425856526694 -58618.495311482751 98540.244708393904 -110819.51511948531 76639.676772460938 241707.80074999999 -119222.32635546877 109666.5558277027 139394.40032894738 -133966.67546102835 -72980.848592509923 6578.1763534330985 -12614.361683238638 -128824.57357954547 185986.9428205819 5669.359457280585
leaf_weight=4049233 20299 1563 41 54 30 56 37 33 99 1053 213 22 55 37 108 144 43 34 40 25 25 37 38 43 63 71 22 22 29 235
leaf_count=4049233 20299 1563 41 54 30 56 37 33 99 1053 213 22 55 37 108 144 43 34 40 25 25 37 38 43 63 71 22 22 29 235
internal_value=0 4.61903 5301.51 2841.8 15980.8 28515.4 -7565.69 -9218.57 -7644.07 24247.1 -6690.6 32651 61497.6 105694 59335.8 -20717.4 -4178.81 -19568.8 -7305.82 167238 -11518 36182.5 -10227.2 -16260.5 9959.39 -568.959 83657.9 12209.6 58606.7 -5843.74
internal_weight=0 4.0535e+06 4272 4086 1806 1163 2280 2243 2210 1109 643 169 139 84 186 474 330 287 253 47 2111 145 2086 1606 480 420 60 357 100 257
internal_count=4073804 4053505 4272 4086 1806 1163 2280 2243 2210 1109 643 169 139 84 186 474 330 287 253 47 2111 145 2086 1606 480 420 60 357 100 257
is_linear=0
shrinkage=0.1


Tree=1795
num_leaves=31
num_cat=0
split_feature=6 1 5 0 1 4 0 5 3 1 1 7 1 0 5 2 5 4 0 4 3 1 3 3 0 3 5 2 3 0
split_gain=1.77723e+12 4.30986e+12 2.48302e+13 3.85244e+13 3.45208e+13 1.46146e+13 1.65079e+13 1.39054e+13 2.22892e+13 1.24702e+13 1.17247e+13 2.48143e+13 1.77096e+13 3.23259e+13 5.19256e+13 1.83132e+13 1.6738e+13 1.65801e+13 2.8677e+13 1.65323e+13 2.76852e+13 5.89889e+13 1.34058e+13 1.91907e+13 1.33827e+13 1.25374e+13 9.5255e+12 4.23706e+13 3.27199e+13 2.09361e+13
threshold=247.90000000000001 38.948208550000011 4.5000000000000009 59.864072000000007 37.290808600000013 15.500000000000002 55.759969450000007 3.5000000000000004 13.500000000000002 37.318079750000003 39.843340650000009 6.0000000000000009 41.966773150000002 45.022979600000006 3.5000000000000004 3191.5000000000005 7.5000000000000009 4.5000000000000009 45.059854000000009 13.500000000000002 4.5000000000000009 38.977585500000011 16.500000000000004 15.500000000000002 47.222459950000008 2.5000000000000004 2.5000000000000004 2865.5000000000005 11.500000000000002 56.309668500000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 11 17 13 -12 15 25 26 18 -3 20 -19 -22 23 -21 -23 -15 -14 -28 29 -29
right_child=1 10 3 -5 5 -7 -8 8 -10 -11 12 -13 16 14 -16 -17 -18 19 -20 22 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.8498692659622151 12909.223540170758 -126110.22052083335 93707.068875558034 -133454.66470424106 -103548.75654296875 31597.464470108698 9762.6268749999999 -38489.315625000003 141305.48172554348 68426.44518229166 -36164.918287919209 -111797.96087499999 10725.827074441397 114779.67447916669 178994.23457031252 -49358.780133946741 -83824.475649626358 -13672.668251348174 12157.55484375 -11506.044615342882 207177.48588169646 49678.770766469592 18356.251682692306 -112806.18544921876 -47457.647588315216 5507.8366350446431 -110430.98551432294 1771.3876375434284 80563.966715494797 -37853.96758694556
leaf_weight=4070611 482 30 28 28 36 23 20 20 23 24 41 25 761 21 30 24 23 113 30 45 21 37 39 32 23 21 36 954 48 155
leaf_count=4070611 482 30 28 28 36 23 20 20 23 24 41 25 761 21 30 24 23 113 30 45 21 37 39 32 23 21 36 954 48 155
internal_value=0 2358.32 9394.78 -29027.4 -1700.59 -35516 -63080.4 18842.8 61529.5 19828.4 440.047 -15374.4 3394.98 38164.2 69908.9 20324.7 985.577 -8859.33 -56976.3 453.639 18310.8 62929.8 -29411 -53604.8 12443.1 60143.8 1983.85 -3592.55 -268.272 -3766.87
internal_weight=0 3193 684 135 107 79 56 549 67 44 2509 395 2114 137 96 66 1977 370 60 310 194 81 116 77 60 42 1954 1193 1157 1109
internal_count=4073804 3193 684 135 107 79 56 549 67 44 2509 395 2114 137 96 66 1977 370 60 310 194 81 116 77 60 42 1954 1193 1157 1109
is_linear=0
shrinkage=0.1


Tree=1796
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 0 6 1 1 6 0 0 1 1 4 1 3 4 4 4 6 0 1 1 1 3 7 4 3 0
split_gain=1.79198e+12 1.38803e+13 1.4284e+13 4.40328e+13 3.92227e+13 3.37595e+13 6.20512e+13 4.28964e+13 4.30501e+13 3.10502e+13 4.89234e+13 4.89854e+13 3.34436e+13 3.76938e+13 6.63148e+13 2.99559e+13 2.81273e+13 2.77281e+13 2.55307e+13 4.20202e+13 4.95698e+13 3.95574e+13 5.58207e+13 3.37584e+13 4.86273e+13 4.08612e+13 2.5217e+13 4.20435e+13 5.27796e+13 3.25127e+13
threshold=110.01500000000001 3.5000000000000004 55.710673100000008 55.60524465000001 56.006509350000009 55.972700350000004 247.90000000000001 92.791023150000015 91.443676550000006 168.45000000000002 55.676890650000011 55.633951400000008 37.290808600000013 37.978059650000013 10.500000000000002 92.90968070000001 11.500000000000002 27.500000000000004 17.500000000000004 18.500000000000004 134.05000000000004 55.759969450000007 37.729575300000008 37.873748150000004 37.318079750000003 17.500000000000004 6.0000000000000009 15.500000000000002 5.5000000000000009 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 8 -7 12 11 -11 -5 14 -14 -6 -17 -3 26 20 -20 22 -21 24 -23 -26 -4 28 -28 -30
right_child=1 2 4 9 15 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=8.9990539257716318 -1780.6287807503666 27.777816258265212 13681.676915158736 -68287.333979048301 1506.9541161729117 77531.123802923394 -99998.527083333349 1617.6543573288691 226925.21495535714 -134338.22418619794 -207542.79171195652 63780.670252403856 128213.41166424419 -43162.7735661482 -4519.0661157064887 -23373.134925986844 -138264.86679687499 112357.32386363635 12487.583932291667 -1720.9095231681038 -162686.86227678572 -75092.57866671581 151835.09421386718 -40230.160775061886 51481.902634775346 -43167.602337129239 75244.056397855966 159430.38384576613 -137172.69010416669 31128.891228693185
leaf_weight=4000160 39060 19475 1807 110 11348 62 21 42 28 24 23 26 43 193 302 190 24 22 30 58 35 53 40 202 201 59 89 31 24 22
leaf_count=4000160 39060 19475 1807 110 11348 62 21 42 28 24 23 26 43 193 302 190 24 22 30 58 35 53 40 202 201 59 89 31 24 22
internal_value=0 -488.806 970.209 -742.906 3381.16 13991.5 59665.4 85066.5 124009 -25011 -86839.8 -31316.4 -18045.7 -7773.23 12024.4 807.963 -36258.2 154.528 11355.4 -5385.32 -81837.1 2721.31 60955 -8360.05 12207.9 30003.7 17108.2 54408.2 30291.9 -56680.6
internal_weight=0 73644 34584 20218 14366 2804 153 132 90 721 73 50 648 538 345 11562 214 19497 2651 678 65 613 98 515 313 260 1973 166 135 46
internal_count=4073804 73644 34584 20218 14366 2804 153 132 90 721 73 50 648 538 345 11562 214 19497 2651 678 65 613 98 515 313 260 1973 166 135 46
is_linear=0
shrinkage=0.1


Tree=1797
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 1 0 6 1 4 0 1 1 4 2 6 6 4 4 7 0 2 6 0 0 3 4 0 4 4
split_gain=1.81463e+12 3.46719e+13 4.60032e+13 8.81266e+13 8.68633e+13 8.46673e+13 1.37745e+14 8.05089e+13 6.72376e+13 6.1682e+13 4.36063e+13 6.31391e+13 5.93032e+13 4.80197e+13 4.16875e+13 3.71569e+13 4.18735e+13 1.20844e+14 6.29929e+13 3.92818e+13 4.27735e+13 1.00012e+14 3.53643e+13 6.22426e+13 4.02283e+14 2.33327e+14 1.0932e+14 1.03775e+14 7.79396e+13 6.13321e+13
threshold=77.010000000000005 2.5000000000000004 45.07004340000001 45.053967500000006 39.008519500000006 38.989878900000008 45.059854000000009 81.705000000000013 37.780517050000007 11.500000000000002 46.323575350000006 39.033214400000013 39.178027400000005 3.5000000000000004 9613.5000000000018 125.02000000000002 138.05000000000004 25.500000000000004 6.5000000000000009 6.0000000000000009 56.818587550000011 2911.0000000000005 78.605000000000004 57.634352600000007 59.848366150000011 8.5000000000000018 15.500000000000002 59.905532300000012 16.500000000000004 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 3 8 5 -5 7 -7 -2 -8 11 13 -13 -4 -10 22 17 18 -17 20 21 -20 23 -12 25 -25 -27 -26 -28 -29
right_child=1 -3 10 4 -6 6 9 -9 14 -11 15 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 27 26 28 29 -30 -31
leaf_value=-24.354847523564224 -23716.834219149227 496.6503332161592 28675.223856718047 25595.879239906015 -11318.456424847425 94436.223130580358 181750.50717592594 323417.15133272065 3726.676304447235 15757.265882559042 9563.7524466217656 67847.208200954861 -27543.754013206846 -41040.227426897676 -17939.376666146036 5372.9588697701447 3525.8242787964723 -159490.39172453704 346234.3153532609 -26817.178160511365 77756.995077749409 74591.171626420459 -5049.7569291023256 -43670.920361925673 76498.952075076217 -77475.049495967745 -394941.76731135673 -67408.334771825394 -197472.35215344554 9019.1033663504477
leaf_weight=3595075 1113 421445 111 1074 517 28 27 34 11008 131 4124 135 126 899 966 121 1362 27 23 22 104 33 34084 143 205 31 41 126 39 630
leaf_count=3595075 1113 421445 111 1074 517 28 27 34 11008 131 4124 135 126 899 966 121 1362 27 23 22 104 33 34084 143 205 31 41 126 39 630
internal_value=0 182.896 -2125.43 2654.53 23329.8 37173 93690.3 220006 -206.542 44123.2 -3805.51 -22048.3 21796.4 -33378.4 1978.77 -3241.57 11269.3 43228.9 61293 98470.6 115698 186159 -3864.36 3703.14 -16189.2 -128113 -236899 13393.2 -298675 -3718.8
internal_weight=0 478729 57284 14898 1811 1294 220 62 13087 158 42386 1271 261 1010 11974 41115 1692 330 303 182 160 56 39423 5339 1215 254 111 961 80 756
internal_count=4073804 478729 57284 14898 1811 1294 220 62 13087 158 42386 1271 261 1010 11974 41115 1692 330 303 182 160 56 39423 5339 1215 254 111 961 80 756
is_linear=0
shrinkage=0.1


Tree=1798
num_leaves=31
num_cat=0
split_feature=6 6 0 1 3 4 4 1 3 1 3 1 4 1 0 0 4 3 1 4 0 1 3 5 1 0 1 3 1 1
split_gain=1.87763e+12 1.22379e+13 2.801e+13 4.38924e+13 4.17254e+13 3.27354e+13 3.09319e+13 6.35511e+13 4.00747e+13 3.20937e+13 3.40637e+13 2.00823e+13 8.43742e+13 3.46398e+13 2.28601e+13 5.96593e+13 1.73684e+13 2.81002e+13 2.96989e+13 6.35335e+13 5.45996e+13 4.20415e+13 2.8957e+13 2.74154e+13 5.26502e+13 6.32687e+13 5.10111e+13 3.62242e+13 5.02331e+13 3.0952e+13
threshold=110.01500000000001 108.05000000000001 43.6005307 39.735861600000007 9.5000000000000018 3.5000000000000004 7.5000000000000009 40.965343750000009 7.5000000000000009 47.386825600000002 5.5000000000000009 20.507515800000004 8.5000000000000018 30.084656550000002 54.707511300000007 59.864072000000007 5.5000000000000009 9.5000000000000018 45.71452080000001 24.500000000000004 47.222459950000008 49.230435000000007 19.500000000000004 3.5000000000000004 38.97264950000001 50.596941950000009 30.205407000000005 14.500000000000002 38.958307950000012 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -8 -11 12 -4 14 -13 -16 -15 -18 19 23 -21 -20 -22 24 25 27 -27 28 -19 -25
right_child=-2 2 11 5 -6 6 8 -9 -10 10 -12 13 -14 16 15 -17 17 18 21 20 22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=1.4215002945024606 -500.35067838477482 34620.662437500003 43235.251367187506 109104.27642686633 228406.18406250002 -184141.77851562502 131948.25037364132 60.872213309151789 -14021.938774218752 -4867.4346735314484 106587.744140625 136032.15694610597 -214728.16965448289 -8532.0046630573052 -96602.691134510867 110723.89406250001 8672.0184915374921 109891.290234375 81730.338170216186 185537.83736413045 61246.862784476907 1283.6011048397777 -35539.234109933037 -129097.03902853263 -54675.886234696292 80972.974296875007 -33762.154750504029 137636.55855978263 -67296.973583221436 -38207.090246461172
leaf_weight=3992241 73644 25 32 36 20 22 46 126 125 79 42 30 21 1279 23 35 4254 32 73 23 69 590 56 46 231 45 279 46 32 202
leaf_count=3992241 73644 25 32 36 20 22 46 126 125 79 42 30 21 1279 23 35 4254 32 73 23 69 590 56 46 231 45 279 46 32 202
internal_value=0 9.21159 3936.46 26347.4 120748 17423 9921.79 -27320.6 28798.1 60849 33819.5 2358.19 -58976.7 2800.77 65164.1 28508.2 2044.54 4307.4 -6462.38 -16837.7 43940.6 10141.2 17886.7 -26690 -16107.8 4420.37 -17826.7 69948.2 21297.2 -55065.7
internal_weight=0 4.00016e+06 7919 521 45 476 440 148 292 167 121 7398 53 7345 88 58 7257 5978 1724 1061 148 663 125 913 665 434 324 110 64 248
internal_count=4073804 4000160 7919 521 45 476 440 148 292 167 121 7398 53 7345 88 58 7257 5978 1724 1061 148 663 125 913 665 434 324 110 64 248
is_linear=0
shrinkage=0.1


Tree=1799
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 6 0 0 4 3 4 1 2 3 2 0 6 6 1 5 6 2 6 4 4 0 3 0 3 4
split_gain=1.80188e+12 1.24308e+13 1.97634e+13 2.44755e+13 3.36056e+13 4.24959e+13 2.42515e+13 2.13552e+13 1.6372e+13 4.26234e+13 3.7793e+13 2.53868e+13 2.47991e+13 1.86959e+13 1.58915e+13 2.00046e+13 1.86742e+13 3.44226e+13 5.17365e+13 3.17697e+13 1.91458e+13 3.40333e+13 3.23436e+13 3.30694e+13 3.9559e+13 3.89807e+13 2.63705e+13 2.06135e+13 2.01296e+13 2.41866e+13
threshold=103.03500000000001 82.948524700000021 82.962856350000024 110.01500000000001 55.039488700000007 116.05000000000001 55.034466500000008 55.080855950000007 18.500000000000004 15.500000000000002 21.500000000000004 82.968544750000021 5325.0000000000009 16.500000000000004 3658.0000000000005 55.462387050000011 128.05000000000004 120.05000000000001 83.658467900000019 3.5000000000000004 142.05000000000004 10180.500000000002 138.05000000000004 6.5000000000000009 7.5000000000000009 55.055052800000006 7.5000000000000009 54.932051950000009 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 3 -3 6 -6 -5 -7 9 14 12 -12 -10 -13 15 -4 17 -16 -19 -20 21 22 23 25 -25 27 28 -18 -24 -30
right_child=1 2 8 4 5 7 -8 -9 10 -11 11 13 -14 -15 16 -17 20 18 19 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=10.682186303007661 -71.800309801839646 -37336.154431971416 -12971.292228329788 -1368.6704626669432 46334.655974264708 -105627.71381429036 100824.74407552084 1331.4848307291668 115066.79951926491 -62571.293283876061 58344.965893954926 -37445.63320780715 19212.733800117927 14910.381353759767 -1175.3646340616558 -96438.403906250009 35835.620357658961 -65577.368489067812 33561.14228763304 -28381.704390049443 389.71118153102202 122036.81252520162 68686.851895254629 -141714.95156250001 -8122.1440063897498 -93545.281163441061 134929.6953125 143065.6446875 -57911.109512720352 54954.289622043929
leaf_weight=3971349 93434 367 670 716 34 84 24 24 55 119 61 146 53 128 3414 30 173 221 138 207 1782 31 81 24 290 22 31 20 39 37
leaf_count=3971349 93434 367 670 716 34 84 24 24 55 119 61 146 53 128 3414 30 173 221 138 207 1782 31 81 24 290 22 31 20 39 37
internal_value=0 -414.062 -3959 -15634.9 -6604.95 -51164.7 1945.71 -81859 -2082.63 -3211.03 16585.7 1.52025 68027.3 -12987.3 -2231.3 -16548.5 -691.818 -4962.03 -27802.4 -3604.57 6025.75 19452.8 15017.5 2355.95 -18333.1 32571.5 50644.8 46947.5 34002.6 -2963.48
internal_weight=0 102455 9021 1249 882 142 740 108 7772 7329 443 335 108 274 7210 700 6510 3980 566 345 2530 748 717 529 314 215 188 193 157 76
internal_count=4073804 102455 9021 1249 882 142 740 108 7772 7329 443 335 108 274 7210 700 6510 3980 566 345 2530 748 717 529 314 215 188 193 157 76
is_linear=0
shrinkage=0.1


Tree=1800
num_leaves=31
num_cat=0
split_feature=0 1 6 5 1 6 6 6 6 3 6 4 6 5 6 4 7 6 5 1 1 4 6 3 6 6 6 5 6 7
split_gain=1.77202e+12 5.12092e+12 8.07921e+12 6.40162e+12 1.38654e+13 7.76498e+12 6.63308e+12 6.35523e+12 6.76273e+12 5.53588e+12 9.62036e+12 7.74442e+12 9.4572e+12 9.53476e+12 7.98856e+12 5.54948e+12 7.86386e+12 7.65959e+12 6.26358e+12 5.4797e+12 6.28695e+12 1.4012e+13 2.01809e+13 1.74369e+13 1.95697e+13 1.74686e+13 1.37313e+13 1.49927e+13 1.9628e+13 1.27417e+13
threshold=42.965693300000005 47.800771000000005 72.50500000000001 3.5000000000000004 47.899251850000006 142.05000000000004 114.05000000000001 106.49500000000002 142.05000000000004 1.5000000000000002 130.05000000000004 2.5000000000000004 74.015000000000015 3.5000000000000004 44.820000000000007 4.5000000000000009 6.0000000000000009 77.565000000000012 2.5000000000000004 44.064675150000006 47.504912950000005 8.5000000000000018 118.04500000000002 5.5000000000000009 118.04500000000002 88.825000000000003 104.01000000000001 2.5000000000000004 82.00500000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -6 -9 10 11 14 -13 15 -1 16 -14 18 -17 -11 21 23 26 24 25 -21 27 28 29 -23
right_child=-2 2 3 4 7 -7 -8 8 -10 19 -12 12 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19481.398763762823 4.1029110245874021 -1180.4671461417699 -17181.680164366884 -63227.615355603448 -22.248614628232758 30578.099243951612 -51720.281382308473 69379.709417724618 -3652.4562872023812 -53266.331113281252 54665.081209935903 7290.2440851243737 -82501.533173828138 28429.37813313802 49969.9168763118 -76302.551536458341 -2714.4122395833333 -2848.6900558200814 -4055.3933593750003 1863.9373734020469 -1787.1372800875897 -976.24850423177088 -32422.849746093751 -59729.773441329657 75965.652216500952 -49994.708307658453 75143.688989788556 -12705.188165838068 73583.790803385418 38705.641091233862
leaf_weight=22 4058099 1722 539 29 145 31 62 32 21 20 39 948 30 48 67 30 21 169 20 763 10148 180 75 51 33 71 46 121 75 147
leaf_count=22 4058099 1722 539 29 145 31 62 32 21 20 39 948 30 48 67 30 21 169 20 763 10148 180 75 51 33 71 46 121 75 147
internal_value=0 -1060.17 -5132.04 -13053.6 1350.76 -18227.3 -20744.7 10809.2 40442.4 -259.387 5698.3 4288.93 2284.44 -12638.5 32802.2 -19939.5 -49648 -13021.1 -47403.7 -967.402 -878.079 5027.89 16336 -2905 437.631 -2550.89 22762.9 18155.8 27444.7 16862.4
internal_weight=0 15705 2581 859 227 632 601 198 53 13124 1394 1355 1266 318 89 270 51 219 50 11730 11710 1562 644 918 867 834 569 523 402 327
internal_count=4073804 15705 2581 859 227 632 601 198 53 13124 1394 1355 1266 318 89 270 51 219 50 11730 11710 1562 644 918 867 834 569 523 402 327
is_linear=0
shrinkage=0.1


Tree=1801
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 1 4 6 4 4 2 0 1 3 1 0 1 1 1 4 0 6 0 3 3 1 7 6 1 2
split_gain=1.76714e+12 9.29727e+12 2.8233e+13 5.6726e+13 4.14527e+13 6.19633e+13 4.2067e+13 7.78576e+13 1.09699e+14 4.03489e+13 3.8526e+13 3.63475e+13 5.57875e+13 4.73465e+13 5.73253e+13 4.2765e+13 4.56683e+13 6.80033e+13 6.66294e+13 5.89201e+13 5.07014e+13 4.03947e+13 4.03881e+13 3.73702e+13 3.73546e+13 3.50873e+13 3.25365e+13 3.24202e+13 6.16609e+13 4.09309e+13
threshold=19.500000000000004 64.015000000000015 67.91500000000002 82.958608050000009 30.410676000000006 33.882313700000005 24.500000000000004 64.405000000000015 20.500000000000004 20.500000000000004 75.000000000000014 55.702806750000008 37.563506350000004 2.5000000000000004 37.534144550000008 55.595177750000005 37.475446350000006 37.631035900000008 37.543519500000009 22.500000000000004 55.633951400000008 67.00500000000001 55.660117850000006 19.500000000000004 7.5000000000000009 30.330566300000005 6.0000000000000009 67.00500000000001 61.381045500000006 2599.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 25 11 15 13 14 -13 -7 -17 18 19 -18 21 23 -20 -19 -15 -9 -10 -12 29 -29
right_child=1 2 -4 -5 5 10 -8 9 26 -11 27 12 -14 24 -16 16 17 20 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=23.91253774001548 99.990131481769708 250082.34160714285 -245.64383099510061 -24406.207181679845 -29364.302379851644 -11808.909257565268 -5541.7173894568996 -59347.940721792045 -31127.631640625001 23127.064008231027 -3722.4944438997445 -19663.672726004464 -15457.813552045169 -23903.251678806875 105415.14653228184 975.59932941637544 -46547.504814091437 72117.180558894222 61342.40208864797 103332.7231004902 -948.96058904474432 9742.944793780438 176093.60506383385 214812.60182291665 13446.437545578139 65697.075861467631 104383.37645622704 -27647.02765982366 -61233.907794760285 3108.6005038561702
leaf_weight=3599339 337917 35 114433 1301 940 395 883 113 37 875 10939 56 1531 341 106 456 54 78 49 51 352 77 82 24 1247 28 34 778 278 975
leaf_count=3599339 337917 35 114433 1301 940 395 883 113 37 875 10939 56 1531 341 106 456 54 78 49 51 352 77 82 24 1247 28 34 778 278 975
internal_value=0 -181.403 -877.77 -4148.67 -2882.46 -4339.5 10786.2 23636 105191 15127.3 -3023.07 4532.08 -1516.72 10679.7 62178 16797.9 26037.2 40937 85601.1 26251.5 21086.3 64418.2 133171 105693 5426.13 -34516.3 33765 -5876.78 -17479.8 -10541.1
internal_weight=0 474465 136548 22115 20814 18809 2005 1122 106 1016 17869 4899 3281 1750 162 1618 1223 767 236 105 531 179 131 102 1588 141 71 12970 2031 1753
internal_count=4073804 474465 136548 22115 20814 18809 2005 1122 106 1016 17869 4899 3281 1750 162 1618 1223 767 236 105 531 179 131 102 1588 141 71 12970 2031 1753
is_linear=0
shrinkage=0.1


Tree=1802
num_leaves=31
num_cat=0
split_feature=4 3 6 0 1 0 2 1 4 3 5 4 2 0 0 1 7 3 1 6 0 6 0 0 1 1 6 0 6 1
split_gain=1.93293e+12 2.15348e+13 3.91561e+13 6.18457e+13 4.93628e+13 4.78794e+13 3.65553e+13 4.10155e+13 5.1888e+13 4.44144e+13 3.59524e+13 4.81842e+13 5.6272e+13 8.34152e+13 5.51264e+13 5.09077e+13 6.07885e+13 4.63326e+13 3.65275e+13 3.47869e+13 3.27094e+13 3.14959e+13 2.97921e+13 2.87752e+13 2.73418e+13 2.66604e+13 2.66093e+13 4.48719e+13 7.49549e+13 8.89426e+13
threshold=16.500000000000004 6.5000000000000009 128.05000000000004 43.472751400000007 37.131181300000009 59.838047850000002 2828.5000000000005 37.442254400000003 24.500000000000004 4.5000000000000009 3.5000000000000004 18.500000000000004 2865.5000000000005 45.073441650000007 59.933037250000005 37.374856000000008 6.0000000000000009 3.5000000000000004 49.095306150000006 134.05000000000004 45.085557650000005 90.045000000000016 45.082176650000008 45.022979600000006 43.997056950000008 37.488790500000007 46.420000000000009 44.046956350000009 60.910000000000004 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -9 20 12 13 -12 15 16 17 -15 24 -10 22 -16 26 -8 -14 -17 -2 28 -28 -30
right_child=1 -3 3 4 6 -7 23 8 19 -11 11 -13 18 14 21 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-37.370847228700875 -141.68074781803307 -173.92749996114543 128008.26522090517 136247.67774621211 -7163.0695275878916 4231.0977399128242 -102653.82563100962 -182941.97335587686 -104138.25241210939 -36539.048365885414 196039.81867117746 872.51020991572625 -12185.019754296874 129861.485546875 52809.268465401794 -24191.070697463772 228082.88571614583 3962.2212650767542 20670.567209232751 74433.963085937503 484.86721074908837 -61369.332962740387 19141.464180478997 -14730.744257854336 -103844.08556019177 43968.003669058613 -7435.4555100446423 4950.8831977748778 71468.622954430102 -36361.577939400624
leaf_weight=3147398 11089 666730 29 33 80 164 39 67 20 30 35 1620 125 60 35 69 30 57 346 24 229935 78 1277 817 44 341 350 12358 431 93
leaf_count=3147398 11089 666730 29 33 80 164 39 67 20 30 35 1620 125 60 35 69 30 57 346 24 229935 78 1277 817 44 341 350 12358 431 93
internal_value=0 126.965 899.519 -16392.1 -19679.1 26345.6 -28097.7 -64356 -96805.9 -137663 986.723 12176.1 27185.7 45541.6 37679.8 50599.5 101089 68525.9 2057.77 -6735.23 862.364 -26004.3 4253.24 -18736.6 -36048.9 32497.3 3471.52 6499.54 28397 52330.8
internal_weight=0 926406 259676 1303 1274 197 1077 221 141 97 258373 2840 1220 705 670 557 147 117 515 44 255533 113 25598 856 169 410 24321 13232 874 524
internal_count=4073804 926406 259676 1303 1274 197 1077 221 141 97 258373 2840 1220 705 670 557 147 117 515 44 255533 113 25598 856 169 410 24321 13232 874 524
is_linear=0
shrinkage=0.1


Tree=1803
num_leaves=31
num_cat=0
split_feature=2 3 7 5 6 1 2 0 2 2 6 4 6 2 4 1 1 6 0 6 0 0 0 1 6 6 0 0 1 6
split_gain=1.95017e+12 1.10478e+13 2.50311e+13 2.44187e+13 2.41144e+13 4.15232e+13 3.63708e+13 2.22591e+13 2.11415e+13 2.07656e+13 2.44035e+13 2.06044e+13 3.82467e+13 3.59405e+13 5.50586e+13 3.36643e+13 2.6959e+13 2.59452e+13 2.74429e+13 2.59023e+13 2.52209e+13 2.46186e+13 5.26637e+13 2.3951e+13 2.85394e+13 2.30041e+13 3.71706e+13 2.38121e+13 3.00214e+13 2.27033e+13
threshold=3338.0000000000005 1.5000000000000002 6.0000000000000009 4.5000000000000009 99.050000000000011 30.157841000000001 9613.5000000000018 54.916864950000011 3658.0000000000005 4137.5000000000009 189.00000000000003 8.5000000000000018 77.010000000000005 9651.0000000000018 5.5000000000000009 33.882313700000005 83.086354900000018 30.025000000000002 55.111813300000001 38.995000000000012 54.932051950000009 55.102137100000007 55.183288250000011 83.00362155000002 64.405000000000015 60.305000000000007 55.080855950000007 55.071632200000003 82.918694400000007 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -4 10 -7 13 15 -2 16 -13 17 -15 25 -17 -21 -16 -23 -22 -25 -19 27 -27 -29 -20
right_child=1 -3 8 4 5 9 7 -9 -10 -11 -12 12 -14 14 21 19 -18 18 29 20 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-57.596629663490027 -1568.1137774753101 188.07943580228846 21156.432246668199 21090.5840648265 125329.9831655649 8745.7963249362256 163920.75267333986 42959.811227101294 1038.9644312237494 -16201.759113657055 119432.51403125002 12517.514078594573 -10070.577647869992 -4365.2615684249022 22846.240864859952 1719.4015453683137 -3024.9094047857361 4221.5100319218791 -7026.6507396889037 2065.5605124314693 -2916.9612953805172 207866.92241847829 13074.723099190849 -10795.333450680215 5111.7849549064786 13162.261043222803 57941.885120939267 -76835.543067863808 3930.0396975977892 -88696.982920270646
leaf_weight=2406287 75364 1429752 527 276 26 98 32 29 59614 369 25 1592 6203 3547 799 13135 8685 14971 1238 7413 30702 23 35 8310 1305 3021 177 67 147 35
leaf_count=2406287 75364 1429752 527 276 26 98 32 29 59614 369 25 1592 6203 3547 799 13135 8685 14971 1238 7413 30702 23 35 8310 1305 3021 177 67 147 35
internal_value=0 83.114 -548.074 -1145.11 15713.8 2168.01 36535 106415 1215.25 -4340.55 31243.1 -1226.65 -2581.39 -366.261 2399.86 -1837.59 1727.63 3506.52 4927.02 -2213.07 -3295.26 27412.7 90319.9 -4280.95 -8636.33 5910.29 13320.2 10878.8 -21356.4 -9272.1
internal_weight=0 1.66752e+06 237765 177624 855 518 337 61 60141 492 123 176769 68660 108109 32745 62457 31888 23203 19656 60865 47730 857 58 40317 9615 18383 3412 3235 214 1273
internal_count=4073804 1667517 237765 177624 855 518 337 61 60141 492 123 176769 68660 108109 32745 62457 31888 23203 19656 60865 47730 857 58 40317 9615 18383 3412 3235 214 1273
is_linear=0
shrinkage=0.1


Tree=1804
num_leaves=31
num_cat=0
split_feature=3 0 1 1 1 6 0 1 0 4 4 6 0 1 0 6 6 6 6 4 4 0 0 0 0 6 1 6 6 7
split_gain=1.87721e+12 2.199e+13 3.34376e+13 2.55506e+13 2.87983e+13 4.97351e+13 6.04578e+13 4.80813e+13 1.06779e+14 7.17267e+13 5.70646e+13 4.05534e+13 1.11964e+14 3.98621e+13 3.83187e+13 5.52603e+13 4.83121e+13 6.393e+13 5.42804e+13 3.62927e+13 3.05837e+13 3.35776e+13 2.89285e+13 3.21368e+13 7.97879e+13 3.05694e+13 2.97668e+13 2.69507e+13 2.69479e+13 2.61627e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 39.069277450000008 39.029038350000008 79.710000000000022 45.00849250000001 39.033214400000013 45.029425500000009 21.500000000000004 17.500000000000004 83.820000000000007 45.015054600000006 39.038055050000004 45.015054600000006 112.00500000000001 108.05000000000001 96.050000000000011 138.05000000000004 21.500000000000004 20.500000000000004 45.029425500000009 45.001720900000002 45.022979600000006 45.015054600000006 58.045000000000009 39.033214400000013 86.030000000000015 75.010000000000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 13 9 11 10 -8 12 -9 -7 15 -13 17 -16 -18 -17 22 28 -6 24 29 -26 -25 -10 -22 -24
right_child=1 -3 3 -5 5 6 7 8 27 -11 -12 14 -14 -15 16 19 18 -19 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-29.239719432029997 -66047.694098069944 -24.099391572828942 2200.7638563682895 -674.32385627445933 -6493.4443332902702 50462.240649414067 125902.99708806819 -9694.0766627956091 -6959.4053049662034 213199.15600585938 22507.869546403555 33537.40969381894 236316.72820945946 -56865.693982327371 7048.3435399958516 32412.468759300595 -114558.70558238638 169159.78598790325 37455.341444359758 192195.45937500001 9574.150193141184 -23607.156054770603 23012.154004676853 15387.509734149367 57817.285317250848 140533.4116760254 -4015.5723309414252 -87790.932793445128 -63752.425766509434 -20435.018165191475
leaf_weight=3436249 72 581863 27048 20380 943 48 77 37 83 32 174 187 37 124 113 21 55 31 41 44 922 661 697 2063 148 64 1282 82 53 173
leaf_count=3436249 72 581863 27048 20380 943 48 77 37 83 32 174 187 37 124 113 21 55 31 41 44 922 661 697 2063 148 64 1282 82 53 173
internal_value=0 157.594 2055.91 2144.07 3774 8968.43 27906.2 37205.1 23656.2 72202.4 54226.7 44291.8 113311 -26913.7 33910.8 61145.9 5313.98 41947.3 -49636 140573 5762.58 -6207.73 9409.4 12796.9 27777.6 82788.2 7951.11 -47130.2 5588.19 14372.7
internal_weight=0 637555 55692 55620 35240 8192 1186 1014 731 283 251 566 74 172 492 252 240 144 96 65 7006 1636 5370 4427 1082 212 3345 165 975 870
internal_count=4073804 637555 55692 55620 35240 8192 1186 1014 731 283 251 566 74 172 492 252 240 144 96 65 7006 1636 5370 4427 1082 212 3345 165 975 870
is_linear=0
shrinkage=0.1


Tree=1805
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 4 6 6 5 4 6 0 6 6 0 2 3 6 6 4 6 0 0 1 7 6 0 6 6
split_gain=1.84577e+12 3.1043e+13 6.90178e+13 7.5515e+13 1.49301e+14 9.60234e+13 3.52285e+13 6.42159e+13 6.22471e+13 5.85719e+13 6.31238e+13 5.65675e+13 9.40888e+13 3.45144e+13 3.39464e+13 3.22361e+13 3.06515e+13 2.91378e+13 2.86866e+13 2.77398e+13 2.58763e+13 2.47981e+13 2.38049e+13 2.30141e+13 2.17592e+13 4.61382e+13 4.1807e+13 5.41479e+13 5.59293e+13 5.34922e+13
threshold=43.56803845000001 42.186961750000002 5762.5000000000009 55.111813300000001 54.916864950000011 43.047633000000012 10.500000000000002 118.04500000000002 80.030000000000015 3.5000000000000004 5.5000000000000009 122.65000000000002 44.046956350000009 54.990000000000002 118.04500000000002 55.390026600000006 3191.5000000000005 7.5000000000000009 134.05000000000004 80.030000000000015 9.5000000000000018 71.715000000000018 54.431501800000014 56.067362750000008 44.064675150000006 6.0000000000000009 130.05000000000004 56.342669500000007 149.05000000000004 128.05000000000004
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 6 15 8 16 22 10 -10 17 18 -6 20 -5 -8 -12 -13 23 21 -4 -3 -7 25 26 29 -28 -29 -2
right_child=24 2 14 5 13 19 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-18.563884368925169 2493.9248249442353 -237.3135847163868 -20285.851602416929 -4150.914478852028 60221.291709183672 -26800.68369277252 -4027.1741901940968 -98306.167128452042 5551.463688210617 -13747.79287824478 45258.792205705809 143695.74449404763 9786.1368243243251 155556.01607862904 -106273.70817123725 -52788.27344814394 -48525.45615373092 -18049.60264862805 307096.15127840912 -41528.195614259741 10775.238958798363 -56875.444303207732 -51796.169018012151 -4066.9100603170154 1.7185814097494843 -4162.0228493844306 17827.141086463176 214701.50797413793 414.45297619047619 -78820.50447530864
leaf_weight=2023178 66332 17860 969 172 98 478 1285 86 683 437 641 21 37 62 49 656 176 82 22 222 210 229 90 6509 1940689 11486 914 29 21 81
leaf_count=2023178 66332 17860 969 172 98 478 1285 86 683 437 641 21 37 62 49 656 176 82 22 222 210 229 90 6509 1940689 11486 914 29 21 81
internal_value=0 -66.7405 -3203.44 -2158.14 923.394 -10432.3 204.514 -14330.8 1336 18435 27899.2 46907.4 126698 97163.5 -24451.7 -42684.9 -9387.68 38078.6 227296 -6727.91 -21604.2 -27280 -495.826 -5622.19 67.8873 1696.19 2694.86 23370.4 124701 2394.75
internal_weight=0 2.05425e+06 31074 29617 21580 8037 21420 1547 19873 1923 1486 803 80 160 1457 828 1461 723 43 7209 1408 1198 17950 6987 2.01955e+06 78863 67377 964 50 66413
internal_count=4073804 2054252 31074 29617 21580 8037 21420 1547 19873 1923 1486 803 80 160 1457 828 1461 723 43 7209 1408 1198 17950 6987 2019552 78863 67377 964 50 66413
is_linear=0
shrinkage=0.1


Tree=1806
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 1 2 1 0 5 6 2 0 6 1 1 0 0 6 7 1 2 1 7 0 3 5
split_gain=1.81896e+12 1.24412e+13 4.26718e+13 6.60432e+13 1.20336e+14 8.31304e+13 1.32634e+14 1.0896e+14 7.21487e+13 8.92078e+13 2.13813e+14 1.57475e+14 6.40489e+13 6.31564e+13 4.72104e+13 4.19389e+13 4.12775e+13 4.26704e+13 3.86793e+13 7.10321e+13 1.40157e+14 1.05929e+14 3.68809e+13 3.53988e+13 3.46454e+13 6.49339e+13 6.13598e+13 9.9328e+13 5.26584e+13 5.98649e+13
threshold=5.5000000000000009 55.539595350000006 55.775215600000003 53.252814850000007 52.380799750000001 38.247071200000008 49.176406850000006 49.230435000000007 37.442254400000003 75.000000000000014 37.331232350000008 55.721784200000009 3.5000000000000004 74.015000000000015 9236.5000000000018 55.568628050000008 47.420000000000009 37.534144550000008 52.061190950000004 55.749683450000006 55.721784200000009 67.91500000000002 6.0000000000000009 36.049731800000011 75.000000000000014 37.873748150000004 6.0000000000000009 55.660117850000006 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 -1 3 4 5 8 13 -8 9 12 23 -12 -3 -7 -5 16 -10 -18 22 20 -20 -22 -9 -11 26 -26 -17 -28 -29 -30
right_child=-2 2 -4 14 -6 6 7 18 15 10 11 -13 -14 -15 -16 24 17 -19 19 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-184.42550421169949 -41.782552855693019 -24036.962785114269 137.61593245711205 -20073.382378912171 17107.845220566069 -8691.3936331579662 24048.410002246914 -2172.4725507001635 12619.104008989945 -45275.712449304134 -4077.9552822265632 158364.82940310918 -179741.21294849538 -46226.908841540673 16556.813490444452 3533.623987239318 119112.28062938746 35201.889035634726 3498.4189195630288 -50158.892431142383 34008.39607775458 141649.29911794356 -28170.812707178779 -559.38390167657849 34780.261175019587 8441.2961800021258 -260456.33140980115 -98632.362994260213 165493.04551630435 -55986.431250000001
leaf_weight=642967 2928705 1227 441309 1936 5947 10629 2385 5245 1188 183 100 148 27 468 430 9251 69 498 2880 196 348 124 609 5430 1029 10356 22 49 23 26
leaf_count=642967 2928705 1227 441309 1936 5947 10629 2385 5245 1188 183 100 148 27 468 430 9251 69 498 2880 196 348 124 609 5430 1029 10356 22 49 23 26
internal_value=0 106.863 479.85 2962.98 3625.91 2099.02 -2428.18 4958.73 5595.96 -3181.88 1997.49 92863.7 -27389.4 -10274.4 -13416.2 8370.35 23214.1 45413.2 116.262 8355.06 11776.5 62286.9 -4877.12 -2017.27 7115.25 10821.9 2612.02 -68436.1 -25329.5 47973.3
internal_weight=0 1.1451e+06 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 1254 11097 2366 22511 1755 567 9402 3548 3352 472 5854 5613 20756 11385 9371 120 98 49
internal_count=4073804 1145099 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 1254 11097 2366 22511 1755 567 9402 3548 3352 472 5854 5613 20756 11385 9371 120 98 49
is_linear=0
shrinkage=0.1


Tree=1807
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 4 5 6 5 0 0 3 6 0 0 4 6 3 0 6 6 1 6 6 0 7 0 6 6 1
split_gain=2.04005e+12 2.03894e+13 4.69592e+13 4.47905e+13 8.14779e+13 5.14193e+13 4.31252e+13 4.42248e+13 4.20231e+13 3.64056e+13 3.51577e+13 6.85369e+13 3.88188e+13 3.35564e+13 2.81377e+13 2.99056e+13 3.71463e+13 3.12551e+13 3.52711e+13 3.44485e+13 2.92185e+13 2.94945e+13 3.99229e+13 2.84971e+13 2.7287e+13 2.74207e+13 2.68746e+13 2.72616e+13 2.64967e+13 4.44785e+13
threshold=82.860505900000007 82.895858600000011 4.5000000000000009 55.046782850000007 76.00500000000001 5.5000000000000009 2.5000000000000004 48.025000000000013 3.5000000000000004 54.973017600000006 54.992080650000005 6.5000000000000009 120.05000000000001 55.02095400000001 54.973017600000006 7.5000000000000009 45.305000000000007 1.5000000000000002 54.988402950000008 54.990000000000002 130.05000000000004 82.886781200000016 67.445000000000007 68.515000000000015 54.980317700000008 6.0000000000000009 55.026775150000006 39.305000000000007 106.49500000000002 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 7 -5 13 -10 11 -11 -13 14 23 16 -16 19 -19 -18 21 22 -17 -4 25 -23 -15 -28 29 -2
right_child=1 -3 3 4 5 -7 -8 -9 9 10 -12 12 -14 26 15 20 17 18 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-37.723051400588325 -23488.964391261965 43.961576847365507 -387.81357678191353 7689.7988645512887 183581.17935267859 43734.64113724215 -9120.6227897175395 35140.950859833792 -32376.334570127547 33376.618946771734 -2574.9094644781403 79616.612417140161 246762.64791666667 -30691.684765414535 5165.5378826627666 11618.585945699328 -66820.981886758615 7983.3840013892905 -22988.202183293724 -3268.3819190423219 -94747.942708333343 23313.124089182456 40914.743786599865 -20307.313022142109 7214.595244983615 -30152.884116036552 21271.978721484655 -8432.2929745972524 -80070.650566406257 16582.116436909888
leaf_weight=3172333 981 871109 5459 2765 28 431 1107 745 99 435 203 33 24 464 3828 2435 196 824 664 151 27 127 575 827 4266 392 353 2477 60 386
leaf_count=3172333 981 871109 5459 2765 28 431 1107 745 99 435 203 33 24 464 3828 2435 196 824 664 151 27 127 575 827 4266 392 353 2477 60 386
internal_value=0 132.75 2680.15 3553.52 12083.5 52265.6 8088.75 13516.3 1738.77 24358.3 32440 46887.2 149994 960.103 2516.99 5092.68 -441.924 -12139.7 -5837.27 -39165.5 9099.63 9459.34 17215 -3008.47 4580.63 -17069.7 -8384.55 -4727.13 -15028.9 -12174.1
internal_weight=0 901471 30362 28935 5076 459 4617 3510 23859 794 695 492 57 23065 19771 13485 5663 1835 1488 347 7822 7795 3010 6286 4785 519 3294 2830 1427 1367
internal_count=4073804 901471 30362 28935 5076 459 4617 3510 23859 794 695 492 57 23065 19771 13485 5663 1835 1488 347 7822 7795 3010 6286 4785 519 3294 2830 1427 1367
is_linear=0
shrinkage=0.1


Tree=1808
num_leaves=31
num_cat=0
split_feature=4 7 1 1 6 6 1 6 1 0 1 2 0 6 6 0 0 6 6 0 6 2 6 0 0 6 6 1 5 6
split_gain=1.94958e+12 7.26782e+12 3.16991e+13 4.05618e+13 1.0498e+13 1.53314e+13 1.11474e+13 1.59273e+13 1.4406e+13 1.40104e+13 1.69011e+13 1.83671e+13 1.15593e+13 2.66522e+13 1.01529e+13 2.84567e+13 1.21247e+13 9.05801e+12 1.52124e+13 1.10674e+13 7.92444e+12 6.99364e+12 2.36561e+13 1.69121e+13 1.50019e+13 1.3865e+13 2.05742e+13 1.15898e+13 2.11119e+13 1.92798e+13
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 30.242318500000007 247.90000000000001 168.45000000000002 39.939672500000007 134.05000000000004 53.187400150000009 55.348830750000012 61.335446300000008 2911.0000000000005 55.801384500000005 104.01000000000001 78.010000000000005 44.739668300000005 44.046956350000009 110.01500000000001 76.00500000000001 55.737027400000009 96.050000000000011 2200.0000000000005 156.15000000000003 58.08467765000001 55.633951400000008 95.045000000000016 99.050000000000011 37.729575300000008 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 21 3 -3 5 6 12 8 17 10 11 -10 14 -14 16 -16 -4 18 -8 20 -20 22 23 25 -24 -1 -27 28 -28 -29
right_child=-2 2 4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=2024.5139400323114 -11.640341261445023 36087.915736607145 92572.587750000006 -145118.34427083333 76672.41796875 -69062.357031250009 -2107.065377026935 -65417.892560891545 28631.95971374512 -5066.2878157552086 16940.414275866595 137545.04130208335 27096.370435061872 150038.78187500002 -115787.23332031252 7567.7390317281088 19350.559891094741 49138.193243634261 -63661.838982928246 -116368.44863281251 18243.712016369049 13.899218162693572 108556.22530445774 26688.107882457385 11535.738370768231 -96865.815423768945 -37142.64111328125 -6136.2484753594881 75238.23781250001 -110191.26614583333
leaf_weight=13240 3961637 21 25 30 23 25 344 34 32 120 119 30 149 20 20 288 237 27 27 20 21 96783 34 275 30 33 32 69 35 24
leaf_count=13240 3961637 21 25 30 23 25 344 34 32 120 119 30 149 20 20 288 237 27 27 20 21 96783 34 275 30 33 32 69 35 24
internal_value=0 411.126 7077.29 -70504 9611.98 8609.13 9892.53 1505.3 4580.15 21430.3 38997.1 81331.8 18677 41645.8 11867 -442.324 26337.4 -6973.17 -10650.4 -53869.4 -27828.2 313.927 2422.38 2139.19 63077.9 1636.62 -24973 -10145.1 21563.8 -32989.2
internal_weight=0 112167 1612 51 1561 1538 1513 774 740 301 181 62 739 169 570 308 262 439 412 68 48 110555 13772 13708 64 13433 193 160 67 93
internal_count=4073804 112167 1612 51 1561 1538 1513 774 740 301 181 62 739 169 570 308 262 439 412 68 48 110555 13772 13708 64 13433 193 160 67 93
is_linear=0
shrinkage=0.1


Tree=1809
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 1 0 5 0 0 6 1 1 6 6 3 6 3 6 6 1 5 0 6 1 2 6 1 1 3
split_gain=1.95831e+12 8.16207e+12 2.04354e+13 1.92401e+13 1.72882e+13 1.47889e+13 1.10974e+13 2.17027e+13 2.8205e+13 3.43335e+13 2.12924e+13 5.15877e+13 2.07401e+13 1.51558e+13 3.20975e+13 1.36685e+13 1.46862e+13 1.89823e+13 1.3565e+13 1.14072e+13 1.08518e+13 1.06725e+13 3.28491e+13 2.24829e+13 2.50968e+13 2.6397e+13 2.2259e+13 2.19466e+13 4.32562e+13 3.94945e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 83.754481100000007 56.020150250000007 3.5000000000000004 56.006509350000009 54.188398350000007 106.49500000000002 83.754481100000007 86.020047450000007 122.65000000000002 110.01500000000001 5.5000000000000009 88.00500000000001 1.5000000000000002 86.920000000000016 86.920000000000016 86.020047450000007 3.5000000000000004 53.715816400000008 103.03500000000001 83.689608100000015 9907.0000000000018 79.710000000000022 103.8879505 83.971434050000013 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 6 -6 7 10 9 -9 15 -12 -8 14 -13 16 -4 -18 -14 -17 -19 -3 23 -23 -25 27 -24 28 29 -26
right_child=1 21 3 -5 5 -7 12 8 -10 -11 11 13 18 -15 -16 19 17 20 -20 -21 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-16.631415236513778 575.63516791494578 -71.28820870215435 9928.2263871429786 -5112.7037450341622 88584.444726562506 20215.638150617262 38487.159910534276 37891.570403353857 149230.776640625 -76780.008755387942 -138965.81875000001 -55274.950852272734 -4864.3362632057888 -46643.386365464161 100661.78412050189 -1184.2869495282855 116651.64542410715 70853.875812922299 -44714.207084223912 -57118.490720152244 6199.0771731321838 -18487.609429181724 11411.825061224146 -42667.301051980205 42116.583238033796 -19155.937986158289 -3684.3662254773089 73978.178293117089 -99165.318411458342 -83947.970256696441
leaf_weight=3852148 108749 100254 1820 1088 33 767 93 262 20 29 34 22 440 34 33 560 28 37 106 39 87 1933 1421 101 221 184 3124 79 30 28
leaf_count=3852148 108749 100254 1820 1088 33 767 93 262 20 29 34 22 440 34 33 560 28 37 106 39 87 1933 1421 101 221 184 3124 79 30 28
internal_value=0 289.037 877.237 6806.17 9724.2 23035.9 6801.77 9346.55 34358.8 26463.8 6459.09 -34186.4 -5165.43 5841.74 38287.1 8403.62 12422.2 42283.9 -12600.8 -4826.08 25491.2 -336.995 -4077.78 -13099.4 3098.68 11627 1035.48 27448.4 14273.3 27940.6
internal_weight=0 221656 114281 5532 4444 800 3644 3005 311 291 2694 123 639 89 55 2571 1972 152 546 599 124 107375 7121 2576 643 542 4545 358 279 249
internal_count=4073804 221656 114281 5532 4444 800 3644 3005 311 291 2694 123 639 89 55 2571 1972 152 546 599 124 107375 7121 2576 643 542 4545 358 279 249
is_linear=0
shrinkage=0.1


Tree=1810
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 4 6 1 1 6 6 1 6 7 4 4 7 4 4 7 1 6 5 5 6 6 5 3 3
split_gain=1.76639e+12 1.01048e+13 1.7239e+13 1.01331e+14 7.56289e+13 6.38583e+13 5.54212e+13 4.90668e+13 3.89157e+13 5.09832e+13 3.65506e+13 3.5045e+13 3.18471e+13 2.76743e+13 4.28017e+13 2.64628e+13 2.13647e+13 2.35104e+13 3.38067e+13 1.78177e+13 2.23794e+13 1.73855e+13 3.36167e+13 2.17941e+13 1.71229e+13 1.67177e+13 2.88016e+13 2.74667e+13 1.82722e+13 1.67005e+13
threshold=3338.0000000000005 4829.0000000000009 5062.5000000000009 5209.5000000000009 56.520242650000007 56.685611200000004 5.5000000000000009 62.010000000000012 37.503969450000007 37.682335600000009 87.395000000000024 125.02000000000002 38.247071200000008 92.02500000000002 6.0000000000000009 8.5000000000000018 10.500000000000002 6.0000000000000009 8.5000000000000018 3.5000000000000004 6.0000000000000009 47.899251850000006 89.00500000000001 2.5000000000000004 3.5000000000000004 69.605000000000004 82.905000000000015 2.5000000000000004 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 4 8 10 6 7 -6 -4 13 -3 16 -11 19 -15 29 17 25 -19 -10 -21 -9 23 -23 -17 -8 -27 -28 -29 -13
right_child=1 2 3 -5 5 -7 11 21 9 12 -12 15 -14 14 -16 24 -18 18 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-54.815624676592442 625.16993521555855 -17998.629337922364 -39839.082562588781 -22.471338842131608 2968.1533530013621 -33988.395140056913 2463.3918873151783 17913.591334409361 -8524.9992747937213 -35776.546870088299 -123969.79195075757 44717.343938078702 11310.862559313162 216303.10119140625 45472.816890980117 -180619.96666666667 -19894.208300070401 -30499.997305928551 -5056.4302413982105 49386.614724563631 23455.217450677923 91111.97908420139 118521.4014423077 13037.212211521193 -62885.443697916671 -17176.838572336073 -70499.325546874999 22194.434041606335 -31426.275202001285 -50491.685823006468
leaf_weight=2406287 281637 2374 110 1355945 7873 569 7461 1080 118 169 33 27 957 20 55 21 747 600 4028 491 1033 45 52 174 30 1206 40 491 73 58
leaf_count=2406287 281637 2374 110 1355945 7873 569 7461 1080 118 169 33 27 957 20 55 21 747 600 4028 491 1033 45 52 174 30 1206 40 491 73 58
internal_value=0 79.1009 -31.8706 17.8271 -2534.8 -877.898 -93.0998 5989.44 18521.9 20780 -19451.5 -3888.62 4243.57 31624.5 91027.6 -54417.1 -3419.42 -2533.98 -8355.08 28911.2 31809.8 23596.1 46242.2 29080 -111364 371.856 -8249.66 9575.13 15254.2 -20248.8
internal_weight=0 1.66752e+06 1.38588e+06 1.3589e+06 26982 24575 24006 9224 2953 2843 2407 14782 1126 1717 75 136 14646 13899 4628 1642 1524 1351 271 219 51 9271 1810 604 564 85
internal_count=4073804 1667517 1385880 1358898 26982 24575 24006 9224 2953 2843 2407 14782 1126 1717 75 136 14646 13899 4628 1642 1524 1351 271 219 51 9271 1810 604 564 85
is_linear=0
shrinkage=0.1


Tree=1811
num_leaves=31
num_cat=0
split_feature=6 2 6 4 5 1 4 4 1 4 6 1 1 1 0 0 2 4 1 3 4 1 4 4 0 4 0 1 0 0
split_gain=1.76118e+12 1.05212e+13 2.9268e+13 4.47637e+13 7.7562e+13 4.65422e+13 3.6823e+13 3.65574e+13 5.05037e+13 4.93595e+13 4.6876e+13 5.27079e+13 3.81584e+13 3.51169e+13 6.15296e+13 7.92414e+13 5.6661e+13 4.57235e+13 4.55644e+13 3.34023e+13 4.53206e+13 4.50142e+13 1.41778e+14 5.68036e+13 4.35536e+13 3.61656e+13 4.994e+13 9.00356e+13 5.02188e+13 4.19885e+13
threshold=103.03500000000001 2343.5000000000005 105.00500000000001 12.500000000000002 4.5000000000000009 37.374856000000008 11.500000000000002 23.500000000000004 37.290808600000013 19.500000000000004 142.05000000000004 37.563506350000004 37.318079750000003 37.442254400000003 55.633951400000008 55.866549750000011 75.000000000000014 21.500000000000004 37.401708450000008 16.500000000000004 16.500000000000004 37.374856000000008 17.500000000000004 18.500000000000004 55.60524465000001 13.500000000000002 51.707269950000004 39.231261550000006 52.516286950000008 54.762682300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 19 11 13 -10 16 17 -16 -11 -15 -18 20 25 22 -22 -24 -23 26 27 -4 -28 -30
right_child=1 -3 7 -5 -6 6 -8 8 12 10 -12 -13 -14 14 15 -17 18 -19 -20 -21 21 24 23 -25 -26 -27 28 -29 29 -31
leaf_value=10.56085642819755 105787.12915810033 -747.63234783359781 74527.812883682607 2361.5969313503756 -121063.25079520089 18618.079392386771 110619.21525735295 -55778.623752663356 132345.40904737904 51587.695052083334 58845.07275219298 -6460.6640240066936 19772.919649321058 -111841.93901515153 -330039.70028409094 -91561.569613486849 -96788.910176454752 67448.418437500004 60179.416015625 -35815.33519066983 16690.612882167839 39187.471412836931 314372.7653846154 90209.192187500012 -4621.7542805229023 -16567.953017436732 -72529.242080493685 -66150.796403556044 39054.508971283401 -1359.5139298933921
leaf_weight=3971349 114 92183 211 826 28 296 51 88 31 51 57 304 1050 33 22 38 116 25 22 244 153 351 26 20 642 1295 94 58 276 3750
leaf_count=3971349 114 92183 211 826 28 296 51 88 31 51 57 304 1050 33 22 38 116 25 22 244 153 351 26 20 642 1295 94 58 276 3750
internal_value=0 -409.359 2626.38 16557.5 40536.8 50352 32139.9 581.107 17070.8 -1894.04 -27885.1 -35976.1 23001.2 -65203.2 -108007 -179004 -38479.3 -34561.6 -71765 544.449 1834.7 19563.1 62972.6 216910 10863.7 -1883.14 2449.7 44195.6 -275.942 1411.05
internal_weight=0 102455 10272 1315 489 461 347 8957 1169 7788 668 611 1081 307 118 60 189 58 138 7120 6876 1192 199 46 993 5684 4389 269 4120 4026
internal_count=4073804 102455 10272 1315 489 461 347 8957 1169 7788 668 611 1081 307 118 60 189 58 138 7120 6876 1192 199 46 993 5684 4389 269 4120 4026
is_linear=0
shrinkage=0.1


Tree=1812
num_leaves=31
num_cat=0
split_feature=3 0 1 0 6 6 1 6 4 6 0 1 4 1 0 6 3 6 6 6 0 4 0 3 1 1 1 6 6 4
split_gain=1.72009e+12 1.81314e+13 2.70881e+13 2.51089e+13 2.59592e+13 3.82657e+13 2.97763e+13 3.9692e+13 2.32194e+13 2.25339e+13 2.15368e+13 3.63616e+13 4.28794e+13 6.50662e+13 7.04798e+13 3.43956e+13 5.91453e+13 3.03893e+13 2.96223e+13 8.90522e+13 5.24257e+13 7.02106e+13 4.89065e+13 3.33406e+13 4.16385e+13 3.26828e+13 5.4231e+13 4.48565e+13 3.77242e+13 3.2228e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 45.059854000000009 80.030000000000015 100.05000000000001 39.008519500000006 118.04500000000002 19.500000000000004 63.855000000000011 45.015054600000006 40.024897700000004 15.500000000000002 39.908802000000009 43.550475500000012 104.01000000000001 12.500000000000002 128.05000000000004 168.45000000000002 189.00000000000003 45.029425500000009 21.500000000000004 45.022979600000006 16.500000000000004 39.01296365000001 41.912736000000002 39.105193450000009 100.05000000000001 106.49500000000002 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 -3 -6 7 8 -7 -2 11 12 15 -14 -15 -4 17 -17 25 20 -20 -22 -21 -24 -25 26 -12 -27 -28 -29
right_child=1 3 10 -5 5 6 -8 -9 -10 -11 18 -13 13 14 -16 16 -18 -19 19 22 21 -23 23 24 -26 27 28 29 -30 -31
leaf_value=-27.989270033460681 -24727.88586989183 -4731.29621230455 12996.996187598583 39.943179601230192 -46424.898463893587 -78853.601906622032 -25493.071608438298 144799.8790826613 68153.627592329547 -149629.50755859376 4809.6778505240136 -9832.0481291347533 -996.44192506965737 35433.99985795455 231933.65375000003 -26271.461481119793 -108782.48060302735 93201.351207386368 9742.5828725961528 -107177.06277901787 -234452.56205357143 -13928.751953125 96427.141718278857 -69370.264271025226 73531.059745065795 14810.780504225704 -10444.266750965406 156706.13876358425 -129414.43819444446 3049.768154761905
leaf_weight=3436249 52 3374 3690 577947 370 21 98 31 22 20 23131 3302 21138 209 20 60 64 33 26 28 42 22 57 44 38 1556 2073 39 27 21
leaf_count=3436249 52 3374 3690 577947 370 21 98 31 22 20 23131 3302 21138 209 20 60 64 33 26 28 42 22 57 44 38 1556 2073 39 27 21
internal_value=0 150.855 1874.59 -14.1298 -7994.55 -28308.6 10662.4 58543.9 -3640.6 -59422.8 1953.94 35.5015 1327.75 -422.072 52595.5 11046.6 -34794.4 16122.1 3972.32 -29816.6 -110001 -158648 13396.9 37685.1 -3147.7 4295.77 3412.77 18082.4 -11973.9 102926
internal_weight=0 637555 55692 581863 3916 542 172 74 43 72 55620 28516 25214 21367 229 3847 157 93 27104 257 90 64 167 139 82 26847 25231 1616 2100 60
internal_count=4073804 637555 55692 581863 3916 542 172 74 43 72 55620 28516 25214 21367 229 3847 157 93 27104 257 90 64 167 139 82 26847 25231 1616 2100 60
is_linear=0
shrinkage=0.1


Tree=1813
num_leaves=31
num_cat=0
split_feature=4 6 0 0 6 1 6 1 7 0 1 1 0 4 5 3 3 1 6 6 6 6 6 5 6 1 3 4 6 2
split_gain=1.74836e+12 1.18043e+13 4.11872e+13 2.24442e+13 3.74304e+13 4.0679e+13 3.35746e+13 2.77592e+13 2.3284e+13 3.63483e+13 3.98475e+13 8.48558e+13 1.03576e+14 8.06153e+13 6.19673e+13 5.17485e+13 4.14086e+13 1.08932e+14 7.73024e+13 1.78085e+14 4.04548e+13 3.79961e+13 9.80876e+13 5.32375e+13 4.46577e+13 3.601e+13 5.585e+13 3.56804e+13 3.43819e+13 3.36166e+13
threshold=3.5000000000000004 49.485000000000007 53.506098950000009 53.244414800000008 98.020000000000024 50.298521650000005 156.15000000000003 59.317422600000008 6.0000000000000009 44.046956350000009 39.735861600000007 39.843340650000009 43.550475500000012 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 40.965343750000009 61.425000000000004 81.02500000000002 114.05000000000001 108.05000000000001 84.810000000000016 2.5000000000000004 65.00500000000001 34.382014200000008 2.5000000000000004 2.5000000000000004 74.615000000000009 5325.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 9 10 13 12 27 -3 21 -14 -13 18 -18 -20 -16 22 23 -15 -25 26 -11 -12 -26 -10
right_child=-2 2 -4 4 5 6 -8 -9 29 25 11 16 15 14 20 -17 17 -19 19 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=845.24083777460135 -16.251003601136407 -20220.086822040266 -2253.3191317298551 16977.970478001724 166680.48661783856 66961.161215389482 -75160.776757812506 -6021.5172287538835 -2491.7262215742207 17677.440513027654 -88826.809970238101 6929.1786711303621 51400.109284855775 77592.259967746199 -159859.8666666667 -42263.061289385332 20946.032728040544 14580.362003980959 370437.15267018968 22516.824804687501 30193.727864583332 -27591.430640243903 183316.41344137755 -71880.30742924528 121305.505859375 529.30416826289013 147625.83070312502 -269115.04347826092 -40085.043536931822 -31518.030125398091
leaf_weight=140931 3837650 208 58240 1427 30 68 22 830 2610 191 21 2568 78 251 21 242 37 366 31 28 24 41 68 53 33 27179 40 23 22 471
leaf_count=140931 3837650 208 58240 1427 30 68 22 830 2610 191 21 2568 78 251 21 242 37 366 31 28 24 41 68 53 33 27179 40 23 22 471
internal_value=0 264.089 -596.022 2013.85 11413.5 65835.3 32220.2 8520.03 1368.21 2179.12 10942.7 6407.22 -39212.8 32293.1 53584.9 -19432.7 11887.6 39449 134261 205322 -58497.9 64362.1 73191.4 52332.1 -6374.5 863.458 40179.3 -183068 56749.3 -6929.05
internal_weight=0 236154 95223 36983 2377 120 90 2257 34606 31525 4115 3394 364 721 513 320 3030 462 96 59 45 468 427 359 108 27410 231 44 55 3081
internal_count=4073804 236154 95223 36983 2377 120 90 2257 34606 31525 4115 3394 364 721 513 320 3030 462 96 59 45 468 427 359 108 27410 231 44 55 3081
is_linear=0
shrinkage=0.1


Tree=1814
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 4 6 3 6 1 1 4 4 4 6 4 6 6 4 1 1 6 4 1 7 6 1 1 6
split_gain=1.71366e+12 3.64347e+13 7.6357e+13 7.72411e+13 2.04073e+14 1.9717e+14 1.77484e+14 1.01975e+14 7.4626e+13 8.74123e+13 7.43198e+13 8.18273e+13 1.8244e+14 7.24448e+13 6.16413e+13 5.84555e+13 5.76335e+13 6.39436e+13 5.43327e+13 6.82115e+13 5.41417e+13 7.99219e+13 9.0707e+13 6.07609e+13 5.53034e+13 1.13161e+14 8.49524e+13 8.08359e+13 6.79348e+13 5.86087e+13
threshold=59.864072000000007 59.882709350000006 30.509101000000005 9.5000000000000018 30.242318500000007 30.370944000000005 16.500000000000004 108.05000000000001 1.5000000000000002 40.490000000000002 30.452677500000004 30.472130500000002 19.500000000000004 17.500000000000004 10.500000000000002 78.010000000000005 22.500000000000004 46.420000000000009 60.605000000000011 25.500000000000004 30.345769800000003 30.438492500000006 60.605000000000011 4.5000000000000009 30.303340300000002 6.0000000000000009 45.305000000000007 30.260128500000004 30.323041000000003 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 20 15 6 8 10 -6 -10 18 12 -12 -8 -11 -5 17 -15 -7 -20 23 22 -22 -2 25 -25 -26 -27 29 -28
right_child=1 -3 -4 4 5 7 13 -9 9 14 11 -13 -14 16 -16 -17 -18 -19 19 -21 21 -23 -24 24 26 27 28 -29 -30 -31
leaf_value=-19.350344115901994 51528.448769207396 -9.1365497595928478 -24693.744688512768 -2811.5254178357814 -22764.12283528646 -2712.6353005830133 -70539.922614655676 208323.19134837965 35840.755824808555 17303.369364289316 9145.4854427353475 1773.1304790969125 137144.21755548008 -12009.961684995709 122532.53313382489 -50070.068217640124 -84013.858335248166 121341.26451740507 38359.986193925601 -82876.151906250001 -11433.654207011663 10342.586237001573 -63247.309576838452 -29.690889272614726 -29469.446776600715 -34587.928506174394 28235.946332929481 -214267.34821428574 7697.6981789814135 105741.61615349265
leaf_weight=3740823 294 318065 816 2453 60 2037 108 27 202 62 241 315 207 66 545 293 34 79 646 50 1745 1244 419 1905 230 62 187 42 343 204
leaf_count=3740823 294 318065 816 2453 60 2037 108 27 202 62 241 315 207 66 545 293 34 79 646 50 1745 1244 419 1905 230 62 187 42 343 204
internal_value=0 217.388 5047.75 6768.96 13786.6 26487 62323.1 14728.2 84841.2 92821.8 13233 40827.6 68287.8 -5858.82 111784 -7854.04 33166.7 60643.5 5529.13 29650.5 -1037.2 -9855.1 -21466 8161.27 3872.69 -5575.03 23562 -107151 40179.5 68673.7
internal_weight=0 332981 14916 14100 7425 4679 1156 3523 869 809 3496 763 448 287 607 2746 179 145 2733 696 6675 3408 2164 3267 2973 2009 964 104 734 391
internal_count=4073804 332981 14916 14100 7425 4679 1156 3523 869 809 3496 763 448 287 607 2746 179 145 2733 696 6675 3408 2164 3267 2973 2009 964 104 734 391
is_linear=0
shrinkage=0.1


Tree=1815
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 4 6 0 4 0 1 1 4 4 6 1 1 0 6 0 1 6 5 6 4 6 2 2 7
split_gain=1.78145e+12 9.82083e+12 3.6897e+13 8.19887e+13 7.37054e+13 4.4706e+13 4.30218e+13 4.11512e+13 4.01813e+13 3.90756e+13 4.3182e+13 4.11306e+13 3.60249e+13 3.7032e+13 3.57146e+13 6.64538e+13 3.17851e+13 3.06713e+13 7.43602e+13 2.93268e+13 4.21601e+13 3.4295e+13 3.37207e+13 3.29393e+13 2.86055e+13 2.83882e+13 3.52127e+13 2.68174e+13 4.74599e+13 2.53298e+13
threshold=3338.0000000000005 56.805602900000004 56.128886000000001 58.603553700000006 54.62357655000001 61.78914120000001 8.5000000000000018 77.565000000000012 57.892117950000006 17.500000000000004 57.978821400000008 55.90712030000001 60.516422150000004 26.500000000000004 9.5000000000000018 49.010000000000012 55.957851400000003 59.999510900000011 56.791379400000004 41.990000000000002 58.010305850000002 56.240615550000008 65.410000000000011 4.5000000000000009 36.405000000000008 9.5000000000000018 78.605000000000004 7029.0000000000009 5972.5000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 7 8 9 -4 10 11 -6 13 14 -3 -16 -12 -17 -19 -8 23 -22 -23 -21 -2 26 -24 28 -26 -18
right_child=1 12 3 -5 5 -7 19 -9 -10 -11 16 -13 -14 -15 15 17 29 18 -20 20 21 22 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-55.048869348903771 -1559.213486076831 -1313.2780422650221 -34583.611246318724 -22481.824014295962 -58320.265423210309 -62787.675468175556 -4316.1143313052935 -35780.694134741621 11772.620016598916 -35071.821323120945 -8719.3395202329029 -12270.380127443177 70.686161005110009 38820.126746111753 -206.07996359072877 -27170.440720775085 11334.393724085303 6524.0059006750844 -19757.40338162992 7743.1586519775292 29094.213502962044 -662.84933742171745 -15656.819971838664 101039.81346628291 1279.4816971174698 -32270.447821139307 101011.32930743245 -527.58082114282843 8816.751875720498 -10490.164968228202
leaf_weight=2406287 55323 48028 191 1111 245 153 4836 506 8896 443 2678 931 1264352 217 6534 1486 2297 1641 3130 9141 249 1487 86 38 160762 776 37 82439 8812 692
leaf_count=2406287 55323 48028 191 1111 245 153 4836 506 8896 443 2678 931 1264352 217 6534 1486 2297 1641 3130 9141 249 1487 86 38 160762 776 37 82439 8812 692
internal_value=0 79.4375 557.094 4115.81 254.048 -9255.51 5263.96 -8204.38 10798.3 -6289.25 -4425.93 -21864.1 -43.8623 -2416.72 -2563.85 -7259.52 -807.214 -14625.2 -10717.8 2243.54 4928.69 -6220.92 -9906.37 8129.4 499.882 -25195.7 19438.5 951.903 1671.16 6281.67
internal_weight=0 1.66752e+06 342129 26848 315281 7945 25737 7792 9087 7286 6843 1176 1.32539e+06 61036 60819 12791 5667 6257 4771 16650 11814 2635 2386 9179 307336 899 123 252013 169574 2989
internal_count=4073804 1667517 342129 26848 315281 7945 25737 7792 9087 7286 6843 1176 1325388 61036 60819 12791 5667 6257 4771 16650 11814 2635 2386 9179 307336 899 123 252013 169574 2989
is_linear=0
shrinkage=0.1


Tree=1816
num_leaves=31
num_cat=0
split_feature=1 3 4 6 6 6 0 6 3 6 3 6 7 6 5 3 0 6 4 3 6 7 0 4 5 6 6 3 5 6
split_gain=1.91198e+12 8.53391e+12 1.62101e+13 1.90545e+13 5.35337e+13 3.11856e+13 2.53141e+13 2.71222e+13 6.16051e+13 3.07639e+13 6.63852e+13 2.46867e+13 2.51017e+13 7.48246e+13 2.29269e+13 2.16328e+13 2.10675e+13 1.77086e+14 2.0024e+13 2.29273e+13 3.59544e+13 1.94055e+13 1.77353e+13 2.75834e+13 1.24598e+14 4.45216e+13 5.84969e+13 7.74183e+13 4.38959e+13 4.21615e+13
threshold=20.507515800000004 10.500000000000002 9.5000000000000018 63.705000000000005 68.515000000000015 54.410000000000004 54.724612400000005 116.05000000000001 9.5000000000000018 106.49500000000002 3.5000000000000004 70.00500000000001 6.0000000000000009 74.615000000000009 2.5000000000000004 5.5000000000000009 54.707511300000007 102.04000000000001 11.500000000000002 7.5000000000000009 99.050000000000011 6.0000000000000009 54.724612400000005 8.5000000000000018 3.5000000000000004 65.00500000000001 62.375000000000007 2.5000000000000004 4.5000000000000009 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 14 -11 -8 13 -13 21 -9 -16 -18 -15 20 -20 -6 -1 29 25 26 -25 -28 -26 -24
right_child=-2 -3 3 4 6 -7 11 8 -10 10 -12 12 -14 18 16 -17 17 -19 19 -21 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-3594.8645083294841 -4.8428479478287905 -5964.7052913665775 6312.1629354652059 -23447.301959871431 12794.403896270531 31834.272649944382 69053.395013671878 -92561.522793630837 86883.577309782617 228292.98043478263 4065.9846774193547 -103634.95698454484 2878.3246949513755 -40164.042066592265 -1186.950146366147 -15149.130844411542 296728.59588068182 -35699.378451072567 -47027.581308251101 96375.626519097234 80624.783311631953 61648.65890869141 -3226.7550237118958 9388.777114911305 243093.78836206897 -14783.896362032414 254560.89890625002 47921.612316768689 74457.195407196981 114053.92263104839
leaf_weight=7494 4053548 1632 2309 731 137 604 50 59 46 23 31 92 1536 63 413 93 22 59 57 36 36 200 2733 955 29 538 20 194 33 31
leaf_count=7494 4053548 1632 2309 731 137 604 50 59 46 23 31 92 1536 63 413 93 22 59 57 36 36 200 2733 955 29 538 20 194 33 31
internal_value=0 969.131 1576.74 5560.21 781.227 11604.1 6778.88 18945.1 -14511.9 26430.4 99570.1 -267.129 -2171.54 -29483.5 21677.6 -45197.4 7958.61 54589.7 6047.44 28615.8 2386.24 41788 -608.265 4329.21 14079.9 9022 19978 67233.7 153336 -1911.38
internal_weight=0 20256 18624 6597 3684 2913 2953 1083 198 885 54 1870 1820 284 831 152 494 81 192 129 93 337 12027 4533 1769 1707 1169 214 62 2764
internal_count=4073804 20256 18624 6597 3684 2913 2953 1083 198 885 54 1870 1820 284 831 152 494 81 192 129 93 337 12027 4533 1769 1707 1169 214 62 2764
is_linear=0
shrinkage=0.1


Tree=1817
num_leaves=31
num_cat=0
split_feature=0 1 6 6 6 4 4 6 3 5 1 6 6 5 6 4 6 3 5 6 6 5 6 6 3 7 5 3 5 6
split_gain=1.79959e+12 4.5614e+12 4.61218e+12 1.23193e+13 1.14533e+13 9.8655e+12 1.66316e+13 2.39377e+13 1.48019e+13 3.03266e+13 2.17241e+13 1.47844e+13 1.44111e+13 1.00281e+13 8.80904e+12 1.70174e+13 1.17148e+13 7.99799e+12 1.88808e+13 8.29844e+12 1.5829e+13 7.75922e+12 2.53431e+13 1.08575e+13 1.02387e+13 7.55754e+12 1.0736e+13 2.219e+13 9.11176e+12 8.90516e+12
threshold=42.965693300000005 48.411058050000008 87.015000000000015 79.710000000000022 74.015000000000015 10.500000000000002 13.500000000000002 91.02500000000002 5.5000000000000009 2.5000000000000004 47.504912950000005 116.05000000000001 138.05000000000004 2.5000000000000004 82.00500000000001 12.500000000000002 84.00500000000001 4.5000000000000009 2.5000000000000004 142.05000000000004 125.02000000000002 2.5000000000000004 59.815000000000005 63.140000000000008 3.5000000000000004 6.0000000000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 7 13 9 -9 11 -10 -12 -7 -5 -16 -17 -8 -19 20 -20 23 -23 -1 -25 26 -4 28 -28 -29
right_child=-2 -3 5 14 -6 6 17 8 10 -11 12 -13 -14 -15 15 16 -18 18 19 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=612.63137720867644 4.1347040352547619 -47642.984970238096 -19871.543861732302 18353.82121500012 -10926.929830781983 -5702.5904802139949 14728.390730060515 58481.988235973011 134290.48613911291 -29999.216884840171 15892.901210690616 28473.825135869571 88062.900058593761 -57618.845032404119 -4364.2907773523857 -11583.949973958333 63434.102320772065 17398.610920516305 -50460.777612304693 -100917.21680536686 46119.765468750003 -18066.354377987511 15015.147711131405 1916.508099193177 -13474.344628769491 -492.8199910110414 13323.220314592636 -12542.451505962172 64622.893051545521 -73677.741887019234
leaf_weight=6961 4058099 21 836 573 1094 115 61 55 31 131 356 23 30 55 622 30 68 69 112 23 20 304 972 674 1205 767 140 285 46 26
leaf_count=6961 4058099 21 836 573 1094 115 61 55 31 131 356 23 30 55 622 30 68 69 112 23 20 304 972 674 1205 767 140 285 46 26
internal_value=0 -1068.39 -1006.03 -141.061 -1207.12 -4405.8 3356.22 10778.2 19815.1 -3835.42 29812.9 89220.4 21502 -22499 9101.43 1738.07 40469.4 -17373.2 -26115.2 -45485.9 -35827.4 -155.969 7133.66 -1208.18 -7953.62 -8401.39 -12951.9 -1312.51 26010.2 -17653.4
internal_weight=0 15705 15684 12503 11210 3181 1081 796 626 186 440 54 386 170 1293 720 98 285 224 155 132 10116 1276 8840 1879 2100 1333 497 186 311
internal_count=4073804 15705 15684 12503 11210 3181 1081 796 626 186 440 54 386 170 1293 720 98 285 224 155 132 10116 1276 8840 1879 2100 1333 497 186 311
is_linear=0
shrinkage=0.1


Tree=1818
num_leaves=31
num_cat=0
split_feature=6 6 0 0 0 3 0 3 0 0 2 1 3 1 1 1 5 1 1 6 5 5 1 5 0 2 1 3 1 1
split_gain=1.71101e+12 6.86926e+12 1.54256e+13 1.04769e+13 7.25881e+12 1.16829e+13 1.10902e+13 7.10745e+12 1.90786e+13 1.27825e+13 9.80389e+12 2.50905e+13 1.08794e+13 7.96606e+12 7.86977e+12 1.57058e+13 4.94465e+13 1.69517e+13 1.32738e+13 1.15153e+13 8.33761e+12 7.8317e+12 3.82951e+13 9.84735e+12 1.64036e+13 3.08614e+13 2.31407e+13 1.73766e+13 1.52771e+13 1.82714e+13
threshold=27.215000000000003 26.495000000000001 55.183288250000011 55.866549750000011 55.034466500000008 6.5000000000000009 55.039488700000007 2.5000000000000004 43.687280500000007 43.6005307 75.000000000000014 37.873748150000004 1.5000000000000002 37.682335600000009 65.493200550000012 82.918694400000007 3.5000000000000004 82.965501500000016 82.911604200000014 21.020000000000003 2.5000000000000004 4.5000000000000009 49.147669400000005 1.5000000000000002 44.046956350000009 2892.5000000000005 39.749243900000003 5.5000000000000009 47.17130860000001 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 9 -1 11 12 13 -10 21 16 18 -17 20 -20 -16 23 -23 -9 25 26 27 -25 29 -26
right_child=-2 2 3 -5 5 6 -8 14 10 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-6737.2234166811368 -9.4730592761966363 734.41008582539246 13110.689207291507 3460.8258947945501 1746.8196967728641 -41150.353698373539 -7062.405373241284 1918.2071850774591 -22348.632676747398 -27840.143094021128 -107.10831703823243 -68513.894956341916 4809.2418219658884 4614.6053654851139 -3790.0986441756927 12473.801773740039 -157911.02767857144 -439.18272147748917 -59516.367880859383 -1282.67418502549 54071.162437500003 -21002.838060897437 146493.45215773812 60278.313074043479 -9029.9380017032381 -14680.9186484889 112660.14900681516 -49314.612550951089 3940.7235530896137 -46102.001948108416
leaf_weight=1095 3988583 4509 1759 3122 436 171 216 34801 422 389 22104 68 505 148 6473 1296 21 4716 80 59 25 39 21 39 1487 114 47 23 890 146
leaf_count=1095 3988583 4509 1759 3122 436 171 216 34801 422 389 22104 68 505 148 6473 1296 21 4716 80 59 25 39 21 39 1487 114 47 23 890 146
internal_value=0 443.366 2876.46 6938.41 -841.921 -9478.22 -22124.5 112.079 -1275.85 -12268.9 -574.094 -9604.93 -5878.6 -15347.7 794.794 -1360.68 -4706.32 2344.45 -4221.56 -34798.5 -3567.49 1520.98 37620.9 1463.3 -4301.95 21695.2 59739.9 19622.9 -6599.75 -12344.4
internal_weight=0 85221 10213 4881 5332 823 387 75008 24731 1484 23247 1143 1075 570 50277 12670 6658 6012 6637 139 6498 37607 60 37547 2746 223 109 62 2523 1633
internal_count=4073804 85221 10213 4881 5332 823 387 75008 24731 1484 23247 1143 1075 570 50277 12670 6658 6012 6637 139 6498 37607 60 37547 2746 223 109 62 2523 1633
is_linear=0
shrinkage=0.1


Tree=1819
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 4 6 6 3 5 6 4 4 3 6 6 6 6 4 5 3 1 3 3 6 6 6 1 3 3
split_gain=1.66548e+12 1.53198e+13 2.94698e+13 1.07781e+14 8.38249e+13 6.4804e+13 5.71911e+13 4.6749e+13 4.32458e+13 4.04116e+13 3.67457e+13 7.01758e+13 6.30491e+13 7.54898e+13 8.15022e+13 6.7744e+13 4.92454e+13 4.72016e+13 4.48026e+13 4.42604e+13 7.90649e+13 4.11286e+13 3.89991e+13 3.70682e+13 5.84329e+13 1.07196e+14 3.54468e+13 3.1538e+13 3.05424e+13 2.94462e+13
threshold=30.084656550000002 54.73499850000001 54.724612400000005 9.5000000000000018 8.5000000000000018 2.5000000000000004 125.02000000000002 156.15000000000003 4.5000000000000009 3.5000000000000004 95.045000000000016 6.5000000000000009 4.5000000000000009 2.5000000000000004 70.00500000000001 76.00500000000001 77.010000000000005 116.05000000000001 5.5000000000000009 3.5000000000000004 2.5000000000000004 20.507515800000004 1.5000000000000002 6.5000000000000009 87.395000000000024 69.605000000000004 118.04500000000002 20.507515800000004 3.5000000000000004 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 2 -1 4 5 -4 10 8 -8 26 12 19 16 14 21 -16 -7 -13 -17 20 22 -14 -12 -15 25 -25 -6 29 -18 -5
right_child=-2 -3 3 27 9 6 7 -9 -10 -11 11 17 13 23 15 18 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-945.84196554212031 7.3039966960201914 -2276.6257131126199 129837.6449695122 -1330.1706032271893 37154.444908803787 5614.0795028023094 -125418.41516768292 51961.954565429689 1409.596484375 160627.05673076923 141185.921875 29240.593252840914 -18592.897135359755 -11051.072824462295 223342.37115384615 130859.04583333334 -66837.655399445561 -131861.80241935485 -11483.266599180641 -11045.717643229167 180767.5558763587 72444.350164473683 -27838.124091569767 -3854.9848124999999 -47836.225592672417 306751.41343261721 -69239.079846191409 -23770.606533491562 -195536.64127038047 112219.08974184783
leaf_weight=18974 4021329 26111 41 3245 1462 92 82 32 40 26 20 44 143 818 39 48 93 31 41 42 69 76 43 25 29 20 32 711 23 23
leaf_count=18974 4021329 26111 41 3245 1462 92 82 32 40 26 20 44 143 818 39 48 93 31 41 42 69 76 43 25 29 20 32 711 23 23
internal_value=0 -559.729 1140.69 6497.92 19541.4 5486.74 2730.86 -55617.8 -83835.5 37026.6 8029.02 43512.4 1923.04 10475.7 50051.2 113444 -49022.8 -37348.4 65285.6 78366.2 106815 12999.9 25820.3 -4919.7 62856.8 134192 34875.6 -4683.66 -92355.6 -531.017
internal_weight=0 52475 26364 7390 3411 1891 1850 154 122 1520 1696 249 1447 1239 347 128 208 75 89 174 132 219 63 892 74 45 1494 3979 116 3268
internal_count=4073804 52475 26364 7390 3411 1891 1850 154 122 1520 1696 249 1447 1239 347 128 208 75 89 174 132 219 63 892 74 45 1494 3979 116 3268
is_linear=0
shrinkage=0.1


Tree=1820
num_leaves=31
num_cat=0
split_feature=4 6 0 0 6 6 4 6 1 1 0 0 0 0 1 7 0 4 7 6 6 3 3 3 6 6 3 0 0 4
split_gain=1.6407e+12 1.97623e+13 3.26532e+13 5.43662e+13 5.61526e+13 2.15481e+14 5.00621e+14 8.33097e+13 4.38768e+13 5.87997e+13 1.91435e+14 7.63978e+13 5.86406e+13 1.86788e+14 1.45687e+14 1.02703e+14 1.7572e+14 1.31828e+14 7.73841e+13 5.69639e+13 5.30831e+13 4.97944e+13 4.85946e+13 4.6414e+13 4.59455e+13 7.27323e+13 4.47486e+13 4.41845e+13 4.238e+13 4.10149e+13
threshold=18.500000000000004 43.010000000000012 59.838047850000002 59.848366150000011 93.050000000000011 94.02500000000002 23.500000000000004 88.00500000000001 37.331232350000008 37.318079750000003 55.82518790000001 55.812023600000011 55.743464250000009 55.676890650000011 37.290808600000013 6.0000000000000009 55.622114900000007 19.500000000000004 6.0000000000000009 55.405000000000008 61.805000000000007 14.500000000000002 20.500000000000004 6.5000000000000009 95.045000000000016 106.49500000000002 24.500000000000004 55.123213100000008 55.102137100000007 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 7 6 -6 29 9 12 11 26 13 15 18 16 -3 -18 23 -20 -21 24 -22 -15 -16 -26 -11 28 -17 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 21 27 17 -19 19 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=25.357421416829254 616.73667731779835 15218.59080397357 -32047.582026064607 1076.3612990314004 -516658.06266526441 47878.96030496835 7379.8435648933782 196810.89598599137 -740.81736129685271 -25159.564662044577 82286.756122597886 -133092.57749399039 -7460.3799179603493 -76143.222191011228 97815.174695986789 -3239.6994579888378 -149661.69703696648 -37752.703278206602 -4587.472849548969 161704.21541489111 13944.092822265626 48026.568311922318 180494.36990411932 5934.9860629322493 316041.19308035716 86011.461776620374 71334.313815369896 27092.781863743952 -122996.41984996796 31283.42020059465
leaf_weight=3512946 207183 647 113 55701 26 153 61 29 280130 2504 174 65 9768 89 168 386 123 730 97 66 86 142 22 305 28 27 49 878 32 1076
leaf_count=3512946 207183 647 113 55701 26 153 61 29 280130 2504 174 65 9768 89 168 386 123 730 97 66 86 142 22 305 28 27 49 878 32 1076
internal_value=0 -158.827 -613.152 1575.33 20637.6 -23572.7 -149229 29349 -1035.02 -6064.66 -19282.7 -26033.3 -3349.88 7144.48 43548.7 -6266.23 -24081 -53889.6 15685.7 56817.6 91049.1 94312.8 47871 -12605.5 123787 203118 -23307.5 14352.7 -12407.7 25264.6
internal_weight=0 560858 353675 57159 1458 240 87 1218 296516 16386 2792 2618 13594 3826 1030 2796 1500 853 665 271 174 365 108 394 223 55 2553 1296 418 1189
internal_count=4073804 560858 353675 57159 1458 240 87 1218 296516 16386 2792 2618 13594 3826 1030 2796 1500 853 665 271 174 365 108 394 223 55 2553 1296 418 1189
is_linear=0
shrinkage=0.1


Tree=1821
num_leaves=31
num_cat=0
split_feature=2 6 3 7 0 0 1 0 6 6 1 0 2 1 0 6 4 4 2 4 1 0 0 1 4 3 3 4 5 6
split_gain=1.87066e+12 1.59165e+13 3.59633e+13 3.88306e+13 7.76501e+13 1.57075e+14 1.61644e+14 9.60885e+13 8.75659e+13 8.17169e+13 7.0113e+13 6.51177e+13 7.63666e+13 7.97526e+13 5.37006e+13 5.0928e+13 5.06596e+13 4.83462e+13 5.45564e+13 6.33214e+13 1.12098e+14 9.47609e+13 1.16081e+14 1.44994e+14 1.00897e+14 7.53044e+13 7.37534e+13 8.38314e+13 1.43717e+14 9.60992e+13
threshold=451.00000000000006 58.305000000000007 13.500000000000002 6.0000000000000009 55.988910100000005 56.006509350000009 37.843405600000004 55.910578700000009 69.605000000000004 70.50500000000001 37.804148700000006 55.214863500000007 75.000000000000014 37.71815560000001 55.390026600000006 104.01000000000001 22.500000000000004 4.5000000000000009 36.000000000000007 12.500000000000002 37.543519500000009 55.554045200000012 55.568628050000008 37.563506350000004 15.500000000000002 9.5000000000000018 1.5000000000000002 15.500000000000002 2.5000000000000004 86.030000000000015
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 17 7 6 -6 8 -5 11 16 -10 13 -13 -11 -7 -9 -3 19 20 -19 -21 23 24 -23 -25 -24 28 -28 -30
right_child=-2 2 -4 4 5 15 -8 10 9 14 -12 12 -14 -15 -16 -17 -18 18 -20 21 -22 22 26 25 -26 -27 27 -29 29 -31
leaf_value=-192.46737296110527 -30.260565001546599 -4330.982851650685 -1655.5409718370215 3845.75919747437 -81760.634230324082 17181.664882983256 196862.86292925826 -16823.532379449032 -166929.37026515152 34879.522012576541 -48931.37665294348 -26795.563521367854 13961.961054992677 -104813.2705250734 -3495.3138017005049 -73042.602228338073 19360.638868561451 6340.2907180885777 4763.134034358538 -20412.468806748846 -9494.8911257816908 127226.244972229 -18709.502607529819 160860.16304174272 -11454.989805996296 19515.578410456732 48510.918703202893 2654.9254115847216 -2121.0208605724224 50875.279569157945
leaf_weight=450284 3396489 9579 46201 27069 27 1201 91 2381 33 370 586 792 368 157 25260 66 462 6891 70656 1498 12727 64 1292 137 291 52 1166 15032 2176 406
leaf_count=450284 3396489 9579 46201 27069 27 1201 91 2381 33 370 586 792 368 157 25260 66 462 6891 70656 1498 12727 64 1292 137 291 52 1166 15032 2176 406
internal_value=0 151.746 834.444 1470.62 -638.745 22759.1 133110 -1202.54 -172.691 -4204.4 -17435.4 -28184 -24707.5 -39702.6 -2941.33 12481.7 -10943.4 2488.63 3069.88 203.039 -3932.64 3871.93 5636.48 51216.4 13546.7 121972 4401.15 5991.09 19371.3 6212.25
internal_weight=0 677315 227031 180830 58863 1385 118 57478 54049 26980 3429 1350 1317 949 25630 1267 2843 121967 112388 41732 19618 22114 20616 544 355 189 20072 18780 3748 2582
internal_count=4073804 677315 227031 180830 58863 1385 118 57478 54049 26980 3429 1350 1317 949 25630 1267 2843 121967 112388 41732 19618 22114 20616 544 355 189 20072 18780 3748 2582
is_linear=0
shrinkage=0.1


Tree=1822
num_leaves=31
num_cat=0
split_feature=4 6 6 4 6 1 1 2 1 0 3 1 6 1 0 0 6 0 1 0 0 7 3 0 6 1 0 3 6 0
split_gain=1.81448e+12 1.12862e+13 2.84991e+13 5.08499e+13 8.0408e+13 5.59192e+13 6.12005e+13 6.64451e+13 3.66273e+13 6.17604e+13 4.11737e+13 5.60599e+13 3.59867e+13 5.17378e+13 5.57942e+13 3.15037e+13 3.03899e+13 8.50268e+13 2.52986e+13 2.46337e+13 2.27267e+13 4.75365e+13 3.83153e+13 2.66791e+13 2.74688e+13 3.91516e+13 3.79389e+13 2.54333e+13 2.60156e+13 2.1817e+13
threshold=25.500000000000004 72.020000000000024 77.010000000000005 32.500000000000007 75.605000000000004 60.590708550000009 37.425454150000007 75.000000000000014 37.488790500000007 55.775215600000003 15.500000000000002 60.571186450000006 81.02500000000002 30.323041000000003 55.753967500000009 55.850146250000009 74.615000000000009 55.883833400000007 37.543519500000009 55.743464250000009 56.818587550000011 6.0000000000000009 17.500000000000004 56.802121050000004 78.010000000000005 37.631035900000008 55.883833400000007 24.500000000000004 79.015000000000015 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 29 -10 15 13 -4 -15 19 17 -5 -19 -12 21 22 -16 24 26 -26 -23 -24 -29 -8
right_child=1 2 12 4 -6 -7 8 -9 10 -11 11 -13 -14 14 20 -17 -18 18 -20 -21 -22 23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-8.7562472259542936 -136.58402025740631 -121945.14678415698 -135061.03123816289 -24567.902939871925 56626.034955578325 -6692.2582946331841 -31419.767675781251 10550.306050824516 19306.7232424379 230127.35571469908 34259.78318055351 175589.72892680921 3539.2253754058265 -31418.228266386934 32458.501686115505 -4085.0407004367103 -53656.344786575391 120292.25111799569 8387.4852633568553 88490.999997793086 -13588.509931088025 74381.851227678577 -92277.299295910503 100161.57988281251 57867.044894243583 1253.7127862338364 -61547.343997311284 -57591.932001768873 55510.323236268945 94980.670703125012
leaf_weight=4004864 54962 43 33 513 164 548 22 316 585 27 159 38 8782 728 79 89 203 58 31 177 539 28 81 46 258 232 77 53 33 36
leaf_count=4004864 54962 43 33 513 164 548 22 316 585 27 159 38 8782 728 79 89 203 58 31 177 539 28 81 46 258 232 77 53 33 36
internal_value=0 508.668 3045.82 11667 -7194.98 20626.4 30660.4 -5319.62 42060.9 105194 36940.3 59220.4 680.878 -10796.9 -8893.18 48815.6 -20197 -8914.24 81314.2 62828 2606.28 12447.3 -24921.8 26788.7 21116.1 31062.4 -25299.6 -52065.8 -14192.2 47035.7
internal_weight=0 68940 13978 3009 969 2040 1492 359 1133 85 1048 463 10969 2187 2154 425 805 602 89 336 1426 887 246 641 595 490 105 167 86 58
internal_count=4073804 68940 13978 3009 969 2040 1492 359 1133 85 1048 463 10969 2187 2154 425 805 602 89 336 1426 887 246 641 595 490 105 167 86 58
is_linear=0
shrinkage=0.1


Tree=1823
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 1 0 1 6 0 1 1 4 4 6 0 0 0 0 6 0 0 0 6 7 2 6 1 6 3
split_gain=1.72558e+12 3.1855e+13 3.41988e+13 7.37199e+13 7.15995e+13 6.86814e+13 1.11664e+14 5.30142e+13 3.62941e+13 3.48768e+13 5.11116e+13 4.7712e+13 3.88856e+13 3.85904e+13 4.54582e+13 3.87054e+13 1.26203e+14 8.75476e+13 2.4586e+14 1.60371e+14 7.36397e+13 6.99331e+13 7.21885e+13 6.53416e+13 6.91309e+13 6.02294e+13 5.99185e+13 8.40493e+13 7.19207e+13 5.97539e+13
threshold=77.010000000000005 2.5000000000000004 45.07004340000001 45.053967500000006 39.008519500000006 38.97264950000001 45.059854000000009 37.780517050000007 81.705000000000013 46.323575350000006 39.033214400000013 39.178027400000005 3.5000000000000004 8.5000000000000018 77.565000000000012 56.288960650000007 56.904718250000009 59.848366150000011 59.838047850000002 78.010000000000005 59.963561900000009 55.897267000000006 55.866549750000011 94.02500000000002 6.0000000000000009 5444.0000000000009 80.720000000000013 30.315889700000003 108.05000000000001 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 7 5 -5 8 -2 -7 10 12 -12 -4 14 -11 21 -17 18 25 -20 26 22 -15 24 -24 -18 27 -19 29 -28
right_child=1 -3 9 4 -6 6 -8 -9 -10 13 11 -13 -14 15 -16 16 17 20 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-23.749724740062888 -21405.727684866881 479.09087483422593 25849.157108671174 19317.146392750536 -10460.034052269235 97746.337997731869 42308.788092298913 1410.7652404914184 239690.92125726744 52424.466863807938 60956.390502748851 -24605.766452752978 -36886.437308815352 -6645.0884842912747 1445.5892725790311 15990.993616700298 -9251.2249946499815 -5624.6001443736495 -283051.04173865687 -71424.161797724184 -12520.833140257542 -25808.419168703083 89029.136752458755 -101220.63160282258 -1768.338538099315 -59597.049057636192 26446.132133881576 57637.105615876848 50191.781399653926 -11208.193625057163
leaf_weight=3595075 1113 421445 111 936 517 31 284 11974 43 178 135 126 899 15523 10099 3390 3151 347 52 115 2445 1919 197 31 146 257 541 532 285 1907
leaf_count=3595075 1113 421445 111 936 517 31 284 11974 43 178 135 126 899 15523 10099 3390 3151 347 52 115 2445 1919 197 31 146 257 541 532 285 1907
internal_value=0 178.351 -2034.22 2087.09 20997 33565.2 70817.2 -529.691 180228 -3482.8 -19797.7 19650.5 -29991.7 -2978.45 2328.56 -4747.05 -603.153 -6443.49 -18853 -137320 880.924 -7775.89 -5599.11 37814.8 50380.6 -13047.8 9952.71 32663.5 2648.37 -2886.71
internal_weight=0 478729 57284 14898 1811 1294 358 13087 74 42386 1271 261 1010 41115 10277 30838 13022 9632 3575 167 6057 17816 15897 374 343 3408 3612 879 2733 2448
internal_count=4073804 478729 57284 14898 1811 1294 358 13087 74 42386 1271 261 1010 41115 10277 30838 13022 9632 3575 167 6057 17816 15897 374 343 3408 3612 879 2733 2448
is_linear=0
shrinkage=0.1


Tree=1824
num_leaves=31
num_cat=0
split_feature=6 1 4 2 1 0 3 1 3 3 1 0 0 3 6 1 5 6 6 3 1 0 6 3 0 4 2 4 6 3
split_gain=2.02463e+12 9.82684e+12 1.44416e+13 3.67522e+13 5.24968e+13 3.86928e+13 3.27218e+13 7.48129e+13 9.0614e+13 7.39928e+13 6.12408e+13 4.83853e+13 5.2759e+13 4.39864e+13 4.05614e+13 6.9858e+13 3.33259e+13 4.63665e+13 5.29234e+13 3.85407e+13 3.21686e+13 4.50775e+13 4.24968e+13 4.70492e+13 4.23534e+13 3.53e+13 4.65784e+13 5.63106e+13 7.6082e+13 6.54772e+13
threshold=102.04000000000001 82.948524700000021 22.500000000000004 5444.0000000000009 60.549354600000008 56.782540950000005 14.500000000000002 65.559704250000024 8.5000000000000018 11.500000000000002 30.330566300000005 51.307150200000002 45.040161900000008 10.500000000000002 114.05000000000001 38.965413050000002 2.5000000000000004 130.05000000000004 110.01500000000001 19.500000000000004 82.901648750000021 55.061158000000006 120.05000000000001 1.5000000000000002 54.980317700000008 20.500000000000004 1696.0000000000002 21.500000000000004 142.05000000000004 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 20 6 5 -5 7 9 -9 -4 -11 12 14 -10 15 -12 17 18 -8 -20 25 24 -23 -24 -22 -2 27 28 29 -27
right_child=1 -3 3 4 -6 -7 16 8 13 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=11.59471190550456 -662.50666753919677 -3513.4377779231309 -796.69983602848401 13885.171603260871 -9293.8511116254831 -92617.241258285998 -1833.7509573514344 -46402.077488659277 286009.44343750004 -87124.430011917371 -211871.30744047623 1160.429842586221 -103294.37428495764 95792.837247983873 45122.914254712305 40395.981385869571 9531.4864200699722 55223.292711509152 -19752.751875000002 -189076.43141911205 -100287.85706722863 11245.137263592336 10511.940295410157 119486.21020132213 5614.2513318956571 -162961.06697591147 15995.30812312456 4409.461697477308 89804.114906250004 -14864.072196691179
leaf_weight=3966508 77727 9420 2919 46 3193 132 61 31 20 177 21 386 118 31 63 23 3330 41 20 41 38 221 64 104 6084 72 2489 348 25 51
leaf_count=3966508 77727 9420 2919 46 3193 132 61 31 20 177 21 386 118 31 63 23 3330 41 20 41 38 221 64 104 6084 72 2489 348 25 51
internal_value=0 -428.632 -131.738 -3607.49 -12240.3 -65094.1 388.823 -6047.39 88430.5 -8137.27 -35329 -20324.5 -57183 170388 -6331.27 -80004.3 7370.44 -36778.5 -67697.1 -133560 292.774 7054.32 40063 77972.2 4956.9 -252.676 10419 -17563.8 -69230.8 -101555
internal_weight=0 107296 97876 10653 3371 178 7282 3789 82 3707 788 611 225 51 107 44 3493 163 122 61 87223 6511 389 168 6122 80712 2985 496 148 123
internal_count=4073804 107296 97876 10653 3371 178 7282 3789 82 3707 788 611 225 51 107 44 3493 163 122 61 87223 6511 389 168 6122 80712 2985 496 148 123
is_linear=0
shrinkage=0.1


Tree=1825
num_leaves=31
num_cat=0
split_feature=6 3 0 5 0 1 1 1 5 1 1 4 0 1 2 2 4 0 0 0 3 0 4 0 5 1 3 2 0 5
split_gain=1.87256e+12 4.73667e+12 1.58835e+13 2.17707e+13 9.013e+12 9.8911e+12 8.25392e+12 1.02508e+13 1.96618e+13 1.34636e+13 8.72827e+12 1.00576e+13 8.39689e+12 8.70632e+12 7.63979e+12 8.83448e+12 1.16783e+13 1.6995e+13 3.6902e+13 2.27444e+13 2.32566e+13 1.8961e+13 1.75842e+13 2.75383e+13 2.10013e+13 1.46721e+13 1.38587e+13 3.17936e+13 5.0535e+13 3.05745e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 3.5000000000000004 45.040161900000008 92.948588300000011 82.918694400000007 47.800771000000005 3.5000000000000004 41.966773150000002 39.625203600000013 2.5000000000000004 55.462387050000011 54.62357655000001 13505.500000000002 3129.5000000000005 8.5000000000000018 45.047736150000013 44.895258050000002 44.046956350000009 3.5000000000000004 45.082176650000008 4.5000000000000009 59.848366150000011 3.5000000000000004 30.330566300000005 7.5000000000000009 2865.5000000000005 55.749683450000006 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 -4 6 7 9 12 10 11 -6 -9 -14 15 16 17 18 19 20 -3 -19 24 -24 -23 -18 29 -28 -29 -27
right_child=1 14 4 -5 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 25 21 -20 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-1.8988436696478264 -13403.379078949476 36146.43501263787 62429.430286175273 -124206.246 -62187.789771225878 57647.51210186298 -50307.92145353619 -29536.85595703125 106666.28362926136 -76108.709765624997 44506.044254557295 614.63746170343143 75780.842493206525 -443.05731286337215 40975.080589488643 -2148.3113797047458 54162.602110224187 99300.621406250008 -88386.755096293607 76359.834774502844 -89492.116616586543 21151.829154411767 18679.400833044798 -87259.762630208337 100900.7062644676 1632.9529014185855 -4488.7128726378187 919.1629158266129 204804.153203125 -77105.598319777389
leaf_weight=4070611 61 34 23 25 34 26 38 46 22 31 30 102 23 43 55 1393 46 35 43 44 26 85 269 27 54 152 302 31 20 73
leaf_count=4070611 61 34 23 25 34 26 38 46 22 31 30 102 23 43 55 1393 46 35 43 44 26 85 269 27 54 152 302 31 20 73
internal_value=0 2420.74 -6475.72 -45613.5 1576.56 -1966.77 -6167.24 -1099.73 20237.8 -15613.6 -4316.33 -15086 3260.83 26119.8 4088.21 3317.98 9453.8 19209.4 -10466.8 21750.2 -18296.9 28491.1 22793.8 9016.03 52133.4 -192.363 -4518.19 7844.15 80874.1 -23913.3
internal_weight=0 3193 504 86 418 395 369 331 134 197 166 136 112 66 2689 2634 1241 617 147 104 60 470 435 296 139 624 578 353 51 225
internal_count=4073804 3193 504 86 418 395 369 331 134 197 166 136 112 66 2689 2634 1241 617 147 104 60 470 435 296 139 624 578 353 51 225
is_linear=0
shrinkage=0.1


Tree=1826
num_leaves=31
num_cat=0
split_feature=6 1 6 3 5 0 0 4 0 1 3 4 6 5 7 1 6 0 0 6 3 1 3 6 1 2 3 7 6 7
split_gain=1.74741e+12 1.24113e+13 3.64095e+13 3.65152e+13 3.18557e+13 3.63126e+13 4.15859e+13 4.05595e+13 3.7467e+13 6.39179e+13 5.26385e+13 4.65874e+13 3.67735e+13 3.65416e+13 9.71854e+13 3.64209e+13 3.56093e+13 3.52942e+13 3.01877e+13 4.02035e+13 2.8705e+13 3.84169e+13 4.02858e+13 2.86191e+13 4.58204e+13 4.45166e+13 3.64094e+13 3.98923e+13 2.84642e+13 6.37337e+13
threshold=88.00500000000001 37.897576350000001 93.050000000000011 29.500000000000004 3.5000000000000004 56.850115550000005 56.115175650000005 14.500000000000002 56.802121050000004 43.997056950000008 6.5000000000000009 23.500000000000004 90.045000000000016 2.5000000000000004 6.0000000000000009 45.71452080000001 91.02500000000002 56.83050475000001 56.342669500000007 89.00500000000001 19.500000000000004 39.008519500000006 24.500000000000004 92.02500000000002 60.620042600000012 3999.0000000000005 9.5000000000000018 6.0000000000000009 92.02500000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 20 13 9 11 12 -9 -10 14 -8 -11 -16 -14 19 -15 -3 -22 -23 25 -25 -6 -26 -28 29 -2
right_child=1 2 -4 -5 23 -7 7 8 10 15 -12 -13 17 18 16 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=16.007988213746497 10148.431600224027 -1612.3085853069617 80.227967730581469 128349.42609747025 -16080.056656682984 -9437.8071781316758 -45597.953644862748 14122.547750758793 34507.100665480095 -69684.946572043686 32767.410438180978 171973.58794921875 -5145.3066327494962 -7277.3337008568551 -14809.787625000001 -17081.841834197647 129544.08420138891 -110217.6910555753 14053.885486787221 56295.38732749984 -70191.791840277772 -19484.257186883533 72213.245773142698 -5062.4751327545355 -29025.816157561465 3000.4012903474509 -140780.19535416667 -38636.314736077729 -300.56256420047902 -2218.416787088478
leaf_weight=3844148 9028 21690 123632 21 2637 5807 218 287 62 176 522 20 62 124 25 522 54 66 757 503 135 499 53 497 308 2280 75 78 51778 7740
leaf_count=3844148 9028 21690 123632 21 2637 5807 218 287 62 176 522 20 62 124 25 522 54 66 757 503 135 499 53 497 308 2280 75 78 51778 7740
internal_value=0 -267.953 -747.465 -3477.85 -3551.76 -2293.96 -684.478 9623.25 -1186.94 -13620.5 16363.3 24406 -28704.9 20664.9 -11162.4 -30345.7 83862.5 -59323.3 27494.9 43722.8 -2249.73 -22374.4 -10680 -10313.2 -26125.4 -7232.5 -48833.2 -88706.8 859.087 4439.97
internal_weight=0 229656 161110 37478 37457 31582 25775 3398 1717 1005 712 307 190 1681 297 698 79 128 1384 627 22377 687 552 5875 958 4917 461 153 68546 16768
internal_count=4073804 229656 161110 37478 37457 31582 25775 3398 1717 1005 712 307 190 1681 297 698 79 128 1384 627 22377 687 552 5875 958 4917 461 153 68546 16768
is_linear=0
shrinkage=0.1


Tree=1827
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 4 4 5 6 1 0 6 6 6 6 4 5 6 5 0 3 4 1 7 0 1 0 6 5
split_gain=1.77136e+12 2.44998e+13 5.56218e+13 6.10538e+13 1.22817e+14 7.72575e+13 2.93238e+13 1.03424e+14 6.65984e+13 2.73602e+13 2.68816e+13 2.59801e+13 2.53266e+13 2.45225e+13 2.38337e+13 2.89734e+13 4.81871e+13 2.17393e+13 2.14346e+13 2.06963e+13 2.03524e+13 1.9649e+13 1.90753e+13 1.8374e+13 3.71055e+13 3.8683e+13 7.06875e+13 3.34627e+14 1.20734e+14 1.83934e+14
threshold=43.56803845000001 42.186961750000002 5762.5000000000009 55.111813300000001 54.932051950000009 43.047633000000012 8.5000000000000018 5.5000000000000009 2.5000000000000004 118.04500000000002 43.047633000000012 55.390026600000006 61.805000000000007 54.990000000000002 130.05000000000004 116.05000000000001 9.5000000000000018 1.5000000000000002 41.705000000000005 3.5000000000000004 55.93962770000001 6.5000000000000009 23.500000000000004 44.064675150000006 6.0000000000000009 56.309668500000008 43.997056950000008 56.342669500000007 44.010000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 17 18 -5 22 -6 15 -10 -17 -4 -9 -16 -14 -18 -7 24 25 -2 -27 28 -28 -30
right_child=23 2 9 5 13 12 8 10 14 -11 -12 -13 20 -15 19 16 21 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-22.582140300103045 738.28274643904035 -764.50566963689425 669.2110208574768 -3689.8517505024756 65844.683864746097 -3011.0734173477631 2033.9002247738781 -11571.286479542274 -18692.400675511897 -95384.014202008941 37105.237798547918 -47353.46646043731 -92157.554349662169 157476.03487601902 124551.02085193452 61309.62240767046 -46959.069357638888 -27075.180622502179 20127.733894704361 -11385.719824218751 -16847.042021730569 -142695.2670990566 -98486.014136904763 5.7005969336274438 -3690.769561758445 2506.3748143087323 577.09208525411566 -39233.214879548723 107069.14965432249 28087.499219684705
leaf_weight=2023178 44463 13153 391 172 80 5961 3970 262 1956 49 809 656 37 46 21 22 36 1017 1148 24 1190 53 21 1940689 11486 16963 1399 950 324 3278
leaf_count=2023178 44463 13153 391 172 80 5961 3970 262 1956 49 809 656 37 46 21 22 36 1017 1148 24 1190 53 21 1940689 11486 16963 1399 950 324 3278
internal_value=0 -65.3814 -2851.97 -1913.58 857.23 -9353.43 279.088 2604.58 -5598.49 -21927 22574.6 -38283.2 -6030.66 99297.4 -19945.4 -21512.8 -71212.3 -19370.6 14237.6 52051.4 -19118 -103971 -3346.24 66.5048 1562.8 2458.39 5796.14 15173.4 25508.6 35191.9
internal_weight=0 2.05425e+06 31074 29617 21580 8037 21454 15372 6082 1457 2219 828 7209 126 2112 2067 111 1408 1410 45 1227 89 5982 2.01955e+06 78863 67377 22914 5951 5001 3602
internal_count=4073804 2054252 31074 29617 21580 8037 21454 15372 6082 1457 2219 828 7209 126 2112 2067 111 1408 1410 45 1227 89 5982 2019552 78863 67377 22914 5951 5001 3602
is_linear=0
shrinkage=0.1


Tree=1828
num_leaves=31
num_cat=0
split_feature=4 3 1 6 6 6 0 1 6 4 1 5 1 1 5 1 6 6 1 6 5 1 1 6 1 6 1 6 6 0
split_gain=1.80206e+12 1.0192e+13 1.30482e+13 2.62408e+13 4.18901e+13 1.66604e+13 1.29782e+13 3.33267e+13 4.86304e+13 3.93183e+13 2.79332e+13 2.60759e+13 2.37878e+13 2.29136e+13 2.48824e+13 2.67051e+13 5.16674e+13 4.94339e+13 2.38522e+13 2.12239e+13 1.39428e+13 2.87129e+13 8.07329e+13 3.20816e+13 2.09601e+13 2.14251e+13 1.97392e+13 1.85134e+13 2.92192e+13 2.57358e+13
threshold=3.5000000000000004 1.5000000000000002 20.507515800000004 75.605000000000004 112.00500000000001 100.05000000000001 43.6005307 39.939672500000007 40.490000000000002 2.5000000000000004 39.723160900000003 1.5000000000000002 39.908802000000009 39.908802000000009 2.5000000000000004 39.723160900000003 59.815000000000005 48.025000000000013 39.735861600000007 66.010000000000005 3.5000000000000004 40.024897700000004 39.803839700000005 118.04500000000002 94.478249850000012 88.825000000000003 30.157841000000001 138.05000000000004 103.03500000000001 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 10 -10 -11 19 14 15 -13 17 -17 -16 -12 -8 22 26 -24 -23 -26 27 28 -22 -30
right_child=-2 2 -4 4 -6 -7 20 -9 9 11 12 13 -14 -15 18 16 -18 -19 -20 -21 21 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-662.47339737117295 -16.498678737441516 -2896.2493775292269 -256.87919818147867 -71769.56783181896 30469.937121212122 -176007.28260869568 629.39683623544647 407.6362986045682 -64096.252404159161 163840.11196120689 19549.809477796054 173944.16611064191 -48030.1416015625 -15249.993994140626 -55429.848301630438 42202.484576612907 -41835.010200557008 231199.83075000002 71802.873589939016 134289.39295479911 87947.293368252853 -3943.936394086591 66797.405566406247 196656.55649739585 -9110.2543821022737 73536.180725599319 8232.8971087848258 121952.33058035714 -111510.14937499999 37013.356501116075
leaf_weight=348 3837650 278 132740 46 33 23 97460 1619 39 29 38 37 24 32 23 31 27 25 41 28 44 1693 52 30 55 73 1210 28 20 28
leaf_count=348 3837650 278 132740 46 33 23 97460 1619 39 29 38 37 24 32 23 31 27 25 41 28 44 1693 52 30 55 73 1210 28 20 28
internal_value=0 268.114 -309.851 -18813.7 -62196.7 -106515 1014.84 8375.48 26242.4 51276.9 6593.17 74804.3 37225.2 62850.4 76433.1 103289 71791.9 126576 26078.6 68227.2 843.718 7304.51 18006.7 114307 -993.963 38024 12069.4 50754.3 29085.3 -24871.4
internal_weight=0 236154 133120 380 102 69 103034 2341 722 374 129 245 90 216 184 120 83 56 64 66 100693 3233 1412 82 1821 128 1330 120 92 48
internal_count=4073804 236154 133120 380 102 69 103034 2341 722 374 129 245 90 216 184 120 83 56 64 66 100693 3233 1412 82 1821 128 1330 120 92 48
is_linear=0
shrinkage=0.1


Tree=1829
num_leaves=31
num_cat=0
split_feature=6 0 6 3 1 6 0 4 3 1 5 4 0 3 4 3 4 0 5 4 4 0 1 0 1 3 3 5 3 0
split_gain=1.86048e+12 9.69236e+12 3.408e+13 3.59366e+13 3.00337e+13 2.33126e+13 4.20003e+13 3.28729e+13 1.9542e+13 3.16274e+13 2.60518e+13 9.02656e+13 3.63601e+13 6.97419e+13 6.74999e+13 4.22243e+13 3.81522e+13 2.81486e+13 2.10033e+13 2.08808e+13 2.07978e+13 1.93939e+13 1.67955e+13 1.77308e+13 2.16438e+13 2.63637e+13 1.67105e+13 1.48363e+13 1.20389e+13 2.79338e+13
threshold=103.03500000000001 59.950512650000007 108.05000000000001 17.500000000000004 30.330566300000005 104.01000000000001 60.028671700000011 24.500000000000004 2.5000000000000004 30.226173900000003 2.5000000000000004 12.500000000000002 59.990753350000013 5.5000000000000009 5.5000000000000009 11.500000000000002 24.500000000000004 59.963561900000009 3.5000000000000004 14.500000000000002 6.5000000000000009 63.565651350000003 30.323041000000003 60.034792100000011 30.157841000000001 5.5000000000000009 4.5000000000000009 3.5000000000000004 12.500000000000002 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -3 11 -10 13 14 -12 22 28 -15 20 -19 -11 -6 23 -14 -25 -26 -16 -8 -17 -30
right_child=1 2 -4 5 21 6 27 -9 10 18 12 -13 15 17 26 16 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=10.854509827656758 -162.39551554178107 29702.095145089286 -332.96936453075443 107370.03623046876 5489.3981022004164 1470.9723437500002 -4310.1799560546879 146841.41360212056 -240131.60097656251 22176.819122023811 81630.997509765628 8880.0041649070954 -50299.606081495098 112383.35716198337 -117628.38969401043 -147247.12435825894 23683.071659482761 67189.454123613919 -164162.71125837055 -58565.703940217398 -91105.988753369835 -95596.285429687501 23131.678383005405 -79094.355502717401 94089.214062500003 -28650.192053571431 -22896.301287615745 -103984.66372767858 -24008.918191964287 -139342.31409970237
leaf_weight=3971349 95703 28 5281 30 372 35 32 28 24 21 32 37 153 62 60 42 29 31 28 23 71 20 81 23 35 35 27 28 42 42
leaf_count=3971349 95703 28 5281 30 372 35 32 28 24 21 32 37 153 62 60 42 29 31 28 23 71 20 81 23 35 35 27 28 42 42
internal_value=0 -420.741 -4082.54 -17543.8 -22869.2 28331 9053.23 66080.1 -32690.8 -65998 -26354.7 -89091.8 -21017.3 11233.7 -42552.2 -36741.3 -79731.1 66410.6 -88328.1 13627.1 -65248 331.965 -16363.8 -29368.5 5066.62 32719.5 -88228.8 -50824.9 -103533 -81675.6
internal_weight=0 102455 6752 1471 1318 153 123 63 926 148 778 61 717 235 119 482 155 116 120 54 92 392 327 246 93 70 87 60 126 84
internal_count=4073804 102455 6752 1471 1318 153 123 63 926 148 778 61 717 235 119 482 155 116 120 54 92 392 327 246 93 70 87 60 126 84
is_linear=0
shrinkage=0.1


Tree=1830
num_leaves=31
num_cat=0
split_feature=3 1 4 1 0 0 1 4 4 0 6 0 4 0 0 4 4 7 0 4 6 5 1 1 6 4 0 6 3 1
split_gain=1.82021e+12 1.6954e+13 5.29001e+13 4.98071e+13 4.71032e+13 6.9886e+13 1.01181e+14 2.09858e+14 1.16989e+14 9.12373e+13 7.22462e+13 7.20533e+13 7.74902e+13 1.46731e+14 7.18197e+13 6.8233e+13 1.84141e+14 7.75914e+13 8.65174e+13 1.8299e+14 9.70887e+13 7.5415e+13 6.22273e+13 5.76993e+13 5.76691e+13 5.66351e+13 5.63285e+13 7.67673e+13 5.28173e+13 5.15214e+13
threshold=10.500000000000002 30.438492500000006 23.500000000000004 37.131181300000009 59.864072000000007 60.042359000000012 30.389265100000003 14.500000000000002 13.500000000000002 59.950512650000007 56.505000000000003 59.950512650000007 11.500000000000002 59.91832440000001 59.882709350000006 17.500000000000004 16.500000000000004 6.0000000000000009 59.905532300000012 22.500000000000004 52.990000000000002 1.5000000000000002 30.362494150000003 30.303340300000002 96.050000000000011 22.500000000000004 60.002985000000002 81.02500000000002 19.500000000000004 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 8 9 10 29 14 12 13 -12 23 16 26 -17 19 -19 -20 -18 -13 -6 -23 28 -9 -28 -10 -8
right_child=1 3 -4 -5 5 -7 7 15 25 -11 11 22 -14 -15 -16 17 21 18 20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-28.792373221848745 -1201.4888966957008 -3901.3283743262491 -1762.6078058067983 196.87543966382643 2410.2970957880439 -6482.2252054997116 -44697.162803071122 8308.933447730853 525.18786878455592 -35736.114254623542 268103.31291666668 54026.634957806935 -14495.589805349993 -12708.411766581634 5101.8930785380289 53788.807581866015 53349.869724428107 22228.702870617133 4219.4197557865755 216601.05962009804 -77705.284438961986 129618.19212364784 -71398.680640243911 149239.64827957153 -41582.92842261905 18487.933705185536 43221.468208488091 238871.14899088541 -28546.873792478968 64872.537319187977
leaf_weight=3436249 13563 31405 28845 532323 46 4009 58 879 15599 823 30 1123 398 49 2271 526 373 963 939 51 171 312 41 64 21 1711 122 24 651 165
leaf_count=3436249 13563 31405 28845 532323 46 4009 58 879 15599 823 30 1123 398 49 2271 526 373 963 939 51 171 312 41 64 21 1711 122 24 651 165
internal_value=0 155.183 1580.15 -31.4334 3723.71 5849.83 7653.53 19881.6 4634.74 -20362.6 20050.8 36194.8 3461.51 93929 8924.24 29490.3 44931.6 19403.9 10888.6 32004.8 -8401.41 84231.1 49608.7 87838.3 118822 1182.63 17862.9 75383.1 -639.484 36374.6
internal_weight=0 637555 73827 563728 44982 31419 27410 5427 21983 1046 4022 1641 477 79 2381 4381 1731 2650 2124 1014 1110 706 1164 110 333 17961 1025 146 16250 223
internal_count=4073804 637555 73827 563728 44982 31419 27410 5427 21983 1046 4022 1641 477 79 2381 4381 1731 2650 2124 1014 1110 706 1164 110 333 17961 1025 146 16250 223
is_linear=0
shrinkage=0.1


Tree=1831
num_leaves=31
num_cat=0
split_feature=2 3 0 0 1 6 4 0 2 0 6 6 1 1 0 5 4 0 0 1 6 1 4 6 0 1 6 1 7 6
split_gain=1.9058e+12 9.84391e+12 4.59152e+13 3.68272e+13 3.48905e+13 3.27224e+13 3.47306e+13 4.23493e+13 4.14937e+13 5.02289e+13 6.79722e+13 4.594e+13 4.99644e+13 5.02375e+13 5.44794e+13 4.90566e+13 6.52897e+13 4.04733e+13 6.11835e+13 5.9592e+13 3.90438e+13 5.2446e+13 4.9179e+13 4.25399e+13 3.81304e+13 3.78359e+13 3.41487e+13 6.80516e+13 8.266e+13 3.3883e+13
threshold=3338.0000000000005 1.5000000000000002 55.883833400000007 43.472751400000007 40.024897700000004 73.00500000000001 10.500000000000002 60.05226170000001 75.000000000000014 55.910578700000009 75.605000000000004 98.020000000000024 39.939672500000007 30.084656550000002 59.898927250000007 1.5000000000000002 5.5000000000000009 59.990753350000013 59.856552950000008 30.452677500000004 110.01500000000001 30.345769800000003 6.5000000000000009 116.05000000000001 57.670849000000011 37.873748150000004 116.05000000000001 39.803839700000005 6.0000000000000009 112.00500000000001
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 -1 -4 8 -8 -7 10 -10 15 13 14 -13 16 -11 18 19 -15 22 23 -20 -22 26 -17 -21 -28 -29 -14
right_child=-2 -3 5 -5 -6 6 7 -9 9 11 -12 12 29 17 -16 25 -18 -19 20 24 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=24394.363000067351 82.163227893398073 -127.42086785561388 -796.85676800494321 1256.7309306143527 -10795.490547129873 78431.150751201931 3530.5480842607149 123460.19006835937 77789.264467592599 -1246.3629211425782 -96349.410367838544 94220.053227306562 9317.1718704841041 98708.241639722299 -85646.255920553769 -24780.417521921692 166893.11341911764 70505.858307990769 -70340.280487437311 1233.6182193921961 77000.94631138393 98721.567102272733 60376.56645089286 -51606.316480750647 -56836.268760102372 -7152.1613552683812 13465.481477219988 226237.56011904764 -20766.374843750003 -48391.854822716348
leaf_weight=1247 1667517 2145718 69556 181013 364 52 1588 30 27 72 132 21 173 119 85 2467 34 149 162 184 35 55 35 97 58 2404 101 42 20 247
leaf_count=1247 1667517 2145718 69556 181013 364 52 1588 30 27 72 132 21 173 119 85 2467 34 149 162 184 35 55 35 97 58 2404 101 42 20 247
internal_value=0 -56.9378 523.472 1390.7 16443.3 -1508.42 -7408.27 5754.21 -10553.6 -11242.3 -66778.7 -9896.18 4942.22 15618.6 -50012.4 -14615.7 52685.2 22200.3 14273.6 36495.1 -16049.6 16678.6 -47116.5 -17505.9 18215.2 -16080.3 30759.8 64090 146559 -24621.2
internal_weight=0 2.40629e+06 260569 182624 1611 77945 8389 1618 6771 6719 159 6560 1583 1163 106 4977 106 1057 908 524 384 187 197 132 405 4871 347 163 62 420
internal_count=4073804 2406287 260569 182624 1611 77945 8389 1618 6771 6719 159 6560 1583 1163 106 4977 106 1057 908 524 384 187 197 132 405 4871 347 163 62 420
is_linear=0
shrinkage=0.1


Tree=1832
num_leaves=31
num_cat=0
split_feature=4 5 6 0 3 6 6 1 0 0 1 1 5 6 1 4 1 1 0 3 0 0 2 1 6 2 0 0 0 6
split_gain=1.88307e+12 2.12511e+13 6.43224e+13 3.7192e+13 5.83862e+13 5.11641e+13 3.4257e+13 4.37775e+13 4.12735e+13 6.80425e+13 5.20917e+13 5.94199e+13 1.02813e+14 5.5148e+13 4.42825e+13 7.45565e+13 7.98119e+13 1.19974e+14 1.68608e+14 1.44013e+14 6.6865e+13 1.04572e+14 7.37295e+13 7.95386e+13 6.25301e+13 6.07314e+13 9.0173e+13 9.3179e+13 7.16816e+13 6.53743e+13
threshold=16.500000000000004 2.5000000000000004 68.515000000000015 45.073441650000007 10.500000000000002 60.305000000000007 60.305000000000007 30.260128500000004 59.898927250000007 59.882709350000006 30.362494150000003 30.410676000000006 1.5000000000000002 89.00500000000001 37.517483500000004 21.500000000000004 37.488790500000007 37.475446350000006 55.676890650000011 3.5000000000000004 55.883833400000007 55.897267000000006 75.000000000000014 37.425454150000007 65.410000000000011 75.000000000000014 55.866549750000011 55.806294650000005 59.856552950000008 79.710000000000022
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 6 3 4 5 -3 -2 -8 9 14 13 12 -12 -11 15 25 17 20 -19 -20 22 -22 23 -17 -18 -9 27 -27 -28 -30
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 11 -13 -14 -15 -16 16 24 18 19 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-36.88572508170251 228.39096835420756 -47410.422857168691 468.20337184803986 5895.570043946097 58940.391134401929 32184.887374893111 -11023.997346691094 -24453.286634141055 5312.8960023284462 -6220.5659700640517 -61020.731407131105 -26818.809300187208 -282053.15250000003 144884.54993990387 -627.46029794311585 23686.364366601189 4280.4541113508885 172232.2179615543 176290.79611672796 -6070.5334603658539 75670.50057776543 6967.9190385299216 -17350.13831550636 -10206.566584925498 -44731.184007212476 -1717.4717070604411 -22475.529093052126 47124.06056974642 37649.020062161377 -124328.35850694445
leaf_weight=3147398 608162 135 153300 17258 341 201 4647 2808 9211 340 133 580 25 26 112009 1295 429 95 51 287 239 3034 2834 1488 662 2760 3251 455 323 27
leaf_count=3147398 608162 135 153300 17258 341 201 4647 2808 9211 340 133 580 25 26 112009 1295 429 95 51 287 239 3034 2834 1488 662 2760 3251 455 323 27
internal_value=0 125.317 1131.13 6797.5 29789.4 204.629 -102.751 -1472.65 -1160.88 -1608.71 -26331.5 -41628.7 -95994.2 4513.68 -1402.02 -5731.65 132.227 3126.97 54528.1 21445.5 623.408 11984.7 -5996.76 5564.67 -25459 -12076.9 -6978.13 5194.78 -17846.2 25153.6
internal_weight=0 926406 171235 17935 677 336 755171 147009 142362 133151 1104 738 158 366 132047 20038 10414 9323 433 338 8890 3273 5617 2783 1091 9624 6816 3215 3601 350
internal_count=4073804 926406 171235 17935 677 336 755171 147009 142362 133151 1104 738 158 366 132047 20038 10414 9323 433 338 8890 3273 5617 2783 1091 9624 6816 3215 3601 350
is_linear=0
shrinkage=0.1


Tree=1833
num_leaves=31
num_cat=0
split_feature=6 3 1 1 0 1 2 1 3 0 0 5 1 3 1 4 1 3 0 6 0 0 0 1 6 1 1 3 6 3
split_gain=1.78369e+12 1.21049e+13 1.48276e+13 3.75101e+13 1.90511e+13 2.68619e+13 1.79197e+13 1.47446e+13 1.38774e+13 4.43974e+13 4.36743e+13 3.5109e+13 2.67302e+13 7.23468e+13 4.23454e+13 8.96233e+13 4.40841e+13 2.2277e+13 3.58344e+13 3.08883e+13 2.21644e+13 1.91119e+13 1.82099e+13 2.53227e+13 1.59894e+13 1.45576e+13 1.6493e+13 5.13273e+13 4.25504e+13 1.64664e+13
threshold=142.05000000000004 22.500000000000004 39.029038350000008 38.948208550000011 51.567244500000008 49.176406850000006 3062.5000000000005 37.401708450000008 17.500000000000004 56.850115550000005 56.802121050000004 4.5000000000000009 55.90712030000001 20.500000000000004 39.735861600000007 21.500000000000004 39.366401150000009 20.500000000000004 45.059854000000009 168.45000000000002 45.029425500000009 59.764576050000009 45.015054600000006 38.958307950000012 168.45000000000002 38.97264950000001 38.965413050000002 11.500000000000002 156.15000000000003 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 8 3 7 -4 -6 -7 -3 25 10 11 12 14 -14 16 -16 17 19 20 -10 -19 -11 -13 -24 -17 26 29 28 -28 -2
right_child=1 2 4 -5 5 6 -8 -9 9 21 -12 22 13 -15 15 24 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.6825368311519879 3997.0904411551719 -84916.957403273816 43743.242923859631 -153631.20919471156 -102249.96117424243 81627.979613095245 -13493.674887751436 14094.37763856132 64936.094328125 -145623.20773809525 139448.09317708336 43508.203690732764 -124164.06632401317 43412.752822265626 225306.31866319446 67875.042491319458 -91756.818085937513 64960.851190476191 5712.2604149070949 -44140.480034722226 207056.55923913047 -26752.145672286188 -141621.69193892047 -22194.824371603263 -37499.2734375 -2700.4858317543094 -118180.15204326923 111694.8520415684 66467.912304687503 -22526.921333796807
leaf_weight=4053505 4821 21 62 26 33 21 348 53 50 21 30 29 38 80 36 36 30 21 37 54 23 38 22 92 24 13904 26 53 24 246
leaf_count=4053505 4821 21 62 26 33 21 348 53 50 21 30 29 38 80 36 36 30 21 37 54 23 38 22 92 24 13904 26 53 24 246
internal_value=0 -935.055 -15380.2 -50306.7 -7852.97 -15810.6 -8080.25 -14003.4 -522.232 13722.5 21836 15667.5 29971.3 -10552.7 45346.9 100568 20690 38924.6 78244.8 8300.18 139238 -69062.2 -27243.8 -45242.1 25725.3 -1015.88 3514.65 43129.8 -29549.1 2709.36
internal_weight=0 20299 564 100 464 402 369 74 19735 661 602 572 429 118 311 96 215 185 81 104 44 59 143 114 60 19074 5170 103 50 5067
internal_count=4073804 20299 564 100 464 402 369 74 19735 661 602 572 429 118 311 96 215 185 81 104 44 59 143 114 60 19074 5170 103 50 5067
is_linear=0
shrinkage=0.1


Tree=1834
num_leaves=31
num_cat=0
split_feature=6 5 6 0 0 1 1 0 3 4 4 0 6 6 0 0 0 1 1 3 4 4 6 6 2 1 0 6 0 0
split_gain=1.83677e+12 2.5639e+13 2.77105e+13 3.11041e+13 6.19093e+13 5.51507e+13 6.0067e+13 9.11253e+13 5.82774e+13 4.84954e+13 3.8726e+13 3.82527e+13 3.76049e+13 4.57085e+13 3.66767e+13 3.18957e+13 7.51824e+13 7.49763e+13 5.02095e+13 4.35709e+13 4.05333e+13 3.81903e+13 3.63542e+13 3.06455e+13 4.08992e+13 6.89053e+13 1.01116e+14 5.17099e+13 4.82947e+13 6.63501e+13
threshold=77.010000000000005 2.5000000000000004 125.02000000000002 45.07004340000001 45.053967500000006 39.008519500000006 38.989878900000008 45.059854000000009 7.5000000000000009 11.500000000000002 5.5000000000000009 45.059854000000009 108.05000000000001 116.05000000000001 45.047736150000013 47.207933300000008 47.22829500000001 39.033214400000013 39.723160900000003 16.500000000000004 18.500000000000004 3.5000000000000004 84.00500000000001 80.720000000000013 75.000000000000014 37.768783500000005 55.775215600000003 78.010000000000005 56.288960650000007 56.128722100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 -9 12 -6 14 -14 -2 17 19 21 20 22 -19 -5 -17 24 25 26 -18 -28 29 -26
right_child=1 -3 -4 15 5 -7 7 9 -10 -11 -12 -13 13 -15 -16 16 23 18 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-24.502940682727221 -19266.188164362258 453.81390882511687 8832.8955954356097 24617.133748525943 -12186.177429017025 -8635.2228821281369 291025.52291666664 159409.39189814817 95488.117505580361 12128.470389122596 1519.9368773504793 31584.614716784406 119097.52588541666 -34528.963924632357 113719.71629464287 20678.611678732967 -16509.489141501665 76495.385738548139 -16725.255376248748 -74773.217939157199 -21630.558395010969 -38643.636650839617 78586.046970388285 -5591.1030437075906 -4181.2680497772371 122716.86944304436 -7802.1229771205362 77617.099103069311 6422.7571867563165 -47266.21323300316
leaf_weight=3595075 1666 421445 2350 106 268 508 27 27 35 130 10803 783 45 34 21 266 479 161 222 33 57 957 183 25840 6568 62 98 256 4921 378
leaf_count=3595075 1666 421445 2350 106 268 508 27 27 35 130 10803 783 45 34 21 266 479 161 222 33 57 957 183 25840 6568 62 98 256 4921 378
internal_value=0 184.008 -1800.99 -2255.89 1746.33 19211.9 30350.7 77993.3 180642 37457 -724.328 20423.3 -14453 52979.8 -17610.8 -3670.62 -3120.89 -17965.9 16749.6 36129.1 50838.6 -32335.4 44280.1 -3610.98 398.289 21012 13442.2 53970 -1156.38 -6525.94
internal_weight=0 478729 57284 54934 14347 1778 1270 219 62 157 12569 1051 1766 79 1687 40587 39084 1503 440 482 218 1063 449 38602 12762 895 833 354 11867 6946
internal_count=4073804 478729 57284 54934 14347 1778 1270 219 62 157 12569 1051 1766 79 1687 40587 39084 1503 440 482 218 1063 449 38602 12762 895 833 354 11867 6946
is_linear=0
shrinkage=0.1


Tree=1835
num_leaves=31
num_cat=0
split_feature=6 0 0 7 4 6 6 5 3 0 0 1 4 3 4 1 1 0 4 3 6 1 1 0 1 4 6 6 1 1
split_gain=1.96293e+12 7.93952e+12 5.02026e+13 3.33379e+13 8.34408e+13 4.42751e+13 2.65314e+13 2.5134e+13 2.36737e+13 2.44464e+13 2.22301e+13 2.17493e+13 2.13715e+13 7.27226e+13 5.13657e+13 3.29346e+13 3.06189e+13 1.9461e+13 2.51931e+13 1.9876e+13 2.05249e+13 1.86204e+13 1.81828e+13 4.83428e+13 2.54669e+13 2.34935e+13 6.47797e+13 1.45814e+14 1.80091e+13 1.78812e+13
threshold=102.04000000000001 59.990753350000013 60.002985000000002 6.0000000000000009 16.500000000000004 118.04500000000002 112.00500000000001 4.5000000000000009 22.500000000000004 60.042359000000012 60.05226170000001 30.362494150000003 11.500000000000002 3.5000000000000004 14.500000000000002 30.242318500000007 30.205407000000005 60.064438250000002 25.500000000000004 2.5000000000000004 105.00500000000001 30.323041000000003 30.389265100000003 60.028671700000011 30.370944000000005 4.5000000000000009 156.15000000000003 122.65000000000002 30.370944000000005 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -10 22 12 13 -3 -14 16 -16 18 19 20 21 -4 24 -24 25 26 27 -8 -9 -21
right_child=1 2 6 4 5 -7 10 28 9 -11 -12 -13 14 -15 15 -17 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.416681431797599 -236.85288460973788 -52536.579662459939 10688.385262784092 2371.2128192608175 -100826.63976814516 -288884.18225446431 83285.607404119335 -111172.45379464288 106815.32892857143 -25900.717221467392 -6708.6122616136117 -114470.42436735735 -150142.36580729167 158695.91925223215 -2855.4669833096596 31754.995581317206 -131413.86413879396 6242.2728577187463 42559.045013427734 -49767.387142848973 54101.497001201933 -105682.22859375 33550.314299242425 -155309.2820482337 112115.51493389423 15120.237434276103 80607.63616071429 -260742.58309151788 -14047.205725446429 -18389.2986365625
leaf_weight=3966508 102543 39 44 52 31 21 22 42 35 23 1031 23 30 28 44 93 32 463 64 256 65 20 33 23 26 1497 28 28 35 625
leaf_count=3966508 102543 39 44 52 31 21 22 42 35 23 1031 23 30 28 44 93 32 463 64 256 65 20 33 23 26 1497 28 28 35 625
internal_value=0 -422.051 -4417.58 -38649.1 -87200.9 -176773 -1332.04 -11222.9 -8529 54186.6 4820.3 -21177.2 -13110.5 35739.7 -29557.5 -8151.89 -56985.3 -10895.6 -18283.7 -22139.1 14521.3 -25677.4 11993.7 -44017 13952.8 12332.4 -41173 -109370 -67024.6 -27507.1
internal_weight=0 107296 4753 393 104 52 4360 1672 1595 58 2688 289 266 67 199 169 76 1537 1074 1010 129 64 1657 56 1601 1575 78 50 77 881
internal_count=4073804 107296 4753 393 104 52 4360 1672 1595 58 2688 289 266 67 199 169 76 1537 1074 1010 129 64 1657 56 1601 1575 78 50 77 881
is_linear=0
shrinkage=0.1


Tree=1836
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 0 0 0 0 0 1 1 4 0 3 4 2 0 3 3 2 2 0 4 0 2 3 0 3 6
split_gain=1.80144e+12 1.26239e+13 1.29069e+13 3.59673e+13 4.14549e+13 2.60971e+13 3.32613e+13 3.48315e+13 3.77026e+13 3.24851e+13 3.16344e+13 5.01906e+13 2.69293e+13 2.14243e+13 2.44865e+13 2.44916e+13 4.57203e+13 2.38462e+13 2.11548e+13 3.46476e+13 2.99321e+13 4.77441e+13 1.77621e+13 1.52603e+13 1.42373e+13 2.215e+13 2.39958e+13 3.27787e+13 3.80829e+13 2.14646e+13
threshold=110.01500000000001 3.5000000000000004 112.00500000000001 82.825258850000026 82.911604200000014 60.034792100000011 59.848366150000011 59.905532300000012 59.933037250000005 60.064438250000002 37.290808600000013 37.46219940000001 11.500000000000002 45.059854000000009 1.5000000000000002 17.500000000000004 2882.5000000000005 45.029425500000009 10.500000000000002 15.500000000000002 3930.5000000000005 2691.5000000000005 55.039488700000007 15.500000000000002 60.002985000000002 3338.0000000000005 2.5000000000000004 61.78914120000001 3.5000000000000004 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -7 23 12 -12 14 -13 16 17 -16 -15 20 21 -20 -6 -3 -4 -26 -27 28 -28 -30
right_child=1 2 24 4 22 9 7 8 -10 -11 11 13 -14 18 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=9.022773728299585 -1722.0624149035773 -30897.546454845608 110.83252778282932 161915.13671177457 57356.62650576637 -165278.36498046876 141329.11313634072 -60287.488601762831 51525.411034421995 -5516.0081250000003 181793.93623511906 -53758.246454326931 46851.934703125007 -16640.426588255428 226244.61502976192 -18161.880698529414 -2757.42906765408 84162.738802083346 36307.888802083333 -48615.392082134051 -28940.20210597826 226038.14047619049 -6867.9300888270554 -120832.25570652174 23480.64189618644 -37728.363748972042 60603.382301682694 59092.910135904945 103.77075266077898 -78215.989776009577
leaf_weight=4000160 39060 105 32018 28 105 20 31 39 133 35 21 26 50 552 21 34 36 27 36 38 23 21 73 23 649 152 52 96 69 71
leaf_count=4000160 39060 105 32018 28 105 20 31 39 133 35 21 26 50 552 21 34 36 27 36 38 23 21 73 23 649 152 52 96 69 71
internal_value=0 -490.095 901.319 10047.6 48809.3 3765.17 6812.63 43758 26172.5 -63611.4 -591.027 6129.58 86764.4 -903.679 34090.6 53447.1 82431.7 146324 -8424.84 30007.4 67353.3 106209 31017.3 -47057.7 493.279 11737.7 -5583.16 11382.4 -12472.9 -39615.5
internal_weight=0 73644 34584 1477 206 1271 1216 203 172 55 1013 885 71 814 144 118 84 48 670 118 80 57 178 128 33107 1089 440 288 192 140
internal_count=4073804 73644 34584 1477 206 1271 1216 203 172 55 1013 885 71 814 144 118 84 48 670 118 80 57 178 128 33107 1089 440 288 192 140
is_linear=0
shrinkage=0.1


Tree=1837
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 5 6 6 1 4 6 1 4 4 7 4 5 1 4 4 4 5 6 0 6 4 4 3 0 1
split_gain=1.77635e+12 2.08077e+13 2.58695e+13 4.73198e+13 1.22462e+14 1.27236e+14 8.55497e+13 8.48646e+13 7.84824e+13 6.82167e+13 7.95818e+13 5.82666e+13 9.66387e+13 9.44821e+13 6.63747e+13 5.71907e+13 5.43287e+13 5.25144e+13 7.30697e+13 5.87162e+13 4.47096e+13 4.43182e+13 4.1514e+13 3.9865e+13 7.15505e+13 1.15201e+14 7.39916e+13 8.47066e+13 6.91977e+13 8.30959e+13
threshold=77.010000000000005 2.5000000000000004 59.905532300000012 59.856552950000008 30.315889700000003 4.5000000000000009 81.705000000000013 83.820000000000007 30.157841000000001 5.5000000000000009 106.49500000000002 30.205407000000005 17.500000000000004 18.500000000000004 6.0000000000000009 23.500000000000004 3.5000000000000004 30.472130500000002 21.500000000000004 17.500000000000004 9.5000000000000018 3.5000000000000004 105.00500000000001 59.950512650000007 80.720000000000013 6.5000000000000009 5.5000000000000009 4.5000000000000009 59.933037250000005 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 17 22 10 -9 12 -10 -14 -13 16 -11 18 19 -8 -6 -17 -5 24 25 26 -4 -28 29 -27
right_child=1 2 23 4 5 -7 7 9 11 15 -12 14 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-24.09659029118361 -1607.2640217080643 340.99086859494514 50537.29931055304 -8570.5016631084945 2353.6513313802084 -132171.23658465486 -42425.808123289236 -26600.403233816964 -101519.54088459701 10505.661618709462 -217336.49262500001 -3771.159145554464 116574.70748000374 -41280.772463191111 -43836.358336093865 -13657.678631904266 59932.044786198428 38260.125730846776 -114791.01385489512 124224.58675 55106.381982290011 -120245.92350694444 42120.306755736718 687.41382826530105 4963.2059403975745 151891.64643640351 210258.3928079044 -1959.1694110576923 -14735.608075284959 22628.799598717324
leaf_weight=3595075 57284 379672 317 736 240 67 137 175 278 1838 25 942 42 390 737 293 253 62 143 25 486 45 207 23386 9896 57 68 26 512 390
leaf_count=3595075 57284 379672 317 736 240 67 137 175 278 1838 25 942 42 390 737 293 253 62 143 25 486 45 207 23386 9896 57 68 26 512 390
internal_value=0 180.956 424.016 189.513 -7886.85 4410.76 6869.38 -593.706 -21871.1 5694.55 -50442.4 -31513.4 -55529.3 -25933.7 -21357.8 10316.8 16486 -45639.5 -62694.5 -16708.2 37667.5 -27848.4 2556.75 3041.59 7928.39 29347 73642.2 151560 10363.3 39112
internal_weight=0 478729 421445 386793 7121 3789 3722 2996 3332 2629 200 2389 710 432 1679 2429 2091 367 305 162 726 338 943 34652 11266 1370 411 94 959 447
internal_count=4073804 478729 421445 386793 7121 3789 3722 2996 3332 2629 200 2389 710 432 1679 2429 2091 367 305 162 726 338 943 34652 11266 1370 411 94 959 447
is_linear=0
shrinkage=0.1


Tree=1838
num_leaves=31
num_cat=0
split_feature=5 2 0 4 6 4 3 2 6 3 0 2 4 0 4 6 1 4 0 0 6 3 2 1 0 5 0 3 0 7
split_gain=1.74609e+12 2.22775e+13 2.41059e+13 3.51205e+13 1.86975e+13 1.28557e+13 1.07681e+13 1.00183e+13 9.09685e+12 1.41625e+13 8.44261e+12 8.21464e+12 2.04125e+13 3.41908e+13 1.38986e+13 3.17156e+13 2.01354e+13 9.55634e+12 8.89736e+12 7.71929e+12 2.18084e+13 2.32773e+12 1.74399e+12 1.20992e+13 1.45497e+13 1.73195e+13 1.22024e+13 1.08374e+13 1.06877e+13 1.27635e+13
threshold=6.5000000000000009 2828.5000000000005 55.418618900000006 7.5000000000000009 138.05000000000004 11.500000000000002 9.5000000000000018 9651.0000000000018 189.00000000000003 4.5000000000000009 59.933037250000005 3999.0000000000005 7.5000000000000009 53.244414800000008 5.5000000000000009 247.90000000000001 49.176406850000006 3.5000000000000004 53.310923100000004 45.063245050000006 189.00000000000003 2.5000000000000004 11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 44.249882500000005 8.5000000000000018 43.472751400000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 -2 4 21 -5 7 11 9 -6 -10 14 13 -13 15 17 19 -3 -14 -16 -21 -4 -1 26 27 -26 -24 28 29 -25
right_child=1 6 3 5 8 -7 -8 -9 10 -11 -12 12 18 -15 16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-3.1454774171983244 110011.41435546876 -51056.982031250001 63890.46691138859 -116628.74850260418 -43923.471302286787 -21037.652975643385 -82085.429314313631 -83797.180654761905 71634.189148667283 56235.408515625008 -4917.5113125000007 131458.53501157407 -86232.502539062509 -41048.489218750008 -15357.321968750002 45099.069010416672 -70400.87158426558 -128340.31330566407 6963.6259300595239 -7800.3720815805282 129213.3965122768 110974.28125 -14296.798894319696 -2004.1350627561326 2077.1562607745122 14209.06926834202 4912.473235184646 -16561.18777064903 -33881.045553689473 7284.8364452258165
leaf_weight=4058626 25 32 21 24 48 34 28 21 34 20 25 27 20 20 25 24 28 32 21 26 21 21 944 5273 3563 1757 509 408 91 2056
leaf_count=4058626 25 32 21 24 48 34 28 21 34 20 25 27 20 20 25 24 28 32 21 26 21 21 944 5273 3563 1757 509 408 91 2056
internal_value=0 -5500.65 16813.8 6549.76 29592.7 -60592.6 -22802.9 -17214 10464.6 -14465 39197 -12147.9 13068.1 58051.3 -23951.2 -52935.6 1555.14 -89698.6 -38497.9 29538 53418.5 87432.4 0.779204 1091.72 2048.67 6083.88 -7567.6 -693.705 178.793 601.695
internal_weight=0 577 252 227 169 58 325 297 127 68 59 276 88 47 188 88 100 64 41 72 47 42 4.07323e+06 14601 13148 5320 1453 7828 7420 7329
internal_count=4073804 577 252 227 169 58 325 297 127 68 59 276 88 47 188 88 100 64 41 72 47 42 4073227 14601 13148 5320 1453 7828 7420 7329
is_linear=0
shrinkage=0.1


Tree=1839
num_leaves=31
num_cat=0
split_feature=1 3 6 5 5 6 6 6 4 4 0 6 3 6 3 6 0 6 3 4 4 6 4 7 6 4 5 5 6 4
split_gain=1.73037e+12 7.48539e+12 1.60903e+13 3.52108e+13 1.76227e+13 1.98562e+13 4.15934e+13 1.07959e+14 2.15355e+13 1.91513e+13 1.57159e+13 1.49343e+13 2.42358e+13 1.26132e+13 1.23653e+13 2.83194e+13 1.15277e+13 2.24367e+13 2.9566e+13 2.17907e+13 5.6354e+13 1.42121e+13 2.08055e+13 4.81825e+13 2.90907e+13 2.25343e+13 1.70524e+13 1.56644e+13 2.01847e+13 3.78936e+13
threshold=20.507515800000004 3.5000000000000004 168.45000000000002 4.5000000000000009 2.5000000000000004 81.02500000000002 85.020000000000024 84.00500000000001 4.5000000000000009 5.5000000000000009 54.724612400000005 168.45000000000002 2.5000000000000004 93.050000000000011 5.5000000000000009 149.05000000000004 54.724612400000005 138.05000000000004 9.5000000000000018 12.500000000000002 9.5000000000000018 92.02500000000002 9.5000000000000018 6.0000000000000009 101.02000000000002 13.500000000000002 3.5000000000000004 3.5000000000000004 84.810000000000016 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 11 4 -4 5 -3 7 -7 -8 -10 13 -1 -13 -11 15 -6 17 21 -19 20 -18 27 26 25 -25 -24 -23 28 -16 -30
right_child=-2 2 3 -5 14 6 8 -9 9 10 -12 12 -14 -15 16 -17 19 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=3762.5541720614101 -4.6071165533606493 300.70293101500846 110489.30470753205 -32292.88246125252 -13222.011017163293 19690.682710830482 90302.802698863641 264173.82682291669 -80349.134821428568 -3523.9443397671566 -57534.977057291675 -132181.38184523812 18009.05565518466 77358.535887096776 -12744.434982592235 -99993.522435897437 19271.362387523714 -9119.1874574603462 94661.08726728725 80365.304966517855 -100409.67629340279 -94067.446733940975 -19494.048916330645 -7430.8054687500007 131830.78910156252 -110889.54226973683 -2097.3010602678573 -85217.220991847833 52109.959422881846 -78167.315162037034
leaf_weight=7474 4053548 9917 39 31 1057 73 22 24 35 51 30 21 22 31 407 39 313 66 47 42 45 72 93 30 30 38 28 23 129 27
leaf_count=7474 4053548 9917 39 31 1057 73 22 24 35 51 30 21 22 31 407 39 313 66 47 42 45 72 93 30 30 38 28 23 129 27
internal_value=0 921.957 -554.718 47257.2 -818.893 1023.91 27986.4 80181.4 -1971.68 -15781.5 4395.93 3424.47 -55339.8 27053.6 -8367.26 -16309.7 -2104.75 -7893.37 34046.1 12222.1 4227.66 -13297.2 -31362 -12014.4 62200 -46005.7 -68315.8 -4326.47 -1021.88 29562
internal_weight=0 20256 12739 70 12669 10183 266 97 169 147 112 7517 43 82 2486 1096 1390 990 113 400 358 877 291 191 60 131 100 586 563 156
internal_count=4073804 20256 12739 70 12669 10183 266 97 169 147 112 7517 43 82 2486 1096 1390 990 113 400 358 877 291 191 60 131 100 586 563 156
is_linear=0
shrinkage=0.1


Tree=1840
num_leaves=31
num_cat=0
split_feature=6 0 0 0 6 2 1 1 3 1 3 3 3 0 0 5 1 3 1 4 1 3 6 0 0 0 0 1 4 7
split_gain=1.71756e+12 1.04665e+13 2.09119e+13 1.51602e+13 2.26162e+13 2.53274e+13 1.64936e+13 4.94097e+13 2.17235e+13 1.71854e+13 1.61034e+13 1.03714e+13 1.24943e+13 3.14152e+13 3.53447e+13 2.83826e+13 2.16791e+13 5.8568e+13 3.43022e+13 7.25704e+13 3.6072e+13 2.06587e+13 2.64694e+13 2.49494e+13 1.79508e+13 1.70239e+13 1.4828e+13 2.05454e+13 1.4589e+13 1.19118e+13
threshold=142.05000000000004 60.034792100000011 60.028671700000011 60.042359000000012 189.00000000000003 3338.0000000000005 30.157841000000001 30.362494150000003 5.5000000000000009 65.64204770000002 2.5000000000000004 22.500000000000004 17.500000000000004 56.850115550000005 56.802121050000004 4.5000000000000009 55.90712030000001 20.500000000000004 39.735861600000007 21.500000000000004 39.178027400000005 20.500000000000004 168.45000000000002 45.059854000000009 45.029425500000009 59.764576050000009 45.015054600000006 38.958307950000012 23.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 -8 9 10 -9 12 -2 14 15 16 18 -18 20 -20 21 22 -14 24 -23 -15 -17 -28 -21 -13
right_child=1 3 -4 4 5 -7 7 8 -10 -11 -12 29 13 25 -16 26 17 -19 19 28 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5949152983097825 -796.15759115322044 -97173.848206676135 82844.992500000008 -83343.714585367838 98662.707270665327 -2078.6377824783326 98068.24380040323 -81915.95116234757 -88922.648983028019 51209.984973958337 5190.4012961647732 -28811.905612424122 60350.437809244788 -131135.86517857143 125464.62167968751 39374.322851562501 -111743.86460731908 39032.868251953121 202765.5859375 74155.20902478449 -72708.464084201391 58494.671577380948 -42628.800512225811 12208.478085937501 186372.4597826087 -13742.197812500001 -127525.625 -19952.225373641308 -24520.041456653227 409.76722102573945
leaf_weight=4053505 18625 22 30 48 31 128 31 41 58 30 44 278 48 21 30 29 38 80 36 29 36 21 52 35 23 30 22 92 31 280
leaf_count=4053505 18625 22 30 48 31 128 31 41 58 30 44 278 48 21 30 29 38 80 36 29 36 21 52 35 23 30 22 92 31 280
internal_value=0 -917.558 -582.321 -16298.2 -11969.1 17562.8 -30602.3 -18192.5 -39025.4 -13859.8 -36825.6 -708.496 -319.471 13276.7 19660.8 14111.6 26972.4 -9522.35 40819.3 90520.2 18627.3 36996.5 6801.23 75218.4 125340 -62080.8 -24470.7 -40712 23173 -14148.7
internal_weight=0 20299 19866 433 411 159 252 204 173 115 85 19836 19278 653 602 572 429 118 311 96 215 179 100 79 44 51 143 114 60 558
internal_count=4073804 20299 19866 433 411 159 252 204 173 115 85 19836 19278 653 602 572 429 118 311 96 215 179 100 79 44 51 143 114 60 558
is_linear=0
shrinkage=0.1


Tree=1841
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 3 6 0 1 2 3 6 0 4 4 0 1 4 7 1 0 4 1 4 6 0 6 4 3
split_gain=1.64296e+12 3.05313e+13 1.05391e+14 6.06838e+13 3.1856e+13 3.34388e+13 2.69679e+13 2.6711e+13 2.65462e+13 2.64224e+13 2.81e+13 3.19915e+13 2.63053e+13 2.49581e+13 2.98835e+13 2.33884e+13 2.26272e+13 1.69139e+14 5.49977e+13 7.31865e+13 7.65504e+13 5.79074e+13 5.65503e+13 6.79074e+13 9.75597e+13 8.7197e+13 8.02168e+13 6.15266e+13 5.76728e+13 5.60368e+13
threshold=56.760749800000006 56.385857200000011 25.500000000000004 30.500000000000004 15.500000000000002 47.800771000000005 6.5000000000000009 116.05000000000001 56.638205000000006 83.971434050000013 5444.0000000000009 4.5000000000000009 168.45000000000002 56.520242650000007 6.5000000000000009 1.5000000000000002 56.888401950000009 61.273924650000005 21.500000000000004 6.0000000000000009 60.516422150000004 56.850115550000005 15.500000000000002 52.419561900000012 16.500000000000004 87.015000000000015 56.802121050000004 85.020000000000024 18.500000000000004 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 -1 4 -4 7 6 -6 15 -7 10 11 13 -13 -9 -15 -3 17 18 19 22 21 -21 27 -24 25 -25 -26 -2 -28 -22
right_child=16 2 3 -5 5 8 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 29 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=10.001337507691792 1833.7827020483837 18754.090973663329 155115.70622667912 -3082.5583727384874 5332.9847734374998 -9789.3608344903059 139779.29874894427 -103477.2019921875 22460.623919309499 45016.644742838544 -101440.98228183964 -39201.4646241679 -149104.32639062501 31217.960582965352 -76001.296887600809 -2710.8535139710607 -111.41328609944793 -28146.506353209628 -2464.2828769521516 -3816.1652787623389 3758.6037132141255 10049.293227616727 -21746.580434916952 -5378.5650317965183 -5897.5705281675309 -36605.53368401523 7485.7376304032441 13629.483919857326 31219.233049894981 19340.797543819361
leaf_weight=3128637 77374 512 67 38 25 415 37 20 663 48 53 169 25 161 31 59374 729992 1936 27308 6821 3504 5394 1840 8112 3466 1005 3943 4690 1383 6761
leaf_count=3128637 77374 512 67 38 25 415 37 20 663 48 53 169 25 161 31 59374 729992 1936 27308 6821 3504 5394 1840 8112 3466 1005 3943 4690 1383 6761
internal_value=0 -33.4202 -2237.42 97863 -2408.23 14152.6 85567.1 -2720.84 10045.3 -25577.4 -32959.7 -24020.1 -53364.2 2832.58 13906.5 -2527.34 120.675 1224.14 1599.21 2491.99 7656.1 2306.66 1351.77 -3452.41 -1572.84 -8820.83 5943.07 2507.91 13648.6 14021.8
internal_weight=0 3.19028e+06 61638 105 61533 1140 62 60393 1078 507 459 406 194 212 192 59886 883529 153537 151601 124293 22480 12215 101813 19749 17909 9117 8792 82064 5326 10265
internal_count=4073804 3190275 61638 105 61533 1140 62 60393 1078 507 459 406 194 212 192 59886 883529 153537 151601 124293 22480 12215 101813 19749 17909 9117 8792 82064 5326 10265
is_linear=0
shrinkage=0.1


Tree=1842
num_leaves=31
num_cat=0
split_feature=1 0 4 6 6 4 3 0 4 6 6 4 6 4 5 6 3 6 2 6 6 6 6 6 6 0 3 3 7 5
split_gain=1.78578e+12 6.41262e+12 6.7857e+12 6.4922e+12 6.41048e+12 5.72655e+12 5.33976e+12 4.74697e+12 4.5807e+12 2.35897e+13 1.54259e+13 1.51172e+13 1.44524e+13 1.11587e+13 1.71165e+13 2.75066e+13 2.48455e+13 2.65862e+13 1.55886e+13 2.47865e+13 1.63586e+13 7.57982e+13 1.70974e+13 1.59514e+13 2.14583e+13 1.5128e+13 1.29819e+13 2.04023e+13 1.32635e+13 1.17981e+13
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 30.025000000000002 22.940000000000005 5.5000000000000009 3.5000000000000004 60.753246850000004 9.5000000000000018 142.05000000000004 110.01500000000001 15.500000000000002 120.05000000000001 15.500000000000002 2.5000000000000004 65.805000000000021 10.500000000000002 89.00500000000001 4829.0000000000009 53.995000000000012 75.605000000000004 74.615000000000009 61.425000000000004 47.420000000000009 48.410000000000004 50.556058150000005 4.5000000000000009 3.5000000000000004 6.0000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 10 13 12 -12 14 18 25 -17 -18 19 29 21 22 23 -20 -25 -16 27 -15 -29 -10
right_child=1 2 -4 8 5 -7 -8 -9 9 -11 11 -13 -14 26 15 16 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.3271933031489178 -4777.8877852277064 -1933.1355618990383 -78360.672321428574 1870.3450957610339 -2920.7147159164015 -27960.635071267294 20666.458310688409 -22890.033220165689 45825.533219134224 91506.106076388896 -53757.674459134614 -95626.223046875006 21540.3387578125 7825.9429260658117 -96602.500047144407 -4219.819254201504 -121936.7253700658 12502.730916341146 4850.2045360362563 110308.81390459614 29315.982444724057 -128424.50847981771 18807.026926930746 -61648.331335046794 -9776.0069812579495 -25824.394207279267 13165.925934831488 -81003.192850167412 10633.892524857954 -11400.285653409092
leaf_weight=4047600 205 26 21 20497 592 157 138 149 61 27 52 32 50 151 58 812 38 24 706 31 156 48 348 91 645 63 860 56 22 88
leaf_count=4047600 205 26 21 20497 592 157 138 149 61 27 52 32 50 151 58 812 38 24 706 31 156 48 348 91 645 63 860 56 22 88
internal_value=0 822.865 -36081.6 889.176 -6170.02 -10611.9 5459.2 -6936.14 1240.78 -1679.41 -2252.27 -35659.9 -16846.9 -1200.92 -4201.87 -15065.2 -8878.75 -69895.6 770.096 28953.9 -1774.08 -4412.85 -1087.39 -5888.54 -16189.6 -59751.1 7531.85 -13626.7 -55156.8 12027.7
internal_weight=0 26204 47 26157 1241 898 343 741 24916 4419 4392 134 102 4258 3169 995 874 62 2174 180 1994 1838 1790 1442 736 121 1089 229 78 149
internal_count=4073804 26204 47 26157 1241 898 343 741 24916 4419 4392 134 102 4258 3169 995 874 62 2174 180 1994 1838 1790 1442 736 121 1089 229 78 149
is_linear=0
shrinkage=0.1


Tree=1843
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 1 1 0 6 0 1 0 6 0 5 6 5 5 3 7 3 3 0 6 0 2 1 3 1
split_gain=1.7159e+12 1.2802e+13 4.25646e+13 4.31329e+13 7.68264e+13 9.84243e+13 4.16035e+13 9.30052e+13 1.50244e+14 4.90292e+13 5.66292e+13 1.67778e+14 4.74067e+13 6.58095e+13 5.2089e+13 8.99417e+13 5.67071e+13 4.65339e+13 4.5784e+13 4.53972e+13 4.45317e+13 4.44703e+13 4.12913e+13 5.11854e+13 4.36691e+13 8.44674e+13 6.11065e+13 5.25496e+13 5.87473e+13 4.9773e+13
threshold=5.5000000000000009 6.5000000000000009 40.024897700000004 40.965343750000009 44.249882500000005 43.687280500000007 30.205407000000005 30.157841000000001 59.990753350000013 39.810000000000009 43.687280500000007 39.625203600000013 54.73499850000001 100.05000000000001 54.724612400000005 1.5000000000000002 43.405000000000008 2.5000000000000004 4.5000000000000009 5.5000000000000009 6.0000000000000009 4.5000000000000009 1.5000000000000002 44.046956350000009 71.030000000000015 61.78914120000001 2599.0000000000005 30.242318500000007 3.5000000000000004 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -9 17 11 -11 13 14 15 16 -2 -8 -13 20 -16 -19 -12 -24 29 26 -26 28 -28 -25
right_child=1 -3 3 -5 -6 -7 9 8 -10 10 22 18 -14 -15 19 -17 -18 21 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=103.79154678543526 -9121.7768534757652 -5.7054122213648748 56060.777106584821 1305.9299142434334 1078.0974361096398 279215.4727701823 899.99123761643284 -38876.045992943546 257777.70976562501 246796.28097826091 -14411.39373312711 -26563.050661890011 -7270.4289333428869 74003.911454387635 71193.925572273656 -52210.578031188488 85569.155884009015 17289.102572737069 102192.90915178572 -71806.817358398446 -33308.141442123728 208367.34527529764 85958.259539794934 -56264.133388394723 19386.502881882257 193982.15210597828 222193.23700284094 -3077.300544188955 -6379.8599354619573 -5617.3927517096708
leaf_weight=1145099 147 2849416 112 28800 236 24 14145 31 38 23 3857 2020 1162 198 243 254 111 29 28 32 49 21 64 196 1626 23 22 6372 23 19403
leaf_count=1145099 147 2849416 112 28800 236 24 14145 31 38 23 3857 2020 1162 198 243 254 111 29 28 32 49 21 64 196 1626 23 22 6372 23 19403
internal_value=0 -40.5816 -1293.93 1742.94 35576.4 95441 -3061.63 10181.4 124498 -3688.47 -5767.24 -21786.4 6589.5 22165.2 9887.55 -9969.16 31617.3 1240.4 -24802.7 41266.1 53657.6 97542 -4716.91 -3368.45 -3575.1 2618.03 2070.8 -2316.82 105367 -6123.89
internal_weight=0 2.9287e+06 79289 29172 372 136 50117 2265 69 47852 33657 2071 2196 1034 836 512 258 14195 2048 324 292 50 31586 27729 27665 8066 8043 6417 45 19599
internal_count=4073804 2928705 79289 29172 372 136 50117 2265 69 47852 33657 2071 2196 1034 836 512 258 14195 2048 324 292 50 31586 27729 27665 8066 8043 6417 45 19599
is_linear=0
shrinkage=0.1


Tree=1844
num_leaves=31
num_cat=0
split_feature=6 1 1 3 3 4 4 7 5 7 6 4 3 6 0 6 1 1 7 0 4 1 1 3 5 4 0 0 4 3
split_gain=1.66963e+12 1.17037e+13 4.93512e+13 1.12434e+14 5.70404e+13 4.254e+13 4.18108e+13 4.10805e+13 3.21906e+13 4.99017e+13 4.45987e+13 5.44661e+13 4.13786e+13 4.11624e+13 3.42532e+13 4.05147e+13 4.82472e+13 1.0183e+14 7.4408e+13 6.4938e+13 4.13458e+13 7.93766e+13 7.467e+13 7.35221e+13 7.3271e+13 6.13016e+13 1.17301e+14 5.2088e+13 3.90221e+13 3.79735e+13
threshold=88.00500000000001 37.318079750000003 37.290808600000013 10.500000000000002 16.500000000000004 23.500000000000004 22.500000000000004 6.0000000000000009 1.5000000000000002 6.0000000000000009 168.45000000000002 5.5000000000000009 6.5000000000000009 114.05000000000001 54.724612400000005 91.02500000000002 30.323041000000003 30.330566300000005 6.0000000000000009 59.933037250000005 5.5000000000000009 30.345769800000003 30.362494150000003 1.5000000000000002 2.5000000000000004 6.5000000000000009 59.933037250000005 59.933037250000005 23.500000000000004 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 8 5 7 -4 -6 -5 9 10 13 -12 -13 -2 -10 16 -16 18 19 -18 21 -19 23 -22 -25 26 -24 28 -26 -21
right_child=1 -3 3 4 6 -7 -8 -9 14 -11 11 12 -14 -15 15 -17 17 20 -20 29 22 -23 25 24 27 -27 -28 -29 -30 -31
leaf_value=15.64762371876891 23444.190028346071 -612.14187702785819 -4529.0413579192755 138923.96968866605 -75377.144669117653 108945.7569419643 78237.638534628379 31921.681034757654 7046.9138768055727 -78027.641659740693 88971.291699218753 -188534.48363882213 -13340.500251116071 85812.210056455297 -2677.959723336071 -2363.7531237615503 47574.622844827594 -152234.84948601975 10882.930763561322 318643.21334134619 -118185.20081521739 -2949.7283950590754 -4152.8770559210525 -18939.105844907408 103305.49599997872 6429.3926655742407 274754.11653125001 40182.882443329785 233765.68515625002 137845.59740513394
leaf_weight=3844148 465 185105 589 134 34 35 37 49 6515 47 22 26 28 137 3054 30042 29 38 53 26 23 568 38 81 152 2124 25 132 27 21
leaf_count=3844148 465 185105 589 134 34 35 37 49 6515 47 22 26 28 137 3054 30042 29 38 53 26 23 568 38 81 152 2124 25 132 27 21
internal_value=0 -261.921 1193.21 24666.8 80755.7 1835.73 4675.63 110273 721.299 21617.2 28524.7 -43658.7 -97693.2 37637.6 368.558 -825.674 6404.33 14716.4 101829 165252 11213.4 -12310.8 16692.2 55580.5 65776 9312.79 106525 87840 122984 237861
internal_weight=0 229656 44551 878 254 624 71 183 43673 725 678 76 54 602 42948 36433 6391 3337 129 76 3208 606 2602 415 392 2187 63 311 179 47
internal_count=4073804 229656 44551 878 254 624 71 183 43673 725 678 76 54 602 42948 36433 6391 3337 129 76 3208 606 2602 415 392 2187 63 311 179 47
is_linear=0
shrinkage=0.1


Tree=1845
num_leaves=31
num_cat=0
split_feature=6 5 4 0 1 0 1 0 1 4 1 4 1 5 0 4 1 5 1 0 0 2 1 1 4 0 3 4 3 2
split_gain=1.70951e+12 4.0682e+12 3.27272e+13 2.59144e+13 3.2796e+13 2.44977e+13 3.62853e+13 7.4062e+13 3.56057e+13 2.91906e+13 4.12349e+13 2.78862e+13 3.94615e+13 2.56982e+13 2.15011e+13 2.06117e+13 3.24063e+13 2.2527e+13 2.66949e+13 2.24625e+13 2.03805e+13 6.0764e+13 2.01388e+13 3.2152e+13 3.61536e+13 3.79763e+13 1.94003e+13 1.90575e+13 3.38363e+13 1.86199e+13
threshold=247.90000000000001 3.5000000000000004 9.5000000000000018 59.856552950000008 37.858952300000006 45.040161900000008 52.380799750000001 53.506098950000009 38.958307950000012 7.5000000000000009 39.023883200000007 6.5000000000000009 49.147669400000005 5.5000000000000009 55.60524465000001 8.5000000000000018 37.649344350000007 1.5000000000000002 37.442254400000003 55.850146250000009 54.998919050000005 7884.5000000000009 60.307188350000011 82.918694400000007 7.5000000000000009 56.838524800000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 8 -8 14 10 -6 12 -10 27 -7 -2 17 -17 -19 -18 21 -4 -9 24 25 -24 -25 -12 -29 -21
right_child=1 2 20 -5 5 6 7 22 11 -11 13 -13 -14 -15 -16 16 19 18 -20 29 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-1.8142849047782108 14093.458034552836 63469.87431832109 21625.037571758461 -97348.182001201931 -166827.91359375001 -130385.46167968749 139489.33153409092 -144039.15021306821 2226.3761884973405 -159524.23885869567 30585.401695312503 159143.22953125002 145893.69648437502 78201.575812500014 14490.891666666666 -7236.5036044034096 -31142.138256281076 32364.369871690538 154144.89794921875 56889.295251261399 2132.6554054538246 205307.22395996095 6372.2442187500001 -140886.82668269231 101603.32434895834 -146651.33441109036 -41142.714022435903 -171463.23575148813 719.96125000000006 -13065.678827373798
leaf_weight=4070611 1100 51 181 39 20 20 22 22 94 23 25 20 24 25 21 88 418 72 24 60 494 20 55 39 24 23 39 21 25 104
leaf_count=4070611 1100 51 181 39 20 20 22 22 94 23 25 20 24 25 21 88 418 72 24 60 494 20 55 39 24 23 39 21 25 104
internal_value=0 2312.95 -1919.79 -18388.2 -13195.3 -20409.1 -7923.28 -34746.8 25643.5 -56609.1 -36203.6 49953.6 31446.8 -8990.15 -56180.5 5323.05 -7271.52 29309.2 62809.5 -18836.6 13055.8 39901.9 -53723 -42684.3 -5725.76 -38750.1 -91014.8 -39691.5 -77885.4 12527.6
internal_weight=0 3193 1327 632 593 542 403 224 179 139 116 138 118 96 41 1866 766 184 96 582 695 201 202 180 102 78 78 71 46 164
internal_count=4073804 3193 1327 632 593 542 403 224 179 139 116 138 118 96 41 1866 766 184 96 582 695 201 202 180 102 78 78 71 46 164
is_linear=0
shrinkage=0.1


Tree=1846
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 1 1 1 6 0 1 6 6 6 5 6 1 6 7 1 6 1 3 0 6 6 4 2 0 1
split_gain=1.67205e+12 2.21653e+13 7.00352e+13 6.15848e+13 3.88404e+13 3.97766e+13 5.5024e+13 4.16906e+13 4.5588e+13 4.25628e+13 4.96694e+13 3.31946e+13 3.09447e+13 2.7951e+13 2.73749e+13 3.26315e+13 2.6208e+13 2.52314e+13 2.40143e+13 2.31332e+13 2.27047e+13 2.26397e+13 2.13572e+13 2.11945e+13 1.91015e+13 3.08609e+13 3.06078e+13 1.86096e+13 1.82101e+13 3.3743e+13
threshold=56.115175650000005 56.020150250000007 92.865667950000017 9.5000000000000018 142.05000000000004 36.865631950000008 37.425454150000007 92.791023150000015 89.00500000000001 56.041614100000011 53.67029225000001 73.995000000000019 64.015000000000015 61.425000000000004 3.5000000000000004 110.01500000000001 37.858952300000006 88.825000000000003 6.0000000000000009 37.401708450000008 99.050000000000011 37.843405600000004 11.500000000000002 56.041614100000011 247.90000000000001 156.15000000000003 3.5000000000000004 5762.5000000000009 56.324067350000007 34.382014200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 19 8 9 13 12 -12 16 -8 15 -10 21 23 27 -7 -3 -11 -16 -9 25 -22 -27 -18 29 -2
right_child=28 2 -4 4 -6 6 7 17 14 10 11 -13 -14 -15 22 -17 18 -19 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.5775036153429296 -43858.006293205639 -706.45594075925715 2903.5028941286673 90779.031835937509 -126697.93593750001 -28182.944272963581 -595.98323786656192 -20843.43229377145 -34824.762639953224 28239.030140516494 -17455.428133363028 -61310.390265614507 -17410.403376045924 20551.555005897462 -13541.73709326172 -123066.59538892664 2765.2717210084588 67793.676940104167 -8168.1307368060343 -79011.145909759973 -19281.40486775821 -78004.132126402241 82660.052031250001 -57750.803041936066 60433.078149414068 -11018.257440476191 -168427.75593750001 28810.769247527773 -30.874385757227568 1398.1199893223711
leaf_weight=2928674 165 23649 20045 40 28 255 3113 1471 471 27 2395 186 1473 782 100 46 3096 30 2295 138 291 78 30 174 24 21 30 301 975160 109216
leaf_count=2928674 165 23649 20045 40 28 255 3113 1471 471 27 2395 186 1473 782 100 46 3096 30 2295 138 291 78 30 174 24 21 30 301 975160 109216
internal_value=0 -38.5891 -1931.78 -4322.34 -9020.11 -8820.43 -9062.45 -8158.25 -6420.57 -5199.58 -8698.55 -20615.8 -4467.67 3649.81 -32361.5 -42676.1 -1178.96 -23089.9 -265.73 -46031 -1088.97 -50684.5 8658.68 -24747.3 -25805.2 -31857 -103612 5073.1 106.361 1329.85
internal_weight=0 2.98926e+06 60589 40544 16529 16501 16461 16068 14393 13746 9851 2581 7270 3895 647 517 5797 1675 5692 393 24015 105 130 1645 366 342 51 3397 1.08454e+06 109381
internal_count=4073804 2989263 60589 40544 16529 16501 16461 16068 14393 13746 9851 2581 7270 3895 647 517 5797 1675 5692 393 24015 105 130 1645 366 342 51 3397 1084541 109381
is_linear=0
shrinkage=0.1


Tree=1847
num_leaves=31
num_cat=0
split_feature=6 5 6 0 6 3 7 1 1 1 1 3 4 1 3 6 0 6 3 0 0 3 4 0 0 1 4 4 1 0
split_gain=1.66527e+12 1.06768e+13 9.93482e+12 1.48957e+13 2.92159e+13 1.69548e+13 1.84732e+13 1.54794e+13 1.37854e+13 1.52672e+13 3.15396e+13 2.42564e+13 2.24359e+13 2.06783e+13 3.37584e+13 3.67907e+13 4.59676e+13 2.06992e+13 3.25931e+13 6.27221e+13 1.73013e+13 1.84997e+13 1.65047e+13 2.19408e+13 3.98739e+13 2.74516e+13 2.87882e+13 4.18671e+13 1.75387e+13 2.50142e+13
threshold=31.410000000000004 5.5000000000000009 33.57500000000001 43.687280500000007 31.995000000000001 3.5000000000000004 6.0000000000000009 39.939672500000007 30.315889700000003 37.586700500000006 37.534144550000008 5.5000000000000009 18.500000000000004 37.600779750000008 5.5000000000000009 33.005000000000003 55.702806750000008 32.005000000000003 2.5000000000000004 55.728148450000006 55.883833400000007 8.5000000000000018 9.5000000000000018 60.002985000000002 59.963561900000009 30.323041000000003 15.500000000000002 24.500000000000004 30.362494150000003 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 10 22 12 -12 14 17 16 -16 18 -11 -20 21 -13 28 24 -24 -26 -27 -28 29 -10
right_child=2 -3 -4 8 7 -7 -8 -9 9 13 11 20 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-225.69747176866656 54317.80915075232 -71531.785379464287 -18.458760586617494 4507.5903745301293 11186.832940335467 16562.994818793402 166823.60599609377 -2982.3553006730981 -37341.89277272344 23843.482904411765 -8268.2618154058327 -38899.921501684439 79227.078313802078 748.2580709424326 41919.194153353703 -54870.047536057689 166099.58555664064 22011.902539650793 80.51506204044118 -213737.5340353261 -89801.333003472231 -2373.9313831068066 1309.3694836931716 -6122.6018702281144 112705.46547379033 -5205.8670427418729 38449.071966865318 -9752.246917262999 -2521.2852599172229 -89.014836365083312
leaf_weight=290182 54 21 3604074 8666 1876 72 20 1309 359 51 1269 378 30 142136 117 26 40 166 34 23 45 219 7552 2681 31 396 742 238 10635 362
leaf_count=290182 54 21 3604074 8666 1876 72 20 1309 359 51 1269 378 30 142136 117 26 40 166 34 23 45 219 7552 2681 31 396 742 238 10635 362
internal_value=0 -230.857 17.7068 743.745 7368.59 51110.7 84724.8 5363.45 618.501 417.326 -1865.44 -14106.5 -6247.58 816.541 22054 55311 73557.5 -157.782 -34233.4 -86196.9 -30008 -25500.9 -832.216 1813.93 4188.96 19645 17548.4 26743 -3544.54 -18638
internal_weight=0 290203 3.7836e+06 179527 3331 146 74 3185 176196 167530 24937 1941 1299 142593 457 183 157 274 108 57 642 597 22996 11640 8959 1407 1376 980 11356 721
internal_count=4073804 290203 3783601 179527 3331 146 74 3185 176196 167530 24937 1941 1299 142593 457 183 157 274 108 57 642 597 22996 11640 8959 1407 1376 980 11356 721
is_linear=0
shrinkage=0.1


Tree=1848
num_leaves=31
num_cat=0
split_feature=2 6 6 0 0 3 7 1 6 4 4 0 6 0 1 6 1 6 1 1 0 6 6 2 6 1 1 0 6 0
split_gain=1.67079e+12 1.26879e+13 3.57761e+13 3.43156e+13 3.15532e+13 2.99032e+13 3.20713e+13 4.35466e+13 3.7668e+13 6.12093e+13 4.45491e+13 6.32462e+13 5.31401e+13 5.26288e+13 4.82638e+13 4.24196e+13 4.01572e+13 3.95626e+13 3.84533e+13 4.96671e+13 6.4671e+13 5.01199e+13 4.60088e+13 9.11797e+13 4.44664e+13 4.11505e+13 3.89953e+13 3.62456e+13 3.56445e+13 3.50503e+13
threshold=451.00000000000006 58.305000000000007 58.045000000000009 55.806294650000005 55.866549750000011 13.500000000000002 6.0000000000000009 37.702956500000006 114.05000000000001 15.500000000000002 16.500000000000004 55.660117850000006 77.010000000000005 55.721784200000009 37.755233900000007 85.020000000000024 37.543519500000009 189.00000000000003 37.401708450000008 37.475446350000006 55.721784200000009 78.605000000000004 78.010000000000005 75.000000000000014 75.605000000000004 37.873748150000004 37.46219940000001 56.020150250000007 92.02500000000002 55.988910100000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 16 11 -7 -13 14 15 -14 -10 -11 -12 20 24 22 -21 -24 -20 27 28 -23 -26 -9
right_child=-2 5 3 4 -6 6 7 29 9 17 18 12 13 -15 -16 -17 -18 -19 19 21 -22 25 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-94.491166097364214 -28.598375518435354 1333.0521897427786 -19308.970427700555 28158.430028487768 -10778.781235069862 -38504.630645712234 3905.935293579656 -5521.3828039946347 240181.17031250001 18767.746158504488 -11625.50939954227 -17136.547879571124 74775.295192307691 8839.4071751029187 -10099.352812500001 263446.64410511364 39788.509687500002 -92626.945680147066 -38781.04586169227 365.25616450019879 29577.586990779517 -3665.4345637913889 161409.33397686298 -22483.705998883932 -36929.856353183968 -28361.675366740994 82399.519469866078 -85051.225000000006 84975.471244959685 50779.913592965262
leaf_weight=447569 3396489 180830 1848 347 520 922 16504 8687 20 512 4356 1012 26 334 25 22 20 34 295 8307 1082 2397 52 56 106 1163 70 56 31 112
leaf_count=447569 3396489 180830 1848 347 520 922 16504 8687 20 512 4356 1012 26 334 25 22 20 34 295 8307 1082 2397 52 56 106 1163 70 56 31 112
internal_value=0 143.41 -163.915 -11608.5 4805.09 752.947 -1517.57 876.839 -4416.7 20578.8 -5137.81 -18113.5 -4864.22 25650.8 102568 161250 139985 11831.1 -3447.54 -831.067 15814.5 -3022.62 1208.36 66057.4 -13850.1 -12868.8 21679.4 -5523.41 -9345.44 -4804.74
internal_weight=0 677315 450284 2715 867 227031 46201 25303 20898 586 20312 2341 1419 407 73 48 40 546 17971 13615 1584 12031 8415 108 502 3616 207 2453 137 8799
internal_count=4073804 677315 450284 2715 867 227031 46201 25303 20898 586 20312 2341 1419 407 73 48 40 546 17971 13615 1584 12031 8415 108 502 3616 207 2453 137 8799
is_linear=0
shrinkage=0.1


Tree=1849
num_leaves=31
num_cat=0
split_feature=3 1 0 4 0 0 6 7 6 6 1 0 1 1 6 0 4 4 6 3 4 1 1 4 5 4 6 6 7 0
split_gain=1.70423e+12 1.42649e+13 4.6385e+13 4.79212e+13 5.49607e+13 8.56401e+13 8.55672e+13 5.57134e+13 5.65024e+13 6.80582e+13 5.44724e+13 4.73265e+13 5.70258e+13 7.91685e+13 2.05292e+14 1.20237e+14 7.56522e+14 2.99943e+14 8.82494e+13 7.67119e+13 6.71715e+13 2.04238e+14 1.90791e+14 5.6848e+13 9.98317e+13 9.73855e+13 1.14534e+14 1.21603e+14 7.52418e+13 7.45409e+13
threshold=10.500000000000002 30.438492500000006 59.825842200000004 23.500000000000004 59.856552950000008 59.982409200000006 58.045000000000009 6.0000000000000009 114.05000000000001 53.310000000000009 30.362494150000003 60.042359000000012 30.323041000000003 30.345769800000003 49.895000000000003 59.864072000000007 15.500000000000002 14.500000000000002 88.825000000000003 12.500000000000002 14.500000000000002 30.362494150000003 30.389265100000003 21.500000000000004 1.5000000000000002 22.500000000000004 43.605000000000011 37.705000000000005 6.0000000000000009 59.864072000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 9 -5 -9 12 -4 14 -14 16 17 -16 -18 -19 21 -15 23 -22 25 26 27 -25 29 -26
right_child=1 -3 3 4 5 -7 -8 10 -10 -11 -12 -13 13 20 15 -17 18 19 -20 -21 22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-27.860003105478341 -6409.1543260377866 -21.020319421270614 2641.5279599885098 10360.491445532027 -5525.5877829953724 245.36207154357504 -35547.10702031236 -6716.8450496434125 -67647.609605532794 55785.366312669561 68352.057029137257 -5824.6171472148371 -2254.1347427906708 41504.738186606002 61596.328160511366 35218.422687909282 6379.3182951786612 384140.59125000006 159912.96690340911 614287.82142857148 -12020.967293120957 -25566.026455718798 24443.83775213308 172895.46484730113 98130.422281901047 16272.185211802958 336098.14388586959 -77392.297304687498 -199870.93695652173 -49857.299772970087
leaf_weight=3436249 6805 563728 22851 734 2932 20155 1404 1370 61 599 104 4009 1190 618 22 846 251 30 44 28 2876 1711 4724 55 48 167 23 30 23 117
leaf_count=3436249 6805 563728 22851 734 2932 20155 1404 1370 61 599 104 4009 1190 618 22 846 251 30 44 28 2876 1711 4724 55 48 167 23 30 23 117
internal_value=0 150.158 1457.24 2255.95 -963.625 -2497.4 -15246.6 12133.9 26465.9 30772.7 -1420.26 4476.76 5635.07 10978 27303.7 56111 103245 375992 29279.3 495246 7190.34 -7768.8 11511.3 -6785.62 25734.6 64128 138127 84558.6 -30425.9 -6806.33
internal_weight=0 637555 73827 67022 27359 24491 4336 2868 1394 1333 1474 39663 35654 12803 2411 1221 375 80 295 58 10392 2329 8063 3339 463 275 108 85 188 165
internal_count=4073804 637555 73827 67022 27359 24491 4336 2868 1394 1333 1474 39663 35654 12803 2411 1221 375 80 295 58 10392 2329 8063 3339 463 275 108 85 188 165
is_linear=0
shrinkage=0.1


Tree=1850
num_leaves=31
num_cat=0
split_feature=4 1 4 0 0 6 3 6 6 6 1 1 0 1 1 1 2 3 6 1 6 6 6 3 3 1 3 3 6 6
split_gain=1.73922e+12 1.36197e+13 3.41668e+13 3.42761e+13 7.64362e+13 1.13712e+14 8.58461e+13 8.17852e+13 1.17914e+14 5.22358e+13 4.41597e+13 1.57996e+14 3.97193e+13 1.13228e+14 7.5382e+13 8.89174e+13 9.4026e+13 8.11049e+13 8.34492e+13 7.66134e+13 7.32747e+13 5.3717e+13 1.26056e+14 1.01209e+14 5.08893e+13 4.71302e+13 1.39662e+14 5.26611e+13 4.53752e+13 8.07686e+13
threshold=10.500000000000002 38.011626600000007 14.500000000000002 57.14107305000001 57.15297970000001 130.05000000000004 11.500000000000002 85.020000000000024 88.00500000000001 114.05000000000001 65.574968200000015 65.559704250000024 44.601833250000006 38.066230450000006 39.735861600000007 39.939672500000007 2892.5000000000005 11.500000000000002 78.605000000000004 39.718675700000013 31.005000000000006 34.605000000000011 42.005000000000003 8.5000000000000018 4.5000000000000009 39.873894000000007 12.500000000000002 3.5000000000000004 44.820000000000007 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -8 11 -10 13 -3 17 25 20 24 -19 -20 -17 -22 23 -23 -15 26 27 -16 -26 -30
right_child=1 2 -4 4 -6 -7 9 8 10 -11 -12 -13 -14 14 15 16 -18 18 19 -21 21 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=50.562319640587802 251.21737133466854 138711.99225794058 -49.559083309466104 15033.614123041087 189.77310461391079 163449.89644886367 -21406.338609264742 254361.15839843752 35597.148385727465 -182185.09950284092 -39041.099218750001 271853.62632575759 -2747.311949169477 26816.209011686369 -50612.652407076581 226833.7035714286 -689.81766957040782 79735.838621770323 66579.107031250009 -145802.0400366211 -53375.495319120761 90843.529665389156 12520.949631885594 326538.12713068188 18116.690895403244 -40450.898661238556 252863.17640625002 -2202.0714810319955 -22198.585556972837 20898.329932886991
leaf_weight=2547999 674490 61 694688 1223 13718 55 248 32 199 22 45 33 126407 1146 293 21 7464 306 33 35 59 106 295 22 1116 785 20 964 1253 666
leaf_count=2547999 674490 61 694688 1223 13718 55 248 32 199 22 45 33 126407 1146 293 21 7464 306 33 35 59 106 295 22 1116 785 20 964 1253 666
internal_value=0 -84.4359 -350.371 -1684.56 2767.26 21807.6 17484.4 26647.4 72613.9 -34506.8 51617.9 69202.6 -2176.14 2753.92 2185.26 -2659.94 2130.35 12853.2 57468.5 -42734.7 43978.7 36012 48479.7 131354 8862.25 -21168.3 -9314.83 -13486.3 2082.93 -7241.55
internal_weight=0 1.5258e+06 851315 156627 15575 1857 1802 1532 309 270 277 232 141052 14645 14584 10029 7967 4555 374 68 503 482 423 128 4181 2062 1277 1257 3035 1919
internal_count=4073804 1525805 851315 156627 15575 1857 1802 1532 309 270 277 232 141052 14645 14584 10029 7967 4555 374 68 503 482 423 128 4181 2062 1277 1257 3035 1919
is_linear=0
shrinkage=0.1


Tree=1851
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 1 1 0 1 6 7 4 4 1 2 1 1 4 0 1 0 6 4 1 4 4 6 0 1 2
split_gain=1.86111e+12 9.94044e+12 5.26361e+13 3.57139e+13 3.42789e+13 3.30726e+13 2.72678e+13 4.55454e+13 4.13658e+13 3.10379e+13 2.72577e+13 4.03058e+13 3.92413e+13 8.00505e+13 4.27078e+13 3.75625e+13 3.98984e+13 8.31407e+13 3.34969e+13 4.12365e+13 3.96891e+13 5.41785e+13 6.22464e+13 4.23955e+13 3.8897e+13 3.5519e+13 3.2026e+13 3.16278e+13 5.42612e+13 1.02982e+14
threshold=3338.0000000000005 57.634352600000007 57.205086850000008 59.999510900000011 47.420000000000009 59.999510900000011 72.839788400000018 57.978821400000008 60.770858000000011 50.010000000000012 6.0000000000000009 4.5000000000000009 3.5000000000000004 30.425503950000003 8009.5000000000009 56.240615550000008 56.128886000000001 7.5000000000000009 60.064438250000002 59.317422600000008 60.01610465000001 85.020000000000024 9.5000000000000018 30.410676000000006 4.5000000000000009 25.500000000000004 116.05000000000001 58.08467765000001 30.624707450000006 5719.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -5 -9 -10 18 12 -12 -14 -15 16 -13 -18 20 -20 25 22 -22 -24 -23 27 -19 -6 -29 -30
right_child=1 3 5 6 10 -7 -8 8 9 -11 11 15 13 14 -16 -17 17 26 19 -21 21 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=-56.266096765184287 44.329708663953305 -113.73373806456431 -22153.800789843168 2096.6526730667433 8056.3311140168116 -5156.4775795243104 1341.6811673712871 -21330.670405067449 1588.4991645330911 -12878.459466614337 -3056.102767638376 -3829.9057006082558 -35449.230793479641 76109.576554021813 -27125.842391304348 -16208.989546528861 83849.10362367022 6777.869075589153 1551.527332935771 -58743.584930098688 45074.929953912295 88860.451021634624 97435.563331821992 9117.7238297274616 -40296.472077874379 107279.36218405332 -68136.750856175917 9524.6671923327285 -10564.713211524722 20063.925879423521
leaf_weight=2406287 1500982 69998 1398 4643 14825 6319 8916 2403 2912 3022 389 8699 108 311 46 1642 141 3540 22574 114 792 26 56 1848 226 34 58 4570 5557 1368
leaf_count=2406287 1500982 69998 1398 4643 14825 6319 8916 2403 2912 3022 389 8699 108 311 46 1642 141 3540 22574 114 792 26 56 1848 226 34 58 4570 5557 1368
internal_value=0 81.194 1.9774 833.716 1433.39 -8235.69 -2916.21 -5840.97 -10261.6 -5779.07 3051.58 -713.949 20380.5 39986.6 62807.5 -1993.4 -116.731 8522.18 4133.21 1248.56 6366.74 17370.6 21515.3 11715.3 -26970.8 5135.83 5570.24 5003.88 1067.17 -4514.17
internal_weight=0 1.66752e+06 1.5087e+06 158818 136922 7717 21896 12980 8337 5934 66924 14934 854 465 357 14080 12438 3739 51990 22688 29302 2948 2696 1904 252 26354 3598 26320 11495 6925
internal_count=4073804 1667517 1508699 158818 136922 7717 21896 12980 8337 5934 66924 14934 854 465 357 14080 12438 3739 51990 22688 29302 2948 2696 1904 252 26354 3598 26320 11495 6925
is_linear=0
shrinkage=0.1


Tree=1852
num_leaves=31
num_cat=0
split_feature=1 1 7 4 4 7 4 0 1 6 1 0 5 0 1 6 5 6 1 6 1 4 6 0 6 4 0 6 0 1
split_gain=1.83315e+12 1.93684e+13 4.72802e+13 4.61503e+13 4.40844e+13 3.78675e+13 4.40121e+13 6.02031e+13 5.96118e+13 9.03729e+13 8.6962e+13 7.21185e+13 4.85304e+13 7.24355e+13 5.46506e+13 1.48372e+14 1.04977e+14 6.57335e+13 5.29585e+13 7.85344e+13 8.51805e+13 6.22631e+13 7.17397e+13 6.22348e+13 8.25007e+13 9.06689e+13 8.6194e+13 1.01809e+14 7.33703e+13 6.02111e+13
threshold=36.555998300000006 30.624707450000006 6.0000000000000009 12.500000000000002 25.500000000000004 6.0000000000000009 12.500000000000002 60.028671700000011 30.438492500000006 76.00500000000001 30.425503950000003 60.042359000000012 1.5000000000000002 59.838047850000002 30.370944000000005 93.050000000000011 3.5000000000000004 94.02500000000002 30.242318500000007 36.005000000000003 30.370944000000005 8.5000000000000018 74.615000000000009 59.982409200000006 57.715000000000011 8.5000000000000018 59.933037250000005 77.565000000000012 59.91832440000001 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 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 12 -8 10 -10 -9 -12 18 14 -14 -16 17 -17 -1 -20 23 22 -22 24 28 -26 27 -27 -21 -30
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 11 -13 13 -15 15 16 -18 -19 19 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1954.8580283031495 24.079264487370498 -2159.1159686029087 3125.3646046377689 -12068.091112086489 85057.930292672827 -1063.9058303869576 4210.6616024152227 -1687.5368388733616 -8015.0752215048433 -61011.128682076596 79052.040766289894 14117.741193604772 79.318877269618909 -3008.1084882506866 6469.4419904917668 262556.20618206525 6296.1757358743689 86622.097903387301 732.47095922199014 15527.546948022242 15443.633778313291 -5400.0777906780968 193241.82527173916 4164.1111095520691 -33432.206233239776 -71122.813620923916 83002.569499282414 86232.543359375006 39387.8749237175 97650.200436463652
leaf_weight=15832 3608805 46010 13164 5235 66 169363 65293 16722 3990 350 188 1896 18443 73377 7609 23 198 277 15620 1443 1704 3493 23 1820 437 115 181 64 1867 196
leaf_count=15832 3608805 46010 13164 5235 66 169363 65293 16722 3990 350 188 1896 18443 73377 7609 23 198 277 15620 1443 1704 3493 23 1820 437 115 181 64 1867 196
internal_value=0 -186.876 -1795.44 -3171.38 3534.1 72.0653 904.349 2657.23 -1724.88 -12289 713.072 19975.5 -181.84 -1388.59 3087.33 9930.4 62810.8 100110 2635.93 5331.53 11664.7 2279.32 17811.5 19666 26222.7 -2818.88 34342.3 -14861.7 32824.5 44923.2
internal_weight=0 464999 64475 51245 13230 400524 231161 88439 23146 4340 18806 2084 142722 99927 26550 8107 498 300 42795 26963 11343 5220 1727 6123 4303 797 360 179 3506 2063
internal_count=4073804 464999 64475 51245 13230 400524 231161 88439 23146 4340 18806 2084 142722 99927 26550 8107 498 300 42795 26963 11343 5220 1727 6123 4303 797 360 179 3506 2063
is_linear=0
shrinkage=0.1


Tree=1853
num_leaves=31
num_cat=0
split_feature=4 3 2 1 7 6 1 6 4 4 6 1 4 0 4 1 6 2 4 1 7 0 1 4 6 6 1 1 0 1
split_gain=1.92435e+12 1.75734e+13 2.77949e+13 3.45984e+13 3.32727e+13 3.10996e+13 2.35433e+13 3.29653e+13 1.99525e+13 1.9676e+13 4.10501e+13 3.14275e+13 2.89043e+13 2.67459e+13 1.93266e+13 3.18242e+13 1.79697e+13 3.50436e+13 5.49965e+13 3.14259e+13 3.07193e+13 4.0132e+13 2.99789e+13 2.92487e+13 4.45193e+13 4.46797e+13 9.03815e+13 1.003e+14 5.94253e+13 7.22864e+13
threshold=18.500000000000004 1.5000000000000002 3658.0000000000005 30.242318500000007 6.0000000000000009 59.815000000000005 37.780517050000007 58.605000000000011 27.500000000000004 24.500000000000004 75.010000000000005 30.303340300000002 21.500000000000004 55.676890650000011 20.500000000000004 37.729575300000008 43.010000000000012 2599.0000000000005 19.500000000000004 37.957884500000006 6.0000000000000009 55.840017500000009 37.978059650000013 22.500000000000004 85.020000000000024 89.00500000000001 30.323041000000003 30.362494150000003 44.601833250000006 39.703507450000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 12 11 -11 -5 -12 -9 -16 17 18 19 20 -3 -22 -21 24 -18 26 -26 -28 29 -27
right_child=1 16 -4 4 6 -7 -8 14 -10 10 13 -13 -14 -15 15 -17 23 -19 -20 22 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=27.462063897023576 -7582.9084173794463 10828.90765794815 -4638.026605680916 9656.7421931817535 17369.70455293349 -85845.659362980776 6574.7707719617574 98091.504140625009 -61765.072424316408 92371.189316860473 4410.6151953125 3148.1380038819375 -15448.120612424427 146646.00767227565 31669.510217999807 146765.92698317309 -2553.0797658098081 -335.75438221378039 1806.4905255585029 -44005.904482559417 22614.594087419398 68053.343532986109 6719.9453512465088 56.646172193286795 -31083.972373348621 -224395.21960937502 205080.4416294643 15127.715571803612 1057.0584719700917 -28940.207398226048
leaf_weight=3512946 232 1442 2304 1013 1182 65 1050 70 48 43 20 482 838 39 316 26 116741 144317 56395 142 850 252 649 213240 445 20 28 3848 14410 351
leaf_count=3512946 232 1442 2304 1013 1182 65 1050 70 48 43 20 482 838 39 316 26 116741 144317 56395 142 850 252 649 213240 445 20 28 3848 14410 351
internal_value=0 -172.009 4563.66 8472.34 10394.6 -24711.1 18201.4 25860 2081.68 3340.26 19343.8 10455.9 -1708.94 98430.6 50218.2 40419.5 -238.173 507.341 2544.39 15022.4 20435.2 33005.3 -2386.34 -673.944 -1820.79 2654.57 11599.5 16499.9 39.6655 -39476.9
internal_weight=0 560858 7728 5424 5127 297 2644 1594 2483 2435 584 525 1851 59 412 342 553130 204047 59730 3335 2544 1102 791 349083 135843 19102 4321 3876 14781 371
internal_count=4073804 560858 7728 5424 5127 297 2644 1594 2483 2435 584 525 1851 59 412 342 553130 204047 59730 3335 2544 1102 791 349083 135843 19102 4321 3876 14781 371
is_linear=0
shrinkage=0.1


Tree=1854
num_leaves=31
num_cat=0
split_feature=0 0 6 4 7 6 4 6 7 0 1 0 1 5 1 0 3 0 1 3 0 1 1 4 1 4 5 1 1 4
split_gain=1.83217e+12 1.30362e+13 1.72385e+13 1.76061e+13 3.66657e+13 6.28999e+13 3.53121e+13 3.50994e+13 3.24963e+13 6.5286e+13 3.58668e+13 4.1497e+13 2.66225e+13 4.26786e+13 2.60317e+13 3.01705e+13 2.31669e+13 2.76624e+13 4.09317e+13 2.96999e+13 2.30438e+13 2.1887e+13 5.73121e+13 7.43342e+13 3.47605e+13 4.25462e+13 2.69884e+13 1.93566e+13 1.89744e+13 1.87753e+13
threshold=54.94110555000001 54.962581500000006 134.05000000000004 9.5000000000000018 6.0000000000000009 57.715000000000011 4.5000000000000009 106.49500000000002 6.0000000000000009 54.94428030000001 82.975438000000011 54.944948950000004 82.971668900000012 2.5000000000000004 82.958608050000009 54.94613300000001 9.5000000000000018 54.94428030000001 82.963919600000011 3.5000000000000004 54.947759400000002 82.970388650000018 82.965501500000016 17.500000000000004 82.966990000000024 17.500000000000004 2.5000000000000004 82.975438000000011 82.970388650000018 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 14 -2 12 10 -10 28 -12 13 -7 15 -5 17 -15 19 -19 27 22 23 -22 -24 -26 -23 -6 -8 -17
right_child=1 -3 -4 4 20 7 8 -9 9 -11 11 -13 -14 16 -16 29 -18 18 -20 -21 21 26 24 -25 25 -27 -28 -29 -30 -31
leaf_value=97.896482275130708 -6172.0017670909701 7.6954370671915093 -75486.155895602322 19835.014593963151 213.92311933915028 -13471.445925853661 14254.628657158381 123317.127421875 -44837.388672794208 9392.3557052020169 41744.642959248311 -9113.9828511673895 -19387.991732041482 20783.234402520582 -1810.7679074890978 -5848.6839053605736 -17014.630095324505 13020.392061224396 2855.396620356843 -29631.325609304309 31984.415933754204 -11665.996603555786 99464.539486228823 -13778.806110451942 -6867.4058986286009 45356.588976972278 56466.120120497886 -10096.46492740557 39597.335738742579 28755.901391059029
leaf_weight=1301151 2601 2612784 31 1288 108318 5961 3151 20 332 670 185 1208 2195 613 16752 1216 846 209 3810 746 423 3988 59 2206 313 311 59 1852 326 180
leaf_count=1301151 2601 2612784 31 1288 108318 5961 3151 20 332 670 185 1208 2195 613 16752 1216 846 209 3810 746 423 3988 59 2206 313 311 59 1852 326 180
internal_value=0 -45.9409 -922.534 -908.073 -1156.38 -4057.07 3527.87 -9066.15 7824.42 -8575.98 11198.8 -2359.61 -9250.27 -7424.06 -345.875 8797.15 -1632.21 787.556 -1784.82 -20297.1 -321.293 -5739.14 289.303 -6415.61 26097.8 19160.9 -10672.7 40.6015 16630.7 -1386.77
internal_weight=0 2.77265e+06 159869 159838 151365 33836 8473 14400 5872 1002 4870 1393 14380 12185 19436 2684 6224 5378 4765 955 117529 7359 3312 2629 683 624 4047 110170 3477 1396
internal_count=4073804 2772653 159869 159838 151365 33836 8473 14400 5872 1002 4870 1393 14380 12185 19436 2684 6224 5378 4765 955 117529 7359 3312 2629 683 624 4047 110170 3477 1396
is_linear=0
shrinkage=0.1


Tree=1855
num_leaves=31
num_cat=0
split_feature=2 1 0 4 6 6 6 2 1 0 0 4 4 0 0 0 1 2 1 6 0 6 4 1 5 4 6 0 3 3
split_gain=2.08465e+12 9.81296e+12 1.15869e+13 1.63203e+13 1.51738e+13 1.50987e+13 1.5535e+13 9.50306e+12 1.47582e+13 4.48623e+13 4.04928e+13 3.59019e+13 6.85833e+13 4.46323e+13 5.43876e+13 1.51738e+14 5.41481e+13 8.51863e+13 4.98863e+13 4.82964e+13 4.7782e+13 4.55052e+13 4.80609e+13 4.32024e+13 5.97488e+13 4.2475e+13 3.95979e+13 5.23421e+13 3.85788e+13 6.79088e+13
threshold=3338.0000000000005 91.443676550000006 53.715816400000008 6.5000000000000009 75.010000000000005 73.41500000000002 85.020000000000024 4829.0000000000009 65.593879100000024 55.972700350000004 50.556058150000005 8.5000000000000018 7.5000000000000009 57.892117950000006 59.933037250000005 60.064438250000002 30.157841000000001 4311.5000000000009 33.882313700000005 91.02500000000002 59.882709350000006 130.05000000000004 6.5000000000000009 30.260128500000004 2.5000000000000004 4.5000000000000009 142.05000000000004 57.15297970000001 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 -1 -3 5 -5 -4 -7 8 11 10 -10 12 13 21 16 19 20 18 -18 -16 -15 -2 28 24 -13 -21 -24 -28 29 -23
right_child=7 2 3 4 -6 6 -8 -9 9 -11 -12 23 -14 14 15 -17 17 -19 -20 25 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-66.128187175041262 2154.0298668337314 -7700.10210217435 13593.510591036696 5402.8213816712678 -28229.055377526198 110502.87042495266 25806.529618520588 -21.684326650678663 823.11643745109495 44.010974501912024 -20380.464624524142 6611.2435243586433 -13274.878225336097 -1869.9780170017357 27562.276139464022 -3025.7235902098455 -21088.420748429406 10453.006743258944 -64977.150545736251 43587.342841372287 95700.990670955885 8334.0093189714153 152397.49684175532 1873.0693061165923 42683.595946406844 -74989.185696688568 111840.24591936384 -24283.388130482457 -37649.232493048206 99374.427442373155
leaf_weight=2403736 29054 489 1117 682 167 33 63 1385880 1585 93544 2086 1989 4111 3163 2188 19824 3052 862 283 46 51 434 47 118301 597 88 56 57 118 101
leaf_count=2403736 29054 489 1117 682 167 33 63 1385880 1585 93544 2086 1989 4111 3163 2188 19824 3052 862 283 46 51 434 47 118301 597 88 56 57 118 101
internal_value=0 -59.5495 6139.35 9421.35 -1212.64 16864.3 54920.9 85.9321 615.491 -381.547 -11225.6 1141.06 -783.516 80.6463 -2674.28 -192.798 -10089.6 -17569.7 -24812.7 23993.2 -321.714 2806.98 26141.1 2152.57 14938.9 -34283.8 75259.9 43176.1 14105.9 25521.1
internal_weight=0 2.40629e+06 2551 2062 849 1213 96 1.66752e+06 281637 97215 3671 184422 63535 59424 29557 22146 7411 4197 3335 2322 3214 29867 813 120887 2586 134 160 113 653 535
internal_count=4073804 2406287 2551 2062 849 1213 96 1667517 281637 97215 3671 184422 63535 59424 29557 22146 7411 4197 3335 2322 3214 29867 813 120887 2586 134 160 113 653 535
is_linear=0
shrinkage=0.1


Tree=1856
num_leaves=31
num_cat=0
split_feature=0 1 1 5 6 1 0 1 4 4 4 6 6 6 3 4 6 6 3 4 3 6 6 5 4 3 7 6 6 6
split_gain=1.99108e+12 4.24366e+12 7.26972e+12 7.39182e+12 5.18384e+12 4.26478e+12 4.0366e+12 1.86854e+13 2.20239e+13 4.1431e+13 3.66146e+13 1.34693e+13 1.19526e+13 1.17148e+13 1.44977e+13 1.02338e+13 2.29598e+13 1.9232e+13 8.70291e+12 8.11154e+12 3.01648e+13 1.23243e+13 1.5965e+13 5.77809e+13 1.15059e+13 9.47433e+12 1.32977e+13 2.90681e+13 2.48933e+13 1.00845e+13
threshold=42.965693300000005 47.800771000000005 47.899251850000006 2.5000000000000004 106.49500000000002 44.064675150000006 43.051287600000009 47.504912950000005 14.500000000000002 16.500000000000004 13.500000000000002 58.995000000000012 46.805000000000007 61.805000000000007 8.5000000000000018 15.500000000000002 125.02000000000002 70.00500000000001 8.5000000000000018 7.5000000000000009 6.5000000000000009 247.90000000000001 168.45000000000002 4.5000000000000009 5.5000000000000009 9.5000000000000018 6.0000000000000009 95.045000000000016 101.02000000000002 79.015000000000015
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 -1 7 15 10 13 12 -12 -9 -10 -15 19 17 -17 -19 20 24 22 25 -24 -2 29 28 -28 -27 -21
right_child=6 2 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 16 -18 18 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-43418.076532786828 1257.3478854358689 -8518.8316469594592 -2235.531818400148 -23809.677820620331 -68569.211159939237 -319.28741350283872 -1.7910215723166658 -6917.9458248562287 16642.264978027346 -4956.5263030697606 27828.135357862906 -43627.488488700568 14643.415856850139 147509.57439414578 64041.802904211952 491.6935457418893 66506.665678879319 -71427.428888888899 -19722.079779411768 1427.5335407049834 -53210.886019461497 -56691.425413602941 126311.58541666668 -82748.377890625008 -8787.4519254613424 -5086.9963759044676 -7023.3620236682491 -81622.45847860309 75491.576065340909 10874.756821747274
leaf_weight=23 5340 370 2083 92 36 13101 4042776 306 20 99 31 177 1609 38 46 131 29 90 51 3350 112 34 39 20 1450 298 237 67 44 1705
leaf_count=23 5340 370 2083 92 36 13101 4042776 306 20 99 31 177 1609 38 46 131 29 90 51 3350 112 34 39 20 1450 298 237 67 44 1705
internal_value=0 -1123.79 -4830.52 -15684.6 -36398.3 -394.819 4.34912 1624.35 9878.94 41347 6869.98 -32977.9 11198.1 85424.3 101801 147.069 -18077 -27095.2 -52725.5 579.131 -1736.77 3337.91 3692.25 55443.8 -887.712 3156.67 -8246.96 -23464.6 5279.84 4613.99
internal_weight=0 15705 2581 498 128 13124 4.0581e+06 15323 2326 203 2123 208 1915 104 84 12997 301 272 141 12696 6902 5794 5760 59 6790 5701 646 304 342 5055
internal_count=4073804 15705 2581 498 128 13124 4058099 15323 2326 203 2123 208 1915 104 84 12997 301 272 141 12696 6902 5794 5760 59 6790 5701 646 304 342 5055
is_linear=0
shrinkage=0.1


Tree=1857
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 1 6 1 5 1 4 1 1 2 6 4 0 0 3 4 5 3 3 6 6 6 6 6 4 7
split_gain=2.00945e+12 9.31697e+12 5.35798e+13 6.99055e+13 6.1811e+13 4.01422e+13 3.95919e+13 2.81076e+13 3.05218e+13 2.56854e+13 4.38529e+13 2.12298e+13 6.28127e+13 2.09659e+13 2.02954e+13 1.91824e+13 1.70347e+13 1.62134e+13 1.56807e+13 1.46975e+13 1.93616e+13 1.53973e+13 1.88988e+13 6.91243e+13 2.31462e+13 1.4591e+13 4.90686e+13 1.46413e+13 2.29288e+13 3.22423e+13
threshold=44.990874950000006 45.00849250000001 9.5000000000000018 39.044653900000007 99.050000000000011 38.657016300000002 142.05000000000004 39.023883200000007 1.5000000000000002 39.069277450000008 11.500000000000002 40.965343750000009 39.105193450000009 2892.5000000000005 74.615000000000009 19.500000000000004 45.001720900000002 45.001720900000002 13.500000000000002 22.500000000000004 1.5000000000000002 4.5000000000000009 9.5000000000000018 102.04000000000001 96.050000000000011 97.020000000000024 94.02500000000002 42.005000000000003 23.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 18 17 -9 10 -5 12 25 -7 -12 -10 -17 -4 -6 20 -14 -22 23 -23 -24 26 27 28 -11 -30
right_child=1 -3 3 9 6 13 -8 8 15 11 14 -13 19 -15 -16 16 -18 -19 -20 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-290.69277464499612 -22827.076414930558 2.5044417651828756 24589.479694403977 84597.255900930846 -37880.525085189496 11764.142243566082 84164.803776041663 20364.175082140002 66308.366644800873 1171.7472766101648 -9747.9411384535288 -8054.5778775671761 17070.275266650209 -79.220634631795917 -35737.667062476663 57080.351668648102 -28979.933907948373 -8599.4131617461262 -112662.22017857144 -14515.615911218982 -1554.8356137876158 52116.455968678325 53653.699581250003 246440.38323863639 -38351.188046875002 -36408.414234441778 108290.5441882622 -3901.1196437526373 1263.3662326538761 65700.180531939346
leaf_weight=224683 405 3816138 244 47 141 7309 24 889 297 4984 2584 3630 532 1879 340 46 46 371 35 85 54 109 125 22 35 117 41 8275 181 136
leaf_count=224683 405 3816138 244 47 141 7309 24 889 297 4984 2584 3630 532 1879 340 46 46 371 35 85 54 109 125 22 35 117 41 8275 181 136
internal_value=0 16.9685 1690.46 -890.716 16548 7983.98 -36321.9 22133.9 30586.8 -2604.54 -11229.7 -1206.24 485.346 9342.1 -12770 53949.1 14050.2 4568.21 -52751.9 25187.5 29035.6 47486.5 56587 84751 33527.6 -1244.92 -942.79 -1272.68 2830.39 28908.2
internal_weight=0 3.84912e+06 32983 23390 2093 9593 200 1893 1278 21297 2971 18326 14696 9188 2924 389 92 615 176 962 877 345 291 131 160 13734 13617 13576 5301 317
internal_count=4073804 3849121 32983 23390 2093 9593 200 1893 1278 21297 2971 18326 14696 9188 2924 389 92 615 176 962 877 345 291 131 160 13734 13617 13576 5301 317
is_linear=0
shrinkage=0.1


Tree=1858
num_leaves=31
num_cat=0
split_feature=1 1 0 4 6 0 0 4 3 4 3 0 4 6 0 4 6 1 0 0 0 6 4 0 4 0 0 4 5 0
split_gain=1.96642e+12 1.865e+13 3.19426e+13 5.25376e+13 5.02784e+13 5.07682e+13 8.16387e+13 1.4217e+14 9.85331e+13 5.03376e+13 6.05483e+13 4.7989e+13 4.70314e+13 4.21499e+13 4.20733e+13 3.7129e+13 3.74229e+13 3.46974e+13 6.72863e+13 6.62707e+13 4.76404e+13 4.35534e+13 4.97248e+13 7.55195e+13 7.20708e+13 4.27969e+13 3.47234e+13 5.98744e+13 3.39827e+13 3.3225e+13
threshold=82.860505900000007 65.64204770000002 57.174562350000009 14.500000000000002 76.605000000000004 55.111813300000001 55.046782850000007 4.5000000000000009 3.5000000000000004 8.5000000000000018 5.5000000000000009 57.205086850000008 15.500000000000002 142.05000000000004 57.100506200000005 16.500000000000004 63.855000000000011 82.648284550000014 54.973017600000006 54.962581500000006 56.986919400000012 59.025000000000013 8.5000000000000018 55.080855950000007 7.5000000000000009 55.102137100000007 55.080855950000007 5.5000000000000009 3.5000000000000004 57.15297970000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 13 10 28 15 -5 -9 -14 -4 -17 20 19 -19 25 26 24 -24 -23 -3 -20 -28 -10 -22
right_child=-2 2 11 12 5 -7 7 8 9 -11 -12 -13 14 -15 -16 16 -18 18 21 -21 29 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.9610078306774228 130.33226015635822 -4362.9659273563648 7649.1511490353214 -54017.930667960543 -23186.881560915288 -37320.524524226974 230476.07101293106 58708.271601347871 20854.955301011032 -103287.09265625 80407.59977488927 -214.97964666543936 -5115.7318436618134 -15176.643335459185 -23223.33435289688 23131.605693718 79121.069141576198 -2580.2032252360427 3841.5591366419703 24768.198685145177 8932.2941397091163 4691.7009525603307 -12681.691398879553 -83860.52077729431 167407.64192243305 -19472.542961574665 5575.4612964958542 -32909.118155454875 -31245.041882709706 -8441.7033503353068
leaf_weight=3110892 901471 9282 1510 238 1442 689 29 364 170 60 70 8313 6157 98 1621 531 154 1429 13306 2332 3846 978 2634 158 28 2349 906 730 475 1542
leaf_count=3110892 901471 9282 1510 238 1442 689 29 364 170 60 70 8313 6157 98 1621 531 154 1429 13306 2332 3846 978 2634 158 28 2349 906 730 475 1542
internal_value=0 -37.0361 -1762.33 -2797.99 -1409.96 -13084.4 -6917.99 11612.6 6481.61 -15309.3 -7926.6 3257.58 -10229.4 43035.7 -8889.51 16409 35719 -406.462 2170.49 14377.1 -3813.48 -279.303 -9841.4 -16709.7 9220.57 -7414.5 2151.22 -11596.8 -17513.3 3960
internal_weight=0 3.17233e+06 61441 50933 42917 3397 2708 1266 1237 775 715 10508 8016 462 7778 2195 685 39520 22501 3761 17019 18740 3798 2792 1006 11631 14942 1636 645 5388
internal_count=4073804 3172333 61441 50933 42917 3397 2708 1266 1237 775 715 10508 8016 462 7778 2195 685 39520 22501 3761 17019 18740 3798 2792 1006 11631 14942 1636 645 5388
is_linear=0
shrinkage=0.1


Tree=1859
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 6 0 6 3 3 6 4 4 6 4 4 6 6 4 0 7 4 1 5 6 0 6 0 6
split_gain=1.89803e+12 3.11802e+13 4.276e+13 6.00815e+13 1.15027e+14 4.03352e+13 3.00525e+13 3.14484e+13 7.65947e+13 6.20619e+13 7.39187e+13 5.52684e+13 5.35788e+13 4.43087e+13 4.24292e+13 4.76678e+13 9.69337e+13 4.29601e+13 4.20851e+13 3.90402e+13 4.32415e+13 4.21754e+13 3.82822e+13 4.22281e+13 3.81731e+13 5.56703e+13 3.57414e+13 3.02568e+13 2.90313e+13 2.85563e+13
threshold=65.534455000000023 61.511492200000006 23.500000000000004 82.905000000000015 87.395000000000024 55.111813300000001 40.905000000000008 57.15297970000001 149.05000000000004 5.5000000000000009 3.5000000000000004 100.05000000000001 8.5000000000000018 4.5000000000000009 122.65000000000002 12.500000000000002 10.500000000000002 114.05000000000001 118.04500000000002 12.500000000000002 57.14107305000001 6.0000000000000009 17.500000000000004 65.493200550000012 2.5000000000000004 78.010000000000005 60.753246850000004 42.405000000000008 60.064438250000002 99.050000000000011
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 5 -4 -5 29 -7 11 26 10 -10 19 13 -13 17 16 -16 -14 -19 21 22 -8 24 -24 25 -21 28 -22 -9 -3
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 12 14 -15 15 -17 -18 18 -20 20 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0305099385139556 117.53893480756122 -13102.582050002311 6445.8526954780191 236379.4863715278 27070.546015222295 1835.7667586750399 -3627.8753229872741 3959.505188850233 30005.781257512019 -50388.923281249998 258643.10433467745 -16431.309047022409 -14087.168584319836 -100004.11893789558 7745.7989636479588 -82117.765597873266 190830.90317925348 -126356.38952922079 -20381.506924396672 -11577.576214079472 13734.931555454481 11856.135370309607 31037.201540770569 -18723.783446682024 10321.474018523677 -97006.61442808494 -12940.540600784921 -25302.339436829818 98027.163614538949 -111156.57671875
leaf_weight=2997977 1027379 2980 413 36 97 13441 13530 5652 26 20 31 106 524 158 147 36 36 77 73 3460 219 2022 532 251 834 78 1480 2126 33 30
leaf_count=2997977 1027379 2980 413 36 97 13441 13530 5652 26 20 31 106 524 158 147 36 36 77 73 3460 219 2022 532 251 834 78 1480 2126 33 30
internal_value=0 -39.6389 -2556.28 25270.4 83725.6 -2873.45 -2122.06 -3813.5 1968.01 101173 154352 -5543 -26870.4 -66448.4 -15169.8 23069.9 43762.5 -27594.9 -74781.9 -4472.57 -10398.6 -1614.71 -5277.34 15085.7 -8924.25 -13461 901.887 -21656.6 4505.54 -14079.9
internal_weight=0 3.04642e+06 48448 546 133 47902 44892 31451 7242 77 57 24209 1157 264 893 219 183 674 150 23052 7500 15552 5155 783 4372 3538 7165 2345 5685 3010
internal_count=4073804 3046425 48448 546 133 47902 44892 31451 7242 77 57 24209 1157 264 893 219 183 674 150 23052 7500 15552 5155 783 4372 3538 7165 2345 5685 3010
is_linear=0
shrinkage=0.1


Tree=1860
num_leaves=31
num_cat=0
split_feature=6 5 4 1 3 4 6 0 4 4 1 1 1 0 4 2 3 0 4 3 1 1 6 1 1 1 3 1 3 4
split_gain=1.8649e+12 9.46002e+12 2.46322e+13 2.56212e+13 4.18859e+13 5.4559e+13 6.50886e+13 4.71832e+13 1.3967e+13 1.93463e+13 1.26764e+13 6.65703e+13 6.09832e+13 7.50017e+13 2.23898e+13 2.15196e+13 3.22351e+13 2.21893e+13 2.26237e+13 1.95726e+13 6.14954e+13 4.42754e+13 3.98522e+13 5.0135e+13 8.60926e+13 1.34985e+14 7.17501e+13 9.26854e+13 6.04465e+13 4.23662e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 30.509101000000005 3.5000000000000004 15.500000000000002 247.90000000000001 59.91832440000001 32.500000000000007 29.500000000000004 39.777866350000004 39.803839700000005 39.749243900000003 47.22829500000001 25.500000000000004 2421.5000000000005 5.5000000000000009 56.838524800000009 10.500000000000002 4.5000000000000009 60.590708550000009 39.873894000000007 156.15000000000003 60.636764050000004 82.901648750000021 82.948524700000021 2.5000000000000004 43.997056950000008 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 3 4 7 6 -6 -2 9 10 12 -12 14 -14 -3 16 -13 -18 -19 22 21 -21 23 26 29 28 27 -17 -26 -25
right_child=1 8 -4 -5 5 -7 -8 -9 -10 -11 11 15 13 -15 -16 19 17 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.7879523284074832 -60256.612550951089 1145.0572450009165 102547.24789663462 7948.9442048238552 -242855.98596643517 50220.457390625001 -41910.639374999999 142299.22291100546 -38356.41824465261 73933.752748736224 -177397.30973011366 -79278.803363104933 142407.04871826174 -53820.675502232152 -76857.024155405408 -88865.651159342451 -77819.391215820317 101732.52220052085 -35573.886113281253 -130149.19819196429 2264.6467994410818 -16894.666892575402 7467.5085709887662 -19093.459462254992 -9560.2359074519245 -29334.251517775079 30231.525909532178 6447.1199019763917 173452.86832627119 -82669.246521880676
leaf_weight=4053505 23 6778 26 1663 27 25 40 23 103 34 22 90 64 28 37 150 20 30 20 35 3280 2509 3678 169 26 238 507 319 59 276
leaf_count=4053505 23 6778 26 1663 27 25 40 23 103 34 22 90 64 28 37 150 20 30 20 35 3280 2509 3678 169 26 238 507 319 59 276
internal_value=0 -956.106 5908.2 4513.08 -36891.6 -75848.1 -122889 41021.3 -1635.03 -1429.12 -1568.87 -3613.04 1813.31 82685.6 721.568 -3277.85 -39693.6 11201.6 46810 -2759.75 -6785.01 -18452.8 1563.95 -10886.3 -29999.9 9299.08 4153.86 -24036.7 117472 -58524.7
internal_weight=0 20299 1827 1801 138 92 67 46 18472 18369 18335 11428 6907 92 6815 11406 160 70 50 11246 5824 2544 5422 1744 768 323 976 469 85 445
internal_count=4073804 20299 1827 1801 138 92 67 46 18472 18369 18335 11428 6907 92 6815 11406 160 70 50 11246 5824 2544 5422 1744 768 323 976 469 85 445
is_linear=0
shrinkage=0.1


Tree=1861
num_leaves=31
num_cat=0
split_feature=1 1 2 6 7 0 0 1 4 6 0 4 2 6 3 1 4 0 1 7 0 4 0 1 1 6 0 1 0 4
split_gain=1.80447e+12 3.64962e+13 9.32262e+13 7.92889e+13 6.59331e+13 6.39759e+13 8.18086e+13 6.78976e+13 6.26703e+13 6.25126e+13 4.46974e+13 4.1096e+13 6.14806e+13 3.8414e+13 5.69996e+13 3.19764e+13 3.41687e+13 3.12352e+13 3.06584e+13 6.11638e+13 5.93431e+13 8.40056e+13 7.06214e+13 5.7158e+13 5.4213e+13 5.28777e+13 6.20917e+13 5.2796e+13 7.00231e+13 6.34608e+13
threshold=49.030112300000006 47.386825600000002 3999.0000000000005 90.045000000000016 6.0000000000000009 55.866549750000011 55.910578700000009 47.504912950000005 6.5000000000000009 49.010000000000012 56.791379400000004 7.5000000000000009 2970.5000000000005 81.705000000000013 8.5000000000000018 47.504912950000005 5.5000000000000009 55.812023600000011 50.213874250000011 6.0000000000000009 55.82518790000001 8.5000000000000018 55.81943720000001 49.230435000000007 49.095306150000006 189.00000000000003 55.812023600000011 49.147669400000005 55.858844800000007 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 9 8 13 -7 -3 -4 12 -6 -8 -15 -11 -17 -18 19 25 22 -22 -21 24 -23 -2 -27 29 -29 -26
right_child=18 2 10 -5 11 6 7 -9 -10 15 -12 -13 -14 14 -16 16 17 -19 -20 20 21 23 -24 -25 27 26 -28 28 -30 -31
leaf_value=17.384279528973583 2753.2400420404342 -6889.7988876049103 371.79808527700584 -50971.086465589404 62244.165345844478 29395.949874416419 -5253.916245969699 -36711.208602832303 -2974.9757575894746 -47598.244931141657 -41268.933574708921 2021.6361536885288 -5781.5527353060452 13930.914518229167 167299.98484122986 -11058.981857938801 -5708.3778340266308 -33420.805412216017 -55.068149759626479 -2238.7076402751459 -15815.043350822983 -1199.4117327640565 -28632.853209680412 -2550.9610826256976 70567.958377661867 -60961.852015949124 76937.748437500006 -59931.570992408611 25819.586871005682 15875.748111042934
leaf_weight=2226218 113039 7818 54616 406 304 1263 5601 711 1136 411 259 2435 236 111 31 2770 520 1867 1607797 40127 1075 635 1040 1159 567 232 38 106 937 339
leaf_count=2226218 113039 7818 54616 406 304 1263 5601 711 1136 411 259 2435 236 111 31 2770 520 1867 1607797 40127 1075 635 1040 1159 567 232 38 106 937 339
internal_value=0 -58.2515 -2150.08 -7130.69 -6424.76 -8295.09 -1699.84 -7560.62 14067.3 -12656.9 175.261 7556.46 32514.4 -3951.69 47412.9 -20754.5 -18615.2 -27383.7 76.04 1399.35 -1676.55 8824.15 -2905.5 15900.6 24176.7 2647.66 -41553.8 32444.4 17104.7 50103.7
internal_weight=0 2.30671e+06 80495 25620 25214 22239 8853 6454 2399 13386 54875 2975 540 5743 142 5568 5157 2387 1.76709e+06 159294 45985 4818 41167 3743 2584 113309 270 1949 1043 906
internal_count=4073804 2306713 80495 25620 25214 22239 8853 6454 2399 13386 54875 2975 540 5743 142 5568 5157 2387 1767091 159294 45985 4818 41167 3743 2584 113309 270 1949 1043 906
is_linear=0
shrinkage=0.1


Tree=1862
num_leaves=31
num_cat=0
split_feature=6 6 1 4 2 1 2 4 3 0 0 1 0 0 4 4 6 0 0 1 0 4 4 4 3 1 4 1 0 1
split_gain=1.91652e+12 2.11537e+13 6.15722e+13 6.00239e+13 5.61055e+13 4.11789e+13 3.716e+13 3.25321e+13 2.90158e+13 2.67811e+13 2.67672e+13 6.27585e+13 9.3568e+13 9.1945e+13 7.533e+13 8.12804e+13 8.35363e+13 6.72411e+13 4.9934e+13 7.09931e+13 1.0944e+14 5.61908e+13 1.11962e+14 5.19702e+13 5.42476e+13 7.36354e+13 5.71959e+13 5.42245e+13 4.80487e+13 5.18335e+13
threshold=46.010000000000012 49.010000000000012 37.978059650000013 5.5000000000000009 2810.0000000000005 38.166910000000009 75.000000000000014 18.500000000000004 3.5000000000000004 55.812023600000011 55.806294650000005 37.682335600000009 55.759969450000007 55.753967500000009 26.500000000000004 8.5000000000000018 48.810000000000009 55.768246800000007 55.702806750000008 37.563506350000004 55.749683450000006 21.500000000000004 25.500000000000004 10.500000000000002 8.5000000000000018 37.631035900000008 17.500000000000004 37.600779750000008 55.721784200000009 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -7 -5 -2 11 12 13 18 15 -14 17 -17 -10 20 28 23 -23 27 25 -25 -26 -21 -20 -30
right_child=1 -3 5 4 -6 7 -8 -9 10 -11 -12 -13 14 -15 -16 16 -18 -19 19 21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-75.69848333610706 -13176.072834950774 -42.730999045647572 12226.577617426898 -12543.569449169754 4195.2823691666454 1180.7031669702478 5247.3938975865976 6400.2606857440151 -1990.6698802967639 -80625.08420009329 -7518.7371308114307 -13799.394464196281 -74478.173362379821 -81571.882702361385 -79721.942187500012 218504.90324074074 -84907.750576171878 57234.200331453969 50850.020284299797 115197.50959024235 -216713.99183238638 -156069.35379638671 90964.225245276175 290589.08794642863 22477.978663793107 53728.038448660722 218588.41464843752 -23220.096424615207 -871.14582265021727 -148983.43593750001
leaf_weight=1836669 485 2004014 3679 6109 6019 172355 10643 12830 3884 67 12948 2371 52 133 51 27 40 609 187 49 22 32 43 35 58 21 20 67 259 26
leaf_count=1836669 485 2004014 3679 6109 6019 172355 10643 12830 3884 67 12948 2371 52 133 51 27 40 609 187 49 22 32 43 35 58 21 20 67 259 26
internal_value=0 62.1478 963.734 -2393.53 -4536.51 1750.45 3935.3 1542.32 -6479.96 -21362.8 -4710.47 -157.313 5603.22 422.208 37766.7 45997.4 55264.7 64080.6 2740.99 25180.2 1299.7 61478.7 -14436.8 84253.3 126675 201766 72762.7 35249.4 11461.4 -14383.1
internal_weight=0 2.23714e+06 233121 44257 33062 188864 11195 185185 27043 552 20934 7986 5615 4836 779 728 676 636 4703 819 494 325 75 250 134 56 78 116 472 285
internal_count=4073804 2237135 233121 44257 33062 188864 11195 185185 27043 552 20934 7986 5615 4836 779 728 676 636 4703 819 494 325 75 250 134 56 78 116 472 285
is_linear=0
shrinkage=0.1


Tree=1863
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 0 1 6 1 2 1 5 4 1 0 0 7 1 5 1 4 5 1 5 4 2 0 4 1 7
split_gain=1.87398e+12 1.62354e+13 3.45231e+13 4.81529e+13 4.47885e+13 4.12189e+13 1.07588e+14 9.44501e+13 5.79257e+13 4.21594e+13 4.02895e+13 3.36396e+13 3.03792e+13 2.94909e+13 2.93391e+13 2.73661e+13 2.62742e+13 3.28747e+13 3.6459e+13 2.58413e+13 4.57094e+13 5.16873e+13 3.86336e+13 4.62174e+13 3.85042e+13 3.59842e+13 3.16187e+13 4.95223e+13 3.24965e+13 2.96855e+13
threshold=55.015000000000008 59.010000000000012 37.978059650000013 2828.5000000000005 37.804148700000006 55.539595350000006 37.755233900000007 58.995000000000012 37.600779750000008 2828.5000000000005 37.873748150000004 2.5000000000000004 26.500000000000004 37.768783500000005 57.719618750000002 55.783232450000007 6.0000000000000009 37.858952300000006 1.5000000000000002 30.410676000000006 6.5000000000000009 2.5000000000000004 30.323041000000003 2.5000000000000004 24.500000000000004 3338.0000000000005 59.848366150000011 8.5000000000000018 30.303340300000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -8 -2 -10 16 13 19 -9 -5 -14 -6 18 -18 20 22 24 23 -7 -22 -25 -23 28 -28 -29
right_child=1 -3 3 14 10 6 7 11 9 -11 -12 -13 15 -15 -16 -17 17 -19 -20 -21 21 26 -24 25 -26 -27 27 29 -30 -31
leaf_value=-54.986787163536235 -1568.2310224766284 -65.864540571469377 5659.5071360206584 662.8741968376429 -8131.8035939142201 7510.5409338173376 37647.780182618699 -110039.46819385594 -29023.398139948724 -5150.1332369157299 -1221.2330234776334 40645.479281250002 -199.03301738786249 -23808.833737409608 7723.0505476476337 -20234.720933147302 -100021.61939453126 -35739.655565866844 -1593.974336137112 2225.2519416534956 -4251.5675003308124 37558.22964776896 -26156.148629293781 -30378.474998162386 10974.309680672028 10392.271338392284 18159.581249999999 5089.4405761877315 -129712.6472935268 40851.028994654611
leaf_weight=2458121 8866 1321637 23821 183497 2230 1366 1289 59 1561 1406 4202 50 1373 121 6081 1354 40 1041 636 36752 11874 472 1294 837 1931 292 23 1251 42 285
leaf_count=2458121 8866 1321637 23821 183497 2230 1366 1289 59 1561 1406 4202 50 1373 121 6081 1354 40 1041 636 36752 11874 472 1294 837 1931 292 23 1251 42 285
internal_value=0 83.6576 755.709 1421.82 -1006.87 -216.779 836.306 27114.6 -5615.7 -17710.4 -8035.97 -31917.1 161.421 -52073.3 889.34 -10147.1 -15291 -24589.2 -7418.1 659.68 -2265.93 89.113 -12134.8 -4862.86 -2121.82 -19833.7 14812.7 8106.92 -77388.6 11724.9
internal_weight=0 1.61568e+06 294046 213399 80647 72498 60665 1519 11833 2967 8149 230 59146 180 189578 2727 3947 1717 676 56419 19667 15878 3789 2495 13805 1129 2073 1601 65 1536
internal_count=4073804 1615683 294046 213399 80647 72498 60665 1519 11833 2967 8149 230 59146 180 189578 2727 3947 1717 676 56419 19667 15878 3789 2495 13805 1129 2073 1601 65 1536
is_linear=0
shrinkage=0.1


Tree=1864
num_leaves=31
num_cat=0
split_feature=0 1 1 6 5 4 4 0 1 1 4 5 6 6 6 6 3 1 1 7 4 5 4 7 6 3 3 5 6 4
split_gain=1.78108e+12 5.26513e+13 8.39335e+13 6.05818e+13 5.96595e+13 5.00768e+13 5.01681e+13 4.55751e+13 1.96126e+14 7.36052e+13 5.12402e+13 6.60394e+13 1.08239e+14 5.39833e+13 5.11968e+13 1.10771e+14 5.45352e+13 4.95795e+13 4.58338e+13 4.45208e+13 4.29633e+13 4.29528e+13 1.30632e+14 4.24854e+13 4.10573e+13 4.01274e+13 3.91182e+13 4.31747e+13 3.83518e+13 3.7417e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 45.305000000000007 3.5000000000000004 7.5000000000000009 3.5000000000000004 44.249882500000005 38.657016300000002 39.231261550000006 6.5000000000000009 3.5000000000000004 134.05000000000004 112.00500000000001 96.050000000000011 112.00500000000001 3.5000000000000004 38.893394150000006 40.024897700000004 6.0000000000000009 8.5000000000000018 2.5000000000000004 14.500000000000002 6.0000000000000009 47.805000000000007 1.5000000000000002 1.5000000000000002 2.5000000000000004 49.010000000000012 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 19 3 -3 5 6 26 9 10 17 -9 12 14 -13 21 16 -16 -4 -10 -1 -7 23 -23 -12 -22 -26 -5 -28 -8 -19
right_child=-2 2 7 4 -6 20 28 8 18 -11 11 13 -14 -15 15 -17 -18 29 -20 -21 24 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-14306.267051375769 12.657697979352122 -4467.8029582385961 28361.704577397366 2322.9747979525864 -72134.24155783582 69448.876566497624 45284.71557091346 7068.5647713106637 -48041.688483472142 356.47463871164479 -759.69033786786679 -32164.968359375001 219752.78616071428 -250692.98318359378 -34586.455000000002 -97863.352243589747 131780.91078629033 -14371.233619797842 -18666.118867162269 -77250.78943230414 -67978.275741506179 -24370.768302572709 -236648.28024193548 -26911.357741271666 -51391.065400206367 38864.713760257931 243379.13821614586 49435.063068181822 3726.8886767914987 -54515.158655222855
leaf_weight=1198 3929793 1316 255 29 67 342 260 4626 1113 123530 2935 26 21 20 25 39 93 3097 1016 124 43 447 31 788 53 698 24 22 1522 251
leaf_count=1198 3929793 1316 255 29 67 342 260 4626 1113 123530 2935 26 21 20 25 39 93 3097 1016 124 43 447 31 788 53 698 24 22 1522 251
internal_value=0 -345.405 -161.359 13474 21190.1 23279.2 13162.3 -592.758 -6714.02 -54.4585 -290.304 -7983.44 -6731.35 -127177 -7822.71 48243.9 96533.6 -14143.4 -34023.1 -20210.3 39817.2 -9918.04 -38137.7 -6294.88 27053.9 32495.1 93280.5 150623 9790.32 -17380.8
internal_weight=0 144011 142689 4376 3060 2993 1857 138313 11180 127133 9051 4425 4379 46 4358 157 118 3603 2129 1322 1136 4201 478 3723 794 751 75 46 1782 3348
internal_count=4073804 144011 142689 4376 3060 2993 1857 138313 11180 127133 9051 4425 4379 46 4358 157 118 3603 2129 1322 1136 4201 478 3723 794 751 75 46 1782 3348
is_linear=0
shrinkage=0.1


Tree=1865
num_leaves=31
num_cat=0
split_feature=0 1 6 6 6 4 4 6 6 3 5 1 6 6 6 4 5 6 4 6 3 4 3 3 5 5 7 5 3 6
split_gain=1.73985e+12 3.68042e+12 3.58623e+12 1.01091e+13 9.18176e+12 8.06221e+12 1.35934e+13 1.95788e+13 1.31403e+13 1.15216e+13 2.04626e+13 1.51736e+13 1.37258e+13 9.58946e+12 9.05209e+12 8.70108e+12 8.1038e+12 7.12497e+12 1.36021e+13 9.49635e+12 6.89096e+12 6.82971e+12 6.46802e+12 6.4493e+12 1.52782e+13 7.91198e+12 6.23322e+12 8.48944e+12 1.75799e+13 7.72017e+12
threshold=42.965693300000005 48.411058050000008 87.015000000000015 79.710000000000022 74.015000000000015 10.500000000000002 13.500000000000002 91.02500000000002 92.02500000000002 5.5000000000000009 2.5000000000000004 47.504912950000005 138.05000000000004 118.04500000000002 99.050000000000011 11.500000000000002 2.5000000000000004 82.00500000000001 12.500000000000002 84.00500000000001 1.5000000000000002 11.500000000000002 8.5000000000000018 4.5000000000000009 2.5000000000000004 3.5000000000000004 6.0000000000000009 3.5000000000000004 2.5000000000000004 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 7 16 -9 10 14 13 -13 -11 -10 -12 21 -5 -19 -20 -1 -7 -21 -8 -25 -26 27 -4 -29 -28
right_child=-2 -3 5 17 -6 6 23 8 9 11 15 12 -14 -15 -16 -17 -18 18 19 22 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=6540.4102126264852 4.0654917008491038 -42886.331361607146 -17890.219038150186 16461.791547898432 -9900.2120752756528 -39951.915044202302 13110.394129418544 79323.77029770361 11391.392429956897 112498.5022427263 15653.877573529413 10642.504831015098 81264.376263020837 24945.321448863637 97600.008475167415 -43295.641940018511 -51931.877208806822 -3937.2814336157303 -10720.359791666668 28591.995967060811 -1258.5520268630635 11858.009627384336 90515.930241935479 15576.694112318843 -52287.77064755348 4195.0843371975807 -3449.1898933421503 22932.629019132226 -15931.57786384411 32828.823421478271
leaf_weight=1300 4058099 21 836 573 1094 38 61 33 29 29 34 333 30 22 21 95 55 622 30 37 8816 77 31 69 124 31 703 186 311 64
leaf_count=1300 4058099 21 836 573 1094 38 61 33 29 29 34 333 30 22 21 95 55 622 30 37 8816 77 31 69 124 31 703 186 311 64
internal_value=0 -1050.5 -994.488 -231.767 -1197.47 -3992.38 3024.47 9734.37 17907.2 14489.4 -6708.96 23654.9 16479 74730.5 47599 -27758.6 -20360.9 8140.68 1518.47 36145.8 -256.313 -5261.79 56822 -15716.2 -23566.3 -40991.2 -7604.39 -11737 -1386.82 -422.081
internal_weight=0 15705 15684 12503 11210 3181 1081 796 626 593 179 414 363 51 50 129 170 1293 720 98 10116 115 68 285 224 155 2100 1333 497 767
internal_count=4073804 15705 15684 12503 11210 3181 1081 796 626 593 179 414 363 51 50 129 170 1293 720 98 10116 115 68 285 224 155 2100 1333 497 767
is_linear=0
shrinkage=0.1


Tree=1866
num_leaves=31
num_cat=0
split_feature=1 1 6 6 6 5 6 0 2 6 3 4 1 1 4 0 0 6 7 1 0 4 0 3 0 3 3 1 4 4
split_gain=1.70987e+12 2.61396e+13 1.74875e+13 1.51691e+13 4.17266e+13 3.27669e+13 3.19689e+13 5.69747e+13 3.8065e+13 6.69593e+13 3.67027e+13 3.14173e+13 2.52801e+13 4.25445e+13 2.92582e+13 2.52571e+13 4.21701e+13 3.92831e+13 2.68917e+13 6.63729e+13 9.63813e+13 4.04812e+13 3.90253e+13 3.23841e+13 3.02192e+13 2.91659e+13 2.45558e+13 2.83418e+13 3.87337e+13 2.44299e+13
threshold=82.970388650000018 82.965501500000016 33.585000000000008 59.010000000000012 58.755000000000003 2.5000000000000004 74.015000000000015 54.944948950000004 2851.5000000000005 75.010000000000005 5.5000000000000009 7.5000000000000009 103.8879505 92.948588300000011 10.500000000000002 54.988402950000008 55.007293000000011 63.705000000000005 6.0000000000000009 83.011163250000024 55.017684700000011 24.500000000000004 55.013931500000005 9.5000000000000018 55.988910100000005 7.5000000000000009 14.500000000000002 83.001701100000005 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 4 -2 6 7 11 9 10 -8 -5 13 -13 -14 -9 17 -17 22 20 23 -22 -18 25 -21 -20 27 28 -24 -30
right_child=3 2 -4 5 -6 -7 8 15 -10 -11 -12 12 14 -15 -16 16 18 -19 19 24 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.3624771167981304 35.537649982720481 -3400.8625989537513 3039.1355542294909 -4870.0153397414742 6991.1848142560139 -82.648810976872241 -196068.72898437502 -11272.002145706943 -8869.6532244468999 -17595.816657203854 -39644.668782552086 5536.2638244392101 31785.013726678895 -89069.902587890625 6228.5184276560412 25718.493183779188 -15800.79297670457 -1241.9995194903672 -912.26339764503302 -13022.328502149576 21725.63889378139 128709.70151909723 -20127.315544008245 -19702.143802611419 1076.3527746313357 22472.478631890284 -22096.945480815852 -5549.9242999984408 19219.252459720996 -11071.331088987012
leaf_weight=3450934 383482 4692 41610 2473 8823 133229 40 4247 4426 172 24 4897 860 48 935 943 3815 1266 5302 4692 2016 36 419 826 2249 593 709 8267 1453 326
leaf_count=3450934 383482 4692 41610 2473 8823 133229 40 4247 4426 172 24 4897 860 48 935 943 3815 1266 5302 4692 2016 36 419 826 2249 593 709 8267 1453 326
internal_value=0 26.3054 2386.54 -159.558 191.971 -907.981 -3062.59 -2269 -10956.2 -50087.7 -137410 4770.54 8307.79 4617.94 18472.9 -4014.35 -3077.82 10267.2 -4037.95 -1147.53 4633.29 23602.6 -7068.18 -1158.25 -8454.12 1440.09 -4086.72 -2866.53 7226.1 13668.5
internal_weight=0 3.49724e+06 46302 576568 392305 184263 51034 46372 4662 236 64 9213 6740 4945 1795 37159 32912 2209 30703 15714 8773 2052 14989 6721 6941 5895 11174 10465 2198 1779
internal_count=4073804 3497236 46302 576568 392305 184263 51034 46372 4662 236 64 9213 6740 4945 1795 37159 32912 2209 30703 15714 8773 2052 14989 6721 6941 5895 11174 10465 2198 1779
is_linear=0
shrinkage=0.1


Tree=1867
num_leaves=31
num_cat=0
split_feature=4 4 3 6 2 0 0 1 6 6 0 1 3 6 1 6 6 0 0 1 6 6 0 0 5 1 1 0 1 6
split_gain=1.74168e+12 1.0395e+13 3.28764e+13 3.2294e+13 3.52533e+13 3.51694e+13 6.73398e+13 6.18993e+13 1.2364e+14 7.62215e+13 5.02607e+13 3.20101e+13 2.80829e+13 2.6218e+13 3.16331e+13 5.05255e+13 9.94086e+13 1.49198e+14 6.87914e+13 6.54223e+13 4.99355e+13 7.07039e+13 5.5139e+13 5.65658e+13 5.47204e+13 4.75871e+13 4.13836e+13 3.66972e+13 6.39627e+13 1.2897e+14
threshold=3.5000000000000004 4.5000000000000009 3.5000000000000004 47.005000000000003 75.000000000000014 55.812023600000011 55.743464250000009 37.649344350000007 31.995000000000001 40.610000000000007 55.622114900000007 37.702956500000006 1.5000000000000002 88.825000000000003 30.362494150000003 96.050000000000011 106.49500000000002 54.762682300000009 54.73499850000001 30.303340300000002 99.050000000000011 97.020000000000024 59.982409200000006 59.91832440000001 3.5000000000000004 30.330566300000005 30.345769800000003 45.029425500000009 37.331232350000008 118.04500000000002
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 5 6 10 8 -8 -10 -2 -12 -7 -5 15 -15 17 18 -17 -18 21 -19 23 24 -22 -25 -21 28 29 -16
right_child=1 -3 -4 13 -6 12 7 -9 9 -11 11 -13 -14 14 27 16 19 20 -20 26 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=263.58432506673142 -5101.0693479666688 13.644464651452843 -3619.0004674453289 3179.7779965846453 -1424.6595448944272 -150378.6484038482 283346.72343750001 -49728.360707720596 -87933.523954503689 115716.79796875 -122203.43911621094 -20383.39468500665 -38880.342534348063 -24499.846616327195 -28194.035968750002 101313.04570312501 -25840.640398888223 98809.111328125 270749.26131756761 67362.631606445313 -92688.540257352943 -81835.803846153853 -79404.934709821435 155957.1004296875 97997.209693287034 30011.158487955734 -27782.799340820315 -11240.568806930038 4511.5006207482293 307964.35446428572
leaf_weight=236154 163 3715317 33026 35313 46733 37 24 51 34 40 90 47 58 336 25 68 455 30 37 160 34 78 28 80 27 48 64 4282 944 21
leaf_count=236154 163 3715317 33026 35313 46733 37 24 51 34 40 90 47 58 336 25 68 455 30 37 160 34 78 28 80 27 48 64 4282 944 21
internal_value=0 -16.2199 -923.218 73.6909 -1719.28 -27029 -15333.4 39618.2 86114.8 22147.7 -42626 -87272.5 -82306 2090.49 -3636.15 9471.87 19764.5 57386.9 161019 -4061.22 23905.7 -31656.7 51558.9 70960.9 -8286.65 108727 40178.2 -7228.92 10122.5 125270
internal_weight=0 3.83765e+06 122333 89307 47277 544 449 149 98 74 300 137 95 42030 6717 1445 1109 430 105 679 325 108 217 189 61 128 224 5272 990 46
internal_count=4073804 3837650 122333 89307 47277 544 449 149 98 74 300 137 95 42030 6717 1445 1109 430 105 679 325 108 217 189 61 128 224 5272 990 46
is_linear=0
shrinkage=0.1


Tree=1868
num_leaves=31
num_cat=0
split_feature=2 6 3 4 3 1 0 1 0 6 1 0 0 0 7 0 6 0 5 1 1 6 6 4 0 6 6 1 1 1
split_gain=1.67765e+12 2.77935e+12 2.78467e+12 1.66258e+12 1.56519e+13 4.82886e+13 3.95838e+13 4.99041e+13 4.86663e+13 3.49619e+13 3.30677e+13 4.11821e+13 5.74608e+13 5.3372e+13 3.33608e+13 2.54191e+13 4.5046e+13 3.47039e+13 2.94552e+13 2.51555e+13 4.50766e+13 2.24566e+13 2.12858e+13 1.94446e+13 3.81217e+13 4.2675e+13 6.00757e+13 3.50216e+13 7.99474e+13 4.66703e+13
threshold=15792.500000000002 44.010000000000012 4.5000000000000009 18.500000000000004 16.500000000000004 37.543519500000009 55.806294650000005 37.563506350000004 55.539595350000006 71.030000000000015 37.488790500000007 55.633951400000008 55.753967500000009 55.685785750000008 6.0000000000000009 59.898927250000007 130.05000000000004 60.01610465000001 2.5000000000000004 37.649344350000007 37.586700500000006 47.805000000000007 78.605000000000004 17.500000000000004 45.015054600000006 142.05000000000004 120.05000000000001 82.963919600000011 82.962856350000024 82.965501500000016
decision_type=2 2 2 2 2 2 2 2 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 4 23 9 7 8 -7 10 -6 -12 13 -13 -14 16 -11 18 -17 20 22 -22 -8 -1 25 26 -25 28 -26 -29
right_child=1 2 -4 -5 5 6 19 -9 -10 15 11 12 14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=3.6972267072738321 -33377.696416015628 -15615.331777343752 28052.685122282612 -159.5593666835056 -3490.8310785277836 7822.5432569934483 -31586.549099609372 -3249.8139833392565 144439.33934895834 -39784.532960945697 3632.9147804953836 -32286.072265625 -49177.392453835229 -219242.09576119087 71330.51184895834 130057.18834134616 70171.655999599359 -42003.973199404769 12200.402118716032 5650.7466515312317 12968.415502814527 90552.971677362351 68474.480700231492 -5727.7238406246915 2766.5093006412894 129986.39512567935 -131835.09573396383 -16084.794356690618 83784.030772925209 -168.70705069634568
leaf_weight=3389079 40 40 23 560858 3392 62 100 15522 45 834 176 26 154 37 27 26 39 105 115 4644 53 126 27 6413 74235 23 38 2094 122 15329
leaf_count=3389079 40 40 23 560858 3392 62 100 15522 45 834 176 26 154 37 27 26 39 105 115 4644 53 126 27 6413 74235 23 38 2094 122 15329
internal_value=0 -12762.2 326.96 0.322679 25.8493 -2442.16 -312.436 -2780.65 65278.2 -11330.3 -6768.18 -33236.7 -59831.1 -142086 -31201.1 -26871.8 -34872.4 1520.8 33932.9 7480.65 35252.1 67581 -10313.7 43.9029 1430.72 -5985.78 -6470.57 1953.87 2899.44 -2081.6
internal_weight=0 103 63 4.0737e+06 3.51284e+06 25510 20579 15629 107 4931 3812 420 244 63 181 1119 873 246 141 4950 306 179 127 3.48733e+06 98254 6474 6451 91780 74357 17423
internal_count=4073804 103 63 4073701 3512843 25510 20579 15629 107 4931 3812 420 244 63 181 1119 873 246 141 4950 306 179 127 3487333 98254 6474 6451 91780 74357 17423
is_linear=0
shrinkage=0.1


Tree=1869
num_leaves=31
num_cat=0
split_feature=3 0 4 6 6 2 0 6 6 4 6 1 4 1 6 4 6 0 6 6 0 4 0 3 6 6 1 1 5 3
split_gain=1.74197e+12 1.49349e+13 2.12785e+13 3.1334e+13 4.39933e+13 3.00583e+13 2.03853e+13 2.12469e+13 3.12457e+13 2.55763e+13 3.45068e+13 3.1855e+13 2.11836e+13 3.78886e+13 1.92702e+13 1.74717e+13 1.50966e+13 1.42838e+13 2.55916e+13 6.7165e+13 4.42071e+13 5.47391e+13 3.58643e+13 3.07004e+13 2.74927e+13 3.72242e+13 4.08377e+13 4.53486e+13 6.3824e+13 3.79351e+13
threshold=10.500000000000002 45.055912800000009 11.500000000000002 83.010000000000005 75.605000000000004 2892.5000000000005 45.059854000000009 80.030000000000015 100.05000000000001 16.500000000000004 149.05000000000004 39.008519500000006 21.500000000000004 39.029038350000008 87.395000000000024 19.500000000000004 149.05000000000004 45.015054600000006 168.45000000000002 189.00000000000003 45.029425500000009 21.500000000000004 45.022979600000006 16.500000000000004 81.02500000000002 106.49500000000002 41.912736000000002 39.033214400000013 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 2 3 4 -2 -6 7 -3 12 11 15 -10 14 -14 -9 -11 -5 -4 24 20 -20 -22 -21 -24 -19 29 27 28 -27 -26
right_child=1 6 17 16 5 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 18 19 22 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-28.166777362460266 -17436.71297274503 -4236.3626168423461 337.95056351465382 -40074.156501750207 154472.03569711538 20969.050618489586 50.796453576197543 -22069.712600160259 152629.96779891304 -35145.048891715116 -133210.20567294033 9006.6312998670219 -41376.858828124998 116102.75561079546 -74143.445555022015 58584.785486169771 -122455.52506760818 2347.2769316269078 12473.905649038461 -93570.765625 -209088.85773809525 -14372.264772727274 86849.228961074565 -8701.7891815929888 6658.423438504723 150686.41026785714 83233.830324074079 -51200.45999288356 -1942.7165204955386 28043.070003904042
leaf_weight=3436249 330 3374 28080 154 26 48 577947 117 23 43 22 47 50 22 181 37 26 21893 26 28 42 22 57 82 1786 28 54 188 1273 1549
leaf_count=3436249 330 3374 28080 154 26 48 577947 117 23 43 22 47 50 22 181 37 26 21893 26 28 42 22 57 82 1786 28 54 188 1273 1549
internal_value=0 151.811 1716.24 -17271.6 -1810.22 67875.5 2.07445 -7188.61 -25566.7 9648.7 -22296.3 56197.2 -41937 6741.91 -53698.4 8205 -51973.7 1917.46 3558.46 -27847.2 -97484.4 -142155 9681.9 30481 3859.95 10649 -2193.73 -5291.84 1342.15 16590.9
internal_weight=0 637555 55692 584 404 74 581863 3916 542 172 102 70 370 72 298 80 180 55108 27028 257 90 64 167 139 26771 4878 1543 1489 1301 3335
internal_count=4073804 637555 55692 584 404 74 581863 3916 542 172 102 70 370 72 298 80 180 55108 27028 257 90 64 167 139 26771 4878 1543 1489 1301 3335
is_linear=0
shrinkage=0.1


Tree=1870
num_leaves=31
num_cat=0
split_feature=4 0 0 6 6 0 0 0 4 4 6 2 6 6 1 6 3 1 7 4 3 6 7 4 0 1 5 6 6 0
split_gain=1.68454e+12 1.0396e+13 2.60922e+13 2.45044e+13 3.39299e+13 1.38247e+13 4.55583e+13 3.5654e+13 3.16438e+13 3.09622e+13 2.93521e+13 1.82906e+13 1.71135e+13 3.80739e+13 2.49826e+13 2.13194e+13 2.4646e+13 1.44605e+13 1.5705e+13 3.10576e+13 2.11908e+13 1.45061e+13 1.28983e+13 1.21989e+13 1.13586e+13 1.06415e+13 9.99909e+12 9.60043e+12 1.90825e+13 6.32923e+13
threshold=25.500000000000004 43.550475500000012 43.6005307 104.01000000000001 81.705000000000013 53.310923100000004 54.73499850000001 53.20799465000001 26.500000000000004 30.500000000000004 63.140000000000008 4556.0000000000009 120.05000000000001 100.05000000000001 39.231261550000006 73.41500000000002 18.500000000000004 39.703507450000011 6.0000000000000009 31.500000000000004 5.5000000000000009 58.305000000000007 6.0000000000000009 27.500000000000004 53.175387700000009 39.689978950000004 1.5000000000000002 98.020000000000024 99.050000000000011 56.83050475000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 11 -7 10 -10 12 13 14 15 23 -17 21 20 -20 -19 -16 -3 -4 -21 -23 -22 -8 29 -29
right_child=1 2 5 -5 -6 6 27 -9 9 -11 -12 -13 -14 -15 17 16 -18 18 19 24 26 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.436894756738381 43558.821051897328 -120545.80933883102 17361.279332920032 -138331.80917968749 60801.600156250002 3145.6671119278399 365.50507880739525 33240.167301358815 -24675.722649903371 4348.5605574655756 -68492.192948404947 77934.019885253903 79696.452120535716 -101049.68103298612 -4871.2090954983623 115695.40841090426 1916.3131835937502 -43049.689364553051 5815.9028353187132 22994.530888671878 14088.007234648685 -26701.150307315158 -17395.377556818185 -53108.803836059575 -58710.107817639808 -100087.54119318182 49951.306252536531 109281.68625266336 4909.5345987132678 -46631.323858784519
leaf_weight=4004864 56 27 445 24 30 482 61763 443 477 219 225 32 28 36 775 47 32 43 738 20 157 194 22 26 114 22 154 66 2200 43
leaf_count=4004864 56 27 445 24 30 482 61763 443 477 219 225 32 28 36 775 47 32 43 738 20 157 194 22 26 114 22 154 66 2200 43
internal_value=0 490.116 455.103 -49838.4 -22954.3 530.418 211.846 6839.7 -17614.1 -28478.5 -38719.5 2754.69 1904.9 1127.82 2457.2 21534.4 69607.7 -2275.54 4985.53 -2225.83 22749.1 -11258.5 -74233.4 13471.2 -46515.4 -34175.7 31846.7 602.184 6933.05 47774.7
internal_weight=0 68940 68884 103 79 68781 65475 3306 1403 921 702 2863 2831 2803 2767 550 79 2217 1226 872 354 991 49 471 134 216 311 64072 2309 109
internal_count=4073804 68940 68884 103 79 68781 65475 3306 1403 921 702 2863 2831 2803 2767 550 79 2217 1226 872 354 991 49 471 134 216 311 64072 2309 109
is_linear=0
shrinkage=0.1


Tree=1871
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 0 0 0 1 6 6 1 5 1 1 1 6 0 0 2 1 7 0 6 0 1 2 0 1 6
split_gain=1.66905e+12 1.37984e+13 2.0766e+13 2.97482e+13 3.6684e+13 2.55055e+13 2.48416e+13 2.47646e+13 1.07766e+14 3.35817e+13 2.90942e+13 2.9009e+13 3.57633e+13 3.44158e+13 2.32276e+13 3.58847e+13 2.45625e+13 2.33541e+13 4.46058e+13 3.78561e+13 5.90351e+13 5.96082e+13 5.20118e+13 4.97633e+13 3.56912e+13 4.68544e+13 3.86923e+13 3.36392e+13 3.31767e+13 3.16689e+13
threshold=5.5000000000000009 55.145978450000008 52.02416370000001 45.126607350000008 43.56803845000001 53.310923100000004 54.188398350000007 54.947152850000002 38.657016300000002 57.005000000000003 50.010000000000012 38.109452700000006 2.5000000000000004 38.011626600000007 45.71452080000001 47.504912950000005 105.00500000000001 53.715816400000008 54.431501800000014 2851.5000000000005 55.90712030000001 6.0000000000000009 54.86311005000001 100.05000000000001 53.888505650000006 48.411058050000008 2691.5000000000005 54.762682300000009 54.62357655000001 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 11 10 -10 -9 12 -4 -14 16 -16 -7 -17 24 20 23 22 -22 -20 29 -26 -27 -21 -28 -19
right_child=-2 -3 3 5 6 14 -8 8 9 -11 -12 -13 13 -15 15 17 -18 18 19 27 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=340.89270188454049 -40.023796844198849 449.54343471336983 4878.7916085367797 -2463.0342859797056 -19581.112913195851 5886.2932822902158 -973.20131740241857 -15322.767840311048 -1416.5831436256344 21461.472731332222 -36544.100495597515 -6916.9463966567091 -8523.6430119575271 27700.35332426567 -22529.768039030063 2299.4749785616318 109435.98062160327 -827.34430264059779 18279.678249838067 -6185.7883992435491 4038.8592221750428 -50648.497505306441 -25997.289679306825 -34366.648572681574 19533.012042804377 -48058.810887365515 -19301.73243865083 -54.327720441300428 -5600.7919617078514 -105482.59749461208
leaf_weight=294309 2928705 572471 9941 52468 2284 5688 1046 2164 3002 816 921 5564 3937 281 715 33762 23 9768 3589 9709 8995 219 616 189 505 285 2762 114133 4908 29
leaf_count=294309 2928705 572471 9941 52468 2284 5688 1046 2164 3002 816 921 5564 3937 281 715 33762 23 9768 3589 9709 8995 219 616 189 505 285 2762 114133 4908 29
internal_value=0 102.365 -244.719 -863.974 -3840.85 -504.922 -13736.1 -2603.29 -7758.31 3473.02 -21658.2 -799.047 1605.08 -6110.43 19.5332 -169.162 6303.32 -84.7792 -601.758 15.0982 5021.58 938.269 2113.75 15646 -5245.83 -10003.9 -11878.9 -535.024 -10534.6 -1137.13
internal_weight=0 1.1451e+06 572628 278319 29956 248363 3330 26626 6903 3818 3085 19723 14159 4218 195895 190184 5711 189469 155707 137450 13608 9830 9611 3778 18257 8460 7955 123842 7670 9797
internal_count=4073804 1145099 572628 278319 29956 248363 3330 26626 6903 3818 3085 19723 14159 4218 195895 190184 5711 189469 155707 137450 13608 9830 9611 3778 18257 8460 7955 123842 7670 9797
is_linear=0
shrinkage=0.1


Tree=1872
num_leaves=31
num_cat=0
split_feature=1 1 4 7 0 6 6 0 6 4 4 6 2 6 4 6 0 1 3 1 0 6 5 6 1 6 4 6 3 6
split_gain=1.80177e+12 2.54162e+13 3.45666e+13 5.22751e+13 6.05462e+13 4.91466e+13 3.53296e+13 3.19666e+13 2.44983e+13 2.67444e+13 4.96464e+13 3.62372e+13 2.40356e+13 3.09853e+13 4.86064e+13 2.75866e+13 6.61594e+13 5.18293e+13 3.04824e+13 2.39541e+13 3.10326e+13 2.8938e+13 6.60327e+13 6.33941e+13 5.76262e+13 7.15976e+13 5.38758e+13 1.95452e+14 4.57173e+13 8.17072e+13
threshold=65.534455000000023 61.511492200000006 23.500000000000004 6.0000000000000009 57.15297970000001 77.565000000000012 87.395000000000024 55.111813300000001 40.905000000000008 14.500000000000002 15.500000000000002 88.00500000000001 6082.0000000000009 128.05000000000004 10.500000000000002 108.05000000000001 57.15297970000001 65.493200550000012 3.5000000000000004 65.574968200000015 56.986919400000012 94.02500000000002 3.5000000000000004 134.05000000000004 65.559704250000024 149.05000000000004 23.500000000000004 128.05000000000004 8.5000000000000018 128.05000000000004
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 7 4 5 -4 -7 -3 -9 12 -11 -12 13 15 -15 -10 -17 -18 -19 20 -2 -22 23 26 28 -26 -23 -28 -24 -30
right_child=19 2 3 -5 -6 6 -8 8 9 10 11 -13 -14 14 -16 16 17 18 -20 -21 21 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-1.9023121390410251 -113330.51351902174 -12572.307011405814 48443.241553199412 -9154.3164799528295 -4262.9751870291575 221075.2740131579 69795.457474459137 1646.3974875793192 -186.38504236323055 -35765.292683560445 -4031.7762511119226 -32371.946037099413 -7885.2527783529486 15208.419425815819 128069.54480377906 -42816.040786202902 -25054.033412879624 25737.232266773899 155280.21617588142 27.221380479333192 1787.0714438089367 29648.561099938666 -12750.26630613035 -19616.33616631402 -1608.2153289012422 104947.11955030489 -75616.30848911831 227932.34543750004 -4973.853459149097 -148484.10557154607
leaf_weight=2997977 23 3010 105 265 112 38 26 13441 18391 629 5695 490 5302 339 43 418 71 34 39 994861 28729 2172 555 360 273 82 140 25 83 76
leaf_count=2997977 23 3010 105 265 112 38 26 13441 18391 629 5695 490 5302 339 43 418 71 34 39 994861 28729 2172 555 360 273 82 140 25 83 76
internal_value=0 -38.6207 -2310.77 22708.3 52756.7 90544.9 159618 -2595.94 -1927.03 -3454.18 -8999.06 -6277 -1920.6 -284.981 27912.7 -853.308 -22677.8 35778.9 94945.1 114.52 2785.34 2867.52 11109.8 19446.4 -9922.73 23004.6 25463.7 -29624.1 -26294.1 -73569.9
internal_weight=0 3.04642e+06 48448 546 281 169 64 47902 44892 31451 6814 6185 24637 19335 382 18953 562 144 73 1.02738e+06 32518 32495 3766 2697 1069 355 2337 165 714 159
internal_count=4073804 3046425 48448 546 281 169 64 47902 44892 31451 6814 6185 24637 19335 382 18953 562 144 73 1027379 32518 32495 3766 2697 1069 355 2337 165 714 159
is_linear=0
shrinkage=0.1


Tree=1873
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 4 6 3 4 6 4 4 4 6 0 4 6 5 4 3 4 4 6 4 4 4 6 7 6
split_gain=1.72367e+12 6.43665e+13 1.2811e+14 8.31249e+13 8.82787e+13 1.1426e+14 1.65555e+14 7.62172e+13 7.65642e+13 6.18778e+13 4.10994e+13 3.60038e+13 4.28637e+13 3.6738e+13 3.56763e+13 3.47268e+13 4.27245e+13 6.65522e+13 4.26877e+13 4.01715e+13 3.88063e+13 3.21252e+13 6.19123e+13 4.70917e+13 3.0803e+13 2.95993e+13 5.6456e+13 2.82708e+13 2.73706e+13 2.72805e+13
threshold=60.605526900000008 60.620042600000012 56.791379400000004 56.838524800000009 56.83050475000001 6.0000000000000009 26.500000000000004 78.010000000000005 5.5000000000000009 16.500000000000004 168.45000000000002 25.500000000000004 24.500000000000004 16.500000000000004 100.05000000000001 56.818587550000011 14.500000000000002 134.05000000000004 4.5000000000000009 11.500000000000002 8.5000000000000018 15.500000000000002 9.5000000000000018 87.395000000000024 9.5000000000000018 5.5000000000000009 8.5000000000000018 57.410000000000004 6.0000000000000009 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 24 14 10 15 12 13 21 -9 18 17 19 -4 25 -18 22 -5 -23 -6 -17 -27 -14 -11 -2
right_child=1 -3 3 11 5 6 -8 8 -10 28 -12 -13 27 -15 -16 16 20 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-43.217665736411938 -9606.4019282050758 17.41250324966305 5728.5622471835259 4121.706909470915 -7815.142133597441 378049.87592592597 20923.954031250003 237561.61088471283 2475.4902680121531 48637.038880095082 -122549.30091145833 28695.603173689859 -3324.8628844584173 44502.560862198799 105660.31849524456 -22583.941510500852 52574.592838541663 166005.25827287947 -94011.463387784097 -78873.527148437512 202689.71700721156 -3955.0084284279455 33968.551418864423 -85080.420112047694 97660.435984848489 147981.9437546503 6264.6056996783091 -35836.118012960964 20188.983829232369 -47765.061192086447
leaf_weight=2826208 2760 1232124 1733 4354 172 27 25 37 45 697 24 618 871 249 46 87 51 28 44 48 26 1223 827 76 33 42 85 386 657 201
leaf_count=2826208 2760 1232124 1733 4354 172 27 25 37 45 697 24 618 871 249 46 87 51 28 44 48 26 1223 827 76 33 42 85 386 657 201
internal_value=0 97.902 6507.74 10934.6 23030.7 68495 206355 46967.4 107512 18060.9 7585.93 5441.79 3642.28 6808.73 164460 9042.67 37047.4 19466 3258.92 3805.35 103263 5360.31 8885.91 -8701.38 9163.85 22350.1 53131.8 -13308.4 34833.2 -12196.7
internal_weight=0 1.2476e+06 15472 12511 3907 385 52 333 128 3522 2168 8604 7986 6729 83 2144 367 290 1777 262 77 6480 5181 1299 205 214 127 1257 1354 2961
internal_count=4073804 1247596 15472 12511 3907 385 52 333 128 3522 2168 8604 7986 6729 83 2144 367 290 1777 262 77 6480 5181 1299 205 214 127 1257 1354 2961
is_linear=0
shrinkage=0.1


Tree=1874
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 2 6 2 6 6 0 1 1 0 0 1 0 5 6 1 1 1 1 1 6 6 0 0 6 6
split_gain=1.71493e+12 6.70903e+12 2.48882e+13 3.26959e+13 8.28464e+12 1.32076e+13 1.66453e+13 1.14309e+13 2.48354e+13 2.20661e+13 1.34342e+13 1.01353e+13 7.99823e+12 7.10287e+12 1.29649e+13 1.25058e+13 6.92687e+12 6.91566e+12 1.85966e+13 2.44433e+13 1.04046e+13 9.21524e+12 4.13081e+13 1.30786e+13 1.00205e+13 9.79994e+12 9.04723e+12 1.76618e+13 1.75218e+13 1.2387e+13
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 30.242318500000007 37.649344350000007 2343.5000000000005 247.90000000000001 2828.5000000000005 110.01500000000001 134.05000000000004 53.506098950000009 37.600779750000008 38.430814800000007 55.633951400000008 54.988402950000008 61.273924650000005 47.245981600000007 2.5000000000000004 54.410000000000004 20.507515800000004 20.507515800000004 30.472130500000002 30.389265100000003 30.277905650000005 56.805000000000007 59.815000000000005 56.685611200000004 56.324067350000007 93.050000000000011 95.045000000000016
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 16 3 -3 11 12 7 8 -7 13 -11 -4 -6 14 -9 -16 -1 18 20 -20 -18 22 23 24 -21 -26 27 -19 -28 -30
right_child=-2 2 4 -5 5 6 -8 9 -10 10 -12 -13 -14 -15 15 -17 17 26 19 21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-1038.8785516185128 -10.917385232887103 33747.242485119052 20964.175726318361 -128943.09611979168 -70907.308839465724 18551.221785624544 97939.616443452382 8647.4954958228864 136322.47736328127 -11163.114267113095 -97167.787500000006 100554.055546875 -8527.3631203573259 -7090.5846938069662 105310.83097795758 19434.968603515626 -55413.880942234857 2573.0586029574843 82746.384274193551 -31291.142731207772 754.10708874530644 -7277.6830267835976 118748.30073242188 -47434.231441482843 86848.373080842401 11194.408780317164 -2838.6983770778111 15901.936835638082 67200.414186789771 11723.676009304241
leaf_weight=28882 3961637 21 80 30 31 171 21 772 20 42 32 20 61 240 28 43 33 16001 31 37 53878 4577 32 51 23 67 5367 1060 44 472
leaf_count=28882 3961637 21 80 30 31 171 21 772 20 42 32 20 61 240 28 43 33 16001 31 37 53878 4577 32 51 23 67 5367 1060 44 472
internal_value=0 385.592 6790.37 -61953 9036.31 7130.36 9595.15 8218.86 30883.3 4477.37 -48354.3 36882.2 -29546.7 8087.29 12408.4 53301.5 292.204 762.915 187.759 -5764.68 719.726 -6337.87 14145.6 -4659.44 12517.8 30528.2 2235.12 3401.18 -1146.51 16454.3
internal_weight=0 112167 1612 51 1561 1461 1369 1348 191 1157 74 100 92 1083 843 71 110555 81673 58729 4818 53911 4787 210 178 127 90 22944 17061 5883 516
internal_count=4073804 112167 1612 51 1561 1461 1369 1348 191 1157 74 100 92 1083 843 71 110555 81673 58729 4818 53911 4787 210 178 127 90 22944 17061 5883 516
is_linear=0
shrinkage=0.1


Tree=1875
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 6 0 4 4 3 6 4 7 1 0 6 4 6 5 7 4 7 1 3 3 6 3 4
split_gain=1.67771e+12 3.04089e+13 5.3085e+13 5.67078e+13 6.29295e+13 4.55669e+13 3.76824e+13 4.61815e+13 1.19324e+14 6.41175e+13 8.29031e+13 6.85082e+13 4.46673e+13 4.38957e+13 3.30709e+13 5.54071e+13 1.02151e+14 3.29978e+13 3.86416e+13 5.03388e+13 6.4939e+13 3.50477e+13 4.57852e+13 3.28286e+13 7.87677e+13 5.15502e+13 3.01657e+13 2.92263e+13 8.20632e+13 2.89222e+13
threshold=56.888401950000009 56.838524800000009 60.636764050000004 25.500000000000004 60.770858000000011 53.252814850000007 189.00000000000003 118.04500000000002 56.850115550000005 11.500000000000002 18.500000000000004 12.500000000000002 130.05000000000004 8.5000000000000018 6.0000000000000009 60.66055595000001 56.850115550000005 51.015000000000008 13.500000000000002 67.00500000000001 2.5000000000000004 6.0000000000000009 14.500000000000002 6.0000000000000009 60.590708550000009 6.5000000000000009 14.500000000000002 87.395000000000024 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 5 4 14 17 7 27 9 -9 11 23 -12 -10 -4 16 -16 -3 -19 -20 21 22 -21 24 25 -11 -15 -7 29 -29
right_child=-2 2 3 -5 -6 6 -8 8 13 10 12 -13 -14 26 15 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.883855853446983 -137.34731463812224 1542.5956847854893 11734.348007943046 -15948.167674001386 -27523.674837054132 -736.74304517657765 -117055.8175502232 -12032.089637586807 -109143.48813671875 187283.88203125002 -50660.691224563954 283108.31573275867 88340.112287109383 -18673.755844919306 117721.71990499616 1410.5865468008308 26192.422717328489 16148.385396124484 13308.59391865223 -185621.11568750002 4905.6091168032153 313.25187422589556 -45841.671284884695 28686.443979779411 304907.87542613636 -22601.793062500001 106610.93375355116 -44031.119114752953 40509.927666642237 -13746.586743771379
leaf_weight=3283507 729992 10813 5919 775 373 31364 28 72 50 22 43 29 50 152 162 395 493 4443 1701 25 878 164 374 34 22 25 22 427 244 1206
leaf_count=3283507 729992 10813 5919 775 373 31364 28 72 50 22 43 29 50 152 162 395 493 4443 1701 25 878 164 374 34 22 25 22 427 244 1206
internal_value=0 29.9845 2255.2 9778.29 12493.9 1085.1 -1095.27 -999.101 28542.8 70104.2 96387.8 147338 24070.9 -26563.1 14635.8 30991.4 48830.2 5089.6 10146.1 1658.53 -12093.6 -38603.8 -54599.8 109112 148742 75642.6 -2833.16 -1462.12 -13583 -21665.4
internal_weight=0 3.34381e+06 60305 8117 7342 52188 33790 33762 521 297 225 132 93 224 6969 1050 655 18398 7585 3142 1441 563 399 103 69 47 174 33241 1877 1633
internal_count=4073804 3343812 60305 8117 7342 52188 33790 33762 521 297 225 132 93 224 6969 1050 655 18398 7585 3142 1441 563 399 103 69 47 174 33241 1877 1633
is_linear=0
shrinkage=0.1


Tree=1876
num_leaves=31
num_cat=0
split_feature=0 0 6 2 3 1 1 6 1 1 4 4 3 6 4 4 7 6 1 0 0 7 7 1 6 6 5 4 6 3
split_gain=1.65356e+12 1.85467e+13 9.8516e+13 4.026e+13 4.21271e+13 3.82027e+13 4.55762e+13 3.13125e+13 2.82231e+13 5.34652e+13 5.72963e+13 5.32705e+13 1.7249e+14 1.8002e+14 7.22753e+13 9.02368e+13 6.07181e+13 5.46906e+13 5.35189e+13 2.49492e+14 9.46651e+13 2.71819e+14 7.18686e+13 1.31571e+14 6.36971e+13 1.20572e+14 7.81917e+13 8.67347e+13 5.77237e+13 8.31702e+13
threshold=59.764576050000009 59.838047850000002 82.00500000000001 3338.0000000000005 5.5000000000000009 30.410676000000006 30.205407000000005 45.005000000000003 30.330566300000005 30.370944000000005 8.5000000000000018 16.500000000000004 11.500000000000002 69.605000000000004 11.500000000000002 9.5000000000000018 6.0000000000000009 43.605000000000011 30.362494150000003 59.825842200000004 59.825842200000004 6.0000000000000009 6.0000000000000009 30.345769800000003 48.025000000000013 37.705000000000005 1.5000000000000002 24.500000000000004 61.425000000000004 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 5 -4 -5 6 -2 -7 -8 11 -11 12 14 -14 15 -10 -17 -16 20 -20 22 28 -13 -24 25 -21 -26 -28 -22 -30
right_child=1 -3 3 4 -6 7 8 -9 9 10 -12 18 13 -15 17 16 -18 -19 19 24 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-21.262435203884788 9315.8031338712935 -3.3377262897638951 -25399.152561691648 -5428.7805114746097 117910.51357162476 4102.6579627548736 -5416.7704180176743 19891.559324953661 11598.692256413058 -58725.4643011355 -4164.3879621383066 -7307.1366401470332 59680.97715968277 285323.75524305558 2262.0036800725675 -14797.292646964652 -119910.07699316408 64049.342855541356 -11534.643390662815 108414.01655368559 16167.344950844308 -56106.176514233266 -8756.0607556097857 53560.867335782961 268278.24989224138 -15352.850986874031 25014.165284729006 159791.1677040502 195052.79661458335 16395.640345737393
leaf_weight=3665537 6652 376960 1561 90 40 2572 6859 2455 657 204 3405 1435 165 45 246 122 100 343 941 154 477 935 630 733 29 161 96 95 48 57
leaf_count=3665537 6652 376960 1561 90 40 2572 6859 2455 657 204 3405 1435 165 45 246 122 100 343 941 154 477 935 630 733 29 161 96 95 48 57
internal_value=0 190.9 2529.67 -20946.3 32521.8 3870.09 2246.16 11813.4 -375.64 2745.6 -7248.47 7574.71 23263.6 108033 11137.2 -7026.09 -62145.4 38243.4 3028.69 19465.7 -2593.81 -22709.5 8312.39 24757 73991.7 45155.4 115280 92049.8 30943.1 98067.5
internal_weight=0 408267 31307 1691 130 29616 24589 5027 17937 11078 3609 7469 1678 210 1468 879 222 589 5791 1476 4315 1517 2798 1363 535 315 220 191 582 105
internal_count=4073804 408267 31307 1691 130 29616 24589 5027 17937 11078 3609 7469 1678 210 1468 879 222 589 5791 1476 4315 1517 2798 1363 535 315 220 191 582 105
is_linear=0
shrinkage=0.1


Tree=1877
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 1 1 0 4 4 1 1 6 1 1 6 1 4 4 6 4 1 6 6 0 0 0 1 0 1
split_gain=1.69982e+12 1.34983e+13 4.78495e+13 2.04792e+13 1.73791e+13 2.11217e+13 1.76929e+13 1.3431e+13 3.53142e+13 8.76331e+13 3.51212e+13 1.36979e+14 1.00233e+14 7.03717e+13 7.39553e+13 8.85954e+13 5.13197e+13 4.57456e+13 6.20714e+13 1.21989e+14 4.46299e+13 7.40128e+13 4.84172e+13 5.30117e+13 4.63244e+13 4.27398e+13 4.26056e+13 4.1264e+13 4.19746e+13 3.94667e+13
threshold=54.94110555000001 54.943815050000005 108.05000000000001 37.374856000000008 31.005000000000006 83.007653300000015 82.958608050000009 54.604289300000012 26.500000000000004 30.500000000000004 56.02161850000001 54.62357655000001 47.805000000000007 82.886781200000016 56.128886000000001 67.91500000000002 55.90712030000001 10.500000000000002 4.5000000000000009 86.030000000000015 4.5000000000000009 82.941727000000014 42.205000000000005 41.705000000000005 54.73499850000001 54.707511300000007 54.810424650000009 83.050033500000012 54.86311005000001 52.380799750000001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 -1 10 -10 11 29 16 14 26 -16 25 18 -14 -20 21 -15 23 -23 -22 -13 -12 -24 -29 -9
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 13 12 17 20 15 -17 -18 -19 19 -21 24 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-20.216473070082344 38262.608490625003 -19.915563398243556 152585.03782226561 18613.943470843744 -2925.8441004872589 22735.634036970729 -16819.525570401278 88.148312275125363 -26694.968663207808 29463.182718569438 4544.9441401300337 31206.111928137339 -6297.9247946918877 92596.338466233472 -10290.807827781304 -48339.552232644834 -579.11047926736956 9683.3689699176812 20313.379589041975 72523.876188635259 -15881.211004543666 7314.5381155489376 25000.704604895669 -23333.786769756956 831.09843203662535 4202.9158432774711 -9298.2577880158624 12451.840841044588 -19649.896784672594 -17775.595379865084
leaf_weight=1154494 125 2739332 20 707 31969 324 176 51820 1218 360 6144 1013 690 104 6371 677 10761 7461 4263 500 1729 1593 1903 874 40724 1391 3484 1782 528 1267
leaf_count=1154494 125 2739332 20 707 31969 324 176 51820 1218 360 6144 1013 690 104 6371 677 10761 7461 4263 500 1729 1593 1903 874 40724 1391 3484 1782 528 1267
internal_value=0 -44.2504 -2044.83 -2137.69 -2289.91 -2668.38 11551.3 94.2942 995.73 -13883.2 1157.57 2577.27 8512.07 -547.598 -6162.13 -13945.6 2371.91 14771.6 21733.4 25794.2 1353.98 8885.43 7582.14 -3543.44 150.45 15581.6 -464.374 14096.9 5114.3 -338.196
internal_weight=0 2.77265e+06 33321 33301 33176 32293 883 1.30115e+06 146657 1578 145079 79166 26079 65913 16676 7048 13165 12914 5453 4763 49237 6784 6680 2467 42453 2404 9628 4213 2310 53087
internal_count=4073804 2772653 33321 33301 33176 32293 883 1301151 146657 1578 145079 79166 26079 65913 16676 7048 13165 12914 5453 4763 49237 6784 6680 2467 42453 2404 9628 4213 2310 53087
is_linear=0
shrinkage=0.1


Tree=1878
num_leaves=31
num_cat=0
split_feature=1 4 7 1 6 6 3 6 0 0 6 4 4 0 1 6 6 6 6 4 1 6 0 6 4 1 3 2 0 1
split_gain=1.69065e+12 6.49701e+12 1.48797e+13 1.51796e+13 1.85599e+13 2.04639e+13 9.89003e+12 1.48655e+13 9.47874e+12 8.86903e+12 7.81751e+12 7.52631e+12 2.4364e+13 3.82084e+13 1.51095e+13 2.05384e+13 1.36304e+13 4.68984e+13 1.28986e+13 3.25708e+13 3.86766e+13 2.10834e+13 1.91347e+13 2.37667e+13 1.51933e+13 1.28575e+13 1.14093e+13 1.10059e+13 9.86636e+12 9.23694e+12
threshold=83.658467900000019 24.500000000000004 6.0000000000000009 92.791023150000015 89.00500000000001 91.02500000000002 13.500000000000002 62.995000000000012 55.988910100000005 53.356310450000002 45.005000000000003 20.500000000000004 19.500000000000004 56.020150250000007 92.90968070000001 45.005000000000003 98.020000000000024 81.705000000000013 68.515000000000015 21.500000000000004 103.8879505 88.00500000000001 56.041614100000011 92.02500000000002 22.500000000000004 92.791023150000015 16.500000000000004 9907.0000000000018 56.006509350000009 92.948588300000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 10 -8 9 -4 -3 12 -2 16 25 -16 17 -14 27 20 -20 29 23 -23 26 -15 -25 -13 -26 -21
right_child=1 2 8 4 5 -7 7 -9 -10 -11 -12 18 13 14 15 -17 -18 -19 19 21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-15.453098662116787 325.19364530159908 -12568.664789244187 -10467.663171386719 -3080.209691807715 -121088.56465517241 -8895.3972128378373 14315.989775815216 -81773.793750000012 -3058.2435511178796 19658.681656057957 -62102.448714291961 2221.7197489800442 -28859.830458137716 53766.252131696434 1791.71953125 135557.59769287109 36994.690625000003 -158269.21125000002 133065.7148998504 21473.80787960298 -30171.841220238097 96023.794335937506 -70076.715545099432 -46364.40836604192 -2714.4503976004466 -19332.23757609578 11377.951501225491 -62040.382291666669 63832.026705025339 78480.32919606856
leaf_weight=3852148 214900 43 129 824 29 37 69 21 1597 403 123 2062 421 35 22 24 26 30 47 342 21 24 44 104 56 77 51 27 37 31
leaf_count=3852148 214900 43 129 824 29 37 69 21 1597 403 123 2062 421 35 22 24 26 30 47 342 21 24 44 104 56 77 51 27 37 31
internal_value=0 268.559 -4152.42 -13339.7 -7167.18 -58192.4 -34798.8 -8104.96 792.91 12353.6 -49271.4 334.859 267.399 -19291.6 23329.3 71582.6 -33409.2 -37468 5443.73 16627.2 82654.1 10110.7 -8894.47 1002.66 -8192.93 3511.04 -27365.3 1391.14 23761 26211.6
internal_weight=0 221656 3275 1146 890 66 256 90 2129 532 166 218381 215535 635 158 46 477 451 2846 757 68 689 316 272 248 112 155 2089 93 373
internal_count=4073804 221656 3275 1146 890 66 256 90 2129 532 166 218381 215535 635 158 46 477 451 2846 757 68 689 316 272 248 112 155 2089 93 373
is_linear=0
shrinkage=0.1


Tree=1879
num_leaves=31
num_cat=0
split_feature=1 5 6 6 4 4 7 4 6 6 6 0 5 6 4 4 3 5 6 6 0 6 7 4 6 4 3 1 6 3
split_gain=1.63208e+12 1.42261e+13 2.59899e+13 4.79811e+13 2.59184e+13 2.47098e+13 3.20368e+13 2.30819e+13 2.12551e+13 1.78247e+13 3.73028e+13 2.32595e+13 4.24686e+13 5.97367e+13 2.77228e+13 5.59282e+13 4.70484e+13 3.60307e+13 5.14574e+13 4.91754e+13 4.68477e+13 4.56612e+13 4.18681e+13 4.30136e+13 3.68993e+13 3.57931e+13 5.00687e+13 4.08932e+13 3.37629e+13 3.34087e+13
threshold=30.084656550000002 1.5000000000000002 55.405000000000008 62.995000000000012 22.500000000000004 5.5000000000000009 6.0000000000000009 6.5000000000000009 60.305000000000007 91.02500000000002 98.020000000000024 54.73499850000001 3.5000000000000004 168.45000000000002 6.5000000000000009 5.5000000000000009 1.5000000000000002 3.5000000000000004 112.00500000000001 114.05000000000001 54.724612400000005 116.05000000000001 6.0000000000000009 4.5000000000000009 104.01000000000001 7.5000000000000009 3.5000000000000004 20.507515800000004 128.05000000000004 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 -1 8 9 -5 -7 -8 -4 -3 -11 14 13 -13 15 17 -16 19 -19 20 -12 -20 23 -21 -22 26 -18 -28 -23 -27
right_child=-2 4 3 5 -6 6 7 -9 -10 10 11 12 -14 -15 16 -17 25 18 21 22 24 28 -24 -25 -26 29 27 -29 -30 -31
leaf_value=939.75298989649207 7.2303949504149916 -2402.9765387261446 21353.801374557785 -55526.435946800601 -28116.913422970654 125653.38913690476 67331.823036317568 -20011.285706007624 67347.64128763089 19210.542374323246 25296.162880161832 -31267.071851381043 11342.307775853842 125837.15323828126 -109545.91566310977 64451.952458079264 -132402.91061789772 -125764.70346798781 132683.90681818183 -78071.888360784476 75676.146103277439 -77825.398898087689 38811.834003906253 45166.8508984375 233925.86766304346 33515.729987316598 -59927.049487304692 32863.319023229727 6651.363960597826 -4624.8557359182496
leaf_weight=17561 4021329 29037 212 84 369 21 37 166 191 1228 112 759 487 25 41 205 44 41 22 97 41 67 120 40 23 328 96 94 161 766
leaf_count=17561 4021329 29037 212 84 369 21 37 166 191 1228 112 759 487 25 41 205 44 41 22 97 41 67 120 40 23 328 96 94 161 766
internal_value=0 -554.089 1698.63 20442.1 -1757.54 -9273.04 8071.99 -4091.61 43152.4 -1470.06 4177.04 -995.598 -11850.6 -26257.4 5008.17 18341.5 -4039.76 5285.32 -21926.9 23573.5 64296.5 -4897.54 -4314.7 -42089.8 132547 -782.419 -36280.2 -14020.2 -18172.9 6810.35
internal_weight=0 52475 18272 711 34203 308 224 203 403 33834 4797 3569 1271 784 2298 929 1369 724 291 433 176 250 257 137 64 1328 234 190 228 1094
internal_count=4073804 52475 18272 711 34203 308 224 203 403 33834 4797 3569 1271 784 2298 929 1369 724 291 433 176 250 257 137 64 1328 234 190 228 1094
is_linear=0
shrinkage=0.1


Tree=1880
num_leaves=31
num_cat=0
split_feature=6 0 6 0 1 1 3 3 1 3 4 4 6 6 6 3 7 4 6 4 1 1 5 3 1 6 6 3 5 3
split_gain=1.6816e+12 1.36782e+13 2.52038e+13 4.22704e+13 1.15803e+14 9.87911e+13 6.40848e+13 8.53253e+13 7.56251e+13 1.07319e+14 1.62087e+14 8.15631e+13 7.84605e+13 7.43584e+13 6.84953e+13 6.19739e+13 6.12166e+13 5.41019e+13 5.39696e+13 6.27309e+13 6.1556e+13 1.52834e+14 5.9625e+13 5.78365e+13 4.56357e+13 4.27031e+13 4.11127e+13 3.92751e+13 5.50998e+13 3.7365e+13
threshold=88.00500000000001 59.933037250000005 102.04000000000001 59.963561900000009 30.205407000000005 30.226173900000003 7.5000000000000009 12.500000000000002 30.277905650000005 2.5000000000000004 10.500000000000002 14.500000000000002 96.050000000000011 93.050000000000011 98.020000000000024 3.5000000000000004 6.0000000000000009 7.5000000000000009 92.02500000000002 11.500000000000002 30.330566300000005 30.323041000000003 2.5000000000000004 4.5000000000000009 30.315889700000003 98.020000000000024 100.05000000000001 3.5000000000000004 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 4 15 25 8 -8 9 13 14 12 18 -7 17 -3 -9 -11 20 24 21 22 -10 -21 29 -6 -15 -19 -29 -20
right_child=1 2 -4 -5 5 6 7 16 11 10 -12 -13 -14 26 -16 -17 -18 27 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=15.703640813898446 -495.76197679299668 43691.013802083333 -1508.7473020135678 1684.2252578712068 75561.024116847824 152487.70970982144 73792.33643204796 -113285.13738308377 135938.01194159928 -113122.92909881934 33060.554507021363 -42115.881848958335 59665.343073860931 -44536.0634765625 -165164.4967151013 -107299.79485061235 26733.861182598044 -92534.037288936495 -36525.453556743421 -11369.867717723359 -7021.5767039659295 257158.72573374156 478.20738920054049 171624.15428959017 -4675.5687156485556 218470.7974479167 92516.604687500003 -71054.338519021738 130572.3365530303 -146534.59876708986
leaf_weight=3844148 210486 36 9128 7209 69 49 374 45 43 89 158 180 524 65 91 111 102 31 76 39 180 37 133 31 199 30 33 23 33 52
leaf_count=3844148 210486 36 9128 7209 69 49 374 45 43 89 158 180 524 65 91 111 102 31 76 39 180 37 133 31 199 30 33 23 33 52
internal_value=0 -262.859 2294.41 5751.41 16101 20830.8 17079.1 48421 9175.36 -21745 -47219.4 21013.7 29661.6 51905.5 -94725.9 -70322.5 -16129.1 -58306 9760.35 -16245 36030.3 72412.2 33573.5 69670.3 -34636.6 118867 1614.32 -2228.94 47761.4 -81216.7
internal_weight=0 229656 19170 10042 2833 2686 2587 521 2066 572 425 1494 1314 147 267 147 147 176 790 397 393 213 176 70 327 99 98 87 56 128
internal_count=4073804 229656 19170 10042 2833 2686 2587 521 2066 572 425 1494 1314 147 267 147 147 176 790 397 393 213 176 70 327 99 98 87 56 128
is_linear=0
shrinkage=0.1


Tree=1881
num_leaves=31
num_cat=0
split_feature=2 2 1 4 1 0 0 1 0 4 6 6 4 6 1 7 4 6 1 4 4 1 7 6 7 6 0 1 1 4
split_gain=1.62846e+12 1.31412e+13 9.13523e+13 5.62293e+13 5.36741e+13 5.11029e+13 1.08029e+14 1.0124e+14 7.60709e+13 8.37481e+13 6.40505e+13 6.13861e+13 6.0372e+13 7.6511e+13 6.28304e+13 7.00289e+13 5.98215e+13 5.92572e+13 5.84292e+13 5.43746e+13 8.49021e+13 9.4427e+13 5.2796e+13 5.12069e+13 5.05604e+13 6.13e+13 4.98482e+13 4.79818e+13 1.56111e+14 9.50006e+13
threshold=451.00000000000006 2632.5000000000005 39.135518400000002 21.500000000000004 36.593086150000012 51.707269950000004 51.659529100000007 39.723160900000003 54.707511300000007 17.500000000000004 96.050000000000011 108.05000000000001 14.500000000000002 112.00500000000001 41.966773150000002 6.0000000000000009 8.5000000000000018 45.005000000000003 39.231261550000006 21.500000000000004 24.500000000000004 39.178027400000005 6.0000000000000009 120.05000000000001 6.0000000000000009 65.805000000000021 51.567244500000008 39.178027400000005 39.231261550000006 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 12 8 9 11 27 -7 14 -14 16 26 18 -10 23 -8 24 22 -22 -4 25 -21 -16 29 -29 -11
right_child=1 -3 5 4 -6 7 19 -9 17 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=141.58191840337949 -5584.201686127748 22.790460974074207 10012.659021753796 -16443.388603397616 -77761.68258158867 1764.4704599676552 7706.819754647473 123.19586342664823 -7656.5603959941282 -11677.778812668728 63037.09507736651 -69913.250504826312 6286.5102170455784 -95097.379614583333 20419.319908276026 -11002.199978259519 -18497.152676490336 -33211.40030901874 -9708.4623243227616 60808.779095262093 4390.5094439201812 -24532.258910278324 41117.88423627639 135751.27945075757 48996.519839015149 255240.2398897059 -5720.9219424591283 35922.264465920554 -24983.826852698869 -48609.472985296539
leaf_weight=677315 25250 3182350 1748 481 203 9522 10108 132389 1769 2046 103 121 9907 75 2438 1969 4111 1863 3694 31 579 400 1208 33 99 34 1041 643 1218 1056
leaf_count=677315 25250 3182350 1748 481 203 9522 10108 132389 1769 2046 103 121 9907 75 2438 1969 4111 1863 3694 31 579 400 1208 33 99 34 1041 643 1218 1056
internal_value=0 -28.2337 -786.511 -6350.58 -34641.7 -19.8018 3284.93 -841.435 -7804.34 -4604.12 -15014.6 865.061 -504.129 5524.76 -4507.08 4068.19 -9380.65 -20764.7 -2535.37 10892.9 24591 19387.1 29218 12342.5 93987.2 162511 12597.5 -16634.4 -3939.97 -24250.3
internal_weight=0 3.39649e+06 214139 25934 684 188205 37475 150730 18341 14709 5066 9643 25016 9982 15034 5448 9586 3632 5475 12459 2351 2187 1787 1781 164 65 3479 4963 1861 3102
internal_count=4073804 3396489 214139 25934 684 188205 37475 150730 18341 14709 5066 9643 25016 9982 15034 5448 9586 3632 5475 12459 2351 2187 1787 1781 164 65 3479 4963 1861 3102
is_linear=0
shrinkage=0.1


Tree=1882
num_leaves=31
num_cat=0
split_feature=4 6 1 6 7 3 7 4 4 1 1 0 1 6 4 0 0 1 0 6 6 3 3 4 4 1 1 4 6 6
split_gain=1.80577e+12 1.45822e+13 3.67436e+13 1.02971e+14 9.9501e+13 4.81248e+13 4.43975e+13 5.30975e+13 7.0905e+13 9.07095e+13 1.27838e+14 1.03332e+14 9.47429e+13 7.4352e+13 8.41114e+13 6.2591e+13 6.10715e+13 5.93588e+13 1.28581e+14 5.13917e+13 1.17923e+14 1.32383e+14 1.56337e+14 2.9672e+14 3.29601e+14 5.85932e+13 1.22592e+14 1.67004e+14 1.47517e+14 1.78434e+14
threshold=10.500000000000002 74.015000000000015 38.965413050000002 84.810000000000016 6.0000000000000009 18.500000000000004 6.0000000000000009 17.500000000000004 16.500000000000004 37.503969450000007 37.517483500000004 55.568628050000008 37.488790500000007 80.030000000000015 15.500000000000002 55.303261650000003 55.749683450000006 38.958307950000012 45.022979600000006 93.050000000000011 95.045000000000016 8.5000000000000018 10.500000000000002 20.500000000000004 23.500000000000004 30.362494150000003 30.370944000000005 11.500000000000002 78.605000000000004 77.565000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 8 9 12 11 -11 -8 14 -12 -10 -16 -9 -19 25 21 -21 23 -23 -25 -3 27 -27 29 -29
right_child=1 2 3 -5 -6 -7 7 17 15 10 13 -13 -14 -15 16 -17 -18 18 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=51.520550836206667 55.165346858131024 12268.851497818057 -9325.8574535348671 432.84752204728147 -229.2576524499089 9025.5000257540578 -6535.5487655534425 432.23924666312161 25184.103769284873 6001.6168494619978 11825.909833812608 156446.44240746359 -83548.684940743158 -1768.1046508335328 117796.46608825376 -20298.230059230478 28399.930209157435 219954.23379464285 21260.865582262377 1212.0479303733589 624.66293912827632 -43983.076502821183 -26220.698636920763 -444415.75365691492 -48353.978895970395 159435.2990131579 3126.648839854076 -33520.897694535692 -34425.590920070623 -318312.58643465908
leaf_weight=2547999 1262436 7170 32846 82134 24947 1494 11457 27920 327 82 1015 103 162 3901 148 4050 158 35 469 1164 20461 198 933 47 38 38 41531 44 453 44
leaf_count=2547999 1262436 7170 32846 82134 24947 1494 11457 27920 327 82 1015 103 162 3901 148 4050 158 35 469 1164 20461 198 933 47 38 38 41531 44 453 44
internal_value=0 -86.0361 -762.873 -1859.7 -5035.71 -8527.46 509.1 -1786.47 -5548.39 -2630.07 8069.74 89762.8 -7609.32 5175.6 25680.8 -16900.3 71637.5 1046.22 35059 2095.06 -1825.91 -22893.6 -45968.4 -111073 -267353 3912.41 2489.57 -43207.1 -57440.8 -175917
internal_weight=0 1.5258e+06 263369 141421 59287 34340 121948 49827 21403 17026 5407 185 11619 5222 1321 4377 306 28424 504 72121 22841 2380 1216 283 85 49280 42110 579 541 88
internal_count=4073804 1525805 263369 141421 59287 34340 121948 49827 21403 17026 5407 185 11619 5222 1321 4377 306 28424 504 72121 22841 2380 1216 283 85 49280 42110 579 541 88
is_linear=0
shrinkage=0.1


Tree=1883
num_leaves=31
num_cat=0
split_feature=6 5 0 0 4 0 6 5 4 0 1 1 3 4 6 6 0 4 0 3 0 4 7 0 1 6 6 1 4 6
split_gain=1.88028e+12 2.00598e+13 2.30941e+13 4.2453e+13 8.13214e+13 4.88045e+13 9.08746e+13 4.9805e+13 4.12691e+13 3.1757e+13 6.10444e+13 1.08737e+14 1.13886e+14 7.59782e+13 7.00793e+13 8.55967e+13 6.25673e+13 5.81585e+13 5.324e+13 5.15714e+13 7.28883e+13 1.11278e+14 1.47929e+14 1.23467e+14 2.00215e+14 1.25694e+14 1.44444e+14 1.4021e+14 1.0996e+14 1.07883e+14
threshold=77.010000000000005 2.5000000000000004 59.905532300000012 59.882709350000006 10.500000000000002 59.898927250000007 103.03500000000001 3.5000000000000004 24.500000000000004 59.950512650000007 30.260128500000004 30.277905650000005 7.5000000000000009 22.500000000000004 94.02500000000002 120.05000000000001 59.939085000000013 19.500000000000004 59.933037250000005 3.5000000000000004 59.939085000000013 7.5000000000000009 6.0000000000000009 59.91832440000001 30.345769800000003 118.04500000000002 96.050000000000011 30.438492500000006 18.500000000000004 86.030000000000015
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 -3 5 -5 -7 -8 -6 10 13 12 14 17 -12 18 -14 -4 -16 -13 21 22 -21 24 29 26 -26 -28 -22 -23
right_child=1 2 9 4 8 6 7 -9 -10 -11 11 19 16 -15 15 -17 -18 -19 -20 20 28 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-24.791483960294013 -1569.614438411299 306.69489181740812 32167.612506881818 -13751.562002068924 735.16863647460946 -40212.572939526741 -232643.90729166666 -58561.59807581018 -64389.335863170068 796.82905690992789 -4323.0959083785556 16520.380197306418 186644.546875 -84101.94084821429 -15732.062548828126 -7462.618440273669 -14732.986805555556 204321.19789062502 -118659.08179300424 -32094.333909015604 44049.154842874654 266990.41559027781 115680.34914722711 -6922.6484169709411 23961.737800039897 188397.6144140625 -273053.20662878791 -24132.998868603179 -53460.697009542717 87520.433537839941
leaf_weight=3595075 57284 383059 1043 506 2660 398 42 27 101 23386 334 4010 36 56 64 169 27 20 234 1476 714 45 71 1897 656 40 33 72 138 131
leaf_count=3595075 57284 383059 1043 506 2660 398 42 27 101 23386 334 4010 36 56 64 169 27 20 234 1476 714 45 71 1897 656 40 33 72 138 131
internal_value=0 186.175 424.827 203.26 -10407.8 -35267.3 -58579.9 -164525 -1647.15 2898.01 7259.63 4815.17 -29116.6 29425.9 -39298.6 -64313.2 100340 35406.6 -96554 7973.31 1473.46 -3687.85 -25312.2 7951.97 36833.4 15613.6 6531.63 -102365 28255.3 133408
internal_weight=0 478729 421445 386793 3734 973 467 69 2761 34652 11266 10147 864 1119 801 467 63 1063 298 9283 5273 4421 1547 2874 977 801 761 105 852 176
internal_count=4073804 478729 421445 386793 3734 973 467 69 2761 34652 11266 10147 864 1119 801 467 63 1063 298 9283 5273 4421 1547 2874 977 801 761 105 852 176
is_linear=0
shrinkage=0.1


Tree=1884
num_leaves=31
num_cat=0
split_feature=4 3 2 1 7 6 1 6 6 6 0 1 0 4 2 0 0 6 1 6 4 1 2 6 2 4 1 6 0 1
split_gain=1.76293e+12 1.44036e+13 2.27932e+13 2.79252e+13 2.69549e+13 2.59439e+13 1.88072e+13 2.63835e+13 1.7188e+13 2.21967e+13 3.56877e+13 3.83667e+13 3.70508e+13 3.83616e+13 1.84235e+13 4.59403e+13 3.87242e+13 2.71962e+13 1.7087e+13 1.66607e+13 1.5843e+13 2.58914e+13 1.61507e+13 1.53462e+13 2.69587e+13 4.95247e+13 4.90513e+13 3.69082e+13 2.72696e+13 2.69028e+13
threshold=18.500000000000004 1.5000000000000002 3658.0000000000005 30.242318500000007 6.0000000000000009 76.605000000000004 37.780517050000007 58.605000000000011 102.04000000000001 75.010000000000005 55.60524465000001 43.932356550000009 55.721784200000009 21.500000000000004 75.000000000000014 55.633951400000008 55.81943720000001 61.805000000000007 38.948208550000011 56.010000000000012 20.500000000000004 37.729575300000008 75.000000000000014 42.005000000000003 915.50000000000011 19.500000000000004 37.957884500000006 41.505000000000003 56.288960650000007 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 14 -11 12 -12 -14 15 19 17 -17 -8 -5 22 -22 -9 24 25 26 -3 -26 -27 -25
right_child=1 23 -4 4 6 -7 18 20 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 29 27 28 -28 -29 -30 -31
leaf_value=26.285013422004099 -13997.167194333328 20788.791181340221 -4210.0208095431744 92226.077859157987 15665.398917013255 -129297.78045014881 -28366.066131231353 140740.37006835939 -74628.319351932922 -16880.897402343751 125320.99864864865 178670.94877717391 92274.353667534728 -35386.939171645223 2772.1843890090049 -53031.536658457881 37098.026041666672 -159944.03522054036 10756.225186808577 -12826.02872596154 28288.16690975141 132103.20964543271 44317.927571186272 1606.0834981585685 -661.23293869563224 1657.3893990220486 -23120.999368915695 5918.9065110340816 65027.963658949913 -937.92992081114176
leaf_weight=3512946 276 2303 2304 36 1182 21 127 32 29 100 37 23 36 68 1944 115 39 30 923 26 316 26 38 47854 128267 48772 286 9131 68 316449
leaf_count=3512946 276 2303 2304 36 1182 21 127 32 29 100 37 23 36 68 1944 115 39 30 923 26 316 26 38 47854 128267 48772 286 9131 68 316449
internal_value=0 -164.637 4122.72 7662.29 9389.26 -22149.7 16415.9 23261 1907.06 2811.51 30203.7 58913.9 39379 8803.51 -490.564 -26274.2 -51359.4 -75151.4 6024.29 48172 45052.2 36180.5 88396.8 -224.537 507.085 2460.09 15938.2 -223.939 1745.62 -603.754
internal_weight=0 560858 7728 5424 5127 297 2644 1594 2483 2454 264 164 141 104 2190 246 184 145 1050 62 412 342 70 553130 188827 51429 2589 137398 48840 364303
internal_count=4073804 560858 7728 5424 5127 297 2644 1594 2483 2454 264 164 141 104 2190 246 184 145 1050 62 412 342 70 553130 188827 51429 2589 137398 48840 364303
is_linear=0
shrinkage=0.1


Tree=1885
num_leaves=31
num_cat=0
split_feature=0 0 7 6 2 4 6 1 1 4 2 0 1 1 4 1 1 4 0 3 3 1 6 1 4 4 6 4 3 6
split_gain=1.75746e+12 2.3737e+13 3.70636e+13 4.91293e+13 4.37118e+13 4.30121e+13 4.20488e+13 3.70911e+13 3.50203e+13 3.25639e+13 3.03604e+13 2.83198e+13 4.45681e+13 6.40233e+13 4.12517e+13 2.78986e+13 8.59562e+13 4.11647e+13 3.58797e+13 3.42191e+13 3.25911e+13 3.11951e+13 4.24685e+13 4.12952e+13 2.77701e+13 2.77063e+13 2.19593e+13 2.0872e+13 2.07651e+13 2.70954e+13
threshold=47.295021550000008 51.307150200000002 6.0000000000000009 88.00500000000001 4556.0000000000009 22.500000000000004 64.015000000000015 39.689978950000004 39.723160900000003 5.5000000000000009 7912.5000000000009 47.319699650000011 40.024897700000004 39.803839700000005 14.500000000000002 37.873748150000004 36.865631950000008 5.5000000000000009 50.556058150000005 17.500000000000004 11.500000000000002 44.628646350000004 79.710000000000022 45.71452080000001 14.500000000000002 3.5000000000000004 76.605000000000004 6.5000000000000009 2.5000000000000004 97.020000000000024
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 4 10 6 15 11 9 25 -8 -4 14 13 -13 27 16 18 26 -6 20 -20 22 -17 24 -23 -9 -18 -2 29 -10
right_child=1 -3 3 -5 5 -7 7 8 28 -11 -12 12 -14 -15 -16 21 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=139.10740827100344 14955.712870440047 11.066679261671556 10099.913039382904 -34363.34094000201 -12986.210699798035 45975.882463451424 -4267.6502191796526 89149.719511718751 1715.6561437220744 -46035.358978401346 -28726.70538876488 -6976.6387697720847 -3355.0126534573974 -35664.697932113922 -9071.880696044811 6450.8834142146534 -1218.7775052898703 -19282.047913977418 2875.1635269936069 118925.48443750001 -12553.196712367348 -19619.613158404638 35309.075853617214 2263.511321640166 -106575.53317307692 4118.1146683274656 -52011.822809392761 1822.4451167911329 -19449.949163957779 -40082.531816160743
leaf_weight=742645 1459 3250391 4915 282 1721 202 279 40 1161 564 210 2547 14007 1120 3319 4701 2597 3561 20933 25 1465 630 572 3783 39 912 88 7093 2364 179
leaf_count=742645 1459 3250391 4915 282 1721 202 279 40 1161 564 210 2547 14007 1120 3319 4701 2597 3561 20933 25 1465 630 572 3783 39 912 88 7093 2364 179
internal_value=0 -31.0125 -1724.43 6272.98 -2298.22 -52.8502 -4881.45 -12910.6 -9415.99 -32211.9 8508.97 -3387.04 -5924.39 -15738.7 390.651 -284.629 -1776.45 -12232.7 928.563 1996.54 1866.03 4377.22 9581.34 -1786.6 -24688.8 7690.87 -2883.5 4063.02 -13812.8 -3867.83
internal_weight=0 3.33116e+06 80768 5407 75361 40317 35044 5499 4656 843 5125 29545 17674 3667 11871 40115 30390 6246 24144 22423 22398 9725 5273 4452 669 952 2685 8552 3704 1340
internal_count=4073804 3331159 80768 5407 75361 40317 35044 5499 4656 843 5125 29545 17674 3667 11871 40115 30390 6246 24144 22423 22398 9725 5273 4452 669 952 2685 8552 3704 1340
is_linear=0
shrinkage=0.1


Tree=1886
num_leaves=31
num_cat=0
split_feature=0 0 6 6 6 6 3 6 4 6 1 4 0 4 1 4 1 6 3 3 1 1 6 6 1 7 4 1 1 1
split_gain=1.81179e+12 3.66465e+13 6.55599e+13 4.09394e+13 4.27469e+13 5.03751e+13 3.76962e+13 3.36768e+13 7.6546e+13 6.39449e+13 3.70954e+13 3.24569e+13 2.9938e+13 3.37678e+13 5.80299e+13 3.10108e+13 2.52287e+13 2.65287e+13 3.06328e+13 3.86057e+13 2.46148e+13 3.19012e+13 3.16622e+13 2.41417e+13 2.82832e+13 2.62065e+13 2.74456e+13 2.31271e+13 2.29126e+13 7.22456e+13
threshold=55.046782850000007 55.039488700000007 82.00500000000001 83.820000000000007 138.05000000000004 120.05000000000001 3.5000000000000004 69.015000000000015 18.500000000000004 64.015000000000015 82.886781200000016 8.5000000000000018 55.043091000000011 10.500000000000002 82.901648750000021 18.500000000000004 82.93515810000001 70.00500000000001 5.5000000000000009 16.500000000000004 83.015546400000019 82.991167100000027 40.015000000000008 128.05000000000004 82.93515810000001 6.0000000000000009 15.500000000000002 82.911604200000014 82.95992385000001 82.981285100000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 11 9 16 20 -10 -7 13 -6 -15 -16 17 -9 -19 27 21 -3 -23 -8 25 26 -25 -20 -5 -30
right_child=-2 2 3 4 12 6 23 8 10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=14.557089031598359 -61.025512541021556 1195.5025844289714 56934.920713880099 22914.832495774543 131377.40685483871 -178767.66467391304 37045.224783946345 -46437.239055926984 -56080.873072916671 23724.741137646648 25690.681000386117 -36102.305709134613 129092.20502604167 83993.544651442324 -97012.03491536458 40168.669561298077 -21987.457265573059 -11249.729518233898 36355.484580131204 -58660.257380756586 -20222.205373992001 -1920.7339478057108 26194.153642722424 -8180.2814220505625 -115499.72415865386 67117.578734188995 -95667.986037660274 125038.42517857143 -26749.572077907989 34333.670620604149
leaf_weight=1825156 2217197 20653 227 1857 31 23 113 104 60 1411 736 52 45 65 45 26 1880 344 184 38 497 648 1049 445 26 42 39 35 405 371
leaf_count=1825156 2217197 20653 227 1857 31 23 113 104 60 1411 736 52 45 65 45 26 1880 344 184 38 497 648 1049 445 26 42 39 35 405 371
internal_value=0 72.8779 3457.33 15751.1 13143.4 10405.8 -12646.2 1761.76 -7588.18 3064.92 19527 -79853 56699.4 37192.4 15723.7 -46776.8 -15937.8 194.73 8264.16 34383.9 1789 2278.47 15458.5 -5066.5 -13687.2 -8654.64 -15229.9 50528.6 16884.6 2453.89
internal_weight=0 1.85661e+06 31451 3812 3585 3373 740 27639 3381 24258 796 75 212 167 136 71 2585 705 601 257 22847 22350 1697 665 552 526 484 219 2633 776
internal_count=4073804 1856607 31451 3812 3585 3373 740 27639 3381 24258 796 75 212 167 136 71 2585 705 601 257 22847 22350 1697 665 552 526 484 219 2633 776
is_linear=0
shrinkage=0.1


Tree=1887
num_leaves=31
num_cat=0
split_feature=6 7 5 6 0 1 1 6 5 1 3 1 2 0 6 0 6 1 1 1 4 1 1 1 0 1 0 0 1 1
split_gain=1.6782e+12 1.11674e+13 1.85957e+13 6.19507e+13 7.75083e+13 8.43228e+13 5.84872e+13 4.6843e+13 4.76637e+13 4.07297e+13 5.02265e+13 4.29143e+13 3.47452e+13 5.59409e+13 9.31183e+13 2.05135e+14 1.51082e+14 8.05377e+13 1.31816e+14 4.97434e+13 3.29531e+13 5.68042e+13 5.85001e+13 5.17629e+13 8.96428e+13 8.62339e+13 1.19211e+14 1.2371e+14 7.79645e+13 1.20856e+14
threshold=88.00500000000001 6.0000000000000009 3.5000000000000004 106.49500000000002 55.759969450000007 39.044653900000007 39.908802000000009 106.49500000000002 2.5000000000000004 30.157841000000001 2.5000000000000004 30.084656550000002 75.000000000000014 55.667390500000003 156.15000000000003 55.834019500000004 122.65000000000002 37.702956500000006 37.488790500000007 37.600779750000008 15.500000000000002 38.430814800000007 39.01296365000001 39.044653900000007 47.295021550000008 39.018051150000005 45.053967500000006 45.040161900000008 38.999037500000007 38.965413050000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 10 -6 -12 13 -9 15 16 17 18 -15 -20 21 -10 -23 25 -25 28 27 -27 29 -22
right_child=1 -3 3 -5 9 6 -8 12 20 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=15.687726145511329 -4098.9499245817387 -1479.913966222291 12060.711583156422 1297.6795009131745 93301.128110046382 -24784.542769266252 -2268.9703169690347 5238.6645562994972 10654.018227047432 -13779.389145008932 -53692.724243783268 109570.29690755208 -1644.6034958042856 -6876.2200000000003 45043.854038521909 11045.016109575545 -413794.10298295459 3474.8708510890156 -411079.76210937503 -190718.67023809525 465.73536065711625 -10823.939949303516 3976.3123658543464 23108.276204280293 1046.3259122979571 -56332.578044404188 -60460.286364725587 56140.969340040712 27213.312672381016 -27248.957610216959
leaf_weight=3844148 10448 56741 3712 32528 80 1393 6716 292 12102 8617 69 21 38459 25 70 112 22 33 20 21 10861 2945 28669 2273 9707 166 595 238 881 1840
leaf_count=3844148 10448 56741 3712 32528 80 1393 6716 292 12102 8617 69 21 38459 25 70 112 22 33 20 21 10861 2945 28669 2273 9707 166 595 238 881 1840
internal_value=0 -262.593 136.864 -1420.12 -5709.95 -422.461 -6136.8 827.571 2203.07 -12823.1 35648.6 -15598 -2015.6 -25996 -56096.6 -86482.2 -176755 -124080 -187857 -298212 3139.99 4827.87 2597.6 361.939 5232.2 -3639.55 -31995.5 9926.59 -1553.88 -3549.31
internal_weight=0 229656 172915 53136 20608 11821 8109 119779 80725 8787 170 90 39054 595 303 233 121 99 66 41 70277 43716 31614 26561 11980 14581 999 404 13582 12701
internal_count=4073804 229656 172915 53136 20608 11821 8109 119779 80725 8787 170 90 39054 595 303 233 121 99 66 41 70277 43716 31614 26561 11980 14581 999 404 13582 12701
is_linear=0
shrinkage=0.1


Tree=1888
num_leaves=31
num_cat=0
split_feature=6 2 0 5 6 0 1 0 6 0 1 6 0 6 1 1 4 0 6 4 0 1 3 7 0 5 6 6 0 1
split_gain=1.77437e+12 1.16312e+13 5.07854e+13 4.68193e+13 4.74052e+13 6.12709e+13 9.76201e+13 5.98399e+13 5.75648e+13 4.34204e+13 3.88746e+13 3.5017e+13 3.35341e+13 4.55053e+13 3.22566e+13 5.55998e+13 3.06567e+13 2.71969e+13 1.23785e+14 7.0089e+13 6.20567e+13 7.28562e+13 6.86121e+13 5.8959e+13 8.44921e+13 4.62265e+13 4.301e+13 4.11305e+13 4.07494e+13 8.89679e+13
threshold=55.015000000000008 6680.0000000000009 55.071632200000003 2.5000000000000004 67.00500000000001 55.111813300000001 82.906746050000024 55.102137100000007 59.010000000000012 55.080855950000007 82.956351500000011 89.00500000000001 61.78914120000001 69.605000000000004 82.968544750000021 82.971668900000012 8.5000000000000018 55.030407050000001 63.005000000000003 14.500000000000002 55.055052800000006 82.93515810000001 6.5000000000000009 6.0000000000000009 55.034466500000008 1.5000000000000002 62.010000000000012 62.010000000000012 55.043091000000011 82.93515810000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 7 11 9 10 -4 -6 -7 -14 -10 16 -16 -3 19 20 25 -22 -23 26 -25 -19 -21 -27 29 -20
right_child=1 2 3 -5 5 12 -8 -9 14 -11 -12 -13 13 -15 15 -17 -18 18 28 23 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-53.505535172609001 234.35340929506097 -404.99709666805319 33274.224585584481 -1444.3244811238617 74321.950105325595 -19197.521248812136 145.48940323097119 174797.91370738635 -25425.44977434758 -8972.875068938305 -16795.736715000308 288.44133199055995 91376.380896366012 -1152.5836407001202 -34834.882528409093 -14374.927274344009 74298.672061965815 -69310.734598343464 22964.532521040892 11970.532516066909 -486.17665059050626 -17842.08147176107 -56871.751018634095 78699.936614583334 -7070.8820051441908 -987.03021090045718 48542.026371858563 -16797.673437797432 3278.2059901656417 4332.3221006679769
leaf_weight=2458121 1219422 311235 509 21506 191 1078 690 44 3427 3205 223 96 66 273 33 1171 117 108 3900 1790 1197 1260 701 120 2677 9985 392 1970 20823 7474
leaf_count=2458121 1219422 311235 509 21506 191 1078 690 44 3427 3205 223 96 66 273 33 1171 117 108 3900 1790 1197 1260 701 120 2677 9985 392 1970 20823 7474
internal_value=0 81.404 -389.27 -4168.54 -9435.73 2885.95 21561.9 66206.3 -12894.6 -3954.01 18020.7 49558.1 -10570.7 16861.9 -20308.1 -7032.28 50289.3 -50.1532 2057.6 -4078.79 -7447.77 -19927.2 -31794 6220.32 -3391.05 -4180.76 18540.7 -3592.38 5907.49 10721.1
internal_weight=0 1.61568e+06 396261 32629 11123 2438 1021 331 8685 3937 732 287 1417 339 4748 1321 150 363632 52397 20200 15221 3158 1961 4979 2797 12063 2182 11955 32197 11374
internal_count=4073804 1615683 396261 32629 11123 2438 1021 331 8685 3937 732 287 1417 339 4748 1321 150 363632 52397 20200 15221 3158 1961 4979 2797 12063 2182 11955 32197 11374
is_linear=0
shrinkage=0.1


Tree=1889
num_leaves=31
num_cat=0
split_feature=6 0 0 1 3 6 4 4 0 6 1 0 4 3 3 1 0 6 4 6 4 4 0 1 1 6 3 0 1 3
split_gain=1.9221e+12 1.15698e+13 6.05779e+13 4.85647e+13 1.12032e+14 2.86043e+13 4.9616e+13 1.09282e+14 4.37349e+13 3.60821e+13 4.13258e+13 3.69159e+13 2.5319e+13 2.61292e+13 2.42419e+13 2.35835e+13 3.39662e+13 2.68197e+13 2.29964e+13 2.0245e+13 1.99949e+13 4.46274e+13 7.11853e+13 7.27477e+13 7.03552e+13 5.52435e+13 4.01736e+13 3.80049e+13 3.8052e+13 3.49668e+13
threshold=88.00500000000001 45.067157700000003 45.082176650000008 38.958307950000012 13.500000000000002 114.05000000000001 12.500000000000002 11.500000000000002 45.073441650000007 168.45000000000002 38.97264950000001 45.073441650000007 8.5000000000000018 1.5000000000000002 19.500000000000004 39.018051150000005 45.022979600000006 189.00000000000003 18.500000000000004 98.020000000000024 6.5000000000000009 9.5000000000000018 45.055912800000009 39.008519500000006 38.97264950000001 96.050000000000011 7.5000000000000009 42.965693300000005 38.782330450000011 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 14 3 4 18 12 7 9 -8 10 -7 -11 -5 -14 20 16 -16 -17 -3 -15 -2 22 27 24 25 -24 -25 -22 -29 -30
right_child=1 2 -4 5 -6 6 8 -9 -10 11 -12 -13 13 19 15 17 -18 -19 -20 -21 21 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=16.789064729564078 -2206.8933495310152 3180.5696895965752 -406.01473175626552 2181.8294112104427 166672.95931140988 -165223.16945684527 -65275.346587171058 135524.63888392859 -216119.00614224139 113577.94957386365 -47019.694578125003 -64034.821625000011 38392.504316737286 -21776.217294165072 -82159.921768465909 -2248.4832347523084 -15789.710072387892 85173.936376953134 -92562.81958912038 -53638.161778832196 -17476.18794248714 1152.4759544961667 193064.25787037038 26398.818324441057 202490.3942013889 37103.508697552454 -102664.53882812501 -8498.9087175947698 22122.537787609508 382.14639107011573
leaf_weight=3844148 9713 354 188515 434 43 42 57 35 29 22 100 25 59 771 88 286 623 40 27 269 516 22897 27 123 45 143 30 798 2493 1052
leaf_count=3844148 9713 354 188515 434 43 42 57 35 29 22 100 25 59 771 88 286 623 40 27 269 516 22897 27 123 45 143 30 798 2493 1052
internal_value=0 -281.027 -601.422 -16850.8 13664.3 -23871 -51575.1 -26786.3 -116141 -56843.9 -81981.3 19103.1 -18268.8 -26344.8 1291.37 -13792.8 -24004.3 8478.19 -3604.39 -30017.4 1704.79 3055.74 11393 53798.2 91305.1 61873.7 1092.28 8181.45 11229.9 15670.9
internal_weight=0 229656 190782 2267 424 1843 310 224 86 189 142 47 1533 1099 38874 1037 711 326 381 1040 37837 28124 5227 368 215 170 153 4859 4343 3545
internal_count=4073804 229656 190782 2267 424 1843 310 224 86 189 142 47 1533 1099 38874 1037 711 326 381 1040 37837 28124 5227 368 215 170 153 4859 4343 3545
is_linear=0
shrinkage=0.1


Tree=1890
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 4 4 6 3 3 6 6 4 6 6 3 6 6 4 4 4 3 3 4 6 6 6 6
split_gain=1.84549e+12 2.17974e+13 1.44116e+14 1.37884e+14 9.54331e+13 7.89678e+13 6.93118e+13 5.91316e+13 5.02466e+13 4.93667e+13 6.80696e+13 4.70929e+13 4.95024e+13 4.65505e+13 4.16113e+13 3.69905e+13 6.97621e+13 6.72476e+13 3.86956e+13 4.47452e+13 3.82524e+13 5.27121e+13 3.77302e+13 4.0594e+13 7.47038e+13 3.41588e+13 4.58904e+13 3.61035e+13 1.15833e+14 1.17234e+14
threshold=45.059854000000009 45.073441650000007 39.029038350000008 38.927872750000006 45.067157700000003 39.033214400000013 38.965413050000002 6.5000000000000009 23.500000000000004 189.00000000000003 13.500000000000002 1.5000000000000002 77.565000000000012 55.015000000000008 10.500000000000002 168.45000000000002 128.05000000000004 14.500000000000002 118.04500000000002 114.05000000000001 18.500000000000004 9.5000000000000018 23.500000000000004 9.5000000000000018 3.5000000000000004 22.500000000000004 110.01500000000001 85.020000000000024 94.02500000000002 97.020000000000024
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 14 5 -4 7 -5 -6 13 -11 12 -8 -9 -2 16 18 -17 19 25 21 -20 23 24 -18 -15 27 -27 -29 -30
right_child=1 -3 4 6 8 -7 11 9 -10 10 -12 -13 -14 15 -16 17 22 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-203.02486964807468 -2371.3845070605594 -10.067787869826525 -30047.02215550343 -2855.1660085097155 2962.2512560949667 -7523.9930067121531 12231.796359730581 8981.3919850182974 -14481.305670733345 -223287.93062500001 -10262.689190673829 2262.1810990593804 59220.149475620143 18983.362270019043 -22863.021016009763 220737.367875 72332.950329589847 -25276.504511718751 192657.15453125001 -54197.971499399042 158218.10587993421 15657.522370651533 -106599.81737926137 47599.000949671652 -114315.95530423679 32687.07505033517 -83538.197090517249 184314.89269916376 -105413.48258680555 90860.659732380329
leaf_weight=403392 1970 3606732 2174 2226 10602 5482 1757 6130 1956 20 60 22346 257 5311 1994 25 32 20 20 78 38 106 55 69 65 648 29 71 45 94
leaf_count=403392 1970 3606732 2174 2226 10602 5482 1757 6130 1956 20 60 22346 257 5311 1994 25 32 20 20 78 38 106 55 69 65 648 29 71 45 94
internal_value=0 22.3132 1856.32 5100.51 -5119.64 -13919.6 6884.7 12197.7 245.29 14792 -63519 3582.17 18227.8 15280.1 -12679.2 21037.7 20427.3 111398 22323.1 21070 70275.2 43752.7 -34816.9 -11033.4 -52741.1 22017.2 40182.9 44364.7 80398.3 27318.7
internal_weight=0 3.67041e+06 63680 43466 20214 7656 39502 15142 12558 12916 80 24360 2014 12836 3964 6706 6661 45 6440 6276 164 126 221 166 97 6198 887 858 210 139
internal_count=4073804 3670412 63680 43466 20214 7656 39502 15142 12558 12916 80 24360 2014 12836 3964 6706 6661 45 6440 6276 164 126 221 166 97 6198 887 858 210 139
is_linear=0
shrinkage=0.1


Tree=1891
num_leaves=31
num_cat=0
split_feature=4 0 7 1 0 6 1 1 1 4 4 6 1 6 5 6 3 4 3 5 3 6 6 3 3 6 1 6 0 3
split_gain=1.82565e+12 1.4128e+13 3.77055e+13 7.287e+13 7.64278e+13 7.35759e+13 4.7131e+13 7.63306e+13 6.25077e+13 7.86766e+13 5.76955e+13 3.66866e+13 3.3138e+13 4.65143e+13 4.84034e+13 3.22468e+13 5.49165e+13 3.95212e+13 3.18604e+13 2.92723e+13 3.94017e+13 2.85946e+13 2.81163e+13 2.80792e+13 3.06597e+13 2.83783e+13 6.53791e+13 6.45526e+13 2.71357e+13 2.65974e+13
threshold=18.500000000000004 44.739668300000005 6.0000000000000009 37.780517050000007 44.685196900000008 83.010000000000005 39.908802000000009 39.873894000000007 39.939672500000007 20.500000000000004 24.500000000000004 55.805000000000007 39.939672500000007 58.305000000000007 1.5000000000000002 114.05000000000001 20.500000000000004 23.500000000000004 15.500000000000002 2.5000000000000004 10.500000000000002 41.990000000000002 101.02000000000002 10.500000000000002 12.500000000000002 64.015000000000015 39.718675700000013 46.805000000000007 43.6005307 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 -2 6 -6 7 10 9 19 15 -11 13 -4 -15 16 17 -5 -7 20 -8 -9 -13 25 -25 27 -27 -19 -26 -17
right_child=1 -3 12 4 5 18 8 21 -10 11 -12 22 -14 14 -16 29 -18 23 -20 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=26.748493859614541 -17823.063866005039 -224.44347497002315 7374.3714621972122 6464.3844869721888 32855.504630408126 245852.98626200357 111246.71138392857 12403.0384765625 -32666.415501027295 121966.65415736608 -27622.995569631705 -42548.519848632815 -41311.186439453129 170052.68055555556 33496.937749662859 -8990.7010137648813 139615.63297334558 22006.53583096591 84547.879125000007 76374.025347222225 302747.58551136364 -94273.044404380344 93287.233554687511 -89860.351636904757 -14697.309667968751 166375.61796875001 -83439.001988636373 254751.00721153847 128639.98490625001 -111725.86297743056
leaf_weight=3512946 1644 553740 1452 1586 356 24 21 32 77 28 506 64 100 27 672 84 34 22 25 27 22 117 20 21 28 20 22 26 25 36
leaf_count=3512946 1644 553740 1452 1586 356 24 21 32 77 28 506 64 100 27 672 84 34 22 25 27 22 117 20 21 28 20 22 26 25 36
internal_value=0 -167.54 4259.24 -690.472 8048.58 48668.5 2210.74 -1903.58 42861.5 74815.6 2390.78 22836.7 14961.3 17577.4 38771.6 10367.1 13742.4 11296.8 163554 157982 209224 -71362.7 -10206.7 58030.1 12397.4 95550.3 35520.3 148076 52914.6 -39811.2
internal_weight=0 560858 7118 4867 3223 405 2818 2559 259 182 2410 112 2251 2151 699 1904 1784 1750 49 70 43 149 84 164 74 90 42 48 53 120
internal_count=4073804 560858 7118 4867 3223 405 2818 2559 259 182 2410 112 2251 2151 699 1904 1784 1750 49 70 43 149 84 164 74 90 42 48 53 120
is_linear=0
shrinkage=0.1


Tree=1892
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 1 4 6 1 4 5 6 6 6 4 4 3 6 1 1 5 3 0 6 6 3 4 6 3 5
split_gain=1.70492e+12 1.13909e+13 2.2969e+13 9.301e+13 1.40658e+14 1.2997e+14 1.27555e+14 1.02163e+14 6.3818e+13 6.07136e+13 7.19197e+13 7.01228e+13 4.21475e+13 4.09288e+13 3.92863e+13 8.72622e+13 3.85579e+13 3.79364e+13 3.89997e+13 6.57821e+13 6.6448e+13 7.97795e+13 5.93789e+13 6.51609e+13 8.97849e+13 7.43178e+13 5.18e+13 5.88416e+13 5.31578e+13 6.24591e+13
threshold=88.00500000000001 59.933037250000005 59.950512650000007 30.277905650000005 30.260128500000004 30.205407000000005 14.500000000000002 134.05000000000004 30.472130500000002 10.500000000000002 3.5000000000000004 94.02500000000002 128.05000000000004 112.00500000000001 11.500000000000002 16.500000000000004 5.5000000000000009 189.00000000000003 30.389265100000003 30.370944000000005 3.5000000000000004 2.5000000000000004 59.939085000000013 95.045000000000016 122.65000000000002 3.5000000000000004 5.5000000000000009 105.00500000000001 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 6 -3 -7 17 10 13 -12 -13 -6 -10 -16 -14 18 19 20 -5 -22 26 -24 25 -25 28 -28 29 -21
right_child=1 2 -4 8 9 7 -8 -9 14 -11 11 12 16 -15 15 -17 -18 -19 -20 22 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=15.812147906382236 -477.21467022994278 142817.75039062501 296.04540806366776 13672.898312954003 -85042.757388583093 53033.024122748946 -69675.934779807445 -79788.003161057699 18979.995559210525 71564.798828125 110872.88352050782 -85610.888116118673 -29657.223504192076 -197103.97021484375 -211265.50359375004 39477.641457201091 125201.25968750002 -73578.332246093763 65600.309310510027 -111818.40708074701 104821.12678186578 30267.93343949299 -118339.74046519886 28161.218171875 -63011.790468749998 265372.53928571427 101234.57863051472 -103273.74598795573 -243114.50983537949 80396.4905806108
leaf_weight=3844148 210486 32 15186 1282 176 531 241 65 38 36 32 127 82 40 35 23 20 40 212 73 203 490 22 25 30 28 34 24 21 22
leaf_count=3844148 210486 32 15186 1282 176 531 241 65 38 36 32 127 82 40 35 23 20 40 212 73 203 490 22 25 30 28 34 24 21 22
internal_value=0 -264.675 2069 8827.06 -12138.4 12373.5 -44768.3 38547.5 19962.5 -53660.6 -63111.5 -27787.4 -47163.5 -105795 -60052.8 -111833 707.185 23027.7 24594.7 20737.9 27158.8 52106.7 -24714.6 34672.7 75230.2 153480 -60551.8 16610.4 -99133 -67305.5
internal_weight=0 229656 19170 3984 1382 869 273 596 2602 513 477 261 229 216 96 58 102 2506 2466 2254 1975 693 279 105 83 53 174 58 116 95
internal_count=4073804 229656 19170 3984 1382 869 273 596 2602 513 477 261 229 216 96 58 102 2506 2466 2254 1975 693 279 105 83 53 174 58 116 95
is_linear=0
shrinkage=0.1


Tree=1893
num_leaves=31
num_cat=0
split_feature=2 6 0 3 1 6 0 6 4 1 4 4 7 3 3 3 2 0 0 1 0 6 6 1 1 5 1 6 4 6
split_gain=1.70917e+12 1.01429e+13 2.56309e+13 5.08127e+13 2.81773e+13 2.67662e+13 2.37979e+13 2.17146e+13 2.81452e+13 1.80603e+13 1.7385e+13 1.96159e+13 4.36321e+13 2.72553e+13 1.84931e+13 1.64968e+13 5.1857e+13 4.28187e+13 3.83276e+13 3.39461e+13 4.39019e+13 1.01322e+14 9.56021e+13 8.26519e+13 5.00875e+13 4.5237e+13 6.74018e+13 4.12245e+13 4.88203e+13 3.56471e+13
threshold=3062.5000000000005 33.805000000000007 43.687280500000007 3.5000000000000004 39.723160900000003 28.005000000000006 59.882709350000006 28.980000000000004 4.5000000000000009 40.024897700000004 21.500000000000004 10.500000000000002 6.0000000000000009 6.5000000000000009 7.5000000000000009 1.5000000000000002 2911.0000000000005 55.768246800000007 55.633951400000008 39.135518400000002 43.6005307 88.00500000000001 106.49500000000002 39.723160900000003 39.908802000000009 4.5000000000000009 39.908802000000009 57.410000000000004 15.500000000000002 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 5 10 9 -4 8 -7 -1 11 12 -5 -14 -13 16 17 19 -18 -3 21 27 24 -24 29 26 -25 -21 -29 -23
right_child=-2 15 6 4 -6 7 -8 -9 -10 -11 -12 14 13 -15 -16 -17 18 -19 -20 20 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-9122.0626754018631 68.978949824083983 2799.7651785832682 27.576661988881018 2658.1006656795357 22286.523819532358 146661.74281250002 3487.0610224503989 4880.0379423345348 5995.8291548295456 51013.944064031864 84066.753365384619 -34135.531849583786 45631.866237173512 171798.79983016304 3209.3876669456845 -236.55312876205778 -5387.5235670456395 -1788.4802559493235 6742.2116212886895 13916.954677444237 -2167.0279658631093 138083.41126077587 154697.39822198276 -218886.53322010871 38999.198231336806 90702.943066406253 -5923.6579403831847 -18989.906974992889 95696.091145833343 282993.8505859375
leaf_weight=2405 1908917 65034 218428 539 2171 25 21876 3153 33 51 26 229 67 23 315 1724641 2991 68672 20186 1725 31257 58 29 23 36 20 42 769 39 24
leaf_count=2405 1908917 65034 218428 539 2171 25 21876 3153 33 51 26 229 67 23 315 1724641 2991 68672 20186 1725 31257 58 29 23 36 20 42 769 39 24
internal_value=0 -60.8231 539.125 5767.34 15491.1 -15.1198 342.51 5995.38 66627.7 -7873.31 3186.89 1394.16 13420.4 77874.5 -12511.2 -138.917 743.135 130.473 5176.87 1460.82 -1098.62 10979.2 74231.7 8921.93 137328 -40813.2 -81279.8 5185.81 -13454.3 180496
internal_weight=0 2.16489e+06 249341 9037 3370 5667 240304 3211 58 2456 1199 1173 629 90 544 1.91555e+06 190905 167728 23177 99056 34022 2765 232 114 118 85 65 2533 808 82
internal_count=4073804 2164887 249341 9037 3370 5667 240304 3211 58 2456 1199 1173 629 90 544 1915546 190905 167728 23177 99056 34022 2765 232 114 118 85 65 2533 808 82
is_linear=0
shrinkage=0.1


Tree=1894
num_leaves=31
num_cat=0
split_feature=0 4 3 0 1 0 1 4 6 4 4 1 6 6 4 4 3 5 6 6 6 4 3 3 6 1 1 3 3 5
split_gain=1.88483e+12 8.62979e+12 9.5873e+12 2.28032e+13 8.72869e+12 4.50946e+13 8.15219e+13 1.11436e+14 1.01206e+14 7.57158e+13 6.28787e+13 3.19427e+13 4.3184e+13 3.13931e+13 3.14349e+13 2.67601e+13 2.55353e+13 2.33543e+13 3.41775e+13 2.95337e+13 6.18363e+13 4.93841e+13 5.92336e+13 6.89866e+13 3.8228e+13 5.50424e+13 3.15921e+13 6.09451e+13 3.36144e+13 2.59112e+13
threshold=44.990874950000006 29.500000000000004 20.500000000000004 43.550475500000012 37.331232350000008 44.895258050000002 37.234509300000006 11.500000000000002 56.805000000000007 15.500000000000002 13.500000000000002 37.318079750000003 72.020000000000024 78.605000000000004 8.5000000000000018 20.500000000000004 17.500000000000004 4.5000000000000009 156.15000000000003 104.01000000000001 112.00500000000001 11.500000000000002 3.5000000000000004 2.5000000000000004 98.020000000000024 37.290808600000013 37.318079750000003 11.500000000000002 9.5000000000000018 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 4 -4 5 15 -7 11 -9 10 -10 -8 -13 -14 -15 17 -17 18 19 24 -21 22 23 -22 -1 -26 28 -28 -23 -20
right_child=-2 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 14 -16 16 -18 -19 29 20 21 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-335.71698041982199 16.433875223533278 -47317.515865384616 117848.22185639881 9973.502105192114 -489.86886439880567 -7056.0843469843639 -10753.647932796077 41890.199985377672 135343.25340317233 46751.020105698532 333680.32459677424 16617.200027289397 146023.50654513889 83104.497297643451 -46494.273900462962 21167.368237738076 121280.89477864583 -53224.732675025582 154368.89140625001 -73324.632108918129 -42186.213363882212 49689.347795758928 -73739.672831250005 135073.49140625002 116131.88303045742 -2871.0146220346519 76288.187053571441 -118522.36610576924 207203.30167968752 7296.6836871603264
leaf_weight=15757 3849121 39 21 293 204905 1099 333 187 33 34 31 813 45 61 27 169 30 84 25 171 52 42 125 38 69 89 42 26 20 23
leaf_count=15757 3849121 39 21 293 204905 1099 333 187 33 34 31 813 45 61 27 169 30 84 25 171 52 42 125 38 69 89 42 26 20 23
internal_value=0 -281.534 -273.369 17188.1 -297.81 1728.13 13816.3 28482.9 85029.5 167346 231413 15882.6 25258.8 78083.4 43341.2 -192.325 36259.9 -630.288 -362.194 -608.34 -24153.7 217.946 -29201.6 32656.8 155.054 49098.6 48873.4 1801.8 100500 83896.8
internal_weight=0 224683 224644 314 224330 19425 2663 1564 285 98 64 1279 946 133 88 16762 199 16563 16479 16431 516 345 215 90 15915 158 130 68 62 48
internal_count=4073804 224683 224644 314 224330 19425 2663 1564 285 98 64 1279 946 133 88 16762 199 16563 16479 16431 516 345 215 90 15915 158 130 68 62 48
is_linear=0
shrinkage=0.1


Tree=1895
num_leaves=31
num_cat=0
split_feature=3 0 1 6 1 1 6 0 6 0 4 0 6 3 3 6 1 6 6 3 4 0 3 4 5 7 0 1 6 6
split_gain=1.78285e+12 1.24862e+13 2.0707e+13 1.73357e+13 1.66787e+13 2.37382e+13 3.94144e+13 4.43016e+13 3.87523e+13 7.96379e+13 3.90287e+13 3.99563e+13 6.3866e+13 3.52794e+13 4.98626e+13 8.06763e+13 3.02699e+13 2.92327e+13 2.78557e+13 2.73755e+13 2.42159e+13 2.80514e+13 2.3223e+13 2.20069e+13 4.44179e+13 3.07911e+13 5.13158e+13 3.19249e+13 3.55656e+13 2.83785e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 63.855000000000011 39.069277450000008 39.029038350000008 79.710000000000022 45.00849250000001 80.030000000000015 45.040161900000008 18.500000000000004 45.015054600000006 114.05000000000001 17.500000000000004 14.500000000000002 104.01000000000001 39.038055050000004 99.050000000000011 100.05000000000001 15.500000000000002 20.500000000000004 45.029425500000009 22.500000000000004 22.500000000000004 4.5000000000000009 6.0000000000000009 45.001720900000002 39.749243900000003 56.805000000000007 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 -2 5 -4 20 16 9 -9 13 12 -12 14 18 -16 -8 -13 -10 -19 -7 22 -22 24 -6 27 29 -25 -29 -27
right_child=1 -3 4 -5 23 6 7 8 10 -11 11 17 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-28.495365935719395 -21578.220622370794 16.669906841421419 1541.9497132481044 -131130.2808203125 1118.3477974887528 8077.4746829814658 45044.869108072919 211596.16042767695 50635.57812475862 -18443.937948495372 16729.437443145333 12255.668268117231 151852.69568614132 -27550.208427526599 73450.032816849634 277272.70892187505 -48482.466780262614 -127605.74770665323 -56706.079401506693 -19656.630394249358 1262.3257075311822 -21722.352787681502 69332.654359119348 -19844.084486546286 -82346.130635070804 17015.413221776882 -11669.218856316833 119175.74080357142 -3994.2200869278167 77772.80598248422
leaf_weight=3436249 52 581863 27048 20 17070 5370 48 34 177 27 146 269 46 47 87 25 124 31 28 97 922 661 53 1748 64 422 876 35 71 94
leaf_count=3436249 52 581863 27048 20 17070 5370 48 34 177 27 146 269 46 47 87 25 124 31 28 97 922 661 53 1748 64 422 876 35 71 94
internal_value=0 153.582 1584.03 -52009.3 1653.4 2970.29 7686.34 24545.1 32505.1 109775 27559.1 11650.3 49102.7 53301.8 65289.3 118946 -22381.8 -6462.71 35974.3 -45800.6 4832.44 -5819.06 4962.56 -623.697 806.586 -8173.44 3066.75 -16612.7 36675.1 28083.6
internal_weight=0 637555 55692 72 55620 35240 8192 1186 1014 61 953 589 192 364 317 112 172 397 205 128 7006 1636 975 20380 17134 3246 1392 1854 106 516
internal_count=4073804 637555 55692 72 55620 35240 8192 1186 1014 61 953 589 192 364 317 112 172 397 205 128 7006 1636 975 20380 17134 3246 1392 1854 106 516
is_linear=0
shrinkage=0.1


Tree=1896
num_leaves=31
num_cat=0
split_feature=0 6 0 7 1 0 6 1 1 0 4 6 0 4 1 1 1 1 3 4 0 6 6 4 6 6 6 3 0 6
split_gain=1.93303e+12 1.90871e+13 3.69804e+13 2.94847e+13 4.83858e+13 2.5432e+13 2.52864e+13 2.32802e+13 4.90747e+13 1.06354e+14 8.58583e+13 4.86132e+13 4.19532e+13 4.98181e+13 3.68243e+13 1.04311e+14 1.38488e+14 1.56363e+14 1.1382e+14 1.12508e+14 9.67913e+13 8.88184e+13 7.76202e+13 8.45183e+13 8.17623e+13 9.79792e+13 6.60623e+13 1.45766e+14 6.28706e+13 7.02865e+13
threshold=45.059854000000009 47.005000000000003 45.00849250000001 6.0000000000000009 38.977585500000011 44.990874950000006 49.485000000000007 37.331232350000008 38.958307950000012 45.047736150000013 5.5000000000000009 98.020000000000024 45.015054600000006 19.500000000000004 38.965413050000002 38.97264950000001 38.977585500000011 38.989878900000008 14.500000000000002 14.500000000000002 45.036141150000006 86.920000000000016 122.65000000000002 13.500000000000002 102.04000000000001 99.050000000000011 77.010000000000005 8.5000000000000018 45.029425500000009 74.015000000000015
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 -5 -1 -3 -8 9 -9 11 -11 -10 14 -14 22 19 18 20 -17 -18 -20 24 -24 25 -16 -22 -28 -21 -30
right_child=-2 6 3 4 -6 -7 7 8 12 10 -12 -13 13 -15 15 16 17 -19 21 28 26 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-529.02937325262496 22.836283081212827 4466.779224617002 -2040.7781579911109 -23013.579134878026 -4560.5254990077574 3665.1016237941135 4844.7678105563427 -1609.469415445903 -488.19515106656229 958.44730370690763 -33019.276447364551 -142533.09114583334 -6040.6431485980065 -3841.2701824219548 20968.099205935723 -3111.3649919714462 1504.917682511466 3662.817409303957 58945.613121639792 43770.415736607145 27735.807973496932 226439.50174153649 -45564.184719669123 134080.4657517818 -25530.230848788957 122253.37124763257 98084.10595247116 -86135.262461635051 -29678.865869158828 -84670.900430279362
leaf_weight=94869 3670412 14314 55501 1775 7124 17057 9960 40875 102335 1454 2041 24 3249 9135 2708 2825 1120 33576 93 84 1096 48 34 114 369 99 348 49 786 330
leaf_count=94869 3670412 14314 55501 1775 7124 17057 9960 40875 102335 1454 2041 24 3249 9135 2708 2825 1120 33576 93 84 1096 48 34 114 369 99 348 49 786 330
internal_value=0 -207.784 -988.376 -2897.57 -8241.18 110.137 398.377 124.654 -107.172 -3045.61 -19727.1 -1371.59 716.379 2915.16 4230.36 4994.36 3591.84 5541.71 28448.7 -14007.9 23726.2 115965 22021.7 92810.7 18722.9 24540.3 40395.9 75346.7 -39660.2 -45940
internal_weight=0 403392 176326 64400 8899 111926 227066 212752 202792 44394 3519 1478 158398 56063 46928 43679 40355 36330 2754 4025 2613 141 3324 148 3176 2807 1493 397 1200 1116
internal_count=4073804 403392 176326 64400 8899 111926 227066 212752 202792 44394 3519 1478 158398 56063 46928 43679 40355 36330 2754 4025 2613 141 3324 148 3176 2807 1493 397 1200 1116
is_linear=0
shrinkage=0.1


Tree=1897
num_leaves=31
num_cat=0
split_feature=4 0 0 6 6 0 0 4 5 3 1 6 1 3 1 6 3 1 6 1 3 6 3 6 1 0 0 0 6 4
split_gain=1.74806e+12 8.96749e+12 8.83111e+13 4.08696e+13 3.55709e+13 3.41928e+13 4.64475e+13 6.00912e+13 4.19148e+13 4.54102e+13 2.93218e+13 2.84772e+13 2.57078e+13 2.30137e+13 2.09639e+13 2.03777e+13 2.22758e+13 1.96578e+13 2.55163e+13 1.96045e+13 1.74917e+13 1.72328e+13 4.82482e+13 1.69899e+13 1.62473e+13 1.82032e+13 7.55425e+13 2.11226e+13 3.64428e+13 3.36339e+13
threshold=25.500000000000004 59.905532300000012 59.898927250000007 69.605000000000004 35.995000000000012 59.864072000000007 59.838047850000002 28.500000000000004 1.5000000000000002 19.500000000000004 30.452677500000004 73.41500000000002 30.303340300000002 3.5000000000000004 30.205407000000005 71.715000000000018 7.5000000000000009 30.389265100000003 69.605000000000004 30.205407000000005 21.500000000000004 71.030000000000015 8.5000000000000018 53.005000000000003 30.277905650000005 60.01610465000001 60.028671700000011 59.939085000000013 61.425000000000004 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 5 4 -4 6 17 8 12 11 23 19 -8 -7 -3 20 -17 18 -2 -10 21 -5 -23 -6 -16 27 -27 29 -29 -26
right_child=1 14 3 15 10 13 7 -9 9 -11 -12 -13 -14 -15 24 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-8.594494592101027 -18344.528476969401 -61594.696070149745 35380.617389405728 100634.43282390511 -1275.3614242553713 20700.569865762038 -25610.212909450303 -12179.218492600803 7512.7174648437503 17386.261196157095 -12611.494163008896 180896.33046875001 42153.890770348837 -25770.476490755511 16964.288183799155 53094.361284722225 -86147.2548828125 379.13960204884808 -132480.81019021739 111280.8613718517 21689.711328125002 -92698.158437500009 83141.560717429587 66439.877716619332 21577.07034834192 58313.784189406841 -2752.2871319206502 -16703.295965447225 -85629.454365007274 -14879.292846143462
leaf_weight=4004864 132 60 511 137 64 124 83 267 25 74 469 44 172 758 416 27 20 57984 23 67 72 20 71 88 376 211 5075 710 86 774
leaf_count=4004864 132 60 511 137 64 124 83 267 25 74 469 44 172 758 416 27 20 57984 23 67 72 20 71 88 376 211 5075 710 86 774
internal_value=0 499.271 903.923 25042.6 15839 306.444 599.244 25632 47343 80426.9 -241.07 114728 20097.3 -19237.1 -2715.26 55067.1 -6157.39 284.069 -35280.9 83083 64658.9 78228.1 44495.5 37928.2 -2253.34 -3358.78 -314.727 -11627.5 -24150.1 -2959.65
internal_weight=0 68940 61232 1479 1132 59753 58871 732 465 210 621 136 255 882 7708 347 47 58139 155 92 300 228 91 152 7648 7232 5286 1946 796 1150
internal_count=4073804 68940 61232 1479 1132 59753 58871 732 465 210 621 136 255 882 7708 347 47 58139 155 92 300 228 91 152 7648 7232 5286 1946 796 1150
is_linear=0
shrinkage=0.1


Tree=1898
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 6 6 6 6 5 6 6 6 1 6 1 0 6 6 1 6 6 6 1 0 1 6 6 2
split_gain=1.66397e+12 6.02203e+12 2.35408e+13 1.60596e+13 1.48486e+13 1.24556e+13 1.37217e+13 2.61619e+13 3.97582e+13 7.97827e+13 2.21569e+13 1.74286e+13 1.22906e+13 2.08444e+13 1.09115e+13 9.78126e+12 9.93405e+12 8.93562e+12 1.65016e+13 8.7657e+12 8.58588e+12 8.97591e+12 8.52246e+12 1.04691e+13 2.06104e+13 9.91841e+12 1.38756e+13 1.11343e+13 1.25339e+13 1.63723e+13
threshold=2.5000000000000004 45.036141150000006 45.00849250000001 38.782330450000011 37.488790500000007 39.069277450000008 59.815000000000005 78.605000000000004 85.020000000000024 82.00500000000001 4.5000000000000009 71.030000000000015 114.05000000000001 93.050000000000011 38.965413050000002 75.605000000000004 38.977585500000011 45.029425500000009 69.015000000000015 58.605000000000011 39.105193450000009 77.565000000000012 77.565000000000012 100.05000000000001 47.256487700000001 44.878071950000013 38.958307950000012 149.05000000000004 168.45000000000002 2892.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 11 9 -9 12 -8 13 -10 -13 -16 -17 20 -19 -5 -7 -22 -1 -24 25 27 -27 -25 -29 -30
right_child=-2 -3 3 5 -6 17 7 8 10 -11 -12 14 -14 -15 15 16 -18 18 -20 -21 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=1813.1925030143057 -10.753934064932849 664.24219757972878 2032.1945475260418 -6664.3249239766192 -79204.37395996094 13412.776579145951 -24378.091000156404 -3216.8583917791198 -3517.5911207932695 237664.44906250003 70621.223547894027 -125098.46257233797 20803.96960685484 -89369.445076628661 -82033.844990808822 34006.656640624999 -64469.334784226194 15346.777610778809 113957.85996093751 54059.484354654945 -8870.0456487691627 -80431.390113467263 -14392.322005936301 34397.487192589128 -46645.509726999764 -58847.474535537352 23936.611533203126 -57556.876098632812 71234.6591796875 -23710.14902576265
leaf_weight=9742 3961637 97479 36 2504 60 176 320 44 52 20 23 27 31 62 51 20 21 112 20 24 106 21 749 213 67 41 40 32 32 42
leaf_count=9742 3961637 97479 36 2504 60 176 320 44 52 20 23 27 31 62 51 20 21 112 20 24 106 21 749 213 67 41 40 32 32 42
internal_value=0 379.819 -1507.79 -8369.64 -48740.7 -7303.15 -9462.02 -22174.3 4987.66 72058.6 -20563.1 -36528.7 -35026.9 -50209 -69202.6 -52798.4 -16432.3 8573.24 30287.9 -6087.83 -886.585 -20703 827.913 -7065.67 4685.22 13283.1 -17966.4 21218 -5265.45 17347.1
internal_weight=0 112167 14688 3730 96 3634 3199 671 232 64 168 439 145 114 119 92 41 435 132 2528 303 127 10958 1216 467 400 81 319 106 74
internal_count=4073804 112167 14688 3730 96 3634 3199 671 232 64 168 439 145 114 119 92 41 435 132 2528 303 127 10958 1216 467 400 81 319 106 74
is_linear=0
shrinkage=0.1


Tree=1899
num_leaves=31
num_cat=0
split_feature=4 5 6 0 4 0 4 2 4 0 1 0 1 6 7 4 0 0 1 2 0 1 6 1 0 7 4 0 0 4
split_gain=1.66535e+12 1.14779e+13 2.92856e+13 2.99622e+13 3.39913e+13 6.08087e+13 1.00378e+14 5.26945e+13 7.34872e+13 6.4207e+13 6.95057e+13 6.68535e+13 6.67827e+13 6.5277e+13 8.28e+13 6.38856e+13 5.18804e+13 5.68183e+13 4.98608e+13 4.8598e+13 4.84931e+13 9.61338e+13 8.12266e+13 8.62734e+13 7.41715e+13 4.79561e+13 5.74124e+13 1.07126e+14 1.47274e+14 9.0357e+13
threshold=9.5000000000000018 1.5000000000000002 50.010000000000012 43.6005307 14.500000000000002 43.687280500000007 18.500000000000004 75.000000000000014 11.500000000000002 55.866549750000011 37.71815560000001 55.633951400000008 37.401708450000008 42.875000000000007 6.0000000000000009 13.500000000000002 55.728148450000006 55.667390500000003 37.631035900000008 915.50000000000011 55.791814000000009 37.534144550000008 49.010000000000012 37.682335600000009 55.749683450000006 6.0000000000000009 21.500000000000004 55.753967500000009 55.801384500000005 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 7 6 -6 8 -5 10 11 -10 -13 15 16 -14 17 -15 -17 25 21 -18 23 -23 -24 -7 -27 -28 29 -29
right_child=1 2 -4 4 5 19 -8 -9 9 -11 -12 12 13 14 -16 18 20 -19 -20 -21 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=-68.642816758579301 -187.92837580338437 15995.629330949556 118.92670714337868 29929.584304572854 -92180.883774771355 16311.670125127835 38322.987675144359 1178.4180688228628 -2161.3022271772907 14223.136058138958 4043.3791705369949 39198.087501492948 758.14338345037038 -39089.710588119975 27872.178134831163 -71619.603571482861 -89826.903731142243 -101330.98569957388 22535.659364149309 1925.6463827753958 -54533.031594505315 63613.402109547846 22329.915029761905 -71280.270175781261 -240413.54030539771 12122.471468647585 10593.261168381585 -150285.74372886543 -11154.693104644515 -31837.776345136088
leaf_weight=1892492 1008013 1486 1072399 477 164 5241 92 36708 1375 904 1536 139 865 264 149 257 116 330 72 42115 640 226 21 60 22 4018 1961 134 1404 124
leaf_count=1892492 1008013 1486 1072399 477 164 5241 92 36708 1375 904 1536 139 865 264 149 257 116 330 72 42115 640 226 21 60 22 4018 1961 134 1404 124
internal_value=0 59.5541 272.173 1900.93 1690.24 3343.35 -45281.1 -378.08 -8044.24 -10640.8 -14342.5 -20568.5 -28575.4 -31692.7 -43570.8 -13507.4 -49910.9 -73668.2 -51014.2 3569.69 -36904.5 -11551.2 16047.5 35314 -112097 8944.54 3891.39 -5237.09 -23915.4 -93357.3
internal_weight=0 2.18131e+06 1.1733e+06 100900 99414 55253 256 44161 7453 6976 6072 4536 3161 3022 1828 1194 1679 594 329 54997 1085 445 329 286 43 12882 7641 3623 1662 258
internal_count=4073804 2181312 1173299 100900 99414 55253 256 44161 7453 6976 6072 4536 3161 3022 1828 1194 1679 594 329 54997 1085 445 329 286 43 12882 7641 3623 1662 258
is_linear=0
shrinkage=0.1


Tree=1900
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 1 7 1 1 4 0 5 1 2 6 1 0 0 6 1 0 4 6 1 4 0 1 2 0 6
split_gain=1.69046e+12 1.36561e+13 8.24535e+13 7.28853e+13 7.66369e+13 5.53831e+13 5.37066e+13 8.11208e+13 8.78575e+13 1.90849e+14 1.47158e+14 1.02493e+14 7.86202e+13 5.8499e+13 5.83874e+13 5.6785e+13 5.55339e+13 5.67162e+13 5.44488e+13 8.18882e+13 5.46213e+13 5.11997e+13 4.98661e+13 1.28757e+14 5.64261e+13 1.00649e+14 1.25729e+14 7.33404e+13 6.21729e+13 4.8427e+13
threshold=5.5000000000000009 57.60122925000001 57.205086850000008 57.670849000000011 47.005000000000003 39.723160900000003 6.0000000000000009 30.452677500000004 30.624707450000006 4.5000000000000009 59.825842200000004 2.5000000000000004 30.303340300000002 2632.5000000000005 48.810000000000009 38.430814800000007 60.028671700000011 58.010305850000002 80.030000000000015 30.362494150000003 59.898927250000007 4.5000000000000009 82.905000000000015 30.277905650000005 4.5000000000000009 60.034792100000011 30.084656550000002 3338.0000000000005 59.856552950000008 65.805000000000021
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 -1 4 -3 -4 13 12 9 -9 11 -11 22 15 -14 -5 17 -10 19 -16 -20 -21 23 24 -8 26 -26 -27 29 -28
right_child=-2 3 5 6 -6 -7 7 8 16 10 -12 -13 14 -15 18 -17 -18 -19 20 21 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=75.119279911214107 -40.279708707963444 377.43577171474192 -22910.575119908088 -84162.42139972189 15561.850660593185 -5058.4126251350008 -13789.129534532596 9343.0344081333715 7243.9857994184104 149402.34449825803 -76634.311495535716 365995.15120967745 6047.2433947364179 574.31135937669649 -56031.167544291937 -5375.6041136995245 -5600.0157676560539 37644.729961827012 -16480.940415256307 12371.871625756437 40113.85950374532 -36655.318456514557 -28445.590552770103 185267.61201171877 -42616.721161312184 149721.47423349056 49215.470128077228 -32245.300784737723 -1740.0745267427883 146010.54801377119
leaf_weight=973960 2928705 6576 2031 92 6721 12037 390 210 1241 74 21 31 1754 117959 648 16185 1008 1214 472 488 267 378 205 48 245 106 417 28 234 59
leaf_count=973960 2928705 6576 2031 92 6721 12037 390 210 1241 74 21 31 1754 117959 648 16185 1008 1214 472 488 267 378 205 48 245 106 417 28 234 59
internal_value=0 103.019 -34.6714 969.139 8052.43 -7635.73 314.038 7564.73 18899.7 67721.2 165018 213349 61.3999 -201.152 -7633.68 -5820.92 14162.8 22277.2 -18284.5 -29145.6 3966.71 -9027.99 17864.1 24081.1 18849.9 30538.8 19151 111699 40465.2 61213.2
internal_weight=0 1.1451e+06 988028 157071 13297 14068 143774 9538 3799 336 126 105 5739 134236 4007 16277 3463 2455 2253 1514 739 866 1732 1527 1479 1089 955 134 710 476
internal_count=4073804 1145099 988028 157071 13297 14068 143774 9538 3799 336 126 105 5739 134236 4007 16277 3463 2455 2253 1514 739 866 1732 1527 1479 1089 955 134 710 476
is_linear=0
shrinkage=0.1


Tree=1901
num_leaves=31
num_cat=0
split_feature=1 1 6 6 5 4 4 4 4 0 0 3 3 6 5 0 6 0 7 0 7 5 3 0 3 6 2 6 0 0
split_gain=1.70601e+12 3.28186e+13 2.83961e+13 3.9907e+13 2.65816e+13 2.5396e+13 2.42846e+13 2.90348e+13 4.8247e+13 4.51615e+13 3.13882e+13 3.09281e+13 2.45758e+13 2.33956e+13 4.08792e+13 3.90214e+13 3.8768e+13 3.31695e+13 6.11386e+13 4.39731e+13 6.93017e+13 3.55788e+13 7.65654e+13 7.2655e+13 5.53949e+13 4.56626e+13 5.40235e+13 5.99416e+13 3.72742e+13 3.49198e+13
threshold=37.131181300000009 37.234509300000006 40.905000000000008 63.005000000000003 1.5000000000000002 8.5000000000000018 32.500000000000007 18.500000000000004 17.500000000000004 55.93962770000001 55.633951400000008 12.500000000000002 7.5000000000000009 98.020000000000024 3.5000000000000004 55.685785750000008 100.05000000000001 55.539595350000006 6.0000000000000009 55.579943700000008 6.0000000000000009 2.5000000000000004 7.5000000000000009 55.768246800000007 2.5000000000000004 78.605000000000004 75.000000000000014 74.615000000000009 55.812023600000011 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 10 -9 13 -10 17 15 -15 -17 18 -5 20 -19 24 -23 -24 -21 26 -26 -28 29 -27
right_child=1 -3 3 6 -6 -7 -8 9 12 -11 -12 -13 -14 14 -16 16 -18 19 -20 21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=-170.33712724057739 -2375.4491128856453 3.870247430299532 -28891.298293820648 8704.4015635388969 15826.688991168381 6261.594663966066 88642.382056451621 -50973.86532778533 4110.5164930555557 -4263.6923463541671 -188436.19759615386 -22385.800758177371 107389.62180175782 -10731.243129824454 19326.46400213068 -201677.56145833334 -54576.746475770051 -69810.694363839284 -67787.955172251503 28895.607631466028 109418.52515375667 3973.7142855491106 99509.850059973673 19592.820584249817 -57678.130015416806 -65635.201453354777 -5278.6994463417041 127642.7793185764 26366.497802734375 -221322.32163378911
leaf_weight=513821 4427 3543489 235 282 4978 1638 31 46 36 150 26 546 64 251 220 21 122 28 166 330 94 1420 184 298 197 34 589 36 20 25
leaf_count=513821 4427 3543489 235 282 4978 1638 31 46 36 150 26 546 64 251 220 21 122 28 166 330 94 1420 184 298 197 34 589 36 20 25
internal_value=0 24.5852 4474.88 6988.04 12005.9 1851.06 397.321 -130.277 1452.39 -35512.1 -100613 38.5134 70209.1 2874.67 -15204.1 -34485.1 -76179 5872.33 -19638.7 9383.54 68284 7089.94 15663.1 50100.6 -6156.28 -18994.4 -12015.3 2377.58 -91611.7 -131604
internal_weight=0 3.55998e+06 16494 12067 6851 1873 5216 5185 4963 222 72 4863 100 4317 614 394 143 3703 448 3255 122 3133 1902 482 1231 901 822 625 79 59
internal_count=4073804 3559983 16494 12067 6851 1873 5216 5185 4963 222 72 4863 100 4317 614 394 143 3703 448 3255 122 3133 1902 482 1231 901 822 625 79 59
is_linear=0
shrinkage=0.1


Tree=1902
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 7 4 4 0 4 6 0 6 0 6 1 6 0 1 1 4 0 0 6 4 0 6 7 4 6
split_gain=1.70004e+12 1.0353e+13 3.04204e+13 2.14278e+13 2.56063e+13 3.03602e+13 4.0946e+13 4.56497e+13 4.50519e+13 4.35377e+13 3.94564e+13 4.59509e+13 5.91891e+13 3.51538e+13 3.4295e+13 3.18352e+13 6.01094e+13 1.01109e+14 3.00095e+13 5.95732e+13 4.56314e+13 3.77173e+13 2.63125e+14 2.22663e+14 1.69402e+14 2.03923e+14 1.14845e+14 5.96778e+13 5.95788e+13 5.48816e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 37.343102500000008 37.46219940000001 6.0000000000000009 10.500000000000002 8.5000000000000018 44.895258050000002 12.500000000000002 34.905000000000008 55.702806750000008 40.015000000000008 55.60524465000001 29.015000000000004 37.442254400000003 39.025000000000013 55.579943700000008 37.586700500000006 37.600779750000008 31.500000000000004 55.791814000000009 55.737027400000009 34.010000000000012 11.500000000000002 55.775215600000003 33.305000000000007 6.0000000000000009 13.500000000000002 36.605000000000011
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 3 -3 -1 5 -5 7 8 -7 -8 14 12 15 -9 -11 -12 17 -17 20 21 -6 22 -20 26 29 28 -24 -23 -26 -25
right_child=-2 2 -4 4 18 6 9 13 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 27 23 24 25 -27 -28 -29 -30 -31
leaf_value=-1419.6774859854277 -44.349672627498045 2877.6855582676999 -537.07732337339678 342.66892970509468 -3458.8020098215989 62526.160451691067 -34003.035681063244 24084.46350159284 -23050.417019587458 8599.2890081851856 5884.3943319713799 23955.346847578945 -20362.170313639213 69425.318942260739 -11299.769553594961 -23682.577134735733 -2736.3071333369503 97936.297692979118 9106.4761992409221 110.65872769810565 14178.404379882813 24370.0990784854 72029.594802782012 -52138.645781250001 519920.7336538462 43677.307291666672 -153917.98366935484 -13885.746810625335 303711.56375000003 143314.40995710783
leaf_weight=96310 2768799 48656 56246 14247 35575 79 274 515 278 1650 2096 1977 734 256 1823 98 270 226 2841 1037282 1530 630 82 20 26 21 31 1156 25 51
leaf_count=96310 2768799 48656 56246 14247 35575 79 274 515 278 1650 2096 1977 734 256 1823 98 270 226 2841 1037282 1530 630 82 20 26 21 31 1156 25 51
internal_value=0 94.0957 1046.77 10.8217 135.638 3330.91 7473.91 25450.3 -4113.3 5257.32 6469.56 11816.6 4807.76 39139.3 -1845.85 11675.7 32111 61150.3 63.0355 162.533 -2731.54 11182 17856.2 114958 197862 305944 10044 -391.244 413936 88257.2
internal_weight=0 1.305e+06 104902 1.2001e+06 1.10379e+06 24523 10276 1128 357 9148 8874 5401 3424 771 3473 2690 594 324 1.07927e+06 1.04216e+06 37105 4883 3097 256 143 72 113 1786 51 71
internal_count=4073804 1305005 104902 1200103 1103793 24523 10276 1128 357 9148 8874 5401 3424 771 3473 2690 594 324 1079270 1042165 37105 4883 3097 256 143 72 113 1786 51 71
is_linear=0
shrinkage=0.1


Tree=1903
num_leaves=31
num_cat=0
split_feature=0 7 6 1 6 1 1 0 4 4 1 0 6 6 0 2 1 0 6 6 6 6 4 1 3 3 1 3 6 6
split_gain=1.66075e+12 1.26397e+13 3.46827e+13 5.45382e+13 6.13761e+13 5.63286e+13 5.63907e+13 5.78957e+13 2.14144e+14 5.58533e+13 5.91306e+13 5.65597e+13 4.98325e+13 4.90979e+13 3.94891e+13 3.77615e+13 5.37292e+13 4.22169e+13 6.47929e+13 8.00163e+13 8.86956e+13 5.69484e+13 6.32944e+13 5.37867e+13 5.69953e+13 3.75163e+13 3.67307e+13 4.85633e+13 3.50392e+13 4.40373e+13
threshold=54.94110555000001 6.0000000000000009 52.610000000000007 39.029038350000008 88.00500000000001 39.01296365000001 39.004719500000007 45.059854000000009 15.500000000000002 18.500000000000004 45.126607350000008 53.341100000000004 63.855000000000011 75.010000000000005 45.055912800000009 9613.5000000000018 43.047633000000012 43.687280500000007 53.705000000000005 65.805000000000021 76.00500000000001 80.030000000000015 6.5000000000000009 39.718675700000013 4.5000000000000009 16.500000000000004 39.723160900000003 6.5000000000000009 70.00500000000001 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 8 14 10 15 -12 -11 -14 -8 16 17 18 -5 23 28 -22 -23 24 -20 -4 27 -25 29 -21
right_child=-2 2 3 4 -6 -7 7 -9 -10 12 11 -13 13 -15 -16 -17 -18 -19 19 20 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-50.521326143160508 -43.738915532191569 -410.18221457836393 -1960.482931778309 136128.49061776622 -2920.7994124816291 -17697.437399218161 151002.95157620613 10571.112908014036 -8520.0377759850544 5816.4950283329363 -1867.8053703133614 8968.0275068380215 -9526.4548944293765 4550.1249741523716 303913.77187500003 -767.46286818473232 30621.055759845214 9054.3829060304379 133288.2169455392 104216.48516449372 -37636.047783039001 -64421.990376420465 140410.89326171877 -116562.44386160714 -7559.0306872351694 15448.641898857913 637.79436676195883 15705.713372537364 132683.377396875 -18619.901113696811
leaf_weight=1072984 2772653 119154 28046 54 12403 1984 57 1020 138 8934 11543 8267 6694 3934 24 2882 1365 19346 56 77 119 22 48 70 59 1295 358 46 125 47
leaf_count=1072984 2772653 119154 28046 54 12403 1984 57 1020 138 8934 11543 8267 6694 3934 24 2882 1365 19346 56 77 119 22 48 70 59 1295 358 46 125 47
internal_value=0 93.2043 769.092 2058.07 3517.87 -1369.04 -309.674 20587.5 67239 4764.77 6723.09 2654.14 311.557 -4315.95 196310 9989.92 11412.6 10129 29361 23747.1 56115.8 4464.28 76034.8 -323.295 61027.5 -1192.11 -15208 -64111.3 95321.1 57657.5
internal_weight=0 1.30115e+06 228167 109013 76449 32564 30580 1239 219 64046 44484 19810 19562 10628 81 24674 21792 20427 1081 1027 438 189 70 589 115 29341 474 116 249 124
internal_count=4073804 1301151 228167 109013 76449 32564 30580 1239 219 64046 44484 19810 19562 10628 81 24674 21792 20427 1081 1027 438 189 70 589 115 29341 474 116 249 124
is_linear=0
shrinkage=0.1


Tree=1904
num_leaves=31
num_cat=0
split_feature=4 6 1 6 7 4 6 1 1 3 6 3 0 0 0 6 0 0 1 0 4 1 4 6 4 6 3 0 7 5
split_gain=1.76515e+12 1.30285e+13 2.97225e+13 8.79949e+13 7.55628e+13 4.20268e+13 6.03813e+13 4.81128e+13 1.17827e+14 7.46895e+13 5.58656e+13 4.16634e+13 4.06756e+13 3.87109e+13 1.01177e+14 3.71692e+13 4.26141e+13 8.65626e+13 9.75802e+13 1.04694e+14 5.10076e+13 4.7617e+13 5.25145e+13 6.44019e+13 5.2511e+13 9.05285e+13 5.23262e+13 5.8839e+13 7.79442e+13 7.27423e+13
threshold=10.500000000000002 74.015000000000015 38.965413050000002 84.810000000000016 6.0000000000000009 17.500000000000004 81.02500000000002 82.901648750000021 82.906746050000024 7.5000000000000009 77.010000000000005 4.5000000000000009 43.472751400000007 57.14107305000001 57.15297970000001 79.015000000000015 59.933037250000005 59.856552950000008 30.315889700000003 59.905532300000012 19.500000000000004 30.260128500000004 13.500000000000002 78.605000000000004 14.500000000000002 78.605000000000004 4.5000000000000009 60.028671700000011 6.0000000000000009 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 5 6 -4 12 9 -9 -10 13 -7 -5 -15 16 17 -3 19 -19 -20 26 23 -23 25 -24 -18 28 29 -28
right_child=1 2 3 11 -6 7 -8 8 10 -11 -12 -13 -14 14 -16 -17 21 18 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=50.937791598513108 48.40460608818173 3303.8075784595785 -13273.502433272906 -5113.2420547466982 -458.73152103681736 -117792.77993164063 -2049.3158601095324 -30353.847570800783 30642.416963346961 144551.48649878643 -10495.281390763215 1591.5628004014418 -4855.0158897368683 76408.264991160031 -121.24226765267372 -646.61732297239678 -21518.814563051532 5564.993935668489 59586.933817690064 -145194.8175 18580.454861994131 420.55537158887842 -83862.357313683227 90860.502505387936 -13811.766923206909 67853.692436835117 60367.877730066633 -5616.2562109294695 95404.175159990031 -23377.59658897364
leaf_weight=2547999 1262436 26285 16781 16610 24947 32 6709 32 535 103 862 64360 9286 211 953 88839 386 585 704 50 533 829 241 87 2303 47 204 456 188 211
leaf_count=2547999 1262436 26285 16781 16610 24947 32 6709 32 535 103 862 64360 9286 211 953 88839 386 585 704 50 533 829 241 87 2303 47 204 456 188 211
internal_value=0 -85.0629 -724.828 -1711.31 -4647.3 -7690.17 -10067.8 -2542.75 13880.1 103092 5258.96 407.975 -5242.87 -3877.82 13751.4 419.183 3278.97 4783.5 25560 -6305.86 41918 -5275.77 -11570.2 9010.38 -18846.1 -59103.1 10000.8 21489.5 41987.3 17788.9
internal_weight=0 1.5258e+06 263369 141421 59287 34340 23490 10850 1532 135 1397 82134 9318 17774 1164 121948 33109 28157 1872 635 1237 4952 3507 916 2591 288 1445 1059 603 415
internal_count=4073804 1525805 263369 141421 59287 34340 23490 10850 1532 135 1397 82134 9318 17774 1164 121948 33109 28157 1872 635 1237 4952 3507 916 2591 288 1445 1059 603 415
is_linear=0
shrinkage=0.1


Tree=1905
num_leaves=31
num_cat=0
split_feature=6 6 2 2 5 4 3 4 4 7 1 0 1 4 3 1 1 3 3 3 4 0 0 2 0 0 1 0 6 4
split_gain=1.86492e+12 1.76555e+13 2.33807e+13 6.31368e+13 3.61758e+13 4.30721e+13 3.36736e+13 3.20545e+13 4.12715e+13 3.93293e+13 2.9241e+13 5.41313e+13 5.58984e+13 4.42716e+13 2.8719e+13 6.0583e+13 2.83683e+13 4.0275e+13 7.03037e+13 2.71914e+13 3.38256e+13 7.16899e+13 7.37483e+13 3.03901e+13 2.99649e+13 8.67184e+13 5.28502e+13 6.21495e+13 4.69187e+13 6.18635e+13
threshold=77.010000000000005 74.015000000000015 1250.5000000000002 2632.5000000000005 2.5000000000000004 23.500000000000004 14.500000000000002 16.500000000000004 20.500000000000004 6.0000000000000009 37.618684050000006 55.696737300000009 37.843405600000004 26.500000000000004 4.5000000000000009 37.729575300000008 72.839788400000018 4.5000000000000009 5.5000000000000009 16.500000000000004 5.5000000000000009 55.728148450000006 55.759969450000007 75.000000000000014 55.876067900000002 55.858844800000007 37.343102500000008 55.866549750000011 76.605000000000004 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 10 4 5 6 16 -6 -9 -10 19 12 13 -12 15 -13 -4 -18 -19 20 21 -3 -23 -21 25 28 -27 -28 -22 -30
right_child=-2 2 3 -5 7 -7 -8 8 9 -11 11 14 -14 -15 -16 -17 17 18 -20 23 24 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=8.8211154985620777 185.41233731533575 -44103.776575804666 -18740.31905579508 -1573.5397012919316 -86.180197281253868 -72397.72668418684 59314.418847656256 -30483.426510053163 157836.52191406253 6370.0934071858728 -26968.247153899047 -35373.192851978871 1035.9892074218894 59674.233161501033 9044.5583103023346 4489.6026333868995 4643.1429664789239 -231023.69213709678 -30388.348396911624 -23883.967511630417 5286.6188985932022 184413.38131250002 6347.823994637678 14708.451023421749 -6028.8909100010787 161340.97110262784 89239.431033548492 3794.2599907309323 187948.95856119794 25359.603994650228
leaf_weight=3514705 478729 367 887 58186 1773 191 50 872 20 120 1776 516 1709 61 3654 1460 43 31 40 597 4949 25 334 310 1051 44 164 177 24 939
leaf_count=3514705 478729 367 887 58186 1773 191 50 872 20 120 1776 516 1709 61 3654 1460 43 31 40 597 4949 25 334 310 1051 44 164 177 24 939
internal_value=0 -24.69 -1490.18 -2411.61 -14520.9 -28713.8 -20775 -8191.46 -22391.7 28008.2 1667.01 -2303.17 -11981.1 -24091.2 3792.37 -5919.91 -24775.5 -71733.4 -117990 5723.39 7567.6 -13024.2 18747.9 -10693.6 9602.12 12211 58197 44888.1 9216.33 29411.7
internal_weight=0 3.59508e+06 80370 62213 4027 1242 1051 2785 1012 140 18157 9176 3546 1837 5630 1976 1001 114 71 8981 8074 726 359 907 7348 6297 385 341 5912 963
internal_count=4073804 3595075 80370 62213 4027 1242 1051 2785 1012 140 18157 9176 3546 1837 5630 1976 1001 114 71 8981 8074 726 359 907 7348 6297 385 341 5912 963
is_linear=0
shrinkage=0.1


Tree=1906
num_leaves=31
num_cat=0
split_feature=2 6 0 3 1 6 1 1 1 4 6 6 1 2 0 3 4 7 3 0 6 4 4 1 6 6 3 5 3 5
split_gain=1.7854e+12 9.67026e+12 2.12595e+13 4.11635e+13 2.27375e+13 2.20685e+13 2.4331e+13 2.56936e+13 1.90776e+13 2.57481e+13 2.07644e+13 1.86596e+13 1.8629e+13 1.95374e+13 1.56038e+13 1.53332e+13 1.54783e+13 3.53825e+13 2.20768e+13 1.51901e+13 9.39719e+13 1.20377e+14 1.13267e+14 1.00395e+14 8.92383e+13 2.8239e+14 1.09093e+14 9.92113e+13 7.88499e+13 7.00747e+13
threshold=3062.5000000000005 33.805000000000007 43.687280500000007 3.5000000000000004 39.723160900000003 29.015000000000004 40.024897700000004 39.703507450000011 39.689978950000004 5.5000000000000009 27.215000000000003 32.005000000000003 37.131181300000009 2810.0000000000005 53.310923100000004 17.500000000000004 10.500000000000002 6.0000000000000009 6.5000000000000009 43.687280500000007 65.805000000000021 6.5000000000000009 4.5000000000000009 39.939672500000007 53.310000000000009 51.015000000000008 11.500000000000002 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 2 3 5 15 6 7 8 9 -1 -10 12 13 14 -4 16 17 -5 -19 20 23 22 -22 24 25 -3 28 -28 29 -26
right_child=-2 19 11 4 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-40064.94414620434 70.500342596775255 -8108.8124310602616 49775.750258091866 2491.7833116039496 20141.447053927754 6037.8049195195381 53514.164737215906 -10877.632574830828 34431.927842229532 58252.037845203493 148496.02967773439 1813.9320615370325 -611.5242964941657 -19349.743950539843 2497.9161383849746 87681.572470238098 -10795.197185045254 41206.94781658116 154757.24504076087 -99.010541856362593 14139.432209496705 15338.81204276312 -18151.140831749042 10177.260011733597 89533.37370542869 37138.780577283898 8733.682692865681 135907.6741747359 -28800.466920441919 -7601.3889114802369
leaf_weight=70 1908917 14711 70 539 2171 2965 66 2424 79 43 20 63565 150609 411 25649 21 549 67 23 1878756 1726 5880 2931 3593 78 1522 451 71 4274 1553
leaf_count=70 1908917 14711 70 539 2171 2965 66 2424 79 43 20 63565 150609 411 25649 21 549 67 23 1878756 1726 5880 2931 3593 78 1522 451 71 4274 1553
internal_value=0 -62.1646 523.638 5285.18 14037.1 80.6387 -6456.37 -7957.91 25426.1 -2652.29 57475.2 344.572 -183.89 2280.93 2626.59 2984.24 1474.35 12183.4 70225.4 -138.417 -2150.77 5826.69 -6183.45 -5352.64 -7815.08 -3866.42 -17788.4 26031.3 -21662.1 -2956.07
internal_weight=0 2.16489e+06 249341 9037 3370 5667 2702 2636 212 113 99 240304 176739 26130 25719 1199 1178 629 90 1.91555e+06 36790 10537 4657 26253 22660 16233 6427 522 5905 1631
internal_count=4073804 2164887 249341 9037 3370 5667 2702 2636 212 113 99 240304 176739 26130 25719 1199 1178 629 90 1915546 36790 10537 4657 26253 22660 16233 6427 522 5905 1631
is_linear=0
shrinkage=0.1


Tree=1907
num_leaves=31
num_cat=0
split_feature=0 0 4 6 0 1 1 0 6 1 1 7 1 6 4 6 7 1 0 4 4 4 6 1 1 1 6 4 6 4
split_gain=1.84339e+12 1.16996e+13 3.0942e+13 3.6417e+13 7.18543e+13 4.43981e+13 5.98409e+13 4.92384e+13 5.43061e+13 3.22899e+13 5.99262e+13 8.88134e+13 8.143e+13 3.58835e+13 3.38842e+13 3.1289e+13 3.12824e+13 2.98132e+13 4.76561e+13 9.24373e+13 1.04781e+14 6.25375e+13 8.92852e+13 6.00691e+13 8.76841e+13 4.86462e+13 4.96212e+13 4.32889e+13 3.59638e+13 3.31138e+13
threshold=54.94110555000001 54.86311005000001 13.500000000000002 91.02500000000002 54.916864950000011 82.958608050000009 82.975438000000011 54.916864950000011 78.605000000000004 37.425454150000007 38.166910000000009 6.0000000000000009 43.047633000000012 71.715000000000018 11.500000000000002 65.00500000000001 6.0000000000000009 53.252814850000007 54.916864950000011 9.5000000000000018 6.5000000000000009 5.5000000000000009 142.05000000000004 83.117716000000016 83.007653300000015 82.92647190000001 60.605000000000011 2.5000000000000004 96.050000000000011 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 9 5 -5 -4 -7 8 -8 13 11 15 -12 -3 17 -11 -16 -14 19 20 21 22 28 24 25 26 -20 -28 -19 -25
right_child=-2 2 3 4 -6 6 7 -9 -10 10 12 -13 14 -15 16 -17 -18 18 23 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=40.458670390158176 -46.081342227223494 -2645.1601956083578 -9321.094990273401 36912.797095658396 -47304.413490326137 31404.749971574587 18433.552586940201 -7068.8948946147493 140490.29365234377 8942.9090050550094 -49497.360675028554 88431.314116210939 9974.0005013633217 -33867.404515213086 13379.213323282163 37445.840670923026 62612.630733128608 -9876.1447917468122 1438.2028753934424 -41552.890369327084 17147.027897337462 -70811.310809461807 182025.8197916667 -2269.9721362125615 -45113.116921733723 9028.7527322576807 79486.029059103268 -18730.141088759145 -82454.835273437508 30936.515497417622
leaf_weight=1254637 2772653 2882 3953 131 447 741 411 2160 40 3245 301 160 4206 422 855 437 152 2767 9537 692 1737 180 24 409 394 7149 46 1836 70 1130
leaf_count=1254637 2772653 2882 3953 131 447 741 411 2160 40 3245 301 160 4206 422 855 437 152 2767 9537 692 1737 180 24 409 394 7149 46 1836 70 1130
internal_value=0 98.1958 1655.56 -4054.02 -28217.1 -2142.15 6323.96 -793.953 29259 2820.65 3704.81 15495.2 2266.07 -6632.99 2765.71 12325.8 20810.7 2163.56 898.657 -7394.29 -2447.08 -13639.1 -10042.1 3111.35 1569.24 2559.81 -1490.15 -16329.5 -11666.9 22111.7
internal_weight=0 1.30115e+06 46514 7883 578 7305 3352 2611 451 38631 35327 3842 31485 3304 31184 3682 1007 30177 25971 5470 4778 3041 2861 20501 18962 18568 11419 1882 2837 1539
internal_count=4073804 1301151 46514 7883 578 7305 3352 2611 451 38631 35327 3842 31485 3304 31184 3682 1007 30177 25971 5470 4778 3041 2861 20501 18962 18568 11419 1882 2837 1539
is_linear=0
shrinkage=0.1


Tree=1908
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 4 6 6 4 4 6 5 6 0 4 3 4 6 6 3 3 3 4 4 6 0 4 3 6 6
split_gain=1.76827e+12 8.40158e+12 6.42718e+13 9.53602e+13 5.12299e+13 4.14912e+13 3.34362e+13 2.23505e+13 2.18954e+13 2.34316e+13 1.56992e+13 1.4535e+13 3.1659e+13 3.04473e+13 1.87797e+13 8.2584e+13 1.8628e+13 4.47883e+13 3.92575e+13 7.93817e+13 3.58405e+13 3.13269e+13 1.76617e+13 3.26054e+13 2.31416e+13 2.1666e+13 1.85542e+13 1.733e+13 1.89425e+13 1.60454e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 8.5000000000000018 75.605000000000004 77.010000000000005 5.5000000000000009 9.5000000000000018 75.010000000000005 2.5000000000000004 82.905000000000015 54.724612400000005 8.5000000000000018 6.5000000000000009 5.5000000000000009 79.710000000000022 85.020000000000024 2.5000000000000004 7.5000000000000009 3.5000000000000004 6.5000000000000009 8.5000000000000018 80.720000000000013 54.724612400000005 4.5000000000000009 2.5000000000000004 93.050000000000011 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 8 -3 -10 -6 13 22 16 15 -15 17 -9 19 -19 27 -20 24 -24 25 -13 -26 -18 -29 -16
right_child=-2 7 3 5 10 -7 -8 11 9 -11 -12 12 -14 14 29 -17 20 18 21 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=1200.4527488120636 -4.657286984887965 43727.203551136365 114920.121953125 -99157.550568181832 257766.24062500001 27569.45943818934 -52003.559296874999 -63461.254867788462 -93334.539784564404 -21686.457438700909 148793.46686698718 -62004.5608574539 -221.184200880921 -18254.414507177862 -25797.386362591915 186347.46789772727 -69897.530208333337 48330.734935897439 93127.305859375003 279480.05286458338 55095.55965489665 -49111.846969401042 98895.676664402185 -24478.895124073519 -53478.248313210235 47013.341406250001 -183353.02013494319 -12583.282812909938 82235.536437500006 -119487.06148046875
leaf_weight=15407 4053548 33 30 33 20 119 20 26 66 148 39 61 3090 191 68 22 42 39 32 24 127 30 23 312 22 26 22 134 25 25
leaf_count=15407 4053548 33 30 33 20 119 20 26 66 148 39 61 3090 191 68 22 42 39 32 24 127 30 23 312 22 26 22 134 25 25
internal_value=0 931.997 2034.07 51242.8 122622 56.3586 48150.6 -2831.56 -32091.8 -43783.5 185733 -1166.67 -3885.4 11149 -13491.3 2878.17 26890 55954.6 80793.1 136388 13509.7 24301.9 -28182.5 -16008.4 -59314.7 -29424.5 -118416 -12766 2325.34 -50982.8
internal_weight=0 20256 15668 261 109 152 50 4588 247 214 59 4341 3556 785 306 213 479 151 125 63 328 62 466 335 131 87 44 201 159 93
internal_count=4073804 20256 15668 261 109 152 50 4588 247 214 59 4341 3556 785 306 213 479 151 125 63 328 62 466 335 131 87 44 201 159 93
is_linear=0
shrinkage=0.1


Tree=1909
num_leaves=31
num_cat=0
split_feature=4 2 6 6 3 5 0 3 0 1 4 4 0 1 0 0 4 4 1 1 3 6 0 0 0 4 2 1 4 3
split_gain=1.69541e+12 1.12623e+13 1.11323e+13 2.66559e+13 2.2053e+13 3.42153e+13 5.74343e+13 4.53101e+13 4.72811e+13 6.52901e+13 3.15229e+13 2.83309e+13 3.96327e+13 2.45944e+13 2.38029e+13 5.301e+13 3.31683e+13 3.00025e+13 2.88094e+13 5.75865e+13 3.88092e+13 3.03425e+13 3.33123e+13 2.98919e+13 5.01818e+13 2.86521e+13 3.5428e+13 2.74707e+13 1.09072e+14 3.41771e+13
threshold=9.5000000000000018 14624.000000000002 168.45000000000002 142.05000000000004 9.5000000000000018 4.5000000000000009 45.063245050000006 7.5000000000000009 56.128722100000005 55.957851400000003 10.500000000000002 16.500000000000004 55.60524465000001 60.516422150000004 54.973017600000006 55.007293000000011 21.500000000000004 23.500000000000004 60.571186450000006 49.111590500000005 7.5000000000000009 149.05000000000004 59.939085000000013 56.324067350000007 59.939085000000013 17.500000000000004 3191.5000000000005 60.620042600000012 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 3 -2 5 14 -7 10 9 -9 13 12 -12 -8 16 -16 25 -18 19 20 21 -17 -23 -22 -25 -5 -27 28 29 -20
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15 15 18 17 -19 27 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-69.259490154318641 68.273228784833037 -64524.441628689237 5423.6556523601466 -4695.381081871953 -225.08167925597434 -106086.36387867649 51426.116711956529 288915.93531249999 -1315.0083624588815 68531.081659679883 198638.17992931549 -16189.911395399306 22903.560037878789 -67557.886537191909 -116384.01088709678 -31188.245345052084 -139358.6788373162 -2154.0063541666668 213950.81741071428 -97810.365632512025 -129870.02016103317 62506.768566645405 -59502.228232758622 47637.077387152778 -149923.8009375 -626.16051682692307 176405.43229003908 -18893.485170182343 -39669.498857526887 62668.097265625001
leaf_weight=1892492 2172352 27 3864 846 2396 34 23 20 38 41 21 45 33 71 62 156 34 30 28 130 49 98 29 36 20 26 20 658 93 32
leaf_count=1892492 2172352 27 3864 846 2396 34 23 20 38 41 21 45 33 71 62 156 34 30 28 130 49 98 29 36 20 26 20 658 93 32
internal_value=0 60.0891 60.8885 51.3719 -7191.81 -13436.6 16920.4 31243.1 86243.7 140788 3030.38 42410.8 91244.8 -38444.8 -17653.2 -26002 -5505.52 -75044 -21785.5 -40208.1 -20908.3 -1644.06 34646.4 -72830.2 -22920.4 -516.215 76344.1 -10018.7 28148.6 133267
internal_weight=0 2.18131e+06 2.18128e+06 2.17742e+06 5069 2673 326 292 99 61 193 99 54 94 2347 1391 956 64 1329 518 388 283 127 105 56 892 46 811 153 60
internal_count=4073804 2181312 2181285 2177421 5069 2673 326 292 99 61 193 99 54 94 2347 1391 956 64 1329 518 388 283 127 105 56 892 46 811 153 60
is_linear=0
shrinkage=0.1


Tree=1910
num_leaves=31
num_cat=0
split_feature=4 5 6 7 2 5 1 1 1 2 3 5 2 5 1 1 1 1 1 0 0 1 1 1 0 5 0 0 0 3
split_gain=1.7024e+12 1.27574e+13 1.79982e+13 2.16527e+13 2.75973e+13 2.14842e+13 2.58244e+13 5.99545e+13 4.98727e+13 4.57606e+13 3.13148e+13 4.26581e+13 6.02053e+13 3.90979e+13 4.51422e+13 4.05064e+13 3.28667e+13 5.67893e+13 2.75335e+13 2.66335e+13 4.26979e+13 1.8968e+13 1.93204e+13 1.66127e+13 1.65727e+13 1.62328e+13 2.08826e+13 3.49822e+13 2.57244e+13 2.03174e+13
threshold=5.5000000000000009 3.5000000000000004 189.00000000000003 6.0000000000000009 2892.5000000000005 7.5000000000000009 30.370944000000005 37.843405600000004 37.586700500000006 2911.0000000000005 1.5000000000000002 4.5000000000000009 2851.5000000000005 5.5000000000000009 38.782330450000011 39.735861600000007 39.718675700000013 39.749243900000003 30.315889700000003 59.905532300000012 55.972700350000004 39.01296365000001 40.024897700000004 43.80299105000001 59.905532300000012 5.5000000000000009 59.91832440000001 59.950512650000007 59.898927250000007 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 25 5 -5 6 18 8 19 10 21 16 13 14 -13 -16 -12 -18 24 20 -8 -9 -23 -19 -4 -3 28 -28 29 -27
right_child=-2 2 3 4 -6 -7 7 9 -10 -11 11 12 -14 -15 15 -17 17 23 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=37.536980484632551 -40.421715560954397 2407.6919574101953 -61869.105105064664 -160437.23085937501 -26347.406173058713 61355.981789763078 -309.97202758789064 75020.406145833331 199128.17828480116 1396.7315617443949 -186763.62433035715 -44746.697632575757 -131064.2882011218 -96068.767625000008 186128.34073660715 7024.790760869565 65394.639275568181 -182790.43677884617 -154342.30127840908 -70410.989531250001 150251.96668346773 -88177.161875000005 33822.327893518515 -68621.5095 26896.887713068183 -30449.047294610984 42205.740921336212 -62513.925193093048 -124239.0744212963 62154.077982271643
leaf_weight=1102205 2928705 40857 58 20 66 46 48 30 22 853 35 33 39 25 28 23 22 26 22 20 31 25 27 25 33 267 116 44 27 26
leaf_count=1102205 2928705 40857 58 20 66 46 48 30 22 853 35 33 39 25 28 23 22 26 22 20 31 25 27 25 33 267 116 44 27 26
internal_value=0 103.383 1795.35 -8759.25 -57531.1 -5907.87 -8079.19 -4128.44 62938.3 -10942.1 -42081.2 -59308 -24437.2 13713.8 46387.2 105356 -107094 -68896 -53949.9 32673.9 58771.3 11699.8 -24831.3 -126825 -29679.2 2192.9 -16089.8 13407.8 -30838.6 -22231.7
internal_weight=0 1.1451e+06 42894 1557 86 1471 1425 1312 121 1191 338 256 148 109 84 51 108 73 113 99 79 82 52 51 91 41337 480 160 320 293
internal_count=4073804 1145099 42894 1557 86 1471 1425 1312 121 1191 338 256 148 109 84 51 108 73 113 99 79 82 52 51 91 41337 480 160 320 293
is_linear=0
shrinkage=0.1


Tree=1911
num_leaves=31
num_cat=0
split_feature=1 1 6 0 7 0 1 6 6 6 4 6 6 4 4 4 6 1 1 0 4 4 6 4 3 5 6 5 4 4
split_gain=1.68716e+12 3.90336e+13 3.51388e+13 3.65037e+13 3.3185e+13 3.77978e+13 5.50751e+13 4.44756e+13 6.4731e+13 4.13719e+13 6.85954e+13 4.85461e+13 4.51831e+13 4.05636e+13 3.63814e+13 3.41289e+13 4.55856e+13 3.29649e+13 3.17857e+13 4.42887e+13 4.34432e+13 4.16079e+13 3.61813e+13 3.28688e+13 3.06645e+13 6.15618e+13 3.1327e+13 3.02313e+13 2.89268e+13 2.86451e+13
threshold=50.298521650000005 49.692247900000005 32.005000000000003 53.310923100000004 6.0000000000000009 53.20799465000001 50.213874250000011 189.00000000000003 149.05000000000004 58.755000000000003 3.5000000000000004 89.00500000000001 120.05000000000001 17.500000000000004 31.500000000000004 4.5000000000000009 112.00500000000001 50.136929700000003 50.136929700000003 53.175387700000009 25.500000000000004 21.500000000000004 40.610000000000007 24.500000000000004 4.5000000000000009 3.5000000000000004 138.05000000000004 2.5000000000000004 25.500000000000004 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 27 4 5 7 9 8 13 -7 11 -11 17 15 18 16 -4 -12 19 -6 -20 22 -21 -23 26 29 -14 -3 -15 -26
right_child=-2 2 3 -5 14 6 -8 -9 -10 10 12 -13 24 28 -16 -17 -18 -19 20 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.9555693240323095 -80.324742302293885 -5234.6947028799341 -6679.4153106092699 -6866.4057183610748 -19944.237488344825 9654.7254803047708 4659.2818049458192 -85488.635793585534 96945.410894691784 65404.391741071435 79049.426412332468 260707.71105224613 -167998.53449519232 -20096.54743177817 -56393.511815143458 6235.1218253382185 -151483.90518465909 24525.791551561462 -9002.319891116751 -9698.4607458759547 28945.598826631787 -9399.6720062954064 30202.633356083257 17180.482719113799 -6604.7412198153415 82317.941295695768 -3783.8294084821428 95432.096276041673 37492.83845394737 -132106.19402721775
leaf_weight=2435175 1592627 5332 1841 2902 553 3539 8685 57 73 35 116 20 26 1065 116 11123 22 2516 3896 278 327 1202 1245 759 44 53 21 30 95 31
leaf_count=2435175 1592627 5332 1841 2902 553 3539 8685 57 73 35 116 20 26 1065 116 11123 22 2516 3896 278 327 1202 1245 759 44 53 21 30 95 31
internal_value=0 51.5591 2937.37 3941.27 4772.36 6356.19 9846.44 2667.9 3021.3 16884.5 25824.4 136424 23657.3 2536.6 -779.722 4137.06 -8389.4 26928.8 1.29495 6345.93 -6063.89 10518.9 22919.3 888.108 -25545.6 -180.076 -94626 -4671.47 -15380.2 -58478.7
internal_weight=0 2.48118e+06 46002 40640 37738 29362 15086 14276 14219 6401 2862 55 2807 14146 8376 12986 1863 2632 8260 4037 4223 3484 1523 1961 175 128 47 5362 1160 75
internal_count=4073804 2481177 46002 40640 37738 29362 15086 14276 14219 6401 2862 55 2807 14146 8376 12986 1863 2632 8260 4037 4223 3484 1523 1961 175 128 47 5362 1160 75
is_linear=0
shrinkage=0.1


Tree=1912
num_leaves=31
num_cat=0
split_feature=2 3 1 2 0 1 7 0 6 2 1 0 4 1 0 6 6 0 4 2 4 6 4 0 6 0 1 4 6 6
split_gain=1.74881e+12 8.93508e+12 2.18495e+13 3.94861e+13 3.68392e+13 3.80628e+13 3.87403e+13 4.36975e+13 3.07312e+13 6.44901e+13 3.00144e+13 2.99837e+13 5.17298e+13 2.82128e+13 2.81586e+13 2.68024e+13 5.04199e+13 3.30461e+13 2.63157e+13 2.49224e+13 2.32588e+13 2.66696e+13 2.25451e+13 2.22946e+13 3.19374e+13 1.30146e+14 3.70089e+13 2.7434e+13 2.92209e+13 2.42443e+13
threshold=3338.0000000000005 1.5000000000000002 61.511492200000006 4395.5000000000009 55.034466500000008 82.901648750000021 6.0000000000000009 54.942865800000007 130.05000000000004 4137.5000000000009 83.050033500000012 54.724612400000005 4.5000000000000009 82.941727000000014 54.810424650000009 53.995000000000012 54.410000000000004 54.973017600000006 6.5000000000000009 5719.5000000000009 1.5000000000000002 56.805000000000007 8.5000000000000018 55.111813300000001 89.00500000000001 55.102137100000007 82.948524700000021 9.5000000000000018 62.995000000000012 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 11 18 22 -9 -7 13 -13 -4 -12 -17 -18 -2 -5 21 -16 -10 24 26 29 -6 28 -28 -26
right_child=1 -3 4 19 23 6 -8 10 9 -11 15 12 -14 -15 20 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-54.542248503475975 -65.426414223961658 173.10333052762334 -4584.1474626476847 -4648.1921755637459 233.68284439643804 -2166.9221397331307 865.28059608544902 -5000.1946598402337 38992.894297572544 202980.72887228263 -5893.9657054135741 111191.03383928572 1207.550788070102 20286.580790527256 13150.082445280217 -89574.196303638062 -34845.756812519932 24750.499994797006 11256.345865169198 -987.88905936765775 7098.4175513906539 89360.97807881124 -76269.838281250006 880.37159623330251 13821.776230521114 275535.61203497025 16988.224577638048 -242.24838424288257 -228.87595841244399 117512.46998697918
leaf_weight=2406287 6407 1429752 2314 32011 8220 18282 45234 28685 112 23 623 35 5662 1391 121 134 392 122 3021 44407 7668 74 20 24527 373 21 4595 2012 1255 24
leaf_count=2406287 6407 1429752 2314 32011 8220 18282 45234 28685 112 23 623 35 5662 1391 121 134 392 122 3021 44407 7668 74 20 24527 373 21 4595 2012 1255 24
internal_value=0 78.7064 -488.93 -1762.37 232.699 -715.63 -1305.42 -3080.17 4288.49 48454 -5666.49 -26.3381 5494.85 22517.8 5112.2 -20704.1 -34942.8 -20700.3 3562.39 -2521.17 7965.73 42071.1 21528.8 2792.36 5634.5 32923.6 4925.2 9830.35 13294.6 20090.2
internal_weight=0 1.66752e+06 237765 86001 151764 110737 100560 55326 9583 155 29956 25370 7088 1426 10177 1271 648 514 9428 76418 7863 195 132 41027 16500 418 16082 7862 5850 397
internal_count=4073804 1667517 237765 86001 151764 110737 100560 55326 9583 155 29956 25370 7088 1426 10177 1271 648 514 9428 76418 7863 195 132 41027 16500 418 16082 7862 5850 397
is_linear=0
shrinkage=0.1


Tree=1913
num_leaves=31
num_cat=0
split_feature=6 3 1 7 4 4 3 5 6 6 0 6 6 6 0 4 6 0 4 6 1 4 6 4 0 0 6 4 4 0
split_gain=1.81088e+12 1.07937e+13 2.33922e+13 2.86161e+13 6.21163e+13 6.10755e+13 8.88619e+13 3.94951e+13 3.74508e+13 5.57446e+13 2.82289e+13 3.10117e+13 4.07789e+13 3.09096e+13 5.76775e+13 4.48858e+13 3.05166e+13 2.98963e+13 4.32869e+13 2.81423e+13 3.76951e+13 2.58732e+13 4.32373e+13 2.57052e+13 3.06678e+13 2.98138e+13 2.49422e+13 2.25161e+13 4.19779e+13 5.20016e+13
threshold=88.00500000000001 3.5000000000000004 28.601854300000003 6.0000000000000009 5.5000000000000009 8.5000000000000018 2.5000000000000004 2.5000000000000004 118.04500000000002 102.04000000000001 57.719618750000002 122.65000000000002 94.02500000000002 99.050000000000011 54.73499850000001 6.5000000000000009 95.045000000000016 54.724612400000005 4.5000000000000009 95.045000000000016 20.507515800000004 4.5000000000000009 142.05000000000004 4.5000000000000009 54.724612400000005 54.724612400000005 95.045000000000016 8.5000000000000018 5.5000000000000009 61.686687400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 19 11 12 23 14 16 -15 -14 21 -19 20 -7 22 -13 24 -2 -25 -8 28 -4 -30
right_child=1 -3 27 4 7 6 26 -9 -10 -11 -12 17 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=16.296078893382422 14291.357642663044 188.4824649184155 -1711.6479597692964 43172.435403580406 -99673.180574824903 53583.167020769819 228064.12976190477 -12918.937072244356 102612.54142736486 -148988.83671875001 85128.677654474435 -124304.69175 88776.930497685185 28868.239957565198 203473.59976851853 -89803.020789930553 -23414.054330166906 -21807.225273437503 -143817.37887766768 105790.01828220913 -87710.790357142861 88482.781848144543 44163.081250000003 -51800.086640624999 -88416.544798259507 57610.481255918559 106904.10948911517 -3487.8609929881227 5910.1840069738837 129839.43337545957
leaf_weight=3844148 46 158091 28238 199 58 41 21 551 37 24 44 25 54 278 27 36 44 100 41 28 35 32 39 40 79 66 89 33118 8141 34
leaf_count=3844148 46 158091 28238 199 58 41 21 551 37 24 44 25 54 278 27 36 44 100 41 28 35 32 39 40 79 66 89 33118 8141 34
internal_value=0 -272.776 -1291.72 9278.87 -5331.76 18908.1 60414.2 -21181.2 14000.5 -11613.9 6905.77 3111.05 14108.6 32004.5 74060.2 15262.6 38405.5 -27979.1 -57285.4 20088 -11486.4 15064.5 -21644.6 -19901.4 -50620 16323.5 130035 -1600.94 115.229 6425.61
internal_weight=0 229656 71565 2034 808 1226 275 609 165 128 951 907 670 439 125 314 98 237 141 104 76 96 64 231 125 106 110 69531 36413 8175
internal_count=4073804 229656 71565 2034 808 1226 275 609 165 128 951 907 670 439 125 314 98 237 141 104 76 96 64 231 125 106 110 69531 36413 8175
is_linear=0
shrinkage=0.1


Tree=1914
num_leaves=31
num_cat=0
split_feature=4 6 6 1 6 0 2 1 1 1 6 2 3 5 0 3 0 4 0 0 1 1 3 5 1 2 0 0 0 4
split_gain=1.7052e+12 5.68208e+12 1.64338e+13 2.38254e+13 1.21568e+13 1.56643e+13 1.73947e+13 1.36802e+13 1.19385e+13 1.02666e+13 9.85497e+12 9.61979e+12 1.72025e+13 2.59407e+13 1.6859e+13 1.2443e+13 1.16223e+13 1.06031e+13 9.55251e+12 1.51604e+13 8.90006e+12 1.34541e+13 1.03753e+13 2.62279e+13 9.32033e+12 8.02102e+12 1.20739e+13 1.74301e+13 1.7621e+13 1.1314e+13
threshold=2.5000000000000004 102.04000000000001 114.05000000000001 33.882313700000005 110.01500000000001 45.036141150000006 3062.5000000000005 37.425454150000007 38.97264950000001 60.770858000000011 98.020000000000024 6240.0000000000009 1.5000000000000002 4.5000000000000009 44.685196900000008 1.5000000000000002 56.228352100000002 1.5000000000000002 54.810424650000009 56.228352100000002 34.382014200000008 36.049731800000011 1.5000000000000002 4.5000000000000009 20.507515800000004 9651.0000000000018 43.472751400000007 45.090603300000005 45.015054600000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 8 -5 -7 -8 -1 12 13 16 -14 -13 -12 -18 -16 -20 22 -22 24 -24 -4 26 -9 28 -28 -29
right_child=-2 2 20 4 5 6 9 25 -10 -11 11 15 14 -15 18 -17 17 -19 19 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=348.3936732353427 -10.886353259852662 104592.60808971775 -3582.3142241379314 -62036.322728587969 -22078.902630208337 36664.710473632811 -38853.45288574219 79847.136429398146 133516.32462053571 55675.437717013891 -9259.1425020235092 -59420.66852610519 -83090.720457848845 103191.14007523149 4001.1127090845353 10439.239400337838 -6086.9099431818186 88240.918389423081 -93759.320751953128 -2396.203250558036 83920.594335937509 1448.7935604511802 -51792.703626228104 82503.491796875009 -75385.120385742193 -35322.917796415444 7422.1228587757469 50294.121450772851 -91968.248124999998 8335.8213749812203
leaf_weight=108930 3961637 31 29 27 30 20 20 27 35 27 222 82 43 27 117 37 22 26 32 42 20 1805 33 26 48 34 44 93 30 208
leaf_count=108930 3961637 31 29 27 30 20 20 27 35 27 222 82 43 27 117 37 22 26 32 42 20 1805 33 26 48 34 44 93 30 208
internal_value=0 384.496 5016.71 19123.3 14670.3 41440.7 60122.9 7038.11 98297.6 15450.4 275.137 -12001.5 -6242.42 9733.95 -26520.1 -37699.5 388.23 45007.3 -13784.3 -41904.6 513.535 2352.59 -24165 7388.67 -48342.5 11315.7 15260.2 10609.9 -32871.3 21299.7
internal_weight=0 112167 2587 626 595 132 102 463 55 47 109580 650 531 297 234 119 270 48 191 74 1961 1825 136 59 77 436 402 375 74 301
internal_count=4073804 112167 2587 626 595 132 102 463 55 47 109580 650 531 297 234 119 270 48 191 74 1961 1825 136 59 77 436 402 375 74 301
is_linear=0
shrinkage=0.1


Tree=1915
num_leaves=31
num_cat=0
split_feature=4 5 0 6 5 4 6 1 1 5 4 0 0 1 1 3 4 1 1 6 1 7 2 1 1 1 6 1 0 6
split_gain=1.73767e+12 1.02583e+13 4.60304e+13 3.72857e+13 5.20804e+13 5.4695e+13 6.34235e+13 1.09175e+14 1.49073e+14 6.41937e+13 4.53012e+13 4.38662e+13 8.70968e+13 7.63973e+13 9.14306e+13 9.54937e+13 6.63337e+13 6.37607e+13 7.96046e+13 8.33379e+13 5.10962e+13 4.87253e+13 7.4357e+13 4.76629e+13 7.03022e+13 1.16681e+14 1.05267e+14 6.14072e+13 5.90886e+13 5.98281e+13
threshold=9.5000000000000018 2.5000000000000004 45.177967300000006 80.030000000000015 3.5000000000000004 8.5000000000000018 116.05000000000001 20.507515800000004 30.303340300000002 4.5000000000000009 7.5000000000000009 55.111813300000001 55.102137100000007 82.901648750000021 82.92647190000001 2.5000000000000004 7.5000000000000009 20.507515800000004 30.624707450000006 94.02500000000002 61.438154000000004 6.0000000000000009 2632.5000000000005 48.411058050000008 38.011626600000007 37.618684050000006 99.050000000000011 38.430814800000007 56.067362750000008 95.045000000000016
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 -1 -3 -4 11 10 -7 9 -9 -8 -6 12 16 20 15 -15 -5 -18 19 -19 -14 23 -23 24 25 -13 -27 -26 -29 -30
right_child=-2 2 3 4 5 6 7 8 -10 -11 -12 21 13 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 27 26 -28 28 29 -31
leaf_value=72.444856621965471 60.833405796263207 1962.4321333136909 -1291.6505181214393 1521.4997058394158 -254.49087394776436 -11204.380911783795 269680.44114583335 -210012.19658203126 7489.5155409289473 51838.661340725812 20994.501311777381 5369.2890604792947 76743.596235795456 347988.79700000002 -47658.88803013393 108622.56097656251 -14713.863618540503 4623.2221868341621 13587.4867328213 93732.208217397842 -83899.436328125012 -18016.494542767803 1451.6827123422415 -2318.7498202739912 47137.122572615954 -36344.313763854931 36637.200697722743 -25629.803813718841 25265.118086856124 3251.8593183699149
leaf_weight=1376413 2181312 68565 353211 12539 24580 9428 24 32 2066 31 1046 9961 44 25 21 50 728 176 6340 260 36 3162 5169 11231 538 1243 235 393 2562 2383
leaf_count=1376413 2181312 68565 353211 12539 24580 9428 24 32 2066 31 1046 9961 44 25 21 50 728 176 6340 260 36 3162 5169 11231 538 1243 235 393 2562 2383
internal_value=0 -70.1174 -450.339 -820.007 946.527 -1964.62 -7667.96 7818.06 4172.04 146897 612.849 2843.6 6586.95 76627 136771 188411 5971.92 13408.5 16429.9 57761.6 4454.23 791.188 -5937.39 2754.89 6045.79 1478.91 -24740.4 14936.3 11690.9 14656.9
internal_weight=0 1.89249e+06 516079 447514 94303 37207 11581 2153 2098 55 25626 57096 20219 176 96 75 20043 7504 6776 436 80 36877 8331 28546 17315 11439 1478 5876 5338 4945
internal_count=4073804 1892492 516079 447514 94303 37207 11581 2153 2098 55 25626 57096 20219 176 96 75 20043 7504 6776 436 80 36877 8331 28546 17315 11439 1478 5876 5338 4945
is_linear=0
shrinkage=0.1


Tree=1916
num_leaves=31
num_cat=0
split_feature=6 0 6 3 2 1 5 3 0 1 4 1 0 4 4 4 6 3 3 6 0 0 0 7 4 6 4 4 3 7
split_gain=2.30895e+12 1.01349e+13 2.07244e+13 3.35164e+13 2.90153e+13 3.88758e+13 7.61033e+13 7.0556e+13 6.88515e+13 4.47835e+13 3.82717e+13 4.02188e+13 3.3619e+13 6.39355e+13 6.90276e+13 3.20476e+13 3.03213e+13 4.09983e+13 4.63631e+13 3.52352e+13 2.97345e+13 2.88447e+13 5.58451e+13 3.35458e+13 2.9541e+13 2.80968e+13 2.71209e+13 4.47621e+13 3.93437e+13 2.54784e+13
threshold=88.00500000000001 59.933037250000005 102.04000000000001 21.500000000000004 3338.0000000000005 30.389265100000003 3.5000000000000004 3.5000000000000004 60.753246850000004 30.362494150000003 13.500000000000002 30.410676000000006 60.002985000000002 7.5000000000000009 4.5000000000000009 8.5000000000000018 98.020000000000024 4.5000000000000009 5.5000000000000009 91.02500000000002 60.028671700000011 59.982409200000006 60.042359000000012 6.0000000000000009 14.500000000000002 99.050000000000011 14.500000000000002 16.500000000000004 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -3 11 -7 13 14 -11 -9 19 -18 -19 -6 -14 24 23 -23 -17 -20 28 -28 -12 -22
right_child=1 2 -4 -5 16 6 8 15 -10 12 26 -13 20 -15 -16 21 17 18 25 -21 29 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=18.401204769369802 -508.49272015865995 9238.3931647842637 -1555.4256081530966 -32051.29358133268 6057.7696056232899 -125383.22913240132 -62246.100910481779 145912.16472833807 63758.75748271004 -108628.91826636906 6609.9929687500007 -2489.5488396462433 58656.176061021957 -89297.550032779734 39853.933841463419 59350.022907656712 -9983.4869175295862 159491.72658361489 -61193.946875000001 -28373.243095800644 -44339.126184640525 96508.16733352805 1462.5020774147729 223146.74399038462 -11907.296425122893 62953.029869905069 -90912.07991333009 66077.778906250009 174248.34704241072 894.70144265578301
leaf_weight=3844148 210486 6133 9128 238 516 38 150 44 61 42 28 89 74 143 123 168 169 37 26 701 153 107 55 26 89 61 32 42 28 669
leaf_count=3844148 210486 6133 9128 238 516 38 150 44 61 42 28 89 74 143 123 168 169 37 26 701 153 107 55 26 89 61 32 42 28 669
internal_value=0 -308.013 1893.25 5028.04 5928.17 8249.4 27206 42203.5 -25818.2 5776.8 -217.972 -39260.9 -11856.1 -40356.9 2058.3 64498.6 -6821.69 22058.3 65728.1 -13774.7 -2058.9 56448.7 86216.1 121265 34673.4 25851.6 37924 -1809.73 90429.2 -7524.73
internal_weight=0 229656 19170 10042 9804 8294 957 746 211 7337 257 127 1204 308 165 489 1510 293 124 1217 896 445 188 133 257 87 130 74 56 822
internal_count=4073804 229656 19170 10042 9804 8294 957 746 211 7337 257 127 1204 308 165 489 1510 293 124 1217 896 445 188 133 257 87 130 74 56 822
is_linear=0
shrinkage=0.1


Tree=1917
num_leaves=31
num_cat=0
split_feature=6 6 6 1 6 2 4 0 0 6 4 7 0 0 2 6 0 1 1 1 1 1 0 1 4 6 1 1 4 1
split_gain=1.92776e+12 1.20075e+13 2.30786e+13 4.50989e+13 3.39174e+13 2.34974e+13 2.29144e+13 2.86825e+13 5.05101e+13 3.32598e+13 9.73181e+13 6.39016e+13 2.53551e+13 3.01343e+13 1.1316e+14 6.32943e+13 4.02983e+13 9.48961e+13 2.89043e+13 2.82681e+13 1.36388e+14 1.16606e+14 3.83396e+13 2.97381e+13 5.94152e+13 2.81762e+13 5.49316e+13 2.95818e+13 2.62439e+13 2.61102e+13
threshold=55.015000000000008 49.010000000000012 48.025000000000013 37.318079750000003 48.810000000000009 2875.5000000000005 7.5000000000000009 55.710673100000008 55.82518790000001 54.010000000000012 6.5000000000000009 6.0000000000000009 55.759969450000007 55.775215600000003 75.000000000000014 51.015000000000008 55.79439725000001 37.729575300000008 37.649344350000007 37.586700500000006 37.631035900000008 37.563506350000004 55.743464250000009 37.682335600000009 5.5000000000000009 51.805000000000007 37.543519500000009 37.649344350000007 6.5000000000000009 37.924401400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 12 -11 -12 19 14 15 -14 17 25 -18 21 22 -9 -21 24 -22 -15 -27 28 -28 -20
right_child=-2 6 3 4 -6 -7 -8 8 -10 10 11 -13 13 16 -16 -17 18 -19 29 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-27.990816948477729 84.849561443918617 -669.59093719987982 -9432.0286502911022 6644.8515086748857 1335.4630698578669 3720.4290823869642 -1087.9670470390008 4622.4188262276029 1378.1779141092413 18834.638101021901 72821.189579747079 260992.18098707937 46219.230634014428 -26138.968034957627 8656.7706743982744 198784.71493969299 50928.020486111112 9021.8763687876726 -45216.635050675679 -29243.34430338542 -35126.387544642857 243443.51081861413 -180310.11813616072 -4234.0360643024496 142263.75453506099 9323.2892127403848 -286078.04488636361 -66200.451083096603 -134869.56388346356 16412.361763946283
leaf_weight=1987481 1615683 74279 5181 15034 60253 1841 265675 184 43506 980 59 26 52 59 334 57 234 534 74 24 35 23 56 1037 41 26 22 22 24 968
leaf_count=1987481 1615683 74279 5181 15034 60253 1841 265675 184 43506 980 59 26 52 59 334 57 234 534 74 24 35 23 56 1037 41 26 22 22 24 968
internal_value=0 -55.7702 39.963 1680.82 2395.69 -5983.77 -566.025 564.51 2459.37 12116.2 27737.3 130379 7745.11 13971.2 37529.3 126001 8654.7 -10872.1 19167.9 -2954.85 -8873.86 31158.1 -134990 191.101 60570.9 -80305.8 -114304 -161573 -207187 12035.6
internal_weight=0 2.45812e+06 2.06979e+06 82309 75287 7022 388331 122656 48377 4871 1065 85 3806 2406 443 109 1963 687 1276 1400 1193 207 80 1113 76 153 94 68 46 1042
internal_count=4073804 2458121 2069790 82309 75287 7022 388331 122656 48377 4871 1065 85 3806 2406 443 109 1963 687 1276 1400 1193 207 80 1113 76 153 94 68 46 1042
is_linear=0
shrinkage=0.1


Tree=1918
num_leaves=31
num_cat=0
split_feature=6 1 1 6 5 0 4 0 0 3 0 5 4 0 6 0 6 6 1 3 3 6 4 6 3 3 1 1 0 4
split_gain=1.98649e+12 9.8516e+12 3.97013e+13 6.65619e+13 5.57022e+13 6.73847e+13 5.49257e+13 1.10721e+14 9.44683e+13 8.8016e+13 5.16119e+13 4.93363e+13 5.2655e+13 9.39372e+13 6.34646e+13 9.87315e+13 7.88765e+13 1.15074e+14 5.36377e+13 4.87727e+13 5.64132e+13 5.39912e+13 4.33023e+13 5.85864e+13 4.22682e+13 6.07149e+13 7.75742e+13 6.53333e+13 3.68507e+13 5.93355e+13
threshold=88.00500000000001 82.911604200000014 82.948524700000021 103.03500000000001 4.5000000000000009 55.02095400000001 16.500000000000004 55.043091000000011 55.039488700000007 3.5000000000000004 55.050541250000002 3.5000000000000004 10.500000000000002 55.030407050000001 102.04000000000001 55.018166200000003 96.050000000000011 94.02500000000002 82.941727000000014 10.500000000000002 13.500000000000002 94.02500000000002 7.5000000000000009 97.020000000000024 2.5000000000000004 6.5000000000000009 82.93515810000001 82.918694400000007 55.013931500000005 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 6 28 -6 7 8 11 -10 -8 12 14 18 15 16 17 -3 -14 21 -21 -12 -9 -24 -7 26 27 -26 -5 -30
right_child=1 2 -4 4 5 24 10 22 9 -11 19 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=17.067991135690203 -536.60214134270973 123254.72129755435 -1000.8326150268131 -26633.079011503796 154022.73568062161 -100937.65225 -1458.6405774638602 -55007.434721679689 300130.18549107143 88540.859759706451 49273.883967752663 -22174.135796669409 -11377.328362165179 207762.33275240386 225060.49105603449 27411.722533004679 14391.66899919181 405767.30141601566 101932.70490196079 170555.12577293883 44591.94213432417 -68727.039044744321 -4760.3293598050386 97246.358854166669 30897.952351562501 -14365.369145590574 -8765.6782552083332 236003.53102134145 6713.8266250724737 -19954.881874203187
leaf_weight=3844148 200266 46 20477 527 46 25 1370 120 28 66 94 95 231 26 29 187 29 21 51 47 146 66 306 69 25 118 48 41 4002 1054
leaf_count=3844148 200266 46 20477 527 46 25 1370 120 28 66 94 95 231 26 29 187 29 21 51 47 146 66 306 69 25 118 48 41 4002 1054
internal_value=0 -285.696 1424 6994.88 797.653 42555.6 19045.4 34529.5 57322.6 151567 7326.72 44932.3 55214.8 25883.8 84169.7 69732.1 152169 211803 9114.91 41422.9 75266.9 598.503 -2722.33 14008.9 22604.2 35916.9 87963.5 158312 -1468.63 1154.33
internal_weight=0 229656 29390 8913 5886 303 3027 1304 809 94 1723 715 620 308 312 283 96 67 282 353 193 160 495 375 257 232 114 66 5583 5056
internal_count=4073804 229656 29390 8913 5886 303 3027 1304 809 94 1723 715 620 308 312 283 96 67 282 353 193 160 495 375 257 232 114 66 5583 5056
is_linear=0
shrinkage=0.1


Tree=1919
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 6 4 3 6 0 1 1 0 0 0 6 6 6 4 6 6 6 4 4 5 6 1 0 4 6
split_gain=1.9777e+12 6.07638e+12 1.88708e+13 2.13338e+13 2.53282e+13 2.52329e+13 2.21028e+13 2.06319e+13 2.06102e+13 1.93265e+13 4.60051e+13 3.8845e+13 6.687e+13 2.95745e+13 4.72782e+13 7.04223e+13 4.15068e+13 1.35257e+14 4.38617e+13 3.8667e+13 3.65702e+13 5.23131e+13 4.30308e+13 4.23254e+13 6.39681e+13 6.84457e+13 5.45898e+13 4.35683e+13 4.14937e+13 8.78968e+13
threshold=83.658467900000019 83.000013850000016 53.310923100000004 3.5000000000000004 54.431501800000014 90.045000000000016 11.500000000000002 5.5000000000000009 66.010000000000005 55.029726000000004 83.00362155000002 83.025426800000005 55.026775150000006 54.945424150000001 54.810424650000009 134.05000000000004 114.05000000000001 108.05000000000001 8.5000000000000018 100.05000000000001 105.00500000000001 82.905000000000015 6.5000000000000009 9.5000000000000018 2.5000000000000004 56.505000000000003 83.086354900000018 54.86311005000001 11.500000000000002 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 8 9 5 -5 -6 -8 -3 10 -4 12 -12 14 19 16 17 20 -18 -13 21 23 -23 -16 25 -25 -27 -28 -24 -30
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 11 13 -14 -15 15 -17 18 -19 -20 -21 -22 22 28 24 -26 26 27 -29 29 -31
leaf_value=16.449377215343727 290.46400544959209 -8914.2828959083909 -1497.248508318989 6354.0459653501166 4706.5314548018623 141843.1756138393 118203.64578125 25637.670638687887 -55441.629185603211 -1815.2919117856909 3111.659686148158 -875.17066973661576 20689.577904507529 -3674.6901647922055 10485.597730569845 190017.37782738096 -152572.35269886366 154558.31978326614 -8164.0138402478451 -39232.598115871013 -87843.444969512202 -16871.312400265957 103023.6140248539 -5069.442491155788 -33290.961475935779 3360.7221781589674 129757.48272722271 41071.057922557047 -602.24882058777268 202025.05350000001
leaf_weight=3601077 221656 1126 87978 27 2677 28 30 122 104 79501 34069 16747 2311 15671 6079 21 33 62 58 267 41 94 131 2463 589 345 71 252 149 25
leaf_count=3601077 221656 1126 87978 27 2677 28 30 122 104 79501 34069 16747 2311 15671 6079 21 33 62 58 267 41 94 131 2463 589 345 71 252 149 25
internal_value=0 -16.7136 -492.365 -431.535 8119.44 75330.3 6812.76 43907.3 -12848.3 -531.395 78.1454 1822.02 4228.28 -209.149 1770.96 7078.05 6708.37 7302.38 -60531.9 -1477.11 6410.7 6789.64 42283.4 5344.39 -3057.06 2630.5 31021.2 60565.6 60514.7 28510.9
internal_weight=0 3.85215e+06 251071 249841 2884 55 2829 152 1230 246957 167456 79478 36380 43098 27427 10413 10392 10301 91 17014 10239 10198 399 9799 3720 3131 668 323 305 174
internal_count=4073804 3852148 251071 249841 2884 55 2829 152 1230 246957 167456 79478 36380 43098 27427 10413 10392 10301 91 17014 10239 10198 399 9799 3720 3131 668 323 305 174
is_linear=0
shrinkage=0.1


Tree=1920
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 0 0 0 7 4 1 6 3 0 6 7 6 0 6 6 6 0 4 4 2 1 6 1 6 6
split_gain=1.88077e+12 1.05177e+13 2.39636e+13 3.47981e+13 5.94424e+13 3.37277e+13 1.00741e+14 5.24108e+13 2.96165e+13 3.59561e+13 2.94612e+13 3.74075e+13 2.62177e+13 2.78894e+13 2.37281e+13 4.70985e+13 5.17109e+13 5.25181e+13 4.57135e+13 5.33715e+13 4.4921e+13 5.0749e+13 4.61704e+13 7.41825e+13 6.62202e+13 9.686e+13 7.11704e+13 6.45441e+13 1.22853e+14 1.29059e+14
threshold=9.5000000000000018 1.5000000000000002 47.005000000000003 30.345769800000003 30.330566300000005 60.034792100000011 60.05226170000001 59.91832440000001 6.0000000000000009 15.500000000000002 30.226173900000003 43.905000000000008 12.500000000000002 55.759969450000007 49.010000000000012 6.0000000000000009 87.015000000000015 45.040161900000008 68.515000000000015 69.605000000000004 51.015000000000008 60.05226170000001 19.500000000000004 28.500000000000004 75.000000000000014 37.586700500000006 52.610000000000007 37.631035900000008 73.00500000000001 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 14 3 4 8 7 -7 -6 10 -10 -3 -12 -5 -14 -2 16 17 18 -16 -20 -17 22 24 27 25 26 -22 28 29 -24
right_child=1 2 -4 12 5 6 -8 -9 9 -11 11 -13 13 -15 15 20 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-72.947396796503256 -38.2191817732499 17392.441156502377 160.4934942251241 477.09584559940697 78808.305863236965 273070.88413461542 20222.909921875002 -30827.093927431779 29073.72955338746 2961.8392548090924 -26735.493351712743 12534.105880697876 9481.3789965015512 -483.4554342063102 2595.873710618629 -6020.8158263493369 18282.277113995809 -5831.7649085207804 202398.78467261908 33631.704673433851 -160307.62985491072 -68669.848191345853 33924.171482072343 -17300.098607003867 618.04176989048256 72038.030745738637 34953.709999999999 9618.9768742758024 -81228.600535888676 137507.23954653533
leaf_weight=1892492 935183 504 1111761 45666 113 26 40 71 1037 1073 650 387 7470 4501 5905 6439 1025 37728 21 174 35 97 937 674 16828 275 40 2434 80 138
leaf_count=1892492 935183 504 1111761 45666 113 26 40 71 1037 1073 650 387 7470 4501 5905 6439 1025 37728 21 174 35 97 937 674 16828 275 40 2434 80 138
internal_value=0 63.2887 266.819 2187.73 11328.2 58501.5 119830 36503.3 8098.04 15795 -2441 -12080.4 1569.08 5734.68 -173.615 -1912.18 -3920.6 -4439.85 4169 51806.6 1307.72 3498.67 3825.16 13140.3 1513.46 44565.3 -56168.2 18856.9 38324.4 47221.3
internal_weight=0 2.18131e+06 1.1733e+06 61538 3901 250 66 184 3651 2110 1541 1037 57637 11971 1.00801e+06 72830 44853 43828 6100 195 27977 21538 21441 4263 17178 350 75 3589 1155 1075
internal_count=4073804 2181312 1173299 61538 3901 250 66 184 3651 2110 1541 1037 57637 11971 1008013 72830 44853 43828 6100 195 27977 21538 21441 4263 17178 350 75 3589 1155 1075
is_linear=0
shrinkage=0.1


Tree=1921
num_leaves=31
num_cat=0
split_feature=6 6 2 1 3 0 0 4 6 4 4 5 2 4 1 1 2 4 0 4 0 4 0 0 0 0 0 3 6 3
split_gain=1.9396e+12 9.3444e+12 4.97185e+13 1.09255e+14 6.71172e+13 4.37372e+13 1.08266e+14 5.0983e+13 4.22465e+13 3.9352e+13 4.7858e+13 6.27392e+13 4.81763e+13 6.15033e+13 1.17098e+14 4.40858e+13 4.03788e+13 3.81883e+13 3.50095e+13 5.80672e+13 4.2635e+13 3.61498e+13 4.74326e+13 3.91783e+13 3.68385e+13 1.46001e+14 4.13556e+13 4.64484e+13 1.13409e+14 3.76462e+13
threshold=88.00500000000001 86.030000000000015 7884.5000000000009 37.563506350000004 3.5000000000000004 43.550475500000012 43.6005307 4.5000000000000009 87.395000000000024 2.5000000000000004 15.500000000000002 1.5000000000000002 2828.5000000000005 11.500000000000002 37.649344350000007 37.740454950000007 2892.5000000000005 28.500000000000004 55.633951400000008 23.500000000000004 55.579943700000008 7.5000000000000009 59.856552950000008 59.990753350000013 59.939085000000013 59.950512650000007 59.933037250000005 7.5000000000000009 87.015000000000015 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 -1 3 4 8 7 -7 -5 17 -8 11 16 13 15 -15 -13 -11 -3 19 20 -6 22 -20 -24 26 -26 -23 29 -29 -28
right_child=-2 2 -4 5 18 6 9 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 21 -21 -22 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-4.5530828607111671 -282.30435369787381 1488.9877000130184 -604.34256321116334 -124973.41262090775 -4029.1933003396853 105360.06821410125 -33458.098634746289 -9517.7609500207636 28763.621945167015 52673.722642299108 4294.5051616383598 -25804.081432156738 10826.560192978108 201463.61089242788 42818.680523315707 25455.878334024019 238712.48703125 -137768.78734375001 1866.0249873408566 -104308.29261968085 38291.08410768013 -16498.101516225513 -101870.09565263607 38483.88388247283 122802.00532651156 -8149.1209024860236 -133477.7516796875 -34315.006116365133 -319611.33309659094 29819.710774739582
leaf_weight=3772944 229656 1279 49390 42 763 121 202 428 782 28 5981 193 5675 52 442 1284 20 20 108 47 346 2469 147 23 92 1142 20 38 22 48
leaf_count=3772944 229656 1279 49390 42 763 121 202 428 782 28 5981 193 5675 52 442 1284 20 20 108 47 346 2469 147 23 92 1142 20 38 22 48
internal_value=0 16.8653 1151.78 5127.89 -4803.98 10170.7 11178.2 -19835.1 10399.9 10357 11004.2 16220 15504.6 28973.7 59518.1 18757.7 130190 -655.089 -10813.3 4560.51 9174.43 -15138.5 -49957.7 -82881 -12611.8 1613.85 -19371.4 -74794 -138924 -18209
internal_weight=0 3.84415e+06 71204 21814 7346 14468 13998 470 2081 13877 13675 7694 7646 1971 494 1477 48 1299 5265 1156 1109 4109 278 170 3831 1234 2597 128 60 68
internal_count=4073804 3844148 71204 21814 7346 14468 13998 470 2081 13877 13675 7694 7646 1971 494 1477 48 1299 5265 1156 1109 4109 278 170 3831 1234 2597 128 60 68
is_linear=0
shrinkage=0.1


Tree=1922
num_leaves=31
num_cat=0
split_feature=4 4 2 7 1 6 0 0 1 0 0 0 0 0 1 1 1 1 6 5 5 0 6 3 3 1 3 0 0 7
split_gain=1.87882e+12 1.11967e+13 6.69069e+13 1.35065e+14 7.1467e+13 8.28312e+13 7.54138e+13 1.00714e+14 6.15739e+13 5.07355e+13 4.3931e+13 1.09848e+14 4.31823e+13 2.24216e+14 6.43741e+13 8.35436e+13 5.94687e+13 4.17536e+13 4.08067e+13 4.26806e+13 4.04038e+13 3.99742e+13 3.99739e+13 3.74847e+13 7.0853e+13 3.60361e+13 3.60404e+13 3.58424e+13 3.58335e+13 1.01335e+14
threshold=10.500000000000002 11.500000000000002 75.000000000000014 6.0000000000000009 37.631035900000008 62.995000000000012 55.721784200000009 55.667390500000003 37.517483500000004 55.702806750000008 55.696737300000009 55.783232450000007 55.768246800000007 55.753967500000009 37.517483500000004 37.442254400000003 37.600779750000008 30.226173900000003 45.995000000000012 1.5000000000000002 2.5000000000000004 60.01610465000001 68.00500000000001 5.5000000000000009 7.5000000000000009 37.682335600000009 3.5000000000000004 55.520061350000013 59.963561900000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 18 -10 22 -12 13 25 15 -14 -16 21 -2 -20 -13 -4 -7 -8 -25 26 -5 -28 -19 -30
right_child=1 -3 17 12 6 10 23 -9 9 -11 11 20 14 -15 16 -17 -18 28 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=52.552346120266272 7966.9333432616004 -45.554916431532121 31740.152931083798 -36722.35940780941 23043.433387848272 -40427.447774621214 101918.013578125 -107855.51088706216 55458.452736663821 162466.46070692275 -206937.40717592594 -48896.713537176722 4485.345791480655 168278.10903888082 -65868.853058146531 248768.03928571427 -8422.2769768757535 -2807.9118747155644 223134.67553267046 47249.538582136825 115316.06537298388 -32593.736324757541 88431.979902563209 -99566.557166245417 89943.97962932181 58758.230108283555 -36191.313213641828 14487.280651017285 11500.93905626199 -28928.573699435092
leaf_weight=2547999 100 1489647 577 253 166 33 100 91 64 144 27 29 42 86 214 21 1141 28895 22 37 31 116 89 34 47 102 169 801 953 1774
leaf_count=2547999 100 1489647 577 253 166 33 100 91 64 144 27 29 42 86 214 21 1141 28895 22 37 31 116 89 34 47 102 169 801 953 1774
internal_value=0 -87.7591 -1826.5 10647.3 41961 65111.5 11516.6 -23306 93728.6 129541 14860.4 -39431.2 -576.444 11809 -12900.7 85912.9 -17495 -3309.93 46879.8 112834 35946.6 20971.4 53576.6 60960.8 10396.3 1653.25 -3109.38 5657.71 -3842.06 -14799.7
internal_weight=0 1.5258e+06 36158 3843 1014 576 438 257 367 208 209 87 2829 1411 1418 63 1355 32315 159 59 60 693 122 181 81 1325 1223 970 31622 2727
internal_count=4073804 1525805 36158 3843 1014 576 438 257 367 208 209 87 2829 1411 1418 63 1355 32315 159 59 60 693 122 181 81 1325 1223 970 31622 2727
is_linear=0
shrinkage=0.1


Tree=1923
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 6 5 6 3 0 0 7 0 0 1 1 3 6 6 0 6 6 6 6 6 6 6 1 6 0
split_gain=1.81781e+12 1.01235e+13 3.36016e+13 7.38607e+13 7.49628e+13 5.40273e+13 5.00336e+13 4.75571e+13 6.61685e+13 4.26947e+13 1.23489e+14 2.09954e+14 1.62034e+14 9.30244e+13 1.33592e+14 7.99803e+13 1.07926e+14 8.95583e+13 6.66744e+13 6.20119e+13 5.87694e+13 5.40638e+13 5.24103e+13 4.59343e+13 4.08194e+13 3.91045e+13 3.81311e+13 6.99229e+13 5.35586e+13 5.11937e+13
threshold=9.5000000000000018 10.500000000000002 38.948208550000011 39.873894000000007 39.777866350000004 74.015000000000015 2.5000000000000004 105.00500000000001 4.5000000000000009 60.01610465000001 59.963561900000009 6.0000000000000009 59.982409200000006 59.982409200000006 30.370944000000005 30.315889700000003 9.5000000000000018 76.00500000000001 46.420000000000009 59.990753350000013 53.005000000000003 53.310000000000009 70.00500000000001 103.03500000000001 82.00500000000001 106.49500000000002 118.04500000000002 55.90712030000001 247.90000000000001 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 23 13 22 14 -12 24 17 19 -18 21 -21 -17 -13 -2 -14 -11 -5 28 29 -28
right_child=1 -3 3 26 7 6 -8 8 -10 25 11 12 15 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-71.71607054230725 -1856.4695616185318 -78.983224160709057 1477.5368627404291 407.84902644785842 16229.766999605119 38401.554263633312 8898.6503635255667 175807.66626302083 8661.5456406249996 -15278.083247744458 102537.04329168146 -58036.773655294513 158501.92652925535 -10782.169277328492 -55387.165849799618 39936.090268750006 69823.769609374998 148565.48311588541 289317.82056451612 34571.109248373956 134032.54399002259 -54857.225571625808 33439.585173382678 -18750.576178455925 40488.046009290541 64984.41002354776 -9179.8385906428884 2236.5147555439794 63316.421484375001 -43232.781535720424
leaf_weight=1892492 50861 1525805 25709 557649 3916 652 4856 45 50 2899 176 139 141 1600 77 125 25 75 31 209 83 116 114 1662 37 62 838 2359 68 933
leaf_count=1892492 50861 1525805 25709 557649 3916 652 4856 45 50 2899 176 139 141 1600 77 125 25 75 31 209 83 116 114 1662 37 62 838 2359 68 933
internal_value=0 62.2204 390.896 614.873 5056.66 3403.13 12391 17925.8 87836 -1897.76 -1273.24 18642.3 53358.3 -1872.51 54473.2 74444.6 58487.2 46251.7 191329 31854.9 62842.7 -5690.57 -16818.2 -2391.05 133971 -13597.5 336.371 -9158.51 -23775.6 -27119.6
internal_weight=0 2.18131e+06 655507 597075 35228 31217 5508 4011 95 58432 55471 2948 1095 1853 253 842 664 608 56 533 292 241 253 52523 178 2961 561847 4198 1839 1771
internal_count=4073804 2181312 655507 597075 35228 31217 5508 4011 95 58432 55471 2948 1095 1853 253 842 664 608 56 533 292 241 253 52523 178 2961 561847 4198 1839 1771
is_linear=0
shrinkage=0.1


Tree=1924
num_leaves=31
num_cat=0
split_feature=0 1 6 5 6 0 1 2 4 6 1 1 6 6 4 2 7 4 4 4 4 1 4 7 6 4 4 6 6 1
split_gain=1.72878e+12 1.17046e+13 1.6878e+13 1.00934e+13 1.75124e+13 9.52873e+12 4.08413e+13 7.88697e+13 3.24249e+13 2.85303e+13 2.68708e+13 8.95303e+13 6.15418e+13 4.79095e+13 3.19539e+13 2.77947e+13 2.7507e+13 2.69781e+13 2.40648e+13 2.14199e+13 1.34686e+14 1.0163e+14 1.16539e+14 3.33319e+13 3.12848e+13 2.78193e+13 2.14995e+13 2.02984e+13 1.98613e+13 1.91679e+13
threshold=60.753246850000004 33.882313700000005 78.605000000000004 4.5000000000000009 77.565000000000012 60.064438250000002 30.226173900000003 3338.0000000000005 26.500000000000004 93.050000000000011 30.410676000000006 30.438492500000006 37.005000000000003 80.720000000000013 9.5000000000000018 2561.0000000000005 6.0000000000000009 23.500000000000004 23.500000000000004 13.500000000000002 15.500000000000002 30.084656550000002 11.500000000000002 6.0000000000000009 73.995000000000019 20.500000000000004 9.5000000000000018 83.820000000000007 80.720000000000013 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 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 7 9 10 19 13 12 -12 17 -15 -13 -17 -8 27 21 28 26 -23 24 -22 -25 -7 -16 -21 -9
right_child=1 3 -4 4 -6 6 8 29 -10 -11 11 15 -14 14 18 16 -18 -19 -20 20 23 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=2.0179108545457334 -4399.3896489225317 769.92662545771691 -46102.754480584779 110761.99507812499 13134.824932655401 27447.464373383511 -18468.295656461763 -10109.886111135636 7152.2381218524333 77553.694502314829 -1444.1109801038806 62871.37271205357 49705.275154016643 18691.954090169271 -39096.961402529763 -16442.492739896203 25403.338105971394 -4272.5792449324608 -37465.005957592497 93517.528195312509 57336.853455597768 -25282.731736567985 -261461.69938858697 -111618.20868055556 -57982.037291666667 -12604.829351897739 -8102.7938175987365 -124947.19270019532 195262.12523082388 7704.1466733526777
leaf_weight=4001071 2479 53853 101 20 226 1172 2247 2309 1599 81 455 49 487 60 42 2068 170 3312 174 150 109 228 23 36 30 134 199 80 22 818
leaf_count=4001071 2479 53853 101 20 226 1172 2247 2309 1599 81 455 49 487 60 42 2068 170 3312 174 150 109 228 23 36 30 134 199 80 22 818
internal_value=0 548.424 -6031.96 862.245 21072 -7.7379 -2439.14 4734.39 -5985.5 19316 -8282.88 -945.931 24999.4 -12288.1 -47851.8 -11632.6 -13263.9 -10010.6 -61340.4 17072.9 35605.7 11577 -46924.6 -3873.94 32447.9 -33572.4 22287.4 -95392.2 106531 -5449.87
internal_weight=0 56679 2580 54099 246 4.01712e+06 16054 5311 10743 2184 9144 3229 942 5915 356 2287 2238 5559 296 2103 481 1622 251 309 139 170 1371 122 172 3127
internal_count=4073804 56679 2580 54099 246 4017125 16054 5311 10743 2184 9144 3229 942 5915 356 2287 2238 5559 296 2103 481 1622 251 309 139 170 1371 122 172 3127
is_linear=0
shrinkage=0.1


Tree=1925
num_leaves=31
num_cat=0
split_feature=1 1 6 0 1 0 1 4 6 4 4 4 6 7 6 5 3 4 7 6 1 4 0 0 6 0 7 4 5 4
split_gain=1.62741e+12 3.22082e+13 2.89957e+13 3.53976e+13 4.24445e+13 3.72337e+13 4.8031e+13 6.53821e+13 7.43496e+13 4.98667e+13 4.07915e+13 6.379e+13 3.64286e+13 6.15465e+13 3.58122e+13 4.87873e+13 5.27617e+13 4.03312e+13 2.93711e+13 2.863e+13 2.75444e+13 3.39141e+13 7.37573e+13 4.39427e+13 4.36636e+13 4.23318e+13 2.71145e+13 3.0529e+13 2.70738e+13 2.55209e+13
threshold=50.298521650000005 49.692247900000005 49.895000000000003 53.175387700000009 50.136929700000003 53.356310450000002 50.136929700000003 21.500000000000004 106.49500000000002 24.500000000000004 4.5000000000000009 8.5000000000000018 73.00500000000001 6.0000000000000009 120.05000000000001 3.5000000000000004 7.5000000000000009 4.5000000000000009 6.0000000000000009 99.050000000000011 52.061190950000004 3.5000000000000004 55.622114900000007 55.418618900000006 122.65000000000002 55.60524465000001 6.0000000000000009 31.500000000000004 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 4 -4 6 7 10 9 -9 -5 12 28 19 18 -16 17 -17 29 -14 21 -2 23 -23 25 -25 -11 -28 -12 -8
right_child=20 2 3 5 -6 -7 14 8 -10 26 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.1184326655030432 3239.4827721002989 307.68568583948286 -9178.783951816722 -5754.0668533797116 23860.301989692322 -12929.98894068657 5117.4561238076649 -20428.432482035048 144484.84417509192 76823.394351067342 111665.38959263393 19593.49657442125 91610.284030708252 178828.15455228367 -63676.319229403409 77234.113423295465 73206.180982730264 -78816.962962045247 -5010.433168480432 25834.163608217241 -19.222712561572788 -11244.215172321448 -1661.5764761866531 -66258.237240199363 -183483.95597656252 -14642.677001276523 21749.25320485152 -50830.609273097827 27384.483913503111 16509.326061411703
leaf_weight=2435175 6892 24380 2709 388 454 891 7949 823 34 71 42 2046 137 52 176 22 76 67 2101 128 1560504 5278 19249 251 20 433 362 69 412 2613
leaf_count=2435175 6892 24380 2709 388 454 891 7949 823 34 71 42 2046 137 52 176 22 76 67 2101 128 1560504 5278 19249 251 20 433 362 69 412 2613
internal_value=0 50.6381 2672.02 5337.95 -4436.53 7012.83 8024.27 16850.3 -1530.34 -5277.15 24644.2 28831.1 53344.7 79357.9 4926.61 -27052.6 12012.6 -40242.5 5787.78 59839.2 -78.8898 -2977.46 -4675.65 -14374.4 -37842 -33583.5 19562.5 10129.7 35181.4 7935.76
internal_weight=0 2.48118e+06 46002 21622 3163 18459 17568 4564 1359 1325 3205 2817 771 317 13004 341 165 89 12663 265 1.59263e+06 32123 25231 5982 704 684 502 431 454 10562
internal_count=4073804 2481177 46002 21622 3163 18459 17568 4564 1359 1325 3205 2817 771 317 13004 341 165 89 12663 265 1592627 32123 25231 5982 704 684 502 431 454 10562
is_linear=0
shrinkage=0.1


Tree=1926
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 4 1 4 5 1 6 1 6 4 1 6 6 6 3 1 1 7 6 6 6 3 6 3
split_gain=1.70426e+12 1.92201e+13 6.21908e+13 1.22323e+14 2.4652e+14 8.56754e+13 9.81478e+13 8.16067e+13 7.19408e+13 9.73903e+13 6.28247e+13 7.0362e+13 5.48244e+13 5.3148e+13 8.71112e+13 6.64094e+13 4.98649e+13 1.01468e+14 4.80326e+13 4.64578e+13 4.58402e+13 4.32505e+13 1.69218e+14 4.77253e+13 4.43105e+13 6.28363e+13 4.67234e+13 4.04834e+13 3.95929e+13 4.97684e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.303340300000002 30.315889700000003 16.500000000000004 5.5000000000000009 14.500000000000002 30.389265100000003 13.500000000000002 1.5000000000000002 30.370944000000005 53.310000000000009 30.323041000000003 72.50500000000001 7.5000000000000009 30.330566300000005 71.715000000000018 63.415000000000006 102.04000000000001 6.5000000000000009 30.242318500000007 30.260128500000004 6.0000000000000009 61.025000000000006 108.05000000000001 59.815000000000005 3.5000000000000004 108.05000000000001 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 7 6 27 -5 10 -10 12 13 -6 14 -12 -16 17 -15 -8 -17 -11 23 28 -7 26 -26 -24 -2 29 -23
right_child=1 -3 -4 4 8 21 18 -9 9 20 11 -13 -14 16 15 19 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-13.007436834633522 19763.579882062346 -20.786424718989689 -9457.5315603910185 299812.52979166666 1763.9623837920308 -2842.5129316917428 -5465.280289227042 113187.13283896759 16548.431851323447 139595.51699312651 137069.67269479853 62548.159650174253 -54727.228385485141 12484.645032552085 -83419.236993634258 8438.0461719543946 8978.1201880254539 -152222.95897216798 -28005.016764635919 117651.40586622807 59426.260698468046 72048.711031750528 10996.263611628892 92357.999403409092 -39617.728260658565 68033.166616586546 95862.32507390203 89865.748658367418 -56017.9225390625 168052.92558894234
leaf_weight=3915450 358 144405 2800 30 987 1237 3076 107 576 104 76 343 208 90 54 123 509 64 1365 57 227 319 526 55 327 65 74 107 20 65
leaf_count=3915450 358 144405 2800 30 987 1237 3076 107 576 104 76 343 208 90 54 123 509 64 1365 57 227 319 526 55 327 65 74 107 20 65
internal_value=0 321.621 3866.34 7212.55 22521.7 45.8354 -7816.36 154054 17249.6 41388.7 8530.33 23603.3 -8068.81 9874.49 44053.8 13843.5 -6106.77 -55965.3 -12393.2 43022.3 84615.4 14395.5 26598.6 1210.14 4380.05 -21767.5 21463.1 35894.6 81155 88299.4
internal_weight=0 158354 13949 11149 3555 7594 4906 137 3418 907 2511 1316 1195 973 310 234 663 154 4441 180 331 2688 1396 1292 992 392 600 465 404 384
internal_count=4073804 158354 13949 11149 3555 7594 4906 137 3418 907 2511 1316 1195 973 310 234 663 154 4441 180 331 2688 1396 1292 992 392 600 465 404 384
is_linear=0
shrinkage=0.1


Tree=1927
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 2 1 0 2 1 6 7 6 0 4 0 1 4 4 4 1 1 6 6 3 0 6 0 4 4
split_gain=1.68505e+12 9.74553e+12 3.79107e+13 2.88897e+13 2.881e+13 2.67152e+13 3.80201e+13 2.72476e+13 3.15651e+13 2.50158e+13 2.45381e+13 3.80005e+13 5.65442e+13 5.62817e+13 5.16337e+13 3.76818e+13 3.17886e+13 4.43319e+13 2.90258e+13 5.35381e+13 3.9937e+13 3.05007e+13 2.93794e+13 2.53372e+13 2.43828e+13 3.00465e+13 2.61299e+13 2.57177e+13 5.33593e+13 2.37708e+13
threshold=3338.0000000000005 57.634352600000007 57.205086850000008 59.999510900000011 52.990000000000002 8009.5000000000009 34.382014200000008 63.565651350000003 14143.500000000002 59.999510900000011 68.515000000000015 6.0000000000000009 71.715000000000018 57.978821400000008 6.5000000000000009 58.08467765000001 30.410676000000006 8.5000000000000018 16.500000000000004 17.500000000000004 37.897576350000001 37.897576350000001 73.995000000000019 116.05000000000001 5.5000000000000009 57.978821400000008 142.05000000000004 57.892117950000006 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 -2 4 -3 10 7 -7 -9 -4 -6 24 -13 -14 15 -15 17 -16 21 20 -20 22 -18 -21 27 26 -26 28 -12 -11
right_child=1 3 9 -5 5 6 -8 8 -10 29 11 12 13 14 16 -17 18 -19 19 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-53.538711512495468 34.765320163654444 199.98232433960646 -19096.922365302657 -2550.3180615959877 5805.1660228664314 3219.636010375094 -17479.563018002525 -38759.763974683658 12017.069726051212 13218.19927445233 36658.776043195357 -25844.27240913573 -22026.046903534909 114413.53961292615 -31911.672190982004 26145.629477687438 44641.913500976567 69494.959181016166 175950.37003348215 5221.6037611919346 40217.902720133468 -4437.9681295241226 -58185.461881201867 -59600.141102430556 -5995.9594282475427 14642.284014679733 -122289.50015625 -930.84426625278547 -13589.108358429483 -6459.8496200809514
leaf_weight=2406287 1500982 83417 1398 21896 29312 5254 1372 341 191 689 543 1133 942 66 61 181 32 147 28 1407 96 844 211 63 569 3183 20 7163 346 5630
leaf_count=2406287 1500982 83417 1398 21896 29312 5254 1372 341 191 689 543 1133 942 66 61 181 32 147 28 1407 96 844 211 63 569 3183 20 7163 346 5630
internal_value=0 77.2583 -1.17783 822.366 1361.71 3172.91 -2512.97 1035.97 -20529.7 -6992.24 4051.05 1032.76 -6081.75 -591.088 5847.6 49731.4 2095.68 39755.5 -826.08 7766.32 70867.2 -13426.2 -44644.4 2443.53 4168.23 10803 -9944.81 1060.14 17102.2 -4314.23
internal_weight=0 1.66752e+06 1.5087e+06 158818 136922 53505 7158 5786 532 7717 46347 17035 5211 4078 3136 247 2889 208 2681 1594 124 1087 243 1470 11824 3772 589 8052 889 6319
internal_count=4073804 1667517 1508699 158818 136922 53505 7158 5786 532 7717 46347 17035 5211 4078 3136 247 2889 208 2681 1594 124 1087 243 1470 11824 3772 589 8052 889 6319
is_linear=0
shrinkage=0.1


Tree=1928
num_leaves=31
num_cat=0
split_feature=2 2 6 4 1 6 1 1 6 3 4 4 0 6 7 6 0 6 6 6 3 4 0 0 7 5 4 1 6 0
split_gain=1.83956e+12 2.58883e+13 3.05797e+13 1.50891e+13 1.22523e+13 1.73655e+13 1.32143e+13 1.2328e+13 1.58607e+13 1.21886e+13 1.2118e+13 1.57736e+13 2.50462e+13 1.48433e+13 1.58888e+13 1.78902e+13 1.37096e+13 1.19244e+13 2.56898e+13 1.34437e+13 1.10167e+13 1.08206e+13 1.03071e+13 2.45367e+13 1.02698e+13 1.02012e+13 9.87309e+12 1.25754e+13 1.64596e+13 9.77167e+12
threshold=10180.500000000002 10876.500000000002 53.005000000000003 3.5000000000000004 41.966773150000002 40.490000000000002 42.186961750000002 44.628646350000004 138.05000000000004 3.5000000000000004 8.5000000000000018 5.5000000000000009 48.179569850000007 120.05000000000001 6.0000000000000009 103.03500000000001 56.520242650000007 99.050000000000011 156.15000000000003 88.00500000000001 3.5000000000000004 4.5000000000000009 44.601833250000006 44.739668300000005 6.0000000000000009 2.5000000000000004 12.500000000000002 83.971434050000013 72.50500000000001 45.022979600000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 8 21 -6 11 12 -5 14 15 26 25 19 -19 22 -9 -8 -7 -24 -2 -14 27 -12 -29 -25
right_child=1 4 3 10 6 17 7 20 -10 -11 13 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=-5.9060928016092866 -4038.6818100694932 2361.2543673821356 -25175.520952972809 -7508.5532571614594 12301.52884656409 -18106.564754354546 -24372.116899171171 2970.2269046943034 -73105.006550886828 1076.9556661770127 -2471.2484198061848 61243.43050888271 118095.14702148439 -48200.913237847228 38249.475996309171 82038.559018841916 -16130.843062500002 -79283.9588256836 37029.17898582176 45607.415964673914 -2174.9421857895732 -3278.1772953600093 22698.318977095172 -13511.546900099282 19530.471176276409 48888.899784936802 -11467.989595947267 13456.753850145342 59417.380936409667 2031.6439701609766
leaf_weight=4042576 1400 2225 77 150 1745 870 294 8728 37 2171 287 146 28 36 272 34 25 64 27 46 7954 1407 275 1443 213 89 200 320 103 562
leaf_count=4042576 1400 2225 77 150 1745 870 294 8728 37 2171 287 146 28 36 272 34 25 64 27 46 7954 1407 275 1443 213 89 200 320 103 562
internal_value=0 764.565 9029.09 18116.9 -238.527 -4460.94 803.466 -318.026 -8332.96 6078.71 20089.4 34405.9 20987.1 15080.9 16954.3 10818.4 51088.1 -9078.95 -44773.5 -8062.61 517.003 -6924.04 -8846.37 -5312.87 -926.326 65451.1 8157.48 13685.8 24648.1 -9154.8
internal_weight=0 31228 3380 1767 27848 5512 22336 18420 1738 3916 1690 438 292 1252 1216 944 142 3287 91 3196 16682 1701 3150 2280 1613 117 910 710 423 2005
internal_count=4073804 31228 3380 1767 27848 5512 22336 18420 1738 3916 1690 438 292 1252 1216 944 142 3287 91 3196 16682 1701 3150 2280 1613 117 910 710 423 2005
is_linear=0
shrinkage=0.1


Tree=1929
num_leaves=31
num_cat=0
split_feature=1 5 6 6 4 7 1 4 6 6 0 4 0 6 6 0 4 0 0 0 5 0 2 0 4 0 6 5 6 5
split_gain=1.74666e+12 1.20747e+13 2.07198e+13 3.85943e+13 2.07622e+13 2.55893e+13 1.93949e+13 1.83124e+13 1.79626e+13 1.71545e+13 1.68644e+13 1.63671e+13 1.88278e+13 1.61756e+13 1.66965e+13 1.59534e+13 4.58685e+13 6.38424e+13 1.00368e+14 7.54799e+13 7.58179e+13 6.65359e+13 4.21369e+13 4.06742e+13 4.71719e+13 4.67482e+13 3.67519e+13 2.70854e+13 6.20843e+13 2.63013e+13
threshold=30.084656550000002 1.5000000000000002 55.405000000000008 62.995000000000012 5.5000000000000009 6.0000000000000009 20.507515800000004 22.500000000000004 60.305000000000007 54.710000000000008 54.707511300000007 16.500000000000004 59.91832440000001 54.990000000000002 57.410000000000004 59.764576050000009 5.5000000000000009 59.864072000000007 59.898927250000007 60.002985000000002 2.5000000000000004 59.848366150000011 3338.0000000000005 59.864072000000007 12.500000000000002 59.91832440000001 74.615000000000009 2.5000000000000004 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 9 8 -5 -6 -7 13 -4 11 -8 -1 -13 -3 -15 22 17 21 -19 20 26 -17 -16 24 27 29 -20 28 -18 -25
right_child=-2 7 3 4 5 6 10 -9 -10 -11 -12 12 -14 14 15 16 23 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=275.30816865673495 7.4799045478257042 -5762.6029371549885 18566.563693064567 -50810.754880487351 112572.31748511906 -59697.450531914888 56320.57356883082 -23838.567776927586 60848.22242105694 -61537.116024502844 -11712.666454081635 -802.98295069494918 28349.106624491422 8657.6956909943419 -42575.220294117651 14312.935317201969 59382.603928894925 68308.611776253179 -91742.152478966353 3917.7963147826954 -23919.810858226105 -83527.862270539117 -1672.5341856559132 -86215.969763764879 3405.4478492901953 14506.499504824284 -243553.77472826091 31488.607741210937 208504.11195870535 -13740.270480034
leaf_weight=16630 4021329 6894 212 84 21 47 58 369 191 44 98 430 457 1918 255 108 138 197 52 1236 255 195 20451 63 231 1389 23 150 35 244
leaf_count=16630 4021329 6894 212 84 21 47 58 369 191 44 98 430 457 1918 255 108 138 197 52 1236 255 195 20451 63 231 1389 23 150 35 244
internal_value=0 -573.209 1502.19 18237.7 -8412.7 7486.56 -3384.38 -1681.93 38605.8 824.611 13581.7 981.254 14216.8 -1440.29 -334.2 -1023.45 4507.15 -6251.12 1036.48 -7426.24 -49914.8 -48653.9 -2176.26 14385.6 37910.5 6701.24 -138298 62587.4 89551.7 -28613.1
internal_weight=0 52475 18272 711 308 224 203 34203 403 17561 156 17517 887 33834 26940 25022 4316 2066 1763 1566 330 303 20706 2250 554 1696 75 323 173 307
internal_count=4073804 52475 18272 711 308 224 203 34203 403 17561 156 17517 887 33834 26940 25022 4316 2066 1763 1566 330 303 20706 2250 554 1696 75 323 173 307
is_linear=0
shrinkage=0.1


Tree=1930
num_leaves=31
num_cat=0
split_feature=1 4 3 6 6 6 6 0 6 3 6 3 6 7 6 3 5 7 0 6 6 3 3 4 6 6 6 3 0 0
split_gain=1.80454e+12 7.80841e+12 1.21096e+13 1.3685e+13 1.33984e+13 4.25646e+13 2.41723e+13 1.91479e+13 2.30675e+13 4.35561e+13 2.20444e+13 4.7289e+13 1.9773e+13 2.25714e+13 6.00505e+13 1.62932e+13 1.58194e+13 1.79335e+13 1.72074e+13 1.36381e+14 1.44278e+13 1.37188e+13 4.03941e+13 1.83057e+13 1.31145e+13 1.85795e+13 1.55553e+13 1.28551e+13 1.73808e+13 1.20437e+13
threshold=20.507515800000004 9.5000000000000018 10.500000000000002 106.49500000000002 63.705000000000005 68.515000000000015 54.410000000000004 54.724612400000005 116.05000000000001 7.5000000000000009 106.49500000000002 3.5000000000000004 70.00500000000001 6.0000000000000009 74.615000000000009 9.5000000000000018 2.5000000000000004 6.0000000000000009 54.707511300000007 102.04000000000001 99.050000000000011 7.5000000000000009 6.5000000000000009 13.500000000000002 75.605000000000004 70.50500000000001 82.00500000000001 2.5000000000000004 54.73499850000001 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 -6 -3 8 10 -10 16 -12 -9 14 -14 -11 17 -7 20 -20 -18 22 27 -23 25 -19 -26 28 -16 -1
right_child=-2 2 3 -5 5 7 -8 12 9 15 11 -13 13 -15 21 -17 18 24 19 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3143.6901789644562 -4.7048104027066744 5632.1637983835126 -2855.5672121063599 -58778.123124999998 -20388.449320643645 8857.4031952127061 28101.92230423681 62474.813108398441 -70672.41753417968 -4792.7742730034724 194603.55706521741 5355.2560987903234 -93596.291375566565 3519.877418136597 -101011.43203125001 71397.499626358695 -4772.7297711094225 77459.25870513916 263267.65102982958 -28463.449246060645 68376.650000000009 -5024.5483366935487 -143740.995 109985.79775000001 130075.72922303736 3408.4421744452588 27327.648963994568 37125.718521205359 22986.011508413463 3386.2519740853859
leaf_weight=7494 4053548 2309 1587 45 731 137 604 50 80 72 23 31 92 1536 20 46 384 64 22 59 29 31 20 25 41 72 23 70 26 4533
leaf_count=7494 4053548 2309 1587 45 731 137 604 50 80 72 23 31 92 1536 20 46 384 64 22 59 29 31 20 25 41 72 23 70 26 4533
internal_value=0 941.507 3315.12 -4397.55 5223.12 1215.71 10291.2 6563.71 17144.9 -13710 24048.1 85961 435.661 -1268.71 -27167.6 24908.5 20024.8 36729.7 8629.03 50772.2 363.667 4662.88 -12489.8 46319.4 55822.2 38255.9 93150.6 10139.7 -30925.9 -682.542
internal_weight=0 20256 8229 1632 6597 3684 2913 2953 1083 198 885 54 1870 1820 284 118 831 337 494 81 413 192 136 56 200 136 64 116 46 12027
internal_count=4073804 20256 8229 1632 6597 3684 2913 2953 1083 198 885 54 1870 1820 284 118 831 337 494 81 413 192 136 56 200 136 64 116 46 12027
is_linear=0
shrinkage=0.1


Tree=1931
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 3 6 6 6 0 0 4 2 1 0 0 6 3 5 6 7 6 0 6 5 2 6 0 6 1
split_gain=1.77954e+12 1.31041e+13 1.93631e+13 2.33139e+13 3.47369e+13 3.24838e+13 2.42267e+13 2.68684e+13 5.5524e+13 6.00009e+13 4.20183e+13 3.29058e+13 4.43726e+13 5.58076e+13 9.00551e+13 7.51701e+13 6.38928e+13 5.78353e+13 5.26026e+13 9.44425e+13 4.30852e+13 3.90609e+13 3.73719e+13 3.27588e+13 2.86258e+13 2.73603e+13 2.80018e+13 2.63212e+13 2.54222e+13 6.02877e+13
threshold=5.5000000000000009 55.145978450000008 52.07762420000001 43.605000000000011 55.957851400000003 3.5000000000000004 63.005000000000003 99.050000000000011 101.02000000000002 55.071632200000003 53.888505650000006 4.5000000000000009 9651.0000000000018 82.971668900000012 55.061158000000006 55.071632200000003 80.030000000000015 2.5000000000000004 3.5000000000000004 71.030000000000015 6.0000000000000009 91.02500000000002 54.988402950000008 67.00500000000001 2.5000000000000004 2911.0000000000005 102.04000000000001 53.244414800000008 96.050000000000011 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 10 25 27 28 -13 14 18 -15 20 -18 21 -20 -16 22 -14 24 -24 -10 -27 -9 -8 -30
right_child=-2 -3 3 5 -6 -7 7 8 9 -11 -12 12 13 15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=312.03246478244984 -41.327362959065603 444.02910593792842 -2365.4866317753858 -1545.9391026943883 1346.8170929308299 -3760.1835894087708 -734.79987931835524 -18926.648117566463 -17887.00340165956 -45667.630816028526 -40609.326261196664 2987.3916479315849 34608.785543893136 20120.371292177428 51478.723047593063 -30393.50286403624 175928.60826273338 46162.088558467745 245656.66512500003 32742.634059375003 -42775.713679108798 98767.238117732573 107783.49629407053 -17653.73867409048 7707.1896178628804 62927.017393785114 5894.9595356694836 73964.489575195315 159017.85694839017 10326.985355294586
leaf_weight=305074 2928705 572471 36504 74334 81441 50061 11227 67 491 265 621 6360 262 773 476 476 77 62 25 125 54 43 39 697 107 89 2632 56 33 157
leaf_count=305074 2928705 572471 36504 74334 81441 50061 11227 67 491 265 621 6360 262 773 476 476 77 62 25 125 54 43 39 697 107 89 2632 56 33 157
internal_value=0 105.699 -232.539 -853.477 197.858 -1682.3 -637.371 2041.2 -5238.77 66.6083 -30032.9 3504.96 7827.94 17400.7 27897.7 869.287 57701.8 118047 12536.4 68228.3 41875.4 5259.64 1620.88 -8631.59 34439.9 3839.83 7760.4 23365.3 -120.931 36152.2
internal_weight=0 1.1451e+06 572628 267554 117945 149609 99548 25214 4221 3477 744 20993 9576 3216 1967 1249 669 139 1298 150 530 1148 1105 843 146 3212 2721 123 11417 190
internal_count=4073804 1145099 572628 267554 117945 149609 99548 25214 4221 3477 744 20993 9576 3216 1967 1249 669 139 1298 150 530 1148 1105 843 146 3212 2721 123 11417 190
is_linear=0
shrinkage=0.1


Tree=1932
num_leaves=31
num_cat=0
split_feature=1 0 6 0 3 1 6 4 0 0 5 4 4 0 3 3 0 3 3 5 6 6 5 4 6 6 4 0 4 4
split_gain=1.67419e+12 1.15182e+13 2.41871e+13 3.29174e+13 4.29482e+13 5.32581e+13 4.98533e+13 4.16173e+13 4.39487e+13 8.19569e+13 4.18864e+13 3.92994e+13 5.35376e+13 3.79783e+13 3.77189e+13 3.68762e+13 3.43247e+13 8.25744e+13 1.42197e+14 5.4669e+13 3.87693e+13 3.1078e+13 6.29344e+13 5.06588e+13 2.63105e+13 3.25633e+13 2.43011e+13 2.2845e+13 7.66752e+13 7.25229e+13
threshold=30.084656550000002 54.73499850000001 73.00500000000001 59.764576050000009 2.5000000000000004 20.507515800000004 88.825000000000003 5.5000000000000009 59.864072000000007 59.882709350000006 3.5000000000000004 5.5000000000000009 3.5000000000000004 59.848366150000011 3.5000000000000004 1.5000000000000002 57.719618750000002 5.5000000000000009 6.5000000000000009 3.5000000000000004 85.020000000000024 125.02000000000002 3.5000000000000004 8.5000000000000018 102.04000000000001 87.395000000000024 7.5000000000000009 54.724612400000005 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 27 -3 4 6 14 -4 8 10 -10 13 12 -8 -5 26 -14 17 19 -19 20 -7 24 -23 -24 25 -16 -6 -1 29 -29
right_child=-2 2 3 7 5 16 11 -9 9 -11 -12 -13 15 -15 21 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-923.8711902023274 7.3230868912796714 -728.35976441910498 -22045.028823255827 -10890.462550951088 28333.628310381355 -88064.04295076069 -5199.212946740905 14907.297330271927 104853.12650049604 -13007.938733054696 64806.382776988641 -9779.8589883773056 25816.50450892857 -123461.46163017806 -43800.058646046789 151834.0192467731 -28656.677967931751 201105.36608796299 -70719.841849347024 -25668.020696721313 -190103.67823235501 156334.06661458334 -119286.73178362165 64896.03662109375 -97416.254963846412 22734.480516387197 155885.12812500002 3558.5955276949203 -3800.9996681061903 32895.269752028616
leaf_weight=18974 4021329 21969 358 46 59 76 67 970 63 929 22 122 35 86 183 69 549 27 67 61 73 30 28 32 47 123 20 1891 3979 1520
leaf_count=18974 4021329 21969 358 46 59 76 67 970 63 929 22 122 35 86 183 69 549 27 67 61 73 30 28 32 47 123 20 1891 3979 1520
internal_value=0 -561.192 -2049.9 -9059.3 -18169.9 -28188.1 2990.04 -336.227 -13238.7 -5522.81 -62941 33579 64513.3 -84232.2 -3029.85 109424 -43583.9 -70541.3 7357.61 -105410 -138057 -14381.4 38074.1 -21055.9 -27755.3 -17055.8 60625.1 913.23 5630.03 16631.5
internal_weight=0 52475 26111 4142 2026 1375 651 2116 1146 992 154 293 171 132 522 104 853 304 94 210 149 443 90 60 353 306 79 26364 7390 3411
internal_count=4073804 52475 26111 4142 2026 1375 651 2116 1146 992 154 293 171 132 522 104 853 304 94 210 149 443 90 60 353 306 79 26364 7390 3411
is_linear=0
shrinkage=0.1


Tree=1933
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 4 6 6 4 4 0 4 3 7 4 6 3 3 0 3 6 6 6 5 3 0 4 6 3 3
split_gain=1.69764e+12 7.56945e+12 5.07046e+13 7.92473e+13 4.10192e+13 3.22697e+13 2.71158e+13 1.83698e+13 1.74015e+13 1.80385e+13 1.43747e+13 1.3172e+13 3.30019e+13 2.95628e+13 1.94526e+13 2.95407e+13 2.47528e+13 4.90072e+13 6.91691e+13 2.05283e+13 1.89497e+13 2.90658e+13 1.52669e+13 1.49772e+13 3.7294e+13 3.69764e+13 3.53454e+13 2.57842e+13 4.89288e+13 2.40043e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 8.5000000000000018 75.605000000000004 77.010000000000005 5.5000000000000009 9.5000000000000018 54.707511300000007 9.5000000000000018 8.5000000000000018 6.0000000000000009 13.500000000000002 114.05000000000001 2.5000000000000004 3.5000000000000004 54.707511300000007 8.5000000000000018 78.605000000000004 78.010000000000005 91.02500000000002 2.5000000000000004 6.5000000000000009 54.724612400000005 5.5000000000000009 85.020000000000024 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 6 -5 -4 8 -3 10 -10 12 20 -14 15 16 22 18 -18 -19 21 -9 -13 24 25 26 27 28 -22 -29
right_child=-2 7 3 5 -6 -7 -8 11 9 -11 -12 14 13 -15 -16 -17 17 19 -20 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1218.8433681332285 -4.5633281534342807 38405.93617424243 104227.33825520833 -88492.126964962124 167209.4659295551 23268.576379497114 -46093.973828125003 -12090.467835771276 -144822.53665364583 -20221.081603457478 -47806.924888392859 11533.172418676901 -164995.87146739132 -28007.013976562503 -11101.220797223423 -17879.572770579267 -7412.5029062500007 7496.1536215840088 207905.83663429055 53134.178516220469 42674.706916920732 -119983.39080882352 -52290.04694010417 -4722.5155436154737 95440.385294117659 -23837.386896084874 -14203.500860252809 81490.800976562503 218038.88125000001 -43019.398554687505
leaf_weight=15407 4053548 33 30 33 59 119 20 94 24 148 42 171 23 50 398 205 25 247 37 164 41 34 48 2356 51 220 89 32 26 30
leaf_count=15407 4053548 33 30 33 59 119 20 94 24 148 42 171 23 50 398 205 25 247 37 164 41 34 48 2356 51 220 89 32 26 30
internal_value=0 913.195 1959.26 45666.7 110737 -995.261 44098.8 -2659.13 -29186.1 -39609.1 -83085.3 -1149.76 -4741.47 -71167.9 7298.39 15462.3 25339.6 38208.8 121084 25706.9 -3110.42 -40749.5 -2455.48 -1416.99 14509 5085.53 34273.8 67719.4 110726 21243.9
internal_weight=0 20256 15668 261 109 152 50 4588 247 214 66 4341 3046 73 1295 897 692 473 62 411 2973 128 219 2845 489 438 218 129 67 62
internal_count=4073804 20256 15668 261 109 152 50 4588 247 214 66 4341 3046 73 1295 897 692 473 62 411 2973 128 219 2845 489 438 218 129 67 62
is_linear=0
shrinkage=0.1


Tree=1934
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 0 0 1 6 6 6 0 6 6 1 6 0 1 6 4 0 0 4 0 5 0 0 6 1 2
split_gain=1.66497e+12 5.41911e+12 1.61738e+13 1.59661e+13 1.3711e+13 1.34389e+13 6.25291e+13 2.80089e+13 1.70306e+13 1.40601e+13 1.05648e+13 1.26396e+13 1.0335e+13 2.24217e+13 9.83647e+12 1.28134e+13 1.5349e+13 1.65332e+13 1.97395e+13 1.39848e+13 1.16063e+13 1.02252e+13 9.55822e+12 9.55661e+12 1.78409e+13 2.33969e+13 2.75838e+13 1.65781e+13 4.20102e+13 1.3994e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 53.310923100000004 53.244414800000008 91.292296250000007 92.02500000000002 78.010000000000005 37.995000000000012 53.310923100000004 156.15000000000003 116.05000000000001 118.02765200000002 78.010000000000005 54.604289300000012 92.791023150000015 51.805000000000007 7.5000000000000009 56.041614100000011 55.988910100000005 15.500000000000002 56.020150250000007 3.5000000000000004 56.006509350000009 54.188398350000007 106.49500000000002 83.754481100000007 10180.500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 11 22 13 -9 15 16 -5 18 -18 -17 -21 -19 -3 24 27 26 -26 -4 -29 -25
right_child=1 10 3 14 5 7 9 12 -10 -11 -12 -13 -14 -15 -16 19 17 21 -20 20 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=-15.335249736496635 477.47373913409911 -6140.8487288971119 7535.3548765974083 -13262.62553858166 7786.3133638585896 -1176.5062148981222 66303.538703125014 31237.246628107987 -74296.770101351358 162372.11201923079 227.95395276622864 -1418.3540976739614 -17531.860172526041 138753.59825148812 62939.139434523815 3102.7142270440927 7615.8040409633095 -43841.697801598842 95506.702358294555 -72638.827377929687 4268.4376051682693 8829.8447491786283 -22463.428550070181 -17406.084247475483 34167.94401725012 135739.26546875 -68615.678879310348 -124599.24779411765 6076.6476381451903 12665.037911836458
leaf_weight=3852148 108749 1834 2571 484 159 229 25 254 37 39 87582 17513 36 21 21 73 56 43 47 80 26 258 446 376 262 20 29 34 89 263
leaf_count=3852148 108749 1834 2571 484 159 229 25 254 37 39 87582 17513 36 21 21 73 56 43 47 80 26 258 446 376 262 20 29 34 89 263
internal_value=0 266.511 745.79 6020.4 8678.59 20533.3 41381.7 12475.8 -11347.4 124845 -243.595 -2330.15 32851.9 39447.6 -4837.14 -6171.07 -1251.02 13139.1 47721.4 -30578.9 -53774.8 1305.34 -9333.77 6076.01 8437.53 31115.5 23924.9 5819.54 -30045.1 -5029.39
internal_weight=0 221656 114281 5532 4444 800 223 577 266 64 107375 19793 311 275 1088 1067 888 404 103 179 106 301 2280 3644 3005 311 291 2694 123 639
internal_count=4073804 221656 114281 5532 4444 800 223 577 266 64 107375 19793 311 275 1088 1067 888 404 103 179 106 301 2280 3644 3005 311 291 2694 123 639
is_linear=0
shrinkage=0.1


Tree=1935
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 6 0 7 4 6 1 4 1 0 5 1 4 6 4 1 1 6 6 1 3 4 6 1 3 6
split_gain=1.61364e+12 9.55661e+12 7.64904e+13 7.00722e+13 6.00476e+13 4.71544e+13 4.02461e+13 4.89656e+13 6.02113e+13 7.33445e+13 6.01584e+13 5.08541e+13 1.09493e+14 5.08325e+13 4.43629e+13 5.07021e+13 7.24865e+13 6.71077e+13 6.3192e+13 5.65139e+13 5.76439e+13 7.58132e+13 5.85184e+13 5.96588e+13 4.68974e+13 4.23381e+13 4.08651e+13 3.56522e+13 4.00137e+13 3.56379e+13
threshold=9.5000000000000018 47.207933300000008 46.323575350000006 39.939672500000007 2.5000000000000004 108.05000000000001 47.267650700000011 6.0000000000000009 20.500000000000004 128.05000000000004 39.652459050000012 21.500000000000004 39.689978950000004 47.222459950000008 1.5000000000000002 39.712886600000012 14.500000000000002 134.05000000000004 11.500000000000002 39.803839700000005 39.735861600000007 134.05000000000004 75.010000000000005 39.763755750000009 7.5000000000000009 22.500000000000004 116.05000000000001 39.703507450000011 13.500000000000002 72.50500000000001
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 5 -2 -4 7 10 9 -9 26 12 -10 -13 -12 16 17 -16 19 20 21 -17 -22 -24 -23 27 -3 -18 -29 -20
right_child=1 6 3 -5 -6 -7 -8 8 11 -11 14 13 -14 -15 15 18 25 -19 29 -21 22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-67.568667594336603 4305.413303657092 27.191663251114619 -10191.594379797643 30318.870731026786 -644.86703683625831 -97680.530074974813 69.931426918915889 -10503.238449881917 136237.42173455059 168439.30774456522 3360.5381809660089 13973.929505741393 10580.598829347162 -3527.6423827184867 3060.4643504348351 21777.850371798861 34415.941672223918 187507.051328125 9099.5185846912846 -7326.0495699205831 29392.275593974053 -16838.889673913043 57304.771315155842 156601.26153441012 -226216.30812499998 16139.294262705844 -103849.46792506169 87712.549471238672 16787.54153858791 -8531.6670117604135
leaf_weight=1892492 27126 11232 9671 434 253503 62 1847047 5577 89 23 8020 2405 314 5354 1438 876 946 20 2756 482 401 23 189 89 20 797 38 310 107 1963
leaf_count=1892492 27126 11232 9671 434 253503 62 1847047 5577 89 23 8020 2405 314 5354 1438 876 946 20 2756 482 401 23 189 89 20 797 38 310 107 1963
internal_value=0 58.6221 -475.068 -8995.84 -166.366 -10748.9 140.713 3148.32 -1782.79 -9768.3 5432.69 3696.12 38331.1 1897.19 8951.02 13255.1 22818.9 5590.6 8165.85 22687 31739.8 15414.3 53835.7 89093.9 -114224 34448 -323.058 45153.8 69513.6 1765.33
internal_weight=0 2.18131e+06 290796 10167 280629 9733 1.89052e+06 43469 13762 5600 29707 8162 403 7759 18437 10417 3618 1458 6799 2080 1598 919 679 278 43 2160 11270 1363 417 4719
internal_count=4073804 2181312 290796 10167 280629 9733 1890516 43469 13762 5600 29707 8162 403 7759 18437 10417 3618 1458 6799 2080 1598 919 679 278 43 2160 11270 1363 417 4719
is_linear=0
shrinkage=0.1


Tree=1936
num_leaves=31
num_cat=0
split_feature=6 3 0 0 4 5 1 6 1 6 7 6 1 0 0 2 0 7 0 0 4 6 4 3 6 6 0 4 6 4
split_gain=1.59718e+12 1.03488e+13 1.99238e+13 2.34876e+13 4.85918e+13 3.11921e+13 2.64199e+13 6.62473e+13 1.04731e+14 4.78338e+13 8.5811e+13 5.89544e+13 3.88051e+13 3.97893e+13 3.89495e+13 3.77716e+13 5.43277e+13 3.80389e+13 4.66665e+13 4.19085e+13 3.79262e+13 7.2262e+13 5.92612e+13 4.67874e+13 4.03229e+13 3.83175e+13 3.71785e+13 5.09135e+13 4.06029e+13 3.50059e+13
threshold=88.00500000000001 3.5000000000000004 55.82518790000001 56.105603650000006 11.500000000000002 2.5000000000000004 65.559704250000024 94.02500000000002 65.574968200000015 114.05000000000001 6.0000000000000009 122.65000000000002 49.692247900000005 56.760749800000006 56.782540950000005 2875.5000000000005 56.228352100000002 6.0000000000000009 60.034792100000011 59.950512650000007 8.5000000000000018 92.02500000000002 11.500000000000002 2.5000000000000004 138.05000000000004 130.05000000000004 58.603553700000006 5.5000000000000009 89.00500000000001 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 -2 4 -4 -6 12 -8 9 10 -9 -11 15 -14 -15 16 -5 19 -19 -18 -21 22 -22 -24 25 -23 27 -17 29 -28
right_child=1 -3 3 6 5 -7 7 8 -10 11 -12 -13 13 14 -16 26 17 18 -20 20 21 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=15.304386006996573 69.950621056966028 195.4754935171139 -20649.980469764811 -67439.852952398258 -69774.918366477286 7165.5278958525032 -15490.984658424444 21020.455128231348 5220.2265539347336 265515.16719599185 229581.57272727272 87264.205043029797 -51180.49686268589 41030.300051364655 -9962.5127844132476 38724.158499757505 4486.1991945626023 -14057.443728181926 36660.889605331424 -367.78025192617974 -31629.084781678088 -38606.777613177772 151260.87309194714 5281.259436677632 51479.336328125006 -155741.12219827587 8018.4710568985847 3697.3922633832572 -11987.925056584822 136884.9403125
leaf_weight=3844148 43918 158091 2081 129 55 1255 706 191 900 23 22 96 228 154 5480 743 7708 3291 192 1495 73 755 52 38 48 29 53 940 875 35
leaf_count=3844148 43918 158091 2081 129 55 1255 706 191 900 23 22 96 228 154 5480 743 7708 3291 192 1495 73 755 52 38 48 29 53 940 875 35
internal_value=0 -256.176 -1253.9 -3356.87 -11152.3 3935.2 -2267.06 8932.65 22928.7 70933.5 42562 121716 -3239.6 -10226 -8568.67 -750.867 -2847.96 -2238.92 -11261.6 842.667 -10436.2 -25564.1 35321 89625 -37492.3 -42939.6 10194.3 19160.8 -5476.1 59272.2
internal_weight=0 229656 71565 27647 3391 1310 24256 1938 1232 332 213 119 22318 5862 5634 16456 13810 13681 3483 10198 2490 995 163 90 832 784 2646 1683 963 88
internal_count=4073804 229656 71565 27647 3391 1310 24256 1938 1232 332 213 119 22318 5862 5634 16456 13810 13681 3483 10198 2490 995 163 90 832 784 2646 1683 963 88
is_linear=0
shrinkage=0.1


Tree=1937
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 6 1 2 3 6 0 1 6 0 0 4 1 6 1 6 6 6 0 0 0 6 0 1 1
split_gain=1.61975e+12 5.99232e+12 1.98397e+13 1.4613e+13 1.15359e+13 2.43206e+13 3.32517e+13 1.5639e+13 2.59976e+13 2.03262e+13 1.04766e+13 1.01642e+13 1.49457e+13 1.07178e+13 1.02278e+13 8.7784e+12 1.03555e+13 2.45949e+13 2.69677e+13 1.87525e+13 1.79503e+13 1.67025e+13 3.83709e+13 1.40658e+13 8.26361e+12 1.32204e+13 7.99128e+12 7.3687e+12 1.59317e+13 4.12942e+13
threshold=2.5000000000000004 2.5000000000000004 52.610000000000007 30.277905650000005 30.370944000000005 30.472130500000002 61.805000000000007 37.534144550000008 75.000000000000014 1.5000000000000002 55.015000000000008 56.685611200000004 33.882313700000005 62.625000000000007 60.753246850000004 44.249882500000005 1.5000000000000002 43.047633000000012 79.710000000000022 41.966773150000002 82.905000000000015 74.615000000000009 68.00500000000001 43.051287600000009 55.595177750000005 55.834019500000004 62.625000000000007 43.687280500000007 39.723160900000003 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 9 -9 -4 12 -7 -13 -15 16 19 18 21 -10 23 22 -18 -19 -14 -26 -27 28 29 -3
right_child=-2 27 3 4 5 7 -8 8 15 -11 -12 13 24 14 -16 -17 17 20 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=462.67492499014935 -10.610088497754063 11390.547799161586 -35406.859960467998 -54054.441129048675 -4255.123046875 -94395.321304321289 164568.50093750001 -112.40535714285714 -83475.192974853519 134603.70696614584 33126.142565684713 -15614.792085720846 -14125.908275356951 86797.68663595448 -71.142163825757578 -5479.0390491744702 19895.439322209015 38541.995768626148 151079.77968750001 1980.4755419921876 -66384.578214319743 -57480.075468750001 162098.8041193182 -13543.592978792665 -93179.929301883021 -39402.752763671881 32271.861015625003 1758.4492185330746 -3547.7462052573751 -144529.7586880388
leaf_weight=70371 3961637 41 26 48 28 32 20 21 32 24 157 151 290 23 33 7192 138 82 20 130 41 20 22 141 39 70 20 32087 839 29
leaf_count=70371 3961637 41 26 48 28 32 20 21 32 24 157 151 290 23 33 7192 138 82 20 130 41 20 22 141 39 70 20 32087 839 29
internal_value=0 374.739 -97.1206 -4573.64 -5167.49 -4893.64 66088.1 -5293.49 -4054.19 71736.2 23389.2 -20103 -28523.1 -1757.65 35607.1 -4490.44 6867.45 14467.2 40918.7 -14899.7 -5571.86 28678.6 39448.4 5608.96 -23492.3 -44548.6 -23475.1 1506.92 -7371.74 -53205
internal_weight=0 112167 79171 8800 8617 8569 48 8521 7863 45 183 658 451 207 56 7818 626 464 200 162 264 180 160 223 419 129 90 32996 909 70
internal_count=4073804 112167 79171 8800 8617 8569 48 8521 7863 45 183 658 451 207 56 7818 626 464 200 162 264 180 160 223 419 129 90 32996 909 70
is_linear=0
shrinkage=0.1


Tree=1938
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 6 0 4 4 7 3 2 0 6 0 6 4 0 5 4 0 6 6 3 4 5 3 6 4 0
split_gain=1.60011e+12 1.09718e+13 4.99564e+13 9.11333e+13 5.75863e+13 4.49763e+13 5.82473e+13 3.8771e+13 7.05362e+13 1.07498e+14 3.83592e+13 3.5465e+13 3.48538e+13 3.4281e+13 3.06692e+13 2.73273e+13 2.62702e+13 4.15229e+13 4.08352e+13 2.42275e+13 4.51192e+13 5.48782e+13 3.64495e+13 2.64576e+13 2.55124e+13 2.29769e+13 2.15303e+13 3.30337e+13 3.47456e+13 4.43894e+13
threshold=30.084656550000002 30.157841000000001 59.825842200000004 3338.0000000000005 58.603553700000006 46.805000000000007 60.028671700000011 6.5000000000000009 7.5000000000000009 6.0000000000000009 3.5000000000000004 3338.0000000000005 59.838047850000002 97.020000000000024 59.764576050000009 64.015000000000015 3.5000000000000004 59.848366150000011 3.5000000000000004 9.5000000000000018 59.848366150000011 52.990000000000002 76.00500000000001 2.5000000000000004 22.500000000000004 3.5000000000000004 12.500000000000002 104.01000000000001 19.500000000000004 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 12 9 10 -9 15 -7 -2 -6 -8 17 -14 -18 20 22 -22 -10 -24 26 -26 27 28 -21 -30
right_child=1 -3 5 4 14 6 11 8 19 -11 -12 -13 16 -15 -16 -17 18 -19 -20 24 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-548.63418906647121 -19247.669400868857 -3.333565701998277 -879.70232788116755 -101252.3497602983 12510.23179007828 -15115.879228475358 -25548.913534482759 -65699.89461805555 -3791.6418545879897 -170438.12031250002 93953.55075827206 11096.977179328764 -97523.252500000002 -86876.381169871805 106054.48777669271 -97228.021549479163 38052.922355144459 62803.406848958337 151490.4534564394 19772.996288710121 -109622.33482142858 61457.68356919643 21685.198837425596 -109312.92217554554 -11314.8958314387 71517.209288194455 33341.833623691542 70349.395950649749 -41566.794358903273 9662.5635025305564
leaf_weight=52475 1919 4005167 5943 44 1326 144 145 27 948 54 34 147 35 78 36 84 827 30 33 1836 21 175 21 58 480 36 747 101 236 597
leaf_count=52475 1919 4005167 5943 44 1326 144 145 27 948 54 34 147 35 78 36 84 827 30 33 1836 21 175 21 58 480 36 747 101 236 597
internal_value=0 7.15922 2607.42 -8157.86 11345.3 5478.66 11022.6 13256.3 9794.78 -67679.4 23287.3 -27235.3 30648.3 -21889.2 14982.8 -51841.7 37772.7 -23526.3 42405.8 11489.9 -839.093 43127.7 -9230.03 -74490.6 15228.6 -5535.91 18275.1 14212 12087.7 -4851.4
internal_weight=0 4.02133e+06 16162 3403 1406 12759 6816 6440 5371 115 61 376 1069 1997 1362 229 925 65 860 5256 1223 196 1027 79 4033 516 3517 2770 2669 833
internal_count=4073804 4021329 16162 3403 1406 12759 6816 6440 5371 115 61 376 1069 1997 1362 229 925 65 860 5256 1223 196 1027 79 4033 516 3517 2770 2669 833
is_linear=0
shrinkage=0.1


Tree=1939
num_leaves=31
num_cat=0
split_feature=6 3 0 5 0 0 0 1 5 0 2 4 4 2 1 1 4 5 3 1 0 0 2 0 0 0 0 4 5 1
split_gain=1.61499e+12 4.67972e+12 1.35438e+13 1.75651e+13 7.86914e+12 1.67594e+13 1.15994e+13 1.3657e+13 8.92614e+12 8.74661e+12 7.07883e+12 7.01961e+12 6.6451e+12 2.28686e+13 2.22655e+13 5.18398e+13 1.84934e+13 2.98118e+13 3.462e+13 2.09777e+13 1.9722e+13 1.95662e+13 1.65865e+13 1.6492e+13 1.99543e+13 1.52656e+13 3.1368e+13 3.11437e+13 2.51111e+13 1.93857e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 3.5000000000000004 55.783232450000007 56.262014700000009 55.046782850000007 49.095306150000006 3.5000000000000004 54.762682300000009 13505.500000000002 8.5000000000000018 8.5000000000000018 9651.0000000000018 82.906746050000024 83.007653300000015 9.5000000000000018 3.5000000000000004 7.5000000000000009 30.330566300000005 42.965693300000005 43.051287600000009 8574.5000000000018 55.93962770000001 54.707511300000007 56.818587550000011 56.148747500000006 17.500000000000004 1.5000000000000002 82.965501500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -4 12 -12 13 22 -15 -16 17 23 -19 -18 -21 -22 -3 24 -14 26 28 -27 -23 -30
right_child=1 10 4 -5 5 8 7 -9 -10 -11 11 -13 16 14 15 -17 19 18 -20 20 21 25 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.7634145125592728 -13802.930198194161 11339.126228060788 8298.2693570963547 -113329.76284375001 -75459.988619087831 14795.803702148438 4671.3670862268518 107242.86143749999 -50000.741087962961 -58497.348721590912 12406.598125 86672.38876098633 3223.3860551883013 -107339.7033674569 82113.618437500001 -60228.660508362686 74343.537428544209 -160483.15110887098 -2319.6023749999999 97514.827232142852 -95915.176190476195 -36987.011102380893 80401.821820746525 27002.515424981175 -74616.120974677906 -77584.072000325526 105681.91264322918 59278.518571671193 5776.0901805294488 93519.841826923075
leaf_weight=4070611 61 1022 180 25 37 100 27 25 27 22 35 20 78 29 40 71 41 31 25 21 21 142 36 83 57 60 30 23 798 26
leaf_count=4070611 61 1022 180 25 37 100 27 25 27 22 35 20 78 29 40 71 41 31 25 21 21 142 36 83 57 60 30 23 798 26
internal_value=0 2248.1 -6594.72 -42735.1 840.876 -16234.5 11865.9 53984.6 1020.16 1023.5 3905.51 39412.3 3164.1 8663.2 -29318.2 -8934.15 -1423.59 -24793.6 -89874.4 4087.07 1517.48 -315.199 13689.1 -8075.62 -29642.2 1545.41 4979.05 -39658.3 1851.64 8544.7
internal_weight=0 3193 504 86 418 164 254 52 127 202 2689 55 2634 1198 140 111 1436 274 56 1162 1121 1100 1058 218 135 1079 996 83 966 824
internal_count=4073804 3193 504 86 418 164 254 52 127 202 2689 55 2634 1198 140 111 1436 274 56 1162 1121 1100 1058 218 135 1079 996 83 966 824
is_linear=0
shrinkage=0.1


Tree=1940
num_leaves=31
num_cat=0
split_feature=1 4 6 6 6 6 6 0 4 6 3 6 3 6 3 6 3 4 3 7 6 3 6 6 0 4 3 5 6 3
split_gain=1.54163e+12 6.59941e+12 9.50361e+12 3.71683e+13 2.61705e+13 1.99224e+13 1.74919e+13 1.71958e+13 2.09488e+13 2.51618e+13 3.52993e+13 2.15995e+13 1.87869e+13 1.84715e+13 2.90531e+13 1.84586e+13 1.69511e+13 4.98739e+13 1.54043e+13 1.30658e+13 5.14617e+13 1.20705e+13 1.17631e+13 2.32827e+13 5.33259e+13 1.60928e+13 1.57543e+13 1.13688e+13 9.28863e+12 3.11643e+13
threshold=20.507515800000004 9.5000000000000018 63.705000000000005 68.515000000000015 54.410000000000004 70.00500000000001 50.410000000000004 54.724612400000005 13.500000000000002 116.05000000000001 6.5000000000000009 79.710000000000022 10.500000000000002 105.00500000000001 3.5000000000000004 103.03500000000001 6.5000000000000009 12.500000000000002 13.500000000000002 6.0000000000000009 73.995000000000019 11.500000000000002 85.020000000000024 90.045000000000016 54.707511300000007 12.500000000000002 8.5000000000000018 1.5000000000000002 156.15000000000003 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 4 -4 6 16 -3 8 9 12 -11 -10 13 15 -15 22 17 -5 28 20 -9 -22 25 24 -24 -7 -25 -6 -13 -30
right_child=-2 2 3 5 27 7 -8 19 11 10 -12 18 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-622.81379799370836 -4.3485985362641051 4244.6480769914479 -18362.629111613736 152284.18737730369 65448.829973958331 10483.451036066872 -33817.849587286088 -86451.255273437506 30122.032306480411 -73665.617760609777 24619.324117024742 -21652.731010180447 107001.98203125001 172254.02670454548 21994.567137096776 -53765.426979166667 -7687.0727652616279 -2219.0426974826391 -95632.891145833346 1136.1402490083517 -6182.5880669487851 56361.41015625 14536.690470805923 -24264.821710759945 192885.92000000001 86039.168825604836 82775.667910156248 20015.020627972623 -32404.508774038462 114362.43614130435
leaf_weight=12027 4053548 2891 889 39 60 311 126 87 128 59 96 226 32 22 31 30 43 45 24 1942 216 36 38 44 30 31 20 671 39 23
leaf_count=12027 4053548 2891 889 39 60 311 126 87 128 59 96 226 32 22 31 30 43 45 24 1942 216 36 38 44 30 31 20 671 39 23
internal_value=0 870.223 3052.35 -55.6615 6768.21 4475.21 2655.03 3049.43 12827.3 23056.6 -12792.4 -4469.38 32490.5 28209.8 84366.4 22304.4 43375.5 69514.6 -18660.7 -2026 -20140.7 2752.27 27119 52476 93220.2 17332.1 9185.33 23744.2 -12246.4 22041.3
internal_weight=0 20256 8229 4481 3748 3592 3017 3465 1184 744 155 440 589 557 53 504 127 84 312 2281 339 252 474 132 68 342 64 731 288 62
internal_count=4073804 20256 8229 4481 3748 3592 3017 3465 1184 744 155 440 589 557 53 504 127 84 312 2281 339 252 474 132 68 342 64 731 288 62
is_linear=0
shrinkage=0.1


Tree=1941
num_leaves=31
num_cat=0
split_feature=1 3 6 5 6 6 1 0 0 7 0 6 4 4 6 0 7 6 0 4 4 4 4 6 6 6 6 6 6 6
split_gain=1.66601e+12 1.42026e+13 2.00644e+13 3.78156e+13 2.29321e+13 2.5942e+13 1.93288e+13 3.79401e+13 1.02767e+14 7.55602e+13 1.99019e+14 9.21626e+13 1.26956e+14 1.16168e+14 7.45672e+13 5.21851e+13 7.20639e+13 6.81812e+13 7.20957e+13 6.73171e+13 5.65986e+13 1.26266e+14 8.60181e+13 8.18776e+13 7.99808e+13 6.32417e+13 6.02686e+13 5.33478e+13 8.12566e+13 1.09348e+14
threshold=30.226173900000003 16.500000000000004 106.49500000000002 3.5000000000000004 51.405000000000008 52.330000000000005 30.205407000000005 60.028671700000011 60.002985000000002 6.0000000000000009 60.034792100000011 114.05000000000001 12.500000000000002 11.500000000000002 86.920000000000016 59.963561900000009 6.0000000000000009 76.00500000000001 59.848366150000011 16.500000000000004 16.500000000000004 12.500000000000002 13.500000000000002 84.00500000000001 99.050000000000011 87.395000000000024 71.030000000000015 53.005000000000003 55.015000000000008 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 6 3 4 -3 -6 -1 8 15 10 11 12 13 -9 -10 16 17 18 -8 27 21 -17 -23 26 -25 -24 -22 -20 29 -29
right_child=-2 2 -4 -5 5 -7 7 9 14 -11 -12 -13 -14 -15 -16 20 -18 -19 19 -21 23 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-44.46041374022051 10.2536572452887 -804.92940092689594 -29153.855267624629 99361.556468023264 68686.630639949857 10924.765076124055 8731.7226225394188 89404.372027277539 -19877.014669737473 -6490.0365388508399 3623.5769204807571 -2000.9339640299481 53918.855553787333 286212.80696721311 -78547.241388420647 -10367.206640564669 -47740.487809712977 26525.03260113388 -12243.61061019764 23608.85141062551 -6087.0690577967453 90138.626773327982 41113.481659287252 -147111.37822779606 22303.070390181107 -53830.441796875006 75298.517746629906 -35313.499589843756 -28812.273588050462 -185345.27289421696
leaf_weight=81363 3971697 2737 168 43 81 1940 1399 59 2142 3811 1997 96 163 61 241 607 415 622 1142 308 843 321 346 76 44 88 102 110 695 87
leaf_count=81363 3971697 2737 168 43 81 1940 1399 59 2142 3811 1997 96 163 61 241 607 415 622 1142 308 843 321 346 76 44 88 102 110 695 87
internal_value=0 -398.841 4815.71 6004.4 5160.69 13239.8 -665.586 -3869.18 -7808.67 2235.86 16231.8 82666.3 111387 189449 -25810.5 -1854.69 -7920.21 -4132.59 -9229.9 -19959.3 10086.4 23590.2 50891 -7183.17 -84992.7 21862.2 2697.41 -26556.7 -44881.2 -101571
internal_weight=0 102107 4969 4801 4758 2021 97138 15775 9588 6187 2376 379 283 120 2383 7205 4778 4363 3741 2342 2427 1362 755 1065 120 434 945 2034 892 197
internal_count=4073804 102107 4969 4801 4758 2021 97138 15775 9588 6187 2376 379 283 120 2383 7205 4778 4363 3741 2342 2427 1362 755 1065 120 434 945 2034 892 197
is_linear=0
shrinkage=0.1


Tree=1942
num_leaves=31
num_cat=0
split_feature=1 6 0 4 6 6 4 4 3 3 3 6 0 0 4 7 6 6 6 6 6 3 3 2 0 0 0 4 2 2
split_gain=1.52455e+12 5.90855e+12 5.59773e+12 5.58543e+12 1.94346e+13 1.17018e+13 1.18706e+13 1.18609e+13 1.25691e+13 1.16804e+13 1.39324e+13 1.17176e+13 1.15873e+13 2.82165e+13 1.06082e+13 5.74863e+13 2.66908e+13 2.46872e+13 1.20805e+13 2.42541e+13 7.62105e+12 1.10361e+13 2.80947e+13 1.21844e+13 7.45273e+12 2.16124e+13 2.25426e+13 1.50697e+13 1.40126e+13 3.17517e+13
threshold=113.48479755000001 37.995000000000012 63.565651350000003 9.5000000000000018 142.05000000000004 110.01500000000001 15.500000000000002 15.500000000000002 8.5000000000000018 4.5000000000000009 3.5000000000000004 56.010000000000012 61.78914120000001 56.838524800000009 14.500000000000002 6.0000000000000009 74.615000000000009 75.605000000000004 45.305000000000007 51.805000000000007 74.615000000000009 11.500000000000002 7.5000000000000009 7912.5000000000009 52.02416370000001 52.07762420000001 52.960348700000004 3.5000000000000004 9907.0000000000018 7912.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -7 10 11 -8 13 14 -5 16 18 -18 -16 -20 -11 22 -22 -23 28 -26 27 -27 29 -3
right_child=1 2 -4 4 -6 7 9 -9 -10 20 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-4.9221587116073362 -2449.1431919230031 -5491.8018161840746 -35451.864082150343 -3806.4584178973428 82775.628566261585 14036.039199378843 -26204.815452957155 -84523.861437988293 -57560.984832317074 8237.3647896444727 -49905.800812386777 32227.55208278347 13063.72518014619 -114756.68125000001 41002.214002403845 82741.121752929699 -152200.22565789474 -37444.718377850506 -88296.393836805553 15528.476879340276 -13738.182784598213 62427.273466435181 100870.71530362217 -18258.27006275615 8150.4880041639444 7240.2509699417387 774.45232853557854 -53921.643908210812 -5002.214191133844 22300.872841933458
leaf_weight=4047600 4706 967 41 2342 27 61 64 32 41 628 69 74 330 24 26 40 38 37 45 45 35 27 55 61 5698 59 6672 127 3118 715
leaf_count=4047600 4706 967 41 2342 27 61 64 32 41 628 69 74 330 24 26 40 38 37 45 45 35 27 55 61 5698 59 6672 127 3118 715
internal_value=0 760.301 1462.86 1533.4 -1785.73 -2346.15 -1357.78 -31407.2 -14743.2 7972.49 -13216.3 5128.48 -4586.87 -6829.73 -5823.02 -26268 -49097.2 -95587.5 -19038.8 -36384 13414.3 31678.8 56300.6 6497.52 2317.67 3598.9 -182.812 -34520.8 -1033.82 6322.56
internal_weight=0 26204 21498 21457 4101 4074 3940 134 102 1013 207 138 2927 2597 2573 231 191 75 116 90 806 178 90 88 17356 12556 6858 186 4800 1682
internal_count=4073804 26204 21498 21457 4101 4074 3940 134 102 1013 207 138 2927 2597 2573 231 191 75 116 90 806 178 90 88 17356 12556 6858 186 4800 1682
is_linear=0
shrinkage=0.1


Tree=1943
num_leaves=31
num_cat=0
split_feature=6 1 1 3 1 5 1 4 0 0 1 0 5 3 0 6 4 2 0 3 3 0 3 2 0 0 3 4 0 3
split_gain=1.52317e+12 9.47945e+12 1.61882e+13 1.51514e+13 1.19146e+13 1.16647e+13 3.68559e+13 4.81178e+13 2.88909e+13 3.66071e+13 5.72548e+13 9.86419e+13 4.19335e+13 3.59505e+13 3.58808e+13 2.86629e+13 5.21402e+13 4.93013e+13 8.01259e+13 3.76497e+13 3.74492e+13 3.28833e+13 2.71214e+13 2.59078e+13 2.51753e+13 5.95902e+13 4.36046e+13 6.48433e+13 5.0659e+13 3.74791e+13
threshold=142.05000000000004 39.004719500000007 39.023883200000007 23.500000000000004 37.858952300000006 4.5000000000000009 39.038055050000004 11.500000000000002 56.760749800000006 56.858606850000008 39.908802000000009 57.634352600000007 5.5000000000000009 2.5000000000000004 55.046782850000007 168.45000000000002 13.500000000000002 2970.5000000000005 55.806294650000005 15.500000000000002 9.5000000000000018 55.737027400000009 1.5000000000000002 2561.0000000000005 48.179569850000007 51.707269950000004 7.5000000000000009 14.500000000000002 55.034466500000008 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 -2 -5 -4 7 -7 14 -10 11 13 23 -11 24 17 20 18 21 -18 22 -16 -17 -12 29 -26 28 -28 -27 -8
right_child=1 2 5 4 -6 6 8 -9 9 10 12 -13 -14 -15 15 16 19 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.3270962392879895 3060.1896475078552 -29947.285228553188 -3632.1729304095193 -98870.794500000004 -13425.69876994681 185491.04087500001 4621.6166253596011 -19838.936607142859 53687.785427124581 108094.34375 96740.696784855783 276053.53250000003 -113951.31625000002 -59319.466810344828 -7541.0188281250003 73661.20907118055 168993.8315504808 -67805.125488177364 -62690.413298688625 22526.044502314817 -124983.3699584961 150873.49161184212 -16412.337128572381 -6557.3341089066762 154521.20991379311 3520.6570722332276 89382.992277848098 -1963.6133205581764 -140506.32809570312 -42895.89816101332
leaf_weight=4053505 5858 208 10206 25 47 25 554 21 221 23 26 20 35 29 20 36 26 235 70 54 30 38 468 367 29 1055 152 159 25 237
leaf_count=4053505 5858 208 10206 25 47 25 554 21 221 23 26 20 35 29 20 36 26 235 70 54 30 38 468 367 29 1055 152 159 25 237
internal_value=0 -864.078 -2252.33 2499.8 -43094.1 -1845.54 2764.92 91753.4 1717.73 19795.3 4814.79 87319.1 -9064.44 14728.9 -2370.7 -18330.2 -5160.3 -40606.5 9328.46 70128.1 -16439.5 96247.8 -9978.51 276.632 4681.5 12645.6 9687.73 42681.7 186.699 -9615.62
internal_weight=0 20299 14369 5930 72 14161 3955 46 3909 721 500 72 428 52 3188 977 614 363 128 80 534 58 504 393 2211 1420 1391 311 1080 791
internal_count=4073804 20299 14369 5930 72 14161 3955 46 3909 721 500 72 428 52 3188 977 614 363 128 80 534 58 504 393 2211 1420 1391 311 1080 791
is_linear=0
shrinkage=0.1


Tree=1944
num_leaves=31
num_cat=0
split_feature=3 1 6 4 7 6 6 1 3 0 0 3 1 7 3 0 6 6 0 0 4 6 0 7 0 0 7 0 0 1
split_gain=1.57725e+12 1.00772e+13 1.40322e+13 3.29395e+13 1.19464e+13 7.68227e+12 7.23203e+12 1.22742e+13 9.00818e+12 6.0109e+12 4.47718e+12 4.17512e+12 5.29561e+12 5.05711e+12 1.84777e+12 1.09635e+13 1.27154e+13 1.10581e+13 3.77105e+13 4.70513e+13 4.05574e+13 3.22978e+13 2.34552e+13 2.4632e+13 1.79656e+13 2.88612e+13 1.88802e+13 1.73816e+13 1.63135e+13 1.91006e+13
threshold=33.500000000000007 37.740454950000007 73.41500000000002 35.500000000000007 6.0000000000000009 120.05000000000001 52.330000000000005 37.503969450000007 35.500000000000007 55.806294650000005 55.834019500000004 37.500000000000007 37.768783500000005 6.0000000000000009 24.500000000000004 45.036141150000006 62.010000000000012 84.810000000000016 55.034466500000008 55.02095400000001 26.500000000000004 92.02500000000002 56.818587550000011 6.0000000000000009 51.307150200000002 45.063245050000006 6.0000000000000009 56.782540950000005 60.01610465000001 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 9 7 10 -8 -3 -5 12 13 -11 -1 16 -16 -17 19 21 22 -19 23 27 25 -23 -26 -20 -24 -30
right_child=1 5 4 6 -6 -7 8 -9 -10 11 -12 -13 -14 -15 15 17 -18 18 20 -21 -22 24 28 -25 26 -27 -28 -29 29 -31
leaf_value=3.7434880079871462 142424.97246875 -68220.138904389882 -60535.176611328126 -2669.3794677734377 37986.32247314453 32137.140857263515 8116.1598329741382 53200.399624999998 91918.726664402173 -83903.283750000002 -63751.184208170569 25339.636418269234 -3798.8706126143293 -15147.941890285329 26869.453096064815 -1786.5192329815054 -52251.012242759149 115179.05823462701 -50380.062349334214 105106.10131635275 10758.94042841249 -2976.0233000578705 30314.882718270284 -9769.8022772894965 -67364.44885979731 153333.78526785714 8964.6819279813226 -144513.09446022726 -95198.083258928571 6263.5456392045453
leaf_weight=4056328 25 21 32 24 20 37 29 25 23 20 24 26 82 23 27 14892 82 31 181 73 1034 27 114 180 37 21 261 22 28 55
leaf_count=4056328 25 21 32 24 20 37 29 25 23 20 24 26 82 23 27 14892 82 31 181 73 1034 27 114 180 37 21 261 22 28 55
internal_value=0 6194.52 22122 37640.3 -22642.3 -9199.49 16683.3 -3617.58 45182.7 -18091.7 -33210.3 -11120.2 -18703.8 -47127.2 -0.625017 -1039.01 -32652.4 -835.79 6023.84 31622.8 -1113.42 17393.9 -22279 -36701.4 8632.82 65409.5 -512.425 -60581.7 5760.64 -27964.5
internal_weight=0 411 202 150 52 209 125 73 52 172 48 151 125 43 4.07339e+06 17065 109 16956 2064 450 1614 377 580 383 346 48 298 203 197 83
internal_count=4073804 411 202 150 52 209 125 73 52 172 48 151 125 43 4073393 17065 109 16956 2064 450 1614 377 580 383 346 48 298 203 197 83
is_linear=0
shrinkage=0.1


Tree=1945
num_leaves=31
num_cat=0
split_feature=6 1 6 5 0 0 1 0 6 3 3 3 0 2 2 0 0 3 0 7 2 5 1 6 1 5 1 0 1 5
split_gain=1.52215e+12 6.99231e+12 6.09432e+12 1.38596e+13 1.16505e+13 8.3152e+12 7.65041e+12 2.26731e+13 1.70451e+13 2.29314e+13 7.04019e+12 7.43876e+12 6.67358e+12 1.36077e+13 1.21691e+13 9.00771e+12 6.44787e+12 9.79466e+12 8.99309e+12 6.11558e+12 1.5969e+13 2.29769e+13 1.99835e+13 1.92742e+13 1.89707e+13 1.78293e+13 1.40079e+13 1.28843e+13 1.23964e+13 1.71498e+13
threshold=27.215000000000003 30.323041000000003 26.495000000000001 2.5000000000000004 55.183288250000011 55.866549750000011 30.362494150000003 59.905532300000012 21.020000000000003 2.5000000000000004 5.5000000000000009 2.5000000000000004 55.60524465000001 9651.0000000000018 75.000000000000014 55.728148450000006 55.034466500000008 6.5000000000000009 55.039488700000007 6.0000000000000009 5209.5000000000009 4.5000000000000009 49.030112300000006 19.050000000000004 48.411058050000008 4.5000000000000009 49.230435000000007 55.858844800000007 82.825258850000026 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 16 12 7 -3 9 -9 11 -10 13 -6 15 -14 -4 -18 -19 20 21 22 24 -23 -8 28 -24 -26 29 -22
right_child=-2 2 3 -5 5 -7 19 8 10 -11 -12 -13 14 -15 -16 -17 17 18 -20 -21 25 23 26 -25 27 -27 -28 -29 -30 -31
leaf_value=-6285.6019751693648 -8.9349712942427821 -28856.124830729168 1296.9744239171062 -76430.905814985788 -3666.3840932892244 3410.5573327424663 -128.92887232296147 22075.195100097655 6414.9906850961543 171692.86352190291 -21173.474869210382 86435.779901413698 57282.965717022242 25101.093098134232 9366.7900157120021 22070.898393838339 1952.9378827114765 -37048.92089729532 -6352.6939894499601 1838.7325541171804 6515.4313807385424 -25022.281002709176 -11478.234999020948 -133970.61548295454 -3073.82162882487 94624.712983630947 -2932.2274105233378 28584.853859806797 -418.23428669869941 -17928.641608337402
leaf_weight=1528 3988583 60 4450 22 537 2979 28714 20 26 21 28 21 104 237 637 241 435 171 216 17000 6634 62 2354 22 192 21 10355 389 7445 300
leaf_count=1528 3988583 60 4450 22 537 2979 28714 20 26 21 28 21 104 237 637 241 435 171 216 17000 6634 62 2354 22 192 21 10355 389 7445 300
internal_value=0 418.182 540.574 2853.26 3027.56 6627.95 225.713 21049.8 46863.3 98708.6 18521.1 42169 12086.1 5142.26 17559.2 32685.6 -206.086 -8343.09 -19916.1 175.84 -324.605 -1308.08 -1203.59 -53556.4 233.052 2549.87 -4515.15 18122.8 2415.4 5457.86
internal_weight=0 85221 83693 10029 10007 4735 73664 176 116 41 75 47 1756 774 982 345 5272 822 387 73488 56488 42088 42004 84 29295 14400 12709 581 14379 6934
internal_count=4073804 85221 83693 10029 10007 4735 73664 176 116 41 75 47 1756 774 982 345 5272 822 387 73488 56488 42088 42004 84 29295 14400 12709 581 14379 6934
is_linear=0
shrinkage=0.1


Tree=1946
num_leaves=31
num_cat=0
split_feature=6 3 4 6 0 4 1 1 2 4 7 1 0 1 4 1 1 4 4 0 0 3 0 6 0 0 4 1 1 0
split_gain=1.59211e+12 8.68419e+12 1.00631e+13 1.42568e+13 1.54728e+13 1.53185e+13 2.64313e+13 2.37483e+13 2.39024e+13 1.89368e+13 1.60091e+13 2.12461e+13 2.017e+13 1.88449e+13 1.92537e+13 1.49781e+13 1.77313e+13 1.35137e+13 1.34913e+13 1.3477e+13 3.55194e+13 1.60193e+13 1.77639e+13 1.4816e+13 3.02114e+13 1.34067e+13 1.69866e+13 1.45609e+13 1.33883e+13 1.72658e+13
threshold=31.410000000000004 1.5000000000000002 22.500000000000004 29.715000000000003 45.097384400000003 5.5000000000000009 37.618684050000006 37.702956500000006 1250.5000000000002 7.5000000000000009 6.0000000000000009 37.425454150000007 55.539595350000006 37.600779750000008 11.500000000000002 39.939672500000007 39.723160900000003 10.500000000000002 19.500000000000004 55.812023600000011 55.759969450000007 5.5000000000000009 55.702806750000008 30.425000000000001 55.850146250000009 60.002985000000002 15.500000000000002 30.330566300000005 30.425503950000003 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -6 9 19 18 -7 13 25 -13 -11 -15 16 -5 -18 -9 20 21 22 -8 -21 -25 26 28 -27 -12 -30
right_child=-2 2 -4 4 5 6 7 8 -10 10 11 12 -14 14 -16 -17 17 -19 -20 23 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-1390.9989793550676 17.313476789988197 1050.8639384364667 -2498.6039569706027 3011.1116087913629 -146.55100647808197 -19927.584803260434 34336.789780970983 4017.7549296404432 -4797.4747511124096 6291.9240447582961 7334.4734912683825 8886.2274440696037 -66920.475777222935 84996.10036501025 -8049.1030133928571 -3525.4984490863035 19831.539395321117 -10641.350681849888 40987.096875000003 -11542.716326457699 62834.133195754723 -47746.844167265503 -36408.567437744139 -146736.95617532168 -36581.469977003529 6157.3891811708863 17143.990891989142 -33413.602871353018 -671.00197632844788 -42041.163954374286
leaf_weight=52406 3783601 104373 14750 8345 73741 349 70 2371 22552 4448 425 55 97 61 35 2897 1088 168 103 82 53 159 72 34 93 158 577 226 242 173
leaf_count=52406 3783601 104373 14750 8345 73741 349 70 2371 22552 4448 425 55 97 61 35 2897 1088 168 103 82 53 159 72 34 93 158 577 226 242 173
internal_value=0 -225.729 31.0744 198.361 -551.41 -943.164 -2754.26 -4230.8 -3773.87 2764.73 3983.7 -3588.03 -39490.4 7238.01 51073.4 2776.71 4678.33 15755.5 5556.9 -24541.8 -12653.6 -25945.5 -1534.1 -44677.7 -66071.9 -557.955 3933.47 -17131.8 -5140.9 -17916.9
internal_weight=0 290203 237797 223047 118674 106176 32435 25589 25026 6846 6497 1953 152 4544 96 12498 9601 1256 2474 563 354 301 142 209 127 1801 1417 384 840 415
internal_count=4073804 290203 237797 223047 118674 106176 32435 25589 25026 6846 6497 1953 152 4544 96 12498 9601 1256 2474 563 354 301 142 209 127 1801 1417 384 840 415
is_linear=0
shrinkage=0.1


Tree=1947
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 6 3 4 1 6 4 1 4 1 4 6 3 4 6 6 1 0 4 7 4 2 1 3 0 6
split_gain=1.51401e+12 1.03373e+13 1.28444e+13 1.2799e+13 2.40062e+13 1.68405e+13 1.79774e+13 2.96118e+13 1.50891e+13 1.54123e+13 1.43604e+13 1.707e+13 2.41812e+13 1.28089e+13 1.6552e+13 2.08092e+13 1.27535e+13 1.20289e+13 1.19359e+13 2.24368e+13 1.50385e+13 2.2713e+13 1.55466e+13 2.45183e+13 1.42535e+13 3.09976e+13 2.72157e+13 3.31716e+13 3.65952e+13 4.28672e+13
threshold=41.505000000000003 40.015000000000008 36.500000000000007 43.687280500000007 43.550475500000012 40.905000000000008 9.5000000000000018 14.500000000000002 40.024897700000004 41.005000000000003 12.500000000000002 39.723160900000003 5.5000000000000009 39.939672500000007 11.500000000000002 40.905000000000008 13.500000000000002 34.500000000000007 39.305000000000007 39.025000000000013 30.303340300000002 59.982409200000006 14.500000000000002 6.0000000000000009 11.500000000000002 2691.5000000000005 30.345769800000003 6.5000000000000009 59.933037250000005 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 17 3 4 13 10 8 -8 9 -7 11 -6 -13 14 15 -3 -4 18 19 -1 21 -21 23 -23 25 26 27 -20 -29 -30
right_child=-2 2 16 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 24 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=52.496860946419957 -41.852876582366285 58687.376589439664 110308.16570312501 774.96036233296331 147413.0529575893 -2087.5660622621194 161421.19857954548 2346.9719648437504 93792.547767857148 54462.40223238762 -3268.6243815104172 -27681.900257457386 116067.63337304688 5329.4983001452538 -107094.38096127717 -40701.266855215101 17703.348146214979 -12968.937423224423 10636.393863115349 11982.020142878606 5264.7189957231385 -22286.973533740944 -35669.305020560852 56166.544430106034 -2113.5121753353269 -851.05763266076269 3549.6037904171471 6680.7255854634413 -10621.556363932294 114817.59694475446
leaf_weight=1029697 2768799 29 20 145637 28 312 22 25 21 57 24 22 25 476 23 77 58 716 777 325 11572 138 313 56 55974 50424 7906 103 36 112
leaf_count=1029697 2768799 29 20 145637 28 312 22 25 21 57 24 22 25 476 23 77 58 716 777 325 11572 138 313 56 55974 50424 7906 103 36 112
internal_value=0 88.7983 879.173 857.614 11407.6 26818 18381.3 76807.2 11340.2 6647.79 64058.7 85603.4 48780.6 -2245.28 -30195.6 -13510 41448.2 -11.4231 -3.40748 103.424 4331.08 -8654.58 -21883.2 359.403 -968.703 110.84 5539.84 20846.1 52451.4 84305.4
internal_weight=0 1.305e+06 146856 146778 1141 536 437 47 390 369 99 75 47 605 129 106 78 1.15815e+06 1.15743e+06 1.0421e+06 12404 832 507 194 115332 59358 8934 1028 251 148
internal_count=4073804 1305005 146856 146778 1141 536 437 47 390 369 99 75 47 605 129 106 78 1158149 1157433 1042101 12404 832 507 194 115332 59358 8934 1028 251 148
is_linear=0
shrinkage=0.1


Tree=1948
num_leaves=31
num_cat=0
split_feature=0 4 3 1 6 4 3 6 6 6 6 0 5 3 0 3 0 6 1 0 7 1 1 1 1 1 1 4 6 4
split_gain=1.52203e+12 7.1444e+12 7.0757e+12 3.02281e+13 1.63197e+13 9.335e+12 3.2571e+13 1.87352e+13 3.19343e+13 6.09003e+13 3.96342e+13 3.40559e+13 2.95671e+13 2.8571e+13 1.78228e+13 1.57807e+13 2.28112e+13 1.30503e+13 8.26888e+12 1.27924e+13 7.1436e+12 7.05896e+12 6.95208e+12 7.90945e+13 6.35169e+13 7.48933e+13 4.13644e+13 4.8848e+13 5.76939e+13 3.92926e+13
threshold=44.990874950000006 29.500000000000004 21.500000000000004 39.735861600000007 37.505000000000003 24.500000000000004 4.5000000000000009 118.04500000000002 74.615000000000009 77.565000000000012 69.015000000000015 43.6005307 2.5000000000000004 14.500000000000002 44.601833250000006 20.500000000000004 43.6005307 91.02500000000002 39.718675700000013 44.046956350000009 6.0000000000000009 37.768783500000005 37.957884500000006 38.011626600000007 37.924401400000008 37.804148700000006 37.780517050000007 18.500000000000004 77.565000000000012 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 5 18 -5 15 14 8 10 -10 11 13 17 -8 -7 22 -17 -11 19 -4 -21 -18 24 -24 25 26 -1 -28 -29 -26
right_child=-2 -3 3 4 -6 6 7 -9 9 12 -12 -13 -14 -15 -16 16 21 -19 -20 20 -22 -23 23 -25 29 -27 27 28 -30 -31
leaf_value=-338.18865623942008 14.767801445617678 -43049.949399038465 75035.079755434781 32243.789229910719 144619.60094401042 89740.420272163727 -29494.401940524196 51674.456467013893 -225403.56277343753 83631.419105113644 107705.69094328705 -2820.5035892081664 -71949.733075597425 -143562.23053768382 -11451.633942522321 111326.17405493952 41258.409039572012 -26579.325055803576 -47095.18361607143 -34058.197146045917 23715.279833984376 -35505.481746093748 -22887.488030598961 -367.71276448043704 30266.848355926948 -63606.787369076235 4752.054168098799 16734.790449340631 81517.905691755033 126578.30395599942
leaf_weight=54223 3849121 39 23 28 24 46 62 36 20 22 27 358 85 34 28 31 23 21 35 49 38 25 1575 159684 211 182 6885 641 175 53
leaf_count=54223 3849121 39 23 28 24 46 62 36 20 22 27 358 85 34 28 31 23 21 35 49 38 25 1575 159684 211 182 6885 641 175 53
internal_value=0 -252.992 -245.562 18698 84109.5 -262.189 -11482.9 -18486.1 -22501.6 -63122.1 -10003 -17003.3 -37765.6 -69893.4 51451.5 -225.123 44461 29807.6 -4759.97 8710.33 -8823.8 1277.22 -240.909 -587.661 655.627 447.565 635.827 7493.9 30628.2 49602.1
internal_weight=0 224683 224644 197 52 224447 739 665 629 148 481 454 128 96 74 223708 79 43 145 110 87 48 223629 161259 62370 62106 61924 7701 816 264
internal_count=4073804 224683 224644 197 52 224447 739 665 629 148 481 454 128 96 74 223708 79 43 145 110 87 48 223629 161259 62370 62106 61924 7701 816 264
is_linear=0
shrinkage=0.1


Tree=1949
num_leaves=31
num_cat=0
split_feature=2 1 0 5 7 2 6 4 6 6 0 0 4 5 4 4 5 6 5 6 5 6 4 6 5 4 4 6 6 6
split_gain=1.55451e+12 7.5036e+12 1.01099e+13 1.31578e+13 8.81333e+12 1.5775e+13 1.6265e+13 1.23579e+13 1.02114e+13 8.64911e+12 8.61623e+12 9.67506e+12 7.84655e+12 7.70229e+12 7.5117e+12 7.38989e+12 7.32363e+12 7.07894e+12 6.97496e+12 6.91547e+12 1.15799e+13 7.92176e+12 1.63828e+13 1.39986e+13 4.13313e+13 6.65733e+12 1.26615e+13 1.04831e+13 2.67118e+13 1.98044e+13
threshold=11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 6.0000000000000009 13916.000000000002 125.02000000000002 10.500000000000002 65.00500000000001 130.05000000000004 44.249882500000005 44.046956350000009 12.500000000000002 1.5000000000000002 5.5000000000000009 11.500000000000002 4.5000000000000009 82.00500000000001 4.5000000000000009 105.00500000000001 3.5000000000000004 85.020000000000024 5.5000000000000009 86.030000000000015 2.5000000000000004 7.5000000000000009 5.5000000000000009 128.05000000000004 92.02500000000002 138.05000000000004
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 10 4 -4 8 6 14 25 -3 15 11 12 16 -10 -6 18 -2 -12 -5 21 -21 22 -15 24 -23 26 -7 28 -27 -29
right_child=1 2 3 9 5 7 -8 -9 13 -11 17 -13 -14 19 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-3.7064749878856675 -7389.9791418331188 598.15336945249771 1652.5033889265164 13388.781501621288 20335.110867936644 10486.618107267244 -71350.174868376358 70811.820488911282 -42132.400336538463 -29201.26311782526 2190.3815886511206 -37358.294471875 54376.906562500008 5056.9671107329859 -17916.726560242052 -42890.982077955166 -64648.731351902177 60182.279523259953 66604.864125000007 27874.471060267861 -10566.282077334974 -141726.75340909092 -18081.567445426888 -14079.070362692039 23457.356598772323 9960.3197749211249 -9881.0187785440648 -103493.48484375 70010.943602990592 14590.810668447068
leaf_weight=4059190 776 3610 3563 1662 73 881 46 31 65 49 487 125 20 658 173 23 23 22 25 140 178 33 572 358 28 364 467 20 93 49
leaf_count=4059190 776 3610 3563 1662 73 881 46 31 65 49 487 125 20 658 173 23 23 22 25 140 178 33 572 358 28 364 467 20 93 49
internal_value=0 1029.51 1782.41 5146.15 -501.269 4872.03 -16771.4 8189.55 -2593.64 12222.8 -5790.14 -11444.7 -7489.63 -8264.09 -6565.57 13409.8 -9038.23 4696.91 14177.4 -7144.91 6357.32 -9748.73 -5703.39 -21624.1 -65904.5 7153.64 3430.47 16695.2 22180.7 -19636.5
internal_weight=0 14614 13161 5322 7839 2197 292 1905 5642 1759 1453 944 819 2032 246 1710 799 509 1687 1967 318 1649 1230 419 61 1874 1348 526 457 69
internal_count=4073804 14614 13161 5322 7839 2197 292 1905 5642 1759 1453 944 819 2032 246 1710 799 509 1687 1967 318 1649 1230 419 61 1874 1348 526 457 69
is_linear=0
shrinkage=0.1


Tree=1950
num_leaves=31
num_cat=0
split_feature=1 3 0 0 0 2 4 0 7 4 6 7 6 4 5 6 0 4 6 4 4 0 4 2 6 2 4 4 6 4
split_gain=1.5133e+12 1.03263e+13 1.0269e+13 9.24426e+12 1.35216e+14 5.23112e+13 5.36281e+13 7.59766e+13 1.74397e+14 7.00177e+13 5.27208e+13 4.68879e+13 4.34728e+13 3.7531e+13 3.69926e+13 4.81081e+13 3.019e+13 5.63056e+13 5.90846e+13 5.43873e+13 4.77962e+13 3.10459e+13 6.83644e+13 3.7868e+13 3.58075e+13 3.48936e+13 2.89694e+13 2.8954e+13 2.78834e+13 2.70941e+13
threshold=30.084656550000002 23.500000000000004 54.604289300000012 59.963561900000009 60.002985000000002 3338.0000000000005 7.5000000000000009 60.064438250000002 6.0000000000000009 10.500000000000002 84.810000000000016 6.0000000000000009 47.005000000000003 3.5000000000000004 2.5000000000000004 61.805000000000007 59.939085000000013 14.500000000000002 90.045000000000016 19.500000000000004 22.500000000000004 59.882709350000006 7.5000000000000009 3338.0000000000005 44.205000000000005 3338.0000000000005 22.500000000000004 13.500000000000002 38.605000000000011 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 16 12 6 10 8 -8 -10 13 -9 -5 -6 15 -14 21 27 19 29 -21 -4 23 -23 -24 -26 -20 -18 -15 -19
right_child=-2 -3 3 4 5 -7 7 11 9 -11 -12 -13 14 28 -16 -17 17 18 26 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-41489.31806400526 6.9623233491932517 -39767.116721082093 14.627910653856203 -22457.633130595288 -10185.707572520863 -9622.4376215432549 -101863.984375 27742.068443332886 198161.29993750001 10072.522784231085 -8476.199254688936 -21471.617252137232 -84472.521851942278 1136.3904210344147 -43034.707489496686 -225799.13427419355 8239.0525442023027 -9438.7024812185791 -30319.08902549342 179599.86145089287 25244.903644448139 -5542.7564373426776 -10278.421938567908 80721.030564597808 -82689.635732651965 54812.285976562503 -137882.28529411764 83431.765712704029 46797.133441211161 20816.62464029948
leaf_weight=61 4021329 67 43444 257 176 2594 210 530 25 95 425 305 108 158 139 31 76 547 95 35 47 883 147 54 239 20 34 157 871 645
leaf_count=61 4021329 67 43444 257 176 2594 210 530 25 95 425 305 108 158 139 31 76 547 95 35 47 883 147 54 239 20 34 157 871 645
internal_value=0 -533.545 -483.388 -435.604 -4155.66 604.587 10096.1 -6288.46 -46910.7 49257.7 21806.6 9765.81 -52105.1 32487.3 -79513.1 -115991 39.1094 13382 5821.77 12351.9 91128.1 -448.285 -15422.8 -571.311 -49698.3 -72071.7 -58669.1 58905.4 39786.1 6932.68
internal_weight=0 52475 52408 52347 5924 5389 2795 1165 330 120 1630 835 535 1205 278 139 46423 1636 1403 1274 82 44787 1343 937 406 259 129 233 1029 1192
internal_count=4073804 52475 52408 52347 5924 5389 2795 1165 330 120 1630 835 535 1205 278 139 46423 1636 1403 1274 82 44787 1343 937 406 259 129 233 1029 1192
is_linear=0
shrinkage=0.1


Tree=1951
num_leaves=31
num_cat=0
split_feature=4 5 2 0 6 6 6 1 1 1 0 0 6 0 1 6 0 6 1 0 0 0 6 0 0 1 0 1 6 5
split_gain=1.44739e+12 5.54818e+12 1.21673e+13 1.05638e+13 1.02948e+13 8.46549e+12 1.00583e+13 7.72981e+12 7.55951e+12 1.06069e+13 1.13643e+13 7.114e+12 8.46025e+12 7.16823e+12 7.73524e+12 1.88379e+13 6.85378e+12 6.8462e+12 6.70446e+12 6.17047e+12 1.14003e+13 9.58499e+12 9.05619e+12 5.95251e+12 1.20516e+13 1.38036e+13 1.19492e+13 1.3796e+13 1.31658e+13 1.93352e+13
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 31.410000000000004 75.605000000000004 44.410000000000004 113.48479755000001 38.958307950000012 39.843340650000009 44.249882500000005 57.100506200000005 50.010000000000012 56.228352100000002 39.939672500000007 59.815000000000005 47.267650700000011 27.215000000000003 37.563506350000004 56.838524800000009 56.115175650000005 54.188398350000007 247.90000000000001 45.036141150000006 45.00849250000001 38.782330450000011 45.109778000000006 38.782330450000011 75.010000000000005 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=1 2 3 18 8 6 7 -6 -4 10 -10 13 -13 14 15 -8 -12 -11 -1 20 21 22 -7 24 -3 -26 27 -25 -29 -30
right_child=-2 23 4 -5 5 19 11 -9 9 17 16 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=-17362.208120265153 -10.029693749325984 359.93217752538948 5646.9707418866665 88304.289670138896 -2074.8111536185129 67450.787488162881 -15315.198285133083 -22360.435262278614 19905.439538871953 5582.6341674296527 -9754.6501389608147 -26660.301539013053 11513.396788547463 -40469.627544172101 -3906.3509437040443 -84311.842013888891 3145.8331177651885 -479.05952372541026 49166.755580357145 -23726.799446614586 84718.259505208349 -45572.529743303574 -13281.555908203125 -22841.731622488842 -47610.683172533893 -6136.5481541869567 831.37647348126177 6050.3170647912948 42713.790860813351 79.706389740158841
leaf_weight=33 3961637 8716 2671 27 11360 33 328 191 164 2755 2105 79 219 109 425 45 512 5756 28 24 30 21 24 140 83 2421 71383 2046 258 181
leaf_count=33 3961637 8716 2671 27 11360 33 328 191 164 2755 2105 79 219 109 425 45 512 5756 28 24 30 21 24 140 83 2421 71383 2046 258 181
internal_value=0 354.24 -896.72 36226.5 -1018.39 -3056.49 -3317.2 -2410.24 862.807 -268.835 -5630.49 -12011.2 1393.52 -16415.4 -13129.8 -23639.2 -7230.75 1483.1 13175.7 22137.9 32330 12180.7 33458.2 749.645 -1396.71 -7511.29 1075.04 7701.22 9421.95 25135.7
internal_weight=0 112167 26939 88 26851 12888 12756 11551 13963 11292 2781 1205 298 907 798 373 2617 8511 61 132 108 78 57 85228 11220 2504 74008 2625 2485 439
internal_count=4073804 112167 26939 88 26851 12888 12756 11551 13963 11292 2781 1205 298 907 798 373 2617 8511 61 132 108 78 57 85228 11220 2504 74008 2625 2485 439
is_linear=0
shrinkage=0.1


Tree=1952
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 6 4 6 3 3 4 1 4 0 1 6 5 1 3 3 6 6 6 3 7 1 1 4 4 6
split_gain=1.48449e+12 1.48906e+13 3.78335e+13 4.92711e+13 2.55731e+13 2.64858e+13 2.51979e+13 2.91826e+13 3.6552e+13 4.10721e+13 3.17026e+13 8.23641e+13 6.91356e+13 6.89056e+13 6.4717e+13 6.00506e+13 3.87007e+13 3.66327e+13 3.41949e+13 4.73394e+13 3.39627e+13 2.47298e+13 2.85944e+13 5.77562e+13 2.34935e+13 2.33997e+13 7.25525e+13 6.71166e+13 7.19993e+13 7.37061e+13
threshold=47.234875100000004 47.222459950000008 39.703507450000011 41.005000000000003 149.05000000000004 88.825000000000003 7.5000000000000009 78.605000000000004 17.500000000000004 14.500000000000002 10.500000000000002 39.735861600000007 12.500000000000002 47.22829500000001 39.718675700000013 189.00000000000003 2.5000000000000004 39.712886600000012 10.500000000000002 13.500000000000002 82.905000000000015 92.02500000000002 105.00500000000001 15.500000000000002 6.0000000000000009 39.718675700000013 39.723160900000003 20.500000000000004 5.5000000000000009 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -5 -8 9 10 15 12 -12 14 17 -9 -16 -14 20 -20 -15 -11 -23 -24 -13 -1 27 28 -27 -30
right_child=-2 2 3 6 -6 -7 7 8 -10 21 11 24 13 18 16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=398.29459423126627 -27.022103544010747 -653.79470677403367 -3362.144088546795 1448.3406211306474 99721.646875000006 -22620.114010529258 8791.6749907388494 49162.947712422196 -27303.290711895977 28957.142616251072 -45436.225643382357 -37302.346739423199 94542.299525224415 72822.78321757415 210135.25761718751 -127601.957109375 95044.89408772788 -21724.912248992921 94062.325673057159 -58222.208606896042 -19123.690448518078 170945.5537109375 -39208.335641163794 158700.66691406252 40019.319845920138 -1744.9529460099848 -400.27986979764671 7408.1576699508605 -21075.042272027036 44460.383262711868
leaf_weight=474393 3393752 14186 4324 3071 25 571 6352 492 135 73 102 310 47 49 42 20 96 64 95 26 223 40 29 30 45 4074 163132 2190 5639 177
leaf_count=474393 3393752 14186 4324 3071 25 571 6352 492 135 73 102 310 47 49 42 20 96 64 95 26 223 40 29 30 45 4074 163132 2190 5639 177
internal_value=0 134.852 2296.26 5720.53 -1332.55 -1503.75 9183.5 12055.9 22866.2 26664.8 21705.6 12130.7 31040.9 43191.5 84349.7 42258.1 130072 27505.3 17114.2 61340 -2559.8 73114.4 105675 61423.4 -27501 33.5465 -954.023 -8431.93 -11939.5 -19080.6
internal_weight=0 680052 30447 15665 14782 14757 11341 8270 1918 1783 1611 1099 744 642 249 512 138 111 393 121 272 172 99 59 355 649605 175212 12080 9890 5816
internal_count=4073804 680052 30447 15665 14782 14757 11341 8270 1918 1783 1611 1099 744 642 249 512 138 111 393 121 272 172 99 59 355 649605 175212 12080 9890 5816
is_linear=0
shrinkage=0.1


Tree=1953
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 5 6 4 6 5 1 1 1 4 6 6 6 6 1 6 3 1 6 3 3 7 4 4 6 4
split_gain=1.51838e+12 2.14211e+13 3.12366e+13 2.79989e+13 3.04787e+13 2.48883e+13 2.035e+13 1.87728e+13 2.52938e+13 1.69641e+13 2.43693e+13 4.06937e+13 5.50759e+13 5.12205e+13 6.74027e+13 4.5684e+13 4.33238e+13 3.87823e+13 3.21066e+13 3.07215e+13 3.0709e+13 4.28058e+13 2.90124e+13 3.99586e+13 4.43564e+13 3.24191e+13 2.79126e+13 2.71899e+13 2.62146e+13 2.56982e+13
threshold=44.046956350000009 39.178027400000005 39.366401150000009 69.605000000000004 120.05000000000001 1.5000000000000002 59.815000000000005 9.5000000000000018 26.495000000000001 3.5000000000000004 43.862029600000007 39.749243900000003 39.803839700000005 6.5000000000000009 103.03500000000001 122.65000000000002 70.50500000000001 71.715000000000018 44.628646350000004 108.05000000000001 7.5000000000000009 43.047633000000012 149.05000000000004 2.5000000000000004 4.5000000000000009 6.0000000000000009 5.5000000000000009 4.5000000000000009 108.05000000000001 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 6 3 5 -5 7 -1 8 -3 -4 11 13 15 17 16 26 -15 -11 -12 -16 21 29 25 -24 -25 27 -13 -23 -27 -14
right_child=-2 2 9 4 -6 -7 -8 -9 -10 10 18 12 20 14 19 -17 -18 -19 -20 -21 -22 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=-17363.451464364694 -10.27094215991724 -35474.962524723102 -65.677272099979731 -23004.796204052385 92268.057874999999 34754.291886704734 -107705.86927083333 -19920.685162320526 25661.163672392249 -150658.05603125002 -40685.044222026976 -43718.710500919122 -3586.5647692917864 -42154.74309612772 -123690.92072975852 132572.13411458334 110058.28540625 -22116.744063568116 2296.9025241188115 1381.3960097015881 -15823.755156792535 94416.275719572383 -17354.6840625 186697.78128472224 48502.628765614827 61608.13880208334 77528.529396802332 29319.728419331674 -61480.870384363974 90125.983568548399
leaf_weight=102 3961675 79 105287 278 25 627 33 185 472 25 187 34 522 23 22 78 100 384 2460 183 252 76 30 45 48 24 43 412 62 31
leaf_count=102 3961675 79 105287 278 25 627 33 185 472 25 187 34 522 23 22 78 100 384 2460 183 252 76 30 45 48 24 43 412 62 31
internal_value=0 362.887 410.875 14001.5 -13493.8 20113.8 -39447.2 7641.6 16895.7 205.65 5872.63 13183.7 21878.7 -6365.56 23072.8 78631.7 81595.7 -29973.8 -739.601 -12041 16022.1 22442.2 38925.4 82999.1 115371 29481.1 23990.8 39457.7 -27130.4 1666.76
internal_weight=0 112129 111994 1666 303 1363 135 736 551 110328 5041 2394 1657 737 328 155 123 409 2647 205 1502 1250 697 123 93 574 77 488 86 553
internal_count=4073804 112129 111994 1666 303 1363 135 736 551 110328 5041 2394 1657 737 328 155 123 409 2647 205 1502 1250 697 123 93 574 77 488 86 553
is_linear=0
shrinkage=0.1


Tree=1954
num_leaves=31
num_cat=0
split_feature=6 5 4 1 3 4 6 0 1 5 2 0 1 0 0 4 5 0 0 7 1 1 0 1 0 0 0 0 6 6
split_gain=1.55092e+12 9.68311e+12 1.96096e+13 2.15552e+13 3.18922e+13 4.26275e+13 5.03555e+13 3.85735e+13 1.11666e+13 1.67021e+13 3.18934e+13 3.40723e+13 3.26011e+13 3.85537e+13 4.10514e+13 2.7462e+13 2.7127e+13 2.15876e+13 3.32081e+13 3.05182e+13 6.41622e+13 3.43058e+13 4.202e+13 3.86178e+13 3.00211e+13 5.28591e+13 4.30796e+13 4.79671e+13 5.80543e+13 4.33445e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 30.509101000000005 3.5000000000000004 15.500000000000002 247.90000000000001 59.91832440000001 39.004719500000007 4.5000000000000009 2764.0000000000005 58.08467765000001 39.018051150000005 45.040161900000008 45.029425500000009 8.5000000000000018 3.5000000000000004 56.760749800000006 55.046782850000007 6.0000000000000009 60.571186450000006 39.908802000000009 56.838524800000009 39.873894000000007 57.978821400000008 58.010305850000002 57.205086850000008 57.14107305000001 247.90000000000001 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -3 10 15 12 13 14 -12 -10 -13 18 -11 21 -21 23 -23 -19 26 -26 27 29 -29 -24
right_child=1 8 -4 -5 5 -7 -8 -9 9 17 11 16 -14 -15 -16 -17 -18 19 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=4.3663384118473827 -56736.279282014271 2266.1127420446251 92298.349098557694 7979.5343838928566 -214242.0092592593 44291.867203125003 -37496.243251953121 126408.95013586956 -52261.414689002406 5304.1311767998341 -91297.555078125006 238.89467329545457 -2541.5808289596039 -121979.16850000001 95660.125813802093 -9115.5067150127161 -102089.44644872272 -9629.2606250000008 -16660.471696949589 5882.4261607142862 226983.01145833335 47890.341799242422 -60752.237988281253 154093.95696231618 167851.4510579427 -7334.3887295081968 -110072.40932812501 104017.01865234376 -54719.164756944454 53103.213392857149
leaf_weight=4053505 23 5401 26 1663 27 25 40 23 260 2324 23 44 8243 50 24 341 63 25 978 35 21 165 164 34 24 61 50 64 36 42
leaf_count=4053505 23 5401 26 1663 27 25 40 23 260 2324 23 44 8243 50 24 341 63 25 978 35 21 165 164 34 24 61 50 64 36 42
internal_value=0 -871.913 6072.86 4828.07 -33149.4 -67142.3 -108722 34836.3 -1558.8 -3139.27 -5522.84 -3939.19 -3219.81 -60855.2 4170.2 -27781 -60010.5 2221.56 -1201.44 17898 88795.1 11927.7 4840.74 84719.7 -11266.2 42129.8 -24015.3 -9953.7 46872 -37539
internal_weight=0 20299 1827 1801 138 92 67 46 18472 13071 9048 8447 8340 97 47 601 107 4023 3302 721 56 665 606 59 441 85 356 306 100 206
internal_count=4073804 20299 1827 1801 138 92 67 46 18472 13071 9048 8447 8340 97 47 601 107 4023 3302 721 56 665 606 59 441 85 356 306 100 206
is_linear=0
shrinkage=0.1


Tree=1955
num_leaves=31
num_cat=0
split_feature=4 3 1 0 1 0 6 1 0 0 0 0 6 6 2 6 1 6 1 1 6 6 0 1 0 1 1 3 7 1
split_gain=1.52123e+12 1.34272e+13 3.89294e+13 3.2491e+13 4.08001e+13 3.94839e+13 2.77127e+13 2.63431e+13 3.33771e+13 4.64578e+13 4.32407e+13 3.04468e+13 2.38803e+13 2.16671e+13 6.04279e+13 6.75615e+13 2.32298e+13 2.15321e+13 3.14047e+13 2.19141e+13 2.83785e+13 1.9485e+13 3.54691e+13 3.04818e+13 4.82792e+13 4.87067e+13 3.00464e+13 2.36585e+13 2.57234e+13 1.8794e+13
threshold=18.500000000000004 16.500000000000004 37.543519500000009 55.806294650000005 37.563506350000004 55.539595350000006 71.030000000000015 37.488790500000007 55.633951400000008 55.753967500000009 55.685785750000008 55.840017500000009 45.605000000000011 87.015000000000015 2865.5000000000005 112.00500000000001 37.740454950000007 112.00500000000001 47.17130860000001 60.620042600000012 116.05000000000001 116.05000000000001 56.342669500000007 30.260128500000004 60.01610465000001 30.205407000000005 30.330566300000005 17.500000000000004 6.0000000000000009 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -9 10 -10 -11 -13 -5 15 16 -15 18 -16 -19 -21 23 -23 24 25 -8 -24 29 -29 -25
right_child=-2 2 3 13 -6 -7 21 8 9 11 -12 12 -14 14 17 -17 -18 19 -20 20 -22 22 26 27 -26 -27 -28 28 -30 -31
leaf_value=41.137671143069376 -152.93497666308281 -3255.0304643289101 7200.9198289440528 4752.2196939472151 -3009.6393683289825 130256.1409201389 4807.7515625000005 3387.8004738547588 -28877.313014573319 62215.341056577621 -197156.05591216218 2219.0590266927084 -79226.744982638891 103333.54819335938 -32297.833593750001 -122266.85888888891 -2561.2413491924162 141178.57672776442 69465.254604108151 141792.63999999998 -10993.378629032259 -43357.055537683831 7383.2076234879032 -69068.384027300825 -68315.96722057712 202126.76072443184 156419.13997395834 -95628.313557196117 -6454.3655506963323 -20698.617199760494
leaf_weight=3487436 560858 3392 62 4551 15522 45 29 176 26 31 37 60 90 27 46 45 89 52 89 20 31 51 31 91 31 22 24 109 46 685
leaf_count=3487436 560858 3392 62 4551 15522 45 29 176 26 31 37 60 90 27 46 45 89 52 89 20 31 51 31 91 31 22 24 109 46 685
internal_value=0 24.4168 -2261.47 -349.249 -2585.43 58953.1 -10241.9 -6180.22 -29804.6 -53746.6 -127708 -28003.2 -46648.4 6711.2 29055.4 -18260.6 22086.7 61063.2 34790.4 95498.5 48922.7 -24078.7 16714.4 -28347.2 30102.7 89925.8 72417.1 -33495.3 -69163.8 -26370.8
internal_weight=0 3.51295e+06 25510 20579 15629 107 4931 3812 420 244 63 181 150 4950 399 161 116 238 135 103 51 1119 106 1013 82 51 55 931 155 776
internal_count=4073804 3512946 25510 20579 15629 107 4931 3812 420 244 63 181 150 4950 399 161 116 238 135 103 51 1119 106 1013 82 51 55 931 155 776
is_linear=0
shrinkage=0.1


Tree=1956
num_leaves=31
num_cat=0
split_feature=2 6 6 4 6 1 1 1 5 6 0 0 1 1 1 1 2 0 4 6 1 4 4 4 0 0 0 0 0 1
split_gain=1.49458e+12 1.18451e+13 3.00044e+13 5.47586e+13 4.94046e+13 3.30571e+13 3.92987e+13 3.49146e+13 4.49189e+13 3.27158e+13 5.26423e+13 4.76213e+13 4.61196e+13 4.26735e+13 3.08087e+13 3.0654e+13 6.14738e+13 6.13822e+13 3.72462e+13 3.59186e+13 6.40314e+13 5.35427e+13 3.34047e+13 7.22389e+13 3.37034e+13 3.171e+13 3.01173e+13 2.9914e+13 2.92413e+13 2.85591e+13
threshold=451.00000000000006 58.305000000000007 56.205000000000005 15.500000000000002 56.805000000000007 37.503969450000007 37.957884500000006 37.131181300000009 1.5000000000000002 58.045000000000009 55.753967500000009 55.710673100000008 37.318079750000003 37.517483500000004 37.682335600000009 37.71815560000001 75.000000000000014 55.753967500000009 31.500000000000004 57.410000000000004 37.563506350000004 17.500000000000004 23.500000000000004 24.500000000000004 55.660117850000006 55.883833400000007 55.728148450000006 55.812023600000011 55.622114900000007 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 12 11 -11 -6 26 -15 19 17 -17 -19 21 29 -14 24 -24 -22 -26 -13 -25 -10 -21
right_child=-2 -3 3 4 9 6 -8 8 28 10 -12 13 15 14 -16 16 -18 18 -20 20 22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=42.526287868962179 -27.048265002245291 724.58176903417336 1486.8141322470292 -75463.62930908204 25329.864336063496 -27566.682019645345 15727.524850225036 -132079.55049999998 -22323.645131999219 -20328.552686252955 7235.8905283419408 -110053.13786621095 -22681.487735572959 -200473.6163373162 -79796.559845842639 13498.566897899254 -5494.82971841987 101209.98729548925 -18215.343920898438 -7741.1515698759831 -19944.029694010416 11565.856992211635 110784.20650050952 -50532.217251747534 -71115.842954422507 -600.82253035481779 7873.8689474988341 36114.454828559028 13770.777769859924 38361.813637526939
leaf_weight=423856 3396489 227031 12196 64 591 2371 230 25 314 899 587 32 644 34 56 772 1942 142 32 1832 345 1568 46 152 426 75 67 54 787 145
leaf_count=423856 3396489 227031 12196 64 591 2371 230 25 314 899 587 32 644 34 56 772 1942 142 32 1832 345 1568 46 152 426 75 67 54 787 145
internal_value=0 135.637 -161.306 -3430.39 -7644.15 -17422 -23738.3 -3616.54 467.13 -4093.92 -16899.6 -29921.2 -1647.03 -75549.5 -125386 -3597.29 4687.97 25591.8 79246.7 -8123.07 -15113.8 1595.11 -34477 -2518.42 -43996.6 -60559.7 -30244 -27819 3476.82 -4359.8
internal_weight=0 677315 450284 26428 14232 3791 2601 1190 1126 10441 1675 1088 8766 189 90 8175 2888 946 174 5287 3075 2212 1098 252 846 501 99 206 1101 1977
internal_count=4073804 677315 450284 26428 14232 3791 2601 1190 1126 10441 1675 1088 8766 189 90 8175 2888 946 174 5287 3075 2212 1098 252 846 501 99 206 1101 1977
is_linear=0
shrinkage=0.1


Tree=1957
num_leaves=31
num_cat=0
split_feature=6 0 6 3 2 1 5 3 0 1 4 1 4 5 3 0 6 1 6 0 7 4 4 6 3 3 6 6 4 4
split_gain=1.53339e+12 1.00376e+13 1.82231e+13 2.73769e+13 2.3892e+13 3.1268e+13 6.08147e+13 5.5088e+13 5.49799e+13 3.96062e+13 3.10994e+13 3.18063e+13 2.59836e+13 2.69934e+13 3.98476e+13 2.7097e+13 5.0663e+13 6.74471e+13 2.60415e+13 2.59673e+13 5.39219e+13 4.20569e+13 2.55589e+13 2.4571e+13 3.17063e+13 3.80602e+13 2.66957e+13 2.39489e+13 2.31779e+13 3.55448e+13
threshold=88.00500000000001 59.933037250000005 102.04000000000001 21.500000000000004 3338.0000000000005 30.389265100000003 3.5000000000000004 3.5000000000000004 60.753246850000004 30.362494150000003 13.500000000000002 30.410676000000006 8.5000000000000018 2.5000000000000004 9.5000000000000018 59.963561900000009 93.050000000000011 30.410676000000006 96.050000000000011 60.002985000000002 6.0000000000000009 4.5000000000000009 14.500000000000002 98.020000000000024 4.5000000000000009 5.5000000000000009 91.02500000000002 90.045000000000016 14.500000000000002 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 4 5 9 7 10 -8 -3 11 -7 -9 14 -14 22 -17 -18 -19 20 21 -11 -15 26 -25 -26 -6 -13 -12 -30
right_child=1 2 -4 -5 23 6 8 12 -10 19 28 27 13 15 -16 16 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=14.995617892563295 -450.52291497418355 8836.9271814739095 -1294.2037101962921 -28632.421396771599 5126.7474961155149 -111059.79699321545 -55152.020930989587 131214.32708351829 57446.475803662906 -98030.377373976939 83643.72162911552 -84770.02846875001 43907.850677274815 66869.997686688308 -90146.192438151047 143415.06676253435 -67339.319594594592 174230.98494698663 50308.833884447675 -2390.3991560663499 -99181.21177485041 13588.284084018444 -22865.534470847804 -8056.9499650402186 143478.29269425676 22394.482503044743 -24842.930454261772 30649.006903839112 -81026.997894287109 58868.722609747027
leaf_weight=3844148 210486 6133 9128 238 516 38 150 44 61 42 56 25 85 77 30 91 37 28 43 896 94 172 54 169 37 87 701 64 32 42
leaf_count=3844148 210486 6133 9128 238 516 38 150 44 61 42 56 25 85 77 30 91 37 28 43 896 94 172 54 169 37 87 701 64 32 42
internal_value=0 -251.008 1939.67 4879.2 5692.72 7799.07 24799.9 38206.6 -22599.8 5581.57 722.507 -34472.3 57906.8 50658.4 8937.23 65197.6 88447.1 42131.4 99179.5 -11000.8 -36049.1 -8318.18 29879.8 -5876.89 20120.8 58524.3 -12136 -1772.07 35105.2 -1626.72
internal_weight=0 229656 19170 10042 9804 8294 957 746 211 7337 257 127 489 445 115 330 199 108 71 1204 308 214 131 1510 293 124 1217 89 130 74
internal_count=4073804 229656 19170 10042 9804 8294 957 746 211 7337 257 127 489 445 115 330 199 108 71 1204 308 214 131 1510 293 124 1217 89 130 74
is_linear=0
shrinkage=0.1


Tree=1958
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 4 7 3 3 6 4 5 4 1 7 6 1 1 4 6 7 4 6 1 4 1 6 3 6
split_gain=1.50777e+12 9.63258e+12 6.3877e+13 8.9035e+13 1.28354e+14 1.27151e+14 1.51013e+14 1.02074e+14 9.46127e+13 8.52845e+13 9.62231e+13 1.06656e+14 1.30237e+14 1.05197e+14 8.46905e+13 1.79523e+14 7.84559e+13 1.10737e+14 7.30076e+13 6.76617e+13 6.27164e+13 6.80558e+13 6.85964e+13 6.81386e+13 6.25803e+13 2.87361e+14 1.72732e+14 8.28424e+13 7.87991e+13 9.53428e+13
threshold=9.5000000000000018 55.783232450000007 55.768246800000007 37.755233900000007 37.858952300000006 37.586700500000006 19.500000000000004 6.0000000000000009 5.5000000000000009 19.500000000000004 61.025000000000006 11.500000000000002 2.5000000000000004 30.500000000000004 38.247071200000008 6.0000000000000009 47.005000000000003 37.682335600000009 37.503969450000007 13.500000000000002 48.810000000000009 6.0000000000000009 16.500000000000004 39.505000000000003 37.631035900000008 15.500000000000002 37.600779750000008 72.50500000000001 12.500000000000002 44.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -8 10 20 -12 13 -13 15 -6 -9 -18 -14 -20 21 -4 -23 -24 25 26 -7 28 -26 -30
right_child=1 -3 3 4 14 6 8 16 -10 -11 11 12 18 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 27 -27 -28 -29 29 -31
leaf_value=-65.314451647070882 -23.792049114912075 346.13191693657234 14782.940453214729 -41569.358863128014 -17287.269724666265 337157.83906250005 -76255.26601433249 229134.5896839489 7176.858967684856 21810.140885228506 -210028.66704545455 58215.7555911948 16732.349115668403 -128333.70913085938 -9359.1098197907231 199182.83077932891 -65266.287836914067 128796.69964808559 111428.93912071815 -55402.903996595094 -44913.815895416228 126276.48824462891 -63591.516376953135 -10215.471059319367 -2138.8395067401962 -196401.4604166667 83696.470548221987 106250.89985638787 -95625.073474702382 144426.52570612982
leaf_weight=1892492 1412058 752840 585 1314 103 35 170 44 678 865 22 546 378 32 8067 61 40 111 26 374 941 28 410 574 663 30 116 102 21 78
leaf_count=1892492 1412058 752840 585 1314 103 35 170 44 678 865 22 546 378 32 8067 61 40 111 26 374 941 28 410 574 663 30 116 102 21 78
internal_value=0 56.6664 -95.8891 -6298.23 -12546.1 2383.66 22971.3 45211 -9548.92 -6607.57 -12884.7 8388.82 11932.5 47887.8 -7912.81 63229 111629 77389.3 -14779.8 -44558.8 -24435.1 -12368.5 -28063.7 -32455.5 32817.2 86283.3 142446 21616.5 10287.5 93506.5
internal_weight=0 2.18131e+06 1.42847e+06 16414 9545 6869 2088 1240 848 4781 3916 1378 1356 578 8231 164 195 151 778 400 2538 1597 1012 984 1045 181 151 864 762 99
internal_count=4073804 2181312 1428472 16414 9545 6869 2088 1240 848 4781 3916 1378 1356 578 8231 164 195 151 778 400 2538 1597 1012 984 1045 181 151 864 762 99
is_linear=0
shrinkage=0.1


Tree=1959
num_leaves=31
num_cat=0
split_feature=1 0 0 7 2 6 0 6 4 0 6 5 6 6 6 5 4 0 4 3 4 1 6 0 3 5 6 6 4 4
split_gain=1.66947e+12 1.43977e+13 4.40439e+13 5.80983e+13 4.53446e+13 3.36128e+13 2.9885e+13 2.74694e+13 4.22103e+13 1.65629e+14 3.60516e+13 7.43831e+13 9.38096e+13 6.89768e+13 9.63564e+13 8.67791e+13 7.97646e+13 7.14813e+13 4.05742e+13 3.55552e+13 3.7665e+13 3.35075e+13 2.73717e+13 2.56009e+13 2.38684e+13 2.3281e+13 3.60427e+13 6.78534e+13 5.98346e+13 3.49634e+13
threshold=36.555998300000006 56.802121050000004 54.73499850000001 6.0000000000000009 2200.0000000000005 67.445000000000007 56.324067350000007 69.015000000000015 11.500000000000002 55.520061350000013 128.05000000000004 3.5000000000000004 130.05000000000004 103.03500000000001 96.050000000000011 3.5000000000000004 4.5000000000000009 54.762682300000009 5.5000000000000009 1.5000000000000002 8.5000000000000018 30.624707450000006 125.02000000000002 54.762682300000009 5.5000000000000009 3.5000000000000004 84.810000000000016 85.020000000000024 5.5000000000000009 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 25 7 6 -6 -5 -4 10 -10 13 12 -12 14 24 22 17 -16 -18 -13 -21 -17 23 -15 -9 26 -1 28 -28 -29
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 11 19 -14 15 16 21 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-633.50056106844863 22.979146182929767 39.158305368644356 -7499.409693672118 20614.460353744304 3309.4634190370075 -27088.634523491011 118986.86027832032 -24050.711670439465 -20112.522007279829 260531.0472355769 291117.6225 91364.818742487987 -8123.936612215909 -205239.28384433963 254469.24274739582 64194.077210365853 -115992.29843750001 22928.732991536461 35832.721385416669 -70930.979038558478 47229.207262541124 -79272.905114293986 -50186.707263183598 -103279.63371263587 -59572.063412031945 -11055.10762446578 168715.03071695965 11028.88438400423 26811.405488782053 -9649.9891027306367
leaf_weight=39937 3608805 403372 9354 884 2146 438 32 1135 110 26 20 26 22 53 30 41 23 24 75 93 38 27 31 46 227 1860 48 3758 78 1045
leaf_count=39937 3608805 403372 9354 884 2146 438 32 1135 110 26 20 26 22 53 30 41 23 24 75 93 38 27 31 46 227 1860 48 3758 78 1045
internal_value=0 -178.339 -1601.94 -6335.95 4933.73 -1843.16 24051.1 -9795.63 -20288.5 33539.9 -24119.3 16167 134372 -28802.1 -21543.2 -84306.8 53973.7 151562 200.319 -15454.7 -36655.5 7229.25 -132187 -157864 -29970.9 -92.2547 362.23 8430.09 80869.9 6529.73
internal_weight=0 464999 61627 14901 3500 2584 916 11401 2047 136 1911 199 42 1712 1514 198 152 54 98 157 131 68 130 99 1362 46726 44866 4929 126 4803
internal_count=4073804 464999 61627 14901 3500 2584 916 11401 2047 136 1911 199 42 1712 1514 198 152 54 98 157 131 68 130 99 1362 46726 44866 4929 126 4803
is_linear=0
shrinkage=0.1


Tree=1960
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 3 6 6 6 3 0 3 4 7 0 6 6 3 3 6 4 4 6 0 6 4 6 6 0 6
split_gain=1.73224e+12 6.61809e+12 4.06734e+13 6.47816e+13 3.32587e+13 2.85971e+13 2.19553e+13 1.47644e+13 2.34693e+13 1.76352e+13 2.54202e+13 1.8265e+13 2.10308e+13 1.70065e+13 1.516e+13 1.28681e+13 1.05128e+13 1.72006e+13 9.54079e+12 2.33238e+13 1.94464e+13 1.84312e+13 3.20676e+13 2.17727e+13 1.83852e+13 1.80565e+13 1.95488e+13 2.04078e+13 3.83019e+13 1.73116e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 2.5000000000000004 75.605000000000004 78.605000000000004 78.010000000000005 7.5000000000000009 54.724612400000005 4.5000000000000009 9.5000000000000018 6.0000000000000009 54.947759400000002 75.010000000000005 79.015000000000015 5.5000000000000009 2.5000000000000004 71.715000000000018 8.5000000000000018 6.5000000000000009 73.41500000000002 54.724612400000005 71.030000000000015 11.500000000000002 60.605000000000011 65.805000000000021 54.73499850000001 46.805000000000007
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 18 4 6 -5 -4 8 9 11 -11 14 -13 -10 -3 -6 17 -9 21 -20 -21 29 23 -23 25 26 -25 28 -28 -1
right_child=-2 7 3 5 15 -7 -8 16 13 10 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-15377.528077360066 -4.6096001991048112 3193.2648194738704 93979.755846354179 -96627.864873798084 215944.65734375 18561.159430803571 -41283.254843750008 4431.2694824218752 -778.42973632812505 66711.931963045645 -19717.863390783361 -116131.34495192308 -18987.592052283653 -102860.15476409314 -84825.987073863638 117285.8703525641 -1099.135811108137 111211.15315163352 638.880620895069 -62649.539634627523 -11133.752764502991 1845.4705049533627 102578.98300781251 24869.44132895206 -53230.345734627022 9127.1012093055797 219451.65437500004 14185.767649147727 63253.812457191787 5880.6008760863115
leaf_weight=637 4053548 177 30 26 20 126 20 48 24 63 74 39 52 51 22 39 4016 22 11223 99 282 1315 38 307 31 377 20 44 73 961
leaf_count=637 4053548 177 30 26 20 126 20 48 24 63 74 39 52 51 22 39 4016 22 11223 99 282 1315 38 307 31 377 20 44 73 961
internal_value=0 922.455 1900.58 41046.6 99878.6 -1142.23 39874.6 -2417.84 -18602.1 -9540.31 20027.2 -23508.4 -60620.6 -70194 -6537.51 150730 -429.462 37990.7 1237.43 -187.165 -24519.7 5584.27 11510.8 9913.81 22366.7 25221.2 38886.6 70297.3 96844.7 -2593.38
internal_weight=0 20256 15668 261 109 152 50 4588 502 427 137 290 91 75 199 59 4086 70 15407 11604 381 3803 2205 2167 852 821 444 137 93 1598
internal_count=4073804 20256 15668 261 109 152 50 4588 502 427 137 290 91 75 199 59 4086 70 15407 11604 381 3803 2205 2167 852 821 444 137 93 1598
is_linear=0
shrinkage=0.1


Tree=1961
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 6 6 0 4 4 4 0 6 4 6 5 4 1 0 7 4 1 7 1 0 4 0 2 0
split_gain=1.52718e+12 2.67632e+13 4.27746e+13 4.57472e+13 5.14152e+13 3.81773e+13 3.1129e+13 3.74574e+13 9.16248e+13 5.03728e+13 6.39852e+13 3.57473e+13 2.88886e+13 2.76062e+13 3.17727e+13 3.97235e+13 5.35081e+13 2.94011e+13 3.34454e+13 6.23495e+13 2.89877e+13 3.69114e+13 2.71832e+13 2.6893e+13 4.47004e+13 8.27608e+13 2.66765e+13 2.55322e+13 2.42123e+13 2.4904e+13
threshold=56.888401950000009 56.838524800000009 60.636764050000004 25.500000000000004 60.770858000000011 53.252814850000007 189.00000000000003 118.04500000000002 56.850115550000005 11.500000000000002 21.500000000000004 8.5000000000000018 56.850115550000005 51.015000000000008 13.500000000000002 67.00500000000001 2.5000000000000004 6.5000000000000009 37.343102500000008 56.858606850000008 6.0000000000000009 14.500000000000002 60.590708550000009 6.0000000000000009 60.66055595000001 56.850115550000005 16.500000000000004 56.858606850000008 2421.5000000000005 58.010305850000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 13 7 -7 9 22 -11 -10 -5 -3 17 -16 20 18 19 -15 21 -17 -9 27 25 -25 -23 -4 29 -2
right_child=28 2 3 12 -6 6 -8 8 11 10 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.732570527806736 -10304.097694636836 1486.9616921443564 4961.0947794389494 15029.216542670067 -24863.362204413119 -1259.5165503775393 -106325.70586635044 -100304.28369565218 -97047.662078124995 110275.86962626688 -29205.133281250004 -1110.7090755769575 -26974.037121129921 -2236.3067735460072 12009.000885476231 -166809.27906249999 4874.28927324508 21151.301012302345 -1339.4522608250813 102466.82366709609 772.41357890803647 65524.511008522735 31477.134773596943 106025.66771797842 1423.9480900168119 23639.923687880324 -47981.105027077421 18239.916876688858 -75.415844714367225 2673.0586569507682
leaf_weight=3283507 4558 10813 3393 235 373 33241 28 23 50 185 40 174 540 144 1701 25 878 2760 1445 94 164 22 49 162 395 493 352 2526 723245 2189
leaf_count=3283507 4558 10813 3393 235 373 33241 28 23 50 185 40 174 540 144 1701 25 878 2760 1445 94 164 22 49 162 395 493 352 2526 723245 2189
internal_value=0 28.6077 2116.17 8869.28 11308.4 1065.84 -929.924 -842.516 25763.1 62182.5 85479.2 -22525.2 -14237.6 4731.28 9356.3 1659.95 -10556.4 14799 4381.67 39117 -34620.5 -49168 -10619.7 13244.4 27993.4 44016.2 -41304.3 10628 -131.041 -6093.78
internal_weight=0 3.34381e+06 60305 8117 7342 52188 33790 33762 521 297 225 224 775 18398 7585 3142 1441 4443 1683 238 563 399 72 6969 1050 655 374 5919 729992 6747
internal_count=4073804 3343812 60305 8117 7342 52188 33790 33762 521 297 225 224 775 18398 7585 3142 1441 4443 1683 238 563 399 72 6969 1050 655 374 5919 729992 6747
is_linear=0
shrinkage=0.1


Tree=1962
num_leaves=31
num_cat=0
split_feature=4 5 6 7 2 5 1 1 1 1 4 4 0 0 3 0 5 5 2 3 0 0 5 1 4 3 2 0 0 6
split_gain=1.62823e+12 1.18927e+13 1.57313e+13 1.83765e+13 2.18107e+13 1.96883e+13 2.89965e+13 3.9218e+13 3.28655e+13 3.07456e+13 3.05466e+13 2.41009e+13 5.38428e+13 2.56718e+13 2.42792e+13 2.40527e+13 4.87477e+13 4.59686e+13 1.92259e+13 1.90755e+13 5.21376e+13 1.98561e+13 1.79774e+13 2.63651e+13 1.72146e+13 2.46024e+13 3.78665e+13 1.71987e+13 4.05573e+13 3.13846e+13
threshold=5.5000000000000009 3.5000000000000004 189.00000000000003 6.0000000000000009 2892.5000000000005 5.5000000000000009 30.410676000000006 37.46219940000001 30.303340300000002 47.386825600000002 4.5000000000000009 2.5000000000000004 52.07762420000001 54.988402950000008 1.5000000000000002 45.07004340000001 4.5000000000000009 4.5000000000000009 6082.0000000000009 3.5000000000000004 55.123213100000008 56.020150250000007 4.5000000000000009 40.965343750000009 2.5000000000000004 2.5000000000000004 2865.5000000000005 55.649510000000014 45.015054600000006 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -4 10 22 13 -13 -11 -14 17 -17 -12 19 20 -16 -21 24 27 -9 26 -26 28 -24 -29
right_child=-2 2 3 4 -6 -7 7 9 -10 11 15 12 14 -15 18 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=37.530403488237475 -39.531319861196863 2106.3983398575797 -32770.65286815069 -144546.99248046876 -25341.37178030303 23408.045640586515 73575.935434322033 18611.000142045457 -177459.46140625002 -130474.49484953703 -124458.88582589287 140487.28879310345 72850.865482954541 19004.388750000002 75655.075067934784 -27892.93253125 -223464.48960336542 55175.792645474139 6352.9084653012396 -49831.042261904768 -94272.466224888398 84662.087228260876 -24013.875390625002 -53435.426355698532 -221636.68562500004 -17957.586090686276 -35327.926953125003 -78132.868830818959 135504.76454814189 84699.979062500002
leaf_weight=1102205 2928705 41337 73 20 66 203 59 33 20 27 28 29 44 20 23 25 26 29 444 21 84 23 28 51 20 51 24 29 37 20
leaf_count=1102205 2928705 41337 73 20 66 203 59 33 20 27 28 29 44 20 23 25 26 29 444 21 84 23 28 51 20 51 24 29 37 20
internal_value=0 101.105 1734.73 -8132.83 -53063.6 -5506.01 -10135 -5880.62 -63886.5 -10081.3 -32244.9 2348.94 7218.89 -66866.5 1170.71 -77705.1 -127596 -33065.8 -4130 -34953.9 -57746 20472.2 -15488.2 6328.65 -43611.5 -65225.7 -120014 33065.2 66789 -11670.5
internal_weight=0 1.1451e+06 42894 1557 86 1471 1268 1175 93 1116 401 715 668 47 639 108 51 57 595 151 107 44 293 165 128 95 44 114 65 49
internal_count=4073804 1145099 42894 1557 86 1471 1268 1175 93 1116 401 715 668 47 639 108 51 57 595 151 107 44 293 165 128 95 44 114 65 49
is_linear=0
shrinkage=0.1


Tree=1963
num_leaves=31
num_cat=0
split_feature=6 6 1 6 0 0 1 5 3 1 4 3 4 0 0 3 1 4 4 0 3 7 0 4 7 0 3 1 0 6
split_gain=1.60239e+12 2.82278e+13 2.6618e+13 2.47944e+13 1.99744e+13 8.10238e+13 3.02503e+13 3.46454e+13 1.99348e+13 1.98879e+13 2.62614e+13 2.39696e+13 2.09555e+13 1.80241e+13 3.006e+13 3.56397e+13 2.98773e+13 4.3163e+13 2.34824e+13 3.0585e+13 2.98198e+13 2.33498e+13 2.34281e+13 2.10055e+13 1.6583e+13 4.02088e+13 2.13111e+13 1.73462e+13 2.9416e+13 2.83227e+13
threshold=59.505000000000003 60.005000000000003 38.011626600000007 58.305000000000007 55.050541250000002 55.061158000000006 82.93515810000001 2.5000000000000004 2.5000000000000004 39.038055050000004 9.5000000000000018 2.5000000000000004 25.500000000000004 59.933037250000005 60.002985000000002 3.5000000000000004 30.323041000000003 6.5000000000000009 11.500000000000002 59.963561900000009 5.5000000000000009 6.0000000000000009 59.963561900000009 13.500000000000002 6.0000000000000009 59.990753350000013 7.5000000000000009 30.315889700000003 59.982409200000006 59.815000000000005
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=3 2 13 -1 9 6 -6 -8 -9 11 -11 -4 -12 -2 15 21 17 -17 19 20 -19 22 -15 -23 25 -20 -27 29 -29 -26
right_child=1 -3 4 -5 5 -7 7 8 -10 10 12 -13 -14 14 -16 16 -18 18 24 -21 -22 23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-16.744416871600404 2409.6635717370418 30.198472100228329 3277.4347990435926 1541.2447919385861 -17278.186868165605 -3885.2198228744878 30773.281615691489 -4091.4328194754471 -68111.463132390214 -2418.6475852428039 4646.7670736112514 -8817.0001709226035 -27133.790921193253 5145.5501218966356 1637.617666945624 79969.511634290553 17694.96279993276 -135390.3818824405 86866.69379542151 -162195.99232219829 10554.396056547619 -117625.80059185607 -57639.381480978271 -39260.257174295773 89158.010191761365 -112786.25320638021 8207.0946579391893 -128217.05803052327 803.40585937500009 -36166.478660156252
leaf_weight=2678924 17878 1206187 2213 106196 633 23762 47 56 370 18256 9729 6314 212 123 1919 37 305 21 43 29 42 66 115 71 22 24 37 43 30 100
leaf_count=2678924 17878 1206187 2213 106196 633 23762 47 56 370 18256 9729 6314 212 123 1919 37 305 21 43 29 42 66 115 71 22 24 37 43 30 100
internal_value=0 -92.2003 -1881.79 42.6614 -2928.27 -5116.68 -31574.2 -50706.2 -59695.7 -1446.37 -166.642 -5678.15 3969.02 1201.44 -5934.56 -19049.2 -6221.15 -23264.2 -33033.1 -77213 -38093.9 -44123.8 -25191.7 -77013 -19439.3 12808.3 -39396.8 -36638 -75194.9 -13567
internal_weight=0 1.28868e+06 82497 2.78512e+06 61592 24868 1106 473 426 36724 28197 8527 9941 20905 3027 1108 733 428 391 92 63 375 238 137 299 104 61 195 73 122
internal_count=4073804 1288684 82497 2785120 61592 24868 1106 473 426 36724 28197 8527 9941 20905 3027 1108 733 428 391 92 63 375 238 137 299 104 61 195 73 122
is_linear=0
shrinkage=0.1


Tree=1964
num_leaves=31
num_cat=0
split_feature=2 6 7 0 6 4 5 1 4 5 0 1 0 6 6 3 3 1 0 6 5 6 0 6 0 1 6 4 6 3
split_gain=1.52935e+12 1.09165e+13 2.30398e+13 5.91137e+13 5.36829e+13 4.3272e+13 5.57622e+13 4.05119e+13 4.03492e+13 7.40059e+13 5.56086e+13 1.10874e+14 1.0102e+14 1.22612e+14 1.52809e+14 8.93682e+13 8.10228e+13 7.37395e+13 6.86463e+13 5.45128e+13 5.37006e+13 4.63475e+13 3.6704e+13 3.46885e+13 4.69757e+13 3.26114e+13 3.44108e+13 3.18759e+13 3.06762e+13 3.0268e+13
threshold=36.000000000000007 94.02500000000002 6.0000000000000009 55.649510000000014 108.05000000000001 27.500000000000004 3.5000000000000004 37.534144550000008 20.500000000000004 3.5000000000000004 55.667390500000003 37.768783500000005 55.79439725000001 247.90000000000001 105.00500000000001 3.5000000000000004 7.5000000000000009 37.600779750000008 55.743464250000009 156.15000000000003 2.5000000000000004 95.045000000000016 55.721784200000009 99.050000000000011 55.768246800000007 37.234509300000006 138.05000000000004 6.5000000000000009 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 -1 8 4 -4 6 7 -5 9 10 21 12 13 14 16 -16 29 -18 -17 -11 -10 -3 -7 24 -8 -23 -27 -21 -24 -12
right_child=-2 2 3 5 -6 22 23 -9 20 19 11 -13 -14 -15 15 18 17 -19 -20 27 -22 25 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-315.34442781727432 16.97519963045163 -80820.907366071435 -22761.17300082701 78251.726616261803 24576.430398271012 49647.226111303404 36984.362168560612 31056.042600076526 82017.256678921578 27511.972444712705 -78626.84746413934 69509.303652343748 -1862.5475566282112 117527.91057692308 -104496.97804687501 -205347.36651785715 -294868.20925000001 -58581.709877232148 -464213.83937499998 -19185.85502232143 -23180.307462731933 -12884.691198218286 -49524.04249089559 13471.690470043166 -115556.98475060095 39662.69883632331 -50731.435733876337 -172572.56000000003 23857.865851658949 14395.676986471037
leaf_weight=283709 3783399 56 764 240 349 79 33 751 51 1191 61 90 236 26 30 21 25 28 20 42 1000 286 192 438 52 405 47 20 81 82
leaf_count=283709 3783399 56 764 240 349 79 33 751 51 1191 61 90 236 26 30 21 25 28 20 42 1000 286 192 438 52 405 47 20 81 82
internal_value=0 -221.153 3769.73 10322 -7917.67 21201.3 28544 42485.9 -1481.62 5060.11 -10629.3 -33097.4 -50554.1 -89773.2 -109960 -235655 -64427.5 -170038 -331624 22753 -18075.6 6886.68 -10380.7 2126.43 -56335.1 13542 30263.3 -68665.4 -27751.4 -25285.3
internal_weight=0 290405 6696 2979 1113 1866 1514 991 3717 2666 1413 619 529 293 267 71 196 53 41 1253 1051 794 352 523 85 738 452 62 273 143
internal_count=4073804 290405 6696 2979 1113 1866 1514 991 3717 2666 1413 619 529 293 267 71 196 53 41 1253 1051 794 352 523 85 738 452 62 273 143
is_linear=0
shrinkage=0.1


Tree=1965
num_leaves=31
num_cat=0
split_feature=6 0 0 6 6 4 4 6 3 6 4 3 1 6 5 1 3 4 1 1 3 3 1 3 1 6 1 4 4 0
split_gain=1.63283e+12 9.09751e+12 2.37652e+13 5.75955e+13 9.64535e+13 6.88148e+13 6.5712e+13 8.6853e+13 6.1951e+13 1.04219e+14 1.72335e+14 6.43629e+13 5.99902e+13 1.22656e+14 1.78133e+14 5.95622e+13 7.2589e+13 5.88976e+13 5.87103e+13 7.05833e+13 5.38877e+13 5.09491e+13 5.5456e+13 4.53428e+13 6.37885e+13 7.12006e+13 5.25861e+13 4.46274e+13 4.08768e+13 9.56555e+13
threshold=88.00500000000001 45.047736150000013 45.029425500000009 105.00500000000001 122.65000000000002 24.500000000000004 9.5000000000000018 168.45000000000002 12.500000000000002 93.050000000000011 18.500000000000004 7.5000000000000009 38.965413050000002 125.02000000000002 3.5000000000000004 39.018051150000005 16.500000000000004 21.500000000000004 41.912736000000002 38.927872750000006 14.500000000000002 8.5000000000000018 38.927872750000006 14.500000000000002 38.989878900000008 103.03500000000001 38.965413050000002 15.500000000000002 16.500000000000004 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 -2 8 5 18 -6 12 11 28 23 27 -8 14 -14 16 20 -18 19 -5 -12 -13 -23 -11 25 26 -25 -4 29 -10
right_child=1 -3 3 4 6 -7 7 -9 9 10 15 21 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=15.474215299856681 29.873881838932633 -511.39489248982466 4127.5386142441957 21689.112633634868 -15667.267859137952 99926.580610039891 2472.3397526041667 -31828.256305147064 28991.07354651163 92377.841770833344 -12258.559895833334 -62147.05065019981 80429.574253015351 44731.789452789031 400593.21575000003 -110797.16560724431 -173137.145625 18487.818508873457 21153.886589635316 -41779.984971446924 170034.43973437502 52481.461787507978 -19466.225280020026 198861.5888671875 73289.533950042722 85105.795820312516 406440.3115384616 38544.648099135338 22645.837312563006 -195462.57794117648
leaf_weight=3844148 26084 197845 753 209 413 47 210 170 43 90 24 174 57 436 25 33 20 81 253 1084 50 147 395 23 32 20 26 754 124 34
leaf_count=3844148 26084 197845 753 209 413 47 210 170 43 90 24 174 57 436 25 33 20 81 253 1084 50 147 395 23 32 20 26 754 124 34
internal_value=0 -259.019 1310.61 7143.8 -2743.74 -19276.8 17345.7 32528.7 17315 45829.3 75410.1 9618.86 47557.1 65834.7 178040 12432.6 35670.2 -19457.7 -22900.7 -31520.9 110912 -15067 47.2618 143993 189987 244107 309005 21347.5 -12890.7 -70118.3
internal_weight=0 229656 31811 5727 2904 1593 1311 898 2823 600 399 2223 728 518 82 208 175 101 1546 1293 74 716 542 191 101 69 49 1507 201 77
internal_count=4073804 229656 31811 5727 2904 1593 1311 898 2823 600 399 2223 728 518 82 208 175 101 1546 1293 74 716 542 191 101 69 49 1507 201 77
is_linear=0
shrinkage=0.1


Tree=1966
num_leaves=31
num_cat=0
split_feature=4 1 1 4 6 1 4 3 0 1 0 6 6 3 1 6 6 5 0 3 4 6 6 1 5 3 3 1 1 6
split_gain=1.58688e+12 8.75775e+12 7.25209e+13 5.05026e+13 3.55868e+13 3.1326e+13 2.28274e+13 3.47972e+13 2.43319e+13 2.09121e+13 2.62345e+13 2.00546e+13 1.98199e+13 1.83879e+13 1.64362e+13 1.51114e+13 2.18119e+13 1.45278e+13 1.39907e+13 2.30338e+13 2.14029e+13 2.646e+13 2.5223e+13 1.34922e+13 1.30947e+13 1.30107e+13 1.25168e+13 2.90258e+13 2.37775e+13 2.80965e+13
threshold=25.500000000000004 82.92647190000001 82.901648750000021 26.500000000000004 62.625000000000007 82.965501500000016 26.500000000000004 24.500000000000004 55.026775150000006 82.906746050000024 55.061158000000006 79.710000000000022 39.505000000000003 13.500000000000002 82.956351500000011 91.02500000000002 61.025000000000006 2.5000000000000004 55.030407050000001 4.5000000000000009 26.500000000000004 70.50500000000001 72.50500000000001 82.95992385000001 1.5000000000000002 22.500000000000004 4.5000000000000009 37.873748150000004 37.755233900000007 65.805000000000021
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 26 9 -5 6 7 23 17 12 11 -11 -4 -13 -9 16 -10 -8 19 -7 21 -21 24 -3 -22 -26 27 28 -2 -30
right_child=1 5 3 4 -6 18 8 14 15 10 -12 13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-8.1886681335032616 6459.3644292566378 21967.64589004669 -12941.55051014221 12337.486756222748 173797.723203125 -17418.074639605155 17540.047250696658 -5792.956730442862 -8261.3618023311392 -1680.5901730201931 -61902.381965537381 -2942.0535625000002 -55715.942356490064 -119971.13333108838 66475.580007102268 44153.178953942588 -59014.655331983849 101078.04201253256 -12483.382355676164 20749.718321683118 -75.918129214211618 103450.21134375001 -36643.473619249133 62918.464331341907 50524.86917217548 -22534.797119140625 90.338093210354245 -4180.2756897782147 17404.915621665397 75826.586106265182
leaf_weight=4004864 4692 1505 153 43 20 361 157 679 476 506 107 25 371 29 33 43 103 24 1130 171 241 50 126 85 130 30 54498 2639 410 103
leaf_count=4004864 4692 1505 153 43 20 361 157 679 476 506 107 25 371 29 33 43 103 24 1130 171 241 50 126 85 130 30 54498 2639 410 103
internal_value=0 475.696 148.974 -23661 63594.7 4363.84 10865.4 15929.5 -3652.14 -28276.5 -16531.7 -7862.67 -43226.5 -65791 -2443.43 -13042.3 -17290 28616.9 -4652.35 3326.96 13338.9 39460.2 2384.85 24156.8 14648.1 36826.2 627.907 4362.79 8694.23 29134.8
internal_weight=0 68940 63596 1254 63 5344 3105 2302 803 1191 667 560 524 54 712 622 579 181 2239 1109 748 221 527 1590 401 160 62342 7844 5205 513
internal_count=4073804 68940 63596 1254 63 5344 3105 2302 803 1191 667 560 524 54 712 622 579 181 2239 1109 748 221 527 1590 401 160 62342 7844 5205 513
is_linear=0
shrinkage=0.1


Tree=1967
num_leaves=31
num_cat=0
split_feature=6 0 0 0 4 7 0 5 0 0 4 0 7 1 5 1 4 1 4 4 1 1 1 4 5 1 1 1 7 0
split_gain=1.50528e+12 8.97717e+12 3.26009e+13 2.68632e+13 4.47548e+13 2.12847e+13 1.75651e+13 1.68379e+13 2.89931e+13 4.01736e+13 1.39758e+13 2.63265e+13 2.61355e+13 1.55885e+13 1.13211e+13 1.09108e+13 2.12448e+13 2.23918e+13 1.43702e+13 1.08756e+13 1.86968e+13 1.33288e+13 1.11205e+13 1.0873e+13 1.84411e+13 1.6465e+13 1.49173e+13 1.04228e+13 2.834e+13 2.4369e+13
threshold=41.505000000000003 45.067157700000003 45.00849250000001 45.109778000000006 23.500000000000004 6.0000000000000009 44.895258050000002 2.5000000000000004 45.047736150000013 45.036141150000006 8.5000000000000018 45.015054600000006 6.0000000000000009 39.029038350000008 1.5000000000000002 38.91194105000001 9.5000000000000018 39.038055050000004 10.500000000000002 17.500000000000004 39.069277450000008 39.004719500000007 38.977585500000011 11.500000000000002 1.5000000000000002 41.912736000000002 39.023883200000007 37.318079750000003 6.0000000000000009 44.878071950000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 10 9 -9 12 19 14 -14 -4 18 -17 -18 -8 22 21 -21 -12 24 26 -25 -13 28 29 -1
right_child=-2 3 7 -5 5 -7 15 8 -10 -11 11 23 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1424.0892393893423 -41.731948552259674 3215.2031725388242 -5044.4351394792029 77.226115851182854 -23469.824634739205 -3644.5885256430106 -5100.0229692831199 17876.646825658627 -24022.440734863281 161735.99238281252 -60700.625292968754 9135.8146977770357 -31864.173037341039 -8033.7494934747874 2364.5375006299428 10933.261161219756 19055.70842891045 622.20371856156532 6845.0981646466216 14878.482216478431 -9010.0701100257429 -42456.41046863579 -4627.0851634172368 -2088.7095492172207 -20314.959597089215 10412.988731915919 -1684.6613730253998 46.966934839004836 8119.9780654395436 -25438.293945053647
leaf_weight=542 2768799 44792 14851 1130798 864 1451 2845 55 56 30 36 3164 548 550 2395 4005 718 8017 1559 46 819 342 2014 22591 310 1105 2133 56668 805 896
leaf_count=542 2768799 44792 14851 1130798 864 1451 2845 55 56 30 36 3164 548 550 2395 4005 718 8017 1559 46 819 342 2014 22591 310 1105 2133 56668 805 896
internal_value=0 88.5417 -709.905 174.697 2514.47 -11043.7 602.158 -2664.83 31844.2 68650.5 -2760.41 -1516.71 -4967.94 -19927.3 -4015.53 3419.26 4902.51 2137.4 -871.493 -10045.8 -17576.6 -35659 -5611.79 -568.713 3391.24 -1505.73 4778.62 -217.663 -6903.38 -15313.5
internal_weight=0 1.305e+06 127100 1.1779e+06 47107 2315 76055 51045 141 85 50904 32560 18344 1098 17246 17144 12740 8735 4404 3257 1207 388 2050 29303 5607 23696 5297 58911 2243 1438
internal_count=4073804 1305005 127100 1177905 47107 2315 76055 51045 141 85 50904 32560 18344 1098 17246 17144 12740 8735 4404 3257 1207 388 2050 29303 5607 23696 5297 58911 2243 1438
is_linear=0
shrinkage=0.1


Tree=1968
num_leaves=31
num_cat=0
split_feature=4 3 1 2 6 1 1 0 0 0 6 0 0 0 4 4 0 6 6 6 1 7 6 1 3 4 6 6 5 3
split_gain=1.51307e+12 1.14887e+13 1.14623e+13 3.84821e+13 3.20081e+13 4.90535e+13 7.97951e+13 9.32134e+13 4.55645e+13 4.49856e+13 3.86219e+13 3.37261e+13 3.84979e+13 6.05756e+13 5.37684e+13 6.13388e+13 5.26477e+13 5.28204e+13 3.77968e+13 3.72851e+13 4.57292e+13 3.06343e+13 2.82646e+13 2.69415e+13 4.60306e+13 3.99783e+13 4.84442e+13 1.04687e+14 3.9282e+13 2.63441e+13
threshold=5.5000000000000009 10.500000000000002 38.430814800000007 1696.0000000000002 64.015000000000015 38.066230450000006 37.924401400000008 55.783232450000007 44.601833250000006 44.685196900000008 76.605000000000004 56.342669500000007 55.390026600000006 55.60524465000001 3.5000000000000004 4.5000000000000009 56.288960650000007 77.565000000000012 91.02500000000002 125.02000000000002 38.109452700000006 6.0000000000000009 100.05000000000001 37.729575300000008 1.5000000000000002 3.5000000000000004 91.02500000000002 95.045000000000016 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 4 -4 -1 6 8 -8 -6 23 -9 12 19 14 -14 -16 18 -18 -15 21 -21 29 -23 24 -10 -25 -27 -28 -29 -7
right_child=-2 -3 3 -5 5 11 7 10 9 -11 -12 -13 13 16 15 -17 17 -19 -20 20 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=1255.5313949715696 -38.107740409524588 67886.591914062505 -2875.1536904897798 83.985661120221025 -45294.588734130863 9603.7637205494393 -7646.1430939834072 -35840.315183512372 -44976.077840909093 -2001.3960548274481 -90487.814763450631 -24995.269681891845 -5989.8246609669814 657.99047994883927 158941.5186467634 53217.321632973981 7536.1168899054283 88653.63103993368 -81589.23664124505 114764.86393849208 -32030.873999023439 28044.45982761549 154207.57087053571 -24299.52412430201 123751.47129866802 11678.487522370597 244367.20781250001 -25777.263854201297 138732.79970238096 -12029.43515333042
leaf_weight=197183 2928705 25 46323 856729 240 1112 1069 306 22 38359 224 276 106 494 70 254 190 139 63 63 32 115 21 156 61 227 32 47 21 1140
leaf_count=197183 2928705 25 46323 856729 240 1112 1069 306 22 38359 224 276 106 494 70 254 190 139 63 63 32 115 21 156 61 227 32 47 21 1140
internal_value=0 97.4643 95.9843 -67.8065 707.134 -1704.49 -2750.25 -24646.7 -1856.27 -1588.45 -58936.6 8756.72 11208.8 25036.3 55833 76059 10089.9 41807.7 -8644.66 3880.19 65317.9 1436.06 47525.5 26398 79028.5 17353.8 37225.2 95216.1 25027.3 -1347.32
internal_weight=0 1.1451e+06 1.14507e+06 903052 242022 44839 40764 1599 39165 38925 530 4075 3799 1316 430 324 886 329 557 2483 95 2388 136 566 83 483 327 100 68 2252
internal_count=4073804 1145099 1145074 903052 242022 44839 40764 1599 39165 38925 530 4075 3799 1316 430 324 886 329 557 2483 95 2388 136 566 83 483 327 100 68 2252
is_linear=0
shrinkage=0.1


Tree=1969
num_leaves=31
num_cat=0
split_feature=4 5 6 0 6 1 1 7 0 4 4 1 0 6 6 3 4 6 7 6 6 6 0 1 1 0 2 4 4 0
split_gain=1.49599e+12 1.73112e+13 5.16158e+13 3.45706e+13 3.06616e+13 4.07109e+13 3.86951e+13 4.22756e+13 7.07938e+13 6.6401e+13 6.53615e+13 4.77995e+13 5.67068e+13 3.95422e+13 5.82037e+13 3.47002e+13 3.26706e+13 3.43066e+13 3.10343e+13 4.10625e+13 3.5899e+13 3.69705e+13 8.40724e+13 8.17839e+13 8.33087e+13 9.30134e+13 6.65397e+13 5.14541e+13 4.8428e+13 1.06034e+14
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 46.323575350000006 60.305000000000007 30.260128500000004 30.157841000000001 6.0000000000000009 60.028671700000011 18.500000000000004 24.500000000000004 30.242318500000007 60.01610465000001 78.010000000000005 67.91500000000002 3.5000000000000004 17.500000000000004 76.605000000000004 6.0000000000000009 118.04500000000002 70.50500000000001 80.720000000000013 53.20799465000001 38.97264950000001 38.927872750000006 45.047736150000013 2506.0000000000005 21.500000000000004 23.500000000000004 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 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 9 13 11 -11 16 -13 14 -9 -14 -8 -18 19 -7 -20 28 23 24 -23 -26 -25 -24 29 -22
right_child=1 2 -4 -5 5 18 7 8 -10 10 -12 12 15 -15 -16 -17 17 -19 20 -21 21 22 27 26 25 -27 -28 -29 -30 -31
leaf_value=-32.876713406849994 219.13606402004157 21774.171092775614 347.64622104944431 4553.2489973531583 7853.2265780790221 -2655.1753599147692 -18863.504171562196 -34928.25402819342 -3296.261566810741 -29931.644019692048 13471.80279568932 117161.85536830738 88739.658379836314 70941.734239783647 -96361.915835262087 -22151.472608841301 19024.080461189518 155221.72388392859 -782.56787144789212 32644.896170606356 8622.0550745675318 -10807.268310546875 -28486.750298106243 65622.494108469895 296515.65556640626 69023.077238352707 -10013.416718505861 -1071.0048865005049 400.64793688000469 48716.067279207986
leaf_weight=3147398 608162 1234 148933 21068 913 74184 304 481 574 1245 481 92 42 26 227 86 155 21 52563 331 5638 40 1112 164 32 41 400 1781 5329 747
leaf_count=3147398 608162 1234 148933 21068 913 74184 304 481 574 1245 481 92 42 26 227 86 155 21 52563 331 5638 40 1112 164 32 41 400 1781 5329 747
internal_value=0 111.696 1019.49 5506.11 -94.147 -1390.17 -10600.9 -15113.1 -29604.1 -7300.14 -17836 18678.3 57277 -50177.3 -54625.2 14234.7 987.257 35274.9 -1089.51 -2498.37 457.812 4723.58 -4185.39 27537.5 105187 168746 11980 -11609 7438.71 13312.8
internal_weight=0 926406 171235 22302 755171 147009 4647 3734 1308 2426 1726 700 220 734 708 128 480 176 142362 74515 67847 15284 3570 677 113 73 564 2893 11714 6385
internal_count=4073804 926406 171235 22302 755171 147009 4647 3734 1308 2426 1726 700 220 734 708 128 480 176 142362 74515 67847 15284 3570 677 113 73 564 2893 11714 6385
is_linear=0
shrinkage=0.1


Tree=1970
num_leaves=31
num_cat=0
split_feature=1 1 4 2 0 0 2 6 6 4 5 7 6 7 4 3 4 1 0 1 1 0 0 1 6 6 0 3 3 0
split_gain=1.47642e+12 1.26823e+13 4.03565e+13 4.25182e+13 5.43628e+13 4.92497e+13 4.02717e+13 3.74655e+13 3.12725e+13 5.25862e+13 3.05128e+13 2.81641e+13 4.21531e+13 2.39533e+13 3.80439e+13 6.70951e+13 6.00183e+13 3.79754e+14 1.42537e+14 1.2338e+14 1.69509e+14 1.82265e+14 2.26125e+14 1.16409e+14 1.5019e+14 1.10342e+14 1.01482e+14 9.95499e+13 9.86019e+13 7.50368e+13
threshold=36.555998300000006 34.382014200000008 16.500000000000004 3338.0000000000005 56.83050475000001 56.904718250000009 5719.5000000000009 71.030000000000015 72.020000000000024 5.5000000000000009 1.5000000000000002 6.0000000000000009 75.010000000000005 6.0000000000000009 7.5000000000000009 3.5000000000000004 8.5000000000000018 30.323041000000003 59.963561900000009 30.277905650000005 30.303340300000002 59.898927250000007 59.864072000000007 30.260128500000004 63.005000000000003 67.445000000000007 44.739668300000005 6.5000000000000009 3.5000000000000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 -8 -3 -10 -6 12 -4 -1 15 -15 17 19 26 23 28 22 -22 -16 27 -26 -19 -25 -21 -30
right_child=-2 2 11 6 5 -7 7 -9 9 -11 -12 -13 -14 14 16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=589.22346964592487 21.609725624988478 -1795.9520762304446 -13528.393720686172 -72061.528296441043 5542.8480181631821 -58983.041552734379 -2488.5761325779004 -19224.448716808129 -11956.976255457261 28038.058815442888 26084.144392987531 -2353.094443177893 -56428.380583256745 -909.84366695304288 -3797.3811330920248 14675.031624832101 -906.458768376938 102440.12134850543 -130814.63831321022 18662.864458716005 -91849.783370535719 -6537.5839821755353 179581.30085920368 -41688.032398120784 -311856.23993750004 -89781.257804361987 -49052.098671592808 96902.943722873271 139651.02390075379 43064.409775028937
leaf_weight=257231 3608805 12005 2250 90 1303 88 9312 1562 510 925 1625 2181 255 8030 3236 4211 155865 46 220 262 42 1665 114 185 25 213 1142 72 199 135
leaf_count=257231 3608805 12005 2250 90 1303 88 9312 1562 510 925 1625 2181 255 8030 3236 4211 155865 46 220 262 42 1665 114 185 25 213 1142 72 199 135
internal_value=0 -167.711 -2085.36 -619.71 2594.51 14727.6 -5443.98 -4892.61 -128.219 13823.8 16943 -10661.6 -17895.5 -25.4858 -925.636 4451.48 -1328.41 -10032.4 -56878.2 696.162 18296.8 3146.35 106504 -10705.8 -55868.9 -113108 -43186.2 -2860.99 64587.1 100612
internal_weight=0 464999 32106 27420 16456 3016 10964 10874 13440 1435 2928 4686 2505 432893 175662 12241 163421 7556 1408 6148 2417 1821 156 3731 495 238 1188 257 596 334
internal_count=4073804 464999 32106 27420 16456 3016 10964 10874 13440 1435 2928 4686 2505 432893 175662 12241 163421 7556 1408 6148 2417 1821 156 3731 495 238 1188 257 596 334
is_linear=0
shrinkage=0.1


Tree=1971
num_leaves=31
num_cat=0
split_feature=1 6 4 3 6 0 6 6 3 6 5 0 4 3 3 4 5 6 3 5 0 0 6 6 4 6 6 6 6 5
split_gain=1.49328e+12 5.88564e+12 2.07064e+13 4.19821e+13 2.21118e+13 1.99393e+13 1.65506e+13 2.73852e+13 2.67889e+13 2.28687e+13 3.1896e+13 1.76201e+13 1.64288e+13 2.99481e+13 1.89801e+13 2.48781e+13 2.38943e+13 1.7422e+13 2.16354e+13 1.64728e+13 1.63859e+13 2.19356e+13 3.21739e+13 3.19126e+13 3.311e+13 3.13336e+13 3.02909e+13 1.77112e+13 3.5724e+13 1.55141e+13
threshold=20.507515800000004 106.49500000000002 5.5000000000000009 2.5000000000000004 110.01500000000001 54.707511300000007 101.02000000000002 97.020000000000024 2.5000000000000004 102.04000000000001 3.5000000000000004 54.73499850000001 8.5000000000000018 3.5000000000000004 7.5000000000000009 9.5000000000000018 4.5000000000000009 138.05000000000004 9.5000000000000018 3.5000000000000004 54.932051950000009 54.73499850000001 125.02000000000002 142.05000000000004 4.5000000000000009 108.05000000000001 138.05000000000004 120.05000000000001 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 6 5 29 -5 -3 7 -1 -9 11 -11 -8 -6 -14 16 -16 19 -17 -19 -15 21 22 25 24 26 -7 -24 28 -27 -4
right_child=-2 2 3 4 12 20 9 8 -10 10 -12 -13 13 14 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1312.2524574302549 -4.279856322213365 -33557.748805874209 -114789.47052083335 -81725.292447916669 -22522.097254038668 -63140.137246093749 112520.31356534093 29342.673008578437 -53348.72724306005 21323.714131016884 -89512.827155172417 12118.696982758622 69657.193089788736 -22032.847331574678 123884.65218750002 -30227.970616883118 49358.152403603832 -4538.1362779017863 82629.198339843759 -100499.81458650915 -59700.972197690222 109145.09270833334 -198894.63869047619 28800.511997126439 37104.369972826091 132513.95965909094 -38759.986009837965 133284.96891084558 2978.4554166666667 -42026.277892485123
leaf_weight=18413 4053548 79 45 36 236 20 44 51 169 248 29 29 71 77 20 77 31 70 48 41 23 30 21 87 23 33 27 34 60 84
leaf_count=18413 4053548 79 45 36 236 20 44 51 169 248 29 29 71 77 20 77 31 70 48 41 23 30 21 87 23 33 27 34 60 84
internal_value=0 856.467 -5725.99 -14946.9 -5374.7 11914.1 1297.89 893.203 -34179.4 22842.1 9719.89 72634.7 -1278.39 10246.9 -1341.34 17668.2 -28771.3 6774.25 30919.8 -49296.8 21948.4 27554.2 19528.8 -11799.1 -61548 53201 -108819 71522.5 48942.7 -67408.8
internal_weight=0 20256 1273 836 707 437 18983 18633 220 350 277 73 671 435 364 215 149 195 118 118 358 335 305 158 71 147 48 127 93 129
internal_count=4073804 20256 1273 836 707 437 18983 18633 220 350 277 73 671 435 364 215 149 195 118 118 358 335 305 158 71 147 48 127 93 129
is_linear=0
shrinkage=0.1


Tree=1972
num_leaves=31
num_cat=0
split_feature=2 3 6 6 6 1 6 0 1 6 1 3 7 1 3 4 3 1 0 6 0 6 4 6 6 6 0 0 0 6
split_gain=1.46643e+12 1.07661e+13 2.09761e+13 4.21392e+13 6.92117e+13 4.03039e+13 4.02185e+13 3.8866e+13 4.84827e+13 3.60592e+13 6.41772e+13 4.598e+13 3.40365e+13 3.0811e+13 2.48737e+13 2.42879e+13 2.32307e+13 2.16943e+13 3.52113e+13 2.43522e+13 2.56717e+13 5.21824e+13 3.28081e+13 2.59514e+13 2.55684e+13 2.40792e+13 3.94734e+13 2.99289e+13 2.19942e+13 3.74186e+13
threshold=36.000000000000007 16.500000000000004 79.710000000000022 78.605000000000004 78.010000000000005 37.517483500000004 86.920000000000016 55.840017500000009 37.46219940000001 87.395000000000024 37.442254400000003 20.500000000000004 6.0000000000000009 37.740454950000007 25.500000000000004 24.500000000000004 22.500000000000004 37.543519500000009 55.696737300000009 130.05000000000004 55.649510000000014 100.05000000000001 23.500000000000004 91.02500000000002 95.045000000000016 93.050000000000011 55.579943700000008 55.554045200000012 55.81943720000001 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 -8 -12 -7 15 -14 -10 -15 19 25 20 -11 22 -22 -24 -25 26 27 -19 -20 -30
right_child=-2 2 6 7 5 12 9 -9 13 17 11 -13 14 16 -16 -17 -18 18 28 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-440.37806988844341 16.622323145553178 499.42601318015852 20055.334084432572 -113947.07045898438 13732.537531627308 190521.06678125 24093.353838273593 27424.600215480641 59504.769636140045 -34340.842336804133 -209441.09121093751 -26336.981901041669 41769.290581519715 -138177.42286458335 152757.505875 -25873.656319594113 -36977.066517557127 111870.89991122158 -17498.359760419971 71752.081037946438 63166.262816051138 -70014.056277901793 -32033.569747639391 78418.136302083338 -6842.8648621323537 16921.677446831596 124433.22709099264 -30448.734930555558 19333.3908207811 -103589.18930288462
leaf_weight=255834 3783399 29875 1675 80 176 25 51 92 54 342 32 24 105 30 25 87 93 22 394 35 110 84 139 60 85 216 68 45 521 26
leaf_count=255834 3783399 29875 1675 80 176 25 51 92 54 342 32 24 105 30 25 87 93 22 394 35 110 84 139 60 85 216 68 45 521 26
internal_value=0 -216.556 1439.78 557.743 1003.28 46479.4 8318.76 -30308.8 -45749.1 -402.958 -57060.2 -130968 83662.8 -25083.1 63113.2 6824.46 -61660.1 2420.67 10597.9 -9936.09 -13422.8 1543.7 16799.7 -1159.23 28437.5 37628.2 70758.7 16283.1 515.435 13490.6
internal_weight=0 290405 34571 30642 30206 331 3929 436 344 2254 107 56 155 264 130 141 123 2147 1292 855 820 478 394 284 145 351 135 67 941 547
internal_count=4073804 290405 34571 30642 30206 331 3929 436 344 2254 107 56 155 264 130 141 123 2147 1292 855 820 478 394 284 145 351 135 67 941 547
is_linear=0
shrinkage=0.1


Tree=1973
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 6 4 6 0 0 0 0 6 0 2 1 4 6 7 6 4 0 6 6 3 1 6 6 6 1
split_gain=1.47147e+12 2.02356e+13 1.68221e+13 1.70262e+13 2.21294e+13 2.27876e+13 1.63815e+13 1.39041e+13 1.25457e+13 1.23878e+13 7.28536e+13 4.99852e+13 3.4372e+13 2.21511e+13 5.2446e+13 2.86455e+13 2.54323e+13 2.42805e+13 2.43172e+13 2.42385e+13 2.27755e+13 2.15929e+13 7.19992e+13 3.03497e+13 2.71579e+13 2.17141e+13 2.16813e+13 3.21404e+13 2.01097e+13 2.88178e+13
threshold=82.970388650000018 82.965501500000016 6.5000000000000009 112.00500000000001 71.715000000000018 61.025000000000006 7.5000000000000009 58.305000000000007 55.080855950000007 55.080855950000007 55.102137100000007 55.061158000000006 73.41500000000002 55.390026600000006 3658.0000000000005 86.020047450000007 9.5000000000000018 85.020000000000024 6.0000000000000009 38.995000000000012 3.5000000000000004 55.348830750000012 97.020000000000024 118.04500000000002 7.5000000000000009 86.169282750000022 138.05000000000004 103.03500000000001 38.205000000000005 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 -1 3 4 5 7 -4 -3 -7 11 28 -2 -13 15 -15 17 19 18 20 -17 -12 23 -23 25 -25 -18 27 -24 29 -11
right_child=9 2 6 -5 -6 8 -8 -9 -10 10 13 12 -14 14 -16 16 21 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.4602375253635489 -252.57505678150574 -3591.007693378222 68405.525776110197 22921.046966269452 -40750.456763444214 552.86942462531886 2717.6478393346279 -29528.134554336477 47936.637265625002 -12365.371422112356 4531.9112671900839 -5499.2028090321983 -24063.974341464549 -8658.0803217402845 548.98450344813261 362.15472586872642 -10366.542583110971 -65159.531765496933 15094.035245303199 12709.716921750676 -10586.263619200214 2258.280022126311 174048.27172619049 -29374.115870225698 -167096.43705822175 12676.140009674184 189641.18656250002 25241.939145611701 26374.002261925834 39250.3555437248
leaf_weight=3450934 464988 4346 38 237 163 98 41073 217 130 358 1644 4528 1279 6699 80926 2146 1562 61 735 6134 2530 715 21 45 21 554 20 47 1400 155
leaf_count=3450934 464988 4346 38 237 163 98 41073 217 130 358 1644 4528 1279 6699 80926 2146 1562 61 735 6134 2530 715 21 45 21 554 20 47 1400 155
internal_value=0 24.4027 2101.06 -3263 -4515.64 -3282.86 2778.36 -4824.48 27569.9 -148.017 829.895 -367.724 -9588.12 473.714 -154.903 3866.54 6656.6 -2457.42 -1678.28 9509.49 -4631.72 -1256.93 12763.2 -6416.51 -73194.9 -4333.63 98116 71196.8 20167.6 3230.02
internal_weight=0 3.49724e+06 46302 5191 4954 4791 41111 4563 228 576568 105773 470795 5807 103860 87625 16235 11265 4970 4909 8280 4174 2985 803 2182 66 2116 88 68 1913 513
internal_count=4073804 3497236 46302 5191 4954 4791 41111 4563 228 576568 105773 470795 5807 103860 87625 16235 11265 4970 4909 8280 4174 2985 803 2182 66 2116 88 68 1913 513
is_linear=0
shrinkage=0.1


Tree=1974
num_leaves=31
num_cat=0
split_feature=2 5 7 1 1 1 4 0 4 6 4 4 0 1 4 4 0 6 0 0 0 1 2 0 4 1 0 0 0 1
split_gain=1.47145e+12 1.10258e+13 3.4273e+13 4.19697e+13 3.52135e+13 9.09555e+13 7.2916e+13 1.36182e+14 6.96175e+13 5.90019e+13 8.94375e+13 1.14828e+14 7.53874e+13 2.13563e+14 1.25533e+14 1.08329e+14 9.73904e+13 7.94125e+13 9.82288e+13 7.45474e+13 1.25136e+14 7.231e+13 6.53781e+13 6.34605e+13 6.26854e+13 5.88928e+13 1.2222e+14 1.92947e+14 6.69641e+13 5.93962e+13
threshold=451.00000000000006 1.5000000000000002 6.0000000000000009 36.049731800000011 37.46219940000001 37.475446350000006 15.500000000000002 55.667390500000003 8.5000000000000018 62.010000000000012 20.500000000000004 17.500000000000004 55.702806750000008 37.401708450000008 15.500000000000002 13.500000000000002 55.660117850000006 65.00500000000001 55.743464250000009 55.883833400000007 55.858844800000007 37.290808600000013 75.000000000000014 55.649510000000014 24.500000000000004 37.425454150000007 55.633951400000008 55.649510000000014 55.60524465000001 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 11 19 16 22 15 -15 25 -16 24 20 -10 -18 -14 -13 -19 29 28 -28 -27 -11
right_child=-2 2 3 4 5 -7 -8 -9 9 12 -12 23 13 14 17 -17 21 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-374.24836429222438 -26.838155474920356 1063.9061716841331 54021.621835656653 -16721.117331688321 -33067.935470033692 -1175.0761815879234 -5847.6189080775503 211727.23342391304 11527.314497270854 -3516.4000721220432 127.7188380679294 26453.766211128663 -29297.247295987218 71754.625505255841 -29383.535209314359 239680.51950683596 18617.410588568422 150332.719896789 21722.044803074677 -18025.962545967348 79336.923118143153 -44735.08159052331 1590.4261450141007 83636.428436688569 42837.760865162039 -85.612975849337218 -334715.5229166667 15690.727651515153 -30356.922914604816 21895.671080260872
leaf_weight=261462 3396489 286676 139 1898 1904 90816 3439 23 5618 2877 8254 447 825 233 219 46 219 109 881 783 286 1016 4046 343 108 2117 30 33 1116 1352
leaf_count=261462 3396489 286676 139 1898 1904 90816 3439 23 5618 2877 8254 447 825 233 219 46 219 109 881 783 286 1016 4046 343 108 2117 30 33 1116 1352
internal_value=0 134.584 454.505 -897.909 -957.068 -1922.58 -14573.5 -30146.1 1869.34 3009.1 7304.23 15226.5 -1428.18 6761.04 38508.1 99441.3 -7473.81 25599.8 36566.4 10967 14812.1 -33500.9 -3641.01 51281.2 96832.9 -3202.26 -13223.1 -151169 -10535 4607.77
internal_weight=0 677315 415853 129177 129038 96182 5366 1927 32856 30958 15731 7477 15227 6467 1596 279 8760 1317 1098 6687 5904 1235 4871 790 217 7525 3296 63 3233 4229
internal_count=4073804 677315 415853 129177 129038 96182 5366 1927 32856 30958 15731 7477 15227 6467 1596 279 8760 1317 1098 6687 5904 1235 4871 790 217 7525 3296 63 3233 4229
is_linear=0
shrinkage=0.1


Tree=1975
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 1 6 5 5 7 6 6 1 3 6 4 3 6 4 6 6 0 1 6 4 3 4 6 6 4
split_gain=1.44431e+12 6.78383e+12 1.75729e+13 1.00346e+13 7.34413e+12 1.30101e+13 2.06354e+13 9.46496e+12 9.29606e+12 7.2408e+12 7.0872e+12 8.5219e+12 2.00156e+13 1.5325e+13 1.73461e+13 1.30041e+13 8.04017e+12 7.07073e+12 1.04341e+13 1.03904e+13 6.75793e+12 9.03297e+12 6.64399e+12 6.3355e+12 6.82924e+12 6.27613e+12 6.23631e+12 6.65636e+12 6.0212e+12 5.37843e+12
threshold=11703.500000000002 6.5000000000000009 15.500000000000002 10.500000000000002 44.046956350000009 44.628646350000004 114.05000000000001 2.5000000000000004 3.5000000000000004 6.0000000000000009 130.05000000000004 82.00500000000001 65.64204770000002 1.5000000000000002 99.050000000000011 8.5000000000000018 3.5000000000000004 110.01500000000001 9.5000000000000018 69.015000000000015 75.010000000000005 44.249882500000005 72.839788400000018 73.995000000000019 8.5000000000000018 5.5000000000000009 9.5000000000000018 52.330000000000005 105.00500000000001 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 5 6 -2 -6 -8 17 11 20 13 14 -13 -15 -17 19 -19 22 29 -22 -3 26 -25 -18 -11 -28 -5 -9
right_child=1 9 -4 28 7 -7 8 10 -10 23 -12 12 -14 15 -16 16 25 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.5726943151259563 -4530.7116668671915 -5827.1182277291118 93207.412059384311 -14776.492175786896 2095.5591364513657 2623.7704189061205 -21499.233535284744 13477.089177777489 -90566.911284179689 -3271.1632502237958 -29484.01546875 140387.09061569939 123173.38340773812 -9945.9938272045511 10259.7103515625 89303.711335937507 -15166.856515625001 -29877.787792968753 52426.819049781974 -24250.06106080073 4947.4844719964103 -57964.622259706448 47538.581901041674 -49527.762449596776 371.38511932116603 58067.253018465912 11198.18708300157 53209.421306818178 -71479.961011904757 -23071.478180803573
leaf_weight=4059190 2086 835 21 173 2983 6009 38 974 40 96 40 21 21 124 20 25 25 24 43 377 74 33 24 31 238 22 88 66 21 42
leaf_count=4059190 2086 835 21 173 2983 6009 38 974 40 96 40 21 21 124 20 25 25 24 43 377 74 33 24 31 238 22 88 66 21 42
internal_value=0 992.353 1805.48 1655.18 2003.32 229.478 -6419 5295.24 -56918.6 -4716.49 12012.1 13214 29603 21311.9 76910.3 9681.62 43484.7 -8695.09 22944.6 -10410.2 9448.77 -14455.3 -4336.11 5272.18 -5379.07 19112.9 16732.9 29203 -20914.5 11966.2
internal_weight=0 14614 12792 12771 12577 8173 2164 4404 78 1822 1421 1381 258 237 41 196 72 1303 67 1236 1123 107 859 519 269 47 250 154 194 1016
internal_count=4073804 14614 12792 12771 12577 8173 2164 4404 78 1822 1421 1381 258 237 41 196 72 1303 67 1236 1123 107 859 519 269 47 250 154 194 1016
is_linear=0
shrinkage=0.1


Tree=1976
num_leaves=31
num_cat=0
split_feature=2 6 3 6 1 2 6 6 6 0 0 4 3 0 3 3 4 1 0 2 0 6 0 4 1 0 4 4 6 7
split_gain=1.56439e+12 2.1928e+12 2.36066e+12 2.55992e+12 1.4884e+12 6.29424e+12 8.38432e+12 5.43088e+12 5.15889e+12 5.08224e+12 5.02256e+12 5.00308e+12 4.88753e+12 4.59654e+12 9.23544e+12 5.55106e+12 4.74915e+12 4.3648e+12 1.59198e+13 1.40488e+13 2.00318e+13 2.02568e+13 1.85073e+13 1.78229e+13 1.85082e+13 3.49966e+13 2.75193e+13 2.66121e+13 2.59998e+13 3.65884e+13
threshold=15792.500000000002 42.205000000000005 4.5000000000000009 53.995000000000012 113.48479755000001 12544.500000000002 74.615000000000009 30.025000000000002 15.450000000000001 63.565651350000003 52.02416370000001 4.5000000000000009 2.5000000000000004 60.753246850000004 7.5000000000000009 2.5000000000000004 8.5000000000000018 94.478249850000012 50.556058150000005 9907.0000000000018 52.02416370000001 65.410000000000011 51.659529100000007 18.500000000000004 103.8879505 52.516286950000008 3.5000000000000004 2.5000000000000004 74.615000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 17 7 -7 8 10 -9 -6 -11 -12 16 15 -15 -10 -1 -19 22 21 -21 -20 24 -24 26 28 -27 -26 -30
right_child=1 2 -4 -5 5 6 -8 9 13 11 12 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=5.7878333134489068 -34560.388419858871 7884.1192212975548 22077.446765625002 -38802.501212565105 -29519.722152506511 11174.285278582829 76456.948180042615 997.8742202000002 -1292.2050182429512 -2046.2774687500003 -2745.0237610581344 -68255.428031994059 30262.261109169413 -15276.615598069024 33729.47194478353 -45798.88594608751 -26383.532346361739 43515.649849739078 -26188.15800834656 -9963.1800063292467 -3172.819913260068 -46099.736601562501 -2492.913262609758 -25613.675320674596 -11759.880501931902 21612.287067444122 5609.4880167068359 -15306.254086424304 43290.005974077758 -91145.81298828125
leaf_weight=4007935 31 23 25 24 30 186 22 24629 614 25 85 21 95 194 30 86 86 80 270 557 8147 215 13078 267 1599 223 13466 1569 169 23
leaf_count=4007935 31 23 25 24 30 186 22 24629 614 25 85 21 95 194 30 86 86 80 270 557 8147 215 13078 267 1599 223 13466 1569 169 23
internal_value=0 -12323.9 -2749.85 -15955.9 0.311596 753.006 18079.2 613.834 -5899.09 935.851 8361.89 -32272.2 14675.5 -8864.24 -19001.6 -24651.3 -4374.85 -4.54254 -1048.42 -1138.49 -4631.67 -20027.1 -122.455 109.095 337.062 2507.89 4060.63 -10712 -7584.81 27185.7
internal_weight=0 103 72 47 4.0737e+06 26103 208 25895 1220 24675 210 46 180 1010 310 280 700 4.0476e+06 39663 39583 8919 772 30664 30394 30127 17049 15257 1792 1791 192
internal_count=4073804 103 72 47 4073701 26103 208 25895 1220 24675 210 46 180 1010 310 280 700 4047598 39663 39583 8919 772 30664 30394 30127 17049 15257 1792 1791 192
is_linear=0
shrinkage=0.1


Tree=1977
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 6 0 1 0 0 1 6 0 7 6 5 4 6 6 1 7 6 0 0 6 6 6 0 2 1
split_gain=1.54968e+12 1.16032e+13 1.54832e+13 1.86679e+13 3.69404e+13 3.10073e+13 3.09409e+13 3.06979e+13 9.54266e+13 3.14464e+13 6.26983e+13 5.13656e+13 3.9243e+13 3.62606e+13 3.4985e+13 2.90334e+13 5.66339e+13 3.11471e+13 2.71218e+13 2.65187e+13 3.06982e+13 3.59626e+13 2.36438e+13 5.8855e+13 2.56921e+13 2.5474e+13 2.05853e+13 1.7812e+13 1.74819e+13 1.7051e+13
threshold=3.5000000000000004 82.825258850000026 56.805602900000004 43.862029600000007 55.883833400000007 49.010000000000012 56.067362750000008 48.411058050000008 55.520061350000013 55.79439725000001 50.136929700000003 83.010000000000005 55.806294650000005 6.0000000000000009 104.01000000000001 4.5000000000000009 2.5000000000000004 79.710000000000022 134.05000000000004 49.692247900000005 6.0000000000000009 64.015000000000015 55.737027400000009 55.520061350000013 105.00500000000001 72.50500000000001 189.00000000000003 55.801384500000005 2882.5000000000005 52.419561900000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 15 10 13 19 -13 18 -14 17 -17 28 -9 20 -11 -22 23 -12 -24 29 -20 -23 -5 -25
right_child=-2 -3 -4 4 5 6 -8 9 -10 11 22 12 14 -15 -16 16 -18 -19 26 -21 21 27 24 25 -26 -27 -28 -29 -30 -31
leaf_value=809.63067830905447 -15.29980756351784 -1556.5044635759139 2556.390154178107 -24357.616081424985 -1974.3129101293016 -32515.675396687555 -8572.7712554600021 -6071.7296165713187 -39992.160167374968 12337.956601421167 3935.8900137525948 187318.71864872685 -44890.418765625007 -26554.890264529051 128015.06761363636 6526.5182761270498 190666.94808084238 -22607.066428543898 103008.68879028321 -39938.393966898431 -10514.516405173983 130119.83345170454 18587.308593279748 -4273.9752186936594 131045.07873883931 -89815.0132686492 -21244.838203125 29285.540347077127 1853.8568235427742 -41783.366656413476
leaf_weight=123609 3837650 30943 31611 269 10560 596 5717 4682 722 4366 13961 27 25 957 22 61 23 665 40 116 1156 22 623 260 21 62 20 86 4705 227
leaf_count=123609 3837650 30943 31611 269 10560 596 5717 4682 722 4366 13961 27 25 957 22 61 23 665 40 116 1156 22 623 260 21 62 20 86 4705 227
internal_value=0 248.631 520.821 150.162 -1480.46 -5288.84 -10833.2 459.846 -5733.81 1956.42 142.464 8455.8 91238.9 -8798.99 36044.1 -1411.85 56945.9 -2281.17 -5215.6 7389.68 8364.82 -5358.85 3505.1 2672.94 22254.4 -29443.7 61590.8 49825.9 436.308 -21757.8
internal_weight=0 236154 205211 173600 49991 16873 6313 33118 6445 26673 20853 5820 74 5699 47 5723 84 5639 4742 5746 5630 1264 15154 14510 644 549 60 108 4974 487
internal_count=4073804 236154 205211 173600 49991 16873 6313 33118 6445 26673 20853 5820 74 5699 47 5723 84 5639 4742 5746 5630 1264 15154 14510 644 549 60 108 4974 487
is_linear=0
shrinkage=0.1


Tree=1978
num_leaves=31
num_cat=0
split_feature=1 4 7 1 6 6 3 6 0 1 1 6 4 4 0 1 6 6 6 6 4 1 6 0 6 3 6 3 1 4
split_gain=1.52426e+12 5.36111e+12 1.17353e+13 1.2588e+13 1.45589e+13 1.43242e+13 7.83255e+12 1.21409e+13 7.15496e+12 7.71087e+12 7.41947e+12 6.34733e+12 6.04669e+12 1.89906e+13 3.04733e+13 1.24382e+13 1.6414e+13 1.14127e+13 3.74729e+13 1.08368e+13 1.80286e+13 3.58115e+13 1.31059e+13 1.53737e+13 1.90247e+13 1.25382e+13 1.23925e+13 1.09117e+13 1.03521e+13 9.46289e+12
threshold=83.658467900000019 24.500000000000004 6.0000000000000009 92.791023150000015 88.00500000000001 91.02500000000002 13.500000000000002 62.995000000000012 55.988910100000005 83.754481100000007 92.948588300000011 45.005000000000003 20.500000000000004 19.500000000000004 56.020150250000007 92.90968070000001 45.005000000000003 98.020000000000024 80.030000000000015 61.025000000000006 21.500000000000004 103.8879505 88.00500000000001 56.041614100000011 92.02500000000002 20.500000000000004 114.05000000000001 2.5000000000000004 92.791023150000015 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 12 3 6 -5 -6 11 -8 9 -4 -10 -3 13 -2 17 28 -17 18 -15 -14 21 -21 27 24 -24 26 29 -22 -16 -26
right_child=1 2 8 4 5 -7 7 -9 10 -11 -12 -13 19 14 15 16 -18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-14.672944311511628 305.78532967933739 -11269.145821220931 -23091.894010416669 -2504.4539855789149 -95269.368683035718 -6027.9331925675679 12556.225074303669 -74282.240662202385 -5381.7909903405816 14967.405064624851 14706.636579650303 -55902.820955602139 176.27265059847079 -25369.071351408675 48162.394514508931 2439.1494495738639 122021.91153971356 34801.135456730772 -137639.37993164064 112218.93587372451 -55470.48828125 -22541.800852272729 86323.267838541666 -62403.598291015631 -19463.019016335227 51498.792016601568 -59216.845359375002 19552.934590824949 -17428.651412527903 31035.132233537952
leaf_weight=3852148 214900 43 60 818 35 37 69 21 1385 472 212 123 1796 419 35 22 24 26 32 49 20 33 24 44 110 32 50 632 77 56
leaf_count=3852148 214900 43 60 818 35 37 69 21 1385 472 212 123 1796 419 35 22 24 26 32 49 20 33 24 44 110 32 50 632 77 56
internal_value=0 255 -3760.96 -11920 -6298.99 -49409.2 -31461.6 -7706.08 630.873 10675 -2715.07 -44341.1 315.227 254.761 -17013.2 21049.8 64830.2 -29621.1 -33335 4894.46 12964.8 57986 9151.03 -7562.8 1308.5 -6918.73 -15573.2 17251.6 3068.55 -2427.5
internal_weight=0 221656 3275 1146 890 72 256 90 2129 532 1597 166 218381 215535 635 158 46 477 451 2846 1050 82 968 316 272 248 216 652 112 166
internal_count=4073804 221656 3275 1146 890 72 256 90 2129 532 1597 166 218381 215535 635 158 46 477 451 2846 1050 82 968 316 272 248 216 652 112 166
is_linear=0
shrinkage=0.1


Tree=1979
num_leaves=31
num_cat=0
split_feature=5 2 0 4 6 3 6 6 1 1 1 1 3 4 6 0 0 6 2 3 4 1 0 1 0 0 1 4 1 1
split_gain=1.43665e+12 1.92525e+13 1.90781e+13 2.91504e+13 1.52304e+13 1.03281e+13 9.84652e+12 2.86369e+13 1.45589e+13 2.25258e+13 1.92403e+13 1.62029e+13 1.32247e+13 1.28259e+13 8.43282e+12 1.22309e+13 6.4343e+12 5.57853e+12 4.72184e+12 2.20458e+12 1.4682e+12 1.73962e+13 4.45553e+13 8.02117e+13 8.26859e+13 8.46934e+13 5.28927e+13 5.26012e+13 1.47249e+14 4.16356e+13
threshold=6.5000000000000009 2828.5000000000005 55.418618900000006 7.5000000000000009 138.05000000000004 6.5000000000000009 88.00500000000001 138.05000000000004 39.777866350000004 38.97264950000001 43.56803845000001 49.195555600000006 6.5000000000000009 5.5000000000000009 189.00000000000003 59.933037250000005 59.933037250000005 46.420000000000009 3062.5000000000005 2.5000000000000004 16.500000000000004 82.941727000000014 55.02095400000001 82.963919600000011 55.039488700000007 55.026775150000006 82.966990000000024 22.500000000000004 82.963919600000011 82.961694200000011
decision_type=2 2 2 2 2 2 2 2 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 4 19 -5 17 -8 9 -9 -10 12 -12 -13 15 -6 -16 -3 -19 -4 -1 -22 26 24 25 -24 27 -23 -29 -26
right_child=1 6 3 5 14 -7 7 8 10 -11 11 13 -14 -15 16 -17 -18 18 -20 -21 21 22 23 -25 29 -27 -28 28 -30 -31
leaf_value=-31.867104932395861 98665.31451562501 -32993.013069661458 56908.489620535722 -112713.08089843752 -52469.375739020274 -23932.430557331289 -119554.27695312501 -39959.779618566179 -125086.38214285714 72793.390118243246 -25705.371081542969 -11180.238658405173 71364.860750000007 -105230.47004310344 66334.478512752758 32684.139742943546 -494.85472265625003 55209.004275173618 -450.02773437500002 102729.85565476191 249.83012589375522 2568.9240824513727 -6001.3171034693514 -538.96049393664669 -818.33376980488538 -31927.484471191467 -1779.9764563097833 9524.6890082285518 79011.930919005812 -19940.595898176245
leaf_weight=3146879 25 24 21 20 37 38 32 34 21 37 32 29 25 29 34 31 25 27 35 21 840532 13724 2332 27997 7131 2741 27160 3037 339 1355
leaf_count=3146879 25 24 21 20 37 38 32 34 21 37 32 29 25 29 34 31 25 27 35 21 840532 13724 2332 27997 7131 2741 27160 3037 339 1355
internal_value=0 -4989.5 15754.7 6623.58 27616.8 -54546.4 -21074.2 -31515.4 -17905.6 18798.9 -37067.5 -20994.4 16869.3 -58205.4 10353.1 -13649.4 38017 7942.56 23788.6 79819.2 0.706796 111.363 -1244.87 -3596.42 -9909.53 -20009.5 963.02 5319.73 16502.2 -3871.68
internal_weight=0 577 252 227 169 58 325 239 207 71 136 115 57 58 127 68 59 86 62 42 4.07323e+06 926348 85816 41556 13559 5073 44260 17100 3376 8486
internal_count=4073804 577 252 227 169 58 325 239 207 71 136 115 57 58 127 68 59 86 62 42 4073227 926348 85816 41556 13559 5073 44260 17100 3376 8486
is_linear=0
shrinkage=0.1


Tree=1980
num_leaves=31
num_cat=0
split_feature=2 1 1 4 4 6 0 4 3 0 2 0 4 1 1 0 0 0 4 4 7 0 0 1 6 6 0 4 1 0
split_gain=1.7064e+12 8.66221e+12 2.53555e+13 2.94261e+13 3.04268e+13 3.0569e+13 4.09769e+13 3.69585e+13 3.78172e+13 3.01013e+13 4.71289e+13 4.35102e+13 2.81987e+13 2.4956e+13 6.45592e+13 6.23711e+13 3.60271e+13 3.29439e+13 3.6582e+13 6.65706e+13 4.0827e+13 4.55138e+13 3.69323e+13 3.38027e+13 3.37131e+13 3.2637e+13 3.28262e+13 3.50625e+13 3.57766e+13 2.69082e+13
threshold=3338.0000000000005 56.805602900000004 60.516422150000004 26.500000000000004 5.5000000000000009 41.365000000000002 57.670849000000011 13.500000000000002 7.5000000000000009 53.506098950000009 6082.0000000000009 59.898927250000007 14.500000000000002 56.128886000000001 54.62357655000001 58.603553700000006 61.78914120000001 57.978821400000008 8.5000000000000018 5.5000000000000009 6.0000000000000009 58.08467765000001 58.010305850000002 56.240615550000008 62.375000000000007 77.565000000000012 57.892117950000006 17.500000000000004 55.957851400000003 58.010305850000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -8 -9 -3 -11 -12 -10 14 -2 17 25 23 19 20 -19 22 -22 -15 -21 26 -16 28 -28 -20
right_child=1 2 -4 -5 5 6 7 8 12 10 11 -13 -14 15 16 -17 -18 18 29 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-53.876731863682643 507.18837056996227 7305.3451485288315 58.047596929902163 34730.230903477823 -199.06210013377282 -10243.242008208917 3955.5140726372515 39709.977685546881 -99416.975028614339 -7846.0609698030912 1445.8470905049005 -36701.359971653903 12080.396611328126 3230.6786872844709 -33044.372923445138 -19745.294173933387 -56678.723565155233 7371.3653760221923 6192.3153483505466 18385.343347796272 19945.461305553508 -18078.372458767361 97606.523426724132 -12760.062206162411 66236.170401942174 -32237.66505155903 -10657.272057690469 -31552.572604660105 4340.531674597366 -3895.4026201866272
leaf_weight=2406287 307336 4554 1264352 217 9067 12278 3511 40 93 8316 22627 303 30 4002 422 1111 153 6062 9025 272 106 90 145 1974 321 506 2901 442 3521 3740
leaf_count=2406287 307336 4554 1264352 217 9067 12278 3511 40 93 8316 22627 303 30 4002 422 1111 153 6062 9025 272 106 90 145 1974 321 506 2901 442 3521 3740
internal_value=0 77.7461 -38.0524 -2028.75 -2159.9 -4835.47 -7470.77 1794.46 -44754.4 -290.073 -1397.08 941.765 -72222.5 526.342 277.113 3453.09 -8622.88 4454.51 6421.98 12233.8 9265.24 42932.9 64809.4 -2051.4 44287.7 -7679.28 -5973.74 -4309.44 -2434.4 3236.73
internal_weight=0 1.66752e+06 1.32539e+06 61036 60819 25019 15952 3674 163 35800 31246 22930 123 342129 315281 26848 7945 25737 19761 6996 6403 341 251 5976 593 7792 7286 6864 6422 12765
internal_count=4073804 1667517 1325388 61036 60819 25019 15952 3674 163 35800 31246 22930 123 342129 315281 26848 7945 25737 19761 6996 6403 341 251 5976 593 7792 7286 6864 6422 12765
is_linear=0
shrinkage=0.1


Tree=1981
num_leaves=31
num_cat=0
split_feature=1 3 0 1 5 0 2 0 0 6 6 6 6 6 6 4 7 0 6 6 5 6 6 5 6 4 4 0 3 4
split_gain=1.65148e+12 8.84036e+12 8.30148e+12 8.08871e+12 4.67496e+13 3.9039e+13 7.41122e+13 4.62155e+13 3.39907e+13 4.0485e+13 3.37909e+13 3.37083e+13 2.59784e+13 3.82079e+13 3.22413e+13 4.97125e+13 3.06442e+13 8.36865e+13 4.71204e+13 4.90719e+13 3.89524e+13 5.33538e+13 3.32174e+13 3.30132e+13 3.03822e+13 2.96164e+13 1.1935e+14 3.36728e+13 2.7784e+13 2.67771e+13
threshold=30.084656550000002 19.500000000000004 54.604289300000012 30.157841000000001 4.5000000000000009 59.825842200000004 3338.0000000000005 58.603553700000006 60.028671700000011 52.990000000000002 78.605000000000004 97.020000000000024 142.05000000000004 120.05000000000001 110.01500000000001 7.5000000000000009 6.0000000000000009 59.848366150000011 87.395000000000024 70.00500000000001 1.5000000000000002 61.425000000000004 83.010000000000005 3.5000000000000004 82.905000000000015 5.5000000000000009 7.5000000000000009 59.856552950000008 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 2 -1 4 5 6 11 -8 9 -7 -10 -2 13 14 16 -16 17 18 19 -11 21 -19 24 -22 25 27 -27 -18 -15 -28
right_child=3 -3 -4 -5 -6 8 7 -9 10 12 -12 -13 -14 28 15 -17 22 20 -20 -21 23 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-37349.220175622329 -17353.215958741857 -22438.175919773268 -437.31861802091089 -1.7360882784581699 133715.22161458334 598.39535059511434 -90770.369538983447 13362.213006829828 -10100.932500604817 8521.9942147856782 -108941.64347873266 -86134.890382179059 -93712.540013586957 122447.58920717594 -126053.62923018292 48694.791087962964 82234.896026976508 37889.461276971728 110591.18864182693 -45871.62086193727 33359.43486452783 210846.65161290322 -11423.824513098676 163069.37113281252 103473.72447916667 -142949.32851562501 -14093.057593725483 9897.0748261991921 -304.3969168526786 16666.637455788157
leaf_weight=61 1918 184 52230 4005167 27 6385 44 1359 882 927 36 74 23 54 41 27 117 42 39 202 1038 31 805 20 36 52 351 143 28 1461
leaf_count=61 1918 184 52230 4005167 27 6385 44 1359 882 927 36 74 23 54 41 27 117 42 39 202 1038 31 805 20 36 52 351 143 28 1461
internal_value=0 -557.372 -480.378 7.27324 2239.91 2019.9 -7508.72 10096.5 4559.12 5998.49 -13977 -19908.4 12340.1 12790.7 11748.9 -56668.2 12632.7 21297.5 2523.01 -1210.08 40686.2 111337 5914.19 35811.4 12375.8 10831.8 6421.64 42449.1 80532.3 10708.2
internal_weight=0 52475 52291 4.02133e+06 16162 16135 3395 1403 12740 11822 918 1992 5437 5414 5332 68 5264 2299 1168 1129 1131 73 2965 1058 2160 2124 1864 260 82 1812
internal_count=4073804 52475 52291 4021329 16162 16135 3395 1403 12740 11822 918 1992 5437 5414 5332 68 5264 2299 1168 1129 1131 73 2965 1058 2160 2124 1864 260 82 1812
is_linear=0
shrinkage=0.1


Tree=1982
num_leaves=31
num_cat=0
split_feature=0 6 1 1 2 6 4 1 6 1 1 1 4 1 2 1 4 1 4 2 1 1 4 6 1 5 4 6 4 6
split_gain=1.57419e+12 2.30918e+13 2.73729e+13 2.73928e+13 2.03389e+13 1.80436e+13 2.17607e+13 1.96484e+13 1.54502e+13 2.79924e+13 1.4254e+13 2.16371e+13 3.00835e+13 1.47631e+13 1.39693e+13 2.30186e+13 1.97673e+13 1.79814e+13 2.2855e+13 1.68488e+13 1.40634e+13 1.17383e+13 1.05897e+13 1.47972e+13 9.55921e+12 9.45692e+12 9.36023e+12 1.16501e+13 1.52722e+13 1.34055e+13
threshold=63.565651350000003 68.515000000000015 59.999510900000011 39.777866350000004 14143.500000000002 71.715000000000018 8.5000000000000018 53.67029225000001 69.605000000000004 53.252814850000007 72.839788400000018 59.999510900000011 8.5000000000000018 63.728898350000001 8009.5000000000009 30.624707450000006 5.5000000000000009 39.843340650000009 5.5000000000000009 14143.500000000002 34.382014200000008 63.728898350000001 3.5000000000000004 96.050000000000011 30.624707450000006 1.5000000000000002 13.500000000000002 103.03500000000001 3.5000000000000004 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 24 6 7 -5 9 -8 11 14 13 -13 17 16 -16 18 -2 20 -17 -4 -23 -24 -3 -14 27 28 -7 -29
right_child=1 2 21 5 -6 26 8 -9 -10 -11 -12 12 25 -15 15 19 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.6271681520671795 63788.213008485996 -25348.25255102041 -62577.185463794311 72179.259767539843 16062.644906556374 -36861.161893503297 113316.87315429687 -16491.40782844388 -40884.813180976867 -20618.814600297097 11629.341639879602 -21647.350990125869 -10947.511383928571 930.64794051296474 31954.335742382038 -31636.176619569189 -23598.062774516264 4365.1896924479179 10409.430370342548 3884.2491374960382 -1980.5008043382991 36475.796347230855 -17567.621304439508 -72865.979308143025 -82769.72365757043 -59722.733662180661 -10865.107102050781 -56176.641258574702 28723.16417861628 26269.683326480266
leaf_weight=4059981 116 49 67 51 51 38 20 49 200 71 1592 369 56 1346 251 464 86 6294 260 419 244 33 697 52 71 137 120 41 541 38
leaf_count=4059981 116 49 67 51 51 38 20 49 200 71 1592 369 56 1346 251 464 86 6294 260 419 244 33 697 52 71 137 120 41 541 38
internal_value=0 1065.34 -8357.22 543.793 -36839.3 6012.15 -11512.8 28730.6 -25342.1 8817.6 2838.25 1444.56 -8139.57 -3927.24 3692.72 -5152.88 17777.8 5634.24 26877.4 -12009.7 -21415.9 -22405.9 -18964.1 -21406.8 -59322.6 -45570.3 14819.7 19503.8 24418.8 -16518.9
internal_weight=0 13823 2189 1340 171 1169 391 100 291 91 11634 10042 1908 1715 8134 1464 337 6670 376 1127 708 849 782 749 120 193 778 658 579 79
internal_count=4073804 13823 2189 1340 171 1169 391 100 291 91 11634 10042 1908 1715 8134 1464 337 6670 376 1127 708 849 782 749 120 193 778 658 579 79
is_linear=0
shrinkage=0.1


Tree=1983
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 0 0 0 4 6 6 4 3 4 7 6 6 6 6 3 3 0 4 6 6 4 6 0
split_gain=1.5292e+12 1.86066e+13 6.50105e+13 8.37578e+13 7.98955e+13 1.16316e+14 2.64348e+14 9.41455e+13 8.81425e+13 1.42791e+14 1.70975e+14 7.65908e+13 9.33764e+13 7.5909e+13 7.88748e+13 7.5488e+13 1.6557e+14 1.41614e+14 1.75405e+14 1.84498e+14 9.55691e+13 8.85767e+13 1.14936e+14 7.1584e+13 5.35048e+13 5.25659e+13 5.24489e+13 6.33859e+13 4.87167e+13 4.74481e+13
threshold=43.56803845000001 39.939672500000007 45.067157700000003 4137.5000000000009 40.377616600000003 40.024897700000004 43.472751400000007 45.029425500000009 44.249882500000005 43.687280500000007 14.500000000000002 41.990000000000002 82.00500000000001 3.5000000000000004 2.5000000000000004 5.5000000000000009 6.0000000000000009 70.00500000000001 80.720000000000013 104.01000000000001 62.995000000000012 8.5000000000000018 2.5000000000000004 57.670849000000011 12.500000000000002 116.05000000000001 40.490000000000002 3.5000000000000004 58.045000000000009 57.634352600000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 13 -6 9 10 26 -11 -13 14 -3 17 -17 -15 -19 -20 21 22 -18 24 25 -4 -7 -28 -16 -27
right_child=-2 2 3 -5 7 8 -8 -9 -10 11 -12 12 -14 15 28 16 20 18 19 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=15.483406801104719 61.79193589168765 -37840.117303277111 -3957.5700592739067 3049.3031869777374 -2139.399167169564 11232.156574626546 -100810.61078091327 8294.8022315836843 5351.7454257959489 48429.093776523921 -255527.03898437499 237395.48052770106 62914.075605867351 20207.181660822684 20860.783941945047 -25054.086349055629 246065.17098214288 216136.42884339081 -100716.65815067998 186891.2747532895 -104614.46472800926 228872.33734375003 22705.349513221154 -39832.605224693718 -19548.509286737779 -56819.216811555358 156593.71413934426 47909.092102981369 187348.41671875003 54240.491823508521
leaf_weight=1930400 2019552 547 46451 15285 42472 364 232 10858 681 81 20 82 49 1491 145 813 28 87 54 38 27 40 130 597 2403 306 61 446 20 44
leaf_count=1930400 2019552 547 46451 15285 42472 364 232 10858 681 81 20 82 49 1491 145 813 28 87 54 38 27 40 130 597 2403 306 61 446 20 44
internal_value=0 -60.7482 -1248.92 -3425.92 1162.21 12711.2 2487.4 -14.9934 33640.2 51105.7 33555.1 124868 172131 9494.75 -19560.1 17134 -4043.5 30297 114341 18077.9 71874.8 95941.5 62288.1 -5413.31 -4995.7 -4248.48 40193.1 60985.5 41041.1 -42857.4
internal_weight=0 2.05425e+06 123852 65086 58766 5436 3652 53330 1784 1103 891 212 131 3420 712 2708 1038 1670 179 92 225 198 158 49801 49204 46801 871 507 165 350
internal_count=4073804 2054252 123852 65086 58766 5436 3652 53330 1784 1103 891 212 131 3420 712 2708 1038 1670 179 92 225 198 158 49801 49204 46801 871 507 165 350
is_linear=0
shrinkage=0.1


Tree=1984
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 0 7 1 6 0 0 1 1 0 6 6 1 1 1 6 6 6 6 6 1 5 6 6 1 6
split_gain=1.68163e+12 1.16427e+13 2.70617e+13 5.67214e+13 4.19539e+13 3.82189e+13 3.70127e+13 2.45527e+13 4.26451e+13 2.42583e+13 2.66803e+13 2.41402e+13 4.15485e+13 3.25995e+13 6.04635e+13 5.3139e+13 2.87333e+13 6.86812e+13 2.76408e+13 4.77301e+13 3.39078e+13 2.49095e+13 2.41251e+13 2.39637e+13 2.35668e+13 2.31692e+13 3.59742e+13 3.13656e+13 5.55275e+13 5.18891e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 97.020000000000024 55.667390500000003 6.0000000000000009 37.804148700000006 81.02500000000002 55.910578700000009 55.922096200000006 82.956351500000011 82.825258850000026 55.007293000000011 112.00500000000001 54.410000000000004 63.728898350000001 65.559704250000024 82.941727000000014 105.00500000000001 102.04000000000001 63.140000000000008 122.65000000000002 110.01500000000001 82.886781200000016 4.5000000000000009 138.05000000000004 118.04500000000002 30.303340300000002 99.050000000000011
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 -5 9 25 -9 -7 -11 12 16 14 15 -14 -4 21 19 20 24 -18 -21 -19 -15 -2 27 28 29 -27
right_child=1 -3 11 4 -6 6 -8 8 -10 10 -12 -13 13 18 -16 -17 17 23 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=258.99998886721926 948.50154350637536 15.668078062802833 -2496.5660266701307 -22661.557471539225 -120792.9432421875 10680.778621897978 9661.7831965433288 -8875.3683065084933 -90124.541293025366 85983.161684113307 37960.934085661596 1746.8399116505368 -15876.354183551841 -52012.246161358176 135693.62214673913 -60353.967253491144 16429.710138446648 -3938.5563242662133 -21223.35228903938 -85170.595739462224 107814.96649816177 48018.28989501953 -367.21661931818181 103381.68095238095 9913.2517205306885 -154460.14875000002 60076.71405445772 -45438.408436239923 81671.937038780132 37818.303640747072
leaf_weight=236154 27886 3715317 69290 146 20 136 434 1013 69 203 269 15618 1002 65 23 367 710 2253 718 86 34 385 55 21 1127 25 170 93 83 32
leaf_count=236154 27886 3715317 69290 146 20 136 434 1013 69 203 269 15618 1002 65 23 367 710 2253 718 86 34 385 55 21 1127 25 170 93 83 32
internal_value=0 -15.9378 -975.826 1600.53 22837.3 25255.3 31969.2 727.088 -14056.7 47892.5 58614.6 -1834.45 -2569.1 -13248 -25098.5 -27799.9 -2058.07 6960.4 -5336.25 3008.25 9345.14 27536.2 -52091.3 -2947.47 6536.44 1292.54 25098.6 -421.971 29481.8 -46514.4
internal_weight=0 3.83765e+06 122333 30579 1208 1188 1042 29371 1082 608 472 91754 76136 3477 1392 1369 72659 3369 2085 1367 1226 1095 141 2274 1192 28289 403 233 140 57
internal_count=4073804 3837650 122333 30579 1208 1188 1042 29371 1082 608 472 91754 76136 3477 1392 1369 72659 3369 2085 1367 1226 1095 141 2274 1192 28289 403 233 140 57
is_linear=0
shrinkage=0.1


Tree=1985
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 4 0 0 4 4 6 4 0 5 0 0 7 1 6 4 4 0 4 0 0 1 6 6 4 6
split_gain=1.69434e+12 1.91668e+13 6.13593e+13 8.92616e+13 4.31336e+14 1.87117e+14 1.07898e+14 1.11044e+14 1.62798e+14 1.01456e+14 9.50244e+13 9.28377e+13 9.08708e+13 9.87091e+13 8.37219e+13 1.81966e+14 1.05378e+14 9.12187e+13 8.49056e+13 7.43784e+13 7.24598e+13 6.99684e+13 6.82455e+13 6.58066e+13 8.76751e+13 8.76949e+13 8.25912e+13 6.26656e+13 6.06544e+13 6.03768e+13
threshold=37.343102500000008 37.401708450000008 75.000000000000014 55.667390500000003 55.685785750000008 20.500000000000004 55.910578700000009 55.81943720000001 11.500000000000002 9.5000000000000018 103.03500000000001 15.500000000000002 55.883833400000007 1.5000000000000002 55.850146250000009 55.840017500000009 6.0000000000000009 37.374856000000008 99.050000000000011 3.5000000000000004 14.500000000000002 56.041614100000011 2.5000000000000004 55.850146250000009 55.806294650000005 37.374856000000008 58.305000000000007 55.015000000000008 22.500000000000004 92.02500000000002
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 19 -4 9 6 7 10 12 27 -6 -12 -9 -14 15 17 -16 -10 20 22 -18 -8 -2 24 28 29 -25 -5 -7 -26
right_child=1 -3 3 4 5 23 21 8 14 -11 11 -13 13 -15 16 -17 18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-156.08154955397495 -70573.729115853654 4.3386910745595264 -2703.0208876751253 150124.30610758465 20134.661237205222 -67378.434580221743 -54039.730438378909 87419.837326395034 43042.998695611685 17620.068274456524 -104656.86584000789 82710.93744255515 64001.834765625004 321759.090619992 -6102.2314919042228 363697.56687500002 10053.588841239571 169575.59961853028 -95571.101013513515 -3867.1749846404296 85074.475592365518 17755.62344452829 69201.130786546608 3772.9502708630689 26073.941316461838 81530.965723068308 -24356.545058341013 319832.52312899503 -860.71643894001591 -23731.323063739979
leaf_weight=594077 41 3448569 6904 36 1350 170 250 221 519 23 119 34 24 39 655 20 191 64 37 12718 395 297 236 2496 1221 237 1794 55 708 304
leaf_count=594077 41 3448569 6904 36 1350 170 250 221 519 23 119 34 24 39 655 20 191 64 37 12718 395 297 236 2496 1221 237 1794 55 708 304
internal_value=0 26.6471 2495.74 6249.35 11738.9 9759.36 26373.8 32552.3 47049.5 205268 11669.9 -63019.6 117621 223566 36394.3 67108 21902.6 56933.4 51345.9 -2750.66 60622.3 -15057.6 48512.4 -345.928 12076.2 24940.3 -7990.29 252695 -13740 16145.5
internal_weight=0 3.47973e+06 31158 18163 11259 11145 4215 3668 2165 114 1503 153 284 63 1881 603 1278 583 623 12995 586 547 277 6930 2640 1762 4290 91 878 1525
internal_count=4073804 3479727 31158 18163 11259 11145 4215 3668 2165 114 1503 153 284 63 1881 603 1278 583 623 12995 586 547 277 6930 2640 1762 4290 91 878 1525
is_linear=0
shrinkage=0.1


Tree=1986
num_leaves=31
num_cat=0
split_feature=1 3 6 5 6 1 6 3 3 3 6 5 6 0 3 4 6 6 5 1 4 0 6 0 4 6 1 3 6 6
split_gain=1.46549e+12 1.18652e+13 1.69015e+13 3.09816e+13 1.78728e+13 2.23747e+13 1.79265e+13 1.57926e+13 1.90198e+13 2.221e+13 2.09064e+13 3.67885e+13 2.34654e+13 2.79424e+13 2.37307e+13 2.11834e+13 1.79547e+13 1.84305e+13 1.74517e+13 2.48735e+13 1.66757e+13 3.32837e+13 1.84847e+13 2.2977e+13 2.76911e+13 1.62879e+13 1.54311e+13 3.34553e+13 4.69646e+13 4.68548e+13
threshold=30.226173900000003 16.500000000000004 106.49500000000002 3.5000000000000004 51.015000000000008 30.084656550000002 52.330000000000005 24.500000000000004 23.500000000000004 22.500000000000004 78.010000000000005 2.5000000000000004 80.030000000000015 59.990753350000013 18.500000000000004 23.500000000000004 74.615000000000009 73.00500000000001 2.5000000000000004 30.205407000000005 19.500000000000004 60.002985000000002 55.405000000000008 60.034792100000011 20.500000000000004 75.010000000000005 30.205407000000005 8.5000000000000018 73.00500000000001 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 26 3 4 -3 -6 -7 8 9 10 11 16 -12 15 -15 -14 17 20 19 -11 21 -8 -22 -24 -25 -13 -1 28 29 -28
right_child=-2 2 -4 -5 5 6 7 -9 -10 18 12 25 13 14 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-62.902054426577131 9.6168100585312022 -615.4420724993488 -26785.244749232705 89984.485501453499 -30324.23771213564 54134.47625492845 30214.469455457089 82786.488810483876 -47650.485201461233 109832.50056966145 -90157.455626723357 92545.250634177341 -5377.6486331569695 123676.67070312501 12420.360315443066 -76654.679521122685 90575.674710648149 -73566.149305555547 123040.97166015625 -20204.590254934214 -6552.6268819754468 -65883.664993990387 14843.335881514431 164042.65000000002 40953.908585611985 23820.741806806145 -5267.1072297397768 2435.8467770399589 8616.2193336472501 -21868.684168243093
leaf_weight=81363 3971697 2707 168 43 119 107 67 31 54 24 34 83 183 26 73 54 27 27 30 38 280 78 527 22 108 59 5823 5952 1599 2401
leaf_count=81363 3971697 2707 168 43 119 107 67 31 54 24 34 83 183 26 73 54 27 27 30 38 280 78 527 22 108 59 5823 5952 1599 2401
internal_value=0 -374.069 4392.11 5483.09 4719.42 11760.6 14352.8 12020.4 10797.6 12611.5 9942.06 16002.4 -10990.6 -2979.71 41639.2 -21618 10003.8 8042.22 60428.6 30132.3 10078.7 -21479.7 14962.3 24131.5 61784.3 63990.7 -617.878 -3480.29 -7065.03 -10113.9
internal_weight=0 102107 4969 4801 4758 2051 1932 1825 1794 1740 1648 1278 370 336 99 237 1136 1109 92 62 1082 145 937 657 130 142 97138 15775 9823 8224
internal_count=4073804 102107 4969 4801 4758 2051 1932 1825 1794 1740 1648 1278 370 336 99 237 1136 1109 92 62 1082 145 937 657 130 142 97138 15775 9823 8224
is_linear=0
shrinkage=0.1


Tree=1987
num_leaves=31
num_cat=0
split_feature=6 0 0 0 6 1 0 0 1 5 1 6 4 4 4 3 6 6 4 0 3 3 1 6 0 4 4 3 5 6
split_gain=1.47914e+12 8.58142e+12 1.78213e+13 9.8561e+13 8.18338e+13 4.94475e+13 5.36425e+13 4.23323e+13 3.78172e+13 3.74311e+13 7.29607e+13 1.2382e+14 9.46262e+13 5.86537e+13 4.78714e+13 4.33884e+13 3.86774e+13 3.55019e+13 7.50979e+13 3.43707e+13 4.75708e+13 1.19629e+14 5.03425e+13 7.04793e+13 6.80732e+13 1.33001e+14 8.52661e+13 8.95603e+13 5.90427e+13 5.59455e+13
threshold=88.00500000000001 59.933037250000005 56.904718250000009 57.113979900000011 120.05000000000001 65.493200550000012 57.60122925000001 57.174562350000009 65.64204770000002 3.5000000000000004 65.559704250000024 116.05000000000001 8.5000000000000018 15.500000000000002 14.500000000000002 7.5000000000000009 142.05000000000004 106.49500000000002 9.5000000000000018 57.14107305000001 21.500000000000004 17.500000000000004 65.559704250000024 98.020000000000024 57.125462300000009 9.5000000000000018 13.500000000000002 2.5000000000000004 2.5000000000000004 134.05000000000004
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 -4 6 -5 8 9 19 15 17 -13 14 16 -11 -14 18 -12 20 21 22 24 -24 25 -7 -26 -28 -25 -30
right_child=1 -3 3 5 -6 7 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 28 26 -27 27 -29 29 -31
leaf_value=14.727965580978768 -44.866340003855733 1779.0149459631914 -14086.540131624257 -17494.75081209854 -66604.646364563901 128887.84986596201 -1542.4398007270106 -13370.411994465299 -33232.334031551931 -5031.9724675958814 -42926.158789634705 212910.60812088815 18394.394041500236 -43073.594124348958 204498.13063858697 -48579.732356848341 102195.87912234043 -99008.464507004319 124270.23136488971 22193.250145083013 145113.42500000002 -161544.75709484014 -10322.45060980205 -78256.713707386371 -38544.170148300545 -13755.42126223386 -98297.657174744905 49315.935083965232 79894.247190955095 -3862.5751583979686
leaf_weight=3844148 178969 19170 2595 2379 335 102 18502 983 207 836 128 38 133 60 23 315 94 58 34 2696 24 43 311 33 656 182 49 255 342 104
leaf_count=3844148 178969 19170 2595 2379 335 102 18502 983 207 836 128 38 133 60 23 315 94 58 34 2696 24 43 311 33 656 182 49 255 342 104
internal_value=0 -246.527 -431.003 -2623.68 -20091.2 -833.364 -3359.91 6012.83 8846.94 10183.7 -2477.42 26849.8 63972.7 45715.8 67025.3 -16949.9 53096.3 -31872.1 -7835.56 14720.8 5132.2 3514.7 7004.15 26746 -5532.9 37475.6 -18256.2 25523 50813.5 60363.5
internal_weight=0 229656 210486 31517 2930 28587 20881 7706 6723 6516 1719 568 348 310 250 1151 227 220 162 4797 2101 2077 2034 790 1244 284 960 304 479 446
internal_count=4073804 229656 210486 31517 2930 28587 20881 7706 6723 6516 1719 568 348 310 250 1151 227 220 162 4797 2101 2077 2034 790 1244 284 960 304 479 446
is_linear=0
shrinkage=0.1


Tree=1988
num_leaves=31
num_cat=0
split_feature=6 4 5 3 1 0 0 1 3 0 0 0 2 3 1 1 1 1 4 1 4 4 5 1 0 0 0 4 1 1
split_gain=1.51389e+12 4.211e+12 1.87098e+13 1.89761e+13 3.97507e+13 5.11962e+13 4.09413e+13 3.31904e+13 3.11436e+13 6.27346e+13 4.2069e+13 2.78241e+13 3.22046e+13 5.05211e+13 2.69575e+13 2.20656e+13 4.73498e+13 2.27114e+13 2.00498e+13 1.77339e+13 1.5995e+13 1.37191e+13 2.08895e+13 3.73033e+13 1.7813e+13 2.00092e+13 3.32599e+13 3.19103e+13 2.78258e+13 1.88713e+13
threshold=247.90000000000001 8.5000000000000018 3.5000000000000004 3.5000000000000004 65.534455000000023 55.026775150000006 47.139841100000005 30.624707450000006 2.5000000000000004 55.910578700000009 55.579943700000008 55.061158000000006 3930.5000000000005 5.5000000000000009 47.386825600000002 39.023883200000007 43.047633000000012 38.782330450000011 5.5000000000000009 38.97264950000001 5.5000000000000009 9.5000000000000018 1.5000000000000002 30.323041000000003 56.818587550000011 55.743464250000009 55.876067900000002 13.500000000000002 82.965501500000016 60.620042600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -8 9 -9 -10 14 13 18 19 17 -17 -4 -13 -5 -16 -3 -23 -24 25 28 -27 -28 -25 -26
right_child=1 21 3 11 5 -7 7 8 10 -11 -12 12 -14 -15 20 16 -18 -19 -20 -21 -22 22 23 24 29 26 27 -29 -30 -31
leaf_value=-1.7073253975069012 13263.975226928711 -20028.428310394287 -34805.961171875002 74425.819642857154 -38180.901967075893 -224568.25875000001 -78981.618088942312 181167.0273754223 -104377.19741586539 -5593.3743303571428 54151.206881648934 137532.40709134616 -101435.46004136029 -94767.291586538471 56357.959482758626 71500.732879638672 -91699.413183593759 -183704.17805059525 4354.5754687500003 -43126.726704545457 170953.74813988095 -24979.362323537429 144597.62837890626 2699.4232377756794 -96584.188973721597 166573.22565104169 106732.00639204547 -54206.472732979913 116663.64545454546 21413.579449728262
leaf_weight=4070611 1100 320 20 21 56 20 26 37 26 35 47 26 34 26 29 32 40 21 20 33 21 215 20 819 33 21 22 28 22 23
leaf_count=4070611 1100 320 20 21 56 20 26 37 26 35 47 26 34 26 29 32 40 21 20 33 21 215 20 819 33 21 22 28 22 23
internal_value=0 2176.6 5644.64 -9059.33 -22994.9 -87230.2 -5805.18 25059.6 43715.3 90380.7 -2310.96 14830.2 -21224.7 16652.6 51578.6 -52512 -19166 -111071 79629 2588.15 104488 -1626.19 3268.84 9415.97 6622.96 9984.42 60962.8 16606.5 5680.65 -48120.8
internal_weight=0 3193 1670 570 360 76 284 171 145 72 73 210 106 72 104 113 72 41 46 54 50 1523 1203 988 968 912 71 50 841 56
internal_count=4073804 3193 1670 570 360 76 284 171 145 72 73 210 106 72 104 113 72 41 46 54 50 1523 1203 988 968 912 71 50 841 56
is_linear=0
shrinkage=0.1


Tree=1989
num_leaves=31
num_cat=0
split_feature=4 6 4 6 6 1 1 0 1 3 1 3 4 5 0 1 0 0 1 1 2 6 1 3 2 6 6 4 6 3
split_gain=1.46816e+12 1.35864e+13 2.78303e+13 3.48551e+13 3.18294e+13 7.17936e+13 8.06595e+13 5.22088e+13 5.74703e+13 5.68133e+13 5.48872e+13 7.67344e+13 6.84163e+13 4.8834e+13 4.92766e+13 6.62835e+13 4.77099e+13 1.23738e+14 6.85105e+13 8.45266e+13 6.53404e+13 5.81897e+13 5.60062e+13 4.8433e+13 4.56835e+13 4.2381e+13 4.21878e+13 4.10355e+13 4.05722e+13 5.69354e+13
threshold=18.500000000000004 43.010000000000012 22.500000000000004 85.020000000000024 89.00500000000001 30.323041000000003 30.362494150000003 44.601833250000006 39.703507450000011 7.5000000000000009 30.303340300000002 2.5000000000000004 21.500000000000004 4.5000000000000009 55.850146250000009 37.924401400000008 55.520061350000013 55.850146250000009 37.924401400000008 37.534144550000008 2865.5000000000005 87.395000000000024 37.978059650000013 10.500000000000002 75.000000000000014 87.395000000000024 87.395000000000024 21.500000000000004 87.395000000000024 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 -3 5 -5 -7 8 -6 10 11 12 -9 14 15 -12 -8 18 19 21 26 -18 -20 -23 -11 -22 -19 -25 -21 -30
right_child=1 2 -4 4 7 6 16 9 -10 24 13 -13 -14 -15 -16 -17 17 20 22 28 25 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=23.987082586553555 492.81619107469214 -2277.9318099546176 182.23521785876727 -28105.718300254004 -201551.065 183271.64927455358 -165.66864192522581 -127436.74975000002 -27365.844900870725 -16836.415382793744 24072.432622019856 54240.004894628568 72556.342728365387 73537.653452435668 -27710.317249541615 -12199.848753991158 16364.428120605471 -42934.505450946715 -98746.288671875009 147535.41478877314 52019.799752935665 48302.838785807297 24119.530091022996 60256.159806315103 7667.85215890982 -12776.666766826924 6351.6721493389423 230028.15606026785 120663.85316780822 -24388.393032340118
leaf_weight=3512946 207183 118602 215767 448 20 28 1621 50 358 833 629 281 26 68 1366 2531 350 373 42 135 286 108 318 24 8779 156 325 35 73 43
leaf_count=3512946 207183 118602 215767 448 20 28 1621 50 358 833 629 281 26 68 1366 2531 350 373 42 135 286 108 318 24 8779 156 325 35 73 43
internal_value=0 -150.244 -526.948 -1636.52 2303.87 9816.04 14153.3 109.191 -36582 1061.55 -7641.27 30129 -59018.1 -10576.4 -11840.2 -4979.83 12935.7 22299.5 45781.1 62654.2 -934.89 39538.5 9785.18 88106.8 5544.25 29150.5 -19986.1 160968 110267 66894.5
internal_weight=0 560858 353675 137908 19306 4365 3917 14941 378 14563 4951 357 76 4594 4526 3160 3889 2268 1128 768 1140 517 360 167 9612 442 698 59 251 116
internal_count=4073804 560858 353675 137908 19306 4365 3917 14941 378 14563 4951 357 76 4594 4526 3160 3889 2268 1128 768 1140 517 360 167 9612 442 698 59 251 116
is_linear=0
shrinkage=0.1


Tree=1990
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 4 0 4 0 7 1 4 0 4 4 6 4 0 6 7 0 4 0 6 5 3 3 5 6
split_gain=1.4574e+12 1.64243e+13 3.71065e+13 1.08051e+14 1.48498e+14 1.69426e+14 1.27591e+14 1.27006e+14 2.82302e+14 1.90201e+14 2.27527e+14 1.4272e+14 1.26854e+14 1.09615e+14 1.08778e+14 2.04084e+14 1.01708e+14 9.10796e+13 8.66697e+13 8.58179e+13 7.65934e+13 1.43453e+14 8.91947e+13 1.12988e+14 1.04317e+14 1.61218e+14 9.26016e+13 2.37309e+14 3.77034e+14 7.64439e+13
threshold=46.010000000000012 30.410676000000006 30.345769800000003 59.91832440000001 59.882709350000006 78.010000000000005 15.500000000000002 59.950512650000007 11.500000000000002 60.002985000000002 6.0000000000000009 30.389265100000003 24.500000000000004 59.939085000000013 9.5000000000000018 10.500000000000002 55.805000000000007 5.5000000000000009 60.028671700000011 92.02500000000002 6.0000000000000009 59.825842200000004 16.500000000000004 59.838047850000002 72.50500000000001 2.5000000000000004 9.5000000000000018 10.500000000000002 2.5000000000000004 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 6 17 -4 11 9 10 14 12 13 -5 -9 16 -16 -6 -11 -7 21 -8 23 -23 -25 -26 -24 28 -28 -13
right_child=1 -3 3 7 5 19 20 8 -10 18 -12 29 -14 -15 15 -17 -18 -19 -20 -21 -22 22 26 24 25 -27 27 -29 -30 -31
leaf_value=-66.011509589923648 -133.82966102772534 134.53960651076684 -14383.444605646102 -145.62425522154808 -18569.133649655607 34776.587132882436 -15955.199956595665 -54352.491650548036 4325.6878362224543 17554.71205272447 -194313.46627232144 -100656.56616629465 -136567.63881048388 35171.23779003205 -61561.29315944363 -92014.184664238826 126516.14761385659 -78135.575487730501 -20330.737330773605 -48839.220481252152 -8622.6765199823967 59417.054787487934 79169.479495291191 8686.2919832589287 -213233.8610960145 15138.558370535713 11066.8405 42511.740377753937 -471120.26263020834 49482.674477801163
leaf_weight=1836669 143880 2056329 7946 4163 376 377 871 1299 11457 838 105 35 62 1114 37 108 129 809 2161 182 1946 178 529 175 69 56 50 739 24 1091
leaf_count=1836669 143880 2056329 7946 4163 376 377 871 1299 11457 838 105 35 62 1114 37 108 129 809 2161 182 1946 178 529 175 69 56 50 739 24 1091
internal_value=0 54.1949 -859.575 -3687.4 -10481.3 -37827.8 -6691.04 619.672 -4125.82 -24829 -51788.7 12462.5 5639.13 7309.93 -42275 14982.8 84595.3 -59235.2 -9744.54 7552.84 6490.74 17420 33392.4 -3700.92 -41150.9 -110923 46604.5 25415.3 -145318 44815.8
internal_weight=0 2.23714e+06 180806 36926 14327 1744 12583 22599 16134 4677 1678 6465 5339 5277 1573 274 166 1185 2999 559 4637 2691 1820 478 300 125 1342 813 74 1126
internal_count=4073804 2237135 180806 36926 14327 1744 12583 22599 16134 4677 1678 6465 5339 5277 1573 274 166 1185 2999 559 4637 2691 1820 478 300 125 1342 813 74 1126
is_linear=0
shrinkage=0.1


Tree=1991
num_leaves=31
num_cat=0
split_feature=4 0 4 6 6 4 1 1 7 1 6 1 6 6 4 3 1 6 6 1 0 1 1 6 6 6 3 1 6 3
split_gain=1.61656e+12 1.08726e+13 1.71118e+13 1.98944e+13 1.98668e+13 2.24556e+13 2.25917e+13 1.76009e+13 2.13718e+13 4.36203e+13 3.15993e+13 3.08817e+13 2.8463e+13 3.47344e+13 2.6423e+13 2.29714e+13 2.30409e+13 2.09423e+13 3.54739e+13 1.98392e+13 1.76115e+13 5.30407e+13 3.30736e+13 2.88307e+13 4.23876e+13 1.88061e+13 2.21522e+13 1.70938e+13 1.70399e+13 1.5839e+13
threshold=19.500000000000004 60.042359000000012 20.500000000000004 81.705000000000013 134.05000000000004 21.500000000000004 30.452677500000004 30.438492500000006 6.0000000000000009 30.345769800000003 69.015000000000015 30.345769800000003 70.50500000000001 63.415000000000006 25.500000000000004 12.500000000000002 30.370944000000005 80.030000000000015 90.045000000000016 30.315889700000003 60.064438250000002 30.303340300000002 30.157841000000001 53.995000000000012 82.00500000000001 80.720000000000013 7.5000000000000009 30.425503950000003 37.505000000000003 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 3 -3 5 6 27 8 9 20 -11 12 13 19 -12 16 28 -14 -19 -10 21 -7 -22 29 -25 -24 -27 -4 -13 -23
right_child=1 2 4 -5 -6 7 -8 -9 11 10 14 15 17 -15 -16 -17 -18 18 -20 -21 22 23 25 24 -26 26 -28 -29 -30 -31
leaf_value=22.871093776607268 -269.23002703925232 -14524.418969630402 15345.871738197064 61388.491229332823 -77074.067036290333 -24056.159928977275 -30271.507679332386 16726.429370722246 2756.9208235607925 -8259.5850278597354 -60082.852936328127 3228.6042616797067 -42267.492169492471 45989.459873934662 -12211.798576911142 2422.6068958030492 -55810.909861111111 19313.696348084126 -61670.310385416669 -16261.539644159671 114371.7506875 -27788.146946522887 866.26752201906311 101302.87671458762 15700.273091708099 35649.535502929692 -47604.633839426104 50827.691770187084 20656.850232061945 26947.749487864916
leaf_weight=3599339 456221 841 406 36 31 220 77 807 2802 1551 250 749 282 165 214 2619 45 194 75 682 25 71 3025 122 110 40 159 204 2235 207
leaf_count=3599339 456221 841 406 36 31 220 77 807 2802 1551 250 749 282 165 214 2619 45 194 75 682 25 71 3025 122 110 40 159 204 2235 207
internal_value=0 -173.502 2220.32 -11408.3 2908.54 3051.56 20769.1 2320.47 1586.63 -3121.32 -15109 4452.13 -2041.68 1157.24 -38004.4 9281.09 15211.2 -23226.6 -3265.49 -965.981 2949.35 16984.7 -204.187 34688.6 60715.4 -1092.65 -30870.1 27211.9 16282.3 12968.4
internal_weight=0 474465 18244 877 17367 17336 687 16649 15842 5994 2015 9848 4200 3649 464 5648 3029 551 269 3484 3979 730 3249 510 232 3224 199 610 2984 278
internal_count=4073804 474465 18244 877 17367 17336 687 16649 15842 5994 2015 9848 4200 3649 464 5648 3029 551 269 3484 3979 730 3249 510 232 3224 199 610 2984 278
is_linear=0
shrinkage=0.1


Tree=1992
num_leaves=31
num_cat=0
split_feature=6 6 1 3 0 1 3 0 1 1 0 4 0 0 3 4 7 1 4 0 6 4 1 4 2 1 0 0 4 5
split_gain=1.52725e+12 1.14844e+13 5.48789e+13 4.45737e+13 4.29757e+13 8.40675e+13 9.6264e+13 7.28128e+13 5.00735e+13 3.30582e+13 3.20812e+13 9.06598e+13 7.12731e+13 5.82302e+13 6.09108e+13 4.8365e+13 5.00657e+13 4.16613e+13 4.96913e+13 6.53705e+13 4.12064e+13 3.82453e+13 4.58675e+13 4.2974e+13 3.75269e+13 4.99335e+13 4.40547e+13 5.32922e+13 3.21275e+13 7.40251e+13
threshold=120.05000000000001 128.05000000000004 82.948524700000021 5.5000000000000009 55.034466500000008 65.559704250000024 4.5000000000000009 55.055052800000006 82.93515810000001 83.658467900000019 56.638205000000006 6.5000000000000009 56.324067350000007 56.342669500000007 2.5000000000000004 15.500000000000002 6.0000000000000009 30.345769800000003 4.5000000000000009 59.982409200000006 122.65000000000002 9.5000000000000018 30.370944000000005 4.5000000000000009 2200.0000000000005 43.997056950000008 55.685785750000008 55.749683450000006 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 3 4 -2 10 8 -8 -7 -4 11 12 24 14 -14 -13 -17 18 19 -12 21 22 -19 -24 26 -26 -6 -28 -20 -30
right_child=1 -3 9 -5 5 6 7 -9 -10 -11 17 15 13 -15 -16 16 -18 20 28 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=6.6603066327064342 -5202.6183444919134 341.31232193897381 -56111.622235300849 -8549.6584290189894 7777.5825427827385 41383.679977318548 60222.903888081404 246481.8991139482 -116032.26619318181 -13279.693768620054 -7263.8243849734054 -16224.259200066861 97844.196253551141 21861.345564778647 333159.82215909095 88559.489310991659 -26771.678105468753 -159443.15959413111 34867.480812662478 -198753.14509943183 318.38763035648981 -220.74363647460939 45413.758502906974 -66164.122689732147 -116043.8973125 31189.376452511729 275067.16082031251 79538.657302989144 -136391.18851562502 86367.086117788465
leaf_weight=4026164 2778 35575 284 4966 42 248 43 41 22 493 94 593 22 24 22 101 60 41 577 22 769 160 43 175 25 293 20 46 35 26
leaf_count=4026164 2778 35575 284 4966 42 248 43 41 22 493 94 593 22 24 22 101 60 41 577 22 769 160 43 175 25 293 20 46 35 26
internal_value=0 -562.878 -3228.98 -1459.52 4109.86 11409.5 57643.5 151135 28557.2 -28935.1 6278.87 18788.6 52086.9 147158 215502 -3027.56 45578.9 -1760.33 16624.7 -43580.8 -13428.9 -38659.7 -62405.8 -44155.6 36911.2 19614.4 87840.6 138790 27571.1 -41445
internal_weight=0 47640 12065 11288 6322 3544 354 84 270 777 3190 1248 494 68 44 754 161 1942 754 116 1188 419 259 218 426 318 108 66 638 61
internal_count=4073804 47640 12065 11288 6322 3544 354 84 270 777 3190 1248 494 68 44 754 161 1942 754 116 1188 419 259 218 426 318 108 66 638 61
is_linear=0
shrinkage=0.1


Tree=1993
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 1 4 4 6 7 4 5 0 6 0 0 6 0 4 1 0 6 1 0 0 7 0 0 1 0
split_gain=1.48475e+12 2.91828e+13 3.68282e+13 2.9725e+13 7.24567e+13 6.29872e+13 5.23818e+13 4.52641e+13 4.62633e+13 4.2699e+13 4.7902e+13 6.20001e+13 4.22448e+13 8.81953e+13 5.06924e+13 8.90942e+13 6.29097e+13 5.43473e+13 5.74384e+13 7.04666e+13 6.01006e+13 4.87347e+13 4.5507e+13 4.52249e+13 4.16419e+13 1.50889e+14 5.34815e+13 1.1988e+14 7.76677e+13 1.32779e+14
threshold=50.298521650000005 49.111590500000005 4244.5000000000009 49.176406850000006 55.749683450000006 49.147669400000005 8.5000000000000018 17.500000000000004 62.625000000000007 6.0000000000000009 18.500000000000004 2.5000000000000004 55.759969450000007 93.050000000000011 55.214863500000007 53.356310450000002 189.00000000000003 55.685785750000008 9.5000000000000018 49.230435000000007 55.743464250000009 65.410000000000011 49.195555600000006 55.728148450000006 55.82518790000001 6.0000000000000009 55.791814000000009 55.801384500000005 49.147669400000005 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 -12 14 -14 15 -5 17 22 -19 20 23 -21 -16 -20 26 -26 28 -28 29 -6
right_child=-2 2 -4 9 24 6 7 8 -10 -11 11 -13 13 -15 16 -17 -18 18 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-36.047399446398622 -75.352726327398429 -25991.877948017802 -22071.700497961261 3449.0940799606128 -1723.5508370008652 -38676.178690148561 11924.071438271327 403.33528744346222 -36897.855104739014 -2496.1225068677795 5817.0493811634178 32390.178505777312 -943.78449713062605 -30591.327379953364 108358.3098645662 -8551.2716383085935 -110705.11602450284 2107.9955126204345 -31647.467729412143 23877.513851744352 -5286.9643701952309 68085.3139088311 26791.921410044175 32923.261449496342 -5159.1259966202751 52056.175340700436 38057.827565181702 8397.5554299450359 -1797.1678606327114 32450.29239147067
leaf_weight=2339440 1592627 1236 663 32506 2345 330 2296 1235 455 29235 4873 1071 21713 1052 76 7641 44 7222 122 778 1439 367 684 978 5763 501 1779 5823 7303 2207
leaf_count=2339440 1592627 1236 663 32506 2345 330 2296 1235 455 29235 4873 1071 21713 1052 76 7641 44 7222 122 778 1439 367 684 978 5763 501 1779 5823 7303 2207
internal_value=0 48.3677 1441.68 1552.19 4272.1 -6088.23 -388.294 2781.55 -9639.29 777.512 1965.42 10605 1277.23 -2313.84 2853.69 1165.12 8642.86 9093 7291.21 17452.2 8164.64 38047.2 34948.6 25761.8 6508.43 -582.998 8791.45 15338.6 4593.11 14845.4
internal_weight=0 2.48118e+06 141737 141074 31273 5552 4316 3986 1690 109801 80566 5944 74622 22765 51857 40147 11710 11666 10906 3684 2539 1145 760 1100 25721 6264 19457 7602 11855 4552
internal_count=4073804 2481177 141737 141074 31273 5552 4316 3986 1690 109801 80566 5944 74622 22765 51857 40147 11710 11666 10906 3684 2539 1145 760 1100 25721 6264 19457 7602 11855 4552
is_linear=0
shrinkage=0.1


Tree=1994
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 4 6 1 4 1 3 6 2 2 4 1 1 3 6 6 1 4 1 1 6 0 0 1 5 7
split_gain=1.47797e+12 1.88936e+13 3.37817e+13 3.93217e+13 3.86544e+13 5.45984e+13 2.80634e+13 4.51503e+13 5.46015e+13 6.52526e+13 8.94225e+13 1.00205e+14 5.87009e+13 6.05811e+13 5.53714e+13 5.03817e+13 6.84462e+13 5.98179e+13 8.88008e+13 6.67785e+13 4.7212e+13 4.64368e+13 8.45218e+13 1.05879e+14 9.12162e+13 4.48977e+13 8.2012e+13 6.92761e+13 7.97595e+13 5.51701e+13
threshold=68.00500000000001 53.888505650000006 53.356310450000002 5.5000000000000009 83.689608100000015 11.500000000000002 75.010000000000005 38.948208550000011 15.500000000000002 39.735861600000007 12.500000000000002 97.020000000000024 2764.0000000000005 2828.5000000000005 14.500000000000002 39.135518400000002 38.977585500000011 5.5000000000000009 112.00500000000001 118.04500000000002 39.718675700000013 13.500000000000002 38.965413050000002 38.97264950000001 110.01500000000001 45.07004340000001 45.055912800000009 39.008519500000006 3.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 9 10 14 -12 -11 -14 21 16 17 19 -19 -16 -13 25 24 -24 -23 26 -9 28 -27 -28
right_child=1 -3 3 4 -6 -7 7 8 -10 12 11 20 13 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 27 29 -29 -30 -31
leaf_value=28.641269503116732 -2382.350928635582 185.17221135421889 2747.3412520743709 -11548.119128497485 -3868.3363634828129 -42953.437703562893 -3659.211592953026 7847.0491119793996 -1696.1925899350456 -21215.561139052097 3935.895435725552 -66423.857087963057 62535.750104045874 882.83462782237484 2173.1072916666667 5315.8895460260173 80412.620090906916 46008.949803451345 -107529.4622829861 197516.73057291668 -209313.35480769232 -51683.556815863718 225876.54804199218 -6507.4394295290294 -280517.22875000001 -24367.375662160193 26928.562446117485 7204.8215001459721 26659.665461227618 145360.42352050781
leaf_weight=3322544 65233 541771 2664 1919 2824 778 25429 8054 44469 1211 317 209 160 41042 42 421 327 79 72 30 26 135 20 996 20 1499 2362 8726 385 40
leaf_count=3322544 65233 541771 2664 1919 2824 778 25429 8054 44469 1211 317 209 160 41042 42 421 327 79 72 30 26 135 20 996 20 1499 2362 8726 385 40
internal_value=0 -126.67 -933.141 -7230.77 -12045.4 -20607.6 -677.08 140.434 1013.71 2834.8 7030.31 -32748.3 484.45 1122.25 7976.44 31351.5 51280.5 8562.14 -27201.4 83566.3 -82232.9 6955.74 -12426.6 -1932.95 -81210.5 8033.15 12683.6 3450.19 -13939.9 28900.8
internal_weight=0 751260 209489 8185 5521 2697 201304 136071 110642 66173 23760 552 42413 41202 23208 971 550 223 151 72 235 22237 1171 1016 155 21066 10456 10610 1884 2402
internal_count=4073804 751260 209489 8185 5521 2697 201304 136071 110642 66173 23760 552 42413 41202 23208 971 550 223 151 72 235 22237 1171 1016 155 21066 10456 10610 1884 2402
is_linear=0
shrinkage=0.1


Tree=1995
num_leaves=31
num_cat=0
split_feature=6 6 0 3 0 3 0 1 3 4 1 1 1 7 0 2 0 0 0 5 4 1 3 3 4 3 4 4 0 1
split_gain=1.58402e+12 7.92358e+12 5.47257e+13 4.54156e+13 5.37454e+13 3.04968e+13 4.50246e+13 3.83296e+13 3.0097e+13 6.23976e+13 3.2449e+13 5.17636e+13 4.94579e+13 3.06125e+13 2.89087e+13 6.06392e+13 3.2429e+13 3.79787e+13 3.41166e+13 2.77699e+13 2.657e+13 4.97951e+13 7.09246e+13 7.38445e+13 3.86544e+13 2.62804e+13 4.40841e+13 7.65714e+13 4.8605e+13 4.27065e+13
threshold=142.05000000000004 138.05000000000004 61.686687400000004 4.5000000000000009 56.228352100000002 2.5000000000000004 59.91832440000001 65.559704250000024 6.5000000000000009 5.5000000000000009 30.323041000000003 43.932356550000009 60.307188350000011 6.0000000000000009 55.348830750000012 2343.5000000000005 55.123213100000008 55.043091000000011 55.145978450000008 3.5000000000000004 14.500000000000002 49.147669400000005 5.5000000000000009 8.5000000000000018 17.500000000000004 10.500000000000002 8.5000000000000018 5.5000000000000009 54.998919050000005 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 7 -3 9 -6 -11 -12 -13 -10 15 -5 17 25 -18 -19 21 22 -16 -24 -22 26 27 -17 -28 -30
right_child=-2 2 -4 4 8 -7 -8 -9 13 10 11 12 -14 -15 20 16 18 19 -20 -21 24 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.12857185832423088 -881.16592219226027 -11080.169490691154 169338.3215625 -124717.9486607143 -106651.21706627157 -13220.704628722106 71648.619826061331 52550.101045840012 -39407.876232832408 -40751.030697737071 183534.22109375001 -67224.58729166667 92915.44000289352 14005.456158334931 143370.48541666669 93293.595894368496 -144926.01250000001 26993.853231534089 7590.5308560458107 174910.3276041667 193529.76219758065 115480.0225288723 -154569.75583881579 75644.167187500003 52452.775287334742 -2827.9759615087696 63345.488346593527 -59169.127399553574 60109.06177083333 -100445.51873944257
leaf_weight=4049233 20299 496 20 28 29 1644 106 117 314 29 33 30 54 163 21 48 22 22 44 30 31 46 38 22 52 253 408 105 30 37
leaf_count=4049233 20299 496 20 28 29 1644 106 117 314 29 33 30 54 163 21 48 22 22 44 30 31 46 38 22 52 253 408 105 30 37
internal_value=0 4.41267 4308.85 3532.6 15091.6 -5707.78 11470.6 1064.6 -8141.91 27329.5 53942.1 77413 35722.6 -21155.5 27337.6 20424.8 24492.9 29284.9 -43248.3 112330 61144.5 32388.8 -14798.8 -70158 105144 24383.2 35345.7 -11337.7 50382.6 -28555.4
internal_weight=0 4.0535e+06 4272 4252 1889 2363 719 613 652 175 146 117 84 477 1237 1027 999 933 66 52 210 127 81 60 83 881 628 153 475 67
internal_count=4073804 4053505 4272 4252 1889 2363 719 613 652 175 146 117 84 477 1237 1027 999 933 66 52 210 127 81 60 83 881 628 153 475 67
is_linear=0
shrinkage=0.1


Tree=1996
num_leaves=31
num_cat=0
split_feature=6 2 6 6 1 0 4 0 1 1 4 0 0 6 3 0 4 0 3 4 3 3 0 4 4 4 1 1 3 5
split_gain=1.5817e+12 8.93491e+12 2.72452e+13 4.79299e+13 3.08137e+13 1.01011e+14 8.53831e+13 1.06023e+14 8.46805e+13 8.13265e+13 4.71458e+13 5.23329e+13 3.89699e+13 3.67741e+13 3.46592e+13 3.08965e+13 2.85053e+13 2.84739e+13 3.74693e+13 2.83551e+13 2.99222e+13 2.68169e+13 2.67088e+13 4.86191e+13 5.71784e+13 6.15854e+13 4.01973e+13 9.65833e+13 4.87924e+13 1.55839e+14
threshold=88.00500000000001 3999.0000000000005 99.050000000000011 95.045000000000016 82.895858600000011 54.992080650000005 8.5000000000000018 54.998919050000005 82.956351500000011 82.93515810000001 11.500000000000002 55.046782850000007 53.379556850000007 97.020000000000024 11.500000000000002 55.030407050000001 24.500000000000004 55.102137100000007 4.5000000000000009 19.500000000000004 4.5000000000000009 27.500000000000004 44.046956350000009 6.5000000000000009 18.500000000000004 21.500000000000004 43.56803845000001 43.047633000000012 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 22 3 21 -5 12 9 8 -8 17 11 -9 -6 19 -10 16 -15 18 -7 20 -12 -3 23 26 -25 -26 27 28 29 -2
right_child=1 2 -4 4 5 6 7 10 14 -11 13 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=15.230019940361391 222054.31488597975 246.33488194392831 -869.22271798609461 4532.4568908286774 19207.625945987344 51737.05055426521 50438.343312688463 18838.419611928657 137320.72463235294 33662.116710521557 -35242.193789062498 90518.624899631075 -12181.790098784761 -83937.125477430556 298404.66079545458 -103.48256605418456 24850.026571950606 222620.94115853659 212171.04140625001 -12186.979737304689 59746.985590165918 59753.741926655028 -947.51489336362306 21972.308716969303 -47170.096093750006 15337.577143071772 -53851.930669070513 79592.956327841952 -14022.765940217727 2966.4662463148588
leaf_weight=3844148 37 21298 47449 5204 636 37 114 348 34 108 40 144 1046 108 22 233 31 41 24 150 194 76 147152 2332 278 364 156 138 1597 265
leaf_count=3844148 37 21298 47449 5204 636 37 114 348 34 108 40 144 1046 108 22 233 31 41 24 150 194 76 147152 2332 278 364 156 138 1597 265
internal_value=0 -254.931 620.435 2985.36 9330.35 16873.6 34630.1 25817 99904.6 94139.7 15724.9 39818 -312.784 45.2518 200604 -22362.8 -59675.2 158175 114859 21753.1 43509.5 457.927 -699.381 6367.27 14697 -11729.6 -4929 -1182.33 -7052.26 29808.4
internal_weight=0 229656 77337 29888 8514 3310 1628 1418 170 210 1248 492 1682 756 56 372 139 102 61 384 234 21374 152319 5167 2974 642 2193 2037 1899 302
internal_count=4073804 229656 77337 29888 8514 3310 1628 1418 170 210 1248 492 1682 756 56 372 139 102 61 384 234 21374 152319 5167 2974 642 2193 2037 1899 302
is_linear=0
shrinkage=0.1


Tree=1997
num_leaves=31
num_cat=0
split_feature=0 0 2 4 6 1 1 6 2 0 3 1 6 5 6 4 6 0 4 7 4 4 1 1 0 0 1 0 4 6
split_gain=1.43728e+12 2.05691e+13 5.37398e+13 7.5795e+13 9.19624e+13 6.63743e+13 6.9741e+13 4.1825e+13 3.98251e+13 3.7724e+13 3.10817e+13 3.38189e+13 7.95696e+13 7.43715e+13 4.41844e+13 4.13039e+13 4.12514e+13 2.99348e+13 3.86735e+13 2.79092e+13 4.58734e+13 2.84961e+13 2.74496e+13 2.80552e+13 2.68521e+13 2.62792e+13 2.61992e+13 3.4081e+13 3.70895e+13 3.65785e+13
threshold=54.762682300000009 54.604289300000012 2865.5000000000005 21.500000000000004 58.755000000000003 55.90712030000001 56.128886000000001 92.02500000000002 7884.5000000000009 54.707511300000007 3.5000000000000004 55.957851400000003 85.020000000000024 2.5000000000000004 68.515000000000015 10.500000000000002 81.705000000000013 54.724612400000005 12.500000000000002 6.0000000000000009 9.5000000000000018 18.500000000000004 54.62357655000001 55.90712030000001 54.724612400000005 54.724612400000005 56.02161850000001 54.724612400000005 16.500000000000004 149.05000000000004
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 9 -6 10 -5 -4 22 -7 12 13 14 -12 24 -17 -14 -19 -11 -21 -22 -3 -24 -13 -9 27 28 -18 -29
right_child=-2 2 8 7 5 6 -8 25 -10 19 11 15 17 -15 -16 16 26 18 -20 20 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-9.9954736271461915 -38.928677712051865 -1318.6179113448738 -20641.442470358827 -2977.9342927688331 190.12616391139574 12133.658948231612 -33024.108774631073 -73697.451194357011 -175.03727266715123 2785.696797843691 44023.064356737013 52369.177761169121 140955.14243024553 5033.3875257680484 131492.94609628653 24620.493338455104 -53855.18751289614 120265.85036984709 41708.220203286037 -39822.959180090424 -9374.9147003496855 17535.171210827903 29166.857292584828 9474.5032013993823 21616.37742991712 -2315.6207078887196 66288.12871527778 29090.233421596637 14058.758928571429 -112325.98601562501
leaf_weight=1154494 2849744 1446 975 6524 1913 1649 225 139 38252 7969 231 577 70 577 77 1083 248 94 188 409 1795 504 1006 2576 559 82 45 214 119 20
leaf_count=1154494 2849744 1446 975 6524 1913 1649 225 139 38252 7969 231 577 70 577 77 1083 248 94 188 409 1795 504 1006 2576 559 82 45 214 119 20
internal_value=0 90.6302 1760.58 4920.97 7593.43 16402.1 21591.8 -4427.26 -683.737 3168.6 23728.6 28389.8 42208.2 26213.1 65890.5 22423.5 12691 82423.3 67894.1 -194.682 -8965.23 -3475.53 10310.6 15005.1 37236.4 -47211.9 -7308.57 -12819.1 -31834 17003.4
internal_weight=0 1.22406e+06 69566 30339 23594 7889 5976 6745 39227 15705 5751 4102 1237 885 308 2865 1729 352 282 10677 2708 2299 5028 3582 1136 221 646 601 367 234
internal_count=4073804 1224060 69566 30339 23594 7889 5976 6745 39227 15705 5751 4102 1237 885 308 2865 1729 352 282 10677 2708 2299 5028 3582 1136 221 646 601 367 234
is_linear=0
shrinkage=0.1


Tree=1998
num_leaves=31
num_cat=0
split_feature=1 1 2 6 6 5 5 7 1 0 4 4 6 0 0 6 3 4 6 0 5 6 6 3 4 6 6 5 6 6
split_gain=1.57761e+12 2.43341e+13 2.99024e+13 2.81606e+13 5.60013e+13 3.45368e+13 2.77227e+13 2.45751e+13 5.65317e+13 1.3135e+14 1.81319e+14 1.86439e+14 1.1357e+14 1.03238e+14 1.12945e+14 7.36605e+13 7.22215e+13 5.33383e+13 5.27148e+13 5.27024e+13 4.93948e+13 4.90325e+13 4.36786e+13 4.29075e+13 3.72958e+13 3.20767e+13 3.85595e+13 3.53679e+13 4.17053e+13 9.11546e+13
threshold=50.298521650000005 49.111590500000005 4244.5000000000009 32.005000000000003 34.905000000000008 2.5000000000000004 1.5000000000000002 6.0000000000000009 49.147669400000005 55.775215600000003 7.5000000000000009 6.5000000000000009 39.810000000000009 55.82518790000001 55.783232450000007 101.02000000000002 7.5000000000000009 20.500000000000004 76.00500000000001 55.82518790000001 1.5000000000000002 64.015000000000015 112.00500000000001 1.5000000000000002 4.5000000000000009 189.00000000000003 247.90000000000001 4.5000000000000009 149.05000000000004 168.45000000000002
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 3 5 6 -3 -5 19 9 15 11 12 -11 14 16 18 -12 -15 -9 25 -14 -22 -16 -10 -23 27 -27 -6 -29 -30
right_child=-2 2 -4 4 7 -7 -8 8 23 10 13 -13 20 17 22 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=-27.226821700035796 -77.673384759303318 -3032.891945753634 -19865.236901735792 11137.270530125055 3108.4461699409467 66879.368007262325 -26771.021185595579 -15972.17970958526 13771.878927854388 -110343.90410156251 56471.918577526463 269407.69235491072 199314.49552951392 83169.257644529454 -6040.3348716163173 143638.62025000001 275011.14421875001 12344.762081368584 -87166.620432918236 -4819.7011361186414 -58767.535499999998 181877.94746093752 -84325.832612179496 -3056.1766837417345 47690.358428839922 -62266.117584614818 22249.334906154727 16125.195839843751 250663.1951388889 7595.9377387152781
leaf_weight=2339440 1592627 14772 663 7513 76479 71 198 477 1601 32 62 56 36 271 826 25 20 175 133 9402 25 34 78 28267 53 158 82 165 27 36
leaf_count=2339440 1592627 14772 663 7513 76479 71 198 477 1601 32 62 56 36 271 826 25 20 175 133 9402 25 34 78 28267 53 158 82 165 27 36
internal_value=0 49.8573 1322.17 1421.74 1906.22 -2698.47 10163.9 1368.97 -990.138 14106.1 28841.3 110057 60480.9 15456.7 -2601.67 -24599.9 109774 55379.4 -31494.9 2247.91 97416 64663 -12795.1 -2154.15 100131 3111.48 -33390 3225.69 42552.7 111768
internal_weight=0 2.48118e+06 141737 141074 126231 14843 7711 118520 32171 2303 1668 236 180 1432 986 635 82 446 610 86349 148 112 904 29868 87 76947 240 76707 228 63
internal_count=4073804 2481177 141737 141074 126231 14843 7711 118520 32171 2303 1668 236 180 1432 986 635 82 446 610 86349 148 112 904 29868 87 76947 240 76707 228 63
is_linear=0
shrinkage=0.1


Tree=1999
num_leaves=31
num_cat=0
split_feature=2 4 3 3 6 2 3 2 2 6 2 4 4 4 2 1 6 6 0 1 5 6 0 0 6 0 0 6 6 0
split_gain=1.60661e+12 8.5765e+12 1.06091e+13 1.05641e+13 8.28623e+12 3.46479e+13 4.12047e+13 4.31586e+13 3.18643e+13 2.85116e+13 4.1573e+13 3.25648e+13 6.88319e+13 8.26856e+13 6.74732e+13 5.15036e+13 5.31981e+13 8.19424e+13 4.7266e+13 4.97335e+13 3.71321e+13 3.69073e+13 4.22597e+13 3.50029e+13 3.4562e+13 3.00142e+13 2.97912e+13 3.61004e+13 2.89872e+13 3.19191e+13
threshold=3338.0000000000005 34.500000000000007 12.500000000000002 13.500000000000002 46.010000000000012 6082.0000000000009 1.5000000000000002 4395.5000000000009 5972.5000000000009 65.410000000000011 4244.5000000000009 16.500000000000004 19.500000000000004 20.500000000000004 5444.0000000000009 30.410676000000006 120.05000000000001 118.04500000000002 56.986919400000012 65.574968200000015 2.5000000000000004 76.605000000000004 57.15297970000001 58.08467765000001 156.15000000000003 57.174562350000009 57.125462300000009 79.710000000000022 52.990000000000002 55.111813300000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 -8 -11 14 25 15 -13 17 18 -17 20 -20 -21 26 -16 -18 -14 -23 -28 -12 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 11 28 12 13 -15 23 16 24 -19 19 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-52.277788264895918 -176.21928283978116 -18744.320628359754 51704.178716216222 -3085.1674126646253 2327.4737344152354 -148.85882800396678 505.62382574089565 -4750.0209612770041 14647.821606466827 -385.78967669675586 1242.838960908178 -84633.584628906261 -37087.978378386317 2427.5632136044073 -1901.3647254008911 9787.386649795184 -37285.506528628895 196730.96814903847 -1097.423786943694 30687.289455751215 29070.543117215515 48659.56885212224 24464.188744303388 -77530.239558531757 43967.634026442305 -5968.2656749223815 206416.16302083334 95080.212510137149 1880.9753837143926 6746.4086426810672
leaf_weight=2406287 712558 541 37 720 13992 638583 70273 22425 1844 101201 30378 50 810 6264 2138 2840 269 26 613 502 1220 82 120 63 65 502 39 115 20753 38494
leaf_count=2406287 712558 541 37 720 13992 638583 70273 22425 1844 101201 30378 50 810 6264 2138 2840 269 26 613 502 1220 82 120 63 65 502 39 115 20753 38494
internal_value=0 75.4387 -8050.03 -407.221 81.7685 274.532 1132.64 -2030.73 1546.05 1458.77 2326.6 271.926 4506.66 -2353.63 10890 16430.9 17288.7 19618.5 18785.9 28282.6 18981.6 48153 72781.6 -4066.12 -21472.8 -25180.9 97349.7 123276 3754.39 5042.15
internal_weight=0 1.66752e+06 1298 757 1.66622e+06 953661 315078 36417 278661 276817 159898 116919 15718 7576 8142 5941 5891 5557 5531 2691 1833 858 356 2201 334 1312 236 154 89625 59247
internal_count=4073804 1667517 1298 757 1666219 953661 315078 36417 278661 276817 159898 116919 15718 7576 8142 5941 5891 5557 5531 2691 1833 858 356 2201 334 1312 236 154 89625 59247
is_linear=0
shrinkage=0.1


Tree=2000
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 0 4 4 4 6 6 1 6 6 1 0 1 0 7 1 6 0 0 0 1 5 4 4 6 6
split_gain=1.5787e+12 8.9082e+12 2.47065e+13 3.07142e+13 1.71009e+13 2.68643e+13 3.25746e+13 6.26081e+13 5.88551e+13 9.18633e+13 1.11281e+14 5.61623e+13 8.78265e+13 3.56103e+13 4.57644e+13 3.23166e+13 3.11701e+13 2.93018e+13 2.42125e+13 2.15921e+13 4.01753e+13 2.08421e+13 1.97252e+13 1.9214e+13 2.64804e+13 2.67537e+13 2.95655e+13 2.41968e+13 2.16272e+13 2.03165e+13
threshold=41.505000000000003 63.728898350000001 60.770858000000011 5.5000000000000009 55.030407050000001 55.111813300000001 18.500000000000004 24.500000000000004 23.500000000000004 37.995000000000012 37.705000000000005 82.956351500000011 39.025000000000013 35.010000000000012 83.025426800000005 55.080855950000007 82.901648750000021 55.080855950000007 6.0000000000000009 82.981285100000022 36.905000000000008 55.055052800000006 55.043091000000011 55.012912000000007 82.825258850000026 1.5000000000000002 11.500000000000002 16.500000000000004 36.605000000000011 32.515000000000008
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 -1 -4 23 6 13 8 11 10 -10 12 21 14 -6 -15 22 -16 19 -13 -21 -8 -14 29 -25 26 -26 -28 -29 -3
right_child=-2 4 3 -5 5 -7 7 -9 9 -11 -12 18 16 15 17 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=44.174642637599874 -42.737563318089173 -1044.3863611017421 789.82598752888407 -4851.1909506900674 3478.6905581732226 289.98620961790192 37577.751303163786 7658.5410198269255 -3446.7898288493984 6982.4236176750874 -97330.647680191541 -13566.054040081241 62822.695689655178 11321.809808077029 -17165.775241741831 796.63789233303339 14771.347635028562 40923.685507069466 -9378.7385550153322 -36287.561069301788 -135154.06106770833 9839.2473099970193 -20718.825235797689 16014.938983298249 -2129.5904068493337 -15192.66025653316 19788.986878040378 15795.848105471445 -1995.5598026370351 1455.1421264344851
leaf_weight=944091 2768799 49046 16541 23176 19919 70765 676 4041 213 352 310 301 29 10932 1547 3979 371 92 1374 286 48 452 1112 848 51847 1451 1019 906 2779 96502
leaf_count=944091 2768799 49046 16541 23176 19919 70765 676 4041 213 352 310 301 29 10932 1547 3979 371 92 1374 286 48 452 1112 848 51847 1451 1019 906 2779 96502
internal_value=0 90.6753 -58.6108 -2501.87 547.93 1513.19 3393.53 -1800.68 -8720.43 -32513 -59095 -4242.38 5345.68 4755.86 2157.04 8513.17 -10408.3 -13905.1 -16841.9 -32990.6 -50495.9 26462.7 -18595.5 -3.64606 -1528.4 -1784.89 -1440.87 6150.16 2378.66 612.864
internal_weight=0 1.305e+06 983808 39717 321197 116799 46034 9565 5524 875 523 4649 2640 36469 21558 14911 1512 1639 2009 635 334 1128 1141 204398 58850 58002 56551 4704 3685 145548
internal_count=4073804 1305005 983808 39717 321197 116799 46034 9565 5524 875 523 4649 2640 36469 21558 14911 1512 1639 2009 635 334 1128 1141 204398 58850 58002 56551 4704 3685 145548
is_linear=0
shrinkage=0.1


Tree=2001
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 6 0 6 6 1 3 4 6 4 6 6 4 6 4 0 3 6 3 0 3 5 3 4 6
split_gain=1.52275e+12 3.32189e+13 3.55512e+13 5.00477e+13 3.4094e+13 3.33974e+13 5.82753e+13 2.51547e+13 2.38475e+13 3.53005e+13 4.22386e+13 3.79331e+13 2.59074e+13 2.32744e+13 2.28647e+13 2.32528e+13 2.0899e+13 2.08622e+13 3.15243e+13 2.70503e+13 2.47742e+13 2.06428e+13 2.04632e+13 2.04367e+13 1.99035e+13 1.96451e+13 1.96257e+13 5.95845e+13 2.2086e+13 1.95684e+13
threshold=50.213874250000011 49.692247900000005 53.20799465000001 53.341100000000004 50.136929700000003 3.5000000000000004 85.020000000000024 52.960348700000004 189.00000000000003 128.05000000000004 50.136929700000003 6.5000000000000009 5.5000000000000009 138.05000000000004 27.500000000000004 120.05000000000001 42.205000000000005 4.5000000000000009 102.04000000000001 17.500000000000004 53.175387700000009 4.5000000000000009 59.245000000000012 2.5000000000000004 53.244414800000008 7.5000000000000009 3.5000000000000004 4.5000000000000009 16.500000000000004 91.02500000000002
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 7 4 16 6 24 -3 9 17 11 12 -11 -13 15 22 -4 18 -9 -19 -21 -10 -7 -24 -6 -18 28 -28 -17 -25
right_child=-2 2 3 -5 5 14 -8 8 21 10 -12 13 -14 -15 -16 26 25 19 -20 20 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=8.0683320993091492 -75.717455207653629 -42479.056576010342 2163.6291613051471 -4875.9613742604743 -3897.2181536458334 5543.9976131037347 193230.48353365387 -7315.0053942785489 -133883.83485921225 119010.95238560269 -54705.350686233112 217959.58005952381 9816.1939835695866 76415.399759615393 74372.225821487998 -17629.736201533564 43865.251281594676 4165.6427267743011 -125049.24130434783 -27810.240198552499 -2423.6323925848164 -12753.465462000231 -3040.3372497818318 24487.715703691429 77555.223624999999 113594.80406839622 -102068.07113647461 68441.722471217101 -117139.00020045231 4322.2643195397086
leaf_weight=2435175 1607797 133 85 2337 75 4395 26 2032 24 28 37 21 97 26 54 54 170 13657 23 428 3774 34 470 1987 50 53 32 57 38 635
leaf_count=2435175 1607797 133 85 2337 75 4395 26 2032 24 28 37 21 97 26 54 54 170 13657 23 428 3774 34 470 1987 50 53 32 57 38 635
internal_value=0 49.3666 3311.19 8030.26 11717.1 10440.2 57016.3 867.785 1153.46 1338.01 42221.7 63072.3 34275.8 139659 9529.46 9072.82 44355.6 908.928 -8632.71 2006.87 -5009.42 -62876.4 9929.03 16162 28683.8 60437.7 -26344.1 7134.83 -58731.4 19604
internal_weight=0 2.46601e+06 30832 10518 8181 7873 151 20314 20181 20123 209 172 125 47 7722 7668 308 19914 2055 17859 4202 58 7487 3092 125 223 181 89 92 2622
internal_count=4073804 2466007 30832 10518 8181 7873 151 20314 20181 20123 209 172 125 47 7722 7668 308 19914 2055 17859 4202 58 7487 3092 125 223 181 89 92 2622
is_linear=0
shrinkage=0.1


Tree=2002
num_leaves=31
num_cat=0
split_feature=1 1 0 6 1 4 0 1 4 6 4 4 4 4 0 0 3 0 6 1 0 5 6 6 0 0 7 0 0 4
split_gain=1.48631e+12 3.96006e+13 1.70821e+14 8.22049e+13 7.03323e+13 6.3589e+13 7.55756e+13 5.9355e+13 9.14902e+13 7.67927e+13 5.86211e+13 5.18037e+13 5.37711e+13 5.01648e+13 4.96291e+13 4.94748e+13 6.09299e+13 4.83713e+13 4.59867e+13 7.78299e+13 5.26647e+13 4.14073e+13 4.04822e+13 3.89943e+13 3.65167e+13 3.53638e+13 4.86308e+13 4.3034e+13 4.07432e+13 3.5234e+13
threshold=39.01296365000001 39.038055050000004 45.053967500000006 53.005000000000003 39.029038350000008 5.5000000000000009 45.082176650000008 39.018051150000005 21.500000000000004 88.825000000000003 9.5000000000000018 21.500000000000004 11.500000000000002 23.500000000000004 45.085557650000005 45.055912800000009 14.500000000000002 45.085557650000005 79.710000000000022 39.033214400000013 45.00849250000001 3.5000000000000004 39.810000000000009 120.05000000000001 45.109778000000006 45.015054600000006 6.0000000000000009 45.040161900000008 45.001720900000002 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 25 6 21 8 15 22 -6 12 -11 18 -8 16 -7 -17 -12 29 -21 -4 -9 24 -16 28 -27 -28 -5 -20
right_child=1 -3 5 4 10 7 14 9 -10 11 13 -13 -14 -15 23 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=81.311893438017123 124.22859221148416 23.537796745139278 16122.865591042553 68631.37396334135 1263.5873352763374 -18673.345982933672 -18027.047504176284 -2806.8244722339782 25182.726330416786 -7922.0546978213933 25612.045542480468 48466.532893880212 -54695.96145954961 -30406.753651906489 14710.995937033091 12804.55497533625 21765.866040152352 -8002.5412609127234 70783.161801601978 83148.374931469312 -32136.323611778847 97182.037380558904 -10055.055881901462 -138157.23726562501 -2382.7337771238822 11546.543347782543 11600.657291277288 -49086.796305000738 -23455.004265852822 166339.51141442588
leaf_weight=1448633 13409 2546184 2068 52 985 2749 1650 11277 1285 369 2250 72 736 134 1639 2398 431 2092 376 57 130 65 24330 20 5262 4002 209 265 632 43
leaf_count=1448633 13409 2546184 2068 52 985 2749 1650 11277 1285 369 2250 72 736 134 1639 2398 431 2092 376 57 130 65 24330 20 5262 4002 209 265 632 43
internal_value=0 -44.8699 -2250.02 5108.36 12424.4 -5189.05 1749.3 -6812.79 488.204 -8590.2 22421.6 -33721.2 -39076.4 29391.8 -2442.47 -3649.01 -13192.4 3110.02 32197.4 56648.2 3003.93 18593 -7759.49 1272.97 1677.06 4723.08 7959.29 -22328 -16454.3 80589.7
internal_weight=0 2.62517e+06 78987 22544 9135 56443 10704 45739 8955 36784 3975 1177 1105 2990 8571 7670 3180 4490 2856 606 187 2133 35607 6921 6901 5160 4476 474 684 419
internal_count=4073804 2625171 78987 22544 9135 56443 10704 45739 8955 36784 3975 1177 1105 2990 8571 7670 3180 4490 2856 606 187 2133 35607 6921 6901 5160 4476 474 684 419
is_linear=0
shrinkage=0.1


Tree=2003
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 4 4 7 6 5 6 6 6 6 6 5 6 4 6 4 4 4 6 6 6 3 6 6 6 4
split_gain=1.71895e+12 1.46823e+13 7.50331e+13 4.43525e+13 8.83932e+13 9.88835e+13 6.94005e+13 1.20186e+14 5.32485e+13 5.2599e+13 1.019e+14 1.08008e+14 6.35322e+13 7.01797e+13 6.40605e+13 4.95386e+13 6.99809e+13 1.48514e+14 9.08676e+13 5.57072e+13 1.14066e+14 9.41048e+13 2.00822e+14 5.4163e+13 5.00985e+13 5.54604e+13 4.83823e+13 4.73927e+13 1.03276e+14 8.07847e+13
threshold=47.234875100000004 39.735861600000007 39.723160900000003 43.6005307 47.139841100000005 12.500000000000002 4.5000000000000009 6.0000000000000009 64.805000000000021 1.5000000000000002 38.605000000000011 44.820000000000007 56.805000000000007 55.015000000000008 59.025000000000013 2.5000000000000004 62.995000000000012 13.500000000000002 60.305000000000007 7.5000000000000009 14.500000000000002 5.5000000000000009 91.02500000000002 77.565000000000012 72.020000000000024 1.5000000000000002 57.995000000000012 64.015000000000015 73.995000000000019 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 6 5 -5 7 8 -4 10 -8 -12 13 -11 26 16 17 -16 -19 21 -21 22 23 24 25 -17 -14 -18 29 -29
right_child=-2 -3 3 4 -6 -7 9 -9 -10 12 11 -13 14 -15 15 19 27 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=235.76162449098885 -29.077869007326804 -682.66818389236244 19179.96820794656 -2928.536585174732 16552.009101973581 -89811.251207755602 20213.401484057027 273656.43245442712 98383.387548027677 37854.266978201784 -129440.0755131091 -6474.5179023194714 -9877.3658333333351 177519.97122224508 -50419.729533617428 -178888.364375 -76794.642211914062 32349.327368951614 263053.97430098685 128023.97329065396 18764.788100571004 -152596.28705929487 307781.0510602679 -174056.0027529762 131637.55067934783 19933.946168550534 -196253.41183894232 157869.78161764707 -53177.62581935976 5606.1989897017047
leaf_weight=507000 3393752 162934 279 3560 3213 136 453 24 122 676 118 181 30 38 66 20 128 31 38 135 327 39 21 21 23 47 26 51 205 110
leaf_count=507000 3393752 162934 279 3560 3213 136 453 24 122 676 118 181 30 38 66 20 128 31 38 135 327 39 21 21 23 47 26 51 205 110
internal_value=0 145.111 405.928 8932.77 4420.57 -6125.52 18647.6 56286.4 43276.8 12901.7 -9693.01 -55002.7 21263.5 45287.5 8249.06 12893.2 -6982.37 56823.5 159404 32643.1 50691.2 -16118.3 24204.7 -29444.9 4297.69 -39416 -96409.1 -24419.2 -6102.11 53838.8
internal_weight=0 680052 517118 10118 6909 3696 3209 425 401 2784 752 299 2032 714 1318 1262 629 135 69 633 462 171 132 111 90 67 56 494 366 161
internal_count=4073804 680052 517118 10118 6909 3696 3209 425 401 2784 752 299 2032 714 1318 1262 629 135 69 633 462 171 132 111 90 67 56 494 366 161
is_linear=0
shrinkage=0.1


Tree=2004
num_leaves=31
num_cat=0
split_feature=2 5 1 1 1 1 6 5 6 0 2 0 0 2 1 0 4 0 1 1 6 4 0 7 3 6 6 0 1 4
split_gain=1.56927e+12 7.98875e+12 6.60327e+13 8.77891e+13 6.40454e+13 8.85475e+13 7.51331e+13 8.30268e+13 1.24876e+14 6.34317e+13 5.52053e+13 4.91564e+13 1.0922e+14 6.84024e+13 5.19789e+13 4.80541e+13 5.41059e+13 4.55293e+13 4.26165e+13 1.06763e+14 1.34356e+14 4.25325e+13 4.2386e+13 4.23316e+13 5.73602e+13 5.36582e+13 4.17683e+13 4.00164e+13 8.77307e+13 7.64541e+13
threshold=3338.0000000000005 2.5000000000000004 39.231261550000006 39.596303450000001 49.692247900000005 40.377616600000003 77.565000000000012 3.5000000000000004 108.05000000000001 57.719618750000002 3191.5000000000005 55.806294650000005 55.791814000000009 2970.5000000000005 49.195555600000006 44.601833250000006 4.5000000000000009 53.175387700000009 38.657016300000002 39.004719500000007 69.605000000000004 16.500000000000004 57.205086850000008 6.0000000000000009 5.5000000000000009 100.05000000000001 156.15000000000003 59.950512650000007 30.509101000000005 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 10 22 5 9 11 -8 -9 -5 15 12 13 14 -7 16 18 26 -3 20 -20 -19 -4 -18 25 -25 -6 -17 29 -29
right_child=-2 2 3 4 17 6 7 8 -10 -11 -12 -13 -14 -15 -16 27 23 21 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=46.077474755251842 74.556771488462616 -9943.9866600126388 -10377.375544737926 539.75508209563054 -8112.8514705960515 -7459.2721958351995 2250.0866971003929 -20607.884413847481 5354.6740980342365 -36891.82981080842 -18893.401153440704 -3968.2427940470043 -28548.056569305947 -19102.713773263986 7000.4969612142268 1130.6481946581744 -22876.46380799422 998.86537032810247 39744.068687881962 13570.178350803882 367340.53270089289 9954.3989592562666 -37409.663322736764 30473.645481770836 -53455.223728626181 192702.16395089286 -140407.04930013019 -13006.895561245108 -101226.8970279948 -57.469757770285675
leaf_weight=1868565 1667517 340 6099 62945 4249 15749 22965 4448 3175 456 1455 26618 2852 4347 2952 279348 2144 59305 31 233 21 5824 641 75 53 28 24 5542 90 25713
leaf_count=1868565 1667517 340 6099 62945 4249 15749 22965 4448 3175 456 1455 26618 2852 4347 2952 279348 2144 59305 31 233 21 5824 641 75 53 28 24 5542 90 25713
internal_value=0 -51.6666 -391.324 -1709.57 -1358.73 -2544.13 -4691.42 -751.587 -9794.41 270.535 540.224 -6986.1 -10087.6 -7803.28 -5176.76 630.385 -12127.2 1143.64 13963.4 42484.5 172043 1799.69 -12948.3 -19217 31077.3 74574.6 -8855.9 750.49 -2637.5 -2353.61
internal_weight=0 2.40629e+06 537722 222649 215909 146507 83106 30588 7623 63401 315073 52518 25900 23048 18701 313618 2925 69402 625 285 52 65129 6740 2300 156 103 4273 310693 31345 31255
internal_count=4073804 2406287 537722 222649 215909 146507 83106 30588 7623 63401 315073 52518 25900 23048 18701 313618 2925 69402 625 285 52 65129 6740 2300 156 103 4273 310693 31345 31255
is_linear=0
shrinkage=0.1


Tree=2005
num_leaves=31
num_cat=0
split_feature=4 6 5 3 1 6 3 3 4 6 6 7 0 0 0 6 1 1 6 6 0 1 1 6 0 6 3 0 1 4
split_gain=1.7272e+12 1.43486e+13 2.90634e+13 4.20196e+13 4.1543e+13 3.42467e+13 3.52288e+13 4.39168e+13 2.78564e+13 6.9084e+13 4.02993e+13 2.74021e+13 5.42218e+13 7.64851e+13 5.36287e+13 6.26632e+13 1.06645e+14 2.55475e+14 1.3445e+14 6.80604e+13 5.30621e+13 7.76524e+13 6.37724e+13 5.53605e+13 4.78994e+13 7.58123e+13 7.47927e+13 6.66238e+13 5.56361e+13 4.64888e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 9.5000000000000018 65.593879100000024 104.01000000000001 7.5000000000000009 5.5000000000000009 12.500000000000002 79.710000000000022 80.030000000000015 6.0000000000000009 56.83050475000001 56.342669500000007 56.850115550000005 95.045000000000016 60.590708550000009 60.605526900000008 94.02500000000002 156.15000000000003 56.838524800000009 60.620042600000012 60.590708550000009 110.01500000000001 55.034466500000008 82.905000000000015 17.500000000000004 55.102137100000007 36.593086150000012 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 -3 8 7 -7 9 -6 -11 12 13 24 15 16 18 29 -14 20 -17 22 -22 -23 25 26 -4 -26 -29 -18
right_child=1 2 11 -5 5 6 -8 -9 -10 10 -12 -13 14 -15 -16 19 17 -19 -20 -21 21 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=50.38731395952022 55.922546208562132 -4433.0009997170591 -10709.208049205539 177.99323271372964 3350.2608358577804 -2671.3144214527028 -67329.539028532614 151402.71817791913 -14922.260721963019 -170073.40721114309 -59011.922163987059 -1635.7848167428338 60791.705003953568 -11704.234455306569 3653.5820784099233 27114.829159866706 -224599.40036057692 25935.638895580949 -207307.63783203127 -36281.209085051545 76294.499718805411 83990.02096470425 188523.34602452532 -57259.215771817304 12829.278052853457 245.13431389652143 28986.124148485742 112324.66508355034 1074.7923162072145 -100515.01235351563
leaf_weight=2547999 1262436 21537 11031 21420 196 37 23 37 2143 38 233 88054 289 5624 24037 371 52 227 20 97 141 56 79 55 5554 38436 496 45 42969 72
leaf_count=2547999 1262436 21537 11031 21420 196 37 23 37 2143 38 233 88054 289 5624 24037 371 52 227 20 97 141 56 79 55 5554 38436 496 45 42969 72
internal_value=0 -84.1437 -755.539 -3049.25 -5900.57 -17576.6 40767.9 74365.7 -19745 -41875.6 -74585.1 -274.43 650.151 -361.65 4783.51 23399 596.652 -37119.3 43439 42234.5 53083.6 82190.5 116595 14001.7 285.768 -1888.08 -9001.14 2522.06 1191.18 -152550
internal_weight=0 1.5258e+06 263369 45664 24244 2707 97 74 2610 467 271 217705 129651 104155 25496 1459 660 351 309 799 702 331 220 111 98531 49963 11527 48568 43014 124
internal_count=4073804 1525805 263369 45664 24244 2707 97 74 2610 467 271 217705 129651 104155 25496 1459 660 351 309 799 702 331 220 111 98531 49963 11527 48568 43014 124
is_linear=0
shrinkage=0.1


Tree=2006
num_leaves=31
num_cat=0
split_feature=6 5 7 4 6 6 0 0 0 2 1 1 6 3 1 3 6 1 6 6 4 6 3 1 6 1 1 3 4 3
split_gain=1.90496e+12 8.97807e+12 3.64652e+13 5.54405e+13 3.58558e+13 4.92146e+13 3.37271e+13 4.61245e+13 3.27323e+13 2.91371e+13 3.94535e+13 1.14408e+14 8.61952e+13 6.327e+13 7.35163e+13 6.27206e+13 5.60701e+13 5.63622e+13 4.9388e+13 6.05889e+13 4.74536e+13 6.64801e+13 4.63479e+13 6.61504e+13 3.78294e+13 3.51093e+13 3.22009e+13 3.01063e+13 2.53975e+13 2.62024e+13
threshold=88.00500000000001 3.5000000000000004 6.0000000000000009 10.500000000000002 31.995000000000001 70.50500000000001 59.982409200000006 60.002985000000002 43.687280500000007 75.000000000000014 37.631035900000008 37.618684050000006 83.820000000000007 2.5000000000000004 37.46219940000001 1.5000000000000002 63.140000000000008 37.543519500000009 80.030000000000015 72.020000000000024 8.5000000000000018 67.91500000000002 4.5000000000000009 37.517483500000004 70.00500000000001 37.71815560000001 37.563506350000004 4.5000000000000009 19.500000000000004 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 9 -4 -6 8 -8 -5 10 11 13 20 14 -3 26 17 -15 19 22 24 -22 23 -18 -12 -26 -16 -21 -10 -30
right_child=-2 2 4 6 5 -7 7 -9 28 -11 12 -13 -14 16 15 -17 18 -19 -20 27 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.4588904887253147 -279.77212859884065 -106775.02898437501 146829.53890625 65443.428453125001 -19389.396290395278 19080.835986655446 169564.65383522728 10321.165385044644 -19447.337372667953 1765.2327302445185 -29192.058217592592 -263123.87095424108 -160531.93786272322 51859.768144030451 -62541.141373697916 133859.93691737289 -14039.545880681819 -102422.59757582721 10507.87176846591 -120824.359375 17291.532629024623 -138055.23627319335 -15739.384882812499 -245758.15546875002 66331.64028397818 206391.07946875002 62041.247446646346 -288582.72493206523 43572.201820540606 -16011.638536453247
leaf_weight=3784580 229656 35 20 50 403 1902 22 105 2516 53368 27 21 28 78 42 59 22 34 44 20 198 32 65 28 63 25 41 23 137 160
leaf_count=3784580 229656 35 20 50 403 1902 22 105 2516 53368 27 21 28 78 42 59 22 34 44 20 198 32 65 28 63 25 41 23 137 160
internal_value=0 16.7141 1234.84 736.209 13511.6 12354.8 -12520.3 37906.7 -14757.2 1466.8 -16529.4 -34550.9 8207.9 -24774.8 23037.1 55033.1 -51726.1 5024.05 -83191.6 -109285 21902.7 -4321.93 -71418.8 -143802 74352 106121 -1000.44 -210556 -16182.7 11473.2
internal_weight=0 3.84415e+06 59568 57243 2325 2305 2990 127 2863 54253 885 512 373 491 177 142 314 112 202 158 345 230 115 50 115 88 83 43 2813 297
internal_count=4073804 3844148 59568 57243 2325 2305 2990 127 2863 54253 885 512 373 491 177 142 314 112 202 158 345 230 115 50 115 88 83 43 2813 297
is_linear=0
shrinkage=0.1


Tree=2007
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 6 0 1 4 1 1 6 0 2 4 7 6 2 0 0 4 6 1 6 4 3 6 4 7
split_gain=1.84781e+12 2.67307e+13 2.78863e+13 4.02812e+13 2.77054e+13 2.71068e+13 4.71713e+13 2.01541e+13 1.97958e+13 5.31362e+13 4.18172e+13 6.28085e+13 4.70914e+13 3.64734e+13 3.26241e+13 5.42072e+13 4.22796e+13 3.01266e+13 5.14801e+13 3.34897e+13 4.32497e+13 7.85817e+13 3.90641e+13 4.33238e+13 3.21578e+13 4.13737e+13 2.84879e+13 2.80531e+13 2.7386e+13 2.71646e+13
threshold=50.213874250000011 49.692247900000005 53.20799465000001 53.341100000000004 50.136929700000003 3.5000000000000004 85.020000000000024 52.960348700000004 53.187400150000009 10.500000000000002 53.67029225000001 54.62357655000001 76.605000000000004 54.431501800000014 3062.5000000000005 16.500000000000004 6.0000000000000009 88.00500000000001 2911.0000000000005 55.721784200000009 55.737027400000009 7.5000000000000009 134.05000000000004 52.061190950000004 79.015000000000015 8.5000000000000018 7.5000000000000009 71.030000000000015 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -3 9 17 27 12 13 -12 15 16 -11 24 -19 -20 21 -21 -22 -24 -2 -26 -14 -10 -25 -16
right_child=8 2 3 -5 5 -7 -8 -9 10 14 11 -13 26 -15 29 -17 -18 18 19 20 22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=17.334748560786775 -449.73197243360977 -37983.480151183627 39889.596206149814 -4418.7900147848986 25786.718446875002 8495.9108130288787 173828.9063701923 1072.0419490887361 2672.9998339068561 -23395.620284603476 -17631.965051560968 -1.9606260302817167 -21897.84059846259 -3142.0930695581942 3936.5106349327311 -2617.0592136147943 5400.4179278615748 -76740.402914131642 -19246.989036539406 151603.8189268868 -9347.7775218701117 -4262.8427753494452 -7308.4981111550633 61124.095731155961 -6666.2434775178335 24130.981749793529 -74335.878569255889 12733.231056287703 195706.61175595238 -9551.9814261137381
leaf_weight=2435175 75932 133 308 2337 125 7722 26 20181 26545 3564 2000 1467493 687 13220 3563 3683 595 113 1330 53 1119 83 79 54 690 1186 122 3095 21 2570
leaf_count=2435175 75932 133 308 2337 125 7722 26 20181 26545 3564 2000 1467493 687 13220 3563 3683 595 113 1330 53 1119 83 79 54 690 1186 122 3095 21 2570
internal_value=0 54.381 2980.37 7159.88 10467.5 9316.44 51277.4 816.337 -83.4084 -1486.51 4.34305 -69.9635 -6295.79 -5046.15 -7179.26 -11452.1 -19276 -500.191 -10594.7 -7865.76 2877.35 56479.3 -2849.17 44371.2 -130.185 12803.6 -29805.7 3723.49 98807.2 -1715.77
internal_weight=0 2.46601e+06 30832 10518 8181 7873 151 20314 1.6078e+06 94635 1.51316e+06 1.48352e+06 16029 15220 13975 7842 4159 80660 2852 2739 1409 136 1273 154 77808 1876 809 29640 75 6133
internal_count=4073804 2466007 30832 10518 8181 7873 151 20314 1607797 94635 1513162 1483522 16029 15220 13975 7842 4159 80660 2852 2739 1409 136 1273 154 77808 1876 809 29640 75 6133
is_linear=0
shrinkage=0.1


Tree=2008
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 0 1 1 4 6 4 1 1 4 5 1 6 3 3 1 0 0 6 0 4 4 3 3 6
split_gain=1.66438e+12 1.14701e+13 3.23769e+13 3.13418e+13 6.1835e+13 5.78939e+13 3.47049e+13 3.00658e+13 2.9261e+13 2.90721e+13 2.49129e+13 5.44517e+13 6.11047e+13 4.56189e+13 6.55664e+13 4.78156e+13 2.46828e+13 2.18923e+13 2.57924e+13 8.23873e+13 4.3927e+13 1.99296e+13 1.90441e+13 2.44967e+13 3.79017e+13 3.49789e+13 3.64442e+13 2.79167e+13 2.74118e+13 2.14797e+13
threshold=47.234875100000004 47.139841100000005 120.05000000000001 7.5000000000000009 39.735861600000007 5.5000000000000009 47.22829500000001 39.735861600000007 39.703507450000011 19.500000000000004 112.00500000000001 19.500000000000004 39.689978950000004 39.723160900000003 12.500000000000002 3.5000000000000004 39.718675700000013 189.00000000000003 17.500000000000004 15.500000000000002 39.723160900000003 47.222459950000008 47.22829500000001 149.05000000000004 47.207933300000008 5.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 168.45000000000002
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 10 4 5 22 -6 17 -7 -9 -3 12 -12 14 -14 -15 -13 18 19 20 21 -5 23 24 -4 26 -25 -26 -28 -27
right_child=-2 2 3 7 6 8 -8 9 -10 -11 11 16 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 27 29 28 -29 -30 -31
leaf_value=7.4437300119642149 -28.612577450210509 1292.3467707753653 144994.52467672413 32218.027523226352 48817.112715517243 201582.90301846594 196745.78104910714 -133199.49193548388 62311.601965332033 19188.105580357143 -62336.713240697834 -176245.66982758621 -2812.704715401786 -84963.733914062497 163423.42174125341 73110.641494455645 -53029.156516575174 -87020.937797619059 -62000.346843405336 195290.3295572917 145725.39583333334 -35951.399865004598 -55401.329128750891 38924.555431547626 -67881.22254849138 -17737.355566406251 -36170.203750000001 44076.156781005862 -196245.55923913047 103373.50266203703
leaf_weight=613429 3393752 65477 29 74 29 22 35 31 48 21 118 29 49 50 46 31 37 21 34 27 21 102 44 21 29 32 20 96 23 27
leaf_count=613429 3393752 65477 29 74 29 22 35 31 48 21 118 29 49 50 46 31 37 21 34 27 21 102 44 21 29 32 20 96 23 27
internal_value=0 142.789 1388.98 21564.7 38596.4 23681.8 129716 -1847.5 106083 -71658.3 1148.11 -25086.2 -6659.3 30669.9 77680.6 -24466.1 -107170 11163.8 19155.6 31473.9 9021.95 -7289.25 5712.75 15420.4 41997.4 -17854.9 -69056.8 18102 -121792 37686.3
internal_weight=0 680052 66623 786 455 391 64 331 70 52 65837 360 294 176 95 81 66 279 258 224 197 176 321 277 154 123 64 125 43 59
internal_count=4073804 680052 66623 786 455 391 64 331 70 52 65837 360 294 176 95 81 66 279 258 224 197 176 321 277 154 123 64 125 43 59
is_linear=0
shrinkage=0.1


Tree=2009
num_leaves=31
num_cat=0
split_feature=4 0 5 2 0 1 5 6 6 1 0 5 6 4 1 0 0 0 6 5 2 2 6 0 1 0 0 0 2 2
split_gain=1.5729e+12 5.72452e+12 7.2031e+12 1.28323e+13 6.75906e+12 1.04362e+13 1.04354e+13 6.79442e+12 1.77099e+13 2.13589e+13 3.0184e+13 1.64606e+13 1.393e+13 1.99599e+13 2.20475e+13 1.1186e+13 1.11552e+13 1.17662e+13 1.10501e+13 1.0833e+13 1.01834e+13 9.7897e+12 1.04084e+13 9.47513e+12 1.71133e+13 1.13011e+13 1.54853e+13 1.39197e+13 9.81605e+12 8.55027e+12
threshold=2.5000000000000004 47.245981600000007 5.5000000000000009 2882.5000000000005 51.768991500000006 36.555998300000006 6.5000000000000009 101.02000000000002 95.045000000000016 38.011626600000007 55.812023600000011 3.5000000000000004 116.05000000000001 1.5000000000000002 43.932356550000009 54.86311005000001 59.764576050000009 60.753246850000004 88.00500000000001 4.5000000000000009 2911.0000000000005 2764.0000000000005 99.050000000000011 54.431501800000014 65.64204770000002 59.91832440000001 58.603553700000006 57.892117950000006 9651.0000000000018 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 10 -10 -12 16 14 -14 21 19 -18 -6 -9 -16 -11 -23 -20 25 26 27 -25 -26 -15
right_child=-2 4 3 -5 6 -7 -8 12 9 15 11 -13 13 29 20 -17 17 -19 23 -21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-892.13077993402567 -10.455530009402814 -30789.621016199453 -3223.3766335227274 96772.730989583346 446.23855580120619 4497.5306028806763 -68320.574502840915 11294.983148938556 -133168.39745008681 12236.128476562501 -71035.062825061425 30443.605368134475 -118884.8585 -4311.5196492727182 47613.184040178574 4386.5905938917595 113375.02145432692 11352.758085937501 -12451.169087727865 67559.518940172697 -29122.40554049745 -10840.416776315789 -80271.763765625015 17404.018560549845 125877.95153320313 -45372.529889112906 95164.938346354174 -63064.206114130437 42232.592718376 15968.700816102539
leaf_weight=29493 3961637 85 33 21 74050 5999 22 344 36 35 31 33 25 380 21 248 26 20 108 38 98 38 50 329 20 31 24 23 47 459
leaf_count=29493 3961637 85 33 21 74050 5999 22 344 36 35 31 33 25 380 21 248 26 20 108 38 98 38 50 329 20 31 24 23 47 459
internal_value=0 369.28 -825.321 35664 796.499 4004.53 541.486 561.286 432.122 -18897.9 -59915.1 -18710.1 7436.26 879.975 -33515.6 -7842.01 22494.3 69017.5 554.113 16892 -15580.8 -32498 -50290 14279.4 20369.9 12660.6 17445.2 12146.2 67201.4 6783.38
internal_weight=0 112167 29547 54 82620 6084 76536 76514 75103 471 100 64 1411 983 144 371 428 46 74632 382 119 123 88 582 474 407 376 352 67 839
internal_count=4073804 112167 29547 54 82620 6084 76536 76514 75103 471 100 64 1411 983 144 371 428 46 74632 382 119 123 88 582 474 407 376 352 67 839
is_linear=0
shrinkage=0.1


Tree=2010
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 0 4 1 6 0 0 6 4 0 5 6 1 0 0 6 1 6 6 0 6 1 4 4
split_gain=1.56981e+12 1.42967e+13 6.06686e+13 1.15738e+14 7.0977e+13 1.22435e+14 1.46219e+14 7.71717e+13 7.02666e+13 2.01229e+14 8.77449e+13 7.2102e+13 6.13388e+13 5.9608e+13 5.92223e+13 5.86244e+13 5.79624e+13 7.22917e+13 5.70457e+13 6.24077e+13 7.94188e+13 5.949e+13 5.61546e+13 4.56384e+13 4.13651e+13 3.91147e+13 3.85417e+13 3.6137e+13 3.48934e+13 4.26016e+13
threshold=45.109778000000006 45.059854000000009 39.018051150000005 39.038055050000004 38.927872750000006 10.500000000000002 6.5000000000000009 45.067157700000003 10.500000000000002 39.023883200000007 59.505000000000003 45.082176650000008 45.085557650000005 89.00500000000001 5.5000000000000009 45.067157700000003 2.5000000000000004 67.91500000000002 39.044653900000007 45.07004340000001 45.085557650000005 118.04500000000002 38.977585500000011 69.605000000000004 122.65000000000002 45.067157700000003 168.45000000000002 39.008519500000006 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 -1 4 8 5 6 12 -6 9 11 -10 -4 -3 16 -14 -12 17 -9 19 -5 23 -20 26 -21 27 -11 -15 -24 -25 -30
right_child=-2 2 3 18 7 -7 -8 13 10 25 15 -13 14 22 -16 -17 -18 -19 21 20 -22 -23 24 28 -26 -27 -28 -29 29 -31
leaf_value=-149.34649293327968 -24.499880671202959 1278.146049065411 5984.1865254971235 -6555.5882577292214 9075.0418539714701 -15309.118269966453 16909.325683026615 2558.1840521948234 -5545.3530203947994 2533.2171393950703 -36646.292206380116 -16846.343813346244 -14426.724865941946 -35.203515071757359 -59171.765947314947 -13883.687080522082 12442.440471436479 -11843.843729883973 -4183.4350960926195 9632.5334301731655 -8644.4227559549017 -117094.18484042553 -33520.816047481654 60141.051128168707 -78016.207746617947 26157.113540671682 116463.67700700433 -589.31580057161227 2628.6562209872545 43208.839076739358
leaf_weight=403392 3524755 1812 1944 3310 19459 5738 4064 50993 9910 979 1736 4796 1169 1368 396 3249 5390 3741 6510 11432 2265 47 825 286 136 2467 29 559 580 467
leaf_count=403392 3524755 1812 1944 3310 19459 5738 4064 50993 9910 979 1736 4796 1169 1368 396 3249 5390 3741 6510 11432 2265 47 825 286 136 2467 29 559 580 467
internal_value=0 157.283 1006.48 -1817.33 2481.5 -4333.04 4130.98 3570.09 -6611.89 -211.289 -10989 -10261.4 -11246.9 1870.87 -25748.8 -21810.6 2548.17 1573.82 3012.67 5874.81 8612.31 -4992.77 -12089.5 11674.3 -25391 19445.6 2383.17 -20219.7 29184.9 20728.9
internal_weight=0 549049 145657 49978 95679 13179 7441 82500 25081 10186 14895 6740 3377 63041 1565 4985 60124 54734 24897 18340 15030 6557 2917 12765 1520 3446 1397 1384 1333 1047
internal_count=4073804 549049 145657 49978 95679 13179 7441 82500 25081 10186 14895 6740 3377 63041 1565 4985 60124 54734 24897 18340 15030 6557 2917 12765 1520 3446 1397 1384 1333 1047
is_linear=0
shrinkage=0.1


Tree=2011
num_leaves=31
num_cat=0
split_feature=4 7 3 5 6 2 6 4 0 6 0 6 4 4 4 0 6 6 6 0 0 1 3 0 0 0 1 1 6 4
split_gain=1.6119e+12 1.04221e+13 4.52472e+13 5.49217e+13 6.5075e+13 1.02212e+14 5.67872e+13 5.39285e+13 9.23334e+13 7.64776e+13 6.97294e+13 4.93906e+13 4.91322e+13 7.48993e+13 2.03764e+14 4.83276e+13 6.75023e+13 9.83967e+13 6.61781e+13 4.55592e+13 4.50369e+13 4.30519e+13 4.812e+13 4.59583e+13 4.22117e+13 5.60224e+13 1.14099e+14 1.55137e+14 8.8156e+13 8.55994e+13
threshold=19.500000000000004 6.0000000000000009 3.5000000000000004 1.5000000000000002 57.715000000000011 75.000000000000014 39.305000000000007 22.500000000000004 55.721784200000009 54.010000000000012 55.834019500000004 83.010000000000005 32.500000000000007 27.500000000000004 26.500000000000004 44.601833250000006 55.805000000000007 53.005000000000003 52.990000000000002 45.00849250000001 55.768246800000007 37.649344350000007 14.500000000000002 55.667390500000003 55.749683450000006 55.834019500000004 37.503969450000007 37.475446350000006 79.710000000000022 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 11 6 5 7 -4 9 -9 21 20 -2 13 14 -10 16 17 18 -7 -6 -11 23 -23 -5 -3 26 27 28 -26 -29
right_child=1 24 3 4 19 15 -8 8 12 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=22.838054213190858 -3356.7241931894869 1446.2008615321045 988.58921795556057 -10058.10813172043 -12157.663578223463 32134.091867378054 -4518.7210335216078 10337.33807325487 67922.648343927794 -12597.171415751691 -79496.039019898279 -18225.595876961288 732.59141754907023 134094.66345214844 -191774.57126464846 3124.4788941346378 177441.51633522729 -92744.112283761162 177441.2698585304 635.24298052638005 97115.551892361123 -85763.684332620876 82543.335750000013 71852.651669921877 -10693.773232392487 -58.009936093201986 -2058.6891472339757 -70801.917206862869 56894.466527964774 -24157.240886324889
leaf_weight=3599339 17001 140500 32712 93 2911 205 43781 693 541 222 149 2572 121 144 32 15678 33 56 37 63707 45 53 25 260 3053 125371 22663 696 206 905
leaf_count=3599339 17001 140500 32712 93 2911 205 43781 693 541 222 149 2572 121 144 32 15678 33 56 37 63707 45 53 25 260 3053 125371 22663 696 206 905
internal_value=0 -173.252 -769.842 -219.52 1529.83 6796.37 -2163.54 26141.5 37342.5 5895.05 -24690.6 -5310.58 59675 69622 53419.5 3922.81 41736.3 26708.5 54350.5 76.2326 5893.74 35416.2 -31819.1 50272.8 194.94 -954.891 -5040.31 -18944.1 -6421.55 -44435
internal_weight=0 474465 181071 161498 85005 18387 76493 2378 1531 847 416 19573 838 717 573 16009 331 298 242 66618 267 431 78 353 293394 152894 27523 4860 3259 1601
internal_count=4073804 474465 181071 161498 85005 18387 76493 2378 1531 847 416 19573 838 717 573 16009 331 298 242 66618 267 431 78 353 293394 152894 27523 4860 3259 1601
is_linear=0
shrinkage=0.1


Tree=2012
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 5 1 1 3 4 4 1 4 6 6 3 6 4 0 1 3 6 6 4 1 7 1 6 1 6
split_gain=1.64483e+12 1.26104e+13 1.86301e+13 1.86434e+13 2.74308e+13 1.87798e+13 3.63106e+13 8.10299e+13 3.97806e+13 2.80954e+13 1.80579e+13 3.75675e+13 4.41897e+13 2.47099e+13 2.46961e+13 2.62565e+13 2.92562e+13 2.05889e+13 3.36046e+13 2.02746e+13 2.53382e+13 2.29421e+13 2.0953e+13 1.88997e+13 1.6793e+13 2.20725e+13 3.20663e+13 2.02563e+13 1.98398e+13 1.64257e+13
threshold=17.500000000000004 30.345769800000003 59.898927250000007 59.825842200000004 30.509101000000005 1.5000000000000002 30.362494150000003 30.370944000000005 21.500000000000004 24.500000000000004 23.500000000000004 30.452677500000004 24.500000000000004 69.605000000000004 87.015000000000015 20.500000000000004 71.030000000000015 22.500000000000004 59.864072000000007 30.452677500000004 19.500000000000004 69.605000000000004 57.005000000000003 34.500000000000007 30.472130500000002 6.0000000000000009 30.362494150000003 71.715000000000018 30.362494150000003 45.305000000000007
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 24 5 29 9 8 -8 -7 17 12 -12 -14 15 -15 -17 -9 -19 20 -20 22 -22 -13 25 28 -27 -28 -3 -5
right_child=1 2 -4 4 -6 6 7 10 -10 -11 11 23 13 14 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=12.274003297030909 2505.9849661455992 -55136.37002232144 -4879.7865019012643 6699.9337751717412 -8152.7334141915699 -45098.69053284551 32390.436979166669 8263.2406516820356 194494.93384146341 16665.825970738231 -62813.461837742914 45400.572768162645 38082.679089782287 21490.028485576924 57603.622468750007 -23719.5812278054 -186804.15980113635 -24319.793703125004 8133.2200130208339 149012.08372896636 90124.683984375006 124812.41832885743 -6317.4557926829275 -9846.4486132812508 -436.00472632772994 58637.591064453125 -41038.813802083336 -125939.38168658089 1319.6311821011038 -25327.812022417049
leaf_weight=3927269 14173 70 9580 1595 1029 142 24 183 41 153 119 274 143 26 25 22 22 50 75 26 50 64 41 80 117564 28 162 34 562 178
leaf_count=3927269 14173 70 9580 1595 1029 142 24 183 41 153 119 274 143 26 25 22 22 50 75 26 50 64 41 80 117564 28 162 34 562 178
internal_value=0 -328.954 -632.513 -301.121 6119.32 10525.5 18527.9 25895.4 134641 -13064.9 20005.1 9831.75 -13057.9 11819.9 -27712.5 -58182.6 -105262 34796.9 50665.1 65310.6 55848.7 78936.9 46672.7 32915.4 -537.618 -14493.3 -41466 -55766.5 -4933.41 3484.51
internal_weight=0 146535 132362 122782 4362 3333 1560 1265 65 295 1200 711 357 238 95 70 44 489 306 256 230 155 91 354 118420 856 224 196 632 1773
internal_count=4073804 146535 132362 122782 4362 3333 1560 1265 65 295 1200 711 357 238 95 70 44 489 306 256 230 155 91 354 118420 856 224 196 632 1773
is_linear=0
shrinkage=0.1


Tree=2013
num_leaves=31
num_cat=0
split_feature=6 6 2 1 5 4 1 0 1 1 1 6 1 4 3 1 0 1 3 0 3 4 2 1 3 0 4 4 2 5
split_gain=1.5742e+12 3.22989e+13 4.50397e+13 9.3267e+13 9.01415e+13 8.12983e+13 4.60417e+13 6.02278e+13 4.72448e+13 4.64158e+13 4.60768e+13 4.26826e+13 2.95537e+13 3.70026e+13 2.93355e+13 3.0162e+13 2.87797e+13 2.96973e+13 2.60412e+13 2.17197e+13 2.69905e+13 3.66489e+13 2.76156e+13 3.40896e+13 2.9786e+13 2.45483e+13 3.09713e+13 2.94598e+13 3.57335e+13 2.0738e+13
threshold=62.375000000000007 62.995000000000012 75.000000000000014 37.682335600000009 1.5000000000000002 5.5000000000000009 37.563506350000004 55.79439725000001 37.318079750000003 37.517483500000004 37.442254400000003 62.625000000000007 37.780517050000007 13.500000000000002 15.500000000000002 37.631035900000008 55.775215600000003 37.374856000000008 18.500000000000004 55.043091000000011 19.500000000000004 21.500000000000004 2506.0000000000005 82.92647190000001 9.5000000000000018 55.029726000000004 16.500000000000004 17.500000000000004 2691.5000000000005 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 7 8 -7 10 -9 16 13 -5 15 -8 17 -10 -15 20 21 25 -23 -24 -25 27 -27 -4 -29 -12
right_child=1 -3 19 12 5 6 14 9 11 -11 29 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-37.305538892574774 179538.21480654762 36.12945880415338 13818.024285631946 -35817.362529793434 108921.53868140244 113794.46101190476 -87698.671826260019 387.89434988839287 -170359.82343750002 -43117.682934027776 186084.51458147322 -9783.2974675841251 66197.185996547967 43735.105764615335 -13626.505934979839 -28684.327132936509 -152534.86840277779 -41575.741177528784 -43521.580400390631 3410.6644199510783 -31092.157813846985 93785.881294014092 3305.2134143736303 42093.769789927246 156335.90956250002 -34841.567112213845 70605.331066894534 -56448.871931008733 7758.5363959531915 60384.846763392852
leaf_weight=2995108 21 1062550 3899 118 41 21 277 42 20 45 35 236 129 236 124 126 36 171 40 9096 145 71 287 262 25 215 32 136 239 21
leaf_count=2995108 21 1062550 3899 118 41 21 277 42 20 45 35 236 129 236 124 126 36 171 40 9096 145 71 287 262 25 215 32 136 239 21
internal_value=0 103.583 4542.6 -10659.5 -25847.4 -29456.7 -34373 -16060.7 -32907.2 40958.3 79564.6 -39561 24653.2 11051.2 -56160.2 -69247.5 -70519.4 -55061 31089.2 6377.56 11458.9 12653.2 34952.5 27675.2 52045.2 9471.83 -21180.4 11243.3 -15527.4 138947
internal_weight=0 1.0787e+06 16146 1739 1216 1195 1154 627 484 143 98 463 523 394 527 403 227 191 276 14407 5311 5166 645 574 287 4521 247 4274 375 56
internal_count=4073804 1078696 16146 1739 1216 1195 1154 627 484 143 98 463 523 394 527 403 227 191 276 14407 5311 5166 645 574 287 4521 247 4274 375 56
is_linear=0
shrinkage=0.1


Tree=2014
num_leaves=31
num_cat=0
split_feature=1 1 5 3 6 1 4 6 0 0 6 1 4 6 6 4 0 2 6 6 0 2 4 6 1 0 0 6 0 0
split_gain=1.49493e+12 2.16142e+13 2.64291e+13 4.19015e+13 2.28724e+13 2.91306e+13 2.70335e+13 2.66801e+13 2.33671e+13 3.72629e+13 2.58108e+13 2.81921e+13 2.37512e+13 2.33061e+13 2.28594e+13 2.14344e+13 1.80435e+13 4.36119e+13 5.10074e+13 3.34532e+13 2.80893e+13 3.02932e+13 3.58674e+13 3.18392e+13 2.76335e+13 3.85923e+13 3.83707e+13 3.42353e+13 3.25713e+13 2.96823e+13
threshold=50.213874250000011 49.692247900000005 3.5000000000000004 4.5000000000000009 118.04500000000002 50.136929700000003 14.500000000000002 120.05000000000001 53.20799465000001 53.341100000000004 59.245000000000012 50.136929700000003 3.5000000000000004 114.05000000000001 156.15000000000003 9.5000000000000018 53.310923100000004 2851.5000000000005 65.805000000000021 102.04000000000001 53.341100000000004 3062.5000000000005 10.500000000000002 44.010000000000012 52.061190950000004 55.622114900000007 55.390026600000006 122.65000000000002 55.462387050000011 61.78914120000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 13 10 -10 15 -13 -3 -9 -12 17 18 -2 -20 21 -18 23 -23 25 26 -22 28 -28 -27
right_child=16 2 3 -5 5 6 -8 14 9 -11 11 12 -14 -15 -16 -17 20 -19 19 -21 24 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=15.600871943208384 -6002.3775126274522 296.68226369154411 1106.4984113382932 47579.271146331332 -70159.066736778856 -9680.8921316964297 -87174.288238965848 43123.212159394054 4999.5541013495904 -4851.1126466265669 38570.570913856907 87863.633309659097 13853.530335817761 60276.00004206731 -44739.648597756415 137234.76565020162 -14798.437604843139 -899.80129723362052 -28691.642730035361 -125965.48323479731 -7544.8919861679433 2917.3822306987054 -1981.816567959841 13962.827636801385 20.128590076124308 -628.52266027232986 -58314.001703471527 -161342.27458984376 -13883.913185401281 -17080.13046040502
leaf_weight=2435175 4369 19470 461 335 39 84 97 123 4705 2275 76 44 2988 65 39 31 800 87892 795 37 3635 5204 4808 5235 1473009 20092 248 20 493 1160
leaf_count=2435175 4369 19470 461 335 39 84 97 123 4705 2275 76 44 2988 65 39 31 800 87892 795 37 3635 5204 4808 5235 1473009 20092 248 20 493 1160
internal_value=0 48.9135 2680.01 20664.8 2203.39 -22109.9 -51210.5 4095.05 2516.59 6416.9 9684.97 16707.9 14927.6 496.255 21971 67155.5 -75.0225 -1426.32 -10324 -33017.5 8.02753 4169.64 5164.88 8456.51 -36.5332 -3290.72 -11819.6 -32238.5 -28753.9 -1526.5
internal_weight=0 2.46601e+06 30832 796 30036 382 181 201 29654 10119 7844 3139 3032 19535 162 107 1.6078e+06 93093 5201 832 1.5147e+06 16047 15247 10439 1.49866e+06 25648 4396 761 741 21252
internal_count=4073804 2466007 30832 796 30036 382 181 201 29654 10119 7844 3139 3032 19535 162 107 1607797 93093 5201 832 1514704 16047 15247 10439 1498657 25648 4396 761 741 21252
is_linear=0
shrinkage=0.1


Tree=2015
num_leaves=31
num_cat=0
split_feature=6 4 5 3 1 0 0 1 2 1 0 2 3 1 4 2 1 4 2 4 5 1 0 5 3 1 3 0 0 0
split_gain=1.51065e+12 3.7085e+12 1.66901e+13 1.50768e+13 3.17333e+13 4.15786e+13 3.32057e+13 3.97563e+13 2.49311e+13 2.89252e+13 2.26473e+13 2.54866e+13 3.97043e+13 2.2384e+13 1.6467e+13 1.52947e+13 1.45707e+13 1.27449e+13 1.17534e+13 1.1154e+13 1.6628e+13 3.04761e+13 1.60588e+13 1.55153e+13 2.55862e+13 3.13104e+13 2.67977e+13 1.48004e+13 1.44862e+13 1.3506e+13
threshold=247.90000000000001 8.5000000000000018 3.5000000000000004 3.5000000000000004 65.534455000000023 55.026775150000006 43.472751400000007 39.023883200000007 2632.5000000000005 38.247071200000008 55.061158000000006 3930.5000000000005 5.5000000000000009 47.386825600000002 5.5000000000000009 3062.5000000000005 38.97264950000001 5.5000000000000009 75.000000000000014 9.5000000000000018 1.5000000000000002 30.323041000000003 42.965693300000005 2.5000000000000004 6.5000000000000009 50.136929700000003 3.5000000000000004 57.892117950000006 55.050541250000002 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -4 8 -8 -10 13 12 14 16 -12 -9 -5 -15 -2 23 28 -22 -23 27 26 -26 -25 -3 -21 -24
right_child=1 19 3 10 5 -7 7 15 9 -11 11 -13 -14 17 -16 -17 -18 -19 -20 20 21 22 29 24 25 -27 -28 -29 -30 -31
leaf_value=-1.7054966190883301 88584.725468749995 -12289.048898101613 -103206.39867061493 66463.874404761911 -34070.667852783205 -202041.02218750003 40069.120601851857 71328.031160261817 -27535.590656887758 -159721.67518750002 122307.16574519231 -91049.023351332726 -84771.833593750009 51239.113092672414 1613.6668750000001 7863.850565905449 -40090.231770833336 153531.79047619048 11218.497593688966 -56584.330984575325 130690.39937499999 94655.549760742186 7099.0627959247131 -22781.915537109377 90677.643875000009 -64630.386921296296 -139275.06438301282 62328.786474609376 -2597.3325631023326 -43529.03988560268
leaf_weight=4070611 20 157 31 21 56 20 27 74 49 25 26 34 26 29 20 78 33 21 1080 78 20 20 892 40 25 27 39 32 137 56
leaf_count=4070611 20 157 31 21 56 20 27 74 49 25 26 34 26 29 20 78 33 21 1080 78 20 20 892 40 25 27 39 32 137 56
internal_value=0 2174.26 5428.82 -8458.86 -20880.4 -78273.4 -5521.7 6447.57 -42182.4 -72193.1 12835.2 -19693.2 14002.7 45989.1 69831.7 38760.9 1347.48 94202 12625.2 -1394.42 3019.32 8503.7 5979.18 -17987.3 -44435.8 10036.9 -80291.2 344.659 -22183.3 4108.37
internal_weight=0 3193 1670 570 360 76 284 253 101 74 210 106 72 104 46 152 54 50 1100 1523 1203 988 968 320 131 52 79 189 215 948
internal_count=4073804 3193 1670 570 360 76 284 253 101 74 210 106 72 104 46 152 54 50 1100 1523 1203 988 968 320 131 52 79 189 215 948
is_linear=0
shrinkage=0.1


Tree=2016
num_leaves=31
num_cat=0
split_feature=0 0 1 1 7 1 1 6 4 4 0 1 2 4 6 1 6 4 4 6 6 3 6 0 3 0 1 1 5 6
split_gain=1.49996e+12 1.71682e+13 3.28508e+13 1.14192e+14 1.3753e+14 1.17134e+14 6.01585e+13 4.70209e+13 4.30197e+13 3.85703e+13 5.26042e+13 3.79326e+13 3.71051e+13 5.11253e+13 3.4682e+13 2.94572e+13 2.90545e+13 2.8594e+13 2.82527e+13 5.14879e+13 5.35396e+13 5.06863e+13 3.16705e+13 3.16049e+13 2.95948e+13 3.22329e+13 1.26589e+14 8.10577e+13 6.64558e+13 1.01699e+14
threshold=56.115175650000005 56.324067350000007 37.978059650000013 37.46219940000001 6.0000000000000009 37.517483500000004 37.804148700000006 72.50500000000001 14.500000000000002 17.500000000000004 56.309668500000008 47.386825600000002 2911.0000000000005 2.5000000000000004 63.005000000000003 37.131181300000009 44.205000000000005 8.5000000000000018 21.500000000000004 86.920000000000016 82.905000000000015 14.500000000000002 37.005000000000003 56.309668500000008 1.5000000000000002 56.309668500000008 43.932356550000009 38.166910000000009 1.5000000000000002 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 8 7 17 16 -5 15 10 14 18 13 -13 -10 -2 -7 -6 22 20 -20 -22 -4 -21 -24 -26 27 -27 -28 -30
right_child=1 -3 11 4 5 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 23 21 -23 24 -25 25 26 28 -29 29 -31
leaf_value=-36.549392148903912 -1735.4729675207109 -32.512451621481034 -526.06686781113478 -31068.320897074405 -23507.794391547312 38548.059078965009 -45340.861272063077 -99854.377123325889 21213.540928715767 -1067.6385365839481 -56609.79060058594 4987.9331844932158 -1708.69051593985 -50063.926424969599 61842.616188832879 -62893.546625976567 99192.761467810531 -125122.75357638889 -3356.1326565863442 -30670.939241318283 -8841.7044181034489 169931.51370535715 -1317.6662375322016 -130055.53238839286 3954.1483019719412 13736.500865354952 38616.209966983035 -24917.994671006232 -1850.2868012693305 26639.245761655548
leaf_weight=2989263 5065 975160 18886 1856 72 158 54 105 724 861 70 304 14467 379 296 80 158 45 3564 373 29 35 8523 35 44708 899 1250 1368 2429 2588
leaf_count=2989263 5065 975160 18886 1856 72 158 54 105 724 861 70 304 14467 379 296 80 158 45 3564 373 29 35 8523 35 44708 899 1250 1368 2429 2588
internal_value=0 100.739 1288.71 -4316.38 -22939.5 24623.3 52201.7 -34751.4 2108.29 14752.5 27248.9 1824.53 -2783.99 -25560.6 33003.9 -2686.42 68870.4 -62590.5 2648.97 -5515.92 -1728.24 88924.9 3057.57 -39196.6 4153.34 5029.14 10660.8 -9589.19 17986 12845.9
internal_weight=0 1.08454e+06 109381 9544 2448 487 370 1961 7096 1951 1090 99837 15150 683 1020 5145 316 117 84687 4036 3628 64 80651 408 61765 53242 8534 2267 6267 5017
internal_count=4073804 1084541 109381 9544 2448 487 370 1961 7096 1951 1090 99837 15150 683 1020 5145 316 117 84687 4036 3628 64 80651 408 61765 53242 8534 2267 6267 5017
is_linear=0
shrinkage=0.1


Tree=2017
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 1 1 7 1 0 0 4 1 5 2 1 6 1 6 4 0 5 6 1 4 0 1 2 0 2
split_gain=1.69641e+12 1.21385e+13 6.01558e+13 5.929e+13 6.16468e+13 4.38477e+13 4.06768e+13 3.50434e+13 6.30964e+13 7.25673e+13 2.70543e+14 1.1116e+14 5.33286e+13 5.21185e+13 4.41893e+13 4.63043e+13 4.25163e+13 5.13218e+13 6.44214e+13 5.43538e+13 4.24834e+13 4.00312e+13 3.94293e+13 1.06587e+14 3.9847e+13 7.45354e+13 8.91783e+13 5.41015e+13 5.11755e+13 4.28912e+13
threshold=5.5000000000000009 57.60122925000001 57.205086850000008 57.670849000000011 48.410000000000004 39.723160900000003 39.939672500000007 6.0000000000000009 30.438492500000006 59.848366150000011 59.764576050000009 4.5000000000000009 30.303340300000002 2.5000000000000004 2632.5000000000005 38.430814800000007 49.485000000000007 30.362494150000003 80.720000000000013 4.5000000000000009 59.905532300000012 3.5000000000000004 82.905000000000015 30.277905650000005 4.5000000000000009 60.034792100000011 30.084656550000002 3338.0000000000005 59.856552950000008 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 14 12 10 -10 -12 22 -13 15 -5 -14 18 -18 -19 -20 -22 23 24 -9 26 29 -27 -28 -26
right_child=-2 3 5 7 6 -7 -8 8 9 -11 11 13 16 -15 -16 -17 17 19 20 -21 21 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=67.1630123948473 -40.350467643709919 628.81071301035786 -20110.379299110853 -75714.906714729645 18440.622918817233 -4225.8016197671723 -633.02170879526409 -12446.820284455129 18123.561372873275 -3774.5089313983149 21912.246213942308 170871.41247558594 4781.3432062937218 328845.84959677421 586.74752968585392 -4569.4071040973367 -51830.343700406549 14181.36031396034 -49927.742502275491 -28030.99513126149 12947.950094150641 149814.85712890627 -26966.672925221515 166395.90944010418 -79028.340991611185 127303.11603036556 51778.628928585211 -28984.636914062503 -5336.1679526826265 4654.1981727165903
leaf_weight=973960 2928705 6776 2031 92 5088 12037 1433 390 2440 1234 39 64 1769 31 117959 16185 638 759 103 510 195 24 205 48 122 106 476 28 234 123
leaf_count=973960 2928705 6776 2031 92 5088 12037 1433 390 2440 1234 39 64 1769 31 117959 16185 638 759 103 510 195 24 205 48 122 106 476 28 234 123
internal_value=0 103.2 -26.6147 919.779 7308.38 -6519.06 14249.2 328.927 6185.84 16162.9 25721.1 164064 -444.635 222421 -87.2305 -4971.53 -6794.36 -15981.2 -33427 -2783.42 3036.8 27947.1 14212.5 19740.8 14981.3 24804 15004.2 94646 32954.9 -37016.3
internal_weight=0 1.1451e+06 988028 157071 13297 14068 6521 143774 9538 3808 2574 134 5730 95 134236 16277 3998 2229 960 1269 322 219 1732 1527 1479 1089 955 134 710 245
internal_count=4073804 1145099 988028 157071 13297 14068 6521 143774 9538 3808 2574 134 5730 95 134236 16277 3998 2229 960 1269 322 219 1732 1527 1479 1089 955 134 710 245
is_linear=0
shrinkage=0.1


Tree=2018
num_leaves=31
num_cat=0
split_feature=6 5 1 0 0 6 0 0 6 4 2 0 6 0 3 4 4 1 6 6 2 0 0 4 4 1 2 4 4 0
split_gain=1.69877e+12 1.04693e+13 2.78868e+13 2.47967e+13 2.45569e+13 2.17971e+13 1.90572e+13 2.33954e+13 1.79574e+13 4.86262e+13 1.20937e+14 8.55356e+13 6.30198e+13 4.04705e+13 3.26553e+13 4.6737e+13 6.85424e+13 3.61667e+13 3.10808e+13 3.10123e+13 2.80829e+13 2.67472e+13 5.12141e+13 4.0724e+13 3.21898e+13 2.59477e+13 2.35099e+13 2.62114e+13 2.34437e+13 2.33662e+13
threshold=120.05000000000001 2.5000000000000004 38.247071200000008 55.737027400000009 43.051287600000009 125.02000000000002 55.768246800000007 55.81943720000001 247.90000000000001 5.5000000000000009 2851.5000000000005 43.687280500000007 156.15000000000003 45.067157700000003 8.5000000000000018 17.500000000000004 9.5000000000000018 39.718675700000013 149.05000000000004 125.02000000000002 2892.5000000000005 56.818587550000011 56.342669500000007 23.500000000000004 17.500000000000004 43.932356550000009 2828.5000000000005 16.500000000000004 13.500000000000002 56.83050475000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 10 11 -6 14 -14 15 16 19 18 -16 -11 -18 22 23 24 -19 -21 -15 -28 -10 -22
right_child=1 -3 4 6 8 -7 7 -9 28 12 -12 -13 13 26 17 -17 20 21 -20 25 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.0243662849707649 -84574.269990079367 -961.1258929412287 -29547.790574507282 96818.899441964284 249677.88050271739 -18810.920861235118 -106398.22163085938 3947.4100765672929 12194.247151466117 -31278.285309469287 -65175.772429894459 21214.184032346493 230101.41752717394 166747.64680397729 -132864.00899621213 -55739.337857142862 216457.26604166671 4952.8101151315786 13329.577223557695 -3386.7971093750002 46907.482525111613 -54673.668683035721 175685.35364583333 -64039.221713033541 149353.88401442309 118997.5625 -37203.586345108699 101861.42379020923 -32977.133692599418 182403.36552734376
leaf_weight=4026164 63 44882 132 21 23 252 20 489 844 58 151 57 23 22 33 35 30 38 26 30 35 35 24 41 26 41 23 33 133 20
leaf_count=4026164 63 44882 132 21 23 252 20 489 844 58 151 57 23 22 33 35 30 38 26 30 35 35 24 41 26 41 23 33 133 20
internal_value=0 -593.645 5386.51 -9743.21 12069.5 -31963.6 3463.24 -388.371 15154 26223.1 -12509.7 86897.5 41837.8 113530 26496.9 51388.9 68909.8 -1297.19 -68439.7 22970.2 138630 22857.7 43893.4 13769.5 63615.7 67285.9 79156.3 44745.4 6045.02 96178.7
internal_weight=0 47640 2758 845 1913 315 530 509 1781 804 231 80 573 101 472 249 214 223 59 129 85 164 129 105 64 71 78 56 977 55
internal_count=4073804 47640 2758 845 1913 315 530 509 1781 804 231 80 573 101 472 249 214 223 59 129 85 164 129 105 64 71 78 56 977 55
is_linear=0
shrinkage=0.1


Tree=2019
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 4 6 0 0 4 3 0 6 6 6 0 0 3 4 6 6 1 4 1 0 3 4 2 1 5
split_gain=1.48724e+12 8.90906e+12 2.59228e+13 6.81752e+13 9.05768e+13 7.63897e+13 7.5719e+13 6.33703e+13 5.12141e+13 4.29894e+13 4.40864e+13 4.67676e+13 4.24682e+13 4.02443e+13 3.08108e+13 3.02931e+13 2.90426e+13 2.82154e+13 2.6258e+13 2.48776e+13 2.42543e+13 2.64791e+13 4.16867e+13 5.45945e+13 5.53877e+13 2.96083e+13 4.03503e+13 4.34354e+13 3.72074e+13 3.37898e+13
threshold=88.00500000000001 37.897576350000001 37.858952300000006 55.649510000000014 55.768246800000007 11.500000000000002 110.01500000000001 55.93962770000001 55.897267000000006 9.5000000000000018 4.5000000000000009 55.676890650000011 125.02000000000002 96.050000000000011 103.03500000000001 55.660117850000006 55.93962770000001 7.5000000000000009 14.500000000000002 122.65000000000002 91.02500000000002 44.064675150000006 16.500000000000004 44.628646350000004 56.262014700000009 7.5000000000000009 24.500000000000004 2828.5000000000005 43.80299105000001 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 9 -4 8 -8 13 -5 -11 15 17 -6 16 -12 18 -7 -10 -13 21 25 23 24 -23 26 28 -28 -3 -30
right_child=1 20 3 4 6 12 7 -9 14 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=14.768249311203997 416.60029643768843 -1853.399080147062 32652.675407037816 -54148.965117187501 -132473.92280067122 -10535.752680664064 127778.89113235474 -22473.164804687502 2846.145885970745 110502.74787642046 60539.252176706417 49015.006216114773 -194633.67656250001 17314.864143880211 -96990.484732142868 -47062.79488699777 -21829.729299379007 -96512.837823737165 117253.77367187501 132568.78425480772 -126.57347953190829 9523.6567571356754 8082.6110648260938 -4757.4624421584313 132134.93853717673 -14361.31685009558 -9006.4930088141027 137550.79031808037 -111786.50475260417 -22594.334873999622
leaf_weight=3844148 67044 5376 119 40 71 80 64 50 47 110 38 413 24 24 35 84 156 73 35 39 136026 101 3852 11318 58 3881 39 42 48 369
leaf_count=3844148 67044 5376 119 40 71 80 64 50 47 110 38 413 24 24 35 84 156 73 35 39 136026 101 3852 11318 58 3881 39 42 48 369
internal_value=0 -247.202 707.675 13700.2 24255 -29303.5 -9332.69 61878.9 -31392.8 46615.9 52508.6 41394.8 -70957.7 -94632.5 -9386.28 -13547.4 3496.69 -51557.5 51678.7 56224.3 -653.464 -3510.7 -918.848 -3939.99 54249.8 -7583.53 -3105.39 66986.2 -4085.44 -32861.1
internal_weight=0 229656 68546 1502 1206 296 482 114 368 724 684 574 177 95 273 122 238 153 82 452 161110 25084 15329 11477 159 9755 5874 81 5793 417
internal_count=4073804 229656 68546 1502 1206 296 482 114 368 724 684 574 177 95 273 122 238 153 82 452 161110 25084 15329 11477 159 9755 5874 81 5793 417
is_linear=0
shrinkage=0.1


Tree=2020
num_leaves=31
num_cat=0
split_feature=0 5 0 1 1 1 1 0 4 6 0 6 6 6 1 0 6 3 3 4 3 3 6 0 6 1 5 1 3 3
split_gain=1.50811e+12 1.41787e+13 5.77794e+13 4.11599e+13 3.59457e+13 3.06485e+13 4.68736e+13 9.45507e+13 7.39709e+13 8.72848e+13 4.59994e+13 4.67724e+13 7.37186e+13 3.62414e+13 3.45352e+13 3.37324e+13 4.0213e+13 3.35889e+13 2.83398e+13 2.72487e+13 4.67715e+13 2.63248e+13 2.40154e+13 4.93546e+13 2.80123e+13 3.9565e+13 2.78036e+13 2.91891e+13 6.22683e+13 4.47191e+13
threshold=45.109778000000006 3.5000000000000004 45.090603300000005 39.008519500000006 38.948208550000011 38.965413050000002 38.989878900000008 45.059854000000009 14.500000000000002 134.05000000000004 45.047736150000013 134.05000000000004 98.020000000000024 128.05000000000004 38.977585500000011 45.063245050000006 84.810000000000016 14.500000000000002 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 130.05000000000004 45.036141150000006 118.04500000000002 37.318079750000003 4.5000000000000009 38.948208550000011 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 5 4 -4 15 7 8 10 17 21 12 -12 18 -15 16 -3 -10 -9 -6 -21 -7 23 24 25 -18 27 28 -24 -29
right_child=-2 2 3 -5 19 6 -8 13 9 -11 11 -13 -14 14 -16 -17 22 -19 -20 20 -22 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=70.154941373519307 -24.013621718051567 5661.3012975862075 -13124.985248480903 -3486.4092421875002 21505.887544642857 60250.533439670144 2924.6981087150448 96337.394270833349 136335.69953703703 34776.763723385993 -2885.2364257812501 -47521.496467391305 177024.38429939517 -40772.482546874999 -184720.91001562501 24286.045819649938 -66457.048204478662 280641.04320652172 -23130.457074558424 212669.98116776315 75865.889062500006 72.488311799871866 180143.66425000003 -72206.304407108197 -48054.64998726223 784.12437790732349 -25875.653512529771 -159667.47455357143 15771.866309917903 -3177.8023993791853
leaf_weight=534444 3524755 1194 36 100 35 90 9803 24 54 91 36 23 62 50 25 339 101 23 115 38 73 378 25 198 230 655 351 21 295 140
leaf_count=534444 3524755 1194 36 100 35 90 9803 24 54 91 36 23 62 50 25 339 101 23 115 38 73 378 25 198 230 655 351 21 295 140
internal_value=0 154.161 3228.23 48054 76372.9 2345.67 5000.6 25958.4 42549.7 101081 25855 80815.3 110935 -32731.6 -88755.3 -5714.11 -8882.35 179440 -2502.91 98440.9 122700 11645.2 -17496 -26645.3 -17496.1 -8199.15 -4475.93 11140.1 28613.4 -23589.5
internal_weight=0 549049 14605 282 182 14323 10774 971 757 168 589 121 98 214 75 3549 3210 77 139 146 111 468 2016 1184 986 756 832 481 320 161
internal_count=4073804 549049 14605 282 182 14323 10774 971 757 168 589 121 98 214 75 3549 3210 77 139 146 111 468 2016 1184 986 756 832 481 320 161
is_linear=0
shrinkage=0.1


Tree=2021
num_leaves=31
num_cat=0
split_feature=6 5 3 4 4 2 2 0 0 7 1 4 3 0 0 6 0 4 0 4 2 1 7 1 1 3 2 1 0 6
split_gain=1.51578e+12 9.34245e+12 2.67453e+13 4.94822e+13 4.58241e+13 7.70708e+13 5.30808e+13 6.14782e+13 4.91987e+13 5.48084e+13 8.38444e+13 3.79647e+13 4.68515e+13 3.6718e+13 4.34899e+13 6.14668e+13 6.03977e+13 5.43005e+13 3.78042e+13 3.61816e+13 6.40833e+13 6.03574e+13 6.70504e+13 6.08251e+13 3.73616e+13 1.02591e+14 1.1601e+14 9.74868e+13 5.12478e+13 6.6796e+13
threshold=120.05000000000001 3.5000000000000004 12.500000000000002 15.500000000000002 12.500000000000002 2632.5000000000005 9613.5000000000018 55.030407050000001 59.933037250000005 6.0000000000000009 30.370944000000005 20.500000000000004 4.5000000000000009 44.878071950000013 45.047736150000013 125.02000000000002 45.082176650000008 23.500000000000004 45.036141150000006 17.500000000000004 8009.5000000000009 60.620042600000012 6.0000000000000009 60.636764050000004 38.977585500000011 2.5000000000000004 2828.5000000000005 38.999037500000007 55.806294650000005 138.05000000000004
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 -6 8 -8 -7 10 -10 19 -13 -14 15 -15 -16 -17 -19 20 21 24 23 -23 25 26 -5 -26 29 -27
right_child=1 -3 -4 11 5 6 7 -9 9 -11 -12 12 13 14 16 17 -18 18 -20 -21 -22 22 -24 -25 27 28 -28 -29 -30 -31
leaf_value=6.6352714794797754 -2974.565688910287 714.43512853620393 6069.6429568542599 -17633.800775505515 -46062.998333333337 38561.312707283876 -59145.976999080885 86236.895014252543 -8465.3247650971298 31986.123019366201 -258638.3195684524 -24852.055952548981 -94898.315794270835 -51294.443839285719 -117756.0683277027 168867.62326912716 13895.012852393964 -74851.929985119059 90140.499237804892 -45797.634706807141 37098.92632111194 -242227.6043478261 30735.004557291672 -70850.903181340153 219139.36023065477 -87277.100177176355 273157.19986413041 -1069.8314843698165 10174.249993522801 -5454.1753597530251
leaf_weight=4026164 13226 26044 3381 34 180 1036 136 37 37 71 21 512 30 35 37 58 599 21 41 512 204 23 60 208 21 280 23 471 147 155
leaf_count=4026164 13226 26044 3381 34 180 1036 136 37 37 71 21 512 30 35 37 58 599 21 41 512 204 23 60 208 21 280 23 471 147 155
internal_value=0 -560.762 -2098.6 -3614.76 -1085.87 15369.9 23634.4 -28052.5 31309.8 -26927.2 -99045.2 -14356.9 -1111.91 13693.1 17811.7 65308.9 6236.07 99318.3 34256 -22614.9 -15315 -22834.3 -63450.6 -87914.4 -12384 -28332.2 99702.9 8329.34 -40871.8 -58121.8
internal_weight=0 47640 21596 18215 14744 1518 1338 173 1165 129 58 3471 1333 821 791 155 636 120 62 2138 1626 1422 291 231 1131 639 57 492 582 435
internal_count=4073804 47640 21596 18215 14744 1518 1338 173 1165 129 58 3471 1333 821 791 155 636 120 62 2138 1626 1422 291 231 1131 639 57 492 582 435
is_linear=0
shrinkage=0.1


Tree=2022
num_leaves=31
num_cat=0
split_feature=2 1 0 4 6 6 6 6 3 7 0 0 1 0 0 6 0 6 2 1 1 4 6 1 6 6 6 6 5 0
split_gain=1.50624e+12 7.99771e+12 9.20592e+12 1.33526e+13 1.24231e+13 1.22816e+13 1.22541e+13 1.01389e+13 7.26387e+12 3.64628e+13 4.20636e+13 3.21139e+13 1.00682e+14 9.39679e+13 6.70132e+13 6.56694e+13 3.06484e+13 3.71374e+13 4.74904e+13 2.98526e+13 4.97946e+13 4.20673e+13 3.65037e+13 2.92659e+13 2.94064e+13 8.0347e+13 6.82332e+13 4.98495e+13 2.84115e+13 2.58623e+13
threshold=3338.0000000000005 91.443676550000006 53.715816400000008 6.5000000000000009 77.010000000000005 73.41500000000002 85.020000000000024 118.04500000000002 1.5000000000000002 6.0000000000000009 43.472751400000007 59.950512650000007 30.362494150000003 59.898927250000007 59.933037250000005 55.805000000000007 56.288960650000007 54.010000000000012 2632.5000000000005 38.109452700000006 37.897576350000001 18.500000000000004 118.04500000000002 40.024897700000004 87.395000000000024 108.05000000000001 80.720000000000013 74.615000000000009 5.5000000000000009 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 -8 9 10 23 12 29 19 15 -15 -12 -18 -19 20 21 -14 -21 24 26 -26 27 -1 -20 -11
right_child=-2 2 3 4 -6 6 7 -9 -10 11 16 -13 13 14 -16 -17 17 18 28 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=20657.277656297872 73.044153475847381 -6790.1911153906449 12253.435014106935 4501.3411973994298 -27050.987536952372 98891.378835227282 -3690.6346656976743 82491.439492187506 -117.12087541311799 -18403.415939728362 528.38490753163194 16862.547002936899 -1502.6807514049642 32997.362493799606 -74260.445961441539 139000.05347620414 -273.93078236807975 656.49449121063844 -10733.797173458879 7384.1688924719901 -25625.515179006805 21712.405108008341 -46480.299000369094 -8955.363545699347 194667.28674242424 -52049.017045454551 -157473.04925595238 145535.7731060606 80833.7016027114 -72031.72541809082
leaf_weight=1020 1667517 489 1117 697 152 33 43 20 2143556 1421 187250 1829 5599 126 31 109 30639 6273 10050 13483 741 907 127 336 33 22 21 33 34 96
leaf_count=1020 1667517 489 1117 697 152 33 43 20 2143556 1421 187250 1829 5599 126 31 109 30639 6273 10050 13483 741 907 127 336 33 22 21 33 34 96
internal_value=0 -50.6184 5545.64 8471.06 -1147.6 15203.3 49526.5 23668.8 -56.5575 442.409 60.9861 4116.67 3086.98 4874.09 63934.6 82164.6 -44.6583 -2327.88 -6175.22 4120.87 -1063.73 1733.73 6881.54 16953 24663.5 95980.8 21011.3 24570.8 -10425.1 -21797.2
internal_weight=0 2.40629e+06 2551 2062 849 1213 96 63 2.40374e+06 260180 235711 24469 22640 21123 266 235 234246 46996 16357 20857 7247 6506 13610 1465 1129 55 1074 1053 10084 1517
internal_count=4073804 2406287 2551 2062 849 1213 96 63 2403736 260180 235711 24469 22640 21123 266 235 234246 46996 16357 20857 7247 6506 13610 1465 1129 55 1074 1053 10084 1517
is_linear=0
shrinkage=0.1


Tree=2023
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 6 6 5 0 1 4 1 1 6 3 0 1 0 6 6 6 4 2 6 7 1 1 4 2
split_gain=1.45512e+12 2.49373e+13 8.53877e+13 4.90983e+13 2.6543e+13 2.83916e+13 2.1608e+13 3.68041e+13 3.12774e+13 2.32581e+13 2.16095e+13 2.23373e+13 2.50597e+13 5.00366e+13 4.1657e+13 3.7319e+13 3.74729e+13 2.08562e+13 1.86954e+13 3.42804e+13 2.33429e+13 3.00383e+13 3.79416e+13 2.2373e+13 4.08875e+13 2.42968e+13 2.246e+13 2.16684e+13 2.34427e+13 2.16436e+13
threshold=56.760749800000006 56.385857200000011 25.500000000000004 30.500000000000004 15.500000000000002 60.590708550000009 134.05000000000004 149.05000000000004 4.5000000000000009 56.638205000000006 37.131181300000009 3.5000000000000004 37.343102500000008 37.957884500000006 56.805000000000007 5.5000000000000009 56.685611200000004 37.631035900000008 56.685611200000004 116.05000000000001 103.03500000000001 88.825000000000003 11.500000000000002 4829.0000000000009 87.395000000000024 6.0000000000000009 47.899251850000006 83.971434050000013 8.5000000000000018 2691.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 10 -8 9 -9 -3 -12 14 15 -13 17 -17 -14 23 20 21 -20 -23 24 29 26 -25 28 -27 -15
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 11 12 13 18 -16 16 -18 -19 19 -21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=7.7907821288872334 113.56706517223179 -23900.394994825914 139576.64868819964 -2721.3450298108555 29198.988865476749 -2377.6498893744292 -79195.719320154676 60152.6653266059 -71873.871444515302 -23403.338961693549 2432.9264169772077 -941.60151463685781 -10957.690204461829 -1827.7355215027915 36489.75976369319 -53094.53742712221 -209073.36625000002 -48195.144959170859 -6236.9264899449881 -134584.26904761905 91819.638688151041 -87409.292110188806 30645.220975534543 3507.2768083538026 -98275.414855707902 -21967.940188617358 -2276.6144596025938 35322.816582527812 -4793.812415540463 -13510.671636477358
leaf_weight=3128637 883529 461 67 38 553 587 99 72 49 62 8972 1012 616 3892 421 67 20 199 9083 21 24 96 38 12210 49 978 14915 118 4243 2676
leaf_count=3128637 883529 461 67 38 553 587 99 72 49 62 8972 1012 616 3892 421 67 20 199 9083 21 24 96 38 12210 49 978 14915 118 4243 2676
internal_value=0 -31.4518 -2023.33 88078.3 -2177.08 12939.8 -2462.44 -30078.8 -3507.29 21492.4 -2332.88 -2166.2 -2980.42 -3359.75 10055.3 -26695.8 -88951.7 -20050 -2924.34 -6963.87 -6673.86 -6930.32 -53931.1 -1967 -7266.68 -886.784 326.936 -7053.14 -8010.88 -6587.71
internal_weight=0 3.19028e+06 61638 105 61533 1140 60393 282 183 134 60111 59650 50678 49245 1433 902 87 815 48343 9262 9241 9217 134 39081 6617 32464 27125 5339 5221 6568
internal_count=4073804 3190275 61638 105 61533 1140 60393 282 183 134 60111 59650 50678 49245 1433 902 87 815 48343 9262 9241 9217 134 39081 6617 32464 27125 5339 5221 6568
is_linear=0
shrinkage=0.1


Tree=2024
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 4 4 1 4 6 1 4 6 0 6 1 1 0 4 3 6 6 6 4 6 6 7 3 4 1
split_gain=1.47362e+12 1.64377e+13 8.67076e+13 1.13973e+14 7.64817e+13 6.99173e+13 8.48961e+13 4.45294e+13 3.71321e+13 7.08986e+13 8.30396e+13 5.6287e+13 4.95116e+13 3.74487e+13 3.6717e+13 3.08389e+13 5.06242e+13 1.025e+14 7.47263e+13 4.41228e+13 4.06323e+13 4.04714e+13 3.88304e+13 3.61897e+13 3.03253e+13 2.68823e+13 2.64681e+13 2.61725e+13 2.5373e+13 2.48394e+13
threshold=56.128722100000005 56.228352100000002 2970.5000000000005 44.064675150000006 5.5000000000000009 8.5000000000000018 6.5000000000000009 36.865631950000008 15.500000000000002 58.305000000000007 41.966773150000002 9.5000000000000018 89.00500000000001 56.148747500000006 80.720000000000013 47.17130860000001 47.256487700000001 56.148747500000006 8.5000000000000018 5.5000000000000009 93.050000000000011 104.01000000000001 128.05000000000004 6.5000000000000009 63.705000000000005 66.990000000000023 6.0000000000000009 3.5000000000000004 6.5000000000000009 47.17130860000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -8 9 -4 13 15 -13 27 -2 22 17 -17 19 -19 -20 -18 -12 -21 -6 26 -10 -11 -23 -14
right_child=1 -3 8 4 24 -7 7 -9 25 10 11 12 29 -15 -16 16 21 18 20 23 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.88444788592529 -4843.929848623472 33.030731940762671 3253.3518183930182 -12658.907840284737 -37664.814807612885 8518.5444231154161 59432.405468750003 -100083.61240234376 12432.707427139489 61171.550300480776 -13711.371088564307 8781.9349315715281 3353.2861909754138 31651.203024631075 -84283.916677701287 18200.902857388584 14801.157563152083 104945.50146136559 45587.975777794134 -79364.406375000006 -46112.397473538309 -98429.676282429253 80616.538010204094 77251.512410481781 -83041.314984410841 -15514.317285646357 -6363.4068465853716 142832.04329200456 375.37833946078433 -49354.674132692773
leaf_weight=3004321 4197 1038449 9011 1738 454 5146 20 140 1484 78 399 1378 136 144 59 1320 1328 365 219 25 62 53 49 36 218 1071 1513 79 51 261
leaf_count=3004321 4197 1038449 9011 1738 454 5146 20 140 1484 78 399 1378 136 144 59 1320 1328 365 219 25 62 53 49 36 218 1071 1513 79 51 261
internal_value=0 100.804 2368.62 -4301.15 -23736.1 597.223 -8633.56 -80144.1 6557.6 8856.51 17295.4 14583.9 -182.545 68481.3 -5945.19 21292.5 24489.8 34658.1 65384.5 91788.9 25355.2 10096.6 -3394.26 13064.7 -52385.2 -1915.81 2943.71 102262 -49977.2 -31298.5
internal_weight=0 1.06948e+06 31034 11972 2410 9562 4416 160 19062 14994 5983 5682 1775 301 4256 3907 3459 2027 707 426 281 1432 448 61 672 4068 2997 157 104 397
internal_count=4073804 1069483 31034 11972 2410 9562 4416 160 19062 14994 5983 5682 1775 301 4256 3907 3459 2027 707 426 281 1432 448 61 672 4068 2997 157 104 397
is_linear=0
shrinkage=0.1


Tree=2025
num_leaves=31
num_cat=0
split_feature=6 2 0 5 3 0 3 2 1 0 0 1 3 0 1 5 4 0 5 0 1 2 1 1 1 1 2 2 1 4
split_gain=1.39495e+12 3.57328e+12 3.9728e+12 1.62546e+13 1.72128e+13 1.33938e+13 7.70826e+12 7.35932e+12 1.95482e+13 1.37899e+13 3.97223e+13 2.80508e+13 1.11333e+13 2.07184e+13 1.81338e+13 1.38977e+13 1.08009e+13 2.917e+13 1.01488e+13 1.1735e+13 1.00542e+13 8.27314e+12 7.61365e+12 6.95478e+12 1.65395e+13 6.91844e+12 7.27541e+12 1.5421e+13 4.86026e+13 1.30225e+13
threshold=247.90000000000001 13505.500000000002 43.472751400000007 3.5000000000000004 3.5000000000000004 43.550475500000012 7.5000000000000009 7884.5000000000009 82.93515810000001 55.046782850000007 54.998919050000005 82.860505900000007 7.5000000000000009 54.916864950000011 113.48479755000001 4.5000000000000009 7.5000000000000009 55.039488700000007 4.5000000000000009 45.177967300000006 92.948588300000011 6426.0000000000009 92.791023150000015 30.157841000000001 30.277905650000005 30.315889700000003 2875.5000000000005 2911.0000000000005 41.966773150000002 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 -5 -4 -6 20 9 10 18 -11 13 14 15 -10 17 -15 19 -9 21 22 23 -7 -25 -26 -27 28 -28 -30
right_child=1 -3 5 4 6 7 -8 8 12 11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-1.6388846840376368 8196.6511797930743 25480.230764770509 67982.027431955648 -106047.82707913307 27877.662500000002 57028.517122395839 -54304.45863095238 -13210.822479607079 -29725.927157738097 -52583.556451231059 -181623.17725074408 97501.780156249995 75184.980625000011 123335.55243055556 23402.066648065476 -141120.05729166669 724.77669178486997 -15887.629658777572 22566.772352430558 -103462.98035937501 56527.366781038851 39064.664720552886 -50943.430213341344 -74860.987433087386 53294.494538225445 -2280.7447064254575 167396.21650000001 5846.2204566267283 -65425.088018341063 36836.655474668565
leaf_weight=4070611 148 64 31 31 25 24 21 34 21 33 21 20 20 27 21 24 423 34 27 25 37 65 26 27 28 1071 25 787 20 33
leaf_count=4070611 148 64 31 31 25 24 21 34 21 33 21 20 20 27 21 24 423 34 27 25 37 65 26 27 28 1071 25 787 20 33
internal_value=0 2089.34 1610.91 -11190.4 -48453.7 2602.74 -9640.26 1897.29 -6774.34 -37660.9 -58322.7 4052.42 1895.58 -769.493 -53328.5 -89136.1 6397.65 45735.7 -28214.4 -51453.3 4851.23 3943.34 2824.82 3518.61 2873.59 3942.24 3228.47 10049.7 52461.7 -1752.68
internal_weight=0 3193 3129 225 77 2904 46 2873 730 160 107 53 570 550 66 45 484 61 86 59 2143 2106 2041 2015 1991 1964 1936 865 78 53
internal_count=4073804 3193 3129 225 77 2904 46 2873 730 160 107 53 570 550 66 45 484 61 86 59 2143 2106 2041 2015 1991 1964 1936 865 78 53
is_linear=0
shrinkage=0.1


Tree=2026
num_leaves=31
num_cat=0
split_feature=6 1 4 2 1 0 4 0 4 4 3 3 4 1 0 0 5 1 4 0 3 4 1 0 3 3 6 0 7 0
split_gain=1.39511e+12 7.61831e+12 1.25699e+13 3.46037e+13 3.18517e+13 7.25938e+13 7.70544e+13 3.38669e+13 5.753e+13 3.8152e+13 8.40549e+13 5.1141e+13 3.10895e+13 2.65014e+13 2.14871e+13 1.44928e+13 1.47101e+13 1.3654e+13 1.17211e+13 1.77647e+13 7.6073e+13 1.6191e+13 3.36298e+13 2.90259e+13 4.09678e+13 4.14196e+13 2.95422e+13 2.82095e+13 3.6875e+13 2.99015e+13
threshold=142.05000000000004 38.97264950000001 20.500000000000004 2632.5000000000005 38.948208550000011 45.029425500000009 3.5000000000000004 45.053967500000006 15.500000000000002 10.500000000000002 4.5000000000000009 11.500000000000002 16.500000000000004 38.965413050000002 55.858844800000007 45.067157700000003 3.5000000000000004 37.740454950000007 6.5000000000000009 44.601833250000006 7.5000000000000009 15.500000000000002 38.91194105000001 56.342669500000007 2.5000000000000004 13.500000000000002 149.05000000000004 59.963561900000009 6.0000000000000009 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 12 -7 8 -8 15 -11 -12 -6 -13 17 16 -9 -4 -2 20 -20 22 23 24 26 -26 -21 28 -25 -29
right_child=1 -3 3 -5 5 6 7 9 -10 10 11 13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=4.1412043930467695 6300.790275161402 -1999.2900208250737 89779.532879849139 -24363.633685520719 123303.89377520162 -138159.72945772059 61167.197864583337 -33730.66985887097 -125180.05024414063 258989.10273902529 -84989.757500000007 16407.015923394098 11558.89411764706 133331.51382068451 -37626.937863685343 -62667.09173387097 56636.166533430238 5741.3325565732766 -188459.22465625001 -126187.53088235295 49577.068157327594 11605.340640862838 -86329.136847729969 -57104.646016737308 16470.514489544636 -116813.16588541667 -19978.751669579222 121332.46242559525 53662.414407169126 -9487.928852022611
leaf_weight=4053505 2324 14858 58 448 93 34 30 31 37 21 25 36 34 42 29 31 43 29 25 34 29 581 53 259 818 24 114 21 34 104
leaf_count=4053505 2324 14858 58 448 93 34 30 31 37 21 25 36 34 42 29 31 43 29 25 34 29 581 53 259 818 24 114 21 34 104
internal_value=0 -826.957 2374.39 -11759.5 4008.91 29141.8 4416.82 20793.9 -41741 39090.1 76650 39474.1 93387.9 79366.4 36918.4 -5266.43 18779.8 61766.8 1410.32 -4012.13 -60624.9 -2515.02 -8130.31 -5186.74 4142.84 12671.5 -44378.1 -27283.1 -44251.1 12489.9
internal_weight=0 20299 5441 564 4877 457 330 296 67 229 124 103 127 78 116 105 74 87 4420 2096 54 2042 1461 1408 990 842 148 418 293 125
internal_count=4073804 20299 5441 564 4877 457 330 296 67 229 124 103 127 78 116 105 74 87 4420 2096 54 2042 1461 1408 990 842 148 418 293 125
is_linear=0
shrinkage=0.1


Tree=2027
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 1 2 1 0 6 1 6 2 0 6 6 1 1 3 0 1 6 6 1 0 1 6
split_gain=1.36792e+12 1.28062e+13 3.15275e+13 4.90443e+13 9.83075e+13 6.13469e+13 9.67276e+13 7.9984e+13 5.60715e+13 7.15967e+13 1.65422e+14 1.32284e+14 5.3938e+13 5.52946e+13 4.93007e+13 3.67159e+13 3.43482e+13 5.31859e+13 5.61153e+13 3.81285e+13 3.88284e+13 3.71953e+13 3.41182e+13 3.85472e+13 3.38037e+13 3.35753e+13 3.21321e+13 3.16702e+13 3.8701e+13 3.59886e+13
threshold=5.5000000000000009 55.539595350000006 55.775215600000003 53.252814850000007 52.380799750000001 38.247071200000008 49.176406850000006 49.230435000000007 37.442254400000003 75.000000000000014 37.331232350000008 55.721784200000009 70.00500000000001 37.290808600000013 75.605000000000004 9236.5000000000018 55.783232450000007 91.02500000000002 106.49500000000002 37.46219940000001 37.488790500000007 2.5000000000000004 55.554045200000012 38.011626600000007 72.50500000000001 63.705000000000005 49.692247900000005 55.768246800000007 37.234509300000006 97.020000000000024
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 8 14 25 9 12 27 -12 -3 -14 -7 -5 17 19 -19 -4 21 -21 23 -10 -15 -8 -9 29 -29 -11
right_child=-2 2 16 15 -6 6 7 26 22 10 11 -13 13 24 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-202.85972582406472 -36.233812517902528 -16893.126948113597 -85113.357823822473 -17380.063241914482 15362.367982500742 -7620.5459026087183 15093.973012927396 -10241.363405648479 31026.735883286863 -1541.5595439265151 -7222.700020507812 141661.48605676598 66437.286265980118 -221155.9956845238 -46688.462680612749 14923.271910286838 255.62094056021675 176719.80084740426 221.05617732558142 118949.7189236111 -11701.996541709865 -18501.512282366075 6482.9145727216819 -90440.999103009264 -82700.056671475511 46272.4999801308 3382.3321831939934 -13583.120201619467 108287.18285361843 -52200.236081271702
leaf_weight=642967 2928705 1101 69 1936 5947 10764 1966 2288 807 5364 100 148 22 21 333 430 437825 31 43 45 3261 35 21677 27 110 419 7114 48 57 144
leaf_count=642967 2928705 1101 69 1936 5947 10764 1966 2288 807 5364 100 148 22 21 333 430 437825 31 43 45 3261 35 21677 27 110 419 7114 48 57 144
internal_value=0 92.6716 471.092 2605.48 3176.76 1796.68 -2092.39 4215.88 4800.72 -2937.56 1702.48 81627.5 -24624.4 -80259.2 -8792.9 -11509.2 176.922 -9712.98 74159.7 -11533.1 -10013.5 58814.8 7246.54 27094.3 -104895 20571.5 66.9721 -1828.86 52575 -2865.97
internal_weight=0 1.1451e+06 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 1254 153 11097 2366 441309 3484 74 3410 3341 80 22511 834 131 2385 9402 5613 105 5508
internal_count=4073804 1145099 502132 60823 58457 52510 22884 11787 29626 7115 5861 248 1254 153 11097 2366 441309 3484 74 3410 3341 80 22511 834 131 2385 9402 5613 105 5508
is_linear=0
shrinkage=0.1


Tree=2028
num_leaves=31
num_cat=0
split_feature=4 3 7 0 0 1 5 5 6 6 6 4 3 6 0 0 3 4 2 1 6 2 0 1 0 6 0 1 6 0
split_gain=1.40764e+12 9.01682e+12 2.46149e+13 2.18839e+13 5.76423e+13 2.60554e+13 2.39883e+13 1.57626e+13 2.07582e+13 3.59185e+13 1.953e+13 1.83151e+13 3.06276e+13 2.1206e+13 2.29536e+13 1.75709e+13 1.68916e+13 2.20115e+13 2.04563e+13 1.65594e+13 1.56131e+13 1.51916e+13 6.25396e+13 2.97202e+13 3.39979e+13 3.4544e+13 3.11447e+13 1.64398e+13 1.52911e+13 1.50503e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 45.177967300000006 44.878071950000013 40.965343750000009 5.5000000000000009 2.5000000000000004 108.05000000000001 87.395000000000024 58.305000000000007 8.5000000000000018 14.500000000000002 66.990000000000023 56.858606850000008 51.659529100000007 12.500000000000002 6.5000000000000009 2970.5000000000005 83.754481100000007 52.990000000000002 75.000000000000014 55.834019500000004 37.71815560000001 55.633951400000008 64.805000000000021 55.743464250000009 37.475446350000006 58.755000000000003 55.061158000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 13 15 -12 19 -13 17 18 -5 -15 -9 22 23 24 -22 -26 -27 -24 -29 -23
right_child=-2 2 -4 6 5 -7 -8 20 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 29 27 -25 25 26 -28 28 -30 -31
leaf_value=-22.841041200890459 54.752582326250945 -7992.6657949479841 5185.0614787591931 -125141.1318431713 17954.896110293743 -7752.2314872224451 93559.531377704334 15218.064331634443 86422.864901620371 -66603.986129324781 42290.693792229729 -25796.121212923728 -101944.41979166667 -136616.1003787879 -4761.6576171875004 13942.073258270624 41966.955752840913 -1771.6467750745874 -18201.562417084318 -28719.209749999998 -13560.175572457343 -8294.1639811247896 90551.052858886716 -1520.2554178873697 -51877.0201672806 -84680.622928103898 -237154.45327380951 60790.749031250009 -9537.136815200618 -2263.5937433612253
leaf_weight=1830206 2181312 2132 5432 27 2394 472 26 379 27 84 37 118 24 33 69 1951 88 30892 53 25 163 6895 40 192 193 37 21 50 81 10351
leaf_count=1830206 2181312 2132 5432 27 2394 472 26 379 27 84 37 118 24 33 69 1951 88 30892 53 25 163 6895 40 192 193 37 21 50 81 10351
internal_value=0 -63.1086 -1246.33 -1860.8 4458.7 13721.2 -2469.89 -2518.06 -1224.16 -1295.01 -1130.35 7851.25 10372.9 -24329.9 -43739.1 11675.7 -1783 -1907.31 -54293.7 -90108.8 -4868.49 -5290.88 -18968.9 -34039.4 -49120.8 -72213.9 -139887 34439 17305.6 -4674.63
internal_weight=0 1.89249e+06 62286 56854 4998 2866 51856 51830 33428 33401 33317 2257 2093 164 127 2069 31060 30972 80 58 18402 18023 777 606 414 251 58 171 131 17246
internal_count=4073804 1892492 62286 56854 4998 2866 51856 51830 33428 33401 33317 2257 2093 164 127 2069 31060 30972 80 58 18402 18023 777 606 414 251 58 171 131 17246
is_linear=0
shrinkage=0.1


Tree=2029
num_leaves=31
num_cat=0
split_feature=5 2 0 4 0 3 5 6 3 3 1 6 0 0 4 6 2 0 4 1 0 1 4 7 1 1 1 2 6 2
split_gain=1.45192e+12 1.57963e+13 1.43191e+13 2.23402e+13 1.38038e+13 1.17886e+13 1.06678e+13 8.16899e+12 8.12931e+12 7.83599e+12 8.51206e+12 1.12563e+13 2.14006e+13 2.728e+13 1.01065e+13 8.62319e+12 1.02124e+13 7.71733e+12 6.97069e+12 6.57887e+12 1.05232e+13 3.96996e+12 1.49641e+12 6.35567e+12 1.29438e+13 2.01928e+13 7.17935e+12 9.3984e+12 1.22738e+13 7.95919e+12
threshold=6.5000000000000009 2828.5000000000005 55.418618900000006 7.5000000000000009 55.883833400000007 3.5000000000000004 7.5000000000000009 138.05000000000004 6.5000000000000009 9.5000000000000018 39.712886600000012 88.00500000000001 43.6005307 47.319699650000011 5.5000000000000009 189.00000000000003 3062.5000000000005 59.939085000000013 5.5000000000000009 39.038055050000004 45.063245050000006 47.504912950000005 2.5000000000000004 6.0000000000000009 33.882313700000005 30.277905650000005 37.649344350000007 2343.5000000000005 247.90000000000001 2828.5000000000005
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 7 18 -6 -5 10 19 21 14 -14 -13 -15 -17 -9 -7 20 -3 -12 23 -1 25 -25 -26 -28 29 -29
right_child=1 9 3 8 5 6 -8 17 -10 -11 11 12 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=270.21731395441947 85603.477742187504 -64101.347148437497 92832.749546875013 -99291.279589233396 36755.926041666673 -29703.586142113098 93925.434875000006 -70132.386197916669 -20526.145949835525 -70156.944475446435 50774.367333984381 -25093.412852822585 -148137.1015625 -87948.425852272732 60362.945375000003 29647.379645647325 -51906.05518727022 7844.0381569602287 48447.904187500004 52465.624958147324 30186.970325969829 -6019.937231445313 -9.4867262747962116 25379.41120923913 34274.425494199815 -102128.57961154514 -24491.120578666356 26282.648492687284 86292.67325439454 4244.4583831416885
leaf_weight=110511 25 20 25 20 21 21 25 30 38 28 20 31 28 22 25 28 34 22 25 28 29 32 3961110 23 99 27 92 191 20 1154
leaf_count=110511 25 20 25 20 21 21 25 30 38 28 20 31 28 22 25 28 34 22 25 28 29 32 3961110 23 99 27 92 191 20 1154
internal_value=0 -5015.95 13774.3 5863.57 24241.7 12333.5 41345.9 -15883.9 -47686.5 -19585.6 -14817.9 -24833.4 -37417.9 -62655.2 13056.7 -34161.2 -15075.5 -37142.4 12770 13797.8 -8298.06 15824 0.710543 360.982 6606.59 -43474.9 8215.89 6445.27 8530.36 7374.05
internal_weight=0 577 252 227 169 144 71 73 58 325 297 220 168 112 56 84 62 52 46 77 49 52 4.07323e+06 112117 1606 50 1556 1457 1365 1345
internal_count=4073804 577 252 227 169 144 71 73 58 325 297 220 168 112 56 84 62 52 46 77 49 52 4073227 112117 1606 50 1556 1457 1365 1345
is_linear=0
shrinkage=0.1


Tree=2030
num_leaves=31
num_cat=0
split_feature=2 6 2 3 1 6 2 1 0 6 2 1 1 4 1 4 4 6 0 6 6 6 4 6 2 0 0 6 6 6
split_gain=1.39249e+12 7.06089e+12 2.89004e+13 3.38587e+13 3.67272e+13 3.7832e+13 2.58882e+13 2.64295e+13 2.33985e+13 2.24479e+13 3.3382e+13 2.67308e+13 6.05254e+13 3.30209e+13 3.07778e+13 3.95523e+13 3.6717e+13 3.87458e+13 4.11038e+13 2.67011e+13 3.49172e+13 2.66942e+13 2.25763e+13 2.52402e+13 2.24454e+13 2.6706e+13 3.96808e+13 3.77225e+13 2.66953e+13 2.99034e+13
threshold=3338.0000000000005 46.010000000000012 6082.0000000000009 1.5000000000000002 41.966773150000002 142.05000000000004 5972.5000000000009 44.628646350000004 51.307150200000002 64.805000000000021 5062.5000000000009 30.509101000000005 36.555998300000006 15.500000000000002 30.084656550000002 8.5000000000000018 4.5000000000000009 81.705000000000013 60.034792100000011 100.05000000000001 73.995000000000019 69.605000000000004 9.5000000000000018 89.00500000000001 5209.5000000000009 55.111813300000001 54.604289300000012 52.015000000000008 57.995000000000012 62.010000000000012
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 4 5 8 9 -8 -3 10 -5 14 13 -13 15 -11 21 -18 -19 20 -15 -16 -17 -24 -12 26 -26 -27 -29 -30
right_child=1 2 -4 6 -6 -7 7 -9 -10 11 24 12 -14 19 16 22 17 18 -20 -21 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-48.669499162722559 -167.91478654051298 -3446.3748921720489 -138.11741836655861 812.66022971925747 -3345.5824261123489 105682.52081925677 -86893.21499399039 14647.831938300644 8816.8231297204384 -20478.503647758946 19680.593759259547 -16335.417411366303 505.16314367860952 -19000.073650021663 138922.22321851327 42166.64683024089 20340.046528116862 13757.791786386435 -33447.269490827915 -87634.843830818965 26035.37924189333 39925.713406450319 11211.547747802735 -117489.17103515627 2626.6558421713808 829.55678694643166 -8821.4008687279602 10845.337840966138 1771.7152338381104 11717.265238022383
leaf_weight=2406287 712807 2468 639631 83971 29702 37 26 1818 4210 635 878 3272 117565 266 33 204 1557 412 334 29 488 156 64 20 23075 13232 3485 12073 10883 4186
leaf_count=2406287 712807 2468 639631 83971 29702 37 26 1818 4210 635 878 3272 117565 266 33 204 1557 412 334 29 488 156 64 20 23075 13232 3485 12073 10883 4186
internal_value=0 70.2318 248.037 1031.96 -1835.6 4843.4 1406.7 13216.1 4284.69 1328.04 2145.36 335.865 90.8556 -11921 9061.5 -6537.48 14839.1 11361.8 -7376.91 6525.97 10147.5 57210.8 24200.5 -19431.5 3795.63 3587.27 1124.53 5207.37 7341.6 4534.48
internal_weight=0 1.66752e+06 954710 315079 36417 6715 278662 1844 6678 276818 151783 125035 121620 4055 3415 923 2492 2303 746 783 754 189 288 84 67812 66934 26560 40374 27142 15069
internal_count=4073804 1667517 954710 315079 36417 6715 278662 1844 6678 276818 151783 125035 121620 4055 3415 923 2492 2303 746 783 754 189 288 84 67812 66934 26560 40374 27142 15069
is_linear=0
shrinkage=0.1


Tree=2031
num_leaves=31
num_cat=0
split_feature=6 6 1 4 1 1 3 5 7 0 4 1 1 4 4 1 1 1 1 0 0 3 3 1 0 1 0 4 5 7
split_gain=1.58667e+12 8.35823e+12 1.13495e+13 1.8519e+13 1.70335e+13 3.33505e+13 2.29074e+13 1.49558e+13 1.41162e+13 2.73003e+13 5.22361e+13 1.92642e+13 2.3402e+13 1.64847e+13 1.31e+13 1.24733e+13 1.19847e+13 2.04334e+13 2.00043e+13 2.67955e+13 2.90305e+13 2.44934e+13 2.01244e+13 3.02073e+13 1.70338e+13 3.94675e+13 1.64847e+13 1.45878e+13 1.35807e+13 1.17641e+13
threshold=41.505000000000003 40.015000000000008 39.069277450000008 17.500000000000004 83.003420700000007 83.00362155000002 7.5000000000000009 1.5000000000000002 6.0000000000000009 45.001720900000002 23.500000000000004 82.966990000000024 61.29689960000001 20.500000000000004 36.500000000000007 83.689608100000015 82.95992385000001 49.300375350000003 82.971668900000012 54.942865800000007 54.943815050000005 12.500000000000002 6.5000000000000009 82.970388650000018 54.980317700000008 82.948524700000021 55.061158000000006 7.5000000000000009 1.5000000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 15 8 11 10 -10 12 -5 -11 -3 -7 17 28 19 -18 -21 22 23 -22 -19 -26 27 -27 29 -4
right_child=-2 2 3 7 5 6 -8 -9 9 13 -12 -13 -14 -15 -16 -17 18 24 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.78546462484310786 -42.84540825078745 -486.11582362050467 8687.9497143194785 -3947.0247314579046 -10180.38001294573 -3542.2609860970661 7735.4989136736958 12290.903820866411 1447.5119684958945 -3508.1919166724024 129682.71967253991 9509.7849392682147 -19070.2638174928 4861.3775772060408 41906.684710776972 3323.3303587047262 -7159.5583369518999 -3665.9745745773785 2673.2156954471652 46401.995059165798 2330.6245394652656 -23209.840395699299 19925.933206280602 31072.754455128423 1257.6610156465122 -5640.4194957386362 10187.282971106637 67382.022566776286 394.00034000269176 1885.0297114595492
leaf_weight=1158149 2768799 49812 8093 3393 3034 7185 4061 744 98 6954 47 676 1465 3557 73 4189 813 7868 12016 239 2381 204 1969 432 18366 33 144 160 5144 3706
leaf_count=1158149 2768799 49812 8093 3393 3034 7185 4061 744 98 6954 47 676 1465 3557 73 4189 813 7868 12016 239 2381 204 1969 432 18366 33 144 160 5144 3706
internal_value=0 90.9041 801.606 1432.14 2067.79 -595.762 1288.25 -1572.24 -2209.31 -81.3722 43013.4 -6306.75 -8507.66 -675.868 -424.08 -1013.69 2866.8 1968.11 5032.83 9728.61 12356.4 10724.4 12172.1 6744.63 237.713 1879.92 35792.2 54896.3 4681.83 6551.19
internal_weight=0 1.305e+06 146856 96971 80037 18469 15435 16934 16190 10656 145 5534 4858 10511 49885 11374 61568 43514 18054 6038 5225 4986 4782 2813 26571 18703 337 193 16943 11799
internal_count=4073804 1305005 146856 96971 80037 18469 15435 16934 16190 10656 145 5534 4858 10511 49885 11374 61568 43514 18054 6038 5225 4986 4782 2813 26571 18703 337 193 16943 11799
is_linear=0
shrinkage=0.1


Tree=2032
num_leaves=31
num_cat=0
split_feature=6 0 4 5 0 5 0 4 4 0 0 4 7 0 0 6 6 0 0 6 6 0 6 0 2 0 7 1 1 6
split_gain=1.41647e+12 1.11985e+13 1.85565e+13 2.11317e+13 1.97045e+13 2.16294e+13 4.23851e+13 1.72382e+13 1.55825e+13 1.74904e+13 2.29565e+13 2.28424e+13 2.8834e+13 3.04075e+13 1.88451e+13 1.82515e+13 3.7032e+13 3.67607e+13 2.74067e+13 1.71679e+13 1.56147e+13 1.41338e+13 3.10053e+13 1.39778e+13 1.33104e+13 1.32627e+13 1.7707e+13 1.68555e+13 2.4557e+13 1.61576e+13
threshold=34.310000000000009 55.520061350000013 8.5000000000000018 4.5000000000000009 55.883833400000007 4.5000000000000009 57.57007620000001 9.5000000000000018 22.500000000000004 55.737027400000009 59.933037250000005 24.500000000000004 6.0000000000000009 59.898927250000007 59.898927250000007 31.005000000000006 33.585000000000008 55.660117850000006 55.667390500000003 32.805000000000007 31.705000000000002 55.753967500000009 33.005000000000003 55.390026600000006 3658.0000000000005 55.858844800000007 6.0000000000000009 48.411058050000008 49.030112300000006 27.215000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 25 24 -7 23 -4 15 11 12 13 21 -13 -10 -17 -18 -19 -15 -14 22 -11 -1 -6 26 -3 29 -29 -27
right_child=-2 2 3 -5 5 6 -8 -9 9 10 -12 14 20 19 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=401.01844533163671 -23.582027861593126 1828.8855762609146 1944.0792794245478 -65606.030086436178 -2226.9529388486803 -18511.155998883929 164698.72527173915 -1350.9362037099027 -440.26074146750625 147214.41697443181 2294.8506599695461 -2610.2633970394882 -9077.1381344280289 -83794.97189688847 19769.845957275393 30658.565821469147 -15561.841030317177 70236.737643229179 10236.894098240162 -7805.6248703253077 -22394.725965721042 6118.6300630959768 -24820.271601562501 -4672.3017010541762 169.90023015609773 35383.254765124198 -8678.9845347552236 25765.927915652715 2162.289748677958 -3442.2271883945136
leaf_weight=196565 3512084 27236 112732 47 46331 28 23 98779 2984 22 6788 6336 2052 58 400 686 614 90 494 61 1542 1036 20 5585 46345 117 1704 925 842 1278
leaf_count=196565 3512084 27236 112732 47 46331 28 23 98779 2984 22 6788 6336 2052 58 400 686 614 90 494 61 1542 1036 20 5585 46345 117 1704 925 842 1278
internal_value=0 147.444 627.072 1435.33 -253.273 -992.518 64112.9 -268.212 1458.52 -902.637 -2318.71 -5035.54 -10313.9 3128.62 -1281.28 4425.1 12131.2 1522 19483.4 -44842.4 -14791 8424.13 65293.1 260.853 -1028.35 1882.04 1210.18 8031.25 14518.5 -185.896
internal_weight=0 561720 260791 135962 124829 92727 51 300929 135915 23183 18315 11527 4791 1197 6736 4868 1884 1198 584 119 3594 1078 42 202150 92676 32102 28940 3162 1767 1395
internal_count=4073804 561720 260791 135962 124829 92727 51 300929 135915 23183 18315 11527 4791 1197 6736 4868 1884 1198 584 119 3594 1078 42 202150 92676 32102 28940 3162 1767 1395
is_linear=0
shrinkage=0.1


Tree=2033
num_leaves=31
num_cat=0
split_feature=0 4 3 0 7 4 0 3 6 1 3 6 6 1 1 1 6 6 1 1 4 6 6 1 0 0 3 0 6 6
split_gain=1.40765e+12 1.35309e+13 7.06856e+13 6.27138e+13 5.45961e+13 3.71962e+13 7.81604e+13 4.10269e+13 3.61707e+13 3.91868e+13 5.70832e+13 3.00787e+13 3.08729e+13 6.96321e+13 3.06013e+13 8.04041e+13 4.1504e+13 9.91445e+13 2.7501e+13 7.61299e+13 1.49006e+14 8.46546e+13 1.4893e+14 4.82401e+13 1.25523e+14 7.07459e+13 8.94204e+13 6.16161e+13 8.57426e+13 4.79832e+13
threshold=45.109778000000006 8.5000000000000018 2.5000000000000004 45.067157700000003 6.0000000000000009 9.5000000000000018 45.022979600000006 7.5000000000000009 91.02500000000002 38.965413050000002 8.5000000000000018 76.605000000000004 78.010000000000005 38.97264950000001 39.004719500000007 39.018051150000005 84.810000000000016 89.00500000000001 39.939672500000007 40.377616600000003 6.5000000000000009 72.50500000000001 80.720000000000013 40.024897700000004 43.472751400000007 44.249882500000005 4.5000000000000009 43.687280500000007 41.990000000000002 104.01000000000001
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 -3 18 6 -4 -8 -9 10 -10 -5 13 -13 -14 16 -16 -18 -1 20 21 23 -23 24 -20 26 27 -25 -29 -24
right_child=-2 2 5 11 -6 -7 7 8 9 -11 -12 12 14 -15 15 -17 17 -19 19 -21 -22 22 29 25 -26 -27 -28 28 -30 -31
leaf_value=-695.19755019587819 -23.200058778837942 2593.447848159753 -599.07815077912426 10833.394860109674 -5371.5244431378287 -458.1168848747314 5179.4165985293812 14893.807146629071 270219.81531250005 32003.539030171491 31298.912968750003 222060.6878472222 4436.5008967114109 19756.207184103263 39322.468796502973 5079.0973017052765 313788.68854166666 64505.97466947115 12837.58599406384 878.65750752229405 -55511.780364815844 152582.48987121583 -12478.055785084356 27185.886828679504 -79345.492836084915 2407.1209919311764 178661.27187691483 32889.583787647192 202934.95708383413 74455.996345402658
leaf_weight=143623 3524755 30617 27366 6874 20490 244762 12505 4141 20 91 20 27 314 46 42 158 27 39 2081 53736 280 128 163 553 159 511 51 69 52 104
leaf_count=143623 3524755 30617 27366 6874 20490 244762 12505 4141 20 91 20 27 314 46 42 158 27 39 2081 53736 280 128 163 553 159 511 51 69 52 104
internal_value=0 148.938 557.942 4603.92 -453.603 23.7538 2695.61 8069.77 16530.4 68264.9 150759 12781.8 33291.8 94581.2 25577.8 50534.1 117033 166485 46.4621 1886.59 14934.6 20030.1 63898.9 15045.1 6294.23 30904.2 50989.7 41329.1 105967 21383.9
internal_weight=0 549049 327049 38144 222000 288905 44143 16777 4272 131 40 7527 653 73 580 266 108 66 201510 57887 4151 3871 395 3476 2240 1236 725 674 121 267
internal_count=4073804 549049 327049 38144 222000 288905 44143 16777 4272 131 40 7527 653 73 580 266 108 66 201510 57887 4151 3871 395 3476 2240 1236 725 674 121 267
is_linear=0
shrinkage=0.1


Tree=2034
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 6 4 7 5 1 6 4 6 1 0 6 3 6 6 7 6 1 6 6 6 6 6 3 6
split_gain=1.4471e+12 1.94361e+13 1.01084e+14 8.05005e+13 9.19487e+13 1.6841e+14 8.50582e+13 6.08267e+13 5.27161e+13 5.13284e+13 4.81346e+13 4.38514e+13 4.14898e+13 5.62991e+13 5.53997e+13 7.73807e+13 7.83905e+13 3.28582e+13 3.20616e+13 4.36859e+13 3.58222e+13 3.45223e+13 2.97789e+13 2.96047e+13 3.50639e+13 2.9502e+13 4.33177e+13 2.88868e+13 2.6339e+13 2.55855e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 8.5000000000000018 82.981285100000022 21.500000000000004 58.995000000000012 10.500000000000002 6.0000000000000009 2.5000000000000004 82.968544750000021 149.05000000000004 17.500000000000004 118.04500000000002 82.886781200000016 54.988402950000008 95.045000000000016 2.5000000000000004 64.015000000000015 38.010000000000012 6.0000000000000009 73.995000000000019 82.911604200000014 88.00500000000001 87.395000000000024 102.04000000000001 78.605000000000004 106.49500000000002 3.5000000000000004 65.805000000000021
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 3 17 5 6 -5 -6 11 -10 -11 12 13 14 27 29 -17 -3 19 -7 -21 -20 -22 24 -23 26 -19 -8 -27 -16
right_child=1 2 -4 4 7 18 8 -9 9 10 -12 -13 -14 -15 15 16 -18 25 21 20 22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-31.771318067485552 -458.0683122518094 9072.4582228677682 232.80201612909534 21815.37614837076 10600.69087449437 -28454.873688989755 7340.2730231323239 -27124.386976362824 29583.830708068097 89028.26612149534 206310.85668569713 164833.63200431038 170643.18606770833 -57416.469021451281 30082.943889508926 56374.830622024536 -51714.029942908659 -701.61605889344469 -50924.694329637103 -21175.831437815272 -11717.988128735647 -1261.5910588129127 26419.112708459958 -39527.926056304161 83607.262284482771 -26328.83682668586 -26380.089109682049 114209.19293981482 72328.770150432174 134438.61124518406
leaf_weight=3172333 359688 3682 523212 2727 985 294 400 755 81 107 52 29 24 59 28 480 78 5345 217 254 249 303 1152 158 58 38 749 27 94 146
leaf_count=3172333 359688 3682 523212 2727 985 294 400 755 81 107 52 29 24 59 28 480 78 5345 217 254 249 303 1152 158 58 38 749 27 94 146
internal_value=0 111.805 490.143 7740.35 14781.4 19946.4 32360.9 -5768.52 51393 94377 127385 43276.5 40438.2 37872.6 42723.3 59421.6 41265.6 1584.01 351.409 7066.52 13376.7 -17430.9 19641 -3426.69 12373.8 -2844.59 -3857.7 14097.8 43927.3 117646
internal_weight=0 901471 541783 18571 8663 6923 4238 1740 1511 240 159 1271 1242 1218 1159 732 558 9908 2685 1949 1655 736 1401 519 361 6226 6094 427 132 174
internal_count=4073804 901471 541783 18571 8663 6923 4238 1740 1511 240 159 1271 1242 1218 1159 732 558 9908 2685 1949 1655 736 1401 519 361 6226 6094 427 132 174
is_linear=0
shrinkage=0.1


Tree=2035
num_leaves=31
num_cat=0
split_feature=4 2 7 6 3 6 0 1 6 6 5 1 3 0 6 0 6 0 0 5 0 6 3 6 1 6 1 6 0 0
split_gain=1.48191e+12 1.18337e+13 2.82102e+13 4.23258e+13 2.51706e+13 3.76608e+13 1.17765e+14 9.67668e+13 3.66838e+13 5.64621e+13 5.75231e+13 7.05495e+13 1.08885e+14 1.79228e+14 6.59621e+13 6.06649e+13 4.19161e+13 4.85109e+13 6.49486e+13 4.52298e+13 5.44776e+13 8.10573e+13 1.25832e+14 5.90427e+13 3.38338e+13 5.38983e+13 5.04379e+13 7.17697e+13 5.49647e+13 4.96868e+13
threshold=5.5000000000000009 36.000000000000007 6.0000000000000009 76.605000000000004 4.5000000000000009 108.05000000000001 55.759969450000007 37.534144550000008 90.045000000000016 84.810000000000016 3.5000000000000004 37.631035900000008 2.5000000000000004 55.649510000000014 78.605000000000004 55.801384500000005 56.010000000000012 55.866549750000011 55.806294650000005 2.5000000000000004 55.806294650000005 55.405000000000008 1.5000000000000002 45.305000000000007 37.563506350000004 74.615000000000009 37.600779750000008 66.990000000000023 55.791814000000009 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 14 12 -12 -14 16 -16 19 18 24 -1 23 -22 -23 -21 -18 26 27 28 29 -26
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1086.657708660259 -37.713281206527796 141.33425129663064 -28580.714600579966 68707.824405924475 -8970.942020090155 -53614.0626360604 -204679.98306587839 151539.02402343749 30499.45630697126 -54712.305685035222 -7954.8948821504237 37326.832045990566 26157.911011904765 -345407.73425149359 18753.998645677395 106866.69650208717 -17110.850967631621 61112.185879934208 -38069.340350991828 157187.79302321214 29604.592735558716 316228.20431034482 34550.564196428568 3263.2025516764324 20138.716356867011 -38403.377431441324 2822.3393519527735 148193.57854210804 -129744.3715029762 161406.1301724138
leaf_weight=11543 2928705 1123208 654 48 3762 89 37 31 398 188 59 53 21 34 334 102 1224 95 723 26 165 29 35 600 176 245 1111 59 21 29
leaf_count=11543 2928705 1123208 654 48 3762 89 37 31 398 188 59 53 21 34 334 102 1224 95 723 26 165 29 35 600 176 245 1111 59 21 29
internal_value=0 96.4555 -2206.24 -21928.5 -1552.83 48.5338 -48707.7 -616.182 491.772 -216.091 397.988 -57997.4 -102315 -203537 988.412 39367.5 -52.1513 -9419.33 -11286.8 2730.5 24923.3 66657.8 162186 9656.24 -4528.07 4857.27 12449.6 49978.9 24338.8 40122.9
internal_weight=0 1.1451e+06 21891 702 21189 17427 157 120 17270 16872 16684 167 114 55 16517 436 16081 3683 3588 12398 855 229 64 626 2865 1641 1396 285 226 205
internal_count=4073804 1145099 21891 702 21189 17427 157 120 17270 16872 16684 167 114 55 16517 436 16081 3683 3588 12398 855 229 64 626 2865 1641 1396 285 226 205
is_linear=0
shrinkage=0.1


Tree=2036
num_leaves=31
num_cat=0
split_feature=4 1 1 1 4 6 0 0 7 0 0 3 2 1 0 4 1 1 6 5 6 6 5 6 6 0 3 4 0 6
split_gain=1.5077e+12 9.42038e+12 3.22539e+13 1.64344e+14 7.60961e+13 7.96342e+13 4.56033e+13 5.02263e+13 5.20528e+13 1.90353e+14 1.60878e+14 5.48316e+13 8.36347e+13 1.43338e+14 1.57664e+14 2.80268e+14 7.33774e+13 2.11032e+14 8.40325e+13 8.29248e+13 1.25756e+14 5.5798e+13 1.08869e+14 1.23138e+14 5.76644e+13 5.24795e+13 6.0014e+13 5.02145e+13 7.11458e+13 4.42246e+13
threshold=9.5000000000000018 37.600779750000008 37.978059650000013 37.924401400000008 7.5000000000000009 118.04500000000002 56.385857200000011 56.288960650000007 6.0000000000000009 55.988910100000005 56.006509350000009 2.5000000000000004 75.000000000000014 37.631035900000008 55.791814000000009 7.5000000000000009 37.71815560000001 37.729575300000008 57.005000000000003 2.5000000000000004 87.015000000000015 43.405000000000008 2.5000000000000004 69.605000000000004 82.00500000000001 55.866549750000011 6.5000000000000009 8.5000000000000018 55.462387050000011 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 3 6 5 -5 7 8 -3 11 -11 -10 13 14 21 -16 25 18 -18 -19 -21 -13 29 -24 -25 26 -15 -14 -29 -23
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 -12 12 27 16 15 -17 17 19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=439.8745399360397 56.665162325437542 217.40133427073431 -49.901113640096213 -11397.701767295281 -33207.209492417904 111789.64892393869 -25500.771514371547 47074.800894372172 -19843.710706227637 219881.43106060606 -59406.39281901042 -10396.270778498576 -402.9817008972168 50513.759875443568 399194.74184782611 -36939.825266768297 -33433.853782894737 11155.727086346462 -237532.44360465114 150106.13009480794 11275.783241368008 -94296.889588669757 233387.94140625 -109923.98039215687 56756.196258370532 -32944.294002757357 139782.44470590443 30635.096608257714 -28132.964656347369 -218489.80728400737
leaf_weight=308873 2181312 76806 1488718 5316 1959 53 738 221 3113 66 30 252 1960 273 23 41 38 948 43 120 143 183 20 51 35 51 104 229 2051 34
leaf_count=308873 2181312 76806 1488718 5316 1959 53 738 221 3113 66 30 252 1960 273 23 41 38 948 43 120 143 183 20 51 35 51 104 229 2051 34
internal_value=0 -65.313 -163.846 -1951.31 -16337.1 -10181.7 -747.523 -537.148 -658.632 -7518.81 132604 -8903.88 -3743.15 11349.8 -29092 119796 26374.4 14486.4 -141782 24938.7 74620.4 -45663.9 -73179.2 9887.76 -42089 62260.4 75139.6 -12140.4 -22230.4 -113756
internal_weight=0 1.89249e+06 1.58362e+06 94901 7328 5369 87573 86835 86614 9808 96 9712 6599 2359 639 64 1720 1292 81 1211 263 575 323 106 86 428 377 4240 2280 217
internal_count=4073804 1892492 1583619 94901 7328 5369 87573 86835 86614 9808 96 9712 6599 2359 639 64 1720 1292 81 1211 263 575 323 106 86 428 377 4240 2280 217
is_linear=0
shrinkage=0.1


Tree=2037
num_leaves=31
num_cat=0
split_feature=2 1 0 5 7 2 6 4 6 4 6 6 1 0 4 4 6 3 3 6 6 3 4 5 6 5 4 6 6 6
split_gain=1.41743e+12 5.79862e+12 6.6404e+12 9.29245e+12 7.88268e+12 1.23973e+13 1.24575e+13 1.011e+13 7.1823e+12 7.51218e+12 7.40582e+12 3.39753e+13 1.0413e+13 1.34579e+13 7.77238e+12 8.03594e+12 1.18791e+13 1.16039e+13 7.28573e+12 6.97597e+12 6.54276e+12 7.82459e+12 6.51577e+12 6.30456e+12 6.19904e+12 5.74278e+12 5.62956e+12 7.845e+12 1.53094e+13 6.55184e+12
threshold=11703.500000000002 41.966773150000002 43.687280500000007 2.5000000000000004 6.0000000000000009 13916.000000000002 125.02000000000002 10.500000000000002 64.805000000000021 13.500000000000002 96.050000000000011 95.045000000000016 44.628646350000004 43.051287600000009 9.5000000000000018 3.5000000000000004 120.05000000000001 4.5000000000000009 1.5000000000000002 149.05000000000004 142.05000000000004 4.5000000000000009 5.5000000000000009 1.5000000000000002 88.825000000000003 2.5000000000000004 12.500000000000002 99.050000000000011 88.00500000000001 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 4 24 8 6 22 -7 -3 10 11 18 -12 14 15 -14 17 -17 25 -5 -18 -22 -6 -20 -4 -10 27 28 29 -2
right_child=1 2 3 19 5 7 -8 -9 9 -11 12 -13 13 -15 -16 16 20 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.539283007850015 -4432.6293385603112 625.45467956124332 1937.7247152508255 11026.852894767098 19674.631006528256 6879.8379005326278 -62076.446711531935 64457.881697328638 41672.597069815703 -57267.954903017242 -34530.723820969157 -103900.22700063344 59857.332074652775 -18772.847583225794 66174.703058035724 8369.9831978331222 -57300.447031250005 72124.673366044211 -44424.829932598048 -45639.335085227271 42624.170804687506 -30624.958321707592 -15951.265002547249 -8589.5422548500192 -33178.509392233456 1715.5419391424007 43018.31842447917 -43206.816169343176 68836.577315848219 -39674.009815340913
leaf_weight=4059190 1292 3482 3512 1737 73 1874 46 31 43 29 58 37 36 112 35 94 30 41 51 22 25 35 173 1314 51 220 24 54 28 55
leaf_count=4059190 1292 3482 3512 1737 73 1874 46 31 43 29 58 37 36 112 35 94 30 41 51 22 25 35 173 1314 51 220 24 54 28 55
internal_value=0 983.072 1644.93 4371.06 -205.87 4875.82 -14311.1 7816.8 -2184.68 -6714.73 -6026.77 -9145.52 5116.41 10752.5 21924.3 15990.3 8971.59 27732.5 -6992 10318.1 -19169.8 -104.488 -5379.35 -9928.44 1435.08 8248.44 -5011.93 -5818.59 -4350.26 -5871.59
internal_weight=0 14614 13161 5322 7839 2197 292 1905 5642 2160 2131 1665 466 408 296 261 225 135 1628 1759 90 60 246 1365 3563 263 1453 1429 1375 1347
internal_count=4073804 14614 13161 5322 7839 2197 292 1905 5642 2160 2131 1665 466 408 296 261 225 135 1628 1759 90 60 246 1365 3563 263 1453 1429 1375 1347
is_linear=0
shrinkage=0.1


Tree=2038
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 0 0 6 1 4 0 7 0 3 6 6 1 6 6 6 6 6 6 3 0 4 5 4 6 6
split_gain=1.412e+12 1.0088e+13 2.85121e+13 3.13095e+13 5.11008e+13 4.7457e+13 6.56902e+13 4.37852e+13 4.21366e+13 4.10436e+13 2.03623e+14 2.86066e+14 8.6732e+13 7.92582e+13 7.89982e+13 6.85451e+13 6.36326e+13 5.6401e+13 4.75146e+13 4.52426e+13 5.44214e+13 6.00982e+13 4.74688e+13 4.28392e+13 3.98002e+13 1.3458e+14 7.62893e+13 5.28015e+13 3.3684e+13 6.46408e+13
threshold=30.226173900000003 30.260128500000004 60.064438250000002 18.500000000000004 23.500000000000004 60.034792100000011 59.848366150000011 43.605000000000011 30.242318500000007 24.500000000000004 60.028671700000011 6.0000000000000009 59.950512650000007 3.5000000000000004 73.995000000000019 76.605000000000004 30.242318500000007 68.515000000000015 61.805000000000007 35.995000000000012 36.405000000000008 48.945000000000007 51.015000000000008 2.5000000000000004 60.034792100000011 12.500000000000002 2.5000000000000004 17.500000000000004 64.805000000000021 59.505000000000003
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 24 5 6 8 -7 -5 10 11 12 -6 -13 17 -16 -11 19 -14 -15 -21 -22 -23 -18 27 26 -26 -2 29 -24
right_child=1 -3 -4 4 9 7 -8 -9 -10 16 -12 13 18 14 15 -17 23 -19 -20 20 21 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-367.17851621192517 3338.1879216101042 -4.8523352061998768 -14182.154412423593 -85403.200680003443 88611.969049202133 -6078.6698517354334 2458.2115380500418 -46422.645497699814 -19258.2795127545 24353.28549956085 -5336.8107991348152 -15432.655643284575 -29607.141169084825 4789.6088344616837 196173.04693279657 77284.349179049343 24513.535703773501 -76928.273744936349 -117558.16770690247 162656.35166286892 -6191.2759839434957 171430.47101004465 82229.814465013595 -14068.409579348225 84326.860001418943 4993.5837056270684 287298.36022727273 46498.467629750572 165437.55776654414 -44271.082852359694
leaf_weight=102107 17944 3940012 1080 136 47 480 2406 612 330 641 2701 94 189 89 98 96 320 27 91 72 86 56 230 2859 117 491 22 288 34 49
leaf_count=102107 17944 3940012 1080 136 47 480 2406 612 330 641 2701 94 189 89 98 96 320 27 91 72 86 56 230 2859 117 491 22 288 34 49
internal_value=0 9.43967 1786.64 2350.15 -1703.5 -10944.5 -4197.64 -28689 -38562.4 3005.51 10140.6 43371.5 -37091.1 71632.8 81410.8 137342 -4389.21 64535.9 -58191.2 70736.4 81873.6 69090.3 86635.7 -10184.7 4873.86 29585.2 116452 4019.97 71464.7 60012.8
internal_weight=0 3.9717e+06 31685 30605 11743 3964 2872 1092 466 7779 3959 1258 327 931 837 194 3820 643 280 616 527 455 369 3179 18862 630 139 18232 313 279
internal_count=4073804 3971697 31685 30605 11743 3964 2872 1092 466 7779 3959 1258 327 931 837 194 3820 643 280 616 527 455 369 3179 18862 630 139 18232 313 279
is_linear=0
shrinkage=0.1


Tree=2039
num_leaves=31
num_cat=0
split_feature=1 4 3 6 6 6 6 6 3 3 0 7 6 3 6 3 3 4 3 6 6 3 0 0 6 4 3 4 5 6
split_gain=1.441e+12 5.68557e+12 9.22659e+12 9.36794e+12 8.91985e+12 2.85014e+13 1.54528e+13 9.94998e+12 2.97971e+13 5.16525e+13 1.08885e+13 1.55116e+13 3.85365e+13 1.28523e+13 2.43147e+13 1.14546e+13 2.89285e+13 1.41026e+13 1.10374e+13 1.04204e+13 1.13672e+13 2.44071e+13 9.74644e+12 9.64785e+12 1.24907e+13 1.2302e+13 1.34489e+13 1.23451e+13 9.14433e+12 8.61906e+12
threshold=20.507515800000004 9.5000000000000018 10.500000000000002 106.49500000000002 63.705000000000005 68.515000000000015 54.410000000000004 70.00500000000001 8.5000000000000018 5.5000000000000009 54.724612400000005 6.0000000000000009 74.615000000000009 9.5000000000000018 116.05000000000001 7.5000000000000009 6.5000000000000009 13.500000000000002 5.5000000000000009 70.50500000000001 106.49500000000002 3.5000000000000004 54.724612400000005 54.707511300000007 65.410000000000011 15.500000000000002 6.5000000000000009 10.500000000000002 1.5000000000000002 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 -1 4 -4 6 23 29 8 9 22 13 12 -12 14 19 16 -14 -17 -16 -9 -21 -22 -7 25 -25 27 -27 -6 -8 -3
right_child=-2 2 3 -5 5 7 28 10 -10 -11 11 -13 15 -15 18 17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-544.47265591112932 -4.2042689472050858 6158.4302539864948 -2589.6978692538501 -48858.407916666671 -6550.1498786548582 49112.96730747768 64318.052901785719 80499.520117187509 -76230.604687500003 178069.17732496996 -74843.212041440231 3811.2133105754856 7347.5989813442902 39067.331366938699 -62171.282296080506 -3131.0205645161295 -122875.5675 97815.748124999998 -6875.9756237399197 9777.5511984455097 135341.07282608698 -2600.9235452586208 -26637.693678977274 -73984.956963387187 5265.4609635416673 -31453.561241001036 3477.8455663474215 55489.403169153098 19251.953358044324 -25751.52756625089
leaf_weight=12027 4053548 2221 1587 45 101 35 49 24 20 26 92 1536 116 157 59 31 20 25 93 634 23 29 33 59 30 328 166 47 555 88
leaf_count=12027 4053548 2221 1587 45 101 35 49 24 20 26 92 1536 116 157 59 31 20 25 93 634 23 29 33 59 30 328 166 47 555 88
internal_value=0 841.341 2866.76 -3865.49 4532.22 1262.46 8667.41 5638.69 34606.1 58188.4 4475.51 -158.467 -21628.3 12752.1 7959.17 3870.53 -11802.9 41934.5 -28339.3 15730.1 13464.1 58411.9 12351.6 -16416.1 -47271.3 -12138.6 -19715.5 13151.6 22908 4942.29
internal_weight=0 20256 8229 1632 6597 3684 2913 2953 114 94 2839 1820 284 1019 862 192 136 56 152 710 686 52 68 731 89 642 494 148 604 2309
internal_count=4073804 20256 8229 1632 6597 3684 2913 2953 114 94 2839 1820 284 1019 862 192 136 56 152 710 686 52 68 731 89 642 494 148 604 2309
is_linear=0
shrinkage=0.1


Tree=2040
num_leaves=31
num_cat=0
split_feature=2 0 4 4 6 0 0 1 0 0 1 1 1 4 2 6 6 6 1 6 6 6 6 1 1 4 4 1 4 4
split_gain=1.41206e+12 1.03081e+13 2.09723e+13 3.06191e+13 2.36965e+13 1.87982e+13 1.11823e+13 2.19932e+13 9.10834e+12 5.6367e+13 1.12574e+14 1.29476e+14 1.07121e+14 1.19868e+14 1.43406e+14 9.86466e+13 8.6599e+13 7.8188e+13 7.28025e+13 7.30947e+13 5.89805e+13 8.74157e+13 4.99085e+13 4.09602e+13 5.91264e+13 7.7043e+13 4.28675e+13 4.06491e+13 4.63747e+13 8.28369e+13
threshold=451.00000000000006 54.431501800000014 13.500000000000002 3.5000000000000004 59.815000000000005 54.188398350000007 54.724612400000005 38.247071200000008 55.972700350000004 55.93962770000001 37.71815560000001 37.978059650000013 37.425454150000007 7.5000000000000009 75.000000000000014 55.805000000000007 64.805000000000021 66.010000000000005 37.46219940000001 83.010000000000005 60.910000000000004 61.025000000000006 108.05000000000001 37.517483500000004 37.503969450000007 16.500000000000004 11.500000000000002 38.166910000000009 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 3 -1 5 -5 7 -3 9 -8 12 16 20 18 -15 -16 -12 -13 -14 -20 -11 -22 23 24 26 -26 -17 -10 -29 -30
right_child=-2 6 -4 4 -6 -7 8 -9 27 10 11 17 13 14 15 22 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-34643.961608573409 -26.29100684791122 -87952.124819711549 -69650.078046875002 52112.413168569714 -15623.230664062501 154662.27859848485 98.722241440259054 -8883.1248879945379 -1766.6546389416123 9811.5079295484156 -3283.4834310738497 11028.385703521501 85741.301168189864 -17556.339016469323 29529.489268330261 37703.015275941507 -32875.187256095218 66988.618789028114 5243.0593534091913 -86869.408734332072 -207007.06718750001 -17086.033541161123 201273.14749461209 90401.242558813203 89919.233096426513 -60551.609086277174 105475.92456245638 138.27507923194017 134147.10759277345 17807.256019771034
leaf_weight=39 3396489 39 20 39 24 33 604261 359 53974 1695 4195 2066 106 384 1214 195 1294 284 1616 91 25 792 29 445 54 92 179 2307 64 1400
leaf_count=39 3396489 39 20 39 24 33 604261 359 53974 1695 4195 2066 106 384 1214 195 1294 284 1616 91 25 792 29 445 54 92 179 2307 64 1400
internal_value=0 131.84 25917.2 40075.3 70430 99114.4 125.938 -16631.1 135.792 247.841 6354.29 -1850.4 15652.6 25050.2 38846.4 48655.5 -10259.6 17791.2 5326.11 332.553 -826.755 -22897.6 72014.7 68130.3 49071.5 -4898.01 70139.8 -1065.35 8972.31 22893.2
internal_weight=0 677315 155 135 96 72 677160 398 676762 619017 14756 7839 6917 4405 2592 2208 5489 2350 1813 1707 2512 817 994 965 520 146 374 57745 3771 1464
internal_count=4073804 677315 155 135 96 72 677160 398 676762 619017 14756 7839 6917 4405 2592 2208 5489 2350 1813 1707 2512 817 994 965 520 146 374 57745 3771 1464
is_linear=0
shrinkage=0.1


Tree=2041
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 2 1 0 5 1 0 7 1 0 0 6 6 1 0 1 2 2 0 1 0 4 1
split_gain=1.50995e+12 1.0937e+13 2.51631e+13 4.01481e+13 7.90713e+13 5.10926e+13 7.91302e+13 4.57032e+13 5.54116e+13 1.33962e+14 1.0725e+14 4.80906e+13 3.4867e+13 4.21797e+13 5.65714e+13 4.49887e+13 3.38738e+13 4.45667e+13 1.14201e+14 3.75086e+13 3.43184e+13 3.12609e+13 3.96616e+13 3.29877e+13 2.97846e+13 2.89206e+13 3.25257e+13 3.0658e+13 4.80712e+13 1.01635e+14
threshold=5.5000000000000009 55.539595350000006 55.775215600000003 53.252814850000007 52.380799750000001 38.247071200000008 49.147669400000005 37.442254400000003 75.000000000000014 37.331232350000008 55.721784200000009 3.5000000000000004 49.300375350000003 55.685785750000008 6.0000000000000009 49.195555600000006 55.749683450000006 55.721784200000009 67.91500000000002 82.905000000000015 52.061190950000004 55.595177750000005 42.186961750000002 2970.5000000000005 9236.5000000000018 55.568628050000008 37.534144550000008 55.753967500000009 4.5000000000000009 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 8 11 -10 -11 -3 13 -8 15 -15 17 -14 20 -18 -19 22 -7 -23 -5 26 -9 -27 29 -29
right_child=-2 2 -4 24 -6 6 12 25 9 10 -12 -13 16 14 -16 -17 19 18 -20 -21 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-175.74916226424301 -38.068483591649255 -18785.513293825134 184.27202252142615 -15704.385649239721 13799.343285227504 4594.8310592878315 32876.900932996759 61744.889223845108 -1707.5502647771655 -6607.6533095703126 127450.45078125001 -153705.05218551072 260.70163927364149 2354.1928683649139 -50719.010326854295 30667.430535839256 -9028.5804221636208 -14792.221086669184 108045.82467306388 -92681.263398437513 30185.243163720497 -10778.927199965234 -43909.867087362101 -49018.958606952452 13390.490706701945 4098.5718415992915 14582.628115894504 -98473.905935801638 8960.9822479367031 57377.876767910333
leaf_weight=642967 2928705 1227 441309 1936 5947 2286 722 161 5613 100 148 27 6171 2313 166 741 2107 331 138 55 348 7091 182 233 430 18195 1594 46 2052 463
leaf_count=642967 2928705 1227 441309 1936 5947 2286 722 161 5613 100 148 27 6171 2313 166 741 2107 331 138 55 348 7091 182 233 430 18195 1594 46 2052 463
internal_value=0 97.3639 447.078 2353.9 2870.78 1633.07 -1916.11 4374.56 -2611.73 1470.3 73394.8 -21690.5 3169.44 11031.9 6133.68 9223.91 -217.851 3166.48 25114.5 -11156.7 8259.56 -8715.54 1017.9 -11995.5 -10416.6 6582.7 18909.2 5540.45 15784.5 43293
internal_weight=0 1.1451e+06 502132 60823 58457 52510 22884 29626 7115 5861 248 1254 13092 3942 3220 3054 9150 6988 817 2162 679 9792 2468 7324 2366 22511 1755 20756 2561 509
internal_count=4073804 1145099 502132 60823 58457 52510 22884 29626 7115 5861 248 1254 13092 3942 3220 3054 9150 6988 817 2162 679 9792 2468 7324 2366 22511 1755 20756 2561 509
is_linear=0
shrinkage=0.1


Tree=2042
num_leaves=31
num_cat=0
split_feature=1 4 4 1 6 5 1 0 6 1 1 0 1 0 5 0 6 1 0 4 4 6 6 3 6 6 5 5 6 3
split_gain=1.58098e+12 4.96282e+12 1.31325e+13 1.41448e+13 1.61528e+13 1.53043e+13 1.28722e+13 1.56392e+13 1.6176e+13 1.24894e+13 4.23843e+13 3.24886e+13 1.61816e+13 5.12749e+13 2.55683e+13 1.70129e+13 1.61798e+13 1.38751e+13 1.38463e+13 2.6093e+13 1.37737e+13 1.13713e+13 4.14283e+13 5.37313e+13 3.17536e+13 1.2533e+13 1.02521e+13 1.02461e+13 2.38478e+13 3.83778e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 86.020047450000007 189.00000000000003 4.5000000000000009 91.443676550000006 55.462387050000011 79.710000000000022 92.90968070000001 92.865667950000017 56.020150250000007 92.791023150000015 55.972700350000004 4.5000000000000009 55.988910100000005 94.02500000000002 103.8879505 56.148747500000006 6.5000000000000009 7.5000000000000009 106.49500000000002 120.05000000000001 2.5000000000000004 100.05000000000001 48.945000000000007 1.5000000000000002 4.5000000000000009 156.15000000000003 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 21 -6 7 -5 -9 10 11 12 13 -8 26 -14 -12 -11 19 -13 -17 24 -23 -24 25 -4 -15 -3 -29 -30
right_child=1 27 3 6 5 -7 9 8 -10 17 16 18 15 14 -16 20 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-14.94347123507962 476.58247983141104 -294.59602654591953 1027.0286985164892 -2243.7738330102156 126622.26376953126 8178.6061718750007 -4522.4681300236625 -23157.114824683784 -119299.83760230656 -13421.250606966645 55762.712405493949 -8265.3986781023541 -53436.935139627662 52673.43539268092 -16832.523567708336 42260.972558593756 154907.37234375 7265.7479239963841 5557.4074886273738 -102593.8705882353 -13688.949437921699 -79187.8720703125 152646.97981250001 -20234.659860992433 136090.36156994049 19629.58040867102 115043.47369186048 4968.5768647191626 125790.10694247158 -22385.233028017243
leaf_weight=3852148 108749 106885 599 1270 24 20 156 105 21 458 93 69 47 38 24 88 20 1110 79 51 88 60 25 64 21 916 86 417 44 29
leaf_count=3852148 108749 106885 599 1270 24 20 156 105 21 458 93 69 47 38 24 88 20 1110 79 51 88 60 25 64 21 916 86 417 44 29
internal_value=0 259.702 718.36 5471.26 12970.6 72784.2 2061.75 -5577.64 -39180.9 6492.4 16339.9 7472.56 20471.8 35479.7 77644.2 12.5654 73310.4 1223.24 -26952.6 -48355 14286 11408.7 -14967.2 28327.6 13967.3 12274.5 95930.1 -228.455 14199 66925.9
internal_weight=0 221656 114281 5532 1729 44 3803 1396 126 2407 839 726 527 304 148 223 113 1568 199 120 176 1685 149 89 1536 1515 124 107375 490 73
internal_count=4073804 221656 114281 5532 1729 44 3803 1396 126 2407 839 726 527 304 148 223 113 1568 199 120 176 1685 149 89 1536 1515 124 107375 490 73
is_linear=0
shrinkage=0.1


Tree=2043
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 4 0 6 4 5 6 6 6 0 1 4 4 6 0 1 1 4 6 6 1 7 4 6
split_gain=1.4375e+12 3.15553e+13 5.39088e+13 8.61098e+13 7.50855e+13 3.63284e+13 8.51236e+13 7.80118e+13 7.53991e+13 6.10392e+13 3.98518e+13 3.86217e+13 3.58198e+13 3.44016e+13 3.20762e+13 2.97329e+13 3.55169e+13 2.87203e+13 2.44985e+13 2.39215e+13 2.23518e+13 7.47079e+13 5.92891e+13 8.3343e+13 5.35514e+13 3.63016e+13 5.91447e+13 4.12183e+13 4.94007e+13 3.89752e+13
threshold=55.183288250000011 55.145978450000008 61.273924650000005 75.605000000000004 61.29689960000001 61.335446300000008 61.381045500000006 15.500000000000002 55.161746650000005 59.245000000000012 3.5000000000000004 1.5000000000000002 122.65000000000002 125.02000000000002 116.05000000000001 55.161746650000005 38.247071200000008 12.500000000000002 21.500000000000004 37.705000000000005 55.539595350000006 86.169282750000022 37.318079750000003 10.500000000000002 104.01000000000001 49.010000000000012 36.865631950000008 6.0000000000000009 24.500000000000004 96.050000000000011
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 15 14 7 8 -6 10 -9 -7 -8 -10 -5 17 16 19 -4 -19 -3 21 22 23 -2 25 -25 -27 29 -29 -28
right_child=20 2 4 13 5 6 11 9 12 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.10432868360233485 1475.4468908286428 -8090.4664688566372 11954.351081522662 -36311.011010563088 3389.0975142209377 138117.17106805099 -3870.1073414081184 -6538.7974995023887 10328.107632445413 -41825.82818960314 34119.173108367671 4558.0316088315913 -55001.344313226749 -135978.56557221286 -41405.700310819899 -10121.06687958468 -9271.0406478154018 34188.072843005903 -8075.0495142552754 18491.015375847059 31.429847349101877 15939.121669414439 -2112.2865823949192 8304.1884399265382 180672.76498579548 6678.3413884313941 47940.248900042396 138313.62104447393 15663.810694398271 -95219.425468750007
leaf_weight=1996440 7140 435 2705 541 4263 38 8391 1256 3483 804 1214 15445 86 37 93 2600 1195 1254 154 1527 1889658 2479 130778 821 22 382 387 109 47 20
leaf_count=1996440 7140 435 2705 541 4263 38 8391 1256 3483 804 1214 15445 86 37 93 2600 1195 1254 154 1527 1889658 2479 130778 821 22 382 387 109 47 20
internal_value=0 59.2551 2662.62 -5896.24 4046.28 2528.4 4042.17 -4332.27 16160.9 -20311 37275.7 1591.07 8753.9 -42691.1 16670 -2202.06 4319.78 17983.2 29565.5 12597.6 -59.5502 -1268.69 -1574.03 6310.4 25617.8 23686.1 37049.7 57657 101361 40905.4
internal_weight=0 2.04196e+06 45521 6335 39186 34980 28657 6323 4821 2060 1252 23836 3569 578 4206 5757 3157 4113 1408 1962 2.03184e+06 142185 139706 8928 1788 1766 945 563 156 407
internal_count=4073804 2041961 45521 6335 39186 34980 28657 6323 4821 2060 1252 23836 3569 578 4206 5757 3157 4113 1408 1962 2031843 142185 139706 8928 1788 1766 945 563 156 407
is_linear=0
shrinkage=0.1


Tree=2044
num_leaves=31
num_cat=0
split_feature=4 1 6 4 1 1 1 0 6 1 0 6 5 3 1 1 6 6 6 6 1 3 6 6 7 1 1 6 1 3
split_gain=1.45764e+12 1.06991e+13 1.27932e+13 1.63478e+13 3.38567e+13 3.30419e+13 2.85665e+13 2.46586e+13 2.014e+13 3.29433e+13 1.64543e+13 2.56897e+13 1.55818e+13 1.55558e+13 1.41814e+13 2.08974e+13 1.70801e+13 1.2802e+13 1.47214e+13 1.91087e+13 1.25672e+13 1.29766e+13 1.22055e+13 1.131e+13 1.58765e+13 2.23651e+13 1.89222e+13 1.93775e+13 1.18212e+13 1.1797e+13
threshold=3.5000000000000004 82.825258850000026 51.805000000000007 2.5000000000000004 82.956351500000011 83.050033500000012 83.025426800000005 54.916864950000011 91.02500000000002 82.918694400000007 54.932051950000009 93.050000000000011 2.5000000000000004 1.5000000000000002 113.48479755000001 118.02765200000002 75.605000000000004 142.05000000000004 118.04500000000002 101.02000000000002 82.958608050000009 1.5000000000000002 84.00500000000001 74.615000000000009 6.0000000000000009 103.8879505 107.59716050000002 87.395000000000024 86.020047450000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -10 13 20 -8 -9 17 16 -16 18 19 23 21 -12 -17 -7 25 28 27 -27 29 -25
right_child=-2 2 3 4 5 14 12 10 9 -11 11 -13 -14 -15 15 22 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=502.50605780401065 -14.838506390457141 64.503458224913132 -869.91290976299956 -21050.189550118248 -67514.229154829547 -13685.251954788166 13715.457346754807 -878.58017393867931 -26002.997718394887 -171651.4828776042 120098.676953125 -52683.226773978575 84568.222286868418 68803.060264756947 23607.477312077706 3541.547616493539 116527.15309244793 -72538.787139892578 67178.944921875009 -87114.598691258288 5128.3652519274265 17416.995349121094 -65547.244506048388 64142.018623046883 -68587.867887931046 124549.20168945313 -14322.527949218749 10890.476855468751 -19051.148661548672 1232.9583817441242
leaf_weight=205211 3837650 19508 6528 939 44 2134 52 53 44 24 20 74 77 81 74 146 27 34 24 33 475 32 31 40 29 40 30 24 209 117
leaf_count=205211 3837650 19508 6528 939 44 2134 52 53 44 24 20 74 77 81 74 146 27 34 24 33 475 32 31 40 29 40 30 24 209 117
internal_value=0 241.135 -1492.25 -4148.07 -8509.14 -4288.32 12420.2 5202.3 -24855.9 -77408.3 9555.39 2490.4 56007.4 41242.4 -9358.95 12152.1 48447.4 -11562.4 -10788.8 -11493.3 10237.7 56909.9 -8558.75 -10541.9 3175.59 7699.81 51209.2 81927.2 -3474.74 17260.7
internal_weight=0 236154 30943 11435 4907 3900 908 779 1007 68 735 601 129 134 2992 278 101 2714 2680 2656 527 52 177 2623 489 460 94 64 366 157
internal_count=4073804 236154 30943 11435 4907 3900 908 779 1007 68 735 601 129 134 2992 278 101 2714 2680 2656 527 52 177 2623 489 460 94 64 366 157
is_linear=0
shrinkage=0.1


Tree=2045
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 1 6 6 7 4 3 3 6 3 5 6 3 5 6 4 6 3 4 6 0 4 1 4 3 1
split_gain=1.41264e+12 2.41222e+13 4.53078e+13 3.89829e+13 3.41193e+13 4.24268e+13 3.78512e+13 3.37813e+13 1.00712e+14 6.16215e+13 1.50259e+14 5.22008e+13 4.8156e+13 3.72156e+13 3.11848e+13 2.92543e+13 2.73171e+13 2.63509e+13 4.53381e+13 5.96651e+13 8.69575e+13 4.12887e+13 2.77159e+13 6.69417e+13 2.69277e+13 5.24861e+13 5.12882e+13 2.96441e+13 7.98741e+13 3.28741e+13
threshold=55.046782850000007 55.039488700000007 138.05000000000004 82.648284550000014 82.918694400000007 82.895858600000011 108.05000000000001 45.995000000000012 6.0000000000000009 19.500000000000004 7.5000000000000009 11.500000000000002 108.05000000000001 14.500000000000002 2.5000000000000004 54.990000000000002 25.500000000000004 3.5000000000000004 82.00500000000001 16.500000000000004 104.01000000000001 13.500000000000002 20.500000000000004 89.00500000000001 55.043091000000011 20.500000000000004 82.963919600000011 15.500000000000002 13.500000000000002 82.962856350000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -7 9 11 -11 -9 -13 -12 15 -5 17 18 24 -20 22 -22 -21 -24 26 -26 27 28 -6 -29
right_child=-2 2 -4 4 16 7 -8 8 -10 10 13 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=17.034464672352641 -53.885617139505797 -16434.778186778498 48883.608451872053 1368.7162834541878 -6832.1994445321734 1717.944584298974 -81636.519938151047 12471.693612531286 63806.511414942717 201907.37067618535 -9721.8176612056905 -19549.268895190915 -156382.49737903228 95384.874340277791 20520.273297217587 -30046.717420492656 88344.094411892365 -11168.830061091228 37893.11663052519 -33844.999099854169 23327.051744408702 122640.84892165494 53586.420672415494 -33061.095416410099 -1978.7498806463555 -48531.760182061254 11905.200820848875 11524.726655272309 -119815.75166015625 -10959.463393318423
leaf_weight=1825156 2217197 1051 212 917 2803 1561 60 2705 446 58 134 151 31 45 496 438 36 1611 789 373 102 71 159 203 8850 249 4744 2162 64 930
leaf_count=1825156 2217197 1051 212 917 2803 1561 60 2705 446 58 134 151 31 45 496 438 36 1611 789 373 102 71 159 203 8850 249 4744 2162 64 930
internal_value=0 64.3513 2810.23 2497.56 3156.69 9251.67 -3467.03 13988.7 19354.1 13007.8 62026.3 8983.77 -42856 16701.7 -933.168 -8786.24 1302.33 1166.74 2091.09 17778 299.024 64085.9 -14714.8 4996.79 746.754 -3252.7 4146.83 -2029.65 -9354.33 4762.02
internal_weight=0 1.85661e+06 31451 31239 30188 7042 1911 5131 3570 3124 237 2887 182 179 1851 1355 23146 23110 21499 1697 908 173 735 362 19802 9099 10703 5959 2867 3092
internal_count=4073804 1856607 31451 31239 30188 7042 1911 5131 3570 3124 237 2887 182 179 1851 1355 23146 23110 21499 1697 908 173 735 362 19802 9099 10703 5959 2867 3092
is_linear=0
shrinkage=0.1


Tree=2046
num_leaves=31
num_cat=0
split_feature=6 1 1 4 1 0 4 1 0 4 6 6 0 0 4 4 4 6 6 1 6 1 7 4 0 1 6 6 0 4
split_gain=1.47781e+12 7.90106e+12 1.84928e+13 2.55819e+13 1.35747e+13 2.01822e+13 1.34839e+13 1.4553e+13 1.37665e+13 1.30959e+13 1.30317e+13 1.57911e+13 1.30189e+13 2.24293e+13 2.53322e+13 4.76657e+13 4.8672e+13 7.37961e+13 9.17775e+13 4.59792e+13 6.67179e+13 2.86797e+13 3.5357e+13 2.54344e+13 2.17107e+13 2.49216e+13 3.671e+13 2.11052e+13 3.023e+13 2.62816e+13
threshold=41.505000000000003 63.728898350000001 60.770858000000011 10.500000000000002 60.66055595000001 56.888401950000009 5.5000000000000009 61.381045500000006 55.214863500000007 28.500000000000004 38.405000000000008 34.010000000000012 55.030407050000001 55.111813300000001 18.500000000000004 24.500000000000004 23.500000000000004 37.995000000000012 37.705000000000005 82.956351500000011 39.025000000000013 83.025426800000005 6.0000000000000009 21.500000000000004 55.080855950000007 82.981285100000022 37.705000000000005 33.005000000000003 55.080855950000007 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 6 -1 9 -4 8 10 -6 11 -8 -3 14 21 16 19 18 -18 20 -16 27 -23 -22 25 -21 -27 29 -29 -14
right_child=-2 12 3 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 24 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.5406749225665441 -41.349392901099954 37.09872410540131 791.29196560562593 -9565.6505096410001 7808.5490248050182 -15061.138159736383 2092.7651214687371 -6146.6840915704242 -7146.6727196551064 -24984.077975769047 7902.7261372224748 -9792.1663376676952 3757.1797471808964 242.88947264131386 23613.240623300971 6751.7639636267477 -2464.3510750210903 6222.8777914914217 -87724.9320640121 -10893.757143109622 -11227.227810195071 -15219.607535576455 9978.1528888376433 53678.418924773687 31537.905004882814 -26045.219252405615 -107339.0438251202 10025.400633137227 847.02494411754219 -9761.9721251387764
leaf_weight=938780 2768799 204398 16541 4181 4731 455 4151 8632 2445 125 2237 1530 14777 70765 1128 4041 213 352 310 1466 1449 1560 866 63 96 382 65 12666 5007 1593
leaf_count=938780 2768799 204398 16541 4181 4731 455 4151 8632 2445 125 2237 1530 14777 70765 1128 4041 213 352 310 1466 1449 1560 866 63 96 382 65 12666 5007 1593
internal_value=0 87.7301 -52.8641 -2166.67 36.0616 5077.47 -1296.14 -3113.89 -587.683 6964.42 1437.67 -1108.07 518.362 1360.57 3078.71 -1501.83 -7539.62 -29176.2 -53001.2 -3467.35 5208.04 4280.08 -6224.86 -8522.83 -14867.6 -17196.3 -37866.5 5028.69 7425.04 2441.6
internal_weight=0 1.305e+06 983808 39717 944091 5311 35536 18995 10363 4856 7918 5681 321197 116799 46034 9565 5524 875 523 4649 2640 36469 2426 1512 2009 1913 447 34043 17673 16370
internal_count=4073804 1305005 983808 39717 944091 5311 35536 18995 10363 4856 7918 5681 321197 116799 46034 9565 5524 875 523 4649 2640 36469 2426 1512 2009 1913 447 34043 17673 16370
is_linear=0
shrinkage=0.1


Tree=2047
num_leaves=31
num_cat=0
split_feature=1 1 4 0 4 0 0 1 0 5 0 1 6 0 4 6 1 1 6 4 4 0 0 7 4 0 1 1 0 6
split_gain=1.49956e+12 2.27383e+13 5.13969e+13 3.99312e+13 7.61282e+13 4.27134e+13 8.16431e+13 4.46592e+13 4.38862e+13 4.77975e+13 4.30685e+13 6.82873e+13 4.74842e+13 3.71496e+13 7.67452e+13 4.63992e+13 3.39801e+13 4.9283e+13 3.79416e+13 3.2728e+13 3.2392e+13 3.13432e+13 2.9837e+13 4.18531e+13 3.32193e+13 2.90897e+13 4.57033e+13 2.75925e+13 2.60647e+13 2.56153e+13
threshold=50.298521650000005 53.187400150000009 10.500000000000002 54.86311005000001 3.5000000000000004 54.916864950000011 55.622114900000007 50.815483650000004 55.759969450000007 2.5000000000000004 58.010305850000002 52.380799750000001 64.015000000000015 55.783232450000007 4.5000000000000009 76.00500000000001 53.67029225000001 54.62357655000001 79.710000000000022 5.5000000000000009 8.5000000000000018 54.431501800000014 56.858606850000008 6.0000000000000009 16.500000000000004 61.78914120000001 50.815483650000004 52.419561900000012 55.988910100000005 79.710000000000022
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 3 4 -2 -5 7 -7 9 19 11 12 28 14 29 -15 -3 18 21 -8 -16 -18 23 24 -4 -12 -27 -25 -10 -13
right_child=1 16 22 5 -6 6 8 -9 10 -11 25 13 -14 15 20 -17 17 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=48.608243765493967 3153.5879854737841 3363.4296942724304 -22151.248233780687 10379.95341800926 -12781.993121806821 278.48607086050669 5210.216086488992 -26826.203053520254 -23212.400465268358 9358.7085047226556 2419.0019124910673 63978.428556034487 -50862.993255700014 -4991.8839190064027 18187.98683096435 -50770.415716369374 -16149.445237257532 4.1172991002815786 -29724.579760058594 -3356.0381401176801 -5967.1425309931637 -2830.6014334912934 1088.2019126959444 5722.0147910628557 -5313.4546785778839 -2128.6603404510065 -47086.643055660905 -19845.271305621318 -2733.0806633889274 203642.06105143231
leaf_weight=2481177 5253 29640 3478 3955 6983 932 7865 1748 1560 8722 12502 29 432 4449 1054 233 2036 1467493 625 10302 1173 13368 2492 1773 1767 843 309 554 1033 24
leaf_count=2481177 5253 29640 3478 3955 6983 932 7865 1748 1560 8722 12502 29 432 4449 1054 233 2036 1467493 625 10302 1173 13368 2492 1773 1767 843 309 554 1033 24
internal_value=0 -75.7275 -1724.56 -756.098 -5940.74 353.659 -391.577 -17400.2 510.526 3273.87 -2632.47 -7623.15 -20167.7 -2172.5 8295.38 -7270.06 10.8624 -56.1202 -5571 352.532 5465.06 -4591 -8403.05 -11526.7 -16478.7 1017.88 -14187.7 -364.911 -15053.8 127222
internal_weight=0 1.59263e+06 79465 69401 12236 57165 53210 2680 50530 26889 23641 9987 3025 6962 2280 4682 1.51316e+06 1.48352e+06 16029 18167 2227 15404 10064 7572 5245 13654 1152 2327 2593 53
internal_count=4073804 1592627 79465 69401 12236 57165 53210 2680 50530 26889 23641 9987 3025 6962 2280 4682 1513162 1483522 16029 18167 2227 15404 10064 7572 5245 13654 1152 2327 2593 53
is_linear=0
shrinkage=0.1


Tree=2048
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 3 0 1 0 5 3 1 1 1 4 3 5 5 0 7 6 4 6 0 1 4 1 2 6 1
split_gain=1.53083e+12 8.30339e+12 2.51563e+13 6.62027e+13 3.58117e+13 2.32268e+13 3.90584e+13 2.69794e+13 3.193e+13 2.46975e+13 2.74615e+13 2.12968e+13 3.55761e+13 1.95392e+13 2.14519e+13 3.96021e+13 1.93046e+13 3.32817e+13 4.52269e+13 4.32982e+13 6.95492e+13 4.52331e+13 8.03914e+13 6.52427e+13 7.33259e+13 5.94812e+13 5.50195e+13 8.63755e+13 1.11416e+14 5.72959e+13
threshold=9.5000000000000018 80.030000000000015 80.720000000000013 30.452677500000004 37.290808600000013 3.5000000000000004 59.898927250000007 30.345769800000003 59.91832440000001 2.5000000000000004 4.5000000000000009 82.956351500000011 82.971668900000012 30.260128500000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 43.550475500000012 6.0000000000000009 75.010000000000005 8.5000000000000018 67.91500000000002 44.601833250000006 39.723160900000003 7.5000000000000009 39.908802000000009 75.000000000000014 64.015000000000015 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 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 -7 13 -9 -8 -11 -6 -13 -3 15 -15 17 -1 -19 21 -21 25 26 24 -24 -20 27 28 29 -23
right_child=-2 2 -4 4 11 6 9 8 -10 10 -12 12 -14 14 -16 -17 -18 18 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=55.588896427689214 57.098131959475204 51028.189715189874 528.16479967908924 -51140.724465862775 1558.1465720587889 -4082.3931818181818 49522.988763297879 10889.014127604169 170841.81460336538 235848.22201704548 102180.38063725492 125247.26676110162 17977.914411009391 -141740.84487124853 20203.127563159498 42499.914531250004 2113.6051620965691 6959.1991033613776 -680.35062474117831 10723.120443891201 -6172.7825013352995 -17188.237637768496 -87931.711418159306 -7075.5430440632163 -17979.46629526902 14541.437890629113 -3576.8261544199022 3166.3767725955313 -66543.978953704835 1403.4509254337327
leaf_weight=1361532 2181312 79 127118 115 1322 44 47 24 26 22 51 36 219 28 77 20 37780 6966 216082 7228 3675 2799 205 23934 557 2598 60359 35164 320 4065
leaf_count=1361532 2181312 79 127118 115 1322 44 47 24 26 22 51 36 219 28 77 20 37780 6966 216082 7228 3675 2799 205 23934 557 2598 60359 35164 320 4065
internal_value=0 -65.8121 707.921 11537.4 2733.3 47175 76511.1 28233.6 94064.5 106062 142464 6661.98 33121.8 12098.6 -12504.8 -64973.9 -122.518 -171.479 -1020.93 -1176.65 5028.13 -1372.13 -2869.92 -7992.66 -36798.6 -499.51 -1638.16 1125.05 -8866.78 -6177.86
internal_weight=0 1.89249e+06 129228 2110 1692 418 164 254 50 120 73 1577 255 204 125 48 1.76326e+06 1.72548e+06 363952 356986 10903 346083 127403 24696 762 218680 102707 42348 7184 6864
internal_count=4073804 1892492 129228 2110 1692 418 164 254 50 120 73 1577 255 204 125 48 1763264 1725484 363952 356986 10903 346083 127403 24696 762 218680 102707 42348 7184 6864
is_linear=0
shrinkage=0.1


Tree=2049
num_leaves=31
num_cat=0
split_feature=6 5 1 4 6 3 4 4 3 4 4 4 0 2 6 0 6 0 2 3 4 6 4 2 0 1 1 6 2 2
split_gain=1.50074e+12 7.01763e+12 1.3938e+13 2.0334e+13 4.2617e+13 1.37622e+13 1.05898e+13 1.42164e+13 1.19142e+13 9.19776e+12 9.60013e+12 4.79784e+13 9.78393e+13 3.88658e+13 3.11471e+13 1.90359e+13 1.8605e+13 1.65602e+13 1.5098e+13 1.48628e+13 1.45409e+13 5.06299e+13 1.9206e+13 1.85465e+13 1.31987e+13 1.26351e+13 9.37996e+12 9.33317e+12 3.12915e+13 1.18989e+13
threshold=142.05000000000004 2.5000000000000004 30.452677500000004 5.5000000000000009 247.90000000000001 5.5000000000000009 32.500000000000007 29.500000000000004 13.500000000000002 25.500000000000004 8.5000000000000018 5.5000000000000009 54.762682300000009 2911.0000000000005 149.05000000000004 54.916864950000011 247.90000000000001 55.972700350000004 9651.0000000000018 3.5000000000000004 16.500000000000004 247.90000000000001 23.500000000000004 2828.5000000000005 53.341100000000004 38.109452700000006 39.004719500000007 247.90000000000001 2865.5000000000005 2865.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 10 11 15 19 -14 -12 24 17 -17 -18 -13 27 22 23 -22 25 -4 -23 28 -16 -29
right_child=1 6 9 4 5 -7 8 -9 -10 -11 14 12 13 -15 20 16 18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.2951042023291164 38203.065602678573 -1382.9444510022931 -64060.314518229163 -144681.31340332032 56787.34912109375 -40443.142530616555 -100623.92321428572 63339.921691176474 -16206.159665622981 67659.544687500005 -95747.020909926476 61765.678645833337 291419.44624255953 99026.579166666663 34038.654121767242 -118085.40111607144 4824.2682326874183 -16733.154523026315 -70650.346060075433 -27606.971635841837 68754.125334821438 16468.705852754236 8734.8615625000002 188551.61979166669 58304.62691323724 15743.467647286843 -37838.180262115042 -22363.818857779155 -106426.94723632814 12673.406477246506
leaf_weight=4053505 35 18335 21 32 24 37 21 34 82 25 34 30 21 21 29 28 308 38 29 49 28 59 20 24 71 359 69 164 35 237
leaf_count=4053505 35 18335 21 32 24 37 21 34 82 25 34 30 21 21 29 28 308 38 29 49 28 59 20 24 71 359 69 164 35 237
internal_value=0 -857.689 5054.46 -26767.1 -51218.3 -2188.52 -1442.44 -1263.15 -33417.5 7451.85 6552.69 12964.7 71897.5 195223 -2391.16 4614.79 -11179.2 -59731.1 -1670.58 6332.01 2381.92 24929.4 92014.6 124045 18727.9 11333.3 -12806.1 -7315.89 -42778.5 -1656.03
internal_weight=0 20299 1827 128 93 61 18472 18369 103 1699 1674 975 121 42 699 854 403 66 337 79 665 200 72 52 451 380 128 465 64 401
internal_count=4073804 20299 1827 128 93 61 18472 18369 103 1699 1674 975 121 42 699 854 403 66 337 79 665 200 72 52 451 380 128 465 64 401
is_linear=0
shrinkage=0.1


Tree=2050
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 4 4 3 1 4 2 6 0 1 0 0 4 7 0 6 1 0 6 1 4 5 4 6 2
split_gain=1.47956e+12 4.72999e+12 2.1015e+13 2.22316e+13 4.3448e+13 6.62839e+13 2.02337e+13 2.36052e+13 3.40751e+13 2.31439e+13 2.0231e+13 3.09289e+13 3.11731e+13 2.66379e+13 2.07942e+13 3.92308e+13 6.50948e+13 1.03316e+14 6.14866e+13 8.44877e+13 4.74637e+13 6.25077e+13 8.28848e+13 3.61887e+13 3.57606e+13 5.25122e+13 3.78331e+13 3.07712e+13 2.87726e+13 2.76415e+13
threshold=83.658467900000019 92.90968070000001 52.02416370000001 53.310923100000004 116.05000000000001 83.971434050000013 15.500000000000002 16.500000000000004 6.5000000000000009 83.754481100000007 16.500000000000004 3658.0000000000005 105.00500000000001 53.341100000000004 91.292296250000007 56.020150250000007 55.988910100000005 15.500000000000002 6.0000000000000009 56.006509350000009 67.91500000000002 92.791023150000015 56.006509350000009 76.00500000000001 92.865667950000017 15.500000000000002 3.5000000000000004 10.500000000000002 122.65000000000002 2851.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -10 13 12 -12 -5 29 16 17 -16 20 -20 -18 22 -22 -21 28 27 -27 -26 -23 -15
right_child=1 -3 3 10 5 -7 7 -9 9 -11 11 -13 -14 14 15 -17 18 -19 19 23 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-14.456213783861282 13562.063378671124 -301.48837602652605 -3813.2117470446683 6833.754630507723 143196.85278784178 -18059.728297776444 -2507.6096126302086 -4390.5520855131608 -154804.01394817073 -48551.079230182928 17376.666102652958 -3551.3376812569877 145073.41425781252 -21090.666651539865 716.74455018378944 -1651.4343064449968 12826.564924229131 45426.565116182494 60671.549048619301 -6247.2619087300736 149443.60394570706 21979.436496098839 -1928.0917865953948 -48551.056949105936 55354.71060360477 37162.454641544122 -123082.97044771636 140174.21382774939 -35513.360757812501 -62.457270345746565
leaf_weight=3852148 1246 91155 9851 8231 50 52 60 168 41 41 433 13456 20 632 18147 13525 4203 532 159 749 99 672 57 277 241 34 26 52 100 57347
leaf_count=3852148 1246 91155 9851 8231 50 52 60 168 41 41 433 13456 20 632 18147 13525 4203 532 159 749 99 672 57 277 241 34 26 52 100 57347
internal_value=0 251.234 637.31 512.718 -3952.92 60987.6 -4604.82 -29760.1 -59774.8 -101678 897.877 -2686.12 23014.5 1372.26 908.115 2697.6 5018.13 1990.13 13499.1 -7157.02 17962.6 34814 94134.7 -17668.5 26588.2 52954.4 -32277.2 70408 14532.2 -291.675
internal_weight=0 221656 130501 129255 10263 102 10161 310 142 82 118992 13909 453 105083 96852 38873 25348 18679 6669 1185 5484 1281 156 1026 1125 353 60 293 772 57979
internal_count=4073804 221656 130501 129255 10263 102 10161 310 142 82 118992 13909 453 105083 96852 38873 25348 18679 6669 1185 5484 1281 156 1026 1125 353 60 293 772 57979
is_linear=0
shrinkage=0.1


Tree=2051
num_leaves=31
num_cat=0
split_feature=6 6 0 1 3 4 4 1 3 0 3 5 1 0 0 3 1 4 4 1 4 3 4 3 1 1 0 0 0 4
split_gain=1.38096e+12 1.03273e+13 1.9578e+13 3.15505e+13 3.5765e+13 2.3646e+13 2.38366e+13 5.04598e+13 3.30511e+13 2.53939e+13 2.08022e+13 1.46223e+13 4.71131e+13 7.10981e+13 6.27829e+13 4.50887e+13 4.64429e+13 3.36447e+13 3.05837e+13 3.01369e+13 2.07507e+13 1.42404e+13 2.19071e+13 2.73226e+13 6.61065e+13 1.54797e+14 5.32036e+13 3.23987e+13 2.85743e+13 2.48454e+13
threshold=110.01500000000001 108.05000000000001 43.6005307 39.735861600000007 6.5000000000000009 3.5000000000000004 7.5000000000000009 40.965343750000009 7.5000000000000009 43.051287600000009 5.5000000000000009 2.5000000000000004 30.330566300000005 55.043091000000011 59.91832440000001 3.5000000000000004 39.908802000000009 13.500000000000002 8.5000000000000018 37.755233900000007 6.5000000000000009 19.500000000000004 20.500000000000004 15.500000000000002 39.01296365000001 38.166910000000009 56.802121050000004 55.676890650000011 55.649510000000014 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 -5 7 -7 9 10 -8 12 14 17 -4 16 -15 20 -18 -17 -14 22 -13 27 25 29 -26 28 -24 -25
right_child=-2 2 11 5 -6 6 8 -9 -10 -11 -12 21 13 15 -16 19 18 -19 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.74367604522488895 -429.10133154504774 2714.2398242187501 -72505.041080729163 92705.927913411462 182125.84906250003 -164021.21665482956 2736.2475268260546 116.02535536024307 -13906.181696191408 123570.83900390627 87789.56337696423 2149.0305140611649 25494.554928523939 -258086.05069247159 127014.34689622962 75982.645546875006 3950.4618449818004 71660.113118489593 -157713.32593749999 -59726.474275173612 -68474.016842586439 -21434.77853262765 -8101.0855963541662 -9979.2754178779069 -55559.580282451927 331529.90677083336 113697.81526442309 29329.639421521963 -132829.3475 112413.53162615742
leaf_weight=3992241 73644 20 24 36 25 22 83 126 125 40 44 5992 47 22 46 20 22 66 25 90 47 224 225 43 65 24 26 343 20 27
leaf_count=3992241 73644 20 24 36 25 22 83 126 125 40 44 5992 47 22 46 20 22 66 25 90 47 224 225 43 65 24 26 343 20 27
internal_value=0 7.89987 3615.58 22352 102387 14785.7 8410.37 -24282.8 24980.9 54087.9 32203.5 2296.08 -16081.8 -31504.5 58607.7 -74801.9 -138171 16934.6 -82040.9 -35052.1 -21489.7 3371.57 4192.94 20036.6 53554.3 112370 -7200.32 9491.05 -18283 37229.4
internal_weight=0 4.00016e+06 7919 521 45 476 440 148 292 167 127 7398 409 339 70 179 69 160 47 110 94 6989 6765 773 185 94 91 588 245 70
internal_count=4073804 4000160 7919 521 45 476 440 148 292 167 127 7398 409 339 70 179 69 160 47 110 94 6989 6765 773 185 94 91 588 245 70
is_linear=0
shrinkage=0.1


Tree=2052
num_leaves=31
num_cat=0
split_feature=6 6 2 4 1 0 0 1 0 0 6 4 3 1 3 3 0 7 0 5 1 1 5 0 0 0 6 1 1 0
split_gain=1.37537e+12 1.05375e+13 5.0688e+13 3.56915e+13 3.54992e+13 3.464e+13 3.72202e+13 3.45273e+13 3.99483e+13 4.60669e+13 3.50822e+13 2.99109e+13 2.82691e+13 2.81766e+13 2.79901e+13 2.79597e+13 2.92072e+13 2.68656e+13 4.35752e+13 4.09648e+13 5.26365e+13 4.51081e+13 3.38959e+13 5.90081e+13 1.75667e+14 4.33329e+13 3.64258e+13 3.3766e+13 3.31337e+13 3.47522e+13
threshold=55.015000000000008 50.995000000000012 75.000000000000014 8.5000000000000018 37.318079750000003 45.109778000000006 47.207933300000008 37.425454150000007 55.840017500000009 55.82518790000001 52.610000000000007 3.5000000000000004 4.5000000000000009 38.011626600000007 5.5000000000000009 1.5000000000000002 55.649510000000014 6.0000000000000009 55.812023600000011 2.5000000000000004 30.277905650000005 30.410676000000006 1.5000000000000002 59.933037250000005 59.905532300000012 59.939085000000013 53.995000000000012 30.260128500000004 30.452677500000004 55.93962770000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -6 -10 -9 -11 15 -12 -4 -17 19 -19 20 -18 27 -20 24 -24 26 -25 -21 -22 -30
right_child=-2 2 3 5 7 6 -8 11 10 12 14 -13 -14 -15 -16 16 17 18 22 21 28 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=28.457938608693684 71.669194201111836 21036.724527516064 -10991.068669197768 1827.0814932387821 -9423.8748577391762 -16104.812028899478 -2237.6888072754732 54459.827994791667 60721.13332031251 4884.6390372983869 47579.784019172053 3771.0125992046205 -108001.56661470854 1444.5379416890764 -20470.897718579843 -7770.8889245680903 -6637.6128448902209 -96336.852579171318 -32538.392035077071 -513.84593094929619 26979.613494640202 2736.1204978750893 1118.0095258539375 -54797.703750000001 159284.65104917868 -14783.287775684457 -211806.53998579548 -52307.078746096675 27687.748763003161 923.52610709908777
leaf_weight=2169185 1615683 1105 3559 22028 2396 1961 149171 117 145 31 87 23236 78 71976 198 4238 1541 56 370 202 1481 1073 704 45 78 226 22 334 662 1816
leaf_count=2169185 1615683 1105 3559 22028 2396 1961 149171 117 145 31 87 23236 78 71976 198 4238 1541 56 370 202 1481 1073 704 45 78 226 22 334 662 1816
internal_value=0 -47.107 -614.41 -1043.06 3478.23 -1877.64 -2417.62 2740.17 -7482.64 -12316.3 20676.2 4024.97 -75896.3 592.066 302.468 -3147.65 -974.963 2370.12 -9786.44 4936.86 9042.67 -9097.89 -6432.24 2553.13 16894.2 -35722.4 -106353 -32788 15146.1 8073.61
internal_weight=0 2.45812e+06 288936 261543 27393 173160 151132 26288 2935 2505 430 23353 109 88383 285 16407 12848 8610 1501 7109 5500 1609 1445 1075 782 293 67 536 3959 2478
internal_count=4073804 2458121 288936 261543 27393 173160 151132 26288 2935 2505 430 23353 109 88383 285 16407 12848 8610 1501 7109 5500 1609 1445 1075 782 293 67 536 3959 2478
is_linear=0
shrinkage=0.1


Tree=2053
num_leaves=31
num_cat=0
split_feature=6 2 6 6 1 0 4 0 1 1 0 0 4 0 0 6 3 3 0 1 0 1 4 4 1 0 0 7 6 1
split_gain=1.4191e+12 8.46315e+12 2.40004e+13 3.78853e+13 2.53961e+13 8.13278e+13 7.09823e+13 8.23101e+13 8.09705e+13 6.96524e+13 4.62677e+13 5.37374e+13 4.28309e+13 6.05676e+13 3.10006e+13 2.90416e+13 2.79954e+13 2.77284e+13 2.68377e+13 3.24471e+13 2.52471e+13 2.37633e+13 3.78304e+13 3.26768e+13 2.56915e+13 3.54896e+13 8.09841e+13 4.89374e+13 6.19092e+13 1.78723e+14
threshold=88.00500000000001 3999.0000000000005 99.050000000000011 95.045000000000016 82.895858600000011 54.992080650000005 6.5000000000000009 54.998919050000005 82.93515810000001 82.956351500000011 55.034466500000008 55.102137100000007 11.500000000000002 55.046782850000007 53.379556850000007 97.020000000000024 11.500000000000002 3.5000000000000004 55.055052800000006 82.948524700000021 55.030407050000001 60.620042600000012 25.500000000000004 26.500000000000004 60.307188350000011 56.850115550000005 56.818587550000011 6.0000000000000009 96.050000000000011 60.590708550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 14 8 9 10 -8 -7 -12 13 17 -6 18 -11 -9 19 -14 -17 24 -23 -24 -5 26 -26 28 29 -28
right_child=1 2 -4 4 5 6 7 12 -10 16 11 -13 15 -15 -16 20 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=14.425979258790981 -674.029804252899 583.06256100645771 -787.6699612440201 4251.8654004228983 17308.480053135132 291672.85810122284 44742.948369989812 97256.651966688369 35606.378684129908 123863.01741727942 -5269.5310546875007 212760.0822716346 62762.111909779342 86421.374362362141 -10688.023104732943 -53491.30417041367 268635.72017045453 4746.3641714590567 -23651.615495256698 -7251.1554764359089 359.41982966738198 -2590.5441442687807 -152418.96230468751 -8361.9107421874996 3521.5591668023003 -6308.7613729331388 64845.531680152533 -2183.0059100115741 65014.874034288201 416685.20170454547
leaf_weight=3844148 152319 21374 47449 2695 636 23 115 36 102 34 20 26 171 170 1046 139 22 324 105 108 233 1665 32 31 288 249 42 54 126 22
leaf_count=3844148 152319 21374 47449 2695 636 23 115 36 102 34 20 26 171 170 1046 139 22 324 105 108 233 1665 32 31 288 249 42 54 126 22
internal_value=0 -241.472 610.47 2830.1 8471.19 15319.3 31252.1 24098.6 92202.9 89279.3 175867 117965 15431.5 37227.7 -101.949 151.098 180738 13997.4 19442.1 35660.2 -19762.2 4115.45 -5468.68 -81533.7 8879.94 24850.1 39433.8 81822 105697 185790
internal_weight=0 229656 77337 29888 8514 3310 1628 1457 171 171 69 46 1286 530 1682 756 56 360 384 279 372 5204 1728 63 3476 781 532 244 190 64
internal_count=4073804 229656 77337 29888 8514 3310 1628 1457 171 171 69 46 1286 530 1682 756 56 360 384 279 372 5204 1728 63 3476 781 532 244 190 64
is_linear=0
shrinkage=0.1


Tree=2054
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 4 2 2 4 1 4 0 2 1 3 0 0 1 0 7 1 0 0 0 1 1 1 0 0 4
split_gain=1.38641e+12 1.85249e+12 1.36858e+12 1.49795e+13 4.71157e+13 4.40591e+13 4.25672e+13 3.40391e+13 4.97306e+13 3.33509e+13 3.22905e+13 3.62911e+13 3.0852e+13 2.42992e+13 2.25742e+13 2.24081e+13 5.31647e+13 5.04243e+13 2.99269e+13 2.57019e+13 2.5606e+13 4.936e+13 4.07281e+13 3.54632e+13 2.15334e+13 4.1255e+13 2.9622e+13 2.12789e+13 2.21245e+13 6.02904e+13
threshold=15792.500000000002 57.995000000000012 46.010000000000012 49.010000000000012 37.978059650000013 5.5000000000000009 2810.0000000000005 4046.5000000000005 8.5000000000000018 38.166910000000009 10.500000000000002 43.6005307 75.000000000000014 37.331232350000008 4.5000000000000009 54.962581500000006 54.947152850000002 82.968544750000021 55.007293000000011 6.0000000000000009 83.00362155000002 55.02095400000001 55.018166200000003 55.029726000000004 83.007653300000015 83.002084650000015 83.001701100000005 55.806294650000005 55.775215600000003 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=2 -2 -1 4 5 12 14 8 9 -6 11 -10 27 -8 -7 16 -9 -18 -17 20 -20 22 -22 -23 25 26 -21 28 -4 -30
right_child=1 -3 3 -5 7 6 13 15 10 -11 -12 -13 -14 -15 -16 18 17 -19 19 24 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-63.67580615652156 -19394.636317978897 11477.332692307693 -21743.91508921166 -35.445656138877489 13017.107831165929 -10008.669197432147 -555.17825572582331 -560.38273548958671 -13918.948610088642 -201.82132135375201 3314.2838701994006 10227.961695534912 4492.4984943929321 13257.481263520287 -3737.1464746411129 10746.081389799037 31692.648970253813 -18966.295948547027 148.05880308219059 4699.8147880713868 -5754.7221920168631 21596.46701877068 -46117.461537028605 -6364.1589162315395 77.379013865214759 12850.390115691163 -6653.8849427241039 -62545.119832356781 173325.54831861414 -13969.488855698532
leaf_weight=1836625 77 26 365 2003960 2018 8266 4189 33081 650 35207 23757 14664 10643 1830 18777 3252 213 2534 34876 11217 467 529 538 3183 14659 5124 2890 96 23 68
leaf_count=1836625 77 26 365 2003960 2018 8266 4189 33081 650 35207 23757 14664 10643 1830 18777 3252 213 2534 34876 11217 467 529 538 3183 14659 5124 2890 96 23 68
internal_value=0 -11601.7 0.293342 52.8116 811.507 -2125.29 -3961.3 1499.71 3130.39 514.788 5622.4 9203.05 3296.95 3644.38 -5654.11 394.432 -1670.43 -15038.2 1358.53 943.079 -787.198 -7702.19 -27361.8 -2379.47 2964.53 5165.28 2373.86 -19754.2 -10745.5 33368.8
internal_weight=0 103 4.0737e+06 2.23708e+06 233116 44257 33062 188859 76296 37225 39071 15314 11195 6019 27043 112563 35828 2747 76735 73483 39593 4717 1005 3712 33890 19231 14107 552 456 91
internal_count=4073804 103 4073701 2237076 233116 44257 33062 188859 76296 37225 39071 15314 11195 6019 27043 112563 35828 2747 76735 73483 39593 4717 1005 3712 33890 19231 14107 552 456 91
is_linear=0
shrinkage=0.1


Tree=2055
num_leaves=31
num_cat=0
split_feature=4 6 6 2 2 0 3 5 1 1 1 0 5 0 0 0 6 2 7 1 1 6 1 1 0 4 1 1 1 0
split_gain=1.44033e+12 9.02003e+12 4.02907e+13 5.70928e+13 3.15949e+13 4.40553e+13 5.03693e+13 3.66834e+13 2.77957e+13 3.87485e+13 6.18925e+13 4.87459e+13 1.05961e+14 2.60228e+13 2.50466e+13 2.85478e+13 7.73759e+13 3.07407e+13 3.01031e+13 3.49025e+13 2.44016e+13 2.43389e+13 4.99666e+13 2.53156e+13 4.42398e+13 2.91605e+13 5.58875e+13 3.69611e+13 3.26368e+13 4.29943e+13
threshold=9.5000000000000018 62.375000000000007 64.015000000000015 451.00000000000006 2691.5000000000005 59.950512650000007 1.5000000000000002 2.5000000000000004 37.517483500000004 37.46219940000001 37.488790500000007 55.721784200000009 2.5000000000000004 55.649510000000014 55.791814000000009 55.737027400000009 62.625000000000007 36.000000000000007 6.0000000000000009 37.682335600000009 37.401708450000008 59.245000000000012 65.64204770000002 37.563506350000004 59.848366150000011 5.5000000000000009 30.330566300000005 30.389265100000003 30.277905650000005 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -7 -8 9 -3 11 -11 -13 -12 15 17 -17 -10 19 -18 -6 -1 23 24 -23 27 28 -26 29 -27
right_child=-2 2 -4 4 20 6 7 -9 14 10 13 12 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-60.604334516999693 55.384551472374916 15040.94667899784 -44.847433328505836 -1758.7757563083296 12230.385366633658 26993.085925033247 -64502.672866536457 -16460.110776154106 -11306.96850329846 60718.660508578439 -28840.549847412112 54722.429059709822 351876.55104166665 44429.652863193915 -1610.0856746573636 157137.17102726066 71881.359997558597 15766.582710339884 -97546.75 9898.6481721433211 2088.3294109301983 6526.4555559651571 -5246.0466387299684 -1248.3174195211197 16824.994045465875 -27574.634241862725 1242.3896147794917 -8580.0850565922374 -38179.987028493968 24053.04806104473
leaf_weight=1375519 2181312 1593 346629 5761 2521 141 300 338 572 102 80 28 21 123 1832 47 128 1572 20 313 40213 11740 28041 69141 1183 439 1923 1110 807 255
leaf_count=1375519 2181312 1593 346629 5761 2521 141 300 338 572 102 80 28 21 123 1832 47 128 1572 20 313 40213 11740 28041 69141 1183 439 1923 1110 807 255
internal_value=0 -63.837 356.318 2852.61 1696.03 -4776.85 -27096.7 -39050.7 11714.2 21691.2 51617.4 100099 182074 15554.7 7382.12 13593.9 34908.7 8543.6 22447.2 27889.1 2686.64 -177.276 -1577.19 -389.191 3013.51 -4200.42 -10044.9 4526.85 -24505.7 -8604.81
internal_weight=0 1.89249e+06 402334 55705 49274 6540 779 638 6431 1947 354 151 49 203 4484 2652 508 2144 461 441 42734 1.49016e+06 114639 86598 17457 5717 3424 2293 1501 694
internal_count=4073804 1892492 402334 55705 49274 6540 779 638 6431 1947 354 151 49 203 4484 2652 508 2144 461 441 42734 1490158 114639 86598 17457 5717 3424 2293 1501 694
is_linear=0
shrinkage=0.1


Tree=2056
num_leaves=31
num_cat=0
split_feature=1 1 0 3 6 6 3 7 6 6 0 4 3 7 6 6 6 6 6 0 3 1 6 3 6 6 6 0 0 0
split_gain=1.51973e+12 1.81008e+13 2.8132e+13 2.59725e+13 4.0666e+13 2.68477e+13 2.66859e+13 3.12618e+13 3.08546e+13 5.78976e+13 2.17367e+13 2.06146e+13 1.92492e+13 3.39923e+13 1.86142e+13 1.67855e+13 5.77795e+13 3.97126e+13 3.58556e+13 2.17201e+13 2.09654e+13 2.4305e+13 1.73263e+13 1.7239e+13 1.70697e+13 1.60118e+13 1.56175e+13 1.54191e+13 1.59559e+13 1.52422e+13
threshold=83.00362155000002 83.011163250000024 55.012912000000007 10.500000000000002 54.990000000000002 94.02500000000002 1.5000000000000002 6.0000000000000009 87.015000000000015 78.605000000000004 54.94428030000001 26.500000000000004 8.5000000000000018 6.0000000000000009 39.305000000000007 48.005000000000003 48.945000000000007 39.505000000000003 40.905000000000008 55.014210500000011 7.5000000000000009 83.007653300000015 48.025000000000013 2.5000000000000004 39.005000000000003 46.805000000000007 76.605000000000004 55.030407050000001 55.014210500000011 55.018166200000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 15 -2 -12 -10 -14 -9 17 22 24 23 -20 -21 -22 -17 -19 -8 -13 -18 28 -11 -6
right_child=1 -3 3 4 29 -7 8 14 12 27 11 25 13 -15 -16 16 26 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19.687017738324954 -8731.2846627197268 -3.8798683407268593 -8729.4257192426758 12084.550382525549 -65859.774890361397 -36220.404731602823 2384.4937379861053 -19004.926437608938 -1981.965324653177 -29976.385411005434 14051.199184953613 15532.428947764662 -73629.239015858213 -3290.4486535904252 10095.318519377506 -58304.77100585938 4777.7933231821444 92210.132555086326 -2372.3938033580266 10855.721076530586 4561.9042337609171 44876.624865354468 -17701.080316840278 32827.462157543283 -14866.113485995207 -17888.815804481019 -22642.437120225695 20290.215740688698 56715.392326554007 -19852.415288880817
leaf_weight=3690391 600 355274 4084 211 163 186 3097 251 340 23 4086 227 134 141 1769 120 5416 73 927 2506 229 431 846 148 704 389 216 417 276 129
leaf_count=3690391 600 355274 4084 211 163 186 3097 251 340 23 4086 227 134 141 1769 120 5416 73 927 2506 229 431 846 148 704 389 216 417 276 129
internal_value=0 189.49 2630.91 1107.4 -21364.3 1613.5 1931.23 -3696.36 4072.27 4947.8 9193.05 11480.3 -17892.9 -37564.6 6479.4 3596.45 -149.428 6642.09 13208.5 11090.1 15031.9 30888.6 -22745 52442.6 -810.567 -5572.87 3726.17 32716.5 50046.8 -45534.6
internal_weight=0 383413 28139 22837 503 22334 22148 6104 16044 15429 5302 4702 615 275 2020 14713 6598 8115 4314 4093 3166 660 966 221 3801 616 5632 716 299 292
internal_count=4073804 383413 28139 22837 503 22334 22148 6104 16044 15429 5302 4702 615 275 2020 14713 6598 8115 4314 4093 3166 660 966 221 3801 616 5632 716 299 292
is_linear=0
shrinkage=0.1


Tree=2057
num_leaves=31
num_cat=0
split_feature=1 4 4 7 4 0 0 1 6 6 6 6 6 0 0 0 1 4 4 3 6 6 6 1 4 5 7 3 1 4
split_gain=1.47164e+12 4.74315e+12 9.47056e+12 1.20778e+13 1.01919e+13 9.64068e+12 4.72675e+13 2.23923e+13 1.44109e+13 9.89421e+12 8.95811e+12 2.4877e+13 2.10195e+13 1.47858e+13 3.66333e+13 2.09904e+13 1.10869e+14 5.40299e+13 3.65495e+13 2.76733e+13 2.64483e+13 3.3972e+13 2.49405e+13 1.99297e+13 3.23878e+13 3.19993e+13 2.62013e+13 2.03159e+13 4.09628e+13 1.9864e+13
threshold=83.658467900000019 8.5000000000000018 5.5000000000000009 6.0000000000000009 7.5000000000000009 53.310923100000004 53.244414800000008 91.292296250000007 92.02500000000002 78.010000000000005 61.425000000000004 64.015000000000015 59.505000000000003 55.972700350000004 55.60524465000001 56.006509350000009 92.791023150000015 16.500000000000004 9.5000000000000018 8.5000000000000018 101.02000000000002 70.50500000000001 75.010000000000005 113.48479755000001 9.5000000000000018 3.5000000000000004 6.0000000000000009 11.500000000000002 83.754481100000007 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 -6 8 -7 -8 12 -12 -3 14 23 16 17 19 -18 -15 21 -20 29 27 25 -25 -26 -13 -29 -23
right_child=1 10 3 -5 5 7 9 -9 -10 -11 11 13 -14 15 -16 -17 18 -19 20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-14.417480301840786 493.63394484611075 -436.62424304213022 4803.2511250283405 -4708.1910194396978 5716.7738732679836 -1501.7234929380459 58383.503208984381 28662.259635940016 -68763.493961148648 138972.97810496794 7661.4933577540642 -4179.6047246231092 -7500.3622621436225 137287.31202641039 -68638.921617759144 789.49753955203005 -18762.292269815614 6450.9279045758931 -9450.9209583304782 36609.691189236117 -24625.46355994152 42309.345244740631 16534.280824016023 30037.933867124091 -7005.3226349642027 -16380.496397068189 29695.631421006943 -15933.587669002201 23151.10095771154 122055.57808159722
leaf_weight=3852148 108749 65966 3644 1088 159 229 25 311 37 39 4912 13465 4500 113 82 12510 522 70 342 36 171 236 619 770 1436 184 225 412 768 36
leaf_count=3852148 108749 65966 3644 1088 159 229 25 311 37 39 4912 13465 4500 113 82 12510 522 70 342 36 171 236 619 770 1436 184 225 412 768 36
internal_value=0 250.561 698.953 4735.15 7047.11 17267.9 34926 10443.4 -10857.7 107493 -226.671 1035.39 -887.719 18.1875 -1957.92 2356.62 11496.3 78917.7 3830.03 112963 12229.7 17341 27624.8 -1641.13 6400.41 21085.1 -2033.79 -3077.02 9504.58 52864
internal_weight=0 221656 114281 5532 4444 800 223 577 266 64 107375 36909 70466 31997 17342 14655 2145 219 1926 149 1404 1233 891 17260 2615 954 1661 14645 1180 272
internal_count=4073804 221656 114281 5532 4444 800 223 577 266 64 107375 36909 70466 31997 17342 14655 2145 219 1926 149 1404 1233 891 17260 2615 954 1661 14645 1180 272
is_linear=0
shrinkage=0.1


Tree=2058
num_leaves=31
num_cat=0
split_feature=6 5 7 0 6 0 1 6 6 4 2 3 0 3 1 1 1 2 1 1 0 6 4 0 6 4 6 3 3 1
split_gain=1.32021e+12 1.36623e+13 8.81436e+13 5.9773e+13 4.93789e+13 6.28513e+13 6.38921e+13 1.2026e+14 4.47697e+13 4.76038e+13 8.31291e+13 6.40655e+13 5.12598e+13 5.91605e+13 5.02869e+13 4.42321e+13 5.43042e+13 5.61448e+13 5.8181e+13 5.69776e+13 4.81599e+13 6.83214e+13 1.20305e+14 1.11374e+14 1.15815e+14 4.58423e+13 3.81013e+13 5.1673e+13 4.18172e+13 4.46934e+13
threshold=54.010000000000012 1.5000000000000002 6.0000000000000009 45.040161900000008 87.015000000000015 56.342669500000007 37.503969450000007 247.90000000000001 130.05000000000004 9.5000000000000018 5209.5000000000009 3.5000000000000004 56.148747500000006 9.5000000000000018 39.703507450000011 37.318079750000003 38.927872750000006 2882.5000000000005 39.735861600000007 39.749243900000003 45.022979600000006 68.515000000000015 17.500000000000004 43.6005307 73.00500000000001 9.5000000000000018 69.605000000000004 4.5000000000000009 5.5000000000000009 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 7 -6 9 10 11 14 13 -11 -8 -2 -17 18 20 25 21 -18 23 -23 -25 -20 27 -5 29 -28
right_child=1 -3 -4 4 5 -7 8 -9 -10 12 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-47.556699321377806 50065.23470890848 117.46926285670084 3625.4078307113778 -346.30029624717076 229721.28015625002 25782.436583425635 75987.826766304352 -44973.126528033092 5488.4529628008268 -1526.0791299715911 66672.28805147059 -178249.02247209824 47484.629662262996 -180090.43239397323 -91559.625328233524 -13131.675816983312 -14036.99679051537 -7837.2213455922601 75076.956630859378 43230.914827152301 31694.555040750874 289694.01160714286 -119819.21694148137 244641.84121093751 -50081.054589843756 278197.76046874997 -29354.513210914767 -10757.668087098578 -5602.2056475174331 -121691.89995738637
leaf_weight=2399345 212 1625975 19441 7500 30 991 23 34 348 55 34 70 89 28 81 1375 734 1035 25 253 770 28 26 20 40 20 1117 13082 968 55
leaf_count=2399345 212 1625975 19441 7500 30 991 23 34 348 55 34 70 89 28 81 1375 734 1035 25 253 770 28 26 20 40 20 1117 13082 968 55
internal_value=0 68.1444 -1586.03 -5074.5 -7026.76 8997.99 -12003.8 83789.9 -20425.2 -44156.6 -76342.2 -104288 -5234.5 -61764.7 -54505.9 5467.59 3282.04 10929.9 21067.7 61672.1 13589.2 -2850.74 69173 125012 48159.9 165353 -8284.22 -6963.81 -20983.6 -33687.8
internal_weight=0 1.67446e+06 48484 29043 24505 1783 792 64 728 380 208 174 172 83 104 4538 4326 2951 1916 298 1618 848 114 88 60 45 22722 20582 2140 1172
internal_count=4073804 1674459 48484 29043 24505 1783 792 64 728 380 208 174 172 83 104 4538 4326 2951 1916 298 1618 848 114 88 60 45 22722 20582 2140 1172
is_linear=0
shrinkage=0.1


Tree=2059
num_leaves=31
num_cat=0
split_feature=6 6 6 0 4 4 1 0 4 1 2 0 4 4 4 0 0 1 0 0 1 0 1 0 1 4 0 6 5 2
split_gain=1.3777e+12 1.73436e+13 1.29098e+13 1.26779e+13 2.78007e+13 5.54696e+13 2.73527e+13 2.61572e+13 2.2326e+13 2.19333e+13 1.80489e+13 3.01294e+13 6.06333e+13 4.25833e+13 2.23805e+13 2.88759e+13 1.6807e+13 1.52175e+13 3.57352e+13 1.71682e+13 2.5619e+13 1.64242e+13 1.4647e+13 1.47446e+13 1.44946e+13 1.25912e+13 1.4151e+13 1.24385e+13 1.58177e+13 2.68215e+13
threshold=39.305000000000007 39.025000000000013 39.005000000000003 56.342669500000007 13.500000000000002 12.500000000000002 30.323041000000003 59.933037250000005 18.500000000000004 30.260128500000004 75.000000000000014 55.749683450000006 24.500000000000004 23.500000000000004 19.500000000000004 55.783232450000007 55.834019500000004 38.166910000000009 55.791814000000009 55.710673100000008 37.600779750000008 55.81943720000001 82.648284550000014 56.228352100000002 39.018051150000005 33.500000000000007 55.649510000000014 38.205000000000005 1.5000000000000002 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 -5 -6 -7 22 -9 11 -10 13 14 -13 -16 -14 19 24 20 -12 -20 23 -3 -19 27 -27 28 -1 -30
right_child=-2 3 -4 4 6 7 -8 9 10 -11 17 12 16 -15 15 -17 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=87.480503806421211 -34.108010488400588 -1314.2220586937701 -3421.9815091335799 4424.6673962651466 -25692.142349068225 -3367.2329716435183 -1302.4275257894865 54153.214040178573 48829.565215733543 163197.05352063302 31863.086930387566 77946.755461237975 33364.247726062116 -138205.31029094828 -77949.651435546883 7014.8729980468752 102287.46265625001 48934.963966020332 78610.145966880344 -26832.748560755463 -7752.0785896912921 18903.660642282586 13877.236021783378 28293.857810058598 5579.6941141783045 -82210.492995689667 -10709.387637389334 1283.0362422249821 6212.5746958297459 -2602.1566993680372
leaf_weight=893191 3031103 4325 10573 1568 628 27 1717 35 332 39 249 26 121 29 60 120 50 83 117 206 474 76 890 175 1087 29 608 81640 3774 40452
leaf_count=893191 3031103 4325 10573 1568 628 27 1717 35 332 39 249 26 121 29 60 120 50 83 117 206 474 76 890 175 1087 29 608 81640 3774 40452
internal_value=0 99.1511 54.3468 3811.58 -813.135 9051.53 -7834.09 80882.5 6016.29 111622 12884.2 26485.5 8214.07 -24751.2 -8779.51 -21306.6 53517.2 8504.66 15231.7 -1365.04 5891.32 55098.8 2155.5 -162.797 8655.32 90.3921 -13964.5 99.1777 -3.92503 -1849.96
internal_weight=0 1.0427e+06 1.03027e+06 12434 4014 1669 2345 101 8420 74 3030 738 406 235 206 180 171 2292 1363 929 723 193 5390 4500 1170 1.01969e+06 637 1.01906e+06 937417 44226
internal_count=4073804 1042701 1030267 12434 4014 1669 2345 101 8420 74 3030 738 406 235 206 180 171 2292 1363 929 723 193 5390 4500 1170 1019694 637 1019057 937417 44226
is_linear=0
shrinkage=0.1


Tree=2060
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 1 6 1 0 1 6 6 6 1 6 6 6 6 1 1 6 3 1 1 3 1 2 0 6
split_gain=1.40755e+12 5.77188e+12 1.59939e+13 1.60758e+13 1.97735e+13 1.69046e+13 9.77152e+12 1.8965e+13 1.76393e+13 1.19279e+13 1.12731e+13 1.1452e+13 1.46203e+13 1.46781e+13 9.13415e+12 1.80114e+13 2.66562e+13 8.34599e+12 8.01128e+12 1.69734e+13 1.04025e+13 7.81935e+12 7.38716e+12 6.97254e+12 2.26689e+13 1.76782e+13 1.05455e+13 1.05196e+13 1.06382e+13 2.54572e+13
threshold=2.5000000000000004 2.5000000000000004 54.010000000000012 30.472130500000002 30.389265100000003 30.277905650000005 37.978059650000013 60.005000000000003 37.843405600000004 55.145978450000008 37.131181300000009 77.010000000000005 67.91500000000002 63.855000000000011 30.205407000000005 61.805000000000007 58.995000000000012 70.50500000000001 58.045000000000009 37.682335600000009 37.442254400000003 63.855000000000011 1.5000000000000002 30.389265100000003 30.277905650000005 1.5000000000000002 34.382014200000008 2875.5000000000005 44.739668300000005 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=1 2 23 4 5 14 7 8 18 -9 -11 12 13 -12 15 16 22 -17 -5 20 -20 -7 -4 24 -1 -26 27 -25 29 -29
right_child=-2 -3 3 6 -6 21 -8 9 -10 10 11 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-2421.8192523800026 -9.8906889660560466 1460.4950853603787 29014.660076121796 -14146.922357459101 92423.144152462133 -1112.9682581018519 -4113.973642758845 -19842.416496442078 -97647.953091517862 -6198.0290360062208 7790.497369384766 98894.979593750002 -40252.877478966344 113897.98325195313 85299.556924715915 -69351.719965277778 118203.77709173388 10832.4624375 -46958.775098778744 25545.787765066965 -126939.718125 -77218.879007523152 -45736.436406250003 38409.956804265203 -14795.360991010275 -89867.915383522733 285.06230683872269 -2747.4798598345587 4630.2863146144218 139435.53757812499
leaf_weight=1026 3961637 32996 39 282 33 27 6197 157 35 108 32 25 26 22 22 27 31 25 87 28 20 27 20 111 73 55 69260 34 1322 20
leaf_count=1026 3961637 32996 39 282 33 27 6197 157 35 108 32 25 26 22 22 27 31 25 87 28 20 27 20 111 73 55 69260 34 1322 20
internal_value=0 349.33 -113.769 -4583.64 20283.1 9362.87 -5472.88 -15717.6 -29460.3 1070.82 16485.7 39817.6 21356 51019.5 25341.9 16052.6 43124 -30801.6 -23737.1 -43769.8 -61908.5 -39165.9 3675.31 338.185 -7372.26 -47053.1 463.955 8796.26 6407.37 49912.9
internal_weight=0 112167 79171 7270 251 218 7019 822 452 370 213 105 80 54 164 142 90 52 417 135 107 54 59 71901 1154 128 70747 1487 1376 54
internal_count=4073804 112167 79171 7270 251 218 7019 822 452 370 213 105 80 54 164 142 90 52 417 135 107 54 59 71901 1154 128 70747 1487 1376 54
is_linear=0
shrinkage=0.1


Tree=2061
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 6 1 1 0 1 4 1 7 4 0 0 0 6 0 0 4 2 1 1 1 0 6 1 0 0
split_gain=1.33461e+12 1.60544e+13 3.49024e+13 1.13037e+14 1.21182e+14 5.99681e+13 4.45272e+13 7.87557e+13 7.32059e+13 5.57736e+13 5.40243e+13 5.26635e+13 2.12213e+14 1.00515e+14 7.76793e+13 8.05054e+13 1.27639e+14 4.70651e+13 5.18293e+13 4.43767e+13 1.00291e+14 4.47624e+13 7.02157e+13 1.04351e+14 1.85579e+14 9.86166e+13 9.59682e+13 7.72684e+13 1.14025e+14 9.42418e+13
threshold=56.128722100000005 55.876067900000002 37.729575300000008 55.910578700000009 53.252814850000007 56.010000000000012 37.740454950000007 37.768783500000005 55.922096200000006 37.843405600000004 16.500000000000004 37.858952300000006 6.0000000000000009 9.5000000000000018 56.020150250000007 55.988910100000005 56.006509350000009 60.910000000000004 55.922096200000006 56.006509350000009 12.500000000000002 75.000000000000014 37.442254400000003 37.618684050000006 37.517483500000004 55.972700350000004 56.505000000000003 37.425454150000007 55.922096200000006 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 10 8 -8 -9 -5 12 -11 -14 15 -15 -17 -12 -19 21 -21 -3 27 24 -24 -25 -26 29 -29 -23
right_child=-2 2 3 6 -6 -7 7 9 -10 11 17 -13 13 14 -16 16 -18 18 -20 20 -22 22 23 25 26 -27 -28 28 -30 -31
leaf_value=29.854274156263628 95.932025525537753 -1483.6771067173004 -4497.1161549526105 5581.1771201111223 -77095.86165771485 -19082.209929986904 37018.903093902503 -9568.5863250986677 -2247.9799794443838 1491.6479973546213 -12819.596243300197 -887.09692835259784 159596.02133902616 -14158.937376143293 -42243.486749473319 156770.98060267858 42972.591256099855 56821.752286585368 -60393.351703294662 2986.700580847426 -24117.461075578853 19154.73660968932 11844.019691210364 4077.6806602217921 26987.860240583857 -46782.867650683846 95695.213430989592 -21131.980676625397 67420.640205839081 -2262.9563167367555
leaf_weight=2790408 1069483 23703 8817 805 268 4144 1063 7048 858 5224 868 118517 86 123 89 140 333 41 472 3603 2198 2616 6628 12730 394 393 420 2607 154 9571
leaf_count=2790408 1069483 23703 8817 805 268 4144 1063 7048 858 5224 868 118517 86 123 89 140 333 41 472 3603 2198 2616 6628 12730 394 393 420 2607 154 9571
internal_value=0 -34.15 -869.06 -1713.13 -10536.7 -9160.39 -852.746 -620.904 19480.6 -914.421 -15009.4 -424.552 8719.64 57693.7 44900.1 57913.2 76655 -27011.9 -51025.3 1063.96 -7283.07 1881.67 4127.85 7918.82 17378 2554.54 62438.8 -1087.65 -16192.8 2334.46
internal_weight=0 3.00432e+06 213913 148896 13229 12961 135667 133481 1921 131560 2186 124512 5995 771 685 596 473 1381 513 65017 5801 59216 35513 20565 7442 13123 814 14948 2761 12187
internal_count=4073804 3004321 213913 148896 13229 12961 135667 133481 1921 131560 2186 124512 5995 771 685 596 473 1381 513 65017 5801 59216 35513 20565 7442 13123 814 14948 2761 12187
is_linear=0
shrinkage=0.1


Tree=2062
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 1 6 3 0 7 4 5 4 3 6 3 6 0 0 4 6 6 4 4 5 3 1 7 0 4
split_gain=1.45871e+12 4.44284e+12 1.98413e+13 2.10049e+13 2.37087e+13 2.01868e+13 2.6661e+13 2.21162e+13 3.21535e+13 2.95764e+13 3.58577e+13 4.98175e+13 2.97155e+13 2.35121e+13 2.0771e+13 2.12319e+13 1.56949e+13 1.39637e+13 1.99977e+13 1.91771e+13 1.75979e+13 1.55207e+13 2.45349e+13 1.88104e+13 1.58347e+13 1.33098e+13 1.25217e+13 1.08306e+13 1.0535e+13 1.02948e+13
threshold=83.658467900000019 83.971434050000013 16.500000000000004 53.379556850000007 43.905000000000008 83.754481100000007 52.990000000000002 8.5000000000000018 53.310923100000004 6.0000000000000009 14.500000000000002 2.5000000000000004 13.500000000000002 9.5000000000000018 156.15000000000003 5.5000000000000009 82.905000000000015 53.310923100000004 53.341100000000004 10.500000000000002 59.505000000000003 110.01500000000001 15.500000000000002 11.500000000000002 1.5000000000000002 12.500000000000002 83.754481100000007 6.0000000000000009 53.341100000000004 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 26 14 29 -8 -9 25 11 28 -13 -12 17 -16 -6 21 19 -19 27 22 23 -2 -24 -10 -5 -20 -11 -7
right_child=1 -3 -4 4 16 6 7 8 9 10 13 12 -14 -15 15 -17 -18 18 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.354001322989905 -9142.8911571738845 40.038802988624617 -6902.010615103819 11361.848796850263 -8599.834505959172 -12751.984617505756 9224.3001497722053 -78877.833333333343 3167.02675961252 -23040.302072010873 127293.34376860119 86528.722208180159 217791.88843749999 15511.212753515087 8104.7452083333337 -105101.48312922298 -43066.208727588244 10954.816574219236 3354.7026883233921 -2513.2072803097708 -4955.2811688853353 64573.583620689664 -118408.5664358428 46319.961645507814 -15146.137123842593 49155.192734375007 -2995.7744922784659 -7954.5094176157363 60807.275342932415 3153.8989193605739
leaf_weight=3852148 1373 181864 2805 1056 2669 448 3555 27 295 23 21 34 35 181 30 37 139 3896 10018 1451 4631 29 33 64 27 80 1430 925 43 4437
leaf_count=3852148 1373 181864 2805 1056 2669 448 3555 27 295 23 21 34 35 181 30 37 139 3896 10018 1451 4631 29 33 64 27 80 1430 925 43 4437
internal_value=0 249.457 1206.58 1821.51 -4009.26 2795.48 6748.07 12496.4 28237 32299 53798.7 93699.8 153111 27132.1 1184.01 -54412.1 -10306 1349.95 2023.56 7300.04 211.993 -7885 -9288.67 -6672.73 -71940.5 12977.8 3103.04 2398.75 31587.7 1695.18
internal_weight=0 221656 39792 36987 5294 31693 9179 4294 739 712 337 135 69 202 22514 67 2808 22447 20921 5347 15574 1526 1497 1437 60 375 2486 10943 66 4885
internal_count=4073804 221656 39792 36987 5294 31693 9179 4294 739 712 337 135 69 202 22514 67 2808 22447 20921 5347 15574 1526 1497 1437 60 375 2486 10943 66 4885
is_linear=0
shrinkage=0.1


Tree=2063
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 6 0 7 6 4 6 4 6 0 4 6 4 4 0 7 2 5 7 7 4 3 7 4 4 6
split_gain=1.32825e+12 8.5382e+12 1.05996e+14 4.01874e+13 4.49703e+13 5.99236e+13 6.73397e+13 7.33647e+13 3.9417e+13 3.63945e+13 3.2138e+13 2.90415e+13 2.5636e+13 2.50107e+13 4.54255e+13 4.82185e+13 4.4103e+13 3.88902e+13 2.49907e+13 7.77959e+13 3.60904e+13 2.60772e+13 2.39818e+13 2.3514e+13 2.34613e+13 2.26509e+13 2.42839e+13 2.18433e+13 7.33271e+13 6.32908e+13
threshold=30.084656550000002 59.963561900000009 60.002985000000002 3338.0000000000005 7.5000000000000009 67.445000000000007 60.064438250000002 6.0000000000000009 84.810000000000016 5.5000000000000009 74.015000000000015 3.5000000000000004 80.720000000000013 59.939085000000013 14.500000000000002 90.045000000000016 19.500000000000004 22.500000000000004 59.898927250000007 6.0000000000000009 3338.0000000000005 1.5000000000000002 6.0000000000000009 6.0000000000000009 22.500000000000004 1.5000000000000002 6.0000000000000009 15.500000000000002 17.500000000000004 55.805000000000007
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 13 9 4 8 6 7 -6 11 10 -3 -4 -13 18 22 16 27 -18 -1 20 -20 -21 -15 -8 -17 -10 -27 -16 29 -29
right_child=-2 2 3 -5 5 -7 23 -9 25 -11 -12 12 -14 14 15 24 17 -19 19 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-151.73629160576502 6.5227644806175125 -28096.488220200172 -9120.356377618964 -8843.6334101645316 -93771.826230161983 39484.135301241819 15329.76502256154 14144.066278790413 -45133.404582990683 -140854.43669819081 -96945.607865547849 31581.761732775103 111353.67537202382 -46365.568687855121 -8370.1553886455422 -27436.468945890731 161952.43774553575 22718.758005734708 -15624.655171808939 -67374.999325284094 69621.632200766515 -219661.53097826091 63349.517014403144 -22944.645790071736 -124235.2200367647 16272.388459123884 -77005.635483870967 42485.773791743268 1123.7496589268619 195163.92370143582
leaf_weight=44012 4021329 416 176 2594 191 229 398 94 114 38 81 987 42 22 547 95 35 47 789 22 53 23 211 269 34 280 31 102 506 37
leaf_count=44012 4021329 416 176 2594 191 229 398 94 114 38 81 987 42 22 547 95 35 47 789 22 53 23 211 269 34 280 31 102 506 37
internal_value=0 -499.86 -4070.15 132.562 8415.82 -6443.58 -17491.3 -58178.5 19182.1 -46529.3 -39317.4 28417.3 34837.8 -44.1275 12100.9 5310.34 11209.5 82147.8 -486.661 -17105.3 -10258.8 -145210 52990.2 -106.242 -52949.3 -7002.62 6974.58 6329.49 18795.7 83126.7
internal_weight=0 52475 5940 5405 2811 1181 952 285 1630 535 497 1205 1029 46535 1636 1403 1274 82 44899 887 842 45 233 667 129 425 311 1192 645 139
internal_count=4073804 52475 5940 5405 2811 1181 952 285 1630 535 497 1205 1029 46535 1636 1403 1274 82 44899 887 842 45 233 667 129 425 311 1192 645 139
is_linear=0
shrinkage=0.1


Tree=2064
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 4 0 6 4 3 0 6 6 3 4 4 0 0 6 6 4 4 0 3 1 0 1 0 3
split_gain=1.28699e+12 8.28307e+12 2.19113e+13 5.59418e+13 7.11194e+13 6.38883e+13 6.1231e+13 4.19603e+13 4.96332e+13 3.51532e+13 3.60622e+13 3.78397e+13 3.35468e+13 3.26986e+13 3.2425e+13 7.7473e+13 3.00791e+13 2.45512e+13 2.40243e+13 2.71412e+13 2.84714e+13 3.18614e+13 2.38716e+13 3.13409e+13 3.07904e+13 2.78712e+13 2.46485e+13 2.37416e+13 2.32507e+13 2.29303e+13
threshold=88.00500000000001 37.897576350000001 37.858952300000006 55.649510000000014 55.768246800000007 106.49500000000002 11.500000000000002 55.897267000000006 103.03500000000001 9.5000000000000018 4.5000000000000009 55.676890650000011 125.02000000000002 90.045000000000016 3.5000000000000004 8.5000000000000018 14.500000000000002 55.660117850000006 54.724612400000005 102.04000000000001 100.05000000000001 24.500000000000004 5.5000000000000009 44.685196900000008 9.5000000000000018 37.503969450000007 50.596941950000009 37.873748150000004 55.93962770000001 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 18 6 9 7 -4 13 28 27 -11 17 29 -6 -7 -16 -17 -12 19 20 -2 22 -22 -24 25 26 -25 -5 -9 -8
right_child=1 -3 3 4 5 14 12 8 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=13.738115687106266 7841.9711142874648 -621.68820829652293 29150.348132221639 27933.036486816407 -187849.07102864585 -15145.518512228264 -9388.7392724609381 47112.516887385675 -156373.62410714288 99791.055547762779 54564.101850328945 50627.102028223904 -173532.578125 -52337.717464900365 250521.12961647729 -65230.324683779763 81942.291463414644 -42304.835756138396 -374.91066318756293 -123.63172652141864 -2755.1764797044839 -58631.960294117656 137847.10527343751 16469.690224053611 -39209.594546274042 166646.5082217262 84282.137568873353 -126150.0909375 -18658.977623572715 -86896.286368257715
leaf_weight=3844148 4474 161110 119 20 24 46 80 82 21 110 38 452 24 69 22 21 41 84 56926 5200 92 34 40 123 39 21 95 20 156 73
leaf_count=3844148 4474 161110 119 20 24 46 80 82 21 110 38 452 24 69 22 21 41 84 56926 5200 92 34 40 123 39 21 95 20 156 73
internal_value=0 -229.959 690.76 12635.8 22196.9 -7565.42 -26319 -29690.6 -9001.62 42011 47339.6 37287.9 -63611.9 -87308.4 52342.8 89300.7 32093.5 -12132.5 423.152 4913.22 10238.9 34391.7 42105.8 55084.5 43176.2 56619.9 46021 -49108.5 4001.79 -46369.5
internal_weight=0 229656 68546 1502 1206 482 296 352 259 724 684 574 177 93 130 84 62 122 67044 10118 4918 444 410 318 278 239 218 40 238 153
internal_count=4073804 229656 68546 1502 1206 482 296 352 259 724 684 574 177 93 130 84 62 122 67044 10118 4918 444 410 318 278 239 218 40 238 153
is_linear=0
shrinkage=0.1


Tree=2065
num_leaves=31
num_cat=0
split_feature=6 4 6 1 1 0 6 2 5 1 0 1 0 7 4 1 2 0 6 4 0 6 4 1 4 4 1 1 6 0
split_gain=1.31729e+12 1.24107e+13 3.55833e+13 4.40326e+13 5.49276e+13 3.25633e+13 3.16565e+13 6.05788e+13 3.86525e+13 4.17457e+13 3.71987e+13 4.54086e+13 3.61204e+13 3.51457e+13 4.17642e+13 4.89442e+13 3.02782e+13 2.56855e+13 4.10366e+13 2.91421e+13 6.81344e+13 7.63887e+13 2.9201e+13 2.8069e+13 2.46856e+13 3.99483e+13 3.99293e+13 3.35909e+13 2.52657e+13 2.20183e+13
threshold=54.010000000000012 18.500000000000004 54.990000000000002 37.631035900000008 37.475446350000006 55.660117850000006 54.990000000000002 75.000000000000014 2.5000000000000004 37.978059650000013 55.783232450000007 30.277905650000005 55.768246800000007 6.0000000000000009 17.500000000000004 30.315889700000003 8299.5000000000018 55.840017500000009 54.410000000000004 14.500000000000002 55.806294650000005 54.710000000000008 7.5000000000000009 37.488790500000007 8.5000000000000018 10.500000000000002 37.71815560000001 37.618684050000006 54.410000000000004 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 17 9 10 12 -12 -9 -13 -15 -16 -10 19 23 20 24 22 -22 -19 -2 26 27 28 -26 -27
right_child=1 2 -4 -5 -6 -7 -8 8 16 -11 11 13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-47.504100055167214 10930.952710401711 47803.772691395519 -398.7890056929748 352.00796555901201 -47244.45306367649 -13290.944626429588 128.23813281681382 -12528.175714503433 -2181.8446860802405 8544.4338582471264 -17180.296154264761 -1509.1636197739754 -104332.86001420455 27353.148562048355 77865.814281250001 -85446.898593891528 -24973.754929368457 82913.354504024624 85986.874549386164 3477.1092303995051 60149.879042376895 -229083.30804687503 -76167.514192708346 -26499.005496215821 7334.0445926339298 13583.710218087695 -9678.6147358141443 187968.8523015203 106584.30644938152 62136.839591825184
leaf_weight=2399345 277 91 250372 2753 508 2112 1399346 1650 2315 8924 821 1311 44 1133 25 69 779 33 140 959 33 20 30 81 35 289 38 37 96 138
leaf_count=2399345 277 91 250372 2753 508 2112 1399346 1650 2315 8924 821 1311 44 1133 25 69 779 33 140 959 33 20 30 81 35 289 38 37 96 138
internal_value=0 68.069 -573.012 -8556.27 -17602.6 -10767.3 183.682 4208.45 2193.27 4432.05 -2830.74 3262.4 -14912.7 9875.26 22039.1 -42012.7 -7920.34 19802.8 49716.1 15910.4 27918 -58816.2 -4763.17 5172.99 35828.9 46724.2 82892.5 103831 80067.1 29275.4
internal_weight=0 1.67446e+06 255836 5464 2711 2203 1.41862e+06 19277 17071 13977 5053 3359 1694 2538 1227 94 3094 2206 254 1952 993 83 63 114 910 633 206 168 131 427
internal_count=4073804 1674459 255836 5464 2711 2203 1418623 19277 17071 13977 5053 3359 1694 2538 1227 94 3094 2206 254 1952 993 83 63 114 910 633 206 168 131 427
is_linear=0
shrinkage=0.1


Tree=2066
num_leaves=31
num_cat=0
split_feature=4 3 6 0 1 2 0 1 4 3 5 4 0 0 2 0 0 4 1 6 4 0 0 4 7 2 0 6 1 4
split_gain=1.5395e+12 1.66048e+13 2.69869e+13 4.85761e+13 3.44185e+13 3.14529e+13 3.09817e+13 2.94689e+13 3.5946e+13 3.12937e+13 2.93576e+13 3.60756e+13 4.23457e+13 5.10003e+13 3.84033e+13 3.9971e+13 2.72626e+13 2.69305e+13 3.32659e+13 2.59629e+13 2.45208e+13 2.37632e+13 6.79738e+13 6.72914e+13 8.43322e+13 6.64876e+13 7.97555e+13 7.0253e+13 6.94978e+13 6.0535e+13
threshold=16.500000000000004 6.5000000000000009 128.05000000000004 43.472751400000007 37.131181300000009 2828.5000000000005 59.838047850000002 37.442254400000003 24.500000000000004 4.5000000000000009 3.5000000000000004 18.500000000000004 45.073441650000007 45.015054600000006 915.50000000000011 55.462387050000011 45.085557650000005 17.500000000000004 37.563506350000004 134.05000000000004 24.500000000000004 55.660117850000006 55.702806750000008 18.500000000000004 6.0000000000000009 75.000000000000014 55.676890650000011 58.995000000000012 37.631035900000008 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 6 7 -5 -6 9 -9 16 12 13 -12 15 -14 -2 -17 -19 -10 -8 -3 23 24 -23 26 -26 -27 -28 -25
right_child=1 21 3 4 5 -7 20 8 19 -11 11 -13 14 -15 -16 17 -18 18 -20 -21 -22 22 -24 29 25 27 28 -29 -30 -31
leaf_value=-33.351488620701453 3847.4167767299245 -778.55746041918303 114411.26012931037 110361.34696969698 -8660.5582202148435 -14823.132839709131 -11451.477220467643 -156657.99624533582 -93824.340234375006 -33768.077877604162 17270.067350260415 1194.5477811742712 -85367.610995205978 228059.1551136364 7371.3997300331876 43659.465381301932 407.07574905502184 209800.93125000002 33459.277187499996 60445.924348958339 99905.083967391314 19349.619098940773 -9.1410338284829962 -19390.750139981748 34108.377512300933 409.27639003329807 153536.19970238095 49468.571439819338 -29948.572433890229 3262.3700824779353
leaf_weight=3147398 25598 316690 29 33 80 856 141 67 20 30 24 1620 22 22 778 331 229935 23 20 24 23 5805 320112 1254 260 1080 21 400 1214 19894
leaf_count=3147398 25598 316690 29 33 80 856 141 67 20 30 24 1620 22 22 778 331 229935 23 20 24 23 5805 320112 1254 260 1080 21 400 1214 19894
internal_value=0 113.309 791.692 -13563.6 -16476.7 -23506.4 21954.7 -57139.2 -84644.8 -118651 864.087 10975.2 23962.7 118082 20274.9 45625.8 751.712 53331.3 127782 -9676.92 4165.6 -150.905 416.947 4974.42 12333.6 -1356.53 -16230.9 13668.5 -26828.6 1919.12
internal_weight=0 926406 259676 1303 1274 1077 197 221 141 97 258373 2840 1220 46 1174 396 255533 374 43 44 164 666730 350040 29928 8780 2975 1495 1480 1235 21148
internal_count=4073804 926406 259676 1303 1274 1077 197 221 141 97 258373 2840 1220 46 1174 396 255533 374 43 44 164 666730 350040 29928 8780 2975 1495 1480 1235 21148
is_linear=0
shrinkage=0.1


Tree=2067
num_leaves=31
num_cat=0
split_feature=3 0 1 1 4 0 0 1 4 1 0 1 6 6 1 1 3 6 0 1 6 1 1 4 6 6 3 6 0 6
split_gain=1.6746e+12 1.2718e+13 1.67539e+13 1.64087e+13 2.65803e+13 1.9125e+13 1.60147e+13 2.10888e+13 2.80031e+13 4.15655e+13 5.36939e+13 3.20927e+13 6.65241e+13 4.46728e+13 6.35631e+13 3.87112e+13 5.26775e+13 2.8287e+13 6.04809e+13 2.97656e+13 1.05119e+14 8.25261e+13 3.07156e+13 5.97815e+13 7.17228e+13 6.72019e+13 9.23869e+13 1.68673e+14 9.60434e+13 5.4761e+13
threshold=10.500000000000002 45.055912800000009 33.882313700000005 37.290808600000013 13.500000000000002 44.895258050000002 45.015054600000006 40.024897700000004 15.500000000000002 39.908802000000009 43.550475500000012 37.318079750000003 57.995000000000012 103.03500000000001 38.011626600000007 38.965413050000002 13.500000000000002 97.020000000000024 44.249882500000005 39.873894000000007 44.010000000000012 39.939672500000007 39.105193450000009 12.500000000000002 42.875000000000007 51.805000000000007 11.500000000000002 45.995000000000012 43.6005307 77.010000000000005
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 8 11 -10 -11 12 -5 17 -15 -16 -17 19 -19 22 21 -21 -13 24 -24 26 27 -25 -29 -27
right_child=1 -3 3 6 5 -7 -8 -9 9 10 -12 13 -14 14 15 16 -18 18 -20 20 -22 -23 23 25 -26 29 -28 28 -30 -31
leaf_value=-27.616682844159666 -46614.631267632387 10.669294224817799 -57556.864944556452 396.13872974537043 84473.617671535336 19069.911569574313 3282.4909054005352 -7629.8643355606982 -999.82598843361484 26856.58995215311 198367.66140625 3906.5740561714615 145330.38662860577 -149263.73817223837 100990.25390625 15523.872586232312 -163048.47864583333 200617.26386718752 -1145.778966346154 -18209.102282475491 -93681.262315340922 195461.60852399556 61313.580570996928 48685.431808428701 -31674.28883497807 109939.4499386486 56304.427026253637 -291870.56534090912 -14155.337343750001 -5681.9436147836541
leaf_weight=3436249 72 581863 31 81 69 127 27097 3302 20994 209 20 2254 52 43 26 53 24 24 39 51 110 28 117 71 285 193 215 33 20 52
leaf_count=3436249 72 581863 31 81 69 127 27097 3302 20994 209 20 2254 52 43 26 53 24 24 39 51 110 28 117 71 285 193 215 33 20 52
internal_value=0 148.846 1592.5 1654.91 28485.9 42094.7 1544.95 -118.956 873.323 -537.623 41835.7 8814.05 57062.2 7050.17 -47143.8 -4511.18 -40135 9316.01 75716.3 8096.06 -30479.8 57522.3 10346.3 25067.6 -4610.66 45496.8 16658.6 -52082 -187072 85399.4
internal_weight=0 637555 55692 55620 227 196 55393 28296 24994 21223 229 3771 133 3638 146 103 77 3492 63 3429 189 79 3240 986 402 584 339 124 53 245
internal_count=4073804 637555 55692 55620 227 196 55393 28296 24994 21223 229 3771 133 3638 146 103 77 3492 63 3429 189 79 3240 986 402 584 339 124 53 245
is_linear=0
shrinkage=0.1


Tree=2068
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 4 6 6 3 3 6 5 3 6 4 1 6 4 4 3 6 1 0 1 0 0 4 6
split_gain=1.48296e+12 1.59022e+13 8.16055e+13 9.84806e+13 6.53981e+13 5.47751e+13 5.38588e+13 4.95221e+13 4.1694e+13 4.79946e+13 4.3789e+13 6.10653e+13 4.94398e+13 4.60925e+13 4.05223e+13 3.94281e+13 3.69869e+13 3.10417e+13 6.63631e+13 5.89241e+13 4.36614e+13 3.7702e+13 1.15657e+14 3.44901e+13 1.09557e+14 4.93937e+13 1.2581e+14 8.76949e+13 5.7437e+13 4.81012e+13
threshold=45.059854000000009 45.073441650000007 39.029038350000008 38.927872750000006 45.067157700000003 39.033214400000013 38.965413050000002 6.5000000000000009 128.05000000000004 63.705000000000005 3.5000000000000004 5.5000000000000009 142.05000000000004 4.5000000000000009 16.500000000000004 142.05000000000004 23.500000000000004 38.97264950000001 69.015000000000015 19.500000000000004 21.500000000000004 9.5000000000000018 99.050000000000011 38.977585500000011 45.063245050000006 39.004719500000007 45.07004340000001 45.07004340000001 9.5000000000000018 72.50500000000001
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 5 -4 7 -5 9 -9 12 -12 -10 14 15 -13 -6 18 -8 -20 23 22 -22 24 -19 26 28 -27 -25 -30
right_child=1 -3 4 6 16 -7 17 8 10 -11 11 13 -14 -15 -16 -17 -18 20 19 -21 21 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-181.99447791935029 -10998.269594641339 -7.6558268045409141 -24379.328165212773 -3556.540466714398 3109.3546114853389 -5621.031188193554 3078.8731257645632 8310.4719543486699 -50012.504551630438 20842.875788008881 -189766.390625 -38181.496716994385 143491.68165322582 51543.275992063493 16850.833352481619 -150628.39659729003 -11856.657197193232 114464.44535714286 -5033.589661488335 -49781.928838236156 21362.589852785597 8831.4368809065363 148968.03244685681 -8598.7408146911093 9758.694684147491 -104.62164789838546 -29471.053232311453 19579.458867112975 4344.4993840799352 38825.460624815161
leaf_weight=403392 3964 3606732 2174 2226 10602 5482 2714 7329 23 5241 24 89 31 63 68 48 1956 105 651 537 408 849 86 1804 2070 8669 1652 3063 1118 634
leaf_count=403392 3964 3606732 2174 2226 10602 5482 2714 7329 23 5241 24 89 31 63 68 48 1956 105 651 537 408 849 86 1804 2070 8669 1652 3063 1118 634
internal_value=0 20.0019 1586.49 4027.72 -3662.88 -10947.6 5535.57 10219 12593.2 13535.8 -21652.2 -36950.8 61073.2 -23265.8 -46255.9 -77579 778.289 2624.37 -5549.39 -25260.7 4183.37 21612.1 43577.3 2958.85 14813.5 1436.78 -6667.78 5034.51 3925.86 16822.2
internal_weight=0 3.67041e+06 63680 43466 20214 7656 39502 15142 12916 12570 346 292 54 268 205 137 12558 24360 3902 1188 20458 1343 494 19115 2175 16940 5208 11732 3556 1752
internal_count=4073804 3670412 63680 43466 20214 7656 39502 15142 12916 12570 346 292 54 268 205 137 12558 24360 3902 1188 20458 1343 494 19115 2175 16940 5208 11732 3556 1752
is_linear=0
shrinkage=0.1


Tree=2069
num_leaves=31
num_cat=0
split_feature=4 6 5 3 1 6 3 3 7 0 0 6 4 1 1 6 1 4 6 4 0 0 1 6 4 4 1 1 4 1
split_gain=1.48586e+12 1.33152e+13 2.58678e+13 3.38743e+13 3.43647e+13 2.86989e+13 2.83239e+13 3.4721e+13 2.53898e+13 4.89976e+13 9.28864e+13 8.3066e+13 9.29251e+13 1.198e+14 5.99782e+13 7.35411e+13 7.05811e+13 8.99752e+13 5.96571e+13 7.0174e+13 5.61883e+13 1.07428e+14 5.43237e+13 8.12535e+13 8.28833e+13 7.77578e+13 1.98577e+14 6.11615e+13 6.50907e+13 6.10991e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 9.5000000000000018 65.593879100000024 104.01000000000001 7.5000000000000009 5.5000000000000009 6.0000000000000009 57.125462300000009 57.15297970000001 106.49500000000002 21.500000000000004 65.534455000000023 30.438492500000006 93.050000000000011 30.389265100000003 12.500000000000002 130.05000000000004 12.500000000000002 59.933037250000005 60.042359000000012 30.362494150000003 82.00500000000001 11.500000000000002 16.500000000000004 30.323041000000003 30.226173900000003 14.500000000000002 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 -3 -6 7 -7 9 -4 11 12 13 -11 15 16 22 -18 -13 -20 -19 -22 23 24 -12 26 27 28 -26 -25
right_child=1 2 8 -5 5 6 -8 -9 -10 10 14 18 -14 -15 -16 -17 17 20 19 -21 21 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=46.734649374920352 56.884011587046587 -4114.0727162401663 -210.4977497877928 8.872125900510758 -18053.266960748548 -1030.9069995777027 -59584.720061990491 135965.90850929054 -1581.3347991014011 7724.6210346029147 113529.17531550481 -20421.111614860376 167771.61339285714 72953.624705255686 -4734.4508049636743 -1559.010128634515 -46536.636389283463 23446.527241275187 148898.80418750001 1717.2159052309785 118063.78319892884 4352.0205649771342 -11980.873383210479 7478.8157951852181 -36004.685561882783 14805.189949192261 87102.381193426729 -59525.328961038671 57171.52107439471 40763.638990529027
leaf_weight=2547999 1262436 21537 109679 21420 2610 37 23 37 88054 653 65 470 56 495 6440 5220 99 304 50 92 256 123 903 890 231 1364 145 555 111 1450
leaf_count=2547999 1262436 21537 109679 21420 2610 37 23 37 88054 653 65 470 56 495 6440 5220 99 304 50 92 256 123 903 890 231 1364 145 555 111 1450
internal_value=0 -78.0439 -724.809 -2888.74 -5448.84 -16068.3 37341.7 67467.5 -270.92 619.064 5174.71 26738.1 41986.2 35850.4 3017.9 7279.18 14381.3 42557.9 -3259.8 53541.7 55472 81160 10525.1 14749.4 2102.76 -907.513 -21475.8 -39027.4 -5763.29 28104
internal_weight=0 1.5258e+06 263369 45664 24244 2707 97 74 217705 129651 19972 1816 1204 1148 18156 11716 6496 782 612 142 683 379 5714 4811 2471 2406 1042 897 342 2340
internal_count=4073804 1525805 263369 45664 24244 2707 97 74 217705 129651 19972 1816 1204 1148 18156 11716 6496 782 612 142 683 379 5714 4811 2471 2406 1042 897 342 2340
is_linear=0
shrinkage=0.1


Tree=2070
num_leaves=31
num_cat=0
split_feature=6 6 4 4 4 2 0 0 1 0 7 0 1 4 1 4 4 0 0 6 1 4 1 0 4 7 1 1 5 0
split_gain=1.35929e+12 8.36843e+12 1.87667e+13 2.04291e+13 1.9625e+13 3.30987e+13 2.75423e+13 2.32692e+13 2.06458e+13 2.09319e+13 4.62987e+13 4.29165e+13 7.63361e+13 7.01355e+13 3.18419e+13 4.86263e+13 2.60122e+13 4.65874e+13 4.1126e+13 2.05993e+13 1.86851e+13 2.41071e+13 3.27559e+13 1.83945e+13 1.82141e+13 1.80722e+13 1.74444e+13 3.12405e+13 2.77781e+13 2.35479e+13
threshold=34.010000000000012 36.005000000000003 12.500000000000002 32.500000000000007 11.500000000000002 75.000000000000014 43.687280500000007 59.848366150000011 37.374856000000008 55.775215600000003 6.0000000000000009 55.753967500000009 37.563506350000004 3.5000000000000004 37.586700500000006 7.5000000000000009 5.5000000000000009 55.743464250000009 55.660117850000006 35.010000000000012 37.631035900000008 5.5000000000000009 37.682335600000009 55.728148450000006 8.5000000000000018 6.0000000000000009 37.957884500000006 37.843405600000004 1.5000000000000002 55.050541250000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 -2 11 20 16 -13 -14 -15 -16 17 18 -10 25 -11 22 -22 -20 -23 -17 27 -4 -29 -28
right_child=1 -3 3 -5 6 -7 7 -9 9 10 -12 12 13 14 15 19 -18 -19 23 -21 21 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=146.04354463594467 -16489.508946770187 13.222082238969572 1381.3982879081868 -21739.082257080081 31028.677522293248 -1412.4202915813134 -4173.433803123502 -16773.471960012419 -65170.84908120599 8875.8787476337911 114794.86015625001 213235.37237723215 216216.720703125 92517.894404933773 -80813.36935096154 119211.50546875001 18758.305504626431 -149674.94541015624 6872.5677426938655 -23068.538095703127 -162938.8697734375 73309.812229567309 -28807.203031716421 88571.284752428212 -14354.54530748965 12092.828850446429 1394.5485619003664 15015.934560293746 -26144.69113141741 -3692.9598224525457
leaf_weight=551093 273 3339806 33899 409 198 96741 7411 1827 71 487 34 28 20 46 52 36 1127 24 108 35 25 26 67 37 268 28 20491 2599 175 16363
leaf_count=551093 273 3339806 33899 409 198 96741 7411 1827 71 487 34 28 20 46 52 36 1127 24 108 35 25 26 67 37 268 28 20491 2599 175 16363
internal_value=0 -22.8471 -681.462 548.253 -1515.83 -1102.63 -5874.39 -6665.34 9631.57 12462.5 309.88 19300.2 57841.9 37791.1 19676.9 -2513.12 12392.6 -17499.8 -2813.68 38614.3 -4148.87 -20581.7 -65256 27719.8 -6601.92 72347.1 672.228 2216.32 12419.3 -864.281
internal_weight=0 3.52271e+06 182905 73936 108969 99533 9436 9238 2792 2519 907 1612 245 217 197 151 1367 240 216 99 873 386 92 145 294 64 73527 36673 2774 36854
internal_count=4073804 3522711 182905 73936 108969 99533 9436 9238 2792 2519 907 1612 245 217 197 151 1367 240 216 99 873 386 92 145 294 64 73527 36673 2774 36854
is_linear=0
shrinkage=0.1


Tree=2071
num_leaves=31
num_cat=0
split_feature=3 1 6 4 7 5 1 6 6 1 3 0 3 1 3 2 6 6 1 4 1 4 3 3 1 5 0 1 0 7
split_gain=1.33223e+12 8.22964e+12 1.16871e+13 2.65555e+13 9.72931e+12 7.07571e+12 9.11936e+12 8.20504e+12 5.4998e+12 9.79589e+12 7.23193e+12 3.84474e+12 1.94363e+12 3.96088e+12 1.70216e+12 1.3856e+12 1.12085e+13 3.47658e+13 3.30804e+13 6.85385e+13 5.35102e+13 6.42401e+13 5.45331e+13 4.38291e+13 4.72429e+13 4.10111e+13 3.91058e+13 1.07077e+14 9.14001e+13 2.86741e+14
threshold=33.500000000000007 37.740454950000007 73.41500000000002 35.500000000000007 6.0000000000000009 2.5000000000000004 49.176406850000006 68.00500000000001 52.330000000000005 37.503969450000007 35.500000000000007 55.834019500000004 37.500000000000007 37.768783500000005 34.500000000000007 36.000000000000007 51.405000000000008 54.710000000000008 37.374856000000008 29.500000000000004 37.343102500000008 3.5000000000000004 3.5000000000000004 20.500000000000004 37.331232350000008 2.5000000000000004 55.554045200000012 37.401708450000008 55.568628050000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 7 -7 12 9 11 -10 -5 13 -3 -15 16 -1 -18 19 20 23 25 -23 -19 -25 -22 27 -20 29 -28
right_child=1 5 4 8 -6 6 -8 -9 10 -11 -12 -13 -14 14 -16 -17 17 18 26 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-842.13978421075353 128333.04993749999 -46827.016451322117 -54962.518188476562 -406.53727213541669 33947.897911376953 -20422.788906250003 49889.567217548079 -64331.766918227251 7073.3956357758625 48487.381937500002 82160.578286345117 -57009.975215657556 18750.265909090911 -13126.128175307764 23845.3149609375 15.576760895514163 4198.2839724612295 -2410.9467301628852 53429.368336973566 -181738.57246093752 155368.57814592632 -47822.188840487477 -12287.292127994777 -17736.330318509616 65796.845005436538 -12327.287437500001 59204.832664254252 -9875.7032221986319 137.63166823529022 276.49875036305514
leaf_weight=142887 25 26 32 24 20 35 39 34 29 25 23 24 22 33 20 3783262 20719 8036 279 22 35 534 2258 104 194 25 1095 6312 104273 3358
leaf_count=142887 25 26 32 24 20 35 39 34 29 25 23 24 22 33 20 3783262 20719 8036 279 22 35 534 2258 104 194 25 1095 6312 104273 3358
internal_value=0 5693.08 20086.6 34248.9 -20766.2 -8218.36 16633.7 -21841 15432.1 -2271.39 40285 -28708.3 -7537.15 -14857.7 825.36 -0.574426 -211.183 401.103 -220.701 -5407.27 -5060.47 -16883.6 -19083.7 -1014.44 36644.3 85495.3 283.396 -7195.97 736.797 14767.1
internal_weight=0 411 202 150 52 209 74 135 125 73 52 48 101 79 53 4.07339e+06 290131 147244 126525 11208 11186 2852 2792 8334 298 60 115317 6591 108726 4453
internal_count=4073804 411 202 150 52 209 74 135 125 73 52 48 101 79 53 4073393 290131 147244 126525 11208 11186 2852 2792 8334 298 60 115317 6591 108726 4453
is_linear=0
shrinkage=0.1


Tree=2072
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 0 0 4 0 0 0 6 4 4 4 5 0 2 4 4 6 5 0 4 4 0 5 4 4 0
split_gain=1.40923e+12 7.77852e+12 2.08477e+13 2.18945e+13 2.75132e+13 3.78288e+13 9.36829e+13 7.86151e+13 3.78067e+13 2.18994e+13 2.82766e+13 2.08428e+13 3.01624e+13 2.88584e+13 2.25834e+13 2.39995e+13 2.15168e+13 4.00981e+13 4.41081e+13 2.85003e+13 4.90986e+13 4.06636e+13 3.90601e+13 3.5863e+13 3.33448e+13 5.82823e+13 2.71534e+13 3.80269e+13 7.17524e+13 1.26652e+14
threshold=41.505000000000003 46.010000000000012 38.166910000000009 38.893394150000006 5.5000000000000009 56.288960650000007 56.342669500000007 18.500000000000004 56.309668500000008 55.595177750000005 55.82518790000001 44.010000000000012 32.500000000000007 38.500000000000007 30.500000000000004 1.5000000000000002 55.840017500000009 75.000000000000014 6.5000000000000009 23.500000000000004 43.205000000000005 1.5000000000000002 55.737027400000009 26.500000000000004 25.500000000000004 55.775215600000003 1.5000000000000002 14.500000000000002 15.500000000000002 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 -6 -11 16 14 -14 -13 -16 19 18 -18 26 23 -22 -23 24 -21 -26 -2 -28 29 -29
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 12 13 -15 15 -17 17 -19 -20 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=85.670351863559063 -2061.143619866687 41.331432090382137 -7109.9611475823976 -615.17537148469046 5151.1795079298872 214340.07422250602 -1034.6201286824544 -18724.520584753787 64696.426554687496 -25982.966312069097 4213.7836684838157 1990.7930089560837 53241.551918715326 -26038.814277674788 -79932.969427849268 17684.635419921873 24997.522008358537 -1135.6874858128785 -16670.124710734501 6444.7190170524154 21088.144694343107 40624.154202368954 171582.34689670141 -11663.244313246752 127356.92475433351 5617.1720143037683 2114.7721883906729 42586.715211245893 13418.775243955237 315045.4988636364
leaf_weight=1305005 22163 2237135 10949 372882 2398 52 240 33 25 634 607 60112 207 59 68 40 279 36725 2841 2844 954 62 36 1167 64 102 15167 76 856 22
leaf_count=1305005 22163 2237135 10949 372882 2398 52 240 33 25 634 607 60112 207 59 68 40 279 36725 2841 2844 954 62 36 1167 64 102 15167 76 856 22
internal_value=0 -40.3786 -384.198 -765.563 -4519.55 2590.62 33991.1 110411 165754 -429.488 -11213.1 644.007 2057.12 35656.8 1908.71 -43778.3 -381.375 -2060.32 -12944.1 1156.05 8080.96 27389.5 88731.2 3218 8987.57 52553 210.21 3332.85 22698.2 103751
internal_weight=0 2.7688e+06 531664 387820 14938 3989 350 110 77 3639 1241 143844 60486 266 60220 108 83358 39845 3120 43513 5229 1052 98 4177 3010 166 38284 16121 954 98
internal_count=4073804 2768799 531664 387820 14938 3989 350 110 77 3639 1241 143844 60486 266 60220 108 83358 39845 3120 43513 5229 1052 98 4177 3010 166 38284 16121 954 98
is_linear=0
shrinkage=0.1


Tree=2073
num_leaves=31
num_cat=0
split_feature=4 2 7 6 1 0 0 0 4 1 6 6 6 0 0 6 6 6 0 0 1 1 1 6 3 6 0 6 5 6
split_gain=1.37597e+12 1.30099e+13 2.36775e+13 3.21487e+13 2.44606e+13 7.07268e+13 3.23423e+13 4.39827e+13 5.53311e+13 4.24215e+13 2.86251e+13 4.51582e+13 3.20078e+13 2.34762e+13 2.09298e+13 4.86081e+13 2.26159e+13 2.20018e+13 2.52974e+13 2.22078e+13 4.18907e+13 2.12776e+13 5.2724e+13 6.45272e+13 3.99806e+13 3.18336e+13 2.98893e+13 5.49782e+13 2.39566e+13 6.6527e+13
threshold=5.5000000000000009 36.000000000000007 6.0000000000000009 76.605000000000004 37.600779750000008 55.633951400000008 55.743464250000009 55.801384500000005 4.5000000000000009 37.740454950000007 56.505000000000003 68.00500000000001 41.005000000000003 55.702806750000008 55.93962770000001 59.815000000000005 32.005000000000003 29.715000000000003 55.850146250000009 55.390026600000006 37.331232350000008 37.702956500000006 37.71815560000001 52.610000000000007 1.5000000000000002 83.820000000000007 55.753967500000009 75.605000000000004 1.5000000000000002 41.990000000000002
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 14 4 5 -4 -6 8 -8 -9 12 -12 -10 -5 17 16 -16 18 -1 20 -19 -21 23 -23 -25 26 -26 -28 29 -24
right_child=-2 -3 3 13 6 -7 7 9 10 -11 11 -13 -14 -15 15 -17 -18 19 -20 21 -22 22 28 24 25 -27 27 -29 -30 -31
leaf_value=9532.2766148638239 -36.340239033272603 140.0000741547619 -29208.407514953615 -24146.1753125 -113332.21626606603 -197989.8432291667 -77619.838576543902 57830.977524038462 46563.921228608633 -56320.976451087605 215363.85237559443 41048.210624186206 -88933.136789772732 117707.33046875001 -104945.72320800782 -186747.76417968751 17591.962235847848 1687.0114129002109 76909.84313151041 243.78714748392872 -78176.81546164774 -5952.481032392714 -10993.111445203183 -2755.2495880681818 -201389.7220880682 9029.6382133152183 -128221.51211768617 41355.433854166673 355.77684283758327 -132035.02124023438
leaf_weight=782 2928705 1123208 144 20 31 30 42 39 84 197 23 42 22 28 20 20 61 163 60 14439 110 288 1340 55 33 23 94 24 3630 47
leaf_count=782 2928705 1123208 144 20 31 30 42 39 84 197 23 42 22 28 20 20 61 163 60 14439 110 288 1340 55 33 23 94 24 3630 47
internal_value=0 92.9438 -2321.47 -20390 -26187.5 -58308.7 -14543.6 -7722.99 25221.6 -37456.9 50480.9 102729 18441.9 58601.7 -1722.86 -47136.2 -12664.3 -1505.35 14333.5 -2164.07 -30492.6 -1776.86 -7049.02 -37455.2 -77074.3 -100566 -117259 -93731.3 -3915.68 -15094.7
internal_weight=0 1.1451e+06 21891 702 654 174 480 449 213 236 171 65 106 48 21189 101 81 21088 842 20246 273 19973 5534 517 229 174 151 118 5017 1387
internal_count=4073804 1145099 21891 702 654 174 480 449 213 236 171 65 106 48 21189 101 81 21088 842 20246 273 19973 5534 517 229 174 151 118 5017 1387
is_linear=0
shrinkage=0.1


Tree=2074
num_leaves=31
num_cat=0
split_feature=6 3 6 4 1 2 6 1 0 2 6 0 0 4 0 3 2 7 1 5 3 1 1 4 1 5 4 1 1 1
split_gain=1.35193e+12 8.69167e+12 8.44175e+12 1.28683e+13 2.14062e+13 1.49805e+13 2.60646e+13 1.98265e+13 1.41753e+13 1.17368e+13 1.25055e+13 1.03258e+13 1.01354e+13 5.86339e+13 8.85732e+13 3.88316e+13 9.70745e+12 8.862e+12 8.63269e+12 7.8959e+12 1.50317e+13 3.73667e+13 2.60741e+13 7.41175e+12 1.57269e+13 1.02319e+13 8.90983e+12 7.43445e+12 8.68785e+12 7.37776e+12
threshold=31.005000000000006 1.5000000000000002 30.985000000000003 10.500000000000002 30.624707450000006 3999.0000000000005 30.425000000000001 82.966990000000024 57.100506200000005 4214.5000000000009 26.495000000000001 59.699368850000006 43.687280500000007 11.500000000000002 43.6005307 7.5000000000000009 3930.5000000000005 6.0000000000000009 30.472130500000002 1.5000000000000002 4.5000000000000009 30.323041000000003 30.315889700000003 6.5000000000000009 65.64204770000002 1.5000000000000002 4.5000000000000009 55.957851400000003 56.240615550000008 83.007653300000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 9 -8 29 -7 -11 -3 13 17 15 -15 -5 -4 19 -13 22 -22 -21 25 -25 27 -27 -10 -29 -6
right_child=-2 2 12 5 8 6 7 -9 23 10 -12 18 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1396.9727698686675 15.614280299900949 -3775.4573591374337 3168.940046644841 -542.12647839965109 1271.3347973699308 -50471.551937866214 -5700.8856921756633 -39866.275022321432 -2243.8326689933215 699.28644794218201 -6236.6437186515868 6451.3532541871537 -1432.6757956161302 77951.075355113644 -23976.792539062502 256928.19394531252 6206.2584256872433 -44161.103301711315 20327.096381877069 67666.396028645846 -18276.377656249999 170583.8500177557 -57113.870450367656 -5932.3244703774499 10833.024367057438 7990.9302808505381 -22019.445497430064 17652.108210035392 1930.8547140705273 -1091.5950879317925
leaf_weight=50691 3794999 752 681 31183 102553 52 330 350 5331 5088 5315 3821 41837 22 40 27 2288 42 575 33 20 22 34 6641 611 134 378 382 4404 15168
leaf_count=50691 3794999 752 681 31183 102553 52 330 350 5331 5088 5315 3821 41837 22 40 27 2288 42 575 33 20 22 34 6641 611 134 378 382 4404 15168
internal_value=0 -212.536 50.6666 342.385 811.126 -1137.83 -4315.11 -23286 568.402 -3081.24 -2844.35 7072.09 -1217.91 9847.53 86437.2 176571 -80.8225 419.477 8882.83 7208.41 33747.1 80650.4 4345.07 -2055 -4519.8 -373.304 -14165.2 324.673 3185.66 966.878
internal_weight=0 278805 228114 185465 140859 44606 11135 680 135602 10455 10403 5257 42649 812 89 49 33471 723 4505 3930 109 42 67 17881 7252 10629 512 10117 4786 117721
internal_count=4073804 278805 228114 185465 140859 44606 11135 680 135602 10455 10403 5257 42649 812 89 49 33471 723 4505 3930 109 42 67 17881 7252 10629 512 10117 4786 117721
is_linear=0
shrinkage=0.1


Tree=2075
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 1 0 0 6 4 6 6 4 4 7 4 5 6 6 0 6 6 0 6 3 1 4 0 6 3
split_gain=1.36797e+12 3.90258e+12 1.56696e+13 1.99652e+13 1.666e+13 3.84309e+13 3.6637e+13 4.98562e+13 6.03266e+13 4.83955e+13 3.68454e+13 6.924e+13 4.24169e+13 3.55299e+13 6.09513e+13 6.39216e+13 5.00511e+13 3.52842e+13 3.48464e+13 3.37889e+13 3.14162e+13 6.91221e+13 2.93085e+13 2.97522e+13 2.77649e+13 2.74564e+13 2.62142e+13 3.51084e+13 3.66869e+13 2.61166e+13
threshold=83.658467900000019 83.000013850000016 53.175387700000009 4.5000000000000009 55.007293000000011 83.015546400000019 54.945424150000001 54.810424650000009 82.905000000000015 8.5000000000000018 54.710000000000008 38.010000000000012 10.500000000000002 9.5000000000000018 6.0000000000000009 11.500000000000002 2.5000000000000004 91.02500000000002 76.605000000000004 54.962581500000006 130.05000000000004 120.05000000000001 54.988402950000008 134.05000000000004 6.5000000000000009 83.050033500000012 9.5000000000000018 55.034466500000008 66.010000000000005 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 -1 3 -3 5 22 7 -7 13 -10 11 -8 19 -9 16 -16 18 26 -15 -12 21 -21 23 -4 -19 -18 27 28 -6 -11
right_child=-2 2 4 -5 17 6 10 8 9 29 12 -13 -14 14 15 -17 25 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=12.676638034636843 241.57420747761921 -2702.1926023883589 -4291.5420890434552 -58846.201134314906 15504.980247876678 -1176.7795699916769 1957.6875886271291 9690.6784626346107 1695.3513256835938 -48890.964873798075 -24594.43231330844 -15132.049942400368 -11060.771515315193 -5457.6342667467616 -81005.337545572926 25563.00590857914 37871.855064498544 -41621.689097534509 89890.403826121808 12727.727941594359 123747.79987500001 -135012.8653076172 9119.8099898748897 -86235.219604359503 -2303.2158336939688 -45656.247405164002 -938.01542092888121 2510.4050516982866 73705.661938476565 53625.088661318739
leaf_weight=3601077 221656 162 1205 104 811 18577 4179 6245 340 26 273 5479 1502 2230 60 909 43 377 39 3050 25 32 8260 46 343 464 189354 6249 125 562
leaf_count=3601077 221656 162 1205 104 811 18577 4179 6245 340 26 273 5479 1502 2230 60 909 43 377 39 3050 25 32 8260 46 343 464 189354 6249 125 562
internal_value=0 -13.9004 -395.091 -24653.2 -369.363 1194.95 -50.1097 1975.1 7338.02 31726.9 -4158.32 -7737.35 2922.02 5072.47 -2628.67 18964.3 -10166 -793.997 -3818.77 9135.67 12099.4 11193.8 6959.47 -7304.66 -22890.8 -38572 -713.048 5215.76 23277.5 49092.1
internal_weight=0 3.85215e+06 251071 266 250805 53546 44035 29495 10918 928 14540 9658 4882 9990 3745 969 2776 197259 2269 3380 3107 3082 9511 1251 720 507 196539 7185 936 588
internal_count=4073804 3852148 251071 266 250805 53546 44035 29495 10918 928 14540 9658 4882 9990 3745 969 2776 197259 2269 3380 3107 3082 9511 1251 720 507 196539 7185 936 588
is_linear=0
shrinkage=0.1


Tree=2076
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 6 6 6 6 0 7 1 4 6 4 1 1 4 1 6 4 0 0 6 1 6 6 6 6 4
split_gain=1.43579e+12 8.57228e+12 5.95544e+13 5.74058e+13 4.0165e+13 3.83763e+13 3.16987e+13 3.04315e+13 3.9913e+13 3.03714e+13 3.89625e+13 4.48674e+13 4.17442e+13 5.36964e+13 4.12739e+13 9.0109e+13 3.9621e+13 6.26494e+13 5.01e+13 4.84122e+13 4.37629e+13 5.29212e+13 3.93891e+13 3.84221e+13 5.33157e+13 6.7318e+13 4.07736e+13 3.39598e+13 3.29041e+13 3.77294e+13
threshold=9.5000000000000018 47.207933300000008 46.323575350000006 39.939672500000007 1.5000000000000002 43.405000000000008 108.05000000000001 138.05000000000004 128.05000000000004 47.267650700000011 6.0000000000000009 39.652459050000012 20.500000000000004 128.05000000000004 21.500000000000004 39.689978950000004 39.712886600000012 11.500000000000002 39.803839700000005 156.15000000000003 14.500000000000002 47.222459950000008 47.222459950000008 56.010000000000012 39.735861600000007 134.05000000000004 120.05000000000001 81.02500000000002 91.02500000000002 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 5 7 -4 -7 8 -2 10 11 28 13 -12 15 27 19 18 23 20 -13 -22 -16 -18 25 -25 -26 -14 -3 -30
right_child=1 9 3 -5 -6 6 -8 -9 -10 -11 12 16 14 -15 22 -17 17 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-63.73634176845939 6068.5494076320429 740.90598992983416 -2964.5687060368291 27615.751893496184 -411.04574836348638 -14663.577998837291 -86605.156646925418 -64463.650529905222 132576.84631250001 71.557593975258214 -8930.8491161838228 1741.0284746492941 84322.497672843936 144178.69843750002 11919.219585591592 8937.0212645706852 10212.957764111768 279.82543553555098 -5069.4347091084273 147954.06756365742 45529.003798261896 14713.352676257404 -3486.9272837771737 25107.046716206405 50960.669422200524 -102659.00983664773 156837.18412459936 221763.96013281253 -22862.911268499898 -164672.22625000001
leaf_weight=1892492 10193 10947 4631 434 270350 5040 62 61 25 1847047 5577 2032 64 23 2405 314 1110 9055 801 27 664 3468 5354 657 540 44 39 25 303 20
leaf_count=1892492 10193 10947 4631 434 270350 5040 62 61 25 1847047 5577 2032 64 23 2405 314 1110 9055 801 27 664 3468 5354 657 540 44 39 25 303 20
internal_value=0 55.2972 -450.161 -7968.69 -177.77 -9555.42 -15537.8 5957.67 6378.07 133.046 2745.76 4783.48 -1652.93 -8302.01 2909.05 34111.6 7821.94 4525.83 16574.6 14341.7 13756.5 19665.3 1288.4 23828.5 35635.7 17087.5 58092.2 122930 -187.241 -31643.7
internal_weight=0 2.18131e+06 290796 10167 280629 9733 5102 10279 10218 1.89052e+06 43469 29707 13762 5600 8162 403 18437 12246 3191 6191 6164 4132 7759 2390 1280 701 579 89 11270 323
internal_count=4073804 2181312 290796 10167 280629 9733 5102 10279 10218 1890516 43469 29707 13762 5600 8162 403 18437 12246 3191 6191 6164 4132 7759 2390 1280 701 579 89 11270 323
is_linear=0
shrinkage=0.1


Tree=2077
num_leaves=31
num_cat=0
split_feature=6 6 7 1 1 4 0 0 2 0 4 1 1 4 0 3 3 1 0 4 3 1 0 1 1 1 0 3 0 0
split_gain=1.41659e+12 1.11053e+13 1.30183e+13 1.73433e+13 3.66293e+13 1.45857e+13 1.32047e+13 1.43663e+13 1.16909e+13 1.10163e+13 1.27895e+13 1.07932e+13 1.56719e+13 1.01058e+13 9.17311e+12 2.69796e+13 1.7783e+13 1.59312e+13 1.32033e+13 8.96628e+12 9.62535e+12 8.37327e+12 7.69284e+12 7.45523e+12 1.10601e+13 8.99613e+12 1.499e+13 7.46434e+12 1.481e+13 1.09681e+13
threshold=42.005000000000003 42.205000000000005 6.0000000000000009 37.873748150000004 37.978059650000013 8.5000000000000018 55.759969450000007 59.825842200000004 3338.0000000000005 55.554045200000012 12.500000000000002 37.682335600000009 37.475446350000006 18.500000000000004 59.963561900000009 8.5000000000000018 5.5000000000000009 30.315889700000003 59.898927250000007 26.500000000000004 1.5000000000000002 65.534455000000023 55.462387050000011 30.330566300000005 30.362494150000003 30.084656550000002 59.864072000000007 9.5000000000000018 55.622114900000007 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 21 9 8 19 11 -11 12 22 -7 15 16 -9 -16 -17 20 -8 -6 -4 25 -25 26 -2 -26 -29 -30
right_child=1 -3 3 4 5 13 7 14 -10 10 -12 -13 -14 -15 17 18 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=81.617097597656638 -25489.804903738841 -29.665606515231698 -8536.3471454326918 58901.670614977396 -12796.114295646716 -5256.6818939479053 56395.078421874998 -32704.20536197711 74899.767782738098 -87189.568129006424 -27858.094335707618 -41501.955715680808 25703.421359805612 11527.997349357187 -49026.29742838542 -27519.179895019533 52094.082538519964 18260.85520575495 -110260.56057716653 38933.473883526145 -6986.6891522725418 -49870.286804448348 -74328.365856481483 49406.083627717395 1951.3707559717573 -18303.900538123984 79956.565324519237 -16487.298301528976 30572.608742042823 -2940.9536970360086
leaf_weight=1397217 28 2665829 52 95 161 1695 25 79 21 39 531 70 127 455 54 30 36 101 54 52 576 98 27 46 4725 385 26 682 135 353
leaf_count=1397217 28 2665829 52 95 161 1695 25 79 21 39 531 70 127 455 54 30 36 101 54 52 576 98 27 46 4725 385 26 682 135 353
internal_value=0 -42.6053 -3249.06 -7448.43 -2003.45 -4405.27 -14723.9 -7108.93 1458.43 -23977.1 -31917.6 -7578.11 3949.41 -1704.58 -23420.8 -37627.6 -6158.65 -5181.12 -80710.1 -903.393 -4350.18 -26824.2 -31022.2 -367.419 561.81 -12942.7 25280.7 180.667 -6970.25 6330.22
internal_weight=0 2.67659e+06 10758 4378 2504 2409 1874 1028 674 846 570 276 206 2150 354 199 115 155 84 653 601 259 79 6380 5941 439 54 5895 1170 488
internal_count=4073804 2676587 10758 4378 2504 2409 1874 1028 674 846 570 276 206 2150 354 199 115 155 84 653 601 259 79 6380 5941 439 54 5895 1170 488
is_linear=0
shrinkage=0.1


Tree=2078
num_leaves=31
num_cat=0
split_feature=1 1 0 4 2 0 0 6 2 4 0 0 0 6 6 5 4 4 5 7 6 5 4 4 0 0 3 1 3 1
split_gain=1.37909e+12 1.85211e+13 4.82192e+13 1.57997e+14 1.4938e+14 3.83497e+14 1.07896e+14 1.07294e+14 9.83388e+13 1.61138e+14 1.16158e+14 9.8009e+13 9.71326e+13 7.9394e+13 7.41074e+13 1.18003e+14 9.2646e+13 7.78368e+13 7.376e+13 7.15124e+13 6.83815e+13 8.86759e+13 6.77838e+13 1.72473e+14 1.49597e+14 6.63809e+13 6.19252e+13 6.16515e+13 7.54291e+13 5.92125e+13
threshold=37.343102500000008 37.401708450000008 55.60524465000001 12.500000000000002 75.000000000000014 55.702806750000008 55.866549750000011 49.010000000000012 75.000000000000014 31.500000000000004 55.806294650000005 55.876067900000002 55.633951400000008 130.05000000000004 86.920000000000016 3.5000000000000004 21.500000000000004 14.500000000000002 2.5000000000000004 6.0000000000000009 40.490000000000002 1.5000000000000002 6.5000000000000009 8.5000000000000018 55.883833400000007 55.850146250000009 5.5000000000000009 37.374856000000008 11.500000000000002 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 9 20 27 12 -4 22 16 17 19 -16 -18 25 -5 -22 -7 24 -24 26 -12 -10 -29 -28
right_child=1 -3 3 6 5 13 -8 -9 10 -11 14 -13 -14 -15 15 -17 18 -19 -20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-140.81468712886101 -3226.2258596483512 2.11123814597115 42445.159259794535 13619.435174542006 74378.99853515625 7959.1411906450003 -13768.532424445961 254854.78211681551 10994.290894227935 -273164.20411931816 4533.8178216855395 67539.961374444174 -8329.0236373505886 -124622.12709960938 -168456.24919642857 85706.247445913468 6649.1435655967643 -15130.266173659256 53486.731411554785 79883.708316642093 -46925.584167503373 -3725.8670485519829 83241.987767042316 29100.051442278604 293966.37903645838 -4397.5181708955906 55544.258844901844 -69057.407142164229 -4335.7999312464972 174584.18429687503
leaf_weight=594077 10107 3448569 473 1975 48 542 3852 105 689 22 242 253 1852 32 35 117 1980 613 405 441 533 4379 113 581 48 343 585 302 446 45
leaf_count=594077 10107 3448569 473 1975 48 542 3852 105 689 22 242 253 1852 32 35 117 1980 613 405 441 533 4379 113 581 48 343 585 302 446 45
internal_value=0 24.0406 2451.18 5177.02 22935.2 48386.5 950.536 198235 5261.5 -2958.19 14358.1 8432.44 2000.52 30964.9 21816.8 -6723.13 27219.7 -23411.8 14602.7 45390.8 -2095.04 -8413.46 34842.5 54479.6 146067 32871.2 47530.8 -10587.4 -30466.7 64047.1
internal_weight=0 3.47973e+06 31158 21051 4047 1469 17004 153 13152 6909 6243 2578 2325 1316 4806 765 4041 648 2385 1656 6887 4912 1284 742 161 1215 872 1437 748 630
internal_count=4073804 3479727 31158 21051 4047 1469 17004 153 13152 6909 6243 2578 2325 1316 4806 765 4041 648 2385 1656 6887 4912 1284 742 161 1215 872 1437 748 630
is_linear=0
shrinkage=0.1


Tree=2079
num_leaves=31
num_cat=0
split_feature=4 0 1 1 4 6 6 6 4 6 4 6 3 3 4 3 1 6 1 4 4 1 6 6 3 4 4 3 1 7
split_gain=1.30389e+12 1.1398e+13 3.51347e+13 1.58451e+14 7.45319e+13 7.30419e+13 6.00525e+13 5.99407e+13 9.08172e+13 6.70801e+13 1.43258e+14 7.0208e+13 5.76515e+13 2.59731e+14 9.9374e+13 1.02464e+14 5.0488e+13 1.40969e+14 4.84809e+13 6.00691e+13 9.76285e+13 9.59612e+13 1.34492e+14 6.03223e+13 6.47897e+13 4.51128e+13 4.31004e+13 5.46541e+13 4.30766e+13 4.22678e+13
threshold=10.500000000000002 43.6005307 39.763755750000009 39.777866350000004 14.500000000000002 97.020000000000024 41.990000000000002 60.005000000000003 11.500000000000002 62.995000000000012 13.500000000000002 64.405000000000015 8.5000000000000018 7.5000000000000009 15.500000000000002 10.500000000000002 39.723160900000003 105.00500000000001 39.735861600000007 14.500000000000002 17.500000000000004 39.749243900000003 40.905000000000008 44.820000000000007 4.5000000000000009 18.500000000000004 18.500000000000004 5.5000000000000009 39.723160900000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 -6 18 28 10 -10 -11 13 16 15 -14 17 -7 -2 23 21 22 -21 24 -20 -18 27 -12 -9 -4
right_child=1 -3 3 -5 6 12 -8 8 9 11 26 -13 14 -15 -16 -17 25 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.779448279856332 -3038.6385202265906 -100.87221814700806 -11053.065535201151 2227.0629139189059 -23939.823712158206 -121869.0236607143 -101415.24107487711 77190.193125000005 -72144.652578124995 -38535.267208277925 53959.103192934781 27240.403051531375 262832.18078703707 -310538.09123263892 -22177.434851160186 -24394.808899456522 -135882.51461292614 169213.51526772103 -41864.558390625003 58996.195617675781 15618.381967451936 -62292.677604166667 273286.42620804399 -41453.36237278294 103244.52194091797 -572.58957868303571 34728.993378906249 235689.87809851696 256932.88229166667 144095.32571022728
leaf_weight=2547999 1962 1510222 87 10271 160 28 267 30 40 188 23 1186 27 36 284 23 44 41 50 64 243 24 54 185 80 56 25 59 24 22
leaf_count=2547999 1962 1510222 87 10271 160 28 267 30 40 188 23 1186 27 36 284 23 44 41 50 64 243 24 54 185 80 56 25 59 24 22
internal_value=0 -73.1089 2617.56 -539.058 -53544.3 9760.27 -72384.6 14171.1 29634.1 25109.6 89314.3 18240.5 -24912.5 -66657.8 709.571 130708 -14706.9 51093.1 5022.21 27615.6 54112.9 119987 157061 -4769.96 47433.3 -60109 149673 184717 157076 20261.3
internal_weight=0 1.5258e+06 15583 10807 536 4776 427 4237 1575 1521 147 1374 539 205 334 50 169 69 2662 700 385 142 118 315 130 100 107 82 54 109
internal_count=4073804 1525805 15583 10807 536 4776 427 4237 1575 1521 147 1374 539 205 334 50 169 69 2662 700 385 142 118 315 130 100 107 82 54 109
is_linear=0
shrinkage=0.1


Tree=2080
num_leaves=31
num_cat=0
split_feature=4 2 0 6 4 4 6 1 0 1 6 4 6 3 6 6 5 3 0 4 4 1 7 3 4 1 4 6 6 0
split_gain=1.41807e+12 8.23203e+12 8.17832e+12 2.21554e+13 8.71585e+12 8.93328e+12 9.69802e+12 8.26434e+12 8.13663e+12 1.4611e+13 1.89232e+13 1.49639e+13 1.6049e+13 1.20603e+13 1.14285e+13 3.22633e+13 8.93879e+12 8.4086e+12 8.2829e+12 1.01069e+13 2.34257e+13 4.04655e+13 1.55544e+13 2.34066e+13 1.78279e+13 2.30875e+13 1.74385e+13 1.09334e+13 9.39482e+12 8.413e+12
threshold=9.5000000000000018 14624.000000000002 63.565651350000003 92.02500000000002 10.500000000000002 13.500000000000002 71.715000000000018 40.377616600000003 61.686687400000004 50.815483650000004 69.605000000000004 16.500000000000004 78.010000000000005 10.500000000000002 66.990000000000023 67.445000000000007 2.5000000000000004 14.500000000000002 60.753246850000004 12.500000000000002 13.500000000000002 65.64204770000002 6.0000000000000009 19.500000000000004 18.500000000000004 72.839788400000018 15.500000000000002 118.04500000000002 49.485000000000007 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 11 -11 14 -13 -12 -10 -16 -17 -18 29 27 21 -21 23 26 25 -24 28 -20 -22 -2
right_child=1 -3 3 -5 5 6 -8 -9 9 10 13 12 -14 -15 15 16 17 -19 19 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-63.341828860470002 63.62518732904573 -55161.558714916093 -31092.446829044122 81110.451962890627 -11136.743507948599 18239.470704323237 -15217.243228821835 20070.68045654297 -7032.6819193616175 -1094.3482249488968 50358.725618727192 3267.8626469364876 69386.220522103657 -13983.064914187871 -103435.13572095789 30570.256224300989 -16769.672697445534 -76265.241125 -416.62526505066836 18777.529265157584 -2490.2042277550827 140016.96302083333 -327.31127890309983 100200.928851053 -5099.1801639600735 53629.364779607604 -10915.479325154623 -59685.865100097661 27017.39941071541 -3091.1867389956765
leaf_weight=1892492 2164802 27 34 40 409 326 118 442 1866 558 137 351 41 37 46 38 477 25 1137 117 191 36 124 23 174 220 750 32 248 8486
leaf_count=1892492 2164802 27 34 40 409 326 118 442 1866 558 137 351 41 37 46 38 477 25 1137 117 191 36 124 23 174 220 750 32 248 8486
internal_value=0 54.955 55.6384 7782.34 5575.32 -474.203 9347.82 16416.2 50.786 -4715.36 7884.05 -7958.24 10183.3 36676.9 -10858.5 -23041.1 -16192.8 -19732.6 58.6174 5264.5 9798.67 47304.5 6481.68 282.754 20985.7 34179.9 -1650.06 -2039.05 14179.2 51.3066
internal_weight=0 2.18131e+06 2.18128e+06 1369 1329 853 444 476 2.17992e+06 3576 732 2844 392 174 2452 586 540 502 2.17634e+06 3052 1883 153 1730 1212 518 344 1189 1169 439 2.17329e+06
internal_count=4073804 2181312 2181285 1369 1329 853 444 476 2179916 3576 732 2844 392 174 2452 586 540 502 2176340 3052 1883 153 1730 1212 518 344 1189 1169 439 2173288
is_linear=0
shrinkage=0.1


Tree=2081
num_leaves=31
num_cat=0
split_feature=0 5 4 3 4 1 0 0 3 3 0 1 3 6 6 6 3 3 6 1 3 1 6 6 6 6 4 3 6 3
split_gain=1.39816e+12 2.09007e+13 2.64716e+13 5.05895e+13 2.69776e+13 6.93786e+13 6.4215e+13 6.22449e+13 1.11312e+14 7.21051e+13 5.44097e+13 5.09297e+13 4.18157e+13 4.98644e+13 3.52873e+13 3.46362e+13 3.44944e+13 3.42051e+13 3.20254e+13 3.08482e+13 3.07265e+13 3.65252e+13 3.96113e+13 5.831e+13 3.5055e+13 3.17799e+13 7.39199e+13 2.79565e+13 2.35978e+13 3.61799e+13
threshold=43.687280500000007 2.5000000000000004 16.500000000000004 1.5000000000000002 18.500000000000004 39.723160900000003 43.6005307 43.472751400000007 7.5000000000000009 5.5000000000000009 43.6005307 45.126607350000008 10.500000000000002 87.395000000000024 87.015000000000015 83.010000000000005 8.5000000000000018 4.5000000000000009 130.05000000000004 39.712886600000012 8.5000000000000018 39.735861600000007 106.49500000000002 97.020000000000024 105.00500000000001 100.05000000000001 21.500000000000004 10.500000000000002 54.710000000000008 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 -4 5 10 7 9 17 11 -5 -7 -10 -14 15 -6 -11 -9 -15 -12 21 22 23 -16 -23 26 -22 -27 29 -1
right_child=-2 2 3 4 14 6 -8 8 12 16 19 -13 13 18 20 -17 -18 -19 -20 -21 25 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2670.1275306537664 9.093582288050932 1362.6488148360386 174215.24875000003 -148723.72885890151 13760.888259447674 245899.0303199405 -96465.895254629635 84790.865913085945 259925.52053079047 -93846.396607730261 -45446.597912597659 42850.288046875008 -8.329971590909091 274566.34228050598 133796.68269675926 105425.53296568627 18391.351432955995 -86435.933984375006 111202.33392857143 112869.98597656252 -179481.9767857143 37727.262651209683 167478.27271634617 -58403.867557565791 -113907.27531250002 -111073.70013020834 -10269.746175373135 3368.7435129432483 -3909.0428262219757 2835.4327263734835
leaf_weight=24596 3977958 24056 20 33 215 21 27 20 34 38 32 30 22 21 27 51 98 28 28 20 42 31 26 38 30 24 67 193 22788 23190
leaf_count=24596 3977958 24056 20 33 215 21 27 20 34 38 32 30 22 21 27 51 98 28 28 20 42 31 26 38 30 24 67 193 22788 23190
internal_value=0 -377.417 2090.3 16485.4 13847.8 33116.5 51971.3 63758.9 111062 25056.6 -48291.5 126459 168732 125062 2141.53 31335.7 -12969.2 -15091.4 181215 15444.4 -14104.6 23025.8 63160.4 21433.3 -36847.1 -31416.9 -75470.8 -9288.49 -1261.09 1.65798
internal_weight=0 95846 25272 1216 1196 452 367 340 153 187 85 51 105 71 744 266 136 48 49 52 478 152 91 65 61 326 109 217 70574 47786
internal_count=4073804 95846 25272 1216 1196 452 367 340 153 187 85 51 105 71 744 266 136 48 49 52 478 152 91 65 61 326 109 217 70574 47786
is_linear=0
shrinkage=0.1


Tree=2082
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 6 7 0 4 2 4 4 1 3 6 6 6 3 6 1 5 5 4 6 4 4 1 4 6 4
split_gain=1.33768e+12 1.41887e+13 3.26874e+13 8.84005e+13 9.81124e+13 5.11014e+13 3.6995e+13 8.83167e+13 7.34988e+13 6.50654e+13 6.69161e+13 6.40589e+13 6.24562e+13 9.16596e+13 6.92005e+13 6.67475e+13 8.64915e+13 6.39992e+13 7.75527e+13 6.20794e+13 5.81731e+13 5.47025e+13 7.82563e+13 1.04798e+14 5.2675e+13 5.23186e+13 7.43495e+13 5.20408e+13 5.11126e+13 8.51868e+13
threshold=56.115175650000005 55.876067900000002 37.729575300000008 55.910578700000009 53.252814850000007 63.005000000000003 6.0000000000000009 55.988910100000005 10.500000000000002 75.000000000000014 11.500000000000002 3.5000000000000004 37.543519500000009 11.500000000000002 90.045000000000016 104.01000000000001 88.825000000000003 2.5000000000000004 66.50500000000001 37.442254400000003 3.5000000000000004 2.5000000000000004 32.500000000000007 67.00500000000001 30.500000000000004 15.500000000000002 37.71815560000001 23.500000000000004 59.025000000000013 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 6 4 5 -4 19 8 -8 12 -11 -9 17 15 -15 16 -14 -10 24 28 -16 22 -20 -24 27 -21 -27 -19 -3 -30
right_child=-2 2 3 -5 -6 -7 7 11 9 10 -12 -13 13 14 20 -17 -18 18 21 25 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=23.644051266172859 95.134005047235888 2304.4528270438973 -5141.979747755473 -892.85731890257762 -69393.278337803175 -20888.213614196364 -17817.044475113948 76443.377152122644 42159.911260146109 186232.71441592264 7493.4316262528246 -36397.151285803186 -25096.133999501373 -6404.394167619962 55876.799509602366 65952.473000686237 -103609.19321321399 7019.4188089509062 -77832.681406866439 10588.509137746423 -57158.931004938087 -7118.7018662718128 -62123.595161576712 103859.63488222948 -6383.1220905566679 -1277.4782271062422 30789.864307747863 37908.845742329599 -14240.537571929937 14138.75290677968
leaf_weight=2790408 1084541 12331 10390 120673 268 2571 2295 53 385 21 8069 991 1982 2249 323 74 151 1958 301 12546 53 1139 88 67 1815 9898 780 756 5307 1321
leaf_count=2790408 1084541 12331 10390 120673 268 2571 2295 53 385 21 8069 991 1982 2249 323 74 151 1958 301 12546 53 1139 88 67 1815 9898 780 756 5307 1321
internal_value=0 -34.5158 -850.636 -1743.59 -9503.83 -8265.47 990.203 -2258.12 -892.906 1106.01 7957.4 -30668.7 -3781.37 -12394.4 234.4 -27415.1 -30654.3 2612.57 126.326 2743.62 39943.6 -18836.4 -48105.1 9623.99 6804.54 6209.74 1064.96 15623.8 -1502.24 -8584.38
internal_weight=0 2.98926e+06 198855 133902 13229 12961 64953 22770 21726 19431 8090 1044 11341 4832 2625 2207 2133 6509 6124 42183 376 1595 456 155 4529 23224 10678 2714 18959 6628
internal_count=4073804 2989263 198855 133902 13229 12961 64953 22770 21726 19431 8090 1044 11341 4832 2625 2207 2133 6509 6124 42183 376 1595 456 155 4529 23224 10678 2714 18959 6628
is_linear=0
shrinkage=0.1


Tree=2083
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 0 6 1 0 0 1 6 1 1 6 4 4 4 4 1 0 7 6 3 6 6 5 6 6
split_gain=1.33721e+12 3.83873e+12 1.83547e+13 3.21485e+13 5.1839e+13 7.14484e+13 5.52026e+13 3.43371e+13 2.13439e+13 1.94403e+13 7.01975e+13 5.88969e+13 5.94273e+13 4.40818e+13 3.36959e+13 2.79608e+13 2.52429e+13 2.60943e+13 3.6754e+13 2.46646e+13 3.74358e+13 2.63025e+13 3.28715e+13 2.42689e+13 3.12311e+13 2.76272e+13 2.61954e+13 2.41469e+13 3.4175e+13 3.14466e+13
threshold=83.658467900000019 92.90968070000001 56.385857200000011 56.041614100000011 92.865667950000017 114.05000000000001 56.067362750000008 74.015000000000015 92.791023150000015 55.988910100000005 56.006509350000009 92.791023150000015 108.05000000000001 91.443676550000006 92.865667950000017 46.010000000000012 17.500000000000004 15.500000000000002 6.5000000000000009 6.5000000000000009 92.865667950000017 56.020150250000007 6.0000000000000009 149.05000000000004 8.5000000000000018 90.045000000000016 87.015000000000015 2.5000000000000004 81.705000000000013 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 9 6 -6 7 -5 -8 14 11 12 16 -12 -2 -13 17 18 -11 21 23 22 -15 25 -25 26 -21 28 -17 -30
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 13 15 -14 19 -16 27 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-13.743196446245316 542.00130727414023 -259.09026507522577 7756.919604579678 -18550.450080237395 816.86779535287405 100395.5282400471 -5257.5635781216115 -60577.96291700608 20537.177079108253 424.82708360903735 -46965.558418588793 1725.034570545648 192829.96240234375 27486.190877542867 -14243.258350289057 40833.755402631774 118316.47360641892 4141.0874726562497 70631.765997959548 -3993.1457887863726 8850.8295660331405 3646.3779884851983 -50123.429259832978 -149049.65111177886 9142.9431640625007 19928.77223899262 -59135.813838002883 5404.1419471041618 -118281.59155092594 30476.828081054689
leaf_weight=3852148 94399 91155 3475 2471 5562 73 2648 211 365 107 189 1538 26 924 1567 637 37 200 246 8807 3223 2555 58 26 24 487 87 502 27 30
leaf_count=3852148 94399 91155 3475 2471 5562 73 2648 211 365 107 189 1538 26 924 1567 637 37 200 246 8807 3223 2555 58 26 24 487 87 502 27 30
internal_value=0 238.842 586.648 390.494 -4693.18 2106.88 -11421.6 -21856.9 -2132.74 888.334 3747.16 16936.8 44870.7 1049.65 300.577 10642.9 38350.5 33000.2 49350.9 1610.14 -453.357 8992.53 22902.3 -3633.02 -73117.2 -3262.67 -4532.54 22110.9 34195.7 -39987.7
internal_weight=0 221656 130501 127026 11330 5635 5695 2682 3013 115696 19730 3350 616 16380 95966 2734 590 553 353 16191 12654 3537 982 9431 50 9381 8894 1196 694 57
internal_count=4073804 221656 130501 127026 11330 5635 5695 2682 3013 115696 19730 3350 616 16380 95966 2734 590 553 353 16191 12654 3537 982 9431 50 9381 8894 1196 694 57
is_linear=0
shrinkage=0.1


Tree=2084
num_leaves=31
num_cat=0
split_feature=4 4 3 6 2 0 0 1 6 3 0 2 6 1 3 2 1 1 0 6 0 2 6 6 1 0 7 0 7 6
split_gain=1.33855e+12 9.42851e+12 2.6743e+13 2.15794e+13 2.88196e+13 2.7987e+13 5.25099e+13 5.11925e+13 9.86055e+13 6.68676e+13 4.0725e+13 2.59025e+13 3.87684e+13 6.08924e+13 4.04198e+13 8.29185e+13 3.62979e+13 5.31337e+13 5.37203e+13 3.50289e+13 6.04756e+13 3.67848e+13 3.36177e+13 4.09114e+13 6.46523e+13 3.7348e+13 4.75074e+13 5.83189e+13 3.13339e+13 2.81417e+13
threshold=3.5000000000000004 4.5000000000000009 3.5000000000000004 47.005000000000003 75.000000000000014 55.812023600000011 55.743464250000009 37.649344350000007 31.995000000000001 1.5000000000000002 55.622114900000007 4395.5000000000009 168.45000000000002 37.318079750000003 2.5000000000000004 2691.5000000000005 82.981285100000022 83.003420700000007 54.94110555000001 149.05000000000004 43.550475500000012 2599.0000000000005 114.05000000000001 96.050000000000011 33.882313700000005 54.762682300000009 6.0000000000000009 54.73499850000001 6.0000000000000009 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -10 -2 12 19 -14 -15 -16 22 18 28 -5 -21 -22 23 29 25 26 27 -25 -18 -13
right_child=1 -3 -4 11 -6 -7 7 -9 9 -11 -12 16 13 14 15 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=231.07473402964365 -4217.8292234830333 14.222733503623923 -3309.3741259505414 3431.410813588976 -1178.1745874465612 -73639.123978207237 253049.98815104167 -46623.100245098045 170804.0625 -40047.116524174533 -78184.694203531311 -4079.4192268254369 69625.040164062506 -6869.4314903846162 -255662.5225341797 -52461.32253556911 49023.630400565016 -175.90927804218919 -39521.447742954151 176574.1400862069 -68002.530706292237 40983.213223684215 -30509.040892585876 83970.871004464294 -629.24574058219184 -40645.009337797623 -36359.621352539063 254732.30602678575 6504.2974039389319 -29086.559952025345
leaf_weight=236154 163 3715317 33026 27936 46733 95 24 51 21 53 137 7953 50 117 24 123 560 3241 107 29 37 190 504 70 292 21 20 28 251 477
leaf_count=236154 163 3715317 33026 27936 46733 95 24 51 21 53 137 7953 50 117 24 123 560 3241 107 29 37 190 504 70 292 21 20 28 251 477
internal_value=0 -14.2194 -878.023 21.0981 -1444.56 -24328.5 -13895.3 34629.6 76914.2 19789 -37996 1669.73 3379.64 -31564.1 -50728.7 -85637 -1934.46 5839.6 27077.4 3768.84 40591.3 23219 -5386.92 -3958.01 26092.8 82228.3 104096 132760 35864.1 -5494.41
internal_weight=0 3.83765e+06 122333 89307 47277 544 449 149 98 74 300 42030 28506 314 264 147 13524 4159 918 28192 256 227 9365 8861 431 139 118 98 811 8430
internal_count=4073804 3837650 122333 89307 47277 544 449 149 98 74 300 42030 28506 314 264 147 13524 4159 918 28192 256 227 9365 8861 431 139 118 98 811 8430
is_linear=0
shrinkage=0.1


Tree=2085
num_leaves=31
num_cat=0
split_feature=6 3 1 5 5 0 4 1 2 5 5 2 2 0 0 1 2 2 5 5 3 4 4 3 5 5 1 3 4 3
split_gain=1.49796e+12 3.65333e+12 8.03054e+12 8.9961e+12 7.2306e+12 1.77789e+13 1.35123e+13 1.6401e+13 1.31572e+13 8.09701e+12 7.67877e+12 7.30619e+12 6.39434e+12 5.85514e+12 1.34396e+13 6.3254e+12 5.61009e+12 9.29207e+12 2.69039e+13 2.29116e+13 2.67692e+13 3.04748e+13 3.23121e+13 2.75419e+13 1.50341e+13 2.51475e+13 2.03747e+13 1.58016e+13 1.25323e+13 2.30325e+13
threshold=247.90000000000001 1.5000000000000002 47.800771000000005 4.5000000000000009 4.5000000000000009 47.139841100000005 2.5000000000000004 38.977585500000011 2632.5000000000005 2.5000000000000004 2.5000000000000004 2892.5000000000005 13505.500000000002 55.462387050000011 54.988402950000008 54.62357655000001 3129.5000000000005 2875.5000000000005 6.5000000000000009 4.5000000000000009 16.500000000000004 5.5000000000000009 9.5000000000000018 15.500000000000002 6.5000000000000009 3.5000000000000004 49.300375350000003 3.5000000000000004 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 4 13 6 -6 9 8 -8 -2 11 -9 16 14 -4 -15 17 18 19 28 21 -21 -23 -24 25 -19 27 -27 29 -3
right_child=1 12 3 -5 5 -7 7 10 -10 -11 -12 -13 -14 15 -16 -17 -18 24 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.6983180621275853 1802.3502796519888 7329.7461747332318 5111.363234576057 63512.697207754631 -109034.30078125 3095.9041535408269 -28140.943122944082 -65823.756622314453 56839.196607142861 71366.165364583343 -90099.716528320321 -571.71483847128377 37376.056044034092 62468.082414062497 -86410.208258928571 2742.7773229380127 -1431.123008827708 9653.7152860419701 107799.79856770833 4832.5969543457031 51013.33583669355 -201409.859375 11160.478717237904 -123245.99220052085 -57081.692336309527 181410.729609375 -3433.2164772727274 70549.985850694458 4085.0625665590087 136114.70078124999
leaf_weight=4070611 44 41 68 27 26 31 38 32 35 27 32 37 55 25 21 61 1393 172 24 56 31 20 31 30 21 20 22 36 716 21
leaf_count=4070611 44 41 68 27 26 31 38 32 35 27 32 37 55 25 21 61 1393 172 24 56 31 20 31 30 21 20 22 36 716 21
internal_value=0 2165.11 -5648.03 9786.2 -15971.6 -48051.2 -8508.16 -23509.7 12603 28256.2 -49610.9 -30833.5 3629.53 1496.97 -16483.6 20104.8 2924.87 7814.4 3240.69 588.023 -32902.2 -51890.3 -91106.2 -54941.1 24185.3 31011.7 78108.8 110143 7819.84 50950.5
internal_weight=0 3193 504 202 302 57 245 174 73 71 101 69 2689 175 89 86 2634 1241 970 946 168 137 81 61 271 250 78 56 778 62
internal_count=4073804 3193 504 202 302 57 245 174 73 71 101 69 2689 175 89 86 2634 1241 970 946 168 137 81 61 271 250 78 56 778 62
is_linear=0
shrinkage=0.1


Tree=2086
num_leaves=31
num_cat=0
split_feature=4 4 0 0 5 0 6 7 3 0 6 1 6 6 1 5 3 6 0 6 3 6 0 2 6 3 3 1 0 0
split_gain=1.37663e+12 1.09106e+13 3.49375e+13 9.13593e+13 6.87538e+13 6.36616e+13 6.53719e+13 5.79921e+13 5.21063e+13 3.96135e+13 6.52683e+13 5.41313e+13 3.68627e+13 5.14768e+13 5.10048e+13 4.85462e+13 6.92986e+13 3.51224e+13 4.26092e+13 5.56208e+13 3.42417e+13 3.34059e+13 3.2795e+13 4.45806e+13 3.9237e+13 3.12303e+13 2.6971e+13 2.69352e+13 1.42872e+14 8.54126e+13
threshold=5.5000000000000009 6.5000000000000009 59.882709350000006 59.933037250000005 2.5000000000000004 59.838047850000002 63.855000000000011 6.0000000000000009 3.5000000000000004 59.91832440000001 106.49500000000002 30.315889700000003 79.710000000000022 70.00500000000001 30.260128500000004 4.5000000000000009 5.5000000000000009 120.05000000000001 59.864072000000007 104.01000000000001 7.5000000000000009 46.010000000000012 45.177967300000006 10391.500000000002 39.810000000000009 3.5000000000000004 2.5000000000000004 38.958307950000012 45.109778000000006 45.082176650000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 21 -9 10 11 -6 13 25 -14 16 -16 18 -8 26 22 -4 24 -24 -2 -11 -20 28 29 -26
right_child=1 -3 3 -5 9 6 17 8 -10 12 -12 -13 14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=92.966249016311892 1785.6009914361466 -4.1520392438331823 -27597.762439653208 -718.23872073260145 -12985.493633205089 2179.2776117750982 100291.17951766305 -31614.788535817464 134710.13946572584 -62795.006745426836 53461.98684210526 -89947.828477198142 120875.12384159485 116013.01630284927 -17231.651759207591 42544.099344308037 -159365.54603658538 178608.62880434783 -24877.660399305558 -115214.62146875 -78365.431620065792 -71355.656983890571 994.97436959828838 85858.547895665339 -413.07892031628319 67898.77651515152 63258.41164679276 -7502.04610193384 48108.479851638287 -44596.738649033621
leaf_weight=1145099 10808 2849416 266 4536 199 461 115 48 31 41 76 169 29 68 210 98 41 23 45 25 57 507 39062 62 4156 33 152 16915 567 489
leaf_count=1145099 10808 2849416 266 4536 199 461 115 48 31 41 76 169 29 68 210 98 41 23 45 25 57 507 39062 62 4156 33 152 16915 567 489
internal_value=0 -36.349 -1193.41 -8306.5 -27260.5 -573.944 27115.2 -47957.5 33652 -8968.02 -30905.8 -48329.6 9763.49 53203.9 -6555.38 -17144.2 -40448.7 59047 50887 25294.7 -889.169 -56298 -827.884 1129.46 -3153.04 -4512.64 43125.8 -5565.33 720.059 -5064.49
internal_weight=0 2.9287e+06 79289 6352 1816 72937 821 852 79 964 444 368 520 142 378 349 251 360 337 222 72116 773 72059 39124 32935 74 197 22127 5212 4645
internal_count=4073804 2928705 79289 6352 1816 72937 821 852 79 964 444 368 520 142 378 349 251 360 337 222 72116 773 72059 39124 32935 74 197 22127 5212 4645
is_linear=0
shrinkage=0.1


Tree=2087
num_leaves=31
num_cat=0
split_feature=6 0 4 3 1 6 6 4 3 0 6 0 6 3 3 4 0 1 1 4 4 1 1 3 4 0 6 0 1 1
split_gain=1.37027e+12 8.25435e+12 2.58801e+13 1.1238e+13 1.30955e+13 1.16408e+13 1.37973e+13 1.91723e+13 1.11322e+13 9.68118e+12 1.66679e+13 3.99095e+13 5.47716e+13 4.83872e+13 5.06734e+13 4.20332e+13 2.73442e+13 6.48148e+13 7.00267e+13 8.59066e+13 7.59314e+13 9.82003e+13 9.98192e+13 8.61465e+13 7.32098e+13 1.04235e+14 6.41947e+13 4.79636e+13 6.38695e+13 6.23944e+13
threshold=88.00500000000001 63.565651350000003 9.5000000000000018 5.5000000000000009 53.67029225000001 125.02000000000002 101.02000000000002 6.5000000000000009 2.5000000000000004 59.933037250000005 130.05000000000004 60.002985000000002 138.05000000000004 2.5000000000000004 13.500000000000002 16.500000000000004 59.963561900000009 30.425503950000003 30.205407000000005 14.500000000000002 10.500000000000002 30.277905650000005 30.260128500000004 2.5000000000000004 9.5000000000000018 59.950512650000007 93.050000000000011 59.950512650000007 30.330566300000005 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -7 -2 16 12 -12 -14 15 -15 17 18 19 -11 21 22 24 26 -20 -26 -24 -23 29 -29
right_child=1 2 -4 4 -6 8 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 20 -21 -22 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=14.175623932354808 -408.69172703943286 -62947.533712158205 47522.631752748843 55532.144682459679 -39728.104369212961 -43591.607137784093 -94853.646779336734 15989.1405703125 55908.243910283636 113425.31298828125 -51001.327154087041 8738.2606145765876 44806.592699437111 -18134.224432143757 72853.601737607765 -126823.23023745889 289.99896375930558 -49948.477000868057 44531.124721145636 -61734.394435337621 29778.529509241536 26742.871133887544 150010.2848060345 -72404.788267641197 48645.218437056115 -206718.24667338713 -16190.834019952757 -2919.9446815420729 -56593.680248618795 90736.785783547792
leaf_weight=3844148 210486 80 54 31 27 22 49 50 23 32 363 965 161 559 58 38 11461 180 256 224 1841 1366 29 418 33 31 117 436 181 85
leaf_count=3844148 210486 80 54 31 27 22 49 50 23 32 363 965 161 559 58 38 11461 180 256 224 1841 1366 29 418 33 31 117 436 181 85
internal_value=0 -237.282 -15899.5 -28044.2 11186.9 -38202.2 -49632.3 -32587.3 7263.87 -214.334 1957.79 -6342.35 -18685.7 -4309.98 -16382.9 -25052.5 3024.02 9016.5 11118.6 -39839.4 13840.4 3900.61 -23995.7 -49307.1 20615.6 -75046.5 16821.7 15825.4 -5418.7 12359.9
internal_weight=0 229656 336 282 58 224 179 130 45 229320 18834 2144 1179 816 655 597 16690 5229 5049 256 4793 2952 884 564 320 64 146 2068 702 521
internal_count=4073804 229656 336 282 58 224 179 130 45 229320 18834 2144 1179 816 655 597 16690 5229 5049 256 4793 2952 884 564 320 64 146 2068 702 521
is_linear=0
shrinkage=0.1


Tree=2088
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 3 1 4 6 3 1 3 4 1 1 5 4 7 0 1 1 0 0 0 4 1 0 3 1 6
split_gain=1.32261e+12 1.0976e+13 2.1865e+13 6.90055e+13 7.11198e+13 4.28321e+13 3.66945e+13 5.47456e+13 3.52947e+13 3.6433e+13 7.47773e+13 1.60761e+14 4.11274e+13 3.94348e+13 7.89074e+13 6.5981e+13 6.66408e+13 1.20842e+14 4.3187e+13 3.57043e+13 5.82038e+13 6.86163e+13 3.56937e+13 5.33043e+13 6.7666e+13 8.05593e+13 7.38424e+13 5.97776e+13 5.0093e+13 4.72095e+13
threshold=10.500000000000002 74.015000000000015 86.030000000000015 38.97264950000001 6.0000000000000009 18.500000000000004 38.948208550000011 14.500000000000002 79.015000000000015 8.5000000000000018 38.927872750000006 7.5000000000000009 13.500000000000002 30.315889700000003 30.242318500000007 2.5000000000000004 11.500000000000002 6.0000000000000009 59.982409200000006 30.425503950000003 30.389265100000003 60.01610465000001 59.950512650000007 55.649510000000014 24.500000000000004 37.924401400000008 59.933037250000005 1.5000000000000002 37.924401400000008 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 10 12 -12 13 14 -10 -16 17 -17 -19 20 -11 -22 23 29 27 26 -26 -25 -29 -3
right_child=1 2 -4 4 -6 -7 7 -9 9 19 11 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=44.092663694129911 48.872148523030859 -4309.4430256008563 268.38664301695462 -7365.1141322873345 -33.569984768882208 9231.8020973994826 -41194.95360501406 14257.48870004385 -1609.9312301950822 6544.9966034963645 -18328.886226350714 -227825.32445977395 -2409.8744384030265 -8920.4109826398399 -156674.79891304349 205498.33257211538 -79448.454447625918 29461.755823863637 -134910.56118951613 -1383.658890630506 35707.44113953293 190207.64802389708 -6053.5910174940582 -20763.764752577485 -6139.7532891288647 72453.880057685325 -119897.15691675647 13169.944640185329 -6550.6726558746623 24065.623767691464
leaf_weight=2547999 1262436 8647 129098 36567 28134 1624 189 3069 339 3473 166 47 12284 2052 69 26 206 33 31 13591 186 34 4224 610 3528 129 58 12895 1431 629
leaf_count=2547999 1262436 8647 129098 36567 28134 1624 189 3069 339 3473 166 47 12284 2052 69 26 206 33 31 13591 186 34 4224 610 3528 129 58 12895 1431 629
internal_value=0 -73.632 -660.845 -1554.28 -3848.81 -6659.36 685.514 11040.6 163.98 -2157.96 -5720.04 -64555.8 -4886.79 -15926.9 -36349.1 -68613.6 -48085.9 23699.6 -50156.1 985.542 9704.69 59584.7 2513.8 3809.63 6890.68 -5186.68 -7979.67 9894.65 11200.1 -2385.35
internal_weight=0 1.5258e+06 263369 134271 66325 38191 67946 3258 64688 32537 15253 213 15040 2756 704 365 296 90 64 17284 3693 220 32151 27927 18651 3715 3586 14936 14326 9276
internal_count=4073804 1525805 263369 134271 66325 38191 67946 3258 64688 32537 15253 213 15040 2756 704 365 296 90 64 17284 3693 220 32151 27927 18651 3715 3586 14936 14326 9276
is_linear=0
shrinkage=0.1


Tree=2089
num_leaves=31
num_cat=0
split_feature=4 0 1 4 4 1 6 6 6 6 0 1 4 6 6 6 6 6 0 4 1 1 6 6 6 6 6 4 7 1
split_gain=1.37699e+12 1.07071e+13 2.09706e+13 3.52561e+13 8.78839e+13 6.47948e+13 3.95509e+13 4.8855e+13 4.85099e+13 3.60635e+13 3.14535e+13 2.52818e+13 6.92457e+13 2.51009e+13 2.28169e+13 2.10555e+13 2.07115e+13 4.33605e+13 1.87469e+13 4.52414e+13 6.18531e+13 4.50927e+13 4.37076e+13 6.79214e+13 4.71484e+13 3.89753e+13 6.67007e+13 3.28423e+13 4.74289e+13 5.45109e+13
threshold=25.500000000000004 55.749683450000006 37.425454150000007 30.500000000000004 31.500000000000004 37.290808600000013 56.205000000000005 62.375000000000007 49.895000000000003 55.805000000000007 55.737027400000009 37.442254400000003 27.500000000000004 35.010000000000012 37.005000000000003 56.205000000000005 81.02500000000002 76.605000000000004 55.768246800000007 28.500000000000004 37.702956500000006 37.682335600000009 68.00500000000001 78.605000000000004 65.410000000000011 71.030000000000015 59.815000000000005 33.500000000000007 6.0000000000000009 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 8 -8 -2 -7 -5 12 -4 -14 -15 -16 17 -11 19 20 21 -3 24 -24 27 26 -23 28 29 -21
right_child=1 18 11 4 5 9 7 -9 -10 16 -12 -13 13 14 15 -17 -18 -19 -20 22 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.6279438134293791 -11166.617251352165 35817.066944606813 -58917.588351844883 -12442.92669140625 142408.35972222223 -27269.047863686679 -101639.20682482216 -25559.480815084808 154255.83429687502 6233.8603567525643 78158.336768582973 -623.50025457623065 -66502.228242187513 129146.43849334717 15574.920358992211 67844.092392113103 60845.335461211624 -83008.309231770836 887.1511603527448 71933.343584449409 43563.87104831545 -11731.037015026463 71826.379004470742 -19636.19533547794 -88193.661160714284 27079.477544487851 -120443.49920742755 19135.951129262041 -33194.522197827675 -42991.920611213238
leaf_weight=4004864 156 274 83 50 27 884 123 269 20 588 164 25828 20 32 162 147 57 60 37312 105 683 310 173 153 77 162 69 328 556 68
leaf_count=4004864 156 274 83 50 27 884 123 269 20 588 164 25828 20 32 162 147 57 60 37312 105 683 310 173 153 77 162 69 328 556 68
internal_value=0 443.123 -1033.86 -9985.74 -3230.49 -11205.2 -31750 -49431.4 7631.39 -13815.4 56989.8 -216.773 23443 42379.1 48765.1 40440.8 3054.18 -2029.3 1494.65 9157.66 21366.9 2765.07 -3369.38 28900.7 -12646.3 -13974.8 -31523 -7142.87 -18966.5 26760.4
internal_weight=0 68940 28670 2398 1830 1616 568 392 176 1589 214 26272 444 361 341 309 705 648 40270 2958 1498 815 1460 326 1134 541 379 1057 729 173
internal_count=4073804 68940 28670 2398 1830 1616 568 392 176 1589 214 26272 444 361 341 309 705 648 40270 2958 1498 815 1460 326 1134 541 379 1057 729 173
is_linear=0
shrinkage=0.1


Tree=2090
num_leaves=31
num_cat=0
split_feature=6 5 3 4 6 2 0 4 4 3 0 0 0 3 0 0 3 3 0 1 1 1 0 1 4 1 0 4 2 3
split_gain=1.33523e+12 7.75879e+12 7.03208e+12 7.53116e+12 1.10351e+13 1.20237e+13 1.74429e+13 1.58003e+13 1.68353e+13 1.49288e+13 1.49063e+13 1.00366e+13 1.46206e+13 2.61185e+13 1.72633e+13 1.98067e+13 1.30233e+13 1.10326e+13 1.22041e+13 2.17351e+13 1.95018e+13 1.48659e+13 1.0016e+13 1.34386e+13 9.46945e+12 2.38769e+13 1.74145e+13 1.40595e+13 1.45204e+13 1.50087e+13
threshold=31.005000000000006 5.5000000000000009 1.5000000000000002 22.500000000000004 29.715000000000003 9613.5000000000018 55.102137100000007 10.500000000000002 14.500000000000002 7.5000000000000009 44.046956350000009 55.050541250000002 55.046782850000007 5.5000000000000009 55.029726000000004 54.992080650000005 6.5000000000000009 3.5000000000000004 55.02095400000001 82.966990000000024 82.971668900000012 82.860505900000007 55.012912000000007 82.963919600000011 5.5000000000000009 39.105193450000009 44.895258050000002 7.5000000000000009 75.000000000000014 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 10 7 11 9 -9 -6 12 14 -14 15 -7 -15 18 21 -20 -21 -17 23 -19 -12 26 -26 -28 29 -29
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 24 -13 13 16 -16 17 -18 22 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1272.1683766847173 15.517524126845652 -62493.763359375 912.69537110247393 -2226.5074590905715 7461.8184818824784 -891.96923731928348 -15832.072674116323 -36320.880117080778 -4146.4997719933335 27311.418811928354 370.44116422022807 4544.8581845212329 9415.1192051898306 -37049.082765471438 8557.5725473390776 -26482.286388121262 5179.8267127562103 4791.7546408376393 10843.562055864728 -68449.083182444854 1533.1788085937501 1732.4305286993558 12686.985342824461 -28128.694313098538 -13642.790430183086 -4316.1151288638466 -8546.9028305992488 11929.27678670563 5416.6397306783974 -10808.040278160634
leaf_weight=50687 3794999 20 104360 13890 2541 7372 1003 366 673 41 63578 2425 265 407 1450 376 89 248 73 170 52 371 256 248 702 16241 1024 387 8328 1162
leaf_count=50687 3794999 20 104360 13890 2541 7372 1003 366 673 41 63578 2425 265 407 1450 376 89 248 73 170 52 371 256 248 702 16241 1024 387 8328 1162
internal_value=0 -211.219 -206.751 30.0015 176.321 -523.263 -3067.8 -2207.53 -13855.8 -29910.7 -93.0945 -1296.05 -2541.04 -15930.3 -1581.24 -3185.13 -29471.7 -12608.3 -19270.3 -36491.7 -52056.8 -12469.4 -3377.25 -11668.5 -303.077 -1840.97 1623.56 2606.68 3763.03 -5127.38
internal_weight=0 278805 278785 228098 214208 109848 15885 14882 1080 407 93963 13802 11377 761 10616 9166 496 1794 1042 295 222 747 752 496 91422 27844 11603 10901 9877 1549
internal_count=4073804 278805 278785 228098 214208 109848 15885 14882 1080 407 93963 13802 11377 761 10616 9166 496 1794 1042 295 222 747 752 496 91422 27844 11603 10901 9877 1549
is_linear=0
shrinkage=0.1


Tree=2091
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 0 4 6 6 5 6 6 4 6 6 3 4 6 6 1 0 1 0 4 7 6 4 5 6 6
split_gain=1.33717e+12 1.01765e+14 7.58572e+13 1.704e+14 9.86552e+13 1.63019e+14 8.30355e+13 7.41214e+13 4.35026e+13 4.27318e+13 4.54778e+13 4.01693e+13 1.10812e+14 3.5308e+13 5.06634e+13 9.30074e+13 6.2726e+13 3.84442e+13 3.48848e+13 3.24868e+13 5.1092e+13 4.78875e+13 4.78931e+13 5.75988e+13 9.793e+13 4.46024e+13 4.25428e+13 4.22822e+13 8.33202e+13 8.57505e+13
threshold=39.843340650000009 39.873894000000007 57.60122925000001 8.5000000000000018 6.0000000000000009 57.634352600000007 6.5000000000000009 103.03500000000001 90.045000000000016 2.5000000000000004 68.515000000000015 60.910000000000004 15.500000000000002 69.605000000000004 104.01000000000001 4.5000000000000009 5.5000000000000009 99.050000000000011 59.245000000000012 39.735861600000007 58.603553700000006 39.723160900000003 43.6005307 4.5000000000000009 6.0000000000000009 84.810000000000016 3.5000000000000004 1.5000000000000002 38.605000000000011 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=19 2 -2 6 11 8 13 9 -6 10 18 -5 -13 -4 16 -16 17 -15 -8 21 -21 -1 23 24 25 26 -23 28 -25 -30
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-25.58001137546886 2379.0534801423141 -3.6277331374171435 10517.301533063901 17573.089793304553 116255.87214153938 5100.342995383523 -1786.4481312109376 107072.23805803571 224511.37486111114 -53131.6466846232 54453.958272058822 84507.693709842293 -33001.135116092293 34811.826242018957 43975.291610863096 -135497.11015625001 176488.57796052634 165173.45091145835 -41702.779707494905 -2384.6078379553319 19149.555300701326 -9125.1131272536059 2740.9280050790185 17892.680508631693 246845.96145833336 135119.3632267442 59927.55398582176 18604.908531047793 -127995.93954111736 -13294.156401535562
leaf_weight=1790077 8962 2174960 2455 851 212 154 625 49 45 277 102 321 107 394 84 44 38 24 337 75964 1118 169 13395 453 24 43 189 2032 96 203
leaf_count=1790077 8962 2174960 2455 851 212 154 625 49 45 277 102 321 107 394 84 44 38 24 337 75964 1118 169 13395 453 24 43 189 2032 96 203
internal_value=0 53.135 8239.37 16822.5 43837.4 86459.1 6514.25 -13731.6 135211 -18145.8 -9037.65 30141.2 55130.5 15774.5 37874.4 -17718.3 53479.4 42296.7 -15769.6 -61.7741 -2072.28 24.0039 5369.64 16342.4 50632 38888.5 27330.1 11107.8 -9150.19 -50121.5
internal_weight=0 2.19004e+06 15081 6119 1690 411 4429 1390 257 1341 1064 1279 428 3039 584 128 456 418 962 1.88376e+06 77082 1.80668e+06 16604 3209 425 401 358 2784 752 299
internal_count=4073804 2190041 15081 6119 1690 411 4429 1390 257 1341 1064 1279 428 3039 584 128 456 418 962 1883763 77082 1806681 16604 3209 425 401 358 2784 752 299
is_linear=0
shrinkage=0.1


Tree=2092
num_leaves=31
num_cat=0
split_feature=6 2 6 6 6 1 4 0 4 0 1 1 4 4 2 0 1 3 3 1 1 3 3 3 0 3 1 0 4 1
split_gain=1.47048e+12 8.22546e+12 2.11977e+13 2.94288e+13 2.31829e+13 4.53616e+13 7.7677e+13 7.75607e+13 3.17524e+13 8.54649e+13 6.02549e+13 4.84996e+13 3.82578e+13 6.75814e+13 3.07845e+13 2.61214e+13 2.68898e+13 3.23419e+13 7.25364e+13 3.93836e+13 6.03188e+13 2.6627e+13 2.55429e+13 2.70819e+13 4.06607e+13 2.25917e+13 2.19201e+13 6.76469e+13 5.61948e+13 6.60134e+13
threshold=88.00500000000001 3999.0000000000005 99.050000000000011 95.045000000000016 101.02000000000002 38.247071200000008 8.5000000000000018 54.707511300000007 23.500000000000004 55.034466500000008 82.93515810000001 60.590708550000009 17.500000000000004 13.500000000000002 5972.5000000000009 55.026775150000006 60.636764050000004 5.5000000000000009 4.5000000000000009 82.906746050000024 61.29689960000001 12.500000000000002 3.5000000000000004 11.500000000000002 55.050541250000002 27.500000000000004 82.895858600000011 54.992080650000005 6.5000000000000009 82.93515810000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 6 7 -4 12 10 -10 -11 13 -7 -14 -15 -17 18 -18 20 -19 -21 -16 -24 -25 -3 -5 -28 29 -29
right_child=1 2 4 26 -6 8 -8 -9 9 11 -12 -13 14 15 22 16 17 19 -20 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=14.684786331051995 -672.24457347283771 505.44678024333547 25517.051163400698 3605.2053784228951 115.40130973703829 -13734.099795008315 50060.451693609924 -96684.142854996564 37143.411378309465 85391.018717702245 230831.38001077587 -26329.650699630438 32493.256813401444 -1574.42810531124 24054.255022321431 4428.1090213901953 37414.402910580844 127303.13345905172 243894.65486111111 27164.502055431549 -39228.446674075072 178560.38273737981 -101718.20141697304 -67081.747686657938 23260.004613226236 55124.065527343751 -50.366009528741827 158319.66598731885 22180.275194365764 31674.239353553923
leaf_weight=3844148 152319 21298 121 5204 41520 3926 343 91 36 48 29 204 52 310 42 151 46 29 27 21 87 26 102 167 71 76 1682 69 1457 102
leaf_count=3844148 152319 21298 121 5204 41520 3926 343 91 36 48 29 204 52 310 42 151 46 29 27 21 87 26 102 167 71 76 1682 69 1457 102
internal_value=0 -245.805 594.09 2680.1 -719.88 -6569.24 20648.7 -26937.2 -9380.18 21321.1 123558 -5049.52 -11304.7 -8639.7 -39692.4 20055.6 37381.9 58466.8 113784 33692.9 2404.45 110915 -49518.8 -58607.2 -40131.1 699.655 7651.9 14014.1 28545.1 82776.8
internal_weight=0 229656 77337 29888 47449 5929 555 212 5374 317 65 252 5057 4623 434 697 387 236 73 163 116 47 382 340 238 21374 8514 3310 1628 171
internal_count=4073804 229656 77337 29888 47449 5929 555 212 5374 317 65 252 5057 4623 434 697 387 236 73 163 116 47 382 340 238 21374 8514 3310 1628 171
is_linear=0
shrinkage=0.1


Tree=2093
num_leaves=31
num_cat=0
split_feature=6 5 1 4 1 1 1 1 4 0 3 1 6 3 1 6 3 1 0 3 2 1 5 2 4 5 4 3 4 5
split_gain=1.33788e+12 1.35202e+13 2.48903e+13 1.29036e+13 2.49488e+13 2.92791e+13 5.33776e+13 4.82962e+13 4.00565e+13 4.25973e+13 3.48968e+13 3.33744e+13 2.75032e+13 2.57563e+13 3.38672e+13 2.38561e+13 5.04948e+13 5.00295e+13 7.7282e+13 4.93658e+13 3.11704e+13 2.68806e+13 2.3282e+13 2.33056e+13 2.73017e+13 2.91092e+13 2.32625e+13 2.28392e+13 4.34708e+13 3.29411e+13
threshold=189.00000000000003 8.5000000000000018 39.777866350000004 6.5000000000000009 38.958307950000012 82.901648750000021 60.590708550000009 49.300375350000003 8.5000000000000018 56.838524800000009 4.5000000000000009 65.534455000000023 247.90000000000001 4.5000000000000009 65.559704250000024 247.90000000000001 8.5000000000000018 34.382014200000008 45.109778000000006 9.5000000000000018 5873.0000000000009 30.389265100000003 2.5000000000000004 2911.0000000000005 8.5000000000000018 4.5000000000000009 12.500000000000002 1.5000000000000002 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 3 -3 27 15 6 7 -6 11 10 12 -8 -10 -11 -15 16 17 -5 -19 20 -18 -21 -9 -24 -25 -26 -23 28 -2 -29
right_child=1 2 -4 4 5 -7 8 22 9 13 -12 -13 -14 14 -16 -17 19 18 -20 21 -22 26 23 24 25 -27 -28 29 -30 -31
leaf_value=-2.3127136659821268 8495.7560865429678 18262.684517045458 -135876.47632812499 -185760.91165956442 17886.796308950605 -4658.957268837682 32614.712500000001 25312.342259114583 208739.97756696431 -54365.043906250008 44261.798702566972 198304.67822580645 59327.808540482962 -6093.5189527812763 117927.06890120968 6329.6016251063593 7221.9294471153844 -184446.06932870371 16831.116033653845 78077.289285714287 162067.82259615386 -140285.09174107143 16392.426471077128 45481.872187500005 -121751.54702083334 -29938.986419677734 -26126.347410057773 13749.398053495765 135856.73180803572 -13173.856306493006
leaf_weight=4067180 625 22 20 33 1122 842 20 60 28 55 126 31 22 76 31 404 26 27 65 21 26 21 47 20 75 64 119 590 28 1978
leaf_count=4067180 625 22 20 33 1122 842 20 60 28 55 126 31 22 76 31 404 26 27 65 21 26 21 47 20 75 64 119 590 28 1978
internal_value=0 1420.02 -55136.9 1780.91 6115.41 10701.3 17979.5 8804.28 50717.8 38252.9 72312 133328 142999 1250.34 29837.7 -10071.2 -29674.5 -80129.1 -42239.4 -65.0969 84644.9 -27424.8 -29506.2 -45472.7 -63759.9 -79478.1 -43250.2 -2741.98 13956.9 -6988.22
internal_weight=0 6624 42 6582 3361 2619 1777 1388 389 338 176 51 50 162 107 742 338 125 92 213 52 161 266 206 159 139 140 3221 653 2568
internal_count=4073804 6624 42 6582 3361 2619 1777 1388 389 338 176 51 50 162 107 742 338 125 92 213 52 161 266 206 159 139 140 3221 653 2568
is_linear=0
shrinkage=0.1


Tree=2094
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 4 0 4 6 6 3 5 4 4 6 1 4 0 2 1 3 6 4 4 6 6 4 5 6 6
split_gain=1.29704e+12 1.35214e+13 9.66774e+12 2.21193e+13 1.96483e+13 1.68442e+13 1.57152e+13 1.02153e+13 1.28963e+13 2.68239e+13 1.74426e+13 1.90914e+13 1.12828e+13 1.52477e+13 3.31169e+13 1.00404e+13 1.45817e+13 1.35978e+13 3.37999e+13 2.70501e+13 1.50481e+13 4.4071e+13 1.95338e+13 1.57396e+13 1.05914e+13 9.99637e+12 9.17183e+12 7.38295e+12 1.50161e+13 4.1356e+13
threshold=61.78914120000001 30.509101000000005 39.749243900000003 34.382014200000008 39.843340650000009 9.5000000000000018 63.565651350000003 13.500000000000002 85.020000000000024 89.00500000000001 2.5000000000000004 3.5000000000000004 4.5000000000000009 6.5000000000000009 99.050000000000011 30.624707450000006 5.5000000000000009 63.565651350000003 14143.500000000002 33.882313700000005 5.5000000000000009 66.990000000000023 9.5000000000000018 10.500000000000002 64.805000000000021 50.410000000000004 5.5000000000000009 3.5000000000000004 67.91500000000002 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 8 15 -10 11 -11 -12 14 -14 16 -3 19 24 -17 27 23 -23 -22 -19 -5 -4 28 -21 -30
right_child=1 2 4 6 -6 -7 -8 -9 9 10 12 -13 13 -15 -16 17 -18 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.7285978778056217 -74183.775531250008 23128.571407953455 50771.042211914064 -20389.362084393171 -29.91574718842536 -30700.339059787326 -1984.2054767981667 26189.180978732638 103877.78397253789 -83076.478578969603 -34286.982240804035 21542.307528409092 140417.93932674633 -151.58727678571429 -7925.4766203703712 -37120.017192706793 -23201.332836639747 -27899.881579276494 4407.5929153307352 787.57720342803259 -10094.517263260232 -35981.323464162728 -136724.20452724359 64901.806616210939 -72639.660579427087 -51677.661108542903 17833.294098660266 -19994.989620489825 146304.30471754808 11874.384328983966
leaf_weight=4045394 25 287 128 258 21484 54 271 126 33 37 24 33 34 49 27 211 89 448 452 3161 223 38 39 32 60 169 249 152 26 191
leaf_count=4045394 25 287 128 258 21484 54 271 126 33 37 24 33 34 49 27 211 89 448 452 3161 223 38 39 32 60 169 249 152 26 191
internal_value=0 -673.321 -608.577 -4005.12 394.189 21534.5 -20819.1 -1971.83 -2600.29 20231.8 6700.85 -33756.2 27835.1 41389 74757.7 -3600.7 12162.2 -4778.3 -15484.7 -2254.82 -349.959 -20704.1 -87006.9 -683.214 -33184.1 -32772.8 29016.4 1564.37 2534.47 27981.2
internal_weight=0 28410 28385 6470 21915 431 698 5772 5646 237 204 70 134 110 61 5409 376 5033 960 4073 3862 332 77 255 508 427 377 3530 3378 217
internal_count=4073804 28410 28385 6470 21915 431 698 5772 5646 237 204 70 134 110 61 5409 376 5033 960 4073 3862 332 77 255 508 427 377 3530 3378 217
is_linear=0
shrinkage=0.1


Tree=2095
num_leaves=31
num_cat=0
split_feature=3 1 1 6 5 0 6 0 0 0 0 0 3 1 4 7 4 6 0 4 4 6 4 4 4 6 3 6 6 6
split_gain=1.26833e+12 1.04468e+13 1.55647e+13 3.08598e+13 4.53296e+13 2.91474e+13 2.70345e+13 2.51604e+13 4.25478e+13 2.78918e+13 2.5323e+13 2.54804e+13 6.61913e+13 2.26666e+13 2.4687e+13 2.17047e+13 2.20652e+13 2.12593e+13 3.0974e+13 1.99142e+13 1.88037e+13 1.78866e+13 2.66804e+13 4.32734e+13 1.75505e+13 1.74868e+13 1.71161e+13 2.89524e+13 4.21024e+13 3.21993e+13
threshold=17.500000000000004 30.345769800000003 30.323041000000003 84.00500000000001 2.5000000000000004 60.064438250000002 122.65000000000002 59.856552950000008 59.848366150000011 59.825842200000004 60.002985000000002 60.028671700000011 22.500000000000004 30.315889700000003 25.500000000000004 6.0000000000000009 25.500000000000004 90.045000000000016 59.990753350000013 25.500000000000004 24.500000000000004 77.010000000000005 26.500000000000004 22.500000000000004 26.500000000000004 49.895000000000003 19.500000000000004 91.02500000000002 96.050000000000011 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 13 8 9 -4 21 12 19 26 -15 -13 -17 -6 -19 -12 -11 22 23 -9 -16 -25 27 29 -29 -2
right_child=1 -3 3 4 5 -7 -8 10 -10 20 11 15 -14 14 24 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=10.778097678016664 7584.5542405029964 -565.15619741109811 25398.64246395597 173459.41637500003 123973.55926724138 -64005.757128906254 -64687.092230902781 -188.92446180555555 56368.6786373914 -46396.42030455124 -17955.566092424204 3704.4716850002983 103855.07655481918 -10721.753318142362 -121829.71059702281 -93815.101948969415 -9594.4548730601437 -58689.760039062501 61311.098618999276 53797.374327674275 17976.691802455356 55112.942125000001 -10086.659701563238 -89502.259966216225 -22304.406077665441 -203752.82351190477 -1176.2042604727719 128382.29222222223 20298.133013207873 -26820.033319382441
leaf_weight=3927269 3640 132362 275 25 29 28 63 45 241 129 151 1181 89 450 37 47 92 30 76 52 70 25 182 37 34 21 6604 45 181 294
leaf_count=3927269 3640 132362 275 25 29 28 63 45 241 129 151 1181 89 450 37 47 92 30 76 52 70 25 182 37 34 21 6604 45 181 294
internal_value=0 -288.863 2291.45 8933.32 48077.2 28846.8 638.004 6142.63 22157.6 4763.41 184.918 5218.52 31949.6 1002.69 -19368.2 -694.711 -38071.9 48105.1 27348.6 424.497 -23752.6 -25989.8 -33104.1 -73775.7 -74169.7 -130869 1988.68 7012.95 41819.3 5013.39
internal_weight=0 146535 14173 2825 188 163 11348 2637 715 474 1922 1612 292 11285 521 1320 139 135 106 203 199 310 285 103 71 58 10764 4160 226 3934
internal_count=4073804 146535 14173 2825 188 163 11348 2637 715 474 1922 1612 292 11285 521 1320 139 135 106 203 199 310 285 103 71 58 10764 4160 226 3934
is_linear=0
shrinkage=0.1


Tree=2096
num_leaves=31
num_cat=0
split_feature=6 0 4 5 0 1 6 6 3 4 6 1 1 3 6 3 1 4 1 4 3 4 3 3 6 3 3 4 6 1
split_gain=1.26599e+12 8.09156e+12 1.91682e+13 3.04627e+13 2.81274e+13 5.1701e+13 7.45323e+13 6.80548e+13 6.66662e+13 6.42876e+13 5.94088e+13 6.78763e+13 1.09539e+14 4.62317e+13 1.12282e+14 2.11724e+14 1.12836e+14 8.16622e+13 4.65132e+13 6.00169e+13 4.5201e+13 4.67205e+13 4.17967e+13 4.08327e+13 6.94172e+13 3.68133e+13 7.22697e+13 3.58144e+13 3.5067e+13 3.43606e+13
threshold=88.00500000000001 45.047736150000013 6.5000000000000009 6.5000000000000009 45.029425500000009 41.912736000000002 106.49500000000002 122.65000000000002 6.5000000000000009 24.500000000000004 134.05000000000004 38.948208550000011 38.989878900000008 14.500000000000002 93.050000000000011 16.500000000000004 38.989878900000008 16.500000000000004 38.965413050000002 17.500000000000004 18.500000000000004 7.5000000000000009 8.5000000000000018 10.500000000000002 110.01500000000001 7.5000000000000009 8.5000000000000018 20.500000000000004 104.01000000000001 41.966773150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 9 -9 20 11 -10 -13 25 17 16 18 -15 -16 -20 21 -8 -23 24 -24 -6 -27 -17 -29 -7
right_child=1 -3 3 -5 5 29 7 8 10 -11 -12 12 -14 14 15 27 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=13.625560863163892 -2622.7126803865235 -466.08891527032523 1122.6242436609239 -90414.102767857141 23792.993386068978 64602.479083859878 -156799.38107638891 -37305.480625785181 -15224.988610067248 88032.319830452136 -565.03129851105928 152651.48744204143 -52.661220189144743 -146976.02031250001 156851.223331154 -101146.07550718247 1307.2456779233871 25044.545113895718 406942.3974524457 188931.18627232144 -131938.10581849565 -3246.9044115062629 23509.861650126692 -25863.821904804179 -138188.05577002993 -67307.386571614581 9029.5684557611057 -10011.127154862254 133354.27546164775 18178.007021529073
leaf_weight=3844148 9110 197845 17855 35 1028 251 27 199 79 47 308 123 76 40 59 31 31 89 23 28 43 489 37 308 94 150 716 76 22 437
leaf_count=3844148 9110 197845 17855 35 1028 251 27 199 79 47 308 123 76 40 59 31 31 89 23 28 43 489 37 308 94 150 716 76 22 437
internal_value=0 -228.074 1252.23 2807.26 2951.21 9737.61 5502.94 -9547.25 12702.6 -26261.3 29684.9 63199.1 94332.3 17514.2 48450.7 85118.2 169819 -28295.2 217309 287250 -31643.8 -27127.9 -23355.2 -45753.7 -92517.7 10997 -4192.77 -7461.86 22172.9 35114.8
internal_weight=0 229656 31811 22701 22666 4811 4123 1830 785 1045 586 278 199 2293 399 270 141 129 110 51 998 955 928 439 131 1894 866 129 98 688
internal_count=4073804 229656 31811 22701 22666 4811 4123 1830 785 1045 586 278 199 2293 399 270 141 129 110 51 998 955 928 439 131 1894 866 129 98 688
is_linear=0
shrinkage=0.1


Tree=2097
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 4 4 5 6 6 0 4 6 1 0 5 4 6 4 6 6 0 0 6 7 0 1 6 1 1
split_gain=1.29041e+12 2.19736e+13 1.01727e+14 5.50684e+13 6.91202e+13 4.18572e+13 3.23174e+13 3.10922e+13 2.43875e+13 2.82825e+13 1.70493e+13 1.69771e+13 1.88153e+13 1.543e+13 3.94628e+13 3.22926e+13 6.05247e+13 7.91076e+13 5.97848e+13 6.42797e+13 5.94192e+13 5.75311e+13 5.84895e+13 5.26891e+13 5.85378e+13 6.30157e+13 1.15419e+14 1.24469e+14 5.22519e+13 4.92112e+13
threshold=43.047633000000012 42.186961750000002 55.390026600000006 43.687280500000007 6.0000000000000009 8.5000000000000018 9.5000000000000018 2.5000000000000004 118.04500000000002 122.65000000000002 47.319699650000011 13.500000000000002 74.015000000000015 47.386825600000002 56.520242650000007 2.5000000000000004 5.5000000000000009 85.020000000000024 8.5000000000000018 79.015000000000015 247.90000000000001 56.342669500000007 43.472751400000007 37.995000000000012 6.0000000000000009 56.309668500000008 43.862029600000007 47.005000000000003 43.932356550000009 44.064675150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 11 -8 -13 14 15 16 17 -2 19 -17 -19 22 -21 -18 25 29 -27 -28 -23 -25
right_child=13 2 -4 6 -6 7 8 -9 9 -11 -12 12 -14 -15 -16 18 23 20 -20 21 -22 28 -24 24 -26 26 27 -29 -30 -31
leaf_value=-27.596039620076894 -233.324517220546 -30028.331087379294 -40843.538465825317 592.54534496870053 93877.181183035718 -56556.032031250004 3888.3737404563212 -165359.7807291667 -123314.8667877907 1987.6708921370966 -29051.267031713636 -13612.507309948858 -80085.368746093765 -31.421473861830975 -12246.506892343457 -765.70255493418779 -557.27010517233543 -56181.041390781989 -4589.7147957569159 -5578.4116800019865 23805.986665408353 19935.110693359376 17001.37994320325 -64.283653432951624 192.83983566881273 -13755.351177517872 4302.9054010104637 33485.315579522074 -106337.86129598497 8101.1059826331875
leaf_weight=2023178 56768 233 708 12793 35 58 693 48 43 31 416 287 50 1847586 2249 17942 21403 423 24692 1475 119 56 5162 10878 16317 1113 2509 3501 79 22959
leaf_count=2023178 56768 233 708 12793 35 58 693 48 43 31 416 287 50 1847586 2249 17942 21403 423 24692 1475 119 56 5162 10878 16317 1113 2509 3501 79 22959
internal_value=0 -56.2352 -3819.93 -2035.18 -39915.6 -53729 -1045.36 -105826 -14830.7 -70823.3 -11965.2 -5064.48 -23474.9 56.3275 920.32 1080.04 1875.54 -596.354 -1109.56 2367.5 -38619.3 10668.7 11983.3 3676.05 5257.94 7275.69 15824.6 21302.5 -53958 5476.08
internal_weight=0 2.03857e+06 15395 14687 374 339 14313 106 1520 74 1446 1030 337 2.03523e+06 187645 185396 135990 57310 49406 24714 542 6772 6637 78680 57277 40960 7123 6010 135 33837
internal_count=4073804 2038573 15395 14687 374 339 14313 106 1520 74 1446 1030 337 2035231 187645 185396 135990 57310 49406 24714 542 6772 6637 78680 57277 40960 7123 6010 135 33837
is_linear=0
shrinkage=0.1


Tree=2098
num_leaves=31
num_cat=0
split_feature=2 3 4 4 7 6 6 6 4 4 1 4 6 6 0 1 6 5 6 6 3 6 6 6 7 4 2 4 6 6
split_gain=1.39479e+12 5.30107e+12 1.3278e+13 7.83499e+12 5.53394e+12 5.17366e+12 5.1299e+12 7.53674e+12 7.355e+12 5.10538e+12 5.08258e+12 5.02398e+12 5.45232e+12 4.95044e+12 4.80289e+12 1.00665e+13 1.55065e+13 6.8894e+12 6.36474e+12 9.25616e+12 1.15344e+13 5.9199e+12 5.84229e+12 5.67584e+12 5.34882e+12 9.33727e+12 1.32573e+13 1.81933e+13 2.83086e+13 1.67616e+13
threshold=11703.500000000002 6.5000000000000009 15.500000000000002 10.500000000000002 6.0000000000000009 73.995000000000019 110.01500000000001 69.015000000000015 9.5000000000000018 8.5000000000000018 72.839788400000018 9.5000000000000018 52.330000000000005 49.485000000000007 44.046956350000009 44.628646350000004 112.00500000000001 3.5000000000000004 130.05000000000004 97.020000000000024 1.5000000000000002 94.02500000000002 56.010000000000012 189.00000000000003 6.0000000000000009 5.5000000000000009 13916.000000000002 7.5000000000000009 78.605000000000004 84.810000000000016
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 14 6 11 7 10 -8 -7 -3 -6 -13 -5 15 16 -2 23 19 21 -21 22 -16 -18 -17 -26 -27 -28 -29 -30
right_child=1 4 -4 13 5 9 8 -9 -10 -11 -12 12 -14 -15 18 24 17 -19 -20 20 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-3.5109027776149606 -3721.1428902761236 -5141.3210869692048 81145.127111235124 9479.8978474934902 -2936.9952616373703 -43136.21837197581 -24948.6962890625 -20797.537662370516 44153.030986555241 7.829327597738315 41534.290966796878 9915.0471235101868 47937.274122573392 -27539.206256897814 1582.3700862803119 889.80844676916684 -54382.967950994323 -76957.777782012199 -29587.340603298613 94007.492323369574 17556.482557118368 -48911.54720982143 9444.5742909879682 19223.070202636718 16459.029244886126 -33686.520559570308 -9479.5728529264143 -2886.9249711883735 144849.86808593752 44565.588441406253
leaf_weight=4059190 2081 835 21 48 96 31 24 377 43 238 24 88 66 146 2718 4598 22 41 54 23 139 21 1449 20 672 100 358 161 20 100
leaf_count=4059190 2081 835 21 48 96 31 24 377 43 238 24 88 66 146 2718 4598 22 41 54 23 139 21 1449 20 672 100 358 161 20 100
internal_value=0 975.19 1693.98 1563.33 -4071.33 4661.03 -7549.53 -9010.4 19400.2 -4964.16 -3837.23 15017.7 26210.3 -18379.8 1870.96 436.473 -5411.71 -47798 4533.09 4956.66 28410.6 4049.41 4316.31 -19332.5 2542.56 7928.34 171.072 5469.6 24515.2 61279.6
internal_weight=0 14614 12792 12771 1822 519 1303 1236 67 269 859 250 154 194 12577 8173 2164 83 4404 4350 162 4188 4167 42 6009 1411 739 639 281 120
internal_count=4073804 14614 12792 12771 1822 519 1303 1236 67 269 859 250 154 194 12577 8173 2164 83 4404 4350 162 4188 4167 42 6009 1411 739 639 281 120
is_linear=0
shrinkage=0.1


Tree=2099
num_leaves=31
num_cat=0
split_feature=4 2 0 6 0 1 0 1 0 6 6 6 0 1 5 0 1 6 6 5 1 1 0 0 5 0 6 6 6 0
split_gain=1.39362e+12 5.5775e+12 1.39857e+13 1.02263e+13 9.45415e+12 2.34237e+13 7.41968e+12 1.18056e+13 9.43691e+12 1.49549e+13 1.67353e+13 1.26312e+13 2.25053e+13 1.01593e+13 1.4341e+13 2.10957e+13 2.13709e+13 4.79723e+13 4.17414e+13 2.27792e+13 1.76369e+13 1.75869e+13 7.73682e+12 7.52514e+12 7.21325e+12 7.18105e+12 1.07697e+13 8.0361e+12 7.04934e+12 7.78742e+12
threshold=2.5000000000000004 2200.0000000000005 58.08467765000001 156.15000000000003 55.897267000000006 38.166910000000009 56.067362750000008 41.966773150000002 55.768246800000007 92.02500000000002 90.045000000000016 97.020000000000024 55.622114900000007 37.957884500000006 3.5000000000000004 55.910578700000009 37.543519500000009 57.995000000000012 47.805000000000007 1.5000000000000002 37.343102500000008 37.234509300000006 54.947759400000002 54.188398350000007 1.5000000000000002 56.324067350000007 79.710000000000022 76.00500000000001 31.705000000000002 44.990874950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 -1 -11 22 14 15 16 20 18 19 -18 21 -10 -13 -9 28 -8 27 -27 29 -3
right_child=-2 24 -4 4 -6 -7 25 23 13 11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=788.53816505345367 -9.8416204379989907 8279.1687882943661 24426.023038971169 144330.5523251488 -10516.799283854169 -286.20618489583336 -10602.041418707056 30227.821364495696 -4853.3335330810542 -107446.69304687501 92390.882421875009 -25915.970605468752 -106348.27122961957 12702.904183018903 66313.933349609375 7635.8138471184475 -11875.224662642046 -196643.05452938989 85498.265862771746 -159332.94756835938 68731.464959490739 -79903.704935599671 39200.46435546875 -16706.943876953126 559.64741803938182 1043.0427261753914 -29323.279520351603 59206.862927246097 -3284.5113623856723 -588.7208542305475
leaf_weight=7163 3961637 1087 278 21 24 24 830 234 200 20 20 36 23 1542 32 774 22 21 23 20 27 37 37 40 74983 2319 118 24 11060 11128
leaf_count=7163 3961637 1087 278 21 24 24 830 234 200 20 20 36 23 1542 32 774 22 21 23 20 27 37 37 40 74983 2319 118 24 11060 11128
internal_value=0 347.597 2221.83 1768.98 40169.1 67201.6 1573.61 2897.61 2336.34 468.368 1043.59 -35150.9 -20089.2 7389.82 302.642 -1576.68 -21949.5 -65243.7 -22791.6 -82093.2 -7846.04 -16570.1 7088.25 23376 82.2886 -2558.51 154.26 1638.83 -1455.58 200.423
internal_weight=0 112167 13909 13631 69 45 13562 10271 9997 7299 7183 116 96 2698 1156 1124 350 86 65 42 264 237 73 274 98258 3291 2461 2343 23275 12215
internal_count=4073804 112167 13909 13631 69 45 13562 10271 9997 7299 7183 116 96 2698 1156 1124 350 86 65 42 264 237 73 274 98258 3291 2461 2343 23275 12215
is_linear=0
shrinkage=0.1


Tree=2100
num_leaves=31
num_cat=0
split_feature=6 6 2 4 1 0 0 1 0 0 6 1 1 3 6 1 3 0 4 4 0 0 0 3 3 1 0 1 4 0
split_gain=1.30675e+12 1.06269e+13 3.32778e+13 3.01087e+13 2.7784e+13 2.76714e+13 2.68143e+13 2.66878e+13 3.17401e+13 3.65532e+13 2.89244e+13 2.6948e+13 3.98898e+13 2.7135e+13 2.69098e+13 4.38907e+13 4.94169e+13 4.85018e+13 4.20281e+13 9.2164e+13 4.20153e+13 6.29909e+13 5.86857e+13 4.92611e+13 4.04881e+13 3.85521e+13 8.44319e+13 6.42302e+13 6.36488e+13 7.18719e+13
threshold=55.015000000000008 50.995000000000012 75.000000000000014 8.5000000000000018 37.318079750000003 45.109778000000006 47.207933300000008 37.425454150000007 55.840017500000009 55.82518790000001 52.610000000000007 37.897576350000001 37.873748150000004 6.5000000000000009 53.705000000000005 37.475446350000006 4.5000000000000009 55.737027400000009 12.500000000000002 11.500000000000002 55.834019500000004 55.812023600000011 55.801384500000005 4.5000000000000009 7.5000000000000009 37.618684050000006 55.737027400000009 37.682335600000009 19.500000000000004 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 9 -6 -10 12 14 -14 24 17 25 18 19 -16 21 22 -19 -22 -9 -17 -27 28 29 -28
right_child=-2 2 3 5 7 6 -8 11 10 -11 -12 -13 13 -15 15 16 -18 20 -20 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=29.967812653545792 69.858511239161032 18234.181383760893 538.86882611993258 1581.7017539954822 -8672.1359782096351 -13829.47445263977 -2059.3696951609459 -4854.4887231316561 54520.719975080821 -67884.197106149659 -339.79127993935032 -17564.934274782277 8493.4590633768439 92244.142226562501 48400.301185344833 4691.8638394052596 -299.34441294286 -32607.005963476564 31626.310025434355 259891.11388888891 -33265.428616071433 -145662.74575320512 127561.70398995536 126517.8424963663 5754.9786197544854 3133.4151911742301 176406.51289473684 25918.183918838247 -62348.951888020842 65387.656236418668
leaf_weight=2169185 1615683 1105 88383 22028 2396 1961 149171 6755 145 109 285 610 71 85 87 1167 4916 125 536 27 35 39 28 43 7694 564 95 301 24 151
leaf_count=2169185 1615683 1105 88383 22028 2396 1961 149171 6755 145 109 285 610 71 85 87 1167 4916 125 536 27 35 39 28 43 7694 564 95 301 24 151
internal_value=0 -45.9169 -615.621 -962.936 2700.48 -1729.48 -2212.09 2047.53 -6940.09 -11248.6 18159.7 3177.1 3733.43 54126.8 3385.38 7984.62 5362.74 28555 43353.2 98490.2 -7070.44 -32213.5 -3295.09 54820.2 794.985 17454.3 30576.6 57683.3 93095.5 108261
internal_weight=0 2.45812e+06 288936 261543 27393 173160 151132 26288 2935 2505 430 23353 22743 156 22587 8138 7218 920 650 114 270 192 153 78 14449 2302 1135 571 270 246
internal_count=4073804 2458121 288936 261543 27393 173160 151132 26288 2935 2505 430 23353 22743 156 22587 8138 7218 920 650 114 270 192 153 78 14449 2302 1135 571 270 246
is_linear=0
shrinkage=0.1


Tree=2101
num_leaves=31
num_cat=0
split_feature=1 1 0 3 6 0 1 0 6 3 0 4 4 6 4 6 4 7 4 4 4 7 4 6 6 7 5 3 0 1
split_gain=1.34913e+12 5.77509e+13 6.83618e+13 6.19052e+13 6.84499e+13 3.99537e+13 5.83491e+13 8.4048e+13 7.54176e+13 9.50863e+13 6.19927e+13 1.20815e+14 8.70264e+13 1.77951e+14 6.81985e+13 5.47296e+13 6.69619e+13 8.54449e+13 7.92898e+13 4.37424e+13 4.16544e+13 4.00935e+13 3.87569e+13 3.60203e+13 3.90595e+13 3.24566e+13 3.22549e+13 7.11572e+13 3.13488e+13 4.51814e+13
threshold=60.605526900000008 60.636764050000004 56.782540950000005 5.5000000000000009 156.15000000000003 56.858606850000008 60.620042600000012 56.791379400000004 96.050000000000011 6.5000000000000009 56.802121050000004 20.500000000000004 23.500000000000004 104.01000000000001 30.500000000000004 72.020000000000024 31.500000000000004 6.0000000000000009 22.500000000000004 16.500000000000004 23.500000000000004 6.0000000000000009 17.500000000000004 110.01500000000001 49.895000000000003 6.0000000000000009 4.5000000000000009 2.5000000000000004 56.802121050000004 60.620042600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 20 15 19 22 -12 13 -13 -14 -8 17 -17 -19 -10 25 -7 -11 24 -9 -5 28 -28 -4 -30
right_child=1 -3 3 5 -6 21 8 23 9 10 11 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-38.234999875188684 -9115.7534062513841 -21.623457593006808 13889.865753784179 -7349.9738190406979 113205.97017045454 12892.036409179056 7642.2238345123587 18695.819931342263 217648.80795454548 110006.48897938832 -94387.225330558664 -66277.805143229169 -138910.0045212766 243979.84932154603 -5709.0785823876258 29308.114609888984 -3878.1178411690848 963.20377022879461 139677.18433368389 29220.481696428575 39913.297244049783 -7257.6505646642927 -31381.908128403174 -3833.4704090118412 45677.067345545118 -117734.28396205358 45863.00547996728 -137066.21479687499 6098.8059331890991 -5482.7641755431432
leaf_weight=2826208 3353 1216800 1880 43 55 2055 3376 851 22 47 252 36 47 38 211 608 350 56 156 28 43 1901 33 256 1452 70 37 50 6510 6980
leaf_count=2826208 3353 1216800 1880 43 55 2055 3376 851 22 47 252 36 47 38 211 608 350 56 156 28 43 1901 33 256 1452 70 37 50 6510 6980
internal_value=0 86.6146 4363.28 6010.15 1844.79 11425.7 15501.4 27407.3 9356.11 -20858 -30872 -42181.1 -2554.68 93043.7 -29974.4 14101.6 32739.8 48369.4 103036 112129 -43853.7 3209.39 51683.8 31751.4 35707 -75729.6 1448.54 -59268.7 1792.22 106.266
internal_weight=0 1.2476e+06 30796 27443 15512 11931 7975 2715 5260 714 664 584 332 74 258 4546 1170 820 212 50 156 3956 80 2559 2303 113 15457 87 15370 13490
internal_count=4073804 1247596 30796 27443 15512 11931 7975 2715 5260 714 664 584 332 74 258 4546 1170 820 212 50 156 3956 80 2559 2303 113 15457 87 15370 13490
is_linear=0
shrinkage=0.1


Tree=2102
num_leaves=31
num_cat=0
split_feature=1 3 6 4 2 6 0 2 6 4 1 0 0 4 6 4 6 6 6 0 7 6 4 4 6 6 4 6 6 3
split_gain=1.28109e+12 9.15373e+12 1.93991e+13 3.62693e+13 3.37443e+13 2.06972e+13 1.9536e+13 1.52604e+13 2.34563e+13 1.48779e+13 1.48431e+13 4.08141e+13 4.95173e+13 3.85263e+13 3.61351e+13 3.5622e+13 2.79775e+13 2.40846e+13 2.15679e+13 2.14366e+13 1.95942e+13 1.91776e+13 1.86834e+13 2.13413e+13 2.74258e+13 1.77621e+13 1.73405e+13 1.63637e+13 1.43014e+13 1.34342e+13
threshold=83.015546400000019 1.5000000000000002 149.05000000000004 5.5000000000000009 9651.0000000000018 116.05000000000001 52.516286950000008 5325.0000000000009 120.05000000000001 5.5000000000000009 83.025426800000005 55.039488700000007 55.007293000000011 9.5000000000000018 43.205000000000005 14.500000000000002 38.605000000000011 57.715000000000011 38.995000000000012 55.034466500000008 6.0000000000000009 36.005000000000003 18.500000000000004 11.500000000000002 75.010000000000005 44.820000000000007 9.5000000000000018 40.015000000000008 49.010000000000012 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 6 -2 -4 9 -9 -7 11 12 14 17 16 29 21 -14 -18 22 -16 26 23 24 25 27 -3 -15 -27 -13
right_child=1 10 3 -5 -6 7 -8 8 -10 -11 -12 15 13 19 20 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-15.428405702203206 -1066.9515517186887 -6721.441891043527 -90719.021053340519 154339.90142045455 87250.29493164063 -28658.790256696429 15995.430498976937 -97281.767691532266 -14398.586256167764 79460.370781250007 280.50217374213099 -36688.974271968669 23560.784568591585 6710.9808169743956 9948.169206789471 36005.002488505044 -63510.568984759855 77374.293195134946 -19902.319565638682 36450.853169631962 -71030.998242187503 13883.686338243375 -10400.679602136748 20118.026017961092 -19607.006118805242 34008.184843198716 -54731.817075639206 -11591.269763903829 10965.580305433041 -11660.812656278389
leaf_weight=3787140 45319 238 29 22 40 35 42 62 76 20 230308 367 266 1872 827 120 203 121 257 256 31 263 568 1275 396 310 110 661 2054 516
leaf_count=3787140 45319 238 29 22 40 35 42 62 76 20 230308 367 266 1872 827 120 203 121 257 256 31 263 568 1275 396 310 110 661 2054 516
internal_value=0 203.826 -1094.67 37040.9 13792.5 -1206.12 -27592.2 -33884 -51636 10657.3 449.74 4088.69 6072.85 9629.31 -8269.13 -15115.9 -20519.5 40386.2 -39146.8 8019.06 7022.35 -6495.57 6999.09 8503.82 5706.14 7753.11 -21897.1 1934.91 13987.2 -22063.2
internal_weight=0 286664 45645 133 111 45512 71 193 138 55 241019 10711 9708 7779 1929 1003 1071 387 460 7392 858 611 7136 6568 5293 4897 348 2533 2364 883
internal_count=4073804 286664 45645 133 111 45512 71 193 138 55 241019 10711 9708 7779 1929 1003 1071 387 460 7392 858 611 7136 6568 5293 4897 348 2533 2364 883
is_linear=0
shrinkage=0.1


Tree=2103
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 4 6 0 7 4 1 4 0 3 4 3 3 1 3 6 6 6 4 1 5 0 1 6 4 4
split_gain=1.2519e+12 1.13796e+13 8.92326e+13 1.06145e+14 7.3092e+13 8.51214e+13 6.24382e+13 6.23659e+13 5.98413e+13 5.62293e+13 9.39688e+13 8.20704e+13 7.16629e+13 7.03698e+13 5.63306e+13 6.255e+13 6.03736e+13 6.81088e+13 6.04566e+13 6.05793e+13 6.18011e+13 5.57873e+13 5.50835e+13 5.44038e+13 6.52313e+13 1.02047e+14 1.11723e+14 8.1681e+13 6.51656e+13 6.0887e+13
threshold=36.000000000000007 65.00500000000001 37.702956500000006 55.60524465000001 55.685785750000008 16.500000000000004 64.805000000000021 55.840017500000009 6.0000000000000009 9.5000000000000018 37.804148700000006 13.500000000000002 55.775215600000003 18.500000000000004 17.500000000000004 16.500000000000004 10.500000000000002 37.768783500000005 15.500000000000002 79.710000000000022 92.02500000000002 69.015000000000015 6.5000000000000009 37.71815560000001 1.5000000000000002 55.775215600000003 37.740454950000007 40.610000000000007 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 6 -3 -4 5 -5 23 8 9 12 13 -12 -6 14 15 -11 17 -16 19 -18 -21 -7 -8 -1 27 -26 28 -25 -27 -29
right_child=-2 2 3 4 7 21 22 -9 -10 10 11 -13 -14 -15 16 -17 18 -19 -20 20 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-1200.8037567305987 15.358395694142395 2734.794330565137 32883.191041409787 -37723.312191991419 -29010.766214301984 31873.654043696479 -67301.896106625078 -73917.096975806446 -10740.117736156604 18669.864758556279 46283.384288079018 -12303.093222426398 24076.633695441633 -20097.918667741833 60115.867712751118 158961.96368371212 77633.400914634156 164932.85168800355 94264.717020833341 -136808.86392463237 52631.095552884617 -13738.179666732693 -12341.411440509164 1774.6313527235857 2929.9924055295105 9806.7710597278237 11323.522525654385 -30177.902533325956 64576.43464176399 -5288.174722180479
leaf_weight=172849 3783399 54760 659 1575 849 312 201 124 4505 860 282 1572 363 241 175 33 41 96 75 51 26 1908 1966 18018 19335 310 3982 1447 726 3064
leaf_count=172849 3783399 54760 659 1575 849 312 201 124 4505 860 282 1572 363 241 175 33 41 96 75 51 26 1908 1966 18018 19335 310 3982 1447 726 3064
internal_value=0 -200.089 926.511 -6276.63 -8248.39 -19942.6 -547.907 -3472.81 -2520.13 5419.63 11925.7 -3391.88 -13110.8 29697.1 38540.6 23854.2 66805.6 97246.6 24062.1 -20558.3 -72842.1 -7327.87 -17439.3 -381.323 2640.01 6227.74 18934.4 -1238.19 48187.8 -13272.1
internal_weight=0 290405 68507 13747 13088 3795 221898 9293 9169 4664 3452 1854 1212 1598 1357 893 464 271 193 118 77 2220 2167 219731 46882 24353 5018 22529 1036 4511
internal_count=4073804 290405 68507 13747 13088 3795 221898 9293 9169 4664 3452 1854 1212 1598 1357 893 464 271 193 118 77 2220 2167 219731 46882 24353 5018 22529 1036 4511
is_linear=0
shrinkage=0.1


Tree=2104
num_leaves=31
num_cat=0
split_feature=6 6 1 1 7 1 1 0 0 4 1 3 1 1 0 5 1 1 4 6 5 1 2 0 3 4 4 1 0 0
split_gain=1.34362e+12 8.83269e+12 1.04125e+13 1.53982e+13 9.61659e+12 1.04127e+13 2.9836e+13 1.6781e+13 1.22169e+13 1.17631e+13 9.4882e+12 1.0269e+13 1.07351e+13 9.44128e+12 6.05321e+13 4.69599e+13 1.00681e+13 8.75413e+12 8.22295e+12 3.01515e+13 2.51835e+13 2.97199e+13 3.24286e+13 1.30071e+14 7.14464e+13 2.42962e+13 2.25995e+13 2.1999e+13 3.05337e+13 2.41119e+13
threshold=42.005000000000003 42.205000000000005 30.330566300000005 30.205407000000005 6.0000000000000009 37.873748150000004 37.978059650000013 55.806294650000005 55.812023600000011 8.5000000000000018 37.649344350000007 10.500000000000002 82.886781200000016 37.563506350000004 55.721784200000009 1.5000000000000002 37.543519500000009 37.740454950000007 17.500000000000004 41.990000000000002 1.5000000000000002 37.488790500000007 75.000000000000014 55.768246800000007 8.5000000000000018 24.500000000000004 20.500000000000004 37.534144550000008 55.633951400000008 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 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 10 7 -7 -6 -9 -8 13 -12 17 16 -15 -16 -4 -13 -1 -20 21 22 23 25 -25 26 -21 28 -23 -30
right_child=1 -3 4 -5 5 6 9 8 -10 -11 11 12 -14 14 15 -17 -18 -19 19 20 -22 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-28.204843277580821 6320.4286841837074 -29.953457783301303 7370.5076408199748 -24596.238915641941 -20986.469506902937 53185.980236430922 -24082.871625957712 74916.159263392852 -2577.3902446119832 -1524.3766205146258 607.65007579498479 -61805.037877887233 -25548.437573536336 -19758.655968475345 206405.09854910715 11169.945905095881 -49666.890591430667 1563.5109830573417 367.86821367092608 39495.777354910715 21522.617906352632 -28242.28271484375 -2362.2380137984064 -255395.54050292971 -64226.853333050269 60652.981098790333 -65714.201387117355 6162.255161595971 150887.34911534927 30894.107078598488
leaf_weight=1167205 240 2665829 941 490 911 95 259 21 651 2150 4065 23 332 80 28 22 32 418 218888 35 923 31 1505 34 46 62 49 8372 34 33
leaf_count=1167205 240 2665829 941 490 911 95 259 21 651 2150 4065 23 332 80 28 22 32 418 218888 35 923 31 1505 34 46 62 49 8372 34 33
internal_value=0 -41.4934 -2901.1 -14431.9 -2061.7 -5795.33 -1782.03 -12143.6 -155.717 -3949.72 506.774 -1401.4 -11966.4 8876.42 34187.6 120502 5494.66 -1741.42 79.4872 625.975 5704.76 4273.54 -7666.21 -42986.9 -145474 13170.1 -21876.7 6713.64 53818 91786.2
internal_weight=0 2.67659e+06 10758 730 10028 4087 2504 1583 672 2409 5941 4838 773 1103 130 50 973 441 1.39722e+06 230012 11124 10201 1731 226 80 146 84 8470 98 67
internal_count=4073804 2676587 10758 730 10028 4087 2504 1583 672 2409 5941 4838 773 1103 130 50 973 441 1397217 230012 11124 10201 1731 226 80 146 84 8470 98 67
is_linear=0
shrinkage=0.1


Tree=2105
num_leaves=31
num_cat=0
split_feature=4 6 6 4 4 3 3 0 1 1 3 1 4 4 3 1 5 0 3 6 4 0 1 4 1 7 0 6 0 0
split_gain=1.33246e+12 1.09198e+13 5.37984e+13 4.42095e+13 4.90769e+13 3.58281e+13 5.99332e+13 8.07034e+13 2.59878e+13 2.4593e+13 5.09657e+13 3.74719e+13 2.98068e+13 2.81363e+13 2.05392e+13 4.46777e+13 2.8141e+13 3.44946e+13 2.74645e+13 6.89432e+13 7.04597e+13 4.01451e+13 3.11959e+13 2.25922e+13 2.5275e+13 2.69553e+13 2.25406e+13 2.15239e+13 5.23867e+13 3.11547e+13
threshold=19.500000000000004 118.04500000000002 120.05000000000001 24.500000000000004 25.500000000000004 9.5000000000000018 19.500000000000004 55.753967500000009 39.652459050000012 39.596303450000001 16.500000000000004 39.749243900000003 21.500000000000004 20.500000000000004 7.5000000000000009 30.303340300000002 4.5000000000000009 55.018166200000003 8.5000000000000018 128.05000000000004 22.500000000000004 55.039488700000007 30.323041000000003 22.500000000000004 30.277905650000005 6.0000000000000009 59.933037250000005 122.65000000000002 56.838524800000009 55.173955500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 13 -11 -13 -3 15 26 27 -18 19 -16 21 -21 23 -20 -25 -26 -4 28 29 -17
right_child=1 2 14 4 -6 6 8 -9 -10 11 -12 12 -14 -15 18 16 17 -19 22 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=20.764296897470427 -215.85430528011125 -30182.415372983873 159422.88244047621 13812.892177280162 -29943.959737042682 312636.26869419642 -16205.371337890625 91280.21486328126 124981.92780539773 -96961.004023437505 -28226.383392333984 63645.465169749543 -14497.223218479046 72204.268641113289 -29040.049078864024 -69381.539930555547 -18432.738895089289 143175.83304687502 -91959.927191840281 279614.59153645835 19706.69134880515 87782.125390625006 4023.5007784726608 42048.584263392862 -99552.886124761062 10009.077779796513 28374.188928571431 -12110.675750826806 -157589.14980468751 41343.077199300133
leaf_weight=3599339 467552 31 21 43 41 28 32 40 22 40 96 68 173 200 74 54 28 25 54 24 51 20 4326 49 47 43 35 1164 36 48
leaf_count=3599339 467552 31 21 43 41 28 32 40 22 40 96 68 173 200 74 54 28 25 54 24 51 20 4326 49 47 43 35 1164 36 48
internal_value=0 -157.52 3787.85 27935.1 67972.4 92303.1 119968 182427 41315.4 14369.9 33013.7 -7325.87 7551.34 58464.1 565.038 -10012.7 -13630.2 57797.7 3748.74 43328.2 99699.3 192418 2268.56 -37067.6 -15742.6 -47206.6 77517.4 -16537.8 -53879.3 -17275.8
internal_weight=0 474465 6913 814 206 165 122 68 54 608 327 281 241 231 6099 1411 1355 53 4688 169 95 44 4519 193 139 90 56 1302 138 102
internal_count=4073804 474465 6913 814 206 165 122 68 54 608 327 281 241 231 6099 1411 1355 53 4688 169 95 44 4519 193 139 90 56 1302 138 102
is_linear=0
shrinkage=0.1


Tree=2106
num_leaves=31
num_cat=0
split_feature=6 1 4 3 3 0 0 4 0 7 5 0 0 1 3 0 1 2 0 0 4 3 6 0 6 6 1 2 1 4
split_gain=1.3427e+12 8.70292e+12 1.10092e+13 2.45702e+13 1.96702e+13 5.77102e+13 4.10708e+13 3.90153e+13 2.97715e+13 3.73737e+13 3.73228e+13 4.77925e+13 3.41191e+13 2.82179e+13 5.7126e+13 2.64761e+13 2.36362e+13 6.17975e+13 4.99621e+13 2.19103e+13 4.6309e+13 4.00418e+13 3.41803e+13 2.54683e+13 3.13735e+13 2.68113e+13 6.09846e+13 2.65225e+13 2.14725e+13 1.9414e+13
threshold=142.05000000000004 38.97264950000001 20.500000000000004 21.500000000000004 10.500000000000002 56.148747500000006 56.342669500000007 11.500000000000002 55.812023600000011 6.0000000000000009 4.5000000000000009 45.00849250000001 43.550475500000012 49.692247900000005 14.500000000000002 52.516286950000008 61.335446300000008 3129.5000000000005 55.034466500000008 55.043091000000011 16.500000000000004 15.500000000000002 156.15000000000003 54.73499850000001 168.45000000000002 189.00000000000003 38.999037500000007 2828.5000000000005 39.029038350000008 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 4 29 -3 7 -7 -6 9 10 12 -12 -9 15 -15 -11 17 -13 -18 23 22 -22 -21 25 -25 26 -14 -28 -29 -4
right_child=1 2 3 -5 5 6 -8 8 -10 13 11 16 19 14 -16 -17 18 -19 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=4.0626671615177665 2610.3799341141139 -1539.1004731859211 26384.808920898442 -8470.4563105830439 -122839.78947368421 119111.53225990853 11190.021199156747 59450.500757575763 -97916.742769281918 28180.06348470052 -138804.68608630952 26684.902095502337 -163061.73098810369 39659.411495433138 -101971.21246811225 147515.55110085229 6726.0777460354484 -137890.17316810344 158614.81837158205 136073.90323275863 -129358.2880345395 28242.388616071428 -25258.287239583336 -59030.670612980779 -169838.70115131582 15618.71071012127 69428.053666548294 21090.755137023927 -59521.00248271742 -22773.948023773522
leaf_weight=4053505 5441 12084 590 567 38 41 252 33 47 120 21 107 44 68 49 22 67 29 32 29 38 28 24 78 38 67 22 40 190 93
leaf_count=4053505 5441 12084 590 567 38 41 252 33 47 120 21 107 44 68 49 22 67 29 32 29 38 28 24 78 38 67 22 40 190 93
internal_value=0 -811.273 -2064.28 6917.05 -2889.29 -13595.1 26291.7 -23088.9 -19911.6 -16712.4 -26470.8 5733.96 -39536.4 16707.3 -19656 46668.7 18650.2 -8408.31 55821.4 -44998.9 -6595.66 -62497.4 63017.8 -54539.6 -95329.9 -41504.7 -54434.7 -35468 -45501.6 19691.2
internal_weight=0 20299 14858 1250 13608 1524 293 1231 1193 1146 887 256 631 259 117 142 235 136 99 598 119 66 53 479 116 363 296 252 230 683
internal_count=4073804 20299 14858 1250 13608 1524 293 1231 1193 1146 887 256 631 259 117 142 235 136 99 598 119 66 53 479 116 363 296 252 230 683
is_linear=0
shrinkage=0.1


Tree=2107
num_leaves=31
num_cat=0
split_feature=2 6 6 2 1 6 4 4 6 6 1 6 5 6 6 1 5 0 6 7 0 5 6 2 0 6 7 0 6 4
split_gain=1.24225e+12 1.5761e+12 2.66786e+12 1.32146e+12 5.49204e+12 1.75531e+13 6.37579e+12 4.73265e+12 8.01192e+12 3.03404e+13 2.05042e+13 8.27908e+12 8.17001e+12 1.49019e+13 3.41587e+13 6.66687e+12 5.89665e+12 4.84641e+12 4.94218e+12 6.35866e+12 5.33831e+12 6.08717e+12 5.11008e+12 4.40977e+12 1.41762e+13 1.05669e+13 1.01415e+13 8.43635e+12 7.08699e+12 6.29737e+12
threshold=15792.500000000002 44.010000000000012 54.990000000000002 11703.500000000002 72.839788400000018 81.705000000000013 2.5000000000000004 5.5000000000000009 94.02500000000002 97.020000000000024 44.628646350000004 95.045000000000016 2.5000000000000004 85.020000000000024 86.030000000000015 41.912736000000002 4.5000000000000009 44.249882500000005 82.00500000000001 6.0000000000000009 43.687280500000007 3.5000000000000004 71.715000000000018 11293.500000000002 45.00849250000001 44.410000000000004 6.0000000000000009 44.990874950000006 84.00500000000001 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=3 -2 -3 23 7 6 -6 8 12 11 16 -10 13 -5 -15 -14 -11 18 20 -20 -17 22 -22 -1 26 -26 28 -28 -25 -27
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12 -13 15 14 -16 17 -18 -19 19 -21 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.16990660177052885 -26506.359890136719 25107.153426106772 -17268.265378355369 1344.4830020541319 -40620.523835637025 95341.888248697913 10656.47242662218 -1755.4269345467856 -21868.940922619047 -19417.391233392409 12478.263847128379 -98184.257794466888 -8309.7436250694627 -113479.01080729168 23344.178549936656 3318.7796495018224 -64680.474896763393 -20942.272445913462 12445.293299949562 46126.096339699077 15032.636615202442 48398.565104166672 -6157.7401742508164 -790.54738819663362 -4397.8338397232264 1493.2741484740072 20763.641697667259 -8412.7256381460338 -42381.295919363845 -25199.472999680889
leaf_weight=4055131 40 24 39 5603 26 24 360 5256 21 162 370 44 239 36 37 1046 35 52 182 81 755 48 134 1671 1184 107 417 130 42 508
leaf_count=4055131 40 24 39 5603 26 24 360 5256 21 162 370 44 239 36 37 1046 35 52 182 81 755 48 134 1671 1184 107 417 130 42 508
internal_value=0 -10982 -1125.25 0.277672 952.862 12362 7202.58 621.132 2033.36 -8816.19 -1397.67 -73528.5 2868.25 759.624 -44130.3 7585.85 -27459.1 9239.05 9937.82 22818.5 8229.49 13711.5 11838.6 -3.12768 -3297.57 -9921.39 1975.12 13829.6 -1810.29 -20555.4
internal_weight=0 103 63 4.0737e+06 14511 410 386 14101 8845 632 567 65 8213 5676 73 2537 197 2298 2246 263 1983 937 889 4.05919e+06 4059 1799 2260 547 1713 615
internal_count=4073804 103 63 4073701 14511 410 386 14101 8845 632 567 65 8213 5676 73 2537 197 2298 2246 263 1983 937 889 4059190 4059 1799 2260 547 1713 615
is_linear=0
shrinkage=0.1


Tree=2108
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 4 6 6 3 4 1 1 4 4 1 6 5 6 4 4 1 4 7 5 6 4 6 1 4
split_gain=1.2156e+12 3.0193e+13 6.06553e+13 5.87087e+13 1.5779e+14 1.53586e+14 1.41295e+14 8.55376e+13 6.11744e+13 6.50687e+13 6.064e+13 5.73687e+13 6.4321e+13 1.42748e+14 4.78344e+13 7.49365e+13 4.90529e+13 1.01684e+14 7.37692e+13 4.7168e+13 4.63424e+13 1.2796e+14 6.81741e+13 5.88951e+13 4.92321e+13 4.66769e+13 4.54213e+13 5.33868e+13 4.45412e+13 4.98641e+13
threshold=59.864072000000007 59.882709350000006 30.509101000000005 9.5000000000000018 30.242318500000007 30.370944000000005 16.500000000000004 108.05000000000001 40.490000000000002 1.5000000000000002 17.500000000000004 30.452677500000004 30.472130500000002 19.500000000000004 22.500000000000004 30.157841000000001 77.010000000000005 2.5000000000000004 71.715000000000018 10.500000000000002 20.500000000000004 30.438492500000006 16.500000000000004 6.0000000000000009 2.5000000000000004 48.945000000000007 22.500000000000004 56.505000000000003 30.084656550000002 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 28 14 6 8 11 -6 -10 -8 20 13 -13 16 -16 17 18 -5 -11 21 22 -7 -22 -24 -23 27 -12 29 -2
right_child=1 -3 -4 4 5 7 10 -9 9 19 26 12 -14 -15 15 -17 -18 -19 -20 -21 23 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-16.297506592359696 32405.805128144457 -23.119053239060356 -21927.460589629529 -11228.780554401605 27672.11238111413 -31867.603204037176 -64983.545516854749 190329.07743055557 -14195.877748579547 16746.008466166833 15543.661470342842 7928.4547221456814 1271.2998538643974 121150.49727046065 -25976.820169196002 42191.181184307665 -60813.262488328888 93226.525882090704 -138211.90339095745 108796.03553249534 76754.335297851576 33914.936498185045 10858.623930725871 -11399.884692422047 127438.55024933511 95062.401867290304 -74129.301838235289 149313.30863095238 -4372.9278395473311 -12117.294078526962
leaf_weight=3740823 748 318065 816 1719 207 455 108 27 55 62 103 241 315 207 261 422 205 92 47 545 80 364 158 1439 47 190 34 42 5548 379
leaf_count=3740823 748 318065 816 1719 207 455 108 27 55 62 103 241 315 207 261 422 205 92 47 545 80 364 158 1439 47 190 34 42 5548 379
internal_value=0 183.092 4580.28 6114.34 12232.5 23400.2 55028.5 13022 75120.2 89956.7 -5806.49 11652.7 35896.9 60243.1 -6796.57 16141.6 -14390.7 -9268.78 -14608.3 99393.9 4884.13 19450.1 -10294.7 -6757.13 37586.7 54886.1 29898.1 54290.7 -691.223 17433.1
internal_weight=0 332981 14916 14100 7425 4679 1156 3523 869 662 287 3496 763 448 2746 683 2063 1858 1766 607 2733 1214 660 1519 205 554 179 145 6675 1127
internal_count=4073804 332981 14916 14100 7425 4679 1156 3523 869 662 287 3496 763 448 2746 683 2063 1858 1766 607 2733 1214 660 1519 205 554 179 145 6675 1127
is_linear=0
shrinkage=0.1


Tree=2109
num_leaves=31
num_cat=0
split_feature=4 6 6 4 5 7 6 6 0 4 4 2 0 4 1 1 1 1 0 1 0 0 3 1 4 0 3 0 6 6
split_gain=1.29356e+12 1.01052e+13 3.19308e+13 4.40607e+13 2.71397e+13 6.78722e+13 7.28781e+13 5.20832e+13 7.38807e+13 4.90246e+13 4.81325e+13 4.46791e+13 3.94857e+13 4.52206e+13 3.73457e+13 1.02438e+14 5.83935e+13 5.36739e+13 3.73199e+13 4.40394e+13 3.80241e+13 3.64264e+13 3.5988e+13 3.59529e+13 3.56459e+13 4.49147e+13 3.53773e+13 4.62524e+13 3.53619e+13 3.40605e+13
threshold=10.500000000000002 72.020000000000024 73.995000000000019 6.5000000000000009 2.5000000000000004 6.0000000000000009 59.025000000000013 67.91500000000002 45.177967300000006 8.5000000000000018 7.5000000000000009 3129.5000000000005 45.085557650000005 8.5000000000000018 30.410676000000006 30.277905650000005 37.290808600000013 37.374856000000008 43.472751400000007 39.939672500000007 43.6005307 59.838047850000002 3.5000000000000004 30.303340300000002 7.5000000000000009 55.193450100000007 7.5000000000000009 55.753967500000009 19.050000000000004 64.015000000000015
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 4 3 -3 -1 7 23 8 12 10 -9 18 -6 -14 15 -10 24 -18 19 -11 22 -17 -20 -7 -16 -26 27 -12 -23 -27
right_child=-2 2 -4 -5 5 6 -8 9 14 11 26 -13 13 -15 16 21 17 -19 20 -21 -22 28 -24 -25 25 29 -28 -29 -30 -31
leaf_value=130.09833168416773 -72.818878459634377 10388.240049944168 319.3455010450337 530.4961154160045 3160.3356661792495 99326.925622888521 12920.773021312129 -1434.3466399736189 2530.19235800447 154038.57606770835 65056.740610209003 -2631.9687515233186 11389.76043548362 54722.990121501767 1204.4543769567504 7289.9274301551914 -29044.442981468597 -1156.3046178156931 -201329.14351562501 -6241.3941357421882 -10444.011168148618 98997.228876201931 -30331.277539062503 647.43564972152444 -1500.7351515045557 22654.579594099934 -37595.163625110035 2682.5552224004841 -17874.595432916125 2812.2179974994565
leaf_weight=1828241 1525805 7684 305341 11061 29458 37 7021 26321 6654 30 274 14080 1374 292 9348 664 692 253929 20 40 15474 26 32 17421 1955 2962 71 210 6065 1222
leaf_count=1828241 1525805 7684 305341 11061 29458 37 7021 26321 6654 30 274 14080 1374 292 9348 664 692 253929 20 40 15474 26 32 17421 1955 2962 71 210 6065 1222
internal_value=0 43.6058 565.283 4571.41 -32.4171 -783.336 4316.79 -1119.67 -617.487 -3913.71 -819.832 -6715.68 4007.38 18984.8 -1125.2 -6276.31 -869.479 -1232.1 -10402.4 62450 -10730.9 -14951.1 -96099.7 856.574 5092.32 11012.5 28323.7 37993.6 -17375.7 16859.3
internal_weight=0 2.548e+06 324086 18745 2.22391e+06 395672 24479 371193 314641 56552 26876 29676 31124 1666 283517 13409 270108 254621 15596 70 15526 6755 52 17458 15487 6139 555 484 6091 4184
internal_count=4073804 2547999 324086 18745 2223913 395672 24479 371193 314641 56552 26876 29676 31124 1666 283517 13409 270108 254621 15596 70 15526 6755 52 17458 15487 6139 555 484 6091 4184
is_linear=0
shrinkage=0.1


Tree=2110
num_leaves=31
num_cat=0
split_feature=0 5 0 1 4 6 1 4 6 3 3 4 6 7 4 6 1 1 0 4 6 4 3 0 3 3 6 6 1 4
split_gain=1.51294e+12 1.33212e+13 2.7633e+13 3.78867e+13 3.56625e+13 2.23382e+13 2.15776e+13 2.44057e+13 3.0325e+13 2.09187e+13 2.25988e+13 1.91969e+13 2.17927e+13 3.12979e+13 2.59498e+13 2.09164e+13 1.86496e+13 3.97299e+13 5.62688e+13 7.25783e+13 4.26341e+13 4.19848e+13 4.83518e+13 9.34563e+13 7.22077e+13 4.99148e+13 1.20471e+14 1.69896e+14 1.02827e+14 4.81855e+13
threshold=45.059854000000009 1.5000000000000002 45.036141150000006 40.965343750000009 8.5000000000000018 34.010000000000012 39.105193450000009 17.500000000000004 48.945000000000007 14.500000000000002 13.500000000000002 22.500000000000004 116.05000000000001 6.0000000000000009 21.500000000000004 110.01500000000001 37.425454150000007 38.965413050000002 45.047736150000013 12.500000000000002 91.02500000000002 23.500000000000004 7.5000000000000009 45.036141150000006 5.5000000000000009 8.5000000000000018 83.010000000000005 82.905000000000015 38.958307950000012 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 -1 4 5 -4 -6 -8 -9 10 16 12 15 14 -14 -12 -3 18 21 -20 -21 29 23 -23 -25 26 27 -24 -27 -18
right_child=-2 9 3 -5 6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 19 20 -22 22 25 24 -26 28 -28 -29 -30 -31
leaf_value=-195.32031008402444 20.203050591808946 3514.2200336486039 -4330.0120413116902 8610.9620930358451 -1422.8394190998124 -14503.909256460018 -1227.3163686535438 -28861.468356689387 43521.464990234381 4151.3594574893777 -3873.0634471214539 -26418.439817729071 -75985.615496926228 72117.891654829538 27826.505546875003 73852.765435965412 -1724.5225282326614 663.75035364577741 -6499.1245439276572 -26954.070975466773 -84587.129745565879 -37605.661074845426 -69703.489787946441 35864.80578304598 231788.95182291666 4616.9072131347657 40775.339531250007 -407815.10000000003 -127547.3688676883 13210.309887171019
leaf_weight=128390 3670412 15752 4053 2466 22527 4616 941 871 62 13264 3209 471 122 22 30 35 34415 162787 5223 967 148 187 42 87 24 240 35 23 78 2305
leaf_count=128390 3670412 15752 4053 2466 22527 4616 941 871 62 13264 3209 471 122 22 30 35 34415 162787 5223 967 148 187 42 87 24 240 35 23 78 2305
internal_value=0 -183.825 -878.38 -3346.25 -4237.88 -9747.33 -2280.53 -12590.7 -24051.5 291.632 65.3053 -7491.84 -4883.75 -39361.2 -55496.4 -3034.47 197.505 -55.4221 -2729.88 -11443.4 -34604 -1254.66 -25237.3 5539.98 78226.8 -47178.9 -108802 -189343 -27800.7 -787.028
internal_weight=0 403392 163926 35536 33070 8669 24401 1874 933 239466 226202 3889 3418 174 152 3244 222313 206561 43774 6338 1115 37436 716 298 111 418 100 65 318 36720
internal_count=4073804 403392 163926 35536 33070 8669 24401 1874 933 239466 226202 3889 3418 174 152 3244 222313 206561 43774 6338 1115 37436 716 298 111 418 100 65 318 36720
is_linear=0
shrinkage=0.1


Tree=2111
num_leaves=31
num_cat=0
split_feature=0 1 1 6 0 1 1 0 6 1 6 4 6 4 3 4 6 6 7 4 0 3 4 4 6 6 6 6 1 4
split_gain=1.74596e+12 8.49051e+12 4.13582e+13 4.2394e+13 2.91729e+13 2.78654e+13 2.87603e+13 2.39341e+13 4.29731e+13 7.26145e+13 4.64611e+13 3.56126e+13 4.77823e+13 2.5279e+13 2.42981e+13 5.93534e+13 2.34149e+13 3.92781e+13 3.80244e+13 2.42566e+13 1.2927e+14 3.0445e+13 2.38495e+13 2.28956e+13 2.21305e+13 6.02831e+13 5.28091e+13 2.29146e+13 2.13576e+13 2.396e+13
threshold=44.895258050000002 37.755233900000007 37.740454950000007 66.50500000000001 44.685196900000008 38.066230450000006 37.780517050000007 44.685196900000008 95.045000000000016 37.768783500000005 116.05000000000001 5.5000000000000009 70.50500000000001 12.500000000000002 4.5000000000000009 6.5000000000000009 39.810000000000009 55.405000000000008 6.0000000000000009 4.5000000000000009 44.601833250000006 1.5000000000000002 3.5000000000000004 20.500000000000004 87.395000000000024 95.045000000000016 91.02500000000002 75.010000000000005 37.804148700000006 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 7 11 -9 10 -10 24 13 -13 15 -11 28 18 19 20 21 -18 -22 -15 27 26 -26 -3 -8 -30
right_child=-2 5 3 4 -6 -7 16 8 9 14 -12 12 -14 23 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-650.68407054838303 15.20408542753599 5786.4327863073058 -8461.3143943649211 42624.063275669643 -53217.651144257921 -522.65337757586212 3870.3348065658911 1643.6613296919052 55164.055085227279 164274.09748641305 -71579.956780705688 -17623.075718399425 -37289.394023563662 8940.8860103634343 137499.97895368302 -54331.890017361118 67364.627884009577 2868.5107942425616 -3969.9154420878217 17362.416465596016 -26075.632974694294 189762.01402277543 39362.551729781546 -25441.392645263673 28069.210958059208 -8621.7877436755953 198320.37181361608 -49577.355156250007 -3409.2077847440887 -40565.751776288009
leaf_weight=30384 3865320 1141 2554 35 343 149796 1947 8108 55 23 61 1054 612 1124 70 27 31 5309 821 3430 115 59 108 234 38 105 35 80 526 259
leaf_count=30384 3865320 1141 2554 35 343 149796 1947 8108 55 23 61 1054 612 1124 70 27 31 5309 821 3430 115 59 108 234 38 105 35 80 526 259
internal_value=0 -281.886 -1745.18 -13087.3 -44343.4 -3.57523 3061.06 -284.333 2868.02 44932.2 -11485.8 -6231.26 -12334.5 -6002.67 99469.5 46226.9 6449.44 8716.64 15519.4 19794.2 46443.2 147603 5616.4 3016.4 6961.18 39902 109696 2158.99 -1743.86 -15668.5
internal_weight=0 208484 33316 2932 378 175168 25372 12767 8344 236 116 4423 3024 2412 120 50 12605 9873 4564 3743 313 90 223 1358 1399 178 73 1221 2732 785
internal_count=4073804 208484 33316 2932 378 175168 25372 12767 8344 236 116 4423 3024 2412 120 50 12605 9873 4564 3743 313 90 223 1358 1399 178 73 1221 2732 785
is_linear=0
shrinkage=0.1


Tree=2112
num_leaves=31
num_cat=0
split_feature=6 0 0 6 1 4 3 4 6 4 1 6 6 6 1 1 3 4 6 4 1 4 1 4 4 0 3 6 4 4
split_gain=1.46966e+12 7.8977e+12 2.22512e+13 4.31459e+13 4.08074e+13 3.38448e+13 1.97601e+13 3.15011e+13 2.09971e+13 2.05635e+13 2.90698e+13 2.5738e+13 2.81018e+14 1.10438e+14 1.06656e+14 7.20337e+13 7.04051e+13 7.02695e+13 8.26733e+13 5.97676e+13 1.17965e+14 6.6435e+13 5.89167e+13 5.08226e+13 4.74766e+13 4.50871e+13 4.1593e+13 3.57006e+13 3.29839e+13 3.56058e+13
threshold=88.00500000000001 44.739668300000005 44.878071950000013 118.04500000000002 37.318079750000003 2.5000000000000004 12.500000000000002 14.500000000000002 142.05000000000004 6.5000000000000009 39.939672500000007 102.04000000000001 106.49500000000002 99.050000000000011 39.763755750000009 37.740454950000007 8.5000000000000018 11.500000000000002 110.01500000000001 10.500000000000002 39.777866350000004 18.500000000000004 39.718675700000013 8.5000000000000018 8.5000000000000018 44.046956350000009 9.5000000000000018 149.05000000000004 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 6 3 4 -3 -5 9 8 -8 -2 11 13 19 28 15 -15 -14 26 -19 24 21 22 -21 -17 -13 -26 -18 -20 -11 -30
right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12 12 16 14 -16 23 17 18 27 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=14.680694044777344 -1635.834703023053 69698.604956454932 -365.43642173129342 27885.548093750003 -18732.881042243767 -103638.06158854166 -37268.901337967523 -4490.3351344925477 -139259.50968424481 -54821.781840701216 1749.311374332992 -108288.24167877907 39054.68847510327 214161.15566406251 196744.19593897407 148808.09676649305 -18123.962843750003 137707.05618286133 -34245.054427775933 -156735.37457906789 48862.983669354842 -66898.124431818185 -325760.6276367188 24063.530286615547 121401.58013392857 -56502.381896551728 -127415.53652644233 68055.594346245663 72355.66994432472 6036.3766376072963
leaf_weight=3844148 6788 61 211038 25 361 90 127 1004 24 82 6830 43 870 24 53 36 75 48 141 58 31 44 32 352 28 29 65 45 87 1165
leaf_count=3844148 6788 61 211038 25 361 90 127 1004 24 82 6830 43 870 24 53 36 75 48 141 58 31 44 32 352 28 29 65 45 87 1165
internal_value=0 -245.736 -417.167 -20747.2 -5950.13 -75046 1760.27 -10895 -53479.3 2623.84 5475.95 13170.3 3539.22 21248.9 63214.5 46037.2 23456.7 -12827.3 20700.4 -89960.3 -126932 -167601 -216833 35637.8 -28957.2 30889 -68866.5 -9494.9 6620.64 10644.8
internal_weight=0 229656 211575 537 422 115 18081 1155 151 16926 10138 3308 1509 1799 465 412 1244 374 234 265 165 134 90 388 100 57 140 186 1334 1252
internal_count=4073804 229656 211575 537 422 115 18081 1155 151 16926 10138 3308 1509 1799 465 412 1244 374 234 265 165 134 90 388 100 57 140 186 1334 1252
is_linear=0
shrinkage=0.1


Tree=2113
num_leaves=31
num_cat=0
split_feature=0 1 1 6 4 5 3 4 6 7 6 6 6 4 4 4 4 1 0 1 1 6 6 4 5 6 4 4 4 0
split_gain=1.54883e+12 3.98849e+13 6.28601e+13 4.80953e+13 4.42318e+13 4.7711e+13 4.10448e+13 3.86359e+13 3.78958e+13 3.68339e+13 3.40877e+13 4.16268e+13 7.41517e+13 4.5778e+13 4.01427e+13 3.2949e+13 3.78377e+13 3.14481e+13 3.1135e+13 4.05065e+13 1.86814e+14 6.20759e+13 5.79579e+13 5.43988e+13 9.21504e+13 7.14103e+13 4.92882e+13 6.50527e+13 3.84953e+13 3.65527e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 45.305000000000007 7.5000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 48.810000000000009 6.0000000000000009 99.050000000000011 66.010000000000005 73.00500000000001 13.500000000000002 8.5000000000000018 14.500000000000002 16.500000000000004 38.011626600000007 44.046956350000009 41.966773150000002 39.079932600000006 95.045000000000016 69.605000000000004 14.500000000000002 2.5000000000000004 77.565000000000012 12.500000000000002 15.500000000000002 2.5000000000000004 44.249882500000005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 17 -8 -1 11 14 13 -13 -10 -12 -17 -5 -4 20 21 23 28 -20 25 -25 -23 -28 -22 -21
right_child=-2 2 18 4 6 -7 8 -9 10 -11 15 12 -14 -15 -16 16 -18 -19 19 29 22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-12241.549187570085 11.803597989399064 -4348.033004486525 189.77667350684249 8787.4355054450771 -32573.905714026165 -95017.670457848842 -19079.55974628713 8571.3134503962883 73847.81735058593 -69494.79966607863 47498.529405656649 115605.02260044643 50621.708229980468 278349.78859374998 17887.309150281206 -100155.26503698471 45096.411045258625 139238.06588541667 -2104.932782424959 1635.7208770183458 -2310.7228415485965 22344.519374037474 -68096.015414289199 -46561.474799009811 -200654.81691964285 141054.43722826088 266272.03750000003 28322.510069444445 -31475.515447694914 -34810.848973267472
leaf_weight=1198 3929793 1316 112129 33 86 43 101 1782 200 124 79 56 180 25 357 47 29 42 10888 11367 590 487 350 172 35 23 20 27 1943 282
leaf_count=1198 3929793 1316 112129 33 86 43 101 1782 200 124 79 56 180 25 357 47 29 42 10888 11367 590 487 350 172 35 23 20 27 1943 282
internal_value=0 -322.098 -161.911 11638.2 18513.3 9119.11 33900.3 11530.5 39223.2 -17611.7 45275.2 53422.8 86377.5 165835 37980.8 2276.66 -44730.3 81839.8 -535.247 -3640.05 -7161.17 -1521.95 -29952.8 -3121.58 -51248.9 -24432.4 31782.6 129578 -24682.3 753.419
internal_weight=0 144011 142689 4376 3060 1900 1160 1857 1074 1322 973 818 261 81 557 155 76 75 138313 26184 14535 11652 2883 11118 230 195 534 47 2533 11649
internal_count=4073804 144011 142689 4376 3060 1900 1160 1857 1074 1322 973 818 261 81 557 155 76 75 138313 26184 14535 11652 2883 11118 230 195 534 47 2533 11649
is_linear=0
shrinkage=0.1


Tree=2114
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 6 6 6 6 6 2 5 3 1 1 1 6 3 6 4 4 6 4 4 6 6 4 2 4 6
split_gain=1.45573e+12 1.92775e+13 6.45529e+13 4.45217e+13 1.95939e+14 5.31162e+13 3.92979e+13 3.84655e+13 3.51737e+13 3.76591e+13 3.24527e+13 4.47098e+13 4.8223e+13 2.94514e+13 7.64717e+13 5.18683e+13 3.20065e+13 2.81231e+13 5.08781e+13 3.1305e+13 2.81077e+13 2.41391e+13 1.96311e+13 6.54209e+13 2.3197e+13 1.95154e+13 1.94044e+13 1.7947e+13 1.73764e+13 3.45852e+13
threshold=43.687280500000007 44.046956350000009 17.500000000000004 40.965343750000009 39.625203600000013 30.425000000000001 96.050000000000011 69.605000000000004 134.05000000000004 110.01500000000001 3999.0000000000005 4.5000000000000009 3.5000000000000004 43.047633000000012 43.56803845000001 43.997056950000008 92.02500000000002 1.5000000000000002 99.050000000000011 5.5000000000000009 6.5000000000000009 67.00500000000001 5.5000000000000009 6.5000000000000009 49.010000000000012 78.605000000000004 4.5000000000000009 9613.5000000000018 4.5000000000000009 62.625000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 21 9 13 11 12 -10 -5 16 27 20 25 -19 -20 28 26 24 -24 -7 -9 -2 -16 29 -15
right_child=1 -3 -4 8 5 6 -8 17 10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-385.10882170446428 -9276.2365231821223 -4.8341972201335945 141089.30503216913 -2701.4316977285994 -6675.9615705818978 47177.750652689872 -38468.417734375005 -20936.169812011722 39156.170687705591 -39673.973191886114 -38860.768134498598 -16473.249565972223 198468.91969572369 10861.062244142195 -95465.434259259258 -223.22083481740356 67012.777951049808 -32598.643477179659 -30030.563210227272 117221.43521205358 30029.396150469969 90857.778819444458 242143.19287610176 65189.638665364582 115039.16486412434 -139448.63716856061 13931.175764207717 -32677.117635371771 -458.96562307979286 72159.272679759844
leaf_weight=95846 478 3961675 34 8200 58 79 20 24 38 232 32 36 38 623 54 1837 128 269 22 42 907 36 39 45 139 33 1463 290 979 108
leaf_count=95846 478 3961675 34 8200 58 79 20 24 38 232 32 36 38 623 54 1837 128 269 22 42 907 36 39 45 139 33 1463 290 979 108
internal_value=0 9.27892 3443.02 3155 14759.9 81415.9 97283.3 4058.92 793.966 264.033 49952.6 75327.8 118813 969.931 7081.42 -6896.63 18187.5 -24642.8 -13532.8 66603.6 15799.4 9720.86 106274 147347 90447.2 -89548.7 8216.01 -42533.4 8251.65 19917.4
internal_weight=0 3.97796e+06 16283 16249 2747 380 322 2367 13502 13358 144 112 76 13126 4926 2181 2745 390 333 64 2617 1977 302 84 218 57 1941 344 1710 731
internal_count=4073804 3977958 16283 16249 2747 380 322 2367 13502 13358 144 112 76 13126 4926 2181 2745 390 333 64 2617 1977 302 84 218 57 1941 344 1710 731
is_linear=0
shrinkage=0.1


Tree=2115
num_leaves=31
num_cat=0
split_feature=1 5 6 6 6 6 0 3 6 6 0 4 7 4 6 6 0 4 3 3 5 3 3 3 6 6 4 6 6 5
split_gain=1.43448e+12 8.2239e+12 1.35771e+13 2.15658e+13 1.96508e+13 2.04744e+13 3.28182e+13 1.63471e+13 1.37796e+13 1.22359e+13 1.25326e+13 1.85103e+13 1.2172e+13 1.18061e+13 1.13674e+13 2.70303e+13 2.9166e+13 2.84952e+13 1.53892e+13 1.92838e+13 1.53507e+13 1.31415e+13 1.20472e+13 2.30183e+13 2.89171e+13 3.51748e+13 3.42125e+13 5.18815e+13 7.12636e+13 4.27442e+13
threshold=30.084656550000002 1.5000000000000002 82.00500000000001 79.710000000000022 74.015000000000015 55.405000000000008 54.724612400000005 8.5000000000000018 54.710000000000008 55.805000000000007 59.939085000000013 8.5000000000000018 6.0000000000000009 16.500000000000004 91.02500000000002 92.02500000000002 54.73499850000001 7.5000000000000009 14.500000000000002 12.500000000000002 2.5000000000000004 16.500000000000004 3.5000000000000004 4.5000000000000009 94.02500000000002 97.020000000000024 6.5000000000000009 112.00500000000001 128.05000000000004 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 3 4 5 8 7 -7 13 -8 11 -11 -12 -1 21 16 17 -16 19 22 -19 -3 -17 -24 -25 -26 27 -27 -29 -30
right_child=-2 14 -4 -5 -6 6 9 -9 -10 10 12 -13 -14 -15 15 18 -18 20 -20 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=231.66854926958618 6.7785859106017998 -2027.0032567746493 -75589.753804347827 105073.94927734375 -70660.237032277961 35526.070654889932 46615.074214504079 109484.15620404412 -55200.933154296879 -87891.737500000003 35128.190154474432 -9071.6232211243878 -43941.410187500005 12072.315395867006 150585.42553710938 7542.7900227973123 -18694.094985170719 -36738.513310546878 75534.655775669657 -59379.990775240389 63446.335540865388 -32103.591842693175 -16865.970829899787 -46977.571774464741 44726.564147378798 114475.73138860888 -5663.5595158456463 -58020.759117647067 117930.99287909835 -23349.035795454547
leaf_weight=16630 4021329 29194 23 20 38 247 46 34 44 37 88 153 25 887 32 2062 54 20 28 52 65 146 794 106 214 62 1195 85 61 33
leaf_count=16630 4021329 29194 23 20 38 247 46 34 44 37 88 153 25 887 32 2062 54 20 28 52 65 146 794 106 214 62 1195 85 61 33
internal_value=0 -519.465 1193.32 1290.09 1176.22 1326.28 19038.9 44474.7 690.846 -1441.01 -8736.66 -24420.8 17634.9 831.238 -1434.47 3043.44 42096.5 70153.6 1620.16 1176.42 39873.4 -2176.67 1859.19 -2736.73 3652 6904.57 1268.14 35639 8332.45 68332.7
internal_weight=0 52475 18272 18249 18229 18191 630 281 17561 349 303 190 113 17517 34203 4863 171 117 4692 4664 85 29340 4612 2550 1756 1650 1436 241 179 94
internal_count=4073804 52475 18272 18249 18229 18191 630 281 17561 349 303 190 113 17517 34203 4863 171 117 4692 4664 85 29340 4612 2550 1756 1650 1436 241 179 94
is_linear=0
shrinkage=0.1


Tree=2116
num_leaves=31
num_cat=0
split_feature=0 0 6 4 5 1 6 4 6 3 3 4 1 6 0 6 4 6 4 6 5 6 6 3 6 6 3 6 1 0
split_gain=1.40151e+12 7.4918e+12 2.62945e+13 5.0048e+13 3.14644e+13 2.52761e+13 3.99862e+13 2.22306e+13 2.35277e+13 2.07949e+13 1.80418e+13 3.58896e+13 7.37582e+13 3.68807e+13 2.04384e+13 2.9634e+13 1.67464e+13 1.56216e+13 1.866e+13 5.21441e+13 3.5264e+13 3.04447e+13 2.41866e+13 2.48543e+13 2.10994e+13 2.08135e+13 2.9451e+13 2.47456e+13 1.51001e+13 1.36998e+14
threshold=44.895258050000002 44.739668300000005 76.605000000000004 20.500000000000004 2.5000000000000004 37.331232350000008 156.15000000000003 2.5000000000000004 118.04500000000002 12.500000000000002 1.5000000000000002 4.5000000000000009 37.318079750000003 104.01000000000001 44.878071950000013 130.05000000000004 18.500000000000004 189.00000000000003 11.500000000000002 116.05000000000001 3.5000000000000004 114.05000000000001 83.010000000000005 2.5000000000000004 87.395000000000024 90.045000000000016 7.5000000000000009 95.045000000000016 39.366401150000009 44.249882500000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 7 -7 -9 10 14 12 13 -12 -6 -16 -11 18 19 22 -21 24 -13 -24 -20 26 -25 -27 -1 -30
right_child=-2 2 3 -5 5 6 -8 8 -10 16 11 17 -14 -15 15 -17 -18 -19 21 20 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=1486.4646934131542 13.62200892599814 -779.73028407382799 -31252.737764389512 103000.41280838817 36841.287212309973 21449.525029089098 -140818.98707932694 -17176.030635868854 -88797.982034364046 -12697.032126913266 74460.51631155303 -28792.543355172584 210961.99780092595 -95062.878645833349 -77798.22380340191 58466.660234374998 -111987.36240985578 87522.009366508166 39905.757338384938 -114303.52587439906 -3219.1814644607844 85538.501544004495 78196.375713926376 67517.867198000677 -33702.129510416671 -76336.842465277776 -56731.892675781251 11026.065352235993 67.042324370533919 -17459.915745706945
leaf_weight=49464 3865320 29718 677 38 37 141 26 717 49 49 33 122 27 21 79 20 26 23 81 65 51 66 66 93 75 45 24 116 121906 4629
leaf_count=49464 3865320 29718 677 38 37 141 26 717 49 49 33 122 27 21 79 20 26 23 81 65 51 66 66 93 75 45 24 116 121906 4629
internal_value=0 -252.554 -1647.86 -10971.7 -12558.7 -6391.19 -18545.8 -15040.7 -21757.6 3743.08 7396.87 12484.5 76010.5 8534.75 -26570.6 -50270 -47117.7 6262.49 3937.9 -5471.09 -65464.7 28604.7 9462.95 23030.3 4517.35 9933.32 42030.7 -13392.1 4.98526 -574.142
internal_weight=0 208484 32485 2767 2729 2052 933 907 766 1119 1044 908 81 54 136 99 75 827 804 582 116 222 466 344 156 278 117 161 175999 126535
internal_count=4073804 208484 32485 2767 2729 2052 933 907 766 1119 1044 908 81 54 136 99 75 827 804 582 116 222 466 344 156 278 117 161 175999 126535
is_linear=0
shrinkage=0.1


Tree=2117
num_leaves=31
num_cat=0
split_feature=0 1 1 6 4 4 3 6 6 4 6 3 6 7 1 1 0 6 4 3 4 6 6 6 1 4 0 4 0 1
split_gain=1.44579e+12 3.28385e+13 4.969e+13 4.24819e+13 3.46262e+13 4.022e+13 1.20031e+14 5.90622e+13 5.46613e+13 3.84198e+13 3.91928e+13 3.25898e+13 3.1812e+13 2.98354e+13 2.9526e+13 4.57391e+13 8.84326e+13 1.13848e+14 7.31499e+13 6.42662e+13 5.79727e+13 5.4262e+13 1.05939e+14 7.51426e+13 1.20949e+14 7.4996e+13 8.21092e+13 8.53863e+13 7.25288e+13 9.24796e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 39.810000000000009 7.5000000000000009 3.5000000000000004 2.5000000000000004 138.05000000000004 57.995000000000012 8.5000000000000018 47.805000000000007 1.5000000000000002 100.05000000000001 6.0000000000000009 39.908802000000009 39.749243900000003 43.6005307 100.05000000000001 9.5000000000000018 7.5000000000000009 8.5000000000000018 100.05000000000001 105.00500000000001 52.015000000000008 39.763755750000009 3.5000000000000004 43.472751400000007 10.500000000000002 43.550475500000012 39.803839700000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 -7 -5 -6 -11 -12 -10 -1 15 18 21 -18 19 -4 -21 23 -23 -17 -25 -24 27 -27 29 -26
right_child=-2 2 14 4 9 7 -8 -9 12 10 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 25 24 28 26 -28 -29 -30 -31
leaf_value=-11166.235107704633 11.404207312304228 -15634.402465360612 -2829.6138817750198 110062.19662690035 50573.827706599972 5810.3209732615924 287625.32748046878 -148721.31112500001 -111087.17683105469 -31926.30907498558 -49375.304052734376 29838.178134104128 47310.448288690473 -62694.160827242944 615.05640449442444 1643.2127059699233 -26099.870882192343 -208440.45914620536 5728.3216031896491 -74541.840823815874 -15126.247869784875 160126.49220170456 126154.95149872451 18407.289448628937 90385.689554687502 -245153.57892127405 21431.557273960512 -19303.65344082447 -56867.841306847491 -24025.380510482413
leaf_weight=1198 3929793 551 29195 37 454 2315 20 25 32 149 56 716 21 124 87533 4437 1581 35 11614 223 623 55 49 636 75 26 239 47 727 1218
leaf_count=1198 3929793 551 29195 37 454 2315 20 25 32 149 56 716 21 124 87533 4437 1581 35 11614 223 623 55 49 636 75 26 239 47 727 1218
internal_value=0 -311.2 -165.85 10325.5 14065.1 6937.31 66032.2 4159.34 16789.2 26765.5 15029.4 24092.1 -48325.9 -15999.4 -497.78 -2416.05 -8828.36 -30049.1 -1011.36 -3616.96 -30787.8 -4261.49 30840 -6320.17 -19623.4 11142.6 -6920.26 -99743.4 -31597.5 -17389
internal_weight=0 144011 142689 4376 3825 2450 110 2340 90 1375 921 772 53 1322 138313 50780 9125 1616 41655 30041 846 7509 416 7093 2656 361 312 73 2020 1293
internal_count=4073804 144011 142689 4376 3825 2450 110 2340 90 1375 921 772 53 1322 138313 50780 9125 1616 41655 30041 846 7509 416 7093 2656 361 312 73 2020 1293
is_linear=0
shrinkage=0.1


Tree=2118
num_leaves=31
num_cat=0
split_feature=1 1 6 6 0 4 4 6 3 6 6 4 3 4 5 7 5 4 6 3 3 6 4 0 6 6 6 4 6 6
split_gain=1.37097e+12 5.29911e+12 1.55872e+13 4.76606e+13 3.36561e+13 4.10965e+13 7.43874e+13 4.55006e+13 4.20735e+13 3.3069e+13 3.95702e+13 3.71864e+13 3.10045e+13 2.52006e+13 4.4222e+13 2.41594e+13 2.33008e+13 2.30889e+13 4.17409e+13 2.29401e+13 2.66751e+13 2.87775e+13 2.45607e+13 2.23671e+13 3.63911e+13 2.12238e+13 3.67824e+13 2.59656e+13 1.97611e+13 2.08375e+13
threshold=20.507515800000004 30.084656550000002 94.02500000000002 98.020000000000024 54.724612400000005 11.500000000000002 8.5000000000000018 125.02000000000002 2.5000000000000004 82.905000000000015 84.810000000000016 11.500000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 6.0000000000000009 2.5000000000000004 18.500000000000004 108.05000000000001 6.5000000000000009 7.5000000000000009 90.045000000000016 2.5000000000000004 54.724612400000005 95.045000000000016 108.05000000000001 110.01500000000001 7.5000000000000009 100.05000000000001 104.01000000000001
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 9 13 5 6 7 12 -8 -2 11 -11 16 -4 -15 -13 -5 18 -7 22 -21 -22 -12 24 -16 -18 -27 -28 -6 -30
right_child=1 -3 3 4 28 17 8 -9 -10 10 19 15 -14 14 23 -17 25 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=820.64308470168146 -1078.5107693295729 6.1333832323408162 90359.881487542239 -64183.8887661638 -47856.021998697921 -5179.0622884114591 246270.3747159091 60454.256790865387 67737.870833333334 -61824.678320312501 73368.572026209673 -49624.691666666673 51599.041352739732 -99370.628305288468 152694.44340049344 91213.064278017249 -90624.904172585229 24590.498749999999 -198229.99992559524 75882.147908266139 20499.24313589243 -72755.784158761162 -16920.64513893448 21269.713222490733 13367.416913006758 119650.16111111111 -52134.787921626987 47979.070525568182 25441.858190524195 -11085.3313500187
leaf_weight=20256 28249 4021329 74 87 120 24 22 156 33 270 31 21 73 26 38 29 22 25 21 62 156 42 1071 236 37 27 63 44 186 974
leaf_count=20256 28249 4021329 74 87 120 24 22 156 33 270 31 21 73 26 38 29 22 25 21 62 156 42 1071 236 37 27 63 44 186 974
internal_value=0 -4.10084 -1281.46 6673.91 -79.7694 19527.5 29089.7 16264.8 139151 -1889.59 -15511.5 -47155 -5550.24 37517.3 25913.9 32061.2 -22718.5 -52462.4 -95269.5 -8076.91 18641.7 717.874 -14380.7 36387.9 83959.8 406.371 15351.8 -10966.5 -9224.73 -5228.39
internal_weight=0 4.05355e+06 32219 2288 1877 597 527 472 55 29931 1682 320 316 411 337 50 243 70 45 1362 260 198 1102 311 75 156 134 107 1280 1160
internal_count=4073804 4053548 32219 2288 1877 597 527 472 55 29931 1682 320 316 411 337 50 243 70 45 1362 260 198 1102 311 75 156 134 107 1280 1160
is_linear=0
shrinkage=0.1


Tree=2119
num_leaves=31
num_cat=0
split_feature=6 3 2 5 4 3 4 2 4 6 6 0 0 2 5 6 6 2 1 2 6 1 3 0 0 7 0 6 1 2
split_gain=1.37616e+12 7.62404e+12 1.40267e+13 4.37746e+13 3.94513e+13 5.30337e+13 2.67802e+13 3.61014e+13 3.44877e+13 7.95015e+13 5.33787e+13 6.09641e+13 3.67106e+13 5.08654e+13 2.6791e+13 3.51269e+13 3.37245e+13 3.36499e+13 3.74228e+13 3.03579e+13 3.11316e+13 3.00793e+13 2.57358e+13 3.7033e+13 3.19755e+13 4.20388e+13 3.68197e+13 2.56359e+13 2.36721e+13 2.34189e+13
threshold=88.00500000000001 3.5000000000000004 36.000000000000007 2.5000000000000004 6.5000000000000009 2.5000000000000004 15.500000000000002 1250.5000000000002 13.500000000000002 142.05000000000004 134.05000000000004 50.556058150000005 55.061158000000006 7457.0000000000009 3.5000000000000004 97.020000000000024 94.02500000000002 915.50000000000011 65.593879100000024 3062.5000000000005 130.05000000000004 60.605526900000008 2.5000000000000004 57.113979900000011 59.963561900000009 6.0000000000000009 59.856552950000008 94.02500000000002 56.02161850000001 1696.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 10 12 -12 -10 22 19 16 -16 -18 -19 28 -21 -22 -14 -24 25 26 -25 -26 -8 -9
right_child=1 -3 6 -5 5 -7 14 8 9 -11 11 -13 13 -15 15 -17 17 18 -20 20 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=14.206061397845424 36604.557896959464 149.86825280910963 -10159.528693816057 8264.8147158955926 -43774.852286783862 -221178.34849520598 -4421.0798381471423 70894.273225203811 -1154.2416957948267 -68532.124605978257 239649.71676136364 41625.502734375004 9270.233498343443 148364.82027772846 13752.326804725797 -1221.0238973745188 188560.69856770834 67.228925356657612 161175.19406622025 -14173.688801349246 -107497.50401746962 -16709.534974134291 896.53829580142792 76249.04463574219 71670.214397321441 18073.643073095034 182798.21963297529 -55910.230045572913 84664.02687500001 -488.74033455997426
leaf_weight=3844148 37 158091 3670 2828 72 22 5208 46 902 115 22 53 624 33 204 1599 24 46 21 2944 72 74 151 100 28 73 48 36 30 52483
leaf_count=3844148 37 158091 3670 2828 72 22 5208 46 902 115 22 53 624 33 204 1599 24 46 21 2944 72 74 151 100 28 73 48 36 30 52483
internal_value=0 -237.791 -1094.15 5647.03 -50865.2 -85294.8 -1384.9 -558.203 85.816 12395.8 16891.8 99712.6 13778.2 26101.2 -6106.68 4628.45 36334.6 86958.6 50563.8 -8548.12 -16409 -61481.7 22294.9 40935.7 62149.4 80174.6 110806 -93.7856 -3910.86 -426.23
internal_weight=0 229656 71565 2959 131 94 68606 58384 54714 2185 2070 75 1995 1093 10222 1894 295 91 67 8328 3090 146 1060 436 285 221 148 64 5238 52529
internal_count=4073804 229656 71565 2959 131 94 68606 58384 54714 2185 2070 75 1995 1093 10222 1894 295 91 67 8328 3090 146 1060 436 285 221 148 64 5238 52529
is_linear=0
shrinkage=0.1


Tree=2120
num_leaves=31
num_cat=0
split_feature=6 3 0 3 1 0 3 1 2 1 0 3 2 1 5 3 7 0 0 0 2 1 1 0 0 6 4 4 3 5
split_gain=1.38411e+12 1.11105e+13 1.07776e+13 1.06302e+13 1.89004e+13 1.97134e+13 1.61214e+13 2.71627e+13 2.68891e+13 2.35084e+13 3.40841e+13 1.78504e+13 4.16899e+13 3.64186e+13 1.74249e+13 2.38525e+13 3.55355e+13 2.47033e+13 4.03346e+13 4.7926e+13 4.01018e+13 2.13929e+13 2.12222e+13 3.0082e+13 3.35034e+13 3.71831e+13 3.45422e+13 1.90453e+13 1.70719e+13 1.70652e+13
threshold=189.00000000000003 24.500000000000004 45.125532050000011 17.500000000000004 38.958307950000012 55.728148450000006 15.500000000000002 82.948524700000021 2421.5000000000005 38.948208550000011 45.040161900000008 12.500000000000002 5261.5000000000009 39.231261550000006 5.5000000000000009 8.5000000000000018 6.0000000000000009 44.878071950000013 47.245981600000007 53.175387700000009 2970.5000000000005 50.213874250000011 49.095306150000006 55.812023600000011 53.506098950000009 247.90000000000001 8.5000000000000018 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 3 -3 6 5 -5 11 8 -8 -10 -11 14 13 29 21 16 17 28 -19 -20 -21 22 -2 24 26 -26 -24 -22 -16 -13
right_child=1 2 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15 15 -17 -18 18 19 20 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.3523365186733534 -3933.9334192636111 9639.1680366847831 -79533.819199810619 -42470.18571742958 36873.616647573617 69927.40875488281 -119042.83031994049 -109814.796875 73116.530078124997 -86084.600542091837 13134.406434553761 -11470.679239430148 130938.83565290179 -59784.838602539065 116056.15453125001 82333.848668981489 -99258.978385416674 -87244.758988131012 170532.6252734375 35693.454134685679 -2643.869140625 6487.2351485036215 68282.460775417756 67366.663281250003 -132710.29046321131 4510.0266880580357 -63137.086449652787 -106238.50714285714 9373.0531250000004 76686.209779013356
leaf_weight=4067180 2786 23 33 71 208 20 21 32 36 49 118 34 35 50 40 54 27 39 20 171 36 2400 36 24 67 28 45 35 24 62
leaf_count=4067180 2786 23 33 71 208 20 21 32 36 49 118 34 35 50 40 54 27 39 20 171 36 2400 36 24 67 28 45 35 24 62
internal_value=0 1444.35 -42909.2 1822.52 20243.7 -17767.4 943.916 -23633.1 -11321.4 -177.785 -15977.8 1990.27 32918 9419.86 1030.4 20025.6 11442.3 19631.1 7635.08 21758.4 9463.03 -542.533 -6192.72 -37657.5 -51979 -92266.4 -4728.4 -53711.6 76050 45464
internal_weight=0 6624 56 6568 299 91 6269 256 224 203 167 6013 181 146 5832 446 392 365 301 262 242 5386 2986 200 176 95 81 71 64 96
internal_count=4073804 6624 56 6568 299 91 6269 256 224 203 167 6013 181 146 5832 446 392 365 301 262 242 5386 2986 200 176 95 81 71 64 96
is_linear=0
shrinkage=0.1


Tree=2121
num_leaves=31
num_cat=0
split_feature=4 3 0 6 1 0 0 6 1 6 1 5 1 6 1 1 1 6 1 0 6 5 6 0 6 1 7 0 1 1
split_gain=1.29663e+12 9.51529e+12 2.74049e+13 3.25346e+13 3.18143e+13 3.78238e+13 4.0664e+13 3.7373e+13 2.55694e+13 6.00263e+13 3.4125e+13 2.4623e+13 2.44272e+13 5.40841e+13 3.05782e+13 5.65374e+13 5.30414e+13 3.5505e+13 2.77466e+13 2.26376e+13 6.9792e+13 7.95012e+13 3.24113e+13 4.62025e+13 2.0046e+13 1.95376e+13 2.16574e+13 3.94253e+13 2.39393e+13 4.80103e+13
threshold=10.500000000000002 9.5000000000000018 56.262014700000009 87.395000000000024 82.968544750000021 54.944948950000004 44.990874950000006 106.49500000000002 39.939672500000007 95.045000000000016 43.047633000000012 3.5000000000000004 37.873748150000004 105.00500000000001 82.901648750000021 82.911604200000014 82.860505900000007 125.02000000000002 45.71452080000001 56.342669500000007 69.605000000000004 3.5000000000000004 73.00500000000001 56.324067350000007 94.02500000000002 38.430814800000007 6.0000000000000009 55.685785750000008 37.682335600000009 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -8 9 -5 -10 -6 13 -7 16 -16 17 18 -14 20 -4 22 -22 -24 -20 26 -3 -28 29 -29
right_child=-2 2 19 4 11 12 7 -9 10 -11 -12 -13 14 -15 15 -17 -18 -19 24 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=76.41595912810655 -72.905191140703138 -13211.071148951856 2009.9406376316238 63726.24918478261 -2681.2656658203127 -22050.848567708337 -4674.6116626961884 53615.646464308644 99484.104110054352 -120940.81226562499 -30440.395396706586 50586.965491071431 64457.293323037789 -199066.16919642859 -108796.95584918477 -25069.582004484953 121766.7794642857 -112561.28436986019 -55025.155800824461 3011.0933023082557 200601.74431818182 -36593.840618766626 29384.809977489407 166612.87450706845 -2832.9593004850417 -900.52404092609549 -5104.366924164261 27671.413170166019 10106.955246667696 198402.57723214288
leaf_weight=2476825 1525805 2479 460 23 500 45 446 146 23 75 167 105 43 28 115 270 28 38 113 6502 33 47 59 42 211 58568 483 40 57 28
leaf_count=2476825 1525805 2479 460 23 500 45 446 146 23 75 167 105 43 28 115 270 28 38 113 6502 33 47 59 42 211 58568 483 40 57 28
internal_value=0 43.6574 -1096.33 -1751.71 -13234.3 -19997.5 -5292.34 9701.03 -36112 -77600.6 -14712.7 6563.63 -34521.2 -89947.1 -29574.9 -50079.1 -11343.6 -20546.3 -11018.9 4778.68 22708.2 75311.6 114562 86449.9 -21035.8 -1309.21 -9062.98 7850.03 57905.8 97972.5
internal_weight=0 2.548e+06 71174 64031 2376 1771 880 592 288 98 190 605 891 73 818 385 433 405 367 7143 641 181 134 101 324 61655 3087 608 125 68
internal_count=4073804 2547999 71174 64031 2376 1771 880 592 288 98 190 605 891 73 818 385 433 405 367 7143 641 181 134 101 324 61655 3087 608 125 68
is_linear=0
shrinkage=0.1


Tree=2122
num_leaves=31
num_cat=0
split_feature=0 0 2 4 6 1 1 4 2 6 4 0 6 5 4 6 6 4 0 1 1 1 1 6 6 0 6 6 6 6
split_gain=1.248e+12 1.73583e+13 4.39295e+13 6.39332e+13 6.42477e+13 6.12249e+13 5.38447e+13 3.76672e+13 3.05675e+13 2.94212e+13 4.17113e+13 6.93205e+13 6.14466e+13 5.77072e+13 4.34102e+13 3.20496e+13 2.68159e+13 2.43973e+13 2.33486e+13 2.25863e+13 5.74459e+13 2.3754e+13 5.03002e+13 3.74505e+13 7.22795e+13 2.2414e+13 2.20617e+13 4.5009e+13 4.46782e+13 3.65787e+13
threshold=54.762682300000009 54.604289300000012 2865.5000000000005 23.500000000000004 40.905000000000008 56.128886000000001 39.652459050000012 3.5000000000000004 7884.5000000000009 60.910000000000004 10.500000000000002 54.724612400000005 86.030000000000015 2.5000000000000004 22.500000000000004 71.030000000000015 142.05000000000004 8.5000000000000018 54.707511300000007 39.723160900000003 39.749243900000003 55.90712030000001 55.957851400000003 120.05000000000001 128.05000000000004 54.707511300000007 63.140000000000008 73.995000000000019 48.410000000000004 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=1 -1 3 4 25 6 -6 -8 -4 -9 12 14 13 -11 15 18 -13 -7 -12 -14 -21 -22 -23 -24 -25 -3 28 -28 29 -5
right_child=-2 2 8 26 5 17 7 9 -10 10 11 16 19 -15 -16 -17 -18 -19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-7.9872504887114975 -36.274787176454758 6939.6550707986962 -18076.29016754933 -1531.6702282650474 -18265.067363434613 5162.9060396170917 -9811.4202811833547 9592.8300994850215 -145.77075617459982 49022.165439876531 36112.778419640948 30349.085003803491 -37487.988124999996 11088.701531621711 -80842.510223858175 -8476.1304307910086 -27701.279471261161 -43285.97488340181 2524.7791489605129 181972.3731608073 -320.23172543174343 116879.7064236111 58394.693456688598 -164217.14808756512 43768.879417613643 -4347.5797223557711 -31810.83866176727 2194.7518891962081 12105.171212025989 -26416.81294851951
leaf_weight=1154494 2849744 2633 975 2086 589 162 718 8018 38252 524 365 1511 25 1709 65 1177 84 290 478 36 76 117 285 24 55 5302 785 772 1629 824
leaf_count=1154494 2849744 2633 975 2086 589 162 718 8018 38252 524 365 1511 25 1709 65 1177 84 290 478 36 76 117 285 24 55 5302 785 772 1629 824
internal_value=0 84.4516 1618.54 4475.94 6777.87 10368.8 11403.3 12547.9 -591.44 13651.4 18634 11599.8 27713.5 19990.2 -404.393 2183.96 27291.9 -25921.6 17067.6 55619.7 59545 51632.2 59840.9 41507 -19416.7 -602.238 -4678.54 -14950 -1155.14 -8578.18
internal_weight=0 1.22406e+06 69566 30339 24243 16308 15856 15267 39227 14549 6531 3680 2851 2233 2085 2020 1595 452 843 618 593 557 481 364 79 7935 6096 1557 4539 2910
internal_count=4073804 1224060 69566 30339 24243 16308 15856 15267 39227 14549 6531 3680 2851 2233 2085 2020 1595 452 843 618 593 557 481 364 79 7935 6096 1557 4539 2910
is_linear=0
shrinkage=0.1


Tree=2123
num_leaves=31
num_cat=0
split_feature=4 6 6 4 6 3 6 0 0 6 0 0 4 6 6 1 1 7 3 1 6 3 3 6 1 1 0 6 1 4
split_gain=1.32812e+12 8.98461e+12 3.42695e+13 2.96341e+13 1.80805e+13 1.15904e+13 1.41284e+13 1.15367e+13 6.83926e+13 3.35324e+13 2.88926e+13 4.43396e+13 4.10916e+13 3.8543e+13 2.70896e+13 2.37974e+13 2.28923e+13 2.22973e+13 2.19006e+13 1.87403e+13 2.56176e+13 2.32417e+13 1.80463e+13 1.7701e+13 1.72199e+13 1.4841e+13 2.0298e+13 1.37889e+13 1.37682e+13 1.4222e+13
threshold=25.500000000000004 105.00500000000001 106.49500000000002 28.500000000000004 104.01000000000001 2.5000000000000004 120.05000000000001 59.905532300000012 59.898927250000007 69.605000000000004 59.864072000000007 59.838047850000002 28.500000000000004 55.805000000000007 35.995000000000012 30.452677500000004 30.303340300000002 6.0000000000000009 11.500000000000002 30.452677500000004 71.030000000000015 18.500000000000004 3.5000000000000004 88.825000000000003 30.205407000000005 30.345769800000003 59.848366150000011 53.005000000000003 30.370944000000005 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 4 3 -3 7 6 -4 8 10 14 11 -2 13 16 -10 27 -13 25 -19 -11 21 -21 -12 24 -9 -15 -27 -16 -26 -30
right_child=1 2 5 -5 -6 -7 -8 23 9 19 22 12 -14 17 15 -17 -18 18 -20 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-7.491359711450527 182.79994540916653 116655.20928485578 7973.9528552827387 5820.9406488715285 -57062.973126775578 2406.1511182808586 100691.89398148149 -55580.450437825522 30708.42969285103 78487.246233675382 17552.016097038024 -21145.57722248455 -7203.7043291645668 55706.883018663204 -1309.4762603759766 -11522.141788546111 40282.830650916469 124674.29873046876 1205.6610523897059 102160.88982007577 -2803.3599893465907 3150.7663851351354 -23618.3819149833 -23456.510411748728 451.5254407009154 76622.538352272735 183184.86318108975 59694.021280184657 6664.3510669631305 -16804.941422228629
leaf_weight=4004864 56712 52 42 45 55 1620 27 60 511 134 124 91 248 36 64 469 182 20 51 66 110 37 753 417 5498 33 39 88 347 1009
leaf_count=4004864 56712 52 42 45 55 1620 27 60 511 134 124 91 248 36 64 469 182 20 51 66 110 37 753 417 5498 33 39 88 347 1009
internal_value=0 435.188 7435.37 65237.2 249.015 4115.78 44254.9 295.992 755.223 21991.6 216.381 491.549 25505.5 43452.2 13654.9 -377.805 19806.7 79514.9 35985.6 49187.7 30755.1 66594.1 -17797.3 -3448.01 -2241.25 108131 134344 34008.3 -1774.32 -10799.2
internal_weight=0 68940 1786 97 67154 1689 69 67099 59768 1479 58289 57412 700 452 1132 621 273 179 71 347 213 103 877 7331 6914 108 72 152 6854 1356
internal_count=4073804 68940 1786 97 67154 1689 69 67099 59768 1479 58289 57412 700 452 1132 621 273 179 71 347 213 103 877 7331 6914 108 72 152 6854 1356
is_linear=0
shrinkage=0.1


Tree=2124
num_leaves=31
num_cat=0
split_feature=4 0 0 0 1 1 2 2 6 1 0 6 6 0 1 1 0 1 6 6 6 1 1 0 6 6 0 6 6 0
split_gain=1.26892e+12 5.1296e+12 7.56616e+12 1.36972e+13 1.4508e+13 1.21123e+13 1.93086e+13 1.58879e+13 1.33473e+13 1.29469e+13 3.35329e+13 2.06201e+13 2.18067e+13 1.2666e+13 1.22071e+13 1.93616e+13 1.55118e+13 1.11591e+13 9.73216e+12 9.03672e+12 4.68833e+13 1.14913e+13 8.41129e+12 2.47262e+13 1.34895e+13 9.77987e+12 8.08075e+12 3.02723e+13 7.9387e+12 1.10781e+13
threshold=2.5000000000000004 54.188398350000007 53.175387700000009 53.20799465000001 91.292296250000007 40.024897700000004 7912.5000000000009 9236.5000000000018 189.00000000000003 39.908802000000009 43.472751400000007 73.41500000000002 90.045000000000016 51.659529100000007 44.064675150000006 44.628646350000004 46.323575350000006 113.48479755000001 69.605000000000004 54.010000000000012 57.995000000000012 39.939672500000007 94.478249850000012 51.567244500000008 61.805000000000007 99.050000000000011 43.550475500000012 59.815000000000005 32.805000000000007 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 14 13 10 -1 19 -13 17 -8 16 -16 -9 -15 28 -21 -22 -7 24 -24 -25 27 -12 -11 -30
right_child=-2 -3 3 4 -6 6 7 8 -10 11 26 12 -14 18 15 -17 -18 -19 -20 20 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=102886.57676411349 -9.3909937117874023 911.67608549992281 -18408.826476986422 -274.12300394604716 -14473.257469566053 3282.3507060794168 -68728.291099330352 1184.881953304103 -75155.155750000005 11241.507057952882 42550.430348557697 -142678.93975360578 -5670.2745535714284 -12249.834542857974 39324.281697018043 -52881.09396033654 -26323.736649186641 27460.3233585612 10968.659484172318 142779.64344149502 -74805.959123883935 15792.581215122767 -15919.274431566924 16322.753312530323 -112303.7327734375 75465.913678609926 -1094.7020638398185 -101729.2409564394 -67996.642900933162 -15313.009871778304
leaf_weight=31 3961637 64628 569 5326 832 11858 56 1584 25 64 26 26 21 1216 71 91 73 180 212 22 28 28 53 779 20 29 24079 33 54 153
leaf_count=31 3961637 64628 569 5326 832 11858 56 1584 25 64 26 26 21 1216 71 91 73 180 212 22 28 28 53 779 20 29 24079 33 54 153
internal_value=0 331.681 -456.806 -3564.2 -2192.55 55.3824 2173.7 -4395.72 -2371.65 -1345.65 -1051.79 -19280.8 -81462.3 -1801.61 -26771.7 -16773.6 6044.38 3866.05 -8802.83 -10906.8 19086.9 -29506.7 3982.75 13409.9 -42326 18445.5 -1185.27 -38148.4 -19539.7 -29056.6
internal_weight=0 112167 47539 6727 6158 40812 16247 3508 3217 24565 24169 396 47 3192 291 235 144 1764 1428 349 78 56 12739 881 73 808 24138 59 271 207
internal_count=4073804 112167 47539 6727 6158 40812 16247 3508 3217 24565 24169 396 47 3192 291 235 144 1764 1428 349 78 56 12739 881 73 808 24138 59 271 207
is_linear=0
shrinkage=0.1


Tree=2125
num_leaves=31
num_cat=0
split_feature=3 1 1 6 1 1 6 0 3 6 0 0 6 6 0 6 6 1 3 4 0 6 4 7 6 6 4 6 6 4
split_gain=1.23817e+12 1.18419e+13 1.90767e+13 3.66691e+13 9.23278e+12 2.60557e+13 1.39828e+13 1.36643e+13 1.8861e+13 1.33341e+13 4.09796e+13 4.05466e+13 2.92667e+13 5.57858e+13 2.98667e+13 2.10052e+13 2.55647e+13 1.91606e+13 1.86586e+13 1.40949e+13 1.46509e+13 1.14016e+13 1.12767e+13 1.40136e+13 2.67886e+13 1.90549e+13 2.42068e+13 2.68008e+13 5.05638e+13 1.73655e+13
threshold=22.500000000000004 30.157841000000001 30.205407000000005 56.805000000000007 82.918694400000007 82.970388650000018 149.05000000000004 54.992080650000005 23.500000000000004 63.855000000000011 55.034466500000008 55.030407050000001 79.015000000000015 67.00500000000001 55.046782850000007 64.015000000000015 118.04500000000002 82.93515810000001 25.500000000000004 24.500000000000004 55.046782850000007 62.995000000000012 27.500000000000004 6.0000000000000009 149.05000000000004 40.205000000000005 28.500000000000004 66.010000000000005 48.025000000000013 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 -3 22 6 7 8 -6 19 11 15 13 -12 -15 -11 -17 -16 -14 -9 -21 -7 -4 24 25 -24 27 28 -27 -28
right_child=1 2 4 -5 5 21 -8 9 -10 10 12 -13 18 14 17 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-5.5827472453661766 -30955.696997275474 1664.3595797220869 -1044.6350772875305 109468.04182180851 38730.694662552523 -1895.4296195010404 -32402.981853818226 41994.806567826708 -4481.6145664237929 111627.24390243902 -40633.471020079502 181298.84843750001 -21584.951698882007 -9174.324944196429 187855.39021739131 21519.88118626623 123479.89853515626 81215.449627976195 76849.399723307288 -7571.1857241675971 24829.912597889881 -27085.424752399682 -13421.686732769957 1183.3322525349556 118040.89210258152 3058.4446614583335 -46776.73635110294 11640.600651041668 199282.83728448278 12693.939717451685
leaf_weight=4032453 119 96 26710 47 119 674 71 110 668 41 57 24 232 28 23 202 28 63 21 420 209 245 303 9339 23 24 51 57 29 1318
leaf_count=4032453 119 96 26710 47 119 674 71 110 668 41 57 24 232 28 23 202 28 63 21 420 209 245 303 9339 23 24 51 57 29 1318
internal_value=0 544.416 635.329 37096.3 508.436 5636.13 11289.4 12671.2 2052.39 18403.1 28098.4 56719.8 8184.87 40141.9 80529.5 45687 33932.4 109735 -13414.5 8970.21 3194.84 -8610.93 70.2231 2742.32 10808.5 9424.44 14104.9 59237.4 110427 10478.5
internal_weight=0 41351 41232 143 41089 3235 2316 2245 787 1458 719 295 424 171 114 271 230 86 253 739 629 919 37854 11144 1805 1782 1479 110 53 1369
internal_count=4073804 41351 41232 143 41089 3235 2316 2245 787 1458 719 295 424 171 114 271 230 86 253 739 629 919 37854 11144 1805 1782 1479 110 53 1369
is_linear=0
shrinkage=0.1


Tree=2126
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 4 6 1 6 0 1 1 4 3 1 4 1 1 1 6 6 0 2 4 4 4 5 1 4 6
split_gain=1.25563e+12 1.51212e+13 5.31382e+13 4.45719e+13 4.19721e+13 3.20253e+13 2.96051e+13 2.56158e+13 4.21623e+13 3.50746e+13 4.8425e+13 5.75803e+13 3.11335e+13 2.83157e+13 3.3172e+13 3.32975e+13 2.78239e+13 2.48039e+13 4.89505e+13 2.28281e+13 2.23216e+13 2.03645e+13 1.94059e+13 1.77686e+13 2.17783e+13 3.17737e+13 2.82108e+13 1.55448e+13 1.42957e+13 1.38527e+13
threshold=47.295021550000008 50.556058150000005 39.689978950000004 43.010000000000012 6.0000000000000009 17.500000000000004 134.05000000000004 44.064675150000006 97.020000000000024 48.179569850000007 40.965343750000009 40.024897700000004 5.5000000000000009 3.5000000000000004 39.763755750000009 10.500000000000002 40.377616600000003 39.777866350000004 40.024897700000004 73.00500000000001 168.45000000000002 48.179569850000007 3191.5000000000005 3.5000000000000004 7.5000000000000009 14.500000000000002 2.5000000000000004 36.593086150000012 12.500000000000002 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 3 -2 19 7 -7 8 9 13 11 -11 22 29 -15 17 -14 -16 -19 27 21 -9 -13 -21 26 28 -25 -5 -26 -4
right_child=1 -3 5 4 -6 6 -8 20 -10 10 -12 12 16 14 15 -17 -18 18 -20 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=117.58119878048473 -238.1825538880986 -0.51355388161244298 1762.2525810256477 -7610.6339994542741 2944.1199514985528 8801.8180396209627 127968.99120163691 -52862.255625000005 -31808.590992279987 -40755.527328392767 -42751.245157157915 34192.695960932193 -9003.400166620273 306.45703963171837 73637.950562808386 -28895.882324717153 -70702.954699817012 -53123.981736537389 -5257.2795331498037 19666.617832438151 101554.87061820652 3297.0580568054629 217.90645643856979 -163913.36703629035 -8146.8575408935549 -50623.252863666377 -53143.189756517735 -24536.52634952966 80871.96875 17526.819059206602
leaf_weight=742645 2608 3283385 11423 884 809 2870 21 65 491 434 441 184 214 7151 38 796 111 224 4621 48 23 9755 1948 31 128 355 89 1405 21 586
leaf_count=742645 2608 3283385 11423 884 809 2870 21 65 491 434 441 184 214 7151 38 796 111 224 4621 48 23 9755 1948 31 128 355 89 1405 21 586
internal_value=0 -26.2134 -1792.5 -10289.1 -17242.1 -483.406 9667.44 -1245.54 -2757.04 -2250.69 -11884.8 -7176.31 -1244.94 -958.337 -4224.87 -9930.72 -30076.2 -6839.12 -7470.31 -22757.3 3155.8 2925.33 3150.06 -38962.5 -43472.4 -34356.6 -81758.8 -17999.8 4399.42 2531.51
internal_weight=0 3.33116e+06 47774 6378 3770 41396 2891 38505 28662 28171 3332 2891 2457 24839 12830 5679 325 4883 4845 2961 9843 9820 2132 672 624 504 120 2289 149 12009
internal_count=4073804 3331159 47774 6378 3770 41396 2891 38505 28662 28171 3332 2891 2457 24839 12830 5679 325 4883 4845 2961 9843 9820 2132 672 624 504 120 2289 149 12009
is_linear=0
shrinkage=0.1


Tree=2127
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 6 0 4 1 5 0 4 4 0 5 1 1 3 4 4 1 4 6 6 4 0 4 6 6 4
split_gain=1.26143e+12 9.48303e+12 1.48243e+13 1.61462e+13 2.02535e+13 1.45903e+13 3.30917e+13 3.09896e+13 1.95054e+13 3.00001e+13 2.44519e+13 1.52226e+13 1.51137e+13 6.2749e+13 1.42517e+13 3.02504e+13 6.63661e+13 3.23883e+13 2.19196e+13 1.41464e+13 2.87806e+13 3.58121e+13 2.1546e+13 2.55708e+13 1.64484e+13 2.70203e+13 1.45832e+13 1.44273e+13 1.76614e+13 1.43489e+13
threshold=17.500000000000004 30.345769800000003 59.898927250000007 59.825842200000004 30.509101000000005 72.50500000000001 59.905532300000012 24.500000000000004 30.472130500000002 2.5000000000000004 59.91832440000001 24.500000000000004 22.500000000000004 59.982409200000006 1.5000000000000002 30.362494150000003 30.370944000000005 21.500000000000004 24.500000000000004 23.500000000000004 30.452677500000004 24.500000000000004 70.50500000000001 83.820000000000007 22.500000000000004 59.864072000000007 34.500000000000007 49.895000000000003 57.005000000000003 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 14 -4 7 -7 9 -8 -10 -12 -11 -14 -5 18 17 -17 -16 24 21 -21 -23 -24 29 -26 27 -22 -29 -18
right_child=1 2 5 4 -6 6 8 -9 10 12 11 -13 13 -15 15 16 19 -19 -20 20 26 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=10.748740304731351 2170.3310155321747 -475.79393998085618 -2840.7956392387368 3371.72269936361 -6544.3036286987071 -36203.358023984874 -55925.760076272898 -150403.09188058038 -3783.5994126697515 -29056.17574738929 107037.76895960368 11384.763169642858 164880.74629755435 -4353.9749269394651 -40654.348181668138 29354.165787760419 30057.868146306821 175623.5554878049 13900.989481209152 -55960.122739955354 -27977.322837611609 32435.709120111045 -84857.507142857154 29157.032432432432 -22092.852609375001 58278.391693115234 -8491.9225683593741 81851.703363946144 26708.225960420306 -27126.548972602744
leaf_weight=3927269 14173 118420 8348 1773 1029 157 145 28 149 199 41 28 23 462 142 24 110 41 153 119 28 159 42 37 50 256 80 94 152 73
leaf_count=3927269 14173 118420 8348 1773 1029 157 145 28 149 199 41 28 23 462 142 24 110 41 153 119 28 159 42 37 50 256 80 94 152 73
internal_value=0 -288.076 -551.316 -255.705 5719.29 -4340.01 -14498.7 -53487.6 -7609.48 -14608.8 19007.2 68222.1 -5850.09 3671.59 9505.44 16476.6 23201.3 121616 -12359.5 17870.5 8866.12 -11168.6 11227.2 -31458.3 30962.7 45145.8 29070.6 40037.8 47779.3 7246.6
internal_weight=0 146535 132362 122782 4362 9580 1232 185 1047 829 218 69 684 485 3333 1560 1265 65 295 1200 711 357 238 79 489 306 354 274 246 183
internal_count=4073804 146535 132362 122782 4362 9580 1232 185 1047 829 218 69 684 485 3333 1560 1265 65 295 1200 711 357 238 79 489 306 354 274 246 183
is_linear=0
shrinkage=0.1


Tree=2128
num_leaves=31
num_cat=0
split_feature=0 1 1 6 5 7 5 6 6 3 4 1 6 4 4 6 7 1 6 1 0 6 4 3 4 6 5 1 6 6
split_gain=1.25402e+12 2.63965e+13 4.03376e+13 3.44517e+13 2.92567e+13 3.4544e+13 3.93878e+13 5.57671e+13 3.37224e+13 4.03343e+13 4.98283e+13 5.1355e+13 3.46359e+13 2.91478e+13 3.59017e+13 4.06308e+13 2.48646e+13 2.37278e+13 3.75476e+13 6.93067e+13 8.29632e+13 8.27821e+13 7.25906e+13 6.1882e+13 5.9737e+13 7.431e+13 7.19148e+13 8.29755e+13 6.86786e+13 6.12671e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 39.810000000000009 3.5000000000000004 6.0000000000000009 2.5000000000000004 102.04000000000001 82.905000000000015 8.5000000000000018 11.500000000000002 37.978059650000013 59.815000000000005 11.500000000000002 10.500000000000002 66.990000000000023 6.0000000000000009 39.908802000000009 33.805000000000007 39.749243900000003 43.6005307 100.05000000000001 9.5000000000000018 7.5000000000000009 4.5000000000000009 103.03500000000001 3.5000000000000004 39.873894000000007 110.01500000000001 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -8 9 10 11 12 -7 14 15 -1 -17 18 -4 22 24 -22 23 -20 25 -21 -26 -28 -27 -30
right_child=-2 2 17 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 26 28 27 -29 29 -31
leaf_value=-312.32688301064428 10.621003742779573 -14084.859414124534 3785.9571908170542 19255.875778101738 -52838.730911847022 20239.758014322917 147539.09525240384 -41532.616225961538 -134005.6193080357 63236.007944399353 -95059.727098880598 -14185.138234286002 161897.12996651788 -72097.225493044971 92369.739512310611 -32160.87791497396 -126771.87802083335 539.02575904732112 -3633.6775320235242 4817.3757049504802 -31520.145667669407 -187550.13657366074 5407.3086247724132 -32175.9780049318 -14217.287639850338 253389.79326636903 105708.3588467262 -48756.091639122598 -101928.65681640625 95334.915817673143
leaf_weight=802 3929793 551 8739 2846 67 45 39 26 21 77 67 609 28 82 33 375 30 87533 23478 958 1194 35 10464 785 4855 21 105 52 20 74
leaf_count=802 3929793 551 8739 2846 67 45 39 26 21 77 67 609 28 82 33 375 30 87533 23478 958 1194 35 10464 785 4855 21 105 52 20 74
internal_value=0 -289.827 -159.512 9293.11 12660.8 13828.5 -3108.13 71910.4 -8865.16 -5683.62 -12768.8 -4684.52 74574.1 -14355.3 -10536.9 -13350.4 -39169.1 -458.578 -2178.22 -3417.98 -12265.2 -35963.6 -1554.63 -4557.13 -7478.79 13935.2 -12063.2 54548.2 89890.4 53363.9
internal_weight=0 144011 142689 4376 3825 3758 912 65 847 826 749 682 73 1322 1240 1207 405 138313 50780 42041 7314 1229 34727 24263 6085 1073 5012 157 115 94
internal_count=4073804 144011 142689 4376 3825 3758 912 65 847 826 749 682 73 1322 1240 1207 405 138313 50780 42041 7314 1229 34727 24263 6085 1073 5012 157 115 94
is_linear=0
shrinkage=0.1


Tree=2129
num_leaves=31
num_cat=0
split_feature=6 2 1 1 0 1 0 4 6 0 6 4 4 7 0 6 4 4 0 0 4 0 0 0 0 1 6 3 3 6
split_gain=1.21811e+12 7.19512e+12 1.87125e+13 5.0133e+13 3.37405e+13 4.24662e+13 6.97453e+13 6.29921e+13 4.37183e+13 5.35852e+13 3.78224e+13 3.59978e+13 5.43326e+13 7.24866e+13 6.43329e+13 7.55495e+13 8.00809e+13 7.42656e+13 7.20304e+13 5.13065e+13 4.25019e+13 4.13383e+13 2.92827e+13 2.8822e+13 4.97715e+13 8.39276e+13 5.23759e+13 4.91694e+13 3.4596e+13 2.85254e+13
threshold=88.00500000000001 3999.0000000000005 60.620042600000012 60.605526900000008 55.214863500000007 61.29689960000001 55.183288250000011 13.500000000000002 110.01500000000001 55.193450100000007 100.05000000000001 9.5000000000000018 15.500000000000002 6.0000000000000009 56.83050475000001 95.045000000000016 29.500000000000004 25.500000000000004 56.802121050000004 56.782540950000005 14.500000000000002 56.782540950000005 55.183288250000011 56.888401950000009 56.818587550000011 60.636764050000004 130.05000000000004 7.5000000000000009 4.5000000000000009 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -8 10 -10 -9 -6 20 14 15 -14 17 18 21 -15 23 -17 -7 24 -13 26 28 -27 -26 -4
right_child=1 2 4 -5 11 22 7 8 9 -11 -12 12 13 19 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=13.365412003236237 -622.55825350729128 1502.6946677694759 6659.8936687510504 20259.494753301711 -20856.862803414569 156.90668299446614 -10363.480154639175 99779.443954573013 -34151.444656544816 110165.81985742187 245625.9719122024 -1590.9830578067822 -1917.2315702650283 136572.19717741935 1722.6745880488825 -111885.14621394231 11214.52946377841 -230868.75478515626 -97659.28323449142 5667.0467589600448 89435.320670572924 33038.385496238428 -17211.504611258089 -48067.751126137271 143885.34646139707 -14129.708899853802 246376.81134259258 78567.545641805962 -11078.162484375001 -74310.736954689026
leaf_weight=3844148 152319 32177 465 1491 1608 36819 97 116 53 50 21 649 288 31 506 26 110 32 302 876 72 81 997 79 34 171 27 86 25 48
leaf_count=3844148 152319 32177 465 1491 1608 36819 97 116 53 50 21 649 288 31 506 26 110 32 302 876 72 81 997 79 34 171 27 86 25 48
internal_value=0 -223.72 561.812 2333.35 -804.009 195.851 22300.6 57642.6 85128.4 35905.5 122135 -8531.5 -2693.74 -11706.3 -26439.2 -43423.6 -65118.3 -84158.3 -72679.7 10141.2 15063.3 -2176.68 -301.003 10063.5 14692.9 45504.2 131015 16889.6 78222.8 -916.306
internal_weight=0 229656 77337 33668 43669 38666 850 337 240 103 137 5003 3395 2252 1345 839 551 441 409 907 1143 107 37816 1071 992 343 86 257 59 513
internal_count=4073804 229656 77337 33668 43669 38666 850 337 240 103 137 5003 3395 2252 1345 839 551 441 409 907 1143 107 37816 1071 992 343 86 257 59 513
is_linear=0
shrinkage=0.1


Tree=2130
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 4 1 7 4 4 5 4 3 6 6 4 6 6 1 7 6 1 4 1 3 1 1 7
split_gain=1.25938e+12 1.94841e+13 5.39149e+13 9.10521e+13 1.96001e+14 6.7301e+13 6.20299e+13 6.55921e+13 5.5751e+13 9.45268e+13 8.8201e+13 5.52898e+13 4.75487e+13 6.80757e+13 4.35971e+13 4.85412e+13 5.59058e+13 4.27536e+13 4.00935e+13 3.81996e+13 3.41846e+13 9.45927e+13 3.27685e+13 3.08861e+13 6.54018e+13 3.7576e+13 3.07654e+13 2.81342e+13 1.24886e+14 3.82631e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.303340300000002 30.315889700000003 14.500000000000002 16.500000000000004 5.5000000000000009 30.389265100000003 6.0000000000000009 12.500000000000002 4.5000000000000009 1.5000000000000002 7.5000000000000009 8.5000000000000018 69.605000000000004 58.995000000000012 6.5000000000000009 70.00500000000001 53.310000000000009 30.157841000000001 6.0000000000000009 67.91500000000002 30.205407000000005 7.5000000000000009 30.226173900000003 3.5000000000000004 30.242318500000007 30.260128500000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 11 10 22 -6 19 17 15 16 -12 -14 20 -13 21 -9 -10 24 -22 -25 -2 -8 29 -29
right_child=1 -3 -4 4 8 -7 27 18 9 -11 14 12 13 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-11.181560567655904 15759.320278709027 -68.277214326117203 -8560.2438824702676 269819.94916666666 84754.372908664285 100339.89652727074 2353.4437102421152 -81631.635451516544 13984.163144708082 -132093.42460937501 115597.53280083957 -1133.5610179428227 -4374.9110447963822 36328.848410038045 54121.29607933532 26759.475137867645 281796.26910021552 -131921.21551339288 -29112.376196231955 -48368.555681668797 -132417.14587053572 57196.913073553558 138512.30177556819 -27666.726756941545 53704.165124185325 375.14463211352665 76871.033969772208 77432.419269505554 3742.5784877407932 -52759.25775553385
leaf_weight=3915450 358 144405 2800 30 90 107 1292 170 535 32 67 968 428 789 188 34 29 28 855 208 21 69 22 588 187 2551 107 380 992 24
leaf_count=3915450 358 144405 2800 30 90 107 1292 170 535 32 67 968 428 789 188 34 29 28 855 208 21 69 22 588 187 2551 107 380 992 24
internal_value=0 276.475 3845.47 6961.08 20169.2 137452 777.907 -5911.94 15468.3 36718.4 42892.1 7792.57 4931.54 18552 84911.2 129438 165803 -12206.7 -9653.46 -9488.05 -5013.92 -41551.4 18902.7 -2404.88 34913.1 -4877.68 29821.6 12987.9 22830 69698.3
internal_weight=0 158354 13949 11149 3555 137 7594 4906 3418 907 875 2511 2421 1245 318 130 96 456 4441 1176 3586 239 557 3347 208 3139 465 2688 1396 404
internal_count=4073804 158354 13949 11149 3555 137 7594 4906 3418 907 875 2511 2421 1245 318 130 96 456 4441 1176 3586 239 557 3347 208 3139 465 2688 1396 404
is_linear=0
shrinkage=0.1


Tree=2131
num_leaves=31
num_cat=0
split_feature=6 5 1 4 3 0 5 0 1 0 1 7 3 4 3 2 1 0 3 1 1 1 4 4 1 6 0 4 3 4
split_gain=1.21539e+12 1.13256e+13 1.91364e+13 1.06791e+13 1.50532e+13 1.64396e+13 1.46058e+13 2.37653e+13 1.93482e+13 2.31041e+13 1.89679e+13 2.93635e+13 2.09506e+13 1.80472e+13 3.04974e+13 3.87241e+13 2.76549e+13 3.45085e+13 2.4568e+13 1.77285e+13 1.47782e+13 2.39981e+13 4.71728e+13 2.65117e+13 2.06065e+13 3.05484e+13 2.9585e+13 3.57535e+13 3.25754e+13 4.66116e+13
threshold=189.00000000000003 8.5000000000000018 39.777866350000004 34.500000000000007 24.500000000000004 45.125532050000011 5.5000000000000009 59.982409200000006 49.300375350000003 53.506098950000009 42.186961750000002 6.0000000000000009 4.5000000000000009 5.5000000000000009 9.5000000000000018 2599.0000000000005 37.978059650000013 55.93962770000001 2.5000000000000004 39.01296365000001 50.213874250000011 49.176406850000006 5.5000000000000009 6.5000000000000009 82.886781200000016 247.90000000000001 55.161746650000005 6.5000000000000009 3.5000000000000004 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 3 -3 4 6 -6 20 8 10 -10 13 12 -12 16 15 -15 17 -8 -17 -18 21 -2 -23 -24 25 26 27 -22 -28 -30
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 11 -13 -14 14 -16 18 19 -19 -20 -21 24 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-2.2043039245291065 -1802.4247568565484 13948.734623579545 -121205.1376953125 63309.70192522322 8887.6249490489135 -106162.02023654516 120307.44609375001 114033.05562499999 57220.603977272731 -62853.518511652539 150669.60898437499 -32276.250500000002 43273.572816506414 186198.39687500001 -47875.85062040441 -65351.733593750003 -149743.120390625 -34885.599136513156 62898.312023305094 -26471.471037946427 25426.375275735296 50972.371466206394 -167223.19568614132 -48979.341387487344 -790.49691938363151 591.92889909170208 -24189.777609080193 145038.73331149353 72801.157214143794 -11911.241586538461
leaf_weight=4067180 3293 22 20 28 23 27 23 25 22 59 34 25 39 20 34 20 20 38 59 28 51 43 23 108 1593 515 106 49 173 104
leaf_count=4067180 3293 22 20 28 23 27 23 25 22 59 34 25 39 20 34 20 20 38 59 28 51 43 23 108 1593 515 106 49 173 104
internal_value=0 1353.46 -50410.3 1683.76 1420.49 -53239.2 1840.69 19305.7 13680.6 -30240.8 24144.2 61260.5 93293.6 9113.68 33835.8 61898.3 -21051.8 23629.8 30429.9 -77834.7 554.88 -3714.88 -39908.6 -69739.7 6268.21 17535.3 35601.2 84036.4 22954.9 40995.8
internal_weight=0 6624 42 6582 6554 50 6504 446 421 81 340 98 73 242 133 99 109 61 79 48 6058 3467 174 131 2591 998 483 100 383 277
internal_count=4073804 6624 42 6582 6554 50 6504 446 421 81 340 98 73 242 133 99 109 61 79 48 6058 3467 174 131 2591 998 483 100 383 277
is_linear=0
shrinkage=0.1


Tree=2132
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 0 0 7 0 4 0 0 1 0 4 0 4 7 4 6 3 4 6 6 4 3 6 6 6
split_gain=1.21141e+12 2.02585e+13 2.96231e+13 5.32548e+13 4.4638e+13 4.37481e+13 4.17896e+13 3.62034e+13 1.01025e+14 4.67823e+13 4.6397e+13 4.32867e+13 9.30625e+13 6.07254e+13 9.0018e+13 1.43465e+14 3.32097e+14 9.63514e+13 2.0764e+14 1.20512e+14 9.34487e+13 7.10314e+13 6.65244e+13 5.77823e+13 1.7337e+14 5.32302e+13 4.85801e+13 3.98648e+13 3.94277e+13 4.27853e+13
threshold=50.298521650000005 49.111590500000005 49.176406850000006 55.749683450000006 112.00500000000001 55.737027400000009 53.506098950000009 55.82518790000001 6.0000000000000009 55.834019500000004 19.500000000000004 55.791814000000009 55.801384500000005 49.147669400000005 55.775215600000003 16.500000000000004 55.783232450000007 3.5000000000000004 6.0000000000000009 7.5000000000000009 88.00500000000001 14.500000000000002 17.500000000000004 101.02000000000002 97.020000000000024 6.5000000000000009 12.500000000000002 31.410000000000004 125.02000000000002 134.05000000000004
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 5 6 -3 11 -9 10 -10 13 27 14 23 17 22 -16 26 20 25 -18 -17 24 -5 -20 28 -13 -19 -30
right_child=-2 2 -4 7 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 16 21 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-26.644148338018365 -68.063934385462019 -104717.4138621795 434.55483454535801 4673.0190460190634 -130908.24620535714 -33407.561755913055 -800.78100528945379 -4459.1603088056099 100479.21513039569 -50468.988994489395 31051.192446148663 -37477.376829427085 7742.387118002518 -1459.7001036437264 -55007.862418123572 104749.18179607781 -105204.48303475215 20334.758816405523 158193.46762084961 13451.655067845397 54414.287329101564 48163.120975942467 248202.89466282894 91855.058096590918 -101461.19606433547 306366.36420454545 -138876.59754464286 37015.9601164876 -91841.017733226108 6722.5514968749994
leaf_weight=2339440 1592627 39 110413 2113 28 473 5012 5814 139 49 313 75 5823 7303 164 49 58 1342 54 76 48 63 95 66 166 44 21 1704 68 125
leaf_count=2339440 1592627 39 110413 2113 28 473 5012 5814 139 49 313 75 5823 7303 164 49 58 1342 54 76 48 63 95 66 166 44 21 1704 68 125
internal_value=0 43.6891 1204.57 3918.8 -4964.82 -4326.44 -1603.15 5832.57 -746.303 42340.6 52401.8 7967.82 13858 4190.77 13256.1 27751.6 96771.3 18333.4 25098.3 115571 168729 -25351.9 199389 -386.369 -3057.69 224720 12190.2 33875.4 14256.9 -28004.5
internal_weight=0 2.48118e+06 141737 31324 5552 5524 5051 25772 6315 501 452 19457 7602 11855 4552 2207 265 1942 1778 222 146 121 144 2345 2279 98 1556 1779 1535 193
internal_count=4073804 2481177 141737 31324 5552 5524 5051 25772 6315 501 452 19457 7602 11855 4552 2207 265 1942 1778 222 146 121 144 2345 2279 98 1556 1779 1535 193
is_linear=0
shrinkage=0.1


Tree=2133
num_leaves=31
num_cat=0
split_feature=1 6 6 7 4 2 0 3 4 4 3 0 6 6 5 7 1 1 5 0 4 0 3 6 1 4 6 0 6 6
split_gain=1.2684e+12 9.34793e+12 1.35293e+13 2.42624e+13 2.46591e+13 1.71052e+13 1.95158e+13 1.68485e+13 8.62731e+12 1.11302e+13 2.29217e+13 9.1634e+12 2.79175e+13 1.46372e+13 1.03282e+13 8.84638e+12 8.28195e+12 8.25489e+12 2.00616e+13 1.20853e+13 1.48336e+13 1.48165e+13 2.52848e+13 3.22349e+13 2.93533e+13 2.77903e+13 2.82863e+13 2.28165e+13 2.01344e+13 4.32293e+13
threshold=91.292296250000007 86.030000000000015 87.395000000000024 6.0000000000000009 5.5000000000000009 9907.0000000000018 56.020150250000007 7.5000000000000009 21.500000000000004 19.500000000000004 15.500000000000002 56.041614100000011 93.050000000000011 89.00500000000001 3.5000000000000004 6.0000000000000009 118.02765200000002 92.948588300000011 2.5000000000000004 53.506098950000009 9.5000000000000018 56.041614100000011 3.5000000000000004 120.05000000000001 92.791023150000015 16.500000000000004 98.020000000000024 56.020150250000007 118.04500000000002 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 -3 6 7 -6 9 17 -11 12 -10 -13 15 -15 -7 18 -4 -20 -21 27 23 -23 -24 -26 -27 28 -22 -30
right_child=1 2 8 -5 5 16 -8 -9 11 10 -12 13 -14 14 -16 -17 -18 -19 19 20 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-10.617205679069578 101.32211062882081 -6619.2095042509191 -27288.642166785041 -19623.120661100795 65773.716354370117 -10254.7121805482 32266.620847312694 153740.59048295455 85944.998943014711 3590.3421025815219 127694.92627840908 17956.797231820914 -11056.128067998929 -84558.137890625003 5723.2321289062502 -26961.315752665207 61635.787144886366 -443.19422063807269 -47532.843338815794 16480.78126205182 -3621.3356445847894 -997.28894257127195 -51427.710270579271 -138638.35265625 24225.247985286915 177246.79140625001 45119.799691133725 -23111.87750029079 167436.18643465909 17330.730325520835
leaf_weight=3931467 134777 119 165 122 64 59 97 33 34 46 22 52 233 60 32 48 22 3297 38 1455 456 114 41 20 287 26 43 403 22 150
leaf_count=3931467 134777 119 165 122 64 59 97 33 34 46 22 52 233 60 32 48 22 3297 38 1455 456 114 41 20 287 26 43 403 22 150
internal_value=0 293.256 3714.99 19345.1 31411.4 47868.3 63983.6 95700.6 2570.02 3493.99 43741.8 -10685.6 1296.08 -27347.6 -44174.9 -58959.6 9271.1 3074.03 6675.36 8509.75 9215.63 2448.15 16019.2 -21540.7 28696.9 37924.8 94906.8 -4541.43 7375.6 36530.3
internal_weight=0 142337 7560 516 394 275 194 97 7044 6585 68 459 267 192 140 108 81 6517 3220 3055 3017 1562 531 134 397 356 69 1031 628 172
internal_count=4073804 142337 7560 516 394 275 194 97 7044 6585 68 459 267 192 140 108 81 6517 3220 3055 3017 1562 531 134 397 356 69 1031 628 172
is_linear=0
shrinkage=0.1


Tree=2134
num_leaves=31
num_cat=0
split_feature=6 6 0 1 0 4 3 1 4 4 1 4 6 4 1 1 1 0 0 0 6 0 0 4 4 1 1 1 1 4
split_gain=1.26165e+12 6.98142e+12 1.07644e+13 1.649e+13 1.56546e+13 2.95056e+13 3.68111e+13 2.28702e+13 1.64214e+13 3.78486e+13 1.28422e+13 2.05045e+13 1.68433e+13 1.28961e+13 1.03711e+13 1.01163e+13 9.64651e+12 1.66773e+13 2.78021e+13 2.75371e+13 7.37895e+13 3.40866e+13 2.42037e+13 2.38381e+13 3.98797e+13 2.5726e+13 2.2706e+13 5.01816e+13 4.06074e+13 2.93296e+13
threshold=41.505000000000003 40.015000000000008 44.739668300000005 39.777866350000004 43.6005307 4.5000000000000009 4.5000000000000009 39.735861600000007 14.500000000000002 11.500000000000002 39.939672500000007 11.500000000000002 40.610000000000007 12.500000000000002 40.377616600000003 39.873894000000007 39.069277450000008 55.696737300000009 55.60524465000001 55.866549750000011 40.490000000000002 55.834019500000004 55.768246800000007 12.500000000000002 13.500000000000002 37.873748150000004 37.442254400000003 37.534144550000008 37.517483500000004 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 5 -3 7 -7 9 -8 11 12 -5 14 -12 -14 17 18 -4 20 26 22 -22 -20 -25 -26 -19 28 -28 -29
right_child=-2 2 16 10 -6 6 8 -9 -10 -11 13 -13 15 -15 -16 -17 -18 19 23 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-1.3020760393087818 -38.205805219980896 107134.31846742023 -949.18264885545727 59562.24668750001 8766.8111937720369 -81037.080487804895 14117.507109375001 16893.662028851424 5737.6927551269537 171678.36587701613 32263.166029411765 -109887.35436921298 29501.096352539062 80322.548303222662 -4525.8364202406228 -51142.044475446426 1193.2821043350136 44299.096095279194 5775.5336108728361 -925.43827178443235 3532.43457007711 15130.581490780589 -10923.227913180333 -79073.169518512237 -15095.657166503976 18077.950947284698 -8549.9140629333851 65455.631561170951 -134798.14479166668 19213.242770888781
leaf_weight=1158149 2768799 47 19489 25 1695 41 30 57 32 31 85 27 20 20 778 70 95217 461 740 17767 2661 1376 2051 92 2692 256 169 169 30 728
leaf_count=1158149 2768799 47 19489 25 1695 41 30 57 32 31 85 27 20 20 778 70 95217 461 740 17767 2661 1376 2051 92 2692 256 169 169 30 728
internal_value=0 81.0604 730.595 6702.01 12139 36155 18688.9 -24077.4 63754.4 94189.4 -3551.32 -31463.5 -13051 937.395 -902.354 -33221.3 607.845 -537.234 -2471.49 1233.9 6252.22 1283.83 -2759.71 -10320.2 -14238.3 -12214.9 25679 17847 -27582.3 27925.6
internal_weight=0 1.305e+06 146856 2958 1933 238 191 98 93 61 1025 142 115 883 863 90 143898 48681 23269 25412 7645 6088 4712 3780 3040 2948 1557 1096 199 897
internal_count=4073804 1305005 146856 2958 1933 238 191 98 93 61 1025 142 115 883 863 90 143898 48681 23269 25412 7645 6088 4712 3780 3040 2948 1557 1096 199 897
is_linear=0
shrinkage=0.1


Tree=2135
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 4 0 1 6 4 1 6 6 4 4 6 4 6 5 7 6 6 6 4 6 1 7 1 6 3
split_gain=1.25883e+12 1.52266e+13 6.88132e+13 4.6281e+13 6.43785e+13 4.16175e+13 3.65101e+13 1.05517e+14 1.26888e+14 3.83331e+13 3.2071e+13 3.09102e+13 3.04557e+13 2.94627e+13 2.82846e+13 4.95223e+13 4.3347e+13 3.48908e+13 2.99704e+13 2.64329e+13 2.72557e+13 2.65301e+13 2.56236e+13 2.64777e+13 9.48614e+13 3.6408e+13 3.48803e+13 7.18272e+13 6.69093e+13 3.14e+13
threshold=54.762682300000009 54.86311005000001 83.025426800000005 82.981285100000022 108.05000000000001 30.500000000000004 54.810424650000009 83.086354900000018 93.050000000000011 3.5000000000000004 30.624707450000006 106.49500000000002 77.565000000000012 3.5000000000000004 9.5000000000000018 79.015000000000015 8.5000000000000018 54.710000000000008 1.5000000000000002 6.0000000000000009 134.05000000000004 40.015000000000008 47.005000000000003 14.500000000000002 78.010000000000005 82.895858600000011 6.0000000000000009 55.957851400000003 83.010000000000005 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 2 3 5 -5 10 13 19 9 -9 12 -10 -2 -4 16 -16 -11 18 -18 20 21 -8 -12 25 -25 -24 29 28 -28 -26
right_child=1 -3 6 4 -6 -7 7 8 11 14 22 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=84.817254797047298 -24230.20204752047 -12.35850587293721 26582.768204467448 -19576.468602373345 -153483.93158783784 56505.198815703814 18380.280169655212 -29735.360868778938 274125.07863103691 35055.921927093179 -640.54116721574314 121099.59715909092 -120533.16320239918 -3126.5732342276283 46745.362057561462 194833.70153356483 -45793.457851562503 -63057.129560990776 64222.206142578128 33029.318412433975 107855.05242187501 -16464.63746604649 -12309.745770890046 -7285.1551319843456 54691.729984054997 10877.74997998047 79850.166666666672 4403.4184190538199 324268.84776785714 -29546.242362950215
leaf_weight=1224060 292 2819167 371 1211 37 114 271 108 22 1023 12548 33 37 3329 138 27 40 88 65 176 20 1128 6972 1460 177 750 24 36 21 59
leaf_count=1224060 292 2819167 371 1211 37 114 271 108 22 1023 12548 33 37 3329 138 27 40 88 65 176 20 1128 6972 1460 177 750 24 36 21 59
internal_value=0 -36.4318 -2255.97 -4802.29 -23546.5 -3762.15 6582.24 14514.8 33149.5 27639.9 -4069.19 182310 -35060.6 -147.61 32126.9 70978 26855.2 -16613.1 22311.5 -3524.01 -8057.75 -9714.84 -3606.72 -7524.98 3480.84 -10057.7 53065.6 109686 193912 33632.2
internal_weight=0 2.84974e+06 30577 23738 1248 22490 6839 3139 1544 1489 22376 55 329 3700 1381 165 1216 193 105 1595 1419 1399 22047 9499 1777 7722 317 81 45 236
internal_count=4073804 2849744 30577 23738 1248 22490 6839 3139 1544 1489 22376 55 329 3700 1381 165 1216 193 105 1595 1419 1399 22047 9499 1777 7722 317 81 45 236
is_linear=0
shrinkage=0.1


Tree=2136
num_leaves=31
num_cat=0
split_feature=6 1 1 4 4 1 3 5 1 1 1 3 3 1 0 0 0 4 0 6 0 0 4 3 4 0 4 5 4 1
split_gain=1.23734e+12 8.24252e+12 1.2706e+13 2.75976e+13 2.93033e+13 2.0401e+13 1.52966e+13 3.54393e+13 2.99833e+13 1.95379e+13 1.01075e+14 1.41854e+13 6.74354e+13 4.68151e+13 3.75178e+13 2.42016e+13 2.33552e+13 3.13025e+13 3.08583e+13 3.07918e+13 2.31173e+13 2.24366e+13 3.41084e+13 2.69657e+13 5.49358e+13 4.29046e+13 2.54428e+13 2.16135e+13 3.19951e+13 3.12799e+13
threshold=142.05000000000004 38.97264950000001 37.702956500000006 20.500000000000004 19.500000000000004 37.729575300000008 20.500000000000004 4.5000000000000009 38.948208550000011 38.927872750000006 37.924401400000008 10.500000000000002 14.500000000000002 38.965413050000002 45.015054600000006 55.743464250000009 55.801384500000005 3.5000000000000004 55.649510000000014 156.15000000000003 55.721784200000009 55.595177750000005 3.5000000000000004 6.5000000000000009 15.500000000000002 45.040161900000008 11.500000000000002 3.5000000000000004 8.5000000000000018 38.066230450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 10 -5 16 15 14 -14 -13 18 -18 21 -20 -21 23 -23 24 -7 26 -25 -19 -29 -30
right_child=1 -3 3 6 -6 11 7 8 -10 -11 -12 12 13 -15 -16 -17 17 27 19 20 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=3.9000097064433179 -975.80000977766019 -1998.2082416147769 84291.041666666672 24092.615930175783 126581.50217391305 2751.9320593190751 52693.533473958334 6797.7268554687507 -146979.82470238095 -15741.955723031853 -258249.81458333335 112155.19277189556 99044.630346679696 120245.94915865385 -40340.05846673507 1574.2016250000001 -33909.838454861114 11624.25610443691 -161513.63991477274 -103792.904375 34105.164012096779 159716.38429008154 -1008.3632560483871 -53774.507924107151 127835.88378378379 -85187.28212193081 68714.763344840117 158368.1270654297 106899.98923611111 -58100.191591796873
leaf_weight=4053505 3550 14858 39 32 23 688 75 32 21 130 21 95 22 26 158 25 45 53 22 20 31 23 31 28 37 84 43 40 27 20
leaf_count=4053505 3550 14858 39 32 23 688 75 32 21 130 21 95 22 26 158 25 45 53 22 20 31 23 31 28 37 84 43 40 27 20
internal_value=0 -778.793 2551.12 9172.27 14532 12876.8 -18057.1 8460.67 -54133 -36605.1 -87778.9 11042 29526.8 -5186.18 -23304.2 89117.5 5986.63 38644.1 -13.0155 -62628.7 -19972.5 4880.93 67448.5 1041.56 9135.53 -36817.3 20409.1 61965 92632.4 36687.1
internal_weight=0 20299 5441 1891 1580 1557 311 128 53 183 53 1518 326 206 180 120 1192 185 1007 73 51 934 54 880 725 155 71 140 87 47
internal_count=4073804 20299 5441 1891 1580 1557 311 128 53 183 53 1518 326 206 180 120 1192 185 1007 73 51 934 54 880 725 155 71 140 87 47
is_linear=0
shrinkage=0.1


Tree=2137
num_leaves=31
num_cat=0
split_feature=6 3 1 5 0 4 1 0 0 5 5 2 2 4 1 1 1 1 5 0 1 3 0 3 5 2 0 0 0 1
split_gain=1.318e+12 3.81785e+12 6.25782e+12 6.72081e+12 1.42503e+13 1.04812e+13 1.14402e+13 8.57604e+12 6.40684e+12 6.26407e+12 6.20547e+12 5.13155e+12 4.89422e+12 5.16779e+12 5.02068e+12 2.53688e+13 2.13753e+13 9.55359e+12 1.41713e+13 2.3469e+13 1.88814e+13 2.21243e+13 1.12442e+13 2.69465e+13 1.09511e+13 1.09096e+13 2.81509e+13 1.65779e+13 3.20634e+13 1.69445e+13
threshold=247.90000000000001 1.5000000000000002 47.899251850000006 4.5000000000000009 47.139841100000005 2.5000000000000004 39.01296365000001 55.622114900000007 45.040161900000008 4.5000000000000009 2.5000000000000004 2892.5000000000005 13505.500000000002 8.5000000000000018 39.079932600000006 39.843340650000009 43.862029600000007 39.008519500000006 4.5000000000000009 59.905532300000012 37.290808600000013 3.5000000000000004 47.207933300000008 12.500000000000002 1.5000000000000002 75.000000000000014 55.685785750000008 45.063245050000006 45.036141150000006 38.91194105000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -2 -4 11 -8 14 -14 17 -16 -17 18 24 20 -20 -22 23 -23 -3 26 -26 28 -27 -29
right_child=1 12 9 4 -6 6 10 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 19 -21 21 22 -24 -25 25 27 -28 29 -30 -31
leaf_value=-1.5930394995990027 62734.346346932871 -6360.2958543799396 847.49607666015618 -100465.89341947116 -77.916062878024206 45395.931421257468 -57724.956501116074 -21473.084983132103 1369.0832540760871 52698.247858796298 -78150.012678079045 -983.44309279983099 9880.3854352678572 73601.72019769669 -38614.133500031508 34185.414722888308 -441.10604725160465 43907.847186444262 82468.417578125009 -118324.08898809525 -100038.06073495372 119416.04155505952 -46640.385282258067 -19319.383710007442 -10069.550585937501 4000.0931867732561 127229.64379882812 11463.731921448685 141505.72444893976 -85140.504179687501
leaf_weight=4070611 27 174 170 26 31 34 28 44 46 27 34 37 35 20 155 202 1518 74 21 21 27 21 31 42 28 43 32 197 28 20
leaf_count=4070611 27 174 170 26 31 34 28 44 46 27 34 37 35 20 155 202 1518 74 21 21 27 21 31 42 28 43 32 197 28 20
internal_value=0 2030.9 -5956.22 -14882.3 -45868.9 -7817.34 -20966.9 7674.95 24065.8 7953.94 -43533.2 -25425.9 3527.92 33051.8 2911.44 133.688 3625.5 9773.48 6085.98 -19653.5 -5061.41 -20252.5 2664.58 26925.8 14123.4 24365.3 63156.7 16283.7 58227.7 2560.12
internal_weight=0 3193 504 307 57 250 177 78 73 197 99 65 2689 55 2634 1875 1720 759 685 163 142 121 94 63 522 348 60 288 71 217
internal_count=4073804 3193 504 307 57 250 177 78 73 197 99 65 2689 55 2634 1875 1720 759 685 163 142 121 94 63 522 348 60 288 71 217
is_linear=0
shrinkage=0.1


Tree=2138
num_leaves=31
num_cat=0
split_feature=4 3 2 0 1 6 3 6 0 4 1 6 6 6 6 0 0 6 0 1 1 3 6 1 1 6 0 3 0 0
split_gain=1.22462e+12 1.08583e+13 1.07295e+13 2.24612e+13 7.5917e+13 3.6323e+13 4.25596e+13 5.29975e+13 3.3146e+13 4.04619e+13 3.21574e+13 3.14248e+13 7.63489e+13 2.52003e+13 2.53489e+13 3.71563e+13 3.27905e+13 2.46788e+13 4.22402e+13 6.07652e+13 5.25603e+13 6.51418e+13 2.25763e+13 3.7894e+13 5.0818e+13 4.42534e+13 4.11782e+13 3.90493e+13 4.57178e+13 3.54736e+13
threshold=5.5000000000000009 10.500000000000002 36.000000000000007 55.883833400000007 37.563506350000004 38.010000000000012 2.5000000000000004 63.855000000000011 55.866549750000011 3.5000000000000004 37.534144550000008 86.030000000000015 58.305000000000007 90.045000000000016 97.020000000000024 55.840017500000009 55.812023600000011 84.810000000000016 55.783232450000007 37.71815560000001 37.631035900000008 2.5000000000000004 78.605000000000004 37.46219940000001 37.702956500000006 80.720000000000013 55.520061350000013 4.5000000000000009 55.768246800000007 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -8 13 -10 -5 12 -7 17 16 -16 -15 22 20 -20 -19 -22 -1 26 27 -26 -24 -25 -29 -28
right_child=-2 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 21 -23 23 24 25 -27 29 28 -30 -31
leaf_value=-3132.5072369630793 -34.283438888719125 65990.824656249999 128.9741246085359 -19842.854800601883 -172586.30654592803 11346.223126775569 6463.0914094002019 -180744.69523437502 -107064.89886363636 32009.076433724418 -154183.91746651786 -39783.584370930992 224956.6733217593 26853.730655999141 9634.6329395050689 -109773.52252022881 128669.41694467906 -20251.832045491537 -39720.649533155491 166292.29509943182 -266695.66316731775 -48752.554974365237 65869.194127155177 69322.6018347192 27373.308528645834 -88545.872066885975 -112471.84392710541 70291.27289566533 -97619.688854262407 41636.242421875002
leaf_weight=19715 2928705 25 1123188 49 33 44 62 20 22 426 28 24 27 218 376 28 37 96 41 22 24 32 29 254 78 57 59 31 34 20
leaf_count=19715 2928705 25 1123188 49 33 44 62 20 22 426 28 24 27 218 376 28 37 96 41 22 24 32 29 254 78 57 59 31 34 20
internal_value=0 87.6833 86.2445 -2106.64 -29898 -11359.7 13582.3 -39197.3 -1737.36 25179.6 -68694.2 59139.6 92578.4 -2307.48 16940.6 1358.82 41627 -2926.48 -36628.2 32220.4 -65164.2 -142157 -2569.14 17193.9 29858.8 -21570.3 -36045.4 51623.5 -17539.1 -73457.1
internal_weight=0 1.1451e+06 1.14507e+06 21886 287 254 177 82 21599 448 77 95 71 21151 659 404 255 20492 215 63 152 56 20277 562 454 135 108 319 65 79
internal_count=4073804 1145099 1145074 21886 287 254 177 82 21599 448 77 95 71 21151 659 404 255 20492 215 63 152 56 20277 562 454 135 108 319 65 79
is_linear=0
shrinkage=0.1


Tree=2139
num_leaves=31
num_cat=0
split_feature=6 6 1 2 1 0 1 6 1 1 2 5 1 4 6 2 1 0 4 0 6 0 1 0 4 4 1 1 4 1
split_gain=1.20145e+12 1.06399e+13 2.20248e+13 3.82586e+13 3.23393e+13 3.42768e+13 8.0096e+13 7.46934e+13 4.37071e+13 3.21689e+13 3.11527e+13 2.66539e+13 2.45339e+13 3.7497e+13 3.22356e+13 2.55242e+13 2.38435e+13 2.27753e+13 2.21713e+13 2.25786e+13 6.02447e+13 4.88694e+13 8.08556e+13 4.95094e+13 4.43965e+13 7.05305e+13 4.01951e+13 1.39008e+14 1.09596e+14 7.1684e+13
threshold=55.015000000000008 59.010000000000012 37.978059650000013 2828.5000000000005 37.804148700000006 55.539595350000006 37.755233900000007 58.995000000000012 37.600779750000008 37.873748150000004 2828.5000000000005 2.5000000000000004 37.924401400000008 24.500000000000004 56.205000000000005 75.000000000000014 37.768783500000005 55.710673100000008 26.500000000000004 55.649510000000014 58.995000000000012 55.768246800000007 37.71815560000001 55.82518790000001 5.5000000000000009 24.500000000000004 37.618684050000006 37.543519500000009 9.5000000000000018 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -8 -2 -6 -10 16 14 15 -11 17 -9 -14 19 20 -7 26 -23 24 -24 -26 27 -21 -29 -28
right_child=1 -3 3 -5 9 6 7 11 10 12 -12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-44.028102167960661 -1532.9647009003011 -54.058605175557545 4920.3841901544374 668.44846901955225 -13252.420418098398 3230.3859760479868 32875.446940209127 -99050.416763771194 -25279.456538855429 26307.226898674708 -4757.7919359318394 35602.937437500004 -20519.442899199697 19960.684514037504 -1743.1092608252545 -8170.0486166546461 -21514.617647937113 -78730.470683593754 -8553.9064581260791 -9874.3342174548088 37140.479463019117 506.64011976819023 -20445.104819808468 12197.27618908315 103915.02515935725 3647.6398193359378 -44814.838924508971 7061.7193246366678 85959.951662204985 -7368.7629405428006
leaf_weight=2458121 8866 1321637 23821 189578 3947 6480 1289 59 1561 634 1406 50 205 418 1158 1687 121 100 2727 3802 570 41221 62 681 220 103 710 458 286 1826
leaf_count=2458121 8866 1321637 23821 189578 3947 6480 1289 59 1561 634 1406 50 205 418 1158 1687 121 100 2727 3802 570 41221 62 681 220 103 710 458 286 1826
internal_value=0 66.9849 611.035 1143.08 -796.798 -125.43 834.888 23508.5 -5048.76 -6769.65 -15554.7 -28987.4 -680.29 -7269.23 8180.95 -12983.1 -46929.1 -39605 252.581 678.24 5972.05 -77.7275 1209.83 28401.3 57063.4 71941.2 -7765.79 -2138.89 37390.9 -17852.5
internal_weight=0 1.61568e+06 294046 213399 80647 72498 60665 1519 11833 8149 2967 230 4202 2410 1792 1992 180 305 59146 56419 7050 49369 42287 1066 385 323 7082 4546 744 2536
internal_count=4073804 1615683 294046 213399 80647 72498 60665 1519 11833 8149 2967 230 4202 2410 1792 1992 180 305 59146 56419 7050 49369 42287 1066 385 323 7082 4546 744 2536
is_linear=0
shrinkage=0.1


Tree=2140
num_leaves=31
num_cat=0
split_feature=2 6 4 0 6 1 0 0 0 0 1 0 0 0 1 5 4 7 6 4 6 4 0 6 4 5 3 1 0 1
split_gain=1.36593e+12 9.92534e+12 2.66367e+13 6.30555e+13 6.11086e+13 4.54469e+13 4.05346e+13 4.9408e+13 5.37644e+13 5.86824e+13 6.84052e+13 8.26048e+13 5.94357e+13 6.43729e+13 1.43588e+14 8.90713e+13 1.49941e+14 1.11089e+14 8.59894e+13 1.07372e+14 6.90705e+13 6.29939e+13 6.08259e+13 6.03222e+13 9.24985e+13 8.11705e+13 6.12894e+13 5.48821e+13 2.4236e+14 1.01589e+14
threshold=451.00000000000006 58.305000000000007 16.500000000000004 56.342669500000007 93.050000000000011 38.782330450000011 55.071632200000003 55.111813300000001 55.348830750000012 55.60524465000001 37.71815560000001 55.568628050000008 55.685785750000008 55.702806750000008 37.234509300000006 2.5000000000000004 10.500000000000002 6.0000000000000009 72.50500000000001 9.5000000000000018 72.50500000000001 6.5000000000000009 55.696737300000009 83.010000000000005 12.500000000000002 3.5000000000000004 10.500000000000002 37.843405600000004 55.554045200000012 37.978059650000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 -10 27 23 14 20 16 21 18 19 -17 -14 22 -16 -11 26 -26 -25 28 -12 -29
right_child=-2 2 3 4 -6 -7 7 8 9 12 11 -13 13 -15 15 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-142.14858562139901 -25.857989789331562 -8007.9432165004609 -339.63068488366309 -43983.123138657575 110649.48561921297 99078.479779848843 22226.203791267028 -11057.88741750535 3148.6749239903238 -1724.4278624479628 13225.168121158469 26011.501017316506 16969.687095256024 1426.5809283162653 -87890.772871093766 -4057.7569935536758 22929.115137112527 46378.990900102523 15300.514278618783 -91591.876078990594 -94755.927284920937 127774.37935446715 110309.56651611329 -3654.9879527890198 -45924.26178670532 12456.056657342428 93779.491888786768 -57513.32041061778 326619.67596875003 3045.1619967699303
leaf_weight=450284 3396489 4145 108087 478 27 46 1202 3140 19874 11864 1905 3359 83 64386 30 386 992 522 719 220 166 234 32 1276 1236 295 68 324 25 1910
leaf_count=450284 3396489 4145 108087 478 27 46 1202 3140 19874 11864 1905 3359 83 64386 30 386 992 522 719 220 166 234 32 1276 1236 295 68 324 25 1910
internal_value=0 129.668 668.779 -461.979 -35715.6 -297.338 1706.37 2058.81 1844.37 2212.99 6222.97 14344.5 881.481 2133.15 15576.7 21382 41566.8 7306.12 -8087.12 -35835.8 -57514.1 104028 14406.2 -4873.68 -17869.4 -34675.3 1274.73 4933.09 17284.7 -5737.72
internal_weight=0 677315 227031 108638 505 108133 118393 114248 113046 109906 27397 7523 82509 67770 3384 3135 1288 1847 1325 606 249 296 62 14739 2875 1531 1344 4164 1930 2234
internal_count=4073804 677315 227031 108638 505 108133 118393 114248 113046 109906 27397 7523 82509 67770 3384 3135 1288 1847 1325 606 249 296 62 14739 2875 1531 1344 4164 1930 2234
is_linear=0
shrinkage=0.1


Tree=2141
num_leaves=31
num_cat=0
split_feature=6 6 6 2 4 3 1 1 0 4 4 1 0 4 1 0 2 0 4 4 0 3 0 1 1 0 1 0 1 0
split_gain=1.41041e+12 1.37602e+13 1.21207e+13 4.07603e+13 1.58036e+13 1.35633e+13 1.35035e+13 1.20933e+13 1.05433e+13 2.3306e+13 4.512e+13 2.2153e+13 2.09049e+13 1.78962e+13 1.77643e+13 1.56571e+13 1.50457e+13 2.4209e+13 4.93603e+13 2.41697e+13 2.56352e+13 2.24533e+13 1.44111e+13 1.33682e+13 1.26363e+13 2.90464e+13 1.5477e+13 1.46342e+13 2.05832e+13 1.17208e+13
threshold=39.305000000000007 39.025000000000013 39.355000000000011 1696.0000000000002 24.500000000000004 1.5000000000000002 82.973036600000015 82.965501500000016 56.309668500000008 13.500000000000002 12.500000000000002 30.323041000000003 59.933037250000005 18.500000000000004 30.260128500000004 56.262014700000009 75.000000000000014 55.749683450000006 25.500000000000004 19.500000000000004 55.850146250000009 13.500000000000002 55.834019500000004 55.957851400000003 38.247071200000008 55.791814000000009 39.018051150000005 55.710673100000008 37.600779750000008 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 13 10 -10 -11 -12 15 -14 23 17 -15 19 -19 21 29 -20 -3 27 26 -26 28 -18 -21
right_child=2 8 -4 4 -6 6 -8 -9 9 11 12 -13 14 16 -16 -17 24 18 22 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=60.412951092946344 117044.99776785714 -1122.871034458931 -22.787868477339863 3393.8853295085923 28451.316649576824 -7990.2783434121347 -8654.6711559536689 6001.8989823252195 4034.8433245520609 -23293.882102217947 -983.29969308035709 -1376.6555170577794 48741.76595982143 44029.080221598982 146876.59483173079 52750.023850911464 28735.20508542961 70176.901036658659 31551.061441639959 -66410.486107336954 8211.7808068316917 -11122.25069110577 97616.034307065231 11527.610901554632 56069.898888578871 50279.9214368455 5088.9934177093373 -24830.830838042326 -6525.1912058285861 -149410.60405092593
leaf_weight=1030267 28 4228 3020722 1893 150 1068 5777 1465 1614 628 28 1736 35 332 39 60 249 26 117 46 92 52 46 1041 63 188 1087 206 494 27
leaf_count=1030267 28 4228 3020722 1893 150 1068 5777 1465 1614 628 28 1736 35 332 39 60 249 26 117 46 92 52 46 1041 63 188 1087 206 494 27
internal_value=0 100.321 -34.5106 -3445.65 -3771.52 -4245.25 -5985.42 102.315 3407.08 -759.701 8111.22 -7199 72613.9 5442.09 100461 1954.92 11585.3 24000.3 7622.09 -20935.2 -31851.8 -61338.6 50195.2 1376.49 7579.03 13839.1 7881.86 -1247.13 5291.55 -97109.2
internal_weight=0 1.0427e+06 3.0311e+06 10381 10353 10203 8310 2533 12434 4080 1716 2364 102 8354 74 5329 3025 738 406 243 217 125 163 5269 2287 1338 1150 949 743 73
internal_count=4073804 1042701 3031103 10381 10353 10203 8310 2533 12434 4080 1716 2364 102 8354 74 5329 3025 738 406 243 217 125 163 5269 2287 1338 1150 949 743 73
is_linear=0
shrinkage=0.1


Tree=2142
num_leaves=31
num_cat=0
split_feature=3 1 1 6 4 6 6 1 1 4 4 6 5 1 0 1 1 0 6 6 3 6 0 1 3 0 0 0 0 0
split_gain=1.28734e+12 9.76786e+12 1.52606e+13 2.96488e+13 8.86707e+12 7.88867e+12 2.05166e+13 2.78738e+13 2.24504e+13 1.88207e+13 2.30363e+13 1.42768e+13 2.63311e+13 5.88888e+13 2.90965e+13 1.67193e+13 3.78759e+13 3.67948e+13 2.39224e+13 2.37965e+13 3.64139e+13 2.31802e+13 1.93596e+13 1.33532e+13 1.16588e+13 2.83988e+13 2.3048e+13 1.602e+13 2.94759e+13 2.01485e+13
threshold=22.500000000000004 30.157841000000001 30.205407000000005 56.805000000000007 25.500000000000004 149.05000000000004 156.15000000000003 82.948524700000021 65.493200550000012 27.500000000000004 25.500000000000004 103.03500000000001 2.5000000000000004 39.105193450000009 56.288960650000007 39.044653900000007 60.636764050000004 56.685611200000004 120.05000000000001 125.02000000000002 23.500000000000004 104.01000000000001 55.039488700000007 82.948524700000021 23.500000000000004 55.81943720000001 60.01610465000001 55.883833400000007 59.905532300000012 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 -7 10 -8 -4 13 -13 -15 19 -17 18 23 21 -21 -14 -20 -18 25 -23 -27 29 -29 -26
right_child=1 2 5 -5 -6 6 7 -9 -10 -11 -12 12 15 14 -16 16 17 -19 22 20 -22 24 -24 -25 27 26 -28 28 -30 -31
leaf_value=-5.6925262693433645 -28053.731981601235 17470.179164062498 299.3889023567279 98324.786353058516 -56046.408475167409 -16407.335706018519 -11252.567460402397 100943.1680027174 -156193.45712890624 59934.400856854838 -103355.46696068549 -161333.36498325894 91174.150933994388 -26829.81771742877 107834.09754464286 -15570.221810215757 96160.892910879629 154183.33650568183 20091.476375454698 141873.21958575581 21715.586651511272 61556.821219758065 -45525.585123146186 19930.339716796876 66051.493229166663 -123845.82661830357 -7787.2015751231802 137375.62205636161 21294.960730468752 -23327.720195677572
leaf_weight=4032453 119 75 39336 47 21 27 219 23 20 31 31 28 39 68 21 407 54 22 189 43 61 31 59 40 33 28 44 28 100 107
leaf_count=4032453 119 75 39336 47 21 27 219 23 20 31 31 28 39 68 21 407 54 22 189 43 61 31 59 40 33 28 44 28 100 107
internal_value=0 555.122 637.69 33248.6 1388.43 524.196 -14403.2 -4896.95 -75890.8 -13560 -22673.3 652.811 10568.8 -34848.3 4944.81 14704.1 5390.58 28827.5 20763.7 28674.3 71396.1 17837.5 4480.97 63722.4 10128.3 -18466.6 -52921.1 21118.1 46687.6 -2259.76
internal_weight=0 41351 41232 143 96 41089 351 304 47 281 250 40738 1402 117 89 1285 771 364 342 514 104 410 248 94 371 103 72 268 128 140
internal_count=4073804 41351 41232 143 96 41089 351 304 47 281 250 40738 1402 117 89 1285 771 364 342 514 104 410 248 94 371 103 72 268 128 140
is_linear=0
shrinkage=0.1


Tree=2143
num_leaves=31
num_cat=0
split_feature=0 0 6 7 1 4 4 6 4 3 3 3 1 1 4 1 4 1 3 1 4 4 4 3 6 6 5 6 6 6
split_gain=1.23592e+12 2.46856e+13 6.2339e+13 4.18323e+13 8.10304e+13 6.59472e+13 8.50961e+13 8.8187e+13 5.45914e+13 4.99321e+13 8.42336e+13 8.63507e+13 6.84468e+13 7.81326e+13 6.17299e+13 4.1921e+13 6.6096e+13 5.13521e+13 4.41025e+13 3.64097e+13 1.88113e+14 4.14482e+13 3.63077e+13 3.41193e+13 3.97159e+13 3.67861e+13 5.82832e+13 3.15872e+13 3.2061e+13 3.0945e+13
threshold=59.898927250000007 59.882709350000006 37.310000000000009 6.0000000000000009 30.303340300000002 12.500000000000002 9.5000000000000018 50.010000000000012 15.500000000000002 7.5000000000000009 3.5000000000000004 4.5000000000000009 30.315889700000003 30.330566300000005 8.5000000000000018 30.315889700000003 20.500000000000004 30.452677500000004 5.5000000000000009 30.323041000000003 8.5000000000000018 8.5000000000000018 23.500000000000004 19.500000000000004 69.015000000000015 89.00500000000001 1.5000000000000002 96.050000000000011 101.02000000000002 92.02500000000002
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 5 -5 6 -4 -8 9 10 -6 12 -12 -14 -11 16 18 23 -7 20 -13 -21 -19 25 -25 -17 -27 -28 -29 -9
right_child=-2 2 3 4 8 15 7 29 -10 14 11 19 13 -15 -16 17 -18 22 -20 21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.56304128799109276 194.29086471716678 8485.9769024091293 -10876.486443920268 -81949.995440870727 -26587.408003172866 60212.488642187498 -15061.117672045766 62493.397197690225 7148.2605697293293 -122235.54783482142 -29920.733129882814 234648.94872358275 164199.61722450657 22556.555042613636 -23899.389867254853 -40465.404188162123 -153884.46455829329 -17170.414837061217 -10626.381043140309 -60672.535860283431 -15321.484292325107 4573.7298438852922 56756.809458178148 -33701.62283641674 70694.104204545452 -17552.938712086398 -192856.76274509807 -11308.898814655173 -164235.8667067308 165432.27359834558
leaf_weight=3755739 303050 3133 2731 124 763 125 183 207 3831 70 48 39 95 66 725 1146 26 292 296 129 132 397 86 108 55 68 51 29 26 34
leaf_count=3755739 303050 3133 2731 124 763 125 183 207 3831 70 48 39 95 66 725 1146 26 292 296 129 132 397 86 108 55 68 51 29 26 34
internal_value=0 -15.6149 -4062.24 -7370.9 -1897.05 -13802.7 -4405.4 37275.1 -320.153 -11932 -2107.13 18509.3 74887.6 106135 -32557.9 -26648.6 850.461 -33253.6 10406.5 1603.85 41689.3 -11427.7 -350.993 -41640.1 1523.93 -46970.3 -89812.6 -136168 -83601.6 77015.9
internal_weight=0 3.77075e+06 15015 11882 6419 5463 3155 424 6295 2464 1669 906 209 161 795 2308 447 1861 421 697 171 526 378 1483 163 1320 174 106 55 241
internal_count=4073804 3770754 15015 11882 6419 5463 3155 424 6295 2464 1669 906 209 161 795 2308 447 1861 421 697 171 526 378 1483 163 1320 174 106 55 241
is_linear=0
shrinkage=0.1


Tree=2144
num_leaves=31
num_cat=0
split_feature=3 0 6 6 4 1 4 3 5 0 3 6 3 0 6 4 4 1 1 3 1 1 3 4 6 0 0 3 6 4
split_gain=1.21988e+12 9.95365e+12 1.43224e+13 4.60046e+13 4.19911e+13 3.82113e+13 3.65471e+13 5.96407e+13 7.59668e+13 6.55764e+13 4.79108e+13 5.21299e+13 4.17116e+13 6.28979e+13 3.2122e+13 4.27359e+13 4.19367e+13 6.84833e+13 6.33045e+13 7.94258e+13 5.8502e+13 5.26457e+13 5.20456e+13 3.88367e+13 1.29467e+14 3.27834e+13 4.66683e+13 5.35494e+13 7.90767e+13 3.23234e+13
threshold=10.500000000000002 45.055912800000009 110.01500000000001 114.05000000000001 18.500000000000004 37.318079750000003 23.500000000000004 17.500000000000004 3.5000000000000004 45.053967500000006 11.500000000000002 118.04500000000002 12.500000000000002 45.036141150000006 99.050000000000011 26.500000000000004 19.500000000000004 38.430814800000007 38.965413050000002 13.500000000000002 38.958307950000012 38.989878900000008 18.500000000000004 21.500000000000004 102.04000000000001 45.053967500000006 45.029425500000009 12.500000000000002 100.05000000000001 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 4 -4 -5 -7 8 10 -9 -8 -12 -13 -14 15 -2 17 -16 19 -18 22 -20 -21 24 -23 26 -19 -28 -29 -27
right_child=1 -3 3 5 -6 6 7 9 -10 -11 11 12 13 -15 16 -17 18 25 21 20 -22 23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-23.57084401212974 1373.6438092593178 4.7990722998232984 -3561.5155939275569 105171.50999053031 -88762.819667328382 -9896.5423802137375 241536.24085937502 9152.4307846531719 -43652.649862132355 -136518.65816964288 -16700.476371837798 -2353.4737926136363 300299.24345238099 93447.342968750003 -37596.805982142854 -100762.1766101372 -69674.184119897967 22653.671732917555 -90303.364911684781 85510.513866148598 190048.17392857143 -214573.39820312499 -50681.094843750005 6126.6341077508778 43137.115969016333 -129444.96045809658 22334.08803168403 183327.29808285364 57397.208168103454 19009.238059303978
leaf_weight=3436249 51261 581863 110 33 122 1792 20 264 51 35 42 22 21 49 140 41 49 495 92 94 35 35 40 374 44 22 144 76 145 44
leaf_count=3436249 51261 581863 110 33 122 1792 20 264 51 35 42 22 21 49 140 41 49 495 92 94 35 35 40 374 44 22 144 76 145 44
internal_value=0 127.04 1404.2 -5900.13 -48365.6 -1669.99 -3205.6 20584.4 62129 -7899.37 97160.6 75612 117755 155503 1756.28 1292.02 14778.6 27589.3 -3119.51 42423.8 74925.6 -21336.9 44856.3 -7330.41 -71038.4 37444.7 42657.1 69785.1 100703 -30475.5
internal_weight=0 637555 55692 2561 232 2329 2296 504 205 299 154 134 92 70 53131 51302 1829 1066 763 218 169 545 134 453 79 926 860 365 221 66
internal_count=4073804 637555 55692 2561 232 2329 2296 504 205 299 154 134 92 70 53131 51302 1829 1066 763 218 169 545 134 453 79 926 860 365 221 66
is_linear=0
shrinkage=0.1


Tree=2145
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 4 7 1 1 4 6 6 6 6 3 4 6 6 1 3 4 4 6 6 6 5 1 6 6
split_gain=1.2324e+12 2.52613e+13 4.87954e+13 4.61412e+13 5.06957e+13 1.39735e+14 4.44397e+13 1.73665e+14 1.74194e+14 9.29493e+13 6.70205e+13 6.08726e+13 6.03347e+13 6.23639e+13 5.2097e+13 4.13054e+13 5.25781e+13 4.00158e+13 4.60231e+13 4.40601e+13 5.65935e+13 5.08859e+13 4.26448e+13 3.90601e+13 3.57946e+13 3.35443e+13 3.21076e+13 4.82705e+13 3.14571e+13 4.93745e+13
threshold=59.864072000000007 59.882709350000006 30.509101000000005 30.452677500000004 18.500000000000004 30.472130500000002 19.500000000000004 6.0000000000000009 30.330566300000005 30.345769800000003 14.500000000000002 94.02500000000002 86.920000000000016 45.005000000000003 66.010000000000005 8.5000000000000018 11.500000000000002 58.045000000000009 102.04000000000001 30.303340300000002 9.5000000000000018 3.5000000000000004 7.5000000000000009 78.010000000000005 56.205000000000005 59.815000000000005 3.5000000000000004 30.260128500000004 90.045000000000016 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 7 9 14 17 12 -11 13 -10 -9 16 -15 -2 19 21 22 -19 -21 -24 -18 -6 27 -20 29 -23
right_child=1 -3 -4 4 5 -7 -8 8 10 11 -12 -13 -14 15 -16 -17 24 18 26 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-16.40973501644827 4519.2799665234188 -4.2668948956260975 -19568.977233108821 11508.542070620435 77944.595099914979 -15654.802919514976 -5441.4525893248247 -43417.825444441347 60417.001592494424 -13158.656857438176 34241.460340100501 71610.980531609195 -49954.734583333338 156367.60818917412 36792.326974690761 206310.80246710527 118687.24016601563 149483.02589285714 111814.02655657088 46492.863278037628 -62188.049936655414 10555.747268427069 65519.036616847829 177928.59333844867 -12017.666708096593 160872.42815710616 -60899.78962427513 -49953.137752904651 70733.129967206783 -125274.46629464287
leaf_weight=3740823 2665 318065 816 1217 147 168 3828 249 245 3220 426 87 30 105 120 57 40 28 35 304 37 605 69 56 44 73 97 39 81 28
leaf_count=3740823 2665 318065 816 1217 147 168 3828 249 245 3220 426 87 30 105 120 57 40 28 35 304 37 605 69 56 44 73 97 39 81 28
internal_value=0 184.353 4206.43 5582.36 21543.6 53019.4 3532.13 7495.53 40951 1506.24 63661.5 -10928.6 87717 96128.7 -17333.2 131695 109192 11674.8 25503.4 32376.8 56475.7 17241.8 66710.1 115879 50222.8 105462 -23052.4 26558.4 12055.9 4547.46
internal_weight=0 332981 14916 14100 1605 388 12495 8667 1316 7351 947 3307 521 491 369 246 189 4044 1379 1208 466 742 429 125 84 220 171 74 714 633
internal_count=4073804 332981 14916 14100 1605 388 12495 8667 1316 7351 947 3307 521 491 369 246 189 4044 1379 1208 466 742 429 125 84 220 171 74 714 633
is_linear=0
shrinkage=0.1


Tree=2146
num_leaves=31
num_cat=0
split_feature=6 1 1 4 4 6 0 0 3 0 0 4 4 6 0 6 6 6 4 1 5 3 1 6 4 7 0 4 1 3
split_gain=1.21191e+12 7.18436e+12 3.51553e+13 4.73947e+13 6.5504e+13 6.17066e+13 6.74774e+13 7.62294e+13 7.26399e+13 5.56607e+13 7.00079e+13 6.47138e+13 5.48986e+13 6.45106e+13 9.93541e+13 6.27425e+13 7.56633e+13 5.2494e+13 4.6352e+13 4.94054e+13 4.89168e+13 4.83705e+13 4.71172e+13 8.839e+13 5.74965e+13 5.32894e+13 4.48728e+13 1.28166e+14 7.52781e+13 4.53483e+13
threshold=88.00500000000001 82.911604200000014 82.948524700000021 18.500000000000004 15.500000000000002 103.03500000000001 55.043091000000011 55.039488700000007 3.5000000000000004 55.050541250000002 55.046782850000007 20.500000000000004 10.500000000000002 102.04000000000001 55.018166200000003 97.020000000000024 94.02500000000002 96.050000000000011 12.500000000000002 82.92647190000001 4.5000000000000009 2.5000000000000004 82.941727000000014 130.05000000000004 8.5000000000000018 6.0000000000000009 55.061158000000006 24.500000000000004 82.941727000000014 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 6 7 12 -9 10 11 -5 13 14 15 16 -3 -11 19 -7 -20 -21 25 24 -24 -23 -19 28 29 -28
right_child=1 2 -4 9 -6 18 -8 8 -10 17 -12 -13 -14 -15 -16 -17 -18 26 20 21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=13.331359793727001 -437.41501998762152 108386.63268783245 -1044.9129025035243 -55327.638569536597 31874.530091434666 -4987.9106082822491 -4011.5269304777448 265731.40923549113 73510.528151633524 65252.961097520885 -55092.877708657274 2233.5787929665871 -14569.74451173337 194826.97509521485 9067.3459090358538 14058.418543198532 333088.57883522729 -33874.44009378607 -34933.711436404941 -3556.9901684720094 117572.93320312501 20505.329805346428 -93190.657049851201 267718.83776041667 99064.432578125008 172577.3056640625 72409.562874348965 -80920.582471590911 -5652.9772070312501 249869.06440972222
leaf_weight=3844148 200266 47 20477 219 1251 2034 418 28 66 202 309 1806 167 30 258 34 22 176 478 489 22 578 21 24 60 24 24 55 35 36
leaf_count=3844148 200266 47 20477 219 1251 2034 418 28 66 202 309 1806 167 30 258 34 22 176 478 489 22 578 21 24 60 24 24 55 35 36
internal_value=0 -223.15 1236.87 6479.11 11494.1 6182.51 27351.9 47459.1 130768 -4123.96 -10756.9 -3991.56 33425 53924 42214.6 125244 180031 25196.6 109.802 4495.75 -28223.4 20624.3 37349.4 99163 49220.5 26568 376.467 40564.2 110897 178885
internal_weight=0 229656 29390 8913 6051 4800 1070 652 94 2862 2334 2025 558 391 361 103 69 528 3730 3230 500 1196 707 105 81 602 326 150 95 60
internal_count=4073804 229656 29390 8913 6051 4800 1070 652 94 2862 2334 2025 558 391 361 103 69 528 3730 3230 500 1196 707 105 81 602 326 150 95 60
is_linear=0
shrinkage=0.1


Tree=2147
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 3 6 5 6 4 4 5 6 4 6 4 4 3 6 6 6 0 6 6 6 4 7 0 3 6
split_gain=1.21763e+12 5.09714e+12 3.24447e+13 5.337e+13 2.67014e+13 2.26665e+13 1.7709e+13 1.40288e+13 1.17471e+13 1.23061e+13 1.47541e+13 1.67962e+13 9.14442e+12 8.84316e+12 1.7135e+13 2.92935e+13 2.33384e+13 4.39307e+13 3.00068e+13 4.81937e+13 2.48373e+13 2.69002e+13 3.10887e+13 2.24612e+13 5.49515e+13 3.12055e+13 4.86033e+13 4.3692e+13 3.64663e+13 2.20232e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 2.5000000000000004 75.605000000000004 2.5000000000000004 83.010000000000005 9.5000000000000018 12.500000000000002 2.5000000000000004 79.710000000000022 6.5000000000000009 97.020000000000024 7.5000000000000009 8.5000000000000018 4.5000000000000009 116.05000000000001 108.05000000000001 99.050000000000011 54.707511300000007 128.05000000000004 118.04500000000002 120.05000000000001 9.5000000000000018 6.0000000000000009 54.73499850000001 3.5000000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 -6 9 -3 11 -11 -13 -10 15 -15 17 -16 19 -19 -18 22 -22 25 -25 26 27 -23 -27 -26
right_child=-2 8 3 5 7 -7 -8 -9 13 10 -12 12 -14 14 16 -17 20 18 -20 -21 21 23 -24 24 29 28 -28 -29 -30 -31
leaf_value=1039.5136564134862 -3.8647064952583032 -19537.201317927269 84821.68505208334 -86708.465279447119 93743.60842141544 15843.059492807539 -36658.916796875004 192423.10887500003 7253.0694789114177 43333.754365007269 -12719.737718098959 -70761.272214673911 11903.503247070314 97283.873253676473 -110311.34495849611 2908.9417954445835 -57105.807790527346 -46767.323951981707 -51168.13639372238 105644.14360119049 81797.000031250005 -185379.38541666669 -48965.227400716147 162646.84830163047 -66831.374257812495 102526.88906250001 -10093.904153490825 -35692.479106570514 -14687.085728467202 13107.837703940764
leaf_weight=15407 4053548 678 30 26 34 126 20 25 1304 129 285 23 32 34 64 1007 80 41 99 42 75 39 24 23 40 34 126 39 121 249
leaf_count=15407 4053548 678 30 26 34 126 20 25 1304 129 285 23 32 34 64 1007 80 41 99 42 75 39 24 23 40 34 126 39 121 249
internal_value=0 773.389 1631.79 36594.4 89993.9 -1698.65 36229.4 135557 -2158.05 -10922.3 1531.62 23605.7 -22665.4 763.366 -3196.66 5991.31 -11923.6 -39048.7 -13989.3 30356.6 -4073.22 1436.66 50097.1 -5742.75 13882.9 -22799 -48498.2 -110536 11024.4 2043.59
internal_weight=0 20256 15668 261 109 152 50 59 4588 1147 469 184 55 3441 2137 1041 1096 246 182 83 850 770 99 671 312 359 204 78 155 289
internal_count=4073804 20256 15668 261 109 152 50 59 4588 1147 469 184 55 3441 2137 1041 1096 246 182 83 850 770 99 671 312 359 204 78 155 289
is_linear=0
shrinkage=0.1


Tree=2148
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 4 0 4 6 3 6 3 4 4 6 6 5 3 6 1 0 1 2 6 6 4 4 4 6 6
split_gain=1.15021e+12 1.10367e+13 8.2651e+12 1.79141e+13 1.57751e+13 1.36115e+13 1.27394e+13 8.38222e+12 1.10258e+13 1.04621e+13 3.07156e+13 3.01692e+13 1.27201e+13 1.08635e+13 8.6437e+12 4.16034e+13 5.53406e+13 4.65802e+13 3.05147e+13 1.00901e+13 1.54383e+13 2.41512e+13 2.24742e+13 9.78782e+12 8.16599e+12 7.94577e+12 7.45172e+12 7.34332e+12 7.05435e+12 1.34614e+13
threshold=61.78914120000001 30.509101000000005 39.749243900000003 34.382014200000008 39.843340650000009 9.5000000000000018 63.565651350000003 13.500000000000002 156.15000000000003 5.5000000000000009 66.990000000000023 7.5000000000000009 10.500000000000002 9.5000000000000018 85.020000000000024 93.050000000000011 3.5000000000000004 4.5000000000000009 108.05000000000001 30.624707450000006 63.565651350000003 33.882313700000005 14143.500000000002 59.505000000000003 50.410000000000004 4.5000000000000009 5.5000000000000009 5.5000000000000009 92.02500000000002 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 7 5 26 24 8 9 14 12 13 -11 -12 19 16 -16 18 -17 27 21 -21 23 -22 -5 -20 -4 -3 29 -9
right_child=1 2 4 6 -6 -7 -8 28 -10 10 11 -13 -14 -15 15 17 -18 -19 25 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4529070105020763 -67047.762109375006 20749.877004845384 45628.56113700867 -18417.702289007615 -28.407717709487169 -27661.757186776624 -1889.4565561217137 12031.300804078734 68200.104971590903 -8369.7668903251306 -64203.416989571706 -8831.416385690789 56617.025118371217 -148889.88522727272 181231.09145665323 -90960.374367897733 -12718.060246930805 123859.01882440476 58109.023535156251 -33504.418402186391 -21238.541179340446 1324.0505232554322 3506.8648835609165 -53735.805764894561 -46696.768174463759 -20303.412500000002 15939.639721973836 -19764.287698536999 -30849.768232421877 91969.378286637948
leaf_weight=4045394 25 287 128 258 21484 54 271 77 22 345 28 57 33 33 31 55 28 21 24 211 376 3530 361 123 169 28 249 53 20 29
leaf_count=4045394 25 287 128 258 21484 54 271 77 22 345 28 57 33 33 31 55 28 21 24 211 376 3530 361 123 169 28 249 53 20 29
internal_value=0 -634.064 -575.57 -3716.07 351.603 19293.9 -18847.5 -1886.24 -2455.53 -2731.92 -16600.1 -61139.4 -2696.32 -110017 -1390.53 19713.4 89187.4 -12309.8 -39034.6 -2189.24 -3417.68 -640.346 -15499.1 -29248.9 -29610.1 15886.9 26019.7 14434.4 23623.2 33901.2
internal_weight=0 28410 28385 6470 21915 431 698 5772 5646 5624 496 118 378 61 5128 187 59 128 107 4941 4601 3741 860 499 427 52 377 340 126 106
internal_count=4073804 28410 28385 6470 21915 431 698 5772 5646 5624 496 118 378 61 5128 187 59 128 107 4941 4601 3741 860 499 427 52 377 340 126 106
is_linear=0
shrinkage=0.1


Tree=2149
num_leaves=31
num_cat=0
split_feature=4 4 2 7 6 0 0 0 0 1 1 1 1 0 0 0 3 0 7 0 0 6 1 1 6 6 7 6 0 0
split_gain=1.15155e+12 1.04818e+13 5.03966e+13 1.06976e+14 6.64811e+13 1.1594e+14 1.07785e+14 6.40192e+13 7.87556e+13 1.03755e+14 4.37037e+13 5.16254e+13 3.7554e+13 1.46288e+14 2.74954e+14 3.53162e+14 2.31327e+14 1.94293e+14 1.99601e+14 1.67527e+14 1.12246e+14 7.64554e+13 6.46573e+13 6.09584e+13 5.60543e+13 9.18767e+13 6.48892e+13 4.96489e+13 4.92192e+13 1.37613e+14
threshold=10.500000000000002 11.500000000000002 75.000000000000014 6.0000000000000009 68.00500000000001 55.702806750000008 55.696737300000009 55.696737300000009 55.79439725000001 37.682335600000009 37.682335600000009 37.503969450000007 30.315889700000003 59.905532300000012 59.990753350000013 59.982409200000006 3.5000000000000004 60.002985000000002 6.0000000000000009 59.898927250000007 59.91832440000001 49.485000000000007 30.303340300000002 30.303340300000002 85.020000000000024 51.015000000000008 6.0000000000000009 87.395000000000024 59.939085000000013 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 -9 11 -7 13 16 15 20 22 18 21 23 -15 -16 -4 -18 25 -17 -27 -24 29 -14
right_child=1 -3 12 -5 7 10 -8 8 -10 -11 -12 -13 28 14 17 24 19 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=41.14246558850072 32950.48976488263 -27.870672632058273 23655.591318893436 -913.807490116145 38900.497533176371 18979.453918945313 -129258.33860538565 -227493.37767857141 38823.24928252551 13696.981618573591 33844.617479482324 131050.60216365667 -4377.9895109989066 -138009.56260540674 132691.12747201495 -88550.966040209794 42070.027278006426 -9286.2553629557297 48290.096767820003 131386.62595248289 -1751.7297664932639 298037.65460611979 -107262.40605635685 -96168.772330729174 -15319.913828125 -71621.892824074079 -248154.35868925997 6552.5123834978076 -19611.467389850943 37988.00791729505
leaf_weight=2547999 319 1489647 128 2829 146 50 47 42 49 31 99 231 25994 63 67 143 280 378 323 292 1498 48 117 36 40 27 91 57 1943 790
leaf_count=2547999 319 1489647 128 2829 146 50 47 42 49 31 99 231 25994 63 67 143 280 378 323 292 1498 48 117 36 40 27 91 57 1943 790
internal_value=0 -68.7054 -1751.02 9074.91 36942.8 52290 12120.4 -5777.25 -59244.1 -125070 90979.7 111109 -3038.48 6607.48 -5163 -26374.9 41246.3 43239.7 88570.4 76780.3 -7250.92 201705 -30292.4 26321.3 -125553 -142447 -207761 -69978.2 -4243.26 -3128.4
internal_weight=0 1.5258e+06 36158 3843 1014 746 366 268 122 73 380 281 32315 3588 2678 1862 910 816 438 608 1561 115 302 316 301 261 118 174 28727 26784
internal_count=4073804 1525805 36158 3843 1014 746 366 268 122 73 380 281 32315 3588 2678 1862 910 816 438 608 1561 115 302 316 301 261 118 174 28727 26784
is_linear=0
shrinkage=0.1


Tree=2150
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 2 5 3 6 6 3 3 1 6 6 5 6 6 6 1 1 6 4 4 7 0 1 0 1 1
split_gain=1.15091e+12 8.80515e+12 8.16805e+13 4.43514e+13 6.85019e+13 8.47915e+13 3.67119e+13 3.49945e+13 5.73023e+13 3.40635e+13 2.90337e+13 3.46193e+13 6.04377e+13 2.8181e+13 2.73664e+13 5.11531e+13 3.16931e+13 3.65908e+13 2.62471e+13 2.59451e+13 5.45242e+13 3.32518e+13 4.14554e+13 3.35909e+13 2.57585e+13 5.204e+13 2.55066e+13 7.57834e+13 5.64451e+13 5.39596e+13
threshold=9.5000000000000018 47.207933300000008 47.139841100000005 8.5000000000000018 44.878071950000013 2892.5000000000005 1.5000000000000002 7.5000000000000009 63.855000000000011 80.720000000000013 7.5000000000000009 1.5000000000000002 37.318079750000003 156.15000000000003 156.15000000000003 4.5000000000000009 168.45000000000002 247.90000000000001 156.15000000000003 39.689978950000004 39.652459050000012 48.025000000000013 8.5000000000000018 3.5000000000000004 6.0000000000000009 46.323575350000006 39.105193450000009 44.601833250000006 38.782330450000011 39.712886600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 24 -9 26 11 12 -6 -12 -11 16 -16 -18 -8 20 -4 -22 23 -23 -1 -26 27 -5 -29 -28
right_child=-2 -3 19 4 5 6 18 8 -10 14 13 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-2.3358420981985728 49.50832477192867 -157.80149075259527 8373.5007559993192 -24589.628838053501 -89884.922670990578 4409.0270170280883 -11800.916172838632 -2126.4019759255534 -42482.021784884775 11047.543816534067 13409.323045400954 4575.9149518447102 17839.988604592101 121990.88014322918 -112124.39765625 -141200.60413602943 101737.38945312501 -33190.378614390982 103053.25234375001 -2046.2755873491421 17591.407706961716 11269.893739990235 -13449.522087913336 77029.631675632525 -4268.7221992175546 24130.295201483121 25572.998007878981 -2381.5162008132493 165900.703125 -1846.1359109221762
leaf_weight=245008 2181312 1553627 5954 1943 53 2457 3864 1097 518 2655 5888 20943 3002 24 20 34 37 44 20 1496 761 100 86 348 22855 664 762 5858 20 12354
leaf_count=245008 2181312 1553627 5954 1943 53 2457 3864 1097 518 2655 5888 20943 3002 24 20 34 37 44 20 1496 761 100 86 348 22855 664 762 5858 20 12354
internal_value=0 -57.064 404.797 152.106 2612.01 5346.12 -5157.66 -394.051 -15070.2 -1565.27 7572.95 6026.55 15971.1 13850.1 8814.27 -35106.7 608.107 28443.3 -11209.5 9943.77 12418.2 31014.4 50143.5 62351.1 -305.785 -3466.95 -2948.42 -7468.43 -1808.93 -253.167
internal_weight=0 1.89249e+06 338865 330120 59978 36251 6341 270142 1615 23727 29910 23998 3055 5912 2790 135 101 81 3884 8745 7249 1295 534 448 268527 23519 20937 7821 5878 13116
internal_count=4073804 1892492 338865 330120 59978 36251 6341 270142 1615 23727 29910 23998 3055 5912 2790 135 101 81 3884 8745 7249 1295 534 448 268527 23519 20937 7821 5878 13116
is_linear=0
shrinkage=0.1


Tree=2151
num_leaves=31
num_cat=0
split_feature=4 5 2 6 6 3 6 0 1 6 0 4 1 1 0 0 6 1 6 1 6 1 0 4 6 3 6 3 7 6
split_gain=1.25758e+12 1.01653e+13 1.3588e+13 1.80674e+13 7.7899e+13 1.00487e+14 1.58444e+13 2.73125e+13 3.75789e+13 3.10991e+13 3.17839e+13 5.18865e+13 2.91125e+13 2.30113e+13 6.17918e+13 1.07017e+14 6.8218e+13 6.06303e+13 7.11022e+13 6.65099e+13 4.95121e+13 3.45017e+13 2.70191e+13 2.91446e+13 2.78289e+13 4.25693e+13 3.77579e+13 2.63885e+13 2.07293e+13 1.99462e+13
threshold=5.5000000000000009 3.5000000000000004 9236.5000000000018 64.015000000000015 65.410000000000011 2.5000000000000004 100.05000000000001 44.601833250000006 39.908802000000009 90.045000000000016 43.550475500000012 4.5000000000000009 39.763755750000009 30.370944000000005 59.91832440000001 59.950512650000007 96.050000000000011 30.303340300000002 99.050000000000011 30.277905650000005 69.605000000000004 30.260128500000004 59.933037250000005 4.5000000000000009 87.395000000000024 3.5000000000000004 96.050000000000011 3.5000000000000004 6.0000000000000009 94.02500000000002
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 6 -4 5 -5 7 8 9 12 -11 -12 -3 14 21 17 29 19 20 -16 -19 -9 24 -24 25 -22 -26 -18 -10 -17
right_child=-2 2 3 4 -6 -7 -8 13 28 10 11 -13 -14 -15 15 16 27 18 -20 -21 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=30.078547582949682 -34.741729344477122 -32614.328696256795 -3231.6735719925318 292790.94055397733 7755.1888976064547 21517.864474826391 -2676.204807641855 15162.272866357278 -4539.7562017859109 -197988.6148809524 24396.12078890414 -145451.2225 87865.795525568188 1924.8472738808855 79741.491100643383 5647.6661952362629 -44311.131234163855 225108.15960582389 272976.51949404762 -49006.281059827306 175655.00358072919 -17076.215012131328 70405.297390879758 201287.22893518521 -27491.136305803575 620.79567057291672 98533.748524305556 -174332.39149305556 81230.646649380389 89162.274316406256
leaf_weight=1102205 2928705 227 1560 22 4363 36 9343 684 994 21 37 35 22 24071 85 269 37 22 21 76 33 645 46 27 70 24 36 27 29 32
leaf_count=1102205 2928705 227 1560 22 4363 36 9343 684 994 21 37 35 22 24071 85 269 37 22 21 76 33 645 46 27 70 24 36 27 29 32
internal_value=0 88.8554 1599.19 6020.82 9285.67 124415 882.752 2088.82 -11701.9 -40398.5 -89740.8 -58168.6 -21969.5 2807.17 12759.6 34623.7 -5408.41 67832.2 96030.9 18966.1 81628.4 -483.946 68253.2 118814 45609.5 101956 15309.8 -99163.9 -2108.34 14526.3
internal_weight=0 1.1451e+06 42894 5981 4421 58 36913 27570 1365 342 93 72 249 26205 2134 805 365 440 279 161 258 1329 236 73 163 57 106 64 1023 301
internal_count=4073804 1145099 42894 5981 4421 58 36913 27570 1365 342 93 72 249 26205 2134 805 365 440 279 161 258 1329 236 73 163 57 106 64 1023 301
is_linear=0
shrinkage=0.1


Tree=2152
num_leaves=31
num_cat=0
split_feature=6 3 2 1 1 1 5 0 0 2 5 0 0 1 1 1 1 5 0 1 1 4 0 2 1 1 2 7 1 0
split_gain=1.22496e+12 3.15313e+12 5.23832e+12 7.20873e+12 6.09974e+12 1.0005e+13 1.43297e+13 6.58713e+12 1.89645e+13 5.91145e+12 7.15968e+12 9.23464e+12 7.60974e+12 1.06068e+13 8.23534e+12 4.79421e+12 4.61862e+12 1.52176e+13 2.18257e+13 8.89437e+12 1.37042e+13 1.2113e+13 1.16005e+13 1.09354e+13 6.86592e+12 7.79069e+12 6.14207e+12 8.42388e+12 1.05059e+13 1.04106e+13
threshold=247.90000000000001 1.5000000000000002 10391.500000000002 91.443676550000006 82.918694400000007 47.800771000000005 3.5000000000000004 55.910578700000009 57.57007620000001 1250.5000000000002 4.5000000000000009 47.319699650000011 44.249882500000005 39.625203600000013 38.97264950000001 30.084656550000002 37.702956500000006 4.5000000000000009 59.905532300000012 37.46219940000001 30.389265100000003 11.500000000000002 59.963561900000009 2828.5000000000005 30.472130500000002 37.331232350000008 13916.000000000002 6.0000000000000009 37.957884500000006 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 -11 14 -14 -3 17 19 -19 20 22 -21 -17 24 -22 -26 27 28 29 -18
right_child=1 15 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 16 26 18 -20 21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.5357825966429148 32650.088335503475 -42141.611650815219 -48151.392588975694 55889.089866943359 -45563.100435267857 5960.2824305943086 94237.987926136368 -100816.81264816811 7845.0821723090285 -20601.666888082254 -50999.037785050677 -61732.394211647734 36604.081835937504 87269.859446022732 -43988.309591238845 84730.263925781255 11800.559261431014 19500.86478794643 -117275.410625 92595.071999318985 -68993.079557291669 11648.356705729168 -102.44851707175927 36510.590663213319 14518.370434570314 -52523.638100961543 48680.746623883926 -15692.347731042288 5009.3636417571861 -67702.269335937497
leaf_weight=4070611 36 23 27 20 35 112 22 29 36 53 37 22 32 22 21 40 28 28 20 38 24 36 27 46 52 26 28 252 1981 40
leaf_count=4070611 36 23 27 20 35 112 22 29 36 53 37 22 32 22 21 40 28 28 20 38 24 36 27 46 52 26 28 252 1981 40
internal_value=0 1957.9 -5300.68 -2875.16 -5446.9 -2119.73 20453.6 -12622.6 -40634.8 -4457.62 -11601.3 -1883.25 8403.32 28900.2 4671.25 3318.38 3710.57 14652.5 -37489.2 23312.8 13020.6 53215.6 50543.9 -3966.26 -22220.5 -7828.97 2127.29 1560.8 3682.71 -34965.8
internal_weight=0 3193 504 477 457 422 134 288 65 223 187 150 128 75 53 2689 2666 337 48 289 215 74 67 148 102 78 2329 2301 2049 68
internal_count=4073804 3193 504 477 457 422 134 288 65 223 187 150 128 75 53 2689 2666 337 48 289 215 74 67 148 102 78 2329 2301 2049 68
is_linear=0
shrinkage=0.1


Tree=2153
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 4 1 7 4 1 6 4 6 3 6 6 6 1 6 6 4 6 7 4 6 5 6 1
split_gain=1.19385e+12 1.58929e+13 4.39159e+13 7.38031e+13 1.58726e+14 5.44937e+13 5.01909e+13 5.31205e+13 4.50425e+13 7.65241e+13 7.14181e+13 4.57221e+13 4.4268e+13 4.59511e+13 3.84173e+13 3.53223e+13 3.93034e+13 4.52789e+13 3.36878e+13 3.35898e+13 9.41798e+13 7.35261e+13 3.3234e+13 3.24387e+13 3.13386e+13 3.80721e+13 2.78548e+13 4.67778e+13 3.84433e+13 2.73257e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.303340300000002 30.315889700000003 14.500000000000002 16.500000000000004 5.5000000000000009 30.389265100000003 6.0000000000000009 12.500000000000002 30.323041000000003 72.50500000000001 7.5000000000000009 102.04000000000001 8.5000000000000018 69.605000000000004 58.995000000000012 58.605000000000011 30.330566300000005 71.715000000000018 74.615000000000009 19.500000000000004 70.00500000000001 6.0000000000000009 20.500000000000004 94.02500000000002 1.5000000000000002 83.010000000000005 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 11 10 -10 12 18 -14 -15 16 17 -12 -6 20 -13 22 -21 29 25 -24 27 -23 -29 -9
right_child=1 -3 -4 4 8 -7 -8 23 9 -11 15 19 13 14 -16 -17 -18 -19 -20 21 -22 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.886767758753967 26877.412090946324 -42.177510845657736 -7703.8683603326253 242848.00260416666 53746.641310319748 90344.180313595221 11720.780691685562 -37140.908228458422 17034.096277381446 -118822.34335937501 104050.23467525654 5383.3274985231001 -70183.809982638893 3690.935862682712 102877.86255482456 48717.185530479917 24117.428007238053 253621.17209051727 162678.36877111488 7933.757655510065 -137896.68033447265 -24634.110250538797 -45119.23185617337 -26150.125306903326 34091.626411309298 35592.261056208954 18439.813269761031 56579.039751838245 177645.33137297456 -2141.2333903499316
leaf_weight=3915450 465 144405 2800 30 122 107 2688 239 557 32 67 162 54 124 57 188 34 29 37 1121 64 29 382 855 83 69 102 51 54 3347
leaf_count=3915450 465 144405 2800 30 122 107 2688 239 557 32 67 162 54 124 57 188 34 29 37 1121 64 29 382 855 83 69 102 51 54 3347
internal_value=0 269.185 3492.53 6304.43 18195.9 123739 737.65 -5280.01 13965.5 33066 38620.8 7066.19 38345.1 10773.6 34926.6 76431.5 116511 149233 79095.5 1244.79 -35191.5 5599.43 -1846.73 -8647.09 -22378.4 -32770.9 57817.2 87791 118842 -4473.89
internal_weight=0 158354 13949 11149 3555 137 7594 4906 3418 907 875 2511 394 235 181 318 130 96 159 2117 226 1891 1655 4441 534 451 236 134 105 3586
internal_count=4073804 158354 13949 11149 3555 137 7594 4906 3418 907 875 2511 394 235 181 318 130 96 159 2117 226 1891 1655 4441 534 451 236 134 105 3586
is_linear=0
shrinkage=0.1


Tree=2154
num_leaves=31
num_cat=0
split_feature=2 4 1 5 3 7 5 2 6 1 3 0 6 1 2 4 4 4 6 1 3 1 1 3 2 4 6 1 6 2
split_gain=1.23575e+12 7.55492e+12 8.33998e+12 7.37581e+12 7.31148e+12 7.73466e+12 7.11094e+12 6.34787e+12 2.16902e+13 3.67014e+13 3.72375e+13 2.9085e+13 2.8754e+13 4.18281e+13 4.82751e+13 4.1557e+13 6.39926e+13 5.47329e+13 4.79793e+13 3.4592e+13 2.7517e+13 2.66445e+13 2.59456e+13 2.25423e+13 2.13206e+13 2.29802e+13 3.52001e+13 2.12114e+13 2.64563e+13 1.94336e+13
threshold=3338.0000000000005 34.500000000000007 60.590708550000009 3.5000000000000004 11.500000000000002 6.0000000000000009 2.5000000000000004 5791.5000000000009 46.010000000000012 45.71452080000001 1.5000000000000002 60.753246850000004 114.05000000000001 40.377616600000003 5762.5000000000009 8.5000000000000018 9.5000000000000018 4.5000000000000009 142.05000000000004 39.843340650000009 12.500000000000002 30.370944000000005 28.601854300000003 3.5000000000000004 4395.5000000000009 3.5000000000000004 69.015000000000015 44.064675150000006 138.05000000000004 5873.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 8 -2 11 24 12 22 19 15 17 -17 27 -19 21 -18 23 -10 -14 -11 -26 -27 28 -15 -9
right_child=1 2 3 -5 -6 6 -8 29 9 10 -12 -13 13 14 -16 16 20 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-45.848652258537832 -354.19352053498068 -21458.037766068072 -32643.016844928075 -49405.878409090918 5383.8647073167458 -10342.408776786111 35451.810103352866 -8810.3686359375333 -29090.803892472773 444.1689795081702 925.26671468510074 -28977.753624742298 8442.5647321428569 49863.452818080361 154400.2685032895 -112178.69942434212 64799.828656914891 81587.485378196026 262455.34950284095 -105871.58753906252 -31774.693091388082 29383.728926132113 3820.6836918321878 -109687.744140625 2004.017507286738 -4443.9054479931101 -17064.279880521775 103966.1273828125 -91668.045437499997 -39.871062868764966
leaf_weight=2406287 233006 324 126 33 597 176 42 2532 241 11074 217943 270 35 28 38 38 94 44 22 30 43 167 39393 30 3493 10447 2803 20 25 1144403
leaf_count=2406287 233006 324 126 33 597 176 42 2532 241 11074 217943 270 35 28 38 38 94 44 22 30 43 167 39393 30 3493 10447 2803 20 25 1144403
internal_value=0 66.1612 -7560.05 -2936.89 -1307.27 -12919.5 -1519.67 72.1021 362.18 945.248 485.504 3733.8 3953.24 25427.9 47945.9 35062.9 2640.47 75882.5 141877 -4825.22 34488.1 8241.12 3620.56 -46079.1 -2959.98 -5211.53 -7113.71 16216.4 -16896.7 -59.233
internal_weight=0 1.66752e+06 1298 974 941 344 218 1.66622e+06 519284 286278 245760 40518 40248 614 352 314 175 139 66 262 137 232 39634 65 27817 16743 13250 73 53 1.14694e+06
internal_count=4073804 1667517 1298 974 941 344 218 1666219 519284 286278 245760 40518 40248 614 352 314 175 139 66 262 137 232 39634 65 27817 16743 13250 73 53 1146935
is_linear=0
shrinkage=0.1


Tree=2155
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 4 4 7 1 1 4 1 0 3 0 1 4 1 1 4 6 1 2 0 3 4 4 1 0
split_gain=1.35302e+12 6.98918e+12 8.64456e+12 1.26053e+13 7.96152e+12 1.3068e+13 9.59236e+12 8.24076e+12 7.69192e+12 8.67464e+12 8.39646e+12 2.49831e+13 1.55508e+13 1.37266e+13 9.06807e+12 8.9623e+12 3.6954e+13 8.12737e+12 7.28273e+12 1.28666e+13 6.9234e+12 2.41406e+13 2.04077e+13 2.27265e+13 9.6973e+13 4.98124e+13 2.10211e+13 2.41e+13 1.82113e+13 1.81627e+13
threshold=42.005000000000003 42.205000000000005 30.330566300000005 30.205407000000005 59.933037250000005 59.963561900000009 12.500000000000002 18.500000000000004 6.0000000000000009 30.362494150000003 37.873748150000004 18.500000000000004 37.924401400000008 55.759969450000007 1.5000000000000002 55.721784200000009 37.682335600000009 26.500000000000004 82.981285100000022 83.015546400000019 17.500000000000004 41.990000000000002 37.488790500000007 75.000000000000014 55.768246800000007 5.5000000000000009 24.500000000000004 20.500000000000004 37.401708450000008 43.6005307
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 6 -6 -8 9 -4 13 18 -13 15 -15 -10 -17 -16 -12 -20 -1 29 23 24 26 -26 27 -23 -27 -22
right_child=1 -3 8 4 5 -7 7 -9 10 -11 11 12 -14 14 17 16 -18 -19 19 -21 21 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-19.051786291186755 5684.4872701009117 -31.373010623698271 43733.816856317935 -7003.7472291861013 -30311.720031117584 -15380.444354815816 -122758.16512096774 -47190.711038773152 -17178.780003582844 139.01146443697837 -3893.8790354379039 79172.764568770566 12824.541517183221 56835.15939002404 -6236.592195869961 -150349.35247395834 21727.82385817308 33724.30240056818 -55866.045490056829 -9813.1244049285669 -20253.773845963849 41706.264165296052 7050.4260946327186 -22.526733920299435 -233743.02106370192 -118771.48861268941 51619.140237141924 -61850.008117897727 -9123.9330357142862 390.53507128406727
leaf_weight=1167205 240 2665829 46 201 59 172 31 27 770 5895 1601 38 502 26 682 24 26 55 77 286 427 38 9255 1614 26 33 75 55 28 218461
leaf_count=1167205 240 2665829 46 201 59 172 31 27 770 5895 1601 38 502 26 682 24 26 55 77 286 427 38 9255 1614 26 33 75 55 28 218461
internal_value=0 -41.6383 -2585.38 -13091.7 -22288.2 -32918.6 -58701.2 -87580.2 -1820.56 476.558 -5159.72 -1555.85 17493.5 -10860.3 -1206.82 -19842.8 -60869.2 -3254.44 -6793.45 -19581.9 79.7647 581.213 5125.64 -4405.61 -32147.9 -117842 12229.3 -19536.7 -68441.5 350.263
internal_weight=0 2.67659e+06 10758 730 490 289 117 58 10028 5941 4087 2504 540 1583 763 820 50 737 1964 363 1.39722e+06 230012 11124 1869 255 87 168 93 61 218888
internal_count=4073804 2676587 10758 730 490 289 117 58 10028 5941 4087 2504 540 1583 763 820 50 737 1964 363 1397217 230012 11124 1869 255 87 168 93 61 218888
is_linear=0
shrinkage=0.1


Tree=2156
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 6 6 1 2 4 4 4 6 4 4 1 7 4 6 4 6 6 4 5 5 6 6 6 5 6
split_gain=1.3139e+12 8.81825e+12 2.73867e+13 3.77408e+13 2.44074e+13 2.36398e+13 3.23886e+13 2.33055e+13 1.94582e+13 1.66904e+13 3.91818e+13 1.65571e+13 1.7008e+13 1.54227e+13 5.9866e+13 8.08064e+13 2.84586e+13 8.49144e+13 1.95012e+13 2.84418e+13 2.3635e+13 1.76713e+13 1.84666e+13 5.43914e+13 1.87749e+13 1.70207e+13 3.36859e+13 1.67889e+13 1.53858e+13 1.50522e+13
threshold=60.753246850000004 60.064438250000002 30.205407000000005 3338.0000000000005 26.500000000000004 57.005000000000003 47.005000000000003 30.084656550000002 2561.0000000000005 3.5000000000000004 4.5000000000000009 4.5000000000000009 94.02500000000002 15.500000000000002 13.500000000000002 30.157841000000001 6.0000000000000009 5.5000000000000009 79.015000000000015 6.5000000000000009 72.020000000000024 69.605000000000004 8.5000000000000018 2.5000000000000004 2.5000000000000004 71.715000000000018 64.805000000000021 80.720000000000013 1.5000000000000002 51.805000000000007
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 5 8 6 -3 11 29 -7 -11 12 -5 14 15 16 18 -18 20 -20 21 22 23 -12 -24 26 -15 -16 -13 -4
right_child=-2 2 4 7 -6 9 -8 -9 -10 10 13 28 -14 25 27 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6392423843822446 478.10980066566202 15023.772692411821 -8060.461737351191 -26995.406538540126 6416.8405749198719 -21084.72255408654 -19768.111674834872 22701.260640462242 -7238.0454020727329 126768.73765958461 152237.61184737043 -17098.514112949553 51725.609199892242 -26343.570345982142 73175.30084134615 -100204.6843374399 106495.57580030488 -72481.343975260417 30994.407271634613 178907.68613281252 -56784.997137451173 120424.72152478449 -71105.580615234372 -8744.9114643895355 32178.412681995742 -37356.022086588542 129446.65066236415 157379.33598345588 3295.8543306631968 103937.31947544643
leaf_weight=4001071 56679 1010 21 512 1599 65 364 288 9640 41 41 527 29 35 78 52 41 75 26 26 24 29 24 43 66 72 23 34 1241 28
leaf_count=4001071 56679 1010 21 512 1599 65 364 288 9640 41 41 527 29 35 78 52 41 75 26 26 24 29 24 43 66 72 23 34 1241 28
internal_value=0 -6.74582 -2345.74 4010.63 -5029.52 13747.8 5806.71 -4121.83 -6918.54 27472.5 31796.1 -7467.46 -22775.6 26144.6 33359.6 16978.7 32405.3 -9222.26 49712.8 104951 37059.2 48154 36108.9 69829.9 4636.01 -4879.89 35435.3 98737.2 -2783.24 55938.3
internal_weight=0 4.01712e+06 16054 4766 11288 2169 1374 2597 9689 795 730 2309 541 689 559 447 395 116 279 52 227 203 174 84 90 130 58 112 1768 49
internal_count=4073804 4017125 16054 4766 11288 2169 1374 2597 9689 795 730 2309 541 689 559 447 395 116 279 52 227 203 174 84 90 130 58 112 1768 49
is_linear=0
shrinkage=0.1


Tree=2157
num_leaves=31
num_cat=0
split_feature=6 6 6 7 6 4 5 2 0 3 1 5 0 0 4 1 1 1 4 4 4 3 4 3 1 1 1 0 0 1
split_gain=1.26862e+12 1.11518e+13 1.04935e+13 1.18704e+13 1.01068e+13 1.99024e+13 1.57937e+13 2.4767e+13 4.34573e+13 2.42326e+13 2.02026e+13 1.84382e+13 1.8541e+13 1.7825e+13 2.47263e+13 2.3246e+13 4.88535e+13 2.74604e+13 1.97206e+13 1.9659e+13 1.82605e+13 1.54393e+13 1.5431e+13 1.96455e+13 2.82375e+13 1.43129e+13 1.35771e+13 1.50327e+13 2.17339e+13 1.37168e+13
threshold=39.305000000000007 39.025000000000013 39.005000000000003 6.0000000000000009 37.310000000000009 34.500000000000007 1.5000000000000002 2851.5000000000005 43.550475500000012 3.5000000000000004 83.117716000000016 4.5000000000000009 56.115175650000005 59.933037250000005 12.500000000000002 30.330566300000005 30.277905650000005 30.242318500000007 13.500000000000002 27.500000000000004 9.5000000000000018 7.5000000000000009 23.500000000000004 10.500000000000002 30.425503950000003 39.004719500000007 37.897576350000001 55.568628050000008 55.685785750000008 37.804148700000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 -8 11 -11 -9 -13 19 20 16 17 -16 -19 22 -15 -21 23 -10 -25 -26 27 -24 -29 -30
right_child=-2 -3 3 -5 5 -7 7 9 13 10 -12 12 -14 14 15 -17 -18 18 -20 21 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=36.074485905216555 -32.729898924940954 3072.0309647727668 -9619.2295131996034 -1359.3876022052891 803.79111431138256 -31578.283277652139 36565.283867220394 -1911.4712333545278 -1502.9689001018976 -10671.935949905381 4941.8527639465983 12872.328384164664 129419.16683407739 17249.16090984274 9041.6268496739722 -16045.918824249267 54567.944437923346 -121664.18062499999 -21189.915328543528 116336.51565755208 63079.498538208012 18761.3464140625 -95188.795688100974 -24843.141641945509 28403.040842470051 -4931.6282864623281 9915.0752350348412 26594.274911852386 -17760.1966173172 -58100.563304004856
leaf_weight=803854 3031103 12434 2196 8377 180653 190 334 11845 11699 6889 942 39 21 271 257 400 203 30 56 24 128 50 26 159 614 163 185 95 464 103
leaf_count=803854 3031103 12434 2196 8377 180653 190 334 11845 11699 6889 942 39 21 271 257 400 203 30 56 24 128 50 26 159 614 163 185 95 464 103
internal_value=0 95.1449 59.2177 -3074.95 91.7153 769.769 -54.4625 -2134.03 891.211 -4473.31 -8793.74 -1631.38 53663.7 92.9839 11074.2 2268.57 15685.8 -7326.13 -56239.1 -994.463 31951.6 50407.3 -1276.05 -387.628 13552.9 21410.1 -14134.3 -20601.1 -17671.7 -25088.3
internal_weight=0 1.0427e+06 1.03027e+06 10573 1.01969e+06 180843 838851 34997 15261 19736 7831 11905 60 14927 1345 946 546 343 86 13582 399 74 13508 12635 936 777 873 688 662 567
internal_count=4073804 1042701 1030267 10573 1019694 180843 838851 34997 15261 19736 7831 11905 60 14927 1345 946 546 343 86 13582 399 74 13508 12635 936 777 873 688 662 567
is_linear=0
shrinkage=0.1


Tree=2158
num_leaves=31
num_cat=0
split_feature=4 1 1 7 0 0 1 1 0 0 0 0 0 0 1 0 0 4 4 1 0 2 0 0 6 0 1 1 0 0
split_gain=1.34889e+12 9.50299e+12 3.93907e+13 5.50563e+13 1.24254e+14 1.54278e+14 2.73526e+14 1.5237e+14 9.79667e+13 1.46976e+14 1.25561e+14 1.17473e+14 1.49968e+14 9.18263e+13 8.94014e+13 8.76866e+13 7.79703e+13 7.61963e+13 2.61504e+14 7.60125e+13 7.57516e+13 6.60964e+13 8.93799e+13 8.19509e+13 1.34353e+14 9.21631e+13 6.34304e+13 5.93866e+13 1.20985e+14 1.31925e+14
threshold=10.500000000000002 37.957884500000006 37.843405600000004 6.0000000000000009 55.649510000000014 55.768246800000007 37.897576350000001 37.924401400000008 55.988910100000005 55.801384500000005 56.006509350000009 55.783232450000007 55.759969450000007 55.759969450000007 37.858952300000006 55.922096200000006 55.710673100000008 24.500000000000004 16.500000000000004 37.924401400000008 55.554045200000012 75.000000000000014 55.721784200000009 55.685785750000008 68.515000000000015 55.753967500000009 37.873748150000004 37.897576350000001 55.633951400000008 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 20 9 11 14 12 27 16 -10 -7 -8 18 -13 -18 -4 22 -6 -23 25 -25 -26 -5 -29 -30
right_child=1 -3 3 8 5 15 13 -9 10 -11 -12 17 -14 -15 -16 -17 19 -19 -20 -21 -22 23 -24 24 26 -27 -28 28 29 -31
leaf_value=44.528568966922101 -20.17963140860272 -290.34419419078398 178.63801579953608 -3101.7268086638674 30528.154711156094 -8745.3171515244994 4974.4839344886168 102246.8345389888 141273.43789341519 -23029.506313037054 14284.773244127102 39552.722105648339 -45348.033891349565 179662.11998922413 -79990.950446428571 8793.5925734245975 25817.385108129529 50806.29943684896 -46115.675245481805 -43725.077672012587 -35317.781259927942 22043.618029046535 -14225.421440858066 51898.761682916564 99630.962539535583 3790.4834812324416 41359.050463380678 60304.447684294733 -6610.0451285782037 27799.379196729496
leaf_weight=2547999 598933 872386 1047 14022 1228 6209 6788 106 140 2850 686 1059 746 29 21 5270 207 675 537 653 1412 2165 701 957 578 682 276 427 3344 1671
leaf_count=2547999 598933 872386 1047 14022 1228 6209 6788 106 140 2850 686 1059 746 29 21 5270 207 675 537 653 1412 2165 701 957 578 682 276 427 3344 1671
internal_value=0 -74.3599 214.003 2788.23 5845.09 7936.38 14881.1 -15143.7 -517.346 -1635.98 32937.2 1076.16 -1347.02 2054.02 112413 -693.217 1380.56 22640.5 10728.2 -26986.4 -20204 29830.7 14264.7 36277 48637.8 31880.6 80798.4 339.414 9205.95 4855.19
internal_weight=0 1.5258e+06 653419 54486 28308 25743 14264 2565 26178 25331 847 22481 20210 7677 161 11479 7648 2271 1596 860 2459 6587 1929 4658 2493 1639 854 19464 5442 5015
internal_count=4073804 1525805 653419 54486 28308 25743 14264 2565 26178 25331 847 22481 20210 7677 161 11479 7648 2271 1596 860 2459 6587 1929 4658 2493 1639 854 19464 5442 5015
is_linear=0
shrinkage=0.1


Tree=2159
num_leaves=31
num_cat=0
split_feature=2 4 4 1 1 6 0 4 1 3 1 6 1 3 5 3 0 6 3 0 4 6 4 0 3 3 3 3 4 0
split_gain=1.3189e+12 6.25937e+12 4.49509e+13 2.27916e+13 2.47164e+13 3.83072e+13 2.1594e+13 5.81344e+13 3.6637e+13 3.66949e+13 3.13878e+13 3.11668e+13 4.86362e+13 1.81594e+13 1.62348e+13 1.41101e+13 1.33995e+13 1.57823e+13 1.33164e+13 1.62027e+13 1.89484e+13 1.79283e+13 1.7022e+13 2.16796e+13 1.30654e+13 1.28191e+13 1.27379e+13 1.19703e+13 1.19412e+13 6.314e+13
threshold=3338.0000000000005 28.500000000000004 29.500000000000004 60.549354600000008 60.66055595000001 45.995000000000012 56.782540950000005 31.500000000000004 60.636764050000004 11.500000000000002 60.571186450000006 66.50500000000001 60.620042600000012 14.500000000000002 3.5000000000000004 22.500000000000004 56.83050475000001 92.02500000000002 4.5000000000000009 56.83050475000001 32.500000000000007 58.755000000000003 33.500000000000007 56.858606850000008 17.500000000000004 21.500000000000004 6.5000000000000009 22.500000000000004 32.500000000000007 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 10 8 9 -8 -4 -11 16 -3 18 -7 -13 27 -9 28 21 -21 23 -22 -14 -5 -10 -18 29 -20
right_child=1 2 6 4 -6 15 7 14 26 11 -12 12 24 -15 -16 -17 17 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-47.366064255119014 80.297415709579752 -25339.873288998813 23792.214308422674 -41062.198815917975 -20534.083989239109 -117980.1062976372 -3153.3345096036705 -18089.091763517681 55103.8149983724 15891.205012423115 -31140.891183556454 16321.72246202257 91301.416876759264 29412.094188308718 -36978.506196732953 -51775.751560657431 -9737.265024038461 135925.25688476564 3650.4837076419049 3372.533836951623 59248.103402944718 -32402.444291377571 -6887.3604356834931 -15842.512001712988 181064.50393145162 49926.746927083339 158132.56119791669 88199.371028645837 974.430523725596 101944.05575170273
leaf_weight=2406287 1661201 115 137 32 522 82 505 475 24 456 432 135 34 128 143 53 26 24 403 208 104 429 386 61 31 30 24 24 1215 78
leaf_count=2406287 1661201 115 137 32 522 82 505 475 24 456 432 135 34 128 143 53 26 24 403 208 104 429 386 61 31 30 24 24 1215 78
internal_value=0 68.3509 -3073.75 -22975.9 -31924.1 -62104.9 502.241 2692.23 20902.7 17571.2 -17914.5 31908.1 58563.9 3500.67 -3979.38 -91988.8 35068.2 69267.9 -2574.54 -19.2645 -8974.98 -20720.8 4604.15 31487.3 134112 2964.71 106618 37272.3 6253.96 19590
internal_weight=0 1.66752e+06 6316 962 719 197 5354 4785 1283 1235 569 730 274 243 3502 135 209 74 3359 2884 1188 637 551 165 65 62 48 50 1696 481
internal_count=4073804 1667517 6316 962 719 197 5354 4785 1283 1235 569 730 274 243 3502 135 209 74 3359 2884 1188 637 551 165 65 62 48 50 1696 481
is_linear=0
shrinkage=0.1


Tree=2160
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 0 6 3 1 0 1 4 4 0 5 3 4 6 1 4 4 1 7 6 4 4 1 1 0 6
split_gain=1.36121e+12 7.40343e+12 1.84663e+13 2.03862e+13 3.07466e+13 5.37173e+13 2.80596e+13 2.12096e+13 2.046e+13 4.50648e+13 1.15413e+14 1.07157e+14 8.61805e+13 1.01414e+14 8.37642e+13 3.99172e+13 3.93972e+13 3.00036e+13 2.52762e+13 2.38422e+13 2.86124e+13 2.05876e+13 2.13971e+13 2.02927e+13 2.01536e+13 6.54664e+13 4.24748e+13 3.41723e+13 2.77124e+13 2.37814e+13
threshold=25.500000000000004 55.749683450000006 37.131181300000009 37.425454150000007 55.676890650000011 55.595177750000005 43.405000000000008 15.500000000000002 37.503969450000007 55.696737300000009 37.46219940000001 30.500000000000004 31.500000000000004 55.667390500000003 2.5000000000000004 18.500000000000004 27.500000000000004 54.710000000000008 37.46219940000001 28.500000000000004 29.500000000000004 37.475446350000006 6.0000000000000009 66.010000000000005 30.500000000000004 31.500000000000004 37.401708450000008 37.401708450000008 55.737027400000009 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 -7 9 12 16 17 13 -5 15 -15 -11 -12 -14 -18 -21 22 -20 -22 26 28 -6 -27 -26 -29
right_child=1 -3 3 8 24 7 -8 -9 -10 10 11 -13 18 14 -16 -17 19 -19 21 20 23 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-7.5841173076633543 88780.22941576087 1314.9641510188612 -63355.980486918605 83970.205069040705 15821.298232700894 -41177.248178133406 31557.902878482786 -109468.57361964538 -912.33133117193108 -53667.50154344512 202032.19693727358 -50326.240052083333 85456.691525481467 -155860.96769301471 41330.503448932926 -48204.934122877858 61234.366209209074 84880.794921875 77211.97991615854 -38976.224237664188 17510.518747674851 103575.88441051137 3861.5685031116418 122599.37606956845 -42528.499326171877 -13653.743124255167 -46324.39185333252 -202.85263717086229 70496.923379144442 69611.589299508429
leaf_weight=4004864 23 40270 43 43 175 93 113 89 24018 82 69 30 43 102 41 52 113 32 41 91 147 22 1325 21 25 1180 296 108 164 89
leaf_count=4004864 23 40270 43 43 175 93 113 89 24018 82 69 30 43 102 41 52 113 32 41 91 147 22 1325 21 25 1180 296 108 164 89
internal_value=0 440.577 -787.591 -859.503 -9731.94 -37664.1 5395.74 -74572.5 -57.4314 9052.15 32935.3 115623 680.869 -55038.7 -85691.9 -119510 9076.09 164915 9947.99 22906.7 6184.54 7608.75 6063.15 30646.6 -5097.15 357.848 -23234.2 -7217.06 55546.5 31337.7
internal_weight=0 68940 28670 28647 2375 338 156 182 26272 2254 585 131 1669 238 195 154 454 101 1431 372 259 1388 1366 168 2037 1566 471 1377 189 197
internal_count=4073804 68940 28670 28647 2375 338 156 182 26272 2254 585 131 1669 238 195 154 454 101 1431 372 259 1388 1366 168 2037 1566 471 1377 189 197
is_linear=0
shrinkage=0.1


Tree=2161
num_leaves=31
num_cat=0
split_feature=0 7 0 0 1 4 6 0 1 6 3 6 4 4 0 6 1 1 3 1 6 0 0 1 4 1 6 6 0 1
split_gain=1.25403e+12 2.05876e+13 4.44796e+13 6.48823e+13 1.11457e+14 5.86515e+13 5.64929e+13 5.22452e+13 4.63189e+13 5.4717e+13 4.66383e+13 4.01081e+13 3.57824e+13 5.91898e+13 1.25638e+14 1.017e+14 1.11089e+14 2.4921e+14 8.7369e+13 1.22459e+14 1.31209e+14 1.12276e+14 1.46429e+14 1.70401e+14 9.25696e+13 9.8548e+13 1.10619e+14 7.69788e+13 6.93259e+13 1.1173e+14
threshold=56.888401950000009 6.0000000000000009 56.986919400000012 57.125462300000009 65.64204770000002 25.500000000000004 120.05000000000001 57.14107305000001 65.574968200000015 92.02500000000002 8.5000000000000018 65.805000000000021 5.5000000000000009 8.5000000000000018 59.982409200000006 125.02000000000002 30.345769800000003 30.362494150000003 3.5000000000000004 30.277905650000005 63.140000000000008 59.933037250000005 59.91832440000001 30.330566300000005 6.5000000000000009 30.315889700000003 74.015000000000015 43.605000000000011 60.002985000000002 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -5 -4 -10 -11 -6 -9 14 15 16 18 -18 24 20 -20 22 23 27 25 26 -14 -21 29 -16
right_child=1 2 3 7 11 -7 -8 12 9 10 -12 -13 13 -15 28 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=25.923394731236129 232.31236920191932 -14698.46395106033 9175.8223924783979 -17355.867055124745 -15099.428291239157 31613.060668283237 -68804.819657759232 3917.0509030057565 27145.814845182456 38209.100535074875 235351.74340820312 -67969.995956297425 42040.00556122751 -851.4652612513172 -14999.506316908351 117865.67059963854 -290918.71003787883 -15167.213521816 9300.7236887457166 115468.08807688329 -57192.320347813205 3310.6284618525788 161687.11885042011 -102869.71997626583 -16894.004825537904 -129499.26653125 244314.89253216912 37771.900922017914 -27652.947490490769 -155351.6926437628
leaf_weight=3343812 508002 3746 7687 1959 841 295 88 14087 882 24 24 173 132 180185 106 67 33 4786 1103 151 406 953 106 79 2269 25 34 820 807 122
leaf_count=3343812 508002 3746 7687 1959 841 295 88 14087 882 24 24 173 132 180185 106 67 33 4786 1103 151 406 953 106 79 2269 25 34 820 807 122
internal_value=0 -118.745 -922.105 -729.361 7256.96 -11317.6 10911.9 -1102.12 11726 32804.4 136780 -24119.8 -947.752 -1304.34 -8105.01 -4961.07 -5716.27 -17055.5 3274.17 13160.4 -8589.39 28722.5 49671.9 38363.7 -11265.9 55594.3 83469.8 49854.4 -41409.5 -90100.2
internal_weight=0 729992 221990 217949 9719 4041 8705 208230 8617 930 48 1014 206271 192184 11999 10964 10897 4819 6078 3618 1509 2109 1156 1050 2460 191 166 971 1035 228
internal_count=4073804 729992 221990 217949 9719 4041 8705 208230 8617 930 48 1014 206271 192184 11999 10964 10897 4819 6078 3618 1509 2109 1156 1050 2460 191 166 971 1035 228
is_linear=0
shrinkage=0.1


Tree=2162
num_leaves=31
num_cat=0
split_feature=6 0 4 3 1 6 6 4 3 0 6 3 1 3 6 4 6 2 3 3 1 3 1 1 0 0 0 6 0 4
split_gain=1.23859e+12 7.10238e+12 2.17317e+13 9.43042e+12 1.06605e+13 9.22996e+12 1.04098e+13 1.84409e+13 8.90332e+12 8.54225e+12 1.51731e+13 2.33188e+13 3.67852e+13 2.32644e+13 2.34959e+13 4.98713e+13 6.30409e+13 5.61436e+13 4.36752e+13 4.74544e+13 7.75712e+13 4.78882e+13 5.94245e+13 3.73003e+13 3.72635e+13 3.6699e+13 3.55092e+13 2.9563e+13 2.74045e+13 2.62332e+13
threshold=88.00500000000001 63.565651350000003 9.5000000000000018 5.5000000000000009 53.67029225000001 125.02000000000002 104.01000000000001 6.5000000000000009 2.5000000000000004 59.933037250000005 102.04000000000001 18.500000000000004 30.370944000000005 17.500000000000004 99.050000000000011 7.5000000000000009 101.02000000000002 5444.0000000000009 8.5000000000000018 12.500000000000002 30.330566300000005 10.500000000000002 30.242318500000007 30.362494150000003 60.753246850000004 60.05226170000001 60.05226170000001 100.05000000000001 60.01610465000001 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 9 3 5 -5 6 7 -3 -7 -2 11 13 -13 14 -11 16 17 29 26 20 21 28 -23 -18 -25 -21 -17 -22 -20 -16
right_child=1 2 -4 4 -6 8 -8 -9 -10 10 -12 12 -14 -15 15 18 23 -19 19 25 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=13.477290170961545 -386.87383799246021 -60266.600922056685 43363.348470052086 50065.66975806452 -35883.077054398149 -40183.039169034091 -88920.072730654763 15629.050265203738 48799.961242543097 2841.7327100591183 -1131.5311105335995 -22549.231361366485 109744.14204545454 52932.146834230894 64359.378180757529 -19529.749967518768 27130.928400577915 -70494.809186422426 84255.614896797852 -30791.477937709264 -84960.669565429693 48437.367908653847 245709.46079761401 -171670.34650000001 -2239.7690465856481 114021.70382812501 51770.409667659718 35874.970998475612 -30507.636132812502 150522.54478515623
leaf_weight=3844148 210486 86 54 31 27 22 42 51 23 7648 8998 471 22 103 303 603 73 29 81 140 40 26 37 25 27 20 79 41 28 40
leaf_count=3844148 210486 86 54 31 27 22 42 51 23 7648 8998 471 22 103 303 603 73 29 81 140 40 26 37 25 27 20 79 41 28 40
internal_value=0 -225.593 -14753.9 -25882.7 10055 -35188 -45365.9 -32013.5 5297.16 -204.306 1836.05 4550.8 -16645.7 5669.27 5142.42 16195 42466.3 63111.4 4270.88 29935.1 56891.5 94890.2 164296 -18973.4 -83696.8 -12689.8 -11270.6 -23797 54775.1 74407.6
internal_weight=0 229656 336 282 58 224 179 137 45 229320 18834 9836 493 9343 9240 1592 497 372 1095 413 253 172 63 125 52 160 682 81 109 343
internal_count=4073804 229656 336 282 58 224 179 137 45 229320 18834 9836 493 9343 9240 1592 497 372 1095 413 253 172 63 125 52 160 682 81 109 343
is_linear=0
shrinkage=0.1


Tree=2163
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 4 0 2 0 1 3 1 4 6 1 0 0 0 0 4 1 0 0 4 2 2 2 1 1 6
split_gain=1.18796e+12 1.01276e+13 2.82023e+13 2.03114e+13 1.4622e+13 1.43762e+13 2.03234e+13 1.44386e+13 1.73738e+13 2.60606e+13 1.53095e+13 1.76812e+13 1.33668e+13 1.43898e+13 1.3191e+13 2.55789e+13 4.84124e+13 2.30285e+13 2.64995e+13 3.66216e+13 2.97136e+13 3.19873e+13 5.90336e+13 2.23988e+13 1.8809e+13 1.88767e+13 1.6116e+13 1.92197e+13 1.58929e+13 1.6091e+13
threshold=34.310000000000009 55.050541250000002 55.055052800000006 8.5000000000000018 30.425000000000001 10.500000000000002 55.046782850000007 2828.5000000000005 54.988402950000008 82.860505900000007 8.5000000000000018 82.975438000000011 19.500000000000004 31.410000000000004 38.430814800000007 55.554045200000012 55.539595350000006 59.882709350000006 60.002985000000002 9.5000000000000018 30.425503950000003 59.939085000000013 59.91832440000001 15.500000000000002 4829.0000000000009 9651.0000000000018 3338.0000000000005 30.624707450000006 30.277905650000005 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 5 -3 -4 -5 -1 7 -7 -9 -10 -11 -12 -8 -14 15 16 -6 -17 19 20 21 22 -19 24 -16 -26 -22 -28 29 -20
right_child=-2 2 3 4 14 6 12 8 9 10 11 -13 13 -15 23 17 -18 18 28 -21 26 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-30.338202134553814 -21.59624273735821 12361.003688279954 -381.45507183152995 -133.2052760410657 3541.3749751509781 -7506.6784051085942 -2649.9681810087318 -617.97566840347054 -25163.460655679868 -9644.9828289293837 -3167.57061973071 19583.140129352436 9099.5356937408451 55650.024886775369 6238.5656918783425 -1278.6738882574018 36499.991230890882 8684.5488420157599 9531.1281814512677 9010.5905432129603 1000.7772044727285 -8576.0652605741761 -97741.571328125006 -1044.2885712201987 566.63274540478642 10831.661808071738 97656.58936523438 -5440.9527462121223 -3674.1465609013176 -2936.4718107399608
leaf_weight=217094 3512084 1998 151738 51504 2168 4898 170 25355 692 2229 1295 464 128 138 21122 32270 561 87 2440 8734 542 465 130 10145 15133 2032 40 33 6317 1798
leaf_count=217094 3512084 1998 151738 51504 2168 4898 170 25355 692 2229 1295 464 128 138 21122 32270 561 87 2440 8734 542 465 130 10145 15133 2032 40 33 6317 1798
internal_value=0 135.028 518.675 441.668 1244.77 -334.924 -2204.47 -2472.27 -1651.27 -7249.4 -4140.95 2833.75 19252.2 33249.8 1927.07 875.9 10316.7 388.465 3001.82 6682.18 -8997.37 -23370.6 -55073 3133.5 4240.49 1781.81 6941.68 51050.9 -495.823 4241.67
internal_weight=0 561720 309257 307259 155521 252463 35369 34933 30035 4680 3988 1759 436 266 104017 55585 2729 52856 20586 10031 1297 682 217 48432 38287 17165 615 73 10555 4238
internal_count=4073804 561720 309257 307259 155521 252463 35369 34933 30035 4680 3988 1759 436 266 104017 55585 2729 52856 20586 10031 1297 682 217 48432 38287 17165 615 73 10555 4238
is_linear=0
shrinkage=0.1


Tree=2164
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 6 6 6 6 5 4 3 1 6 1 4 1 1 5 1 3 3 5 6 7 3 3 6 6
split_gain=1.37529e+12 2.98009e+13 3.39034e+13 5.08477e+13 5.89208e+13 4.97917e+13 5.78681e+13 5.70996e+13 5.38948e+13 6.34041e+13 5.27996e+13 5.00584e+13 4.064e+13 8.92705e+13 6.59562e+13 4.86159e+13 3.83893e+13 5.94164e+13 3.69441e+13 3.64827e+13 5.67158e+13 4.84463e+13 5.18652e+13 3.51998e+13 3.42293e+13 4.70429e+13 3.34084e+13 4.22694e+13 5.07838e+13 3.39875e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 82.901648750000021 82.906746050000024 55.02095400000001 60.910000000000004 130.05000000000004 98.020000000000024 96.050000000000011 3.5000000000000004 6.5000000000000009 4.5000000000000009 82.918694400000007 134.05000000000004 82.941727000000014 8.5000000000000018 82.92647190000001 82.860505900000007 2.5000000000000004 83.00362155000002 8.5000000000000018 6.5000000000000009 2.5000000000000004 41.505000000000003 6.0000000000000009 15.500000000000002 13.500000000000002 102.04000000000001 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 26 9 16 -9 -10 13 14 -13 -15 -8 23 -3 24 -21 22 -22 -18 -4 -26 27 29 -29 -6
right_child=-2 2 19 4 5 6 8 10 11 -11 -12 12 -14 15 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.6803625586582833 -49.524523441521062 1320.0993159423551 -2445.4767965228134 109901.01755208334 25770.125611396521 -6428.351842192279 -22721.084505923765 231680.55651041667 -143905.05743750001 154975.21473524306 41233.715207981419 249492.06190732762 -13603.432875414417 -13546.208948189873 13437.825273437502 93783.050375600971 171312.58365342882 19964.083614543735 -27685.394761928084 -11546.681703781904 5869.8666908486666 -23783.746154903958 47026.386272905766 58460.119335116855 1112.6354375782453 11957.973435954664 78218.833190247256 6297.6808907321065 -81262.649859550569 -4322.9220738002232
leaf_weight=1667463 2359546 4156 8887 60 2313 2534 182 24 25 36 37 29 747 224 20 52 36 1680 491 4909 1543 411 382 119 10581 6430 91 259 89 448
leaf_count=1667463 2359546 4156 8887 60 2313 2534 182 24 25 36 37 29 747 224 20 52 36 1680 491 4909 1543 411 382 119 10581 6430 91 259 89 448
internal_value=0 68.1667 2557.05 6750.97 11135.1 10472.6 4821.45 20322.7 13871.3 23432.8 116164 -4022.79 -760.607 28758.1 153143 6675.25 21085 25429.8 -1744.61 829.53 -5443.27 7382.78 14037 84671 2584.35 5212.07 18495.7 16747.6 -16095.6 20887.2
internal_weight=0 1.71426e+06 46795 13652 9005 8945 5684 3261 3150 2053 61 1097 1072 325 49 276 2017 1835 4647 33143 7245 2336 1925 155 25898 17011 3200 3109 348 2761
internal_count=4073804 1714258 46795 13652 9005 8945 5684 3261 3150 2053 61 1097 1072 325 49 276 2017 1835 4647 33143 7245 2336 1925 155 25898 17011 3200 3109 348 2761
is_linear=0
shrinkage=0.1


Tree=2165
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 6 6 0 6 6 5 4 0 4 7 2 1 5 0 5 6 4 1 0 1 1 4 0 5 1
split_gain=1.29974e+12 6.12841e+12 5.32673e+12 7.69281e+12 1.83006e+13 1.85746e+13 1.80609e+13 6.52331e+12 5.56047e+12 5.27947e+12 1.18866e+13 8.33645e+12 6.99375e+12 7.84829e+12 6.42948e+12 1.29882e+13 1.60649e+13 1.44024e+13 1.39051e+13 2.42574e+13 5.18231e+13 2.4694e+13 2.29253e+13 2.07435e+13 1.33158e+13 2.35731e+13 1.7909e+13 1.3652e+13 1.29433e+13 1.48344e+13
threshold=27.215000000000003 30.323041000000003 30.277905650000005 59.91832440000001 5.5000000000000009 24.030000000000005 21.020000000000003 59.848366150000011 26.495000000000001 26.495000000000001 2.5000000000000004 28.500000000000004 55.183288250000011 22.500000000000004 6.0000000000000009 5209.5000000000009 49.030112300000006 4.5000000000000009 45.082176650000008 2.5000000000000004 15.450000000000001 7.5000000000000009 38.011626600000007 55.520061350000013 39.843340650000009 39.908802000000009 9.5000000000000018 43.6005307 2.5000000000000004 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 14 11 12 -11 -14 15 16 18 -17 24 22 23 -22 -20 -21 28 26 -26 -27 29 -3
right_child=-2 9 3 4 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 17 -18 -19 19 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-3056.2961263008742 -8.2564394280754829 5508.5097531770407 -111355.70674203726 488.91428710937498 -29048.903565357352 118518.4272265625 26627.273484375004 -13087.516775987415 -74431.988245738641 130.18695380307835 -70770.759676846603 47814.412214176831 6939.1786963564291 -5695.1333308941148 1911.5138647364583 2168.2225282968589 -4154.8301653281778 85043.337127976192 -4313.4849466865999 -27254.833295943648 -29590.786275337843 -138806.58131648935 3785.3015600151298 10275.279015962578 21677.727718680246 -13070.677531854592 99567.828096277575 5946.772751088185 19585.795830676023 -8590.7221903780974
leaf_weight=1242 3988583 874 26 40 108 20 25 45 22 5272 22 41 4136 558 17032 14379 12748 21 4454 270 37 47 16237 324 224 572 34 1110 196 5105
leaf_count=1242 3988583 874 26 40 108 20 25 45 22 5272 22 41 4136 558 17032 14379 12748 21 4454 270 37 47 16237 324 224 572 34 1110 196 5105
internal_value=0 386.425 -5889.58 -18193.6 -4448.55 39832.1 -37762.8 -16964.8 -33230.5 501.007 2653.54 2814.96 2629.83 5437.27 207.95 -304.395 -1188.7 2289.08 93.7634 1432.04 -17180.5 -90699.6 2041.94 -6783.86 -3430.29 3796.7 31942.3 -520.517 -5700.79 -6529.72
internal_weight=0 85221 1528 286 168 60 118 92 67 83693 10029 10007 9966 4694 73664 56632 42232 14400 29484 21369 678 84 20691 594 8115 1940 258 1682 6175 5979
internal_count=4073804 85221 1528 286 168 60 118 92 67 83693 10029 10007 9966 4694 73664 56632 42232 14400 29484 21369 678 84 20691 594 8115 1940 258 1682 6175 5979
is_linear=0
shrinkage=0.1


Tree=2166
num_leaves=31
num_cat=0
split_feature=4 6 6 0 1 0 2 5 3 6 5 2 0 0 0 0 1 1 1 0 0 2 5 6 6 4 0 6 5 6
split_gain=1.24313e+12 5.21265e+12 1.33312e+13 9.88397e+12 1.0246e+13 7.7643e+12 9.3886e+12 1.99962e+13 7.36109e+12 7.53229e+12 9.22141e+12 1.44932e+13 1.2588e+13 1.74655e+13 1.85953e+13 1.45913e+13 1.40614e+13 1.10049e+13 1.03299e+13 9.28675e+12 4.15849e+13 1.15146e+13 1.3781e+13 1.7541e+13 2.01416e+13 1.87584e+13 3.84603e+13 1.97908e+13 1.58273e+13 1.39564e+13
threshold=2.5000000000000004 102.04000000000001 104.01000000000001 43.051287600000009 47.256487700000001 43.6005307 3999.0000000000005 3.5000000000000004 2.5000000000000004 73.00500000000001 2.5000000000000004 75.000000000000014 56.067362750000008 56.760749800000006 56.309668500000008 55.79439725000001 83.117716000000016 39.231261550000006 39.105193450000009 61.686687400000004 61.78914120000001 7833.0000000000009 3.5000000000000004 83.010000000000005 82.00500000000001 1.5000000000000002 45.040161900000008 94.02500000000002 4.5000000000000009 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 12 -12 15 14 -14 16 -11 18 19 21 -21 22 -13 24 -24 26 -25 -28 29 -27
right_child=-2 2 3 5 -6 -7 -8 -9 -10 10 11 17 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=435.17922089134385 -9.2951011436402204 43476.836587169557 27246.660869565218 105344.66470982145 -50735.01944444445 3479.1090371161076 -8237.1861997767865 -13166.611197916667 34127.810974121094 -22958.270329064751 -64992.532052951392 -968.34091910324048 2278.7154211956522 -16593.236406250002 99806.425103400747 -101757.63194247161 46667.311723475308 -3914.6944439281124 45932.411847854877 118821.57725463869 -25821.479279891308 -31465.94621456186 32127.315947182156 168881.979375 136418.98884943183 -32755.443429565432 -55449.324008413467 71894.800577445654 -71426.861908143954 21422.661860351564
leaf_weight=101603 3961637 86 23 35 63 2321 35 24 64 451 36 1423 46 120 34 22 31 5060 59 35 46 97 117 20 22 72 26 23 33 140
leaf_count=101603 3961637 86 23 35 63 2321 35 24 64 451 36 1423 46 120 34 22 31 5060 59 35 46 97 117 20 22 72 26 23 33 140
internal_value=0 328.295 4765.04 3433.88 -29879.5 4620.2 32795.4 57136.7 223.551 203.737 -2767.98 -1701.19 -13691.9 7535.25 43728 -22115.4 -18480.3 -1383.55 4677.79 3492.78 36678.6 2130.36 3867.48 19058.2 48633.9 5965.71 52022.3 4324.45 -7005.33 3022.55
internal_weight=0 112167 2587 2501 86 2415 94 59 109580 109516 7913 7209 704 200 80 504 482 7173 2113 2054 81 1973 1876 453 139 314 69 49 245 212
internal_count=4073804 112167 2587 2501 86 2415 94 59 109580 109516 7913 7209 704 200 80 504 482 7173 2113 2054 81 1973 1876 453 139 314 69 49 245 212
is_linear=0
shrinkage=0.1


Tree=2167
num_leaves=31
num_cat=0
split_feature=0 0 4 6 7 6 4 6 7 1 1 0 1 0 1 5 6 0 1 0 1 0 6 3 0 6 6 1 1 3
split_gain=1.20964e+12 1.25433e+13 1.6442e+13 3.88662e+13 3.33299e+13 5.03567e+13 3.26974e+13 3.22138e+13 2.99182e+13 5.62437e+13 2.92469e+13 2.56141e+13 2.13224e+13 2.31664e+13 2.10475e+13 3.41398e+13 1.83918e+13 2.25613e+13 4.68429e+13 1.68679e+13 2.80143e+13 3.0039e+13 2.58209e+13 2.05651e+13 2.25401e+13 1.61314e+13 3.30293e+13 1.61255e+13 1.61141e+13 2.71982e+13
threshold=54.94110555000001 54.962581500000006 9.5000000000000018 122.65000000000002 6.0000000000000009 57.715000000000011 4.5000000000000009 96.050000000000011 6.0000000000000009 82.895858600000011 82.975438000000011 54.944948950000004 82.958608050000009 54.94613300000001 82.971668900000012 2.5000000000000004 87.395000000000024 54.945424150000001 82.968544750000021 54.942865800000007 82.963919600000011 54.945424150000001 72.020000000000024 3.5000000000000004 54.947759400000002 85.020000000000024 86.920000000000016 82.970388650000018 82.966990000000024 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 5 12 7 -2 10 -10 -8 -12 13 -4 15 -7 19 18 -18 -17 23 22 -22 -21 -25 -16 -27 -23 -24 -30
right_child=1 -3 3 -5 -6 14 8 -9 9 -11 11 -13 -14 -15 25 16 17 -19 -20 20 21 27 28 24 -26 26 -28 -29 29 -31
leaf_value=79.544794780728694 -4904.5577904731426 15.283625574609927 17344.774507160069 138256.02461547853 -359.77113750046556 -12192.994362115245 15635.265613166352 -126424.11241122159 4049.1792126928408 -53959.018749078714 33146.574872782941 -6810.723256152829 -1927.9235534918344 -1251.2233659323444 -10589.506395794097 25586.461907597117 -22498.42609834559 -24800.560394113018 103677.89852430555 9569.0552300347226 14548.42312450554 7824.1446602152619 -39502.320808844612 -13763.317272131702 -52870.844737356092 -61046.705972222233 -16393.467308792795 42863.811540913754 -16001.145270663303 32076.061787683826
leaf_weight=1301151 2590 2612784 1288 20 117527 5961 3490 22 790 212 185 1208 16752 1396 1344 253 85 596 45 261 395 2383 218 657 190 225 628 139 873 136
leaf_count=1301151 2590 2612784 1288 20 117527 5961 3490 22 790 212 185 1208 16752 1396 1344 253 85 596 45 261 395 2383 218 657 190 225 628 139 873 136
internal_value=0 -37.3288 -897.188 -1137.46 -1155.88 -3922.01 3383.22 -5928.08 7515.95 -8224.01 10745.8 -1504.12 -602.141 7672.64 -8406.35 -6782.81 -1607.06 -16567.5 21178 365.924 -849.003 2927.48 -7688.99 -14973.3 -22536 -17416 -28171.9 9755.36 -14847.7 -9520.97
internal_weight=0 2.77265e+06 159869 151372 151352 33825 8497 2612 5885 1002 4883 1393 19436 2684 14389 12192 6231 726 130 5505 5252 4144 1622 1108 847 2197 853 2522 1227 1009
internal_count=4073804 2772653 159869 151372 151352 33825 8497 2612 5885 1002 4883 1393 19436 2684 14389 12192 6231 726 130 5505 5252 4144 1622 1108 847 2197 853 2522 1227 1009
is_linear=0
shrinkage=0.1


Tree=2168
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 6 6 0 7 1 6 1 6 3 1 4 6 4 6 4 1 0 3 1 1 5 6 3 5 3
split_gain=1.31165e+12 7.59736e+12 4.52569e+13 4.63512e+13 3.40735e+13 3.05012e+13 2.7833e+13 2.70961e+13 3.25003e+13 3.82633e+13 3.42399e+13 5.426e+13 5.14794e+13 4.54772e+13 3.99659e+13 4.55253e+13 8.64857e+13 3.39418e+13 4.30717e+13 3.35856e+13 7.3037e+13 3.36519e+13 3.27643e+13 3.59235e+13 3.25548e+13 3.57451e+13 3.05521e+13 3.00685e+13 3.77999e+13 2.96542e+13
threshold=9.5000000000000018 47.207933300000008 46.323575350000006 39.939672500000007 1.5000000000000002 105.00500000000001 110.01500000000001 47.267650700000011 6.0000000000000009 39.652459050000012 92.02500000000002 39.803839700000005 102.04000000000001 11.500000000000002 39.723160900000003 18.500000000000004 99.050000000000011 20.500000000000004 128.05000000000004 21.500000000000004 39.689978950000004 47.234875100000004 10.500000000000002 39.777866350000004 39.749243900000003 4.5000000000000009 118.04500000000002 3.5000000000000004 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 5 -2 -4 -5 8 9 -3 -11 12 14 22 -12 -16 -17 18 -10 20 -19 -21 23 24 25 26 -14 -28 -29 -26
right_child=1 7 3 6 -6 -7 -8 -9 17 10 11 -13 13 -15 15 16 -18 19 -20 21 -22 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=-60.918731872753703 5465.5192620026628 -135.39963611915036 -7919.6884583792162 32021.635986146386 -400.40167795563616 -73248.47343207465 -66309.678049395166 67.968517962353815 -7982.296486337138 5859.1565294754109 28763.415285568022 -56491.477684985643 4183.5879275214402 -18126.802320045648 119885.24889745349 -49876.860659555292 179617.337890625 110799.82132636938 129145.66589673914 6937.1162608141067 8172.1952238629574 -6368.9294492011677 95289.75787550403 142443.38423913045 57288.538994565228 -90869.272130408659 -13073.497057291666 102713.673759542 24507.200684428419 -74313.611917706396
leaf_weight=1892492 10279 11270 9661 403 270350 72 31 1847047 5577 16673 351 87 266 344 131 52 24 89 23 4430 314 3329 62 23 23 26 60 131 117 67
leaf_count=1892492 10279 11270 9661 403 270350 72 31 1847047 5577 16673 351 87 266 344 131 52 24 89 23 4430 314 3329 62 23 23 26 60 131 117 67
internal_value=0 52.8527 -422.996 -6977.17 -185.542 -8402.96 24998 126.047 2593.86 4454.94 7260.88 20509.8 24504.5 12132.1 49315.7 84165.2 22595 -1423.51 -7419.09 2690.09 30836.9 1228.16 25563.2 19500 15401.9 23814.4 29009.2 50449.4 65817.9 -40682
internal_weight=0 2.18131e+06 290796 10167 280629 9733 434 1.89052e+06 43469 29707 18437 1764 1677 1119 558 207 76 13762 5600 8162 403 7759 775 713 690 600 574 308 248 90
internal_count=4073804 2181312 290796 10167 280629 9733 434 1890516 43469 29707 18437 1764 1677 1119 558 207 76 13762 5600 8162 403 7759 775 713 690 600 574 308 248 90
is_linear=0
shrinkage=0.1


Tree=2169
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 6 6 6 6 5 4 1 3 1 6 1 4 1 1 4 6 5 1 5 1 3 3 3 6
split_gain=1.22819e+12 2.39458e+13 2.7481e+13 4.12084e+13 4.7736e+13 4.0326e+13 4.68885e+13 4.62492e+13 4.36483e+13 5.13597e+13 4.2769e+13 4.05428e+13 3.53553e+13 3.29131e+13 7.23178e+13 5.34228e+13 3.9382e+13 3.10474e+13 4.81354e+13 2.99295e+13 2.87792e+13 2.87002e+13 2.851e+13 2.94455e+13 2.8374e+13 4.22711e+13 3.92416e+13 4.20107e+13 2.89244e+13 2.78109e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 82.901648750000021 82.906746050000024 55.02095400000001 60.910000000000004 130.05000000000004 98.020000000000024 96.050000000000011 3.5000000000000004 6.5000000000000009 82.970388650000018 4.5000000000000009 82.918694400000007 134.05000000000004 82.941727000000014 8.5000000000000018 82.92647190000001 82.860505900000007 9.5000000000000018 73.995000000000019 2.5000000000000004 82.911604200000014 2.5000000000000004 83.00362155000002 8.5000000000000018 6.5000000000000009 6.5000000000000009 86.030000000000015
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 19 -5 7 -7 -6 9 17 -9 -10 -4 14 15 -13 -16 21 22 -3 -18 -8 -19 -24 28 -26 27 -27 -14 -20
right_child=-2 2 12 4 5 6 8 10 11 -11 -12 13 24 -15 16 -17 20 18 29 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.8075266804769456 -46.801102210455085 1181.7071921868665 -20409.391811264119 98916.804791666684 16641.987241355899 -5790.4304046438174 29231.066442011444 208508.60781250001 -129508.23346875001 139477.92330729167 37103.773572107268 224545.17219827586 575.81322482562734 -12243.068654043258 -12196.546569892338 12099.721171875 171277.06882102275 154177.62013888892 14297.983405947103 -24925.30724648905 20696.437994791668 -52180.755808347414 -22917.024142795141 85374.031452371986 -9809.8777180323505 5276.3599400360254 -21411.941874097098 42317.177163776185 7927.1950347666107 63146.459442816842
leaf_weight=1667463 2359546 4156 772 60 3200 2534 71 24 25 36 37 29 17631 747 224 20 22 36 1554 491 30 111 36 83 4719 1543 411 382 7685 126
leaf_count=1667463 2359546 4156 772 60 3200 2534 71 24 25 36 37 29 17631 747 224 20 22 36 1554 491 30 111 36 83 4719 1543 411 382 7685 126
internal_value=0 64.4182 2295.45 6071.29 10018 9421.74 4336.04 18286.2 12482.2 21086.9 104542 -3621.25 740.128 -685.453 25879.3 137833 6003.49 18973.9 22881.2 -1576.75 84403.6 -20421.2 76202.7 52613.7 1244.51 -4363.79 6637.96 12626.8 2807.42 17961.6
internal_weight=0 1.71426e+06 46795 13652 9005 8945 5684 3261 3150 2053 61 1097 33143 1072 325 49 276 2017 1835 4647 52 182 155 119 32371 7055 2336 1925 25316 1680
internal_count=4073804 1714258 46795 13652 9005 8945 5684 3261 3150 2053 61 1097 33143 1072 325 49 276 2017 1835 4647 52 182 155 119 32371 7055 2336 1925 25316 1680
is_linear=0
shrinkage=0.1


Tree=2170
num_leaves=31
num_cat=0
split_feature=6 3 4 4 3 0 0 0 2 3 5 1 1 5 0 6 1 6 0 0 6 1 6 6 3 2 0 6 5 0
split_gain=1.31965e+12 6.83896e+12 2.38126e+13 4.62408e+13 4.55638e+13 4.19602e+13 5.19838e+13 5.22857e+13 6.8581e+13 6.64096e+13 5.9976e+13 4.60968e+13 4.46067e+13 4.9435e+13 4.50439e+13 4.04792e+13 3.86894e+13 3.8457e+13 3.72476e+13 3.67996e+13 3.7337e+13 3.33206e+13 3.16938e+13 3.11679e+13 2.91342e+13 2.73725e+13 2.71467e+13 5.25576e+13 3.41309e+13 2.63249e+13
threshold=88.00500000000001 4.5000000000000009 7.5000000000000009 8.5000000000000018 7.5000000000000009 55.93962770000001 54.73499850000001 45.029425500000009 2892.5000000000005 5.5000000000000009 4.5000000000000009 39.749243900000003 36.593086150000012 2.5000000000000004 55.759969450000007 118.04500000000002 30.370944000000005 138.05000000000004 45.085557650000005 54.707511300000007 128.05000000000004 56.240615550000008 112.00500000000001 94.02500000000002 6.5000000000000009 2892.5000000000005 57.634352600000007 104.01000000000001 3.5000000000000004 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -4 17 15 -8 14 -14 23 29 -9 -6 20 -20 26 -10 -11 -24 -19 28 -28 -18 -7
right_child=1 2 3 -5 18 16 12 10 22 11 -12 -13 13 -15 -16 -17 21 25 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=13.911287165156512 -882.44351896901355 -3739.5993252663011 236694.51745689657 364.48167024888835 -50449.026912589303 65310.750539001943 194715.37072010871 2979.0306432619041 44213.241250315019 58211.435156250001 151891.10290625002 -32442.578598484852 211313.4873046875 37363.356996964263 36462.735817307694 -16183.0425 -33537.734339049624 -148226.97729166667 26887.552520161291 -7928.2242359027368 184019.89656250001 14796.541263521634 8908.5125994318187 203774.91037726152 -112315.38024193549 -21172.746434294873 -5052.4186024305563 -157888.71340277779 74290.852767857141 4427.0449379450165
leaf_weight=3844148 95018 13614 29 118108 168 129 23 527 124 24 25 33 34 353 26 20 182 30 62 427 20 234 55 38 31 39 45 45 35 158
leaf_count=3844148 95018 13614 29 118108 168 129 23 527 124 24 25 33 34 353 26 20 182 30 62 427 20 234 55 38 31 39 45 45 35 158
internal_value=0 -232.857 225.575 671.618 13111.7 19985.3 30472.1 17636.6 48308 101461 152.464 67358.7 59175.2 51627 135545 107523 2114.63 -6212.41 -9620.92 3854.76 65212.5 -13629.7 11860.2 147428 -34788.5 -76413.7 -35296.5 -81470.6 -16146 31792.9
internal_weight=0 229656 134638 121024 2916 2239 1411 975 354 144 621 115 436 413 60 82 828 596 677 509 82 541 210 62 86 69 307 90 217 287
internal_count=4073804 229656 134638 121024 2916 2239 1411 975 354 144 621 115 436 413 60 82 828 596 677 509 82 541 210 62 86 69 307 90 217 287
is_linear=0
shrinkage=0.1


Tree=2171
num_leaves=31
num_cat=0
split_feature=4 0 1 0 0 1 0 0 7 6 7 5 0 0 0 0 3 6 5 2 6 6 2 6 0 4 5 6 4 0
split_gain=1.24434e+12 9.3013e+12 1.88536e+13 3.17697e+13 3.00216e+13 1.67332e+13 4.46594e+13 7.15269e+13 4.77749e+13 4.54816e+13 4.83847e+13 3.84836e+13 3.62552e+13 2.73916e+13 4.34367e+13 2.96308e+13 3.46315e+13 2.52762e+13 5.26869e+13 2.40909e+13 2.16482e+13 2.12958e+13 2.09522e+13 2.0913e+13 2.10526e+13 2.2061e+13 3.08749e+13 2.02547e+13 2.00207e+13 2.80141e+13
threshold=5.5000000000000009 55.145978450000008 28.601854300000003 57.892117950000006 57.719618750000002 30.084656550000002 59.864072000000007 59.898927250000007 6.0000000000000009 64.015000000000015 6.0000000000000009 3.5000000000000004 60.064438250000002 60.002985000000002 59.91832440000001 60.01610465000001 3.5000000000000004 52.015000000000008 2.5000000000000004 3338.0000000000005 63.140000000000008 80.720000000000013 3338.0000000000005 101.02000000000002 60.064438250000002 4.5000000000000009 3.5000000000000004 59.505000000000003 3.5000000000000004 59.764576050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 27 13 28 11 19 -10 14 -9 16 -15 -16 20 21 -19 -11 -14 -17 25 26 -25 -8 29 -4
right_child=-2 2 5 -5 -6 -7 7 8 12 10 -12 -13 22 15 17 23 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-196.57820169253648 -34.558318042130217 -23247.679036023779 -3225.6977515108574 -14481.865800354004 16691.461921964299 399.86995342407329 19098.268565287908 -2217.2174988083152 -1682.2944085642071 -48148.314331054688 -156626.12798295455 33065.497566105769 91207.816660329103 7259.5294176547022 -20604.130711873375 -2521.209121035718 81774.918018713666 -94802.625016009231 -28933.790562365306 -26709.987398514095 -203775.74891826924 -126555.25742924528 -17564.415736607141 -82204.742436365923 9142.7873779296879 -156670.30327380952 44312.324543108261 55414.661113683964 -12626.914405608048 49781.457786560059
leaf_weight=572628 2928705 206 451 500 2179 560942 737 631 119 100 33 78 113 227 264 2703 86 61 145 306 26 53 21 62 60 21 28 194 1997 128
leaf_count=572628 2928705 206 451 500 2179 560942 737 631 119 100 33 78 113 227 264 2703 86 61 145 306 26 53 21 62 60 21 28 194 1997 128
internal_value=0 88.3863 373.429 8437 13241.8 332.586 -4033.7 1403.51 -3746.31 -13535.8 -39096.6 -31874.1 38487.9 -6223.18 -19623 -1484.7 27733.4 -41766.2 -65847.1 -42909.6 -127369 -75308.9 74161.4 -4666.77 -38581.6 -64378.6 -42843.9 26665.8 -7879.93 8492.64
internal_weight=0 1.1451e+06 572471 2885 2385 569586 8644 5498 4567 3146 570 537 253 4314 1127 3187 313 496 232 459 87 153 134 2874 171 111 90 931 2576 579
internal_count=4073804 1145099 572471 2885 2385 569586 8644 5498 4567 3146 570 537 253 4314 1127 3187 313 496 232 459 87 153 134 2874 171 111 90 931 2576 579
is_linear=0
shrinkage=0.1


Tree=2172
num_leaves=31
num_cat=0
split_feature=0 7 4 6 6 4 1 6 6 1 6 5 1 0 3 0 0 3 6 3 3 6 0 4 3 3 3 0 0 3
split_gain=1.35634e+12 1.24757e+13 2.89956e+13 4.27639e+13 6.08349e+13 6.91438e+13 6.91023e+13 4.67855e+13 1.55544e+14 1.84123e+14 7.85227e+13 6.49761e+13 5.92916e+13 5.31485e+13 4.31987e+13 4.01186e+13 3.83485e+13 4.03723e+13 3.79512e+13 3.5888e+13 3.56509e+13 3.43367e+13 3.09717e+13 5.25247e+13 4.80743e+13 5.72035e+13 2.94417e+13 3.23711e+13 6.66591e+13 7.92254e+13
threshold=54.94110555000001 6.0000000000000009 21.500000000000004 83.820000000000007 82.00500000000001 23.500000000000004 38.948208550000011 106.49500000000002 104.01000000000001 38.965413050000002 116.05000000000001 3.5000000000000004 38.91194105000001 45.015054600000006 2.5000000000000004 54.73499850000001 45.055912800000009 4.5000000000000009 92.02500000000002 9.5000000000000018 4.5000000000000009 94.02500000000002 45.029425500000009 24.500000000000004 20.500000000000004 9.5000000000000018 21.500000000000004 44.739668300000005 45.015054600000006 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 -1 4 -4 -6 -7 8 11 19 14 12 18 -11 -9 -14 22 -18 -5 -10 -12 -20 24 -24 25 -16 27 -22 29 -29
right_child=-2 -3 3 7 5 6 -8 10 9 13 20 -13 15 -15 16 -17 17 -19 21 -21 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=44.129818883089186 -39.527600401795922 755.71934039485029 -3658.4051100009601 -9978.9426077178032 35719.846168023767 -198529.13661858975 -51482.787396274718 -170900.42957208806 288133.82804054057 140026.06796874999 -34627.929549989443 117772.24471153846 7426.4428297868089 -3402.8289947766216 52579.400071364187 109491.73105187049 115909.61584821431 -11420.663973958333 -199384.89986413045 152293.41509146342 -40890.300441176478 -58550.863286830361 -83068.161759173294 49600.982793830422 117992.84501139325 -74890.989867044147 -20613.651757812502 9927.7748046875004 17852.003590130389 266873.537109375
leaf_weight=1032686 2772653 228167 34071 132 71 39 177 22 37 33 185 52 3074 119 52 39 28 225 23 41 85 70 244 34 24 109 230 24 1034 24
leaf_count=1032686 2772653 228167 34071 132 71 39 177 22 37 33 185 52 3074 119 52 39 28 225 23 41 85 70 244 34 24 109 230 24 1034 24
internal_value=0 84.2303 -58.56 -2690.11 -4044.6 -49891.9 -78032.8 5144.51 12249.3 91830 -5941.43 6850.03 5122.06 27736.3 -32877.2 8705.13 -28636.2 2671.22 -44451.7 216731 6624.03 -93380.8 -45743.8 -66842.4 -14038.7 -33720.4 12086.9 18531.7 23199.8 138401
internal_weight=0 1.30115e+06 1.07298e+06 40298 34358 287 216 5940 3620 230 2320 3390 3338 152 738 3113 716 253 225 78 1582 93 463 278 185 161 1397 1167 1082 48
internal_count=4073804 1301151 1072984 40298 34358 287 216 5940 3620 230 2320 3390 3338 152 738 3113 716 253 225 78 1582 93 463 278 185 161 1397 1167 1082 48
is_linear=0
shrinkage=0.1


Tree=2173
num_leaves=31
num_cat=0
split_feature=6 0 0 1 5 6 1 5 1 3 4 0 1 1 3 3 6 1 0 3 1 1 4 3 1 6 1 6 3 4
split_gain=1.19951e+12 6.69142e+12 1.59334e+13 2.43567e+13 1.9258e+13 2.06529e+13 2.1904e+13 1.81985e+13 1.6918e+13 1.45193e+13 2.46329e+13 3.51477e+13 2.88406e+13 3.96593e+13 5.70513e+13 4.59323e+13 3.19428e+13 4.36306e+13 8.10704e+13 2.15922e+13 2.01927e+13 3.68919e+13 1.09466e+14 7.00905e+13 2.79218e+13 3.88703e+13 5.18669e+13 5.43381e+13 5.56606e+13 7.48947e+13
threshold=88.00500000000001 44.739668300000005 44.895258050000002 38.965413050000002 2.5000000000000004 91.02500000000002 37.331232350000008 3.5000000000000004 34.382014200000008 12.500000000000002 20.500000000000004 44.685196900000008 37.768783500000005 39.777866350000004 13.500000000000002 17.500000000000004 168.45000000000002 39.939672500000007 43.472751400000007 16.500000000000004 39.735861600000007 39.749243900000003 5.5000000000000009 2.5000000000000004 39.703507450000011 130.05000000000004 39.718675700000013 168.45000000000002 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 9 3 4 5 -3 -7 -5 -6 20 12 -12 -11 14 -14 -16 17 18 19 -15 24 22 -22 -24 -2 -26 -27 28 -28 -30
right_child=1 2 -4 7 8 6 -8 -9 -10 10 11 -13 13 16 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=13.262967675595403 2791.2125909305696 15113.588536447718 -308.74696118590572 -29899.243475506759 51801.027670454554 -65005.9713552475 16917.365358231709 -143172.96949728261 -5130.7237987682229 56818.496318151592 -2047.5439174107141 79558.395886230472 -123123.61597916669 42836.709735576929 -14123.037421875 -129271.58786057692 -113587.31903409092 -14586.202887561274 193953.87343750001 -82934.866369047624 -120811.94220344388 1111.2300400253614 -138410.55613425927 36178.695304939516 27388.854231749861 45571.210421156611 28096.729927884615 23374.354155993853 -262990.30911458336 -55067.440329649398
leaf_weight=3844148 3100 69 210166 37 55 160 41 23 1024 47 301 64 75 39 310 39 22 204 33 21 98 12137 27 155 1164 87 26 61 30 41
leaf_count=3844148 3100 69 210166 37 55 160 41 23 1024 47 301 64 75 39 310 39 22 204 33 21 98 12137 27 155 1164 87 26 61 30 41
internal_value=0 -222.005 -379.802 -10978.4 -8205.57 -32090.8 -48295.2 -73320.8 -2228.73 1624.46 -9223.5 12261.4 -19150.1 -23955.6 -43995.3 -26990.6 2680.16 11292.6 68058.9 -1183.34 2364.71 283.325 -35603.4 10278.1 8096.46 19768.8 -16434.4 -50576.7 -97082.1 -142922
internal_weight=0 229656 211575 1409 1349 270 201 60 1079 18081 1155 365 790 743 424 349 319 297 93 60 16926 12417 280 182 4509 1409 245 158 97 71
internal_count=4073804 229656 211575 1409 1349 270 201 60 1079 18081 1155 365 790 743 424 349 319 297 93 60 16926 12417 280 182 4509 1409 245 158 97 71
is_linear=0
shrinkage=0.1


Tree=2174
num_leaves=31
num_cat=0
split_feature=4 3 4 6 0 6 0 0 6 0 0 2 1 0 3 0 1 0 1 2 0 0 0 1 1 4 7 3 0 1
split_gain=1.17478e+12 1.54803e+13 2.11341e+13 3.42838e+13 6.66323e+13 5.86866e+13 5.44718e+13 4.91727e+13 9.18851e+13 4.53886e+13 6.30705e+13 6.25505e+13 6.08496e+13 3.63896e+13 3.17115e+13 2.92824e+13 4.25073e+13 2.96676e+13 2.67279e+13 3.95298e+13 3.35858e+13 4.20679e+13 4.13323e+13 5.88893e+13 5.87587e+13 2.88381e+13 3.42646e+13 3.8242e+13 9.89736e+13 3.73746e+13
threshold=16.500000000000004 6.5000000000000009 18.500000000000004 96.050000000000011 59.882709350000006 130.05000000000004 59.848366150000011 44.249882500000005 100.05000000000001 56.342669500000007 55.806294650000005 2828.5000000000005 37.729575300000008 56.850115550000005 1.5000000000000002 45.029425500000009 37.780517050000007 55.743464250000009 37.563506350000004 2506.0000000000005 55.622114900000007 55.667390500000003 55.554045200000012 37.755233900000007 37.768783500000005 17.500000000000004 6.0000000000000009 4.5000000000000009 55.017684700000011 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 -7 -11 -6 16 -9 18 -17 20 22 -22 24 -24 -20 26 27 29 -29 -21
right_child=1 -3 -4 4 14 9 -8 15 -10 13 -12 -13 -14 -15 -16 17 -18 -19 19 25 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-29.134209101544275 1429.453718970889 -156.12975333000412 -75.577014925556952 282945.13671875 83597.715885416663 -17066.751939174108 109483.5934031017 66991.05764358108 15613.513726128473 -203075.01304347828 83962.794622395828 -2777.2948509457237 -223741.89148706896 -33316.703989955357 -35029.912844906525 859.61957123979982 -56235.381781165081 4054.7592275547613 -102571.56063988095 44791.862012931873 -46513.832510779044 66020.885075052662 212077.22627551021 44941.740667229729 81428.956234375015 -5751.1780338815988 -6587.5696329305465 14114.959455523576 151159.64395328445 -17409.436905570652
leaf_weight=3147398 115239 666730 140702 20 24 28 67 37 36 23 60 190 29 28 369 337 115 902 21 322 53 89 49 37 100 267 182 114 98 138
leaf_count=3147398 115239 666730 140702 20 24 28 67 37 36 23 60 190 29 28 369 337 115 902 21 322 53 89 49 37 100 267 182 114 98 138
internal_value=0 98.9814 753.991 1735.06 11164.2 15744.5 20334.4 18286.8 111089 -22513.7 -8000.98 -30340.4 -122217 -109874 -27785.5 16470.3 -26239.5 18866.7 26260.4 32083.6 61473.2 24018.5 87166.8 140170 49495 22933.7 31902 42326.2 77465.8 26131.5
internal_weight=0 926406 259676 118974 3735 3342 2984 2917 56 358 307 247 57 51 393 2861 152 2709 1807 1470 349 142 207 86 121 1121 854 672 212 460
internal_count=4073804 926406 259676 118974 3735 3342 2984 2917 56 358 307 247 57 51 393 2861 152 2709 1807 1470 349 142 207 86 121 1121 854 672 212 460
is_linear=0
shrinkage=0.1


Tree=2175
num_leaves=31
num_cat=0
split_feature=3 0 0 1 6 6 4 1 6 1 4 1 1 4 0 0 0 1 1 0 1 4 0 7 1 4 1 6 6 1
split_gain=1.24226e+12 9.64656e+12 1.85593e+13 3.97196e+13 2.99368e+13 5.64928e+13 3.82798e+13 3.76289e+13 3.03685e+13 2.71779e+13 2.26767e+13 2.07047e+13 2.63475e+13 2.73549e+13 1.76916e+13 5.60559e+13 5.58084e+13 1.80205e+14 1.02152e+14 4.36478e+13 9.92094e+13 5.16197e+13 9.42809e+13 7.83495e+13 1.45446e+14 1.08285e+14 3.03506e+14 6.69144e+13 5.94907e+13 5.67052e+13
threshold=10.500000000000002 47.234875100000004 47.22829500000001 39.689978950000004 86.920000000000016 108.05000000000001 22.500000000000004 39.712886600000012 99.050000000000011 39.712886600000012 20.500000000000004 39.749243900000003 39.735861600000007 23.500000000000004 55.622114900000007 55.702806750000008 55.60524465000001 37.425454150000007 37.401708450000008 55.783232450000007 37.401708450000008 17.500000000000004 55.743464250000009 6.0000000000000009 37.503969450000007 16.500000000000004 37.600779750000008 84.810000000000016 85.020000000000024 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 8 -7 9 -6 -4 12 13 -5 16 -16 -3 18 -18 20 -17 22 -22 27 -25 -26 -27 -24 -29 -23
right_child=1 14 3 4 5 7 -8 -9 -10 -11 -12 -13 -14 -15 15 19 17 -19 -20 -21 21 29 23 24 25 26 -28 28 -30 -31
leaf_value=-23.786086873825731 747.75332517824654 -554.95420662696006 2978.5249720951297 23511.59279670773 -13026.074064835258 83828.478308823542 -12089.270659722222 -43817.720883517795 177202.49231004901 126908.21429687501 -27503.61651783116 -28306.51335549531 50050.417618894113 -9310.8112577857046 3820.3401514786783 -19872.676037335677 -14658.005572622378 -18739.868265216919 62254.140805284522 376.37539499293132 287.96596758135422 16072.635892027338 -5750.3063154348656 117195.47873738606 -21462.26253753472 -271678.06919642858 -48484.177977255968 -148746.66401100854 -33661.15393524793 -468.70525566494229
leaf_weight=3436249 109594 173401 1272 667 23 34 27 72 51 35 302 108 206 410 41341 3250 271 4435 476 262563 8306 2281 3902 60 962 70 470 55 245 22666
leaf_count=3436249 109594 173401 1272 667 23 34 27 72 51 35 302 108 206 410 41341 3250 271 4435 476 262563 8306 2281 3902 60 962 70 470 55 245 22666
internal_value=0 128.201 967.175 8465.57 19391.6 51852.9 94508.1 -2874.6 120913 71417 -2870.02 13744.1 17283.9 11016.5 -52.1452 364.897 -860.554 -11086.6 34351.6 -103.729 -3086.14 -1687.88 -6531.19 -16357.7 -35480.2 -41579 -77416.7 -9249.34 -54760.2 1043.73
internal_weight=0 637555 112801 3207 1633 242 136 106 109 58 1574 1391 1283 1077 524754 346171 178583 5182 747 304830 42267 39017 14070 5764 1562 1502 540 4202 300 24947
internal_count=4073804 637555 112801 3207 1633 242 136 106 109 58 1574 1391 1283 1077 524754 346171 178583 5182 747 304830 42267 39017 14070 5764 1562 1502 540 4202 300 24947
is_linear=0
shrinkage=0.1


Tree=2176
num_leaves=31
num_cat=0
split_feature=4 6 5 4 6 6 0 6 1 6 1 1 3 3 5 3 6 0 0 1 6 2 7 2 1 1 0 0 0 1
split_gain=1.32025e+12 1.06727e+13 2.39965e+13 2.82392e+13 8.43749e+13 6.2579e+13 4.82383e+13 4.45328e+13 4.3277e+13 1.33904e+14 4.29081e+13 9.79976e+13 3.68936e+13 3.54724e+13 3.11167e+13 2.99217e+13 2.71652e+13 5.77938e+13 8.18603e+13 6.67762e+13 4.58598e+13 3.35241e+13 2.70889e+13 2.48593e+13 6.18234e+13 5.26839e+13 9.46568e+13 6.07392e+13 6.04671e+13 7.48959e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 11.500000000000002 79.015000000000015 89.00500000000001 59.939085000000013 76.605000000000004 82.93515810000001 81.705000000000013 38.109452700000006 37.618684050000006 1.5000000000000002 8.5000000000000018 1.5000000000000002 8.5000000000000018 96.050000000000011 56.309668500000008 59.950512650000007 38.958307950000012 92.02500000000002 2865.5000000000005 6.0000000000000009 2875.5000000000005 30.205407000000005 30.226173900000003 59.939085000000013 59.963561900000009 60.002985000000002 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 12 -10 11 -9 -6 14 -14 -3 17 19 20 -7 -19 -21 -8 24 -5 26 -26 -27 29 -29
right_child=1 2 -4 23 5 16 22 10 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=44.05328026194897 47.233364051649424 -23449.980127849056 -215.44452316301354 -39934.918199827516 -126176.89695945947 -99004.955971927964 -141812.72397524351 41734.568598952254 -330713.87368164066 -18648.662673117899 7876.5833922955981 254934.17893518519 118255.0228125 -54985.735221661271 -10389.146321523875 30742.062245631867 -26922.93587897551 77543.97961914062 -43670.299312499999 145860.15183593749 289128.16688988096 8292.4203818044352 -26953.501004464284 -5011.5886606597232 -34654.401853420015 1345.7362644554566 62617.916189969263 -26077.207543873224 -2493.5586352539067 -118123.28754687501
leaf_weight=2547999 1262436 327 217705 385 37 59 77 107 20 44 159 27 20 212 314 148 282 20 25 20 21 155 28 18192 143 22367 333 762 1280 100
leaf_count=2547999 1262436 327 217705 385 37 59 77 107 20 44 159 27 20 212 314 148 282 20 25 20 21 155 28 18192 143 22367 333 762 1280 100
internal_value=0 -73.5662 -652.608 -2736.8 -14057.6 -29259.3 -48313.4 12347.5 -38110.4 -116169 43007.5 84692.7 -29541.4 -22992.8 -2685.9 -6564.88 -4639.55 16306.8 98951.7 -7003.27 185916 24014.4 -111184 -2190.54 -167.662 445.121 33395.4 -194.82 -16281.5 -36755.4
internal_weight=0 1.5258e+06 263369 45664 2102 1334 752 768 647 64 293 134 583 546 334 475 582 300 66 234 41 175 105 43562 25370 24985 476 24509 2142 862
internal_count=4073804 1525805 263369 45664 2102 1334 752 768 647 64 293 134 583 546 334 475 582 300 66 234 41 175 105 43562 25370 24985 476 24509 2142 862
is_linear=0
shrinkage=0.1


Tree=2177
num_leaves=31
num_cat=0
split_feature=4 0 0 0 4 4 6 1 0 2 1 6 6 6 6 3 6 1 4 0 4 0 1 1 3 0 6 6 0 6
split_gain=1.26815e+12 8.00936e+12 2.91209e+13 2.74471e+13 2.15473e+13 1.89993e+13 2.01418e+13 1.64132e+13 1.56688e+13 1.53857e+13 1.38357e+13 2.30488e+13 2.42197e+13 2.10618e+13 1.71484e+13 2.03742e+13 1.27289e+13 1.15321e+13 9.67169e+12 8.50306e+12 3.42769e+13 3.0425e+13 4.54852e+13 2.13839e+13 2.80254e+13 1.96299e+13 1.79152e+13 1.71765e+13 1.70581e+13 1.50458e+13
threshold=25.500000000000004 53.310923100000004 53.244414800000008 54.73499850000001 26.500000000000004 30.500000000000004 63.140000000000008 50.213874250000011 53.20799465000001 4556.0000000000009 39.231261550000006 120.05000000000001 102.04000000000001 100.05000000000001 73.41500000000002 18.500000000000004 44.605000000000011 39.763755750000009 27.500000000000004 54.973017600000006 30.500000000000004 55.012912000000007 82.906746050000024 82.941727000000014 23.500000000000004 55.026775150000006 54.010000000000012 75.010000000000005 55.029726000000004 112.00500000000001
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 7 4 -3 6 -6 8 9 10 13 12 -12 14 18 -16 -9 -14 -2 20 23 22 26 29 -25 -23 -21 -22 -27 -5
right_child=1 3 -4 19 5 -7 -8 16 -10 -11 11 -13 17 -15 15 -17 -18 -19 -20 21 27 25 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-7.3202651792702342 15574.606241167046 3471.7835826066521 35274.297021942664 -5327.0065315794554 -19012.696553138718 3090.8248539754791 -55309.421851128471 326.20855594758063 42322.316572265627 69990.55827044863 -1603.729753844847 89861.272395833337 -120381.84218750001 -74506.762656250008 104361.00649933511 911.17875976562505 -87091.936707899309 -22265.440930706522 -47172.688521634613 -18782.931945887358 31662.079840433373 16516.907526734354 -1476.6635269531253 23631.046869810132 -4342.6072869511781 -32305.080048336778 -54720.757034827155 107884.22403772868 493.39918223218814 -80898.686603009264
leaf_weight=4004864 445 482 293 1086 477 219 225 31 100 33 2322 27 25 25 47 32 36 23 26 282 106 766 1125 810 642 159 273 41 58755 27
leaf_count=4004864 445 482 293 1086 477 219 225 31 100 33 2322 27 25 25 47 32 36 23 26 282 106 766 1125 810 642 159 273 41 58755 27
internal_value=0 425.249 5110.68 177.291 -13658.9 -22624.1 -30646.3 2324.44 3381.1 2085.22 1331.23 -2010.54 -3057.18 15262 19342.4 62457.3 -46644.7 -73367.7 12110.8 480.265 5959.89 238.075 -13033.8 3268.54 11262.5 611.681 -36460.5 52921.3 404.881 -7160.28
internal_weight=0 68940 3465 65475 1403 921 702 3172 3105 3005 2972 2397 2370 575 550 79 67 48 471 64072 2712 61360 1680 2565 1452 59680 555 147 58914 1113
internal_count=4073804 68940 3465 65475 1403 921 702 3172 3105 3005 2972 2397 2370 575 550 79 67 48 471 64072 2712 61360 1680 2565 1452 59680 555 147 58914 1113
is_linear=0
shrinkage=0.1


Tree=2178
num_leaves=31
num_cat=0
split_feature=6 3 3 1 6 1 6 1 1 6 7 4 1 0 0 6 2 1 6 4 6 4 0 1 6 1 0 4 5 6
split_gain=1.23576e+12 9.7957e+12 2.63001e+13 4.49655e+13 6.3484e+13 3.31491e+13 3.17971e+13 9.37458e+13 1.1222e+14 4.81116e+13 5.24203e+13 4.55044e+13 4.16909e+13 3.16205e+13 3.10981e+13 2.9335e+13 4.71102e+13 4.23497e+13 3.43839e+13 2.81794e+13 2.50576e+13 2.76887e+13 3.04099e+13 2.78277e+13 5.79626e+13 3.03516e+13 2.81477e+13 2.30582e+13 2.29092e+13 5.60979e+13
threshold=55.015000000000008 13.500000000000002 14.500000000000002 37.343102500000008 96.050000000000011 30.157841000000001 110.01500000000001 49.692247900000005 39.231261550000006 116.05000000000001 6.0000000000000009 17.500000000000004 40.024897700000004 55.759969450000007 43.6005307 114.05000000000001 2828.5000000000005 36.593086150000012 122.65000000000002 14.500000000000002 101.02000000000002 21.500000000000004 55.79439725000001 39.044653900000007 105.00500000000001 38.958307950000012 47.267650700000011 17.500000000000004 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 4 -3 -4 20 8 9 11 -11 -8 14 -14 -10 -6 18 -18 -17 -7 -5 22 23 25 -25 -22 -26 -15 29 -9
right_child=1 2 5 6 15 19 7 28 12 10 -12 -13 13 27 -16 16 17 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-44.652216406190234 152.9645591281984 -7926.1413882253391 18177.494482884733 -1721.5191890717613 -62943.918681816082 -42536.942013335989 155405.29305013022 74315.114855902779 -195897.71504557293 -10257.393262958962 124940.7734848485 -21085.022494070872 41343.6767578125 -127485.31507492065 -76093.782281650638 78638.100075383772 -37793.81704837329 -202038.02703125001 -19800.321037649603 -147.36852569878761 -4686.3295123922417 -50023.803312322445 30707.818413151923 -38107.171634528546 130382.10426339286 -100471.51776075487 17539.348894856772 -8350.8830137310615 122966.4681818182 -14205.520712425596
leaf_weight=2458121 1443538 4406 989 24311 327 157 48 225 30 219 33 21 46 32 78 57 73 20 94 140026 58 220 148 173 35 77 60 33 44 105
leaf_count=2458121 1443538 4406 989 24311 327 157 48 225 30 219 33 21 46 32 78 57 73 20 94 140026 58 220 148 173 35 77 60 33 44 105
internal_value=0 67.9345 -645.093 -3283.94 -11991.9 -66.1334 -1616.77 16704.2 -9948.52 27705.1 7447.13 101691 -65139.5 -22101.8 -109373 -43364.7 -17125.3 -73115.2 17358.6 -194.843 -2284.4 -20032.9 -8058.37 -22295.1 -3644.8 -59319.4 59113 -67001.7 55186.8 46149.5
internal_weight=0 1.61568e+06 172145 30973 4977 141172 25996 914 540 321 252 69 219 111 108 571 244 93 151 140183 25082 771 551 403 268 135 95 65 374 330
internal_count=4073804 1615683 172145 30973 4977 141172 25996 914 540 321 252 69 219 111 108 571 244 93 151 140183 25082 771 551 403 268 135 95 65 374 330
is_linear=0
shrinkage=0.1


Tree=2179
num_leaves=31
num_cat=0
split_feature=3 4 0 4 1 1 0 1 6 7 5 5 1 4 1 5 1 3 0 3 6 6 4 4 6 6 0 1 6 4
split_gain=1.36091e+12 8.85007e+12 8.6109e+12 1.30425e+13 2.44531e+13 1.82933e+13 1.55004e+13 1.54227e+13 1.11941e+13 1.15291e+13 1.06899e+13 1.24923e+13 1.02726e+13 2.16701e+13 3.16357e+13 3.29328e+13 2.46668e+13 2.85501e+13 2.4059e+13 2.68436e+13 2.65988e+13 1.05934e+14 1.15447e+14 7.68234e+13 3.0516e+13 4.65679e+13 3.63962e+13 2.60691e+13 5.31646e+13 2.90167e+13
threshold=10.500000000000002 5.5000000000000009 45.055912800000009 11.500000000000002 37.343102500000008 39.703507450000011 44.249882500000005 39.723160900000003 118.04500000000002 6.0000000000000009 2.5000000000000004 1.5000000000000002 39.069277450000008 15.500000000000002 39.873894000000007 3.5000000000000004 39.939672500000007 11.500000000000002 45.040161900000008 11.500000000000002 44.820000000000007 47.805000000000007 13.500000000000002 12.500000000000002 55.015000000000008 72.50500000000001 44.046956350000009 39.625203600000013 78.605000000000004 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 -3 6 -6 -7 9 10 11 -9 -5 14 15 18 17 -16 19 20 -14 22 -22 -23 -25 26 -26 -21 29 -29
right_child=1 2 -4 12 5 7 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19 -20 27 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-24.896066667926682 59631.158937499044 -77057.611322798082 18.155448653445472 2505.5050357578712 80523.601627604163 -65777.831573275864 4391.5416841947117 43980.494284986416 -54910.643001994678 -30367.345397306748 62278.006439732148 -18889.038625464109 25787.694653481878 -1885.1704083017835 18628.071814903848 126226.52068865742 1196.4636367630972 -73207.1115818299 -48952.70889528509 12687.290945596535 6839.2952039930569 -31600.390103886046 -241495.70761217951 3682.856482514881 251780.076 3215.1162037037038 82791.961343149043 71466.808568195091 -38046.145745192305 -6542.8736049107147
leaf_weight=3436249 25 55 581845 35143 36 58 104 46 47 95 35 101 255 16346 52 27 1783 97 57 537 36 174 39 42 25 27 26 321 65 56
leaf_count=3436249 25 55 581845 35143 36 58 104 46 47 95 35 101 255 16346 52 27 1783 97 57 537 36 174 39 42 25 27 26 321 65 56
internal_value=0 134.183 131.85 1319.83 -13636.7 -6954.41 23968.4 -18287.4 -9785.98 -2129.45 12610.1 784.421 1476.43 -334.983 6666.77 16672.3 -2069.95 -41157.2 14890.4 17160.6 951.694 -16211.4 -122295 10850.7 72404.8 109409 165629 27491.8 45478.4 59879.2
internal_weight=0 637555 637530 55685 577 522 140 382 324 277 182 147 55108 19965 3619 1687 1932 149 1660 1603 624 369 75 294 120 78 51 979 442 377
internal_count=4073804 637555 637530 55685 577 522 140 382 324 277 182 147 55108 19965 3619 1687 1932 149 1660 1603 624 369 75 294 120 78 51 979 442 377
is_linear=0
shrinkage=0.1


Tree=2180
num_leaves=31
num_cat=0
split_feature=1 1 3 6 5 6 6 5 3 4 3 0 0 4 6 0 4 0 3 4 3 0 6 0 0 3 6 0 6 6
split_gain=1.23155e+12 9.34482e+12 3.25374e+13 3.87026e+13 3.60098e+13 3.58539e+13 3.71526e+13 7.042e+13 2.26683e+14 4.10558e+13 3.48163e+13 3.90831e+13 4.05436e+13 3.76793e+13 3.35842e+13 3.15229e+13 3.39261e+13 5.98926e+13 3.3076e+13 2.86706e+13 2.70712e+13 8.91835e+13 3.69507e+13 2.6692e+13 3.67344e+13 2.68754e+13 2.65857e+13 4.01878e+13 2.6351e+13 2.59626e+13
threshold=30.226173900000003 30.205407000000005 8.5000000000000018 43.905000000000008 1.5000000000000002 73.00500000000001 53.705000000000005 1.5000000000000002 7.5000000000000009 9.5000000000000018 2.5000000000000004 59.990753350000013 60.028671700000011 15.500000000000002 33.005000000000003 60.034792100000011 16.500000000000004 60.042359000000012 4.5000000000000009 20.500000000000004 6.5000000000000009 59.963561900000009 78.605000000000004 59.848366150000011 60.034792100000011 4.5000000000000009 88.00500000000001 60.002985000000002 93.050000000000011 91.02500000000002
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 5 14 -5 6 -3 8 9 -8 13 20 26 -7 19 18 17 -17 -14 -4 -12 -22 -23 -9 25 -25 27 -13 -15 -6
right_child=-2 2 3 4 29 10 7 23 -10 -11 11 12 15 28 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=99.307278385207141 8.8158916260493569 -4636.5937166402991 30027.26304324175 30658.557251400824 8322.3384568834699 2124.6943612681312 -87276.634007352943 11443.216818787001 -275994.31704545458 51120.688705549575 21142.045125745008 82343.810602678568 25798.419973958335 -28235.96424497947 -11192.720546438055 -172142.60613425926 25894.436160950743 24883.498177083336 147043.87146267362 -3674.2043422711163 15370.876608133762 275302.86071428575 109223.81828547298 -15689.900324774226 -945.74574246224768 -44907.966240700945 -63722.562984278949 -30278.759826944042 -123665.51794221297 -15068.576471166816
leaf_weight=84130 3971697 5823 423 633 3238 293 34 322 44 58 388 42 60 78 2678 27 177 36 36 626 107 21 37 654 682 607 122 129 46 556
leaf_count=84130 3971697 5823 423 633 3238 293 34 322 44 58 388 42 60 78 2678 27 177 36 36 626 107 21 37 654 682 607 122 129 46 556
internal_value=0 -342.915 -2412.46 2257.03 8578.38 -6288.57 -8952.54 -19419.7 -89310 -26.1479 7412.78 16177.3 -872.683 -17430.4 -5251.58 22835.6 3463.63 -59556.3 71265.5 9915.62 35570.4 69498.9 169356 -15223.2 -19642.5 -29754.4 -28060.3 -2617.08 -63637.3 4894.47
internal_weight=0 102107 17977 8154 4427 9823 8224 2401 136 92 1599 1182 629 417 3727 336 240 63 96 1049 553 165 58 2265 1943 1261 293 171 124 3794
internal_count=4073804 102107 17977 8154 4427 9823 8224 2401 136 92 1599 1182 629 417 3727 336 240 63 96 1049 553 165 58 2265 1943 1261 293 171 124 3794
is_linear=0
shrinkage=0.1


Tree=2181
num_leaves=31
num_cat=0
split_feature=1 1 6 6 6 5 4 0 2 4 4 4 6 3 4 0 0 4 0 0 6 3 1 2 3 0 0 7 4 1
split_gain=1.2256e+12 2.82448e+13 7.75634e+13 8.4815e+13 7.54009e+13 7.63789e+13 1.06502e+14 6.15473e+13 5.91282e+13 8.15782e+13 5.65037e+13 7.97922e+13 4.06572e+13 3.84582e+13 4.87145e+13 3.72802e+13 2.1684e+14 1.95837e+14 5.46969e+13 4.49279e+13 4.43903e+13 3.617e+13 3.60299e+13 6.60182e+13 6.23117e+13 3.60073e+13 8.73982e+13 9.164e+13 7.99225e+13 1.5029e+14
threshold=37.563506350000004 37.517483500000004 57.005000000000003 56.010000000000012 82.905000000000015 3.5000000000000004 3.5000000000000004 55.390026600000006 75.000000000000014 15.500000000000002 23.500000000000004 20.500000000000004 39.025000000000013 7.5000000000000009 14.500000000000002 55.783232450000007 55.685785750000008 9.5000000000000018 55.660117850000006 55.866549750000011 114.05000000000001 4.5000000000000009 37.534144550000008 75.000000000000014 8.5000000000000018 55.812023600000011 55.783232450000007 6.0000000000000009 14.500000000000002 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 10 -7 13 -8 21 11 15 -3 14 -4 16 18 -18 20 -17 -6 -10 23 -21 -25 26 -9 28 29 -28
right_child=-2 2 4 -5 5 6 8 25 9 -11 -12 -13 -14 -15 -16 19 17 -19 -20 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-43.184435565067162 -26.776839954070045 -4481.6562055948953 -13896.320902172141 -28287.153258551276 -32540.594249522255 -181719.33403532612 17588.571274350652 13745.472162991655 118498.36138183594 280030.66398437502 3948.6338653497678 -87988.649823247906 3209.8895377547624 31830.396845581814 -96250.781623318835 72417.383449272267 -64282.949908088245 -437375.45468750002 104729.87955357143 -73016.885115494268 58685.270120497888 10827.796380333535 -24594.267091364043 -763.86994198069851 103830.96854272961 6869.8598125881372 64235.325866895058 126852.89305160985 91925.394786658653 -71682.700161404078
leaf_weight=734695 3289771 11053 791 1076 556 23 385 6998 60 20 1371 171 18170 161 79 73 34 24 35 62 59 65 546 136 98 6673 187 132 156 144
leaf_count=734695 3289771 11053 791 1076 556 23 385 6998 60 20 1371 171 18170 161 79 73 34 24 35 62 59 65 546 136 98 6673 187 132 156 144
internal_value=0 112.355 2428.49 -714.513 7430.33 -5344.49 28944.6 10530.4 38086.6 92512.6 -11335.6 -23016 300.72 -13066.1 -21374.5 -16170.5 -33400 -218666 -16868.6 -2838.8 -23788.8 62509.7 -9363.38 18731.4 43040.8 12232.9 16931.3 52947.7 32915.9 5104.83
internal_weight=0 784033 49338 30299 19039 3718 553 15321 530 145 3165 1794 29223 1031 870 1623 708 58 650 915 615 125 842 296 234 14290 7617 619 487 331
internal_count=4073804 784033 49338 30299 19039 3718 553 15321 530 145 3165 1794 29223 1031 870 1623 708 58 650 915 615 125 842 296 234 14290 7617 619 487 331
is_linear=0
shrinkage=0.1


Tree=2182
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 1 1 0 7 1 6 0 1 6 5 0 6 4 6 4 6 4 4 4 4 1 7 7 1 1
split_gain=1.56893e+12 1.23132e+13 5.76069e+13 2.57905e+14 2.04093e+14 1.93348e+14 1.16673e+14 3.53462e+14 4.18456e+14 2.30501e+14 3.51056e+14 3.11319e+14 3.52083e+14 3.21227e+14 7.43535e+14 1.91453e+14 1.86263e+14 1.71618e+14 1.93979e+14 1.71283e+14 1.41044e+14 2.16245e+14 3.07092e+14 1.3842e+14 1.20397e+14 1.61709e+14 1.31701e+14 1.06799e+14 1.0505e+14 1.48656e+14
threshold=36.000000000000007 55.667390500000003 55.710673100000008 37.46219940000001 19.500000000000004 37.425454150000007 37.586700500000006 55.685785750000008 6.0000000000000009 37.503969450000007 42.405000000000008 55.702806750000008 37.488790500000007 68.515000000000015 2.5000000000000004 55.685785750000008 98.020000000000024 5.5000000000000009 84.810000000000016 20.500000000000004 39.810000000000009 13.500000000000002 14.500000000000002 31.500000000000004 25.500000000000004 37.631035900000008 6.0000000000000009 6.0000000000000009 37.729575300000008 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 7 8 16 11 20 23 13 -13 -15 24 -5 -12 19 -19 -11 -22 -23 -9 25 -8 -27 -3 -28 -30
right_child=-2 2 -4 6 5 -7 15 9 -10 10 17 12 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=661.3426197146365 17.193437817642423 -60534.637463529332 127.32767303110609 20526.516244628747 -71232.749753205673 58247.919571861094 -55449.293519199608 -37852.84671803817 121484.56171972009 -14446.380584236744 -42472.510069114731 -107607.38427442381 79769.491773623507 -743549.87962962966 -1413.4341435185186 1190.6135228187666 -285645.78468749998 83029.634929676249 -245335.184140625 -52431.208102651748 -12382.962400716147 -531094.58389423077 -112787.2359664352 8332.5391870646017 21916.766852627006 -4213.5471068492552 16875.541926608123 -207336.05471754808 -53321.624121427842 -4753.9761043415092
leaf_weight=101945 3783399 1055 153782 3054 184 309 1123 1221 453 267 181 301 84 27 27 15043 20 911 20 104 75 26 54 1385 744 4704 411 52 1900 943
leaf_count=101945 3783399 1055 153782 3054 184 309 1123 1221 453 267 181 301 84 27 27 15043 20 911 20 104 75 26 54 1385 744 4704 411 52 1900 943
internal_value=0 -223.996 -702.909 -4384.65 -43596.1 9922.48 -2487.97 7848.31 31757.2 -10158.6 20090.4 -26430.5 -104335 -147898 -372482 -5900.43 18534.5 47362.6 63072.9 69149.9 -58495 -134372 -248737 -13306.9 -16757.5 -19926 -14913.1 -67430.5 -30380.5 -37212.1
internal_weight=0 290405 188460 34678 1600 493 33078 8210 3527 4683 1638 3045 439 355 54 24868 3074 1216 1035 1015 422 155 80 2606 9825 9081 7958 1107 3254 2843
internal_count=4073804 290405 188460 34678 1600 493 33078 8210 3527 4683 1638 3045 439 355 54 24868 3074 1216 1035 1015 422 155 80 2606 9825 9081 7958 1107 3254 2843
is_linear=0
shrinkage=0.1


Tree=2183
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 1 1 0 0 0 0 0 4 3 3 4 4 3 6 1 1 0 0 1 6 6 3 0 1 0
split_gain=1.28938e+12 6.72297e+12 1.47701e+13 1.95475e+13 1.2939e+13 1.5853e+13 1.16927e+13 1.63938e+13 1.08168e+13 9.46237e+12 9.45772e+12 1.68185e+13 2.07122e+13 4.28937e+13 3.97032e+13 5.57368e+13 6.68198e+13 3.6171e+13 2.37659e+13 2.98686e+13 2.34077e+13 2.25529e+13 2.11173e+13 1.67513e+13 1.67265e+13 1.5244e+13 1.46278e+13 1.37573e+13 1.34383e+13 1.3315e+13
threshold=41.505000000000003 63.728898350000001 60.770858000000011 5.5000000000000009 55.214863500000007 61.381045500000006 60.66055595000001 56.888401950000009 55.123213100000008 55.055052800000006 55.030407050000001 55.111813300000001 18.500000000000004 13.500000000000002 10.500000000000002 24.500000000000004 23.500000000000004 11.500000000000002 35.010000000000012 83.025426800000005 82.968544750000021 55.080855950000007 55.080855950000007 82.981285100000022 40.610000000000007 34.905000000000008 12.500000000000002 55.055052800000006 82.648284550000014 55.012912000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 8 -1 -8 -5 -4 29 12 18 14 20 16 23 -18 19 -12 24 25 -20 26 -14 -21 -16 -25 -24 -3
right_child=-2 10 3 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 22 21 -22 -23 28 27 -26 -27 -28 -29 -30 -31
leaf_value=5.2594211607877632 -38.62348349872692 582.20292904585745 -10563.403279167122 -10946.925640952737 -8107.3716583449004 -5756.6510954139667 6411.2987846153374 -13439.739113078695 1237.5523838274166 1197.544724140688 2715.7786018997058 229.1752968325238 5816.2878983021619 7689.3809393963329 6480.9901438255192 11642.33553780468 -78920.016667930831 -654.34642116598889 9111.0165510013449 -8128.8327787695471 -16530.945453991288 36773.837598054306 23047.393998193362 -86372.247167968759 -11642.593774773093 -30449.577366536461 -19762.416865846742 -19660.295292685689 -901.87646300238362 -1200.3080099847059
leaf_weight=938780 2768799 145548 715 794 5382 8155 4856 455 8845 15826 19919 70765 2843 3338 327 467 309 73 10932 1127 797 92 250 56 680 420 606 69 3729 58850
leaf_count=938780 2768799 145548 715 794 5382 8155 4856 455 8845 15826 19919 70765 2843 3338 327 467 309 73 10932 1127 797 92 250 56 680 420 606 69 3729 58850
internal_value=0 81.9465 -47.743 -1936.84 -3811.06 -2511.59 31.7296 4710.64 233.872 689.167 479.178 1197.02 2684.81 -1457.03 -6359.99 -18378.2 -28114 -63963.5 3771.12 1648.06 -1054.73 -11328.1 6840.61 -15170.3 2446.42 -14188.8 -10564.6 -49547.2 602.853 68.9848
internal_weight=0 1.305e+06 983808 39717 23176 17794 944091 5311 9639 16541 321197 116799 46034 9565 6227 1907 1440 382 36469 21558 4320 1639 14911 1058 3523 1547 933 125 3979 204398
internal_count=4073804 1305005 983808 39717 23176 17794 944091 5311 9639 16541 321197 116799 46034 9565 6227 1907 1440 382 36469 21558 4320 1639 14911 1058 3523 1547 933 125 3979 204398
is_linear=0
shrinkage=0.1


Tree=2184
num_leaves=31
num_cat=0
split_feature=3 0 0 1 6 5 4 1 1 6 4 6 0 6 2 0 2 0 0 0 5 1 1 6 6 3 6 4 6 1
split_gain=1.26331e+12 7.68792e+12 2.83034e+13 2.03666e+13 5.4798e+13 1.92431e+13 1.36429e+13 1.11191e+13 2.86899e+13 6.81839e+13 5.00883e+13 2.87395e+13 2.96324e+13 2.8138e+13 2.7434e+13 2.70483e+13 2.56026e+13 2.38166e+13 2.35442e+13 2.23551e+13 1.91788e+13 2.1927e+13 2.19333e+13 1.86528e+13 4.32837e+13 3.82543e+13 3.73816e+13 2.28029e+13 2.59201e+13 4.44724e+13
threshold=17.500000000000004 47.139841100000005 45.125532050000011 37.318079750000003 70.50500000000001 2.5000000000000004 26.500000000000004 37.768783500000005 39.843340650000009 61.805000000000007 21.500000000000004 149.05000000000004 56.006509350000009 60.005000000000003 75.000000000000014 55.93962770000001 2691.5000000000005 55.82518790000001 53.244414800000008 55.834019500000004 1.5000000000000002 37.897576350000001 37.858952300000006 80.030000000000015 79.015000000000015 22.500000000000004 80.720000000000013 22.500000000000004 116.05000000000001 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 18 9 13 14 12 15 17 -11 23 -10 20 -3 -19 -9 22 -22 24 -12 -26 -25 -28 -29 -30
right_child=1 7 5 6 -6 -7 -8 8 16 10 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=10.75674269549549 -5519.0701626090122 68951.868109375006 23074.658772261424 1252.7869654997328 194837.36875976564 98016.393071056562 -63122.00598958334 -2735.4053318364522 14828.440953059941 64699.03326322115 -9501.4435116156892 76866.50261101975 35504.266783331434 29439.476053130191 -39698.2828299916 -82015.813434968179 -383.0021981534137 -48121.136000535182 305.95434420001305 -9351.0248714459321 11522.250562134966 10827.741317032685 -14497.985492651424 -83646.619568980823 8759.0862826643333 108804.34531078674 16241.141690244935 -25985.857887431353 152857.59470880681 -8357.7068942775986
leaf_weight=3927269 43 50 186 13761 20 42 33 9558 1137 26 3551 38 137 301 790 54 41221 177 68825 931 519 2644 862 88 116 57 185 1084 22 77
leaf_count=3927269 43 50 186 13761 20 42 33 9558 1137 26 3551 38 137 301 790 54 41221 177 68825 931 519 2644 862 88 116 57 185 1084 22 77
internal_value=0 -288.29 1932.88 1357.87 58086.1 36879.7 1098.78 -524.494 -1478.16 -4479.72 -13277.2 -9793.16 -10406.3 -826.817 -36371.9 -11608 25.3129 -1446.93 355.788 -15544.4 -296.965 5493.5 -4719.2 -10874 -7121.84 41722 -20470.9 -16407 -21512.5 27467.9
internal_weight=0 146535 14085 13857 63 228 13794 132450 63575 21217 6225 5409 5371 14992 816 5234 42358 14691 68875 1108 13583 4025 1381 5180 3724 173 1456 1368 1183 99
internal_count=4073804 146535 14085 13857 63 228 13794 132450 63575 21217 6225 5409 5371 14992 816 5234 42358 14691 68875 1108 13583 4025 1381 5180 3724 173 1456 1368 1183 99
is_linear=0
shrinkage=0.1


Tree=2185
num_leaves=31
num_cat=0
split_feature=2 1 4 4 7 4 6 6 0 0 4 6 6 4 6 6 0 0 3 6 4 6 0 1 1 1 6 0 6 6
split_gain=1.27595e+12 1.10556e+13 3.28683e+13 5.58093e+13 4.14106e+13 5.92167e+13 8.35668e+13 5.99623e+13 3.99154e+13 3.74435e+13 3.30725e+13 3.10777e+13 2.79472e+13 2.76478e+13 6.6326e+13 4.15326e+13 4.02716e+13 3.2138e+13 2.61734e+13 2.35114e+13 2.27223e+13 2.26799e+13 2.17077e+13 5.64864e+13 4.49145e+13 4.85969e+13 5.75172e+13 4.70542e+13 4.33184e+13 4.27746e+13
threshold=36.000000000000007 37.804148700000006 23.500000000000004 22.500000000000004 6.0000000000000009 13.500000000000002 50.410000000000004 38.405000000000008 55.676890650000011 55.728148450000006 18.500000000000004 56.505000000000003 61.025000000000006 24.500000000000004 79.015000000000015 85.020000000000024 55.685785750000008 55.710673100000008 8.5000000000000018 39.995000000000012 19.500000000000004 61.025000000000006 55.702806750000008 37.843405600000004 37.897576350000001 37.873748150000004 51.015000000000008 55.743464250000009 39.025000000000013 39.810000000000009
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 8 6 -6 -7 11 13 21 -3 20 14 16 -15 -4 19 -5 -18 -12 -9 23 -10 25 -24 28 -28 -27 -26
right_child=-2 2 9 18 5 7 -8 10 22 -11 12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 29 26 27 -29 -30 -31
leaf_value=-51.677786308056284 15.505220621363666 -35074.048961166191 88052.828966346162 88480.229316406258 -26555.061258515856 7663.1832974947429 72892.934295151659 -30610.804604971439 -19137.622482773178 -139291.31350000002 22873.017851279437 -174618.78875000001 74256.973492697012 -11467.370213184418 -218999.37085937499 108039.26463541666 8135.7535426548557 -10630.832272408756 21221.087153908058 -110910.57553401899 -60900.856378073775 -61905.987237854002 -1380.6684508236151 15164.702669196853 5896.3046152827428 17573.89532681934 55088.099821224263 -88726.686263020849 -59287.056459002633 -28974.915942534528
leaf_weight=274133 3783399 79 26 90 168 494 170 838 606 25 69 20 46 949 20 30 21 131 162 79 61 320 7181 2310 530 233 437 24 107 1046
leaf_count=274133 3783399 79 26 90 168 494 170 838 606 25 69 20 46 949 20 30 21 131 162 79 61 320 7181 2310 530 233 437 24 107 1046
internal_value=0 -202.002 -2734.5 -1420.71 -2218.53 -14989.2 23463.2 -22099 -18.4841 -18109.3 -33120.4 -63264.9 7267.65 -15697.2 -43589.7 -7805.27 -29939.1 -43219.6 45242.2 -85910.8 -16436.3 -39258.9 483.472 8036.03 -1820.7 1225.32 24588.1 47601 -6614.7 -17247.9
internal_weight=0 290405 16272 14991 14739 2166 338 1828 12573 1281 1334 99 176 1256 277 979 257 231 252 100 130 1158 12474 2916 9558 7982 801 461 340 1576
internal_count=4073804 290405 16272 14991 14739 2166 338 1828 12573 1281 1334 99 176 1256 277 979 257 231 252 100 130 1158 12474 2916 9558 7982 801 461 340 1576
is_linear=0
shrinkage=0.1


Tree=2186
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 6 1 1 6 4 6 6 6 3 3 0 6 3 3 3 0 1 6 4 5 6 7 1 0 6
split_gain=1.27628e+12 8.08712e+12 3.54343e+13 3.69576e+13 3.08691e+13 2.87865e+13 2.49584e+13 3.84664e+13 3.35484e+13 3.21888e+13 4.66269e+13 3.19342e+13 2.88773e+13 2.35489e+13 2.3019e+13 2.37122e+13 5.41539e+13 3.68689e+13 7.34984e+13 3.1309e+13 3.09879e+13 6.8124e+13 4.94945e+13 3.55447e+13 2.90391e+13 2.27393e+13 2.21459e+13 4.40788e+13 4.06294e+13 6.31998e+13
threshold=9.5000000000000018 47.207933300000008 46.323575350000006 39.939672500000007 2.5000000000000004 43.405000000000008 39.735861600000007 39.908802000000009 81.705000000000013 16.500000000000004 47.805000000000007 55.015000000000008 97.020000000000024 1.5000000000000002 12.500000000000002 45.085557650000005 114.05000000000001 6.5000000000000009 10.500000000000002 7.5000000000000009 45.082176650000008 39.038055050000004 69.605000000000004 16.500000000000004 2.5000000000000004 110.01500000000001 6.0000000000000009 37.318079750000003 44.249882500000005 46.420000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 8 9 11 -11 -8 -10 -13 15 20 -17 -18 19 -19 -6 -22 -23 24 -24 -5 27 -2 29 -28
right_child=1 -3 3 25 14 -7 7 -9 12 10 -12 13 -14 -15 -16 16 17 18 -20 -21 21 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-60.091734015403034 40364.069142051798 127.65172529301347 -1803.1575860740763 28662.072669941263 -939.52019898169408 -12692.709637941654 -7803.3303722426472 -446.53581901090774 -171857.93911637933 -40287.464164402176 163346.00720880681 -11788.778636363637 -15664.563203124999 -92562.299427722755 1022.5670732683046 -4348.3877081420496 -28374.210569852941 80533.835117187511 -16610.523606418919 229891.34096679688 -21798.03949055665 7772.6906074705639 151513.0655121528 26650.592751668755 49900.975865885419 -60217.093548387093 4194.3629669189459 2201.7800337496551 8863.8468368644262 125812.96195718343
leaf_weight=1892492 308 1890516 4631 403 157131 5102 255 4516 29 23 22 55 20 105 66722 24785 34 25 37 32 689 3485 45 443 75 31 96 17470 4150 77
leaf_count=1892492 308 1890516 4631 403 157131 5102 255 4516 29 23 22 55 20 105 66722 24785 34 25 37 32 689 3485 45 443 75 31 96 17470 4150 77
internal_value=0 52.1352 -438.811 -6238.28 -228.7 -7511.42 2977.53 -3383.88 -29444.9 -21065.8 59266.7 -29776.6 -108106 -64796.4 -571.782 -1141.32 -4013.34 60863.7 93141.3 164384 -699.285 7269.55 12217.1 39728 88005.5 22313.6 4423.89 2862.93 10843.2 58325.2
internal_weight=0 2.18131e+06 290796 10167 280629 9733 27126 5025 509 460 45 415 49 160 253503 186781 24913 128 94 57 161868 4737 4048 563 120 434 22101 17778 4323 173
internal_count=4073804 2181312 290796 10167 280629 9733 27126 5025 509 460 45 415 49 160 253503 186781 24913 128 94 57 161868 4737 4048 563 120 434 22101 17778 4323 173
is_linear=0
shrinkage=0.1


Tree=2187
num_leaves=31
num_cat=0
split_feature=4 3 1 3 7 3 5 3 7 3 6 6 0 6 0 3 3 1 6 6 5 6 6 6 3 6 6 3 1 7
split_gain=1.24606e+12 3.05596e+12 4.09521e+12 8.71344e+12 6.78701e+12 4.82514e+12 1.5166e+13 1.63367e+13 8.96232e+12 1.09334e+13 7.70845e+12 8.87373e+12 8.00702e+12 7.30856e+12 6.59015e+12 6.49428e+12 5.97724e+12 1.98756e+13 1.34733e+13 6.57396e+12 4.55677e+12 4.21959e+12 9.10062e+12 7.66725e+12 3.94156e+12 3.60969e+12 3.64402e+12 3.56627e+12 5.39301e+12 8.40991e+12
threshold=37.500000000000007 29.500000000000004 37.755233900000007 5.5000000000000009 6.0000000000000009 11.500000000000002 2.5000000000000004 5.5000000000000009 6.0000000000000009 24.500000000000004 55.405000000000008 49.485000000000007 55.801384500000005 51.805000000000007 55.696737300000009 13.500000000000002 9.5000000000000018 37.503969450000007 70.50500000000001 37.310000000000009 2.5000000000000004 39.810000000000009 49.485000000000007 51.405000000000008 9.5000000000000018 87.015000000000015 78.605000000000004 30.500000000000004 37.755233900000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 16 -8 9 13 11 12 14 -7 -10 -12 18 -18 19 -2 -6 -21 -23 -24 -5 26 -17 -3 29 -29
right_child=1 27 3 4 20 8 7 -9 10 -11 15 -13 -14 -15 -16 25 17 -19 -20 21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.0525520991546864 27664.282404891303 42399.554968750002 40257.771156250004 -8887.3748263888901 -17478.490494791666 104775.9730859375 -6631.712446732955 -129940.83355654763 -12877.571117912372 -18499.442473958334 59278.111468505864 -61202.796544562443 -53977.250937500008 32366.749333389947 30972.41391325177 3077.2360983293611 -25401.634723772324 105121.19281250001 31071.965032762098 -64039.48421336207 24845.971869081441 23804.897821969698 -90430.831733630956 -23107.986449704229 -53524.584652792444 -32964.023165760875 39272.885250946973 28074.828143601189 18933.644915197652 -24799.986233693249
leaf_weight=4072329 23 25 25 27 111 20 22 21 97 30 24 36 30 46 53 177 28 20 62 29 33 33 21 87 74 23 33 42 117 106
leaf_count=4072329 23 25 25 27 111 20 22 21 97 30 24 36 30 46 53 177 28 20 62 29 33 33 21 87 74 23 33 42 117 106
internal_value=0 -2905.99 -5157.73 -15979.7 -21718.3 -1964.35 -11276.8 -66852.4 3698.38 31556.3 -1955.66 -15880.6 -6816.13 54308.9 2616.09 9747.77 -3389.79 28982.9 -9483.47 -22511.6 -7779.13 -29300.2 -22155.2 -36198.5 -41591.9 4645.94 8765.12 6295.07 2888.98 -9794.97
internal_weight=0 1475 1185 270 245 915 346 43 569 96 473 216 180 66 150 257 303 48 255 193 144 170 141 108 101 233 210 290 265 148
internal_count=4073804 1475 1185 270 245 915 346 43 569 96 473 216 180 66 150 257 303 48 255 193 144 170 141 108 101 233 210 290 265 148
is_linear=0
shrinkage=0.1


Tree=2188
num_leaves=31
num_cat=0
split_feature=2 2 1 0 7 6 6 1 3 5 6 4 6 6 6 1 4 1 4 0 0 4 6 1 1 4 0 3 0 1
split_gain=1.22654e+12 1.9171e+13 3.19467e+13 2.30803e+13 4.08935e+13 8.20836e+13 2.18729e+13 1.7739e+13 1.34563e+13 1.09547e+13 1.49525e+13 1.08028e+13 1.03925e+13 4.89778e+13 3.30402e+13 2.42635e+13 7.28007e+13 4.71998e+13 2.37576e+13 3.40184e+13 4.54302e+13 3.19676e+13 3.88737e+13 5.67304e+13 7.30583e+13 6.75776e+13 4.74363e+13 7.27606e+13 3.15826e+13 2.93176e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 53.20799465000001 6.0000000000000009 100.05000000000001 60.910000000000004 45.126607350000008 14.500000000000002 2.5000000000000004 80.720000000000013 16.500000000000004 99.050000000000011 95.045000000000016 100.05000000000001 60.590708550000009 9.5000000000000018 60.605526900000008 20.500000000000004 54.992080650000005 56.850115550000005 4.5000000000000009 96.050000000000011 60.620042600000012 60.590708550000009 8.5000000000000018 55.007293000000011 14.500000000000002 56.791379400000004 83.754481100000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 9 -8 10 -4 -5 13 -2 15 16 -14 -17 19 29 21 28 23 24 -23 -25 27 -24 -21 -15
right_child=12 2 3 4 6 -7 8 -9 -10 -11 -12 -13 14 18 -16 17 -18 -19 -20 20 -22 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=24.071328641989098 -86.443660558786377 -56048.342538568046 13680.771524969687 -4533.3794896490572 2316.3737308896821 -166120.23788559859 35368.851573105203 -32075.239788818362 115739.56922554348 30594.800731830735 -62668.399699519228 -40222.247561710443 -18787.936130433831 -753.6179474720883 -889.1580567034855 -126808.69139122596 50248.140163606491 -15729.894514344787 -6510.9962218237706 -70872.324301609857 -9420.588751193578 46176.386111111118 42049.207004133146 116287.10710893112 225793.2814903846 19951.020803789619 11348.615979860719 228858.85366847829 37067.52510827106 31514.784451274994
leaf_weight=2966190 1063716 79 1911 868 290 34 221 80 23 413 26 94 467 2242 31086 39 227 2000 854 66 450 54 223 88 39 422 1211 23 46 322
leaf_count=2966190 1063716 79 1911 868 290 34 221 80 23 413 26 94 467 2242 31086 39 227 2000 854 66 450 54 223 88 39 422 1211 23 46 322
internal_value=0 33.4462 6918.23 8174.38 -1446.85 -13417.6 20880.7 14232.2 42944.8 15808.6 12656 -8020.65 -90.0191 -35.4562 -1815.94 -12357.5 3793.03 -17854.5 8944.04 11489.1 19498.2 25489.6 28318.4 49671.7 121500 36573.7 19481.1 59515.1 -26539.9 3298.81
internal_weight=0 2.97023e+06 4039 3960 1530 996 534 2430 244 2350 1937 962 1.10358e+06 1.06976e+06 33819 2733 694 2039 6040 5186 2622 2172 2060 603 93 510 1457 246 112 2564
internal_count=4073804 2970229 4039 3960 1530 996 534 2430 244 2350 1937 962 1103575 1069756 33819 2733 694 2039 6040 5186 2622 2172 2060 603 93 510 1457 246 112 2564
is_linear=0
shrinkage=0.1


Tree=2189
num_leaves=31
num_cat=0
split_feature=4 6 6 4 3 4 5 2 1 0 1 0 0 1 0 6 6 1 4 6 1 0 1 6 1 1 1 6 6 7
split_gain=1.21551e+12 9.65327e+12 2.62922e+13 3.51402e+13 2.41305e+13 5.48242e+13 4.85395e+13 3.76039e+13 3.24814e+13 4.92743e+13 2.78093e+13 3.79441e+13 3.30733e+13 1.15611e+14 6.19528e+13 4.648e+13 7.81353e+13 4.47863e+13 4.22008e+13 3.54128e+13 3.94083e+13 5.47484e+13 5.29665e+13 4.96692e+13 4.38779e+13 6.20676e+13 5.20384e+13 4.00335e+13 5.14828e+13 4.21628e+13
threshold=10.500000000000002 72.020000000000024 73.995000000000019 6.5000000000000009 6.5000000000000009 7.5000000000000009 3.5000000000000004 915.50000000000011 37.631035900000008 55.737027400000009 82.991167100000027 54.973017600000006 54.947152850000002 82.860505900000007 55.568628050000008 86.920000000000016 78.605000000000004 82.886781200000016 8.5000000000000018 97.020000000000024 30.315889700000003 59.990753350000013 30.624707450000006 106.49500000000002 37.804148700000006 37.517483500000004 39.908802000000009 106.49500000000002 110.01500000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 10 8 9 -6 12 -12 -7 14 -14 16 -15 -17 -19 -16 21 27 23 -22 25 -24 -26 29 -29 -21
right_child=-2 2 4 -5 5 6 -8 -9 -10 -11 11 -13 13 15 19 17 -18 18 -20 20 22 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-32.03375757583995 -70.587711042606529 9382.1185503330671 -142.26459369370895 578.64573615763663 -6195.8183771306822 2166.5500928623801 -2920.6722617946266 -10913.919965722002 6508.2357343750009 -140168.20316780821 15120.100764705201 -1604.1149006801982 -9971.583275863879 11825.321184992386 10034.039638222701 98154.942564736644 62027.616778507108 111244.50640243903 8264.9277443174615 68789.373136160706 116745.920484375 -151674.89731841217 -17706.342897600447 2770.4958934294873 42702.00830917916 -157605.72320884149 -3522.6822370758127 -185959.39201388892 -24637.235663006759 -45969.003992319922
leaf_weight=2223913 1525805 7684 238361 11061 44 17818 13335 1490 50 73 1514 13049 2367 531 11442 62 745 41 1353 70 75 37 140 78 274 41 2191 27 74 59
leaf_count=2223913 1525805 7684 238361 11061 44 17818 13335 1490 50 73 1514 13049 2367 531 11442 62 745 41 1353 70 75 37 140 78 274 41 2191 27 74 59
internal_value=0 42.2697 552.148 4187.39 328.979 2005.99 2461.65 -15957.3 -60955 -89785.4 3842.22 134.57 5284.96 8118.84 5029.17 27203.1 41136.2 14992.5 11293.7 7476.57 -2067.67 -38775.1 1433.9 58640.8 -1873.99 -49396.3 1615.48 -20612.9 -67763 16303
internal_weight=0 2.548e+06 324086 18745 305341 66980 65323 1657 167 117 51988 14563 37425 19607 16875 2732 1276 1456 1394 14508 3066 267 2799 153 2646 181 2465 230 101 129
internal_count=4073804 2547999 324086 18745 305341 66980 65323 1657 167 117 51988 14563 37425 19607 16875 2732 1276 1456 1394 14508 3066 267 2799 153 2646 181 2465 230 101 129
is_linear=0
shrinkage=0.1


Tree=2190
num_leaves=31
num_cat=0
split_feature=6 3 5 1 5 1 2 2 1 1 0 1 5 0 0 4 4 5 0 1 5 4 1 1 2 0 0 0 0 1
split_gain=1.2522e+12 2.68904e+12 4.96542e+12 2.01091e+13 3.91877e+13 4.81508e+12 6.91559e+12 5.02091e+12 5.05842e+12 6.13869e+12 5.55881e+12 1.49969e+13 8.26443e+12 2.68508e+13 3.38517e+13 7.7651e+12 4.89638e+12 5.93959e+12 5.07064e+12 5.13961e+12 4.18007e+12 2.11404e+13 2.89027e+13 5.4832e+13 2.44553e+13 2.58872e+13 3.98954e+13 2.61217e+13 2.39267e+13 5.80769e+13
threshold=247.90000000000001 1.5000000000000002 6.5000000000000009 41.966773150000002 7.5000000000000009 37.563506350000004 451.00000000000006 10391.500000000002 91.443676550000006 82.918694400000007 44.249882500000005 43.80299105000001 3.5000000000000004 55.910578700000009 47.139841100000005 2.5000000000000004 1.5000000000000002 2.5000000000000004 57.205086850000008 38.977585500000011 3.5000000000000004 9.5000000000000018 30.410676000000006 37.858952300000006 2599.0000000000005 45.040161900000008 45.177967300000006 44.249882500000005 54.998919050000005 47.504912950000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 6 -2 8 9 10 11 -7 16 14 -14 -13 17 -12 19 -18 -3 22 -22 -24 -25 27 -27 -26 29 -23
right_child=1 2 3 4 -6 7 -8 -9 -10 -11 12 15 13 -15 -16 -17 18 -19 -20 -21 21 28 23 24 25 26 -28 -29 -30 -31
leaf_value=-1.5527674070282955 -79424.779843750002 5951.949829684022 94339.340032327586 59039.929101562506 -119397.70492187502 -95576.421416015626 -6777.0912623355271 -42996.166330295142 50570.898125000007 -40966.147480468753 -6657.0145312499999 55218.123359375008 3335.3640625000003 -51877.264732142859 181222.91051757813 -23747.74737659801 20260.331506696428 70411.707441406252 32569.653766741074 -23132.561091761439 -125648.76819661458 16478.805136148032 125060.43495370372 -127220.10297619049 -24138.712326204979 134489.32051757813 -11903.389497324439 -137513.05685483871 -2373.071361103996 175479.41030092596
leaf_weight=4070611 20 1488 29 32 20 20 38 27 20 35 20 20 23 21 20 33 35 20 28 124 24 154 27 21 59 20 269 31 488 27
leaf_count=4070611 20 1488 29 32 20 20 38 27 20 35 20 20 23 21 20 33 35 20 28 124 24 154 27 21 59 20 269 31 488 27
internal_value=0 1979.55 3235.93 27619.3 -9589.93 -4723.6 -31828 -1198.81 1494.58 -965.387 2880.84 -21792.4 9070.33 40808.6 86073.8 6050.69 122.107 31877.3 -6670.46 -13580.7 2478.62 -2135.94 -18868.9 -12867.2 -22177.3 -16357 -1772.41 -63189.9 9144.43 40197.1
internal_weight=0 3193 2689 81 52 504 58 446 419 399 364 73 291 64 43 53 227 40 187 159 2608 1120 451 427 400 379 289 90 669 181
internal_count=4073804 3193 2689 81 52 504 58 446 419 399 364 73 291 64 43 53 227 40 187 159 2608 1120 451 427 400 379 289 90 669 181
is_linear=0
shrinkage=0.1


Tree=2191
num_leaves=31
num_cat=0
split_feature=6 0 0 0 4 1 1 3 0 4 6 1 6 3 4 0 6 4 3 0 4 6 6 3 7 6 6 6 1 1
split_gain=1.13274e+12 6.50171e+12 2.45262e+13 2.30591e+13 2.4672e+13 1.55532e+13 1.70888e+13 3.3404e+13 5.4501e+13 4.48136e+13 3.65582e+13 3.16977e+13 2.32285e+13 3.64212e+13 4.41174e+13 7.03486e+13 6.1075e+13 2.46402e+13 2.25677e+13 2.8285e+13 2.41158e+13 2.44684e+13 2.77852e+13 3.4909e+13 2.47077e+13 2.01121e+13 1.96106e+13 1.85677e+13 5.0359e+13 2.18818e+13
threshold=41.505000000000003 45.07004340000001 45.00849250000001 45.082176650000008 22.500000000000004 41.912736000000002 38.91194105000001 3.5000000000000004 44.601833250000006 13.500000000000002 34.905000000000008 39.939672500000007 36.005000000000003 2.5000000000000004 3.5000000000000004 43.472751400000007 37.005000000000003 4.5000000000000009 7.5000000000000009 43.6005307 8.5000000000000018 38.995000000000012 34.905000000000008 8.5000000000000018 6.0000000000000009 19.050000000000004 29.715000000000003 25.305000000000003 39.735861600000007 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 10 18 26 -12 -13 14 -14 16 -16 -18 25 20 -20 22 -22 -24 -25 -9 -8 28 -11 -29
right_child=-2 3 -4 -5 -6 -7 7 9 -10 27 11 12 13 -15 15 -17 17 -19 19 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-565.46683852829699 -36.201417259407314 5549.2675018642376 -2172.4308270116157 104.30237193012843 -10515.191654887334 -2183.6412977325062 -5453.5006141116628 -20242.528430680206 8651.3228538112417 -10905.068818331314 -15071.972732508268 -14062.478488761368 -13493.247969170028 -16325.022465820315 227626.93728298612 -3352.3841471354167 21753.310989583333 132749.30492621529 116275.18110977566 12855.067901415556 22329.422375488284 -15896.111536865234 23942.475464221017 81799.804065148302 194528.02536368536 9053.4197924352502 5107.41150780923 2112.187599964459 112034.5324182581 -11807.40729722646
leaf_weight=26662 2768799 12244 56183 1159486 1037 16039 3214 242 4702 87 3678 299 93 160 36 78 45 36 39 1325 224 80 69 59 29 7401 3882 6138 54 1384
leaf_count=26662 2768799 12244 56183 1159486 1037 16039 3214 242 4702 87 3678 299 93 160 36 78 45 36 39 1325 224 80 69 59 29 7401 3882 6138 54 1384
internal_value=0 76.8077 -587.907 151.759 4294.93 582.605 1321.87 2830.54 -421.462 5910.18 -4124.29 -11257.7 7522.63 21928.8 43180.9 70210 119252 71084.9 10511.5 20502.6 40768.7 34381 44937.9 77194.5 118949 8125.82 324.045 225.014 36178.2 -448.929
internal_weight=0 1.305e+06 132238 1.17277e+06 13281 76055 60016 33354 16223 17131 11521 4425 747 448 288 195 117 81 9468 1825 500 461 381 157 88 7643 7096 7663 141 7522
internal_count=4073804 1305005 132238 1172767 13281 76055 60016 33354 16223 17131 11521 4425 747 448 288 195 117 81 9468 1825 500 461 381 157 88 7643 7096 7663 141 7522
is_linear=0
shrinkage=0.1


Tree=2192
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 1 1 1 0 4 1 0 1 7 6 3 6 3 1 1 1 7 1 6 1 6 5 4 6 1
split_gain=1.14053e+12 1.18047e+13 3.59676e+13 1.61712e+13 1.22914e+13 1.46527e+13 1.22673e+13 1.18666e+13 9.38692e+12 2.13495e+13 2.85477e+13 3.65987e+13 6.05524e+13 4.84245e+13 2.67135e+13 2.55538e+13 4.83096e+13 4.32284e+13 2.26622e+13 2.17347e+13 5.13502e+13 7.19645e+13 6.41283e+13 2.744e+13 4.2978e+13 2.70773e+13 2.73177e+13 2.67955e+13 2.44707e+13 2.17566e+13
threshold=54.94110555000001 54.943815050000005 108.05000000000001 37.374856000000008 31.005000000000006 83.007653300000015 82.958608050000009 82.956351500000011 54.86311005000001 13.500000000000002 82.948524700000021 54.916864950000011 82.981285100000022 6.0000000000000009 89.00500000000001 5.5000000000000009 98.020000000000024 11.500000000000002 82.958608050000009 37.425454150000007 38.166910000000009 6.0000000000000009 43.047633000000012 90.045000000000016 38.066230450000006 71.715000000000018 2.5000000000000004 11.500000000000002 67.91500000000002 53.252814850000007
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 -5 -1 19 -11 13 18 -12 -14 -16 17 -17 -13 25 21 23 28 -21 -25 -10 -27 29 -22 -24
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 11 12 14 -15 15 16 -18 -19 -20 20 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=25.522344578721579 33912.736337500006 -13.489637390038087 132156.23921875001 1590.122634860036 -2655.6244748952813 18717.888592303243 -14106.360296075996 27553.776794693316 -1851.9713676119127 -9984.0367793037585 92473.113047856881 -2928.7384134743434 -6970.6074773021164 12940.255700442665 -70781.676699829099 182158.09015997025 -36855.059558163877 -18426.638387784093 22136.844448166041 10124.938828964301 -35709.928594772398 79733.75287597657 8413.6606859981475 198058.18046875001 17755.579827724359 -84604.864946757283 -17337.55800487442 18323.764416261463 -140969.27076212567 660.93547788891829
leaf_weight=1254637 125 2739332 20 331 31969 324 176 376 2882 3512 92 550 1837 456 136 21 209 22 1048 3623 277 160 4206 20 39 73 349 1007 24 25971
leaf_count=1254637 125 2739332 20 331 31969 324 176 376 2882 3512 92 550 1837 456 136 21 209 22 1048 3623 277 160 4206 20 39 73 349 1007 24 25971
internal_value=0 -36.2467 -1907.12 -1987.63 -2122.9 -2441.18 9517.36 15398.2 77.239 1472.21 -3270.47 2123.73 -1340.7 26292.5 -12006.3 -35848.1 -16995.1 79533.3 13509.8 2440 3165.39 14079.6 1833.58 11226.6 78875.1 -5316.08 -28973.8 2276.97 -44102.7 1741.49
internal_weight=0 2.77265e+06 33321 33301 33176 32293 883 707 1.30115e+06 46514 7883 4371 3823 548 2225 388 252 43 1598 38631 35327 3842 31485 3682 59 3304 422 31184 301 30177
internal_count=4073804 2772653 33321 33301 33176 32293 883 707 1301151 46514 7883 4371 3823 548 2225 388 252 43 1598 38631 35327 3842 31485 3682 59 3304 422 31184 301 30177
is_linear=0
shrinkage=0.1


Tree=2193
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 0 1 6 3 6 0 3 1 1 1 0 6 6 1 1 1 7 0 0 0 1 0 6 1 4
split_gain=1.20817e+12 8.19559e+12 6.58266e+13 3.50488e+13 5.69252e+13 7.0035e+13 3.74424e+13 3.56019e+13 2.73936e+13 4.33075e+13 2.60089e+13 2.44472e+13 2.25665e+13 2.24295e+13 3.03628e+13 4.14235e+13 2.23365e+13 7.86822e+13 2.30114e+13 2.53468e+13 3.03421e+13 2.21512e+13 4.2166e+13 2.19527e+13 8.22036e+13 5.77593e+13 4.50983e+13 4.06497e+13 4.81714e+13 5.33591e+13
threshold=9.5000000000000018 47.207933300000008 47.139841100000005 8.5000000000000018 45.022979600000006 45.177967300000006 38.91194105000001 189.00000000000003 7.5000000000000009 42.005000000000003 43.6005307 1.5000000000000002 38.893394150000006 38.066230450000006 40.377616600000003 44.601833250000006 156.15000000000003 134.05000000000004 39.596303450000001 39.689978950000004 39.652459050000012 6.0000000000000009 46.323575350000006 45.082176650000008 45.085557650000005 39.018051150000005 45.055912800000009 64.805000000000021 39.038055050000004 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 6 -6 11 21 10 -10 -8 -7 -11 15 -15 17 18 -4 20 -20 23 -23 26 27 -26 -1 -25 -29 -30
right_child=-2 -3 16 4 5 12 7 -9 9 13 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=55.348904620352187 50.725025325756306 -155.65447208495922 -12845.648229290733 -265.53956324181081 18392.847394787088 8306.7041917187125 16866.367413516396 133374.40783025569 71047.074510117833 3946.4786199292112 1796.5004724795101 4924.8711281244541 -13974.882202627427 -79091.030148126389 -6461.4250021444786 -23519.876973839964 -94058.728199404766 190013.45589192709 9308.5605893673492 -1847.1154438528786 26472.845022325691 -3900.3274233017519 21662.920880471658 -9036.3763712933433 2446.6285752694407 -3691.1982643538136 5111.2312350630891 -41398.354089514061 -9574.3334472656261 172903.25537997158
leaf_weight=156214 2181312 1553627 469 34888 2912 578 1900 22 61 213 489 17550 2128 226 296 330 21 24 5466 1496 1269 22855 664 6183 34017 27912 19889 712 59 22
leaf_count=156214 2181312 1553627 469 34888 2912 578 1900 22 61 213 489 17550 2128 226 296 330 21 24 5466 1496 1269 22855 664 6183 34017 27912 19889 712 59 22
internal_value=0 -58.4664 387.121 160.275 2347.03 5979.85 7816.82 6235.2 -325.238 -13310.1 9477.02 6091.39 -9215.55 -25078 -32334.2 -46108.2 8950.47 9198.43 8699.63 9927.27 12542.6 -247.143 -3178.61 34.257 -1479 -319.749 626.358 -11770.1 -33085.3 39987.5
internal_weight=0 1.89249e+06 338865 330120 59978 25090 22384 19472 270142 1615 550 19450 2706 1065 852 556 8745 8724 8700 8231 6735 268527 23519 245008 68905 61929 176103 6976 793 81
internal_count=4073804 1892492 338865 330120 59978 25090 22384 19472 270142 1615 550 19450 2706 1065 852 556 8745 8724 8700 8231 6735 268527 23519 245008 68905 61929 176103 6976 793 81
is_linear=0
shrinkage=0.1


Tree=2194
num_leaves=31
num_cat=0
split_feature=4 5 2 2 1 6 3 6 1 6 4 3 4 1 3 0 3 6 6 6 1 6 6 0 6 3 6 3 6 5
split_gain=1.31607e+12 9.00604e+12 1.27766e+13 1.45885e+13 2.61484e+13 1.53378e+13 2.90128e+13 3.0643e+13 2.71405e+13 2.29608e+13 4.21683e+13 2.12641e+13 1.75487e+13 1.46541e+13 3.49368e+13 2.98658e+13 5.89191e+13 2.05826e+13 6.14777e+13 3.78127e+13 1.03169e+14 1.61863e+13 1.4828e+13 1.85194e+13 2.45291e+13 5.05296e+13 2.26255e+13 2.2537e+13 2.46427e+13 2.41343e+13
threshold=5.5000000000000009 3.5000000000000004 9236.5000000000018 7884.5000000000009 30.260128500000004 106.49500000000002 2.5000000000000004 130.05000000000004 30.084656550000002 92.02500000000002 4.5000000000000009 2.5000000000000004 3.5000000000000004 30.303340300000002 2.5000000000000004 59.933037250000005 1.5000000000000002 138.05000000000004 112.00500000000001 97.020000000000024 30.277905650000005 106.49500000000002 103.03500000000001 60.01610465000001 138.05000000000004 3.5000000000000004 130.05000000000004 3.5000000000000004 106.49500000000002 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 9 7 12 -8 -3 11 -11 -7 14 15 -6 21 18 19 20 -18 -17 -16 24 26 -26 27 28 -24 -29
right_child=-2 2 -4 -5 13 6 8 -9 -10 10 -12 -13 -14 -15 22 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=35.574404577987401 -35.540457249286185 17648.823771006028 5800.0862162176891 -8674.647749782147 -11572.066074973007 -98881.779726562498 -7747.7512655025248 80707.329793432204 -110988.34308810765 81333.501041666663 151979.85312499999 -40054.289667338715 32003.102715773814 1155.6186215049015 -12648.535650464795 -122039.18005952382 233266.63700000002 -2603.0707974137931 193735.94541266025 -45691.293863407263 -71449.355312500003 -2949.6243125000001 82230.141562500008 44876.431116832391 -98027.686995967757 71159.149380716466 -153402.83362165181 -120559.55008680555 -53164.815396341466 -2717.2444010416671
leaf_weight=1102205 2928705 639 5981 1551 246 20 87 59 36 27 38 31 21 33303 395 21 25 29 39 31 20 25 20 22 31 41 28 63 41 24
leaf_count=1102205 2928705 639 5981 1551 246 20 87 59 36 27 38 31 21 33303 395 21 25 29 39 31 20 25 20 22 31 41 28 63 41 24
internal_value=0 90.8983 1512.5 817.786 1234.13 17529.9 -5441.58 34561.6 -37964.5 24499.5 70099.5 16453.8 -31843.2 780.363 -10570.3 11429.3 41210 72683.8 91669.1 39292.7 97837.3 -57316.6 -24994.2 -43055.4 -50855.8 -1685.18 -70971 -55375.8 -8773.03 -88051.3
internal_weight=0 1.1451e+06 42894 36913 35362 958 223 100 123 735 96 58 41 34404 1101 436 190 144 115 76 45 46 665 270 248 72 176 148 61 87
internal_count=4073804 1145099 42894 36913 35362 958 223 100 123 735 96 58 41 34404 1101 436 190 144 115 76 45 46 665 270 248 72 176 148 61 87
is_linear=0
shrinkage=0.1


Tree=2195
num_leaves=31
num_cat=0
split_feature=4 1 6 4 1 1 1 0 6 1 0 0 0 6 5 3 2 1 1 6 6 1 0 1 1 6 6 6 6 1
split_gain=1.22868e+12 9.18233e+12 1.05569e+13 1.43974e+13 2.63319e+13 2.22229e+13 2.12026e+13 1.89128e+13 1.66759e+13 2.77393e+13 1.51276e+13 1.85125e+13 1.70207e+13 1.42868e+13 1.32205e+13 1.25874e+13 1.24871e+13 1.17166e+13 1.45075e+13 1.28657e+13 1.0434e+13 1.01779e+13 1.65439e+13 1.07336e+13 1.04676e+13 9.95236e+12 1.24483e+13 1.57811e+13 9.86989e+12 9.54373e+12
threshold=3.5000000000000004 82.825258850000026 53.705000000000005 2.5000000000000004 82.956351500000011 83.050033500000012 83.025426800000005 54.916864950000011 91.02500000000002 82.918694400000007 54.932051950000009 54.988402950000008 54.992080650000005 65.410000000000011 2.5000000000000004 1.5000000000000002 6680.0000000000009 113.48479755000001 118.02765200000002 75.605000000000004 84.00500000000001 82.962856350000024 55.071632200000003 83.002084650000015 82.961694200000011 142.05000000000004 118.04500000000002 106.49500000000002 138.05000000000004 56.805602900000004
decision_type=2 2 2 2 2 2 2 2 2 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 16 -4 8 6 7 -6 -5 -10 15 13 -13 -12 -8 -9 -3 25 19 -19 -20 22 24 -23 -14 26 27 -7 -17 -1
right_child=-2 2 3 4 5 17 14 10 9 -11 11 12 21 -15 -16 28 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=172.5175235567441 -13.623358698101052 4493.3085693524863 -752.22895962731718 -19290.638002978274 -60451.766739169034 -9901.8042461400037 7707.8013250612748 -528.60887382075475 -23506.298109019888 -157156.57482910156 13701.517466796877 74113.348247767863 -48394.809863281254 -79863.68680186171 73352.200739635126 82804.202382812509 -1401.8096080259588 19491.643867761948 5958.5575503394721 101082.50999710649 -58801.831212197583 -24348.069584311779 65143.786126077583 10678.48739048155 40048.74211956522 -64525.42681525735 61617.657812500001 -86782.000115740753 3149.1365048363095 2061.6633961867528
leaf_weight=173600 3837650 4668 6102 886 44 2401 51 53 44 24 25 35 32 47 77 60 15605 68 126 27 31 173 58 177 23 34 24 27 21 31611
leaf_count=173600 3837650 4668 6102 886 44 2401 51 53 44 24 25 35 32 47 77 60 15605 68 126 27 31 173 58 177 23 34 24 27 21 31611
internal_value=0 221.388 -1384.44 -3930.47 -8176.01 -4275.18 9588.27 3152.55 -22953.4 -70677 7127.82 20.3769 6872.83 -47375.8 47197 37361 -44.4174 -8710.67 11835.6 42680.6 -6828.53 1789.86 27883.4 -6634.64 -11409.3 -10793.4 -10048.3 -10756.7 62152.9 463.524
internal_weight=0 236154 30943 10670 4568 3614 876 748 954 68 704 570 498 72 128 134 20273 2738 252 95 157 463 113 350 55 2486 2452 2428 81 205211
internal_count=4073804 236154 30943 10670 4568 3614 876 748 954 68 704 570 498 72 128 134 20273 2738 252 95 157 463 113 350 55 2486 2452 2428 81 205211
is_linear=0
shrinkage=0.1


Tree=2196
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 4 6 4 4 4 4 6 3 5 3 4 1 1 1 4 1 3 4 7 7 3 3 4 4 6
split_gain=1.22318e+12 2.08725e+13 5.49975e+13 1.19904e+14 6.53637e+13 7.3048e+13 4.6439e+13 6.71001e+13 5.04706e+13 4.31163e+13 3.86004e+13 4.5499e+13 3.7834e+13 3.7056e+13 3.98994e+13 3.41674e+13 3.35085e+13 1.11072e+14 5.94074e+13 6.04158e+13 4.72884e+13 4.98323e+13 3.88587e+13 1.47684e+14 6.69258e+13 4.06471e+13 3.77092e+13 4.43966e+13 3.60644e+13 3.43118e+13
threshold=59.898927250000007 59.882709350000006 30.624707450000006 3338.0000000000005 30.452677500000004 23.500000000000004 59.245000000000012 23.500000000000004 26.500000000000004 28.500000000000004 24.500000000000004 77.010000000000005 19.500000000000004 3.5000000000000004 4.5000000000000009 13.500000000000002 30.330566300000005 30.389265100000003 30.438492500000006 23.500000000000004 30.303340300000002 3.5000000000000004 19.500000000000004 6.0000000000000009 6.0000000000000009 15.500000000000002 7.5000000000000009 11.500000000000002 6.5000000000000009 56.805000000000007
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 4 6 15 8 12 16 -10 11 -9 13 -8 -15 -6 20 -18 19 22 -3 -22 23 -19 -24 -26 28 -28 -23 -20
right_child=-2 2 -4 -5 5 -7 7 10 9 -11 -12 -13 -14 14 -16 -17 17 18 29 -21 21 26 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.65810382888834906 193.28654609131669 -13477.702011942285 -35252.976301854738 67078.449202656062 8457.160205152235 38209.683280390738 -15128.119977923099 -134072.12612256818 -116941.32359375 -6342.0388534330996 -19417.443261346019 -29379.519037388396 59310.795444467913 -15747.600192088003 70814.522335672824 -25153.628581483426 -41041.206548430222 -2364.3144479031034 -15267.115341246947 85377.285968243639 -8914.4551326810397 -67276.570196759261 90891.376385416661 102583.41960589823 -14939.732458689394 30105.590453314013 -44028.780532759985 23390.969407212848 50933.720286374868 30420.635323350696
leaf_weight=3755739 303050 699 534 243 1153 716 3794 102 70 71 131 70 74 106 107 410 751 450 1894 108 520 27 75 191 1042 248 119 545 585 180
leaf_count=3755739 303050 699 534 243 1153 716 3794 102 70 71 131 70 74 106 107 410 751 450 1894 108 520 27 75 191 1042 248 119 545 585 180
internal_value=0 -15.5342 -3736.52 -2574.32 -3763.08 11757.9 -6720.88 -14912.1 -1980.23 -61249.5 -60315.5 -91464.7 -11541.1 -12849.6 27736.7 -359.489 -856.079 -5627.87 722.511 12519.4 8589.97 17178.7 8596.87 28907.2 -940.778 -6279.86 27812.2 11308.2 45718.6 -11301.9
internal_weight=0 3.77075e+06 15015 14481 14238 2279 11959 4384 7575 141 303 172 4081 4007 213 1563 7434 4939 4188 2114 2495 1796 2006 641 1365 1290 1276 664 612 2074
internal_count=4073804 3770754 15015 14481 14238 2279 11959 4384 7575 141 303 172 4081 4007 213 1563 7434 4939 4188 2114 2495 1796 2006 641 1365 1290 1276 664 612 2074
is_linear=0
shrinkage=0.1


Tree=2197
num_leaves=31
num_cat=0
split_feature=4 1 1 1 4 6 4 6 0 0 7 0 0 1 0 3 2 1 0 4 0 0 6 6 5 6 6 6 5 4
split_gain=1.18513e+12 7.83339e+12 2.46031e+13 1.31715e+14 5.85222e+13 6.78812e+13 6.26207e+13 4.02303e+13 3.70074e+13 4.08265e+13 3.74986e+13 1.27693e+14 1.15972e+14 5.57114e+13 5.43208e+13 4.28521e+13 5.8999e+13 1.15e+14 1.24661e+14 2.25143e+14 5.86494e+13 1.59834e+14 8.8758e+13 4.59939e+13 8.78117e+13 9.8774e+13 4.55883e+13 4.23986e+13 5.23561e+13 4.02436e+13
threshold=9.5000000000000018 37.600779750000008 37.978059650000013 37.924401400000008 7.5000000000000009 95.045000000000016 5.5000000000000009 75.010000000000005 56.385857200000011 56.288960650000007 6.0000000000000009 55.988910100000005 56.006509350000009 37.897576350000001 55.922096200000006 2.5000000000000004 75.000000000000014 37.631035900000008 55.791814000000009 7.5000000000000009 55.759969450000007 55.775215600000003 51.015000000000008 43.405000000000008 2.5000000000000004 69.605000000000004 82.00500000000001 39.355000000000011 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 8 5 7 -7 -5 9 10 -3 13 -13 15 -15 -12 17 18 23 -20 -19 22 -22 27 -25 -26 -27 -17 -29 -23
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 16 -18 20 19 -21 21 29 -24 24 25 26 -28 28 -30 -31
leaf_value=402.76719358664303 50.239083263200968 192.31623830155522 -48.239867279649395 -9260.9137968187642 -29382.043244782195 20887.158738199869 178813.86222426471 -56133.737795217421 -22929.838930703761 42484.417476933682 -16319.091275981005 182493.67869318184 -54632.099576822919 -21008.372549188549 -148692.28912398728 -33492.956465057207 -9181.1651554967575 46983.976832765118 357220.25740489131 -33678.032888719514 34845.865437499997 4713.9113298798902 -189980.59555084747 -101748.70000765049 209466.84875 -97571.542103247557 50631.386082589284 124154.23993252842 -57068.141062500006 46918.293617394855
leaf_weight=308873 2181312 76806 1488718 5049 1959 96 34 190 738 221 3073 66 30 87 54 183 4139 678 23 41 25 593 59 217 20 51 35 44 25 365
leaf_count=308873 2181312 76806 1488718 5049 1959 96 34 190 738 221 3073 66 30 87 54 183 4139 678 23 41 25 593 59 217 20 51 35 44 25 365
internal_value=0 -57.9062 -147.757 -1708.89 -14587.7 -9189.59 62191.1 -10960.8 -631.212 -441.699 -551.227 -6373.88 108392 -7508.3 -69908.6 -6589.02 -1987.52 10634.1 -25590.1 106801 24091.8 9196.56 -123068 -40325.8 -65307.1 9295.16 -37256.4 -8306.06 58494 20793.9
internal_weight=0 1.89249e+06 1.58362e+06 94901 7328 5369 130 5239 87573 86835 86614 9808 96 9712 141 9571 6498 2359 639 64 1720 1042 84 575 323 106 86 252 69 958
internal_count=4073804 1892492 1583619 94901 7328 5369 130 5239 87573 86835 86614 9808 96 9712 141 9571 6498 2359 639 64 1720 1042 84 575 323 106 86 252 69 958
is_linear=0
shrinkage=0.1


Tree=2198
num_leaves=31
num_cat=0
split_feature=2 1 4 5 1 6 0 6 3 0 3 5 0 6 6 6 6 0 3 0 6 0 6 0 7 0 0 5 6 0
split_gain=1.24204e+12 9.47706e+12 3.05789e+13 2.3774e+13 4.46972e+13 5.31346e+13 2.64055e+13 2.21885e+13 1.93943e+13 3.01716e+13 1.77811e+13 3.43302e+13 1.98854e+13 1.90487e+13 1.83431e+13 1.80582e+13 1.65916e+13 1.53724e+13 1.44914e+13 1.43056e+13 1.40475e+13 1.38184e+13 1.37314e+13 4.57097e+13 2.68959e+13 1.34509e+13 2.76976e+13 2.70239e+13 2.32419e+13 1.27816e+13
threshold=451.00000000000006 36.865631950000008 11.500000000000002 2.5000000000000004 36.593086150000012 80.030000000000015 55.539595350000006 79.015000000000015 9.5000000000000018 55.737027400000009 4.5000000000000009 2.5000000000000004 56.309668500000008 98.020000000000024 87.395000000000024 95.045000000000016 76.605000000000004 55.710673100000008 8.5000000000000018 55.710673100000008 81.705000000000013 55.721784200000009 92.02500000000002 55.737027400000009 6.0000000000000009 56.309668500000008 55.910578700000009 1.5000000000000002 74.615000000000009 55.462387050000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 6 18 -5 -1 21 -10 13 -12 14 15 20 -9 -8 -16 -6 -20 -13 -7 -19 -24 -25 26 28 -28 -4 -15
right_child=-2 -3 3 4 5 8 16 10 9 -11 11 12 -14 29 17 -17 -18 22 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-2837.0991868009478 -24.657453853325663 186.5375167030225 6024.5126288837537 35525.362650669646 27332.155899586396 -20814.465312500004 88597.699257812506 -15680.202955163044 -4571.7598611111116 -128366.95288835799 -154384.91806250002 -56026.681589673914 51475.266526442312 83433.106901041669 -122679.38297821971 -84987.721393531989 215863.44159226189 -106340.5791015625 53350.964523437506 139813.91197076612 45162.394588694857 52864.859003906255 106889.45677734376 -160505.00617187502 1530.577455357143 -22590.826507013495 -137.91568359375 128371.26841362848 -61248.784866966394 5267.9319204131525
leaf_weight=15482 3396489 658696 1655 35 85 70 20 299 45 35 25 23 26 24 33 43 21 24 50 31 34 40 20 20 21 176 30 36 53 163
leaf_count=15482 3396489 658696 1655 35 85 70 20 299 45 35 25 23 26 24 33 43 21 24 50 31 34 40 20 20 21 176 30 36 53 163
internal_value=0 123.648 -2101.23 8479.48 29704.9 14842.8 99322 -3653.44 -21268.4 -58732.2 -20393.3 -43872.2 -30126.9 -10362.5 -42250.6 -24394.3 153783 -64752.2 56174.8 86441.7 4331.71 5978.02 -42262.9 -17051.9 -77511.2 3777.24 6393.24 69958 3936.99 15299.8
internal_weight=0 677315 18619 2382 432 356 76 16237 190 80 755 226 201 529 175 342 41 118 166 81 57 110 85 61 41 1950 1774 66 1708 187
internal_count=4073804 677315 18619 2382 432 356 76 16237 190 80 755 226 201 529 175 342 41 118 166 81 57 110 85 61 41 1950 1774 66 1708 187
is_linear=0
shrinkage=0.1


Tree=2199
num_leaves=31
num_cat=0
split_feature=2 6 4 4 0 0 5 0 6 0 1 6 0 4 3 0 1 6 6 1 1 4 5 5 5 6 4 6 1 1
split_gain=1.43435e+12 1.04421e+13 3.10717e+13 7.03269e+13 1.07984e+14 4.02912e+13 2.82612e+13 3.57864e+13 2.73854e+13 2.74844e+13 2.79249e+13 2.60558e+13 2.68468e+13 2.33919e+13 2.22078e+13 3.49387e+13 3.59476e+13 2.48776e+13 2.08341e+13 1.82503e+13 2.28596e+13 1.82089e+13 2.88004e+13 1.7884e+13 2.05258e+13 2.04249e+13 2.05369e+13 2.37077e+13 1.76175e+13 1.79241e+13
threshold=36.000000000000007 96.050000000000011 20.500000000000004 21.500000000000004 55.81943720000001 55.685785750000008 2.5000000000000004 55.834019500000004 101.02000000000002 55.660117850000006 37.46219940000001 97.020000000000024 55.554045200000012 25.500000000000004 7.5000000000000009 55.768246800000007 37.682335600000009 97.020000000000024 138.05000000000004 37.600779750000008 37.740454950000007 32.500000000000007 3.5000000000000004 5.5000000000000009 4.5000000000000009 142.05000000000004 6.5000000000000009 247.90000000000001 37.768783500000005 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -5 9 19 13 12 -3 -11 15 -12 -17 21 -13 -8 -21 22 -16 24 25 -20 -27 -28 29 -14
right_child=-2 2 3 6 -6 -7 8 -9 -10 10 14 18 28 -15 17 16 -18 -19 23 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-296.97020733074481 16.439489825395508 -37269.637350109013 -80455.394215425535 142519.41919270833 -285212.8602183949 89009.138671875 -87088.38820312501 4367.0076191406251 6702.4850236616803 12431.246457635789 80466.775245098048 9271.7862506403017 57630.277516526439 124374.95944010418 48503.556614583336 14471.95620888158 -119855.5560329861 -50130.146194608096 -97465.984837962969 34266.277644230773 -72677.427998761443 65988.383376736121 -85924.371875000012 61570.144205729164 -100870.74684555951 45064.871929824563 -106503.81831896552 -1473.1534135565701 107298.30947730655 1390.4169943820225
leaf_weight=284972 3783399 43 47 30 22 20 85 50 954 84 51 2955 156 24 30 76 27 244 27 39 41 36 34 24 34 57 29 83 42 89
leaf_count=284972 3783399 43 47 30 22 20 85 50 954 84 51 2955 156 24 30 76 27 244 27 39 41 36 34 24 34 57 29 83 42 89
internal_value=0 -214.174 4128.67 -6208.76 -92987.7 -29869 -1929.92 56174.2 -4624.6 -18640.2 -8788.28 9661.05 36418.2 37307.6 -18785 12776.5 -20740.1 -32914.2 6909.45 -54823.7 -20542.4 9092.6 -22911.3 -20573.6 -29145.1 -16702.9 -3799.91 -28668.6 47458.5 37200.3
internal_weight=0 290405 5433 1894 89 67 1805 80 1725 771 606 3539 330 108 498 154 103 344 3209 165 80 100 64 254 230 196 169 112 287 245
internal_count=4073804 290405 5433 1894 89 67 1805 80 1725 771 606 3539 330 108 498 154 103 344 3209 165 80 100 64 254 230 196 169 112 287 245
is_linear=0
shrinkage=0.1


Tree=2200
num_leaves=31
num_cat=0
split_feature=4 4 0 0 7 0 4 1 6 6 6 0 2 1 6 6 1 1 6 0 0 1 0 5 1 0 0 4 3 3
split_gain=1.21496e+12 9.61332e+12 4.20779e+13 1.86009e+14 2.51873e+14 1.07672e+14 1.25625e+14 1.1081e+14 7.13767e+13 1.11465e+14 7.94498e+13 6.96731e+13 1.17326e+14 6.05139e+13 5.68781e+13 6.29562e+13 9.32595e+13 6.87354e+13 7.08579e+13 9.77764e+13 8.93285e+13 6.36946e+13 7.17442e+13 8.78343e+13 7.30192e+13 9.95115e+13 7.77532e+13 7.46633e+13 1.00022e+14 8.5335e+13
threshold=10.500000000000002 14.500000000000002 55.840017500000009 55.850146250000009 6.0000000000000009 55.79439725000001 13.500000000000002 37.618684050000006 80.720000000000013 80.030000000000015 93.050000000000011 55.82518790000001 75.000000000000014 38.247071200000008 88.825000000000003 70.00500000000001 30.323041000000003 37.858952300000006 59.025000000000013 59.939085000000013 59.982409200000006 30.242318500000007 59.950512650000007 2.5000000000000004 30.315889700000003 59.848366150000011 59.91832440000001 11.500000000000002 5.5000000000000009 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 5 4 -4 -2 11 8 9 -8 -10 -7 -13 -6 15 17 21 18 19 -5 -21 -17 24 -24 27 -26 -27 28 -23 -30
right_child=1 -3 3 14 13 6 7 -9 10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=42.260146417026732 -978.00072222916378 56.577942205419333 3037.3288100894279 4902.8786258121645 91473.437674595087 5602.4129191293396 -34538.812651095745 -8745.7612399551854 -128361.85213428712 191644.26166548298 13014.810170990568 -76086.839078884193 -210.27429560012939 -8720.4242996443554 7281.0411607696778 -2293.4076777709961 -1789.9401345884942 -2432.2288257175951 9512.2562881433278 -15373.670246184694 -441.45072141642004 -39059.059001415691 -76141.745875040695 -23797.427972262514 -129468.85226562501 110467.27582187799 -23313.820432692308 -37966.796837034191 240667.05028545676 42582.89561795113
leaf_weight=2547999 161944 1214233 1061 29538 601 4060 2262 2889 159 22 53 301 631 67 10806 1500 13843 43757 12349 5164 17870 149 528 816 30 131 65 817 26 133
leaf_count=2547999 161944 1214233 1061 29538 601 4060 2262 2889 159 22 53 301 631 67 10806 1500 13843 43757 12349 5164 17870 149 528 816 30 131 65 817 26 133
internal_value=0 -70.5718 -566.089 726.671 33322.1 -1610.76 -11485.6 -22079.3 -37512.2 -32360.2 -93017.7 -57.8977 -24715.5 81424.1 316.864 -277.022 -5748.19 631.063 2695.73 1094.55 -3789.11 -18809.9 -28002.8 -44361.3 -11729.1 40140.5 66101.1 -22149.2 19808.7 74974
internal_weight=0 1.5258e+06 311572 139251 1729 172321 10377 5385 2496 2284 212 4992 932 668 137522 126716 18038 108678 64921 52572 23034 4195 2695 1344 1351 226 196 1125 308 159
internal_count=4073804 1525805 311572 139251 1729 172321 10377 5385 2496 2284 212 4992 932 668 137522 126716 18038 108678 64921 52572 23034 4195 2695 1344 1351 226 196 1125 308 159
is_linear=0
shrinkage=0.1


Tree=2201
num_leaves=31
num_cat=0
split_feature=6 1 6 4 1 4 3 1 3 3 1 4 0 0 6 1 0 0 4 4 6 3 4 3 0 0 4 6 3 5
split_gain=1.35239e+12 7.29132e+12 1.97405e+13 4.85953e+13 3.86626e+13 3.46954e+13 3.19565e+13 3.2673e+13 2.36036e+13 2.31776e+13 2.19972e+13 1.94328e+13 1.93237e+13 5.58444e+13 1.74896e+13 4.15384e+13 2.51191e+13 6.28813e+13 6.63045e+13 3.87272e+13 3.52016e+13 3.55324e+13 3.47948e+13 3.06455e+13 3.05215e+13 3.8466e+13 3.86946e+13 3.04992e+13 2.68107e+13 2.65314e+13
threshold=88.00500000000001 37.897576350000001 89.00500000000001 16.500000000000004 49.095306150000006 24.500000000000004 1.5000000000000002 94.478249850000012 17.500000000000004 7.5000000000000009 82.92647190000001 25.500000000000004 45.036141150000006 45.053967500000006 89.00500000000001 37.873748150000004 55.897267000000006 55.858844800000007 16.500000000000004 13.500000000000002 88.825000000000003 21.500000000000004 11.500000000000002 19.500000000000004 55.579943700000008 55.710673100000008 23.500000000000004 88.825000000000003 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 14 3 6 9 8 7 -3 -6 -5 -7 -12 -11 -14 15 16 17 18 19 22 21 23 -2 -19 -20 -26 27 -27 -22 -18
right_child=1 2 -4 4 5 10 -8 -9 -10 12 11 -13 13 -15 -16 -17 29 20 24 -21 28 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=14.082803393198265 3245.2409452865195 6844.388059015494 -373.25652032686736 14410.916872408759 27229.152966032954 -13737.80374243508 -14283.892921082428 128871.44962423574 89292.138476562512 -64904.081686580881 9352.6411144438243 107139.10270833335 114426.57890625001 -22482.399688212077 215.48287783330102 -124378.3599182129 -13410.190836405665 -17005.794684600831 -6434.7649268696332 -24778.286325922229 3241.8392843191964 -133473.4921875 74818.859888980267 78151.430608974362 78303.091347744237 76977.383130466624 -28235.484493798329 -34783.714112903224 -97135.37625457489 20511.45064350557
leaf_weight=3844148 639 477 154442 277 620 355 4206 23 68 85 63 30 32 432 64258 24 267 256 131 532 35 23 76 39 222 115 97 31 111 1690
leaf_count=3844148 639 477 154442 277 620 355 4206 23 68 85 63 30 32 432 64258 24 267 256 131 532 35 23 76 39 222 115 97 31 111 1690
internal_value=0 -235.728 -603.259 -5930.5 7290.85 19260.9 -11442.7 12457.6 33363.3 -9171.63 -2396.27 40896.7 -21070.3 -13040.4 628.114 6811.62 7550.02 480.909 8764.78 -4348.12 -32422.5 -13759.3 10853.1 -4425.69 36200.7 48211.9 20721.2 53247.3 -73072.3 15883.4
internal_weight=0 229656 161110 6668 1962 1136 4706 500 688 826 448 93 549 464 68546 4288 4264 2307 1843 1247 464 318 715 295 596 465 243 146 146 1957
internal_count=4073804 229656 161110 6668 1962 1136 4706 500 688 826 448 93 549 464 68546 4288 4264 2307 1843 1247 464 318 715 295 596 465 243 146 146 1957
is_linear=0
shrinkage=0.1


Tree=2202
num_leaves=31
num_cat=0
split_feature=1 1 6 0 7 6 4 6 0 6 4 4 5 4 7 0 4 0 4 6 0 4 5 6 6 0 4 5 3 6
split_gain=1.35175e+12 8.45465e+12 2.53784e+13 2.55675e+13 2.39449e+14 1.55867e+14 1.2631e+14 7.07106e+13 2.21173e+14 6.72744e+13 6.03789e+13 1.16718e+14 8.22365e+13 6.013e+13 5.6916e+13 1.65107e+14 1.01491e+14 1.43249e+14 1.12496e+14 1.09682e+14 1.07005e+14 1.06682e+14 1.28078e+14 9.89767e+13 8.99573e+13 8.43894e+13 8.2801e+13 7.14439e+13 6.99144e+13 6.60638e+13
threshold=30.226173900000003 30.260128500000004 156.15000000000003 59.950512650000007 6.0000000000000009 69.015000000000015 13.500000000000002 82.905000000000015 59.91832440000001 103.03500000000001 19.500000000000004 12.500000000000002 2.5000000000000004 7.5000000000000009 6.0000000000000009 59.963561900000009 10.500000000000002 59.990753350000013 11.500000000000002 85.020000000000024 59.963561900000009 12.500000000000002 2.5000000000000004 66.50500000000001 92.02500000000002 60.01610465000001 9.5000000000000018 2.5000000000000004 2.5000000000000004 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 11 12 -6 -11 15 -5 20 18 19 23 26 22 -19 -18 -24 -17 27 -16 -22 -23
right_child=1 -3 -4 9 10 6 7 -9 -10 13 -12 -13 -14 -15 16 25 17 21 -20 -21 28 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-359.26005828157258 6123.990914280922 -3.8478330819658946 -95273.07545753762 -44902.151097146911 -39541.506067079805 25283.602016127741 -6381.0882320780147 126254.52456261586 321843.04544270836 104159.38153645833 8285.1659594726571 -100695.8010363223 46936.133638599538 -41259.468674719574 40915.641790069691 12885.491247470774 -97115.188125000001 17651.997652953676 -9248.7576936475871 118359.4982142857 -109433.66539652122 3733.3157564830926 176000.13855868252 -317077.54673913046 49257.096296037955 -6706.2315674105557 177672.79954044119 205612.82392241381 21491.391898117497 -31363.285597581133
leaf_weight=102107 4859 3940012 27 916 593 1064 142 236 24 30 280 268 135 545 287 3197 185 1722 349 21 53 8601 88 23 154 7040 68 29 177 572
leaf_count=102107 4859 3940012 27 916 593 1064 142 236 24 30 280 268 135 545 287 3197 185 1722 349 21 53 8601 88 23 154 7040 68 29 177 572
internal_value=0 9.23609 1636.21 1718.87 6774.64 14746.6 43326 91080.1 41073 121.453 -32741.7 -44275.3 -23505.1 -33672.4 948.957 -4227.32 5631.5 3554.37 -44985.1 -99447.8 45262.7 6073.52 27225.2 -121438 95345.5 -587.765 77571.1 56030.3 -8678.3 1544.8
internal_weight=0 3.9717e+06 31685 31658 7601 6325 1466 402 166 24057 1276 996 728 575 23482 11153 12329 11715 578 229 614 11137 1964 208 242 10237 384 316 230 9173
internal_count=4073804 3971697 31685 31658 7601 6325 1466 402 166 24057 1276 996 728 575 23482 11153 12329 11715 578 229 614 11137 1964 208 242 10237 384 316 230 9173
is_linear=0
shrinkage=0.1


Tree=2203
num_leaves=31
num_cat=0
split_feature=0 5 6 1 6 6 6 6 0 4 6 6 3 6 4 6 6 6 4 5 6 3 4 6 1 1 6 4 4 5
split_gain=1.29548e+12 1.17431e+13 1.64456e+13 1.26063e+13 1.2132e+13 1.48259e+13 2.43648e+13 1.7684e+13 1.20415e+13 2.43629e+13 2.05185e+13 1.17594e+13 1.58786e+13 1.04887e+13 1.03333e+13 1.4483e+13 1.02537e+13 1.01034e+13 1.7412e+13 1.25736e+13 1.59325e+13 1.14856e+13 9.93099e+12 1.03387e+13 1.01294e+13 9.52368e+12 8.95107e+12 2.82737e+13 4.83994e+13 3.66746e+13
threshold=43.051287600000009 1.5000000000000002 49.895000000000003 44.628646350000004 42.005000000000003 71.030000000000015 79.015000000000015 81.02500000000002 42.965693300000005 10.500000000000002 65.410000000000011 70.50500000000001 4.5000000000000009 74.015000000000015 3.5000000000000004 52.990000000000002 15.450000000000001 50.995000000000012 8.5000000000000018 2.5000000000000004 59.815000000000005 1.5000000000000002 6.5000000000000009 110.01500000000001 45.71452080000001 47.800771000000005 156.15000000000003 4.5000000000000009 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 16 -3 -5 8 13 -8 17 11 -11 14 -13 -7 15 -10 -1 18 21 -19 -21 -6 -4 24 -24 26 -9 -28 -29 -30
right_child=-2 3 22 4 5 6 7 25 9 10 -12 12 -14 -15 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=65851.055957031756 -4.9402822902695513 -14500.551320476656 -21162.843492680302 -11587.721995985245 26884.415612592853 -52.160729011582454 16183.933755711394 1376.344660962016 -755.10241250797196 44054.358345333261 222.45475467754778 93011.737120225705 -7395.5384207589295 -12189.062197623309 4464.0911189871149 41144.957449405752 331.12087412922773 -3650.4948192842298 34798.266853698995 -18781.888263999346 15112.338307223519 -826.03046025799017 26767.677418550535 -77562.794863281248 -6805.8407895200698 -10864.440618295304 72886.655538313367 -28167.526658547689 69635.039581345423 -39764.371386718754
leaf_weight=24 4042776 467 540 630 183 1141 881 7190 147 334 157 36 28 1894 3937 188 5005 3010 229 167 818 819 94 20 2043 599 73 203 131 40
leaf_count=24 4042776 467 540 630 183 1141 881 7190 147 334 157 36 28 1894 3937 188 5005 3010 229 167 818 819 94 20 2043 599 73 203 131 40
internal_value=0 643.692 -2734.88 1763.89 2096.51 2484.76 134.537 2718.05 5325.7 8926.83 30038.9 6536.15 49083.6 -7626.23 5898.73 22759 643.803 1999.51 9920.5 -441.22 9365.8 4234.86 -9034.99 -5998.81 -5329.05 1277.62 2229.97 15960.5 4849.22 44044.5
internal_weight=0 31028 7726 23302 22835 22205 12152 9117 10053 4827 491 4336 64 3035 4272 335 5029 5226 1231 3995 985 1002 2697 2157 2137 8236 7637 447 374 171
internal_count=4073804 31028 7726 23302 22835 22205 12152 9117 10053 4827 491 4336 64 3035 4272 335 5029 5226 1231 3995 985 1002 2697 2157 2137 8236 7637 447 374 171
is_linear=0
shrinkage=0.1


Tree=2204
num_leaves=31
num_cat=0
split_feature=0 7 0 0 1 4 6 0 1 6 6 6 1 0 1 1 5 0 1 6 3 6 5 6 2 0 6 1 4 6
split_gain=1.28263e+12 1.90014e+13 3.49179e+13 5.37288e+13 9.06231e+13 4.77247e+13 4.59575e+13 4.17988e+13 3.73957e+13 4.41032e+13 4.43079e+13 3.40893e+13 3.27282e+13 3.09543e+13 1.49865e+14 4.72229e+13 4.41804e+13 3.48791e+13 1.41436e+14 8.17651e+13 5.5891e+13 5.92107e+13 5.49996e+13 5.2971e+13 4.80475e+13 4.7615e+13 1.26323e+14 6.46435e+13 3.90938e+13 6.25641e+13
threshold=56.888401950000009 6.0000000000000009 56.986919400000012 57.125462300000009 65.64204770000002 25.500000000000004 120.05000000000001 57.14107305000001 65.574968200000015 92.02500000000002 104.01000000000001 51.805000000000007 65.493200550000012 57.57007620000001 53.187400150000009 103.8879505 1.5000000000000002 57.670849000000011 39.908802000000009 63.855000000000011 13.500000000000002 77.565000000000012 1.5000000000000002 116.05000000000001 2632.5000000000005 57.634352600000007 149.05000000000004 39.873894000000007 4.5000000000000009 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 8 -5 12 -10 -11 -6 -4 14 16 -16 -2 18 19 -15 23 -22 -21 -20 -19 -24 27 -27 -29 -30
right_child=1 2 3 7 11 -7 -8 -9 9 10 -12 -13 -14 17 15 -17 -18 24 20 22 21 -23 25 -25 -26 26 -28 28 29 -31
leaf_value=26.217310748753775 -4644.5225763886519 -13152.211301316112 16881.176527188087 -15598.558574748564 -3374.6757750379243 28623.245768339515 -62058.158645907315 -922.24192644950767 24435.715588863313 223031.76610054346 30710.438132812502 -40045.494439649206 3332.0959652842621 5660.468851208384 -152.25285391748363 -110208.7579727564 -19113.835053862345 -3350.9323296068574 -3507.7704918748577 -42972.215337371832 -18631.910853515623 -147062.44824829101 18263.695273417394 -61866.917498392999 759.37476356131629 16196.158120516411 293642.28520019533 24939.945477175246 149593.55581483006 36620.196646756907
leaf_weight=3343812 3406 3746 2810 1959 506 295 88 206271 882 23 25 508 4877 13917 117769 39 5547 31198 9958 128 100 56 3278 158 321649 477 20 102 114 86
leaf_count=3343812 3406 3746 2810 1959 506 295 88 206271 882 23 25 508 4877 13917 117769 39 5547 31198 9958 128 100 56 3278 158 321649 477 20 102 114 86
internal_value=0 -120.091 -891.882 -721.107 6546.43 -10102.5 9842.09 -1060.31 10576.4 29515.9 122864 -21746.2 8284.99 217.171 -1136.57 -188.687 -13609.3 667.283 4039.09 9352.72 -5335.28 -64735.2 21572.7 -4419.27 395.95 23599.1 45488.5 39117.4 75320.8 101015
internal_weight=0 729992 221990 217949 9719 4041 8705 208230 8617 930 48 1014 7687 508002 126761 117808 8953 381241 28394 18122 10272 156 4205 10116 352847 4077 799 779 302 200
internal_count=4073804 729992 221990 217949 9719 4041 8705 208230 8617 930 48 1014 7687 508002 126761 117808 8953 381241 28394 18122 10272 156 4205 10116 352847 4077 799 779 302 200
is_linear=0
shrinkage=0.1


Tree=2205
num_leaves=31
num_cat=0
split_feature=6 2 1 1 6 6 0 0 3 3 3 4 0 1 0 6 1 4 2 4 7 0 0 4 1 6 6 1 4 6
split_gain=1.31805e+12 6.92292e+12 1.75545e+13 3.93609e+13 2.63678e+13 5.90624e+13 3.82138e+13 7.66827e+13 5.08859e+13 7.36318e+13 2.84096e+13 2.70107e+13 2.62911e+13 5.2979e+13 4.33147e+13 4.14702e+13 3.94245e+13 4.08532e+13 3.36701e+13 3.34854e+13 3.21094e+13 5.03112e+13 4.82289e+13 6.69511e+13 6.52092e+13 5.16274e+13 3.43544e+13 2.9986e+13 3.4247e+13 6.82527e+13
threshold=88.00500000000001 3999.0000000000005 60.620042600000012 60.605526900000008 110.01500000000001 120.05000000000001 56.838524800000009 56.818587550000011 2.5000000000000004 11.500000000000002 21.500000000000004 9.5000000000000018 56.782540950000005 60.770858000000011 56.520242650000007 90.045000000000016 60.66055595000001 4.5000000000000009 10180.500000000002 5.5000000000000009 6.0000000000000009 56.83050475000001 56.802121050000004 29.500000000000004 60.636764050000004 168.45000000000002 114.05000000000001 60.66055595000001 23.500000000000004 128.05000000000004
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 -3 6 -6 7 11 -9 -10 -8 -5 13 16 18 -14 -4 -18 -15 -19 21 22 24 25 26 -24 -17 28 29 -22
right_child=1 2 12 4 5 -7 10 8 9 -11 -12 -13 15 14 -16 20 17 19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=13.902893498178301 -623.93804485380952 1517.6380742726853 -76317.983203124997 -64900.253295898438 -40087.056126453492 25719.713806495973 -7611.1345577012635 248135.18678977271 44551.593414747098 243560.92248641304 88807.138272633281 30641.079729743164 24256.691902388651 -269.59193582655666 -48085.383258928574 18771.087253214519 -60940.460156250003 140510.41508118875 49757.093865740746 48427.803106305808 17944.725686159796 -4886.2800916507467 -68687.500820259433 4470.9587181513034 -43202.452313616071 61684.695507812503 126806.65717147436 -39343.870962611611 -7619.615558285921 153223.27587425595
leaf_weight=3844148 152319 32177 25 32 215 373 302 22 97 23 34 393 348 39211 189 120 27 51 135 175 333 1370 598 199 175 32 39 140 460 42
leaf_count=3844148 152319 32177 25 32 215 373 302 22 97 23 34 393 348 39211 189 120 27 51 135 175 333 1370 598 199 175 32 39 140 460 42
internal_value=0 -232.717 537.813 2253.66 18137.6 1657.71 28868.7 44704.6 108327 82695 2145.48 23447.4 -785.073 -21.4589 -327.353 -8669.35 43480.4 55318.2 -97.9455 69207.5 -11935.7 -17871.4 -33167.6 -46093.5 -1085.15 -62065.4 45270.4 3484.93 10665.8 33095.9
internal_weight=0 229656 77337 33668 1491 588 903 567 142 120 336 425 43669 39813 39535 3856 278 253 39346 226 3508 2533 1163 829 334 630 159 975 835 375
internal_count=4073804 229656 77337 33668 1491 588 903 567 142 120 336 425 43669 39813 39535 3856 278 253 39346 226 3508 2533 1163 829 334 630 159 975 835 375
is_linear=0
shrinkage=0.1


Tree=2206
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 6 5 4 6 7 4 0 4 4 4 7 6 6 4 0 0 7 6 4 4 6 6 0 4
split_gain=1.22168e+12 7.60271e+12 2.90313e+13 1.03896e+14 4.70628e+13 3.93535e+13 7.2341e+13 5.02905e+13 9.10048e+13 8.15837e+13 4.83017e+13 3.58695e+13 1.75473e+14 8.29234e+13 7.5084e+13 3.41458e+13 4.44946e+13 3.2293e+13 3.06773e+13 2.97196e+13 4.83043e+13 5.85003e+13 6.65066e+13 4.93603e+13 4.63127e+13 1.22184e+14 7.15954e+13 4.5119e+13 4.68679e+13 4.55532e+13
threshold=30.226173900000003 30.205407000000005 60.028671700000011 60.01610465000001 87.015000000000015 91.02500000000002 98.020000000000024 3.5000000000000004 24.500000000000004 114.05000000000001 6.0000000000000009 18.500000000000004 60.034792100000011 12.500000000000002 11.500000000000002 15.500000000000002 6.0000000000000009 63.855000000000011 56.205000000000005 20.500000000000004 60.002985000000002 59.963561900000009 6.0000000000000009 63.140000000000008 12.500000000000002 13.500000000000002 91.02500000000002 76.00500000000001 59.848366150000011 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 19 -5 11 10 8 -8 -9 -7 12 13 14 -4 16 -14 -18 -16 20 21 22 27 -22 -23 -26 -27 28 -3 -30
right_child=-2 2 5 4 -6 6 7 9 -10 -11 -12 -13 15 -15 18 -17 17 -19 -20 -21 23 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=57.339674783289666 8.7804839805431865 6396.3577287771404 72710.227734375003 -28290.756282681745 -94408.699018673797 189494.04160610467 5489.9870480268437 -156645.50380608975 211002.895625 91771.019726562503 42071.79403872283 -2604.5718233821158 9688.1372605482284 -10149.486027644232 179443.83363486844 33387.828926149137 -24028.621673621205 -126412.57265625001 325768.47730978264 9516.5984697328513 -11240.24620535332 -9006.9945339045771 -48263.627955487231 -56627.573684645438 77749.681286316874 16745.518300543674 -67449.080520945587 21829.266729431678 -21724.186834965862 26275.95579237568
leaf_weight=84130 3971697 1370 54 863 123 43 156 39 25 20 46 5824 686 39 38 292 328 34 23 1708 912 607 370 325 321 781 116 581 2034 219
leaf_count=84130 3971697 1370 54 863 123 43 156 39 25 20 46 5824 686 39 38 292 328 34 23 1708 912 607 370 325 321 781 116 581 2034 219
internal_value=0 -341.538 -2208.23 -5665.79 -36538.7 2462.43 36295.8 7740.65 33875.7 -72436.5 113298 941.368 14764.4 115858 158590 3146.19 -5279.92 -33644.8 234615 -2408.01 -5075.27 -1578.33 -7617.9 -23165 13558.7 24804.4 5857.48 -4040.62 -8189.22 -17058.4
internal_weight=0 102107 17977 10330 986 7647 329 240 181 59 89 7318 1494 154 115 1340 1048 362 61 9344 7636 6399 4574 1237 1825 1218 897 4204 3623 2253
internal_count=4073804 102107 17977 10330 986 7647 329 240 181 59 89 7318 1494 154 115 1340 1048 362 61 9344 7636 6399 4574 1237 1825 1218 897 4204 3623 2253
is_linear=0
shrinkage=0.1


Tree=2207
num_leaves=31
num_cat=0
split_feature=4 3 7 0 6 0 0 1 1 1 3 4 6 3 2 2 5 1 1 1 1 1 5 6 6 7 5 1 0 4
split_gain=1.2127e+12 7.43175e+12 1.76845e+13 1.40612e+13 1.39405e+13 1.71731e+13 1.35852e+13 1.46773e+13 1.41803e+13 1.37421e+13 1.31217e+13 2.40152e+13 2.40849e+13 2.71944e+13 3.63982e+13 3.14277e+13 5.2956e+13 3.88465e+13 4.18875e+13 2.55697e+13 2.85109e+13 7.46878e+13 4.77093e+13 4.40423e+13 6.69278e+13 6.27505e+13 1.12296e+14 4.2111e+13 3.41308e+13 4.37223e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 43.472751400000007 93.050000000000011 59.864072000000007 57.125462300000009 91.292296250000007 49.095306150000006 60.636764050000004 6.5000000000000009 7.5000000000000009 79.015000000000015 7.5000000000000009 10876.500000000002 9651.0000000000018 3.5000000000000004 82.895858600000011 82.973036600000015 103.8879505 39.008519500000006 37.978059650000013 1.5000000000000002 122.65000000000002 108.05000000000001 6.0000000000000009 3.5000000000000004 37.343102500000008 45.07004340000001 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 8 -6 -10 -1 -12 -13 14 -14 19 17 -17 -19 20 21 22 -15 24 -24 26 -26 -25 29 -23
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 11 12 13 15 -16 16 -18 18 -20 -21 -22 28 23 27 25 -27 -28 -29 -30 -31
leaf_value=-100.08174038683971 50.819980613259489 -1653.6063374676723 -27077.438040973473 4027.0293430841625 16772.686736034295 112929.47411221592 -58319.803749999999 -48803.325781250001 142070.54702380951 42593.962519054883 -5336.0386804819154 771.99877790809603 11698.815495904433 124796.18514322916 -44432.842100499045 -8981.0025034586597 -7899.2542333846059 98809.941545317459 21162.492403288812 76325.795884146341 -8912.1733298972813 16115.194396551726 -4312.8703511892672 -87244.315232497 -10315.962500000001 -15445.669303385417 230480.8066666667 49028.170157596986 29594.817205921521 168844.23657871463
leaf_weight=1686831 2181312 56854 139 5054 113 22 20 22 21 41 5927 126306 5501 30 118 96 353 158 124 41 2997 29 1269 104 34 51 45 29 110 53
leaf_count=1686831 2181312 56854 139 5054 113 22 20 22 21 41 5927 126306 5501 30 118 96 353 158 124 41 2997 29 1269 104 34 51 45 29 110 53
internal_value=0 -58.5758 -1132.77 4318.55 5143.04 28742.8 20207.7 28180.1 37858 76287.6 -22.0185 896.408 1165.16 5622.07 10520 638.968 19952.8 45962.8 64667.1 -2307.28 -2985.86 7140.22 -94.4778 -2540.12 2687.73 71024.3 126847 -57530.8 65997.5 114830
internal_weight=0 1.89249e+06 62286 5432 5293 239 217 197 175 62 1.83021e+06 143375 137448 11142 5619 5523 731 378 282 4792 4751 1754 1562 1532 1399 130 79 133 192 82
internal_count=4073804 1892492 62286 5432 5293 239 217 197 175 62 1830206 143375 137448 11142 5619 5523 731 378 282 4792 4751 1754 1562 1532 1399 130 79 133 192 82
is_linear=0
shrinkage=0.1


Tree=2208
num_leaves=31
num_cat=0
split_feature=6 6 2 1 3 0 0 1 2 6 1 1 0 0 3 4 0 0 4 0 1 4 0 0 0 0 4 0 4 4
split_gain=1.24872e+12 6.63025e+12 3.56459e+13 8.00013e+13 6.54662e+13 5.14e+13 5.85096e+13 7.1687e+13 4.01772e+13 6.2588e+13 1.12158e+14 6.73691e+13 4.18662e+13 5.70531e+13 5.14992e+13 3.73592e+13 3.49562e+13 3.78841e+13 4.06088e+13 3.39575e+13 3.38777e+13 3.31333e+13 3.2644e+13 1.29547e+14 3.22715e+13 8.06659e+13 3.98811e+13 3.05007e+13 3.06548e+13 1.65413e+14
threshold=88.00500000000001 86.030000000000015 7884.5000000000009 37.631035900000008 3.5000000000000004 55.633951400000008 55.568628050000008 37.563506350000004 75.000000000000014 86.920000000000016 37.517483500000004 37.46219940000001 55.702806750000008 55.81943720000001 12.500000000000002 21.500000000000004 57.14107305000001 56.872182500000008 16.500000000000004 55.737027400000009 37.343102500000008 29.500000000000004 55.768246800000007 55.728148450000006 43.550475500000012 43.6005307 4.5000000000000009 57.634352600000007 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 4 21 6 20 -8 9 11 12 -7 14 -14 15 -11 17 24 -19 -10 -6 -3 23 -12 26 -26 -5 28 29 -18
right_child=-2 2 -4 16 5 8 7 -9 19 10 22 -13 13 -15 -16 -17 27 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.5094174802197946 -226.51281882351054 12401.121925797277 -517.44290388040497 -109907.84832589288 9991.2610115988209 -67300.308764272835 24033.702539672853 158512.94545454546 31887.459927200485 -97608.202318548399 -16220.270244565218 19615.699164935908 113512.61037427327 -26767.867191889047 -173920.08056955645 53141.321261160716 12377.243705985915 -21371.816373112226 32756.966176641559 -12485.747301134257 -31540.616985535555 -84335.424392361121 -96201.982044187374 -336519.90223214286 91034.808241864666 8946.24081298069 -7793.7079808885801 7820.6739135940998 25296.367102379434 210411.4800651042
leaf_weight=3772944 229656 2148 49390 42 456 130 400 44 182 31 23 284 43 89 31 35 142 792 168 3291 345 36 117 28 121 11214 428 614 520 60
leaf_count=3772944 229656 2148 49390 42 456 130 400 44 182 31 23 284 43 89 31 35 142 792 168 3291 345 36 117 28 121 11214 428 614 520 60
internal_value=0 13.5323 969.522 4336.22 -3852.09 -9642.37 8243.01 37360.5 -14840.2 -34880.6 -63249.3 -7676.77 -17723.7 18929.6 -67602.4 -17665.3 8815.08 7204.33 -11899.3 -10160.4 -7897 10806.6 -125305 -192071 8757.86 9822.53 -16918.8 24205.3 38139 71199.3
internal_weight=0 3.84415e+06 71204 21814 7713 5529 1245 444 4284 811 397 414 229 132 97 66 14101 12765 960 3473 801 2184 168 51 11805 11335 470 1336 722 202
internal_count=4073804 3844148 71204 21814 7713 5529 1245 444 4284 811 397 414 229 132 97 66 14101 12765 960 3473 801 2184 168 51 11805 11335 470 1336 722 202
is_linear=0
shrinkage=0.1


Tree=2209
num_leaves=31
num_cat=0
split_feature=4 1 1 6 0 0 0 6 6 6 0 4 3 5 2 1 1 1 6 0 0 1 6 0 0 6 2 0 6 0
split_gain=1.23895e+12 8.44325e+12 3.21864e+13 2.10994e+13 3.06452e+13 2.47442e+13 4.73441e+13 2.42269e+13 5.24196e+13 2.27675e+13 2.18561e+13 1.96782e+13 1.96206e+13 1.92617e+13 2.52273e+13 1.891e+13 1.66968e+13 4.01522e+13 3.04976e+13 2.64655e+13 2.1248e+13 6.64243e+13 2.43404e+13 2.18499e+13 2.0563e+13 4.28833e+13 2.06794e+13 1.96582e+13 2.06743e+13 1.9603e+13
threshold=3.5000000000000004 43.862029600000007 47.386825600000002 48.810000000000009 56.342669500000007 56.288960650000007 54.604289300000012 138.05000000000004 110.01500000000001 149.05000000000004 56.067362750000008 2.5000000000000004 1.5000000000000002 4.5000000000000009 5209.5000000000009 44.064675150000006 38.657016300000002 38.927872750000006 71.715000000000018 56.067362750000008 55.418618900000006 42.186961750000002 44.410000000000004 55.303261650000003 44.895258050000002 84.810000000000016 3191.5000000000005 54.188398350000007 32.005000000000003 56.262014700000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 13 8 15 -9 11 -8 -10 -5 -15 -7 -1 18 -18 20 23 -22 -23 27 25 -20 -26 28 -19 -21
right_child=-2 2 -4 4 -6 7 10 9 12 -11 -12 -13 -14 14 -16 -17 17 19 24 29 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-754.49836659285847 -13.680158585050757 -1903.5772471099558 115.35056884509275 -4238.270380207674 -39249.945946381551 11195.147543519297 -23480.285245354971 -84744.362379807688 33349.186601562506 22462.0537109375 -14985.846426533073 -60165.90811993635 160390.59622290827 135382.80506114132 -12728.010682744565 -43400.225491719852 6083.6757880173463 -3933.2413835522743 149319.23973067434 13614.012622972788 -492.51447215907621 -17459.477040395159 -65857.070091172514 11701.670712069328 14104.650578937937 -7798.9604858398443 56056.444892959058 -13629.835111155066 1183.9195401555014 3224.1103249593184
leaf_weight=44583 3837650 5588 102834 1727 359 596 288 52 20 32 604 297 31 23 23 71 7544 9638 38 2198 1510 181 244 1642 705 32 141 1039 43667 10447
leaf_count=44583 3837650 5588 102834 1727 359 596 288 52 20 32 604 297 31 23 23 71 7544 9638 38 2198 1510 181 244 1642 705 32 141 1039 43667 10447
internal_value=0 222.311 -404.331 -5907.46 -11334 -8671.47 -12890.4 6910.3 12855.1 -43903.8 -28328.9 -42105.3 110570 -2537.19 61327.4 5383.65 792.863 1665.82 8175.83 885.345 -19.5198 -10322 -45245.4 336.555 25406.4 77493.8 21096.6 -6.84095 258.693 5030.12
internal_weight=0 236154 112545 9711 4123 3764 2962 802 718 84 1189 585 51 1773 46 667 123609 79026 8460 70566 57921 1935 425 55986 916 70 846 54344 53305 12645
internal_count=4073804 236154 112545 9711 4123 3764 2962 802 718 84 1189 585 51 1773 46 667 123609 79026 8460 70566 57921 1935 425 55986 916 70 846 54344 53305 12645
is_linear=0
shrinkage=0.1


Tree=2210
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 6 6 0 4 6 5 4 1 0 4 3 7 2 5 6 1 5 1 1 1 5 0 0 4 6
split_gain=1.27372e+12 5.05439e+12 4.34419e+12 6.30911e+12 1.48805e+13 1.49532e+13 1.46196e+13 5.29252e+12 4.7007e+12 4.23893e+12 9.65773e+12 6.87247e+12 5.69081e+12 1.64319e+13 1.30419e+13 2.60653e+13 6.30523e+12 1.05425e+13 1.60054e+13 1.43224e+13 1.26996e+13 1.16376e+13 1.16227e+13 1.11252e+13 9.72137e+12 1.25913e+13 9.64051e+12 1.3384e+13 9.62083e+12 9.31813e+12
threshold=27.215000000000003 30.323041000000003 30.277905650000005 59.91832440000001 5.5000000000000009 24.030000000000005 21.020000000000003 59.848366150000011 5.5000000000000009 26.495000000000001 2.5000000000000004 28.500000000000004 30.362494150000003 59.905532300000012 12.500000000000002 3.5000000000000004 6.0000000000000009 5209.5000000000009 4.5000000000000009 19.050000000000004 49.030112300000006 4.5000000000000009 48.411058050000008 49.230435000000007 82.825258850000026 2.5000000000000004 57.978821400000008 56.802121050000004 13.500000000000002 24.030000000000005
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 -1 6 5 -5 -4 -8 -9 12 11 -11 13 -3 15 -15 17 18 20 -20 22 24 -14 28 25 -19 27 -27 -22 -26
right_child=-2 9 3 4 -6 -7 7 8 -10 10 -12 -13 16 14 -16 -17 -18 21 19 -21 23 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-2758.3861720332679 -8.1733819989298073 -24301.258352864585 -100362.07106370194 648.11960937499998 -26163.71281286169 106548.6465625 23826.305375 6546.1372537364132 -49240.288679712474 2392.7895404299702 -63768.049147727274 43418.486223323176 -177.10309526118436 16912.350432751227 -13017.497457978221 132048.23859863283 1869.4682881358203 5500.2058870401816 -20136.427079133064 -114052.68277698866 -10900.461659413515 76396.872023809527 14109.027409596536 -2268.2805662096212 -2654.1347002508905 -21349.826051608685 -64771.004679391044 31735.119909274195 30338.682287176722 5512.0246759144538
leaf_weight=1242 3988583 60 26 40 108 20 25 23 44 9966 22 41 28714 51 33 32 17000 6634 62 22 2296 21 581 10355 5581 203 35 62 58 1864
leaf_count=1242 3988583 60 26 40 108 20 25 23 44 9966 22 41 28714 51 33 32 17000 6634 62 22 2296 21 581 10355 5581 203 35 62 58 1864
internal_value=0 382.537 -5317.06 -16428.5 -3980.85 35948.3 -34150.6 -15438.6 -30089.7 486.596 2415.38 2560.88 224.002 18184.2 40159.4 61302.1 180.988 -327.158 -1126.25 -44733.5 -1039.04 2008.4 106.23 -3678.96 1899.76 4594.02 -15444.7 -8929.95 -9884.37 -609.578
internal_weight=0 85221 1528 286 168 60 118 92 67 83693 10029 10007 73664 176 116 83 73488 56488 42088 84 42004 14400 29295 12709 14379 6934 300 265 2354 7445
internal_count=4073804 85221 1528 286 168 60 118 92 67 83693 10029 10007 73664 176 116 83 73488 56488 42088 84 42004 14400 29295 12709 14379 6934 300 265 2354 7445
is_linear=0
shrinkage=0.1


Tree=2211
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 0 0 4 4 4 5 5 4 3 2 3 4 5 2 0 4 1 4 3 5 1 0 3 5 1
split_gain=1.24336e+12 1.54254e+13 1.11046e+13 1.9152e+13 5.1321e+13 1.63746e+13 9.32177e+12 8.20064e+12 9.73888e+12 1.95989e+13 1.54043e+13 1.58443e+13 1.37749e+13 1.19365e+13 1.1898e+13 1.14866e+13 1.1173e+13 1.08818e+13 3.66852e+13 1.52975e+13 3.49023e+13 1.70715e+13 1.08151e+13 1.06183e+13 9.95353e+12 1.12643e+13 1.49724e+13 9.94861e+12 1.12387e+13 9.72914e+12
threshold=15.450000000000001 61.400814300000008 49.230435000000007 49.030112300000006 1.5000000000000002 55.82518790000001 52.960348700000004 1.5000000000000002 11.500000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 9.5000000000000018 2865.5000000000005 2.5000000000000004 19.500000000000004 1.5000000000000002 75.000000000000014 55.702806750000008 8.5000000000000018 37.234509300000006 2.5000000000000004 14.500000000000002 2.5000000000000004 37.780517050000007 55.79439725000001 4.5000000000000009 2.5000000000000004 38.657016300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -1 9 12 13 15 22 16 23 -12 -10 18 -11 27 -21 -22 -9 -13 -14 26 -26 -19 -29 -23
right_child=-2 6 -4 4 5 -7 -8 8 10 17 11 14 24 -15 -16 -17 -18 19 -20 20 21 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-18536.388310306935 -2.6981509197643314 15496.854796685113 12060.276800020667 -36059.804906363039 108238.36584201391 -4614.6614013671879 -6017.9410334540953 -2956.7488601823711 3017.6069404538998 -44521.849404296874 25795.340574596776 4569.0229984231191 -124.94883512277184 31621.542326506562 -53396.804531250003 -38576.762064460578 -67202.753156250008 15646.574913946473 38913.366875191707 123404.03901785715 -46534.139062500006 74527.836105685768 19610.51361420238 75099.774375000008 -122745.00703125 -10640.951461710249 -18277.765385167742 5635.303258537524 -37127.950135020386 8972.6572073514344
leaf_weight=163 4064110 216 1334 311 36 20 2976 329 242 60 31 146 1406 151 30 262 25 202 433 35 37 36 599 25 23 224 34 132 115 61
leaf_count=163 4064110 216 1334 311 36 20 2976 329 242 60 31 146 1406 151 30 262 25 202 433 35 37 36 599 25 23 224 34 132 115 61
internal_value=0 1131.17 3926.12 1826.48 -20191.6 67933.7 -4562.05 3509.59 4284.39 6551.46 -4977.79 -16932.8 1824.13 9150.83 4689.89 -31766.1 -3557.33 17678.3 28759 8838.94 34483.5 11258 11609.8 14880.5 -3558.88 -20740.8 -60431.2 -813.466 -14274.7 33302.4
internal_weight=0 9694 6502 5168 367 56 3192 4801 4638 3726 912 494 2615 418 201 293 267 1111 493 618 169 134 928 171 1687 281 57 449 247 97
internal_count=4073804 9694 6502 5168 367 56 3192 4801 4638 3726 912 494 2615 418 201 293 267 1111 493 618 169 134 928 171 1687 281 57 449 247 97
is_linear=0
shrinkage=0.1


Tree=2212
num_leaves=31
num_cat=0
split_feature=3 1 0 1 6 5 0 0 0 6 6 0 0 3 6 5 4 1 1 4 6 3 6 0 7 0 4 4 4 6
split_gain=1.20866e+12 7.5362e+12 1.26488e+13 1.24453e+13 2.47834e+13 3.73061e+13 2.29414e+13 2.04468e+13 3.47128e+13 2.37058e+13 2.7523e+13 2.0253e+13 2.0642e+13 5.37168e+13 1.95769e+13 2.08511e+13 2.71685e+13 3.25879e+13 2.4437e+13 1.89877e+13 1.84999e+13 2.09574e+13 1.74378e+13 2.57488e+13 1.7406e+13 1.97084e+13 1.79449e+13 1.66795e+13 2.21858e+13 1.68482e+13
threshold=17.500000000000004 30.345769800000003 59.898927250000007 30.323041000000003 84.00500000000001 2.5000000000000004 60.064438250000002 59.856552950000008 59.848366150000011 72.50500000000001 62.995000000000012 60.002985000000002 60.028671700000011 22.500000000000004 122.65000000000002 3.5000000000000004 24.500000000000004 30.157841000000001 30.315889700000003 23.500000000000004 98.020000000000024 19.500000000000004 90.045000000000016 59.990753350000013 6.0000000000000009 60.064438250000002 26.500000000000004 25.500000000000004 22.500000000000004 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=-1 3 -3 14 7 -6 22 8 9 10 -5 -9 13 -13 15 18 17 -17 -2 -19 -18 -22 -7 -24 -14 26 -26 28 29 -20
right_child=1 2 -4 4 5 6 -8 11 -10 -11 -12 12 24 -15 -16 16 20 19 27 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=10.521513163517506 1121.0154581135018 -243.59380993599189 -4016.3343558846241 2379.9001485838648 156673.47728125 111279.71163793105 -56894.552092633938 -23431.209253480974 50685.946880065167 -81960.148216145841 92462.632522170607 138.7813625692734 3095.9282639880589 93314.673196102536 -55158.433582511781 -5362.8139409722226 -86392.167906605115 148450.2895960366 -5903.1965217141551 50328.392763157899 90553.212268518517 -11023.373809070123 -54677.110651041672 54734.598447779601 -128286.043125 8263.9503161821212 -29695.335047403976 -66302.985766945421 -3017.0923789631238 -97144.651421874994
leaf_weight=3927269 10523 122782 9580 407 25 29 28 310 241 30 37 203 1181 89 63 45 22 41 34 38 27 82 30 76 30 61 48 71 352 50
leaf_count=3927269 10523 122782 9580 407 25 29 28 310 241 30 37 203 1181 89 63 45 22 41 34 38 27 82 30 76 30 61 48 71 352 50
internal_value=0 -281.986 -516.654 1909.59 7848.71 42927.8 25482.1 5347.81 19785 4073.7 9886.79 -22.9248 4478.67 28538.3 431.089 741.425 29011.8 62561.4 87.8491 101252 -2745.1 14137.8 42567.6 23769 -843.61 -34315.5 -67614.8 -21356 -14036.6 -60213.6
internal_weight=0 146535 132362 14173 2825 188 163 2637 715 474 444 1922 1612 292 11348 11285 255 124 11030 79 131 109 135 106 1320 139 78 507 436 84
internal_count=4073804 146535 132362 14173 2825 188 163 2637 715 474 444 1922 1612 292 11348 11285 255 124 11030 79 131 109 135 106 1320 139 78 507 436 84
is_linear=0
shrinkage=0.1


Tree=2213
num_leaves=31
num_cat=0
split_feature=3 0 6 3 3 4 1 1 0 5 6 1 1 0 1 6 1 6 0 6 0 6 2 4 6 1 1 4 6 6
split_gain=1.16022e+12 1.08597e+13 1.11852e+13 1.50819e+13 9.51653e+12 1.32257e+13 1.3861e+13 3.28473e+13 1.64346e+13 2.89369e+13 3.9871e+13 2.00537e+13 1.82577e+13 1.8088e+13 2.40306e+13 1.64007e+13 4.9523e+13 3.07666e+13 2.62463e+13 2.04347e+13 3.36455e+13 1.65603e+13 1.6331e+13 1.59108e+13 5.0005e+13 2.62632e+13 2.6668e+13 1.67192e+13 1.66062e+13 1.54234e+13
threshold=20.500000000000004 43.6005307 92.02500000000002 21.500000000000004 19.500000000000004 24.500000000000004 37.517483500000004 30.452677500000004 55.696737300000009 2.5000000000000004 92.02500000000002 65.574968200000015 60.549354600000008 55.710673100000008 37.897576350000001 86.030000000000015 39.763755750000009 93.050000000000011 44.601833250000006 104.01000000000001 55.061158000000006 72.50500000000001 75.000000000000014 22.500000000000004 103.03500000000001 30.260128500000004 30.389265100000003 21.500000000000004 44.010000000000012 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 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 23 15 13 -11 12 -12 14 -10 18 29 -18 -8 -19 -21 22 -20 25 -25 27 -27 -6 -28 -17
right_child=1 -3 -4 -5 5 -7 8 -9 9 10 11 -13 -14 -15 -16 16 17 19 21 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=3.4905383080363452 120502.69609375001 347.22539268303973 -12115.582508680556 21550.44027071221 34158.42923092797 -5115.668599177724 81679.778637695315 -15206.006974070857 109011.55319362332 45413.061465571482 853.8031606820914 81736.082137784106 -68783.015030252718 1577.1674104859515 -2145.3909870426828 -44247.051425752616 -36084.372670990568 145071.95195312501 -35197.325537446122 -1245.6263388813406 128725.12689732143 17468.440872173429 -834.49799175077771 9821.4592064936605 165891.32752976191 -38033.847753150578 27651.221861445985 -8749.6636965179441 -24424.420045327242 24575.784830729168
leaf_weight=3980530 24 73848 36 43 210 8688 40 1662 37 416 130 22 53 2190 41 341 53 21 145 69 28 483 2995 916 21 315 145 160 106 36
leaf_count=3980530 24 73848 36 43 210 8688 40 1662 37 416 130 22 53 2190 41 341 53 21 145 69 28 483 2995 916 21 315 145 160 106 36
internal_value=0 392.483 32840.5 56996 -7.25638 -2221.12 143.514 -4972.87 2690.9 8499.48 27625.6 -8469.81 -19314.2 3262.55 50582.9 -1294.14 -17429.1 27207 1119.71 55634.5 36271.7 230.285 -2421.32 4107.46 13319.3 -5114.21 -18657.6 15603.6 5659.12 -37675.1
internal_weight=0 73951 103 67 3.99985e+06 19323 10635 3535 7100 2889 621 205 183 2268 78 4211 548 171 3663 118 97 3623 3140 1873 937 936 566 370 251 377
internal_count=4073804 73951 103 67 3999853 19323 10635 3535 7100 2889 621 205 183 2268 78 4211 548 171 3663 118 97 3623 3140 1873 937 936 566 370 251 377
is_linear=0
shrinkage=0.1


Tree=2214
num_leaves=31
num_cat=0
split_feature=1 5 4 6 6 6 6 0 3 0 0 2 4 6 6 0 0 6 6 0 0 3 0 7 6 0 6 4 3 6
split_gain=1.15663e+12 6.6364e+12 1.08315e+13 1.4351e+13 1.45133e+13 1.54566e+13 1.57928e+13 2.8196e+13 1.45583e+13 1.13812e+13 9.55513e+12 9.46718e+12 2.37434e+13 2.80585e+13 4.11488e+13 7.01952e+13 2.22297e+13 3.09626e+13 2.61308e+13 1.81956e+13 1.67553e+13 1.57567e+13 1.32777e+13 1.39885e+13 2.25833e+13 1.44861e+13 1.27265e+13 1.15284e+13 1.10877e+13 1.00024e+13
threshold=30.084656550000002 1.5000000000000002 16.500000000000004 82.00500000000001 79.710000000000022 74.015000000000015 60.305000000000007 54.724612400000005 8.5000000000000018 59.91832440000001 54.762682300000009 3338.0000000000005 5.5000000000000009 47.005000000000003 44.820000000000007 60.064438250000002 59.864072000000007 42.205000000000005 46.420000000000009 60.002985000000002 60.042359000000012 6.5000000000000009 60.034792100000011 6.0000000000000009 36.280000000000008 59.982409200000006 40.905000000000008 11.500000000000002 4.5000000000000009 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 5 6 10 8 -8 -4 -1 12 13 14 -12 -16 17 27 22 -15 -21 -19 23 25 -25 -18 -13 -14 -20 -24
right_child=-2 -3 9 -5 -6 -7 7 -9 -10 -11 11 26 16 19 15 -17 18 21 28 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=2353.9161250897901 6.0868106951867524 -1288.4123827834308 310.99378662109376 -80198.635511363638 85755.723750000005 -63186.747018914473 33676.839467905404 -8488.9458752111495 105777.73527462123 22743.384005661177 11375.858164056168 -2927.3390437351277 11074.440765431164 -83999.915658291909 -32847.73151041667 175831.48804687499 -20187.57314731495 34973.070399305558 -121277.49312499999 21152.726299790935 -59771.559492187509 124048.35183189657 19876.99471065637 -30298.564234763198 21597.153950334821 -65067.883416940786 -16973.591416680752 -23816.101000134702 -37278.455584901756 -18668.993179381127
leaf_weight=9253 4021329 34203 444 22 20 38 185 185 33 461 1301 3728 273 44 27 40 296 63 30 71 40 29 198 161 175 95 780 145 33 102
leaf_count=9253 4021329 34203 444 22 20 38 185 185 33 461 1301 3728 273 44 27 40 296 63 30 71 40 29 198 161 175 95 780 145 33 102
internal_value=0 -466.452 1072.16 516.366 618.743 520.461 660.501 20224.4 44591.2 11737.9 193.536 -2426.04 1805.76 10742.8 15311.7 91736.9 -6701.22 10530.8 -14763.9 -29580.7 -8009.18 63051.1 -10929 -18233.2 -3269.54 -31092 -5357.7 -1028.74 -77278 6771.36
internal_weight=0 52475 18272 17367 17345 17325 17287 403 218 905 16884 7631 3123 1523 1368 67 1600 510 1090 155 111 92 1027 727 336 391 4508 418 63 300
internal_count=4073804 52475 18272 17367 17345 17325 17287 403 218 905 16884 7631 3123 1523 1368 67 1600 510 1090 155 111 92 1027 727 336 391 4508 418 63 300
is_linear=0
shrinkage=0.1


Tree=2215
num_leaves=31
num_cat=0
split_feature=0 1 3 1 1 1 4 6 0 4 1 1 6 6 0 1 4 1 1 1 1 6 6 6 3 3 5 6 3 4
split_gain=1.13018e+12 8.95276e+12 7.4068e+12 7.3639e+12 1.41395e+13 1.35228e+13 1.15564e+13 1.09781e+13 1.20597e+13 7.82673e+12 7.10518e+12 3.64764e+13 1.50137e+13 2.08373e+13 1.12344e+13 2.702e+13 2.44345e+13 2.09405e+13 1.77281e+13 1.75719e+13 1.67521e+13 1.05714e+13 3.5761e+13 1.72741e+13 1.53401e+13 5.42891e+13 1.77598e+13 1.24309e+13 1.07024e+13 1.01526e+13
threshold=61.78914120000001 30.509101000000005 16.500000000000004 39.763755750000009 39.843340650000009 34.382014200000008 9.5000000000000018 72.50500000000001 63.565651350000003 2.5000000000000004 59.999510900000011 63.728898350000001 71.715000000000018 69.605000000000004 63.565651350000003 53.67029225000001 8.5000000000000018 50.815483650000004 53.252814850000007 54.62357655000001 49.300375350000003 128.05000000000004 189.00000000000003 90.045000000000016 6.5000000000000009 7.5000000000000009 3.5000000000000004 87.015000000000015 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 5 6 -3 -5 8 9 -7 12 29 13 14 15 16 17 20 -18 -17 -6 23 -23 27 26 -26 28 -13 -25 -12
right_child=1 2 -4 4 10 7 -8 -9 -10 -11 11 21 -14 -15 -16 19 18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.4139689424468722 -60444.497390625002 -1973.7053559309898 44754.438328043623 25167.489617695785 -59587.350338040866 -7216.9070276960547 -25748.249394914219 -63747.567807404899 2587.0215679996804 -35902.113458481792 -24123.711657176715 -505.71726847675421 13402.268930785638 -24481.434550023961 3819.9796644813528 9401.7568117159663 -14173.24687067893 -25391.258888108059 36526.25472953495 -38423.936385995374 -1274.8523391251376 127805.80424262153 -21140.791118164067 -10413.458203125001 -183913.65850000002 -120.53756076388889 -32566.73736429149 46754.131821986608 64638.639144736844 -72607.625032552096
leaf_weight=4045394 25 5768 36 354 52 158 51 46 281 239 431 9075 984 324 6421 1490 113 905 177 81 937 27 40 38 25 45 145 56 38 48
leaf_count=4045394 25 5768 36 354 52 158 51 46 281 239 431 9075 984 324 6421 1490 113 905 177 81 937 27 40 38 25 45 145 56 38 48
internal_value=0 -628.52 -575.837 -633.401 244.972 -3590.67 18755.9 -16472.8 -13265.4 -24485.8 -104.502 -2057.93 1591.05 484.17 1279.07 -3065.86 -10260.3 -14399.2 16770.9 6935.89 -4340.83 -698.8 38882.5 -980.263 -24965.2 -65760.9 -12043.5 -215.875 27112.6 -28982.2
internal_weight=0 28410 28385 28349 21857 6492 405 724 678 397 21452 9968 11484 10500 10176 3755 2184 1894 290 1571 989 9489 67 9422 291 70 221 9131 76 479
internal_count=4073804 28410 28385 28349 21857 6492 405 724 678 397 21452 9968 11484 10500 10176 3755 2184 1894 290 1571 989 9489 67 9422 291 70 221 9131 76 479
is_linear=0
shrinkage=0.1


Tree=2216
num_leaves=31
num_cat=0
split_feature=4 0 2 0 1 1 1 1 6 1 0 0 1 0 2 6 6 1 0 0 6 6 6 2 1 1 1 0 0 6
split_gain=1.19041e+12 8.7348e+12 1.61585e+13 3.29717e+13 3.20734e+13 3.04783e+13 2.54066e+13 4.31051e+13 2.62436e+13 1.83246e+13 2.98023e+13 4.62305e+13 5.68954e+13 6.58795e+13 2.60578e+13 1.79175e+13 1.7046e+13 1.67159e+13 2.60238e+13 2.33626e+13 1.72377e+13 3.8498e+13 3.63934e+13 6.146e+13 5.61533e+13 8.32202e+13 7.03727e+13 1.28005e+14 7.09232e+13 6.13299e+13
threshold=5.5000000000000009 55.145978450000008 9651.0000000000018 55.173955500000005 37.46219940000001 82.991167100000027 37.488790500000007 59.999510900000011 81.705000000000013 65.574968200000015 55.390026600000006 56.986919400000012 86.169282750000022 55.462387050000011 3658.0000000000005 85.020000000000024 76.00500000000001 28.601854300000003 57.892117950000006 57.719618750000002 74.015000000000015 72.50500000000001 80.030000000000015 5261.5000000000009 43.932356550000009 40.965343750000009 47.256487700000001 56.342669500000007 56.105603650000006 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -8 17 -11 12 16 15 -15 -14 -12 18 19 -5 21 -19 -22 24 25 -24 27 28 -26 -27
right_child=-2 2 5 9 6 -7 7 -9 -10 10 11 -13 13 14 -16 -17 -18 20 -20 -21 22 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=-189.7003024716625 -33.801208983718347 -14706.709200956435 -11210.936170301982 -20148.192677448555 29825.039957020421 -76.035533996709958 -13608.811201187451 10046.938213981644 -129971.80839843751 9039.7135452925195 -9951.7333778825487 6932.0101328608107 44778.512320940681 -14239.092920176867 1379.4399864535717 127158.26680947583 -38224.287722656249 220.84984258842502 -12966.284733496095 15162.639031539855 -6241.9070424660313 9417.4787556443916 886.16695195262025 -11011.547576860617 -83588.820711616849 -17664.219387755522 4645.5423673385549 -92052.724697265628 42872.080059424028 -85653.362029708063
leaf_weight=572628 2928705 621 3444 205 541 8588 627 5636 20 5742 4084 10480 178 1125 21162 31 225 462673 500 2179 12826 4597 16344 4122 46 592 4397 80 1235 171
leaf_count=572628 2928705 621 3444 205 541 8588 627 5636 20 5742 4084 10480 178 1125 21162 31 225 462673 500 2179 12826 4597 16344 4122 46 592 4397 80 1235 171
internal_value=0 86.45 362.676 440.521 7051.02 -3263.25 9031.03 7240.55 -17205.8 351.523 2333.31 1300.51 -901.255 1115.1 591.05 56997.5 -11428 184.315 7775.96 12126.3 141.138 311.326 -1856.29 228.041 2254.26 -620.824 10796.1 30666.9 38330.9 -32901.6
internal_weight=0 1.1451e+06 572471 560439 7445 12032 6824 6283 647 552994 43027 37285 26805 22496 22287 209 4309 509967 2884 2384 507083 467270 39813 26987 22865 17107 5758 1361 1281 763
internal_count=4073804 1145099 572471 560439 7445 12032 6824 6283 647 552994 43027 37285 26805 22496 22287 209 4309 509967 2884 2384 507083 467270 39813 26987 22865 17107 5758 1361 1281 763
is_linear=0
shrinkage=0.1


Tree=2217
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 2 5 6 6 5 1 0 6 3 6 1 1 7 0 0 1 1 1 3 0 1 6 3 6 6
split_gain=1.19684e+12 6.93021e+12 5.31451e+13 2.79795e+13 4.80097e+13 6.02023e+13 3.00237e+13 2.99014e+13 3.36419e+13 4.08092e+13 2.97368e+13 2.78699e+13 2.76078e+13 3.41894e+13 4.23865e+13 2.71003e+13 1.36572e+14 5.62589e+13 9.86707e+13 6.55974e+13 7.3252e+13 6.45068e+13 4.75994e+13 6.52191e+13 8.51066e+13 3.81838e+13 3.85882e+13 3.38877e+13 3.20509e+13 3.06521e+13
threshold=9.5000000000000018 47.207933300000008 47.139841100000005 8.5000000000000018 44.878071950000013 2892.5000000000005 2.5000000000000004 102.04000000000001 156.15000000000003 4.5000000000000009 40.024897700000004 43.051287600000009 106.49500000000002 3.5000000000000004 116.05000000000001 39.723160900000003 39.712886600000012 6.0000000000000009 43.687280500000007 44.601833250000006 39.079932600000006 39.105193450000009 39.763755750000009 4.5000000000000009 43.6005307 39.735861600000007 63.855000000000011 7.5000000000000009 71.715000000000018 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 -1 7 -6 -7 15 10 11 12 -10 -9 -14 -15 16 17 19 -19 -5 29 -22 23 -17 25 26 27 -25 -27 -21
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 -12 -13 13 14 -16 22 -18 18 -20 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-286.06618592559738 50.486549175998242 -147.56236694820896 8045.9463487049761 -20468.640916710072 6266.8290057416225 307.89711050466332 -14390.459052989851 -24982.661718750001 -75404.219717407235 -124930.17665441177 13426.614977540621 37504.792050215125 13674.515881799771 207107.68408203125 66151.424835205078 -5309.9895938001064 -60890.083777527419 200842.68988606773 15557.284394125836 -7507.1434183937345 224044.07395833335 39200.634761447196 -685.37726637470575 261654.45804227941 10338.870478980656 32048.808816964287 41108.052059659094 109994.57680288464 171421.65873325896 8134.113871111902
leaf_weight=270142 2181312 1553627 8745 2250 29910 4284 2057 32 32 34 627 69 54 32 64 363 436 30 685 3945 21 187 12640 34 210 77 22 26 21 1836
leaf_count=270142 2181312 1553627 8745 2250 29910 4284 2057 32 32 34 627 69 54 32 64 363 436 30 685 3945 21 187 12640 34 210 77 22 26 21 1836
internal_value=0 -58.1915 351.556 147.729 2101.55 4390.46 -4460.2 -1395.54 16044.4 -30168.4 23756 1731.64 59341.3 77330.4 113137 -2118.16 -6237.11 -3575.88 23331.5 -5910.97 -441.811 57862.7 769.698 25194.9 53587.9 104045 154396 195935 61914.4 -2539.6
internal_weight=0 1.89249e+06 338865 330120 59978 36251 6341 23727 944 135 809 101 182 150 96 22783 9390 8954 715 8239 5989 208 13393 753 390 180 82 60 98 5781
internal_count=4073804 1892492 338865 330120 59978 36251 6341 23727 944 135 809 101 182 150 96 22783 9390 8954 715 8239 5989 208 13393 753 390 180 82 60 98 5781
is_linear=0
shrinkage=0.1


Tree=2218
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 6 3 6 5 6 2 1 1 0 0 0 6 6 1 1 2 1 6 1 1 0 0 1 6
split_gain=1.33071e+12 8.29414e+12 2.28785e+13 4.92357e+13 3.41045e+13 2.84859e+13 2.2666e+13 2.00588e+13 2.98343e+13 2.52814e+13 2.1617e+13 2.92205e+13 2.28342e+13 8.66113e+13 6.18422e+13 2.13914e+13 4.91309e+13 2.90488e+13 3.08456e+13 1.92943e+13 8.76675e+13 2.60995e+13 2.08299e+13 2.08538e+13 2.6468e+13 5.64763e+13 4.45247e+13 3.03223e+13 1.87355e+13 3.35047e+13
threshold=3.5000000000000004 4.5000000000000009 37.897576350000001 37.873748150000004 55.702806750000008 55.922096200000006 45.995000000000012 2.5000000000000004 38.805000000000007 5.5000000000000009 77.010000000000005 4829.0000000000009 38.958307950000012 38.977585500000011 45.036141150000006 54.988402950000008 54.980317700000008 168.45000000000002 83.010000000000005 43.932356550000009 43.997056950000008 2911.0000000000005 42.186961750000002 91.02500000000002 39.873894000000007 39.908802000000009 45.047736150000013 43.6005307 37.804148700000006 81.02500000000002
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 28 -5 6 -6 9 -9 10 -4 12 -12 14 -14 16 17 18 -13 22 -21 -22 23 24 27 -26 -27 -15 -2 -30
right_child=1 -3 7 4 5 -7 -8 8 -10 -11 11 15 13 19 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=230.39724400435341 1224.6967466645169 12.498640094311174 -727.72791379558055 -11896.741591600869 23738.25782693614 19078.409852331086 82332.397789818555 1060.8159551780077 -4486.9089692111675 -104838.49055706523 -8185.5073691648058 29630.542345569756 230813.94092133624 -86484.938593750005 58197.513138110022 -12159.734129211942 143156.78871527777 101058.50099609376 -18639.070405016446 170279.12644230772 -13971.452555407011 26237.638403481153 -30745.012313265412 -3310.2048487862021 180529.95352822583 131935.39518229169 -10677.565370611497 19299.565518886022 -7590.859713290216 -79608.209844882251
leaf_weight=236154 28289 3715317 38202 246 115 692 155 13278 35909 23 419 216 29 30 73 1067 27 30 342 39 208 721 148 571 31 30 81 280 1013 69
leaf_count=236154 28289 3715317 38202 246 115 692 155 13278 35909 23 419 216 29 30 73 1067 27 30 342 39 208 721 148 571 31 30 81 280 1013 69
internal_value=0 -14.1777 -824.353 1544.52 21330.4 29827.1 57375.6 -1613.83 -2989.3 -24.4498 32.2144 6718.38 13241.7 17248 107275 -3597.99 11256.3 5199.64 45.941 12955 23401 17235 4319.85 9392.78 25440.1 61194.4 27866.5 9062.36 730.753 -12183.5
internal_weight=0 3.83765e+06 122333 30579 1208 962 270 91754 49187 42567 42544 4342 2660 2241 102 1682 615 588 558 2139 968 929 1171 1023 452 142 111 310 29371 1082
internal_count=4073804 3837650 122333 30579 1208 962 270 91754 49187 42567 42544 4342 2660 2241 102 1682 615 588 558 2139 968 929 1171 1023 452 142 111 310 29371 1082
is_linear=0
shrinkage=0.1


Tree=2219
num_leaves=31
num_cat=0
split_feature=4 6 2 5 4 0 6 6 6 4 0 0 3 0 0 0 1 6 0 0 6 1 1 6 3 1 6 6 1 0
split_gain=1.40532e+12 8.58221e+12 1.93608e+13 4.61359e+13 4.20563e+13 5.50272e+13 5.87859e+13 4.1716e+13 4.58377e+13 6.85546e+13 6.87291e+13 6.64336e+13 1.03226e+14 4.50786e+13 4.42411e+13 3.54862e+13 4.33917e+13 3.55818e+13 3.52686e+13 4.91667e+13 4.35826e+13 3.68609e+13 4.81301e+13 4.93179e+13 4.65656e+13 3.3961e+13 6.24736e+13 3.39336e+13 4.12111e+13 3.35747e+13
threshold=5.5000000000000009 47.005000000000003 36.000000000000007 2.5000000000000004 4.5000000000000009 55.667390500000003 54.010000000000012 52.990000000000002 56.205000000000005 4.5000000000000009 55.812023600000011 55.82518790000001 1.5000000000000002 55.60524465000001 55.753967500000009 55.806294650000005 37.131181300000009 55.805000000000007 55.82518790000001 55.81943720000001 64.405000000000015 37.425454150000007 37.488790500000007 61.425000000000004 4.5000000000000009 37.563506350000004 64.805000000000021 57.410000000000004 37.534144550000008 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 13 9 -9 14 12 -12 -5 29 16 -3 -17 19 21 27 -7 24 -24 -23 26 -19 -20 -29 -11
right_child=-2 2 -4 7 5 18 -8 8 -10 10 11 -13 -14 -15 -16 17 -18 25 20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-138.43166415488875 -36.725818883874808 -47177.500577295359 504.98978081748714 66077.719474283847 -23111.417629512667 -74171.654508463544 -118698.07682705967 -111654.90122612848 -1139.4100112423728 28412.791266267544 332230.66548913042 33775.36426136364 77806.023302283647 -87148.970669301358 -16095.696703532776 15203.894553257043 18817.292196242091 -118580.341875 -62706.737887854608 87703.494640625009 -142009.07532552083 14391.212366561307 -24543.427781747112 13235.284806765294 144233.70629464285 -141646.64847222224 100478.90292119567 77217.882292968745 -53935.280897588324 150339.37900390624
leaf_weight=665601 2928705 113 470371 24 155 93 110 36 4348 383 23 110 52 96 279 71 842 30 141 50 42 131 1305 470 35 45 23 50 46 24
leaf_count=665601 2928705 113 470371 24 155 93 110 36 4348 383 23 110 52 96 279 71 842 30 141 50 42 131 1305 470 35 45 23 50 46 24
internal_value=0 93.93 416.476 -4145.2 -12654.9 -19578.8 -62788.9 1794.96 3126.23 23574.9 29164.2 83256.8 155830 -56503.6 14576.6 3533.88 11008.5 -38704.2 -14733 -10262.9 -48122.4 -12671.2 -9724.45 -14540.1 41767.6 -77760.1 -23516.9 -31484.3 14373.7 35602.6
internal_weight=0 1.1451e+06 479498 9127 3752 2628 265 5375 5255 907 871 185 75 120 686 1124 955 169 2363 2084 279 2034 1941 1775 166 98 53 237 96 407
internal_count=4073804 1145099 479498 9127 3752 2628 265 5375 5255 907 871 185 75 120 686 1124 955 169 2363 2084 279 2034 1941 1775 166 98 53 237 96 407
is_linear=0
shrinkage=0.1


Tree=2220
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 4 6 6 4 4 7 4 3 4 4 4 4 4 7 6 5 5 6 6 6 6 5 6 4
split_gain=1.25913e+12 6.26908e+12 3.01364e+13 8.02371e+12 2.6578e+13 4.30751e+13 1.17927e+13 3.13469e+13 2.2355e+13 2.13906e+13 2.36577e+13 2.12961e+13 2.7778e+13 1.93353e+13 1.58244e+13 1.53468e+13 2.15056e+13 1.29417e+13 1.31322e+13 1.22175e+13 1.09569e+13 1.09204e+13 1.52177e+13 1.67381e+13 1.03697e+13 9.40872e+12 8.67648e+12 6.89458e+12 6.51873e+12 1.40422e+13
threshold=3338.0000000000005 61.686687400000004 65.593879100000024 60.753246850000004 65.64204770000002 72.839788400000018 6.5000000000000009 94.02500000000002 120.05000000000001 12.500000000000002 13.500000000000002 6.0000000000000009 18.500000000000004 19.500000000000004 4.5000000000000009 7.5000000000000009 8.5000000000000018 15.500000000000002 16.500000000000004 6.0000000000000009 43.605000000000011 1.5000000000000002 2.5000000000000004 71.715000000000018 51.015000000000008 90.045000000000016 57.995000000000012 2.5000000000000004 76.605000000000004 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 -1 -5 21 7 14 -9 15 -11 13 -13 17 -7 -8 20 -12 -19 -18 -17 -6 23 -23 -16 28 -26 -14 29 -24
right_child=-2 2 -4 4 5 6 9 8 -10 10 11 12 27 -15 24 16 19 18 -20 -21 -22 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-52.263224845091806 66.78412833049876 46264.161654260024 -42186.138058276891 -62175.948070047671 11949.60732407256 -38994.81870890873 -69852.581664443598 114300.29243367513 -5603.1853940217397 90947.760868566183 19194.270838463824 48240.723902920814 2539.2810580828336 85376.708152173916 -2439.1570766786986 -2033.0873224431821 -7076.3281073531389 -38715.706344960221 -4208.2837499713623 -37520.825073076106 88537.602470128681 51500.060902501806 -13565.600972020351 148125.86601562501 47803.184522480871 67984.19165888468 12697.425898144531 -56233.48945471723 -28060.874779647438 76477.549981478995
leaf_weight=2402114 1667517 53 141 59 167 71 41 48 23 34 138 220 151 23 316 22 1276 163 341 147 34 173 43 20 98 30 250 23 39 29
leaf_count=2402114 1667517 53 141 59 167 71 41 48 23 34 138 220 151 23 316 22 1276 163 341 147 34 173 43 20 98 30 250 23 39 29
internal_value=0 -46.2803 -18021.9 -44.831 4442.02 5444.69 1431.96 12006.5 75458.3 -1829.82 8839.92 6203.79 24627 -4711.6 5877.09 -9502.21 -7829.21 -7939.06 -15368.4 -10221.3 52956.3 32828.9 43268.6 61513.1 10675.1 18295.6 22583.5 -5229.53 4866.25 22701.8
internal_weight=0 2.40629e+06 194 2.40609e+06 3979 3920 3419 806 71 2613 1093 1059 394 665 735 1520 1479 642 504 1423 56 501 334 193 664 141 348 174 111 72
internal_count=4073804 2406287 194 2406093 3979 3920 3419 806 71 2613 1093 1059 394 665 735 1520 1479 642 504 1423 56 501 334 193 664 141 348 174 111 72
is_linear=0
shrinkage=0.1


Tree=2221
num_leaves=31
num_cat=0
split_feature=2 5 1 0 6 1 0 1 4 4 3 3 4 5 1 1 1 1 3 0 0 6 6 7 3 6 6 1 3 0
split_gain=1.27735e+12 8.67672e+12 2.18169e+13 1.7132e+13 2.82717e+13 4.1788e+13 2.34935e+13 5.65911e+13 5.08834e+13 2.80627e+13 4.27191e+13 3.62325e+13 2.78583e+13 2.73006e+13 4.15215e+13 6.3198e+13 3.32178e+13 2.64672e+13 2.62111e+13 2.60413e+13 2.09748e+13 2.08441e+13 2.79282e+13 1.87655e+13 1.77307e+13 1.46048e+13 5.00499e+13 3.92064e+13 4.15654e+13 4.511e+13
threshold=451.00000000000006 4.5000000000000009 37.131181300000009 55.897267000000006 106.49500000000002 37.442254400000003 55.702806750000008 37.425454150000007 17.500000000000004 11.500000000000002 2.5000000000000004 15.500000000000002 8.5000000000000018 5.5000000000000009 37.631035900000008 37.600779750000008 37.729575300000008 37.343102500000008 8.5000000000000018 55.806294650000005 55.801384500000005 168.45000000000002 149.05000000000004 6.0000000000000009 1.5000000000000002 134.05000000000004 130.05000000000004 37.131181300000009 11.500000000000002 55.595177750000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 9 12 13 10 24 18 -8 14 15 20 -16 -12 -11 -14 -9 22 -6 -10 -4 26 -1 -27 -29 -30
right_child=-2 2 3 4 21 -7 7 8 23 11 17 -13 19 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=141.38219157958011 -25.00549452277474 -62717.355310235514 -20669.514041230173 -205539.5068359375 -13906.06741635101 -29916.236676897326 164156.60969827589 77678.133816964284 -146850.21693157329 4879.9159116058354 -167195.93140624999 -87076.038044084824 137728.84550781251 84737.044480298922 95785.562740384616 -198036.48502038047 -1068.1632988457209 -46345.069429640695 88483.871243489586 13872.280954926589 -47449.406883445947 -53409.720213468318 88947.492621527781 -25896.537295134171 53803.659582913308 -46565.1181640625 -37469.531471657618 7562.5665467273038 -59823.996149553568 76990.645348627164
leaf_weight=674448 3396489 69 66 20 99 42 29 21 29 100 20 28 24 46 52 23 111 193 60 58 37 71 36 23 62 107 354 886 28 173
leaf_count=674448 3396489 69 66 20 99 42 29 21 29 100 20 28 24 46 52 23 111 193 60 58 37 71 36 23 62 107 354 886 28 173
internal_value=0 125.393 -7977.35 -4955.7 -27365.5 -86568.9 1160.21 17874.9 -2261.16 -13153.1 -30254.8 17866.5 79915.6 14072.3 750.233 -57768.2 29830 -57692.6 36231.4 50123 -2144.61 -9547 13521.5 -93351.5 15403.4 141.203 121.652 11191.2 16876.5 57931.9
internal_weight=0 677315 1319 1250 268 62 982 453 342 529 341 188 111 290 244 81 163 213 160 82 58 206 135 52 128 675996 674802 1194 1087 201
internal_count=4073804 677315 1319 1250 268 62 982 453 342 529 341 188 111 290 244 81 163 213 160 82 58 206 135 52 128 675996 674802 1194 1087 201
is_linear=0
shrinkage=0.1


Tree=2222
num_leaves=31
num_cat=0
split_feature=6 1 1 0 6 6 0 3 4 1 6 0 4 0 5 4 6 6 5 7 6 6 4 4 6 1 6 1 4 0
split_gain=1.21826e+12 7.15728e+12 2.11065e+13 3.94971e+13 5.1629e+13 8.49467e+13 6.14766e+13 4.85771e+13 3.63244e+13 2.62734e+13 2.40486e+13 3.23417e+13 2.32457e+13 2.30791e+13 2.97516e+13 2.28423e+13 1.99557e+13 2.34141e+13 1.7995e+13 4.28434e+13 3.17636e+13 5.33589e+13 2.78063e+13 3.65637e+13 3.99231e+13 3.12312e+13 2.38337e+13 3.92179e+13 2.34842e+13 4.56613e+13
threshold=87.395000000000024 37.897576350000001 37.858952300000006 55.649510000000014 125.02000000000002 156.15000000000003 55.768246800000007 7.5000000000000009 22.500000000000004 37.873748150000004 114.05000000000001 55.696737300000009 15.500000000000002 55.93962770000001 3.5000000000000004 13.500000000000002 90.045000000000016 94.02500000000002 1.5000000000000002 6.0000000000000009 168.45000000000002 114.05000000000001 6.5000000000000009 10.500000000000002 103.03500000000001 30.330566300000005 189.00000000000003 34.382014200000008 8.5000000000000018 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 9 10 12 13 15 -5 -12 -4 14 -8 -6 -10 -18 19 20 21 22 25 24 -24 -2 27 -21 -23 -30
right_child=1 -3 3 4 5 -7 8 -9 16 -11 11 -13 -14 -15 -16 -17 17 -19 -20 26 -22 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=13.709565499018698 -130750.82261117788 -573.40207051965444 21640.533536641084 40038.409903434331 255128.58750000002 -77197.20931250001 60452.469077794696 -83411.956564295979 -128588.9536305147 56704.885677083337 -77257.225195312509 34844.46827116936 -61390.056584821432 -21591.103572633754 -40410.353086890245 123205.6839453125 47938.170957880437 -72216.472137784105 181.99165106957537 -176979.93260633681 -23127.466830166904 144381.14777777778 131042.68500000001 11048.218868242462 -33943.034687500003 35464.714375000003 23812.508203125002 -13331.673880004884 93556.973050679793 -69799.091122159094
leaf_weight=3832905 26 169073 171 591 21 25 102 87 34 30 44 62 42 191 41 35 23 55 69382 27 132 45 55 406 20 20 28 32 77 22
leaf_count=3832905 26 169073 171 591 21 25 102 87 34 30 44 62 42 191 41 35 23 55 69382 27 132 45 55 406 20 20 28 32 77 22
internal_value=0 -218.131 618.151 12145.6 19943.3 85055.1 13620.1 -20449 -15372 132221 32171.8 -11688.3 5268.3 1153.97 31533.8 172677 -64654.9 -36786.3 363.233 14492.3 21714.2 30535.5 15794.8 22898.3 87046.5 -58483.2 -52164.6 -88221.6 84482.4 57255.6
internal_weight=0 240899 71826 1554 1254 111 1143 300 446 86 697 106 213 334 143 56 112 78 70272 890 803 671 527 481 75 46 87 59 144 99
internal_count=4073804 240899 71826 1554 1254 111 1143 300 446 86 697 106 213 334 143 56 112 78 70272 890 803 671 527 481 75 46 87 59 144 99
is_linear=0
shrinkage=0.1


Tree=2223
num_leaves=31
num_cat=0
split_feature=6 0 0 3 0 3 3 0 0 4 4 1 3 1 3 4 0 1 0 0 0 0 2 5 4 1 4 5 0 1
split_gain=1.2266e+12 2.84135e+12 2.59919e+13 9.83536e+12 4.93964e+13 2.27427e+13 7.39498e+12 5.31616e+12 1.94036e+13 1.63931e+13 1.25938e+13 3.15546e+13 1.50306e+13 2.48557e+13 1.31202e+13 1.01974e+13 8.78009e+12 7.16969e+12 5.53905e+12 4.27307e+12 6.18897e+13 1.45241e+13 1.75194e+13 8.29145e+12 6.99645e+12 5.51561e+12 1.83481e+13 2.76087e+13 2.03987e+13 1.68356e+13
threshold=247.90000000000001 59.950512650000007 59.905532300000012 5.5000000000000009 60.05226170000001 9.5000000000000018 3.5000000000000004 56.888401950000009 56.818587550000011 8.5000000000000018 7.5000000000000009 65.493200550000012 8.5000000000000018 65.534455000000023 4.5000000000000009 24.500000000000004 57.15297970000001 30.472130500000002 56.685611200000004 55.014086100000007 55.046782850000007 55.061158000000006 5611.5000000000009 5.5000000000000009 5.5000000000000009 49.147669400000005 6.5000000000000009 3.5000000000000004 55.183288250000011 92.791023150000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 8 15 -10 11 17 13 14 -12 18 -14 -9 19 -2 -21 -22 23 25 -24 -23 28 29 -27 -28
right_child=1 3 -4 5 6 -7 -8 10 9 -11 12 -13 16 -15 -16 -17 -18 -19 -20 20 21 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.536810704210152 4514.3166713150758 158119.25716145834 -96395.153993055559 -97003.085298295468 13548.872418212892 45214.09774116848 -52562.194709578813 -33101.306159855769 -1332.479110054348 -118314.14509375 81033.377247777476 -106796.56218750001 36235.573862092388 157838.57247023811 -11162.225343276516 -61675.055296875005 -51142.102989130435 24695.545738058943 39900.535837339747 -142781.21156754033 83473.586104910719 -6272.7941143916214 -106348.84 48418.960773026316 -24627.184943181819 -24312.630670572918 53348.09692746427 -92825.620312500003 74459.345223335593 -52645.190074573868
leaf_weight=4070611 1847 24 27 22 64 23 23 26 23 25 29 25 23 21 33 25 23 123 39 31 21 416 20 38 22 30 47 32 69 22
leaf_count=4070611 1847 24 27 22 64 23 23 26 23 25 29 25 23 21 33 25 23 123 39 31 21 416 20 38 22 30 47 32 69 22
internal_value=0 1959.21 1283.12 15121.3 31108.6 -24314.3 -3928.77 2159.31 753.284 -62260.4 14720.7 -2833.31 38398.3 63809.9 31961.5 1890.8 -7453.26 14610.2 2494.12 1931.94 -4444.58 1536.5 -935.739 3084.86 -63542.3 288.279 13935.3 -16052 44528.4 19553.1
internal_weight=0 3193 3037 156 111 45 87 3010 2707 48 303 174 129 83 62 2659 46 149 2634 2595 748 717 696 654 42 616 200 101 99 69
internal_count=4073804 3193 3037 156 111 45 87 3010 2707 48 303 174 129 83 62 2659 46 149 2634 2595 748 717 696 654 42 616 200 101 99 69
is_linear=0
shrinkage=0.1


Tree=2224
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 6 2 4 6 0 7 6 0 4 6 4 4 4 4 4 6 6 0 0 7 2 5 4 6 6
split_gain=1.18956e+12 6.5527e+12 6.08873e+12 7.10149e+13 2.9709e+13 2.3212e+13 2.29307e+13 2.2204e+13 4.33329e+13 3.93055e+13 4.44202e+13 3.00522e+13 2.071e+13 3.43727e+13 2.77854e+13 3.43212e+13 3.16951e+13 2.1132e+13 1.95785e+13 1.90213e+13 2.0627e+13 4.32615e+13 2.10605e+13 1.86364e+13 6.2245e+13 2.87427e+13 2.1604e+13 1.95621e+13 1.84313e+13 3.82149e+13
threshold=30.084656550000002 54.604289300000012 59.963561900000009 60.002985000000002 5.5000000000000009 74.015000000000015 3338.0000000000005 7.5000000000000009 67.91500000000002 60.064438250000002 6.0000000000000009 84.810000000000016 59.939085000000013 14.500000000000002 90.045000000000016 19.500000000000004 22.500000000000004 6.5000000000000009 22.500000000000004 3.5000000000000004 64.805000000000021 65.410000000000011 60.05226170000001 59.898927250000007 6.0000000000000009 3338.0000000000005 1.5000000000000002 7.5000000000000009 118.04500000000002 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 10 -9 19 23 17 15 -15 -17 -14 -16 -5 -21 -22 -23 -3 25 27 -26 -25 29 -8
right_child=-2 2 3 6 -6 -7 28 8 -10 -11 -12 -13 13 14 18 16 -18 -19 -20 20 21 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-33229.17997246395 6.1728295874271089 -163.20211288079108 -22151.317789517918 -8502.9845311945137 -123425.83363486844 -80663.418361786273 -7014.0247000249328 -72239.304427637238 35618.266879574883 -245.47530640735118 11732.18699509641 -9051.0543322035846 -7607.4610085227287 5267.9497752964098 -15824.123450863488 144196.73674107142 18501.239052111039 63310.662546084975 -104250.75974264706 18924.640960559129 185743.67798295454 83183.664381862327 18667.766524047853 -6218.597218179777 -58546.413813920459 62606.929024174533 -197157.47880434783 -47667.805038496379 -84717.618097737635 125351.8724786932
leaf_weight=61 4021329 43951 416 176 38 81 2542 191 222 674 94 425 55 1192 95 35 47 178 34 773 22 74 160 651 22 53 23 138 30 22
leaf_count=61 4021329 43951 416 176 38 81 2542 191 222 674 94 425 55 1192 95 35 47 178 34 773 22 74 160 651 22 53 23 138 30 22
internal_value=0 -473.044 -434.922 -3449.67 -38203.5 -31687.5 -9.65698 6247.33 -4193.97 -13410.1 -44543.4 13812.5 -49.596 11001.8 5094.81 9572.87 72151.8 46570.3 -39130.4 21876.4 27072.4 51675 39070.2 -452.827 -14803.8 -8679.69 -129392 -13468.3 -6790.07 -5878.28
internal_weight=0 52475 52414 5940 535 497 5405 2811 1181 959 285 1630 46474 1636 1403 1274 82 233 129 1205 1029 256 234 44838 887 842 45 789 2594 2564
internal_count=4073804 52475 52414 5940 535 497 5405 2811 1181 959 285 1630 46474 1636 1403 1274 82 233 129 1205 1029 256 234 44838 887 842 45 789 2594 2564
is_linear=0
shrinkage=0.1


Tree=2225
num_leaves=31
num_cat=0
split_feature=2 1 0 4 6 6 4 6 6 6 4 6 6 6 1 1 4 4 4 4 1 3 0 0 0 5 1 1 0 1
split_gain=1.19733e+12 6.14444e+12 7.27063e+12 1.21173e+13 1.23149e+13 6.96029e+12 7.80653e+12 8.58364e+12 1.16526e+13 1.22719e+13 7.39992e+12 9.38356e+12 5.93118e+12 1.07251e+13 8.29934e+12 8.51889e+12 8.27942e+12 1.13213e+13 1.10936e+13 2.1091e+13 1.01694e+13 1.08015e+13 9.77201e+12 9.46448e+12 1.31221e+13 1.04417e+13 2.5727e+13 1.58051e+13 1.31338e+13 1.29765e+13
threshold=3338.0000000000005 91.443676550000006 53.715816400000008 4.5000000000000009 59.815000000000005 49.010000000000012 6.5000000000000009 73.41500000000002 85.020000000000024 118.04500000000002 15.500000000000002 99.050000000000011 15.450000000000001 19.050000000000004 37.618684050000006 37.740454950000007 5.5000000000000009 11.500000000000002 4.5000000000000009 2.5000000000000004 53.187400150000009 1.5000000000000002 56.685611200000004 56.83050475000001 56.128722100000005 1.5000000000000002 39.689978950000004 39.939672500000007 44.878071950000013 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 7 -7 -9 -10 11 -8 16 14 -14 -16 18 20 19 22 21 -18 -1 24 25 28 29 -28 -19 -27
right_child=-2 2 3 5 -6 6 10 8 9 -11 -12 -13 13 -15 15 -17 17 23 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-9647.3627850494086 65.124696327490099 -6102.7214350476097 20388.789361659878 10617.721141639493 91010.45511300223 774.65094598449105 -10658.954431028094 85595.963180443563 -24696.907184332769 72528.007529296883 15795.240807145366 -59656.198176713428 -14860.341296169707 -47.712768564456624 21559.684500456206 -3739.996170474632 -4566.0255230564026 -54275.06819773707 -4567.5170400946263 19959.819958066269 -16802.274209472656 20601.92854431273 56957.912519106656 34132.493376765837 -81439.074404761908 -10672.075163717833 83165.198535156262 -1169.3418427734375 15637.254834718133 -51014.88770794047
leaf_weight=521 1667517 489 209 951 28 303 350 31 37 20 89 44 675 2392798 137 4666 205 29 2008 639 100 1014 23 73 21 255 40 50 366 116
leaf_count=521 1667517 489 209 951 28 303 350 31 37 20 89 44 675 2392798 137 4666 205 29 2008 639 100 1014 23 73 21 255 40 50 366 116
internal_value=0 -45.1303 4860.06 7459.86 28732.3 4697.37 -1744.58 8759.51 36252.8 9417.1 -10247.9 -16130.7 -50.336 -57.8311 -4477.52 -3018.35 3241.82 7859.78 -41.8343 7639.97 13854.5 16369.4 -6831.33 -463.427 -3343.13 -1427.23 -11650.7 36312.7 10504.5 -23286
internal_weight=0 2.40629e+06 2551 2062 237 1825 874 391 88 57 483 394 2.40374e+06 2.39828e+06 5478 4803 5460 2269 3191 1183 1319 1219 544 950 877 856 461 90 395 371
internal_count=4073804 2406287 2551 2062 237 1825 874 391 88 57 483 394 2403736 2398276 5478 4803 5460 2269 3191 1183 1319 1219 544 950 877 856 461 90 395 371
is_linear=0
shrinkage=0.1


Tree=2226
num_leaves=31
num_cat=0
split_feature=4 3 1 6 1 1 0 6 0 0 0 0 6 1 0 0 0 1 1 0 0 1 0 6 1 5 0 0 6 1
split_gain=1.15753e+12 7.85405e+12 7.74236e+12 2.58945e+13 4.25536e+13 6.33465e+13 6.71008e+13 3.09152e+13 2.89621e+13 3.52988e+13 2.57272e+13 3.17754e+13 6.49457e+13 2.56489e+13 2.49625e+13 2.93592e+13 3.13131e+13 2.79837e+13 3.97676e+13 2.46619e+13 2.53394e+13 2.43695e+13 4.63889e+13 2.45627e+13 2.43006e+13 2.35577e+13 8.01598e+13 8.95669e+13 4.17662e+13 8.08838e+13
threshold=5.5000000000000009 10.500000000000002 38.430814800000007 64.015000000000015 38.066230450000006 37.924401400000008 55.783232450000007 76.605000000000004 44.601833250000006 44.685196900000008 56.324067350000007 56.288960650000007 99.050000000000011 38.166910000000009 44.739668300000005 46.323575350000006 50.596941950000009 37.442254400000003 37.318079750000003 55.866549750000011 55.806294650000005 38.657016300000002 55.850146250000009 92.02500000000002 36.865631950000008 2.5000000000000004 59.764576050000009 59.982409200000006 110.01500000000001 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -5 -10 11 -6 13 -13 -1 17 -17 18 24 20 -9 22 23 -4 -16 26 -11 28 -28 -30
right_child=-2 -3 21 4 10 6 7 19 9 25 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=5721.7165082510337 -33.331088271625362 56134.780843750006 -8276.5513050169084 -36392.057148437503 7737.5798910170679 -7642.3063506023818 -30495.683928736522 -50139.202864583334 23244.060169179531 1383.2277137242831 -19676.059345503818 14836.625942486702 186732.2273716518 106595.529375 4294.886216730848 8793.3871623825253 921.17420107770181 -8407.392511455786 6557.7161045949952 -52194.742243650071 -160248.80812774124 4.4161040234647615 7317.5224164660676 -79305.230861367992 -15775.914686768825 -609.25248765463016 -33311.67235814756 4256.5036757365851 -17348.456521739132 202850.60106534092
leaf_weight=10941 2928705 25 7609 240 3470 1069 306 33 566 4992 307 235 28 35 917 5210 167472 6501 4379 134 57 893039 2355 49 1763 30048 2102 1126 69 22
leaf_count=10941 2928705 25 7609 240 3470 1069 306 33 566 4992 307 235 28 35 917 5210 167472 6501 4379 134 57 893039 2355 49 1763 30048 2102 1126 69 22
internal_value=0 85.2476 84.0239 586.307 -1582.81 -2556.83 -22066.4 -51159.5 -1760.3 -1546.78 8160.69 10428.7 41764.9 26731.3 1079.56 806.852 1158.69 -3673.65 685.892 -79387.8 -119875 -50.5904 -4956.5 -8731.03 -8908.41 -1912.57 -6624.66 -18669.1 -30440.2 35886.5
internal_weight=0 1.1451e+06 1.14507e+06 242022 44839 40764 1599 530 39165 38925 4075 3768 298 270 197183 186242 172682 13560 7059 224 90 903052 10013 7658 2680 38359 8311 3319 2193 91
internal_count=4073804 1145099 1145074 242022 44839 40764 1599 530 39165 38925 4075 3768 298 270 197183 186242 172682 13560 7059 224 90 903052 10013 7658 2680 38359 8311 3319 2193 91
is_linear=0
shrinkage=0.1


Tree=2227
num_leaves=31
num_cat=0
split_feature=0 0 1 7 1 6 4 1 1 1 6 4 3 4 4 7 6 6 6 1 4 3 6 6 4 7 6 6 6 5
split_gain=1.26319e+12 2.16542e+13 7.50282e+13 9.3779e+13 9.67967e+13 7.49101e+13 9.51716e+13 7.37415e+13 1.97205e+14 7.19448e+13 8.16642e+13 8.74904e+13 6.83177e+13 7.40075e+13 7.41031e+13 1.91871e+14 8.17096e+13 7.1781e+13 6.18801e+13 6.1293e+13 8.43213e+13 6.01577e+13 5.94516e+13 5.29034e+13 5.39345e+13 5.20475e+13 8.4971e+13 8.45502e+13 4.48566e+13 4.36299e+13
threshold=59.864072000000007 59.848366150000011 30.157841000000001 6.0000000000000009 30.084656550000002 86.030000000000015 26.500000000000004 30.315889700000003 30.330566300000005 30.410676000000006 99.050000000000011 17.500000000000004 4.5000000000000009 5.5000000000000009 9.5000000000000018 6.0000000000000009 45.305000000000007 56.805000000000007 54.710000000000008 30.277905650000005 19.500000000000004 10.500000000000002 52.990000000000002 81.02500000000002 24.500000000000004 6.0000000000000009 95.045000000000016 88.825000000000003 92.02500000000002 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 -3 7 9 19 12 10 11 -7 13 22 15 18 -16 -14 -15 -4 -21 -22 -9 24 -10 26 27 -13 -11 -6
right_child=-2 2 5 -5 29 6 -8 8 23 28 -12 25 17 14 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8049371883985899 186.6415625497622 -3389.6307788642389 -6739.4846357184833 -2941.3365234639587 32345.918989533995 -71584.065417453166 161108.3707465278 -69504.505786946611 -6684.9606113088048 -27880.705350030639 2617.4518092105263 -16696.911161747685 61474.522683078649 -248.23592984068628 177258.92988873107 378876.00555555557 -743.99562450344285 -1423.5153071207833 130158.02935973642 -34374.749710754942 -43475.866533627719 98202.734275072682 58720.8805653331 46356.483914620534 17604.928929256359 -54594.856119210381 -72502.092968750003 149332.93398987676 -114809.53362813602 128070.28655931124
leaf_weight=3711410 332981 1053 6751 4383 1684 447 27 60 9454 102 779 54 273 51 33 27 118 541 127 1576 46 86 91 210 1012 112 54 71 142 49
leaf_count=3711410 332981 1053 6751 4383 1684 447 27 60 9454 102 779 54 273 51 33 27 118 541 127 1576 46 86 91 210 1012 112 54 71 142 49
internal_value=0 -16.6135 -2719.25 6177.26 20522.9 -5586.5 -25215.1 -3870.81 1170.79 -28071.9 -19965.6 -43803.3 37618.9 66434.2 91316.9 130473 38157.3 19671.3 92794.4 -11021.1 -27944.4 48829.9 7770.4 -3339.13 -4336.27 -1129.66 32323.4 77608 -78470.4 35052.5
internal_weight=0 3.74082e+06 29413 7169 2786 22244 1788 20456 11997 1761 1517 738 1321 507 356 205 151 814 178 8459 1708 132 151 10676 10466 291 179 125 244 1733
internal_count=4073804 3740823 29413 7169 2786 22244 1788 20456 11997 1761 1517 738 1321 507 356 205 151 814 178 8459 1708 132 151 10676 10466 291 179 125 244 1733
is_linear=0
shrinkage=0.1


Tree=2228
num_leaves=31
num_cat=0
split_feature=4 2 5 1 0 7 6 1 0 0 6 1 6 3 1 0 6 0 4 0 0 6 6 3 3 6 4 6 4 4
split_gain=1.15074e+12 6.81851e+12 6.79737e+12 2.85397e+13 4.36947e+13 4.99294e+13 6.83378e+13 6.54659e+13 4.93319e+13 5.20918e+13 4.94706e+13 1.10277e+14 1.01264e+14 6.80904e+13 4.58569e+13 6.62964e+13 7.99336e+13 2.47123e+14 7.99093e+13 7.25281e+13 6.78509e+13 6.15532e+13 6.11965e+13 6.38265e+13 5.25298e+13 4.57844e+13 9.37241e+13 7.80275e+13 6.93311e+13 8.2409e+13
threshold=9.5000000000000018 14624.000000000002 1.5000000000000002 38.109452700000006 59.825842200000004 6.0000000000000009 36.005000000000003 30.242318500000007 59.990753350000013 59.939085000000013 63.415000000000006 30.370944000000005 47.420000000000009 2.5000000000000004 30.330566300000005 59.939085000000013 44.605000000000011 59.933037250000005 8.5000000000000018 59.91832440000001 59.905532300000012 63.415000000000006 42.875000000000007 6.5000000000000009 4.5000000000000009 37.705000000000005 6.5000000000000009 39.995000000000012 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=2 -2 3 4 -1 6 -6 -8 9 -9 12 13 -11 -12 15 16 19 -18 -19 20 -7 -17 -16 -24 -23 26 -21 28 -27 -30
right_child=1 -3 -4 -5 5 14 7 8 -10 10 11 -13 -14 -15 22 21 17 18 -20 25 -22 24 23 -25 -26 27 -28 -29 29 -31
leaf_value=-1992.4979770928048 50.126776628970035 -50203.30182291667 -193.06044749002484 566.20421904555667 546.18452503951596 2347.4973804654123 -2798.9283246159703 12740.329157930522 5612.2849286313767 25534.012527795305 73869.332630813951 187389.83206250001 80399.467008497522 -69762.417607009251 -4749.4157168289821 -12388.294498365753 -14266.77783383618 59379.403211224919 152071.16131365742 20558.220802015669 74717.609393649633 -38070.597810132575 -57456.118664204485 14815.016833965594 -234939.00565557065 -81507.353219696975 -105483.27779837472 -51698.714704397826 134790.32261904763 -53792.358593750003
leaf_weight=110756 2181285 27 1249201 498378 18674 1291 2421 2080 2527 1130 43 25 479 142 1171 1715 514 299 135 89 144 33 564 156 23 33 175 178 84 32
leaf_count=110756 2181285 27 1249201 498378 18674 1291 2421 2080 2527 1130 43 25 479 142 1171 1715 514 299 135 89 144 33 564 156 23 33 175 178 84 32
internal_value=0 49.5047 -57.0598 207.039 -1028.19 2098.64 3976.06 11215.7 16495.8 23549.5 35909.6 -9738.74 41867.5 -36377.7 -5687.41 -439.609 8681.88 32648.7 88212.1 -2532.59 9609.72 -15757.1 -18855.5 -41797.4 -118927 -32015.2 -62992 -7006.37 46384.5 82767.5
internal_weight=0 2.18131e+06 1.89249e+06 643291 144913 34157 27521 8847 6426 3899 1819 210 1609 185 6636 4745 2974 948 434 2026 1435 1771 1891 720 56 591 264 327 149 116
internal_count=4073804 2181312 1892492 643291 144913 34157 27521 8847 6426 3899 1819 210 1609 185 6636 4745 2974 948 434 2026 1435 1771 1891 720 56 591 264 327 149 116
is_linear=0
shrinkage=0.1


Tree=2229
num_leaves=31
num_cat=0
split_feature=2 0 4 4 6 0 0 1 7 3 4 4 1 0 4 4 0 4 6 4 0 0 0 4 0 3 6 4 6 4
split_gain=1.35202e+12 8.93407e+12 1.71059e+13 2.56355e+13 1.9086e+13 1.50074e+13 8.51056e+12 8.43607e+12 5.88996e+13 2.59242e+13 1.88083e+13 2.95084e+13 2.04723e+13 3.08539e+13 2.55234e+13 1.69769e+13 2.09656e+13 2.38058e+13 1.55822e+13 1.53945e+13 6.65996e+13 1.80433e+13 3.01241e+13 3.215e+13 2.36212e+13 2.22352e+13 1.51408e+13 1.41637e+13 2.39108e+13 1.28112e+13
threshold=451.00000000000006 54.431501800000014 13.500000000000002 3.5000000000000004 59.815000000000005 54.188398350000007 56.760749800000006 36.593086150000012 6.0000000000000009 15.500000000000002 14.500000000000002 13.500000000000002 36.049731800000011 56.324067350000007 6.5000000000000009 12.500000000000002 55.702806750000008 10.500000000000002 32.805000000000007 11.500000000000002 55.876067900000002 55.520061350000013 55.649510000000014 8.5000000000000018 55.539595350000006 7.5000000000000009 67.445000000000007 4.5000000000000009 49.895000000000003 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 8 9 18 11 12 13 -10 -14 16 17 -16 -3 21 -21 27 23 24 -23 -24 -25 28 -20 -30
right_child=-2 6 -4 4 -6 -7 -8 -9 10 -11 -12 -13 14 -15 15 -17 -18 -19 19 20 -22 22 25 26 -26 -27 -28 -29 29 -31
leaf_value=-31447.628315305101 -25.725974230248326 4157.8918548502124 -62175.102617187498 48442.511448317309 -12533.534501139324 140070.93674242424 -25170.088695371243 163.46676906936875 33380.801209478268 106396.68453124999 -7168.6462669067378 119856.85691287879 -31755.647471308075 149672.24737500001 125323.00697916668 -21295.181372070314 10425.729679267351 26841.210364221643 2214.9412294092722 -23159.930193865745 143604.27780618108 -63740.768931801809 -9825.705108163309 -50887.019260266694 -11948.200080185314 83169.671844951925 -119260.86589543271 6120.7029449053261 -9195.9374314692977 -68598.806515625009
leaf_weight=39 3396489 932 20 39 24 33 133 670441 261 20 200 33 113 25 45 64 129 54 265 81 34 103 2313 191 607 26 39 894 57 100
leaf_count=39 3396489 932 20 39 24 33 133 670441 261 20 200 33 113 25 45 64 129 54 265 81 34 103 2313 191 607 26 39 894 57 100
internal_value=0 129.006 24134.4 36921 64695.8 90438.9 123.512 128.481 -3433.05 -7253.34 19976.6 27475.2 23063.4 43546.1 8599.01 24215.7 36990.7 71605.7 -7656.21 -9993.95 26144.3 -10898.4 -14868.2 -29987.7 -19461.8 -8791.98 -62480.8 -1006.98 -16106.8 -47032.2
internal_weight=0 677315 155 135 96 72 677160 677027 6586 5662 924 724 691 286 405 292 228 99 5642 4710 115 4595 3279 940 710 2339 230 1316 422 157
internal_count=4073804 677315 155 135 96 72 677160 677027 6586 5662 924 724 691 286 405 292 228 99 5642 4710 115 4595 3279 940 710 2339 230 1316 422 157
is_linear=0
shrinkage=0.1


Tree=2230
num_leaves=31
num_cat=0
split_feature=6 1 1 1 0 4 0 0 2 6 0 0 4 1 1 4 4 0 4 3 0 1 1 0 1 4 0 1 1 0
split_gain=1.1974e+12 6.01258e+12 1.45591e+13 1.20296e+13 2.53248e+13 1.02409e+13 2.49328e+13 9.70646e+12 1.06849e+13 1.34919e+13 1.44325e+13 1.56916e+13 1.32609e+13 1.10605e+13 1.90462e+13 1.98132e+13 2.13739e+13 2.16116e+13 2.07209e+13 1.80665e+13 1.80116e+13 1.76334e+13 1.64586e+13 1.407e+13 1.54194e+13 1.37191e+13 2.01208e+13 1.72099e+13 1.16203e+13 1.03122e+13
threshold=31.410000000000004 37.475446350000006 37.374856000000008 37.131181300000009 55.972700350000004 26.500000000000004 55.702806750000008 56.262014700000009 2875.5000000000005 28.980000000000004 59.838047850000002 59.898927250000007 24.500000000000004 30.452677500000004 30.438492500000006 13.500000000000002 18.500000000000004 59.882709350000006 12.500000000000002 9.5000000000000018 59.905532300000012 30.303340300000002 30.345769800000003 60.002985000000002 30.277905650000005 9.5000000000000018 59.882709350000006 30.345769800000003 30.509101000000005 59.848366150000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 10 -9 12 -12 14 15 18 17 -17 19 23 -21 -20 -18 24 -11 27 -27 -26 29 -15
right_child=-2 -3 5 4 -6 6 -8 8 -10 13 11 -13 -14 28 -16 16 22 -19 21 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=5025.2715540916088 15.014769134002362 -364.73038302588594 7000.9691843989895 -2222.5458317430143 -28839.54264981017 42231.120127467111 -57421.147019504861 10214.685545785087 -4111.0958221425708 6216.1341041076703 -15508.043719963645 -2516.8612070449794 -71971.179771839496 -5770.7846719344861 -19319.243879515736 -6835.0851637294536 -4805.8917093103928 33542.890162984324 11317.971520057092 -30564.950234374999 80809.193727889156 -37297.330482667865 13473.098147387544 9248.2145347556434 -18503.815607581113 -20758.324011677068 41785.919532488399 -2751.6450865619736 1508.6080524528902 19039.1733029965
leaf_weight=4988 3783601 255055 4512 4057 392 38 74 616 4652 1547 761 2469 44 197 423 173 1003 567 104 20 53 264 968 1377 975 82 138 2403 1131 1120
leaf_count=4988 3783601 255055 4512 4057 392 38 74 616 4652 1547 761 2469 44 197 423 173 1003 567 104 20 53 264 968 1377 975 82 138 2403 1131 1120
internal_value=0 -195.759 1030.4 238.252 -4567.76 6259.51 -23610.6 1058.27 119.9 1317.5 -3827.82 -6469.91 -18594.2 2912.98 1450.94 2359.12 9611.95 24103.2 -464.719 823.895 50295.7 -23558.2 4171.31 270.163 -2132.71 -5722.39 18474 -7298.23 8943.33 15328
internal_weight=0 290203 35148 30524 4449 4624 112 26075 21087 16435 3890 3274 805 12545 10097 9674 2711 740 6963 6595 73 368 1971 6522 5145 3598 220 3378 2448 1317
internal_count=4073804 290203 35148 30524 4449 4624 112 26075 21087 16435 3890 3274 805 12545 10097 9674 2711 740 6963 6595 73 368 1971 6522 5145 3598 220 3378 2448 1317
is_linear=0
shrinkage=0.1


Tree=2231
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 0 1 1 6 1 0 0 0 1 1 1 6 6 5 1 0 1 1 0 6 1 0 0 0 1
split_gain=1.288e+12 7.89031e+12 1.5558e+13 2.00029e+13 3.1648e+13 2.13597e+13 2.09716e+13 3.03477e+13 2.86384e+13 2.15825e+13 3.81861e+13 2.09462e+13 1.96834e+13 8.56371e+13 2.87132e+13 2.64999e+13 2.47422e+13 2.46887e+13 2.13985e+13 2.6664e+13 1.92117e+13 1.85499e+13 2.61384e+13 2.29115e+13 3.55419e+13 1.84918e+13 1.83583e+13 1.82865e+13 1.81588e+13 3.52684e+13
threshold=5.5000000000000009 55.145978450000008 52.02416370000001 45.126607350000008 43.56803845000001 53.310923100000004 83.754481100000007 50.298521650000005 67.00500000000001 49.692247900000005 53.175387700000009 54.188398350000007 54.947152850000002 38.657016300000002 43.047633000000012 39.105193450000009 45.005000000000003 47.005000000000003 2.5000000000000004 38.109452700000006 53.244414800000008 45.71452080000001 47.504912950000005 54.188398350000007 64.805000000000021 30.624707450000006 55.080855950000007 54.431501800000014 53.715816400000008 83.117716000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 7 9 -9 10 -5 20 18 16 15 17 25 -15 19 -4 -6 23 -23 24 -7 -14 -19 -13 -24 -30
right_child=-2 -3 3 5 11 21 -8 8 -10 -11 -12 27 13 14 -16 -17 -18 26 -20 -21 -22 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=334.34844792056219 -35.1594778684251 352.45754293274354 4499.6359712621243 -3837.9635985597774 25.490717026801526 8124.3572977484691 -381.61352688595622 -7501.555748898516 -28488.684632877819 -498.47027682665185 -38209.361644355398 4788.9408315607479 -55514.177747542133 -1413.5345643427684 97743.502734375012 -28778.323694479892 -29172.88323160505 5130.0220455666304 -5655.2745735781564 -4978.1189919596136 -22451.101516435734 -19186.768203169817 2071.6077895294934 -367.2877475027181 43457.019594439342 -8719.6326218917548 29287.519362114861 -32936.25905631511 26.737383485739016 -4898.6030937493333
leaf_weight=294309 2928705 572471 9941 1311 482 2401 28628 7490 712 13898 429 896 89 2264 32 251 1345 699 5550 4232 1802 715 33762 2987 323 1651 572 150 139477 16230
leaf_count=294309 2928705 572471 9941 1311 482 2401 28628 7490 712 13898 429 896 89 2264 32 251 1345 699 5550 4232 1802 715 33762 2987 323 1651 572 150 139477 16230
internal_value=0 89.9239 -172.538 -708.546 -3149.6 -414.121 -2206.04 -4396.88 -9323.41 -1812.96 -12312.3 -12340.6 -2000.12 -6595.95 3416.07 2618.79 -18986.8 4848.12 -391.588 1669.62 -17707.8 65.8216 -102.806 5681.34 12313.9 -11113.1 16001.8 -620.983 -30.7884 -486.652
internal_weight=0 1.1451e+06 572628 278319 29956 248363 52468 23840 8202 15638 1740 3330 26626 6903 3818 3786 3085 3535 19723 14173 2284 195895 190184 5711 2724 1740 1271 1046 189469 155707
internal_count=4073804 1145099 572628 278319 29956 248363 52468 23840 8202 15638 1740 3330 26626 6903 3818 3786 3085 3535 19723 14173 2284 195895 190184 5711 2724 1740 1271 1046 189469 155707
is_linear=0
shrinkage=0.1


Tree=2232
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 1 2 6 6 2 0 6 1 1 1 0 6 0 1 5 0 5 6 1 6 6 6 0 0 0
split_gain=1.30187e+12 5.3797e+12 1.49898e+13 2.21092e+13 6.04604e+12 8.0432e+12 7.23953e+12 1.13277e+13 7.24232e+12 8.60145e+12 1.00816e+13 6.67107e+12 5.68943e+12 6.19603e+12 9.80088e+12 6.9593e+12 6.5868e+12 5.93801e+12 6.97603e+12 9.79644e+12 5.41835e+12 7.39655e+12 1.04815e+13 9.64023e+12 1.36522e+13 1.99714e+13 8.06137e+12 5.06979e+13 2.87932e+13 1.15709e+13
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 30.277905650000005 37.649344350000007 37.600779750000008 2421.5000000000005 247.90000000000001 134.05000000000004 2865.5000000000005 54.916864950000011 80.720000000000013 38.948208550000011 53.187400150000009 55.90712030000001 55.214863500000007 84.00500000000001 57.719618750000002 48.411058050000008 2.5000000000000004 47.245981600000007 2.5000000000000004 52.610000000000007 30.084656550000002 61.805000000000007 58.995000000000012 189.00000000000003 54.992080650000005 55.676890650000011 57.634352600000007
decision_type=2 2 2 2 2 2 2 2 2 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 11 -6 8 12 -10 -11 -4 -8 17 -15 16 -16 18 -14 -20 -1 22 -22 24 25 -24 -23 -28 -29 -30
right_child=-2 2 4 -5 6 -7 7 -9 9 10 -12 -13 13 14 15 -17 -18 -19 19 -21 21 26 23 -25 -26 -27 27 28 29 -31
leaf_value=-924.91880017626227 -9.5121413323879391 25368.363722826089 193.95903899629241 -106952.46937779018 -20210.793999048608 88323.371865234381 30016.335627335258 82768.010078125008 20453.00135416667 8325.3162841796875 -82740.082144657266 65824.643517485121 7275.0828597223681 77980.129657451922 15323.057317378603 -6133.2505232900949 63293.846714381165 -32910.284465060766 -49.752540308115435 -79161.033763586951 524.34965568769235 2353.6072294964611 12896.90756610577 -4500.6665509571885 -24339.123819040698 112692.66255387932 -78895.490345803293 136729.86812500001 -30103.406527777781 51773.176004464287
leaf_weight=28882 3961637 23 59 28 97 20 115 20 30 20 31 21 745 26 116 106 38 45 49 23 52732 22773 65 5860 43 29 78 20 45 28
leaf_count=28882 3961637 23 59 28 97 20 115 20 30 20 31 21 745 26 116 106 38 45 49 23 52732 22773 65 5860 43 29 78 20 45 28
internal_value=0 335.96 6071.22 -47278.4 7814.23 31602.3 6186.02 8063.21 6951.54 -22035.1 -47028.2 17422 8810.54 6686.26 19440.6 13586.6 27160 2454.56 4402.44 -25321.4 252.335 668.646 73.829 -3887.63 22334.3 43685 2191.18 -19440.1 30425.7 1301.31
internal_weight=0 112167 1612 51 1561 100 1461 1364 1344 81 51 80 1263 1148 286 260 154 862 817 72 110555 81673 58729 5997 137 94 22944 171 93 73
internal_count=4073804 112167 1612 51 1561 100 1461 1364 1344 81 51 80 1263 1148 286 260 154 862 817 72 110555 81673 58729 5997 137 94 22944 171 93 73
is_linear=0
shrinkage=0.1


Tree=2233
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 7 1 1 4 4 1 0 4 4 1 1 1 4 5 6 3 0 0 7 1 4 6 1 4
split_gain=1.22697e+12 2.26375e+13 1.25006e+14 5.71356e+13 7.72755e+13 2.44703e+14 5.8425e+13 6.34004e+13 5.57721e+13 7.02306e+13 6.83397e+13 1.80691e+14 1.26373e+14 1.1026e+14 8.66374e+13 1.54943e+14 1.01405e+14 7.48298e+13 7.77307e+13 7.46318e+13 1.3965e+14 8.92267e+13 5.39108e+13 5.09155e+13 1.14056e+14 4.94187e+13 8.70459e+13 4.92165e+13 4.76034e+13 6.51399e+13
threshold=55.876067900000002 55.93962770000001 50.815483650000004 37.780517050000007 37.290808600000013 37.318079750000003 6.0000000000000009 37.843405600000004 37.71815560000001 17.500000000000004 9.5000000000000018 37.401708450000008 55.897267000000006 7.5000000000000009 21.500000000000004 37.475446350000006 37.46219940000001 37.425454150000007 13.500000000000002 3.5000000000000004 87.395000000000024 20.500000000000004 55.883833400000007 55.897267000000006 6.0000000000000009 36.865631950000008 6.5000000000000009 43.905000000000008 37.768783500000005 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 25 -6 -5 -8 10 -10 11 12 13 -7 16 19 17 18 -12 20 22 -22 -16 24 -20 26 -2 -11 -29 -30
right_child=1 -3 -4 6 5 8 7 -9 9 27 14 -13 -14 -15 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=37.218883526863735 -11293.524300992489 25.224536243695297 -37947.637288371683 -3456.2079136176822 159553.11327327808 71264.806058467744 -51164.248607807778 -11783.967540636662 4574.8222205696902 6573.0433950861889 46866.974056884763 5402.7216595770915 -26706.052550643533 216421.80756403285 -15411.850768930288 -1356.7918708534626 -3657.2402744420056 -45405.371441656112 40216.099096383165 -41386.543644359277 146881.09849146794 -10772.2591796875 28513.448295299117 -27726.312990303817 -188128.40677083333 -20012.921257715938 73541.905105054451 54564.584536023089 -134363.13808593751 27577.228029103324
leaf_weight=2790408 453 1206338 942 22905 98 155 496 2326 7487 597 200 5792 78 79 325 13076 13383 1067 247 159 152 47 1992 1278 24 2680 165 712 32 111
leaf_count=2790408 453 1206338 942 22905 98 155 496 2326 7487 597 200 5792 78 79 325 13076 13383 1067 247 159 152 47 1992 1278 24 2680 165 712 32 111
internal_value=0 -80.9227 -1742.65 -1294.58 663.099 1699.46 -5128.91 -18705.5 1370.27 8478.27 -299.426 9395.95 83526.6 120271 -2151.71 3129.18 -7286.56 -24534.8 -11802.5 25057.6 29256.6 109646 22352.2 -19377.6 19993.7 -14134.7 11356.7 28605.7 43990 -8661.18
internal_weight=0 1.2834e+06 77058 76116 50389 47091 25727 2822 46993 8939 38054 6104 312 234 31950 15751 16199 2816 1749 2675 2516 199 2317 1549 271 3298 618 1452 855 143
internal_count=4073804 1283396 77058 76116 50389 47091 25727 2822 46993 8939 38054 6104 312 234 31950 15751 16199 2816 1749 2675 2516 199 2317 1549 271 3298 618 1452 855 143
is_linear=0
shrinkage=0.1


Tree=2234
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 0 1 0 1 6 0 6 4 4 7 0 1 6 1 7 0 1 0 3 0 4 0 6 0 1
split_gain=1.2499e+12 9.10984e+12 3.66292e+13 7.09501e+13 1.12361e+14 5.60979e+13 7.48405e+13 5.94847e+13 1.6078e+14 8.13219e+13 5.18611e+13 1.05462e+14 4.84982e+13 5.05776e+13 1.27222e+14 4.00806e+14 1.02419e+14 1.41924e+14 5.42366e+13 4.10366e+13 3.97396e+13 4.71741e+13 4.36652e+13 3.78098e+13 4.82234e+13 5.70755e+13 3.76005e+13 4.07789e+13 3.75683e+13 3.92881e+13
threshold=451.00000000000006 37.978059650000013 55.60524465000001 38.011626600000007 55.737027400000009 55.753967500000009 38.430814800000007 55.93962770000001 38.109452700000006 63.415000000000006 56.006509350000009 66.010000000000005 23.500000000000004 16.500000000000004 6.0000000000000009 55.775215600000003 38.247071200000008 39.355000000000011 38.247071200000008 6.0000000000000009 55.866549750000011 38.066230450000006 55.910578700000009 18.500000000000004 55.633951400000008 21.500000000000004 55.791814000000009 86.920000000000016 55.850146250000009 38.247071200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 23 6 19 8 9 -7 11 -9 13 14 -10 16 17 -16 -15 -6 21 -11 -22 24 -5 -26 27 -20 -17 -30
right_child=-2 2 3 4 5 7 -8 10 12 20 -12 -13 -14 18 15 28 -18 -19 26 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-42.460027816384496 -24.735359820763396 3168.7834473401804 6179.7614780832855 2222.536319533087 13968.041709379733 -15261.072525131398 -23451.083674901325 9877.8623300775907 -926.13656726519662 -127833.11820436509 1978.5529549050243 73491.666349551553 124312.72980326992 -38176.940792941248 131806.19489583335 -12294.795557813353 -6943.5916278545674 336871.23703703703 -23222.087119509142 47459.554896248621 -24012.256113324369 -37540.400240946263 -97629.793929368621 -48375.654535790476 -14781.827898412505 154371.51109374998 3842.3020236761895 -142730.413230896 -3694.477828829406 76724.916018651551
leaf_weight=561569 3396489 44842 13043 2286 2247 2767 480 1826 24210 126 11579 304 31 710 90 458 26 54 265 437 453 107 98 271 7599 20 1142 32 122 121
leaf_count=561569 3396489 44842 13043 2286 2247 2767 480 1826 24210 126 11579 304 31 710 90 458 26 54 265 437 453 107 98 271 7599 20 1142 32 122 121
internal_value=0 124.039 931.848 -482.864 -1984.75 50.9421 12917 -863.42 -3301.58 -23316.4 4616.54 18957 -694.471 -836.785 424.755 37973.6 175724 208706 -15560.2 19421 -51746.3 -86368.2 -37105.8 -11524.1 -10515.8 -14337.8 -4401.19 -36098.4 4567.72 36349.7
internal_weight=0 677315 115746 70904 57861 47685 3164 44521 30812 3551 13709 2130 27261 27230 25081 871 170 144 2149 2684 784 233 551 10176 9905 7619 1439 297 701 243
internal_count=4073804 677315 115746 70904 57861 47685 3164 44521 30812 3551 13709 2130 27261 27230 25081 871 170 144 2149 2684 784 233 551 10176 9905 7619 1439 297 701 243
is_linear=0
shrinkage=0.1


Tree=2235
num_leaves=31
num_cat=0
split_feature=4 0 4 0 6 6 3 6 6 6 0 6 6 1 6 1 6 1 6 4 6 0 7 6 6 4 4 6 3 4
split_gain=1.17177e+12 1.30964e+13 1.46228e+13 1.70514e+13 2.20084e+13 3.59552e+13 3.06498e+13 2.53269e+13 2.32371e+13 2.08444e+13 2.19785e+13 2.10783e+13 1.92775e+13 1.86131e+13 1.66671e+13 4.02028e+13 6.0235e+13 2.8697e+13 2.38831e+13 2.0006e+13 1.60405e+13 2.51259e+13 1.60169e+13 1.51701e+13 2.07171e+13 1.39485e+13 1.37437e+13 1.38814e+13 1.34504e+13 1.24514e+13
threshold=19.500000000000004 60.042359000000012 20.500000000000004 60.064438250000002 37.705000000000005 84.00500000000001 14.500000000000002 37.310000000000009 58.305000000000007 68.515000000000015 60.05226170000001 61.025000000000006 38.205000000000005 30.362494150000003 80.030000000000015 30.303340300000002 76.605000000000004 30.330566300000005 79.710000000000022 25.500000000000004 67.91500000000002 60.05226170000001 6.0000000000000009 112.00500000000001 114.05000000000001 21.500000000000004 25.500000000000004 112.00500000000001 17.500000000000004 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 20 4 7 8 -7 25 -6 10 -10 -12 -5 -9 15 16 -11 -17 -19 -16 -3 -22 23 28 -25 -4 27 -24 -8 -21
right_child=1 2 3 12 5 6 22 13 9 14 11 -13 -14 -15 19 17 -18 18 -20 29 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=19.472032871432543 -252.7788298081594 -15811.628443961943 28925.893074393141 7236.7036705729888 7618.2122907969087 6278.1398145392204 -12495.083873820755 -36461.301215087115 22667.016852879693 74689.016198730475 3203.227666332104 74438.169562174488 -5099.5082631341993 18419.968224503158 42251.286484736687 83930.385646373834 -81354.524562786697 -403.1470300292969 79396.307770817468 -31479.33926309122 -60212.711759159487 45160.540497003945 -930.65813468557883 59600.091522216797 -40629.772559330384 -252.38789610714184 -26797.729528916621 74634.930960648155 -72133.834005182434 44013.866658266132
leaf_weight=3599339 456221 745 175 1841 4374 1191 53 313 711 32 54 180 4061 77 270 53 109 440 41 74 29 103 244 32 58 2568 226 27 132 31
leaf_count=3599339 456221 745 175 1841 4374 1191 53 313 711 32 54 180 4061 77 270 53 109 440 41 74 29 103 244 32 58 2568 226 27 132 31
internal_value=0 -147.717 2479.53 3115.73 5363.91 8050.57 -3782.06 -1781.09 11697.5 20641.3 31416 57999.3 -1251.5 -25625.8 10944.2 1553.45 -45940.4 14094 6398.89 27847.5 -10118.9 22010.4 -19302.4 -38666.3 -4992.49 1609.15 -8587.98 6598.02 -55048.1 -9190.87
internal_weight=0 474465 18244 17367 11465 8332 1963 3133 6369 1995 945 234 5902 390 1050 675 141 534 481 375 877 132 772 275 90 2743 497 271 185 105
internal_count=4073804 474465 18244 17367 11465 8332 1963 3133 6369 1995 945 234 5902 390 1050 675 141 534 481 375 877 132 772 275 90 2743 497 271 185 105
is_linear=0
shrinkage=0.1


Tree=2236
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 6 6 0 4 4 3 6 3 1 4 7 0 3 4 1 4 4 7 1 0 0 4 6 6
split_gain=1.2032e+12 1.72232e+13 3.88367e+13 3.74022e+13 3.67982e+13 2.81361e+13 2.26344e+13 2.90613e+13 7.31065e+13 3.48842e+13 4.94142e+13 3.2393e+13 2.53907e+13 5.7987e+13 2.60124e+13 4.29319e+13 4.21728e+13 4.18767e+13 3.19808e+13 2.60874e+13 2.35768e+13 2.29143e+13 2.25437e+13 2.2345e+13 3.46054e+13 6.62377e+13 2.21602e+13 2.20044e+13 2.19025e+13 2.11064e+13
threshold=56.888401950000009 56.838524800000009 60.636764050000004 60.770858000000011 25.500000000000004 53.252814850000007 189.00000000000003 118.04500000000002 56.850115550000005 11.500000000000002 21.500000000000004 14.500000000000002 87.395000000000024 13.500000000000002 60.605526900000008 9.5000000000000018 6.0000000000000009 56.858606850000008 6.5000000000000009 9.5000000000000018 60.590708550000009 18.500000000000004 15.500000000000002 6.0000000000000009 60.66055595000001 56.850115550000005 56.850115550000005 27.500000000000004 189.00000000000003 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 5 4 23 27 7 12 9 20 -11 -10 14 -14 19 16 -16 18 -17 -7 -9 -15 -19 -4 25 -25 -6 28 -3 -20
right_child=-2 2 3 -5 26 6 -8 8 11 10 -12 -13 13 21 15 17 -18 22 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.3643887428112018 -116.31381446962074 3868.9664055293965 9538.4408833953094 -22795.131352794331 14586.392014595194 967.09907726358927 -90886.264146205358 -89081.49823369566 -33187.922060885285 96204.930765149926 -26369.85630126953 94592.064524147732 -20071.880724131268 -25061.855673513106 -4694.9348634243443 7433.3055077663275 55886.318116465343 39849.084006559635 33462.039214410957 -5520.5836363380786 33647.451020408167 43598.710835069447 1401.3523978635542 94940.567240849254 1989.9964177462423 21236.34249990591 -22201.64414207176 -67605.688735465112 86672.935424804688 76706.91196220291
leaf_weight=3283507 729992 18323 5919 373 235 13096 28 23 202 185 40 22 1590 62 3343 423 119 167 550 11767 49 225 1757 162 395 493 540 43 32 142
leaf_count=3283507 729992 18323 5919 373 235 13096 28 23 202 185 40 22 1590 62 3343 423 119 167 550 11767 49 225 1757 162 395 493 540 43 32 142
internal_value=0 25.3926 1700.06 8134.82 9624.6 699.238 -1014.08 -939.544 22495.3 55026.8 74413.9 -20638.1 -1306.85 -12604.4 -630.739 5001.24 -2612.56 13674.8 29094.9 -2103.35 -5557.63 28766.1 4738.55 11923.4 25367.6 39465.5 -11046.6 3845.94 4013.33 42336
internal_weight=0 3.34381e+06 60305 8117 7744 52188 33790 33762 521 297 225 224 33241 1877 31364 6501 3462 3039 1115 24863 72 287 1924 6969 1050 655 775 18398 18355 692
internal_count=4073804 3343812 60305 8117 7744 52188 33790 33762 521 297 225 224 33241 1877 31364 6501 3462 3039 1115 24863 72 287 1924 6969 1050 655 775 18398 18355 692
is_linear=0
shrinkage=0.1


Tree=2237
num_leaves=31
num_cat=0
split_feature=3 2 1 6 6 6 5 4 1 1 6 0 7 6 1 4 1 6 6 3 3 1 5 4 4 4 1 4 1 5
split_gain=1.18819e+12 7.42498e+12 2.90863e+13 4.88426e+13 5.59155e+13 3.41838e+13 3.43642e+13 3.39275e+13 4.50783e+13 7.86137e+13 8.93331e+13 3.83343e+13 5.40386e+13 4.01877e+13 3.54354e+13 3.27563e+13 3.46496e+13 4.56926e+13 6.50051e+13 6.39184e+13 3.84361e+13 4.21454e+13 3.62502e+13 3.25943e+13 6.10905e+13 3.21015e+13 4.45563e+13 2.7604e+13 2.72764e+13 4.26555e+13
threshold=10.500000000000002 2875.5000000000005 39.908802000000009 93.050000000000011 105.00500000000001 100.05000000000001 3.5000000000000004 15.500000000000002 39.939672500000007 40.377616600000003 77.565000000000012 51.567244500000008 6.0000000000000009 78.010000000000005 39.939672500000007 11.500000000000002 55.957851400000003 128.05000000000004 138.05000000000004 16.500000000000004 13.500000000000002 56.02161850000001 3.5000000000000004 25.500000000000004 30.500000000000004 18.500000000000004 44.064675150000006 14.500000000000002 43.997056950000008 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 7 5 -5 25 14 -9 10 -10 12 13 -11 -4 -6 17 27 -19 22 -18 -22 -20 -13 -25 -7 -27 -17 -29 -30
right_child=1 -3 3 4 15 6 -8 8 9 11 -12 23 -14 -15 -16 16 20 18 19 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-23.262677146591155 173.04197466901201 -327.1525573733274 -39944.756132711831 26388.625274272479 -116309.14422554348 59221.725443699048 -6799.2143377130678 22819.096382131167 -26911.220178933116 50087.707518924697 -193141.60484775642 4113.3960787442502 10329.043766922456 169737.44570312501 -3448.4092842719583 79960.620996093756 -85608.565411931835 174790.42001689191 212191.0670386905 -21820.931002987134 -65840.543552652991 56921.982940764923 55156.042354910722 -20177.873300526444 37237.968234392923 234468.8970010081 72919.006352796059 27819.043669992472 -75483.693410326086 37586.219057513299
leaf_weight=3436249 382899 231131 291 538 23 115 44 1227 189 161 39 14964 598 34 3101 32 77 37 21 102 48 67 49 1236 218 31 38 83 115 47
leaf_count=3436249 382899 231131 291 538 23 115 44 1227 189 161 39 14964 598 34 3101 32 77 37 21 102 48 67 49 1236 218 31 38 83 115 47
internal_value=0 125.38 382.732 3795.7 21464.3 40140.8 72591.2 2620.62 4292.46 2988.94 -55345.4 3761.71 25235.8 70949.7 -6579.43 1056.03 5037.44 19246.5 54546.3 28679.8 -30929.3 5681.97 102267 2724.5 -11569.4 91575.9 145499 -7387.55 -18796.3 -42679.5
internal_weight=0 637555 406424 23525 1467 766 228 22058 18666 17439 228 17211 793 195 3392 701 678 486 209 172 192 115 70 16418 1454 184 69 277 245 162
internal_count=4073804 637555 406424 23525 1467 766 228 22058 18666 17439 228 17211 793 195 3392 701 678 486 209 172 192 115 70 16418 1454 184 69 277 245 162
is_linear=0
shrinkage=0.1


Tree=2238
num_leaves=31
num_cat=0
split_feature=4 6 0 0 6 6 6 2 3 4 7 5 1 2 3 0 0 1 5 0 3 6 4 3 6 6 0 1 1 4
split_gain=1.17413e+12 7.14573e+12 1.17639e+13 4.76912e+13 3.28944e+13 2.92783e+13 2.88174e+13 2.84461e+13 2.2862e+13 2.18083e+13 1.84412e+13 2.80828e+13 2.56711e+13 5.62515e+13 2.75842e+13 2.72278e+13 2.40848e+13 1.68127e+13 3.59246e+13 2.85261e+13 3.89928e+13 1.35365e+13 1.26063e+13 1.24106e+13 1.24944e+13 1.00961e+13 1.00191e+13 1.91892e+13 9.96687e+12 1.72216e+13
threshold=25.500000000000004 98.020000000000024 56.782540950000005 55.897267000000006 99.050000000000011 105.00500000000001 106.49500000000002 2828.5000000000005 21.500000000000004 26.500000000000004 6.0000000000000009 2.5000000000000004 60.620042600000012 3338.0000000000005 32.500000000000007 56.83050475000001 60.042359000000012 37.503969450000007 3.5000000000000004 55.801384500000005 18.500000000000004 110.01500000000001 31.500000000000004 12.500000000000002 142.05000000000004 102.04000000000001 56.83050475000001 60.620042600000012 30.438492500000006 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 7 22 9 -3 -5 -7 11 -8 13 16 -14 -15 -13 18 19 -6 -21 -20 25 28 26 -4 27 -25 -12 -30
right_child=1 2 5 8 17 6 10 -9 -10 -11 23 12 14 15 -16 -17 -18 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7.0436879474202136 211.36551392470597 123476.1023393111 -8387.3586476293112 141789.56505859375 -726.94385775862065 128418.17312973485 131875.61711647728 -2805.6057373046879 27376.625378024197 10613.300377604166 24335.824494006589 -62779.439062500001 -49292.156880115333 65746.184693287039 78845.242113095243 219688.5133984375 38164.804137369792 7988.4457632572348 61730.2695713141 -231599.16671875 -42539.881258138019 -26025.231958007815 -73461.537398726854 96821.477207031261 -73859.81006835938 -60190.66997884115 -31644.433041487071 -10391.153977800124 -94307.50962357955 4960.1636954273899
leaf_weight=4004864 66432 44 174 40 29 33 22 30 31 30 153 39 84 27 21 20 60 1041 39 20 24 32 54 20 40 48 145 101 22 85
leaf_count=4004864 66432 44 174 40 29 33 22 30 31 30 153 39 84 27 21 20 60 1041 39 20 24 32 54 20 40 48 145 101 22 85
internal_value=0 409.182 5648.96 12094.5 7597.62 -1628.25 7092.46 72280.8 91834.6 72320.6 2194.51 23541.7 14046.3 41167.2 -23664.7 131254 -1601.11 3558.33 -28467.7 -77726.3 -128476 22178.5 -30128.5 -8101.91 -21751.3 -19588.1 -13915.5 7329.94 7962.42 -15450
internal_weight=0 68940 2508 1330 1259 1178 902 74 71 63 839 273 251 146 105 47 99 1185 144 73 44 71 276 566 306 222 266 121 260 107
internal_count=4073804 68940 2508 1330 1259 1178 902 74 71 63 839 273 251 146 105 47 99 1185 144 73 44 71 276 566 306 222 266 121 260 107
is_linear=0
shrinkage=0.1


Tree=2239
num_leaves=31
num_cat=0
split_feature=3 5 3 3 1 6 4 4 6 4 6 7 1 0 1 4 4 0 1 4 0 6 6 6 5 6 6 6 0 0
split_gain=1.39045e+12 5.10334e+12 6.41161e+12 2.16811e+12 1.10022e+13 9.76562e+12 1.7334e+13 7.80305e+12 1.22944e+13 3.54061e+12 2.70338e+12 3.44404e+12 2.80062e+12 2.37462e+12 1.41355e+12 1.32095e+12 3.18831e+12 1.60916e+13 4.43277e+13 1.79245e+13 3.3235e+13 1.66989e+13 1.0712e+13 1.62059e+13 2.15315e+13 1.97114e+13 3.23657e+13 2.01345e+13 2.54725e+13 3.91547e+13
threshold=36.500000000000007 2.5000000000000004 37.500000000000007 33.500000000000007 37.740454950000007 73.41500000000002 35.500000000000007 36.500000000000007 56.805000000000007 36.500000000000007 128.05000000000004 6.0000000000000009 40.965343750000009 56.838524800000009 37.768783500000005 37.500000000000007 35.500000000000007 55.759969450000007 37.503969450000007 36.500000000000007 55.685785750000008 56.805000000000007 189.00000000000003 142.05000000000004 2.5000000000000004 125.02000000000002 108.05000000000001 63.140000000000008 55.768246800000007 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 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 15 5 6 -5 -8 -9 -7 11 14 -13 -14 -6 16 -1 18 -18 21 -21 -20 23 24 25 26 27 -19 -29 -30
right_child=1 -3 -4 4 10 9 7 8 -10 -11 -12 12 13 -15 -16 -17 17 22 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.1545657796462854 -55423.988845486114 26319.940850360577 3468.0183799342108 115174.33111718751 -58411.906054687504 -37419.726675180289 -5542.4899609375007 100452.90167643229 -5706.6407031250001 18545.218066406251 17587.761177884615 25076.764877717393 -40381.207472826092 5059.8067340353264 -24312.711315524197 -3165.6514355950367 138739.28481445313 5215.5081723870444 13197.887709263392 -35067.001633522734 125643.1640372984 -69015.760290178572 65703.161056640631 -61543.205717540928 22710.145877352821 -103806.59835937501 116437.97805397728 84698.928622581851 -108441.16596403302 -16363.287982296746
leaf_weight=4070332 36 26 38 25 20 26 50 24 20 20 26 23 23 23 31 1318 32 637 84 22 31 35 25 42 360 20 22 21 53 359
leaf_count=4070332 36 26 38 25 20 26 50 24 20 20 26 23 23 23 31 1318 32 637 84 22 31 35 25 42 360 20 22 21 53 359
internal_value=0 -11791.6 -25182.1 0.289456 8349.47 26042.2 41167.8 21485.2 52198.6 -13087.1 -11645.7 -17979.7 -3414.88 -17660.7 -37684.9 -0.347997 0.67651 4276.69 30667.6 10561.3 58933.3 -10982.6 778.476 -293.596 1454.02 -5427.47 -3625.65 -6094.25 -22732.4 -28208.3
internal_weight=0 100 74 4.0737e+06 311 165 119 94 44 46 146 120 69 46 51 4.07339e+06 4.07208e+06 1743 204 172 53 119 1539 1514 1472 1112 1092 1070 433 412
internal_count=4073804 100 74 4073704 311 165 119 94 44 46 146 120 69 46 51 4073393 4072075 1743 204 172 53 119 1539 1514 1472 1112 1092 1070 433 412
is_linear=0
shrinkage=0.1


Tree=2240
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 7 4 1 1 1 0 4 6 6 1 1 0 1 4 1 1 6 4 6 4 3 4 4
split_gain=1.14758e+12 1.71511e+13 1.015e+14 4.63463e+13 2.04044e+14 5.45809e+13 5.15922e+13 6.59848e+13 5.94713e+13 7.29132e+13 5.8118e+13 4.84403e+13 4.6944e+13 1.11536e+14 8.39376e+13 5.87719e+13 4.5372e+13 4.30593e+13 1.12078e+14 1.39792e+14 9.49861e+13 7.82816e+13 7.49998e+13 8.9548e+13 7.13539e+13 6.89252e+13 5.42332e+13 6.72591e+13 4.70158e+13 1.58374e+14
threshold=55.876067900000002 55.93962770000001 50.815483650000004 37.290808600000013 37.318079750000003 37.780517050000007 7.5000000000000009 6.0000000000000009 9.5000000000000018 38.247071200000008 37.978059650000013 37.740454950000007 55.922096200000006 8.5000000000000018 66.990000000000023 59.245000000000012 37.234509300000006 37.425454150000007 55.910578700000009 37.374856000000008 5.5000000000000009 37.442254400000003 37.475446350000006 66.50500000000001 23.500000000000004 60.305000000000007 5.5000000000000009 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 2 3 12 -5 11 -7 -8 9 -9 -10 17 13 14 -2 -15 -17 18 19 20 -6 24 23 -23 26 -20 -19 -28 29 -29
right_child=1 -3 -4 4 5 6 7 8 10 -11 -12 -13 -14 15 -16 16 -18 21 25 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=35.994597173594371 -9552.1122240862387 14.132319472093631 -34148.664840779231 143601.17805723855 45153.638998909883 1030.9864354974929 -5864.224499394636 -140564.06642578126 -34654.310572578797 -1153.6633442540322 7074.0580729819021 14629.377905521977 -32145.772729938293 4087.541718531892 -73360.291636850059 83022.790161449884 -34893.13174342105 430.11140429339832 -5918.19386665413 15488.821602783572 260665.07884615386 6732.8236278089116 -350.40789721366906 59096.912854243259 21115.5761205995 -69746.422852964271 -75908.34993657055 -61137.057774286688 -35203.414579201344 79126.194984379166
leaf_weight=2790408 1541 1206338 942 98 43 10203 13860 95 1008 62 499 2554 903 347 238 231 38 632 888 3332 39 1132 35710 459 409 209 311 161 953 161
leaf_count=2790408 1541 1206338 942 98 43 10203 13860 95 1008 62 499 2554 903 347 238 231 38 632 888 3332 39 1132 35710 459 409 209 311 161 953 161
internal_value=0 -78.2608 -1524.67 -1120.92 -595.779 -790.104 -4492.78 -8123.22 -26939.1 -85510.3 -20837.2 1236.98 -12715.7 -5389.92 -18088.6 31283.6 66365.5 467.29 9728.21 18663.2 147653 -578.993 596.069 21839.7 -17263.8 -18078.7 -24341 -34211.9 -24041.3 8994.57
internal_weight=0 1.2834e+06 77058 76116 72818 72720 25727 15524 1664 157 1507 46993 3298 2395 1779 616 269 44439 4511 3414 82 39928 37301 1591 2627 1097 2218 1586 1275 322
internal_count=4073804 1283396 77058 76116 72818 72720 25727 15524 1664 157 1507 46993 3298 2395 1779 616 269 44439 4511 3414 82 39928 37301 1591 2627 1097 2218 1586 1275 322
is_linear=0
shrinkage=0.1


Tree=2241
num_leaves=31
num_cat=0
split_feature=4 7 3 0 0 4 0 0 6 0 1 0 1 6 0 6 1 0 0 0 3 0 5 6 3 6 5 1 1 4
split_gain=1.26306e+12 1.15489e+13 3.63162e+13 3.73489e+13 1.28261e+14 8.09405e+13 4.75032e+13 5.6646e+13 6.63179e+13 5.64877e+13 5.33661e+13 6.78644e+13 5.35144e+13 5.15824e+13 4.90206e+13 5.83331e+13 5.4847e+13 7.95134e+13 5.76998e+13 5.29657e+13 1.36527e+14 6.40134e+13 6.22621e+13 5.26762e+13 6.74095e+13 5.20453e+13 4.97873e+13 4.80816e+13 4.53877e+13 1.22493e+14
threshold=19.500000000000004 6.0000000000000009 3.5000000000000004 55.743464250000009 55.812023600000011 24.500000000000004 56.818587550000011 56.760749800000006 92.02500000000002 56.858606850000008 37.331232350000008 55.81943720000001 37.543519500000009 82.905000000000015 55.840017500000009 92.02500000000002 37.401708450000008 55.858844800000007 55.910578700000009 55.858844800000007 4.5000000000000009 55.883833400000007 3.5000000000000004 88.00500000000001 14.500000000000002 43.405000000000008 1.5000000000000002 37.488790500000007 37.503969450000007 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 -2 -4 5 -5 7 10 -9 13 11 -6 14 -8 15 -12 19 25 -19 20 -16 -21 -23 -20 -25 27 -27 -18 29 -7
right_child=1 -3 3 4 6 28 9 8 -10 -11 12 -13 -14 -15 16 -17 17 18 23 21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=20.216360166119109 -4849.3769465063742 234.22214651388759 -1749.9742753983523 23012.808163506699 -168212.02047413794 55081.845854967221 7154.1360901505368 -8518.3065570148738 -43512.411045446475 998.03795481857469 29975.361243209423 -14135.757063992567 -4008.4279607208937 37102.305531463622 -202611.763875 -16681.896734470276 -19567.384736143867 22386.539912222925 -13964.535317239017 -30025.65395533849 38451.647317708339 13416.216021381895 -81246.591455399364 222050.11338778411 -28430.275423177081 -165050.85122466215 -39715.865200791857 146459.4884014423 -2006.996903717135 -47031.542586059571
leaf_weight=3599339 19573 293394 83949 4140 29 442 2046 5164 605 40543 1464 2008 10401 800 25 328 53 2564 781 1219 390 810 76 22 21 37 221 26 3174 160
leaf_count=3599339 19573 293394 83949 4140 29 442 2046 5164 605 40543 1464 2008 10401 800 25 328 53 2564 781 1219 390 810 76 22 21 37 221 26 3174 160
internal_value=0 -153.363 -781.378 -288.351 1293.9 13355.7 -77.3113 -3435.68 -12188.2 1954.01 -969.599 -16329.3 727.314 15572.5 6856.03 21435.4 2672.48 10380.6 14988.4 -8721.44 23929.8 -15158.6 5296.16 -8031.84 99722.5 -35944.3 -57690.3 35074.4 2767.72 27942.1
internal_weight=0 474465 181071 161498 77549 7916 69633 26244 5769 43389 20475 2037 18438 2846 8037 1792 6245 3725 3388 2520 415 2105 886 824 43 337 258 79 3776 602
internal_count=4073804 474465 181071 161498 77549 7916 69633 26244 5769 43389 20475 2037 18438 2846 8037 1792 6245 3725 3388 2520 415 2105 886 824 43 337 258 79 3776 602
is_linear=0
shrinkage=0.1


Tree=2242
num_leaves=31
num_cat=0
split_feature=2 0 4 1 1 6 0 6 6 6 1 6 0 1 4 1 1 0 7 1 6 0 1 6 5 1 0 6 6 4
split_gain=1.30174e+12 1.00579e+13 4.72021e+13 4.68127e+13 7.65809e+13 8.6919e+13 6.36073e+13 6.54521e+13 5.75243e+13 6.74223e+13 5.82267e+13 4.50619e+13 4.40349e+13 2.13794e+14 1.67105e+14 1.57998e+14 1.02895e+14 2.69501e+14 3.38653e+14 1.96826e+14 3.02316e+14 2.45509e+14 2.81222e+14 2.53076e+14 6.48044e+14 1.67484e+14 1.65544e+14 1.49401e+14 1.13605e+14 1.75068e+14
threshold=36.000000000000007 55.667390500000003 3.5000000000000004 37.682335600000009 37.600779750000008 68.00500000000001 55.812023600000011 36.605000000000011 63.855000000000011 60.305000000000007 37.649344350000007 122.65000000000002 55.710673100000008 37.46219940000001 19.500000000000004 37.425454150000007 37.586700500000006 55.685785750000008 6.0000000000000009 37.503969450000007 42.405000000000008 55.702806750000008 37.488790500000007 68.515000000000015 2.5000000000000004 37.563506350000004 55.685785750000008 98.020000000000024 39.810000000000009 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 7 -3 9 10 -6 12 13 14 -4 -16 17 18 27 21 28 -19 23 -23 -25 -22 -18 -15 -21 -30
right_child=-2 2 11 -5 8 -7 -8 -9 -10 -11 -12 -13 -14 16 15 -17 26 19 -20 20 25 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=596.12738002942581 15.661143145618816 -21977.919801682696 -61199.125115161507 -92689.793248355272 -4868.0480174604663 45143.357346491233 -30904.162458881579 -210559.78926091269 -60626.633708333335 210948.18333333335 120184.73767903645 -40278.531741879116 243.73229750590914 18491.489604506594 -64489.511009680704 52557.84722643609 -15292.679880697186 -11418.889884854354 109325.98318943589 -13224.579219456726 81288.423747651905 -96830.205791242741 71904.445779854912 -715814.03007812507 -1647.1780381944445 6624.775085279678 1413.1764149615015 -255716.803828125 -11167.030291666668 -223830.930390625
leaf_weight=101945 3783399 26 1099 95 166 57 76 63 75 21 48 285 152949 3051 184 309 9806 2603 453 266 628 301 84 24 27 576 15013 20 75 80
leaf_count=101945 3783399 26 1099 95 166 57 76 63 75 21 48 285 152949 3051 184 309 9806 2603 453 266 628 301 84 24 27 576 15013 20 75 80
internal_value=0 -204.034 -636.87 -28028.8 -16482.2 -61316.4 -98093.4 -155468 15624.8 39960.4 23181.2 -545.434 -485.055 -3706.75 -39499.7 8872.83 -1980.37 7740.33 28611.8 -8029.6 20063.5 -23051.4 -92499.8 -131733 -337726 45568.9 -5187.32 16705.7 -52878.2 -120929
internal_weight=0 290405 188460 627 532 222 165 89 310 235 214 187833 187548 34599 1592 493 33007 8188 3524 4664 1625 3039 436 352 51 1204 24819 3071 421 155
internal_count=4073804 290405 188460 627 532 222 165 89 310 235 214 187833 187548 34599 1592 493 33007 8188 3524 4664 1625 3039 436 352 51 1204 24819 3071 421 155
is_linear=0
shrinkage=0.1


Tree=2243
num_leaves=31
num_cat=0
split_feature=2 0 0 0 6 0 4 1 4 1 1 4 1 4 6 4 0 4 3 4 4 6 7 4 3 4 3 6 5 4
split_gain=1.21962e+12 8.28119e+12 2.67029e+13 7.0192e+13 4.51476e+13 4.42907e+13 5.09552e+13 1.18203e+14 6.70418e+13 4.98881e+13 4.18488e+13 3.74704e+13 3.54107e+13 4.53206e+13 6.41155e+13 1.71949e+14 3.84921e+13 3.44883e+13 4.89289e+13 3.24145e+13 9.44851e+13 8.7333e+13 8.14294e+13 7.39408e+13 1.16522e+14 9.94608e+13 6.02102e+13 4.07816e+13 6.01068e+13 7.01033e+13
threshold=451.00000000000006 56.041614100000011 56.288960650000007 56.228352100000002 69.605000000000004 56.148747500000006 7.5000000000000009 37.978059650000013 6.5000000000000009 37.331232350000008 37.517483500000004 4.5000000000000009 38.166910000000009 4.5000000000000009 79.710000000000022 13.500000000000002 56.342669500000007 18.500000000000004 17.500000000000004 23.500000000000004 26.500000000000004 56.205000000000005 6.0000000000000009 14.500000000000002 6.5000000000000009 15.500000000000002 14.500000000000002 65.805000000000021 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 -1 3 5 -5 -3 8 10 9 11 -8 -7 17 16 19 -16 -14 18 -4 22 21 -21 26 24 -24 -25 27 -15 -29 -30
right_child=-2 2 12 4 -6 6 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=205.77718375257291 -24.433885438373803 -7938.4935444760922 -832.8268725100545 -16003.132756483124 -61177.249031706786 -22535.157654208826 8508.1486049616851 186410.41778846155 -99357.370662006593 -33772.614535918328 64335.735848847522 14407.096831006371 -54935.977059936529 13263.612348028579 219132.82467231029 -45108.020823868465 1641.8593267771823 98366.765401785728 -157318.94294921876 1251.920809659091 56710.56579101563 -225500.83053571428 76013.648242187497 -150878.84904891305 369278.38312499999 84436.288296136627 130964.27469512197 102173.19080528847 65368.81676136364 -100303.29517141698
leaf_weight=640981 3396489 5246 20879 2050 248 366 2814 39 76 424 141 1099 160 1646 53 46 484 35 20 33 60 35 42 23 20 82 41 26 33 113
leaf_count=640981 3396489 5246 20879 2050 248 366 2814 39 76 424 141 1099 160 1646 53 46 484 35 20 33 60 35 42 23 20 82 41 26 33 113
internal_value=0 122.527 -1346.12 -5088.83 -20878.3 -1533.3 5242.6 13454.7 -7269.83 -3564.88 11172 5177.84 617.507 10979.6 17666.7 96354.2 -12414.7 -816.477 -982.582 14050.1 -34754.5 -115459 17133.5 84022.2 170615 32891.1 11124.7 8422.06 -37910.5 -62856.9
internal_weight=0 677315 36334 12503 2298 10205 4959 2994 1965 1889 2955 1465 23831 2897 2253 99 644 20934 20899 2154 128 68 2026 167 62 105 1859 1818 172 146
internal_count=4073804 677315 36334 12503 2298 10205 4959 2994 1965 1889 2955 1465 23831 2897 2253 99 644 20934 20899 2154 128 68 2026 167 62 105 1859 1818 172 146
is_linear=0
shrinkage=0.1


Tree=2244
num_leaves=31
num_cat=0
split_feature=2 3 6 0 4 6 1 4 6 4 0 4 6 1 0 6 6 6 6 0 1 6 1 4 7 0 7 0 1 4
split_gain=1.30395e+12 9.77885e+12 3.42099e+13 2.98574e+13 7.40049e+13 5.13911e+13 4.46238e+13 3.8958e+13 3.81128e+13 3.02664e+13 2.91098e+13 4.82174e+13 5.24943e+13 4.78239e+13 4.91425e+13 5.45224e+13 3.92293e+13 9.37533e+13 1.27889e+14 4.81623e+13 3.78358e+13 3.7806e+13 3.06508e+13 6.90216e+13 3.05011e+13 2.75908e+13 2.94395e+13 2.65497e+13 3.21971e+13 2.54269e+13
threshold=36.000000000000007 2.5000000000000004 86.030000000000015 55.622114900000007 3.5000000000000004 87.015000000000015 37.331232350000008 11.500000000000002 116.05000000000001 5.5000000000000009 55.801384500000005 16.500000000000004 72.50500000000001 37.618684050000006 55.82518790000001 63.415000000000006 53.995000000000012 56.805000000000007 56.010000000000012 55.876067900000002 37.543519500000009 62.010000000000012 37.318079750000003 13.500000000000002 6.0000000000000009 55.579943700000008 6.0000000000000009 55.520061350000013 37.586700500000006 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 10 6 -5 7 -4 -6 9 -8 22 -12 13 14 21 -16 -15 18 -18 -19 -17 24 23 -1 -13 -25 -27 -11 -29 -9
right_child=-2 -3 3 4 5 -7 8 29 -10 27 11 12 -14 16 15 20 17 19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=63.038814969166005 15.674444073609676 45.737389537741599 39739.889996933358 -113076.59335937501 7624.3535511363634 16101.189756547192 -147190.73046875 174492.97354166667 72424.365773809535 71144.745420258623 -1723.4511150023891 53272.385332031248 -15591.921668154762 19400.31833846993 5039.4289989351664 74058.943084382787 71098.184455128197 59565.36352785847 382123.15031250002 -30769.262658854168 -50018.374002511162 -150144.11481481482 -4406.1659465169359 15703.184779575893 -48220.512633367172 66408.521052123149 193439.02310500375 -35872.659004083405 49572.881999362246 60847.708839285711
leaf_weight=1109 3783399 244959 164 42 44 1434 20 45 42 29 8396 40 525 574 1051 201 39 277 20 75 28 27 30367 98 114 139 21 441 49 35
leaf_count=1109 3783399 244959 164 42 44 1434 20 45 42 29 8396 40 525 574 1051 201 39 277 20 75 28 27 30367 98 114 139 21 441 49 35
internal_value=0 -204.207 -1551.43 10211.1 17910.8 21441.9 -6325.13 83204.2 -19328 -26477.5 -2191.4 2150.86 13099.6 19257.8 7776.62 14673.3 36287.3 59871.5 176530 40317.9 58887.9 -40995.2 -3746.78 10901.1 -21858.7 57488 83081.3 -21825.8 -27328.1 124773
internal_weight=0 290405 45446 2345 1600 1558 745 124 581 539 43101 11367 2971 2446 1461 1280 985 411 59 352 229 181 31734 1367 154 258 160 519 490 80
internal_count=4073804 290405 45446 2345 1600 1558 745 124 581 539 43101 11367 2971 2446 1461 1280 985 411 59 352 229 181 31734 1367 154 258 160 519 490 80
is_linear=0
shrinkage=0.1


Tree=2245
num_leaves=31
num_cat=0
split_feature=4 0 1 1 1 6 7 4 1 4 1 1 6 6 0 5 3 4 6 4 6 6 4 3 3 6 6 6 0 1
split_gain=1.30895e+12 1.03681e+13 1.2765e+13 3.27957e+13 1.83935e+13 1.49162e+13 1.24516e+13 6.54687e+13 6.14684e+13 4.30343e+13 5.04167e+13 2.7717e+13 2.48627e+13 2.29153e+13 2.46022e+13 2.22596e+13 2.31255e+13 1.96537e+13 1.56431e+13 2.72213e+13 1.43794e+13 1.92869e+13 1.61472e+13 2.21628e+13 1.29426e+13 2.61909e+13 2.51849e+13 1.86828e+13 4.63785e+13 2.94396e+13
threshold=19.500000000000004 60.042359000000012 30.452677500000004 30.624707450000006 30.425503950000003 134.05000000000004 6.0000000000000009 20.500000000000004 30.345769800000003 21.500000000000004 30.303340300000002 30.345769800000003 61.805000000000007 90.045000000000016 60.05226170000001 1.5000000000000002 15.500000000000002 25.500000000000004 37.995000000000012 25.500000000000004 95.045000000000016 101.02000000000002 24.500000000000004 13.500000000000002 9.5000000000000018 87.015000000000015 84.810000000000016 62.010000000000012 60.064438250000002 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 10 -3 13 -10 14 -9 -12 -17 -14 -13 -20 24 -22 -23 -24 25 -11 27 -26 29 -29
right_child=1 2 3 -5 -6 -7 7 11 12 20 15 18 17 -15 -16 16 -18 -19 19 -21 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=20.580290467852933 -249.60443997311341 -16139.090369308637 -35682.527871093749 5380.7639872233076 14221.024777353547 -73843.908533653856 -83786.030920410165 -29107.529381881934 -8259.2732171161369 -9565.7480639088189 38947.38263050426 661.39585404389709 -46010.525349556847 -55316.112520292205 1792.454127995923 81713.085539090811 201561.5916294643 -10103.365664707388 17849.609654368072 317.23672658019973 98198.462679036471 -56270.862285156247 -23445.498165760873 118645.07113095239 2435.8981714704009 103141.92142857144 -50878.115607471962 -23261.0503125 9623.0887951740297 112556.21516020571
leaf_weight=3599339 456221 93 310 522 1296 26 84 276 1170 1133 88 1502 409 77 3879 69 21 243 2931 1269 36 25 23 21 2086 21 78 20 457 79
leaf_count=3599339 456221 93 310 522 1296 26 84 276 1170 1133 88 1502 409 77 3879 69 21 243 2931 1269 36 25 23 21 2086 21 78 20 457 79
internal_value=0 -156.124 2181.5 -9919.26 2759.72 1838.03 1960.33 4126.08 -1612.88 4974.91 43533 4869.45 -16979.6 -1261.84 -260.108 74709.9 109678 -32627.9 9420.06 12552.3 2348.81 38863.6 7906.21 44370.5 1359.12 -7514.74 5123.99 6777.35 23065.6 85118.4
internal_weight=0 474465 18244 832 17412 16116 16090 10018 6072 4250 271 9934 1822 4232 4155 178 90 652 5702 4200 3979 105 69 44 3874 1154 2720 2642 556 99
internal_count=4073804 474465 18244 832 17412 16116 16090 10018 6072 4250 271 9934 1822 4232 4155 178 90 652 5702 4200 3979 105 69 44 3874 1154 2720 2642 556 99
is_linear=0
shrinkage=0.1


Tree=2246
num_leaves=31
num_cat=0
split_feature=4 3 6 1 1 4 0 6 6 6 1 1 6 2 6 1 5 0 0 1 0 6 1 6 4 1 1 1 0 0
split_gain=1.21763e+12 8.3927e+12 1.3942e+13 2.39986e+13 4.7697e+13 4.2315e+13 5.04297e+13 2.75685e+13 2.57924e+13 2.70532e+13 4.45972e+13 2.05949e+13 2.43495e+13 1.93045e+13 1.74559e+13 1.71443e+13 1.69704e+13 2.15367e+13 1.69368e+13 1.44128e+13 2.32792e+13 1.36685e+13 3.18899e+13 2.23809e+13 2.85639e+13 3.62644e+13 1.8388e+13 2.9565e+13 1.80897e+13 1.35693e+13
threshold=3.5000000000000004 1.5000000000000002 88.825000000000003 37.234509300000006 37.331232350000008 2.5000000000000004 55.633951400000008 99.050000000000011 134.05000000000004 118.04500000000002 30.509101000000005 36.593086150000012 116.05000000000001 5325.0000000000009 101.02000000000002 92.948588300000011 4.5000000000000009 55.080855950000007 60.05226170000001 30.303340300000002 58.603553700000006 189.00000000000003 38.109452700000006 142.05000000000004 2.5000000000000004 39.803839700000005 47.899251850000006 61.335446300000008 47.319699650000011 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 11 29 9 10 14 12 -7 15 -9 21 17 -4 19 -19 -21 23 -23 -6 -25 -26 28 -28 -24 -8
right_child=-2 -3 3 4 13 6 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 26 24 25 -27 27 -29 -30 -31
leaf_value=663.65024491912709 -13.561986048424741 -304.08076328727333 -28511.511700581395 -92282.525681678919 9377.4410314589677 29322.421205357143 -56984.752506856719 27493.279538690476 -24189.486718750002 166721.8963125 -69343.615658967392 188330.07523148149 158538.60384375 -7799.1017354940959 145575.02308467744 90249.107331730775 -62272.446484375003 140646.18480468751 -19774.569165826615 106505.09373301631 -41010.970000000001 149100.21190476191 30011.004835094107 1876.6240804630474 -162338.04873383621 -17636.510755813953 114921.86582961312 -22429.111812500003 -40181.824252852181 39703.867578125006
leaf_weight=99015 3837650 133120 86 51 2117 35 47 21 34 25 23 27 25 865 31 26 43 20 31 23 20 21 88 137 29 43 42 25 63 21
leaf_count=99015 3837650 133120 86 51 2117 35 47 21 34 25 23 27 25 865 31 26 43 20 31 23 20 21 88 137 29 43 42 25 63 21
internal_value=0 220.391 898.008 6671.83 3719.25 26895.8 52148.9 24734.6 51051.4 76633.3 46603.8 115801 83162.5 5135.95 97888.2 9454.28 -5831.37 7651.78 40737.3 70513 37893 8635.31 31408.4 6295.34 -24923.8 -75919.1 20071.1 63671.5 725.255 -27125
internal_weight=0 236154 103034 4019 3507 512 289 202 134 100 75 87 60 3456 52 2591 223 180 94 63 43 2565 239 2326 209 72 218 67 151 68
internal_count=4073804 236154 103034 4019 3507 512 289 202 134 100 75 87 60 3456 52 2591 223 180 94 63 43 2565 239 2326 209 72 218 67 151 68
is_linear=0
shrinkage=0.1


Tree=2247
num_leaves=31
num_cat=0
split_feature=2 0 1 1 4 0 1 2 1 3 6 4 1 1 1 1 4 6 6 6 1 6 4 4 5 7 1 1 1 2
split_gain=1.22445e+12 7.41276e+12 4.71759e+13 7.208e+13 4.2186e+13 3.76725e+13 5.32133e+13 8.09774e+13 8.07334e+13 3.71457e+13 3.60894e+13 3.59341e+13 4.3766e+13 3.68251e+13 3.5907e+13 6.12928e+13 8.62036e+13 4.79535e+13 4.60653e+13 3.95946e+13 3.53645e+13 3.63368e+13 5.73858e+13 7.02761e+13 5.08484e+13 4.19876e+13 6.52407e+13 4.47733e+13 1.12431e+14 8.85503e+13
threshold=451.00000000000006 55.462387050000011 37.804148700000006 37.768783500000005 11.500000000000002 55.520061350000013 37.517483500000004 75.000000000000014 37.563506350000004 13.500000000000002 90.045000000000016 11.500000000000002 37.586700500000006 37.563506350000004 37.804148700000006 37.755233900000007 3.5000000000000004 64.405000000000015 89.00500000000001 73.995000000000019 37.755233900000007 53.995000000000012 6.5000000000000009 13.500000000000002 1.5000000000000002 6.0000000000000009 37.534144550000008 37.503969450000007 37.543519500000009 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 11 -3 12 13 -8 15 18 17 -17 -10 -16 21 -1 24 -24 -23 27 -27 -25 29 -29
right_child=-2 5 -4 4 -6 -7 7 8 14 -11 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=-289.61236161490473 -24.482234949066623 11343.343130117912 2063.4915011512471 5675.5004296567267 -27904.239566113363 116.93289554236252 -38854.116073000783 37975.863721109483 3400.8888630094693 -45259.023606111929 59214.902844765747 -886.08561997131733 -119631.08419596356 7395.321336059571 -7075.6730987840028 87444.687812003453 18924.265512003112 255100.13111979165 -138794.76423658288 -68525.10083920187 10706.920670769709 -122850.98624565972 7976.4658062254721 -15684.023498587774 -15937.635253746479 5094.6961069273721 -68609.618658786349 -114527.984375 -12555.624429568357 46782.122036939421
leaf_weight=20097 3396489 5644 30155 476 1748 597147 447 751 2409 331 162 1590 48 280 786 59 261 24 23 121 2016 45 3654 2668 3887 206 288 36 1334 622
leaf_count=20097 3396489 5644 30155 476 1748 597147 447 751 2409 331 162 1590 48 280 786 59 261 24 23 121 2016 45 3654 2668 3887 206 288 36 1334 622
internal_value=0 122.77 -873.785 -3262.69 -20717.2 232.591 5571.57 -216.103 8093.86 -13883.2 12679.1 -9491.87 -27147.6 -21041.4 2000.63 7644.57 47153.7 135923 2056.11 -15273.4 -2148.91 -2938.18 -7116.22 -2632.01 -17161.2 -10153 -37874.6 -7214.31 4129.65 37956.6
internal_weight=0 677315 67232 37077 2224 610083 12936 7130 4434 2696 5806 2365 775 727 3683 2776 344 83 2432 907 34853 32837 12740 8808 3932 5154 494 4660 1992 658
internal_count=4073804 677315 67232 37077 2224 610083 12936 7130 4434 2696 5806 2365 775 727 3683 2776 344 83 2432 907 34853 32837 12740 8808 3932 5154 494 4660 1992 658
is_linear=0
shrinkage=0.1


Tree=2248
num_leaves=31
num_cat=0
split_feature=4 0 0 0 4 1 0 4 6 2 1 6 6 6 6 1 1 6 1 6 6 1 1 4 4 6 7 1 4 0
split_gain=1.1511e+12 7.35277e+12 2.36091e+13 2.08286e+13 1.86237e+13 1.33253e+13 1.25534e+13 1.24723e+13 1.63283e+13 1.24281e+13 1.10579e+13 1.83327e+13 1.98358e+13 1.82674e+13 1.46306e+13 2.746e+13 1.1132e+13 1.02588e+13 8.96184e+12 8.91225e+12 1.26746e+13 8.087e+12 6.93931e+13 1.32986e+14 4.83468e+13 1.46122e+14 1.51811e+14 1.09756e+14 3.56652e+13 3.56648e+13
threshold=25.500000000000004 53.310923100000004 53.244414800000008 54.73499850000001 26.500000000000004 50.213874250000011 53.20799465000001 30.500000000000004 63.140000000000008 4556.0000000000009 39.231261550000006 120.05000000000001 102.04000000000001 100.05000000000001 67.91500000000002 39.008519500000006 39.069277450000008 44.605000000000011 39.763755750000009 63.855000000000011 55.805000000000007 37.600779750000008 37.682335600000009 29.500000000000004 31.500000000000004 76.605000000000004 6.0000000000000009 37.631035900000008 26.500000000000004 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 13 12 -12 14 19 -16 -17 -7 -14 20 -2 28 23 -23 25 26 -25 -28 29 -5
right_child=1 3 -4 21 7 17 -8 -9 -10 -11 11 -13 18 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-6.9742572328335575 6265.6963818780314 4040.6538161155099 32053.891837870629 10171.063883692879 -16245.598799360425 430.47682081653232 38193.273188964842 614.48337892854602 -48926.120122395834 63208.481972064394 -1105.4346909778474 80447.991435185191 -107495.60096875002 -69647.544843750002 -43804.855000000003 112338.37009393601 42503.782328125002 -78048.640180121525 -21001.758899456523 -42386.984734122991 58336.527293113424 52112.334405270747 -51.376700016181218 158214.6251855469 8373.4937824767312 -298792.19359375001 -25041.699738987867 -267554.56022727274 -2905.1549062547406 -4534.724721469639
leaf_weight=4004864 348 482 293 4857 477 31 100 219 225 33 2322 27 25 25 25 42 50 36 23 31 54 748 31909 40 2673 20 123 22 21183 2497
leaf_count=4004864 348 482 293 4857 477 31 100 219 225 33 2322 27 25 25 25 42 50 36 23 31 54 748 31909 40 2673 20 123 22 21183 2497
internal_value=0 405.149 4894.42 167.572 -11885.5 2385.68 3337.77 -20220.4 -26720.1 2177.86 1500.19 -1487.34 -2420.78 13954.3 17754.4 49130.6 74384.8 -41737.4 -66050.6 9276.3 13260.3 431.501 1438.28 14547.4 4784.14 -42017.5 -14258.1 -61836.8 -822.169 5177.81
internal_weight=0 68940 3465 65475 1403 3172 3105 921 702 3005 2972 2397 2370 575 550 117 92 67 48 433 402 64072 35535 3626 2878 205 185 145 28537 7354
internal_count=4073804 68940 3465 65475 1403 3172 3105 921 702 3005 2972 2397 2370 575 550 117 92 67 48 433 402 64072 35535 3626 2878 205 185 145 28537 7354
is_linear=0
shrinkage=0.1


Tree=2249
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 0 6 0 4 1 1 1 5 6 7 4 0 6 0 0 1 0 4 6 4 0 0 6 5 4
split_gain=1.24028e+12 9.29472e+12 3.95433e+13 7.63842e+13 9.4519e+13 8.83543e+13 6.00437e+13 8.18686e+13 7.22041e+13 5.53096e+13 5.52737e+13 5.42456e+13 7.25252e+13 8.5592e+13 8.87748e+13 8.10723e+13 1.22215e+14 6.05264e+13 6.83878e+13 6.00441e+13 1.24219e+14 1.06402e+14 1.10284e+14 8.81873e+13 5.87517e+13 5.70458e+13 8.13746e+13 7.30129e+13 5.58675e+13 6.1068e+13
threshold=36.000000000000007 75.010000000000005 69.605000000000004 70.50500000000001 37.71815560000001 55.622114900000007 65.805000000000021 55.660117850000006 19.500000000000004 37.374856000000008 37.873748150000004 37.71815560000001 2.5000000000000004 62.375000000000007 6.0000000000000009 11.500000000000002 55.721784200000009 48.945000000000007 55.753967500000009 55.783232450000007 37.755233900000007 55.79439725000001 13.500000000000002 53.005000000000003 16.500000000000004 55.866549750000011 55.649510000000014 49.485000000000007 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 6 4 9 -6 11 -8 10 -4 -9 12 -1 14 17 16 -16 18 -14 -13 23 22 -22 -21 25 26 -19 -28 29 -29
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 -12 19 13 -15 15 -17 -18 24 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-694.50273650443705 15.286956298131052 1253.3361732325548 -66080.920207790798 -2263.0772317870519 118487.21152343751 -79763.022307919789 18888.249649952686 -8633.7638162953081 12340.654775522346 -8160.2638386899025 106648.24584263394 862.97674020800741 -698.3994763604527 -19951.593808955429 -23312.343411959137 20548.202630621996 262911.68624999997 4034.6147744244904 118614.10120075506 16820.222236059319 20336.140917968751 -2571.0386512520681 127008.42029877972 57242.552048552723 47865.699758976065 12363.192050096295 -130131.0557421875 853.03373097991937 -159758.71674107143 -26125.839670335972
leaf_weight=163862 3783399 38253 180 13972 24 355 3839 4267 3188 1961 42 39099 116 4333 26 677 35 1990 82 2039 487 5374 121 734 188 1084 60 1200 28 2789
leaf_count=163862 3783399 38253 180 13972 24 355 3839 4267 3188 1961 42 39099 116 4333 26 677 35 1990 82 2039 487 5374 121 734 188 1084 60 1200 28 2789
internal_value=0 -199.159 -419.511 -5153.33 -21178.2 -67208.9 -88.2279 7012.43 931.168 -13029.8 -7510.11 -447.053 -1256.84 -8565.28 -2603.12 30497.2 140915 -5844.2 48713.8 2539.16 10024.8 1914.9 41565.3 27519.8 -7316.13 -8766.86 -12542.2 -20633.4 -18997.9 -18009.9
internal_weight=0 290405 252152 16492 2520 379 235660 11336 7497 2141 4309 224324 176470 12608 8275 738 61 7537 198 47854 8755 5982 608 2773 7339 7151 6067 4077 4017 3989
internal_count=4073804 290405 252152 16492 2520 379 235660 11336 7497 2141 4309 224324 176470 12608 8275 738 61 7537 198 47854 8755 5982 608 2773 7339 7151 6067 4077 4017 3989
is_linear=0
shrinkage=0.1


Tree=2250
num_leaves=31
num_cat=0
split_feature=4 6 5 1 0 4 0 4 1 0 0 6 4 2 1 7 6 6 1 1 4 3 7 1 4 1 1 0 6 1
split_gain=1.35316e+12 9.71454e+12 2.40906e+13 4.51776e+13 3.94277e+13 6.27396e+13 6.49473e+13 8.6498e+13 8.66203e+13 4.79766e+13 8.0006e+13 8.52322e+13 8.62917e+13 8.04587e+13 9.61692e+13 7.73691e+13 6.07217e+13 5.73648e+13 5.17609e+13 8.49194e+13 7.63147e+13 5.25456e+13 6.44931e+13 1.80727e+14 5.2388e+13 5.88337e+13 4.43778e+13 6.6395e+13 5.2328e+13 4.30643e+13
threshold=19.500000000000004 64.015000000000015 2.5000000000000004 60.636764050000004 55.737027400000009 23.500000000000004 55.759969450000007 20.500000000000004 37.682335600000009 55.685785750000008 55.667390500000003 81.705000000000013 23.500000000000004 75.000000000000014 37.631035900000008 6.0000000000000009 95.045000000000016 69.605000000000004 37.475446350000006 37.768783500000005 20.500000000000004 8.5000000000000018 6.0000000000000009 37.563506350000004 28.500000000000004 37.71815560000001 37.780517050000007 55.743464250000009 72.020000000000024 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -3 13 -13 14 15 -12 17 -11 -19 20 -20 -22 23 -23 25 -24 27 -9 -28 -15
right_child=1 2 -4 -5 5 -7 -8 26 -10 16 11 12 -14 29 -16 -17 -18 18 19 -21 21 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=20.924999078814526 128.89917754167655 -4170.1064859953904 156.99005248095577 -9284.0607012757337 223612.64813829787 -2198.5942240483755 6457.7249121473869 166398.60353260871 47591.254207002945 -5972.956788179531 26453.810094917113 37133.565401785716 -243240.08233695655 -53.204097755700666 -21640.304506835939 146432.22324969954 117034.35852272727 -15443.772451933075 10921.833838848041 -16555.265729720744 -38710.570246167452 -48546.061160714286 -316184.64360795455 -458679.17869318184 -59977.531934988838 -95882.865002893523 1377.6973588867188 -9983.0045674092071 140427.10083752649 89774.271894531266
leaf_weight=3599339 337917 17343 85424 8416 47 14445 7065 23 69 1346 82 21 23 483 80 156 33 526 51 235 53 21 22 22 70 27 50 296 59 60
leaf_count=3599339 337917 17343 85424 8416 47 14445 7065 23 69 1346 82 21 23 483 80 156 33 526 51 235 53 21 22 22 70 27 50 296 59 60
internal_value=0 -158.739 -870.561 -2587.51 -1267.9 1672.49 9021.38 42315.9 118910 -4407.59 -2657.54 26328.7 -109425 33266.2 73212 105095 -17680.7 -19554.1 -37353.7 -60357 -99054.1 -125141 -153418 -258382 -115490 -194794 21556.7 2734.16 76643 9872.48
internal_weight=0 474465 136548 51124 42708 22054 7609 544 116 20654 18248 905 44 861 318 238 2406 2373 1027 501 266 215 162 43 119 49 428 319 109 543
internal_count=4073804 474465 136548 51124 42708 22054 7609 544 116 20654 18248 905 44 861 318 238 2406 2373 1027 501 266 215 162 43 119 49 428 319 109 543
is_linear=0
shrinkage=0.1


Tree=2251
num_leaves=31
num_cat=0
split_feature=0 7 6 0 4 4 0 1 0 6 4 6 1 6 3 4 6 4 4 0 6 1 1 3 1 6 6 1 3 6
split_gain=1.26019e+12 1.56974e+13 3.08952e+13 3.29257e+13 4.06536e+13 3.63282e+13 3.40767e+13 8.0805e+13 4.51858e+13 3.65235e+13 3.27663e+13 4.50756e+13 3.14489e+13 3.48459e+13 3.86619e+13 2.94508e+13 2.91987e+13 2.89783e+13 4.49232e+13 9.96951e+13 8.31053e+13 8.36923e+13 1.99808e+14 7.21586e+13 9.53604e+13 1.055e+14 9.66521e+13 7.91946e+13 8.55006e+13 8.60521e+13
threshold=56.888401950000009 6.0000000000000009 33.005000000000003 56.986919400000012 25.500000000000004 12.500000000000002 57.125462300000009 65.64204770000002 57.14107305000001 120.05000000000001 13.500000000000002 97.020000000000024 65.574968200000015 92.02500000000002 8.5000000000000018 14.500000000000002 99.050000000000011 5.5000000000000009 8.5000000000000018 59.982409200000006 125.02000000000002 30.345769800000003 30.362494150000003 3.5000000000000004 30.277905650000005 63.140000000000008 35.57500000000001 30.303340300000002 7.5000000000000009 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 12 11 -8 -5 -14 -15 -12 -4 -10 19 20 21 23 -23 -19 25 -25 -26 -28 29 -29
right_child=1 2 3 6 -6 -7 8 -9 17 -11 15 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=25.987039630960425 187.50477130438259 3319.591528446897 1686.436758280212 6875.1436273823683 25303.284092363483 -19292.070656749493 17195.526463886337 -22486.361803733602 3394.379735162107 -55732.095852938568 -50810.140057284079 -74319.776159274203 22338.619489614754 20344.737395222983 199839.25879313154 -16420.969642013031 121119.10755208333 -10948.569618914082 -1036.3282169339166 -38052.308912257307 106356.09792444031 -260813.46628787881 -13843.89552581576 8517.1343635094945 -144690.02347301136 -51494.434889379045 64964.946650107886 33038.927009720399 -50951.532942311358 -50511.96748908548
leaf_weight=3343812 508002 16671 811 7059 293 2613 408 952 13240 88 343 62 790 24 24 909 21 2414 166155 977 67 33 4479 1052 33 406 449 1317 164 136
leaf_count=3343812 508002 16671 811 7059 293 2613 408 952 13240 88 343 62 790 24 24 909 21 2414 166155 977 67 33 4479 1052 33 406 449 1317 164 136
internal_value=0 -119.037 -820.526 -1156.69 -10456.2 -13497.5 -984.241 5052.27 -1264.28 8335.52 -17390.6 5123.3 9049.46 27365.1 110092 -25842.3 4700.96 -1118.83 -1455.14 -7492.01 -4661.92 -5371.47 -15650.2 2395.67 11451.9 -8193.91 25098.2 27810.2 17493.3 25218.6
internal_weight=0 729992 221990 205319 3738 3445 201581 8937 192644 7985 1722 470 7897 838 48 1252 832 190922 177682 11527 10550 10483 4512 5971 3557 1458 2099 2066 1617 1453
internal_count=4073804 729992 221990 205319 3738 3445 201581 8937 192644 7985 1722 470 7897 838 48 1252 832 190922 177682 11527 10550 10483 4512 5971 3557 1458 2099 2066 1617 1453
is_linear=0
shrinkage=0.1


Tree=2252
num_leaves=31
num_cat=0
split_feature=6 6 2 4 1 6 1 0 0 3 0 4 1 1 0 4 4 1 6 6 0 3 1 0 0 1 0 0 2 4
split_gain=1.29699e+12 5.88496e+12 9.47107e+12 1.4821e+13 1.26479e+13 1.84306e+13 1.89598e+13 2.37565e+13 3.93417e+13 4.06221e+13 1.47751e+13 2.00277e+13 3.12301e+13 2.75817e+13 9.64871e+12 1.00936e+13 1.04374e+13 1.1096e+13 9.94948e+12 1.09971e+13 1.36335e+13 1.73219e+13 1.25973e+13 3.47185e+13 1.98622e+13 1.42598e+13 9.9183e+12 8.99325e+12 1.21239e+13 1.11693e+13
threshold=31.705000000000002 33.57500000000001 9613.5000000000018 8.5000000000000018 37.631035900000008 32.005000000000003 37.563506350000004 55.721784200000009 55.791814000000009 2.5000000000000004 59.856552950000008 5.5000000000000009 30.425503950000003 30.303340300000002 55.080855950000007 15.500000000000002 14.500000000000002 82.860505900000007 33.005000000000003 32.410000000000004 55.026775150000006 3.5000000000000004 82.941727000000014 55.030407050000001 55.071632200000003 83.007653300000015 55.111813300000001 51.768991500000006 2506.0000000000005 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 6 10 -8 9 -9 -2 -12 13 -13 15 16 18 -18 19 -4 -21 22 23 -22 -25 -24 -16 28 29 -5
right_child=1 -3 14 27 -6 -7 7 8 -10 -11 11 12 -14 -15 26 -17 17 -19 -20 20 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-200.27656724959263 -2825.551819255425 -11.235373562509793 955.58243466330009 7431.9075711218675 417.0703948078426 598.29944549116271 -5630.1995359478578 -27681.851875 -170.92134459252452 -181617.58509765627 -11879.100901571423 -7144.5291093750002 16888.859329927884 -135366.40954350491 14412.812871780396 6865.1136357038449 -46310.739859068628 16402.706332632213 8513.4134058766558 -2217.6364718519039 -90031.38032756024 -1775.7950893834804 11106.051755415687 5500.6406181066177 -46653.963563537603 -17298.294917530577 -2127.324742473988 2415.5272843000844 247.96483459552041 -19265.591768171438
leaf_weight=299575 2814 3604074 8375 211 58830 4877 132 30 51 40 1040 25 39 51 800 1404 102 39 924 15218 83 1437 219 170 128 916 663 60837 10091 609
leaf_count=299575 2814 3604074 8375 211 58830 4877 132 30 51 40 1040 25 39 51 800 1404 102 39 924 15218 83 1437 219 170 128 916 663 60837 10091 609
internal_value=0 15.8967 590.585 939.089 -119.565 -3589.2 -8426.35 -34968.6 -66974.2 -115645 -6734.44 -16257.9 -55857.7 -93188.2 -1006.57 -1406.1 -1826.69 -28964.5 -1687.39 -2042.46 -3424.25 -9642.41 -17099.1 -32832.6 -16901.3 -11817.6 6917.18 1941.39 -702.264 -12395.9
internal_weight=0 3.77423e+06 170155 139677 67929 9099 4222 253 121 70 3969 1155 115 76 30478 29015 27611 141 27470 26546 18171 2953 1516 381 298 1135 1463 71748 10911 820
internal_count=4073804 3774229 170155 139677 67929 9099 4222 253 121 70 3969 1155 115 76 30478 29015 27611 141 27470 26546 18171 2953 1516 381 298 1135 1463 71748 10911 820
is_linear=0
shrinkage=0.1


Tree=2253
num_leaves=31
num_cat=0
split_feature=4 1 1 5 6 6 0 6 1 0 1 1 0 6 0 0 4 6 0 4 6 0 6 1 7 5 5 6 0 0
split_gain=1.20535e+12 7.90521e+12 1.88727e+13 3.82283e+13 6.7676e+13 4.86479e+13 4.73484e+13 8.24864e+13 6.48218e+13 4.14521e+13 3.65923e+13 3.50056e+13 1.14126e+14 1.00415e+14 6.10232e+13 1.0183e+14 1.03123e+14 9.38336e+13 5.84592e+13 5.62633e+13 7.39496e+13 6.44919e+13 1.23957e+14 7.60658e+13 6.90515e+13 6.42364e+13 6.00843e+13 7.35249e+13 7.452e+13 9.01864e+13
threshold=9.5000000000000018 37.600779750000008 30.425503950000003 1.5000000000000002 75.010000000000005 63.005000000000003 55.633951400000008 247.90000000000001 36.865631950000008 53.888505650000006 37.475446350000006 30.370944000000005 59.764576050000009 93.050000000000011 59.990753350000013 59.950512650000007 6.5000000000000009 35.57500000000001 59.699368850000006 4.5000000000000009 63.140000000000008 59.91832440000001 70.50500000000001 30.410676000000006 6.0000000000000009 4.5000000000000009 3.5000000000000004 58.605000000000011 59.939085000000013 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -6 -7 -1 13 -13 15 19 -17 -18 -15 20 -14 22 24 26 -21 -22 27 -23 29 -29
right_child=-2 -3 3 -5 6 10 7 -9 -10 -11 -12 12 14 18 -16 16 17 -19 -20 21 25 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=201.33990422979545 50.665848551258108 -148.66004025113145 -951.87702690062292 2061.7971523049564 94817.80496337892 -36144.915601430454 86992.239815848225 -21958.766151494565 332617.88544034096 -108780.07017578125 -173746.73299005683 6652.7012226239331 4619.2794000400636 -35203.631815159577 948.88177454008883 -13178.358352710813 -14409.700705404843 -74921.885077015031 86316.679804220621 -6114.7206533438257 -96513.579414459091 174.95912827039703 -62795.849356065075 -20923.967693697516 -187863.41726190477 61949.975801454741 -26588.829817466612 39169.105765110078 80474.369997987058 -40009.257153185434
leaf_weight=101928 2181312 1583619 62663 123346 20 159 21 23 22 20 22 3458 195 47 5400 1720 408 689 251 4575 217 943 435 774 21 29 303 701 302 181
leaf_count=101928 2181312 1583619 62663 123346 20 159 21 23 22 20 22 3458 195 47 5400 1720 408 689 251 4575 217 943 435 774 21 29 303 701 302 181
internal_value=0 -58.3981 404.383 1038.44 -966.748 -1101.41 78869.2 130900 212661 -6981.13 -52870 -559.279 -4313.86 11452.6 -7819.39 -11939.2 -28458.3 -52416 67150.7 -6575.58 -41374.5 -4712.04 -11774.2 6377.2 -6945.17 -77832.9 15073.1 21008 37600.6 22920.5
internal_weight=0 1.89249e+06 308873 186296 62950 62844 106 66 43 40 181 122577 20649 3756 16893 11493 2817 1097 298 8676 441 8235 5031 3204 4596 246 2430 2127 1184 882
internal_count=4073804 1892492 308873 186296 62950 62844 106 66 43 40 181 122577 20649 3756 16893 11493 2817 1097 298 8676 441 8235 5031 3204 4596 246 2430 2127 1184 882
is_linear=0
shrinkage=0.1


Tree=2254
num_leaves=31
num_cat=0
split_feature=2 1 4 4 0 0 0 0 6 6 0 7 4 4 6 6 6 0 6 0 6 3 0 6 1 6 3 5 0 3
split_gain=1.2655e+12 9.46182e+12 3.04501e+13 5.43418e+13 4.81573e+13 7.86626e+13 7.34511e+13 5.25158e+13 4.75076e+13 4.08242e+13 3.41272e+13 2.54392e+13 5.09479e+13 5.39679e+13 2.87758e+13 2.63252e+13 2.49261e+13 4.87657e+13 2.37142e+13 2.10462e+13 5.19019e+13 3.60912e+13 2.84931e+13 4.75738e+13 4.49759e+13 3.67499e+13 4.18943e+13 3.16144e+13 2.95854e+13 2.80557e+13
threshold=36.000000000000007 37.804148700000006 13.500000000000002 12.500000000000002 55.812023600000011 55.81943720000001 55.783232450000007 55.775215600000003 67.445000000000007 80.030000000000015 55.79439725000001 6.0000000000000009 18.500000000000004 23.500000000000004 36.605000000000011 45.305000000000007 94.02500000000002 55.685785750000008 70.00500000000001 55.749683450000006 71.715000000000018 10.500000000000002 55.702806750000008 68.515000000000015 37.924401400000008 73.995000000000019 5.5000000000000009 2.5000000000000004 55.696737300000009 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 6 -6 7 9 -5 11 -8 19 14 15 -13 -14 17 -11 -15 22 21 -21 24 -24 25 27 -27 -4 -26 -25
right_child=-2 2 4 8 5 -7 10 -9 -10 16 -12 12 13 18 -16 -17 -18 -19 -20 20 -22 -23 23 29 28 26 -28 -29 -30 -31
leaf_value=-62.105935210298632 15.441596795580219 433.96117626568224 -9053.6808355193552 22301.693115546379 -92788.917252900093 1476.0900962629867 95800.003313464651 -80897.95741460273 112391.04235026042 -146634.35086223323 22706.08427295091 3155.5156625911891 51237.372471875002 -14618.378700183688 -31507.859572032248 4305.7266852832781 12084.556786151961 -32067.634202159534 -115181.99509375001 45398.837343749998 170396.84303668479 -32237.483076746328 -2348.4206760702914 -88976.779574432381 -36073.471313757182 -42617.668840144237 62496.790689174115 -78846.530550837866 24477.632372816555 -25238.92119314666
leaf_weight=274133 3783399 6216 1093 313 165 191 82 94 72 41 289 302 250 378 1157 229 102 396 25 145 23 102 2561 80 87 52 140 69 1113 505
leaf_count=274133 3783399 6216 1093 313 165 191 82 94 72 41 289 302 250 378 1157 229 102 396 25 145 23 102 2561 80 87 52 140 69 1113 505
internal_value=0 -201.173 -2544.03 2692.03 -6117.93 -42214.2 -4738.41 -6546.95 39149.6 -5757.24 38861.6 -4027.6 -12862.7 6111.18 -24332.8 28800.3 -32427 -42816.5 -20856.8 -563.117 26717.5 13338.5 -1855.36 -8225.72 5991.61 -6501.22 34028.3 -13198 20087.7 -33955.2
internal_weight=0 290405 16272 6601 9671 356 9315 8944 385 8850 371 8311 2341 882 1459 479 539 437 403 5970 270 247 5700 3146 2554 1354 192 1162 1200 585
internal_count=4073804 290405 16272 6601 9671 356 9315 8944 385 8850 371 8311 2341 882 1459 479 539 437 403 5970 270 247 5700 3146 2554 1354 192 1162 1200 585
is_linear=0
shrinkage=0.1


Tree=2255
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 1 6 4 2 6 4 0 1 6 6 1 0 1 4 6 1 2 1 6 0 6 4 5 3 4
split_gain=1.19117e+12 3.24527e+13 2.59576e+13 3.18109e+13 5.11704e+13 7.94333e+13 3.50371e+13 2.6759e+13 2.62005e+13 2.36172e+13 1.94314e+13 1.93108e+13 4.07276e+13 3.67809e+13 3.36105e+13 3.9154e+13 4.62384e+13 5.63954e+13 4.98902e+13 4.09727e+13 4.23855e+13 3.5964e+13 5.49515e+13 3.52715e+13 4.42122e+13 4.03298e+13 4.80936e+13 3.64999e+13 3.58856e+13 3.50474e+13
threshold=55.214863500000007 55.303261650000003 3.5000000000000004 61.273924650000005 15.500000000000002 37.897576350000001 51.805000000000007 5.5000000000000009 5611.5000000000009 74.615000000000009 12.500000000000002 55.123213100000008 61.511492200000006 79.710000000000022 37.310000000000009 61.273924650000005 55.173955500000005 61.381045500000006 16.500000000000004 70.50500000000001 61.335446300000008 2200.0000000000005 59.999510900000011 108.05000000000001 55.145978450000008 98.020000000000024 16.500000000000004 2.5000000000000004 5.5000000000000009 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=11 2 -2 4 6 -6 -4 -8 9 -5 -11 -1 14 -14 -13 21 17 18 19 -17 -21 -16 29 25 -25 -19 27 -27 -28 -23
right_child=1 -3 3 8 5 -7 7 -9 -10 10 -12 12 13 -15 15 16 -18 23 -20 20 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-13.502004048295086 5265.7974910680332 -18.682647920154391 -10102.685038954223 -1129.854361618764 -21428.164471705615 104490.16848090279 -19101.367287003304 -50871.665705060528 -36218.156337973036 -14569.649517351329 -75062.743455317977 -1650.375886833993 -3300.5872411416758 -36177.057178185205 4425.5828678712196 15485.241284796917 1781.8711685883536 4628.178681828168 2936.5860212049697 21828.686257716734 59899.213220646285 -23298.338404895218 -217.83748732544569 -78808.042932721495 -7014.7468982242935 141923.4153125 174941.96755642362 514.89018624775724 54240.04676983173 48692.767885044646
leaf_weight=1980158 2324 1983143 2228 9259 113 90 658 444 237 776 57 17915 10231 352 4103 3461 32363 15946 2250 746 481 1992 3448 103 513 20 36 209 78 70
leaf_count=1980158 2324 1983143 2228 9259 113 90 658 444 237 776 57 17915 10231 352 4103 3461 32363 15946 2250 746 481 1992 3448 103 513 20 36 209 78 70
internal_value=0 -55.0805 -4514.62 -6154.34 -14345.3 34397.7 -17316.7 -31901.7 -3352.66 -2580.85 -18709 53.0853 1451.07 -4394.09 2189.82 3235.07 4243.75 7585.34 15176.9 21051.7 36752.8 -2662.51 -7940.64 4469.68 -19019.1 5357.95 39284.9 12865 92356.4 -20854.4
internal_weight=0 1.99933e+06 16186 13862 3533 203 3330 1102 10329 10092 833 2.07448e+06 94317 10583 83734 65819 56206 23843 6938 4688 1227 9613 5510 16905 616 16289 343 229 114 2062
internal_count=4073804 1999329 16186 13862 3533 203 3330 1102 10329 10092 833 2074475 94317 10583 83734 65819 56206 23843 6938 4688 1227 9613 5510 16905 616 16289 343 229 114 2062
is_linear=0
shrinkage=0.1


Tree=2256
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 4 1 6 6 3 3 3 1 6 6 4 5 6 4 3 6 1 6 5 0 4 1 6 6 4
split_gain=1.2407e+12 1.91825e+13 3.7729e+13 3.11875e+13 3.05211e+13 2.67956e+13 5.82068e+13 6.09163e+13 3.92737e+13 3.79836e+13 4.34138e+13 4.19475e+13 6.28703e+13 3.64333e+13 3.63653e+13 3.62474e+13 7.85016e+13 7.78421e+13 3.60711e+13 2.77519e+13 2.64392e+13 2.61445e+13 2.4566e+13 2.53638e+13 2.41464e+13 2.94166e+13 2.65527e+13 6.32355e+13 1.57069e+14 4.65565e+13
threshold=55.046782850000007 55.039488700000007 138.05000000000004 82.648284550000014 82.93515810000001 6.5000000000000009 82.895858600000011 62.010000000000012 61.805000000000007 21.500000000000004 18.500000000000004 11.500000000000002 82.901648750000021 69.015000000000015 64.015000000000015 23.500000000000004 2.5000000000000004 66.990000000000023 24.500000000000004 19.500000000000004 130.05000000000004 82.92647190000001 108.05000000000001 2.5000000000000004 55.043091000000011 21.500000000000004 82.911604200000014 88.00500000000001 98.020000000000024 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 -1 3 -3 5 8 22 18 -5 10 11 15 -13 -14 -10 24 17 -17 -8 -12 -6 -18 23 -7 25 26 29 -28 -29 -9
right_child=-2 2 -4 4 20 6 7 9 14 -11 19 12 13 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=18.113258113317595 -50.500011268764602 -14710.291492651624 44552.633821307492 6773.7504988869405 636.98049261200197 -10136.747180136304 12396.016355846252 -10656.770805058166 -60604.048815917973 -76587.223271780298 168886.88853462838 49166.474372651312 82193.511472656261 -45352.06551638581 -8496.1362084901539 174249.07756865531 249874.07362500002 1719.479396468874 -14792.121457105733 22679.972226562502 -98386.745081018526 115979.86458705357 -72499.366693691045 19395.270771071016 15526.193819118191 -15728.453018229167 24602.431542968752 390517.10609375004 69461.375848388678 60360.064188797485
leaf_weight=1825156 2217197 1051 212 2386 19723 1261 2822 137 160 33 37 158 25 215 822 33 25 126 590 20 27 35 53 378 592 75 88 20 64 283
leaf_count=1825156 2217197 1051 212 2386 19723 1261 2822 137 160 33 37 158 25 215 822 33 25 126 590 20 27 35 53 378 592 75 88 20 64 283
internal_value=0 60.3081 2508.95 2223.62 2813.18 7186.97 10684 15773.4 -153.89 29794.1 31610.2 28997.9 182.027 -32066.1 -16986.2 36757.6 74306 37527.5 7694.67 117586 501.606 171769 -5492.61 -3325.82 30226.1 43273.1 50748 83842.3 145903 37195
internal_weight=0 1.85661e+06 31451 31239 30188 10438 7070 5378 3368 1966 1933 1876 398 240 982 1478 219 159 3412 57 19750 60 1692 1639 1259 667 592 172 84 420
internal_count=4073804 1856607 31451 31239 30188 10438 7070 5378 3368 1966 1933 1876 398 240 982 1478 219 159 3412 57 19750 60 1692 1639 1259 667 592 172 84 420
is_linear=0
shrinkage=0.1


Tree=2257
num_leaves=31
num_cat=0
split_feature=6 0 6 0 6 1 3 4 3 1 4 1 4 0 1 6 3 4 1 1 1 3 3 6 5 3 3 1 0 0
split_gain=1.35182e+12 7.15476e+12 1.19899e+13 2.99459e+13 5.15381e+13 3.93523e+13 3.78563e+13 3.31384e+13 3.18408e+13 2.86681e+13 2.59153e+13 6.16723e+13 2.71429e+13 2.85494e+13 3.31778e+13 2.59633e+13 2.53763e+13 4.21416e+13 3.61766e+13 6.66717e+13 4.3585e+13 3.42887e+13 2.55783e+13 2.98396e+13 2.31205e+13 2.33115e+13 2.23143e+13 2.20316e+13 2.03181e+13 1.97202e+13
threshold=87.395000000000024 59.933037250000005 130.05000000000004 60.01610465000001 138.05000000000004 30.205407000000005 2.5000000000000004 4.5000000000000009 13.500000000000002 30.389265100000003 8.5000000000000018 30.362494150000003 13.500000000000002 59.982409200000006 30.242318500000007 149.05000000000004 4.5000000000000009 4.5000000000000009 30.362494150000003 30.323041000000003 30.303340300000002 2.5000000000000004 11.500000000000002 134.05000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 30.330566300000005 59.950512650000007 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -6 -5 10 -7 11 15 -12 14 -14 26 17 21 19 20 24 -4 23 27 -19 -26 -8 -18 -28 -3
right_child=1 2 3 5 6 9 8 -9 -10 -11 12 -13 13 -15 -16 -17 22 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=14.441537980552036 -393.70599100954087 5328.7941760210679 76841.829895413306 -16095.329273702329 36571.706253886819 36495.478131968877 -8285.3596212635875 -155466.57272135417 51128.989865757045 -1861.6059935647336 -96445.252979166675 -85596.33328223892 -98724.642945312502 -108006.03244140626 32684.88334431476 -8122.8398235452587 82056.321137595674 -39357.293229166673 456.43327026367189 -251706.55398706897 48601.41774553572 -75823.825167410716 -118642.86554509944 -43269.720134943185 -70566.276093750013 -209944.36998697917 166338.44187500002 -31829.416676682697 50866.694013977052 -1397.3293912820632
leaf_weight=3832905 220911 10157 31 59 201 365 46 24 71 418 75 79 25 30 83 232 49 27 32 29 21 28 22 88 20 30 20 26 64 7636
leaf_count=3832905 220911 10157 31 59 201 365 46 24 71 418 75 79 25 30 83 232 49 27 32 29 21 28 22 88 20 30 20 26 64 7636
internal_value=0 -229.777 1582 -5391.17 -14819.8 9078.38 -1828.59 -56395.4 -12474.7 16018.8 -19379.7 -5545.35 -48022.7 -21706.2 2266.01 11924.3 -44670.5 -67786.8 -94569.5 -118513 -79098.7 4390.33 -17430.7 -3770.19 -113926 -154193 47700.9 42575.9 78360 2442.23
internal_weight=0 240899 19988 2195 1329 866 926 83 725 783 654 441 213 138 108 362 403 218 159 127 98 59 185 163 77 50 130 75 84 17793
internal_count=4073804 240899 19988 2195 1329 866 926 83 725 783 654 441 213 138 108 362 403 218 159 127 98 59 185 163 77 50 130 75 84 17793
is_linear=0
shrinkage=0.1


Tree=2258
num_leaves=31
num_cat=0
split_feature=4 4 1 1 4 0 0 1 0 6 0 0 1 3 1 3 0 3 7 3 0 6 0 7 6 0 0 1 3 1
split_gain=1.169e+12 1.02144e+13 3.27509e+13 5.92221e+13 1.05244e+14 8.0095e+13 6.35555e+13 5.46235e+13 1.0706e+14 7.82773e+13 5.12826e+13 6.5927e+13 5.08648e+13 4.34861e+13 6.30186e+13 4.27081e+13 4.17042e+13 4.07101e+13 4.04441e+13 3.72811e+13 3.61927e+13 3.74687e+13 3.57153e+13 3.54446e+13 3.35149e+13 3.35108e+13 4.53232e+13 5.6158e+13 3.14138e+13 4.80482e+13
threshold=19.500000000000004 22.500000000000004 37.442254400000003 37.503969450000007 20.500000000000004 55.775215600000003 55.737027400000009 37.425454150000007 55.710673100000008 49.895000000000003 55.840017500000009 55.806294650000005 37.46219940000001 15.500000000000002 37.475446350000006 8.5000000000000018 55.850146250000009 13.500000000000002 6.0000000000000009 3.5000000000000004 55.81943720000001 66.990000000000023 55.866549750000011 6.0000000000000009 41.505000000000003 57.14107305000001 57.174562350000009 56.02161850000001 4.5000000000000009 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -9 23 11 28 -12 14 -7 18 20 19 -13 -16 21 -11 -14 24 -10 -5 -27 -28 -6 -30
right_child=1 -3 3 25 10 13 -8 8 9 16 12 15 22 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=19.448998784048062 -2903.4948086913337 139.10099378276374 33296.865394176137 81.37814444685722 -28458.140048697482 38807.986019075135 144794.33091380636 103950.6529259315 82737.737670898438 -101144.34998046875 -26215.895801575203 75777.690549395164 67880.596050317734 90282.847034102888 -104767.41082589286 -115868.49300169428 1588.7462483723959 -117171.58890115489 -72661.133029513891 28878.282860137198 -137355.19390000001 23271.737697951859 6017.5499556737595 -37229.602590867951 -30636.550674715912 -29090.156977188304 -26809.540301309247 2500.2625829411636 58645.201482434015 648.73221837309472
leaf_weight=3599339 37007 343403 88 85525 299 334 122 52 64 70 123 31 276 89 28 83 48 46 45 82 125 37 141 164 44 877 836 2998 161 1267
leaf_count=3599339 37007 343403 88 85525 299 334 122 52 64 70 123 31 276 89 28 83 48 46 45 82 125 37 141 164 44 877 836 2998 161 1267
internal_value=0 -147.542 -898.592 104.264 13441 45166.9 98071.6 -3390.36 -33220.5 -46142.5 3122.87 -4656.89 30294.4 25978.7 14299 -66275 -83257.8 -38175.4 -12113.7 -5140.62 -100812 -58122 46962.9 -7935.47 36548.2 -370.907 -8581.84 -3890.71 1016.12 7187.55
internal_weight=0 474465 131062 93451 3215 789 210 37611 604 552 2426 1886 540 579 490 159 280 156 76 110 232 107 417 272 108 90236 4711 3834 1727 1428
internal_count=4073804 474465 131062 93451 3215 789 210 37611 604 552 2426 1886 540 579 490 159 280 156 76 110 232 107 417 272 108 90236 4711 3834 1727 1428
is_linear=0
shrinkage=0.1


Tree=2259
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 0 6 6 1 0 1 4 1 0 0 1 5 3 0 0 7 0 0 3 6 6 1 4 7 2
split_gain=1.12433e+12 4.35478e+12 5.4406e+12 1.10805e+13 1.06143e+13 1.97066e+13 2.03127e+13 1.53828e+13 1.14378e+13 1.07049e+13 8.8919e+12 8.30341e+12 7.70247e+12 1.59491e+13 3.74731e+13 7.19187e+12 6.53863e+12 6.50311e+12 6.07735e+12 1.54423e+13 1.91151e+13 1.49338e+13 1.26255e+13 9.24908e+12 5.99839e+12 6.43263e+12 6.60895e+12 5.57579e+12 1.10392e+13 1.21863e+13
threshold=27.215000000000003 30.452677500000004 37.475446350000006 37.586700500000006 1.5000000000000002 55.910578700000009 25.305000000000003 15.450000000000001 36.555998300000006 55.710673100000008 33.882313700000005 3.5000000000000004 37.534144550000008 55.783232450000007 55.840017500000009 37.331232350000008 1.5000000000000002 6.5000000000000009 55.676890650000011 55.783232450000007 6.0000000000000009 55.866549750000011 55.866549750000011 9.5000000000000018 15.450000000000001 19.050000000000004 37.517483500000004 24.500000000000004 6.0000000000000009 4046.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 10 -3 -6 11 -7 -10 13 24 -15 -13 -16 -11 -14 -20 22 23 -21 -22 -4 -26 -27 28 -5 -30
right_child=-2 2 3 27 5 6 -8 -9 9 17 -12 15 18 14 16 -17 -18 -19 19 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-3536.9922697831043 -7.6791240938190386 30794.338794853742 28731.690457589284 100.88619648195515 -51411.318094758069 -23754.896724759616 23156.465603885139 3499.9945697212297 40923.425686233109 76422.071435546881 -82899.146384043241 4162.8989595915145 -6510.0793546612567 85582.013109564024 4502.1891151105856 -49118.405324835534 -50933.497961956527 6399.6837053571435 -81538.196121651796 -12519.881133097628 11227.2111566311 -98074.278285256412 45355.458516751802 -51770.141637731489 -66930.842400568174 -7703.0041078491213 -39722.995747416731 -3228.172831550628 5873.8519741770206 -887.7084647198941
leaf_weight=2775 3988583 215 35 59339 31 39 37 5214 37 36 73 76 387 62 284 38 23 21 42 137 41 39 52 54 22 500 74 3905 7497 4136
leaf_count=2775 3988583 215 35 59339 31 39 37 5214 37 36 73 76 387 62 284 38 23 21 42 137 41 39 52 54 22 500 74 3905 7497 4136
internal_value=0 359.405 490.551 266.735 3438.95 -12539.7 -41082.5 4580.91 5254.75 13700.2 -62304.3 -238.095 -7594.49 -1844.64 14670 -13597.5 349.027 50624.3 -15240.6 -24497.3 -17080.2 -45971.4 3403.49 -24581.8 -11502.2 -13864.9 -11831 450.675 653.091 3469.84
internal_weight=0 85221 82446 76629 5817 388 149 5429 239 208 112 151 1752 1000 369 114 307 57 752 365 323 134 189 95 631 596 574 74877 70972 11633
internal_count=4073804 85221 82446 76629 5817 388 149 5429 239 208 112 151 1752 1000 369 114 307 57 752 365 323 134 189 95 631 596 574 74877 70972 11633
is_linear=0
shrinkage=0.1


Tree=2260
num_leaves=31
num_cat=0
split_feature=0 5 6 4 1 6 6 6 6 3 4 4 4 6 4 4 4 5 6 6 2 4 0 4 3 6 0 3 6 6
split_gain=1.11278e+12 9.72162e+12 1.33217e+13 1.08404e+13 1.03278e+13 1.04412e+13 1.15284e+13 1.8567e+13 1.46928e+13 1.06602e+13 1.01413e+13 8.99314e+12 1.07033e+13 8.6822e+12 8.46961e+12 8.20665e+12 8.17478e+12 8.15361e+12 1.91991e+13 1.24102e+13 1.20218e+13 1.00419e+13 9.408e+12 1.90549e+13 1.06639e+13 9.11696e+12 8.68222e+12 8.08249e+12 7.70182e+12 7.62023e+12
threshold=43.051287600000009 1.5000000000000002 49.895000000000003 19.500000000000004 44.628646350000004 42.005000000000003 71.030000000000015 79.015000000000015 80.030000000000015 1.5000000000000002 13.500000000000002 3.5000000000000004 4.5000000000000009 55.405000000000008 10.500000000000002 17.500000000000004 4.5000000000000009 2.5000000000000004 58.305000000000007 50.010000000000012 4829.0000000000009 8.5000000000000018 42.965693300000005 9.5000000000000018 7.5000000000000009 67.91500000000002 42.965693300000005 1.5000000000000002 74.015000000000015 15.450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 10 28 9 -9 11 13 -13 27 -4 -10 -3 19 -19 21 26 -14 -21 24 -24 -25 -20 -7 -8 -1
right_child=-2 3 14 -5 5 6 7 8 15 -11 -12 12 17 -15 -16 -17 -18 18 20 22 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=56776.805476887028 -4.5787002830858263 -59492.67455915179 -13206.607101248412 -47418.20202256945 -10692.619194456202 22271.055461900014 4.2702760642683009 -16364.265114474827 1073.556338438691 20313.383058633706 25589.494773805298 -12043.547436758188 5313.6336999813666 29045.330129074209 -1940.061603478732 37591.439312941031 -9244.4737409521022 -11825.943893642143 13261.939872478482 -3873.4350982801152 459.83292190109972 21936.63435098535 1376.4993191736298 25954.034389233304 -29187.417998283141 -2123.1081523566845 30944.165822562645 -10645.387927625196 -10421.637233736968 293.86891028778655
leaf_weight=24 4042776 35 1486 45 629 139 1136 90 8288 663 231 416 1415 282 1211 62 432 335 771 2710 449 489 1438 494 124 151 434 161 1883 5005
leaf_count=24 4042776 35 1486 45 629 139 1136 90 8288 663 231 416 1415 282 1211 62 432 335 771 2710 449 489 1438 494 124 151 434 161 1883 5005
internal_value=0 596.579 -2477.48 1615.81 1710.69 2012.34 2372.95 297.327 2551.17 15929.6 4879.25 4391.48 3630.94 16447.7 -8147.73 1344.71 -13010.4 4371.07 10004.8 2728.29 14426.4 9582.88 74.0006 4921.1 -1049.83 19380.9 19630.5 4605.9 -6498.54 563.424
internal_weight=0 31028 7726 23302 23257 22790 22161 12122 9103 753 10039 9808 9226 582 2697 8350 467 8810 1989 6821 1654 1904 4917 2207 1562 645 1205 300 3019 5029
internal_count=4073804 31028 7726 23302 23257 22790 22161 12122 9103 753 10039 9808 9226 582 2697 8350 467 8810 1989 6821 1654 1904 4917 2207 1562 645 1205 300 3019 5029
is_linear=0
shrinkage=0.1


Tree=2261
num_leaves=31
num_cat=0
split_feature=2 7 6 4 5 4 6 3 1 0 6 6 5 6 6 4 6 6 6 6 6 5 0 6 6 6 5 6 0 4
split_gain=1.16143e+12 4.09781e+12 7.77373e+12 1.25707e+13 1.12033e+13 7.59879e+12 1.60891e+13 1.47691e+13 1.22377e+13 9.52223e+12 7.53661e+12 6.32419e+12 6.26581e+12 1.01231e+13 5.83442e+12 1.06418e+13 8.89477e+12 5.67809e+12 8.78067e+12 7.43325e+12 5.56666e+12 5.45177e+12 5.44824e+12 5.40362e+12 5.27952e+12 1.10931e+13 9.55424e+12 6.04082e+12 4.74465e+12 4.53564e+12
threshold=11703.500000000002 6.0000000000000009 122.65000000000002 10.500000000000002 4.5000000000000009 9.5000000000000018 98.020000000000024 3.5000000000000004 41.912736000000002 44.046956350000009 118.04500000000002 105.00500000000001 1.5000000000000002 63.855000000000011 108.05000000000001 8.5000000000000018 112.00500000000001 247.90000000000001 168.45000000000002 138.05000000000004 53.995000000000012 1.5000000000000002 44.046956350000009 130.05000000000004 84.810000000000016 88.00500000000001 2.5000000000000004 80.720000000000013 52.960348700000004 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 10 4 17 9 8 -8 -7 24 11 12 13 -3 29 16 -16 18 19 -4 -14 -10 23 -9 27 26 -26 -2 -23 -13
right_child=1 2 3 -5 -6 6 7 22 21 -11 -12 14 20 -15 15 -17 -18 -19 -20 -21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.2037698308110194 -911.36808853569391 1501.7931281324409 -52563.942436079546 62958.386376953131 25244.2392578125 41962.807291666672 101042.21807528409 3790.3694885253908 -626.2480503986792 4580.2876911364428 41878.885060307017 -16216.682406850963 -13193.852231549201 -63098.085980468757 14040.037449596774 30624.589334542412 -55894.346892755682 16298.484642444959 -99811.739375000005 -5280.8407386893659 11942.703239662627 -18020.357282384237 -21182.093504464287 69072.676636904755 -72585.81803819444 -3557.2042792894299 -16925.353280452804 24252.84393021102 -62448.927576171875 -79559.358457031252
leaf_weight=4059190 5768 817 66 20 44 39 22 32 194 4178 57 26 94 25 31 56 44 22 20 67 1404 624 35 21 45 623 98 97 25 20
leaf_count=4059190 5768 817 66 20 44 39 22 32 194 4178 57 26 94 25 31 56 44 22 20 67 1404 624 35 21 45 623 98 97 25 20
internal_value=0 889.881 4319.66 -12932.2 -19862.8 72.3258 -8303.93 27757.9 -12801.4 841.059 5921.52 5107.23 6485.83 -416.256 -13118.4 -2359.79 -26988.1 -31204 -38034.5 -28744.6 10365.4 -15335 9436.87 29656.9 -1514.92 -9322.7 -34440.9 -495.182 -19731.8 -43757
internal_weight=0 14614 2813 239 219 11801 992 110 882 10809 2574 2517 2340 842 177 131 75 175 153 133 1498 843 88 53 6631 766 143 5865 649 46
internal_count=4073804 14614 2813 239 219 11801 992 110 882 10809 2574 2517 2340 842 177 131 75 175 153 133 1498 843 88 53 6631 766 143 5865 649 46
is_linear=0
shrinkage=0.1


Tree=2262
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 1 7 1 0 1 0 1 4 4 1 4 0 3 4 4 4 4 0 0 5 0 3 3 1
split_gain=1.12479e+12 6.75768e+12 5.63088e+13 9.28957e+13 7.24582e+13 6.58006e+13 6.36588e+13 4.38136e+13 4.46077e+13 4.0788e+13 5.64692e+13 3.82058e+13 3.64871e+13 3.59022e+13 3.99849e+13 3.04347e+13 2.96981e+13 2.86416e+13 2.75564e+13 3.70162e+13 2.73365e+13 2.6527e+13 2.60907e+13 2.5321e+13 2.3667e+13 2.35364e+13 2.12584e+13 2.12186e+13 7.19461e+13 2.10624e+13
threshold=87.395000000000024 86.030000000000015 30.452677500000004 82.911604200000014 82.941727000000014 82.956351500000011 30.370944000000005 6.0000000000000009 82.860505900000007 57.14107305000001 63.728898350000001 59.982409200000006 30.624707450000006 13.500000000000002 15.500000000000002 30.330566300000005 12.500000000000002 55.034466500000008 4.5000000000000009 6.5000000000000009 16.500000000000004 16.500000000000004 8.5000000000000018 57.15297970000001 59.982409200000006 1.5000000000000002 59.91832440000001 9.5000000000000018 5.5000000000000009 52.061190950000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 27 15 8 9 10 25 18 -13 -8 -15 -3 -10 -7 -11 -20 -5 22 -12 -21 -16 -4 -25 28 -6 -27
right_child=-2 2 3 4 5 17 13 -9 16 11 21 12 -14 14 24 -17 -18 -19 19 23 -22 -23 -24 26 -26 29 -28 -29 -30 -31
leaf_value=-3.5658485306136813 -209.59555881990218 -13205.841217633148 -69663.665392348354 -57893.022119473928 28762.205510602678 -321.81995149908767 -73393.278145011529 1437.6099567237629 88294.189502317517 25204.202655564695 28672.538023040252 -109095.93378731865 16500.690104778547 99121.355498798075 -48691.737806199599 13600.310875806725 8663.7442491319434 24677.267886912799 166858.2756184896 155074.1826171875 -9497.9346891108253 57318.286252170139 -43645.613132800412 35237.673939845874 51205.133370535717 11285.996134343583 137208.81345108696 8547.8420448452816 192748.41137814405 28231.873665771484
leaf_weight=3772944 240899 1608 34 293 77 45139 244 3908 134 228 59 28 133 26 155 575 72 463 36 24 194 36 323 184 28 4985 23 51 41 860
leaf_count=3772944 240899 1608 34 293 77 45139 244 3908 134 228 59 28 133 26 155 575 72 463 36 24 194 36 323 184 28 4985 23 51 41 860
internal_value=0 13.1731 1066.45 1723.58 -245.428 162.816 -13224.2 9953.66 14602.5 13243.8 10771.7 36973.6 -5342.2 -47338.4 -16920.2 -6145.13 60462.2 -68.0026 50736.9 72540.1 -38614.5 -24742.6 -32476.1 57841.2 -33407 13296.7 46567.8 62445.6 85740.5 13779.3
internal_weight=0 3.8329e+06 59961 57325 46258 45771 2636 11067 7159 6953 6297 656 161 453 209 2183 206 45602 495 267 487 418 382 231 183 5879 207 169 118 5845
internal_count=4073804 3832905 59961 57325 46258 45771 2636 11067 7159 6953 6297 656 161 453 209 2183 206 45602 495 267 487 418 382 231 183 5879 207 169 118 5845
is_linear=0
shrinkage=0.1


Tree=2263
num_leaves=31
num_cat=0
split_feature=2 6 2 7 4 3 4 6 3 6 5 6 6 6 6 6 6 4 6 3 2 6 4 4 0 4 7 0 1 2
split_gain=1.10451e+12 1.50598e+12 1.26468e+12 7.70726e+12 7.55747e+12 5.36806e+12 5.50474e+12 8.82011e+12 1.88386e+13 1.7112e+13 1.29009e+13 1.28082e+13 1.87006e+13 1.34656e+13 6.49958e+12 1.07873e+13 8.38693e+12 5.26626e+12 4.18457e+12 3.76424e+12 3.67383e+12 1.30633e+13 1.48859e+13 8.39693e+12 1.28332e+13 4.19326e+12 3.71776e+12 3.45489e+12 4.79718e+12 3.42393e+12
threshold=15792.500000000002 57.995000000000012 13916.000000000002 6.0000000000000009 10.500000000000002 9.5000000000000018 7.5000000000000009 78.605000000000004 8.5000000000000018 120.05000000000001 3.5000000000000004 92.02500000000002 84.00500000000001 98.020000000000024 149.05000000000004 118.04500000000002 99.050000000000011 8.5000000000000018 64.805000000000021 5.5000000000000009 13505.500000000002 55.805000000000007 8.5000000000000018 5.5000000000000009 43.472751400000007 12.500000000000002 6.0000000000000009 43.687280500000007 44.064675150000006 12544.500000000002
decision_type=2 2 2 2 2 2 2 2 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 20 27 5 6 14 17 9 11 -11 12 -9 -13 15 16 18 -8 -5 -19 29 22 -22 24 26 -25 -23 28 -4 -1
right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 13 -14 -15 -16 -17 -18 19 -20 -21 21 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8241744925958145 -17381.622855684353 10453.666947115385 -41418.743059895838 654.76353828385038 54221.183333333342 -43158.002592329547 -27335.58003566576 100541.49990625 -42189.926540448592 -30833.85235262784 60310.937760416666 156884.17314877719 -9709.9114208984374 59939.912541118421 -35020.017205668606 59262.967410714286 -20686.411739702369 -1526.1311754532444 12835.077057036093 24093.977648207721 1477.8851426522942 5466.3307766544121 86334.600847516747 -22233.106231171445 -39629.646477141207 -68617.634691220243 40051.147715043051 4064.5236441222642 -1317.8416117003253 12828.633199691772
leaf_weight=4064245 77 26 30 676 33 22 46 25 31 44 24 23 40 38 43 35 134 131 484 102 79 85 28 271 54 21 49 1383 5317 208
leaf_count=4064245 77 26 30 676 33 22 46 25 31 44 24 23 40 38 43 35 134 131 484 102 79 85 28 271 54 21 49 1383 5317 208
internal_value=0 -10355.2 0.261822 1207.37 6776.43 5951.52 6527.43 15464.9 30195.9 41762.7 1334.9 63580.9 32694.5 96492.7 3244.29 4482.33 3000.63 3585.04 5736.89 9689.54 -2.31004 -7912.91 23683.4 -14956.2 1527.36 -25569 18113 -390.533 -1542.83 -1.16757
internal_weight=0 103 4.0737e+06 8661 1931 1898 1876 504 225 194 68 126 65 61 1372 1329 1294 279 1160 233 4.06504e+06 587 107 480 188 292 134 6730 5347 4.06445e+06
internal_count=4073804 103 4073701 8661 1931 1898 1876 504 225 194 68 126 65 61 1372 1329 1294 279 1160 233 4065040 587 107 480 188 292 134 6730 5347 4064453
is_linear=0
shrinkage=0.1


Tree=2264
num_leaves=31
num_cat=0
split_feature=6 3 2 0 1 1 0 4 4 1 4 5 0 3 1 3 1 1 1 5 1 3 1 2 4 4 3 0 0 3
split_gain=1.10421e+12 2.88856e+12 3.81159e+12 4.9167e+12 3.94564e+12 1.10972e+13 1.34919e+13 2.35142e+13 1.08662e+13 1.55243e+13 1.55014e+13 1.80127e+13 2.92591e+13 1.49046e+13 1.08043e+13 1.84821e+13 9.35808e+12 2.1478e+13 1.81148e+13 1.47765e+13 8.95778e+12 1.06954e+13 1.58419e+13 9.19995e+12 8.11445e+12 8.86039e+12 8.55047e+12 7.41776e+12 3.60634e+13 1.66938e+13
threshold=247.90000000000001 1.5000000000000002 13505.500000000002 43.051287600000009 38.948208550000011 38.965413050000002 45.047736150000013 5.5000000000000009 15.500000000000002 38.893394150000006 3.5000000000000004 4.5000000000000009 55.390026600000006 2.5000000000000004 37.234509300000006 13.500000000000002 39.079932600000006 39.843340650000009 43.862029600000007 3.5000000000000004 43.56803845000001 3.5000000000000004 41.966773150000002 3191.5000000000005 13.500000000000002 6.5000000000000009 3.5000000000000004 55.685785750000008 55.791814000000009 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 8 6 -6 -8 10 14 13 27 -13 -3 -10 -16 19 24 20 -7 21 23 -23 -19 25 26 -18 -12 -29 -30
right_child=1 2 3 -5 5 16 7 -9 9 -11 11 12 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.4581261407069415 -5088.4876383705741 3839.9655482700896 67259.556463913686 5717.9307904411762 -101456.21399456523 4720.8964212538322 66605.265625 -78004.03836616849 60865.936306423617 114260.1761328125 -16424.823644393528 17071.862530048078 -130248.15424107143 112483.28491847828 29580.754154575898 -65358.361476293103 -18704.407317073172 72586.616435731135 -312.80274520492054 80608.968908048933 78373.729490751386 32048.845738281252 -57220.113068181825 4683.5598388671879 -71776.162428977274 11338.414127604168 -95983.485653409094 127481.4685625 20089.021030970984 -48931.318309589464
leaf_weight=4070611 504 28 21 34 23 79 22 23 45 20 117 26 28 23 70 29 41 53 1518 38 34 50 33 32 44 48 22 25 112 51
leaf_count=4070611 504 28 21 34 23 79 22 23 45 20 117 26 28 23 70 29 41 53 1518 38 34 50 33 32 44 48 22 25 112 51
internal_value=0 1858.9 3161.05 29215.6 2617.01 573.987 -39151 -7306.16 9949.11 31703.8 1247.22 -6081.54 -59316.3 52836 20237.7 1770.31 1930.06 217.915 3430.82 29368.3 31563.6 22090.1 -3443.63 47023.1 -35435 -21029.5 -45690.8 3343.62 15646.3 -1506.3
internal_weight=0 3193 2689 55 2634 2060 68 45 574 164 410 359 54 51 144 99 1992 1875 1720 117 202 168 83 85 155 111 63 305 188 163
internal_count=4073804 3193 2689 55 2634 2060 68 45 574 164 410 359 54 51 144 99 1992 1875 1720 117 202 168 83 85 155 111 63 305 188 163
is_linear=0
shrinkage=0.1


Tree=2265
num_leaves=31
num_cat=0
split_feature=1 1 0 1 6 6 4 0 0 4 1 6 1 0 3 4 6 5 6 6 6 3 0 6 6 4 1 0 7 6
split_gain=1.0728e+12 3.85539e+12 1.3352e+13 3.48194e+13 2.94721e+13 2.40427e+13 4.1736e+13 4.09655e+13 4.4849e+13 1.30228e+14 4.66508e+13 3.33261e+13 3.98451e+13 4.12747e+13 3.07571e+13 3.04245e+13 2.97724e+13 2.64009e+13 5.5829e+13 5.31976e+13 4.29367e+13 2.98886e+13 2.60954e+13 4.8511e+13 3.86981e+13 2.5236e+13 4.33939e+13 2.51445e+13 2.81549e+13 2.68662e+13
threshold=83.658467900000019 83.000013850000016 55.007293000000011 83.015546400000019 91.02500000000002 75.010000000000005 15.500000000000002 54.810424650000009 54.86311005000001 9.5000000000000018 83.086354900000018 77.565000000000012 83.117716000000016 54.962581500000006 2.5000000000000004 9.5000000000000018 116.05000000000001 4.5000000000000009 134.05000000000004 120.05000000000001 108.05000000000001 3.5000000000000004 54.932051950000009 93.050000000000011 89.00500000000001 5.5000000000000009 83.117716000000016 54.945424150000001 6.0000000000000009 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 3 -3 -4 27 7 15 9 25 -11 14 17 -14 -10 -7 -15 18 19 20 -13 -20 23 -8 -24 26 -9 28 -5 -29
right_child=-2 2 4 5 -6 6 22 8 11 10 -12 12 13 16 -16 -17 -18 -19 21 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=14.106179317294712 213.92936610363881 6494.9316744478201 -698.09299468764436 -462.32675968137374 -20967.148346557617 -7227.5043103775461 -13647.762303106734 85562.149536520345 -37241.700637755101 81924.757451923084 256713.02453547297 -3353.428931222526 18408.904271926323 57722.407175925924 46196.786255480933 26193.95263614766 187969.55192307694 -50287.680166207108 170075.54222935269 -74964.923063544818 70423.477863851833 34656.72263621795 -10283.37880643007 69125.546238049967 -70899.475628745728 -89875.678050595248 -36600.948806423614 2039.8973636273936 9243.2360764407895 -7686.2566384673555
leaf_weight=3601077 221656 9511 196539 23151 720 1338 278 63 49 26 37 694 274 54 449 342 26 102 28 93 89 39 378 95 146 21 54 4179 3432 8864
leaf_count=3601077 221656 9511 196539 23151 720 1338 278 63 49 26 37 694 274 54 449 342 26 102 28 93 89 39 378 95 146 21 54 4179 3432 8864
internal_value=0 -12.3097 -391.189 1005.03 -772.076 -173.599 6608.81 11212.7 20530.9 65447.8 184578 15771.7 7863.7 36859.5 37987 -423.851 100053 -1958.8 3268.72 -3460.42 5032.45 91249.7 -12782.2 7433.91 -27172.6 11062.1 29179.2 -973.775 790.711 -4569.98
internal_weight=0 3.85215e+06 251071 53812 197259 44301 4675 3778 2098 201 63 1897 1399 354 498 1680 80 1045 943 876 783 67 897 373 524 138 117 39626 26583 13043
internal_count=4073804 3852148 251071 53812 197259 44301 4675 3778 2098 201 63 1897 1399 354 498 1680 80 1045 943 876 783 67 897 373 524 138 117 39626 26583 13043
is_linear=0
shrinkage=0.1


Tree=2266
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 0 3 0 6 3 3 0 6 6 6 6 4 4 4 7 6 6 1 1 4 4 0 6 0 0
split_gain=1.13091e+12 1.94712e+13 2.50098e+13 2.35058e+13 3.78407e+13 4.3808e+13 4.02668e+13 2.24824e+13 5.54626e+13 5.07034e+13 5.75564e+13 3.77229e+13 5.30693e+13 3.8296e+13 5.45888e+13 4.66884e+13 3.96567e+13 3.32246e+13 4.24251e+13 5.72533e+13 7.451e+13 3.29058e+13 3.05702e+13 3.47305e+13 5.88693e+13 6.66574e+13 5.3159e+13 4.38878e+13 3.31977e+13 2.9136e+13
threshold=65.534455000000023 61.511492200000006 55.111813300000001 23.500000000000004 6.0000000000000009 57.15297970000001 15.500000000000002 57.15297970000001 149.05000000000004 5.5000000000000009 3.5000000000000004 57.14107305000001 83.010000000000005 138.05000000000004 114.05000000000001 118.04500000000002 8.5000000000000018 14.500000000000002 5.5000000000000009 6.0000000000000009 80.720000000000013 43.205000000000005 63.728898350000001 65.493200550000012 12.500000000000002 17.500000000000004 57.113979900000011 80.720000000000013 57.113979900000011 55.123213100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 11 -9 10 -10 12 22 14 17 -16 -15 18 19 20 -13 -19 -4 24 26 -26 -24 -28 -25 -14
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 13 29 16 15 -17 -18 21 -20 -21 -22 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=1.5410329367784799 90.728568143252559 -10846.955565337819 -3603.1117422949283 37824.175959496359 -7919.8718207362908 -3747.2694597516743 137876.27565104168 1779.502522037006 25311.567878605769 -50023.385937500003 227063.13354334678 -21516.704721796428 36355.303444940473 -44583.281035786291 -156857.97729492188 -32046.679773728392 89619.752981085534 -4841.4913532728842 1660.0405580624208 27847.302942694121 -144902.56348039219 -26630.818553743229 3758.9400421222958 41289.415679621299 -7789.7754676736076 21144.311221512624 30061.802943468472 163639.92746875001 -2603.9586633439985 -17507.577178454172
leaf_weight=2997977 1027379 3010 10543 103 265 112 66 10220 26 20 31 1213 105 31 44 94 76 1221 3904 229 51 1603 1139 177 2673 1134 1524 25 6503 2306
leaf_count=2997977 1027379 3010 10543 103 265 112 66 10220 26 20 31 1213 105 31 44 94 76 1221 3904 229 51 1603 1139 177 2673 1134 1524 25 6503 2306
internal_value=0 -30.5974 -2019.33 -1434.55 19189.1 44754.6 76897.8 -1685.39 2416.54 86968.7 135036 -2906.31 -1026.67 -8707.51 -9468.45 -71841.6 50738.5 -8421.44 -3822.86 -18159.9 -26495.1 -17209.9 410.206 3621.77 8828.67 828.889 20158.7 32217.7 -1440.92 -15161.8
internal_weight=0 3.04642e+06 48448 45438 546 281 169 44892 10297 77 57 34595 26129 8466 8359 138 107 8221 5397 1493 1264 2824 23718 13175 6495 3807 2688 1549 6680 2411
internal_count=4073804 3046425 48448 45438 546 281 169 44892 10297 77 57 34595 26129 8466 8359 138 107 8221 5397 1493 1264 2824 23718 13175 6495 3807 2688 1549 6680 2411
is_linear=0
shrinkage=0.1


Tree=2267
num_leaves=31
num_cat=0
split_feature=0 1 4 4 2 6 6 3 6 3 6 1 1 1 1 1 6 1 7 1 3 0 6 7 6 4 0 1 1 4
split_gain=1.14931e+12 7.34695e+12 6.3412e+12 1.09594e+13 2.87046e+13 2.30998e+13 4.53316e+13 2.53835e+13 6.98932e+13 2.00385e+13 2.32437e+13 1.02661e+13 1.00942e+13 4.44884e+13 1.97404e+13 4.25461e+13 2.82144e+13 2.44275e+13 1.78542e+13 2.67703e+13 1.48768e+13 1.45595e+13 1.38971e+13 1.34507e+13 1.30378e+13 1.25659e+13 1.23441e+13 4.8162e+13 3.80991e+13 1.59677e+13
threshold=61.78914120000001 30.509101000000005 5.5000000000000009 8.5000000000000018 6426.0000000000009 63.005000000000003 97.020000000000024 8.5000000000000018 88.825000000000003 4.5000000000000009 79.015000000000015 107.59716050000002 52.419561900000012 50.815483650000004 54.62357655000001 56.805602900000004 73.41500000000002 53.67029225000001 6.0000000000000009 40.377616600000003 3.5000000000000004 63.565651350000003 84.810000000000016 6.0000000000000009 73.995000000000019 3.5000000000000004 63.565651350000003 53.67029225000001 53.67029225000001 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 12 4 -4 -6 7 8 9 10 -7 -11 13 18 16 -16 26 21 -3 20 -20 22 -18 -17 -15 -19 28 -28 -14 -29
right_child=1 2 3 -5 5 6 -8 -9 -10 11 -12 -13 14 24 15 23 17 25 19 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=4.4511652700761077 -54820.471519531253 -4019.505862910949 -20192.199915193258 511.59098464217772 8756.9726091761786 63806.978258746611 -42770.017149390245 -27988.569512648814 258306.44129464286 147876.85030691963 -63163.081652250752 62244.144859095977 -20681.595846090655 -36210.159330053975 -46453.039530888316 -1003.512819571714 60638.791406250006 55459.314242788467 -22915.363313254991 61349.67717607606 35447.371565047557 23046.706103515626 163510.36018318965 -45364.851630434787 -116128.75426136365 -18472.774400111608 35079.499764039232 -33949.254005281691 8566.8410596085396 2900.9096666481064
leaf_weight=4045394 25 6640 190 9269 334 46 41 21 21 28 21 28 647 283 216 7253 24 39 119 106 69 24 29 69 22 56 535 142 1429 684
leaf_count=4045394 25 6640 190 9269 334 46 41 21 21 28 21 28 647 283 216 7253 24 39 119 106 69 24 29 69 22 56 535 142 1429 684
internal_value=0 -633.817 -586.092 1440.69 13237.7 25000 51335.9 74719.8 89698.1 60911.3 24010.4 105060 -1688.33 -4595.91 199.889 -2711.93 6281.71 45806.3 -2951.76 21163.3 -1495 87665.6 116927 -1421.56 -41974.8 11878.3 4303.75 11705.3 -548.64 -3434.11
internal_weight=0 28410 28385 9999 730 540 206 165 144 123 67 56 18386 7239 11147 7538 3609 172 6934 294 188 77 53 7322 305 95 3437 1361 2076 826
internal_count=4073804 28410 28385 9999 730 540 206 165 144 123 67 56 18386 7239 11147 7538 3609 172 6934 294 188 77 53 7322 305 95 3437 1361 2076 826
is_linear=0
shrinkage=0.1


Tree=2268
num_leaves=31
num_cat=0
split_feature=4 1 1 1 4 6 4 0 6 0 1 0 0 4 4 6 6 6 1 3 6 3 4 1 0 0 3 7 0 4
split_gain=1.08183e+12 6.79093e+12 1.77568e+13 9.93847e+13 4.84466e+13 5.82027e+13 4.87177e+13 3.7048e+13 6.62686e+13 6.11394e+13 9.96577e+13 2.19738e+14 1.32395e+14 1.09087e+14 1.27764e+14 1.86295e+14 1.33892e+14 8.99569e+13 8.35129e+13 8.31938e+13 7.89962e+13 1.31685e+14 1.22204e+14 1.35152e+14 7.66969e+13 7.63137e+13 7.27478e+13 7.1909e+13 1.35779e+14 1.19114e+14
threshold=9.5000000000000018 37.600779750000008 37.978059650000013 37.924401400000008 7.5000000000000009 95.045000000000016 5.5000000000000009 55.806294650000005 125.02000000000002 55.768246800000007 37.631035900000008 55.743464250000009 55.702806750000008 7.5000000000000009 8.5000000000000018 63.705000000000005 58.045000000000009 84.810000000000016 37.618684050000006 4.5000000000000009 44.205000000000005 1.5000000000000002 3.5000000000000004 37.618684050000006 55.753967500000009 55.667390500000003 2.5000000000000004 6.0000000000000009 55.728148450000006 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 7 5 -5 -7 9 -9 10 11 12 25 20 16 18 -15 27 -16 -18 21 24 -22 -24 -13 -3 -25 28 -14 -30
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12 13 17 14 15 -17 19 -19 -20 -21 22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=373.60152813507301 47.999632875334463 -2438.0279891011091 -54.439283057295853 -9380.9812873310984 -26113.051539176409 21924.087874348959 161220.53276654414 -4145.0148363488288 68274.445767716548 10440.587729027158 1104.5542112122343 -46801.852764423078 25499.842016188137 -13916.098490767044 -180571.51363002232 -132856.47466678504 329706.33338994568 -168524.16246093751 -3456.5857114104383 83454.414378446701 3812.5931740785259 -74402.443430479543 -318543.35381944448 -190792.39568829117 173817.78825195314 -46810.808884143204 -74869.58357331033 228830.79017857142 75415.810409628379 369245.45454545459
leaf_weight=308873 2181312 2616 1488718 5239 1959 96 34 24930 127 5922 51335 26 561 88 28 165 23 20 541 34 78 217 36 79 40 455 172 21 37 22
leaf_count=308873 2181312 2616 1488718 5239 1959 96 34 24930 127 5922 51335 26 561 88 28 165 23 20 541 34 78 217 36 79 40 455 172 21 37 22
internal_value=0 -55.325 -138.984 -1465.24 -12652.3 -7740.87 58355.5 -529.12 -3777.96 773.046 -238.566 -13349.3 -274.019 -45305.2 -22356.4 -39301.5 63421.2 40324 -12172.3 182819 -76434.9 -36782.6 -107179 -137344 86907 -9012.31 -111355 46840.3 40676.1 184979
internal_weight=0 1.89249e+06 1.58362e+06 94901 7328 5369 130 87573 25057 62516 56594 5259 3732 1527 879 734 145 661 569 57 648 283 365 287 66 3071 251 641 620 59
internal_count=4073804 1892492 1583619 94901 7328 5369 130 87573 25057 62516 56594 5259 3732 1527 879 734 145 661 569 57 648 283 365 287 66 3071 251 641 620 59
is_linear=0
shrinkage=0.1


Tree=2269
num_leaves=31
num_cat=0
split_feature=4 6 5 1 6 1 0 0 6 1 1 6 0 1 6 6 3 3 1 2 0 6 6 0 3 3 1 6 0 3
split_gain=1.14095e+12 8.02143e+12 1.36429e+13 1.93994e+13 6.94973e+13 3.59585e+13 3.25929e+13 2.79488e+13 2.54973e+13 1.72019e+13 2.23082e+13 6.47087e+13 5.57746e+13 7.01382e+13 3.70207e+13 5.22843e+13 5.11508e+13 2.06929e+13 1.78219e+13 4.68695e+13 6.46222e+13 2.30724e+13 1.53637e+13 1.49634e+13 1.49315e+13 1.43508e+13 1.67049e+13 1.69344e+13 1.33812e+13 3.4827e+13
threshold=5.5000000000000009 95.045000000000016 3.5000000000000004 30.277905650000005 86.920000000000016 30.226173900000003 59.91832440000001 56.288960650000007 85.020000000000024 30.315889700000003 30.370944000000005 89.00500000000001 59.91832440000001 30.345769800000003 68.515000000000015 75.605000000000004 3.5000000000000004 2.5000000000000004 37.46219940000001 75.000000000000014 55.595177750000005 75.010000000000005 93.050000000000011 54.73499850000001 1.5000000000000002 3.5000000000000004 30.303340300000002 79.710000000000022 59.982409200000006 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 23 -7 -4 -9 25 11 12 13 -11 -14 -16 17 -17 19 20 -12 -21 24 -6 -13 26 -5 -28 -3 -30
right_child=-2 28 3 9 5 6 -8 8 -10 10 18 22 14 -15 15 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=70.582074902248962 -33.091499140713125 -2083.7010919940944 -66604.387514740563 -24364.200773737983 107364.56997767858 37054.940273437496 197082.08226004464 11083.302949638133 -100515.99925595238 -86954.261892832888 18683.2081640625 -72492.706827445654 225533.18210937502 95341.109735576931 -53281.289941406256 126079.6246826172 26902.158076171876 253830.6633184524 2488.2432273640561 3670.661871327487 -229681.03892045456 -16998.75235645119 -72251.763972981775 24921.581215867718 20378.358247767857 -41455.94091738046 -17628.934136284723 74388.374236111107 1869.1495305038527 45540.355200790778
leaf_weight=1086122 2928705 27928 53 130 28 20 35 815 21 46 20 23 20 39 24 32 40 21 25081 1320 22 914 48 103 70 166 36 45 1672 205
leaf_count=1086122 2928705 27928 53 130 28 20 35 815 21 46 20 23 20 39 24 32 40 21 25081 1320 22 914 48 103 70 166 36 45 1672 205
internal_value=0 84.6348 127.902 2262 15445.7 71032.8 138890 3815.55 8279.97 1757.59 2046.15 26673.5 60321.6 -3312.86 99802.9 78310.5 112270 176698 1719.37 -6753.47 -111412 -4785.85 -26304.5 42543 -2589.75 -19459.4 -2154.08 33491.8 -1534.39 6638.78
internal_weight=0 1.1451e+06 1.11529e+06 29172 1075 186 55 889 836 28097 27720 363 222 85 137 117 93 53 27357 2276 42 2234 141 131 93 377 211 81 29805 1877
internal_count=4073804 1145099 1115294 29172 1075 186 55 889 836 28097 27720 363 222 85 137 117 93 53 27357 2276 42 2234 141 131 93 377 211 81 29805 1877
is_linear=0
shrinkage=0.1


Tree=2270
num_leaves=31
num_cat=0
split_feature=2 1 7 3 6 6 6 6 4 4 1 0 0 6 6 5 4 4 1 1 0 6 0 0 4 6 4 4 0 6
split_gain=1.16261e+12 8.24306e+12 4.7633e+13 2.12039e+13 1.58593e+13 2.99942e+13 2.0821e+13 2.02458e+13 1.56278e+13 2.39495e+13 1.67252e+13 2.49736e+13 2.09489e+13 1.2057e+13 1.16582e+13 1.4485e+13 1.02695e+13 2.3052e+13 1.67857e+13 1.44356e+13 1.94553e+13 1.79643e+13 1.3843e+13 4.10554e+13 2.00179e+13 1.12487e+13 1.26729e+13 1.7026e+13 1.10209e+13 1.31186e+13
threshold=451.00000000000006 36.593086150000012 6.0000000000000009 15.500000000000002 108.05000000000001 98.020000000000024 91.02500000000002 122.65000000000002 14.500000000000002 13.500000000000002 36.049731800000011 56.324067350000007 55.988910100000005 72.50500000000001 32.805000000000007 1.5000000000000002 4.5000000000000009 2.5000000000000004 36.049731800000011 36.049731800000011 56.006509350000009 58.995000000000012 56.020150250000007 55.520061350000013 8.5000000000000018 77.565000000000012 14.500000000000002 9.5000000000000018 56.006509350000009 72.50500000000001
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 6 14 -6 9 10 11 -4 -12 -10 -1 -16 17 -17 22 20 21 -19 23 -18 -24 26 27 -20 29 -21
right_child=-2 -3 8 -5 7 -7 -8 -9 13 -11 12 -13 -14 -15 15 16 18 19 25 28 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3504.557904822223 -23.855967787246385 154.19795371512444 29879.785605244251 95947.256718749995 -141098.46617187498 102599.34275000001 -84066.319375000006 -12841.935913085938 -15943.660280475509 107712.62739109849 14322.938389241921 134504.30475000001 -67689.922742417286 61019.619679857336 -19900.207331315483 1384.3145686168837 11602.128520430717 -41111.10625029415 -5682.8407507245392 -5002.4128363532 -11504.795974712724 -108467.34407301684 17651.733249240449 -59486.863787468115 105988.68645368305 -50950.802884061224 70084.88371930804 -65367.550437500002 -30091.478771133017 77176.999367559532
leaf_weight=932 3396489 670729 261 20 20 25 35 32 177 33 371 25 34 23 931 694 475 166 1084 259 163 52 306 98 28 61 21 50 189 21
leaf_count=932 3396489 670729 261 20 20 25 35 32 177 33 371 25 34 23 931 694 475 166 1084 259 163 52 306 98 28 61 21 50 189 21
internal_value=0 119.629 -3400.93 -6836.46 -7200.81 -6689.46 -7180.42 -62171.4 17651 24486.3 20511.7 39025.3 7437.91 -7092.88 -6693.8 -8760.98 -5932.89 -12138.3 -1419.87 -23179.1 -37637.9 -57177.7 8875.87 -556.198 25057.2 -9099.34 -6889 -8314.44 -11433.3 1161.04
internal_weight=0 677315 6586 5662 5642 5590 5565 52 924 724 691 286 405 200 5530 4598 3667 1544 2123 850 381 218 907 573 334 1216 1155 1134 469 280
internal_count=4073804 677315 6586 5662 5642 5590 5565 52 924 724 691 286 405 200 5530 4598 3667 1544 2123 850 381 218 907 573 334 1216 1155 1134 469 280
is_linear=0
shrinkage=0.1


Tree=2271
num_leaves=31
num_cat=0
split_feature=2 1 1 7 0 4 0 0 4 0 0 0 6 4 6 0 5 3 4 4 4 0 4 6 4 0 0 4 0 0
split_gain=1.16768e+12 8.77185e+12 5.32228e+13 1.80896e+14 1.31774e+14 1.15205e+14 1.365e+14 2.42297e+14 1.14456e+14 1.90645e+14 8.47281e+13 1.03194e+14 7.44132e+13 6.74252e+13 8.85024e+13 5.91511e+13 5.29125e+13 5.19698e+13 5.43431e+13 4.5897e+13 4.41315e+13 4.15748e+13 4.14212e+13 3.93001e+13 5.69973e+13 3.85949e+13 4.22697e+13 3.7296e+13 2.76544e+14 8.97918e+13
threshold=36.000000000000007 37.46219940000001 37.475446350000006 6.0000000000000009 55.568628050000008 27.500000000000004 55.850146250000009 55.82518790000001 15.500000000000002 55.667390500000003 55.568628050000008 55.579943700000008 63.855000000000011 20.500000000000004 93.050000000000011 55.850146250000009 1.5000000000000002 14.500000000000002 16.500000000000004 8.5000000000000018 16.500000000000004 55.775215600000003 15.500000000000002 36.405000000000008 16.500000000000004 55.667390500000003 55.768246800000007 16.500000000000004 55.568628050000008 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 12 9 10 -5 -12 23 20 25 21 -3 18 -18 -8 22 -7 -14 24 -6 -15 -27 28 -10 -30
right_child=-2 2 -4 8 5 15 19 -9 27 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=860.87495353749046 14.832820765487035 27678.373668632361 -102.61887697858197 -45562.958636395029 -6513.9670479460692 77432.828218005947 -50632.245052083337 -272917.34356617648 104219.63300890419 250909.79130859376 5477.0520977263059 -57051.150589576457 44659.534577389044 118549.55375600963 -160283.79387978002 -53677.064811197917 137459.84226867676 -53219.1559659091 21442.670156069158 58684.082667973104 74266.439565934808 200272.47616234759 -28611.239846925819 -20751.335370124209 83497.492331301517 -34578.376290126354 60111.030538940431 -11493.342501326344 -234.46784193469631 -71089.159248817479
leaf_weight=62070 3783399 259 215201 1879 310 84 42 34 246 24 927 369 207 26 38 24 160 22 54 449 232 41 123 1774 91 179 64 4027 1240 209
leaf_count=62070 3783399 259 215201 1879 310 84 42 34 246 24 927 369 207 26 38 24 160 22 54 449 232 41 123 1774 91 179 64 4027 1240 209
internal_value=0 -193.242 -479.791 -6659.76 10417.8 3964.77 368.091 -7442.78 -14724.8 -29873.6 -31996 -12326.1 -4477.56 20258 -17429.7 90116 58887.6 93138.4 108184 49333.2 40845.5 117724 17349.5 -14360.4 13912.6 2750.43 -9639.6 -6255.51 6188.59 -10454.4
internal_weight=0 290405 228335 13134 4213 3718 3569 3078 8921 3199 3175 1296 3044 869 307 149 495 236 214 491 562 125 330 2175 401 269 243 5722 1695 1449
internal_count=4073804 290405 228335 13134 4213 3718 3569 3078 8921 3199 3175 1296 3044 869 307 149 495 236 214 491 562 125 330 2175 401 269 243 5722 1695 1449
is_linear=0
shrinkage=0.1


Tree=2272
num_leaves=31
num_cat=0
split_feature=2 1 4 5 0 0 4 4 0 6 6 5 4 0 4 6 3 5 6 0 6 3 6 4 0 4 6 6 0 6
split_gain=1.07632e+12 7.26896e+12 1.95973e+13 1.92143e+13 1.78603e+13 6.60175e+13 4.17312e+13 3.53891e+13 2.74753e+13 2.84214e+13 1.70877e+13 2.84361e+13 3.11199e+13 1.69014e+13 3.08772e+13 1.60212e+13 1.50647e+13 2.80098e+13 1.56379e+13 1.48183e+13 1.47874e+13 1.36045e+13 1.34103e+13 1.31158e+13 2.66943e+13 1.19958e+13 1.20906e+13 1.14241e+13 1.12631e+13 1.68445e+13
threshold=451.00000000000006 36.865631950000008 11.500000000000002 1.5000000000000002 55.876067900000002 56.309668500000008 15.500000000000002 16.500000000000004 55.649510000000014 80.720000000000013 52.330000000000005 2.5000000000000004 16.500000000000004 55.539595350000006 24.500000000000004 79.015000000000015 4.5000000000000009 2.5000000000000004 99.050000000000011 56.309668500000008 78.010000000000005 10.500000000000002 87.395000000000024 13.500000000000002 55.390026600000006 9.5000000000000018 94.02500000000002 44.820000000000007 55.390026600000006 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -7 13 10 27 -12 -13 23 -15 28 18 -18 -17 22 -8 -11 -19 -5 -25 26 -24 -10 29 -1
right_child=-2 -3 3 4 5 7 20 -9 9 21 11 12 -14 14 -16 16 17 19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=5095.8410678444216 -22.953649916407912 170.18200016715502 -2848.7057430125046 59369.322926025401 197407.3967647668 -42278.062604206367 4262.3049368722095 77833.963080357149 1798.6925439453125 -35301.700047766644 -28923.900519004565 122466.31385416666 -24119.959381975448 57036.451198821647 -5757.1367406384707 -20053.267100544192 -138734.30687500001 2867.7675712719301 16596.31453299991 43946.293629807697 111232.5106648763 -124723.29780092594 -90104.123765120981 7915.661171697443 -94575.225920758938 -116177.65241511418 -13408.27647284836 103197.31691796875 -3499.2166381150414 -72950.147098214293
leaf_weight=2238 3396489 658696 1126 40 33 82 28 35 20 46 178 30 28 241 116 356 25 57 173 26 24 27 31 275 28 26 61 25 13216 28
leaf_count=2238 3396489 658696 1126 40 33 82 28 35 20 46 178 30 28 241 116 356 25 57 173 26 24 27 31 275 28 26 61 25 13216 28
internal_value=0 115.104 -1833.42 6636.95 15140.8 42380 109451 -6347.11 9920.4 -12783.4 1658.66 -9109.42 51700.5 21402 36632.9 -3076.04 -17300.5 -38911.7 -8067.68 -26495.9 53633.2 -68375.4 -36961.7 5549.49 -1555.44 -56201.3 -39251.4 58131.3 -2382.36 4131.46
internal_weight=0 677315 18619 2382 1256 202 85 117 1054 354 281 236 58 700 357 16237 755 226 529 201 52 73 175 343 303 118 92 45 15482 2266
internal_count=4073804 677315 18619 2382 1256 202 85 117 1054 354 281 236 58 700 357 16237 755 226 529 201 52 73 175 343 303 118 92 45 15482 2266
is_linear=0
shrinkage=0.1


Tree=2273
num_leaves=31
num_cat=0
split_feature=4 6 5 0 1 6 6 3 4 0 3 3 1 4 4 4 1 6 3 6 0 7 6 4 0 1 3 6 0 4
split_gain=1.14011e+12 8.93952e+12 1.99785e+13 2.58313e+13 3.82167e+13 4.99983e+13 4.7207e+13 3.56444e+13 3.94586e+13 5.04341e+13 3.20495e+13 5.58362e+13 6.19705e+13 5.34139e+13 3.05365e+13 3.60963e+13 2.93838e+13 5.98868e+13 8.68301e+13 7.49529e+13 4.64189e+13 5.41873e+13 4.07045e+13 6.12122e+13 5.13062e+13 3.93342e+13 3.92344e+13 4.06704e+13 4.20906e+13 1.19522e+14
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 45.067157700000003 38.97264950000001 80.030000000000015 98.020000000000024 21.500000000000004 23.500000000000004 55.81943720000001 4.5000000000000009 6.5000000000000009 40.965343750000009 20.500000000000004 19.500000000000004 20.500000000000004 37.780517050000007 100.05000000000001 9.5000000000000018 108.05000000000001 45.015054600000006 6.0000000000000009 80.720000000000013 16.500000000000004 45.059854000000009 37.768783500000005 9.5000000000000018 99.050000000000011 44.601833250000006 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 16 -6 10 -5 9 -9 14 12 13 -12 -7 -16 25 20 -19 -20 26 -22 -23 -24 -25 -3 -18 28 29 -28
right_child=1 2 -4 7 5 6 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 18 19 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=40.937710363247717 42.193351732376193 -99.099340538785043 -199.41836330340249 -4521.205381717572 -12737.537510317705 -306.92876027691426 -20459.940446018532 -16868.525209263393 5803.9235018575373 101662.10981640626 141641.16396867341 8544.2535564459486 16872.907601169176 19378.026873224433 -179562.0234375 -30558.379584418402 8804.1103677742103 11223.1113861084 251111.69497841285 30765.385006009616 792.42254813167131 21278.238535454439 -21609.517615559897 231467.09474826392 55961.712903225809 -64489.207652853271 -48320.157961309531 -60280.69970703125 51361.648017248954 243865.78078497027
leaf_weight=2547999 1262436 542 217705 33056 3027 382 592 56 1263 100 102 1823 224 55 21 72 253 96 38 26 3197 262 30 36 31 115 21 24 178 42
leaf_count=2547999 1262436 542 217705 33056 3027 382 592 56 1263 100 102 1823 224 55 21 72 253 96 38 26 3197 262 30 36 31 115 21 24 178 42
internal_value=0 -68.3634 -598.308 -2500.03 1674.84 -3475.42 5095.8 -3855 11664.5 59112.7 10743.1 15820.7 50637.1 98810.1 -12817.4 -64204.4 8306.67 11359.9 71372.3 161596 9003.03 4929.03 41766.7 97106.6 150263 -11369.8 36970.5 63861.4 76224.1 146470
internal_weight=0 1.5258e+06 263369 45664 11189 6298 3271 34475 1419 156 2679 2204 381 157 475 93 4891 4234 160 64 4074 3556 359 97 67 657 518 265 241 63
internal_count=4073804 1525805 263369 45664 11189 6298 3271 34475 1419 156 2679 2204 381 157 475 93 4891 4234 160 64 4074 3556 359 97 67 657 518 265 241 63
is_linear=0
shrinkage=0.1


Tree=2274
num_leaves=31
num_cat=0
split_feature=3 0 1 6 0 6 6 3 1 1 6 0 1 6 6 1 4 4 1 3 1 6 0 0 6 7 3 6 1 0
split_gain=1.15664e+12 7.35218e+12 1.63327e+13 4.44595e+13 1.07609e+13 4.55344e+13 9.50551e+12 1.06416e+13 9.29601e+12 2.20435e+13 9.52876e+12 8.74571e+12 2.70217e+13 1.99678e+13 5.38668e+13 1.98328e+13 1.58906e+13 1.26109e+13 1.22875e+13 1.7392e+13 1.18028e+13 1.46853e+13 1.14539e+13 9.88027e+12 2.19999e+13 1.44411e+13 1.83046e+13 1.33956e+13 1.31098e+13 1.28361e+13
threshold=17.500000000000004 47.222459950000008 37.318079750000003 69.605000000000004 47.22829500000001 114.05000000000001 80.030000000000015 19.500000000000004 37.729575300000008 37.740454950000007 82.905000000000015 45.082176650000008 39.763755750000009 156.15000000000003 112.00500000000001 38.958307950000012 26.500000000000004 22.500000000000004 38.97264950000001 19.500000000000004 39.625203600000013 64.015000000000015 45.125532050000011 45.063245050000006 64.405000000000015 6.0000000000000009 21.500000000000004 69.605000000000004 38.958307950000012 45.067157700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 10 -10 -4 16 13 14 15 17 23 -13 19 -17 -20 -22 -16 -11 29 26 27 -26 -29 -25
right_child=1 4 8 -5 -6 -7 7 -9 9 11 -12 12 -14 -15 22 18 -18 -19 20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=10.292571982704574 -6833.4474469866072 -4968.2863282704147 -9497.5032717258437 171370.81372767859 -426.23440922916211 -158877.7589453125 -75196.125311569936 -3577.6284394054878 60934.741358584448 2068.639240613104 -66930.683789062503 4549.367155704942 89898.931205347966 -80548.775694444455 64186.591755022324 -1610.6616382867519 -71135.635981602827 74355.587439903858 8213.0207874042881 -86937.509026421452 786.87570464008525 -30731.773314548071 167436.39559659094 27476.811218486389 -16945.485171646254 -2776.7413776221224 3977.1228872445918 -117932.81036931819 -48708.245537109382 -1879.9447613387558
leaf_weight=3927269 42 1372 297 21 129128 20 42 41 63 9325 32 43 38 27 21 71 31 65 2212 36 827 180 22 163 111 281 104 33 160 1727
leaf_count=3927269 42 1372 297 21 129128 20 42 41 63 9325 32 43 38 27 21 71 31 65 2212 36 827 180 22 163 111 281 104 33 160 1727
internal_value=0 -275.85 1752.2 52568 -523.248 -9016.25 -6956.29 -39818.3 1550.46 1902.63 -15083.7 1662.33 6025.89 5116.31 5781.53 4388.72 367.341 46562.4 3019.28 -30318.8 4127.44 -4847.04 117012 553.547 -4924.64 -20221.6 -32236.3 -44625.2 -60544.6 651.881
internal_weight=0 146535 15932 63 130603 1475 1455 83 15869 15540 329 15477 3542 3504 3477 3434 11935 108 3326 107 3219 1007 43 11904 2579 689 408 304 193 1890
internal_count=4073804 146535 15932 63 130603 1475 1455 83 15869 15540 329 15477 3542 3504 3477 3434 11935 108 3326 107 3219 1007 43 11904 2579 689 408 304 193 1890
is_linear=0
shrinkage=0.1


Tree=2275
num_leaves=31
num_cat=0
split_feature=6 6 2 5 1 4 1 0 1 1 6 4 4 4 1 4 3 1 1 0 6 4 6 1 1 0 1 0 5 3
split_gain=1.15944e+12 2.28886e+13 3.55702e+13 7.25734e+13 7.73675e+13 6.32684e+13 3.61124e+13 4.90298e+13 3.7943e+13 3.62881e+13 3.59352e+13 3.19691e+13 3.71809e+13 2.75258e+13 2.33744e+13 3.45743e+13 2.33015e+13 2.39216e+13 2.25812e+13 2.20124e+13 2.01851e+13 1.91023e+13 2.12913e+13 1.85585e+13 2.11115e+13 3.69022e+13 1.8361e+13 1.82364e+13 1.67854e+13 1.63335e+13
threshold=62.375000000000007 62.995000000000012 75.000000000000014 1.5000000000000002 37.682335600000009 5.5000000000000009 37.563506350000004 55.79439725000001 37.517483500000004 37.442254400000003 62.625000000000007 17.500000000000004 11.500000000000002 21.500000000000004 37.780517050000007 13.500000000000002 15.500000000000002 37.631035900000008 37.702956500000006 55.866549750000011 62.625000000000007 19.500000000000004 62.625000000000007 37.374856000000008 37.503969450000007 55.749683450000006 92.90968070000001 55.876067900000002 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 -2 5 -5 7 10 9 -9 11 12 -7 -13 15 -6 17 20 19 -17 27 -19 -23 -12 -25 -26 29 -8 -11 -4
right_child=1 -3 26 4 14 6 16 8 -10 28 23 13 -14 -15 -16 18 -18 21 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-32.016047502499276 156133.72283653845 32.112891869325708 6208.2909724444107 95880.354420731717 -38458.358769252845 -115038.32481617649 -119359.273984375 1774.293094308036 -38882.037630208331 167145.94909877234 87667.327455357154 -151693.86659179689 5712.4154986213243 -50036.398601973691 56966.158904887357 107459.38958333334 -11917.631552419356 7811.5573931132285 9653.2869817173905 -15351.703369140625 -50632.730950615878 10353.554248046876 -120404.0598248106 -36987.020992660524 -20437.407278645835 112537.41967773438 33239.709344117255 -16218.964541015626 54057.897656250003 -4521.9517932312128
leaf_weight=2995108 26 1062550 12574 41 114 34 120 42 45 35 21 50 102 57 129 54 124 73 201 20 137 20 33 128 60 32 234 20 21 1599
leaf_count=2995108 26 1062550 12574 41 114 34 120 42 45 35 21 50 102 57 129 54 124 73 201 20 137 20 33 128 60 32 234 20 21 1599
internal_value=0 88.8958 3825.71 -9684.05 -12200.8 -26192.9 -30530 -14312 37133.9 72039.2 -29511.9 -56647.8 -24475.3 -97539.9 20078.1 7845.32 -49825.4 -61489.3 27040.3 74267.2 -77921.2 -25365.2 -71061.6 -2150.92 -10724.5 25814.7 5456.41 -104625 124738 4997.7
internal_weight=0 1.0787e+06 16146 1739 1713 1195 1154 627 143 98 484 243 136 107 518 389 527 403 275 74 277 126 53 241 220 92 14407 140 56 14173
internal_count=4073804 1078696 16146 1739 1713 1195 1154 627 143 98 484 243 136 107 518 389 527 403 275 74 277 126 53 241 220 92 14407 140 56 14173
is_linear=0
shrinkage=0.1


Tree=2276
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 0 1 6 4 2 6 7 6 0 3 6 0 6 1 7 3 3 6 3 6 0 4 6 0 3
split_gain=1.10358e+12 2.01029e+13 2.1801e+13 2.06947e+13 4.95546e+13 1.78652e+13 2.60056e+13 1.58889e+13 1.70934e+13 2.22188e+13 1.77155e+13 3.09535e+13 2.18998e+13 1.49177e+13 1.72941e+13 1.34267e+13 1.29976e+13 6.15801e+13 6.7815e+13 2.45519e+13 2.09305e+13 1.78226e+13 1.40385e+13 2.55786e+13 1.28134e+13 1.37807e+13 2.14557e+13 4.09716e+13 1.86268e+13 1.80947e+13
threshold=33.500000000000007 2.5000000000000004 130.05000000000004 112.00500000000001 55.90712030000001 55.768246800000007 37.401708450000008 100.05000000000001 37.500000000000007 2691.5000000000005 76.605000000000004 6.0000000000000009 79.015000000000015 55.801384500000005 15.500000000000002 84.810000000000016 55.812023600000011 71.715000000000018 49.176406850000006 6.0000000000000009 4.5000000000000009 4.5000000000000009 101.02000000000002 30.500000000000004 83.820000000000007 55.633951400000008 38.500000000000007 74.615000000000009 55.753967500000009 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 7 -5 6 -2 8 9 10 11 -3 -12 14 -10 -14 17 19 -19 20 -7 -21 -18 -24 25 -8 27 28 29 -27
right_child=1 2 -4 4 -6 16 24 -9 13 -11 12 -13 15 -15 -16 -17 22 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.8506608245068152 -36452.929612500004 148771.77599085367 -15638.299536075234 191783.21779891304 2828.3675446428574 107336.18068181819 -20943.163728935775 -28922.774159071181 -96917.170556640631 9715.378809570313 -38593.569783903426 40190.785787671237 122966.73744140627 13682.157996961807 7048.1572257995613 34192.449915930709 -3693.6085588248943 -252157.26328125002 -41472.593527832039 -100389.09366244613 5829.0984176002357 -18881.011750392809 117655.2586707482 -32768.306328125 90719.771422119142 138751.25092329548 1089.9524978274967 -70163.655208333337 10840.512513020834 44613.019122744277
leaf_weight=4068660 125 41 212 23 35 22 129 72 32 300 38 73 20 135 32 115 1794 22 50 29 265 358 26 20 20 22 631 39 180 284
leaf_count=4068660 125 41 212 23 35 22 129 72 32 300 38 73 20 135 32 115 1794 22 50 29 265 358 26 20 20 22 631 39 180 284
internal_value=0 1463.78 13259.4 19947.5 77758.7 -1849.33 7119.86 16039.6 20158.2 28744.6 48635.8 79241.8 28467.7 -5169.43 -44934.5 47344.2 -6809.1 -17943.3 -105848 -8552.79 13610.1 -24988.9 -2294.93 52253.7 11293.5 10057.3 13516.7 28452.4 36366.1 51381.1
internal_weight=0 5144 1128 916 58 4016 1430 858 786 587 287 114 173 199 64 135 2586 746 72 674 287 387 1840 46 1305 1285 1156 525 486 306
internal_count=4073804 5144 1128 916 58 4016 1430 858 786 587 287 114 173 199 64 135 2586 746 72 674 287 387 1840 46 1305 1285 1156 525 486 306
is_linear=0
shrinkage=0.1


Tree=2277
num_leaves=31
num_cat=0
split_feature=2 6 6 6 3 1 4 4 0 1 0 0 4 1 3 6 0 0 1 0 1 6 7 0 0 4 4 4 1 4
split_gain=1.04682e+12 8.48805e+12 3.49039e+13 9.68018e+13 9.67612e+13 4.50737e+13 5.18227e+13 3.59385e+13 5.08369e+13 3.55809e+13 4.19945e+13 8.77494e+13 1.20829e+14 5.69545e+13 5.5085e+13 5.25599e+13 4.79651e+13 9.71838e+13 7.85012e+13 4.76651e+13 5.85053e+13 4.81215e+13 4.57788e+13 5.91337e+13 7.79135e+13 5.5182e+13 7.43203e+13 8.68594e+13 6.4079e+13 5.3053e+13
threshold=36.000000000000007 75.010000000000005 79.015000000000015 78.605000000000004 20.500000000000004 37.563506350000004 17.500000000000004 21.500000000000004 55.633951400000008 37.46219940000001 55.791814000000009 55.850146250000009 10.500000000000002 37.534144550000008 14.500000000000002 78.010000000000005 55.858844800000007 55.866549750000011 37.600779750000008 55.801384500000005 37.586700500000006 77.565000000000012 6.0000000000000009 55.710673100000008 55.702806750000008 18.500000000000004 12.500000000000002 10.500000000000002 37.729575300000008 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 9 5 7 -7 -5 -9 -3 13 12 -12 -11 22 -16 -13 -18 -19 20 -14 -22 29 24 -24 26 27 28 -25 -15
right_child=-2 2 -4 4 -6 6 -8 8 -10 10 11 16 19 14 15 -17 17 18 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-393.54093676354682 14.044174628896194 -7514.1352352426884 -687.96113365666122 47893.721003217113 -46672.817977495339 42664.062008561763 -28665.859482828779 229898.17256944446 77909.754808954836 19277.887119678162 -17057.940395035283 -41907.738791132637 256521.52974537038 -5210.058120942369 10368.515140766442 97619.798133116885 80553.934967228241 -23710.858430318407 44767.564540522151 54481.695948150198 160424.63571777346 -22731.757151442307 -19793.700706987293 -87773.949763926634 107384.48375822369 -6906.4876370059756 -124271.80705018941 161002.40699404763 95071.733899456522 115597.46196157095
leaf_weight=252152 3783399 2507 27466 392 134 348 144 27 119 1316 248 217 27 2074 668 77 163 582 235 552 32 26 311 115 57 170 165 21 23 37
leaf_count=252152 3783399 2507 27466 392 134 348 144 27 119 1316 248 217 27 2074 668 77 163 582 235 552 32 26 311 115 57 170 165 21 23 37
internal_value=0 -182.968 1205.07 6025.12 33262.8 43662.2 21787 63667 106017 2730.44 6339.66 18284.9 42160.6 1399.26 -4928.95 19386.4 632.389 10052 -4013.88 65215.9 134925 78320 -11022.1 -30441 -94.9058 -53047.1 -77256.6 -28467.3 -57299.7 -3092.64
internal_weight=0 290405 38253 10787 1164 1030 492 538 146 9623 7116 2082 885 5034 3718 745 1197 980 817 637 85 58 2973 862 368 494 324 159 138 2111
internal_count=4073804 290405 38253 10787 1164 1030 492 538 146 9623 7116 2082 885 5034 3718 745 1197 980 817 637 85 58 2973 862 368 494 324 159 138 2111
is_linear=0
shrinkage=0.1


Tree=2278
num_leaves=31
num_cat=0
split_feature=2 5 4 4 0 6 6 1 4 5 6 4 0 0 1 6 6 0 1 0 1 3 4 2 0 7 1 6 1 0
split_gain=1.07695e+12 7.40369e+12 1.79442e+13 2.53585e+13 4.10159e+13 2.86884e+13 4.40093e+13 3.16315e+13 2.66474e+13 4.72982e+13 4.07304e+13 3.81081e+13 3.24722e+13 3.13984e+13 4.97942e+13 4.73145e+13 4.138e+13 7.6501e+13 3.47645e+13 4.34322e+13 4.62754e+13 3.68511e+13 2.6676e+13 3.65504e+13 2.46293e+13 2.11599e+13 2.5662e+13 2.08758e+13 3.67304e+13 2.7929e+13
threshold=451.00000000000006 3.5000000000000004 30.500000000000004 21.500000000000004 55.988910100000005 91.02500000000002 86.030000000000015 37.740454950000007 16.500000000000004 4.5000000000000009 168.45000000000002 17.500000000000004 55.759969450000007 55.922096200000006 37.46219940000001 93.050000000000011 100.05000000000001 55.850146250000009 37.488790500000007 55.759969450000007 37.586700500000006 7.5000000000000009 17.500000000000004 75.000000000000014 55.79439725000001 6.0000000000000009 37.71815560000001 108.05000000000001 37.318079750000003 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -3 13 11 -11 -13 14 16 -15 17 22 21 -20 -21 -16 23 -10 -22 26 -26 29 -29 -7
right_child=-2 2 -4 4 -6 27 -8 -9 9 10 -12 12 -14 15 18 -17 -18 -19 19 20 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=69.414658679917196 -22.960372074594954 2146.5266358805452 49134.147787252288 -20692.741805491729 134074.74906250002 -11146.954571869177 116223.65893787202 80469.040273437509 38650.05173141892 22638.360019443273 -163820.22621093752 -179586.73059570312 -27451.773063497341 191119.15258789062 -115272.81335449219 40581.659914873235 22991.734224258817 -42516.143281249999 34676.115226658956 110426.8193359375 -116937.79223632812 -6406.9745780512976 210039.79643415182 199180.38247282611 -98046.085053066039 19024.552000280932 10478.457960304055 -61397.795055379742 12296.970553523937 -44657.034238969347
leaf_weight=664604 3396489 9286 82 136 20 763 42 40 37 111 20 20 47 26 44 106 195 30 405 24 32 106 35 23 53 73 37 79 470 369
leaf_count=664604 3396489 9286 82 136 20 763 42 40 37 111 20 20 47 26 44 106 195 30 405 24 32 106 35 23 53 73 37 79 470 369
internal_value=0 115.138 2505.81 2203.05 -8383 -9883.35 24247.4 2298.57 4099.85 16837.6 -28512.7 -13309.6 -72865.2 24161.7 18602.8 70233 51782.8 96696.9 4884.97 15275.8 -20601.4 -38341 140659 100187 -36728 -20981.3 -53430.4 -14309.6 1692.44 -22070.3
internal_weight=0 677315 12711 12629 1919 1899 218 176 10710 1424 198 178 67 1226 1094 132 320 125 774 624 219 150 95 60 195 163 90 1681 549 1132
internal_count=4073804 677315 12711 12629 1919 1899 218 176 10710 1424 198 178 67 1226 1094 132 320 125 774 624 219 150 95 60 195 163 90 1681 549 1132
is_linear=0
shrinkage=0.1


Tree=2279
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 3 0 6 3 1 5 1 3 1 4 1 0 0 4 4 1 1 6 1 1 0 0 0 6 3
split_gain=1.07559e+12 6.42121e+12 1.05665e+13 1.70754e+13 1.37328e+13 1.41807e+13 2.72025e+13 1.36025e+13 1.61341e+13 1.00914e+13 2.53431e+13 2.07429e+13 1.6478e+13 1.52117e+13 1.3825e+13 8.40991e+12 1.52046e+13 3.13645e+13 7.80184e+13 4.39123e+13 2.70406e+13 3.22502e+13 2.35881e+13 2.26917e+13 2.17902e+13 2.14751e+13 1.94862e+13 8.15621e+13 9.04052e+13 7.59126e+13
threshold=41.505000000000003 40.015000000000008 43.687280500000007 43.550475500000012 40.905000000000008 3.5000000000000004 43.6005307 41.285000000000004 2.5000000000000004 39.723160900000003 1.5000000000000002 39.749243900000003 4.5000000000000009 39.712886600000012 13.500000000000002 30.315889700000003 55.812023600000011 55.858844800000007 20.500000000000004 25.500000000000004 37.543519500000009 37.618684050000006 40.205000000000005 37.534144550000008 37.517483500000004 55.840017500000009 55.791814000000009 55.710673100000008 40.610000000000007 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 -5 8 -6 13 11 12 -11 -10 -15 -4 20 18 -18 25 22 26 23 24 -17 -20 27 -22 -29 -30
right_child=-2 2 15 4 7 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-4.1439161505698721 -35.2763379708164 -1230.9453135491995 -3218.2004571692855 185356.8584667969 -22478.052287443694 23058.558764204547 27446.808789062503 69067.004378633734 34259.305604876892 58775.105989583339 -7982.1304532137792 27762.902996826175 181294.69954144023 -71604.854276315789 29496.703199404765 -19136.124663937 593.32501623350106 1655.5222018910763 37035.147397949455 -1145.9288042583164 11133.266520288256 382.28758169529669 -3297.7311385036332 68119.700649919192 -107028.04773706896 75449.388238277534 -19968.73645177608 247516.37057291667 -105361.44166870118 100362.0160431338
leaf_weight=1158149 2768799 605 5486 20 111 55 24 43 66 21 66 48 23 38 21 1032 1913 34665 557 252 1152 93397 6742 29 29 197 139 30 24 71
leaf_count=1158149 2768799 605 5486 20 111 55 24 43 66 21 66 48 23 38 21 1032 1913 34665 557 252 1152 93397 6742 29 29 197 139 30 24 71
internal_value=0 74.845 697.774 10283.6 23280.4 56909.9 99224.1 15661.9 9833.38 22506.8 39302.9 73224.7 122819 1276.48 -35619.6 622.714 772.977 2493.8 12448.9 34993.4 142.888 609.377 -5504.36 -19153 -21538.4 47071.8 15587.8 19458.1 96180.2 48389.8
internal_weight=0 1.305e+06 146856 1141 536 99 44 437 394 283 158 92 44 125 59 145715 140229 37584 2919 1006 102645 94813 7832 1090 1061 754 1416 1277 125 95
internal_count=4073804 1305005 146856 1141 536 99 44 437 394 283 158 92 44 125 59 145715 140229 37584 2919 1006 102645 94813 7832 1090 1061 754 1416 1277 125 95
is_linear=0
shrinkage=0.1


Tree=2280
num_leaves=31
num_cat=0
split_feature=4 1 2 6 4 4 1 0 1 0 1 6 0 4 3 6 6 6 6 3 4 7 1 4 4 1 1 1 1 6
split_gain=1.04047e+12 1.0169e+13 2.89644e+13 6.34768e+13 3.54454e+13 2.81161e+13 2.55628e+13 2.24517e+13 2.1553e+13 2.98897e+13 3.41937e+13 4.28964e+13 4.73358e+13 3.17543e+13 5.58974e+13 2.1721e+13 5.52633e+13 2.28213e+13 2.13377e+13 2.10483e+13 2.06111e+13 2.0599e+13 2.05562e+13 1.81519e+13 4.34876e+13 6.42788e+13 4.01829e+13 3.83109e+13 3.69994e+13 3.68918e+13
threshold=19.500000000000004 39.843340650000009 2970.5000000000005 44.820000000000007 25.500000000000004 30.500000000000004 56.02161850000001 51.307150200000002 39.749243900000003 57.670849000000011 39.763755750000009 66.990000000000023 43.6005307 22.500000000000004 13.500000000000002 108.05000000000001 105.00500000000001 100.05000000000001 79.710000000000022 10.500000000000002 24.500000000000004 6.0000000000000009 41.912736000000002 21.500000000000004 23.500000000000004 44.064675150000006 49.111590500000005 55.957851400000003 56.02161850000001 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 20 23 7 -7 18 -2 10 11 12 13 19 -15 16 17 -12 -6 -10 -3 -8 -22 -5 25 29 -27 -26 -28 -25
right_child=1 2 -4 4 5 6 21 -9 9 -11 15 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 27 26 28 -29 -30 -31
leaf_value=18.34868101634062 -310.63562295013696 1169.9487284698541 -182.65520414717227 14968.781626992561 131674.90952380953 5873.7284096771818 111999.92535665762 -12604.841508247235 -86028.968164062506 -29547.078473011366 -1451.6939012010466 -67934.871079799108 -24323.574392673567 142676.07281541091 -39281.277132812502 89870.337484975971 -147200.43870192309 105553.63140625 2730.0494318181823 35560.176024693086 79260.278760217741 13207.940362079329 -8244.8078144646261 -16416.059710058555 14058.919165230443 23920.156569295854 -4521.7599598851912 -1990.5254675448641 49844.483794981061 -70162.461871069187
leaf_weight=3599339 334816 5742 103171 3402 21 371 46 1728 24 495 5782 168 573 52 25 26 26 20 33 35 27 39 4702 649 7092 804 2423 1882 132 159
leaf_count=3599339 334816 5742 103171 3402 21 371 46 1728 24 495 5782 168 573 52 25 26 26 20 33 35 27 39 4702 649 7092 804 2423 1882 132 159
internal_value=0 -139.195 604.843 3382.33 6860.61 -4950.69 17206.7 -10620.6 -427.252 -5830.67 -4086.56 -22501.1 -11735.4 41301.7 83599 -1327.84 -1734.7 -1082.84 52875.3 -13899.8 -2856.39 66671.8 -7745.2 8458.48 6773.07 -1669.02 4422.46 10693.1 -1713.01 -26992.4
internal_weight=0 474465 132423 29252 18781 2238 456 1782 342042 7226 6731 877 709 136 77 5854 5828 5802 54 59 10471 85 4729 16543 13141 4167 3359 8974 2555 808
internal_count=4073804 474465 132423 29252 18781 2238 456 1782 342042 7226 6731 877 709 136 77 5854 5828 5802 54 59 10471 85 4729 16543 13141 4167 3359 8974 2555 808
is_linear=0
shrinkage=0.1


Tree=2281
num_leaves=31
num_cat=0
split_feature=4 6 6 4 6 2 1 2 1 0 1 4 3 7 6 0 1 6 6 6 1 0 3 4 4 6 6 0 0 6
split_gain=1.09638e+12 6.41449e+12 2.31723e+13 3.97027e+13 6.17713e+13 3.55045e+13 5.58833e+13 3.38662e+13 2.76644e+13 3.85847e+13 3.34163e+13 2.80522e+13 7.41769e+13 2.37789e+13 3.48328e+13 3.24419e+13 4.04958e+13 4.09886e+13 2.67647e+13 2.60598e+13 5.31606e+13 3.03243e+13 5.39757e+13 8.43197e+13 4.61372e+13 2.27531e+13 2.16111e+13 5.91643e+13 2.08342e+13 1.95552e+13
threshold=25.500000000000004 72.020000000000024 77.010000000000005 32.500000000000007 75.605000000000004 2506.0000000000005 37.425454150000007 75.000000000000014 30.323041000000003 59.864072000000007 30.330566300000005 26.500000000000004 11.500000000000002 6.0000000000000009 80.720000000000013 55.061158000000006 39.763755750000009 83.010000000000005 78.010000000000005 91.02500000000002 60.636764050000004 55.897267000000006 10.500000000000002 29.500000000000004 28.500000000000004 94.02500000000002 74.615000000000009 55.883833400000007 47.139841100000005 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 5 26 6 7 -3 9 -4 -10 12 -11 14 18 16 -16 -18 -12 -17 21 22 23 -21 29 -24 27 -5 -15 -23
right_child=1 2 8 4 -6 -7 -8 -9 10 11 13 -13 -14 28 15 19 17 -19 -20 20 -22 24 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.8064653958611814 -91.047048246493958 -102624.02307412791 78942.905791440222 -21524.062871969421 49353.255356802598 6519.6627556221738 42746.179340259238 10761.11140280331 54406.192503396742 36202.584346807576 9473.7862138310193 -22567.39903076172 -199106.03374155407 92515.57255671575 -33439.81441526251 -21508.440151274404 134707.237491862 23492.712645284162 -41426.689691162115 -184092.90660251526 -56275.643744169785 48720.396695006129 81235.124539262833 16344.133041878633 199.32832228535355 -1755.9923769350405 -46196.567793161179 66799.081076632719 2847.9133686936357 136479.97020474137
leaf_weight=4004864 54962 43 23 513 164 1161 768 68 115 21 135 80 37 26 118 842 36 417 440 41 134 204 39 43 297 216 203 89 7676 29
leaf_count=4004864 54962 43 23 513 164 1161 768 68 115 21 135 80 37 26 118 842 36 417 440 41 134 204 39 43 297 216 203 89 7676 29
internal_value=0 395.401 2308.13 10082 -6584.82 17998.7 33160.4 -33162.9 175.629 -40971.3 788.568 -60957 -113908 211.927 -7355.35 -2090.68 18739.1 32331 -29476.1 -8537.18 2351.95 11392.3 -11965 -81488.2 26332.2 10936.8 -17980.9 -8466.32 3150.61 59643.3
internal_weight=0 68940 13978 3009 969 2040 879 111 10969 161 10808 138 58 10693 2991 2416 571 453 575 1845 1003 869 339 84 530 255 805 602 7702 233
internal_count=4073804 68940 13978 3009 969 2040 879 111 10969 161 10808 138 58 10693 2991 2416 571 453 575 1845 1003 869 339 84 530 255 805 602 7702 233
is_linear=0
shrinkage=0.1


Tree=2282
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 3 0 0 6 1 3 0 0 1 4 1 1 6 1 4 1 1 4 4 4 6 1 1 1 6
split_gain=1.072e+12 9.41674e+12 3.29152e+13 1.29561e+13 1.627e+13 1.4687e+13 9.66862e+12 8.9611e+12 8.80648e+12 8.62312e+12 1.60878e+13 1.76286e+13 3.38717e+13 1.11411e+14 5.46309e+13 3.99084e+13 3.51339e+13 2.87852e+13 3.35854e+13 3.29825e+13 2.74357e+13 2.52121e+13 2.49635e+13 2.44116e+13 2.28673e+13 2.24137e+13 2.17806e+13 1.86782e+13 1.86265e+13 1.70474e+13
threshold=39.305000000000007 39.355000000000011 1696.0000000000002 82.971668900000012 82.965501500000016 5.5000000000000009 53.175387700000009 55.014210500000011 39.025000000000013 30.410676000000006 2.5000000000000004 59.982409200000006 59.990753350000013 30.303340300000002 16.500000000000004 30.242318500000007 30.323041000000003 36.905000000000008 30.330566300000005 13.500000000000002 30.226173900000003 30.362494150000003 13.500000000000002 16.500000000000004 14.500000000000002 34.310000000000009 30.362494150000003 30.242318500000007 30.277905650000005 36.405000000000008
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=8 2 -2 4 6 7 -4 -5 9 10 -1 26 13 14 15 20 24 18 25 -19 -13 22 -20 -21 -15 -18 29 -16 -17 -12
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 11 12 -14 16 27 28 17 19 21 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4255.3833631743519 105239.44341517857 -19.754186194173862 23106.211797762786 -10246.930840823921 11119.999660876198 -9531.2196510942358 -7976.7237252733321 1568.5190492316265 2732.858124027679 -24.928741505731786 -3753.1978443514522 2210.3151163519387 1164.08416892233 37200.958701898482 -62042.145236766584 -63620.799361930221 -60623.774398437505 67963.306708195232 70061.668799517603 -54533.867471952217 94416.2401943109 9011.2849582523068 -38724.945531249999 27132.802244172446 95535.05275390626 -1458.1783038535814 5007.2073363280388 -149024.80239109849 14970.005328525642 1348.7512547702522
leaf_weight=13232 28 3020722 110 812 1233 4025 1109 3064 12434 956293 20089 187 23233 420 98 133 100 198 135 43 39 691 25 246 80 178 5058 33 39 9717
leaf_count=13232 28 3020722 110 812 1233 4025 1109 3064 12434 956293 20089 187 23233 420 98 133 100 198 135 43 39 691 25 246 80 178 5058 33 39 9717
internal_value=0 -30.0869 -3036.76 -3329.59 3020.58 -5300.31 -5171.86 -906.751 87.4618 55.5352 1095.73 407.429 2384.8 13107.2 -27939.7 -9502.95 23369 16201.4 7435.84 36522.5 18122 17293.8 53063.8 14981.7 46534.4 -22740.8 -1060.28 -83953.8 -45800.8 -2089.92
internal_weight=0 3.0311e+06 10381 10353 2452 7901 1219 3876 1.0427e+06 1.03027e+06 73974 60742 25878 2645 529 398 2116 1616 1129 487 226 851 160 289 500 278 34864 131 172 29806
internal_count=4073804 3031103 10381 10353 2452 7901 1219 3876 1042701 1030267 73974 60742 25878 2645 529 398 2116 1616 1129 487 226 851 160 289 500 278 34864 131 172 29806
is_linear=0
shrinkage=0.1


Tree=2283
num_leaves=31
num_cat=0
split_feature=2 5 4 6 6 3 1 1 1 0 6 6 1 1 6 1 1 2 5 0 4 6 1 1 0 4 6 4 1 1
split_gain=1.06628e+12 6.14295e+12 2.14672e+13 3.25763e+13 3.09271e+13 2.3512e+13 2.17055e+13 8.4328e+13 3.69365e+13 5.80799e+13 4.21598e+13 5.00124e+13 2.81963e+13 2.71013e+13 2.60399e+13 2.58244e+13 3.0166e+13 2.45588e+13 2.95031e+13 3.02752e+13 2.19024e+13 2.80169e+13 2.16297e+13 2.1013e+13 2.1848e+13 4.2056e+13 1.91357e+13 1.97935e+13 1.86398e+13 4.76146e+13
threshold=3338.0000000000005 4.5000000000000009 9.5000000000000018 103.03500000000001 128.05000000000004 1.5000000000000002 82.918694400000007 82.93515810000001 60.770858000000011 57.14107305000001 103.03500000000001 189.00000000000003 65.493200550000012 43.047633000000012 156.15000000000003 61.511492200000006 82.911604200000014 5719.5000000000009 5.5000000000000009 45.022979600000006 4.5000000000000009 168.45000000000002 61.400814300000008 60.590708550000009 55.029726000000004 15.500000000000002 92.02500000000002 14.500000000000002 47.504912950000005 36.593086150000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -3 8 -8 13 10 -10 14 -11 17 22 -13 -17 -7 19 -19 -21 -22 -12 -5 -25 -26 -4 -28 29 -6
right_child=1 2 3 4 28 6 7 -9 9 12 11 15 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-42.589019438167433 49.686736482590831 14943.512764695244 11320.18255998884 28382.145743336398 48036.685778601699 -74331.758188549444 120276.77709803428 296.20696237280316 -9580.8869804148308 -71069.654520089287 25650.519313401444 -114021.60890625001 55290.974866272525 10886.085476695058 -121816.40193014707 50715.004764524652 -50099.913848039221 -85912.941217912943 71428.389024390242 31379.455409787737 -7865.3147561090655 -95278.028639914774 -72690.675959472661 -80886.449435763891 28176.125582031251 -66900.798647404808 52162.466768152575 154399.76619318183 16608.590540256973 -68611.68651435319
leaf_weight=2406287 1661269 763 105 68 59 67 62 1062 326 21 26 20 111 873 102 71 51 56 41 106 220 44 160 72 100 87 136 22 1331 86
leaf_count=2406287 1661269 763 105 68 59 67 62 1062 326 21 26 20 111 873 102 71 51 56 41 106 220 44 160 72 100 87 136 22 1331 86
internal_value=0 61.4575 3191.16 11530.7 6734.89 -928.778 -4470.91 6914.35 -10047 -26016 -36702.4 -57264.3 35188.1 31.545 -81211.3 -8695.51 8571.06 -17713.8 -9590.88 -17388.5 -7017.24 -22434.1 -58944.1 -21090.5 -34079.5 -16057.5 44408.8 66398 12899.5 -21147.9
internal_weight=0 1.66752e+06 6248 2066 1803 4182 3419 1124 2295 888 756 430 132 1407 288 142 122 534 467 426 370 264 186 327 259 187 263 158 1476 145
internal_count=4073804 1667517 6248 2066 1803 4182 3419 1124 2295 888 756 430 132 1407 288 142 122 534 467 426 370 264 186 327 259 187 263 158 1476 145
is_linear=0
shrinkage=0.1


Tree=2284
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 0 1 6 4 2 6 7 6 0 3 1 6 0 6 0 3 3 0 6 1 7 3 3 6 4
split_gain=1.04624e+12 1.61745e+13 1.83119e+13 1.63466e+13 3.98698e+13 1.46283e+13 2.08944e+13 1.36203e+13 1.27257e+13 1.89584e+13 1.4287e+13 2.42674e+13 1.77017e+13 1.30603e+13 1.4175e+13 1.26475e+13 1.22339e+13 1.11393e+13 1.09894e+13 1.09369e+13 1.08136e+13 1.06837e+13 1.06709e+13 5.01336e+13 5.55173e+13 1.98707e+13 1.69705e+13 1.44249e+13 1.15493e+13 1.07734e+13
threshold=33.500000000000007 2.5000000000000004 130.05000000000004 112.00500000000001 55.90712030000001 55.768246800000007 37.401708450000008 100.05000000000001 37.500000000000007 2691.5000000000005 76.605000000000004 6.0000000000000009 79.015000000000015 55.801384500000005 15.500000000000002 60.605526900000008 44.410000000000004 56.802121050000004 84.810000000000016 55.743464250000009 21.500000000000004 12.500000000000002 55.812023600000011 71.715000000000018 49.176406850000006 6.0000000000000009 4.5000000000000009 4.5000000000000009 114.05000000000001 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 5 3 7 -5 6 16 8 9 10 11 -3 -12 14 -10 -11 -2 -9 -14 -13 -17 -4 23 25 -25 26 -7 -27 -24 -28
right_child=1 2 21 4 -6 22 -8 17 13 15 12 19 18 -15 -16 20 -18 -19 -20 -21 -22 -23 28 24 -26 27 29 -29 -30 -31
leaf_value=-1.8019389461888009 -70171.386228553922 133307.52157012196 -80450.699822443188 171792.6758152174 2304.9283928571431 96683.464524147741 10310.603039148558 -1726.9297167011337 -87647.395178031933 -7882.1171768765844 -34145.698422080597 75346.112035472979 111532.64911132814 14260.908282606337 6476.7565582275392 16952.373624393858 -6515.9002437076051 -88263.660416666666 31219.008203125002 -2074.4438042534725 88401.327050781256 -6839.8899614514803 -2835.7167218172099 -227818.42201704546 -37191.630531249997 -90269.926360452591 72292.613050426138 -16941.703508669041 68473.319565217404 -784.98652182998967
leaf_weight=4068660 51 41 22 23 35 22 1305 51 32 185 38 37 20 135 32 87 74 21 115 36 28 190 1817 22 50 29 22 358 23 243
leaf_count=4068660 51 41 22 23 35 22 1305 51 32 185 38 37 20 135 32 87 74 21 115 36 28 190 1817 22 50 29 22 358 23 243
internal_value=0 1425.25 12005.8 18135.4 69515.6 -1546.57 6569.52 14662.1 18475.4 25884.1 44258 71743.3 26146.3 -3378.08 -40585.3 8306.34 -32487.3 -26966.8 43117.3 37166.1 34348.6 -14478.7 -6034.58 -16123.1 -95438.7 -7650.2 12288.2 -22436.6 -1944.35 5281.83
internal_weight=0 5144 1128 916 58 4016 1430 858 786 587 287 114 173 199 64 300 125 72 135 73 115 212 2586 746 72 674 287 387 1840 265
internal_count=4073804 5144 1128 916 58 4016 1430 858 786 587 287 114 173 199 64 300 125 72 135 73 115 212 2586 746 72 674 287 387 1840 265
is_linear=0
shrinkage=0.1


Tree=2285
num_leaves=31
num_cat=0
split_feature=3 0 6 0 0 1 6 6 0 4 0 7 6 7 5 6 4 0 0 4 6 1 0 5 2 6 0 4 6 3
split_gain=1.08743e+12 9.05531e+12 1.19128e+13 9.37326e+12 2.44986e+13 2.31785e+13 3.11447e+13 1.28596e+13 3.00882e+13 2.23025e+13 1.89161e+13 1.81994e+13 1.75506e+13 1.69983e+13 1.76003e+13 2.94602e+13 1.55224e+13 3.3269e+13 2.16169e+13 1.45399e+13 1.6547e+13 1.45192e+13 1.44498e+13 1.41059e+13 2.17552e+13 1.30229e+13 1.67858e+13 1.28883e+13 4.10271e+13 2.66966e+13
threshold=24.500000000000004 45.036141150000006 62.010000000000012 55.858844800000007 55.850146250000009 37.682335600000009 57.410000000000004 73.41500000000002 55.061158000000006 28.500000000000004 55.02095400000001 6.0000000000000009 70.00500000000001 6.0000000000000009 1.5000000000000002 45.305000000000007 31.500000000000004 55.710673100000008 55.749683450000006 32.500000000000007 78.605000000000004 37.563506350000004 45.097384400000003 2.5000000000000004 75.000000000000014 53.005000000000003 55.743464250000009 33.500000000000007 41.990000000000002 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 -2 4 7 6 -6 12 10 23 22 -12 13 14 15 27 18 -18 -14 -11 -21 -17 -9 24 -10 26 -23 -3 -29 -30
right_child=1 3 -4 -5 5 -7 -8 8 9 19 11 -13 16 -15 -16 21 17 -19 -20 20 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.3912124624860143 27145.161356026787 -13885.906437629319 -48286.082520707831 -3617.7857462778734 97287.522792119576 137474.42518750002 -71152.374665178577 72266.558531821647 -44438.591278286644 22607.149588884626 95180.830144230771 28439.614738103697 -13192.387236809387 2659.4472065685222 3333.7843500969038 -83006.589293109952 -706.26428327145788 -88304.099618902444 65118.215658408721 34839.964547936892 -8929.7839856527462 -34090.416170572913 10437.100214556231 -27928.688050526736 69318.251015625006 -79022.204006410262 61993.766520182289 -25621.399896240237 185193.5128125 23759.528424944197
leaf_weight=4056328 28 539 83 6476 23 25 21 41 29 392 65 110 487 6455 649 83 92 82 38 103 535 75 484 353 40 39 24 64 20 21
leaf_count=4056328 28 539 83 6476 23 25 21 41 29 392 65 110 487 6455 649 83 92 82 38 103 535 75 484 353 40 39 24 64 20 21
internal_value=0 -787.129 -29258.4 -605.136 1186.57 60583.7 16895.8 807.792 7726.7 -483.286 24756.6 53229.2 -909.962 422.708 -9113.72 -18452.9 -16103.2 -41988 -7524.19 7449.6 -1863.51 -49956.3 15265.7 -19845.5 21507.4 -30078.2 -10797.3 -7642.01 24410 102508
internal_weight=0 17476 111 17365 10889 69 44 10820 2152 1452 700 175 8668 7969 1514 865 699 174 525 1030 638 221 525 422 69 138 99 644 105 41
internal_count=4073804 17476 111 17365 10889 69 44 10820 2152 1452 700 175 8668 7969 1514 865 699 174 525 1030 638 221 525 422 69 138 99 644 105 41
is_linear=0
shrinkage=0.1


Tree=2286
num_leaves=31
num_cat=0
split_feature=6 6 6 5 1 0 0 1 5 1 4 0 3 2 1 3 0 5 7 1 7 3 4 4 6 1 4 4 2 1
split_gain=1.04128e+12 2.32536e+13 1.95075e+13 1.74444e+13 1.71381e+13 1.73908e+13 6.17073e+13 2.50072e+13 2.79526e+13 1.96758e+13 2.48938e+13 1.69366e+13 1.97425e+13 3.85029e+13 1.91583e+13 1.63157e+13 1.58926e+13 1.87657e+13 2.41125e+13 3.63651e+13 1.54848e+13 1.53154e+13 1.51878e+13 3.37282e+13 2.19004e+13 3.64546e+13 2.89483e+13 3.92279e+13 2.97639e+13 3.86442e+13
threshold=59.505000000000003 60.005000000000003 58.305000000000007 1.5000000000000002 38.011626600000007 55.050541250000002 55.061158000000006 82.93515810000001 2.5000000000000004 39.105193450000009 9.5000000000000018 54.944948950000004 5.5000000000000009 75.000000000000014 82.991167100000027 2.5000000000000004 56.020150250000007 1.5000000000000002 6.0000000000000009 65.534455000000023 6.0000000000000009 2.5000000000000004 11.500000000000002 18.500000000000004 59.025000000000013 37.957884500000006 22.500000000000004 25.500000000000004 75.000000000000014 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 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 11 -2 9 7 -7 -9 21 -11 14 13 -13 -4 -10 20 18 19 -18 -8 -6 -5 -24 -25 26 28 -28 29 -26
right_child=1 -3 3 22 5 6 16 8 15 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-18.302755557789506 775.39294714188873 36.767777120726599 2031.6048488228623 1033.3707928429099 1969.0362497872393 -14671.434051928289 -4499.5037366044653 28122.708236369683 -2835.1621582031253 -1846.1758565930866 4708.6067824127558 107417.25322570802 -14994.615214100029 -2923.2736606837116 71788.777983398439 -60752.991693808071 -60215.02895584506 -519.15688786739895 50699.602055921052 11964.294878817473 -14134.504172262297 -6992.0821937753899 7327.8218002077992 2709.4520792517251 142143.39116048178 5798.8212256839852 -31298.31684988596 10642.983126136973 -17661.387831267271 16997.176264262027
leaf_weight=2678924 20905 1206187 2505 76416 2513 633 8748 47 56 17681 8618 32 1858 2695 40 370 191 12614 38 110 2061 7912 12929 6712 30 1217 1144 277 202 139
leaf_count=2678924 20905 1206187 2505 76416 2513 633 8748 47 56 17681 8618 32 1858 2695 40 370 191 12614 38 110 2061 7912 12929 6712 30 1217 1144 277 202 139
internal_value=0 -74.3245 34.3902 1363.63 -1698.6 -2538.3 -4580.29 -27669.6 -45064.7 -1155.56 301.781 -3413.76 -7044.9 -1628.48 3127.98 -53139.4 -3505.59 -1143.14 -24361.1 -33837.2 -6336.65 -4831.96 1707.47 3981.75 -468.558 -7557.56 -16628.3 -23122.6 8246.12 39212.5
internal_weight=0 1.28868e+06 2.78512e+06 106196 82497 61592 24868 1106 473 36724 26299 7130 4585 2727 2545 426 23762 12953 339 301 10809 10425 99066 22650 9721 3009 1792 1421 371 169
internal_count=4073804 1288684 2785120 106196 82497 61592 24868 1106 473 36724 26299 7130 4585 2727 2545 426 23762 12953 339 301 10809 10425 99066 22650 9721 3009 1792 1421 371 169
is_linear=0
shrinkage=0.1


Tree=2287
num_leaves=31
num_cat=0
split_feature=4 6 6 4 1 1 4 1 0 0 4 0 0 1 2 0 0 0 6 4 2 1 4 2 6 1 0 0 0 0
split_gain=1.07686e+12 8.45293e+12 2.00654e+13 2.09303e+13 2.3491e+13 3.4632e+13 5.17224e+13 1.07837e+14 1.71957e+14 4.05934e+14 4.30973e+13 2.46905e+13 2.07488e+13 2.0586e+13 1.81849e+13 1.80332e+13 2.74111e+13 1.76588e+13 1.74826e+13 5.08151e+13 3.77156e+13 3.05565e+13 2.8582e+13 4.22705e+13 4.22371e+13 6.72744e+13 3.8272e+13 2.47097e+13 2.45399e+13 2.34078e+13
threshold=10.500000000000002 39.505000000000003 40.015000000000008 17.500000000000004 37.618684050000006 37.543519500000009 16.500000000000004 37.563506350000004 55.676890650000011 55.743464250000009 13.500000000000002 55.759969450000007 44.249882500000005 37.517483500000004 2810.0000000000005 55.390026600000006 55.554045200000012 60.002985000000002 37.995000000000012 13.500000000000002 2851.5000000000005 37.978059650000013 22.500000000000004 2828.5000000000005 37.705000000000005 82.93515810000001 55.050541250000002 57.60122925000001 43.687280500000007 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 8 -7 -10 -9 -12 -5 14 15 -3 -17 -18 21 28 27 -2 23 -23 -24 -26 -27 29 -20 -21
right_child=1 2 -4 12 -6 6 -8 10 9 -11 11 -13 -14 -15 -16 16 17 -19 19 20 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=39.785981358943737 1001.4687435386785 25648.118703913871 -111.87060467421996 -54480.415867017669 -2394.9868198748827 3311.5320847284224 8571.7202939528834 19555.685565313594 -591293.31470170466 -12621.556221064815 -23652.484767252608 -79658.501103811548 449.24718310727621 24488.21217353563 3971.0294941172251 -43518.8123705576 -7260.3809872560741 -28670.976166080884 36261.029909019206 -773.80525086551927 3647.7947942245919 -4958.878763259072 -3542.2232728177537 353.51223587921618 4597.4379836239332 -66266.428258586384 6752.8663039303901 -4848.8330754939343 6642.7254644432142 5157.9292133455092
leaf_weight=2547999 133352 133 1107683 69 22175 42 258 143 22 27 195 132 20345 207 1074 255 3427 434 286 39972 27857 17788 21439 94819 383 371 89 12069 12778 7981
leaf_count=2547999 133352 133 1107683 69 22175 42 258 143 22 27 195 132 20345 207 1074 255 3427 434 286 39972 27857 17788 21439 94819 383 371 89 12069 12778 7981
internal_value=0 -66.4401 -199.418 -2181.01 -3930.54 -9293.75 -28485.2 -45527.4 -145166 -272433 -26235.5 -46260.4 263.583 -6451.48 -7654.66 -10593.2 -11764.3 -9667.06 350.168 1471.94 606.868 -71.9716 -1133.18 -485.661 -4405.56 -26361.8 -52138.8 -804.466 7291.14 213.436
internal_weight=0 1.5258e+06 1.15662e+06 48938 28524 6349 819 561 91 49 470 327 20414 5530 5323 4249 4116 3861 369184 100943 87879 268241 134889 112607 22282 843 460 60022 13064 47953
internal_count=4073804 1525805 1156621 48938 28524 6349 819 561 91 49 470 327 20414 5530 5323 4249 4116 3861 369184 100943 87879 268241 134889 112607 22282 843 460 60022 13064 47953
is_linear=0
shrinkage=0.1


Tree=2288
num_leaves=31
num_cat=0
split_feature=2 0 1 1 7 0 1 0 0 4 4 1 1 6 4 4 7 7 6 7 6 0 4 6 0 6 0 1 7 4
split_gain=1.10138e+12 8.81137e+12 4.15445e+13 4.26046e+13 9.5956e+13 1.68287e+14 9.23301e+13 1.31724e+14 7.4208e+13 7.10317e+13 9.38191e+13 6.77437e+13 6.54727e+13 1.34558e+14 1.22906e+14 9.15486e+13 8.00227e+13 7.83038e+13 6.24726e+13 6.02445e+13 6.37295e+13 5.57911e+13 5.37116e+13 5.35368e+13 5.26103e+13 5.05173e+13 4.97678e+13 7.37451e+13 1.08842e+14 6.89829e+13
threshold=36.000000000000007 55.667390500000003 37.780517050000007 37.729575300000008 6.0000000000000009 55.60524465000001 37.618684050000006 55.595177750000005 55.633951400000008 22.500000000000004 16.500000000000004 37.755233900000007 37.586700500000006 55.405000000000008 12.500000000000002 23.500000000000004 6.0000000000000009 6.0000000000000009 54.710000000000008 6.0000000000000009 81.02500000000002 55.649510000000014 13.500000000000002 59.815000000000005 55.660117850000006 56.010000000000012 55.622114900000007 37.682335600000009 6.0000000000000009 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 6 9 -6 12 19 26 10 -5 -7 -1 17 -15 16 21 -14 24 20 -8 22 -16 -11 -10 -13 27 28 -9 -29
right_child=-2 -3 -4 4 5 11 7 8 18 23 -12 25 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=508.14556484844053 14.405504720814751 -592.80386457267343 -36109.867706853693 8990.2011514729766 108758.96396768811 10945.657269090076 -35134.228368445845 -9776.3531339662277 -14198.480672251018 22674.052371766138 -18779.73396616687 23091.239943998786 -3735.4270787175828 -4469.3522075153223 187958.98960597828 1252.2463348716819 116235.07867128013 71766.946928267047 -30053.307677826007 3181.4990927350573 -195872.69384375002 99181.266275663162 33176.088790728594 126039.77640610847 18656.391341305178 120829.75769357209 24833.47719185795 16481.881684724856 -95794.697409446031 -9595.6113212706259
leaf_weight=74528 3783399 188460 308 2714 206 2695 1847 1356 1531 183 2205 111 3483 725 23 372 197 143 1508 458 25 172 888 69 715 101 921 2654 165 1642
leaf_count=74528 3783399 188460 308 2714 206 2695 1847 1356 1531 183 2205 111 3483 725 23 372 197 143 1508 458 25 172 888 69 715 101 921 2654 165 1642
internal_value=0 -187.675 561.264 672.392 7545.39 21416.6 62.4925 -7819.05 -3042.63 -805.224 -3458 15227.2 1317.38 11364.1 29855.5 44919.3 57610.1 -757.81 -14309.8 -29327.3 -37280.8 46946.1 37083.9 50976.6 -3739.34 69655.3 3234.74 -184.965 -19107.7 6514.65
internal_weight=0 290405 101945 101637 8284 3113 93353 12822 10492 5171 4919 2907 80531 6003 2377 1652 1280 3626 3754 2330 1872 1083 911 252 2246 212 6738 5817 1521 4296
internal_count=4073804 290405 101945 101637 8284 3113 93353 12822 10492 5171 4919 2907 80531 6003 2377 1652 1280 3626 3754 2330 1872 1083 911 252 2246 212 6738 5817 1521 4296
is_linear=0
shrinkage=0.1


Tree=2289
num_leaves=31
num_cat=0
split_feature=3 0 0 6 6 0 6 3 5 6 0 6 6 1 7 1 1 4 0 0 0 1 4 3 6 1 1 1 0 6
split_gain=1.05974e+12 7.90174e+12 1.88754e+13 2.43798e+13 3.91063e+13 1.83111e+13 1.5038e+13 1.4065e+13 2.92554e+13 1.52335e+13 3.53456e+13 6.7575e+13 2.97641e+13 2.07704e+13 2.69626e+13 3.37825e+13 1.99079e+13 1.57118e+13 1.39615e+13 4.95694e+13 4.54276e+13 1.44184e+14 9.06678e+13 4.26432e+13 4.57e+13 3.91018e+13 5.3164e+13 4.67639e+13 1.26188e+14 7.20681e+13
threshold=10.500000000000002 47.234875100000004 47.207933300000008 168.45000000000002 149.05000000000004 47.139841100000005 43.205000000000005 16.500000000000004 3.5000000000000004 99.050000000000011 47.22829500000001 108.05000000000001 118.04500000000002 39.712886600000012 6.0000000000000009 39.735861600000007 39.718675700000013 17.500000000000004 55.622114900000007 55.702806750000008 55.60524465000001 37.425454150000007 14.500000000000002 11.500000000000002 55.805000000000007 37.924401400000008 37.978059650000013 37.318079750000003 55.685785750000008 75.010000000000005
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 5 4 7 -2 -7 9 -9 -4 13 17 -13 -11 15 -15 -14 -12 20 23 -3 22 -22 24 -20 27 -27 28 -25 -30
right_child=1 18 3 -5 -6 6 -8 8 -10 10 11 12 16 14 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-21.96930526107105 664.44831820641684 -487.24540579789249 6537.0382133864277 96354.525269396559 -94152.357890625004 -711.80813163215589 -16122.550172738205 894.86657453876398 -101680.44649135045 -20631.589410731591 108677.03235085227 -92136.529140625003 128492.13215820312 136378.68080078127 -24156.114918154766 -8388.8311704282405 -7924.7694293478262 226884.41480978264 3773.9220513247719 -115.01522274383211 -67222.666615513401 -16834.817856407466 43055.702418943838 5882.458978616959 23213.941197271735 19240.413575014863 -8162.7300143544462 -101.09178797357232 41347.708166644217 143465.52193317818
leaf_weight=3436249 99116 173401 6709 29 40 1352 1191 3990 28 129 22 20 20 40 42 27 23 23 2749 304830 84 4435 663 3582 2159 2737 955 28804 261 94
leaf_count=3436249 99116 173401 6709 29 40 1352 1191 3990 28 129 22 20 20 40 42 27 23 23 2749 304830 84 4435 663 3582 2159 2737 955 28804 261 94
internal_value=0 118.409 877.727 4785.08 4546.12 449.475 -7929.34 4902.66 180.056 7592.3 28054 75500.7 8648.29 6523.6 38661.4 78039.5 55525 169094 -44.8143 325.664 -762.962 -9989.04 30654.9 3575.04 12325.5 2396.24 12152.1 1296.13 11518.5 68387.4
internal_weight=0 637555 112801 11142 11113 101659 2543 11073 4018 7055 346 108 63 238 109 67 43 45 524754 346171 178583 5182 747 41341 4908 36433 3692 32741 3937 355
internal_count=4073804 637555 112801 11142 11113 101659 2543 11073 4018 7055 346 108 63 238 109 67 43 45 524754 346171 178583 5182 747 41341 4908 36433 3692 32741 3937 355
is_linear=0
shrinkage=0.1


Tree=2290
num_leaves=31
num_cat=0
split_feature=3 0 6 3 0 0 1 4 4 7 1 1 4 0 6 4 1 0 6 6 3 4 6 6 6 4 3 0 0 1
split_gain=1.15572e+12 9.2739e+12 8.82202e+12 1.20102e+13 8.13589e+12 3.05416e+13 3.18843e+13 3.91951e+13 7.96823e+13 5.85611e+13 3.87571e+13 4.07995e+13 3.04327e+13 2.96688e+13 2.23953e+13 1.81598e+13 2.94812e+13 3.69522e+13 3.21845e+13 2.60177e+13 2.57578e+13 2.77445e+13 2.99894e+13 2.48468e+13 1.87212e+13 1.98453e+13 3.19055e+13 3.12043e+13 2.52745e+13 2.43218e+13
threshold=20.500000000000004 43.6005307 92.02500000000002 22.500000000000004 55.858844800000007 55.840017500000009 37.702956500000006 24.500000000000004 27.500000000000004 6.0000000000000009 37.374856000000008 37.631035900000008 26.500000000000004 55.850146250000009 156.15000000000003 24.500000000000004 37.631035900000008 55.768246800000007 80.030000000000015 79.015000000000015 22.500000000000004 21.500000000000004 41.005000000000003 53.310000000000009 78.010000000000005 22.500000000000004 21.500000000000004 55.60524465000001 55.702806750000008 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -7 -9 -12 -13 -11 -6 16 18 -18 19 20 21 22 -3 -24 25 27 29 -23 -28 -27
right_child=1 4 -4 -5 14 6 -8 8 -10 13 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=-7.2422937467227477 89953.587795608109 60335.406796875002 -9548.4880642361113 4810.2023697916666 -758.29430300027343 -109962.62208658856 -48645.961904907228 170826.0649872449 15622.366552649059 88153.240404389304 -6059.1184773763025 214320.96755952379 70869.45556640625 -9715.5030037572833 -46169.092445527524 -462.69818061870524 2823.3313374236523 -23803.406972898192 39916.629389583337 -60027.374822771992 -4726.2854201342361 -46945.116892089849 -161574.10027173915 -23424.732011718752 68133.826699746627 17230.788362195755 30621.227436688554 12684.082546737438 -18795.187504245925 60912.139571819738
leaf_weight=3999853 37 20 36 30 29751 48 64 49 465 42 48 21 50 118 109 30814 8558 555 375 54 822 100 23 30 74 216 207 717 207 311
leaf_count=3999853 37 20 36 30 29751 48 64 49 465 42 48 21 50 118 109 30814 8558 555 375 54 822 100 23 30 74 216 207 717 207 311
internal_value=0 391.72 30377.1 51829.7 349.898 1214.69 19395.3 24573.2 36948.3 -13087.5 95975.3 65154.4 113299 15975 -924.06 832.788 4086.44 1201.71 12416.2 8707.9 10069 16453.1 -44003.3 -83376.3 18862.1 16788.1 26688.1 5385.53 5913.02 43008.6
internal_weight=0 73951 103 67 73848 43988 905 841 633 208 168 119 71 160 29860 43083 12269 9113 3156 2781 2727 1905 73 53 1832 1758 941 817 414 527
internal_count=4073804 73951 103 67 73848 43988 905 841 633 208 168 119 71 160 29860 43083 12269 9113 3156 2781 2727 1905 73 53 1832 1758 941 817 414 527
is_linear=0
shrinkage=0.1


Tree=2291
num_leaves=31
num_cat=0
split_feature=3 1 4 6 6 1 0 0 1 6 6 1 6 6 1 0 0 4 6 5 3 6 6 0 0 3 0 6 0 6
split_gain=1.22994e+12 8.81025e+12 1.69081e+13 1.43337e+13 2.57603e+13 1.36612e+13 2.97043e+13 2.91058e+13 3.00507e+13 2.21425e+13 1.64658e+13 2.63883e+13 3.55972e+13 1.43262e+13 1.28102e+13 2.11604e+13 1.71234e+13 1.67315e+13 1.60286e+13 1.13894e+13 1.32954e+13 1.30089e+13 3.666e+13 2.81334e+13 5.00231e+13 3.12787e+13 2.60167e+13 1.87325e+13 1.59432e+13 1.36817e+13
threshold=22.500000000000004 60.605526900000008 23.500000000000004 57.995000000000012 112.00500000000001 60.549354600000008 56.782540950000005 56.818587550000011 60.590708550000009 122.65000000000002 48.945000000000007 60.590708550000009 87.395000000000024 94.02500000000002 60.620042600000012 56.858606850000008 56.818587550000011 25.500000000000004 73.00500000000001 3.5000000000000004 29.500000000000004 120.05000000000001 118.04500000000002 56.006509350000009 45.063245050000006 24.500000000000004 54.810424650000009 86.920000000000016 59.905532300000012 130.05000000000004
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 -3 -5 19 -7 8 13 10 -9 12 -12 -8 15 16 17 -4 -17 21 -21 22 27 24 -23 29 -27 -2 -25 -26
right_child=1 2 14 4 -6 6 7 9 -10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 20 -22 23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-5.5641611698340672 591.89977320871537 3999.1490674430943 65691.919694010416 95788.606556490398 -20417.919176793981 -46044.495563687989 14413.372394729875 7527.3857608731241 52055.524544969812 -102961.01826923079 -9088.2846539369566 -36064.913328098606 103259.0706439394 -62001.057589285716 1818.1842188301425 -9382.9563256725469 82061.794317452572 -2318.4782631151606 84102.651249999995 11347.337885371011 82291.460477120534 -33047.33662405303 -114477.48169642857 -88932.383707157263 189331.23489583333 120247.44868607954 -8763.0191225405106 -9756.725263770697 22377.597052556819 91579.253072916676
leaf_weight=4032453 30387 81 57 65 27 194 59 358 163 26 194 370 33 42 6245 221 70 99 20 467 28 66 28 31 21 22 54 1856 22 45
leaf_count=4032453 30387 81 57 65 27 194 59 358 163 26 194 370 33 42 6245 221 70 99 20 467 28 66 28 31 21 22 54 1856 22 45
internal_value=0 542.604 3808.44 34675.8 61684.5 -109.786 -9647.68 -3976.21 25497.7 -11908 -9429.1 -19597.3 7244.15 -17362.9 3012.85 18988.6 40970.1 22531.5 -1624.81 305.784 15360.3 76.7167 -103.12 22312.4 38885.3 72318.8 28582.1 -3.79691 -42728.2 122682
internal_weight=0 41351 6885 173 92 34466 1439 1245 264 981 955 597 227 101 6712 467 226 156 241 33027 495 32532 32271 261 208 142 76 32243 53 66
internal_count=4073804 41351 6885 173 92 34466 1439 1245 264 981 955 597 227 101 6712 467 226 156 241 33027 495 32532 32271 261 208 142 76 32243 53 66
is_linear=0
shrinkage=0.1


Tree=2292
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 6 4 1 0 0 0 0 6 6 7 6 6 4 4 1 4 4 0 6 3 4 6 6 6 3
split_gain=1.13594e+12 3.28755e+13 9.92279e+13 3.52102e+13 4.21323e+13 3.43924e+13 2.8232e+13 2.09473e+13 4.24605e+13 7.84612e+13 1.18732e+14 8.4564e+13 9.45227e+13 7.53213e+13 6.12922e+13 5.42355e+13 6.13991e+13 5.81892e+13 5.39797e+13 4.8553e+13 6.33784e+13 1.04655e+14 4.54812e+13 4.35214e+13 4.73098e+13 4.32927e+13 3.95688e+13 4.2882e+13 3.93702e+13 4.24715e+13
threshold=39.038055050000004 39.033214400000013 45.022979600000006 21.500000000000004 9.5000000000000018 87.395000000000024 23.500000000000004 39.079932600000006 45.085557650000005 45.07004340000001 45.029425500000009 45.00849250000001 81.02500000000002 89.00500000000001 6.0000000000000009 130.05000000000004 168.45000000000002 14.500000000000002 14.500000000000002 39.069277450000008 16.500000000000004 17.500000000000004 45.053967500000006 63.415000000000006 5.5000000000000009 18.500000000000004 91.02500000000002 96.050000000000011 83.820000000000007 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 -3 6 -4 8 9 10 11 18 19 14 22 17 -17 -14 -2 20 -13 23 -12 -22 -25 28 -11 -28 -19 -30
right_child=7 2 5 -5 -6 -7 -8 -9 -10 26 13 12 15 -15 -16 16 -18 25 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-19.551279926919566 7321.0674838647774 5641.7706514922756 -5488.23625990652 -32666.93480856008 34073.376913659355 -40345.120280987925 -21834.587266655864 -2.0112810642249275 -4100.462440503863 9044.5562189902994 -30891.790610475193 3511.3760088919007 8161.4447034929808 -79489.249862323224 6306.9651246985613 -56507.48902666285 120172.81354166668 176709.24066310978 -4713.6711886935618 -2378.7309752881765 52383.439162637682 15641.690342318419 -9296.8739361707503 224070.7334099265 80289.017521623886 38500.142904089 127342.00793547454 27847.30195669235 85206.939301215287 -38598.350012600808
leaf_weight=1511021 5599 1173 12879 145 938 313 1151 2490438 9580 12547 1370 3007 345 158 1764 109 24 41 11147 3301 305 1890 3385 34 70 505 54 219 261 31
leaf_count=1511021 5599 1173 12879 145 938 313 1151 2490438 9580 12547 1370 3007 345 158 1764 109 24 41 11147 3301 305 1890 3385 34 70 505 54 219 261 31
internal_value=0 -68.1734 -4494.29 15000.9 18275 -7560.67 -6829.27 40.9016 1958.02 3215.23 659.072 3644.79 10959.9 -11266.4 -9612.85 35919.9 -24625.3 42726.8 -689.874 7143.59 13067.7 25566.9 -15518.8 71431.7 127295 56957.2 9864.05 47527.6 84947.6 72063.2
internal_weight=0 1.52762e+06 16599 2256 2111 14343 14030 2.54618e+06 55746 46166 33346 26669 9923 6677 6519 1316 133 1183 16746 8607 5306 2299 4755 409 104 838 12820 273 333 292
internal_count=4073804 1527620 16599 2256 2111 14343 14030 2546184 55746 46166 33346 26669 9923 6677 6519 1316 133 1183 16746 8607 5306 2299 4755 409 104 838 12820 273 333 292
is_linear=0
shrinkage=0.1


Tree=2293
num_leaves=31
num_cat=0
split_feature=4 6 6 1 4 1 4 1 4 0 1 0 1 7 0 1 1 1 1 4 3 4 1 0 0 1 3 2 1 1
split_gain=1.09487e+12 9.03037e+12 1.79577e+13 2.8791e+13 3.15844e+13 2.19192e+13 3.07227e+13 3.20936e+13 2.87673e+13 3.37724e+13 3.13852e+13 3.08666e+13 2.37001e+13 4.56453e+13 2.70034e+13 2.18983e+13 2.11101e+13 2.21045e+13 4.69774e+13 2.84199e+13 3.28441e+13 2.9281e+13 2.19633e+13 2.09364e+13 2.0257e+13 3.76273e+13 2.32824e+13 1.89579e+13 1.82102e+13 2.27778e+13
threshold=10.500000000000002 74.015000000000015 74.615000000000009 39.843340650000009 19.500000000000004 37.631035900000008 13.500000000000002 37.71815560000001 15.500000000000002 55.753967500000009 37.374856000000008 55.876067900000002 37.682335600000009 6.0000000000000009 55.783232450000007 83.015546400000019 37.534144550000008 37.318079750000003 37.290808600000013 18.500000000000004 18.500000000000004 23.500000000000004 37.401708450000008 55.876067900000002 55.768246800000007 37.563506350000004 6.5000000000000009 75.000000000000014 30.205407000000005 30.624707450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 27 12 11 16 28 24 13 14 -8 -5 17 18 -10 22 21 -21 -19 -12 25 -3 -26 -7 -11 -30
right_child=1 2 -4 4 -6 6 7 -9 9 10 23 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=40.117182339572054 44.123901012077781 3781.5592842371329 -482.0195313726399 23974.361582658763 -11721.039456432713 103902.40899697581 -13417.819673295457 -15801.435246713958 -15252.916039985525 -50991.154854329427 74644.105305989593 -42401.377304612382 -81529.886215231614 -65984.547589497626 147131.22593749998 -24595.464970887384 23890.505711206897 -98023.759780092601 150908.19207031251 -198349.53000000003 -19471.856956129806 -61845.48717151989 -291.7062928427419 -20557.76156529018 -5840.3561677631587 -125390.37439903845 107204.19857840402 1804.1181906960228 24173.189435110951 -25363.236668280595
leaf_weight=2547999 1262436 170 258133 747 620 31 22 1536 114 48 132 325 141 79 20 106 116 27 20 30 52 33 155 28 38 26 35 44 422 119
leaf_count=2547999 1262436 170 258133 747 620 31 22 1536 114 48 132 325 141 79 20 106 116 27 20 30 52 33 155 28 38 26 35 44 422 119
internal_value=0 -66.9932 -599.623 -6397.44 5454.64 -11036.9 -18703.5 -21319.3 -3439.14 4913.23 18708.5 -21662.5 -53668.2 -21201.2 63034.1 17938.7 -13976.5 -24168.1 9547.25 -39379.7 -78295 -126847 -14790.4 57983.8 3393.79 -13353.5 48359.1 44004.7 8039.53 13277
internal_weight=0 1.5258e+06 263369 5236 1473 3763 1873 1798 1890 1296 749 594 262 121 42 853 547 431 134 297 115 63 182 160 269 196 73 75 589 541
internal_count=4073804 1525805 263369 5236 1473 3763 1873 1798 1890 1296 749 594 262 121 42 853 547 431 134 297 115 63 182 160 269 196 73 75 589 541
is_linear=0
shrinkage=0.1


Tree=2294
num_leaves=31
num_cat=0
split_feature=4 1 1 4 4 6 7 1 4 6 0 7 6 4 4 3 6 4 5 0 6 6 1 1 0 6 3 4 0 0
split_gain=1.07948e+12 6.18016e+12 5.65085e+13 1.03208e+14 3.79499e+13 1.10991e+14 1.22273e+14 8.8579e+13 3.72584e+13 7.34834e+13 6.06247e+13 5.59768e+13 4.71905e+13 4.04698e+13 3.48083e+13 3.4455e+13 3.05422e+13 2.9526e+13 2.90816e+13 3.24015e+13 5.12442e+13 3.68517e+13 3.03806e+13 7.77093e+13 6.18541e+13 2.96191e+13 2.90583e+13 2.88216e+13 6.86271e+13 7.20205e+13
threshold=25.500000000000004 37.600779750000008 37.682335600000009 29.500000000000004 31.500000000000004 76.605000000000004 6.0000000000000009 37.631035900000008 27.500000000000004 54.990000000000002 55.753967500000009 6.0000000000000009 46.805000000000007 26.500000000000004 26.500000000000004 8.5000000000000018 35.010000000000012 26.500000000000004 3.5000000000000004 60.034792100000011 70.00500000000001 70.50500000000001 37.543519500000009 37.503969450000007 55.783232450000007 61.025000000000006 1.5000000000000002 31.500000000000004 55.696737300000009 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 6 -5 15 9 12 16 -11 13 -3 -13 -8 -10 18 19 20 22 -22 23 26 25 -25 -2 28 -19 -30
right_child=1 2 -4 4 -6 -7 7 -9 10 11 -12 14 -14 -15 -16 -17 -18 27 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-6.753807872361115 65169.028912121736 80346.373437500006 13.008332115540647 141987.18478515625 7652.1486659908041 -260781.90265624999 -83269.573629127364 -240308.19119318185 -66111.933519345243 -184017.47083333333 155801.22664292282 -58233.462628073772 117302.08144985465 -8049.5481690453707 52003.864984809028 23609.276005161832 59894.523213615583 -25663.09945668597 -73685.535709981719 -4015.0690775508065 122056.03043836805 28644.685111330968 -25954.695504720305 173093.28307883523 -18327.602405894886 63016.477521306828 3854.0972443796563 981.89495469157418 24110.421292556144 -5984.1179333292566
leaf_weight=4004864 79 90 36765 40 2673 20 53 22 21 21 68 61 86 122 54 70 229 1569 47 2497 45 687 283 55 44 44 3576 10818 884 7917
leaf_count=4004864 79 90 36765 40 2673 20 53 22 21 21 68 61 86 122 54 70 229 1569 47 2497 45 687 283 55 44 44 3576 10818 884 7917
internal_value=0 392.342 1188.26 13091.3 4472.07 -36993 -12799.6 -55499.4 46078 27024.7 72081.7 -33885.3 54822.5 29477 -6469.85 -22444.2 49310 -733.98 4724 5228.13 10023.5 34387.2 5653.48 8008.7 80324.8 124170 5179.37 -2629.13 -6396.15 -2961.33
internal_weight=0 68940 40395 3630 2878 205 185 145 752 434 318 136 298 212 115 123 250 28545 7357 7310 4813 732 4081 3798 143 99 3655 21188 10370 8801
internal_count=4073804 68940 40395 3630 2878 205 185 145 752 434 318 136 298 212 115 123 250 28545 7357 7310 4813 732 4081 3798 143 99 3655 21188 10370 8801
is_linear=0
shrinkage=0.1


Tree=2295
num_leaves=31
num_cat=0
split_feature=3 1 1 6 6 1 0 6 1 4 6 1 1 6 1 0 0 1 6 6 1 6 6 6 4 6 4 1 1 6
split_gain=1.07294e+12 8.18486e+12 1.26613e+13 2.43702e+13 7.2962e+12 7.23188e+12 1.5645e+13 3.57498e+13 1.36025e+13 2.83769e+13 1.30839e+13 1.25128e+13 1.79301e+13 1.23796e+13 1.07379e+13 2.31211e+13 2.35873e+13 2.43243e+13 1.79177e+13 1.33146e+13 2.13981e+13 2.88408e+13 1.16373e+13 1.08107e+13 1.04925e+13 1.8448e+13 1.35241e+13 4.05513e+13 1.21835e+13 1.10514e+13
threshold=22.500000000000004 30.157841000000001 30.205407000000005 52.610000000000007 19.050000000000004 60.605526900000008 57.15297970000001 88.00500000000001 60.636764050000004 24.500000000000004 125.02000000000002 82.906746050000024 82.970388650000018 66.50500000000001 60.549354600000008 56.782540950000005 56.818587550000011 60.590708550000009 122.65000000000002 48.945000000000007 60.590708550000009 87.395000000000024 89.00500000000001 84.00500000000001 23.500000000000004 112.00500000000001 24.500000000000004 82.918694400000007 82.956351500000011 46.805000000000007
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 3 -3 -4 14 8 -8 9 -7 13 -10 24 -11 -6 23 17 22 19 -18 21 -21 -17 -16 25 28 27 -26 -13 -29
right_child=1 2 4 -5 5 6 7 -9 11 10 -12 12 -14 -15 15 16 18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-5.1969220479701796 -25681.457892922797 -919.74796531593404 -55828.056844429346 84897.572829026438 286.23792246700685 119099.00843750002 5305.0715151367185 163497.59953125002 -4909.0458843428423 5567.2627305453198 -20454.023147078806 134193.98448264383 -7414.7696064381398 30464.046521765908 -32311.303560431985 13632.349798163053 6798.896848465949 46860.309989470501 -92616.601201923084 -8144.2239489368558 -32442.883533919052 92980.806553326242 -55017.327080305236 -106808.72045454546 -134239.03617788464 -33469.516587611608 9591.8551438475206 35734.039447985204 36889.728364415321 -19438.320262695313
leaf_weight=4032453 119 91 23 52 32748 25 50 20 2147 499 115 22 919 333 170 58 357 163 26 194 370 33 43 22 26 21 2517 57 31 100
leaf_count=4032453 119 91 23 52 32748 25 50 20 2147 499 115 22 919 333 170 58 357 163 26 194 370 33 43 22 26 21 2517 57 31 100
internal_value=0 506.792 582.374 30286.6 478.996 510.532 3468.13 50502.9 2984.8 13938.1 11162 1161.74 4691.12 15532 -84.8975 -8548.65 -3563.62 22966.5 -10710.5 -8478.27 -17613.9 6556.77 -15594.7 -40847.5 8701.69 45851.2 7683.52 -18564 77280.2 592.409
internal_weight=0 41351 41232 143 41089 41066 6882 70 6812 972 947 5840 3693 832 34184 1436 1244 264 980 954 597 227 101 192 2774 74 2700 183 53 157
internal_count=4073804 41351 41232 143 41089 41066 6882 70 6812 972 947 5840 3693 832 34184 1436 1244 264 980 954 597 227 101 192 2774 74 2700 183 53 157
is_linear=0
shrinkage=0.1


Tree=2296
num_leaves=31
num_cat=0
split_feature=1 3 4 1 0 0 0 0 4 0 4 7 3 1 5 4 4 0 3 7 6 7 4 1 6 1 6 0 3 4
split_gain=1.06026e+12 1.42543e+13 5.35841e+13 1.07147e+14 5.81284e+13 8.98789e+13 1.38356e+14 1.6194e+14 1.36721e+14 9.071e+13 1.8418e+14 7.40968e+13 7.40436e+13 8.17142e+13 7.98672e+13 6.19253e+13 9.04559e+13 8.08624e+13 8.05861e+13 5.71836e+13 6.82744e+13 5.40709e+13 7.23302e+13 1.02694e+14 1.22454e+14 1.11597e+14 1.00714e+14 9.39669e+13 1.24268e+14 9.74725e+13
threshold=30.345769800000003 6.5000000000000009 13.500000000000002 30.315889700000003 60.028671700000011 59.905532300000012 59.91832440000001 59.950512650000007 12.500000000000002 59.963561900000009 12.500000000000002 6.0000000000000009 8.5000000000000018 30.323041000000003 1.5000000000000002 8.5000000000000018 10.500000000000002 59.990753350000013 9.5000000000000018 6.0000000000000009 67.91500000000002 6.0000000000000009 17.500000000000004 30.205407000000005 56.505000000000003 30.323041000000003 102.04000000000001 59.825842200000004 12.500000000000002 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 -3 5 -5 8 -8 12 10 19 -6 13 14 -7 17 18 -11 -17 20 -9 -4 23 26 -25 -26 -23 -27 -29 -30
right_child=-2 2 21 4 11 6 7 9 -10 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 25 27 -28 28 29 -31
leaf_value=-451.28441534010727 -12.75646945857198 1710.9742077707115 2502.4633719572489 -874.37232061065413 -14203.399979200643 40810.634144467214 -34590.622068399876 239931.61674107143 -70550.151509232965 -181186.7145123106 224474.92986607144 126858.35900440706 238276.00873579548 -9361.9340838068183 185195.82074104977 44140.364730831381 14272.038342132222 14285.105740201274 152268.85511328126 16665.425066830412 4522.3946732954546 2662.3952784028384 -548.5630525451362 -6882.0454717431712 -45553.711610007325 -31917.519484511795 147316.37484056124 10323.811441200658 284051.79568142362 20508.611956521738
leaf_weight=139196 3834081 28743 30556 1469 824 61 434 28 44 33 70 39 44 55 103 851 1756 59 75 198 22 2716 25889 3938 2003 257 49 152 36 23
leaf_count=139196 3834081 28743 30556 1469 824 61 434 28 44 33 70 39 44 55 103 851 1756 59 75 198 22 2716 25889 3938 2003 257 49 152 36 23
internal_value=0 204.024 1111.41 4276.81 16239.5 20157 28217.3 22611.2 92604.7 30640.2 81228.2 -7828.65 119901 96117.4 131492 24841 27608.2 -55829.8 52898.1 40795.7 136352 -572.525 -3252.25 -10882.1 -17831.4 -35281.3 5225.88 8683.72 58136.4 181315
internal_weight=0 239723 100527 34908 6165 5302 3833 3526 307 3092 318 863 263 219 164 2774 2682 92 926 248 50 65619 35063 9174 6409 2471 2765 468 211 59
internal_count=4073804 239723 100527 34908 6165 5302 3833 3526 307 3092 318 863 263 219 164 2774 2682 92 926 248 50 65619 35063 9174 6409 2471 2765 468 211 59
is_linear=0
shrinkage=0.1


Tree=2297
num_leaves=31
num_cat=0
split_feature=3 4 3 4 6 6 3 1 2 6 0 1 7 0 2 0 3 5 3 6 3 6 1 1 7 1 1 1 0 0
split_gain=1.06763e+12 6.56573e+12 1.00202e+13 6.67471e+12 1.20831e+13 4.69846e+13 2.3462e+13 2.50086e+13 2.33723e+13 2.25654e+13 2.06616e+13 2.15864e+13 4.4295e+13 2.04766e+13 1.91548e+13 1.80513e+13 1.82329e+13 1.77893e+13 1.56062e+13 2.6935e+13 2.04994e+13 3.07708e+13 2.5906e+13 3.50269e+13 3.20207e+13 2.30976e+13 2.22791e+13 2.69802e+13 2.56465e+13 3.27846e+13
threshold=17.500000000000004 14.500000000000002 23.500000000000004 24.500000000000004 98.020000000000024 108.05000000000001 19.500000000000004 37.682335600000009 2691.5000000000005 99.050000000000011 56.006509350000009 49.111590500000005 6.0000000000000009 56.850115550000005 75.000000000000014 43.6005307 21.500000000000004 2.5000000000000004 22.500000000000004 134.05000000000004 19.500000000000004 128.05000000000004 60.620042600000012 39.763755750000009 6.0000000000000009 82.901648750000021 39.718675700000013 37.543519500000009 55.039488700000007 56.791379400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 6 10 9 14 -8 11 -6 -13 -12 -9 16 -5 -10 19 20 21 26 23 -22 -25 -23 27 -7 -28 -30
right_child=1 3 -4 4 5 18 7 8 17 -11 13 12 -14 -15 -16 -17 -18 -19 -20 -21 22 25 -24 24 -26 -27 28 -29 29 -31
leaf_value=9.8886262390481132 -63372.677210365859 471.21812697412281 7907.2036287006576 -116893.2265625 -5255.0406650037658 30442.216599151237 126916.06129807694 30580.676244055707 80088.392325367662 29224.884694908411 138827.82111191863 160323.27229166668 -7568.784919507576 41236.839907340123 -76509.407979796364 -1114.8348000165017 5747.0734375000002 4351.3694610509256 5999.9428850259073 21680.966991338315 -27193.235329279822 -97483.740395220593 -58537.157302570813 147688.0889811198 -15663.909293619792 -11797.931231442994 12445.506679687502 -80572.649635416674 216622.67511718749 37725.999386160714
leaf_weight=3927269 41 68448 38 27 83 81 26 23 34 261 43 30 33 43 61 74379 22 353 1210 230 252 34 203 24 24 421 40 30 20 21
leaf_count=3927269 41 68448 38 27 83 81 26 23 34 261 43 30 33 43 61 74379 22 353 1210 230 252 34 203 24 24 421 40 30 20 21
internal_value=0 -265.024 -29086.2 -249.478 -881.851 4792.89 23322.6 14805.8 627.007 38075 51148.9 28244.9 72379.8 90032.3 -47187.1 -1154.81 -61830.2 11005.3 -2289.89 -9558.52 -15806.4 -4034.34 -30948.6 -12280.4 66012.1 -18200.8 29537.3 438.199 69413.8 124993
internal_weight=0 146535 79 146456 78008 3580 990 758 471 287 232 146 63 86 84 74428 49 387 2590 1380 1150 647 503 300 48 455 192 111 81 41
internal_count=4073804 146535 79 146456 78008 3580 990 758 471 287 232 146 63 86 84 74428 49 387 2590 1380 1150 647 503 300 48 455 192 111 81 41
is_linear=0
shrinkage=0.1


Tree=2298
num_leaves=31
num_cat=0
split_feature=0 3 1 1 1 4 0 4 6 4 1 1 1 6 0 4 4 4 0 6 6 6 4 6 2 4 7 1 6 7
split_gain=1.05383e+12 6.00302e+12 6.30974e+12 1.1455e+13 1.03908e+13 9.31261e+12 8.78429e+12 6.44663e+12 2.21562e+13 1.26901e+13 1.1504e+13 3.32998e+13 1.61233e+13 2.29067e+13 1.96322e+13 4.06244e+13 3.31397e+13 1.80928e+13 1.19713e+13 1.19174e+13 1.14901e+13 1.11172e+13 1.09374e+13 9.63645e+12 9.45801e+12 8.37649e+12 4.38659e+13 2.06137e+13 2.03584e+13 9.18167e+12
threshold=61.78914120000001 16.500000000000004 39.763755750000009 39.843340650000009 34.382014200000008 9.5000000000000018 63.565651350000003 9.5000000000000018 112.00500000000001 10.500000000000002 52.419561900000012 50.815483650000004 53.67029225000001 74.615000000000009 63.565651350000003 6.5000000000000009 8.5000000000000018 5.5000000000000009 63.565651350000003 64.405000000000015 33.305000000000007 84.810000000000016 2.5000000000000004 58.995000000000012 14624.000000000002 4.5000000000000009 6.0000000000000009 42.186961750000002 62.995000000000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 9 24 11 25 13 14 15 19 20 18 21 -12 -16 -15 -13 -24 -9 26 27 -5 -28 -27
right_child=1 -3 3 7 6 -7 -8 8 -10 -11 12 22 -14 17 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 29 28 -29 -30 -31
leaf_value=4.2622745438726595 -1978.0426517694 40202.313774956601 22572.488667099085 -42317.002206503385 -23871.076266615288 -23133.865042892157 -1477.1336932146992 18620.374302484863 110060.20695312502 -1365.9297099514392 -13820.030775750753 -14145.058344480371 -913.17879041474635 54475.0673828125 871.21226245117202 33858.29981462931 -2990.4398966948193 17594.100863966301 18427.500594429348 -59532.286095610121 38415.335623106665 146484.40859375001 -34465.318215506421 -80969.311359797313 -44174.834062500006 -2032.9395602856578 44458.391382514106 11767.771060734092 154373.62780539773 -18509.794594564955
leaf_weight=4045394 5793 36 354 111 427 51 297 591 20 1294 602 119 14523 24 100 194 576 134 23 63 441 29 112 74 25 1687 72 193 22 423
leaf_count=4045394 5793 36 354 111 427 51 297 591 20 1294 602 119 14523 24 100 194 576 134 23 63 441 29 112 74 25 1687 72 193 22 423
internal_value=0 -606.919 -658.697 155.584 -3389.67 16816.9 -14684.6 -158.971 5354.38 4257.99 -704.036 -6620.37 291.993 8298.72 4961.59 -6404.75 13702.6 39699.5 78674.8 -18150.7 31475.6 104820 -37820 -52966.9 16071.9 -2826.15 10480.4 -7980.29 70183.2 -5336.12
internal_weight=0 28410 28374 21857 6517 405 724 21452 1930 1910 19522 2813 16709 2186 1976 859 1117 210 76 665 541 53 305 186 616 2508 398 304 94 2110
internal_count=4073804 28410 28374 21857 6517 405 724 21452 1930 1910 19522 2813 16709 2186 1976 859 1117 210 76 665 541 53 305 186 616 2508 398 304 94 2110
is_linear=0
shrinkage=0.1


Tree=2299
num_leaves=31
num_cat=0
split_feature=3 1 1 6 4 4 3 1 6 0 7 0 6 0 3 6 4 1 1 6 6 1 3 4 6 1 0 1 6 7
split_gain=1.04169e+12 6.70676e+12 1.0089e+13 1.98571e+13 7.16987e+12 6.10047e+12 1.03426e+13 1.3161e+13 1.0649e+13 1.05154e+13 1.97126e+13 4.05738e+13 2.07461e+13 3.68669e+13 3.62178e+13 1.03257e+13 1.99742e+13 8.79757e+12 1.35715e+13 1.3059e+13 1.31606e+13 2.21195e+13 4.11753e+13 2.18337e+13 1.74743e+13 3.52632e+13 2.21141e+13 1.70648e+13 1.93201e+13 1.81298e+13
threshold=22.500000000000004 30.157841000000001 30.205407000000005 56.805000000000007 25.500000000000004 27.500000000000004 24.500000000000004 37.343102500000008 156.15000000000003 55.649510000000014 6.0000000000000009 55.806294650000005 40.490000000000002 55.759969450000007 23.500000000000004 64.805000000000021 31.500000000000004 61.400814300000008 65.593879100000024 86.030000000000015 99.050000000000011 30.260128500000004 23.500000000000004 23.500000000000004 101.02000000000002 38.989878900000008 53.506098950000009 39.079932600000006 105.00500000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -8 15 11 12 -11 14 -14 -9 -17 19 -19 -4 -21 22 -22 -23 25 -25 -27 28 29 -26
right_child=1 2 5 -5 -6 6 8 9 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 20 21 23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-5.1206905959267752 -23206.578827468489 15470.65019856771 -288.01941559157893 80340.282841589098 -50636.894754464287 -13728.824728983391 753.91532206011254 -16580.469937120914 66111.416500000007 -351.00559082031253 10011.253954887525 6980.5920522836532 -39592.665380859376 213911.33515625002 130947.59766808711 44029.517034233948 -44105.293684895834 42865.603241738514 2992.4868935023333 -15575.542090419358 24183.994454520089 -52258.535599347022 -147312.18084542413 121870.72448601975 -68119.396431640635 -60228.236315104172 75522.994042968756 -14192.043413478186 23245.87520069964 18386.932106050532
leaf_weight=4032453 119 75 23031 47 21 238 8880 237 25 20 1417 143 20 25 33 90 36 87 4535 1177 28 67 28 38 50 30 20 361 426 47
leaf_count=4032453 119 75 23031 47 21 238 8880 237 25 20 1417 143 20 25 33 90 36 87 4535 1177 28 67 28 38 50 30 20 361 426 47
internal_value=0 499.358 567.776 27083.3 1009.62 475.495 2470.42 8513.58 937.401 11132.9 14508.1 40947.7 90512 113810 66592.8 -4282.94 18848.1 -268.743 3743.02 -1001.56 -8234.59 -343.908 -61564.1 2955.74 6761.66 49258 -5927.74 2531.26 14074.5 -26204
internal_weight=0 41351 41232 143 96 41089 11164 2259 8905 2021 1658 241 98 78 53 363 126 29925 4622 25303 2272 1095 56 1039 972 88 50 884 523 97
internal_count=4073804 41351 41232 143 96 41089 11164 2259 8905 2021 1658 241 98 78 53 363 126 29925 4622 25303 2272 1095 56 1039 972 88 50 884 523 97
is_linear=0
shrinkage=0.1


Tree=2300
num_leaves=31
num_cat=0
split_feature=2 1 4 6 0 0 0 0 4 6 6 0 6 7 3 6 0 3 4 4 1 3 6 6 0 6 1 0 0 5
split_gain=1.07666e+12 8.757e+12 2.50169e+13 4.58708e+13 3.89776e+13 6.43253e+13 5.94925e+13 4.21378e+13 3.57276e+13 3.92822e+13 3.37122e+13 2.76898e+13 2.57291e+13 2.62499e+13 2.54857e+13 2.52749e+13 3.77361e+13 2.7632e+13 2.49917e+13 2.1469e+13 2.12231e+13 2.03423e+13 2.50166e+13 2.76777e+13 2.01941e+13 3.70412e+13 2.36747e+13 3.45787e+13 2.69013e+13 3.82709e+13
threshold=36.000000000000007 37.804148700000006 13.500000000000002 73.995000000000019 55.812023600000011 55.81943720000001 55.783232450000007 55.775215600000003 12.500000000000002 78.605000000000004 64.015000000000015 55.79439725000001 59.245000000000012 6.0000000000000009 2.5000000000000004 53.310000000000009 55.737027400000009 4.5000000000000009 26.500000000000004 4.5000000000000009 37.924401400000008 13.500000000000002 66.990000000000023 59.815000000000005 55.749683450000006 71.715000000000018 37.873748150000004 55.696737300000009 55.702806750000008 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 19 6 -6 7 10 9 14 12 -8 15 -14 -5 20 -17 -18 24 -3 -4 22 23 -13 26 -26 -12 -28 29 -29
right_child=-2 2 4 8 5 -7 11 -9 -10 -11 18 21 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-51.770199374188067 14.242975585978456 -65690.645400191337 -6110.8249486645109 -12630.277673828125 -83887.189897017044 1355.4988915568247 86089.183074504574 -72665.974547041216 104758.51387997583 -1189.3793105628274 -34393.905570049094 33470.163876714942 21983.387166814166 -16275.977002160904 104152.88103885135 -21506.923218398439 -35742.725792100697 69160.636026920183 80842.480153245197 764.10689494480766 8242.7462643353883 -30000.803267609124 107109.92436899038 -83668.357676630432 -45756.441908482142 110620.07774621212 -90536.227564858506 -46867.848610761088 -19854.850657805171 24702.257718698602
leaf_weight=274133 3783399 49 2805 25 165 191 82 94 63 220 697 164 757 235 74 1250 36 83 26 6170 1628 63 39 23 28 33 53 93 746 380
leaf_count=274133 3783399 49 2805 25 165 191 82 94 63 220 697 164 757 235 74 1250 36 83 26 6170 1628 63 39 23 28 33 53 93 746 380
internal_value=0 -185.558 -2439.46 2306.53 -5678.87 -38153.1 -4437.77 -6065.42 35941.6 22350.8 -5358.02 34801.3 -1962.79 12919.9 74662.2 -4507.37 -16384.3 37425.2 -16577.5 240.505 -839.538 20249 34256.7 19062.8 -17825.3 38840.7 -19580.8 -11463.8 -8025.9 10630.3
internal_weight=0 290405 16272 6601 9671 356 9315 8944 382 319 8850 371 6794 992 99 5802 1369 119 2056 6219 4433 289 226 187 2030 61 1969 1272 1219 473
internal_count=4073804 290405 16272 6601 9671 356 9315 8944 382 319 8850 371 6794 992 99 5802 1369 119 2056 6219 4433 289 226 187 2030 61 1969 1272 1219 473
is_linear=0
shrinkage=0.1


Tree=2301
num_leaves=31
num_cat=0
split_feature=3 6 6 5 3 1 6 4 4 6 4 6 7 1 0 6 1 3 0 6 0 1 0 6 0 6 1 2 1 1
split_gain=1.06542e+12 4.40857e+12 6.39784e+12 8.04681e+12 1.43146e+12 6.9866e+12 8.96048e+12 1.33596e+13 6.02883e+12 9.86126e+12 3.57841e+12 2.42487e+12 2.79627e+12 2.459e+12 2.03088e+12 1.18391e+12 1.11718e+12 1.09098e+12 6.37206e+12 7.3499e+12 7.13171e+12 3.93712e+13 2.9035e+13 1.75675e+13 1.22157e+13 1.20627e+13 2.15188e+13 9.80572e+12 9.18443e+12 7.18587e+12
threshold=36.500000000000007 52.330000000000005 67.91500000000002 2.5000000000000004 33.500000000000007 37.740454950000007 73.41500000000002 35.500000000000007 36.500000000000007 56.805000000000007 36.500000000000007 128.05000000000004 6.0000000000000009 40.965343750000009 56.838524800000009 42.875000000000007 37.768783500000005 24.500000000000004 45.036141150000006 62.010000000000012 54.604289300000012 38.989878900000008 45.07004340000001 120.05000000000001 54.724612400000005 149.05000000000004 60.66055595000001 3191.5000000000005 49.176406850000006 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 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 -4 17 6 7 -6 15 -10 -8 12 16 -14 -15 -9 -7 -1 19 -19 21 -20 -23 27 -22 29 28 -24 -27 -26
right_child=1 2 3 -5 5 11 10 8 9 -11 -12 -13 13 14 -16 -17 -18 18 20 -21 24 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.0921400567358539 -44846.359244791674 49032.737425595238 -55703.430273437501 22972.177477088342 100342.61012343121 -51330.389374999999 -41060.408578725968 11007.61808763587 88305.794238281262 -6770.4241113281259 15202.491484375001 18537.314956430288 24673.037805706525 -36384.943019701088 5638.679627526325 -19866.754662181716 -21015.855768019155 20354.391607892074 119506.64710181451 -39799.717949695128 -35904.267408203123 -59242.257764423084 15416.359373714273 95008.339127604166 -2709.5394690610742 -52012.204012784088 -114356.97268629808 -15046.240417695381 33053.740286458335 1517.0183141011823
leaf_weight=4056328 27 21 26 26 25 20 26 23 24 20 20 26 23 23 23 27 31 27 31 82 100 65 413 24 8277 22 26 142 30 7826
leaf_count=4056328 27 21 26 26 25 20 26 23 24 20 20 26 23 23 23 27 31 27 31 82 100 65 413 24 8277 22 26 142 30 7826
internal_value=0 -10321.8 2447.6 -16365.6 0.253375 6784.36 20883.3 35372 18092.6 45089.3 -16598.3 -9149.41 -15148.2 -2024.41 -15373.1 -5664.54 -32903.9 -0.264586 -798.154 -24899.2 -643.223 9428.96 4130.19 11244.5 -1060.81 -845.474 -40076.1 7622.32 -2935.7 -655.448
internal_weight=0 100 73 52 4.0737e+06 311 165 119 94 44 46 146 120 69 46 50 51 4.07339e+06 17065 109 16956 675 644 579 16281 16181 78 555 52 16103
internal_count=4073804 100 73 52 4073704 311 165 119 94 44 46 146 120 69 46 50 51 4073393 17065 109 16956 675 644 579 16281 16181 78 555 52 16103
is_linear=0
shrinkage=0.1


Tree=2302
num_leaves=31
num_cat=0
split_feature=6 1 1 1 3 0 3 1 6 1 4 1 1 3 4 6 1 0 0 0 3 5 1 3 1 4 5 1 1 4
split_gain=1.04152e+12 7.78424e+12 5.31506e+13 1.50294e+13 5.11148e+13 6.68567e+13 1.27542e+13 4.43665e+13 2.5136e+13 3.0737e+13 5.57994e+13 5.44352e+13 1.09386e+14 4.27336e+13 4.23494e+13 4.66126e+13 3.49295e+13 2.76474e+13 2.64357e+13 3.3994e+13 7.63568e+13 5.61964e+13 4.48526e+13 4.26347e+13 3.59241e+13 5.63696e+13 2.7122e+13 2.70201e+13 5.65605e+13 4.24399e+13
threshold=142.05000000000004 39.777866350000004 39.803839700000005 39.749243900000003 5.5000000000000009 47.22829500000001 4.5000000000000009 39.873894000000007 156.15000000000003 60.636764050000004 3.5000000000000004 82.901648750000021 82.948524700000021 2.5000000000000004 6.5000000000000009 149.05000000000004 82.975438000000011 55.145978450000008 44.249882500000005 56.309668500000008 3.5000000000000004 3.5000000000000004 60.636764050000004 3.5000000000000004 60.605526900000008 9.5000000000000018 5.5000000000000009 43.80299105000001 42.186961750000002 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 -2 5 -5 8 -8 9 10 -4 14 13 -13 15 -11 -14 -17 27 23 24 -22 -23 -20 -21 -26 -25 28 -10 -30
right_child=1 2 6 4 -6 -7 7 -9 18 11 -12 12 16 -15 -16 17 -18 -19 19 20 21 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=3.5781256934958265 1265.8231934561795 -150915.42825520833 -43520.259218186606 70995.024198717947 126855.85282012197 -129496.32269665948 -112808.71410361843 -4435.1381196778111 -14222.343028564455 -44367.718519870927 14401.651062864741 -1803.6302734375001 -129115.44181034484 152076.16538665254 -70610.249416893115 9618.0526785714301 -12681.88510710481 150755.84862432067 1482.0362777863418 -16776.079841958544 -14541.228191318798 142315.09826341711 46020.735526290599 -42002.679313356202 8638.6363259198606 116841.14401041668 58556.420393318964 8643.0731006909446 57576.237689568014 181387.2122532895
leaf_weight=4053505 7566 24 208 39 41 29 38 6390 80 115 830 26 29 59 276 35 231 23 2287 447 67 92 102 357 310 57 29 372 102 38
leaf_count=4053505 7566 24 208 39 41 29 38 6390 80 115 830 26 29 59 276 35 231 23 2287 447 67 92 102 357 310 57 29 372 102 38
internal_value=0 -714.515 -2241.42 1796.97 38665.2 -14508.6 -1958.23 -5075.8 1288.65 -8533.74 2794.95 -23343.8 6526.77 105007 -46295.5 -7504.46 -25668.7 65586.5 5434.88 2333.1 17350.6 64417 91686.1 -3706.47 2259.23 25443.9 -34447.7 25072.5 52853.2 91182.1
internal_weight=0 20299 12624 7675 109 68 12600 6428 6172 1832 1038 794 345 85 449 173 260 58 4340 3748 1075 261 194 2673 814 367 386 592 220 140
internal_count=4073804 20299 12624 7675 109 68 12600 6428 6172 1832 1038 794 345 85 449 173 260 58 4340 3748 1075 261 194 2673 814 367 386 592 220 140
is_linear=0
shrinkage=0.1


Tree=2303
num_leaves=31
num_cat=0
split_feature=5 2 0 4 6 4 1 1 0 4 2 3 0 2 4 0 1 1 4 4 5 6 4 6 6 0 1 1 4 0
split_gain=1.14803e+12 9.37503e+12 1.18224e+13 1.60783e+13 1.14567e+13 7.91434e+12 1.56259e+13 1.05467e+13 8.74275e+12 5.78123e+12 5.35266e+12 5.22724e+12 5.49459e+12 1.06293e+13 3.08258e+13 9.49617e+12 1.32667e+13 6.03827e+12 5.99329e+12 1.3015e+13 1.10976e+13 2.84372e+12 1.10423e+12 5.2576e+12 1.00877e+13 7.61439e+12 1.1998e+13 6.62929e+12 1.77763e+13 2.32082e+13
threshold=6.5000000000000009 2828.5000000000005 55.418618900000006 7.5000000000000009 138.05000000000004 5.5000000000000009 30.315889700000003 37.234509300000006 59.939085000000013 11.500000000000002 9651.0000000000018 9.5000000000000018 56.685611200000004 3999.0000000000005 7.5000000000000009 56.105603650000006 39.712886600000012 39.038055050000004 5.5000000000000009 3.5000000000000004 7.5000000000000009 105.00500000000001 2.5000000000000004 102.04000000000001 104.01000000000001 43.051287600000009 47.256487700000001 37.780517050000007 1.5000000000000002 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 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 -2 4 21 7 -7 8 -6 -5 11 12 13 15 -15 16 17 -3 19 -18 -20 -4 23 -1 -25 26 -26 28 -27 -30
right_child=1 10 3 9 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=205.72686454002721 75282.754570312492 -16379.451852318549 37673.395200892861 -80179.603108723968 -75659.576398689518 90406.708500000008 -18363.921930803572 42294.026897321426 6767.4919588955963 -16076.500804227941 -64512.654538690476 -53480.942299107148 -49312.624945278832 91319.066670185828 -47750.997042410716 44360.877309782612 -11645.027604166668 48306.119603587962 36465.693593750002 -108427.46666814631 -64394.390584309906 89714.747916666674 -8.1278420487488372 38468.015392214751 37481.723437500004 -80433.206656376016 -48476.529039346024 6833.8976347647258 -16061.318645778625 48734.49965549045
leaf_weight=109571 25 31 21 24 31 25 28 21 22 34 21 28 29 37 28 23 24 27 20 33 24 21 3961110 86 22 31 62 2035 238 72
leaf_count=109571 25 31 21 24 31 25 28 21 22 34 21 28 29 37 28 23 24 27 20 33 24 21 3961110 86 22 31 62 2035 238 72
internal_value=0 -4460.24 10015.5 2827.44 18418.6 3445.59 32943 -17680.9 -41444.6 -42601.9 -15684.5 -12311.5 -8134.87 -3300.24 31412 -15697.5 -24385.1 13732.8 -46274.6 -67677 -18548.9 63694.1 0.631825 310.112 4802.49 3625.57 -25963.7 4671.65 -8232.08 -1011.97
internal_weight=0 577 252 227 169 127 53 74 53 58 325 304 276 247 65 182 159 58 101 57 44 42 4.07323e+06 112117 2546 2460 84 2376 341 310
internal_count=4073804 577 252 227 169 127 53 74 53 58 325 304 276 247 65 182 159 58 101 57 44 42 4073227 112117 2546 2460 84 2376 341 310
is_linear=0
shrinkage=0.1


Tree=2304
num_leaves=31
num_cat=0
split_feature=6 3 0 4 4 1 4 6 0 1 1 6 4 7 6 4 0 1 4 6 0 6 5 5 6 3 4 4 6 1
split_gain=1.01845e+12 4.22328e+12 9.89366e+12 4.70394e+13 2.72541e+13 2.95393e+13 1.82261e+13 1.10845e+13 7.40691e+12 8.58598e+12 3.09037e+13 1.25204e+13 1.22697e+13 1.92605e+13 1.01764e+13 1.23543e+13 1.0092e+13 9.16688e+12 1.11613e+13 1.81554e+13 9.73915e+12 1.22918e+13 1.85369e+13 9.46448e+12 8.94692e+12 8.27778e+12 7.8839e+12 7.87423e+12 7.35468e+12 1.85677e+13
threshold=27.215000000000003 4.5000000000000009 43.6005307 14.500000000000002 8.5000000000000018 39.735861600000007 16.500000000000004 26.495000000000001 43.687280500000007 39.873894000000007 39.908802000000009 25.305000000000003 3.5000000000000004 6.0000000000000009 19.050000000000004 5.5000000000000009 43.6005307 39.703507450000011 2.5000000000000004 22.940000000000005 43.550475500000012 15.450000000000001 2.5000000000000004 1.5000000000000002 19.050000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 21.020000000000003 43.56803845000001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 9 17 11 14 13 -12 -11 -16 25 24 19 -19 -20 22 27 -23 -1 -14 -26 -22 29 -27
right_child=-2 2 -4 6 -6 7 -8 -9 -10 10 12 -13 16 -15 15 -17 -18 18 20 -21 21 23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-42320.031886571429 -7.3086079519868852 115146.70338897705 974.53575199240356 151389.46457519531 -28092.834865135486 733.29833600506095 34684.523947010872 67005.230401178997 36.035021808797346 4501.4917258522728 -10727.136691259369 -10184.417565917969 22088.408257113824 -77187.719066922175 50954.749128951153 134833.31331676137 54314.981063058047 90099.626099537039 -57878.712563775516 -26977.596153846156 -13899.94387399052 -14014.55791789105 97980.521518342401 -63450.914794921875 -23759.74853515625 -55541.465617231886 31014.465442935441 52912.776349431828 2523.6449455261231 10597.129085484947
leaf_weight=27 3988583 32 36083 32 158 159 23 30 45922 33 246 40 123 53 87 22 35 27 49 26 89 1216 23 40 33 88 129 22 292 82
leaf_count=27 3988583 32 36083 32 158 159 23 30 45922 33 246 40 123 53 87 22 35 27 49 26 89 1216 23 40 33 88 129 22 292 82
internal_value=0 342.063 1155.06 16163.6 3622.11 26296.1 102586 11252.7 -267.497 -5277.85 1586.61 39233.9 -5869.1 -22507.8 53154.5 67884.4 2155.03 -9773.84 -12402.1 32665.5 -14062 -12517.4 16272.7 -15589 10974.4 -965.651 19856.8 -657.783 -7103.42 -23639.3
internal_weight=0 85221 36517 434 379 221 55 189 48704 2782 1101 182 919 299 142 109 620 1681 1492 53 1439 1390 134 1256 189 585 162 111 462 170
internal_count=4073804 85221 36517 434 379 221 55 189 48704 2782 1101 182 919 299 142 109 620 1681 1492 53 1439 1390 134 1256 189 585 162 111 462 170
is_linear=0
shrinkage=0.1


Tree=2305
num_leaves=31
num_cat=0
split_feature=1 5 4 4 4 4 6 6 6 6 0 0 6 3 4 6 7 4 6 3 3 4 0 1 6 4 6 4 4 1
split_gain=1.01088e+12 5.9387e+12 8.93255e+12 1.17388e+13 2.20735e+13 8.9264e+12 9.82072e+12 1.16814e+13 1.25791e+13 1.46591e+13 9.58813e+12 2.31198e+13 1.37063e+13 3.35353e+13 1.73143e+13 3.16702e+13 2.71468e+13 2.89309e+13 2.73463e+13 2.45913e+13 1.46013e+13 1.25266e+13 1.14037e+13 3.83316e+13 2.10615e+13 1.50108e+13 1.19332e+13 1.14198e+13 1.40545e+13 1.13661e+13
threshold=30.084656550000002 1.5000000000000002 23.500000000000004 25.500000000000004 27.500000000000004 16.500000000000004 82.00500000000001 79.710000000000022 74.015000000000015 73.41500000000002 54.94613300000001 54.94428030000001 43.205000000000005 2.5000000000000004 7.5000000000000009 44.205000000000005 6.0000000000000009 4.5000000000000009 56.805000000000007 7.5000000000000009 2.5000000000000004 8.5000000000000018 54.707511300000007 20.507515800000004 47.805000000000007 9.5000000000000018 44.010000000000012 11.500000000000002 14.500000000000002 20.507515800000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 10 11 12 20 21 15 -15 -17 -18 -19 -16 -1 -14 23 24 26 -25 -21 -24 -29 -22
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 19 16 17 18 -20 22 29 -23 27 25 -26 -27 -28 28 -30 -31
leaf_value=8831.0433130982819 5.6903727140501763 -1075.794749656186 -30868.438866328717 81539.269587053568 -56011.118066406256 10701.82235632122 -66255.703977272729 76980.046093750003 -56960.601644736846 82214.466530539779 -2232.0353141311903 74058.257469618053 -4059.7655627376826 129662.28302041332 649.17816994188343 -16137.334106445312 -20212.762588443398 104930.96910342263 24477.783805147061 63245.894012092147 -119.11523330986418 -36295.028104379082 39321.158637989458 -98852.03125 98737.514208984387 -15820.883203125 -8027.7731715152149 -5362.7602938565342 76408.398625000002 -11019.935905364742
leaf_weight=1418 4021329 33956 199 28 20 905 22 20 38 22 7262 45 378 31 1269 112 53 84 85 34 4302 177 415 33 40 64 76 132 25 1230
leaf_count=1418 4021329 33956 199 28 20 905 22 20 38 22 7262 45 378 31 1269 112 53 84 85 34 4302 177 415 33 40 64 76 132 25 1230
internal_value=0 -436.072 -1213.63 -20161.7 24226.6 1019.42 514.863 599.553 511.379 637.713 533.764 2541.68 2218.5 7857.84 12880.2 32974.5 24000.5 44250.2 64466.3 9367.58 -222.235 -14340.2 22876.3 4919.42 36598.3 -44068.6 14002.3 30630.4 7658.12 -2542.83
internal_weight=0 52475 34203 247 48 18272 17367 17345 17325 17287 17265 10003 9958 3008 2453 365 334 222 169 2088 6950 555 819 247 150 97 110 572 157 5532
internal_count=4073804 52475 34203 247 48 18272 17367 17345 17325 17287 17265 10003 9958 3008 2453 365 334 222 169 2088 6950 555 819 247 150 97 110 572 157 5532
is_linear=0
shrinkage=0.1


Tree=2306
num_leaves=31
num_cat=0
split_feature=1 5 6 3 3 6 0 6 4 0 0 2 1 0 0 2 4 4 4 6 3 6 6 3 6 0 2 0 4 6
split_gain=1.00085e+12 6.919e+12 2.03294e+13 1.22455e+13 2.09433e+13 3.20623e+13 3.35795e+13 2.06082e+13 1.31721e+13 1.05696e+13 1.01558e+13 2.63749e+13 3.05149e+13 3.95607e+13 1.75024e+13 1.70813e+13 2.70262e+13 2.05959e+13 3.17929e+13 3.45695e+13 1.76621e+13 3.89709e+13 2.08086e+13 2.53806e+13 1.67144e+13 1.66936e+13 4.62912e+13 1.65181e+13 2.57343e+13 2.59396e+13
threshold=92.948588300000011 1.5000000000000002 47.805000000000007 8.5000000000000018 5.5000000000000009 48.410000000000004 61.78914120000001 55.805000000000007 14.500000000000002 52.02416370000001 52.516286950000008 9236.5000000000018 103.8879505 51.768991500000006 51.659529100000007 5325.0000000000009 18.500000000000004 10.500000000000002 21.500000000000004 85.020000000000024 7.5000000000000009 134.05000000000004 168.45000000000002 3.5000000000000004 64.805000000000021 52.07762420000001 9907.0000000000018 52.02416370000001 6.5000000000000009 108.05000000000001
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 6 8 -7 -6 -9 11 12 13 14 -3 17 20 -14 19 -19 22 -22 -17 -24 -20 27 -27 28 -13 -30
right_child=1 10 3 -5 5 7 -8 9 -10 -11 -12 25 15 -15 -16 16 -18 18 24 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=6.970139065366773 -1112.4496340570547 -56816.047566105779 -8651.5558774388319 3342.4317605064662 21002.199296875002 2080.1947018229166 -170294.5918442235 -90482.480794270843 -76206.56657608696 -17608.009478400734 -1326.2930094824851 -1044.3519003302902 -6395.9699248709021 -8915.067372228521 27604.215473748547 9561.8724165544118 -58483.701253836502 36054.9197359268 48418.190173709758 176645.74631453806 20076.7042040456 146411.86278125001 28119.354453125005 -120509.52280092594 -37911.080929129464 -97082.625341796884 -7614.6643150812788 2316.0749990429026 -17625.545429465714 83190.081832181488
leaf_weight=3994807 22233 26 569 290 20 150 33 48 46 34 23464 7409 1202 2324 443 5443 56 73 33 23 1047 25 20 27 70 64 600 11812 1387 26
leaf_count=3994807 22233 26 569 290 20 150 33 48 46 34 23464 7409 1202 2324 443 5443 56 73 33 23 1047 25 20 27 70 64 600 11812 1387 26
internal_value=0 -352.474 -1794.03 -14528.1 -20286.4 -40287 -87931.1 -19956 -46749.4 -60266.2 255.104 1410.69 5433.15 -3568.62 22924.2 8568.44 10692 -1462.58 28336.1 69738.1 11282.3 23023 8989.78 -57263.2 -10252.2 -631.322 -16238.1 -129.098 -3403 -15770.5
internal_weight=0 78997 23423 1190 900 331 99 232 66 82 55574 32110 10812 2793 469 8019 6618 1401 199 96 6562 1072 5490 47 103 21298 664 20634 8822 1413
internal_count=4073804 78997 23423 1190 900 331 99 232 66 82 55574 32110 10812 2793 469 8019 6618 1401 199 96 6562 1072 5490 47 103 21298 664 20634 8822 1413
is_linear=0
shrinkage=0.1


Tree=2307
num_leaves=31
num_cat=0
split_feature=4 1 2 6 1 1 0 4 0 0 1 1 0 1 0 2 1 0 5 1 6 0 3 1 0 6 0 0 4 3
split_gain=1.00077e+12 8.39e+12 2.52649e+13 2.203e+13 3.23456e+13 4.88412e+13 5.01978e+13 2.44947e+13 2.38418e+13 2.82989e+13 2.43771e+13 5.65176e+13 6.17277e+13 4.49754e+13 6.40369e+13 7.16227e+13 5.83434e+13 5.73794e+13 1.3784e+14 9.00617e+13 9.34452e+13 7.89334e+13 7.73995e+13 4.96265e+13 4.86591e+13 4.57023e+13 4.42443e+13 6.18871e+13 4.26509e+13 7.8546e+13
threshold=5.5000000000000009 38.430814800000007 1696.0000000000002 64.015000000000015 38.066230450000006 37.924401400000008 55.783232450000007 4.5000000000000009 44.601833250000006 44.685196900000008 37.729575300000008 37.755233900000007 55.972700350000004 37.534144550000008 55.462387050000011 75.000000000000014 37.543519500000009 55.910578700000009 2.5000000000000004 37.649344350000007 77.010000000000005 55.539595350000006 2.5000000000000004 37.401708450000008 55.554045200000012 81.02500000000002 55.791814000000009 55.910578700000009 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 3 -3 -1 5 8 -7 -6 -5 -10 13 -12 -13 23 -15 16 -16 18 22 20 -20 -21 -17 -11 -18 -23 -26 28 29 -28
right_child=-2 2 -4 4 7 6 -8 -9 9 10 11 12 -14 14 15 17 24 -19 19 21 -22 25 -24 -25 26 -27 27 -29 -30 -31
leaf_value=1057.09531440299 -30.992088074775769 -2335.5747572160872 62.12397930227084 -32970.001693115235 -955.43441435693785 -6902.7828009666964 -44541.921924012386 14559.814285798851 20842.493024307092 -885.26167324693233 -37519.381420614081 157.97558041368509 -55361.295455367479 -14370.980194271313 83762.830229927291 103796.15214843751 -120739.40473307292 18581.822453747765 43629.398060344829 -129149.15656808036 324601.07500000001 -29749.415843023256 323738.61231384281 -16325.809987502376 19740.987524743516 109596.77617938703 -199586.02502170141 126773.28701508621 -11485.550569624467 5251.3090144230773
leaf_weight=197188 2928705 46323 856743 240 1961 1069 530 2115 566 29602 601 2748 216 748 101 32 30 236 29 35 20 43 32 2239 1056 52 36 29 440 39
leaf_count=197188 2928705 46323 856743 240 1961 1069 530 2115 566 29602 601 2748 216 748 101 32 30 236 29 35 20 43 32 2239 1056 52 36 29 440 39
internal_value=0 79.2653 -60.8666 602.121 -1398.45 -2247.63 -19378.5 7095.29 -1548.31 -1354.6 -1682.08 -9557.66 -3887.96 -875.266 10919.8 19479.7 10009.7 53702.1 87810.6 42775.8 158312 -772.408 213767 -1971.01 5439.75 46524.3 7805.61 -15363.1 -23366.9 -93070.6
internal_weight=0 1.1451e+06 903066 242033 44845 40769 1599 4076 39170 38930 38364 3565 2964 34799 2958 2210 1731 479 243 179 49 130 64 31841 1630 95 1600 544 515 75
internal_count=4073804 1145099 903066 242033 44845 40769 1599 4076 39170 38930 38364 3565 2964 34799 2958 2210 1731 479 243 179 49 130 64 31841 1630 95 1600 544 515 75
is_linear=0
shrinkage=0.1


Tree=2308
num_leaves=31
num_cat=0
split_feature=4 1 0 0 0 4 1 0 7 0 6 4 4 6 1 1 4 0 1 7 1 0 7 6 6 4 7 1 6 1
split_gain=1.05457e+12 6.65492e+12 5.24016e+13 1.07158e+14 1.27931e+14 1.29734e+14 1.21319e+14 2.79352e+14 1.36404e+14 1.10695e+14 9.43735e+13 8.43438e+13 1.30806e+14 7.28458e+13 1.38463e+14 1.13424e+14 1.24154e+14 7.25187e+13 6.55253e+14 1.72391e+14 1.49027e+14 3.37123e+14 1.53222e+14 2.06484e+14 1.45206e+14 1.42658e+14 1.32534e+14 1.09278e+14 1.04391e+14 9.61934e+13
threshold=9.5000000000000018 37.503969450000007 55.812023600000011 55.685785750000008 55.728148450000006 25.500000000000004 37.475446350000006 55.759969450000007 6.0000000000000009 55.768246800000007 36.905000000000008 22.500000000000004 26.500000000000004 86.030000000000015 37.131181300000009 37.318079750000003 16.500000000000004 55.633951400000008 37.46219940000001 6.0000000000000009 37.401708450000008 55.649510000000014 6.0000000000000009 65.410000000000011 93.050000000000011 20.500000000000004 6.0000000000000009 37.374856000000008 72.50500000000001 37.425454150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 8 10 -9 -8 -11 -13 -5 -15 -16 -17 -2 20 24 27 26 23 -23 -20 -21 -22 -19 -25 -24
right_child=1 -3 -4 4 6 -7 7 9 -10 11 -12 12 -14 14 15 16 -18 18 19 25 21 22 29 28 -26 -27 -28 -29 -30 -31
leaf_value=-54.623559193825933 -1728.071242339191 135.34670425748843 430.81656236934606 -22682.569254681523 2716.64427003226 6626.1365391497447 221427.92015625001 -113154.54262935452 139842.92778940353 -14879.975826489826 -4777.1819123730884 -88896.585676796793 30882.144955549571 -89915.635739474834 105087.26273486948 110592.13797160823 -30087.402969188908 305.35555681624055 55206.662982377544 306136.00319767441 -75928.987082413383 -11280.54850331815 -46297.743412815289 126077.75037948876 -167060.55364583334 106048.75427058293 -223413.32461993245 24507.836014424654 35010.542356811777 -4505.3289817170798
leaf_weight=1892492 92190 1740076 304495 8992 11844 2178 20 183 126 1075 237 426 116 108 158 82 267 10284 1451 43 345 1174 1105 171 30 208 74 2279 477 1098
leaf_count=1892492 92190 1740076 304495 8992 11844 2178 20 183 126 1075 237 426 116 108 158 82 267 10284 1451 43 345 1174 1105 171 30 208 74 2279 477 1098
internal_value=0 47.391 -299.474 -1925.69 -7728.97 -15409.6 -1275.99 -22938.3 54612.5 -39439.4 12826.3 -31096.8 -63261.3 -20405.3 12891.2 34790.9 2966.24 -575.325 5095.83 63692.3 -871.662 -16610.7 -7724.2 13729.9 50704.3 140327 -101976 4695.82 59042.2 -25467.9
internal_weight=0 2.18131e+06 441236 136741 25812 11785 14027 2183 383 1800 257 1617 542 9607 615 507 349 110929 18739 1732 17007 4444 4025 1822 1481 251 419 12563 648 2203
internal_count=4073804 2181312 441236 136741 25812 11785 14027 2183 383 1800 257 1617 542 9607 615 507 349 110929 18739 1732 17007 4444 4025 1822 1481 251 419 12563 648 2203
is_linear=0
shrinkage=0.1


Tree=2309
num_leaves=31
num_cat=0
split_feature=2 1 1 0 7 4 4 0 0 6 6 4 6 4 6 6 5 0 0 6 6 0 6 0 1 0 0 1 0 0
split_gain=1.36122e+12 7.38923e+12 3.35351e+13 8.50906e+13 1.36131e+14 9.39091e+13 6.98678e+13 6.53949e+13 9.03819e+13 7.60984e+13 6.60892e+13 4.88145e+13 4.01157e+13 3.85823e+13 3.81892e+13 3.45209e+13 3.7679e+13 3.35565e+13 9.26067e+13 3.59986e+13 3.20084e+13 7.56474e+13 3.17441e+13 2.86203e+13 5.87019e+13 9.00406e+13 4.49706e+13 6.01342e+13 4.52774e+13 1.32818e+14
threshold=451.00000000000006 37.978059650000013 37.957884500000006 55.710673100000008 6.0000000000000009 14.500000000000002 24.500000000000004 55.79439725000001 55.801384500000005 48.025000000000013 37.995000000000012 18.500000000000004 59.025000000000013 3.5000000000000004 68.515000000000015 83.010000000000005 2.5000000000000004 55.111813300000001 54.973017600000006 125.02000000000002 62.625000000000007 55.728148450000006 61.425000000000004 55.60524465000001 38.011626600000007 55.737027400000009 55.753967500000009 38.430814800000007 55.93962770000001 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 22 -7 9 10 13 -9 -4 -8 -5 -12 16 -11 18 19 -1 21 -18 -6 -3 -25 -26 27 -27 29 -28
right_child=-2 23 3 7 5 6 12 8 -10 15 14 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-2237.2798470707894 -25.8133661990653 2834.2996418291568 -3267.9642253539482 57450.749692438942 44306.527682094631 -7451.4436953917248 19304.151837853988 -49753.468600802953 -7666.4204693026522 -41778.425896112465 35481.417110987328 -39520.435977545021 66668.931628100618 -10457.200970720405 104813.83274776913 -71139.855823174847 68399.488498406659 199.0276315183726 -39428.960168504476 -120149.10682091345 -28397.735395906413 -44260.011064091435 97860.780927765678 5666.7683983255647 -10299.079647556942 17412.307733038888 -1619.3042226667578 -21017.39155186971 4024.9486551530081 -36989.363328520376
leaf_weight=6250 3396489 44842 3948 87 381 906 693 72 4062 1028 293 410 241 2183 109 232 133 539087 772 26 392 108 156 13043 10176 2684 29711 480 13709 1101
leaf_count=6250 3396489 44842 3948 87 381 906 693 72 4062 1028 293 410 241 2183 109 232 133 539087 772 26 392 108 156 13043 10176 2684 29711 480 13709 1101
internal_value=0 129.445 -20.5085 -4617.35 3821.2 23071.5 12333.7 -11150.7 -2844.46 -20201.1 38477.9 -6678.59 31525.7 -7854.56 54280.5 -35006.6 -29959.7 109.4 -6746.03 -2725.76 -10766 17913.1 59864.2 856.978 -393.545 -1759.66 62.6585 11582.3 -756.012 -2883.18
internal_weight=0 677315 561569 15434 6735 2377 1840 8699 4536 4163 474 4358 934 2270 402 1893 1661 546135 7048 6276 633 241 537 115746 70904 57861 47685 3164 44521 30812
internal_count=4073804 677315 561569 15434 6735 2377 1840 8699 4536 4163 474 4358 934 2270 402 1893 1661 546135 7048 6276 633 241 537 115746 70904 57861 47685 3164 44521 30812
is_linear=0
shrinkage=0.1


Tree=2310
num_leaves=31
num_cat=0
split_feature=2 0 0 0 4 6 4 6 0 1 4 1 0 4 4 7 3 4 6 6 4 4 3 6 4 6 6 6 4 3
split_gain=1.10259e+12 8.77563e+12 2.03307e+13 5.70082e+13 4.12707e+13 3.883e+13 3.68948e+13 5.50659e+13 2.96154e+13 1.2671e+14 3.60045e+13 2.65251e+13 3.78727e+13 7.12137e+13 4.75095e+13 7.07268e+13 1.12188e+14 1.6395e+14 6.34826e+13 5.45175e+13 6.05648e+13 5.40734e+13 6.29223e+13 1.98962e+14 1.2476e+14 1.04677e+14 6.89937e+13 9.81298e+13 6.29223e+13 5.5403e+13
threshold=451.00000000000006 56.041614100000011 56.288960650000007 56.228352100000002 11.500000000000002 49.895000000000003 14.500000000000002 92.02500000000002 56.148747500000006 37.978059650000013 16.500000000000004 38.166910000000009 56.309668500000008 14.500000000000002 22.500000000000004 6.0000000000000009 5.5000000000000009 14.500000000000002 29.715000000000003 41.990000000000002 26.500000000000004 4.5000000000000009 5.5000000000000009 78.010000000000005 11.500000000000002 66.990000000000023 59.025000000000013 53.310000000000009 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 6 -5 -6 7 -3 -8 10 -10 -4 14 -14 15 18 -17 -18 -13 -16 -21 -20 23 26 25 -24 27 29 -29 -23
right_child=-2 2 11 4 5 -7 8 -9 9 -11 -12 12 13 -15 19 16 17 -19 21 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=202.19962813823454 -23.232031111377665 -3720.8219636666422 -923.0619740786542 -12963.336740501318 -6987.2089567764942 -73660.148306197472 -10735.303664550782 -67235.901866007189 34993.09081011486 200987.36788194446 3351.8264241779189 -98333.363113839296 3490.351343149694 -115329.19618389424 72391.762681021341 9825.1822873975416 427004.57738095243 75417.689008246525 -39491.469188988092 -113306.04138872196 35639.971584356404 -38564.437542459244 -27554.237959558828 345556.99619565223 50807.029283530668 -260283.13703703706 -33263.528889266301 77520.224596774191 279002.26043346775 63401.545322516031
leaf_weight=640981 3396489 7586 20934 1922 138 238 575 139 486 36 1383 42 1683 52 41 61 21 36 105 78 42 69 68 23 161 27 92 31 31 234
leaf_count=640981 3396489 7586 20934 1922 138 238 575 139 486 36 1383 42 1683 52 41 61 21 36 105 78 42 69 68 23 161 27 92 31 31 234
internal_value=0 116.5 -1395.35 -4661.11 -18890.7 -49189.8 -1456.83 -4863.68 9155.23 15158.9 11579.6 318.034 9286.31 -70.8109 23257.6 31366.9 104080 204950 21649.8 -27161.1 -61174.9 27641.8 37219.3 58572.5 -2817.97 -93698.2 44129 63636.2 178261 40181.6
internal_weight=0 677315 36334 12503 2298 376 10205 7725 2480 1905 1869 23831 2897 1735 1162 1001 118 57 883 161 120 841 736 480 256 95 457 365 62 303
internal_count=4073804 677315 36334 12503 2298 376 10205 7725 2480 1905 1869 23831 2897 1735 1162 1001 118 57 883 161 120 841 736 480 256 95 457 365 62 303
is_linear=0
shrinkage=0.1


Tree=2311
num_leaves=31
num_cat=0
split_feature=2 1 1 7 0 4 0 4 0 0 0 0 5 6 6 0 4 5 4 6 6 0 0 4 1 1 4 6 1 0
split_gain=1.19071e+12 8.69298e+12 4.63796e+13 1.44595e+14 1.08966e+14 9.21406e+13 1.2911e+14 8.80874e+13 1.12031e+14 1.9561e+14 6.85181e+13 8.36899e+13 5.96944e+13 6.9609e+13 1.5222e+14 5.79563e+13 5.32476e+13 4.28183e+13 4.22407e+13 3.86394e+13 5.00194e+13 3.79661e+13 9.89051e+13 1.50642e+14 1.14785e+14 1.18971e+14 9.15974e+13 9.06799e+13 8.20388e+13 1.45085e+14
threshold=36.000000000000007 37.46219940000001 37.475446350000006 6.0000000000000009 55.568628050000008 15.500000000000002 55.667390500000003 27.500000000000004 55.850146250000009 55.82518790000001 55.568628050000008 55.579943700000008 2.5000000000000004 92.02500000000002 94.02500000000002 55.806294650000005 35.500000000000007 1.5000000000000002 9.5000000000000018 58.995000000000012 43.405000000000008 55.568628050000008 55.554045200000012 13.500000000000002 37.563506350000004 37.488790500000007 16.500000000000004 50.410000000000004 37.563506350000004 55.520061350000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 12 -5 -12 -6 15 -15 -14 19 -3 -19 20 -9 22 28 -24 25 26 -25 -26 -4 -30
right_child=-2 2 21 5 7 -7 -8 16 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=854.22918819549761 14.978370054772419 25019.920804551763 2354.3654778860005 -40998.922255055106 -12250.467687511486 -5860.9915886341132 204015.42877604169 58600.523347553462 44365.556073756328 -245601.05660615812 4922.6216885497788 -51387.449988198219 38062.697710326749 -283694.78345788043 14469.742210820898 -123623.07860054349 -18540.283951028963 222939.96765625002 71032.286875180842 -6429.3681547619053 211476.4565011161 -533.08874253057866 71463.164751458273 41794.126893019595 196.86814800347224 -8946.8017264673672 -9464.2344191334905 79769.078266155426 -4363.2550193613233 -77648.636674982918
leaf_weight=62070 3783399 259 11666 1879 2317 5722 24 38 491 34 927 369 614 23 67 23 41 20 216 21 49 196913 446 1116 225 2515 507 394 1056 363
leaf_count=62070 3783399 259 11666 1879 2317 5722 24 38 491 34 927 369 614 23 67 23 41 20 216 21 49 196913 446 1116 225 2515 507 394 1056 363
internal_value=0 -195.138 -480.396 -6249.4 9018.82 -13459.9 -27052 3150.72 5.70938 -7070.54 -28798.6 -11110.1 -4406.27 20593.8 -61727.9 32224.7 78483.2 53094.8 83905.8 115316 144703 -128.306 4230.13 15892.5 10682.4 4674.4 25781.8 50845.4 -407.186 -23110.7
internal_weight=0 290405 228335 13134 4213 8921 3199 3718 3569 3078 3175 1296 3044 727 90 637 149 495 236 108 87 215201 18288 5203 4757 4138 1623 619 13085 1419
internal_count=4073804 290405 228335 13134 4213 8921 3199 3718 3569 3078 3175 1296 3044 727 90 637 149 495 236 108 87 215201 18288 5203 4757 4138 1623 619 13085 1419
is_linear=0
shrinkage=0.1


Tree=2312
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 1 1 1 0 1 6 6 6 7 1 1 0 0 3 0 6 0 6 1 5 6 2 6 1 0
split_gain=1.0623e+12 8.60186e+12 3.80655e+13 4.25775e+13 4.24361e+13 8.67625e+13 9.60777e+13 7.48995e+13 4.46398e+13 6.6495e+13 6.5725e+13 1.07656e+14 4.52842e+13 4.15904e+13 3.81259e+13 2.11325e+14 1.02791e+14 6.05931e+13 3.40088e+13 3.25965e+13 3.18079e+13 7.08442e+13 4.1958e+13 4.67712e+13 4.12459e+13 3.62358e+13 3.10344e+13 8.19525e+13 1.02048e+14 1.18553e+14
threshold=5.5000000000000009 55.649510000000014 55.775215600000003 4.5000000000000009 38.066230450000006 37.600779750000008 37.618684050000006 37.586700500000006 55.759969450000007 37.702956500000006 66.010000000000005 44.820000000000007 99.050000000000011 6.0000000000000009 37.563506350000004 37.503969450000007 55.728148450000006 55.759969450000007 1.5000000000000002 55.660117850000006 74.015000000000015 55.737027400000009 46.805000000000007 37.442254400000003 1.5000000000000002 118.04500000000002 75.000000000000014 58.045000000000009 37.46219940000001 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 13 10 11 -10 -11 19 15 20 -16 -18 -5 -8 22 25 -3 24 -24 -22 27 -20 29 -29
right_child=-2 2 -4 18 -6 6 8 -9 9 12 -12 -13 -14 -15 16 -17 17 -19 26 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-153.30751006297771 -31.930647388902084 -16287.046818241193 122.31378713539993 11274.07041110214 -7599.6705793480642 139656.79357948908 45120.473613017319 -151103.61447065306 50169.730974264705 -16710.992306616998 -52855.378750000003 267808.38448694738 118417.72152217744 -60136.883026637806 -87245.515963745129 -286493.68738839286 248688.11093750002 34802.834490740745 3411.7161682229726 6865.6375553191046 -98008.778413166001 98813.096372767861 156028.41187499999 162264.72057291667 7433.7071718680982 28131.973828125003 5231.7162187967851 -229266.36981382981 -13193.058617086535 -46354.024400499133
leaf_weight=659999 2928705 628 441309 6689 6205 63 259 39 51 124 20 41 31 83 32 28 26 27 5146 1591 122 28 20 24 283 28 20683 47 1329 144
leaf_count=659999 2928705 628 441309 6689 6205 63 259 39 51 124 20 41 31 83 32 28 26 27 5146 1591 122 28 20 24 283 28 20683 47 1329 144
internal_value=0 81.6658 401.357 3213.45 -2611.75 6111.49 17895.2 -14640.8 14408.4 52735.9 111444 147161 10314.8 9114.37 -10369.4 -15102.5 54279 139728 4882.56 12221.3 -8395.6 -47205.7 -1161.89 27885.8 17241.9 -74462.5 3319.32 -2614.37 -23015.8 -91363.9
internal_weight=0 1.1451e+06 485100 43791 9753 3548 2263 1285 2200 267 112 92 155 1933 1246 1161 85 53 34038 1850 1133 178 955 327 303 150 27349 6666 1520 191
internal_count=4073804 1145099 485100 43791 9753 3548 2263 1285 2200 267 112 92 155 1933 1246 1161 85 53 34038 1850 1133 178 955 327 303 150 27349 6666 1520 191
is_linear=0
shrinkage=0.1


Tree=2313
num_leaves=31
num_cat=0
split_feature=4 5 2 3 1 5 0 4 1 1 4 1 0 2 1 0 6 0 6 4 4 6 0 0 1 0 1 6 2 6
split_gain=1.18159e+12 8.70646e+12 2.53456e+13 9.51017e+12 2.03327e+13 8.26033e+12 4.31437e+13 4.32097e+13 2.5501e+13 3.69413e+13 2.08011e+13 1.90841e+13 4.00518e+13 2.70182e+13 2.06557e+13 1.94459e+13 1.96853e+13 2.67456e+13 2.22374e+13 1.8222e+13 1.59428e+13 2.71267e+13 2.12911e+13 1.55123e+13 3.49033e+13 1.5311e+13 1.47471e+13 3.22051e+13 2.0385e+13 1.8948e+13
threshold=3.5000000000000004 5.5000000000000009 5873.0000000000009 1.5000000000000002 39.004719500000007 4.5000000000000009 43.550475500000012 2.5000000000000004 94.478249850000012 82.991167100000027 1.5000000000000002 37.858952300000006 58.010305850000002 5719.5000000000009 39.596303450000001 59.91832440000001 134.05000000000004 58.603553700000006 189.00000000000003 2.5000000000000004 1.5000000000000002 149.05000000000004 55.649510000000014 47.139841100000005 39.908802000000009 56.342669500000007 39.908802000000009 142.05000000000004 2691.5000000000005 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -7 9 11 -11 13 14 15 20 16 17 -8 -18 -15 -13 -22 -23 24 -16 -21 27 -25 -28 -30
right_child=-2 2 -4 -5 -6 6 8 -9 -10 10 -12 12 -14 19 23 -17 18 -19 -20 25 21 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=192.30837931399708 -13.359775888863936 -54609.497910156257 64794.284936523443 -44807.900687690068 52429.393489583337 30135.598168402779 16627.441861979165 201141.32533735796 96643.324757543101 17551.953742009944 -97206.633956473219 101429.59090616863 136226.38018329328 -29338.654232893321 -117130.11953962054 11047.222299323284 -127709.274125 -114496.85744047619 -16401.462388392858 118154.97844827588 -123.41741690005898 114798.91728723406 13386.971241554054 1081.5712694512038 7419.3917906746037 10177.020833333334 -85822.549710648149 127630.12604166668 12265.174436981 -68658.669726562497
leaf_weight=234567 3837650 35 32 149 36 45 60 22 29 22 56 30 26 29 35 71 50 21 28 29 159 47 37 61 63 24 27 30 302 32
leaf_count=234567 3837650 35 32 149 36 45 60 22 29 22 56 30 26 29 35 71 50 21 28 29 159 47 37 61 63 24 27 30 302 32
internal_value=0 217.105 -18360.5 -30455.7 -336.257 236.95 8080.74 86286.7 3948.4 1778.79 -64838.8 6254.39 14026.6 -14894.9 10166.1 -32465.8 -51896.2 -17367.7 -87752.6 34389.3 32652.5 24161.5 70129.4 -995.375 -37062.6 69259.3 6824.5 42800.9 -2244.33 4511.99
internal_weight=0 236154 252 220 71 235902 1335 67 1268 1239 78 1161 849 312 823 230 159 81 78 82 273 243 84 550 98 53 452 91 361 334
internal_count=4073804 236154 252 220 71 235902 1335 67 1268 1239 78 1161 849 312 823 230 159 81 78 82 273 243 84 550 98 53 452 91 361 334
is_linear=0
shrinkage=0.1


Tree=2314
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 4 6 4 1 0 5 0 4 3 4 6 6 0 4 6 0 0 4 6 7 1 0 4 4 3
split_gain=1.02326e+12 2.06214e+13 3.30457e+13 4.28914e+13 3.67755e+13 4.33505e+13 3.36625e+13 3.0005e+13 4.85389e+13 2.91753e+13 2.94716e+13 2.94922e+13 3.57691e+13 2.81931e+13 2.67829e+13 2.13776e+13 2.02015e+13 2.51968e+13 2.23387e+13 3.23547e+13 3.05758e+13 1.98272e+13 1.97582e+13 1.92529e+13 5.17071e+13 5.4195e+13 3.27091e+13 4.28907e+13 3.81443e+13 3.35404e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 6.0000000000000009 5.5000000000000009 73.41500000000002 16.500000000000004 82.886781200000016 55.02095400000001 3.5000000000000004 54.973017600000006 14.500000000000002 15.500000000000002 22.500000000000004 68.00500000000001 42.005000000000003 54.962581500000006 17.500000000000004 64.805000000000021 54.973017600000006 54.992080650000005 4.5000000000000009 63.705000000000005 6.0000000000000009 82.886781200000016 54.988402950000008 15.500000000000002 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 2 9 4 -4 -6 14 8 -8 10 16 -12 22 -9 15 -5 -2 -18 23 21 -21 -20 -13 -19 26 -26 27 29 -28 -25
right_child=1 -3 3 6 5 -7 7 13 -10 -11 11 12 -14 -15 -16 -17 17 18 19 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-26.716494123222493 5699.9294708638408 4.7251298469669996 606.0094595025397 13218.047518700456 184572.9135416667 29557.285780715945 137805.52236842105 -17202.13421459961 34989.743084927264 -7293.5167603856189 -27932.675695430873 -36561.741768391927 127615.41822916668 57888.575475585938 46256.738084864824 -33446.773763635021 -14656.439570647595 -3274.813748911125 60057.895426432289 38802.362361653642 -29424.937664560173 17274.133430391201 30497.931746748556 27166.79014965758 24381.239531172672 -34682.262497572599 -21536.595574165844 -16708.348328508651 14080.406389872232 82752.300130208343
leaf_weight=3172333 8125 871109 3272 1329 21 128 76 100 116 3545 99 48 36 100 234 106 1173 7350 180 96 208 272 519 784 221 523 443 196 936 126
leaf_count=3172333 8125 871109 3272 1329 21 128 76 100 116 3545 99 48 36 100 234 106 1173 7350 180 96 208 272 519 784 221 523 443 196 936 126
internal_value=0 94.017 2655.87 9684.13 2818.54 51405.1 21080.1 47450.7 75687.7 1107.28 2503.15 22652.8 30957.9 20343.2 14886.5 9771.03 1817.59 -704.314 739.518 17346.1 -7879.47 34311.9 24820.9 -447.224 5989.07 -17137.9 12913.2 25724 2638.54 34863.2
internal_weight=0 901471 30362 5482 3421 149 2061 392 192 24880 21335 702 603 200 1669 1435 20633 12508 11335 756 304 452 567 10579 3229 744 2485 1106 1379 910
internal_count=4073804 901471 30362 5482 3421 149 2061 392 192 24880 21335 702 603 200 1669 1435 20633 12508 11335 756 304 452 567 10579 3229 744 2485 1106 1379 910
is_linear=0
shrinkage=0.1


Tree=2315
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 0 0 1 3 0 4 3 0 0 6 1 6 4 3 0 0 0 4 4 4 2 4 4 0 4
split_gain=1.0121e+12 9.36667e+12 1.73328e+13 1.12462e+13 2.47324e+13 2.06822e+13 5.97117e+13 1.80783e+13 4.20659e+13 2.21367e+13 1.48263e+13 1.16682e+13 1.91906e+13 2.54836e+13 1.12786e+13 1.12255e+13 1.08643e+13 1.05183e+13 2.50106e+13 9.66086e+12 1.49585e+13 1.43497e+13 1.82714e+13 1.39889e+13 1.78501e+13 1.11689e+13 1.08811e+13 3.27959e+13 1.56875e+13 1.21442e+13
threshold=32.005000000000003 33.57500000000001 6877.0000000000009 37.586700500000006 37.600779750000008 55.753967500000009 55.812023600000011 37.534144550000008 5.5000000000000009 55.883833400000007 11.500000000000002 8.5000000000000018 55.759969450000007 55.801384500000005 33.005000000000003 37.740454950000007 32.410000000000004 27.500000000000004 19.500000000000004 55.883833400000007 55.81943720000001 55.759969450000007 13.500000000000002 16.500000000000004 13.500000000000002 75.000000000000014 17.500000000000004 20.500000000000004 55.850146250000009 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 7 5 14 -7 17 -9 11 -8 12 16 -14 -5 19 -10 -2 -19 20 21 -6 -23 24 25 -21 28 -28 -22 -30
right_child=1 -3 -4 4 15 6 10 8 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 23 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-160.3588756387656 17.908925807607289 -12.351459641042638 -1438.7478349529399 23248.339306361609 6016.8292014393446 202190.28375 52665.478897419387 1990.3368863013484 -78866.53335129311 -130464.57819010418 -48402.225186011907 -8822.5865129983849 -137981.34386160714 -36065.846542306674 -41319.869506835938 1784.6568754252582 -11534.649632019929 58708.319725595604 -8323.5687050111846 50202.504772231157 -40881.225283079511 22047.557807982437 110063.47263746995 45531.993696384801 -22269.37214355469 8526.5633933933314 -134174.52067307694 -10983.604603958131 3863.9813346910182 84171.235000000001
leaf_weight=358908 19074 3604074 24301 175 1957 25 47 744 29 24 21 145 42 59 32 62380 138 101 124 102 79 254 26 153 120 174 26 128 322 20
leaf_count=358908 19074 3604074 24301 175 1957 25 47 744 29 24 21 145 42 59 32 62380 138 101 124 102 79 254 26 153 120 174 26 128 322 20
internal_value=0 15.4928 921.023 1583.81 2218.7 30866 70038.6 -463.507 -12473.9 -37099.4 21453.4 -31673.8 -44037.4 -78446.5 13266.8 2087.97 -23227 271.465 21766.3 7717.52 5348.59 9046.34 30220.5 19851.3 9929.17 23928.5 -9037.27 -31782.1 -717.316 8560.31
internal_weight=0 3.7149e+06 110822 86521 66041 300 93 20480 1181 437 68 413 268 101 207 65741 167 19299 225 3361 2812 2237 280 549 396 276 575 154 421 342
internal_count=4073804 3714896 110822 86521 66041 300 93 20480 1181 437 68 413 268 101 207 65741 167 19299 225 3361 2812 2237 280 549 396 276 575 154 421 342
is_linear=0
shrinkage=0.1


Tree=2316
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 4 1 6 6 3 4 3 3 1 1 1 5 4 6 6 4 7 4 0 6 4 4 6 4 6
split_gain=1.02936e+12 1.60533e+13 3.12585e+13 2.53852e+13 2.60204e+13 2.24458e+13 4.37465e+13 4.92218e+13 3.18635e+13 3.1424e+13 3.28077e+13 5.92687e+13 5.76273e+13 4.77609e+13 4.33253e+13 4.95625e+13 3.6922e+13 3.32107e+13 2.98139e+13 2.97655e+13 2.87847e+13 2.56541e+13 5.55931e+13 2.82064e+13 5.49282e+13 1.65715e+14 2.80113e+13 2.39358e+13 3.6186e+13 2.13341e+13
threshold=55.046782850000007 55.039488700000007 138.05000000000004 82.648284550000014 82.93515810000001 6.5000000000000009 82.895858600000011 62.010000000000012 61.805000000000007 21.500000000000004 23.500000000000004 7.5000000000000009 18.500000000000004 82.92647190000001 82.901648750000021 82.906746050000024 4.5000000000000009 24.500000000000004 122.65000000000002 64.015000000000015 24.500000000000004 6.0000000000000009 21.500000000000004 55.043091000000011 88.00500000000001 10.500000000000002 21.500000000000004 108.05000000000001 24.500000000000004 130.05000000000004
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 5 8 -7 20 -5 10 14 13 27 -12 16 -16 -9 -15 21 -10 -8 22 23 24 -17 -26 -23 28 -13 -6
right_child=-2 2 -4 4 29 6 7 9 19 -11 11 12 -14 17 15 18 -18 -19 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=16.331749812505642 -45.998175280524578 -13242.4400621612 40563.9723098467 6126.9030350038411 554.41047529702087 -4217.7783829312521 11156.172481672314 50984.453178491487 -54736.284692382818 -69938.880331143475 201363.79460671166 145669.06982886905 157500.82807459679 133331.22545572917 -23486.217030593012 20959.314993106618 -68874.84269386575 -41148.384160156253 -34502.8887987013 -7593.3500515011974 -13131.232755509718 74065.167835771281 190297.00131250001 14897.679388127561 379267.06460937503 38678.873531249999 -12023.228540418557 -92937.54931640625 5681.4714342703228 -88396.99618055555
leaf_weight=1825156 2217197 1051 212 2386 19723 1692 2822 534 160 33 44 21 31 24 301 102 27 20 77 822 590 47 25 244 20 50 193 20 153 27
leaf_count=1825156 2217197 1051 212 2386 19723 1692 2822 534 160 33 44 21 31 24 301 102 27 20 77 822 590 47 25 244 20 50 193 20 153 27
internal_value=0 54.9319 2294.97 2035.26 2567.15 6605.61 9806.24 14218.4 -113.049 26821.6 28473.5 58112.1 30898.2 127693 22747 10844.3 45215.8 54022.3 24476.8 -15274.5 6956.42 31145.6 45463.9 36760 67774 135990 4835.75 10667.9 22576.5 432.806
internal_weight=0 1.85661e+06 31451 31239 30188 10438 7070 5378 3368 1966 1933 313 225 88 1620 1059 561 44 758 982 3412 681 441 416 172 70 240 194 174 19750
internal_count=4073804 1856607 31451 31239 30188 10438 7070 5378 3368 1966 1933 313 225 88 1620 1059 561 44 758 982 3412 681 441 416 172 70 240 194 174 19750
is_linear=0
shrinkage=0.1


Tree=2317
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 6 6 1 0 3 1 0 3 6 3 1 6 6 6 6 0 5 1 0 6 1 0 6 5
split_gain=1.00089e+12 7.80249e+12 1.52618e+13 3.86075e+13 5.1054e+13 3.56397e+13 5.62088e+13 1.99842e+13 1.82677e+13 1.75314e+13 1.48025e+13 1.36966e+13 1.24573e+13 1.12461e+13 2.52655e+13 1.09075e+13 1.64786e+13 1.05116e+13 9.78431e+12 9.31212e+12 1.2096e+13 1.12059e+13 9.20636e+12 8.76707e+12 2.32066e+13 1.22719e+13 9.11742e+12 3.4291e+13 3.23217e+13 1.06521e+13
threshold=3.5000000000000004 82.901648750000021 82.956351500000011 54.962581500000006 54.810424650000009 120.05000000000001 91.02500000000002 56.205000000000005 82.958608050000009 55.071632200000003 2.5000000000000004 82.886781200000016 55.123213100000008 2.5000000000000004 50.410000000000004 1.5000000000000002 82.906746050000024 63.855000000000011 61.025000000000006 95.045000000000016 44.010000000000012 54.947759400000002 2.5000000000000004 82.825258850000026 54.992080650000005 54.990000000000002 82.648284550000014 55.026775150000006 75.605000000000004 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 11 3 4 -3 6 7 -5 9 -4 19 23 13 17 -15 16 -9 -13 -11 20 -6 -22 -17 26 -25 -26 -1 29 -29 -28
right_child=-2 2 8 5 10 -7 -8 15 -10 18 -12 12 -14 14 -16 22 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=340.31284719288152 -12.295850897242772 -52844.148121995189 -15335.31775669643 -6299.5172214645809 31748.508544921875 100826.94966517857 -131756.44517227565 -95838.203374999997 -734.69970279784354 43110.6986874535 -16789.380719866072 3341.7277050781254 37026.957098931212 10088.709531183113 134556.38558407739 -39601.008154707204 -29868.119563802084 -67611.656214488641 123150.62789713543 10314.915585937501 125337.15008680556 42437.822978626602 -5462.9927030003328 1847.6107161707023 -17115.078871145128 -56297.433418744527 -4610.3729193276658 19810.131116608532 142648.33579545454 15336.767650912268
leaf_weight=202466 3837650 52 35 2077 32 28 39 50 25985 42 21 410 180 73 21 119 156 22 24 20 63 22 235 814 316 107 1588 813 22 322
leaf_count=202466 3837650 52 35 2077 32 28 39 50 25985 42 21 410 180 73 21 119 156 22 24 20 63 22 235 814 316 107 1588 813 22 322
internal_value=0 199.815 -1336.45 -8200.22 33103.1 -11408 -12582.3 -10819.8 -569.717 41876.5 61389.5 414.881 14319.6 6549.07 37895.3 -27585.1 -45880.3 -271.639 72216.1 73373.2 84152.3 103881 -16938.8 367.33 -8026.06 -27026.5 417.925 6142.47 23046.6 -1247.56
internal_weight=0 236154 29000 2914 210 2704 2676 2637 26086 101 158 207154 706 526 94 560 206 432 66 137 117 85 354 206448 1237 423 205211 2745 835 1910
internal_count=4073804 236154 29000 2914 210 2704 2676 2637 26086 101 158 207154 706 526 94 560 206 432 66 137 117 85 354 206448 1237 423 205211 2745 835 1910
is_linear=0
shrinkage=0.1


Tree=2318
num_leaves=31
num_cat=0
split_feature=1 4 0 5 4 4 6 6 6 6 3 3 0 5 4 3 6 6 3 4 0 6 6 0 5 6 6 0 6 6
split_gain=9.82044e+11 4.70122e+12 8.91558e+12 2.16087e+13 5.00706e+13 2.82171e+13 5.04817e+13 2.9567e+13 2.68422e+13 5.66979e+13 6.42576e+13 3.59088e+13 3.09614e+13 2.36311e+13 2.01186e+13 2.69552e+13 2.83413e+13 1.98804e+13 1.86508e+13 1.845e+13 2.55138e+13 2.8269e+13 2.17199e+13 2.13077e+13 1.78785e+13 2.4361e+13 2.40209e+13 3.21058e+13 4.43545e+13 3.07588e+13
threshold=20.507515800000004 9.5000000000000018 54.724612400000005 3.5000000000000004 8.5000000000000018 5.5000000000000009 128.05000000000004 89.00500000000001 106.49500000000002 120.05000000000001 3.5000000000000004 2.5000000000000004 54.73499850000001 4.5000000000000009 3.5000000000000004 2.5000000000000004 104.01000000000001 57.995000000000012 3.5000000000000004 8.5000000000000018 54.73499850000001 64.805000000000021 74.015000000000015 54.94613300000001 3.5000000000000004 130.05000000000004 101.02000000000002 54.707511300000007 128.05000000000004 95.045000000000016
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 24 8 5 7 -7 -5 14 10 -10 -11 18 -6 17 16 19 -4 -13 23 21 -21 -23 -16 26 -26 29 -28 -29 -1
right_child=-2 -3 3 4 13 6 -8 -9 9 11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1713.7089054626956 -3.4707620089023905 2536.3173518834592 200.53327929687501 -67803.767045454544 175006.65231681036 25565.597880497688 -127310.69052734376 59693.06141741071 -179929.48163109759 -84707.567187500012 -28626.718723665734 84066.315252976201 129828.23659274195 51274.764630681821 12730.608504974221 -1426.2958998828126 134354.89250000002 -66680.666640625001 -31822.812595274394 180218.63821022728 19319.4570605103 -4325.1139303768387 119925.30507812501 -33329.807470261425 -41216.798833847046 14527.620098174781 -24432.62220892137 65178.863881578953 -51899.74997996795 -43164.184360670013
leaf_weight=6619 4053548 8229 100 22 29 54 36 105 41 26 89 21 31 33 844 2500 20 80 41 22 267 34 24 114 256 113 93 190 39 184
leaf_count=6619 4053548 8229 100 22 29 54 36 105 41 26 89 21 31 33 844 2500 20 80 41 22 267 34 24 114 256 113 93 190 39 184
internal_value=0 694.554 -565.599 2935.14 29895 7250.9 -35584.9 37607 1166.97 -30690.6 -76345.3 19184.3 48229.4 109149 3147.63 4685.14 16216.1 -29524.4 7429.96 14405.6 34162.1 83699.5 47088.9 7249.52 -2683.14 -24146 -1571.59 25117 45239.7 -2834.82
internal_weight=0 20256 12027 4533 279 217 90 127 4254 249 130 119 93 62 4005 3825 1325 180 62 1305 347 80 58 958 7494 369 7125 322 229 6803
internal_count=4073804 20256 12027 4533 279 217 90 127 4254 249 130 119 93 62 4005 3825 1325 180 62 1305 347 80 58 958 7494 369 7125 322 229 6803
is_linear=0
shrinkage=0.1


Tree=2319
num_leaves=31
num_cat=0
split_feature=6 6 3 2 0 4 4 7 4 4 1 5 0 6 1 4 4 3 0 3 1 5 4 0 6 1 4 0 0 3
split_gain=9.92379e+11 7.93968e+12 3.92222e+13 2.84215e+13 3.82722e+13 4.21655e+13 7.20531e+13 2.60791e+13 3.11301e+13 3.4769e+13 2.58212e+13 4.21855e+13 2.67168e+13 2.43017e+13 2.3536e+13 5.5817e+13 3.98221e+13 8.54063e+13 3.77006e+13 4.04664e+13 4.76462e+13 3.95277e+13 6.08866e+13 3.8288e+13 7.89783e+13 3.49969e+13 3.26208e+13 4.10609e+13 3.60846e+13 3.21337e+13
threshold=142.05000000000004 134.05000000000004 1.5000000000000002 2851.5000000000005 45.001720900000002 11.500000000000002 6.5000000000000009 6.0000000000000009 8.5000000000000018 11.500000000000002 36.593086150000012 5.5000000000000009 60.753246850000004 138.05000000000004 60.620042600000012 4.5000000000000009 16.500000000000004 13.500000000000002 52.960348700000004 11.500000000000002 60.571186450000006 3.5000000000000004 16.500000000000004 56.105603650000006 138.05000000000004 82.825258850000026 4.5000000000000009 55.883833400000007 56.262014700000009 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 6 -6 10 -9 -10 11 -4 14 -13 18 25 -17 -18 29 21 23 -20 26 -21 -25 -16 27 -23 -29 -12
right_child=-2 2 7 -5 5 -7 -8 8 9 -11 12 13 -14 -15 15 16 17 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.7274416932092969 -697.45600844162016 153063.23187934028 -21675.660689974 12047.086195917855 19922.268799867023 -67871.241302083334 193651.40515136719 49231.32570198641 -31682.339685058596 18438.12306040667 2577.2447847374106 10121.060561342594 82953.60546875 151707.86509232954 150019.83160714287 -5019.9656748666821 -121730.43062836023 8726.137621846332 -10208.991334992696 49103.87341269842 -59327.736443460395 77877.734159482759 -51163.265521857451 289477.56331521738 41339.973316271557 20678.145658052887 45939.777183576312 -176651.53859375001 -11440.245853365384 -36563.463619765935
leaf_weight=4045514 20299 36 869 342 94 30 32 223 180 599 1227 27 40 22 35 2292 93 109 492 126 29 29 89 23 29 52 560 20 39 253
leaf_count=4045514 20299 36 869 342 94 30 32 223 180 599 1227 27 40 22 35 2292 93 109 492 126 29 29 89 23 29 52 560 20 39 253
internal_value=0 3.49269 3152.49 29332.9 60123.3 38675.6 64044 1277.7 16287.6 6857.01 -1052.27 -16585.3 1523.01 73690.6 930.46 -6024.64 -8771.27 -51335.5 7086.53 18629.9 59533.5 11740.6 26393.5 78898.5 151093 72712.2 37045.6 -19553.9 -67444.1 -4113.7
internal_weight=0 4.0535e+06 7991 534 192 156 126 7457 1002 779 6455 918 5537 49 5497 2581 2494 202 2916 1436 207 1229 737 178 52 87 648 88 59 1480
internal_count=4073804 4053505 7991 534 192 156 126 7457 1002 779 6455 918 5537 49 5497 2581 2494 202 2916 1436 207 1229 737 178 52 87 648 88 59 1480
is_linear=0
shrinkage=0.1


Tree=2320
num_leaves=31
num_cat=0
split_feature=6 1 1 5 0 0 1 3 6 1 0 0 6 6 4 6 7 0 4 0 3 3 0 0 4 0 6 6 6 7
split_gain=9.71942e+11 3.86947e+12 5.85161e+12 1.09856e+13 2.76323e+13 9.63434e+12 9.28302e+12 6.8103e+12 7.13381e+12 6.52143e+12 1.39045e+13 3.5792e+13 5.0138e+12 1.06339e+13 1.022e+13 8.62719e+12 8.22477e+12 1.57543e+13 1.14492e+13 5.00224e+12 1.2941e+13 8.79443e+12 4.86336e+12 1.631e+13 8.9571e+12 5.65012e+12 5.44276e+12 5.07233e+12 9.40623e+12 1.0216e+13
threshold=27.215000000000003 30.624707450000006 37.475446350000006 2.5000000000000004 55.922096200000006 55.520061350000013 37.586700500000006 1.5000000000000002 24.030000000000005 37.534144550000008 55.783232450000007 55.840017500000009 26.495000000000001 25.305000000000003 8.5000000000000018 21.020000000000003 6.0000000000000009 55.866549750000011 11.500000000000002 55.685785750000008 5.5000000000000009 4.5000000000000009 55.728148450000006 55.737027400000009 25.500000000000004 55.568628050000008 25.305000000000003 26.495000000000001 21.020000000000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -4 10 -9 -12 13 15 -15 19 18 -18 -17 -11 21 -21 24 -24 25 -3 -25 28 -27 -30
right_child=-2 2 6 4 -6 -7 -8 9 -10 12 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 26 -26 27 -28 -29 29 -31
leaf_value=-3140.9810821601341 -7.1397679581392897 2087.6564533479263 -12398.762610394022 -34812.473626512096 -105868.13024902344 40308.799000308391 406.96386935850535 -8707.4007110982002 -52797.547096354167 -9377.0997823034613 94256.188166360298 3172.0350855364122 20775.692768895351 -1719.9119628906251 -92844.647711181649 -7072.0551698626896 13274.427576446535 -76904.870552884619 75029.398839285714 -24109.860712929381 -63704.831697591151 52002.935625000006 -51452.451698225639 -1482.0248640815962 54196.877003205125 5345.0511830586438 10063.266770216998 -6609.2927075655962 -6620.9090540959287 27893.12542736467
leaf_weight=3088 3988583 1755 161 31 32 38 74877 553 60 227 51 280 43 20 32 33 76 26 35 63 72 20 59 1391 39 829 578 159 104 489
leaf_count=3088 3988583 1755 161 31 32 38 74877 553 60 227 51 280 43 20 32 33 76 26 35 63 72 20 59 1391 39 829 578 159 104 489
internal_value=0 334.161 464.818 3614.28 -29061.7 6558.66 238.603 -6956.8 -23366.8 -4588.02 995.524 17206.1 -12216.9 -14565.7 -57796.7 -10493.2 8246.95 -9712.45 35186 -18833 -32681.4 -5769.43 4225.1 354.722 6550.77 5993.76 1907.1 10329.7 12223.8 21840.1
internal_weight=0 85221 82133 5504 101 69 76629 1752 221 1531 884 331 647 604 52 552 170 102 68 382 155 83 5403 2028 3375 3336 1969 1581 1422 593
internal_count=4073804 85221 82133 5504 101 69 76629 1752 221 1531 884 331 647 604 52 552 170 102 68 382 155 83 5403 2028 3375 3336 1969 1581 1422 593
is_linear=0
shrinkage=0.1


Tree=2321
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 6 0 4 4 5 3 3 0 0 3 6 0 6 6 6 0 3 4 3 4 0 0 1 7 6
split_gain=9.78301e+11 6.67166e+12 1.1118e+13 2.73838e+13 2.11982e+13 1.25055e+13 1.0842e+13 1.75045e+13 1.26194e+13 1.0586e+13 2.29771e+13 1.73413e+13 1.67759e+13 1.58014e+13 1.2446e+13 1.6143e+13 1.15759e+13 1.03353e+13 1.95647e+13 1.89201e+13 3.08233e+13 1.59505e+13 3.3082e+13 1.49122e+13 1.73046e+13 9.79246e+12 1.21749e+13 1.37265e+13 1.52876e+13 2.04434e+13
threshold=17.500000000000004 30.345769800000003 30.330566300000005 59.856552950000008 59.848366150000011 142.05000000000004 59.990753350000013 21.500000000000004 24.500000000000004 3.5000000000000004 18.500000000000004 21.500000000000004 60.028671700000011 59.990753350000013 20.500000000000004 106.49500000000002 59.933037250000005 110.01500000000001 103.03500000000001 99.050000000000011 60.028671700000011 20.500000000000004 24.500000000000004 22.500000000000004 23.500000000000004 59.898927250000007 59.825842200000004 30.509101000000005 6.0000000000000009 95.045000000000016
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 5 4 -4 9 -5 -8 -9 17 -11 12 13 14 15 -12 -13 18 19 -2 -21 -19 -23 24 -20 26 -3 28 -28 -30
right_child=1 25 3 6 -6 -7 7 8 -10 10 11 16 -14 -15 -16 -17 -18 21 23 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=9.465889634481476 562.2231959980752 -425.34849688019017 9189.2235540254242 -60994.695880998886 48274.671341035573 -72887.637151834249 92441.451404389882 -31200.587482867326 3992.5518215971024 93539.483457823066 7958.8064843750008 91217.143105468756 -99802.230859375006 51068.522721354173 24976.564513724192 -111541.65823317308 18500.175834297839 6378.3424525669652 -18477.61229567308 8268.6760850694445 -130262.00344827588 -149901.05564903846 11209.5645 88662.500641025646 53944.983382404389 -3553.7703430523211 15672.246723673677 -5141.7682017957504 787.21614276935964 90086.917337740393
leaf_weight=3927269 11847 118420 295 28 262 23 21 114 959 37 20 30 20 39 28 26 81 56 65 36 29 26 25 39 67 9580 1475 1029 1832 26
leaf_count=3927269 11847 118420 295 28 262 23 21 114 959 37 20 30 20 39 28 26 81 56 65 36 29 26 25 39 67 9580 1475 1029 1832 26
internal_value=0 -253.694 1808.34 9448.6 27574.1 781.613 450.454 2023.09 253.486 917.48 20107 8971.69 -15383 -441.511 -27588.7 -59584.9 38153.4 475.13 749.138 267.019 -53537.3 -30467.3 -70925.3 34334 18282.3 -474.492 -234.233 4954.18 8071.11 2036.84
internal_weight=0 146535 14173 1679 557 12494 1122 1094 1073 12471 281 244 133 113 74 46 111 12190 12083 11912 65 107 51 171 132 132362 122782 4362 3333 1858
internal_count=4073804 146535 14173 1679 557 12494 1122 1094 1073 12471 281 244 133 113 74 46 111 12190 12083 11912 65 107 51 171 132 132362 122782 4362 3333 1858
is_linear=0
shrinkage=0.1


Tree=2322
num_leaves=31
num_cat=0
split_feature=4 1 1 6 0 0 1 6 1 1 0 4 0 0 0 7 4 4 1 3 1 4 6 6 1 0 4 0 1 6
split_gain=9.93373e+11 6.80703e+12 1.78832e+13 3.35417e+13 4.06259e+13 1.53625e+14 9.4199e+13 9.76274e+13 5.93877e+13 9.78755e+13 8.66551e+13 1.3119e+14 7.0944e+13 2.13045e+14 6.66418e+13 5.82025e+13 1.08625e+14 1.13452e+14 9.58588e+13 1.05714e+14 8.91657e+13 1.73003e+14 7.20499e+13 5.72423e+13 5.08941e+13 2.44076e+14 9.53314e+13 2.41089e+14 1.35595e+14 7.71114e+13
threshold=9.5000000000000018 37.600779750000008 30.425503950000003 44.010000000000012 55.721784200000009 55.768246800000007 37.563506350000004 80.720000000000013 37.586700500000006 37.543519500000009 55.812023600000011 6.5000000000000009 55.82518790000001 55.81943720000001 55.858844800000007 6.0000000000000009 5.5000000000000009 8.5000000000000018 33.882313700000005 4.5000000000000009 37.343102500000008 7.5000000000000009 77.565000000000012 87.395000000000024 30.452677500000004 59.848366150000011 8.5000000000000018 59.939085000000013 30.438492500000006 71.030000000000015
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 -4 -5 6 -6 -8 9 15 23 12 13 -12 -14 24 18 20 19 -17 -18 -22 -23 -11 25 -7 -27 28 29 -28
right_child=-2 -3 3 4 5 8 7 -9 -10 10 11 -13 14 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-561.6392783600304 45.99539073503685 -136.77290437890872 -621.17001110077888 135.59374271619544 17759.716385997603 110981.35585104552 76082.106407050829 -149832.78382812502 35125.292126903943 -45847.574656083576 -30645.352557927912 -27678.894098655248 -68847.536090582769 292593.87625411188 33061.258606235038 29276.761084810089 -54814.583032093666 -4804.28023724172 -4925.8592990314737 163203.80581129808 -86260.950696401123 78021.921232638895 306135.95468750002 61956.280055588941 3575.4401292933858 -4428.8211753964852 182333.69218750001 11534.237710584501 47405.53125 409678.06625000003
leaf_weight=122577 2181312 1583619 76092 53602 3162 255 439 20 556 933 44 849 74 38 483 632 953 2210 1191 65 61 45 20 52 42292 1658 37 462 46 25
leaf_count=122577 2181312 1583619 76092 53602 3162 255 439 20 556 933 44 849 74 38 483 632 953 2210 1191 65 61 45 20 52 42292 1658 37 462 46 25
internal_value=0 -53.0149 376.42 993.633 2108.6 3977.03 23904.9 66238.3 2615.06 2270.26 -17149 -1918.91 32306.8 119148 19522.2 3231.66 -6806.94 -17781.7 12311.7 41766.4 -44361.9 34696.7 148211 -40156.4 4392.35 18306.5 7699.63 42978.5 177490 274005
internal_weight=0 1.89249e+06 308873 186296 110204 56602 3621 459 52981 52425 2473 1488 639 82 557 49952 5177 3289 1888 697 1079 126 65 985 44775 2483 2228 570 108 62
internal_count=4073804 1892492 308873 186296 110204 56602 3621 459 52981 52425 2473 1488 639 82 557 49952 5177 3289 1888 697 1079 126 65 985 44775 2483 2228 570 108 62
is_linear=0
shrinkage=0.1


Tree=2323
num_leaves=31
num_cat=0
split_feature=2 3 0 4 6 5 1 0 1 7 4 4 6 6 0 1 7 0 0 1 1 0 6 4 0 6 1 1 1 1
split_gain=1.10399e+12 9.49111e+12 3.6125e+13 4.78003e+13 4.61629e+13 4.60891e+13 4.27969e+13 4.24325e+13 1.20439e+14 4.23741e+13 6.38348e+13 3.89968e+13 3.70968e+13 3.42926e+13 2.99956e+13 2.95078e+13 4.40969e+13 2.92211e+13 4.70408e+13 1.68177e+14 4.14901e+14 3.54404e+13 5.42944e+13 3.87621e+13 3.54313e+13 9.87224e+13 4.6737e+13 8.32909e+13 3.39405e+13 5.73005e+13
threshold=36.000000000000007 1.5000000000000002 55.633951400000008 5.5000000000000009 44.410000000000004 2.5000000000000004 37.543519500000009 55.60524465000001 37.425454150000007 6.0000000000000009 12.500000000000002 10.500000000000002 43.905000000000008 84.810000000000016 55.622114900000007 37.729575300000008 6.0000000000000009 55.759969450000007 55.753967500000009 37.618684050000006 37.563506350000004 55.743464250000009 29.715000000000003 3.5000000000000004 55.721784200000009 55.015000000000008 37.702956500000006 37.563506350000004 37.503969450000007 37.442254400000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 9 -5 15 11 13 -11 12 -9 -6 -13 -1 -17 18 21 20 -20 24 -23 -24 28 -26 27 -27 29 -4
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 -12 14 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2237.3923463689221 14.422629591563464 -47.067263495035846 -1298.0566268382354 -16898.681381501163 -31829.859930576131 -5806.5367916240311 5880.8365188709186 62562.413124999999 5187.7306936742343 -80002.32987379808 31011.489882812501 98797.937562647407 169369.28093089792 96592.588281250006 -924.76314732142862 -26458.096819196428 171966.18385416668 -4217.7279029937381 -13772.445640120968 -1447.4695377604166 570427.36484375002 111095.90516733023 -145376.53114919356 -25241.753049358918 1240.3033705471967 41965.236020688666 -12862.025925925926 211213.64860801093 -2921.4879835655411 129696.21459517046
leaf_weight=2888 3783399 273790 85 1196 2110 2321 2657 60 977 65 255 53 71 21 70 21 24 2008 31 120 20 26 31 201 243 54 27 63 862 55
leaf_count=2888 3783399 273790 85 1196 2110 2321 2657 60 977 65 255 53 71 21 70 21 24 2008 31 120 20 26 31 201 243 54 27 63 862 55
internal_value=0 -187.898 -2508.58 -5205.12 -9331.85 -15905.6 -1190.1 5554.49 21136.4 -25469.1 8461.81 82482.4 120450 -30564.3 42045.2 -985.346 79368.2 4097.82 13282.4 63204.1 215326 8099.31 -25937.1 -41294.2 14421.4 40120.7 105731 133099 4495.64 50164
internal_weight=0 290405 16615 12451 8625 4772 3853 4164 1231 2451 320 254 131 2131 123 2933 45 3826 1818 171 51 1647 258 232 1389 387 144 117 1002 140
internal_count=4073804 290405 16615 12451 8625 4772 3853 4164 1231 2451 320 254 131 2131 123 2933 45 3826 1818 171 51 1647 258 232 1389 387 144 117 1002 140
is_linear=0
shrinkage=0.1


Tree=2324
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 6 6 6 5 4 1 6 3 3 6 6 1 4 0 6 6 3 6 4 4 3 6 6 6
split_gain=1.05039e+12 2.10538e+13 2.33498e+13 3.23599e+13 3.87773e+13 3.46288e+13 3.92629e+13 3.83095e+13 6.28104e+13 3.50727e+13 2.96162e+13 2.82193e+13 2.79454e+13 2.71134e+13 3.1497e+13 3.62924e+13 2.66563e+13 4.49534e+13 1.15353e+14 8.42658e+13 7.03913e+13 5.25264e+13 4.46478e+13 3.08963e+13 2.76886e+13 5.24155e+13 2.63531e+13 2.57984e+13 2.47853e+13 2.45312e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 82.901648750000021 82.906746050000024 55.02095400000001 130.05000000000004 62.375000000000007 64.015000000000015 3.5000000000000004 11.500000000000002 82.970388650000018 59.815000000000005 15.500000000000002 13.500000000000002 102.04000000000001 125.02000000000002 82.93515810000001 9.5000000000000018 55.018166200000003 106.49500000000002 78.605000000000004 3.5000000000000004 73.995000000000019 21.500000000000004 16.500000000000004 9.5000000000000018 96.050000000000011 84.810000000000016 60.605000000000011
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 12 -5 6 13 -7 10 -8 -9 -4 -3 14 16 -16 17 19 -19 21 26 -6 -18 -21 25 -22 -20 -13 -25 -15
right_child=-2 2 11 4 5 7 9 8 -10 -11 -12 27 -14 29 15 -17 22 18 20 23 24 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.86512908275403744 -43.281186092026019 4240.1560806473972 -18177.113608910757 89253.216233723972 -29015.218974905307 -3869.6038525163221 190429.52213541669 117317.73776245117 7375.3458304167289 35211.129006545605 39742.154979093313 1275.0009173516009 -12311.697274917522 14238.432058502909 4296.3174459685688 -69724.315870786522 -11860.354032199182 158152.89626034009 13844.310019016342 55394.93298246542 82194.409875000012 -162476.81172572545 141002.53218750001 -71738.193906250002 31380.817328559027 267419.45923295454 52533.440474347379 -73667.205876358697 11391.851664201808 118236.55894978841
leaf_weight=1667463 2359546 3135 772 60 99 3006 24 64 2401 37 213 32325 1512 43 259 89 428 68 1247 157 50 42 20 40 36 22 205 46 347 48
leaf_count=1667463 2359546 3135 772 60 99 3006 24 64 2401 37 213 32325 1512 43 259 89 428 68 1247 157 50 42 20 40 36 22 205 46 347 48
internal_value=0 59.5733 2151.54 5632.02 9129.46 8592.02 16806.5 3879.24 12577.2 96280.7 57665.8 717.889 -1145.34 15291.5 13716.7 -14634.2 17290.1 21614.4 30657.4 122.506 25099.9 -68769.7 -5036.12 17978.8 102988 138791 19306.6 1168.51 2799.6 69094.6
internal_weight=0 1.71426e+06 46795 13652 9005 8945 3261 5684 2678 61 277 33143 4647 3200 3109 348 2761 2313 1628 685 1560 141 448 544 108 72 1452 32371 387 91
internal_count=4073804 1714258 46795 13652 9005 8945 3261 5684 2678 61 277 33143 4647 3200 3109 348 2761 2313 1628 685 1560 141 448 544 108 72 1452 32371 387 91
is_linear=0
shrinkage=0.1


Tree=2325
num_leaves=31
num_cat=0
split_feature=6 4 6 2 1 1 6 2 0 6 3 1 1 0 6 6 1 4 4 4 0 0 0 1 1 6 3 1 1 0
split_gain=1.03406e+12 6.07063e+12 1.25279e+13 2.00061e+13 3.06904e+13 2.75585e+13 1.73444e+13 2.65701e+13 2.99709e+13 2.36297e+13 1.85629e+13 2.44043e+13 3.64007e+13 1.3169e+13 1.30201e+13 3.22466e+13 3.51635e+13 8.45684e+13 7.52884e+13 2.31586e+13 2.31331e+13 1.62173e+13 1.25417e+13 1.32919e+13 1.20256e+13 1.19222e+13 1.3727e+13 1.13974e+13 4.67921e+13 5.02321e+13
threshold=41.505000000000003 25.500000000000004 37.995000000000012 75.000000000000014 37.71815560000001 37.425454150000007 36.605000000000011 75.000000000000014 55.696737300000009 37.005000000000003 28.500000000000004 37.768783500000005 37.729575300000008 55.743464250000009 40.490000000000002 38.995000000000012 37.543519500000009 28.500000000000004 29.500000000000004 26.500000000000004 55.743464250000009 55.791814000000009 59.882709350000006 30.389265100000003 37.631035900000008 38.605000000000011 5.5000000000000009 37.503969450000007 37.517483500000004 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 27 8 9 -8 11 12 -10 -4 15 20 17 19 -19 -17 24 -20 -9 -24 -7 26 -22 -3 29 -29
right_child=-2 2 3 -5 -6 14 7 22 10 -11 -12 -13 -14 -15 -16 16 -18 18 21 -21 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=46.63794347702256 -34.588593519629704 5599.5564153742371 -77230.770356889218 1169.0635770011099 -5181.1030079778193 16455.731127929688 6315.2006184895836 6078.9284563090605 -17927.605075286465 -110036.96464843751 41158.250495793269 -60303.010846044148 95775.254921875006 7079.6810791015632 9390.3316162573519 119449.49950810184 23014.714662767496 -144781.51197265624 26999.626670240323 254455.69505208335 54319.731876816862 83220.485055226309 837.30395364200376 -27092.523685896158 101866.06616498163 -71631.02001953125 -5460.103320041233 2340.95138608871 -7.7523967645461003 -123955.16201019287
leaf_weight=1285238 2768799 3997 44 5732 827 32 24 1026 458 64 52 126 30 32 789 27 552 20 92 24 43 116 391 302 34 24 360 62 4423 64
leaf_count=1285238 2768799 3997 44 5732 827 32 24 1026 458 64 52 126 30 32 789 27 552 20 92 24 43 116 391 302 34 24 360 62 4423 64
internal_value=0 73.3858 1812.52 4637.95 11230.7 17431 -430.599 -7805.87 -23456.7 -78304.6 -16209.5 -21068 -10937.7 -41731.6 19559 25618.7 37639.1 66573.4 40534.7 182982 5356.99 58353.6 -940.998 -11334.1 60455 -3159.33 918.39 1703.62 -1719.56 -61809.5
internal_weight=0 1.305e+06 19767 8748 3016 2189 11019 2473 754 88 666 614 488 76 2113 1324 831 279 228 51 493 208 1719 693 66 427 403 8546 4549 126
internal_count=4073804 1305005 19767 8748 3016 2189 11019 2473 754 88 666 614 488 76 2113 1324 831 279 228 51 493 208 1719 693 66 427 403 8546 4549 126
is_linear=0
shrinkage=0.1


Tree=2326
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 1 5 6 4 3 4 1 4 0 0 1 6 0 6 3 1 1 6 6 0 6 4 1 6
split_gain=1.02348e+12 3.54917e+12 1.64535e+13 1.9937e+13 1.6955e+13 3.42224e+13 4.61643e+13 1.83098e+13 1.5964e+13 1.40787e+13 1.74217e+13 2.428e+13 1.64505e+13 1.3834e+13 1.33892e+13 2.85601e+13 4.18432e+13 5.78885e+13 4.48548e+13 2.59495e+13 1.77515e+13 1.67882e+13 1.63795e+13 1.60216e+13 1.55085e+13 1.4862e+13 1.33211e+13 1.26974e+13 1.4437e+13 1.27355e+13
threshold=83.658467900000019 92.90968070000001 52.02416370000001 51.768991500000006 53.310923100000004 116.05000000000001 83.971434050000013 3.5000000000000004 110.01500000000001 15.500000000000002 6.5000000000000009 16.500000000000004 83.754481100000007 11.500000000000002 56.385857200000011 56.041614100000011 92.865667950000017 114.05000000000001 56.067362750000008 74.015000000000015 4.5000000000000009 92.791023150000015 92.791023150000015 128.05000000000004 60.305000000000007 56.105603650000006 40.205000000000005 5.5000000000000009 91.443676550000006 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 5 8 7 -7 9 13 -11 12 -12 -4 15 -6 18 24 19 22 -19 27 26 -16 -18 -26 -17 -20 -29 -30
right_child=1 -3 4 -5 14 6 -8 -9 -10 10 11 -13 -14 -15 23 16 17 20 21 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-12.023443395265444 -32302.861284231636 -269.83005020054452 -3596.5554721339631 15593.050043405427 1104.0400425222247 188340.96019021739 -11800.122779259316 66923.394158709489 -83856.75725000001 -28.624641377217063 -130518.69344750383 -8294.8646347045906 -40938.410808879577 31142.920193113132 6273.4818364580788 -2469.0560526454819 4699.1933622931456 19937.186326599123 -1513.6229416496151 -53295.345482357079 124909.74878029338 18250.982641601564 -42609.753610215812 82224.032017299105 -2779.9305618788776 -27455.808202097043 -19248.812531923988 -27280.071354750995 -10070.894416065705 83751.664958389942
leaf_weight=3852148 94 91155 9710 1152 104187 23 52 27 25 148 41 80 41 116 3447 677 3577 24 2203 211 49 365 223 28 1700 285 1571 383 39 23
leaf_count=3852148 94 91155 9710 1152 104187 23 52 27 25 148 41 80 41 116 3447 677 3577 24 2203 211 49 365 223 28 1700 285 1571 383 39 23
internal_value=0 208.955 543.386 11979.7 433.142 -3466.7 54168.3 122775 -4045.27 -3848.42 -24830.9 -47489.7 -85728.6 -3186.44 769.501 585.52 -4182.62 1926.76 -10227.6 -19634.1 90398.2 -1854.51 -16759.8 6885.46 765.593 -6322.81 -14195.5 -4625.85 -20033.1 24734.2
internal_weight=0 221656 130501 1246 129255 10263 102 50 10161 10136 310 162 82 9826 118992 115517 11330 5635 5695 2682 73 3013 2471 3475 5562 1985 2248 2648 445 62
internal_count=4073804 221656 130501 1246 129255 10263 102 50 10161 10136 310 162 82 9826 118992 115517 11330 5635 5695 2682 73 3013 2471 3475 5562 1985 2248 2648 445 62
is_linear=0
shrinkage=0.1


Tree=2327
num_leaves=31
num_cat=0
split_feature=1 6 6 7 3 0 3 4 6 6 4 7 7 3 4 6 2 6 1 6 6 1 4 4 4 4 7 5 0 0
split_gain=1.10285e+12 7.75748e+12 1.35465e+13 2.44282e+13 1.10038e+13 1.68115e+13 8.46295e+12 2.92689e+13 1.42873e+13 1.63666e+13 9.14849e+12 2.65811e+13 1.32487e+13 4.81848e+13 3.01889e+13 2.44203e+13 2.24167e+13 2.4113e+13 1.1738e+13 1.06171e+13 8.15008e+12 1.53343e+13 1.44811e+13 1.6011e+13 1.25645e+13 3.80226e+13 1.63798e+13 2.43942e+13 4.23224e+13 1.96354e+13
threshold=91.292296250000007 86.920000000000016 87.395000000000024 6.0000000000000009 7.5000000000000009 56.041614100000011 12.500000000000002 14.500000000000002 142.05000000000004 130.05000000000004 23.500000000000004 6.0000000000000009 6.0000000000000009 15.500000000000002 17.500000000000004 108.05000000000001 9236.5000000000018 95.045000000000016 92.90968070000001 97.020000000000024 81.02500000000002 92.791023150000015 6.5000000000000009 3.5000000000000004 20.500000000000004 19.500000000000004 6.0000000000000009 3.5000000000000004 56.067362750000008 57.205086850000008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 9 10 12 -12 13 16 -15 19 17 -9 -17 -14 -2 22 23 -22 25 26 27 28 -23 -30
right_child=1 2 6 -5 5 -7 7 8 -10 -11 11 -13 15 14 -16 18 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.9001251726825359 227.9619896284984 23774.537634835026 3467.2508930363192 -25289.403976844882 100672.15678803067 4880.2014229910719 -103830.32678931452 20274.244140625 -62852.392619243416 89400.307460937503 -66789.508902994785 19750.24261544364 -26574.621854222078 35270.280943080361 188111.67272135417 70497.568225097653 71948.287574218746 -87003.415376420468 -6202.191988502359 -104361.37424665179 -39519.465842848556 15852.188274792088 -911.5758776388534 45053.200605954 22333.085289171009 -142950.83839285714 -26506.380911217206 -15416.669459699666 -42160.65029510099 7640.9911027892567
leaf_weight=3931467 131398 197 6492 83 53 28 31 40 38 20 72 70 47 28 24 32 25 44 53 28 26 930 366 161 135 21 405 1140 229 121
leaf_count=3931467 131398 197 6492 83 53 28 31 40 38 20 72 70 47 28 24 32 25 44 53 28 26 930 366 161 135 21 405 1140 229 121
internal_value=0 273.45 3424.8 22318.1 36531.8 67558.9 2456.53 -9430.43 -3813.55 831.332 -2994.54 -24129.1 6354.69 26607.3 105812 -14024.5 -11178.7 -35918.8 22673 -55615 100.505 -4638.47 10655.4 33294.4 -7475.61 -8889.58 -7893.02 -4777.97 4697.11 -24943.5
internal_weight=0 142337 7405 361 278 81 7044 552 521 483 463 142 321 161 52 160 109 84 85 75 134932 3534 553 187 2981 2846 2825 2420 1280 350
internal_count=4073804 142337 7405 361 278 81 7044 552 521 483 463 142 321 161 52 160 109 84 85 75 134932 3534 553 187 2981 2846 2825 2420 1280 350
is_linear=0
shrinkage=0.1


Tree=2328
num_leaves=31
num_cat=0
split_feature=6 1 3 4 4 1 3 6 0 6 6 2 0 0 1 1 6 0 0 3 0 0 4 1 6 4 7 4 0 4
split_gain=1.01997e+12 6.41229e+12 1.85534e+13 4.20881e+13 5.45651e+13 3.60552e+13 3.70374e+13 4.08147e+13 4.0015e+13 3.30667e+13 4.5823e+13 4.12958e+13 3.3066e+13 3.16764e+13 4.39513e+13 3.07571e+13 3.027e+13 2.88175e+13 6.01714e+13 3.14872e+13 2.75356e+13 4.19637e+13 2.64683e+13 3.17777e+13 2.64661e+13 2.45608e+13 5.51934e+13 2.81661e+13 3.97462e+13 9.8224e+13
threshold=87.395000000000024 37.897576350000001 12.500000000000002 18.500000000000004 19.500000000000004 37.543519500000009 14.500000000000002 95.045000000000016 60.042359000000012 112.00500000000001 118.04500000000002 2828.5000000000005 55.649510000000014 55.568628050000008 37.563506350000004 37.702956500000006 101.02000000000002 55.922096200000006 55.768246800000007 14.500000000000002 59.933037250000005 59.982409200000006 24.500000000000004 37.475446350000006 89.00500000000001 4.5000000000000009 6.0000000000000009 17.500000000000004 55.728148450000006 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 24 9 -5 6 7 22 20 -4 11 -11 16 -7 -15 -16 -8 18 -17 -20 -9 -22 -6 -24 25 26 -2 -27 -29 -30
right_child=1 -3 3 4 5 13 12 8 -10 10 -12 -13 -14 14 15 17 -18 -19 19 -21 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=12.544320272958741 13169.37702665783 -535.86432715856893 -15954.159043323809 33575.587311078096 23122.279883704337 33081.598069466294 -46645.507776049046 -39601.768352584331 25270.430853949656 62915.947309595234 -7554.1787773143024 -41454.861080348237 1217.1827391221593 -86174.82078419812 17500.662251680733 6600.6055900407364 10208.672327801822 43983.4641413762 -118780.80700390626 -32811.337744140626 -203581.29821428572 -62831.688647180323 -10614.767056286622 -112351.91099888395 625.64049969657185 1627.0355130431553 105129.51180555555 45984.417106169014 84094.09182194891 -3390.5929306377784
leaf_weight=3832905 336 169073 3218 489 219 442 287 302 72 196 713 47 3985 53 1132 642 139 104 50 288 28 87 250 35 53018 4127 81 372 148 966
leaf_count=3832905 336 169073 3218 489 219 442 287 302 72 196 713 47 3985 53 1132 642 139 104 50 288 28 87 250 35 53018 4127 81 372 148 966
internal_value=0 -199.591 591.972 -2862.98 1134.39 -820.48 -5541.62 -22990.1 -43572.4 -11102.9 5227.01 42729 -1613.64 8590.45 3819.59 5971.98 -28094.5 -6067.19 -11378.7 -45528.7 -55458.9 -97101.2 -3020.3 -23108.8 1339.63 7617.25 31032.1 5877.71 17682.9 8232.15
internal_weight=0 240899 71826 12778 8604 8115 5404 993 489 4174 956 243 4411 2711 2269 2216 426 1084 980 338 417 115 504 285 59048 6030 417 5613 1486 1114
internal_count=4073804 240899 71826 12778 8604 8115 5404 993 489 4174 956 243 4411 2711 2269 2216 426 1084 980 338 417 115 504 285 59048 6030 417 5613 1486 1114
is_linear=0
shrinkage=0.1


Tree=2329
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 6 3 6 6 0 6 6 5 4 3 6 0 4 6 4 0 6 6 6 4 6 3 6 4 6
split_gain=9.75408e+11 1.34592e+13 2.42425e+13 4.14392e+13 4.45136e+13 7.12869e+13 3.65401e+13 8.07945e+13 2.87523e+13 2.59086e+13 2.53654e+13 2.76508e+13 2.52957e+13 2.27281e+13 2.97901e+13 2.35319e+13 2.06831e+13 4.12618e+13 1.82542e+13 1.09538e+14 3.98638e+13 4.15912e+13 4.08352e+13 3.33519e+13 3.31495e+13 2.77765e+13 2.64887e+13 4.50427e+13 2.59406e+13 3.26065e+13
threshold=36.555998300000006 36.593086150000012 5.5000000000000009 8.5000000000000018 50.596941950000009 69.015000000000015 2.5000000000000004 128.05000000000004 103.03500000000001 50.596941950000009 98.020000000000024 94.02500000000002 2.5000000000000004 13.500000000000002 8.5000000000000018 118.04500000000002 55.123213100000008 18.500000000000004 110.01500000000001 14.500000000000002 50.556058150000005 114.05000000000001 120.05000000000001 91.02500000000002 15.500000000000002 95.045000000000016 10.500000000000002 102.04000000000001 13.500000000000002 72.020000000000024
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 9 -4 18 16 7 12 10 -2 11 -8 -7 14 15 -10 -6 -18 23 -20 -21 -22 -23 28 -24 -25 -27 -28 -5 -30
right_child=1 -3 3 4 5 6 8 -9 13 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 22 24 25 -26 26 27 -29 29 -31
leaf_value=-136.31659959432136 23968.818697114591 4.5634122113704505 -18479.379369920101 2764.1098509436233 6484.6081925528397 128387.03352481619 39311.949231680766 267155.62470703124 47773.645757378479 3507.5771862584988 125814.6845703125 -66430.033984374997 29906.254384068081 -28590.27191990762 110126.39223345589 -74459.348214285725 -45813.474332764919 53583.43054613797 -52396.540824798845 -93901.092261904763 -19781.102913135594 167271.56552483977 140298.24469866071 78568.25619045351 13015.465779194079 3275.5943482786747 -5989.4251316236414 134727.98881944444 -776.07669954902372 -24176.604658105342
leaf_weight=464999 1041 3592523 991 6397 1400 34 506 20 36 1526 32 26 112 137 34 28 197 53 351 21 59 39 28 82 76 364 46 45 1678 923
leaf_count=464999 1041 3592523 991 6397 1400 34 506 20 36 1526 32 26 112 137 34 28 197 53 351 21 59 39 28 82 76 364 46 45 1678 923
internal_value=0 17.5646 2886.19 1216.83 2750.85 14380.1 35969.9 78661.3 27100.3 11805.3 39345.3 34144.1 52840.1 -2287.58 34482.5 -5703.29 1753.41 -24741.3 -257.411 -17576.8 37229.2 50861.5 80007.8 785.203 47283.9 24994.7 15339.7 63596.1 -659.619 -9080.07
internal_weight=0 3.6088e+06 16282 13715 12724 2615 965 166 799 2567 564 532 146 235 98 64 1650 250 10109 574 223 202 143 9535 104 537 455 91 8998 2601
internal_count=4073804 3608805 16282 13715 12724 2615 965 166 799 2567 564 532 146 235 98 64 1650 250 10109 574 223 202 143 9535 104 537 455 91 8998 2601
is_linear=0
shrinkage=0.1


Tree=2330
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 0 4 3 0 3 7 6 6 7 0 0 6 5 6 3 6 5 4 7 6 4 0 6 6 1
split_gain=1.06512e+12 1.09303e+13 8.69901e+13 7.07474e+13 9.40834e+13 9.38194e+13 6.46245e+13 1.39358e+14 7.06223e+13 9.77331e+13 8.09865e+13 7.53828e+13 8.01716e+13 6.44555e+13 5.77688e+13 6.97799e+13 6.3361e+13 4.6136e+13 1.46248e+14 4.4641e+13 6.88691e+13 5.91343e+13 1.00627e+14 9.03015e+13 8.35633e+13 8.2236e+13 8.29346e+13 7.62291e+13 7.34477e+13 6.32273e+13
threshold=30.330566300000005 30.315889700000003 16.500000000000004 17.500000000000004 6.0000000000000009 59.939085000000013 18.500000000000004 5.5000000000000009 59.905532300000012 11.500000000000002 6.0000000000000009 61.805000000000007 53.995000000000012 6.0000000000000009 59.825842200000004 59.848366150000011 71.715000000000018 1.5000000000000002 62.995000000000012 8.5000000000000018 138.05000000000004 2.5000000000000004 14.500000000000002 6.0000000000000009 65.00500000000001 10.500000000000002 59.939085000000013 73.00500000000001 78.010000000000005 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -9 10 -10 12 -12 -5 16 -16 -8 -15 -19 21 -21 24 -23 29 -3 -26 27 -27 -29 -24
right_child=-2 2 3 6 5 -7 14 8 9 -11 11 -13 -14 17 15 -17 -18 18 -20 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-71.242552882418295 -12.298856344014311 3204.856128974292 9194.4129894773287 1209.2960971174568 -2720.488367269641 -84935.216495500412 12761.616667865956 -55320.823722656249 -59900.162198660713 -42384.582806743842 111442.74284567637 230006.70625000002 -114540.01625000002 188382.29886363636 -51615.403314745563 -6498.2071106406738 121025.01400166497 -94552.358990478519 167967.29863591271 15175.057540987948 -162205.90639204546 8501.2627452050347 -90311.462424879821 99787.297007225308 -4836.971012300658 -66597.80607293098 -66940.792672025244 134718.40440104165 -10878.064919969513 67183.194617187502
leaf_weight=191371 3851009 11241 347 58 214 395 475 175 35 123 73 38 20 66 364 5887 61 32 63 4308 22 4692 52 232 1648 91 520 60 82 50
leaf_count=191371 3851009 11241 347 58 214 395 475 175 35 123 73 38 20 66 364 5887 61 32 63 4308 22 4692 52 232 1648 91 520 60 82 50
internal_value=0 212.586 1941.09 -6751.29 -32365.2 -56045.3 -3473.25 25846.9 -5185.73 25172.9 75230.5 111334 62844.3 91596.5 -6423.85 -9125.41 25082.6 124158 79539.6 5125.8 14273.8 3003.94 12276.5 65310.2 -412.26 -17346.9 -44725.8 4852.8 50641.6 -13108.2
internal_weight=0 222795 31424 8426 956 609 7470 683 464 289 166 131 93 219 6787 6251 536 161 95 22998 4330 18668 5026 334 13642 2401 753 233 142 102
internal_count=4073804 222795 31424 8426 956 609 7470 683 464 289 166 131 93 219 6787 6251 536 161 95 22998 4330 18668 5026 334 13642 2401 753 233 142 102
is_linear=0
shrinkage=0.1


Tree=2331
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 0 4 4 4 4 0 0 6 3 6 4 6 4 0 4 7 0 1 0 6 3 0 5 6 6
split_gain=1.01654e+12 1.32143e+13 4.15456e+13 5.73226e+13 1.32741e+14 2.57033e+14 9.64219e+13 1.79307e+14 7.30996e+13 6.70526e+13 8.31015e+13 7.3995e+13 8.76842e+13 8.6404e+13 7.7679e+13 6.77848e+13 6.44825e+13 5.72996e+13 6.5468e+13 5.42582e+13 5.03465e+13 6.34381e+13 6.74924e+13 6.02739e+13 4.87959e+13 4.96362e+13 4.69043e+13 4.6488e+13 9.10563e+13 5.87412e+13
threshold=37.343102500000008 37.401708450000008 75.000000000000014 55.866549750000011 55.667390500000003 55.685785750000008 8.5000000000000018 7.5000000000000009 9.5000000000000018 20.500000000000004 55.81943720000001 55.702806750000008 102.04000000000001 3.5000000000000004 97.020000000000024 16.500000000000004 94.02500000000002 11.500000000000002 55.696737300000009 3.5000000000000004 6.0000000000000009 55.850146250000009 37.374856000000008 55.850146250000009 114.05000000000001 5.5000000000000009 55.806294650000005 2.5000000000000004 83.010000000000005 92.02500000000002
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 19 4 -4 8 7 -5 -6 10 11 17 14 -14 16 -16 26 -7 -19 -2 21 22 -12 -22 25 -15 -13 29 -29 -11
right_child=1 -3 3 6 5 9 -8 -9 -10 27 20 12 13 24 15 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-120.89668916899927 41537.614509048188 2.1169868438735491 -1732.2895283359503 16798.062611500063 206895.67137706047 171145.84176290763 -10721.586783351027 223302.86729554521 7357.7731317934786 1471.2042543783584 35770.738727045064 -6409.4977482482464 -191435.48052455357 65942.56640625 276494.419375 35452.388420758929 -129606.20172334558 -45403.431474401601 135246.7544594029 -3199.8512428927975 203821.17148437502 -2968.9569040335864 139810.08957966551 56409.076894581078 74670.296227678584 -118475.32766203705 34955.768055855318 59916.261654875998 109.70999248883663 -134777.06757812502
leaf_weight=594077 277 3448569 6904 399 91 46 3615 47 23 2838 512 685 42 20 20 28 34 47 35 12718 29 408 71 637 35 54 457 430 624 32
leaf_count=594077 277 3448569 6904 399 91 46 3615 47 23 2838 512 685 42 20 20 28 34 47 35 12718 29 408 71 637 35 54 457 430 624 32
internal_value=0 20.6401 2070.78 5159.45 8174.16 17676 -5309.25 38559.8 166638 15278.8 26120.3 9093.12 2323.33 -69573.8 11193 135887 6103.46 81815.5 31703.4 -2246.23 41565 27275.3 48441.1 62827.9 -22617.9 -68632.7 10143.9 6548.13 24509 -47.9402
internal_weight=0 3.47973e+06 31158 18163 14102 7198 4061 446 114 7084 3160 1503 1375 151 1224 48 1176 128 82 12995 1657 991 583 666 109 74 1142 3924 1054 2870
internal_count=4073804 3479727 31158 18163 14102 7198 4061 446 114 7084 3160 1503 1375 151 1224 48 1176 128 82 12995 1657 991 583 666 109 74 1142 3924 1054 2870
is_linear=0
shrinkage=0.1


Tree=2332
num_leaves=31
num_cat=0
split_feature=3 4 3 0 4 3 0 6 4 6 1 6 1 3 4 1 6 6 4 6 3 6 6 6 6 3 1 6 6 6
split_gain=1.04197e+12 1.2936e+13 1.76829e+13 1.21256e+13 3.12742e+13 4.97464e+13 6.12026e+13 4.53291e+13 5.50733e+13 1.22874e+14 1.31668e+14 4.32141e+13 1.76376e+13 1.61872e+13 3.62844e+13 3.16976e+13 1.95423e+13 2.42586e+13 2.0105e+13 2.16883e+13 1.52528e+13 3.60853e+13 1.57011e+14 5.34484e+13 2.89903e+13 2.60613e+13 2.53039e+13 5.89198e+13 5.84938e+13 3.30051e+13
threshold=12.500000000000002 7.5000000000000009 19.500000000000004 43.6005307 13.500000000000002 13.500000000000002 43.051287600000009 45.995000000000012 15.500000000000002 60.605000000000011 39.777866350000004 63.855000000000011 39.939672500000007 19.500000000000004 25.500000000000004 39.718675700000013 105.00500000000001 51.405000000000008 23.500000000000004 66.010000000000005 17.500000000000004 104.01000000000001 81.705000000000013 53.995000000000012 114.05000000000001 16.500000000000004 39.749243900000003 46.805000000000007 37.505000000000003 116.05000000000001
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 12 6 -6 -8 11 -10 -11 -9 -3 15 16 -7 17 -15 19 -19 25 22 23 -22 -23 26 27 28 -17 -29
right_child=1 3 -4 -5 5 13 7 8 9 10 -12 -13 -14 14 -16 20 -18 18 -20 -21 21 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-18.013331471206076 69512.573862390345 -76846.098489583339 -39774.667783203127 101.11691222739157 -9902.7060973665612 -109672.45186298079 13573.364174623843 106567.57888604526 210893.96710304054 -143441.96214104732 133563.53854980468 287971.25123697915 -9224.239129050573 9618.467683699324 -77317.417125000007 20358.100765830593 -15850.668913810485 224115.66927083337 37176.276761881512 82037.787819602279 -64468.42019675926 145143.25 -204704.81486111111 65297.586047838886 -5016.7673611111113 47020.441781637855 -12827.726389480564 56281.285745442707 -166433.28010416668 -37044.361518012149
leaf_weight=3615175 57 60 20 456557 134 26 81 29 37 37 32 24 108 37 25 38 31 21 24 22 54 20 45 77 36 141 541 240 30 45
leaf_count=3615175 57 60 20 456557 134 26 81 29 37 37 32 24 108 37 25 38 31 21 24 22 54 20 45 77 36 141 541 240 30 45
internal_value=0 141.991 41126.3 135.109 7914.27 11711 44235.3 74462.4 105481 63865.6 -14975.6 188713 -33374.9 3339.27 33344.2 -373.639 53837.1 74609.4 110500 151425 1869.27 -21305.3 -43551.7 11806.3 48611.8 7063.97 762.105 21589.6 -62049.9 41545.7
internal_weight=0 458629 77 458552 1995 1827 374 240 159 106 69 53 168 1453 160 1293 135 104 67 43 1267 232 176 131 56 1035 894 353 68 285
internal_count=4073804 458629 77 458552 1995 1827 374 240 159 106 69 53 168 1453 160 1293 135 104 67 43 1267 232 176 131 56 1035 894 353 68 285
is_linear=0
shrinkage=0.1


Tree=2333
num_leaves=31
num_cat=0
split_feature=0 5 6 4 1 1 6 6 4 6 6 6 6 3 0 4 7 6 1 4 6 3 3 6 4 3 6 4 4 5
split_gain=1.00377e+12 7.97868e+12 1.09086e+13 8.878e+12 8.58681e+12 8.47955e+12 1.04867e+13 9.13132e+12 1.19353e+13 2.79824e+13 1.15162e+13 1.53971e+13 1.25036e+13 1.69564e+13 1.07792e+13 8.76085e+12 1.09069e+13 1.06193e+13 1.06251e+13 7.95528e+12 7.89779e+12 7.72561e+12 7.60367e+12 8.99258e+12 1.49384e+13 7.4538e+12 7.20565e+12 1.98484e+13 3.74334e+13 2.93712e+13
threshold=43.051287600000009 1.5000000000000002 49.895000000000003 19.500000000000004 44.628646350000004 47.800771000000005 42.005000000000003 68.00500000000001 10.500000000000002 64.015000000000015 79.015000000000015 80.030000000000015 74.015000000000015 6.5000000000000009 42.965693300000005 3.5000000000000004 6.0000000000000009 56.805000000000007 47.256487700000001 4.5000000000000009 60.910000000000004 1.5000000000000002 13.500000000000002 78.010000000000005 13.500000000000002 4.5000000000000009 156.15000000000003 4.5000000000000009 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 -1 4 -3 6 -6 8 15 -10 12 21 13 -9 -11 16 17 -8 -19 20 -17 -12 23 25 -25 -14 -13 -28 -29 -30
right_child=-2 3 -4 -5 5 -7 7 10 9 14 11 26 22 -15 -16 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=533.44812876847993 -4.3486563225425474 -11847.275365844987 -7349.3388410580264 -42884.339826388896 -11432.400100834686 -4325.9779303747109 10289.016683426755 7102.9823330486579 28935.464082367998 -26522.493162621919 -11713.01469848633 1213.882098296207 -16029.629743594218 -11863.199131901485 16239.370893843456 -2863.4537116350448 -37658.378480113635 13672.541508413462 67953.1325472608 4025.5171867949643 -38396.141180710569 21325.220365443529 30985.27791666667 -20107.005477096689 -106716.1416015625 -2192.2902573772681 61993.151198630141 -24015.424128790793 62272.046421755724 -36587.191346153842
leaf_weight=5029 4042776 467 2697 45 530 2025 269 1631 580 161 80 7294 714 663 93 245 33 65 81 6140 84 614 45 117 24 856 73 203 131 39
leaf_count=5029 4042776 467 2697 45 530 2025 269 1631 580 161 80 7294 714 663 93 245 33 65 81 6140 84 614 45 117 24 856 73 203 131 39
internal_value=0 566.606 -2218.28 1489.96 1575.82 1850.88 2453.25 2816.94 5512.9 16813.8 1143.09 3247.78 -3239.87 1621.47 -10865.6 4150.32 17674 22073.9 43787.1 3213.77 -11935.6 17516.8 -9590.62 -10657.8 -34849 -8485.19 1968.37 14307.4 4974.82 39592.6
internal_weight=0 31028 7726 23302 23257 22790 20765 20235 7751 834 12484 8434 4050 2294 254 6917 448 415 146 6469 329 694 1756 1711 141 1570 7740 446 373 170
internal_count=4073804 31028 7726 23302 23257 22790 20765 20235 7751 834 12484 8434 4050 2294 254 6917 448 415 146 6469 329 694 1756 1711 141 1570 7740 446 373 170
is_linear=0
shrinkage=0.1


Tree=2334
num_leaves=31
num_cat=0
split_feature=1 7 4 4 1 6 6 6 4 5 6 0 4 0 0 6 4 3 1 4 4 1 5 1 1 0 1 1 3 1
split_gain=9.8406e+11 1.16123e+13 3.07052e+13 9.49365e+13 1.20168e+14 1.19663e+14 1.49127e+14 1.03094e+14 7.57563e+13 6.72918e+13 2.50541e+14 1.43947e+14 1.51483e+14 8.05047e+13 1.17693e+14 1.50971e+14 8.15217e+13 8.11075e+13 7.63356e+13 6.99261e+13 5.79263e+13 6.38258e+13 5.59522e+13 5.47937e+13 5.39889e+13 5.83809e+13 5.22051e+13 5.08312e+13 9.35966e+13 9.0855e+13
threshold=30.345769800000003 6.0000000000000009 15.500000000000002 17.500000000000004 30.226173900000003 50.795000000000009 86.030000000000015 43.905000000000008 16.500000000000004 2.5000000000000004 72.020000000000024 59.950512650000007 14.500000000000002 59.905532300000012 59.933037250000005 86.030000000000015 7.5000000000000009 6.5000000000000009 30.205407000000005 12.500000000000002 16.500000000000004 30.315889700000003 3.5000000000000004 30.330566300000005 30.315889700000003 60.042359000000012 30.323041000000003 30.323041000000003 16.500000000000004 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 -8 -3 11 -11 19 18 15 16 -15 -18 -12 23 21 -9 26 24 25 -13 -16 29 -29 -5
right_child=-2 2 3 27 5 6 8 20 -10 10 13 12 -14 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=827.69164542475357 -12.289524667353582 -611.62288128918919 1462.0477423209907 -3057.8605752390104 -15702.166312999398 -49308.840471005286 115633.05142629525 17205.239494748977 -3531.2791064725907 21961.098979165523 -140.21236332005964 183661.07109375001 227362.25774147731 293281.13765024039 -4915.147161981472 16408.651404858472 59581.84748301631 226463.92235576926 -30381.977836089634 36765.895827471868 6341.808313903809 153004.58125000002 39946.329063676589 248096.44423076927 -11122.472195512821 50698.322172771521 23166.91138634536 -21133.777888022498 12259.84955926916 7995.9354389570044
leaf_weight=131549 3834081 53338 3367 21131 1801 1961 76 61 179 994 3051 72 66 26 2993 343 115 39 1149 311 160 80 415 26 39 61 850 2798 1199 11473
leaf_count=131549 3834081 53338 3367 21131 1801 1961 76 61 179 994 3051 72 66 26 2993 343 115 39 1149 311 160 80 415 26 39 61 850 2798 1199 11473
internal_value=0 196.556 -570.96 -2594.54 -12698.9 -23741 -39954.3 -6648.44 31984.4 831.752 8129.07 44998.3 84822.7 1687.94 10561.8 55329.8 129496 101844 -8413.5 66340.1 47523.5 94254.5 5063.07 112793 92339.6 122678 1296.08 -472.966 -11116.5 831.852
internal_weight=0 239723 108174 44286 7685 4318 2216 2102 255 63888 10550 1569 575 8981 4781 523 180 154 4200 509 301 141 4258 198 172 133 3843 36601 3997 32604
internal_count=4073804 239723 108174 44286 7685 4318 2216 2102 255 63888 10550 1569 575 8981 4781 523 180 154 4200 509 301 141 4258 198 172 133 3843 36601 3997 32604
is_linear=0
shrinkage=0.1


Tree=2335
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 6 0 1 4 1 6 6 6 4 1 6 5 6 0 5 4 4 4 6 0 4 5 7 6
split_gain=1.01267e+12 2.81054e+13 8.54628e+13 6.62854e+13 4.59215e+13 4.29519e+13 4.2356e+13 3.8099e+13 3.84866e+13 3.41189e+13 3.93063e+13 4.48968e+13 3.45882e+13 2.88726e+13 5.78522e+13 2.87042e+13 8.28853e+13 5.14763e+13 4.43527e+13 3.93058e+13 3.19795e+13 2.80485e+13 1.05567e+14 3.92937e+13 3.15007e+13 5.53668e+13 8.97732e+13 6.39906e+13 3.32939e+13 3.13623e+13
threshold=39.652459050000012 39.231261550000006 55.685785750000008 156.15000000000003 47.22829500000001 49.010000000000012 74.015000000000015 44.249882500000005 38.893394150000006 19.500000000000004 39.625203600000013 91.02500000000002 122.65000000000002 80.720000000000013 4.5000000000000009 39.178027400000005 78.010000000000005 2.5000000000000004 40.905000000000008 51.567244500000008 4.5000000000000009 23.500000000000004 17.500000000000004 8.5000000000000018 104.01000000000001 51.707269950000004 10.500000000000002 3.5000000000000004 6.0000000000000009 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 7 3 4 9 -4 -6 8 -1 12 11 -11 -3 -10 -15 -9 18 -18 -17 -19 21 22 23 -21 28 26 29 -28 -25 -26
right_child=-2 2 5 -5 6 -7 -8 15 13 10 -12 -13 -14 14 -16 16 17 19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=27198.226649050106 42.421759488881094 3057.4676042897736 -8068.4889498113207 -116230.46920312502 -2553.6380100188567 -28842.925126920054 -14709.111970969585 1.5741543636436202 -10634.751485528754 1807.255536675606 -16470.885956059992 -135422.35234375001 76667.127919387814 25567.097284613716 -83601.268686343203 -6462.3558874759883 55632.503926819336 -51996.17658603163 5442.4554513583616 43243.419230053805 133067.93984375001 -17991.821806485048 79671.832142103056 9663.9568719099116 102307.63540736608 -73413.75322027439 44441.508819232724 -134066.84283854169 -32332.221590755584 263971.5703125
leaf_weight=255 2363061 24753 2669 50 24994 1587 3238 1627994 3127 3593 2037 24 64 72 149 4753 381 83 9162 273 24 204 259 414 28 41 123 24 347 21
leaf_count=255 2363061 24753 2669 50 24994 1587 3238 1627994 3127 3593 2037 24 64 72 149 4753 381 83 9162 273 24 204 259 414 28 41 123 24 347 21
internal_value=0 -58.5975 -2131.34 -1140.11 -1042.08 -15815 -3947.78 20.6637 -10251.2 1650.1 -5360.43 896.691 3247.3 -13103.5 -48035.1 43.1738 4239.98 22174.8 1376.08 15250.6 18425.5 16838.8 21482.9 9625.34 429.21 32264.8 54371 15297.3 -9485.42 171592
internal_weight=0 1.71074e+06 63009 58753 58703 4256 28232 1.64773e+06 3603 30471 5654 3617 24817 3348 221 1.64413e+06 16137 2222 13915 1841 1758 1734 1530 1271 998 237 196 147 761 49
internal_count=4073804 1710743 63009 58753 58703 4256 28232 1647734 3603 30471 5654 3617 24817 3348 221 1644131 16137 2222 13915 1841 1758 1734 1530 1271 998 237 196 147 761 49
is_linear=0
shrinkage=0.1


Tree=2336
num_leaves=31
num_cat=0
split_feature=6 0 0 5 4 1 6 4 6 5 6 4 4 6 4 1 6 6 1 5 6 0 3 1 0 3 5 4 1 0
split_gain=1.03548e+12 6.10183e+12 1.75899e+13 3.80581e+13 3.04097e+13 4.67589e+13 7.01369e+13 6.85026e+13 4.91115e+13 2.68302e+13 5.67446e+13 9.19656e+13 1.31094e+14 5.32059e+13 4.22445e+13 9.13008e+13 1.78567e+14 9.94955e+13 5.22356e+13 1.12588e+14 5.0408e+13 4.76252e+13 4.71898e+13 4.31952e+13 6.15129e+13 4.3084e+13 3.91294e+13 3.91128e+13 3.64538e+13 5.23968e+13
threshold=87.395000000000024 45.047736150000013 45.022979600000006 5.5000000000000009 12.500000000000002 40.965343750000009 95.045000000000016 17.500000000000004 94.02500000000002 3.5000000000000004 112.00500000000001 19.500000000000004 14.500000000000002 114.05000000000001 18.500000000000004 38.965413050000002 104.01000000000001 106.49500000000002 38.989878900000008 2.5000000000000004 100.05000000000001 45.040161900000008 14.500000000000002 38.927872750000006 45.036141150000006 10.500000000000002 2.5000000000000004 21.500000000000004 38.965413050000002 45.036141150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 10 14 12 -12 -13 28 16 20 25 19 -17 23 -19 -22 24 26 -18 -16 -11 29 -6
right_child=1 -3 3 -5 5 6 7 -9 -10 27 11 13 -14 -15 15 18 17 21 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=12.639346810714073 -227.42690171694426 -400.98536610230303 -3190.4774905835466 -126131.56803977274 -38425.445020047948 33059.797907366075 115578.1690082659 -39087.686013454862 -172112.20745117188 54013.010030040285 111946.51728515625 -123165.8078125 -47195.564867771442 26251.834122051165 -148481.25630944295 117095.21198120118 294323.18503787881 106351.1076957371 -4607.4281262294853 -83048.680299225525 -94043.271170479915 -60957.857819733792 76874.085703125005 42599.266142960179 22480.62430419922 138138.5865131579 4998.8648137019236 -1182.8032492897728 36718.742991656058 23573.165792253803
leaf_weight=3832905 25012 208078 2622 22 189 28 140 36 20 289 56 25 684 510 46 32 33 46 556 231 84 27 20 262 128 38 26 231 939 489
leaf_count=3832905 25012 208078 2622 22 189 28 140 36 20 289 56 25 684 510 46 32 33 46 556 231 84 27 20 262 128 38 26 231 939 489
internal_value=0 -201.103 1066.11 5209.27 5580.34 10032.8 54719.7 83942 -52428.5 8006.95 5479.71 -12316.4 -35152.4 19269.7 12692.1 775.343 27020.3 126446 -21976.7 -58696.6 1724.75 44469.7 -61174.5 15883.9 -19113.2 210731 -93057.9 29493.3 23960.3 6290.37
internal_weight=0 240899 32821 7809 7787 5165 224 176 48 4941 4421 1275 740 535 3146 1529 710 144 819 263 566 73 104 462 200 71 72 520 1617 678
internal_count=4073804 240899 32821 7809 7787 5165 224 176 48 4941 4421 1275 740 535 3146 1529 710 144 819 263 566 73 104 462 200 71 72 520 1617 678
is_linear=0
shrinkage=0.1


Tree=2337
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 6 4 0 0 4 4 1 0 0 0 0 6 6 1 7 4 4 6 3 5 1 4 4 0 6
split_gain=1.00775e+12 2.65801e+13 8.06306e+13 2.85639e+13 3.40248e+13 2.74739e+13 2.28049e+13 1.83024e+13 2.72169e+13 2.4517e+13 1.81645e+13 1.76491e+13 3.54723e+13 6.23041e+13 9.7388e+13 6.72457e+13 7.75123e+13 6.46619e+13 5.09393e+13 4.56629e+13 4.53444e+13 4.23968e+13 3.94679e+13 8.85625e+13 4.21358e+13 3.93657e+13 5.12925e+13 8.47009e+13 3.80911e+13 3.53443e+13
threshold=39.038055050000004 39.033214400000013 45.022979600000006 21.500000000000004 9.5000000000000018 87.395000000000024 23.500000000000004 45.036141150000006 45.053967500000006 17.500000000000004 21.500000000000004 39.079932600000006 45.085557650000005 45.07004340000001 45.029425500000009 45.00849250000001 81.02500000000002 81.705000000000013 39.069277450000008 6.0000000000000009 14.500000000000002 10.500000000000002 130.05000000000004 14.500000000000002 3.5000000000000004 39.069277450000008 16.500000000000004 17.500000000000004 45.053967500000006 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 -1 3 4 -3 6 7 9 -9 -4 -11 12 13 14 15 18 25 19 -2 28 -18 -20 -22 -24 -25 26 -17 29 -16 -28
right_child=11 2 5 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 17 16 20 -19 21 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-20.491994988346171 -9285.0104614373995 5125.6527167161721 -13232.110251498931 -29404.316419383082 30675.685839036887 -36110.164784684348 -19640.627411471982 13740.89939813568 -5069.1128667786197 -119561.41915064103 -12860.107986111112 -0.86528909088661521 -3739.2679011145419 8872.1813811576685 -27122.244015922206 3178.162552757758 3527.8447410005815 -50416.032991190164 12852.436227206395 6408.7515129557951 51317.667357058293 -601.30069446447078 -182761.52374979656 -13883.633992513023 150731.76449558424 -2133.2983770260121 40837.310077539063 14090.606799254241 -7080.3579376494181 101142.26812978301
leaf_weight=1511021 4728 1173 1146 145 938 313 1151 828 10839 39 27 2490438 9580 12820 1332 3007 383 376 3188 1677 838 8830 24 48 23 3301 250 1890 3292 159
leaf_count=1511021 4728 1173 1146 145 938 313 1151 828 10839 39 27 2490438 9580 12820 1332 3007 383 376 3188 1677 838 8830 24 48 23 3301 250 1890 3292 159
internal_value=0 -64.2116 -4044.04 13529.5 16478.5 -6808.17 -6154.46 -4949.2 -3734.18 -16645.3 -75910.9 38.5247 1798.26 2947.36 669.545 3373.62 9896.85 -10130.9 -491.786 -7727.01 32499.6 2967.56 44392.7 -16693.3 39442.5 6440.91 11775.1 23019.7 -12853.7 64281
internal_weight=0 1.52762e+06 16599 2256 2111 14343 14030 12879 11667 1212 66 2.54618e+06 55746 46166 33346 26669 9923 6677 16746 6301 1316 12018 933 95 71 8607 5306 2299 4624 409
internal_count=4073804 1527620 16599 2256 2111 14343 14030 12879 11667 1212 66 2546184 55746 46166 33346 26669 9923 6677 16746 6301 1316 12018 933 95 71 8607 5306 2299 4624 409
is_linear=0
shrinkage=0.1


Tree=2338
num_leaves=31
num_cat=0
split_feature=3 6 6 2 1 1 1 5 1 6 0 0 1 6 2 1 4 1 0 1 6 1 6 4 4 4 4 6 1 6
split_gain=1.04189e+12 6.0601e+12 1.76637e+13 1.83423e+13 3.17497e+13 3.68568e+13 1.82827e+13 1.36507e+13 4.12927e+13 3.50046e+13 3.42728e+13 9.64286e+13 2.12397e+13 1.67111e+13 1.80801e+13 1.58566e+13 1.59228e+13 2.49388e+13 1.5802e+13 2.74939e+13 2.6916e+13 1.82379e+13 1.53613e+13 1.53601e+13 2.7407e+13 1.40174e+13 6.8343e+13 3.75167e+13 3.99863e+13 2.53847e+13
threshold=17.500000000000004 53.705000000000005 54.990000000000002 2506.0000000000005 37.631035900000008 37.682335600000009 37.475446350000006 1.5000000000000002 30.472130500000002 66.990000000000023 55.801384500000005 55.81943720000001 30.410676000000006 55.015000000000008 3930.5000000000005 37.318079750000003 20.500000000000004 38.948208550000011 55.866549750000011 37.649344350000007 59.245000000000012 44.064675150000006 56.505000000000003 26.500000000000004 34.500000000000007 29.500000000000004 31.500000000000004 66.010000000000005 60.620042600000012 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 4 6 -6 -3 8 9 12 15 -12 -4 14 -9 -10 17 -17 -13 20 -20 -21 -19 -18 -25 -15 27 -27 29 -29
right_child=1 2 7 -5 5 -7 -8 13 10 -11 11 18 -14 25 -16 16 23 22 19 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=9.7686881629828513 351.94844124831008 -18628.41791183472 -32975.48201216774 -1776.9542924750408 104456.74625756049 -7678.7296451838047 -54105.967568579654 20439.240036409417 94517.351406250003 26252.920313550068 176205.89301861703 -23697.641796875003 -117359.01454264324 -1538.2612238155684 -22771.34349300987 60358.463324652781 16956.110021953613 1954.1614490327383 35364.635279224538 -43281.672031250004 186315.10821242561 32455.503388356854 -73764.406381967914 -67734.940438701931 16356.47773513794 103.81844097350289 -1536.4047936561485 73962.659861820575 135405.95439967106 23908.61439932364
leaf_weight=3927269 76685 320 174 1563 31 538 266 643 20 93 47 60 36 57422 114 27 641 42 27 40 21 155 74 65 96 466 5958 117 38 756
leaf_count=3927269 76685 320 174 1563 31 538 266 643 20 93 47 60 36 57422 114 27 641 42 27 40 21 155 74 65 96 466 5958 117 38 756
internal_value=0 -261.809 -935.625 -8838.73 -18395 -1569.42 -34732.6 -615.649 8458.18 -24822.2 16126.6 42933.2 -47441.2 -839.746 13932 6403.99 4539.16 -26201.5 22260.5 33608.2 101405 16919.7 -46349.1 10020.3 -17593.5 -1012.42 3104.08 23182.5 34987.9 30616.9
internal_weight=0 146535 69850 2718 1155 569 586 67132 1618 303 1315 350 210 65514 757 965 945 143 303 243 48 195 116 802 161 64757 7335 1377 911 873
internal_count=4073804 146535 69850 2718 1155 569 586 67132 1618 303 1315 350 210 65514 757 965 945 143 303 243 48 195 116 802 161 64757 7335 1377 911 873
is_linear=0
shrinkage=0.1


Tree=2339
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 6 4 3 4 1 1 1 1 5 4 4 1 5 4 4 1 1 1 6 3 7 3 4 6 6
split_gain=9.78846e+11 6.16843e+12 1.82493e+13 7.04899e+13 3.23333e+13 9.718e+13 1.28524e+14 5.92597e+13 5.23269e+13 3.82534e+13 3.40421e+13 2.89807e+13 2.8842e+13 3.84399e+13 5.27945e+13 2.86482e+13 6.29122e+13 3.84633e+13 7.36115e+13 3.51676e+13 3.39659e+13 2.54032e+13 3.06348e+13 4.41767e+13 3.59325e+13 2.85539e+13 2.27412e+13 4.69593e+13 2.63044e+13 3.97469e+13
threshold=41.505000000000003 46.010000000000012 43.550475500000012 43.687280500000007 44.820000000000007 44.010000000000012 15.500000000000002 2.5000000000000004 11.500000000000002 39.843340650000009 39.749243900000003 43.047633000000012 39.939672500000007 2.5000000000000004 11.500000000000002 15.500000000000002 39.735861600000007 1.5000000000000002 12.500000000000002 19.500000000000004 39.735861600000007 39.873894000000007 39.908802000000009 45.305000000000007 7.5000000000000009 6.0000000000000009 4.5000000000000009 6.5000000000000009 44.820000000000007 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 12 4 5 8 7 -7 9 -4 -9 -11 13 14 21 16 17 -10 -19 20 -17 -2 23 25 26 -23 28 -28 29 -24
right_child=1 -3 3 -5 -6 6 -8 10 15 11 -12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=71.399776302460779 -70913.681102594346 39.111083088051565 -29639.836144430599 -316.83461292461334 -27881.946246778301 15374.888060461957 -114467.24127604168 268357.86084558826 23982.933103057487 95590.651305042615 106422.94635416668 -10886.919214267418 7839.5706981424873 118290.60701349431 -73300.264250469932 -96495.816583952357 -33038.178210746955 34055.497801695477 217402.22826314787 54000.709747869325 40003.300360576926 -1749.98451944987 -48453.505713704428 144155.26062769396 94144.291059027775 98946.996756628796 -170300.49216145836 -21980.084464738175 -53027.00765086207 55094.074863079906
leaf_weight=1305005 53 2237135 1026 522673 1275 23 24 34 81 44 21 61 5264 22 133 61 82 47 41 44 26 192 60 29 27 33 30 74 87 97
leaf_count=1305005 53 2237135 1026 522673 1275 23 24 34 81 44 21 61 5264 22 133 61 82 47 41 44 26 192 60 29 27 33 30 74 87 97
internal_value=0 -33.6525 -339.827 -402.951 -15977.6 -6579.36 87896.6 150162 -12948.5 -23756.5 206528 33732.3 5097.89 -12144.9 -15665.9 19050.9 38835 73708.4 119478 -18855.9 -55703 -4426.32 1175.96 27991.2 -16986.9 13018.9 -25609.1 -64764.8 -8919.81 15521.8
internal_weight=0 2.7688e+06 531664 525563 2890 1615 102 78 1513 1131 55 105 6101 837 815 382 251 169 88 131 87 682 629 254 375 225 348 104 244 157
internal_count=4073804 2768799 531664 525563 2890 1615 102 78 1513 1131 55 105 6101 837 815 382 251 169 88 131 87 682 629 254 375 225 348 104 244 157
is_linear=0
shrinkage=0.1


Tree=2340
num_leaves=31
num_cat=0
split_feature=4 0 1 1 6 1 6 7 1 6 6 0 4 4 1 1 6 3 6 3 0 6 0 6 1 3 6 6 6 6
split_gain=9.55647e+11 1.1329e+13 9.91218e+12 1.5828e+13 1.44149e+13 1.37909e+13 1.51533e+13 1.08489e+13 3.85137e+13 1.83743e+13 2.44887e+13 1.79795e+13 1.98295e+13 1.75199e+13 1.67766e+13 3.32682e+13 3.00805e+13 2.09707e+13 2.28101e+13 2.17633e+13 1.46694e+13 1.38529e+13 1.36751e+13 1.73247e+13 1.23342e+13 1.22899e+13 1.86358e+13 1.22306e+13 1.1405e+13 1.13395e+13
threshold=22.500000000000004 60.042359000000012 30.438492500000006 30.452677500000004 36.905000000000008 30.370944000000005 73.995000000000019 6.0000000000000009 30.362494150000003 37.705000000000005 37.310000000000009 60.064438250000002 25.500000000000004 27.500000000000004 30.315889700000003 30.277905650000005 61.025000000000006 9.5000000000000018 91.02500000000002 15.500000000000002 60.05226170000001 70.50500000000001 60.05226170000001 70.50500000000001 30.362494150000003 22.500000000000004 82.905000000000015 36.905000000000008 80.720000000000013 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 5 4 -4 7 -7 8 14 10 -9 12 -11 29 15 -3 20 -18 -19 -20 -17 -13 23 -16 -14 -15 -27 -24 -26 -10
right_child=1 2 3 -5 -6 6 -8 9 13 11 -12 21 24 25 22 16 17 18 19 -21 -22 -23 27 -25 28 26 -28 -29 -30 -31
leaf_value=-14.695111944061447 33.612084277430348 -6177.2653874051748 5246.3857619919145 -1070.3128780098311 46696.700019317781 -9683.2128503305994 -92547.148921535336 1544.889460011605 -6132.2282070665478 12751.497374327671 -26443.055617112383 1230.4775425482551 -38039.922364430146 -14961.245153482203 86679.0654296875 -61535.004008152173 12268.887925347222 133589.09516281378 101938.22673828126 -38015.208515625003 21312.724621177826 -27172.406335162668 9603.330918121339 -858.62433143028852 15388.550673564881 112305.90093005952 -14350.184194711539 -5033.1350028236266 -5290.2371644904815 -48234.951414003001
leaf_weight=3730401 327631 414 143 329 203 545 23 2215 83 4591 364 886 85 187 40 23 45 61 25 20 302 213 728 52 393 21 26 2646 830 279
leaf_count=3730401 327631 414 143 329 203 545 23 2215 83 4591 364 886 85 187 40 23 45 61 25 20 302 213 728 52 393 21 26 2646 830 279
internal_value=0 159.634 2777.47 14633.4 29565.5 2247.39 -13038.6 2844.98 -955.162 4809.93 -2405.33 7468.99 9656.81 -24796.9 2306.93 14553.9 32584.7 69464.8 93746.1 39736.7 15449.7 -4274.36 -837.835 37201.2 -1205.34 -3471.94 42240.8 -1875.06 1354.7 -38581.6
internal_weight=0 343403 15772 675 346 15097 568 14529 4952 9577 2579 6998 5899 596 4356 890 476 151 106 45 325 1099 3466 92 1308 234 47 3374 1223 362
internal_count=4073804 343403 15772 675 346 15097 568 14529 4952 9577 2579 6998 5899 596 4356 890 476 151 106 45 325 1099 3466 92 1308 234 47 3374 1223 362
is_linear=0
shrinkage=0.1


Tree=2341
num_leaves=31
num_cat=0
split_feature=1 7 1 0 6 4 0 0 4 4 0 1 4 0 4 6 3 6 6 1 3 4 3 6 0 3 0 1 3 6
split_gain=9.63631e+11 1.20324e+13 2.44371e+13 1.05999e+14 5.98507e+13 6.53409e+13 5.19906e+13 5.13674e+13 1.75327e+14 1.18519e+14 9.55047e+13 9.71959e+13 5.37854e+13 4.83842e+13 3.99331e+13 3.59793e+13 3.87296e+13 3.86614e+13 3.55834e+13 3.41083e+13 3.01166e+13 2.90054e+13 5.40568e+13 2.76806e+13 2.37505e+13 4.28069e+13 2.82601e+13 2.32518e+13 6.35478e+13 6.75014e+13
threshold=37.343102500000008 6.0000000000000009 37.290808600000013 55.82518790000001 65.805000000000021 17.500000000000004 55.858844800000007 55.554045200000012 14.500000000000002 12.500000000000002 55.462387050000011 37.318079750000003 29.500000000000004 55.60524465000001 8.5000000000000018 86.030000000000015 14.500000000000002 66.990000000000023 49.485000000000007 37.318079750000003 7.5000000000000009 16.500000000000004 8.5000000000000018 86.030000000000015 55.633951400000008 21.500000000000004 55.685785750000008 37.318079750000003 7.5000000000000009 57.715000000000011
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 -1 -3 7 14 6 -6 10 9 13 -4 12 18 -9 -5 16 17 27 -12 -16 -17 22 -20 -15 25 -18 -26 -10 -29 -30
right_child=-2 2 3 4 5 -7 -8 8 15 -11 11 -13 -14 23 19 20 24 -19 21 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=218.54389068565257 20.095737741314608 -438.463260480776 -3341.8326412952347 -24994.568503931951 -15910.435181107954 198223.57220220799 133924.48832031252 -50009.655258903957 -190.78838386806962 -96953.389432685333 45184.51870754546 -60722.397666529607 -86337.668580163052 13257.370584372706 -33283.395127425661 -48941.086683593749 4011.3325744340032 -34532.87667905337 102206.81382211539 47241.617795881553 34102.695980596131 55348.562757987405 282959.88485863101 -52351.80823170732 -107685.08525390626 62054.995700490399 -6351.7817043119639 -57644.951596510786 -19756.699820782698 43044.692993501587
leaf_weight=381249 3479727 199080 4239 152 55 41 40 425 1406 344 226 76 23 298 62 50 1479 770 78 347 345 67 21 82 28 139 1610 318 810 217
leaf_count=381249 3479727 199080 4239 152 55 41 40 425 1406 344 226 76 23 298 62 50 1479 770 78 347 345 67 21 82 28 139 1610 318 810 217
internal_value=0 -117.708 -720.052 -4797.65 33198.2 92713.8 47178 -6826.85 -11556.9 -47822.6 1494.22 43245.8 62285.7 -26827.6 18770.2 -5746.88 -7456.84 -14726.5 71006 35034.9 23590.8 106160 140548 -900.4 404.439 8997.78 -8083.97 -9182.69 -18582.4 -6487.08
internal_weight=0 594077 212828 13748 697 136 95 13051 8321 1149 4730 491 415 805 561 7172 6777 3521 392 409 395 166 99 380 3256 1618 1638 2751 1345 1027
internal_count=4073804 594077 212828 13748 697 136 95 13051 8321 1149 4730 491 415 805 561 7172 6777 3521 392 409 395 166 99 380 3256 1618 1638 2751 1345 1027
is_linear=0
shrinkage=0.1


Tree=2342
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 6 6 4 4 1 1 4 4 3 6 6 1 1 6 4 4 1 0 6 6 4 1 5 3 0
split_gain=1.0398e+12 8.2213e+12 2.47196e+13 2.0249e+13 4.44645e+13 3.32406e+13 2.96284e+13 1.898e+13 1.71696e+13 1.78585e+13 1.50517e+13 1.70959e+13 1.7131e+13 1.75175e+13 1.65608e+13 1.50691e+13 1.3702e+13 1.18157e+13 1.07528e+13 1.2622e+13 9.92599e+12 1.15187e+13 9.63082e+12 1.02617e+13 9.28655e+12 1.99059e+13 8.8991e+12 8.75531e+12 1.71284e+13 2.15528e+13
threshold=451.00000000000006 56.385857200000011 38.247071200000008 56.685611200000004 37.401708450000008 52.330000000000005 63.415000000000006 11.500000000000002 8.5000000000000018 37.46219940000001 37.234509300000006 6.5000000000000009 13.500000000000002 7.5000000000000009 88.00500000000001 31.705000000000002 37.401708450000008 37.804148700000006 77.565000000000012 2.5000000000000004 5.5000000000000009 37.780517050000007 56.760749800000006 55.405000000000008 52.610000000000007 4.5000000000000009 37.543519500000009 3.5000000000000004 12.500000000000002 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 17 7 8 9 -3 11 18 15 -14 -15 -13 -8 -6 19 -5 21 -7 23 -17 -4 -26 -18 -1 -29 -30
right_child=-2 2 24 4 5 20 16 -9 -10 -11 -12 12 13 14 -16 22 26 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=94.612935394842239 -22.560856412022776 -19354.822950623369 15904.999198143636 51656.524747522868 -13851.554064996642 -40111.650849710051 -86323.575081380215 76612.043836805547 -29896.497612687657 750.73816392336221 93117.047805059527 -39725.137911184211 -37947.408488030393 1189.8896235795455 100113.78090698243 17070.662042410717 28160.938515624999 56225.763679108793 -52052.956443189541 -5982.0714082931463 -125426.30872395833 -120257.07130681819 -14626.659928946661 40219.162233508716 6254.8453818044363 123702.02094907407 -33788.528349456785 4241.6284599987748 3750.4428563403062 -18789.930514823718
leaf_weight=659448 3396489 604 218 41 221 97 48 27 306 1645 21 38 109 110 20 420 25 27 46 518 24 22 58 352 31 27 320 10782 930 780
leaf_count=659448 3396489 604 218 41 221 97 48 27 306 1645 21 38 109 110 20 420 25 27 46 518 24 22 58 352 31 27 320 10782 930 780
internal_value=0 113.135 -3782.25 -5360.02 2098.04 -28362.7 -10684.7 -6791.31 -7672.67 -4648.89 8970.6 7938.43 15325.9 -8381.19 16408.9 21853.6 -36264.2 -6222.17 -5578.89 -1754.55 -66760.3 -54928.5 24672.9 27625.4 25366.5 60928.5 -29299.4 144.295 2766.97 -6531.13
internal_weight=0 677315 5375 5099 2124 391 2975 2582 2555 2249 1733 1712 1107 239 130 868 393 248 605 559 143 119 830 772 276 58 345 671940 12492 1710
internal_count=4073804 677315 5375 5099 2124 391 2975 2582 2555 2249 1733 1712 1107 239 130 868 393 248 605 559 143 119 830 772 276 58 345 671940 12492 1710
is_linear=0
shrinkage=0.1


Tree=2343
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 4 4 1 1 6 6 6 3 4 6 3 3 6 0 6 1 6 4 3 6 3 6 3 6 1
split_gain=9.67307e+11 6.09647e+12 1.89799e+13 3.28665e+13 6.53956e+13 5.93867e+13 2.99612e+13 9.71323e+13 6.92702e+13 5.17291e+13 1.03011e+14 7.72244e+13 7.46716e+13 1.044e+14 5.87356e+13 7.17568e+13 5.17382e+13 5.14623e+13 4.17138e+13 5.67468e+13 4.09306e+13 4.76513e+13 3.46154e+13 3.27441e+13 3.04843e+13 4.17413e+13 2.85682e+13 2.82737e+13 4.42339e+13 4.36731e+13
threshold=87.395000000000024 44.739668300000005 45.022979600000006 23.500000000000004 39.079932600000006 21.500000000000004 15.500000000000002 39.033214400000013 38.965413050000002 99.050000000000011 110.01500000000001 156.15000000000003 9.5000000000000018 16.500000000000004 96.050000000000011 9.5000000000000018 8.5000000000000018 104.01000000000001 45.001720900000002 88.825000000000003 39.178027400000005 95.045000000000016 18.500000000000004 12.500000000000002 138.05000000000004 4.5000000000000009 134.05000000000004 21.500000000000004 95.045000000000016 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 9 14 12 -12 -11 -14 -8 -16 -13 -15 -9 -20 21 23 -10 -21 -23 -26 -7 28 -5 -30
right_child=1 2 -4 4 -6 26 7 18 22 10 11 16 13 17 15 -17 -18 -19 19 20 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=12.216180229170666 1542.3402691850793 396.95516075614239 -181.42509747124637 -5060.5449921875006 -71542.869395282454 -41542.146402305581 -28852.3798443134 -20046.417708108838 -53736.071334619264 3548.9471913655602 -51960.863690476195 204660.96718750001 332000.7890625 196076.08721590909 -11317.3909375 -263264.0738581731 7674.5288476562509 8758.3860262784092 180356.37044836956 48750.647112966952 -45158.801861423402 -1542.7958333333336 -139701.99785156251 157148.34008193598 -40027.246074218754 137662.17444911861 -164889.76859375002 -25502.849040527348 183350.34887695312 56293.408219866076
leaf_weight=3832905 18648 3513 215887 100 65 307 208 290 403 96 273 20 20 22 20 26 40 44 23 87 82 285 53 41 20 39 20 60 32 175
leaf_count=3832905 18648 3513 215887 100 65 307 208 290 403 96 273 20 20 22 20 26 40 44 23 87 82 285 53 41 20 39 20 60 32 175
internal_value=0 -194.37 -340.089 -5722.46 20907.5 -7661.79 -5245.05 -14719.4 -32847.1 -14535.6 3678.92 -29384.7 64174.5 131850 -51466.6 -153722 73336.7 71197.6 10893.5 26443.9 20054.1 31383.4 -63727.7 83471.8 12001.7 77428.5 -49086.3 37281.6 49552.1 75935.1
internal_weight=0 240899 222251 6364 432 5932 5605 2092 1225 769 515 333 182 86 254 46 60 66 867 577 554 472 456 128 344 59 327 367 307 207
internal_count=4073804 240899 222251 6364 432 5932 5605 2092 1225 769 515 333 182 86 254 46 60 66 867 577 554 472 456 128 344 59 327 367 307 207
is_linear=0
shrinkage=0.1


Tree=2344
num_leaves=31
num_cat=0
split_feature=1 4 3 7 0 3 6 4 6 3 0 3 6 6 6 6 3 5 6 6 4 6 5 4 3 6 5 4 0 6
split_gain=9.68736e+11 3.76538e+12 7.56867e+12 7.57462e+12 1.04407e+13 2.40551e+13 2.8866e+13 1.56097e+13 2.84799e+13 1.96749e+13 1.87462e+13 1.22231e+13 2.01081e+13 3.82011e+13 1.67748e+13 1.13031e+13 1.12773e+13 1.40542e+13 1.10799e+13 1.84936e+13 2.16562e+13 1.00817e+13 9.33582e+12 8.66382e+12 1.21523e+13 7.96928e+12 7.82652e+12 7.31715e+12 3.7725e+13 1.79498e+13
threshold=20.507515800000004 9.5000000000000018 10.500000000000002 6.0000000000000009 54.724612400000005 3.5000000000000004 79.710000000000022 12.500000000000002 74.615000000000009 5.5000000000000009 54.73499850000001 6.5000000000000009 65.805000000000021 73.41500000000002 61.025000000000006 72.50500000000001 9.5000000000000018 3.5000000000000004 90.045000000000016 87.395000000000024 14.500000000000002 49.485000000000007 2.5000000000000004 11.500000000000002 7.5000000000000009 33.585000000000008 2.5000000000000004 15.500000000000002 54.73499850000001 90.045000000000016
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 -1 3 4 5 6 25 11 10 -10 -9 12 21 -14 -13 -16 18 26 19 20 -7 -6 -17 24 -20 -3 -18 -5 29 -29
right_child=-2 2 -4 27 7 16 -8 8 9 -11 -12 14 13 -15 15 22 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-437.94284299580033 -3.4471608785447732 56584.525625000002 -3759.3476880241842 7970.9234008124031 8264.5620596590907 -17425.307297700027 103878.30698242188 -81596.447243303584 -25836.348276452853 64995.916730182937 -12934.661572265626 14432.241589042469 151139.04467075894 6261.0434945913466 -110229.38138586956 25351.950967261906 21846.842520833336 73200.315012668929 -40623.706476004467 87088.872418478262 66960.457840401781 -71833.230450994321 -61582.326666666675 -55291.598080251191 22190.026761363639 -3012.8685064080055 -32069.706436011907 -4284.5046009740436 96729.92397836539 88845.096130952385
leaf_weight=12027 4053548 30 1632 3717 55 232 48 105 57 41 64 78 28 52 23 21 75 37 70 23 35 22 30 79 55 89 42 1429 39 21
leaf_count=12027 4053548 30 1632 3717 55 232 48 105 57 41 64 78 28 52 23 21 75 37 70 23 35 22 30 79 55 89 42 1429 39 21
internal_value=0 689.832 2338.12 3846.54 -2708.8 4574.59 38416.5 -13014.3 -30723.9 12164.9 -55594.4 2288.18 21857.9 56968.3 -17925.3 -52031.8 -4147 19480.5 -11512.7 1048.24 -6363.5 -14620.5 -25785.9 -29368.8 -12985.7 12011.7 2492.18 5598.08 -325.281 -2935.73
internal_weight=0 20256 8229 6597 1391 815 167 576 267 98 169 309 157 80 152 74 648 154 494 290 267 77 51 204 125 119 117 5206 1489 1450
internal_count=4073804 20256 8229 6597 1391 815 167 576 267 98 169 309 157 80 152 74 648 154 494 290 267 77 51 204 125 119 117 5206 1489 1450
is_linear=0
shrinkage=0.1


Tree=2345
num_leaves=31
num_cat=0
split_feature=3 0 1 6 0 6 6 1 1 6 6 3 6 0 4 6 6 6 4 1 6 3 1 4 1 6 6 6 1 6
split_gain=9.60034e+11 5.94079e+12 1.30162e+13 3.73817e+13 8.44253e+12 3.63389e+13 7.59726e+12 7.34886e+12 1.76616e+13 8.25529e+12 7.11887e+12 6.97525e+12 6.41962e+12 1.02007e+13 1.6906e+13 1.46781e+13 1.46877e+13 4.21571e+13 3.81286e+13 2.30757e+13 2.28957e+13 4.55058e+13 1.97447e+13 1.18081e+13 3.63561e+13 2.10608e+13 1.92803e+13 2.8199e+13 1.73376e+13 3.89968e+13
threshold=17.500000000000004 47.222459950000008 37.318079750000003 70.50500000000001 47.22829500000001 114.05000000000001 70.50500000000001 37.729575300000008 37.740454950000007 48.945000000000007 82.905000000000015 18.500000000000004 43.205000000000005 45.00849250000001 26.500000000000004 168.45000000000002 112.00500000000001 103.03500000000001 24.500000000000004 39.735861600000007 96.050000000000011 19.500000000000004 39.723160900000003 24.500000000000004 39.723160900000003 76.00500000000001 93.050000000000011 79.015000000000015 39.105193450000009 55.805000000000007
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 3 -2 5 6 -3 10 9 -9 -4 -8 -10 14 15 16 17 20 19 -18 23 -22 -19 26 25 -25 27 28 -14 -30
right_child=1 4 7 -5 -6 -7 11 8 12 -11 -12 -13 13 -15 -16 -17 18 22 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=9.3770988800137598 -5598.2312500000007 -3081.8811077018836 -8569.7924806331557 159883.59164062503 -387.77181163414002 -141873.615078125 -53322.277925404342 15349.196585398706 4223.4120682533376 87976.177573529421 -58211.896936035162 -12776.958628132832 -4317.0134915197905 1411.9305705913587 -96307.080431547627 44778.711193181822 -119651.36822629443 24628.64873798077 54535.893980189729 2878.5448863636366 -186705.37198660715 9568.4478587962967 150410.482421875 -31600.800736267931 -129285.12586945566 76382.380110677084 89654.925852272732 -37640.265930853951 -27780.915432224028 62549.069973028279
leaf_weight=3927269 43 1232 297 20 129128 20 57 29 5524 34 32 166 830 8279 21 55 51 26 28 22 21 27 24 73 31 24 22 216 77 126
leaf_count=3927269 43 1232 297 20 129128 20 57 29 5524 34 32 166 830 8279 21 55 51 26 28 22 21 27 24 73 31 24 22 216 77 126
internal_value=0 -251.315 1571.71 46935.7 -473.702 -7996.4 -6156.17 1391.62 1704.73 54544.7 -13398.2 -23140.6 1489.65 -27.6178 -7147.1 -6014.4 -7762.6 -5272.38 -44672.1 -82724.5 -8391.81 -76301.3 85003.9 -6061.81 -35011.9 -4883.31 -3146.31 -4780.92 2089.96 28286
internal_weight=0 146535 15932 63 130603 1475 1455 15869 15540 63 329 223 15477 9953 1674 1653 1598 1497 101 73 1447 48 50 1399 128 97 1271 1249 1033 203
internal_count=4073804 146535 15932 63 130603 1475 1455 15869 15540 63 329 223 15477 9953 1674 1653 1598 1497 101 73 1447 48 50 1399 128 97 1271 1249 1033 203
is_linear=0
shrinkage=0.1


Tree=2346
num_leaves=31
num_cat=0
split_feature=4 4 0 5 6 0 6 1 0 0 3 5 0 6 0 0 3 1 3 3 6 0 3 6 3 6 6 0 5 6
split_gain=9.85114e+11 2.45099e+13 6.71952e+13 1.62012e+14 6.39387e+13 6.34903e+13 5.96308e+13 1.49374e+14 2.23621e+14 4.07426e+14 1.14418e+14 6.79542e+13 1.32664e+14 6.446e+13 5.69249e+13 5.11541e+13 4.55587e+13 4.46311e+13 1.03922e+14 2.13465e+14 5.7013e+13 4.05255e+13 3.88481e+13 3.62645e+13 3.03164e+13 6.72449e+13 2.9886e+13 2.62377e+13 4.46824e+13 3.30601e+13
threshold=14.500000000000002 15.500000000000002 57.100506200000005 4.5000000000000009 67.00500000000001 56.802121050000004 89.00500000000001 30.410676000000006 59.838047850000002 59.825842200000004 12.500000000000002 2.5000000000000004 59.982409200000006 86.920000000000016 60.034792100000011 56.83050475000001 3.5000000000000004 30.315889700000003 11.500000000000002 13.500000000000002 74.615000000000009 59.933037250000005 7.5000000000000009 149.05000000000004 6.5000000000000009 116.05000000000001 81.705000000000013 59.864072000000007 3.5000000000000004 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -11 17 13 -13 16 23 -14 18 22 -20 -19 24 -10 -7 25 -8 -18 28 29 -26
right_child=1 -3 3 -5 6 15 21 -9 11 10 -12 12 14 -15 -16 -17 26 20 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-32.043780707020879 3330.6692250331071 -22.895464239339844 -6790.0823664005484 -160353.32676373108 -65204.862561428934 64560.204367731909 10026.929527015143 -6106.2133545857796 53876.079134666317 252836.80286458335 568561.31903409096 -23015.969321576289 244487.34537326393 148832.79525240386 26707.483750000003 13709.177359294228 163845.5366445923 -66734.383792664579 421433.61849609372 -25269.599252717395 28986.132031250003 -34309.270326647638 -65932.265541015629 -62531.373876953126 -18335.170216136259 147232.26567496368 39765.712239583336 48385.500109649125 90525.239143318962 -103640.43704322078
leaf_weight=2859571 40696 1158698 10564 66 31 348 211 913 59 24 22 136 45 26 40 1152 55 122 20 23 127 390 50 24 170 43 30 57 29 62
leaf_count=2859571 40696 1158698 10564 66 31 348 211 913 59 24 22 136 45 26 40 1152 55 122 20 23 127 390 50 24 170 43 30 57 29 62
internal_value=0 75.4645 2127.67 -4066.37 -3287.82 4081.1 10491.6 21627.1 52887 215001 403835 35857.3 69319.8 4564.7 131028 24120.2 163126 8152.6 50852.3 182499 -17913.1 -9452.63 -1081.88 56360.7 7495.09 33254.6 120053 -13080.1 -26503.7 -41132.3
internal_weight=0 1.21423e+06 55535 13315 13249 42220 2685 1723 810 77 46 733 332 162 170 1524 130 401 152 43 249 962 109 372 572 254 85 318 261 232
internal_count=4073804 1214233 55535 13315 13249 42220 2685 1723 810 77 46 733 332 162 170 1524 130 401 152 43 249 962 109 372 572 254 85 318 261 232
is_linear=0
shrinkage=0.1


Tree=2347
num_leaves=31
num_cat=0
split_feature=4 3 0 6 6 6 4 7 0 6 6 1 0 6 0 1 6 1 1 4 3 0 1 1 3 5 1 4 0 1
split_gain=9.95902e+11 1.32093e+13 1.88659e+13 2.18742e+13 4.48654e+13 2.04625e+13 4.34028e+13 3.29434e+13 3.88142e+13 3.24838e+13 4.46621e+13 6.96304e+13 4.00292e+13 2.9816e+13 4.27392e+13 6.83089e+13 5.29866e+13 5.45297e+13 4.2958e+13 4.12019e+13 2.96894e+13 2.86864e+13 2.63255e+13 4.29301e+13 5.18091e+13 3.97835e+13 2.48963e+13 3.07299e+13 3.81477e+13 6.93399e+13
threshold=16.500000000000004 6.5000000000000009 45.055912800000009 156.15000000000003 142.05000000000004 57.995000000000012 17.500000000000004 6.0000000000000009 44.990874950000006 108.05000000000001 95.045000000000016 39.044653900000007 45.00849250000001 95.045000000000016 44.046956350000009 39.718675700000013 73.995000000000019 39.735861600000007 39.777866350000004 19.500000000000004 1.5000000000000002 45.047736150000013 39.069277450000008 39.038055050000004 2.5000000000000004 2.5000000000000004 39.069277450000008 19.500000000000004 45.029425500000009 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 12 -12 20 14 15 -8 17 19 -19 -17 -7 22 23 25 -25 -14 27 -16 -29 -30
right_child=1 -3 -4 -5 -6 6 13 8 -10 -11 11 -13 21 -15 26 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-26.824582176913779 1132.0174573527038 -144.52259888989633 465.02500592874912 82816.744390345993 -103455.30156250001 78276.240195312508 141435.92321428572 47728.508269351652 -32164.508917055035 -24226.485617559523 46426.29281875 201003.79880804766 32021.801906573837 -12615.013529113903 22432.332229033495 -92683.325756048391 -21439.994280598959 239817.938203125 75102.00275172184 62666.401932565786 -20613.474454148472 14907.020155343722 21259.77615279919 44720.014624023439 216402.02399839746 146530.78767361111 -7336.0375205791952 -11450.884659065799 44258.431904861558 -14980.066481810842
leaf_weight=3147398 10593 666730 241884 35 39 35 56 87 202 105 125 38 193 918 1114 31 150 20 76 38 229 330 164 32 39 36 1286 1022 441 358
leaf_count=3147398 10593 666730 241884 35 39 35 56 87 202 105 125 38 193 918 1114 31 150 20 76 38 229 330 164 32 39 36 1286 1022 441 358
internal_value=0 91.1346 696.195 3838.98 3683.31 3919.14 8062.85 22479.2 -8113.67 29146.9 33736.7 82462.8 26229.8 3837.36 7126.4 39667.6 21575.4 60680.3 109418 -7128.4 -7503.1 37445.8 53475.5 71086.8 139024 50023.2 4266.23 9349.89 1346.68 17716
internal_weight=0 926406 259676 17792 17757 17718 7125 1615 289 1326 1221 163 1058 5510 4592 371 315 165 96 69 264 794 464 300 71 229 4221 2935 1821 799
internal_count=4073804 926406 259676 17792 17757 17718 7125 1615 289 1326 1221 163 1058 5510 4592 371 315 165 96 69 264 794 464 300 71 229 4221 2935 1821 799
is_linear=0
shrinkage=0.1


Tree=2348
num_leaves=31
num_cat=0
split_feature=3 1 4 1 0 0 6 0 0 1 4 4 0 4 4 3 0 4 6 0 7 6 4 0 0 1 6 4 5 3
split_gain=1.06948e+12 7.83352e+12 3.79887e+13 4.27441e+13 3.31495e+13 4.67636e+13 5.88946e+13 3.17515e+13 4.72922e+13 5.51299e+13 1.27442e+14 6.89032e+13 6.77798e+13 5.62935e+13 1.40898e+14 6.3923e+13 5.75744e+13 1.09256e+14 5.31558e+13 5.61815e+13 5.14873e+13 7.28578e+13 4.86973e+13 1.00201e+14 4.421e+13 4.22236e+13 4.5354e+13 3.9945e+13 3.97938e+13 3.96949e+13
threshold=10.500000000000002 30.438492500000006 23.500000000000004 30.410676000000006 59.990753350000013 60.042359000000012 74.615000000000009 59.864072000000007 60.042359000000012 30.389265100000003 14.500000000000002 13.500000000000002 59.950512650000007 17.500000000000004 16.500000000000004 14.500000000000002 59.905532300000012 22.500000000000004 56.505000000000003 59.950512650000007 6.0000000000000009 52.990000000000002 11.500000000000002 59.91832440000001 59.882709350000006 30.362494150000003 118.04500000000002 22.500000000000004 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 7 -4 -3 6 -6 -2 9 11 12 18 -11 14 -12 -16 17 -15 24 22 -18 -22 23 -20 -9 26 -21 29 -17 -13
right_child=1 4 3 -5 5 -7 -8 8 -10 10 13 27 -14 16 15 28 20 -19 19 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-22.070024127014737 -1139.6642575293017 80.123258680536935 -635.22834483002043 -15095.975917975367 -11550.557082280056 662.24806672622708 -61274.554731785975 68106.652411221599 -5494.9410783675885 32700.664884367121 12994.894011426972 735.21770668922386 -29452.56553915031 22085.333351113215 48214.660402788439 66212.598026133855 36678.419588944722 153368.09835879199 216329.63083333333 48509.506090347757 672.31264900963151 -70296.703331734287 -13555.514161873822 -15725.665242346939 3193.1673323906343 -58249.401297815835 -72274.788888549811 15789.217000905788 145370.47491918106 -24467.966665729109
leaf_weight=3436249 13563 556397 26631 2214 3104 3969 258 110 4009 223 1025 15599 823 1177 448 113 296 67 30 1091 939 171 398 49 2271 41 32 1711 145 651
leaf_count=3436249 13563 556397 26631 2214 3104 3969 258 110 4009 223 1025 15599 823 1177 448 113 296 67 30 1091 939 171 398 49 2271 41 32 1711 145 651
internal_value=0 118.951 1087.56 -1745.16 -7.89913 -6688.49 -15366.4 2904.06 4649.66 6133.41 15159.6 3905.1 -16201.9 22647.4 36672.8 71049.4 13485.8 29156 15736.1 29583.8 -378.821 -10260.8 679.741 72396.6 6192.11 41428.6 45067.7 1255.8 110701 -274.461
internal_weight=0 637555 73827 28845 563728 7331 3362 44982 31419 27410 5427 21983 1046 4381 1731 706 2650 1244 4022 1641 1406 1110 477 79 2381 1164 1123 17961 258 16250
internal_count=4073804 637555 73827 28845 563728 7331 3362 44982 31419 27410 5427 21983 1046 4381 1731 706 2650 1244 4022 1641 1406 1110 477 79 2381 1164 1123 17961 258 16250
is_linear=0
shrinkage=0.1


Tree=2349
num_leaves=31
num_cat=0
split_feature=3 6 4 0 5 1 1 6 1 1 5 6 1 3 6 0 6 5 6 1 1 3 6 6 6 1 3 0 4 6
split_gain=1.10095e+12 5.82044e+12 6.16735e+12 1.1675e+13 8.05558e+12 5.32824e+12 8.23454e+12 1.63239e+13 5.07255e+12 1.60805e+13 1.03997e+13 2.13954e+13 3.91375e+13 2.62701e+13 2.39907e+13 1.50809e+13 2.88875e+13 2.61195e+13 1.20005e+13 2.07418e+13 1.2909e+13 1.11399e+13 1.76945e+13 1.26469e+13 8.81189e+12 9.50141e+12 8.48179e+12 7.37807e+12 7.34015e+12 1.3212e+13
threshold=22.500000000000004 19.050000000000004 22.500000000000004 44.601833250000006 1.5000000000000002 30.157841000000001 30.205407000000005 52.610000000000007 82.92647190000001 82.970388650000018 2.5000000000000004 69.015000000000015 82.93515810000001 24.500000000000004 90.045000000000016 55.055052800000006 156.15000000000003 4.5000000000000009 91.02500000000002 82.941727000000014 82.948524700000021 24.500000000000004 64.805000000000021 63.855000000000011 66.010000000000005 92.865667950000017 24.500000000000004 55.034466500000008 26.500000000000004 79.710000000000022
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 4 -4 -3 -5 7 -7 28 10 11 21 14 -14 -13 16 17 18 19 -12 27 22 23 -10 25 -11 -22 -20 -8 -30
right_child=1 2 3 5 -6 6 8 -9 9 24 15 12 13 -15 -16 -17 -18 -19 20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.2643226757795594 -49777.966329823372 1314.3509375000001 41390.335864955356 -20613.345406053049 -76413.927050781247 -1007.9197965852508 -830.9864790742397 69227.77383493277 16874.540681669983 -7907.3469144161618 71141.425993303579 210573.93460937502 71029.529070723685 -19840.73687608507 60820.527717391313 -37047.388051970112 124244.97039062501 -94146.288194444453 17335.910974758412 -8314.1925471974846 16438.520447198276 -6704.8251619300063 -37730.393763950895 68642.208915441181 -24463.966282013924 19415.58788024537 86753.728706287206 -26255.803091032612 811.97036261998539 10028.670262194022
leaf_weight=4032453 23 30 70 119 24 91 24915 52 632 535 35 20 57 72 23 92 20 27 249 536 29 294 56 51 217 167 42 46 11016 1811
leaf_count=4032453 23 30 70 119 24 91 24915 52 632 535 35 20 57 72 23 92 20 27 249 536 29 294 56 51 217 167 42 46 11016 1811
internal_value=0 513.365 541.353 585.539 -33231.6 516.217 577.418 24532.3 493.749 4316.41 8815.97 15196.5 47851.7 20311.2 130473 1670.43 5290.39 2822.45 5616.64 -3443.88 19752 9759.29 16309.3 20740.1 -6851.7 -1407.45 58033.4 10538.6 169.64 2113.24
internal_weight=0 41351 41328 41274 54 41204 41085 143 40942 3200 2281 1205 172 129 43 1076 984 964 937 571 366 1033 739 683 919 702 71 295 37742 12827
internal_count=4073804 41351 41328 41274 54 41204 41085 143 40942 3200 2281 1205 172 129 43 1076 984 964 937 571 366 1033 739 683 919 702 71 295 37742 12827
is_linear=0
shrinkage=0.1


Tree=2350
num_leaves=31
num_cat=0
split_feature=6 6 4 4 1 1 1 1 1 1 0 7 0 6 0 2 0 3 7 6 0 7 6 7 1 6 1 3 6 1
split_gain=1.10954e+12 1.7316e+13 1.77965e+13 3.7168e+13 5.85262e+13 2.66082e+13 2.23761e+13 1.85508e+13 2.76612e+13 5.74469e+13 4.18603e+13 5.17177e+13 3.79875e+13 2.40044e+13 3.63699e+13 2.42971e+13 3.19455e+13 2.11306e+13 3.76665e+13 2.82833e+13 3.45519e+13 3.20918e+13 2.63481e+13 1.91953e+13 3.14327e+13 1.70704e+13 1.97668e+13 1.60726e+13 2.51334e+13 3.32118e+13
threshold=59.245000000000012 58.305000000000007 16.500000000000004 18.500000000000004 30.315889700000003 30.242318500000007 82.961694200000011 39.105193450000009 37.649344350000007 37.534144550000008 55.840017500000009 6.0000000000000009 55.539595350000006 59.025000000000013 55.667390500000003 75.000000000000014 55.728148450000006 20.500000000000004 6.0000000000000009 58.605000000000011 55.850146250000009 6.0000000000000009 59.025000000000013 6.0000000000000009 37.503969450000007 60.005000000000003 37.957884500000006 13.500000000000002 58.995000000000012 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 23 13 -12 -11 -10 -15 16 -16 19 -19 21 22 -14 27 24 -5 26 -2 28 29 -21
right_child=25 2 3 7 6 -7 -8 -9 10 12 11 -13 17 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.757535625728542 1124.654390472904 826.68660831398597 16934.228754783162 -10612.154671457907 12937.943022652762 108335.6239268544 -13546.508308015045 8082.2882704135036 -603.90435356798832 -36605.457521913107 12322.835647898708 -108001.27521841398 -52753.298060825902 226.54267602899418 -73118.73338939526 51001.527790178574 50850.33610733696 154656.28862179487 28419.118411458338 111425.14654296875 -41548.506181773577 59603.793657651164 -39650.65265625 2716.9629713643703 -99994.663767149395 23.845968288199636 -2243.7363868543175 7419.1639453124999 128151.26544215425 -70815.830598144545
leaf_weight=2678924 23344 84136 49 974 3500 91 351 2657 1471 82 58 93 28 271 216 21 23 39 60 20 101 276 40 1962 41 1206187 68672 50 47 20
leaf_count=2678924 23344 84136 49 974 3500 91 351 2657 1471 82 58 93 28 271 216 21 23 39 60 20 101 276 40 1962 41 1206187 68672 50 47 20
internal_value=0 35.6915 1350.51 4864.74 12832.9 76345.1 10524 1145.31 -1982.4 3215.81 -11012.3 -61784.1 27696.6 -7182.82 -25408 -52127.1 -61188.7 35439.2 78148.9 28174.2 5121.69 49255.1 31752.7 -3058.56 -14222.7 -76.3095 -1389.19 52600.4 78566.6 20304.7
internal_weight=0 2.7756e+06 96677 12541 3991 140 3851 8550 5893 3740 2153 151 763 2002 531 260 239 681 99 582 278 304 177 2977 1015 1.2982e+06 92016 137 87 40
internal_count=4073804 2775601 96677 12541 3991 140 3851 8550 5893 3740 2153 151 763 2002 531 260 239 681 99 582 278 304 177 2977 1015 1298203 92016 137 87 40
is_linear=0
shrinkage=0.1


Tree=2351
num_leaves=31
num_cat=0
split_feature=4 4 0 6 1 6 6 3 3 3 5 6 1 3 6 6 0 1 6 4 7 0 0 2 1 1 7 0 0 1
split_gain=1.18255e+12 9.32944e+12 2.27539e+13 2.84974e+13 2.5052e+13 3.58125e+13 9.9288e+13 3.91683e+13 3.42133e+13 3.11091e+13 3.79514e+13 2.15202e+13 3.13633e+13 2.41975e+13 2.03805e+13 2.22974e+13 1.98456e+13 9.96477e+13 8.43471e+13 7.21887e+13 5.17391e+13 1.27502e+14 5.00999e+13 4.94547e+13 7.42948e+13 4.65777e+13 4.11791e+13 3.99773e+13 1.02431e+14 7.85226e+13
threshold=10.500000000000002 12.500000000000002 43.472751400000007 49.485000000000007 43.56803845000001 37.505000000000003 38.205000000000005 10.500000000000002 2.5000000000000004 8.5000000000000018 1.5000000000000002 101.02000000000002 45.71452080000001 11.500000000000002 35.010000000000012 34.605000000000011 60.028671700000011 30.242318500000007 40.610000000000007 11.500000000000002 6.0000000000000009 60.034792100000011 59.939085000000013 3338.0000000000005 30.410676000000006 30.389265100000003 6.0000000000000009 59.864072000000007 59.882709350000006 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -8 10 -10 -5 -13 -14 15 -2 22 18 -18 -20 21 -21 27 -19 -25 -24 -26 -4 29 -29
right_child=1 -3 16 11 -6 6 8 -9 9 -11 -12 12 13 -15 -16 -17 17 23 19 20 -22 -23 25 24 26 -27 -28 28 -30 -31
leaf_value=41.692743714137244 -13787.858475825473 15.360994736548669 -1132.6650152831262 -989.59002716282578 6653.496433394238 264617.96970108699 159579.87708899457 130418.23576766305 -25316.10926339286 109688.11228412831 93552.471579391902 93363.082473466988 8036.1737086374123 112934.32363281251 -86629.145535714284 86546.084095982151 -12091.04010497082 -14085.764707293209 -44340.374787643726 197501.25310202208 34682.703360363426 9015.2948576274684 -4271.299804612594 37656.328695430129 9261.0471732679634 -19761.494832542638 -17382.552889310969 618.08620346412783 2382.5149799236074 64786.577694757871
leaf_weight=2547999 106 1364614 129493 3078 465 23 23 23 98 38 37 53 501 23 28 28 506 2302 106 68 1235 76 9289 577 1328 2454 1030 311 7399 493
leaf_count=2547999 106 1364614 129493 3078 465 23 23 23 98 38 37 53 501 23 28 28 506 2302 106 68 1235 76 9289 577 1328 2454 1030 311 7399 493
internal_value=0 -69.6243 -789.094 6202.63 22479.7 40695.4 68060.1 8301.52 44994.6 29760.8 7262.69 2332.67 20055.2 12640.5 -9036.04 7177.44 -990.991 4126.61 23169.4 35184 41296.9 98022.6 -1238.52 -3113.06 5493.13 -7508.37 -2377.17 -703.811 6066.1 39965.2
internal_weight=0 1.5258e+06 161191 4524 869 404 219 185 196 173 135 3655 577 524 162 134 156667 7228 1991 1485 1379 144 149439 5237 2935 11743 2358 137696 8203 804
internal_count=4073804 1525805 161191 4524 869 404 219 185 196 173 135 3655 577 524 162 134 156667 7228 1991 1485 1379 144 149439 5237 2935 11743 2358 137696 8203 804
is_linear=0
shrinkage=0.1


Tree=2352
num_leaves=31
num_cat=0
split_feature=6 4 6 5 1 2 0 3 1 1 3 4 3 1 0 0 3 1 7 0 0 0 0 6 1 6 0 0 1 7
split_gain=1.08606e+12 6.48581e+12 2.0077e+13 1.79394e+13 2.2275e+13 2.16124e+13 8.70823e+13 4.32486e+13 1.98652e+13 2.29851e+13 1.8714e+13 2.04829e+13 2.37847e+13 1.52984e+13 2.39383e+13 1.84284e+13 1.62442e+13 1.44406e+13 1.90858e+13 1.49711e+13 2.34629e+13 2.34046e+13 3.21301e+13 2.06592e+13 1.98853e+13 2.27044e+13 1.90032e+13 3.99789e+13 2.79323e+13 2.41733e+13
threshold=42.005000000000003 17.500000000000004 41.990000000000002 1.5000000000000002 37.488790500000007 75.000000000000014 55.768246800000007 8.5000000000000018 82.911604200000014 82.92647190000001 17.500000000000004 24.500000000000004 6.5000000000000009 37.534144550000008 55.633951400000008 55.876067900000002 27.500000000000004 30.205407000000005 6.0000000000000009 57.57007620000001 59.764576050000009 55.834019500000004 55.82518790000001 35.010000000000012 37.290808600000013 29.015000000000004 59.838047850000002 59.933037250000005 30.330566300000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -8 13 -10 11 -4 -13 14 -6 -16 -15 18 -3 21 -21 22 -19 26 -24 -26 -22 28 -28 -30
right_child=-2 2 3 -5 8 -7 7 -9 9 -11 -12 12 -14 16 15 -17 -18 19 -20 20 23 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-24.179021740154553 -37.3050930200774 13130.124446776616 -39753.894270833334 18051.51388508641 -25251.45681073589 -2513.4978796102837 -205058.36773897058 -56323.524239979619 -43057.178182444855 -373.69833097545381 90991.104361979174 124611.36847098214 -15129.990598060345 7911.3713450186297 132694.48112362131 27792.153740530306 -72852.414875000002 222.38989079934777 -1282.9004992481105 -9931.1429628222559 12003.337754173303 2977.3870639358738 -50958.224165745785 -2341.3522326625748 73727.548281249998 -14809.207751704911 -29720.534534100014 3768.3094312980211 5958.4728265557078 -9494.5050303313346
leaf_weight=1167205 2676587 2009 72 923 31 1505 34 46 136 1744 24 21 29 6467 34 33 25 125180 1693 2919 1673 35731 152 30526 30 839 478 13119 1524 3015
leaf_count=1167205 2676587 2009 72 923 31 1505 34 46 136 1744 24 21 29 6467 34 33 25 125180 1693 2919 1673 35731 152 30526 30 839 478 13119 1524 3015
internal_value=0 71.4637 556.807 4701.13 3493.17 -6843.5 -35678.3 -119536 5605.66 -3461.44 10271.1 -5608.29 43561.4 8192.33 47407.7 81026.2 7600.36 346.19 6538.75 239.655 -1214.83 717.987 78.288 -709.362 -17589.4 -11752.7 1805.56 864.844 -6727.45 -4306.06
internal_weight=0 1.39722e+06 230012 11124 10201 1731 226 80 8470 1880 146 122 50 6590 98 67 6492 218888 3702 215186 53254 161932 126201 50335 1021 869 19809 18136 5017 4539
internal_count=4073804 1397217 230012 11124 10201 1731 226 80 8470 1880 146 122 50 6590 98 67 6492 218888 3702 215186 53254 161932 126201 50335 1021 869 19809 18136 5017 4539
is_linear=0
shrinkage=0.1


Tree=2353
num_leaves=31
num_cat=0
split_feature=4 3 0 6 1 0 0 6 1 5 6 1 1 0 6 6 0 1 6 1 1 1 6 6 1 1 5 1 6 2
split_gain=1.13252e+12 8.02174e+12 1.96953e+13 2.30596e+13 2.68279e+13 2.72148e+13 3.05786e+13 2.84156e+13 2.07426e+13 2.45287e+13 1.89385e+13 3.69916e+13 2.9597e+13 1.85818e+13 5.6513e+13 8.08545e+13 6.23288e+13 1.81352e+13 4.3753e+13 2.37414e+13 4.78443e+13 4.03358e+13 2.89185e+13 1.75969e+13 1.68289e+13 2.07953e+13 1.74186e+13 1.47423e+13 1.53146e+13 1.4713e+13
threshold=10.500000000000002 9.5000000000000018 56.262014700000009 87.395000000000024 82.968544750000021 54.944948950000004 44.990874950000006 106.49500000000002 113.48479755000001 3.5000000000000004 95.045000000000016 39.939672500000007 43.047633000000012 56.342669500000007 70.50500000000001 73.00500000000001 56.324067350000007 37.873748150000004 105.00500000000001 82.901648750000021 82.911604200000014 82.860505900000007 149.05000000000004 86.030000000000015 38.927872750000006 82.958608050000009 2.5000000000000004 45.71452080000001 94.02500000000002 2882.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 6 10 -8 9 -6 29 -12 -13 14 -4 -16 -17 18 -7 21 -21 22 27 -18 26 -26 -3 -19 -29 -5
right_child=-2 2 13 4 8 17 7 -9 -10 -11 11 12 -14 -15 15 16 23 19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=70.879179209021515 -68.135582313843258 -3634.6629336910974 2308.8788629539977 81694.175355113635 1875.2646474286544 -16447.608973524308 -4498.8863914044987 46328.24447046045 -78719.488588686349 57698.501870013301 -102963.75229166668 96490.929609375016 -34529.130693750005 2373.1936517831032 243874.85315896739 808.47475539434527 78269.460193452382 41108.979571143624 -175661.19732142857 -97579.375157099188 -20557.416373697917 106645.50591517857 -134697.65281249999 206246.39820445667 2305.6034847161222 -1938.552538026215 -19308.273857474425 -48700.469534706863 -3579.2708237847219 -17735.09784997028
leaf_weight=2476825 1525805 2681 470 22 484 45 446 146 27 94 75 20 125 6502 23 105 21 47 28 115 270 28 20 22 15906 42104 964 113 225 46
leaf_count=2476825 1525805 2681 470 22 484 45 446 146 27 94 75 20 125 6502 23 105 21 47 28 115 270 28 20 22 15906 42104 964 113 225 46
internal_value=0 40.8013 -1005.9 -1561.5 -11228.5 -17439.2 -4965.6 8036.18 6951.84 10953.8 -31691.5 -45948.2 -16457.4 3974.63 20218.8 69445 42337.6 -29758.7 -77515.8 -25496.8 -43564 -9432.44 -17457.6 143746 -1188.96 -774.83 -7779.89 -11367.2 -18664.2 14433.2
internal_weight=0 2.548e+06 71174 64031 2376 1771 880 592 605 578 288 220 145 7143 641 171 148 891 73 818 385 433 405 43 61655 58010 3645 385 338 68
internal_count=4073804 2547999 71174 64031 2376 1771 880 592 605 578 288 220 145 7143 641 171 148 891 73 818 385 433 405 43 61655 58010 3645 385 338 68
is_linear=0
shrinkage=0.1


Tree=2354
num_leaves=31
num_cat=0
split_feature=3 0 0 4 6 6 0 4 6 0 6 6 1 6 6 0 1 1 6 6 4 6 0 4 0 7 0 1 0 2
split_gain=1.00842e+12 5.7518e+12 1.74654e+13 1.78977e+13 2.38009e+13 1.47059e+13 1.28536e+13 8.10973e+12 1.02491e+13 2.45577e+13 1.62136e+13 1.15955e+13 2.24135e+13 8.06319e+12 7.81647e+12 7.10877e+12 1.88667e+13 7.09921e+12 7.05951e+12 1.76047e+13 1.13614e+13 7.96868e+12 6.74032e+12 6.68575e+12 9.96458e+12 4.38567e+13 2.12651e+13 1.36999e+13 6.52672e+12 6.40423e+12
threshold=24.500000000000004 55.858844800000007 55.840017500000009 32.500000000000007 75.010000000000005 63.140000000000008 55.850146250000009 26.500000000000004 57.715000000000011 55.883833400000007 76.605000000000004 62.625000000000007 30.226173900000003 43.405000000000008 63.140000000000008 60.042359000000012 30.362494150000003 30.452677500000004 96.050000000000011 101.02000000000002 25.500000000000004 91.02500000000002 55.897267000000006 31.500000000000004 56.760749800000006 6.0000000000000009 56.782540950000005 56.128886000000001 56.850115550000005 2865.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 8 17 10 -10 15 -13 -4 -14 16 -11 -3 21 -20 29 22 -16 24 25 -9 -26 -28 -29 -21
right_child=1 7 3 5 -6 -7 -8 23 9 11 -12 12 14 -15 18 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=3.2656966399776759 -138.04155246171158 -8955.8417391416351 95573.083793308426 -5566.0213028817816 -42555.727819293475 55731.555122884121 117420.92827808278 -59633.67105978261 -28940.233383413462 -118735.78275240386 -115543.11484375001 97183.268750000003 52704.083637927826 25062.290852272727 -68094.362382812498 5992.0068025914634 -25977.873836146766 3310.2344239194044 72862.818037683828 29393.070242059432 -64265.507205636161 -54499.824427331019 -8929.0628672734456 -3017.6123323558768 -34575.864800347226 119160.03943014707 -572.56678523199002 17175.169827706475 49981.221956820104 -15889.762365722658
leaf_weight=4056328 10602 891 23 212 23 48 37 23 52 26 37 21 21 55 20 41 140 1003 34 61 28 46 517 2275 126 34 606 336 74 64
leaf_count=4056328 10602 891 23 212 23 48 37 23 52 26 37 21 21 55 20 41 140 1003 34 61 28 46 517 2275 126 34 606 336 74 64
internal_value=0 -757.996 634 21199.8 50307.2 5750.45 68879.8 -3122.41 -6929.21 -14568.6 -64943.7 -10168.8 -4782.8 45853.9 -7489.87 -31296.4 -40506.2 -2460.13 -9131.52 7775.05 -6688.9 -14554.4 -11132.6 167.165 6210.01 47015.2 4173.32 8978.83 23096.3 6208.26
internal_weight=0 17476 11000 398 138 260 115 6476 3002 1108 89 1019 812 78 791 207 166 1894 770 187 153 583 537 3474 1199 57 1142 1016 410 125
internal_count=4073804 17476 11000 398 138 260 115 6476 3002 1108 89 1019 812 78 791 207 166 1894 770 187 153 583 537 3474 1199 57 1142 1016 410 125
is_linear=0
shrinkage=0.1


Tree=2355
num_leaves=31
num_cat=0
split_feature=3 6 4 0 3 0 4 1 0 0 1 1 0 0 0 5 0 6 1 0 6 6 6 6 6 6 6 3 6 6
split_gain=9.6636e+11 5.0516e+12 7.51418e+12 9.31167e+12 4.67849e+12 1.0338e+13 8.28641e+12 9.80329e+12 2.75235e+13 3.13733e+13 4.63011e+13 2.16387e+13 1.37312e+13 1.40929e+13 1.62446e+13 1.84832e+13 2.7235e+13 1.64309e+13 1.31453e+13 1.48293e+13 1.24714e+13 1.2035e+13 1.59487e+13 1.52449e+13 1.08529e+13 4.56844e+13 1.26829e+13 1.04078e+13 9.87013e+12 9.24352e+12
threshold=22.500000000000004 33.005000000000003 22.500000000000004 44.601833250000006 24.500000000000004 45.036141150000006 27.500000000000004 30.345769800000003 60.028671700000011 60.002985000000002 30.260128500000004 30.330566300000005 59.825842200000004 59.848366150000011 59.856552950000008 2.5000000000000004 59.939085000000013 60.605000000000011 30.323041000000003 59.939085000000013 74.615000000000009 49.895000000000003 73.41500000000002 63.415000000000006 73.995000000000019 81.02500000000002 36.605000000000011 23.500000000000004 79.015000000000015 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 -4 6 -6 7 8 9 11 24 12 -5 -14 17 18 -17 -15 19 -16 -13 -12 23 -23 26 -26 -11 -10 -29 -21
right_child=1 2 3 4 5 -7 -8 -9 27 10 21 20 13 14 15 16 -18 -19 -20 29 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.9320535421813183 -3843.1471827281384 -36864.098157429245 37254.416943359378 72412.007937500006 -33771.301427566366 -336.29375359775582 7597.9287429610849 251.3953539860172 5404.4378584428268 75487.660714285725 39789.414414062507 30955.440311523442 -54109.292140625003 7640.2684374999999 -2355.444528773211 6837.3542656250011 -100397.10252604168 122971.14001697359 -45399.166309113207 18934.133871266811 115725.02961309525 89022.583925189392 55790.99681962176 187517.62654947917 168254.0055059524 -22773.252683971776 -7229.9888597705694 -7812.4082611022823 -45248.656297637201 76125.619153941763
leaf_weight=4032453 2536 53 70 25 93 16434 2150 17633 638 21 40 100 50 30 276 50 45 21 47 79 21 33 41 30 21 31 158 499 82 44
leaf_count=4032453 2536 53 70 25 93 16434 2150 17633 638 21 40 100 50 30 276 50 45 21 47 79 21 33 41 30 21 31 158 499 82 44
internal_value=0 480.962 763.48 814.929 749.004 -524.438 1698.53 1064.82 7086.26 18091.3 41900.1 6761 -297.008 -3128.36 1177.47 -3908.58 -43957.9 55129.5 4622.11 10514.3 45667.5 86404.7 104334 135925 14157 54372.4 2474.32 -3413.25 -13096 39392.9
internal_weight=0 41351 38815 38762 38692 16527 22165 20015 2382 1163 375 788 667 642 592 541 95 51 446 399 121 144 104 63 231 52 179 1219 581 123
internal_count=4073804 41351 38815 38762 38692 16527 22165 20015 2382 1163 375 788 667 642 592 541 95 51 446 399 121 144 104 63 231 52 179 1219 581 123
is_linear=0
shrinkage=0.1


Tree=2356
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 0 0 0 6 4 6 4 6 6 4 7 5 6 4 6 2 6 2 1 6 6 6 6 6 6
split_gain=9.65058e+11 4.14236e+12 1.23559e+13 1.8577e+13 1.06376e+13 9.90527e+12 1.49916e+13 1.55483e+13 1.1068e+13 1.08723e+13 9.70941e+12 2.2456e+13 1.66934e+13 1.26732e+13 9.70574e+12 9.33564e+12 9.18564e+12 1.14528e+13 1.64087e+13 9.20359e+12 1.79926e+13 1.48478e+13 2.18567e+13 1.08061e+13 9.12357e+12 1.03768e+13 8.64232e+12 8.55587e+12 8.79199e+12 8.45031e+12
threshold=113.48479755000001 52.02416370000001 50.556058150000005 9907.0000000000018 9.5000000000000018 52.07762420000001 52.960348700000004 52.516286950000008 189.00000000000003 8.5000000000000018 112.00500000000001 6.5000000000000009 156.15000000000003 116.05000000000001 1.5000000000000002 6.0000000000000009 3.5000000000000004 94.02500000000002 8.5000000000000018 102.04000000000001 7912.5000000000009 75.605000000000004 9907.0000000000018 118.02765200000002 78.010000000000005 79.710000000000022 63.855000000000011 70.50500000000001 77.010000000000005 75.010000000000005
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 16 26 15 8 7 9 10 14 29 -12 13 -13 -7 -5 19 18 27 21 -21 23 24 -2 -23 -26 -4 -18 -29 -3
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.9161673958679355 18314.255908482512 2941.88411783334 -24232.383221336571 -4692.2902978808697 -67868.916286057691 26273.117478841148 -159.36512315347761 -89640.391622924813 78100.0703125 28850.275323350696 45306.840709758253 -64825.981631540693 -91471.330721507358 -4267.6067529851744 -35771.503960022746 30034.278823242188 31067.499643841911 30265.125153459827 -87313.676039907092 30106.616780598957 -82310.685758928579 74515.288668885521 -36526.168937500006 87.757736989805153 -30073.657435825895 35179.21900462699 -72667.054309612766 -81369.132846467401 -13275.988650173613 11725.270965775509
leaf_weight=4047600 355 7388 185 2395 26 30 9348 32 20 45 53 43 34 176 158 80 34 42 37 24 35 49 50 3886 28 188 46 23 108 1286
leaf_count=4047600 355 7388 185 2395 26 30 9348 32 20 45 53 43 34 176 158 80 34 42 37 24 35 49 50 3886 28 188 46 23 108 1286
internal_value=0 604.911 -1363.88 -6744.35 -4238.26 1407.85 -824.267 -24279 3792 -15302.3 3626.5 -13880.3 -26279.2 -16158.1 -25870.8 -3569.82 1661.32 -17247.8 -27126.8 2661.07 -36581.6 3169.26 24116.1 1613.44 35558 26720.5 -33877.4 -13630.3 -25231.3 4244.1
internal_weight=0 26204 7591 2732 2501 18613 9613 265 9000 233 8980 306 253 219 188 2475 4859 244 202 4615 59 4556 315 4241 265 216 231 165 131 8674
internal_count=4073804 26204 7591 2732 2501 18613 9613 265 9000 233 8980 306 253 219 188 2475 4859 244 202 4615 59 4556 315 4241 265 216 231 165 131 8674
is_linear=0
shrinkage=0.1


Tree=2357
num_leaves=31
num_cat=0
split_feature=4 1 0 0 4 6 6 6 0 6 7 3 1 7 0 6 0 0 1 4 4 1 5 1 6 4 6 5 4 5
split_gain=9.3289e+11 7.867e+12 4.00935e+13 8.55279e+13 5.40097e+13 8.02499e+13 2.97018e+13 3.2644e+13 2.95244e+13 5.59198e+13 2.67521e+13 2.9838e+13 2.47779e+13 2.37983e+13 4.64315e+13 4.97805e+13 4.9696e+13 5.65254e+13 1.71873e+14 1.23235e+14 3.58028e+14 1.66974e+14 8.93578e+13 8.09134e+13 7.30413e+13 5.85452e+13 5.24034e+13 6.36461e+13 1.23639e+14 6.23836e+13
threshold=10.500000000000002 30.472130500000002 59.933037250000005 59.950512650000007 19.500000000000004 98.020000000000024 57.005000000000003 78.605000000000004 59.91832440000001 89.00500000000001 6.0000000000000009 13.500000000000002 50.815483650000004 6.0000000000000009 59.856552950000008 77.565000000000012 59.905532300000012 59.91832440000001 30.303340300000002 17.500000000000004 15.500000000000002 30.315889700000003 2.5000000000000004 30.452677500000004 71.030000000000015 11.500000000000002 66.010000000000005 2.5000000000000004 12.500000000000002 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 13 8 4 5 6 -4 -8 -3 10 11 -10 -5 -2 15 -15 -16 18 -18 20 21 -20 -23 24 -21 -24 27 -19 -29 -28
right_child=1 2 3 12 -6 -7 7 -9 9 -11 -12 -13 -14 14 16 -17 17 26 19 23 -22 22 25 -25 -26 -27 29 28 -30 -31
leaf_value=37.030963984218218 1687.8873301644137 -113.20401092882096 -18936.132784865604 -5654.8684553801695 42691.69769331906 -211453.34531250002 -59471.832952092373 6620.6369419642861 12576.276076998656 169064.44459375003 -33666.428347981775 75807.998482730269 5548.2396290016177 -3099.1677788961993 5066.8356068589865 -19805.818299387232 -174969.72434512869 511.38021892990537 -163583.76901661709 -22351.96710259165 199225.66571451825 -10448.370664945563 -38357.942857142858 -162933.13691406252 -157761.34083891369 155642.49951171875 -5727.1365786970782 90911.444046847624 9959.6194678867778 98171.618212890637
leaf_weight=2547999 94578 1296134 1231 6374 109 24 418 91 348 25 90 95 2860 20016 19176 1958 68 62935 63 773 96 376 21 48 42 60 15930 214 1594 58
leaf_count=2547999 94578 1296134 1231 6374 109 24 418 91 348 25 90 95 2860 20016 19176 1958 68 62935 63 773 96 376 21 48 42 60 15930 214 1594 58
internal_value=0 -61.8394 -154.548 -6137.1 -25621.3 -29842.4 -27337.4 -47655.7 -103.303 22894.2 16038.1 26136.1 -2184.99 494.31 -420.281 -4587.82 482.369 -586.103 -19520.7 -12373.6 21792.7 -10964.1 10075.4 -36761.1 -29330.1 105346 -223.272 1042.81 19541.3 -5350.22
internal_weight=0 1.5258e+06 1.3078e+06 11107 1873 1764 1740 509 1.29669e+06 558 533 443 9234 218006 123428 21974 101454 82278 1547 1479 616 520 457 863 815 81 80731 64743 1808 15988
internal_count=4073804 1525805 1307799 11107 1873 1764 1740 509 1296692 558 533 443 9234 218006 123428 21974 101454 82278 1547 1479 616 520 457 863 815 81 80731 64743 1808 15988
is_linear=0
shrinkage=0.1


Tree=2358
num_leaves=31
num_cat=0
split_feature=1 4 0 5 4 4 6 6 6 6 3 3 0 5 6 3 6 4 6 6 6 6 5 6 4 3 6 3 4 6
split_gain=1.12513e+12 3.87874e+12 7.20908e+12 1.76188e+13 4.03486e+13 2.25586e+13 4.02086e+13 2.39684e+13 2.18703e+13 4.5864e+13 5.20256e+13 2.91816e+13 2.45714e+13 1.91691e+13 1.74816e+13 3.88096e+13 2.95643e+13 1.5452e+13 2.47326e+13 1.64742e+13 1.53071e+13 1.942e+13 3.63156e+13 1.77771e+13 3.51519e+13 2.45304e+13 1.60015e+13 1.49428e+13 1.39404e+13 2.89317e+13
threshold=20.507515800000004 9.5000000000000018 54.724612400000005 3.5000000000000004 8.5000000000000018 5.5000000000000009 128.05000000000004 89.00500000000001 106.49500000000002 120.05000000000001 3.5000000000000004 2.5000000000000004 54.73499850000001 4.5000000000000009 104.01000000000001 6.5000000000000009 102.04000000000001 4.5000000000000009 56.205000000000005 55.405000000000008 125.02000000000002 108.05000000000001 3.5000000000000004 95.045000000000016 3.5000000000000004 3.5000000000000004 99.050000000000011 3.5000000000000004 6.5000000000000009 92.02500000000002
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 17 8 5 7 -7 -5 14 10 -10 -11 27 -6 16 -16 28 19 -19 -1 21 23 -23 -21 -25 26 -26 -13 -4 -30
right_child=-2 -3 3 4 13 6 -8 -9 9 11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-5499.857757239206 -3.7150080725296548 2416.3455777132926 -4092.8098255868917 -61001.775994318181 157550.76333512933 23037.669665075231 -113399.53387586806 53791.190344122035 -161872.95200076222 -76404.611929086546 -25730.602756320226 75685.286793154766 116127.18708417339 46110.976106770831 115101.59600585938 -45749.398630778 -110948.32788722828 2592.5101382751109 -10527.322232293878 19772.94549779264 -21215.234316037735 102026.49545036766 -25822.050946969699 -128005.55856250001 -25412.724495442711 -88852.329218750005 78885.852302631596 -28046.191606326222 5796.9632263871381 68181.293957995134
leaf_weight=700 4053548 8229 1689 22 29 54 36 105 41 26 89 21 31 33 40 24 23 2573 3254 653 106 68 33 25 24 20 38 41 2152 77
leaf_count=700 4053548 8229 1689 22 29 54 36 105 41 26 89 21 31 33 40 24 23 2573 3254 653 106 68 33 25 24 20 38 41 2152 77
internal_value=0 743.432 -401.193 2746.74 27090.8 6763.53 -31537.2 33905.8 1150.13 -27606 -68667.8 17251.4 43434.8 98236 2937.96 54782.5 2096.03 -2305.33 -4734.06 6184.32 14642.4 19056.9 60254.2 13582 -24200.3 7447.69 38512.2 7088.66 2759.64 7952.01
internal_weight=0 20256 12027 4533 279 217 90 127 4254 249 130 119 93 62 4005 64 3941 7494 5827 1667 967 861 101 760 107 82 62 62 3918 2229
internal_count=4073804 20256 12027 4533 279 217 90 127 4254 249 130 119 93 62 4005 64 3941 7494 5827 1667 967 861 101 760 107 82 62 62 3918 2229
is_linear=0
shrinkage=0.1


Tree=2359
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 1 6 0 7 4 6 6 6 6 1 6 5 6 0 3 1 4 4 7 7 4 6 0 0 6
split_gain=1.06768e+12 1.90921e+13 7.42286e+13 5.84143e+13 4.36863e+13 6.68464e+13 3.82069e+13 3.31416e+13 3.08094e+13 2.50244e+13 2.43972e+13 2.31171e+13 5.634e+13 3.09811e+13 2.27662e+13 2.26714e+13 2.22086e+13 2.05449e+13 1.85947e+13 1.83382e+13 1.76442e+13 6.06687e+13 8.80054e+13 2.78841e+14 8.99902e+13 8.44694e+13 1.21685e+14 7.40373e+13 1.03919e+14 9.83331e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.990753350000013 30.157841000000001 73.995000000000019 59.856552950000008 6.0000000000000009 22.500000000000004 60.910000000000004 55.805000000000007 86.920000000000016 108.05000000000001 30.205407000000005 33.805000000000007 3.5000000000000004 94.02500000000002 60.034792100000011 23.500000000000004 30.260128500000004 24.500000000000004 23.500000000000004 6.0000000000000009 6.0000000000000009 10.500000000000002 52.015000000000008 59.950512650000007 59.982409200000006 99.050000000000011
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 9 6 5 10 -3 -8 18 -1 -5 -7 14 -14 -13 -10 -17 -9 19 -4 21 22 24 -24 -2 27 -27 -26 29 -29
right_child=20 3 8 4 -6 11 7 17 15 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-295.02150306491529 8272.5588984660608 -7719.6143374760941 8252.7946118505697 -77544.56671937005 6417.2352785192543 34328.377866774339 2446.0889068603515 -65867.147510956551 -5689.5470501631835 10963.156146046087 30818.815889616933 71054.012308593752 -72598.357758620681 69074.921685606052 161424.97677951391 -28323.050059524074 54481.434943181826 -162582.02549479168 -18546.928116776853 -65482.441138392867 -5.0388458989092326 -8800.0968231887127 -15228.802787013447 53477.926538517728 -19866.353334149353 1306.8032513816886 -43878.236910027626 75908.798435701072 -40404.908749077265 -128837.25225000001
leaf_weight=105557 7873 768 929 63 3835 325 56 82 712 2012 31 50 29 33 63 1753 33 30 478 35 3940012 3359 1046 1357 367 1192 1192 380 127 25
leaf_count=105557 7873 768 929 63 3835 325 56 82 712 2012 31 50 29 33 63 1753 33 30 478 35 3940012 3359 1046 1357 367 1192 1192 380 127 25
internal_value=0 -297.879 -578.227 5529.03 10325.9 35561.3 -17169.1 -60366.6 -14059.4 -84.4455 -41807.7 50106.6 79409.1 2808.39 121438 -20778 -26793.1 -91772.9 -2420.58 5575.69 8.79832 3231.32 6211.89 23570.6 2472.82 -11435.6 -21285.7 14685.2 38520.7 63270.2
internal_weight=0 116874 111509 5365 4429 594 936 168 3940 107569 94 500 175 62 113 2498 1786 112 1442 964 3.95693e+06 16918 13559 2403 11156 3283 2384 899 532 405
internal_count=4073804 116874 111509 5365 4429 594 936 168 3940 107569 94 500 175 62 113 2498 1786 112 1442 964 3956930 16918 13559 2403 11156 3283 2384 899 532 405
is_linear=0
shrinkage=0.1


Tree=2360
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 2 6 6 3 6 4 4 5 3 6 6 6 6 0 0 6 6 6 0 7 3 6 4 0 0
split_gain=1.0166e+12 2.68726e+13 2.28699e+13 3.35549e+13 2.58436e+13 4.88226e+13 2.03855e+13 2.81685e+13 2.2714e+13 1.76477e+13 3.04607e+13 2.86177e+13 2.51505e+13 6.02633e+13 4.70463e+13 4.04315e+13 4.02657e+13 8.5854e+13 6.9104e+13 3.66427e+13 3.20343e+13 2.81736e+13 5.07472e+13 2.96688e+13 2.95427e+13 2.66009e+13 2.56361e+13 5.04015e+13 4.6934e+13 4.26811e+13
threshold=37.131181300000009 37.234509300000006 20.500000000000004 21.500000000000004 17.500000000000004 75.000000000000014 40.905000000000008 63.005000000000003 12.500000000000002 98.020000000000024 3.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 85.020000000000024 74.615000000000009 78.605000000000004 76.605000000000004 55.812023600000011 55.667390500000003 75.010000000000005 72.020000000000024 70.00500000000001 55.622114900000007 6.0000000000000009 3.5000000000000004 87.015000000000015 5.5000000000000009 55.633951400000008 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 12 -11 -12 14 26 16 -15 17 20 19 -18 21 22 23 -9 25 -23 -14 28 -28 -29
right_child=1 -3 3 -5 5 -7 7 8 -10 10 11 -13 13 15 -16 -17 18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-131.48988025402497 -1917.7864469580863 0.23356189820771447 -134660.92124023437 -11117.968806573954 -1088.2832921771751 68866.119656886425 10542.526714306287 -36574.252674278847 -18724.25995342548 53092.328645833339 -81047.757904411759 -11758.60929815636 9236.3618579995509 2746.4420851004465 134366.86477864583 61671.807978347249 -58229.390295410158 189537.30210597828 82123.465718750012 -193741.56572580646 -80053.390717329559 45276.01532999675 -57371.552734375 10383.995583237156 84315.161823694041 -28064.61654890472 -18009.566992187501 12168.869933956186 151899.32856950432 -70786.338445051326
leaf_weight=513821 4165 3543489 23 498 227 178 6540 169 546 63 68 483 1354 175 24 348 56 23 25 31 55 96 183 660 67 102 37 97 29 172
leaf_count=513821 4165 3543489 23 498 227 178 6540 169 546 63 68 483 1354 175 24 348 56 23 25 31 55 96 183 660 67 102 37 97 29 172
internal_value=0 18.9783 4045.99 -16571.9 4718.5 29657.1 4069.72 6256.69 492.889 2923.41 -12778.2 -20309.7 5526.92 12293.1 -4511.14 41954.9 -6783.17 -2020.05 -64408.5 -106515 -5327.72 -2109.31 -9710.08 811.084 26917.1 7494.48 3108.28 -21660.1 56647.4 -40873.1
internal_weight=0 3.55998e+06 16494 521 15973 405 15568 11403 4863 4317 614 551 3703 2212 1491 523 1467 1355 112 87 1332 1277 1012 829 265 198 1689 335 66 269
internal_count=4073804 3559983 16494 521 15973 405 15568 11403 4863 4317 614 551 3703 2212 1491 523 1467 1355 112 87 1332 1277 1012 829 265 198 1689 335 66 269
is_linear=0
shrinkage=0.1


Tree=2361
num_leaves=31
num_cat=0
split_feature=1 4 3 6 3 7 0 3 6 4 6 4 3 6 6 6 3 3 6 3 5 6 6 4 6 5 4 3 6 3
split_gain=1.03164e+12 3.14262e+12 6.96049e+12 2.59605e+13 5.88613e+12 6.99401e+12 8.35758e+12 1.95544e+13 2.34258e+13 1.28074e+13 2.56951e+13 4.07472e+13 9.84638e+12 1.62905e+13 3.09483e+13 1.36137e+13 9.72396e+12 2.05368e+13 9.12413e+12 8.89539e+12 1.05082e+13 8.99109e+12 1.49964e+13 1.74509e+13 8.16837e+12 7.56883e+12 7.1107e+12 1.00757e+13 6.88119e+12 6.86308e+12
threshold=20.507515800000004 9.5000000000000018 8.5000000000000018 104.01000000000001 10.500000000000002 6.0000000000000009 54.724612400000005 3.5000000000000004 79.710000000000022 12.500000000000002 104.01000000000001 13.500000000000002 6.5000000000000009 65.805000000000021 73.41500000000002 61.025000000000006 8.5000000000000018 7.5000000000000009 72.50500000000001 9.5000000000000018 3.5000000000000004 90.045000000000016 87.395000000000024 14.500000000000002 49.485000000000007 2.5000000000000004 10.500000000000002 7.5000000000000009 106.49500000000002 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 29 12 11 -11 13 24 -15 -14 17 -13 -17 21 -21 22 23 -9 -8 -20 27 -23 -6 -3
right_child=-2 4 3 -5 28 -7 9 19 -10 10 -12 16 15 14 -16 18 -18 -19 25 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=181.56559448566554 -3.5573305733802592 28226.997390548902 -7223.1791559578487 -123513.14812500001 -2066.0522882914647 5231.0048557417795 7219.6920454545461 -15928.962432493014 93248.828385416666 -95238.451581325309 62620.763978794654 -24877.021369392642 12897.325262920675 135817.17271205358 5415.6547626201927 -99265.80203804349 -71814.920238095248 59372.438267299105 22647.657886904766 2196.628939636752 63337.287668918929 -36765.693616071432 78154.662092391314 59821.813839285722 -64877.83028231535 -55628.451197916671 -49968.921751708986 20725.654094328707 -41720.976006944446 -22026.106417410716
leaf_weight=11529 4053548 77 478 20 1587 5206 55 232 48 83 28 93 78 28 52 23 21 42 21 117 37 70 23 35 22 30 80 54 45 42
leaf_count=11529 4053548 77 478 20 1587 5206 55 232 48 83 28 93 78 28 52 23 21 42 21 117 37 70 23 35 22 30 80 54 45 42
internal_value=0 711.878 -318.423 -11893.5 2217.7 3547.94 -2751.16 3765.26 34277.4 -11971.4 -28012.9 -38631.1 1889.61 19453.9 51056.2 -16252.5 -8513.04 1333.92 -46977.9 -4098.21 16886.3 -10639.9 675.177 -5999.09 -13379.6 -23397.1 -26725.1 -11729.1 -3159.48 10490.6
internal_weight=0 20256 12027 498 8229 6597 1391 815 167 576 267 239 309 157 80 152 156 135 74 648 154 494 290 267 77 51 204 124 1632 119
internal_count=4073804 20256 12027 498 8229 6597 1391 815 167 576 267 239 309 157 80 152 156 135 74 648 154 494 290 267 77 51 204 124 1632 119
is_linear=0
shrinkage=0.1


Tree=2362
num_leaves=31
num_cat=0
split_feature=2 6 2 3 2 6 4 6 6 2 2 1 0 5 2 1 6 6 2 1 1 4 4 1 6 6 6 0 4 1
split_gain=9.70148e+11 6.80318e+12 2.33951e+13 2.53872e+13 2.79211e+13 2.04582e+13 3.7485e+13 3.84041e+13 3.38973e+13 2.91794e+13 2.46627e+13 3.66691e+13 2.03007e+13 1.79547e+13 1.74284e+13 1.81671e+13 1.72766e+13 2.74996e+13 2.61834e+13 2.23375e+13 4.06168e+13 3.02893e+13 2.32939e+13 5.15569e+13 3.39363e+13 3.68529e+13 3.11936e+13 5.12301e+13 2.78884e+13 2.38019e+13
threshold=3338.0000000000005 46.010000000000012 6082.0000000000009 1.5000000000000002 4395.5000000000009 69.015000000000015 3.5000000000000004 142.05000000000004 247.90000000000001 5261.5000000000009 5873.0000000000009 36.593086150000012 59.838047850000002 4.5000000000000009 5972.5000000000009 44.628646350000004 63.855000000000011 63.005000000000003 5062.5000000000009 30.509101000000005 36.555998300000006 15.500000000000002 8.5000000000000018 30.389265100000003 87.015000000000015 65.00500000000001 81.705000000000013 60.034792100000011 21.500000000000004 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 -7 -12 13 -3 16 -16 17 18 -5 22 21 -21 23 29 25 -25 -24 28 -28 -18
right_child=1 2 -4 14 5 6 7 8 -10 -11 11 -13 -14 -15 15 -17 19 -19 -20 20 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-40.623777227831596 -175.13864132137078 108.60672909755884 -114.28129141586217 588.07616144990266 -2013.290550244189 3702.8220497584657 2768.4854074537757 -158324.80937500001 -8243.665784143519 -16531.136530888405 3999.9867420014884 148754.20365885418 12509.31258387607 31007.94942888989 -72046.377801983181 12139.585151329922 -8352.4056127496351 13439.171241037002 3329.5706718600327 -13488.663154116344 490.97474503350645 7806.1534269136846 22192.808933943874 139111.62271205356 109212.56040544182 -5247.1195417131703 56209.701573261467 -29477.098216499082 763.76950013224291 -95875.817108154297
leaf_weight=2406287 712807 12187 639631 79262 16941 993 1024 34 27 3334 42 30 1614 191 26 1818 1071 2057 62158 3473 125443 827 1563 21 58 112 152 364 225 32
leaf_count=2406287 712807 12187 639631 79262 16941 993 1024 34 27 3334 42 30 1614 191 26 1818 1071 2057 62158 3473 125443 827 1563 21 58 112 152 364 225 32
internal_value=0 58.6216 233.152 938.464 -1544.58 -3731.78 -9040.48 -13099.2 -91895.5 -11996.3 7800.5 64314.2 1960.84 585.402 1262.96 10952.6 1198.41 1960.01 1793.04 378.93 163.392 -9393.13 8151.18 -2585.36 45382.2 17546.4 14181.2 -2717.87 23118.6 -10891.6
internal_weight=0 1.66752e+06 954710 315079 36417 22425 5484 4419 61 4358 1065 72 13992 12378 278662 1844 276818 143477 141420 133341 129743 4300 3598 1294 191 133 2304 741 377 1103
internal_count=4073804 1667517 954710 315079 36417 22425 5484 4419 61 4358 1065 72 13992 12378 278662 1844 276818 143477 141420 133341 129743 4300 3598 1294 191 133 2304 741 377 1103
is_linear=0
shrinkage=0.1


Tree=2363
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 4 1 0 4 4 1 6 1 7 5 3 1 1 1 4 4 6 1 1 4 0 0 4 0 4
split_gain=1.17455e+12 6.30942e+12 1.96986e+13 1.82576e+13 3.38922e+13 3.19067e+13 3.77319e+13 5.92802e+13 5.44395e+13 4.45185e+13 5.48967e+13 4.26233e+13 2.86738e+13 2.78301e+13 7.52736e+13 3.35359e+13 3.15095e+13 2.61056e+13 3.47203e+13 2.89092e+13 2.7975e+13 2.42411e+13 2.40909e+13 3.04284e+13 2.16937e+14 3.00447e+13 4.09743e+13 4.34818e+13 4.70802e+13 4.63781e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 19.500000000000004 37.310000000000009 13.500000000000002 30.410676000000006 59.990753350000013 7.5000000000000009 12.500000000000002 30.260128500000004 41.005000000000003 30.226173900000003 6.0000000000000009 1.5000000000000002 3.5000000000000004 30.389265100000003 30.330566300000005 30.303340300000002 5.5000000000000009 6.5000000000000009 37.505000000000003 30.260128500000004 30.277905650000005 11.500000000000002 59.982409200000006 59.91832440000001 12.500000000000002 59.939085000000013 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 22 6 7 8 17 -9 -11 12 -10 14 16 -15 -14 18 19 -6 -20 -7 -3 24 -24 26 -25 28 29 -28
right_child=-2 2 -4 -5 5 21 -8 9 11 10 -12 -13 13 15 -16 -17 -18 -19 20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=13.203676318548432 -36.863453601252488 9880.5307814787866 -452.59706296280797 -506.26787986566308 -14321.974209924261 37094.919660773026 -1678.1750607552069 -3649.0175278898955 -375.66055131392045 14247.21290952621 -160324.48531976747 -9564.4168118646539 62237.728327669181 8214.5677776174343 -46509.361264711857 33618.065931841367 -37831.03152225379 21205.865483430145 -30063.509766466865 48807.641786221589 -132683.27054687502 715.39187413243747 20707.053572418732 5988.1042806478317 -116730.64847871668 7509.9112214880624 -32411.241465045332 2973.1464763770864 -3398.0063728421856 -1503.3427772093355
leaf_weight=1200103 2768799 2769 56246 15738 213 190 1488 462 319 31 43 326 677 752 77 1682 33 308 232 110 30 5090 354 4371 170 4606 1526 3358 2989 712
leaf_count=1200103 2768799 2769 56246 15738 213 190 1488 462 319 31 43 326 677 752 77 1682 33 308 232 110 30 5090 354 4371 170 4606 1526 3358 2989 712
internal_value=0 78.2123 821.926 2295.27 3634.67 7853.68 12391.2 16345 19896 -15183.1 -87193.1 25036.3 28222.7 31055 47401.9 25769.5 57586.6 -2357.86 -14764.1 7177.28 -41813.9 2024.5 1194.3 -135.575 -23881.5 572.936 -1893.23 -5905.97 -11610.2 -22578.2
internal_weight=0 1.305e+06 104902 48656 32918 12063 6783 5295 4759 536 74 3866 3540 3221 787 2434 710 893 585 323 262 5280 20855 18086 524 17562 12956 8585 5227 2238
internal_count=4073804 1305005 104902 48656 32918 12063 6783 5295 4759 536 74 3866 3540 3221 787 2434 710 893 585 323 262 5280 20855 18086 524 17562 12956 8585 5227 2238
is_linear=0
shrinkage=0.1


Tree=2364
num_leaves=31
num_cat=0
split_feature=1 0 0 6 1 1 3 4 0 4 6 0 0 6 6 4 4 1 7 6 4 4 6 4 3 6 4 4 7 3
split_gain=1.19953e+12 2.62711e+13 5.92633e+13 1.09085e+14 1.11587e+14 2.03374e+14 1.98285e+14 1.6122e+14 1.48869e+14 1.29122e+14 1.13391e+14 1.08872e+14 1.04781e+14 9.33771e+13 1.16972e+14 9.26814e+13 1.24866e+14 8.99603e+13 1.18647e+14 8.58023e+13 7.52292e+13 7.24535e+13 9.11587e+13 7.12757e+13 1.13471e+14 6.78078e+13 6.1595e+13 1.02106e+14 5.94017e+13 5.39129e+13
threshold=30.425503950000003 59.91832440000001 59.882709350000006 48.025000000000013 30.323041000000003 30.315889700000003 6.5000000000000009 8.5000000000000018 59.898927250000007 8.5000000000000018 79.015000000000015 59.898927250000007 59.905532300000012 58.995000000000012 114.05000000000001 11.500000000000002 15.500000000000002 30.277905650000005 6.0000000000000009 55.405000000000008 18.500000000000004 9.5000000000000018 71.715000000000018 4.5000000000000009 2.5000000000000004 73.00500000000001 19.500000000000004 18.500000000000004 6.0000000000000009 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 26 5 17 7 -7 -8 -6 11 -11 -9 -10 -15 19 28 18 -5 -13 -18 -21 -23 24 -19 -24 27 -4 -17 -25
right_child=-2 -3 3 4 9 6 8 12 13 10 -12 15 -14 14 -16 16 20 23 -20 21 -22 22 25 29 -26 -27 -28 -29 -30 -31
leaf_value=-357.43293900645489 15.824555050876606 639.05467832346301 5328.1467342844035 -24163.282066151514 -47215.596058137111 -17227.217213126682 3681.9381800100346 31251.858473782773 6638.1110068873359 -8806.2735599458247 21882.475480279594 -11640.19591349284 161719.9904161072 153302.88218346864 -23800.297760719477 107518.0003524605 -158245.41097530245 -26879.257609953704 -108164.34960837339 42933.095689174108 -25636.462809244793 -154926.1588835204 96784.953515625006 -27090.125241631249 97608.399389648446 -110706.24727647571 -12369.960347768862 65060.664237440506 -19404.39987487793 -2793.05548395404
leaf_weight=123960 3754500 174722 5461 1221 1574 1057 218 267 76 1809 746 120 80 281 43 87 62 135 195 28 138 229 28 1311 160 36 1884 302 64 3010
leaf_count=123960 3754500 174722 5461 1221 1574 1057 218 267 76 1809 746 120 80 281 43 87 62 135 195 28 138 229 28 1311 160 36 1884 302 64 3010
internal_value=0 -186.071 -1183.21 -6146.97 -11730.5 -4481.56 22964.7 2188.52 70164.8 -23594.5 -12486.2 -22343.6 61331 106398 129798 -53264 -14919.8 -13681.9 -35731.2 -83782.8 -66745.2 -110752 -125439 -6918.03 40639.5 -19928.8 3326.84 8458.33 53723.1 -10164.8
internal_weight=0 319304 144582 20622 12975 8054 2022 1404 618 4921 3347 2601 347 400 324 792 351 6032 1416 441 200 321 293 4616 295 64 7647 5763 151 4321
internal_count=4073804 319304 144582 20622 12975 8054 2022 1404 618 4921 3347 2601 347 400 324 792 351 6032 1416 441 200 321 293 4616 295 64 7647 5763 151 4321
is_linear=0
shrinkage=0.1


Tree=2365
num_leaves=31
num_cat=0
split_feature=0 7 0 4 6 1 4 3 4 4 1 1 6 6 6 1 6 4 5 3 6 1 1 4 0 2 4 4 6 5
split_gain=1.21752e+12 1.94813e+13 8.22297e+13 1.92712e+14 6.60456e+13 5.0827e+13 8.0705e+13 8.07109e+13 8.28145e+13 1.73424e+14 2.95997e+14 7.89589e+13 1.09689e+14 6.75443e+13 2.41224e+14 5.68092e+13 5.47886e+13 5.42462e+13 4.98474e+13 4.88499e+13 4.44488e+13 4.26678e+13 4.19679e+13 8.82119e+13 1.73879e+14 1.0246e+14 1.64092e+14 9.68698e+13 8.49293e+13 1.47993e+14
threshold=59.939085000000013 6.0000000000000009 59.950512650000007 10.500000000000002 36.405000000000008 30.157841000000001 22.500000000000004 12.500000000000002 18.500000000000004 17.500000000000004 30.315889700000003 30.303340300000002 77.565000000000012 61.805000000000007 54.990000000000002 30.410676000000006 52.015000000000008 16.500000000000004 2.5000000000000004 1.5000000000000002 35.705000000000005 30.315889700000003 30.370944000000005 15.500000000000002 59.990753350000013 3338.0000000000005 12.500000000000002 17.500000000000004 95.045000000000016 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 4 -3 -5 7 8 9 17 -11 -10 -13 14 20 16 -9 18 -7 -4 -12 -20 -21 24 25 26 -24 -25 29 -28
right_child=1 2 19 5 -6 6 -8 15 11 10 13 12 -14 -15 -16 -17 -18 -19 21 22 -22 -23 23 27 -26 -27 28 -29 -30 -31
leaf_value=13.605214635693031 437.39365602777917 15277.179432091347 12930.18089380094 9727.3615467870404 -65124.005021057885 -20533.977624563777 26206.727651865003 -35515.515260074018 107360.18430266203 -75120.577207354087 4291.4209960937505 -47188.389943493705 -219196.53164658661 181777.04873991935 -147282.87391036184 72282.514582283271 -109204.06439269683 -60710.558493433862 137739.87142333985 627.33965424786925 158433.86733593751 13935.497636171145 -144784.99057374778 12359.656546110869 -3678.3177993027539 31626.36549516669 -27393.511712398027 -4885.1733720500242 43942.700831913768 -102244.02992919923
leaf_weight=3836210 155642 117 2574 1571 806 938 461 228 27 121 22 269 43 93 38 31 181 257 32 48712 125 214 141 4610 6793 217 1786 11102 133 310
leaf_count=3836210 155642 117 2574 1571 806 938 461 228 27 121 22 269 43 93 38 31 181 257 32 48712 125 214 141 4610 6793 217 1786 11102 133 310
internal_value=0 -219.671 -1467.56 -13193.2 -54932.3 -4909.95 -12375.9 -19167.3 -11278.8 -2910.89 55432.5 -56697.4 -70894.6 112256 77307.5 -58233.4 -68125.9 -19065.7 -10026.2 -611.833 135365 30040.1 -1084.13 -4406.66 -12080.5 -34143 -40164.9 174.569 -33546.9 -38464
internal_weight=0 237594 81952 5574 923 4651 3080 2619 2179 1840 399 339 312 278 185 440 409 1441 1184 76378 147 246 73804 25092 9380 2587 2370 15712 2229 2096
internal_count=4073804 237594 81952 5574 923 4651 3080 2619 2179 1840 399 339 312 278 185 440 409 1441 1184 76378 147 246 73804 25092 9380 2587 2370 15712 2229 2096
is_linear=0
shrinkage=0.1


Tree=2366
num_leaves=31
num_cat=0
split_feature=0 0 1 6 4 1 4 3 6 1 4 1 7 6 6 7 6 6 1 1 3 6 6 3 4 4 6 4 6 5
split_gain=1.08595e+12 1.61216e+13 6.60449e+13 3.77993e+13 7.15595e+13 7.39665e+13 7.6612e+13 6.14965e+13 5.32016e+13 6.9464e+13 8.19381e+13 7.77404e+13 7.20963e+13 6.74312e+13 7.26947e+13 7.71107e+13 5.65508e+13 4.87496e+13 4.01635e+13 5.0097e+13 5.78728e+13 1.49905e+14 7.56041e+13 5.84482e+13 4.73611e+13 8.21242e+13 3.84121e+13 3.84035e+13 3.64213e+13 5.27994e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 84.00500000000001 4.5000000000000009 30.323041000000003 8.5000000000000018 10.500000000000002 53.005000000000003 30.303340300000002 9.5000000000000018 30.277905650000005 6.0000000000000009 81.705000000000013 59.025000000000013 6.0000000000000009 64.805000000000021 100.05000000000001 30.277905650000005 30.303340300000002 4.5000000000000009 99.050000000000011 104.01000000000001 2.5000000000000004 10.500000000000002 11.500000000000002 56.205000000000005 7.5000000000000009 70.00500000000001 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 2 3 4 -2 8 -7 18 -6 10 11 16 26 14 15 27 -10 -9 -5 20 22 -22 23 -20 -21 -26 -13 -11 29 -16
right_child=1 -3 -4 7 5 6 -8 17 9 13 -12 12 -14 -15 28 -17 -18 -19 19 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=11.95072783078216 -67534.439699300143 16.023826993550166 -7008.0078261618291 80525.209108231706 -4253.4842842546086 180762.7331140351 5113.864879261364 160754.55912162166 271383.78690476192 56204.281911057689 122021.03239436621 100127.74032738095 69839.662403823386 184884.97293526787 -54177.141274921829 -13505.370457175928 62669.773805147066 -10783.821119791668 -154077.19897460938 8085.6911059950935 -208461.2278125 134733.64239955359 -244376.20224609377 34219.649540441176 -222478.166375 -23388.244847623966 -43617.157888454865 214791.58201013517 13187.73287394663 93382.322366898152
leaf_weight=3866640 96 192989 11184 41 756 57 44 37 21 26 142 21 132 21 238 54 34 30 32 449 20 35 32 34 25 121 162 37 267 27
leaf_count=3866640 96 192989 11184 41 756 57 44 37 21 26 142 21 132 21 238 54 34 30 32 449 20 35 32 34 25 121 162 37 267 27
internal_value=0 -223.056 -3478.07 9721.16 16839.4 20811.9 104242 -8032.83 16463.8 29714.5 57446 32663.2 13509.6 8522.66 2816.02 74182.1 142361 83946.3 -15843.5 -21125.7 -72160.7 9935.51 -118235 -57075.8 -8002.45 -57479 -27121.8 149343 -12879.2 -39142.8
internal_weight=0 207164 14175 2991 2135 2039 101 856 1938 1182 512 370 315 670 649 117 55 67 789 748 153 55 98 66 595 146 183 63 532 265
internal_count=4073804 207164 14175 2991 2135 2039 101 856 1938 1182 512 370 315 670 649 117 55 67 789 748 153 55 98 66 595 146 183 63 532 265
is_linear=0
shrinkage=0.1


Tree=2367
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 1 0 6 7 3 6 3 6 4 6 6 5 7 6 6 6 6 7 6 0 6 0 1 6 1
split_gain=1.10659e+12 1.53317e+13 6.05432e+13 4.68048e+13 3.5554e+13 5.40384e+13 3.10976e+13 4.51241e+13 2.51436e+13 2.01247e+13 4.25823e+13 4.66905e+13 2.29598e+13 2.00239e+13 1.97694e+13 1.94701e+13 2.33748e+13 1.91601e+13 1.84768e+13 1.65384e+13 1.56506e+13 1.63193e+13 4.69824e+13 2.98176e+13 4.29494e+13 1.62577e+13 3.37053e+13 1.66482e+13 1.93705e+13 4.74313e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.990753350000013 30.157841000000001 59.856552950000008 62.375000000000007 6.0000000000000009 6.5000000000000009 55.805000000000007 12.500000000000002 59.815000000000005 22.500000000000004 60.910000000000004 52.330000000000005 3.5000000000000004 6.0000000000000009 86.920000000000016 94.02500000000002 110.01500000000001 103.03500000000001 6.0000000000000009 91.02500000000002 60.028671700000011 82.00500000000001 60.002985000000002 30.226173900000003 59.815000000000005 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 14 17 -8 -4 18 -11 -12 -13 -1 -5 -10 -17 -3 -7 -9 21 23 -23 25 -25 27 -27 28 -6 -30
right_child=-2 3 8 4 20 9 7 19 15 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-296.90505744447813 8.9572034631507673 22819.613669922866 -2215.3421192735309 -69754.70595005581 5199.8245694845391 28991.811803051551 -14028.364473083026 -62340.120041232643 -13366.940147453797 31554.343828252939 189944.70885416667 153424.66164434524 33801.485167738974 9773.8193471025061 27791.375196887602 -37297.210939518925 48965.437215909093 -21434.582275993442 -69052.180264945651 -146269.38218749998 -55022.545610119058 -5226.8787215909097 150346.44458333333 -93361.073896059781 41379.16000434028 127038.34408892464 12069.85807100184 18534.444383029691 36969.626021205353 -42797.808200845087
leaf_weight=105557 3956930 247 1442 63 2335 117 389 108 1812 229 42 21 68 2012 31 653 33 162 23 30 42 55 30 69 36 34 102 770 105 257
leaf_count=105557 3956930 247 1442 63 2335 117 389 108 1812 229 42 21 68 2012 31 653 33 162 23 30 42 55 30 69 36 34 102 770 105 257
internal_value=0 -303.259 -554.485 4918.38 9212.21 31977.9 -15399.4 -31457 -12729.6 45055.8 57566.8 103039 62027.2 -108.539 -37585.3 -18799.1 -33147.6 5291.06 12884.6 -80585.6 5686.05 6358.28 49681.4 5365.17 -47164.4 6896.01 40812 5565.59 1862.95 -19660.8
internal_weight=0 116874 111509 5365 4429 594 936 527 3940 500 360 131 89 107569 94 2498 686 409 140 138 3835 3793 85 3708 105 3603 136 3467 2697 362
internal_count=4073804 116874 111509 5365 4429 594 936 527 3940 500 360 131 89 107569 94 2498 686 409 140 138 3835 3793 85 3708 105 3603 136 3467 2697 362
is_linear=0
shrinkage=0.1


Tree=2368
num_leaves=31
num_cat=0
split_feature=1 6 6 3 0 0 7 4 0 6 6 0 3 7 0 6 0 0 4 4 4 0 3 6 6 6 0 4 3 4
split_gain=1.05412e+12 3.00371e+12 1.78063e+13 1.29374e+13 8.4235e+12 1.23384e+13 2.65662e+13 8.54748e+12 8.36254e+12 1.19715e+13 1.6219e+13 8.98449e+12 8.09737e+12 8.04262e+12 7.85096e+12 7.73675e+12 1.40554e+13 7.1247e+12 6.47499e+12 5.80042e+12 7.37419e+12 5.74433e+12 4.92495e+12 4.71125e+12 4.18349e+12 6.1308e+12 4.1327e+12 3.48632e+12 9.26033e+12 1.75984e+13
threshold=20.507515800000004 38.405000000000008 39.355000000000011 8.5000000000000018 54.707511300000007 54.724612400000005 6.0000000000000009 4.5000000000000009 54.94613300000001 36.280000000000008 36.905000000000008 54.94428030000001 14.500000000000002 6.0000000000000009 54.73499850000001 38.805000000000007 54.932051950000009 54.724612400000005 5.5000000000000009 6.5000000000000009 3.5000000000000004 54.73499850000001 10.500000000000002 62.995000000000012 30.985000000000003 32.410000000000004 54.943815050000005 4.5000000000000009 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 4 3 14 13 6 7 -6 11 -10 -11 26 27 18 -3 -16 -17 23 -1 20 -15 -19 24 -14 -20 -26 -7 28 -4 -30
right_child=-2 2 12 -5 5 8 -8 -9 9 10 -12 -13 17 19 15 16 -18 21 22 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-10115.437889564038 -3.5958752741202602 16755.448815369607 14241.757072103117 -18157.788173036319 -8134.6421075994331 7005.4838765807071 -9049.9714762062631 -78154.47887369791 -59808.872218750003 58128.958795362909 -39339.382483552632 66517.668652343753 -13380.526211402532 -13309.47302684295 72241.756894841266 67774.762997808692 -14059.556468023256 93513.31657608696 -7509.4484850761219 -4127.5887686071883 42019.760985553075 20235.060625000002 -14663.719166324016 40160.397337962961 53462.84084012681 19493.372633844021 -21726.732819475448 -43.593440864925007 -21124.485139879711 5668.2204886816762
leaf_weight=92 4053548 256 649 74 22 472 563 84 50 31 38 24 42 39 63 41 43 23 39 1037 63 20 38 27 69 231 56 14626 313 1131
leaf_count=92 4053548 256 649 74 22 472 563 84 50 31 38 24 42 39 63 41 43 23 39 1037 63 20 38 27 69 231 56 14626 313 1131
internal_value=0 719.593 1222.16 20275 -2231.02 -8086.64 -17696.7 -63622.1 1494.74 -22549.1 4450.74 6678.11 682.191 2648.67 27332.1 45751.3 25883.4 27480.9 13669.9 -1889.49 20864.5 59430.4 19474.3 7570.27 23301 27306.4 3958.13 502.667 4319.97 -139.34
internal_weight=0 20256 17308 477 2948 1340 669 106 671 119 69 552 16831 1608 403 147 84 112 469 1139 102 43 377 69 339 300 528 16719 2093 1444
internal_count=4073804 20256 17308 477 2948 1340 669 106 671 119 69 552 16831 1608 403 147 84 112 469 1139 102 43 377 69 339 300 528 16719 2093 1444
is_linear=0
shrinkage=0.1


Tree=2369
num_leaves=31
num_cat=0
split_feature=6 5 6 0 0 3 4 1 4 0 4 0 3 4 0 4 4 1 3 6 1 1 0 4 4 0 3 3 6 3
split_gain=1.04184e+12 2.12636e+13 2.47215e+13 3.73594e+13 2.21888e+14 1.10608e+14 7.80498e+13 7.08698e+13 6.07428e+13 3.82133e+13 3.56526e+13 3.20976e+13 3.19076e+13 3.26146e+13 3.05717e+13 3.02328e+13 5.15118e+13 2.99156e+13 3.32342e+13 3.05636e+13 2.90586e+13 2.50967e+13 7.03004e+13 1.49577e+14 6.21247e+13 4.26955e+13 4.32594e+13 1.0275e+14 4.42305e+13 2.91165e+13
threshold=77.010000000000005 2.5000000000000004 78.605000000000004 57.634352600000007 59.848366150000011 8.5000000000000018 6.5000000000000009 30.362494150000003 15.500000000000002 59.950512650000007 16.500000000000004 56.288960650000007 8.5000000000000018 12.500000000000002 59.963561900000009 15.500000000000002 21.500000000000004 65.574968200000015 1.5000000000000002 99.050000000000011 30.315889700000003 65.534455000000023 57.174562350000009 7.5000000000000009 5.5000000000000009 57.14107305000001 2.5000000000000004 3.5000000000000004 108.05000000000001 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 11 5 -5 20 14 -7 12 -10 -2 13 -9 -8 -16 -17 21 -19 -20 -6 -4 23 24 -23 -25 -27 -28 -29 -24
right_child=1 -3 17 4 6 8 7 9 10 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 22 29 25 -26 26 27 28 -30 -31
leaf_value=-18.454075232959237 4292.3072729055448 384.29139440658878 -1954.6832146584654 -37068.905181927454 -20630.646229166668 -51271.87701612903 23876.960290459148 145375.41168277137 -281266.58689024393 32880.677698985812 -147709.73683894231 26154.822621095645 216808.56450000001 4559.2222925646556 -43372.275228436447 117343.65760135137 -39671.436637369799 18019.586781611863 -13902.173431285666 8552.199521720755 -115353.79318119519 19056.767433449073 -71425.970058283739 -5910.8001842331851 200796.31058467744 -45529.307123579551 187172.89591090428 13300.333457421875 138165.27744140624 38192.980104166665
leaf_weight=3595075 5073 421445 42975 143 75 31 358 38 41 109 39 774 25 29 185 37 48 421 4888 692 57 27 126 617 62 55 47 250 32 30
leaf_count=3595075 5073 421445 42975 143 75 31 358 38 41 109 39 774 25 29 185 37 48 421 4888 692 57 27 126 617 62 55 47 250 32 30
internal_value=0 138.583 -1669.12 3870.8 -12084.9 -95208.2 9885.32 21257.2 -170108 72938.8 -216158 7186.37 120399 84425.1 4715.87 -20690.3 28676.3 -2448.12 -9073.4 -11117.5 -61533.8 -1549.04 12441.8 21427.8 145662 10382 36560.9 50284.2 27469.4 -50345.4
internal_weight=0 478729 57284 7062 1215 254 961 829 111 201 80 5847 92 67 628 270 85 50222 6001 5580 132 44221 1246 1090 89 1001 384 329 282 156
internal_count=4073804 478729 57284 7062 1215 254 961 829 111 201 80 5847 92 67 628 270 85 50222 6001 5580 132 44221 1246 1090 89 1001 384 329 282 156
is_linear=0
shrinkage=0.1


Tree=2370
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 7 4 6 0 3 6 6 0 0 4 0 0 4 4 4 4 4 6 4 0 4 4 0 4 0
split_gain=9.69452e+11 1.36266e+13 4.96789e+13 7.09751e+13 2.25694e+14 7.03314e+13 7.36748e+13 9.43963e+13 6.60284e+13 6.4322e+13 6.30716e+13 5.59757e+13 5.2119e+13 1.28699e+14 1.36635e+14 1.55901e+14 1.07496e+14 1.16452e+14 1.09905e+14 1.0439e+14 1.04684e+14 7.5465e+13 8.37408e+13 6.75332e+13 1.83991e+14 6.59439e+13 6.52592e+13 5.69032e+13 5.31077e+13 5.13116e+13
threshold=30.242318500000007 30.260128500000004 24.500000000000004 23.500000000000004 6.0000000000000009 6.0000000000000009 10.500000000000002 52.015000000000008 60.028671700000011 3.5000000000000004 73.995000000000019 68.515000000000015 59.848366150000011 59.950512650000007 10.500000000000002 59.963561900000009 59.91832440000001 13.500000000000002 15.500000000000002 15.500000000000002 17.500000000000004 8.5000000000000018 128.05000000000004 7.5000000000000009 59.990753350000013 10.500000000000002 9.5000000000000018 59.856552950000008 12.500000000000002 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -8 9 -6 11 -11 19 16 15 26 17 27 21 -2 -21 -18 25 24 -17 -23 -15 -14 -29 -7
right_child=1 -3 -4 4 8 6 7 -9 -10 10 -12 -13 13 14 -16 23 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-283.84630129285608 4194.3899003392426 -3.7763508584248457 -8046.9518706276012 -13780.165033828416 -16010.493811446629 -14485.391146143776 583.35948756173161 -39214.017814113955 18550.138775221181 64340.542337228209 124903.7530974015 -88528.25228125001 21046.300915719057 -54629.681220488499 13166.461515950106 169171.89975130209 16890.66517472233 67241.866682191976 280684.10078124999 -172897.4977807971 -30230.426709346964 104471.92029813879 -118804.41672585228 -19575.988954961264 -22656.533314127606 32251.680917150687 -154547.78834994449 -22743.860932951036 -178304.22245244565 34121.588230861576
leaf_weight=116874 905 3940012 3359 1046 89 367 1192 1192 487 572 184 25 390 182 3041 75 415 271 21 69 202 374 22 961 150 191 102 479 23 532
leaf_count=116874 905 3940012 3359 1046 89 367 1192 1192 487 572 184 25 390 182 3041 75 415 271 21 69 202 374 22 961 150 191 102 479 23 532
internal_value=0 8.38384 2840.36 5537.49 21126.4 2179.64 -10116.1 -19315.3 48033.1 64536.7 73715.6 57939 7306.9 10716.4 1066.2 -23965.7 30630.4 9832.59 54274.5 -12109.3 -66555.3 49529.4 72604.6 -8029.61 41286.3 80057.6 -90515.8 -7609.02 -29871.1 14278.7
internal_weight=0 3.95693e+06 16918 13559 2403 11156 3283 2384 1357 870 781 597 7873 6697 4511 1470 2186 1163 1023 1176 271 1002 587 1186 225 565 284 892 502 899
internal_count=4073804 3956930 16918 13559 2403 11156 3283 2384 1357 870 781 597 7873 6697 4511 1470 2186 1163 1023 1176 271 1002 587 1186 225 565 284 892 502 899
is_linear=0
shrinkage=0.1


Tree=2371
num_leaves=31
num_cat=0
split_feature=3 6 6 2 4 0 0 4 1 0 7 0 0 0 1 1 1 4 0 0 1 1 6 1 1 4 0 6 6 1
split_gain=9.2629e+11 9.09451e+12 1.61991e+13 1.69606e+13 4.13525e+13 3.32145e+13 5.87351e+13 3.26754e+13 3.21512e+13 2.45026e+13 4.47105e+13 2.32423e+13 1.80909e+13 1.92757e+13 2.21613e+13 1.75285e+13 5.14654e+13 2.05512e+13 1.62674e+13 3.37894e+13 3.2329e+13 8.09421e+13 3.61973e+13 4.54715e+13 3.53856e+13 3.36882e+13 2.5546e+13 4.19589e+13 6.75498e+13 4.38101e+13
threshold=4.5000000000000009 95.045000000000016 101.02000000000002 36.000000000000007 9.5000000000000018 55.685785750000008 55.737027400000009 3.5000000000000004 37.682335600000009 55.801384500000005 6.0000000000000009 55.801384500000005 55.82518790000001 55.749683450000006 37.649344350000007 37.488790500000007 37.618684050000006 6.5000000000000009 44.249882500000005 45.055912800000009 39.703507450000011 39.718675700000013 105.00500000000001 39.873894000000007 39.079932600000006 5.5000000000000009 45.07004340000001 128.05000000000004 120.05000000000001 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 9 10 -8 -10 13 15 -15 17 -17 -9 20 -20 24 -22 23 25 -4 -23 27 28 29 -21
right_child=-2 2 18 -5 5 6 8 12 11 -11 -12 -13 -14 14 -16 16 -18 -19 19 26 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=91.869155966231048 -45.030205215169786 -63463.308649553568 38762.776271446077 -4325.7757158873883 -26897.482006455597 94215.416836191158 -144566.61387500001 -46730.371634615389 -18533.776450892859 32810.768623621327 31599.113588579967 -157704.84916294646 113981.68528988487 -41084.512234374997 54557.615978224741 172489.92982088414 24470.058465909093 83037.309782608703 -9855.1779088888652 -5002.7893429129472 77807.772734866347 159621.69201944041 1062.6958083805534 18120.022897832223 -57660.226783854167 11732.590885416668 -211.9213824778864 -16672.972585809428 134241.88227621824 55095.831580160273
leaf_weight=1853392 2153416 28 51 17541 337 77 25 26 28 153 34 21 38 50 47 41 55 23 3687 280 159 43 3220 433 150 24 39908 244 59 214
leaf_count=1853392 2153416 28 51 17541 337 77 25 26 28 153 34 21 38 50 47 41 55 23 3687 280 159 43 3220 433 150 24 39908 244 59 214
internal_value=0 50.4944 -1094.11 -3609.46 9172.7 -4682.01 17467.7 39536.1 -5174.31 11699.3 -43047.4 -78178.5 49836.1 39763.6 5257.55 62847 87686.9 14181 -132.842 -688.223 5909.92 7936.22 4949.78 29982.6 -33194.7 106646 142.106 17869.3 33110.3 21031.8
internal_weight=0 1.92039e+06 66996 18524 983 675 338 308 261 212 59 49 280 242 97 145 96 49 48472 44392 4080 3879 3720 500 201 67 40705 797 553 494
internal_count=4073804 1920388 66996 18524 983 675 338 308 261 212 59 49 280 242 97 145 96 49 48472 44392 4080 3879 3720 500 201 67 40705 797 553 494
is_linear=0
shrinkage=0.1


Tree=2372
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 6 6 0 6 0 0 0 3 4 1 4 0 4 6 4 7 3 6 1 1 6 1 0 6 0
split_gain=1.06672e+12 1.73891e+13 2.06676e+13 4.82086e+13 3.02526e+13 3.07208e+13 2.49369e+13 3.53842e+13 2.42926e+13 6.48141e+13 2.81282e+13 1.80019e+14 8.95834e+13 6.33823e+13 5.71764e+13 4.92018e+13 3.09521e+13 3.01603e+13 2.95932e+13 2.88779e+13 2.62661e+13 3.9979e+13 2.62519e+13 2.82924e+13 9.25088e+13 9.36338e+13 6.53548e+13 8.20563e+13 3.78779e+13 3.5703e+13
threshold=77.010000000000005 2.5000000000000004 45.067157700000003 45.059854000000009 37.780517050000007 87.395000000000024 91.02500000000002 44.739668300000005 78.605000000000004 45.07004340000001 57.634352600000007 59.848366150000011 8.5000000000000018 6.5000000000000009 30.362494150000003 15.500000000000002 59.950512650000007 29.500000000000004 77.565000000000012 16.500000000000004 6.0000000000000009 5.5000000000000009 125.02000000000002 44.628646350000004 47.899251850000006 79.015000000000015 43.997056950000008 56.288960650000007 83.010000000000005 60.05226170000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 17 12 -12 18 -15 -14 20 -11 -13 -17 21 -16 23 26 25 -25 28 -28 -10 -30
right_child=1 -3 8 -5 -6 6 7 -9 22 10 11 13 15 14 16 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-18.673091666674178 -29713.851540044387 362.42560374269198 132002.25753205127 24767.405528464926 1715.8811305922547 40982.288457180344 41437.178176012545 -30457.943019371814 2552.3763762627823 5615.8788242720893 -33362.494512640682 35868.735574776787 -46138.904536290327 4365.5176841006923 86263.148296440981 -253133.67221798783 29592.090314392655 95097.533737985708 -79952.303992638233 -132933.88543669874 40169.76373883929 259880.30689174111 8246.8224731784212 -116039.63621971929 -5488.9504298853062 -25098.704029557739 -23095.785235543539 47547.834544264944 -5767.1539514595006 -52752.896604956652
leaf_weight=3595075 642 421445 39 857 12599 131 95 245 7821 4305 143 28 31 628 36 41 109 38 104 39 35 21 1801 134 14031 730 234 553 11650 164
leaf_count=3595075 642 421445 39 857 12599 131 95 245 7821 4305 143 28 31 628 36 41 109 38 104 39 35 21 1801 134 14031 730 234 553 11650 164
internal_value=0 140.228 -1494.51 1757.9 319.801 -15483.6 3912.98 -10369.6 -2603.82 3537.5 2636.07 -10813.8 -85685.2 8975.31 19223.1 -153092 65644 6398.82 -55384.2 -194536 108358 150227 -3529.86 -4130.42 -7444.57 -39203 -1713.21 26543.3 -2845.77 -6419.4
internal_weight=0 478729 57284 14569 13712 1113 471 340 42715 5597 5558 1215 254 961 829 111 201 4343 132 80 92 57 37118 35317 14895 864 20422 787 19635 11814
internal_count=4073804 478729 57284 14569 13712 1113 471 340 42715 5597 5558 1215 254 961 829 111 201 4343 132 80 92 57 37118 35317 14895 864 20422 787 19635 11814
is_linear=0
shrinkage=0.1


Tree=2373
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 7 3 1 6 6 6 6 6 3 6 1 6 4 1 4 3 3 6 6 6 6 4 4 3 6
split_gain=9.74986e+11 1.8649e+13 4.29451e+13 4.75888e+13 4.03565e+13 6.81367e+13 5.73145e+13 3.77547e+13 5.08209e+13 4.12587e+13 3.0661e+13 3.01516e+13 8.69167e+13 3.7724e+13 2.96634e+13 2.73912e+13 2.40512e+13 2.68259e+13 2.31471e+13 5.02376e+13 7.09392e+13 4.44269e+13 3.99029e+13 4.01235e+13 3.37892e+13 3.60748e+13 2.46971e+13 5.79315e+13 3.467e+13 2.46148e+13
threshold=43.687280500000007 39.689978950000004 3.5000000000000004 55.015000000000008 57.715000000000011 6.0000000000000009 2.5000000000000004 39.625203600000013 42.875000000000007 33.805000000000007 55.015000000000008 47.420000000000009 45.005000000000003 7.5000000000000009 42.405000000000008 39.652459050000012 62.375000000000007 9.5000000000000018 39.703507450000011 18.500000000000004 7.5000000000000009 10.500000000000002 53.310000000000009 52.610000000000007 75.605000000000004 86.920000000000016 12.500000000000002 13.500000000000002 3.5000000000000004 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 2 3 -1 7 6 -6 8 9 -4 11 12 14 -14 -9 -7 17 -8 19 20 22 -21 23 26 29 -26 -3 28 -28 -22
right_child=-2 18 4 -5 5 15 16 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5679.3214861187553 7.5937464108575758 5153.6700043076862 64062.675237165182 97248.700976562512 16335.558876995708 5059.6972439236115 -67140.225468749995 -6498.8915114767378 124420.75398632813 -116696.35393172555 82789.748575367659 -44067.06797547829 29478.001012073866 207400.82977764425 -69993.426998939045 144766.17812500001 -62343.951745307742 -202018.9262190194 -353.64606949896211 4896.1160511363641 44877.100192729005 -196071.76420454547 -19889.855595952555 150360.67686011907 209680.52437500001 38038.160546874999 8368.263916015625 -51616.98044136243 136186.68062531002 -46464.707812500004
leaf_weight=112 3977958 953 28 75 86 36 30 803 50 23 34 254 22 26 81 23 246 29 91746 22 378 22 531 21 25 24 32 39 63 32
leaf_count=112 3977958 953 28 75 86 36 30 803 50 23 34 254 22 26 81 23 246 29 91746 22 378 22 531 21 25 24 32 39 63 32
internal_value=0 -315.168 -9974.32 35602 -14786.7 -40650.5 -55766 -5976.19 52780 -17456.1 -10840.4 -13524.6 -5200.79 125853 -12316.8 59521.5 -76096.3 -133437 -113.73 10162.3 12380.2 -95587.8 2649.17 13450.8 47127.7 125611 10805.8 51003.6 93132.1 37748
internal_weight=0 95846 1958 187 1771 450 391 1321 101 51 1220 1186 932 48 884 59 305 59 93888 2142 2098 44 1639 1108 459 49 1087 134 95 410
internal_count=4073804 95846 1958 187 1771 450 391 1321 101 51 1220 1186 932 48 884 59 305 59 93888 2142 2098 44 1639 1108 459 49 1087 134 95 410
is_linear=0
shrinkage=0.1


Tree=2374
num_leaves=31
num_cat=0
split_feature=1 6 6 4 4 4 6 6 6 6 3 0 3 4 7 0 6 3 4 4 6 7 0 0 3 6 6 0 4 6
split_gain=9.2193e+11 3.05989e+12 2.59501e+13 4.40259e+13 2.23086e+13 1.89505e+13 1.49427e+13 1.20784e+13 1.06472e+13 1.94518e+13 1.32906e+13 1.81651e+13 1.34249e+13 1.6566e+13 1.18888e+13 1.12896e+13 8.91473e+12 1.39065e+13 7.27686e+12 2.52134e+13 2.48064e+13 1.59884e+13 1.77574e+13 2.86438e+13 1.52957e+13 2.72841e+13 1.92939e+13 1.75239e+13 1.18746e+13 1.68233e+13
threshold=20.507515800000004 76.00500000000001 74.615000000000009 6.5000000000000009 4.5000000000000009 8.5000000000000018 75.605000000000004 75.010000000000005 78.605000000000004 78.010000000000005 7.5000000000000009 54.724612400000005 4.5000000000000009 9.5000000000000018 6.0000000000000009 54.947759400000002 79.015000000000015 5.5000000000000009 6.5000000000000009 4.5000000000000009 61.025000000000006 6.0000000000000009 54.932051950000009 54.944948950000004 2.5000000000000004 73.41500000000002 70.50500000000001 54.724612400000005 11.500000000000002 60.605000000000011
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 18 4 6 -5 -4 -6 9 10 12 -12 15 -14 -11 -3 17 -10 19 20 -1 22 -21 -24 25 26 27 -20 29 -29
right_child=-2 8 3 5 7 -7 -8 -9 16 14 11 -13 13 -15 -16 -17 -18 -19 24 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1176.1592599590726 -3.3628551640829252 3728.6147138175315 76598.827083333337 -69224.427130681826 185935.3475390625 16420.453061810662 -34990.693749999999 90351.873965845356 5294.5284993489586 -4272.2307210286463 58040.420796130951 -15021.832659417232 -100302.68966346154 -14085.113506610578 -89623.340666976641 -72228.5504971591 -526.46924979411267 101306.75372869318 2276.904115102755 -25550.157934909006 30359.058950301791 3022.4243102362475 46219.345758928575 -28781.19260392099 242.24040261239358 93426.284129574429 -48449.93258408369 19280.572765834946 7967.0565305350628 61858.743324130635
leaf_weight=1119 4053548 177 30 33 20 119 20 39 48 24 63 74 39 52 51 22 4016 22 1291 865 321 459 98 106 10234 38 59 307 377 133
leaf_count=1119 4053548 177 30 33 20 119 20 39 48 24 63 74 39 52 51 22 4016 22 1291 865 321 459 98 106 10234 38 59 307 377 133
internal_value=0 672.961 1338.05 32606.2 81106.2 -2173.5 31963 122753 -1598.32 -15342 -7092.19 18576.1 -19218.3 -51035.5 -62311 -4668.66 90.2069 35469.8 808.359 -3640.76 5853.57 -12588.3 -19291.1 7248.48 1869.94 9424.52 7951.48 9530.08 20991.3 32150.8
internal_weight=0 20256 15668 261 109 152 50 59 4588 502 427 137 290 91 75 199 4086 70 15407 2968 1440 1528 1069 204 12439 2205 2167 2108 817 440
internal_count=4073804 20256 15668 261 109 152 50 59 4588 502 427 137 290 91 75 199 4086 70 15407 2968 1440 1528 1069 204 12439 2205 2167 2108 817 440
is_linear=0
shrinkage=0.1


Tree=2375
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 1 1 0 4 6 4 6 1 1 1 6 6 6 4 1 6 3 6 1 0 1 6 7 4
split_gain=9.23768e+11 1.9951e+13 6.9498e+13 3.65099e+13 7.01661e+13 6.83021e+13 4.74759e+13 6.74747e+13 6.06507e+13 2.96109e+13 2.86295e+13 2.72992e+13 4.22602e+13 4.37327e+13 3.51074e+13 4.66481e+13 2.28751e+13 2.27745e+13 2.12149e+13 3.26899e+13 4.00163e+13 2.02362e+13 1.99323e+13 1.88894e+13 1.84974e+13 4.03217e+13 3.2195e+13 2.68016e+13 1.66556e+13 1.80441e+13
threshold=56.760749800000006 56.520242650000007 25.500000000000004 60.571186450000006 60.307188350000011 48.411058050000008 60.66055595000001 60.636764050000004 56.638205000000006 30.500000000000004 106.49500000000002 5.5000000000000009 53.705000000000005 38.782330450000011 37.234509300000006 47.800771000000005 83.820000000000007 71.030000000000015 89.00500000000001 4.5000000000000009 47.504912950000005 70.00500000000001 1.5000000000000002 69.605000000000004 60.770858000000011 56.685611200000004 61.511492200000006 73.995000000000019 6.0000000000000009 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 5 11 7 -5 -8 -4 24 12 -3 -14 -13 16 -16 -6 -15 -20 -21 -7 -22 28 -10 26 -26 -27 -17 -30
right_child=-2 2 9 6 17 21 8 -9 10 -11 -12 14 13 18 15 23 -18 -19 19 20 22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=5.3671836564083168 90.486750913486063 -923.6662175038573 119227.49563316231 -14080.97406336508 17609.61455266616 -17765.643729378109 -29337.964770093706 -68877.337348747256 6570.2545456208582 7771.2360536317574 -89308.709417889579 14497.337585687135 -19271.326426493 11470.724341539497 -22486.627586238508 1438.4051663616181 -105931.58970588236 61126.789467700561 79197.813761056954 -85019.564659926473 -34697.075327280407 -57072.151921284283 46168.558986068463 -10138.400748410477 25363.445424524944 -9523.8716123081977 -834.74981125656871 -45459.532627214707 -24668.459787612825 -4012.4690092018336
leaf_weight=3143735 883529 10671 67 1839 1173 1558 865 256 2267 37 37 1039 446 3836 973 7772 34 134 121 34 37 143 173 2994 576 2825 2527 224 483 3399
leaf_count=3143735 883529 10671 67 1839 1173 1558 865 256 2267 37 37 1039 446 3836 973 7772 34 134 121 34 37 143 173 2994 576 2825 2527 224 483 3399
internal_value=0 -25.0598 -2080.38 -2263.25 -662.307 -1543.65 -7174.36 -20776.9 -4117.04 79574.8 -1537.09 -506.088 2542.49 10501.9 -3303.39 -4484.8 -25304 22071.2 13662.8 36700.4 15625.8 -21070.1 31920.8 -3053.55 -1151.35 -3996.74 4028.34 -12163.9 -1233.39 -6582.5
internal_weight=0 3.19028e+06 46540 46436 35020 33713 11416 2095 9321 104 8456 32012 15318 4647 16694 15655 1007 1307 4201 365 244 1701 210 14648 8419 6152 3103 3049 11654 3882
internal_count=4073804 3190275 46540 46436 35020 33713 11416 2095 9321 104 8456 32012 15318 4647 16694 15655 1007 1307 4201 365 244 1701 210 14648 8419 6152 3103 3049 11654 3882
is_linear=0
shrinkage=0.1


Tree=2376
num_leaves=31
num_cat=0
split_feature=2 2 6 4 4 6 0 6 6 4 7 4 1 6 4 3 0 4 3 6 0 4 4 5 6 4 6 4 6 1
split_gain=1.00045e+12 1.30983e+13 2.27606e+13 1.00263e+13 1.04472e+13 1.09634e+13 1.54296e+13 1.03182e+13 9.41319e+12 1.61041e+13 8.04347e+12 9.05488e+12 8.7886e+12 1.3065e+13 7.91012e+12 7.86248e+12 7.75987e+12 6.99429e+12 6.73679e+12 5.91857e+12 7.5681e+12 6.588e+12 5.78123e+12 5.47388e+12 5.45723e+12 8.69324e+12 6.06093e+12 8.30434e+12 8.33748e+12 5.3792e+12
threshold=10180.500000000002 10876.500000000002 50.995000000000012 3.5000000000000004 8.5000000000000018 82.905000000000015 48.179569850000007 120.05000000000001 103.03500000000001 12.500000000000002 6.0000000000000009 12.500000000000002 83.971434050000013 72.50500000000001 10.500000000000002 3.5000000000000004 56.520242650000007 15.500000000000002 9.5000000000000018 38.405000000000008 56.520242650000007 6.5000000000000009 16.500000000000004 2.5000000000000004 114.05000000000001 17.500000000000004 78.605000000000004 13.500000000000002 88.825000000000003 41.966773150000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 10 -10 11 12 -6 -14 -12 -13 23 -16 22 -2 21 -21 29 -8 25 26 -20 28 -28 -3
right_child=1 18 3 4 7 -7 16 -9 9 -11 14 15 13 -15 17 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.3555286831642617 -9599.5874598346472 -2794.2519867187571 -19901.847130055146 -5496.1087916870119 -1236.7229687192905 52839.904108943505 65917.670911634297 -42101.626019965275 4706.4939813467172 124062.89529296875 76062.102887616842 -49904.489939135179 11156.547463048892 51755.088918148896 -8467.1687744140636 -2231.7483177745412 -8133.7329956054691 29966.651808116203 -5267.9708610297967 -3472.4247452235463 -19573.988714501167 16602.514517633143 52523.278321475074 29471.784624915996 31329.19406485722 -72031.660929361984 -49951.239970439194 -85522.722877038061 17645.646712239584 732.00525819482209
leaf_weight=4042576 694 5393 85 150 318 129 74 36 26 20 28 43 344 103 64 177 32 182 419 303 124 355 21 93 29 24 37 23 36 21866
leaf_count=4042576 694 5393 85 150 318 129 74 36 26 20 28 43 344 103 64 177 32 182 419 303 124 355 21 93 29 24 37 23 36 21866
internal_value=0 563.839 6442.43 13667.5 15236.2 27929.8 18722.3 10711.5 12168.5 56600.6 10545 6329.38 11471 20511.5 25699.9 -11549.6 36977.4 19967.6 -149.664 -2877.74 3087.69 7358.28 74.7659 45621.5 -10928.6 -13202.3 -10460.7 -33124.7 -16615.8 34.3602
internal_weight=0 31228 3380 1904 1819 478 349 1341 1305 46 1259 985 765 447 274 220 199 246 27848 1476 782 658 27280 167 568 539 515 96 73 27259
internal_count=4073804 31228 3380 1904 1819 478 349 1341 1305 46 1259 985 765 447 274 220 199 246 27848 1476 782 658 27280 167 568 539 515 96 73 27259
is_linear=0
shrinkage=0.1


Tree=2377
num_leaves=31
num_cat=0
split_feature=4 6 6 1 0 0 3 0 4 5 6 1 1 0 4 4 6 1 1 0 1 6 1 6 4 0 0 1 1 5
split_gain=9.6935e+11 8.20522e+12 1.99284e+13 5.9889e+13 1.31703e+14 6.57092e+13 5.30627e+13 5.23916e+13 5.04269e+13 1.05719e+14 7.53465e+13 4.9856e+13 4.49719e+13 5.37577e+13 9.93172e+13 4.28774e+13 4.24601e+13 4.68158e+13 5.25792e+13 3.72586e+13 5.69629e+13 5.05262e+13 4.87602e+13 4.43654e+13 3.91382e+13 4.07554e+13 4.80361e+13 3.99658e+13 3.65774e+13 4.85761e+13
threshold=10.500000000000002 75.010000000000005 86.920000000000016 38.066230450000006 55.768246800000007 55.79439725000001 1.5000000000000002 55.749683450000006 5.5000000000000009 2.5000000000000004 82.00500000000001 40.377616600000003 37.702956500000006 55.759969450000007 7.5000000000000009 9.5000000000000018 76.00500000000001 37.897576350000001 37.873748150000004 55.81943720000001 30.452677500000004 80.720000000000013 30.472130500000002 80.030000000000015 8.5000000000000018 59.950512650000007 59.933037250000005 30.242318500000007 82.860505900000007 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 12 7 -6 11 9 10 -9 -5 -3 -14 -15 -7 -8 18 19 -18 21 23 -22 -21 25 26 -25 -26 -13 -30
right_child=-2 2 -4 5 6 15 16 8 -10 -11 -12 28 13 14 -16 -17 17 -19 -20 20 22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-25.231806575299572 -63.036257369530759 -6916.2739266632607 -134.22543625817571 9470.241995227736 -11245.521536899705 -3265.3169437834631 -10908.300721542691 36706.759573739037 31572.538216176777 -35660.114714647811 262299.16078125004 -236.4049282460835 -18936.87498465454 29481.010156250002 -190154.5565546875 5561.3662136424391 26850.304068473419 -33263.163320041233 115556.63199728262 16443.367480551962 -46496.849505615239 3969.1360657248388 -939.38345575362712 26679.387344942748 -703.96489583333334 -33017.604749891492 149577.92886904764 132209.6853016729 -6766.6272490315305 8163.4826860365138
leaf_weight=2268577 1525805 9451 168872 14237 2054 21039 1333 57 1315 309 20 21230 2676 35 50 7453 1004 270 46 3044 256 4143 2855 131 30 72 42 92 2557 14749
leaf_count=2268577 1525805 9451 168872 14237 2054 21039 1333 57 1315 309 20 21230 2676 35 50 7453 1004 270 46 3044 256 4143 2855 131 30 72 42 92 2557 14749
internal_value=0 37.7477 549.067 1592.84 -2443.76 2934.9 3715.06 4970.21 22244.1 -9535.51 95302.2 4413.43 -10196.3 -21423.7 -99716.4 -956.414 6022.4 7905.47 8854.3 8433.67 6699.93 11390 -4688.25 20403.3 53248.4 30204.1 56516 99526 2545.21 5957.53
internal_weight=0 2.548e+06 279422 110550 27584 82966 15372 54474 1701 386 77 52773 12212 2761 85 28492 13318 11985 11715 11669 10665 7554 3111 3411 367 245 173 122 38536 17306
internal_count=4073804 2547999 279422 110550 27584 82966 15372 54474 1701 386 77 52773 12212 2761 85 28492 13318 11985 11715 11669 10665 7554 3111 3411 367 245 173 122 38536 17306
is_linear=0
shrinkage=0.1


Tree=2378
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 4 0 6 3 1 5 1 4 1 4 4 0 0 0 1 1 0 7 4 3 3 4 1 0 0
split_gain=1.03874e+12 5.13833e+12 8.57605e+12 1.36592e+13 1.16523e+13 1.19039e+13 1.34663e+13 1.1034e+13 1.27798e+13 8.77884e+12 2.06778e+13 1.66231e+13 1.4411e+13 1.1279e+13 1.12813e+13 8.0692e+12 1.89392e+13 3.37394e+13 2.50174e+13 5.44429e+13 4.5678e+13 4.16838e+13 4.79237e+13 2.32141e+13 1.92317e+13 1.73549e+13 1.61228e+13 1.56538e+13 2.53034e+13 2.24221e+13
threshold=41.505000000000003 40.015000000000008 43.687280500000007 43.550475500000012 40.905000000000008 7.5000000000000009 43.6005307 41.285000000000004 2.5000000000000004 39.723160900000003 1.5000000000000002 39.749243900000003 6.5000000000000009 39.712886600000012 13.500000000000002 12.500000000000002 55.696737300000009 55.60524465000001 55.858844800000007 37.442254400000003 37.401708450000008 55.850146250000009 6.0000000000000009 13.500000000000002 13.500000000000002 3.5000000000000004 18.500000000000004 60.636764050000004 57.14107305000001 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 13 11 12 -11 -10 -15 -4 17 -17 19 20 26 -21 -23 -19 -24 -22 -18 -20 29 -29
right_child=-2 2 15 4 7 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 18 23 27 21 25 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.8927000254782556 -34.666860625896 -1031.8462310261373 1183.1543459830705 144685.81622023811 -20133.362028874581 9754.8342187500002 44904.710999177631 61972.529964571229 28502.576739594435 50714.158017113099 -7142.7397194602281 25512.154967244467 165291.84825067935 -64175.779839124181 27152.264211309528 -873.52867442048375 -11877.074760670381 -61244.540489130435 -1496.699365824715 1343.5568426455052 128258.97035714285 -26517.035205078126 90490.676115219481 -10259.948319392568 17054.264213966839 53147.114871071644 23665.872029531005 5582.4744018595238 21932.910571033754 -17105.113736318915
leaf_weight=1158149 2768799 605 86012 21 111 40 38 43 66 21 66 48 23 38 21 30871 170 92 15471 5258 35 71 131 3048 49 254 512 2446 765 530
leaf_count=1158149 2768799 605 86012 21 111 40 38 43 66 21 66 48 23 38 21 30871 170 92 15471 5258 35 71 131 3048 49 254 512 2446 765 530
internal_value=0 73.5519 630.791 9266.68 20891 51868.4 80420 13873.2 8623.75 19903 35568.8 66209.7 110607 101.504 -31669.2 563.169 -330.023 -1878.03 1719.22 7092.27 28925.1 3244.08 43056.7 -11753.8 70499.7 62243.7 14806.2 -93.0532 5711.76 1542.01
internal_weight=0 1.305e+06 146856 1141 536 99 59 437 394 283 158 92 44 125 59 145715 59703 34011 25692 6480 971 5509 251 3140 180 289 682 19212 3741 2976
internal_count=4073804 1305005 146856 1141 536 99 59 437 394 283 158 92 44 125 59 145715 59703 34011 25692 6480 971 5509 251 3140 180 289 682 19212 3741 2976
is_linear=0
shrinkage=0.1


Tree=2379
num_leaves=31
num_cat=0
split_feature=3 4 3 6 5 0 0 1 0 1 1 6 4 1 0 6 6 6 3 7 0 0 0 4 4 6 6 1 4 3
split_gain=9.63998e+11 1.13048e+13 1.30028e+13 1.04846e+13 2.33784e+13 2.88468e+13 2.1984e+13 5.6927e+13 5.34677e+13 5.04138e+13 4.66273e+13 3.32528e+13 2.8671e+13 3.42497e+13 2.66356e+13 2.88591e+13 3.46171e+13 2.58891e+13 2.7422e+13 2.5783e+13 7.78982e+13 2.71932e+13 2.09474e+13 3.72012e+13 5.06762e+13 4.45417e+13 4.11005e+13 3.26937e+13 2.08375e+13 2.62473e+13
threshold=12.500000000000002 7.5000000000000009 19.500000000000004 64.015000000000015 1.5000000000000002 53.310923100000004 59.982409200000006 30.389265100000003 59.939085000000013 30.452677500000004 30.260128500000004 52.330000000000005 22.500000000000004 30.323041000000003 59.963561900000009 51.805000000000007 52.330000000000005 56.805000000000007 14.500000000000002 6.0000000000000009 59.963561900000009 59.963561900000009 60.01610465000001 19.500000000000004 16.500000000000004 55.805000000000007 61.805000000000007 30.260128500000004 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 2 -2 4 -3 -6 7 8 28 14 -10 -8 19 -14 15 -9 -17 18 -16 20 -12 -21 23 24 -13 -26 27 -27 -7 -30
right_child=1 3 -4 -5 5 6 11 9 10 -11 12 22 13 -15 17 16 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-17.326225911796559 62791.475882332787 -208.96625904330264 -30923.926787109376 -634.3045850907647 4860.0388094556019 -648.24956862231932 15236.586713050181 -10929.282485159691 14636.609016927085 614.02908597626038 98136.127280405417 -3759.7820694313909 26291.317218787928 -45868.648869172823 26759.705849095393 99210.797063078717 17361.659552734985 12803.952981686283 138071.41384139154 -97466.511146953329 -71928.816540404034 -24355.681049661078 -1570.4255173888369 -1785.9902938272353 -2412.1463791181459 8338.7646240234371 19549.786385264295 119240.4943098129 -22778.868509488184 11982.537918795073
leaf_weight=3615175 57 209368 20 128958 21499 2983 2540 369 168 82935 37 266 103 182 38 54 1199 77 53 202 99 68 4773 856 106 32 94 157 1063 273
leaf_count=3615175 57 209368 20 128958 21499 2983 2540 369 168 82935 37 266 103 182 38 54 1199 77 53 202 99 68 4773 856 106 32 94 157 1063 273
internal_value=0 136.575 38449.8 130.142 429.241 1540.65 817.813 350.314 -9828.49 972.395 -32614.1 5580.91 -44101.9 -19789.8 17576.3 13650.5 20889.1 55479.5 91589.6 -61168.3 -25661.1 -79053.4 1678.08 11939.6 29877.1 52878.1 73587.6 100463 -5296.7 -15675.7
internal_weight=0 458629 77 458552 329594 120226 98727 89903 5178 84725 859 8824 691 285 1790 1622 1253 168 91 406 136 270 6284 1511 655 389 283 189 4319 1336
internal_count=4073804 458629 77 458552 329594 120226 98727 89903 5178 84725 859 8824 691 285 1790 1622 1253 168 91 406 136 270 6284 1511 655 389 283 189 4319 1336
is_linear=0
shrinkage=0.1


Tree=2380
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 6 3 4 1 4 1 7 6 6 6 4 4 1 6 4 6 1 1 3 6 6 3 4 1 7
split_gain=1.02606e+12 1.2853e+13 5.4059e+13 3.42123e+13 3.4946e+13 3.97461e+13 5.33805e+13 4.12496e+13 5.76119e+13 5.9522e+13 5.42458e+13 1.61492e+14 5.28194e+13 7.10824e+13 4.91418e+13 4.48647e+13 1.16571e+14 9.87183e+13 7.79486e+13 3.95345e+13 3.58337e+13 3.26031e+13 4.06895e+13 4.68023e+13 1.21376e+14 6.13105e+13 4.72042e+13 3.95301e+13 6.43064e+13 6.65667e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 22.500000000000004 32.515000000000008 84.00500000000001 10.500000000000002 4.5000000000000009 30.323041000000003 8.5000000000000018 30.315889700000003 6.0000000000000009 71.030000000000015 64.805000000000021 49.895000000000003 7.5000000000000009 5.5000000000000009 30.277905650000005 76.00500000000001 8.5000000000000018 101.02000000000002 30.277905650000005 30.303340300000002 4.5000000000000009 99.050000000000011 104.01000000000001 2.5000000000000004 7.5000000000000009 30.315889700000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 -6 10 -10 15 12 13 14 -12 16 -9 -18 -17 -13 -8 -7 23 25 -25 26 -23 -24 29 -29
right_child=1 -3 -4 -5 5 6 20 8 9 -11 11 19 -14 -15 -16 18 17 -19 -20 -21 -22 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=11.616549789018546 -75702.743866356381 -3.3467415231555644 -6316.7959734044534 -103238.8211154514 -48267.944260475859 72698.106993140245 140784.68707932692 65239.078046825685 162671.26131184897 6835.4975654069776 20275.043059593023 -171185.90085227275 212903.69622395837 -51458.700277777782 162974.74811079548 32905.539108678939 126829.88102022058 -54128.689545916794 132722.63691850143 -33459.537458662555 -10774.919921875 -138408.26357421876 29575.947491176241 -187567.42726562501 121247.52075892857 -219903.45937500001 30810.164246323533 -104716.77200066618 6822.2005285192417 73572.015171874998
leaf_weight=3866640 47 192989 11184 27 88 41 39 198 57 43 43 22 24 45 55 705 34 266 88 396 26 32 197 20 35 32 34 129 243 25
leaf_count=3866640 47 192989 11184 27 88 41 39 198 57 43 43 22 24 45 55 705 34 266 88 396 26 32 197 20 35 32 34 129 243 25
internal_value=0 -216.819 -3123.18 8818.43 9839.19 11217.5 -6940.15 18721.6 21704.9 95661.9 17762.7 -7498.43 75625.7 52586 100362 29209.4 5685.39 -33620.1 43982.3 -40708.3 80160.8 -14124.9 -18890.3 -64876.6 8951.18 -106311 -51235.1 -7045.3 -25217.6 -75773.8
internal_weight=0 207164 14175 2991 2964 2917 853 2064 1976 100 1876 585 167 143 98 1291 498 300 793 418 65 788 747 153 55 98 66 594 397 154
internal_count=4073804 207164 14175 2991 2964 2917 853 2064 1976 100 1876 585 167 143 98 1291 498 300 793 418 65 788 747 153 55 98 66 594 397 154
is_linear=0
shrinkage=0.1


Tree=2381
num_leaves=31
num_cat=0
split_feature=6 6 4 4 4 2 6 1 2 6 1 6 1 3 1 3 0 1 4 1 4 4 6 0 0 5 1 4 1 5
split_gain=9.93681e+11 8.00976e+12 1.39998e+13 1.17212e+13 1.70643e+13 4.71361e+13 6.26621e+13 2.19158e+13 2.625e+13 1.86873e+13 2.55585e+13 3.01252e+13 2.02552e+13 4.44946e+13 2.93596e+13 1.85081e+13 1.57401e+13 1.43729e+13 3.56025e+13 2.89675e+13 4.05509e+13 2.03333e+13 1.73586e+13 1.97213e+13 1.70985e+13 1.68043e+13 1.5186e+13 4.5393e+13 3.93138e+13 3.23951e+13
threshold=39.005000000000003 37.310000000000009 34.500000000000007 24.500000000000004 23.500000000000004 9651.0000000000018 37.995000000000012 37.702956500000006 75.000000000000014 37.995000000000012 37.631035900000008 38.605000000000011 37.600779750000008 11.500000000000002 37.46219940000001 14.500000000000002 59.982409200000006 30.330566300000005 14.500000000000002 30.315889700000003 7.5000000000000009 5.5000000000000009 37.505000000000003 59.933037250000005 59.950512650000007 1.5000000000000002 38.109452700000006 10.500000000000002 37.425454150000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 12 -11 15 14 -14 -6 -12 -5 18 19 -3 21 -21 23 -20 -25 -22 27 28 -19 -30
right_child=-2 2 -4 16 5 6 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 26 22 20 25 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-44.658354760953443 -28.537513575881299 6900.0434047757317 -26441.309842079565 5527.2815937180894 6101.72957245004 -60943.941152283282 11672.099357572515 45053.539164566537 2146.417052743569 -11607.149110765506 -68094.695937500001 -98304.123771828105 173500.31125710229 -11241.129412841798 -90154.309377872254 59860.56158353365 -2670.2058510933675 -304.84854971854992 -1719.3167944071529 2497.3153277853262 36275.389287352649 -86149.545399305556 -5192.5151537706561 80287.989214728877 17801.153093241872 123483.43277853262 1104.1416751058975 858.2814441165001 -14538.000553778817 2128.9094525698333
leaf_weight=838851 3054110 4643 190 9987 466 323 188 155 1780 1202 20 76 22 32 34 26 3060 6464 277 92 562 36 3463 68 123 23 105088 35344 5628 1471
leaf_count=838851 3054110 4643 190 9987 466 323 188 155 1780 1202 20 76 22 32 34 26 3060 6464 277 92 562 36 3463 68 123 23 105088 35344 5628 1471
internal_value=0 85.4734 689.097 717.631 492.895 -5707.58 -34228.1 -1885.41 5583.42 -9580.92 -16033.6 -59644.5 5840.16 64023.9 -443.681 4227.84 3604.67 657.095 4477.59 9781.96 28548.7 -22434.6 -2749.63 15326.7 40047.8 39704.1 426.691 -1028.97 -5946.97 -11084.4
internal_weight=0 1.01969e+06 180843 180653 167606 4324 511 3813 1935 1878 1324 122 554 54 500 46 13047 163282 9287 5356 713 128 3931 468 191 585 153995 48907 13563 7099
internal_count=4073804 1019694 180843 180653 167606 4324 511 3813 1935 1878 1324 122 554 54 500 46 13047 163282 9287 5356 713 128 3931 468 191 585 153995 48907 13563 7099
is_linear=0
shrinkage=0.1


Tree=2382
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 4 6 1 4 2 6 1 6 1 6 6 6 3 6 4 6 7 1 6 1 4 1 7 3
split_gain=9.75587e+11 7.91369e+12 3.90908e+13 7.44186e+13 8.77521e+13 8.68869e+13 1.21633e+14 8.4245e+13 6.81242e+13 8.00766e+13 1.05752e+14 6.65525e+13 5.59607e+13 7.70652e+13 5.35132e+13 5.97735e+13 4.17911e+13 7.19184e+13 3.95308e+13 3.58067e+13 3.69719e+13 3.49084e+13 3.31174e+13 3.2545e+13 2.83944e+13 3.02696e+13 4.54809e+13 3.03518e+13 2.70357e+13 2.57629e+13
threshold=451.00000000000006 55.972700350000004 55.93962770000001 37.71815560000001 37.780517050000007 37.804148700000006 10.500000000000002 84.00500000000001 37.425454150000007 7.5000000000000009 75.000000000000014 58.605000000000011 38.011626600000007 68.00500000000001 37.46219940000001 83.010000000000005 60.910000000000004 61.025000000000006 4.5000000000000009 108.05000000000001 17.500000000000004 72.020000000000024 6.0000000000000009 36.865631950000008 93.050000000000011 37.517483500000004 16.500000000000004 37.503969450000007 6.0000000000000009 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 -1 8 7 6 -6 -5 16 14 28 -12 22 -14 -10 21 23 -18 -17 20 24 -16 -7 -4 25 26 -13 -28 -11 -27
right_child=-2 -3 3 4 5 12 -8 -9 9 10 11 19 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=89.869121979705739 -21.85310178208961 -1010.0644280086074 -29870.679260631441 -16192.086658622016 -65504.510499526514 -1534.2224496212652 165840.12131849315 -110921.65075000002 73176.213352188977 -8535.2738399832579 26013.867269223105 57889.979086932355 9193.4593009001637 70904.060757752799 2269.6444111460764 -120590.12755408656 -185854.99193750002 -13589.443781319053 25306.552524038463 170779.02877155173 94483.903024277257 106187.01969696971 -35173.003582012767 13653.995374385015 -24246.092571676003 99514.934650055482 53189.331069711538 -56082.299925085616 -101938.36810661765 6344.210424804688
leaf_weight=604814 3396489 57745 194 1534 33 3813 73 100 106 350 1335 267 1740 229 1583 65 25 792 26 29 207 33 317 1501 53 169 39 73 34 36
leaf_count=604814 3396489 57745 194 1534 33 3813 73 100 106 350 1335 267 1740 229 1583 65 25 792 26 29 207 33 317 1501 53 169 39 73 34 36
internal_value=0 109.585 213.939 5299.26 -1371.65 4057.78 93817.7 -21989.5 12859.4 20353.6 31629.8 40053.3 2497.76 16370.6 4232.38 -48.8396 -282.436 -18860.7 -78905.4 61522.5 57768.4 4391.72 -4116.18 8672.41 45837.3 52197.6 35453.8 -18032.4 -16805.3 83153.2
internal_weight=0 677315 619570 14756 7839 6205 106 1634 6917 4405 2592 2208 6099 1969 1813 1707 2512 817 91 873 844 1616 4130 1695 637 584 379 112 384 205
internal_count=4073804 677315 619570 14756 7839 6205 106 1634 6917 4405 2592 2208 6099 1969 1813 1707 2512 817 91 873 844 1616 4130 1695 637 584 379 112 384 205
is_linear=0
shrinkage=0.1


Tree=2383
num_leaves=31
num_cat=0
split_feature=4 2 0 1 3 5 6 0 4 6 1 1 6 6 0 5 6 0 0 6 4 0 1 0 0 1 1 0 6 0
split_gain=9.859e+11 8.34912e+12 2.22753e+13 5.97001e+13 2.8464e+13 4.86755e+13 3.46292e+13 2.73133e+13 2.9467e+13 2.64892e+13 2.41108e+13 2.23613e+13 1.97392e+13 3.52458e+13 3.42169e+13 3.30848e+13 2.93123e+13 5.9699e+13 3.84564e+13 4.78271e+13 4.12937e+13 5.77511e+13 5.16017e+13 4.33979e+13 6.94232e+13 6.26702e+13 5.93008e+13 3.94294e+13 3.92649e+13 3.77877e+13
threshold=5.5000000000000009 36.000000000000007 55.883833400000007 37.563506350000004 1.5000000000000002 2.5000000000000004 70.50500000000001 55.866549750000011 4.5000000000000009 43.010000000000012 37.534144550000008 37.534144550000008 36.405000000000008 36.005000000000003 55.622114900000007 2.5000000000000004 55.015000000000008 55.801384500000005 55.775215600000003 58.305000000000007 4.5000000000000009 55.667390500000003 37.682335600000009 55.649510000000014 55.685785750000008 37.563506350000004 37.618684050000006 55.568628050000008 62.010000000000012 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 -9 10 -6 -10 13 14 -1 16 -14 18 20 -20 22 -22 23 27 -25 -26 -27 -18 -28 -21
right_child=-2 -3 3 -5 6 -7 -8 8 11 -11 -12 -13 15 -15 -16 -17 17 -19 19 29 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-19980.940215972634 -30.760970966772557 116.37078964246987 -19966.037184758774 -156065.44621212123 -14485.042497452445 139169.76131465516 -143145.53451021636 -32481.532295632667 -8850.5297780240526 27439.722903262871 -132181.61602783203 48691.795403791155 -4259.5658548642414 80227.704131355931 5482.3505881244746 2751.9086065673832 6425.7702411742757 -44448.948247022905 -27225.738428112891 139937.10108963816 -113751.54354940879 -20908.120548907784 -115212.79941406251 207319.41163194447 -126991.25982142857 179017.454375 -81808.448611111118 -124407.92070312501 87205.647544642852 30840.545611034649
leaf_weight=598 2928705 1123208 57 33 46 29 26 79 89 68 28 280 8524 59 4491 5270 293 589 129 38 74 708 32 27 21 30 27 25 28 193
leaf_count=598 2928705 1123208 57 33 46 29 26 79 89 68 28 280 8524 59 4491 5270 293 589 129 38 74 708 32 27 21 30 27 25 28 193
internal_value=0 78.6742 -1855.5 -29531.6 -13092.2 33696 -37043.3 -1487.84 22946.3 -17616.2 -59018.9 34813 -2005.26 3381.13 2490.2 -3737.46 -6922.31 -17174 -7287.9 21549.2 -15494.5 -29693.8 7494.83 16201.4 64167.4 27704.1 65923 -3859.9 4235.09 48787.2
internal_weight=0 1.1451e+06 21891 287 254 86 168 21604 448 142 74 369 21156 5148 5089 16008 10738 2214 1625 360 1265 782 483 451 133 106 85 318 55 231
internal_count=4073804 1145099 21891 287 254 86 168 21604 448 142 74 369 21156 5148 5089 16008 10738 2214 1625 360 1265 782 483 451 133 106 85 318 55 231
is_linear=0
shrinkage=0.1


Tree=2384
num_leaves=31
num_cat=0
split_feature=1 1 6 5 6 0 6 1 3 4 0 0 0 1 7 3 6 6 1 3 0 6 1 3 0 0 1 6 5 6
split_gain=9.30681e+11 1.83271e+13 1.25412e+13 3.08589e+13 2.99359e+13 2.26486e+13 2.72308e+13 3.3143e+13 2.21763e+13 2.09985e+13 1.77424e+13 3.12069e+13 4.15312e+13 7.30857e+13 3.91077e+13 5.55994e+13 5.60432e+13 4.73762e+13 3.203e+13 3.13558e+13 2.83011e+13 3.94418e+13 6.40772e+13 4.70023e+13 4.43868e+13 2.65775e+13 2.454e+13 3.56509e+13 5.1556e+13 3.4342e+13
threshold=82.970388650000018 82.965501500000016 59.010000000000012 2.5000000000000004 58.755000000000003 52.07762420000001 73.995000000000019 107.59716050000002 7.5000000000000009 8.5000000000000018 55.018166200000003 55.012912000000007 54.947759400000002 82.975438000000011 6.0000000000000009 7.5000000000000009 106.49500000000002 79.710000000000022 83.086354900000018 11.500000000000002 55.029726000000004 90.045000000000016 82.975438000000011 8.5000000000000018 55.02095400000001 55.013931500000005 82.991167100000027 78.605000000000004 3.5000000000000004 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -6 -8 11 12 -5 -14 15 -15 18 -16 -17 25 21 22 23 -12 -23 -13 27 29 -29 -22
right_child=2 -3 3 10 8 -7 7 -9 -10 -11 20 19 13 14 17 16 -18 -19 -20 -21 26 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.1092527205539771 69.414411984509684 1995.7058717219579 13022.11590482642 -908.90101119008511 2961.1881426085065 -3364.2625738027391 -11898.856036931818 -1375.3748696412158 14339.867880351361 -104214.07187500001 29192.796942691257 -13970.016589085721 45077.791946378602 5922.9944669474498 52331.598397177419 -9434.2791348779083 -136524.35984786184 9885.839140715163 -69549.693770559214 -82009.306971153856 3053.8287257527004 94661.579882812512 6206.7636864920887 103264.24702524039 -50115.621322970925 -2830.4048797052956 1631.0794419376646 20884.241653572972 -19181.538220374761 -13544.806965252321
leaf_weight=3450934 383482 46302 1775 49919 6497 48564 44 595 2326 56 486 2455 469 4320 310 1322 38 1733 95 52 1830 24 3008 104 180 16787 44655 1075 458 3909
leaf_count=3450934 383482 46302 1775 49919 6497 48564 44 595 2326 56 486 2455 469 4320 310 1322 38 1733 95 52 1830 24 3008 104 180 16787 44655 1075 458 3909
internal_value=0 19.4072 -117.717 -798.229 201.916 -2889.17 6451.97 -10327.9 5960.94 -63595.4 2.7135 -975.868 179.45 6735.43 4435.28 228.584 -16678.5 16326.5 -13464.6 -4461.23 1363.59 9691.79 12117 42249.5 -33083 -4251.66 753.811 -4633.21 8914.17 -8251.99
internal_weight=0 3.49724e+06 576568 184263 392305 51034 2470 695 8823 100 133229 77500 58206 8287 7818 5775 1455 2043 1417 19294 55729 3802 3598 590 204 19242 51927 7272 1533 5739
internal_count=4073804 3497236 576568 184263 392305 51034 2470 695 8823 100 133229 77500 58206 8287 7818 5775 1455 2043 1417 19294 55729 3802 3598 590 204 19242 51927 7272 1533 5739
is_linear=0
shrinkage=0.1


Tree=2385
num_leaves=31
num_cat=0
split_feature=6 6 2 5 1 4 1 0 0 1 1 6 3 3 1 4 1 4 3 6 3 3 0 3 4 2 1 3 0 0
split_gain=1.06177e+12 1.83169e+13 2.88658e+13 5.90806e+13 6.23652e+13 5.06286e+13 2.61929e+13 3.97671e+13 4.14004e+13 3.44827e+13 3.30493e+13 2.53462e+13 2.05494e+13 1.96318e+13 1.9546e+13 2.55009e+13 1.86557e+13 2.83098e+13 2.20252e+13 1.75582e+13 1.85741e+13 1.59328e+13 1.58761e+13 2.01661e+13 2.99382e+13 2.29672e+13 2.58409e+13 2.43471e+13 1.88271e+13 4.54208e+13
threshold=62.375000000000007 62.995000000000012 75.000000000000014 1.5000000000000002 37.682335600000009 8.5000000000000018 37.563506350000004 55.812023600000011 55.82518790000001 37.488790500000007 37.318079750000003 62.625000000000007 2.5000000000000004 15.500000000000002 37.374856000000008 15.500000000000002 37.780517050000007 13.500000000000002 14.500000000000002 62.625000000000007 10.500000000000002 10.500000000000002 55.043091000000011 19.500000000000004 21.500000000000004 2506.0000000000005 82.92647190000001 9.5000000000000018 59.982409200000006 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 -7 12 -12 -8 -14 -16 17 -6 19 20 -19 -18 23 24 -4 -26 -27 -28 -24 -30
right_child=1 -3 22 4 16 6 13 8 9 -11 11 -13 14 -15 15 -17 21 18 -20 -21 -22 -23 28 -25 25 26 27 -29 29 -31
leaf_value=-30.637872251770176 140869.20913461538 34.272610787727345 7398.2112648481088 61555.798218513257 -34860.061698190795 95335.973400297633 -56287.686329505748 163926.40721726191 76869.17914817117 -40098.741174523311 -130681.17683105469 -9829.9399578883185 -138268.58710937502 -10594.345069934476 9591.2449383624189 -66174.527576264882 29057.23945968792 44914.580698939739 -18266.193618629095 16596.760174334493 145890.19537037038 107408.966796875 884.56007341072018 -27539.068744948818 84081.971621919016 2573.8569623462004 36012.141661199908 139298.81646875001 47288.827911873988 -586.44865577438441
leaf_weight=2995108 26 1062550 4521 66 114 21 389 21 44 59 32 237 20 124 77 105 93 56 84 108 27 36 8230 145 71 287 262 25 307 559
leaf_count=2995108 26 1062550 4521 66 114 21 389 21 44 59 32 237 20 124 77 105 93 56 84 108 27 36 8230 145 71 287 262 25 307 559
internal_value=0 85.0691 3427.93 -8742.22 -11013 -23575.4 -28552.1 -14652.2 35958.7 9868.14 -27407.7 -32880.4 -56226.4 -45242.9 -44431.5 -34119.8 17967.8 7039.32 24408.5 43176.4 77762.1 50922.8 4896.93 9241.26 10273.6 30428.2 23791.5 45009.2 2360.35 16385.5
internal_weight=0 1.0787e+06 16146 1739 1713 1195 1129 616 124 103 492 471 234 513 202 182 518 389 275 191 83 129 14407 5311 5166 645 574 287 9096 866
internal_count=4073804 1078696 16146 1739 1713 1195 1129 616 124 103 492 471 234 513 202 182 518 389 275 191 83 129 14407 5311 5166 645 574 287 9096 866
is_linear=0
shrinkage=0.1


Tree=2386
num_leaves=31
num_cat=0
split_feature=1 4 7 1 4 0 6 0 2 6 0 6 5 0 0 5 6 6 3 4 1 1 0 6 5 6 2 4 0 4
split_gain=1.02798e+12 5.45974e+12 1.99028e+13 1.79112e+13 3.1448e+13 3.32415e+13 4.35583e+13 2.17363e+13 2.5877e+13 2.09319e+13 2.05426e+13 1.89609e+13 2.61126e+13 1.84108e+13 2.01413e+13 1.80725e+13 1.80146e+13 3.12321e+13 3.16099e+13 3.55796e+13 4.80244e+13 1.67231e+13 1.60579e+13 1.47801e+13 1.46675e+13 4.28682e+13 3.6206e+13 4.17366e+13 1.46424e+13 1.43673e+13
threshold=92.948588300000011 8.5000000000000018 6.0000000000000009 103.8879505 18.500000000000004 56.041614100000011 94.02500000000002 52.02416370000001 9236.5000000000018 86.030000000000015 50.556058150000005 49.485000000000007 1.5000000000000002 56.228352100000002 56.288960650000007 2.5000000000000004 108.05000000000001 78.605000000000004 3.5000000000000004 9.5000000000000018 107.59716050000002 107.59716050000002 51.307150200000002 80.030000000000015 2.5000000000000004 65.805000000000021 4829.0000000000009 19.500000000000004 56.020150250000007 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 9 8 10 28 11 12 -5 15 -15 -7 17 22 -19 20 -20 -4 -10 -21 26 -26 27 -13 -3 -9
right_child=1 3 21 7 -6 13 -8 29 16 -11 -12 24 -14 14 -16 -17 -18 18 19 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.063973428792572 537.65949836240827 -11227.171979975275 -19857.37399529546 534.92360782229446 13330.525221559237 -1518.8219888386368 -94143.508932587603 2816.0889675190983 -39889.939405776517 65901.505388327219 -38961.753063964847 83368.248191157472 -47625.303046875 -23838.151660473319 -1012.5370647173168 15516.590294340678 69024.948497596153 32927.346907750572 -170265.95949074076 33539.776508620693 -17144.265036103221 5376.7444158026519 -7175.5614805395589 -47730.027670101248 -44027.461176006618 17885.618956190665 4367.1689225863238 -4916.6749131944453 -35544.29188192841 -26794.314965526166
leaf_weight=3994807 51228 3584 871 678 848 2042 66 12741 165 34 116 158 135 616 1038 896 26 41 54 29 33 376 1655 98 156 395 405 81 266 166
leaf_count=3994807 51228 3584 871 678 848 2042 66 12741 165 34 116 158 135 616 1038 896 26 41 54 29 33 376 1655 98 156 395 405 81 266 166
internal_value=0 -357.219 233.809 -1526.59 -5036.78 -6860.18 -13586.3 397.331 -5828.37 -12217.4 1955.21 4318.94 -7462.16 -1074.45 -9513.49 3676.46 -13697.2 -14733.7 -47509.8 -62920.6 -112185 -12248.7 -10141.4 -29172.4 12334 356.689 22581.7 53447.4 -12907.3 2435.26
internal_weight=0 78997 52475 26522 9390 8542 3950 17132 4225 3884 2124 2008 813 4592 1654 2938 2101 2075 255 214 87 1247 1820 127 1195 551 644 239 3850 12907
internal_count=4073804 78997 52475 26522 9390 8542 3950 17132 4225 3884 2124 2008 813 4592 1654 2938 2101 2075 255 214 87 1247 1820 127 1195 551 644 239 3850 12907
is_linear=0
shrinkage=0.1


Tree=2387
num_leaves=31
num_cat=0
split_feature=0 1 4 6 1 1 1 6 0 4 4 4 6 0 6 6 6 6 5 1 1 6 4 6 6 3 6 6 4 3
split_gain=1.00705e+12 5.96867e+12 5.28637e+12 1.58408e+13 6.12447e+12 3.05105e+13 1.33164e+13 1.89001e+13 1.58873e+13 3.29306e+13 2.6891e+13 1.47122e+13 1.00472e+13 9.7523e+12 9.71122e+12 9.4127e+12 9.18065e+12 8.3413e+12 2.09705e+13 2.60844e+13 1.34847e+13 1.59462e+13 1.30366e+13 1.40031e+13 1.19509e+13 2.27556e+13 1.91898e+13 1.56648e+13 1.3898e+13 1.21589e+13
threshold=61.78914120000001 30.509101000000005 9.5000000000000018 114.05000000000001 52.419561900000012 50.815483650000004 53.67029225000001 74.615000000000009 63.565651350000003 6.5000000000000009 5.5000000000000009 5.5000000000000009 73.995000000000019 63.565651350000003 64.015000000000015 33.805000000000007 83.820000000000007 59.505000000000003 2.5000000000000004 113.48479755000001 118.02765200000002 67.91500000000002 3.5000000000000004 96.050000000000011 78.605000000000004 5.5000000000000009 87.395000000000024 63.005000000000003 5.5000000000000009 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 4 -4 5 -3 7 8 9 14 15 13 -7 16 -6 -10 -9 -8 19 -19 21 -20 -23 -24 27 26 -26 -21 -29 -30
right_child=1 2 3 -5 6 12 17 11 10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 24 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=4.1665971903373782 -49433.535726562499 -1953.7130810332974 3114.5427483269727 77494.722952586206 -12383.91069527181 -29048.223161181122 721.82095202458913 41275.171875 785.6593269042969 30464.36942167774 -2600.8017250363064 16059.3694749519 -99204.799800248584 16761.06925951087 -53076.504804687509 34802.682807908364 127137.49921875 -47355.261701619129 2639.7776154413982 -21774.576615084137 8497.1432806743833 17124.334210824276 -12523.70625200605 -54431.106895680146 -112719.27265625 44258.667238451089 7248.924536132813 -21944.418682528412 64094.690096134334 5112.5157333374027
leaf_weight=4045394 25 9081 2261 29 600 283 9955 20 100 194 581 134 22 23 65 436 33 238 1401 156 984 138 1287 85 40 23 20 55 77 64
leaf_count=4045394 25 9081 2261 29 600 283 9955 20 100 194 581 134 22 23 65 436 33 238 1401 156 984 138 1287 85 40 23 20 55 77 64
internal_value=0 -593.295 -550.28 4056.48 -954.551 -2998.6 193.657 7470.15 4438.89 -5786.07 12302.1 35992.9 -34108.7 71138.8 -16361.4 28456.2 94736.6 -901.6 -4439.5 -20739.5 -1623.1 -5044.03 -12173.2 -15120 -6177.31 -40311.4 -72729.9 1871.35 20691.6 37322.6
internal_weight=0 28410 28385 2290 26095 9386 16709 2186 1976 859 1117 210 305 76 665 536 53 14523 4568 673 3895 2911 1510 1372 435 83 60 352 196 141
internal_count=4073804 28410 28385 2290 26095 9386 16709 2186 1976 859 1117 210 305 76 665 536 53 14523 4568 673 3895 2911 1510 1372 435 83 60 352 196 141
is_linear=0
shrinkage=0.1


Tree=2388
num_leaves=31
num_cat=0
split_feature=1 2 4 6 5 6 6 3 0 2 7 2 3 3 4 6 6 1 3 4 2 4 4 6 7 0 6 6 2 4
split_gain=9.67477e+11 7.61035e+12 1.39998e+13 1.5585e+13 8.86444e+12 1.50696e+13 1.00386e+13 1.60738e+13 3.37734e+13 1.40659e+13 1.14637e+13 1.10718e+13 1.26469e+13 1.10452e+13 9.72374e+12 1.94333e+13 1.64719e+13 1.56313e+13 1.24468e+13 1.10671e+13 1.02576e+13 3.43976e+13 1.05083e+13 1.45794e+13 1.82892e+13 1.37812e+13 1.88437e+13 1.33527e+13 2.78283e+13 2.57799e+13
threshold=94.478249850000012 4046.5000000000005 1.5000000000000002 42.005000000000003 1.5000000000000002 47.805000000000007 48.410000000000004 4.5000000000000009 61.78914120000001 9907.0000000000018 6.0000000000000009 9236.5000000000018 6.5000000000000009 8.5000000000000018 14.500000000000002 134.05000000000004 110.01500000000001 113.48479755000001 9.5000000000000018 13.500000000000002 4829.0000000000009 19.500000000000004 18.500000000000004 62.010000000000012 6.0000000000000009 52.07762420000001 66.990000000000023 90.045000000000016 9236.5000000000018 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 5 -3 7 -7 13 11 -11 -8 -13 -9 18 16 20 -18 19 -6 21 -16 23 -22 27 26 -24 29 -29 -25
right_child=1 4 3 -5 14 6 9 8 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=6.2473206022275329 58080.732055664062 -1363.7611467448633 3676.1593266917148 -17162.129286675074 509.20143294913197 11125.645011780754 -12910.903290401233 -44216.685838607598 -123404.60923295455 12771.921020363352 -24267.623590582771 -71883.882577054799 16177.229910714288 17421.399728260873 108170.73197674419 98348.367255434787 10306.077976562501 -96759.073307291663 -13154.055893689534 -23678.573274150651 18159.46161396621 3458.0384858230063 -26026.842997159092 -44054.428521760477 20229.040085806497 -58930.43625274123 81764.761209239135 -35374.884996448869 68610.95166015625 -1182.689335493608
leaf_weight=4007937 32 17065 601 891 43047 63 302 79 44 338 111 73 21 46 43 23 25 30 688 190 751 116 55 191 328 57 23 44 62 528
leaf_count=4007937 32 17065 601 891 43047 63 302 79 44 338 111 73 21 46 43 23 25 30 688 190 751 116 55 191 328 57 23 44 62 528
internal_value=0 -380.143 -7364.5 -8768.15 -214.714 -2087.8 -13560.2 -31985.4 -48056.4 -8501.41 3615.15 -22239.6 -52210.7 -21533.9 520.801 6894.05 5960.43 -48093.1 190.567 402.911 7312.99 31776.6 5405.34 7316.92 254.686 -21555 5757.86 -7686.63 25447 -12571.4
internal_weight=0 65867 1524 1492 64343 18142 1077 232 169 845 449 396 94 125 46201 2276 2253 55 43925 43237 2198 159 2039 1904 1153 135 78 825 106 719
internal_count=4073804 65867 1524 1492 64343 18142 1077 232 169 845 449 396 94 125 46201 2276 2253 55 43925 43237 2198 159 2039 1904 1153 135 78 825 106 719
is_linear=0
shrinkage=0.1


Tree=2389
num_leaves=31
num_cat=0
split_feature=4 1 0 0 6 3 5 1 0 4 1 7 3 6 6 6 6 1 4 6 4 1 1 0 6 7 6 1 1 1
split_gain=9.47494e+11 7.49514e+12 3.44946e+13 9.83595e+13 1.44077e+14 1.3482e+14 1.13749e+14 1.04384e+14 9.73304e+13 1.13097e+14 1.24509e+14 1.34812e+14 1.33034e+14 9.59449e+13 9.18074e+13 9.07579e+13 8.87548e+13 8.27515e+13 6.82356e+13 1.05451e+14 9.12383e+13 8.50537e+13 7.34244e+13 7.16636e+13 6.4741e+13 6.47248e+13 1.10981e+14 1.12034e+14 5.51088e+13 6.36541e+13
threshold=10.500000000000002 30.410676000000006 59.91832440000001 59.933037250000005 86.030000000000015 5.5000000000000009 2.5000000000000004 30.362494150000003 59.882709350000006 9.5000000000000018 30.323041000000003 6.0000000000000009 4.5000000000000009 65.00500000000001 82.905000000000015 55.805000000000007 48.410000000000004 30.277905650000005 6.5000000000000009 65.805000000000021 7.5000000000000009 30.315889700000003 30.303340300000002 59.898927250000007 46.805000000000007 6.0000000000000009 84.00500000000001 30.315889700000003 30.330566300000005 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 28 10 11 -10 18 -12 -9 16 -7 -14 19 -13 21 -20 -22 -24 -19 -11 -27 -28 29 -1
right_child=-2 -3 3 -5 -6 7 -8 14 9 25 13 12 17 -15 -16 -17 -18 24 20 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-13.082693777366622 -62.321567936727163 78.032355737789317 4167.4083339450699 -489.68373484797206 -8256.6838678695203 25368.880178981875 40174.874588854829 75950.529351562494 -8183.8893409835691 -5815.2074852615951 -8324.9483886278704 -1697.4726701472355 -45412.544435009062 -49163.481313220749 251250.22900390625 -26865.799906950178 165011.04609685022 132851.98994591346 -140918.50881696431 203102.56684451221 47616.336792458111 72539.824999999997 75361.805985915504 -33081.999147154347 53813.873496647961 -60284.172461549024 -74305.514484047409 59238.197127790183 -6494.7186165197454 17377.254697451626
leaf_weight=52909 1525805 2412083 3379 49662 2538 164 1185 450 3862 597 1387 65 69 983 32 212 63 130 84 41 262 24 71 430 511 1048 98 175 13293 2192
leaf_count=52909 1525805 2412083 3379 49662 2538 164 1185 450 3862 597 1387 65 69 983 32 212 63 130 84 41 262 24 71 430 511 1048 98 175 13293 2192
internal_value=0 37.3197 -685.202 1170.03 11443.6 20559.2 13516.4 55459.7 -2053.19 -11353.8 -6076.88 2117.78 25701.1 -25263.5 87588.7 20183.7 64124.2 58642.5 1762.11 77517.6 -7457.28 -93483.3 4719.41 -17713.7 69843.4 -33141.2 -45490.6 11299.4 -715.495 678.731
internal_weight=0 2.548e+06 135916 57685 8023 5485 4564 921 78231 9837 7919 5549 1687 2370 482 439 227 710 977 106 871 108 763 501 641 1918 1321 273 68394 55101
internal_count=4073804 2547999 135916 57685 8023 5485 4564 921 78231 9837 7919 5549 1687 2370 482 439 227 710 977 106 871 108 763 501 641 1918 1321 273 68394 55101
is_linear=0
shrinkage=0.1


Tree=2390
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 3 4 6 6 1 4 0 1 6 0 4 0 6 6 3 6 4 6 1 4 1 0 5 6 3
split_gain=1.05988e+12 1.4592e+13 5.24931e+13 8.75336e+13 8.72881e+13 5.42493e+13 4.22055e+13 3.92507e+13 3.11608e+13 2.91453e+13 2.78694e+13 2.45155e+13 2.25999e+13 3.9497e+13 2.29725e+13 2.2586e+13 9.29982e+13 2.13145e+13 2.12041e+13 4.92038e+13 3.82623e+13 4.66596e+13 3.75045e+13 5.16531e+13 6.88199e+13 3.55571e+13 5.18214e+13 2.02089e+13 3.94375e+13 2.36562e+13
threshold=56.128722100000005 56.288960650000007 2865.5000000000005 37.46219940000001 18.500000000000004 18.500000000000004 4.5000000000000009 48.025000000000013 52.015000000000008 34.382014200000008 14.500000000000002 56.262014700000009 47.256487700000001 149.05000000000004 56.228352100000002 11.500000000000002 56.228352100000002 189.00000000000003 122.65000000000002 9.5000000000000018 118.04500000000002 6.5000000000000009 134.05000000000004 44.064675150000006 5.5000000000000009 43.997056950000008 56.148747500000006 4.5000000000000009 168.45000000000002 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 7 9 -2 -5 -7 -4 15 -10 18 14 -14 -9 -17 -15 20 22 -11 -22 23 -20 -25 -24 -27 29 -29 -28
right_child=1 -3 5 4 -6 8 -8 10 11 12 -12 -13 13 17 -16 16 -18 -19 19 -21 21 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-30.432746725423232 -21317.333311889452 -6.9335806892273872 -56876.704263117281 -10527.703609987153 158794.38917410714 731.1554108334285 6813.1294046912562 -29028.874628067017 -20597.254111196751 4083.5268013156219 -60822.800942786656 -69909.667056937848 3224.2771296233118 -107372.95837816922 -6377.0281003776199 102844.68565499442 -104947.846875 -11350.743060302735 196681.64082031252 -76306.060542436084 -150933.82131696431 -7721.7235817307701 -49608.172398663948 160982.0787006579 1750.4578289473684 -38229.823888644365 40619.474916888299 -91311.685565476189 82984.019140625009 138509.79358473557
leaf_weight=3004321 611 1006471 81 2347 28 274 4197 1040 223 42353 266 184 6632 53 3992 56 35 41 28 44 35 65 69 38 95 71 47 21 34 52
leaf_count=3004321 611 1006471 81 2347 28 274 4197 1040 223 42353 266 184 6632 53 3992 56 35 41 28 44 35 65 69 38 95 71 47 21 34 52
internal_value=0 85.4897 1561.74 -5708.07 -17111.6 2707.66 3238.31 -18427.2 -25339.5 3063.01 -31698.5 -42890.8 3153.47 -954.454 -383.442 -24848.7 22924.5 -65490.9 4178.54 24672.3 3937.65 -57846 34437.3 73234.2 47245.2 13191.3 32449.9 65035.9 16434.8 92036.6
internal_weight=0 1.06948e+06 63012 8580 3772 54432 4808 3744 681 53751 1397 407 53670 10718 10624 1131 91 94 42952 499 42453 100 455 161 133 294 225 154 55 99
internal_count=4073804 1069483 63012 8580 3772 54432 4808 3744 681 53751 1397 407 53670 10718 10624 1131 91 94 42952 499 42453 100 455 161 133 294 225 154 55 99
is_linear=0
shrinkage=0.1


Tree=2391
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 4 0 2 6 0 6 6 0 0 0 0 7 0 1 0 0 0 4 4 0 4 4 6 1 4
split_gain=1.13569e+12 3.92244e+13 1.32501e+14 1.80795e+14 2.95226e+14 1.28082e+14 1.39901e+14 1.08289e+14 8.99947e+13 8.77017e+13 9.65105e+13 9.39833e+13 7.51907e+13 7.08294e+13 6.33213e+13 5.95237e+13 1.23692e+14 9.78179e+13 9.04694e+13 1.1839e+14 6.83023e+13 1.09583e+14 5.79989e+13 5.51538e+13 9.21465e+13 7.55042e+13 5.50246e+13 4.87892e+13 4.60644e+13 7.38233e+13
threshold=37.873748150000004 37.843405600000004 55.660117850000006 55.768246800000007 6.0000000000000009 14.500000000000002 55.667390500000003 75.000000000000014 56.010000000000012 55.676890650000011 99.050000000000011 67.00500000000001 55.696737300000009 55.749683450000006 55.696737300000009 55.922096200000006 6.0000000000000009 56.020150250000007 37.858952300000006 56.006509350000009 55.812023600000011 55.783232450000007 14.500000000000002 21.500000000000004 55.649510000000014 29.500000000000004 18.500000000000004 80.720000000000013 37.804148700000006 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 28 8 4 7 -6 -7 12 -3 10 -9 13 -4 14 -11 20 -17 18 19 -18 21 22 -5 24 27 -25 -22 -10 -1 -30
right_child=-2 2 3 15 5 6 -8 9 23 11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 26 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=67.828758348872498 -31.196225144387299 323.31901420693129 38058.537984814102 39632.059315106511 85236.065797733027 36763.253590724118 -8168.0272570415873 29231.722800955009 -16825.222148797533 38507.371816159248 -60477.478895357577 78959.695487404999 -8521.0865750363864 17389.681352463314 93849.241286729259 112.23590150896251 131420.0725478426 -45730.602185872398 3420.8044705765337 36848.57536762362 -20668.949889555472 21679.771494036471 -29681.569302693955 -49498.360358309561 28408.39854383282 80512.108392204129 35534.161584472655 -68244.088333558204 -1359.7222598686924 -16623.583171621125
leaf_weight=1005148 3019657 3820 551 139 173 802 5098 1547 968 598 130 847 934 838 316 7086 218 120 270 337 3269 1465 918 901 408 47 184 228 12548 4239
leaf_count=1005148 3019657 3820 551 139 173 802 5098 1547 968 598 130 847 934 838 316 7086 218 120 270 337 3269 1465 918 901 408 47 184 228 12548 4239
internal_value=0 89.3632 3525.18 6710.06 15810 426.373 -2060.42 32026.8 -9390.26 40106.3 22277.5 51610.3 8761.99 38388.3 57640.9 -978.7 4644.35 38628 50898.4 73995.6 -8536.65 3973.85 -20566.5 -23930.2 -12628.3 -43052.7 -17674.1 -26627.5 -18.9359 -5214.1
internal_weight=0 1.05415e+06 32212 25840 11834 6073 5900 5761 6372 4276 1677 2599 1485 1752 914 14006 8031 945 825 555 5975 2522 1057 2552 1604 948 3453 1196 1.02194e+06 16787
internal_count=4073804 1054147 32212 25840 11834 6073 5900 5761 6372 4276 1677 2599 1485 1752 914 14006 8031 945 825 555 5975 2522 1057 2552 1604 948 3453 1196 1021935 16787
is_linear=0
shrinkage=0.1


Tree=2392
num_leaves=31
num_cat=0
split_feature=0 0 4 0 4 4 2 0 1 1 6 6 5 0 3 3 3 1 1 1 5 1 0 1 6 1 6 1 6 1
split_gain=1.03812e+12 1.65817e+13 5.27749e+13 2.73765e+13 1.91888e+13 1.79842e+13 2.0723e+13 1.89778e+13 2.19723e+13 1.79978e+13 1.67727e+13 2.99354e+13 2.28335e+13 1.70047e+13 1.49989e+13 2.47217e+13 1.46135e+13 1.98442e+13 4.82053e+13 1.64972e+13 1.63886e+13 1.73801e+13 2.2176e+13 2.0019e+13 1.63566e+13 1.49166e+13 1.80438e+13 1.78241e+13 1.4461e+13 2.34979e+13
threshold=56.760749800000006 56.385857200000011 25.500000000000004 56.685611200000004 1.5000000000000002 15.500000000000002 4829.0000000000009 56.685611200000004 60.516422150000004 37.503969450000007 134.05000000000004 149.05000000000004 4.5000000000000009 56.638205000000006 4.5000000000000009 2.5000000000000004 5.5000000000000009 37.425454150000007 37.600779750000008 47.800771000000005 2.5000000000000004 47.504912950000005 56.685611200000004 43.80299105000001 120.05000000000001 48.411058050000008 56.505000000000003 59.999510900000011 74.615000000000009 60.605526900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -8 -9 -7 16 -12 13 14 15 -13 20 -18 -19 -20 25 23 -23 24 -22 -6 -27 -28 -24 -30
right_child=-2 2 3 -5 5 6 7 8 -10 -11 11 12 -14 -15 -16 -17 17 18 19 -21 21 22 28 -25 -26 26 27 -29 29 -31
leaf_value=5.4341404477195923 95.923964290136155 17487.912796799807 -19822.014749849761 98477.551438884504 -707.77778470667135 23739.047666015627 -9270.3612094807177 65323.576713579969 10796.688978431082 131899.08024707032 -70798.205401672982 13332.691335227275 -60950.769228316334 -19565.428194304437 -5334.9771658761165 163246.89723011365 14798.451143908051 -150692.08831521738 -22423.406759482867 -4888.245044948435 -2444.1088835548207 6444.8487810920706 -1492.3067476886019 -45565.833413591055 -93219.979472656254 -3869.6555323573143 -53725.370262864802 -12832.61667397611 27042.120113002231 -37758.094178405547
leaf_weight=3128637 883529 513 26 79 22196 40 424 85 566 25 99 22 49 62 28 22 475 23 565 10646 2639 7299 1138 116 20 13116 121 895 70 279
leaf_count=3128637 883529 513 26 79 22196 40 424 85 566 25 99 22 49 62 28 22 475 23 565 10646 2639 7299 1138 116 20 13116 121 895 70 279
internal_value=0 -26.5656 -1650.82 69184.3 -1771.69 -1933.61 10508.6 7193.3 17916.2 65339.1 -2170.48 -26501 -2537.01 18823.2 51880.2 88289.8 -2055.36 -5222.15 -6068.67 -5771.96 -1281.07 1998.19 4177.23 -4900.92 -3126.89 -2324.66 -4864.16 -17702.7 -6953.47 -24760.9
internal_weight=0 3.19028e+06 61638 105 61533 61020 1140 1075 651 65 59880 282 183 134 72 44 59598 11709 11234 11211 47889 11561 8786 2775 2659 36328 14132 1016 1487 349
internal_count=4073804 3190275 61638 105 61533 61020 1140 1075 651 65 59880 282 183 134 72 44 59598 11709 11234 11211 47889 11561 8786 2775 2659 36328 14132 1016 1487 349
is_linear=0
shrinkage=0.1


Tree=2393
num_leaves=31
num_cat=0
split_feature=2 6 0 1 4 7 1 4 6 4 1 4 1 1 0 6 3 5 6 6 3 1 3 0 4 1 1 6 4 4
split_gain=1.04578e+12 5.78655e+12 3.73199e+13 7.9141e+13 6.59954e+13 4.8695e+13 7.25069e+13 5.84514e+13 3.8371e+13 3.64618e+13 7.30333e+13 6.3003e+13 5.65847e+13 1.06558e+14 5.64567e+13 5.20919e+13 6.01877e+13 5.14633e+13 5.02483e+13 9.28475e+13 4.56013e+13 7.34047e+13 1.08526e+14 6.56852e+13 1.00419e+14 5.74749e+13 1.2298e+14 8.73467e+13 8.91348e+13 5.41432e+13
threshold=3338.0000000000005 65.805000000000021 44.046956350000009 43.56803845000001 7.5000000000000009 6.0000000000000009 39.763755750000009 6.5000000000000009 85.020000000000024 4.5000000000000009 39.939672500000007 5.5000000000000009 39.735861600000007 39.723160900000003 43.6005307 103.03500000000001 1.5000000000000002 3.5000000000000004 86.920000000000016 81.705000000000013 4.5000000000000009 39.723160900000003 3.5000000000000004 43.472751400000007 6.5000000000000009 39.723160900000003 39.718675700000013 70.00500000000001 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 -1 3 5 -5 9 7 -7 -6 10 12 -11 13 17 15 16 -14 -3 19 -18 21 -13 -23 24 -24 26 -22 28 -28 -27
right_child=-2 2 -4 4 8 6 -8 -9 -10 11 -12 20 14 -15 -16 -17 18 -19 -20 -21 25 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=37.808611276644662 60.863866662237847 16814.173608282788 -489.63113129462522 -50960.232692208199 -30882.666168259482 -1981.9423697458187 6521.1562524142792 72875.304241089179 41413.62731860498 -9981.1727721731149 45054.512929040102 47467.242818120721 52003.787970890415 88637.397462016583 -93483.915966796878 41487.651396169356 -58371.029594370862 -56237.700501562504 -118606.80234375001 114706.66502403846 6918.7939783653846 -8561.2075123722389 -66227.851875000008 26598.404403931316 159272.15184507979 14070.299995024401 -22396.782986886163 -73249.140027743779 204512.42934782611 -20915.797230894481
leaf_weight=1900630 1667517 422 491310 453 131 142 900 393 167 3074 626 640 73 181 88 155 151 125 77 39 910 1197 25 374 94 2868 70 426 23 523
leaf_count=1900630 1667517 422 491310 453 131 142 900 393 167 3074 626 640 73 181 88 155 151 125 77 39 910 1197 25 374 94 2868 70 426 23 523
internal_value=0 -42.1776 -342.825 4684.53 -26916.8 6430.09 23852 53006.7 9632.37 4374.31 16954.3 1990.95 3536.48 22128.1 -19679.1 -6558.24 -28461.5 120.418 -50461.4 -22844.6 7138.13 18624.4 7701.73 47188 111898 1585.61 -15235.8 -54081.2 33720.5 8674.33
internal_weight=0 2.40629e+06 505657 14347 751 13596 1435 535 298 12161 1937 10224 1311 728 583 495 340 547 267 190 7150 2330 1690 493 119 4820 1429 519 93 3391
internal_count=4073804 2406287 505657 14347 751 13596 1435 535 298 12161 1937 10224 1311 728 583 495 340 547 267 190 7150 2330 1690 493 119 4820 1429 519 93 3391
is_linear=0
shrinkage=0.1


Tree=2394
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 3 4 6 4 1 6 5 6 6 7 4 1 6 3 1 1 6 4 6 6 3 4 3 4 4
split_gain=1.22678e+12 1.55664e+13 3.48418e+13 4.01175e+13 3.48983e+13 2.97439e+13 3.32706e+13 2.64929e+13 2.75865e+13 2.0194e+13 2.34129e+13 3.71221e+13 2.01449e+13 3.9681e+13 6.26326e+13 3.84861e+13 2.78182e+13 2.74647e+13 2.56767e+13 3.97189e+13 2.22525e+13 5.96505e+13 2.10462e+13 1.94236e+13 7.49203e+13 3.05144e+13 2.31222e+13 2.72059e+13 3.02926e+13 3.08919e+13
threshold=43.687280500000007 39.689978950000004 3.5000000000000004 96.050000000000011 94.02500000000002 6.5000000000000009 5.5000000000000009 26.495000000000001 5.5000000000000009 39.652459050000012 41.990000000000002 2.5000000000000004 76.605000000000004 57.715000000000011 6.0000000000000009 11.500000000000002 39.652459050000012 55.015000000000008 3.5000000000000004 39.652459050000012 39.625203600000013 42.875000000000007 11.500000000000002 47.420000000000009 45.005000000000003 7.5000000000000009 15.500000000000002 6.5000000000000009 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 3 9 7 6 -6 8 -4 -1 -11 -12 13 17 15 16 -15 20 -14 -20 21 -9 -21 24 -22 -26 27 28 29 -25
right_child=-2 -3 4 -5 5 -7 -8 12 -10 10 11 -13 18 14 -16 -17 -18 -19 19 22 23 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-39658.105696614584 8.5180374148679991 -169.49109306970706 -31754.695880681818 158719.43394886365 -119223.64646739131 -176462.15502717393 54869.979687500003 -54004.0467948718 82417.307027112038 -24697.074619140625 112129.47631835938 -43774.71517857143 101686.54676254735 -87472.990255604615 61737.197209821432 -144938.23211443867 -9276.8312603081595 75907.966100084464 88270.454180036279 -133246.44041193181 -15395.032116942146 113287.86770694815 5075.4491832386366 -59421.06069121568 26536.248668323868 186556.431640625 -133058.40286458333 32180.677842655889 -125458.94341796875 42454.925479403413
leaf_weight=48 3977958 93888 33 22 23 23 21 39 59 40 56 21 33 92 42 54 90 37 28 22 804 47 22 92 22 26 24 54 40 44
leaf_count=48 3977958 93888 33 22 23 23 21 39 59 40 56 21 33 92 42 54 90 37 28 22 804 47 22 92 22 26 24 54 40 44
internal_value=0 -353.53 -9178.35 31873.5 -13513 -84306 -36133.5 -10729.5 41464.3 14960.7 37368.4 69610.2 -13708.3 -16659.1 -50777.5 -70801.2 -48804.6 -8941.5 28642.5 -4835.96 -11575.2 37422.9 -64085.5 -15385.2 -8149.46 113214 -39656.4 -29910.1 -48960.7 -26461.2
internal_weight=0 95846 1958 187 1771 67 44 1704 92 165 117 77 1612 1507 278 236 182 1229 105 72 1192 86 44 1106 852 48 254 230 176 136
internal_count=4073804 95846 1958 187 1771 67 44 1704 92 165 117 77 1612 1507 278 236 182 1229 105 72 1192 86 44 1106 852 48 254 230 176 136
is_linear=0
shrinkage=0.1


Tree=2395
num_leaves=31
num_cat=0
split_feature=6 6 2 5 1 4 1 0 0 1 6 0 3 1 0 6 1 1 4 1 1 0 3 0 1 4 4 4 1 4
split_gain=1.14093e+12 1.46991e+13 2.33877e+13 4.78538e+13 5.05425e+13 4.24511e+13 2.37707e+13 3.29997e+13 2.68177e+13 2.65078e+13 2.19115e+13 1.94699e+13 1.88862e+13 1.8806e+13 1.74214e+13 1.69531e+13 1.62927e+13 1.57846e+13 2.12505e+13 1.51408e+13 2.3437e+13 1.84473e+13 1.50827e+13 1.4969e+13 1.48403e+13 1.45332e+13 4.61901e+13 1.38232e+13 2.19863e+13 1.36869e+13
threshold=62.375000000000007 62.995000000000012 75.000000000000014 1.5000000000000002 37.682335600000009 5.5000000000000009 37.563506350000004 55.79439725000001 55.876067900000002 37.318079750000003 62.625000000000007 55.696737300000009 2.5000000000000004 37.442254400000003 55.721784200000009 62.625000000000007 37.631035900000008 37.374856000000008 15.500000000000002 37.780517050000007 37.702956500000006 55.866549750000011 6.5000000000000009 55.82518790000001 92.90968070000001 20.500000000000004 13.500000000000002 14.500000000000002 37.755233900000007 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 5 -5 7 9 13 -7 12 -8 -11 -9 -13 16 25 -14 29 20 21 -6 -10 -15 -4 26 -16 -22 -29 -19
right_child=1 -3 24 4 19 6 11 8 22 10 -12 14 17 23 15 -17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-31.759443940814851 126776.23822115385 42.678913928059188 3992.6648251174929 78768.731638243145 76819.685931755506 85797.280208333337 -6320.3067590428154 995.91415342133632 -76479.946759259255 -126623.78712284483 -7737.9404768604354 -107118.26986607144 -124448.26628906251 159907.67626953125 -55602.083375549322 -20788.084114918427 18050.934821428571 -59800.513984375008 -59561.506651785719 45862.704656840484 -35731.828027343749 -28527.33774857955 25753.004385080647 55433.259338378906 29383.03757094685 -41022.19633435236 -211565.63900462963 -4437.6537115293568 94500.471033653856 37286.35062998646
leaf_weight=2995108 26 1062550 14173 41 68 21 127 29 27 29 236 49 20 24 64 170 21 20 105 129 108 22 31 32 234 69 27 165 26 53
leaf_count=2995108 26 1062550 14173 41 68 21 127 29 27 29 236 49 20 24 64 170 21 20 105 129 108 22 31 32 234 69 27 165 26 53
internal_value=0 88.1833 3082.78 -7871.86 -9915.56 -21224.7 -24777.3 -11619.4 30586.8 -24089.4 -29073.4 -40432.1 -51254.8 66359.2 -51262.6 -43465.1 -64763.9 -40215.9 -30751.6 16174.1 6328.79 51068.2 -21838.2 100208 4405.06 -75633.4 -101877 -7137.92 9030.36 10687.2
internal_weight=0 1.0787e+06 16146 1739 1713 1195 1154 627 143 484 463 527 227 85 400 351 181 198 178 518 389 90 58 56 14407 160 91 299 191 73
internal_count=4073804 1078696 16146 1739 1713 1195 1154 627 143 484 463 527 227 85 400 351 181 198 178 518 389 90 58 56 14407 160 91 299 191 73
is_linear=0
shrinkage=0.1


Tree=2396
num_leaves=31
num_cat=0
split_feature=2 0 5 4 6 0 1 0 1 1 7 1 0 0 1 4 0 4 4 1 0 4 1 0 0 0 0 0 4 0
split_gain=1.11514e+12 7.16298e+12 1.69063e+13 1.87117e+13 2.54684e+13 9.29856e+12 8.91505e+12 8.64979e+12 1.7768e+13 7.02194e+12 3.46225e+13 9.98525e+13 6.58063e+13 8.54633e+13 6.26662e+13 1.65916e+14 1.8265e+14 1.27063e+14 1.12365e+14 2.34548e+14 1.24246e+14 9.64678e+13 9.50872e+13 7.6711e+13 1.68341e+14 1.2783e+14 1.26893e+14 1.9071e+14 1.12722e+14 1.08219e+14
threshold=451.00000000000006 54.431501800000014 2.5000000000000004 3.5000000000000004 44.605000000000011 54.188398350000007 38.657016300000002 54.724612400000005 38.247071200000008 37.71815560000001 6.0000000000000009 37.729575300000008 55.579943700000008 55.595177750000005 37.740454950000007 17.500000000000004 55.806294650000005 24.500000000000004 19.500000000000004 37.729575300000008 55.667390500000003 21.500000000000004 37.768783500000005 55.667390500000003 55.775215600000003 55.883833400000007 55.759969450000007 55.721784200000009 16.500000000000004 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -3 -9 11 12 -11 -14 15 23 18 -18 19 -17 -20 -22 -16 29 26 -26 27 28 -25 -12
right_child=-2 7 6 4 -6 -7 -8 9 -10 10 14 -13 13 -15 22 16 17 -19 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-62304.048009144899 -23.36388915562998 -78730.65642027244 121175.06755952381 27230.763949819713 -51009.533470775466 112646.17150000001 31056.431317934785 -152.91239555930153 -7661.5261619461617 -3141.0234920237108 -57897.184802634853 710.75509194557071 130734.43696732954 16292.843778451874 12072.92979924268 264640.51139322919 102962.10160341527 21717.697223143015 6994.1860252205142 -11289.049592341935 -132648.97645547945 -16439.157941877285 -1283.6107761113426 -66794.843152477624 192674.52614583334 -14733.261672880093 -155794.60987723214 75357.063855387372 29532.333767520686 5371.0995130414403
leaf_weight=33 3396489 39 21 26 27 25 23 392867 359 2076 314 205250 66 5779 5978 48 253 805 4049 86 73 3327 49178 1138 30 3132 112 120 136 1945
leaf_count=33 3396489 39 21 26 27 25 23 392867 359 2076 314 205250 66 5779 5978 48 253 805 4049 86 73 3327 49178 1138 30 3132 112 120 136 1945
internal_value=0 117.161 21611.9 818.587 27524.3 69101.1 74067.6 112.241 -14625.6 120.909 499.835 1135.93 12153 17585.1 -1417.42 -7020.33 2222.78 41145.7 -3207.85 87551.4 -4840.51 -18934.3 164.018 -18550.5 -25871.2 -12765.4 -53388 -45160.2 -56511.9 -3423.16
internal_weight=0 677315 155 111 78 51 44 677160 398 676762 283895 213171 7921 5845 70724 15568 8641 1058 7583 134 7449 3400 55156 6927 4668 3162 1506 1394 1274 2259
internal_count=4073804 677315 155 111 78 51 44 677160 398 676762 283895 213171 7921 5845 70724 15568 8641 1058 7583 134 7449 3400 55156 6927 4668 3162 1506 1394 1274 2259
is_linear=0
shrinkage=0.1


Tree=2397
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 6 6 6 5 4 1 1 1 6 6 6 4 6 6 5 4 6 6 4 1 1 6 1 2 6
split_gain=9.7968e+11 1.37341e+13 4.84229e+13 3.56378e+13 1.59611e+14 4.30953e+13 3.16997e+13 3.13793e+13 2.70917e+13 3.08086e+13 2.43902e+13 7.13958e+13 4.08454e+13 3.0603e+13 2.65881e+13 3.03241e+13 3.55379e+13 2.72503e+13 2.39962e+13 5.72187e+13 3.38271e+13 1.90455e+13 1.78881e+13 1.76446e+13 1.69669e+13 1.66617e+13 1.5172e+13 1.89247e+13 1.5059e+13 1.96107e+13
threshold=43.687280500000007 44.046956350000009 17.500000000000004 40.377616600000003 39.625203600000013 30.425000000000001 96.050000000000011 69.605000000000004 3.5000000000000004 5.5000000000000009 43.047633000000012 43.56803845000001 43.997056950000008 134.05000000000004 156.15000000000003 108.05000000000001 5.5000000000000009 189.00000000000003 122.65000000000002 3.5000000000000004 8.5000000000000018 67.00500000000001 110.01500000000001 7.5000000000000009 39.366401150000009 44.628646350000004 29.715000000000003 39.231261550000006 9613.5000000000018 92.02500000000002
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 4 7 -6 -7 21 24 -10 14 13 -13 23 15 -5 -17 -16 20 -20 -18 26 25 28 -9 -14 -2 -28 29 -12
right_child=1 -3 -4 10 5 6 -8 8 9 -11 11 12 22 -15 17 16 18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-315.92588491079692 -13670.825388851681 -4.300344741119801 122121.20063189339 -2315.6901260685931 -6037.3238011853455 95726.072467264079 -34285.359648437501 -22861.472122647872 -34805.036745689657 108589.20083165323 9089.8280140115494 -38991.910258796102 -11515.684126966025 106765.46909839528 152516.69747869318 -110609.57003551138 51729.262574834414 10487.512377232144 128071.61901041667 -81572.436413043484 -92693.137556818197 80578.067458767371 -78226.190364583337 26621.93588926546 -80910.541960685485 7765.1608974791161 -20065.684392755684 14634.380126589575 -31377.821577435665 53015.745994285302
leaf_weight=95846 296 3961675 34 8172 58 301 20 268 29 31 1725 347 776 37 22 55 23 35 30 23 55 36 30 919 62 1061 176 1469 85 108
leaf_count=95846 296 3961675 34 8172 58 301 20 268 29 31 1725 347 776 37 22 55 23 35 30 23 55 36 30 919 62 1061 176 1469 85 108
internal_value=0 7.612 2905.9 2656.45 13041.5 73292 87625.7 3394.25 -22529.3 39282 544.533 6010.24 -7486.14 16407.2 -2760.22 -3224.42 -43150 65305.8 -14827.2 37094 -50107 8508.14 -1630.49 15228.8 -33767.7 -379.605 7171.45 10921.8 9769.83 11677.9
internal_weight=0 3.97796e+06 16283 16249 2746 379 321 2367 390 60 13503 5088 2214 2874 8415 8358 186 57 131 53 78 1977 1867 2837 330 1837 1941 1645 1918 1833
internal_count=4073804 3977958 16283 16249 2746 379 321 2367 390 60 13503 5088 2214 2874 8415 8358 186 57 131 53 78 1977 1867 2837 330 1837 1941 1645 1918 1833
is_linear=0
shrinkage=0.1


Tree=2398
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 4 0 2 0 0 0 6 1 6 0 6 0 7 0 1 0 0 0 6 6 6 6 6 4 0
split_gain=9.80549e+11 3.21015e+13 1.06457e+14 1.4751e+14 2.36023e+14 1.03781e+14 1.13393e+14 8.77256e+13 7.33331e+13 9.96929e+13 1.14315e+14 1.01505e+14 7.41867e+13 7.28303e+13 6.08879e+13 4.86179e+13 4.77533e+13 1.01327e+14 7.91922e+13 7.327e+13 9.5946e+13 5.76764e+13 1.09431e+14 5.4278e+13 4.73699e+13 4.70547e+13 4.67974e+13 4.60302e+13 4.53385e+13 4.32025e+13
threshold=37.873748150000004 37.843405600000004 55.660117850000006 55.768246800000007 6.0000000000000009 14.500000000000002 55.667390500000003 75.000000000000014 55.685785750000008 55.749683450000006 55.696737300000009 79.710000000000022 37.858952300000006 56.010000000000012 55.696737300000009 67.91500000000002 55.922096200000006 6.0000000000000009 56.020150250000007 37.858952300000006 56.006509350000009 55.801384500000005 55.783232450000007 125.02000000000002 58.045000000000009 84.810000000000016 67.00500000000001 57.410000000000004 11.500000000000002 56.041614100000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 14 28 10 -10 12 -12 -3 -4 -14 21 29 19 20 -19 22 24 -23 -5 -13 -11 -15 -9 -18
right_child=-2 2 3 16 5 6 -8 8 9 26 11 25 15 27 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.938427909422686 -28.987204864837011 352.80441267497878 34189.265031928808 4950.1855916255663 76852.343350343217 33224.86786786696 -7226.3158217989449 59226.159475416855 43183.821935156331 15577.858788494394 39891.332802447156 326124.0782451923 112841.29359266494 -54287.589295300764 -7726.7159363969231 273628.0084449405 2916.4061074818828 118417.93743571712 -41007.691324818938 3209.4785701497399 33281.261552705393 -16421.99933986886 25767.265598694925 114378.51729736329 -37599.573853547561 157143.14888888889 58898.481511196092 -15970.175162002131 16043.439387924178 -21127.951402280916
leaf_weight=1021935 3019657 3820 551 476 173 802 5098 283 632 838 170 26 180 366 934 21 6237 218 120 270 337 3695 1191 32 581 45 355 2186 1726 849
leaf_count=1021935 3019657 3820 551 476 173 802 5098 283 632 838 170 26 180 366 934 21 6237 218 120 270 337 3695 1191 32 581 45 355 2186 1726 849
internal_value=0 83.0353 3191.28 6046.05 14265.7 510.792 -1727.7 28765.6 36037.7 48365.8 70467.4 109479 88515.2 -8385.49 7825.95 129640 -898.965 4137.53 34895.8 45936.3 66722.3 -7668.52 4982.09 -15298.9 -18438.1 219023 28468.7 -21465.5 22126.4 35.5623
internal_weight=0 1.05415e+06 32212 25840 11834 6073 5900 5761 4276 2267 1074 442 371 6372 1485 201 14006 8031 945 825 555 5975 2248 3727 1057 71 1193 2552 2009 7086
internal_count=4073804 1054147 32212 25840 11834 6073 5900 5761 4276 2267 1074 442 371 6372 1485 201 14006 8031 945 825 555 5975 2248 3727 1057 71 1193 2552 2009 7086
is_linear=0
shrinkage=0.1


Tree=2399
num_leaves=31
num_cat=0
split_feature=2 1 1 0 6 6 0 6 4 6 5 3 6 4 6 4 6 3 1 6 2 6 2 5 6 7 2 2 0 4
split_gain=1.07316e+12 5.8564e+12 2.60176e+13 1.00734e+14 8.38935e+13 6.52991e+13 5.0791e+13 3.99146e+13 3.3774e+13 2.71165e+13 3.56553e+13 2.62352e+13 2.85405e+13 3.18359e+13 5.28848e+13 2.55908e+13 2.01039e+13 1.8779e+13 1.85827e+13 1.87541e+13 2.25963e+13 2.59308e+13 1.91421e+13 1.82217e+13 3.63437e+13 1.93755e+13 1.62463e+13 7.76471e+13 7.79945e+13 8.57278e+13
threshold=3338.0000000000005 45.71452080000001 45.126607350000008 54.188398350000007 89.00500000000001 88.00500000000001 53.888505650000006 55.015000000000008 15.500000000000002 54.990000000000002 1.5000000000000002 6.5000000000000009 62.995000000000012 9.5000000000000018 78.605000000000004 10.500000000000002 68.00500000000001 3.5000000000000004 47.386825600000002 98.020000000000024 4829.0000000000009 65.00500000000001 4244.5000000000009 2.5000000000000004 64.015000000000015 6.0000000000000009 5209.5000000000009 5719.5000000000009 54.188398350000007 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 5 6 -4 9 17 -8 -11 23 -13 14 -14 -5 -17 -6 19 20 22 -22 -3 25 -25 -9 -2 28 29 -28
right_child=1 18 3 15 8 -7 7 11 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-42.726084401249331 1731.1423380675071 -1860.3776636068787 -41822.152743084116 -2030.2940115306778 48495.695380284931 -117807.20757211538 9139.2014033682699 53146.42745419385 -30097.103542564659 -97867.943579545463 18810.468836791992 43894.749504697713 5989.9088723104505 8889.2114539962222 -137846.56045809659 -16512.919414133044 -70350.118131510419 109128.96974754333 3.113832866624143 -37661.395652324019 -12734.229339055586 -66675.813264648445 42921.264509204833 2267.0763983590264 41930.217280553021 5532.5868505385324 -18712.436193307225 119.48171438108662 -101.12971193390577 -75739.184410663685
leaf_weight=2406287 55626 1738 171 6628 85 39 4226 502 29 55 50 153 61 332 44 398 84 128 1435119 198 819 100 101 448 477 103 1903 155364 2230 306
leaf_count=2406287 55626 1738 171 6628 85 39 4226 502 29 55 50 153 61 332 44 398 84 128 1435119 198 819 100 101 448 477 103 1903 155364 2230 306
internal_value=0 61.6553 530.83 4706.09 13310.8 11209.6 11969.4 13395.3 71148 7891.95 -42306.8 24638.2 6724.15 -6289.81 -54284.4 -3648.15 -25895.3 84932.6 -13.2006 -7933.75 -5799.57 -18603.8 599.082 31546.2 22720.4 45040.3 259.242 -253.114 -13293.9 -26612
internal_weight=0 1.66752e+06 229442 14013 6903 6661 6622 6451 242 4331 105 2120 590 437 105 7110 482 213 1.43808e+06 2956 2758 919 1839 1530 925 605 215429 159803 4439 2209
internal_count=4073804 1667517 229442 14013 6903 6661 6622 6451 242 4331 105 2120 590 437 105 7110 482 213 1438075 2956 2758 919 1839 1530 925 605 215429 159803 4439 2209
is_linear=0
shrinkage=0.1


Tree=2400
num_leaves=31
num_cat=0
split_feature=4 0 3 0 6 6 5 3 1 6 2 0 0 1 1 7 3 5 3 1 4 3 6 6 1 2 7 0 0 0
split_gain=1.02847e+12 9.88582e+12 2.21083e+13 9.7381e+12 9.33238e+12 2.97374e+13 3.08583e+13 5.98221e+13 3.2679e+13 2.79468e+13 3.75497e+13 4.24421e+13 4.28334e+13 2.99828e+13 4.85091e+13 2.53349e+13 2.30012e+13 2.61421e+13 2.56793e+13 3.28099e+13 4.22353e+13 2.81789e+13 5.87079e+13 8.97025e+13 6.46338e+13 4.37075e+13 2.9033e+13 2.47368e+13 5.77722e+13 2.2809e+13
threshold=22.500000000000004 43.550475500000012 6.5000000000000009 60.042359000000012 101.02000000000002 98.020000000000024 2.5000000000000004 14.500000000000002 37.488790500000007 99.050000000000011 2599.0000000000005 45.029425500000009 45.040161900000008 30.330566300000005 37.682335600000009 6.0000000000000009 15.500000000000002 4.5000000000000009 11.500000000000002 82.941727000000014 24.500000000000004 9.5000000000000018 116.05000000000001 118.04500000000002 60.571186450000006 3191.5000000000005 6.0000000000000009 45.047736150000013 53.20799465000001 55.034466500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 13 -11 -12 -13 -8 -15 29 17 18 21 -20 -21 -6 -23 -24 25 27 -26 -25 -29 -14
right_child=1 3 -4 -5 16 6 9 -9 -10 10 11 12 15 14 -16 -17 -18 -19 19 20 -22 22 23 24 26 -27 -28 28 -30 -31
leaf_value=-15.24474017791502 110626.3416766827 64.202184839569952 5671.5152587890625 2582.8873813226692 -8100.7540103692781 99622.110795454544 -81347.630983664771 130043.73621031747 -45768.767810997597 -26055.535994302918 -48494.018082524271 134829.97962449596 56876.517417307994 105811.43496500653 19740.591259108009 -2077.6110602051936 1897.4799189414302 54402.923388671879 -22559.553044971526 159190.94388586958 -10873.668964843751 -7984.9325627770322 211115.86257812503 86579.627766113292 154317.87436224491 -129220.07133152173 21885.656296875 -128531.86645676187 29136.303275240389 9858.745870798939
leaf_weight=3730401 26 314603 88 15772 3340 22 22 63 52 349 103 31 201 84 297 423 5345 68 1399 23 40 527 30 40 49 23 25 29 117 212
leaf_count=3730401 26 314603 88 15772 3340 22 22 63 52 349 103 31 201 84 297 423 5345 68 1399 23 40 527 30 40 49 23 25 29 117 212
internal_value=0 165.604 29608.6 155.827 38.9486 138.718 12749.2 58426.8 -2544.45 9115.18 2073.44 12194.1 19403.8 32162.5 38716.8 15123.7 -2817.07 -7230.25 -7973.08 -19380.6 51213.4 -3983.19 12389 46692.8 29262.8 826.061 109577 16907 -2181.35 32741.5
internal_weight=0 343403 114 343289 327517 316462 1859 137 74 1722 1319 970 867 403 381 836 11055 5710 5642 1462 63 4180 840 313 283 209 74 186 146 413
internal_count=4073804 343403 114 343289 327517 316462 1859 137 74 1722 1319 970 867 403 381 836 11055 5710 5642 1462 63 4180 840 313 283 209 74 186 146 413
is_linear=0
shrinkage=0.1


Tree=2401
num_leaves=31
num_cat=0
split_feature=0 6 5 3 0 1 6 4 6 4 4 6 6 0 1 1 4 3 6 4 1 1 6 5 4 4 4 3 3 1
split_gain=1.13097e+12 1.07142e+13 1.73855e+13 3.29061e+13 3.18504e+13 1.40127e+14 1.11093e+14 8.61766e+13 7.25616e+13 7.29775e+13 8.12591e+13 7.72952e+13 7.09481e+13 6.97481e+13 6.68894e+13 1.05201e+14 1.43638e+14 7.47829e+13 6.39859e+13 6.22338e+13 1.09301e+14 1.03194e+14 6.05752e+13 4.98977e+13 1.1068e+14 4.72083e+13 9.02669e+13 8.72989e+13 7.86032e+13 7.18659e+13
threshold=59.963561900000009 35.010000000000012 1.5000000000000002 8.5000000000000018 59.990753350000013 30.362494150000003 63.005000000000003 15.500000000000002 73.41500000000002 20.500000000000004 14.500000000000002 68.515000000000015 43.010000000000012 59.982409200000006 30.205407000000005 30.277905650000005 7.5000000000000009 2.5000000000000004 77.565000000000012 15.500000000000002 30.624707450000006 30.425503950000003 75.605000000000004 2.5000000000000004 16.500000000000004 7.5000000000000009 10.500000000000002 3.5000000000000004 2.5000000000000004 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -4 -12 22 -10 16 17 -16 -18 20 -15 -21 -8 -14 -25 -17 28 -28 -27 -29
right_child=1 2 3 -5 -6 6 13 -9 14 -11 12 -13 23 19 15 25 18 -19 -20 21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=12.195983482991579 1351.350963634073 -2090.883963418431 -2197.1888297690116 2803.1928692906499 -111.7006586967011 -21435.784462352301 -55182.965433028381 10612.700216263453 -70839.820943509621 -119005.73874162947 200617.62864708534 -40170.946748323266 6518.8990291472401 -152150.77779829546 49718.888333333336 -12627.187747915996 121136.03875713046 211985.55781250002 11540.600249801857 -66025.320801104623 -9112.4845437351669 69520.725877490942 -4414.4079942381231 176861.0851283482 -66640.109821428574 -21484.459597473146 32667.483479504706 -51647.1669921875 56438.837014851539 10774.301003728437
leaf_weight=3866640 35591 51563 3410 32827 74194 2057 380 1417 91 56 26 636 248 165 45 776 63 77 345 302 79 69 616 56 28 160 468 395 678 346
leaf_count=3866640 35591 51563 3410 32827 74194 2057 380 1417 91 56 26 636 248 165 45 776 63 77 345 302 79 69 616 56 28 160 468 395 678 346
internal_value=0 -227.633 -555.177 104.648 -911.434 -5479.56 -18429 -8363.62 2851.4 -5568.25 -4125.82 -8166.37 41539.2 -40134.3 13754.9 16050.8 56930.8 152133 28463.4 -66613.8 -105839 -40815.9 -23783.9 29081.3 95694 8375.83 16337.9 -1145.03 41560.9 -22500.3
internal_weight=0 207164 171573 120010 87183 12989 5085 3474 7904 4460 4404 4046 358 1611 3444 3353 530 122 408 615 244 371 996 332 84 2823 2047 1209 838 741
internal_count=4073804 207164 171573 120010 87183 12989 5085 3474 7904 4460 4404 4046 358 1611 3444 3353 530 122 408 615 244 371 996 332 84 2823 2047 1209 838 741
is_linear=0
shrinkage=0.1


Tree=2402
num_leaves=31
num_cat=0
split_feature=4 0 0 1 4 0 1 1 1 1 6 6 0 0 1 0 6 6 6 1 1 1 6 6 6 1 5 6 6 1
split_gain=9.9808e+11 7.82633e+12 2.60618e+13 4.92009e+13 3.29495e+13 2.50767e+13 5.03725e+13 2.46394e+13 4.59987e+13 8.58495e+13 1.05189e+14 6.86688e+13 4.75614e+13 4.18284e+13 3.47784e+13 3.99897e+13 4.07122e+13 2.96638e+13 2.89498e+13 2.30978e+13 4.25495e+13 7.33702e+13 5.53923e+13 4.61087e+13 3.16389e+13 3.15364e+13 2.5678e+13 2.25882e+13 2.55402e+13 2.24286e+13
threshold=5.5000000000000009 55.649510000000014 55.743464250000009 52.419561900000012 4.5000000000000009 55.660117850000006 38.011626600000007 49.176406850000006 37.517483500000004 37.442254400000003 76.00500000000001 83.820000000000007 55.721784200000009 55.702806750000008 37.425454150000007 55.702806750000008 71.715000000000018 54.410000000000004 30.985000000000003 38.166910000000009 37.843405600000004 37.858952300000006 64.405000000000015 39.505000000000003 92.02500000000002 37.682335600000009 3.5000000000000004 122.65000000000002 108.05000000000001 83.971434050000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 11 13 14 -12 -11 15 16 18 -9 -6 20 24 -22 23 -23 -10 26 -26 28 -19 -5
right_child=-2 2 -4 29 7 -7 -8 17 19 10 12 -13 -14 -15 -16 -17 -18 27 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-144.972006884622 -30.950405727663686 39748.684984705513 202.42402570930605 -29026.891575219863 49793.640843161556 -4023.8034067206518 -27862.053689440843 6205.0532455642633 -4528.8313068824937 88028.06696777344 -198018.68325 95728.580839596514 8875.5303125000009 36257.255471477831 -52954.529441646104 16783.03982919503 -146089.63011363635 19373.422467089269 -14025.906491306036 -8558.2636195671657 163003.53247070312 -2214.9252484746812 -54088.084366474453 24317.969246581531 27907.942122395834 -3202.422066326531 175345.89758391204 -46792.372212009803 113723.69388469828 -5200.3076751192502
leaf_weight=659999 2928705 359 457023 557 78 5477 159 4926 4244 220 25 79 20 537 114 1084 22 2688 801 2262 32 1090 126 1641 21 49 27 51 29 1359
leaf_count=659999 2928705 359 457023 557 78 5477 159 4926 4244 220 25 79 20 537 114 1084 22 2688 801 2262 32 1090 126 1641 21 49 27 51 29 1359
internal_value=0 79.1587 384.098 3341.3 4474.17 -2034.81 18995.6 6409.17 3663.72 14502.4 42473 4202.82 -106066 51302.9 758.066 3842.82 -11725.7 10859.6 -8362.74 260.943 3020.15 12423.9 10737.3 13728.1 -3238.16 53231.8 110842 19142.8 20380.5 -12126.9
internal_weight=0 1.1451e+06 485100 28077 26161 5995 518 20166 12472 2980 802 2178 45 757 2099 1985 901 7694 879 9492 7230 2889 2857 2731 4341 97 48 2768 2717 1916
internal_count=4073804 1145099 485100 28077 26161 5995 518 20166 12472 2980 802 2178 45 757 2099 1985 901 7694 879 9492 7230 2889 2857 2731 4341 97 48 2768 2717 1916
is_linear=0
shrinkage=0.1


Tree=2403
num_leaves=31
num_cat=0
split_feature=4 2 0 6 0 1 1 0 6 6 0 6 6 6 6 0 5 1 3 0 1 0 0 6 6 6 0 0 6 2
split_gain=1.00114e+12 5.5164e+12 1.13339e+13 6.6518e+12 5.96826e+12 1.29753e+13 5.86416e+12 1.31617e+13 1.06062e+13 2.20894e+13 1.05672e+13 3.43742e+13 1.33205e+13 2.37823e+13 1.34876e+13 1.00095e+13 2.46819e+13 1.23722e+13 8.48891e+12 8.43567e+12 8.9969e+12 7.62834e+12 9.71179e+12 2.39432e+13 2.07832e+13 1.06849e+13 8.93329e+12 8.0462e+12 7.22194e+12 7.18109e+12
threshold=2.5000000000000004 2200.0000000000005 58.08467765000001 156.15000000000003 55.897267000000006 38.166910000000009 39.735861600000007 61.686687400000004 82.905000000000015 89.00500000000001 43.6005307 34.905000000000008 67.445000000000007 78.010000000000005 47.805000000000007 57.634352600000007 4.5000000000000009 53.67029225000001 1.5000000000000002 63.565651350000003 54.62357655000001 57.174562350000009 57.205086850000008 122.65000000000002 63.415000000000006 94.02500000000002 56.904718250000009 56.872182500000008 99.050000000000011 14624.000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 18 14 -14 -13 21 17 -17 -3 20 -19 26 24 28 -23 -26 27 -8 -24 -21
right_child=-2 6 -4 4 -6 -7 15 8 9 -11 -12 12 13 -15 -16 16 -18 19 -20 29 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1593.3190980959082 -8.3414481516242187 3664.5131171875 22147.221639784122 111604.00989583333 -7550.689778645833 3970.0822916666666 763.02867035778627 6319.2413975726358 125722.6211447011 -3620.7176726310486 -1563.1792688935507 -72732.879473407447 -158989.99933894232 -13944.38453125 6816.274301861703 -9644.5449208124464 90542.183353097105 19554.245036052285 86072.836968749994 22256.111121196132 -2658.4930338359609 -6203.0555980413737 5149.6927753576711 -96454.845380434781 116996.55382543104 38076.049627976194 -6727.1885497056392 11397.963371802436 42235.077314814815 -24970.948983187292
leaf_weight=13562 3961637 25 278 21 24 24 59641 1424 23 31 25784 39 26 20 47 2223 28 191 25 248 4023 71 1904 23 29 42 1580 720 54 37
leaf_count=13562 3961637 25 278 21 24 24 59641 1424 23 31 25784 39 26 20 47 2223 28 191 25 248 4023 71 1904 23 29 42 1580 720 54 37
internal_value=0 294.613 2158.55 1750.89 32721 54199.2 30.7612 -1210.19 7968.86 51470 -1732.67 -25744 -52491.3 -95926.7 -29258.3 511.692 -3151.01 -3541.28 44868.7 -525.598 -1651.7 897.607 6791.77 4980.94 32054.1 70311.2 695.587 889.885 6172.48 16124.9
internal_weight=0 112167 13909 13631 69 45 98258 27444 1478 54 25966 182 132 46 86 70814 6750 6722 50 4499 4214 64064 2123 1981 142 71 61941 60361 1958 285
internal_count=4073804 112167 13909 13631 69 45 98258 27444 1478 54 25966 182 132 46 86 70814 6750 6722 50 4499 4214 64064 2123 1981 142 71 61941 60361 1958 285
is_linear=0
shrinkage=0.1


Tree=2404
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 6 6 3 6 4 4 4 4 3 4 5 1 6 6 3 6 7 1 6 6 3 3 1 4
split_gain=1.01503e+12 1.7367e+13 1.90895e+13 2.64184e+13 3.43863e+13 4.81082e+13 2.641e+13 3.94582e+13 6.94096e+13 5.46361e+13 7.68374e+13 5.00632e+13 3.60014e+13 5.84012e+13 3.37726e+13 2.79779e+13 2.59991e+13 3.46798e+13 3.3232e+13 4.47403e+13 2.82883e+13 2.6388e+13 3.81198e+13 2.55882e+13 3.62608e+13 2.92027e+13 2.61557e+13 2.37135e+13 2.2986e+13 2.23652e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 82.901648750000021 43.905000000000008 82.906746050000024 98.020000000000024 106.49500000000002 16.500000000000004 118.04500000000002 22.500000000000004 16.500000000000004 16.500000000000004 24.500000000000004 3.5000000000000004 19.500000000000004 2.5000000000000004 83.00362155000002 49.895000000000003 59.010000000000012 8.5000000000000018 41.505000000000003 6.0000000000000009 83.011163250000024 68.00500000000001 42.405000000000008 2.5000000000000004 6.5000000000000009 82.860505900000007 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 28 -5 -6 -7 8 12 10 11 14 -8 -14 -9 -13 21 -18 -19 -20 27 -4 23 25 -25 26 -23 -21 -3 -11
right_child=-2 2 16 4 5 6 7 9 -10 29 -12 15 13 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.2412629021554595 -42.546446131172779 1399.2863317630979 -2272.6265459601732 -1927.8159033177906 124203.48486842106 15469.989824602288 -8223.4516041666666 124188.3364416788 149132.36731770833 -79009.462568933828 -46351.921813964844 225621.98849676727 -86110.88153935186 46214.66751069569 20669.330361162607 91919.488717830885 -9405.7477672596342 -55246.039224137938 64455.191283993321 3891.2254689944803 -21563.579664051467 -6599.2394084494144 10523.359605376865 13102.398573335578 -25095.468360785202 -4268.480611664846 28801.234400996665 33762.838207558474 -21479.837084886356 3561.6018556783129
leaf_weight=1667463 2359546 4156 8887 2420 38 4615 450 43 24 34 64 29 162 42 118 34 4909 87 131 1438 354 341 6430 2417 277 7008 538 326 491 932
leaf_count=1667463 2359546 4156 8887 2420 38 4615 450 43 24 34 64 29 162 42 118 34 4909 87 131 1438 354 341 6430 2417 277 7008 538 326 491 932
internal_value=0 58.562 1958.56 5105.54 8265.64 12011.7 11360.6 1544.32 -17891.3 12052.6 50280.8 77890.1 -24020.6 -58867.4 48317.3 153465 662.276 -4633.1 5396.4 7742.28 4234.54 2143.66 4450.85 760.634 9174.85 -2113.45 15067.9 9411.72 -1018.11 655.374
internal_weight=0 1.71426e+06 46795 13652 9005 6585 6547 1932 678 1254 288 224 654 204 161 63 33143 7245 2336 2249 2118 25898 17011 10581 2694 7887 879 1764 4647 966
internal_count=4073804 1714258 46795 13652 9005 6585 6547 1932 678 1254 288 224 654 204 161 63 33143 7245 2336 2249 2118 25898 17011 10581 2694 7887 879 1764 4647 966
is_linear=0
shrinkage=0.1


Tree=2405
num_leaves=31
num_cat=0
split_feature=6 6 1 5 0 4 5 0 1 6 4 1 0 1 4 0 4 4 1 1 4 6 0 0 1 0 0 1 0 6
split_gain=1.01409e+12 5.12437e+12 1.50324e+13 1.93013e+13 1.90441e+13 3.75553e+13 2.77172e+13 4.9735e+13 2.43259e+13 2.19833e+13 2.66767e+13 1.9084e+13 2.55093e+13 4.40797e+13 2.50323e+13 5.43139e+13 5.01272e+13 3.48924e+13 3.13319e+13 2.50208e+13 3.86209e+13 2.47291e+13 2.34268e+13 2.32824e+13 2.85916e+13 4.14712e+13 2.64833e+13 3.5043e+13 2.70134e+13 2.31253e+13
threshold=41.505000000000003 46.010000000000012 38.011626600000007 2.5000000000000004 55.030407050000001 7.5000000000000009 1.5000000000000002 55.026775150000006 82.991167100000027 42.005000000000003 3.5000000000000004 39.843340650000009 57.634352600000007 39.908802000000009 5.5000000000000009 55.039488700000007 24.500000000000004 14.500000000000002 82.956351500000011 49.176406850000006 8.5000000000000018 45.005000000000003 56.872182500000008 55.883833400000007 82.981285100000022 55.046782850000007 55.676890650000011 48.411058050000008 55.858844800000007 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 3 -2 5 9 -7 8 -8 -4 -11 -6 14 -14 23 16 -16 19 -18 -17 22 -22 -21 24 26 -26 -13 -28 29 -29
right_child=1 -3 4 -5 11 6 7 -9 -10 10 -12 12 13 -15 15 17 18 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=72.673958695069729 480.53681558592882 32.067320356086896 -4968.2888293465321 13110.306934366061 -3842.0762598163524 528.12693226665181 5384.9249210483713 39948.809708182918 -3341.870213977978 3455.1780347103095 -1485.6076925288601 -1329.3162976097753 33902.023626552771 1906.1620105605934 -9000.6173011908631 165.89737676735018 449.10416802300352 675.67351743262088 -52453.86799418334 -12130.456204726479 -5657.6535631546594 2714.3167288632371 -41733.02653937108 -1773.3999276160441 25660.612393011113 3643.219972528078 -30436.494869050268 7458.3937126721285 22963.637641547044 -2152.4852788484113
leaf_weight=1305005 134702 2237135 14179 1221 25934 76732 18564 389 3858 12981 69097 23374 442 16661 2191 11524 144 27598 503 704 27946 4038 431 41833 1127 3551 281 6935 806 3918
leaf_count=1305005 134702 2237135 14179 1221 25934 76732 18564 389 3858 12981 69097 23374 442 16661 2191 11524 144 27598 503 704 27946 4038 431 41833 1127 3551 281 6935 806 3918
internal_value=0 -34.2531 -313.316 593.99 -624.944 76.0592 1437.94 4498.4 3883.37 -1332.32 -704.201 -1311.43 -934.26 2733.04 -1334.01 -2652.62 -16222.7 -2119.52 -40679.5 -3847.49 -5243.97 -4600.69 -23371.6 -124.106 1601.11 8947.54 627.941 4459.51 5300.56 3988.81
internal_weight=0 2.7688e+06 531664 135923 395741 195800 99543 22811 22422 96257 82078 199941 174007 17103 156904 75079 2838 72241 647 44643 33119 31984 1135 81825 39992 4678 35314 11940 11659 10853
internal_count=4073804 2768799 531664 135923 395741 195800 99543 22811 22422 96257 82078 199941 174007 17103 156904 75079 2838 72241 647 44643 33119 31984 1135 81825 39992 4678 35314 11940 11659 10853
is_linear=0
shrinkage=0.1


Tree=2406
num_leaves=31
num_cat=0
split_feature=0 1 1 1 4 4 4 6 6 3 6 6 3 6 3 4 4 5 6 3 5 3 6 6 6 1 0 0 1 2
split_gain=1.07653e+12 5.19399e+12 9.47478e+12 9.16435e+12 9.00409e+12 7.80666e+12 6.58314e+12 8.39571e+12 2.27614e+13 4.20636e+13 2.43743e+13 1.71358e+13 7.82023e+12 3.22023e+13 1.53023e+13 1.03712e+13 7.57961e+12 6.95079e+12 1.0175e+13 3.22064e+13 2.23107e+13 1.43786e+13 9.46172e+12 6.13167e+12 1.07767e+13 6.06813e+12 1.18048e+13 8.15175e+12 1.75825e+13 1.12008e+13
threshold=61.78914120000001 39.749243900000003 34.382014200000008 39.843340650000009 5.5000000000000009 2.5000000000000004 13.500000000000002 88.825000000000003 93.050000000000011 4.5000000000000009 108.05000000000001 106.49500000000002 5.5000000000000009 66.990000000000023 7.5000000000000009 10.500000000000002 7.5000000000000009 3.5000000000000004 67.91500000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 75.010000000000005 92.02500000000002 62.995000000000012 30.624707450000006 63.565651350000003 63.565651350000003 33.882313700000005 14143.500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 12 -9 10 -10 -11 17 15 -15 -14 -12 18 25 -20 -21 -22 -19 24 -8 26 -2 28 -27 -29
right_child=1 3 5 -5 -6 -7 23 8 9 11 16 -13 13 14 -16 -17 -18 22 19 20 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=4.3079216322957476 -49011.171026204429 36798.499676132204 1079.9093098958335 -166.96658953576309 5166.0996591700186 -21469.959225866442 10850.470922534498 86262.458593750009 -79243.195397727279 128849.17376077588 31840.455183919272 10237.044470214845 -7573.1292651897929 -105799.8838671875 -23922.752376302087 51107.301562500004 -41432.277548828133 -5989.9074502634448 -13080.179955616113 144403.71590909091 17074.983496093751 103797.00356445313 -50052.702941176474 -29949.686738281249 82374.276077586212 -30963.260835665944 16779.477321940107 -23202.467890792745 594.0846402369508 1232.5791452828491
leaf_weight=4045394 30 128 228 21484 303 470 77 39 55 29 48 21 345 50 42 33 20 172 167 22 94 24 68 20 29 187 300 433 3161 331
leaf_count=4045394 30 128 228 21484 303 470 77 39 55 29 48 21 345 50 42 33 20 172 167 22 94 24 68 20 29 187 300 433 3161 331
internal_value=0 -613.42 -3097.1 122.675 14560.4 -14104.1 -1771.78 -2274.09 17250.8 1693.21 -29745.4 79032.1 -3032.34 -15363.7 -68421.2 -2450.23 10289.7 -1870.63 -1031.53 16575.5 51950.4 34713.4 -18474.4 20836.1 30418.3 -2248.4 10798.5 -3295.46 -1168.53 -12616.1
internal_weight=0 28410 6495 21915 431 698 5797 5671 212 173 123 50 5459 470 92 378 68 4989 4749 307 140 118 240 126 106 4442 330 4112 3348 764
internal_count=4073804 28410 6495 21915 431 698 5797 5671 212 173 123 50 5459 470 92 378 68 4989 4749 307 140 118 240 126 106 4442 330 4112 3348 764
is_linear=0
shrinkage=0.1


Tree=2407
num_leaves=31
num_cat=0
split_feature=2 4 4 1 1 6 0 0 4 1 1 3 6 1 3 3 3 5 3 5 3 0 6 6 0 0 3 6 4 0
split_gain=1.07786e+12 5.78152e+12 3.49658e+13 1.7097e+13 1.93745e+13 2.92673e+13 1.59389e+13 1.43772e+13 2.74252e+13 2.23726e+13 2.09047e+13 2.01706e+13 2.00687e+13 4.09096e+13 1.43187e+13 1.41707e+13 1.17442e+13 1.16786e+13 1.14135e+13 1.35053e+13 1.1175e+13 1.08984e+13 1.67096e+13 2.06432e+13 1.32159e+13 1.08491e+13 9.62299e+12 9.52936e+12 9.51877e+12 2.67995e+13
threshold=3338.0000000000005 28.500000000000004 29.500000000000004 60.549354600000008 60.636764050000004 45.995000000000012 56.904718250000009 56.791379400000004 31.500000000000004 60.636764050000004 60.571186450000006 11.500000000000002 66.50500000000001 60.620042600000012 14.500000000000002 22.500000000000004 14.500000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 56.83050475000001 84.00500000000001 68.00500000000001 56.838524800000009 56.802121050000004 21.500000000000004 103.03500000000001 26.500000000000004 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 26 7 10 9 11 -4 18 -13 27 -3 16 -7 20 -9 -20 -10 -22 23 -23 -25 -6 -5 -14 -2 -30
right_child=1 2 6 4 25 15 -8 8 17 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-42.81968828874065 60.885384641433987 -23189.156796025713 16336.918919187898 -36901.887252044682 -25829.972654890382 -58207.586011584062 70560.286169433602 28226.492955872254 -16023.233671524566 83521.448984375005 -26244.581255850379 9386.4273144104136 11605.155997329161 113101.51496995192 25429.219945526125 -41612.013577974765 -138198.529125 -31049.019162288183 -6085.5285578329094 -79292.369372106492 5753.6054935523362 -1327.3864750222601 52984.902621527777 -70507.810665760873 -20264.606581896242 9138.3977504493923 41932.413932291674 66536.781327174263 8557.7294159885205 -10958.482036288708
leaf_weight=2406287 1656765 115 157 32 413 29 32 91 472 45 434 443 166 65 128 52 50 142 378 27 1682 850 45 69 217 113 30 39 3559 877
leaf_count=2406287 1656765 115 157 32 413 29 32 91 472 45 434 443 166 65 128 52 50 142 378 27 1682 850 45 69 217 113 30 39 3559 877
internal_value=0 61.7904 -2957.99 -20511 -28261.2 -55360.9 195.915 -227.171 1609.86 14287.9 -14932.7 11711 22484.1 43974 2420.52 -82150.9 -108835 -2962.55 -3775.43 -10966 -1766.66 583.705 -6779.35 -9146.78 -32386.2 -18317.8 1243.74 22055.6 73.2718 4699.36
internal_weight=0 1.66752e+06 6316 962 719 193 5354 5322 4731 1254 591 1209 713 270 243 131 79 3477 496 405 3335 2863 1181 1136 286 526 62 205 1.6612e+06 4436
internal_count=4073804 1667517 6316 962 719 193 5354 5322 4731 1254 591 1209 713 270 243 131 79 3477 496 405 3335 2863 1181 1136 286 526 62 205 1661201 4436
is_linear=0
shrinkage=0.1


Tree=2408
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 3 4 6 6 1 3 7 1 6 2 0 1 1 6 4 4 6 4 5 5 4 5 6 4 6
split_gain=1.02593e+12 1.19941e+13 4.28965e+13 7.11555e+13 7.06827e+13 4.39856e+13 3.43677e+13 3.36353e+13 2.5267e+13 2.36498e+13 2.26909e+13 2.09893e+13 1.83925e+13 3.21609e+13 2.09996e+13 1.02013e+14 1.06224e+14 8.65463e+13 5.11887e+13 3.96952e+13 9.98746e+13 3.84416e+13 3.81728e+13 5.05564e+13 3.7706e+13 3.97067e+13 3.47642e+13 3.11459e+13 4.312e+13 7.11349e+13
threshold=56.128722100000005 56.288960650000007 2865.5000000000005 37.46219940000001 18.500000000000004 18.500000000000004 4.5000000000000009 73.00500000000001 51.015000000000008 34.382014200000008 6.5000000000000009 6.0000000000000009 47.256487700000001 149.05000000000004 2875.5000000000005 56.228352100000002 44.064675150000006 44.064675150000006 68.00500000000001 5.5000000000000009 3.5000000000000004 168.45000000000002 18.500000000000004 4.5000000000000009 2.5000000000000004 16.500000000000004 2.5000000000000004 38.995000000000012 8.5000000000000018 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 6 7 9 -2 -5 -7 -4 -9 -10 14 -14 15 17 22 -11 -19 20 -18 27 23 -17 -21 -26 -22 -16 29 -29
right_child=1 -3 5 4 -6 8 -8 10 11 12 -12 -13 13 -15 21 16 19 18 -20 24 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-29.941419656325976 -19241.719990861711 0.31625890726668737 -51215.419873649691 -13822.23080309241 142861.427734375 1487.0028250574615 6142.6914161214954 -26231.798535701815 -63468.824740116979 -901.27284279328273 -82432.846417236331 -18301.171853962351 -330.73517999965026 -59081.451355759636 -3785.1335479914378 4679.8174123536201 -39243.098676990332 -19804.260484624392 -64385.12731791976 29986.045683470136 53724.289413757324 75490.749428353665 -10469.686841886718 -94045.47747896635 13230.542131671798 -53966.118467881955 123796.43030573329 4654.9829371627156 5386.5623097822536 38201.03668417703
leaf_weight=3004321 611 1006471 81 3445 28 263 4197 179 183 3826 120 235 10624 94 2271 20803 84 1627 306 1185 160 82 1873 52 354 117 127 1342 7548 1195
leaf_count=3004321 611 1006471 81 3445 28 263 4197 179 183 3826 120 235 10624 94 2271 20803 84 1627 306 1185 160 82 1873 52 354 117 127 1342 7548 1195
internal_value=0 84.1094 1422.51 -5149.27 -15430.8 2458.41 2916.84 -16614.6 -22796.6 2778.38 -48787.4 -38075.5 2859.87 -845.996 3784.61 2372.92 5161.74 -9614.8 -26861.6 27096.5 56662 7247.89 3205.48 4433.66 20472.9 -3461.62 84731.8 6795 9177.49 20456.1
internal_weight=0 1.06948e+06 63012 8580 3772 54432 4808 3744 681 53751 299 418 53670 10718 42952 30514 24755 5759 1933 2027 371 12438 22728 20855 1656 471 287 12356 10085 2537
internal_count=4073804 1069483 63012 8580 3772 54432 4808 3744 681 53751 299 418 53670 10718 42952 30514 24755 5759 1933 2027 371 12438 22728 20855 1656 471 287 12356 10085 2537
is_linear=0
shrinkage=0.1


Tree=2409
num_leaves=31
num_cat=0
split_feature=4 2 0 1 3 5 6 0 4 6 6 6 3 1 6 6 6 1 0 0 6 0 0 0 1 5 6 0 1 6
split_gain=1.03836e+12 8.48314e+12 1.79233e+13 4.86323e+13 2.31006e+13 3.94506e+13 2.79754e+13 2.24871e+13 2.55461e+13 2.13371e+13 1.95678e+13 1.88251e+13 1.96924e+13 2.50785e+13 1.6468e+13 3.25328e+13 3.47689e+13 2.87227e+13 4.33897e+13 3.30746e+13 2.85812e+13 2.72966e+13 2.35974e+13 2.35673e+13 2.25705e+13 2.13566e+13 3.24817e+13 3.18783e+13 4.26381e+13 3.66521e+13
threshold=5.5000000000000009 36.000000000000007 55.883833400000007 37.563506350000004 1.5000000000000002 2.5000000000000004 70.50500000000001 55.866549750000011 3.5000000000000004 43.010000000000012 36.905000000000008 71.030000000000015 1.5000000000000002 37.600779750000008 36.405000000000008 38.205000000000005 37.995000000000012 37.517483500000004 55.791814000000009 55.737027400000009 36.005000000000003 55.622114900000007 55.737027400000009 55.676890650000011 37.71815560000001 2.5000000000000004 45.305000000000007 55.801384500000005 37.740454950000007 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 7 4 5 -4 9 14 -9 10 -6 12 13 -10 20 16 22 -18 19 -19 21 -1 23 -16 -23 26 -17 -28 29 -29
right_child=-2 -3 3 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15 15 25 17 18 -20 -21 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-17961.533718800663 -31.568786093354262 118.73820407393316 -18017.183573190789 -140898.63304924243 -19684.056497896636 125247.68278556036 -128799.57172475963 -84447.652911931829 28882.870088465075 24464.822863051471 -132189.50482510656 -61935.707540760865 42081.32564912684 -87586.488604525861 -3809.348584948088 -774.56692982791947 -12994.536070478724 -86018.250625000001 -33409.543092105268 -261852.2048233696 72112.104356461874 9681.7322411936657 -39388.202604687503 103511.88941127232 -5474.5914401976534 2275.3643327783602 -7522.246092983125 -9498.9665693520419 -62090.585387772124 -105811.92034970238
leaf_weight=598 2928705 1123208 57 33 52 29 26 22 51 68 22 23 323 29 76 6014 47 20 38 23 59 3039 125 28 1452 5269 3392 667 267 42
leaf_count=598 2928705 1123208 57 33 52 29 26 22 51 68 22 23 323 29 76 6014 47 20 38 23 59 3039 125 28 1452 5269 3392 667 267 42
internal_value=0 80.7403 -1868.9 -26694.7 -11857.2 30293.1 -33434.1 -1539.1 20631.5 -15972.8 -53131.6 26058.1 31080.1 -13337.3 -2008.58 -3590.76 -33439.7 -75181.8 -111266 -180069 2911.28 2109 -10107.9 25084.8 4781.49 -2909.9 -5541.5 -12104.8 -28030.8 -15204.4
internal_weight=0 1.1451e+06 21891 287 254 86 168 21604 448 142 74 426 403 80 21156 16008 357 128 81 43 5148 5089 229 104 4491 15651 10382 4368 976 709
internal_count=4073804 1145099 21891 287 254 86 168 21604 448 142 74 426 403 80 21156 16008 357 128 81 43 5148 5089 229 104 4491 15651 10382 4368 976 709
is_linear=0
shrinkage=0.1


Tree=2410
num_leaves=31
num_cat=0
split_feature=2 5 1 6 0 1 3 0 4 1 6 6 0 6 0 0 1 0 0 4 4 0 0 1 0 1 6 4 1 6
split_gain=1.04156e+12 7.06147e+12 1.65602e+13 1.41521e+13 3.93361e+13 4.15533e+13 3.11586e+13 3.88076e+13 2.94153e+13 2.83438e+13 2.62848e+13 2.07803e+13 1.94571e+13 4.74444e+13 2.52987e+13 2.40241e+13 3.67625e+13 4.00956e+13 3.24855e+13 1.93911e+13 1.80399e+13 5.70848e+13 4.02329e+13 3.29777e+13 3.08719e+13 2.92002e+13 1.93063e+13 1.5119e+13 2.72728e+13 2.62275e+13
threshold=451.00000000000006 4.5000000000000009 37.131181300000009 108.05000000000001 55.883833400000007 37.46219940000001 3.5000000000000004 55.554045200000012 18.500000000000004 37.46219940000001 85.020000000000024 56.805000000000007 55.910578700000009 168.45000000000002 56.067362750000008 55.743464250000009 37.46219940000001 55.649510000000014 55.775215600000003 7.5000000000000009 9.5000000000000018 55.82518790000001 55.883833400000007 37.488790500000007 55.554045200000012 37.442254400000003 189.00000000000003 17.500000000000004 37.631035900000008 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 -3 4 5 -4 7 19 10 -6 11 -7 15 -14 -15 16 -9 -18 -17 -5 21 23 -23 -8 -25 -24 27 29 -29 -22
right_child=-2 2 3 6 9 8 20 12 -10 -11 -12 -13 13 14 -16 18 17 -19 -20 -21 26 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=127.49288781134133 -22.579927815081042 -54887.990851449285 73370.151929582862 -76730.308296535324 -158583.86272681452 -17307.922345909708 -24459.715167121169 -67964.961523437509 -132103.39771256881 -33744.134730113634 -38890.884467941811 72529.580468750006 98112.025136718759 -140682.68579545454 12765.62068452381 192079.02010995371 130494.67092463796 -26443.588310185187 59291.260223599144 39240.916824776788 3148.4397154017861 144272.32066761365 -98188.764306640631 -34958.908584449404 -185347.70181290066 50928.029525862075 -77987.972321428577 57004.421394230776 -66584.491529605264 82870.775818775321
leaf_weight=675996 3396489 69 56 46 31 52 53 28 22 44 145 51 30 22 21 27 41 27 58 21 175 22 24 21 39 29 28 26 57 54
leaf_count=675996 3396489 69 56 46 31 52 53 28 22 44 145 51 30 22 21 27 41 27 58 21 175 22 24 21 39 29 28 26 57 54
internal_value=0 113.23 -7196.51 -4563.94 -20046.3 -5023.71 2748.7 27318.4 -21283.2 -85344.6 -11452.3 27174.7 45176.1 1594.79 -65742.8 62753.1 28471.7 68181 101471 -40381.1 -12188.5 -37046.2 30591.6 -81938.6 -132712 -16596.6 1556.28 8694.86 -27869.9 21947.6
internal_weight=0 677315 1319 1250 401 326 849 321 270 75 248 103 254 73 43 181 96 68 85 67 528 188 75 113 60 53 340 312 83 229
internal_count=4073804 677315 1319 1250 401 326 849 321 270 75 248 103 254 73 43 181 96 68 85 67 528 188 75 113 60 53 340 312 83 229
is_linear=0
shrinkage=0.1


Tree=2411
num_leaves=31
num_cat=0
split_feature=1 0 1 6 6 1 4 4 3 0 5 1 6 4 0 4 3 4 7 3 4 0 1 1 0 0 3 1 6 0
split_gain=9.83798e+11 1.74378e+13 4.3562e+13 4.04903e+13 2.17862e+13 4.80846e+13 6.8959e+13 9.01078e+13 3.80556e+13 6.08282e+13 6.10316e+13 5.41738e+13 4.43708e+13 4.62724e+13 6.98901e+13 5.38364e+13 4.74521e+13 4.42894e+13 4.50019e+13 3.53124e+13 3.55852e+13 3.51755e+13 6.0211e+13 3.59565e+13 6.37184e+13 5.54613e+13 3.9243e+13 3.73987e+13 4.32249e+13 3.47159e+13
threshold=60.516422150000004 54.962581500000006 82.886781200000016 79.015000000000015 63.855000000000011 60.636764050000004 4.5000000000000009 11.500000000000002 9.5000000000000018 56.791379400000004 2.5000000000000004 60.590708550000009 82.00500000000001 16.500000000000004 56.802121050000004 15.500000000000002 19.500000000000004 16.500000000000004 6.0000000000000009 13.500000000000002 18.500000000000004 54.992080650000005 83.117716000000016 82.941727000000014 54.988402950000008 54.980317700000008 8.5000000000000018 83.050033500000012 89.00500000000001 56.858606850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 29 -9 11 -11 17 -12 14 -14 -16 19 -10 -19 20 -15 22 23 -7 25 26 -25 -28 -29 -8
right_child=1 4 -4 -5 5 21 7 8 9 10 12 -13 13 16 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-33.8348688152359 -5063.5146545798652 21.06727753876789 -323.39849905852304 -31134.509978898168 -20894.841386236003 1324.0461724125389 18659.424893091844 -3111.9742845214414 37384.557126412903 22938.633079019375 -13844.832216298986 -46149.757795089638 75234.419471507354 -38003.443229700308 11142.355398044339 -43928.608558206855 -1994.9790734704748 -34502.17702101935 13191.994186805277 43018.221398687056 23784.16648629104 298.65817728663365 77452.43077182112 20795.985839612345 44372.873333551921 -29789.379866213709 8592.9328024067418 -3518.5319100839124 -78174.132142021248 4812.1691331955562
leaf_weight=2763683 11586 731282 333057 628 971 8416 6032 7906 235 2519 1118 353 85 122 308 419 770 420 374 767 395 195525 116 1965 551 353 924 216 121 2587
leaf_count=2763683 11586 731282 333057 628 971 8416 6032 7906 235 2519 1118 353 85 122 308 419 770 420 374 767 395 195525 116 1965 551 353 924 216 121 2587
internal_value=0 71.3742 -538.5 -6403.99 289.617 1130.43 5239.74 6279.34 1790.63 6706.3 10755.3 -12346.3 3052.04 9643.35 -10565.7 -20597.3 17632.5 -749.988 -12036.7 29402.9 9203.72 629.441 5737.35 5074.28 12716.4 7842.77 11960.6 -1807.46 -30323.7 14503.2
internal_weight=0 1.31012e+06 345271 12214 964850 233568 25381 24410 15791 7885 6503 1382 3984 2866 812 727 2054 1029 794 1284 517 208187 12662 12546 4130 3579 3226 1261 337 8619
internal_count=4073804 1310121 345271 12214 964850 233568 25381 24410 15791 7885 6503 1382 3984 2866 812 727 2054 1029 794 1284 517 208187 12662 12546 4130 3579 3226 1261 337 8619
is_linear=0
shrinkage=0.1


Tree=2412
num_leaves=31
num_cat=0
split_feature=0 0 4 7 6 4 7 1 6 6 1 5 0 1 5 4 0 1 3 3 6 6 0 3 6 6 4 6 3 6
split_gain=1.30193e+12 1.03865e+13 1.34871e+13 2.76339e+13 3.80182e+13 2.59736e+13 2.68698e+13 4.37757e+13 2.54658e+13 2.45456e+13 2.36566e+13 1.97645e+13 1.86326e+13 1.76378e+13 2.72845e+13 1.65265e+13 1.56082e+13 2.10666e+13 1.72542e+13 1.54546e+13 1.5333e+13 3.44682e+13 8.08671e+13 2.61879e+13 2.48211e+13 2.29767e+13 3.22999e+13 2.25142e+13 2.01198e+13 1.51607e+13
threshold=54.94110555000001 54.962581500000006 9.5000000000000018 6.0000000000000009 57.715000000000011 4.5000000000000009 6.0000000000000009 82.895858600000011 96.050000000000011 106.49500000000002 82.975438000000011 1.5000000000000002 54.944948950000004 82.971668900000012 2.5000000000000004 15.500000000000002 54.942865800000007 82.963919600000011 9.5000000000000018 3.5000000000000004 58.005000000000003 62.995000000000012 54.947759400000002 16.500000000000004 58.755000000000003 87.015000000000015 10.500000000000002 59.815000000000005 1.5000000000000002 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 10 -8 -2 13 -7 15 -12 14 29 -4 -16 19 -19 -18 -5 22 23 27 -24 -23 28 -22 -27 -6
right_child=1 -3 3 20 9 6 7 -9 -10 -11 12 -13 -14 -15 16 -17 17 18 -20 -21 21 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=82.523396336954278 -4333.2923347638107 9.1493563535147064 -2204.5853669926191 -1278.6547544997552 -11268.068014571072 14197.236724077024 2650.1085710511029 -48526.192100899178 -112378.22080965909 98095.571661931826 28336.164614224821 11075.404147361745 -5743.3147848685057 -15863.902120770084 21930.573415599152 12142.941584034828 7479.8820181807623 2836.072136027864 -15777.962224943509 -19451.493029695837 3279.7948460294574 -3597.088293720235 109360.62522460938 -70432.448209635419 38770.130593779591 -10066.431118264834 -87161.124492187504 47642.290411005437 4504.6891503980632 71899.071431107965
leaf_weight=1301151 2590 2612784 17260 68590 5939 3490 790 212 22 22 185 1334 1208 2195 272 842 269 4091 567 1025 21908 17021 80 48 132 1066 40 115 8534 22
leaf_count=1301151 2590 2612784 17260 68590 5939 3490 790 212 22 22 185 1334 1208 2195 272 842 269 4091 567 1025 21908 17021 80 48 132 1066 40 115 8534 22
internal_value=0 -38.7266 -821.177 -1038.79 -3556.92 3055.56 6738.94 -8177.61 -5243.32 -7450.82 9799.84 -671.548 -1217.33 -7612.3 -6125.86 -1537.22 -1494.91 -2565.43 570.259 -13852.9 -313.823 1038.29 3941.05 3350.63 65408.1 -1387.81 2513.05 3511.45 2886.69 -10961.1
internal_weight=0 2.77265e+06 159869 151372 33838 8497 5885 1002 2612 14402 4883 19436 1393 14380 12185 18102 6224 5952 4658 1294 117534 48944 22283 22071 212 26661 9640 22023 9600 5961
internal_count=4073804 2772653 159869 151372 33838 8497 5885 1002 2612 14402 4883 19436 1393 14380 12185 18102 6224 5952 4658 1294 117534 48944 22283 22071 212 26661 9640 22023 9600 5961
is_linear=0
shrinkage=0.1


Tree=2413
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 2 1 5 2 4 0 3 0 0 5 7 4 0 0 0 1 4 6 4 1 0 0 4 0 0
split_gain=1.21755e+12 1.58498e+13 3.65754e+13 2.83138e+13 3.06172e+13 2.69396e+13 1.92167e+13 6.36306e+13 6.16561e+13 4.90735e+13 4.71559e+13 1.81364e+13 1.81283e+13 4.29105e+13 1.5694e+13 4.10492e+13 4.25831e+13 4.0567e+13 6.36834e+13 5.05933e+13 9.49095e+13 5.28382e+13 4.63939e+13 4.11805e+13 3.83282e+13 3.78439e+13 5.34865e+13 6.78575e+13 3.52481e+13 1.14618e+14
threshold=49.010000000000012 48.025000000000013 37.442254400000003 82.92647190000001 82.648284550000014 2810.0000000000005 37.488790500000007 1.5000000000000002 75.000000000000014 15.500000000000002 55.850146250000009 14.500000000000002 55.60524465000001 55.595177750000005 1.5000000000000002 6.0000000000000009 16.500000000000004 59.939085000000013 59.933037250000005 59.950512650000007 30.277905650000005 11.500000000000002 58.045000000000009 8.5000000000000018 30.205407000000005 60.042359000000012 60.034792100000011 21.500000000000004 59.939085000000013 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -4 12 -5 13 -9 15 16 17 18 -2 20 21 -19 -22 -20 -25 26 28 -28 29 -17
right_child=14 2 3 11 -6 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 25 -18 19 23 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.5210787013341971 -1671.5274622629604 -8921.9294410428065 208204.951171875 650.37662975042565 23264.654293310374 4147.4834946367291 3599.1858380077692 -27306.852725219727 -23130.676426733997 64726.972237486756 121220.99440104168 -21794.685348401454 -62266.081658115669 97643.235513392865 7.5689405462415964 1425.6928848954933 -6831.1135878519926 -18649.470343636778 -137673.74515335649 4794.3883491258566 142259.14020182294 99837.375339673919 38652.848390624997 -94583.603534226189 38970.537162642046 -34345.911992446687 105216.08025923296 -20188.333313160212 -12600.409336653211 45263.691031205031
leaf_weight=1987481 41554 5471 40 43638 839 2216 29385 128 41 59 27 363 67 35 1906973 31312 18563 207 54 2281 102 46 75 42 44 292 110 71 1680 608
leaf_count=1987481 41554 5471 40 43638 839 2216 29385 128 41 59 27 363 67 35 1906973 31312 18563 207 54 2281 102 46 75 42 44 292 110 71 1680 608
internal_value=0 53.7935 1413.6 2090.17 4425.17 -5154.29 3894.44 25748.4 79990.9 122698 -3800.1 465.209 -18476.5 -477.079 -55.5591 -1296.1 -2809.04 -1127.65 -1898.37 10725.7 42189.5 2893.59 98358.2 -69229.9 -26253.6 1499.85 1809.7 56024.3 1517.65 2260.7
internal_weight=0 2.06979e+06 82309 74622 30621 7687 29782 397 140 99 257 44001 230 163 2.00401e+06 97041 62968 44405 41694 2711 430 253 177 140 86 34073 33781 181 33600 31920
internal_count=4073804 2069790 82309 74622 30621 7687 29782 397 140 99 257 44001 230 163 2004014 97041 62968 44405 41694 2711 430 253 177 140 86 34073 33781 181 33600 31920
is_linear=0
shrinkage=0.1


Tree=2414
num_leaves=31
num_cat=0
split_feature=6 4 1 1 7 2 6 6 0 4 0 0 0 0 4 3 3 0 6 1 0 6 1 6 0 6 0 0 1 1
split_gain=1.13565e+12 6.44605e+12 2.03525e+13 3.53919e+13 5.2003e+13 4.44592e+13 3.8297e+13 4.4862e+13 3.82586e+13 3.8242e+13 4.84497e+13 9.46761e+13 3.39839e+13 6.01937e+13 4.25919e+13 4.18901e+13 1.00371e+14 4.19121e+13 4.12618e+13 5.46322e+13 3.32068e+13 3.29387e+13 3.1201e+13 3.11634e+13 3.16667e+13 4.95711e+13 2.88852e+13 1.24936e+14 5.47587e+13 4.05061e+13
threshold=42.005000000000003 18.500000000000004 30.509101000000005 37.331232350000008 6.0000000000000009 2828.5000000000005 80.720000000000013 78.010000000000005 55.972700350000004 19.500000000000004 55.676890650000011 55.622114900000007 55.696737300000009 55.749683450000006 22.500000000000004 10.500000000000002 16.500000000000004 55.685785750000008 95.045000000000016 37.290808600000013 55.633951400000008 88.825000000000003 37.290808600000013 83.820000000000007 55.806294650000005 108.05000000000001 55.685785750000008 55.676890650000011 37.318079750000003 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 -4 15 14 -14 17 -17 18 -8 -20 -13 -19 -11 -15 25 -25 27 28 -24 -28
right_child=1 2 3 -5 -6 -7 12 8 -10 22 -12 20 13 23 -16 16 -18 21 19 -21 -22 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=73.077061644384102 23.91550056662517 1260.109150233194 1387.73659007381 -504.41899910477161 33.375260200818005 3028.8790591777961 -91580.172142009498 -79490.802257307863 7843.7275923295456 -20815.185492963181 -17888.925938391909 -195568.59882812502 -24037.948299632353 61193.840980113637 -182322.65159696693 110610.95604567307 -8363.4259377504004 156890.74419642857 -64981.687926136365 130998.12471875 -90643.514748883943 86.961528716216222 -25214.043454908289 177641.14047619049 -22406.078827800382 -42337.999687500007 58360.65379346392 105520.66228658041 47721.922914290604 -20255.528100331008
leaf_weight=1397217 2307527 59947 85 293258 8410 1652 79 209 66 2376 323 53 34 66 34 130 156 21 33 25 70 37 414 21 361 20 71 120 137 852
leaf_count=1397217 2307527 59947 85 293258 8410 1652 79 209 66 2376 323 53 34 66 34 130 156 21 33 25 70 37 414 21 361 20 71 120 137 852
internal_value=0 -38.1473 -426.191 -753.22 -5355.1 -11442 -15568.7 -19320.7 -58530.5 -16925 -42128.7 -79770.3 2051.15 -15265.6 -103180 21348 45715.8 -14391.6 -44556.8 19492.4 -135855 56860.7 -13554 -2491.66 -12947.5 70334.2 -2730.45 13057.8 -7079.33 -14208.1
internal_weight=0 2.67659e+06 369060 309113 15855 7445 5793 4776 275 4501 531 208 1017 536 68 481 286 195 137 58 123 58 3970 468 402 41 1594 671 551 923
internal_count=4073804 2676587 369060 309113 15855 7445 5793 4776 275 4501 531 208 1017 536 68 481 286 195 137 58 123 58 3970 468 402 41 1594 671 551 923
is_linear=0
shrinkage=0.1


Tree=2415
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 6 6 4 1 1 4 6 6 4 4 6 1 1 1 0 6 4 6 4 0 1 0 1 1 0
split_gain=1.17743e+12 6.80475e+12 2.01761e+13 1.29715e+13 2.89965e+13 2.35841e+13 2.3392e+13 1.46613e+13 1.46213e+13 1.35229e+13 1.0766e+13 1.07593e+13 2.39145e+13 1.08824e+13 1.27248e+13 1.13109e+13 9.74268e+12 8.67032e+12 1.17141e+13 1.04418e+13 7.44769e+12 1.58421e+13 7.23918e+12 2.84294e+13 6.49043e+13 3.63584e+13 4.17014e+13 4.35012e+13 4.07441e+13 4.4193e+13
threshold=451.00000000000006 56.385857200000011 38.247071200000008 56.685611200000004 37.401708450000008 69.605000000000004 52.330000000000005 11.500000000000002 38.109452700000006 37.234509300000006 8.5000000000000018 120.05000000000001 94.02500000000002 13.500000000000002 6.5000000000000009 31.705000000000002 37.804148700000006 37.331232350000008 36.865631950000008 56.638205000000006 52.610000000000007 4.5000000000000009 58.305000000000007 16.500000000000004 56.342669500000007 38.782330450000011 55.145978450000008 38.430814800000007 38.657016300000002 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 9 7 16 8 10 11 17 12 13 14 -5 -16 -6 18 -3 -19 -4 -22 -1 -24 25 26 27 -25 -28 -30
right_child=-2 2 20 4 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-84.613919813199587 -24.00758547674457 -6616.4907337966479 14437.361640916177 -3259.8840850311076 -11832.760204857184 -42099.428165609534 -55689.00396634615 65287.576307896212 1557.891146898226 86428.693712797627 -36594.45931324477 -54700.608741918106 82169.208374618902 -16068.600271041305 -37376.424300986844 18462.14297948742 51800.910094762738 -4462.2892765561255 -40949.448989550277 -72570.451120923914 5983.0478043094763 110758.00070891203 1691.8843639892243 21381.79604414996 -38120.092182969005 88489.837703804355 -491.22768363343312 134196.37221422698 41178.061579241075 -107470.8334765625
leaf_weight=446343 3396489 206 218 588 221 202 143 28 1089 21 178 29 41 216 38 800 27 1057 192 23 31 27 117006 340 458 46 107611 38 28 70
leaf_count=446343 3396489 206 218 588 221 202 143 28 1089 21 178 29 41 216 38 800 27 1057 192 23 31 27 117006 340 458 46 107611 38 28 70
internal_value=0 120.389 -3423.56 -4848.97 1120.27 -9110.71 -23478.1 -6707.63 -7442.01 6670.17 -13360.4 5691.82 6732.45 4848.83 8017.25 15930.1 -4904.9 -10562.3 -23179.1 -5912.74 22910.5 54757.6 148.738 610.425 -554.84 -395.732 -433.56 32722.9 -549.921 -64999.7
internal_weight=0 677315 5375 5099 2124 2975 391 2773 2745 1733 1656 1712 1683 1642 1426 838 248 1478 398 1080 276 58 671940 225597 108591 108133 108087 378 107709 98
internal_count=4073804 677315 5375 5099 2124 2975 391 2773 2745 1733 1656 1712 1683 1642 1426 838 248 1478 398 1080 276 58 671940 225597 108591 108133 108087 378 107709 98
is_linear=0
shrinkage=0.1


Tree=2416
num_leaves=31
num_cat=0
split_feature=4 2 1 4 0 1 0 1 0 1 0 3 4 6 0 0 0 0 6 1 0 0 0 3 0 0 6 1 4 3
split_gain=1.23694e+12 8.53108e+12 4.04285e+13 8.35552e+13 1.69813e+14 1.01594e+14 1.44043e+14 3.75964e+14 2.59318e+14 2.52831e+14 7.72626e+14 2.29966e+14 1.6836e+14 1.21357e+14 1.39817e+14 8.79684e+13 7.95903e+13 7.3929e+13 1.1034e+14 6.90908e+13 8.07795e+13 6.80511e+13 6.7472e+13 5.61057e+13 1.11129e+14 5.58363e+13 5.98779e+13 5.4857e+13 5.47417e+13 4.63453e+13
threshold=22.500000000000004 75.000000000000014 37.543519500000009 25.500000000000004 55.667390500000003 37.682335600000009 55.702806750000008 37.631035900000008 55.82518790000001 37.600779750000008 55.81943720000001 4.5000000000000009 24.500000000000004 50.995000000000012 55.806294650000005 55.696737300000009 55.676890650000011 55.850146250000009 73.995000000000019 37.729575300000008 55.660117850000006 55.676890650000011 55.710673100000008 5.5000000000000009 55.753967500000009 55.753967500000009 60.605000000000011 37.586700500000006 23.500000000000004 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 19 6 7 12 9 11 22 -8 15 27 25 -6 -14 18 -10 -4 -21 28 -11 24 -23 -15 -27 -13 -7 -19
right_child=1 -3 3 -5 5 21 8 -9 17 10 -12 13 16 14 -16 -17 -18 29 -20 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-16.718554436408638 2038.27907939232 416.50546726053921 -979.95018430026778 2487.0869023712512 -4105.1842022235578 56525.59520856585 -148560.71350740132 -88928.215078125009 79528.225730040023 -207834.68339843751 -584543.05172413797 -70793.474928252559 36381.44449013158 275474.64479166665 -6629.2855161516854 138750.75119202628 -181505.89007812503 27493.596595259587 -169264.521484375 77073.936111239731 14424.225787239682 2132.5253786778608 -61242.508169188142 851.66590118842748 -57320.480335234155 52199.92453399123 206508.38859809027 46103.318735638786 -34704.470798511349 -17849.956346833616
leaf_weight=3730401 27004 280996 4088 15246 52 70 76 195 164 32 29 98 38 30 89 252 30 251 20 232 1823 775 1669 6145 529 57 45 68 1089 2211
leaf_count=3730401 27004 280996 4088 15246 52 70 76 195 164 32 29 98 38 30 89 252 30 251 20 232 1823 775 1669 6145 529 57 45 68 1089 2211
internal_value=0 181.614 -876.015 -3098.92 -7323.97 -13400.9 -24144.8 23541.5 -29732.4 -55160.5 -72726.1 10473.3 82497.4 41704.8 90237.6 114315 -59745.3 -8657.6 52485.5 6539.23 21497.1 -6653.43 -64000.3 -3146.24 -21986.1 155549 120277 -22908 -29194.5 -13227.2
internal_weight=0 343403 62407 35403 20157 14014 5406 567 4839 2193 1730 463 372 387 221 304 68 2646 184 6143 2055 8608 1701 7449 1304 132 102 166 1159 2462
internal_count=4073804 343403 62407 35403 20157 14014 5406 567 4839 2193 1730 463 372 387 221 304 68 2646 184 6143 2055 8608 1701 7449 1304 132 102 166 1159 2462
is_linear=0
shrinkage=0.1


Tree=2417
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 1 6 4 0 6 4 1 6 5 6 6 1 0 1 6 6 6 0 3 0 1 0 0 6 6
split_gain=1.12439e+12 1.25442e+13 4.99289e+13 3.72408e+13 2.96833e+13 4.31146e+13 2.53832e+13 2.45408e+13 2.33217e+13 2.51708e+13 1.64953e+13 1.64944e+13 2.5108e+13 3.14735e+13 2.10954e+13 1.60684e+13 1.58729e+13 1.85386e+13 1.58138e+13 1.55978e+13 1.52828e+13 1.80486e+13 1.49507e+13 1.46579e+13 1.64053e+13 1.40381e+13 2.65398e+13 3.17195e+13 2.78206e+13 1.60677e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.990753350000013 30.157841000000001 71.030000000000015 25.500000000000004 60.01610465000001 30.705000000000002 22.500000000000004 30.205407000000005 55.805000000000007 2.5000000000000004 86.920000000000016 68.515000000000015 30.084656550000002 59.864072000000007 30.205407000000005 60.910000000000004 104.01000000000001 82.905000000000015 60.028671700000011 1.5000000000000002 60.01610465000001 30.157841000000001 59.950512650000007 60.034792100000011 76.605000000000004 90.045000000000016
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 10 6 5 19 -3 20 16 -10 -1 14 -13 15 -7 -14 -4 -18 -11 -5 21 -8 -20 24 -6 -12 29 28 -28 -27
right_child=-2 3 8 4 23 11 7 -9 9 18 25 12 13 -15 -16 -17 17 -19 22 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-298.92469467821871 9.0289813658974829 -5560.0906262823801 -20968.180085227272 -61661.076450117806 -116416.26906250001 31872.904302539067 -39353.875810263817 43030.445853365389 9909.3312024720326 18266.224590336511 -3046.6177811655607 30127.558109375004 206683.68403320314 31995.257146661934 -74858.020546875006 101621.9474556588 32619.610103077001 -1906.9148850156553 -52399.426908830916 24984.135672883065 11676.269596354168 -112787.08400691106 -18796.539130891379 5892.8420922926216 -10394.407434534143 47681.850921164776 -52389.979603003107 15467.160090647878 33796.464284620095 -41131.366761363635
leaf_weight=105557 3956930 752 220 63 20 250 69 26 338 109 665 125 24 44 20 37 236 456 140 31 24 65 2441 3761 54 275 141 858 51 22
leaf_count=105557 3956930 752 220 63 20 250 69 26 338 109 665 125 24 44 20 37 236 456 140 31 24 65 2441 3761 54 275 141 858 51 22
internal_value=0 -305.689 -532.932 4417.46 8247.56 29049 -13705.9 -46997.6 -11589.4 -15811.7 -127.96 40730.4 60409.4 96459.2 23966.9 142958 2429.47 9868.03 -19043.6 -33086.6 -61812.3 -74974.5 -20619.2 5025.65 -39049 8841.49 14710.5 7245.2 -29496.7 41103.1
internal_weight=0 116874 111509 5365 4429 594 936 184 3940 3028 107569 500 230 105 270 61 912 692 2690 94 158 134 2581 3835 74 2012 1347 1050 192 297
internal_count=4073804 116874 111509 5365 4429 594 936 184 3940 3028 107569 500 230 105 270 61 912 692 2690 94 158 134 2581 3835 74 2012 1347 1050 192 297
is_linear=0
shrinkage=0.1


Tree=2418
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 1 1 1 0 1 1 0 6 4 1 1 0 0 6 0 6 4 4 1 6 1 1 6 0 0
split_gain=1.08591e+12 9.29421e+12 2.83108e+13 1.0324e+13 9.63589e+12 1.05478e+13 9.77592e+12 9.75129e+12 8.87645e+12 1.87485e+13 7.36559e+13 5.54921e+13 5.27077e+13 5.0352e+13 4.52479e+13 9.17135e+13 7.00452e+13 8.88675e+13 6.37368e+13 5.89755e+13 4.96887e+13 4.88641e+13 4.48217e+13 6.59329e+13 4.14261e+13 3.89162e+13 5.20216e+13 6.09336e+13 3.9373e+13 3.67617e+13
threshold=54.94110555000001 54.943815050000005 108.05000000000001 37.374856000000008 31.005000000000006 83.007653300000015 82.958608050000009 82.956351500000011 54.604289300000012 56.02161850000001 50.815483650000004 54.707511300000007 78.010000000000005 8.5000000000000018 55.957851400000003 55.90712030000001 54.724612400000005 54.73499850000001 84.00500000000001 54.724612400000005 120.05000000000001 11.500000000000002 6.5000000000000009 52.419561900000012 106.49500000000002 82.886781200000016 56.128886000000001 67.91500000000002 54.810424650000009 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 -5 -1 10 -10 13 29 -12 15 22 -17 -18 -19 21 24 -16 23 -14 -21 26 28 -28 -11 -13
right_child=1 -3 -4 4 5 -7 -8 -9 9 25 11 12 14 -15 19 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-17.724960511790947 26917.954996875 -15.175431241306413 117245.33285644533 1164.2844602648227 -2338.687614530746 15795.516278999236 -12657.312591830167 24700.293070431973 -651.7606675085234 4856.3314047614685 4178.6171995798268 -1604.763769550337 93052.00852369226 22965.8107888058 30104.283266022248 124087.75537616083 24353.017283509485 -2940.6139099121096 162116.44193381828 24322.776930923086 -32639.617502223748 -29862.086690783624 -18949.95904458555 -68207.402003348208 98862.283475413613 992.28844626960949 -8101.1800614702634 -39655.811782489822 -8097.3921889039157 6341.0621413809531
leaf_weight=1154494 125 2739332 20 331 31969 324 176 376 47944 6349 2615 12891 92 3139 177 106 710 32 87 607 136 585 433 35 85 49245 6371 677 3722 10619
leaf_count=1154494 125 2739332 20 331 31969 324 176 376 47944 6349 2615 12891 92 3139 177 106 710 32 87 607 136 585 433 35 85 49245 6371 677 3722 10619
internal_value=0 -35.3682 -1695.42 -1766.85 -1874.93 -2156.74 8431.49 13681.3 75.3669 808.192 1836.11 5523.36 3596.85 14427.7 15886.4 28376 47544.4 37757.1 117731 4143 22618.6 -15932.9 -3628.23 48610.4 33478.6 -435.477 -4542.63 -11132.2 68.9459 1984.21
internal_weight=0 2.77265e+06 33321 33301 33176 32293 883 707 1.30115e+06 146657 80293 32349 26595 5754 3085 1495 935 829 119 1590 828 762 560 127 692 66364 17119 7048 10071 23510
internal_count=4073804 2772653 33321 33301 33176 32293 883 707 1301151 146657 80293 32349 26595 5754 3085 1495 935 829 119 1590 828 762 560 127 692 66364 17119 7048 10071 23510
is_linear=0
shrinkage=0.1


Tree=2419
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 6 7 6 0 4 1 6 0 6 3 0 1 4 6 6 0 4 4 1 6 5 4 3 6 6
split_gain=1.14663e+12 1.85846e+13 2.70701e+13 5.47609e+13 7.35174e+13 1.64561e+14 8.41468e+13 7.72379e+13 9.24493e+13 5.12969e+13 1.20139e+14 8.6955e+13 6.47431e+13 6.43703e+13 5.75243e+13 4.96439e+13 4.76044e+13 5.22444e+13 6.60864e+13 4.04067e+13 5.12234e+13 6.24783e+13 5.17693e+13 8.50639e+13 5.50087e+13 1.08435e+14 9.99754e+13 6.00759e+13 1.34807e+14 5.76631e+13
threshold=65.534455000000023 65.574968200000015 57.14107305000001 9.5000000000000018 57.113979900000011 103.03500000000001 6.0000000000000009 116.05000000000001 57.125462300000009 11.500000000000002 65.559704250000024 122.65000000000002 57.113979900000011 73.41500000000002 10.500000000000002 56.986919400000012 65.559704250000024 13.500000000000002 101.02000000000002 35.010000000000012 57.174562350000009 8.5000000000000018 19.500000000000004 65.559704250000024 54.010000000000012 2.5000000000000004 9.5000000000000018 8.5000000000000018 128.05000000000004 104.01000000000001
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 15 8 -7 10 11 14 13 -11 -5 -2 -15 -18 -19 -4 22 -22 24 -24 -21 -26 29 -28 -29 -27
right_child=1 -3 19 9 5 7 -8 -9 -10 12 -12 -13 -14 16 -16 -17 17 18 -20 20 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-30.809236939956307 -94013.634801136373 14.462789201653578 -8410.3560601334084 -25744.839917697154 -3159.4489020291189 207962.26080907535 -20996.653335602117 33561.676752867883 13924.649060388516 -1743.3631432669054 9698.0866365720267 -134606.25387801204 9194.7961257932711 12158.941049182178 -153870.12690972222 58854.670621685538 21633.670078848383 -50185.445480199356 98400.617842741951 3068.0965630975447 -49649.410725360278 1632.443718977288 -36924.612106048036 36691.056286317922 37104.02767695592 -21948.161616524769 47118.201866744072 23160.250027954102 -133152.52816772461 13783.980579542751
leaf_weight=3046425 22 994861 1847 1316 3263 73 198 158 37 4825 1015 83 4104 251 36 618 135 870 31 2931 251 4442 499 229 2201 1058 773 400 64 788
leaf_count=3046425 22 994861 1847 1316 3263 73 198 158 37 4825 1015 83 4104 251 36 618 135 870 31 2931 251 4442 499 229 2201 1058 773 400 64 788
internal_value=0 91.3568 2443.86 -306.815 9346.87 3027.45 35974.4 78355.2 142695 -3636.75 -16632 -35255.6 -520.239 -7043.55 -29156.5 53599.8 -26914.1 -36380.7 -45073.2 5470.27 7350.4 -1110.31 11790.3 -13768 14055.3 20149.8 8045.84 30044.2 1599.87 -6695.22
internal_weight=0 1.02738e+06 32518 17035 4369 3531 838 268 110 12666 2450 1435 10216 6112 1352 640 1287 1036 901 15483 13636 4693 8943 728 8215 5284 3083 1237 464 1846
internal_count=4073804 1027379 32518 17035 4369 3531 838 268 110 12666 2450 1435 10216 6112 1352 640 1287 1036 901 15483 13636 4693 8943 728 8215 5284 3083 1237 464 1846
is_linear=0
shrinkage=0.1


Tree=2420
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 4 0 1 4 0 4 4 6 6 4 4 4 0 6 4 1 7 1 4 1 0 6 6 6 1
split_gain=1.16043e+12 6.3731e+12 2.64286e+13 4.93879e+13 2.50739e+13 6.23412e+13 2.33464e+13 3.09814e+13 5.04682e+13 2.66506e+13 3.18709e+13 2.47771e+13 2.45729e+13 2.15295e+13 3.66614e+13 2.2893e+13 2.25561e+13 2.12142e+13 2.06744e+13 1.80781e+13 3.15983e+13 4.58322e+13 4.7361e+13 6.5122e+13 3.42839e+13 5.33936e+13 5.17262e+13 3.17167e+13 3.15964e+13 5.95019e+13
threshold=451.00000000000006 55.071632200000003 54.973017600000006 37.331232350000008 55.161746650000005 5.5000000000000009 55.193450100000007 39.135518400000002 4.5000000000000009 55.214863500000007 5.5000000000000009 14.500000000000002 54.010000000000012 110.01500000000001 9.5000000000000018 8.5000000000000018 16.500000000000004 55.145978450000008 47.420000000000009 4.5000000000000009 38.066230450000006 6.0000000000000009 38.011626600000007 15.500000000000002 38.166910000000009 54.86311005000001 65.805000000000021 125.02000000000002 79.015000000000015 38.247071200000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 12 -9 10 -8 -12 -6 15 -15 -7 -17 -18 -5 -1 21 27 -23 -24 25 -22 -27 -21 -26 -30
right_child=-2 4 3 18 6 13 9 8 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 20 24 22 23 -25 28 26 -28 -29 29 -31
leaf_value=-6925.8944560696327 -23.833617341698108 -1485.0099593586785 -66742.390356943564 -333.46798514060777 -4718.6840329172983 63142.038150427485 -4088.3206653666052 -16030.090797888715 152416.24752155173 105.44922017368532 53796.173771725968 -1484.6908402434492 -33299.165826496479 36944.531875000001 -134312.894375 12285.961979329428 67918.631105872846 21787.600085372687 -17413.06610137381 -596.2338811108558 -47626.383699115955 -14142.68195748278 -187427.18713541667 -16336.569493519179 2986.5372869423149 15187.059231330664 61239.904225293634 -123718.60669642857 -201114.00983664775 -3150.4863839285717
leaf_weight=2920 3396489 4842 147 1727 694 106 322 46 29 650267 287 113 531 25 25 2625 145 319 1202 5671 114 186 45 44 3066 1431 294 21 22 49
leaf_count=2920 3396489 4842 147 1727 694 106 322 46 29 650267 287 113 531 25 25 2625 145 319 1202 5671 114 186 45 44 3066 1431 294 21 22 49
internal_value=0 119.517 -1795.76 -10181.3 168.645 5702.67 100.035 -13287.6 49102.5 126.769 19328.7 38179.3 -17107.4 16427.7 -48684.2 17446.7 15878.6 36203.5 -7342.58 64.8583 1930.25 -2976.86 -42849.4 -102843 7814.64 18655.7 23036.1 -1050.48 1459.31 -64491.3
internal_weight=0 677315 16939 3076 660376 8087 652289 1300 75 650989 722 400 1225 3245 50 3195 3089 464 2929 13863 10943 5967 275 89 4976 1839 1725 5692 3137 71
internal_count=4073804 677315 16939 3076 660376 8087 652289 1300 75 650989 722 400 1225 3245 50 3195 3089 464 2929 13863 10943 5967 275 89 4976 1839 1725 5692 3137 71
is_linear=0
shrinkage=0.1


Tree=2421
num_leaves=31
num_cat=0
split_feature=6 4 6 2 1 1 5 1 0 0 6 0 0 0 0 6 0 0 0 0 6 5 3 0 6 0 6 3 6 0
split_gain=1.13261e+12 5.74049e+12 2.41524e+13 1.76237e+13 2.39603e+13 2.79353e+13 6.45501e+13 3.85112e+13 3.99643e+13 5.61024e+13 4.70616e+13 4.05825e+13 3.50712e+13 2.99162e+13 2.61302e+13 2.35314e+13 2.9414e+13 2.23716e+13 2.14364e+13 2.1379e+13 2.11673e+13 7.31945e+13 5.40404e+13 5.3939e+13 1.21814e+14 4.64709e+13 9.88157e+13 4.08244e+13 3.63094e+13 3.4345e+13
threshold=42.005000000000003 5.5000000000000009 44.010000000000012 36.000000000000007 37.780517050000007 37.682335600000009 1.5000000000000002 37.71815560000001 55.702806750000008 55.676890650000011 53.005000000000003 55.710673100000008 55.81943720000001 55.79439725000001 55.82518790000001 58.995000000000012 55.685785750000008 55.876067900000002 55.728148450000006 55.696737300000009 75.010000000000005 3.5000000000000004 1.5000000000000002 55.858844800000007 101.02000000000002 55.649510000000014 70.50500000000001 1.5000000000000002 76.00500000000001 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 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 20 13 14 9 10 -9 -10 -13 -7 18 -11 -17 -16 -8 -18 21 -2 -23 28 27 -24 -27 -25 -22 -30
right_child=1 2 -4 -5 -6 6 7 8 11 15 -12 12 -14 -15 17 16 19 -19 -20 -21 23 22 25 24 -26 26 -28 -29 29 -31
leaf_value=72.979069849609729 -3163.5768609352326 -1443.9410028613388 -33.045850815082389 274.92305407745931 8849.3201578805729 -198613.41147836539 -1298.7117370035048 -62431.253271484376 51213.983470892141 -29478.521571751644 93273.084083806825 -6602.8627452675355 62843.72125783153 -52058.554231770831 43256.859722222231 -144128.24774639422 36571.501171875003 -66541.975328125001 -51260.606860632186 -80376.235586660885 70611.285801918988 48285.72975543479 -20623.227734375003 96863.787151227691 -254020.982625 -319757.12710336543 -49022.245982142864 -72421.57241379311 -4020.2464986088012 29687.543350755343
leaf_weight=1397217 8441 129937 1831867 700698 1456 26 107 30 155 171 55 1308 77 30 72 52 22 25 435 54 103 23 28 28 25 26 28 29 789 490
leaf_count=1397217 8441 129937 1831867 700698 1456 26 107 30 155 171 55 1308 77 30 72 52 22 25 435 54 103 23 28 28 25 26 28 29 789 490
internal_value=0 -38.0961 -126.494 204.523 -3297.74 -4698.18 -13893 -11572.4 -4508.09 -33370.2 38318.6 2688.69 -2741.93 -120102 -32842.5 -53750 -86175.1 14958.2 -41397.3 -46522.9 -2292.47 -4195.76 -87173.2 8817.84 -69982.5 -125168 -179376 10736.1 13493.4 8893.61
internal_weight=0 2.67659e+06 1.9618e+06 714783 14085 12629 2619 2563 1924 384 85 1540 1385 56 639 299 128 97 542 76 10010 8546 105 1464 82 82 54 57 1382 1279
internal_count=4073804 2676587 1961804 714783 14085 12629 2619 2563 1924 384 85 1540 1385 56 639 299 128 97 542 76 10010 8546 105 1464 82 82 54 57 1382 1279
is_linear=0
shrinkage=0.1


Tree=2422
num_leaves=31
num_cat=0
split_feature=4 5 1 0 0 1 6 5 6 4 0 7 6 6 1 6 1 7 4 1 7 5 6 4 6 4 6 7 1 4
split_gain=1.23063e+12 7.47746e+12 2.36975e+13 4.70864e+13 4.05996e+13 6.50173e+13 1.27757e+14 8.88743e+13 7.7719e+13 6.17424e+13 6.77454e+13 4.95126e+13 6.49169e+13 3.78093e+13 7.63462e+13 5.33356e+13 3.71349e+13 1.38062e+14 1.18517e+14 1.01625e+14 8.16692e+13 3.64638e+13 6.4449e+13 3.25489e+13 3.13463e+13 3.37649e+13 3.03896e+13 2.93027e+13 3.02238e+13 1.68716e+14
threshold=9.5000000000000018 1.5000000000000002 38.166910000000009 59.838047850000002 59.699368850000006 30.370944000000005 93.050000000000011 3.5000000000000004 91.02500000000002 5.5000000000000009 59.764576050000009 6.0000000000000009 118.04500000000002 116.05000000000001 30.277905650000005 106.49500000000002 30.509101000000005 6.0000000000000009 3.5000000000000004 30.624707450000006 6.0000000000000009 2.5000000000000004 48.410000000000004 5.5000000000000009 48.410000000000004 4.5000000000000009 87.015000000000015 6.0000000000000009 38.109452700000006 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 27 8 16 11 9 -6 -11 12 -8 15 -15 -10 18 24 -7 21 -20 22 -19 -21 -18 -26 -12 -3 -29 -30
right_child=-2 2 -4 -5 5 6 7 -9 13 10 26 -13 -14 14 -16 -17 17 19 20 23 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=217.98806905241167 51.194307917781458 1444.3206530426539 -443.55600999843483 -1473.0816163243644 -6858.5484053970713 72282.160481037092 155243.66991882326 6248.5072422923658 -45030.30912396952 -23411.146997988137 20394.598618059536 14011.763689453126 21567.112666223406 -4678.3833829012792 -274633.85960937501 90259.848188781747 -7513.2018769792194 176628.7653846154 5699.0764143805764 58139.170353887654 -37728.062624208411 237510.77373310813 -27550.163068181821 -36451.594405850497 -17832.21215009459 26392.405772259051 138570.88359375001 -2817.6152536777936 -20972.74250957265 115107.29703324589
leaf_weight=643291 2181312 177269 954697 80843 3252 244 160 149 326 399 1997 50 47 22 20 32 690 52 3669 210 491 37 22 44 207 1040 22 22801 272 137
leaf_count=643291 2181312 177269 954697 80843 3252 244 160 149 326 399 1997 50 47 22 20 32 690 52 3669 210 491 37 22 44 207 1040 22 22801 272 137
internal_value=0 -59.0073 -201.649 582.542 1360.33 6736.11 13224.3 67695.2 -865.839 2139.6 14241.3 103320 124892 -43467.9 -133229 -32937.3 9926.46 20219.2 4546.39 76635.2 573.421 156455 115927 41753.4 9588.4 19051.2 21682.3 1006.86 -2334.31 24609.1
internal_weight=0 1.89249e+06 1.2492e+06 294504 213661 13182 7112 406 6070 5670 2418 257 207 400 42 358 6706 2302 4404 365 4160 111 74 254 1937 1247 2019 200479 23210 409
internal_count=4073804 1892492 1249201 294504 213661 13182 7112 406 6070 5670 2418 257 207 400 42 358 6706 2302 4404 365 4160 111 74 254 1937 1247 2019 200479 23210 409
is_linear=0
shrinkage=0.1


Tree=2423
num_leaves=31
num_cat=0
split_feature=1 1 0 4 7 1 1 6 5 4 5 6 0 0 3 6 4 6 3 0 0 4 6 6 6 0 4 4 0 6
split_gain=1.21479e+12 1.92188e+13 2.56704e+13 3.41354e+13 2.96938e+13 3.75213e+13 2.74692e+13 5.27082e+13 2.21017e+13 2.14561e+13 2.21863e+13 2.29881e+13 2.12073e+13 2.91696e+13 6.05248e+13 3.84844e+13 2.08605e+13 2.27123e+13 2.07569e+13 2.26281e+13 1.99355e+13 6.68346e+13 1.84828e+13 3.61331e+13 1.82058e+13 1.82783e+13 1.89999e+13 2.84966e+13 2.27975e+13 2.24046e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 9.5000000000000018 6.0000000000000009 82.886781200000016 82.886781200000016 90.045000000000016 2.5000000000000004 4.5000000000000009 3.5000000000000004 108.05000000000001 54.973017600000006 54.988402950000008 6.5000000000000009 156.15000000000003 3.5000000000000004 76.605000000000004 19.500000000000004 55.111813300000001 55.055052800000006 18.500000000000004 103.03500000000001 97.020000000000024 42.005000000000003 55.014210500000011 17.500000000000004 16.500000000000004 54.962581500000006 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 9 4 22 8 7 -5 -6 16 11 24 -12 14 15 -14 -2 -18 19 20 21 -8 23 -4 -11 26 27 -26 -28 -30
right_child=1 -3 3 6 5 -7 18 -9 -10 10 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-29.109599188758597 190.30221774336223 16.236744106594866 737.61469833262572 29504.941923662165 57865.26125000001 12768.281370174074 -4452.889465603299 154341.08443332251 197024.4871279762 5045.2582754151472 -25048.196684619634 -33387.608780324837 42119.011516702594 3427.7601202410583 169284.11142857143 -75104.517288306452 -19508.386621397407 -82396.198507462686 74904.642085937507 25690.227991494234 -15533.546614879262 93669.395944568736 -45088.587595385179 100138.01879222973 2273.1892040961734 -8271.3591917214817 -28050.260650900134 -11857.456815574476 43206.952215007041 1726.6845227922713
leaf_weight=3172333 552 871109 3149 559 25 103 360 36 21 8993 99 190 290 339 35 31 402 67 50 530 440 86 86 37 8947 2610 92 1698 311 224
leaf_count=3172333 552 871109 3149 559 25 103 360 36 21 8993 99 190 290 339 35 31 402 67 50 530 440 86 86 37 8947 2610 92 1698 311 224
internal_value=0 102.438 2575.63 8770.13 2645.28 46303.9 18936.6 37058.1 121394 1210.75 1818.24 1252.46 18253.7 24421.9 44413.5 30798.4 -12985.2 -28492.4 11581.7 9345.75 -431.414 14467.6 657.163 1891.98 1540.18 -730.476 1015.59 19.1886 17932.2 25839.5
internal_weight=0 901471 30362 5482 3421 149 2061 595 46 24880 23859 23065 794 695 356 321 1021 469 1466 1416 886 446 3272 3186 22875 13882 11272 10645 627 535
internal_count=4073804 901471 30362 5482 3421 149 2061 595 46 24880 23859 23065 794 695 356 321 1021 469 1466 1416 886 446 3272 3186 22875 13882 11272 10645 627 535
is_linear=0
shrinkage=0.1


Tree=2424
num_leaves=31
num_cat=0
split_feature=1 1 0 1 5 6 3 6 6 0 0 4 6 0 4 0 1 4 6 3 0 5 0 7 4 4 0 6 1 3
split_gain=1.09227e+12 3.47845e+12 1.24841e+13 2.45554e+13 2.25976e+13 6.27729e+13 3.04278e+13 2.5298e+13 2.15065e+13 2.59314e+13 3.08127e+13 3.37952e+13 2.20344e+13 2.72768e+13 8.01126e+13 3.67198e+13 1.95359e+13 1.88328e+13 1.76662e+13 1.74447e+13 3.07092e+13 2.87965e+13 2.16159e+13 2.0429e+13 1.82266e+13 3.97272e+13 2.52802e+13 3.76328e+13 5.32201e+13 2.3912e+13
threshold=83.658467900000019 83.000013850000016 55.029726000000004 83.00362155000002 2.5000000000000004 59.010000000000012 6.5000000000000009 58.995000000000012 30.425000000000001 54.73499850000001 54.431501800000014 3.5000000000000004 57.995000000000012 53.356310450000002 8.5000000000000018 53.379556850000007 83.117716000000016 9.5000000000000018 63.140000000000008 1.5000000000000002 54.86311005000001 4.5000000000000009 55.026775150000006 6.0000000000000009 15.500000000000002 14.500000000000002 54.932051950000009 88.825000000000003 83.086354900000018 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 -4 -7 16 -5 10 12 -12 -10 -14 15 -15 -6 -8 -19 20 21 -11 24 -22 25 -21 27 -26 29 -29
right_child=-2 2 4 8 7 6 17 -9 9 19 11 -13 13 14 -16 -17 -18 18 -20 22 23 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=12.670431958757078 215.86199976942996 -1049.3529761923071 -1325.975715337489 -4983.9808364714972 28861.658691690689 -7350.112669548238 54368.632346270169 824.85811401691649 5248.6248104677325 9148.7156855757985 4391.7829946593074 -20561.044402373431 -15222.092781673693 90175.383135775861 147449.58392857143 -36197.510930461714 -24544.703479003907 -11664.708737969882 -32023.299082819507 3254.8981069088982 -4800.9112386063462 121666.25917119566 11401.882142564293 5745.4474096472841 6552.9489411952136 34837.335978675954 -3237.0817805824454 -12095.159568504052 186673.21300223214 100482.12726293104
leaf_weight=3601077 221656 87993 53694 5030 515 3978 31 20504 3337 2057 787 1749 1202 29 42 111 79 690 1115 43124 9587 23 2996 2272 1180 402 8433 54 28 29
leaf_count=3601077 221656 87993 53694 5030 515 3978 31 20504 3337 2057 787 1749 1202 29 42 111 79 690 1115 43124 9587 23 2996 2272 1180 402 8433 54 28 29
internal_value=0 -12.4209 -372.302 112.592 -1397.75 -2394.72 -12264.9 1414.24 1352.32 1763.88 -3926.85 -12817.4 848.92 -9759.33 26318.9 -10020.3 21758.8 -22913.5 -24240.8 2352.29 -814.653 10392.9 3137.13 -2780.39 2672.13 3546.59 -1242.1 11789.4 67456.7 27239.1
internal_weight=0 3.85215e+06 251071 170465 80606 59508 5814 21098 82472 77442 7257 2536 4721 1384 182 140 594 1836 1805 70185 13939 2080 56246 11859 53250 43526 9724 1291 111 83
internal_count=4073804 3852148 251071 170465 80606 59508 5814 21098 82472 77442 7257 2536 4721 1384 182 140 594 1836 1805 70185 13939 2080 56246 11859 53250 43526 9724 1291 111 83
is_linear=0
shrinkage=0.1


Tree=2425
num_leaves=31
num_cat=0
split_feature=4 0 1 6 7 4 4 5 3 3 4 0 3 0 0 6 1 5 0 7 1 1 4 6 1 4 5 4 6 6
split_gain=1.14898e+12 6.30344e+12 2.99299e+13 4.58536e+13 6.71941e+13 4.05607e+13 9.54702e+13 1.46292e+14 3.32755e+13 6.1361e+13 2.94639e+13 2.88511e+13 2.746e+13 2.65956e+13 2.45216e+13 3.04604e+13 3.57062e+13 2.40566e+13 2.39034e+13 2.82766e+13 3.34032e+13 2.98447e+13 4.60215e+13 3.78827e+13 3.74399e+13 3.64451e+13 4.75577e+13 3.39806e+13 3.26785e+13 3.26531e+13
threshold=9.5000000000000018 47.207933300000008 37.318079750000003 52.990000000000002 6.0000000000000009 14.500000000000002 13.500000000000002 2.5000000000000004 11.500000000000002 9.5000000000000018 19.500000000000004 44.895258050000002 7.5000000000000009 44.601833250000006 46.323575350000006 108.05000000000001 39.939672500000007 1.5000000000000002 47.267650700000011 6.0000000000000009 39.652459050000012 39.712886600000012 11.500000000000002 156.15000000000003 39.803839700000005 14.500000000000002 1.5000000000000002 24.500000000000004 67.445000000000007 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 17 13 -8 -12 -6 -4 16 -16 -5 19 20 -3 23 24 25 -23 -22 -27 29 -29 -28
right_child=1 18 14 4 10 -7 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-57.01619988833891 -3102.0543680214146 -118.97349817399548 -327.15124134862521 98423.607360839844 -43104.730703183828 8226.8088809930705 170295.20815972224 -27591.57106854839 161882.40000000002 -63926.07563004033 -29395.840566406248 315172.93964843755 114725.6165665064 1541.1280768977895 -5995.7423122082764 -60809.608371033966 24566.686981293184 33808.948102968214 61.588007846958753 -1313.2455038980697 967.52760695284746 20528.477395991882 291.77154202255343 130642.6310619213 -4452.8523126456921 6205.030580120776 36756.023757773277 22086.046797070314 -39117.127300843196 -24761.199954927884
leaf_weight=1892492 1909 11270 276585 64 166 420 27 31 20 62 20 28 39 680 9671 98 398 578 1847047 13762 2032 2390 9055 27 801 1992 1665 250 134 91
leaf_count=1892492 1909 11270 276585 64 166 420 27 31 20 62 20 28 39 680 9671 98 398 578 1847047 13762 2032 2390 9055 27 801 1992 1665 250 134 91
internal_value=0 49.4669 -383.97 8158.95 18227.9 33445.2 46521.5 146133 34689.1 31075.7 -2454.18 244051 65870.9 -7219.17 -504.449 -5327.69 -4787.69 40250.3 116.137 2434 4169.95 6791.64 3930.94 12450.2 14257.7 11932.5 17324.7 27675.4 728.689 33568.1
internal_weight=0 2.18131e+06 290796 4044 2135 1230 810 86 724 704 905 55 59 846 286752 10167 10069 642 1.89052e+06 43469 29707 18437 12246 6191 3191 6164 4132 2140 384 1756
internal_count=4073804 2181312 290796 4044 2135 1230 810 86 724 704 905 55 59 846 286752 10167 10069 642 1890516 43469 29707 18437 12246 6191 3191 6164 4132 2140 384 1756
is_linear=0
shrinkage=0.1


Tree=2426
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 1 1 4 0 1 2 1 0 0 0 0 1 1 4 7 0 2 2 1 0 0 0 3 3 3
split_gain=1.14623e+12 1.38783e+13 3.3829e+13 4.65156e+13 5.44942e+13 6.74829e+13 5.21374e+13 3.16881e+13 7.34452e+13 7.35955e+13 4.93304e+13 5.76034e+13 4.84822e+13 4.0237e+13 3.72903e+13 5.43794e+13 3.78355e+13 3.49882e+13 3.20117e+13 5.09469e+13 2.97695e+13 2.93327e+13 2.9222e+13 5.58293e+13 3.70378e+13 6.73373e+13 3.43961e+13 4.20186e+13 5.23439e+13 4.44044e+13
threshold=68.00500000000001 66.50500000000001 24.500000000000004 56.148747500000006 55.685785750000008 37.488790500000007 39.023883200000007 13.500000000000002 43.6005307 39.723160900000003 9651.0000000000018 83.086354900000018 55.026775150000006 55.039488700000007 55.061158000000006 55.050541250000002 82.906746050000024 39.735861600000007 18.500000000000004 6.0000000000000009 51.768991500000006 2691.5000000000005 75.000000000000014 37.442254400000003 55.710673100000008 55.633951400000008 55.79439725000001 3.5000000000000004 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 -1 7 4 6 -6 -4 10 9 -9 20 12 -12 -14 15 -10 -17 -11 19 22 -3 -8 23 24 25 -16 27 -25 29 -29
right_child=-2 2 3 -5 5 -7 21 8 14 17 11 -13 13 -15 18 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-5.1405397299610609 -111.55163174983575 4347.6201533152671 21622.185003511531 9618.4243746204102 11589.438519555819 -41056.578730613852 -52437.72767410714 221700.69497767859 1126.9081764860573 -49865.639868951614 9426.6650759674794 -8124.3815029482303 68784.476875637352 23924.747831640627 -44.738451086956523 5865.1684919084828 -78060.525752411908 74049.223019622092 923.41946733908844 21942.421493645888 -1910.3579250085343 -7752.9102431600613 8375.401945643267 69361.188856132081 -4877.341747089461 244669.30404829548 -70689.337550175114 -37849.797974537039 -7274.1093553674937 -231733.78376116074
leaf_weight=3250793 751260 9890 608 1177 318 1039 175 28 9009 31 1591 1027 294 625 23 84 149 86 3884 3128 32852 915 4282 53 51 22 145 27 217 21
leaf_count=3250793 751260 9890 608 1177 318 1039 175 28 9009 31 1591 1027 294 625 23 84 149 86 3884 3128 32852 915 4282 53 51 22 145 27 217 21
internal_value=0 25.2229 1400.89 -7272.14 -13779.6 -28719.5 -1839.95 1944.5 5142.29 76069.1 476.859 11826.3 19989.4 38276 4654.76 -106.69 -47804.1 41217.1 8367.35 11995.4 -462.335 -14927.1 5568.22 -15935.1 53468.2 119593 -30325.4 -11920.4 -28176.7 -122674
internal_weight=0 3.32254e+06 71751 4232 3055 1357 1698 67519 21240 145 46279 3537 2510 919 21095 9242 233 117 11853 7969 42742 1090 4841 559 96 45 463 318 265 48
internal_count=4073804 3322544 71751 4232 3055 1357 1698 67519 21240 145 46279 3537 2510 919 21095 9242 233 117 11853 7969 42742 1090 4841 559 96 45 463 318 265 48
is_linear=0
shrinkage=0.1


Tree=2427
num_leaves=31
num_cat=0
split_feature=4 0 3 6 6 6 6 5 3 1 6 2 0 7 1 2 4 3 2 1 6 1 6 6 3 3 4 0 6 0
split_gain=1.10135e+12 7.83378e+12 1.77554e+13 8.56654e+12 1.722e+13 7.36487e+12 2.08209e+13 2.16903e+13 5.4444e+13 2.14203e+13 2.61933e+13 3.09027e+13 3.46665e+13 3.53237e+13 2.75927e+13 2.13863e+13 2.05814e+13 2.18339e+13 2.02067e+13 3.59143e+13 2.63437e+13 2.46859e+13 2.50941e+13 6.06988e+13 7.98438e+13 5.03835e+13 3.45749e+13 4.4424e+13 3.57133e+13 3.02946e+13
threshold=22.500000000000004 43.550475500000012 6.5000000000000009 88.00500000000001 55.805000000000007 101.02000000000002 98.020000000000024 2.5000000000000004 14.500000000000002 30.226173900000003 99.050000000000011 2599.0000000000005 45.029425500000009 6.0000000000000009 37.682335600000009 2691.5000000000005 23.500000000000004 9.5000000000000018 5444.0000000000009 60.549354600000008 108.05000000000001 47.899251850000006 128.05000000000004 134.05000000000004 14.500000000000002 21.500000000000004 24.500000000000004 53.244414800000008 120.05000000000001 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -9 14 -12 -13 -14 -11 -8 17 -15 21 20 -20 -7 26 24 -24 -26 28 -28 29 -23
right_child=1 5 3 -5 -6 18 7 9 -10 10 11 12 13 16 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-15.775646054447527 98986.122776442324 188.18984679892975 46693.315922619047 40718.921875 -72209.730778556041 -1902.1912396804939 66318.043500000014 -64741.902275390625 116362.69918212891 76344.103311779429 -23014.800010912877 -43577.777267900492 38521.942243482015 112439.87014973958 16329.693659774119 -46959.466984375002 -10233.354262656034 7043.0367358826761 5784.5809801136365 -6124.3161332545924 -77265.179015625006 19665.601002506428 228207.39100413604 12901.7723636338 -59711.882310267858 140037.81521739133 70896.553706395352 -38859.476923149436 66519.83399398053 -38860.423631114129
leaf_weight=3730401 26 329764 21 38 29 6485 25 40 64 103 349 103 430 30 299 50 404 57 55 3622 125 383 34 277 28 23 43 259 122 115
leaf_count=3730401 26 329764 21 38 29 6485 25 40 64 103 349 103 430 30 299 50 404 57 55 3622 125 383 34 277 28 23 43 259 122 115
internal_value=0 171.371 26381 4929.51 -22270.5 162.668 249.175 10541.3 48612.9 7625.61 9256.42 2683.27 11441.7 17594.8 31706.5 -9200.3 -732.436 43386.8 -2317.33 -8290.97 -51888.9 606.051 13274.2 35585 109506 30371.3 4514.47 -23232 18029.7 6150.56
internal_weight=0 343403 114 88 50 343289 331718 1954 139 1815 1775 1373 1024 921 402 75 491 87 11571 3802 180 7769 1284 362 85 51 922 302 620 498
internal_count=4073804 343403 114 88 50 343289 331718 1954 139 1815 1775 1373 1024 921 402 75 491 87 11571 3802 180 7769 1284 362 85 51 922 302 620 498
is_linear=0
shrinkage=0.1


Tree=2428
num_leaves=31
num_cat=0
split_feature=2 1 4 5 6 4 4 4 4 3 6 4 4 6 6 6 5 0 6 6 5 3 0 6 6 3 4 4 0 7
split_gain=1.1255e+12 5.8152e+12 1.51488e+13 1.08462e+13 2.81401e+13 2.13587e+13 1.21875e+13 3.78296e+13 2.13951e+13 1.01982e+13 1.83508e+13 1.40224e+13 1.62008e+13 1.48722e+13 1.24148e+13 1.1988e+13 1.19273e+13 1.18165e+13 1.13722e+13 1.08909e+13 1.04412e+13 1.02564e+13 9.53111e+12 9.24823e+12 5.97553e+13 4.98876e+13 2.31592e+13 1.72008e+13 8.87836e+12 8.45855e+12
threshold=3338.0000000000005 91.292296250000007 2.5000000000000004 1.5000000000000002 36.905000000000008 5.5000000000000009 15.500000000000002 16.500000000000004 11.500000000000002 4.5000000000000009 65.00500000000001 6.5000000000000009 7.5000000000000009 125.02000000000002 92.02500000000002 86.920000000000016 3.5000000000000004 53.715816400000008 94.02500000000002 90.045000000000016 2.5000000000000004 3.5000000000000004 53.506098950000009 73.995000000000019 75.010000000000005 5.5000000000000009 7.5000000000000009 7.5000000000000009 53.506098950000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 9 10 -5 13 20 18 15 17 -17 28 19 22 -13 -20 -12 26 25 -25 -19 -26 -11 -7
right_child=-2 2 3 6 5 29 7 -9 -10 14 11 12 -14 -15 -16 16 -18 23 21 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-56.721681205485744 63.140930915713561 -12116.454465069852 -354.92699912870296 833.45774814295169 31082.452492073255 14374.207495975146 109597.8445498512 -4011.0934542941063 -31409.311844849821 -2443.3688068736683 -20858.957828036222 -82275.278010327893 8783.3712634314234 -61613.731660156256 -26448.685832207128 67787.2513552296 -6323.6175480769234 -12183.526470107552 84759.943429129475 -44795.632853190109 -7494.5359193313961 6625.3905944824219 27515.478183763043 -186792.9039732143 48022.613377192989 -26818.800523792615 7434.4158608832413 -10866.756112902578 17057.226560689636 -2972.5115240578343
leaf_weight=2389663 1667517 745 2418 5626 624 819 42 97 206 462 44 33 662 20 211 49 39 1272 56 24 43 24 548 35 57 44 1142 382 472 428
leaf_count=2389663 1667517 745 2418 5626 624 819 42 97 206 462 44 33 662 20 211 49 39 1272 56 24 43 24 548 35 57 44 1142 382 472 428
internal_value=0 -43.7556 1820.09 2473.95 6770.22 15978.5 884.072 30316.8 526.798 1111.84 3421.63 13436.1 3763.2 23406.3 -2814.52 -1553.31 34942.7 -2384.06 25849.4 21242.8 -39965.1 61319.6 23920.1 -5504.41 -17628.6 -97693.4 -2902.79 -3220.53 7411.32 8420.4
internal_weight=0 2.40629e+06 16624 15879 4289 1871 11590 139 11451 11245 7080 1454 738 716 4165 3954 88 3866 696 616 76 80 592 2932 518 79 2414 439 934 1247
internal_count=4073804 2406287 16624 15879 4289 1871 11590 139 11451 11245 7080 1454 738 716 4165 3954 88 3866 696 616 76 80 592 2932 518 79 2414 439 934 1247
is_linear=0
shrinkage=0.1


Tree=2429
num_leaves=31
num_cat=0
split_feature=4 1 0 2 6 6 5 1 6 0 6 0 1 3 6 5 0 1 6 0 0 1 3 3 0 5 2 5 1 1
split_gain=1.1223e+12 7.55462e+12 1.7307e+13 8.89837e+12 7.88326e+12 7.39918e+12 2.03811e+13 1.55991e+13 3.97571e+13 2.40168e+13 4.09377e+13 1.48871e+13 2.42577e+13 4.92915e+13 2.07061e+13 2.03218e+13 1.86808e+13 2.47231e+13 2.41851e+13 2.10783e+13 1.85383e+13 1.70812e+13 1.65766e+13 1.72763e+13 1.51894e+13 1.51431e+13 2.34498e+13 2.06164e+13 1.50571e+13 3.93629e+13
threshold=3.5000000000000004 118.02765200000002 60.753246850000004 9907.0000000000018 70.00500000000001 47.805000000000007 1.5000000000000002 30.330566300000005 51.015000000000008 56.888401950000009 82.905000000000015 53.506098950000009 34.382014200000008 2.5000000000000004 69.605000000000004 2.5000000000000004 53.244414800000008 59.317422600000008 98.020000000000024 53.175387700000009 54.188398350000007 83.117716000000016 3.5000000000000004 2.5000000000000004 53.310923100000004 5.5000000000000009 2632.5000000000005 6.5000000000000009 37.131181300000009 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -9 -11 12 13 15 -15 -8 19 18 -18 -14 -13 -19 23 25 -20 -22 -27 -28 -25 -30
right_child=-2 2 -4 4 -6 6 11 9 -10 10 -12 20 16 14 -16 -17 17 21 24 -21 22 -23 -24 28 -26 26 27 -29 29 -31
leaf_value=748.10061518676696 -13.020276008439595 -11062.76215431631 -16546.185444532392 8386.7254039417621 46354.567636200882 18901.378090277776 -27190.15421489198 -11067.083942446814 -111933.08452148439 4396.4383761182244 109642.66487548829 -9806.97902431488 948.59628244430064 55242.364902343754 194367.2047554348 36080.07676786535 14116.537492391939 -42159.658509367415 141818.18396739132 -16129.147443398164 122.37624724657155 999.21496108570739 74827.477833294048 -12223.965201487932 40285.681388147874 -113278.65169270833 56293.901534598219 -68644.274441406247 28933.756893655183 -3978.7414532897719
leaf_weight=132584 3837650 201 814 319 66 45 81 2552 48 486 40 2356 34920 20 23 136 1645 103 23 738 46781 836 29 1986 41 30 28 25 379 8819
leaf_count=132584 3837650 201 814 319 66 45 81 2552 48 486 40 2356 34920 20 23 136 1645 103 23 738 46781 836 29 1986 41 30 28 25 379 8819
internal_value=0 211.588 -7112.46 5991.73 14895.5 255.266 -384.276 -8275.95 -48626.1 -7056.8 12400 -131.501 1403.56 31845.3 129658 12463.1 1196.94 9300.65 16463 595.145 -1111.12 -3734.93 -758.351 -796.113 76773.9 46.6594 -42629.4 -2639.2 -4327.56 -2622.59
internal_weight=0 236154 1400 586 385 234754 102170 3171 93 3078 526 98999 38566 260 43 217 38306 2648 1709 35658 60433 939 58077 58048 64 46864 83 53 11184 9198
internal_count=4073804 236154 1400 586 385 234754 102170 3171 93 3078 526 98999 38566 260 43 217 38306 2648 1709 35658 60433 939 58077 58048 64 46864 83 53 11184 9198
is_linear=0
shrinkage=0.1


Tree=2430
num_leaves=31
num_cat=0
split_feature=0 0 4 6 1 4 1 1 1 6 2 7 6 1 4 1 1 1 4 0 4 7 6 1 2 3 4 1 7 6
split_gain=1.02662e+12 2.10509e+13 5.93845e+13 4.93386e+13 5.65905e+13 5.86052e+13 4.42394e+13 6.72035e+13 4.96041e+13 7.58847e+13 4.84163e+13 5.0854e+13 7.81206e+13 9.94255e+13 5.51887e+13 4.80514e+13 4.49882e+13 4.41588e+13 6.23842e+13 5.03923e+13 6.01128e+13 7.98342e+13 6.55882e+13 4.88628e+13 9.65103e+13 4.01882e+13 3.65262e+13 3.26797e+13 3.20683e+13 3.18929e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 54.410000000000004 30.509101000000005 12.500000000000002 30.362494150000003 30.452677500000004 30.438492500000006 66.50500000000001 3338.0000000000005 6.0000000000000009 59.245000000000012 30.370944000000005 5.5000000000000009 30.330566300000005 30.425503950000003 30.472130500000002 9.5000000000000018 59.699368850000006 9.5000000000000018 6.0000000000000009 66.50500000000001 39.105193450000009 5719.5000000000009 2.5000000000000004 4.5000000000000009 30.345769800000003 6.0000000000000009 81.02500000000002
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 6 -4 5 27 15 8 10 -10 11 12 -8 -14 26 -3 -15 18 28 23 -21 -22 -23 24 -19 29 -13 -5 -9 -18
right_child=-2 2 3 4 -6 -7 7 17 9 -11 -12 14 13 16 -16 -17 25 19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.8501487598932833 150.41822994149695 -6246.8625723407004 -4737.2455395335774 -3801.1595005580357 -12289.535755279223 -15981.120797164353 6174.3997729813764 -1319.777695449817 10982.293349847561 229373.91026893031 -38079.214376495212 10721.799952820309 -21147.725817824325 40071.143048203732 -137179.88812500003 -41447.03358417128 98035.766478620266 -20945.59710097851 -55698.635945552232 5958.5064580637127 12139.100178708624 56470.55474745352 204681.57626139326 -203.55566768418555 20938.8835582992 141165.4000221946 -18131.731608487775 -86705.421229228668 -41161.779061522422 -64989.9857241676
leaf_weight=3620913 408267 5369 3934 56 1435 324 2420 1249 41 26 209 1133 261 1130 30 418 28 2917 332 4077 211 79 48 16838 678 88 716 315 241 21
leaf_count=3620913 408267 5369 3934 56 1435 324 2420 1249 41 26 209 1133 261 1130 30 418 28 2917 332 4077 211 79 48 16838 678 88 716 315 241 21
internal_value=0 -16.7536 -2175.45 -11374.5 -23633.1 -47054.6 -728.801 694.526 10160.8 95731.3 9210.93 10907.1 17352 35054.7 -2634.34 -8789.4 46632.3 -1471.67 -16498.5 -369.814 9318.25 49843.9 112487 -2463.13 -13046.4 100750 -451.336 -74191.6 -7764.02 28167.6
internal_weight=0 3.66554e+06 44624 6064 2130 695 38560 32773 6103 67 6036 5827 3948 1528 1879 5787 1267 26670 1822 24848 4415 338 127 20433 3595 137 1849 371 1490 49
internal_count=4073804 3665537 44624 6064 2130 695 38560 32773 6103 67 6036 5827 3948 1528 1879 5787 1267 26670 1822 24848 4415 338 127 20433 3595 137 1849 371 1490 49
is_linear=0
shrinkage=0.1


Tree=2431
num_leaves=31
num_cat=0
split_feature=6 6 4 1 6 5 3 1 1 2 0 1 1 3 4 1 1 6 0 0 7 6 0 3 1 4 7 0 0 1
split_gain=1.07416e+12 1.82065e+13 2.1678e+13 1.18366e+13 1.14213e+13 1.68128e+13 1.56258e+13 1.57768e+13 1.72948e+13 1.20633e+13 1.7076e+13 1.1419e+13 2.67074e+13 1.4571e+13 2.22935e+13 9.02675e+13 2.05025e+13 1.3378e+13 1.471e+13 1.29616e+13 1.28799e+13 1.29995e+13 2.2198e+13 1.06742e+13 2.11036e+13 1.23152e+13 3.33734e+13 2.62705e+13 1.68256e+14 2.38986e+13
threshold=59.815000000000005 60.005000000000003 36.500000000000007 118.02765200000002 58.305000000000007 1.5000000000000002 6.5000000000000009 83.000013850000016 82.991167100000027 75.000000000000014 55.728148450000006 37.401708450000008 37.618684050000006 13.500000000000002 12.500000000000002 82.93515810000001 37.858952300000006 58.995000000000012 44.685196900000008 45.073441650000007 6.0000000000000009 58.755000000000003 59.91832440000001 1.5000000000000002 82.965501500000016 9.5000000000000018 6.0000000000000009 59.950512650000007 59.91832440000001 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 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 9 10 -6 20 -13 14 -14 17 -15 -16 -19 -20 21 -8 -23 24 -7 26 -25 28 -28 -29
right_child=1 -3 -4 -5 5 23 11 -9 -10 -11 -12 12 13 16 15 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=-7.280340913117489 -1564.5072155407727 16.881802253737487 99976.928162202385 -23361.113261328126 2461.9664098668982 1785.9355155118178 -95605.69202473959 -6447.2298844568622 97478.52687500001 3216.8426425052385 124373.7440234375 69171.635292191946 -7208.1743104501265 -52077.76251953125 27546.363510181865 -164159.62890625 41006.946324266712 -68283.263321659484 55386.368682391825 -23260.865407081888 5786.6625220070428 -46289.759982988915 67240.684404296873 1096.7727273141813 -6417.7306832889371 2440.4477690540102 -8760.3486178081184 94478.521649305563 -201614.0680706522 -11754.480310058594
leaf_weight=2678924 72680 1206187 21 250 27 8251 39 2331 20 2575 20 44 1615 30 61 47 112 58 26 108 71 124 20 25860 5058 66379 2735 45 46 40
leaf_count=2678924 72680 1206187 21 250 27 8251 39 2331 20 2575 20 44 1615 30 61 47 112 58 26 108 71 124 20 25860 5058 66379 2735 45 46 40
internal_value=0 -75.9 -1609.97 -1639.22 34.7399 1007.33 -3628.47 -450.755 4839.85 4133.23 54339.3 -10338.8 -7917.63 -9566.6 -11858.5 -36892.4 21341.2 -13249.9 -26211.2 -8000.95 -30365.7 -44392 -30521.6 1320.67 -1331.82 1691.86 -37.9414 -10276.5 -11950.3 44486.5
internal_weight=0 1.27914e+06 72951 72930 2.79467e+06 115742 7328 4973 2642 2622 47 2355 2101 2057 1915 300 142 253 192 134 254 183 144 108414 13309 95105 28726 2866 2781 85
internal_count=4073804 1279138 72951 72930 2794666 115742 7328 4973 2642 2622 47 2355 2101 2057 1915 300 142 253 192 134 254 183 144 108414 13309 95105 28726 2866 2781 85
is_linear=0
shrinkage=0.1


Tree=2432
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 7 1 4 1 3 3 0 1 0 0 0 0 2 0 1 4 4 5 0 0 3 3 2 0 0
split_gain=1.0359e+12 1.36948e+13 2.98567e+13 2.32099e+13 2.6947e+13 6.29586e+13 5.1737e+13 3.892e+13 3.08962e+13 2.9373e+13 3.88929e+13 3.37636e+13 2.79545e+13 2.31786e+13 2.6535e+13 4.93976e+13 3.90879e+13 2.20508e+13 2.14439e+13 4.42824e+13 3.19945e+13 3.87824e+13 2.14649e+13 2.10111e+13 4.8895e+13 2.87776e+13 2.55937e+13 1.73996e+13 6.4687e+13 2.95171e+13
threshold=49.010000000000012 48.025000000000013 37.442254400000003 48.810000000000009 37.517483500000004 6.0000000000000009 37.702956500000006 14.500000000000002 37.600779750000008 1.5000000000000002 3.5000000000000004 55.667390500000003 37.475446350000006 55.676890650000011 55.702806750000008 55.728148450000006 55.753967500000009 2810.0000000000005 43.687280500000007 43.047633000000012 6.5000000000000009 4.5000000000000009 1.5000000000000002 55.649510000000014 55.759969450000007 10.500000000000002 8.5000000000000018 75.000000000000014 55.595177750000005 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 23 8 -7 9 -6 11 -11 -9 -10 -15 -16 -17 -3 19 20 21 -8 -20 -5 26 -26 -25 28 -4 -30
right_child=-2 2 3 4 6 7 18 12 13 10 -12 -13 -14 14 15 16 -18 -19 22 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.727578076027763 -51.247378978893543 -8029.137389644733 -21456.179697905995 -20830.653456307871 -85757.76233723959 196757.79254032258 -90796.648024764159 -36337.686855468746 -14312.763520105109 5580.6004763719511 -18127.234387439548 141471.87035984849 128855.83154761906 -175396.94711277174 82184.927697172621 -201371.52792119567 -57558.099424887601 3795.0822885692342 300.17735259408784 5269.0056264865225 -77797.084020996102 7978.7600291126182 4725.6245167814632 183520.77812500001 31520.273245872639 -95318.669401041669 33052.926562500004 4509.037007834263 55521.772458282197 16272.780908672627
leaf_weight=1987481 2004014 5471 305 135 42 31 53 20 97 41 210 33 21 23 21 23 106 2216 43480 473 144 159 14654 26 53 27 20 13639 331 455
leaf_count=1987481 2004014 5471 305 135 42 31 53 20 97 41 210 33 21 23 21 23 106 2216 43480 473 144 159 14654 26 53 27 20 13639 331 455
internal_value=0 49.6188 1313.6 1924.89 1050.27 29417.8 891.661 112204 -28423.6 -7702.97 3840.34 66180.8 48273.6 -53441.8 -75381.2 -60045.5 -83199.3 -4620.46 1187.98 -14781.8 -41422.4 -16715.1 1415.71 6580.2 35949 -11287.9 118100 5481.09 17633.1 32801.3
internal_weight=0 2.06979e+06 82309 74622 59892 333 59559 72 596 326 284 74 41 270 173 150 129 7687 58963 829 356 212 58134 261 126 80 46 14730 1091 786
internal_count=4073804 2069790 82309 74622 59892 333 59559 72 596 326 284 74 41 270 173 150 129 7687 58963 829 356 212 58134 261 126 80 46 14730 1091 786
is_linear=0
shrinkage=0.1


Tree=2433
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 1 4 4 6 6 6 5 4 6 4 0 0 6 6 6 0 3 3 6 6 0 4 0 6 6
split_gain=9.93973e+11 1.99383e+13 2.41948e+13 2.5283e+13 4.33158e+13 3.73167e+13 3.98793e+13 3.66545e+13 3.76026e+13 3.52346e+13 2.8704e+13 7.62037e+13 8.29879e+13 9.33964e+13 4.86869e+13 3.53438e+13 3.52267e+13 3.78086e+13 3.3717e+13 7.08058e+13 3.3296e+13 3.16928e+13 3.74843e+13 4.39031e+13 3.10766e+13 2.97239e+13 4.25449e+13 3.09664e+13 3.30982e+13 2.80738e+13
threshold=50.298521650000005 49.111590500000005 4829.0000000000009 49.176406850000006 55.749683450000006 49.147669400000005 8.5000000000000018 17.500000000000004 82.00500000000001 77.565000000000012 63.705000000000005 2.5000000000000004 5.5000000000000009 80.720000000000013 7.5000000000000009 55.759969450000007 55.791814000000009 76.00500000000001 95.045000000000016 86.030000000000015 55.791814000000009 4.5000000000000009 12.500000000000002 85.020000000000024 90.045000000000016 55.759969450000007 14.500000000000002 55.768246800000007 74.615000000000009 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 29 -8 -9 -3 -6 12 18 14 16 -16 17 -14 19 20 -12 24 -23 -24 -15 26 -13 28 -27 -7
right_child=-2 2 -4 -5 10 6 7 8 -10 -11 11 25 13 21 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-30.200702930718439 -61.653676470039152 -16013.62123829446 -39357.455509938358 521.86938059850752 3113.2736251787046 -23241.090885527014 11112.95060684789 -5969.0974159712359 -104094.23160156251 -99355.558520047169 36562.679077646688 -47338.213183593754 202640.04575320514 -17698.566404270485 113753.55108309659 22960.170832483502 17422.533197846285 50332.549720982148 -263.14998840332032 226814.97139756946 136845.97024999998 -56037.992287270856 -61731.354036458339 85021.502958776604 86280.13598736703 35756.804456865029 97381.859836887685 5596.3363602108511 -29002.814397052054 -117965.65469866071
leaf_weight=2339440 1592627 1183 147 110317 17163 295 2296 1650 40 53 98 28 39 74 44 1677 37 28 40 36 50 254 36 47 47 94 74 5363 492 35
leaf_count=2339440 1592627 1183 147 110317 17163 295 2296 1650 40 53 98 28 39 74 44 1677 37 28 40 36 50 254 36 47 47 94 74 5363 492 35
internal_value=0 39.5745 1191.25 1233.35 3743.12 -4267.35 119.934 2885.74 -8291.59 -19587.3 5472.21 10203.1 24863.2 19164.2 29296.6 25281.4 95739.5 138989 82947.6 101037 70442.2 -21210.7 -36973.2 21369.7 22689.9 4129.18 57654.8 3211.45 -18614.8 -33287.6
internal_weight=0 2.48118e+06 141737 141590 31273 5552 4316 3986 1690 1236 25721 8558 2507 2283 1825 1721 104 67 224 184 148 458 337 83 121 6051 102 5949 586 330
internal_count=4073804 2481177 141737 141590 31273 5552 4316 3986 1690 1236 25721 8558 2507 2283 1825 1721 104 67 224 184 148 458 337 83 121 6051 102 5949 586 330
is_linear=0
shrinkage=0.1


Tree=2434
num_leaves=31
num_cat=0
split_feature=2 6 0 1 4 5 7 1 4 4 6 0 1 6 3 3 6 4 1 4 1 1 6 0 6 3 6 6 6 6
split_gain=1.14989e+12 6.01565e+12 2.96939e+13 6.34683e+13 5.57917e+13 3.80158e+13 3.70555e+13 6.03663e+13 4.635e+13 3.47258e+13 3.43745e+13 4.87626e+13 4.19289e+13 4.06306e+13 4.1745e+13 7.72658e+13 3.21132e+13 3.0434e+13 5.74912e+13 5.05631e+13 4.70243e+13 8.80442e+13 4.64526e+13 4.57037e+13 4.22794e+13 4.87428e+13 4.39536e+13 4.06802e+13 7.5273e+13 4.00941e+13
threshold=3338.0000000000005 65.805000000000021 44.046956350000009 43.56803845000001 10.500000000000002 2.5000000000000004 6.0000000000000009 39.763755750000009 6.5000000000000009 12.500000000000002 102.04000000000001 43.550475500000012 43.047633000000012 76.00500000000001 5.5000000000000009 2.5000000000000004 247.90000000000001 4.5000000000000009 39.939672500000007 6.5000000000000009 39.735861600000007 39.723160900000003 67.91500000000002 43.6005307 103.03500000000001 1.5000000000000002 84.810000000000016 86.920000000000016 81.705000000000013 108.05000000000001
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 16 17 8 -8 -6 11 13 -13 -9 15 -15 -5 18 20 -19 21 22 -3 24 25 26 -22 28 -27 -26
right_child=-2 2 -4 4 9 -7 7 10 -10 -11 -12 12 -14 14 -16 -17 -18 19 -20 -21 23 -23 -24 -25 29 27 -28 -29 -30 -31
leaf_value=37.327011238821555 63.821519106234099 142792.88160511365 -481.71885538263837 -111076.51655859375 136333.47596982759 -22842.051522982121 -1469.9894111740759 132394.60495689657 65189.425574134271 7942.4004235998382 -31717.607544438524 -15659.698311817403 43683.335849266725 -67842.403857421872 -63828.637026515149 189505.21372767858 2689.0443300189395 -7122.3687240168802 40328.238743791182 7315.2083857224925 -2498.2956346952001 80896.205730965128 -5529.8056188616074 -84077.094837535522 159260.51209239132 -52536.451473170404 168916.19702380954 -106712.32808948866 103302.35024038462 16188.318594637785
leaf_weight=1900630 1667517 22 491310 100 29 512 142 58 393 77 198 392 171 20 33 28 33 3958 626 6266 52 181 525 88 23 151 21 77 39 132
leaf_count=1900630 1667517 22 491310 100 29 512 142 58 393 77 198 392 171 20 33 28 33 3958 626 6266 52 181 525 88 23 151 21 77 39 132
internal_value=0 -44.2273 -350.768 4133.62 -24166.2 -35215.6 5696.81 20894.6 47496.6 43068.3 5081.11 15460.2 2364.56 68502.4 22752.5 82277 -82849 3903.47 15396.7 1726.01 3491.87 20440.3 435.641 -17671.8 -5866.43 -25599.2 46812.7 -45397.2 -20548.5 37418.4
internal_weight=0 2.40629e+06 505657 14347 751 645 13596 1435 535 106 900 702 563 139 81 48 133 12161 1937 10224 1311 728 547 583 495 340 73 267 190 155
internal_count=4073804 2406287 505657 14347 751 645 13596 1435 535 106 900 702 563 139 81 48 133 12161 1937 10224 1311 728 547 583 495 340 73 267 190 155
is_linear=0
shrinkage=0.1


Tree=2435
num_leaves=31
num_cat=0
split_feature=0 0 4 2 6 4 1 1 1 6 2 7 6 1 1 6 6 4 6 1 1 7 0 4 7 6 1 2 1 4
split_gain=1.08497e+12 1.69812e+13 4.8228e+13 4.06451e+13 4.4056e+13 4.28383e+13 3.58292e+13 5.47319e+13 4.01767e+13 6.14977e+13 3.9255e+13 4.11457e+13 6.34537e+13 8.05431e+13 4.47144e+13 4.29774e+13 5.32514e+13 6.22441e+13 4.29785e+13 3.88846e+13 3.56655e+13 5.1419e+13 4.10618e+13 4.86729e+13 6.46787e+13 5.31689e+13 3.95614e+13 7.81783e+13 3.25661e+13 3.20148e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 6082.0000000000009 54.410000000000004 11.500000000000002 30.362494150000003 30.452677500000004 30.438492500000006 66.50500000000001 3338.0000000000005 6.0000000000000009 59.245000000000012 30.370944000000005 30.370944000000005 66.50500000000001 65.410000000000011 4.5000000000000009 82.00500000000001 30.330566300000005 30.472130500000002 6.0000000000000009 59.699368850000006 9.5000000000000018 6.0000000000000009 66.50500000000001 39.105193450000009 5719.5000000000009 30.410676000000006 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 6 4 -4 -6 19 8 10 -10 11 12 -8 -14 -13 16 28 -18 -17 -3 21 -9 26 -24 -25 -26 27 -22 -15 -16
right_child=-2 2 3 -5 5 -7 7 20 9 -11 -12 14 13 15 29 18 17 -19 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=6.6709631159628318 154.63445040758421 -5619.2233532789587 -4685.938413779746 82386.935347406921 -68719.103494395385 -18213.424743192361 5567.1974521927004 -6422.7868852875872 9888.9740663109769 206491.14717548079 -34265.065648129115 9576.8935294592902 -18989.252972716116 30122.044712239585 -17799.19061348325 12019.380905421169 308138.48716796876 66923.482133152182 53707.427441558524 -37284.324321210217 -18858.056539246052 -48394.789557587093 5385.9841841190801 10937.626410461715 50824.861938785602 184268.04798787436 -192.53911257865155 18839.177579739102 107890.83091681344 -123383.37692708334
leaf_weight=3620913 408267 5369 3909 47 184 1924 2420 1457 41 26 209 1177 261 150 672 509 20 23 481 418 2917 365 4077 211 79 48 16838 678 84 30
leaf_count=3620913 408267 5369 3909 47 184 1924 2420 1457 41 26 209 1177 261 150 672 509 20 23 481 418 2917 365 4077 211 79 48 16838 678 84 30
internal_value=0 -17.2232 -1956.06 -10246.1 -10969.6 -22621.9 -652.36 628.549 9171.39 86182.4 8316.56 9843.86 15641 31595.6 -2336.64 42016 76834.5 179117 32273.9 -7906.42 -1326.34 -14831 -336.101 8409.18 44875.4 101260 -2225.71 -11748.5 58039 -22311.3
internal_weight=0 3.66554e+06 44624 6064 6017 2108 38560 32773 6103 67 6036 5827 3948 1528 1879 1267 277 43 990 5787 26670 1822 24848 4415 338 127 20433 3595 234 702
internal_count=4073804 3665537 44624 6064 6017 2108 38560 32773 6103 67 6036 5827 3948 1528 1879 1267 277 43 990 5787 26670 1822 24848 4415 338 127 20433 3595 234 702
is_linear=0
shrinkage=0.1


Tree=2436
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 0 0 0 6 0 4 7 4 4 6 0 0 0 4 0 0 1 1 0 4 6 6 0 0 4
split_gain=1.03384e+12 5.5183e+12 3.68943e+13 1.01989e+14 5.28184e+13 5.86704e+13 5.15722e+13 5.13135e+13 3.94973e+13 3.12116e+13 4.32272e+13 2.69539e+13 2.32748e+13 2.28229e+13 2.47175e+13 2.35162e+13 3.26709e+13 2.20962e+13 2.54425e+13 1.99635e+13 8.1701e+13 6.50024e+13 3.93189e+13 2.88545e+13 6.28216e+13 2.73698e+13 2.88902e+13 2.26043e+13 5.16088e+13 6.984e+13
threshold=3338.0000000000005 30.624707450000006 3658.0000000000005 33.882313700000005 59.933037250000005 59.882709350000006 59.764576050000009 60.042359000000012 85.020000000000024 60.034792100000011 5.5000000000000009 6.0000000000000009 4.5000000000000009 9.5000000000000018 91.02500000000002 60.028671700000011 60.01610465000001 59.905532300000012 8.5000000000000018 59.699368850000006 59.898927250000007 30.472130500000002 30.205407000000005 60.05226170000001 5.5000000000000009 116.05000000000001 91.02500000000002 60.042359000000012 59.91832440000001 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 19 3 4 5 6 12 9 17 11 -11 13 -3 14 15 16 -6 -7 -19 22 21 -21 -2 24 -22 26 27 28 29 -26
right_child=1 2 -4 -5 7 8 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-41.936097099603693 66.230728525646398 -41576.277420636034 56.48048613336794 -64705.918207349547 13173.369980406262 -37369.983469472434 15194.474024937517 -20266.320571364926 -117388.22508951824 4868.2237024255701 118065.61877205141 -21239.107647622037 -8766.849719909178 -3691.4417882713446 -29037.065893110797 485.31100319310235 46153.896833039806 -27271.426866223846 11448.686906089642 14926.851072379139 41869.0144770486 65532.923547609062 -18656.292298331169 -1587.5508053125336 40619.277277701243 117744.07232142857 -50864.617501107445 12307.385412130403 -10485.213130641172 3149.9909743834523
leaf_weight=2406287 40062 268 1590790 293 713 739 944 708 48 74 62 294 1119 769 110 456 519 454 271 1712 448 298 1154 13913 546 21 97 2508 2532 5595
leaf_count=2406287 40062 268 1590790 293 713 739 944 708 48 74 62 294 1119 769 110 456 519 454 271 1712 448 298 1154 13913 546 21 97 2508 2532 5595
internal_value=0 60.5153 22.7529 -6819.92 -4572.89 -12786.5 -2835.25 3946.68 -28128.1 9666.67 56472.9 7441.7 -15106.4 10726.5 16893.1 19886.1 27067 -25201.5 -12798.1 936.863 3014.56 22429.6 -457.978 1493.73 5143.17 3687 3474.62 3946.04 1528.16 6481.41
internal_weight=0 1.66752e+06 1.59863e+06 7841 7548 3843 2331 3705 1512 2997 136 2861 1387 2567 1798 1688 1232 1464 725 68886 27670 2010 41216 25660 11747 11299 11278 11181 8673 6141
internal_count=4073804 1667517 1598631 7841 7548 3843 2331 3705 1512 2997 136 2861 1387 2567 1798 1688 1232 1464 725 68886 27670 2010 41216 25660 11747 11299 11278 11181 8673 6141
is_linear=0
shrinkage=0.1


Tree=2437
num_leaves=31
num_cat=0
split_feature=1 1 4 0 4 0 5 1 1 0 4 6 0 1 0 4 6 6 6 4 1 1 6 2 0 7 4 0 6 0
split_gain=1.09681e+12 1.7946e+13 3.74679e+13 3.27666e+13 4.75259e+13 3.24553e+13 4.42896e+13 3.17428e+13 4.51169e+13 3.33608e+13 3.47499e+13 3.02178e+13 4.1648e+13 8.25386e+13 4.05256e+13 5.36179e+13 2.95506e+13 2.9147e+13 2.86286e+13 2.70977e+13 2.6129e+13 3.62315e+13 3.09456e+13 2.43996e+13 2.39427e+13 3.20106e+13 2.48988e+13 2.46412e+13 2.36504e+13 2.29055e+13
threshold=50.298521650000005 53.187400150000009 10.500000000000002 55.633951400000008 3.5000000000000004 55.753967500000009 2.5000000000000004 52.419561900000012 52.061190950000004 54.762682300000009 5.5000000000000009 49.010000000000012 60.064438250000002 52.380799750000001 55.775215600000003 4.5000000000000009 87.015000000000015 90.045000000000016 69.015000000000015 5.5000000000000009 53.67029225000001 54.62357655000001 65.805000000000021 3129.5000000000005 56.858606850000008 6.0000000000000009 16.500000000000004 56.83050475000001 63.855000000000011 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 10 -9 -7 13 16 15 -15 19 -16 -17 -13 -3 22 23 -22 25 26 -4 28 -27 -8
right_child=1 20 24 5 7 11 29 9 -10 -11 -12 12 -14 14 17 18 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=41.57135180728028 3195.3777155316116 2952.0183478482695 -19271.667384139855 339.1422157217072 -9679.2686442130125 1347.1715615705916 24803.064326310592 -4610.874908747187 3842.7099298734206 -33835.44647760487 -36276.438119572078 -15162.306124395305 1154.7232573909425 124531.97307692308 -8871.192975053109 -856.13619757084564 -71880.418994848282 -64986.618845812482 29972.703354126294 -39640.284432414424 -5370.3072848647225 5.0732528128108809 -16671.951752330755 4646.9947531685166 1270.4995590626334 -2721.9279346708672 -4694.3112567756971 -33464.935683306532 22661.473615329553 7654.3383458935032
leaf_weight=2481177 6149 29640 3478 15598 6775 14345 880 1960 3881 798 421 1252 5252 39 2584 1359 138 96 387 708 10982 1467493 1924 3123 2492 1651 1767 204 472 6779
leaf_count=2481177 6149 29640 3478 15598 6775 14345 880 1960 3881 798 421 1252 5252 39 2584 1359 138 96 387 708 10982 1467493 1924 3123 2492 1651 1767 204 472 6779
internal_value=0 -64.7646 -1529.58 -702.692 -4119.57 679.077 3397.06 -7370.72 -4754.46 -16140.4 -10209.9 -1737.29 -5482.23 -10793.4 -3106.2 8567.34 -27153.5 -10881.3 5977.06 -24004.4 12.1612 -46.5757 -4775.16 -3152.37 -7231.73 -10029.9 -14360.7 -268.386 2921.48 9624.68
internal_weight=0 1.59263e+06 79465 69401 19984 49417 23257 13835 10656 3179 2381 26160 11815 6563 4465 1785 2098 2680 1746 1960 1.51316e+06 1.48352e+06 16029 14105 10064 7572 5245 2327 2123 7659
internal_count=4073804 1592627 79465 69401 19984 49417 23257 13835 10656 3179 2381 26160 11815 6563 4465 1785 2098 2680 1746 1960 1513162 1483522 16029 14105 10064 7572 5245 2327 2123 7659
is_linear=0
shrinkage=0.1


Tree=2438
num_leaves=31
num_cat=0
split_feature=0 6 4 3 4 4 4 1 1 0 6 5 3 0 1 5 4 4 1 4 4 1 5 1 0 5 0 1 6 5
split_gain=1.07685e+12 9.94662e+12 3.38928e+13 1.84972e+13 3.48904e+13 2.27096e+13 2.01405e+13 1.85354e+13 4.91486e+13 2.03879e+13 1.65575e+13 3.75533e+13 2.91896e+13 2.6018e+13 6.29109e+13 3.06063e+13 1.63489e+13 1.45319e+13 1.28662e+13 1.26949e+13 4.94944e+13 1.29318e+13 1.1374e+13 1.72456e+13 9.99614e+12 1.39951e+13 9.50498e+12 9.32553e+12 8.31438e+12 1.4866e+13
threshold=59.963561900000009 149.05000000000004 24.500000000000004 8.5000000000000018 4.5000000000000009 11.500000000000002 17.500000000000004 30.410676000000006 30.323041000000003 60.01610465000001 138.05000000000004 4.5000000000000009 2.5000000000000004 60.034792100000011 30.315889700000003 3.5000000000000004 6.5000000000000009 5.5000000000000009 50.815483650000004 18.500000000000004 12.500000000000002 30.303340300000002 4.5000000000000009 30.345769800000003 60.05226170000001 3.5000000000000004 60.064438250000002 30.323041000000003 35.010000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 22 -5 -7 8 9 16 28 12 17 19 -15 -16 -6 27 -17 20 21 -14 24 -24 -3 26 -26 -12 -2 -30
right_child=1 2 -4 5 7 6 -8 -9 -10 -11 11 -13 13 14 15 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=11.900551504108671 1164.7931806045224 45816.615625000006 -138244.28526785714 109041.65221354167 -127239.96852678571 -36249.44867872155 83953.018183593755 -19682.950884184967 -207398.79758522729 28281.038227370693 -197.51664037459938 124131.56008300782 2954.1131266276043 -207111.17796875001 -88023.829947916674 -8310.5 -8861.9168359375017 123684.00703125 103760.18960658483 60022.09781416224 -105657.44755267521 79941.60039245605 98034.996989889711 -622.06672297297303 -43032.138578869053 -72510.132220643951 42535.184219898896 67329.426427371014 -1934.7894144096399 98.362763550630774
leaf_weight=3866640 35591 30 21 27 28 46 20 148 22 29 39 32 48 20 27 20 20 24 21 47 33 40 34 37 21 33 34 43 51517 119112
leaf_count=3866640 35591 30 21 27 28 46 20 148 22 29 39 32 48 20 27 20 20 24 21 47 33 40 34 37 21 33 34 43 51517 119112
internal_value=0 -222.119 -13652.2 -8706.22 -17342.4 31781.8 175.541 -42087.7 -75581.6 -37919.6 -186.369 20293.9 11114.8 -7157.46 -51205.8 -5351.32 -77915.8 55244.1 49091.6 15915.5 -1216.81 37948.4 14996.6 46622.2 -4032.33 -21026.3 9864.02 35213 -225.498 -515.495
internal_weight=0 207164 550 529 436 93 66 247 99 77 206614 394 362 256 88 68 48 106 41 168 121 88 189 71 118 88 55 82 206220 170629
internal_count=4073804 207164 550 529 436 93 66 247 99 77 206614 394 362 256 88 68 48 106 41 168 121 88 189 71 118 88 55 82 206220 170629
is_linear=0
shrinkage=0.1


Tree=2439
num_leaves=31
num_cat=0
split_feature=6 5 0 0 6 5 2 1 4 6 0 2 3 0 4 3 0 3 0 0 2 0 4 1 3 2 1 0 0 0
split_gain=1.04218e+12 3.05433e+12 9.73252e+12 1.08232e+13 9.68418e+12 6.35903e+12 2.00665e+13 1.70105e+13 1.8253e+13 1.63209e+13 1.14333e+13 1.98212e+13 3.9869e+13 2.49194e+13 2.01037e+13 1.84279e+13 5.30367e+12 5.22221e+12 4.32755e+12 2.65437e+12 3.23169e+12 3.30699e+12 1.4183e+13 2.96247e+13 2.8049e+13 3.89646e+12 2.45726e+13 1.61459e+13 8.86457e+12 3.77638e+13
threshold=247.90000000000001 8.5000000000000018 59.864072000000007 54.762682300000009 138.05000000000004 6.5000000000000009 75.000000000000014 30.370944000000005 5.5000000000000009 156.15000000000003 55.749683450000006 6680.0000000000009 1.5000000000000002 51.659529100000007 5.5000000000000009 2.5000000000000004 55.812023600000011 5.5000000000000009 56.858606850000008 63.565651350000003 13505.500000000002 43.051287600000009 7.5000000000000009 47.504912950000005 3.5000000000000004 9651.0000000000018 82.906746050000024 55.014210500000011 55.055052800000006 55.014210500000011
decision_type=2 2 2 2 2 2 2 2 2 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 17 -1 -7 8 9 -8 11 12 -9 14 -14 -12 -5 -3 -17 20 21 22 24 -24 -2 -23 27 -27 29 -28
right_child=19 2 -4 16 -6 6 7 10 -10 -11 15 -13 13 -15 -16 18 -18 -19 -20 -21 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.75803885333737941 -44437.278556743426 -35123.579648437502 70015.736891526438 -72927.329531249998 84869.204873511917 74738.90904947916 28084.274330357144 118758.18934659092 57672.555755739799 -79886.81194196429 -129625.57990301725 -108158.67090773811 -131177.87283412387 37112.338549107146 -16754.458500043085 -58351.00908954328 -5503.2963169642862 37141.309179687501 -80.390140625000015 36421.224183238635 24360.371385117829 3764.2468261533795 -121045.313671875 13505.796310763888 77882.539769847979 -28351.739934260673 3083.0137685794348 -136178.23473772322 38066.167803230936 -122780.60678125001
leaf_weight=4070127 38 20 26 20 21 24 28 22 49 28 29 21 28 35 34 26 28 20 25 22 61 2310 30 36 37 41 513 21 59 25
leaf_count=4070127 38 20 26 20 21 24 28 22 49 28 29 21 28 35 34 26 28 20 25 22 61 2310 30 36 37 41 513 21 59 25
internal_value=0 -1.41658 15039.8 1926.32 29878.8 -1.91543 -13499.7 -20015.8 13099.8 -25901.3 -35821 -18588.2 -2781.68 -30347.4 -68429.5 -65978.5 -33596.6 1008.86 -29787 1805.94 1565.78 1118.68 -13844.8 -47653.8 15907.2 1829.31 -4953.25 -64873.6 1269.64 -2765.67
internal_weight=0 4.07061e+06 135 109 61 4.07048e+06 349 325 105 56 220 140 119 97 62 80 48 40 51 3193 3171 3110 141 66 75 2969 659 62 597 538
internal_count=4073804 4070611 135 109 61 4070476 349 325 105 56 220 140 119 97 62 80 48 40 51 3193 3171 3110 141 66 75 2969 659 62 597 538
is_linear=0
shrinkage=0.1


Tree=2440
num_leaves=31
num_cat=0
split_feature=5 1 1 4 4 6 0 4 4 3 2 1 1 5 1 6 0 6 4 2 1 0 6 0 2 4 0 0 0 4
split_gain=1.01568e+12 1.79318e+13 3.37344e+13 3.17399e+13 3.41665e+13 4.15219e+13 4.02407e+13 7.70703e+13 3.2567e+13 3.1465e+13 3.10957e+13 4.17588e+13 3.00941e+13 2.68418e+13 3.48859e+13 2.63181e+13 4.36242e+13 4.71495e+13 4.22327e+13 6.40384e+13 3.84506e+13 4.36288e+13 3.3604e+13 2.86521e+13 3.00815e+13 2.87268e+13 2.74499e+13 3.30871e+13 2.29534e+13 2.62413e+13
threshold=4.5000000000000009 49.176406850000006 49.195555600000006 8.5000000000000018 15.500000000000002 81.02500000000002 55.82518790000001 14.500000000000002 7.5000000000000009 10.500000000000002 2911.0000000000005 43.932356550000009 47.386825600000002 5.5000000000000009 40.965343750000009 156.15000000000003 45.036141150000006 189.00000000000003 10.500000000000002 3062.5000000000005 44.628646350000004 44.878071950000013 189.00000000000003 44.739668300000005 2865.5000000000005 13.500000000000002 45.063245050000006 54.604289300000012 59.990753350000013 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 8 6 -6 15 10 -2 -9 11 -8 28 14 -10 23 17 -17 19 22 21 -19 -18 -5 -25 -26 -20 -28 -7 -30
right_child=1 2 -4 4 5 12 7 9 13 -11 -12 -13 -14 -15 -16 16 18 20 26 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-2.972780453012092 1629.4428147556364 121023.670125 4611.5141518438177 34206.187185597308 -47405.508976396835 9238.4390866728172 -24844.622385969065 -214976.35528017243 103016.55675399606 -77433.88068910256 10833.218644382643 -98550.061283052899 -86780.844203629036 -41349.157407407416 -14032.167306857638 -113750.5389249412 -61150.043867187509 -142942.15517578126 -13881.139786585365 -151949.31846277576 69690.638850446427 23514.520262096776 117949.34126420454 9415.277896708827 -21395.629012645375 -141793.00323660715 174170.14784432872 23856.43252105713 -2487.4388230846776 118809.21313941594
leaf_weight=4059415 4856 25 5815 213 140 1012 495 29 87 39 184 91 31 27 36 93 20 32 41 34 35 31 22 496 352 21 27 32 31 42
leaf_count=4059415 4856 25 5815 213 140 1012 495 29 87 39 184 91 31 27 36 93 20 32 41 34 35 31 22 496 352 21 27 32 31 42
internal_value=0 838.678 5109.85 -2079.05 -9321.83 3929.3 -16599.2 -34041.8 3047.03 -136092 -25029.7 -36290.3 10369.1 48939 68758.4 -6511.64 -29652.2 -62747.8 6264.1 -49926.2 -14347.2 -61034.9 32663.9 1337.32 -6719.14 -28174 48968.7 92644.1 13144.9 67299.7
internal_weight=0 14389 5840 8549 3543 1256 2287 838 5006 68 770 586 1116 150 123 1449 367 191 176 76 98 63 42 1082 869 373 100 59 1085 73
internal_count=4073804 14389 5840 8549 3543 1256 2287 838 5006 68 770 586 1116 150 123 1449 367 191 176 76 98 63 42 1082 869 373 100 59 1085 73
is_linear=0
shrinkage=0.1


Tree=2441
num_leaves=31
num_cat=0
split_feature=6 4 6 3 3 1 0 3 2 3 0 4 0 0 0 4 1 0 0 1 6 0 0 4 3 4 4 1 1 1
split_gain=1.09839e+12 9.3649e+12 6.02859e+13 4.1615e+13 5.75508e+13 4.44591e+13 3.96304e+13 4.4942e+13 3.84161e+13 3.13824e+13 4.96982e+13 3.81387e+13 2.62543e+13 3.66902e+13 3.13759e+13 3.10911e+13 8.9856e+13 2.23138e+13 2.17548e+13 4.08285e+13 2.13106e+13 3.24522e+13 6.49317e+13 6.15398e+13 3.99655e+13 3.99373e+13 6.444e+13 4.42189e+13 4.16017e+13 3.36108e+13
threshold=118.04500000000002 18.500000000000004 120.05000000000001 16.500000000000004 10.500000000000002 82.886781200000016 45.059854000000009 18.500000000000004 2865.5000000000005 13.500000000000002 51.659529100000007 24.500000000000004 45.022979600000006 45.07004340000001 55.737027400000009 22.500000000000004 39.777866350000004 55.039488700000007 55.775215600000003 38.999037500000007 125.02000000000002 56.818587550000011 60.002985000000002 25.500000000000004 24.500000000000004 22.500000000000004 24.500000000000004 30.370944000000005 30.315889700000003 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -8 9 10 -6 18 -3 -14 15 -15 -17 -9 19 -11 21 23 25 29 -25 28 27 -27 -23 -4
right_child=1 2 20 6 5 -7 7 17 -10 11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=6.0248848342444958 -979.11600335984622 -84355.89954427084 53589.505813891272 -71069.920831657859 242232.36074892242 211400.81858016306 -40364.117340158053 131056.02790178571 -2291.0137615266394 -85190.317867943551 51832.845793269233 170600.65976562502 92878.911777460016 46161.882331031979 41181.747089041099 -239285.11860119051 -6243.091715494792 31158.693120952987 92535.237662696847 95399.36802455358 2190.7328640809765 -28727.118171296301 40177.996252264493 158450.78298611112 15636.783448401164 -53506.548508522734 -97355.073310959502 137482.70318287038 -182767.219125 -17252.9976249422
leaf_weight=4019687 46520 24 73 68 29 23 87 28 61 31 26 24 63 43 146 21 78 111 32 21 5452 27 69 36 43 22 71 27 50 811
leaf_count=4019687 46520 24 73 68 29 23 87 28 61 31 26 24 63 43 146 21 78 111 32 21 5452 27 69 36 43 22 71 27 50 811
internal_value=0 -447.515 2807.73 26865.7 41519.7 78999.6 -4136.9 16002.2 65404.8 90738.8 152225 59426.2 16833 23751.9 8630.37 -24837.9 -55676.2 51281.9 27662.1 -12259.9 -490.749 -12386.1 -43304.6 -3845.83 80716.6 -72544.7 -36477.7 51732.4 -128753 -11402.9
internal_weight=0 54117 7597 916 622 247 294 226 224 163 55 108 375 351 288 142 99 139 84 52 6681 1229 266 963 79 197 120 49 77 884
internal_count=4073804 54117 7597 916 622 247 294 226 224 163 55 108 375 351 288 142 99 139 84 52 6681 1229 266 963 79 197 120 49 77 884
is_linear=0
shrinkage=0.1


Tree=2442
num_leaves=31
num_cat=0
split_feature=5 0 0 6 1 1 6 1 3 5 3 3 6 2 2 4 0 1 6 0 0 5 1 0 1 0 4 4 1 6
split_gain=1.07938e+12 9.89446e+12 1.0644e+13 1.88087e+13 6.7218e+12 1.6922e+13 1.0717e+13 8.20162e+12 5.26357e+12 2.78321e+12 1.01234e+13 1.97187e+13 1.93911e+13 1.60469e+13 8.17206e+12 5.55003e+12 5.64992e+12 7.51585e+12 1.11104e+13 5.50989e+12 6.45422e+12 1.18061e+12 1.70907e+13 3.5036e+13 3.77855e+13 3.62314e+13 3.6233e+13 4.46878e+13 3.17396e+13 2.80358e+13
threshold=7.5000000000000009 59.91832440000001 55.749683450000006 75.605000000000004 39.712886600000012 43.80299105000001 156.15000000000003 38.948208550000011 4.5000000000000009 6.5000000000000009 9.5000000000000018 5.5000000000000009 189.00000000000003 1696.0000000000002 2970.5000000000005 5.5000000000000009 59.933037250000005 30.370944000000005 189.00000000000003 53.506098950000009 47.222459950000008 4.5000000000000009 49.176406850000006 45.177967300000006 30.362494150000003 59.939085000000013 19.500000000000004 15.500000000000002 49.195555600000006 138.05000000000004
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=9 2 4 -4 7 -6 -7 -2 -3 21 11 13 -13 -11 15 16 17 -15 -19 20 -16 -1 23 29 25 26 27 -25 -24 -23
right_child=1 8 3 -5 5 6 -8 -9 -10 10 -12 12 -14 14 19 -17 -18 18 -20 -21 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.83210893085222 5254.884071180556 14847.444635641164 28715.446000000004 -83565.18434332771 -61888.176263786765 -10038.000364583335 81851.413068181835 78961.714047475965 76810.90814302885 68419.237558593755 -65715.371336206896 6363.8482010690786 128012.69920898438 41849.602968749998 -67102.084733072916 22063.112415540541 -69370.722805059529 -65394.628584558821 25808.174431818185 -89500.236373197113 8810.3402901785721 20113.487874586979 124982.96388494319 17285.88484378879 -11847.290635787902 -11224.963880942583 -73757.003422619062 137322.11445922853 4638.891249426003 -1784.3365003500815
leaf_weight=4059415 36 29 25 37 34 30 22 26 26 20 29 38 20 20 24 37 21 34 22 26 21 1077 22 1007 3888 757 42 32 5708 1279
leaf_count=4059415 36 29 25 37 34 30 22 26 26 20 29 38 20 20 24 37 21 34 22 26 21 1077 22 1007 3888 757 42 32 5708 1279
internal_value=0 6381.91 -3506.92 -38290.7 11064.7 -7030.31 28838.3 36164.2 44139.3 -0.415169 -9444.92 -3678.69 48311.7 -17080.7 -25422.1 -10888.8 -23458 -10771.7 -29565 -52851.3 -31676.3 0.308259 923.278 -2038.62 -6261.99 5552.83 17301.9 20982.9 5100.95 8225.83
internal_weight=0 265 210 62 148 86 52 62 55 4.07354e+06 312 283 58 225 205 134 97 76 56 71 45 4.07323e+06 13812 8082 5726 1838 1081 1039 5730 2356
internal_count=4073804 265 210 62 148 86 52 62 55 4073539 312 283 58 225 205 134 97 76 56 71 45 4073227 13812 8082 5726 1838 1081 1039 5730 2356
is_linear=0
shrinkage=0.1


Tree=2443
num_leaves=31
num_cat=0
split_feature=0 4 4 2 6 6 3 6 6 5 2 6 5 2 1 0 6 3 6 6 6 6 6 3 6 5 1 6 6 1
split_gain=1.01587e+12 4.99402e+12 9.82584e+12 2.40868e+13 1.73117e+13 3.84651e+13 2.23241e+13 4.15423e+13 2.19778e+13 1.75875e+13 1.00773e+13 7.50589e+12 7.49406e+12 6.15717e+12 5.95386e+12 1.39782e+13 7.37815e+12 6.23094e+12 1.38156e+13 3.02679e+13 1.56235e+13 3.29893e+13 8.49905e+12 1.82878e+13 1.08457e+13 7.89789e+12 8.22296e+12 1.8784e+13 1.79108e+13 1.56226e+13
threshold=61.78914120000001 5.5000000000000009 8.5000000000000018 6426.0000000000009 64.405000000000015 93.050000000000011 6.5000000000000009 85.020000000000024 78.010000000000005 2.5000000000000004 8009.5000000000009 49.485000000000007 4.5000000000000009 4395.5000000000009 33.882313700000005 63.565651350000003 69.605000000000004 2.5000000000000004 98.020000000000024 101.02000000000002 122.65000000000002 142.05000000000004 114.05000000000001 1.5000000000000002 104.01000000000001 1.5000000000000002 113.48479755000001 76.605000000000004 87.395000000000024 59.999510900000011
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 8 9 -6 -5 13 -4 -2 15 -13 -17 22 25 -20 -21 -22 24 -24 -16 -19 28 -28 29 -27
right_child=1 2 12 4 5 -7 -8 -9 -10 -11 -12 14 -14 -15 17 16 -18 18 19 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=4.1848036065343583 12963.278527529379 -18249.730712183904 140.99143314386365 35925.859355971392 27374.532554687503 -35624.620173783733 -8516.3537446120699 191399.01311197918 -9496.8466145833336 136555.10498046875 -1572.3507368792143 -45753.058565657484 44640.848560855266 -289.95925621573616 -6102.5979937755947 4770.4381083080943 -30226.739755621194 -56577.229065880412 135001.14782608696 -23102.861387310608 140865.04137228263 -14202.43596047794 5520.8031680836402 -104715.52596932871 58724.304116586543 2368.4367977451166 2471.962617283797 56392.269006990129 -58222.445009428884 -13322.114920846318
leaf_weight=4045394 363 190 9232 102 25 44 29 30 33 36 241 112 38 10212 3489 227 82 26 23 66 23 34 34 27 26 2211 431 76 58 890
leaf_count=4045394 363 190 9232 102 25 44 29 30 33 36 241 112 38 10212 3489 227 82 26 23 66 23 34 34 27 26 2211 431 76 58 890
internal_value=0 -595.888 1203.05 12373.3 23148.1 46773.9 70470.2 88942.9 56244.2 91809 9578.72 -1573.04 323.407 164.975 -3918.86 -15487 -4516.84 -3261.97 -463.653 29707.2 10018.1 48368.7 -6265.31 -43272.3 -5623.08 -1656.76 -1267.25 10554.7 -3164.6 -2134.82
internal_weight=0 28410 10000 730 540 197 153 124 94 61 343 18410 9270 10575 7835 421 309 7414 3838 146 123 57 3576 61 3515 3692 3666 507 3159 3101
internal_count=4073804 28410 10000 730 540 197 153 124 94 61 343 18410 9270 10575 7835 421 309 7414 3838 146 123 57 3576 61 3515 3692 3666 507 3159 3101
is_linear=0
shrinkage=0.1


Tree=2444
num_leaves=31
num_cat=0
split_feature=4 6 6 0 0 1 1 0 0 4 6 5 0 3 1 0 0 3 6 1 5 4 1 1 1 0 6 1 0 1
split_gain=1.02396e+12 8.31587e+12 1.88724e+13 3.28818e+13 9.42318e+13 4.2912e+13 3.42644e+13 4.00102e+13 3.74604e+13 2.22234e+13 2.21041e+13 4.9908e+13 2.29978e+13 2.20072e+13 2.12046e+13 2.41043e+13 3.42605e+13 2.53872e+13 2.17069e+13 2.08136e+13 2.36871e+13 2.06649e+13 1.83131e+13 2.82691e+13 2.73384e+13 3.32868e+13 3.33726e+13 2.11937e+13 3.3531e+13 1.95764e+13
threshold=5.5000000000000009 87.395000000000024 80.030000000000015 45.015054600000006 45.053967500000006 38.97264950000001 39.01296365000001 45.040161900000008 45.022979600000006 4.5000000000000009 76.00500000000001 1.5000000000000002 55.061158000000006 1.5000000000000002 30.260128500000004 59.838047850000002 59.950512650000007 2.5000000000000004 78.010000000000005 39.712886600000012 2.5000000000000004 2.5000000000000004 38.657016300000002 39.718675700000013 39.596303450000001 47.222459950000008 79.015000000000015 82.975438000000011 54.810424650000009 39.018051150000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 -6 -1 21 22 -8 15 -14 17 -17 -19 20 -4 -12 -13 24 29 26 -26 -25 -29 -24
right_child=-2 -3 3 4 9 6 13 -9 -10 -11 11 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=139.23723948636189 -31.34909653249095 -1295.6267390685898 -52815.342326511687 7910.5501679391573 -322.51061862627978 185710.40060096156 106481.3398635452 216257.93102864583 44583.723718979782 7340.875487913625 26038.522767857143 -11033.419770879331 -20203.978004998677 14717.444431947859 -7330.0684050242389 14132.452303258386 2108.9471301441463 192808.11134510871 73826.355935801635 -1250.2005535665523 -11373.632549131049 -82215.938920454544 16643.663833461087 -4344.54722076506 103689.11341575766 -2158.7276335859724 19301.365479678203 513.32628893729975 34737.035757918209 -6906.0575924198465
leaf_weight=1066637 2928705 42310 185 132 7123 26 37 30 68 8073 21 1150 118 89 9014 41 142 23 46 1477 542 110 952 4409 106 113 84 1092 388 561
leaf_count=1066637 2928705 42310 185 132 7123 26 37 30 68 8073 21 1150 118 89 9014 41 142 23 46 1477 542 110 952 4409 106 113 84 1092 388 561
internal_value=0 80.1784 132.963 3364.39 4981.86 54036 78390.3 115709 83618.8 3748.73 80.0038 -3359.33 -2917.59 41664 -6366.99 17095.8 34561.5 76454.8 113487 -8068.01 -21919.3 -64862.2 737.874 2494.78 13402.5 40819.9 66380.8 -868.838 9485.49 7911.74
internal_weight=0 1.1451e+06 1.10279e+06 17782 15578 382 250 124 94 15196 1.08501e+06 18370 18239 126 9384 370 252 110 69 2204 727 131 8855 7705 1816 303 190 5889 1480 1513
internal_count=4073804 1145099 1102789 17782 15578 382 250 124 94 15196 1085007 18370 18239 126 9384 370 252 110 69 2204 727 131 8855 7705 1816 303 190 5889 1480 1513
is_linear=0
shrinkage=0.1


Tree=2445
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 4 0 1 6 4 0 4 4 0 4 6 6 1 4 6 0 4 5 0 7 6 0 0 4 6
split_gain=1.06445e+12 2.49139e+13 8.60808e+13 1.18791e+14 1.90239e+14 8.38775e+13 9.20255e+13 7.40403e+13 5.87515e+13 4.67882e+13 6.47626e+13 4.33309e+13 4.24664e+13 7.32254e+13 5.99363e+13 4.29996e+13 4.13407e+13 3.96787e+13 5.85851e+13 6.74598e+13 1.1897e+14 1.16961e+14 4.62174e+13 3.84124e+13 8.24871e+13 6.81982e+13 4.69692e+13 8.81466e+13 4.44141e+13 4.34039e+13
threshold=37.873748150000004 37.843405600000004 55.660117850000006 55.768246800000007 6.0000000000000009 14.500000000000002 55.667390500000003 37.858952300000006 56.010000000000012 5.5000000000000009 55.721784200000009 14.500000000000002 21.500000000000004 55.649510000000014 29.500000000000004 79.015000000000015 78.605000000000004 37.804148700000006 16.500000000000004 81.02500000000002 55.390026600000006 5.5000000000000009 3.5000000000000004 55.922096200000006 6.0000000000000009 58.045000000000009 55.801384500000005 55.783232450000007 14.500000000000002 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 7 -6 -7 9 11 10 -4 -3 13 16 15 -14 -10 -1 19 -19 -21 -22 -23 26 -25 -26 27 28 -5 -28
right_child=-2 2 3 23 5 6 -8 -9 12 -11 -12 -13 14 -15 -16 -17 -18 18 -20 20 21 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=80.730259088536627 -30.201939799475543 -18183.985882613099 162649.41185506186 36163.495453188232 69050.68460079479 29894.369219011798 -6546.8600009078655 35984.831616163974 -11952.420023495255 9694.7221698996345 24182.284123149671 6412.1340304232563 -48860.508653037024 27165.549533440088 73978.786452792556 26274.787479073661 -56659.103821810386 -3203.7430883003112 -16462.133613152364 -36130.441081036261 -71351.201137695316 114353.49904079862 8919.484206495099 -24.463104382201909 12523.155450864382 69601.546978974264 -14802.143070841419 23158.71565072086 -24491.868614446106 102164.43862304688
leaf_weight=1005148 3019657 955 48 139 173 802 5098 3184 930 2415 114 2865 817 408 47 84 266 12864 3438 159 50 225 51 7086 632 313 3695 1191 918 32
leaf_count=1005148 3019657 955 48 139 173 802 5098 3184 930 2415 114 2865 817 408 47 84 266 12864 3438 159 50 225 51 7086 632 313 3695 1191 918 32
internal_value=0 86.515 2824.76 5391.82 12768.1 419.094 -1593.32 25785.9 -7585.28 13184.6 65209.6 263.104 -19333.3 -9416.16 -36112.8 -41855.7 -21895.5 0.203753 -4821.45 -1823.42 34787.9 69376.9 94871.1 -840.559 3676.57 31428.5 -6912.04 4504.1 -16515.4 -13797.9
internal_weight=0 1.05415e+06 32212 25840 11834 6073 5900 5761 6372 2577 162 3820 2552 1604 948 901 1196 1.02194e+06 16787 13349 485 326 276 14006 8031 945 5975 2248 1057 3727
internal_count=4073804 1054147 32212 25840 11834 6073 5900 5761 6372 2577 162 3820 2552 1604 948 901 1196 1021935 16787 13349 485 326 276 14006 8031 945 5975 2248 1057 3727
is_linear=0
shrinkage=0.1


Tree=2446
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 4 4 2 0 0 1 3 1 0 1 0 1 2 1 0 0 1 2 2 0 1 1 0 1 1
split_gain=1.02533e+12 7.93683e+12 1.13356e+13 8.07517e+12 1.4907e+13 7.83731e+12 1.06489e+13 6.86519e+12 1.26168e+13 1.79897e+13 1.51367e+13 6.85799e+12 6.13706e+12 9.79184e+12 1.36345e+13 1.27788e+13 1.37926e+13 1.01485e+13 7.2606e+12 6.02968e+12 7.38663e+12 5.26092e+12 1.08896e+13 1.24705e+13 1.21249e+13 1.17173e+13 1.01708e+13 1.8299e+13 1.36951e+13 1.10721e+13
threshold=32.005000000000003 32.410000000000004 20.507515800000004 43.687280500000007 11.500000000000002 16.500000000000004 20.500000000000004 2691.5000000000005 55.753967500000009 55.834019500000004 37.768783500000005 19.500000000000004 82.966990000000024 55.988910100000005 37.563506350000004 55.897267000000006 37.71815560000001 75.000000000000014 82.981285100000022 55.840017500000009 59.933037250000005 37.131181300000009 2810.0000000000005 5873.0000000000009 53.310923100000004 30.624707450000006 37.374856000000008 56.067362750000008 37.234509300000006 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 -5 12 8 -8 10 -10 19 13 14 17 16 -16 -7 -14 -11 -21 22 24 25 -1 -24 27 -23 -29 -28
right_child=1 -3 3 5 -6 6 7 -9 9 11 -12 -13 18 -15 15 -17 -18 -19 -20 20 -22 26 23 -25 -26 -27 29 28 -30 -31
leaf_value=43613.351215819974 -56061.219546046399 6.9028488623749951 10491.035518152574 3742.7602041316477 108703.5580859375 76344.14493041992 36963.882563657411 -7154.8243402525441 -87150.369120065792 56055.12440673828 11870.727043269231 -12610.375184298638 -45895.206544117653 -14798.49628415756 -83927.596502130677 57698.444569720647 -3295.3055767637316 6748.2846324573875 3780.2948253038194 -4639.053801744556 17891.637006045061 -3100.0363898619121 -2191.8447107446104 1423.7476266410629 1937.7975600819861 -13537.210571271564 4259.1460924750236 -10543.224323272705 -52385.692422022963 -290.04943347040779
leaf_weight=70 33 3701809 68 10045 20 40 135 387 38 30 26 133 85 662 22 33 594 44 45 221 426 5231 2620 4786 25649 1395 5443 192 132 313390
leaf_count=70 33 3701809 68 10045 20 40 135 387 38 30 26 133 85 662 22 33 594 44 45 221 426 5231 2620 4786 25649 1395 5443 192 132 313390
internal_value=0 15.5937 2473.91 2621.88 32812.1 2416.98 -2142.23 4168.49 8511.53 4116.71 -46923 8149.48 -7919.12 -5982.57 1979.43 -2927.23 -6175.03 39889.2 -28699.8 12227.9 10195.7 -161.404 1012.24 -2023.97 2051.23 -6133.76 -286.298 -4528.44 -27590.2 -212.387
internal_weight=0 3.7149e+06 13087 13054 88 12966 2921 1396 1009 874 64 810 1525 1395 733 649 616 84 130 677 647 358908 34520 8801 25719 4015 324388 5555 324 318833
internal_count=4073804 3714896 13087 13054 88 12966 2921 1396 1009 874 64 810 1525 1395 733 649 616 84 130 677 647 358908 34520 8801 25719 4015 324388 5555 324 318833
is_linear=0
shrinkage=0.1


Tree=2447
num_leaves=31
num_cat=0
split_feature=0 0 2 6 4 6 1 1 4 6 4 1 1 0 0 6 1 0 4 6 6 2 1 1 1 6 4 4 0 0
split_gain=1.02857e+12 1.56021e+13 3.2156e+13 4.07377e+13 3.57692e+13 4.39996e+13 4.21219e+13 4.11352e+13 2.96426e+13 3.04867e+13 4.44126e+13 4.57575e+13 3.38932e+13 2.87825e+13 2.57535e+13 3.04221e+13 2.34512e+13 3.25506e+13 3.1658e+13 3.71318e+13 2.66443e+13 2.18911e+13 2.08517e+13 5.71382e+13 4.00424e+13 2.84756e+13 2.16366e+13 2.05001e+13 2.02485e+13 3.93431e+13
threshold=54.762682300000009 54.604289300000012 2865.5000000000005 44.010000000000012 21.500000000000004 62.995000000000012 56.128886000000001 39.652459050000012 3.5000000000000004 79.710000000000022 10.500000000000002 55.957851400000003 55.90712030000001 54.724612400000005 54.724612400000005 74.015000000000015 56.02161850000001 54.724612400000005 16.500000000000004 92.02500000000002 149.05000000000004 7884.5000000000009 39.763755750000009 39.723160900000003 54.62357655000001 92.02500000000002 9.5000000000000018 8.5000000000000018 54.73499850000001 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 28 22 12 -12 -14 -7 -16 17 18 19 -13 -19 -4 23 -11 -24 -25 -26 -8 29 -10
right_child=-2 2 21 4 5 14 27 8 9 10 11 16 13 -15 15 -17 -18 20 -20 -21 -22 -23 24 25 26 -27 -28 -29 -30 -31
leaf_value=-10.969386196238235 -32.931733727820323 -411.88634980025921 -15156.444279021436 -18447.940202593305 8213.721695584898 -28633.837098917094 9751.3243751468526 -9884.0673190972448 16448.703079266226 -36169.228503024198 -1687.100911901493 -6590.5093511471805 106144.20772047446 36477.900549886494 -19311.374319112041 13767.692050513859 62567.408850337008 25219.563769531251 15877.999731779752 -71462.798732105453 -91308.832928757445 17.455299548849482 -69445.351280381947 59792.740152138162 25793.66612627048 177967.73936434661 59367.566839320367 -38184.304690833284 18424.261528816824 1849.1586332268671
leaf_weight=1154494 2849744 12466 975 478 2160 663 133 622 3045 31 202 174 71 360 591 525 51 299 146 179 21 38252 36 38 515 44 306 271 2225 4687
leaf_count=1154494 2849744 12466 975 478 2160 663 133 622 3045 31 202 174 71 360 591 525 51 299 146 179 21 38252 36 38 515 44 306 271 2225 4687
internal_value=0 76.6686 1531.08 3975.77 7036.06 -1377.91 9414.6 10364.7 11419.9 12485.9 22423.3 11657.5 32112.9 47954.3 -13023.7 -3749.99 -3225.63 -7322.63 -23287.4 -39486.1 17572.4 -359.697 39104.8 79481.9 33780.8 123204 38307.2 -22403.5 10017.8 7598.72
internal_weight=0 1.22406e+06 69566 30339 17873 3939 13934 13530 13052 12430 2473 1503 633 431 1779 1116 870 819 499 353 320 39227 970 113 857 82 821 404 9957 7732
internal_count=4073804 1224060 69566 30339 17873 3939 13934 13530 13052 12430 2473 1503 633 431 1779 1116 870 819 499 353 320 39227 970 113 857 82 821 404 9957 7732
is_linear=0
shrinkage=0.1


Tree=2448
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 6 6 1 3 1 6 6 6 1 0 0 0 0 3 6 5 6 3 1 6 6 7 5 1
split_gain=1.08869e+12 6.91219e+12 1.26867e+13 3.18707e+13 4.03791e+13 2.92526e+13 4.50562e+13 1.65186e+13 1.54724e+13 1.18929e+13 1.08602e+13 1.09477e+13 1.19824e+13 2.32199e+13 9.71622e+12 1.21241e+13 1.76866e+13 1.19567e+13 1.25879e+13 1.02795e+13 1.01377e+13 9.57423e+12 9.11449e+12 8.91293e+12 1.31653e+13 8.6004e+12 8.50671e+12 1.30557e+13 1.48752e+13 1.46992e+13
threshold=3.5000000000000004 82.901648750000021 82.956351500000011 54.962581500000006 54.810424650000009 120.05000000000001 91.02500000000002 56.205000000000005 82.966990000000024 2.5000000000000004 82.886781200000016 31.995000000000001 85.020000000000024 65.410000000000011 83.003420700000007 54.932051950000009 54.916864950000011 55.02095400000001 55.061158000000006 1.5000000000000002 27.215000000000003 1.5000000000000002 134.05000000000004 1.5000000000000002 82.906746050000024 56.205000000000005 46.420000000000009 6.0000000000000009 3.5000000000000004 91.443676550000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -1 -12 13 -13 15 16 25 20 21 -18 -17 -19 -21 24 -9 -10 -16 29 -29 -28
right_child=-2 2 8 5 9 -7 -8 23 14 -11 11 12 -14 -15 26 17 19 18 -20 22 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=368.47690091418622 -12.823786251764574 -46404.06716871995 13577.894791297002 -5786.2413113869097 65929.034403512778 91271.749288504478 -118172.16043669873 -86330.315781250014 4580.5110959260364 -14887.784960937501 -12024.943430210167 17799.251240015394 -56977.326796875001 127585.75024414062 1503.0641093699894 -1802.4067232345167 4045.3287527901784 -4053.7258106176409 -18271.587362784692 82319.845799067989 -22458.544638068775 21275.16988010189 13457.945066675646 -15514.580548888815 -27364.329758238182 -36818.132956153764 -4857.7548376381974 -14936.742713284781 -88465.197402343751 2784.6245506461396
leaf_weight=206448 3837650 52 754 2077 137 28 39 50 184 21 142 524 20 20 12108 331 56 345 295 57 842 263 29 354 156 69 6113 332 30 4278
leaf_count=206448 3837650 52 754 2077 137 28 39 50 184 21 142 524 20 20 12108 331 56 345 295 57 842 263 29 354 156 69 6113 332 30 4278
internal_value=0 208.395 -1237.57 -7495.55 30031.5 -10410 -11473.9 -9895.92 -538.508 55187.6 410.819 12792.4 19040.7 21835.5 -958.679 -6915.65 9142.82 -9971.09 -1321.47 37387.7 -16629.7 6902.69 59099 -25138.4 -41676.5 -6710.03 -314.802 -2361.74 -21030.3 -1711.37
internal_weight=0 236154 29000 2914 210 2704 2676 2637 26086 158 207154 706 564 544 25332 2471 395 2076 903 142 1173 608 86 560 206 253 22861 10753 362 10391
internal_count=4073804 236154 29000 2914 210 2704 2676 2637 26086 158 207154 706 564 544 25332 2471 395 2076 903 142 1173 608 86 560 206 253 22861 10753 362 10391
is_linear=0
shrinkage=0.1


Tree=2449
num_leaves=31
num_cat=0
split_feature=2 1 1 0 6 6 0 6 4 6 5 3 6 4 6 4 2 2 0 4 2 1 1 7 6 6 1 1 0 0
split_gain=1.00179e+12 5.69532e+12 2.06647e+13 8.18335e+13 6.86324e+13 5.27908e+13 4.12145e+13 3.27613e+13 2.74556e+13 2.18464e+13 2.88026e+13 2.13339e+13 2.30834e+13 2.5773e+13 4.28411e+13 2.07731e+13 1.72178e+13 6.25524e+13 6.2918e+13 6.96256e+13 5.13558e+13 4.40648e+13 4.82893e+13 2.96813e+13 4.21636e+13 2.68873e+13 2.87103e+13 3.7301e+13 3.76221e+13 4.35007e+13
threshold=3338.0000000000005 45.71452080000001 45.126607350000008 54.188398350000007 89.00500000000001 88.00500000000001 53.888505650000006 55.015000000000008 14.500000000000002 54.990000000000002 1.5000000000000002 6.5000000000000009 62.995000000000012 9.5000000000000018 78.605000000000004 10.500000000000002 5209.5000000000009 5719.5000000000009 54.188398350000007 7.5000000000000009 5062.5000000000009 37.682335600000009 37.563506350000004 6.0000000000000009 84.810000000000016 52.990000000000002 39.596303450000001 30.624707450000006 59.963561900000009 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -8 -11 -9 -13 14 -14 -5 20 18 19 -18 25 22 -22 24 -24 -2 27 -27 -29 -30
right_child=1 -3 3 15 8 -7 7 11 -10 10 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-41.280967321043285 -642.51331770752108 -14.249354800128073 -37674.284102590456 -1828.884822168736 76982.379652721487 -105905.35793269231 8199.6107038347182 28481.139481288934 -25227.993144531254 -87914.592727272728 16953.707244140627 39526.16826905893 5459.8949731045086 8051.0092852121379 -123999.48803267046 -23330.486638201324 -16794.731564923608 87.175660643146429 -102.76195328237765 -68187.515120786775 -20548.005812338735 -8964.8232061801682 42727.773807288861 20576.794949001738 167017.27765355606 4821.890791863626 10478.766625763812 -13113.912881098808 15031.522740280619 -27230.298289574795
leaf_weight=2406287 32471 1438075 171 6628 212 39 4226 1530 30 55 50 153 61 332 44 482 1903 155364 2230 306 218 537 464 1116 29 11426 5103 2748 1209 305
leaf_count=2406287 32471 1438075 171 6628 212 39 4226 1530 30 55 50 153 61 332 44 482 1903 155364 2230 306 218 537 464 1116 29 11426 5103 2748 1209 305
internal_value=0 59.5699 522.247 4243.29 11998.9 10098.3 10781.5 12066 64311.7 7080.11 -37977.3 22251.7 6097.48 -5606.38 -48789.8 -3286.52 280.205 -247.248 -11952 -23913.9 1795.48 16218 23619.8 29604 50038.9 1155.34 3963.2 1843.81 -6140.11 6517.75
internal_weight=0 1.66752e+06 229442 14013 6903 6661 6622 6451 242 4331 105 2120 590 437 105 7110 215429 159803 4439 2209 55626 2364 1827 1609 493 53262 20791 15688 4262 1514
internal_count=4073804 1667517 229442 14013 6903 6661 6622 6451 242 4331 105 2120 590 437 105 7110 215429 159803 4439 2209 55626 2364 1827 1609 493 53262 20791 15688 4262 1514
is_linear=0
shrinkage=0.1


Tree=2450
num_leaves=31
num_cat=0
split_feature=0 1 1 7 0 4 5 4 4 0 4 0 4 6 4 1 6 5 6 4 0 6 5 4 6 6 6 3 0 0
split_gain=1.00398e+12 9.20544e+12 5.17119e+13 1.08897e+14 2.24137e+14 1.26053e+14 6.87863e+13 6.75332e+13 6.31909e+13 4.22911e+13 8.95744e+13 4.01014e+13 3.65284e+13 3.49673e+13 3.30274e+13 5.88545e+13 7.79979e+13 2.90368e+13 2.27877e+13 3.89666e+13 3.58093e+13 2.43113e+13 5.83856e+13 2.39867e+13 2.33399e+13 2.19264e+13 2.14695e+13 2.03583e+13 7.50352e+13 2.42813e+13
threshold=59.963561900000009 30.157841000000001 30.205407000000005 6.0000000000000009 60.002985000000002 10.500000000000002 2.5000000000000004 13.500000000000002 17.500000000000004 60.064438250000002 11.500000000000002 60.002985000000002 12.500000000000002 120.05000000000001 5.5000000000000009 30.084656550000002 54.710000000000008 1.5000000000000002 81.705000000000013 17.500000000000004 60.002985000000002 75.605000000000004 2.5000000000000004 15.500000000000002 102.04000000000001 46.805000000000007 59.245000000000012 1.5000000000000002 60.002985000000002 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -5 17 9 -9 12 -11 14 -6 18 15 -2 -17 -7 21 -20 24 27 -23 -24 -21 -16 -27 28 -3 -29
right_child=1 2 -4 4 7 6 -8 8 -10 10 -12 -13 -14 -15 25 16 -18 -19 19 20 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=11.49086509161107 -28554.357165944893 165368.82532552083 -297.50757803856726 72459.145266241787 93540.116703125008 -65611.186452287948 -253288.75843750002 96344.450687500008 -19287.870561594202 -20296.274426869877 -248614.84859375001 -1337.1411503387392 -14905.078339367377 -81951.497412109384 -36327.494228830641 -1841.4749545784887 237194.12922241213 -144491.89313616071 14791.541380438748 132556.01724210349 -21980.185246394234 -82060.772046232887 -31089.539690896741 97671.622335737178 34666.539583333331 -193665.53907063801 -63675.95074508102 47141.377378878155 7507.7423007168618 15262.562308493223
leaf_weight=3866640 497 45 196546 38 50 105 35 150 69 122 20 6591 82 32 62 43 20 84 166 93 26 73 23 39 33 24 27 278 91 1700
leaf_count=3866640 497 45 196546 38 50 105 35 150 69 122 20 6591 82 32 62 43 20 84 166 93 26 73 23 39 33 24 27 278 91 1700
internal_value=0 -214.473 -87.4017 12224.9 -21206.6 -95947.1 -124516 18513.5 59912.3 -14575.4 -52453.8 -3711.38 26172.6 21936.6 -26963.4 -17012.2 74042.8 -100669 23231.7 48288.1 84869.9 19688.8 -21454.1 49905.4 106918 -76279 -124848 22316.2 59741.2 19743
internal_weight=0 207164 199900 3354 755 262 224 493 219 274 142 7264 132 2599 673 560 63 189 2567 318 152 2249 135 62 126 113 51 2114 136 1978
internal_count=4073804 207164 199900 3354 755 262 224 493 219 274 142 7264 132 2599 673 560 63 189 2567 318 152 2249 135 62 126 113 51 2114 136 1978
is_linear=0
shrinkage=0.1


Tree=2451
num_leaves=31
num_cat=0
split_feature=4 4 1 1 4 0 1 0 6 0 0 0 1 7 3 1 0 3 1 1 0 0 1 0 1 6 6 6 6 1
split_gain=9.89285e+11 7.61051e+12 2.36591e+13 4.8514e+13 7.36097e+13 5.14705e+13 4.30074e+13 8.73399e+13 6.22555e+13 4.01119e+13 3.57289e+13 5.53658e+13 3.91602e+13 3.63567e+13 3.48193e+13 4.9444e+13 3.38965e+13 3.26409e+13 3.22285e+13 3.48518e+13 3.64577e+13 3.52673e+13 6.80829e+13 6.4081e+13 7.10414e+13 8.27467e+13 1.01817e+14 3.72145e+13 4.8806e+13 3.67915e+13
threshold=22.500000000000004 19.500000000000004 37.442254400000003 37.503969450000007 20.500000000000004 55.775215600000003 37.425454150000007 55.710673100000008 49.895000000000003 55.737027400000009 55.840017500000009 55.806294650000005 37.46219940000001 6.0000000000000009 15.500000000000002 37.475446350000006 55.850146250000009 13.500000000000002 30.438492500000006 30.425503950000003 59.864072000000007 59.982409200000006 30.157841000000001 59.939085000000013 30.315889700000003 83.010000000000005 57.410000000000004 44.010000000000012 90.045000000000016 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 18 -8 -9 -4 11 -6 -12 -13 15 -7 -10 -17 19 20 -3 22 -22 29 -25 26 -26 -23 -29 -24
right_child=-2 2 3 -5 10 14 7 8 16 -11 12 13 -14 -15 -16 17 -18 -19 -20 -21 21 27 23 24 25 -27 -28 28 -30 -31
leaf_value=12.304110258865119 162.41885369164461 6513.5878341932394 29643.383229758521 -341.17610868280849 2235.7582920182699 34568.90402963604 94545.267668269225 -6948.3660949707037 -89947.542056590115 118221.22030824756 -23373.560054623988 1179.285521260246 40835.870506641564 -97156.800860969393 80851.307505266857 -4040.6674928977272 2371.662176513672 -104356.1409264606 -5323.7739683309337 16203.636008730749 68207.605155436191 -6935.1491295858868 -20037.690798791606 3908.4759088852829 -28395.973165690102 56550.406761807535 -122917.82238713278 14533.388554661151 -17407.63207999423 -873.07219316698229
leaf_weight=3599339 343403 4976 88 90236 1727 334 52 272 232 122 123 61 417 98 89 110 48 46 18990 1323 111 2752 1424 272 240 55 217 2687 582 3378
leaf_count=3599339 343403 4976 88 90236 1727 334 52 272 232 122 123 61 417 98 89 110 48 46 18990 1323 111 2752 1424 272 240 55 217 2687 582 3378
internal_value=0 -14.9515 -763.469 88.8968 12159.8 38692.7 -2881.32 -29350.3 -41021.6 81102.9 3530.64 -2963.03 26210.4 -59430.4 23310.8 12859.5 -74121.4 -33620.9 -2449.31 580.384 -657.759 -3703.04 -9342.93 -10883.9 -37391.4 -59331.9 -73278.3 1633.36 8846.73 -6556.21
internal_weight=0 3.7304e+06 131062 93451 3215 789 37611 604 552 210 2426 1886 540 159 579 490 280 156 37007 18017 16694 11718 5697 5586 784 512 457 6021 3269 4802
internal_count=4073804 3730401 131062 93451 3215 789 37611 604 552 210 2426 1886 540 159 579 490 280 156 37007 18017 16694 11718 5697 5586 784 512 457 6021 3269 4802
is_linear=0
shrinkage=0.1


Tree=2452
num_leaves=31
num_cat=0
split_feature=4 0 5 6 0 0 5 2 5 0 6 1 6 0 6 1 1 1 1 2 2 0 6 1 6 6 6 0 0 1
split_gain=9.65982e+11 5.22464e+12 6.61206e+12 9.56708e+12 3.1314e+13 2.58993e+13 9.39816e+12 1.04565e+13 9.12963e+12 7.69626e+12 1.15566e+13 1.6221e+13 1.97584e+13 1.11016e+13 1.08565e+13 9.51232e+12 8.41582e+12 2.02155e+13 1.91855e+13 4.88975e+13 3.40116e+13 2.2673e+13 1.56749e+13 1.37786e+13 4.13493e+13 1.16774e+13 1.52136e+13 1.17911e+13 1.16337e+13 1.12501e+13
threshold=2.5000000000000004 47.245981600000007 2.5000000000000004 189.00000000000003 54.992080650000005 55.676890650000011 3.5000000000000004 2632.5000000000005 3.5000000000000004 56.685611200000004 93.050000000000011 30.260128500000004 104.01000000000001 56.342669500000007 110.01500000000001 43.932356550000009 38.247071200000008 40.377616600000003 37.517483500000004 75.000000000000014 75.000000000000014 55.60524465000001 128.05000000000004 37.425454150000007 74.615000000000009 95.045000000000016 84.810000000000016 54.73499850000001 55.753967500000009 41.966773150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 -5 13 -11 12 -12 16 15 -15 18 -18 20 28 21 -4 23 25 -25 26 -22 -28 -20 -19
right_child=-2 2 3 4 5 6 7 -9 -10 10 11 -13 -14 14 -16 -17 17 29 19 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-851.85864225923672 -8.1936914947006301 137.55670313094919 11004.010652043269 -26849.130145428633 107814.515625 40824.017 19359.594836956523 -67942.84076286765 -92373.138796875006 -2165.644507262145 26860.643629092265 18829.79924940833 -105960.56220703125 32953.95515613474 -55643.227911931826 9672.1650420369988 12588.112756100963 -20320.659772223396 -69967.158386230469 -9090.9419189861401 -7504.1842804687512 137630.41379788305 58351.134077592338 -7814.1913488051478 140456.99400540866 -45709.287407769101 100478.9387044271 1353.1230631510416 -164431.81306818183 2393.711815832427
leaf_weight=29547 3961637 59361 26 37 24 25 23 34 50 5406 21 477 24 233 22 711 2103 222 32 598 625 31 44 68 26 72 24 24 22 12255
leaf_count=29547 3961637 59361 26 37 24 25 23 34 50 5406 21 477 24 233 22 711 2103 222 32 598 625 31 44 68 26 72 24 24 22 12255
internal_value=0 289.394 697.535 2126.69 -20045.1 16446.8 -10294.9 -32715.5 -64506.6 2312.21 -793.63 13415.4 -43977.3 3386.52 13800.2 15418.6 2764.48 3518.28 -4139.09 -17320.3 5003.62 79871 170.727 -2880.45 33197 -7432.5 -3337.51 50916 -108453 1989.56
internal_weight=0 112167 82620 23259 193 106 82 57 87 23066 5928 522 45 17138 966 944 16172 14580 1592 652 940 57 883 839 94 745 673 48 54 12477
internal_count=4073804 112167 82620 23259 193 106 82 57 87 23066 5928 522 45 17138 966 944 16172 14580 1592 652 940 57 883 839 94 745 673 48 54 12477
is_linear=0
shrinkage=0.1


Tree=2453
num_leaves=31
num_cat=0
split_feature=1 1 2 0 6 6 5 7 0 1 0 4 4 6 0 0 6 3 0 4 4 5 6 6 6 4 4 0 3 1
split_gain=9.68479e+11 1.66157e+13 2.05258e+13 2.02567e+13 1.97062e+13 4.384e+13 2.68754e+13 2.41156e+13 3.51665e+13 3.48185e+13 7.74201e+13 1.10814e+14 1.22952e+14 7.77017e+13 7.34125e+13 7.29698e+13 5.10926e+13 4.96461e+13 4.10929e+13 3.79787e+13 3.77611e+13 3.57426e+13 3.55297e+13 3.32356e+13 3.32041e+13 3.19006e+13 2.98176e+13 2.93471e+13 2.91633e+13 2.71718e+13
threshold=50.298521650000005 49.111590500000005 4244.5000000000009 52.960348700000004 32.410000000000004 34.905000000000008 2.5000000000000004 6.0000000000000009 55.82518790000001 49.147669400000005 55.775215600000003 7.5000000000000009 6.5000000000000009 39.810000000000009 55.82518790000001 55.783232450000007 101.02000000000002 7.5000000000000009 55.806294650000005 22.500000000000004 20.500000000000004 1.5000000000000002 65.805000000000021 70.50500000000001 112.00500000000001 4.5000000000000009 16.500000000000004 55.81943720000001 1.5000000000000002 49.195555600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -7 10 16 12 13 -12 15 17 22 -13 -17 24 -16 -15 -9 -23 26 -25 -20 -21 29 -11
right_child=-2 2 -4 4 5 7 -8 9 -10 28 11 14 -14 21 20 18 -18 -19 19 27 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-24.632854487190329 -60.857873419597745 -28609.874391401863 -16463.556935545403 -2465.9936348222163 9158.9903969143834 2747.7882889031871 59639.605591517866 -3556.2091648545379 -3731.6419137061293 34813.278102755161 -96073.267382812512 42433.467266255044 214890.10621163505 162455.45325520833 68576.979351468806 -89790.204647197432 121079.72725 223625.39335937501 69516.665681966158 -8546.2779181985297 8985.22033557129 -44244.205603448281 -52223.891622855968 160407.19393901213 -82343.578286210322 32246.156700721156 -12145.048279799365 115777.59455396078 -2824.5695320233463 3905.6476127909841
leaf_weight=2339440 1592627 228 663 15128 7290 76787 70 344 9402 370 32 62 56 36 271 63 25 20 48 34 175 29 266 31 63 52 653 43 28266 1230
leaf_count=2339440 1592627 228 663 15128 7290 76787 70 344 9402 370 32 62 56 36 271 63 25 20 48 34 175 29 266 31 63 52 653 43 28266 1230
internal_value=0 39.0637 1090.41 1172.9 1221.12 1632.5 -2179.94 1168.92 2040.97 -1167.53 10680 21992.8 85484.1 45224.4 11529.1 -3698.88 -19036.1 86626.6 -11892.1 -6056.72 45194.6 75775.3 -24778.5 47913.8 -12803.1 80113.5 -6553.38 60881.3 -2081.11 11053
internal_weight=0 2.48118e+06 141737 141074 140846 125648 15198 118358 86189 32169 2303 1668 236 180 1432 986 635 82 904 841 446 148 610 112 764 83 701 77 29866 1600
internal_count=4073804 2481177 141737 141074 140846 125648 15198 118358 86189 32169 2303 1668 236 180 1432 986 635 82 904 841 446 148 610 112 764 83 701 77 29866 1600
is_linear=0
shrinkage=0.1


Tree=2454
num_leaves=31
num_cat=0
split_feature=0 0 3 2 1 4 4 6 6 6 6 4 6 4 1 3 1 0 0 4 0 6 1 6 4 1 1 6 4 6
split_gain=1.08234e+12 1.00813e+13 3.61513e+13 3.55739e+13 6.45e+13 4.26158e+13 3.64568e+13 2.91406e+13 2.74671e+13 2.29059e+13 2.16235e+13 3.18505e+13 2.00181e+13 1.91653e+13 1.97465e+13 2.01257e+13 1.90627e+13 1.88301e+13 1.86529e+13 1.81807e+13 7.50365e+13 1.68439e+13 1.64176e+13 4.79609e+13 4.42616e+13 3.32442e+13 4.29858e+13 4.38959e+13 6.81809e+13 4.41097e+13
threshold=56.128722100000005 56.288960650000007 18.500000000000004 2865.5000000000005 37.46219940000001 18.500000000000004 14.500000000000002 48.025000000000013 97.020000000000024 54.990000000000002 63.005000000000003 15.500000000000002 60.305000000000007 14.500000000000002 37.517483500000004 14.500000000000002 34.382014200000008 56.148747500000006 56.262014700000009 11.500000000000002 56.228352100000002 93.050000000000011 40.965343750000009 77.010000000000005 14.500000000000002 43.80299105000001 43.862029600000007 93.050000000000011 5.5000000000000009 108.05000000000001
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 6 7 8 -6 17 -4 12 -12 -8 19 15 -15 -5 -2 -11 -9 -21 -13 23 -18 -25 -24 27 -27 29 -29
right_child=1 -3 9 16 5 -7 10 13 -10 18 11 21 -14 14 -16 -17 22 -19 -20 20 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-30.753624775953803 -34528.379114200368 9.5696497018690145 -1905.4222420848191 -45926.233832163874 -8185.589806197906 121545.27697010869 12623.436443987512 -24497.316559612569 -105478.08822115386 -18153.398940397565 122383.34786184212 36610.923015822373 -33664.57778655408 -61098.93310684419 -30436.904757903343 -168732.08753396739 6207.5639604426351 -227.47004126985999 -58701.236170310345 93903.422196742467 -92747.003582589285 -16814.372432008509 -5890.6333245154947 94635.390915234384 -6097.6508140450096 9970.0557428373977 1956.2126425967633 83273.690234375012 169420.7594815341 -111584.86694568452
leaf_weight=3004321 170 1006471 447 81 2347 23 1112 1040 26 304 38 308 102 71 172 23 1409 2733 181 56 35 73 4509 125 67 5865 41604 26 44 21
leaf_count=3004321 170 1006471 447 81 2347 23 1112 1040 26 304 38 308 102 71 172 23 1409 2733 181 56 35 73 4509 125 67 5865 41604 26 44 21
internal_value=0 86.391 1313.44 1606.92 -4474.24 -14158.4 3522.32 -14992.1 -3152.59 -18235.3 15494.6 35081.8 8734.33 -26427.2 -50579 -87434.7 2549.23 -2236.14 -33285.7 -20746.9 22114.8 26374.6 2622.39 12596.7 59483.8 2315.7 3093.71 11039.4 79959.9 -3790.77
internal_weight=0 1.06948e+06 63012 62080 8329 3767 4562 3744 2929 932 1633 419 1214 1397 266 94 53751 2903 485 1131 91 381 53670 1601 192 52069 47560 5956 91 47
internal_count=4073804 1069483 63012 62080 8329 3767 4562 3744 2929 932 1633 419 1214 1397 266 94 53751 2903 485 1131 91 381 53670 1601 192 52069 47560 5956 91 47
is_linear=0
shrinkage=0.1


Tree=2455
num_leaves=31
num_cat=0
split_feature=2 0 1 0 4 7 1 1 6 4 5 1 6 5 0 6 6 4 0 1 0 0 6 3 4 6 4 4 6 4
split_gain=1.16864e+12 1.74668e+13 6.52717e+13 2.58233e+13 2.34442e+13 4.30281e+13 2.10011e+13 1.91566e+13 1.72011e+13 1.62288e+13 1.92132e+13 1.24517e+13 1.88398e+13 3.77023e+13 3.01678e+13 1.89606e+13 1.7842e+13 1.64239e+13 1.74365e+13 1.83763e+13 1.5785e+13 1.87698e+13 1.60556e+13 1.54896e+13 1.89604e+13 1.72304e+13 1.52278e+13 1.7562e+13 1.76059e+13 2.08686e+13
threshold=2599.0000000000005 57.892117950000006 49.111590500000005 56.904718250000009 5.5000000000000009 6.0000000000000009 47.899251850000006 53.252814850000007 156.15000000000003 19.500000000000004 2.5000000000000004 36.865631950000008 52.330000000000005 2.5000000000000004 53.310923100000004 47.005000000000003 156.15000000000003 5.5000000000000009 56.262014700000009 36.555998300000006 54.604289300000012 56.288960650000007 45.005000000000003 3.5000000000000004 4.5000000000000009 98.020000000000024 22.500000000000004 21.500000000000004 130.05000000000004 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 3 4 11 6 -6 -3 -5 -4 10 -7 12 14 23 15 -1 26 20 -19 -20 -16 -22 -23 -14 -25 -26 27 28 -15 -30
right_child=-2 2 8 7 5 9 -8 -9 -10 -11 -12 -13 13 16 17 -17 -18 18 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=24940.865840587623 -26.647024917688118 35444.259185634517 2297.5992962181103 -24892.523192794044 150222.43189453124 42496.987188365849 -78069.052412796023 -5160.2360918137019 74617.81864938447 9714.4870255461847 121066.29309210526 168.45764934440859 -4561.3306882874585 -137.08205531080685 10131.292795320413 -12701.412592594799 59245.790160156255 -2654.5777239254512 75241.689192708334 -19298.063688756007 -3233.5925599752286 3353.3690018973812 24807.963915674172 -74924.940088778414 -16352.595993367737 70562.613179347827 40568.837989945845 -70967.652994791672 17821.577743459304 -68559.830864257805
leaf_weight=727 3265512 39 9692 583 40 172 28 3152 33 113 38 767420 1638 5922 1730 164 50 4233 21 982 6150 1866 429 55 2745 23 88 36 43 80
leaf_count=727 3265512 39 9692 583 40 172 28 3152 33 113 38 767420 1638 5922 1730 164 50 4233 21 982 6150 1866 429 55 2745 23 88 36 43 80
internal_value=0 107.654 4228.83 55.2191 42355.9 52387.4 -11994.1 -8240.27 2543 40271.6 56714.3 94.2216 -2017.19 -5281.84 121.585 18012.3 -249.678 -912.783 -5463.61 -17318.7 1429.05 -353.652 7363.84 -12297.1 -16785.6 -15630.4 -731.891 -1329.57 -914.848 -38361.5
internal_weight=0 808292 10155 798137 430 363 67 3735 9725 323 210 794402 26982 10680 16302 891 6219 15411 5236 1003 10175 8445 2295 4461 2823 2768 6169 6081 6045 123
internal_count=4073804 808292 10155 798137 430 363 67 3735 9725 323 210 794402 26982 10680 16302 891 6219 15411 5236 1003 10175 8445 2295 4461 2823 2768 6169 6081 6045 123
is_linear=0
shrinkage=0.1


Tree=2456
num_leaves=31
num_cat=0
split_feature=2 4 4 1 1 6 0 3 3 3 0 4 1 4 6 1 6 6 3 7 0 5 0 3 5 6 4 1 0 6
split_gain=1.06104e+12 5.54115e+12 2.77444e+13 1.36818e+13 1.5752e+13 2.37344e+13 1.28945e+13 1.16031e+13 1.14986e+13 1.09298e+13 1.17344e+13 2.23449e+13 1.73743e+13 1.41821e+13 1.27626e+13 2.60003e+13 1.32337e+13 2.18404e+13 9.5717e+12 9.08123e+12 8.95643e+12 8.47361e+12 9.27325e+12 7.82308e+12 7.65741e+12 7.61625e+12 7.58308e+12 2.43972e+13 4.95109e+13 2.43906e+13
threshold=3338.0000000000005 28.500000000000004 29.500000000000004 60.549354600000008 60.636764050000004 45.995000000000012 56.904718250000009 14.500000000000002 22.500000000000004 5.5000000000000009 56.791379400000004 31.500000000000004 60.636764050000004 31.500000000000004 49.895000000000003 60.620042600000012 73.00500000000001 92.02500000000002 14.500000000000002 6.0000000000000009 56.802121050000004 3.5000000000000004 56.858606850000008 22.500000000000004 1.5000000000000002 69.605000000000004 26.500000000000004 82.911604200000014 59.905532300000012 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 23 9 19 18 -4 13 12 14 -11 24 -16 -17 -18 -7 -3 -6 22 -13 -5 -12 -15 -2 28 29 -28
right_child=1 2 6 4 20 8 -8 -9 -10 10 11 21 -14 25 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-42.484245881133837 61.491051971785659 -73062.038731970693 -10572.212441828222 -30123.963470982144 -23323.551135933718 -52355.613469827593 63203.060510253912 22695.263870620729 -37507.082087590148 -25836.536402455713 6864.2084468664852 2594.0453589744311 100270.45488281251 -4052.0515650813745 12662.629049949823 16609.526462339745 122192.79349986295 13010.866019241897 -124570.06593750001 -5882.1016354678723 8448.5561376521018 -26405.730501302081 -13253.50975291631 41518.241898148146 -30374.377355769233 40190.724989346592 20568.716611734759 -5552.3424160156255 -9868.1075478217754 -51616.500878906256
leaf_weight=2406287 1656765 26 891 35 413 29 32 128 52 314 367 2352 24 133 434 39 57 27 50 89 113 126 438 27 65 55 1886 1625 877 48
leaf_count=2406287 1656765 26 891 35 413 29 32 128 52 314 367 2352 24 133 434 39 57 27 50 89 113 126 438 27 65 55 1886 1625 877 48
internal_value=0 61.3063 -2895.04 -18530.8 -25463.8 -49899.1 -85.6289 1983.02 -74024.3 -466.17 1565.99 3405.44 16200.4 -12830.9 14160.2 24164.5 64748.4 87098.6 -98061 -21070.6 -16498 -1039.43 106.15 1075.06 1261.18 8891.31 72.5465 4201.56 9840.16 18777.1
internal_weight=0 1.66752e+06 6316 962 719 193 5354 243 131 5322 4431 3929 1013 502 989 557 123 84 79 115 526 2916 2790 62 432 188 1.6612e+06 4436 2811 1934
internal_count=4073804 1667517 6316 962 719 193 5354 243 131 5322 4431 3929 1013 502 989 557 123 84 79 115 526 2916 2790 62 432 188 1661201 4436 2811 1934
is_linear=0
shrinkage=0.1


Tree=2457
num_leaves=31
num_cat=0
split_feature=1 1 0 6 7 1 4 0 6 4 6 3 0 0 6 5 4 4 1 0 6 6 3 5 4 1 6 6 6 6
split_gain=1.14765e+12 4.8647e+13 7.29745e+13 6.33068e+13 4.88724e+13 4.72081e+13 2.08707e+14 1.13904e+14 6.51979e+13 4.01951e+13 4.01687e+13 3.97999e+13 3.89067e+13 5.1361e+13 4.29844e+13 6.32142e+13 4.64607e+13 4.29328e+13 3.72921e+13 1.66657e+14 6.04091e+13 5.26905e+13 3.71356e+13 1.57288e+14 4.94842e+13 4.48405e+13 3.84385e+13 3.5556e+13 7.10087e+13 6.01466e+13
threshold=39.908802000000009 39.843340650000009 57.60122925000001 40.490000000000002 6.0000000000000009 39.873894000000007 8.5000000000000018 57.634352600000007 110.01500000000001 6.5000000000000009 92.02500000000002 1.5000000000000002 57.670849000000011 58.603553700000006 63.855000000000011 1.5000000000000002 16.500000000000004 8.5000000000000018 39.873894000000007 57.634352600000007 103.03500000000001 77.565000000000012 1.5000000000000002 3.5000000000000004 4.5000000000000009 39.873894000000007 116.05000000000001 168.45000000000002 149.05000000000004 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 9 11 -7 -6 -3 -8 14 -14 -5 -16 17 22 -19 -20 21 -21 23 24 -17 -26 -25 28 29 -24
right_child=-2 2 3 4 5 8 7 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 19 20 -22 -23 27 26 25 -27 -28 -29 -30 -31
leaf_value=-8.0808582890358824 -49.979092382727636 736.76701300883576 -4137.6768555858171 13585.741552023832 29567.45800611224 -1299.441423704777 -143.05106997282607 9503.855951201027 -89494.34375448995 -14137.201147172696 -24481.415165077768 138291.51240553812 -57040.475031366412 12303.179757264021 -59137.399557976976 -7328.6056805630396 -35447.030826130322 90068.373714258603 -100572.49424278847 101848.01306046196 33769.296229516003 293015.98020833335 27718.56449129415 146937.52663043479 -4947.0104399181546 122380.02020640433 334064.3547619048 -65394.172511430224 158982.33725773741 -52604.326468749998
leaf_weight=1883763 2159248 17000 2659 3582 280 2293 23 134 87 847 656 214 151 365 76 145 94 247 65 46 82 21 1376 23 42 81 21 44 39 100
leaf_count=1883763 2159248 17000 2659 3582 280 2293 23 134 87 847 656 214 151 365 76 145 94 247 65 46 82 21 1376 23 42 81 21 44 39 100
internal_value=0 56.3667 3998.95 9642.57 13139.6 4229.93 18137 83193 -4523.37 -3278.9 -200.202 124857 18374.7 -7989.25 20610.7 30667.9 33481.3 36259.7 63594.6 33038.4 91325 161766 29524.6 61016.9 32247.6 78902.5 236248 23222.1 25795.8 22276.6
internal_weight=0 1.91456e+06 30793 13137 10478 3878 1498 371 2380 1127 17656 237 6600 516 6084 2502 2426 2332 461 214 149 67 1871 312 268 123 44 1559 1515 1476
internal_count=4073804 1914556 30793 13137 10478 3878 1498 371 2380 1127 17656 237 6600 516 6084 2502 2426 2332 461 214 149 67 1871 312 268 123 44 1559 1515 1476
is_linear=0
shrinkage=0.1


Tree=2458
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 0 4 2 0 6 0 0 6 0 0 0 7 0 1 0 0 0 1 6 3 7 4 4 4 4
split_gain=1.12639e+12 1.99854e+13 6.97294e+13 9.61269e+13 1.54221e+14 7.77338e+13 8.54273e+13 6.72104e+13 6.07683e+13 7.87836e+13 5.15323e+13 5.10506e+13 4.75759e+13 3.68761e+13 3.61034e+13 5.04144e+13 6.46987e+13 5.17753e+13 9.57679e+13 3.84274e+13 5.91624e+13 4.76133e+13 5.78674e+13 3.75542e+13 3.70584e+13 5.02821e+13 3.64131e+13 3.50699e+13 3.45635e+13 3.44653e+13
threshold=37.873748150000004 37.843405600000004 55.660117850000006 55.768246800000007 6.0000000000000009 55.696737300000009 17.500000000000004 75.000000000000014 55.685785750000008 67.00500000000001 55.749683450000006 55.696737300000009 56.010000000000012 55.696737300000009 56.041614100000011 55.922096200000006 6.0000000000000009 56.006509350000009 37.858952300000006 55.812023600000011 55.783232450000007 55.910578700000009 37.858952300000006 59.815000000000005 8.5000000000000018 6.0000000000000009 18.500000000000004 14.500000000000002 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 -1 12 4 7 6 -6 11 -9 10 13 -4 27 28 15 19 -17 18 -18 20 24 22 23 -21 25 -5 -23 -3 -10 -14
right_child=-2 2 3 14 5 -7 -8 8 9 -11 -12 -13 29 -15 -16 16 17 -19 -20 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.692270402099039 -31.068226158004862 -16360.934820837851 29019.575550667822 47882.619203168899 40520.411351952374 -21299.140972216621 1048.340115856226 16909.815161494345 18650.06973276089 69364.808400970869 11577.312994876398 -9361.2435044217164 -8465.4297625686759 73647.189707348021 -20398.628131667239 2574.3796600816422 102595.1587487457 10853.524582945518 1787.5700114422534 -35004.629369901137 16170.63261369204 -7267.5182951655197 -14777.15666097639 -99162.384599673213 -31786.338206613025 -19332.261219453652 44826.723646375875 5766.6941249465281 107013.64751953125 -32515.972526093174
leaf_weight=1021935 3019657 955 551 178 632 1301 4140 2009 386 677 838 934 1604 316 877 6237 218 533 166 226 1465 1967 963 153 582 297 144 2865 50 948
leaf_count=1021935 3019657 955 551 178 632 1301 4140 2009 386 677 838 934 1604 316 877 6237 218 533 166 226 1465 1967 963 153 582 297 144 2865 50 948
internal_value=0 88.9965 2541.5 4851.91 11487.3 368.656 6275.99 23208.1 29573.4 40795.7 28631.4 4879.72 -6827.81 47635.8 -754.497 557.705 6220.83 31022.3 59016.9 -6222.88 3160.89 -13076.6 -27804.2 -60904.7 -14870.6 5855.63 -3713.96 234.787 28783.5 -17399.6
internal_weight=0 1.05415e+06 32212 25840 11834 6073 4772 5761 4276 2267 1590 1485 6372 752 14006 13129 7154 917 384 5975 2522 3453 1342 379 1057 475 2111 3820 436 2552
internal_count=4073804 1054147 32212 25840 11834 6073 4772 5761 4276 2267 1590 1485 6372 752 14006 13129 7154 917 384 5975 2522 3453 1342 379 1057 475 2111 3820 436 2552
is_linear=0
shrinkage=0.1


Tree=2459
num_leaves=31
num_cat=0
split_feature=2 6 0 1 4 5 6 6 0 3 4 6 4 5 4 6 1 1 1 4 1 4 1 4 5 4 4 1 6 2
split_gain=1.0935e+12 5.94823e+12 2.54992e+13 5.14494e+13 4.75262e+13 3.28919e+13 2.87475e+13 2.7789e+13 3.34259e+13 2.72539e+13 4.34299e+13 7.11527e+13 7.27527e+13 6.72896e+13 5.05927e+13 3.08876e+13 4.04658e+13 3.78904e+13 3.611e+13 3.50249e+13 2.78853e+13 2.71388e+13 2.66114e+13 3.11585e+13 5.46718e+13 2.87285e+13 4.79406e+13 2.79577e+13 2.79725e+13 2.58038e+13
threshold=3338.0000000000005 65.805000000000021 44.046956350000009 43.56803845000001 7.5000000000000009 2.5000000000000004 85.020000000000024 66.50500000000001 59.838047850000002 3.5000000000000004 8.5000000000000018 66.010000000000005 7.5000000000000009 2.5000000000000004 6.5000000000000009 66.010000000000005 30.315889700000003 30.345769800000003 30.425503950000003 9.5000000000000018 30.242318500000007 10.500000000000002 39.652459050000012 5.5000000000000009 3.5000000000000004 9.5000000000000018 11.500000000000002 39.366401150000009 78.010000000000005 36.000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 29 -10 11 14 13 -13 -11 18 19 -18 -12 -17 -21 -19 23 -7 25 -25 -27 28 -28 -4
right_child=-2 2 7 4 6 22 -8 -9 9 10 15 12 -14 -15 -16 16 17 21 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=37.966806862309966 62.236970261777564 12647.263261992633 6484.1544156420268 -42075.636500909735 -25724.270521230919 -43930.988823723077 36852.673866719691 -309.40007570440559 -32437.628654971981 -80721.053412828944 9174.292140215066 275739.16112607758 -35631.530749999998 58402.327064732148 63922.563969494055 -183082.89375000002 57489.921762213919 -95594.246840277789 -49571.999583023317 -10209.843398795872 -76397.906801470599 -9946.2095552884621 3161.0846711110762 -98282.638120404416 118171.58596389359 139414.41846590908 20543.517118566178 80008.525297619053 -97506.756425382657 -4139.5455650851973
leaf_weight=1900630 1667517 4141 2657 453 131 264 167 470062 673 57 617 29 25 28 42 21 71 45 126 109 153 208 8994 34 37 22 34 21 49 16387
leaf_count=1900630 1667517 4141 2657 453 131 264 167 470062 673 57 617 29 25 28 42 21 71 45 126 109 153 208 8994 34 37 22 34 21 49 16387
internal_value=0 -43.1292 -347.947 3807.64 -21672.1 5215.06 9344.02 -469.297 -4006.64 -15665.5 -8292.77 37704.8 106596 168977 -19357.1 -14459.8 -31194.8 -7064.1 -788.067 -58821.5 -48861.7 -25180.1 1959.99 -21473.1 8622.76 -16710.4 5301.15 -23069 -49148.8 -2657.34
internal_weight=0 2.40629e+06 505657 14347 751 13596 298 491310 21248 2204 1531 181 82 57 99 1350 607 324 743 283 262 253 9455 461 197 160 126 104 83 19044
internal_count=4073804 2406287 505657 14347 751 13596 298 491310 21248 2204 1531 181 82 57 99 1350 607 324 743 283 262 253 9455 461 197 160 126 104 83 19044
is_linear=0
shrinkage=0.1


Tree=2460
num_leaves=31
num_cat=0
split_feature=1 1 7 0 0 0 0 0 0 5 6 0 4 4 6 6 6 5 0 1 0 5 0 3 3 6 5 4 6 4
split_gain=1.11675e+12 2.67677e+13 5.46966e+13 5.56808e+13 5.50819e+13 3.13882e+13 8.38753e+13 4.81861e+13 3.04003e+13 5.32338e+13 3.36266e+13 3.04976e+13 2.93606e+13 5.71236e+13 6.3265e+13 4.25077e+13 4.12752e+13 6.33159e+13 3.45128e+13 5.29259e+13 4.40878e+13 3.76343e+13 3.14383e+13 3.43871e+13 3.05433e+13 3.00213e+13 3.32309e+13 2.86157e+13 3.45877e+13 2.69562e+13
threshold=39.01296365000001 39.029038350000008 6.0000000000000009 45.082176650000008 45.085557650000005 45.055912800000009 45.073441650000007 45.040161900000008 45.097384400000003 2.5000000000000004 93.050000000000011 45.090603300000005 9.5000000000000018 16.500000000000004 84.810000000000016 72.020000000000024 168.45000000000002 4.5000000000000009 45.029425500000009 39.023883200000007 45.047736150000013 1.5000000000000002 45.053967500000006 5.5000000000000009 1.5000000000000002 67.91500000000002 2.5000000000000004 5.5000000000000009 69.605000000000004 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 -5 7 -7 -4 9 11 -11 -6 15 14 -14 -2 17 22 -15 21 -21 -20 -17 -24 -22 -26 -27 -10 -29 -25
right_child=1 -3 5 4 8 6 -8 -9 27 10 -12 -13 13 18 -16 16 -18 -19 19 20 24 -23 23 29 25 26 -28 28 -30 -31
leaf_value=70.481801464968413 3171.278404590335 3.8092146438144874 1129.7176367580303 -16300.876099430328 -8618.4057877494033 32569.961628793477 -14416.434425355923 -27878.202421336209 978.42654872196681 45707.685762117355 180985.84499627977 17597.107343718719 -3924.0308066875205 -10219.812484033329 -33879.229521300236 51268.050871691099 -73748.18619186047 180317.43073918272 4720.4307891206417 33694.486118484558 -100443.01797600824 24320.237803573968 24264.93959698495 -61184.611821546059 -1974.4759682590907 -65665.917618464329 -1996.8575233114921 -8614.2789945497989 -48555.492706378791 9857.7150022412916
leaf_weight=1448633 9383 2579048 808 3972 942 499 1592 1966 4041 147 21 839 8478 1164 769 291 43 26 1814 259 37 2130 707 95 1347 174 155 4073 229 122
leaf_count=1448633 9383 2579048 808 3972 942 499 1592 1966 4041 147 21 839 8478 1164 769 291 43 26 1814 259 37 2130 707 95 1347 174 155 4073 229 122
internal_value=0 -38.8936 -2426.69 -1244.17 -6297.9 -12455.1 -3203.52 -19428.9 -2437.44 8807.17 62617.5 3731.29 1426.28 -1239.45 -6415.17 5506.48 22571.3 25908.7 5520.42 8617.38 -4758.89 15305.5 22604.5 13577.3 -10572.9 -8588.9 -35669.9 -5064.29 -10740.4 -21243.8
internal_weight=0 2.62517e+06 46123 41258 14264 4865 2091 2774 10292 1949 168 1781 26994 16327 9247 10667 1284 1241 7080 5916 1972 3944 1215 924 1713 1676 329 8343 4302 217
internal_count=4073804 2625171 46123 41258 14264 4865 2091 2774 10292 1949 168 1781 26994 16327 9247 10667 1284 1241 7080 5916 1972 3944 1215 924 1713 1676 329 8343 4302 217
is_linear=0
shrinkage=0.1


Tree=2461
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 1 6 0 6 4 4 6 4 3 6 6 6 5 6 6 5 6 6 3 6 6 3 1 6
split_gain=1.21613e+12 1.42865e+13 2.34398e+13 5.19677e+13 3.45476e+13 3.17851e+13 2.95123e+13 2.89004e+13 2.60904e+13 5.29536e+13 3.39616e+13 2.79431e+13 3.21584e+13 2.56953e+13 2.47836e+13 5.1446e+13 2.28301e+13 2.27295e+13 3.02539e+13 2.5819e+13 2.26059e+13 2.15596e+13 3.75274e+13 3.36578e+13 2.88556e+13 6.9922e+13 7.5759e+13 2.71551e+13 3.68672e+13 2.64775e+13
threshold=47.295021550000008 51.307150200000002 36.865631950000008 37.873748150000004 38.782330450000011 5.5000000000000009 39.689978950000004 43.010000000000012 50.596941950000009 168.45000000000002 6.5000000000000009 5.5000000000000009 91.02500000000002 17.500000000000004 13.500000000000002 106.49500000000002 98.020000000000024 70.00500000000001 1.5000000000000002 77.565000000000012 49.485000000000007 2.5000000000000004 81.705000000000013 84.810000000000016 4.5000000000000009 134.05000000000004 128.05000000000004 6.5000000000000009 36.593086150000012 91.02500000000002
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 8 5 -5 -4 7 -6 17 10 11 12 -10 -8 20 -16 -9 18 -2 -19 -12 22 -22 -23 25 26 -25 28 -26 -29
right_child=1 -3 3 4 6 -7 13 16 9 -11 14 -13 -14 -15 15 -17 -18 19 -20 -21 21 23 -24 24 27 -27 -28 29 -30 -31
leaf_value=115.71672082426073 -3206.3221765413514 6.8472814830262898 -2851.5956064791908 16393.818770542985 -639.05842302775704 -17254.957737777757 -1519.6345111373746 -13520.560487312336 -1411.6602972503724 124450.33721217106 364.77632327196079 -37246.173230634413 115025.42200520833 8240.9488522441225 -270.2975213656768 -134335.62798713238 -77361.390631853064 -13679.68269011321 6748.4121855550984 -308.18865080680968 31947.688149172431 -1705.0560046512533 -83338.456627155188 52899.944652138991 27309.390833509289 -80432.49072265625 255222.24249999999 73902.643065034674 -70621.484824218758 10077.422180023827
leaf_weight=742645 6086 3250391 2688 1069 2676 3563 40027 3244 2032 38 984 224 24 2892 181 34 57 2430 6126 3559 1071 946 29 248 74 36 20 89 80 241
leaf_count=742645 6086 3250391 2688 1069 2676 3563 40027 3244 2032 38 984 224 24 2892 181 34 57 2430 6126 3559 1071 946 29 248 74 36 20 89 80 241
internal_value=0 -25.7978 -1339.55 -2465.37 -1389.95 -11061.4 -1778.75 -8362.12 1238.22 6756.75 6048.31 -3706.59 -52.4726 -861.94 11563.1 -21471.3 -14622.9 -687.4 1787.35 -5733.59 13423.3 17957.4 28908.3 11010.5 26275.7 50421.3 67998.6 11109.9 -23563.8 27290.9
internal_weight=0 3.33116e+06 80768 56216 49965 6251 48896 5977 24552 6351 6313 2280 2056 42919 4033 215 3301 18201 12212 5989 3818 2834 1100 1734 788 304 268 484 154 330
internal_count=4073804 3331159 80768 56216 49965 6251 48896 5977 24552 6351 6313 2280 2056 42919 4033 215 3301 18201 12212 5989 3818 2834 1100 1734 788 304 268 484 154 330
is_linear=0
shrinkage=0.1


Tree=2462
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 6 4 4 4 6 6 3 4 6 4 6 1 6 6 5 6 6 5 4 6 6 4 6 1 4
split_gain=1.15274e+12 1.27688e+13 2.26038e+13 2.6756e+13 3.16149e+13 3.69543e+13 2.9023e+13 2.60116e+13 3.14636e+13 5.48463e+13 3.34657e+13 3.06705e+13 9.70037e+13 1.26486e+14 2.62497e+14 4.34e+13 2.35033e+13 2.60984e+13 2.25643e+13 6.64422e+13 5.75444e+13 2.34951e+13 2.22682e+13 3.47014e+13 2.17197e+13 2.12974e+13 1.96925e+13 2.42092e+13 1.73465e+13 4.53178e+13
threshold=43.687280500000007 39.625203600000013 39.689978950000004 3.5000000000000004 94.02500000000002 105.00500000000001 19.500000000000004 15.500000000000002 12.500000000000002 50.410000000000004 45.005000000000003 5.5000000000000009 10.500000000000002 45.605000000000011 9.5000000000000018 42.405000000000008 39.652459050000012 65.805000000000021 51.805000000000007 2.5000000000000004 42.875000000000007 33.805000000000007 1.5000000000000002 17.500000000000004 62.010000000000012 55.805000000000007 8.5000000000000018 76.605000000000004 39.703507450000011 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 18 3 16 6 -6 7 8 11 10 -10 15 13 -13 -15 -5 -3 -18 20 -20 21 -1 -9 -24 -11 -14 27 -17 29 -4
right_child=-2 2 28 4 5 -7 -8 22 9 24 -12 12 25 14 -16 26 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=51146.837594696248 8.2569948069036556 -47102.75439453125 12152.234277367816 101.76664198578382 -179396.09540625001 -22013.19552364865 98838.271008831522 -19655.919390007064 20335.373831112738 196931.56220238097 -94275.414264112915 -36063.602174709158 -13476.64704541973 34100.24692508013 479695.643984375 -43945.866551645857 17182.876978037308 113904.13549679489 -101070.73642314191 125155.88640625001 151684.45514823718 -75960.721754807688 -126236.83778666836 -12305.821156083777 61332.692766203712 -98086.186532738095 -90597.689006024098 56464.426494891828 -383.85496835170278 -52915.243936670355
leaf_weight=33 3977958 35 2029 366 25 37 23 177 143 21 31 46 102 39 20 314 98 39 37 20 39 26 62 47 27 42 83 26 91746 113
leaf_count=33 3977958 35 2029 366 25 37 23 177 143 21 31 46 102 39 20 314 98 39 37 20 39 26 62 47 27 42 83 26 91746 113
internal_value=0 -342.695 -389.149 -11479.9 -15435.9 -85474 -12668.3 -14327.2 -8147.35 26022.4 -83.7896 -15455.3 15143.2 88237.1 185150 -25111.9 26032.5 44716.7 28335.9 -21693 57434.3 -4866.66 -41553 -77110.6 120657 -38154.4 -46928 -36267.4 -176.164 8719.64
internal_weight=0 95846 95691 1803 1631 62 1569 1546 1260 222 174 1038 249 105 59 789 172 137 155 57 98 59 286 109 48 144 423 340 93888 2142
internal_count=4073804 95846 95691 1803 1631 62 1569 1546 1260 222 174 1038 249 105 59 789 172 137 155 57 98 59 286 109 48 144 423 340 93888 2142
is_linear=0
shrinkage=0.1


Tree=2463
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 4 1 4 0 1 1 2 6 0 6 6 5 6 4 1 6 1 1 1 4 4 7 1 6 7
split_gain=1.16905e+12 2.47816e+13 2.17755e+13 2.0909e+13 4.78562e+13 2.00663e+13 1.96636e+13 2.58562e+13 1.63433e+13 3.38158e+13 2.97792e+13 5.41866e+13 3.30946e+13 3.66027e+13 2.98492e+13 2.88994e+13 2.80292e+13 3.23415e+13 3.70229e+13 5.59637e+13 2.78643e+13 2.74883e+13 6.00549e+13 5.24814e+13 5.24541e+13 3.93182e+13 3.78196e+13 3.49185e+13 3.33328e+13 3.64284e+13
threshold=55.214863500000007 55.303261650000003 61.025000000000006 37.780517050000007 37.924401400000008 3.5000000000000004 37.897576350000001 16.500000000000004 55.123213100000008 61.511492200000006 59.999510900000011 2200.0000000000005 38.010000000000012 55.173955500000005 102.04000000000001 66.990000000000023 3.5000000000000004 138.05000000000004 13.500000000000002 61.381045500000006 80.030000000000015 61.381045500000006 61.335446300000008 61.29689960000001 15.500000000000002 24.500000000000004 6.0000000000000009 61.273924650000005 99.050000000000011 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -8 -1 10 11 -10 -12 21 -13 -15 -17 -18 -19 -20 -11 22 23 27 -25 28 -26 -14 29 -24
right_child=1 -3 -4 4 -6 6 7 -9 9 20 12 14 13 15 -16 16 17 18 19 -21 -22 -23 25 24 26 -27 -28 -29 -30 -31
leaf_value=-8.6675832777614641 -20922.347576509837 -22.760372716954716 -10781.654011172601 67351.259329427077 -2261.5159379270722 -2694.2359473234101 11628.353662909838 114317.69737042683 2103.243303108507 -3081.3842512418987 -1297.5347826853799 -14152.230110346107 -81.690964382457082 3315.5319765322051 -107108.38075892859 -5965.0831686011697 14023.915153037953 -67136.752178899085 -41783.292688301284 157685.33970170456 -33046.520433349615 4295.9876982188725 12866.558848385161 9097.6902475927 -46603.365706033917 -15220.055131242463 -6319.6077618784529 19027.659914139422 54215.906084272596 45410.199899059131
leaf_weight=1980158 557 1983143 3623 120 11615 169 61 41 5237 10263 16778 2653 1470 25275 35 7213 1367 109 39 22 320 16672 1112 927 423 217 519 2736 432 498
leaf_count=1980158 557 1983143 3623 120 11615 169 61 41 5237 10263 16778 2653 1470 25275 35 7213 1367 109 39 22 320 16672 1112 927 423 217 519 2736 432 498
internal_value=0 -54.5668 -3951.56 -1981.86 -1103.14 33307.4 18232.6 52905.4 52.5902 1338.68 2011.84 -3820.82 2621.58 3735.48 -15362.6 1600.77 -3352.44 8908.47 -32225.7 30156.2 -3987.45 6640.13 11329.5 6153.09 -7790.02 25250.3 -24408.8 12348.9 29551 22932.9
internal_weight=0 1.99933e+06 16186 12563 12006 391 271 102 2.07448e+06 94317 83734 7925 75809 59031 2688 34025 8750 1537 170 61 10583 25006 8334 6075 1869 2259 942 4206 2042 1610
internal_count=4073804 1999329 16186 12563 12006 391 271 102 2074475 94317 83734 7925 75809 59031 2688 34025 8750 1537 170 61 10583 25006 8334 6075 1869 2259 942 4206 2042 1610
is_linear=0
shrinkage=0.1


Tree=2464
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 0 0 3 5 3 6 3 3 0 3 4 0 6 5 1 6 1 4 3 1 5 3 1 4 2
split_gain=1.21683e+12 8.8969e+12 1.30139e+13 1.52848e+13 1.81583e+13 1.78523e+13 2.21694e+13 1.24498e+13 2.5734e+13 2.52755e+13 1.85937e+13 2.91264e+13 1.16341e+13 2.6875e+13 1.59298e+13 1.49562e+13 1.23149e+13 1.53243e+13 1.14017e+13 2.91463e+13 9.92166e+12 1.71725e+13 2.34176e+13 1.60129e+13 1.58563e+13 1.56037e+13 1.48696e+13 3.45945e+13 1.46165e+13 1.44122e+13
threshold=102.04000000000001 82.948524700000021 82.956351500000011 110.01500000000001 55.043091000000011 55.039488700000007 55.043091000000011 7.5000000000000009 3.5000000000000004 8.5000000000000018 149.05000000000004 14.500000000000002 17.500000000000004 55.014210500000011 15.500000000000002 17.500000000000004 51.659529100000007 108.05000000000001 4.5000000000000009 92.90968070000001 189.00000000000003 82.991167100000027 8.5000000000000018 2.5000000000000004 82.962856350000024 2.5000000000000004 2.5000000000000004 83.658467900000019 8.5000000000000018 10180.500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -9 11 -11 14 -14 16 18 17 -4 19 -16 23 28 26 24 -18 -24 -23 -28 -22 -26
right_child=1 2 12 5 -6 6 -8 9 -10 10 -12 -13 13 -15 15 -17 20 -19 -20 -21 21 22 25 -25 29 -27 27 -29 -30 -31
leaf_value=8.9888156257728422 -49.800006806410508 -40781.520287921536 -104861.68975000001 -77209.836582438147 17943.504249191286 -98321.737279705674 11603.781274414063 96960.410135135142 -191.28040465631932 -6851.0799555759804 -47429.140964673919 133080.23189174107 96510.866546474368 3518.5395830141956 -124658.67794215426 6605.0769713320979 -97958.519568452379 -13653.530979352678 -6979.051977539063 10787.370442708334 93886.142873475619 8117.9341982698643 -2886.7851271856398 -148.43462289023637 -12353.893502599778 73062.408092619255 -78088.359410978621 2853.4857162210983 -8706.4571614583328 39325.820075334828
leaf_weight=3966508 97876 297 25 48 64 43 32 37 451 51 46 21 39 153 47 59 21 70 32 24 41 494 42 5398 1483 76 76 173 21 56
leaf_count=3966508 97876 297 25 48 64 43 32 37 451 51 46 21 39 153 47 59 21 70 32 24 41 494 42 5398 1483 76 76 173 21 56
internal_value=0 -332.298 -3267.52 -13542.7 -30370.4 -5209.57 -51420.2 89.8087 -7599.88 24845.6 2233.38 33962.2 -1922.99 22407.6 -2497.02 -33541.3 -1866.48 -37655.7 -56537.8 -78874.1 -1435.07 8306.82 4646.57 -2727.36 -11651.1 46029.6 -1925.71 -21851.7 59137 -10473.4
internal_weight=0 107296 9420 1090 361 729 75 654 499 155 118 72 8330 192 8138 162 7976 95 103 71 7881 923 861 6958 1560 118 743 249 62 1539
internal_count=4073804 107296 9420 1090 361 729 75 654 499 155 118 72 8330 192 8138 162 7976 95 103 71 7881 923 861 6958 1560 118 743 249 62 1539
is_linear=0
shrinkage=0.1


Tree=2465
num_leaves=31
num_cat=0
split_feature=0 0 2 6 1 6 1 0 1 3 0 6 6 3 6 1 4 3 4 6 0 3 2 4 3 6 7 0 0 1
split_gain=1.18007e+12 1.24184e+13 2.66636e+13 3.42332e+13 3.40426e+13 3.98259e+13 3.1736e+13 3.50246e+13 5.20979e+13 6.58372e+13 4.70461e+13 4.9098e+13 3.76613e+13 3.7823e+13 3.14707e+13 2.38742e+13 3.42611e+13 2.55674e+13 2.58244e+13 3.64834e+13 2.24271e+13 1.89617e+13 1.76743e+13 1.67917e+13 1.89358e+13 1.79741e+13 1.63604e+13 2.87023e+13 6.36082e+13 8.0909e+13
threshold=54.762682300000009 54.604289300000012 2865.5000000000005 47.805000000000007 53.67029225000001 114.05000000000001 56.128886000000001 54.73499850000001 56.02161850000001 3.5000000000000004 54.707511300000007 105.00500000000001 156.15000000000003 8.5000000000000018 149.05000000000004 55.957851400000003 3.5000000000000004 1.5000000000000002 13.500000000000002 77.565000000000012 54.707511300000007 4.5000000000000009 7884.5000000000009 18.500000000000004 6.5000000000000009 97.020000000000024 6.0000000000000009 45.059854000000009 45.036141150000006 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 -5 7 8 10 -10 11 23 -12 -14 15 16 -9 -18 19 -19 -3 -7 -4 24 25 -6 -1 28 -28 -30
right_child=-2 2 22 4 6 21 -8 14 9 -11 12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-162.51312936665687 -35.273743373915529 6333.6625988382839 -13637.525967479218 -9391.4884768331285 16606.266032887987 151720.66896306819 -19835.034375764932 -68145.31621730639 -22113.883407738096 213969.08859953703 1816.9503851815557 -26862.737020073786 -9391.3561197916679 157822.82631048388 -62657.700522248648 17615.702325293776 -13977.361790771487 55442.09247285335 1910.7219416920734 151522.87836756554 -2240.8314586219653 24427.061562500003 -3.1735678833373409 -10658.148322358003 37825.017668302913 98907.411357060191 684.87287348360894 1757.3463792803989 -20972.241072290941 -2555.0782066958909
leaf_weight=965698 2849744 4266 975 1590 1544 22 383 23 21 27 7832 225 24 31 46 2451 40 109 41 62 10705 25 38252 148 697 27 53187 122978 3192 9439
leaf_count=965698 2849744 4266 975 1590 1544 22 383 23 21 27 7832 225 24 31 46 2451 40 109 41 62 10705 25 38252 148 697 27 53187 122978 3192 9439
internal_value=0 82.1211 1379.69 3605.83 6921.26 -6709.8 8546.34 9360.7 6738.21 110683 6264.3 17816.4 2396.03 84856.6 19366.3 20750.4 48689.1 59352.6 73188.4 90278.4 202.478 84011.3 -342.06 21977.3 24107 18020.7 3.9341 855.317 -830.084 -7209.31
internal_weight=0 1.22406e+06 69566 30339 15368 1637 13731 13348 10576 48 10528 2641 7887 55 2772 2726 275 252 212 171 14971 47 39227 2416 2268 1571 1.15449e+06 188796 65818 12631
internal_count=4073804 1224060 69566 30339 15368 1637 13731 13348 10576 48 10528 2641 7887 55 2772 2726 275 252 212 171 14971 47 39227 2416 2268 1571 1154494 188796 65818 12631
is_linear=0
shrinkage=0.1


Tree=2466
num_leaves=31
num_cat=0
split_feature=0 0 1 7 6 4 1 1 0 6 4 4 6 1 6 4 6 6 6 6 6 1 4 4 6 3 6 6 3 1
split_gain=1.22314e+12 1.1835e+13 3.92037e+13 3.60986e+13 3.72243e+13 1.96667e+13 2.00043e+13 1.12874e+14 3.29192e+13 2.1116e+13 1.97228e+13 2.22823e+13 3.05998e+13 2.56584e+13 1.81439e+13 1.76734e+13 2.37953e+13 1.66009e+13 1.89662e+13 1.63045e+13 1.59673e+13 1.51088e+13 1.42524e+13 1.81342e+13 1.51852e+13 1.29751e+13 1.66284e+13 1.31067e+13 1.2639e+13 2.708e+13
threshold=47.295021550000008 50.556058150000005 39.689978950000004 6.0000000000000009 43.010000000000012 20.500000000000004 39.763755750000009 40.024897700000004 47.319699650000011 55.015000000000008 17.500000000000004 3.5000000000000004 88.00500000000001 39.723160900000003 116.05000000000001 10.500000000000002 93.050000000000011 93.050000000000011 80.720000000000013 79.710000000000022 81.02500000000002 36.593086150000012 14.500000000000002 9.5000000000000018 105.00500000000001 2.5000000000000004 96.050000000000011 88.00500000000001 4.5000000000000009 44.064675150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -10 11 19 -13 22 -7 16 -8 18 -17 -4 21 -6 23 -14 -24 26 -22 -27 -9 -30
right_child=1 -3 5 -5 20 14 7 28 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 25 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=116.05013602946374 -2641.5467264947333 -3.1357476888236953 13408.0662186431 6351.2834646533202 -7214.4807964077963 9832.0236337985298 35248.886574760494 1363.1719721286713 -25100.522425535797 -53674.481733928878 20277.272536320015 1488.7305384867987 -22502.51091702369 -47097.858332799697 84963.250473484863 -13112.002376375543 -81518.02980468751 75427.43418701172 -59204.456238301602 72147.089087890621 -48597.041398590693 -23014.853225980591 7277.9024832589294 48979.660502164916 -79966.827960526323 -32272.475905747444 32155.202866498163 -76046.760728481371 -9409.9985562556267 2110.5691083435736
leaf_weight=742645 2167 3283385 861 1250 973 1238 137 16981 925 359 596 10163 62 244 33 1274 20 20 96 50 51 1601 42 83 38 171 51 114 3926 4248
leaf_count=742645 2167 3283385 861 1250 973 1238 137 16981 925 359 596 10163 62 244 33 1274 20 20 96 50 51 1601 42 83 38 171 51 114 3926 4248
internal_value=0 -25.8721 -1588.48 -8886.49 -12600.9 -464.057 -851.986 -2322.52 -21253.3 -33089.7 2538.28 1622.36 336.266 -24637.1 11782.7 -11429.2 20374.1 -15021.4 -16341.8 16631.9 -19889.5 -17042.1 -279.606 18414.9 -34163.3 -38828.1 -8220.92 -49782.2 -192.007 -3422.8
internal_weight=0 3.33116e+06 47774 6378 5128 41396 40125 27986 2831 1284 12139 11543 10632 469 1271 1547 157 1390 1370 911 2961 2574 225 145 80 387 102 285 25155 8174
internal_count=4073804 3331159 47774 6378 5128 41396 40125 27986 2831 1284 12139 11543 10632 469 1271 1547 157 1390 1370 911 2961 2574 225 145 80 387 102 285 25155 8174
is_linear=0
shrinkage=0.1


Tree=2467
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 1 1 1 1 3 4 6 6 0 2 1 6 1 4 1 6 3 6 1 6 6 0 1 6 6
split_gain=1.21725e+12 8.81931e+12 3.45235e+13 3.45789e+13 3.64116e+13 4.18598e+13 3.70876e+13 3.64085e+13 3.2061e+13 5.65849e+13 3.0286e+13 5.39302e+13 5.64097e+13 3.60983e+13 3.32648e+13 3.16149e+13 4.34532e+13 7.74767e+13 6.52192e+13 6.89832e+13 7.04052e+13 6.70948e+13 6.24022e+13 7.62588e+13 1.09908e+14 5.05182e+13 6.61246e+13 9.66566e+13 4.70478e+13 1.33063e+14
threshold=5.5000000000000009 43.687280500000007 44.046956350000009 17.500000000000004 8.5000000000000018 40.965343750000009 43.047633000000012 40.024897700000004 39.625203600000013 4.5000000000000009 8.5000000000000018 118.04500000000002 116.05000000000001 42.965693300000005 13505.500000000002 39.735861600000007 64.015000000000015 39.712886600000012 6.5000000000000009 39.723160900000003 71.715000000000018 7.5000000000000009 99.050000000000011 39.723160900000003 71.030000000000015 28.980000000000004 43.6005307 39.723160900000003 59.245000000000012 56.805000000000007
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 8 3 4 5 7 -6 -3 9 -2 11 12 15 -13 -15 16 17 28 19 -18 -21 22 23 -20 -25 26 27 -19 29 -10
right_child=1 2 -4 -5 6 -7 -8 -9 10 -11 -12 13 -14 14 -16 -17 18 25 21 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=87.41890886447726 150465.77401315726 42148.829099367984 -25.747365099300971 108439.51696059282 -3429.7725875285523 12237.661532597231 20266.899177129904 160124.4911503233 2432.1182379634142 -17015.658066860466 -80.25698395183629 -33155.041633488581 -130588.33533176732 40540.15223460619 -25725.612335410817 -3900.5006278758192 -2354.9132675438595 15696.334666053923 732.36400615985576 23743.386612215909 -198009.59241615853 -109846.78049568966 162649.70089285716 228890.27271341463 -12375.914824218751 -40228.811754836359 -30087.876921735489 270606.58149181551 -86100.377849264711 200437.07015202841
leaf_weight=1145099 38 267 2870009 34 2950 1370 851 29 593 43 40601 104 37 509 89 8789 228 51 208 22 41 29 42 41 35 1461 126 21 51 36
leaf_count=1145099 38 267 2870009 34 2950 1370 851 29 593 43 40601 104 37 509 89 8789 228 51 208 22 41 29 42 41 35 1461 126 21 51 36
internal_value=0 -34.1801 -10.5776 7903.87 7278.63 19605.6 1875.64 53707.3 -1310.04 61555.9 -1405.91 -5707.25 -7307.77 21221.1 30677.9 -6920.36 -15812 -22152.7 7146.2 -27948.3 -120572 35913.8 48880.3 32055.2 117781 -33804.8 13596.9 90045.2 6274.8 13764.7
internal_weight=0 2.9287e+06 2.87551e+06 5501 5467 1666 3801 296 53195 81 53114 12513 11811 702 598 11774 2985 2339 646 291 63 355 326 284 76 1659 198 72 680 629
internal_count=4073804 2928705 2875510 5501 5467 1666 3801 296 53195 81 53114 12513 11811 702 598 11774 2985 2339 646 291 63 355 326 284 76 1659 198 72 680 629
is_linear=0
shrinkage=0.1


Tree=2468
num_leaves=31
num_cat=0
split_feature=6 1 3 1 5 4 3 4 1 5 6 4 1 1 0 3 0 2 0 1 4 6 6 1 1 6 3 0 1 3
split_gain=1.18042e+12 8.10042e+12 2.07918e+13 3.31505e+13 3.72692e+13 4.80859e+13 4.03321e+13 3.51209e+13 2.64319e+13 5.84063e+13 4.38757e+13 4.50421e+13 5.66163e+13 6.98637e+13 4.52646e+13 4.07475e+13 3.95586e+13 4.35772e+13 3.63384e+13 3.48021e+13 3.37355e+13 3.15836e+13 6.18578e+13 3.12484e+13 3.0981e+13 4.05437e+13 7.40054e+13 5.84297e+13 8.04026e+13 7.13017e+13
threshold=118.04500000000002 39.723160900000003 12.500000000000002 43.997056950000008 3.5000000000000004 21.500000000000004 15.500000000000002 23.500000000000004 40.377616600000003 3.5000000000000004 130.05000000000004 9.5000000000000018 39.873894000000007 39.843340650000009 43.6005307 10.500000000000002 43.472751400000007 3191.5000000000005 57.670849000000011 40.965343750000009 17.500000000000004 122.65000000000002 138.05000000000004 39.749243900000003 39.749243900000003 168.45000000000002 4.5000000000000009 57.634352600000007 39.763755750000009 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 8 4 5 -4 -6 -7 9 10 15 12 13 23 -14 -3 -13 -18 20 21 24 -10 -23 -12 -11 26 -26 28 -27 -30
right_child=1 2 3 -5 6 7 -8 -9 19 18 11 16 14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=6.2458016175692848 1073.1284008444507 -54274.742774737526 106087.94061117257 2650.1774182749068 -87035.473867187509 -67727.472821723088 31608.126423267327 81601.057073102682 -55079.861438519023 -31446.694526765787 84146.143414062506 62836.185390625003 58921.528548177092 231433.58806818185 -57956.465172313088 73817.46087740385 -142593.28400568184 23932.780406605118 -93856.321135979728 -1807.5507141481683 113355.01144935345 204546.69367766206 28338.019071880142 -36157.456537828948 61737.103147386602 89389.628551136368 -13221.630319037322 104410.83506532868 -155777.72211626839 -6214.5002083333338
leaf_weight=4019687 20989 554 113 3671 40 36 101 28 23 196 50 20 48 22 107 26 55 22 37 27088 29 27 76 38 289 33 242 29 68 60
leaf_count=4019687 20989 554 113 3671 40 36 101 28 23 196 50 20 48 22 107 26 55 22 37 27088 29 27 76 38 289 33 242 29 68 60
internal_value=0 -463.924 -1437.76 5333.26 36306.9 66862 -2049.63 -2396.24 -2364.68 -13688.9 -31482.6 -4164.73 17176.4 72044.2 -21762 -48532.7 -62467.9 -95014.4 3362.63 -1563.66 7165.06 50869.9 74528.6 32196.9 3806.82 13390.3 27575.1 -26252.5 -49788.2 -85670
internal_weight=0 54117 33128 3989 318 177 141 64 29139 1925 942 362 265 110 155 580 97 77 983 27214 946 126 103 88 917 721 531 190 161 128
internal_count=4073804 54117 33128 3989 318 177 141 64 29139 1925 942 362 265 110 155 580 97 77 983 27214 946 126 103 88 917 721 531 190 161 128
is_linear=0
shrinkage=0.1


Tree=2469
num_leaves=31
num_cat=0
split_feature=1 1 4 6 0 3 1 6 5 0 0 4 1 4 6 6 6 3 6 3 4 6 5 6 6 6 4 0 1 0
split_gain=1.14265e+12 1.53992e+13 2.15113e+13 2.20902e+13 5.2531e+13 3.22312e+13 4.14669e+13 3.07104e+13 2.90251e+13 3.065e+13 2.79442e+13 2.72978e+13 2.63711e+13 4.1272e+13 3.56108e+13 5.06243e+13 2.58416e+13 4.64322e+13 2.56832e+13 2.52079e+13 2.25925e+13 2.12833e+13 1.92046e+13 2.22375e+13 2.8319e+13 3.16386e+13 1.69103e+13 2.35154e+13 4.52002e+13 2.06748e+13
threshold=82.860505900000007 82.895858600000011 4.5000000000000009 70.50500000000001 54.973017600000006 4.5000000000000009 82.886781200000016 96.050000000000011 2.5000000000000004 55.111813300000001 55.061158000000006 7.5000000000000009 82.886781200000016 11.500000000000002 86.030000000000015 89.00500000000001 54.010000000000012 1.5000000000000002 68.00500000000001 1.5000000000000002 17.500000000000004 48.025000000000013 2.5000000000000004 116.05000000000001 105.00500000000001 97.020000000000024 16.500000000000004 55.046782850000007 82.886781200000016 55.02095400000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 6 10 -8 9 18 11 22 13 -5 -15 -16 17 -10 -4 -14 -21 -11 -6 24 25 -24 27 29 -29 -7
right_child=1 -3 3 4 5 26 7 -9 16 21 -12 -13 19 14 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-28.232151592587027 -9672.6443869683662 22.18882326966073 2544.7005272207098 -36367.492122298019 -51470.355503731349 30307.383390767594 980.23422253667093 -38886.091985652885 -70465.968967533685 10529.255444645369 109261.76913914537 31357.638582605257 56557.87890625 3910.5660171812751 161350.4794407895 -17735.849016203705 -4246.345145223343 7024.8788696289066 -29152.597874185572 -63660.886740342343 26867.948101806644 41382.277145816122 15980.641217890374 -81202.990509259267 117846.78902994793 -81870.643855574323 10052.97270851412 117396.55214608433 20565.423674847149 -4591.4153058649817
leaf_weight=3172333 1427 871109 19624 208 67 904 686 269 167 789 33 524 24 251 38 27 2885 144 259 199 32 312 309 27 24 37 689 83 115 209
leaf_count=3172333 1427 871109 19624 208 67 904 686 269 167 789 33 524 24 251 38 27 2885 144 259 199 32 312 309 27 24 37 689 83 115 209
internal_value=0 99.3507 2313.18 2904.29 9135.05 13787.5 4729.38 -10249.1 1679.02 3031.14 18739.6 15716.1 -14610.8 -1775.64 20993.7 86960.8 -7198.67 -34586 2131.81 -40985.7 -51120.1 19272.3 -1947.99 6409.69 12803 5516.78 22736.9 29402.9 61156.3 23754.1
internal_weight=0 901471 30362 28935 4755 3976 1976 955 24180 20984 1021 988 779 524 316 65 3196 311 19883 255 231 1101 464 397 370 346 2000 1311 198 1113
internal_count=4073804 901471 30362 28935 4755 3976 1976 955 24180 20984 1021 988 779 524 316 65 3196 311 19883 255 231 1101 464 397 370 346 2000 1311 198 1113
is_linear=0
shrinkage=0.1


Tree=2470
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 7 6 6 5 4 6 6 6 4 4 6 5 6 6 3 4 5 6 6 6 6 3 6 3 3
split_gain=1.22055e+12 3.41726e+13 3.0569e+13 4.9391e+13 1.22434e+14 9.85084e+13 8.99443e+13 8.51788e+13 6.46892e+13 6.19682e+13 9.25788e+13 5.9594e+13 4.55438e+13 4.00674e+13 8.67296e+13 3.33978e+13 3.33005e+13 3.46609e+13 3.04624e+13 2.9029e+13 3.67476e+13 2.89231e+13 6.06526e+13 1.57937e+14 8.36097e+13 5.17036e+13 4.24978e+13 3.83235e+13 4.00043e+13 3.76095e+13
threshold=39.735861600000007 39.723160900000003 43.6005307 9.5000000000000018 4.5000000000000009 6.0000000000000009 74.615000000000009 93.050000000000011 1.5000000000000002 7.5000000000000009 64.015000000000015 84.810000000000016 47.805000000000007 12.500000000000002 15.500000000000002 31.005000000000006 2.5000000000000004 38.995000000000012 31.410000000000004 5.5000000000000009 11.500000000000002 1.5000000000000002 62.995000000000012 61.025000000000006 67.91500000000002 87.395000000000024 8.5000000000000018 92.02500000000002 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 -1 3 4 5 11 8 -8 15 10 12 18 -10 16 -15 -6 17 -5 -3 -19 -21 -16 23 -23 26 -26 29 28 -27 -24
right_child=-2 2 -4 13 6 -7 7 -9 9 -11 -12 -13 -14 14 21 -17 -18 19 -20 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=19.430089845286975 -48.863085237442704 33830.619964627738 2476.9098051948167 45592.313942522327 109049.74979619565 146891.82571364183 -166283.08587740385 92236.907468750011 146052.71955818965 200370.87197145063 254559.52747614935 85601.699318625717 -4298.0018673058721 64140.734318595103 -33361.526575997203 -44401.27829391892 41911.973988970596 -107637.40990048363 -7860.9135101485854 43470.507103924421 -69112.359278441014 22297.732306423612 -29898.465234375002 303026.84928977274 54214.442381606874 -149951.66488872326 -20354.950310019842 2814.6927438944331 9245.9578125000007 -182692.54575892858
leaf_weight=1790077 2267123 217 13395 35 23 52 26 25 29 81 26 88 66 232 246 37 51 84 911 43 89 225 24 22 162 38 63 238 27 49
leaf_count=1790077 2267123 217 13395 35 23 52 26 25 29 81 26 88 66 232 246 37 51 84 911 43 89 225 24 22 162 38 63 238 27 49
internal_value=0 61.3161 4577.05 13343.4 25932.7 12106.7 81943.5 -39557.6 105594 132675 87358.7 6342.85 41598.5 1117.62 8604.49 14421.6 -31755.2 -46723.4 159.532 -61682 -32437.6 -3172.85 5584.71 47301.9 -11560.3 8611 -80528.4 -15771 -83823.4 -132459
internal_weight=0 1.80668e+06 16604 3209 1581 1268 313 51 262 202 121 1216 95 1628 1326 60 302 251 1128 216 132 1094 848 247 601 465 136 303 65 73
internal_count=4073804 1806681 16604 3209 1581 1268 313 51 262 202 121 1216 95 1628 1326 60 302 251 1128 216 132 1094 848 247 601 465 136 303 65 73
is_linear=0
shrinkage=0.1


Tree=2471
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 4 0 1 5 6 4 4 1 1 0 4 4 0 6 6 6 0 4 4 4 4 7 4 7 6
split_gain=1.09776e+12 4.59239e+13 4.93122e+13 4.58045e+13 3.39007e+13 3.15821e+13 3.0259e+13 3.06211e+13 2.88481e+13 3.87063e+13 2.58405e+13 4.6706e+13 5.4421e+13 2.21058e+13 7.083e+13 1.00306e+14 1.06309e+14 7.62364e+13 5.52588e+13 5.98563e+13 5.19377e+13 4.77811e+13 4.91339e+13 4.18796e+13 7.02093e+13 4.1936e+13 6.01115e+13 6.28738e+13 5.17189e+13 3.77206e+13
threshold=39.231261550000006 39.596303450000001 55.685785750000008 74.015000000000015 43.205000000000005 20.500000000000004 44.249882500000005 38.893394150000006 4.5000000000000009 106.49500000000002 11.500000000000002 10.500000000000002 39.044653900000007 39.178027400000005 51.659529100000007 13.500000000000002 8.5000000000000018 45.125532050000011 110.01500000000001 103.03500000000001 77.565000000000012 51.707269950000004 17.500000000000004 20.500000000000004 24.500000000000004 14.500000000000002 6.0000000000000009 11.500000000000002 6.0000000000000009 65.805000000000021
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=6 2 3 5 -4 -2 7 -1 9 -5 11 -9 -13 -8 15 16 17 -15 19 -17 23 -22 -23 25 29 26 -16 -28 -27 -25
right_child=1 -3 4 8 -6 -7 13 10 -10 -11 -12 12 -14 14 20 18 -18 -19 -20 -21 21 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=24312.964505136482 -169.91414799224441 6.9155348855142975 -4268.8132005079297 -12136.558823519777 -22298.119527052815 -20898.645975523537 46.542751998464787 -10918.265247248819 77730.093198529416 -61539.178114536837 -42495.125197646914 146833.71778564455 -43641.212174479173 -21311.034949749832 7337.7280425083809 7387.9570375552057 -31044.474897044624 14731.681629373425 -90390.325342653508 102516.94523087687 46656.197329670991 -12742.017695097084 70719.188948384835 60715.485365099012 14796.284197002769 8226.5726714715383 88342.022043071556 -18287.634794421076 -24077.294189848177 175453.72894531253
leaf_weight=255 23258 2394825 1944 2832 2250 759 1627994 3033 34 168 251 40 24 964 2366 5171 1859 1500 57 67 727 340 89 101 596 1065 190 78 927 40
leaf_count=255 23258 2394825 1944 2832 2250 759 1627994 3033 34 168 251 40 24 964 2366 5171 1859 1500 57 67 727 340 89 101 596 1065 190 78 927 40
internal_value=0 -42.7804 -3851.81 -2287.55 -13941.2 -824.996 62.9885 -9091.2 -13865 -14903.1 -11635.4 -9134.37 75405.6 83.0493 3766.04 -1688.34 -12990.5 630.554 7539.1 8604.77 11813.3 31038.7 4572.78 7669.26 29808.7 4142.08 12422 57308 -6806.4 93265.3
internal_weight=0 2.42607e+06 31245 27051 4194 24017 1.64773e+06 3603 3034 3000 3348 3097 64 1.64413e+06 16137 9618 4323 2464 5295 5238 6519 1156 429 5363 737 4626 2634 268 1992 141
internal_count=4073804 2426070 31245 27051 4194 24017 1647734 3603 3034 3000 3348 3097 64 1644131 16137 9618 4323 2464 5295 5238 6519 1156 429 5363 737 4626 2634 268 1992 141
is_linear=0
shrinkage=0.1


Tree=2472
num_leaves=31
num_cat=0
split_feature=4 2 0 5 6 6 0 6 4 6 7 1 1 6 1 1 0 6 1 0 0 1 0 1 0 1 1 0 0 6
split_gain=1.13474e+12 5.25334e+12 8.82106e+12 6.1363e+12 6.36317e+12 8.41071e+12 6.07746e+12 1.16549e+13 1.07088e+13 5.27416e+12 5.14386e+12 4.97101e+12 1.02998e+13 1.7602e+13 1.45226e+13 1.22236e+13 8.83752e+12 8.39537e+12 1.4782e+13 8.42165e+12 3.78899e+13 8.29809e+12 8.25735e+12 8.31227e+12 8.23945e+12 7.94606e+12 1.77248e+13 2.51384e+13 3.52106e+13 1.58235e+13
threshold=2.5000000000000004 2200.0000000000005 58.08467765000001 1.5000000000000002 75.605000000000004 38.205000000000005 56.838524800000009 247.90000000000001 1.5000000000000002 156.15000000000003 6.0000000000000009 52.061190950000004 82.975438000000011 91.02500000000002 82.991167100000027 56.02161850000001 55.02095400000001 138.05000000000004 60.66055595000001 56.791379400000004 56.872182500000008 82.918694400000007 55.783232450000007 55.90712030000001 55.046782850000007 82.648284550000014 82.901648750000021 54.943815050000005 54.810424650000009 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 9 4 5 10 7 8 -6 -1 -3 -5 13 25 16 22 -14 19 -19 21 -21 -17 23 -15 -18 -13 -27 28 -28 -30
right_child=-2 3 -4 11 6 -7 -8 -9 -10 -11 -12 12 14 15 -16 17 24 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1632.6589159341818 -8.8806075133761606 -887.32071614644849 19766.727797956948 -202.21814778114449 104454.25629340278 -6207.9262951948294 -24094.319238281252 -16875.284281042852 23348.654153963416 29350.152711730072 14252.537229832051 1405.7532303822686 -21708.413028700619 41374.344754831422 -28.980720944967629 3639.4927124023438 24796.143485383065 -68787.794580078131 7573.2356581390886 166460.93797607423 17792.039456380207 63999.904374999998 -10532.761353600545 106180.85587500001 -17298.098557207661 17213.48836204677 -33669.616310975609 -2370.1095659967336 40631.179519531252 125014.58570800783
leaf_weight=13562 3961637 19682 278 43185 27 3241 24 33 41 69 227 16546 511 95 10976 256 93 32 122 20 120 25 23 25 93 1081 41 1649 50 40
leaf_count=13562 3961637 19682 278 43185 27 3241 24 33 41 69 227 16546 511 95 10976 256 93 32 122 20 120 25 23 25 93 1081 41 1649 50 40
internal_value=0 313.655 2132.61 56.1717 -1362.25 -1483.75 21139.3 31887.9 55552.3 1772.96 -714.698 496.455 1445.33 2816.01 -917.825 18191.5 -14914.9 11684.7 -8293.99 18992.8 39030.5 9009.64 44355.5 54875.7 3749.02 2247.17 7113.3 979.426 43142.7 78134.9
internal_weight=0 112167 13909 98258 23275 23150 125 101 68 13631 19909 74983 31798 20125 11673 718 697 575 154 421 140 281 143 120 186 19407 2861 1780 131 90
internal_count=4073804 112167 13909 98258 23275 23150 125 101 68 13631 19909 74983 31798 20125 11673 718 697 575 154 421 140 281 143 120 186 19407 2861 1780 131 90
is_linear=0
shrinkage=0.1


Tree=2473
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 7 4 5 3 0 0 4 6 6 6 4 5 6 3 0 6 1 4 4 0 1 2 1 3 1
split_gain=1.15403e+12 8.36409e+12 6.51666e+13 5.82965e+13 5.99748e+13 7.3119e+13 7.02286e+13 4.01867e+13 3.81416e+13 3.61686e+13 4.72383e+13 3.21704e+13 2.4185e+13 1.78519e+13 6.33564e+13 8.50726e+13 3.11399e+13 2.24707e+13 1.73588e+13 1.73256e+13 1.72616e+13 2.82458e+13 2.85476e+13 7.48669e+13 3.40149e+13 2.0824e+13 4.37617e+13 3.38732e+13 3.17964e+13 5.94178e+13
threshold=87.395000000000024 37.46219940000001 37.488790500000007 55.801384500000005 24.500000000000004 6.0000000000000009 5.5000000000000009 2.5000000000000004 9.5000000000000018 55.161746650000005 55.554045200000012 33.500000000000007 118.04500000000002 94.02500000000002 92.02500000000002 21.500000000000004 3.5000000000000004 103.03500000000001 15.500000000000002 55.988910100000005 92.02500000000002 37.442254400000003 9.5000000000000018 15.500000000000002 55.595177750000005 30.323041000000003 2632.5000000000005 30.330566300000005 1.5000000000000002 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 -3 -8 -9 12 20 18 14 -12 -16 -15 -18 -11 -10 21 25 -23 -24 -25 -2 -27 -28 29 -29
right_child=1 2 -4 4 5 -7 8 9 19 10 13 -13 -14 16 15 -17 17 -19 -20 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=13.343239179999632 -1547.4006331219516 95137.133705357148 -342.75017969485725 -162857.30181884766 -217893.53739098838 -55478.470246769837 28938.308577602118 54718.698161027249 -30655.666912286935 -49780.431164969115 10596.68960030692 -89893.385456730786 55951.040687500004 33007.581006766959 -31943.910642885359 -234594.05844907407 -54785.661315524194 17744.305078125002 23187.618794642858 -142907.19258789063 -82.79253972824074 -1864.8568820224718 184271.11175781253 -77456.37823016828 63086.385503791367 -3251.3323387654623 50419.16124814409 -77098.338614130436 12865.617272536296 6848.5219564317149
leaf_weight=3832905 5039 35 186039 32 43 78 127 74 44 476 245 39 25 269 89 27 93 79 35 20 39693 89 40 26 51 2880 221 115 4560 316
leaf_count=3832905 5039 35 186039 32 43 78 127 74 44 476 245 39 25 269 89 27 93 79 35 20 39693 89 40 26 51 2880 221 115 4560 316
internal_value=0 -212.302 -525.508 -19509.4 -56511.6 -113196 -25754.5 -10712.7 -2784.44 -13336.4 -17100.3 896.244 -40084.2 -1739.51 -18229.5 -79112.5 11759.1 -21472.5 -44782.6 -65734.3 963.014 4075.5 40817.5 73285.3 15630.4 3499.08 6641.6 12108.1 10411.7 -15550.3
internal_weight=0 240899 187830 1791 344 121 223 1447 191 1412 1338 53069 536 802 361 116 441 172 511 64 53030 13337 206 117 77 13131 8092 5212 4991 431
internal_count=4073804 240899 187830 1791 344 121 223 1447 191 1412 1338 53069 536 802 361 116 441 172 511 64 53030 13337 206 117 77 13131 8092 5212 4991 431
is_linear=0
shrinkage=0.1


Tree=2474
num_leaves=31
num_cat=0
split_feature=6 5 3 1 4 1 2 2 4 5 0 4 3 0 3 4 0 1 0 5 3 0 0 2 3 1 1 0 3 3
split_gain=1.09426e+12 2.57167e+12 1.52126e+13 1.96729e+13 2.51342e+13 1.93881e+13 1.59502e+13 2.29724e+13 2.25555e+13 2.02474e+13 1.45148e+13 5.48573e+13 3.30447e+13 1.46749e+13 4.86606e+13 2.245e+13 2.07193e+13 1.56267e+13 1.53762e+13 1.42617e+13 1.90334e+13 1.35633e+13 1.28967e+13 1.48632e+13 1.28458e+13 2.67934e+13 3.47895e+13 1.20905e+13 1.01372e+13 1.06504e+13
threshold=247.90000000000001 3.5000000000000004 6.5000000000000009 86.020047450000007 8.5000000000000018 91.443676550000006 9651.0000000000018 3999.0000000000005 16.500000000000004 4.5000000000000009 55.910578700000009 4.5000000000000009 2.5000000000000004 55.046782850000007 2.5000000000000004 6.5000000000000009 54.762682300000009 49.300375350000003 55.123213100000008 6.5000000000000009 3.5000000000000004 45.059854000000009 45.063245050000006 3062.5000000000005 1.5000000000000002 39.023883200000007 45.71452080000001 57.57007620000001 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 -2 5 4 -4 10 7 9 -9 21 13 12 27 15 -15 16 19 -17 -16 20 24 -6 28 -24 -3 -26 -27 -12 29 -11
right_child=1 2 3 -5 6 -7 -8 8 -10 22 11 -13 -14 14 18 17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.4515421628416105 4243.7510842310021 -11145.46328125 124376.23084239132 -78501.501875000002 119573.98057291667 85308.149928977276 85729.16400862069 -94698.884881756763 35057.649404761905 -2712.6484933035717 -84705.367271071227 -99712.414583333346 85371.016766826928 149380.82632211538 54657.838812500006 67493.513324652784 -85734.112500000003 -1156.3574479166668 -41392.832984375003 44878.080178931457 22983.274877450982 25253.491078629035 95899.715750000003 -14274.180208333335 -171667.59423363095 28003.048083496094 -135352.77070312502 14828.376732336958 32529.484782608699 -89933.158733258941
leaf_weight=4070611 1866 52 23 20 30 22 29 37 21 28 26 75 39 26 25 36 57 420 50 31 51 31 25 24 21 32 22 23 23 28
leaf_count=4070611 1866 52 23 20 30 22 29 37 21 28 26 75 39 26 25 36 57 420 50 31 51 31 25 24 21 32 22 23 23 28
internal_value=0 1850.5 -1514.83 17517.9 23940.6 -7538.09 15571 7333.76 -47718.1 24228 -9609.71 -36872.7 16683.9 -4210.11 31492.1 -9204.47 -32292.2 4263.37 -9375.94 -17717.1 -28618.5 71640.6 1632.88 41937 -49340.5 -75822.4 -38549.3 -37985.4 -23365.9 -46322.9
internal_weight=0 3193 1327 319 299 1008 276 247 58 189 986 163 88 823 101 722 266 456 75 209 178 61 128 49 127 75 54 49 79 56
internal_count=4073804 3193 1327 319 299 1008 276 247 58 189 986 163 88 823 101 722 266 456 75 209 178 61 128 49 127 75 54 49 79 56
is_linear=0
shrinkage=0.1


Tree=2475
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 1 1 1 5 6 6 1 5 3 6 6 3 3 4 4 6 6 6 6 1 6 6 4 3 3
split_gain=1.06044e+12 1.39046e+13 7.75466e+13 6.11777e+13 6.81435e+13 8.93979e+13 8.47284e+13 6.74519e+13 6.32817e+13 5.47214e+13 4.05254e+13 3.6559e+13 7.39558e+13 3.61079e+13 7.75148e+13 4.27997e+13 3.32491e+13 3.29859e+13 3.06107e+13 2.8144e+13 2.71129e+13 4.79542e+13 7.87327e+13 3.49209e+13 2.99887e+13 5.27795e+13 2.65666e+13 2.59429e+13 3.53765e+13 5.59649e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 8.5000000000000018 17.500000000000004 82.981285100000022 82.886781200000016 82.895858600000011 1.5000000000000002 92.02500000000002 86.920000000000016 82.973036600000015 2.5000000000000004 3.5000000000000004 106.49500000000002 110.01500000000001 3.5000000000000004 14.500000000000002 10.500000000000002 16.500000000000004 101.02000000000002 149.05000000000004 128.05000000000004 100.05000000000001 82.886781200000016 87.395000000000024 74.015000000000015 5.5000000000000009 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 20 5 7 -6 10 -9 11 18 12 16 14 -11 -15 -10 26 -5 -18 23 22 27 24 -3 -26 -7 28 29 -22
right_child=1 2 -4 4 6 17 -8 8 9 13 -12 -13 -14 15 -16 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-27.197513389403941 -386.29682268968537 -8210.8372121918146 190.31568163054914 905.88354740069735 170710.35053374193 7308.0970318060026 -1059.7447185380072 20151.35923941289 104676.20348409018 -24646.030408653849 65437.060520346335 38218.347760956611 122078.19084845798 25641.697816467287 237214.18562500004 -70733.228587510865 27159.174698656199 -64659.401983173077 41874.933293972375 108027.00999218749 170096.95790085566 -25627.695192307696 211333.43541666667 -28022.07907679116 4051.4662975425399 81129.612586805553 -32786.688441483348 -44642.730184659093 169848.11413352273 -17331.706510416665
leaf_weight=3172333 359688 2259 523212 1305 29 1269 2939 1165 96 26 127 419 229 128 20 72 309 78 212 50 21 91 30 410 6886 90 190 33 22 66
leaf_count=3172333 359688 2259 523212 1305 29 1269 2939 1165 96 26 127 419 229 128 20 72 309 78 212 50 21 91 30 410 6886 90 190 33 22 66
internal_value=0 95.7098 415.712 6765.95 12904.1 19306.8 618.602 26924.3 37223.9 51967.9 11174.1 61479.5 75728.6 9320.45 89206.2 -9053.28 52401 -1300.54 6631.29 38422.1 1399.09 33077.9 64137.2 535.275 1803.12 5045.88 2086.71 33039.4 56557.8 27909.7
internal_weight=0 901471 541783 18571 8663 5695 2968 4158 2514 1349 1644 1103 684 246 46 200 455 1537 1517 359 9908 263 172 9645 9235 6976 1459 142 109 87
internal_count=4073804 901471 541783 18571 8663 5695 2968 4158 2514 1349 1644 1103 684 246 46 200 455 1537 1517 359 9908 263 172 9645 9235 6976 1459 142 109 87
is_linear=0
shrinkage=0.1


Tree=2476
num_leaves=31
num_cat=0
split_feature=4 6 5 2 2 6 1 1 0 1 3 0 0 0 1 1 1 1 6 1 1 0 3 1 6 3 0 0 6 6
split_gain=1.1253e+12 7.75364e+12 1.60286e+13 4.27823e+13 5.45773e+13 3.67459e+13 4.38801e+13 4.58123e+13 9.01725e+13 8.74302e+13 4.36856e+13 7.22696e+13 4.30028e+13 5.69457e+13 3.825e+13 3.52616e+13 3.43347e+13 3.03492e+13 3.4476e+13 3.78244e+13 3.23634e+13 6.74172e+13 9.57243e+13 1.11275e+14 8.85213e+13 4.81866e+13 4.05497e+13 3.36733e+13 3.29354e+13 3.97712e+13
threshold=5.5000000000000009 47.005000000000003 2.5000000000000004 36.000000000000007 2632.5000000000005 78.010000000000005 30.260128500000004 30.345769800000003 59.963561900000009 30.277905650000005 4.5000000000000009 54.94110555000001 60.064438250000002 60.042359000000012 30.084656550000002 36.049731800000011 37.843405600000004 37.682335600000009 48.410000000000004 37.71815560000001 37.631035900000008 55.710673100000008 3.5000000000000004 37.649344350000007 56.010000000000012 3.5000000000000004 55.858844800000007 55.82518790000001 67.00500000000001 50.995000000000012
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 16 15 -6 10 8 9 -8 12 -12 13 -7 -13 -5 17 20 -19 -20 -3 25 26 -24 -25 -22 28 -26 29 -23
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 11 14 -14 -15 -16 -17 -18 18 19 -21 21 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=-136.80789922639187 -32.863795224843066 -9414.5706332678237 -94.403833754876416 -21827.211177968435 844.64241247351856 9350.18250164856 -208390.91250000001 -7034.2192098722535 32633.178197337962 -46901.581399356626 243181.44940476189 -37204.13619087838 138562.84697265626 -110537.96197916668 116182.61363146553 5422.7727255038981 109728.14858398438 56508.921476403069 -73329.052283838202 -20350.830871550654 -145134.64072522614 -4373.8801355698533 117896.63972925647 -292839.44366210938 25655.903502155172 43615.639732142859 -51139.481874999998 -143009.86281250001 -39659.483750000007 113766.47457497337
leaf_weight=665601 2928705 2326 281431 482 155086 699 37 5287 135 357 21 37 24 42 29 32079 24 49 163 778 38 34 29 20 29 21 25 20 20 176
leaf_count=665601 2928705 2326 281431 482 155086 699 37 5287 135 357 21 37 24 42 29 32079 24 49 163 778 38 34 29 20 29 21 25 20 20 176
internal_value=0 84.0524 390.633 1079.82 1284.04 532.115 -6736.73 -9841.6 -37899.5 -62066.8 14458 81604.1 6821.82 2554.9 30193.1 5019.39 -9496.83 -10264.4 -25269.3 -29527.7 -4838.91 20993.6 37531.3 -46469 -115550 -77952.3 69813.8 -43187.3 82960.9 94639
internal_weight=0 1.1451e+06 479498 198067 194315 161754 6668 5816 529 394 852 87 765 741 66 32561 3752 3728 990 941 2738 412 353 98 69 59 255 49 230 210
internal_count=4073804 1145099 479498 198067 194315 161754 6668 5816 529 394 852 87 765 741 66 32561 3752 3728 990 941 2738 412 353 98 69 59 255 49 230 210
is_linear=0
shrinkage=0.1


Tree=2477
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 0 6 4 6 4 6 0 0 6 6 6 6 6 0 3 1 0 6 4 4 7 0 4 6 6
split_gain=1.14445e+12 1.06407e+13 4.01439e+13 3.44999e+13 5.27733e+13 5.32797e+13 4.64742e+13 3.84061e+13 1.0157e+14 5.79073e+13 3.92095e+13 8.48024e+13 3.14444e+13 3.06267e+13 3.22249e+13 2.94261e+13 1.10532e+14 6.25515e+13 2.85202e+13 2.6712e+13 2.59434e+13 8.30743e+13 5.49369e+13 3.97432e+13 6.29469e+13 5.26391e+13 3.03804e+13 9.94526e+13 4.12355e+13 6.80902e+13
threshold=47.295021550000008 39.735861600000007 39.723160900000003 3.5000000000000004 4.5000000000000009 43.6005307 71.715000000000018 6.5000000000000009 79.710000000000022 5.5000000000000009 99.050000000000011 43.6005307 44.249882500000005 73.995000000000019 102.04000000000001 71.715000000000018 62.995000000000012 55.805000000000007 43.687280500000007 3.5000000000000004 39.718675700000013 47.222459950000008 69.605000000000004 20.500000000000004 17.500000000000004 6.0000000000000009 43.6005307 12.500000000000002 48.945000000000007 38.605000000000011
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 20 6 5 15 -4 8 9 -6 18 -12 -8 -7 -15 16 17 19 -10 -5 26 23 -23 24 -22 -26 27 28 29 -1
right_child=-2 -3 3 4 7 13 12 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=41937.154126603178 -25.025973855023011 -544.76587568765342 -17465.365772115354 70707.083636685085 6676.4985296329514 5987.356932230683 95461.447223557698 10599.661433774085 -155686.99585471081 -34035.123517347987 131955.98613281251 -96724.540578125001 -7274.8729261363642 172523.85807291669 11834.002463942308 1203.2874289772728 314127.39968750003 -87807.695023777182 -39683.461088709679 188676.01691576088 -6862.624242990255 4829.7424311109453 40600.363837191784 4733.6125328558655 -70026.198692077174 -20464.537713545913 303.69977593202225 -35601.341724200582 38414.836278831841 230026.17565789475
leaf_weight=39 3331159 185069 1006 116 2714 403 65 6411 67 401 24 50 55 24 26 44 20 23 31 23 8451 2126 538 2190 262 1177 531018 129 105 38
leaf_count=39 3331159 185069 1006 116 2714 403 65 6411 67 401 24 50 55 24 26 44 20 23 31 23 8451 2126 538 2190 262 1177 531018 129 105 38
internal_value=0 112.255 330.331 6176.58 7980.58 34931.7 -10448.7 6093.61 -2695.03 1435.61 -77502.9 -22557.9 48374 15146.1 88965.1 74590.6 92332.6 64950.6 -118992 90227.1 207.18 -3930.55 12053.7 -7455.55 -10154.7 -29488.3 321.999 31567.6 79176.4 134760
internal_weight=0 742645 557576 11503 10377 679 1126 9698 3287 3115 172 74 120 453 50 226 182 162 98 139 546073 14744 2664 12080 9890 1439 531329 311 182 77
internal_count=4073804 742645 557576 11503 10377 679 1126 9698 3287 3115 172 74 120 453 50 226 182 162 98 139 546073 14744 2664 12080 9890 1439 531329 311 182 77
is_linear=0
shrinkage=0.1


Tree=2478
num_leaves=31
num_cat=0
split_feature=6 4 6 0 1 0 0 3 6 6 1 5 1 6 4 1 3 6 4 7 7 1 1 4 6 6 1 1 1 5
split_gain=1.14093e+12 5.54445e+12 1.97493e+13 1.55178e+13 2.58453e+13 5.19274e+13 1.79049e+13 4.67968e+13 3.74323e+13 5.71583e+13 3.79757e+13 4.68076e+13 3.60029e+13 3.28119e+13 5.39207e+13 6.58536e+13 7.13856e+13 5.72005e+13 4.53709e+13 2.50688e+13 2.42234e+13 3.70512e+13 5.531e+13 3.81268e+13 5.88605e+13 4.895e+13 5.51624e+13 3.17187e+13 5.2009e+13 4.57897e+13
threshold=42.005000000000003 5.5000000000000009 44.010000000000012 43.6005307 43.80299105000001 43.472751400000007 43.472751400000007 3.5000000000000004 83.010000000000005 103.03500000000001 39.908802000000009 3.5000000000000004 39.939672500000007 71.030000000000015 4.5000000000000009 39.939672500000007 2.5000000000000004 73.00500000000001 2.5000000000000004 6.0000000000000009 6.0000000000000009 39.723160900000003 39.939672500000007 3.5000000000000004 52.990000000000002 51.015000000000008 39.749243900000003 43.56803845000001 39.939672500000007 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 -6 7 8 13 -10 -11 12 -12 -2 17 -16 -17 -15 -19 -9 27 -22 23 24 -23 -25 -27 28 29 -8
right_child=1 2 -4 -5 5 -7 20 19 9 10 11 -13 -14 14 15 16 -18 18 -20 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=73.246797376865075 -8111.4497337948142 -1316.4314265694527 -40.609404423329607 113.48862687092173 789.85929996066511 -32447.479245779858 14451.247981843189 17316.771561641901 -88678.422837201288 103985.22101293104 -50207.940602678573 -109777.10083841463 89499.132491987184 199882.76701660157 -94534.198531788803 -78344.070758928574 163748.66271551725 -72828.605815972231 76186.019875372032 100904.66295230263 -70465.773398891717 100421.2776171875 -15061.891169023093 -25665.630699573867 -90464.656160714294 283745.3224951172 77614.358139780408 15972.061314693141 -54634.755692435603 -7552.7286729085026
leaf_weight=1397217 1647 129937 1831867 690854 11545 490 2390 643 136 29 35 41 39 28 58 21 29 27 84 38 86 30 565 22 35 20 37 4141 148 1565
leaf_count=1397217 1647 129937 1831867 690854 11545 490 2390 643 136 29 35 41 39 28 58 21 29 27 84 38 86 30 565 22 35 20 37 4141 148 1565
internal_value=0 -38.2359 -125.111 200.204 2703.77 -563.385 6009.65 -894.007 -8059.55 -42187 1721.52 -24066.7 23421.5 -3014.3 30973.6 -22032.4 62069.7 72158.1 39939.2 21981 8190.19 -8480.07 -961.353 54363.7 -2363.46 101038 149941 9797.77 3566.3 5744.24
internal_weight=0 2.67659e+06 1.9618e+06 714783 23929 12035 11894 2855 2174 280 144 115 74 1894 247 108 50 139 111 681 9039 795 709 144 65 79 57 8244 4103 3955
internal_count=4073804 2676587 1961804 714783 23929 12035 11894 2855 2174 280 144 115 74 1894 247 108 50 139 111 681 9039 795 709 144 65 79 57 8244 4103 3955
is_linear=0
shrinkage=0.1


Tree=2479
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 4 0 0 6 4 6 1 7 0 4 0 6 0 0 0 4 2 6 6 6 0 1 4 6
split_gain=1.17755e+12 1.60515e+13 6.05065e+13 7.97451e+13 5.76932e+13 1.63356e+14 8.89904e+13 1.07317e+14 7.65483e+13 7.13251e+13 6.90865e+13 6.81824e+13 5.37967e+13 4.49339e+13 4.0574e+13 3.63416e+13 4.14285e+13 3.62583e+13 3.62442e+13 5.89291e+13 3.7309e+13 6.15014e+13 4.21338e+13 3.67988e+13 5.75255e+13 9.17959e+13 3.52663e+13 3.08545e+13 4.9824e+13 6.19632e+13
threshold=37.873748150000004 37.843405600000004 55.649510000000014 55.554045200000012 55.801384500000005 6.0000000000000009 16.500000000000004 55.685785750000008 55.910578700000009 59.025000000000013 4.5000000000000009 40.205000000000005 37.858952300000006 6.0000000000000009 56.006509350000009 6.5000000000000009 55.721784200000009 34.010000000000012 55.783232450000007 55.759969450000007 55.660117850000006 25.500000000000004 75.000000000000014 79.015000000000015 65.805000000000021 59.815000000000005 50.596941950000009 37.804148700000006 15.500000000000002 81.02500000000002
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 27 3 26 5 12 7 -7 -6 -10 14 17 15 -12 -11 16 -4 -8 19 20 21 23 -22 24 25 -13 -3 -1 29 -29
right_child=-2 2 4 -5 8 6 11 -9 9 10 13 18 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=92.725327677444426 -31.765869279700794 -52912.587348536006 126768.33453414352 -23378.48136925295 -21779.689064764301 54895.643074503379 -5267.4291222028533 2599.766980744741 -3590.6867573786435 -21202.77853532038 14068.206444721673 -28830.832418612543 28809.611189324067 53984.389936981199 -141100.74590371622 7586.7643720404421 23557.865192221227 18537.295693432901 26386.553434806032 -52486.212332756368 -27619.43850128596 69778.749632352949 148.64915470435014 29533.891186053937 -70352.72840475454 92507.983774486944 10578.921311217229 -2415.7884716635144 -13603.323315494483 35456.580135236465
leaf_weight=1005148 3019657 93 54 1979 1616 597 1061 1145 7290 119 2376 898 3381 320 37 2830 139 1612 261 334 651 68 3402 104 303 67 1475 12100 4239 448
leaf_count=1005148 3019657 93 54 1979 1616 597 1061 1145 7290 119 2376 898 3381 320 37 2830 139 1612 261 334 651 68 3402 104 303 67 1475 12100 4239 448
internal_value=0 90.9949 2288.91 -10031.9 3813.48 7554.75 -120.698 20522.1 -1566.16 1654.61 15062.1 -4225.22 20143 18806 -49640.1 10450.1 52435.4 9088.43 -10070.7 -11703.7 -9223.92 -23050.3 -4311.51 -27651.2 -32341.4 -20406.3 6813.16 21.7154 -4230.12 -1063.64
internal_weight=0 1.05415e+06 32212 3547 28665 16907 10503 1742 11758 10142 2852 8761 6404 2696 156 3023 193 2673 6088 5827 5493 1440 4053 1372 1268 965 1568 1.02194e+06 16787 12548
internal_count=4073804 1054147 32212 3547 28665 16907 10503 1742 11758 10142 2852 8761 6404 2696 156 3023 193 2673 6088 5827 5493 1440 4053 1372 1268 965 1568 1021935 16787 12548
is_linear=0
shrinkage=0.1


Tree=2480
num_leaves=31
num_cat=0
split_feature=6 5 7 4 6 1 2 0 0 0 6 3 6 6 1 6 4 0 3 0 4 6 4 4 6 4 6 4 0 4
split_gain=1.20447e+12 1.28214e+13 3.32823e+13 3.59625e+13 3.48274e+13 3.85209e+13 5.45261e+13 3.39241e+13 5.14433e+13 4.33247e+13 5.92756e+13 7.67904e+13 4.82491e+13 1.27229e+14 1.16266e+14 6.46076e+13 6.85625e+13 4.92692e+13 4.86061e+13 7.60355e+13 5.7745e+13 3.92916e+13 3.72538e+13 3.64013e+13 3.33068e+13 3.31864e+13 3.47937e+13 3.28861e+13 5.09584e+13 6.38762e+13
threshold=49.010000000000012 1.5000000000000002 6.0000000000000009 16.500000000000004 51.405000000000008 65.593879100000024 2506.0000000000005 59.939085000000013 59.933037250000005 60.028671700000011 50.995000000000012 1.5000000000000002 55.405000000000008 54.710000000000008 30.242318500000007 57.005000000000003 4.5000000000000009 59.982409200000006 7.5000000000000009 59.963561900000009 9.5000000000000018 96.050000000000011 13.500000000000002 10.500000000000002 81.02500000000002 8.5000000000000018 54.010000000000012 9.5000000000000018 59.963561900000009 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 7 5 6 -4 8 -2 10 11 -9 13 -12 -15 17 -17 -14 21 20 -20 24 -13 -21 27 26 -10 -18 29 -29
right_child=1 -3 4 -5 -6 -7 -8 9 25 -11 12 22 15 14 -16 16 18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=53.503825302678891 -1494.5982917439371 1.7989356581306006 -18634.334574705961 -6235.0519365077535 3223.406854610867 -17149.044561113387 3639.0382887876158 225303.22028620794 -59623.559253669511 -13615.41985272517 11874.280947289102 20680.756940569197 122233.5771216299 -210235.54196428575 -15660.088946174174 157021.7003540039 -16651.964909139086 5492.9353567940852 -460.24338378906253 72974.553551136371 160315.08550728462 75886.739658203136 117539.78243689906 -38010.256356336809 -61422.071354166663 -23634.314362281977 -224280.64642857143 11645.668363128312 -21444.218089578921 145113.25647613025
leaf_weight=2069790 41554 1906973 1367 18563 25302 1796 5608 26 33 610 416 168 102 56 68 32 457 56 32 44 74 60 52 90 102 86 21 87 118 61
leaf_count=2069790 41554 1906973 1367 18563 25302 1796 5608 26 33 610 416 168 102 56 68 32 457 56 32 44 74 60 52 90 102 86 21 87 118 61
internal_value=0 -55.2599 -1176.54 -2538.84 1341.05 -4089.05 -726.223 -993.683 -1698.48 9845.84 16657.5 62781.8 10540.8 -14626.6 -103533 20875.7 12684.6 80857.1 8579.04 48493.9 111779 -2245.35 43574.7 -1567.48 -7927.68 -62214.4 -123657 -380.752 27573.9 66656
internal_weight=0 2.00401e+06 97041 62968 34073 8771 6975 44405 41694 2711 2101 246 1855 540 124 1315 1157 158 1125 240 106 885 220 134 825 140 54 723 266 148
internal_count=4073804 2004014 97041 62968 34073 8771 6975 44405 41694 2711 2101 246 1855 540 124 1315 1157 158 1125 240 106 885 220 134 825 140 54 723 266 148
is_linear=0
shrinkage=0.1


Tree=2481
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 6 1 6 3 0 7 4 5 4 3 6 0 1 7 6 4 0 0 4 5 6 6 6 3
split_gain=1.03953e+12 3.58023e+12 1.6907e+13 1.73093e+13 1.13434e+13 1.1271e+13 2.1678e+13 1.46156e+13 2.3169e+13 1.80392e+13 2.52271e+13 2.30929e+13 2.84798e+13 3.98095e+13 2.40377e+13 1.8952e+13 1.38871e+13 1.79559e+13 1.37559e+13 1.26713e+13 1.74538e+13 4.44814e+13 3.74954e+13 2.87464e+13 1.45317e+13 1.24004e+13 1.66301e+13 1.25734e+13 1.21033e+13 1.05981e+13
threshold=83.658467900000019 83.971434050000013 53.506098950000009 16.500000000000004 53.244414800000008 53.379556850000007 76.00500000000001 83.754481100000007 52.990000000000002 8.5000000000000018 53.310923100000004 6.0000000000000009 14.500000000000002 2.5000000000000004 12.500000000000002 9.5000000000000018 156.15000000000003 53.356310450000002 83.754481100000007 6.0000000000000009 101.02000000000002 9.5000000000000018 53.310923100000004 53.356310450000002 5.5000000000000009 3.5000000000000004 76.605000000000004 95.045000000000016 118.04500000000002 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 7 18 16 -9 -10 -11 29 13 -13 -15 -14 19 -18 -7 20 25 28 -23 -24 -21 27 -27 -6 -22 -12
right_child=1 -3 -4 -5 5 6 -8 8 9 10 11 12 15 14 -16 -17 17 -19 -20 24 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-12.117354400604903 -23190.452081943091 22.594445372129158 -20006.561103185359 -6300.8816093150972 2116.8095731543926 5680.1404562915423 -31724.972955094338 1319.5286290812683 8436.3934048155279 -71133.922445913471 3323.9116565975901 28184.897891512788 114308.48717215401 75170.82742660986 193328.67552083335 13949.962299561897 35190.891845703125 -77938.956719581125 -5392.8242220690181 47165.276203125002 -75627.471521577376 177048.93486793156 14051.723583296654 105771.27839192709 -7417.5406857992275 6255.7261099080097 -20762.495075791703 26607.016324255605 8368.3381246632543 44360.664851074223
leaf_weight=3852148 180 181864 377 2804 18804 1868 241 4883 3553 26 295 66 21 33 36 181 20 47 2809 50 42 21 142 45 1992 393 542 212 29 80
leaf_count=3852148 180 181864 377 2804 18804 1868 241 4883 3553 26 295 66 21 33 36 181 20 47 2809 50 42 21 142 45 1992 393 542 212 29 80
internal_value=0 210.587 1069.78 1271.37 1851.33 1975.05 -2477.36 2669.91 6030.5 11391.4 25617.9 29151 48148.6 83708.7 136818 24383.3 1289.81 -44168.9 -970.267 1426.56 2184.37 27023 50351.3 36123.3 -6081.04 1837.02 -9406.17 2389.84 -41319.3 12078.4
internal_weight=0 221656 39792 39415 36611 36431 4918 31513 9174 4291 738 712 337 135 69 202 22339 67 4677 22272 20230 279 208 187 2042 19951 935 19016 71 375
internal_count=4073804 221656 39792 39415 36611 36431 4918 31513 9174 4291 738 712 337 135 69 202 22339 67 4677 22272 20230 279 208 187 2042 19951 935 19016 71 375
is_linear=0
shrinkage=0.1


Tree=2482
num_leaves=31
num_cat=0
split_feature=6 0 0 3 0 1 1 3 5 1 1 3 0 3 3 5 0 1 1 3 0 5 1 1 5 4 6 6 6 6
split_gain=1.04604e+12 9.13327e+12 2.74555e+13 8.14511e+13 1.48712e+14 5.27882e+13 1.50771e+14 1.11606e+14 7.62345e+13 5.15405e+13 4.21818e+13 8.79828e+13 4.25036e+13 3.71174e+13 3.69004e+13 3.67236e+13 2.69306e+13 6.25933e+13 6.81914e+13 6.13426e+13 4.61626e+13 3.8518e+13 5.0011e+13 3.72285e+13 3.90317e+13 3.3891e+13 3.27e+13 2.72813e+13 3.73542e+13 2.85824e+13
threshold=102.04000000000001 55.034466500000008 55.043091000000011 12.500000000000002 55.039488700000007 82.92647190000001 82.911604200000014 2.5000000000000004 4.5000000000000009 82.901648750000021 82.93515810000001 3.5000000000000004 55.039488700000007 4.5000000000000009 6.5000000000000009 3.5000000000000004 54.992080650000005 82.906746050000024 82.648284550000014 3.5000000000000004 54.980317700000008 2.5000000000000004 82.92647190000001 82.911604200000014 4.5000000000000009 16.500000000000004 104.01000000000001 116.05000000000001 125.02000000000002 105.00500000000001
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 5 -5 6 8 -8 9 13 12 -12 -7 -3 -14 -6 20 18 -18 -20 -2 22 -19 25 -25 27 -23 29 -29 -22
right_child=1 2 -4 4 15 10 7 -9 -10 -11 11 -13 14 -15 -16 -17 17 21 19 -21 23 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8.3341648705021623 -859.47256334270651 -51060.357163492845 196.18295884714888 297647.49362980772 74458.841594261103 -62131.935352415399 1634.4581143465912 166691.61174768521 -150854.79390190972 -106273.34775669643 -78829.604156068322 36387.364754457049 88927.908574695117 50052.903788276009 -42930.198322088072 -25490.64588448661 90241.97091346154 193357.06106178978 -96265.524485187867 -25232.913576009512 16386.27986207727 -24455.138989621482 15416.604883030483 -25914.134223973477 94363.380468750009 158434.50287500001 -1790.7901706838722 -51129.273342895511 45118.269280389912 97094.424955610797
leaf_weight=3966508 41644 48 58088 26 107 229 66 108 36 35 86 289 41 149 44 56 39 22 173 409 73 750 56 172 32 25 4210 64 109 110
leaf_count=3966508 41644 48 58088 26 107 229 66 108 36 35 86 289 41 149 44 56 39 22 173 409 73 750 56 172 32 25 4210 64 109 110
internal_value=0 -308.096 520.251 14781.2 75547.4 4626.63 31600 104084 -15460.3 5549.22 -12677.1 9964.27 -39716.9 25416.2 20671.9 40120.4 -1335.71 -7813.78 -37769.3 -46347.4 -467.603 -4121.36 65604.9 27428.1 -7047.07 45887.3 -5217.86 37983.7 9512.24 64899.4
internal_weight=0 107296 59408 1320 189 1131 442 174 268 232 689 375 314 197 85 163 47888 5659 621 582 42229 5038 78 585 204 381 4960 356 173 183
internal_count=4073804 107296 59408 1320 189 1131 442 174 268 232 689 375 314 197 85 163 47888 5659 621 582 42229 5038 78 585 204 381 4960 356 173 183
is_linear=0
shrinkage=0.1


Tree=2483
num_leaves=31
num_cat=0
split_feature=6 3 1 1 0 0 3 2 3 5 1 5 0 0 4 2 1 1 1 3 0 1 0 1 2 1 0 2 7 4
split_gain=1.06779e+12 3.04973e+12 1.14172e+13 1.50956e+13 1.07657e+13 1.12825e+13 5.9653e+12 6.45196e+12 5.88838e+12 1.99091e+13 8.66512e+12 5.36598e+12 1.20155e+13 3.79964e+13 8.75746e+12 8.42129e+12 1.9667e+13 2.25879e+13 2.27477e+13 2.04538e+13 1.31356e+13 2.27109e+13 3.20762e+13 2.80335e+13 1.55044e+13 1.23535e+13 2.80176e+13 2.13101e+13 1.35427e+13 1.31425e+13
threshold=247.90000000000001 15.500000000000002 38.958307950000012 60.620042600000012 55.554045200000012 45.036141150000006 16.500000000000004 2865.5000000000005 12.500000000000002 3.5000000000000004 37.843405600000004 3.5000000000000004 57.719618750000002 59.950512650000007 1.5000000000000002 3658.0000000000005 52.061190950000004 39.023883200000007 37.46219940000001 7.5000000000000009 45.029425500000009 41.966773150000002 47.22829500000001 44.064675150000006 2970.5000000000005 61.335446300000008 53.715816400000008 6877.0000000000009 6.0000000000000009 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 8 4 6 5 -3 -4 -8 11 10 -10 -2 14 -14 -13 16 17 18 -16 20 -19 22 -22 -23 -25 27 -27 28 -17 -28
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 15 25 -18 19 -20 -21 21 23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-1.4338765562538569 5332.5385458229357 -11207.936576704546 -95089.273562500006 42576.890625 -37783.369238281251 83074.830130208342 -2304.921875 -75259.168821022729 41861.81383789063 98927.49100115741 -44319.65085972377 -63441.12144886364 -127317.25317708333 28180.358025568185 77325.866508152176 -81072.711971830984 -69729.86502403846 -19970.617578125002 -33073.698382260103 129442.31113281251 197387.39271484377 -67730.674862557877 24227.688858695652 121269.92329545454 5047.5169270833339 117259.58615234376 -33594.501795825629 23946.110563151044 -2717.571520996094 4184.0724833637787
leaf_weight=4070611 1772 22 25 20 24 30 27 22 20 27 28 22 30 33 23 71 26 39 99 24 20 27 23 22 24 20 114 48 32 479
leaf_count=4070611 1772 22 25 20 24 30 27 22 20 27 28 22 30 33 23 71 26 39 99 24 20 27 23 22 24 20 114 48 32 479
internal_value=0 1827.98 -11204.5 -34506.7 17616.7 43186 -55340.1 -35059.9 2560.87 30231 -8410.71 1856.91 -3380.16 -45866.1 -975.299 284.323 13713.5 20921.2 -12260.7 43536.9 30235.4 47115 104767 13155.5 60632.1 -5463.51 847.617 -31084.2 -56729.4 -3078.59
internal_weight=0 3193 170 94 76 52 74 49 3023 75 48 2948 1176 63 1113 1091 327 301 122 179 155 116 43 73 46 764 613 151 103 593
internal_count=4073804 3193 170 94 76 52 74 49 3023 75 48 2948 1176 63 1113 1091 327 301 122 179 155 116 43 73 46 764 613 151 103 593
is_linear=0
shrinkage=0.1


Tree=2484
num_leaves=31
num_cat=0
split_feature=0 6 4 3 4 3 4 1 1 0 6 5 3 4 4 3 1 5 3 5 4 3 5 4 0 6 5 1 0 0
split_gain=1.03147e+12 8.87913e+12 2.79511e+13 1.46109e+13 2.77697e+13 1.97893e+13 2.42517e+13 1.41864e+13 3.8627e+13 1.60277e+13 1.34994e+13 3.12254e+13 2.4021e+13 2.25801e+13 1.30137e+13 1.28721e+13 2.21919e+13 1.87313e+13 1.6663e+13 1.26309e+13 1.16331e+13 1.08583e+13 8.81967e+12 1.5483e+13 1.48382e+13 8.4254e+12 2.61464e+13 3.74688e+13 1.98392e+14 1.00083e+14
threshold=59.963561900000009 149.05000000000004 24.500000000000004 8.5000000000000018 4.5000000000000009 11.500000000000002 17.500000000000004 30.410676000000006 30.323041000000003 60.01610465000001 138.05000000000004 4.5000000000000009 2.5000000000000004 4.5000000000000009 6.5000000000000009 5.5000000000000009 30.303340300000002 3.5000000000000004 11.500000000000002 3.5000000000000004 5.5000000000000009 9.5000000000000018 4.5000000000000009 3.5000000000000004 60.753246850000004 65.410000000000011 2.5000000000000004 30.315889700000003 59.990753350000013 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 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 22 -5 -7 8 9 14 25 12 20 -14 -6 16 19 -17 21 -15 -12 -19 -3 24 -24 -2 27 28 -27 -29
right_child=1 2 -4 5 7 6 -8 -9 -10 -11 11 -13 13 15 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=11.647120130025719 117.03968261695596 -3995.8550102621821 -126051.57135416668 79519.204192073172 -113549.20870535714 -67380.482843017584 72992.186367187503 -18565.751572067671 -184327.72642045456 24615.95157596983 32048.615020603087 112994.71385498048 -94969.457196514428 21066.87458496094 -7934.0380859375 -79074.977438766902 61028.192892795138 399.31943044354841 -63395.181606657607 -85129.224404761917 111205.32408854167 92259.288636363635 -59087.237880859378 102044.83329326923 56474.083500000001 40859.960807749689 -27.53292201767151 -27779.898615246319 -9321.4730052710092 -1612.275897873644
leaf_weight=3866640 161577 118 21 41 28 32 20 148 22 29 82 32 26 24 20 37 72 31 23 21 24 22 20 26 25 995 33360 2218 3784 4286
leaf_count=3866640 161577 118 21 41 28 32 20 148 22 29 82 32 26 24 20 37 72 31 23 21 24 22 20 26 25 995 33360 2218 3784 4286
internal_value=0 -217.389 -12906.4 -8414.78 -16090.3 27569.4 -13391 -38166.5 -67468.7 -34080.5 -183.612 18308.8 9938.81 -6636.97 -69542.9 3348.44 26597.6 -20723.7 7684.13 -28491.3 49970.9 38529.9 12760.6 40609.5 5113.5 -218.943 -1434.97 -5596.28 1126.43 -10536
internal_weight=0 207164 550 529 436 93 52 247 99 77 206614 394 362 256 48 230 117 113 76 45 106 53 189 71 45 206220 44643 11283 4779 6504
internal_count=4073804 207164 550 529 436 93 52 247 99 77 206614 394 362 256 48 230 117 113 76 45 106 53 189 71 45 206220 44643 11283 4779 6504
is_linear=0
shrinkage=0.1


Tree=2485
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 7 4 0 0 6 4 6 2 0 0 6 0 0 6 1 6 6 7 0 3 6 1 6 0 6
split_gain=1.0346e+12 1.30476e+13 4.90042e+13 6.44997e+13 4.67658e+13 1.32783e+14 7.20918e+13 8.69287e+13 6.20362e+13 5.77342e+13 5.58874e+13 5.52123e+13 4.59327e+13 4.2638e+13 3.79048e+13 7.45353e+13 6.4047e+13 1.10974e+14 8.30692e+13 5.27796e+13 3.97181e+13 3.79826e+13 3.63919e+13 3.4664e+13 3.33588e+13 4.24303e+13 3.36723e+13 3.15908e+13 3.37051e+13 3.02945e+13
threshold=37.873748150000004 37.843405600000004 55.649510000000014 55.554045200000012 55.801384500000005 6.0000000000000009 16.500000000000004 55.685785750000008 55.910578700000009 59.025000000000013 4.5000000000000009 40.205000000000005 75.000000000000014 55.696737300000009 55.676890650000011 99.050000000000011 55.749683450000006 55.696737300000009 79.710000000000022 37.858952300000006 67.91500000000002 84.810000000000016 6.0000000000000009 55.972700350000004 9.5000000000000018 72.020000000000024 37.858952300000006 39.355000000000011 55.696737300000009 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -6 -10 23 27 13 24 15 -14 17 -16 19 -19 -21 -20 -12 -11 25 26 -4 -8 -29 -5
right_child=-2 2 4 29 8 6 11 -9 9 10 22 -13 14 -15 16 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=22.831824462913218 -29.775441182201043 6128.4003796645575 10906.541604045287 -16570.80710796548 -19601.404537563514 49403.656794531744 4704.7583544417448 2336.729118461109 -3224.2521433257011 -7873.0831266108253 12661.150450631345 -9067.2190490411867 17236.559899888362 -10272.021269588757 26338.281623010917 -59362.547334055664 16233.597261303861 26874.304867876839 282174.29074519232 87391.203925781258 232718.1475074405 130354.44192708333 48583.42535745621 -105078.3194782839 59554.039183376153 -38255.992172590653 98139.362106064626 78738.258592382816 4852.407734455046 -55396.975950320077
leaf_weight=1021935 3019657 1568 177 1752 1616 597 2426 1145 7290 97 2376 6088 1746 934 964 137 1630 170 26 180 21 45 320 59 184 131 59 125 122 227
leaf_count=1021935 3019657 1568 177 1752 1616 597 2426 1145 7290 97 2376 6088 1746 934 964 137 1630 170 26 180 21 45 320 59 184 131 59 125 122 227
internal_value=0 85.2932 2066.9 -9021.1 3438.93 6807.31 -112.698 18467 -1404.52 1494.92 13557.6 -3807.01 18156.6 2742.77 22809.9 11663.5 29723.1 45361.8 86852.1 67887.1 102575 185950 16924.9 -44636.6 24804.2 7381.87 32714.7 8173.6 42244 -21024.3
internal_weight=0 1.05415e+06 32212 3547 28665 16907 10503 1742 11758 10142 2852 8761 6404 1485 4919 1883 3036 1406 442 371 201 71 2696 156 551 367 236 2673 247 1979
internal_count=4073804 1054147 32212 3547 28665 16907 10503 1742 11758 10142 2852 8761 6404 1485 4919 1883 3036 1406 442 371 201 71 2696 156 551 367 236 2673 247 1979
is_linear=0
shrinkage=0.1


Tree=2486
num_leaves=31
num_cat=0
split_feature=2 3 6 6 6 6 4 3 1 4 7 3 1 6 4 3 4 5 4 4 1 6 3 6 3 6 0 4 4 5
split_gain=1.02019e+12 3.24113e+12 7.01274e+12 1.06659e+13 8.31429e+12 6.05398e+12 5.79508e+12 1.89389e+13 5.17343e+12 3.9876e+12 3.24906e+12 4.36542e+12 3.24703e+12 3.17871e+12 7.72971e+12 1.0756e+13 1.02518e+13 3.34477e+13 1.00649e+13 8.72398e+12 6.6016e+12 5.67472e+12 1.00604e+13 5.63678e+12 1.08827e+13 5.51839e+12 5.22589e+12 4.57846e+12 1.21078e+13 5.75597e+12
threshold=11703.500000000002 8.5000000000000018 125.02000000000002 65.00500000000001 168.45000000000002 59.815000000000005 13.500000000000002 3.5000000000000004 41.912736000000002 10.500000000000002 6.0000000000000009 5.5000000000000009 44.628646350000004 122.65000000000002 9.5000000000000018 5.5000000000000009 7.5000000000000009 3.5000000000000004 7.5000000000000009 5.5000000000000009 44.628646350000004 118.04500000000002 3.5000000000000004 247.90000000000001 3.5000000000000004 134.05000000000004 43.051287600000009 3.5000000000000004 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 6 3 5 -4 8 9 -8 -3 13 -11 -12 -7 21 15 16 19 -18 -17 20 23 -2 -23 24 -15 -16 -24 -22 -29 -30
right_child=1 2 4 -5 -6 12 7 -9 -10 10 11 -13 -14 14 25 18 17 -19 -20 -21 27 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-3.0026563926597518 1394.9826706601207 34103.597552849264 68537.848184317132 -20918.872511246362 -14278.76669034091 38954.367446249038 -41822.116601562506 82225.741374206555 -7000.7346890139888 -18733.019216731405 -15870.934765625001 30160.461939761517 -7476.4121386718753 -86713.884438476569 70280.282050781258 2930.8420454545458 -30659.109803602434 118188.17848182093 -82060.880180921056 -54640.74891896802 45698.27120643029 -6352.6894097222221 90769.779585597833 11160.279929687502 2620.4572968749999 3319.9177001953126 28278.017694091799 -71400.629726562503 -15369.516981907896 35430.575665509263
leaf_weight=4059190 12946 34 27 338 22 61 20 32 308 179 45 38 20 30 20 22 36 26 38 43 26 54 23 25 25 32 32 20 38 54
leaf_count=4059190 12946 34 27 338 22 61 20 32 308 179 45 38 20 30 20 22 36 26 38 43 26 54 23 25 25 32 32 20 38 54
internal_value=0 834.019 -5313.83 -7674.89 31354.9 2907.76 1194.77 34515 -2914.34 1068.77 -11150 5203.68 27490 1306.08 -7103.28 -12015.1 -4792.36 31760.7 -50897.2 -13475.5 -5355.72 1586.29 24307.9 -28211.2 -46107.4 29073.9 54410.9 7893.85 -882.171 14447.9
internal_weight=0 14614 810 761 49 423 13804 52 342 13752 262 83 81 13490 435 383 323 62 60 261 218 13055 109 80 55 52 55 138 112 92
internal_count=4073804 14614 810 761 49 423 13804 52 342 13752 262 83 81 13490 435 383 323 62 60 261 218 13055 109 80 55 52 55 138 112 92
is_linear=0
shrinkage=0.1


Tree=2487
num_leaves=31
num_cat=0
split_feature=0 1 1 6 1 1 0 0 0 6 4 1 6 4 1 4 6 6 0 7 6 1 5 3 6 4 6 4 6 4
split_gain=1.02177e+12 7.42043e+12 4.64896e+13 6.50378e+13 4.98159e+13 2.85804e+13 4.67982e+13 3.62607e+13 6.60817e+13 9.83753e+13 9.37403e+13 1.10696e+14 5.06551e+13 4.55649e+13 4.54127e+13 8.21389e+13 1.20973e+14 1.14584e+14 8.88901e+13 7.50142e+13 5.31722e+13 4.92869e+13 4.75574e+13 8.15442e+13 4.5642e+13 9.94317e+13 4.48506e+13 8.11172e+13 4.34042e+13 4.07584e+13
threshold=56.115175650000005 39.777866350000004 38.893394150000006 64.805000000000021 39.735861600000007 39.908802000000009 57.57007620000001 57.670849000000011 57.634352600000007 142.05000000000004 6.5000000000000009 39.873894000000007 90.045000000000016 18.500000000000004 39.873894000000007 8.5000000000000018 88.825000000000003 78.010000000000005 57.60122925000001 6.0000000000000009 86.030000000000015 39.843340650000009 3.5000000000000004 1.5000000000000002 83.010000000000005 4.5000000000000009 53.310000000000009 6.5000000000000009 93.050000000000011 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 -3 8 14 10 12 28 -10 -9 20 16 17 26 -17 24 -8 -22 -18 -24 -19 -26 -16 -28 -12 -27
right_child=1 5 3 -5 -6 -7 7 13 9 -11 11 -13 -14 -15 15 18 22 19 -20 -21 21 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=-30.165909735442717 -59.063300932696542 -14727.345877951631 -10939.919003095039 -24469.133467908716 3239.9766101550558 131.04018818829203 5277.3661970926396 399.71317243559326 2243.1187555800166 206507.94328703705 25272.303851226137 90274.199591363227 83891.640613731986 -26819.871427458784 -510.43497165586888 -1528.3909494564784 -39736.970550748847 59315.291416452899 -32267.063944246442 3797.4831292873478 -16929.403830814932 43948.215179116225 170030.95343750002 -14144.463158574381 337810.77900000004 36392.517166940794 15701.499039263221 100853.59021500517 -77841.377566964293 197083.55393518519
leaf_weight=2989263 450149 1452 4634 1710 5324 582780 12718 10834 2941 27 1456 286 78 652 1927 2570 663 67 1484 82 167 653 30 121 25 38 1483 121 42 27
leaf_count=2989263 450149 1452 4634 1710 5324 582780 12718 10834 2941 27 1456 286 78 652 1927 2570 663 67 1484 82 167 653 30 121 25 38 1483 121 42 27
internal_value=0 83.1447 -220.597 -6452.53 -3358.7 308.402 2896.1 3560.89 5562.54 16161.9 15091.8 33265.4 4352.62 -1145.4 3253.97 -2411.26 6759.12 14307.7 -12780.5 81317.8 6868.7 31550 -28201.7 22446.7 121806 168327 9772.02 22125.1 22381.3 103141
internal_weight=0 1.08454e+06 461817 11668 9958 622724 39944 38492 27006 4830 4803 1784 3019 11486 22176 8638 4584 3770 4054 239 13538 820 814 151 157 90 3531 1604 1498 65
internal_count=4073804 1084541 461817 11668 9958 622724 39944 38492 27006 4830 4803 1784 3019 11486 22176 8638 4584 3770 4054 239 13538 820 814 151 157 90 3531 1604 1498 65
is_linear=0
shrinkage=0.1


Tree=2488
num_leaves=31
num_cat=0
split_feature=6 1 6 1 0 1 6 3 1 0 0 4 6 1 0 1 7 4 2 0 6 4 4 6 4 3 3 0 1 4
split_gain=1.09181e+12 7.37881e+12 3.75166e+13 3.33494e+13 2.17796e+13 2.1565e+13 5.00052e+13 2.2004e+13 2.17e+13 2.85803e+13 2.27568e+13 1.92119e+13 2.53253e+13 1.96835e+13 3.88729e+13 3.0924e+13 2.65918e+13 2.0633e+13 1.97308e+13 2.95363e+13 4.67117e+13 3.22015e+13 5.90566e+13 5.73607e+13 4.25387e+13 2.66123e+13 3.33974e+13 2.50757e+13 4.41315e+13 1.94527e+13
threshold=118.04500000000002 91.443676550000006 122.65000000000002 92.90968070000001 56.020150250000007 82.948524700000021 128.05000000000004 3.5000000000000004 82.961694200000011 55.02095400000001 54.973017600000006 19.500000000000004 149.05000000000004 83.050033500000012 54.916864950000011 83.007653300000015 6.0000000000000009 3.5000000000000004 9651.0000000000018 54.762682300000009 168.45000000000002 7.5000000000000009 5.5000000000000009 189.00000000000003 4.5000000000000009 14.500000000000002 12.500000000000002 53.310923100000004 83.971434050000013 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 -3 -2 7 -7 9 -9 -10 13 -13 14 -8 16 17 -16 25 20 -20 22 23 24 -21 26 27 28 -15 -29
right_child=1 2 -4 -5 -6 6 11 8 10 -11 -12 12 -14 18 15 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=6.0068220180215572 -137.05160725757182 128775.41055372807 23.736185057116348 11806.972643280031 27648.016314338238 -52519.048794699032 -116027.19640625 117176.27295673078 -5091.6580095182862 -37689.566193181818 -54709.418857106859 127986.43894230771 4986.9585771276597 152822.78569711538 46289.400836032779 -75032.52669076492 -81229.624076704553 -5939.2852734124608 -126436.95012359619 10491.734954637097 65503.304836309529 78400.639478264246 -49629.955036407773 6733.1130047401693 155600.06974676726 -103227.84496527778 122139.64408482144 51331.493673780496 -12212.910989734739 -20715.130852291564
leaf_weight=4019687 49452 57 1322 128 34 298 35 26 229 22 155 26 47 26 82 67 44 975 32 31 21 101 103 178 58 27 21 41 43 436
leaf_count=4019687 49452 57 1322 128 34 298 35 26 229 22 155 26 47 26 82 67 44 975 32 31 21 101 103 178 58 27 21 41 43 436
internal_value=0 -446.173 6374.37 44710.2 90991.5 -646.083 -8703.89 -31615.4 -17195.7 46196.1 -25119.7 -1717.52 48795 -3306.24 -12184 -9072.22 -5058.29 -1887.49 6246.44 20390.7 -50385.2 28354.8 14693.7 39507.6 105057 -6230.96 -1612.06 -6371.74 49974.5 -14522.4
internal_weight=0 54117 1541 219 91 52576 3124 730 432 48 384 2394 73 2321 1203 1168 1101 1057 1118 524 53 471 370 267 89 594 567 546 69 477
internal_count=4073804 54117 1541 219 91 52576 3124 730 432 48 384 2394 73 2321 1203 1168 1101 1057 1118 524 53 471 370 267 89 594 567 546 69 477
is_linear=0
shrinkage=0.1


Tree=2489
num_leaves=31
num_cat=0
split_feature=6 4 2 1 0 1 0 1 2 0 0 5 1 1 2 5 0 5 0 2 0 1 0 3 5 0 0 2 2 5
split_gain=1.09688e+12 3.2771e+12 1.06391e+13 9.45174e+12 1.22949e+13 8.08618e+12 1.89499e+13 2.82108e+13 7.07823e+12 9.21896e+12 1.66279e+13 1.14121e+13 1.19212e+13 9.07839e+12 6.14105e+12 1.0966e+13 2.00394e+13 1.83338e+13 2.12899e+13 1.29984e+13 1.78025e+13 7.0997e+12 5.99448e+12 5.7514e+12 5.60605e+12 9.44675e+12 8.85613e+12 4.19948e+13 2.00178e+13 3.25645e+13
threshold=247.90000000000001 8.5000000000000018 75.000000000000014 30.389265100000003 59.939085000000013 30.472130500000002 59.950512650000007 30.226173900000003 9651.0000000000018 55.026775150000006 54.980317700000008 4.5000000000000009 83.117716000000016 107.59716050000002 2764.0000000000005 3.5000000000000004 55.696737300000009 1.5000000000000002 55.866549750000011 1696.0000000000002 55.579943700000008 37.318079750000003 55.858844800000007 2.5000000000000004 3.5000000000000004 55.071632200000003 54.998919050000005 9613.5000000000018 3999.0000000000005 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 7 -4 -7 10 11 12 23 -11 15 16 19 22 -19 20 -5 -16 -18 -10 25 -23 27 28 29 -26
right_child=1 3 5 14 -6 8 -8 -9 9 13 -12 -13 -14 -15 21 -17 17 18 -20 -21 -22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.4532771353254914 68380.636358173084 89163.67886117789 6410.9493195564519 52983.952460937508 -2187.0172564338236 8201.9069371760525 49517.141983695656 -134835.41622596156 -5281.3177083333339 -76251.965668402772 82831.656676136365 -57255.013342927632 -58088.5625 -2425.903071446573 49594.332847377234 -73091.569052419363 -64729.861283365884 111364.89121566281 1545.2259146341464 -115806.93489583333 -61214.843622819768 -20869.818210233312 -209.82476671006944 52640.922045898442 97219.777827380953 7694.3596031159004 -2970.053191160624 152276.73068181818 -59664.938175675685 -6419.0889979931198
leaf_weight=4070611 26 26 31 20 34 1346 23 26 30 36 22 38 21 31 28 31 24 31 41 21 43 294 36 40 42 191 493 22 37 109
leaf_count=4070611 26 26 31 20 34 1346 23 26 30 36 22 38 21 31 28 31 24 31 41 21 43 294 36 40 42 191 493 22 37 109
internal_value=0 1852.72 4912.12 -1501.98 37398.3 3908.36 -27101.1 -58017.2 5494.52 -11221.7 2476.45 -11227.5 7992.72 -42093.6 -3097.34 -17472.7 -9490.32 14807.5 48828.7 -47672.7 -24961.3 -177.355 -26017.8 27817.1 -1350.42 -9620.83 4355.33 21552.5 6255.04 22407.6
internal_weight=0 3193 1670 1523 60 1644 80 57 1564 218 151 129 91 67 1463 247 216 132 72 84 63 1216 60 70 1188 485 703 210 188 151
internal_count=4073804 3193 1670 1523 60 1644 80 57 1564 218 151 129 91 67 1463 247 216 132 72 84 63 1216 60 70 1188 485 703 210 188 151
is_linear=0
shrinkage=0.1


Tree=2490
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 1 6 6 6 4 1 5 0 0 4 4 3 3 6 0 4 0 6 4 7 1 4 4 6 4
split_gain=1.08036e+12 1.23616e+13 2.2706e+13 3.61816e+13 2.95124e+13 3.6326e+13 2.42305e+13 2.26345e+13 3.11834e+13 2.47908e+13 4.38103e+13 6.3156e+13 4.98662e+13 5.27175e+13 1.15256e+14 1.1383e+14 4.50568e+13 4.43334e+13 4.36509e+13 3.98599e+13 3.97794e+13 3.96178e+13 4.30641e+13 3.52412e+13 2.93837e+13 4.83469e+13 2.93296e+13 2.89117e+13 2.30381e+13 2.25578e+13
threshold=82.860505900000007 65.64204770000002 17.500000000000004 14.500000000000002 12.500000000000002 72.839788400000018 54.010000000000012 60.005000000000003 62.375000000000007 8.5000000000000018 82.648284550000014 3.5000000000000004 55.046782850000007 55.071632200000003 5.5000000000000009 7.5000000000000009 2.5000000000000004 5.5000000000000009 134.05000000000004 57.113979900000011 5.5000000000000009 54.980317700000008 76.605000000000004 7.5000000000000009 6.0000000000000009 82.825258850000026 2.5000000000000004 2.5000000000000004 78.605000000000004 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 7 -6 -4 -3 -9 10 19 12 28 14 -14 18 -13 -18 20 27 26 22 -11 -16 -22 -26 -15 -10 -12 -8
right_child=-2 2 6 -5 5 -7 29 8 9 21 11 16 13 15 23 -17 17 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.29002990200896511 96.604695702423655 138.5926675887921 -49.329939019308554 -7899.3099368402754 -11063.40872731422 32451.392130139968 34250.765656816446 -16298.057818245259 66.405795669555673 23973.001625900477 13935.309504675677 39210.979260176151 307654.62982954545 87179.880189732154 103837.96466574368 200327.93931587838 -28930.930513929048 68442.952088120408 -100207.34019396553 10601.720483606961 101110.26962890626 -11224.770185873644 -16260.319895230808 136.49282226562499 48844.140625 -76411.175130208343 -22718.151488390649 -23664.868111850617 -39783.143457031256 2872.9965877561358
leaf_weight=3110892 901471 36890 1412 8387 291 563 531 1972 928 738 381 157 22 28 79 37 562 51 29 1083 78 4664 416 56 214 36 183 1149 101 403
leaf_count=3110892 901471 36890 1412 8387 291 563 531 1972 928 738 381 157 22 28 79 37 562 51 29 1083 78 4664 416 56 214 36 183 1149 101 403
internal_value=0 -27.4518 -1432.08 -1815.11 -808.795 17623.7 8216.25 -1124.54 -4718.89 -2641.56 2394.39 13920.7 27852.6 43776.1 95409.2 30377.2 -8587.62 -20829.7 19306.4 -4951.79 25736.7 -7120.07 9469.48 60821.1 47525.7 30807.4 -8134.53 -13061.8 2678.95 20712
internal_weight=0 3.17233e+06 61441 59095 50708 854 2346 49854 12964 10992 5174 2014 1244 762 157 605 770 613 568 3160 539 5818 1154 135 328 250 211 2077 482 934
internal_count=4073804 3172333 61441 59095 50708 854 2346 49854 12964 10992 5174 2014 1244 762 157 605 770 613 568 3160 539 5818 1154 135 328 250 211 2077 482 934
is_linear=0
shrinkage=0.1


Tree=2491
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 0 1 1 4 1 6 6 4 0 6 0 6 6 0 3 6 6 6 6 1 4 6 6 6
split_gain=1.04451e+12 1.62901e+13 2.21012e+13 7.45697e+13 5.0654e+13 5.7991e+13 8.28849e+13 5.41088e+13 5.65604e+13 1.04452e+14 5.20849e+13 1.35127e+14 8.56332e+13 5.71161e+13 8.23235e+13 7.60458e+13 6.94657e+13 5.92982e+13 4.88782e+13 8.34815e+13 4.76962e+13 7.0722e+13 3.85435e+13 3.7643e+13 3.75478e+13 3.57764e+13 5.23141e+13 5.02824e+13 3.54996e+13 5.449e+13
threshold=65.534455000000023 57.125462300000009 65.559704250000024 120.05000000000001 57.100506200000005 56.986919400000012 56.818587550000011 65.574968200000015 65.593879100000024 15.500000000000002 65.574968200000015 90.045000000000016 168.45000000000002 13.500000000000002 57.113979900000011 68.515000000000015 57.113979900000011 89.00500000000001 114.05000000000001 57.113979900000011 8.5000000000000018 59.815000000000005 73.00500000000001 72.50500000000001 88.825000000000003 82.648284550000014 10.500000000000002 91.02500000000002 101.02000000000002 95.045000000000016
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 18 5 6 25 24 9 20 12 -12 13 16 15 -15 -6 -17 -2 -20 -9 -22 -10 -16 -7 26 -4 -28 29 -25
right_child=1 -3 4 -5 10 7 -8 8 22 -11 11 -13 -14 14 23 17 -18 -19 19 -21 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-29.405281158975686 7302.5461356465084 1682.84158425789 -6409.627810606984 -68915.453586929565 32806.803308980692 -3931.9120228094325 -43262.091269818171 72014.631211391723 12331.972544827942 17588.159548408574 -5971.6679261400786 -45054.263845974456 186894.89306250002 -4413.8851200692525 -1551.1203183302241 -60669.285050816696 -2785.771148359272 670.36703277191555 11904.991939241341 183580.02641715118 61909.651278409096 315469.77045454551 -9453.0134869409485 34385.169607286567 -65503.57476890133 74.076738198788789 24328.7650945635 178400.50706521739 -9967.3026197783802 125548.88542837079
leaf_weight=3046425 4297 60230 11879 126 1060 1509 443 172 4563 817 11136 961 25 2488 335 496 1136 231 83 43 22 22 988 249 106 923484 268 23 98 89
leaf_count=3046425 4297 60230 11879 126 1060 1509 443 172 4563 817 11136 961 25 2488 335 496 1136 231 83 43 22 22 988 249 106 923484 268 23 98 89
internal_value=0 87.1937 -12.1766 6941.69 -45.0388 55.9569 -17.384 8429.44 12452.9 33938.4 -5255.37 -9076.44 2191.63 1444.69 -5689.79 -12727.5 14394.6 -41179 9102.67 70492.5 95781.8 188690 8454.55 23656.7 -7973.15 3.09092 -5383.46 36506.3 43025.1 58389.8
internal_weight=0 1.02738e+06 967149 4549 962600 944296 936097 8199 6584 1033 18304 12097 6207 6182 3986 3215 2196 727 4423 126 216 44 5551 771 1615 935654 12170 291 436 338
internal_count=4073804 1027379 967149 4549 962600 944296 936097 8199 6584 1033 18304 12097 6207 6182 3986 3215 2196 727 4423 126 216 44 5551 771 1615 935654 12170 291 436 338
is_linear=0
shrinkage=0.1


Tree=2492
num_leaves=31
num_cat=0
split_feature=0 0 4 4 6 7 4 3 7 2 1 5 6 5 5 4 6 0 6 4 3 6 5 6 6 1 0 4 6 6
split_gain=1.12895e+12 1.55847e+13 3.29679e+13 3.02832e+13 3.17781e+13 3.03185e+13 4.41147e+13 3.11416e+13 2.68932e+13 5.33479e+13 5.29972e+13 4.37868e+13 4.36008e+13 3.36667e+13 3.06104e+13 2.83321e+13 2.77641e+13 2.52396e+13 2.43886e+13 2.39556e+13 2.36935e+13 4.69455e+13 2.38012e+13 2.18678e+13 2.18237e+13 2.16365e+13 2.1279e+13 2.04753e+13 2.03877e+13 1.97755e+13
threshold=53.341100000000004 53.175387700000009 5.5000000000000009 8.5000000000000018 75.010000000000005 6.0000000000000009 7.5000000000000009 1.5000000000000002 6.0000000000000009 2851.5000000000005 50.136929700000003 3.5000000000000004 96.050000000000011 4.5000000000000009 1.5000000000000002 31.500000000000004 31.005000000000006 53.310923100000004 189.00000000000003 7.5000000000000009 3.5000000000000004 103.03500000000001 1.5000000000000002 43.405000000000008 106.49500000000002 50.815483650000004 53.20799465000001 25.500000000000004 125.02000000000002 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 -6 9 14 11 15 27 16 -5 29 -11 -3 20 24 21 -18 -22 -19 -9 -25 -23 -12 -16 -10
right_child=-2 2 3 8 5 6 -8 19 10 13 12 -13 -14 -15 28 -17 18 23 -20 -21 22 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-8.3244302547514621 -30.615097878463366 -3834.4982728362829 7147.0689136150195 2404.9528063741741 133718.12114727314 163306.15760788691 1260.5669363839288 32484.035018009334 10397.620435533181 -7049.1577847349026 -5291.5513828062349 142067.49959309897 -40370.528350777611 72183.745717773432 -30197.394443893434 -42600.716535173386 2507.3134647393208 -1344.9398556308304 -78682.09471507353 60777.988299005679 3378.8234358594618 1288.9431884765627 10765.33811212227 20941.116526539907 -21477.969751979879 1125.5672062098981 -62660.334870383529 20436.41661210149 -120969.66995192308 -8597.0033105160201
leaf_weight=967174 3044203 14783 1107 383 26 42 28 154 4087 1759 7860 24 349 75 512 114 6085 2961 34 110 7143 76 11206 1193 146 1024 165 322 26 633
leaf_count=967174 3044203 14783 1107 383 26 42 28 154 4087 1759 7860 24 349 75 512 114 6085 2961 34 110 7143 76 11206 1193 146 1024 165 322 26 633
internal_value=0 90.5191 1621.89 3197.43 16636.7 37397.6 98487.9 27589.5 2666.81 4458.25 -1007.85 7329.42 -5755.52 5279.22 -19202.2 6660.47 5089.64 -1729.99 5953.79 20859.4 6070.41 792.919 7889.87 4278.29 6222.53 11788.6 -42493.8 -4279.04 -34584.2 7850.25
internal_weight=0 1.0296e+06 62427 42466 1613 506 70 436 40853 27464 13389 4858 8531 26543 921 4834 26468 19961 24709 410 24675 6326 18349 5178 300 2217 241 8182 538 4720
internal_count=4073804 1029601 62427 42466 1613 506 70 436 40853 27464 13389 4858 8531 26543 921 4834 26468 19961 24709 410 24675 6326 18349 5178 300 2217 241 8182 538 4720
is_linear=0
shrinkage=0.1


Tree=2493
num_leaves=31
num_cat=0
split_feature=1 1 4 6 4 2 0 4 3 6 4 5 7 3 4 5 4 0 4 0 4 7 6 0 0 0 0 6 6 0
split_gain=1.19174e+12 2.39923e+13 4.03185e+13 5.03284e+13 1.13619e+14 6.4086e+13 3.68323e+13 7.61941e+13 2.99621e+13 3.28988e+13 9.66429e+13 6.32235e+13 2.88117e+13 2.22884e+13 2.40626e+13 3.00443e+13 2.20108e+13 2.19488e+13 1.04791e+14 2.0572e+13 2.20024e+13 2.03175e+13 3.51631e+13 2.12538e+13 7.01527e+13 7.78432e+13 5.11017e+13 2.63627e+13 3.31436e+13 2.54062e+13
threshold=37.804148700000006 37.843405600000004 15.500000000000002 81.02500000000002 10.500000000000002 75.000000000000014 55.390026600000006 5.5000000000000009 1.5000000000000002 104.01000000000001 20.500000000000004 3.5000000000000004 6.0000000000000009 13.500000000000002 14.500000000000002 1.5000000000000002 13.500000000000002 55.910578700000009 19.500000000000004 55.93962770000001 3.5000000000000004 6.0000000000000009 47.420000000000009 55.743464250000009 55.759969450000007 55.783232450000007 55.81943720000001 60.005000000000003 75.010000000000005 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -4 11 -11 12 -10 14 19 -16 -7 18 -14 20 -2 23 -23 29 -25 -26 27 -27 -29 -22
right_child=1 -3 8 4 5 16 7 -9 9 10 -12 -13 17 -15 15 -17 -18 -19 -20 -21 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=94.503891988735489 24503.080963849592 -10.217097817876791 31511.39060947848 -34753.107580336087 62324.638973335597 139010.93433779763 -67851.833914062503 82132.873322172614 -9236.4587909675683 -197619.54969618056 29592.839963942308 160435.09017857144 -28112.897653990352 -62465.684937123784 -10683.119637784092 154583.46363636365 283795.70119047625 -52338.291766672039 181708.34080859378 -15015.757289791449 -4993.2519527488621 -18672.151535922669 70012.262207268286 27468.602158449412 -34724.618021636314 12610.997581020843 -6668.14107293288 75056.8891484958 -54880.358933423915 -34152.046844157157
leaf_weight=1005148 333 3051869 151 159 92 21 50 105 3179 36 39 21 497 61 22 22 21 291 25 1124 4722 79 103 912 658 1284 2304 134 23 319
leaf_count=1005148 333 3051869 151 159 92 21 50 105 3179 36 39 21 497 61 22 22 21 291 25 1124 4722 79 103 912 658 1284 2304 134 23 319
internal_value=0 -30.955 -3801.1 -952.644 31960.8 109051 -937.529 33750.7 -12232.9 -13848.7 -79469.1 -12622.3 -13532.7 -2171.26 -1865.75 71950.2 211403 -30331.9 -18064 -2136.52 -804.883 -1604.61 31517.4 -2186.71 2225.22 -3003.47 2569.96 17340.7 56021.5 -6838.45
internal_weight=0 3.06866e+06 16787 12548 448 134 314 155 4239 4088 75 4013 3992 12100 12039 44 42 813 522 11995 10871 10538 182 10356 5315 4403 3745 1441 157 5041
internal_count=4073804 3068656 16787 12548 448 134 314 155 4239 4088 75 4013 3992 12100 12039 44 42 813 522 11995 10871 10538 182 10356 5315 4403 3745 1441 157 5041
is_linear=0
shrinkage=0.1


Tree=2494
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 4 4 4 3 3 4 6 6 6 6 3 6 4 6 4 3 6 3 3 6 3 6 4 6 6
split_gain=1.13162e+12 2.20298e+13 1.95502e+13 3.83784e+13 3.61958e+13 4.29081e+13 3.08418e+13 1.41343e+14 4.66894e+13 4.34279e+13 6.62119e+13 4.87228e+13 4.28827e+13 4.48348e+13 7.29993e+13 7.37213e+13 6.41094e+13 5.66442e+13 5.85461e+13 4.41499e+13 6.62397e+13 3.67795e+13 7.99217e+13 3.67713e+13 4.81716e+13 5.05842e+13 3.30248e+13 3.00085e+13 3.52625e+13 2.87694e+13
threshold=39.735861600000007 39.723160900000003 43.6005307 29.715000000000003 1.5000000000000002 4.5000000000000009 9.5000000000000018 7.5000000000000009 1.5000000000000002 8.5000000000000018 20.500000000000004 118.04500000000002 93.050000000000011 73.995000000000019 64.015000000000015 2.5000000000000004 52.990000000000002 4.5000000000000009 79.710000000000022 4.5000000000000009 4.5000000000000009 108.05000000000001 10.500000000000002 4.5000000000000009 69.605000000000004 7.5000000000000009 65.805000000000021 3.5000000000000004 34.905000000000008 38.605000000000011
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 5 27 7 8 26 11 21 -8 13 14 16 -16 -10 18 -15 -17 -21 -11 -23 -9 25 -25 -6 -5 -29 -7
right_child=-2 2 -4 4 6 29 9 23 12 10 -12 -13 -14 17 15 19 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=25.409511222437722 -47.049390207692142 49246.540535630746 2005.2524261315693 -31118.949718299282 -12145.475333586837 -198.87452196952626 -10499.815042779521 57543.007994791667 34390.907838691332 37485.017048693007 -17500.370285692403 -155909.92929687499 103861.73921661377 -79849.544960937506 -16619.966566051135 272517.63687500003 -46002.698796405799 -105021.6635501803 156550.38462357954 25843.595907738098 228939.99543269232 281730.60499999998 5526.1700284090912 261413.55167410715 46306.910333806823 83933.013055889431 -115115.0703125 16922.521980168269 180087.03530092596 -43607.184443588005
leaf_weight=1790077 2267123 239 13395 26 113 312 578 90 261 318 255 24 56 20 44 20 160 65 22 42 26 20 22 42 33 26 43 26 27 299
leaf_count=1790077 2267123 239 13395 26 113 312 578 90 261 318 255 24 56 20 44 20 160 65 22 42 26 20 22 42 33 26 43 26 27 299
internal_value=0 59.0402 3684.76 10695.4 7593.09 -12474.4 13666.2 26110.8 9044.86 2796.3 21485.9 -16296.9 19845.7 12717 24181.8 89067.8 3837.52 -46535.4 43979 141912 103498 49101.2 137052 104024 145443 193553 -40528.1 56876.5 100044 -21441.2
internal_weight=0 1.80668e+06 16604 3209 2970 690 2280 1063 872 1217 615 602 716 660 553 132 421 107 42 88 68 360 42 191 101 68 156 79 53 611
internal_count=4073804 1806681 16604 3209 2970 690 2280 1063 872 1217 615 602 716 660 553 132 421 107 42 88 68 360 42 191 101 68 156 79 53 611
is_linear=0
shrinkage=0.1


Tree=2495
num_leaves=31
num_cat=0
split_feature=0 5 6 0 5 4 6 4 1 4 1 6 6 1 6 3 4 4 1 7 7 6 6 6 6 1 7 7 4 3
split_gain=1.15054e+12 1.17447e+13 2.05612e+13 3.05557e+13 5.5395e+13 6.8251e+13 3.85471e+13 8.04232e+13 6.96862e+13 9.50301e+13 1.2505e+14 6.85088e+13 5.4254e+13 4.68564e+13 5.48137e+13 5.43509e+13 5.00552e+13 4.51997e+13 6.34162e+13 5.40337e+13 4.48097e+13 4.39046e+13 4.18558e+13 9.72554e+13 4.19149e+13 8.8276e+13 4.21564e+13 3.85228e+13 3.45721e+13 4.59449e+13
threshold=43.687280500000007 2.5000000000000004 54.710000000000008 43.051287600000009 1.5000000000000002 22.500000000000004 64.015000000000015 13.500000000000002 40.024897700000004 3.5000000000000004 39.723160900000003 55.015000000000008 61.805000000000007 39.723160900000003 98.020000000000024 18.500000000000004 17.500000000000004 8.5000000000000018 43.047633000000012 6.0000000000000009 6.0000000000000009 95.045000000000016 75.010000000000005 76.00500000000001 74.615000000000009 39.735861600000007 6.0000000000000009 6.0000000000000009 6.5000000000000009 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 -1 -4 5 -5 8 17 9 10 11 -6 -12 20 15 21 -16 18 22 -19 -9 -15 24 -24 26 -26 -8 28 -11 -30
right_child=-2 -3 3 4 6 -7 7 13 -10 27 12 -13 -14 14 16 -17 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=173.91937769127139 8.2491157953727363 1507.4822847935436 400.14894862397318 11179.360017224655 -33809.367578124999 143371.95579506477 1801.4116785310446 36895.204240880972 1778.7139314932451 -15139.377152140107 6973.8455624453672 156796.10546431108 -137069.11894531251 18710.896163492973 -169435.87187500001 -123686.46044170673 -15373.897209231955 -34571.467025533006 -19396.842736501058 -714.45747041105506 138460.73265931374 159466.93519021739 210504.07187500002 25282.805372089279 -187806.48321428572 24994.902982954547 107128.50565185548 2217.3721917546168 -51323.323813201365 -22312.476547645249
leaf_weight=47786 3977958 25272 10745 824 24 41 760 293 1799 1055 143 88 32 607 30 26 71 1118 975 815 51 23 30 515 35 44 40 419 1120 1065
leaf_count=47786 3977958 25272 10745 824 24 41 760 293 1799 1055 143 88 32 607 30 26 71 1118 975 815 51 23 30 515 35 44 40 419 1120 1065
internal_value=0 -342.368 -1004.79 -3476.51 -6935.34 17445.1 -8822 -2783.36 -14532.7 -21969.1 33441.4 115952 -19365.4 21350.2 7443.57 18002.1 -61134.9 -8917.03 252.025 -20296.5 51952.9 23849.6 13705.4 35478.5 205.645 -69284.2 7067.77 -26315.4 -30005.2 -37183
internal_weight=0 95846 70574 22788 12043 865 11178 5433 5745 3946 287 112 175 1101 757 656 101 4332 2399 1933 344 630 1424 545 879 79 800 3659 3240 2185
internal_count=4073804 95846 70574 22788 12043 865 11178 5433 5745 3946 287 112 175 1101 757 656 101 4332 2399 1933 344 630 1424 545 879 79 800 3659 3240 2185
is_linear=0
shrinkage=0.1


Tree=2496
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 6 6 0 6 0 1 1 6 0 0 0 6 6 5 2 6 0 5 6 1 1 2 1 6 6
split_gain=1.08061e+12 4.43967e+12 1.11613e+13 1.96716e+13 6.009e+12 1.05077e+13 8.9047e+12 1.4488e+13 8.34559e+12 1.2817e+13 7.2555e+12 8.42105e+12 7.47177e+12 8.05313e+12 6.92032e+12 7.94999e+12 6.54516e+12 6.42235e+12 7.01656e+12 5.2677e+12 6.26331e+12 4.88661e+12 6.29617e+12 9.25822e+12 1.33751e+13 7.11415e+12 7.13391e+12 8.50471e+12 6.74379e+12 9.16734e+12
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 30.157841000000001 39.939672500000007 247.90000000000001 134.05000000000004 54.916864950000011 110.01500000000001 54.980317700000008 53.187400150000009 54.62357655000001 76.00500000000001 55.737027400000009 43.6005307 44.601833250000006 96.050000000000011 142.05000000000004 3.5000000000000004 4046.5000000000005 84.00500000000001 47.245981600000007 2.5000000000000004 54.410000000000004 20.507515800000004 20.507515800000004 8299.5000000000018 61.438154000000004 43.205000000000005 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 21 3 -3 14 6 8 -8 10 -10 12 -12 -6 16 -4 -16 -14 18 -17 -13 -21 -1 23 25 -25 -23 27 -27 -28 -30
right_child=-2 2 4 -5 5 -7 7 -9 9 -11 11 19 13 -15 15 17 -18 -19 -20 20 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-887.88210254652518 -8.6662242230920086 36802.518593749999 71520.028437500005 -90404.0093623992 -3350.3055727049359 70886.043898809527 23349.49955357143 -84226.392489919366 85113.983661099148 -12592.074335937501 70993.0537109375 -17065.539688419951 -49979.355651403363 -92939.973886718755 -36841.356024169923 19009.499023232769 24457.713783482144 68595.932719494056 -3384.0213237107405 8170.4210607372734 62975.819205729167 -45964.392009943185 2030.1935314184911 61350.390524193557 -4547.2546662339591 389.24454464590366 -3921.9253890379387 4152.9872719452533 8534.7394635765068 -3778.1743190113484
leaf_weight=28882 3961637 20 20 31 344 21 21 31 29 25 22 69 27 20 32 477 21 21 198 159 24 33 22944 31 4787 38178 6157 7124 1196 1223
leaf_count=28882 3961637 20 20 31 344 21 21 31 29 25 22 69 27 20 32 477 21 21 198 159 24 33 22944 31 4787 38178 6157 7124 1196 1223
internal_value=0 306.083 5516.22 -40519.1 7020.26 1069.05 -782.157 -40782.3 2028.66 39879.7 -950.865 11660 -9337.71 -39626.9 13488.6 11894.3 -17413.1 14135.1 12440.7 6480.14 15358 230.114 625.471 76.6799 -4123.26 452.026 480.456 981.115 -2164.23 2309.57
internal_weight=0 112167 1612 51 1561 813 792 52 740 54 686 274 412 68 748 728 48 696 675 252 183 110555 81673 58729 4818 53911 53878 45302 8576 2419
internal_count=4073804 112167 1612 51 1561 813 792 52 740 54 686 274 412 68 748 728 48 696 675 252 183 110555 81673 58729 4818 53911 53878 45302 8576 2419
is_linear=0
shrinkage=0.1


Tree=2497
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 6 4 1 6 3 1 6 1 1 4 7 6 6 0 1 0 2 6 1 6 4 1 6 4 4
split_gain=1.05252e+12 9.7021e+12 3.20044e+13 2.52081e+13 2.36864e+13 1.92925e+13 1.82518e+13 2.79265e+13 1.90791e+13 1.61663e+13 1.41879e+13 2.91596e+13 2.45242e+13 7.87526e+13 3.39822e+13 1.94255e+13 1.94312e+13 1.67339e+13 1.59445e+13 1.55582e+13 4.42136e+13 4.8185e+13 2.34995e+13 2.27838e+13 1.40831e+13 1.38169e+13 2.78993e+13 1.6443e+13 1.37224e+13 1.30053e+13
threshold=47.295021550000008 50.556058150000005 39.703507450000011 37.005000000000003 6.0000000000000009 71.030000000000015 17.500000000000004 39.712886600000012 134.05000000000004 2.5000000000000004 44.064675150000006 97.020000000000024 39.763755750000009 40.024897700000004 11.500000000000002 6.0000000000000009 48.025000000000013 168.45000000000002 48.179569850000007 40.377616600000003 48.179569850000007 3191.5000000000005 55.015000000000008 40.965343750000009 88.00500000000001 6.5000000000000009 42.186961750000002 70.50500000000001 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 3 -2 5 -5 10 -8 -9 -7 11 12 28 15 19 16 -14 18 -12 22 25 23 -15 -22 -11 26 -21 -27 -4 -26
right_child=1 -3 6 4 -6 9 7 8 -10 24 17 -13 13 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 29 27 -28 -29 -30 -31
leaf_value=107.65220157735139 2170.5251946360554 -3.4139580973839516 14230.790208270815 -11019.420266627416 3128.3506536928485 -3129.5265099539974 80016.904909104574 5326.8139489460409 101006.03489583335 -28609.311065931724 -47219.8600003756 -26304.144413357095 -17604.611538055138 -1633.042085450099 -36132.860019196327 -1930.594746541977 -39266.687277644363 87540.732065217395 2472.5752716272491 -3433.4607882608939 34174.085012999276 -42779.489921470951 9240.8048500612767 -22038.516206160839 -120232.40122218277 -3728.6160484329966 21889.09763864657 -33867.907835449223 1073.1308090886557 -46504.067120150867
leaf_weight=742645 1967 3283385 864 3592 965 197 52 2756 21 497 65 488 971 6726 277 384 722 23 9755 1292 151 571 2821 138 33 1907 656 200 9596 87
leaf_count=742645 1967 3283385 864 3592 965 197 52 2756 21 497 65 488 971 6726 277 384 722 23 9755 1292 151 571 2821 138 33 1907 656 200 9596 87
internal_value=0 -23.9999 -1438.82 -7514.63 -11061.6 -14169.5 -336.227 7409.93 6050.35 -28069.9 -918.935 -2075.44 -1641.96 -4006.85 -1437.91 -22236.9 -26842.7 2343.2 2143.65 -773.37 -5344.65 -25939.7 1580.02 7332.08 -36033 -976.778 5094.05 -6589.49 2159.96 -66779.4
internal_weight=0 3.33116e+06 47774 7338 5371 4406 40436 2829 2777 814 37607 27764 27276 16816 14739 2077 1693 9843 9820 14462 4915 860 9547 289 617 4055 1948 2107 10460 120
internal_count=4073804 3331159 47774 7338 5371 4406 40436 2829 2777 814 37607 27764 27276 16816 14739 2077 1693 9843 9820 14462 4915 860 9547 289 617 4055 1948 2107 10460 120
is_linear=0
shrinkage=0.1


Tree=2498
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 4 7 4 0 5 5 1 6 6 0 4 6 4 6 6 1 1 0 1 0 1 3 1 2 0
split_gain=1.08568e+12 7.9158e+12 4.65587e+13 4.48416e+13 6.64834e+13 4.19317e+13 6.75158e+13 4.58623e+13 3.61153e+13 3.48189e+13 3.40109e+13 6.81524e+13 3.68033e+13 4.08639e+13 3.57398e+13 3.48826e+13 4.74751e+13 3.85773e+13 3.4563e+13 7.50997e+13 5.15782e+13 4.26638e+13 1.43809e+14 7.74755e+13 1.12629e+14 1.04257e+14 4.91146e+13 4.00416e+13 3.98557e+13 5.72836e+13
threshold=3129.5000000000005 39.231261550000006 39.625203600000013 44.046956350000009 44.601833250000006 17.500000000000004 6.0000000000000009 12.500000000000002 51.659529100000007 2.5000000000000004 2.5000000000000004 49.111590500000005 72.020000000000024 52.330000000000005 52.960348700000004 15.500000000000002 48.945000000000007 12.500000000000002 63.140000000000008 74.015000000000015 50.298521650000005 43.932356550000009 56.148747500000006 49.030112300000006 55.791814000000009 49.195555600000006 16.500000000000004 39.689978950000004 2970.5000000000005 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 -6 18 12 13 15 -13 17 -17 -12 -4 20 21 27 23 -23 -25 26 -26 -20 29 -24
right_child=-2 2 10 4 5 -7 7 8 -10 -11 11 14 -14 -15 -16 16 -18 -19 19 -21 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=85.277995117641183 56.735019647380774 8499.7534980305081 -19.624570106699572 -55519.519918879974 -5060.0580007664676 -21765.630783392036 -18193.888490461759 -5652.0972779900403 13682.661103372966 -16495.140984345813 4909.7263787463444 -20940.68777193626 -1200.9211854454293 -6331.6058861548299 723.76347264070341 -60117.109443044363 85905.371950120199 122681.93911830358 71130.32780790441 -3240.2423102511161 -3338.555735116252 -5597.3142620548042 5982.0981571175462 4759.9599734298899 37058.422365691767 -8223.9950975878019 111907.01453379757 2236.8960335324723 71271.656676432292 41452.908486032808
leaf_weight=1493294 1845171 2327 489753 269 10343 1472 743 1323 3581 3586 4162 768 40410 40973 89645 155 26 28 85 14026 5419 3638 692 6539 1862 564 92 11272 255 1331
leaf_count=1493294 1845171 2327 489753 269 10343 1472 743 1323 3581 3586 4162 768 40410 40973 89645 155 26 28 85 14026 5419 3638 692 6539 1862 564 92 11272 255 1331
internal_value=0 -46.9731 -315.543 -4681.14 -6119.98 -5488.64 -4264.71 4958.71 8466.53 -8004 -170.509 -1375.8 -3395.4 -5351.1 539.738 3840.03 -39141.5 5696.75 225.982 2853.76 5545.96 7374.49 10880.2 6728.81 11679.9 29650.5 40582.5 2752.52 34015.7 29319.5
internal_weight=0 2.22863e+06 735339 23644 21317 21048 19576 5647 4904 13929 711695 176167 85754 45344 90413 4371 181 4190 535528 45775 31749 26330 14973 12695 9057 2518 1954 11357 2278 2023
internal_count=4073804 2228633 735339 23644 21317 21048 19576 5647 4904 13929 711695 176167 85754 45344 90413 4371 181 4190 535528 45775 31749 26330 14973 12695 9057 2518 1954 11357 2278 2023
is_linear=0
shrinkage=0.1


Tree=2499
num_leaves=31
num_cat=0
split_feature=4 2 0 1 0 6 1 4 5 6 0 0 1 6 1 0 6 6 1 0 2 6 1 6 5 6 0 0 6 6
split_gain=1.11771e+12 3.86432e+12 7.11389e+12 4.72673e+12 7.02796e+12 5.62325e+12 9.68291e+12 5.13957e+12 4.71031e+12 5.80428e+12 6.30853e+12 7.46035e+12 6.40914e+12 6.09554e+12 5.68313e+12 6.4091e+12 8.85843e+12 4.99761e+12 5.41065e+12 4.79085e+12 4.29809e+12 4.28765e+12 4.2603e+12 4.20601e+12 9.85394e+12 1.81181e+13 1.7612e+13 1.1274e+13 1.3199e+13 1.93475e+13
threshold=2.5000000000000004 2200.0000000000005 58.08467765000001 53.187400150000009 56.385857200000011 15.450000000000001 37.768783500000005 1.5000000000000002 1.5000000000000002 31.410000000000004 44.990874950000006 47.319699650000011 38.948208550000011 75.605000000000004 50.213874250000011 53.175387700000009 93.050000000000011 44.410000000000004 113.48479755000001 47.207933300000008 6240.0000000000009 24.030000000000005 39.735861600000007 71.715000000000018 3.5000000000000004 247.90000000000001 47.267650700000011 58.603553700000006 82.00500000000001 130.05000000000004
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 6 -1 -6 9 10 -3 12 -12 17 15 -15 -17 18 -11 22 -16 -13 -14 -10 27 -26 -27 -25 -29 -30
right_child=-2 8 -4 4 7 -7 -8 -9 23 13 11 21 19 14 20 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-75406.232351562983 -8.8137495908241341 7666.6268583295969 17707.410207097997 -26039.022890594042 19706.947948725538 2202.7091592461766 12607.012359375001 -4527.5726731358536 775.88022625388521 -1999.6950466622202 7416.3342246763168 6917.7829865071108 -6553.5554008722311 4832.2560096153848 -41295.638285688925 19549.531217447915 109661.82365234377 -9393.3886159907161 -18992.857907983271 -13405.587665631361 22756.838164062501 268.66469823108389 5258.5331595328089 -4448.7134274366535 4676.3788989480299 2656.2877075195315 -96964.078895089289 -1560.9445224348322 44279.403542205997 -41662.166374747991
leaf_weight=25 3961637 1081 278 138 99 12590 25 754 64635 9860 372 1126 1280 39 22 24 20 1110 191 737 20 6992 401 6837 2908 36 35 332 169 31
leaf_count=25 3961637 1081 278 138 99 12590 25 754 64635 9860 372 1126 1280 39 22 24 20 1110 191 737 20 6992 401 6837 2908 36 35 332 169 31
internal_value=0 311.294 1871.35 1548.38 -5102.11 2069.79 -31399.6 -1714.89 90.4585 -1152.27 379.901 -342.225 -4803.2 -2779.88 19180.1 34348 60509.7 -3025.83 -2322.62 -6683.13 -10794.5 1190.92 -3735.8 476.207 -1395.59 3457.8 -46452.3 -3357.63 10664.4 30958.5
internal_weight=0 112167 13909 13631 991 12640 50 853 98258 23275 11989 10908 2790 11286 125 83 44 11161 10051 2418 42 8118 1681 74983 10348 2979 71 7369 532 200
internal_count=4073804 112167 13909 13631 991 12640 50 853 98258 23275 11989 10908 2790 11286 125 83 44 11161 10051 2418 42 8118 1681 74983 10348 2979 71 7369 532 200
is_linear=0
shrinkage=0.1


Tree=2500
num_leaves=31
num_cat=0
split_feature=6 4 2 1 0 3 1 0 1 5 1 1 1 2 2 0 4 3 4 5 2 1 0 0 0 5 2 1 0 0
split_gain=1.15107e+12 2.87804e+12 8.51017e+12 7.60396e+12 9.95897e+12 6.9268e+12 7.78745e+12 1.90629e+13 3.03929e+13 6.18144e+12 2.07393e+13 1.59824e+13 1.16669e+13 1.96314e+13 1.29558e+13 3.25088e+13 1.44384e+13 1.17808e+13 1.43591e+13 1.82499e+13 1.78809e+13 1.1653e+13 8.18539e+12 1.52131e+13 1.36072e+13 1.46147e+13 9.72804e+12 1.62929e+13 9.24667e+12 7.68119e+12
threshold=247.90000000000001 8.5000000000000018 75.000000000000014 30.389265100000003 59.939085000000013 6.5000000000000009 30.472130500000002 59.950512650000007 30.226173900000003 3.5000000000000004 91.443676550000006 38.247071200000008 39.023883200000007 3658.0000000000005 4137.5000000000009 42.965693300000005 5.5000000000000009 4.5000000000000009 2.5000000000000004 4.5000000000000009 2851.5000000000005 42.186961750000002 55.02095400000001 53.356310450000002 56.067362750000008 2.5000000000000004 3062.5000000000005 82.948524700000021 51.567244500000008 55.183288250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -4 22 11 -11 -13 17 15 -15 29 18 -14 -20 -21 -22 23 28 25 -24 -25 -28 -8 -16
right_child=1 3 5 -5 -6 -7 9 -9 -10 10 -12 12 13 14 16 -17 -18 -19 19 20 21 -23 24 26 -26 -27 27 -29 -30 -31
leaf_value=-1.488747088460558 61529.290469125604 80234.46881009615 7041.3479838709682 -2676.8311420975206 -1981.5977481617647 39431.457001768867 15028.323393059243 50742.834854403416 -141152.067625 43349.896576286767 92148.686090959818 -63461.047180706519 -42779.052343750001 31345.177529296874 -49533.259526248097 -127666.22990993923 36167.342397103661 -50222.791193181823 -32488.686002604169 143808.35152698864 -15622.083089192711 73847.953336148654 -9887.458083767362 21408.578904474431 10487.98366741312 -86830.947265625 34750.852070312503 149596.41361607143 -21397.963088262652 6425.2541629464286
leaf_weight=4070611 26 26 31 1463 34 53 409 22 25 51 21 46 23 20 82 36 41 22 24 22 24 37 108 55 290 32 30 21 84 35
leaf_count=4070611 26 26 31 1463 34 53 409 22 25 51 21 46 23 20 82 36 41 22 24 22 24 37 108 55 290 32 30 21 84 35
internal_value=0 1897.93 4765.02 -1245.88 33645.4 3867.29 2682.56 -28130.5 -59116.4 4271.07 -5048.81 -9457.34 -15994.2 -10028.4 -29547 -70876.4 -14898.6 17451.8 28904.5 44313.1 66520.8 38646.6 8654.77 16211.5 -1871.91 -27474.5 50580.4 82040.2 8821.82 -32793.5
internal_weight=0 3193 1670 1523 60 1644 1591 78 56 1513 484 463 412 366 214 56 158 152 130 107 83 61 1029 599 430 140 106 51 493 117
internal_count=4073804 3193 1670 1523 60 1644 1591 78 56 1513 484 463 412 366 214 56 158 152 130 107 83 61 1029 599 430 140 106 51 493 117
is_linear=0
shrinkage=0.1


Tree=2501
num_leaves=31
num_cat=0
split_feature=0 0 6 0 1 7 4 1 1 1 4 4 1 4 1 4 3 5 1 4 1 1 6 2 6 4 3 4 4 3
split_gain=1.12186e+12 1.28116e+13 4.32503e+13 5.10239e+13 3.79963e+13 3.88887e+13 3.44902e+13 3.39376e+13 4.73371e+13 4.52329e+13 3.21475e+13 3.56115e+13 2.81588e+13 3.73338e+13 3.48554e+13 3.1135e+13 2.73451e+13 2.63461e+13 2.97411e+13 2.43409e+13 2.46144e+13 3.50603e+13 2.84306e+13 2.42755e+13 2.09223e+13 1.89772e+13 1.76763e+13 1.93968e+13 3.85423e+13 2.38374e+13
threshold=53.341100000000004 53.715816400000008 88.00500000000001 53.506098950000009 54.62357655000001 6.0000000000000009 15.500000000000002 91.443676550000006 91.292296250000007 83.971434050000013 9.5000000000000018 10.500000000000002 83.754481100000007 4.5000000000000009 50.136929700000003 13.500000000000002 3.5000000000000004 1.5000000000000002 43.56803845000001 5.5000000000000009 55.90712030000001 83.117716000000016 67.91500000000002 3129.5000000000005 247.90000000000001 14.500000000000002 10.500000000000002 9.5000000000000018 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 12 5 6 17 8 9 19 23 -12 13 14 -4 -14 -17 -2 -19 -6 -21 22 -22 -7 26 -18 27 -15 29 -29
right_child=1 -3 3 -5 7 10 -8 -9 -10 -11 11 -13 15 24 -16 16 25 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=90.234276384127426 420.67398616950953 -0.88246066839194381 154274.43762428977 -42962.157960811775 3002.3704918174317 -18721.698678026889 -27989.820744786233 -20238.143280658674 15570.292117178458 -19228.212523713533 32749.803528159679 -6793.3449638933453 -8269.8929068262096 -30667.280710910036 14011.768156818767 -21505.940132649743 148773.13383152173 -76262.98826108186 -10182.216176898486 12982.532705943835 -6234.3300286120557 -15.775774205186913 -26721.723679113944 82649.13704687501 70334.225781250003 50114.326329803473 -50256.855516507334 14160.797753371282 -25204.845236310182 113046.39120370371
leaf_weight=1029601 3215 2981970 22 501 20490 429 838 794 2025 1198 652 350 261 500 91 48 23 69 5276 1095 5474 17100 773 25 26 128 171 251 381 27
leaf_count=1029601 3215 2981970 22 501 20490 429 838 794 2025 1198 652 350 261 500 91 48 23 69 5276 1095 5474 17100 773 25 26 128 171 251 381 27
internal_value=0 -30.5188 -1450.58 -14528.6 -919.173 -6272.04 -8628.06 267.777 605.887 -51.0153 8935.32 18937.3 -7143.86 -13904.8 41319.5 14447.1 44241.9 -6732.6 -11035.3 460.297 -1670.75 -2358.01 -8769.43 -13139.6 -18506.9 65141.8 -20243.6 -15815.4 -4546.94 23764.8
internal_weight=0 3.0442e+06 62233 2430 59803 10854 9398 48949 48155 46130 1456 1002 1929 1469 113 460 199 8560 5345 44932 24442 23347 6247 454 1356 151 1330 1159 659 278
internal_count=4073804 3044203 62233 2430 59803 10854 9398 48949 48155 46130 1456 1002 1929 1469 113 460 199 8560 5345 44932 24442 23347 6247 454 1356 151 1330 1159 659 278
is_linear=0
shrinkage=0.1


Tree=2502
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 6 5 6 1 6 7 6 4 6 6 5 3 1 6 6 3 5 7 3 3 6 3 5 6
split_gain=1.02991e+12 1.45277e+13 1.85461e+13 2.38783e+13 3.99339e+13 5.59767e+13 4.1462e+13 4.72959e+13 3.75532e+13 2.61471e+13 3.60212e+13 2.61738e+13 2.4604e+13 1.02517e+14 5.85099e+13 3.59524e+13 2.56716e+13 2.47566e+13 2.33399e+13 2.12867e+13 1.99234e+13 1.99151e+13 1.97292e+13 2.58252e+13 3.8719e+13 3.79933e+13 2.30164e+13 2.17771e+13 2.74742e+13 2.17435e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 55.02095400000001 82.93515810000001 55.018166200000003 130.05000000000004 3.5000000000000004 75.605000000000004 82.918694400000007 73.995000000000019 6.0000000000000009 125.02000000000002 9.5000000000000018 106.49500000000002 97.020000000000024 2.5000000000000004 2.5000000000000004 82.968544750000021 84.810000000000016 168.45000000000002 2.5000000000000004 2.5000000000000004 6.0000000000000009 8.5000000000000018 6.5000000000000009 87.015000000000015 6.5000000000000009 1.5000000000000002 87.015000000000015
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 8 12 -8 -3 -7 11 21 13 -6 15 16 -15 -14 -4 -12 -5 -11 27 24 25 -24 -26 28 -20 -25
right_child=-2 2 18 20 6 9 7 -9 -10 10 19 -13 17 14 -16 -17 -18 -19 22 -21 -22 -23 23 29 26 -27 -28 -29 -30 -31
leaf_value=10.221816993892402 -42.857071051385446 -22558.43058376736 -17844.081973617689 2744.6051564216614 142288.69717371324 -18603.577267302371 218422.48664772732 26706.815347782263 -116059.98482142857 11376.784239130437 -65267.716224563948 18755.199249387257 -9729.4836628464036 14551.000911741716 86575.357425271752 -33037.045514112906 72945.463957117783 99067.867613636365 -2561.1100875675074 9323.4148859645175 -56034.346383351301 118632.30915178571 4678.5517207756211 -12673.91024966819 -848.93689555921048 42576.763862645348 -53249.512677083345 6644.8591867509331 5761.4329741741522 380.30396853065668
leaf_weight=1667463 2359546 135 678 10016 68 278 22 31 63 23 43 102 424 1601 115 155 79 22 11651 347 58 70 1145 3105 190 344 150 7700 6014 2166
leaf_count=1667463 2359546 135 678 10016 68 278 22 31 63 23 43 102 424 1601 115 155 79 22 11651 347 58 70 1145 3105 190 344 150 7700 6014 2166
internal_value=0 58.9895 1796.75 4898.62 11916.2 -4355.6 18775.2 106287 -52308.9 6646.44 18645.6 53738.2 16892.9 21590.6 17381.7 13045.3 17296.9 -4362.8 519.047 1099.26 2406.19 92106.7 902.543 -3756.92 6481.48 13434.1 -23966.8 2206.79 272.276 -7309.57
internal_weight=0 1.71426e+06 46795 13652 3578 1061 2517 53 198 863 585 195 2464 2018 1950 1835 1680 446 33143 390 10074 93 32465 7100 1829 1489 340 25365 17665 5271
internal_count=4073804 1714258 46795 13652 3578 1061 2517 53 198 863 585 195 2464 2018 1950 1835 1680 446 33143 390 10074 93 32465 7100 1829 1489 340 25365 17665 5271
is_linear=0
shrinkage=0.1


Tree=2503
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 0 0 6 0 5 6 0 1 6 0 1 4 6 0 0 1 4 4 0 0 3 4 6 6 6
split_gain=1.0838e+12 1.32432e+13 2.95589e+13 2.57813e+13 3.70712e+13 2.95176e+13 3.51169e+13 3.23568e+13 2.82943e+13 3.05937e+13 2.72261e+13 2.4618e+13 3.82013e+13 3.17916e+13 2.77672e+13 2.29391e+13 2.14712e+13 2.09544e+13 2.07344e+13 2.05135e+13 3.75717e+13 2.04164e+13 6.14051e+13 8.84051e+13 1.6371e+14 2.01412e+13 1.9789e+13 6.47045e+13 1.97431e+13 1.92734e+13
threshold=50.298521650000005 53.187400150000009 10.500000000000002 55.633951400000008 52.380799750000001 55.390026600000006 55.462387050000011 149.05000000000004 55.759969450000007 2.5000000000000004 67.91500000000002 58.010305850000002 52.380799750000001 64.015000000000015 56.904718250000009 53.252814850000007 5.5000000000000009 98.020000000000024 53.310923100000004 55.660117850000006 52.061190950000004 13.500000000000002 14.500000000000002 56.858606850000008 56.872182500000008 6.5000000000000009 11.500000000000002 94.02500000000002 156.15000000000003 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 4 5 18 -7 -8 9 17 -6 12 13 -10 -14 16 -3 -5 -2 -11 -21 26 23 -23 -25 -13 -18 -28 29 -4
right_child=1 15 28 8 10 6 7 -9 11 19 -12 25 14 -15 -16 -17 21 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=41.323961056105595 -6279.5546770895771 -1064.7140869780615 -7212.378575487809 638.80051062914686 -8860.0675405727416 -48313.970109312002 -6307.9375623023807 -131245.32321428572 -10832.553794413318 22309.184752530186 -32389.215547214677 -530.64915785479764 48.733387628238233 -40133.098736346212 -26387.944965248924 -36.303467606865958 9673.7924210139372 -101778.46203125 2393.3451276481323 -16301.94052577054 8383.8089929910784 8969.0344134001261 5342.1564043158851 -198343.38676440748 4697.5971293379616 11218.960097897305 18678.665167625917 176823.80340494792 -96978.142447916674 12260.449028529447
leaf_weight=2481177 3753 5290 9503 17294 3398 248 1607 21 2593 880 575 11993 6539 432 423 1498880 5085 20 10382 677 6905 178 3352 77 82 1661 188 30 24 537
leaf_count=2481177 3753 5290 9503 17294 3398 248 1607 21 2593 880 575 11993 6539 432 423 1498880 5085 20 10382 677 6905 178 3352 77 82 1661 188 30 24 537
internal_value=0 -64.3792 -1322.71 -588.263 -3619.13 -1473.63 -13259.5 -7919.54 637.404 2928.99 -12265.4 -1861.14 -5634.3 -15017 -1557.52 1.70294 3990.43 520.495 90.5936 7856.99 6179.61 6964.38 1251.33 -39438.4 -93630.4 898.683 10938.6 40441.8 -6387.41 -6170.85
internal_weight=0 1.59263e+06 79465 69401 19984 16011 1876 1628 49417 25776 3973 23641 9987 3025 6962 1.51316e+06 14282 17314 14135 8462 7582 8992 3689 337 159 13654 5303 218 10064 10040
internal_count=4073804 1592627 79465 69401 19984 16011 1876 1628 49417 25776 3973 23641 9987 3025 6962 1513162 14282 17314 14135 8462 7582 8992 3689 337 159 13654 5303 218 10064 10040
is_linear=0
shrinkage=0.1


Tree=2504
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 6 1 1 0 1 6 6 1 0 0 4 4 6 5 6 7 4 6 3 4 2 4 0 4 5
split_gain=1.03004e+12 1.00105e+13 2.23789e+13 3.08449e+13 3.63944e+13 3.72534e+13 3.55879e+13 2.70753e+13 3.13221e+13 3.37837e+13 2.56432e+13 2.29018e+13 3.87278e+13 1.09784e+14 5.3465e+13 4.09087e+13 3.41322e+13 2.87402e+13 3.46582e+13 4.77425e+13 2.48186e+13 3.92579e+13 3.57531e+13 2.46876e+13 2.33693e+13 2.16919e+13 2.16627e+13 3.34459e+13 3.19726e+13 2.91129e+13
threshold=54.762682300000009 54.604289300000012 5209.5000000000009 23.500000000000004 4.5000000000000009 40.905000000000008 56.128886000000001 54.62357655000001 54.707511300000007 55.90712030000001 105.00500000000001 60.910000000000004 55.957851400000003 54.724612400000005 54.73499850000001 15.500000000000002 21.500000000000004 85.020000000000024 2.5000000000000004 68.515000000000015 6.0000000000000009 9.5000000000000018 81.02500000000002 18.500000000000004 12.500000000000002 7884.5000000000009 11.500000000000002 54.724612400000005 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 -1 3 4 -3 -6 7 -7 10 -10 -9 -11 13 -13 15 17 23 18 19 -15 21 -20 24 26 -22 -4 -14 28 -28 -29
right_child=-2 2 25 -5 5 6 -8 8 9 11 -12 12 16 14 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=6.5247631932979573 -32.955363226867945 -8406.2875525509498 -17667.006556276134 -3100.0738765884889 151.00497032627354 -1641.3203962450223 -20859.339556358067 21976.876849515265 -9149.6967791183979 6015.4561238155065 -54987.37818492543 108373.31305901945 20426.904223691021 -5905.9096522177424 79291.962048611123 37005.72767691061 -59037.521308051219 29805.518047661808 7702.9325976562504 131113.50042497908 4712.0170084272113 -78552.566328755041 -90748.571449908093 107712.55574669471 113449.13463541667 -26.422776393238181 -25319.584445509929 24546.538704672908 17821.64360253514 -46755.253340463794
leaf_weight=1154494 2849744 1910 710 6096 7401 1874 394 2685 963 5067 44 156 1101 93 135 441 72 211 80 35 112 155 34 26 24 38252 554 629 249 63
leaf_count=1154494 2849744 1910 710 6096 7401 1874 394 2685 963 5067 44 156 1101 93 135 441 72 211 80 35 112 155 34 26 24 38252 554 629 249 63
internal_value=0 76.7236 1241.72 3265.45 4848.78 5969.11 8802.55 9592.04 11220.3 8674.34 20736 10532.6 16021.4 29041 19665.4 12872.5 8888.11 -1432.33 -13798.5 31560.3 -28134.2 -49189 971.022 10753.3 23900.9 -347.885 9782.26 1942.96 -11942 18055.2
internal_weight=0 1.22406e+06 69566 30604 24508 22598 15197 14803 12929 10200 2729 9237 4170 1476 1320 1185 2694 744 533 128 405 235 170 2622 136 38962 2596 1495 803 692
internal_count=4073804 1224060 69566 30604 24508 22598 15197 14803 12929 10200 2729 9237 4170 1476 1320 1185 2694 744 533 128 405 235 170 2622 136 38962 2596 1495 803 692
is_linear=0
shrinkage=0.1


Tree=2505
num_leaves=31
num_cat=0
split_feature=4 7 1 6 1 6 6 0 6 0 1 1 6 0 0 0 6 1 1 3 0 2 6 0 5 6 0 0 6 6
split_gain=1.06305e+12 3.68145e+12 9.20522e+12 1.82772e+13 4.7705e+12 8.4872e+12 7.20962e+12 1.16831e+13 6.73725e+12 1.04965e+13 5.89192e+12 6.86569e+12 6.09333e+12 6.49222e+12 5.57811e+12 6.67196e+12 1.7214e+13 1.34932e+13 9.37328e+12 1.37465e+13 7.91793e+12 4.18985e+12 5.10577e+12 3.93048e+12 5.59037e+12 7.72594e+12 7.89856e+12 1.14998e+13 1.49358e+13 2.44542e+13
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 66.990000000000023 39.939672500000007 247.90000000000001 134.05000000000004 54.916864950000011 110.01500000000001 54.980317700000008 53.187400150000009 54.62357655000001 72.50500000000001 53.244414800000008 43.6005307 55.660117850000006 108.05000000000001 39.652459050000012 38.989878900000008 1.5000000000000002 47.207933300000008 4046.5000000000005 84.00500000000001 47.245981600000007 2.5000000000000004 52.610000000000007 55.390026600000006 56.067362750000008 65.00500000000001 65.805000000000021
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 23 3 -3 14 6 8 -8 10 -10 12 -12 -6 -14 -4 17 -17 18 -16 -20 -19 -13 -23 -1 25 -25 -27 -28 -29 -30
right_child=-2 2 4 -5 5 -7 7 -9 9 -11 11 21 13 -15 15 16 -18 20 19 -21 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=-768.26577269796371 -8.5955014443774527 31972.576189630683 64277.939140625 -88900.495312500003 -1646.1114553775428 63857.906436011908 21045.579017857144 -75557.199369959679 76920.717106681041 -11499.2764453125 64238.144744318182 -15012.261556697238 -7511.5002505896227 -60505.966091844515 4200.4229355302832 15179.422971909467 104051.219 -86077.370365397132 809.84401657516901 88233.284698660718 -5663.9851152343754 7414.987157819256 56897.531884765631 458.65804709797135 1912.6303662564799 651.54544905495072 -16824.712981632252 -6777.7741400581381 105929.42255497685 7593.2543589197612
leaf_weight=28882 3961637 22 20 29 318 21 21 31 29 25 22 69 53 41 412 170 25 24 37 35 25 159 24 52732 22944 2722 828 2021 27 399
leaf_count=28882 3961637 22 20 29 318 21 21 31 29 25 22 69 53 41 412 170 25 24 37 35 25 159 24 52732 22944 2722 828 2021 27 399
internal_value=0 303.585 5048.01 -36759.2 6413.91 1111.34 -552.396 -36544.5 1976.78 35985.5 -700.293 10663.9 -8258.05 -30626.1 12177.3 10745.9 26573.2 4955.44 10018 43307.3 -45050.1 5986.82 13904.5 234.407 588.982 71.8644 -3329.24 -6637.84 -3190.88 13825.8
internal_weight=0 112167 1612 51 1561 813 792 52 740 54 686 274 412 94 748 728 195 533 484 72 49 252 183 110555 81673 58729 5997 3275 2447 426
internal_count=4073804 112167 1612 51 1561 813 792 52 740 54 686 274 412 94 748 728 195 533 484 72 49 252 183 110555 81673 58729 5997 3275 2447 426
is_linear=0
shrinkage=0.1


Tree=2506
num_leaves=31
num_cat=0
split_feature=1 1 1 2 4 4 6 7 6 5 6 7 3 3 4 1 3 1 3 6 6 5 0 3 0 0 0 6 6 7
split_gain=1.03718e+12 1.30369e+13 1.86236e+13 3.60129e+13 2.74397e+13 7.4246e+13 1.48109e+14 1.44303e+14 6.09557e+13 5.64883e+13 5.51172e+13 5.07366e+13 7.15925e+13 4.91393e+13 4.19966e+13 4.7903e+13 3.0544e+13 3.52444e+13 2.70462e+13 6.09041e+13 3.39596e+13 3.15815e+13 6.93727e+13 3.10791e+13 2.6388e+13 2.57046e+13 2.32581e+13 6.16682e+13 4.5345e+13 2.24008e+13
threshold=50.298521650000005 49.111590500000005 49.176406850000006 3062.5000000000005 5.5000000000000009 8.5000000000000018 78.010000000000005 6.0000000000000009 84.810000000000016 1.5000000000000002 77.565000000000012 6.0000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 49.147669400000005 7.5000000000000009 49.147669400000005 5.5000000000000009 125.02000000000002 149.05000000000004 2.5000000000000004 55.79439725000001 2.5000000000000004 55.783232450000007 55.775215600000003 55.79439725000001 68.00500000000001 74.615000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 10 -9 26 14 -13 -8 -10 -16 17 -6 23 21 -21 -20 24 -15 -23 -25 -3 -28 -29 -4
right_child=-2 2 29 -5 5 -7 13 9 11 -11 -12 12 -14 18 15 -17 -18 -19 19 20 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-15.995775554780417 -62.979575323839541 -5986.0809032143061 1216.0796759520908 -44649.856917732388 63673.94204737214 3595.4736095536437 127735.70214120371 123257.1121279762 111101.32010869565 289977.9971875 -62351.777604665935 17831.536607142858 255940.5441576087 -49419.879592927638 22105.906928267046 -85865.94568614132 -72862.784552556826 7854.1911410522462 -80101.865842013896 -215881.71962500003 -60330.302929687503 31852.825632222492 -84393.109879032258 101661.31035156251 178652.69016015626 6863.9399175860426 5060.9845251336046 207221.02813313802 16145.938043478263 -2011.9179654593133
leaf_weight=2339440 1592627 5251 81170 157 386 22965 27 63 46 30 163 28 23 95 385 46 22 160 36 25 32 24 31 31 25 370 853 27 23 29243
leaf_count=2339440 1592627 5251 81170 157 386 22965 27 63 46 30 163 28 23 95 385 46 22 160 36 25 32 24 31 31 25 370 853 27 23 29243
internal_value=0 40.4256 971.688 3123.79 3364.44 4938.53 27667.5 61567.9 -2228.69 177038 -4956.93 30412 125214 -4528.09 20275.9 10582.2 42661.7 47316.5 -9866.09 -43911.5 -128555 -2319.56 32682.5 2008.61 106751 14192.4 -3436.72 11388 119326 361.141
internal_weight=0 2.48118e+06 141737 31324 31167 24322 1357 661 6845 93 6317 528 51 696 477 431 568 546 669 173 57 116 80 496 49 401 6154 903 50 110413
internal_count=4073804 2481177 141737 31324 31167 24322 1357 661 6845 93 6317 528 51 696 477 431 568 546 669 173 57 116 80 496 49 401 6154 903 50 110413
is_linear=0
shrinkage=0.1


Tree=2507
num_leaves=31
num_cat=0
split_feature=2 1 1 4 4 6 6 4 6 6 3 1 5 0 6 6 1 6 6 0 1 0 6 6 3 6 3 6 4 6
split_gain=1.12758e+12 7.09775e+12 3.94162e+13 3.28914e+13 7.82924e+13 1.00515e+14 1.96785e+14 8.43437e+13 7.5822e+13 6.21569e+13 6.01846e+13 5.93935e+13 5.65955e+13 5.37862e+13 4.72794e+13 5.68728e+13 4.17689e+13 3.50287e+13 9.71282e+13 1.55155e+14 8.46451e+13 6.95362e+13 9.74449e+13 9.80087e+13 7.48704e+13 7.62514e+13 6.99039e+13 6.6383e+13 4.89162e+13 5.1576e+13
threshold=3129.5000000000005 39.231261550000006 39.723160900000003 10.500000000000002 15.500000000000002 102.04000000000001 105.00500000000001 12.500000000000002 66.010000000000005 61.425000000000004 9.5000000000000018 39.689978950000004 1.5000000000000002 43.687280500000007 34.605000000000011 44.820000000000007 39.625203600000013 56.805000000000007 53.310000000000009 43.6005307 39.712886600000012 43.6005307 69.605000000000004 85.020000000000024 5.5000000000000009 61.805000000000007 9.5000000000000018 74.615000000000009 17.500000000000004 74.015000000000015
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 -3 5 7 -7 8 9 -5 16 -10 -9 -11 -14 -16 -8 18 -6 -20 28 22 24 27 25 -22 -23 -24 29 -19
right_child=-2 2 -4 4 17 6 10 12 11 13 -12 -13 14 -15 15 -17 -18 20 19 -21 21 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=77.360076701711137 57.819568000391023 -5415.1484058419337 -126.75873713326365 -2779.534235649322 -7593.8211179124964 -270751.73506944446 -70866.081085937505 9182.389700146201 -16045.965170027861 -101067.82449589844 -87534.138558467748 66793.95372356227 -112440.6846875 16862.533267647883 113860.10189623787 36539.729061107711 80296.231307444861 14360.344994233034 -204771.25028846157 -24522.417423087227 -136653.84520833334 143380.03980429293 7365.7470256696433 18807.199846754807 107702.17291777907 108451.95252130681 22642.538814684143 -163920.30605468751 -25891.448309333537 -13062.530604320422
leaf_weight=1493294 1845171 26374 695414 1613 4258 36 25 1034 129 125 62 263 20 56 103 1245 68 1498 65 180 30 99 35 195 139 22 93 64 829 1265
leaf_count=1493294 1845171 26374 695414 1613 4258 36 25 1034 129 125 62 263 20 56 103 1245 68 1498 65 180 30 99 35 195 139 22 93 64 829 1265
internal_value=0 -47.871 -302.185 -3357.76 646.491 10944.5 -60134.5 13903.6 -309.096 -9014.81 -11216.9 39532.9 26838.2 -64581.1 40183.3 42447.7 39661.2 -4963.9 -11116.7 -72343.5 1526.19 33961 13796.4 -22332.3 69408 -32955.2 84897.8 -103365 -4586.95 1805.17
internal_weight=0 2.22863e+06 735339 39925 13551 4779 191 4588 2186 1794 155 392 2402 181 1368 1348 93 8772 4503 245 4269 677 485 294 191 52 192 99 3592 2763
internal_count=4073804 2228633 735339 39925 13551 4779 191 4588 2186 1794 155 392 2402 181 1368 1348 93 8772 4503 245 4269 677 485 294 191 52 192 99 3592 2763
is_linear=0
shrinkage=0.1


Tree=2508
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 1 0 1 1 0 1 0 4 1 0 0 1 1 6 1 0 6 1 0 7 6 4 4 1 0
split_gain=1.22817e+12 6.98482e+12 1.34053e+13 1.63529e+13 1.78058e+13 1.47811e+13 1.5655e+13 2.1539e+13 1.99623e+13 1.45332e+13 1.56431e+13 1.46365e+13 1.36013e+13 1.33421e+13 1.97433e+13 1.8127e+13 1.3297e+13 1.99472e+13 2.05434e+13 1.56481e+13 2.8667e+13 1.76395e+13 1.63652e+13 3.74219e+13 3.49342e+13 2.08797e+13 2.00489e+13 1.78952e+13 2.53358e+13 4.68391e+13
threshold=5.5000000000000009 55.145978450000008 52.02416370000001 45.126607350000008 52.516286950000008 43.56803845000001 55.111813300000001 37.586700500000006 37.924401400000008 53.310923100000004 92.90968070000001 54.431501800000014 2.5000000000000004 28.601854300000003 57.892117950000006 57.719618750000002 83.754481100000007 50.298521650000005 67.00500000000001 49.692247900000005 53.175387700000009 49.895000000000003 50.213874250000011 53.244414800000008 6.0000000000000009 114.05000000000001 4.5000000000000009 4.5000000000000009 50.136929700000003 53.175387700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -11 -12 -13 14 15 -3 17 19 -19 20 -5 -21 23 27 25 26 -25 -23 29 -29
right_child=-2 13 3 9 5 -7 7 8 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=311.38069906263792 -34.333117167483969 -17448.106302620603 -37463.648849652265 -3115.7670152840228 -1395.3166614988929 -9007.6101603845946 8985.1629566217234 -68152.482864815844 -16678.737995436808 48.060365319644802 -31915.693827856532 58131.593523848685 -10801.898802869073 300.46287446712466 -10949.287742675782 13586.407959729457 -415.82259807370303 -6064.1266291020684 -23839.350936330302 -2913.2978967478298 -32896.537588010135 -4131.8074087627165 -4076.9540648103498 142512.22980116549 -1260.0044931908178 13133.346261160714 31157.640252130685 5717.6759781663441 -1892.9765727381555 48419.191815779566
leaf_weight=294309 2928705 206 148 1311 25387 3296 310 84 731 195450 291 38 116 569586 500 2179 28628 7490 712 9277 429 1099 1467 61 73 28 22 685 775 411
leaf_count=294309 2928705 206 148 1311 25387 3296 310 84 731 195450 291 38 116 569586 500 2179 28628 7490 712 9277 429 1099 1467 61 73 28 22 685 775 411
internal_value=0 87.8104 -159.132 -656.678 -2863.81 -2692.01 -1906.85 -13450.3 -21984 -390.467 5.42082 -18722.4 6207.66 334.821 7118.14 10905.9 -1868.56 -3613.06 -7607.16 -1518.19 -10458.3 -398.914 4648.9 8707.5 52469.9 87805.8 112997 5996.29 11945.4 21730.7
internal_weight=0 1.1451e+06 572628 278319 29956 29808 26512 1125 815 248363 195895 445 154 572471 2885 2385 52468 23840 8202 15638 1740 13898 4621 3154 184 111 83 2970 1871 1096
internal_count=4073804 1145099 572628 278319 29956 29808 26512 1125 815 248363 195895 445 154 572471 2885 2385 52468 23840 8202 15638 1740 13898 4621 3154 184 111 83 2970 1871 1096
is_linear=0
shrinkage=0.1


Tree=2509
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 0 1 6 4 3 1 4 1 7 6 6 4 6 6 5 4 6 4 4 6 1 6 4 6
split_gain=1.1938e+12 9.58936e+12 4.58043e+13 3.75733e+13 4.99891e+13 3.00682e+13 3.23201e+13 1.04297e+14 1.58696e+14 3.01157e+13 2.93192e+13 2.60698e+13 2.52831e+13 2.4231e+13 1.98301e+13 2.07696e+13 2.58899e+13 1.88898e+13 1.86809e+13 1.85986e+13 2.5746e+13 2.55104e+13 2.81194e+13 4.60949e+13 2.20273e+13 2.63776e+13 1.80948e+13 1.78048e+13 2.28324e+13 8.18224e+13
threshold=54.762682300000009 54.86311005000001 83.025426800000005 82.981285100000022 108.05000000000001 83.117716000000016 54.810424650000009 83.086354900000018 82.905000000000015 3.5000000000000004 2.5000000000000004 30.624707450000006 3.5000000000000004 20.507515800000004 6.0000000000000009 134.05000000000004 98.020000000000024 3.5000000000000004 40.015000000000008 41.365000000000002 1.5000000000000002 8.5000000000000018 54.710000000000008 10.500000000000002 4.5000000000000009 63.855000000000011 83.050033500000012 45.005000000000003 14.500000000000002 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 3 11 -5 6 12 14 9 -9 -10 13 26 -2 15 16 18 -7 -8 -11 -21 24 -23 -24 -22 -26 -4 -13 -29 -30
right_child=1 -3 5 4 -6 17 7 8 10 19 -12 27 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=82.597692949563211 19941.324037483948 -16.374260556200042 46666.018419491353 -17265.031088108153 -135262.27195945947 -26687.922028350833 15881.28580015964 -47270.927994791673 280492.50795454549 10600.026925178954 137987.54941289994 192.5768173516467 -2896.6952859879116 -45371.996372699738 27703.515179720795 93301.491015625012 -119527.7609375 -135988.74427083333 -13411.777177160415 138681.22773437502 34619.46013341716 64744.060255619523 -54100.321704545458 58021.644367897738 60997.003744506837 185672.41625000001 2252.6469130373794 -7686.6370480782398 -5146.4698728953299 48708.573655370528
leaf_weight=1224060 73 2819167 186 1211 37 64 271 54 22 394 42 11558 3323 256 176 20 21 21 1107 24 579 57 110 55 112 20 181 8650 1611 342
leaf_count=1224060 73 2819167 186 1211 37 64 271 54 22 394 42 11558 3323 256 176 20 21 21 1107 24 579 57 110 55 112 20 181 8650 1611 342
internal_value=0 -35.4785 -1796.87 -3874.31 -20763.3 5413.9 6157.75 13749.2 32974 25959.1 186974 -2937.12 -145.829 -30880 -3956.89 -7883.76 -9330.3 -53691.7 -7650.95 28886.1 36414.5 33783.9 4191.74 -16726.3 43023.6 79887.2 24761.9 -2522.28 -5481.66 4284.37
internal_weight=0 2.84974e+06 30577 23738 1248 6839 6754 3064 1469 1405 64 22490 3690 329 1595 1419 1399 85 1378 1351 957 933 222 165 711 132 367 22161 10603 1953
internal_count=4073804 2849744 30577 23738 1248 6839 6754 3064 1469 1405 64 22490 3690 329 1595 1419 1399 85 1378 1351 957 933 222 165 711 132 367 22161 10603 1953
is_linear=0
shrinkage=0.1


Tree=2510
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 0 4 7 4 4 1 4 1 4 3 6 6 4 6 6 4 6 1 6 6 1 4 4 0 4
split_gain=1.09005e+12 1.40101e+13 8.51502e+13 6.14063e+13 7.84864e+13 2.89883e+14 1.03309e+14 1.10851e+14 5.7852e+13 4.93211e+13 4.74131e+13 5.09349e+13 4.60898e+13 6.30691e+13 5.94802e+13 5.57447e+13 4.41519e+13 4.38017e+13 4.43546e+13 4.19152e+13 9.04393e+13 4.14983e+13 3.98184e+13 4.30057e+13 9.23043e+13 6.33301e+13 8.86759e+13 5.08121e+13 4.65009e+13 4.93794e+13
threshold=55.046782850000007 55.030407050000001 9651.0000000000018 82.93515810000001 13.500000000000002 55.034466500000008 15.500000000000002 6.0000000000000009 11.500000000000002 17.500000000000004 82.981285100000022 4.5000000000000009 83.015546400000019 16.500000000000004 1.5000000000000002 67.445000000000007 95.045000000000016 5.5000000000000009 96.050000000000011 138.05000000000004 12.500000000000002 91.02500000000002 82.895858600000011 116.05000000000001 106.49500000000002 82.911604200000014 16.500000000000004 24.500000000000004 55.039488700000007 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 16 4 8 6 7 -6 17 -8 11 -5 13 21 15 -14 -3 18 -4 -13 -21 -12 -7 24 27 26 -25 28 -24 -30
right_child=-2 2 3 10 5 22 9 -9 -10 -11 12 19 14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=5.2296050828371303 -47.334907724336063 -16372.468900574539 -142.10095277426441 -48076.518557837706 83009.867633688045 -6950.5869785687582 -6974.0523925781254 376983.15543478262 -23028.856198331629 76928.40846466714 10209.32498466419 -2778.8974011157061 -31665.914970801819 -6602.7269844463899 1394.9146370784883 34523.121652747846 -140603.94504310345 10693.535142246968 -67270.268570312503 214772.61985909601 -2880.6976106770835 122525.10892518942 87273.846754584883 -128200.3519412879 -50075.081489299911 126874.43837890626 52436.444433593751 -395.4230687333777 17278.140030475195 87689.837503650706
leaf_weight=1794043 2217197 2116 6271 248 29 1259 80 23 808 564 10480 22251 1039 2688 4941 145 29 6033 100 28 60 33 118 33 232 80 154 1175 1440 107
leaf_count=1794043 2217197 2116 6271 248 29 1259 80 23 808 564 10480 22251 1039 2688 4941 145 29 6033 100 28 60 33 118 33 232 80 154 1175 1440 107
internal_value=0 56.5283 1527.53 2222.65 7020.4 17308.5 77453.4 213037 2898.02 66505.7 104.281 -3006.84 3740.36 7066.81 -3429.02 -23560 -18052.1 4586.9 -1195.75 -2506.49 66372.6 10561.9 8204.3 13918.6 10572.8 52414.1 20559.4 15527.1 26763.8 22148.2
internal_weight=0 1.85661e+06 62564 60419 18506 5294 696 52 13212 644 41913 22587 19326 13201 6125 1184 2145 12404 6371 22339 88 10513 4598 3339 3072 267 187 2840 1665 1547
internal_count=4073804 1856607 62564 60419 18506 5294 696 52 13212 644 41913 22587 19326 13201 6125 1184 2145 12404 6371 22339 88 10513 4598 3339 3072 267 187 2840 1665 1547
is_linear=0
shrinkage=0.1


Tree=2511
num_leaves=31
num_cat=0
split_feature=6 1 6 0 0 1 4 1 5 4 3 1 3 2 6 6 1 0 3 0 0 6 5 1 6 0 0 3 6 0
split_gain=1.20672e+12 7.21162e+12 1.86967e+13 4.37379e+13 1.02935e+14 7.71999e+13 6.02732e+13 9.46551e+13 5.629e+13 4.54598e+13 4.16206e+13 2.9409e+13 2.73651e+13 4.54696e+13 2.36841e+13 2.04582e+13 4.04288e+13 2.12218e+13 2.74728e+13 2.65851e+13 1.34658e+14 4.89201e+13 3.69725e+13 2.23901e+13 2.61126e+13 2.03513e+13 4.12638e+13 4.25476e+13 2.88779e+13 5.01482e+13
threshold=118.04500000000002 39.723160900000003 130.05000000000004 57.174562350000009 57.15297970000001 65.559704250000024 6.5000000000000009 65.534455000000023 3.5000000000000004 8.5000000000000018 1.5000000000000002 39.908802000000009 2.5000000000000004 6426.0000000000009 125.02000000000002 142.05000000000004 61.400814300000008 55.026775150000006 15.500000000000002 55.034466500000008 55.039488700000007 134.05000000000004 3.5000000000000004 82.906746050000024 134.05000000000004 54.962581500000006 54.992080650000005 2.5000000000000004 138.05000000000004 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 -2 3 4 10 6 14 -8 -7 -9 11 -3 -5 -14 -6 16 -4 18 23 22 21 -21 -19 24 -18 -25 -27 -28 29 -29
right_child=1 2 15 12 5 8 7 9 -10 -11 -12 -13 13 -15 -16 -17 17 19 -20 20 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=6.3150186270589712 981.21326700521649 -109550.79708936739 12836.232346023287 2908.8753804191219 77795.706740920607 -136145.21703629033 36790.793621926234 95632.640299479172 67845.484592692053 265409.40601222828 -2639.132269619844 -22384.752179290244 -41590.033203823659 95926.234343749995 -30205.411014539932 -1913.2284874554362 -55106.48527760923 -109713.6283494016 103167.23510742188 241096.48723958337 -4472.2795835331381 44772.575568181819 -17354.192034440923 4695.2669826543897 25464.296286103221 135662.294533754 -101783.34440104167 -3963.5017828525642 -11155.64892171224 150180.29507472829
leaf_weight=4019687 20989 41 3340 244 37 31 61 24 24 46 10841 692 629 25 45 12940 103 47 32 30 2623 22 557 420 66 39 24 39 60 46
leaf_count=4019687 20989 41 3340 244 37 31 61 24 24 46 10841 692 629 25 45 12940 103 47 32 30 2623 22 557 420 66 39 24 39 60 46
internal_value=0 -469.065 -1387.92 -4393.22 -2779.72 58489.7 85762.7 127849 -47131.1 207200 -4198.43 -27260.3 -25670.6 -36333.3 18526.8 490.022 4665.38 -1977.92 12316.6 -5591.86 -1313.23 158036 -24541.1 8668.88 -23641 17363.7 42944.3 21547.8 41961.2 79455.5
internal_weight=0 54117 33128 12740 11842 268 213 131 55 70 11574 733 898 654 82 20388 7448 4108 829 3279 2675 52 604 797 169 628 208 169 145 85
internal_count=4073804 54117 33128 12740 11842 268 213 131 55 70 11574 733 898 654 82 20388 7448 4108 829 3279 2675 52 604 797 169 628 208 169 145 85
is_linear=0
shrinkage=0.1


Tree=2512
num_leaves=31
num_cat=0
split_feature=6 5 7 0 6 4 6 6 0 3 1 6 3 0 6 4 0 6 1 0 0 0 0 4 0 1 2 4 6 4
split_gain=1.07631e+12 1.17882e+13 2.66991e+13 3.43923e+13 3.7751e+13 4.69884e+13 3.96312e+13 5.49413e+13 4.50429e+13 4.11696e+13 4.1113e+13 6.21576e+13 3.72201e+13 3.44091e+13 6.30632e+13 3.60628e+13 3.45832e+13 3.27974e+13 3.21489e+13 5.46531e+13 3.22851e+13 3.05173e+13 4.12572e+13 5.50588e+13 3.04356e+13 2.97431e+13 2.99918e+13 3.26716e+13 2.96569e+13 3.92676e+13
threshold=49.010000000000012 1.5000000000000002 6.0000000000000009 45.040161900000008 52.610000000000007 15.500000000000002 80.030000000000015 69.605000000000004 56.342669500000007 4.5000000000000009 37.503969450000007 247.90000000000001 2.5000000000000004 59.91832440000001 93.050000000000011 14.500000000000002 59.933037250000005 63.415000000000006 39.178027400000005 54.724612400000005 55.753967500000009 60.042359000000012 60.034792100000011 21.500000000000004 56.520242650000007 43.997056950000008 5325.0000000000009 16.500000000000004 189.00000000000003 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 9 10 12 11 -8 -6 -10 15 16 -15 -14 19 -9 -21 22 -4 -24 25 -20 27 -27 29 -12
right_child=1 -3 21 4 6 -7 8 18 13 -11 28 -13 17 14 -16 -17 -18 -19 24 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=50.577237764153679 2851.4680509408872 2.474223818052895 1149.2497518707401 4454.2325619524008 -6294.052209606456 -4916.09284452065 152860.39467905406 45043.625079740894 30788.723650029024 -8568.6632811453164 -52870.183261041006 -34438.890142463235 9039.0316777302178 -124038.94810267858 27602.120838821767 34135.786582031251 -31777.002850362416 -17824.093819360303 -84510.022134146348 -82156.391608621983 -15732.093892691899 -31061.876803463456 93331.282638494333 -19629.370538072184 -10565.391596542788 23454.00919267847 -82963.281457368837 -69446.027007004319 9736.7618371378594 -1330.5985728790615
leaf_weight=2069790 10585 1906973 33600 10846 5149 10564 37 139 848 17280 317 34 4110 56 344 55 148 511 205 83 618 292 110 71 214 109 81 58 300 277
leaf_count=2069790 10585 1906973 33600 10846 5149 10564 37 139 848 17280 317 34 4110 56 344 55 148 511 205 83 618 292 110 71 214 109 81 58 300 277
internal_value=0 -52.2373 -1127.38 -2347.54 -3398.1 -169.22 -5630.06 -6670.5 6667.95 -5635.2 -10075.1 63167.8 -446.854 17803.1 -458.673 -37728.6 -57103.8 6068.45 -25253.7 -12238.5 -23596.9 1127.51 1405.75 49020.8 -41644.6 -56326.6 -33029.9 -8810.67 -15891.9 -28835.7
internal_weight=0 2.00401e+06 97041 62968 52383 21410 30973 28557 2416 27050 965 71 9770 1451 603 259 204 4621 1507 840 701 34073 33781 181 667 453 248 167 894 594
internal_count=4073804 2004014 97041 62968 52383 21410 30973 28557 2416 27050 965 71 9770 1451 603 259 204 4621 1507 840 701 34073 33781 181 667 453 248 167 894 594
is_linear=0
shrinkage=0.1


Tree=2513
num_leaves=31
num_cat=0
split_feature=6 1 0 4 4 4 6 3 6 3 5 3 4 1 0 3 6 2 6 2 4 3 6 6 3 3 6 6 4 6
split_gain=1.11402e+12 6.60324e+12 1.71237e+13 2.13011e+13 2.79321e+13 4.71393e+13 3.28072e+13 3.02814e+13 2.96019e+13 3.18159e+13 2.73227e+13 2.67146e+13 2.60206e+13 2.58575e+13 7.8368e+13 6.08882e+13 2.50961e+13 2.20089e+13 2.37546e+13 2.19895e+13 2.17095e+13 2.11186e+13 3.82181e+13 2.03164e+13 2.90247e+13 2.02546e+13 1.98798e+13 2.60634e+13 4.48107e+13 3.45143e+13
threshold=87.395000000000024 37.804148700000006 54.724612400000005 13.500000000000002 18.500000000000004 19.500000000000004 98.020000000000024 14.500000000000002 189.00000000000003 13.500000000000002 4.5000000000000009 19.500000000000004 22.500000000000004 37.768783500000005 44.685196900000008 7.5000000000000009 138.05000000000004 2828.5000000000005 189.00000000000003 5062.5000000000009 4.5000000000000009 2.5000000000000004 108.05000000000001 101.02000000000002 3.5000000000000004 12.500000000000002 116.05000000000001 106.49500000000002 15.500000000000002 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 12 9 19 -11 -9 -7 17 23 16 21 20 -19 26 -2 -16 -23 -15 -25 -21 27 29 -29 -5
right_child=1 -3 -4 4 5 7 -8 11 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 25 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=13.109927666309233 -47714.366775173614 -539.59548252816501 -48.497407451816663 -13232.700388138845 12168.434375000001 666.71246301775147 114976.78483518836 57619.583725239907 78322.536406250001 -26183.828275491062 -137885.68569972829 -28673.136406250003 -70108.242437499997 14113.583063220303 23958.820793269231 212638.08756510416 -13722.662926603618 5426.2733555111918 -30644.179521796046 1082.7138204287176 33126.849288926234 48922.046573660715 207270.67019675928 47178.888839285719 -92914.801406250001 45067.689663722827 -61804.029446765991 -79181.84290813579 62326.101787707274 -110970.94106570513
leaf_weight=3832905 36 172106 58335 491 54 169 73 127 40 457 23 50 75 141 39 30 38 6329 188 1168 430 35 27 21 50 115 86 29 98 39
leaf_count=3832905 36 172106 58335 491 54 169 73 127 40 457 23 50 75 141 39 30 38 6329 188 1168 430 35 27 21 50 115 86 29 98 39
internal_value=0 -208.59 619.518 4345.73 -2616.9 17863.1 71263 1754.36 -7025.01 -8387.3 -31536.2 33243.1 -21087.9 7271.09 32639.6 83435.8 55550.4 5886.95 4385.73 -2902.86 26881.6 81613.6 117880 -7853.62 -51478.6 5025.25 -16593 -10674.9 30013.3 -20424.8
internal_weight=0 240899 68793 10458 3094 548 127 421 2546 2506 480 177 244 7364 381 169 139 6983 6517 2026 466 101 62 212 71 1283 743 657 127 530
internal_count=4073804 240899 68793 10458 3094 548 127 421 2546 2506 480 177 244 7364 381 169 139 6983 6517 2026 466 101 62 212 71 1283 743 657 127 530
is_linear=0
shrinkage=0.1


Tree=2514
num_leaves=31
num_cat=0
split_feature=0 4 0 4 6 1 6 1 6 4 6 4 5 6 1 6 6 6 3 7 6 6 6 1 1 4 6 6 1 3
split_gain=1.10304e+12 2.73331e+13 2.31291e+13 8.93467e+13 5.27657e+13 4.51836e+13 6.13123e+13 4.48634e+13 6.64358e+13 5.53915e+13 5.47053e+13 4.41076e+13 1.16628e+14 4.28089e+13 4.22031e+13 3.56039e+13 3.60541e+13 3.37872e+13 3.09596e+13 2.6003e+13 5.714e+13 3.17694e+13 2.85197e+13 2.6687e+13 1.03276e+14 1.06219e+14 6.68037e+13 4.28427e+13 3.30598e+13 2.56116e+13
threshold=45.022979600000006 24.500000000000004 45.029425500000009 5.5000000000000009 128.05000000000004 39.033214400000013 112.00500000000001 39.029038350000008 67.445000000000007 16.500000000000004 83.820000000000007 17.500000000000004 2.5000000000000004 108.05000000000001 39.038055050000004 85.020000000000024 101.02000000000002 106.49500000000002 17.500000000000004 6.0000000000000009 108.05000000000001 91.02500000000002 118.04500000000002 38.958307950000012 38.948208550000011 20.500000000000004 92.02500000000002 73.995000000000019 38.91194105000001 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 17 7 11 9 -9 -5 -10 -7 14 -12 -13 -14 -17 -2 -8 23 21 -21 -22 24 25 -11 28 -26 29 -27
right_child=2 -3 -4 5 -6 6 18 8 10 19 13 12 15 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-102.07771038238589 -9491.407892863479 -11150.157343386549 -1.7038400309069397 20149.598026732911 111300.7758734809 -5289.8548191637419 -123512.24106197034 -32120.985315410911 204376.73395270272 48436.809754122223 20120.689959161933 -68673.747290039071 194037.364375 187125.60000000001 10666.315048354068 44536.154464692052 164644.01422821972 -114305.75085685484 -15968.484849330358 15588.370024601863 162055.0157051282 -64225.099338517095 26844.680468750001 -6463.426519831005 -664.36664794921876 -95175.794238281262 -170968.5242398649 119760.1320779176 -121649.65322265626 1833.7240271935098
leaf_weight=285738 3886 2257 3769902 3739 36 2786 59 52 37 208 66 72 30 20 974 103 33 31 49 845 39 53 26 2327 40 32 37 113 32 182
leaf_count=285738 3886 2257 3769902 3739 36 2786 59 52 37 208 66 72 30 20 974 103 33 31 49 845 39 53 26 2327 40 32 37 113 32 182
internal_value=0 -188.661 14.3519 3819.49 -9213.32 8129.24 -370.466 12576.2 62640.7 11434.4 102703 1637.95 17562.8 58959 5205.05 95431.3 73680 -10320.9 -74719.2 3151.15 17431.3 10877.8 107971 -1477.53 16538.3 -5816 -45690.9 88276.6 -26848.3 -12672.4
internal_weight=0 287995 3.78581e+06 15907 3953 11954 4106 7848 175 7673 123 3998 1212 86 1046 166 136 3917 108 3934 963 898 65 2971 644 491 283 153 246 214
internal_count=4073804 287995 3785809 15907 3953 11954 4106 7848 175 7673 123 3998 1212 86 1046 166 136 3917 108 3934 963 898 65 2971 644 491 283 153 246 214
is_linear=0
shrinkage=0.1


Tree=2515
num_leaves=31
num_cat=0
split_feature=4 2 0 6 6 5 4 0 1 1 0 6 1 2 6 6 2 6 1 6 0 6 6 0 0 0 6 0 6 1
split_gain=1.12626e+12 3.5184e+12 5.72893e+12 4.35315e+12 7.74592e+12 9.38704e+12 7.47935e+12 9.87773e+12 1.72428e+13 9.74348e+12 2.67075e+13 1.43632e+13 1.21731e+13 1.38552e+13 8.08763e+12 1.56623e+13 8.03896e+12 6.78878e+12 6.28046e+12 1.0252e+13 9.3768e+12 2.30007e+13 1.08421e+13 7.01753e+12 6.58214e+12 8.47318e+12 6.27964e+12 6.24433e+12 5.73898e+12 1.13389e+13
threshold=2.5000000000000004 2200.0000000000005 57.978821400000008 42.005000000000003 47.805000000000007 2.5000000000000004 1.5000000000000002 43.687280500000007 39.749243900000003 43.047633000000012 43.687280500000007 85.020000000000024 48.411058050000008 6680.0000000000009 58.995000000000012 53.995000000000012 9613.5000000000018 59.505000000000003 30.277905650000005 55.015000000000008 59.933037250000005 59.815000000000005 60.305000000000007 56.986919400000012 57.719618750000002 59.990753350000013 41.705000000000005 60.034792100000011 71.715000000000018 39.735861600000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 9 8 17 10 -6 -11 -13 -14 15 -10 -17 -8 19 24 21 23 -22 -21 -9 -26 -3 -12 29 -7
right_child=-2 3 -4 4 5 28 7 18 14 11 27 12 13 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1496.1760267616958 -8.8473869441345059 -348.9135717617894 15310.007632456232 2536.3950489853555 -114811.39621093751 -2035.1887031278909 34939.846377954724 -58994.22462890626 -408.30448072783804 -2867.3159216193435 -9378.8005505729489 101635.25766601563 -36519.447562500005 73661.37038690476 -12487.540198982802 93087.590200343286 23802.338286994487 100907.89741586539 -1909.7646391114592 82692.381597222236 23956.577832031253 -42268.775295350613 122345.81101190476 8813.5779687500017 20077.68356763263 -37152.574287373311 -5129.3773243708238 -47643.061830832739 -927.73880126041411 3639.7089534767692
leaf_weight=13602 3961637 36739 307 15867 25 4819 39 20 147 1060 1388 24 25 21 149 33 34 26 11969 36 24 41 21 20 86 37 2970 44 9523 13071
leaf_count=13602 3961637 36739 307 15867 25 4819 39 20 147 1060 1388 24 25 21 149 33 34 26 11969 36 24 41 21 20 86 37 2970 44 9523 13071
internal_value=0 312.482 1801.08 101.762 649.917 -51.3803 -2038.46 -1038.85 13894.3 -6938.76 -12343.4 29.9061 43902.1 13780.5 5400.84 17855.8 57927.9 61327.1 -1560.42 13110.7 32143.6 14641 69871.6 56307.1 -5789.15 2862.08 -706.464 -10554.5 1055.42 2111.07
internal_weight=0 112167 13909 98258 58549 42682 15269 12682 428 2587 1457 1130 70 46 363 214 67 65 12254 285 142 97 45 56 143 123 39709 1432 27413 17890
internal_count=4073804 112167 13909 98258 58549 42682 15269 12682 428 2587 1457 1130 70 46 363 214 67 65 12254 285 142 97 45 56 143 123 39709 1432 27413 17890
is_linear=0
shrinkage=0.1


Tree=2516
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 0 2 4 3 4 1 1 1 7 0 1 1 1 1 7 6 0 4 0 6 0 0 1 1 3
split_gain=1.03754e+12 7.15848e+12 1.58247e+13 4.68597e+13 4.6877e+13 1.2271e+14 4.10688e+13 4.18714e+13 3.18407e+13 2.33293e+13 2.08001e+13 2.06843e+13 1.96434e+13 1.65828e+13 2.34542e+13 2.80796e+13 2.52512e+13 1.52733e+13 4.75123e+13 2.84601e+13 5.28302e+13 6.30375e+13 6.26959e+13 4.43792e+13 2.54384e+13 1.8246e+13 3.72823e+13 5.32697e+13 3.08448e+13 2.7931e+13
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 6.0000000000000009 59.764576050000009 3338.0000000000005 4.5000000000000009 2.5000000000000004 3.5000000000000004 30.315889700000003 118.02765200000002 38.965413050000002 6.0000000000000009 43.6005307 39.723160900000003 39.735861600000007 65.64204770000002 65.593879100000024 6.0000000000000009 112.00500000000001 55.080855950000007 3.5000000000000004 55.061158000000006 51.805000000000007 58.08467765000001 58.603553700000006 56.805602900000004 59.999510900000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -5 -7 12 -11 -1 15 -15 -17 18 25 24 21 23 -22 -21 -19 -3 27 -27 29 -28
right_child=-2 17 3 9 5 6 -8 8 -10 11 -12 -13 -14 14 -16 16 -18 19 -20 20 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=196.43680050355169 -31.55624731704652 866.45487525928365 2081.5768894245812 1389.760478985876 -2077.2855332880436 -34248.33162890625 8698.0019820601865 58909.902323190792 166591.70499131945 -8668.2682593302634 91245.237500000003 21864.528640424378 -2674.5775605488761 -58967.040052554483 -1713.8969200286692 91012.562890625006 -12609.485671516315 3422.1262301244747 22754.91730801612 219.0885196361902 -23638.964351160386 -32768.128599050819 -185394.4519425676 129441.41122685185 -1209.7377908999604 -5637.7634109637693 -4743.7068571394075 -40709.259156648717 -13349.228521303674 1224.2056921191338
leaf_weight=536012 2928705 334222 20305 14081 460 25 54 38 99 5986 28 331 63186 133 23671 24 1168 14060 970 1696 68 733 37 27 75678 2238 9915 537 1803 37514
leaf_count=536012 2928705 334222 20305 14081 460 25 54 38 99 5986 28 331 63186 133 23671 24 1168 14060 970 1696 68 733 37 27 75678 2238 9915 537 1803 37514
internal_value=0 80.7083 -131.506 -1260.77 2961.13 28329.5 85653.7 107525 136724 -2321.95 32050.2 -3073.92 -3193.26 79.0303 -2438.62 -15385.8 -10523.1 375.288 650.84 -780.67 -11175.2 -8205.43 -80638.5 2244.05 -484.025 595.327 -1147.07 -12424.6 -511.408 -23.3823
internal_weight=0 1.1451e+06 665601 104593 21009 704 244 190 137 83584 53 69503 69172 561008 24996 1325 1192 479498 387199 92299 2561 2456 105 1723 89738 386229 52007 2775 49232 47429
internal_count=4073804 1145099 665601 104593 21009 704 244 190 137 83584 53 69503 69172 561008 24996 1325 1192 479498 387199 92299 2561 2456 105 1723 89738 386229 52007 2775 49232 47429
is_linear=0
shrinkage=0.1


Tree=2517
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 4 0 4 4 5 4 3 3 0 6 6 5 3 3 0 4 4 6 6 0 4 3 4 7
split_gain=1.07436e+12 9.47098e+12 2.34069e+13 7.40409e+13 3.67738e+13 3.25522e+13 2.92654e+13 8.51516e+13 5.40662e+13 2.32025e+13 2.31716e+13 2.58238e+13 2.3022e+13 2.18777e+13 2.89871e+13 2.51558e+13 4.11909e+13 7.76569e+13 1.18682e+14 4.07962e+13 2.79574e+13 2.60184e+13 2.26843e+13 3.03187e+13 2.57589e+13 3.00243e+13 2.06813e+13 3.4725e+13 3.80861e+13 2.83223e+13
threshold=30.226173900000003 30.205407000000005 60.028671700000011 60.01610465000001 80.720000000000013 62.625000000000007 18.500000000000004 60.034792100000011 12.500000000000002 15.500000000000002 3.5000000000000004 17.500000000000004 13.500000000000002 8.5000000000000018 59.933037250000005 73.00500000000001 54.410000000000004 1.5000000000000002 7.5000000000000009 2.5000000000000004 59.848366150000011 9.5000000000000018 15.500000000000002 42.605000000000011 91.02500000000002 59.848366150000011 13.500000000000002 6.5000000000000009 11.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 6 7 8 -4 -9 11 -6 -5 15 22 16 -3 18 21 -17 -19 -18 23 -15 25 -24 27 -21 -29 -28
right_child=-2 2 5 4 10 -7 -8 9 -10 -11 -12 -13 -14 14 -16 19 17 20 -20 26 -22 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=124.91438673432242 8.2340542044797171 -3592.0974400816358 170015.78125 -15645.448865203418 -120230.91284179688 17329.84263464377 -4130.0410976077528 -2117.5120904477217 11804.996259223091 32929.090864197286 -304.33651801215279 -31603.941187500001 -64886.082295809669 -38711.506909760974 8111.6696768130341 -26560.058617874569 -100222.354765625 8665.1243639982204 -234342.05668604653 16506.187476975356 -25557.361446086696 29823.647422637943 27137.705933115434 26008.919615913357 -107191.12564761513 -36362.147406281503 11454.917837924791 18899.545735012754 137728.67570312502 -93143.484486607151
leaf_weight=84130 3971697 3373 54 694 96 1146 5308 861 36 242 36 50 110 105 2808 253 25 316 43 246 976 40 98 233 38 310 343 49 60 28
leaf_count=84130 3971697 3373 54 694 96 1146 5308 861 36 242 36 50 110 105 2808 253 25 316 43 246 976 40 98 233 38 310 343 49 60 28
internal_value=0 -320.283 -2403.75 -5508.37 -31570.7 1790.14 -949.202 13203.3 106731 5571.77 -72161.1 -89879.2 -22382.4 -2758.21 3364.95 -6581.99 -9577.05 -23996.5 -105457 8020.07 -17187.2 -20194 -13636.1 5903.46 -28444 -21109.7 20070.7 37324.8 84310.1 3560.7
internal_weight=0 102107 17977 10330 986 7647 6501 1193 90 1103 182 146 804 9344 3592 5752 4773 1400 108 979 1292 65 784 338 446 408 726 355 109 371
internal_count=4073804 102107 17977 10330 986 7647 6501 1193 90 1103 182 146 804 9344 3592 5752 4773 1400 108 979 1292 65 784 338 446 408 726 355 109 371
is_linear=0
shrinkage=0.1


Tree=2518
num_leaves=31
num_cat=0
split_feature=2 6 6 0 0 3 0 1 1 3 5 1 1 5 6 4 3 5 3 5 4 4 6 0 1 1 0 5 1 1
split_gain=1.05123e+12 1.14277e+12 1.03336e+12 7.43465e+12 2.0874e+13 5.94253e+13 1.02821e+14 3.94819e+13 1.11392e+14 8.27773e+13 5.80622e+13 3.8097e+13 3.49046e+13 3.76556e+13 3.02289e+13 2.88295e+13 2.85172e+13 2.80442e+13 2.65685e+13 2.32891e+13 2.75014e+13 2.01079e+13 4.37356e+13 1.92339e+13 4.96211e+13 5.89924e+13 3.64656e+13 2.94856e+13 3.77207e+13 2.93988e+13
threshold=15792.500000000002 57.995000000000012 102.04000000000001 55.034466500000008 55.043091000000011 12.500000000000002 55.039488700000007 82.92647190000001 82.911604200000014 2.5000000000000004 4.5000000000000009 82.901648750000021 82.956351500000011 3.5000000000000004 105.00500000000001 6.5000000000000009 4.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 9.5000000000000018 10.500000000000002 118.04500000000002 54.992080650000005 82.901648750000021 82.648284550000014 54.980317700000008 2.5000000000000004 82.93515810000001 82.911604200000014
decision_type=2 2 2 2 2 2 2 2 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 23 5 7 -7 8 10 -10 11 16 14 -14 -9 18 -5 -8 -16 20 -17 22 -11 26 25 -25 -4 28 -26 -28
right_child=1 -3 3 4 -6 6 17 12 9 21 -12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 24 27 -27 29 -29 -30 -31
leaf_value=8.5390738497868917 -16223.13739853896 8024.2923978365397 -847.7554310753485 -44538.369511413577 158.82742654385797 249458.72091346156 65329.469520297906 104014.53625 1602.0862275094696 58049.075253906252 -131081.01595052084 -90724.565323660718 -2218.7555967133621 176141.76847656252 -70384.498558407751 -114868.388828125 44089.950713414961 -22013.838591657368 56688.297038188728 55363.691350097652 -28367.214814431572 92697.238333333342 237043.03437500002 80692.855689102566 130426.15277660474 -47549.127662279789 40697.464782106101 -4783.7833211578609 -7294.7435274345935 -6342.342721662335
leaf_weight=3966406 77 26 41644 48 58087 26 107 20 66 20 36 35 29 20 21 40 149 56 76 30 453 45 43 39 37 447 381 5093 43 204
leaf_count=3966406 77 26 41644 48 58087 26 107 20 66 20 36 35 29 20 21 40 149 56 76 30 453 45 43 39 37 447 381 5093 43 204
internal_value=0 -10102.4 0.255428 -305.969 441.401 12876.1 64779.9 4202.54 27529.9 89833 -12920.6 5414.66 -10762.2 70581.5 -16990.1 -20893.4 22495.2 35322 29177.7 -30180.1 -35385.6 143752 180220 -1233.11 -6707.75 -37258.1 -499.468 -3837.56 56401.2 24293.8
internal_weight=0 103 4.0737e+06 107295 59407 1320 189 1131 442 174 268 232 689 49 640 620 197 163 97 523 493 108 63 47888 5659 486 42229 5173 80 585
internal_count=4073804 103 4073701 107295 59407 1320 189 1131 442 174 268 232 689 49 640 620 197 163 97 523 493 108 63 47888 5659 486 42229 5173 80 585
is_linear=0
shrinkage=0.1


Tree=2519
num_leaves=31
num_cat=0
split_feature=6 3 5 2 6 1 1 5 1 4 3 0 0 0 0 6 0 3 0 1 7 4 1 0 1 1 6 4 7 6
split_gain=1.02359e+12 3.95e+12 8.27667e+12 3.7878e+13 3.93489e+13 1.98562e+13 1.65099e+13 1.07275e+13 1.247e+13 9.26348e+12 9.34498e+12 8.29706e+12 1.46974e+13 8.01376e+12 1.05545e+13 1.16573e+13 1.01355e+13 1.15597e+13 1.08532e+13 1.15037e+13 9.83997e+12 9.02931e+12 8.01978e+12 7.66443e+12 8.82438e+12 2.50452e+13 1.02181e+13 1.01859e+13 1.50881e+13 8.25262e+12
threshold=27.215000000000003 4.5000000000000009 3.5000000000000004 2632.5000000000005 19.050000000000004 82.918694400000007 52.419561900000012 1.5000000000000002 91.292296250000007 9.5000000000000018 5.5000000000000009 60.042359000000012 59.905532300000012 57.205086850000008 56.802121050000004 19.050000000000004 56.262014700000009 7.5000000000000009 55.676890650000011 37.401708450000008 6.0000000000000009 17.500000000000004 37.563506350000004 43.687280500000007 39.873894000000007 39.908802000000009 25.305000000000003 3.5000000000000004 6.0000000000000009 19.050000000000004
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=1 23 7 -4 5 6 9 -3 11 10 -5 12 13 14 16 -16 18 -18 21 -20 22 -9 -21 24 -1 26 29 28 -27 -26
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-9901.2757058662901 -7.3270200460300758 1403.4098552689663 -83531.70982142858 44047.275622003734 160480.80546875001 99693.515714843757 -66655.336299189818 -9963.7692554669502 31497.259250217016 74190.069687499999 -48123.417471590918 -65878.21543750001 57220.233145680155 -35131.949771255633 47694.536364397325 -10017.364522879465 -17678.676988983156 -92908.034225260431 -42513.892399088545 75135.373883928565 -41051.369703125005 -48080.634948548279 17604.934771050346 62.179281754109347 4269.6314393939392 -9829.3686142789647 -9136.8018066406257 2214.9798139953614 -68652.386541863205 61347.784776376146
leaf_weight=1681 3988583 34665 28 22 24 25 27 858 81 25 22 25 34 111 70 70 64 30 36 28 25 67 180 45922 33 246 40 620 53 109
leaf_count=1681 3988583 34665 28 22 24 25 27 858 81 25 22 25 34 111 70 70 64 30 36 28 25 67 180 45922 33 246 40 620 53 109
internal_value=0 342.925 1129.17 22950.1 43512.1 20311.7 -360.599 1025.3 -6781.14 25580.8 -2038.07 -8721.41 -7813 -9249.74 -7237.88 18838.6 -10072.3 -41688 -7583.27 10096.3 18224.9 -12724.7 25349.4 -246.584 -5343.29 1615.82 35507.3 -5096.1 -20256.2 48083.1
internal_weight=0 85221 36517 173 145 121 96 36344 1679 69 44 1598 1573 1539 1428 140 1288 94 1194 269 233 925 208 48704 2782 1101 182 919 299 142
internal_count=4073804 85221 36517 173 145 121 96 36344 1679 69 44 1598 1573 1539 1428 140 1288 94 1194 269 233 925 208 48704 2782 1101 182 919 299 142
is_linear=0
shrinkage=0.1


Tree=2520
num_leaves=31
num_cat=0
split_feature=0 0 3 7 6 6 2 0 5 4 4 1 6 1 1 6 6 5 6 6 6 3 0 4 3 0 4 6 1 6
split_gain=1.00154e+12 1.2243e+13 1.57061e+13 1.72282e+13 1.40839e+13 3.02577e+13 2.79568e+13 2.5674e+13 2.49746e+13 2.62874e+13 2.46673e+13 3.42208e+13 3.33729e+13 5.71981e+13 3.68896e+13 2.71095e+13 5.12273e+13 3.86009e+13 3.11493e+13 3.08485e+13 2.86063e+13 2.22048e+13 2.20429e+13 2.88398e+13 2.76291e+13 2.14225e+13 4.35267e+13 4.87903e+13 2.92718e+13 3.8115e+13
threshold=55.026775150000006 55.017684700000011 24.500000000000004 6.0000000000000009 41.365000000000002 38.205000000000005 5261.5000000000009 55.018166200000003 2.5000000000000004 25.500000000000004 22.500000000000004 83.00362155000002 74.615000000000009 82.918694400000007 82.93515810000001 63.005000000000003 63.140000000000008 1.5000000000000002 48.005000000000003 48.945000000000007 63.705000000000005 1.5000000000000002 55.018166200000003 9.5000000000000018 9.5000000000000018 55.018166200000003 16.500000000000004 134.05000000000004 82.93515810000001 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -3 10 25 11 12 -8 -14 -15 17 -17 18 21 -20 -18 -13 23 -16 -24 26 27 28 29 -10
right_child=-2 2 3 -5 6 -7 8 -9 9 -11 -12 15 13 14 22 16 20 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=13.402392800628775 -42.262752896992168 15593.70976702698 123892.22116477274 5638.4782924107149 -25510.418366158625 -6570.8905846282832 7969.1184087727888 55.542582543292646 2460.8379785156249 103667.07174479167 -9631.5113781423333 -8700.3316817043142 161292.13471679689 -43154.408770073787 139890.38609374998 -75551.63456357758 45261.349054687504 12121.175911966644 -22874.240614088689 -23.043004097397422 -10647.087797946595 9471.3756221922358 -913.60857488458805 -640.79324048913043 45876.168805426525 2558.8345776398055 95206.534858630956 120093.6052669271 -6953.0074661670942 -156944.32072916668
leaf_weight=1667463 2359546 1367 22 28 350 5775 10733 4788 30 24 1124 920 32 72 40 116 100 3214 1074 1313 1079 2499 220 23 296 6723 42 30 4731 30
leaf_count=1667463 2359546 1367 22 28 350 5775 10733 4788 30 24 1124 920 32 72 40 116 100 3214 1074 1313 1079 2499 220 23 296 6723 42 30 4731 30
internal_value=0 58.1715 1653.44 57670.1 1593.53 -1371.7 2609.62 3506.51 2895.18 -881.709 4813.79 5560.94 9333.04 30766.4 24350.4 1386.22 -12143.7 3328.71 -1538.5 -10304.6 -5905.07 4581.65 32744.8 88585.4 25927 -1098.28 -6154.16 -7037.21 -7833.27 -77241.7
internal_weight=0 1.71426e+06 46795 50 46745 11930 34815 6155 34465 11610 22855 21731 11416 683 651 10315 1295 9020 5806 2387 1179 3419 579 63 516 11586 4863 4821 4791 60
internal_count=4073804 1714258 46795 50 46745 11930 34815 6155 34465 11610 22855 21731 11416 683 651 10315 1295 9020 5806 2387 1179 3419 579 63 516 11586 4863 4821 4791 60
is_linear=0
shrinkage=0.1


Tree=2521
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 6 0 4 0 2 6 4 6 6 6 6 1 0 4 6 6 4 4 6 3 0 0 1 5
split_gain=1.05451e+12 8.42859e+12 1.67928e+13 2.57709e+13 5.06805e+13 6.1034e+13 8.12184e+13 5.65177e+13 4.96749e+13 6.9131e+13 8.96993e+13 6.90188e+13 6.7555e+13 7.11917e+13 6.79133e+13 8.43295e+13 1.2824e+14 8.42201e+13 9.40027e+13 7.97228e+13 7.52491e+13 6.11906e+13 6.8401e+13 6.63055e+13 6.06096e+13 5.79408e+13 5.64304e+13 5.19683e+13 5.02192e+13 4.79264e+13
threshold=56.115175650000005 56.324067350000007 47.386825600000002 43.932356550000009 56.262014700000009 2865.5000000000005 79.710000000000022 56.288960650000007 13.500000000000002 56.262014700000009 2970.5000000000005 82.905000000000015 9.5000000000000018 120.05000000000001 70.50500000000001 95.045000000000016 92.02500000000002 43.997056950000008 56.309668500000008 10.500000000000002 108.05000000000001 118.04500000000002 8.5000000000000018 6.5000000000000009 114.05000000000001 4.5000000000000009 56.309668500000008 56.309668500000008 43.997056950000008 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 -7 9 10 11 28 21 14 -14 16 -16 18 -17 25 -19 -11 23 -23 -22 -18 -24 -15 -5 -20
right_child=1 -3 -4 8 5 6 -8 -9 -10 12 -12 -13 13 27 15 17 19 20 29 -21 24 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-30.645415779249216 2537.6703310068851 -8.8993762404351262 -2173.3147847782743 2357.6951790872945 1753.8435042353731 994.74429932104601 -56976.491988655696 -15147.207702807727 -2077.7526275246482 4697.0831226554037 4096.809657133037 -63979.158488889603 15427.661146212577 10616.787585616439 50460.379004693183 51291.064043898812 221368.18246663414 -7820.4692401789816 -190277.89850000001 330906.44110576925 195713.04675071023 36391.337557854262 -33768.108519345238 -67606.418860035221 14838.973803710938 -743.7127717391304 150420.37297851563 -110422.80271739131 -20484.765610875576 -7115.3876416015628
leaf_weight=2989263 23658 975160 15150 1913 8098 3782 356 5086 14717 13183 16874 244 2604 73 636 42 24 119 50 26 44 449 21 71 32 23 80 69 1937 20
leaf_count=2989263 23658 975160 15150 1913 8098 3782 356 5086 14717 13183 16874 244 2604 73 636 42 24 119 50 26 44 449 21 71 32 23 80 69 1937 20
internal_value=0 84.4664 916.846 1413.67 -471.483 -4581.32 -10143.1 -8263.03 2864.41 4751.93 875.14 -12403.4 9379.54 21258.7 23983.2 45911.1 64869 2129.01 -66981.9 190401 41823.5 6142.12 36818.3 22191.6 119556 112675 112124 -48198.2 -9134.73 -137946
internal_weight=0 1.08454e+06 109381 94231 40980 17322 9224 8868 53251 38534 20968 4094 17566 3762 3620 1016 709 307 112 73 195 13804 621 520 76 47 101 142 3850 70
internal_count=4073804 1084541 109381 94231 40980 17322 9224 8868 53251 38534 20968 4094 17566 3762 3620 1016 709 307 112 73 195 13804 621 520 76 47 101 142 3850 70
is_linear=0
shrinkage=0.1


Tree=2522
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 0 6 1 0 1 4 4 3 1 1 1 2 3 1 7 1 4 4 4 4 1 1 2 1 1
split_gain=1.06475e+12 1.06439e+13 1.17639e+13 2.4285e+13 1.74151e+13 1.63513e+13 1.17694e+13 3.53574e+13 1.75296e+13 3.60853e+13 2.55855e+13 3.22475e+13 1.19583e+13 1.48242e+13 1.12734e+13 1.12227e+13 1.13595e+13 1.01649e+13 1.81066e+13 9.93033e+12 1.75038e+13 4.24517e+13 3.05458e+13 1.42932e+13 1.40572e+13 1.3344e+13 1.92964e+13 1.49332e+13 9.9175e+12 9.77676e+12
threshold=49.010000000000012 48.410000000000004 83.00362155000002 83.011163250000024 83.002084650000015 55.018166200000003 48.810000000000009 63.728898350000001 43.687280500000007 43.047633000000012 6.5000000000000009 4.5000000000000009 3.5000000000000004 39.749243900000003 39.749243900000003 37.46219940000001 3191.5000000000005 2.5000000000000004 39.723160900000003 6.0000000000000009 37.631035900000008 29.500000000000004 24.500000000000004 29.500000000000004 14.500000000000002 37.649344350000007 37.740454950000007 75.000000000000014 82.971668900000012 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 15 9 10 11 14 13 17 -8 -3 19 18 -13 23 21 22 24 29 -21 27 -27 -22 -9 -17
right_child=-2 2 3 -5 -6 -7 8 28 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.9847754471743428 -51.956106656215468 -3794.9557914530387 -1719.9794834236477 307.12286726893285 8073.409214508185 -19976.743196397776 -135812.65444972829 25782.115215064056 1051.3725098622838 4486.1698550725387 -70210.052111816403 -16338.692453835227 48633.952303059894 -58854.979461223324 -42757.373831380217 -33198.421380615233 -2049.8865185084546 -31225.801504629631 113478.501953125 102585.42050304879 2794.4348704268295 7279.4323936964938 200320.43187500001 -52695.501598837218 18158.707627467105 65151.481386566164 8154.3633330042667 -95264.365888671891 -38126.926203125004 6360.2998987184064
leaf_weight=1996917 2004014 1987 920 16043 4302 1051 23 845 41283 472 144 22 48 41 30 64 1637 27 21 41 41 167 20 43 38 64 826 25 25 2623
leaf_count=1996917 2004014 1987 920 16043 4302 1051 23 845 41283 472 144 22 48 41 30 64 1637 27 21 41 41 167 20 43 38 64 826 25 25 2623
internal_value=0 50.305 1237.4 -979.836 1965.47 -11455.1 1445.73 4852.62 762.425 -13644.1 -37682 -15587.4 6930.04 -11104.1 -83139.9 2660.04 4954.92 16864.3 47060.4 7856.46 15348.8 38038 89923.7 4502.73 61975.1 9035.73 12253 -34349.1 23945.6 5418.08
internal_weight=0 2.06979e+06 72873 18014 54859 1971 50557 8446 42111 828 356 212 159 111 53 7576 5589 70 43 3952 1222 266 99 2730 79 956 890 66 870 2687
internal_count=4073804 2069790 72873 18014 54859 1971 50557 8446 42111 828 356 212 159 111 53 7576 5589 70 43 3952 1222 266 99 2730 79 956 890 66 870 2687
is_linear=0
shrinkage=0.1


Tree=2523
num_leaves=31
num_cat=0
split_feature=0 4 0 6 6 6 3 1 1 3 0 3 6 1 6 5 1 3 6 3 4 7 6 6 1 1 6 5 3 3
split_gain=9.83314e+11 7.5984e+12 7.41999e+12 2.37408e+13 8.37389e+12 1.21266e+13 2.31937e+13 2.43908e+13 7.2056e+13 3.36758e+13 1.4435e+13 9.54972e+12 8.52035e+12 9.0032e+12 7.55152e+12 1.45185e+13 2.73614e+13 1.41766e+13 1.13726e+13 1.92434e+13 1.04296e+13 1.79569e+13 1.68829e+13 1.60827e+13 1.42867e+13 1.22129e+13 1.2103e+13 1.514e+13 1.82425e+13 3.35339e+13
threshold=54.94110555000001 35.500000000000007 54.943815050000005 108.05000000000001 92.02500000000002 87.015000000000015 1.5000000000000002 82.963919600000011 82.962856350000024 3.5000000000000004 54.942865800000007 2.5000000000000004 31.005000000000006 83.007653300000015 69.015000000000015 2.5000000000000004 82.962856350000024 8.5000000000000018 63.855000000000011 1.5000000000000002 16.500000000000004 6.0000000000000009 57.715000000000011 56.205000000000005 82.958608050000009 82.886781200000016 36.005000000000003 1.5000000000000002 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 -1 3 4 5 12 -7 8 9 10 -8 -12 -2 14 15 18 -17 -18 20 -20 21 22 24 26 -14 -25 -22 -28 29 -29
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 16 17 -19 19 -21 23 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=73.091284417250719 7664.4041313681173 -42461.607960146954 -15.613724078687358 107401.8409375 -21536.029493822891 -14957.44727648719 48011.531933060112 -34058.531069214878 58653.937587412591 -4974.9872507456193 -20258.410101677393 21420.289421820558 9874.6241387159316 14299.999103354818 -9396.0156930129269 -413.70784898666921 31436.15163143077 -15380.98453125 83922.918281250008 3398.4810967221474 24322.316950113425 -2283.675459357833 -18079.616293811414 -64200.637045454554 -8404.9092521450293 -7143.4596708653335 -6139.3507820138493 -11277.710084192962 793.27575942813655 60870.527682424152
leaf_weight=1301109 883 42 2739332 20 209 472 183 121 286 1184 68 287 532 323 1501 1907 470 75 40 115 319 18950 1486 55 2178 118 839 103 425 172
leaf_count=1301109 883 42 2739332 20 209 472 183 121 286 1184 68 287 532 323 1501 1907 470 75 40 115 319 18950 1486 55 2178 118 839 103 425 172
internal_value=0 71.7183 -33.656 -1516.92 -1582.33 -1456.31 5097.96 9544.26 12171.7 4451.67 25197.3 13436.8 -2015.41 -2304.09 -2487.23 -2113.99 5233.47 24993.4 -2825.19 24179 -2991.43 -3594.34 -9513.56 3879.47 -4816.45 -25283 6594.82 2920.31 13779 33847.7
internal_weight=0 1.30115e+06 2.77265e+06 33321 33301 33092 2601 2129 2008 1722 538 355 30491 29608 29285 27784 2452 545 25332 155 25177 23146 4196 2031 2710 173 1858 1539 700 275
internal_count=4073804 1301151 2772653 33321 33301 33092 2601 2129 2008 1722 538 355 30491 29608 29285 27784 2452 545 25332 155 25177 23146 4196 2031 2710 173 1858 1539 700 275
is_linear=0
shrinkage=0.1


Tree=2524
num_leaves=31
num_cat=0
split_feature=2 6 6 1 1 3 1 0 0 0 0 3 4 4 4 3 0 4 3 4 1 5 0 0 1 6 0 1 0 0
split_gain=1.02515e+12 5.92639e+12 1.92741e+13 2.89289e+13 3.09463e+13 4.71934e+13 2.88742e+13 3.43638e+13 2.70625e+13 4.20432e+13 2.29095e+13 4.15494e+13 9.16349e+13 4.2103e+13 4.23588e+13 2.7809e+13 2.20571e+13 2.06439e+13 1.92043e+13 4.39057e+13 4.90526e+13 5.67682e+13 3.69055e+13 2.53069e+13 3.40066e+13 2.52943e+13 2.52406e+13 1.89984e+13 4.49024e+13 5.26704e+13
threshold=3338.0000000000005 65.805000000000021 66.50500000000001 37.331232350000008 37.425454150000007 8.5000000000000018 37.343102500000008 55.858844800000007 55.721784200000009 59.764576050000009 43.687280500000007 8.5000000000000018 6.5000000000000009 9.5000000000000018 12.500000000000002 3.5000000000000004 53.20799465000001 9.5000000000000018 3.5000000000000004 8.5000000000000018 30.330566300000005 2.5000000000000004 59.856552950000008 59.990753350000013 30.084656550000002 66.010000000000005 59.939085000000013 39.908802000000009 56.904718250000009 56.228352100000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -7 -8 16 -10 11 12 15 -14 -15 -6 -3 -5 -11 20 22 -22 -20 24 -21 -24 -27 -4 29 -29
right_child=-2 2 27 4 10 6 7 -9 9 18 -12 -13 13 14 -16 -17 -18 -19 19 23 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=39.187502402999115 60.260441093643671 1652.2069384442261 144.89212596745867 23094.6021578125 16943.993136567053 1771.7106962316175 112636.52009047024 14628.686423972802 21860.563894386665 -26263.075099962865 -2789.8816898221612 -86075.556876264309 208541.77488064236 -44476.975781250003 154511.05220788045 -93912.632004310348 -42707.644830308236 -33506.447513804043 127477.20702148438 84001.409479166672 180014.47496189026 -22169.59738653274 -63397.570091145841 7595.4865004106005 -24010.97465135673 112533.09236505681 -35756.801985677084 -1726.2645180050438 -8842.5426503142317 4272.432341715531
leaf_weight=1900630 1667517 151 363612 125 103 68 106 54 412 729 17426 28 36 20 23 29 435 133 20 30 41 21 60 440 1027 22 24 95790 7415 17277
leaf_count=1900630 1667517 151 363612 125 103 68 106 54 412 729 17426 28 36 20 23 29 435 133 20 30 41 21 60 440 1027 22 24 95790 7415 17277
internal_value=0 -41.7595 -346.018 -3271.31 -1683.25 23210.6 56359.2 79558.9 -11719.4 -7663.89 -2368.14 28382.3 43571 128756 61958.5 -7410.87 -31277 -6083.46 -12702.9 -6836.16 38714.3 111533 2882.97 -12556.6 -20945.3 -20625.4 35164.5 -215.716 -1304.02 -809.644
internal_weight=0 2.40629e+06 505657 21563 18151 486 228 160 3412 2826 17665 239 211 79 43 132 586 258 2414 1685 188 62 126 1497 1057 106 46 484094 120482 113067
internal_count=4073804 2406287 505657 21563 18151 486 228 160 3412 2826 17665 239 211 79 43 132 586 258 2414 1685 188 62 126 1497 1057 106 46 484094 120482 113067
is_linear=0
shrinkage=0.1


Tree=2525
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 6 4 4 0 4 6 4 6 4 6 1 6 4 1 1 4 0 6 1 3 5 0 1 4
split_gain=1.01538e+12 1.40994e+13 4.70648e+13 1.01348e+14 7.33276e+13 6.65257e+13 3.6898e+13 3.50993e+13 4.56279e+13 3.18508e+13 4.38131e+13 3.42973e+13 4.2808e+13 2.94239e+13 2.80513e+13 5.29791e+13 3.95971e+13 6.2336e+13 1.07263e+14 2.55627e+13 2.52091e+13 2.46212e+13 3.21187e+13 2.2217e+13 2.13128e+13 2.04139e+13 2.01479e+13 1.87394e+13 1.85259e+13 3.28868e+13
threshold=56.760749800000006 56.791379400000004 60.549354600000008 60.620042600000012 75.605000000000004 60.770858000000011 78.010000000000005 28.500000000000004 25.500000000000004 56.782540950000005 4.5000000000000009 105.00500000000001 21.500000000000004 104.01000000000001 10.500000000000002 53.310000000000009 60.66055595000001 68.515000000000015 5.5000000000000009 60.307188350000011 52.419561900000012 23.500000000000004 56.782540950000005 31.705000000000002 60.571186450000006 12.500000000000002 2.5000000000000004 56.782540950000005 61.273924650000005 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 21 7 28 8 14 13 19 23 25 20 16 -16 27 -18 -19 -11 -2 -4 24 -12 -23 -13 -22 -5 29 -7
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 11 12 -14 -15 15 -17 17 18 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-26.27308812434833 -17170.966467147999 19.595537948762825 -4927.2855666159858 -5954.9097195929889 -48076.007073377143 6960.0666157158994 -73759.496641107253 -19504.783088268985 39308.529898088593 -2249.2206741402683 -12373.656168528207 -25870.444220662856 -107565.79694519044 76181.261349239867 12936.219756413158 -12075.378290704317 18118.834183268304 153814.75009375002 21631.448499840313 38388.065534418281 10694.380431193102 -49427.864738405675 25628.84109098179 4015.3920213373344 -17881.859583931473 80823.341051136376 27569.973505117377 14493.867714643304 -22545.867107928243 -14129.572488919966
leaf_weight=3190275 267 853235 3917 764 521 1662 81 397 529 219 933 97 64 74 2050 1443 1096 100 159 528 3085 312 127 7290 683 22 918 1084 540 1332
leaf_count=3190275 267 853235 3917 764 521 1662 81 397 529 219 933 97 64 74 2050 1443 1096 100 159 528 3085 312 127 7290 683 22 918 1084 540 1332
internal_value=0 94.8677 2214.92 -1318.32 -12361.1 4145.59 -7026.9 9444.53 11035.2 6612.03 3265.42 1202.96 -41614.9 13663.5 8801.58 2603.63 15560.7 28545.5 72667.5 26474.3 12580 -8668.41 -21729 2155.85 -27773.7 -6145.54 14564.4 6039.94 -5497.38 -2422.5
internal_weight=0 883529 30294 16797 5560 11237 3615 7622 7225 13497 9153 8406 183 4344 6696 3493 3203 1355 259 747 4270 5039 1122 8223 995 119 4003 1848 3534 2994
internal_count=4073804 883529 30294 16797 5560 11237 3615 7622 7225 13497 9153 8406 183 4344 6696 3493 3203 1355 259 747 4270 5039 1122 8223 995 119 4003 1848 3534 2994
is_linear=0
shrinkage=0.1


Tree=2526
num_leaves=31
num_cat=0
split_feature=6 3 5 3 3 1 0 4 3 2 0 1 4 3 2 1 0 1 0 0 4 3 5 2 1 0 0 1 4 5
split_gain=9.99541e+11 2.42008e+12 1.07716e+13 5.97293e+12 8.94066e+12 6.90989e+12 1.09994e+13 5.51478e+12 3.87772e+12 1.1772e+13 6.89515e+12 1.16956e+13 3.9991e+12 8.28486e+12 7.22013e+12 6.35583e+12 1.51428e+13 2.50337e+13 6.03799e+12 2.47615e+13 1.03826e+13 1.46739e+13 3.59527e+13 1.82568e+13 1.65188e+13 1.13184e+13 3.23207e+13 3.14436e+13 2.80095e+13 1.11672e+13
threshold=247.90000000000001 15.500000000000002 2.5000000000000004 17.500000000000004 20.500000000000004 38.948208550000011 45.063245050000006 22.500000000000004 11.500000000000002 3999.0000000000005 55.737027400000009 38.989878900000008 8.5000000000000018 6.5000000000000009 75.000000000000014 30.472130500000002 59.950512650000007 30.226173900000003 56.872182500000008 56.802121050000004 9.5000000000000018 7.5000000000000009 3.5000000000000004 451.00000000000006 42.186961750000002 55.743464250000009 55.676890650000011 43.997056950000008 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 7 -3 5 -5 -4 -7 8 12 10 11 -10 13 14 -2 16 17 -16 19 20 21 22 23 -14 -23 26 29 28 -27 -22
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 -13 18 -15 15 -17 -18 -19 -20 -21 25 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.3872991879259029 55510.696935096152 -65345.013032058188 27371.438187210646 76773.407315340912 -6038.9921752929695 -79318.014257812509 6505.5535400390627 50166.417000834153 76143.564808238632 68406.877209821425 -38022.396654485892 -22924.675736177887 -93799.42128182872 43791.242450420679 6973.3627772177424 3819.9437295050157 44845.101362748581 -127521.480375 15606.291766036185 -115918.63942382814 -18292.270120925539 92956.244709123886 -155576.57613636364 -3372.5920527495155 -23500.803636853452 173824.08061079547 -127801.14533203126 -27534.820886811754 19113.305695312501 9249.6038838949553
leaf_weight=4070611 26 29 27 22 32 28 32 24 22 35 31 26 27 52 31 1513 22 25 152 20 209 21 22 129 29 22 20 42 25 498
leaf_count=4070611 26 29 27 22 32 28 32 24 22 35 31 26 27 52 31 1513 22 25 152 20 209 21 22 129 29 22 20 42 25 498
internal_value=0 1768.6 -9840.8 1574.96 27699.4 -14640.2 -33545.4 2421.46 2039.38 20128.6 -1260.47 22481.6 1324.59 4502.53 3239.07 2384.86 -25452.2 -53069 -3037.25 -5700.61 -3589.16 -22455.2 -35900.7 -19023.4 25411.2 1682.22 -2438.52 35342.7 91531.1 1107.81
internal_weight=0 3193 170 141 54 87 60 3023 2999 114 79 48 2885 1669 1617 1591 78 56 1216 1064 1044 228 178 156 50 816 727 89 47 707
internal_count=4073804 3193 170 141 54 87 60 3023 2999 114 79 48 2885 1669 1617 1591 78 56 1216 1064 1044 228 178 156 50 816 727 89 47 707
is_linear=0
shrinkage=0.1


Tree=2527
num_leaves=31
num_cat=0
split_feature=4 6 2 0 4 6 7 0 0 6 6 0 0 1 2 0 6 0 1 1 1 6 1 0 4 0 7 3 6 1
split_gain=9.40328e+11 8.51229e+12 4.61214e+13 5.27842e+13 7.56601e+13 4.54988e+13 4.55415e+13 3.3727e+13 4.02612e+13 3.4871e+13 3.39677e+13 3.23416e+13 3.16568e+13 4.58556e+13 3.09411e+13 3.89043e+13 3.24255e+13 4.39712e+13 3.11016e+13 2.9408e+13 2.74247e+13 2.71114e+13 4.39204e+13 2.62725e+13 2.54418e+13 2.42875e+13 2.36722e+13 2.27225e+13 2.17013e+13 2.0478e+13
threshold=22.500000000000004 37.995000000000012 2691.5000000000005 55.768246800000007 24.500000000000004 34.010000000000012 6.0000000000000009 55.685785750000008 55.753967500000009 36.605000000000011 35.305000000000007 55.753967500000009 55.721784200000009 37.618684050000006 75.000000000000014 55.801384500000005 37.310000000000009 55.775215600000003 37.503969450000007 37.475446350000006 37.843405600000004 37.705000000000005 82.93515810000001 55.050541250000002 30.500000000000004 55.660117850000006 6.0000000000000009 21.500000000000004 37.505000000000003 37.442254400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 25 9 24 20 -2 -7 -14 15 16 17 -5 -18 -19 -10 -4 -23 -24 -9 -6 -11 -26 -8 -16
right_child=1 -3 21 14 7 6 28 8 10 26 -12 -13 13 -15 29 -17 18 19 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-14.576859897690831 13894.160365020878 401.42644162522265 -3791.9960196929578 -4825.8476949896694 2700.3259529456486 -15847.621688357916 57161.540290424091 -7928.2421698300532 -31726.709202223559 18440.605654389004 76129.959104429479 -48367.12130152926 177260.59400475546 -1637.4507915296053 -766.71911729702458 -6069.1584625926889 108412.96278125001 -20742.588730468749 -20379.503277343752 -103196.40442540323 55362.207044270835 2110.4856784530002 -54693.712071207468 5805.1868866309696 27394.867190597404 15145.705479650218 -32306.879109306559 -7614.6772507968872 17758.029446064345 10458.233420852859
leaf_weight=3730401 742 277303 22198 121 4085 214 679 1927 91 106 109 94 23 38 25692 2816 25 60 75 155 60 407 371 89 468 2545 692 307 176 1735
leaf_count=3730401 742 277303 22198 121 4085 214 679 1927 91 106 109 94 23 38 25692 2816 25 60 75 155 60 407 371 89 468 2545 692 307 176 1735
internal_value=0 158.349 -861.41 1072.41 6590.93 24580.1 37665 3187.02 -4378.6 -7198.94 33587.6 6893.49 2266.83 65815.9 -1150.18 -10372.9 -38169.9 -53047.4 11818.6 -80186 2878.16 -4469.56 -21817.5 -42988.5 -1774.47 7477.62 -25566 13526.6 49050.4 -56.6417
internal_weight=0 343403 66100 43035 12356 1966 1130 10390 3760 3500 260 836 275 61 30679 3252 436 336 100 215 151 23065 867 460 2702 6630 798 775 855 27427
internal_count=4073804 343403 66100 43035 12356 1966 1130 10390 3760 3500 260 836 275 61 30679 3252 436 336 100 215 151 23065 867 460 2702 6630 798 775 855 27427
is_linear=0
shrinkage=0.1


Tree=2528
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 0 5 6 6 4 6 3 1 4 6 4 6 6 6 6 6 4 0 6 4 3 3 6 1 6
split_gain=9.93054e+11 1.00336e+13 1.41236e+13 2.14182e+13 9.34753e+13 6.30832e+13 4.65969e+13 6.31832e+13 1.38017e+14 2.7713e+13 2.45231e+13 2.25098e+13 2.14273e+13 3.5416e+13 3.26077e+13 3.13698e+13 6.66923e+13 3.77648e+13 2.90926e+13 8.20803e+13 6.7564e+13 2.96168e+13 2.58139e+13 2.47162e+13 2.22593e+13 2.13432e+13 2.12834e+13 1.85942e+13 1.80986e+13 1.80339e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 16.500000000000004 82.948524700000021 55.02095400000001 2.5000000000000004 103.03500000000001 83.010000000000005 15.500000000000002 101.02000000000002 3.5000000000000004 82.948524700000021 23.500000000000004 156.15000000000003 24.500000000000004 81.02500000000002 84.00500000000001 106.49500000000002 97.020000000000024 118.04500000000002 19.500000000000004 55.02095400000001 91.02500000000002 17.500000000000004 14.500000000000002 4.5000000000000009 72.50500000000001 82.970388650000018 96.050000000000011
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 9 10 -7 8 -8 -3 -6 -12 13 18 -14 16 -15 27 19 23 21 -20 -22 -5 -21 -11 -24 -17 -4 -30
right_child=-2 2 28 12 5 6 7 -9 -10 25 11 -13 14 15 -16 17 -18 -19 20 24 22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=17.395976335113478 -42.083344508508326 2295.629706587742 -14744.90643667903 1484.1021962213683 26132.526101620802 55646.764624008909 62009.118778935182 15461.230013020835 399429.06921164773 38928.048048284742 -131710.07062500002 14873.15379971591 -8820.8271414344345 34128.655109126987 116362.69110863096 34031.472635211154 243728.76531250004 -12474.604766341743 199808.22818080359 -118510.2375 66222.271875000006 62679.503602430552 56386.204761904759 105494.96895380435 -42614.293878173834 -3511.0174764943681 -58398.146785714292 115686.70753288269 837.00524671163953 -61820.741915760867
leaf_weight=1667463 2359546 5780 772 3428 335 210 27 24 22 381 20 22 2273 63 21 217 20 218 28 59 38 36 21 23 112 172 70 32 32325 46
leaf_count=1667463 2359546 5780 772 3428 335 210 27 24 22 381 20 22 2273 63 21 217 20 218 28 59 38 36 21 23 112 172 70 32 32325 46
internal_value=0 57.9245 1502.09 4208.99 8074.13 43887.8 79570.9 148394 213504 4341.77 17101.9 -54928.4 149.971 4262.26 -7674.86 27985.5 84634.7 17917.2 842.139 -1173.67 38672.4 122673 -3002.43 2177.31 -68800.6 25728.2 -31909.5 44525.3 387.091 747.967
internal_weight=0 1.71426e+06 46795 13652 6993 660 283 73 49 6333 377 42 6659 4365 2294 550 83 467 3815 3622 193 64 129 3451 171 553 91 249 33143 32371
internal_count=4073804 1714258 46795 13652 6993 660 283 73 49 6333 377 42 6659 4365 2294 550 83 467 3815 3622 193 64 129 3451 171 553 91 249 33143 32371
is_linear=0
shrinkage=0.1


Tree=2529
num_leaves=31
num_cat=0
split_feature=0 0 6 6 5 6 6 3 7 6 2 4 4 6 0 6 4 7 1 5 6 5 4 1 0 4 7 4 1 6
split_gain=1.00209e+12 1.3693e+13 7.11785e+13 2.42282e+13 2.35568e+13 9.95441e+13 1.66858e+14 2.28505e+14 1.4517e+14 5.82063e+13 3.44107e+13 3.12327e+13 4.68665e+13 4.10102e+13 4.08556e+13 3.05952e+13 2.67822e+13 4.40626e+13 2.48117e+14 3.64301e+13 3.62936e+13 5.68691e+13 2.0105e+14 2.73088e+13 4.48871e+13 7.60131e+13 3.39982e+13 2.68517e+13 2.62226e+13 2.50599e+13
threshold=59.764576050000009 59.838047850000002 82.00500000000001 90.045000000000016 1.5000000000000002 50.410000000000004 53.705000000000005 10.500000000000002 6.0000000000000009 38.805000000000007 3338.0000000000005 21.500000000000004 23.500000000000004 57.715000000000011 59.825842200000004 47.420000000000009 7.5000000000000009 6.0000000000000009 30.509101000000005 2.5000000000000004 75.010000000000005 2.5000000000000004 15.500000000000002 30.205407000000005 59.825842200000004 12.500000000000002 6.0000000000000009 9.5000000000000018 30.624707450000006 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 4 -4 5 9 7 -7 -9 -2 15 16 14 -14 -13 -11 17 -6 -19 -20 23 22 -22 24 27 26 -26 -18 29 -15
right_child=1 -3 3 -5 11 6 -8 8 -10 10 -12 12 13 28 -16 -17 20 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-16.552207438527248 3730.4726859245893 -18.287532058135561 -30579.656000080351 -6588.2045387666049 -4981.6056232324991 12233.785855263159 -7720.1091972656259 123701.50961538462 446540.15187499998 -10722.798194604804 16544.195211648301 3379.5458763401002 25493.706330125093 -4567.7654178331313 -46520.287748975687 -50060.156536865237 30504.50039020041 -15712.211813210228 128980.70564516129 261749.14274193547 299640.24701704545 22565.459569824972 -28506.12511809593 5525.6012227166102 10439.906907519737 84623.214042387466 49224.131771603148 -8872.0398702885395 85507.292822265634 -57525.481560905617
leaf_weight=3665537 9731 376960 790 901 2545 57 150 26 30 3999 446 274 603 1013 409 208 230 275 62 31 33 651 43 6509 956 210 296 701 30 98
leaf_count=3665537 9731 376960 790 901 2545 57 150 26 30 3999 446 274 603 1013 409 208 230 275 62 31 33 651 43 6509 956 210 296 701 30 98
internal_value=0 148.61 2158.19 -17796.5 3297.55 446.42 61413.5 153184 296651 -668.315 -9867.67 6087.35 -4296.47 4399.82 -26501.9 -12667.7 8096.72 -304.846 32038.5 173237 10638.4 32121.7 113978 8883.92 18018.6 28947.9 19609.3 855.784 -6747.96 -9239.1
internal_weight=0 408267 31307 1691 29616 14647 263 113 56 14384 4653 14969 2427 1744 683 4207 12542 2913 368 93 9629 727 76 8902 2393 1462 1252 931 1141 1111
internal_count=4073804 408267 31307 1691 29616 14647 263 113 56 14384 4653 14969 2427 1744 683 4207 12542 2913 368 93 9629 727 76 8902 2393 1462 1252 931 1141 1111
is_linear=0
shrinkage=0.1


Tree=2530
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 6 6 4 6 0 4 4 6 5 4 7 6 6 5 3 4 3 4 0 5 6 3 4 6 6
split_gain=1.0515e+12 7.33675e+12 1.89682e+13 2.56338e+13 2.59939e+13 2.33934e+13 1.34248e+14 3.03461e+13 3.81762e+13 2.4975e+13 2.31485e+13 2.51704e+13 2.13866e+13 3.53299e+13 3.07918e+13 2.31711e+13 1.89879e+13 2.2929e+13 3.78275e+13 1.23323e+14 2.47473e+13 2.21757e+13 2.43915e+13 2.10288e+13 2.358e+13 2.62162e+13 2.22225e+13 3.30137e+13 2.06056e+13 3.29864e+13
threshold=30.226173900000003 30.205407000000005 8.5000000000000018 43.905000000000008 33.005000000000003 91.02500000000002 94.02500000000002 15.500000000000002 93.050000000000011 60.042359000000012 20.500000000000004 19.500000000000004 96.050000000000011 3.5000000000000004 18.500000000000004 6.0000000000000009 73.00500000000001 53.705000000000005 1.5000000000000002 7.5000000000000009 9.5000000000000018 2.5000000000000004 15.500000000000002 59.990753350000013 3.5000000000000004 102.04000000000001 4.5000000000000009 5.5000000000000009 87.395000000000024 81.02500000000002
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 16 4 10 9 7 -7 -9 -5 11 -4 14 -14 -8 -16 17 -3 19 20 -19 22 -18 -23 26 -26 -25 -28 29 -29
right_child=-2 2 3 5 -6 6 12 8 -10 -11 -12 -13 13 -15 15 -17 21 18 -20 -21 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=74.979773190671764 8.1460168623322993 -3658.1813852220107 11724.262049890574 10479.135021254995 -9922.9583267907055 -21424.670276988636 -26668.263937500004 -96662.301597377227 -249072.58087384258 -48181.010338365712 -3563.6654114744533 66402.867103313576 20499.950021701388 -42131.403490092343 184322.89904119319 35602.11296875 767.46062553327647 -68380.923724724256 -12196.028758464083 -204191.46122159093 39068.512526518723 26080.861643730841 -52143.123998235889 14118.279611091137 85955.740014648443 -26454.249169921877 85694.74609375 -40378.196560197539 -70126.072981178979 62265.435398065478
leaf_weight=84130 3971697 5823 307 3783 2678 22 25 42 27 74 626 116 279 133 22 20 293 34 2265 44 58 553 124 239 59 32 24 123 110 42
leaf_count=84130 3971697 5823 307 3783 2678 22 25 42 27 74 626 116 279 133 22 20 293 34 2265 44 58 553 124 239 59 32 24 123 110 42
internal_value=0 -316.859 -2150.61 1414.65 -4696.12 6559.18 -12350.3 -123694 -156301 9353.69 8647.5 26718.9 8802.61 281.576 61200.6 113503 -5110.11 -7048.76 -15271.7 -66495.6 -641.062 4860.78 -14966.1 11855.6 -650.942 46427 -8613.93 -26784.5 -36600.9 -14250.7
internal_weight=0 102107 17977 8154 3727 4427 570 91 69 3857 1049 423 479 412 67 42 9823 8224 2401 136 92 1599 417 1182 629 91 538 299 275 165
internal_count=4073804 102107 17977 8154 3727 4427 570 91 69 3857 1049 423 479 412 67 42 9823 8224 2401 136 92 1599 417 1182 629 91 538 299 275 165
is_linear=0
shrinkage=0.1


Tree=2531
num_leaves=31
num_cat=0
split_feature=6 4 4 6 0 0 0 0 1 0 0 0 0 6 0 1 4 1 1 3 3 3 6 0 6 3 0 3 4 0
split_gain=1.01129e+12 5.21991e+12 1.79807e+13 2.59037e+13 2.95421e+13 7.30207e+13 5.53685e+13 1.26848e+14 1.0646e+14 6.6418e+13 5.3244e+13 5.22552e+13 5.06531e+13 4.90478e+13 4.25266e+13 3.90096e+13 3.701e+13 7.21362e+13 4.75412e+13 6.02016e+13 3.95836e+13 5.74164e+13 3.82763e+13 3.91495e+13 3.63001e+13 6.90273e+13 3.48629e+13 3.90652e+13 3.46852e+13 3.38612e+13
threshold=42.005000000000003 18.500000000000004 22.500000000000004 85.020000000000024 55.043091000000011 55.026775150000006 55.759969450000007 55.737027400000009 49.195555600000006 55.743464250000009 55.775215600000003 55.753967500000009 55.039488700000007 112.00500000000001 55.812023600000011 49.111590500000005 20.500000000000004 82.956351500000011 38.948208550000011 18.500000000000004 12.500000000000002 7.5000000000000009 149.05000000000004 44.685196900000008 99.050000000000011 9.5000000000000018 44.878071950000013 15.500000000000002 21.500000000000004 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 -6 11 -10 13 -9 -7 -8 15 -12 17 18 19 -5 21 -18 23 28 -25 29 27 -22 -23 -26
right_child=1 2 -4 4 6 12 10 8 9 -11 14 -13 -14 -15 -16 -17 20 -19 -20 -21 26 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=68.96002143172781 19.850959378215848 -1790.0836440875232 171.52236836459537 38247.451327727897 9624.2974073637033 -65911.75060786806 -52858.289967712182 27408.166841912818 97263.246037009914 323463.2670605469 42940.359308808431 132062.38433657787 -9993.4720927308626 99243.638519021741 86.391083751412353 -4324.0252130998879 1124.825784515743 63913.657745002303 -15014.057851177518 -87728.722238372095 113124.53553125 -113979.28514278017 -60410.793071546061 24473.196937902117 160002.095983356 35304.089563983704 -8577.7567830845346 9224.9291902731402 57201.823203125008 62438.303880573148
leaf_weight=1397217 2307527 124187 225567 322 3151 290 271 219 27 25 464 61 367 23 7497 280 927 136 2738 43 50 29 38 340 92 233 1474 131 20 58
leaf_count=1397217 2307527 124187 225567 322 3151 290 271 219 27 25 464 61 367 23 7497 280 927 136 2738 43 50 29 38 340 92 233 1474 131 20 58
internal_value=0 -35.9981 -385.191 -1260.33 2147.34 -2875.92 5193.57 15818.8 74611.1 206013 857.561 50207.8 -34675.8 -40959.2 2349.38 25152.7 274.813 -7370.45 -10494.7 23406.4 7575.23 18119.8 37569.6 42392.5 48255 69366.8 -3491.8 37926.5 -44109.4 122277
internal_weight=0 2.67659e+06 369060 143493 19306 7288 12018 3483 332 52 8535 280 657 294 8241 744 6631 3239 3103 365 3392 1737 810 772 723 383 1655 181 49 150
internal_count=4073804 2676587 369060 143493 19306 7288 12018 3483 332 52 8535 280 657 294 8241 744 6631 3239 3103 365 3392 1737 810 772 723 383 1655 181 49 150
is_linear=0
shrinkage=0.1


Tree=2532
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 4 6 1 7 6 3 6 0 5 0 5 4 1 1 6 1 1 0 6 1 4 1 3 2 6
split_gain=1.223e+12 1.50518e+13 4.13426e+13 3.33884e+13 3.28544e+13 2.96439e+13 3.58136e+13 3.05957e+13 2.95215e+13 3.06389e+13 3.14778e+13 3.36655e+13 4.0615e+13 3.12805e+13 2.89325e+13 6.26685e+13 2.73983e+13 2.71218e+13 2.6726e+13 6.31698e+13 5.90558e+13 5.35711e+13 1.20017e+14 4.30318e+13 1.14779e+14 8.73728e+13 3.98744e+13 4.15437e+13 4.27101e+13 3.68771e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 60.305000000000007 30.260128500000004 23.500000000000004 44.205000000000005 30.157841000000001 6.0000000000000009 118.04500000000002 2.5000000000000004 82.905000000000015 44.601833250000006 1.5000000000000002 59.933037250000005 1.5000000000000002 21.500000000000004 30.157841000000001 37.503969450000007 81.02500000000002 37.475446350000006 37.488790500000007 55.834019500000004 66.50500000000001 37.475446350000006 23.500000000000004 37.563506350000004 19.500000000000004 75.000000000000014 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 3 5 -2 17 6 -3 -8 9 10 11 12 -6 -14 18 16 -16 -5 19 21 -21 23 -23 -10 -25 -26 27 28 -20 -28
right_child=1 2 -4 4 8 -7 7 -9 14 -11 -12 -13 13 -15 15 -17 -18 -19 26 20 -22 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=-29.726089926983065 235.96878999320177 -21033.94321571042 346.19468715157097 5732.1184962729121 116847.89089543271 104.72551821798291 66365.848678957773 8190.1940640688108 -8043.2772385262469 27809.423437942554 -2073.2590580576853 -41043.187922899939 -49558.010905175237 -7073.1634888706967 127764.40219254034 6569.1872274648604 19025.964136402028 -13495.404181776983 20103.228153374534 -31390.566754335348 -165165.39322916669 -124771.03374191812 1540.5710696781907 2567.3955185913819 -7039.9501536885255 143706.97371638371 -1729.8024391947886 -8800.8973511366585 -50434.185689518963 4190.3650840378468
leaf_weight=3147398 608162 421 148933 913 26 8035 91 13755 4709 331 68211 323 179 5445 62 3940 37 3734 2418 396 36 116 214 3392 61 104 36748 782 89 14743
leaf_count=3147398 608162 421 148933 913 26 8035 91 13755 4709 331 68211 323 179 5445 62 3940 37 3734 2418 396 36 116 214 3392 61 104 36748 782 89 14743
internal_value=0 100.992 947.478 -90.9484 -1443.37 4962.85 7698.89 8572.54 -1173.28 -2547.37 -2682.82 -9643.92 -7848.89 -8425.37 335.857 8543.69 87124.8 -9717.76 -183.692 -5225.02 -42538.5 -3349.8 -42859.9 -1772.45 6529.29 87976.3 647.142 11322.2 17599.1 -34.7289
internal_weight=0 926406 171235 755171 147009 22302 14267 13846 142362 74515 74184 5973 5650 5624 67847 4039 99 4647 63808 9028 432 8596 330 8266 3557 165 54780 3289 2507 51491
internal_count=4073804 926406 171235 755171 147009 22302 14267 13846 142362 74515 74184 5973 5650 5624 67847 4039 99 4647 63808 9028 432 8596 330 8266 3557 165 54780 3289 2507 51491
is_linear=0
shrinkage=0.1


Tree=2533
num_leaves=31
num_cat=0
split_feature=6 0 0 7 4 3 1 4 4 4 6 1 6 1 1 6 4 4 4 3 6 1 5 0 1 4 3 7 1 6
split_gain=1.10818e+12 6.64298e+12 2.87667e+13 2.55613e+13 6.10012e+13 2.35309e+13 1.66827e+13 1.67393e+13 5.21406e+13 4.38417e+13 2.4485e+13 2.117e+13 2.06181e+13 2.55983e+13 2.04378e+13 1.62296e+13 1.84022e+13 4.19103e+13 3.53452e+13 6.58554e+13 2.31032e+13 1.93362e+13 1.5595e+13 1.51004e+13 3.98766e+13 2.38443e+13 1.9443e+13 1.70991e+13 1.59993e+13 4.51031e+13
threshold=102.04000000000001 59.990753350000013 60.002985000000002 6.0000000000000009 16.500000000000004 13.500000000000002 30.362494150000003 11.500000000000002 9.5000000000000018 14.500000000000002 125.02000000000002 30.260128500000004 116.05000000000001 30.242318500000007 30.205407000000005 112.00500000000001 16.500000000000004 19.500000000000004 14.500000000000002 3.5000000000000004 138.05000000000004 30.323041000000003 4.5000000000000009 59.982409200000006 30.315889700000003 13.500000000000002 3.5000000000000004 6.0000000000000009 30.260128500000004 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 11 -9 12 -3 13 14 -11 22 18 -18 -17 -20 21 -21 -4 -2 28 26 -26 -27 -25 -30
right_child=1 2 15 4 5 -7 -8 9 -10 10 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=8.5781427327783231 -218.73048466087823 35252.700061035161 -7250.0430223231788 4188.6553898737984 -213714.40729166666 -79076.032875000004 -96292.592221467406 -133480.10942708334 157727.72010869568 19088.768829752604 91258.468929036462 -104052.13494140626 -84636.321294642868 57308.482541454083 -96693.206098790339 1210.3817338016056 64405.109700633089 5210.615765296523 -203316.81803385419 -53956.199507472833 -87606.952091733867 62214.095004111849 -53327.138504464288 26433.38064288404 -55540.873124999998 -125056.10809895834 70924.236504536282 -18288.1603125 198501.81304347829 29295.754125000003
leaf_weight=3966508 102193 24 1595 52 27 25 23 30 23 30 24 20 35 49 31 1744 145 683 24 23 31 38 77 166 20 30 31 30 23 50
leaf_count=3966508 102193 24 1595 52 27 25 23 30 23 30 24 20 35 49 31 1744 145 683 24 23 31 38 77 166 20 30 31 30 23 50
internal_value=0 -317.116 -3971.87 -29884.3 -72397.9 -148984 -14585.3 -7520.38 35712.8 -22076.3 -2300.47 -28067.7 -17786.1 3484.45 -39751.3 -1636.19 3175.68 15576.8 -2344.82 -55795.5 -17311.7 18412.2 -9372.01 -147.713 20587.9 -28941.4 21330.1 -71672.1 43591.1 82607.3
internal_weight=0 107296 4753 393 104 52 289 266 67 199 169 44 145 110 61 4360 2688 828 1860 116 92 61 1672 102543 350 111 51 60 239 73
internal_count=4073804 107296 4753 393 104 52 289 266 67 199 169 44 145 110 61 4360 2688 828 1860 116 92 61 1672 102543 350 111 51 60 239 73
is_linear=0
shrinkage=0.1


Tree=2534
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 1 0 6 5 7 5 1 0 4 6 1 0 6 1 6 1 4 6 0 4 3 6 6 6 3
split_gain=1.03516e+12 6.83684e+12 1.30264e+13 2.29626e+13 1.72611e+13 2.86544e+13 1.80993e+13 1.89681e+13 2.81715e+13 2.71128e+13 1.88502e+13 2.29639e+13 1.70492e+13 2.19775e+13 2.81501e+13 2.07491e+13 1.6735e+13 2.00906e+13 2.34231e+13 1.86052e+13 1.7917e+13 1.61719e+13 1.58661e+13 1.57374e+13 2.01191e+13 3.13891e+13 2.51268e+13 1.9791e+13 3.78217e+13 1.95343e+13
threshold=54.94110555000001 54.962581500000006 4.5000000000000009 1.5000000000000002 82.970388650000018 82.965501500000016 54.947759400000002 41.705000000000005 2.5000000000000004 6.0000000000000009 2.5000000000000004 82.975438000000011 54.947759400000002 16.500000000000004 53.005000000000003 82.966990000000024 54.944948950000004 41.005000000000003 82.975438000000011 48.005000000000003 82.962856350000024 16.500000000000004 51.405000000000008 54.945424150000001 11.500000000000002 5.5000000000000009 48.005000000000003 48.810000000000009 39.355000000000011 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 21 5 -4 7 -6 -9 -10 -8 -12 23 -14 -15 -16 -5 20 19 -19 -18 -2 -21 24 26 -26 -7 28 -25 -30
right_child=1 -3 4 16 6 12 10 8 9 -11 11 -13 13 14 15 -17 17 18 -20 22 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=73.584677433482838 -2610.9247486798849 4.31095910616712 -1750.3044040016186 -437.00859171110307 1217.9142824250866 1651.1792010060153 -11347.363104536351 -8501.5550168257578 -12547.098075470478 2592.9209422601562 45217.733055522425 -22261.414391196649 5914.0984860188564 17015.308818812086 152768.72991898149 50888.723905647581 -6573.8060873774466 13466.160673247683 -10160.337168363933 -3558.2618644941613 3840.7422844970952 44234.57827746417 6533.9510935171393 -8665.0477454974134 31252.725355953644 -2823.9792681984618 14305.45371006697 -5357.7933264276071 24737.471942734639 3449.3572883139968
leaf_weight=1301151 17754 2612784 53225 16909 9207 3164 3726 8378 1448 6459 131 82 1342 302 27 77 2981 3204 868 1880 3705 74 9088 1202 288 4401 3113 5108 891 835
leaf_count=1301151 17754 2612784 53225 16909 9207 3164 3726 8378 1448 6459 131 82 1342 302 27 77 2981 3204 868 1880 3705 74 9088 1202 288 4401 3113 5108 891 835
internal_value=0 -34.5318 -669.35 552.229 -1336.37 -521.439 -3384.71 -2409.9 -4460.95 -179.654 -9693.37 19239.8 2630.67 12081.5 32467.5 77338.3 1922.13 3758.21 5785.73 6762.39 -802.657 -2416.48 4804.07 1761.29 4224.85 -730.976 7926.91 -1600.51 4954.21 14438.8
internal_weight=0 2.77265e+06 159869 56463 103406 73975 29431 25492 16285 7907 3939 213 20750 1748 406 104 38635 21726 15040 14172 6686 17828 10968 19002 10966 4689 6277 8036 2928 1726
internal_count=4073804 2772653 159869 56463 103406 73975 29431 25492 16285 7907 3939 213 20750 1748 406 104 38635 21726 15040 14172 6686 17828 10968 19002 10966 4689 6277 8036 2928 1726
is_linear=0
shrinkage=0.1


Tree=2535
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 1 1 1 6 7 1 4 1 1 4 7 5 1 4 7 6 6 4 0 4 6 1 6
split_gain=1.0145e+12 1.18787e+13 4.0224e+13 3.55714e+13 3.59875e+13 3.25196e+13 3.43473e+13 3.15929e+13 4.22597e+13 3.35491e+13 7.31651e+13 3.67215e+13 5.98264e+13 3.12094e+13 3.09871e+13 3.0099e+13 4.85235e+13 3.42198e+13 2.96795e+13 2.96735e+13 2.94927e+13 4.28112e+13 3.09019e+13 2.92683e+13 2.86941e+13 2.80117e+13 2.71135e+13 2.38938e+13 4.03809e+13 4.00322e+13
threshold=59.764576050000009 58.08467765000001 10.500000000000002 30.472130500000002 38.405000000000008 108.05000000000001 37.897576350000001 30.362494150000003 30.452677500000004 30.410676000000006 44.010000000000012 6.0000000000000009 30.425503950000003 7.5000000000000009 30.330566300000005 30.472130500000002 9.5000000000000018 6.0000000000000009 2.5000000000000004 30.345769800000003 9.5000000000000018 6.0000000000000009 89.00500000000001 63.415000000000006 4.5000000000000009 59.699368850000006 16.500000000000004 80.030000000000015 30.370944000000005 91.02500000000002
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 7 4 -4 26 -7 14 9 13 -11 12 -12 27 20 16 25 -17 -19 -16 22 -22 -3 -23 -21 -10 -5 -9 29 -29
right_child=-2 2 3 5 -6 6 -8 8 15 10 11 -13 -14 -15 19 17 -18 18 -20 24 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3299376590941705 149.52836903261939 -5031.2629934977876 2911.1926736164564 1848.5521262203388 -31924.870478959518 -167463.76887500001 -13995.731473214288 1504.4482710828006 99294.901500000007 -3232.9739319205423 27658.746911957209 -24025.127121710528 84144.668257732788 -35429.173433593751 -136940.11176382212 -1079.3949516184475 -47940.83126867823 7183.5980002368133 40558.474636364859 -51810.10699079241 -8920.2566750919123 48366.133196824601 -51232.493918440654 199181.18852982955 2439.1987218835852 -7456.5355965861036 -14444.255658313208 31426.77262512207 45265.368291603751 -39649.467176925762
leaf_weight=3620913 408267 5099 406 2930 1100 25 35 3237 25 853 799 95 245 200 26 23082 332 1439 327 210 68 31 149 22 182 1465 1568 160 357 157
leaf_count=3620913 408267 5099 406 2930 1100 25 35 3237 25 853 799 95 245 200 26 23082 332 1439 327 210 68 31 149 22 182 1465 1568 160 357 157
internal_value=0 -16.6544 -1638.24 -9209.13 -22533.5 -4806.67 -77940.7 -447.633 755.171 8261.8 18913 35498.2 40914.5 3100.73 -7259.36 -962.602 -13368.7 -52.9127 13363.4 -33484.8 -5217.6 43593 -6343 110969 -26622.9 -5665.4 -3831.11 5071.07 22200.4 -3775.02
internal_weight=0 3.66554e+06 44624 6064 1506 4558 60 38560 32773 6103 1992 1139 1044 4111 5787 26670 1822 24848 1766 418 5369 121 5248 53 392 1490 4498 3911 674 317
internal_count=4073804 3665537 44624 6064 1506 4558 60 38560 32773 6103 1992 1139 1044 4111 5787 26670 1822 24848 1766 418 5369 121 5248 53 392 1490 4498 3911 674 317
is_linear=0
shrinkage=0.1


Tree=2536
num_leaves=31
num_cat=0
split_feature=6 5 3 3 2 0 0 0 0 4 4 4 4 0 0 3 0 4 0 3 2 6 0 0 0 0 3 0 7 0
split_gain=1.03046e+12 7.52309e+12 2.73926e+13 4.1442e+13 5.93981e+13 5.31567e+13 6.55956e+13 4.3032e+13 4.76468e+13 3.98343e+13 3.973e+13 5.23399e+13 4.72599e+13 7.56444e+13 8.12202e+13 5.38969e+13 4.71029e+13 4.64025e+13 4.41484e+13 1.5916e+14 4.31657e+13 6.45163e+13 5.37793e+13 3.47865e+13 7.84141e+13 6.41704e+13 6.1079e+13 4.10726e+13 5.37826e+13 3.38142e+13
threshold=118.04500000000002 3.5000000000000004 12.500000000000002 13.500000000000002 2691.5000000000005 45.015054600000006 45.063245050000006 56.838524800000009 56.520242650000007 16.500000000000004 15.500000000000002 20.500000000000004 12.500000000000002 50.596941950000009 56.791379400000004 9.5000000000000018 59.933037250000005 14.500000000000002 45.063245050000006 6.5000000000000009 3999.0000000000005 138.05000000000004 45.036141150000006 55.897267000000006 55.840017500000009 55.972700350000004 1.5000000000000002 56.818587550000011 6.0000000000000009 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 12 23 -2 15 -15 17 -16 20 -19 -20 21 22 -14 24 -12 -25 -27 28 29 -28
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 11 -13 13 14 16 -17 -18 18 19 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=5.8356141013165175 -2684.9961476407479 685.02984500581533 -28661.233169668692 2425.8894442262358 -32294.420624999999 110264.4416015625 54343.41426064312 154879.1982421875 -79414.231403142767 282406.38500000001 -15312.395943702562 2930.1226672457669 95136.679350897612 -23360.391833739115 48180.892688793501 -664.46687325418998 -17556.797092013887 69076.539309042011 27981.011637878419 364732.22950000002 -13769.139187500001 199219.94901713711 -76236.72609375001 -202396.81861413046 153264.48801618305 100207.91749526515 -6959.8637019230773 -26564.833615319294 56550.4169921875 -134221.23760871167
leaf_weight=4019687 15717 28484 108 3474 55 41 138 32 33 20 1898 1552 47 653 379 179 153 122 32 25 100 31 30 23 28 33 26 575 23 106
leaf_count=4019687 15717 28484 108 3474 55 41 138 32 33 20 1898 1552 47 653 379 179 153 122 32 25 100 31 30 23 28 33 26 575 23 106
internal_value=0 -433.456 -1676.34 6039.42 35438.5 57139.9 75772.1 48447.6 28530.5 166704 -3061.36 -11715.5 -948.862 14634.7 270.07 44709.1 29275.1 65695.8 103023 175679 33573.2 77408.7 28367.8 -20096.7 -12861.6 -37825.4 -32864.6 -38880.2 -84566.1 -109155
internal_weight=0 54117 25633 3901 427 319 264 203 171 61 21732 4264 17468 1751 1185 566 532 387 179 57 208 108 77 2712 1926 786 763 730 155 132
internal_count=4073804 54117 25633 3901 427 319 264 203 171 61 21732 4264 17468 1751 1185 566 532 387 179 57 208 108 77 2712 1926 786 763 730 155 132
is_linear=0
shrinkage=0.1


Tree=2537
num_leaves=31
num_cat=0
split_feature=4 3 3 0 6 6 6 1 6 6 6 6 5 1 1 6 6 0 2 0 0 0 6 6 4 1 0 0 0 3
split_gain=9.94021e+11 1.27993e+13 1.75113e+13 5.42178e+13 5.06544e+13 4.58993e+13 8.87238e+13 5.47558e+13 5.87238e+13 3.56738e+13 5.95792e+13 4.65577e+13 1.73252e+13 3.1028e+13 3.78763e+13 2.12597e+13 1.97565e+13 2.53702e+13 1.87376e+13 2.58715e+13 1.7596e+13 1.70465e+13 1.92154e+13 2.77534e+13 5.15913e+13 5.72936e+13 7.05263e+13 4.20732e+13 4.20706e+13 3.25509e+13
threshold=16.500000000000004 6.5000000000000009 7.5000000000000009 43.687280500000007 74.615000000000009 60.605000000000011 67.91500000000002 39.873894000000007 44.820000000000007 110.01500000000001 95.045000000000016 84.810000000000016 2.5000000000000004 37.290808600000013 37.488790500000007 120.05000000000001 122.65000000000002 47.267650700000011 5972.5000000000009 56.818587550000011 56.850115550000005 45.055912800000009 128.05000000000004 105.00500000000001 17.500000000000004 30.277905650000005 59.825842200000004 47.245981600000007 55.030407050000001 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 3 5 -5 7 -7 8 -3 10 11 -8 13 20 -15 -14 -17 -18 -16 -20 -6 -2 23 -23 25 -25 27 -27 -26 -29
right_child=1 2 -4 4 12 6 9 -9 -10 -11 -12 -13 15 14 18 16 17 -19 19 -21 -22 22 -24 24 28 26 -28 29 -30 -31
leaf_value=-26.799245594872243 3674.0448506058924 -33284.355202765219 0.50686084223991323 -297.98368843738115 81741.285984848495 -160430.10479452056 -46852.24355837264 -89829.921598011366 94142.131714221032 97097.825000000012 -162060.73909715223 129087.51919642858 -5856.5828315597064 -114488.28631184896 -29378.024233484211 -103770.6365625 54211.796875 -36067.330348165757 -14361.24574328271 84682.896941964282 2059.1980889292813 397.04915248646643 -12841.97351091173 -115301.77944711538 -20778.607821411133 98921.199958881596 154416.71323138298 11759.617193623895 9399.0762328828005 73391.646625000008
leaf_weight=3147398 17792 76 619547 39726 33 73 53 55 69 21 31 21 5564 48 797 35 36 230 107 35 173 237348 1080 26 600 76 47 599 2008 100
leaf_count=3147398 17792 76 619547 39726 33 73 53 55 69 21 31 21 5564 48 797 35 36 230 107 35 173 237348 1080 26 600 76 47 599 2008 100
internal_value=0 91.0485 -140.923 -1997.99 -1684.94 -38704.3 -72706.3 -4872.25 27353.1 -21882.2 -45678.2 3076.61 -9491.45 -20476.8 -27844.5 -7256.92 -33142.3 -23849.1 -23415.4 10051 14823.8 686.645 466.904 526.594 9423.35 30850.1 35473 28259.6 2456.36 20576.8
internal_weight=0 926406 666730 47183 46784 399 199 200 145 126 105 74 7058 1193 987 5865 301 266 939 142 206 259676 241884 240804 3456 848 822 775 2608 699
internal_count=4073804 926406 666730 47183 46784 399 199 200 145 126 105 74 7058 1193 987 5865 301 266 939 142 206 259676 241884 240804 3456 848 822 775 2608 699
is_linear=0
shrinkage=0.1


Tree=2538
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 6 0 6 0 0 6 7 4 6 4 0 0 6 4 3 4 6 0 6 6 6 5 6
split_gain=1.02736e+12 1.49739e+13 5.15822e+13 4.30818e+13 5.00262e+13 2.10332e+13 7.84163e+13 4.8128e+13 3.42502e+13 3.14559e+13 2.50544e+13 3.41041e+13 4.24803e+13 4.20716e+13 2.30598e+13 2.05782e+13 1.98397e+13 2.02672e+13 4.80485e+13 1.81147e+13 1.75415e+13 1.74617e+13 1.70442e+13 2.18994e+13 2.11609e+13 3.80122e+13 1.67679e+13 1.66581e+13 1.56779e+13 2.54333e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 6082.0000000000009 61.511492200000006 61.335446300000008 55.111813300000001 189.00000000000003 55.193450100000007 89.00500000000001 55.123213100000008 55.161746650000005 142.05000000000004 6.0000000000000009 22.500000000000004 75.010000000000005 6.5000000000000009 63.565651350000003 57.205086850000008 91.02500000000002 2.5000000000000004 13.500000000000002 22.500000000000004 101.02000000000002 55.173955500000005 98.020000000000024 88.00500000000001 101.02000000000002 2.5000000000000004 56.010000000000012
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 5 27 16 26 -1 9 8 10 -7 19 13 22 -12 21 20 -4 18 -18 -8 -6 -15 24 -24 25 -13 -5 -3 29 -22
right_child=-2 2 3 4 15 6 7 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.9723514243123663 86.475151341397407 -12731.75574926282 1990.4067559576779 -21795.206635699757 8248.5219464677666 -16515.177760247196 -2057.7197132192296 150420.8828804348 -1261.768873710768 -125473.86139662001 13519.965845454595 26912.398614721507 -82633.406760817321 52957.550332541869 19709.826147384647 -24877.296893026825 -1329.1337074042581 -38452.320723860234 48025.817854817709 -75029.240982142859 -5886.5470825635639 121012.66449854651 -3907.5836292971617 -80434.424967447922 8466.4545305606862 174360.04125000001 -102747.61790865386 -85227.230202484134 3902.5836449776139 -37946.694284966157
leaf_weight=2935564 1027379 3335 29644 1611 1234 1419 1214 23 4781 27 1530 139 52 306 215 441 52105 146 198 35 4453 43 341 42 5629 20 26 32 1558 262
leaf_count=2935564 1027379 3335 29644 1611 1234 1419 1214 23 4781 27 1530 139 52 306 215 441 52105 146 198 35 4453 43 341 42 5629 20 26 32 1558 262
internal_value=0 -29.163 -1264.6 -818.148 -7162.27 10.6225 3647.57 5881.2 5649.48 -18549.7 9103.66 11086.9 7372.33 22125.9 45471.9 -3883.6 -77.4222 -1246.15 -1142.29 -4102.56 -2650.32 61342.6 8130.77 -12299.6 9482.67 45459.3 -23081 -13420.8 -4794.29 -7668.04
internal_weight=0 3.04642e+06 95045 91678 9585 2.95138e+06 15816 14370 14347 1446 9566 8317 6223 2094 564 7948 82093 52449 52303 1249 7507 349 6171 383 5788 159 1637 3367 6273 4715
internal_count=4073804 3046425 95045 91678 9585 2951380 15816 14370 14347 1446 9566 8317 6223 2094 564 7948 82093 52449 52303 1249 7507 349 6171 383 5788 159 1637 3367 6273 4715
is_linear=0
shrinkage=0.1


Tree=2539
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 1 1 0 6 4 4 6 1 1 1 6 6 1 4 1 4 6 3 1 6 1 0 6 4
split_gain=1.08822e+12 1.36778e+13 4.55558e+13 2.8126e+13 5.38594e+13 5.49274e+13 3.81618e+13 5.44481e+13 4.86738e+13 2.20872e+13 2.02813e+13 1.95858e+13 3.53395e+13 2.28338e+13 3.2756e+13 1.84808e+13 1.88656e+13 1.78213e+13 1.7848e+13 1.77311e+13 1.768e+13 3.09679e+13 1.65447e+13 1.59878e+13 1.57728e+13 2.66557e+13 1.562e+13 2.02836e+13 2.19297e+13 1.49164e+13
threshold=56.760749800000006 56.520242650000007 26.500000000000004 60.571186450000006 60.307188350000011 48.411058050000008 60.66055595000001 60.636764050000004 56.638205000000006 106.49500000000002 30.500000000000004 5.5000000000000009 70.50500000000001 37.234509300000006 47.800771000000005 38.782330450000011 53.705000000000005 78.010000000000005 60.516422150000004 10.500000000000002 47.899251850000006 3.5000000000000004 70.00500000000001 1.5000000000000002 37.618684050000006 75.605000000000004 60.770858000000011 56.685611200000004 79.015000000000015 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 11 7 -5 -8 23 -4 12 15 -13 24 -3 -17 -6 -19 -16 -14 -22 -7 -10 25 -15 -25 -28 -29 -26
right_child=-2 2 10 6 17 22 8 -9 9 -11 -12 13 20 14 19 16 -18 18 -20 -21 21 -23 -24 26 29 -27 27 28 -30 -31
leaf_value=-2.0058656374560253 98.211428810274768 -9663.1451704466617 100206.22438926093 -12365.107337943364 16071.645341226878 -15764.772862805819 -26037.688720646678 -61588.62767791748 7943.7593750766582 -78226.064239336993 6928.7018702326595 11674.792525932306 14580.940667082463 -31075.126879882813 -1621.120239797704 -83.587999430620755 8789.1154430688348 111738.30899414062 25502.270501302086 -17317.524500159063 144522.15171740303 28681.223703894153 -51305.811224322555 4904.2782451012217 -19336.397793399388 -163335.4190625 445.74795331793575 -10330.502611242176 -55831.935497606981 62218.051902173916
leaf_weight=3143735 883529 1478 63 1839 1210 1558 865 256 1677 37 37 1039 979 64 13889 9516 3203 40 60 759 29 113 143 1835 900 20 2482 2315 111 23
leaf_count=3143735 883529 1478 63 1839 1210 1558 865 256 1677 37 37 1039 979 64 13889 9516 3203 40 60 759 29 113 143 1835 900 20 2482 2315 111 23
internal_value=0 -27.1991 -1728.98 -1874.16 -469.061 -1242.08 -6184.48 -18380 -3443.69 -1132.72 65693.5 -311.634 2270.59 -2681.02 -3633.79 920.898 2150.81 19424.7 59996.7 -2434.44 19363.8 52338.9 -18752.6 -793.952 -21079.7 -62565.7 -2967.04 -5909.97 -12412.4 -17304.2
internal_weight=0 3.19028e+06 46540 46440 35023 33713 11417 2095 9322 8457 100 32012 15318 16694 15655 14197 12719 1310 100 14648 1121 142 1701 8420 1007 84 6743 4908 2426 923
internal_count=4073804 3190275 46540 46440 35023 33713 11417 2095 9322 8457 100 32012 15318 16694 15655 14197 12719 1310 100 14648 1121 142 1701 8420 1007 84 6743 4908 2426 923
is_linear=0
shrinkage=0.1


Tree=2540
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 1 4 4 1 4 0 4 6 1 0 1 7 0 6 5 6 4 6 6 4 6 6 4 6 0
split_gain=1.0494e+12 2.3513e+13 1.00977e+14 8.61003e+13 2.00181e+14 2.16595e+14 2.43597e+14 1.66684e+14 9.69721e+13 8.66963e+13 8.14051e+13 1.13583e+14 7.87382e+13 7.25754e+13 1.95873e+14 3.78159e+14 1.53857e+14 8.48726e+13 1.55747e+14 7.5072e+13 8.53844e+13 7.84088e+13 1.06003e+14 1.42739e+14 7.50483e+13 6.94239e+13 1.54153e+14 1.46546e+14 6.16589e+13 5.33084e+13
threshold=60.571186450000006 60.636764050000004 56.782540950000005 56.83050475000001 9.5000000000000018 60.605526900000008 11.500000000000002 13.500000000000002 60.590708550000009 27.500000000000004 56.818587550000011 10.500000000000002 95.045000000000016 60.605526900000008 56.838524800000009 60.590708550000009 6.0000000000000009 56.838524800000009 60.005000000000003 2.5000000000000004 80.030000000000015 7.5000000000000009 105.00500000000001 114.05000000000001 11.500000000000002 118.04500000000002 105.00500000000001 9.5000000000000018 79.015000000000015 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 29 -10 -6 -12 -8 14 15 16 25 18 -15 20 -17 -21 -23 -24 -25 26 -5 -28 -2 -9
right_child=1 -3 3 13 5 -7 7 8 9 -11 11 -13 -14 17 -16 19 -18 -19 -20 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-34.336491334818781 -7424.8525629913856 -21.994333552404406 -4738.8307866558289 34036.494847728587 58425.767247817101 5769.8489669538167 -11758.972459874993 4476.3432623071531 59191.129599229389 6679.876147261577 106860.88485533794 285324.41655159887 -124066.01987511004 6276.5589770779079 1053.875268303555 -30978.104563599645 316309.24062500003 3094.1459799224026 80326.865902202568 -14699.19731465081 131130.8392755682 -100691.0060681613 195438.26907327588 -219504.18423295455 -11230.140621383103 -88091.912059294875 430130.02750000008 47316.34473632813 -50609.877487707272 36613.874867568738
leaf_weight=2794702 6278 1216800 7509 459 272 8500 517 1307 1497 398 209 43 71 900 15332 2107 21 14244 415 247 33 530 29 22 81 39 20 20 349 853
leaf_count=2794702 6278 1216800 7509 459 272 8500 517 1307 1497 398 209 43 71 900 15332 2107 21 14244 415 247 33 530 29 22 81 39 20 20 349 853
internal_value=0 75.0216 1969.81 3358.76 8378.18 15585 31731.5 24437.2 31652.3 48162.4 96363.9 137313 -25319.9 277.766 -3879.35 -24842.8 50766.7 5338.23 29646 -38705 -28478.3 -62781 -80720.9 -538.058 -55715.9 40401.7 50444.2 238723 -9699.12 17167.7
internal_weight=0 1.2791e+06 62302 55675 21176 13667 5167 4643 4055 1895 524 252 588 34499 18940 3608 559 15559 1315 3049 2140 909 662 132 103 538 499 40 6627 2160
internal_count=4073804 1279102 62302 55675 21176 13667 5167 4643 4055 1895 524 252 588 34499 18940 3608 559 15559 1315 3049 2140 909 662 132 103 538 499 40 6627 2160
is_linear=0
shrinkage=0.1


Tree=2541
num_leaves=31
num_cat=0
split_feature=6 2 3 3 0 4 1 5 1 1 1 1 1 7 5 0 0 4 4 0 4 6 4 4 4 0 1 1 0 1
split_gain=1.17327e+12 6.39144e+12 1.74398e+13 3.90723e+13 3.51547e+13 7.68153e+13 5.43185e+13 4.26096e+13 3.18118e+13 3.12368e+13 4.78328e+13 3.64489e+13 8.14933e+13 5.35147e+13 3.52984e+13 5.9169e+13 4.27701e+13 3.49733e+13 3.33777e+13 3.37912e+13 6.47295e+13 7.69723e+13 3.23418e+13 3.19857e+13 1.46085e+14 6.01269e+13 9.84589e+13 5.81996e+13 8.43844e+13 3.0878e+13
threshold=102.04000000000001 2599.0000000000005 9.5000000000000018 10.500000000000002 56.342669500000007 17.500000000000004 53.252814850000007 3.5000000000000004 37.234509300000006 37.649344350000007 38.066230450000006 39.178027400000005 39.231261550000006 6.0000000000000009 3.5000000000000004 55.676890650000011 55.660117850000006 3.5000000000000004 11.500000000000002 51.707269950000004 8.5000000000000018 116.05000000000001 8.5000000000000018 21.500000000000004 20.500000000000004 55.812023600000011 37.46219940000001 37.46219940000001 55.710673100000008 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 6 7 -6 -4 14 -11 13 18 -12 15 16 -2 -17 19 20 -13 -22 -21 24 -19 27 -27 28 -25 -14
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 11 12 29 -15 -16 17 -18 23 -20 22 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=8.8264803088535864 5611.7165711043444 -598.14229141444923 -118349.59944490132 -2044.7729750561621 267405.26531250001 -39685.723166232638 -11228.061888586957 86228.004857646098 -22975.831590795846 21870.103314994307 -7863.8936334754417 50594.243773854963 -52231.410030570652 -94308.31955597311 7666.8805923395284 40963.244906038854 131587.53426339288 -30900.537491571333 11223.862133620691 69215.79738281251 82580.147049753286 305875.05018028844 -88398.429619565228 -5735.6768624441975 -286040.55519701092 132307.16641120912 -98458.935576923075 68118.609500000006 -270915.43809523812 2136.7931388975444
leaf_weight=3966508 719 95454 38 3036 25 54 23 27 439 1943 766 131 115 79 1832 74 28 924 145 30 38 26 23 28 23 64 26 25 21 1140
leaf_count=3966508 719 95454 38 3036 25 54 23 27 439 1943 766 131 115 79 1832 74 28 924 145 30 38 26 23 28 23 64 26 25 21 1140
internal_value=0 -326.296 1864.95 -3893.35 127.672 51255.9 116734 173332 -30573.7 4422.48 10107.8 940.491 9598.75 -15945.7 -2277.86 -11707.9 10333.7 -25602.4 49336.9 71620.8 90864.8 173294 817.171 -30036.1 -37097.2 10737 65641.4 -56038.6 -119384 -2845.15
internal_weight=0 107296 11842 3642 3165 129 75 52 477 8200 4436 2493 1648 845 3764 1932 747 1185 393 248 195 64 53 1111 947 164 90 74 49 1255
internal_count=4073804 107296 11842 3642 3165 129 75 52 477 8200 4436 2493 1648 845 3764 1932 747 1185 393 248 195 64 53 1111 947 164 90 74 49 1255
is_linear=0
shrinkage=0.1


Tree=2542
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 6 0 4 0 6 0 4 2 0 0 4 4 0 5 0 6 0 5 4 3 6 0 6 6 3
split_gain=1.08537e+12 8.61291e+12 4.74288e+13 8.50339e+13 9.75535e+13 7.68843e+13 8.53033e+13 5.37288e+13 6.64129e+13 8.64732e+13 5.96681e+13 4.06935e+13 3.92644e+13 6.512e+13 2.82606e+13 3.93913e+13 1.14826e+14 5.49798e+13 4.33121e+13 3.45483e+13 3.22463e+13 3.0728e+13 3.67715e+13 2.53639e+13 4.42114e+13 3.98059e+13 9.73184e+13 4.35926e+13 2.40672e+13 2.28901e+13
threshold=10.500000000000002 38.989878900000008 38.977585500000011 45.125532050000011 90.045000000000016 122.65000000000002 45.047736150000013 18.500000000000004 45.067157700000003 114.05000000000001 45.029425500000009 23.500000000000004 915.50000000000011 55.193450100000007 45.067157700000003 19.500000000000004 23.500000000000004 45.029425500000009 1.5000000000000002 45.063245050000006 52.990000000000002 45.085557650000005 2.5000000000000004 16.500000000000004 7.5000000000000009 84.810000000000016 45.040161900000008 76.605000000000004 67.00500000000001 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 4 14 7 11 8 9 10 -6 -7 13 -3 15 23 19 -18 -19 20 -17 28 -23 24 -4 27 -27 -25 -16 -20
right_child=1 12 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15 21 16 17 18 29 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=39.942878132931405 98.149780495898412 206078.29343750002 49208.677214155861 -27749.110529319554 -17262.433657786885 164145.82401147962 -107747.23507133152 -87747.746363525395 -56123.80587547912 -136897.81203703705 112679.8200988043 -2235.1699776785713 -320.5872523438868 21296.238508104758 8215.8288253665232 2865.6011337980217 -39864.838465973269 25666.905396779381 72248.120330707097 81756.999348958343 -62681.351681227308 13402.267541742785 57842.875860821761 49128.616160450918 -1479.2749117187502 -14893.097916666666 282855.83773777174 -56075.306919642855 -20464.379139604 178292.69089673914
leaf_weight=2547999 754098 20 318 584 61 49 23 160 213 27 84 21 764752 411 898 109 83 336 177 24 241 1349 216 633 375 21 23 42 434 23
leaf_count=2547999 754098 20 318 584 61 49 23 160 213 27 84 21 764752 411 898 109 83 336 177 24 241 1349 216 633 375 21 23 42 434 23
internal_value=0 -66.7021 171.598 8661.32 12241.1 -24702.4 59333.6 -39042.5 -18801.3 27417.8 58014.5 114232 -303.582 29870.8 16686.5 24699.4 9438.33 35870.7 47598.4 -34309.3 -42268.2 10034.5 19535.9 35431.9 21780.1 48590 140748 42582.6 -1128.92 84443.2
internal_weight=0 1.5258e+06 760622 6524 5940 638 93 545 385 172 145 70 765183 431 5302 2405 993 619 536 374 350 2897 1565 1412 693 719 44 675 1332 200
internal_count=4073804 1525805 760622 6524 5940 638 93 545 385 172 145 70 765183 431 5302 2405 993 619 536 374 350 2897 1565 1412 693 719 44 675 1332 200
is_linear=0
shrinkage=0.1


Tree=2543
num_leaves=31
num_cat=0
split_feature=2 4 0 4 1 6 5 1 6 0 4 0 0 0 1 6 1 6 0 1 1 1 6 1 6 6 7 0 1 7
split_gain=1.05292e+12 5.88085e+12 6.9842e+12 5.70821e+12 1.42635e+13 2.67478e+13 1.31228e+13 1.76613e+13 1.99308e+13 1.20764e+13 1.20375e+13 5.34291e+13 9.92618e+13 1.93167e+14 1.08106e+14 1.01218e+14 8.16135e+13 8.07336e+13 6.061e+13 2.7764e+14 7.66482e+13 1.23957e+14 1.01485e+14 5.88067e+13 8.23043e+13 1.41135e+14 5.26951e+13 5.19849e+13 4.65691e+13 1.30354e+14
threshold=3129.5000000000005 34.500000000000007 56.802121050000004 16.500000000000004 86.020047450000007 105.00500000000001 5.5000000000000009 38.958307950000012 168.45000000000002 55.622114900000007 15.500000000000002 59.990753350000013 59.933037250000005 59.939085000000013 30.425503950000003 54.010000000000012 30.242318500000007 87.395000000000024 59.905532300000012 30.370944000000005 30.425503950000003 30.438492500000006 106.49500000000002 30.303340300000002 81.02500000000002 92.02500000000002 6.0000000000000009 59.950512650000007 30.345769800000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -5 9 -9 -8 -1 12 18 14 15 -14 26 -17 -12 -20 -21 -22 -23 -13 28 -26 -15 -28 29 -25
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 23 13 16 -16 17 -18 -19 19 20 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-57.696951067114952 60.62190934688055 -65294.15203125 -5742.0502472565058 196.84422635543822 12696.115231253249 130964.33988281252 58895.822389914771 -9713.7480761718743 -144880.03170572917 -32945.121065167681 -1011.3027267597274 -1051.5149606294972 -34730.347432295537 37059.335797435931 41339.802798542936 -108341.90822125779 -11073.488747397689 88271.006924715912 173257.13200284092 55317.541772666096 -125845.26483422257 -3858.7100177143898 187369.88014547413 25082.613069230305 151781.78211250002 8966.3190259576622 13305.940572916668 -194830.36031250001 4086.1416085226492 213406.76485351563
leaf_weight=1424685 1843866 20 1285 648153 436 20 22 20 24 41 145043 2267 589 578 113 412 3027 22 110 238 82 645 29 453 125 155 30 20 1254 40
leaf_count=1424685 1843866 20 1285 648153 436 20 22 20 24 41 145043 2267 589 578 113 412 3027 22 110 238 82 645 29 453 125 155 30 20 1254 40
internal_value=0 55.8725 -6654.73 -46.259 203.5 17883.3 191.063 -34826.5 -83440.8 -873.68 -148.81 -985.028 -1297.95 -15461.5 -51478.6 -61731.3 -4267.19 -98375.4 -833.633 22508.5 5826.08 -9754.57 4369.23 10014.3 22390.3 72723.2 28539.6 -69948.6 14323.2 40362.5
internal_weight=0 1.84517e+06 1305 2.22863e+06 648716 456 648260 107 44 63 1.57992e+06 155232 150938 4791 1136 1023 3655 434 146147 1104 994 756 674 4294 2027 280 628 50 1747 493
internal_count=4073804 1845171 1305 2228633 648716 456 648260 107 44 63 1579917 155232 150938 4791 1136 1023 3655 434 146147 1104 994 756 674 4294 2027 280 628 50 1747 493
is_linear=0
shrinkage=0.1


Tree=2544
num_leaves=31
num_cat=0
split_feature=0 0 1 4 0 4 6 7 1 0 4 1 6 0 6 4 4 1 1 6 5 6 3 6 4 3 6 4 6 7
split_gain=1.02464e+12 9.40414e+12 3.05393e+13 1.09011e+14 6.28785e+13 1.08528e+14 6.43836e+13 6.28482e+13 6.08942e+13 9.06684e+13 1.00692e+14 9.63461e+13 7.65717e+13 7.16292e+13 1.29943e+14 9.29251e+13 9.32954e+13 2.15701e+14 1.63524e+14 1.49467e+14 1.31478e+14 1.28125e+14 1.10493e+14 7.53504e+13 7.01947e+13 6.99052e+13 8.79155e+13 1.70344e+14 6.80291e+13 6.3658e+13
threshold=59.963561900000009 59.91832440000001 30.425503950000003 20.500000000000004 59.933037250000005 21.500000000000004 100.05000000000001 6.0000000000000009 30.362494150000003 59.950512650000007 4.5000000000000009 30.370944000000005 64.015000000000015 59.939085000000013 70.50500000000001 6.5000000000000009 11.500000000000002 30.370944000000005 30.370944000000005 82.00500000000001 1.5000000000000002 62.995000000000012 6.5000000000000009 37.995000000000012 4.5000000000000009 3.5000000000000004 86.030000000000015 8.5000000000000018 116.05000000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -5 -7 -4 24 10 12 -11 -10 15 -15 -12 18 -18 25 20 21 22 -20 -24 29 -17 -27 -28 -21 -3
right_child=-2 2 3 4 -6 6 -8 -9 9 11 13 -13 -14 14 -16 16 17 -19 19 28 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-8.847881240966327 -216.6686873397434 19464.504201714994 -4095.5670647531388 -86492.576372456737 29745.491638131429 3101.271701887852 139523.53930921052 -26178.656613112355 24455.182187670332 -178317.22078598486 -8775.8104955505587 -6056.008786364383 -58742.748298261096 10727.114880264948 70461.80864284659 30969.286157226565 -113408.34575674019 14606.959361782196 -17886.198019050149 -50426.007006766384 55102.395472752483 -212165.18727678573 -74773.559237557871 108226.58598958334 -451.00070348172562 129411.66885396736 167038.04516469594 -127235.43854166668 111543.94419642858 -24458.759325908653
leaf_weight=3801237 207164 2983 9189 139 1404 386 38 1499 172 33 1445 2015 310 805 665 200 153 942 476 351 954 28 27 135 40282 294 37 42 28 371
leaf_count=3801237 207164 2983 9189 139 1404 386 38 1499 172 33 1445 2015 310 805 665 200 153 942 476 351 954 28 27 135 40282 294 37 42 28 371
internal_value=0 11.6085 1200.54 -3211.12 18423.6 -9810.8 15327.8 -7192.74 2258.96 9694.3 15065.4 -8831.7 -29053.9 18296.2 37750 12702.1 21165.6 -3280.11 31573.1 18073.4 31299.3 -2796.93 6391.65 77726.6 706.325 78669.1 104245 10588.9 -38459.9 14606
internal_weight=0 3.86664e+06 65403 12655 1967 563 424 10688 52748 9112 7064 2048 482 6582 1470 5112 3667 1095 2572 1999 1620 666 638 162 43636 573 373 79 379 3354
internal_count=4073804 3866640 65403 12655 1967 563 424 10688 52748 9112 7064 2048 482 6582 1470 5112 3667 1095 2572 1999 1620 666 638 162 43636 573 373 79 379 3354
is_linear=0
shrinkage=0.1


Tree=2545
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 2 5 5 4 1 2 0 1 6 4 1 1 4 0 0 0 0 4 0 0 5 0 4 5 1
split_gain=1.06577e+12 1.44654e+13 3.65766e+13 2.43511e+13 3.04644e+13 2.38109e+13 3.06869e+13 2.05288e+13 2.35982e+13 2.97559e+13 2.63536e+13 2.58782e+13 4.43225e+13 2.36463e+13 2.19334e+13 2.94334e+13 3.05294e+13 2.9706e+13 5.65028e+13 2.94309e+13 2.93426e+13 1.08728e+14 2.37106e+14 8.03183e+13 4.6231e+13 4.50163e+13 5.85315e+13 2.93806e+13 2.78839e+13 1.44559e+14
threshold=68.00500000000001 71.030000000000015 37.873748150000004 8.5000000000000018 7.5000000000000009 2764.0000000000005 1.5000000000000002 2.5000000000000004 16.500000000000004 82.973036600000015 3191.5000000000005 43.550475500000012 39.939672500000007 69.015000000000015 19.500000000000004 82.92647190000001 50.213874250000011 22.500000000000004 45.001720900000002 55.791814000000009 55.783232450000007 55.775215600000003 9.5000000000000018 55.801384500000005 55.79439725000001 1.5000000000000002 56.802121050000004 9.5000000000000018 1.5000000000000002 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 9 11 -10 12 -9 -13 20 16 17 19 -19 -16 21 28 -23 24 -22 26 -25 -27 29 -7
right_child=1 -3 3 5 -6 7 -8 8 10 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 23 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=24.321546231250458 1593.8652700091227 65.902284692003363 -244.15945751851052 81040.595826480261 21198.108888100262 247167.48085937501 -9033.9590053126012 122030.02821428572 14019.646894317993 2213.6979189029025 -3545.3159147448332 -2897.3776610138716 5442.0049293885941 -12254.477178372072 -18573.940096238453 12491.535754190463 -23055.0258864897 99875.492691532258 1946.0471767557524 74599.780177176333 34107.774196976061 -318135.03088235296 -18416.947957494704 -111324.64479709203 122752.0918258102 22284.179735539237 44842.379915364581 1636.5084415464837 -1000.690638585636 4025.2600714965188
leaf_weight=3322544 31788 649723 18656 38 687 28 8091 35 1245 3105 2721 3823 477 9200 1080 658 1262 62 1185 35 215 34 118 72 81 882 36 3152 12578 193
leaf_count=3322544 31788 649723 18656 38 687 28 8091 35 1245 3105 2721 3823 477 9200 1080 658 1262 62 1185 35 215 34 118 72 81 882 36 3152 12578 193
internal_value=0 -107.565 -1217.56 -2498.87 517.4 -3656.34 -8612.89 -2703.3 -4963.11 -6615.23 1968.65 -8640.63 13411.9 -9507.63 -554.542 -6965.56 -10498.3 -3789.38 6815.03 -15649.2 1024.16 -1380.5 -85459.2 8041.45 58365.2 4445.16 -59269 6150.95 -381.993 34830.6
internal_weight=0 751260 101537 69749 19343 50406 8129 42277 20606 16640 3966 13535 512 13023 21671 4282 3624 2362 1247 1115 17389 12951 152 4438 296 4142 108 4034 12799 221
internal_count=4073804 751260 101537 69749 19343 50406 8129 42277 20606 16640 3966 13535 512 13023 21671 4282 3624 2362 1247 1115 17389 12951 152 4438 296 4142 108 4034 12799 221
is_linear=0
shrinkage=0.1


Tree=2546
num_leaves=31
num_cat=0
split_feature=6 4 4 6 2 0 1 5 0 0 0 5 7 0 0 1 3 0 1 6 6 3 6 5 3 5 6 6 1 6
split_gain=1.08817e+12 5.78451e+12 3.0924e+13 2.63745e+13 4.88911e+13 3.51856e+13 4.00908e+13 4.04706e+13 3.05576e+13 3.16447e+13 2.40195e+13 2.38718e+13 2.29641e+13 1.77773e+13 3.20322e+13 3.37562e+13 3.70137e+13 2.4861e+13 2.98249e+13 1.08575e+14 9.72967e+13 7.81552e+13 3.70695e+13 3.50734e+13 3.83965e+13 2.63857e+13 2.16374e+13 3.25287e+13 2.2775e+13 2.20429e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 104.01000000000001 915.50000000000011 59.882709350000006 30.362494150000003 3.5000000000000004 57.125462300000009 57.113979900000011 63.565651350000003 6.5000000000000009 6.0000000000000009 59.864072000000007 59.848366150000011 30.330566300000005 3.5000000000000004 59.91832440000001 30.323041000000003 104.01000000000001 108.05000000000001 3.5000000000000004 122.65000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 116.05000000000001 120.05000000000001 30.315889700000003 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -8 9 -6 11 -5 -7 14 -2 16 -16 18 23 -20 -21 25 -23 -15 -25 -22 28 -28 29 -26
right_child=1 -3 3 10 5 6 7 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19 19 20 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=8.5003243063194684 -419.3586738406126 -963.19442261467395 73403.088836050723 6335.5346491810196 -16747.381867407978 54976.833919270837 165711.94882812502 -10851.986755952383 -68013.152443061452 110316.68156250002 -67901.912020596603 -77568.988591452216 -29307.150739820077 -134067.57045454546 27550.160078938803 -63452.659937500001 137463.16648220486 -4044.2509497041233 153295.21819196429 -244369.6028808594 -80325.392269736854 -50442.316532258068 101843.91744791667 22625.542977959289 -14582.988476562501 -217937.61518554689 -153209.19678030303 -27624.557585227274 -92724.157765997035 113994.43068359376
leaf_weight=3966508 27547 60239 69 12666 980 48 34 21 118 20 44 34 99 22 96 25 45 4617 21 32 38 31 33 226 40 22 33 55 21 20
leaf_count=3966508 27547 60239 69 12666 980 48 34 21 118 20 44 34 99 22 96 25 45 4617 21 32 38 31 33 226 40 22 33 55 21 20
internal_value=0 -314.239 516.507 4429.19 -8655.9 -12945.3 25464.3 98296.6 -19885.2 -14206.1 5855.37 6110.91 -1785.85 -1163.06 -155.441 43640.6 62628.8 -6521.74 -25778.6 -60172.2 -88908.2 -48789.2 28080.3 -11179.9 -4335.49 -130783 -40389.9 -74718.8 -3094.3 28276.2
internal_weight=0 107296 47057 14133 1389 1320 202 55 1118 1000 12744 12700 147 32924 27713 166 141 5211 594 177 156 124 64 417 395 60 169 88 81 60
internal_count=4073804 107296 47057 14133 1389 1320 202 55 1118 1000 12744 12700 147 32924 27713 166 141 5211 594 177 156 124 64 417 395 60 169 88 81 60
is_linear=0
shrinkage=0.1


Tree=2547
num_leaves=31
num_cat=0
split_feature=5 0 6 4 0 3 6 2 4 0 5 2 3 6 4 0 0 4 0 1 6 5 1 0 1 0 4 3 0 6
split_gain=1.192e+12 8.54171e+12 7.99911e+12 1.93549e+13 2.42727e+13 1.25812e+13 1.32823e+13 6.4153e+12 4.84322e+12 4.14346e+12 2.51054e+12 9.3377e+12 1.21586e+13 1.41114e+13 9.14614e+12 2.99366e+13 3.29149e+13 1.27863e+13 1.11263e+13 2.12961e+13 9.86309e+12 1.11769e+12 1.73982e+13 3.03439e+13 3.33499e+13 2.99663e+13 2.89217e+13 3.85045e+13 3.80541e+13 2.81492e+13
threshold=7.5000000000000009 59.91832440000001 189.00000000000003 7.5000000000000009 54.707511300000007 2.5000000000000004 96.050000000000011 2911.0000000000005 5.5000000000000009 59.939085000000013 6.5000000000000009 6877.0000000000009 1.5000000000000002 247.90000000000001 5.5000000000000009 54.762682300000009 56.83050475000001 15.500000000000002 55.737027400000009 30.370944000000005 156.15000000000003 4.5000000000000009 49.176406850000006 45.177967300000006 30.362494150000003 59.939085000000013 19.500000000000004 7.5000000000000009 59.838047850000002 168.45000000000002
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=10 2 5 4 -4 8 7 -7 -2 -3 21 12 -12 14 15 -14 -17 18 -16 -20 -18 -1 23 -23 25 26 27 29 -29 -25
right_child=1 9 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 17 16 20 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.8047447335914217 -64916.617045454543 74163.15422044837 79338.015210937505 -90885.223515624995 -64683.333309659094 39177.698167067305 103263.41396949405 -22331.511458333334 2223.2508463541667 18518.420605468749 49288.411798416942 -62010.768489583337 -128698.03108836208 48244.635294117645 81746.356547619056 96942.662797619065 2151.7628125000001 -58280.047319504316 47524.484966256277 -73318.452214843754 -88508.29149739584 7462.3040779463518 5113.3731975828377 21031.322266290033 -11267.793719246947 -10179.227390578559 -65590.26354166666 -1391.2898148148149 150775.00967261905 -26881.059307183164
leaf_weight=4059415 22 23 25 30 22 39 21 30 21 32 38 30 29 34 21 21 20 29 35 25 30 2356 5730 826 3888 757 42 27 42 144
leaf_count=4059415 22 23 25 30 22 39 21 30 21 32 38 30 29 34 21 21 20 29 35 25 30 2356 5730 826 3888 757 42 27 42 144
internal_value=0 6706.57 -2481.43 -28131.7 11923.8 12368.7 33628 12434.6 -32127.4 41788 -0.436286 -8970.38 -3327.79 -11522.1 -21198.6 -43086.6 -8118.56 -1300.47 19099.6 -2826.74 -52244.3 0.250792 898.288 -2090.14 -6020.55 5079.17 15764.3 19052.9 91231.7 13918.6
internal_weight=0 265 210 77 47 133 90 69 43 55 4.07354e+06 312 282 244 210 100 71 110 81 60 50 4.07323e+06 13812 8082 5726 1838 1081 1039 69 970
internal_count=4073804 265 210 77 47 133 90 69 43 55 4073539 312 282 244 210 100 71 110 81 60 50 4073227 13812 8082 5726 1838 1081 1039 69 970
is_linear=0
shrinkage=0.1


Tree=2548
num_leaves=31
num_cat=0
split_feature=0 1 1 4 1 4 6 4 6 3 6 6 4 1 4 4 1 0 0 4 4 6 4 4 7 0 6 6 4 6
split_gain=1.05191e+12 6.61303e+12 3.19629e+13 4.75252e+13 3.62697e+13 3.37195e+13 2.49194e+13 3.57036e+13 6.02768e+13 6.04124e+13 2.99079e+13 2.6573e+13 2.47139e+13 2.29769e+13 2.23517e+13 2.68e+13 1.88308e+13 5.63512e+13 5.07815e+13 7.35252e+13 3.56907e+13 3.25476e+13 2.94967e+13 2.62379e+13 3.76487e+13 7.12267e+13 2.59991e+13 2.20942e+13 2.15784e+13 3.20997e+13
threshold=54.94110555000001 56.02161850000001 82.886781200000016 5.5000000000000009 59.317422600000008 30.500000000000004 49.895000000000003 18.500000000000004 91.02500000000002 14.500000000000002 168.45000000000002 138.05000000000004 3.5000000000000004 56.128886000000001 23.500000000000004 20.500000000000004 54.62357655000001 53.506098950000009 52.516286950000008 14.500000000000002 5.5000000000000009 70.50500000000001 10.500000000000002 8.5000000000000018 6.0000000000000009 54.707511300000007 78.010000000000005 74.015000000000015 6.5000000000000009 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 13 -10 11 -8 -6 14 15 -9 -1 18 19 -18 -20 -22 23 24 28 -26 -25 -21 -19 -30
right_child=-2 2 -4 5 12 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 17 22 20 27 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=89.948355918652496 -34.810042399892929 3204.7423912618096 118.90255461607995 -4169.5963314346163 771.32019940035639 49516.537136870451 -15286.085559320922 -6388.3548135080646 183477.70893686658 6190.3707714843758 -134313.2709077381 72112.16683035715 -10051.192793618489 -35540.027434097581 -3480.0881468054367 81946.736069399354 19842.018317891627 5292.7112672269395 -6813.4486751958611 -4030.6804111129081 -19451.290607355895 -63973.259260403378 911.25155711314483 9324.7825447684281 1369.9454873895436 -45880.135675209836 28904.049886994817 -34026.975797667124 8690.0377139473894 75539.652911931829
leaf_weight=1045093 2772653 12932 177124 8070 3827 103 5755 62 37 40 21 35 4703 157 438 77 1635 8127 3604 2365 1012 196 15447 7176 1358 417 749 274 207 110
leaf_count=1045093 2772653 12932 177124 8070 3827 103 5755 62 37 40 21 35 4703 157 438 77 1635 8127 3604 2365 1012 196 15447 7176 1358 417 749 274 207 110
internal_value=0 74.1775 -434.833 -3139.96 -133.966 -7500.54 -7900.26 -12446.7 7208.44 91380.4 -15189.8 -14757.8 -5195.65 -1621.58 7607.53 42545.5 174.027 2232.98 -4753.84 3178.7 -11799.5 -26675.1 4122.84 6857.04 3508.21 -9730.5 11175.2 -7145.11 6291.1 31887.1
internal_weight=0 1.30115e+06 213381 36257 21462 14795 14692 6622 811 77 5811 5790 8530 734 577 139 1.08777e+06 42677 9086 4274 4812 1208 33591 18144 10219 1775 7925 2639 8444 317
internal_count=4073804 1301151 213381 36257 21462 14795 14692 6622 811 77 5811 5790 8530 734 577 139 1087770 42677 9086 4274 4812 1208 33591 18144 10219 1775 7925 2639 8444 317
is_linear=0
shrinkage=0.1


Tree=2549
num_leaves=31
num_cat=0
split_feature=2 2 6 1 3 0 1 1 4 6 2 4 4 1 4 5 6 6 1 1 2 1 1 1 3 0 5 0 3 4
split_gain=1.08834e+12 5.92702e+12 1.9241e+13 1.92113e+13 2.67411e+13 2.09223e+13 1.683e+13 1.67869e+13 3.18327e+13 4.7993e+13 3.63976e+13 3.53109e+13 4.01978e+13 3.97802e+13 6.35419e+13 3.49494e+13 8.40386e+13 9.50452e+13 3.25749e+13 3.13207e+13 2.83344e+13 6.93305e+13 6.30048e+13 5.29633e+13 2.62859e+13 2.60271e+13 2.60033e+13 2.27274e+13 2.16816e+13 2.16086e+13
threshold=3338.0000000000005 6082.0000000000009 46.010000000000012 45.71452080000001 1.5000000000000002 60.753246850000004 61.438154000000004 37.873748150000004 11.500000000000002 79.710000000000022 4311.5000000000009 9.5000000000000018 8.5000000000000018 44.064675150000006 5.5000000000000009 2.5000000000000004 78.605000000000004 55.015000000000008 40.965343750000009 38.782330450000011 5791.5000000000009 36.865631950000008 37.563506350000004 33.882313700000005 5.5000000000000009 54.810424650000009 2.5000000000000004 52.960348700000004 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 -2 5 6 7 -5 20 9 15 -10 12 13 18 26 16 17 -9 -11 -17 22 25 23 -4 -18 -22 -15 29 -13 -28
right_child=1 -3 3 4 -6 -7 -8 8 10 11 -12 28 -14 14 -16 19 24 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-43.027220977312233 -331.41825299703441 -72.682068892584539 3167.7827846432333 -4711.153860405203 802.99123704121541 -25467.271891276043 233.14373876079108 1361.0276553333661 -20901.360872032361 17530.540371179519 1139.259461517041 -29516.142600319607 -5119.8283253160889 -66398.37422548492 106636.15194375001 9923.1721180914083 -18874.105200195314 21708.638255907106 -36277.98042327648 -4041.400696416521 1540.4086665787854 -13949.828879781402 28515.30598664844 -47578.635076376115 -160508.34399671052 -39879.583886338529 29700.857944335941 18099.71114908854 43125.297458893168 130715.9221484375
leaf_weight=2406287 248863 1103575 18335 15319 217957 270 12504 6067 862 797 5728 44 849 29 125 2164 20 3693 131 6230 17955 3631 988 208 38 153 45 276 621 40
leaf_count=2406287 248863 1103575 18335 15319 217957 270 12504 6067 862 797 5728 44 849 29 125 2164 20 3693 131 6230 17955 3631 988 208 38 153 45 276 621 40
internal_value=0 62.0898 325.824 844.943 430.314 2315.49 -2489.13 2424.16 4325.61 6215.02 -1743.75 18031.6 12145.4 22303.6 44591.6 4296.42 8346.97 9060.18 9934.73 -441.289 1145.21 -1338.39 3909.58 2598.55 -111669 1190.44 24705.5 32024.1 38318.9 77237.4
internal_weight=0 1.66752e+06 563942 315079 245780 69299 27823 69029 27759 21169 6590 2957 2292 1443 515 18212 9818 9760 928 8394 41270 21739 19531 18543 58 18108 390 361 665 85
internal_count=4073804 1667517 563942 315079 245780 69299 27823 69029 27759 21169 6590 2957 2292 1443 515 18212 9818 9760 928 8394 41270 21739 19531 18543 58 18108 390 361 665 85
is_linear=0
shrinkage=0.1


Tree=2550
num_leaves=31
num_cat=0
split_feature=6 4 0 1 1 0 6 0 6 6 1 1 1 0 4 7 4 5 3 0 0 4 6 3 3 1 0 0 6 0
split_gain=1.20387e+12 6.55905e+12 1.4917e+13 1.98933e+13 3.00508e+13 1.75314e+13 2.06489e+13 2.29524e+13 1.24282e+13 1.17345e+13 8.42916e+12 6.99053e+12 5.20751e+13 4.4704e+13 4.62382e+13 6.06562e+13 5.77788e+13 3.17138e+13 3.10846e+13 2.90548e+13 3.82668e+13 2.57001e+13 1.92795e+13 1.57911e+13 4.48272e+13 2.61176e+13 2.86536e+13 5.00873e+13 4.08083e+13 2.34654e+13
threshold=87.395000000000024 1.5000000000000002 59.864072000000007 39.178027400000005 38.958307950000012 44.878071950000013 130.05000000000004 46.323575350000006 99.050000000000011 102.04000000000001 39.596303450000001 37.46219940000001 37.488790500000007 55.801384500000005 24.500000000000004 6.0000000000000009 5.5000000000000009 2.5000000000000004 9.5000000000000018 55.161746650000005 55.554045200000012 33.500000000000007 118.04500000000002 13.500000000000002 14.500000000000002 37.442254400000003 59.91832440000001 59.898927250000007 98.020000000000024 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 -5 21 13 17 16 -16 -15 -13 -18 -19 22 23 -21 -3 25 26 27 -25 -29 -26
right_child=1 11 -4 10 8 6 -8 9 -10 -11 -12 12 -14 14 15 -17 18 19 -20 20 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=13.62834793356968 88041.898423549108 1461.8855347194101 -62124.508437500001 -61986.353281250005 40369.494016335229 -13346.47859350277 -74016.191796875006 30001.862244591346 136829.50948988969 130506.27492559525 3714.6920291725141 84224.926473214291 -375.7448333679161 -147264.25647583007 -195042.09763808141 -47114.681288812106 26566.598492864177 48858.93310150972 -58900.254940795901 -40392.369919725039 -1685.4644928206828 -80386.317933693921 49546.966656250006 -29609.057583333331 3558.6469027194598 70683.988385416669 -3586.9216123383626 -41214.653613281254 -240805.79404761904 -12982.245802870335
leaf_weight=3832905 28 46548 30 20 22 79 29 26 34 21 826 35 184993 32 43 78 127 74 64 511 802 39 25 675 4151 30 435 20 21 1081
leaf_count=3832905 28 46548 30 20 22 79 29 26 34 21 826 35 184993 32 43 78 127 74 64 511 802 39 25 675 4151 30 435 20 21 1081
internal_value=0 -216.838 7435.17 9358.48 34834.1 15218.6 2063.48 19573.9 98934.5 74908.1 2161.48 -252.42 -540.036 -17509.8 -49912.4 -99683.9 -22906.3 -9806.59 -2071.51 -12137.4 -15510.9 761.204 -36197.4 820.96 -3831.12 -21428.6 -23829.4 -36127.6 -143444 141.081
internal_weight=0 240899 1115 1085 239 183 155 126 56 47 846 239784 186784 1791 344 121 223 1447 191 1412 1338 53000 536 52961 6413 1181 1151 716 41 5232
internal_count=4073804 240899 1115 1085 239 183 155 126 56 47 846 239784 186784 1791 344 121 223 1447 191 1412 1338 53000 536 52961 6413 1181 1151 716 41 5232
is_linear=0
shrinkage=0.1


Tree=2551
num_leaves=31
num_cat=0
split_feature=6 2 3 3 0 1 0 0 1 1 1 1 1 4 4 5 4 5 0 0 4 1 0 4 4 0 1 1 0 6
split_gain=1.06756e+12 5.66961e+12 1.35127e+13 2.63492e+13 3.63942e+13 3.55032e+13 5.18384e+13 5.59503e+13 5.34372e+13 4.71851e+13 3.11489e+13 2.56892e+13 4.37006e+13 5.1896e+13 5.63532e+13 5.42331e+13 3.31888e+13 2.94752e+13 4.76841e+13 3.47205e+13 2.8535e+13 2.99821e+13 3.09156e+13 2.71002e+13 1.18056e+14 4.98126e+13 7.63217e+13 4.69709e+13 6.81283e+13 2.68768e+13
threshold=102.04000000000001 2599.0000000000005 20.500000000000004 9.5000000000000018 55.850146250000009 37.649344350000007 56.324067350000007 55.897267000000006 37.488790500000007 37.290808600000013 37.425454150000007 37.649344350000007 37.729575300000008 14.500000000000002 10.500000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 55.676890650000011 55.660117850000006 3.5000000000000004 37.318079750000003 55.883833400000007 21.500000000000004 20.500000000000004 55.812023600000011 37.46219940000001 37.46219940000001 55.710673100000008 104.01000000000001
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 11 -5 6 7 10 9 -9 -6 17 13 14 16 -15 -13 18 19 -2 21 22 -20 24 -22 27 -27 28 -25 -19
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18 29 20 -21 23 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=8.419454404920911 4811.4309854350931 -567.28511858736954 17044.035625921621 -13974.756559314428 115183.12458417339 -7010.9939130332004 169010.69570312501 16241.849639423079 92534.927772177427 -111128.92705374054 31316.442396043349 -72379.929101562506 5703.1466587971254 121036.64321660582 -65931.39245671453 19794.820109215565 53675.899925999613 51363.354500645917 169095.4469769022 118315.14352678572 -28128.321957780587 -42358.085848262395 3282.0478338068187 -5239.1208844866078 -257489.53885869565 118999.43984375001 -84174.752524038471 61090.817046874996 -243511.14970238099 3677.7338008471179
leaf_weight=3966508 719 95454 551 2162 62 537 26 52 31 66 155 24 3964 115 74 98 161 127 23 28 924 29 22 28 23 64 26 25 21 1705
leaf_count=3966508 719 95454 551 2162 62 537 26 52 31 66 155 24 3964 115 74 98 161 127 23 28 924 29 22 28 23 64 26 25 21 1705
internal_value=0 -311.25 1752.56 1006.34 -6861.86 9691.52 32572.3 22879.9 -24304.4 -54999.4 55278.4 3972.26 9128.08 37891.7 7821.54 74455.9 37322.7 -2104.05 -10721.2 9065.92 -23194.6 36932.6 88031.1 -27199.4 -33698.9 10330.9 60304.7 -50448.1 -107356 6983.45
internal_weight=0 107296 11842 11291 3091 929 392 366 149 118 217 8200 4436 472 259 213 185 3764 1932 747 1185 74 45 1111 947 164 90 74 49 1832
internal_count=4073804 107296 11842 11291 3091 929 392 366 149 118 217 8200 4436 472 259 213 185 3764 1932 747 1185 74 45 1111 947 164 90 74 49 1832
is_linear=0
shrinkage=0.1


Tree=2552
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 1 0 0 1 4 1 3 0 5 1 4 1 2 3 0 1 0 0 0 3 4 3 1 1 5
split_gain=1.06376e+12 2.61786e+12 2.50131e+12 5.52123e+12 7.27765e+12 1.26094e+13 4.91603e+12 1.10564e+13 1.35703e+13 8.24267e+12 1.87815e+13 1.37718e+13 9.8357e+12 1.23743e+13 1.10994e+13 7.2441e+12 6.13853e+12 6.50738e+12 1.13583e+13 5.82083e+12 9.82645e+12 5.80565e+12 1.07292e+13 8.17153e+12 4.9285e+12 4.00616e+12 1.71564e+13 1.14779e+13 1.02686e+13 9.94183e+12
threshold=247.90000000000001 63.565651350000003 60.753246850000004 60.028671700000011 59.939085000000013 30.323041000000003 56.888401950000009 56.818587550000011 60.571186450000006 7.5000000000000009 65.493200550000012 3.5000000000000004 57.60122925000001 2.5000000000000004 30.410676000000006 24.500000000000004 56.805602900000004 2632.5000000000005 2.5000000000000004 56.520242650000007 53.252814850000007 56.309668500000008 56.262014700000009 56.342669500000007 2.5000000000000004 7.5000000000000009 5.5000000000000009 37.586700500000006 37.804148700000006 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 7 15 -9 10 16 -11 13 -13 -14 19 17 24 -19 21 -21 22 25 -23 -8 26 27 -2 -29 -30
right_child=1 -3 -4 -5 5 -7 9 8 -10 11 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.4311717564622695 -34226.696861508019 36200.978480113634 -17677.877271247631 43986.704926915321 -89957.84110054349 17218.734635416666 53193.758502604178 11003.191672585228 -95709.629582331734 90894.852720199095 -80690.639875000008 -5976.3529385653419 49784.799121093754 95925.522836538468 -41082.510842225609 -51950.391890625004 44824.356740552328 -56684.753399493246 28618.057696759261 87968.30412946429 4826.5918443159626 -76123.680163043478 61495.394088541674 5703.7959510216351 -9970.6236886160714 -2520.021217960078 71624.370894582651 73598.845703125 11468.33179266592 -9042.2714536516851
leaf_weight=4070611 76 22 66 31 23 21 30 22 26 31 25 22 20 26 41 25 43 37 27 21 44 23 30 26 21 1295 38 22 703 356
leaf_count=4070611 76 22 66 31 23 21 30 22 26 31 25 22 20 26 41 25 43 37 27 21 44 23 30 26 21 1295 38 22 703 356
internal_value=0 1824.54 1586.04 1995.51 1572.05 -38805.4 2158.39 767.016 -46799.6 13819.2 -153.209 32083.1 15356.9 49220.5 -11290 1625.68 12590.1 537.229 -20697.6 2134.19 31687.8 1386.43 2049.32 -32705 27184.9 1333.11 5508.67 3337.19 5978.13 4573.36
internal_weight=0 3193 3171 3105 3074 44 3030 2707 48 323 183 140 109 48 61 2659 158 115 64 2634 65 2569 2520 49 51 2490 1195 1157 1081 1059
internal_count=4073804 3193 3171 3105 3074 44 3030 2707 48 323 183 140 109 48 61 2659 158 115 64 2634 65 2569 2520 49 51 2490 1195 1157 1081 1059
is_linear=0
shrinkage=0.1


Tree=2553
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 1 4 4 1 4 0 4 6 1 0 1 7 0 4 6 5 4 6 6 6 4 6 0 3 5
split_gain=1.03948e+12 1.99704e+13 8.2238e+13 7.06794e+13 1.64609e+14 1.7487e+14 1.97032e+14 1.35318e+14 7.85064e+13 7.03271e+13 6.60255e+13 9.20599e+13 6.35938e+13 5.84394e+13 1.58499e+14 3.06075e+14 1.24586e+14 6.87838e+13 1.31136e+14 6.83586e+13 6.6063e+13 7.39072e+13 6.56228e+13 5.6032e+13 1.24949e+14 1.18451e+14 5.38907e+13 7.51226e+13 5.08039e+13 5.08874e+13
threshold=60.571186450000006 60.636764050000004 56.782540950000005 56.83050475000001 9.5000000000000018 60.605526900000008 11.500000000000002 13.500000000000002 60.590708550000009 27.500000000000004 56.818587550000011 10.500000000000002 95.045000000000016 60.605526900000008 56.838524800000009 60.590708550000009 6.0000000000000009 56.838524800000009 12.500000000000002 78.010000000000005 1.5000000000000002 8.5000000000000018 99.050000000000011 118.04500000000002 105.00500000000001 9.5000000000000018 102.04000000000001 56.818587550000011 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 4 -4 6 10 12 26 -10 -6 -12 -8 14 15 16 23 18 19 -15 -17 22 -22 24 -5 -26 27 -9 29 -21
right_child=1 -3 3 13 5 -7 7 8 9 -11 11 -13 -14 17 -16 20 -18 -19 -20 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-34.173720485063733 -8709.8017169046925 -14.74334541191331 -4272.5117808569694 30640.392650170423 52626.195585004025 5338.1137970451809 -10539.344475244048 7746.3442811273235 53394.539118389264 6099.7318109100197 96256.254560406713 256923.81853197675 -111469.67722271127 4640.37167641003 990.20922756932782 -13580.01967277527 284669.47113095241 2803.6247317482603 106260.5061261566 245034.47386853449 -7615.1588349989051 -56833.883142592967 -176521.95696614584 -79046.666766826937 387004.518125 42837.770976562504 -21490.293438500095 50532.630887262771 33920.012736002609 48183.191731770836
leaf_weight=2794702 6627 1216800 7509 459 272 8500 517 1206 1497 398 209 43 71 987 15332 992 21 14244 179 29 553 1480 24 39 20 20 332 622 96 24
leaf_count=2794702 6627 1216800 7509 459 272 8500 517 1206 1497 398 209 43 71 987 15332 992 21 14244 179 29 553 1480 24 39 20 20 332 622 96 24
internal_value=0 74.666 1820.89 3074.36 7622.12 14157.3 28665.4 22105.3 28606.1 43461.4 86793.1 123672 -22726.5 282.875 -3447.48 -22305.2 45717.4 4823.85 26706.8 14171.4 -34776.4 -44998.5 -14640.7 36390.3 45412.4 214921 15573.4 22304.9 77306.8 155894
internal_weight=0 1.2791e+06 62302 55675 21176 13667 5167 4643 4055 1895 524 252 588 34499 18940 3608 559 15559 1315 1136 3049 2057 577 538 499 40 2160 1828 149 53
internal_count=4073804 1279102 62302 55675 21176 13667 5167 4643 4055 1895 524 252 588 34499 18940 3608 559 15559 1315 1136 3049 2057 577 538 499 40 2160 1828 149 53
is_linear=0
shrinkage=0.1


Tree=2554
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 3 0 5 1 2 6 6 4 1 1 0 1 3 0 2 6 7 3 1 4 6 6 1 1 0
split_gain=1.0423e+12 7.0017e+12 2.30302e+13 9.33495e+12 1.45219e+13 1.19281e+13 7.44428e+12 6.80559e+12 2.03364e+13 2.06596e+13 2.38715e+13 2.72059e+13 2.60617e+13 2.63385e+13 6.08228e+13 8.76952e+13 5.9854e+13 7.71174e+13 2.08631e+13 6.64112e+13 2.00364e+13 2.18176e+13 1.90225e+13 2.17828e+13 2.33543e+13 1.80828e+13 1.92865e+13 1.68834e+13 2.72961e+13 1.5514e+13
threshold=39.305000000000007 39.355000000000011 2599.0000000000005 82.971668900000012 82.965501500000016 5.5000000000000009 55.014210500000011 1.5000000000000002 30.362494150000003 75.000000000000014 38.995000000000012 38.205000000000005 7.5000000000000009 37.517483500000004 37.543519500000009 55.82518790000001 37.488790500000007 5.5000000000000009 43.472751400000007 3999.0000000000005 38.205000000000005 6.0000000000000009 9.5000000000000018 30.084656550000002 2.5000000000000004 38.805000000000007 38.605000000000011 37.71815560000001 37.682335600000009 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -5 -1 22 10 11 -10 -12 16 15 -15 -14 -18 19 20 21 -11 23 -9 -25 26 -26 28 -13 -16
right_child=1 -3 3 5 -6 -7 -8 8 9 18 12 27 13 14 29 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=145.46619805023337 54136.063843805023 -20.75742305781494 -5513.8098464602517 -9228.2565128645874 10018.818371108056 -8487.549818336629 1540.8803712690469 -7000.8684799232087 4802.3259424518665 44464.183353331959 89154.853932542072 -20710.847788864034 6746.9037772700467 -184791.26566676091 31951.290305552768 34602.160111607147 229486.20006893386 -7602.1422299592396 -2420.7182846070473 -14109.964271563618 114052.18421223958 -33829.273598632812 -5397.6387066340048 -56736.817545572914 19753.623531373643 57344.585928037181 -70808.908243815109 14578.808579855817 -119347.06997395834 -5310.9538052645603
leaf_weight=989524 71 3020722 1176 812 1233 4025 3064 401 3783 323 52 433 106 38 306 35 34 23 44695 419 36 40 767 39 1165 129 24 123 30 176
leaf_count=989524 71 3020722 1176 812 1233 4025 3064 401 3783 323 52 433 106 38 306 35 34 23 44695 419 36 40 767 39 1165 129 24 123 30 176
internal_value=0 -29.6672 -2622.28 -3013.14 2436.27 -4674.66 -715.193 86.2416 -1015.82 -1452.44 4557.79 1696.54 20792.6 15841.5 5461.94 -79602.6 51183.1 133819 -2131.07 13695.1 42893.8 35836.8 7742.95 13476.1 19527.1 21783.8 17925.6 -18353.3 -27102 18345.2
internal_weight=0 3.0311e+06 10381 10310 2409 7901 3876 1.0427e+06 53177 50652 5139 4369 770 718 555 73 163 57 45513 818 399 363 2525 1758 1357 1318 1189 586 463 482
internal_count=4073804 3031103 10381 10310 2409 7901 3876 1042701 53177 50652 5139 4369 770 718 555 73 163 57 45513 818 399 363 2525 1758 1357 1318 1189 586 463 482
is_linear=0
shrinkage=0.1


Tree=2555
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 0 4 6 3 1 4 4 6 6 4 4 1 1 3 4 6 3 1 4 4 6 5 4 6 4
split_gain=1.09103e+12 1.30015e+13 2.18892e+13 6.71012e+13 1.12686e+14 8.25725e+13 6.83593e+13 9.15822e+13 6.45694e+13 4.90456e+13 5.28981e+13 4.46454e+13 6.76411e+13 4.40154e+13 4.06154e+13 1.32398e+14 9.04763e+13 4.09837e+13 4.05232e+13 3.86479e+13 4.96611e+13 3.76169e+13 7.84152e+13 3.5439e+13 3.20257e+13 1.0812e+14 3.0404e+13 2.91529e+13 2.65886e+13 2.58181e+13
threshold=65.534455000000023 57.125462300000009 57.15297970000001 65.559704250000024 75.605000000000004 57.14107305000001 11.500000000000002 52.330000000000005 11.500000000000002 65.64204770000002 5.5000000000000009 24.500000000000004 128.05000000000004 134.05000000000004 17.500000000000004 15.500000000000002 65.593879100000024 65.64204770000002 10.500000000000002 16.500000000000004 79.710000000000022 10.500000000000002 65.574968200000015 16.500000000000004 14.500000000000002 54.010000000000012 2.5000000000000004 13.500000000000002 38.405000000000008 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 14 6 7 -3 26 10 -6 19 -13 -14 15 21 -16 -17 -9 -12 -21 24 -23 -8 -5 -26 28 -10 -7 -28
right_child=1 2 -4 4 9 8 23 18 27 -11 11 12 13 -15 16 17 -18 -19 -20 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-30.052981547110466 0.33930771946132365 4783.6678550227998 272.08496707828544 2328.068547156076 -29320.859351827334 588.14753813244056 17017.510064865692 -35756.178024200482 -148776.50206473214 -13741.243693762366 37797.048245838065 -55763.282968750005 196695.8125 -5706.6620694247167 29702.63770393372 55498.908069564641 -34149.213375045183 5612.77661150928 -161652.99903846157 179625.47273065476 60960.457102272732 149856.06830778302 -5129.8742038143391 -36313.000463047931 -144903.57084673713 116264.83804347827 8942.6947424108857 -31126.571422334557 41887.118739023761 -57639.010232543951
leaf_weight=3046425 967149 744 42272 8940 118 210 761 1534 28 229 1269 105 21 22 320 664 724 219 26 42 220 53 85 149 51 23 647 85 605 64
leaf_count=3046425 967149 744 42272 8940 118 210 761 1534 28 229 1269 105 21 22 320 664 724 219 26 42 220 53 85 149 51 23 647 85 605 64
internal_value=0 89.1143 1514.63 4439.49 8159.32 -5605.5 -14920.4 -24085.9 12660.6 29843.7 35397.9 39946.4 -12500.5 93141.1 4193.93 6146.86 -14577.8 43126.2 -37854.5 45016.3 79983.1 2579.03 54393.7 8285.37 1785.77 -63729.6 18061.8 -60278.8 31245.7 2949.4
internal_weight=0 1.02738e+06 60230 17958 13105 4853 3214 2304 1639 2026 1797 1679 148 43 11079 10035 1044 883 1560 1531 262 9152 138 910 9014 74 1526 113 815 711
internal_count=4073804 1027379 60230 17958 13105 4853 3214 2304 1639 2026 1797 1679 148 43 11079 10035 1044 883 1560 1531 262 9152 138 910 9014 74 1526 113 815 711
is_linear=0
shrinkage=0.1


Tree=2556
num_leaves=31
num_cat=0
split_feature=6 0 0 3 0 1 1 3 5 1 1 5 0 3 3 1 6 3 5 1 4 1 4 6 4 0 1 3 1 0
split_gain=1.1027e+12 4.89195e+12 1.84964e+13 4.65012e+13 8.28106e+13 3.35246e+13 8.81069e+13 6.71215e+13 4.72779e+13 3.18305e+13 2.85892e+13 3.02546e+13 2.63029e+13 3.61983e+13 3.14902e+13 2.38754e+13 2.5373e+13 2.27144e+13 2.20637e+13 1.76364e+13 1.68823e+13 1.62505e+13 1.59868e+13 3.53456e+13 1.50394e+13 1.47954e+13 4.07854e+13 5.23037e+13 3.9111e+13 2.97162e+13
threshold=102.04000000000001 55.034466500000008 55.043091000000011 12.500000000000002 55.039488700000007 82.92647190000001 82.911604200000014 2.5000000000000004 4.5000000000000009 82.901648750000021 82.956351500000011 3.5000000000000004 55.039488700000007 3.5000000000000004 10.500000000000002 82.93515810000001 118.04500000000002 4.5000000000000009 3.5000000000000004 82.92647190000001 23.500000000000004 82.895858600000011 10.500000000000002 118.04500000000002 14.500000000000002 54.992080650000005 82.906746050000024 3.5000000000000004 82.648284550000014 54.980317700000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 6 8 -8 9 17 12 -12 15 -14 -15 16 24 -3 19 -6 -21 -19 23 -9 -7 29 27 -27 -29 -2
right_child=1 2 -4 4 18 10 7 22 -10 -11 11 -13 13 14 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=8.5568949672226093 -739.35963923587394 -37825.263069661458 23.91393469433666 223646.00408653845 3381.4662623355262 -888.68351236979163 1777.3734019886365 52468.573046875004 -116780.90100368923 -81489.269171316977 -1104.3390254579742 158770.48972656252 -49341.189793618214 31021.499648975761 -80720.479129464293 50797.033653846156 -136054.08864583334 -682.64938322368425 -19383.560756138391 153839.27800000002 50932.43995028409 67268.21739966351 84257.578020833331 213380.67743459303 -58098.825233759853 -74094.388137882328 -2889.4224588537272 113140.90885416669 -18207.833393065212 21956.560202657587
leaf_weight=3966508 41644 48 58088 26 38 72 66 20 36 35 29 20 103 254 28 26 30 57 56 25 44 92 45 43 127 188 5038 24 409 585
leaf_count=3966508 41644 48 58088 26 38 72 66 20 36 35 29 20 103 254 28 26 30 57 56 25 44 92 45 43 127 188 5038 24 409 585
internal_value=0 -316.331 289.903 11995.1 57909.1 4322.41 25818 81227.8 -10157 6388.05 -9467.21 64150.7 -15103.6 1395.18 19926.6 -40013.5 -50323.8 22000.8 31472.5 58088.8 88217.5 41273.6 129781 162297 -37399.7 -1068.4 -5869.99 -30050.5 -10927.5 -424.952
internal_weight=0 107296 59408 1320 189 1131 442 174 268 232 689 49 640 385 282 255 229 197 163 107 69 149 108 63 199 47888 5659 621 433 42229
internal_count=4073804 107296 59408 1320 189 1131 442 174 268 232 689 49 640 385 282 255 229 197 163 107 69 149 108 63 199 47888 5659 621 433 42229
is_linear=0
shrinkage=0.1


Tree=2557
num_leaves=31
num_cat=0
split_feature=0 0 4 1 5 1 1 3 6 6 6 4 4 1 3 3 3 3 1 4 6 3 1 3 1 1 4 1 7 1
split_gain=1.14352e+12 9.4524e+12 6.02198e+13 9.80846e+13 7.68638e+13 6.78262e+13 1.11465e+14 9.53297e+13 7.84051e+13 6.1915e+13 8.83107e+13 3.98569e+13 3.4084e+13 6.26175e+13 5.32091e+13 4.08714e+13 6.51599e+13 4.16311e+13 3.83766e+13 9.02964e+13 6.03935e+13 5.18769e+13 2.75801e+13 4.71842e+13 2.74285e+13 2.73125e+13 7.22443e+13 4.58516e+13 9.0823e+13 4.15469e+13
threshold=55.026775150000006 55.030407050000001 15.500000000000002 82.966990000000024 1.5000000000000002 82.918694400000007 82.906746050000024 2.5000000000000004 64.805000000000021 142.05000000000004 189.00000000000003 13.500000000000002 21.500000000000004 82.93515810000001 7.5000000000000009 19.500000000000004 17.500000000000004 22.500000000000004 82.92647190000001 16.500000000000004 81.705000000000013 3.5000000000000004 82.941727000000014 12.500000000000002 82.648284550000014 82.92647190000001 9.5000000000000018 83.011163250000024 6.0000000000000009 82.971668900000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 -8 11 -11 25 18 -14 -15 16 -16 -17 -6 -20 -21 -22 23 -23 -2 26 -7 28 29 -27
right_child=1 -3 3 -5 12 9 7 -9 -10 10 -12 -13 13 14 15 17 -18 -19 19 20 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=62.158086983551101 -18091.953157389584 -7.7159294004815937 2210.2114730159988 25481.935213017659 -39994.570504647716 3677.8480260740835 75173.129313858692 51578.712745741548 333548.79967447917 234570.37245370369 -14717.689453125 22115.818585426281 31155.146393192175 -112341.84864738808 -15885.377714198412 -85276.190844111086 118331.31437832449 13273.372944846084 148828.01533203127 10635.048765345982 -146543.64509139152 117005.47935474536 -75709.76900308099 -48238.720149739587 17395.935400919141 -1582.021365863 -29897.154220610224 -1324.4132770741771 89902.0520992581 22254.26032939076
leaf_weight=1714258 313 2279761 1379 615 1674 1446 23 244 24 27 30 745 264 67 157 119 47 67 34 273 53 27 71 48 716 1964 1151 66903 139 1165
leaf_count=1714258 313 2279761 1379 615 1674 1446 23 244 24 27 30 745 264 67 157 119 47 67 34 273 53 27 71 48 716 1964 1151 66903 139 1165
internal_value=0 -45.1591 -1115.05 -11861 -17226.9 -412.671 22054.6 76698.8 207110 -815.781 103366 -896.561 -26466.3 -7618.49 -30017.3 -15874.3 15037.1 -49777.2 -32700 -8567.19 -19905 -61801.6 -31039.1 11249.2 6601.27 -1132.16 -11202.7 -759.455 10806.5 7292.78
internal_weight=0 2.35955e+06 79785 4895 4280 74890 1320 291 47 73570 57 73513 2901 721 457 390 204 186 2180 506 472 199 146 75 1029 72768 2597 70171 3268 3129
internal_count=4073804 2359546 79785 4895 4280 74890 1320 291 47 73570 57 73513 2901 721 457 390 204 186 2180 506 472 199 146 75 1029 72768 2597 70171 3268 3129
is_linear=0
shrinkage=0.1


Tree=2558
num_leaves=31
num_cat=0
split_feature=0 0 6 6 4 1 6 4 6 1 6 6 4 5 1 1 3 6 4 3 3 1 6 4 1 1 6 6 3 3
split_gain=1.07821e+12 1.29799e+13 2.48227e+13 3.04934e+13 3.2052e+13 2.04295e+13 2.1619e+13 6.00662e+13 4.00606e+13 2.38638e+13 2.198e+13 1.96898e+13 3.11008e+13 3.00113e+13 2.66525e+13 7.17858e+13 3.10867e+13 2.20967e+13 2.07556e+13 1.94073e+13 1.88743e+13 1.83153e+13 2.88094e+13 1.79208e+13 1.7425e+13 2.87897e+13 4.01006e+13 3.81226e+13 5.84149e+13 2.79928e+13
threshold=55.046782850000007 55.039488700000007 82.00500000000001 82.905000000000015 5.5000000000000009 83.015546400000019 69.015000000000015 18.500000000000004 64.015000000000015 82.886781200000016 78.010000000000005 89.00500000000001 20.500000000000004 2.5000000000000004 82.941727000000014 82.981285100000022 2.5000000000000004 86.920000000000016 21.500000000000004 3.5000000000000004 11.500000000000002 82.991167100000027 40.015000000000008 19.500000000000004 82.948524700000021 82.92647190000001 91.02500000000002 94.02500000000002 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 -1 5 -4 -5 6 8 -8 21 -9 -11 12 14 -13 16 19 -6 18 -14 -16 -12 -3 -23 -18 25 -15 -27 28 -28 -29
right_child=-2 2 3 4 11 -7 7 9 -10 10 20 13 17 24 15 -17 23 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=21.511339308729319 -47.077053149329302 610.99611999812521 101234.31928168403 -54264.577734375001 126432.78813476564 -18841.564053945469 -13513.020492591622 -42726.515387776693 18816.732852746816 30448.947051952495 36455.744241687869 -38496.252038407001 124929.87265625001 1804.5249253033578 19429.255301339286 28271.32624585701 32048.595707817192 103203.29064732144 13048.13581593307 -72110.22730585355 -46446.765323679079 -5159.591506355192 21658.817664275339 -33309.286431884764 -9396.6365471660702 -24955.342244772088 236056.07187500002 -3614.4321449393656 36052.234492187497 40702.143184988847
leaf_weight=1825156 2217197 20653 36 79 32 508 2576 60 1409 617 43 146 20 1175 28 264 333 70 97 134 76 648 1049 48 463 133 23 201 40 490
leaf_count=1825156 2217197 20653 36 79 32 508 2576 60 1409 617 43 146 20 1175 28 264 333 70 97 134 76 648 1049 48 463 133 23 201 40 490
internal_value=0 56.2204 2070.44 9635.15 8761.85 1027.11 1399.13 -6093.86 2462.58 17915.9 22859.6 10108.6 21883.6 5585.58 13664 -3885.26 31765.6 58762 32173.2 -56288.6 -16490.4 1431.57 11418.2 23814.5 8134.47 12070.9 25670.7 34600.7 109070 27811.2
internal_weight=0 1.85661e+06 31451 3812 3776 27639 27131 3372 23759 796 736 3697 1026 2671 839 426 413 187 117 162 119 22350 1697 381 2525 2062 887 754 63 691
internal_count=4073804 1856607 31451 3812 3776 27639 27131 3372 23759 796 736 3697 1026 2671 839 426 413 187 117 162 119 22350 1697 381 2525 2062 887 754 63 691
is_linear=0
shrinkage=0.1


Tree=2559
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 7 1 0 1 0 0 4 4 4 4 1 1 3 4 4 3 0 0 0 0 1 0 4 0
split_gain=1.04991e+12 5.95219e+12 4.083e+13 6.73075e+13 5.95977e+13 5.03804e+13 3.33958e+13 3.09009e+13 3.11778e+13 4.11571e+13 2.98577e+13 2.87731e+13 2.87489e+13 2.81424e+13 3.13867e+13 2.655e+13 2.62336e+13 2.38988e+13 2.20966e+13 2.58734e+13 2.78616e+13 2.52007e+13 2.06715e+13 2.00112e+13 6.89603e+13 5.95525e+13 5.47498e+13 3.88709e+13 4.85087e+13 3.64781e+13
threshold=87.395000000000024 86.030000000000015 30.452677500000004 82.911604200000014 82.93515810000001 30.370944000000005 6.0000000000000009 82.648284550000014 57.14107305000001 63.728898350000001 55.039488700000007 59.982409200000006 16.500000000000004 13.500000000000002 15.500000000000002 12.500000000000002 30.624707450000006 30.330566300000005 4.5000000000000009 8.5000000000000018 9.5000000000000018 9.5000000000000018 55.039488700000007 55.749683450000006 55.660117850000006 55.759969450000007 37.957884500000006 55.595177750000005 15.500000000000002 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 9 23 -6 18 -11 -7 -15 -9 -13 -3 -10 -20 -21 -22 -17 24 27 26 -25 -4 -29 -26
right_child=-2 2 3 4 10 13 -8 15 11 12 -12 16 -14 14 -16 22 -18 -19 19 20 21 -23 -24 25 29 -27 -28 28 -30 -31
leaf_value=-2.9826189742385552 -202.49894351933585 -11126.871021927413 13735.10788168513 -38307.683211323303 -76.880830337624275 -64584.123603620683 1131.3092059960263 74323.629659407117 21271.362384461521 -29467.459416701862 22000.272293217364 -92507.044866071432 70786.380468750009 88225.612214543275 -29192.11127529457 -55005.871651785717 13989.879094954182 12627.192538404383 131891.36745923915 -32394.850803571429 96487.381856016364 22021.438758405857 49051.359886532737 -200781.23368055557 147851.93918071545 6103.4904630822784 14506.964360119047 23931.15528358717 -74585.7199955455 44966.590401974245
leaf_weight=3772944 240899 1608 3192 405 45232 244 3908 146 228 370 621 28 31 26 183 35 133 575 46 35 107 79 42 27 38 2028 21 89 114 370
leaf_count=3772944 240899 1608 3192 405 45232 244 3908 146 228 370 621 28 31 26 183 35 133 575 46 35 107 79 42 27 38 2028 21 89 114 370
internal_value=0 12.7271 1001.23 1560.81 -115.222 -11167.8 8566.29 12624.9 11446.9 9280 222.116 32191.1 -21717.2 -41516.2 -14585.1 49265.5 -4531.33 -4870.07 44135.1 63659.3 49457.1 64859.4 1752.62 11394.3 15704.9 3497.8 -106593 11036.7 -31393.6 54549
internal_weight=0 3.8329e+06 59961 57325 46258 2636 11067 7159 6936 6280 45853 656 401 453 209 223 161 2183 495 267 221 186 77 5879 3803 2076 48 3395 203 408
internal_count=4073804 3832905 59961 57325 46258 2636 11067 7159 6936 6280 45853 656 401 453 209 223 161 2183 495 267 221 186 77 5879 3803 2076 48 3395 203 408
is_linear=0
shrinkage=0.1


Tree=2560
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 6 1 0 6 6 4 5 4 0 0 1 0 1 4 3 6 6 6 4 4 5 0 0 5 6
split_gain=1.03289e+12 1.21993e+13 2.71999e+13 4.71995e+13 3.92444e+13 3.88044e+13 3.81823e+13 3.73298e+13 3.87166e+13 3.08525e+13 3.02033e+13 4.01928e+13 2.76138e+13 2.75254e+13 5.85504e+13 7.78461e+13 5.01493e+13 3.61352e+13 3.54797e+13 4.49883e+13 5.79561e+13 3.93221e+13 3.29382e+13 3.11046e+13 2.44474e+13 3.17615e+13 2.86728e+13 2.40125e+13 2.38888e+13 2.56627e+13
threshold=68.00500000000001 59.999510900000011 53.67029225000001 53.379556850000007 55.90712030000001 74.015000000000015 55.957851400000003 54.431501800000014 85.020000000000024 114.05000000000001 12.500000000000002 2.5000000000000004 10.500000000000002 57.978821400000008 54.810424650000009 56.02161850000001 58.08467765000001 56.128886000000001 18.500000000000004 2.5000000000000004 130.05000000000004 116.05000000000001 134.05000000000004 17.500000000000004 14.500000000000002 2.5000000000000004 54.707511300000007 63.565651350000003 2.5000000000000004 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 -2 -4 9 -6 7 -7 10 24 11 -9 -13 14 28 -16 17 -15 19 22 23 -20 -19 -21 25 -5 -26 -3 -8 -30
right_child=1 27 3 4 5 6 13 8 -10 -11 -12 12 -14 16 15 -17 -18 18 21 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=23.943468080857436 -234.14697065770531 544.9479424679057 -20022.333622975613 -51982.657791754376 -8335.8602084837203 -14872.340775067729 -20956.327350862222 85805.545136108412 41622.266636976303 -52955.508207901665 31099.724453015064 -8879.940252130682 -87283.524128605786 -17172.837417439212 -160719.09539695946 -14430.946722281566 -18511.745762875205 -225.62104041466347 7773.2934416088283 25162.436951332904 106450.43147517825 -68187.5871796875 -133401.98435546874 115999.02728365385 53071.872701289743 -9741.5742615265608 -44217.108500857474 -16117.91446065771 11192.122329797479 -8961.5441093280951
leaf_weight=3322544 492434 237953 1683 193 4528 310 357 40 637 184 322 330 52 341 37 2158 608 260 746 1128 103 75 20 39 116 2291 41 868 2568 838
leaf_count=3322544 492434 237953 1683 193 4528 310 357 40 637 184 322 330 52 341 37 2158 608 260 746 1128 103 75 20 39 116 2291 41 868 2568 838
internal_value=0 -105.893 -380.991 -3995.65 -2523.49 -547.486 2667.55 16487.4 23526.9 -13363.2 8033.88 -9566.12 -19552.7 148.762 -3917.15 -16896.9 7445.37 13264.7 17642.2 26545.1 34544.6 834.114 -9738.22 28198.1 -10604.8 -13023.6 27665.2 484.386 3654.05 6233.59
internal_weight=0 751260 512439 20005 18322 15497 10969 1691 1381 2825 744 422 382 9278 5958 2195 3320 2712 2371 1550 1270 821 280 1167 2641 2484 157 238821 3763 3406
internal_count=4073804 751260 512439 20005 18322 15497 10969 1691 1381 2825 744 422 382 9278 5958 2195 3320 2712 2371 1550 1270 821 280 1167 2641 2484 157 238821 3763 3406
is_linear=0
shrinkage=0.1


Tree=2561
num_leaves=31
num_cat=0
split_feature=6 0 5 1 1 0 6 6 1 0 5 2 3 1 1 0 6 3 4 4 2 0 5 4 3 1 7 3 0 1
split_gain=1.05133e+12 2.33216e+12 2.08878e+12 9.2641e+12 9.99185e+12 7.05621e+12 8.01101e+12 8.29897e+12 9.00039e+12 6.97946e+12 5.26416e+12 1.24747e+13 2.2212e+13 7.32006e+12 1.1098e+13 8.73978e+12 1.84204e+13 8.04424e+12 7.07859e+12 4.64841e+12 2.08102e+12 2.02291e+12 1.11313e+13 2.40133e+13 2.7005e+13 1.94476e+13 2.21834e+12 9.65515e+12 1.59269e+13 9.30738e+12
threshold=247.90000000000001 63.565651350000003 7.5000000000000009 49.095306150000006 43.047633000000012 45.063245050000006 64.015000000000015 142.05000000000004 30.452677500000004 55.676890650000011 6.5000000000000009 6680.0000000000009 1.5000000000000002 30.362494150000003 30.330566300000005 55.840017500000009 189.00000000000003 5.5000000000000009 5.5000000000000009 5.5000000000000009 13505.500000000002 43.051287600000009 4.5000000000000009 5.5000000000000009 3.5000000000000004 47.504912950000005 6.0000000000000009 10.500000000000002 55.728148450000006 37.978059650000013
decision_type=2 2 2 2 2 2 2 2 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 10 4 5 -4 -7 -8 -9 -5 -1 12 -12 14 18 16 19 -17 -14 -15 21 22 23 24 -2 -25 -23 29 -29 -28
right_child=1 -3 3 9 -6 6 7 8 -10 -11 11 -13 13 15 -16 17 -18 -19 -20 -21 -22 26 -24 25 -26 -27 27 28 -30 -31
leaf_value=-1.0423252583961506 -10866.580808423914 34260.231977982956 -34432.16007458917 7656.3133661684788 75954.497815393523 -18393.904761402027 90228.394424715909 -12797.193707770271 63976.667998798075 -71128.36509232955 69824.895312499997 -88111.117410714287 -65416.286250000005 -75462.044356142243 65665.043394886365 -101818.68236607144 48292.627713898692 -21013.881791548294 13715.442803485579 -19316.093359375001 19880.490951588115 2620.018881924479 -61302.970537405301 -100286.09537259616 148016.49562500001 11367.103931290065 41897.314690896746 -107597.06796875001 7709.029125 -9178.2443804662944
leaf_weight=4070127 23 22 29 23 27 37 22 37 26 22 32 21 20 29 22 28 31 22 26 30 61 2716 33 26 20 39 46 23 25 159
leaf_count=4070127 23 22 29 23 27 37 22 37 26 22 32 21 20 29 22 28 31 22 26 30 61 2716 33 26 20 39 46 23 25 159
internal_value=0 1813.85 -1.42279 9676.49 19924.6 9906.06 20445.5 37352 18887.3 -30860.6 -1.953 -14203.3 -7736.4 -19668.9 7248.63 -32743.1 -14120.1 -66264.6 -20689.7 -46913.3 1588.74 1229.96 -10473.2 5058.12 63032.5 -33294.2 1785.75 -7170.24 -47541.8 2282.61
internal_weight=0 3193 4.07061e+06 223 178 151 122 85 63 45 4.07039e+06 261 240 208 68 140 90 50 46 59 3171 3110 141 108 43 65 2969 253 48 205
internal_count=4073804 3193 4070611 223 178 151 122 85 63 45 4070388 261 240 208 68 140 90 50 46 59 3171 3110 141 108 43 65 2969 253 48 205
is_linear=0
shrinkage=0.1


Tree=2562
num_leaves=31
num_cat=0
split_feature=4 7 0 6 0 0 3 0 1 1 2 0 1 5 0 3 0 1 0 1 6 6 0 6 4 0 1 5 0 1
split_gain=1.01703e+12 3.49819e+12 7.98998e+12 1.75753e+13 7.62114e+12 3.95744e+12 4.67859e+12 4.42542e+12 5.90931e+12 1.60204e+13 1.44138e+13 1.20827e+13 6.25665e+12 1.29026e+13 5.16445e+12 7.08185e+12 5.14959e+12 6.59542e+12 4.73724e+12 4.6444e+12 4.23404e+12 9.23899e+12 5.85438e+12 5.7395e+12 5.6058e+12 8.76623e+12 1.13843e+13 3.59656e+12 3.55462e+12 3.40492e+12
threshold=2.5000000000000004 6.0000000000000009 57.719618750000002 79.015000000000015 59.933037250000005 57.205086850000008 1.5000000000000002 56.324067350000007 52.061190950000004 61.29689960000001 2911.0000000000005 54.988402950000008 49.030112300000006 2.5000000000000004 55.801384500000005 1.5000000000000002 47.319699650000011 37.682335600000009 54.86311005000001 37.534144550000008 77.565000000000012 73.41500000000002 45.053967500000006 125.02000000000002 1.5000000000000002 44.739668300000005 41.966773150000002 3.5000000000000004 55.595177750000005 118.02765200000002
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 7 -7 8 12 10 -10 -12 14 -14 16 -16 20 19 -19 -18 21 -3 24 -24 -22 26 -26 -11 -20 -1
right_child=-2 2 3 -5 -6 6 -8 -9 9 27 11 -13 13 -15 15 -17 17 18 28 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=282.68911037679976 -8.4074164557222062 10249.962774135045 -25847.249337203415 -96411.193424479163 30576.873319404072 11816.559644052933 53552.519223764786 -12949.255791126598 13335.530013020834 8327.6122126517548 39395.575297619049 143261.34227701824 7283.5047086148661 -90855.521391369053 9997.8518388856137 75472.799226888033 -6851.5443800403227 -5214.6329177606303 -62000.075473632816 54056.693773251493 31200.886356026786 68641.969456380219 32325.508219209558 -6813.7010749475276 -104081.76256793478 -3052.1365146921644 -11226.63322202621 -34362.774522333559 -10367.086723632812 -5561.7059233966929
leaf_weight=109549 3961637 280 54 24 43 98 37 121 42 139 21 24 37 21 53 24 31 61 40 21 28 30 85 67 23 134 31 23 20 1006
leaf_count=109549 3961637 280 54 24 43 98 37 121 42 139 21 24 37 21 53 24 31 61 40 21 28 30 85 67 23 134 31 23 20 1006
internal_value=0 296.942 4921.77 -19791.9 -834.494 6927.37 23255.3 5301.81 7089.97 20854.9 55467.5 94790.7 3613.84 -28249.6 5605.3 30405.6 3361.32 -12038.4 -24838.3 17746 7290.75 15900.8 37.7244 15073.4 -10542.9 -16760.1 -50776 2266.63 -44789.1 229.508
internal_weight=0 112167 1612 121 97 1491 135 1356 1235 249 87 45 986 58 928 77 851 173 121 52 678 310 368 152 216 188 54 162 60 110555
internal_count=4073804 112167 1612 121 97 1491 135 1356 1235 249 87 45 986 58 928 77 851 173 121 52 678 310 368 152 216 188 54 162 60 110555
is_linear=0
shrinkage=0.1


Tree=2563
num_leaves=31
num_cat=0
split_feature=6 4 6 3 3 4 0 4 0 3 0 0 0 0 0 4 1 0 0 0 6 1 4 5 3 4 3 3 0 3
split_gain=9.51318e+11 6.75328e+12 4.8062e+13 3.54024e+13 4.19735e+13 3.90423e+13 6.13072e+13 4.80446e+13 3.04805e+13 3.52732e+13 2.65143e+13 4.12482e+13 2.01231e+13 2.68818e+13 2.17191e+13 2.24014e+13 7.81053e+13 1.80185e+13 2.10535e+13 2.02076e+13 1.70741e+13 2.78902e+13 2.98223e+13 2.5258e+13 3.21454e+13 3.14059e+13 2.75832e+13 2.36342e+13 1.63974e+13 1.62742e+13
threshold=118.04500000000002 18.500000000000004 120.05000000000001 16.500000000000004 10.500000000000002 24.500000000000004 55.753967500000009 19.500000000000004 45.059854000000009 18.500000000000004 55.988910100000005 45.022979600000006 45.022979600000006 45.07004340000001 55.737027400000009 22.500000000000004 39.777866350000004 55.039488700000007 56.850115550000005 55.801384500000005 122.65000000000002 30.303340300000002 22.500000000000004 3.5000000000000004 7.5000000000000009 20.500000000000004 8.5000000000000018 9.5000000000000018 45.022979600000006 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 29 3 4 12 7 -7 -6 28 -10 11 -9 -3 -14 15 -15 -17 -11 19 -19 21 -4 23 25 -25 -23 -27 -24 -5 -2
right_child=1 2 20 8 5 6 -8 10 9 17 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=5.6070351972967289 52.870903847259264 -72326.991316731772 80431.497800925921 5221.0741508152178 168228.27684151789 272638.64758522733 60750.189062500001 95032.405000000013 -37040.563596107218 115836.67220982144 98077.717127403856 -33522.609747665228 81489.450815352189 41796.993377543607 36458.755055383132 -215828.89822823662 1441.6716120793271 28009.963848039217 85242.309755608978 -88544.538020833337 837.40721158782344 -128248.70749007937 -37634.978700819964 94734.692204483697 -59269.417992424249 -92952.985656440549 22351.118545386907 22573.301306615904 -98572.913921440981 -4667.2053271082523
leaf_weight=4019687 37445 24 27 23 28 22 36 35 87 28 39 87 63 43 146 21 78 51 39 21 6183 63 111 23 33 41 42 158 45 9075
leaf_count=4019687 37445 24 27 23 28 22 36 35 87 28 39 87 63 43 146 21 78 51 39 21 6183 63 111 23 33 41 42 158 45 9075
internal_value=0 -416.478 2347.85 23828.8 37344.7 69352.8 141122 47328.5 -4766.24 12895.7 26302.5 3357.93 16262.1 22319.5 9376.02 -18469.6 -44646 44150.7 26067.8 -5985.1 -597.298 -18410.1 -24076.2 -53113.8 3982.27 -75013.7 -34606.3 -2271.01 -63466.1 -867.909
internal_weight=0 54117 7597 916 622 247 58 189 294 226 161 122 375 351 288 142 99 139 111 72 6681 498 471 202 56 146 83 269 68 46520
internal_count=4073804 54117 7597 916 622 247 58 189 294 226 161 122 375 351 288 142 99 139 111 72 6681 498 471 202 56 146 83 269 68 46520
is_linear=0
shrinkage=0.1


Tree=2564
num_leaves=31
num_cat=0
split_feature=4 7 0 0 6 6 4 1 4 1 0 3 6 5 4 6 1 4 0 4 0 6 1 1 4 6 6 6 3 6
split_gain=9.57512e+11 9.74513e+12 3.42402e+13 4.04003e+13 9.62731e+13 9.92706e+13 9.40878e+13 9.15608e+13 7.94909e+13 1.36522e+14 2.65705e+14 8.6558e+13 8.05763e+13 7.07438e+13 1.6228e+14 8.78041e+13 7.17237e+13 1.7987e+14 1.85098e+14 1.08297e+14 2.27984e+14 8.50796e+13 8.43692e+13 1.24283e+14 1.05924e+14 9.34285e+13 2.23639e+14 6.4814e+13 6.37161e+13 6.44535e+13
threshold=19.500000000000004 6.0000000000000009 55.749683450000006 55.834019500000004 70.50500000000001 74.615000000000009 20.500000000000004 37.702956500000006 21.500000000000004 37.586700500000006 55.801384500000005 2.5000000000000004 39.355000000000011 1.5000000000000002 23.500000000000004 51.805000000000007 37.618684050000006 25.500000000000004 55.783232450000007 24.500000000000004 55.753967500000009 64.805000000000021 37.503969450000007 37.46219940000001 26.500000000000004 48.410000000000004 55.805000000000007 60.910000000000004 6.5000000000000009 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 4 7 6 -6 8 9 11 12 -4 -11 -10 15 -15 22 18 19 20 -18 -21 23 -16 25 -24 -27 -22 -14 -30
right_child=1 2 3 -5 5 -7 -8 -9 13 10 -12 -13 28 14 16 -17 17 -19 -20 21 27 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=17.602031574651097 -710.42050231064547 1349.4387096904497 -107343.84009548613 -51.447468464871896 128186.51819921874 1140.168632099236 26051.945059920603 -19.191949527728013 -8675.3398667030215 21014.347316099018 -19952.937520379244 -6523.7397949604565 72932.843981481492 -127224.56433571171 -1078.4391648605408 -48299.411772390362 57364.537004573169 -9892.1933131521291 -375228.30967240769 -198461.25478723407 -179752.77748579546 125.18549107142859 -135530.02576678243 -59074.469965333716 -16179.250253769907 206579.92881097563 26205.048491957721 2704.9814687500002 200448.4872909546 11431.076785714286
leaf_weight=3599339 181071 140500 90 125371 100 4027 920 10099 5201 89 357 1582 108 173 1012 761 123 786 22 94 88 28 27 582 573 82 425 25 128 21
leaf_count=3599339 181071 140500 90 125371 100 4027 920 10099 5201 89 357 1582 108 173 1012 761 123 786 22 94 88 28 27 582 573 82 425 25 128 21
internal_value=0 -133.531 222.502 -813.081 -4282.43 8198.51 36065.1 -7085.03 -12850.4 3595.7 40570.8 -11950.7 103019 -16755.6 -25509 -62918.3 -16473.5 -37201.5 -93688.6 -76387.2 -36842.3 -152884 -7525.38 -22253.9 13682.6 45725.4 55378.1 -139386 131417 173808
internal_weight=0 474465 293394 152894 27523 5047 1020 22476 12377 2375 703 1672 346 10002 4801 934 3867 1166 380 358 236 122 2701 1594 1107 534 507 113 257 149
internal_count=4073804 474465 293394 152894 27523 5047 1020 22476 12377 2375 703 1672 346 10002 4801 934 3867 1166 380 358 236 122 2701 1594 1107 534 507 113 257 149
is_linear=0
shrinkage=0.1


Tree=2565
num_leaves=31
num_cat=0
split_feature=3 4 6 1 4 1 4 6 0 3 1 6 6 3 1 4 6 4 6 1 6 6 4 6 6 5 4 0 6 6
split_gain=9.72709e+11 9.54769e+12 2.06395e+13 1.10323e+13 1.05699e+13 1.02693e+13 1.34372e+13 8.68168e+12 2.15622e+13 3.87543e+13 7.27818e+13 8.47602e+13 6.13251e+13 2.60872e+13 3.36132e+13 5.08287e+13 7.50296e+13 3.17988e+13 3.1505e+13 3.08877e+13 5.29884e+13 6.53856e+13 2.51019e+13 2.0225e+13 1.89799e+13 1.87764e+13 1.69447e+13 1.64038e+13 1.99024e+13 1.82656e+13
threshold=12.500000000000002 8.5000000000000018 47.805000000000007 37.586700500000006 12.500000000000002 37.755233900000007 11.500000000000002 64.015000000000015 43.6005307 13.500000000000002 39.749243900000003 45.995000000000012 57.995000000000012 19.500000000000004 39.723160900000003 19.500000000000004 57.995000000000012 21.500000000000004 47.805000000000007 39.749243900000003 45.305000000000007 37.505000000000003 18.500000000000004 51.405000000000008 39.995000000000012 1.5000000000000002 23.500000000000004 53.341100000000004 39.025000000000013 63.705000000000005
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 -2 -4 5 -3 -7 8 9 10 11 -6 -13 14 15 18 -17 19 -11 20 21 -16 -22 24 -15 -10 -19 28 -27 -29
right_child=1 4 3 -5 7 6 -8 -9 25 13 -12 12 -14 23 17 16 -18 26 -20 -21 22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-17.404336671246693 103297.47659143519 -82393.426322115396 -56868.116477272735 18929.66068656871 5021.8165965544877 1886.5586595732593 -69601.04834558825 -559.04018684665471 -205.9082546478208 -58921.341015625003 7579.9309258610947 281212.9397058824 66942.424715909103 83778.934609375006 95822.130748401993 -69836.750220788046 148275.81007130942 -109512.53999023438 -216471.76459517048 962.76175396259032 191957.47559317132 -150869.48511904763 68934.468459302327 124578.30064655172 -53988.471401367191 28703.721264034248 -827.65390625000009 580.47699853761299 3498.6450195518833 8606.91485553026
leaf_weight=3615175 27 26 22 151 39 116 34 128804 208734 30 159 34 22 20 22 46 24 32 22 286 27 21 43 29 20 318 26 95478 21095 2922
leaf_count=3615175 27 26 22 151 39 116 34 128804 208734 30 159 34 22 20 22 46 24 32 22 286 27 21 43 29 20 318 26 95478 21095 2922
internal_value=0 137.191 21981.6 9290.64 127.661 -24374 -14317.3 137.071 409.228 15849.2 48956.8 118209 197035 2871.88 -4054.57 -50687.6 4944.7 8394.51 -125577 18451.7 62715.6 -24655.2 116386 60993.9 14895.2 366.839 -60791.7 1364.66 3872.96 818.823
internal_weight=0 458629 200 173 458429 176 150 458253 329449 902 254 95 56 648 579 122 70 457 52 399 113 43 70 69 40 328547 58 119813 21413 98400
internal_count=4073804 458629 200 173 458429 176 150 458253 329449 902 254 95 56 648 579 122 70 457 52 399 113 43 70 69 40 328547 58 119813 21413 98400
is_linear=0
shrinkage=0.1


Tree=2566
num_leaves=31
num_cat=0
split_feature=0 4 1 6 0 4 6 1 6 4 6 1 6 6 4 6 5 6 6 1 6 1 6 1 4 1 7 6 3 4
split_gain=9.76694e+11 2.22947e+13 2.28292e+13 2.15832e+13 1.83271e+13 7.23349e+13 4.29474e+13 3.60463e+13 5.00006e+13 3.90198e+13 9.85908e+13 4.67493e+13 4.60227e+13 4.42275e+13 3.70829e+13 1.15795e+14 5.02179e+13 4.19378e+13 3.4712e+13 3.45454e+13 2.88268e+13 3.85212e+13 3.76578e+13 3.62779e+13 7.99346e+13 6.38624e+13 3.88151e+13 8.75027e+13 3.24394e+13 3.13731e+13
threshold=45.022979600000006 24.500000000000004 39.873894000000007 55.805000000000007 45.029425500000009 5.5000000000000009 128.05000000000004 39.033214400000013 108.05000000000001 9.5000000000000018 112.00500000000001 39.029038350000008 67.445000000000007 83.820000000000007 17.500000000000004 101.02000000000002 2.5000000000000004 85.020000000000024 108.05000000000001 39.038055050000004 91.02500000000002 38.97264950000001 134.05000000000004 38.948208550000011 19.500000000000004 38.958307950000012 6.0000000000000009 105.00500000000001 6.5000000000000009 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 -1 -3 -4 5 6 -2 9 14 10 -7 20 -13 -14 -9 16 19 -18 -15 -16 -11 23 28 24 -22 -25 29 -28 -23 -27
right_child=4 2 3 -5 -6 7 -8 8 -10 11 -12 12 13 18 15 -17 17 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-99.330599455282936 -9325.2000283719208 -12126.948008098876 106831.4804750504 3775.6806210275427 -0.78720723872810094 26707.151642991703 100399.34971788195 -4618.9320183965592 -60162.862887731491 10535.240580523316 241614.57968750002 -26514.332137784091 184075.3402027027 18350.273991625239 -61828.496379428441 255047.42563720705 174302.45674479168 39948.784265018206 168734.35140625003 9963.6115975354387 9299.1988948985054 -119361.70664672852 34246.052520636797 96900.486506558649 -135980.02989676339 85292.942279411771 -83519.936346905059 139771.53194444446 -33516.904841256648 -14049.758105818235
leaf_weight=285738 3917 2167 31 59 3769902 719 36 2776 135 5825 22 44 37 66 72 20 30 103 20 970 117 64 53 81 56 34 26 54 141 489
leaf_count=285738 3917 2167 31 59 3769902 719 36 2776 135 5825 22 44 37 66 72 20 30 103 20 970 117 64 53 81 56 34 26 54 141 489
internal_value=0 -177.528 -10077.3 39272.7 13.5049 3400.69 -8325.94 7278.5 -313.284 11250.5 33087.7 8973.63 61257.3 92655.2 1721.39 16450 12388.8 70254.1 53323.3 5002.93 7715.51 -7015.39 -40891.4 3183.01 -37727.6 13530.3 2331.3 67201.8 -60317.2 -7591.53
internal_weight=0 287995 2257 90 3.78581e+06 15907 3953 11954 4106 7848 741 7107 167 123 3971 1195 1175 133 86 1042 6940 1115 258 857 173 684 603 80 205 523
internal_count=4073804 287995 2257 90 3785809 15907 3953 11954 4106 7848 741 7107 167 123 3971 1195 1175 133 86 1042 6940 1115 258 857 173 684 603 80 205 523
is_linear=0
shrinkage=0.1


Tree=2567
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 1 0 0 6 0 6 0 0 6 3 6 1 4 0 1 6 6 6 0 0 0 0 0 1
split_gain=9.99714e+11 7.37265e+12 1.03393e+13 1.74762e+13 8.66181e+13 5.15915e+13 6.25477e+13 7.41086e+13 1.03683e+14 8.61693e+13 1.01538e+14 4.47245e+13 4.30928e+13 4.18321e+13 4.87094e+13 4.98079e+13 4.00075e+13 3.44932e+13 3.39762e+13 4.31354e+13 3.33045e+13 4.72668e+13 7.72281e+13 3.03028e+13 7.29793e+13 4.28924e+13 2.8945e+13 2.85666e+13 3.42965e+13 5.32384e+13
threshold=5.5000000000000009 3.5000000000000004 87.395000000000024 37.374856000000008 37.755233900000007 30.389265100000003 30.624707450000006 55.897267000000006 55.749683450000006 112.00500000000001 55.81943720000001 168.45000000000002 55.93962770000001 60.01610465000001 100.05000000000001 1.5000000000000002 97.020000000000024 37.234509300000006 3.5000000000000004 60.064438250000002 37.318079750000003 118.04500000000002 94.02500000000002 125.02000000000002 59.699368850000006 59.898927250000007 55.348830750000012 59.91832440000001 59.933037250000005 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 13 8 20 10 -10 18 -9 14 15 -7 -17 -12 19 27 -8 22 26 24 -16 -25 -22 -4 -29 -30
right_child=-2 -3 3 4 -6 6 7 12 9 -11 17 -13 -14 -15 23 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=75.768108610411844 -30.975728737030906 1365.4671635903396 -14628.513663820877 -38583.156867650614 -2197.6015674007772 -81631.046533203131 -1536.4546169069081 -120128.61529342298 280043.76701171877 -22596.677483258929 -24398.646042798915 81833.553714139343 -15465.68692019244 135124.74996875002 -55481.149360795462 47679.84741690752 -101706.691875 148789.48057065217 -1622.1320502545768 89781.536574074082 55459.536059570317 156388.28735795454 -54276.066566051137 90680.238098958333 147051.89420362905 -98379.714140625001 198647.22140625003 -119775.92951221956 -145043.82203663792 16088.262795758928
leaf_weight=1077266 2928705 42894 194 679 17957 48 576 43 40 35 23 61 462 50 22 173 20 23 4019 27 48 33 66 30 93 20 20 78 29 70
leaf_count=1077266 2928705 42894 194 679 17957 48 576 43 40 35 23 61 462 50 22 173 20 23 4019 27 48 33 66 30 93 20 20 78 29 70
internal_value=0 79.2235 29.1674 -1983.8 -3523.3 2568.03 16739.9 6055.35 23843.1 109685 163520 -3207.67 -24377.6 48816.8 38187.8 9527.76 32199.4 62195.4 -4382.11 -32252.4 9863.52 49183.2 22782 80048.8 108306 15056.3 97573.6 -41133.5 -70184.3 -31112
internal_weight=0 1.1451e+06 1.1022e+06 24939 18636 6303 1825 1369 864 121 86 4478 505 456 406 241 193 46 4417 398 743 167 134 165 115 50 68 371 177 99
internal_count=4073804 1145099 1102205 24939 18636 6303 1825 1369 864 121 86 4478 505 456 406 241 193 46 4417 398 743 167 134 165 115 50 68 371 177 99
is_linear=0
shrinkage=0.1


Tree=2568
num_leaves=31
num_cat=0
split_feature=6 4 1 1 7 0 0 4 0 1 1 1 3 6 4 3 2 0 3 3 3 6 5 4 6 6 6 6 6 6
split_gain=9.79856e+11 4.97525e+12 1.83124e+13 2.76919e+13 4.05499e+13 3.75096e+13 3.62164e+13 1.22285e+14 8.84182e+13 8.07209e+13 1.6215e+14 7.64208e+13 3.80432e+13 3.6985e+13 3.4606e+13 3.28011e+13 2.73715e+13 2.6217e+13 2.31787e+13 2.20419e+13 2.44128e+13 2.19111e+13 2.8132e+13 2.4174e+13 2.16784e+13 4.0873e+13 2.14966e+13 2.10771e+13 2.05276e+13 2.68082e+13
threshold=42.005000000000003 18.500000000000004 30.509101000000005 37.331232350000008 6.0000000000000009 55.622114900000007 55.676890650000011 19.500000000000004 55.696737300000009 37.318079750000003 37.290808600000013 37.318079750000003 5.5000000000000009 59.025000000000013 20.500000000000004 6.5000000000000009 3338.0000000000005 55.633951400000008 8.5000000000000018 7.5000000000000009 14.500000000000002 68.515000000000015 2.5000000000000004 24.500000000000004 67.91500000000002 88.825000000000003 48.945000000000007 86.920000000000016 91.02500000000002 71.030000000000015
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 5 -4 7 17 9 10 15 13 24 -9 -13 -8 -10 18 -7 -14 28 -22 -23 -24 -12 -26 -6 -15 29 -21
right_child=1 2 3 -5 26 6 8 11 16 -11 12 14 19 27 -16 -17 -18 -19 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=67.87968004209624 19.090338365133732 1223.2085247564335 6638.8999097046662 -466.4732628356532 -11942.294190744989 -105520.34196875 -63321.830442415725 -2750.9992332484717 -20134.776000682697 -24555.891948371063 72864.84906738282 119089.32331597223 -20728.638252314817 -56138.26448062795 16259.158655598958 5729.2872270137177 956.07823738606771 -83625.564986979181 -237995.30133928574 124806.3867466518 96542.189665339538 -54079.788883928573 147403.01007812502 -98.26037500000001 260642.46344288794 89668.030034722236 2141.2358081555808 7777.3528866525421 168137.18953074922 -7681.2669921875004
leaf_weight=1397217 2307527 59947 1131 293258 1278 25 89 291 3427 341 30 45 27 411 120 303 750 75 28 42 52 35 20 25 29 27 7132 59 39 24
leaf_count=1397217 2307527 59947 1131 293258 1278 25 89 291 3427 341 30 45 27 411 120 303 750 75 28 42 52 35 20 25 29 27 7132 59 39 24
internal_value=0 -35.4342 -376.346 -686.551 -4757.16 -10132.1 -13136.3 -30055.2 -9746.05 15716.1 34223.9 -17391.3 83696.6 -30768.1 44303.7 -9948.13 -16347.8 -121670 -175507 64879.5 74632.4 46007.6 13160.1 65457.9 141461 178208 1.07513 -48114.8 110618 76629.1
internal_weight=0 2.67659e+06 369060 309113 15855 7445 6314 1054 5260 1083 742 926 350 761 165 392 4177 128 53 264 237 132 80 45 86 56 8410 470 105 66
internal_count=4073804 2676587 369060 309113 15855 7445 6314 1054 5260 1083 742 926 350 761 165 392 4177 128 53 264 237 132 80 45 86 56 8410 470 105 66
is_linear=0
shrinkage=0.1


Tree=2569
num_leaves=31
num_cat=0
split_feature=2 2 6 0 7 0 0 6 6 6 6 3 6 6 0 0 4 7 1 6 4 4 6 6 7 1 4 3 0 7
split_gain=1.17416e+12 1.63365e+13 3.45644e+13 2.1675e+13 9.50947e+13 5.91103e+13 5.12257e+13 3.77419e+13 2.92223e+13 2.89078e+13 2.41219e+13 2.38046e+13 2.07309e+13 1.95576e+13 2.11105e+13 2.12946e+13 1.78696e+13 3.12357e+13 1.59545e+13 1.44337e+13 1.40496e+13 2.08476e+13 1.36917e+13 1.46203e+13 1.8771e+13 1.66356e+13 1.9828e+13 1.36906e+13 1.22129e+13 1.48671e+13
threshold=2599.0000000000005 2421.5000000000005 168.45000000000002 51.567244500000008 6.0000000000000009 56.148747500000006 57.978821400000008 74.615000000000009 89.00500000000001 78.605000000000004 87.395000000000024 16.500000000000004 36.280000000000008 77.010000000000005 58.603553700000006 60.05226170000001 5.5000000000000009 6.0000000000000009 45.71452080000001 99.050000000000011 23.500000000000004 35.500000000000007 105.00500000000001 90.045000000000016 6.0000000000000009 72.839788400000018 6.5000000000000009 11.500000000000002 51.659529100000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 12 18 -9 28 -6 19 -7 -8 -15 -16 -14 -18 -3 -10 -20 -22 23 -17 25 -25 -27 -12 29 -5
right_child=-2 2 -4 5 10 6 13 8 11 -11 27 -13 16 14 15 22 17 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=47.243329293999125 -26.709907005069603 -42284.776322115387 110666.17927083334 -1237.0345991559871 -169.50162432762124 1830.9922858344185 668.97877332188023 98545.357274159673 15527.441790574598 -54936.2697845644 -55116.197574248574 -64307.830255681823 -13964.296116071428 48388.715700142689 -70722.418016052252 9685.4471717096148 156337.81252598917 49323.549696061062 19819.269925029177 85242.869243421068 78584.91741143589 -34640.972470703127 -10683.316223732036 143332.05730468751 -38587.246212635873 110109.31374080882 20471.861933593751 2562.6580631510419 -28753.55582485082 -23600.929175638339
leaf_weight=793837 3265512 39 30 1081 2584 108 6543 119 62 165 131 22 35 167 32 372 31 227 1393 57 87 20 187 20 23 34 90 60 326 410
leaf_count=793837 3265512 39 30 1081 2584 108 6543 119 62 165 131 22 35 167 32 372 31 227 1393 57 87 20 187 20 23 34 90 60 326 410
internal_value=0 107.908 3439.5 3216.5 8905.21 575.13 4462.75 26813.2 62052.6 -14859.6 -2704.31 31253.7 39281.6 2593.12 16203.6 9112.67 53085.9 62181.9 20859.8 48920.5 22501.5 57421.2 12631.6 20720.4 45301.3 58700.2 45049.9 -36997.2 -11220.3 -7386.73
internal_weight=0 808292 14455 14425 4574 9851 7869 1799 260 1982 2775 141 401 7468 925 758 293 258 1539 119 1500 107 726 539 167 144 124 191 1817 1491
internal_count=4073804 808292 14455 14425 4574 9851 7869 1799 260 1982 2775 141 401 7468 925 758 293 258 1539 119 1500 107 726 539 167 144 124 191 1817 1491
is_linear=0
shrinkage=0.1


Tree=2570
num_leaves=31
num_cat=0
split_feature=4 5 1 1 7 6 0 4 6 4 3 6 6 1 6 4 2 0 0 0 0 0 2 0 0 0 0 1 6 1
split_gain=1.06782e+12 6.38714e+12 2.2787e+13 3.58723e+13 5.77734e+13 5.2476e+13 4.92734e+13 3.7597e+13 3.17322e+13 2.59351e+13 5.7618e+13 6.6618e+13 3.97272e+13 3.89039e+13 6.01229e+13 1.16665e+14 1.14497e+14 7.06403e+13 1.97811e+14 2.14832e+14 1.09852e+14 1.29125e+14 4.31562e+13 7.15138e+13 1.11473e+14 7.36987e+13 5.89201e+13 4.19059e+13 4.72512e+13 3.65502e+13
threshold=9.5000000000000018 1.5000000000000002 38.109452700000006 37.71815560000001 6.0000000000000009 66.990000000000023 55.579943700000008 8.5000000000000018 42.875000000000007 6.5000000000000009 6.5000000000000009 84.00500000000001 43.405000000000008 37.488790500000007 36.905000000000008 8.5000000000000018 75.000000000000014 55.850146250000009 55.768246800000007 55.783232450000007 55.749683450000006 55.649510000000014 75.000000000000014 55.768246800000007 55.783232450000007 55.743464250000009 55.710673100000008 37.600779750000008 40.205000000000005 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 29 12 -12 13 -11 -15 22 17 18 20 -20 21 -17 23 25 -25 26 -16 28 -22 -1
right_child=-2 -3 -4 4 -6 6 -8 8 -10 10 11 -13 -14 14 15 16 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=867.50123574478721 47.687711073218551 -186.7984132599114 521.97273326854133 589.45490385963478 -14483.33924280155 -31449.539182692308 -194335.55925480771 -8130.5253223645595 12546.172852561951 -175.90286979130858 3311.7477284441916 170045.70241292319 -10397.582455439222 -2892.5422405566474 12610.26163295201 -16136.547956295291 -7476.2167368063838 2415.1433349609374 -303105.52242647059 -86952.712592154494 -9720.3745500837067 -157658.3054074122 -19476.950898982788 186461.08450923182 -14425.172016289895 -53419.289703714632 173067.71688878676 -14158.454632112873 166897.80033143942 11521.950629542211
leaf_weight=51391 2181312 1249201 498378 20558 4322 65 26 10278 800 24103 15601 24 7084 5223 70 138 682 136 68 142 28 121 197 67 47 106 34 134 33 3435
leaf_count=51391 2181312 1249201 498378 20558 4322 65 26 10278 800 24103 15601 24 7084 5223 70 138 682 136 68 142 28 121 197 67 47 106 34 134 33 3435
internal_value=0 -54.9655 201.04 -902.698 -3636.84 -2159.28 -77988.4 -1941.16 -6637.35 2.68033 -1552.02 3567.85 -3634.59 -2105.37 -8541.28 -23270.9 -37580.3 -63244.1 -76692.4 -156945 -39571.1 -82252.9 17432.9 39875 103640 5259.89 65067.5 17119.1 85827.2 1535.03
internal_weight=0 1.89249e+06 643291 144913 36049 31727 91 31636 11078 108864 54038 15625 38413 31329 7226 2003 1482 800 664 210 454 259 521 324 114 210 104 195 61 54826
internal_count=4073804 1892492 643291 144913 36049 31727 91 31636 11078 108864 54038 15625 38413 31329 7226 2003 1482 800 664 210 454 259 521 324 114 210 104 195 61 54826
is_linear=0
shrinkage=0.1


Tree=2571
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 2 1 6 6 4 1 1 7 4 6 6 6 3 4 6 7 1 1 1 1 4 1 3 6 6
split_gain=1.27816e+12 6.68501e+12 3.37177e+13 5.93808e+13 8.37047e+13 6.62195e+13 5.32335e+13 6.24898e+13 5.71084e+13 4.3334e+13 7.06399e+13 6.62271e+13 4.43283e+13 3.8581e+13 3.39656e+13 5.84403e+13 3.24561e+13 2.97748e+13 2.83845e+13 2.93473e+13 2.81216e+13 2.78776e+13 2.69212e+13 2.68596e+13 2.63567e+13 7.04289e+13 4.04466e+13 3.79304e+13 3.66301e+13 6.93309e+13
threshold=451.00000000000006 55.972700350000004 55.93962770000001 37.534144550000008 37.425454150000007 75.000000000000014 38.011626600000007 68.00500000000001 62.625000000000007 12.500000000000002 37.71815560000001 37.682335600000009 6.0000000000000009 21.500000000000004 60.910000000000004 61.025000000000006 80.720000000000013 12.500000000000002 23.500000000000004 32.805000000000007 6.0000000000000009 37.543519500000009 37.46219940000001 36.865631950000008 37.71815560000001 12.500000000000002 37.682335600000009 5.5000000000000009 84.00500000000001 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 -1 4 14 -6 8 -8 9 11 -11 12 -5 -7 23 -16 -15 -3 19 20 -12 22 -19 -4 25 26 28 -28 29 -10
right_child=-2 17 3 6 5 13 7 -9 24 10 18 -13 -14 16 15 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=106.11647794897138 -25.01345170072436 -142.24993043854292 -26965.067113439814 -23473.63322842044 -15082.781179665859 34754.898338731575 8285.0671241786567 63854.395743957255 -74580.762890625003 68455.466743543322 2769.4373834425405 -562.66814476958859 -99257.058083564552 -19528.950453179004 -167307.04673437501 -12020.139781944199 103023.31165364584 -9064.7658005005924 -34247.406460433464 7721.5129748559766 130370.95913461538 233.04139989287569 -31208.455947766204 12575.514087747655 -23561.087427646184 86052.160484095977 -37424.640658714656 150466.71237571022 -116213.46189236111 128064.79075
leaf_weight=604814 3396489 51909 194 277 361 2272 1740 229 52 206 31 3098 107 217 25 792 24 2614 155 1612 39 2527 695 1501 1618 84 21 22 54 25
leaf_count=604814 3396489 51909 194 277 361 2272 1740 229 52 206 31 3098 107 217 25 792 24 2614 155 1612 39 2527 695 1501 1618 84 21 22 54 25
internal_value=0 125.433 221.344 4944.26 13311.4 24966.3 134.737 14747.9 -3753.03 1365.62 12927.5 -5418.11 -44590.4 30719.4 -23.0905 -16771.9 -7324.58 -903.634 6700.63 10474.1 73861.7 -7675.85 -13715.7 8049.93 -18827.9 10855.1 -25446.9 58705.8 -53069.5 -8786.75
internal_weight=0 677315 619570 14756 5386 2874 9370 1969 7401 5525 2043 3482 384 2513 2512 817 241 57745 1837 1682 70 5836 3309 1695 1876 258 174 43 131 77
internal_count=4073804 677315 619570 14756 5386 2874 9370 1969 7401 5525 2043 3482 384 2513 2512 817 241 57745 1837 1682 70 5836 3309 1695 1876 258 174 43 131 77
is_linear=0
shrinkage=0.1


Tree=2572
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 4 1 0 0 6 0 6 4 4 4 2 3 2 0 1 0 4 4 4 0 3 6 1 4 0
split_gain=1.08006e+12 1.09219e+13 1.48024e+13 3.90041e+13 3.76981e+13 3.72718e+13 3.29934e+13 3.09188e+13 2.67934e+13 2.23683e+13 1.97264e+13 1.95431e+13 2.47856e+13 2.75721e+13 6.66308e+13 1.14372e+14 3.03613e+13 1.95735e+13 4.72461e+13 4.91149e+13 2.29012e+13 2.42432e+13 4.84834e+13 3.96913e+13 3.52134e+13 3.5081e+13 2.5861e+13 6.8578e+13 1.88671e+13 6.97935e+13
threshold=54.010000000000012 52.015000000000008 65.493200550000012 82.962856350000024 61.273924650000005 17.500000000000004 82.941727000000014 55.071632200000003 54.973017600000006 52.610000000000007 60.753246850000004 52.610000000000007 10.500000000000002 25.500000000000004 26.500000000000004 75.000000000000014 16.500000000000004 75.000000000000014 55.579943700000008 37.897576350000001 55.676890650000011 22.500000000000004 24.500000000000004 15.500000000000002 55.649510000000014 11.500000000000002 53.310000000000009 37.475446350000006 18.500000000000004 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 -4 -11 12 -3 -14 15 16 -15 18 -13 20 21 23 24 25 -23 -20 -24 -28 -22 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 17 13 14 -16 -17 -18 -19 19 -21 28 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=8.2346917238998625 61.635706604429743 385.07706908291874 2643.4927423885338 134.06990659932362 8774.5612628006475 -51264.99678030303 -30852.868872669434 -2838.8779679386007 42219.967797229911 -12615.737467374704 20962.831760649442 -13524.685735407555 -9577.0488942669454 121363.56507457385 -3998.4848788692748 4190.8167506167765 285683.82201086957 -789.28614613839636 20974.61058864704 -51328.122135220234 292.50888163106822 213994.55325520836 4461.9128017461753 1785.0733924267242 58465.102607685818 82752.271662938816 12940.792460414341 189088.94040448591 -11105.303998775011 27811.12967760169
leaf_weight=2268458 1674459 6531 1229 14954 4285 33 163 381 432 7739 179 1367 7434 22 482 76 23 76419 692 145 4302 24 237 1568 37 106 77 31 769 1150
leaf_count=2268458 1674459 6531 1229 14954 4285 33 163 381 432 7739 179 1367 7434 22 482 76 23 76419 692 145 4302 24 237 1568 37 106 77 31 769 1150
internal_value=0 -43.0144 -931.235 -3113.92 -413.096 -7896.35 10343.6 18280.9 35585.6 -9908.38 -11856.6 -801 -4190.62 -7908.9 12656.6 79001.9 205349 -232.918 3814.4 6408.24 7339.16 14899 37474.8 11025 119657 29180.7 22944 63501.8 3970.61 12216.2
internal_weight=0 2.39934e+06 130887 25110 105777 10156 1009 846 465 9147 7918 101492 14568 8037 603 121 45 86924 10505 9138 8993 2772 406 2366 61 798 345 108 6221 1919
internal_count=4073804 2399345 130887 25110 105777 10156 1009 846 465 9147 7918 101492 14568 8037 603 121 45 86924 10505 9138 8993 2772 406 2366 61 798 345 108 6221 1919
is_linear=0
shrinkage=0.1


Tree=2573
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 4 0 0 1 0 1 4 3 0 1 3 0 6 0 3 4 0 4 3 0 0 0 6 0 0
split_gain=1.03024e+12 7.03536e+12 1.21079e+13 9.84508e+12 1.9989e+13 2.35276e+13 5.33641e+13 2.81779e+13 2.95105e+13 4.78331e+13 2.53771e+13 2.23502e+13 1.67465e+13 1.58517e+13 1.45477e+13 3.40827e+13 1.79003e+13 1.39297e+13 1.12531e+13 1.11212e+13 1.92351e+13 1.49451e+13 9.56051e+12 9.49451e+12 1.5429e+13 2.13554e+13 9.36868e+12 8.89712e+12 8.88069e+12 6.52531e+13
threshold=32.005000000000003 33.57500000000001 6877.0000000000009 37.586700500000006 37.649344350000007 17.500000000000004 55.749683450000006 55.728148450000006 37.600779750000008 55.801384500000005 37.618684050000006 5.5000000000000009 7.5000000000000009 55.710673100000008 37.534144550000008 5.5000000000000009 55.883833400000007 32.410000000000004 55.595177750000005 8.5000000000000018 14.500000000000002 55.801384500000005 15.500000000000002 8.5000000000000018 55.759969450000007 55.79439725000001 55.539595350000006 32.410000000000004 55.702806750000008 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 26 12 9 -9 -8 -10 13 -5 -2 28 23 -12 -14 -13 21 -21 -4 24 27 -26 -7 -17 -16 -30
right_child=1 -3 22 4 -6 6 10 8 11 -11 17 19 18 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-161.78964445118743 98.147272503463114 -8.5005843442571898 -1628.2795003561323 -2137.9300973960721 1664.1623974964427 17423.088506155305 -122701.4448910362 203565.01037500001 -54455.871202895221 37658.399386650221 -98692.487215909103 19745.832256340262 9281.3673511753423 -90727.284375000003 -7806.8951839806905 -71466.10091089709 -117458.49674479169 -9521.6457371911347 51737.695600536623 145544.36487742458 22799.573953951323 51743.261518673782 7448.0137610140491 -8009.0738335129317 -138149.54672851562 -39313.656694406702 92219.391153492659 -10534.242538673292 116776.43491210938 -5630.5951712992655
leaf_weight=358908 19299 3604074 23079 529 64324 33 38 25 34 57 22 396 169 21 424 29 24 86 99 29 104 41 1222 145 32 69 34 138 52 268
leaf_count=358908 19299 3604074 23079 529 64324 33 38 25 34 57 22 396 169 21 424 29 24 86 99 29 104 41 1222 145 32 69 34 138 52 268
internal_value=0 15.631 800.422 1354.38 1948.4 12596.9 -18508.6 17002.2 31948.9 88239.7 -52416.1 24306.7 4467.41 -5520.43 -561.162 -11335.1 -33501.1 -27686.1 24964.9 29004.9 50077.1 90603.7 -1171.87 -28622.2 -39774.9 -70628 55379.4 -21115.2 1684.48 14260.5
internal_weight=0 3.7149e+06 110822 86521 66041 1717 213 1504 686 82 146 604 818 550 20480 1181 437 108 268 570 174 70 24301 413 268 101 67 167 744 320
internal_count=4073804 3714896 110822 86521 66041 1717 213 1504 686 82 146 604 818 550 20480 1181 437 108 268 570 174 70 24301 413 268 101 67 167 744 320
is_linear=0
shrinkage=0.1


Tree=2574
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 3 6 2 6 1 0 0 1 1 6 6 3 1 3 3 5 0 3 4 0 3 3 1 1
split_gain=9.61068e+11 1.83938e+12 1.00686e+13 3.3993e+13 1.44319e+13 3.23169e+13 7.09625e+13 3.51504e+13 2.85798e+13 3.63941e+13 3.02814e+13 2.74083e+13 1.46764e+13 6.16334e+13 2.83484e+13 4.07711e+13 6.96001e+13 6.34742e+13 6.30877e+13 5.82225e+13 8.89557e+13 4.55513e+13 4.2036e+13 2.9036e+13 6.63815e+13 2.90014e+13 2.74311e+13 2.50242e+13 1.70973e+13 1.65315e+13
threshold=247.90000000000001 142.05000000000004 39.777866350000004 39.803839700000005 58.08467765000001 57.978821400000008 2.5000000000000004 168.45000000000002 3930.5000000000005 156.15000000000003 53.67029225000001 57.892117950000006 57.634352600000007 39.908802000000009 42.186961750000002 149.05000000000004 168.45000000000002 1.5000000000000002 39.908802000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 43.550475500000012 9.5000000000000018 6.5000000000000009 45.00849250000001 3.5000000000000004 9.5000000000000018 41.912736000000002 39.908802000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 -6 -10 12 14 -14 15 25 19 -18 21 22 29 -19 -17 24 -20 -5 -27 -22 -24 -21
right_child=-2 2 3 4 8 6 7 -9 10 -11 -12 -13 13 -15 -16 16 17 18 23 20 27 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=3.0064804551333673 1734.2322429634282 2022.9266337249317 -130061.6875 5549.9115384615388 -35876.608919270831 -98517.515592447919 58570.976799436474 208573.12767857144 -22529.120698418676 125160.61456139607 -126731.81318824406 -109519.93410644532 155153.21458333332 -18128.480132211538 -1610.5390935267928 99047.615312499998 83406.967655066284 -230313.81486742423 -68328.208107850616 229285.63912760417 -66917.982837653879 -65386.944485294123 -29251.262591145834 -122239.99259159484 75268.878965212265 -37289.642187500001 -167404.04295058141 72722.125892857148 -133765.78191731771 120886.55209673714
leaf_weight=4053505 3193 6605 21 26 36 24 61 21 83 23 42 24 30 65 9511 20 33 33 82 24 33 34 45 29 53 26 43 21 24 34
leaf_count=4053505 3193 6605 21 26 36 24 61 21 83 23 42 24 30 65 9511 20 33 33 82 24 33 34 45 29 53 26 43 21 24 34
internal_value=0 -1.36034 -1036.14 -2960.25 -2705.56 -2209.48 52721.2 96986.2 -30464.8 26900.6 -57541.2 -2780.89 -2528.9 36592.1 -2897.93 -24762.8 -12566.8 -46324.6 -64857.7 31771.8 79748.8 -146620 -28603.7 -31455 -11953.1 -84459 -118375 -12613.5 -65604.1 165741
internal_weight=0 4.07061e+06 17106 10501 10480 10296 106 82 184 59 125 10190 10166 95 10071 560 465 264 231 201 112 67 89 164 135 95 69 54 69 58
internal_count=4073804 4070611 17106 10501 10480 10296 106 82 184 59 125 10190 10166 95 10071 560 465 264 231 201 112 67 89 164 135 95 69 54 69 58
is_linear=0
shrinkage=0.1


Tree=2575
num_leaves=31
num_cat=0
split_feature=2 6 6 6 6 1 1 1 5 3 0 5 4 1 1 0 4 1 0 4 0 4 3 4 4 0 1 1 0 2
split_gain=9.23487e+11 6.86276e+12 2.23953e+13 1.93048e+13 3.4324e+13 3.36567e+13 2.05326e+13 3.12892e+13 3.73972e+13 2.99967e+13 2.38006e+13 2.37756e+13 3.01887e+13 4.10711e+13 9.13112e+13 3.51021e+13 4.32532e+13 2.96653e+13 2.65871e+13 6.57318e+13 4.22821e+13 3.13965e+13 3.21579e+13 2.65041e+13 1.90005e+13 4.65038e+13 4.28491e+13 4.08014e+13 3.1676e+13 4.67277e+13
threshold=451.00000000000006 58.305000000000007 58.045000000000009 59.025000000000013 59.245000000000012 37.957884500000006 37.649344350000007 37.618684050000006 2.5000000000000004 5.5000000000000009 55.883833400000007 2.5000000000000004 20.500000000000004 37.517483500000004 37.503969450000007 55.633951400000008 22.500000000000004 37.131181300000009 55.775215600000003 8.5000000000000018 55.737027400000009 7.5000000000000009 3.5000000000000004 9.5000000000000018 16.500000000000004 56.342669500000007 37.517483500000004 37.543519500000009 55.348830750000012 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 12 17 14 15 16 -14 23 19 20 -19 22 -20 -3 28 -26 -27 -28 -6 -30
right_child=-2 3 -4 4 24 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 18 21 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-64.476796779254968 -21.261579835697653 11414.639906193661 -9174.22945188013 -15564.842247457887 -4613.3024970115139 33231.890658408716 -159.50668576320848 55123.709773547031 34942.680231813523 -68430.808353365384 -9159.1661532300368 -4445.1155945946184 158816.72500000001 24121.895030206604 -213503.35745738639 -14937.934380322096 2811.4306096003606 -21161.224175854266 43429.190178571429 30517.294627905143 -179567.78140625 41754.805245379546 214586.97309782609 -77181.640441406256 -332.03213917283358 55672.650359987747 -52226.623856733277 42074.057008713949 -484.97906226330434 3771.4978535295218
leaf_weight=447569 3396489 104 2715 2017 8132 152 3907 292 61 52 741 816 27 526 22 578 52 107 21 945 20 268 23 50 103311 51 390 52 46684 57630
leaf_count=447569 3396489 104 2715 2017 8132 152 3907 292 61 52 741 816 27 526 22 578 52 107 21 945 20 268 23 50 103311 51 390 52 46684 57630
internal_value=0 106.619 -119.404 554.905 371.801 -12145.2 5198.81 9648.31 36220.3 -12627.4 7145.6 10540.3 14998.3 3146.19 -13103 -6392.51 56129.7 24284.2 28916.9 21439.6 -46107.1 54608.3 132898 -17350.4 497.348 -478.246 -31118.1 -41132.4 1397.96 1866.58
internal_weight=0 677315 450284 227031 218419 2169 8612 4705 405 113 4300 3559 2743 1205 679 657 79 1538 1384 1072 127 312 44 154 216250 103804 493 442 112446 104314
internal_count=4073804 677315 450284 227031 218419 2169 8612 4705 405 113 4300 3559 2743 1205 679 657 79 1538 1384 1072 127 312 44 154 216250 103804 493 442 112446 104314
is_linear=0
shrinkage=0.1


Tree=2576
num_leaves=31
num_cat=0
split_feature=3 0 4 4 1 7 6 6 6 6 6 2 4 1 4 6 0 4 7 1 3 4 0 6 5 6 4 3 5 6
split_gain=9.85592e+11 8.81619e+12 2.57739e+13 2.63704e+13 6.59258e+13 3.16105e+13 3.42882e+13 2.45985e+13 2.52219e+13 3.97794e+13 2.1523e+13 2.39496e+13 2.95339e+13 2.57258e+13 3.04987e+13 2.25281e+13 1.95593e+13 5.42165e+13 4.50484e+13 4.10066e+13 4.36288e+13 2.55923e+13 4.7325e+13 2.54889e+13 2.46265e+13 3.76251e+13 2.47111e+13 3.56061e+13 2.39885e+13 4.84221e+13
threshold=12.500000000000002 60.028671700000011 19.500000000000004 20.500000000000004 30.226173900000003 6.0000000000000009 63.855000000000011 32.005000000000003 46.805000000000007 33.305000000000007 55.805000000000007 3338.0000000000005 16.500000000000004 30.226173900000003 15.500000000000002 96.050000000000011 59.982409200000006 24.500000000000004 6.0000000000000009 30.452677500000004 22.500000000000004 25.500000000000004 60.01610465000001 48.945000000000007 1.5000000000000002 52.330000000000005 16.500000000000004 15.500000000000002 2.5000000000000004 77.010000000000005
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 16 10 4 5 -4 7 -7 9 -9 -3 12 13 -12 15 -15 -2 19 -19 20 24 -20 -23 -22 -18 -26 -27 28 29 -28
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 18 21 -21 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-17.519209177141533 119.15083359636347 -3079.5023486262762 -28290.544852891082 -710.50133799566186 -5688.3070575000793 146676.86874999999 152142.1683388158 72486.71104138963 70472.701153273811 -51296.232610452593 78400.453700657905 -1558.9564502317517 -33473.909684559818 -22923.991961984539 17652.157057291668 -122079.77791015625 3500.1186581566735 9161.0643464188888 -16824.307776007317 -12809.550004035751 13284.93516825187 -12539.575129108602 55107.805461588541 73412.028152095372 36495.916348234954 -4984.0830208824964 24174.393286392078 5293.7855670333602 50180.475661470555 -110549.87426757812
leaf_weight=3615175 424604 3735 43 14735 492 24 38 47 126 58 38 737 930 97 180 30 3547 1462 2329 799 119 333 150 173 675 778 565 1384 373 28
leaf_count=3615175 424604 3735 43 14735 492 24 38 47 126 58 38 737 930 97 180 30 3547 1462 2329 799 119 333 150 173 675 778 565 1384 373 28
internal_value=0 138.096 -1848.08 265.278 17630.1 51775 63525.3 50319.6 40308.5 4111.37 -7571.09 -15909.1 -24204 784.304 -8822.91 -46346.6 234.88 4099.54 -5077.17 8746.06 10999.8 -12479.8 8468.93 48908.2 9493.76 15083.9 10463.4 15577.5 30311 17813
internal_weight=0 458629 21310 15563 828 336 293 255 231 105 5747 2012 1275 345 307 127 437319 12715 4274 8441 7642 2812 483 292 7350 3803 3128 2350 966 593
internal_count=4073804 458629 21310 15563 828 336 293 255 231 105 5747 2012 1275 345 307 127 437319 12715 4274 8441 7642 2812 483 292 7350 3803 3128 2350 966 593
is_linear=0
shrinkage=0.1


Tree=2577
num_leaves=31
num_cat=0
split_feature=4 5 2 6 0 6 6 6 0 0 6 0 0 1 1 3 1 1 1 0 2 0 6 1 0 1 1 1 0 0
split_gain=9.08642e+11 3.28044e+12 1.04483e+13 8.6337e+12 8.19738e+12 6.88576e+12 5.12719e+12 5.92589e+12 1.13423e+13 6.94382e+12 5.46084e+12 4.49124e+12 6.55132e+12 6.21798e+12 4.36864e+12 4.35794e+12 6.27266e+12 1.22756e+13 5.20096e+12 4.67574e+12 4.21618e+12 7.80268e+12 5.25288e+12 6.56765e+12 4.12854e+12 3.59783e+12 1.13939e+13 1.02595e+13 1.34019e+13 2.61663e+13
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 30.985000000000003 55.649510000000014 31.410000000000004 75.605000000000004 247.90000000000001 56.342669500000007 56.228352100000002 44.410000000000004 44.878071950000013 47.319699650000011 38.948208550000011 113.48479755000001 1.5000000000000002 44.064675150000006 43.862029600000007 38.97264950000001 45.022979600000006 8299.5000000000018 55.161746650000005 30.425000000000001 82.886781200000016 47.207933300000008 82.975438000000011 82.991167100000027 82.648284550000014 55.123213100000008 54.998919050000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -8 14 -4 13 -13 -7 -12 17 18 -17 -20 -14 22 -22 -24 -15 27 -27 -3 29 -29
right_child=-2 25 5 4 -6 6 7 -9 -10 -11 15 12 20 24 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-7716.0477050784975 -7.9467851745512919 602.14714406379107 7323.0224974575003 9834.1690340909099 88173.647242647072 -1743.2647747855751 28228.867234375004 -15572.457792467951 -35852.561132812501 94620.259442934781 -5160.0041175310844 6723.4431470891668 2429.4661426233397 -3237.7654909396497 -16993.514915713964 -39627.610741051962 -1898.6706421764186 -101652.20878906251 34433.183922230113 -17109.73494540128 -1813.1706490890192 -11891.013914102223 37571.739538276488 4062.3953961540669 -12193.442212174932 -13444.150991554206 -258.93935305489492 12938.940412667163 23027.747944662606 -7556.7466307284694
leaf_weight=32 3961637 70604 966 22 34 11360 50 39 20 23 847 461 8239 1707 191 86 141 21 22 88 937 630 82 204 737 697 10977 1405 426 1119
leaf_count=32 3961637 70604 966 22 34 11360 50 39 20 23 847 461 8239 1707 191 86 141 21 22 88 937 630 82 204 737 697 10977 1405 426 1119
internal_value=0 280.673 -681.235 33719.8 57397.4 -793.979 -2460.81 17146.5 30867.3 49146.7 -2663.71 744.526 255.58 -3929.06 -1995.43 -9069.74 -18319.9 -28989.9 -21204.6 -6801.15 1460.14 -2849.79 1807.58 13670 -5938.39 584.715 -1046.17 843.558 6621.37 3852.3
internal_weight=0 112167 26939 88 56 26851 12888 132 93 73 12756 13963 12997 2905 11551 1205 358 217 196 110 10092 1853 1223 286 2444 85228 11674 73554 2950 2524
internal_count=4073804 112167 26939 88 56 26851 12888 132 93 73 12756 13963 12997 2905 11551 1205 358 217 196 110 10092 1853 1223 286 2444 85228 11674 73554 2950 2524
is_linear=0
shrinkage=0.1


Tree=2578
num_leaves=31
num_cat=0
split_feature=4 0 1 1 1 6 1 4 4 3 5 6 6 6 4 6 6 6 0 3 3 6 4 6 6 6 4 6 1 7
split_gain=9.10734e+11 6.1283e+12 3.74085e+13 2.99972e+13 5.94186e+13 4.12376e+13 3.72528e+13 5.15384e+13 1.21626e+14 5.9797e+13 5.57292e+13 5.38151e+13 8.87753e+13 5.13522e+13 4.61711e+13 5.609e+13 4.25904e+13 9.51708e+13 4.05005e+13 3.20328e+13 5.73094e+13 8.76453e+13 7.10415e+13 4.57275e+13 4.49939e+13 6.47302e+13 6.2474e+13 4.07159e+13 2.93693e+13 3.60561e+13
threshold=9.5000000000000018 44.878071950000013 37.755233900000007 39.749243900000003 39.908802000000009 24.030000000000005 39.735861600000007 15.500000000000002 17.500000000000004 4.5000000000000009 1.5000000000000002 77.565000000000012 47.805000000000007 87.395000000000024 10.500000000000002 71.715000000000018 55.805000000000007 65.805000000000021 43.6005307 7.5000000000000009 8.5000000000000018 49.010000000000012 16.500000000000004 134.05000000000004 71.715000000000018 46.805000000000007 18.500000000000004 82.00500000000001 37.318079750000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 9 11 -8 18 12 -9 -13 15 -12 -14 -18 -11 -7 21 -21 -23 24 25 -22 27 -26 29 -2
right_child=1 -3 3 4 -6 19 7 8 -10 10 14 13 16 -15 -16 -17 17 -19 -20 20 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-50.761851937850423 23561.24130516178 70.693610304281151 1584.7220979405174 76854.134440104172 -421.42452792304931 -26327.143965579497 -41297.642484438518 46973.179840455574 9412.8035419748794 105793.50871594239 7639.212472603539 -70563.218915719699 257636.39507897419 113559.990234375 -13598.303884310788 195212.41509374999 -44664.595625000002 236953.92169270833 -26683.697031250005 -29827.215009149775 6712.330471584808 47273.015858289931 207829.34066722973 -125947.65963541668 -3961.3789569805194 -46255.612337009006 -49375.323158482148 88478.045214062498 -10299.462295772993 -7894.5082202316426
leaf_weight=1892492 626 2127517 20699 48 20419 1616 246 83 536 100 44 33 46 28 365 25 20 30 30 111 422 108 37 36 77 509 84 125 6420 872
leaf_count=1892492 626 2127517 20699 48 20419 1616 246 83 536 100 44 33 46 28 365 25 20 30 30 111 422 108 37 36 77 509 84 125 6420 872
internal_value=0 44.0407 -1010.05 85.4844 -2399.75 -15130.7 2716.47 17487 35904.3 -157.192 17787 95068.6 122712 13952.4 583.076 75600.5 188194 124307 75221.8 -16543.6 -6066.31 37048.2 88242.6 -14875 -11589.4 -22246.5 23102.1 53241.2 -7357.57 5250.55
internal_weight=0 2.18131e+06 53795 45877 23592 3173 22285 1586 776 810 564 240 179 61 434 69 96 50 130 3125 1509 256 145 1253 1217 931 286 202 7918 1498
internal_count=4073804 2181312 53795 45877 23592 3173 22285 1586 776 810 564 240 179 61 434 69 96 50 130 3125 1509 256 145 1253 1217 931 286 202 7918 1498
is_linear=0
shrinkage=0.1


Tree=2579
num_leaves=31
num_cat=0
split_feature=3 4 3 6 6 2 6 2 6 6 6 1 1 1 1 1 6 0 0 0 0 6 1 1 0 6 2 0 6 1
split_gain=9.65869e+11 7.88374e+12 1.77673e+13 3.03324e+13 2.84373e+13 3.46764e+13 5.56127e+13 4.26675e+13 5.83358e+13 5.74406e+13 2.66301e+13 2.82721e+13 2.90442e+13 4.19261e+13 3.55559e+13 3.77291e+13 2.77309e+13 5.49768e+13 5.32815e+13 3.13436e+13 2.74185e+13 2.77164e+13 2.5935e+13 2.58824e+13 3.99654e+13 2.57215e+13 2.37178e+13 2.75521e+13 2.72094e+13 2.70226e+13
threshold=4.5000000000000009 6.5000000000000009 5.5000000000000009 37.705000000000005 130.05000000000004 6082.0000000000009 142.05000000000004 2911.0000000000005 168.45000000000002 142.05000000000004 142.05000000000004 36.049731800000011 49.195555600000006 45.71452080000001 38.927872750000006 38.965413050000002 168.45000000000002 56.838524800000009 55.737027400000009 55.043091000000011 56.128722100000005 189.00000000000003 49.095306150000006 43.80299105000001 56.309668500000008 116.05000000000001 2865.5000000000005 57.60122925000001 168.45000000000002 39.023883200000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 7 -7 -6 9 -9 -2 -12 13 14 -13 -16 17 18 -14 -18 21 22 -15 26 -25 -5 27 29 -28 -17
right_child=1 -3 3 4 5 6 -8 8 -10 -11 11 12 16 20 15 23 19 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=51.561847458333801 -295.64805798932827 17.355473566880651 5151.4270913945948 -7093.1104239361202 25736.120542968754 190362.97792245372 27533.14852476729 -101263.27267795139 -207872.61350097659 81389.243371212127 20231.247797874705 -59731.554864856356 -35959.419991736781 -20938.453901486282 117964.61201171875 -45268.829190340912 -16716.109559230939 -136185.07020232372 94784.828739519813 47226.372172619049 -140471.8328634511 18727.25341796875 -126858.27122641509 -10918.915218904704 105152.3205357143 -38754.624103338072 -152838.47311422412 -112824.41924252718 -30155.290100097656 37678.009655887567
leaf_weight=1920388 198679 1940754 2677 9137 200 27 94 36 20 33 211 155 130 41 24 66 141 39 41 168 46 40 53 101 42 264 29 23 48 97
leaf_count=1920388 198679 1940754 2677 9137 200 27 94 36 20 33 211 155 130 41 24 66 141 39 41 168 46 40 53 101 42 264 29 23 48 97
internal_value=0 -45.9822 -624.002 -4283.52 -6857.91 18922.1 63867.1 104.287 -57495.3 -13907.7 -395.7 -13692.2 -19266.9 -31654.8 -18669 -3867.37 -1007.14 -29046.5 -4611.38 18048.7 -73858.8 -50991.6 -80659.2 -11069.3 23171.9 -7982.23 -29687.1 -10365.3 -76360.6 4092.17
internal_weight=0 2.15342e+06 212662 12488 9811 410 121 289 89 69 200174 1495 1284 765 585 430 519 210 171 309 180 134 94 406 143 9401 263 186 77 163
internal_count=4073804 2153416 212662 12488 9811 410 121 289 89 69 200174 1495 1284 765 585 430 519 210 171 309 180 134 94 406 143 9401 263 186 77 163
is_linear=0
shrinkage=0.1


Tree=2580
num_leaves=31
num_cat=0
split_feature=0 0 4 1 7 4 1 6 2 7 6 6 5 6 6 6 0 6 4 4 4 6 5 1 6 6 4 4 4 3
split_gain=9.88068e+11 1.41412e+13 2.61022e+13 2.42102e+13 5.6583e+13 3.74984e+13 3.63125e+13 3.40733e+13 2.86109e+13 2.85313e+13 2.01744e+13 3.13022e+13 4.30599e+13 2.70017e+13 2.43642e+13 2.21987e+13 1.82814e+13 1.83874e+13 1.74622e+13 2.28252e+13 1.69939e+13 1.64413e+13 2.11218e+13 1.60951e+13 1.52582e+13 1.75262e+13 3.77656e+13 2.30695e+13 2.11489e+13 1.97364e+13
threshold=53.341100000000004 53.175387700000009 5.5000000000000009 50.136929700000003 6.0000000000000009 9.5000000000000018 49.692247900000005 96.050000000000011 2851.5000000000005 6.0000000000000009 55.805000000000007 105.00500000000001 3.5000000000000004 149.05000000000004 142.05000000000004 189.00000000000003 53.310923100000004 43.605000000000011 21.500000000000004 16.500000000000004 25.500000000000004 125.02000000000002 3.5000000000000004 50.815483650000004 64.405000000000015 77.565000000000012 10.500000000000002 15.500000000000002 12.500000000000002 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 -1 16 5 8 6 9 20 -5 -4 -10 24 18 14 -14 -15 -3 -18 19 -13 -6 -8 -23 -19 -12 27 -27 -26 -28 -29
right_child=-2 2 3 4 7 -7 21 -9 10 -11 11 12 13 15 -16 -17 17 23 -20 -21 -22 22 -24 -25 25 26 28 29 -30 -31
leaf_value=-9.4720228122140977 -28.64119390900926 -3230.1694430250232 -12168.482569376629 -26502.406667512914 -4904.6544293659963 4036.5190133350516 25391.01937562837 -35631.860287673306 2008.0303521129583 33657.674862441192 15909.485877099101 -21839.660836100637 10279.399512976128 108993.851296875 -97603.787432065234 15225.993489583336 -1445.4911544397719 18545.935131085909 30267.730609375001 -75690.739354451507 18527.670906474428 118899.98018465909 19756.636197916669 1387.004559974333 -1776.8804424891839 26389.903951115924 -29691.758585883246 -8767.1233137952731 6950.519960757686 24397.728966674807
leaf_weight=967174 3044203 14783 504 301 7973 7589 1355 355 13630 186 2748 437 233 50 23 51 2979 1182 50 96 322 44 42 1017 2877 1200 180 239 1261 720
leaf_count=967174 3044203 14783 504 301 7973 7589 1355 355 13630 186 2748 437 233 50 23 51 2979 1182 50 96 322 44 42 1017 2877 1200 180 239 1261 720
internal_value=0 84.6829 1543.41 2945.33 1644.47 7327.86 19049.1 -5293.43 4135.04 184.656 4522.6 7894.32 -9489.81 17861.2 586.769 61645.7 -1439.1 3674.35 -26238.2 -31538.9 -3995.05 28082 70481.1 10610.2 9665.71 7016.66 13285.9 2700.45 2373.41 16132.5
internal_weight=0 1.0296e+06 62427 42466 32746 9720 2131 8650 24096 690 23795 10165 940 357 256 101 19961 5178 583 533 8295 1441 86 2199 9225 6477 2641 3836 1441 959
internal_count=4073804 1029601 62427 42466 32746 9720 2131 8650 24096 690 23795 10165 940 357 256 101 19961 5178 583 533 8295 1441 86 2199 9225 6477 2641 3836 1441 959
is_linear=0
shrinkage=0.1


Tree=2581
num_leaves=31
num_cat=0
split_feature=4 4 0 0 7 0 4 1 1 1 6 6 6 6 6 6 6 4 0 6 0 1 1 1 6 0 1 4 1 0
split_gain=9.45019e+11 8.58766e+12 4.70368e+13 1.48728e+14 2.01615e+14 8.51745e+13 1.02875e+14 8.94836e+13 5.87452e+13 1.01397e+14 8.17955e+13 6.63657e+13 1.18927e+14 5.79078e+13 9.05179e+13 6.38827e+13 5.54162e+13 7.62329e+13 8.53053e+13 5.14336e+13 4.89832e+13 1.85074e+14 2.16989e+14 4.82989e+13 4.4449e+13 4.37016e+13 7.04529e+13 2.29461e+14 2.8991e+14 2.33955e+14
threshold=10.500000000000002 14.500000000000002 55.840017500000009 55.850146250000009 6.0000000000000009 55.79439725000001 13.500000000000002 37.618684050000006 37.517483500000004 37.631035900000008 62.375000000000007 41.705000000000005 42.875000000000007 80.720000000000013 80.030000000000015 93.050000000000011 66.010000000000005 11.500000000000002 55.806294650000005 92.02500000000002 55.883833400000007 37.343102500000008 37.234509300000006 38.247071200000008 54.010000000000012 55.728148450000006 37.702956500000006 12.500000000000002 37.534144550000008 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 8 13 10 11 -7 -10 -13 14 -8 -15 -14 -18 -19 -9 21 22 -5 -6 -11 -2 27 28 -27 -29
right_child=1 -3 3 20 23 6 7 19 9 24 -12 12 16 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=37.270914854483635 -1607.8497138576647 57.935485722582598 2887.4103043566329 -20629.35870666504 81996.827000165751 33201.489758351119 -31195.729639977846 -10702.083858240807 -4110.7830244291199 -5698.1763251325674 -21025.565384990987 -294583.04035156249 -64027.992299849378 -115560.89512824293 172629.38167613637 11211.048968160379 -69422.339749053033 171750.61884300597 -46946.994506048388 58417.368545968195 20.365816383892287 5510.580410174357 174286.84190769063 -7515.3984950734612 21800.924385736795 -41599.022187867362 -1156.7477141400548 83806.097521922216 19143.681007948599 15760.512894561805
leaf_weight=2547999 146386 1214233 1061 96 601 970 2262 2777 454 1677 390 20 437 159 22 53 66 42 31 112 130142 7143 141 67 905 1276 9849 726 2045 1662
leaf_count=2547999 146386 1214233 1061 96 601 970 2262 2777 454 1677 390 20 437 159 22 53 66 42 31 112 130142 7143 141 67 905 1276 9849 726 2045 1662
internal_value=0 -62.2401 -530.579 836.236 29982.7 -1635.09 -10417.9 -20004.4 -76.6075 -6714.73 17651.1 -32916.1 -54858.4 -33873 -29232.4 -83867.9 -46534.6 8462.55 78879 -8022.48 469.791 8395.14 95333.4 73018.8 3940.35 -1072.31 3966.63 12805.3 -4194.98 36447.7
internal_weight=0 1.5258e+06 311572 139251 1729 172321 10377 5385 4992 3632 1360 1050 596 2496 2284 212 576 139 73 2889 137522 7380 237 668 2582 161944 15558 5709 3321 2388
internal_count=4073804 1525805 311572 139251 1729 172321 10377 5385 4992 3632 1360 1050 596 2496 2284 212 576 139 73 2889 137522 7380 237 668 2582 161944 15558 5709 3321 2388
is_linear=0
shrinkage=0.1


Tree=2582
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 5 6 7 1 4 3 3 4 6 6 6 4 1 1 6 4 7 3 3 7 6 1 6 4 1
split_gain=9.29908e+11 1.05757e+13 2.0281e+13 1.93438e+13 2.05879e+13 2.87198e+13 4.11546e+13 2.60656e+13 5.95639e+13 3.24669e+13 8.54415e+13 3.19169e+13 2.83284e+13 2.22579e+13 2.18508e+13 1.83515e+13 1.62172e+13 1.62585e+13 1.87154e+13 2.41787e+13 1.81861e+13 4.25306e+13 3.31618e+13 2.10058e+13 2.05627e+13 2.80281e+13 3.65156e+13 6.56553e+13 4.69179e+13 2.4272e+13
threshold=55.046782850000007 55.039488700000007 25.500000000000004 59.999510900000011 82.918694400000007 1.5000000000000002 56.805000000000007 6.0000000000000009 82.886781200000016 21.500000000000004 7.5000000000000009 11.500000000000002 24.500000000000004 55.015000000000008 66.990000000000023 83.010000000000005 27.500000000000004 83.015546400000019 82.991167100000027 37.995000000000012 9.5000000000000018 6.0000000000000009 11.500000000000002 3.5000000000000004 6.0000000000000009 104.01000000000001 82.941727000000014 69.605000000000004 16.500000000000004 82.95992385000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 -9 11 -11 -7 -12 -5 -14 -10 17 18 20 -20 21 23 -22 -6 25 26 27 -24 -28 -30
right_child=-2 2 -4 4 16 7 -8 8 15 10 12 -13 14 -15 -16 -17 -18 -19 19 -21 22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=20.880893445542512 -43.719770796435796 -22917.262617492677 72156.403582317071 -1630.3750652539829 2364.124222001155 7506.7987598007867 -60699.045011255301 -12939.877001218869 67023.83294856103 148885.76117658944 113504.97253311821 -28697.940565952038 75153.012165178574 65254.332261029413 -22041.593826362783 30463.648512690997 -56941.048588966834 -17007.853960152421 -5094.5447562123263 19204.676582346736 6806.7742978535452 132456.8722826087 6907.8586282169117 -7768.0777545420488 4425.502414148842 33976.232949490019 22590.404129149822 -94801.745545869722 420.67532385190327 -21870.698853994447
leaf_weight=1825156 2217197 314 41 2037 3413 4331 118 266 219 58 23 258 28 51 133 368 49 510 626 1184 7511 23 119 5109 1845 144 427 136 768 1342
leaf_count=1825156 2217197 314 41 2037 3413 4331 118 266 219 58 23 258 28 51 133 368 49 510 626 1184 7511 23 119 5109 1845 144 427 136 768 1342
internal_value=0 52.211 1870.35 1778.61 2027.98 6440.79 -3243.69 10199.4 26315.2 7353.88 43052.6 5471.32 9692.21 3.30313 -5138.18 44103.6 527.631 649.234 1046.86 10800.6 199.605 -3343.69 2662.79 -3710.2 -3847.45 -9046.23 -11265.2 -47337.3 -7639.45 -13757.1
internal_weight=0 1.85661e+06 31451 31410 31096 7890 2206 5684 853 4831 242 4589 184 2088 161 587 23206 23157 22647 1810 20837 8545 12292 8522 4781 2936 2792 255 2537 2110
internal_count=4073804 1856607 31451 31410 31096 7890 2206 5684 853 4831 242 4589 184 2088 161 587 23206 23157 22647 1810 20837 8545 12292 8522 4781 2936 2792 255 2537 2110
is_linear=0
shrinkage=0.1


Tree=2583
num_leaves=31
num_cat=0
split_feature=4 6 5 1 4 2 0 0 6 3 6 0 0 7 4 0 0 6 4 1 1 7 3 6 6 1 1 4 3 7
split_gain=9.58512e+11 8.36797e+12 2.36236e+13 3.73387e+13 3.06385e+13 5.5324e+13 3.65911e+13 4.40681e+13 2.96429e+13 2.93035e+13 2.63081e+13 2.53654e+13 5.5722e+13 4.82705e+13 4.06421e+13 3.18832e+13 5.343e+13 6.65852e+13 6.41211e+13 5.36534e+13 7.69137e+13 5.98461e+13 4.86894e+13 4.22163e+13 4.71806e+13 4.10195e+13 6.41476e+13 5.93377e+13 3.98846e+13 5.33484e+13
threshold=19.500000000000004 64.015000000000015 2.5000000000000004 60.636764050000004 20.500000000000004 6082.0000000000009 54.998919050000005 55.039488700000007 64.805000000000021 14.500000000000002 68.515000000000015 55.737027400000009 55.743464250000009 6.0000000000000009 23.500000000000004 55.685785750000008 55.667390500000003 81.705000000000013 23.500000000000004 37.290808600000013 37.631035900000008 6.0000000000000009 4.5000000000000009 95.045000000000016 69.605000000000004 37.475446350000006 37.768783500000005 20.500000000000004 8.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -4 -7 -10 15 13 -13 -14 16 -3 19 -19 -18 21 22 -21 24 -17 -26 27 -27 -29 -30
right_child=1 2 4 -5 -6 6 7 -9 10 -11 -12 12 14 -15 -16 23 17 18 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=17.611217412781652 133.35918922398238 -3622.524488553664 -96416.5000400641 -8582.3981858739389 802.76954926360008 35505.793381395531 -34042.247806490392 19669.78678032192 22494.193575391586 139393.99730785473 -10303.408780613887 7575.0933706974647 6616.2804367534691 128148.73355712891 -2446.9606304995746 -3878.7316981685467 -50031.253727213545 27649.078087797621 -214037.84809782609 158103.45240885418 10719.326634473266 117853.46914311306 1855.3831865730933 97693.595359848492 -12833.388620772561 10526.071223958334 -14746.162184175533 -34150.608549528304 -229552.24565770349 -99591.977618869816
leaf_weight=3599339 337917 17343 39 8416 78111 102 195 705 255 37 5980 69 7544 64 14377 1346 81 21 23 24 481 157 118 33 526 51 235 53 43 119
leaf_count=3599339 337917 17343 39 8416 78111 102 195 705 255 37 5980 69 7544 64 14377 1346 81 21 23 24 481 157 118 33 526 51 235 53 43 119
internal_value=0 -133.6 -794.249 -2494.48 223.294 -5966.15 15407.2 8032.18 -9505.68 63159.5 -8962.05 -1294.8 1063.64 65595.5 672.107 -3813.1 -2386.44 21301.3 -98687.3 27433.1 35477.4 75305.7 28263.5 -14633.4 -16195.5 -32337.9 -52815.8 -86448.7 -109452 -134088
internal_weight=0 474465 136548 51124 85424 7313 1039 900 6274 139 6235 42708 22054 133 21921 20654 18248 905 44 861 780 299 142 2406 2373 1027 501 266 215 162
internal_count=4073804 474465 136548 51124 85424 7313 1039 900 6274 139 6235 42708 22054 133 21921 20654 18248 905 44 861 780 299 142 2406 2373 1027 501 266 215 162
is_linear=0
shrinkage=0.1


Tree=2584
num_leaves=31
num_cat=0
split_feature=0 0 4 4 6 7 0 3 3 6 5 6 1 6 7 6 3 2 1 6 0 6 6 4 4 2 3 7 4 6
split_gain=9.49593e+11 1.15359e+13 2.14438e+13 2.05497e+13 2.33643e+13 2.49929e+13 3.5095e+13 2.61318e+13 2.29136e+13 2.97683e+13 1.92145e+13 1.95741e+13 2.40456e+13 3.61667e+13 2.29185e+13 1.8382e+13 1.70466e+13 1.68303e+13 1.5122e+13 1.50603e+13 1.46689e+13 1.55622e+13 1.37175e+13 2.09988e+13 2.63172e+13 2.06416e+13 1.36486e+13 1.45666e+13 3.06348e+13 3.33947e+13
threshold=53.341100000000004 53.175387700000009 5.5000000000000009 8.5000000000000018 75.010000000000005 6.0000000000000009 53.20799465000001 1.5000000000000002 6.5000000000000009 106.49500000000002 4.5000000000000009 91.02500000000002 50.213874250000011 80.720000000000013 6.0000000000000009 96.050000000000011 2.5000000000000004 2851.5000000000005 83.971434050000013 31.995000000000001 53.310923100000004 43.605000000000011 40.905000000000008 9.5000000000000018 12.500000000000002 5972.5000000000009 3.5000000000000004 6.0000000000000009 21.500000000000004 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 -6 9 15 11 12 13 22 17 -9 -15 -14 20 -19 -3 -22 -5 -24 25 -25 -13 28 -28 -30
right_child=-2 2 3 10 5 6 -8 8 -10 -11 -12 26 14 16 -16 -17 -18 19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-2.02260512153146 -28.078006192231882 -2663.8813981215194 5605.0482791442328 -708.43023027383595 119856.36451322115 136541.8548537234 -14208.591270380435 20836.232878880721 96377.290743371224 -19453.088586759306 48911.292555514257 -18649.793277367764 -22344.132766607156 -9594.7707069396984 -4429.1638404304467 96234.144979039644 29586.730121848919 -7244.057619481825 -31731.01464512201 4276.1149663414426 -1176.8946872484055 9965.9890800223639 15056.751153506959 -9591.2698009551859 6868.7803880680585 20533.634980844352 -1362.4005096562628 -12183.442134242214 1820.2176084648058 85203.243914930557
leaf_weight=967174 3044203 14667 1107 3872 26 47 23 153 33 183 88 610 262 128 6452 41 838 1247 162 12611 2956 2176 2163 1817 7672 260 1681 959 103 90
leaf_count=967174 3044203 14667 1107 3872 26 47 23 153 33 183 88 610 262 128 6452 41 838 1247 162 12611 2956 2176 2163 1817 7672 260 1681 959 103 90
internal_value=0 83.0177 1400.54 2671.22 13742 31543.5 87009.6 22638.4 16473.4 9479.12 2234.11 2133.35 2798.9 5611.88 508.537 36770.8 24395 2764.77 -1302.76 3239.48 -1053.79 3547.76 4462.33 6143.09 4165.42 -5820.22 -5081.24 -2159.67 2969.89 40703.5
internal_weight=0 1.0296e+06 62427 42466 1613 506 70 436 410 377 40853 40765 37322 16750 20572 194 966 14120 19961 13858 19799 5132 15784 11912 9749 2077 3443 2833 1874 193
internal_count=4073804 1029601 62427 42466 1613 506 70 436 410 377 40853 40765 37322 16750 20572 194 966 14120 19961 13858 19799 5132 15784 11912 9749 2077 3443 2833 1874 193
is_linear=0
shrinkage=0.1


Tree=2585
num_leaves=31
num_cat=0
split_feature=3 0 7 3 1 0 6 0 4 6 6 6 5 7 6 3 0 0 4 6 2 0 3 3 0 6 6 0 6 5
split_gain=8.97296e+11 3.67594e+12 3.52667e+12 1.35505e+12 5.7505e+12 8.41697e+12 4.58156e+12 4.75811e+12 5.41794e+12 2.22788e+12 2.01485e+12 2.09405e+12 2.53167e+12 2.54374e+12 9.42119e+11 8.70137e+11 4.75873e+12 1.32301e+13 1.56179e+13 1.77429e+13 1.43229e+13 9.79938e+12 9.518e+12 1.00071e+13 1.60499e+13 1.30976e+13 1.56847e+13 1.18337e+13 9.31734e+12 6.56481e+12
threshold=36.500000000000007 55.82518790000001 6.0000000000000009 33.500000000000007 37.740454950000007 55.850146250000009 41.990000000000002 55.759969450000007 36.500000000000007 58.305000000000007 39.355000000000011 51.805000000000007 2.5000000000000004 6.0000000000000009 60.910000000000004 24.500000000000004 55.858844800000007 55.840017500000009 32.500000000000007 75.010000000000005 75.000000000000014 55.850146250000009 32.500000000000007 30.500000000000004 55.883833400000007 94.02500000000002 90.045000000000016 56.520242650000007 57.715000000000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 15 5 6 -5 14 9 -9 -6 -12 -13 -14 -8 -1 17 -17 19 21 -20 -19 23 29 -25 26 27 -26 -22 -18
right_child=1 -3 -4 4 10 -7 7 8 -10 -11 11 12 13 -15 -16 16 22 18 20 -21 28 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.7263780331550027 32070.418771701388 -36185.078033088233 -14944.98348357372 50648.683933423919 -30027.775982666019 72839.67424218751 -40422.575037202383 -25423.472521484378 48807.609571986046 19354.783188476562 26084.638608620386 -26358.190644763767 26938.389285714286 -18500.813742897728 -10096.222265625001 -116.05167441929332 432.84781647331158 41594.113782051281 -13852.851978729992 -34514.979347826091 8595.4922514204554 104082.60855152027 -26586.52219223485 -31057.042226833772 43798.779103176654 -56223.646242559531 98310.8677327474 4362.1208710461133 72494.803846153853 -6380.6085175865855
leaf_weight=4056328 27 34 39 23 32 25 21 25 31 20 22 42 28 22 20 10323 2532 78 164 23 55 37 165 72 121 21 27 205 39 3203
leaf_count=4056328 27 34 39 23 32 25 21 25 31 20 22 42 28 22 20 10323 2532 78 164 23 55 37 165 72 121 21 27 205 39 3203
internal_value=0 -9472.46 4288.59 0.232526 6600.78 19391.9 9847.61 1826.89 16638.7 -5522.03 -7854.89 -1630.92 -8258.55 6945.14 -25629.2 -0.27142 -712.844 572.043 18509.4 45663.4 3985.2 61699.1 -2883.14 -2250.39 12178.2 20501.6 25066 18999.7 35106.9 -3372.47
internal_weight=0 100 66 4.0737e+06 311 165 140 117 76 45 146 114 92 50 41 4.07339e+06 17065 10719 396 138 258 115 6346 6181 446 374 353 326 94 5735
internal_count=4073804 100 66 4073704 311 165 140 117 76 45 146 114 92 50 41 4073393 17065 10719 396 138 258 115 6346 6181 446 374 353 326 94 5735
is_linear=0
shrinkage=0.1


Tree=2586
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 0 3 6 5 3 3 6 6 6 0 7 5 3 7 3 3 3 6 6 0 5 6 6 0 7
split_gain=8.75465e+11 7.70703e+12 1.24625e+13 2.38076e+13 2.19686e+13 2.10953e+13 2.09272e+13 1.274e+13 9.24241e+13 2.89663e+13 1.48286e+13 1.76166e+13 1.03325e+13 1.36404e+13 9.93794e+12 8.57034e+12 1.23471e+13 7.03348e+12 7.79633e+12 2.05126e+13 1.37644e+13 7.91652e+12 9.51836e+12 1.67725e+13 7.14213e+12 6.40981e+12 6.22351e+12 5.94344e+12 6.25545e+12 5.85386e+12
threshold=83.000013850000016 83.002084650000015 4.5000000000000009 48.810000000000009 56.010000000000012 55.012854300000008 9.5000000000000018 58.045000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 48.945000000000007 58.755000000000003 59.010000000000012 55.014086100000007 6.0000000000000009 1.5000000000000002 9.5000000000000018 6.0000000000000009 8.5000000000000018 5.5000000000000009 5.5000000000000009 83.010000000000005 87.015000000000015 55.014086100000007 1.5000000000000002 21.020000000000003 48.945000000000007 55.014210500000011 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 15 8 10 -10 14 29 -9 -14 -5 -6 -17 18 20 21 -7 22 -20 -24 -19 -2 -4 -28 -29 -12
right_child=1 -3 4 7 5 17 -8 12 9 -11 11 -13 13 -15 -16 16 -18 24 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=16.796092499499867 -5191.5440080130402 -0.26116114280759167 21823.732812500002 4060.449675647038 -5874.8477838987947 4143.437359648914 -23672.945337009805 -10930.401891214624 58340.953942458298 1017.7751988002233 11584.514315580986 22357.347119140628 20620.297049567707 51.210296745474537 -5049.1185409462523 -15863.112434440562 15563.754855401943 -38754.025321875 -7181.825621897563 10032.607153756879 -16105.987343655088 -6217.6623273430196 -67155.926776315784 -13660.508753319036 -13622.561629492517 13901.438446483297 -1183.5920446985792 18575.394703765774 -2850.4634348849377 -9581.978101886094
leaf_weight=3601077 6158 429751 123 2634 372 410 255 795 414 112 213 720 341 5911 2196 143 994 125 277 727 1852 2138 95 153 1186 181 13557 317 239 338
leaf_count=3601077 6158 429751 123 2634 372 410 255 795 414 112 213 720 341 5911 2196 143 994 125 277 727 1852 2138 95 153 1186 181 13557 317 239 338
internal_value=0 -127.947 -1404.78 419.316 -2994.54 -6945.01 2823.07 2767.67 5915.28 46135.3 2447.7 12058.3 -192.343 1173.1 -81.2919 7300.53 11611.2 -9419.64 -7888.95 -4855.13 -12435.7 -8919.49 -19922.4 -34152.7 -16018.8 -4646.37 -572.808 -768.002 9365.36 -1399.65
internal_weight=0 472727 42976 20013 22963 8727 1764 13674 6627 526 6101 1271 7047 6252 4830 1509 1137 6963 5652 3390 2262 2663 525 248 1311 6339 14236 14113 556 551
internal_count=4073804 472727 42976 20013 22963 8727 1764 13674 6627 526 6101 1271 7047 6252 4830 1509 1137 6963 5652 3390 2262 2663 525 248 1311 6339 14236 14113 556 551
is_linear=0
shrinkage=0.1


Tree=2587
num_leaves=31
num_cat=0
split_feature=4 3 6 0 0 6 6 0 6 0 0 2 6 0 1 6 1 2 0 0 5 1 1 0 1 1 0 6 5 1
split_gain=8.76873e+11 2.5868e+13 1.66073e+13 2.58695e+13 5.38518e+13 5.60449e+13 6.32896e+13 5.00295e+13 3.22298e+13 4.58521e+13 6.24798e+13 3.64157e+13 3.23967e+13 3.1868e+13 3.18203e+13 3.37418e+13 3.00955e+13 3.06532e+13 2.98582e+13 7.10181e+13 2.9469e+13 2.77942e+13 4.35919e+13 2.62347e+13 2.45609e+13 4.06813e+13 2.36043e+13 3.99385e+13 2.3091e+13 2.44829e+13
threshold=4.5000000000000009 3.5000000000000004 59.505000000000003 56.818587550000011 55.696737300000009 81.02500000000002 168.45000000000002 55.768246800000007 122.65000000000002 54.916864950000011 43.6005307 8299.5000000000018 138.05000000000004 45.022979600000006 39.803839700000005 156.15000000000003 52.419561900000012 6082.0000000000009 55.579943700000008 55.595177750000005 3.5000000000000004 38.97264950000001 37.318079750000003 45.055912800000009 37.649344350000007 37.71815560000001 55.801384500000005 71.715000000000018 4.5000000000000009 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 7 -7 18 10 14 13 -11 20 -10 -16 21 -18 -4 -20 -12 22 -9 -15 26 -26 27 -6 29 -5
right_child=-2 2 3 28 5 6 -8 16 9 12 11 -13 -14 23 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=121.65847091084537 14.411428180676564 -1376.0786316634994 -8466.260659749054 -10046.742551264249 161970.02268629809 -161070.41175271739 77393.648417968754 -116813.78618808962 197461.82593749999 170086.55397727274 -162585.28005952382 -137572.66193181821 17391.314396158854 125424.77617187501 -29243.273292824073 128851.29168113426 88188.201939655177 -53759.62222747803 150731.2085546875 -1780.4618557715601 -12743.524174107144 -92378.345841907314 -12335.345987051505 3946.2365783691407 -146842.24418750001 -17216.201580850335 -923.31700567336304 -13306.682992788463 51305.473370964974 8938.3288038749251
leaf_weight=325368 3715317 23470 4691 1271 26 46 35 53 20 33 21 22 24 20 27 27 29 32 40 129 35 168 162 160 25 767 210 26 91 1459
leaf_count=325368 3715317 23470 4691 1271 26 46 35 53 20 33 21 22 24 20 27 27 29 32 40 129 35 168 162 160 25 767 210 26 91 1459
internal_value=0 -149.358 -2811.88 -6304.3 -9632.49 -25824.5 -52518.7 -61798.2 -4761.63 22935.4 8709.74 -14523.3 105794 -3052.63 89711.5 49804 -51513.2 13723.8 -6978.53 34317 -68934.2 -61903.4 -38090.5 17443.9 -12528 -21307.9 14012.8 74331.7 1751.3 99.4916
internal_weight=0 358487 33119 9649 6828 1579 525 490 5249 389 332 258 57 236 74 54 444 61 4860 169 56 383 215 180 1054 792 262 52 2821 2730
internal_count=4073804 358487 33119 9649 6828 1579 525 490 5249 389 332 258 57 236 74 54 444 61 4860 169 56 383 215 180 1054 792 262 52 2821 2730
is_linear=0
shrinkage=0.1


Tree=2588
num_leaves=31
num_cat=0
split_feature=4 2 3 6 3 0 1 6 5 1 3 0 0 6 6 0 6 0 6 6 6 0 0 1 1 5 0 6 6 4
split_gain=9.07208e+11 6.85293e+12 1.52909e+13 2.60763e+13 6.39963e+13 4.24121e+13 4.88931e+13 2.69113e+13 3.74489e+13 8.20248e+13 4.9343e+13 1.29004e+14 7.68523e+13 3.85075e+13 4.61966e+13 3.86484e+13 3.443e+13 3.89159e+13 2.94006e+13 2.27773e+13 3.67581e+13 4.58078e+13 9.37103e+13 1.76028e+14 4.72646e+13 3.21478e+13 4.24394e+13 4.27598e+13 4.95003e+13 3.8356e+13
threshold=5.5000000000000009 36.000000000000007 4.5000000000000009 108.05000000000001 3.5000000000000004 55.82518790000001 37.503969450000007 90.045000000000016 3.5000000000000004 37.631035900000008 2.5000000000000004 55.649510000000014 55.768246800000007 84.810000000000016 78.605000000000004 55.801384500000005 85.020000000000024 55.768246800000007 80.030000000000015 58.995000000000012 60.005000000000003 55.728148450000006 55.783232450000007 37.649344350000007 37.600779750000008 2.5000000000000004 55.622114900000007 47.420000000000009 53.995000000000012 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 2 3 7 5 6 -5 8 13 10 12 -12 -10 14 19 -16 17 -15 -17 25 21 -21 23 24 -23 -1 -27 -28 -29 -30
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 -14 16 15 18 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-347.64318755874979 -29.507821938113803 109.62144723795308 -7369.3161478651855 -33469.023416385135 -166986.93251953126 -143701.167109375 104892.41411758815 25176.869370543842 -98197.68354779412 49392.650161210324 36484.625 -267796.05509868421 133092.73479492188 -209298.06888020833 15896.261564919801 134787.16890345982 -20721.782287124515 -22894.450186011905 27523.300831117023 6871.3802779274429 -3661.9425712047009 -178127.97737630209 -21903.959779150162 9113.879638671875 -378735.5836956522 -50423.462952769885 130461.46227678571 -34637.588832880159 -61544.520212765958 31069.304766388435
leaf_weight=12311 2928705 1123208 3882 74 32 20 39 412 51 63 22 38 20 24 339 56 129 21 47 174 2593 24 213 40 23 88 35 153 47 921
leaf_count=12311 2928705 1123208 3882 74 32 20 39 412 51 63 22 38 20 24 339 56 129 21 47 174 2593 24 213 40 23 88 35 153 47 921
internal_value=0 75.4692 -1676.85 -449.791 -40021.3 -9473.13 14284 -83.8816 -680.912 -44371.5 -89464.2 -156226 -33045.5 -189.208 288.061 32195.7 -46994.5 -122310 85841.5 -560.404 -8342.61 -33948 -57623.3 -145074 -276298 1200.42 16520.6 21616.6 18218.3 26572.6
internal_weight=0 1.1451e+06 21891 18009 165 133 113 17844 17432 194 131 60 71 17238 17064 442 174 45 103 16622 3067 474 300 87 47 13555 1244 1156 1121 968
internal_count=4073804 1145099 21891 18009 165 133 113 17844 17432 194 131 60 71 17238 17064 442 174 45 103 16622 3067 474 300 87 47 13555 1244 1156 1121 968
is_linear=0
shrinkage=0.1


Tree=2589
num_leaves=31
num_cat=0
split_feature=6 3 4 0 5 1 6 6 1 1 1 0 3 4 0 3 1 0 6 0 4 1 1 0 3 0 7 1 6 0
split_gain=8.69494e+11 1.31577e+13 4.78692e+13 4.46321e+13 4.25977e+13 4.11886e+13 1.0087e+14 4.36785e+13 3.53965e+13 3.51586e+13 3.67993e+13 3.05407e+13 4.62496e+13 3.27378e+13 7.60013e+13 2.88745e+13 3.82145e+13 9.25488e+13 8.48672e+13 1.24629e+14 9.81504e+13 5.32547e+13 5.00611e+13 4.88093e+13 8.69529e+13 3.54016e+13 8.42108e+13 3.27888e+13 2.98021e+13 3.14814e+13
threshold=62.375000000000007 7.5000000000000009 8.5000000000000018 59.898927250000007 1.5000000000000002 33.882313700000005 81.02500000000002 80.720000000000013 30.303340300000002 38.066230450000006 40.965343750000009 57.15297970000001 16.500000000000004 17.500000000000004 59.856552950000008 13.500000000000002 30.277905650000005 59.91832440000001 64.405000000000015 60.002985000000002 11.500000000000002 30.260128500000004 30.303340300000002 59.933037250000005 9.5000000000000018 59.963561900000009 6.0000000000000009 30.205407000000005 102.04000000000001 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 8 -6 -7 -11 -4 -13 14 -14 16 17 -5 19 20 -19 -21 25 24 -20 26 -18 -17 29 -27
right_child=1 2 3 15 5 9 -8 -9 -10 10 -12 12 13 -15 -16 27 22 18 23 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-27.725320295208231 335.30748313817224 48211.790984987747 -368.638789277559 -126125.50724734043 -43149.802656785105 13298.678067629618 2278.3608450961779 -209730.26394230771 -124320.64885340075 -42803.062643339712 -6088.9091177493137 -6102.4522889684395 -6612.3160559013068 8001.0652327038397 -171913.75880681819 28549.01556566119 -13505.112676487201 273472.73731971154 1440.3760625000002 3396.2501303755535 82558.043745510062 157453.31627343752 4689.502284489351 9541.2521424825736 206950.16454241073 15427.755716368001 -191657.86462339744 -1899.0629132484808 -77159.019939422607 -29031.144322356169
leaf_weight=2995108 697246 102 327345 47 146 458 251 26 85 427 757 19470 177 3697 33 367 83 39 50 219 87 25 12727 4313 35 337 39 9742 64 302
leaf_count=2995108 697246 102 327345 47 146 458 251 26 85 427 757 19470 177 3697 33 367 83 39 50 219 87 25 12727 4313 35 337 39 9742 64 302
internal_value=0 76.9821 -395.206 -308.877 -14931.6 -17927.3 -42811.5 -86848.7 -73017.9 -10228.6 -19329.6 -618.012 -4109.95 5819.4 -32588.3 3498.56 5860.96 13513.4 14889.8 60886.8 141651 19180.8 3142.07 11020.2 86062.1 -20729.7 -70455.6 -793.667 -12100.2 -5584.12
internal_weight=0 1.0787e+06 381450 379198 2252 2150 508 257 231 1642 1184 350722 23377 3907 210 28476 18367 4815 4768 370 126 244 13552 4398 85 825 122 10109 703 639
internal_count=4073804 1078696 381450 379198 2252 2150 508 257 231 1642 1184 350722 23377 3907 210 28476 18367 4815 4768 370 126 244 13552 4398 85 825 122 10109 703 639
is_linear=0
shrinkage=0.1


Tree=2590
num_leaves=31
num_cat=0
split_feature=0 6 5 1 0 0 0 1 6 0 1 6 1 1 4 6 4 1 6 6 6 3 3 4 6 3 6 6 0 4
split_gain=1.09653e+12 7.78432e+12 2.75069e+13 3.77567e+13 1.82616e+14 8.16338e+13 7.39179e+13 8.3239e+13 6.72432e+13 6.09723e+13 7.20732e+13 5.49987e+13 5.47916e+13 4.57173e+13 4.57473e+13 4.48156e+13 4.16185e+13 3.94826e+13 6.17427e+13 5.5551e+13 3.66261e+13 3.61495e+13 3.50039e+13 3.42265e+13 3.40994e+13 3.41444e+13 3.3587e+13 3.26373e+13 5.80904e+13 4.88416e+13
threshold=59.963561900000009 68.515000000000015 2.5000000000000004 30.315889700000003 59.990753350000013 59.990753350000013 59.982409200000006 30.425503950000003 83.820000000000007 59.982409200000006 30.226173900000003 101.02000000000002 30.303340300000002 30.303340300000002 21.500000000000004 83.010000000000005 15.500000000000002 30.226173900000003 90.045000000000016 99.050000000000011 70.00500000000001 2.5000000000000004 3.5000000000000004 7.5000000000000009 77.010000000000005 4.5000000000000009 79.710000000000022 70.50500000000001 60.01610465000001 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 7 11 9 12 24 -5 22 17 -15 -9 -8 -6 27 -20 -14 -10 -3 -24 25 -11 -26 28 -19 -30
right_child=1 2 -4 5 13 -7 16 15 21 10 -12 -13 20 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=12.00881497056476 70.800470157331503 18646.185612626512 -99.662554852495575 -6224.4965890842022 -48.892660373663176 -3230.3934178039476 -64271.505830142371 -34449.21341677296 61526.402707567409 -45879.731676136369 127033.42351562501 161639.63832031252 -107348.38365885417 121212.06127294921 128.62863210655121 -171884.85987601904 16132.829541015626 39689.353975110178 136682.02694359756 -3509.0297690590664 8727.2979762721716 -36717.890733737811 27860.804030539774 157127.67335069444 -122814.1652853261 93728.543609193322 50014.863068181818 -42553.755362611359 46986.480106026786 -57473.613827774665
leaf_weight=3866640 168220 88 30499 810 1087 3298 608 49 51 22 190 20 36 50 83 46 72 156 41 91 111 141 33 54 23 86 22 898 56 223
leaf_count=3866640 168220 88 30499 810 1087 3298 608 49 51 22 190 20 36 50 83 46 72 156 41 91 111 141 33 54 23 86 22 898 56 223
internal_value=0 -224.14 -1498.15 -6548.75 1318.15 -12231.9 -30728.5 -12328.4 41509 56560.3 85898.7 -2179.58 25308.6 -11510 45648.7 -100997 -55758.1 -14488.9 -25203 40035.2 -19699.4 -10621.8 63115.2 108095 34816.4 65289.8 -38320 -31663.2 -9181.23 -36506.7
internal_weight=0 207164 38944 8445 3542 4903 1605 925 857 665 343 830 322 2685 133 95 680 2552 1465 132 147 192 175 87 153 108 45 1333 435 279
internal_count=4073804 207164 38944 8445 3542 4903 1605 925 857 665 343 830 322 2685 133 95 680 2552 1465 132 147 192 175 87 153 108 45 1333 435 279
is_linear=0
shrinkage=0.1


Tree=2591
num_leaves=31
num_cat=0
split_feature=3 4 6 1 4 3 3 0 6 0 4 4 1 7 6 3 6 6 0 1 1 4 0 6 4 1 7 1 6 3
split_gain=9.8073e+11 8.27183e+12 1.64631e+13 9.39228e+12 8.37754e+12 9.30519e+12 1.00866e+13 7.89533e+12 9.25153e+12 6.8852e+12 2.12755e+13 2.14268e+13 5.30976e+13 2.55098e+13 2.80464e+13 2.24352e+13 1.72071e+13 4.99898e+13 1.67001e+13 3.77829e+13 5.28284e+13 4.71074e+13 4.60857e+13 3.97131e+13 3.14787e+13 4.78339e+13 5.26861e+13 6.8503e+13 6.29306e+13 3.15439e+13
threshold=12.500000000000002 8.5000000000000018 47.805000000000007 37.586700500000006 12.500000000000002 15.500000000000002 14.500000000000002 45.036141150000006 51.805000000000007 60.028671700000011 19.500000000000004 20.500000000000004 30.226173900000003 6.0000000000000009 59.505000000000003 18.500000000000004 33.305000000000007 40.905000000000008 60.002985000000002 30.226173900000003 30.370944000000005 14.500000000000002 60.01610465000001 82.00500000000001 24.500000000000004 30.323041000000003 6.0000000000000009 30.277905650000005 61.425000000000004 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 6 -3 -7 -9 18 -11 12 13 -12 15 16 -15 -18 -6 -20 21 22 -21 -22 29 26 27 28 -26 -23
right_child=1 4 3 -5 9 7 -8 8 -10 10 11 -13 -14 14 -16 -17 17 -19 19 20 23 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-17.475949153596943 93094.580642361121 -21014.875227864584 -51907.67613636364 18029.593826314154 150.00557737336104 47160.027717391305 -105793.08369565218 35372.262239583331 -36575.303303571432 -6818.8277958616791 -25327.694454033433 -577.74622008896779 -4972.4721270305354 75963.084983473571 127051.93789062501 99051.945758928574 -80914.171075581398 49253.37214095745 -14542.714725821093 220110.28668323864 -8388.241691683992 17717.313178680201 30863.262500000001 71859.768673706058 32530.412591911765 49287.557547966455 -22225.257446297845 -17457.916489180308 190603.65408203125 61803.112303022906
leaf_weight=3615175 27 36 22 151 430960 23 23 24 70 5745 43 14735 492 52 48 56 43 94 815 22 1693 2085 31 64 68 170 695 126 40 176
leaf_count=3615175 27 36 22 151 430960 23 23 24 70 5745 43 14735 492 52 48 56 43 94 815 22 1693 2085 31 64 68 170 695 126 40 176
internal_value=0 137.755 20470.3 9135.84 128.885 -21684.3 -54064 -5356.04 -18205.7 137.263 -1618.02 301.828 15954.6 46597.9 57153.5 43459.2 26987.2 8397.87 222.861 5468.91 8623.54 15876.3 109419 -5465.15 14400.8 517.605 -8406.93 32634.7 91076.1 21149
internal_weight=0 458629 200 173 458429 176 59 117 94 458253 21308 15563 828 336 293 245 189 137 436945 5985 5170 3413 53 1757 3360 1099 929 234 108 2261
internal_count=4073804 458629 200 173 458429 176 59 117 94 458253 21308 15563 828 336 293 245 189 137 436945 5985 5170 3413 53 1757 3360 1099 929 234 108 2261
is_linear=0
shrinkage=0.1


Tree=2592
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 7 0 6 4 4 4 6 4 6 6 3 4 6 4 6 6 6 6 5 6 6 6 4 4 6
split_gain=9.21625e+11 7.47971e+12 1.62758e+13 5.78707e+13 3.14446e+13 2.61176e+13 1.06831e+14 5.35072e+13 7.54941e+13 5.73405e+13 4.99684e+13 5.26542e+13 4.93039e+13 4.97494e+13 4.23422e+13 3.5624e+13 3.12754e+13 4.01299e+13 3.12142e+13 2.94991e+13 2.90925e+13 2.82698e+13 4.43307e+13 2.76476e+13 2.25673e+13 6.69964e+13 3.64707e+13 2.24455e+13 4.2277e+13 2.1722e+13
threshold=30.226173900000003 30.205407000000005 60.028671700000011 60.01610465000001 13.500000000000002 6.0000000000000009 60.034792100000011 114.05000000000001 12.500000000000002 11.500000000000002 19.500000000000004 52.330000000000005 20.500000000000004 62.995000000000012 91.02500000000002 3.5000000000000004 19.500000000000004 94.02500000000002 24.500000000000004 56.205000000000005 32.005000000000003 46.805000000000007 33.585000000000008 3.5000000000000004 52.990000000000002 54.990000000000002 57.005000000000003 22.500000000000004 23.500000000000004 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=1 -1 3 -3 -5 6 7 8 9 -4 11 -7 13 15 23 -12 17 -8 -16 -11 -17 22 -22 -14 -23 -26 -27 -18 29 -29
right_child=-2 2 5 4 -6 10 16 -9 -10 19 12 -13 14 -15 18 20 27 -19 -20 -21 21 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=98.992592262790566 7.6263507850377614 -2305.6649664284841 67569.234752383476 -20543.983786410681 -71861.155777877706 -3594.9306380475155 10995.086417488368 -10053.852091471355 37806.466408023931 137430.06552419355 -57845.522965198863 -41415.857669568271 -5686.4264998144099 104805.08028371711 23425.256700721155 107649.75125762197 -33578.988539716935 141772.00937499999 154385.83705357145 276530.38750000001 41636.235983009712 70305.199491613064 -48324.312822182161 109556.62477678571 -130748.12788461539 121683.10673828126 -12529.204616044208 2681.8683004106797 -12117.022155221235 62876.009787957242
leaf_weight=84130 3971697 9344 59 847 139 976 1051 96 203 31 55 591 2395 76 52 41 288 24 28 30 103 136 117 21 26 40 41 112 926 129
leaf_count=84130 3971697 9344 59 847 139 976 1051 96 203 31 55 591 2395 76 52 41 288 24 28 30 103 136 117 21 26 40 41 112 926 129
internal_value=0 -296.645 -2148.18 -4737.04 -27778.4 1349 8725.33 55494.9 74976.9 137857 -3281.23 -17859.2 4014.76 28893.8 -2314.66 18573.2 979.695 13914.8 69261.5 205840 26912.5 19763 -6206.42 -4684.73 43274.4 8917.53 53748.5 -8577.14 -2407.02 34902
internal_weight=0 102107 17977 10330 986 7647 2949 419 323 120 4698 1567 3131 635 2496 559 2530 1075 80 61 504 463 220 2416 243 107 81 1455 1167 241
internal_count=4073804 102107 17977 10330 986 7647 2949 419 323 120 4698 1567 3131 635 2496 559 2530 1075 80 61 504 463 220 2416 243 107 81 1455 1167 241
is_linear=0
shrinkage=0.1


Tree=2593
num_leaves=31
num_cat=0
split_feature=4 5 0 0 5 0 4 1 1 1 3 6 6 1 1 1 1 0 0 0 0 4 7 6 6 3 6 5 6 0
split_gain=9.59324e+11 5.71855e+12 2.10788e+13 2.75622e+13 2.08222e+13 3.23744e+13 4.72608e+13 1.99774e+13 2.48637e+13 2.19948e+13 2.00341e+13 2.28776e+13 1.98929e+13 3.03605e+13 4.43117e+13 4.49261e+13 5.4627e+13 7.35847e+13 1.54823e+14 9.85149e+13 8.22817e+13 8.07592e+13 6.43102e+13 7.56007e+13 1.02488e+14 1.13025e+14 8.60046e+13 4.95174e+13 4.6572e+13 4.22154e+13
threshold=9.5000000000000018 1.5000000000000002 45.177967300000006 46.323575350000006 4.5000000000000009 45.047736150000013 7.5000000000000009 37.649344350000007 39.178027400000005 38.166910000000009 3.5000000000000004 84.00500000000001 62.625000000000007 38.166910000000009 30.425503950000003 30.277905650000005 30.315889700000003 59.939085000000013 59.933037250000005 59.950512650000007 59.905532300000012 7.5000000000000009 6.0000000000000009 52.610000000000007 61.025000000000006 5.5000000000000009 59.245000000000012 2.5000000000000004 55.405000000000008 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -11 -12 13 14 15 -5 17 18 20 -19 -17 27 -23 -24 25 28 -27 -20 -25 -21
right_child=-2 2 3 12 5 6 -8 8 -10 10 11 -13 -14 -15 -16 16 -18 19 21 29 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=190.13743348065123 45.200246654643557 733.27301424597351 6795.3458572220152 1265.3085230300148 6434.8932756363783 27376.281039315683 152390.54524739584 -5100.6709678430061 -2925.6543519664601 -15710.814085443206 -34190.640338520039 -124412.21225546559 368.66250829023761 -923.10476720554607 1559.0148495357453 -25285.919836458532 -2746.4391027225365 113764.25366812928 -14446.57685166396 11384.371126580783 19613.32740521957 -236118.95036764705 -2266.5547146267359 -105364.81805555556 56248.895982142858 -128040.36344975489 104890.86331521739 -142084.45963169643 -258526.47758333336 -18683.319299511721
leaf_weight=643291 2181312 174577 1275 20647 1363 189 36 1874 7132 1664 301 31 320990 570398 125428 1491 18718 73 231 876 562 34 72 27 28 51 23 35 75 1000
leaf_count=643291 2181312 174577 1275 20647 1363 189 36 1874 7132 1664 301 31 320990 570398 125428 1491 18718 73 231 876 562 34 72 27 28 51 23 35 75 1000
internal_value=0 -52.0984 -176.841 -343.281 836.963 12236.1 47378.6 -5054.27 -6427.5 -12881 -20185.8 -42614.9 -288.757 -574.015 601.628 -2131.07 -5141.25 -14932.9 -25849 -208.219 -12994.9 -71663.7 -106349 -90362.8 -121456 -149727 -55642.8 -31241 -217984 -4643.18
internal_weight=0 1.89249e+06 1.2492e+06 1.07304e+06 176165 1588 225 12277 11002 3870 1996 332 1.06076e+06 739769 169371 43943 23296 4578 2629 1949 2053 576 310 276 204 176 74 266 102 1876
internal_count=4073804 1892492 1249201 1073036 176165 1588 225 12277 11002 3870 1996 332 1060759 739769 169371 43943 23296 4578 2629 1949 2053 576 310 276 204 176 74 266 102 1876
is_linear=0
shrinkage=0.1


Tree=2594
num_leaves=31
num_cat=0
split_feature=6 6 5 0 0 0 0 1 4 6 2 1 1 6 6 7 1 0 7 6 4 4 7 0 1 6 6 0 0 6
split_gain=1.0793e+12 2.89225e+13 2.35267e+13 3.26616e+13 5.23397e+13 3.66749e+13 9.50902e+13 1.16266e+14 7.65491e+13 7.0873e+13 4.26936e+13 4.14352e+13 4.55183e+13 7.35281e+13 1.53549e+14 1.30566e+14 4.95901e+13 5.84467e+13 9.58287e+13 9.54489e+13 1.24545e+14 9.32157e+13 4.57681e+13 4.01028e+13 3.73617e+13 3.34432e+13 3.63512e+13 3.34234e+13 3.0106e+13 2.9006e+13
threshold=73.995000000000019 73.41500000000002 2.5000000000000004 45.067157700000003 45.059854000000009 55.743464250000009 55.806294650000005 49.176406850000006 3.5000000000000004 74.015000000000015 3062.5000000000005 37.401708450000008 37.682335600000009 84.00500000000001 105.00500000000001 6.0000000000000009 37.503969450000007 55.775215600000003 6.0000000000000009 78.010000000000005 14.500000000000002 31.500000000000004 6.0000000000000009 47.234875100000004 52.380799750000001 156.15000000000003 116.05000000000001 55.055052800000006 55.173955500000005 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 -2 10 7 8 -7 -10 25 -11 13 16 15 -15 22 18 -18 20 -20 -21 -13 -12 -9 26 -5 -25 -29 -24
right_child=2 -3 -4 5 -6 6 -8 24 9 11 23 12 -14 14 -16 -17 17 -19 19 21 -22 -23 29 27 -26 -27 -28 28 -30 -31
leaf_value=7.845204853816985 419.54800470742697 6358.0923013181437 142.23888788531085 -10559.708258514624 19997.286812847255 179071.26021543561 -2124.837752092853 -25087.237423937953 92692.963050063787 68080.497392003686 12300.548339080357 50037.75571986608 25003.887563439446 -337514.41062769399 126848.20308593749 -5391.2858398437502 -160579.02637939455 98219.290165301063 -225568.78946875001 222844.8466282895 36515.775497159091 -28889.739973958334 -161002.22918074325 -5695.7511364970524 61438.082562934025 22185.924411902492 -61496.431221115752 13641.720923913044 -11214.482445851143 -26099.48719308036
leaf_weight=3490288 19566 7187 489530 10505 1468 33 33010 658 147 170 1679 28 1447 29 20 20 32 82 25 38 66 24 37 14720 54 308 142 1794 669 28
leaf_count=3490288 19566 7187 489530 10505 1468 33 33010 658 147 170 1679 28 1447 29 20 20 32 82 25 38 66 24 37 14720 54 308 142 1794 669 28
internal_value=0 20.8944 -126.798 -1644.12 1785.91 -2741.17 -590.455 16649.2 27899.8 25625 -5334.11 20806.3 16522.4 -12085.2 -106649 -201954 6039.48 27943.9 -3205.17 29709.6 -35485.5 125399 -56847.4 -2450.33 -18524.9 -10299.3 -11239.1 -3891.68 6890.28 -102890
internal_weight=0 3.49748e+06 576329 86799 21034 65765 35948 2938 2226 2193 29817 2046 1876 429 69 49 360 267 185 153 91 62 93 18862 712 10955 10647 17183 2463 65
internal_count=4073804 3497475 576329 86799 21034 65765 35948 2938 2226 2193 29817 2046 1876 429 69 49 360 267 185 153 91 62 93 18862 712 10955 10647 17183 2463 65
is_linear=0
shrinkage=0.1


Tree=2595
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 6 3 6 4 6 7 1 4 1 1 4 3 1 1 4 4 1 0 0 7 2 1 4 5 6
split_gain=1.10351e+12 8.91126e+12 3.29002e+13 4.54258e+13 4.89909e+13 2.86885e+13 2.76182e+13 2.37201e+13 2.33985e+13 1.67284e+13 1.79184e+13 1.59368e+13 1.50708e+13 2.6672e+13 3.18091e+13 1.79533e+13 1.60725e+13 1.5146e+13 3.69636e+13 2.52649e+13 1.89926e+13 1.48295e+13 3.46107e+13 1.73662e+13 1.90105e+13 3.16947e+13 1.84299e+13 1.8097e+13 1.50616e+13 1.34886e+13
threshold=56.128722100000005 56.288960650000007 2865.5000000000005 37.46219940000001 18.500000000000004 112.00500000000001 18.500000000000004 51.015000000000008 4.5000000000000009 54.990000000000002 6.0000000000000009 39.366401150000009 2.5000000000000004 38.011626600000007 37.978059650000013 9.5000000000000018 14.500000000000002 37.543519500000009 37.517483500000004 11.500000000000002 13.500000000000002 92.865667950000017 56.148747500000006 56.228352100000002 6.0000000000000009 5325.0000000000009 94.478249850000012 23.500000000000004 2.5000000000000004 63.705000000000005
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 5 7 8 11 -5 -2 -8 -11 -4 -9 14 16 -16 17 18 20 -20 -14 -13 -23 24 25 -24 27 -26 -27 -10
right_child=1 -3 6 4 -6 -7 9 12 29 10 -12 21 13 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 26 28 -28 -29 -30 -31
leaf_value=-31.052823686451234 -15932.26035185555 15.005527839362657 -37887.869353874361 -8083.2956061745081 119054.0791015625 -109485.95876358697 722.77379318614737 7974.5838683593756 2235.4665143497305 -55277.881273514417 -12474.6351875 3005.877131999016 -11617.314272601789 -48496.078640125153 14358.181483459473 120286.55941406252 -109257.22819602274 -46267.465134819882 -12472.234071180557 89865.790174278853 -65583.250870682576 25587.076800683164 -17721.920494542417 -11831.492141649911 69429.95209449406 -957.54302850434817 -20205.524365049423 9520.0328583078281 21142.354138284689 16293.589761357869
leaf_weight=3004321 604 1006471 98 2495 28 23 283 125 3322 173 225 48692 208 422 80 20 22 180 45 52 95 397 844 2116 105 853 66 97 483 859
leaf_count=3004321 604 1006471 98 2495 28 23 283 125 3322 173 225 48692 208 422 80 20 22 180 45 52 95 397 844 2116 105 853 66 97 483 859
internal_value=0 87.2315 1240.88 -4514.47 -12729.4 1930.36 2148.08 -13715 2465.9 -17863.9 -31080.1 2401.62 -24964.8 -28627.9 -16684.4 35543.9 -25360.2 -22177.9 -11337.6 42389.4 -28537.3 2475.21 -2733.25 -5196.7 538.274 -2551.53 25671.7 40661.3 7032.17 5123.75
internal_weight=0 1.06948e+06 63012 8580 3772 4808 54432 3744 4785 681 398 53751 1249 1124 702 100 602 580 400 97 303 53653 4961 4564 2448 2180 268 202 1336 4181
internal_count=4073804 1069483 63012 8580 3772 4808 54432 3744 4785 681 398 53751 1249 1124 702 100 602 580 400 97 303 53653 4961 4564 2448 2180 268 202 1336 4181
is_linear=0
shrinkage=0.1


Tree=2596
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 4 0 6 7 3 4 4 6 7 4 1 6 3 4 4 6 6 4 3 6 5 6 4 0 6
split_gain=1.05841e+12 1.26657e+13 2.12443e+13 1.99111e+13 2.30508e+13 5.08647e+13 6.21294e+13 5.44773e+13 6.27404e+13 3.91438e+13 3.7563e+13 4.28737e+13 4.50041e+13 4.18914e+13 3.64327e+13 7.84492e+13 6.55809e+13 4.07673e+13 3.57214e+13 9.87072e+13 9.2419e+13 1.45635e+14 7.39015e+13 4.06972e+13 9.21614e+13 3.93951e+13 9.37881e+13 1.66404e+14 3.48001e+13 4.39209e+13
threshold=65.534455000000023 65.574968200000015 56.986919400000012 30.705000000000002 57.14107305000001 9.5000000000000018 57.125462300000009 66.50500000000001 6.0000000000000009 21.500000000000004 20.500000000000004 22.500000000000004 59.815000000000005 6.0000000000000009 11.500000000000002 65.559704250000024 122.65000000000002 10.500000000000002 9.5000000000000018 14.500000000000002 120.05000000000001 130.05000000000004 16.500000000000004 8.5000000000000018 128.05000000000004 2.5000000000000004 76.605000000000004 5.5000000000000009 57.113979900000011 73.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 13 12 -12 18 15 16 17 -7 25 23 22 -22 -21 -20 -25 26 -6 -28 29 -16
right_child=1 -3 3 4 10 9 -8 8 -10 -11 11 -13 -14 -15 28 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-29.600426588521941 -94043.551970108703 24.293315264565887 -9787.1239957757207 6025.2665229102668 1408.4191791532226 -21595.069852373079 -4798.4032396474349 46327.876464610003 -22530.705367923092 105619.06323390151 -12410.494982237329 8441.3509746944055 -80924.394410765031 22677.162213209758 -1056.9618082362138 6857.8511467714743 -115786.20120599587 -141463.33599137931 29878.056310839238 -16735.748860638203 298789.37379807694 -22135.08169102823 13660.307479312083 11253.442414185974 -152024.595703125 -11089.995836975151 -54200.049048477566 123402.62000095859 6506.4210153365866 -21938.174465318752
leaf_weight=3046425 23 994861 1351 1241 3470 1312 1692 940 154 33 254 379 154 1465 4635 1015 83 29 2243 1936 26 31 1363 870 36 2286 78 163 3969 1287
leaf_count=3046425 23 994861 1351 1241 3470 1312 1692 940 154 33 254 379 154 1465 4635 1015 83 29 2243 1936 26 31 1363 870 36 2286 78 163 3969 1287
internal_value=0 87.7724 2029.86 2097.86 2613.42 32.2266 9793.13 20366.5 36634.8 -3147.19 5480.83 -15775.5 -38271.1 6678.57 -3438.29 -14384.9 -29526.3 -24187.3 4803.83 9936.21 -1996.15 124252 -4177.45 22652.9 4765.57 -763.297 5598.02 65921.3 -739.001 -5594.98
internal_weight=0 1.02738e+06 32518 32495 31144 16390 4027 2335 1094 12363 14754 787 408 13967 12330 2439 1424 1341 12502 6505 3356 57 3299 3149 906 5997 3711 241 9891 5922
internal_count=4073804 1027379 32518 32495 31144 16390 4027 2335 1094 12363 14754 787 408 13967 12330 2439 1424 1341 12502 6505 3356 57 3299 3149 906 5997 3711 241 9891 5922
is_linear=0
shrinkage=0.1


Tree=2597
num_leaves=31
num_cat=0
split_feature=6 3 4 7 4 7 1 0 6 3 1 1 6 3 1 6 4 0 0 4 0 1 1 0 4 5 1 4 6 6
split_gain=1.07692e+12 1.12329e+13 2.67324e+13 3.8619e+13 3.65503e+13 8.27639e+13 1.29203e+14 6.38089e+13 3.87783e+13 3.3433e+13 5.14419e+13 3.12528e+13 3.43374e+13 3.22388e+13 2.43488e+13 2.56869e+13 2.23867e+13 2.62226e+13 3.80874e+13 6.30974e+13 2.8668e+13 5.50533e+13 4.14584e+13 3.83431e+13 3.23101e+13 5.75732e+13 2.88062e+13 2.39e+13 2.22219e+13 2.37276e+13
threshold=68.00500000000001 2.5000000000000004 8.5000000000000018 6.0000000000000009 7.5000000000000009 6.0000000000000009 20.507515800000004 59.905532300000012 168.45000000000002 1.5000000000000002 30.277905650000005 37.290808600000013 120.05000000000001 1.5000000000000002 37.586700500000006 73.995000000000019 24.500000000000004 59.939085000000013 59.950512650000007 10.500000000000002 59.91832440000001 30.389265100000003 30.410676000000006 59.933037250000005 9.5000000000000018 2.5000000000000004 30.345769800000003 18.500000000000004 84.00500000000001 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 -9 12 -8 -13 15 -15 17 20 19 -19 -5 23 -23 26 25 -25 -22 -21 29 -26
right_child=1 -3 3 16 5 -7 7 9 -10 -11 -12 13 -14 14 -16 -17 -18 18 -20 27 21 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=24.448435372714755 53.161270683367093 92.56944423978355 -3661.1280633624929 404.40741192685539 175691.91644886366 -7612.4204160036134 -11041.989041337058 259192.04339843753 121121.86956176758 43300.073076769768 71449.561613859958 41761.049508091521 -137662.43502604167 123724.68988037109 -535.59450936365613 21033.482885263482 11308.594697504948 -174862.64288194446 -7078.5870628042558 -6243.3002414772736 -89742.249623842596 205792.88125000001 22349.946590909094 214454.79307454429 32191.747382555513 -6951.3699728260872 36762.453808593753 -118332.76774796197 53330.894354059281 -46074.041173852849
leaf_weight=3322544 71639 591830 54441 26254 55 1382 199 20 32 196 54 350 24 32 792 102 1900 36 1359 110 54 28 22 24 76 23 27 23 97 79
leaf_count=3322544 71639 591830 54441 26254 55 1382 199 20 32 196 54 350 24 32 792 102 1900 36 1359 110 54 28 22 24 76 23 27 23 97 79
internal_value=0 -108.126 -853.142 -2071.69 522.877 10915.1 24710.9 20100.1 12195.6 64922 122191 9870.27 -24669.3 15906.6 6134.36 45556.8 801.927 94.3322 -12646.1 -57417 823.886 26435.5 125078 13456.2 29989.5 106107 -47574 -25627.2 15792.9 -7698.56
internal_weight=0 751260 159430 84553 74877 3238 1856 1801 1531 270 74 1499 223 1276 926 134 30112 28212 1528 169 26684 430 50 380 299 47 81 133 252 155
internal_count=4073804 751260 159430 84553 74877 3238 1856 1801 1531 270 74 1499 223 1276 926 134 30112 28212 1528 169 26684 430 50 380 299 47 81 133 252 155
is_linear=0
shrinkage=0.1


Tree=2598
num_leaves=31
num_cat=0
split_feature=4 0 3 4 4 7 1 6 7 1 1 1 3 5 6 6 1 1 0 6 1 7 1 1 1 6 4 1 4 1
split_gain=1.03212e+12 7.67791e+12 9.91663e+12 1.13251e+13 1.34048e+13 1.71829e+13 3.30539e+13 1.9015e+13 1.26515e+13 2.79625e+13 4.14877e+13 2.53574e+13 1.8571e+13 1.51042e+13 9.7629e+12 1.02041e+13 1.74574e+13 9.58907e+12 1.71727e+13 1.47603e+13 9.38062e+12 1.08663e+13 2.39348e+13 2.06023e+13 2.5444e+13 1.55261e+13 1.60828e+13 1.46755e+13 1.95512e+13 1.67342e+13
threshold=19.500000000000004 60.042359000000012 2.5000000000000004 20.500000000000004 21.500000000000004 6.0000000000000009 30.345769800000003 116.05000000000001 6.0000000000000009 30.345769800000003 30.303340300000002 30.425503950000003 9.5000000000000018 1.5000000000000002 57.410000000000004 74.015000000000015 30.315889700000003 30.438492500000006 60.05226170000001 57.995000000000012 30.438492500000006 6.0000000000000009 30.345769800000003 30.157841000000001 30.226173900000003 62.625000000000007 25.500000000000004 30.345769800000003 23.500000000000004 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 6 -5 -8 9 10 -4 -10 -12 -14 -3 -16 -17 19 -19 -11 21 22 23 -6 -25 -24 -27 28 -23 -29
right_child=1 2 3 4 20 -7 7 -9 11 17 12 -13 13 -15 15 16 -18 18 -20 -21 -22 27 25 24 -26 26 -28 29 -30 -31
leaf_value=18.274970802545301 -219.079450938712 3871.5889421809188 -66200.847448730477 51516.780054189643 89008.436111111121 35446.07285412278 -5649.4478148467788 -87375.749682617199 -75149.423721313477 16028.166854795258 16962.091421274039 -7822.0531835412467 49219.87210477941 143479.26760684742 43541.288369864007 -52262.694223599829 24381.423905732619 -103037.49497767858 -18914.515083061469 -51927.797856326222 12054.577341513359 -47842.394689670145 -6257.5252599664782 -86079.102225378796 2118.7244069551598 -42518.097095328325 -7315.5838922348985 6873.5331835906272 -694.00866680732827 -42689.400664487097
leaf_weight=3599339 456221 562 32 102 27 267 258 32 80 145 52 186 34 34 162 37 151 28 182 41 775 90 1410 33 3712 284 239 5357 3863 69
leaf_count=3599339 456221 562 32 102 27 267 258 32 80 145 52 186 34 34 162 37 151 28 182 41 775 90 1410 33 3712 284 239 5357 3863 69
internal_value=0 -138.636 1872.99 1338.19 1905.64 15880.5 2553.9 -14667.5 -10176.8 -1491.01 34969.6 -28070.9 61948.3 96349.6 12036.6 25147.3 9297.21 -15486 -30130.9 1048.63 1324.93 773.656 -2667.72 1969.07 1341.55 -11715.8 -26431.3 2866.96 -1767.46 6243.26
internal_weight=0 474465 18244 17332 16518 659 392 290 814 548 152 266 120 68 912 350 188 396 210 186 15859 15084 5705 3772 3745 1933 523 9379 3953 5426
internal_count=4073804 474465 18244 17332 16518 659 392 290 814 548 152 266 120 68 912 350 188 396 210 186 15859 15084 5705 3772 3745 1933 523 9379 3953 5426
is_linear=0
shrinkage=0.1


Tree=2599
num_leaves=31
num_cat=0
split_feature=6 4 2 1 0 7 3 3 1 1 1 6 3 4 1 3 3 6 0 1 0 3 3 6 1 1 6 1 3 5
split_gain=9.89644e+11 6.1036e+12 1.88821e+13 2.26083e+13 1.97823e+13 3.26957e+13 1.88616e+13 2.00048e+13 1.79149e+13 2.58955e+13 4.01704e+13 7.09562e+13 4.54788e+13 4.1633e+13 3.50756e+13 3.39858e+13 5.63007e+13 5.12689e+13 4.13742e+13 3.85948e+13 5.20146e+13 3.38268e+13 3.23897e+13 3.04217e+13 4.24482e+13 2.49601e+13 2.40471e+13 1.94442e+13 2.08044e+13 2.97499e+13
threshold=102.04000000000001 22.500000000000004 5444.0000000000009 60.549354600000008 56.850115550000005 6.0000000000000009 19.500000000000004 9.5000000000000018 47.899251850000006 39.079932600000006 39.018051150000005 106.49500000000002 20.500000000000004 24.500000000000004 38.977585500000011 14.500000000000002 12.500000000000002 114.05000000000001 45.036141150000006 30.330566300000005 60.002985000000002 17.500000000000004 23.500000000000004 118.04500000000002 39.008519500000006 39.038055050000004 104.01000000000001 39.703507450000011 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 8 6 -5 -6 7 -4 9 10 14 -12 25 -14 15 16 26 19 -17 20 -18 23 -23 -16 -25 -13 -3 28 -11 -30
right_child=1 2 3 4 5 -7 -8 -9 -10 27 11 12 13 -15 21 18 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=8.1063803025567065 -45.175281498174456 -27035.48728604116 -17521.379183593752 -7844.017611625226 100665.91170099433 -25089.247864082532 3621.802963362069 -100339.202265625 11464.146889375386 -78187.901687712714 132808.29661885247 61680.316796875006 132392.69961805557 426.31826363357845 -28376.465195695742 84556.514597602742 -270201.72511319251 1646.4945429981203 7912.7847411317116 -53997.67340448944 -55124.867391304346 -83186.53864358837 15637.909356831397 -8110.7209622896644 142887.40937500002 -52104.527128507652 2931.8255441852871 -9394.8471783253117 25082.56543412642 -91204.55152513909
leaf_weight=3966508 96328 309 50 3356 44 39 58 70 1216 101 61 24 45 51 172 73 22 133 2003 142 23 145 43 52 29 98 2007 503 66 33
leaf_count=3966508 96328 309 50 3356 44 39 58 70 1216 101 61 24 45 51 172 73 22 133 2003 142 23 145 43 52 29 98 2007 503 66 33
internal_value=0 -299.676 -2534.86 -8449.95 -6651.27 41576.1 -43200.8 -65831.8 375.605 -1822.22 515.014 37472.4 10795.9 62285.6 -1485.98 1038.02 -6498.78 -45815.6 10607.9 -79572.1 -160274 -28454.4 -60583.1 -4580.14 45950.3 -29720.6 -1066.4 -19881.8 -46256.4 -13679.8
internal_weight=0 107296 10968 3617 3439 83 178 120 7351 6135 5432 279 218 96 5153 4712 2636 320 2076 187 45 441 188 253 81 122 2316 703 200 99
internal_count=4073804 107296 10968 3617 3439 83 178 120 7351 6135 5432 279 218 96 5153 4712 2636 320 2076 187 45 441 188 253 81 122 2316 703 200 99
is_linear=0
shrinkage=0.1


Tree=2600
num_leaves=31
num_cat=0
split_feature=1 1 0 7 1 0 0 6 4 6 6 5 4 6 6 6 3 0 0 6 0 4 5 6 6 6 4 0 6 1
split_gain=9.77995e+11 1.2553e+13 1.8186e+13 2.57832e+13 3.55218e+13 1.83086e+13 1.81022e+13 2.50145e+13 1.78824e+13 4.58531e+13 4.21175e+13 3.50726e+13 1.78697e+13 1.85095e+13 1.77269e+13 1.76318e+13 1.68495e+13 2.97736e+13 2.13057e+13 1.56164e+13 1.50911e+13 3.17263e+13 3.26114e+13 2.31713e+13 2.3072e+13 4.28537e+13 2.38147e+13 2.10807e+13 3.23969e+13 5.5582e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 6.0000000000000009 82.886781200000016 55.02095400000001 55.034466500000008 74.615000000000009 9.5000000000000018 90.045000000000016 114.05000000000001 3.5000000000000004 25.500000000000004 97.020000000000024 142.05000000000004 70.50500000000001 19.500000000000004 55.111813300000001 55.055052800000006 69.015000000000015 54.973017600000006 7.5000000000000009 4.5000000000000009 88.00500000000001 53.995000000000012 54.010000000000012 6.5000000000000009 54.988402950000008 62.995000000000012 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -7 -4 11 -11 -10 13 15 -15 19 17 18 -6 -8 23 24 -23 -2 -22 -26 27 28 -27 -30
right_child=1 -3 3 4 16 6 12 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-26.11890126945503 -1020.88129307431 22.247033097849503 434.42083893568417 73226.815137506303 70646.970740685108 -11982.568721560723 29.884182115637739 -68441.824439625474 12597.695481912444 189060.45460379464 19861.641662400769 -93336.755175781262 -50692.556250000001 -37584.635128495072 55368.932065217399 19831.733319438867 76142.163848586308 29419.264954264785 -24814.19388995993 -59062.084005604615 2721.6522840169364 7605.0620566148064 112058.60609375002 -40028.760372826997 -56185.062786031427 -9603.9769243140927 -97112.707254464287 -16244.885755473362 15768.352679838552 152524.56171875002
leaf_weight=3172333 6388 871109 3272 124 26 1022 1610 85 1339 28 31 32 70 190 23 499 42 356 232 46 4507 8135 30 156 183 633 28 826 417 32
leaf_count=3172333 6388 871109 3272 124 26 1022 1610 85 1339 28 31 32 70 190 23 499 42 356 232 46 4507 8135 30 156 183 633 28 826 417 32
internal_value=0 91.914 2090.71 7304.57 24142.7 941.905 -5712.98 -16317.7 4511.35 13839.8 100159 10125.1 -897.778 574.197 -27547.4 3353.73 14864.6 10672.9 -15194.1 -1611.56 2047.67 3816.71 7988.85 -1950.78 -1324.47 -9930.36 -5558.14 -4214.57 4969.38 25514.9
internal_weight=0 901471 30362 5482 780 24880 3545 1107 4702 1430 59 1371 2438 2368 213 2155 656 614 258 1656 21335 14791 8165 6544 6626 2119 1936 1908 1082 449
internal_count=4073804 901471 30362 5482 780 24880 3545 1107 4702 1430 59 1371 2438 2368 213 2155 656 614 258 1656 21335 14791 8165 6544 6626 2119 1936 1908 1082 449
is_linear=0
shrinkage=0.1


Tree=2601
num_leaves=31
num_cat=0
split_feature=4 6 6 0 0 1 1 0 0 3 4 6 5 0 0 5 1 1 3 3 7 0 0 0 6 0 0 4 0 6
split_gain=9.52876e+11 6.37864e+12 1.47819e+13 2.72505e+13 7.58195e+13 3.43478e+13 2.82399e+13 3.23803e+13 2.99881e+13 1.77179e+13 1.757e+13 1.70544e+13 3.71955e+13 1.98126e+13 5.52774e+13 3.93338e+13 2.16722e+13 4.79932e+13 3.43525e+13 4.49429e+13 5.63639e+13 3.09145e+13 3.60488e+13 3.83205e+13 6.53368e+13 3.23121e+13 3.20708e+13 2.94947e+13 3.36787e+13 2.96883e+13
threshold=5.5000000000000009 87.395000000000024 80.030000000000015 45.015054600000006 45.053967500000006 38.97264950000001 39.01296365000001 45.040161900000008 45.022979600000006 1.5000000000000002 4.5000000000000009 76.00500000000001 1.5000000000000002 55.622114900000007 55.702806750000008 2.5000000000000004 37.897576350000001 37.873748150000004 4.5000000000000009 1.5000000000000002 6.0000000000000009 59.933037250000005 55.801384500000005 55.81943720000001 78.010000000000005 55.82518790000001 55.840017500000009 3.5000000000000004 60.064438250000002 77.565000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 -8 -6 -1 -13 -14 15 -15 17 18 19 -16 21 22 -21 24 -24 -25 -27 28 -23 -29
right_child=-2 -3 3 4 10 6 9 -9 -10 -11 -12 12 13 14 16 -17 -18 -19 -20 20 -22 27 23 25 -26 26 -28 29 -30 -31
leaf_value=128.73419121274026 -30.241397337278158 -1127.5998504353258 -7424.0765300354387 7190.626790344355 -270.19353239248761 166600.66189903847 95063.36192989866 194580.81639322918 40331.534824236704 12726.276415466995 6543.7915201002616 -56039.550624701813 253.57716231704853 -118369.65663146973 -19180.662782564796 -29650.621544339363 -8975.4349169151119 142974.93033854169 -29982.473201343848 -7698.8420616824123 -29557.698213391428 108128.30408935547 -32100.534105282739 -71532.79667295258 183090.91727834303 139156.63553340518 32015.472478136136 28062.425222778322 -3842.6271140176746 -30981.988824668504
leaf_weight=1066637 2928705 42310 2204 132 7123 26 37 30 68 89 8073 131 10541 64 589 228 4589 24 318 215 273 48 21 29 43 29 763 122 61 282
leaf_count=1066637 2928705 42310 2204 132 7123 26 37 30 68 89 8073 131 10541 64 589 228 4589 24 318 215 273 48 21 29 43 29 763 122 61 282
internal_value=0 77.3454 123.575 2983.44 4455.91 48457.4 70246.3 104126 75257 36904.6 3349.79 76.7049 -2944.33 -2562.98 -6419.73 -49095.9 -4737.11 2167.27 957.325 4932.62 12463.2 19575.3 29029.5 37952.2 112481 32142.4 35938.6 -696.972 45465.7 -13151.7
internal_weight=0 1.1451e+06 1.10279e+06 17782 15578 382 250 124 94 126 15196 1.08501e+06 18370 18239 7698 292 7406 2817 2793 2475 1886 1613 1100 885 64 821 792 513 109 404
internal_count=4073804 1145099 1102789 17782 15578 382 250 124 94 126 15196 1085007 18370 18239 7698 292 7406 2817 2793 2475 1886 1613 1100 885 64 821 792 513 109 404
is_linear=0
shrinkage=0.1


Tree=2602
num_leaves=31
num_cat=0
split_feature=4 3 7 6 0 0 6 2 6 6 1 2 1 5 1 6 6 6 0 0 1 5 0 0 2 0 0 1 1 1
split_gain=9.84606e+11 5.46476e+12 1.46756e+13 1.28348e+13 2.9168e+13 1.89751e+13 1.83019e+13 1.35332e+13 2.37757e+13 1.43091e+13 2.06776e+13 1.50504e+13 1.74626e+13 1.30377e+13 1.44352e+13 1.41362e+13 1.28689e+13 1.20314e+13 1.18252e+13 2.46201e+13 1.50073e+13 1.43895e+13 1.07343e+13 1.38197e+13 9.68279e+12 1.39289e+13 2.19571e+13 1.63818e+13 1.4716e+13 1.44613e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 68.515000000000015 59.764576050000009 59.982409200000006 64.405000000000015 5873.0000000000009 72.020000000000024 128.05000000000004 37.631035900000008 2343.5000000000005 41.966773150000002 2.5000000000000004 37.740454950000007 59.815000000000005 87.015000000000015 86.030000000000015 45.177967300000006 44.878071950000013 40.965343750000009 5.5000000000000009 56.520242650000007 55.737027400000009 3658.0000000000005 55.568628050000008 53.244414800000008 37.858952300000006 37.234509300000006 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 17 13 9 -9 10 -5 -12 -13 24 -15 -16 -14 -6 19 -3 -21 -20 23 -18 25 26 -4 -27 -28 -29
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 11 12 16 14 15 -17 22 -19 21 20 -22 -23 -24 -25 -26 27 28 29 -30 -31
leaf_value=-21.432148531657631 45.79196124138263 -4940.4640210722446 17026.757447231084 -16645.801198877518 149215.00144427267 -7120.6660326086967 -23289.265582838125 72130.078896837353 10656.513619032641 -77617.368821022726 39599.766467013891 -30771.226078048407 81.069684516059041 -31326.516210937501 15439.971464170259 111138.60530007102 39227.348658288043 59204.039429450757 -1933.4238159553497 12463.56745406735 -7046.3650923777432 72479.006911057688 -6461.5915865384623 138797.08281250001 -3560.9400897615992 19609.391278859312 -96837.05078125 -87677.387324218755 -13165.859704344153 -288.23556768867405
leaf_weight=1830206 2181312 2132 311 303 27 23 282 83 260 22 180 102 144 20 29 33 46 33 51830 2394 472 26 26 20 1636 982 22 20 472 356
leaf_count=1830206 2181312 2132 311 303 27 23 282 83 260 22 180 102 144 20 29 33 46 33 51830 2394 472 26 26 20 1636 982 22 20 472 356
internal_value=0 -52.7804 -973.916 3992.04 12796.2 70105.6 1308.29 8785.49 25532 1971.66 4104.37 16242 3802.98 3095.59 42546.4 66376.3 18746.1 99709 -1448.38 3197.04 9250.49 -1896.11 47960.9 69400 2244.06 6634.71 -3788.05 12813.2 -16892.1 -4936.59
internal_weight=0 1.89249e+06 62286 5432 1269 83 4163 1186 343 843 821 518 338 3881 82 62 236 60 56854 4998 2866 51856 92 66 3799 2163 805 1358 494 376
internal_count=4073804 1892492 62286 5432 1269 83 4163 1186 343 843 821 518 338 3881 82 62 236 60 56854 4998 2866 51856 92 66 3799 2163 805 1358 494 376
is_linear=0
shrinkage=0.1


Tree=2603
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 4 4 2 0 0 1 3 0 0 1 0 1 0 1 2 1 5 0 0 0 2 0 0 1 1
split_gain=9.07837e+11 6.25707e+12 9.17652e+12 6.66146e+12 1.20288e+13 6.21824e+12 9.41576e+12 5.77551e+12 9.30586e+12 1.20713e+13 9.86029e+12 5.43212e+12 5.36189e+12 5.38412e+12 5.23726e+12 7.91165e+12 1.12252e+13 9.59578e+12 1.00672e+13 8.11808e+12 6.06999e+12 4.90844e+12 4.71446e+12 5.28851e+12 4.77956e+12 4.65625e+12 5.4987e+12 1.64865e+13 7.74131e+12 5.98219e+12
threshold=32.005000000000003 32.410000000000004 20.507515800000004 43.687280500000007 11.500000000000002 16.500000000000004 20.500000000000004 2691.5000000000005 55.753967500000009 55.834019500000004 37.768783500000005 19.500000000000004 60.064438250000002 55.840017500000009 82.966990000000024 55.988910100000005 37.563506350000004 55.897267000000006 37.843405600000004 75.000000000000014 82.981285100000022 5.5000000000000009 59.933037250000005 60.042359000000012 59.864072000000007 2865.5000000000005 59.963561900000009 59.898927250000007 30.389265100000003 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 -5 14 8 -8 10 -10 12 13 -11 15 16 19 18 -18 -7 -16 -1 24 -24 -15 26 27 -17 -28 -29
right_child=1 -3 3 5 -6 6 7 -9 9 11 -12 -13 -14 22 20 25 17 -19 -20 -21 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=-148.97930398178187 -50469.020016572154 6.9565170218356975 9700.2098403033087 3325.3586924031983 97923.596718750006 68599.587753906249 32436.461507523149 -6368.4003528683688 -70050.380427631593 50992.491341145833 9869.7714092548085 -10946.084211260575 62167.066845703128 7389.2039982036949 -42268.12944852942 -14753.457868766101 -62169.956471354169 49680.317820785989 -2776.856333803561 6353.7931096857246 3152.168200683594 -47385.064080255688 19853.717093558935 -8321.1630859375 -22907.14798700242 2564.7064510721557 -15034.596475578757 -44912.082347972973 34536.961902153205 -106818.71788917825
leaf_weight=358886 33 3701809 68 10045 20 40 135 387 38 30 26 133 20 137 85 279 30 33 586 44 45 22 322 84 84 142 136 37 41 27
leaf_count=358886 33 3701809 68 10045 20 40 135 387 38 30 26 133 20 137 85 279 30 33 586 44 45 22 322 84 84 142 136 37 41 27
internal_value=0 14.6731 2197.4 2330.54 29751 2144.44 -1916.63 4017.46 8000.94 4226.57 -37582.8 7530.03 11159.8 9607.02 -7348.75 -5559.79 1597.09 -2854.99 -5669.38 35994.6 -26545.7 -151.875 7626.86 14024.4 -4126.15 -13484.2 -17866.8 -25253.8 -3551.92 -71028.9
internal_weight=0 3.7149e+06 13087 13054 88 12966 2921 1396 1009 874 64 810 677 657 1525 1395 733 649 616 84 130 358908 627 406 221 662 520 343 177 64
internal_count=4073804 3714896 13087 13054 88 12966 2921 1396 1009 874 64 810 677 657 1525 1395 733 649 616 84 130 358908 627 406 221 662 520 343 177 64
is_linear=0
shrinkage=0.1


Tree=2604
num_leaves=31
num_cat=0
split_feature=0 6 5 1 4 1 6 6 0 4 0 3 0 1 6 0 0 6 6 6 7 1 4 0 0 1 6 0 1 4
split_gain=8.91618e+11 7.3313e+12 1.78921e+13 6.65271e+13 5.59512e+13 6.15898e+13 4.42719e+13 7.52193e+13 6.4489e+13 8.32335e+13 9.09916e+13 5.87698e+13 5.36539e+13 8.49352e+13 7.98638e+13 6.03772e+13 5.26493e+13 5.4437e+13 4.83432e+13 4.82366e+13 4.37265e+13 1.0053e+14 5.88516e+13 6.96972e+13 7.87432e+13 5.76004e+13 5.64031e+13 8.04795e+13 5.09645e+13 1.20138e+14
threshold=56.115175650000005 37.310000000000009 1.5000000000000002 30.277905650000005 13.500000000000002 30.315889700000003 45.005000000000003 44.605000000000011 59.91832440000001 8.5000000000000018 59.950512650000007 10.500000000000002 59.963561900000009 30.303340300000002 62.010000000000012 59.982409200000006 59.882709350000006 85.020000000000024 46.010000000000012 51.015000000000008 6.0000000000000009 30.370944000000005 6.5000000000000009 59.990753350000013 59.950512650000007 30.362494150000003 56.805000000000007 56.309668500000008 37.488790500000007 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 7 -5 16 10 -10 12 14 19 18 -15 -8 -18 -11 -14 21 22 -7 24 25 -24 -23 -28 29 -22
right_child=1 2 -4 4 -6 20 8 -9 9 11 -12 -13 13 15 -16 -17 17 -19 -20 -21 28 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-28.179308796896706 -401.31263678755499 -3652.1904814900286 -26.490499005648616 11066.406872207352 144.69514902994035 4907.5853666371313 99546.539567057291 -71841.897882133155 50478.805356573437 158283.25473022461 -27048.231573779121 -90124.932776988644 -27172.976751893941 -215947.80335937502 224528.62064985797 13291.135022424771 -21802.116438122364 85514.383107311325 60919.806626618527 115756.40351091868 -17082.337580813037 4657.9148141266951 9903.8167355294954 -297.60141445728061 89121.503869276101 65772.886232724835 -47366.67773296262 -2049.2680268434483 3285.9899092025898 8261.4352510827357
leaf_weight=2989263 246827 25492 653595 2259 86873 928 48 115 343 64 271 22 33 20 44 27 437 53 251 83 4711 42468 472 376 346 303 484 2059 12435 3102
leaf_count=2989263 246827 25492 653595 2259 86873 928 48 115 343 64 271 22 33 20 44 27 437 53 251 83 4711 42468 472 376 346 303 484 2059 12435 3102
internal_value=0 77.6691 218.798 1089.54 1851.55 3918.05 15865.6 7050.21 28205 41496.2 16260.8 69978.8 76726.5 29147.1 98329.4 -84257.3 -403.399 -10194.4 80701.6 75095.5 3199.62 4860.22 24693.7 36959.2 49455.7 31746.8 3791.68 -10674.4 -690.766 -7020.08
internal_weight=0 1.08454e+06 837714 184119 158627 71754 4070 2374 1696 1158 614 544 522 163 359 47 538 490 315 116 67684 47436 2425 1497 1121 775 45011 2543 20248 7813
internal_count=4073804 1084541 837714 184119 158627 71754 4070 2374 1696 1158 614 544 522 163 359 47 538 490 315 116 67684 47436 2425 1497 1121 775 45011 2543 20248 7813
is_linear=0
shrinkage=0.1


Tree=2605
num_leaves=31
num_cat=0
split_feature=3 6 0 6 3 1 6 1 1 4 6 6 6 4 5 7 4 1 1 0 4 6 1 1 0 4 1 4 4 6
split_gain=9.43187e+11 6.79703e+12 2.06463e+13 4.4848e+13 3.11893e+13 6.16093e+13 9.50598e+13 5.34737e+13 9.06866e+13 3.54461e+13 4.5616e+13 3.23464e+13 2.81343e+13 2.20345e+13 1.782e+13 1.7672e+13 3.4313e+13 5.8541e+13 4.36235e+13 2.77622e+13 2.70816e+13 2.9087e+13 2.7768e+13 8.90885e+13 2.85604e+13 4.24279e+13 2.71942e+13 4.11869e+13 5.00686e+13 3.59e+13
threshold=12.500000000000002 62.010000000000012 43.6005307 60.910000000000004 13.500000000000002 39.749243900000003 45.995000000000012 39.735861600000007 39.749243900000003 18.500000000000004 57.995000000000012 40.610000000000007 48.410000000000004 16.500000000000004 1.5000000000000002 6.0000000000000009 16.500000000000004 37.600779750000008 37.563506350000004 43.687280500000007 15.500000000000002 46.420000000000009 30.315889700000003 30.362494150000003 59.825842200000004 24.500000000000004 30.242318500000007 16.500000000000004 24.500000000000004 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 12 11 -11 -6 -9 -13 -4 16 17 18 -16 -19 21 -17 26 24 -24 -26 -22 -28 29 -29
right_child=1 -3 14 -5 7 -7 -8 8 -10 10 -12 13 -14 -15 15 20 -18 19 -20 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-17.138191709841923 4060.9786758814103 -436.82798851975969 -185.56155321463135 120475.25100160258 8808.2826562500013 5491.1340410786288 224851.83393429487 67705.826065340909 3768.2757904424902 -32774.923563802084 124587.53501674108 -84029.649553571435 221358.70696364186 -219536.56495535714 -11023.487498229631 33423.025600723478 4602.3319595232997 114438.25348011365 -61527.103979892425 1965.187873306752 -1890.5936524607737 5487.3637515566015 12223.371690493725 -268.49626144708753 -58993.846466694929 -9946.2190691497599 -60160.519377200704 35982.331720181559 2445.2596053274056 -53312.156781914891
leaf_weight=3615175 39 143006 208574 39 20 155 39 22 328 150 21 28 26 21 2615 426 32561 22 183 8948 1669 2980 122 53563 455 288 71 1071 1140 47
leaf_count=3615175 39 143006 208574 39 20 155 39 22 328 150 21 28 26 21 2615 426 32561 22 183 8948 1669 2980 122 53563 455 288 71 1071 1140 47
internal_value=0 135.093 394.225 15620.8 10804.2 41968.8 114456 -983.74 22555.4 -37861.8 -13449.7 -98361.3 150934 -142104 351.265 1405.96 2929.75 -1698.14 -14326.6 2241.04 313.524 8981.37 -191.776 -782.629 -32619 -39982.1 7851.98 14833.7 17191.8 32228.4
internal_weight=0 458629 315623 888 849 233 78 616 376 240 171 69 48 49 314735 106161 44329 11768 2798 8970 61832 3406 58426 54428 865 743 3998 2329 2258 1118
internal_count=4073804 458629 315623 888 849 233 78 616 376 240 171 69 48 49 314735 106161 44329 11768 2798 8970 61832 3406 58426 54428 865 743 3998 2329 2258 1118
is_linear=0
shrinkage=0.1


Tree=2606
num_leaves=31
num_cat=0
split_feature=4 6 3 1 6 6 0 6 0 0 1 6 5 6 1 6 6 4 1 1 0 1 6 3 5 1 6 6 5 3
split_gain=9.63061e+11 6.51733e+12 1.44292e+13 1.78503e+13 3.56719e+13 1.39561e+14 5.41749e+13 4.54965e+13 3.45417e+13 4.64047e+13 4.00034e+13 1.87315e+13 1.85747e+13 1.86208e+13 7.02528e+13 3.28531e+13 1.76431e+13 1.59658e+13 1.9394e+13 3.85196e+13 2.6311e+13 2.14825e+13 6.88484e+13 1.4762e+14 1.28052e+14 6.75436e+13 3.74327e+13 2.93199e+13 3.81115e+13 2.82793e+13
threshold=5.5000000000000009 47.005000000000003 4.5000000000000009 30.425503950000003 120.05000000000001 104.01000000000001 59.982409200000006 102.04000000000001 59.939085000000013 59.898927250000007 30.345769800000003 138.05000000000004 4.5000000000000009 98.020000000000024 30.345769800000003 100.05000000000001 149.05000000000004 4.5000000000000009 42.186961750000002 49.095306150000006 56.760749800000006 49.147669400000005 82.905000000000015 3.5000000000000004 3.5000000000000004 49.111590500000005 74.015000000000015 62.375000000000007 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 -1 17 4 5 7 -7 12 9 11 -11 -6 13 -4 15 -15 -10 18 -3 20 -20 22 26 24 25 -24 27 -21 -29 -27
right_child=-2 2 3 -5 8 6 -8 -9 16 10 -12 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-124.73059965846217 -30.402590710203853 878.62932414159775 -5655.9363359258768 -497.91016842957674 14981.932101779514 -122788.15463001443 36937.080500976561 131922.99212239584 45555.68704362624 8852.1974561737807 -136703.55823660715 130512.5797554348 83518.19249320653 -178348.54479166667 81007.388671875 -34984.414768145165 132893.37425781251 1110.5449202155839 -5029.7739620502143 -2216.1488708727288 -33985.06466583252 -357.63092998307968 336994.57336647733 -96163.421674923797 -26098.867057291667 183780.97887369792 -52867.112990334252 133725.52926829268 10233.008071899414 55853.85824652778
leaf_weight=665601 2928705 84111 4458 70805 36 141 25 24 101 41 35 23 23 33 28 31 30 242031 16252 330 320 60225 22 41 42 48 110 41 64 27
leaf_count=665601 2928705 84111 4458 70805 36 141 25 24 101 41 35 23 23 33 28 31 30 242031 16252 330 320 60225 22 41 42 48 110 41 64 27
internal_value=0 77.7576 358.836 -906.793 -6663.6 -8653.92 -98733.1 -5401.11 28975.1 -6522.56 -58180.1 60019.3 -6121.81 -6574.94 -51106.7 -108907 65556.7 596.602 -172.982 -1313.97 -5588.89 -151.646 16959.3 70580.9 119765 182922 -750.555 12428.3 58453.9 137727
internal_weight=0 1.1451e+06 479498 75834 5029 4763 166 4597 266 135 76 59 4573 4550 92 64 131 403664 161633 77522 16572 60950 725 180 139 97 545 435 105 75
internal_count=4073804 1145099 479498 75834 5029 4763 166 4597 266 135 76 59 4573 4550 92 64 131 403664 161633 77522 16572 60950 725 180 139 97 545 435 105 75
is_linear=0
shrinkage=0.1


Tree=2607
num_leaves=31
num_cat=0
split_feature=4 5 2 6 0 6 6 6 0 4 6 0 0 1 6 6 6 6 4 6 1 3 0 6 1 6 0 6 7 1
split_gain=9.98295e+11 3.00455e+12 8.48917e+12 6.99392e+12 6.65433e+12 5.72193e+12 4.82894e+12 5.2552e+12 1.00612e+13 6.39032e+12 4.46694e+12 3.9836e+12 1.16933e+13 1.37118e+13 1.32907e+13 1.41838e+13 2.73678e+13 5.14926e+13 1.96529e+13 1.2393e+13 7.73428e+12 1.13941e+13 7.43721e+12 7.8597e+12 7.33037e+12 7.13952e+12 7.07176e+12 1.04051e+13 1.49323e+13 1.47921e+13
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 30.985000000000003 55.649510000000014 31.410000000000004 75.605000000000004 247.90000000000001 56.342669500000007 1.5000000000000002 44.410000000000004 45.036141150000006 45.00849250000001 39.029038350000008 61.425000000000004 78.605000000000004 85.020000000000024 82.00500000000001 1.5000000000000002 71.030000000000015 33.882313700000005 1.5000000000000002 45.029425500000009 58.995000000000012 38.97264950000001 96.050000000000011 45.109778000000006 90.045000000000016 6.0000000000000009 39.105193450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -8 -7 12 20 14 -14 19 17 -17 -18 -16 21 -3 25 -24 -21 -15 27 -13 29 -29
right_child=-2 11 5 4 -6 6 7 -9 -10 -11 -12 26 13 22 15 16 18 -19 -20 24 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-6911.795410155878 -8.3296085432717657 7269.1985518292686 674.47016678327043 8839.4579012784088 79421.662775735298 -1839.9541559577269 84426.552371651793 -14030.79756610577 -33137.105664062503 23579.775069444444 -8238.1751984022467 3808.2864083552336 -5725.7214240107514 4203.5813810093196 -22331.609915917074 -8971.9883919270851 60232.426902173916 183872.8478125 -39083.977035051386 -81272.15491365132 849.94966396131213 -67283.553387004577 7420.5562548917878 59954.903146922836 -31668.575940688777 -50961.600843749999 663.91452393694863 61394.55560661765 -754.98053075396831 -20590.746759259258
leaf_weight=32 3961637 41 13963 22 34 11551 28 39 20 45 1205 2353 1401 381 218 45 23 20 149 76 8634 41 68 49 49 25 71383 119 126 27
leaf_count=32 3961637 41 13963 22 34 11551 28 39 20 45 1205 2353 1401 381 218 45 23 20 149 76 8634 41 68 49 49 25 71383 119 126 27
internal_value=0 294.194 -626.377 30382.1 51692.9 -728.002 -2247.46 16781 29702.1 46918.3 -2444.36 585.17 -1170.69 -7193.69 -10995.9 -23726.2 -4913.29 50364.9 -25803.3 -36725.2 559.646 -30007.2 7208.25 29422.1 -61827.6 806.711 851.367 5948.87 24466.5 46232.9
internal_weight=0 112167 26939 88 56 26851 12888 132 93 73 12756 85228 11220 2504 1981 580 237 65 172 343 8716 82 523 117 125 406 74008 2625 272 146
internal_count=4073804 112167 26939 88 56 26851 12888 132 93 73 12756 85228 11220 2504 1981 580 237 65 172 343 8716 82 523 117 125 406 74008 2625 272 146
is_linear=0
shrinkage=0.1


Tree=2608
num_leaves=31
num_cat=0
split_feature=4 1 6 5 6 6 6 6 3 4 6 3 3 2 0 4 3 4 7 0 0 0 6 6 6 4 6 3 3 4
split_gain=8.89364e+11 5.22816e+12 1.69604e+13 1.6989e+13 1.88826e+13 9.12596e+12 2.0872e+13 1.82631e+13 1.79217e+13 2.15084e+13 2.0456e+13 1.33312e+13 1.20052e+13 9.82412e+12 9.39438e+12 9.06785e+12 7.32568e+12 8.97313e+12 1.4898e+13 8.82135e+12 6.07391e+12 5.84119e+12 1.03343e+13 8.29028e+12 5.81194e+12 1.29725e+13 1.12323e+13 1.06745e+13 1.78489e+13 2.41904e+13
threshold=9.5000000000000018 107.59716050000002 142.05000000000004 2.5000000000000004 67.00500000000001 79.015000000000015 89.00500000000001 96.050000000000011 10.500000000000002 12.500000000000002 88.825000000000003 4.5000000000000009 7.5000000000000009 7912.5000000000009 52.02416370000001 13.500000000000002 2.5000000000000004 11.500000000000002 6.0000000000000009 50.556058150000005 52.07762420000001 50.556058150000005 64.805000000000021 62.995000000000012 58.305000000000007 10.500000000000002 80.720000000000013 9.5000000000000018 8.5000000000000018 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 24 15 16 8 11 9 -7 14 -8 -11 -9 -10 21 19 20 -19 -6 -18 22 -5 -23 -3 26 -26 28 -27 -30
right_child=1 2 -4 4 5 6 7 13 10 12 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-50.162769018204102 51.643479309504961 -2518.6470587223616 68585.259531841861 -102710.40323660715 88297.187202380956 -27017.54289574748 -15878.294633914264 44261.7294921875 -89393.794765625003 -303.63167021780305 -145049.736875 53350.29614861872 92648.638130696621 -13492.537276182433 -2537.7673295454547 30519.92921875 -19041.879761240434 57989.644683948871 -35112.141906249999 12479.975014562775 11448.773586973854 4052.7598783052886 -28304.368251953125 -42322.642831441386 15568.73596848624 -1587.7894929652475 83300.090309495194 11100.453773361134 26674.200560735888 -78763.47394049658
leaf_weight=1892492 2175324 2706 33 35 21 382 39 32 20 33 25 97 24 370 33 20 196 55 25 57 98 52 40 149 420 474 26 422 31 73
leaf_count=1892492 2175324 2706 33 35 21 382 39 32 20 33 25 97 24 370 33 20 196 55 25 57 98 52 40 149 420 474 26 422 31 73
internal_value=0 43.5209 -2907.26 -3303.44 -11408.8 -6873.36 -11967 1821.3 -26315.3 -18467.3 -70485.5 33498 38834.2 -8895.18 -35313.6 -34499.9 5015.48 -798.4 28895.3 32892.3 -8878.33 -39211.5 -63027.2 -30325 216.319 5334.45 19517.2 -991.054 -9819.11 -47334.9
internal_weight=0 2.18131e+06 5988 5955 1803 1507 1055 538 517 439 78 136 57 402 53 296 452 374 80 78 294 276 75 201 4152 1446 446 1000 578 104
internal_count=4073804 2181312 5988 5955 1803 1507 1055 538 517 439 78 136 57 402 53 296 452 374 80 78 294 276 75 201 4152 1446 446 1000 578 104
is_linear=0
shrinkage=0.1


Tree=2609
num_leaves=31
num_cat=0
split_feature=2 6 0 3 1 6 6 1 1 1 1 4 3 4 0 4 5 3 5 4 0 1 0 0 3 0 0 1 4 3
split_gain=8.89858e+11 5.68844e+12 1.54265e+13 3.19157e+13 4.28916e+13 2.13006e+13 2.06075e+13 2.04871e+13 4.1914e+13 3.90019e+13 4.06419e+13 2.61327e+13 2.38298e+13 3.64765e+13 2.25705e+13 5.01439e+13 2.66655e+13 2.26572e+13 2.26274e+13 3.22758e+13 2.16116e+13 5.28778e+13 4.24242e+13 3.50964e+13 3.61507e+13 2.54833e+13 2.33163e+13 2.24112e+13 5.40221e+13 4.37997e+13
threshold=3129.5000000000005 149.05000000000004 43.550475500000012 4.5000000000000009 43.80299105000001 189.00000000000003 168.45000000000002 83.050033500000012 82.956351500000011 82.918694400000007 82.93515810000001 11.500000000000002 6.5000000000000009 3.5000000000000004 54.762682300000009 5.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 57.125462300000009 65.574968200000015 57.14107305000001 56.888401950000009 4.5000000000000009 57.14107305000001 58.603553700000006 65.534455000000023 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 -3 7 -6 8 9 20 11 -11 13 -10 16 18 -9 -18 19 -16 23 25 -23 -4 -25 -22 27 28 -27 -30
right_child=1 2 5 -5 6 -7 -8 14 12 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-42.526471111844806 63.302544228002276 87501.53453910278 -12486.700579195709 -7593.660480661104 44445.863916015631 2415.236565179237 -5089.5486409505211 -82424.560813210235 -16312.192174692624 103929.526796875 -3563.9391358713629 5743.9052972560976 -3387.2888368577223 -116702.62868240871 40185.188232421875 3369.3444863558943 -29417.950446188039 32187.6321773374 7828.360560825894 191648.40782973345 -75720.950526494576 210520.59668898812 26435.718649193546 -6107.8515591325431 -90623.667919518339 -83706.718603515634 -38293.048445638022 -6732.003717404802 102657.10478616302 2705.1137780761719
leaf_weight=2228633 1836680 97 2448 528 131 3018 234 44 61 80 189 41 65 89 24 211 116 123 21 34 46 21 31 87 121 32 120 302 97 80
leaf_count=2228633 1836680 97 2448 528 131 3018 234 44 61 80 189 41 65 89 24 211 116 123 21 34 46 21 31 87 121 32 120 302 97 80
internal_value=0 51.3643 -2530.99 9201.67 28396.3 -4079.49 12688.9 -8451.81 -11039.7 -8542.2 25407.3 70660 -53961.6 -75877.2 9207.21 28813.2 -10883.7 2287.01 96770.7 128974 -11651.3 3600.24 100778 -15837.5 -55273.3 -3863.9 1374.49 10689.8 35863.8 57481.1
internal_weight=0 1.84517e+06 8491 990 462 7501 365 4483 3910 3695 310 121 215 150 573 290 283 239 79 58 3385 729 52 2656 208 677 631 511 209 177
internal_count=4073804 1845171 8491 990 462 7501 365 4483 3910 3695 310 121 215 150 573 290 283 239 79 58 3385 729 52 2656 208 677 631 511 209 177
is_linear=0
shrinkage=0.1


Tree=2610
num_leaves=31
num_cat=0
split_feature=0 7 4 0 1 4 0 1 1 1 3 1 6 0 0 1 6 5 1 6 4 6 6 6 3 0 6 6 6 3
split_gain=8.53452e+11 1.24703e+13 3.11408e+13 4.349e+13 4.49849e+13 4.04225e+13 6.34171e+13 5.60731e+13 5.55217e+13 1.25451e+14 5.72351e+13 6.88135e+13 8.56499e+13 6.25517e+13 1.23666e+14 8.50752e+13 8.16199e+13 1.34599e+14 1.35431e+14 1.25038e+14 1.09174e+14 6.70904e+13 6.94407e+13 9.62565e+13 8.11379e+13 6.41984e+13 5.99012e+13 7.28931e+13 8.34358e+13 5.84705e+13
threshold=57.892117950000006 6.0000000000000009 6.5000000000000009 58.08467765000001 49.692247900000005 8.5000000000000018 59.982409200000006 40.377616600000003 30.345769800000003 30.362494150000003 3.5000000000000004 30.277905650000005 63.140000000000008 59.933037250000005 59.91832440000001 30.330566300000005 63.855000000000011 2.5000000000000004 30.303340300000002 62.010000000000012 7.5000000000000009 61.025000000000006 54.710000000000008 57.410000000000004 6.5000000000000009 59.950512650000007 38.010000000000012 39.995000000000012 45.005000000000003 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 8 -8 10 -10 -4 12 -12 14 15 -13 19 25 -19 21 -20 22 26 -24 -25 29 -15 -28 -29 -18
right_child=1 2 5 4 -6 -7 7 -9 9 -11 11 13 -14 16 -16 -17 17 18 20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-17.086062324568779 482.28143113356538 31759.710967412557 -12725.621055870879 4962.0281783162281 -29480.891349815487 -531.7310607238569 -45840.133643708738 21611.184649088544 -218345.58447265625 -18044.969897059389 6074.8778177214836 33123.422586692373 -48733.532097755146 -79233.875655864205 139772.97597845874 -75569.059826347147 217517.79897959187 132466.96702473957 109197.47230113635 -257802.17698863638 -139308.42241319444 148869.12291666667 -216246.61585937502 -112331.80363948172 106227.89299568965 17807.437953920718 145164.60334535257 -88398.866232221553 33976.23154747596 79759.380132247752
leaf_weight=3575553 328475 575 2273 8027 398 152813 691 150 32 1368 1025 938 395 81 103 78 49 36 22 22 90 24 40 41 29 81 39 78 195 83
leaf_count=3575553 328475 575 2273 8027 398 152813 691 150 32 1368 1025 938 395 81 103 78 49 36 22 22 90 24 40 41 29 81 39 78 195 83
internal_value=0 122.613 -573.257 5150.96 3334.93 -893.69 -7839.82 -33809.6 -4773.19 -22623.3 -405.811 7713.33 -9171.12 19530 35363.7 24778.9 59.6494 36992.2 -36260.8 -24225.7 -90494.8 -14474.9 -22268.6 -92498.7 -21785.6 87891.1 -2611.38 17281 -988.082 130897
internal_weight=0 498251 169776 9000 8425 160776 7963 841 7122 1400 5722 3449 1420 2029 1119 1016 910 361 148 549 112 527 503 110 70 213 393 312 273 132
internal_count=4073804 498251 169776 9000 8425 160776 7963 841 7122 1400 5722 3449 1420 2029 1119 1016 910 361 148 549 112 527 503 110 70 213 393 312 273 132
is_linear=0
shrinkage=0.1


Tree=2611
num_leaves=31
num_cat=0
split_feature=2 6 6 1 4 5 6 3 6 7 0 1 0 1 4 6 6 6 2 4 4 6 5 4 0 0 6 6 1 5
split_gain=8.45023e+11 1.04421e+12 2.18113e+12 8.55912e+11 6.01617e+12 2.19664e+13 1.56053e+13 1.68408e+13 2.99966e+13 1.7584e+13 1.63719e+13 3.61474e+13 1.29147e+13 2.42595e+13 5.55756e+13 2.37964e+13 2.09398e+13 2.02861e+13 1.25754e+13 3.11765e+13 3.47009e+13 6.01106e+13 1.21109e+13 1.17431e+13 3.55724e+13 1.53022e+13 2.5736e+13 2.1079e+13 1.98885e+13 1.14504e+13
threshold=15792.500000000002 42.205000000000005 56.205000000000005 86.020047450000007 14.500000000000002 1.5000000000000002 110.01500000000001 10.500000000000002 134.05000000000004 6.0000000000000009 56.041614100000011 92.865667950000017 56.105603650000006 92.90968070000001 22.500000000000004 88.825000000000003 60.305000000000007 98.020000000000024 5325.0000000000009 16.500000000000004 20.500000000000004 122.65000000000002 3.5000000000000004 11.500000000000002 56.020150250000007 55.348830750000012 83.010000000000005 68.515000000000015 92.865667950000017 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 -3 -1 23 -6 10 8 9 22 -7 -12 13 16 15 -15 -13 -17 19 -9 21 -21 -8 -5 25 27 -27 -25 -28 -29
right_child=1 2 -4 4 5 6 7 18 -10 -11 11 12 -14 14 -16 17 -18 -19 -20 20 -22 -23 -24 24 -26 26 28 29 -30 -31
leaf_value=-9.2985811711761812 -24402.300982862904 13116.752907714845 -21910.164898681644 180.81493600967164 -1532.01548158896 7372.3280640310104 -116712.88427933674 -94563.730066287884 47506.697656250006 -9668.8488093449523 -20359.910369542235 23380.457105125406 -5656.773098222513 38654.913634035183 -29951.106185302735 191380.37898437501 -5400.9442809993043 58502.831684027777 58833.535000000003 209645.45372023812 -17877.083143241452 -26885.906045809665 -46039.59925944011 3444.7607933240383 -12074.016321174062 5209.0339126639565 25064.969986413045 -22459.230136133454 103481.2085373264 21695.202067307691
leaf_weight=3904989 31 40 32 137746 11244 9017 49 33 34 52 738 347 814 308 120 20 931 27 35 21 106 22 48 1353 3074 1739 115 609 45 65
leaf_count=3904989 31 40 32 137746 11244 9017 49 33 34 52 738 347 814 308 120 20 931 27 35 21 106 22 48 1353 3074 1739 115 609 45 65
internal_value=0 -9057.54 -2450.77 0.229011 220.754 1688.3 4534.49 -14904.3 -37248 -56588 5165.52 -855.287 4752.2 9585.57 28881.6 48768.7 2413.72 115046 3938.55 -6618.18 12859.7 88629.4 -81740.5 -22.2326 -4017.8 2290.1 8740.2 -3752.7 47119.5 -18201
internal_weight=0 103 72 4.0737e+06 168712 23966 12722 400 183 149 12322 3305 2567 1753 475 355 1278 47 217 182 149 43 97 144746 7000 3926 1899 2027 160 674
internal_count=4073804 103 72 4073701 168712 23966 12722 400 183 149 12322 3305 2567 1753 475 355 1278 47 217 182 149 43 97 144746 7000 3926 1899 2027 160 674
is_linear=0
shrinkage=0.1


Tree=2612
num_leaves=31
num_cat=0
split_feature=3 0 3 6 1 2 1 5 1 0 1 4 6 1 6 1 2 6 0 6 4 4 6 0 6 4 1 6 5 6
split_gain=8.54393e+11 7.08677e+12 5.76205e+12 1.33128e+13 1.94085e+13 2.50218e+13 2.05752e+13 1.63874e+13 3.40589e+13 2.00991e+13 1.58649e+13 3.17995e+13 1.50022e+13 1.91267e+13 1.88203e+13 1.55073e+13 1.5517e+13 1.66675e+13 1.54925e+13 2.7438e+13 1.86082e+13 1.35975e+13 1.27499e+13 1.86745e+13 1.3627e+13 1.20789e+13 1.77297e+13 4.70832e+13 1.19134e+13 1.18842e+13
threshold=20.500000000000004 43.550475500000012 19.500000000000004 101.02000000000002 39.763755750000009 5325.0000000000009 30.362494150000003 3.5000000000000004 82.92647190000001 55.046782850000007 30.226173900000003 24.500000000000004 72.50500000000001 37.425454150000007 54.010000000000012 37.71815560000001 5261.5000000000009 71.030000000000015 55.840017500000009 54.990000000000002 20.500000000000004 24.500000000000004 65.00500000000001 55.850146250000009 57.410000000000004 23.500000000000004 37.682335600000009 75.010000000000005 3.5000000000000004 108.05000000000001
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=2 -2 -1 12 6 -6 10 8 29 -10 -5 -12 14 28 -4 18 -17 -18 19 -16 -21 -22 23 -20 -25 26 27 -15 -14 -7
right_child=1 -3 3 4 5 7 -8 -9 9 -11 11 -13 13 25 15 16 17 -19 22 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.1354449026181039 55836.764673913051 319.53840394632579 82.908897558206462 -47658.31048677885 32701.845711505186 -33293.342329545456 -38609.013076985684 23913.428370949074 -35218.149826388886 82924.646193440771 133879.57591145832 -18393.660545349121 -5369.8889891081781 175049.92343750002 -102716.94702743902 2065.9833632149507 -17497.244822138917 49526.326483995486 70671.185214120371 30464.712577928818 -35376.502306423608 -10860.934906421704 11500.632147432678 1914.4832438219591 -21844.935038136817 4342.1694628428795 12121.490411692334 26603.925578629889 -65848.487488511033 -124020.93826264882
leaf_weight=3980530 23 73928 10157 26 157 22 360 54 36 24 24 32 775 25 41 2145 763 39 27 70 450 455 311 371 691 1387 658 147 34 42
leaf_count=3980530 23 73928 10157 26 157 22 360 54 36 24 24 32 775 25 41 2145 763 39 27 70 450 455 311 371 691 1387 658 147 34 42
internal_value=0 336.805 -6.227 -1728.89 -14552.5 3601.55 -28311.9 -22065.6 -42088.7 12039 16895.1 46866.3 -1191.63 5249.52 -2447.49 -7239.81 -2371 -14238 -13178.7 -22578.8 -19208.8 -23051 -6356.97 -11456.8 -13544.8 10052.1 19593.9 48180.4 -7911.63 -92833.3
internal_weight=0 73951 3.99985e+06 19323 777 335 442 178 124 60 82 56 18546 3026 15520 5363 2947 802 2416 1016 975 905 1400 1089 1062 2217 830 172 809 64
internal_count=4073804 73951 3999853 19323 777 335 442 178 124 60 82 56 18546 3026 15520 5363 2947 802 2416 1016 975 905 1400 1089 1062 2217 830 172 809 64
is_linear=0
shrinkage=0.1


Tree=2613
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 0 4 0 1 1 4 4 5 1 1 5 0 0 3 4 4 2 1 5 2 3 1 4 1 0
split_gain=8.2966e+11 1.23602e+13 1.01285e+13 1.6068e+13 4.02647e+13 1.33983e+13 8.24949e+12 9.848e+12 7.59984e+12 6.96318e+12 6.23485e+12 1.54526e+13 9.30901e+12 1.15031e+13 2.93253e+13 1.2718e+13 1.15492e+13 1.91299e+13 9.8538e+12 9.20329e+12 9.00648e+12 9.2339e+12 9.83637e+12 8.13145e+12 2.74738e+13 1.21481e+13 1.18538e+13 2.03192e+13 9.88042e+12 9.5622e+12
threshold=15.450000000000001 61.400814300000008 49.230435000000007 49.030112300000006 1.5000000000000002 55.82518790000001 13.500000000000002 56.850115550000005 94.478249850000012 60.590708550000009 11.500000000000002 5.5000000000000009 1.5000000000000002 39.939672500000007 39.689978950000004 2.5000000000000004 45.047736150000013 55.520061350000013 9.5000000000000018 19.500000000000004 14.500000000000002 75.000000000000014 37.318079750000003 1.5000000000000002 75.000000000000014 4.5000000000000009 38.430814800000007 8.5000000000000018 40.024897700000004 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -8 11 -1 18 14 15 -14 -17 -18 19 -12 -19 -22 -23 24 -13 26 27 -25 -28 -29
right_child=-2 8 6 4 5 -7 7 -9 -10 -11 12 23 13 -15 -16 16 17 20 -20 -21 21 22 -24 25 -26 -27 28 29 -30 -31
leaf_value=721.13917374524226 -2.2040370976593122 -5820.7450155868664 8895.7658857775477 -32802.209975381833 95768.945414225265 -6313.9139984130861 40481.601600060094 88884.528526088165 10270.788542263952 -23739.477109375002 924.82546225303474 -39163.177804361978 -31873.000972624748 -65894.4335136218 68285.508664772729 75262.687167968761 -76853.457369791679 -33981.629134114584 26920.405601329679 -62806.010624999995 77986.053833912039 60896.345982142855 -25673.735150669643 134638.90681046198 33041.109257243028 -5356.2860938344293 -8283.9962342847302 65827.23046875 38446.817323951196 -16870.222962688578
leaf_weight=2778 4064110 2865 1229 311 36 20 52 28 327 25 242 60 248 39 44 20 30 30 151 25 27 21 35 23 433 347 119 27 73 29
leaf_count=2778 4064110 2865 1229 311 36 20 52 28 327 25 242 60 248 39 44 20 30 30 151 25 27 21 35 23 433 347 119 27 73 29
internal_value=0 924.02 3425.92 1420.69 -18746.8 59310.8 11194.3 38098.3 -4172.27 19630.6 2962.34 4707.46 -4479.3 -13772.8 -9305.22 -17611.8 4086.3 -5868.44 6503.92 -5042.48 12977.1 29950.2 6790.05 14675.1 24253.6 7033.96 22899 55503.7 9483.45 23001.8
internal_weight=0 9694 6502 5168 367 56 1334 105 3192 77 4801 3889 912 494 455 411 163 143 418 267 113 83 56 1111 493 618 271 79 192 56
internal_count=4073804 9694 6502 5168 367 56 1334 105 3192 77 4801 3889 912 494 455 411 163 143 418 267 113 83 56 1111 493 618 271 79 192 56
is_linear=0
shrinkage=0.1


Tree=2614
num_leaves=31
num_cat=0
split_feature=0 5 6 4 1 1 4 0 6 3 2 6 1 6 6 2 1 6 6 3 4 3 1 6 3 1 4 1 6 6
split_gain=8.26984e+11 1.29258e+13 1.89933e+13 3.77039e+13 2.85991e+13 3.9946e+13 4.02687e+13 3.11389e+13 2.90762e+13 2.46541e+13 2.33304e+13 2.05397e+13 3.25588e+13 4.08382e+13 2.46568e+13 2.18103e+13 1.88331e+13 1.94754e+13 1.82385e+13 2.22501e+13 1.65763e+13 1.87129e+13 5.27941e+13 6.06368e+13 2.41892e+13 1.68023e+13 1.52556e+13 1.84665e+13 1.47824e+13 1.44485e+13
threshold=60.05226170000001 2.5000000000000004 70.50500000000001 9.5000000000000018 50.815483650000004 50.298521650000005 8.5000000000000018 60.064438250000002 75.605000000000004 2.5000000000000004 3338.0000000000005 64.805000000000021 30.157841000000001 65.410000000000011 56.010000000000012 2632.5000000000005 72.839788400000018 91.02500000000002 98.020000000000024 16.500000000000004 11.500000000000002 10.500000000000002 30.389265100000003 74.615000000000009 1.5000000000000002 118.02765200000002 5.5000000000000009 30.226173900000003 82.905000000000015 105.00500000000001
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 11 4 5 7 -7 8 9 -4 -9 14 13 -13 -2 -16 -6 -18 19 20 -5 24 23 -23 -22 28 -3 -28 -26 -29
right_child=1 26 3 18 16 6 -8 10 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=6.6443868110294106 -403.79968327028024 -886.49425646933196 73498.067559523814 61765.898420266545 25688.884215914819 -32976.102462332594 -180728.09848382414 59398.873708138817 -105496.04499717621 -73476.981312500007 -23303.09856522283 154761.79211647727 6269.6249463523591 25977.67731958763 14159.87033674646 -9088.2926717977516 -34541.11669921875 45325.98526475695 -80639.295654296875 -37563.241805366844 93439.772587076819 -2531.927164713542 -5616.1697584502554 209188.65744707664 -1727.3062385915598 78277.31823242188 20582.427742292824 4265.1542510684358 -49127.878211348689 -10517.220914425776
leaf_weight=3987094 55221 11234 21 68 124 35 39 41 83 25 203 33 1350 97 437 5270 201 36 24 92 24 24 98 31 214 20 656 10207 95 707
leaf_count=3987094 55221 11234 21 68 124 35 39 41 83 25 203 33 1350 97 437 5270 201 36 24 92 24 24 98 31 214 20 656 10207 95 707
internal_value=0 -305.522 -1034.86 -12162.3 -26823 -43730.1 -110845 -30415 -70152.2 -6379.68 -9406.46 -767.765 10872.3 58669 -1050.51 -7308.12 -5888.11 -22409.4 5005.69 8092 15409.6 9179.85 38390.2 116801 -3480.71 -10550.9 1738.38 4287.02 -16300.3 3307.56
internal_weight=0 86710 63906 1498 808 447 74 373 129 46 244 62408 1480 130 60928 5707 361 237 690 666 574 506 153 55 353 329 22804 11570 309 10914
internal_count=4073804 86710 63906 1498 808 447 74 373 129 46 244 62408 1480 130 60928 5707 361 237 690 666 574 506 153 55 353 329 22804 11570 309 10914
is_linear=0
shrinkage=0.1


Tree=2615
num_leaves=31
num_cat=0
split_feature=0 0 6 2 1 4 6 3 1 5 3 3 6 4 4 6 6 4 1 1 6 6 0 6 4 3 4 6 6 0
split_gain=8.75242e+11 1.15978e+13 5.30662e+13 5.0008e+13 4.05443e+13 3.82976e+13 2.90278e+13 1.1286e+14 7.27218e+13 2.74399e+13 2.50837e+13 5.11689e+13 1.15369e+14 8.34637e+13 1.90499e+14 5.70441e+13 4.9432e+13 5.7862e+13 3.57597e+13 1.19013e+14 2.9389e+13 6.18842e+13 1.55828e+14 3.94067e+13 5.74069e+13 3.53987e+13 3.12319e+13 2.6342e+13 2.6326e+13 2.49505e+13
threshold=59.764576050000009 59.848366150000011 70.00500000000001 3338.0000000000005 30.425503950000003 8.5000000000000018 69.605000000000004 11.500000000000002 30.345769800000003 1.5000000000000002 7.5000000000000009 11.500000000000002 106.49500000000002 22.500000000000004 23.500000000000004 125.02000000000002 118.04500000000002 17.500000000000004 30.362494150000003 30.370944000000005 77.010000000000005 76.00500000000001 59.825842200000004 88.00500000000001 16.500000000000004 12.500000000000002 21.500000000000004 71.715000000000018 72.50500000000001 59.838047850000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -2 -8 -9 -4 -11 12 13 18 -15 -14 20 -18 -12 -20 21 27 -23 26 25 -25 -22 -13 -29 -26
right_child=1 -3 3 5 -6 -7 7 8 -10 10 11 16 15 14 -16 -17 17 -19 19 -21 23 22 -24 24 29 -27 -28 28 -30 -31
leaf_value=-15.469181757262019 1484.7231232636632 -50.742067456590824 -89213.550208938948 -4988.5644506526905 11238.695586004178 63301.432417306292 -13948.753410943122 243637.03732142859 42559.482263513521 -2918.4615969447036 -14094.511202386027 -39149.731325461646 143531.12001768869 -297059.42458496097 -42827.871396092007 -23947.669164299245 -202872.17904146636 -13053.10662202381 -202956.36795212768 -31333.937566778397 -2501.2792476819909 -7804.0640848214289 336762.55223214289 34554.556788793103 9828.4679010564632 -99295.846156754036 -59657.442729271359 96627.291144670759 10290.999405044693 68392.841298749365
leaf_weight=3665537 34797 362394 43 158 5117 171 139 35 37 2994 559 88 53 40 112 33 26 42 47 288 184 35 21 29 176 62 199 42 222 124
leaf_count=3665537 34797 362394 43 158 5117 171 139 35 37 2994 559 88 53 40 112 33 26 42 47 288 184 35 21 29 176 62 199 42 222 124
internal_value=0 138.887 1636.94 -7349.33 2924.25 30505.6 1708.95 38687.8 140306 -9647.59 -9011.18 -16669.3 -32070.8 -41224.7 -109731 79266 -2721.65 -85631 -29577.1 -55412.3 2048.09 23766.3 121408 -9400.26 12931.6 -56640.2 -32198.6 8232.31 24026.3 34035.1
internal_weight=0 408267 45873 5748 40125 329 35008 211 72 5419 5376 2382 1132 1046 152 86 1250 68 894 335 1182 408 56 774 391 91 383 352 264 300
internal_count=4073804 408267 45873 5748 40125 329 35008 211 72 5419 5376 2382 1132 1046 152 86 1250 68 894 335 1182 408 56 774 391 91 383 352 264 300
is_linear=0
shrinkage=0.1


Tree=2616
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 0 0 0 0 1 1 2 0 6 1 6 0 3 6 0 0 6 6 2 0 1 3 1 6 6
split_gain=8.39941e+11 2.8182e+12 6.07279e+12 1.68981e+13 3.90954e+12 3.28278e+12 5.03403e+12 3.79443e+12 5.55476e+12 4.83983e+12 1.31067e+13 1.23335e+13 1.13918e+13 5.21845e+12 5.21869e+12 1.11776e+13 4.78147e+12 8.91722e+12 4.41829e+12 1.60945e+13 3.905e+12 4.6184e+12 7.39218e+12 4.48673e+12 1.18134e+13 6.32843e+12 3.47094e+12 3.12019e+12 6.38932e+12 3.11656e+12
threshold=2.5000000000000004 6.0000000000000009 33.882313700000005 30.157841000000001 36.049731800000011 57.670849000000011 58.603553700000006 57.205086850000008 56.324067350000007 52.061190950000004 61.273924650000005 2911.0000000000005 54.988402950000008 156.15000000000003 49.030112300000006 57.995000000000012 55.801384500000005 1.5000000000000002 55.805000000000007 56.888401950000009 47.22829500000001 77.565000000000012 73.41500000000002 3191.5000000000005 44.739668300000005 38.927872750000006 1.5000000000000002 92.791023150000015 118.04500000000002 67.91500000000002
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 -3 -4 7 -7 8 9 13 11 29 -13 14 16 -16 20 -18 -10 -20 21 22 -6 24 -23 -26 -9 28 -12 -11
right_child=-2 2 4 -5 5 6 -8 26 18 10 27 12 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=209.32751382906929 -7.640459945648594 42127.870781250007 43252.126812065981 -75770.728125000009 11653.933693372741 -33266.092567530221 16033.148127297796 12018.861463181516 4785.4064190204326 -16444.58365234375 6046.2363234747027 35632.658705357142 138602.13352272726 -38627.324124461207 14986.397930317542 -74884.101640624998 8094.6855449969953 84042.884313964852 -103441.29495738637 3044.9081787109376 -9648.7654787761403 -63367.159531250007 64903.793103448283 36785.286901041669 42432.83564732143 -2990.7538896314563 48176.035942778719 29253.906847426471 -50205.280679931646 38098.007883522732
leaf_weight=110555 3961637 20 27 31 258 53 34 94 52 20 105 21 22 29 31 25 52 22 22 40 164 30 29 30 35 248 37 34 25 22
leaf_count=110555 3961637 20 27 31 258 53 34 94 52 20 105 21 22 29 31 25 52 22 22 40 164 30 29 30 35 248 37 34 25 22
internal_value=0 269.854 4420.92 -29536 5530.34 4866.4 -13999.7 6000.71 4385.07 6385.87 18799.8 50668.2 88314.7 3142.35 4453.31 -25134.4 6362.19 30673.9 -16711.1 -34740.5 4096.36 7674.46 17034.6 -157.475 -3698.31 2627 22231.2 2282.66 -4771.36 12125.3
internal_weight=0 112167 1612 51 1561 1534 87 1447 1316 1202 249 85 43 953 924 56 868 74 114 62 794 630 287 343 313 283 131 164 130 42
internal_count=4073804 112167 1612 51 1561 1534 87 1447 1316 1202 249 85 43 953 924 56 868 74 114 62 794 630 287 343 313 283 131 164 130 42
is_linear=0
shrinkage=0.1


Tree=2617
num_leaves=31
num_cat=0
split_feature=4 5 0 1 6 6 7 1 2 6 1 0 0 2 3 2 2 2 6 3 4 3 0 4 0 6 1 1 1 1
split_gain=8.30265e+11 5.12256e+12 1.94414e+13 2.38083e+13 5.06532e+13 3.12852e+13 5.70745e+13 3.33099e+13 6.84533e+13 7.31554e+13 4.65313e+13 4.1916e+13 3.63653e+13 3.32786e+13 6.12188e+13 5.78737e+13 3.26686e+13 2.87117e+13 3.33898e+13 2.88767e+13 2.86666e+13 2.83213e+13 2.50155e+13 2.51362e+13 2.29615e+13 3.19488e+13 2.16463e+13 2.14831e+13 2.80775e+13 2.44882e+13
threshold=9.5000000000000018 1.5000000000000002 43.550475500000012 39.069277450000008 43.010000000000012 59.505000000000003 6.0000000000000009 43.997056950000008 2865.5000000000005 86.030000000000015 44.064675150000006 56.309668500000008 45.177967300000006 2892.5000000000005 3.5000000000000004 2828.5000000000005 5444.0000000000009 6240.0000000000009 247.90000000000001 2.5000000000000004 2.5000000000000004 5.5000000000000009 57.634352600000007 3.5000000000000004 55.783232450000007 69.015000000000015 39.763755750000009 91.443676550000006 60.770858000000011 50.136929700000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 7 8 9 -7 11 -9 -10 14 -8 26 27 18 19 -18 -14 -19 23 -6 -15 -26 -16 28 29 -12
right_child=-2 -3 3 4 5 6 13 10 12 -11 16 -13 20 24 15 -17 17 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3714.2819268196263 42.050047959757315 -166.53048847120849 -553.68878180282434 409.14991628213932 -2206.7121083283409 -22378.683406702679 3465.3079357554616 -16046.895756392045 3791.4251582398706 58897.85716873972 16755.325360014944 163261.40971679689 -2474.1045837402344 -22327.618612439386 101782.58352272728 245073.49975000002 -34326.701983252999 -18472.652886252334 26624.320400705645 -141070.78769531249 -75295.159802105787 81433.878276209682 -4999.6261246299946 7864.0469399745216 -15014.030044880321 104265.3744180369 -19703.306992187499 -52341.989970341441 38602.133410462338 -31482.70822767857
leaf_weight=12564 2181312 1249201 229601 372064 2802 408 103 22 98 152 264 32 64 145 55 25 47 335 31 55 348 31 1976 21462 47 43 20 54 268 175
leaf_count=12564 2181312 1249201 229601 372064 2802 408 103 22 98 152 264 32 64 145 55 25 47 335 31 55 348 31 1976 21462 47 43 20 54 268 175
internal_value=0 -48.4675 180.798 258.388 723.213 4743.98 -5260.86 -11356.6 -24455.6 -317.908 -689.964 90209.9 -50959.8 27917.8 57575.1 113308 -4585.67 -24470.5 -64262.4 -91884.8 -63983.2 -10010.6 5819.96 6701.08 2298.92 41975 69386.3 8453.14 13096.6 -2473.96
internal_weight=0 1.89249e+06 643291 630727 401126 29062 2822 2384 1070 560 1314 54 510 438 203 100 1260 499 133 102 412 366 26240 24264 235 90 75 761 707 439
internal_count=4073804 1892492 643291 630727 401126 29062 2822 2384 1070 560 1314 54 510 438 203 100 1260 499 133 102 412 366 26240 24264 235 90 75 761 707 439
is_linear=0
shrinkage=0.1


Tree=2618
num_leaves=31
num_cat=0
split_feature=0 5 6 4 6 1 1 1 6 4 4 6 5 6 0 5 1 5 3 4 1 3 4 6 6 6 6 3 6 4
split_gain=9.60259e+11 6.6381e+12 9.21217e+12 7.39189e+12 7.46379e+12 8.52982e+12 7.02669e+12 7.39545e+12 7.53053e+12 1.8559e+13 3.20716e+13 2.587e+13 2.16744e+13 2.43819e+13 5.25071e+13 1.17763e+13 1.10137e+13 1.46244e+13 1.10993e+13 2.0195e+13 9.30826e+12 8.14768e+12 8.38679e+12 7.51557e+12 7.13774e+12 1.31436e+13 1.34426e+13 8.42768e+12 9.41975e+12 1.20642e+13
threshold=43.051287600000009 1.5000000000000002 49.895000000000003 6.5000000000000009 110.01500000000001 45.71452080000001 44.628646350000004 47.800771000000005 156.15000000000003 9.5000000000000018 4.5000000000000009 168.45000000000002 4.5000000000000009 189.00000000000003 42.965693300000005 4.5000000000000009 47.504912950000005 3.5000000000000004 3.5000000000000004 7.5000000000000009 47.386825600000002 15.500000000000002 19.500000000000004 42.005000000000003 71.030000000000015 79.015000000000015 80.030000000000015 13.500000000000002 78.010000000000005 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 -1 -4 5 -5 -3 8 21 10 11 -10 13 14 -11 -13 17 -12 -19 20 -20 22 23 -8 -25 27 -27 28 -26 -30
right_child=-2 6 3 4 -6 -7 7 -9 9 12 16 15 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=542.74514276091736 -4.2533499928256822 -10746.451377381811 -17164.455247814036 25940.852440237493 -64887.171796875009 -4867.8983127237361 -9656.9279011319722 -4119.6357685856565 152760.42875000002 -738.70215473790324 -56600.724123364831 65539.509606481486 -23496.200527343753 11449.769921875 169991.28208121366 -28752.14591346154 -60125.910749421295 72354.922656249997 -2962.6992838541669 -79899.055562500012 80811.576785714293 -41060.683975497166 -51721.092807112072 4488.2746537439398 -4559.7881414222493 16069.411668899469 1474.5356422611985 38694.680305232556 -17848.494219501204 -95680.867521158856
leaf_weight=5029 4042776 467 540 94 20 2043 530 2028 20 31 43 27 40 57 43 26 54 24 36 25 21 44 29 8998 2607 691 7277 43 117 24
leaf_count=5029 4042776 467 540 94 20 2043 530 2028 20 31 43 27 40 57 43 26 54 24 36 25 21 44 29 8998 2607 691 7277 43 117 24
internal_value=0 554.188 -1985.99 -6701.23 -4081.79 -3512.72 1396.41 1644.74 2206.58 15045.9 -992.692 55852.3 40932.8 60605.8 98469.3 19283.2 -21434.5 -7412.1 12541.8 -4964.52 27901.5 1924.69 2017.79 2094.61 2409.86 671.628 2740.23 -5234.01 -5921.39 -31096.6
internal_weight=0 31028 7726 2697 2157 2137 23302 22835 20807 447 276 73 171 131 74 53 203 149 106 82 57 20360 20316 20287 19757 10759 7968 2791 2748 141
internal_count=4073804 31028 7726 2697 2157 2137 23302 22835 20807 447 276 73 171 131 74 53 203 149 106 82 57 20360 20316 20287 19757 10759 7968 2791 2748 141
is_linear=0
shrinkage=0.1


Tree=2619
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 3 3 4 0 0 4 6 6 6 4 4 0 4 7 6 0 0 4 3 6 5 6 4
split_gain=8.83679e+11 2.46334e+13 1.56974e+14 3.28098e+14 1.71954e+14 1.48901e+14 1.61131e+14 1.43346e+14 1.12227e+14 1.03476e+14 1.94647e+14 1.02499e+14 9.16922e+13 1.25813e+14 1.14473e+14 9.41605e+13 1.15968e+14 8.43371e+13 1.30788e+14 1.59278e+14 1.90073e+14 1.01606e+14 8.38288e+13 1.02641e+14 7.17707e+13 6.9981e+13 7.3511e+13 6.57716e+13 6.64394e+13 6.56403e+13
threshold=37.563506350000004 37.586700500000006 55.783232450000007 55.702806750000008 55.883833400000007 62.625000000000007 55.759969450000007 1.5000000000000002 20.500000000000004 9.5000000000000018 55.768246800000007 55.710673100000008 7.5000000000000009 52.610000000000007 54.990000000000002 42.005000000000003 5.5000000000000009 16.500000000000004 55.554045200000012 23.500000000000004 6.0000000000000009 60.005000000000003 55.520061350000013 55.676890650000011 33.500000000000007 3.5000000000000004 32.005000000000003 2.5000000000000004 76.00500000000001 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 17 8 6 11 -7 29 -9 -11 -5 15 -14 -15 16 -8 22 -19 20 21 -20 -2 -24 -21 -13 -27 -23 -29 -4
right_child=1 -3 4 5 -6 7 12 9 -10 10 -12 25 13 14 -16 -17 -18 18 19 24 -22 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=95.403209047534489 757.61981014949015 -3.6508218540034876 -18113.924504016697 23800.508512190936 18310.309749177326 141017.8413300305 11808.960569852941 -7355.6858270363737 85873.074071716997 -303868.8263719512 17204.60731026786 70038.771547528726 -24279.014589678234 310883.82648809528 43778.827022058831 19807.169686837926 247570.91802662041 -11167.974946358239 3013.4757806648431 -121343.44859125666 126024.85820234465 129387.28227707437 -36175.713222655024 7457.640566208298 25992.453814338238 -9785.7521955818975 157440.65191837191 -13944.267181199597 87993.484169330026 -42614.205298828056
leaf_weight=784033 2604 3273844 2856 182 1115 41 34 122 89 41 35 242 413 21 68 118 54 1597 751 94 219 116 1986 740 51 29 281 124 132 1772
leaf_count=784033 2604 3273844 2856 182 1115 41 34 122 89 41 35 242 413 21 68 118 54 1597 751 94 219 116 1986 740 51 29 281 124 132 1772
internal_value=0 -22.7369 -3945.94 3599.8 -17007.4 43933.3 56049.9 -29172.1 -25355.7 -64413.4 -156006 88880.3 22013.9 -1039.27 106804 78192.1 156481 -4458.27 8703.51 30045 40802.9 24183.5 -12073.8 -24331 -69521.9 110338 141797 66922 38617.4 -27494.8
internal_weight=0 3.28977e+06 15927 10095 5832 1681 1442 239 4717 198 76 734 708 502 89 206 88 8414 3084 1487 1342 1123 5330 2726 145 552 310 372 256 4628
internal_count=4073804 3289771 15927 10095 5832 1681 1442 239 4717 198 76 734 708 502 89 206 88 8414 3084 1487 1342 1123 5330 2726 145 552 310 372 256 4628
is_linear=0
shrinkage=0.1


Tree=2620
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 6 6 4 1 1 6 6 4 4 6 1 4 1 1 0 3 5 0 0 1 6 6 6 6 4
split_gain=9.09221e+11 6.24755e+12 1.6557e+13 9.78771e+12 2.05025e+13 1.82398e+13 1.81629e+13 1.18883e+13 1.23079e+13 1.03694e+13 9.91796e+12 1.88577e+13 9.51391e+12 8.67984e+12 8.85638e+12 7.8063e+12 7.58662e+12 7.68006e+12 8.94234e+12 7.98706e+12 7.04858e+12 6.84166e+12 1.73555e+13 3.7435e+13 5.33899e+13 8.06285e+13 6.33808e+13 4.34962e+13 5.81123e+13 3.53009e+13
threshold=451.00000000000006 56.385857200000011 38.247071200000008 56.685611200000004 37.401708450000008 69.605000000000004 52.330000000000005 11.500000000000002 38.109452700000006 37.234509300000006 120.05000000000001 94.02500000000002 13.500000000000002 6.5000000000000009 34.010000000000012 37.804148700000006 5.5000000000000009 37.331232350000008 36.865631950000008 56.638205000000006 8.5000000000000018 3.5000000000000004 55.910578700000009 55.972700350000004 37.702956500000006 130.05000000000004 80.030000000000015 149.05000000000004 100.05000000000001 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 21 3 5 9 7 15 8 16 10 11 12 13 -5 -15 -6 17 18 -3 -19 -14 -1 -23 24 25 26 -24 28 29 -26
right_child=-2 2 -4 4 6 -7 -8 -9 -10 -11 -12 -13 20 14 -16 -17 -18 19 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=89.037898836468798 -21.09672421269876 -7271.471993277838 20565.624928128891 -2610.8633003286764 -9915.2998440703668 -37294.404670458505 -48463.451365821682 58660.182519531256 1426.1508504364883 75113.184774925598 -53569.188010169717 72401.058941501527 -33882.002284523296 -20293.357102457681 16390.040850208574 47044.749131944445 -31464.237889824541 -4207.3950014875873 -37268.829958597824 -63777.149660326089 2246.841017433449 762.85938415266037 12908.465401785716 1189.3719234550601 13171.656188241108 -108490.50830854937 136772.01123840333 103750.01545150433 -45367.594302986006 103636.70175781251
leaf_weight=659448 3396489 206 276 588 221 202 143 28 1089 21 29 41 108 72 766 27 183 1052 192 23 108 10365 63 1407 253 22 120 47 163 52
leaf_count=659448 3396489 206 276 588 221 202 143 28 1089 21 29 41 108 72 766 27 183 1052 192 23 108 10365 63 1407 253 22 120 47 163 52
internal_value=0 105.792 -3289.96 -4581.22 603.97 -8283.18 -20080.2 -6169.85 -6831.14 5270.73 4414.02 5413.14 3740.48 6702.99 13238.2 -3714 -12261.2 -9875.49 -21742.6 -5481.91 -15817.6 132.956 2451.36 10679.5 29224.9 72385.8 94130.5 12044.4 2834.66 28595.2
internal_weight=0 677315 5375 5099 2124 2975 391 2773 2745 1733 1712 1683 1642 1426 838 248 1656 1473 398 1075 216 671940 12492 2127 720 205 183 515 468 305
internal_count=4073804 677315 5375 5099 2124 2975 391 2773 2745 1733 1712 1683 1642 1426 838 248 1656 1473 398 1075 216 671940 12492 2127 720 205 183 515 468 305
is_linear=0
shrinkage=0.1


Tree=2621
num_leaves=31
num_cat=0
split_feature=0 0 4 3 7 4 6 1 4 1 3 1 1 6 6 5 6 1 0 6 6 6 5 6 6 6 6 4 7 1
split_gain=8.88558e+11 8.65677e+12 1.35478e+13 1.30541e+13 1.35339e+13 1.20849e+13 3.31073e+13 2.2025e+13 2.02283e+13 2.05825e+13 4.32742e+13 7.19617e+13 3.66214e+13 4.07898e+13 1.11098e+14 3.348e+13 2.77834e+13 1.47331e+14 2.42188e+13 2.28984e+13 2.27936e+13 1.90672e+13 1.81357e+13 1.72754e+13 7.45598e+13 1.49496e+13 1.46531e+13 1.56727e+13 1.81522e+13 1.38136e+13
threshold=55.026775150000006 55.017684700000011 1.5000000000000002 24.500000000000004 6.0000000000000009 5.5000000000000009 97.020000000000024 60.307188350000011 9.5000000000000018 82.941727000000014 2.5000000000000004 82.948524700000021 82.918694400000007 105.00500000000001 134.05000000000004 2.5000000000000004 103.03500000000001 82.911604200000014 55.02095400000001 84.810000000000016 60.005000000000003 51.805000000000007 3.5000000000000004 112.00500000000001 93.050000000000011 110.01500000000001 58.995000000000012 6.5000000000000009 6.0000000000000009 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 5 -5 6 -4 -7 9 12 23 -12 13 16 -15 -13 17 26 21 -20 -19 -14 -23 24 -11 -21 27 28 -9 -10
right_child=-2 2 3 4 -6 7 -8 8 29 10 11 15 18 14 -16 -17 -18 20 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=17.146863453152687 -39.807659813103477 47737.806601872522 -4254.0472554369926 111096.61555397727 6285.8932338169652 -100716.99032738095 -122250.10201822918 34442.596639060437 569.34934223325558 4465.1115010734738 134210.3330632716 6326.1387346932061 114538.8090625 231451.45151041669 -27506.621721917229 117426.92769947053 -17865.070573966736 91131.82211632363 -14920.014490648866 -94837.160948350705 212643.40719572367 -29106.360554846942 83893.699687500004 -3701.409455722981 189852.30300480771 -17963.570773237177 -17142.346226042948 -43.074448548731787 -37430.414633413464 6890.790130321996
leaf_weight=1667463 2359546 63 2579 22 28 21 24 355 37385 131 81 178 20 30 37 32 310 26 311 72 38 49 20 421 26 39 203 446 39 3809
leaf_count=1667463 2359546 63 2579 22 28 21 24 355 37385 131 81 178 20 30 37 32 310 26 311 72 38 49 20 421 26 39 203 446 39 3809
internal_value=0 54.7922 1396.22 1333.75 52402.6 1279.05 -5341.99 1670.04 1718.85 9845.23 22689.9 54140 4250.22 12200.6 88444.8 23255.8 8595.58 16005.5 -18838.6 -28836.4 163279 28566.7 3647.28 6856.05 35166.2 -67827.5 6968.58 12795.4 27328.3 1153.86
internal_weight=0 1.71426e+06 46795 46732 50 46682 2603 44079 44058 2864 869 291 1995 1484 67 210 1417 1107 511 422 64 89 69 578 157 111 1043 840 394 41194
internal_count=4073804 1714258 46795 46732 50 46682 2603 44079 44058 2864 869 291 1995 1484 67 210 1417 1107 511 422 64 89 69 578 157 111 1043 840 394 41194
is_linear=0
shrinkage=0.1


Tree=2622
num_leaves=31
num_cat=0
split_feature=4 2 0 6 6 6 4 1 1 6 0 0 1 1 1 0 1 4 1 6 0 1 1 0 1 1 1 6 0 3
split_gain=9.40427e+11 6.28821e+12 1.45536e+13 3.40387e+13 1.59525e+13 1.35522e+13 2.79157e+13 1.78026e+13 6.19227e+13 2.03869e+13 1.37907e+13 1.32179e+13 1.66549e+13 1.27304e+13 1.22406e+13 1.20268e+13 8.33719e+13 5.23698e+13 4.90812e+13 6.8509e+13 3.87918e+13 9.69707e+13 3.51841e+13 3.302e+13 4.084e+13 4.41841e+13 3.42386e+13 5.86487e+13 4.65387e+13 2.82534e+13
threshold=5.5000000000000009 36.000000000000007 55.93962770000001 59.815000000000005 32.005000000000003 29.715000000000003 3.5000000000000004 37.768783500000005 37.780517050000007 22.940000000000005 55.710673100000008 55.79439725000001 37.563506350000004 37.401708450000008 37.649344350000007 55.622114900000007 37.586700500000006 4.5000000000000009 37.318079750000003 70.00500000000001 55.633951400000008 37.503969450000007 37.131181300000009 55.462387050000011 37.503969450000007 37.563506350000004 37.488790500000007 58.995000000000012 55.539595350000006 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 -4 6 13 9 -9 11 -11 -8 -13 -1 -14 16 17 22 -19 -20 21 -17 -7 -24 26 -26 28 -28 -25 -18
right_child=-2 -3 3 -5 -6 15 7 8 -10 10 -12 12 14 -15 -16 20 29 18 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=9107.4354296869042 -30.04319588530678 109.55330065939884 -85930.508035714287 -156257.99742187498 15121.882847720286 -23683.856912917345 -17325.207842524749 -78092.376859273543 51381.215743287852 7690.3646910107827 47800.235152845322 101531.27954101562 -31362.812411871193 -89022.115805288471 47970.598854518583 -134286.26777343752 -70055.42696814904 1527.3241420653844 -32776.429580800068 -201574.51393750001 -1501.3351550273226 64411.849336181644 -38265.439233178491 34604.91853111385 -67035.768030133928 33854.398862436661 41744.267277975647 203095.30543981481 -15084.779510738686 -199015.76236413047
leaf_weight=20 2928705 1123208 21 20 61 307 161 77 71 121 294 24 41 39 37 28 65 539 629 25 17775 200 111 581 105 74 136 27 279 23
leaf_count=20 2928705 1123208 21 20 61 307 161 77 71 121 294 24 41 39 37 28 65 539 629 25 17775 200 111 581 105 74 136 27 279 23
internal_value=0 76.8385 -1601.73 -39286.9 -10757.4 -1425.32 10695.4 15442.1 -15980 22301.2 36105.6 518.742 28684.2 -55757.9 6269.7 -1938.47 -7913.76 -4915.34 -20815.2 -39229 -975.608 40010.3 6793.62 13919.7 18738.8 -25327 26449.3 68471.1 18484.7 -103761
internal_weight=0 1.1451e+06 21891 102 82 21789 885 826 148 678 415 263 102 59 78 20904 2901 2813 1193 654 18003 228 1620 1313 1202 179 1023 163 860 88
internal_count=4073804 1145099 21891 102 82 21789 885 826 148 678 415 263 102 59 78 20904 2901 2813 1193 654 18003 228 1620 1313 1202 179 1023 163 860 88
is_linear=0
shrinkage=0.1


Tree=2623
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 1 6 4 4 1 7 4 7 0 0 4 4 5 4 4 4 4 4 5 6 0 0 4 6
split_gain=9.00337e+11 5.94552e+12 2.64771e+13 3.64469e+14 1.70488e+14 7.51006e+13 5.5709e+13 4.94503e+13 5.11642e+13 5.62757e+13 7.4846e+13 4.73976e+13 4.68991e+13 1.14039e+14 4.27007e+13 9.16481e+13 4.2913e+13 3.85517e+13 3.71219e+13 4.3569e+13 4.16942e+13 5.0324e+13 3.54874e+13 1.10045e+14 3.91472e+13 3.56217e+13 3.40367e+13 3.39248e+13 1.0048e+14 3.55984e+13
threshold=451.00000000000006 37.978059650000013 37.873748150000004 55.60524465000001 55.462387050000011 55.721784200000009 37.897576350000001 64.015000000000015 15.500000000000002 7.5000000000000009 37.897576350000001 6.0000000000000009 16.500000000000004 6.0000000000000009 55.622114900000007 55.633951400000008 18.500000000000004 9.5000000000000018 2.5000000000000004 22.500000000000004 16.500000000000004 15.500000000000002 24.500000000000004 21.500000000000004 1.5000000000000002 32.515000000000008 55.783232450000007 55.667390500000003 21.500000000000004 80.030000000000015
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 4 17 14 -6 8 9 10 26 -9 13 -10 16 -16 -5 -4 -13 20 21 -20 23 24 -14 -25 -7 28 -17 -29
right_child=-2 -3 3 5 6 7 -8 11 12 -11 -12 18 22 -15 15 27 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=196.61992370353761 -20.993397907084329 757.87600635685908 -13212.522153815753 -3839.6698522910592 -96426.453928562187 -73582.274681919647 -49024.984556113566 -8256.4162599731226 4509.7167521385627 -16473.99593591486 -7019.573965254116 -53624.426015236102 -856.83794495864095 91215.111415527354 50137.6408892865 -14532.371031035735 -43869.595524041506 40842.056929196187 -22385.709743142987 49536.463621937146 -52171.946568665888 93751.687515318627 12891.245595244811 28431.027072844328 16161.738574011672 -24592.390948281249 26732.798094538241 5962.7153176676075 41631.656745943823 -8889.8177244977687
leaf_weight=506744 3396489 115746 731 1185 302 35 1385 4324 628 3965 3670 452 4089 200 429 2370 346 161 139 88 274 51 1939 135 2019 2061 1006 20723 368 1750
leaf_count=506744 3396489 115746 731 1185 302 35 1385 4324 628 3965 3670 452 4089 200 429 2370 346 161 139 88 274 51 1939 135 2019 2061 1006 20723 368 1750
internal_value=0 105.274 -29.2346 -2116.79 -38814.7 -305.288 -57510.6 -4251.93 -1945.2 -7695.18 -306.521 -12801.3 2560.88 25453 3336.91 4305.61 -12886.3 -3456.03 -32374.9 -14975 -27209.9 8788.01 710.372 -2133.89 4768.65 -21332.8 23360.1 3525.72 -6983.66 4806.13
internal_weight=0 677315 561569 54825 2579 52246 1687 25075 19747 8676 4711 5328 11071 828 27171 25640 1531 892 1004 552 464 190 10243 8304 6108 2196 1041 25211 2738 22473
internal_count=4073804 677315 561569 54825 2579 52246 1687 25075 19747 8676 4711 5328 11071 828 27171 25640 1531 892 1004 552 464 190 10243 8304 6108 2196 1041 25211 2738 22473
is_linear=0
shrinkage=0.1


Tree=2624
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 1 3 4 0 4 1 6 1 7 3 4 5 3 1 1 1 0 1 0 0 0 0 1 1 4
split_gain=9.95136e+11 1.1203e+13 2.06422e+13 1.80273e+13 3.65198e+13 2.61035e+13 1.70816e+13 2.39646e+13 1.85488e+13 2.37664e+13 1.6631e+13 1.5951e+13 1.45895e+13 1.68394e+13 2.03229e+13 2.55319e+13 1.56231e+13 2.59737e+13 2.08831e+13 1.38365e+13 2.24014e+13 2.55965e+13 2.2241e+13 1.90465e+13 1.81409e+13 2.4519e+13 1.70079e+13 1.79277e+13 1.62816e+13 2.70417e+13
threshold=62.375000000000007 62.995000000000012 55.043091000000011 59.982409200000006 30.330566300000005 30.323041000000003 13.500000000000002 21.500000000000004 55.029726000000004 9.5000000000000018 39.038055050000004 62.625000000000007 30.157841000000001 6.0000000000000009 12.500000000000002 18.500000000000004 2.5000000000000004 3.5000000000000004 30.260128500000004 37.682335600000009 37.563506350000004 55.579943700000008 37.702956500000006 55.539595350000006 55.696737300000009 56.888401950000009 55.710673100000008 37.897576350000001 37.586700500000006 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 19 5 12 7 8 -2 -10 -9 -12 -5 14 15 16 17 -14 -19 20 -4 23 -21 -22 -24 26 27 -26 -23 -30
right_child=1 -3 3 4 -6 -7 -8 10 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 22 21 28 24 -25 25 -27 -28 -29 29 -31
leaf_value=-29.660905459423613 8838.6533879799499 42.630468227518726 -2285.4739764424007 -48865.382747395837 -4253.7750550200972 99527.816515899132 -8682.0266197557557 -20225.729028734113 -33738.773200547272 55686.139363839291 25253.240589603109 67387.660204674583 162534.64781932003 8527.6587670736753 -26606.023062500004 172752.45959821431 -20868.804076086959 -10299.734860568577 111685.74714673914 47339.979784226191 -36692.548210937501 -82355.628960503484 -8342.217220418961 71747.104551630429 106700.99910714287 -6437.7934780927335 7512.796642302038 19649.089010327483 36736.444704861111 -33205.866535188463
leaf_weight=2995108 3988 1062550 2787 24 483 57 562 59 197 35 349 121 23 151 25 21 23 36 23 105 25 54 1586 46 35 1542 3202 73 63 451
leaf_count=2995108 3988 1062550 2787 24 483 57 562 59 197 35 349 121 23 151 25 21 23 36 23 105 25 54 1586 46 35 1542 3202 73 63 451
internal_value=0 82.3565 2696.68 193.346 14032.8 37093.8 7803.75 9754.68 7239.58 -20247.9 29818.5 36100.6 26177.5 32141.1 55754.6 72096 51964.7 72393.6 37253.9 -1008.87 -6157.39 -23044.8 1686.96 33564.1 942.383 3977.29 8829.27 47860.4 -30120.9 -24633.2
internal_weight=0 1.0787e+06 16146 10835 866 383 5311 4749 4220 232 529 470 326 302 151 126 105 82 59 9969 3426 639 6543 71 6438 4852 3310 108 568 514
internal_count=4073804 1078696 16146 10835 866 383 5311 4749 4220 232 529 470 326 302 151 126 105 82 59 9969 3426 639 6543 71 6438 4852 3310 108 568 514
is_linear=0
shrinkage=0.1


Tree=2625
num_leaves=31
num_cat=0
split_feature=1 6 6 3 6 1 6 0 3 3 7 6 1 3 1 1 6 0 0 7 0 6 6 7 6 1 4 4 4 1
split_gain=8.41486e+11 7.69186e+12 1.67611e+13 2.0446e+13 1.61041e+13 1.67227e+13 3.07615e+13 2.6388e+13 2.50044e+13 1.90333e+13 1.72983e+13 1.59167e+13 3.82887e+13 1.49066e+13 3.31896e+13 1.74896e+13 2.75131e+13 1.46173e+13 3.23777e+13 5.86474e+13 1.73037e+13 1.66158e+13 2.0044e+13 1.90463e+13 1.82132e+13 2.37645e+13 3.79287e+13 2.7627e+13 2.19826e+13 1.82827e+13
threshold=83.000013850000016 59.010000000000012 54.710000000000008 1.5000000000000002 66.010000000000005 83.00362155000002 86.920000000000016 55.034466500000008 1.5000000000000002 8.5000000000000018 6.0000000000000009 57.715000000000011 83.117716000000016 9.5000000000000018 83.003420700000007 83.011163250000024 59.505000000000003 54.73499850000001 53.888505650000006 6.0000000000000009 54.980317700000008 74.015000000000015 70.50500000000001 6.0000000000000009 78.605000000000004 83.117716000000016 9.5000000000000018 16.500000000000004 17.500000000000004 92.948588300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 6 7 -6 -8 -10 -11 12 -4 -3 -15 16 -16 18 -7 -20 -19 22 -22 -24 25 26 -23 -28 -29 -26
right_child=1 4 3 -5 5 17 8 -9 9 10 -12 -13 -14 14 15 -17 -18 20 19 -21 21 24 23 -25 29 -27 27 28 -30 -31
leaf_value=16.466920448770029 -125.04195902373027 -1382.2188590221217 35682.498782092844 3123.5530096179132 -57607.519437591371 -531.18969050939802 7027.8178884102399 34519.311018451896 -6751.1708289995095 -7974.6516499308245 5270.5081757076514 -5103.282083837471 -1365.7166321270597 -18597.216590327818 -9841.664565722007 -5309.4517366971668 22576.890785686788 7133.4843596725832 -30068.474756808202 79211.827402712268 1321.1779333863078 34233.891223610779 7544.8042203709138 27342.404620999951 1772.1586402754763 72.674347510660297 -15323.146228392228 -96608.225489517412 -15933.186347987288 -8096.719101003262
leaf_weight=3601077 282132 57380 343 33128 171 22384 2456 38 8574 1423 3211 5920 1494 1665 451 4226 624 5514 669 53 6004 144 2919 583 24934 2647 1472 79 59 2030
leaf_count=3601077 282132 57380 343 33128 171 22384 2456 38 8574 1423 3211 5920 1494 1665 451 4226 624 5514 669 53 6004 144 2919 583 24934 2647 1472 79 59 2030
internal_value=0 -125.439 149.175 2041.44 -717.952 182.51 -2746.03 -40857.2 -2237.52 -3960.39 1203.21 -2579.96 5551.83 -1912.54 -6280.9 -2412.44 8976.18 851.441 -1203.49 -22046.5 1875.07 1165.65 4828.14 10840.6 55.6332 -5909.05 -14936.2 -19334 -62116.7 1029.17
internal_weight=0 472727 323017 40885 149710 85364 15873 209 15664 13208 4634 7757 1837 64346 6966 5301 1075 69491 23106 722 46385 40871 9506 3502 31365 4401 1754 1610 138 26964
internal_count=4073804 472727 323017 40885 149710 85364 15873 209 15664 13208 4634 7757 1837 64346 6966 5301 1075 69491 23106 722 46385 40871 9506 3502 31365 4401 1754 1610 138 26964
is_linear=0
shrinkage=0.1


Tree=2626
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 4 3 3 2 0 1 5 3 0 4 0 5 2 0 0 2 6 5 3 4 0 4 0 1 3
split_gain=8.848e+11 1.0991e+13 4.30406e+13 4.78007e+13 2.77004e+13 4.8904e+13 3.33655e+13 2.66425e+13 2.63211e+13 3.56753e+13 2.98019e+13 4.64969e+13 3.61738e+13 2.46356e+13 1.91821e+13 2.16484e+13 1.84669e+13 1.77777e+13 2.11021e+13 3.76418e+13 3.31909e+13 2.94995e+13 3.07096e+13 1.26121e+14 2.6621e+13 3.67954e+13 2.17929e+13 2.52211e+13 3.48348e+13 2.488e+13
threshold=62.375000000000007 64.015000000000015 82.958608050000009 83.086354900000018 83.007653300000015 13.500000000000002 1.5000000000000002 6.5000000000000009 5261.5000000000009 43.6005307 45.126607350000008 1.5000000000000002 2.5000000000000004 43.472751400000007 16.500000000000004 55.043091000000011 2.5000000000000004 5209.5000000000009 55.579943700000008 55.649510000000014 2200.0000000000005 63.415000000000006 2.5000000000000004 20.500000000000004 17.500000000000004 60.002985000000002 11.500000000000002 55.633951400000008 37.318079750000003 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 8 4 5 6 -4 -6 9 10 11 -2 13 -13 -7 -16 -10 18 20 26 -11 24 -23 -24 -21 -26 -20 -28 -29 -30
right_child=1 -3 3 -5 7 14 -8 -9 16 17 -12 12 -14 -15 15 -17 -18 -19 19 21 -22 22 23 -25 25 -27 27 28 29 -31
leaf_value=-27.968278978791819 120377.04242675782 -46.038685439588633 2472.1416224810796 5613.2839616306046 -5164.038910576679 56926.577168475458 -5089.1759065800634 -19361.590817346259 8509.8954259842467 10334.533764118663 2426.5948929782853 -50893.240902777783 -46771.835704543206 38629.569732603093 18244.551808848853 -16427.830191125602 2667.0389604573006 -10235.995323228837 556.68328687995506 506.22289924646003 2037.1767742434213 7647.5101421278978 -2218.3699746253674 227465.35989583336 -10537.96096863522 15192.81796618827 -25484.353688975745 81387.821041165866 -75914.793849826397 6536.8343752491237
leaf_weight=2995108 20 937862 8315 7378 4828 106 19573 1820 9227 5934 498 45 513 97 1136 214 13074 1280 879 17183 25704 9880 6179 24 4773 629 1232 52 45 196
leaf_count=2995108 20 937862 8315 7378 4828 106 19573 1820 9227 5934 498 45 513 97 1136 214 13074 1280 879 17183 25704 9880 6179 24 4773 629 1232 52 45 196
internal_value=0 77.6567 901.387 -1719.28 -3222.39 -1901.93 -2834.72 -9050.85 2067.55 1172.41 -16130.5 -29821.5 -34407.8 10259.7 15964.6 12748.3 5084.51 1446.72 1652.38 157.19 3593.42 912.028 4185.12 -1329.7 -1418.77 -7541.91 -11984.3 -19212.8 7157.75 -8858.7
internal_weight=0 1.0787e+06 140834 43370 35992 29344 27888 6648 97464 75163 1173 675 655 142 1456 1350 22301 73990 72710 41072 31638 38668 16083 6203 22585 5402 2404 1525 293 241
internal_count=4073804 1078696 140834 43370 35992 29344 27888 6648 97464 75163 1173 675 655 142 1456 1350 22301 73990 72710 41072 31638 38668 16083 6203 22585 5402 2404 1525 293 241
is_linear=0
shrinkage=0.1


Tree=2627
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 4 4 4 4 3 5 0 3 6 4 7 0 6 5 0 6 4 3 6 4 0 6 3 6
split_gain=9.18563e+11 3.95348e+13 6.89284e+13 7.445e+13 6.09879e+13 5.1517e+13 4.44215e+13 4.20242e+13 3.32571e+13 2.9775e+13 4.31768e+13 3.55187e+13 3.27927e+13 4.2077e+13 2.81399e+13 4.34475e+13 2.73861e+13 2.63026e+13 2.59425e+13 2.2881e+13 2.19564e+13 2.05916e+13 1.81787e+13 3.16758e+13 1.88968e+13 1.98271e+13 1.78429e+13 1.67631e+13 1.66722e+13 1.58987e+13
threshold=82.92647190000001 82.918694400000007 55.030407050000001 55.061158000000006 5.5000000000000009 10.500000000000002 21.500000000000004 24.500000000000004 18.500000000000004 9.5000000000000018 1.5000000000000002 2.5000000000000004 55.026775150000006 5.5000000000000009 75.605000000000004 9.5000000000000018 6.0000000000000009 55.071632200000003 120.05000000000001 4.5000000000000009 55.034466500000008 44.820000000000007 15.500000000000002 2.5000000000000004 81.705000000000013 12.500000000000002 55.02095400000001 51.015000000000008 4.5000000000000009 72.50500000000001
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 4 5 -3 14 9 17 22 10 -6 -11 13 -13 20 -16 19 -5 -17 -12 28 -9 23 -7 25 -25 -15 -19 -4 -14
right_child=-2 2 3 7 6 8 -8 21 -10 11 16 12 29 26 15 18 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.68896683716502116 96.696461870156043 3875.0944420287483 23351.465020409058 4095.0206585134715 -37162.488682872085 21482.897099905305 19517.665769966745 -48999.157345210282 -25143.665496575344 -15531.057918225384 -7937.4162992129632 -28031.894094827585 -28976.466893825589 -18632.419955842393 -1497.0122297208991 -42910.518156828708 28268.830807722112 -11036.687830951785 -167864.76666666669 92275.558661684787 9912.1252281918205 -159544.30031250001 30460.758318536933 -729.30614483173076 167995.8347935268 96541.679698350708 86543.744849537034 -40797.485401725775 92996.780177525128 -56719.850659897755
leaf_weight=3266650 791523 2432 89 1027 454 99 370 107 73 2946 2424 290 333 23 538 54 242 726 24 23 1946 20 319 26 28 108 54 256 56 544
leaf_count=3266650 791523 2432 89 1027 454 99 370 107 73 2946 2424 290 333 23 538 54 242 726 24 23 1946 20 319 26 28 108 54 256 56 544
internal_value=0 -23.3184 -5040.5 3977.17 -9930.6 13257 -14289.3 -10620.3 38468.2 -15995.1 -8637.82 -21514 -35682.6 -10584.3 7175.39 -11609.3 -3821.83 -7093.68 -81358 -6995.49 12709.3 -66407.8 46474.5 66046.9 93280.4 77668.2 55127.5 -18795.1 50249 -46185.6
internal_weight=0 3.28228e+06 15631 5496 10135 3360 7703 2136 653 7333 3143 4190 1244 367 2707 616 2689 2009 78 2447 2091 127 580 261 162 134 77 982 145 877
internal_count=4073804 3282281 15631 5496 10135 3360 7703 2136 653 7333 3143 4190 1244 367 2707 616 2689 2009 78 2447 2091 127 580 261 162 134 77 982 145 877
is_linear=0
shrinkage=0.1


Tree=2628
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 1 1 1 5 6 1 5 4 4 7 3 6 6 3 4 6 6 6 6 6 3 6 4 4 6
split_gain=9.02324e+11 1.18969e+13 5.78084e+13 4.76899e+13 5.32339e+13 6.84073e+13 6.36879e+13 6.07322e+13 4.83946e+13 4.97722e+13 3.05531e+13 6.42512e+13 2.78799e+13 2.78143e+13 2.69195e+13 2.56228e+13 5.64911e+13 3.63313e+13 2.55552e+13 2.49775e+13 3.21576e+13 3.51417e+13 2.5154e+13 2.42505e+13 2.84413e+13 2.27837e+13 2.24518e+13 2.18673e+13 3.18852e+13 2.21651e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 8.5000000000000018 17.500000000000004 82.981285100000022 82.895858600000011 82.895858600000011 1.5000000000000002 91.02500000000002 82.973036600000015 2.5000000000000004 10.500000000000002 10.500000000000002 6.0000000000000009 3.5000000000000004 105.00500000000001 110.01500000000001 2.5000000000000004 24.500000000000004 64.015000000000015 38.010000000000012 73.995000000000019 88.00500000000001 87.395000000000024 6.5000000000000009 85.020000000000024 16.500000000000004 11.500000000000002 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 18 5 7 -6 12 -9 10 11 14 -5 -7 27 16 -11 -17 -3 -8 21 -21 -22 24 -24 -13 -27 28 29 -10
right_child=1 2 -4 4 6 13 19 8 9 15 -12 25 -14 -15 -16 17 -18 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-25.08809050075012 -357.56466652403486 7732.6873423197685 189.67744143701114 2980.9782028800419 129056.82688502263 8989.6224007760447 -21996.426220728346 18452.272229768812 45611.24928664435 -27383.9344375 34366.702543126652 78712.892927581197 38504.967222171683 -19050.701991443359 19373.035405661136 21823.232750580279 195095.21923363095 -65805.037152777775 -2776.9198844368038 -25784.685898206983 -43469.165687681692 15985.070843041729 -858.53363690043614 -36047.787018420655 75617.336961206907 179268.65282366073 89913.272506648937 143241.35647977944 -20248.855559593023 116248.03310483461
leaf_weight=3172333 359688 3682 523212 1381 38 985 484 1165 105 25 419 102 263 552 196 138 21 72 6226 233 215 1486 301 153 58 70 47 34 43 77
leaf_count=3172333 359688 3682 523212 1381 38 985 484 1165 105 25 419 102 263 552 196 138 21 72 6226 233 215 1486 301 153 58 70 47 34 43 77
internal_value=0 88.2866 384.286 5867.1 11286.5 16945.6 427.924 23609.1 33382.2 46275.8 55571.8 68754.2 8663.95 -1080.81 47333.8 6586.11 74182.6 -8220.75 1128.65 -1240.3 2866.8 10323.4 -14764.5 -2710.79 11496.9 113258 143374 68493.4 57198.1 75496
internal_weight=0 901471 541783 18571 8663 5695 2968 4158 2514 1349 1093 674 1644 1537 455 256 46 210 9908 2930 2446 1719 727 512 359 219 117 259 225 182
internal_count=4073804 901471 541783 18571 8663 5695 2968 4158 2514 1349 1093 674 1644 1537 455 256 46 210 9908 2930 2446 1719 727 512 359 219 117 259 225 182
is_linear=0
shrinkage=0.1


Tree=2629
num_leaves=31
num_cat=0
split_feature=4 7 4 1 1 1 6 0 3 0 1 6 6 2 0 0 6 0 1 5 1 1 0 6 1 5 0 0 0 0
split_gain=8.57357e+11 7.54894e+12 3.48609e+13 5.00426e+13 7.56513e+13 1.26089e+14 9.85513e+13 8.91863e+13 4.52926e+13 6.86914e+13 4.25724e+13 4.34328e+13 1.2594e+14 3.91271e+13 4.29761e+13 1.61658e+14 1.33055e+14 1.05622e+14 7.96699e+13 6.55422e+13 5.72698e+13 4.45945e+13 5.14383e+13 4.16539e+13 4.9889e+13 4.84376e+13 4.0681e+13 3.87795e+13 3.81789e+13 3.65945e+13
threshold=19.500000000000004 6.0000000000000009 20.500000000000004 30.226173900000003 37.425454150000007 37.503969450000007 74.615000000000009 55.783232450000007 15.500000000000002 55.866549750000011 37.401708450000008 71.030000000000015 71.715000000000018 2691.5000000000005 55.768246800000007 55.721784200000009 56.805000000000007 55.850146250000009 37.543519500000009 2.5000000000000004 37.600779750000008 37.600779750000008 55.520061350000013 63.140000000000008 37.517483500000004 2.5000000000000004 43.6005307 55.710673100000008 43.687280500000007 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 10 -6 9 -9 11 -5 -13 14 15 21 18 20 -17 -18 23 22 -7 24 -16 -25 -15 -23 -28 -4
right_child=1 2 29 4 5 13 -8 8 -10 -11 -12 12 -14 26 17 16 19 -19 -20 -21 -22 27 -24 25 -26 -27 28 -29 -30 -31
leaf_value=16.656029726188532 -634.09521955778871 19172.649849066092 11991.32854766291 -11573.0205786521 110208.40281040268 -82077.655566406262 -66734.925638688117 -27873.192892173738 92931.546843327698 57523.522910702159 -53962.642019842373 181245.00180027174 -17470.488755904713 -56609.297175658219 -195590.2969765625 -25517.677920111979 99865.493720171944 -1339.2954061516054 39012.865526601432 31057.689640497367 -26620.933544753163 -23997.165821515515 60868.647578456046 70712.599899193548 -78298.907017933248 -65792.257000315411 111105.99938886089 -117030.10029721468 -1.5334019802921348 396.28455753473258
leaf_weight=3599339 181071 941 2750 3239 149 32 361 227 74 161 226 46 104 127 50 541 239 1211 296 329 615 1725 118 31 132 161 31 46 13119 266313
leaf_count=3599339 181071 941 2750 3239 149 32 361 227 74 161 226 46 104 127 50 541 239 1211 296 329 615 1725 118 31 132 161 31 46 13119 266313
internal_value=0 -126.354 187.003 -3437.85 -4347.49 -1773.78 -16914.4 42933 21235.9 7562.04 -11939.2 -9136.82 43468.9 -3226.52 -10297.3 -3125.05 22653.8 -21140.5 -2696.84 60010.3 -45386.6 -21979.4 30373.4 -76244.5 -110522 -43752.4 -283.589 -26413.6 260.393 514.793
internal_weight=0 474465 293394 24331 23390 19414 3976 611 462 388 3615 3389 150 18803 5526 3326 1405 2200 837 568 989 1921 150 374 182 192 13277 1771 13150 269063
internal_count=4073804 474465 293394 24331 23390 19414 3976 611 462 388 3615 3389 150 18803 5526 3326 1405 2200 837 568 989 1921 150 374 182 192 13277 1771 13150 269063
is_linear=0
shrinkage=0.1


Tree=2630
num_leaves=31
num_cat=0
split_feature=4 0 0 0 1 1 1 4 0 2 6 6 6 1 1 6 7 4 1 4 6 1 6 7 1 4 0 1 4 4
split_gain=8.75642e+11 5.2786e+12 3.54653e+13 5.86012e+13 5.9796e+13 1.5629e+14 2.13709e+14 1.66904e+14 1.20391e+14 9.97389e+13 9.5134e+13 1.40799e+14 1.2957e+14 1.32148e+14 8.36786e+13 1.03703e+14 8.14232e+13 7.5088e+13 9.26992e+13 4.86926e+14 1.27896e+14 7.33001e+13 7.28631e+13 6.08414e+13 1.20865e+14 5.99161e+13 5.81324e+13 7.61988e+13 1.24274e+14 5.36741e+13
threshold=9.5000000000000018 55.783232450000007 55.801384500000005 55.812023600000011 37.618684050000006 37.563506350000004 37.517483500000004 28.500000000000004 55.806294650000005 75.000000000000014 52.990000000000002 57.005000000000003 56.010000000000012 37.702956500000006 37.543519500000009 65.805000000000021 6.0000000000000009 27.500000000000004 37.586700500000006 13.500000000000002 54.010000000000012 37.71815560000001 39.995000000000012 6.0000000000000009 37.318079750000003 22.500000000000004 55.81943720000001 49.095306150000006 20.500000000000004 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 29 4 5 6 7 23 16 10 21 12 -12 -14 22 -16 -7 18 19 -10 -21 -6 -8 25 -25 -4 27 -5 -29 -3
right_child=1 2 3 26 9 8 14 -9 17 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-49.774291277668254 -69.747851081630856 7837.7320252893151 3231.6509172651008 3060.8321557688532 -19704.53101842475 45415.457219328702 8009.0462890625004 -211788.02476562501 14500.524888873922 -10009.168254591081 41272.813385156842 13935.03552959298 310453.79914930556 58958.046394230776 -103980.2128828125 128813.55997983873 -28858.507763293164 4484.6670742077777 -68103.296128892733 -261522.28684895835 -595324.88636363635 10985.876545184336 130306.15047870712 -8222.5684222116161 -94769.223212139434 72333.506677827376 166.28547269174521 42949.863812138137 -10909.271961907065 -596.50541177898492
leaf_weight=1892492 1428472 15074 857 5732 1567 162 64 40 58 6890 166 2617 45 39 50 31 1660 89 289 24 22 1546 204 1423 182 147 696779 1348 628 15107
leaf_count=1892492 1428472 15074 857 5732 1567 162 64 40 58 6890 166 2617 45 39 50 31 1660 89 289 24 22 1546 204 1423 182 147 696779 1348 628 15107
internal_value=0 43.1838 257.465 117.2 -5489.69 -14426.9 624.269 -9066.7 -34011.8 -1807.84 7641.51 20784.5 92484.3 193688 74181.2 -14886.3 -22254.6 -78455.1 -97237.9 -178199 -421167 -4462.84 101101 -5958.67 -18036.6 13349.2 261.828 8898.56 25832.7 3616
internal_weight=0 2.18131e+06 752840 722659 18172 5302 2998 2649 2304 12870 5980 2867 250 84 349 81 1822 482 393 104 46 3113 268 2609 1605 1004 704487 7708 1976 30181
internal_count=4073804 2181312 752840 722659 18172 5302 2998 2649 2304 12870 5980 2867 250 84 349 81 1822 482 393 104 46 3113 268 2609 1605 1004 704487 7708 1976 30181
is_linear=0
shrinkage=0.1


Tree=2631
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 1 4 1 6 4 6 3 6 6 6 6 4 3 4 6 6 1 6 5 6 6 6 5 7 3
split_gain=1.04737e+12 1.72904e+13 2.64559e+13 4.3422e+13 6.50261e+13 2.83576e+13 7.37864e+13 4.26292e+13 3.7757e+13 7.61479e+13 6.20412e+13 9.0331e+13 5.56939e+13 3.69317e+13 3.0059e+13 4.51543e+13 3.64335e+13 2.65853e+13 2.50884e+13 3.20233e+13 2.45442e+13 2.21973e+13 2.0772e+13 1.90777e+13 1.84719e+13 2.78176e+13 2.23651e+13 1.69644e+13 2.32655e+13 1.61655e+13
threshold=55.043091000000011 55.039488700000007 16.500000000000004 82.901648750000021 17.500000000000004 82.941727000000014 12.500000000000002 82.93515810000001 86.030000000000015 7.5000000000000009 95.045000000000016 5.5000000000000009 118.04500000000002 59.815000000000005 116.05000000000001 138.05000000000004 9.5000000000000018 10.500000000000002 13.500000000000002 93.050000000000011 71.030000000000015 82.92647190000001 130.05000000000004 3.5000000000000004 97.020000000000024 62.995000000000012 48.945000000000007 2.5000000000000004 6.0000000000000009 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 5 4 27 6 8 22 23 12 11 -11 -10 -9 16 -16 -12 -15 19 20 -7 -5 -8 -3 25 26 -6 -4 -29 -30
right_child=-2 2 3 21 24 18 7 13 9 10 14 -13 -14 17 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=27.561755386170343 -46.034903461867188 -3858.650477985731 41802.453043540401 -68402.473990091457 43720.153348316868 4118.8811588095996 -3208.0186407372262 -170525.13095464942 426.55450835785308 319516.35562500003 -81408.596573893228 64952.697110648784 -166487.61111111112 2231.572037381904 110860.98320033483 -23409.805228365385 57840.821875000001 -97141.685503472225 26586.465027179333 77313.859895833346 -21846.924856214668 5475.6645714058805 -92878.434438004042 -46532.63637333623 -55695.139597800924 28926.063838541668 -48977.490515906538 153169.73796875001 7796.7002261513162 95509.481033909586
leaf_weight=1825156 2233101 3493 410 41 34 4266 155 41 77 20 42 46 27 43 70 39 34 72 490 57 398 5043 31 108 54 225 111 35 38 47
leaf_count=1825156 2233101 3493 410 41 34 4266 155 41 77 20 42 46 27 43 70 39 34 72 490 57 398 5043 31 108 54 225 111 35 38 47
internal_value=0 55.8485 3376.61 8553.37 28130 89.4766 -5923.57 -50486.1 -2071.09 29043.8 58856 142093 -42906.9 -89037 29160.6 62819.1 -19112.8 -59984.7 5049 2813.59 1903.1 4879.87 -18153.1 -5138.51 -1059.41 6914.45 -27241.5 51481.4 84551.3 56296.7
internal_weight=0 1.8407e+06 15547 6038 954 9509 4298 342 3956 355 251 66 104 156 185 109 76 115 5211 4721 4664 5084 186 3601 424 370 145 530 120 85
internal_count=4073804 1840703 15547 6038 954 9509 4298 342 3956 355 251 66 104 156 185 109 76 115 5211 4721 4664 5084 186 3601 424 370 145 530 120 85
is_linear=0
shrinkage=0.1


Tree=2632
num_leaves=31
num_cat=0
split_feature=6 5 7 0 4 6 0 0 0 6 4 0 4 0 0 1 1 1 4 6 1 6 6 0 3 1 6 6 4 3
split_gain=9.01317e+11 1.12288e+13 2.08502e+13 2.79914e+13 3.0551e+13 4.33461e+13 3.37042e+13 4.59053e+13 4.76606e+13 5.63344e+13 1.16978e+14 4.98473e+13 5.38504e+13 4.21715e+13 3.36326e+13 3.03423e+13 3.08369e+13 8.90594e+13 5.92557e+13 6.1035e+13 3.67051e+13 2.97751e+13 6.42542e+13 9.00996e+13 3.08637e+13 2.78925e+13 3.14575e+13 2.76951e+13 2.70908e+13 2.91616e+13
threshold=49.010000000000012 1.5000000000000002 6.0000000000000009 45.040161900000008 15.500000000000002 53.995000000000012 57.15297970000001 55.79439725000001 56.309668500000008 54.010000000000012 14.500000000000002 56.148747500000006 13.500000000000002 55.768246800000007 57.14107305000001 82.941727000000014 37.401708450000008 37.517483500000004 31.500000000000004 60.605000000000011 37.374856000000008 56.205000000000005 55.405000000000008 55.897267000000006 6.5000000000000009 83.754481100000007 58.995000000000012 74.615000000000009 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 -2 5 -5 7 13 11 10 -10 21 -13 28 -11 16 20 18 19 -18 -6 22 -9 24 -24 26 -17 -15 -7 -30
right_child=1 -3 -4 4 15 6 -8 8 9 14 -12 12 -14 27 -16 25 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=46.283480038148191 2514.9269818837452 5.594884521427546 895.53011588299069 3289.3737325413517 -10812.629366047662 -14945.05244045035 3606.5295057593571 -7185.059862800973 -17557.358651733401 -1931.7851409661555 -227436.76017992423 -40094.856222685514 -127276.35955384036 24323.87500671811 56796.524469339631 -25846.10739328566 15961.830169943903 -4870.0989722132636 163535.71997680666 123784.40551158169 -56039.706439079127 -1990.1678002734375 -172721.22047320017 4547.7372964348597 -50534.661746651786 1361.7775355997605 -92068.978614501961 138354.421875 5870.6330523943461 -6181.7415187148617
leaf_weight=2069790 10585 1906973 34073 12897 3943 2056 4254 305 136 1218 33 484 83 288 106 694 665 14570 32 57 188 625 79 71 28 349 80 23 2984 6135
leaf_count=2069790 10585 1906973 34073 12897 3943 2056 4254 305 136 1218 33 484 83 288 106 694 665 14570 32 57 188 625 79 71 28 349 80 23 2984 6135
internal_value=0 -47.8026 -1097.13 -2175.39 -3123.16 -1180.61 -4229.55 -6504.33 -17161.6 -4169.92 -58539.7 -28741.6 -52856.9 -3564.92 2770.03 -6125.52 -5202.96 -3135.86 30376 24474.1 -12870.9 -16401 -35048.7 -82792.5 -140747 -22108.2 -32690.8 32757 -4575.75 -2237.86
internal_weight=0 2.00401e+06 97041 62968 52383 31805 18908 14654 3168 1493 169 1675 567 11486 1324 20578 19455 15324 754 722 4131 1108 483 178 107 1123 774 311 11175 9119
internal_count=4073804 2004014 97041 62968 52383 31805 18908 14654 3168 1493 169 1675 567 11486 1324 20578 19455 15324 754 722 4131 1108 483 178 107 1123 774 311 11175 9119
is_linear=0
shrinkage=0.1


Tree=2633
num_leaves=31
num_cat=0
split_feature=2 2 6 0 7 0 0 6 6 6 6 4 6 6 0 0 1 4 7 4 4 6 6 4 1 4 6 5 0 6
split_gain=8.54995e+11 1.30663e+13 2.42771e+13 1.79721e+13 7.71801e+13 4.73796e+13 4.66729e+13 3.09418e+13 2.37802e+13 2.30522e+13 2.06948e+13 2.03965e+13 1.82774e+13 1.71543e+13 1.68397e+13 1.73666e+13 1.29395e+13 1.14171e+13 3.72482e+13 1.14001e+13 1.68601e+13 1.11777e+13 1.10298e+13 1.0969e+13 1.09425e+13 1.61759e+13 1.53768e+13 3.01444e+13 2.14911e+13 1.64436e+13
threshold=2599.0000000000005 2421.5000000000005 168.45000000000002 51.567244500000008 6.0000000000000009 57.205086850000008 57.978821400000008 74.615000000000009 89.00500000000001 78.605000000000004 100.05000000000001 13.500000000000002 34.310000000000009 77.010000000000005 58.603553700000006 60.05226170000001 45.71452080000001 5.5000000000000009 6.0000000000000009 23.500000000000004 35.500000000000007 118.04500000000002 81.02500000000002 11.500000000000002 36.865631950000008 25.500000000000004 52.330000000000005 2.5000000000000004 53.310923100000004 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 24 3 4 7 9 12 16 22 -5 -6 21 -7 -8 -15 -16 -3 -14 -19 -18 -21 -10 23 -9 25 26 28 -28 29 -1
right_child=-2 2 -4 5 10 6 13 8 11 -11 -12 -13 17 14 15 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=24508.022601175646 -22.792411801689607 -38058.397793344353 92935.840000000011 -10002.149260128272 -1121.3974350874485 -372.3549268639606 454.65283802888928 18323.012542724609 39329.465782015934 -48804.924453826723 -60986.117531779666 -11085.322788373162 -13621.894375000002 43749.18506730131 -63426.38260498047 11848.190832351391 17869.884660555148 170668.51116286058 44474.683455648134 70773.616273796695 -31049.613120117192 124608.15479403408 117247.92591400148 108859.84728260869 107.46957033821528 87958.353344726565 -11235.777946697661 -459.49168802177303 -948.20830336069196 -4467.6094887644977
leaf_weight=599 3265512 39 30 1840 2716 92 6543 32 51 167 59 68 25 167 32 726 1393 26 233 87 20 22 64 23 766855 20 4456 6218 15398 291
leaf_count=599 3265512 39 30 1840 2716 92 6543 32 51 167 59 68 25 167 32 726 1393 26 233 87 20 22 64 23 766855 20 4456 6218 15398 291
internal_value=0 92.0817 3071.61 2884.72 8064.77 479.53 3987.54 24198 56105.2 -13230.9 -2394.2 28321.8 38364.8 2256.7 15003.5 8670.37 18807.5 50913.5 57142.8 20286 51741.2 65029.9 89025 56183.9 37.8273 -1941.47 -2008.16 -4958.19 -74.919 15034
internal_weight=0 808292 14455 14425 4574 9851 7844 1799 260 2007 2775 141 376 7468 925 758 1539 284 259 1500 107 73 119 55 793837 26982 26962 10674 16288 890
internal_count=4073804 808292 14455 14425 4574 9851 7844 1799 260 2007 2775 141 376 7468 925 758 1539 284 259 1500 107 73 119 55 793837 26982 26962 10674 16288 890
is_linear=0
shrinkage=0.1


Tree=2634
num_leaves=31
num_cat=0
split_feature=0 4 6 6 6 7 3 6 1 1 6 4 4 0 3 3 4 4 0 4 3 6 4 4 2 1 1 0 1 6
split_gain=8.87453e+11 8.79183e+12 1.60625e+13 2.144e+13 1.53814e+13 2.89181e+13 5.66819e+13 3.31799e+13 3.52515e+13 4.13417e+13 6.77251e+13 5.43903e+13 6.82797e+13 5.77972e+13 5.44279e+13 7.51948e+13 5.39635e+13 5.85197e+13 4.93699e+13 4.82553e+13 3.65893e+13 5.14321e+13 3.14228e+13 3.00807e+13 4.61839e+13 1.01307e+14 4.99977e+13 4.64861e+13 3.4574e+13 3.84265e+13
threshold=55.026775150000006 6.5000000000000009 32.515000000000008 25.305000000000003 63.005000000000003 6.0000000000000009 8.5000000000000018 79.710000000000022 40.377616600000003 39.908802000000009 65.805000000000021 16.500000000000004 12.500000000000002 43.472751400000007 4.5000000000000009 5.5000000000000009 8.5000000000000018 10.500000000000002 43.550475500000012 9.5000000000000018 2.5000000000000004 74.615000000000009 8.5000000000000018 19.500000000000004 2911.0000000000005 38.109452700000006 83.754481100000007 54.762682300000009 38.965413050000002 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 18 -11 12 13 14 20 -16 -17 19 -6 -18 -12 -22 -10 24 25 -7 -26 -27 29 -25
right_child=-2 2 4 -5 5 23 -8 -9 22 10 11 -13 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 28 26 27 -28 -29 -30 -31
leaf_value=-271.83268161577075 -39.782899386312174 2240.6437008962125 552.09831945942858 -2302.9755305492877 -52935.054773800868 -12920.540387165687 -3170.122716103725 2069.6764159360046 12722.86022991243 -20922.523272460938 67544.535131835946 187252.07870370371 -99430.875537109387 -6850.512223899148 -82973.787456597231 200586.46115301724 59571.176459703944 185292.94761904763 739.58660889379223 -126528.18295454547 271583.86401515151 71391.570014880956 -3562.1559703302664 48370.386177822795 250.07924785649604 8012.6384290715159 18052.386446715438 49827.009939959491 -3826.3796264554949 4947.0813139830143
leaf_weight=556628 2359546 13152 755443 49369 172 2483 74816 58097 1220 200 40 27 32 110 36 29 38 21 46461 22 33 21 41142 243 76100 17388 1611 270 17791 1263
leaf_count=556628 2359546 13152 755443 49369 172 2483 74816 58097 1220 200 40 27 32 110 36 29 38 21 46461 22 33 21 41142 243 76100 17388 1611 270 17791 1263
internal_value=0 54.7581 211.794 -1347.17 300.797 -258.115 -927.609 208.307 -998.558 879.673 26765.9 50085.4 40390.4 53174 80685.2 42473.9 83529.5 41620.2 541.614 -8665.26 140035 193731 -3093.16 1013.55 1725.14 5992.52 619.133 8652 -2594.86 11953.6
internal_weight=0 1.71426e+06 1.15763e+06 62521 1.09511e+06 339666 222517 147701 89604 47242 609 409 382 350 240 146 110 81 46633 60 94 54 42362 117149 97852 20141 77711 17658 19297 1506
internal_count=4073804 1714258 1157630 62521 1095109 339666 222517 147701 89604 47242 609 409 382 350 240 146 110 81 46633 60 94 54 42362 117149 97852 20141 77711 17658 19297 1506
is_linear=0
shrinkage=0.1


Tree=2635
num_leaves=31
num_cat=0
split_feature=4 2 4 2 3 3 0 0 4 1 0 0 6 0 6 6 1 0 0 6 4 4 2 6 0 0 3 5 6 6
split_gain=1.19105e+12 6.07934e+12 1.15886e+13 5.97216e+12 1.56568e+13 1.34982e+13 1.50952e+13 2.72505e+13 1.99643e+13 1.21402e+13 2.27156e+13 2.79822e+13 2.16105e+13 1.97076e+13 1.97955e+13 3.45459e+13 1.95781e+13 3.51584e+13 3.35715e+13 3.03513e+13 3.67444e+13 1.94659e+13 1.70889e+13 1.70841e+13 1.68355e+13 4.07286e+13 5.62019e+13 3.41459e+13 3.80504e+13 3.41123e+13
threshold=5.5000000000000009 14624.000000000002 9.5000000000000018 6426.0000000000009 5.5000000000000009 5.5000000000000009 55.749683450000006 56.067362750000008 4.5000000000000009 55.957851400000003 51.659529100000007 52.02416370000001 101.02000000000002 53.379556850000007 168.45000000000002 189.00000000000003 53.67029225000001 52.516286950000008 63.565651350000003 96.050000000000011 2.5000000000000004 2.5000000000000004 3129.5000000000005 91.02500000000002 57.205086850000008 57.15297970000001 4.5000000000000009 3.5000000000000004 128.05000000000004 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=3 -2 -3 5 -5 9 8 -8 -7 16 22 23 -13 21 24 -16 18 -18 -1 -19 -21 -14 -11 -12 25 -15 27 -27 -29 -26
right_child=1 2 -4 4 -6 6 7 -9 -10 10 11 12 13 14 15 -17 17 19 -20 20 -22 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=75.591168729989306 -34.755343674203935 37769.133866990211 -36140.676974826391 -410.5373666316994 55554.666125000003 61892.372733191289 -155368.47357700893 -25486.320158342634 -50822.191800130211 38759.351113623903 14390.544578536568 925.76801766348842 27616.763696289065 -13114.567751369656 74622.981471011517 -201.77726887028393 20339.846988725665 -2952.427325573768 24227.753820716011 34906.894215636326 -45618.938500283424 -53632.457793328227 -17665.83534344217 96348.384585336549 -2413.3451695312501 31184.296352751364 -73236.430685763888 29881.498828125001 210476.70087193081 -82150.139552859051
leaf_weight=687014 2928579 99 27 208744 50 33 21 70 30 57 1168 219749 36 1276 76 328 640 23341 576 69 317 163 920 26 125 92 36 20 28 94
leaf_count=687014 2928579 99 27 208744 50 33 21 70 30 57 1168 219749 36 1276 76 328 640 23341 576 69 317 163 920 26 125 92 36 20 28 94
internal_value=0 -33.8103 21931.3 86.4732 -397.135 194.317 -29409.1 -55459.1 8218.77 199.187 840.92 907.514 825.407 -8873.03 -5990.06 13874.2 -2.89393 -2788.51 95.8236 -3412.37 -31224.4 -38934.1 -14373.9 16175.2 -10792.7 -6894.47 38201.3 66856.7 135229 -36638.3
internal_weight=0 2.9287e+06 126 1.1451e+06 208794 936305 154 91 63 936151 224194 223217 222023 2274 2075 404 711957 24367 687590 23727 386 199 977 1194 1671 1452 176 140 48 219
internal_count=4073804 2928705 126 1145099 208794 936305 154 91 63 936151 224194 223217 222023 2274 2075 404 711957 24367 687590 23727 386 199 977 1194 1671 1452 176 140 48 219
is_linear=0
shrinkage=0.1


Tree=2636
num_leaves=31
num_cat=0
split_feature=6 6 7 0 2 1 1 0 1 5 1 0 0 2 4 1 0 3 1 0 3 3 4 4 0 1 1 3 0 1
split_gain=1.01504e+12 1.04262e+13 4.9076e+13 5.14039e+13 6.84348e+13 3.49609e+13 3.72583e+13 3.02633e+13 5.61789e+13 2.34373e+13 2.85113e+13 2.29747e+13 2.09232e+13 3.46759e+13 1.83282e+13 1.77273e+13 1.76545e+13 1.85458e+13 1.69214e+13 1.54919e+13 1.21656e+13 1.19105e+13 1.42558e+13 1.3469e+13 2.77988e+13 3.77969e+13 2.15489e+13 1.17251e+13 1.81672e+13 1.1427e+13
threshold=62.375000000000007 62.010000000000012 6.0000000000000009 55.79439725000001 75.000000000000014 37.442254400000003 37.488790500000007 55.834019500000004 37.631035900000008 2.5000000000000004 30.323041000000003 55.728148450000006 54.998919050000005 2828.5000000000005 20.500000000000004 30.425503950000003 55.876067900000002 5.5000000000000009 37.682335600000009 55.883833400000007 12.500000000000002 16.500000000000004 22.500000000000004 15.500000000000002 59.939085000000013 30.389265100000003 39.023883200000007 4.5000000000000009 54.947759400000002 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 20 -7 8 -5 10 -6 12 13 -8 18 -11 17 -9 -13 -12 27 23 -23 -3 26 -26 -25 -4 -29 -18
right_child=-2 2 3 4 9 6 11 16 -10 15 19 14 -14 -15 -16 -17 29 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-19.900929508425666 83.176132623941541 1379.2273483829786 -12072.187360863547 -195382.40726744186 -53467.310072099412 132926.07528409091 45523.557196713846 35041.902844551281 -31776.036923589942 103125.12861689815 63850.043446180556 -33435.932347074464 -10906.398081516236 -3342.0181905684399 72944.356510416663 5802.0498847336066 -127123.69773185485 -44255.310261169943 61741.944569052423 -13012.234264704583 7667.7944163602942 -76167.398896008017 -1302.3610409864741 -7947.8580475098315 19440.823864976417 159905.93754150392 25422.099732541206 -28030.001902117052 -90653.614942642409 -58316.200329701838
leaf_weight=2986434 1078696 3929 103 43 188 22 212 39 41 27 27 47 968 461 78 61 31 121 31 911 68 41 67 374 53 30 401 112 79 109
leaf_count=2986434 1078696 3929 103 43 188 22 212 39 41 27 27 47 968 461 78 61 31 121 31 911 68 41 67 374 53 30 401 112 79 109
internal_value=0 -29.9561 -3491.92 -12052.7 -25678.1 -2069.48 3578.6 -62473.5 -115527 -14039.3 -17923.7 1995.05 -1491.21 12051 38667.8 35662.5 -47618.5 -24926.6 4391.17 -10799.8 -30450.3 3117.09 -29723.3 3858.01 15209 70211.3 9318.4 -39266.8 -53931.9 -73552.1
internal_weight=0 2.99511e+06 8674 3779 1598 2181 1819 384 84 1214 1126 1797 1641 673 156 88 300 160 78 938 362 4895 108 4787 858 83 775 294 191 140
internal_count=4073804 2995108 8674 3779 1598 2181 1819 384 84 1214 1126 1797 1641 673 156 88 300 160 78 938 362 4895 108 4787 858 83 775 294 191 140
is_linear=0
shrinkage=0.1


Tree=2637
num_leaves=31
num_cat=0
split_feature=4 5 2 6 6 6 3 5 4 3 0 4 0 1 1 3 1 5 0 0 0 0 1 3 0 1 2 0 1 2
split_gain=9.68636e+11 6.29845e+12 9.99552e+12 1.34998e+13 1.32875e+13 5.49348e+13 7.52916e+13 1.25063e+13 2.03031e+13 4.25512e+13 3.82587e+13 5.32009e+13 2.27052e+13 2.25965e+13 3.19343e+13 2.3968e+13 4.0688e+13 2.1386e+13 1.77767e+13 2.99217e+13 1.74502e+13 1.77752e+13 4.11673e+13 1.58548e+13 2.89483e+13 1.54871e+13 1.52722e+13 1.24717e+13 1.18475e+13 1.42244e+13
threshold=5.5000000000000009 3.5000000000000004 8767.0000000000018 189.00000000000003 64.015000000000015 65.410000000000011 2.5000000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 55.462387050000011 4.5000000000000009 45.07004340000001 39.777866350000004 34.382014200000008 1.5000000000000002 43.997056950000008 4.5000000000000009 47.319699650000011 44.895258050000002 44.249882500000005 47.267650700000011 39.712886600000012 2.5000000000000004 56.309668500000008 52.061190950000004 2892.5000000000005 61.78914120000001 44.064675150000006 5444.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 20 13 11 -11 -13 14 -10 -15 -17 -16 19 26 -5 22 -22 -18 -25 -12 -9 -3 -23 -30
right_child=-2 2 4 7 5 -7 -8 18 9 10 25 12 -14 15 17 16 23 -19 -20 -21 21 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=31.716312319626152 -30.490449594178429 1233.527462914227 -2848.930854847838 -63748.682256915119 250200.45067471592 6558.6596760809553 16592.763993876692 69931.198021399454 -105340.861328125 40147.024659090908 21850.363912898938 -27015.823611111115 -149846.25422794119 -4822.3337053571431 -32672.737359775645 -202534.04806034485 -132653.69910714286 76708.130298591379 31181.802220906004 -133694.05551269531 -7732.1711461509149 -20171.983441162112 153123.06003605769 -87088.60952818628 46095.096940104173 111226.94053030304 -49551.624218750003 -12589.98352975028 41049.239593931685 -49059.937233664772
leaf_weight=1102205 2928705 35182 1572 37 22 4374 37 23 30 55 47 27 34 35 39 29 28 33 142 20 41 160 26 51 24 33 20 665 86 22
leaf_count=1102205 2928705 35182 1572 37 22 4374 37 23 30 55 47 27 34 35 39 29 28 33 142 20 41 160 26 51 24 33 20 665 86 22
internal_value=0 77.9824 1266.84 650.933 5050.36 7851.55 103701 -10569.4 -15991.3 -29921.6 5517.05 -31173.4 -95478.7 -55743.1 -18657.8 -78394.1 -97901.7 17460.2 11567.4 -32642.8 1421.71 8619.64 54689.3 -68442.1 -44469.8 58718.2 14357.8 977.087 -2897.77 22693.7
internal_weight=0 1.1451e+06 42894 36889 6005 4433 59 1042 837 465 196 116 61 269 102 167 132 72 205 63 372 335 67 103 75 80 43 35847 268 108
internal_count=4073804 1145099 42894 36889 6005 4433 59 1042 837 465 196 116 61 269 102 167 132 72 205 63 372 335 67 103 75 80 43 35847 268 108
is_linear=0
shrinkage=0.1


Tree=2638
num_leaves=31
num_cat=0
split_feature=3 4 6 2 6 1 1 6 6 1 1 6 2 1 0 6 6 1 5 5 0 0 0 0 0 2 6 1 5 1
split_gain=1.02271e+12 1.26623e+13 3.20486e+13 3.43716e+13 3.60672e+13 6.75489e+13 4.2816e+13 4.57204e+13 3.13621e+13 4.44245e+13 6.38531e+13 2.64073e+13 4.29361e+13 6.61048e+13 2.60845e+13 2.41654e+13 2.93453e+13 2.37724e+13 2.19112e+13 2.05825e+13 2.95088e+13 1.90565e+13 3.28091e+13 1.74811e+13 1.70603e+13 4.25491e+13 1.71409e+13 2.37976e+13 1.96915e+13 1.74829e+13
threshold=7.5000000000000009 8.5000000000000018 62.010000000000012 2506.0000000000005 81.02500000000002 30.410676000000006 30.303340300000002 80.720000000000013 68.00500000000001 37.46219940000001 37.343102500000008 56.805000000000007 75.000000000000014 37.618684050000006 59.905532300000012 71.030000000000015 94.02500000000002 37.425454150000007 1.5000000000000002 2.5000000000000004 55.702806750000008 55.759969450000007 55.579943700000008 55.768246800000007 43.687280500000007 3999.0000000000005 70.50500000000001 82.93515810000001 2.5000000000000004 37.924401400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -5 17 10 -10 19 13 -13 -8 -11 -17 -4 -6 -2 -21 22 -19 -15 25 -7 27 -26 29 -28
right_child=1 -3 3 4 18 24 14 -9 9 15 -12 12 -14 23 -16 16 -18 21 -20 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-33.428743837139812 -1281.0340783859651 97.405015580713325 -39426.7337109375 -33377.746922063256 82420.176562500012 -152477.91401209679 -83401.196640625014 -181040.87994791669 -14173.649218750001 -87381.860574776787 182722.12840401789 145734.47735655739 8118.7509425814715 -82183.694122023822 -206383.38239889708 7618.1087558408326 -108981.27301953126 48375.828515625006 -7529.9473326822917 -143371.48002734376 -1948.5844672309029 16969.249270833334 201269.49828125001 48449.069296875008 -2744.8315120263851 -2178.4322886149089 34238.261125000005 99190.191437500005 3144.8230756800813 -54410.719326268569
leaf_weight=2818986 3265 1248661 20 166 28 31 35 24 40 49 28 61 467 21 34 158 25 32 825 25 36 30 25 20 273 48 25 25 139 202
leaf_count=2818986 3265 1248661 20 166 28 31 35 24 40 49 28 61 467 21 34 158 25 32 825 25 36 30 25 20 273 48 25 25 139 202
internal_value=0 75.0987 -4448.71 -13916 -19690.1 -32555.5 -76531.9 -52029.9 12400.5 -4177.69 66901.1 1049.39 20956.7 79734.6 -144001 -25011.1 -8310.77 58881.4 -4577.31 -2356.29 -59908.8 81480.9 115434 -18460.4 -17225.9 -61156.7 -11999.2 5806.76 -26496.9 -44647.6
internal_weight=0 1.25482e+06 6157 2262 1855 1002 259 190 407 300 68 3895 569 102 69 232 183 107 853 3326 61 87 57 41 743 79 664 298 366 227
internal_count=4073804 1254818 6157 2262 1855 1002 259 190 407 300 68 3895 569 102 69 232 183 107 853 3326 61 87 57 41 743 79 664 298 366 227
is_linear=0
shrinkage=0.1


Tree=2639
num_leaves=31
num_cat=0
split_feature=1 1 5 4 6 0 4 3 7 0 4 3 3 0 0 4 6 4 0 6 6 4 0 0 4 6 3 0 4 0
split_gain=8.9538e+11 1.7987e+13 3.60427e+13 3.26908e+13 4.86604e+13 9.40039e+13 7.20512e+13 4.36007e+13 2.53902e+13 2.52767e+13 8.43026e+13 2.43259e+13 2.08491e+13 1.96978e+13 1.91324e+13 1.89362e+13 8.11883e+13 6.45941e+13 4.21618e+13 5.39967e+13 4.07665e+13 3.82554e+13 5.53454e+13 3.17621e+13 4.74348e+13 3.77601e+13 5.98977e+13 2.95132e+13 2.60717e+13 2.47019e+13
threshold=37.804148700000006 37.843405600000004 4.5000000000000009 15.500000000000002 81.02500000000002 55.390026600000006 5.5000000000000009 9.5000000000000018 6.0000000000000009 55.743464250000009 17.500000000000004 5.5000000000000009 1.5000000000000002 55.812023600000011 55.554045200000012 21.500000000000004 110.01500000000001 20.500000000000004 55.922096200000006 78.605000000000004 38.010000000000012 16.500000000000004 55.93962770000001 55.910578700000009 24.500000000000004 79.710000000000022 8.5000000000000018 55.972700350000004 18.500000000000004 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 14 -8 -5 -13 -10 16 17 18 19 28 -20 27 -23 24 -17 -25 -27 -22 -14 -21
right_child=1 -3 -4 8 5 6 7 -9 9 -11 -12 13 15 -15 -16 23 -18 -19 20 29 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=81.914845410471116 -1744.2604837769811 -8.8754874995592505 -134217.64575892859 35008.093428583561 -30259.793073336696 -47705.825925611418 100544.64260233729 197638.24798583984 -65970.409276107603 -48477.792713246861 188565.70460937501 -29726.37549715909 -2648.061022710433 70218.656198182405 -12466.552980287614 -3400.4811590021309 -188313.91632737382 -120955.29774639424 84653.580852399566 -32447.206250000003 32331.431046316968 -78153.588067252364 23746.834061316287 6033.8892935351068 -116082.26901909724 -36120.674425551471 124926.23271484376 -52614.09590718284 -59093.895039403164 90801.458809267249
leaf_weight=1005148 12098 3051869 21 115 155 46 121 32 79 318 20 33 1687 49 434 220 26 52 28 20 105 277 66 394 45 34 72 67 86 87
leaf_count=1005148 12098 3051869 21 115 155 46 121 32 79 318 20 33 1687 49 434 220 26 52 28 20 105 277 66 394 45 34 72 67 86 87
internal_value=0 -26.8315 -3291.22 -3127.23 -561.411 32259.9 66745.9 89149.2 -10726.5 -26165.4 -12853.3 72047.5 -6840.47 29996.9 -20705.9 -8314.02 -12525.3 -10678.6 -8311.96 -1222.64 -32856.9 -39245.8 -58545.9 5453.77 -22535.1 20287.9 73269.7 -757.815 -5385.99 67764.3
internal_weight=0 3.06866e+06 16787 16766 12534 436 281 235 4232 851 533 203 3381 82 513 3266 2501 2475 2423 1880 543 515 343 765 265 500 106 172 1773 107
internal_count=4073804 3068656 16787 16766 12534 436 281 235 4232 851 533 203 3381 82 513 3266 2501 2475 2423 1880 543 515 343 765 265 500 106 172 1773 107
is_linear=0
shrinkage=0.1


Tree=2640
num_leaves=31
num_cat=0
split_feature=2 0 1 1 4 0 1 2 1 3 6 4 1 0 1 1 7 6 6 5 1 4 4 7 1 6 4 0 6 4
split_gain=8.90183e+11 5.99943e+12 3.51606e+13 6.08834e+13 3.34617e+13 3.34288e+13 3.9334e+13 5.96441e+13 6.09564e+13 3.53296e+13 3.27264e+13 3.18136e+13 3.14396e+13 3.07591e+13 3.6854e+13 4.17508e+13 3.43725e+13 3.40597e+13 2.925e+13 3.73101e+13 2.8054e+13 2.78478e+13 5.66838e+13 4.70725e+13 7.06838e+13 2.9154e+13 2.77076e+13 3.28041e+13 2.98414e+13 3.50112e+13
threshold=451.00000000000006 55.462387050000011 37.804148700000006 37.768783500000005 11.500000000000002 55.520061350000013 37.517483500000004 75.000000000000014 37.563506350000004 11.500000000000002 36.405000000000008 11.500000000000002 37.586700500000006 55.390026600000006 38.430814800000007 37.897576350000001 6.0000000000000009 97.020000000000024 53.005000000000003 3.5000000000000004 37.563506350000004 12.500000000000002 5.5000000000000009 6.0000000000000009 37.600779750000008 75.010000000000005 11.500000000000002 55.111813300000001 64.405000000000015 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 2 3 -1 -5 6 -3 9 -9 11 -6 12 20 26 15 16 -15 -17 -11 -20 -8 22 -10 24 -23 -24 27 -4 -29 -30
right_child=-2 5 13 4 10 -7 7 8 21 18 -12 -13 -14 14 -16 17 -18 -19 19 -21 -22 23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-1830.5960011000684 -20.874678607965141 11343.461961959489 2995.9105047978696 4609.8121326606815 4524.4015744259486 94.528541576673192 -31866.128185024732 33353.880371305058 5224.0196357332006 -9228.4439763774044 -31574.930044898036 4002.058991379336 -99879.462247721356 15586.892542551046 844.48161270109802 51286.209729060371 -55904.354364583342 -42285.955781773162 -62656.320378755001 78451.057480468749 8501.3904668753494 77046.989365105881 -22153.810694733329 -1260.8014535524999 8677.3063221003285 -80528.567510230656 9551.1717855873958 -2351.7269326963728 -2680.461033970334 -33259.829651416214
leaf_weight=34853 3396489 5806 13057 476 304 597147 447 751 1236 276 1444 1328 48 651 1439 527 75 42 297 20 280 228 462 1203 449 105 3155 9710 772 727
leaf_count=34853 3396489 5806 13057 476 304 597147 447 751 1236 276 1444 1328 48 651 1439 527 75 42 297 20 280 228 462 1203 449 105 3155 9710 772 727
internal_value=0 104.679 -791.854 -2854.23 -18895.9 203.478 5232.77 256.797 7388.63 -11472.6 -25296.8 -5393.84 -21494.2 1743.93 11858.5 24097.3 8201.43 44379.3 -33030.3 -53753.6 -16318.8 2094.06 -6785.18 10609.6 31702.8 -32964 735.461 -410.734 -4379.02 -17511.1
internal_weight=0 677315 67232 37077 2224 610083 12936 7130 4434 2696 1748 2103 775 30155 2734 1295 726 569 593 317 727 3683 1803 1880 677 567 27421 24266 11209 1499
internal_count=4073804 677315 67232 37077 2224 610083 12936 7130 4434 2696 1748 2103 775 30155 2734 1295 726 569 593 317 727 3683 1803 1880 677 567 27421 24266 11209 1499
is_linear=0
shrinkage=0.1


Tree=2641
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 5 4 0 4 4 0 6 6 0 0 4 3 4 0 5 2 0 6 3 6 6 4 4 3 0
split_gain=9.40289e+11 9.74136e+12 3.92951e+13 6.92817e+13 7.58706e+13 6.15951e+13 4.81844e+13 5.47969e+13 5.3627e+13 4.32896e+13 4.5177e+13 4.14218e+13 5.66471e+13 4.10937e+13 6.27128e+13 8.90731e+13 3.84856e+13 3.77795e+13 3.42186e+13 4.19046e+13 3.04524e+13 5.31878e+13 2.89929e+13 2.72334e+13 2.59559e+13 5.52804e+13 3.91928e+13 2.427e+13 2.41574e+13 2.40406e+13
threshold=10.500000000000002 38.989878900000008 38.977585500000011 45.125532050000011 88.825000000000003 3.5000000000000004 19.500000000000004 45.067157700000003 24.500000000000004 14.500000000000002 45.015054600000006 82.905000000000015 76.00500000000001 45.047736150000013 45.040161900000008 16.500000000000004 8.5000000000000018 20.500000000000004 45.067157700000003 2.5000000000000004 915.50000000000011 55.303261650000003 65.00500000000001 10.500000000000002 59.815000000000005 52.330000000000005 14.500000000000002 16.500000000000004 10.500000000000002 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 9 29 -6 -11 12 18 14 -13 -16 -7 -14 24 22 21 -3 -20 27 25 -4 -26 -12 -18 -8
right_child=1 20 3 -5 5 16 8 -9 -10 10 23 13 17 -15 15 -17 28 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=37.177526979521161 124.49206257284152 170923.07208658857 28572.576579921781 -24946.522972441373 -114382.47218750001 -49647.551339285717 -124087.55315448114 -43589.225500000932 55589.959495192314 -97609.537351190476 64812.272025240389 8087.0397886214723 -2362.8159219144572 10488.523416785038 33447.014101562498 314152.19215745194 167800.61222908268 -68848.392789713544 11064.789269642413 63060.070305777284 -328.98017892991015 17729.031981762037 -18782.504222015777 102561.8214765625 -35530.582463469327 -22540.961398973654 54216.441618930228 -41144.081566722976 34165.745963541667 -26347.977817234852
leaf_weight=2547999 754098 24 1243 584 20 21 106 263 26 21 52 31 297 66 20 26 31 120 2104 138 764752 407 385 75 54 255 492 37 24 33
leaf_count=2547999 754098 24 1243 584 20 21 106 263 26 21 52 31 297 66 20 26 31 120 2104 138 764752 407 385 75 54 255 492 37 24 33
internal_value=0 -62.0842 191.346 7918.89 11150.1 -19548.1 -29761.1 -13379 -76226.8 25378.5 40487.8 15310.9 13819.1 68390.5 118021 192106 65515.8 -21495.4 16971.7 9421.9 -314.004 26259.6 6447.99 58171 26675 19871.7 45340.4 20763 109487 -100883
internal_weight=0 1.5258e+06 760622 6524 5940 709 633 468 165 205 185 5231 5088 143 77 46 76 417 4671 2627 765183 431 2489 164 2044 1498 546 89 55 139
internal_count=4073804 1525805 760622 6524 5940 709 633 468 165 205 185 5231 5088 143 77 46 76 417 4671 2627 765183 431 2489 164 2044 1498 546 89 55 139
is_linear=0
shrinkage=0.1


Tree=2642
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 1 4 6 2 6 1 1 4 5 1 4 0 1 6 1 6 0 1 7 6 1 1 1 4 6
split_gain=9.40479e+11 2.02992e+13 1.78253e+13 2.56229e+13 3.17522e+13 5.53819e+13 2.795e+13 2.15021e+13 2.13041e+13 1.89427e+13 1.65668e+13 2.37423e+13 1.53088e+13 1.47121e+13 1.38671e+13 1.33878e+13 1.22807e+13 2.78855e+13 2.43063e+13 2.45815e+13 2.8628e+13 2.85806e+13 3.88044e+13 3.02846e+13 2.88798e+13 2.75894e+13 2.75075e+13 5.70608e+13 4.34313e+13 3.20407e+13
threshold=55.214863500000007 55.303261650000003 3.5000000000000004 61.273924650000005 15.500000000000002 37.897576350000001 5.5000000000000009 53.995000000000012 5611.5000000000009 86.920000000000016 37.897576350000001 37.804148700000006 13.500000000000002 2.5000000000000004 38.657016300000002 15.500000000000002 55.123213100000008 61.511492200000006 37.310000000000009 61.273924650000005 58.995000000000012 55.173955500000005 61.29689960000001 6.0000000000000009 59.245000000000012 61.400814300000008 61.335446300000008 61.381045500000006 15.500000000000002 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=16 2 10 4 6 -6 -4 14 9 -5 11 -2 -9 -7 -8 -11 -1 18 -18 20 -20 22 -21 25 -25 -23 28 -28 -24 -30
right_child=1 -3 3 8 5 13 7 12 -10 15 -12 -13 -14 -15 -16 -17 17 -19 19 21 -22 23 26 24 -26 -27 27 -29 29 -31
leaf_value=-5.9314106719387123 -12426.367027562979 -20.155937062204686 -8038.6844313320435 -1003.2697055791012 -20503.81248001504 63025.673309151782 40621.85848357372 -36892.912457878985 -32056.078427445944 -21013.33574738407 1397.6232113909618 48566.053931864757 -87701.957218535958 160276.76906250001 -20630.240060351425 -100753.31494565218 -1492.3968452498823 -3674.5998422883113 2244.6422305885949 17215.703092687723 -9009.0542238408107 4416.6038889863803 8517.5111563672344 1754.8300222897067 -13455.896607287785 -3533.4143952765962 20653.23354103354 3764.3666185511233 -8414.8183049673498 -46663.762344196868
leaf_weight=1980158 98 1983143 2195 9820 113 70 39 316 237 249 2043 183 73 20 707 23 17915 10583 5978 2770 3635 21915 934 2570 2427 5451 2269 16905 629 336
leaf_count=1980158 98 1983143 2195 9820 113 70 39 316 237 249 2043 183 73 20 707 23 17915 10583 5978 2770 3635 21915 934 2570 2427 5451 2269 16905 629 336
internal_value=0 -48.9425 -3575.94 -4934.73 -12285.9 26110.4 -14626.6 -27367.2 -2420.28 -1724.31 4528.89 27294.7 -46427.8 84637 -17428.1 -27756.1 47.1696 1162.01 1773.3 2662.18 -2010.76 3461.4 6088.57 1525.87 -5632.89 2833.05 4625.93 5762.95 -6854.44 -21732.6
internal_weight=0 1.99933e+06 16186 13862 3533 203 3330 1135 10329 10092 2324 281 389 90 746 272 2.07448e+06 94317 83734 65819 9613 56206 23843 32363 4997 27366 21073 19174 1899 965
internal_count=4073804 1999329 16186 13862 3533 203 3330 1135 10329 10092 2324 281 389 90 746 272 2074475 94317 83734 65819 9613 56206 23843 32363 4997 27366 21073 19174 1899 965
is_linear=0
shrinkage=0.1


Tree=2643
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 0 6 0 4 0 6 7 4 1 1 0 1 1 1 6 1 4 4 0 6 6 3 6
split_gain=9.55138e+11 9.15319e+12 5.00641e+13 3.35478e+13 5.03094e+13 9.3363e+13 6.55225e+13 6.51567e+13 5.91871e+13 5.22014e+13 4.81133e+13 4.73595e+13 6.46563e+13 4.91974e+13 7.77588e+13 8.00565e+13 7.19132e+13 5.28099e+13 6.58087e+13 4.19893e+13 7.09799e+13 4.08552e+13 1.27606e+14 1.82169e+14 2.92605e+14 1.58508e+14 1.10806e+14 1.01386e+14 9.11319e+13 7.77523e+13
threshold=55.046782850000007 55.123213100000008 38.430814800000007 38.782330450000011 82.901648750000021 8.5000000000000018 7.5000000000000009 55.111813300000001 91.02500000000002 55.080855950000007 15.500000000000002 55.111813300000001 39.025000000000013 6.0000000000000009 23.500000000000004 82.648284550000014 82.860505900000007 55.061158000000006 59.999510900000011 61.400814300000008 82.895858600000011 67.91500000000002 82.906746050000024 11.500000000000002 9.5000000000000018 55.102137100000007 52.610000000000007 73.995000000000019 2.5000000000000004 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 -2 10 5 6 -5 21 11 -8 -4 12 -7 16 15 -15 17 18 -14 -10 -21 26 23 24 25 -23 -6 -24 -26 -30
right_child=1 -3 3 4 7 8 9 -9 19 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 22 27 -25 28 -27 -28 -29 29 -31
leaf_value=52.91454772562517 -17974.125619459886 5.0489021562060152 7222.169264340052 640.98502114690018 2726.1322959136542 3368.6452925028893 10307.147202280406 -9430.2837614489381 -110967.75213660039 131218.89540307972 113574.5651526163 1767.7247529041165 -93783.113870031855 -1919.0372398889867 6182.3411951479711 -42695.94072086551 296.78659292543921 -16315.287373304724 -3953.7248308195894 15576.480277113747 -47014.662594255293 -12242.021754807693 17781.35786536149 15009.970723167016 134281.95651041667 143972.75274241233 -6331.9480423246505 -2473.0961777663629 239225.35425646554 495520.72671875008
leaf_weight=1856607 1690 2093646 3954 15194 43917 2431 74 6362 66 69 43 3708 206 639 644 1953 3332 2547 135 259 603 182 3196 1759 36 101 19502 10900 29 20
leaf_count=1856607 1690 2093646 3954 15194 43917 2431 74 6362 66 69 43 3708 206 639 644 1953 3332 2547 135 259 603 182 3196 1759 36 101 19502 10900 29 20
internal_value=0 -44.3089 -880.706 -643.65 -949.196 -4343.65 1275.08 308.273 -9559.08 68649.2 8366.32 -8099.09 -11176.9 -14916.4 -24916.6 -32643.3 -9713.7 -21263.2 -58220.2 -34094.2 -28208.3 1086.21 5564.34 28395.8 92378.5 43509.5 -59.3213 2119.22 255084 343836
internal_weight=0 2.2172e+06 123551 121861 117864 31860 15337 86004 16523 143 3997 15595 11887 9456 3236 2592 6220 2888 341 928 862 79642 16223 2127 368 283 63419 14096 85 49
internal_count=4073804 2217197 123551 121861 117864 31860 15337 86004 16523 143 3997 15595 11887 9456 3236 2592 6220 2888 341 928 862 79642 16223 2127 368 283 63419 14096 85 49
is_linear=0
shrinkage=0.1


Tree=2644
num_leaves=31
num_cat=0
split_feature=6 6 0 1 6 3 6 6 3 1 4 1 1 3 3 6 4 1 4 4 4 0 0 4 4 6 2 1 6 6
split_gain=1.0581e+12 9.15197e+12 1.91623e+13 4.56939e+13 5.74558e+13 6.26023e+13 4.09085e+13 9.14815e+13 3.98341e+13 3.45325e+13 3.23876e+13 2.45444e+13 2.05477e+13 1.97128e+13 2.39815e+13 3.3475e+13 2.56925e+13 5.18095e+13 3.72689e+13 3.31821e+13 3.93154e+13 2.6412e+13 2.43607e+13 1.72134e+13 3.18933e+13 2.93734e+13 2.61162e+13 5.05758e+13 4.27644e+13 2.4673e+13
threshold=54.010000000000012 50.995000000000012 43.687280500000007 39.749243900000003 53.705000000000005 5.5000000000000009 51.015000000000008 51.805000000000007 1.5000000000000002 39.718675700000013 4.5000000000000009 39.723160900000003 39.723160900000003 16.500000000000004 8.5000000000000018 52.330000000000005 7.5000000000000009 39.712886600000012 10.500000000000002 9.5000000000000018 19.500000000000004 43.6005307 43.6005307 16.500000000000004 8.5000000000000018 53.995000000000012 2892.5000000000005 82.901648750000021 52.015000000000008 51.805000000000007
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 4 6 9 8 11 -3 -6 -11 -8 -7 14 16 -16 -9 18 -18 21 22 -19 -21 24 -4 26 28 29 -25 -28
right_child=-2 2 23 -5 5 12 7 13 -10 10 -12 -13 -14 -15 15 -17 17 19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=21.042676827925106 61.00600502420631 112331.75791015626 443.55957351265602 -396.05437953469578 -47721.393943166215 -150502.52506510419 98137.054401506699 21726.312132433875 -20666.168249673046 113527.49383928571 9443.505919397865 217750.89703663794 -46968.433765243906 123124.27407670455 -50653.618597560977 60930.76020019532 250646.07397017046 121947.28554067461 64400.145340401788 -55065.683240464161 120001.06956249999 5220.0664341517859 45762.933810177368 6128.7327311939825 -2326.7852213471556 6933.293671044632 -14039.370229633416 6909.8161321036578 -1804.7314710267206 -3716.5559368778299
leaf_weight=2169185 1674459 25 67686 4655 91 36 42 590 227 35 205 29 41 22 82 40 22 63 21 68 25 28 37 12042 107644 6863 3438 3420 15592 7091
leaf_count=2169185 1674459 25 67686 4655 91 36 42 590 227 35 205 29 41 22 82 40 22 63 21 68 25 28 37 12042 107644 6863 3438 3420 15592 7091
internal_value=0 -42.575 -642.151 4760.03 18641.8 -14159.5 28772.7 37316.8 -7471.93 4733.34 24622.4 146993 -95374 29514.2 27404.1 -14068.6 33328.8 59258.5 159689 39717.8 7298.38 86031.2 -19535.6 -796.267 -1257.3 872.232 -128.107 -3655.45 1652.41 -7087.23
internal_weight=0 2.39934e+06 230160 6384 1729 408 1321 1069 252 331 240 71 77 998 976 122 854 264 43 221 130 91 105 223776 175330 48446 41583 13949 27634 10529
internal_count=4073804 2399345 230160 6384 1729 408 1321 1069 252 331 240 71 77 998 976 122 854 264 43 221 130 91 105 223776 175330 48446 41583 13949 27634 10529
is_linear=0
shrinkage=0.1


Tree=2645
num_leaves=31
num_cat=0
split_feature=3 7 4 2 1 0 5 0 0 6 1 6 6 6 6 1 1 6 1 1 0 5 4 1 6 0 4 6 0 6
split_gain=9.81579e+11 1.15586e+13 4.64266e+13 3.61958e+13 4.20402e+13 8.06651e+13 3.39929e+13 7.09302e+13 5.32231e+13 4.49962e+13 4.35034e+13 4.26898e+13 3.77455e+13 3.28117e+13 4.0599e+13 3.19251e+13 2.95723e+13 4.40129e+13 4.13079e+13 3.52805e+13 7.30267e+13 3.03031e+13 2.90521e+13 5.88641e+13 2.88718e+13 4.38987e+13 4.9435e+13 4.79664e+13 4.45665e+13 2.75435e+13
threshold=7.5000000000000009 6.0000000000000009 12.500000000000002 2851.5000000000005 30.242318500000007 59.764576050000009 2.5000000000000004 59.91832440000001 44.249882500000005 67.445000000000007 39.939672500000007 35.305000000000007 73.41500000000002 55.805000000000007 103.03500000000001 30.260128500000004 37.563506350000004 142.05000000000004 39.873894000000007 37.488790500000007 55.728148450000006 3.5000000000000004 10.500000000000002 39.703507450000011 86.030000000000015 59.939085000000013 11.500000000000002 80.030000000000015 59.990753350000013 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 3 4 5 -3 8 16 10 -9 22 -12 -11 -7 -15 -14 19 18 -18 -8 -21 -20 23 29 25 27 28 -17 -27 -6
right_child=1 2 -4 -5 6 13 7 9 -10 12 11 -13 15 14 -16 24 17 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-32.74963956120299 -187.21132980931742 196949.87870718152 -74.187605688206929 1327.6211269372241 67766.566890625007 6982.7452337896339 -835.3909992932663 132628.06956129809 1913.4228538368307 -77709.100446428565 220143.75885416666 41209.865260416671 109577.36274334016 44606.389593091066 -83469.056250000009 -118366.173375 29377.59117915099 -116318.92218750001 -7962.4708234939581 30.235191206498584 -219850.92445652175 91911.28874206543 2287.6701753013158 17193.03246656515 12980.621016329567 239803.46079101565 45161.773169424021 75631.638506610572 63542.221153846156 212176.92085658485
leaf_weight=2818986 721862 26 413749 96816 25 855 1169 52 16904 28 24 30 61 515 26 25 1063 25 600 44 23 32 234 118 298 32 102 26 26 28
leaf_count=2818986 721862 26 413749 96816 25 855 1169 52 16904 28 24 30 61 515 26 25 1063 25 600 44 23 32 234 118 298 32 102 26 26 28
internal_value=0 73.573 426.792 2165.62 5789 22428.3 4660.62 13495.6 2825.75 43404.3 36424.7 120736 35645.8 19177.9 38451.2 41214.1 6918.9 15397.7 17340.4 -4880.11 -75451.4 -2905.57 25183.2 56514 33021.2 61325 87076.9 -19465.3 160790 144059
internal_weight=0 1.25482e+06 532956 119207 22391 1422 20969 3606 17363 650 459 54 598 1396 541 570 2956 1720 1695 1236 67 632 405 171 509 211 160 51 58 53
internal_count=4073804 1254818 532956 119207 22391 1422 20969 3606 17363 650 459 54 598 1396 541 570 2956 1720 1695 1236 67 632 405 171 509 211 160 51 58 53
is_linear=0
shrinkage=0.1


Tree=2646
num_leaves=31
num_cat=0
split_feature=3 4 3 5 5 2 1 0 3 6 0 6 0 5 4 7 6 3 6 1 5 0 4 4 5 6 5 4 7 0
split_gain=9.20123e+11 7.31307e+12 7.6744e+12 6.7246e+12 9.15907e+12 1.85382e+13 1.81532e+13 6.3271e+12 1.39539e+13 2.48816e+13 5.41709e+13 3.25783e+13 2.38048e+13 3.64221e+13 3.05508e+13 2.1924e+13 1.80878e+13 1.68815e+13 2.29301e+13 3.79938e+13 2.49504e+13 1.66226e+13 3.75422e+13 2.74904e+13 2.43197e+13 1.56876e+13 2.69529e+13 3.09387e+13 2.60622e+13 2.03501e+13
threshold=12.500000000000002 7.5000000000000009 19.500000000000004 7.5000000000000009 5.5000000000000009 2599.0000000000005 38.989878900000008 47.234875100000004 13.500000000000002 118.04500000000002 45.015054600000006 108.05000000000001 45.063245050000006 3.5000000000000004 16.500000000000004 6.0000000000000009 114.05000000000001 14.500000000000002 125.02000000000002 38.977585500000011 3.5000000000000004 43.6005307 20.500000000000004 13.500000000000002 1.5000000000000002 97.020000000000024 2.5000000000000004 15.500000000000002 6.0000000000000009 43.051287600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 15 21 13 14 -12 -11 -13 18 -10 20 -20 22 23 24 -3 26 28 -28 29 -25
right_child=1 3 -4 -5 5 6 -8 -9 17 10 12 16 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-16.9273551655467 49649.398081140353 23608.394673488452 -22347.737343750003 54198.504008152173 -106956.23320312501 -48595.978593750006 55317.573006465522 -35.339167944835189 -2253.4429936207425 -71418.078042534733 100739.53673780488 -82587.13481158088 -3396.6561166616589 18437.262969970703 251493.58187500003 43926.117307692308 5888.2760044642855 1225.7697709559698 120672.52406250002 -71829.341542616836 -33652.877698863638 3243.3190844044748 137434.2890625 -7413.9543054917276 -75338.806226490167 104926.97178861179 33632.853794642862 -140154.44171875002 -9191.9106409143533 80228.359751790369
leaf_weight=3615175 57 46 20 23 24 40 29 381180 14080 45 41 68 26 32 20 26 35 50686 20 111 22 11615 27 34 54 26 21 20 81 120
leaf_count=3615175 57 46 20 23 24 40 29 381180 14080 45 41 68 26 32 20 26 35 50686 20 111 22 11615 27 34 54 26 21 20 81 120
internal_value=0 133.431 30948.8 128.257 125.544 -31253.5 -4922.17 131.91 957.115 4040.04 39948.1 3478.37 81192.2 104841 150167 -29179.4 -52522.7 371.246 -2671.85 -41176.3 39835.4 3957.29 23287.9 15621.3 -29823.1 30669.2 23673.9 -51141.4 36726.7 60878.8
internal_weight=0 458629 77 458552 458529 93 69 458436 77256 12337 190 12147 119 93 61 71 103 64919 14233 153 42 12044 429 402 100 302 276 41 235 154
internal_count=4073804 458629 77 458552 458529 93 69 458436 77256 12337 190 12147 119 93 61 71 103 64919 14233 153 42 12044 429 402 100 302 276 41 235 154
is_linear=0
shrinkage=0.1


Tree=2647
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 6 3 6 6 6 1 0 0 1 1 4 1 4 1 6 6 0 6 6 7 3 1 0 1
split_gain=1.04137e+12 1.2743e+13 6.02052e+13 9.36117e+13 4.48089e+13 3.5346e+13 3.22028e+13 4.4718e+13 3.13957e+13 3.05915e+13 2.81079e+13 2.57544e+13 8.59617e+13 5.82833e+13 4.76108e+13 8.20512e+13 4.19454e+13 4.00132e+13 3.55606e+13 4.43391e+13 3.30202e+13 4.40051e+13 5.243e+13 3.20856e+13 3.12084e+13 2.97971e+13 2.80931e+13 2.68588e+13 5.3912e+13 4.95012e+13
threshold=45.059854000000009 45.073441650000007 38.927872750000006 38.965413050000002 6.5000000000000009 1.5000000000000002 189.00000000000003 13.500000000000002 63.705000000000005 59.815000000000005 65.410000000000011 39.018051150000005 45.063245050000006 45.067157700000003 38.97264950000001 38.977585500000011 9.5000000000000018 38.97264950000001 11.500000000000002 39.033214400000013 149.05000000000004 105.00500000000001 45.067157700000003 89.00500000000001 70.00500000000001 6.0000000000000009 4.5000000000000009 38.977585500000011 45.07004340000001 39.004719500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 -7 -10 12 14 18 26 -16 23 24 -13 -20 21 27 -23 -17 -14 -18 -11 28 -19 -29
right_child=1 -3 3 5 6 9 7 -9 10 11 -12 13 17 -15 15 16 25 20 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-152.50916983292959 -10515.178924739161 -7.9970774690918418 -4099.2778765189141 10259.325012675887 7369.8687089347241 1243.9923138383572 -181482.34 -8820.780719401042 41054.720124737112 40194.609171998032 15207.992589366455 -2917.9212512275421 -7112.4295787305955 -930.12413254903731 150270.51868872551 -4691.3190094227102 31940.030207689837 67344.278509963769 -40844.109073383086 -13289.511269101728 -71822.124265921462 96597.882276965727 -28021.943897405665 -116387.47380371095 -46181.530286694448 -17213.293068901119 -10582.628687454482 -26507.587887296071 363.93036521993662 511.07201900701659
leaf_weight=403392 3964 3606732 2226 3069 7329 25911 20 60 459 127 5048 1071 385 4634 51 131 1236 138 1005 1394 70 93 53 32 436 137 767 1079 930 1825
leaf_count=403392 3964 3606732 2226 3069 7329 25911 20 60 459 127 5048 1071 385 4634 51 131 1236 138 1005 1394 70 93 53 32 436 137 767 1079 930 1825
internal_value=0 16.7613 1419.04 2211.24 9004.36 -96.412 11262.7 -51986.2 11656.9 -862.145 17362.3 -4361.7 -134.476 -8268.66 15087.6 25484.9 21341.6 -7674.1 -18068.9 -24832.8 -3716.84 -2559.15 51359.2 -26619.4 -27860.5 27035.4 -3369.31 -4541.04 9018.69 -9527.89
internal_weight=0 3.67041e+06 63680 59716 15142 44574 12916 80 12836 41505 5507 15594 7490 8104 2481 1587 1536 5009 3470 2399 4188 4118 146 163 821 1373 894 3972 1068 2904
internal_count=4073804 3670412 63680 59716 15142 44574 12916 80 12836 41505 5507 15594 7490 8104 2481 1587 1536 5009 3470 2399 4188 4118 146 163 821 1373 894 3972 1068 2904
is_linear=0
shrinkage=0.1


Tree=2648
num_leaves=31
num_cat=0
split_feature=2 0 1 6 6 0 4 3 0 1 3 6 0 0 3 3 1 1 3 0 2 5 1 4 6 0 0 5 7 6
split_gain=9.5783e+11 5.81056e+12 2.28861e+13 5.73511e+12 5.55363e+12 1.23845e+13 2.88426e+13 2.74669e+13 3.63484e+13 3.5852e+13 1.86822e+13 1.78379e+13 1.76996e+13 9.34281e+13 3.39909e+13 3.23967e+13 4.6978e+13 5.13322e+13 2.95681e+13 2.91665e+13 2.71882e+13 2.83262e+13 6.64969e+13 2.58665e+13 4.46965e+13 3.59463e+13 3.00637e+13 2.43157e+13 3.09085e+13 2.0495e+13
threshold=3129.5000000000005 61.686687400000004 65.593879100000024 37.995000000000012 149.05000000000004 43.550475500000012 16.500000000000004 7.5000000000000009 43.051287600000009 43.80299105000001 9.5000000000000018 189.00000000000003 55.026775150000006 55.034466500000008 4.5000000000000009 3.5000000000000004 39.712886600000012 83.00362155000002 5.5000000000000009 54.724612400000005 6680.0000000000009 4.5000000000000009 47.899251850000006 2.5000000000000004 156.15000000000003 54.962581500000006 54.988402950000008 3.5000000000000004 6.0000000000000009 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -6 -9 12 14 18 15 16 19 23 -14 27 -17 -22 -23 -18 25 -25 -26 28 -7 -29
right_child=4 2 3 -5 5 11 -8 8 -10 -11 -12 -13 13 -15 -16 20 17 -19 -20 -21 21 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=-42.614199561372736 65.085866005995769 38671.913465507081 5035.4280312500005 -47770.361137863685 55478.300088778407 -94060.448221982762 121234.8714399858 -37399.081791923418 -93225.554661016955 2805.8339513074634 33717.38154931007 2057.7034617500481 188174.49504394532 -5338.5196091456964 -2343.7550963051563 -125427.63207547169 835.88342225609767 -2452.5927820121951 41341.0166015625 -45224.030429372484 -69243.014168722599 -84271.712390625005 160365.15390625002 36651.363611778848 -164413.79464062501 -90884.083946078434 -37788.414000000004 121517.99618055555 47446.914441287881 33754.87572667739
leaf_weight=2228439 1836680 53 25 116 165 29 22 71 59 596 77 3018 32 2534 983 53 41 205 24 62 114 25 20 39 75 51 25 36 33 102
leaf_count=2228439 1836680 53 25 116 165 29 22 71 59 596 77 3018 32 2534 983 53 41 205 24 62 114 25 20 39 75 51 25 36 33 102
internal_value=0 -44.1208 -17349.8 -38407.6 53.2899 -2498.28 8014.1 5440.9 -26857 14226.3 -399.3 -3885.73 -7886.91 -2515.07 -15236.6 -29163.8 -18765.3 -38876 125246 14701.3 -63400.3 -42724.5 24455.8 -71199.8 -86744.4 -35618.7 -132757 33278.2 -18742 56649.6
internal_weight=0 2.22863e+06 194 141 1.84517e+06 8491 990 968 207 761 148 7501 4483 2590 1893 910 698 436 56 262 212 159 45 231 190 90 100 200 62 138
internal_count=4073804 2228633 194 141 1845171 8491 990 968 207 761 148 7501 4483 2590 1893 910 698 436 56 262 212 159 45 231 190 90 100 200 62 138
is_linear=0
shrinkage=0.1


Tree=2649
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 6 1 0 6 4 4 1 1 4 6 4 4 6 0 6 6 0 4 0 2 4 6 6 6
split_gain=8.71179e+11 8.85095e+12 2.13775e+13 3.88711e+13 3.18474e+13 5.03382e+13 6.33976e+13 4.31739e+13 3.97083e+13 3.53554e+13 3.18042e+13 4.17114e+13 7.40406e+13 7.31992e+13 1.31206e+14 9.21638e+13 6.90148e+13 5.81797e+13 5.08685e+13 5.0712e+13 6.55988e+13 4.87468e+13 4.03724e+13 6.01277e+13 3.94971e+13 7.60754e+13 5.98034e+13 5.63982e+13 5.43355e+13 5.359e+13
threshold=56.128722100000005 56.324067350000007 43.932356550000009 2851.5000000000005 56.262014700000009 2865.5000000000005 74.015000000000015 43.80299105000001 56.288960650000007 94.02500000000002 13.500000000000002 17.500000000000004 44.064675150000006 43.997056950000008 24.500000000000004 41.505000000000003 20.500000000000004 23.500000000000004 77.565000000000012 56.288960650000007 70.50500000000001 66.010000000000005 56.262014700000009 16.500000000000004 56.262014700000009 2911.0000000000005 9.5000000000000018 120.05000000000001 93.050000000000011 118.04500000000002
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 -4 7 -6 8 -2 -7 -9 24 12 22 14 16 -16 19 -18 -17 20 21 -13 23 -12 25 28 29 -28 -5 -26
right_child=1 -3 3 10 5 6 -8 9 -10 -11 11 13 -14 -15 15 18 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-27.590992224389222 -1860.6818726889462 -11.963496101416064 -27250.834851652886 -9022.7598645644612 1762.9903517438795 884.83789387083709 -41838.165182649362 6649.1828428376239 -12794.555843710223 65885.290736060051 -42235.689123106844 35327.642294048273 1354.2070669199293 -2009.2526032968563 -8387.4616471998761 80190.227910383372 -46336.466068680042 14842.824626885777 183003.47614667341 964.2619366329377 110355.29745000001 -122057.79724702382 -26537.986139524055 19410.01716351094 3318.9096806327457 3951.4731653496078 20640.28812774488 -43149.82129720052 -70708.102993362016 32996.815643233291
leaf_weight=3004321 12812 975160 443 4062 8098 3707 554 8280 4963 102 228 313 4256 5701 101 215 335 290 62 437 125 21 2108 517 16321 15653 3695 144 148 632
leaf_count=3004321 12812 975160 443 4062 8098 3707 554 8280 4963 102 228 313 4256 5701 101 215 335 290 62 437 125 21 2108 517 16321 15653 3695 144 148 632
internal_value=0 77.5068 1002.5 2253.18 -809.649 -3990.36 -9041.37 1789.96 -6945.71 7370.02 2489.25 -1495.43 -7001.45 3654.88 20659.2 73386.2 7555.45 -17949.3 103203 25346.1 48559.4 25432.2 -19466.1 543.949 3930.92 741.94 6977.4 18247.5 -11191.3 4425.29
internal_weight=0 1.06948e+06 94323 55807 38516 17322 9224 21194 8670 8382 55364 14709 7109 7600 1899 378 1521 625 277 896 459 334 2853 745 40655 19863 20792 3839 4210 16953
internal_count=4073804 1069483 94323 55807 38516 17322 9224 21194 8670 8382 55364 14709 7109 7600 1899 378 1521 625 277 896 459 334 2853 745 40655 19863 20792 3839 4210 16953
is_linear=0
shrinkage=0.1


Tree=2650
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 6 0 0 0 1 1 0 1 3 1 5 6 3 6 0 0 6 5 0 6 6 0 1 4 6
split_gain=8.45526e+11 2.68646e+12 1.07398e+13 3.55826e+13 7.96419e+12 7.18126e+12 1.55355e+13 1.60056e+13 7.08045e+12 5.91124e+12 2.55294e+13 1.47347e+13 2.15256e+13 2.298e+13 1.39186e+13 1.3162e+13 1.20606e+13 3.15004e+13 1.08504e+13 1.0089e+13 2.32256e+13 2.48717e+13 1.77823e+13 8.98328e+12 5.6118e+12 5.30735e+12 5.06322e+12 5.55059e+12 8.12477e+12 8.31243e+12
threshold=2.5000000000000004 28.601854300000003 54.724612400000005 54.73499850000001 20.507515800000004 83.820000000000007 54.810424650000009 54.947759400000002 55.026775150000006 30.370944000000005 30.303340300000002 60.002985000000002 30.323041000000003 1.5000000000000002 30.410676000000006 2.5000000000000004 64.805000000000021 1.5000000000000002 44.820000000000007 59.963561900000009 59.905532300000012 65.410000000000011 3.5000000000000004 60.01610465000001 72.50500000000001 95.045000000000016 58.603553700000006 30.084656550000002 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 2 4 -4 25 6 -5 -8 -9 10 19 12 13 -12 16 -14 18 -18 -11 20 22 -22 26 24 -21 -1 -3 28 -28 -30
right_child=-2 9 3 5 -6 -7 7 8 -10 14 11 -13 15 -15 -16 -17 17 -19 -20 23 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=11584.202887228392 -7.6658218754474952 -25319.399142361672 104411.46830459224 73340.871428571438 -45168.573875177564 -39208.319683837894 -83521.965234375006 66468.322812500002 4568.3785117820462 56021.555989583343 -50997.989583333336 14052.537504882814 -60148.755556052078 -187390.39252232143 281.82634179143105 12042.963552989131 156995.38141983698 -12403.710277157739 -22337.492405523255 -24340.385110294119 18263.268010066105 121827.46856208571 83351.200553385424 -6763.3926104467628 -90088.500595238103 -44131.078422619052 69136.236904761914 -12779.031886500634 10972.552934394727 -47988.450231481489
leaf_weight=92 3961637 97 41 35 55 32 20 20 243 30 30 40 56 21 110080 46 23 21 43 34 78 33 24 477 21 21 21 197 209 27
leaf_count=92 3961637 97 41 35 55 32 20 20 243 30 30 40 56 21 110080 46 23 21 43 34 78 33 24 477 21 21 21 197 209 27
internal_value=0 270.75 7185.87 16271.6 -13960 5946.59 10490.5 2717.47 9275.6 236.115 -6195.4 -39986.5 -54114.3 -107160 318.466 -27591.7 34791 76145.8 9864.86 -840.981 7173.84 49052.6 -910.584 -11175.9 -49444.2 1230.04 -4580.79 -149.852 9530.88 4227.01
internal_weight=0 112167 559 391 168 350 318 283 263 111608 1411 193 153 51 110197 102 117 44 73 1218 686 111 575 532 55 113 551 454 257 236
internal_count=4073804 112167 559 391 168 350 318 283 263 111608 1411 193 153 51 110197 102 117 44 73 1218 686 111 575 532 55 113 551 454 257 236
is_linear=0
shrinkage=0.1


Tree=2651
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 6 7 0 6 6 3 0 6 0 6 1 6 1 6 6 3 3 1 0 3 7 7 3 3
split_gain=8.35849e+11 6.236e+12 1.9089e+13 1.61967e+13 1.4031e+13 1.70099e+13 1.92953e+13 1.73924e+13 1.56399e+13 1.42672e+13 1.38198e+13 2.72096e+13 1.77776e+13 1.88784e+13 1.94508e+13 1.35842e+13 1.33208e+13 1.27731e+13 1.56712e+13 1.94516e+13 2.59318e+13 7.48773e+13 2.8857e+13 2.4133e+13 1.40616e+13 1.2518e+13 1.26021e+13 1.19871e+13 1.15002e+13 3.57107e+13
threshold=83.000013850000016 83.00362155000002 55.043091000000011 55.030407050000001 9.5000000000000018 55.013931500000005 64.805000000000021 6.0000000000000009 55.014086100000007 86.920000000000016 63.855000000000011 1.5000000000000002 55.012854300000008 87.015000000000015 55.013931500000005 47.805000000000007 83.002084650000015 42.875000000000007 83.003420700000007 58.005000000000003 52.990000000000002 3.5000000000000004 1.5000000000000002 83.002084650000015 55.012854300000008 1.5000000000000002 6.0000000000000009 6.0000000000000009 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 10 15 -7 9 -9 -8 17 -12 -13 -14 -15 16 -6 28 19 20 23 22 -22 -19 25 -21 -27 -25 -2 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 12 13 14 -16 -17 -18 18 -20 24 21 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=16.411672975445715 -3999.9186164027169 50.278270394959549 -24920.730960147939 11917.76079647772 12806.50374838083 -5142.6518205293096 -65056.825000000004 20371.151861143691 1955.0825257107674 -5237.8241508539577 6039.4940311554947 7566.2722402642703 -14540.201955294193 -21347.911752457159 -2940.9118330560673 -15219.311014363688 -20011.350884271978 -1082.9655205281986 5016.9861972064073 79734.947017045459 -5422.4966398665056 -3169.3677602098142 52826.793097624235 2437.1694444803229 -4095.3907262991474 -3954.0672162745491 11332.945203427102 13114.504062247563 12063.041672387953 -2095.5590080527304
leaf_weight=3601077 11111 383413 329 992 386 6034 43 826 1044 548 2573 980 2296 620 7751 2014 182 11788 8733 22 103 897 488 2117 11151 1047 1112 2089 2174 9864
leaf_count=3601077 11111 383413 329 992 386 6034 43 826 1044 548 2573 980 2296 620 7751 2014 182 11788 8733 22 103 897 488 2117 11151 1047 1112 2089 2174 9864
internal_value=0 -125.019 -877.545 -788.651 -931.898 -4259.39 -2098.98 5363.64 10089.7 -9590.14 -452.692 -3267.26 -5323.27 -6507.45 -4304.23 -11367.3 2290.92 185.677 1277.72 217.97 2412.07 15039 42675.1 1237.32 -2659.11 4684.32 3919.56 7740.3 -1679.93 461.41
internal_weight=0 472727 89314 88985 87993 11077 8495 2461 1870 591 76916 14220 11647 10667 8371 2582 568 62696 39547 30814 17482 1488 591 15994 13332 2181 2159 4206 23149 12038
internal_count=4073804 472727 89314 88985 87993 11077 8495 2461 1870 591 76916 14220 11647 10667 8371 2582 568 62696 39547 30814 17482 1488 591 15994 13332 2181 2159 4206 23149 12038
is_linear=0
shrinkage=0.1


Tree=2652
num_leaves=31
num_cat=0
split_feature=2 1 4 0 7 0 6 4 6 6 4 1 6 4 0 0 0 1 6 6 1 0 1 1 1 6 0 1 6 6
split_gain=8.89123e+11 5.05789e+12 6.74552e+12 8.48358e+12 1.02619e+13 9.16659e+12 8.25307e+12 7.36563e+12 8.8873e+12 6.40478e+12 4.99487e+12 2.13477e+13 1.69483e+13 9.93338e+12 4.34319e+13 7.46846e+13 1.55763e+14 8.84957e+13 8.14457e+13 6.63106e+13 6.44581e+13 4.85542e+13 2.24346e+14 5.86005e+13 5.82735e+13 8.23027e+13 7.3307e+13 4.63177e+13 6.59126e+13 1.14477e+14
threshold=3129.5000000000005 91.443676550000006 6.5000000000000009 53.715816400000008 6.0000000000000009 52.960348700000004 63.855000000000011 3.5000000000000004 59.815000000000005 118.04500000000002 16.500000000000004 86.020047450000007 105.00500000000001 15.500000000000002 59.990753350000013 59.933037250000005 59.939085000000013 30.425503950000003 54.010000000000012 83.010000000000005 30.242318500000007 59.905532300000012 30.370944000000005 30.410676000000006 30.438492500000006 106.49500000000002 59.91832440000001 30.303340300000002 81.02500000000002 92.02500000000002
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 10 3 5 7 -3 -4 8 -5 -9 13 -12 -13 -1 15 21 17 18 -17 -20 -18 -15 -23 -24 26 -26 -25 -16 -29 -30
right_child=-2 2 6 4 -6 -7 -8 9 -10 -11 11 12 -14 14 27 16 20 -19 19 -21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=-60.761002673877307 51.343063586248718 34056.566380994074 3895.6593122723166 21750.448236575074 83558.860468750005 -8354.5011152285624 -17129.185730604189 7784.7984175172969 92892.619744318188 64903.827519531245 173.728739669226 20570.994260580017 115891.56848144531 -941.68833012961659 -806.9915682745127 -30869.34063668891 25736.765856816968 38165.373502316092 -98612.210533338497 55481.528333333335 -9467.5767566571285 155619.54477450284 53191.151152537139 -190933.09583333333 -3208.8142443374518 169001.04978448278 -19752.04805282965 12778.035204705171 136241.70508203126 7619.2613949092747
leaf_weight=1422317 1845171 58 586 87 20 420 274 1064 22 20 648260 277 20 145019 2267 589 628 113 404 30 3027 110 202 36 645 29 82 1747 125 155
leaf_count=1422317 1845171 58 586 87 20 420 274 1064 22 20 648260 277 20 145019 2267 589 628 113 404 30 3027 110 202 36 645 29 82 1747 125 155
internal_value=0 -42.5089 4407.71 8074.86 12521.2 -3208.39 -2802.95 11330.3 36109.4 8838.66 -47.6087 186.009 26989.9 -143.654 -903.283 -1185.46 -13471.1 -45813.6 -55089.9 -87960.6 -3418.79 -782.641 20109.5 5113.38 -7148.88 4200.81 -71976.8 9013.73 19997.3 65040
internal_weight=0 2.22863e+06 2551 1691 1213 478 860 1193 109 1084 2.22608e+06 648557 297 1.57752e+06 155208 150914 4791 1136 1023 434 3655 146123 1104 994 792 674 118 4294 2027 280
internal_count=4073804 2228633 2551 1691 1213 478 860 1193 109 1084 2226082 648557 297 1577525 155208 150914 4791 1136 1023 434 3655 146123 1104 994 792 674 118 4294 2027 280
is_linear=0
shrinkage=0.1


Tree=2653
num_leaves=31
num_cat=0
split_feature=0 6 5 1 0 0 1 5 4 0 4 1 0 1 1 0 6 4 3 6 4 7 6 1 6 6 4 3 4 3
split_gain=8.91745e+11 8.75833e+12 1.665e+13 2.69436e+13 1.24821e+14 6.92391e+13 7.39514e+13 6.96689e+13 7.50289e+13 6.39519e+13 5.89101e+13 4.87746e+13 4.72687e+13 6.20181e+13 4.58717e+13 4.74909e+13 4.44896e+13 4.36977e+13 4.28827e+13 4.24988e+13 4.34204e+13 4.29547e+13 3.91645e+13 3.24255e+13 3.231e+13 3.10003e+13 2.99598e+13 2.85305e+13 2.7805e+13 2.5748e+13
threshold=59.963561900000009 65.410000000000011 2.5000000000000004 30.315889700000003 59.990753350000013 59.982409200000006 30.303340300000002 1.5000000000000002 12.500000000000002 59.990753350000013 4.5000000000000009 30.242318500000007 59.982409200000006 30.425503950000003 30.303340300000002 60.002985000000002 101.02000000000002 13.500000000000002 6.5000000000000009 70.00500000000001 15.500000000000002 6.0000000000000009 83.010000000000005 30.389265100000003 71.030000000000015 86.030000000000015 21.500000000000004 10.500000000000002 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 -2 3 4 5 6 29 -7 10 12 -9 -10 13 16 -6 -16 -5 18 -8 21 -21 -14 -15 -23 -19 -11 27 -17 -26 -3
right_child=1 2 -4 9 14 7 17 8 11 25 -12 -13 19 22 15 26 -18 24 -20 20 -22 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=10.829555679907934 143.24004551207781 7072.44515061937 -323.16937804653696 -6064.8515243316115 -9738.8241920019445 -80037.492767857155 -50036.182140283679 -51530.024147727272 10897.608893694196 1156.6273792837176 119787.91704037595 137834.77584821428 -93404.646991277157 -27331.314136202833 -83030.039828725974 65475.486768617033 144384.73826904298 116343.9096623628 -203839.66718750002 -66850.432016992185 23178.117389322917 -9080.8825742917652 -153440.5730978261 116414.12414772727 33536.017646484375 -25422.615959990533 22290.489486069277 199483.13020833334 -95068.736045258629 73126.457072327627
leaf_weight=3866640 161577 111 34195 1140 3631 35 103 22 224 3866 229 35 59 53 26 47 20 23 22 500 60 321 46 22 40 495 83 24 29 126
leaf_count=3866640 161577 111 34195 1140 3631 35 103 22 224 3866 229 35 59 53 26 47 20 23 22 500 60 321 46 22 40 495 83 24 29 126
internal_value=0 -202.13 -1426.25 -4737.32 951.658 32415.3 3570.78 56443.6 65809.9 -8894.71 104772 28051.3 -22707 -9954.78 -7296.09 41979.3 -3470.89 -38607.6 -77105.6 -39396.3 -57204.5 -14588.9 -85927.5 -1031.64 13699.5 -1860.28 63084.8 110774 -20515.3 42189.8
internal_weight=0 207164 45587 11392 4810 999 454 545 510 6582 251 259 2221 1259 3811 180 1160 217 125 962 560 402 99 343 92 4361 154 71 69 237
internal_count=4073804 207164 45587 11392 4810 999 454 545 510 6582 251 259 2221 1259 3811 180 1160 217 125 962 560 402 99 343 92 4361 154 71 69 237
is_linear=0
shrinkage=0.1


Tree=2654
num_leaves=31
num_cat=0
split_feature=1 4 0 0 6 4 0 4 6 7 0 6 6 6 6 6 6 3 6 4 4 2 0 0 6 6 6 2 7 0
split_gain=8.88357e+11 6.66727e+12 2.36925e+13 5.79634e+13 6.11695e+13 1.86152e+13 2.67551e+13 1.77569e+13 1.58809e+13 1.58225e+13 1.42363e+13 1.19085e+13 1.17573e+13 1.0804e+13 1.02193e+13 9.45274e+12 9.73905e+12 9.35766e+12 1.62672e+13 2.01682e+13 9.02276e+12 7.6353e+12 7.33792e+12 7.6183e+12 6.8569e+12 7.18588e+12 6.78562e+12 6.3699e+12 3.61834e+13 3.14879e+13
threshold=92.90968070000001 14.500000000000002 56.006509350000009 56.105603650000006 112.00500000000001 24.500000000000004 56.041614100000011 17.500000000000004 134.05000000000004 6.0000000000000009 55.988910100000005 55.405000000000008 36.905000000000008 65.805000000000021 122.65000000000002 50.995000000000012 41.365000000000002 11.500000000000002 88.825000000000003 21.500000000000004 17.500000000000004 1696.0000000000002 56.067362750000008 56.020150250000007 84.810000000000016 87.395000000000024 66.50500000000001 5160.5000000000009 6.0000000000000009 56.041614100000011
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 11 -7 -6 10 20 12 15 -3 -8 -14 16 -4 18 22 -20 -5 -2 23 -13 -11 -26 -19 28 29 -23
right_child=1 2 3 9 7 6 13 -9 -10 24 -12 17 14 -15 -16 -17 -18 26 19 -21 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.0647685170847243 36669.543519176135 -18066.17086954512 9654.0267712673613 -16146.980182362922 -127153.06098958333 36859.49439376028 -17958.487064839457 -27380.179496626424 80710.179882812503 3191.4505670437284 -15402.631400590908 25302.285971378937 1846.171151553486 -89991.358333333337 -66516.236505681823 -1600.1804334178476 36396.087735224188 43768.466049890354 141799.50338101774 35109.791773897065 -66963.407689144748 -6493.5801693558551 -306.50748092296516 55635.182017303319 -58024.144729132408 11869.620296223959 13198.689686401367 -49.996283108029317 14534.144624019546 1033.7927561714384
leaf_weight=3982649 55 338 225 434 30 95 91 44 23 1125 732 138 3613 27 22 161 345 114 37 34 38 11718 43 207 38 24 200 59380 1254 10570
leaf_count=3982649 55 338 225 434 30 95 91 44 23 1125 732 138 3613 27 22 161 345 114 37 34 38 11718 43 207 38 24 200 59380 1254 10570
internal_value=0 -308.666 2415.53 8716.56 21191.6 25028.3 -2640.08 -67828.6 -2182.3 -4751.09 -2587.51 28946.7 -226.405 -34440.6 1432.42 19796.4 25840 37599.8 46700.1 90708.7 -20238.1 -577.157 38647 43502 1407.19 -30968.5 24297.3 -601.861 -1993.83 -2923.75
internal_weight=0 91155 8178 3450 1791 1717 213 74 4728 1659 4705 1504 3973 118 3635 731 570 773 459 71 472 82977 388 345 1187 62 314 82922 23542 22288
internal_count=4073804 91155 8178 3450 1791 1717 213 74 4728 1659 4705 1504 3973 118 3635 731 570 773 459 71 472 82977 388 345 1187 62 314 82922 23542 22288
is_linear=0
shrinkage=0.1


Tree=2655
num_leaves=31
num_cat=0
split_feature=3 4 0 0 6 1 5 1 0 6 6 6 0 3 6 1 0 7 1 6 6 1 1 0 4 1 2 6 1 1
split_gain=8.7204e+11 4.60484e+12 8.98506e+12 3.4096e+13 3.33193e+13 1.99873e+13 8.37957e+13 7.58278e+13 2.72635e+13 2.44388e+13 5.64748e+13 2.8233e+13 2.44128e+13 2.4365e+13 3.2012e+13 3.40329e+13 2.41828e+13 2.37375e+13 2.17021e+13 2.96819e+13 2.7344e+13 1.88356e+13 3.18369e+13 3.98464e+13 4.3764e+13 3.74768e+13 3.72227e+13 3.50852e+13 2.92935e+13 5.87857e+13
threshold=17.500000000000004 24.500000000000004 55.768246800000007 55.696737300000009 120.05000000000001 37.401708450000008 3.5000000000000004 37.543519500000009 55.568628050000008 53.310000000000009 55.805000000000007 48.410000000000004 55.649510000000014 20.500000000000004 116.05000000000001 37.374856000000008 55.520061350000013 6.0000000000000009 37.46219940000001 79.015000000000015 75.605000000000004 37.924401400000008 37.768783500000005 55.753967500000009 20.500000000000004 37.804148700000006 75.000000000000014 67.00500000000001 37.702956500000006 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 16 11 12 -10 -11 14 15 -2 -7 -17 19 -12 -20 22 23 28 -25 -24 27 -27 29 -5
right_child=1 -3 -4 4 -6 7 -8 -9 9 10 18 -13 -14 -15 -16 17 -18 -19 20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=8.9370341884598989 -898.56988246572803 -764.92976018761863 -861.61233478372469 -11654.160809640067 110981.14377441407 -10071.345265336471 -172816.1446875 597.6320413121606 -23975.780682027369 -84485.543191964287 -40617.433821281062 56073.620448022964 -238860.21523437501 27807.212824794908 130472.407109375 135657.47961774556 71360.622987432071 29798.561530172414 -34988.979833793645 -129005.51305555555 51003.451173753012 1367.8869631916386 128531.47856445314 108701.82440476189 -42544.832848837214 14726.230341641865 52055.275025651645 -125285.105125 -621.31627199498621 36180.31980515
leaf_weight=3927269 1482 78008 32089 350 32 176 25 28133 437 21 244 49 20 639 20 28 46 87 128 45 52 2053 44 21 215 63 217 25 820 966
leaf_count=3927269 1482 78008 32089 350 32 176 25 28133 437 21 244 49 20 639 20 28 46 87 128 45 52 2053 44 21 215 63 217 25 820 966
internal_value=0 -239.521 358.581 1433.14 9280.9 240.793 9257.81 -459.961 -24887.9 -31951.3 -47242.6 -15905 -159790 11275.5 4742.52 3167.94 6801.95 55572.9 -37403.7 -54380.3 -10146.7 8599.21 14055.3 9906.14 -29086.4 42255 29808.6 -25049.7 14214.3 23458.4
internal_weight=0 146535 68527 36438 4806 31632 2281 29351 1218 996 510 486 41 2256 1617 1597 222 115 469 289 180 4774 2721 2372 236 349 305 88 2136 1316
internal_count=4073804 146535 68527 36438 4806 31632 2281 29351 1218 996 510 486 41 2256 1617 1597 222 115 469 289 180 4774 2721 2372 236 349 305 88 2136 1316
is_linear=0
shrinkage=0.1


Tree=2656
num_leaves=31
num_cat=0
split_feature=1 4 4 1 1 7 1 4 0 6 1 0 2 0 0 1 6 3 6 0 6 5 6 1 6 6 0 0 2 4
split_gain=8.85106e+11 1.04759e+13 3.09709e+13 4.4953e+13 2.53377e+14 1.92483e+14 6.68434e+13 9.50362e+13 2.31908e+14 1.65164e+14 9.02836e+13 7.17884e+13 6.07472e+13 5.95211e+13 5.93641e+13 5.4659e+13 6.27259e+13 4.79411e+13 4.95074e+13 4.76728e+13 4.75759e+13 4.36875e+13 4.35936e+13 5.35247e+13 3.82132e+13 3.50375e+13 3.40147e+13 6.57498e+13 3.32912e+13 3.31297e+13
threshold=37.873748150000004 12.500000000000002 15.500000000000002 37.780517050000007 37.768783500000005 6.0000000000000009 37.649344350000007 14.500000000000002 55.660117850000006 55.805000000000007 37.702956500000006 55.685785750000008 75.000000000000014 55.60524465000001 55.696737300000009 37.682335600000009 61.805000000000007 3.5000000000000004 67.00500000000001 55.93962770000001 100.05000000000001 2.5000000000000004 82.00500000000001 37.729575300000008 65.00500000000001 41.990000000000002 55.579943700000008 55.520061350000013 75.000000000000014 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 14 29 19 10 11 13 -10 17 -9 -6 16 -11 -7 -19 26 -5 -15 23 24 -17 -16 27 -8 -22 -3
right_child=-2 2 -4 20 5 12 7 8 9 15 -12 -13 -14 21 25 22 -18 18 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-248.52510164669786 -27.540345560162098 4438.4958610527137 22.845910827593723 12218.278537080269 -10680.771107819608 -22771.175916466349 13904.33262688061 53619.663608070186 111212.2164117872 168300.34062500001 -22577.662523515748 16924.104331799266 15920.111552083334 1850.4245760830968 -27822.041644021741 227435.22893573111 -53701.013325892854 -70381.328480751676 -129150.96708105007 60740.372968807736 74083.944344815347 -152936.71085258151 197698.85828887197 75595.824222676732 84652.116958512939 116383.31345796131 6489.2823923226315 -35063.05746999105 -57531.248943128092 28.608346904378404
leaf_weight=507113 3019657 23515 445337 5515 639 130 505 357 97 20 727 482 75 88 23 53 35 447 211 148 22 23 82 143 29 63 5688 600 152 61828
leaf_count=507113 3019657 23515 445337 5515 639 130 505 357 97 20 727 482 75 88 23 53 35 447 211 148 22 23 82 143 29 63 5688 600 152 61828
internal_value=0 78.8907 382.413 1956.98 1445.19 -38167.7 2111.42 10269.9 28715.1 65846.9 -524.224 32720.2 -70078.3 33734 -183.132 118831 27026.8 -78263.4 -89226.9 4593.64 10593.9 -30222.6 135278 112530 176939 77816.8 3370.37 -12684.3 -40890.2 1243.69
internal_weight=0 1.05415e+06 547034 101697 96008 1588 94420 9077 2136 941 1195 579 863 468 725 362 55 788 658 6941 5689 111 307 225 82 86 6793 1105 174 85343
internal_count=4073804 1054147 547034 101697 96008 1588 94420 9077 2136 941 1195 579 863 468 725 362 55 788 658 6941 5689 111 307 225 82 86 6793 1105 174 85343
is_linear=0
shrinkage=0.1


Tree=2657
num_leaves=31
num_cat=0
split_feature=4 4 0 0 7 0 4 1 0 2 6 6 6 1 1 6 6 6 4 1 1 6 4 0 6 4 1 0 6 1
split_gain=9.44911e+11 8.30845e+12 3.45661e+13 1.21495e+14 1.62083e+14 6.25435e+13 7.57873e+13 6.14046e+13 5.28299e+13 8.34166e+13 4.67367e+13 7.375e+13 5.12983e+13 4.54171e+13 1.26114e+14 4.34693e+13 4.82798e+13 4.15434e+13 4.06096e+13 4.00322e+13 6.63609e+13 5.55065e+13 1.28463e+14 5.14157e+13 4.79835e+13 3.86011e+13 3.81058e+13 6.88905e+13 9.29351e+13 8.74579e+13
threshold=10.500000000000002 14.500000000000002 55.840017500000009 55.850146250000009 6.0000000000000009 55.79439725000001 13.500000000000002 37.618684050000006 55.82518790000001 75.000000000000014 80.720000000000013 80.030000000000015 93.050000000000011 37.586700500000006 37.649344350000007 88.825000000000003 79.015000000000015 92.02500000000002 12.500000000000002 37.517483500000004 37.618684050000006 68.515000000000015 11.500000000000002 55.801384500000005 41.705000000000005 11.500000000000002 37.858952300000006 59.939085000000013 78.605000000000004 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 19 13 11 -8 -12 -10 -15 16 26 -9 -6 23 21 24 -23 -7 -21 -11 27 -5 29 -29
right_child=1 -3 3 15 18 6 7 17 9 25 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=37.268788959748925 -987.48363223423075 55.969223186033481 2697.8535371167386 4539.6548140000987 9742.4325222190364 -18244.369964140697 -26315.62210687828 -9706.6973833940592 -43126.347453261464 -40540.387869107522 -102027.24773977988 157664.75411931821 11573.913207547172 -321349.58317871095 -40598.838069661462 6405.7924318722753 -7582.9678576798069 52412.78180629186 76466.615985789846 -10026.661601380532 7461.6354645702759 -53868.451367187503 180770.94191406251 31766.136749233861 -64206.522540356746 14515.052452685655 -1860.1170595675301 6004.4070660950765 70691.883883112125 -5684.1324834998322
leaf_weight=2547999 161944 1214233 1061 39793 109 266 2262 2777 229 177 159 22 53 24 48 10806 8282 112 559 322 2139 56 40 905 332 454 47951 9138 176 21376
leaf_count=2547999 161944 1214233 1061 39793 109 266 2262 2777 229 177 159 22 53 24 48 10806 8282 112 559 322 2139 56 40 905 332 454 47951 9138 176 21376
internal_value=0 -62.2365 -522.898 648.8 26992 -1469.74 -8995.81 -17224 -119.8 -21591.1 -28712.4 -24543.5 -73627 -64907.2 -134182 317.599 -201.585 -7298.47 65579 4809.07 -1512.81 -27107.9 43898 20405.9 -37530.8 -928.391 314.589 1794.09 -1765.85 -2183.78
internal_weight=0 1.5258e+06 311572 139251 1729 172321 10377 5385 4992 932 2496 2284 212 301 72 137522 126716 2889 668 4060 2889 750 96 1171 654 631 118434 70483 30690 30514
internal_count=4073804 1525805 311572 139251 1729 172321 10377 5385 4992 932 2496 2284 212 301 72 137522 126716 2889 668 4060 2889 750 96 1171 654 631 118434 70483 30690 30514
is_linear=0
shrinkage=0.1


Tree=2658
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 6 0 1 7 6 7 3 6 3 6 6 0 6 6 1 6 4 6 5 6 6 5 0 6 0
split_gain=1.27194e+12 1.46012e+13 3.51627e+13 3.12242e+13 2.29812e+13 2.96475e+13 2.07799e+13 3.49326e+13 1.99319e+13 1.77816e+13 1.67163e+13 1.49935e+13 2.74442e+13 3.56551e+13 1.96838e+13 1.34886e+13 1.32061e+13 1.60726e+13 1.41667e+13 1.30938e+13 2.19393e+13 1.27679e+13 1.23194e+13 1.47423e+13 1.35828e+13 1.22604e+13 2.90434e+13 1.23598e+13 1.21734e+13 1.21621e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.856552950000008 94.02500000000002 59.990753350000013 30.157841000000001 6.0000000000000009 38.995000000000012 6.0000000000000009 6.5000000000000009 55.805000000000007 12.500000000000002 59.815000000000005 86.920000000000016 59.963561900000009 40.205000000000005 48.410000000000004 30.205407000000005 69.015000000000015 22.500000000000004 62.375000000000007 1.5000000000000002 57.005000000000003 87.395000000000024 3.5000000000000004 59.982409200000006 60.910000000000004 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 22 7 28 29 -10 19 15 16 -14 -15 -9 -13 -18 -19 -3 -21 -1 23 -6 -25 26 -11 -27 -5 -4
right_child=-2 3 8 6 5 -7 -8 11 9 25 -12 12 13 14 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-380.85679250102959 9.6031180327064405 40849.815989420575 14058.023705163663 -55491.438268849211 -23728.971860255308 -122168.1121875 5581.9215927883979 22190.494346370862 -6638.3117060938139 -23422.288746903334 -19000.913903356482 41556.449306761191 159445.4783482143 132288.35242745536 21527.632025505518 -61579.839062500003 -86311.285761718755 84511.490605468745 -26530.365502025463 -39665.712175480774 61484.20515136719 7660.8159521508642 -49680.866731770831 63361.753681413516 -8652.5891798332559 -34944.798129111841 95207.406547619059 -132065.85695312501 21054.033593750002 -6285.965031591466
leaf_weight=105557 3956930 150 411 63 279 30 3835 117 1223 1196 162 162 42 21 68 23 20 20 27 65 32 2012 108 43 67 38 21 20 31 1031
leaf_count=105557 3956930 150 411 63 279 30 3835 117 1223 1196 162 162 42 21 68 23 20 20 27 65 32 2012 108 43 67 38 21 20 31 1031
internal_value=0 -325.127 -570.296 4770.59 -11824.3 -25628.3 8277.67 25682.1 -9848.87 -15252.8 5962.22 36196.9 46995.8 83501.1 47662.2 8428.23 26112.8 -11228.6 20721.5 22334.8 -6296.67 -230.443 -19801 -11505.3 19498.5 -23516 -21375.3 -68434.8 -30247.7 -487.505
internal_weight=0 116874 111509 5365 936 527 4429 594 3940 2498 409 500 360 131 89 140 229 67 47 247 97 107569 497 389 110 1275 1217 58 94 1442
internal_count=4073804 116874 111509 5365 936 527 4429 594 3940 2498 409 500 360 131 89 140 229 67 47 247 97 107569 497 389 110 1275 1217 58 94 1442
is_linear=0
shrinkage=0.1


Tree=2659
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 6 0 1 7 6 7 3 6 1 6 1 0 6 6 5 3 0 1 6 4 5 7 6 5 3
split_gain=1.03027e+12 1.1827e+13 2.84818e+13 2.52916e+13 1.86148e+13 2.40145e+13 1.68317e+13 2.82954e+13 1.61448e+13 1.51266e+13 1.35402e+13 1.29432e+13 2.07815e+13 2.34393e+13 1.29246e+13 1.21632e+13 2.03887e+13 2.5389e+13 1.51172e+13 1.19302e+13 5.46878e+13 1.18861e+13 6.51492e+13 8.93791e+13 6.35476e+13 4.51306e+13 3.24842e+13 2.04523e+13 2.50927e+13 1.34338e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.856552950000008 94.02500000000002 59.990753350000013 30.157841000000001 6.0000000000000009 52.330000000000005 6.0000000000000009 21.500000000000004 64.405000000000015 30.205407000000005 87.395000000000024 30.205407000000005 59.950512650000007 41.990000000000002 86.920000000000016 2.5000000000000004 15.500000000000002 60.002985000000002 30.205407000000005 59.815000000000005 26.500000000000004 2.5000000000000004 6.0000000000000009 32.410000000000004 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 -1 4 10 -6 7 -5 -4 -10 -3 14 -13 -14 19 18 -17 -18 -9 -11 -21 22 24 27 25 -8 -25 -24 29 -29
right_child=-2 3 8 6 5 -7 21 15 9 11 -12 12 13 -15 -16 16 17 -19 -20 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-207.39880911404813 8.6428054053221555 20101.320819067088 -438.75452060567198 -27222.946816821812 -17820.877810417191 -109951.30156250001 38697.295007953646 24874.530872265626 -8939.5120039327267 -39029.161728543608 -17100.822127127944 -51028.478427419359 -13441.118375651042 129459.57183948865 -87729.894040398853 110691.44827769886 -40420.668589952256 53094.648449381515 -65476.357578125004 -27454.290472536675 126895.77163461538 7956.343342793647 66947.420626012303 -111394.26821250001 -62601.964629289221 157454.68694335938 2962.7356760332664 -42325.560528185619 43301.839510091144 -424.3074062771268
leaf_weight=107569 3956930 247 1442 94 497 30 160 250 1812 349 162 31 24 22 38 44 36 150 20 196 26 3002 41 125 51 40 31 145 78 162
leaf_count=107569 3956930 247 1442 94 497 30 160 250 1812 349 162 31 24 22 38 44 36 150 20 196 26 3002 41 125 51 40 31 145 78 162
internal_value=0 -292.614 -513.266 4293.53 -10641.9 -23065.5 7449.9 23113.8 -8863.99 -13727.5 5366 -26374.7 12255.1 54902.7 -31258.9 32577.2 49476 34994.9 18181.9 -27500.8 -9377.26 5023.73 -5544.95 -23910.6 37040.1 62448.8 -88669.5 -196.142 -7346.5 -20214.8
internal_weight=0 116874 111509 5365 936 527 4429 594 3940 2498 409 686 77 46 609 500 230 186 270 571 222 3835 833 582 251 200 156 426 385 307
internal_count=4073804 116874 111509 5365 936 527 4429 594 3940 2498 409 686 77 46 609 500 230 186 270 571 222 3835 833 582 251 200 156 426 385 307
is_linear=0
shrinkage=0.1


Tree=2660
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 6 6 1 6 1 6 3 6 4 1 1 6 6 4 3 3 3 5 6 3 4 6 4 3 4
split_gain=9.36682e+11 5.4383e+12 1.71395e+13 3.3364e+13 5.17303e+13 5.78338e+13 4.15066e+13 4.07036e+13 3.79667e+13 3.34802e+13 2.52992e+13 3.97753e+13 5.10907e+13 2.50723e+13 4.6695e+13 2.93249e+13 2.44266e+13 5.46919e+13 3.65679e+13 3.97195e+13 3.5926e+13 5.11467e+13 1.03236e+14 5.36474e+13 5.92282e+13 5.06266e+13 4.78698e+13 4.61273e+13 4.40557e+13 3.57015e+13
threshold=87.395000000000024 45.047736150000013 45.029425500000009 9.5000000000000018 41.912736000000002 95.045000000000016 142.05000000000004 41.966773150000002 104.01000000000001 38.927872750000006 122.65000000000002 8.5000000000000018 134.05000000000004 10.500000000000002 38.965413050000002 38.977585500000011 106.49500000000002 122.65000000000002 24.500000000000004 8.5000000000000018 5.5000000000000009 10.500000000000002 3.5000000000000004 125.02000000000002 11.500000000000002 15.500000000000002 125.02000000000002 19.500000000000004 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 -2 8 13 -6 10 -8 -4 -10 -7 12 -12 14 -5 -16 -15 18 19 29 25 22 26 -23 -25 -19 -22 -28 -24 -18
right_child=1 -3 3 4 5 6 7 -9 9 -11 11 -13 -14 16 15 -17 17 20 -20 -21 21 23 28 24 -26 -27 27 -29 -30 -31
leaf_value=12.02124779653953 -60.648333239305956 -379.9702259470572 13386.416554478237 -65151.179572157969 -29022.688256316487 52554.084668757248 57178.277573529413 -105636.5040736607 77903.666536458346 -24842.778758445947 211263.47878320311 21543.02637867647 40557.159436487273 15146.878840795542 130833.55184659093 -5086.411824972588 71359.588419858876 79759.528232758632 69169.43251329787 -40949.180034200122 -102456.86941964286 107679.10641622341 70890.815736607154 -173315.643125 4271.2481300849422 -74992.072946714747 -17734.923402687356 117750.98575465426 218422.51067708337 -10971.109462611608
leaf_weight=3832905 26958 208078 525 127 94 209 34 28 33 814 50 34 27 2178 22 57 62 29 47 478 28 47 35 20 308 78 54 47 48 350
leaf_count=3832905 26958 208078 525 127 94 209 34 28 33 814 50 34 27 2178 22 57 62 29 47 478 28 47 35 20 308 78 54 47 48 350
internal_value=0 -191.268 1005.06 5905.19 10074.7 41244.9 58535.9 -16351 -7742.95 -20839.7 73045.3 111628 151405 6379.29 -27600.9 32764.7 8217.02 -1036.95 -16796.5 -21336.3 20240.7 29954.7 69213.6 7760.4 -6557.22 -33050.1 13238.9 45313 156210 1418.46
internal_weight=0 240899 32821 5863 4491 476 382 62 1372 847 320 111 77 4015 206 79 3809 1631 937 890 694 587 212 375 328 107 129 101 83 412
internal_count=4073804 240899 32821 5863 4491 476 382 62 1372 847 320 111 77 4015 206 79 3809 1631 937 890 694 587 212 375 328 107 129 101 83 412
is_linear=0
shrinkage=0.1


Tree=2661
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 5 6 4 6 3 6 1 2 0 3 4 3 0 0 1 4 0 6 4 0 1 0 4 1 2
split_gain=9.11783e+11 5.00137e+12 2.84333e+13 2.09256e+13 2.24315e+13 2.08259e+13 2.52849e+13 2.85812e+13 2.80787e+13 2.87391e+13 2.56821e+13 1.97306e+13 2.38113e+13 2.52043e+13 2.50565e+13 1.89977e+13 1.73832e+13 1.7355e+13 2.54679e+13 5.03734e+13 2.89558e+13 2.02131e+13 4.83019e+13 3.61191e+13 2.14446e+13 6.16954e+13 4.7909e+13 4.32262e+13 4.95403e+13 3.91657e+13
threshold=3129.5000000000005 57.634352600000007 57.205086850000008 59.999510900000011 57.719618750000002 2.5000000000000004 83.820000000000007 2.5000000000000004 125.02000000000002 8.5000000000000018 92.02500000000002 30.624707450000006 4311.5000000000009 60.042359000000012 1.5000000000000002 8.5000000000000018 8.5000000000000018 60.064438250000002 59.950512650000007 30.410676000000006 9.5000000000000018 59.91832440000001 57.005000000000003 4.5000000000000009 59.764576050000009 30.624707450000006 59.882709350000006 11.500000000000002 30.084656550000002 4137.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -8 9 10 -9 -7 13 -13 -14 -12 17 18 21 -20 -21 24 -23 -24 29 27 -27 28 -26 -6
right_child=1 3 -4 -5 5 11 7 8 -10 -11 15 12 14 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-43.047188453335799 29.309789900466054 -36972.94168220766 -6054.6410153469924 -2281.9335075787267 -8262.8232085782474 8303.3781471804832 80937.381521739138 -42924.497335907916 25354.772916666669 10164.909347435736 -83076.092161382636 -3970.9503494896217 -4209.6931383065848 -41792.589580909247 4426.1778139571161 -201046.23864868167 -2232.3800366355599 -721.73998765702345 49685.080518192874 15604.900732785012 1376.7958364398087 -348.62941358747526 43046.020438368054 -52457.801513154001 18546.825894655802 7162.0650513823994 -31756.999828984801 9028.4913484674234 71730.20845160172 2150.3366642897313
leaf_weight=2228633 1678636 155 7717 21896 4052 6229 23 132 63 62 43 2806 3980 188 21559 20 19384 32051 278 2164 4219 1326 45 330 541 703 575 2477 259 33258
leaf_count=2228633 1678636 155 7717 21896 4052 6229 23 132 63 62 43 2806 3980 188 21559 20 19384 32051 278 2164 4219 1326 45 330 541 703 575 2477 259 33258
internal_value=0 51.9932 1.46873 588.47 1047.49 1090.58 370.217 -26735 -34473.9 -49140.1 -67996.1 3204.41 2091.26 -6345.86 3080.36 -120527 461.668 1096.36 2256.54 8015.34 6200.49 1376.05 -9309.99 -40997.3 1810.23 8287.64 -10348.5 15555.5 35764.9 1019.43
internal_weight=0 1.84517e+06 1.68635e+06 158818 136922 136767 102005 343 320 257 195 34762 28533 2994 25539 63 101662 82278 50227 6661 6383 43566 1701 375 41865 4555 1278 3277 800 37310
internal_count=4073804 1845171 1686353 158818 136922 136767 102005 343 320 257 195 34762 28533 2994 25539 63 101662 82278 50227 6661 6383 43566 1701 375 41865 4555 1278 3277 800 37310
is_linear=0
shrinkage=0.1


Tree=2662
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 7 0 6 4 4 4 6 4 6 6 3 4 6 4 6 3 6 6 6 2 6 6 3 6 5
split_gain=9.32955e+11 6.7207e+12 1.36487e+13 4.55413e+13 3.12113e+13 2.07877e+13 8.78295e+13 4.24832e+13 6.20377e+13 4.52101e+13 3.97821e+13 4.3172e+13 3.45731e+13 4.01458e+13 3.53325e+13 3.22712e+13 2.50716e+13 3.23307e+13 2.40942e+13 2.39048e+13 2.29215e+13 2.19262e+13 2.56982e+13 3.42665e+13 2.09115e+13 2.2168e+13 2.03766e+13 2.32763e+13 2.12429e+13 1.95155e+13
threshold=30.226173900000003 30.205407000000005 60.028671700000011 60.01610465000001 87.015000000000015 6.0000000000000009 60.034792100000011 114.05000000000001 12.500000000000002 11.500000000000002 19.500000000000004 54.010000000000012 20.500000000000004 62.995000000000012 91.02500000000002 18.500000000000004 19.500000000000004 94.02500000000002 24.500000000000004 56.805000000000007 3.5000000000000004 32.005000000000003 44.205000000000005 33.305000000000007 3338.0000000000005 46.010000000000012 55.805000000000007 7.5000000000000009 75.010000000000005 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=1 -1 3 -3 -5 6 7 8 9 -4 11 -7 13 15 29 20 17 24 -16 -11 -12 -22 23 -23 25 -8 27 -27 -28 -14
right_child=-2 2 5 4 -6 10 16 -9 -10 19 12 -13 14 -15 18 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=76.563905076376969 7.6730883596395119 -2267.3998018385614 62085.612751588982 -18147.43629281938 -71991.291618235511 -4409.4713767918511 11229.135744694569 -8270.7258707682304 33800.769911291565 125268.84606933594 -53923.310948153412 -39781.219776532809 -4778.6792649175532 92553.534601151317 23340.812717848559 86394.819544956146 -7850.0003847480075 127050.27864583333 138399.70200892858 250621.36325431033 89323.346256510413 28672.644523257302 31120.088428839088 -56837.84156655366 -5168.4504629987523 159473.92631048389 -21356.62105978261 45800.768041424424 96346.606963315222 92043.747693452387
leaf_weight=84130 3971697 9344 59 863 123 1054 409 96 203 32 55 513 2395 76 52 57 1455 24 28 29 36 84 221 106 499 31 46 43 23 21
leaf_count=84130 3971697 9344 59 863 123 1054 409 96 203 32 55 513 2395 76 52 57 1455 24 28 29 36 84 221 106 499 31 46 43 23 21
internal_value=0 -298.463 -2053.54 -4424.27 -24864.3 1148.98 7729.76 50136.6 67496.1 124497 -2981.86 -15989.4 3528.12 24361.7 -1772.08 15090.5 706.643 12288 63611.4 184863 6994.2 14489.6 7934.87 -19033.2 9667.32 23078.6 56969.9 93420.6 17877.8 -3937.09
internal_weight=0 102107 17977 10330 986 7647 2949 419 323 120 4698 1567 3131 635 2496 559 2530 1075 80 61 502 447 411 190 1051 552 143 74 69 2416
internal_count=4073804 102107 17977 10330 986 7647 2949 419 323 120 4698 1567 3131 635 2496 559 2530 1075 80 61 502 447 411 190 1051 552 143 74 69 2416
is_linear=0
shrinkage=0.1


Tree=2663
num_leaves=31
num_cat=0
split_feature=2 2 6 4 4 5 6 3 4 6 6 4 0 6 7 4 4 1 6 4 6 6 5 6 4 6 3 1 6 0
split_gain=9.11672e+11 1.15322e+13 1.80148e+13 7.17656e+12 8.51992e+12 1.19845e+13 1.49795e+13 8.70628e+12 1.33698e+13 7.30756e+12 8.18903e+12 1.31637e+13 6.05408e+12 5.73031e+12 5.3688e+12 7.05847e+12 6.74117e+12 6.39155e+12 1.07221e+13 6.07028e+12 5.24854e+12 5.20208e+12 8.15811e+12 6.00228e+12 4.91154e+12 1.1194e+13 4.78504e+12 4.78839e+12 1.07774e+13 7.21343e+12
threshold=10180.500000000002 10876.500000000002 53.995000000000012 3.5000000000000004 8.5000000000000018 2.5000000000000004 79.710000000000022 4.5000000000000009 4.5000000000000009 120.05000000000001 103.03500000000001 12.500000000000002 48.179569850000007 62.010000000000012 6.0000000000000009 10.500000000000002 12.500000000000002 83.971434050000013 72.50500000000001 15.500000000000002 38.405000000000008 86.920000000000016 2.5000000000000004 59.815000000000005 9.5000000000000018 78.010000000000005 9.5000000000000018 41.966773150000002 40.490000000000002 45.00849250000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 12 8 -5 10 14 -12 -7 -10 16 -16 17 -6 -19 -17 -2 22 23 -18 25 -20 27 28 29 -3
right_child=1 26 3 4 9 6 -8 -9 13 -11 11 -13 -14 -15 15 19 21 18 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1577871088974048 -8085.381412446739 8738.9397188932999 -16931.667618600946 13063.791881793479 -606.07219255474263 -15047.797046582946 46158.684487966762 10726.385789331898 144968.73971121651 -34150.807649739581 6031.9188485952527 113943.23343750002 18287.092545737876 75319.231105324085 71008.939178240747 -10088.183798668033 11992.308389559659 9527.8248093150014 69773.724000000002 26684.133201392677 3377.7634285001523 -41202.575423177084 32792.031642659502 -35689.874109256627 67229.000431463064 -26893.423454483698 -9215.6029044567695 715.9252440684719 -6294.3439250548317 -2758.2547004936646
leaf_weight=4042576 694 1058 76 23 284 107 118 29 21 36 26 20 111 27 27 61 44 306 25 170 941 42 48 66 55 23 568 21882 3213 1127
leaf_count=4042576 694 1058 76 23 284 107 118 29 21 36 26 20 111 27 27 61 44 306 25 170 941 42 48 66 55 23 568 21882 3213 1127
internal_value=0 538.24 6054.21 13120.9 14489.4 26504.5 17459.8 56895 75752.5 10240.8 11575.8 52949.9 1925.47 105791 9922.31 22628.5 6251.31 10918.9 18921.5 16973.7 -1487.94 -9921.8 -1606.66 -16617 46829 23454 -131.251 57.8957 -2609.57 2808.81
internal_weight=0 31228 3380 1745 1669 436 336 100 71 1233 1197 46 218 48 1151 258 893 693 409 231 1635 200 158 110 103 48 27848 27280 5398 2185
internal_count=4073804 31228 3380 1745 1669 436 336 100 71 1233 1197 46 218 48 1151 258 893 693 409 231 1635 200 158 110 103 48 27848 27280 5398 2185
is_linear=0
shrinkage=0.1


Tree=2664
num_leaves=31
num_cat=0
split_feature=6 0 6 2 4 4 6 3 3 4 1 3 1 1 3 5 1 1 1 6 3 4 4 3 4 4 4 3 1 4
split_gain=8.42097e+11 5.30844e+12 1.58908e+13 2.61406e+13 2.13725e+13 1.788e+13 1.4294e+13 1.71227e+13 1.12851e+13 2.02995e+13 4.61893e+13 1.11273e+13 3.45351e+13 1.02764e+13 9.81986e+12 1.52631e+13 1.36595e+13 2.79341e+13 1.50987e+13 2.05764e+13 1.34765e+13 1.18274e+13 1.48775e+13 1.13911e+13 1.09853e+13 1.75018e+13 2.17766e+13 1.20439e+13 2.56047e+13 1.08343e+13
threshold=34.010000000000012 44.046956350000009 30.025000000000002 2892.5000000000005 12.500000000000002 21.500000000000004 30.425000000000001 10.500000000000002 3.5000000000000004 11.500000000000002 39.723160900000003 1.5000000000000002 39.908802000000009 39.625203600000013 2.5000000000000004 3.5000000000000004 40.024897700000004 39.939672500000007 40.965343750000009 26.495000000000001 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 14.500000000000002 16.500000000000004 13.500000000000002 39.735861600000007 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 6 -6 -4 8 9 11 -11 12 -8 -13 15 16 17 21 19 -18 -21 22 -1 -19 -16 -26 -27 28 -28 -23
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12 13 -14 -15 24 -17 18 23 -20 20 -22 29 -24 -25 25 26 27 -29 -30 -31
leaf_value=-22851.984554036462 -17.982704701749679 62.398885176961862 51321.429728190109 -2377.1310961696249 -13329.546029513001 60663.364017857151 2374.1294604396321 86203.512953629033 19099.008364897138 165472.00566406251 -7502.5235300164486 34973.034726338003 59412.621325600558 -350.47004118978668 5096.657329328159 82633.872343750001 -20299.025593171296 -10358.539245605469 963.00482427932695 145937.25880681819 35251.422017045457 -18716.625510668153 45100.81593715123 -46220.07365583285 -11044.371557150203 65854.606395796654 -71757.874088541663 47855.154889112906 43722.887359619141 -2522.8515205979566
leaf_weight=48 3522711 535734 96 2536 488 35 382 31 1264 26 38 87 147 1544 3472 20 27 136 1199 22 22 554 98 254 1026 71 48 31 32 1625
leaf_count=48 3522711 535734 96 2536 488 35 382 31 1264 26 38 87 147 1544 3472 20 27 136 1199 22 22 554 98 254 1026 71 48 31 32 1625
internal_value=0 114.95 1947.96 5617.26 10516.7 -8377.82 13250.2 12211.6 11554 7265.86 62768.4 5621.34 18224.1 1533.74 -871.723 -4506.6 -4943.94 -8948.18 3616.32 48423.6 90594.3 -4793.83 22760.2 -33714.5 2238.89 -5974.82 22604.1 -5060.68 -25565.6 -6640.04
internal_weight=0 551093 15359 6674 4138 523 3615 3519 3488 2224 64 2160 529 1631 8685 4005 3985 2715 1270 71 44 2325 146 390 4680 1208 182 111 80 2179
internal_count=4073804 551093 15359 6674 4138 523 3615 3519 3488 2224 64 2160 529 1631 8685 4005 3985 2715 1270 71 44 2325 146 390 4680 1208 182 111 80 2179
is_linear=0
shrinkage=0.1


Tree=2665
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 7 3 4 4 6 6 6 6 6 1 6 3 5 6 6 3 1 6 5 3 1 7 4 6 4
split_gain=8.96621e+11 1.15979e+13 2.35389e+13 2.99197e+13 2.42672e+13 3.50278e+13 4.34631e+13 2.45085e+13 6.19596e+13 8.3995e+13 5.96305e+13 5.21975e+13 5.50917e+13 3.77718e+13 3.77118e+13 3.27429e+13 2.08423e+13 1.7228e+13 1.57077e+13 1.5588e+13 1.42205e+13 1.27855e+13 1.62749e+13 2.84572e+13 1.41765e+13 1.27571e+13 3.90922e+13 5.28342e+13 6.71921e+13 3.62045e+13
threshold=43.687280500000007 39.689978950000004 3.5000000000000004 96.050000000000011 57.715000000000011 6.0000000000000009 2.5000000000000004 5.5000000000000009 11.500000000000002 43.905000000000008 47.805000000000007 53.310000000000009 44.410000000000004 45.605000000000011 39.652459050000012 26.495000000000001 5.5000000000000009 3.5000000000000004 64.405000000000015 40.905000000000008 4.5000000000000009 39.652459050000012 41.990000000000002 2.5000000000000004 1.5000000000000002 39.703507450000011 6.0000000000000009 4.5000000000000009 44.410000000000004 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 21 7 6 18 19 9 15 13 12 -10 -11 -12 -9 -7 -8 -6 -4 -16 -1 -23 24 -24 26 29 -28 -29 -3
right_child=-2 25 4 -5 5 16 17 8 11 10 14 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-32243.050870768478 7.2821751876047358 -13351.844380923512 -9026.3855834219685 135366.83465909094 -48279.355761718754 -20167.34955549569 -66706.666781562293 92839.903100585943 -4804.5187614757342 102839.22740234376 141777.25630645754 113124.85932291667 -77744.613074044624 294861.2517857143 -44700.303194754466 -16802.117890304817 98721.046536458336 25161.080965909092 47001.194688760086 -50274.565712393014 56084.285114397324 -22699.935556640627 153423.25957880434 -43345.859407552081 51151.006652462122 -321.49009118162053 172289.24174636314 -14777.958270818537 103751.58684114584 14541.906030206794
leaf_weight=48 3977958 807 220 22 24 29 283 32 434 20 32 30 136 21 28 183 30 22 62 157 28 40 23 21 33 91746 29 132 75 1099
leaf_count=48 3977958 807 220 22 24 29 283 32 434 20 32 30 136 21 28 183 30 22 62 157 28 40 23 21 33 91746 29 132 75 1099
internal_value=0 -302.237 -7919.53 25822.8 -11482.4 -31538.4 -42376.1 -4650.27 3957.52 37792.4 101585 -15441.1 -22207.8 201192 55177.5 -483.305 40284.4 -60080.1 20411.3 -26204 5691.99 11216.9 29046.6 55928 93155.7 -143.381 7485.38 45877.4 28167.5 2731.7
internal_weight=0 95846 1958 187 1771 450 391 1321 944 344 129 600 570 41 88 215 59 305 86 377 56 165 117 77 56 93888 2142 236 207 1906
internal_count=4073804 95846 1958 187 1771 450 391 1321 944 344 129 600 570 41 88 215 59 305 86 377 56 165 117 77 56 93888 2142 236 207 1906
is_linear=0
shrinkage=0.1


Tree=2666
num_leaves=31
num_cat=0
split_feature=0 5 6 4 1 6 0 4 6 1 4 1 1 6 4 4 6 4 4 5 3 6 4 5 1 6 5 7 3 6
split_gain=8.78008e+11 5.64111e+12 7.79647e+12 7.14956e+12 6.55028e+12 1.21838e+13 7.34581e+12 6.5082e+12 6.02012e+12 5.77719e+12 6.61726e+12 5.99056e+12 6.56469e+12 5.91335e+12 1.3973e+13 2.66884e+13 2.02578e+13 1.88788e+13 3.52853e+13 1.30615e+13 2.62321e+13 2.39833e+13 9.62871e+12 8.88475e+12 7.40937e+12 9.0065e+12 1.22143e+13 8.17489e+12 6.21852e+12 6.14011e+12
threshold=43.051287600000009 1.5000000000000002 49.895000000000003 10.500000000000002 45.71452080000001 63.855000000000011 42.965693300000005 12.500000000000002 15.450000000000001 44.628646350000004 4.5000000000000009 47.800771000000005 47.899251850000006 156.15000000000003 9.5000000000000018 4.5000000000000009 168.45000000000002 12.500000000000002 15.500000000000002 4.5000000000000009 5.5000000000000009 189.00000000000003 8.5000000000000018 4.5000000000000009 47.504912950000005 168.45000000000002 3.5000000000000004 6.0000000000000009 15.500000000000002 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=1 2 7 4 5 -4 -6 8 -1 10 -3 13 -13 28 15 16 -15 19 -19 20 -16 -22 24 -18 25 -17 -27 -28 29 -11
right_child=-2 9 3 -5 6 -7 -8 -9 -10 11 -12 12 -14 14 17 22 23 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=49531.192643228671 -4.0671153543397729 -51524.540625000001 15044.409514471203 -446.13012090410507 -7341.0677091771913 -34268.796913470644 -23119.103720693514 14291.603903664087 -680.72003726128537 -8753.3840968869772 -6315.8650457028998 -16179.081506312479 -1071.5897285420579 137108.04750000002 6721.8286164314522 51401.144049479168 59171.240277777775 -78799.889535984854 73825.237220982148 -1317.4983173076926 188541.31840277778 53978.848482572117 -65280.041063133445 -22730.295556640627 -44046.841290838071 -69748.244390399646 35216.468289930555 -40344.415773809531 -35765.8753462358 2153.2336765706714
leaf_weight=24 4042776 35 208 1211 704 66 508 321 4684 530 432 347 1681 20 31 30 27 33 28 26 27 26 37 26 44 26 45 21 44 19786
leaf_count=24 4042776 35 208 1211 704 66 508 321 4684 530 432 347 1681 20 31 30 27 33 28 26 27 26 37 26 44 26 45 21 44 19786
internal_value=0 529.922 -1811.74 -6149.57 -10797.5 3166.05 -13954.3 514.588 -424.754 1306.32 -9704.1 1531.5 -3656.55 2037.16 13414.7 -501.947 51353.4 35876.6 -8742.45 60619.9 79791 122530 -19149.4 18993.1 -8867.31 3820.4 -11695.1 11174.4 1787.37 1868.7
internal_weight=0 31028 7726 2697 1486 274 1212 5029 4708 23302 467 22835 2028 20807 447 276 73 171 61 110 84 53 203 53 166 122 92 66 20360 20316
internal_count=4073804 31028 7726 2697 1486 274 1212 5029 4708 23302 467 22835 2028 20807 447 276 73 171 61 110 84 53 203 53 166 122 92 66 20360 20316
is_linear=0
shrinkage=0.1


Tree=2667
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 7 4 5 6 3 4 0 3 4 4 4 7 1 0 7 6 6 6 0 4 4 0 0 0 0
split_gain=8.40611e+11 5.01828e+12 4.00554e+13 3.55249e+13 3.71933e+13 4.86932e+13 4.53912e+13 2.61948e+13 2.6387e+13 2.41309e+13 2.15186e+13 1.69579e+13 2.79016e+13 3.56864e+13 3.51618e+13 1.89779e+14 2.72865e+13 2.60839e+13 2.37232e+13 1.65273e+13 1.60835e+13 1.5943e+13 2.25959e+13 3.38055e+13 2.66644e+13 3.4346e+13 6.32763e+13 5.04331e+13 6.39228e+13 3.93988e+13
threshold=87.395000000000024 37.46219940000001 37.488790500000007 55.801384500000005 24.500000000000004 6.0000000000000009 5.5000000000000009 2.5000000000000004 103.03500000000001 9.5000000000000018 33.500000000000007 55.554045200000012 6.5000000000000009 20.500000000000004 21.500000000000004 23.500000000000004 6.0000000000000009 37.475446350000006 55.161746650000005 6.0000000000000009 94.02500000000002 89.00500000000001 88.825000000000003 61.686687400000004 4.5000000000000009 7.5000000000000009 59.898927250000007 59.864072000000007 60.01610465000001 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 -3 11 -8 21 18 13 16 -14 -16 17 -13 -9 -20 -18 22 24 -24 -2 26 -26 -27 -29 -28
right_child=1 2 -4 4 5 -7 9 8 -10 -11 -12 12 14 -15 15 -17 20 -19 19 -21 -22 -23 23 -25 25 27 29 28 -30 -31
leaf_value=11.388091766156691 33047.147581018522 77018.544441964288 -280.51537189965251 -130194.90822143556 -174269.81075581396 -41730.272778946317 23727.939757627955 42810.106007050308 21261.770132501777 -51574.934906005859 -73575.651963141034 101057.69847074468 -5210.1670640288812 115044.83718261719 -343113.76884300599 -6194.4200552591465 -38932.971877972152 -32996.979166666672 -26666.664675358952 -72130.990510110292 13728.486675347223 171.52533155461308 16484.348735194842 134218.33762500001 8808.6334566723544 -7785.119872551898 -94562.923220486118 28840.9934684773 -18083.541590335826 -7384.5102961033954
leaf_weight=3832905 270 35 186039 32 43 78 127 41 220 64 39 47 244 32 21 82 115 21 370 102 117 48012 997 25 267 1677 144 1171 386 81
leaf_count=3832905 270 35 186039 32 43 78 127 41 220 64 39 47 244 32 21 82 115 21 370 102 117 48012 997 25 267 1677 144 1171 386 81
internal_value=0 -181.194 -423.798 -15307.2 -44192.3 -88831.1 -19971.2 -8440.25 -10558.6 -1504.44 677.467 -16431.4 -6064.01 14660.1 -25892.3 -74886.7 3952.39 59658.5 -30153.6 -36491.6 -12375.3 732.076 6095.4 19364.3 2701.79 502.847 -24112.4 4247.65 17207.8 -63178.7
internal_weight=0 240899 187830 1791 344 121 223 1447 1412 191 53069 1192 679 332 347 103 300 68 513 472 232 53030 5018 1022 3996 3726 492 3234 1557 225
internal_count=4073804 240899 187830 1791 344 121 223 1447 1412 191 53069 1192 679 332 347 103 300 68 513 472 232 53030 5018 1022 3996 3726 492 3234 1557 225
is_linear=0
shrinkage=0.1


Tree=2668
num_leaves=31
num_cat=0
split_feature=3 4 6 2 6 1 1 6 6 1 1 6 2 1 0 0 0 0 0 6 6 1 1 6 5 0 0 0 2 6
split_gain=8.47964e+11 1.10464e+13 2.60232e+13 2.78116e+13 2.91869e+13 5.54638e+13 3.34128e+13 3.66472e+13 2.5363e+13 3.61359e+13 5.17964e+13 2.09797e+13 3.51113e+13 5.36899e+13 2.05381e+13 1.99021e+13 5.68946e+13 2.02344e+13 2.89826e+13 1.95958e+13 2.37055e+13 1.95034e+13 2.25753e+13 1.86215e+13 1.67727e+13 2.40533e+13 1.61326e+13 1.48381e+13 5.49514e+13 1.68006e+13
threshold=7.5000000000000009 8.5000000000000018 62.010000000000012 2506.0000000000005 81.02500000000002 30.410676000000006 30.303340300000002 80.720000000000013 68.00500000000001 37.46219940000001 37.343102500000008 56.805000000000007 75.000000000000014 37.618684050000006 59.905532300000012 59.905532300000012 59.982409200000006 57.60122925000001 57.174562350000009 71.030000000000015 94.02500000000002 37.475446350000006 37.618684050000006 66.010000000000005 2.5000000000000004 55.702806750000008 59.950512650000007 43.6005307 3999.0000000000005 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 11 8 5 6 7 -5 21 10 -10 24 13 -13 -8 17 26 18 -6 -11 -21 -4 -23 -24 -2 -26 -17 28 -7 -29
right_child=1 -3 3 4 15 27 14 -9 9 19 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-30.439151373072534 -1267.4678293468248 89.21691828348969 -18929.044405691962 -30960.11740987387 -7688.699685616738 -199352.80234375002 -75133.279843750002 -163161.95026041669 -12838.575625000001 -78878.709805484701 164496.66481584823 131174.44261814805 6932.0255205240192 -16800.90224847561 -184259.92830882352 47125.251294642861 -63458.309852430553 -54943.502888350049 111692.99375000001 6641.4615036590185 -98156.279218750016 164246.88849431821 1336.1142361111113 119826.78095238096 -129545.47471874999 -1863.1112792968752 147059.39052083335 6349.3582092787092 -2061.415601094564 -25360.220622051886
leaf_weight=2818986 3265 1248661 28 166 643 20 35 24 40 49 28 61 467 41 34 35 36 88 21 158 25 22 36 21 25 36 30 304 48 371
leaf_count=2818986 3265 1248661 28 166 643 20 35 24 40 49 28 61 467 41 34 35 36 88 21 158 25 22 36 21 25 36 30 304 48 371
internal_value=0 68.3825 -4156.92 -12688 -17881.9 -29455.3 -69304.1 -47659.3 10984.4 -3924.16 60181.8 797.45 18541.4 71694.2 -128906 -4286.8 37392.7 -9884.72 -3913.07 -22713.8 -7675.17 52783.9 78201.2 44990.6 -2238.12 -54191.9 93248.7 -15564.5 -60088.3 -11079.2
internal_weight=0 1.25482e+06 6157 2262 1855 1002 259 190 407 300 68 3895 569 102 69 853 101 752 664 232 183 107 79 57 3326 61 65 743 68 675
internal_count=4073804 1254818 6157 2262 1855 1002 259 190 407 300 68 3895 569 102 69 853 101 752 664 232 183 107 79 57 3326 61 65 743 68 675
is_linear=0
shrinkage=0.1


Tree=2669
num_leaves=31
num_cat=0
split_feature=4 7 1 3 1 0 6 6 2 3 0 6 4 0 6 1 4 1 0 0 0 0 1 0 6 1 6 5 1 0
split_gain=8.89456e+11 5.73999e+12 3.54639e+13 3.58509e+13 3.95229e+13 3.70621e+13 3.21573e+13 3.08185e+13 3.30236e+13 2.57702e+13 2.42348e+13 5.11132e+13 6.2269e+13 4.25419e+13 2.38302e+13 3.10595e+13 4.51031e+13 2.72484e+13 2.70065e+13 2.34196e+13 2.25903e+13 9.51991e+13 3.27021e+13 2.21234e+13 2.70835e+13 2.81334e+13 5.10985e+13 2.77731e+13 2.26384e+13 2.18984e+13
threshold=5.5000000000000009 6.0000000000000009 43.56803845000001 3.5000000000000004 40.024897700000004 45.125532050000011 189.00000000000003 156.15000000000003 75.000000000000014 1.5000000000000002 57.113979900000011 62.625000000000007 3.5000000000000004 58.08467765000001 59.505000000000003 37.600779750000008 3.5000000000000004 37.740454950000007 55.801384500000005 44.046956350000009 59.91832440000001 59.905532300000012 30.084656550000002 54.604289300000012 72.50500000000001 61.511492200000006 114.05000000000001 1.5000000000000002 83.025426800000005 59.764576050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -4 23 -12 -13 -14 -7 16 -16 -17 -19 -6 21 -10 -22 -11 28 27 -27 -26 -25 -5
right_child=-2 2 9 29 19 6 -8 -9 20 10 11 12 13 -15 15 17 -18 18 -20 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=125.88433261419273 -29.217686801824229 -8475.5614705199605 2256.8813134684292 4750.4370011808223 -5448.5569456552121 -41584.601726512425 -115063.79205729168 105597.4091796875 2183.4242988215001 -1402.6536841205373 -3465.9206543260439 -30280.637230160362 99406.316345914616 -18512.767763157895 13491.094763513516 129378.90850000001 -169996.46316964287 68806.812257111378 -48139.251494140626 17617.38979792942 31217.060922001187 154772.43172934928 -14007.114648820425 -8674.8227537638722 105182.74337890626 -31334.422932253045 -147720.15542111281 -13973.697871647246 7592.4025632819757 18660.600802688219
leaf_weight=1088281 2928705 6082 5403 5785 587 312 24 28 14851 5738 837 76 157 38 37 25 21 39 40 1760 178 41 1572 9415 20 472 41 891 941 1407
leaf_count=1088281 2928705 6082 5403 5785 587 312 24 28 14851 5738 837 76 157 38 37 25 21 39 40 1760 178 41 1572 9415 20 472 41 891 941 1407
internal_value=0 74.7272 -905.127 1233.59 -519.143 -1767.6 608.782 770.713 599.227 -3823.54 -5587.34 8755.42 46501.8 76427.2 -25427.8 5688.97 -52944.1 38388.2 9593.62 11848.4 1340.53 2603.53 -9407.17 -6494.5 -8974.73 -21905.4 -40636.2 -11357.7 -7196.7 7471.74
internal_weight=0 1.1451e+06 56818 32789 25597 23250 17168 17144 17116 24029 18626 1108 271 195 474 162 58 104 79 2347 16642 14892 1750 17518 11780 1424 513 911 10356 7192
internal_count=4073804 1145099 56818 32789 25597 23250 17168 17144 17116 24029 18626 1108 271 195 474 162 58 104 79 2347 16642 14892 1750 17518 11780 1424 513 911 10356 7192
is_linear=0
shrinkage=0.1


Tree=2670
num_leaves=31
num_cat=0
split_feature=6 0 0 1 0 1 0 1 3 0 0 6 0 0 5 4 4 4 3 0 5 0 6 4 0 6 3 5 3 0
split_gain=9.07579e+11 9.6607e+12 2.42444e+13 4.9952e+13 3.388e+13 1.79374e+13 5.70795e+13 2.52847e+13 3.56131e+13 1.518e+13 1.76025e+13 1.5825e+13 1.57533e+13 1.4868e+13 2.38038e+13 1.22188e+13 5.45062e+13 3.04548e+13 2.98093e+13 2.48795e+13 2.31786e+13 2.1538e+13 1.68758e+13 1.67751e+13 2.61061e+13 2.28677e+13 1.60296e+13 1.47893e+13 1.31792e+13 1.16639e+13
threshold=168.45000000000002 55.737027400000009 55.676890650000011 49.030112300000006 55.702806750000008 30.084656550000002 60.05226170000001 30.242318500000007 4.5000000000000009 55.633951400000008 55.462387050000011 189.00000000000003 55.579943700000008 55.743464250000009 4.5000000000000009 15.500000000000002 12.500000000000002 23.500000000000004 11.500000000000002 58.010305850000002 3.5000000000000004 55.866549750000011 189.00000000000003 16.500000000000004 56.858606850000008 189.00000000000003 9.5000000000000018 4.5000000000000009 5.5000000000000009 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 -2 12 -12 14 -9 16 29 19 28 21 -21 22 -17 27 25 -25 -27 -23 -18 -15
right_child=1 5 3 -5 -6 7 -8 13 -10 -11 11 -13 -14 15 -16 17 18 -19 -20 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.3433960348168692 -238.5515017331517 119977.57887865149 -117875.81673029119 -191967.46406250002 30162.653335336538 -127729.45289522059 -72962.177173913049 119017.15001346984 26103.266984953705 55435.36063232422 -151083.79273437499 -12122.513954968399 -33034.771874999999 6517.9684955258454 -14135.966796875 133291.52793692131 -53500.328882575763 -15134.926889124295 10030.911339285714 5587.6470605468749 136898.78658536586 -57718.283458806822 32863.839666193184 107158.77688802083 -72456.62053571429 -56912.094566761371 47243.130251736118 33808.368941556488 -137100.34284002133 -19245.543996982477
leaf_weight=4063787 6233 46 22 20 52 34 23 29 27 48 20 89 26 2502 25 27 33 177 35 20 41 55 44 42 21 22 45 26 44 189
leaf_count=4063787 6233 46 22 20 52 34 23 29 27 48 20 89 26 2502 25 27 33 177 35 20 41 55 44 42 21 22 45 26 44 189
internal_value=0 950.69 -1328.67 -51746.4 -13848.8 5181.84 55664.3 4168.66 -59639.6 -590.006 -1012.31 -36736.9 -84360.4 5321.25 57372.2 4475.41 1863.61 18554 -66489.7 35938.6 93846 23412.6 71054.7 7381.36 29638.1 49307.7 13042.9 -28339.4 -101272 4708.49
internal_weight=0 10017 6510 94 74 3507 69 3438 61 6416 6368 135 46 3377 54 3323 2803 520 112 343 61 282 71 211 130 109 67 81 77 2691
internal_count=4073804 10017 6510 94 74 3507 69 3438 61 6416 6368 135 46 3377 54 3323 2803 520 112 343 61 282 71 211 130 109 67 81 77 2691
is_linear=0
shrinkage=0.1


Tree=2671
num_leaves=31
num_cat=0
split_feature=6 0 2 1 1 2 4 3 0 4 4 0 4 5 3 4 1 1 3 5 1 5 0 0 3 1 1 0 4 2
split_gain=8.78865e+11 1.91129e+12 2.07541e+12 2.10647e+12 1.76465e+13 5.78031e+12 6.06164e+12 9.60807e+12 1.10024e+13 6.95264e+12 5.56488e+12 5.53804e+12 1.157e+13 6.97128e+12 1.76066e+13 3.34721e+13 2.33589e+13 9.57604e+12 1.13054e+13 6.21465e+12 7.93454e+12 2.58698e+13 8.02024e+12 2.41781e+13 2.22676e+13 1.03824e+13 1.03005e+13 1.33846e+13 7.94774e+12 7.88385e+12
threshold=247.90000000000001 63.565651350000003 13505.500000000002 39.079932600000006 39.231261550000006 2343.5000000000005 19.500000000000004 11.500000000000002 55.026775150000006 16.500000000000004 16.500000000000004 45.001720900000002 9.5000000000000018 4.5000000000000009 4.5000000000000009 4.5000000000000009 37.46219940000001 38.97264950000001 15.500000000000002 1.5000000000000002 30.389265100000003 2.5000000000000004 55.866549750000011 55.702806750000008 3.5000000000000004 37.374856000000008 37.649344350000007 55.579943700000008 17.500000000000004 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -7 12 -2 19 15 16 -15 18 -16 29 21 -21 23 25 -25 -22 -27 28 -28 -13
right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12 13 -14 14 17 -17 -18 -19 -20 20 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-1.3008601208374628 59695.294676776968 31031.540944602271 19721.703758965166 -60534.347412109375 37065.499166515263 16.25482705038608 -41852.269163602941 77855.063973460477 -32674.2238125 46429.369960937503 -43378.537421875 -46213.252792968757 -14966.191522042411 49521.540684185609 41468.506034482765 -139948.71932870371 -81758.710665760867 64987.217708333337 -41438.058472964643 -7009.110677083333 -49892.300264616933 131146.87703804349 -15476.819958496095 2450.6101562500003 137662.03884698276 78585.705394345248 5505.8513142213988 -68352.012357954547 72275.423325892858 2843.1954638402108
leaf_weight=4070611 51 22 61 48 43 1977 34 34 25 20 30 40 35 33 29 27 23 27 38 33 31 23 96 21 29 21 118 22 21 181
leaf_count=4070611 51 22 61 48 43 1977 34 34 25 20 30 40 35 33 29 27 23 27 38 33 31 23 96 21 29 21 118 22 21 181
internal_value=0 1658.41 1454.62 1096.33 -563.196 767.648 31.4182 714.086 34921.6 2482.93 -632.397 5177.76 29309.8 2625.05 -14928 -48492.2 -4397.13 14708.5 -5553.13 7510.1 14723.7 49733.5 9262.55 18292.9 80873.2 3602.67 12714.4 4122.55 15593.3 -6035.8
internal_weight=0 3193 3171 3110 2211 2163 2120 2086 79 45 2007 899 86 813 177 83 56 94 67 636 415 56 359 263 50 213 182 161 139 221
internal_count=4073804 3193 3171 3110 2211 2163 2120 2086 79 45 2007 899 86 813 177 83 56 94 67 636 415 56 359 263 50 213 182 161 139 221
is_linear=0
shrinkage=0.1


Tree=2672
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 6 4 6 0 6 5 0 6 4 6 0 7 0 4 0 0 4 3 6 5 3 0 4 4 0
split_gain=8.79111e+11 5.29459e+12 1.21833e+13 1.59403e+13 1.97429e+13 1.0383e+14 2.32988e+13 3.03671e+13 1.90198e+13 3.44363e+13 3.70222e+13 2.79699e+13 2.85496e+13 2.23878e+13 1.87936e+13 1.83857e+13 1.80302e+13 4.06351e+13 3.57701e+13 1.83315e+13 2.98e+13 4.86378e+13 2.79429e+13 5.61105e+13 2.56742e+13 2.35857e+13 2.2458e+13 2.92473e+13 2.047e+13 1.89904e+13
threshold=30.226173900000003 30.205407000000005 8.5000000000000018 43.905000000000008 91.02500000000002 94.02500000000002 14.500000000000002 93.050000000000011 59.933037250000005 96.050000000000011 3.5000000000000004 59.963561900000009 100.05000000000001 15.500000000000002 108.05000000000001 60.042359000000012 6.0000000000000009 60.034792100000011 13.500000000000002 59.950512650000007 59.848366150000011 10.500000000000002 9.5000000000000018 82.00500000000001 1.5000000000000002 16.500000000000004 59.838047850000002 15.500000000000002 22.500000000000004 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 13 -10 11 14 -13 -7 -11 16 19 18 -18 20 26 -22 23 29 -23 -26 -5 -28 -29 -21
right_child=-2 2 3 4 5 8 7 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 -20 22 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=43.14507358383689 7.4483768976304923 -4219.3465253784516 -3808.9582297208199 -2331.843067220052 -17842.975558035712 17614.65671875 -85747.58439316861 -221058.99351851852 87763.714659090911 165210.93407738095 -41180.435974218752 -51095.888902064733 34115.546957859849 -101745.09741950758 39076.261805555558 -41730.952214421457 103330.35748046875 9577.632934195155 -33887.85968851779 63354.201872184691 -104054.69161879597 64430.612043042463 14759.640073056089 190805.22506009616 -17728.3664398285 74846.909375000003 179751.39993489583 -27046.181575520834 103561.30872395834 2950.2057071607942
leaf_weight=84130 3971697 9823 3727 60 21 30 43 27 55 21 125 56 132 33 27 74 20 1269 379 111 51 53 1284 26 333 30 21 24 24 98
leaf_count=84130 3971697 9823 3727 60 21 30 43 27 55 21 125 56 132 33 27 74 20 1269 379 111 51 53 1284 26 333 30 21 24 24 98
internal_value=0 -289.722 -1847.5 1009.83 5066.67 -12304.9 -110225 -137939 6297.85 14052.5 2822.21 26128.7 8733.42 -44907.1 94260.2 7633.89 8599.52 825.614 -27009.8 14730.4 -132.338 -11884.6 20562 52265.4 -584.895 -10077.5 42412.7 81320.9 38257.6 35030.8
internal_weight=0 102107 17977 8154 4427 570 91 70 479 416 361 236 188 63 48 3857 3783 1668 399 2115 596 467 1519 235 416 363 129 69 48 209
internal_count=4073804 102107 17977 8154 4427 570 91 70 479 416 361 236 188 63 48 3857 3783 1668 399 2115 596 467 1519 235 416 363 129 69 48 209
is_linear=0
shrinkage=0.1


Tree=2673
num_leaves=31
num_cat=0
split_feature=3 6 6 3 1 6 6 1 4 6 7 2 6 1 6 6 5 7 6 0 0 1 6 1 4 1 6 6 0 3
split_gain=8.15624e+11 3.4973e+12 5.01813e+12 1.10625e+12 4.75365e+12 7.23864e+12 7.44055e+12 1.07146e+13 5.8818e+12 1.94508e+12 2.24182e+12 1.99398e+12 1.61533e+12 1.00121e+12 9.25119e+11 8.04774e+11 7.40782e+12 3.77722e+13 3.86481e+13 3.5208e+13 3.48848e+13 3.55129e+13 3.4191e+13 2.76376e+13 3.11287e+13 4.70906e+13 2.98697e+13 2.75779e+13 6.1272e+13 2.61504e+13
threshold=36.500000000000007 52.330000000000005 78.605000000000004 33.500000000000007 37.740454950000007 86.030000000000015 71.030000000000015 37.534144550000008 36.500000000000007 128.05000000000004 6.0000000000000009 6082.0000000000009 43.905000000000008 37.768783500000005 49.010000000000012 54.010000000000012 1.5000000000000002 6.0000000000000009 80.030000000000015 45.040161900000008 45.029425500000009 37.318079750000003 69.605000000000004 37.780517050000007 4.5000000000000009 37.343102500000008 77.565000000000012 68.515000000000015 45.00849250000001 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=3 -2 -3 15 5 6 7 8 12 10 13 -12 -5 -6 -13 -1 17 18 19 20 21 -17 29 24 25 -23 27 -25 -29 -21
right_child=1 2 -4 4 9 -7 -8 -9 -10 -11 11 14 -14 -15 -16 16 -18 -19 -20 22 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-37.364413188142315 -39781.162268518521 28922.487684461808 -23519.628230574326 -34497.042730712892 -45893.783203125 -25953.180380544356 78115.746207682285 65387.586108398442 43434.5498046875 17617.81946364183 19769.915115792413 543.1440332031251 -940.05332031250009 -17195.79099672379 -29508.348130580358 40149.427760448278 89.296236460210764 2247.328548009094 8046.8805671735017 -445.90517672279361 24751.331844136803 164101.22637648811 -20762.552779012534 -160.73092123142794 -31980.054298462906 -11492.494257463728 -97851.075830078131 17060.446061905572 185329.57325000002 -7852.6557286802054
leaf_weight=2399175 27 36 37 32 20 31 24 32 20 26 28 20 26 31 21 206 1625746 19432 2657 7500 664 21 1506 2642 492 56 30 161 25 13080
leaf_count=2399175 27 36 37 32 20 31 24 32 20 26 28 20 26 31 21 206 1625746 19432 2657 7500 664 21 1506 2642 492 56 30 161 25 13080
internal_value=0 -9031.08 2342.24 0.221692 5964.11 17593.8 27668.1 16661.3 -3328.92 -7179.02 -12551.7 -800.794 -19454.3 -28449.9 -14849.1 -0.233646 52.9752 -1165.23 -3448.73 -4606.44 3675.54 -176.458 -6217.76 -2600.48 -22727 36396.7 1406.5 2459.45 39677.3 -5153.4
internal_weight=0 100 73 4.0737e+06 311 165 134 110 78 146 120 69 58 51 41 4.07339e+06 1.67422e+06 48472 29040 26383 4297 3633 22086 3427 569 77 2858 2828 186 20580
internal_count=4073804 100 73 4073704 311 165 134 110 78 146 120 69 58 51 41 4073393 1674218 48472 29040 26383 4297 3633 22086 3427 569 77 2858 2828 186 20580
is_linear=0
shrinkage=0.1


Tree=2674
num_leaves=31
num_cat=0
split_feature=6 1 6 0 0 1 3 0 0 1 4 3 3 3 4 6 1 5 4 4 4 3 1 1 3 2 6 0 6 6
split_gain=8.44018e+11 7.04302e+12 2.93818e+13 2.71396e+13 2.783e+13 1.79445e+13 1.49561e+13 1.35944e+13 2.26944e+13 1.64049e+13 1.51929e+13 1.41219e+13 1.40184e+13 1.15606e+13 1.06433e+13 9.12611e+12 8.5933e+12 3.63267e+13 2.71744e+13 1.16062e+13 3.16967e+13 3.31355e+13 2.01816e+13 1.53623e+13 1.96046e+13 3.53139e+13 2.37903e+13 1.82162e+13 1.3331e+13 1.6518e+13
threshold=118.04500000000002 91.443676550000006 122.65000000000002 56.020150250000007 52.960348700000004 86.020047450000007 7.5000000000000009 55.462387050000011 55.348830750000012 86.169282750000022 5.5000000000000009 5.5000000000000009 3.5000000000000004 6.5000000000000009 12.500000000000002 247.90000000000001 92.791023150000015 3.5000000000000004 5.5000000000000009 13.500000000000002 10.500000000000002 5.5000000000000009 92.865667950000017 92.865667950000017 4.5000000000000009 9907.0000000000018 128.05000000000004 56.020150250000007 189.00000000000003 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 8 9 13 15 12 -12 -7 -10 -11 17 -4 -19 20 23 -22 -21 -18 -25 26 27 -26 29 -28
right_child=1 2 16 6 -6 7 -8 -9 14 10 11 -13 -14 -15 -16 -17 19 18 -20 22 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=5.2813660386357091 -437.22989065305268 28143.387697723767 119464.67636718751 -38096.778898033728 117999.56802083334 -43549.030120849609 54793.128485576926 -79718.019962993421 92183.695507812503 -79667.9921073718 9732.6471268503283 -27517.521791294643 113164.9621875 -129055.64215029763 2839.077838541667 -245.67523777173915 -38213.681320529511 63060.049858710117 -29131.1581796875 37413.011876860124 159703.18706250002 13634.709603658537 -40474.679433593752 -12136.531344867697 -80597.503302556826 -17293.29803677263 61839.238685042132 45379.354475911459 9159.7883064516136 149903.08656180245
leaf_weight=4019687 52230 81 31 52 60 64 26 38 24 39 38 49 20 21 30 23 108 47 100 42 25 41 160 429 22 145 89 24 31 28
leaf_count=4019687 52230 81 31 52 60 64 26 38 24 39 38 49 20 21 30 23 108 47 100 42 25 41 160 429 22 145 89 24 31 28
internal_value=0 -392.288 6271.25 40197.2 66380.1 -587.596 -7133.48 -23285.9 -16323.5 -28839.5 -10816.1 12007.3 45399 -64674.2 42547.8 -50204.9 651.154 21090.5 344.942 -2529.1 2135.16 68963.7 -24280.2 -2899.87 2066.13 20039.4 47942.7 -14870.4 67465.8 82914.3
internal_weight=0 54117 1541 219 141 52576 78 346 308 254 169 107 58 85 54 62 1322 178 147 1144 942 66 202 876 768 339 194 46 148 117
internal_count=4073804 54117 1541 219 141 52576 78 346 308 254 169 107 58 85 54 62 1322 178 147 1144 942 66 202 876 768 339 194 46 148 117
is_linear=0
shrinkage=0.1


Tree=2675
num_leaves=31
num_cat=0
split_feature=6 6 4 5 2 0 3 1 0 1 4 4 4 3 5 0 1 4 4 5 6 6 4 6 1 4 4 4 2 3
split_gain=8.17666e+11 6.64937e+12 1.16066e+13 9.81927e+12 1.72792e+13 2.79401e+13 1.75148e+13 1.4393e+13 2.03496e+13 2.17863e+13 2.44737e+13 2.1626e+13 2.01172e+13 1.56175e+13 1.41523e+13 1.57053e+13 1.40354e+13 1.94744e+13 1.18387e+13 1.0608e+13 1.02574e+13 9.96466e+12 9.02732e+12 2.0103e+13 8.96872e+12 1.04847e+13 8.96465e+12 1.41759e+13 3.52002e+13 4.63995e+13
threshold=39.005000000000003 37.310000000000009 34.500000000000007 1.5000000000000002 2851.5000000000005 43.550475500000012 3.5000000000000004 30.323041000000003 59.848366150000011 30.303340300000002 5.5000000000000009 24.500000000000004 11.500000000000002 4.5000000000000009 4.5000000000000009 56.115175650000005 49.692247900000005 8.5000000000000018 32.500000000000007 2.5000000000000004 31.410000000000004 19.050000000000004 9.5000000000000018 36.605000000000011 92.791023150000015 18.500000000000004 24.500000000000004 20.500000000000004 9236.5000000000018 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 26 -1 5 19 14 8 11 13 -11 20 -12 21 -6 -16 17 -8 -9 -5 -7 -10 -18 24 -24 -26 27 -3 -29 -30
right_child=-2 2 -4 4 6 7 16 18 9 10 12 -13 -14 -15 15 -17 22 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=30.355305305476776 -25.886920838260519 712.44957574903276 -24075.396439144737 24272.786297528157 -1463.9621103448876 -68392.031516335235 -4617.0201384065203 -797.81718018643824 89040.120906929355 -45625.085754788306 118923.89177455357 -107939.904640625 37726.488537238627 -5220.0309906861494 9682.8663611778848 116947.45345052083 -7291.806761954198 -21117.817155369292 74342.38991815476 90789.015294471159 6642.1377853969361 19922.023081316267 7297.6618566907482 -11092.131118504898 55079.838484798573 -16658.802806712964 3178.3331293767301 -1477.0757296233483 -40305.314749965997 15247.645672722583
leaf_weight=803854 3054110 155597 190 308 11845 22 1427 13774 23 31 35 25 238 428 39 21 3181 1434 21 26 106 224 943 736 83 27 13047 11280 517 212
leaf_count=803854 3054110 155597 190 308 11845 22 1427 13774 23 31 35 25 238 428 39 21 3181 1434 21 26 106 224 943 736 83 27 13047 11280 517 212
internal_value=0 77.5345 627.515 -41.0325 -1680.75 846.123 -3634.68 206.079 11046 16346.4 38575.2 -22869.6 48136.4 6335.23 -1218.57 47225.5 -7307.74 -12887.6 -683.432 29450.7 -6254.36 26358.1 -4095.68 1587.33 10449.7 37471.3 653.496 456.954 -2853.42 -24150
internal_weight=0 1.01969e+06 180843 838851 34997 15261 19736 14927 1132 979 304 153 273 675 11905 60 7831 2861 13795 334 128 247 4970 1789 1053 110 180653 167606 12009 729
internal_count=4073804 1019694 180843 838851 34997 15261 19736 14927 1132 979 304 153 273 675 11905 60 7831 2861 13795 334 128 247 4970 1789 1053 110 180653 167606 12009 729
is_linear=0
shrinkage=0.1


Tree=2676
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 5 3 2 0 4 7 6 1 4 6 6 6 4 3 3 6 4 1 4 6 3 4 0 6
split_gain=8.44763e+11 1.26006e+13 3.84985e+13 3.42959e+13 4.04961e+13 1.77304e+13 2.63262e+13 1.82992e+13 1.72561e+13 1.80768e+13 4.63328e+13 4.38627e+13 4.36194e+13 5.6538e+13 5.23856e+13 4.56725e+13 4.0795e+13 3.6584e+13 8.87085e+13 3.44866e+13 3.36509e+13 3.36119e+13 2.72026e+13 3.43534e+13 4.04797e+13 2.82517e+13 2.69769e+13 2.5837e+13 2.40266e+13 4.67022e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 6082.0000000000009 61.511492200000006 55.183288250000011 1.5000000000000002 1.5000000000000002 5611.5000000000009 57.15297970000001 23.500000000000004 6.0000000000000009 92.02500000000002 65.493200550000012 9.5000000000000018 98.020000000000024 86.920000000000016 149.05000000000004 6.5000000000000009 5.5000000000000009 14.500000000000002 100.05000000000001 8.5000000000000018 65.493200550000012 6.5000000000000009 110.01500000000001 7.5000000000000009 19.500000000000004 57.14107305000001 90.045000000000016
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 -1 -3 5 -5 6 -4 -8 9 10 21 20 16 15 17 -14 -11 19 -19 -15 -12 28 23 24 -23 -25 -16 -24 -7 -30
right_child=-2 2 3 4 -6 8 7 -9 -10 12 11 -13 13 14 26 -17 -18 18 -20 -21 -22 22 27 25 -26 -27 -28 -29 29 -31
leaf_value=10.05199728884762 78.414671736718304 -11661.657837947781 -2023.3560337310494 -20756.816007837144 -3484.5461817655 -1024.0460098259223 -3328.6228473122192 4556.3569237900565 11980.835056799779 1521.9929867837845 32914.870726799243 -5363.2870923630735 51867.418605638588 43903.214896867081 -32011.941925435131 -34504.802131627825 -44452.206782423855 33085.919531250001 314518.04449404764 163159.66250000001 123887.49677875906 49111.082488787622 -9707.3060529512713 -165016.80136858262 -77101.06640625 -56438.589468544407 71457.133192567562 -107227.45339006696 -8797.9781041327933 31609.515622698338
leaf_weight=2951380 1027379 3367 13798 1637 7948 25073 3426 20889 932 7658 99 141 92 148 79 183 198 24 21 29 69 54 914 35 48 76 37 28 7745 297
leaf_count=2951380 1027379 3367 13798 1637 7948 25073 3426 20889 932 7658 99 141 92 148 79 183 198 24 21 29 69 54 914 35 48 76 37 28 7745 297
internal_value=0 -26.4446 -1159.75 -774.058 -6434.44 -113.164 1465.53 3445.36 -1481.25 -1772.71 -2786.84 35762.4 2367.99 28059.8 55453.3 -5609.37 363.275 83911 164421 63442.4 70278.6 -3134.43 -19903.6 -52177.3 -10282.9 -90675 991.125 -12606 -2549.55 -7305.68
internal_weight=0 3.04642e+06 95045 91678 9585 82093 38113 24315 43980 43048 34579 309 8469 613 338 275 7856 222 45 177 168 34270 1155 213 102 111 116 942 33115 8042
internal_count=4073804 3046425 95045 91678 9585 82093 38113 24315 43980 43048 34579 309 8469 613 338 275 7856 222 45 177 168 34270 1155 213 102 111 116 942 33115 8042
is_linear=0
shrinkage=0.1


Tree=2677
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 4 0 1 6 0 0 6 1 1 3 3 0 1 6 4 1 1 1 4 1 1 0 1 6 6
split_gain=8.79968e+11 8.0604e+12 2.63133e+13 4.1549e+13 7.1484e+13 8.347e+13 7.45339e+13 6.19187e+13 6.97343e+13 6.13616e+13 5.14769e+13 5.08324e+13 5.018e+13 6.03652e+13 3.81073e+13 6.37428e+13 5.01218e+13 4.32178e+13 4.12581e+13 3.77874e+13 3.68861e+13 3.32321e+13 5.70668e+13 4.51456e+13 5.7485e+13 5.38332e+13 4.35527e+13 6.35889e+13 7.5237e+13 6.36179e+13
threshold=56.128722100000005 55.876067900000002 64.015000000000015 21.500000000000004 37.475446350000006 24.500000000000004 55.897267000000006 37.517483500000004 66.990000000000023 55.883833400000007 55.883833400000007 84.00500000000001 37.425454150000007 37.442254400000003 5.5000000000000009 3.5000000000000004 55.897267000000006 37.543519500000009 70.50500000000001 20.500000000000004 37.543519500000009 91.443676550000006 47.504912950000005 16.500000000000004 37.897576350000001 47.256487700000001 55.93962770000001 37.740454950000007 67.445000000000007 81.705000000000013
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 10 6 14 9 8 -7 -5 11 -4 -11 -14 15 17 -17 -6 -16 21 -13 22 23 24 26 -26 27 28 -12 -30
right_child=-2 2 3 4 5 7 -8 -9 -10 12 19 20 13 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=17.621481004712685 77.896807980052358 -15.998857822820066 -9672.702528914022 -24065.102560682182 40922.412903519755 74633.897823660722 8081.7165926402704 -7327.6666113290548 -60864.991041699461 136220.92804741752 34437.818333690979 -19410.34211331153 11444.183902152929 96967.177706384362 -6268.1907311815366 -67199.229325691602 2931.1560083705358 -15792.418068704044 20761.198132368867 51873.817626953125 -72143.913982014084 968.39242637573193 -23115.250092406728 -11225.373143604758 -13543.278759834428 2723.6218826378249 -4110.2217967528986 27021.826118301033 -15935.633115910763 12330.847340431214
leaf_weight=2790408 1069483 165068 1269 83 284 42 1100 2626 397 90 632 258 174 157 746 244 175 255 2324 124 273 11894 1701 6638 5417 3258 3939 1524 1781 1440
leaf_count=2790408 1069483 165068 1269 83 284 42 1100 2626 397 90 632 258 174 157 746 244 175 255 2324 124 273 11894 1701 6638 5417 3258 3939 1524 1781 1440
internal_value=0 -27.7298 -619.319 -2658.19 3608.19 -703.093 22673 -13139.1 -47901.5 54519.1 -4015.64 -20543.2 70011.9 52009.5 8759.73 -8652.15 -37908.5 14090.7 14193.1 -3239.86 -46522 -3418.65 -5400.4 -4176.93 -1576.32 -7434.05 3878.37 9730.52 2891.19 -3298.65
internal_weight=0 3.00432e+06 213913 48845 8697 7093 1604 3065 439 504 40148 1800 421 331 4028 958 419 539 3070 38348 531 38224 26330 24629 17991 8675 9316 5377 3853 3221
internal_count=4073804 3004321 213913 48845 8697 7093 1604 3065 439 504 40148 1800 421 331 4028 958 419 539 3070 38348 531 38224 26330 24629 17991 8675 9316 5377 3853 3221
is_linear=0
shrinkage=0.1


Tree=2678
num_leaves=31
num_cat=0
split_feature=4 7 4 3 0 0 1 1 1 0 0 6 0 1 0 1 6 3 0 1 1 0 0 4 0 0 1 4 1 1
split_gain=9.32886e+11 7.63505e+12 3.01446e+13 4.07038e+13 6.52311e+13 5.37538e+13 5.35479e+13 4.95568e+13 7.69273e+13 4.51581e+13 6.83778e+13 4.40159e+13 4.19594e+13 3.80775e+13 3.51716e+13 3.50571e+13 3.46429e+13 3.45594e+13 3.40291e+13 4.59136e+13 5.90927e+13 3.29853e+13 3.15246e+13 6.87552e+13 1.07568e+14 1.28566e+14 1.45155e+14 1.18294e+14 9.68804e+13 7.30173e+13
threshold=19.500000000000004 6.0000000000000009 20.500000000000004 12.500000000000002 55.649510000000014 55.768246800000007 37.755233900000007 30.315889700000003 30.345769800000003 59.990753350000013 60.002985000000002 78.605000000000004 55.60524465000001 38.965413050000002 45.053967500000006 37.71815560000001 56.805000000000007 5.5000000000000009 55.737027400000009 37.618684050000006 37.780517050000007 59.898927250000007 55.749683450000006 24.500000000000004 55.649510000000014 55.710673100000008 37.543519500000009 22.500000000000004 37.924401400000008 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 -3 11 15 17 -9 -5 -8 -15 21 -6 -11 -18 -20 -21 -10 23 24 -4 26 27 -26 29 -28
right_child=1 2 22 4 5 -7 13 8 9 10 -12 -13 -14 14 -16 -17 18 -19 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=17.374205697789257 -642.43083039148235 5855.9236836906612 2610.7079346785854 -5113.5143433415697 15539.884749670389 4867.066404514856 19484.965168760256 -56227.931709155702 -14047.512788678887 59266.005555555552 -469.38552039194923 -176520.15886824325 -62797.607602163465 -37159.821861373544 -2355.3847939581565 -82467.77112530965 22489.299177602705 230311.71071428573 53788.797517475337 258558.44854525864 50941.528620793273 -48216.89124787983 -542.38740978870089 -196.55042996744737 -42474.329925096652 5106.9112174463962 148756.24579644096 30429.461384810525 11940.324090542576 55648.021533570361
leaf_weight=3599339 181071 1048 41552 4204 557 3901 781 171 3998 27 177 37 130 301 8207 82 178 21 152 29 26 304 141135 79094 388 4424 90 522 545 1313
leaf_count=3599339 181071 1048 41552 4204 557 3901 781 171 3998 27 177 37 130 301 8207 82 178 21 152 29 26 304 141135 79094 388 4424 90 522 545 1313
internal_value=0 -131.802 183.337 -3187.41 2068.53 10044.1 -6370.32 -13851.3 -18138.8 -15454.2 28238.4 -77626.1 -6843.77 -1646.89 -3586.71 -17696.7 31483.4 134099 54549.8 82118.7 160412 -16462.1 488.149 1625.08 4575.47 15786.7 32318.2 -654.792 47721.5 61620.8
internal_weight=0 474465 293394 24331 9177 4843 15154 5865 4817 4609 225 208 4334 9289 8508 4384 942 48 385 207 55 4302 269063 127928 48834 7282 2858 910 1948 1403
internal_count=4073804 474465 293394 24331 9177 4843 15154 5865 4817 4609 225 208 4334 9289 8508 4384 942 48 385 207 55 4302 269063 127928 48834 7282 2858 910 1948 1403
is_linear=0
shrinkage=0.1


Tree=2679
num_leaves=31
num_cat=0
split_feature=1 6 6 3 6 1 6 6 1 6 0 3 3 0 0 0 1 3 0 5 4 4 4 5 0 1 3 0 0 3
split_gain=9.43228e+11 5.53065e+12 1.25767e+13 1.6888e+13 1.33219e+13 3.12115e+13 1.39417e+13 1.19435e+13 1.21389e+13 2.27944e+13 1.91108e+13 1.64635e+13 1.23195e+13 1.14424e+13 4.01077e+13 1.70028e+13 2.75974e+13 1.65965e+13 1.5506e+13 1.68686e+13 2.67534e+13 1.44992e+13 1.37626e+13 1.35637e+13 2.0982e+13 2.84433e+13 2.01092e+13 3.0083e+13 1.79205e+13 1.84495e+13
threshold=83.000013850000016 59.010000000000012 54.710000000000008 1.5000000000000002 57.715000000000011 83.050033500000012 56.805000000000007 66.010000000000005 83.00362155000002 86.920000000000016 55.034466500000008 1.5000000000000002 8.5000000000000018 55.012854300000008 54.998919050000005 55.007293000000011 83.011163250000024 9.5000000000000018 54.945424150000001 2.5000000000000004 7.5000000000000009 17.500000000000004 14.500000000000002 2.5000000000000004 55.018166200000003 83.007653300000015 1.5000000000000002 55.014086100000007 56.067362750000008 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 13 9 10 -9 -11 -13 14 18 16 22 23 19 20 -3 -18 -16 24 25 26 27 -15 29 -25
right_child=1 7 3 -5 -6 -7 -8 8 -10 11 -12 12 -14 17 15 -17 21 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=17.434010401260547 -137.4806937252888 -7978.2394770027713 88620.700013241527 2722.6479553043255 -4769.3833164807911 1471.5880047897811 21480.026382211538 -49416.300836074566 710.16330439684543 5601.0817832126686 28984.883655427631 -5560.3649920211519 839.12067075028835 -11597.646780847517 91573.279186480984 2825.9655736384475 18289.399623946814 -8114.985464809969 -11787.936172447206 -2854.5345659108953 7965.1727354850045 -775.22522063078713 33087.347981466613 -3870.1906627026528 -7078.7954865175407 95413.326663306449 -7001.4470325322582 7092.2434302735319 7906.221183587566 3803.9149644697777
leaf_weight=3601077 282132 1434 59 33128 5920 1713 65 171 69491 2456 38 8574 4634 1087 46 2149 924 4994 1440 14088 3956 702 321 9262 9471 31 3054 4146 2507 4734
leaf_count=3601077 282132 1434 59 33128 5920 1713 65 171 69491 2456 38 8574 4634 1087 46 2149 924 4994 1440 14088 3956 702 321 9262 9471 31 3054 4146 2507 4734
internal_value=0 -132.806 100.054 1739.19 -2460.89 4978.58 53426 -635.23 140.239 -2354.85 -35161.5 -1917.12 -3315.12 -1664 5.65537 8996.04 15649.1 -2729.05 -1774.54 -1034.26 3723.46 10058.5 40418 -1944.69 -3860.26 -195.577 -553.23 3209.98 120.155 -1274.51
internal_weight=0 472727 323017 40885 7757 1837 124 149710 85364 15873 209 15664 13208 64346 25060 4142 1993 39286 20918 19478 5390 1626 367 34292 17789 8318 8287 5233 16503 13996
internal_count=4073804 472727 323017 40885 7757 1837 124 149710 85364 15873 209 15664 13208 64346 25060 4142 1993 39286 20918 19478 5390 1626 367 34292 17789 8318 8287 5233 16503 13996
is_linear=0
shrinkage=0.1


Tree=2680
num_leaves=31
num_cat=0
split_feature=3 0 0 1 6 6 1 6 6 3 3 6 6 4 6 6 6 4 4 6 6 3 0 0 0 6 4 6 0 0
split_gain=9.1147e+11 4.3927e+12 1.02291e+13 2.47906e+13 1.34753e+13 2.97185e+13 1.84308e+13 1.83271e+13 1.38948e+13 2.22941e+13 2.69475e+13 2.43891e+13 1.25304e+13 1.02487e+13 1.04159e+13 7.70821e+13 2.46419e+13 2.16029e+13 1.66409e+13 2.52455e+13 2.02091e+13 2.57193e+13 2.06364e+13 2.53428e+13 1.16656e+13 1.00545e+13 9.61904e+12 9.21436e+12 1.43149e+13 1.41828e+13
threshold=17.500000000000004 45.029425500000009 45.022979600000006 39.069277450000008 103.03500000000001 95.045000000000016 38.958307950000012 138.05000000000004 66.990000000000023 20.500000000000004 22.500000000000004 86.920000000000016 56.805000000000007 26.500000000000004 103.03500000000001 105.00500000000001 97.020000000000024 18.500000000000004 23.500000000000004 108.05000000000001 114.05000000000001 22.500000000000004 45.015054600000006 44.739668300000005 44.601833250000006 156.15000000000003 23.500000000000004 168.45000000000002 43.6005307 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 26 12 11 -11 -10 -4 14 16 -16 -2 -17 19 -19 -20 22 23 -22 -18 -23 -8 28 -21 -29
right_child=1 -3 3 -5 6 -7 7 -9 9 10 -12 -13 -14 -15 15 17 24 18 20 27 21 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=9.1368478029781297 493.12033469367572 -348.51646211865568 8308.6028475359162 95929.335072954971 57047.662667410717 131994.69320126489 -87861.441896446093 15505.198583026962 86822.523217773443 -69022.920432692321 73747.283906250013 9212.0992864583332 -37947.599209415217 -62070.997588641825 198465.56058238636 78748.038823784736 -116710.67649456521 56710.716381048391 -71495.184121093756 -117558.16552419355 46443.600475543477 -45844.533510044646 2075.3278532608697 198386.34078311012 -31180.735997596159 40427.858061079547 -19785.134910714289 34191.653177083339 -32301.91809353299 -74523.466191406245
leaf_weight=3927269 3668 141466 422 34 28 21 51 51 88 39 20 75 68 26 22 36 23 31 20 31 23 35 23 21 52 22 35 30 54 20
leaf_count=3927269 3668 141466 422 34 28 21 51 51 88 39 20 75 68 26 22 36 23 31 20 31 23 35 23 21 52 22 35 30 54 20
internal_value=0 -244.876 2647.54 12111.9 8938.43 14750.4 -16880.7 -31990.1 11292.3 32046.6 -20626.2 51112.2 1889.37 515.362 911.189 16964.3 -667.106 5423.8 -3091.27 -24670.4 21784.7 36829.9 78836.5 118962 -57409.9 -12546.4 -60156 -43358 -63395.4 -9294.39
internal_weight=0 146535 5069 932 898 733 165 137 712 222 59 163 490 4137 4111 368 3743 346 310 166 144 124 67 44 75 57 86 135 85 50
internal_count=4073804 146535 5069 932 898 733 165 137 712 222 59 163 490 4137 4111 368 3743 346 310 166 144 124 67 44 75 57 86 135 85 50
is_linear=0
shrinkage=0.1


Tree=2681
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 6 3 3 6 5 6 4 4 1 3 4 3 6 6 6 4 6 0 3 3 6 4 6 6
split_gain=9.25426e+11 1.092e+13 4.89924e+13 7.58803e+13 3.6328e+13 2.85964e+13 2.72259e+13 3.61482e+13 4.56436e+13 4.16507e+13 4.00735e+13 3.20974e+13 2.90493e+13 6.72032e+13 3.44914e+13 3.12809e+13 3.8383e+13 9.82827e+13 8.49037e+13 1.01624e+14 6.21343e+13 4.00519e+13 5.0734e+13 3.94004e+13 3.53306e+13 2.81199e+13 2.78959e+13 2.74959e+13 3.65334e+13 6.13059e+13
threshold=45.059854000000009 45.073441650000007 38.927872750000006 38.965413050000002 6.5000000000000009 1.5000000000000002 128.05000000000004 3.5000000000000004 5.5000000000000009 142.05000000000004 4.5000000000000009 63.705000000000005 14.500000000000002 13.500000000000002 38.948208550000011 16.500000000000004 24.500000000000004 14.500000000000002 95.045000000000016 89.00500000000001 90.045000000000016 17.500000000000004 65.805000000000021 45.063245050000006 8.5000000000000018 16.500000000000004 142.05000000000004 11.500000000000002 96.050000000000011 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 -8 25 -6 13 27 -15 16 21 18 19 -18 -19 23 -23 -14 -20 26 -10 28 29 -13
right_child=1 -3 3 5 6 -7 7 8 10 -11 -12 12 15 14 -16 -17 17 20 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-143.76874217209718 -9451.7717493919445 -7.1184551240285572 -3654.0430856572757 9265.5463850223314 6666.5118521936956 -737.84990992011376 -44293.123437500006 -163512.4057291667 -33954.329164106392 133315.17500000002 50190.263625372027 -4541.4561616144956 -4048.8102462858842 19080.237351613232 -58965.631321374065 -6149.6373129986705 44084.149202543224 64797.129843750008 -12133.835305851064 278895.393125 303452.68802083336 127748.51811995968 -2561.8013896780303 32912.008974840974 -163389.50067934784 11569.700399241729 -128537.72141927083 46814.537622930722 -26936.795427158901 61744.196758161277
leaf_weight=403392 3964 3606732 2226 3069 7329 41505 23 24 89 31 63 370 338 77 214 376 235 20 47 20 24 31 825 1966 23 68 48 227 224 224
leaf_count=403392 3964 3606732 2226 3069 7329 41505 23 24 89 31 63 370 338 77 214 376 235 20 47 20 24 31 825 1966 23 68 48 227 224 224
internal_value=0 15.8007 1313.91 2028.54 8144.55 -49.0981 10178 -17495.1 -31394.9 57667.2 -19563.5 10939.7 16915.3 4187.09 -38314.3 21270 24191.4 54710.7 35721.3 62500.7 194973 20627.6 2157.38 27489.8 -61832.1 -41000 -67093 16022.4 7477.41 20455.2
internal_weight=0 3.67041e+06 63680 59716 15142 44574 12916 346 292 54 268 12570 5241 1336 291 3905 3529 369 325 255 44 3160 856 2304 70 205 137 1045 818 594
internal_count=4073804 3670412 63680 59716 15142 44574 12916 346 292 54 268 12570 5241 1336 291 3905 3529 369 325 255 44 3160 856 2304 70 205 137 1045 818 594
is_linear=0
shrinkage=0.1


Tree=2682
num_leaves=31
num_cat=0
split_feature=4 4 3 1 1 6 0 0 6 0 1 6 1 1 6 5 1 6 0 6 6 6 6 0 3 6 6 0 6 5
split_gain=9.03161e+11 6.4375e+12 1.65716e+13 1.58918e+13 5.81476e+13 3.10956e+13 2.4167e+13 3.13078e+13 1.74657e+13 1.73157e+13 1.67035e+13 4.45757e+13 2.80935e+13 2.68088e+13 2.81409e+13 1.53647e+13 1.52423e+13 3.21274e+13 2.05705e+13 9.35239e+13 8.10712e+13 1.64738e+13 1.57907e+13 2.1889e+13 1.85708e+13 1.46998e+13 1.92545e+13 1.36317e+13 1.34875e+13 2.235e+13
threshold=3.5000000000000004 4.5000000000000009 3.5000000000000004 38.989878900000008 38.97264950000001 49.895000000000003 45.059854000000009 45.047736150000013 78.605000000000004 45.040161900000008 39.069277450000008 114.05000000000001 39.135518400000002 39.01296365000001 134.05000000000004 2.5000000000000004 38.166910000000009 99.050000000000011 45.022979600000006 74.615000000000009 81.705000000000013 57.995000000000012 93.050000000000011 46.323575350000006 2.5000000000000004 134.05000000000004 96.050000000000011 45.097384400000003 59.505000000000003 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 16 9 7 8 -7 -6 11 -5 25 14 -13 -9 -2 18 19 -18 -21 -20 23 -23 -24 26 -12 -11 -4 -30
right_child=1 -3 28 10 5 6 -8 15 -10 27 12 13 -14 -15 -16 -17 17 -19 21 20 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=189.80928448207172 2051.5143954398518 11.821600110112414 -1344.3606118297284 -5551.2247440698711 -19746.887365873365 50872.534569809992 8253.9392866505877 128367.29203345071 -10771.550119173729 40353.565265475714 21337.085360838304 -98842.444471153853 -786.03269416363617 -146379.67624999999 58935.520703125003 50873.919252929685 1818.3575847433931 -57770.2836082176 -1656.6002697184829 266645.54948918271 28914.606481933595 -43898.383457145246 78472.142145270278 -10215.774665225323 -31808.329972956733 103928.95046875 -47814.694658430235 -7029.9259140091717 -12817.280750011661 -2483.4099333572681
leaf_weight=236154 25514 3715317 23412 4327 162 208 149 71 59 157 633 26 52287 35 20 40 537 108 3660 26 32 257 37 774 26 20 43 99 3079 6535
leaf_count=236154 25514 3715317 23412 4327 162 208 149 71 59 157 633 26 52287 35 20 40 537 108 3660 26 32 257 37 774 26 20 43 99 3079 6535
internal_value=0 -11.6801 -725.44 -17.6644 1771.13 26206.8 42362.1 55806.9 37250.8 5838.64 -1012.44 -6927.09 -520.363 -80425.7 -30243.3 100442 1025.54 -3771.35 -2681.08 14847.9 135484 -4874.97 -15642.1 -18611.9 32959.6 19438.1 16938.4 22029.5 -2639.36 -5792.96
internal_weight=0 3.83765e+06 122333 89307 31916 945 527 378 267 418 57391 4408 52983 81 46 111 30971 5457 5349 595 58 4754 1094 1031 63 696 676 256 33026 9614
internal_count=4073804 3837650 122333 89307 31916 945 527 378 267 418 57391 4408 52983 81 46 111 30971 5457 5349 595 58 4754 1094 1031 63 696 676 256 33026 9614
is_linear=0
shrinkage=0.1


Tree=2683
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 1 1 1 1 4 4 6 6 5 6 6 6 4 1 1 1 3 6 4 3 2 5 4 1 6
split_gain=8.98724e+11 5.53048e+12 2.89582e+13 2.8232e+13 2.83885e+13 3.3348e+13 2.98807e+13 2.96862e+13 2.17568e+13 4.82982e+13 2.482e+13 4.28123e+13 4.49911e+13 3.1704e+13 2.65157e+13 3.39962e+13 3.75533e+13 4.48943e+13 3.48417e+13 5.51246e+13 5.39531e+13 4.5454e+13 6.28573e+13 3.20927e+13 4.20596e+13 3.90235e+13 3.08317e+13 2.80411e+13 2.74948e+13 3.98467e+13
threshold=5.5000000000000009 43.687280500000007 44.046956350000009 17.500000000000004 8.5000000000000018 40.965343750000009 40.024897700000004 43.047633000000012 39.625203600000013 8.5000000000000018 8.5000000000000018 118.04500000000002 116.05000000000001 5.5000000000000009 34.605000000000011 65.410000000000011 66.010000000000005 6.5000000000000009 39.873894000000007 39.712886600000012 39.723160900000003 2.5000000000000004 56.805000000000007 7.5000000000000009 7.5000000000000009 3999.0000000000005 3.5000000000000004 6.5000000000000009 39.749243900000003 94.02500000000002
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 8 3 4 5 6 -3 -6 9 -2 11 12 14 -13 -10 18 17 -17 19 21 27 22 -16 -18 26 -26 28 -21 29 -25
right_child=1 2 -4 -5 7 -7 -8 -9 10 -11 -12 13 -14 -15 15 16 23 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=75.115464288651637 127018.91933355651 37523.952182635476 -24.572359527774466 98079.501528033099 -2844.4461115148515 10981.052482330992 144401.57235991381 18356.267510046775 5637.6149366627578 -27430.360273437502 81.394105925348242 14896.284229381115 -116536.99986539275 129569.37917187501 19969.439416503908 -17251.589671875001 -6835.1666541313452 164193.914921875 -5871.9351103173485 -28256.666608578038 -16636.553779329039 -7654.7784962390724 184617.17850617442 37936.959133429278 -119079.17370426829 2251.2630209147137 129022.73275462964 -66767.702818821708 9893.3789284406394 189328.270625
leaf_weight=1145099 41 267 2870009 34 2950 1370 29 851 1656 40 40601 677 37 25 92 25 2733 30 3632 348 1537 420 31 133 41 75 27 414 560 20
leaf_count=1145099 41 267 2870009 34 2950 1370 29 851 1656 40 40601 677 37 25 92 25 2733 30 3632 348 1537 420 31 133 41 75 27 414 560 20
internal_value=0 -29.3695 -10.679 7237.84 6672.88 17557.4 47995.1 1902.15 -1039.7 50747.7 -1118.68 -5012.57 -6438.6 18980.1 -6092.62 -8012.49 -286.305 81718.7 -12361.3 -20654.5 -27423 8002.42 61466 -1543 15353.6 -40632.8 24129.8 -49180 20157.7 57726.7
internal_weight=0 2.9287e+06 2.87551e+06 5501 5467 1666 296 3801 53195 81 53114 12513 11811 702 11774 10118 3644 55 6474 2842 2299 543 123 3589 856 116 740 762 713 153
internal_count=4073804 2928705 2875510 5501 5467 1666 296 3801 53195 81 53114 12513 11811 702 11774 10118 3644 55 6474 2842 2299 543 123 3589 856 116 740 762 713 153
is_linear=0
shrinkage=0.1


Tree=2684
num_leaves=31
num_cat=0
split_feature=6 4 0 1 1 0 0 2 6 1 2 1 6 6 1 1 4 0 4 3 0 0 6 4 7 0 6 4 1 0
split_gain=8.92687e+11 4.86402e+12 1.20331e+13 1.54743e+13 2.30307e+13 1.44086e+13 1.65623e+13 1.53583e+13 1.02717e+13 6.90371e+12 6.67486e+12 1.52957e+13 9.22963e+12 5.1786e+12 5.03593e+12 2.19238e+13 6.4687e+13 7.43496e+13 7.50979e+13 4.57339e+13 4.23047e+13 4.00069e+13 3.45114e+13 2.85727e+13 2.48426e+13 2.22417e+13 2.16325e+13 3.70441e+13 3.53311e+13 3.2737e+13
threshold=87.395000000000024 1.5000000000000002 59.864072000000007 39.178027400000005 38.958307950000012 44.878071950000013 46.323575350000006 2599.0000000000005 99.050000000000011 39.596303450000001 7912.5000000000009 94.478249850000012 134.05000000000004 90.045000000000016 38.166910000000009 38.948208550000011 14.500000000000002 55.840017500000009 10.500000000000002 2.5000000000000004 45.036141150000006 55.775215600000003 106.49500000000002 2.5000000000000004 6.0000000000000009 55.801384500000005 98.020000000000024 7.5000000000000009 38.657016300000002 45.109778000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 11 13 -12 -11 -3 16 17 23 24 20 -18 -21 -22 -16 -19 -23 -25 28 -28 -30
right_child=1 14 -4 9 8 6 7 -9 -10 10 12 -13 -14 -15 15 -17 19 18 -20 21 22 25 -24 26 -26 -27 27 -29 29 -31
leaf_value=11.735538097138576 79446.312081473225 451.29467840288345 -56072.132392578133 -56271.177812499998 33472.611718749999 -22741.77528125 -14479.575229390464 92073.675957661297 121165.46753216913 -14590.851657976424 -5762.6846964237611 91672.320535714287 -76696.36355096726 9086.9972737437183 18567.25619308036 -310.06932357354117 -63145.701873224432 5616.5260523412144 191434.58300000001 6323.8467731855962 129683.73353949653 -130628.71220534752 12883.418910256412 -14468.319240061093 92484.12896592883 -28736.873069130503 -49120.056835743744 -50576.469385734119 -37859.217748384326 12957.450440100714
leaf_weight=3832905 28 76636 30 20 22 100 24 31 34 112 145 21 21 527 175 157407 22 385 25 1997 72 29 39 1454 36 82 252 605 191 377
leaf_count=3832905 28 76636 30 20 22 100 24 31 34 112 145 21 21 527 175 157407 22 385 25 1997 72 29 39 1454 36 82 252 605 191 377
internal_value=0 -186.722 6402.79 8130.2 30598.8 13426.7 1500.62 45577.7 86714.7 1782.69 3188.35 7696.65 -14736.2 4936.89 -217.364 -531.454 -6601.4 -15095.2 23044.1 6664.23 63537.4 3075.93 88645.8 -20665 13044.6 -55357.3 -23049.7 -31805.7 -17956.6 -4130.55
internal_weight=0 240899 1115 1085 239 183 155 55 56 846 826 660 166 639 239784 163148 5741 3500 446 2241 133 2108 111 3054 421 111 2879 1425 820 568
internal_count=4073804 240899 1115 1085 239 183 155 55 56 846 826 660 166 639 239784 163148 5741 3500 446 2241 133 2108 111 3054 421 111 2879 1425 820 568
is_linear=0
shrinkage=0.1


Tree=2685
num_leaves=31
num_cat=0
split_feature=0 6 6 5 4 1 6 1 1 6 3 4 4 1 7 7 1 4 4 7 6 6 4 4 5 6 0 3 1 5
split_gain=8.66061e+11 5.28474e+12 5.66009e+12 8.46151e+12 9.84268e+12 8.42499e+12 1.03062e+13 7.9046e+12 6.56208e+12 6.45542e+12 5.55005e+12 5.78441e+12 5.63867e+12 5.28803e+12 6.28127e+12 4.96676e+12 4.89913e+12 6.5039e+12 5.03878e+12 1.1882e+13 1.11272e+13 4.8683e+12 2.30896e+13 2.31565e+13 1.65301e+13 1.36049e+13 3.03755e+13 1.10857e+13 7.51646e+12 9.93232e+12
threshold=43.051287600000009 39.995000000000012 46.010000000000012 1.5000000000000002 10.500000000000002 45.71452080000001 63.855000000000011 47.504912950000005 47.800771000000005 48.025000000000013 15.500000000000002 17.500000000000004 19.500000000000004 47.899251850000006 6.0000000000000009 6.0000000000000009 44.628646350000004 4.5000000000000009 3.5000000000000004 6.0000000000000009 82.905000000000015 156.15000000000003 4.5000000000000009 9.5000000000000018 4.5000000000000009 247.90000000000001 42.965693300000005 8.5000000000000018 47.504912950000005 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 15 -7 10 -6 12 -12 16 14 -10 -4 17 -5 19 20 -18 -20 -23 28 25 26 -25 -28 29 -24
right_child=-2 2 3 8 9 7 -8 -9 13 -11 11 -13 -14 -15 -16 -17 18 -19 21 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-3897.7109086201194 -4.0393474404587115 4867.2735196787999 32039.319728640294 -59287.764908854166 20300.155090864315 -20401.354137185626 -30658.419445430874 -6293.6595657010912 -28231.651821103304 -295.54742742129838 -71652.611323474703 -1675.072974537037 -43089.395633370536 -2200.7919035435038 1403.3574830144898 4341.5636120135969 23984.54603327973 -5728.5297729789927 1490.2467964950022 -21357.752305825245 -4785.5209212070922 81830.95225290698 -47205.096856831398 -929.26161317567573 -24841.41826923077 -4540.9027573529411 155790.19495967744 66289.653042968755 -50215.815604881005 9776.0701982606133
leaf_weight=2484 4042776 3210 94 24 172 633 66 1066 184 1321 21 27 28 1515 117 208 443 410 18297 103 193 43 43 37 39 34 31 25 54 106
leaf_count=2484 4042776 3210 94 24 172 633 66 1066 184 1321 21 27 28 1515 117 208 443 410 18297 103 193 43 43 37 39 34 31 25 54 106
internal_value=0 526.305 911.298 410.047 -4109.72 -8578.53 5139.36 -11549.8 1149.02 2077.17 1672.68 -32290.2 1754.56 -4606.07 -16712.4 12962.7 1817.72 -8690.33 2052.21 10151.2 15254 1732.31 12482.2 4400.92 32103.3 49590.3 69380.2 115835 -18252.3 -6668.16
internal_weight=0 31028 28544 25334 3560 2067 368 1699 21774 1493 19958 48 19910 1816 301 302 19882 434 19448 739 636 18709 412 369 166 127 93 56 203 149
internal_count=4073804 31028 28544 25334 3560 2067 368 1699 21774 1493 19958 48 19910 1816 301 302 19882 434 19448 739 636 18709 412 369 166 127 93 56 203 149
is_linear=0
shrinkage=0.1


Tree=2686
num_leaves=31
num_cat=0
split_feature=4 0 0 4 7 4 1 4 1 4 6 1 0 5 0 2 1 4 1 4 3 6 4 6 6 1 1 4 1 0
split_gain=8.55437e+11 8.96144e+12 5.35091e+13 9.24907e+13 1.6688e+14 1.85624e+14 3.31876e+14 1.09894e+14 6.14541e+13 8.18419e+13 1.03182e+14 6.41906e+13 6.40701e+13 5.89819e+13 5.09819e+13 1.04759e+14 7.63902e+13 5.27129e+13 4.17965e+13 6.78893e+13 4.76878e+13 4.60374e+13 3.91202e+13 4.27826e+13 4.02803e+13 3.62726e+13 8.83861e+13 1.01531e+14 5.45523e+13 5.39982e+13
threshold=10.500000000000002 55.812023600000011 55.866549750000011 17.500000000000004 6.0000000000000009 11.500000000000002 37.957884500000006 14.500000000000002 37.618684050000006 16.500000000000004 56.505000000000003 37.290808600000013 55.82518790000001 1.5000000000000002 55.82518790000001 75.000000000000014 37.331232350000008 15.500000000000002 37.873748150000004 11.500000000000002 8.5000000000000018 40.905000000000008 31.500000000000004 44.605000000000011 34.905000000000008 37.682335600000009 37.401708450000008 16.500000000000004 37.488790500000007 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 11 -11 -7 -12 -9 15 17 -17 -15 19 20 -3 -21 23 24 -5 26 -16 28 29 -28
right_child=1 2 -4 22 5 6 -8 13 -10 10 12 -13 -14 14 25 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=35.460426501661154 -253.81028751882914 28393.506835937791 -57.805103658703104 -6191.7049396480597 -10743.957466609974 97855.167353429206 1023.381772715678 559.60852563556671 75314.017404348488 39302.17473801833 239604.28759191177 17344.498522415826 99592.065869140628 116404.92740885419 -450.94641136566099 191795.00079273898 40055.474659517546 -20792.269291304638 4061.7542407407695 -1177.4113801391736 181617.97897858798 -21709.283284671095 12444.089091556702 -4061.3723522496457 7331.8756727831324 -4228.7452706881477 -15522.184739583332 54717.287167966009 -20255.001411935649 134769.19875631895
leaf_weight=2547999 927693 82 543306 3003 1222 113 1785 3791 1107 208 51 801 91 30 1481 34 1371 421 2662 1818 27 2735 2277 18866 8262 1212 45 889 371 51
leaf_count=2547999 927693 82 543306 3003 1222 113 1785 3791 1107 208 51 801 91 30 1481 34 1371 421 2662 1818 27 2735 2277 18866 8262 1212 45 889 371 51
internal_value=0 -59.2167 242.605 3220.65 8162.12 23517.7 33591.8 3310.03 58110.8 43044.4 84164.4 27298.2 149878 10293.7 16543 30267.1 43727.5 -11666.1 -5935.43 -11643.8 66348.2 -13511 -194.532 -1149.63 3726.79 10252.1 16438.5 34884.8 -2869.11 64320.1
internal_weight=0 1.5258e+06 598112 54806 22398 5378 4156 17020 2371 1264 350 914 142 9696 5905 1856 1405 451 7324 4662 109 4553 32408 30131 11265 4049 2837 1356 467 96
internal_count=4073804 1525805 598112 54806 22398 5378 4156 17020 2371 1264 350 914 142 9696 5905 1856 1405 451 7324 4662 109 4553 32408 30131 11265 4049 2837 1356 467 96
is_linear=0
shrinkage=0.1


Tree=2687
num_leaves=31
num_cat=0
split_feature=2 6 6 0 4 3 3 1 4 4 0 6 6 1 1 1 3 0 3 6 4 6 6 4 0 3 3 4 1 7
split_gain=9.0217e+11 5.39585e+12 9.98685e+12 1.58828e+13 4.03683e+13 4.52281e+13 2.99171e+13 2.26363e+13 1.83238e+13 3.80472e+13 1.67499e+13 2.93657e+13 1.65324e+13 1.35955e+13 3.45837e+13 2.6344e+13 3.06338e+13 4.2556e+13 3.39529e+13 3.57714e+13 3.12114e+13 2.87384e+13 2.52243e+13 2.2545e+13 1.95895e+13 1.8805e+13 1.8757e+13 2.84145e+13 2.02575e+13 1.84744e+13
threshold=3129.5000000000005 149.05000000000004 189.00000000000003 43.6005307 15.500000000000002 7.5000000000000009 9.5000000000000018 44.064675150000006 10.500000000000002 9.5000000000000018 47.207933300000008 168.45000000000002 168.45000000000002 83.050033500000012 82.956351500000011 82.918694400000007 11.500000000000002 55.017684700000011 7.5000000000000009 156.15000000000003 9.5000000000000018 168.45000000000002 156.15000000000003 17.500000000000004 55.026775150000006 1.5000000000000002 6.5000000000000009 3.5000000000000004 83.007653300000015 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -3 9 -9 11 -5 -7 14 15 29 17 22 20 -20 -19 23 -17 -22 -23 -15 27 28 -16 -12
right_child=1 2 -4 10 -6 6 -8 8 -10 -11 13 -13 -14 25 26 16 -18 18 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-42.819662003006862 63.345580885302354 58718.893924386059 1680.1969370677325 -12911.160629111844 140352.54089673914 -56188.529837101072 15022.936691497092 2477.1695222229519 -56921.484658203124 123796.4190463362 -11851.289787497743 -128395.86733870968 -158198.42701822918 69354.192119565225 40544.686560058595 -128577.12687500002 -24181.464061513572 152484.86933593752 234889.7984747024 57851.542166015628 -92703.169558189664 11740.778226902175 28342.461462983629 30946.192083333335 143731.11633522727 2684.2235708276507 -2573.7417638221159 -102919.24370610956 -74849.349326508629 9607.9366962139429
leaf_weight=2228633 1836680 112 3452 76 23 47 43 238 40 29 2810 31 24 46 32 20 99 20 21 25 29 23 21 30 22 527 65 89 29 468
leaf_count=2228633 1836680 112 3452 76 23 47 43 238 40 29 2810 31 24 46 32 20 99 20 21 25 29 23 21 30 22 527 65 89 29 468
internal_value=0 51.7184 -2463.34 -5301.9 10639.9 5042.56 -50803.8 20237 6198.06 15654.2 -7279.07 -46369.3 -90670.7 -6323.26 -8486.84 -6152.49 21711.2 43243.8 65298.8 138673 38079.1 16078 -48203.7 -29830.6 76269.4 8036.44 -47443.3 -66886.8 -14314.8 -8787.56
internal_weight=0 1.84517e+06 8491 5039 556 533 114 419 307 267 4483 107 71 4376 3803 3588 310 211 170 46 124 104 41 59 45 573 215 150 61 3278
internal_count=4073804 1845171 8491 5039 556 533 114 419 307 267 4483 107 71 4376 3803 3588 310 211 170 46 124 104 41 59 45 573 215 150 61 3278
is_linear=0
shrinkage=0.1


Tree=2688
num_leaves=31
num_cat=0
split_feature=1 4 0 0 6 4 0 4 6 7 0 6 6 6 6 6 6 1 3 6 6 4 2 6 4 6 6 0 0 6
split_gain=8.96989e+11 5.55594e+12 1.95631e+13 4.65251e+13 4.76892e+13 1.46217e+13 2.16412e+13 1.41789e+13 1.4141e+13 1.26747e+13 1.11678e+13 9.55228e+12 9.3755e+12 8.57631e+12 7.97719e+12 1.09708e+13 7.83931e+12 1.13737e+13 7.78412e+12 1.28969e+13 1.73498e+13 7.34436e+12 6.20315e+12 6.00965e+12 5.98504e+12 6.61771e+12 6.1779e+12 5.87192e+12 6.19679e+12 5.82144e+12
threshold=92.90968070000001 14.500000000000002 56.006509350000009 56.105603650000006 112.00500000000001 24.500000000000004 56.041614100000011 17.500000000000004 134.05000000000004 6.0000000000000009 55.988910100000005 36.905000000000008 55.405000000000008 65.805000000000021 48.025000000000013 41.365000000000002 110.01500000000001 113.48479755000001 11.500000000000002 88.825000000000003 96.050000000000011 17.500000000000004 1696.0000000000002 66.50500000000001 23.500000000000004 84.810000000000016 65.805000000000021 56.067362750000008 56.020150250000007 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 22 8 4 5 12 -7 -6 10 21 11 -3 14 -8 15 -4 -13 -18 19 27 -21 -5 -2 -20 25 -11 -26 28 -14 -24
right_child=1 2 3 9 7 6 13 -9 -10 24 -12 16 18 -15 -16 -17 17 -19 23 20 -22 -23 29 -25 26 -27 -28 -29 -30 -31
leaf_value=7.0990129091190841 33017.022311789777 -16372.548061808749 8688.8668312717018 -14333.65055338073 -112534.26861979168 33469.637308285361 -15970.526175899298 -23378.444679953838 76218.499609375009 337.04411351893981 -13734.028969486426 1773.0059390871529 22675.514853657158 -80148.902025462972 2643.7091186003991 38562.168023073544 12814.364187500001 -79225.934967672423 39808.607636890083 142361.798828125 41212.466074672964 -60180.682443719161 -134.52409454478206 11039.796506347657 40822.4424484462 -38072.284474734042 939.95752909097325 -99.115207122093025 50032.507856846321 -2162.260168093334
leaf_weight=3982649 55 338 225 434 30 95 91 44 23 984 732 3581 138 27 235 271 25 29 114 28 43 38 64806 200 73 47 83 43 207 18116
leaf_count=3982649 55 338 225 434 30 95 91 44 23 984 732 3581 138 27 235 271 25 29 114 28 43 38 64806 200 73 47 83 43 207 18116
internal_value=0 -310.162 2176.65 7902.3 19078.9 22466.5 -2055.04 -59522.7 -2001.32 -4163.57 -2383.7 -292.469 25939.3 -30655.4 17820.3 25010.8 1202.73 -36614.7 33617.2 41917.1 81102.3 -18024.7 -555.257 21484.5 1348.2 -1413.91 19602.9 34746.6 39089.7 -577.524
internal_weight=0 91155 8178 3450 1791 1717 213 74 4728 1659 4705 3973 1504 118 731 496 3635 54 773 459 71 472 82977 314 1187 1031 156 388 345 82922
internal_count=4073804 91155 8178 3450 1791 1717 213 74 4728 1659 4705 3973 1504 118 731 496 3635 54 773 459 71 472 82977 314 1187 1031 156 388 345 82922
is_linear=0
shrinkage=0.1


Tree=2689
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 1 3 6 1 5 1 4 4 0 4 1 0 4 6 6 6 3 6 6 4 3 1 6 6 4
split_gain=9.19482e+11 1.07897e+13 3.80449e+13 2.49892e+13 4.5128e+13 5.71783e+13 4.50284e+13 5.65202e+13 4.26481e+13 6.46492e+13 5.17333e+13 4.01091e+13 5.90221e+13 7.92762e+13 3.66474e+13 9.7501e+13 2.58356e+14 6.9509e+13 6.66191e+13 4.52463e+13 3.69614e+13 3.2995e+13 3.85319e+13 3.68354e+13 6.2308e+13 5.83345e+13 6.12178e+13 5.64224e+13 4.09351e+13 5.14449e+13
threshold=62.375000000000007 57.174562350000009 57.14107305000001 15.500000000000002 128.05000000000004 65.559704250000024 19.500000000000004 77.565000000000012 65.574968200000015 2.5000000000000004 65.534455000000023 5.5000000000000009 7.5000000000000009 57.15297970000001 10.500000000000002 65.559704250000024 57.15297970000001 12.500000000000002 128.05000000000004 104.01000000000001 142.05000000000004 4.5000000000000009 71.030000000000015 130.05000000000004 5.5000000000000009 7.5000000000000009 65.534455000000023 168.45000000000002 122.65000000000002 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 8 5 6 -5 -8 9 10 -4 -12 -13 -14 21 17 -17 20 -19 -18 -16 -11 -23 28 -25 -26 -27 -28 -24 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 14 11 12 13 -15 15 16 19 18 -20 -21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=-28.511149482145541 139.77744963215989 -670.46609406429275 12052.926262235094 -13451.318325815235 -61937.665997869328 21552.054010483556 -35665.010488696811 104933.99667166098 -4953.8382836887413 -7714.0846415756787 -31428.329365380134 133130.03741390831 82784.1640625 18861.519758792576 35923.738497569946 229373.7147804054 33523.550143914472 -4433.2023941460011 -158492.73472656251 -129272.34970939391 153197.206875 -16147.063662905357 21462.224297213692 -181980.52699218752 29316.529391321892 66455.629664963941 -193283.96169871796 -12540.872076612904 -21372.267550223216 141535.83359995039
leaf_weight=2995108 904162 162994 1131 1754 121 876 47 73 1832 1943 67 76 298 556 258 74 38 436 30 31 30 411 1038 20 213 26 39 31 28 63
leaf_count=2995108 904162 162994 1131 1754 121 876 47 73 1832 1943 67 76 298 556 258 74 38 436 30 31 30 411 1038 20 213 26 39 31 28 63
internal_value=0 79.1641 212.597 5918.07 -2168.08 461.787 -9396.84 49866.1 8596.03 12226.8 26692.1 43298.8 48682.3 41167.1 5689.9 23875.9 99581.2 9518.01 -14351.2 -39616.6 48139.7 1410.55 10896.5 18519.8 -10924.6 147.008 -64572.9 -113241 27100.2 91410.3
internal_weight=0 1.0787e+06 915702 11540 2871 2750 1874 120 8669 6837 2128 997 930 854 4709 897 143 754 466 69 288 3812 1869 1458 329 309 96 70 1129 91
internal_count=4073804 1078696 915702 11540 2871 2750 1874 120 8669 6837 2128 997 930 854 4709 897 143 754 466 69 288 3812 1869 1458 329 309 96 70 1129 91
is_linear=0
shrinkage=0.1


Tree=2690
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 7 1 1 1 1 6 5 4 6 6 6 6 6 6 6 1 3 6 6 6 6 4 7 3
split_gain=1.06719e+12 1.91621e+13 6.85276e+13 1.43057e+14 1.68699e+14 1.0511e+14 8.67196e+13 1.20331e+14 1.19098e+14 8.74767e+13 6.89119e+13 6.8075e+13 1.78585e+14 1.46291e+14 1.0008e+14 6.44404e+13 1.08406e+14 6.23472e+13 6.07672e+13 5.50007e+13 5.09937e+13 5.80064e+13 5.47701e+13 4.84219e+13 5.71588e+13 5.94558e+13 5.2942e+13 5.14652e+13 4.36681e+13 4.15736e+13
threshold=59.825842200000004 59.838047850000002 16.500000000000004 30.362494150000003 30.370944000000005 12.500000000000002 6.0000000000000009 30.330566300000005 30.242318500000007 30.315889700000003 30.370944000000005 60.005000000000003 2.5000000000000004 15.500000000000002 69.605000000000004 122.65000000000002 101.02000000000002 75.010000000000005 80.720000000000013 89.00500000000001 61.425000000000004 30.345769800000003 7.5000000000000009 30.705000000000002 48.025000000000013 37.995000000000012 55.805000000000007 24.500000000000004 6.0000000000000009 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 6 23 15 7 8 -4 -8 11 -7 13 14 -13 16 -2 -11 -10 -12 -9 -22 -23 -5 25 -25 28 -28 -26 -19
right_child=1 -3 3 4 -6 10 9 20 18 17 19 12 -14 -15 -16 -17 -18 29 -20 -21 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-16.702670958448589 3461.7686687273958 16.796831265263801 62498.133239062503 184995.05812500001 -1930.5110974456491 29596.638655912604 -453.87318824071548 13344.208531467271 -36693.607906616933 -43920.246291694639 12922.393763280452 112512.6908380682 24943.691078404019 74527.446001674107 376899.79771341465 -175259.26880859374 137271.35639408298 -155422.43713631466 -171826.78187500002 -98205.426195790817 24979.452937563008 220804.45194359758 47727.709327651515 67782.55555395344 93513.899786931826 -23661.784669898538 -8203.9710880055154 106261.30090725806 245689.21187263259 -9107.704562500001
leaf_weight=3681717 8116 376960 125 30 1747 733 471 477 676 960 489 22 203 70 41 20 61 87 35 49 93 41 33 149 44 136 68 93 33 25
leaf_count=3681717 8116 376960 125 30 1747 733 471 477 676 960 489 22 203 70 41 20 61 87 35 49 93 41 33 149 44 136 68 93 33 25
internal_value=0 156.839 3646.64 -5487.75 13306.8 8606.09 -19787.3 -2493.43 -27519.8 -36375 31991.3 46681.9 83954.3 174023 284574 4021.48 4459.98 -52157.5 -43345.7 2801.09 29994.2 77551.4 143622 61443.5 54356.4 24146 90532.7 57915.7 158732 -122763
internal_weight=0 392087 15127 5323 2300 9804 3023 1480 836 1543 1607 1069 336 133 63 8197 8177 1072 711 538 644 167 74 553 523 285 238 161 77 112
internal_count=4073804 392087 15127 5323 2300 9804 3023 1480 836 1543 1607 1069 336 133 63 8197 8177 1072 711 538 644 167 74 553 523 285 238 161 77 112
is_linear=0
shrinkage=0.1


Tree=2691
num_leaves=31
num_cat=0
split_feature=1 6 6 5 0 0 6 4 6 0 6 6 4 3 6 1 5 0 1 3 5 4 4 3 5 4 4 0 1 6
split_gain=9.55355e+11 5.23363e+12 5.0205e+13 7.6247e+13 5.30102e+13 3.06014e+13 3.23202e+13 1.92975e+13 2.07195e+13 1.05048e+13 2.52308e+13 1.3125e+13 2.65462e+13 4.81976e+13 1.19249e+13 2.24314e+13 2.00806e+13 1.17754e+13 2.23537e+13 4.1831e+13 3.92447e+13 4.93331e+13 3.93492e+13 2.95077e+13 1.92392e+13 1.76219e+13 1.35572e+13 2.48739e+13 1.19958e+13 8.74207e+12
threshold=30.226173900000003 130.05000000000004 134.05000000000004 3.5000000000000004 59.898927250000007 60.042359000000012 149.05000000000004 21.500000000000004 138.05000000000004 59.848366150000011 168.45000000000002 149.05000000000004 3.5000000000000004 2.5000000000000004 156.15000000000003 30.157841000000001 3.5000000000000004 54.707511300000007 20.507515800000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 18.500000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009 54.724612400000005 20.507515800000004 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 29 3 4 -3 7 -7 8 -4 11 14 12 -10 -14 15 16 -11 28 23 25 22 -22 24 -19 -21 -20 27 -25 -13 -1
right_child=-2 2 5 -5 -6 6 -8 -9 9 10 -12 17 13 -15 -16 -17 -18 18 19 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-60.548033699027712 7.7646543668578616 142401.53011363637 -65922.244771984013 222795.51742788462 -51732.181650641025 -151009.13004807694 -14012.30467601103 65643.584843749995 113036.15399305556 -39092.000725629252 95177.498628048794 -31121.729319852941 -128757.42133152173 25221.893685351781 -57524.03138020834 104795.4715 42059.641471354174 -109257.54267113096 -30439.600781250003 -97566.888599537036 -79025.966586538474 105632.3328804348 476.17321428571432 168.67134146341465 -213030.27883064514 84523.223177083346 -2184.8841421771522 119993.97171875002 39042.620480559592 -3080.0359369581925
leaf_weight=90125 3971697 22 43 26 39 26 51 50 27 62 41 34 23 175 24 25 60 21 24 27 39 23 21 41 31 30 151 30 86 10730
leaf_count=90125 3971697 22 43 26 39 26 51 50 27 62 41 34 23 175 24 25 60 21 24 27 39 23 21 41 31 30 151 30 86 10730
internal_value=0 -302.025 6123.67 79401.9 18283.3 651.394 -60271 4963 2040.04 4977.1 24723.9 -369.407 20019.5 7335.41 7831.49 18501.8 818.643 -8590.74 -16194.4 -41413.2 -70076 -10523.7 -116813 4042.83 -159280 33428.6 14760.4 50799.1 19162.7 -381.792
internal_weight=0 102107 1252 87 61 1165 77 1088 1038 995 212 783 225 198 171 147 122 558 438 195 141 62 79 243 58 54 222 71 120 100855
internal_count=4073804 102107 1252 87 61 1165 77 1088 1038 995 212 783 225 198 171 147 122 558 438 195 141 62 79 243 58 54 222 71 120 100855
is_linear=0
shrinkage=0.1


Tree=2692
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 7 1 1 1 1 6 5 4 6 6 6 6 6 4 6 6 1 3 6 6 6 7 6 4
split_gain=8.96839e+11 1.5542e+13 5.55314e+13 1.15826e+14 1.36646e+14 8.50021e+13 7.01915e+13 9.74625e+13 9.64899e+13 7.73181e+13 5.57739e+13 5.5007e+13 1.44872e+14 1.18487e+14 8.10639e+13 5.20143e+13 5.19681e+13 8.80337e+13 4.92214e+13 4.64835e+13 4.51268e+13 4.13049e+13 4.69852e+13 4.43638e+13 3.92217e+13 4.62986e+13 4.81592e+13 4.47448e+13 4.20104e+13 4.39174e+13
threshold=59.825842200000004 59.838047850000002 16.500000000000004 30.362494150000003 30.370944000000005 12.500000000000002 6.0000000000000009 30.330566300000005 30.242318500000007 30.345769800000003 30.370944000000005 60.005000000000003 2.5000000000000004 15.500000000000002 69.605000000000004 72.50500000000001 122.65000000000002 101.02000000000002 80.720000000000013 19.500000000000004 85.020000000000024 61.425000000000004 30.345769800000003 7.5000000000000009 30.705000000000002 48.025000000000013 37.995000000000012 6.0000000000000009 56.205000000000005 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 6 24 16 7 8 -4 -8 11 -7 13 14 -13 19 17 -2 -10 -11 -12 -9 -23 -24 -5 26 -26 -27 -29 -30
right_child=1 -3 3 4 -6 10 9 21 18 15 20 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 27 -28 28 29 -31
leaf_value=-15.311697042501448 3122.5934674810915 17.655617433895685 56257.648591796882 166494.77000000002 -1738.2365517994576 26639.031614645508 -15664.527206656972 12009.011198377309 -33025.023615892402 -36559.657304741355 12293.341803831492 101262.20294744318 22351.968034896476 67081.751183035711 339209.54466463416 -145543.56055871211 -157370.5545703125 123705.42791367829 -154644.88022321428 -114902.00580477151 -83305.742240767053 22480.730916078632 198723.22774152059 42954.161079545454 61003.522825346066 49749.686992187504 -21296.382872458067 222021.56171875002 -16162.819531250001 177211.00434782612
leaf_weight=3681717 8116 376960 125 30 1747 733 976 477 676 408 483 22 203 70 41 66 20 61 35 93 55 93 41 33 149 155 136 36 24 23
leaf_count=3681717 8116 376960 125 30 1747 733 976 477 676 408 483 22 203 70 41 66 20 61 35 93 55 93 41 33 149 155 136 36 24 23
internal_value=0 143.778 3286.7 -4936.04 11975.3 7751.16 -17802.8 -2244.01 -24767.1 -32726.3 28780.8 41997.1 75501.6 156625 256117 -62095.4 3628.35 4022.14 -39011.9 -51102.2 2520.2 26994 69795.5 129259 55298.3 48920 21730.6 81478.7 140732 78466.9
internal_weight=0 392087 15127 5323 2300 9804 3023 1480 836 1543 1607 1069 336 133 63 567 8197 8177 711 501 538 644 167 74 553 523 285 238 83 47
internal_count=4073804 392087 15127 5323 2300 9804 3023 1480 836 1543 1607 1069 336 133 63 567 8197 8177 711 501 538 644 167 74 553 523 285 238 83 47
is_linear=0
shrinkage=0.1


Tree=2693
num_leaves=31
num_cat=0
split_feature=1 1 6 0 7 6 4 5 0 3 0 0 0 4 3 6 0 7 0 4 0 4 0 3 6 6 5 4 0 3
split_gain=9.72103e+11 5.13617e+12 2.09528e+13 5.02613e+13 1.00944e+14 9.88056e+13 9.60325e+13 6.49093e+13 6.62252e+13 5.28456e+13 4.92463e+13 4.47851e+13 6.52321e+13 6.00753e+13 4.54967e+13 4.36186e+13 1.16155e+14 4.01053e+13 1.08989e+14 5.89037e+13 9.21789e+13 7.83274e+13 9.29964e+13 8.23629e+13 5.62131e+13 4.74823e+13 7.18254e+13 4.71457e+13 5.69224e+13 5.7726e+13
threshold=30.226173900000003 30.260128500000004 53.705000000000005 59.950512650000007 6.0000000000000009 67.445000000000007 13.500000000000002 2.5000000000000004 59.933037250000005 11.500000000000002 59.939085000000013 59.91832440000001 59.864072000000007 8.5000000000000018 1.5000000000000002 82.905000000000015 59.882709350000006 6.0000000000000009 59.963561900000009 10.500000000000002 59.990753350000013 12.500000000000002 60.034792100000011 10.500000000000002 101.02000000000002 81.02500000000002 2.5000000000000004 23.500000000000004 60.028671700000011 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 9 11 -6 -9 -4 -10 12 -7 -14 -13 16 -8 18 -5 24 -21 22 23 -22 -19 26 -23 -28 29 -29
right_child=1 -3 3 17 7 6 15 8 10 -11 -12 14 13 -15 -16 -17 -18 19 -20 20 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-304.66057701301071 3706.6192923244016 -2.3654627643764798 2615.2877367074298 -54498.807265398769 -45204.514868019884 22694.679057276528 -3594.9914974636504 -31656.19879629201 172887.44976128475 -71096.121480618996 27487.745991284919 -76664.068909333888 -31194.852984448018 -193460.41885775863 35112.321776375436 102146.87049591322 195049.00072846285 54589.002097469187 -6389.8016105645966 -57145.489877580912 10381.84080290726 -7310.2328241911182 213440.02592592593 103480.91531895229 -86685.011970766136 -28709.865351132114 3253.4055512333161 -73561.339550781253 10443.995385917577 105138.27643991025
leaf_weight=102107 16734 3940012 1501 518 508 215 144 116 36 104 66 38 107 29 873 238 37 308 5179 280 627 2443 27 112 31 641 391 20 174 188
leaf_count=102107 16734 3940012 1501 518 508 215 144 116 36 104 66 38 107 29 873 238 37 308 5179 280 627 2443 27 112 31 641 391 20 174 188
internal_value=0 7.83241 1275.93 -1444.63 8129.3 15585.1 32528.9 -25616.9 20027.6 -2161.03 78805.3 18756.7 -11592.2 -65795.6 30449.9 74009.8 37011.8 -4955.97 -10764.1 1356.31 -1431.04 1943.4 31151.6 24491.6 41670.1 -3857.35 1096.15 27663.8 52649.3 87955.6
internal_weight=0 3.9717e+06 31685 14951 4012 3286 1681 726 218 1605 102 1262 351 136 911 419 181 10939 5697 5242 4903 4623 766 739 339 3857 3216 773 382 208
internal_count=4073804 3971697 31685 14951 4012 3286 1681 726 218 1605 102 1262 351 136 911 419 181 10939 5697 5242 4903 4623 766 739 339 3857 3216 773 382 208
is_linear=0
shrinkage=0.1


Tree=2694
num_leaves=31
num_cat=0
split_feature=1 4 0 4 6 6 6 0 3 6 6 0 1 1 1 3 6 3 6 4 6 6 5 7 3 6 6 6 6 5
split_gain=1.03172e+12 1.14407e+13 2.1603e+13 2.12458e+13 1.60811e+13 1.65291e+13 1.35803e+13 1.84787e+13 1.62282e+13 1.34542e+13 1.83004e+13 1.26277e+13 2.25105e+13 1.21968e+13 1.12891e+13 1.12562e+13 2.07591e+13 2.88859e+13 1.76149e+13 1.10748e+13 1.20583e+13 3.27826e+13 1.26875e+13 1.82432e+13 2.21313e+13 1.51786e+13 1.32818e+13 5.14926e+13 3.50452e+13 2.71715e+13
threshold=30.242318500000007 24.500000000000004 59.864072000000007 23.500000000000004 71.030000000000015 104.01000000000001 30.705000000000002 60.01610465000001 19.500000000000004 101.02000000000002 94.02500000000002 59.990753350000013 30.157841000000001 30.205407000000005 30.084656550000002 6.5000000000000009 55.805000000000007 14.500000000000002 59.815000000000005 22.500000000000004 97.020000000000024 91.02500000000002 1.5000000000000002 6.0000000000000009 20.500000000000004 48.025000000000013 66.990000000000023 70.50500000000001 59.815000000000005 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 19 -3 -6 -5 8 14 10 13 12 -4 -9 -8 -14 -17 -18 -19 -1 21 22 25 24 26 -21 28 -28 -24 -29
right_child=-2 2 11 6 5 -7 7 9 -10 -11 -12 -13 15 -15 -16 16 17 18 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-385.75423435743977 8.648913562460713 -3101.946027487897 -24194.893147440162 11139.692024494041 -48513.371120729877 36190.125347222223 -12496.501017300759 19087.232175494555 -22212.414710140703 -64575.886940870099 61281.720785984857 5033.4992379832365 5082.9996920340409 -15086.186984098937 17171.623258100237 20337.504431738707 133025.73063497341 117041.46165039063 9524.9902465820323 3831.2957624844148 -19786.231709111205 105197.11441964286 29441.987674654451 5932.1753830756679 121988.86579499423 -35615.009284319203 176768.18452524039 -37432.190183423918 -95759.789706307871 68561.145098039226
leaf_weight=105557 3956930 752 94 348 157 27 169 109 201 51 33 3835 140 2497 532 229 47 20 64 756 154 35 130 648 27 112 26 46 27 51
leaf_count=105557 3956930 752 94 348 157 27 169 109 201 51 33 3835 140 2497 532 229 47 20 64 756 154 35 130 648 27 112 26 46 27 51
internal_value=0 -292.821 4217.81 -509.84 -9585.61 -36084.1 -7722.2 -9549.58 2836.7 -13702.9 -12719.7 7134.95 20702.4 -13656.8 10019.1 29143.1 38499.8 70249.1 35124.2 -245.668 7103.78 9332.55 7492.04 15445.4 35525.6 -1258.55 27188.1 51794.4 7910.47 18296.3
internal_weight=0 116874 5365 111509 936 184 3940 3592 902 2690 2639 4429 594 2606 701 500 360 131 84 107569 2012 1858 1823 955 307 868 280 123 157 97
internal_count=4073804 116874 5365 111509 936 184 3940 3592 902 2690 2639 4429 594 2606 701 500 360 131 84 107569 2012 1858 1823 955 307 868 280 123 157 97
is_linear=0
shrinkage=0.1


Tree=2695
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 5 6 4 0 0 0 4 6 2 4 0 4 7 6 4 6 3 6 6 5 6 6 6 6 0
split_gain=8.84352e+11 3.83929e+12 8.33269e+12 1.29317e+13 9.19239e+12 8.42259e+12 8.7117e+12 1.32686e+13 8.11467e+12 1.25772e+13 1.25963e+13 8.88852e+12 8.31171e+12 7.83148e+12 1.45101e+13 1.12234e+13 1.04393e+13 7.83531e+12 7.71146e+12 7.70653e+12 6.60577e+12 6.59616e+12 7.64039e+12 1.26929e+13 1.00802e+13 9.73583e+12 1.98172e+13 1.01396e+13 1.60193e+13 1.52275e+13
threshold=113.48479755000001 52.02416370000001 50.556058150000005 6.5000000000000009 11.500000000000002 3.5000000000000004 94.02500000000002 8.5000000000000018 52.07762420000001 52.960348700000004 52.516286950000008 8.5000000000000018 189.00000000000003 9907.0000000000018 9.5000000000000018 51.659529100000007 8.5000000000000018 6.0000000000000009 70.50500000000001 1.5000000000000002 77.010000000000005 3.5000000000000004 78.605000000000004 79.015000000000015 2.5000000000000004 110.01500000000001 130.05000000000004 91.02500000000002 92.02500000000002 61.78914120000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -2 7 18 12 10 11 19 -3 -4 15 16 -15 -17 -7 -10 -20 -11 -23 -24 -25 27 -27 29 -29 -26
right_child=1 8 3 4 -6 6 -8 -9 9 21 -12 -13 -14 14 -16 17 -18 -19 20 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-3.7488443280030013 2125.3230119090636 3366.5753735220724 -23494.672641186004 -22940.26558198475 -91682.733274147729 29016.672139246326 24500.103162202384 -79677.33783783784 22836.709090169272 2399.302633174832 -80981.714630126953 25850.009596354168 67904.242890625013 22401.891566775084 39846.367557728445 -7297.9114070618343 -46863.85853017171 30971.104877485795 -73091.971976902176 -32449.78774381227 -14068.948822699655 -1273.6051046577261 -58430.46806383635 33964.490042968755 -24980.740378616923 95405.146739130432 -40700.665078124999 -95398.642064144748 -19125.821281249999 22330.188171946676
leaf_weight=4047600 4615 8980 188 168 22 34 42 37 30 5035 32 45 20 233 79 1963 24 55 23 158 108 3735 57 50 181 23 20 38 100 109
leaf_count=4047600 4615 8980 188 168 22 34 42 37 30 5035 32 45 20 233 79 1963 24 55 23 158 108 3735 57 50 181 23 20 38 100 109
internal_value=0 579.065 -1316.33 -5734.85 -30899.9 1168 -16938.7 -25554.7 1352.07 -668.243 -22151.4 -14071.7 3509.99 -3853.9 -2285.31 -3748.34 15933.5 -6254.9 -13418.2 -23627.5 -24431.8 -59.2306 -2929.32 -13628.5 -8726.92 -13258.9 32100.1 -17816 -40128.5 -7198.36
internal_weight=0 26204 7591 2732 190 4859 244 202 18613 9613 265 233 9000 2542 2354 2275 257 2018 165 188 131 9348 4313 578 521 471 43 428 138 290
internal_count=4073804 26204 7591 2732 190 4859 244 202 18613 9613 265 233 9000 2542 2354 2275 257 2018 165 188 131 9348 4313 578 521 471 43 428 138 290
is_linear=0
shrinkage=0.1


Tree=2696
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 0 4 0 4 0 4 4 7 4 6 0 6 4 4 7 5 4 4 6 4 4 5 6 3 6
split_gain=8.33321e+11 1.07079e+13 3.15808e+13 4.58149e+13 5.28033e+13 4.49992e+13 1.02457e+14 1.06908e+14 1.04214e+14 7.3003e+13 7.9952e+13 1.56971e+14 1.16322e+14 6.89271e+13 9.84423e+13 2.21245e+14 9.14524e+13 7.39392e+13 1.1031e+14 6.59091e+13 6.69859e+13 6.60071e+13 6.21678e+13 6.96472e+13 5.27668e+13 5.01397e+13 4.71313e+13 4.45054e+13 7.14333e+13 4.44152e+13
threshold=30.242318500000007 30.260128500000004 24.500000000000004 59.848366150000011 102.04000000000001 59.950512650000007 13.500000000000002 59.91832440000001 12.500000000000002 59.990753350000013 10.500000000000002 11.500000000000002 6.0000000000000009 9.5000000000000018 72.50500000000001 59.982409200000006 69.015000000000015 12.500000000000002 14.500000000000002 6.0000000000000009 2.5000000000000004 9.5000000000000018 8.5000000000000018 128.05000000000004 10.500000000000002 11.500000000000002 3.5000000000000004 52.330000000000005 5.5000000000000009 47.420000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 13 -11 12 -12 -7 15 16 -15 26 -19 22 21 -21 -9 24 -24 27 -16 -17 -29 -23
right_child=1 -3 -4 5 -6 9 -8 19 -10 10 11 -13 -14 14 17 25 -18 18 -20 20 -22 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-263.16395063226281 -14442.820570010565 -3.0065343802900895 -6162.3285669134293 -4327.1910157879583 149180.84203125001 10122.328227081514 68190.81233111296 12936.410678122647 -116471.23269874656 -17084.557157459418 165383.92251562502 7896.4090716760911 41730.82994714893 20956.42817343034 -113471.08306211101 -77945.606714876034 239104.93500000003 126981.94611280489 -88093.357394462728 -89489.547379864394 67994.916897348259 93237.888196331522 92062.236469778785 -110840.52210582385 26410.502178485578 -24066.441608467489 28243.765174278844 -71962.497737068959 -292060.75375000003 -14939.055523653515
leaf_weight=116874 1423 3940012 3359 927 20 711 352 415 91 1103 100 5893 318 491 241 121 20 41 57 106 104 46 374 22 182 99 26 29 30 217
leaf_count=116874 1423 3940012 3359 927 20 711 352 415 91 1103 100 5893 318 491 241 121 20 41 57 106 104 46 374 22 182 99 26 29 30 217
internal_value=0 7.77295 2518.19 4668.64 -12175 6674.69 17698.8 10543.7 -14351.9 3305.69 7755.34 12096.7 71312.9 -14373.7 -29453.1 -9608.89 29494.5 -72403.4 1887.13 27831.4 -2890.6 -22869.2 42465.4 63666.9 70571.9 -81228.4 -99671.1 -112668 -183877 3981.63
internal_weight=0 3.95693e+06 16918 13559 1443 12116 2836 2484 1018 9280 7414 6311 418 1866 1155 790 511 365 98 1466 473 369 993 578 556 279 267 180 59 263
internal_count=4073804 3956930 16918 13559 1443 12116 2836 2484 1018 9280 7414 6311 418 1866 1155 790 511 365 98 1466 473 369 993 578 556 279 267 180 59 263
is_linear=0
shrinkage=0.1


Tree=2697
num_leaves=31
num_cat=0
split_feature=6 1 0 1 5 0 6 1 4 0 3 1 1 6 1 4 5 6 4 1 0 0 0 0 1 2 4 0 4 3
split_gain=8.29096e+11 4.11329e+12 4.78873e+12 2.77344e+13 1.11012e+13 6.92199e+12 9.37149e+12 1.14914e+13 8.03345e+12 1.09884e+13 8.59575e+12 9.03193e+12 1.58633e+13 1.31794e+13 5.49147e+12 4.97031e+12 4.44813e+12 1.34065e+13 3.19442e+13 1.36241e+13 1.09567e+13 6.77641e+13 2.02775e+13 2.86311e+13 2.14598e+13 2.2473e+13 1.2596e+13 1.2395e+13 1.45653e+13 1.39197e+13
threshold=27.215000000000003 30.452677500000004 59.838047850000002 30.362494150000003 1.5000000000000002 59.898927250000007 19.050000000000004 30.277905650000005 7.5000000000000009 59.91832440000001 2.5000000000000004 30.323041000000003 30.362494150000003 21.020000000000003 30.226173900000003 9.5000000000000018 2.5000000000000004 21.020000000000003 8.5000000000000018 36.865631950000008 45.047736150000013 45.036141150000006 55.775215600000003 56.228352100000002 49.111590500000005 75.000000000000014 6.5000000000000009 56.385857200000011 9.5000000000000018 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 -1 6 7 -4 10 -10 -7 13 -13 -12 -11 -16 -3 19 -19 -18 21 -21 -22 24 25 -24 -26 -25 29 -29
right_child=-2 16 5 -5 -6 8 -8 -9 9 14 11 12 -14 -15 15 -17 17 18 -20 20 22 -23 23 27 26 -27 -28 28 -30 -31
leaf_value=1193.5525796081545 -6.5942600630330546 548.74916811252456 2324.9950244140628 74303.788069974456 -63535.9130859375 -941.04611816406259 -11589.612261004782 -94302.024316406256 59471.518125000002 -33029.328161698351 -43650.414338631468 114739.37538888115 7311.3415509259257 44890.307397460943 -42049.353520573801 -4885.1026370601267 -61053.182910156254 -103032.30619095203 23705.363682432435 3096.5111742703421 -14501.316531899662 184570.45511363636 115483.36313920455 -62393.037163628476 54770.906610576931 5814.1295748802922 160329.56175781251 10521.309825683595 47945.565617487984 -35067.780152376035
leaf_weight=493 3988583 80551 20 52 28 228 344 32 25 79 29 28 27 40 37 1313 39 43 37 318 885 22 22 36 26 124 20 150 52 121
leaf_count=493 3988583 80551 20 52 28 228 344 32 25 79 29 28 27 40 37 1313 39 43 37 318 885 22 22 36 26 124 20 150 52 121
internal_value=0 308.63 -3478.19 4665.29 -2285.19 -5597.27 -17570.7 -57137.8 -2971.87 -6253.44 10583.2 31773.1 62002 7677.54 -7403.28 -5903.68 436.088 -4352.8 -44416.1 -2586.92 -1303.03 14838.9 -5124.95 9935.09 41105.3 22339.6 100666 -6735.33 -531.998 -9833.97
internal_weight=0 85221 2775 573 521 2202 396 52 1806 1454 352 124 55 69 1429 1350 82446 1895 80 1815 1776 340 1436 551 192 146 46 359 323 271
internal_count=4073804 85221 2775 573 521 2202 396 52 1806 1454 352 124 55 69 1429 1350 82446 1895 80 1815 1776 340 1436 551 192 146 46 359 323 271
is_linear=0
shrinkage=0.1


Tree=2698
num_leaves=31
num_cat=0
split_feature=5 1 1 6 6 4 0 0 1 3 0 4 6 1 0 1 6 6 2 2 3 4 6 6 2 6 0 2 4 0
split_gain=8.47152e+11 1.24495e+13 2.57978e+13 2.99915e+13 2.82839e+13 1.98624e+13 2.31347e+13 2.00736e+13 2.00233e+13 1.99717e+13 2.63412e+13 3.66289e+13 4.5137e+13 1.88187e+13 1.85812e+13 2.35237e+13 2.40969e+13 3.66398e+13 3.81134e+13 3.5054e+13 2.32389e+13 6.1706e+13 3.64903e+13 5.13344e+13 4.33153e+13 3.43406e+13 3.40462e+13 2.77282e+13 2.69814e+13 2.65417e+13
threshold=4.5000000000000009 49.176406850000006 49.300375350000003 130.05000000000004 189.00000000000003 9.5000000000000018 55.061158000000006 55.071632200000003 82.886781200000016 1.5000000000000002 53.715816400000008 3.5000000000000004 142.05000000000004 82.991167100000027 45.177967300000006 30.362494150000003 116.05000000000001 94.02500000000002 2970.5000000000005 75.000000000000014 4.5000000000000009 11.500000000000002 168.45000000000002 189.00000000000003 2506.0000000000005 149.05000000000004 47.267650700000011 1696.0000000000002 15.500000000000002 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 9 8 -8 10 -4 13 -13 -12 -2 -16 17 -17 19 -19 -18 26 24 -24 29 28 -22 -25 -26 -23
right_child=1 2 5 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 16 20 18 -20 -21 21 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=-2.7149654471656799 5596.9610973081417 -5268.8589768288357 -16594.715865523725 144789.48381696429 12076.796334134617 10894.180231898668 -7754.6869225543478 4904.1411742322816 112356.74645089287 -13255.206172023201 41266.381712431066 176983.31252170142 -4826.7139204545456 -77430.116335227271 4361.1258615145834 -590.51373258955937 7560.4382454810375 -7752.3553864123787 -2897.649730025104 -56813.690885544573 -116288.51643172554 95108.336345007061 145519.67673611111 -69956.694560185177 -80380.181617838549 -97913.002739715579 -26841.545884940995 50338.495516690338 35143.051427041333 7147.711817944145
leaf_weight=4059415 2495 55 108 42 26 2167 23 1705 35 1565 34 36 22 22 1957 752 1189 204 361 509 46 47 45 27 30 64 568 66 62 127
leaf_count=4059415 2495 55 108 42 26 2167 23 1705 35 1565 34 36 22 22 1957 752 1189 204 361 509 46 47 45 27 30 64 568 66 62 127
internal_value=0 765.944 4324.82 49637.1 94046.4 3349.93 -1255.25 6872.2 64726.4 -9273.54 18795.4 52322.9 108021 -5364.39 -1665.2 -4658.11 -8966.29 -17519 -29372.2 -42776.5 -2089.45 -12693.6 14659.8 57839.8 -3397.32 -41660.1 -33542.8 15414.1 -2527.57 30907.2
internal_weight=0 14389 5840 123 68 5717 3550 1763 58 1787 222 114 58 56 8549 6054 4097 1826 1074 713 2271 1082 468 138 330 156 614 93 92 174
internal_count=4073804 14389 5840 123 68 5717 3550 1763 58 1787 222 114 58 56 8549 6054 4097 1826 1074 713 2271 1082 468 138 330 156 614 93 92 174
is_linear=0
shrinkage=0.1


Tree=2699
num_leaves=31
num_cat=0
split_feature=6 5 3 3 2 0 1 0 0 4 4 0 0 1 3 3 1 1 6 4 4 4 0 0 3 0 1 6 4 0
split_gain=8.46303e+11 5.67942e+12 2.05727e+13 3.1426e+13 4.2152e+13 3.71317e+13 4.22312e+13 4.00321e+13 3.75097e+13 3.12224e+13 2.92045e+13 3.01917e+13 3.73822e+13 3.63962e+13 2.9644e+13 4.52308e+13 2.75393e+13 5.85228e+13 4.29136e+13 2.67879e+13 4.504e+13 3.75774e+13 6.23071e+13 5.61822e+13 4.16228e+13 3.79073e+13 4.01275e+13 4.00166e+13 3.64506e+13 3.78961e+13
threshold=118.04500000000002 3.5000000000000004 12.500000000000002 13.500000000000002 2691.5000000000005 45.015054600000006 38.97264950000001 56.838524800000009 56.818587550000011 15.500000000000002 16.500000000000004 55.60524465000001 54.73499850000001 30.452677500000004 15.500000000000002 14.500000000000002 38.958307950000012 38.97264950000001 122.65000000000002 15.500000000000002 19.500000000000004 12.500000000000002 50.596941950000009 56.791379400000004 9.5000000000000018 56.850115550000005 60.605526900000008 142.05000000000004 14.500000000000002 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 9 8 -8 -7 11 12 16 -13 15 -15 -5 -18 -19 21 -21 -2 24 -24 28 26 -25 -27 -23 -30
right_child=1 -3 3 10 5 6 7 -9 -10 -11 -12 13 -14 14 -16 -17 17 18 -20 20 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=5.2885100415566004 -2486.4807276744277 578.99779011250018 -23183.203367332178 -73204.149162946429 -25651.248231534093 45353.812797619052 41986.796087218856 148744.29248991935 -103422.91750000001 199588.89678571431 5711.7100183430994 48168.785546875006 72677.671609669807 -51401.253482521191 22368.085600142047 -191290.72206003289 97432.318051861716 93633.167740885416 -51485.589056712968 -18295.941138236132 2623.2311881210398 30224.604270582931 -19732.973815151527 41642.024747983873 378.31237124650841 23453.746874145865 178192.53024553572 -60519.200258501842 60327.060950307379 159092.88306606363
leaf_weight=4019687 15717 28484 108 70 55 21 157 31 20 35 3000 26 53 59 22 38 47 24 135 2528 1736 208 653 93 179 343 28 68 122 57
leaf_count=4019687 15717 28484 108 70 55 21 157 31 20 35 3000 26 53 59 22 38 47 24 135 2528 1736 208 653 93 179 343 28 68 122 57
internal_value=0 -392.819 -1472.72 5213.91 30814.9 49096.4 64668.9 43916.1 25556.3 141751 2067.21 -20999.3 -4244.42 -59015.4 -82433.8 -106203 -19015.7 -602.134 -29580.9 -2673.01 -9779.13 -938.378 12957.4 -79.4964 40252 24044 73240.5 9560.41 58694.9 91777.6
internal_weight=0 54117 25633 3901 427 319 264 208 177 56 3474 474 329 145 119 97 276 206 159 21732 4264 17468 1751 1185 566 532 121 411 387 179
internal_count=4073804 54117 25633 3901 427 319 264 208 177 56 3474 474 329 145 119 97 276 206 159 21732 4264 17468 1751 1185 566 532 121 411 387 179
is_linear=0
shrinkage=0.1


Tree=2700
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 1 1 7 6 5 6 6 7 6 5 0 0 0 3 6 1 6 5 1 0 6 6 1 0
split_gain=8.25098e+11 7.46778e+12 2.58715e+13 6.28605e+13 1.26848e+14 1.00428e+14 1.28696e+14 5.84878e+13 9.11551e+13 5.81376e+13 7.40773e+13 1.18974e+14 1.1104e+14 1.06627e+14 6.25164e+13 5.96518e+13 5.73196e+13 5.18743e+13 6.90202e+13 4.998e+13 4.74571e+13 4.42316e+13 6.30552e+13 6.92123e+13 5.68542e+13 5.32662e+13 5.37414e+13 4.67417e+13 4.3072e+13 6.99605e+13
threshold=10.500000000000002 14.500000000000002 37.755233900000007 37.600779750000008 55.685785750000008 55.667390500000003 37.682335600000009 37.780517050000007 6.0000000000000009 54.410000000000004 2.5000000000000004 79.710000000000022 58.305000000000007 6.0000000000000009 46.420000000000009 2.5000000000000004 55.897267000000006 55.721784200000009 55.743464250000009 7.5000000000000009 79.710000000000022 37.71815560000001 86.920000000000016 3.5000000000000004 37.618684050000006 55.649510000000014 65.00500000000001 101.02000000000002 37.517483500000004 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 -7 8 20 14 11 16 -12 -13 -6 -16 19 -10 -19 -11 -4 24 -23 -24 25 -5 -27 -26 -2 -30
right_child=1 -3 7 4 9 6 -8 -9 17 10 12 13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 27 26 -28 -29 29 -31
leaf_value=34.825916619827204 271.79937267408485 53.909046704362517 220.16303141587446 21574.024135564679 10491.496221865011 -78416.08700493371 -1548.8483893929656 -1035.3985365350663 -9687.4202238366961 29039.416016054627 187363.7417279412 -211951.62459881758 5630.1645237019584 1924.8811352926587 -11615.246842475051 150359.35027173915 11611.349419446648 -78349.716998332166 -7624.7346865234376 61069.426995567039 -48967.170811733355 6325.6206378133684 141812.26776785715 -39731.80297526042 -13269.058267429518 -49380.623483089526 122702.49019531249 -122117.54739257813 -8867.1010358316344 13960.994082349351
leaf_weight=2547999 102567 1214233 2352 949 6304 403 474 171421 376 1117 34 37 3016 63 1987 23 823 445 200 864 214 2432 70 30 2875 196 20 40 10705 1535
leaf_count=2547999 102567 1214233 2352 949 6304 403 474 171421 376 1117 34 37 3016 63 1987 23 823 445 200 864 214 2432 70 30 2875 196 20 40 10705 1535
internal_value=0 -58.1571 -494.892 536.662 5465.06 -5074.25 -36871 -1299.84 -13937.6 10996.9 18540 29971.1 7656.05 -77209.4 5595.04 -9761.81 33793.6 -39209.6 -56419.5 43009.1 -3881.98 -856.811 9525.6 87349 -7300.01 11372.7 -33447 -14762.7 -397.315 -6004.26
internal_weight=0 1.5258e+06 311572 136564 21757 7489 877 175008 3587 14268 5954 2904 3050 100 8314 2010 2804 1021 645 1981 2566 6612 2532 100 4080 1165 216 2915 114807 12240
internal_count=4073804 1525805 311572 136564 21757 7489 877 175008 3587 14268 5954 2904 3050 100 8314 2010 2804 1021 645 1981 2566 6612 2532 100 4080 1165 216 2915 114807 12240
is_linear=0
shrinkage=0.1


Tree=2701
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 6 4 0 0 4 4 6 0 7 5 0 4 0 6 1 0 0 0 6 0 6 4 7 6 6
split_gain=8.17341e+11 1.97759e+13 6.40148e+13 2.31795e+13 2.78947e+13 2.03735e+13 1.86984e+13 1.66551e+13 2.88844e+13 2.17406e+13 1.81363e+13 2.42458e+13 1.5525e+13 1.4667e+13 1.43069e+13 1.38444e+13 2.43617e+13 1.7706e+13 1.40322e+13 1.34976e+13 2.82615e+13 4.70672e+13 7.71926e+13 5.27025e+13 4.85736e+13 5.32002e+13 4.15075e+13 3.85868e+13 3.93725e+13 3.14988e+13
threshold=39.038055050000004 39.033214400000013 45.022979600000006 21.500000000000004 9.5000000000000018 87.395000000000024 23.500000000000004 45.015054600000006 45.00849250000001 14.500000000000002 16.500000000000004 69.605000000000004 45.07004340000001 6.0000000000000009 1.5000000000000002 54.942865800000007 11.500000000000002 45.109778000000006 37.005000000000003 39.079932600000006 45.085557650000005 45.07004340000001 45.029425500000009 93.050000000000011 45.00849250000001 81.02500000000002 14.500000000000002 6.0000000000000009 63.415000000000006 91.02500000000002
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 -3 6 15 8 14 -10 -9 -12 -8 -5 -6 17 -17 18 -4 20 21 22 24 27 26 -26 -2 28 -24 -23
right_child=19 2 5 13 7 -7 12 10 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-20.117235911588672 6766.4767092318289 4544.9363302050351 2559.1323858210235 -63829.940622198388 18444.255961017221 -31186.625719473843 -23248.026073790163 6319.7597560194672 9113.8886844180051 -68478.641492942523 47282.439438302179 138833.85310496794 6289.0055214066942 594.4026460193453 51115.661661931823 5561.7098246343085 87810.856650641028 -20874.990159348781 -5874.1302006256483 0.24766642384830451 -3369.1455256978552 7017.7556158285151 -8424.5492653990623 -72799.53931906393 5707.9205723376144 27296.507085379279 -3786.7302452097329 4839.5410634100544 -32986.323225794084 41352.968928499889
leaf_weight=1511021 5599 1173 2512 61 343 313 931 61 109 54 112 39 220 84 220 470 39 662 9196 2490438 9580 12547 3997 127 8607 1316 11147 1773 780 273
leaf_count=1511021 5599 1173 2512 61 343 313 931 61 109 54 112 39 220 84 220 470 39 662 9196 2490438 9580 12547 3997 127 8607 1316 11147 1773 780 273
internal_value=0 -57.8281 -3490.68 12167.8 14824.4 -5953.59 -5390.66 27679.2 20478.5 -16591.6 52338 70928.2 -17602.4 -26508.3 31211.1 -4299.29 11863.7 -4964.37 -4064.74 34.6948 1573.61 2599.29 619.499 -8996.15 3026.93 8571.02 -258.281 -7759.05 -12435.1 7748.92
internal_weight=0 1.52762e+06 16599 2256 2111 14343 14030 938 726 163 212 151 1151 145 563 12879 509 12370 11708 2.54618e+06 55746 46166 33346 6677 26669 9923 16746 6550 4777 12820
internal_count=4073804 1527620 16599 2256 2111 14343 14030 938 726 163 212 151 1151 145 563 12879 509 12370 11708 2546184 55746 46166 33346 6677 26669 9923 16746 6550 4777 12820
is_linear=0
shrinkage=0.1


Tree=2702
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 3 6 6 4 4 7 3 1 4 4 0 1 6 3 1 1 6 6 0 6 0 6 0 1 6
split_gain=8.46564e+11 1.04731e+13 4.0047e+13 6.07213e+13 2.97147e+13 2.29978e+13 2.36967e+13 2.28656e+13 2.48278e+13 2.25178e+13 4.92896e+13 5.22933e+13 3.70579e+13 5.10239e+13 9.90721e+13 4.8613e+13 4.466e+13 3.86435e+13 3.79715e+13 3.42704e+13 3.33685e+13 3.19106e+13 4.80998e+13 4.9205e+13 3.12733e+13 2.90254e+13 5.90604e+13 2.76179e+13 2.51059e+13 2.33405e+13
threshold=45.059854000000009 45.073441650000007 38.927872750000006 38.965413050000002 37.005000000000003 1.5000000000000002 59.815000000000005 50.410000000000004 10.500000000000002 10.500000000000002 6.0000000000000009 8.5000000000000018 39.018051150000005 12.500000000000002 13.500000000000002 45.063245050000006 39.033214400000013 90.045000000000016 4.5000000000000009 38.97264950000001 38.97264950000001 149.05000000000004 105.00500000000001 45.067157700000003 100.05000000000001 45.067157700000003 79.710000000000022 45.07004340000001 38.989878900000008 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -9 10 24 -12 13 -11 -15 18 17 25 -16 -17 29 22 -21 -24 -8 -14 -27 -28 -22 -20
right_child=1 -3 3 5 -6 6 9 8 -10 12 11 -13 16 14 15 19 -18 -19 20 21 28 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-137.5066266391153 -2619.2277274892804 -7.3327627788849057 -9045.0925314094875 8427.1480610941635 8596.6252766119196 1309.9243687967485 -1556.9648818217534 -3466.7289433245387 -29704.630301896152 -83314.851931720899 13812.090771484376 183381.12056451614 -31769.317992042594 207938.79769021738 42399.462754117194 -27412.734119620782 -4383.7000241418182 -64301.556514362375 -2202.384042330571 -3112.1775426363656 66562.005066287878 -74628.71471679688 108599.99509079392 -53669.346578125005 30451.50998492325 -17387.621604966385 64604.39118448893 -27556.324776785717 13348.632874527248 -52972.737645089292
leaf_weight=403392 2495 3606732 1024 3069 14118 25911 2840 636 833 73 44 31 898 23 353 646 3730 198 658 3320 99 60 74 25 342 1040 144 42 849 105
leaf_count=403392 2495 3606732 1024 3069 14118 25911 2840 636 833 73 44 31 898 23 353 646 3730 198 658 3320 99 60 74 25 342 1040 144 42 849 105
internal_value=0 15.1125 1286.38 1932.48 7403.58 73.9256 -543.736 -8446.97 -18345 -3623.78 3771.93 83900.6 -5576.27 -198.118 778.624 8.76061 -11161.5 -22049.1 12538 -6260.39 6377.16 -2332.71 -1063.98 67622.9 1883.29 -18110.3 -8105.6 43793.9 18905.7 -9189.13
internal_weight=0 3.67041e+06 63680 59716 15142 44574 41505 3964 1469 15594 3257 75 12337 6285 6212 6189 6052 2322 2064 4125 1711 3479 3419 99 3182 2124 1226 186 948 763
internal_count=4073804 3670412 63680 59716 15142 44574 41505 3964 1469 15594 3257 75 12337 6285 6212 6189 6052 2322 2064 4125 1711 3479 3419 99 3182 2124 1226 186 948 763
is_linear=0
shrinkage=0.1


Tree=2703
num_leaves=31
num_cat=0
split_feature=2 0 1 4 6 3 0 1 1 6 4 4 4 6 3 4 4 4 7 4 3 5 4 4 6 6 5 6 5 7
split_gain=8.47218e+11 4.71527e+12 1.85655e+13 4.84241e+12 5.61858e+12 7.07677e+12 4.41388e+12 2.14083e+13 3.30534e+13 1.02119e+13 1.08528e+13 1.82147e+13 2.08907e+13 1.79649e+13 2.01804e+13 1.41198e+13 1.33575e+13 1.30246e+13 1.30974e+13 2.32487e+13 1.66609e+13 1.16216e+13 1.02797e+13 9.54955e+12 9.77506e+12 8.92798e+12 1.01113e+13 1.52127e+13 7.24753e+12 7.14178e+12
threshold=3129.5000000000005 61.686687400000004 65.593879100000024 3.5000000000000004 37.995000000000012 4.5000000000000009 60.753246850000004 65.64204770000002 72.839788400000018 40.015000000000008 8.5000000000000018 7.5000000000000009 6.5000000000000009 94.02500000000002 2.5000000000000004 12.500000000000002 4.5000000000000009 13.500000000000002 6.0000000000000009 18.500000000000004 19.500000000000004 3.5000000000000004 15.500000000000002 17.500000000000004 48.025000000000013 42.875000000000007 2.5000000000000004 71.715000000000018 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -8 25 -10 11 12 13 16 -15 29 -11 -17 20 -20 22 -16 -19 24 -24 -9 27 -27 -21 -12
right_child=-2 2 3 4 5 -7 7 8 9 10 15 -13 -14 14 21 17 -18 18 19 28 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-46.090203086138807 50.118552146774668 34826.26374189269 8503.3195845170467 4374.5760416666662 -76384.625426136365 -22232.565933866281 -56501.470523950615 3439.1831056848041 -11796.307365918723 -39549.269749594641 -5235.3165593718077 80251.318389423075 -63085.917398648657 127681.77379292081 69385.120738636368 78373.0757436899 13211.837887157913 17733.658315972221 44376.529807250976 2272.6612681827032 86709.920097656257 -34618.092564174112 10770.090491832387 11164.028520507813 -32764.567248742056 40210.020999750486 14013.447152601742 131185.4997265625 -58066.36874575408 -31865.483679529141
leaf_weight=2224460 1845171 53 22 21 55 43 59 113 551 53 1086 39 37 28 22 26 507 135 200 148 20 21 66 110 236 227 141 20 23 111
leaf_count=2224460 1845171 53 22 21 55 43 59 113 551 53 1086 39 37 28 22 26 507 135 200 148 20 21 66 110 236 227 141 20 23 111
internal_value=0 -41.4951 -15631 -34597.3 -42565.5 -52624 -40.1379 3287.49 4187.38 672.306 3067.78 13822.5 9944.15 14226.4 61613.8 -450.771 8218.38 8556.54 6621.33 21229.5 -2937.08 18592.9 -6214.85 -14062.1 -23250.4 28175.5 35379.6 47576.5 -5843.11 -7704.78
internal_weight=0 2.22863e+06 194 141 119 98 2.22844e+06 3979 3920 3419 2868 707 668 631 71 2161 560 964 938 371 567 43 547 412 302 501 388 247 171 1197
internal_count=4073804 2228633 194 141 119 98 2228439 3979 3920 3419 2868 707 668 631 71 2161 560 964 938 371 567 43 547 412 302 501 388 247 171 1197
is_linear=0
shrinkage=0.1


Tree=2704
num_leaves=31
num_cat=0
split_feature=1 1 0 6 1 0 0 7 0 5 4 4 0 6 6 6 6 1 0 0 4 4 6 4 6 3 5 1 0 1
split_gain=8.38534e+11 4.75879e+12 4.00882e+13 7.10885e+13 4.85133e+13 2.65406e+13 3.6842e+13 3.12866e+13 2.9842e+13 5.14096e+13 3.2664e+13 3.48369e+13 3.61353e+13 3.2481e+13 2.68672e+13 2.60332e+13 2.42273e+13 2.22672e+13 6.88754e+13 1.87559e+13 2.83278e+13 4.832e+13 4.11659e+13 5.53504e+13 5.08642e+13 3.21281e+13 5.19257e+13 2.45929e+13 2.36862e+13 3.48789e+13
threshold=83.000013850000016 82.963919600000011 54.916864950000011 138.05000000000004 82.975438000000011 55.080855950000007 55.102137100000007 6.0000000000000009 55.061158000000006 4.5000000000000009 8.5000000000000018 19.500000000000004 55.071632200000003 53.005000000000003 75.605000000000004 69.015000000000015 110.01500000000001 82.981285100000022 55.123213100000008 54.94110555000001 14.500000000000002 9.5000000000000018 42.405000000000008 4.5000000000000009 104.01000000000001 3.5000000000000004 2.5000000000000004 82.981285100000022 55.026775150000006 82.968544750000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 17 19 10 13 12 -12 -10 -7 -14 -15 -8 -19 20 21 22 -4 25 -25 -24 -27 -22 -21 -30
right_child=-2 2 5 -5 -6 6 7 -9 9 -11 11 -13 15 16 -16 -17 -18 18 -20 28 27 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-8.8213221819731729 -125.21928739627381 9399.9290929916388 -8558.6416735404855 -198176.210078125 -16840.166576214997 12264.872758198988 -1401.3253812315634 18322.002080938815 -2921.5886650345592 86806.32201822917 -22364.745709456449 -26061.99145865743 3288.8033598481816 -19606.983996966937 49679.523808117381 28688.837301299529 -88747.111087740399 -103856.57785481772 -3758.2529707027056 -144.78074877465031 11889.362461869578 23265.657749935242 32564.269326443751 1705.6723899287758 -72031.698381420181 -21810.003935392138 68526.984556021343 -16192.357932202352 9916.2194327779944 1378.2806202957865
leaf_weight=3435220 472727 1000 1796 20 2385 3010 2429 729 1789 60 482 457 2781 1998 205 472 52 90 291 108308 461 1640 1118 1268 101 284 82 964 5879 25706
leaf_count=3435220 472727 1000 1796 20 2385 3010 2429 729 1789 60 482 457 2781 1998 205 472 52 90 291 108308 461 1640 1118 1268 101 284 82 964 5879 25706
internal_value=0 16.438 539.608 -10198.9 -9088.29 764.688 6901.65 -137.842 498.474 -5414.76 -6103.74 -0.678478 3188.08 -12768 14650.6 6974.27 -21360.8 -4926.89 -27403.5 822.604 5622.96 8507.55 3301.42 10767.5 -3734.41 24145.6 -1570.57 -7107.68 557.902 2967.47
internal_weight=0 3.60108e+06 165857 3405 3385 162452 6754 3539 155698 8091 8031 4192 3735 3839 3215 3253 2050 2810 381 147607 7714 6289 4649 2853 1369 1484 366 1425 139893 31585
internal_count=4073804 3601077 165857 3405 3385 162452 6754 3539 155698 8091 8031 4192 3735 3839 3215 3253 2050 2810 381 147607 7714 6289 4649 2853 1369 1484 366 1425 139893 31585
is_linear=0
shrinkage=0.1


Tree=2705
num_leaves=31
num_cat=0
split_feature=2 2 6 4 4 5 6 3 4 6 6 4 0 6 7 4 4 1 6 4 6 6 6 5 6 6 4 6 4 4
split_gain=8.30028e+11 9.23925e+12 1.46464e+13 5.82105e+12 6.88422e+12 9.82905e+12 1.25043e+13 7.04948e+12 1.07914e+13 5.6338e+12 6.6651e+12 1.06626e+13 4.76486e+12 4.66829e+12 4.38429e+12 5.70866e+12 5.33788e+12 5.10879e+12 8.69879e+12 4.88798e+12 4.38234e+12 1.37556e+13 4.26112e+12 6.49691e+12 4.80374e+12 4.25436e+12 4.45547e+12 4.00252e+12 5.05212e+12 3.98127e+12
threshold=10180.500000000002 10876.500000000002 53.995000000000012 3.5000000000000004 8.5000000000000018 2.5000000000000004 79.710000000000022 4.5000000000000009 4.5000000000000009 120.05000000000001 103.03500000000001 12.500000000000002 48.179569850000007 62.010000000000012 6.0000000000000009 10.500000000000002 12.500000000000002 83.971434050000013 72.50500000000001 15.500000000000002 80.720000000000013 92.02500000000002 86.920000000000016 2.5000000000000004 59.815000000000005 38.405000000000008 6.5000000000000009 42.875000000000007 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 25 -4 5 7 12 8 -5 10 14 -12 -7 -10 16 -16 17 20 -19 -17 -6 -22 23 24 -18 -2 -27 28 -28 -20
right_child=1 -3 3 4 9 6 -8 -9 13 -11 11 -13 -14 -15 15 19 22 18 29 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.9672466846745253 -7289.5797021387643 -85.675242784686972 -15243.301304546156 12025.931368885869 -7047.9942785699277 -13586.490011682243 41885.321063956566 9833.6418911637938 130694.72890625001 -29741.494726562501 5508.5913564828734 102628.589140625 15986.811067708335 67829.877285879629 63908.126938657406 -8970.4929847592211 10932.077840909093 8446.2416899637465 20998.9273030599 24027.017075482538 61445.369475823478 -35761.910196940109 -37103.133603050599 29430.538438924152 -31724.684151574336 -4715.8368601162465 53114.052800292964 3375.3511695736743 12077.007274169922 60410.831930042623
leaf_weight=4042576 694 27848 76 23 223 107 118 29 21 36 26 20 111 27 27 61 44 306 48 170 37 24 42 48 66 415 40 366 120 55
leaf_count=4042576 694 27848 76 23 223 107 118 29 21 36 26 20 111 27 27 61 44 306 48 170 37 24 42 48 66 415 40 366 120 55
internal_value=0 513.574 5450.82 11822.7 13055.2 23855.5 15664.4 51377.7 68346.4 9236.1 10408.4 47734.7 1471.48 95333.2 8916.61 20398.9 5599.22 9752.65 16907.3 15313.4 -551.091 23199.9 -8792.42 -1266.78 -14662 -1349.76 3030.93 9142.93 22336.3 42044.1
internal_weight=0 31228 3380 1745 1669 436 336 100 71 1233 1197 46 218 48 1151 258 893 693 409 231 284 61 200 158 110 1635 941 526 160 103
internal_count=4073804 31228 3380 1745 1669 436 336 100 71 1233 1197 46 218 48 1151 258 893 693 409 231 284 61 200 158 110 1635 941 526 160 103
is_linear=0
shrinkage=0.1


Tree=2706
num_leaves=31
num_cat=0
split_feature=4 5 2 6 6 6 0 1 1 1 0 1 3 1 0 1 1 1 2 0 1 1 3 2 4 6 0 5 0 4
split_gain=7.82461e+11 5.69823e+12 9.16257e+12 1.21943e+13 1.12958e+13 4.4365e+13 6.79117e+13 1.11427e+13 2.04399e+13 1.90813e+13 1.84322e+13 2.33155e+13 1.75887e+13 2.16005e+13 2.93728e+13 2.7725e+13 3.38609e+13 2.88245e+13 5.04297e+13 2.73766e+13 2.84604e+13 3.91697e+13 3.19947e+13 2.30344e+13 2.39178e+13 1.91932e+13 1.85165e+13 1.80466e+13 1.68448e+13 1.67981e+13
threshold=5.5000000000000009 3.5000000000000004 8767.0000000000018 189.00000000000003 64.015000000000015 65.410000000000011 55.026775150000006 37.978059650000013 30.362494150000003 30.315889700000003 59.905532300000012 36.865631950000008 1.5000000000000002 38.965413050000002 55.579943700000008 39.231261550000006 39.718675700000013 39.749243900000003 2911.0000000000005 47.222459950000008 47.256487700000001 41.966773150000002 4.5000000000000009 6082.0000000000009 4.5000000000000009 247.90000000000001 45.067157700000003 4.5000000000000009 57.57007620000001 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 8 9 -5 11 -10 26 14 -14 -15 -17 -18 25 -20 21 -21 23 24 27 -19 -9 -22 29 -28
right_child=-2 2 4 7 5 -7 -8 12 10 -11 -12 -13 13 15 -16 16 17 18 19 20 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=26.082284748717225 -27.404068683528056 921.17732669932377 -2459.9009355229582 -2727.281609594042 10813.255642947635 6244.1815225064838 232676.82183338513 62846.800421875007 123062.13227775328 -98237.860475510824 -49513.880978260873 22921.289662088373 -115360.46950176888 92553.749520596597 19964.376426630435 -149630.92515624998 65545.360396634613 -102543.3976451527 -73967.605246803985 -9645.576384171196 52220.557232142863 174909.67927989131 99253.321875000009 81684.311367187503 -92972.28541949729 -22255.251987847223 -4007.7047200520838 -34207.638236177889 75242.775039062501 -100461.32201086957
leaf_weight=1102205 2928705 35847 1572 107 37 4374 22 50 31 26 23 93 53 22 23 20 39 88 44 23 35 23 26 20 46 45 84 78 20 23
leaf_count=1102205 2928705 35847 1572 107 37 4374 22 50 31 26 23 93 53 22 23 20 39 88 44 23 35 23 26 20 46 45 84 78 20 23
internal_value=0 70.0886 1200.88 611.194 4823.32 7406.05 93542 -10052.9 7006.37 -21398.5 32706 47956.5 -16321.4 -24678.3 -74406.9 -17253.2 -22213.7 -16756.9 -24256.4 -1208.23 11546.4 82632.1 -4404.53 -19461 -32183.7 -75378.2 11299.1 -7437.84 -8995.29 -24740.7
internal_weight=0 1.1451e+06 42894 36889 6005 4433 59 1042 280 133 147 124 762 585 76 509 487 467 428 295 251 46 205 179 159 133 177 113 127 107
internal_count=4073804 1145099 42894 36889 6005 4433 59 1042 280 133 147 124 762 585 76 509 487 467 428 295 251 46 205 179 159 133 177 113 127 107
is_linear=0
shrinkage=0.1


Tree=2707
num_leaves=31
num_cat=0
split_feature=1 1 0 0 7 6 1 1 1 0 0 7 4 4 4 4 6 1 1 4 6 4 5 5 6 4 4 0 4 4
split_gain=7.92381e+11 4.94123e+12 1.51794e+13 3.05025e+13 6.57496e+13 3.46697e+13 3.08644e+13 2.13935e+13 2.17601e+13 4.46868e+13 3.60113e+13 3.24605e+13 4.18822e+13 5.97484e+13 2.60736e+13 2.37069e+13 3.61806e+13 2.12987e+13 2.93438e+13 3.61231e+13 2.65899e+13 4.63283e+13 3.04043e+13 2.99685e+13 3.89815e+13 3.02775e+13 2.2613e+13 1.99493e+13 8.31436e+13 2.41535e+13
threshold=92.90968070000001 91.292296250000007 56.020150250000007 55.988910100000005 6.0000000000000009 68.515000000000015 92.865667950000017 92.865667950000017 92.791023150000015 56.041614100000011 56.228352100000002 6.0000000000000009 8.5000000000000018 11.500000000000002 19.500000000000004 6.5000000000000009 110.01500000000001 92.865667950000017 92.791023150000015 5.5000000000000009 78.010000000000005 15.500000000000002 2.5000000000000004 3.5000000000000004 82.00500000000001 18.500000000000004 10.500000000000002 56.006509350000009 18.500000000000004 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 6 5 -5 -3 8 9 11 -10 15 -13 -14 -15 -4 -17 18 19 -7 22 26 -19 24 -23 -26 -22 28 -6 -29
right_child=-2 2 7 4 27 17 -8 -9 10 -11 -12 12 13 14 -16 16 -18 20 -20 -21 21 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-6.0368076596397469 -291.5162726562238 1349.5528417706912 6751.6906640325979 8828.4068823459202 48282.360063148612 166986.80527539062 -13194.18404164658 2373.6832768410313 -15563.937374000883 -11758.642843792362 17946.746713950797 -99777.065385584676 73741.75204733455 5685.744640204146 42168.710294490673 -8347.1401259878767 -101492.61082848837 135158.77661458333 10979.490302509585 37391.599346250063 40353.16682842416 -109957.98351934525 38149.290440848214 -111843.61878487724 -17828.955776515151 122226.3712823276 123878.72565104168 -24033.031587134938 -44897.477309013215 -2362.5302634797658
leaf_weight=3931467 91155 21205 1536 4865 268 25 1567 8825 2641 2654 365 31 170 1289 231 1381 43 60 858 154 142 21 70 28 33 29 42 724 149 1776
leaf_count=3931467 91155 21205 1536 4865 268 25 1567 8825 2641 2654 365 31 170 1289 231 1381 43 60 858 154 142 21 70 28 33 29 42 724 149 1776
internal_value=0 6.67224 982.898 2315.35 7159.92 12886.4 348.761 -1242.91 -4329.3 -1392.71 -11494.9 4484.49 15405.5 17518.3 11230.2 -1865.2 -11159.8 26389.8 18662.9 55491.5 45243.5 28639.1 82922.9 -22383.2 7796.28 47680.8 59418.8 -5260.82 14987.9 -8638.31
internal_weight=0 3.98265e+06 51182 32016 9244 6327 22772 19166 10341 7335 3006 4681 1721 1690 1520 2960 1424 1462 1037 179 425 295 130 111 83 62 184 2917 417 2500
internal_count=4073804 3982649 51182 32016 9244 6327 22772 19166 10341 7335 3006 4681 1721 1690 1520 2960 1424 1462 1037 179 425 295 130 111 83 62 184 2917 417 2500
is_linear=0
shrinkage=0.1


Tree=2708
num_leaves=31
num_cat=0
split_feature=6 1 0 1 6 6 1 6 6 3 0 4 1 0 1 2 6 4 4 1 6 3 6 4 3 3 4 3 6 7
split_gain=8.46894e+11 4.76329e+12 2.09029e+13 4.57489e+13 4.58259e+13 4.85243e+13 4.33143e+13 4.27121e+13 4.83878e+13 3.80675e+13 3.98487e+13 3.34578e+13 3.04798e+13 9.86889e+13 5.96079e+13 1.55013e+14 1.06506e+14 6.99499e+13 4.80671e+13 3.83038e+13 4.42302e+13 3.58724e+13 3.46437e+13 3.14778e+13 2.4824e+13 3.83857e+13 4.23416e+13 2.46668e+13 4.47042e+13 2.39324e+13
threshold=87.395000000000024 38.166910000000009 55.60524465000001 38.066230450000006 130.05000000000004 142.05000000000004 37.924401400000008 112.00500000000001 91.02500000000002 2.5000000000000004 45.177967300000006 7.5000000000000009 37.543519500000009 55.579943700000008 37.755233900000007 75.000000000000014 93.050000000000011 13.500000000000002 16.500000000000004 37.600779750000008 91.02500000000002 9.5000000000000018 101.02000000000002 17.500000000000004 3.5000000000000004 7.5000000000000009 11.500000000000002 2.5000000000000004 189.00000000000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 12 8 -5 -9 -11 29 23 -14 15 16 19 -18 -17 -15 -21 -19 -23 -2 -13 -26 -27 -7 -29 -10
right_child=1 -3 -4 4 5 27 -8 9 11 10 -12 24 13 14 -16 18 17 21 -20 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=11.430570642005257 1691.7112338413194 -485.9452752506848 -566.24050993398896 -19525.43859633978 153257.45282451922 -45679.497684151786 -30955.562291633192 45415.971250000002 3819.5384249380509 -108531.61012323944 40519.118131510419 11278.062823486329 4878.0832475940015 145493.85228794644 -57964.786480034731 84841.824619391031 -166891.65823102681 67063.176277949897 226537.40569556455 -10184.132681107956 128016.4410522461 -95276.904636548919 24406.582415173103 -15880.366930825272 130778.89260495364 -31525.697534722225 95064.70710449219 137884.43648231908 -25411.770156250001 100291.48233768858
leaf_weight=3832905 13760 164143 55098 181 52 28 389 40 227 71 24 64 4930 70 45 39 28 58 62 55 40 46 51 1101 91 45 64 38 30 29
leaf_count=3832905 13760 164143 55098 181 52 28 389 40 227 71 24 64 4930 70 45 39 28 58 62 55 40 46 51 1101 91 45 64 38 30 29
internal_value=0 -181.87 468.396 3100.51 24167.2 75456.9 2097.82 15087.2 25006.5 -36419.6 -70876.7 40507 2731.68 9147.95 51760.2 62757.1 31102.9 -21427.9 171823 89364.2 48005.6 4849.43 -32350.5 389.857 65485.5 82831.8 42802.6 33314.9 65842 14748
internal_weight=0 240899 76756 21658 984 148 20674 836 701 135 95 520 20285 5424 494 449 348 183 101 165 95 155 97 14861 264 200 109 96 68 256
internal_count=4073804 240899 76756 21658 984 148 20674 836 701 135 95 520 20285 5424 494 449 348 183 101 165 95 155 97 14861 264 200 109 96 68 256
is_linear=0
shrinkage=0.1


Tree=2709
num_leaves=31
num_cat=0
split_feature=6 3 4 1 5 2 1 2 5 3 3 5 4 5 1 5 5 1 1 0 0 0 1 0 5 2 0 4 0 1
split_gain=8.43652e+11 2.04749e+12 2.66591e+13 1.97216e+13 9.05832e+12 8.28631e+12 1.70626e+13 1.52814e+13 2.17468e+13 2.22988e+13 1.45589e+13 1.30364e+13 1.20368e+13 8.79667e+12 7.91073e+12 1.93994e+13 6.89163e+12 2.88488e+13 2.24382e+13 7.81123e+12 1.20617e+13 9.24161e+12 6.57438e+12 6.06376e+12 1.20423e+13 7.90835e+12 9.06459e+12 1.22312e+13 1.24518e+13 7.10555e+12
threshold=247.90000000000001 2.5000000000000004 3.5000000000000004 48.411058050000008 7.5000000000000009 2632.5000000000005 37.543519500000009 2875.5000000000005 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.5000000000000009 2.5000000000000004 43.047633000000012 3.5000000000000004 5.5000000000000009 47.504912950000005 39.718675700000013 59.963561900000009 60.028671700000011 59.91832440000001 39.038055050000004 53.341100000000004 3.5000000000000004 5444.0000000000009 55.753967500000009 5.5000000000000009 56.228352100000002 47.504912950000005
decision_type=2 2 2 2 2 2 2 2 2 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 22 16 6 -2 8 12 -10 -8 -12 13 -7 15 -9 19 18 -18 21 -21 -4 -3 24 -16 26 -25 28 -28 -26
right_child=1 2 4 -5 -6 7 10 14 9 -11 11 -13 -14 -15 23 -17 17 -19 -20 20 -22 -23 -24 25 29 -27 27 -29 -30 -31
leaf_value=-1.2745338811134017 -42238.526452636725 59808.349098557694 1225.7167684159094 -9302.2787326388898 -58532.925875000008 -9208.1708528645831 5121.4428018465915 -1389.3153877590014 -20464.641383928574 -135961.18331298829 36046.921412760414 137393.43192471593 40066.031791992194 -82432.356166294659 -4692.4617435503615 82028.091098632824 21419.754734848488 -37755.946033653847 150086.63485054349 -97095.275117187513 -7606.7961577868846 66503.979474431821 130260.90075231482 51457.467454117068 -100529.79674479167 -3320.3807776482554 -80404.794565217395 65698.229129464293 14863.753132539639 -19824.008417968751
leaf_weight=4070611 32 26 1527 27 25 75 55 92 35 32 30 22 40 21 158 40 33 39 23 20 61 22 27 63 24 546 23 21 34 20
leaf_count=4070611 32 26 1527 27 25 75 55 92 35 32 30 22 40 21 158 40 33 39 23 20 61 22 27 63 24 546 23 21 34 20
internal_value=0 1624.84 3810.26 60261.2 1229.64 -1309.35 21828.1 -3936.89 -28995.4 -75627.2 40988.2 78924.3 -6022.43 -25226 1045.36 23888.7 2095.77 28277.5 74265.1 569.839 -29702.7 2152.85 95699.3 -2346.45 -17577.2 2131.9 23245 457.951 -23577.9 -63845.3
internal_weight=0 3193 1830 80 1750 1363 139 1224 203 67 107 52 136 96 1021 132 1725 95 56 1630 81 1549 53 889 202 687 141 78 57 44
internal_count=4073804 3193 1830 80 1750 1363 139 1224 203 67 107 52 136 96 1021 132 1725 95 56 1630 81 1549 53 889 202 687 141 78 57 44
is_linear=0
shrinkage=0.1


Tree=2710
num_leaves=31
num_cat=0
split_feature=0 4 4 5 6 6 1 4 1 2 1 7 1 5 1 0 1 0 7 7 0 0 0 1 0 1 6 1 1 0
split_gain=8.38192e+11 7.46818e+12 2.2552e+13 3.26651e+13 1.41337e+14 4.5402e+13 3.89078e+13 2.93245e+13 7.41666e+13 1.24416e+14 9.39701e+13 1.91513e+14 1.25625e+14 8.98915e+13 7.91507e+13 6.44918e+13 1.48023e+14 6.43667e+13 2.03302e+14 1.33459e+14 9.98281e+13 6.37501e+13 1.15413e+14 1.41493e+14 1.05497e+14 1.14702e+14 8.02768e+13 6.86375e+13 6.58555e+13 6.1546e+13
threshold=56.115175650000005 16.500000000000004 13.500000000000002 4.5000000000000009 138.05000000000004 189.00000000000003 60.590708550000009 12.500000000000002 30.438492500000006 2865.5000000000005 30.370944000000005 6.0000000000000009 30.330566300000005 2.5000000000000004 30.425503950000003 59.963561900000009 30.425503950000003 59.963561900000009 6.0000000000000009 6.0000000000000009 59.91832440000001 59.990753350000013 59.933037250000005 30.205407000000005 60.002985000000002 30.226173900000003 80.030000000000015 30.242318500000007 30.277905650000005 59.864072000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 -10 12 14 21 -13 -12 16 -15 18 20 -19 -14 22 23 -9 25 -23 -26 -28 -27 -20
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 13 17 15 -16 -17 -18 19 29 -21 -22 24 -24 -25 26 28 27 -29 -30 -31
leaf_value=-27.322000043288082 30.125229189032662 555.98517234114775 -1313.0678251814759 -88130.233122610545 40118.635876885783 -49600.732954545456 180395.09489583335 26444.688672723132 36414.323304858503 4014.6201199412762 15394.515126918213 -16174.256379360759 28529.557394622094 -54136.816329827372 95340.97703534973 -106000.52855908203 181449.22244746768 87473.573686449454 8891.6719089673916 9446.340730982447 -233371.65653409093 4250.6840408051094 16659.847263133324 -48032.518991541147 119.63442617563101 -133296.82805555555 -105276.79559795673 52490.540133928567 -7383.7402777777788 189503.49670758931
leaf_weight=2989263 707039 249012 109316 188 58 33 30 403 1679 4030 560 2512 43 332 159 200 29 264 23 1292 22 167 3351 695 2600 180 130 35 54 105
leaf_count=2989263 707039 249012 109316 188 58 33 30 403 1679 4030 560 2512 43 332 159 200 29 264 23 1292 22 167 3351 695 2600 180 130 35 54 105
internal_value=0 75.3062 -67.9502 -1404.84 -33872.4 50429 87940.2 133.945 4025.01 13543.3 -105.406 -13386.4 5272.79 -24256.8 33073.9 -60448.3 -35211.6 29441.2 83911.8 22684.9 -60113.9 -278.174 7440.27 -20697.1 -11124.5 -59058.1 -4172.79 -71811 -104240 157050
internal_weight=0 1.08454e+06 835529 109625 309 121 88 725904 18865 5709 13156 3792 9364 3073 719 561 361 1749 193 1556 65 7615 4449 1098 3166 401 2765 165 234 128
internal_count=4073804 1084541 835529 109625 309 121 88 725904 18865 5709 13156 3792 9364 3073 719 561 361 1749 193 1556 65 7615 4449 1098 3166 401 2765 165 234 128
is_linear=0
shrinkage=0.1


Tree=2711
num_leaves=31
num_cat=0
split_feature=1 0 4 6 2 0 6 3 4 5 0 0 2 6 2 6 1 6 4 6 4 6 3 4 2 5 4 6 5 6
split_gain=8.1351e+11 3.84706e+12 4.86299e+12 3.8395e+12 4.2013e+12 6.67962e+12 4.31096e+12 5.54939e+12 4.92096e+12 4.92284e+12 3.18399e+12 7.05483e+12 1.05171e+13 6.86606e+12 1.01985e+13 1.46665e+13 1.51233e+13 1.28925e+13 1.23985e+13 8.67877e+12 6.77619e+12 1.31822e+13 1.30796e+13 1.06276e+13 2.44053e+13 1.39127e+13 1.13677e+13 8.83206e+12 1.57983e+13 1.91305e+13
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 30.025000000000002 9907.0000000000018 51.707269950000004 22.940000000000005 4.5000000000000009 6.5000000000000009 1.5000000000000002 52.02416370000001 50.556058150000005 9907.0000000000018 34.905000000000008 9907.0000000000018 94.02500000000002 118.02765200000002 44.010000000000012 5.5000000000000009 43.010000000000012 21.500000000000004 64.805000000000021 13.500000000000002 14.500000000000002 4829.0000000000009 2.5000000000000004 16.500000000000004 85.020000000000024 3.5000000000000004 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -9 -10 11 13 -13 -5 17 16 -16 19 -18 -15 23 -22 -23 27 25 -25 -26 28 -19 -30
right_child=1 2 -4 10 5 6 -8 8 9 -11 -12 12 -14 14 15 -17 18 20 -20 -21 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-3.5955567812476219 -22688.03446034664 879.7239783653846 -63820.288095238095 13194.359587696621 24195.972630673365 -3174.5843818107901 -9366.0889845537222 -15835.008476562502 15156.719892282197 72164.829603794657 1601.6713929745642 -25955.400424870972 -3136.1392108523737 -3918.4224680645866 12436.648633784742 -92044.753476562502 -8002.7549121150269 7048.0993620590934 -43226.582869970269 -37233.686058198735 26534.292950994321 -81855.203280248403 5167.5377520161292 47409.154656862753 29735.660922475963 145818.04078124999 -65704.00110677084 29095.109865663107 -7655.6759182602618 -110161.78034375001
leaf_weight=4047600 119 26 21 448 84 233 724 20 33 28 17661 221 2346 644 339 20 864 1680 113 89 44 39 31 51 26 20 24 164 67 25
leaf_count=4047600 119 26 21 448 84 233 724 20 33 28 17661 221 2346 644 339 20 864 1680 113 89 44 39 31 51 26 20 24 164 67 25
internal_value=0 555.388 -28028.8 606.749 -4821.96 -2927.07 -5122 4663.72 27210.9 41324.4 877.139 -886.607 -5100.71 1420.9 176.915 -7053.78 -5762.13 3503.44 -12076.7 -7963.52 7375.05 -16356.6 -43316.6 8690.27 37441.8 75130 -16075.4 6893.3 4838.51 -35510.6
internal_weight=0 26204 47 26157 1241 1122 1038 314 81 61 24916 7255 2567 4688 4240 1336 1316 2904 977 733 2171 114 70 2057 121 71 50 1936 1772 92
internal_count=4073804 26204 47 26157 1241 1122 1038 314 81 61 24916 7255 2567 4688 4240 1336 1316 2904 977 733 2171 114 70 2057 121 71 50 1936 1772 92
is_linear=0
shrinkage=0.1


Tree=2712
num_leaves=31
num_cat=0
split_feature=3 1 6 6 3 3 6 6 6 6 5 4 0 0 0 6 6 6 4 7 6 0 6 4 4 6 6 0 6 6
split_gain=7.97538e+11 4.56888e+12 1.83757e+13 1.57682e+13 1.73907e+13 1.29327e+13 1.8976e+13 1.78444e+13 1.59121e+13 1.36255e+13 8.96415e+12 6.87363e+12 9.27497e+12 2.02675e+13 1.58616e+13 1.11698e+13 9.70653e+12 9.3906e+12 1.44326e+13 7.91402e+12 6.69769e+12 1.98238e+13 1.03419e+13 9.0576e+12 6.05551e+12 8.97982e+12 1.49544e+13 3.68839e+13 7.77242e+12 1.39505e+13
threshold=17.500000000000004 30.205407000000005 122.65000000000002 110.01500000000001 20.500000000000004 19.500000000000004 90.045000000000016 98.020000000000024 96.050000000000011 99.050000000000011 3.5000000000000004 22.500000000000004 59.864072000000007 59.990753350000013 59.856552950000008 63.005000000000003 43.010000000000012 56.505000000000003 21.500000000000004 6.0000000000000009 69.605000000000004 59.856552950000008 81.02500000000002 24.500000000000004 20.500000000000004 40.490000000000002 69.605000000000004 59.864072000000007 62.625000000000007 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 3 5 -5 6 24 -8 11 -10 -11 12 14 16 -7 -15 -14 18 -16 -18 -13 -22 -23 -24 25 -2 28 -28 29 -27
right_child=1 -3 -4 4 -6 8 7 -9 9 10 -12 20 13 15 17 -17 19 -19 -20 -21 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=8.5467495475800508 23023.8699412028 -296.60146742706752 -84508.541474184778 4666.1549005681818 133507.88109375001 -18478.627421627771 129984.24827223558 7614.7046875000005 -120283.5541796875 28586.702031250003 -62953.059205163052 -2142.4020503683273 7809.6646597055287 103000.90131835938 61549.872036345107 -1420.818666294643 -33253.753792010619 60237.910563347141 -8746.5858886718761 -105791.94622395834 -119537.82051757812 -47865.115875690739 64539.354069010413 -17881.506666666668 15486.226552369422 -30940.299352450635 -59699.948772321433 120070.1873125 -77667.985812500003 50782.93186328125
leaf_weight=3927269 102 144422 23 22 20 79 26 22 20 20 23 473 39 20 46 21 53 83 80 21 20 41 24 30 582 127 21 25 25 25
leaf_count=3927269 102 144422 23 22 20 79 26 22 20 20 23 473 39 20 46 21 53 83 80 21 20 41 24 30 582 127 21 25 25 25
internal_value=0 -229.06 4387.32 5365.6 66019.4 4121.72 12623.1 73898.2 -3306.28 -52093 -20376.4 -322.236 9099.96 -10709.9 19692.7 49516.6 -32562 34121.1 16917.2 -53838.9 -7404.9 -29049.8 -9999.69 18750 9380.3 -1554.01 -12795.9 38001.2 -25997.4 -17499
internal_weight=0 146535 2113 2090 42 2048 955 48 1093 63 43 1030 442 154 288 41 113 209 126 74 588 115 95 54 907 325 223 46 177 152
internal_count=4073804 146535 2113 2090 42 2048 955 48 1093 63 43 1030 442 154 288 41 113 209 126 74 588 115 95 54 907 325 223 46 177 152
is_linear=0
shrinkage=0.1


Tree=2713
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 5 6 0 7 1 0 6 4 6 6 1 6 6 6 4 6 5 4 6 6 0 1 0 6 6
split_gain=7.9395e+11 9.51628e+12 1.90267e+13 3.71696e+13 2.85053e+13 2.92979e+13 4.06817e+13 2.98589e+13 3.11322e+13 3.34428e+13 3.31984e+13 2.60627e+13 2.57862e+13 2.97521e+13 4.44863e+13 2.3798e+13 2.87874e+13 2.3122e+13 2.9653e+13 3.68513e+13 3.56994e+13 2.45016e+13 2.25658e+13 2.32813e+13 2.1938e+13 2.23707e+13 2.18727e+13 1.95987e+13 1.82966e+13 3.50096e+13
threshold=82.971668900000012 82.963919600000011 6.5000000000000009 4.5000000000000009 9.5000000000000018 1.5000000000000002 53.005000000000003 54.947759400000002 6.0000000000000009 82.968544750000021 54.944948950000004 86.920000000000016 24.500000000000004 71.030000000000015 75.010000000000005 82.966990000000024 87.015000000000015 85.020000000000024 60.305000000000007 21.500000000000004 56.205000000000005 2.5000000000000004 16.500000000000004 92.02500000000002 44.410000000000004 54.947759400000002 82.970388650000018 55.039488700000007 63.140000000000008 72.50500000000001
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 4 27 6 24 8 9 15 11 28 17 -14 -15 16 -7 18 20 -20 -9 -21 23 -19 26 -26 -6 -3 -10 -30
right_child=-2 2 -4 -5 5 7 -8 12 10 -11 -12 -13 13 14 -16 -17 -18 22 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-6.95658096306272 -110.38022055076004 -6225.648039540446 -440.84794418202193 89746.599150988521 1391.4611759996187 13197.621571571162 89704.277276141831 16018.179207757261 4390.2154327731305 -7807.036063944719 25691.583615016119 -19002.444778481015 -18879.460759733305 124789.87916666668 920.63355356402099 41164.049046439177 -45505.871364795923 130719.65847582548 1784.0938012095028 30679.140960385106 47448.176371515234 133759.72030859377 17131.096180138222 13650.433187500001 444.50285375233454 -13539.808534789898 12846.486383254269 2225.3192582931647 74960.928691924782 10963.917998241632
leaf_weight=3435220 561782 5108 38758 49 7654 566 52 1190 1892 2778 1047 395 423 39 113 242 98 53 1698 297 519 25 78 25 3472 1706 2131 5930 113 351
leaf_count=3435220 561782 5108 38758 49 7654 566 52 1190 1892 2778 1047 395 423 39 113 242 98 53 1698 297 519 25 78 25 3472 1706 2131 5930 113 351
internal_value=0 17.6564 1118.55 2707.22 2594.97 4347.67 1407.6 8044.31 4183.69 -2365.9 10536.7 4768.9 14520.8 -5243.78 32702.9 14317.9 4533.55 17446.1 15868.1 7665.89 25563 38682.3 55164.3 93197.5 1100.75 -4162.92 3886.16 -1685.49 8754.33 26549.4
internal_weight=0 3.51202e+06 76802 38044 37995 26957 15015 11942 7482 3684 3798 2751 4460 575 152 906 664 3885 3729 2020 1709 322 156 78 14963 5178 9785 11038 2356 464
internal_count=4073804 3512022 76802 38044 37995 26957 15015 11942 7482 3684 3798 2751 4460 575 152 906 664 3885 3729 2020 1709 322 156 78 14963 5178 9785 11038 2356 464
is_linear=0
shrinkage=0.1


Tree=2714
num_leaves=31
num_cat=0
split_feature=3 7 3 4 0 6 6 5 1 4 6 4 0 6 0 4 6 4 1 6 0 1 1 3 6 3 6 0 6 0
split_gain=8.43016e+11 9.79661e+12 4.50435e+13 3.61413e+13 4.65509e+13 6.15469e+13 8.18819e+13 5.24064e+13 1.08354e+14 1.82562e+14 5.65806e+13 5.18715e+13 8.05847e+13 5.89888e+13 4.52605e+13 4.24055e+13 4.59981e+13 4.20065e+13 8.51632e+13 7.87618e+13 5.7306e+13 5.18369e+13 4.66616e+13 3.95709e+13 3.75643e+13 3.54959e+13 3.47323e+13 3.4563e+13 3.37212e+13 2.8657e+13
threshold=7.5000000000000009 6.0000000000000009 1.5000000000000002 22.500000000000004 59.939085000000013 72.020000000000024 76.00500000000001 2.5000000000000004 30.345769800000003 15.500000000000002 71.030000000000015 11.500000000000002 59.950512650000007 36.405000000000008 60.042359000000012 10.500000000000002 62.995000000000012 9.5000000000000018 30.315889700000003 65.410000000000011 59.990753350000013 30.303340300000002 30.330566300000005 6.5000000000000009 73.00500000000001 5.5000000000000009 61.025000000000006 59.882709350000006 54.410000000000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 14 11 9 10 -9 12 13 -6 24 17 26 -14 19 21 -20 -19 -22 25 -7 -8 -17 -3 -29 -4
right_child=-2 2 3 -5 5 6 23 8 -10 -11 -12 -13 15 -15 -16 16 -18 18 20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=67.846016843804534 68.182655695393223 1319.6409812875756 -878.26735970717573 1615.6981858188747 20561.830885922333 -87681.096476443534 -8857.3008679223403 63690.876975618296 -6828.3311627836174 -72605.653264508932 203058.13054435485 -703.20965049958193 -8595.1493829446481 -63330.540005316841 16.997728906301507 -24971.000989056934 -91060.132236231439 4934.8500830078128 -40998.375166878453 179092.90862500001 53469.776171875004 130507.83267045455 -8385.2222512637873 -35032.952240915009 -37973.516341475755 17914.288667339752 57159.144866832386 4068.498687514008 23756.542745416406 4740.4852089437509
leaf_weight=2206705 1254818 80846 429841 58511 103 197 3533 483 898 105 31 15932 4376 450 237 807 101 130 249 50 211 44 289 495 666 576 55 2440 1352 9273
leaf_count=2206705 1254818 80846 429841 58511 103 197 3533 483 898 105 31 15932 4376 450 237 807 101 130 249 50 211 44 289 495 666 576 55 2440 1352 9273
internal_value=0 -30.3502 -384.257 -727.777 -1020.06 -4829.97 -14178.7 -2636.79 15360.6 47550.7 72096.3 -3834.41 -11101.2 -47705 -38690.5 -7894.26 -27211.8 -4416.46 14376.9 68475.5 -1802.14 36688.9 17717.6 -8322.23 -49320.4 -5104.46 -19730.7 1757.29 11088.1 -759.613
internal_weight=0 2.81899e+06 612281 527643 469132 30018 5704 24314 1517 619 514 22797 6865 553 1100 6312 963 5349 973 224 749 174 500 4604 863 4109 862 84638 3792 439114
internal_count=4073804 2818986 612281 527643 469132 30018 5704 24314 1517 619 514 22797 6865 553 1100 6312 963 5349 973 224 749 174 500 4604 863 4109 862 84638 3792 439114
is_linear=0
shrinkage=0.1


Tree=2715
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 0 7 7 4 4 6 0 3 6 6 6 6 0 6 6 0 4 0 6 6 6 6 0 0 6
split_gain=1.0041e+12 7.69437e+12 1.72051e+13 4.83662e+13 5.45137e+13 4.51787e+13 3.69097e+13 2.31936e+13 9.90089e+13 8.54239e+13 4.32705e+13 4.07352e+13 3.83058e+13 3.32962e+13 5.56902e+13 6.66968e+13 3.28873e+13 3.86509e+13 2.39605e+13 1.14388e+14 2.2443e+13 4.86351e+13 4.20101e+13 2.10975e+13 2.05825e+13 2.99944e+13 3.08136e+13 2.72246e+13 2.17174e+13 1.99924e+13
threshold=19.500000000000004 30.315889700000003 30.330566300000005 59.825842200000004 71.715000000000018 59.848366150000011 6.0000000000000009 6.0000000000000009 21.500000000000004 22.500000000000004 57.995000000000012 59.982409200000006 16.500000000000004 83.010000000000005 78.605000000000004 72.50500000000001 97.020000000000024 59.856552950000008 79.710000000000022 73.00500000000001 60.01610465000001 26.500000000000004 60.028671700000011 41.705000000000005 77.565000000000012 80.720000000000013 82.905000000000015 60.01610465000001 60.01610465000001 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 -6 8 18 10 -9 -11 -13 14 15 -12 24 -18 19 -7 21 -14 -22 -5 29 27 28 -26 -27 -10
right_child=1 2 -4 5 6 7 -8 9 16 11 13 12 20 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=18.02514590578739 1225.0372566021488 11904.462922769315 -179.77569745380151 -25592.244958042113 166726.88323170732 45089.107866157283 1024.778359375 -20045.016764032276 -4224.5067232723122 12120.808914507648 -112823.43006775442 -24778.618441385184 -156117.84505208334 7362.9821874999998 -238457.85833333337 73994.666711956525 -117885.85241135818 -19821.991513285666 15031.230188802083 265658.51776620367 37214.977360562756 -5300.103733471462 -25885.031652440783 -77312.652909655459 132780.70023490288 -110572.880078125 26041.941154687502 28625.336771334139 8069.9531539351856 -61408.08065032959
leaf_weight=3599339 38155 469 430003 242 41 182 20 168 1368 895 113 1182 24 30 27 23 52 177 105 27 326 196 156 117 37 36 125 78 27 64
leaf_count=3599339 38155 469 430003 242 41 182 20 168 1368 895 113 1182 24 30 27 23 52 177 105 27 326 196 156 117 37 36 125 78 27 64
internal_value=0 -136.741 -255.827 -5440.91 23470.7 -8093.35 112398 -5816.98 1864.64 -11389.8 -57152.9 -5445.06 -13789.8 -89454.1 -107273 -81229.2 -6471.3 -42089.8 54004.1 73583.7 4712.78 -21752.9 16792.6 -42448.2 -1770.07 21908.2 -2699.43 62136.2 -59726 -6780.2
internal_weight=0 474465 436310 6307 530 5777 61 5418 2278 3140 361 2779 1884 193 163 136 1964 229 314 209 702 220 482 359 1735 303 188 115 63 1432
internal_count=4073804 474465 436310 6307 530 5777 61 5418 2278 3140 361 2779 1884 193 163 136 1964 229 314 209 702 220 482 359 1735 303 188 115 63 1432
is_linear=0
shrinkage=0.1


Tree=2716
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 7 4 6 0 4 0 4 6 0 6 0 0 6 3 6 6 6 0 0 0 6 6 5 0 0
split_gain=8.49501e+11 8.79193e+12 2.71375e+13 4.14531e+13 1.57897e+14 4.61062e+13 5.10295e+13 6.49775e+13 4.47032e+13 8.99655e+13 4.17926e+13 4.06539e+13 8.17844e+13 8.8072e+13 5.82073e+13 4.95484e+13 4.70735e+13 4.39171e+13 4.05689e+13 3.99444e+13 4.75948e+13 3.8722e+13 3.28556e+13 7.67002e+13 7.44689e+13 3.62082e+13 3.28484e+13 3.23184e+13 3.20951e+13 3.7311e+13
threshold=30.242318500000007 30.260128500000004 24.500000000000004 23.500000000000004 6.0000000000000009 6.0000000000000009 10.500000000000002 66.50500000000001 59.933037250000005 17.500000000000004 60.028671700000011 9.5000000000000018 70.50500000000001 59.939085000000013 79.710000000000022 59.950512650000007 59.982409200000006 67.445000000000007 3.5000000000000004 73.995000000000019 68.515000000000015 76.605000000000004 59.990753350000013 60.01610465000001 59.856552950000008 75.010000000000005 101.02000000000002 2.5000000000000004 60.028671700000011 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -2 11 -8 -9 -10 18 14 13 -13 15 -7 17 -17 -6 20 -20 -21 24 25 -4 -24 27 -16 29 -5
right_child=1 -3 22 4 10 6 7 8 9 -11 -12 12 -14 -15 26 16 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-265.70640398692939 5861.2318468366902 -1.9195758460333388 37635.606073133684 69780.328683035725 -12143.769741924159 -64542.026047702813 -7106.7291855228168 -120107.64711778431 -15867.858609248457 -137025.42120612157 15238.912671449885 -22458.432305518618 -40573.365221637228 142736.58925970874 13153.104715768915 41776.880416723528 -52743.479982081 -81616.78892045455 52462.267327518064 142824.83724489796 -88498.706125000012 50880.365079941868 51319.896214568311 -6691.4485837520815 -131360.77013608871 199252.65610119049 -7674.9089978448283 129243.12147235578 -1742.8968879142969 -51329.080743239429
leaf_weight=116874 7873 3940012 45 28 89 151 1857 72 382 73 487 47 69 103 38 229 106 33 572 98 25 86 78 3153 62 21 58 65 740 278
leaf_count=116874 7873 3940012 45 28 89 151 1857 72 382 73 487 47 69 103 38 229 106 33 572 98 25 86 78 3153 62 21 58 65 740 278
internal_value=0 7.84804 2282.62 4276.05 16189.6 1709.87 -8245.57 -15901.6 -46892.1 -35306.3 38695 12056.9 49528.6 90975.5 -11.2163 -16306.6 3485.71 26234.9 51824.9 59114.6 46559.4 99850.8 -5764.11 -3970.14 -60287.5 82699.6 52518.5 86413.8 -13007.1 -40247.2
internal_weight=0 3.95693e+06 16918 13559 2403 11156 3283 2384 527 455 1357 899 219 150 680 519 368 262 870 781 597 184 3359 3252 107 99 161 103 1046 306
internal_count=4073804 3956930 16918 13559 2403 11156 3283 2384 527 455 1357 899 219 150 680 519 368 262 870 781 597 184 3359 3252 107 99 161 103 1046 306
is_linear=0
shrinkage=0.1


Tree=2717
num_leaves=31
num_cat=0
split_feature=4 0 1 1 1 7 4 1 4 1 1 0 6 6 4 1 6 6 5 6 4 4 6 4 1 1 5 6 4 6
split_gain=8.38322e+11 7.00464e+12 8.89181e+12 2.31244e+13 1.16557e+13 9.00066e+12 3.77722e+13 3.51443e+13 2.40536e+13 2.95121e+13 1.94768e+13 1.76978e+13 1.66126e+13 1.77204e+13 1.62203e+13 1.6562e+13 1.72783e+13 1.5936e+13 1.41078e+13 1.31626e+13 1.21106e+13 1.17252e+13 1.15243e+13 1.1449e+13 1.22428e+13 2.71423e+13 2.69457e+13 5.68653e+13 1.62908e+13 2.48385e+13
threshold=19.500000000000004 60.042359000000012 30.452677500000004 30.624707450000006 30.425503950000003 6.0000000000000009 20.500000000000004 30.362494150000003 21.500000000000004 30.303340300000002 30.410676000000006 60.064438250000002 37.705000000000005 37.310000000000009 25.500000000000004 30.345769800000003 90.045000000000016 38.205000000000005 1.5000000000000002 45.995000000000012 23.500000000000004 27.500000000000004 80.720000000000013 22.500000000000004 30.315889700000003 30.277905650000005 2.5000000000000004 82.905000000000015 25.500000000000004 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 5 7 -7 8 9 19 21 18 13 -8 15 16 17 -14 -11 -3 -19 -9 -20 -10 25 -25 28 -28 -27 -30
right_child=1 2 3 -5 -6 6 12 10 23 11 -12 -13 14 -15 -16 -17 -18 20 22 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=16.470089068982961 -201.77947898833258 22611.871243351066 -29936.560295931908 4544.5270471331714 11402.741629064672 -63388.991857328874 441.93706794872617 -28555.250155282236 -28856.219728100394 36987.53033004982 5907.7118148462469 -5097.3211692047116 56427.546060075438 -23262.147687067754 -2142.3165034404083 14137.890584032415 -44732.220604799877 -32820.209190660113 136527.07125000001 -52228.67271442819 4742.1438135165281 -3063.0813858876331 59626.021916118421 -6660.1944751094507 -1083.2309089339267 26925.30472549011 209842.54062500002 27712.280390625001 21720.101106013812 -99305.77783203125
leaf_weight=3599339 456221 47 310 522 1296 84 2280 777 127 69 313 40 58 366 1700 2964 73 89 40 47 2413 235 38 414 3466 321 24 60 43 28
leaf_count=3599339 456221 47 310 522 1296 84 2280 777 127 69 313 40 58 366 1700 2964 73 89 40 47 2413 235 38 414 3466 321 24 60 43 28
internal_value=0 -124.944 1796.46 -8302.99 2279.04 1545.34 3386.95 -1487.3 2519.31 30900.8 -15892.9 53877.6 3951.08 -2836.86 6412.49 9010.87 3239.32 4607.26 69925.2 -14808.4 3405.99 -22635.6 99062.5 740.318 1603.21 12065.2 28351.6 79749.5 17337.8 -26008.4
internal_weight=0 474465 18244 832 17412 16116 10027 6089 4764 281 1325 187 9943 2646 7297 5597 2633 2560 147 94 2502 1012 78 4483 4356 890 476 84 392 71
internal_count=4073804 474465 18244 832 17412 16116 10027 6089 4764 281 1325 187 9943 2646 7297 5597 2633 2560 147 94 2502 1012 78 4483 4356 890 476 84 392 71
is_linear=0
shrinkage=0.1


Tree=2718
num_leaves=31
num_cat=0
split_feature=1 4 3 6 3 7 6 6 3 3 4 3 0 4 6 6 0 6 3 3 6 6 6 0 5 6 4 6 6 6
split_gain=8.25176e+11 2.81363e+12 5.20246e+12 2.1298e+13 4.75556e+12 5.59669e+12 7.85829e+12 1.99663e+13 1.59622e+13 4.08521e+13 2.59237e+13 2.50168e+13 2.40712e+13 1.50578e+13 1.38744e+13 1.50438e+13 9.12352e+12 8.93504e+12 6.85168e+12 6.23944e+12 5.63664e+12 2.08606e+13 1.29398e+13 8.17612e+12 1.76532e+13 1.00988e+13 1.75347e+13 1.44158e+13 8.08363e+12 1.16016e+13
threshold=20.507515800000004 9.5000000000000018 8.5000000000000018 104.01000000000001 10.500000000000002 6.0000000000000009 74.615000000000009 70.00500000000001 2.5000000000000004 3.5000000000000004 11.500000000000002 5.5000000000000009 54.73499850000001 14.500000000000002 69.605000000000004 40.905000000000008 54.73499850000001 58.995000000000012 9.5000000000000018 2.5000000000000004 63.705000000000005 68.515000000000015 53.995000000000012 54.724612400000005 2.5000000000000004 75.605000000000004 11.500000000000002 82.00500000000001 102.04000000000001 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 -1 -4 5 6 7 13 12 10 -10 -11 -8 14 15 19 17 -15 -13 -3 22 -22 -7 24 25 26 -23 -27 29 -26
right_child=-2 4 3 -5 -6 20 8 -9 9 11 -12 18 -14 16 -16 -17 -18 -19 -20 -21 21 23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=94.04898529119221 -3.1815068221180676 36049.472874999999 -6115.1272513545209 -111445.8071875 -2771.767671585083 4587.2532091327785 -108489.78297413792 -48926.790782683493 149002.53619791669 -43615.590991671583 34157.973087993421 3561.2344457277827 24018.844110576923 26950.137757457385 43575.956646050356 -30419.933872033598 -6950.0551282051283 102802.78333333334 34004.323549107146 -4218.4784752760106 -13797.202906923785 -13550.411442444818 22762.114373396282 2710.1238895605156 3699.184602467607 109051.50524009147 58458.702909621148 11467.606461588543 46658.365126953126 -74751.627187499995
leaf_weight=11529 4053548 50 478 20 1632 1907 29 109 30 106 57 301 26 44 45 266 39 24 98 167 662 63 493 1555 328 41 73 24 40 20
leaf_count=11529 4053548 50 478 20 1632 1907 29 109 30 106 57 301 26 44 45 266 39 24 98 167 662 63 493 1555 328 41 73 24 40 20
internal_value=0 636.67 -338.21 -10345.3 2061.49 3257.17 -2377.66 -9386.82 5682.33 10469.9 73759.5 -433.46 -45849.3 -2599.65 -9531.81 -14479.7 31607.7 53721.7 11038.5 5059.85 4762.75 1719.63 8320.67 6510.74 16544.6 40597.7 25101.5 73020.5 4084.11 -809.483
internal_weight=0 20256 12027 498 8229 6597 1391 744 647 592 87 505 55 635 528 483 107 68 399 217 5206 2806 2400 2144 589 201 136 65 388 348
internal_count=4073804 20256 12027 498 8229 6597 1391 744 647 592 87 505 55 635 528 483 107 68 399 217 5206 2806 2400 2144 589 201 136 65 388 348
is_linear=0
shrinkage=0.1


Tree=2719
num_leaves=31
num_cat=0
split_feature=3 6 6 6 1 1 4 4 5 0 1 0 1 1 1 5 6 5 1 7 1 1 0 6 4 7 6 6 0 1
split_gain=8.23162e+11 4.4587e+12 4.41651e+12 1.16734e+13 1.80351e+13 1.62327e+13 1.21583e+13 1.34252e+13 9.471e+12 1.10315e+13 7.29712e+12 2.42084e+13 1.92075e+13 1.62512e+13 1.05732e+13 5.49929e+12 5.13709e+12 2.0396e+13 3.28191e+13 1.6675e+13 1.07743e+13 2.98203e+13 2.34472e+13 2.18376e+13 1.9779e+13 3.28191e+13 1.85609e+13 1.50453e+13 1.30625e+13 2.52497e+13
threshold=22.500000000000004 19.050000000000004 149.05000000000004 156.15000000000003 82.948524700000021 65.493200550000012 27.500000000000004 25.500000000000004 4.5000000000000009 55.039488700000007 39.038055050000004 45.125532050000011 38.948208550000011 55.90712030000001 65.493200550000012 4.5000000000000009 103.03500000000001 2.5000000000000004 39.105193450000009 6.0000000000000009 39.178027400000005 60.636764050000004 56.685611200000004 120.05000000000001 25.500000000000004 6.0000000000000009 122.65000000000002 128.05000000000004 45.022979600000006 39.033214400000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 7 10 16 -10 12 -12 15 -13 -15 -5 -3 18 -18 -20 28 24 23 -23 25 -22 -26 -25 -19 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 11 13 -14 14 -16 -17 17 20 19 -21 21 22 -24 27 26 -27 -28 -29 29 -31
leaf_value=-4.5519878827348013 -43573.006683084241 295.45272405228684 -6501.1907407407416 30810.135489004631 81605.263159179696 -125364.43656250002 48571.885458669363 -79416.722530241939 96232.519176136368 9506.1645330255687 96363.103092447913 -69625.013389756947 -110120.70572350545 60758.181166294649 -16867.690691489363 -29639.921093750003 -123443.41689127605 -40231.385854640153 52552.601654411759 -36532.842238103694 -102480.5038810484 58973.884695221663 122232.77347301136 -54873.874728467992 45423.076238626149 -3225.2325059678824 -20158.85434969603 11512.10435336244 19280.300614145977 115317.4406182651
leaf_weight=4032453 23 39554 27 27 23 20 31 31 22 44 24 36 23 28 47 34 30 33 34 55 62 86 22 41 63 72 137 204 489 29
leaf_count=4032453 23 39554 27 27 23 20 31 31 22 44 24 36 23 28 47 34 30 33 34 55 62 86 22 41 63 72 137 204 489 29
internal_value=0 443.899 468.396 -10701.1 -3530.48 -57081.3 -10498.9 -17823.7 564.071 38414.9 -9105.02 5293.79 -32246 -14396.9 12112.6 -2883.34 503.008 6552.85 -32990.1 -2500.2 10353.8 1999.12 22264.9 15620.5 -19419.5 -49149.3 499.454 402.614 20770.7 24656.9
internal_weight=0 41351 41328 351 304 47 281 250 40977 66 219 135 84 111 75 61 40911 1357 119 89 1238 687 353 331 334 134 200 245 551 518
internal_count=4073804 41351 41328 351 304 47 281 250 40977 66 219 135 84 111 75 61 40911 1357 119 89 1238 687 353 331 334 134 200 245 551 518
is_linear=0
shrinkage=0.1


Tree=2720
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 0 0 4 4 0 4 6 6 6 7 0 6 3 4 5 0 6 0 6 0 7 6 4 0 0
split_gain=8.25648e+11 1.98116e+13 7.74247e+13 1.18048e+14 1.44498e+14 1.32853e+14 1.66755e+14 8.96968e+13 2.10929e+14 1.46296e+14 1.41557e+14 1.57806e+14 8.11728e+13 7.63856e+13 6.90416e+13 5.98682e+13 1.94414e+14 1.02234e+14 5.60563e+13 1.33593e+14 6.67155e+13 5.52528e+13 5.50521e+13 5.1529e+13 4.96013e+13 4.10086e+13 6.13093e+13 1.12396e+14 4.25455e+13 7.29738e+13
threshold=30.425503950000003 30.438492500000006 59.91832440000001 23.500000000000004 22.500000000000004 59.905532300000012 59.898927250000007 15.500000000000002 17.500000000000004 59.982409200000006 10.500000000000002 62.625000000000007 81.02500000000002 43.010000000000012 6.0000000000000009 59.933037250000005 71.030000000000015 5.5000000000000009 12.500000000000002 2.5000000000000004 59.699368850000006 71.715000000000018 60.042359000000012 92.02500000000002 59.963561900000009 6.0000000000000009 34.905000000000008 18.500000000000004 59.933037250000005 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 9 21 15 -12 18 -11 -5 16 17 -4 -2 20 -20 -9 -15 24 -17 28 -27 -28 -10 -30
right_child=1 -3 7 14 5 -7 -8 8 25 13 11 -13 -14 22 -16 23 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-154.37298107890331 4929.0212011716394 -2.3016707405877592 -16523.325097242454 -157205.44829143657 14987.155005705759 -98147.923973083496 193212.53079833987 8048.2799753851032 -114256.32550636574 30597.244596858854 -18984.242113039902 -95015.592566528328 -14970.88939945695 97915.515256290208 -18745.113370682568 -26492.061008839089 333525.93206521741 222948.83988095238 -39201.700855848525 150280.91126373629 31923.344524131826 -67694.765902709958 33963.426816802821 -138798.60616548979 11128.363090240919 7107.9321938836383 -66986.263067312349 -9163.0236522240939 58088.40387460529 2551.1192048999587
leaf_weight=319304 1293 3737635 118 58 89 32 128 389 27 774 1858 320 797 425 95 449 23 21 144 91 1567 128 197 26 1597 1681 388 2516 287 1347
leaf_count=319304 1293 3737635 118 58 89 32 128 389 27 774 1858 320 797 425 95 449 23 21 144 91 1567 128 197 26 1597 1681 388 2516 287 1347
internal_value=0 13.1288 3432.83 15026 18213 92065.6 120115 -527.144 5684.45 34737.6 -12014.1 -30155.1 13488.1 51566.7 -71233.3 5672.14 64217.7 19655.9 20816.7 32216.6 25937.4 -10704.4 77660.6 1094.74 2872.46 -3213.83 -8090.82 -16888.7 10248.5 12305.8
internal_weight=0 3.7545e+06 16865 4294 4141 249 217 12571 8159 1913 4412 2178 3892 1396 153 2234 162 139 3095 1802 1711 517 622 2072 2046 6246 4585 2904 1661 1634
internal_count=4073804 3754500 16865 4294 4141 249 217 12571 8159 1913 4412 2178 3892 1396 153 2234 162 139 3095 1802 1711 517 622 2072 2046 6246 4585 2904 1661 1634
is_linear=0
shrinkage=0.1


Tree=2721
num_leaves=31
num_cat=0
split_feature=0 6 6 5 4 6 4 4 6 1 6 1 1 3 1 7 4 4 4 3 4 3 7 3 4 7 6 1 4 1
split_gain=7.95376e+11 4.3508e+12 4.60825e+12 8.41766e+12 8.0655e+12 7.23162e+12 5.42208e+12 5.04548e+12 5.32457e+12 5.99937e+12 5.20864e+12 5.02769e+12 4.83253e+12 5.27549e+12 4.79496e+12 5.36452e+12 4.77225e+12 8.08806e+12 5.64927e+12 9.32335e+12 4.68295e+12 5.19344e+12 4.26067e+12 4.19472e+12 4.03156e+12 6.90695e+12 5.6335e+12 3.50957e+12 5.58681e+12 3.37638e+12
threshold=43.051287600000009 39.995000000000012 48.025000000000013 1.5000000000000002 10.500000000000002 42.005000000000003 19.500000000000004 10.500000000000002 108.05000000000001 45.71452080000001 63.855000000000011 47.504912950000005 47.800771000000005 15.500000000000002 47.899251850000006 6.0000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 6.0000000000000009 14.500000000000002 13.500000000000002 6.0000000000000009 55.805000000000007 44.628646350000004 4.5000000000000009 44.628646350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -6 12 8 9 10 -4 -11 13 23 15 -14 17 -16 19 -18 21 -20 -7 27 -9 26 -26 28 -5 -3
right_child=-2 2 3 6 5 22 -8 24 -10 11 -12 -13 14 -15 16 -17 18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3509.7418786927392 -3.871000064904432 19285.109364972795 11780.662659763992 -56559.059694602271 -8083.6318926447093 33826.530897939891 -34465.899327761632 3146.4833338426088 -48195.617566287881 -18245.152238280301 -20957.855061715549 -5486.9253750113558 -26469.707829027495 -36708.53912760417 25686.42333096591 1389.1218648454785 67872.113621471784 -45872.541331263958 -50467.801835937506 -11010.579338968211 -8.6184960781624103 -2736.7408534787737 13517.367664705998 29439.997424768517 -7167.0000784737731 541.77358537640487 -51824.775095942983 1731.08915833121 -4795.3673029008069 1661.0499288457704
leaf_weight=2484 4042776 112 239 22 110 157 43 980 33 514 61 774 178 36 22 113 31 56 40 29 1253 53 302 54 56 228 57 18900 399 3692
leaf_count=2484 4042776 112 239 22 110 157 43 980 33 514 61 774 178 36 22 113 31 56 40 29 1253 53 302 54 56 228 57 18900 399 3692
internal_value=0 504.37 853.692 313.245 3840.92 14945.2 1007.96 -4699.69 -8438.12 -7611.93 5123.83 -10578.3 1079.96 1536.66 -3914.49 -15651.7 -1612.93 -25689.2 -277.261 29745.5 -1615.57 -23266.2 20464.1 1607.73 -112.253 -9477.54 -29693.5 1529.94 -7500.36 2179.95
internal_weight=0 31028 28544 24171 4373 569 21229 2942 1621 1588 300 1288 21186 19411 1775 291 1484 78 1406 60 1346 93 459 19375 1321 341 113 19321 421 3804
internal_count=4073804 31028 28544 24171 4373 569 21229 2942 1621 1588 300 1288 21186 19411 1775 291 1484 78 1406 60 1346 93 459 19375 1321 341 113 19321 421 3804
is_linear=0
shrinkage=0.1


Tree=2722
num_leaves=31
num_cat=0
split_feature=6 1 1 6 5 6 0 0 2 0 1 1 0 4 1 7 0 4 4 1 6 4 4 6 6 3 0 0 6 0
split_gain=8.00078e+11 6.47741e+12 1.68529e+13 2.86463e+13 1.27721e+13 1.09925e+13 1.41614e+13 2.00729e+13 1.34625e+13 1.32792e+13 1.45391e+13 1.40633e+13 1.05159e+13 1.04867e+13 1.25843e+13 1.21936e+13 1.0291e+13 1.83323e+13 9.09504e+12 9.0341e+12 8.90491e+12 2.1007e+13 3.99177e+13 2.73351e+13 1.99912e+13 1.83809e+13 1.46991e+13 3.03272e+13 2.92335e+13 2.13938e+13
threshold=39.005000000000003 61.511492200000006 60.770858000000011 34.010000000000012 3.5000000000000004 33.585000000000008 55.102137100000007 53.310923100000004 9651.0000000000018 51.707269950000004 83.007653300000015 83.003420700000007 55.145978450000008 5.5000000000000009 61.29689960000001 6.0000000000000009 55.018166200000003 8.5000000000000018 17.500000000000004 61.273924650000005 38.205000000000005 23.500000000000004 24.500000000000004 38.010000000000012 37.705000000000005 14.500000000000002 54.94110555000001 54.947152850000002 38.805000000000007 55.046782850000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -3 -10 11 12 -11 -5 19 -16 -13 -18 -12 -15 21 -9 24 -24 -23 -25 -22 -28 -29 -30
right_child=-2 5 3 13 -6 6 -8 20 9 10 18 16 -14 14 15 -17 17 -19 -20 -21 26 22 23 25 -26 -27 27 28 29 -31
leaf_value=28.993950658355125 -25.607009106766682 1358.7425102017703 -532.76958052703094 -1140.8445647589367 77495.52047293527 -3321.3879529212481 -299.72713933176959 4150.7268293513889 20994.038905203684 -159.18763485996234 -3174.1654395734695 4936.6246121298109 -10582.969181288199 -7735.8956376988081 -17086.491805364047 -4009.8758624563811 -16229.727685546875 37395.389268535539 16234.859712294283 6097.948758220673 10060.788375143693 -4573.1511646254103 -1411.7353966832325 3693.7186979166672 -42245.220874023442 77951.75907291667 -11253.126941598617 -5335.3840347397927 4203.4353864510149 24154.463771069783
leaf_weight=762874 3054110 45887 19776 1920 21 5803 32853 39824 280 62684 22952 1706 983 1799 2556 989 85 255 244 640 1434 229 2197 60 366 75 2188 3465 4946 603
leaf_count=762874 3054110 45887 19776 1920 21 5803 32853 39824 280 62684 22952 1706 983 1799 2556 989 85 255 244 640 1434 229 2197 60 366 75 2188 3465 4946 603
internal_value=0 76.6962 -58.9866 -2481.94 -450 544.87 1374.99 2274.15 -33.082 -749.164 -817.64 -57.8789 -320.128 -7571.29 -9634.53 -13438.3 8102.73 23989.1 -2970 -4105.86 2860.41 3549.76 -4626.78 1272.05 -27746.2 44948.2 528.138 -692.163 1871.34 6371.48
internal_weight=0 1.01969e+06 790575 27701 19797 229119 94043 61190 135076 89189 88909 65713 63667 7904 5984 3545 2046 340 23196 2439 55387 42751 2927 2332 595 135 12636 11202 9014 5549
internal_count=4073804 1019694 790575 27701 19797 229119 94043 61190 135076 89189 88909 65713 63667 7904 5984 3545 2046 340 23196 2439 55387 42751 2927 2332 595 135 12636 11202 9014 5549
is_linear=0
shrinkage=0.1


Tree=2723
num_leaves=31
num_cat=0
split_feature=6 6 1 1 2 0 1 5 5 4 0 1 3 1 1 0 4 0 5 0 1 3 1 6 0 7 0 3 1 0
split_gain=7.88649e+11 9.63507e+12 3.28664e+13 3.84607e+13 2.1211e+13 2.65969e+13 2.26027e+13 3.74472e+13 3.06932e+13 2.43573e+13 2.48019e+13 2.23844e+13 2.88593e+13 2.42764e+13 2.14724e+13 2.14207e+13 1.95101e+13 3.30147e+13 2.48052e+13 4.29935e+13 2.23372e+13 2.10656e+13 2.05222e+13 1.70858e+13 2.2176e+13 2.11683e+13 1.88386e+13 1.6745e+13 3.72259e+13 2.53314e+13
threshold=62.375000000000007 64.015000000000015 82.958608050000009 83.086354900000018 5261.5000000000009 43.6005307 45.126607350000008 1.5000000000000002 2.5000000000000004 5.5000000000000009 43.472751400000007 39.908802000000009 2.5000000000000004 39.735861600000007 39.749243900000003 43.550475500000012 14.500000000000002 55.029726000000004 2.5000000000000004 54.998919050000005 83.025426800000005 2.5000000000000004 83.007653300000015 63.005000000000003 55.018166200000003 6.0000000000000009 54.94428030000001 9.5000000000000018 65.574968200000015 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 -2 11 15 -11 12 13 -9 -14 -10 17 18 21 20 -20 23 -18 -4 26 -26 -25 -7 29 -29
right_child=1 -3 3 -5 -6 27 -8 8 9 10 -12 -13 14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-26.404932424175925 108988.52191406251 -42.498333115025822 19613.478443264001 5131.7847211404496 4571.9229437470995 2111.6363236565244 2281.0439245396351 93728.254889112912 114585.27978830645 -110385.23787499999 22548.278273010255 -82030.113557245175 -59961.767393335809 -22361.140734011628 -6803.9518839878328 5537.2259084302332 13372.764757721494 -10226.850834144365 9897.3304925845005 44980.974255901841 -27728.983284426202 -4792.3703503097122 -5586.80250581782 43917.302088231954 -28787.280333565555 12290.043475877193 900.47355977049619 -3347.3267640042186 -35533.618450520837 5280.753306444627
leaf_weight=2995108 20 937862 471 7378 22301 57210 498 31 31 25 32 105 232 43 113 43 1454 5872 674 299 206 16550 940 103 471 171 8781 11660 315 4805
leaf_count=2995108 20 937862 471 7378 22301 57210 498 31 31 25 32 105 232 43 113 43 1454 5872 674 299 206 16550 940 103 471 171 8781 11660 315 4805
internal_value=0 73.316 844.563 -1445.51 1863.61 1060.05 -13880 -25803.2 -29919 13375.3 -35755.9 -40742.5 -30396 26270.9 -42550.7 51219.5 -2793.79 -3415.28 -1972.68 12220.5 1089.35 -2603.02 5928.32 1021.43 102.176 -17846.1 1399.21 1296.9 -1480.86 -829.384
internal_weight=0 1.0787e+06 140834 43370 97464 75163 1173 675 655 131 57 524 419 74 345 74 35992 33598 27726 1179 880 26547 2394 9997 9526 642 8884 73990 16780 16465
internal_count=4073804 1078696 140834 43370 97464 75163 1173 675 655 131 57 524 419 74 345 74 35992 33598 27726 1179 880 26547 2394 9997 9526 642 8884 73990 16780 16465
is_linear=0
shrinkage=0.1


Tree=2724
num_leaves=31
num_cat=0
split_feature=3 6 4 5 5 2 0 1 0 1 0 0 3 1 1 0 6 1 4 1 3 1 1 0 4 3 1 5 7 3
split_gain=8.28183e+11 9.2838e+12 2.44643e+13 2.63217e+13 2.63927e+13 5.10628e+13 5.02029e+13 2.49057e+13 2.41275e+13 2.73567e+13 2.25515e+13 2.38435e+13 4.13317e+13 4.86407e+13 6.83901e+13 5.5431e+13 4.08103e+13 2.99777e+13 3.08732e+13 2.95374e+13 7.91047e+13 2.46525e+13 2.65452e+13 2.94254e+13 3.05298e+13 7.37025e+13 5.51848e+13 1.25019e+14 4.82161e+13 2.60709e+13
threshold=7.5000000000000009 63.005000000000003 8.5000000000000018 1.5000000000000002 2.5000000000000004 75.000000000000014 55.743464250000009 39.777866350000004 59.982409200000006 30.345769800000003 59.898927250000007 57.15297970000001 12.500000000000002 30.438492500000006 30.362494150000003 59.856552950000008 83.010000000000005 30.157841000000001 15.500000000000002 30.370944000000005 9.5000000000000018 30.205407000000005 30.370944000000005 59.825842200000004 15.500000000000002 14.500000000000002 30.323041000000003 2.5000000000000004 6.0000000000000009 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 -3 5 6 -5 8 -7 -10 11 -4 13 14 -13 19 -17 18 -14 20 -16 -19 23 -23 25 26 28 -28 -25 -24
right_child=1 2 10 4 -6 7 -8 -9 9 -11 -12 12 17 -15 15 16 -18 21 -20 -21 -22 22 29 24 -26 -27 27 -29 -30 -31
leaf_value=-30.08202050974041 241.47596647472437 39816.253037308677 -294.55251056328598 158163.70032327587 -3253.6636583323398 -39055.962066824774 -29562.090848214284 -10763.209000414472 -198737.16130952383 -37324.79081101191 2456.4987237641426 -8489.7188471480822 122079.02276400864 -2539.3586617921878 -165049.56052320078 -24070.387983034369 53371.054985502575 -19392.821613994398 16833.913852528847 -42626.446539372271 19230.306749131945 -13579.219716228505 -9976.0808949814436 82954.702010758207 12693.225964109317 -84280.829557291669 299000.13334173389 -5006.7853515625002 -89731.998721590906 4193.6516991469689
leaf_weight=2818986 890746 98 312002 29 1179 490 28 344 21 21 27544 3884 29 8689 66 228 97 608 717 744 36 378 2346 61 1418 30 31 24 22 2908
leaf_count=2818986 890746 98 312002 29 1179 490 28 344 21 21 27544 3884 29 8689 66 228 97 608 717 744 36 378 2346 61 1418 30 31 24 22 2908
internal_value=0 67.5802 -357.877 -10847.2 -13198.1 -25764.5 65947.5 -31732 -45290.8 -118031 -293.815 -520.41 -3678.14 -7076.88 -14876.4 -36059.9 -957.096 1771.26 20925.2 -49545 -100010 -54.5596 1574.38 11493.2 17468.8 57777.1 88659.2 166343 37182.3 -2133.37
internal_weight=0 1.25482e+06 364072 2210 2112 933 57 876 532 42 361862 334318 22316 13744 5055 1171 325 8572 746 846 102 7826 7218 1964 1586 168 138 55 83 5254
internal_count=4073804 1254818 364072 2210 2112 933 57 876 532 42 361862 334318 22316 13744 5055 1171 325 8572 746 846 102 7826 7218 1964 1586 168 138 55 83 5254
is_linear=0
shrinkage=0.1


Tree=2725
num_leaves=31
num_cat=0
split_feature=6 0 0 5 0 1 4 7 1 1 4 6 5 6 2 4 6 1 6 1 5 6 6 1 4 0 6 6 4 1
split_gain=9.30068e+11 9.48817e+12 3.15163e+13 2.04218e+13 1.99012e+13 6.32118e+13 3.45527e+13 2.76997e+13 5.798e+13 4.74421e+13 4.11424e+13 2.64811e+13 2.82699e+13 2.35328e+13 2.16648e+13 1.98197e+13 3.60337e+13 3.9453e+13 3.9284e+13 3.38393e+13 4.64286e+13 4.10085e+13 4.09976e+13 3.56635e+13 3.38502e+13 4.90369e+13 3.36648e+13 3.04645e+13 2.98751e+13 7.82144e+13
threshold=62.375000000000007 57.174562350000009 57.14107305000001 1.5000000000000002 57.57007620000001 65.64204770000002 18.500000000000004 6.0000000000000009 65.574968200000015 65.559704250000024 10.500000000000002 98.020000000000024 2.5000000000000004 64.805000000000021 6082.0000000000009 15.500000000000002 128.05000000000004 65.559704250000024 122.65000000000002 65.574968200000015 2.5000000000000004 83.820000000000007 82.905000000000015 65.534455000000023 5.5000000000000009 57.15297970000001 120.05000000000001 134.05000000000004 10.500000000000002 65.559704250000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -3 12 -11 -10 -12 19 17 18 -17 20 21 22 23 -5 -25 -26 -23 -18 -22 -30
right_child=1 4 3 15 -6 6 -8 8 13 11 14 -13 -14 -15 -16 16 27 -19 -20 -21 28 26 -24 24 25 -27 -28 -29 29 -31
leaf_value=-28.674820279736117 138.46715018771087 -14271.347543216099 52323.824531886894 6448.0353181232394 -380.02479808876188 11584.8478740427 66929.036895307334 14706.024517682326 -74905.222005900927 -9597.2384084692512 -48733.630068808481 -29207.276245161742 14951.852345343794 -16115.467798926473 54902.895238095247 -9711.4337236883603 -100666.91976445896 17864.689398953633 119061.21705322266 -4661.7754201447924 1312.7270700108468 61003.882518766135 -63301.676275831662 -33805.976674107143 84366.727544460591 24892.496905343956 -59100.431125000003 797.11684109669818 8736.7359790751416 89401.876029146646
leaf_weight=2995108 904162 2760 92 915 155456 446 151 1134 94 844 511 274 1056 247 21 1835 67 859 24 1829 3812 351 62 63 199 457 25 53 754 143
leaf_count=2995108 904162 2760 92 915 155456 446 151 1134 94 844 511 274 1056 247 21 1835 67 859 24 1829 3812 351 62 63 199 457 25 53 754 143
internal_value=0 79.6185 204.745 5397.66 -623.345 -5641.34 25583.1 -8326.97 3833.91 -11608.6 -19179.5 -144.299 4046.89 -32321.4 -44642.7 5020.54 -2226.81 140.823 -8048.96 7409.39 10665.3 23139.6 16515.5 19544.1 36210.1 42934.2 53018.2 -55853.6 5176.49 21596.4
internal_weight=0 1.0787e+06 915702 11540 162994 7538 597 6941 1475 5466 3292 2174 1900 341 532 11448 2838 2718 1859 8610 6781 2072 1696 1634 719 656 376 120 4709 897
internal_count=4073804 1078696 915702 11540 162994 7538 597 6941 1475 5466 3292 2174 1900 341 532 11448 2838 2718 1859 8610 6781 2072 1696 1634 719 656 376 120 4709 897
is_linear=0
shrinkage=0.1


Tree=2726
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 6 6 6 0 1 4 1 1 1 1 3 0 3 6 3 1 1 5 4 3 3 0 6 6 6
split_gain=8.13282e+11 6.50753e+12 2.06082e+13 3.38837e+13 3.6672e+13 2.4357e+13 3.11472e+13 3.13282e+13 5.50512e+13 3.0334e+13 2.69604e+13 3.16917e+13 2.87455e+13 2.78406e+13 3.86897e+13 4.24732e+13 3.15806e+13 2.6588e+13 2.58824e+13 2.50733e+13 2.37523e+13 2.34805e+13 2.27225e+13 4.72037e+13 2.74447e+13 2.9061e+13 2.26751e+13 3.19207e+13 4.8771e+13 2.41057e+13
threshold=19.500000000000004 45.022979600000006 45.015054600000006 20.500000000000004 38.977585500000011 72.020000000000024 85.020000000000024 87.015000000000015 44.601833250000006 39.735861600000007 23.500000000000004 38.977585500000011 39.079932600000006 38.948208550000011 39.044653900000007 17.500000000000004 45.001720900000002 18.500000000000004 86.920000000000016 21.500000000000004 39.01296365000001 39.908802000000009 2.5000000000000004 21.500000000000004 9.5000000000000018 5.5000000000000009 44.990874950000006 92.02500000000002 99.050000000000011 138.05000000000004
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 4 -4 21 9 8 -8 -7 13 17 19 -9 15 16 -15 -12 -10 -13 -6 -2 23 -16 25 -24 27 -14 -29 -30
right_child=1 -3 3 -5 20 6 7 10 18 -11 11 12 26 14 22 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=16.22225326571581 441.23135237253967 -52.366744909947663 115927.81722506011 -19000.351124381086 -85380.520003255224 -15802.42315578785 134863.59166666667 13494.397415293817 -18524.051570951022 -71937.559607872608 -67517.772682291674 67736.895328305647 83079.701708984387 -35425.654434940734 -123356.46674241287 49159.12884615385 -133978.09373944259 48208.00613425926 73713.950145348834 -23991.598130967883 31028.190852708085 33785.482232467293 -7607.9729473039224 2425.1065429687501 -20328.565379682797 72622.291483410503 -61966.945384680701 -149175.06737351191 -6013.5730951891455 108083.76019021739
leaf_weight=3599339 11904 457783 39 1226 24 1294 45 276 104 104 75 173 52 58 52 26 74 27 43 36 65 215 102 70 332 81 46 21 95 23
leaf_count=3599339 11904 457783 39 1226 24 1294 45 276 104 104 75 173 52 58 52 26 74 27 43 36 65 215 102 70 332 81 46 21 95 23
internal_value=0 -123.064 -2063.11 -13888.9 35069.4 -1018.48 -8765.2 -109.162 38083.6 -19978.4 -4638.51 13401.8 24902.3 -13869.2 -23369.1 -67664.1 -90674.7 -36884.5 8457.13 51936.8 -362.922 1032.78 -12382.2 -51186.7 -3189.69 27903.8 1061.71 16241.4 -8762.87 16225.7
internal_weight=0 474465 16682 1354 128 15328 3209 1811 192 1398 1619 548 446 1071 795 158 132 102 147 209 89 12119 637 122 515 183 237 191 139 118
internal_count=4073804 474465 16682 1354 128 15328 3209 1811 192 1398 1619 548 446 1071 795 158 132 102 147 209 89 12119 637 122 515 183 237 191 139 118
is_linear=0
shrinkage=0.1


Tree=2727
num_leaves=31
num_cat=0
split_feature=6 6 6 0 1 4 0 1 0 1 1 0 5 1 1 0 1 1 1 4 4 2 6 7 5 0 4 1 0 0
split_gain=8.0653e+11 9.17115e+12 1.20663e+13 1.59307e+13 3.56919e+13 2.95885e+13 2.2703e+13 1.11964e+13 1.41131e+13 1.02746e+13 1.27302e+13 3.88245e+13 1.78233e+13 2.45309e+13 1.3027e+13 1.02897e+13 9.96394e+12 5.94867e+13 7.36203e+13 9.044e+13 7.84124e+13 5.89037e+13 3.48253e+13 5.97109e+13 6.37358e+13 5.76551e+13 5.43365e+13 4.99875e+13 4.59979e+13 9.85928e+13
threshold=62.375000000000007 61.805000000000007 61.425000000000004 55.649510000000014 37.755233900000007 13.500000000000002 55.660117850000006 30.157841000000001 59.939085000000013 37.729575300000008 37.543519500000009 55.579943700000008 2.5000000000000004 37.374856000000008 37.618684050000006 55.595177750000005 37.729575300000008 37.46219940000001 37.442254400000003 15.500000000000002 14.500000000000002 75.000000000000014 62.010000000000012 6.0000000000000009 2.5000000000000004 55.791814000000009 16.500000000000004 37.563506350000004 55.883833400000007 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 14 13 -7 -12 -15 17 18 -3 20 -20 -18 23 26 27 -24 -19 -25 29 -28
right_child=-2 16 3 6 -6 9 7 -9 -10 -11 11 -13 -14 15 -16 -17 21 22 19 -21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-16.104092637158413 74.142443567059445 -724.05448167351324 -566.74580092715075 55129.194269816078 3623.7839426178052 -11995.099232456141 9613.1174397786453 5397.7290013765332 76715.626937500012 -81108.87095170455 57294.818498883935 -109773.45763888891 31276.485542149698 -81799.585328834946 -15888.527243822675 -18584.11633064516 34898.460184212308 -5598.3560983632369 72447.557307942712 -27074.120217797063 272278.11012731487 -1061.6347969504641 -7134.815509945769 -30222.25446394955 184503.6524116848 -54522.504919815066 -31787.346488712228 37776.25872574345 24696.68705428686 -147719.55301310224
leaf_weight=2935314 1078696 7348 502 96 3651 114 84 5536 50 44 56 27 31 152 43 31 461 1123 72 62 27 38273 515 166 23 512 311 310 78 96
leaf_count=2935314 1078696 7348 502 96 3651 114 84 5536 50 44 56 27 31 152 43 31 461 1123 72 62 27 38273 515 166 23 512 311 310 78 96
internal_value=0 -26.7026 -4.04722 3393.35 -960.859 -17699.4 6905.57 6089.08 34651.4 -34969.6 -30498 -3480.8 -40876.6 -48407.7 25508.1 -71091 -1378.28 -4088.26 741.615 67634.4 126947 -633.649 -15660.6 -8301.01 21918.5 -30759.4 -17678.8 14062.5 -45650.7 -59132.5
internal_weight=0 2.99511e+06 2.94573e+06 10417 4651 1000 5766 5670 134 498 454 126 328 297 99 183 49377 10643 7509 161 99 38734 3134 2107 499 1027 1608 476 485 407
internal_count=4073804 2995108 2945731 10417 4651 1000 5766 5670 134 498 454 126 328 297 99 183 49377 10643 7509 161 99 38734 3134 2107 499 1027 1608 476 485 407
is_linear=0
shrinkage=0.1


Tree=2728
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 1 6 1 0 7 6 6 3 6 1 0 1 6 7 3 6 6 4 4 6 6 1 1 7 3
split_gain=7.90281e+11 1.12718e+13 1.8927e+13 3.27339e+13 6.12557e+13 1.2289e+14 4.58712e+13 2.88801e+13 2.0053e+13 1.99866e+13 1.93168e+13 2.01525e+13 1.90548e+13 2.98989e+13 2.74819e+13 2.64119e+13 4.66164e+13 9.40319e+13 8.03511e+13 3.56195e+13 4.59673e+13 3.06935e+13 2.12459e+13 4.18936e+13 3.50387e+13 2.88981e+13 2.33842e+13 3.35432e+13 3.70916e+13 2.67972e+13
threshold=60.01610465000001 5.5000000000000009 39.749243900000003 30.438492500000006 3338.0000000000005 30.452677500000004 64.805000000000021 30.452677500000004 60.042359000000012 6.0000000000000009 37.705000000000005 84.00500000000001 8.5000000000000018 46.420000000000009 30.362494150000003 60.034792100000011 30.389265100000003 72.020000000000024 6.0000000000000009 9.5000000000000018 87.015000000000015 41.505000000000003 19.500000000000004 16.500000000000004 40.205000000000005 116.05000000000001 30.226173900000003 30.425503950000003 6.0000000000000009 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 12 5 9 -7 8 -6 -5 -10 -12 13 -3 -15 16 -14 18 21 -19 -21 -18 23 -17 -25 26 29 28 -28 -26
right_child=1 2 -4 4 7 6 -8 -9 10 -11 11 -13 15 14 -16 22 17 19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=8.4434285172342722 572.82410226378022 1110.9021080613363 3032.5534289342518 -42931.42973994065 -12203.304123831658 -423.431553776182 -40985.628300016477 -5976.3187372634047 -477.96021873265937 -77850.83578989665 25070.817564662542 -51207.593467881947 2869.2188091471926 -12756.482107538133 1965.6955362133945 1104.9789400865895 -1776.3377123455671 27747.328871372767 -107501.03702168367 280514.24687500001 104136.27401041667 48345.361178707491 548.39109779945193 -3987.3529163583025 14320.344628609724 91625.556696428568 -30975.455095171506 -5250.7808263174502 -77316.231606108573 -45396.724958405677
leaf_weight=3929399 79117 5745 9085 517 387 1740 332 5417 623 240 914 36 10420 4725 1733 3734 215 28 49 22 45 283 15797 1595 247 21 676 322 232 108
leaf_count=3929399 79117 5745 9085 517 387 1740 332 5417 623 240 914 36 10420 4725 1733 3734 215 28 49 22 45 283 15797 1595 247 21 676 322 232 108
internal_value=0 -229.754 -1202.33 -1886.88 -7010.25 -19520.6 -6922.78 -2212.68 8189.19 -54002.3 13206.3 22180.3 -750.088 -4137.15 -8805.8 472.98 4480.56 30633.4 14684.2 122467 162051 26706.5 -1477.21 -6091.27 -14485.8 -24912.3 -26456.3 -32981.7 -42815.8 -3847.1
internal_weight=0 144405 65288 56203 10206 2829 2072 7377 1960 757 1573 950 45997 12203 6458 33794 11062 642 547 95 67 498 22732 6935 3201 1606 1585 1230 908 355
internal_count=4073804 144405 65288 56203 10206 2829 2072 7377 1960 757 1573 950 45997 12203 6458 33794 11062 642 547 95 67 498 22732 6935 3201 1606 1585 1230 908 355
is_linear=0
shrinkage=0.1


Tree=2729
num_leaves=31
num_cat=0
split_feature=1 1 6 6 6 5 4 0 4 4 2 4 0 0 6 0 0 6 1 2 3 3 4 6 4 4 3 4 6 6
split_gain=7.97294e+11 2.06212e+13 5.00996e+13 7.03152e+13 4.95131e+13 5.72585e+13 7.17548e+13 4.309e+13 4.29946e+13 6.72333e+13 4.10917e+13 5.70934e+13 2.9706e+13 1.71256e+14 1.59096e+14 4.15047e+13 3.58813e+13 3.4084e+13 2.97968e+13 5.24193e+13 3.8835e+13 2.91184e+13 4.2039e+13 2.87045e+13 3.6524e+13 5.32563e+13 4.16618e+13 3.96082e+13 3.89918e+13 4.63263e+13
threshold=37.563506350000004 37.517483500000004 57.005000000000003 56.010000000000012 82.905000000000015 3.5000000000000004 3.5000000000000004 55.390026600000006 23.500000000000004 20.500000000000004 75.000000000000014 15.500000000000002 55.783232450000007 55.685785750000008 87.395000000000024 55.660117850000006 55.866549750000011 108.05000000000001 37.534144550000008 75.000000000000014 8.5000000000000018 7.5000000000000009 14.500000000000002 42.205000000000005 25.500000000000004 22.500000000000004 20.500000000000004 32.500000000000007 42.405000000000008 52.330000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -7 21 9 12 -8 -12 13 15 -15 17 -14 -6 19 -18 -21 22 -4 -3 25 26 -25 -26 -27 -30
right_child=-2 2 4 -5 5 6 10 -9 -10 -11 11 -13 16 14 -16 -17 18 -19 -20 20 -22 -23 -24 24 27 28 -28 -29 29 -31
leaf_value=-42.280322061833573 -21.597006534508644 -2450.495484013235 -11424.65066124763 -25561.730486574139 -28644.18642290372 -147490.59133831522 15841.957193080358 10026.233344549844 3882.7564561394511 -79279.306528691523 53202.059900000007 235175.09875 65799.702541738021 -21945.771679687503 -353385.28197916667 91880.780234375008 -63490.379878087202 44578.703820122617 -21136.054057205816 5343.8375222598806 87916.670438058034 27924.107431579971 -87928.65859869463 3794.7128090947876 -28760.41548131606 115457.39967730979 -71490.751540065452 6697.0199992347225 8456.8422609488371 50948.059823903735
leaf_weight=734695 3289771 15651 791 1076 543 23 385 14290 1371 171 125 20 73 28 30 35 62 72 546 136 98 161 79 10986 680 46 74 587 827 372
leaf_count=734695 3289771 15651 791 1076 543 23 385 14290 1371 171 125 20 73 28 30 35 62 72 546 136 98 161 79 10986 680 46 74 587 827 372
internal_value=0 90.6202 2069.65 -456.356 6089.58 -4262.49 25426.1 8601.75 -9449.78 -19638.7 32930 78301.8 -13354.9 -28734.9 -193380 -14043.5 -1454.33 -20071.8 -7285.15 18264.2 39925.6 -11142.1 -18371.6 468.032 3833.63 5498.25 3290.99 -12333 25106.4 21640.1
internal_weight=0 784033 49338 30299 19039 3718 553 15321 3165 1794 530 145 1623 708 58 650 915 615 842 296 234 1031 870 29223 13572 12305 11060 1267 1245 1199
internal_count=4073804 784033 49338 30299 19039 3718 553 15321 3165 1794 530 145 1623 708 58 650 915 615 842 296 234 1031 870 29223 13572 12305 11060 1267 1245 1199
is_linear=0
shrinkage=0.1


Tree=2730
num_leaves=31
num_cat=0
split_feature=6 4 6 1 2 0 3 1 3 4 4 1 0 3 4 3 3 0 3 6 6 1 3 6 6 3 4 3 6 1
split_gain=8.02714e+11 5.07096e+12 1.46715e+13 1.37393e+13 1.57419e+13 6.39315e+13 2.81361e+13 1.54849e+13 1.44777e+13 1.73066e+13 1.52784e+13 1.32033e+13 1.56348e+13 1.4908e+13 1.60091e+13 1.45408e+13 1.12121e+13 1.05659e+13 2.35903e+13 1.13651e+13 3.38952e+13 2.47005e+13 1.42532e+13 1.35425e+13 1.12989e+13 1.07379e+13 1.62667e+13 1.08605e+13 1.00942e+13 1.00218e+13
threshold=42.005000000000003 17.500000000000004 41.990000000000002 37.488790500000007 75.000000000000014 55.768246800000007 5.5000000000000009 37.401708450000008 17.500000000000004 24.500000000000004 20.500000000000004 37.534144550000008 55.633951400000008 9.5000000000000018 32.500000000000007 27.500000000000004 6.5000000000000009 43.6005307 16.500000000000004 35.995000000000012 38.405000000000008 39.749243900000003 6.5000000000000009 36.405000000000008 36.905000000000008 6.5000000000000009 21.500000000000004 9.5000000000000018 33.585000000000008 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 -4 12 -5 -14 -15 -13 -11 18 19 25 22 -22 -21 -24 -20 26 28 -27 -3 -19
right_child=-2 2 3 11 -6 6 7 -9 -10 16 -12 15 13 14 -16 -17 -18 29 24 20 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-23.131473410240087 -32.07166749691438 12274.660585937501 16088.815580357143 -22363.571566280243 -139.24611540348852 -183562.37596153846 -105738.45645419034 -4631.0763532366072 77760.748640324528 86565.971499399049 -71584.859536345102 5439.4279673733909 -8972.0627696161682 118989.91111505682 12868.378757440478 -56548.468706311687 -127.64551339285715 5500.0065404107554 8686.7942331414488 -139457.78377757352 -46741.96602105035 66191.009357766539 545.65669157608704 -105779.51198437501 97489.657404891317 -66896.85293181047 -56640.630894886366 -4858.8965271832194 94307.832185872408 252.33583971986036
leaf_weight=1167205 2676587 40 35 31 1614 26 33 28 26 26 46 9098 23 44 21 38 35 3702 38 34 45 34 23 25 23 46 22 73 24 214759
leaf_count=1167205 2676587 40 35 31 1614 26 33 28 26 26 46 9098 23 44 21 38 35 3702 38 34 45 34 23 25 23 46 22 73 24 214759
internal_value=0 61.4383 490.591 4033.36 -3787.14 -26876.2 -96455.9 -59328.5 9156.14 -3405.26 -33701.2 5612.67 38707.3 60220.8 84704.5 5181.6 36823.7 310.546 -15404.5 -25000.2 -44884.5 1862.1 -89920.8 -54832 42169.8 -9383.78 17538.1 -28840 43037.1 341.262
internal_weight=0 1.39722e+06 230012 11124 1869 255 87 61 168 142 81 9255 119 88 65 9136 61 218888 427 366 161 79 82 48 61 205 86 119 64 218461
internal_count=4073804 1397217 230012 11124 1869 255 87 61 168 142 81 9255 119 88 65 9136 61 218888 427 366 161 79 82 48 61 205 86 119 64 218461
is_linear=0
shrinkage=0.1


Tree=2731
num_leaves=31
num_cat=0
split_feature=3 0 1 6 0 0 6 3 1 1 6 6 4 7 6 1 5 4 6 1 6 6 0 1 1 0 6 7 1 6
split_gain=8.9658e+11 4.06586e+12 9.20107e+12 2.83518e+13 8.78823e+12 1.76035e+13 1.52549e+13 1.69238e+13 1.52448e+13 2.21072e+13 1.66506e+13 1.55392e+13 2.04047e+13 3.16678e+13 2.24864e+13 3.59117e+13 1.58114e+13 1.1008e+13 1.69351e+13 1.2932e+13 1.64921e+13 1.15373e+13 1.09596e+13 4.05059e+13 3.4026e+13 1.7957e+13 1.60324e+13 3.78456e+13 1.39242e+13 1.24218e+13
threshold=17.500000000000004 47.222459950000008 37.318079750000003 69.605000000000004 53.20799465000001 53.356310450000002 104.01000000000001 21.500000000000004 39.079932600000006 39.135518400000002 61.805000000000007 81.705000000000013 20.500000000000004 6.0000000000000009 84.810000000000016 39.723160900000003 2.5000000000000004 25.500000000000004 90.045000000000016 50.213874250000011 75.605000000000004 62.010000000000012 51.707269950000004 39.178027400000005 39.231261550000006 51.307150200000002 74.615000000000009 6.0000000000000009 39.749243900000003 51.805000000000007
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 3 -2 8 6 17 -8 10 -10 -3 22 13 -13 15 -14 -16 18 19 20 -6 -19 25 29 -25 28 -27 -28 -11 -24
right_child=1 4 -4 -5 5 -7 7 -9 9 11 -12 12 14 -15 16 -17 -18 21 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=9.0619108069979681 -8029.6931594122034 5820.7810577392584 1113.871484159265 134277.31555059526 15020.933700660549 -311.60861433495671 112795.47368951613 -3472.5923874627974 -43316.167538781476 1862.3920046316148 122133.51703125001 -94082.008573457802 -72505.16720157658 -64.720653568097021 72395.446069335943 37013.00367759147 -3502.0746189228976 15058.844946065081 -42471.977636718751 -5041.7590303235665 82169.771608231706 71583.190190972222 -21404.264389081312 43157.112682735562 -5169.7119628391501 8491.4698890015934 164791.11129261367 -7887.0924479166679 -9151.2611810953822 -54306.954301470592
leaf_weight=3927269 42 32 15869 21 339 120570 31 21 139 2893 20 77 111 67 29 41 513 109 68 319 41 54 353 165 1245 1241 22 30 1903 170
leaf_count=3927269 42 32 15869 21 339 120570 31 21 139 2893 20 77 111 67 29 41 513 109 68 319 41 54 353 165 1245 1241 22 30 1903 170
internal_value=0 -242.867 1265.29 39406 -426.844 -203.003 13131.7 65841.1 -3432.97 -3744.94 50556.4 -3124.13 -16081.5 -50337.9 -8973.54 -42964.1 558.863 10184.5 5169.02 9803.63 22265.9 33784.7 -1770.57 -8330.71 485.555 311.998 10770.8 65169.1 -2507.7 -32099.2
internal_weight=0 146535 15932 63 130603 121552 982 52 9051 8999 52 8860 838 144 694 152 542 930 767 699 380 163 8022 1933 1410 6089 1293 52 4796 523
internal_count=4073804 146535 15932 63 130603 121552 982 52 9051 8999 52 8860 838 144 694 152 542 930 767 699 380 163 8022 1933 1410 6089 1293 52 4796 523
is_linear=0
shrinkage=0.1


Tree=2732
num_leaves=31
num_cat=0
split_feature=4 1 0 1 4 5 7 3 5 6 2 6 0 0 4 6 1 1 3 6 0 6 6 6 1 4 6 2 1 1
split_gain=8.01297e+11 6.35515e+12 1.48028e+13 6.42608e+12 1.3012e+13 1.62579e+13 5.9448e+12 2.95254e+13 3.26661e+13 4.70632e+13 6.3008e+13 3.99307e+13 3.90742e+13 9.50962e+13 4.40483e+13 6.02807e+13 4.87586e+13 4.82614e+13 3.38086e+13 3.17694e+13 2.93023e+13 2.69803e+13 6.83325e+13 2.70674e+13 2.78727e+13 2.99645e+13 2.58842e+13 2.56266e+13 2.51785e+13 6.77259e+13
threshold=19.500000000000004 103.8879505 52.07762420000001 92.90968070000001 21.500000000000004 1.5000000000000002 6.0000000000000009 3.5000000000000004 1.5000000000000002 57.715000000000011 75.000000000000014 38.995000000000012 55.840017500000009 55.743464250000009 22.500000000000004 54.410000000000004 37.563506350000004 37.563506350000004 4.5000000000000009 79.015000000000015 44.685196900000008 55.805000000000007 53.005000000000003 52.990000000000002 39.718675700000013 23.500000000000004 41.505000000000003 3338.0000000000005 40.965343750000009 56.805602900000004
decision_type=2 2 2 2 2 2 2 2 2 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 19 11 10 12 -9 13 -10 15 16 -14 -16 -15 -2 21 22 23 24 -12 -26 -22 -28 -11 -30
right_child=1 2 -4 4 -6 -7 -8 8 9 28 20 -13 14 18 17 -17 -18 -19 -20 -21 26 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=16.102286489285458 -2444.2363789995015 -7061.0997658651386 -78553.823828125009 14434.233669704863 5056.3267865486114 126884.38524414063 148.7245250402114 1253.1956080882378 10808.126555821365 -1189.8546146836629 120759.00818965517 -3447.8260378853302 53137.76435448233 155338.09522058823 6516.1169482869846 -77110.840618676943 -81409.979898648657 118239.93063497341 52947.812722612573 -13247.889809868957 -9867.184419424193 102868.17985733696 -71574.935997009277 116223.05514171513 -16212.791044248384 65226.764305320947 6389.0968409987363 -3802.904473520628 13740.474366199433 -444.1625056459074
leaf_weight=3599339 16238 305 32 36 997 20 292531 29390 1178 48856 29 46905 99 34 218 139 37 47 626 3270 1467 46 64 43 116 74 10932 3186 4541 13009
leaf_count=3599339 16238 305 32 36 997 20 292531 29390 1178 48856 29 46905 99 34 218 139 37 47 626 3270 1467 46 64 43 116 74 10932 3186 4541 13009
internal_value=0 -122.154 -13849.7 -112.396 7690.86 54595 -129.765 -580.995 -135.902 1215.51 5700.46 -1636.92 20885.9 27833.9 -2763.24 -30799.8 16532.9 26331.3 58222.5 -4255.18 3437.44 31174.3 21058 43685.9 29443.4 15505.8 2775.39 4089.07 -22.8014 3226.06
internal_weight=0 474465 337 474128 1053 56 473075 180544 161036 84741 18335 76295 2378 1838 540 275 136 265 660 19508 15957 372 326 262 219 190 15585 14118 66406 17550
internal_count=4073804 474465 337 474128 1053 56 473075 180544 161036 84741 18335 76295 2378 1838 540 275 136 265 660 19508 15957 372 326 262 219 190 15585 14118 66406 17550
is_linear=0
shrinkage=0.1


Tree=2733
num_leaves=31
num_cat=0
split_feature=3 6 6 1 1 0 1 6 1 4 1 1 3 1 1 5 1 6 6 0 0 6 1 7 0 6 4 1 6 4
split_gain=7.71221e+11 3.72861e+12 8.09332e+12 2.03518e+13 2.16826e+13 2.04299e+13 2.28173e+13 2.80315e+13 1.41623e+13 1.24762e+13 8.38914e+12 1.33636e+13 7.72547e+12 1.125e+13 1.1687e+13 1.22899e+13 2.23686e+13 5.41762e+13 2.44476e+13 1.80285e+13 2.77937e+13 2.25538e+13 1.78558e+13 2.03416e+13 2.57226e+13 2.55239e+13 2.45424e+13 2.62676e+13 3.51389e+13 2.00835e+13
threshold=17.500000000000004 43.010000000000012 43.605000000000011 37.631035900000008 37.343102500000008 55.710673100000008 37.475446350000006 43.405000000000008 37.702956500000006 24.500000000000004 30.277905650000005 33.882313700000005 20.500000000000004 82.973036600000015 82.968544750000021 2.5000000000000004 60.636764050000004 125.02000000000002 122.65000000000002 43.550475500000012 44.685196900000008 87.395000000000024 82.948524700000021 6.0000000000000009 55.046782850000007 108.05000000000001 21.500000000000004 82.93515810000001 101.02000000000002 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 10 -6 7 -7 9 -5 -3 -12 13 14 15 -4 19 18 22 -17 21 -21 23 24 26 -25 -18 -28 -29 -26
right_child=1 2 12 8 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 25 29 -27 27 28 -30 -31
leaf_value=8.4045499587917085 438.28436436084348 -32920.907363045932 -2710.1516763650252 -79773.345275878906 -49866.594959077382 35213.532812500001 26814.329014246323 198604.80602678572 -11827.354494486142 -1645.579233870968 22957.511707064637 -46715.346289062501 412.84843775468937 7408.133288816699 -23854.123229207875 68745.708699324328 -9367.6228987068971 -16628.359173489276 128575.57500000001 11793.411985518294 -643.97151804077066 -79230.54350344812 -845.60397556211888 6499.0821385901909 48667.676376622891 94185.246272321441 43370.120099431821 197717.58550061678 41113.338043478259 7711.7719991334734
leaf_weight=3927269 53670 83 30043 60 21 21 85 21 932 31 117 36 46395 1397 237 37 29 580 20 41 10902 81 410 644 207 35 55 38 23 284
leaf_count=3927269 53670 83 30043 60 21 21 85 21 932 31 117 36 46395 1397 237 37 29 580 20 41 10902 81 410 644 207 35 55 38 23 284
internal_value=0 -225.25 -608.729 -8135.37 11494.9 41501.4 56609.5 116909 -15503.9 -53158.4 -7322.71 6563.9 -492.939 -1425.5 -1708.11 -1587.26 932.919 9849.11 18649.6 -941.247 -1175.14 -48640.5 17375.1 23056.1 35907.1 11019 72914.3 93484.8 138670 24978.3
internal_weight=0 146535 92865 1407 384 148 127 42 1023 91 236 153 91458 45063 43666 43429 13386 2325 1745 11061 11024 122 1725 1315 636 679 145 116 61 491
internal_count=4073804 146535 92865 1407 384 148 127 42 1023 91 236 153 91458 45063 43666 43429 13386 2325 1745 11061 11024 122 1725 1315 636 679 145 116 61 491
is_linear=0
shrinkage=0.1


Tree=2734
num_leaves=31
num_cat=0
split_feature=6 6 0 4 4 1 6 0 1 4 0 0 1 0 1 3 5 6 0 4 2 1 1 4 1 1 0 0 0 7
split_gain=7.67286e+11 7.3686e+12 1.22093e+13 1.52688e+13 1.86733e+13 2.15594e+13 3.35398e+13 3.21309e+13 5.04774e+13 3.2192e+13 2.85361e+13 3.65035e+13 3.35495e+13 3.05533e+13 3.0297e+13 3.23209e+13 9.6304e+13 7.30536e+13 3.09548e+13 2.93738e+13 2.54224e+13 2.44761e+13 2.09366e+13 1.96912e+13 1.96729e+13 2.48241e+13 1.77592e+13 1.66286e+13 1.72825e+13 1.58348e+13
threshold=54.010000000000012 52.015000000000008 45.177967300000006 8.5000000000000018 20.500000000000004 37.740454950000007 52.990000000000002 55.539595350000006 37.534144550000008 21.500000000000004 55.82518790000001 55.759969450000007 37.475446350000006 59.963561900000009 37.374856000000008 13.500000000000002 1.5000000000000002 53.995000000000012 55.696737300000009 23.500000000000004 75.000000000000014 63.728898350000001 37.600779750000008 22.500000000000004 82.941727000000014 82.956351500000011 55.014210500000011 56.904718250000009 51.659529100000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 22 10 -10 11 14 -13 -12 -9 16 -16 -17 -18 -15 29 27 -8 -22 26 -26 -23 28 -7 -11
right_child=-2 2 3 4 5 21 7 8 9 20 13 12 -14 19 15 17 18 -19 -20 -21 23 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.8397170675078511 51.950254353819048 1740.1094910551224 723.6319757268484 -2531.3296792736719 -2774.4690928861974 9327.9030966340215 -5568.3539978027347 -27509.053050823302 115151.26436476936 46460.211276805647 19630.189480340134 -21044.12633203125 -107523.88843994141 -38473.560519229672 251735.79879092262 21273.924351196289 -842.16050514155984 -158109.43655133931 110149.15706176759 4977.5937398824017 20813.881655943627 -44311.267819393383 -104209.94192708335 101572.80795238598 -61616.307483878969 5828.3053101782716 30601.338153677174 24549.42925004569 -9471.1646224278429 14883.630214451434
leaf_weight=2268458 1674459 16928 31772 68507 3317 556 48 209 42 196 1473 150 64 187 21 120 117 28 32 926 51 34 39 74 63 408 457 171 4060 837
leaf_count=2268458 1674459 16928 31772 68507 3317 556 48 209 42 196 1473 150 64 187 21 120 117 28 32 926 51 34 39 74 63 408 457 171 4060 837
internal_value=0 -36.2551 -765.819 -1138.06 -1857.76 1515.37 4895.3 10409.1 11565.9 29148.4 5224.2 -12077 -46907.2 10181.7 2066.62 21504.7 51251.1 -12663.5 22994.9 -2322.82 26029.1 -3147.38 -49787 68623.2 11407.8 -3192.95 25413.9 -6072.42 -7206.81 20874.9
internal_weight=0 2.39934e+06 130887 113959 82187 13680 7931 4614 4527 1200 3327 741 214 2586 527 318 170 148 149 1113 1158 5749 87 125 962 471 491 4787 4616 1033
internal_count=4073804 2399345 130887 113959 82187 13680 7931 4614 4527 1200 3327 741 214 2586 527 318 170 148 149 1113 1158 5749 87 125 962 471 491 4787 4616 1033
is_linear=0
shrinkage=0.1


Tree=2735
num_leaves=31
num_cat=0
split_feature=2 6 6 3 1 4 6 3 6 5 4 2 3 3 6 6 1 6 5 3 2 4 6 3 3 3 0 3 1 6
split_gain=7.58183e+11 1.05214e+12 8.51484e+11 1.39829e+12 7.80161e+11 3.17141e+12 9.45011e+12 6.66388e+12 7.11664e+12 6.48642e+12 1.02536e+13 6.06641e+12 6.21458e+12 7.04576e+12 5.89526e+12 5.0347e+12 9.15253e+12 6.96497e+12 1.19139e+13 1.02185e+13 9.29954e+12 1.93897e+13 1.79473e+13 1.13172e+13 1.00841e+13 9.63288e+12 9.19267e+12 8.5922e+12 9.92374e+12 1.58893e+13
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 113.48479755000001 9.5000000000000018 142.05000000000004 1.5000000000000002 78.010000000000005 3.5000000000000004 11.500000000000002 7912.5000000000009 8.5000000000000018 3.5000000000000004 38.205000000000005 41.505000000000003 118.02765200000002 66.50500000000001 2.5000000000000004 4.5000000000000009 7912.5000000000009 20.500000000000004 74.615000000000009 14.500000000000002 10.500000000000002 13.500000000000002 61.78914120000001 11.500000000000002 118.02765200000002 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 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 14 7 8 -7 15 11 -11 13 -13 -6 16 -9 18 19 -17 21 22 -19 25 -23 26 27 28 -22 -30
right_child=1 -3 -4 -5 5 6 -8 9 -10 10 -12 12 -14 -15 -16 17 -18 20 -20 -21 23 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.2974176030584625 10914.781182065219 8813.5876051682699 -31624.762444196429 -21204.951127485794 -2152.5617102262609 21769.681205733941 57103.95980902778 22965.546414111563 -26603.217380099828 -70888.536000279026 31661.687109375001 -49452.749707031253 -47578.684866648713 6665.3674499511726 1898.489912857641 -20016.697943658481 -1661.1651004348671 14851.800246093751 -35900.029276097077 -1412.846848426819 4871.5189040813957 -66054.87548828125 105357.88349358976 -48502.438416772959 17788.956842041018 53806.82762784091 25746.536112607762 -36073.753079342532 -10792.506278370493 -103381.16366210938
leaf_weight=4047598 23 26 21 33 4549 196 27 209 36 28 34 30 58 88 17080 382 543 50 141 1300 707 26 39 49 32 33 116 77 253 20
leaf_count=4047598 23 26 21 33 4549 196 27 209 36 28 34 30 58 88 17080 382 543 50 141 1300 707 26 39 49 32 33 116 77 253 20
internal_value=0 -8579.52 -14452.5 -8012.92 0.216925 545.16 -1878.39 -2236.5 14263.5 -3144.68 -19180.6 -27654.3 -20776.1 -7601.95 1046.47 -2185.03 5183.23 -3903.15 -7978.6 -5637.98 1396.1 25193 54511.8 -1391.27 -19796.2 522.87 -976.167 -3908.84 -1381.6 -17575.6
internal_weight=0 103 77 56 4.0737e+06 26103 4474 4447 232 4215 238 204 176 118 21629 3977 752 3225 1823 1682 1402 147 89 1255 58 1206 1173 1057 980 273
internal_count=4073804 103 77 56 4073701 26103 4474 4447 232 4215 238 204 176 118 21629 3977 752 3225 1823 1682 1402 147 89 1255 58 1206 1173 1057 980 273
is_linear=0
shrinkage=0.1


Tree=2736
num_leaves=31
num_cat=0
split_feature=1 6 6 6 4 1 5 0 2 4 3 3 6 1 6 0 6 0 1 4 6 4 4 4 6 0 5 4 1 6
split_gain=7.85109e+11 4.59779e+12 1.82368e+13 1.53567e+13 1.0856e+13 3.51919e+13 3.27508e+13 1.63485e+13 2.52648e+13 2.426e+13 1.78434e+13 2.99938e+13 2.08227e+13 4.63064e+13 3.57745e+13 1.7352e+13 3.73787e+13 3.06412e+13 2.10072e+13 4.50512e+13 3.82891e+13 3.60557e+13 1.68165e+13 2.58412e+13 1.45007e+13 1.3018e+13 1.63431e+13 1.27523e+13 1.66688e+13 1.3384e+13
threshold=92.90968070000001 64.805000000000021 62.375000000000007 68.00500000000001 5.5000000000000009 92.948588300000011 3.5000000000000004 52.02416370000001 7912.5000000000009 21.500000000000004 7.5000000000000009 9.5000000000000018 78.605000000000004 107.59716050000002 91.02500000000002 56.105603650000006 78.010000000000005 56.041614100000011 103.8879505 12.500000000000002 92.02500000000002 11.500000000000002 21.500000000000004 16.500000000000004 80.720000000000013 58.603553700000006 2.5000000000000004 10.500000000000002 92.948588300000011 96.050000000000011
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 -3 5 -5 7 8 9 -6 12 -12 -10 14 -14 17 25 18 19 20 -9 -20 23 27 -25 26 -17 28 -19 -29
right_child=1 3 -4 4 6 -7 -8 15 10 -11 11 -13 13 -15 -16 16 -18 22 21 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=6.6415442595612264 -236.82661164307888 -6644.492472063037 7961.581561931549 -46209.482336557041 47940.022104529184 -2042.9483069660307 -7618.4568926562606 -16351.615341625384 -3105.5402574764789 -37083.438727213543 39490.993444242937 -30217.558790676652 -71176.009329927896 -19535.560352123746 -228551.26937500003 -46546.798482190148 -19093.920556285771 35762.408189451693 20619.848729325968 17321.312811975669 -102657.29238112878 -3242.956393784857 -38941.831406250007 42736.798142453459 122157.50546006946 28963.402100602492 8640.3086190286413 10970.204734002977 -24187.20328584559 -82925.872744140623
leaf_weight=3982649 68003 4676 2826 186 132 6001 2570 452 186 45 126 121 52 174 20 59 688 512 1641 447 58 1031 35 47 45 295 593 63 51 20
leaf_count=3982649 68003 4676 2826 186 132 6001 2570 452 186 45 126 121 52 174 20 59 688 512 1641 447 58 1031 35 47 45 295 593 63 51 20
internal_value=0 -290.175 90.281 -1615.93 -113.47 -3370.73 2016.16 5608.35 -7324.91 26323.9 -16096.4 5342.27 -28354.2 -47444.6 -114891 7442.18 -1354.72 10709.5 6858.99 -5854.15 -26166.8 11412.3 28786.8 31998.8 81583.9 11532.9 3646.38 24937.2 30331.8 -11655.4
internal_weight=0 91155 70829 20326 15650 6187 9463 6893 856 177 679 247 432 246 72 6037 1635 4402 3629 957 510 2672 773 738 92 947 652 646 563 83
internal_count=4073804 91155 70829 20326 15650 6187 9463 6893 856 177 679 247 432 246 72 6037 1635 4402 3629 957 510 2672 773 738 92 947 652 646 563 83
is_linear=0
shrinkage=0.1


Tree=2737
num_leaves=31
num_cat=0
split_feature=3 1 6 6 3 6 6 6 4 6 4 1 6 3 6 1 3 4 0 6 6 6 6 0 6 6 1 0 0 4
split_gain=7.55841e+11 3.36898e+12 2.96883e+12 1.9689e+12 8.96354e+11 3.95711e+12 5.24851e+12 5.1319e+12 1.25809e+13 5.56319e+12 5.15235e+12 4.27027e+12 1.40639e+13 1.02913e+13 7.472e+12 6.42099e+12 5.96722e+12 8.10103e+12 5.78803e+12 5.23497e+12 5.08285e+12 4.46128e+12 4.28543e+12 4.05617e+12 6.81818e+12 9.5356e+12 5.38345e+12 5.23308e+12 6.15334e+12 4.58667e+12
threshold=36.500000000000007 37.755233900000007 78.605000000000004 57.410000000000004 31.500000000000004 52.015000000000008 50.795000000000009 58.045000000000009 36.500000000000007 58.605000000000011 32.500000000000007 37.517483500000004 74.615000000000009 32.500000000000007 64.805000000000021 37.442254400000003 32.500000000000007 36.500000000000007 55.568628050000008 103.03500000000001 79.015000000000015 94.02500000000002 92.02500000000002 55.753967500000009 35.57500000000001 45.005000000000003 37.517483500000004 55.721784200000009 55.667390500000003 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=4 3 -3 -2 -1 6 23 8 10 -9 -7 12 13 -11 -15 -14 21 18 -18 20 -19 22 -13 24 -6 26 -26 28 -28 -25
right_child=1 2 -4 -5 5 7 -8 9 -10 11 -12 16 15 14 -16 -17 17 19 -20 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.70939723473938465 -49780.313383152177 29673.441881061422 -15977.737597656251 -6879.3247656249996 -13011.996521606445 28188.727994791669 49298.656758626305 46524.951953125004 -74734.744165826618 -3211.8399305555558 -14904.45457228984 6023.3250727849954 -66738.935275135867 24642.767046875 98121.465246975815 9742.1184523809534 8193.6445983886715 12941.979193239797 -39671.730819498698 39158.201035748112 -36953.482375837055 -31545.2841796875 51009.250288722833 -4255.0956061912848 81135.989996603268 -21328.443197544646 41527.74772892442 57607.787276785719 -11665.254934969817 32062.34636911246
leaf_weight=4072128 23 29 28 20 60 36 30 27 31 36 121 267 23 25 31 21 32 49 120 33 35 29 23 321 23 35 43 42 44 39
leaf_count=4072128 23 29 28 20 60 36 30 27 31 36 121 267 23 25 31 21 32 49 120 33 35 29 23 321 23 35 43 42 44 39
internal_value=0 -8693.81 7248.3 -29826.4 0.213413 2384.61 8468.39 -1742.52 -16518.2 1956.32 -5023.22 294.226 16263.2 38502.3 65318.5 -30236.6 -3399.28 -14369.5 -29594.8 5410.31 -7847.8 5851.5 9591.17 6450.42 16319.3 25730.4 36566.3 28619.8 14625.5 -320.706
internal_weight=0 100 57 43 4.0737e+06 1576 637 939 188 751 157 724 136 92 56 44 588 269 152 117 84 319 290 607 247 187 152 129 87 360
internal_count=4073804 100 57 43 4073704 1576 637 939 188 751 157 724 136 92 56 44 588 269 152 117 84 319 290 607 247 187 152 129 87 360
is_linear=0
shrinkage=0.1


Tree=2738
num_leaves=31
num_cat=0
split_feature=6 1 0 3 4 5 3 5 5 0 0 0 1 1 0 1 0 1 3 0 3 2 0 4 2 5 4 0 0 4
split_gain=7.55255e+11 1.94703e+12 8.33093e+12 7.1651e+12 6.53386e+12 2.06175e+13 1.03564e+13 4.142e+13 2.45646e+13 2.04566e+13 1.42837e+13 9.4022e+12 4.036e+12 1.65731e+13 1.24692e+13 2.03098e+13 3.39164e+12 2.49743e+12 6.40879e+12 3.29353e+12 1.6262e+13 3.33765e+13 1.45558e+13 6.85057e+12 2.72519e+12 1.33315e+13 1.1764e+13 1.47873e+13 1.47454e+13 1.41274e+13
threshold=247.90000000000001 82.963919600000011 52.02416370000001 8.5000000000000018 7.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 54.86311005000001 54.86311005000001 56.262014700000009 82.648284550000014 82.906746050000024 55.034466500000008 82.93515810000001 53.341100000000004 65.559704250000024 2.5000000000000004 59.950512650000007 5.5000000000000009 3338.0000000000005 59.905532300000012 24.500000000000004 3129.5000000000005 2.5000000000000004 3.5000000000000004 47.267650700000011 55.183288250000011 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 -3 4 6 -6 8 -8 9 16 -10 -11 17 -14 15 -15 -4 19 -19 22 21 -21 23 24 -2 -26 27 -27 -29 -28
right_child=1 2 3 -5 5 -7 7 -9 10 11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-1.2059148309652288 5372.0640870953102 -50265.897434303981 -40217.517057291669 65891.685530598959 18419.790771484375 -103197.6125 -11307.500570068361 154865.07513020834 7851.4050854492198 127781.99840198865 -103647.89953703704 35329.567072088066 -74873.365533088247 -97681.359103260867 70940.606178977279 -1142.4505120481929 15540.925209960938 -8603.9316556490394 64730.940731534094 142801.79845377605 -34405.936057692306 1070.5909557201246 -71872.070138888885 -50046.750906250003 11262.584414111698 81603.100691105778 -50089.365002340521 -65745.702125901444 32521.995703125001 -7444.5045381466916
leaf_weight=4070611 1347 22 24 24 46 20 40 24 20 22 27 22 34 23 22 415 20 26 22 24 39 54 27 25 397 26 121 26 37 217
leaf_count=4070611 1347 22 24 24 46 20 40 24 20 22 27 22 34 23 22 415 20 26 22 24 39 54 27 25 397 26 121 26 37 217
internal_value=0 1537.37 9054.53 13570.3 8831.73 -18434 17874.6 51007.2 2167.31 33341.5 -56201.4 81555.8 726.18 -7501.6 -2521.95 -6211.85 -14872.8 2428.24 25007.9 1965.07 18318.2 44680.2 1104.38 2001.63 2600.99 -1928.91 -14193.6 18152.9 -8032.93 -22710.9
internal_weight=0 3193 311 289 265 66 199 64 135 88 47 44 2882 494 460 438 44 2388 48 2340 117 78 2223 2196 2171 824 427 89 63 338
internal_count=4073804 3193 311 289 265 66 199 64 135 88 47 44 2882 494 460 438 44 2388 48 2340 117 78 2223 2196 2171 824 427 89 63 338
is_linear=0
shrinkage=0.1


Tree=2739
num_leaves=31
num_cat=0
split_feature=4 3 3 0 3 3 0 6 0 3 0 7 1 6 6 1 1 4 1 4 6 6 1 1 6 6 4 6 4 1
split_gain=7.31761e+11 5.52214e+12 9.95733e+12 9.62502e+12 8.65185e+12 5.98601e+12 1.62245e+13 1.61084e+13 5.49894e+12 2.2244e+13 2.17544e+13 2.71837e+13 2.90978e+13 3.01411e+13 4.61674e+13 3.79108e+13 3.67118e+13 5.81055e+13 3.84625e+13 3.24746e+13 2.67415e+13 2.51687e+13 2.39024e+13 2.68293e+13 2.33944e+13 3.47025e+13 2.31777e+13 3.7863e+13 2.74476e+13 6.60872e+13
threshold=9.5000000000000018 15.500000000000002 14.500000000000002 55.418618900000006 12.500000000000002 9.5000000000000018 51.307150200000002 74.015000000000015 47.207933300000008 1.5000000000000002 47.267650700000011 6.0000000000000009 39.652459050000012 92.02500000000002 93.050000000000011 39.803839700000005 39.763755750000009 11.500000000000002 39.777866350000004 20.500000000000004 87.395000000000024 102.04000000000001 39.718675700000013 39.712886600000012 89.00500000000001 90.045000000000016 20.500000000000004 114.05000000000001 24.500000000000004 39.689978950000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 -2 11 12 -10 20 19 16 -16 -18 21 -15 -14 -19 23 -22 -24 -26 27 -13 29 -28
right_child=8 -3 3 -5 -6 6 7 -9 10 -11 -12 26 13 14 15 -17 17 18 -20 -21 22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-45.82544418782355 4107.706234427179 21962.888947711079 14671.549062500002 -71033.821792763163 27998.803520063924 34265.72555147059 -11126.17177628227 -104389.71290322581 12.048481494426305 -536.36584112085859 49.708070569678668 -7055.7136787086311 5787.4242959029862 134384.85193917411 14353.052456721094 -49643.434099264705 179859.00557477679 153738.76693750001 -56163.121897977944 -11434.011235119047 -15205.105714101241 24545.704995888158 -56788.439218750005 -90127.805913765827 56540.811515925481 -37978.766658266126 33982.326413177143 85042.963498263896 -3525.4833255582921 1559.8931823554688
leaf_weight=1892099 10708 114 20 38 110 34 46 31 11270 280088 1847047 5555 16257 56 1470 85 35 25 34 21 121 38 50 79 104 62 787 45 4250 3125
leaf_count=1892099 10708 114 20 38 110 34 46 31 11270 280088 1847047 5555 16257 56 1470 85 35 25 34 21 121 38 50 79 104 62 787 45 4250 3125
internal_value=0 -45.5016 -46.8274 -41480.2 -45.5574 -47.1877 -23268.9 -48673.8 39.4769 -365.357 101.748 2312.97 4015.03 6461.94 18892.5 15436.3 18889.3 69407 29553.2 94616.1 5146.79 75812.8 -19888.9 -44799.6 3176.57 21238.3 -1361.15 -6315.64 2038.16 8082.5
internal_weight=0 1.89249e+06 1.89238e+06 58 1.89232e+06 1.89221e+06 111 77 2.18131e+06 290796 1.89052e+06 43469 29707 18437 1764 1687 1602 132 97 77 16673 63 416 200 216 166 13762 5600 8162 3912
internal_count=4073804 1892492 1892378 58 1892320 1892210 111 77 2181312 290796 1890516 43469 29707 18437 1764 1687 1602 132 97 77 16673 63 416 200 216 166 13762 5600 8162 3912
is_linear=0
shrinkage=0.1


Tree=2740
num_leaves=31
num_cat=0
split_feature=4 6 5 1 0 6 1 1 0 6 0 4 0 6 0 3 1 2 3 0 7 1 6 1 4 6 6 4 0 4
split_gain=7.90827e+11 5.45948e+12 1.9425e+13 3.00378e+13 2.23893e+13 2.66203e+13 3.15119e+13 3.91564e+13 5.64091e+13 2.67961e+13 2.59575e+13 2.66844e+13 4.75498e+13 2.33961e+13 2.02415e+13 3.94165e+13 2.01677e+13 4.54005e+13 3.77023e+13 2.97138e+13 2.70863e+13 2.10622e+13 1.9764e+13 2.30284e+13 1.94371e+13 2.69477e+13 4.61811e+13 2.95965e+13 3.25521e+13 4.44316e+13
threshold=19.500000000000004 64.015000000000015 2.5000000000000004 60.636764050000004 56.791379400000004 68.515000000000015 82.961694200000011 83.00362155000002 55.071632200000003 74.615000000000009 55.055052800000006 24.500000000000004 55.111813300000001 67.445000000000007 55.02095400000001 24.500000000000004 60.549354600000008 3999.0000000000005 6.5000000000000009 56.782540950000005 6.0000000000000009 60.516422150000004 80.030000000000015 39.366401150000009 32.500000000000007 75.010000000000005 75.605000000000004 25.500000000000004 56.83050475000001 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 16 5 -5 9 8 -8 -7 14 12 -12 -6 -11 -16 17 -3 -18 -20 21 -19 23 -22 25 -21 -27 28 29 -28
right_child=1 2 -4 4 13 6 7 -9 -10 10 11 -13 -14 -15 15 -17 18 20 19 24 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=15.996739242538752 94.278170575103388 -1095.1580549051002 267.72120729750253 -12475.789455828155 6009.1801166183386 4057.3591317856844 67949.508624217138 -1894.5112828782767 -43423.742231096548 -1662.2986520911909 162942.77533967391 -24552.711016983638 12587.364591868332 -23853.017512421382 -39295.012628370714 68337.636067708343 -15109.924467924675 -23327.767287858915 -40266.870645559218 12005.321277298914 91144.952840169281 -67989.491471730493 -84315.745013612701 -8715.3275847339792 -5689.8483848252872 147680.8629222973 -63271.453239329268 3269.5442831377095 100608.14237664474 54282.633564584205
leaf_weight=3599339 337917 39103 85424 2832 326 1861 242 363 56 290 23 177 246 1344 620 36 565 271 95 991 24 173 33 611 311 37 41 209 95 149
leaf_count=3599339 337917 39103 85424 2832 326 1861 242 363 56 290 23 177 246 1344 620 36 565 271 95 991 24 173 33 611 311 37 41 209 95 149
internal_value=0 -121.353 -654.978 -2196.73 -7657.12 -5090.84 252.584 20157.9 47020.3 -3792.11 -14286.3 5601.67 25443 -18023.6 -23662.6 -33388.3 -1120.71 -1661.77 7607.12 14264.3 -21586.3 -40729.7 -8862.28 -4941.08 17090.6 21745.4 39923.3 31852.4 52813.2 28915.7
internal_weight=0 474465 136548 51124 8416 6746 3914 661 298 3253 1392 446 269 1670 946 656 42708 40215 2493 1928 1112 444 668 635 1833 1522 531 494 285 190
internal_count=4073804 474465 136548 51124 8416 6746 3914 661 298 3253 1392 446 269 1670 946 656 42708 40215 2493 1928 1112 444 668 635 1833 1522 531 494 285 190
is_linear=0
shrinkage=0.1


Tree=2741
num_leaves=31
num_cat=0
split_feature=6 1 0 3 3 4 3 6 4 6 4 5 7 4 1 4 6 4 5 6 1 5 0 3 1 1 0 4 6 3
split_gain=7.78079e+11 4.7538e+12 1.99488e+13 2.9101e+13 2.07517e+13 1.97359e+13 1.81406e+13 2.15725e+13 1.42548e+13 1.35893e+13 2.37932e+13 3.74477e+13 3.17977e+13 2.90188e+13 2.83447e+13 2.75569e+13 5.93824e+13 2.68647e+13 2.56543e+13 2.31479e+13 3.45386e+13 2.16511e+13 2.1393e+13 2.75553e+13 2.13721e+13 2.03202e+13 1.8418e+13 2.00626e+13 1.83199e+13 1.68669e+13
threshold=118.04500000000002 30.242318500000007 60.042359000000012 3.5000000000000004 15.500000000000002 24.500000000000004 1.5000000000000002 134.05000000000004 4.5000000000000009 149.05000000000004 4.5000000000000009 4.5000000000000009 6.0000000000000009 9.5000000000000018 30.226173900000003 8.5000000000000018 120.05000000000001 21.500000000000004 3.5000000000000004 130.05000000000004 20.507515800000004 1.5000000000000002 59.982409200000006 7.5000000000000009 20.507515800000004 30.084656550000002 59.950512650000007 7.5000000000000009 120.05000000000001 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 4 6 5 9 -4 -8 -5 10 11 12 19 15 17 25 -17 22 -18 24 -21 -11 23 28 -2 29 27 -27 -15 -12
right_child=1 -3 3 8 -6 -7 7 -9 -10 21 13 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.0708686501802376 -16516.83045479911 -582.2688747779315 -52316.485156250004 -29916.404241071428 -45039.541741071429 102000.79992897727 115795.31722301136 -19979.031375000002 -137338.88427083334 -102819.88029119319 -16276.073947039753 95337.84528356482 27644.675113224643 -153569.6446875 42498.682998853212 176076.08373766451 -53265.103013392858 63156.720032051293 69179.81689453125 -75365.922265625006 61721.901608455883 -1909.5484932595625 60862.269039351857 -5066.25402503655 -122607.7334348517 108929.95959012682 3009.1982047872343 12082.595677923387 -50131.47352859113 22718.45956599143
leaf_weight=4019687 28 51632 34 21 77 22 22 25 30 22 147 27 69 20 109 38 28 39 44 40 34 634 27 171 59 69 47 31 119 452
leaf_count=4019687 28 51632 34 21 77 22 22 25 30 22 147 27 69 20 109 38 28 39 44 40 34 634 27 171 59 69 47 31 119 452
internal_value=0 -376.653 3895.53 -33933 6017.66 7744.99 3324.21 43574.9 -93106.1 6825.01 11799.9 -16073.2 -29151.9 17141.7 -2401.27 28214.6 74939.8 -15417.5 21562.3 -53493.3 -12379.6 -5293.74 -24510.6 -31946.3 -88463.5 21324.8 54640.5 78907.3 -65014.7 13148.8
internal_weight=0 54117 2485 132 2353 2276 81 47 51 2254 1598 257 230 1341 485 856 110 376 72 161 74 656 337 310 87 746 147 100 139 599
internal_count=4073804 54117 2485 132 2353 2276 81 47 51 2254 1598 257 230 1341 485 856 110 376 72 161 74 656 337 310 87 746 147 100 139 599
is_linear=0
shrinkage=0.1


Tree=2742
num_leaves=31
num_cat=0
split_feature=6 3 4 1 1 0 0 5 4 0 5 1 1 0 3 0 0 1 1 1 0 4 5 0 1 0 3 3 2 2
split_gain=7.25286e+11 1.81772e+12 2.18268e+13 1.48004e+13 7.72772e+12 1.72858e+13 8.61894e+12 7.66401e+12 7.58553e+12 5.74658e+12 5.50872e+12 2.34498e+13 1.83954e+13 5.88616e+12 1.31066e+13 1.19107e+13 8.41271e+12 5.47337e+12 1.1943e+13 8.87e+12 2.10961e+13 6.55648e+12 1.51637e+13 1.01429e+13 5.36406e+12 5.76204e+12 5.18612e+12 5.16646e+12 5.09551e+12 1.39546e+13
threshold=247.90000000000001 2.5000000000000004 3.5000000000000004 48.411058050000008 30.345769800000003 59.856552950000008 57.15297970000001 7.5000000000000009 5.5000000000000009 45.055912800000009 5.5000000000000009 47.504912950000005 39.718675700000013 59.963561900000009 7.5000000000000009 61.78914120000001 59.91832440000001 82.965501500000016 92.791023150000015 82.648284550000014 55.055052800000006 9.5000000000000018 4.5000000000000009 54.916864950000011 65.534455000000023 57.719618750000002 4.5000000000000009 1.5000000000000002 2828.5000000000005 2875.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -2 28 10 24 -3 13 12 -12 16 15 -15 17 19 21 -4 -21 22 23 -19 25 -8 -20 -27 -6 -30
right_child=1 2 7 -5 6 -7 8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 26 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.1817474584735024 26176.487187500003 127641.49699218752 818.62209652020101 -5617.6906828703704 16543.5747519043 -99701.715755208337 62812.806250000001 -53740.351000000002 81214.400859375004 59710.105291193177 19048.486647727274 -34099.359915865389 135548.8669369905 -112933.05078125 31271.954947916671 -16594.607528409091 63434.691361860794 17048.273959960938 18459.745993041994 -83621.964068924761 39425.842329545456 86135.178626284396 -19086.33842147436 116554.29706101189 -24453.542607060186 38481.630787037044 -41894.455636160717 -23381.187103045431 -33179.156385014685 -178.21367056758027
leaf_weight=4070611 20 20 1305 27 125 24 29 25 20 33 33 39 23 21 27 33 22 20 24 38 22 23 39 21 27 27 35 27 149 915
leaf_count=4070611 20 20 1305 27 125 24 29 25 20 33 33 39 23 21 27 33 22 20 24 38 22 23 39 21 27 27 35 27 149 915
internal_value=0 1506.55 3565.7 54644.8 -1258.11 -42484.4 117.144 1230.65 24564 85344.6 2027.33 25435.3 66896.9 663.068 -25615.7 -54059.6 2037.23 1152.66 18531.3 -909.864 -38504.4 39081 25553 68014.8 14264 26858.8 -17343.6 7550.22 -2555.77 -4799.59
internal_weight=0 3193 1830 80 1363 44 1319 1750 130 53 1725 95 56 1630 81 54 1549 1527 162 1365 60 103 80 41 110 83 59 54 1189 1064
internal_count=4073804 3193 1830 80 1363 44 1319 1750 130 53 1725 95 56 1630 81 54 1549 1527 162 1365 60 103 80 41 110 83 59 54 1189 1064
is_linear=0
shrinkage=0.1


Tree=2743
num_leaves=31
num_cat=0
split_feature=0 0 7 4 1 1 6 1 1 1 2 0 1 0 6 6 1 4 3 5 0 6 6 6 1 1 0 0 1 6
split_gain=7.22205e+11 7.49848e+12 2.6519e+13 5.44294e+13 6.1346e+13 6.20251e+13 6.47465e+13 6.45713e+13 3.05602e+14 9.40888e+13 5.76632e+13 4.84e+13 4.56602e+13 3.7948e+13 5.48773e+13 4.94071e+13 3.98175e+13 5.35454e+13 3.57569e+13 3.54171e+13 3.50642e+13 3.49591e+13 3.45589e+13 3.48142e+13 2.92336e+13 5.88478e+13 3.98299e+13 3.23423e+13 3.02493e+13 5.13881e+13
threshold=56.115175650000005 55.876067900000002 6.0000000000000009 21.500000000000004 37.234509300000006 37.488790500000007 60.005000000000003 37.631035900000008 37.618684050000006 37.543519500000009 75.000000000000014 55.897267000000006 86.169282750000022 55.972700350000004 83.820000000000007 82.00500000000001 37.425454150000007 17.500000000000004 3.5000000000000004 1.5000000000000002 55.93962770000001 43.010000000000012 54.410000000000004 42.605000000000011 37.873748150000004 37.843405600000004 55.883833400000007 55.922096200000006 37.649344350000007 60.305000000000007
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 -1 -3 4 11 10 7 8 9 22 -6 -4 24 14 16 -15 -12 -18 -11 -20 -13 -10 23 -7 25 26 -8 -27 29 -28
right_child=-2 2 3 -5 5 6 12 -9 21 18 13 20 -14 15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=16.919124689943331 69.901921515798136 45.241567391880182 84063.542713490097 2077.8925927461087 -165973.64804687502 36066.170660462885 -30919.692514128932 -2472.6906239519963 157785.42880434784 -179714.47098214287 314.79280477670522 -44745.425382812507 -2468.2712316313441 -32985.624190487571 82802.406766633067 -175764.71837500003 -66015.732250371249 31187.567039695947 -99613.847265625009 58351.267258522734 17608.133950485215 318388.36856060609 85961.875375600968 -18464.003390174279 -26437.211195759231 -24107.46699522539 -97178.00570126489 65953.121799568966 -13858.879675070619 16995.960947463373
leaf_weight=2790408 1084541 149458 101 16415 28 293 1075 19207 23 28 624 100 3755 793 62 25 242 74 40 22 919 33 78 195 1986 55 42 145 2395 642
leaf_count=2790408 1084541 149458 101 16415 28 293 1075 19207 23 28 624 100 3755 793 62 25 242 74 40 22 919 33 78 195 1986 55 42 145 2395 642
internal_value=0 -25.3613 -618.656 -2627.38 -4969.17 -5777.76 -4682.95 -1376.47 28195.2 9053.51 -23558.8 18033.7 -11207.1 -21367.8 -8321.11 -37349.3 -14331.4 -43252.9 -85920.3 -43561.7 11489 252426 24155.4 14276.4 -16382.9 -11796.8 -14347.8 41186.5 -8561.9 9985.28
internal_weight=0 2.98926e+06 198855 49397 32982 31862 30014 19919 712 656 1848 1120 10095 1820 1002 818 940 316 90 62 1019 56 566 488 6340 4354 4154 200 3079 684
internal_count=4073804 2989263 198855 49397 32982 31862 30014 19919 712 656 1848 1120 10095 1820 1002 818 940 316 90 62 1019 56 566 488 6340 4354 4154 200 3079 684
is_linear=0
shrinkage=0.1


Tree=2744
num_leaves=31
num_cat=0
split_feature=6 3 1 1 2 7 3 4 6 2 1 6 5 0 1 0 4 1 0 3 0 6 4 4 4 6 3 4 0 5
split_gain=7.82755e+11 8.41773e+12 2.3001e+13 1.61545e+13 2.37748e+13 2.31875e+13 3.33415e+13 2.83903e+13 2.66642e+13 6.01793e+13 3.06731e+13 4.28846e+13 4.73925e+13 2.57402e+13 2.91262e+13 3.36377e+13 2.50576e+13 2.46444e+13 5.23412e+13 4.99255e+13 3.01677e+13 3.49806e+13 2.97235e+13 2.87287e+13 2.18438e+13 2.46419e+13 4.02557e+13 6.72009e+13 5.46192e+13 3.88451e+13
threshold=62.375000000000007 13.500000000000002 30.157841000000001 43.862029600000007 2882.5000000000005 6.0000000000000009 14.500000000000002 24.500000000000004 125.02000000000002 2632.5000000000005 39.231261550000006 156.15000000000003 4.5000000000000009 45.055912800000009 37.897576350000001 47.234875100000004 25.500000000000004 37.843405600000004 55.676890650000011 16.500000000000004 55.768246800000007 103.03500000000001 25.500000000000004 24.500000000000004 21.500000000000004 93.050000000000011 16.500000000000004 18.500000000000004 56.309668500000008 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 24 6 8 -7 -4 -10 11 12 -11 -8 17 -16 -9 -15 -19 -20 21 -21 23 -22 25 -5 27 -27 -29 -28
right_child=1 2 3 4 -6 7 13 16 9 10 -12 -13 -14 14 15 -17 -18 18 19 20 22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-26.306080756345633 171.94309022826778 15183.79066501419 -7692.6703414995591 9364.9166018871128 3.4046065065266897 2532.4348572175909 3691.7521757708296 -7156.3867989865721 58616.932843750008 -35935.502029483876 -123886.19653157552 59507.341371783092 -193379.58818359376 -1720.6647811144985 -2114.0829456894489 -13620.73581656305 1388.1920422944847 -30375.429261053494 51553.882856477867 17635.117747145432 8263.0062278326313 130016.02598286291 91379.535400390625 -50579.333203125003 414.21229014549982 35008.721144732313 37371.15025197724 75856.788427734384 283408.34620535717 -67326.368749612477
leaf_weight=2995108 958546 903 8737 1523 36723 21285 6841 7574 50 94 60 34 24 16239 5535 4696 6276 229 375 260 163 31 25 169 1835 272 81 32 21 63
leaf_count=2995108 958546 903 8737 1523 36723 21285 6841 7574 50 94 60 34 24 16239 5535 4696 6276 229 375 260 163 31 25 169 1835 272 81 32 21 63
internal_value=0 73.0415 -715.987 -836.388 785.074 -1671.87 -3213.45 239.439 -8635.29 -40069.2 -63344.2 -39446 -67958 -1801.79 -3157.44 -7395.6 -3284.49 -678.41 12840.1 22514 5708.45 29607 -13771.8 -21689.9 8285.79 15537 35579.7 55081.1 158094 -8434.01
internal_weight=0 1.0787e+06 120150 119247 40550 78697 43562 35135 8999 262 212 152 118 34563 27722 10231 13850 17491 1252 1023 648 291 357 332 3827 1992 469 325 53 144
internal_count=4073804 1078696 120150 119247 40550 78697 43562 35135 8999 262 212 152 118 34563 27722 10231 13850 17491 1252 1023 648 291 357 332 3827 1992 469 325 53 144
is_linear=0
shrinkage=0.1


Tree=2745
num_leaves=31
num_cat=0
split_feature=3 7 4 0 0 2 0 0 1 1 1 6 6 6 1 0 0 0 1 6 4 0 0 6 1 5 0 6 4 1
split_gain=7.93849e+11 8.47985e+12 3.86578e+13 3.10352e+13 6.37624e+13 3.93255e+13 4.67356e+13 3.82371e+13 1.03166e+14 2.63038e+14 3.74321e+13 3.73705e+13 3.16246e+13 6.24735e+13 3.90029e+13 2.9993e+13 4.95961e+13 3.61768e+13 5.84035e+13 3.72021e+13 3.78685e+13 3.07439e+13 2.7947e+13 3.16958e+13 2.63677e+13 2.49743e+13 2.37067e+13 2.22156e+13 2.21738e+13 2.00313e+13
threshold=7.5000000000000009 6.0000000000000009 12.500000000000002 55.60524465000001 55.737027400000009 75.000000000000014 55.676890650000011 55.753967500000009 37.618684050000006 37.503969450000007 37.401708450000008 42.005000000000003 54.410000000000004 87.395000000000024 37.631035900000008 55.145978450000008 55.034466500000008 55.080855950000007 82.973036600000015 96.050000000000011 9.5000000000000018 55.071632200000003 55.102137100000007 57.410000000000004 82.911604200000014 2.5000000000000004 55.685785750000008 59.245000000000012 11.500000000000002 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -6 -8 -11 -12 14 -14 16 -3 18 19 20 21 -18 23 -19 28 -26 -7 -17 -22 -9
right_child=1 2 -4 4 7 26 10 29 -10 11 12 -13 13 -15 -16 27 17 22 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-29.451860056104831 -157.2041759033325 1134.9742000916447 -88.440390411259898 20918.483938843226 6009.8409354236646 -32680.342765925481 -22680.9301584643 13088.281171496492 1751.5192539222012 -176647.111875 50783.322652004077 -334487.65458333335 271135.49583333335 -36124.712500000001 117806.14912140279 -1437.8619038418728 66618.549844958063 6087.134394531251 -23342.246471266779 -66781.861509486611 -19044.195088487992 169904.57576219513 13927.565930933983 -60261.939790039069 46139.570361768019 133770.27862389607 13534.057552809869 -14980.042710112712 38251.757481689456 3372.6961535992468
leaf_weight=2818986 721862 84405 413749 811 107 143 43 2344 551 30 184 30 21 22 79 3426 97 180 149 28 94 41 1116 120 111 46 496 1874 240 22419
leaf_count=2818986 721862 84405 413749 811 107 143 43 2344 551 30 184 30 21 22 79 3426 97 180 149 28 94 41 1116 120 111 46 496 1874 240 22419
internal_value=0 66.1645 368.706 1955.39 4917.33 23112.4 34085.8 3632.73 -19116.9 -87970 64683.8 -255567 76960.5 116441 150005 1076.41 1523.2 16270.4 33182.9 46002.1 51022.7 97305 6643.65 -20452.5 38014.6 71814.8 3191.87 -6226.17 22126.5 4292.35
internal_weight=0 1.25482e+06 532956 119207 27280 1799 1160 25481 718 167 349 60 306 122 100 91927 86627 2222 806 657 629 138 1416 300 491 157 639 5300 334 24763
internal_count=4073804 1254818 532956 119207 27280 1799 1160 25481 718 167 349 60 306 122 100 91927 86627 2222 806 657 629 138 1416 300 491 157 639 5300 334 24763
is_linear=0
shrinkage=0.1


Tree=2746
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 6 0 1 6 6 6 1 7 1 6 3 7 6 0 6 5 1 6 6 3 6 0 1 6 5
split_gain=8.90825e+11 8.65541e+12 1.85009e+13 1.72851e+13 1.35195e+13 1.8449e+13 1.2102e+13 1.96192e+13 1.41192e+13 1.16521e+13 1.08574e+13 1.66129e+13 1.0551e+13 1.12374e+13 1.71073e+13 1.11987e+13 9.87754e+12 1.49595e+13 1.56297e+13 1.36792e+13 2.13738e+13 1.62531e+13 2.04685e+13 2.26244e+13 1.30999e+13 1.25511e+13 2.28566e+13 1.15652e+13 1.07232e+13 1.49854e+13
threshold=30.242318500000007 24.500000000000004 23.500000000000004 59.864072000000007 59.856552950000008 94.02500000000002 59.864072000000007 30.084656550000002 30.985000000000003 101.02000000000002 92.02500000000002 30.205407000000005 6.0000000000000009 30.205407000000005 69.015000000000015 12.500000000000002 6.0000000000000009 76.605000000000004 60.002985000000002 87.395000000000024 3.5000000000000004 30.205407000000005 78.010000000000005 74.615000000000009 20.500000000000004 71.030000000000015 60.028671700000011 30.226173900000003 52.330000000000005 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 12 -6 7 -4 -8 16 11 -9 13 -3 -15 -14 17 24 -19 20 21 -18 23 28 25 27 -27 -10 -23 -30
right_child=-2 3 6 -5 5 -7 8 10 9 -11 -12 -13 15 14 -16 -17 19 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-214.33791823297443 8.0366675160541927 35106.229850708005 -13740.606881728196 6260.6102543472362 -14686.628059617471 -95438.449544270843 9347.6358281674602 -1484.9241233301527 -5504.6525060317099 -51409.630567781693 85426.405792025864 57286.420627955384 -49166.771907552087 -38036.57338942308 51282.667297363281 5279.0593864889706 15720.32692826434 -9083.6871646656709 55407.889713541663 -78305.698277698873 89465.9208984375 -12875.409472423053 -97710.520211693554 70358.112343750006 -34006.63345396753 26719.947410300927 -93614.286215049346 24946.953098707934 -43263.603162648622 -1265.5293362657565
leaf_weight=107569 3956930 150 213 4429 497 30 368 131 476 71 29 76 60 65 32 102 164 68 84 33 20 1343 31 30 153 27 38 169 297 119
leaf_count=107569 3956930 150 213 4429 497 30 368 131 476 71 29 76 60 65 32 102 164 68 84 33 20 1343 31 30 153 27 38 169 297 119
internal_value=0 -272.092 -460.854 3651.24 -8695.88 -19283.5 -7191.19 8262.49 -9178.79 -11361.9 28121.2 20093 4946.36 17953.9 -8570.43 -14886.1 -10430.2 -2370.96 26556.4 -14446 -13394.4 -14431.3 -17148.3 -15752.3 -7465.93 -1746.6 -43629.3 2474.14 -17220.9 -31249.7
internal_weight=0 116874 111509 5365 936 527 3940 449 3491 3123 236 207 409 247 97 162 3052 1015 152 2037 2004 1984 1820 1789 863 710 65 645 1759 416
internal_count=4073804 116874 111509 5365 936 527 3940 449 3491 3123 236 207 409 247 97 162 3052 1015 152 2037 2004 1984 1820 1789 863 710 65 645 1759 416
is_linear=0
shrinkage=0.1


Tree=2747
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 4 4 4 6 5 4 0 0 6 6 6 7 3 5 6 6 1 1 4 1 0 2 6 7
split_gain=8.5515e+11 1.30694e+13 1.6019e+13 1.57912e+13 1.54523e+13 1.51892e+13 4.33222e+13 1.36536e+14 6.06961e+13 5.88228e+13 1.229e+14 4.5975e+13 4.50657e+13 1.20191e+14 5.23105e+13 3.95007e+13 3.64651e+13 3.47602e+13 3.19745e+13 3.08145e+13 7.04029e+13 3.08801e+13 3.19324e+13 2.77382e+13 2.75013e+13 2.64453e+13 6.89465e+13 6.25981e+13 6.22095e+13 5.59567e+13
threshold=50.298521650000005 49.111590500000005 4244.5000000000009 52.960348700000004 58.603553700000006 47.386825600000002 19.500000000000004 18.500000000000004 22.500000000000004 69.015000000000015 2.5000000000000004 20.500000000000004 55.806294650000005 55.81943720000001 55.805000000000007 77.565000000000012 56.505000000000003 6.0000000000000009 1.5000000000000002 1.5000000000000002 43.905000000000008 77.565000000000012 49.030112300000006 49.095306150000006 23.500000000000004 49.030112300000006 55.759969450000007 3999.0000000000005 120.05000000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 25 11 12 -11 -8 -10 14 -14 24 -13 -18 -9 20 -20 22 -21 -22 -12 27 -27 28 29 -7
right_child=-2 2 -4 4 -6 6 8 18 9 10 15 16 13 -15 -16 -17 17 -19 19 21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=37.678974817569845 -57.186427051405204 -25253.96211887828 -14538.390829002876 1167.0587089636335 -12216.748278541389 -7208.3268177927093 9391.2018526182528 52911.466500651048 -16441.370655075207 176744.36793258102 -85848.556668526784 27679.07003925565 64972.848588780005 1060.0743417926865 261954.37642728366 38998.298179408484 139672.2327644231 53479.634663875382 -16059.354829126474 4247.6104681956194 -5545.4003179505817 6827.3177447999078 -35165.264148313792 92267.695226365002 31549.634387600807 -47767.511280889099 2479.0436763152657 181.06353954685918 -95030.282952724374 8254.3155985512385
leaf_weight=2226218 1592627 228 663 139978 868 22285 743 60 1388 54 56 395 28 408 26 168 65 167 1372 229 43 237 2009 89 31 276 25865 54535 78 2615
leaf_count=2226218 1592627 228 663 139978 868 22285 743 60 1388 54 56 395 28 408 26 168 65 167 1372 229 43 237 2009 89 31 276 25865 54535 78 2615
internal_value=0 36.707 969.13 1042.01 1084.58 -19.7846 -1149.66 -1500.51 9756.04 -690.889 39697.2 26219.5 -7436.79 19615.9 159816 10675.4 46161.1 77628.4 -19544.8 -20637.4 -9348.45 -27497.5 -31132.4 60404.3 -44017 -810.702 1948.53 -1717.84 -5863.76 -5584.44
internal_weight=0 2.48118e+06 141737 141074 140846 2.33944e+06 113222 109693 3529 2159 309 1370 1850 462 54 255 627 232 4039 3979 1504 2475 2238 132 87 105654 26141 79513 24978 24900
internal_count=4073804 2481177 141737 141074 140846 2339440 113222 109693 3529 2159 309 1370 1850 462 54 255 627 232 4039 3979 1504 2475 2238 132 87 105654 26141 79513 24978 24900
is_linear=0
shrinkage=0.1


Tree=2748
num_leaves=31
num_cat=0
split_feature=3 4 6 1 0 1 1 0 0 6 0 6 4 6 5 4 1 6 3 6 4 4 4 1 6 0 6 6 0 3
split_gain=7.91407e+11 7.52283e+12 1.13511e+13 6.78958e+12 6.26036e+12 5.71843e+12 3.77052e+13 4.97477e+13 4.82155e+13 6.41343e+13 7.22793e+13 5.21327e+13 5.20985e+13 4.6929e+13 3.59352e+13 3.33167e+13 3.06211e+13 2.82996e+13 2.6462e+13 2.8611e+13 2.23985e+13 3.08154e+13 2.1544e+13 2.36839e+13 2.21068e+13 2.34141e+13 2.18711e+13 2.15189e+13 5.28139e+13 6.5407e+13
threshold=12.500000000000002 8.5000000000000018 47.805000000000007 37.586700500000006 55.922096200000006 60.636764050000004 60.571186450000006 56.782540950000005 56.83050475000001 104.01000000000001 56.838524800000009 95.045000000000016 25.500000000000004 138.05000000000004 2.5000000000000004 26.500000000000004 60.620042600000012 80.030000000000015 20.500000000000004 142.05000000000004 17.500000000000004 24.500000000000004 13.500000000000002 82.901648750000021 128.05000000000004 55.055052800000006 189.00000000000003 110.01500000000001 56.818587550000011 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 6 -3 -8 11 10 14 -9 13 20 17 -16 27 -10 19 -18 -11 -22 24 26 25 -7 -24 28 -13 -30
right_child=1 5 3 4 -6 22 7 8 9 12 -12 16 -14 -15 15 -17 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-15.698786100159735 79817.854600694453 120.90855229497936 -41798.700142045454 29264.060584566891 -18076.65846706081 -37326.363084434401 -18637.354460234295 22241.554165878042 -20991.404789629785 55786.490190972225 4663.4641390906554 9628.9528021473707 -58393.24220982143 19721.946620639537 -106294.12217328668 -24236.841573373069 -69192.935483779918 94832.109144176138 -2075.3555115767604 34388.472454833987 211384.10110176282 75268.711530172426 -2805.9871272104156 789.58996430260618 -113323.65690104169 2572.0592677578607 64056.628344228317 -11514.649299172794 -4882.0218005952383 230428.42465277782
leaf_weight=3615175 27 364565 22 114 37 268 727 3257 513 36 3713 183 35 86 101 97 160 22 239 32 39 29 30691 53002 24 326 49 187 21 27
leaf_count=3615175 27 364565 22 114 37 268 727 3257 513 36 3713 183 35 86 101 97 160 22 239 32 39 29 30691 53002 24 326 49 187 21 27
internal_value=0 123.747 19513.9 10102.3 17664 115.287 283.011 6501.13 8583.35 1634.32 -1001.69 16488.6 53721.8 74374.6 -29698.5 -66094.3 -5581.32 -16228.6 -24284.1 -51929.4 119568 153335 -628.434 -491.151 -19231 -15429.2 -2699.41 13703.1 34117.5 127480
internal_weight=0 458629 200 173 151 458429 374069 9504 8777 4671 4446 4106 225 190 733 198 849 535 431 192 104 68 84360 83742 618 594 30740 418 231 48
internal_count=4073804 458629 200 173 151 458429 374069 9504 8777 4671 4446 4106 225 190 733 198 849 535 431 192 104 68 84360 83742 618 594 30740 418 231 48
is_linear=0
shrinkage=0.1


Tree=2749
num_leaves=31
num_cat=0
split_feature=4 0 1 2 0 0 7 6 6 3 1 6 3 0 0 6 6 6 1 1 0 1 5 3 1 0 4 1 1 5
split_gain=8.77996e+11 2.45513e+13 4.66847e+13 4.9091e+13 4.32288e+13 2.79595e+13 2.47652e+13 3.00799e+13 2.01722e+13 1.91602e+13 1.39954e+13 1.31962e+13 1.2971e+13 1.18417e+13 1.12945e+13 1.09987e+13 1.22485e+13 8.01488e+12 7.175e+12 2.87055e+13 2.55502e+13 3.67688e+13 2.13006e+13 1.95103e+13 1.76209e+13 1.83626e+13 3.24153e+13 7.09674e+13 1.05721e+14 6.40297e+13
threshold=32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 55.633951400000008 55.660117850000006 6.0000000000000009 55.405000000000008 53.995000000000012 17.500000000000004 60.636764050000004 92.02500000000002 21.500000000000004 55.554045200000012 55.554045200000012 89.00500000000001 114.05000000000001 69.015000000000015 37.858952300000006 37.843405600000004 55.676890650000011 37.425454150000007 3.5000000000000004 26.500000000000004 37.780517050000007 55.806294650000005 33.500000000000007 37.682335600000009 37.563506350000004 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 6 12 -6 7 -4 -5 -2 18 14 -3 15 -8 -11 -17 -9 19 20 21 23 24 -7 25 26 27 28 -22 -29
right_child=1 4 3 8 5 10 11 17 -10 13 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.057600771037281 11982.568401783132 -38574.634502963359 -68120.019888392868 -46369.996335320728 54293.230451193827 -15447.192325492528 96334.356063729749 18234.325251116072 14068.97187064898 -3014.6496563512037 81681.633437500001 9895.8809832317074 -113155.41350160258 -89161.476015624998 56167.791922503144 -42049.661960685487 39331.209505208331 99959.895098586319 1875.42676132772 -24929.270005258091 -12340.391161930518 28102.257837855257 60572.549723933291 -124423.59083984376 28541.474913388207 -374.18004436794428 2731.4352409978146 2611.8097398474138 -84728.597482299811 -43627.972898763022
leaf_weight=4056209 540 58 35 76 89 92 108 28 202 468 20 41 39 20 199 155 21 21 3615 579 546 535 52 20 168 5820 1587 1781 320 360
leaf_count=4056209 540 58 35 76 89 92 108 28 202 468 20 41 39 20 199 155 21 21 3615 579 546 535 52 20 168 5820 1587 1781 320 360
internal_value=0 -704.874 9987.11 30324.7 -2009.92 -1595.69 51418.4 2684.74 -2453.91 -2006.01 -1916.7 63181.7 -68560.7 -13382.3 70298 -11028.9 -32339.4 53259.6 -2024.74 -3213.54 -2098.98 17194.9 -3272.86 -34907.3 -3586.6 -4104.9 -8831.23 -14933.6 -39088.9 -5163.21
internal_weight=0 17595 1914 710 15681 15584 432 84 278 1204 15495 348 97 664 307 644 176 49 15475 11860 11281 647 10634 112 10582 10414 4594 3007 866 2141
internal_count=4073804 17595 1914 710 15681 15584 432 84 278 1204 15495 348 97 664 307 644 176 49 15475 11860 11281 647 10634 112 10582 10414 4594 3007 866 2141
is_linear=0
shrinkage=0.1


Tree=2750
num_leaves=31
num_cat=0
split_feature=1 0 6 6 5 0 0 6 0 6 4 0 0 3 0 5 4 6 6 4 3 1 3 5 4 4 3 5 4 4
split_gain=7.54545e+11 5.09281e+12 4.61684e+12 3.71544e+13 6.07092e+13 4.04285e+13 2.08098e+13 2.50072e+13 1.47798e+13 1.50867e+13 1.59725e+13 1.47801e+13 2.1974e+13 1.53406e+13 1.14565e+13 1.1286e+13 9.93119e+12 9.48934e+12 1.15597e+13 1.8046e+13 2.7486e+13 1.71951e+13 3.33737e+13 3.03106e+13 3.95725e+13 3.17238e+13 2.36452e+13 1.66594e+13 1.48121e+13 1.13433e+13
threshold=30.226173900000003 54.604289300000012 130.05000000000004 134.05000000000004 3.5000000000000004 59.898927250000007 60.042359000000012 149.05000000000004 59.848366150000011 168.45000000000002 21.500000000000004 59.990753350000013 59.856552950000008 6.5000000000000009 54.707511300000007 3.5000000000000004 16.500000000000004 138.05000000000004 149.05000000000004 3.5000000000000004 2.5000000000000004 20.507515800000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 18.500000000000004 1.5000000000000002 3.5000000000000004 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 -1 -3 4 5 -4 8 -8 14 10 11 12 13 -10 -5 -13 -14 -16 19 -19 -21 26 28 25 -25 27 -20 -24 -23 -28
right_child=-2 2 3 6 -6 -7 7 -9 9 -11 -12 15 16 -15 17 -17 -18 18 21 20 -22 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=-29154.190285204866 6.9005251346564371 -326.1105743377056 122678.54380326705 24675.29982230968 196774.30060096155 -46858.781410256415 -128977.72451923077 -8472.3529641544119 81715.987044270849 77594.791406250006 67764.400347222225 2814.1727963654894 -24423.809682992789 -24775.933870967743 -66665.395372596147 80147.019873046884 -111014.2556929977 92040.788461538468 -98056.519940476195 -104678.73883928572 16666.436306036088 -28207.33502604167 -83881.356763599542 -71119.157852564109 94265.84375 2135.7874999999999 45925.189425616205 -191325.03316532259 77192.307031250006 -2539.9204470198674
leaf_weight=61 3971697 100794 22 133 26 39 26 51 24 45 45 46 26 31 26 32 27 26 21 21 168 24 27 39 23 21 71 31 30 151
leaf_count=61 3971697 100794 22 133 26 39 26 51 24 45 45 46 26 31 26 32 27 26 21 21 168 24 27 39 23 21 71 31 30 151
internal_value=0 -268.413 -251.145 5784.02 68822.6 14285.8 1076.42 -49162.5 4631.93 24623.4 14304.2 1370.34 -22585.9 21693.3 -2163.18 34540.5 -68535.9 -7420.2 -5061.28 13929.2 3183.64 -14383.1 -36501.3 -62103.2 -9766.66 -103177 3366.15 -141308 30348 12960.2
internal_weight=0 102107 102046 1252 87 61 1165 77 1088 276 231 186 108 55 812 78 53 679 653 215 189 438 195 141 62 79 243 58 54 222
internal_count=4073804 102107 102046 1252 87 61 1165 77 1088 276 231 186 108 55 812 78 53 679 653 215 189 438 195 141 62 79 243 58 54 222
is_linear=0
shrinkage=0.1


Tree=2751
num_leaves=31
num_cat=0
split_feature=6 7 5 1 0 0 0 0 6 6 2 4 6 6 0 5 0 1 0 0 6 0 3 6 6 1 3 1 1 6
split_gain=7.64331e+11 5.07423e+12 1.25935e+13 2.15894e+13 2.58667e+13 2.5641e+13 3.87439e+13 3.12254e+13 3.0895e+13 2.49585e+13 3.01445e+13 2.0923e+13 5.35298e+13 2.50106e+13 3.13138e+13 2.02825e+13 4.32076e+13 3.82161e+13 2.14185e+13 2.67455e+13 3.21331e+13 5.43928e+13 3.67337e+13 4.71242e+13 3.36215e+13 5.21977e+13 5.18411e+13 4.95121e+13 3.1982e+13 2.70377e+13
threshold=87.395000000000024 6.0000000000000009 1.5000000000000002 43.862029600000007 60.034792100000011 55.633951400000008 55.462387050000011 55.721784200000009 90.045000000000016 96.050000000000011 3930.5000000000005 4.5000000000000009 122.65000000000002 168.45000000000002 59.825842200000004 2.5000000000000004 45.067157700000003 37.234509300000006 45.029425500000009 43.6005307 105.00500000000001 45.015054600000006 9.5000000000000018 108.05000000000001 95.045000000000016 38.958307950000012 9.5000000000000018 38.066230450000006 39.723160900000003 99.050000000000011
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 8 -7 -2 10 -5 12 -9 -13 -15 16 17 -4 19 28 24 -22 23 -23 -21 27 -27 -26 -19 -29
right_child=1 -3 15 9 -6 7 -8 11 -10 -11 -12 13 -14 14 -16 -17 -18 18 -20 20 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=10.859105444246904 106629.25643028846 -961.86895803724644 107643.00868055556 -86934.230187500012 -87398.020833333343 149443.69025390627 -141317.90941406251 18864.01492919922 -7160.2374134563579 2567.1805597174662 16593.774218750001 24966.760213764872 186762.50300925926 8532.5337364783663 -107672.6267874053 311.67345479493184 -7382.6632209697455 63434.64136571344 16636.198554845203 -4008.8751981379482 -5519.418189444521 -80424.184672619056 170597.66515151516 111200.8229876894 -28067.577389771912 -45887.212926632339 -161058.25300000003 -3717.44921875 5965.2843287304477 147418.97133368131
leaf_weight=3832905 26 60893 36 75 24 20 20 64 290 511 45 723 27 78 33 164647 9491 106 1014 890 227 21 33 33 174 179 50 20 1120 29
leaf_count=3832905 26 60893 36 75 24 20 20 64 290 511 45 723 27 78 33 164647 9491 106 1014 890 227 21 33 33 174 179 50 20 1120 29
internal_value=0 -172.777 94.1589 8115.98 15459 17386.1 -6340.67 25822.3 2202.19 -7070.55 -48111.2 23149.4 68680 18181.4 -26014.9 6.94469 -3730.87 5083.77 4136.1 -261.921 -8550.75 20246.9 87476.3 36680 -15288.8 -37499.3 -71033.7 -3062.59 10934.1 85730.6
internal_weight=0 240899 180006 1936 1305 1281 336 945 316 631 120 925 91 834 111 178070 13423 3932 3896 2882 1656 314 87 54 1342 452 229 223 1226 49
internal_count=4073804 240899 180006 1936 1305 1281 336 945 316 631 120 925 91 834 111 178070 13423 3932 3896 2882 1656 314 87 54 1342 452 229 223 1226 49
is_linear=0
shrinkage=0.1


Tree=2752
num_leaves=31
num_cat=0
split_feature=6 1 6 0 0 1 6 3 1 0 0 0 5 3 6 5 1 1 1 3 0 5 3 1 0 6 4 1 3 6
split_gain=7.9567e+11 4.87123e+12 2.34355e+13 2.06977e+13 2.14774e+13 1.53472e+13 3.56842e+13 1.64951e+13 1.71751e+13 2.35682e+13 1.95268e+13 1.58882e+13 1.9126e+13 1.54975e+13 1.41048e+13 3.70404e+13 1.39966e+13 1.36383e+13 1.3526e+13 1.279e+13 1.25436e+13 1.19145e+13 1.14444e+13 1.13578e+13 5.85963e+13 2.8993e+13 2.36072e+13 2.09967e+13 1.91684e+13 1.51828e+13
threshold=118.04500000000002 91.443676550000006 122.65000000000002 56.020150250000007 52.960348700000004 82.948524700000021 128.05000000000004 3.5000000000000004 82.961694200000011 55.02095400000001 54.932051950000009 54.810424650000009 3.5000000000000004 7.5000000000000009 130.05000000000004 3.5000000000000004 83.086354900000018 83.086354900000018 83.050033500000012 6.5000000000000009 54.916864950000011 3.5000000000000004 7.5000000000000009 83.025426800000005 54.916864950000011 134.05000000000004 16.500000000000004 83.007653300000015 1.5000000000000002 168.45000000000002
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 5 3 4 -3 -2 7 11 9 -9 16 12 -7 -12 15 -8 20 -13 -15 -17 -10 -19 -5 24 -16 -26 -25 28 -27 -29
right_child=1 2 -4 22 -6 6 14 8 10 -11 13 17 -14 18 23 19 -18 21 -20 -21 -22 -23 -24 26 25 27 -28 29 -30 -31
leaf_value=5.1278684961374266 -113.8917130910279 24734.883141637732 141.55126014974945 -32958.897430889425 103672.18381510417 -53442.998494226791 102842.60878472222 106642.46237980771 99673.424320652179 -33990.080965909088 4818.8979166666668 -42099.194605298311 25094.21054002193 -35162.91846590909 -179505.69968750002 17317.515371621623 -14263.056003116224 -151065.08535879629 -102309.46591974433 -80392.31011904763 -8611.1000781250004 -65091.764801635749 48297.254927884613 2027.9480670631101 -73462.300982862915 53514.108940972226 98473.584968449533 4512.3210582386364 -3359.9898428937954 -100390.96596283784
leaf_weight=4019687 49452 81 1322 52 60 68 45 26 23 22 42 106 57 66 20 37 178 27 55 21 20 40 26 1063 62 63 26 22 998 37
leaf_count=4019687 49452 81 1322 52 60 68 45 26 23 22 42 106 57 66 20 37 178 27 55 21 20 40 26 1063 62 63 26 22 998 37
internal_value=0 -380.886 5160.84 35459.9 58325.2 -543.314 -7340.95 -26695.5 -14210.7 42185.9 -21260.3 -44794.3 -17630 -47517.7 -1439.18 34761.4 -1893.92 -64421.6 -65684.1 -18060.2 49308.5 -99737.7 -5873.51 -3066.71 -9768.6 -6896.56 4330.6 -3211.67 17.0773 -61274.5
internal_weight=0 54117 1541 219 141 52576 3124 730 432 48 384 298 125 163 2394 103 221 173 121 58 43 67 78 2291 1202 1182 1089 1120 1061 59
internal_count=4073804 54117 1541 219 141 52576 3124 730 432 48 384 298 125 163 2394 103 221 173 121 58 43 67 78 2291 1202 1182 1089 1120 1061 59
is_linear=0
shrinkage=0.1


Tree=2753
num_leaves=31
num_cat=0
split_feature=2 6 6 0 0 0 1 1 4 0 0 3 5 4 1 2 2 1 0 0 1 4 1 6 0 0 7 1 6 6
split_gain=7.38401e+11 6.45879e+12 2.0159e+13 1.61662e+13 2.28319e+13 2.27921e+13 1.95786e+13 2.63941e+13 4.78132e+13 5.12198e+13 2.35987e+13 2.32138e+13 1.75216e+13 2.06485e+13 4.1599e+13 1.86349e+13 1.58816e+13 1.5602e+13 6.38152e+13 4.92824e+13 5.63122e+13 3.71981e+13 3.93262e+13 4.53196e+13 4.86836e+13 7.41735e+13 3.63792e+13 3.78104e+13 2.88855e+13 2.78745e+13
threshold=451.00000000000006 58.305000000000007 58.045000000000009 55.806294650000005 55.649510000000014 55.866549750000011 37.631035900000008 37.517483500000004 14.500000000000002 55.702806750000008 55.749683450000006 7.5000000000000009 1.5000000000000002 16.500000000000004 37.780517050000007 75.000000000000014 75.000000000000014 38.247071200000008 55.850146250000009 55.866549750000011 38.430814800000007 22.500000000000004 38.430814800000007 108.05000000000001 55.768246800000007 55.390026600000006 6.0000000000000009 38.430814800000007 92.02500000000002 81.02500000000002
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 16 -5 7 -6 9 -9 -10 -12 -8 15 -15 -14 -4 -3 21 20 -20 22 23 24 25 -19 27 -21 -29 -27
right_child=-2 17 3 5 6 -7 12 8 10 -11 11 -13 13 14 -16 -17 -18 18 19 26 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-71.819184661569864 -19.011928758604231 325.35702485588035 10562.063036283529 22399.107071301027 -23847.959423942477 -10693.847403998741 -89356.24819711539 -130925.60453125002 -193065.736328125 68668.122547743056 -157660.02713994565 -24127.635052083337 -35640.248889327377 124442.09949879367 -5392.8614670138886 9757.6746811012181 -19288.667707152468 -18352.515451229319 186239.82452566965 40674.180248595127 40469.106178656686 134408.46540178571 -1453.7514270004626 -51645.721847656256 -6535.6036851277531 33215.231713429479 109673.83352678572 -2287.060623491489 -107965.92787905094 78139.957404904257
leaf_weight=447569 3396489 213963 473 347 427 520 26 20 30 36 23 30 219 34 90 154 286 272 28 228 495 21 9622 100 586 875 35 615 27 164
leaf_count=447569 3396489 213963 473 347 427 520 26 20 30 36 23 30 219 34 90 154 286 272 28 228 495 21 9622 100 586 875 35 615 27 164
internal_value=0 95.3379 -123.932 -8714.79 -14000.2 2550.97 -23279.7 -36168.8 -74017.6 -2615.35 -122193 -82075.7 -9331.02 -5144.59 30207 -16896.9 -686.038 530.229 3884.61 23835.9 48273.3 1436.99 1196.66 13966.9 17425.7 28136.1 9713.45 5692.06 -6731.5 40306.3
internal_weight=0 677315 450284 2715 1848 867 1089 566 139 56 83 53 523 497 124 373 759 227031 13068 1428 523 11640 11619 1997 1897 1311 905 870 642 1039
internal_count=4073804 677315 450284 2715 1848 867 1089 566 139 56 83 53 523 497 124 373 759 227031 13068 1428 523 11640 11619 1997 1897 1311 905 870 642 1039
is_linear=0
shrinkage=0.1


Tree=2754
num_leaves=31
num_cat=0
split_feature=6 2 2 2 6 1 0 0 6 1 1 0 6 6 0 0 4 3 4 4 4 5 6 6 0 6 3 6 1 3
split_gain=7.389e+11 4.74972e+12 9.2313e+12 1.3926e+13 2.07766e+13 1.86838e+13 3.73233e+13 1.4856e+13 1.46574e+13 1.5032e+13 1.18233e+13 1.12204e+13 1.99918e+13 2.4989e+13 1.8958e+13 1.8268e+13 2.74986e+13 1.77007e+13 2.31213e+13 5.01108e+13 1.75658e+13 1.62772e+13 1.44976e+13 1.41414e+13 1.38038e+13 1.36021e+13 1.54369e+13 1.65666e+13 2.43335e+13 1.34393e+13
threshold=34.010000000000012 2632.5000000000005 2970.5000000000005 2911.0000000000005 32.410000000000004 49.030112300000006 55.858844800000007 55.82518790000001 25.305000000000003 49.230435000000007 50.136929700000003 43.687280500000007 28.005000000000006 28.980000000000004 45.053967500000006 43.6005307 5.5000000000000009 4.5000000000000009 18.500000000000004 14.500000000000002 10.500000000000002 3.5000000000000004 15.450000000000001 19.050000000000004 45.040161900000008 21.020000000000003 5.5000000000000009 25.305000000000003 39.873894000000007 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 11 5 6 7 -5 9 -7 -4 12 17 15 21 -14 -17 -3 19 20 23 22 24 -19 -13 -25 27 -27 -29 -22
right_child=-2 2 10 4 -6 8 -8 -9 -10 -11 -12 14 13 -15 -16 16 -18 18 -20 -21 29 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-476.34816935551629 -16.844830007895268 -5696.8279614010526 -1181.2789343948643 19755.03489316404 7778.2732782538287 -9701.0194557339546 25251.140518060638 -7854.6140221608721 1574.7093779150232 8024.3996484283607 295.81070824268306 7483.0453583667586 14219.882884752427 6160.9680872057888 859.67182995499934 169418.83537500002 37530.7035996548 -10890.791036752555 -83754.640885416666 110266.33339092549 -46675.184423828126 62449.433774038465 -2581.2779770832612 97196.750799350091 57825.113072695982 2040.4987547582512 -2519.7846548897883 38415.558005196704 155480.87867149941 5941.8154577105979
leaf_weight=111164 3522711 2863 73197 250 6634 2346 931 884 16373 601 208699 709 74 6022 92294 25 43 104 24 52 84 39 27235 29 59 49 112 56 26 115
leaf_count=111164 3522711 2863 73197 250 6634 2346 931 884 16373 601 208699 709 74 6022 92294 25 43 104 24 52 84 39 27235 29 59 49 112 56 26 115
internal_value=0 107.676 255.251 867.053 2889.18 1372.5 10413.6 -1767.83 406.149 -6086.16 -87.7298 431.269 3707.05 7138.69 167.815 48602.6 86019 -2312.49 12571.3 16258.5 7756.87 -2109.28 -2199.19 20472.4 11350.5 32464.1 24738.9 48044 75533.8 -16268.4
internal_weight=0 551093 439929 158033 28019 21385 2065 1134 19320 2947 281896 130014 9678 6164 120336 142 68 3514 651 627 575 28042 28003 376 768 272 243 131 82 199
internal_count=4073804 551093 439929 158033 28019 21385 2065 1134 19320 2947 281896 130014 9678 6164 120336 142 68 3514 651 627 575 28042 28003 376 768 272 243 131 82 199
is_linear=0
shrinkage=0.1


Tree=2755
num_leaves=31
num_cat=0
split_feature=6 1 6 5 0 0 7 2 5 1 4 1 1 0 1 5 1 0 1 1 4 1 6 1 1 0 4 1 2 1
split_gain=8.18998e+11 3.72751e+12 4.26993e+12 7.3916e+12 6.2053e+12 5.93637e+12 4.95695e+12 7.64651e+12 1.46308e+13 9.98426e+12 1.22184e+13 9.42956e+12 8.7116e+12 9.90094e+12 1.76533e+13 1.58702e+13 1.14704e+13 1.37928e+13 9.08832e+12 1.22967e+13 9.73825e+12 9.22632e+12 9.00174e+12 8.79704e+12 8.98589e+12 8.7714e+12 8.51564e+12 1.18572e+13 1.30141e+13 8.277e+12
threshold=27.215000000000003 30.452677500000004 26.495000000000001 2.5000000000000004 55.183288250000011 55.193450100000007 6.0000000000000009 5209.5000000000009 4.5000000000000009 50.213874250000011 7.5000000000000009 82.825258850000026 49.030112300000006 45.082176650000008 38.011626600000007 2.5000000000000004 39.079932600000006 47.267650700000011 39.843340650000009 39.908802000000009 9.5000000000000018 38.657016300000002 15.450000000000001 40.024897700000004 39.689978950000004 57.60122925000001 3.5000000000000004 37.401708450000008 75.000000000000014 39.231261550000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 10 -10 -9 13 18 26 16 -16 23 21 20 -20 -3 25 24 -18 -17 27 -15 -29 -19
right_child=-2 2 3 -5 5 -7 -8 11 9 -11 -12 -13 -14 14 15 22 17 29 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3298.1245108895514 -6.5539851919597742 2999.620314827464 189.28928320339128 -55511.133371803982 20125.242767020365 4358.0736280749534 1695.4304572948561 4355.8994591772107 -29730.296933322483 11080.820768229169 -124323.14375 -765.14464004996842 -3066.5397857604485 213.91881684802831 8129.6159866874214 -15567.000857959276 1179.0523433150636 -7029.3564243966821 15833.681125255995 -44.313295286996677 73270.041814108466 -6697.8074803009777 -60183.319803779072 19808.646973302981 -9562.1569867816506 52588.756406250002 -3127.5394205680004 -105045.85494791668 -26323.649260602677 4566.0133473797168
leaf_weight=2775 3988583 1224 5272 22 253 4251 16369 6949 36 24 22 7451 12709 168 3641 338 1377 663 224 1681 34 4944 43 151 1793 20 3983 24 168 8612
leaf_count=2775 3988583 1224 5272 22 253 4251 16369 6949 36 24 22 7451 12709 168 3641 338 1377 663 224 1681 34 4944 43 151 1793 20 3983 24 168 8612
internal_value=0 306.745 428.079 2387.69 2517.98 5243.75 163.788 -281.697 -965.202 -43164.1 -65610.3 1706.11 -882.413 71.8654 1218.69 2700.68 3186.04 1757.05 -2896.14 3075.52 23402.8 -4773.42 -16952 -3773.05 -4896.34 -11759.4 -4458.79 -19187.6 -36163.9 3737.15
internal_weight=0 85221 82446 9798 9776 4504 72648 56279 41879 82 58 14400 41797 29088 20981 16638 16237 12596 8107 1939 258 6168 401 3321 3170 358 4343 360 192 9275
internal_count=4073804 85221 82446 9798 9776 4504 72648 56279 41879 82 58 14400 41797 29088 20981 16638 16237 12596 8107 1939 258 6168 401 3321 3170 358 4343 360 192 9275
is_linear=0
shrinkage=0.1


Tree=2756
num_leaves=31
num_cat=0
split_feature=0 0 6 4 7 1 6 6 4 4 7 0 1 6 6 6 6 1 1 6 6 3 6 5 0 1 6 0 0 0
split_gain=8.02831e+11 7.06497e+12 1.19212e+13 1.28961e+13 2.15063e+13 2.69547e+13 2.25514e+13 1.99583e+13 1.98086e+13 1.89124e+13 2.04821e+13 3.61474e+13 1.86481e+13 1.8262e+13 2.75084e+13 1.80289e+13 4.84004e+13 1.45489e+13 5.71957e+13 2.62347e+13 1.92013e+13 3.99762e+13 3.42362e+13 1.38498e+13 1.73267e+13 1.76526e+13 1.41405e+13 1.65194e+13 1.40998e+13 2.08536e+13
threshold=54.94110555000001 54.962581500000006 134.05000000000004 9.5000000000000018 6.0000000000000009 82.971668900000012 47.805000000000007 39.995000000000012 11.500000000000002 4.5000000000000009 6.0000000000000009 54.94428030000001 82.975438000000011 85.020000000000024 86.920000000000016 66.50500000000001 65.00500000000001 43.047633000000012 47.899251850000006 46.805000000000007 86.920000000000016 3.5000000000000004 72.50500000000001 2.5000000000000004 54.942865800000007 82.963919600000011 60.305000000000007 54.944948950000004 54.947152850000002 54.942865800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -2 12 -12 17 -7 -15 16 -13 20 19 -19 22 -22 -11 28 -25 -26 -27 -28 29 -8
right_child=1 -3 -4 4 -6 13 23 -9 -10 10 11 15 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=64.803102733963172 -3965.8852771231782 9.074706415620744 -62682.150806451617 -3621.3175590418791 -236.65735707609988 -7255.196654460703 -14925.144258560025 5585.8330391730206 19412.817601673753 2736.0103560100233 -33725.186107295391 9470.6326551032798 -820.32315178711633 -53606.333888888897 -12855.566918128919 48812.721892755682 -89926.133521412034 43631.222978251695 14002.192257293096 162714.92364864866 116951.5178013393 -6789.2908288043473 -69078.357812500006 23120.258000067348 -12184.964374031277 9317.7035723060562 -23408.674369077988 -231.14107916563708 -14386.743196253266 -2457.8823853111212
leaf_weight=1301151 2601 2612784 31 6810 117529 3432 1673 5636 395 645 332 528 1393 225 628 88 54 37 2573 37 42 69 74 290 1308 1413 343 2972 1937 6774
leaf_count=1301151 2601 2612784 31 6810 117529 3432 1673 5636 395 645 332 528 1393 225 628 88 54 37 2573 37 42 69 74 290 1308 1413 343 2972 1937 6774
internal_value=0 -30.4108 -675.734 -663.708 -876.225 -3097.76 -2022.98 1128.31 -2358.52 3132.79 6277.15 -6743.27 8956.09 -10509.8 -23604.6 6626.87 248.252 12872.8 16495.1 103173 1321 40031.6 -4655.18 -4444.64 -756.129 -1903.27 941.157 -2629.3 -6691.7 -4927.13
internal_weight=0 2.77265e+06 159869 159838 151365 33836 29551 12841 7205 8473 5872 1002 4870 4285 853 670 582 3477 2647 74 830 111 719 16710 6326 6036 4728 3315 10384 8447
internal_count=4073804 2772653 159869 159838 151365 33836 29551 12841 7205 8473 5872 1002 4870 4285 853 670 582 3477 2647 74 830 111 719 16710 6326 6036 4728 3315 10384 8447
is_linear=0
shrinkage=0.1


Tree=2757
num_leaves=31
num_cat=0
split_feature=5 1 2 0 2 6 6 6 0 0 2 5 2 4 3 3 0 0 1 0 6 0 5 1 1 6 0 0 3 6
split_gain=7.83671e+11 6.00063e+12 6.87463e+12 9.09713e+12 8.00307e+12 5.04747e+12 8.28693e+12 1.04494e+13 8.78263e+12 1.14989e+13 2.09833e+12 2.09119e+12 8.11677e+12 7.58778e+12 1.69076e+13 1.1148e+13 1.69509e+13 1.48876e+13 9.67283e+12 1.06692e+13 6.1464e+12 2.32721e+12 9.64226e+11 1.21277e+13 2.68319e+13 3.24658e+13 5.01978e+13 3.08176e+13 2.56743e+13 3.70006e+13
threshold=7.5000000000000009 39.749243900000003 3999.0000000000005 53.506098950000009 2911.0000000000005 46.805000000000007 142.05000000000004 69.605000000000004 47.285193200000002 59.91832440000001 5972.5000000000009 6.5000000000000009 6877.0000000000009 15.500000000000002 5.5000000000000009 1.5000000000000002 51.307150200000002 55.840017500000009 30.362494150000003 59.933037250000005 189.00000000000003 55.303261650000003 4.5000000000000009 44.628646350000004 43.80299105000001 116.05000000000001 56.309668500000008 56.342669500000007 4.5000000000000009 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 -2 7 -7 -8 -10 -4 22 13 14 15 -13 -17 21 19 -19 -16 -18 -1 24 -24 28 -27 -28 29 -26
right_child=1 2 10 4 -6 6 8 -9 9 -11 -12 12 -14 -15 20 16 17 18 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-2.5647079050896417 -23029.346126302087 -79869.172819010419 45251.644199218754 31221.919649832591 -45825.748632812501 14545.761188616072 64528.997247023814 115543.83412109377 -68258.418687855112 22158.510697115387 -555.87528808593754 40296.867546452704 -57638.295494791673 -47227.739895450373 24361.057892578126 -80052.495101351349 23224.346428571429 48593.349788411462 -71432.302457157261 -39608.80908203125 97746.4431594122 70887.725507812502 -394.37164717255712 3906.8714296815401 25600.554383680559 -58845.475734544838 62700.333896396391 -34643.566236413048 -9776.4482069858295 -104926.4276184632
leaf_weight=4059415 24 24 20 28 26 21 21 20 22 39 20 37 30 34 25 37 21 24 31 32 21 20 6683 6656 27 92 111 46 86 111
leaf_count=4059415 24 24 20 28 26 21 21 20 22 39 20 37 30 34 25 37 21 24 31 32 21 20 6683 6656 27 92 111 46 86 111
internal_value=0 5437.88 -11357.6 -28642.5 -5875.11 18920 27105.2 63813.1 8751.29 -10450.9 22347.9 -0.353754 -8186.94 -2926.16 3147.45 -9312.55 -20437.1 -3204.51 -26616.6 -1807.88 57863.1 46474.8 0.27332 834.384 -2023.43 -25040.3 -191.368 34179.2 -52662.5 -79388.5
internal_weight=0 265 118 78 54 147 123 41 82 61 40 4.07354e+06 312 282 248 202 165 128 87 56 46 41 4.07323e+06 13812 7156 473 249 157 224 138
internal_count=4073804 265 118 78 54 147 123 41 82 61 40 4073539 312 282 248 202 165 128 87 56 46 41 4073227 13812 7156 473 249 157 224 138
is_linear=0
shrinkage=0.1


Tree=2758
num_leaves=31
num_cat=0
split_feature=0 0 6 0 1 4 6 4 1 4 3 6 6 3 3 1 5 1 6 3 0 3 2 1 6 4 1 4 1 6
split_gain=7.75742e+11 2.67878e+13 4.18832e+13 2.32925e+13 4.64146e+13 6.34495e+13 7.308e+13 6.26553e+13 3.62465e+13 3.03944e+13 2.76823e+13 2.64841e+13 3.61114e+13 3.39409e+13 5.27387e+13 6.57054e+13 5.09907e+13 2.8576e+13 3.27168e+13 2.6487e+13 2.37113e+13 2.30637e+13 2.80788e+13 2.57652e+13 2.6483e+13 2.281e+13 2.26904e+13 3.34592e+13 3.5025e+13 3.47888e+13
threshold=55.390026600000006 55.348830750000012 122.65000000000002 55.539595350000006 37.318079750000003 12.500000000000002 49.010000000000012 16.500000000000004 86.169282750000022 14.500000000000002 2.5000000000000004 105.00500000000001 116.05000000000001 3.5000000000000004 6.5000000000000009 38.247071200000008 4.5000000000000009 37.755233900000007 110.01500000000001 12.500000000000002 55.462387050000011 11.500000000000002 75.000000000000014 37.543519500000009 63.855000000000011 7.5000000000000009 43.997056950000008 9.5000000000000018 54.62357655000001 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 21 4 5 -2 9 10 11 -7 -8 26 17 -14 15 16 -15 25 -19 -16 -10 22 -3 24 -23 -13 -6 29 -29 -28
right_child=3 2 -4 -5 8 6 7 -9 20 -11 -12 12 13 14 19 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=11.104343847022317 1919.9562412316845 -60156.694196428572 88968.824126144944 17.340025311128592 -1951.6703044346589 71475.283401864042 27013.876352163465 27999.17324529395 49118.944402707129 -6279.6497785541378 121392.50826663348 -164917.77588975697 -53651.351186419546 182861.93529459636 -60059.939713953718 -43292.299140481395 -7186.5200390625005 51084.358746189027 -102405.42418154763 51681.897009698281 4963.7650172315334 21422.129124289662 3325.5874476288709 3670.1233107572225 82564.171288174723 -63109.242642134981 -7503.9878224925114 95287.310156250009 4468.72826499845 -28587.408206931941
leaf_weight=2105847 4657 70 58 1889658 46994 57 39 279 215 426 153 27 94 48 79 34 20 41 21 29 280 199 14984 354 110 119 6766 44 1217 885
leaf_count=2105847 4657 70 58 1889658 46994 57 39 279 215 426 153 27 94 48 79 34 20 41 21 29 280 199 14984 354 110 119 6766 44 1217 885
internal_value=0 41.8586 4147.33 -45.4917 -1944.45 6732.95 30227.8 58255.6 -2799.95 2896.4 102222 -3036.33 -25676.4 -3708.83 18646.4 70212.8 126965 -57782.9 -904.116 -30055.2 24142.3 3834.31 3030.4 22087.9 43187.9 -81936.8 -2828.99 -7455.2 7637.66 -9942.73
internal_weight=0 2.12162e+06 15775 1.95218e+06 62524 5611 954 471 56913 483 192 56418 512 304 210 102 68 208 62 108 495 15717 15054 663 309 146 55906 8912 1261 7651
internal_count=4073804 2121622 15775 1952182 62524 5611 954 471 56913 483 192 56418 512 304 210 102 68 208 62 108 495 15717 15054 663 309 146 55906 8912 1261 7651
is_linear=0
shrinkage=0.1


Tree=2759
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 1 4 4 3 4 4 4 4 4 2 0 4 5 2 0 0 2 0 1 1 1 5 1 5 1
split_gain=7.75951e+11 1.03648e+13 7.94787e+12 1.18434e+13 3.21567e+13 1.15155e+13 7.06541e+12 6.39138e+12 8.61409e+12 5.80884e+12 5.64021e+12 6.64036e+12 8.99521e+12 9.18492e+12 8.04579e+12 1.00323e+13 7.85459e+12 7.00427e+12 1.39767e+13 1.24976e+13 3.17967e+13 1.33294e+13 1.01624e+13 7.48071e+12 8.23337e+12 7.23373e+12 7.03913e+12 1.43432e+13 6.92201e+12 8.41838e+12
threshold=15.450000000000001 61.400814300000008 49.230435000000007 49.030112300000006 1.5000000000000002 49.111590500000005 4.5000000000000009 13.500000000000002 5.5000000000000009 9.5000000000000018 1.5000000000000002 13.500000000000002 5.5000000000000009 4.5000000000000009 2865.5000000000005 57.634352600000007 2.5000000000000004 1.5000000000000002 75.000000000000014 55.81943720000001 55.910578700000009 75.000000000000014 55.520061350000013 37.978059650000013 37.488790500000007 37.740454950000007 3.5000000000000004 40.024897700000004 2.5000000000000004 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -3 -4 -9 -5 -1 12 13 14 15 16 -12 18 25 21 -21 -19 23 24 -23 -14 -25 -28 -15 -30
right_child=-2 6 7 4 5 -7 -8 8 -10 -11 11 -13 17 28 -16 -17 -18 19 -20 20 -22 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=-15551.328389510642 -2.1315023162596209 8674.4172364505012 8043.0042269328833 -32594.821626362049 -2522.6349609375002 90328.047501148903 -5551.4296107557493 81245.350983537952 16475.188691057479 16781.177524038463 -3975.0479678270294 -5139.3252999738315 -31051.041595982144 181.56324342317976 -1860.0386350532426 77867.731412447421 22283.606563128353 -66176.668768901218 27186.415559190427 130317.53402944712 10645.531924438477 1457.6906960227273 52580.348644765225 -2869.2075980866907 -85057.53373579547 35867.000474330358 101663.83945312501 -15345.714648437501 -51322.624862938595 -8279.2825108119414
leaf_weight=163 4064110 399 1229 285 22 34 2793 28 77 26 164 765 70 1406 365 26 373 31 473 26 152 22 36 363 22 21 20 22 57 224
leaf_count=163 4064110 399 1229 285 22 34 2793 28 77 26 164 765 70 1406 365 26 373 31 473 26 152 22 36 363 22 21 20 22 57 224
internal_value=0 893.61 3184.67 1408.36 -15906.2 53851 -3773.2 10066.2 33747.2 -28466.9 2731.92 3374.48 5056.13 1713.52 9704.23 17201.5 14264.2 12004.4 20281.6 5277.73 28125.7 -2603.94 1459.47 -2639.3 -41799.9 -15608.4 1615.18 40373.1 -2682.08 -17010.5
internal_weight=0 9694 6502 5168 367 56 3192 1334 105 311 4801 4638 3873 2615 928 563 537 1258 564 694 178 516 485 449 44 91 405 42 1687 281
internal_count=4073804 9694 6502 5168 367 56 3192 1334 105 311 4801 4638 3873 2615 928 563 537 1258 564 694 178 516 485 449 44 91 405 42 1687 281
is_linear=0
shrinkage=0.1


Tree=2760
num_leaves=31
num_cat=0
split_feature=2 4 1 1 1 1 0 1 7 0 0 1 5 4 4 7 0 6 6 0 6 0 1 1 6 4 6 0 0 6
split_gain=7.44848e+11 4.48726e+12 4.63165e+12 4.32147e+12 1.92838e+13 5.15169e+13 4.62694e+13 2.97165e+13 3.89786e+13 3.00125e+13 2.45836e+13 2.76539e+13 2.61384e+13 2.23741e+13 4.54413e+13 2.94213e+13 3.30088e+13 2.80967e+13 2.45087e+13 3.27735e+13 1.93791e+13 1.93404e+13 1.99867e+13 1.92285e+13 1.90849e+13 2.4666e+13 1.89717e+13 1.81873e+13 1.73119e+13 3.36824e+13
threshold=3338.0000000000005 34.500000000000007 60.590708550000009 56.805602900000004 56.128886000000001 54.62357655000001 58.603553700000006 55.90712030000001 6.0000000000000009 57.978821400000008 57.978821400000008 56.240615550000008 4.5000000000000009 8.5000000000000018 5.5000000000000009 6.0000000000000009 58.08467765000001 62.375000000000007 74.615000000000009 58.010305850000002 68.00500000000001 57.892117950000006 55.957851400000003 56.240615550000008 75.010000000000005 9.5000000000000018 91.02500000000002 61.78914120000001 58.010305850000002 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 3 -3 4 5 -2 10 9 21 -7 11 24 13 14 15 -12 18 -16 19 -17 -10 -9 -23 -14 -6 -26 27 -11 29 -15
right_child=1 2 -4 -5 6 7 -8 8 20 26 12 -13 23 28 17 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-35.595501889044549 359.20830543962541 -16183.106164268213 -2380.7457301459031 -25.918405868587271 5750.9590874856467 -50873.232488723035 -17035.306008474385 -23607.683039293792 -13615.5399316598 -8980.2977091401772 5816.3823225357473 -11497.919066159946 132554.85380859376 -971.21768330862255 12787.240784010941 -2211.3286315247256 -15743.282354600697 56608.751659234964 143076.17114955359 76159.979723837212 -44600.827205935115 -8037.8671348107137 6455.9920699147524 11895.225781250001 -67939.588334037166 -5965.6108705873849 -92592.357265625003 -46111.065863415948 -2897.0412095622901 11271.864335815822
leaf_weight=2406287 307335 324 974 1324091 3442 252 1111 323 1146 1462 6055 1974 28 4457 271 91 90 318 28 129 245 1408 2934 25 74 486 30 145 3737 4532
leaf_count=2406287 307335 324 974 1324091 3442 252 1111 323 1146 1462 6055 1974 28 4457 271 91 90 318 28 129 245 1408 2934 25 74 486 30 145 3737 4532
internal_value=0 51.3656 -5826.02 55.9441 372.765 153.682 2945.5 -7796.66 -4381 -18747 3808.02 -1812.07 5507.61 5319 9867.91 7419.18 36132.1 36446.4 54957.8 43742.8 -19073 -0.153872 1756 75639.9 2965.51 -14155 -13801.5 -12330.6 2823.29 5201.4
internal_weight=0 1.66752e+06 1298 1.66622e+06 342128 315280 26848 7945 6056 1889 25737 5976 19761 19708 6982 6393 338 589 248 220 1391 4665 4342 53 4002 560 1637 1607 12726 8989
internal_count=4073804 1667517 1298 1666219 342128 315280 26848 7945 6056 1889 25737 5976 19761 19708 6982 6393 338 589 248 220 1391 4665 4342 53 4002 560 1637 1607 12726 8989
is_linear=0
shrinkage=0.1


Tree=2761
num_leaves=31
num_cat=0
split_feature=6 5 3 4 4 0 3 1 0 3 6 4 4 4 0 0 2 6 6 1 6 1 1 3 4 2 6 0 0 3
split_gain=7.87494e+11 4.78142e+12 1.79968e+13 2.64162e+13 3.04269e+13 5.39726e+13 2.76632e+13 2.65791e+13 2.73443e+13 2.26172e+13 4.44614e+13 2.12773e+13 3.83097e+13 3.12275e+13 4.93405e+13 4.52166e+13 4.89122e+13 5.05811e+13 4.13203e+13 3.79404e+13 6.65538e+13 6.1642e+13 3.70503e+13 3.28484e+13 2.92846e+13 3.16978e+13 5.08282e+13 4.06805e+13 3.0912e+13 1.28358e+14
threshold=118.04500000000002 3.5000000000000004 12.500000000000002 14.500000000000002 16.500000000000004 55.93962770000001 17.500000000000004 60.636764050000004 59.848366150000011 13.500000000000002 122.65000000000002 15.500000000000002 16.500000000000004 12.500000000000002 50.596941950000009 55.055052800000006 6082.0000000000009 149.05000000000004 138.05000000000004 37.843405600000004 128.05000000000004 30.425503950000003 43.80299105000001 9.5000000000000018 14.500000000000002 3999.0000000000005 138.05000000000004 45.036141150000006 45.063245050000006 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 11 -4 5 9 -6 8 -7 10 -5 13 -13 -2 23 -16 18 -18 19 20 -17 -22 -21 24 25 26 27 -15 -26 -30
right_child=1 -3 3 4 6 7 -8 -9 -10 -11 -12 12 -14 14 15 16 17 -19 -20 22 21 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=5.1014603085963213 -2357.7193105084179 512.75888368370602 42969.092670168822 -49376.320665322586 17771.863960033817 -137814.03270596592 -1108.260510518701 -5647.8960032393297 -22671.272275390627 -12514.215012373836 101392.73019604954 -23338.470543255975 -2634.9050228462206 78981.479038449557 -26587.25641235647 88.447300502232153 87842.254353080047 -49876.779379734857 -55721.910674933672 -99439.834596946021 50501.593119126475 220260.64989919355 2815.9516179011421 587.58107323673187 53642.024699927162 -13693.742183593751 172558.96784274196 -70067.503281249999 10205.181067657471 312620.90750000003
leaf_weight=4019687 15717 28484 174 31 1340 66 1844 41 30 322 53 1275 2989 47 413 168 139 33 106 44 69 31 182 179 122 100 31 30 32 25
leaf_count=4019687 15717 28484 174 31 1340 66 1844 41 30 322 53 1275 2989 47 413 168 139 33 106 44 69 31 182 179 122 100 31 30 32 25
internal_value=0 -378.925 -1369.78 4884.24 3106.2 -18773.2 6837.52 -73046.9 -101832 -459.183 45751.8 -2492.41 -8825.58 -946.465 11721 119.645 14407.1 61419.4 930.295 13086.4 38535.6 103127 -17092.3 36010 52394 26875.3 64439.2 20910.4 82047 142844
internal_weight=0 54117 25633 3901 3727 543 3184 137 96 406 84 21732 4264 17468 1751 1185 772 172 600 494 268 100 226 566 387 208 108 77 179 57
internal_count=4073804 54117 25633 3901 3727 543 3184 137 96 406 84 21732 4264 17468 1751 1185 772 172 600 494 268 100 226 566 387 208 108 77 179 57
is_linear=0
shrinkage=0.1


Tree=2762
num_leaves=31
num_cat=0
split_feature=6 3 1 1 1 4 1 3 3 2 0 1 5 0 4 0 3 3 3 1 2 1 0 0 7 1 0 0 0 3
split_gain=7.87292e+11 1.98083e+12 8.3846e+12 8.86018e+12 8.67778e+12 6.2595e+12 5.24898e+12 3.90945e+12 2.73051e+12 1.09627e+13 5.39395e+12 9.20045e+12 3.23302e+12 1.24463e+13 1.26937e+13 2.42155e+13 4.48221e+13 1.36675e+13 8.23109e+12 1.96269e+13 3.38653e+13 1.38888e+13 1.23827e+13 2.38291e+13 1.26714e+13 1.77995e+13 2.37921e+13 2.40159e+13 1.13563e+13 2.64259e+13
threshold=247.90000000000001 15.500000000000002 38.958307950000012 60.620042600000012 38.893394150000006 22.500000000000004 38.948208550000011 17.500000000000004 11.500000000000002 3999.0000000000005 55.737027400000009 38.989878900000008 3.5000000000000004 56.148747500000006 4.5000000000000009 56.888401950000009 4.5000000000000009 2.5000000000000004 3.5000000000000004 82.981285100000022 5325.0000000000009 82.963919600000011 55.79439725000001 55.061158000000006 6.0000000000000009 38.977585500000011 45.036141150000006 43.550475500000012 55.046782850000007 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 4 7 -3 8 -6 -4 12 10 11 -10 -2 18 17 -16 -17 -15 21 22 -21 28 23 24 25 -20 27 -27 -14 -30
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 -12 -13 13 14 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2312286972950521 3898.5512447845904 -19853.367209201388 -66054.50197265626 30152.563125000001 84046.797500000001 53026.977636718751 11596.982656250002 -19932.919709329046 64885.671093750003 63521.793750000004 -36222.895125850555 -22981.605213341347 -4396.2720788574215 -32639.431632486983 -122309.52583007813 -132315.54558423915 37466.085400390628 48870.961545138889 55960.168235601384 -9975.7051630434798 161628.84137228262 -55533.268176020407 77554.521875000006 -73539.003576347153 78854.095687500012 -16614.197716346152 34235.890694444446 -151395.11468750003 111419.03504464286 -25969.62142857143
leaf_weight=4070611 1725 36 40 20 20 24 20 34 22 35 31 26 590 48 32 23 48 36 43 23 23 49 21 39 25 39 45 20 28 28
leaf_count=4070611 1725 36 40 20 20 24 20 34 22 35 31 26 590 48 32 23 48 36 43 23 23 49 21 39 25 39 45 20 28 28
internal_value=0 1569.63 -8933.49 -28902.6 15765.2 2160.28 47821.9 -44863.5 1753.21 16932.6 -3708.19 17290.9 1153.4 -2928.82 -26556.8 -50085.3 -17533.6 2293.59 1612.23 16154.8 75826.6 -4204.82 4323.37 -2965.04 13037.2 1843.85 -20531.2 -62302.6 -311.481 42724.7
internal_weight=0 3193 170 94 76 3023 40 74 2999 114 79 48 2885 1160 187 103 71 84 973 278 46 695 232 211 172 147 104 59 646 56
internal_count=4073804 3193 170 94 76 3023 40 74 2999 114 79 48 2885 1160 187 103 71 84 973 278 46 695 232 211 172 147 104 59 646 56
is_linear=0
shrinkage=0.1


Tree=2763
num_leaves=31
num_cat=0
split_feature=0 1 1 6 4 4 6 4 6 7 1 4 3 5 3 5 4 3 4 6 6 5 3 6 6 6 6 4 6 3
split_gain=7.49683e+11 2.1412e+13 3.98206e+13 2.82435e+13 2.64965e+13 2.87926e+13 2.65442e+13 2.57564e+13 3.05044e+13 5.69673e+13 4.12388e+13 4.71904e+13 3.38686e+13 3.36954e+13 2.95109e+13 2.59469e+13 2.27523e+13 2.26261e+13 5.2883e+13 2.70637e+13 2.17305e+13 2.11412e+13 2.13909e+13 4.21204e+13 3.40665e+13 2.6743e+13 2.95536e+13 7.01598e+13 5.69731e+13 3.90581e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 45.305000000000007 11.500000000000002 10.500000000000002 66.990000000000023 7.5000000000000009 64.405000000000015 6.0000000000000009 38.011626600000007 4.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 11.500000000000002 3.5000000000000004 5.5000000000000009 49.010000000000012 57.005000000000003 1.5000000000000002 3.5000000000000004 71.030000000000015 75.605000000000004 79.710000000000022 74.015000000000015 6.5000000000000009 72.020000000000024 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=1 4 3 16 5 6 -1 8 9 10 20 13 21 -12 -9 -14 -3 19 -19 -13 -5 -10 25 -24 -25 26 28 -28 29 -23
right_child=-2 2 -4 7 -6 -7 -8 14 12 -11 11 17 15 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1232.832126689708 8.2120544107150408 -991.60322185952066 -403.86639984275075 -49585.356087932189 -67945.31513910061 82904.972301136368 -32639.649828317903 -5952.671100603071 -86474.934837962966 -22628.16193277156 57582.747058105473 65280.861779626626 -97639.501967075907 192681.43950520834 34184.29631960627 8841.2940257352948 -90559.424326508626 106795.93077214806 22662.121733317657 -465.84854874795951 53708.509682992793 144262.33095238096 -39901.04259406888 166866.22126116071 36873.694504123261 -38858.618825653451 216446.27764559659 -4919.8247522865859 -143182.9321890024 -10733.944458007812
leaf_weight=802 3929793 1287 138313 94 82 33 405 228 27 291 48 77 70 30 932 34 29 103 272 335 26 21 49 28 72 162 22 41 26 72
leaf_count=802 3929793 1287 138313 94 82 33 405 228 27 291 48 77 70 30 932 34 29 103 272 335 26 21 49 28 72 162 22 41 26 72
internal_value=0 -224.092 -106.723 9285.13 -12892.2 -9251.55 -11771.2 14553.6 7385.06 16245.8 27730.4 35351.5 -10734.1 109544 26295.3 -62828.5 -2965.36 27998.3 45770.9 11821.8 -27205 -315.185 4403.5 36053.8 73271.6 -9305.47 17000.1 72382.6 -12320.1 24265.2
internal_weight=0 144011 142689 4376 1322 1240 1207 3060 1900 1276 985 865 624 78 1160 104 1316 787 375 412 120 520 493 149 100 344 182 63 119 93
internal_count=4073804 144011 142689 4376 1322 1240 1207 3060 1900 1276 985 865 624 78 1160 104 1316 787 375 412 120 520 493 149 100 344 182 63 119 93
is_linear=0
shrinkage=0.1


Tree=2764
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 0 3 7 4 4 6 0 0 4 6 0 6 6 6 3 0 3 6 6 6 6 6 6 6 0
split_gain=7.57642e+11 5.43928e+12 1.41964e+13 3.95915e+13 4.52484e+13 3.68567e+13 3.26321e+13 1.85226e+13 7.41767e+13 6.72837e+13 3.59758e+13 3.29374e+13 3.34537e+13 1.29413e+14 2.72189e+13 3.18849e+13 2.69884e+13 2.6928e+13 5.82867e+13 2.64349e+13 2.49651e+13 1.93104e+13 2.70145e+13 1.8254e+13 9.05732e+13 1.72964e+13 1.70242e+13 2.44195e+13 2.47286e+13 2.21325e+13
threshold=19.500000000000004 30.315889700000003 30.330566300000005 59.825842200000004 71.715000000000018 59.848366150000011 13.500000000000002 6.0000000000000009 21.500000000000004 22.500000000000004 57.410000000000004 59.982409200000006 60.01610465000001 26.500000000000004 97.020000000000024 59.856552950000008 90.045000000000016 77.565000000000012 72.50500000000001 22.500000000000004 60.028671700000011 4.5000000000000009 84.810000000000016 79.710000000000022 73.00500000000001 41.705000000000005 77.565000000000012 80.720000000000013 82.905000000000015 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -6 8 23 10 -9 21 13 -13 26 -16 17 18 -12 -14 -21 22 -11 24 -7 -5 -10 29 -29 -28
right_child=1 2 -4 5 6 7 -8 9 14 11 16 12 19 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=15.657508491369757 1026.1808808215271 10691.425200060537 -149.82305940861809 -23096.359417674168 161154.04173353041 38456.039897943854 11433.724348958334 -16652.369800687124 -5902.762173468308 25458.799673063859 -100440.2108882473 -129596.74090653153 -8288.1703631586661 -9321.7577000971723 -106869.9649639423 -17801.958697475286 30052.594296875002 -167052.55148026318 77217.816761363632 73577.086892700201 -19527.367539062499 3939.1635608808228 142518.66990489131 12705.02979887463 234726.67465277782 -69926.331497687963 120181.8409839527 -53101.556125992065 23732.509395996094 26270.923229667471
leaf_weight=3599339 38155 469 430003 242 37 182 24 166 1432 138 115 111 1187 461 52 177 20 38 22 80 45 734 23 105 27 117 37 63 125 78
leaf_count=3599339 38155 469 430003 242 37 182 24 166 1432 138 115 111 1187 461 52 177 20 38 22 80 45 734 23 105 27 117 37 63 125 78
internal_value=0 -118.779 -218.905 -4928.85 21229 -7328.65 102248 -5272.6 1592.07 -10252.8 -50867.2 -4976.83 -12480.5 -32661.8 -5623.17 -38027 -79993.7 -92570.5 -71911.2 -3681.88 40059.5 10818.5 42181.6 46721.8 63811.6 -38358.5 -1346.24 20188.2 -2015.08 56485.7
internal_weight=0 474465 436310 6307 530 5777 61 5418 2278 3140 361 2779 1884 572 1964 229 195 175 137 1312 125 895 161 314 209 359 1735 303 188 115
internal_count=4073804 474465 436310 6307 530 5777 61 5418 2278 3140 361 2779 1884 572 1964 229 195 175 137 1312 125 895 161 314 209 359 1735 303 188 115
is_linear=0
shrinkage=0.1


Tree=2765
num_leaves=31
num_cat=0
split_feature=2 0 6 6 0 4 6 4 6 6 0 6 4 1 1 1 6 6 5 0 0 4 5 1 4 1 5 6 0 1
split_gain=7.60163e+11 5.83781e+12 2.04118e+13 4.71722e+13 2.02616e+13 4.97034e+13 1.92009e+13 2.65977e+13 1.91358e+13 1.91143e+13 2.53595e+13 2.11922e+13 1.94081e+13 1.79894e+13 5.32816e+13 5.08025e+13 2.43536e+13 2.18338e+13 2.08053e+13 1.7288e+13 2.16479e+13 2.59891e+13 2.37566e+13 2.01317e+13 3.42349e+13 1.75349e+13 3.11207e+13 1.97091e+13 1.71547e+13 3.80249e+13
threshold=451.00000000000006 55.071632200000003 95.045000000000016 90.045000000000016 55.161746650000005 5.5000000000000009 110.01500000000001 9.5000000000000018 88.00500000000001 80.030000000000015 55.102137100000007 86.920000000000016 13.500000000000002 37.46219940000001 37.488790500000007 37.924401400000008 59.245000000000012 75.605000000000004 2.5000000000000004 55.193450100000007 55.214863500000007 5.5000000000000009 2.5000000000000004 39.135518400000002 4.5000000000000009 36.865631950000008 1.5000000000000002 36.905000000000008 54.932051950000009 37.331232350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 -8 28 -7 11 -11 -13 17 -15 -16 -17 -3 -18 23 21 -21 25 -6 -25 -23 -27 -28 -1 -30
right_child=-2 4 -4 -5 19 6 7 -9 -10 10 -12 12 -14 14 15 16 18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=615.9959424858738 -19.290060187066686 -14217.26249064802 -31389.279175764197 70872.042089843759 -14517.483917470505 13331.072438731537 26140.234875000002 -119730.07475000001 -59059.939931303881 127890.11278211806 10089.18925073056 16118.023928740531 122789.99239130435 27869.13990474616 -52070.639485518295 -4661.9383947741344 60765.916073803201 -118136.30505952382 9479.8116109171478 -3734.8820817461669 85.86694164492792 -6623.8302527947153 87810.424261209249 -14789.835365627125 123945.52332974138 122819.92393092107 -8263.7208452778486 60138.581938349736 -56661.875203339048 -4876.2612125521582
leaf_weight=11497 3396489 543 229 90 1225 2930 25 25 58 45 131 66 23 626 205 2854 94 21 499 322 650267 123 69 46 29 38 93 77 146 4919
leaf_count=11497 3396489 543 229 90 1225 2930 25 25 58 45 131 66 23 626 205 2854 94 21 499 322 650267 123 69 46 29 38 93 77 146 4919
internal_value=0 96.7327 -1736.35 -1329.97 143.752 5118.46 14694.9 -46794.9 -1720.96 15657.2 41376.2 71962.8 43684.9 -1299.46 913.71 -3706.8 -830.505 -18086.6 17609.5 82.0763 105.082 17411.2 34433.7 -11438.3 38854.5 23306.9 41006.3 22718.5 -1520.16 -6369
internal_weight=0 677315 16939 16710 660376 8087 3245 50 16620 3195 265 134 89 4842 4278 3652 3447 564 593 652289 650989 722 400 1300 75 331 208 170 16562 5065
internal_count=4073804 677315 16939 16710 660376 8087 3245 50 16620 3195 265 134 89 4842 4278 3652 3447 564 593 652289 650989 722 400 1300 75 331 208 170 16562 5065
is_linear=0
shrinkage=0.1


Tree=2766
num_leaves=31
num_cat=0
split_feature=0 4 0 6 6 1 6 4 1 0 1 0 1 1 1 6 0 3 5 6 6 1 3 1 1 6 1 6 1 6
split_gain=8.07877e+11 7.47826e+12 1.46307e+13 4.19611e+13 8.23967e+13 1.13221e+14 3.80727e+13 4.70209e+13 3.80362e+13 5.69746e+13 2.57562e+13 2.20324e+13 2.35619e+13 3.96419e+13 3.25775e+13 5.99778e+13 1.65006e+13 1.63616e+13 1.58862e+13 1.45734e+13 1.59547e+13 1.53806e+13 1.44432e+13 3.67292e+13 3.55517e+13 3.65821e+13 3.13347e+13 4.06647e+13 3.17029e+13 2.54086e+13
threshold=55.026775150000006 6.5000000000000009 54.988402950000008 91.02500000000002 97.020000000000024 82.918694400000007 77.010000000000005 3.5000000000000004 82.918694400000007 54.992080650000005 82.648284550000014 55.007293000000011 82.991167100000027 82.911604200000014 83.011163250000024 46.805000000000007 54.992080650000005 2.5000000000000004 4.5000000000000009 57.995000000000012 58.995000000000012 83.117716000000016 5.5000000000000009 38.893394150000006 38.927872750000006 92.02500000000002 37.978059650000013 104.01000000000001 37.131181300000009 112.00500000000001
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 22 6 5 -5 11 -8 9 17 -11 12 13 -4 15 -14 -9 -6 -10 -16 -21 -22 -1 26 25 -25 27 28 -24 -29
right_child=-2 -3 3 4 8 -7 7 16 18 10 -12 -13 14 -15 19 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-91.832118904172674 -37.957403972598684 197.07592028218491 -4425.7800037841325 19964.259997351695 -40649.175323275864 241289.68326480265 10082.74924560547 -24210.985343886467 15271.106967954283 -35877.282457386369 -176433.82690429688 2086.4426895132301 6972.7141370810241 -20779.524092773361 1505.6277404511457 78214.89407114526 -60860.866614829007 57011.151519484752 87255.448452296405 -37534.887923852439 18026.832009198592 -72700.971777343759 -37813.016995749429 26564.434476143972 -2586.3025171497998 168102.62633928572 -38883.056367070123 147556.95752840908 6429.8742377302115 25699.625461647727
leaf_weight=530445 2359546 1157630 7658 59 29 38 240 229 432 22 32 5741 620 1838 892 146 265 42 33 241 124 22 329 140 6052 21 520 22 319 77
leaf_count=530445 2359546 1157630 7658 59 29 38 240 229 432 22 32 5741 620 1838 892 146 265 42 33 241 124 22 329 140 6052 21 520 22 319 77
internal_value=0 52.2455 -248.961 -2998.47 21257.5 106669 -3923.41 -26229.7 7215.27 -41756.3 -119170 -2976.02 -5494.32 -7591.13 4242.29 20551.5 -43871.3 17121.7 20379.7 -5525.4 -21731.3 4355.52 -153.364 -4516.92 -1352.51 45025.9 -20034.3 -6913.29 -16033 52779
internal_weight=0 1.71426e+06 556628 18703 687 97 18016 734 590 125 54 17282 11541 9496 2045 766 494 71 465 1279 387 146 537925 7480 6213 161 1267 747 648 99
internal_count=4073804 1714258 556628 18703 687 97 18016 734 590 125 54 17282 11541 9496 2045 766 494 71 465 1279 387 146 537925 7480 6213 161 1267 747 648 99
is_linear=0
shrinkage=0.1


Tree=2767
num_leaves=31
num_cat=0
split_feature=4 2 1 6 4 1 0 1 6 4 0 1 0 0 0 6 6 5 6 6 4 6 6 0 3 6 0 0 6 4
split_gain=1.05218e+12 5.0597e+12 1.24441e+13 1.23296e+13 2.23665e+13 3.05947e+13 1.56961e+13 1.56702e+13 7.23744e+13 1.52602e+13 1.56635e+13 1.46013e+13 1.62408e+13 1.65031e+13 1.51715e+13 2.58929e+13 1.594e+13 1.31094e+13 3.17088e+13 5.49356e+13 7.06446e+13 2.60483e+13 2.36586e+13 2.78144e+13 3.6271e+13 2.74576e+13 5.19553e+13 6.06909e+13 6.93207e+13 2.94594e+13
threshold=5.5000000000000009 36.000000000000007 37.873748150000004 33.805000000000007 3.5000000000000004 37.682335600000009 55.897267000000006 37.843405600000004 62.995000000000012 2.5000000000000004 55.749683450000006 37.768783500000005 55.622114900000007 55.633951400000008 55.806294650000005 30.025000000000002 24.030000000000005 2.5000000000000004 76.605000000000004 85.020000000000024 4.5000000000000009 45.305000000000007 52.990000000000002 55.737027400000009 2.5000000000000004 56.205000000000005 55.812023600000011 55.834019500000004 55.805000000000007 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 9 11 17 -9 10 -1 12 -6 -14 -13 16 -16 18 -5 20 -20 -19 23 -23 -25 26 29 28 -28 -24
right_child=-2 -3 -4 7 6 -7 -8 8 -10 -11 -12 14 13 -15 15 -17 -18 21 19 -21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-18999.676702009612 -31.778087423236492 110.62126953314369 -78366.557812500003 -4123.9131856864487 -13387.191059630595 -148612.66437500002 -57622.58935546875 -25455.844023437501 199371.20104166667 -42794.645594496142 87233.42880434783 553.38610878130464 54113.491799228163 8936.4769018983006 -25622.786391469595 2837.4401482694893 -114224.98401909723 83847.554286595405 -23084.27435396635 14503.326790364585 -263679.44130434783 -673.98267708333333 -97233.186111111121 -13812.143965517242 -171971.83608566812 -1488.7549569690877 65038.279632568359 9910.4664418945322 253688.11635044642 9260.7568591754116
leaf_weight=35 2928705 1123208 21 11830 324 20 40 45 21 89 23 546 83 3135 37 93 45 38 26 48 23 75 27 29 29 4332 64 100 28 685
leaf_count=35 2928705 1123208 21 11830 324 20 40 45 21 89 23 546 83 3135 37 93 45 38 26 48 23 75 27 29 29 4332 64 100 28 685
internal_value=0 81.2756 -1424.42 -1350.54 3334.05 -32572.4 4727.58 -2554 46080 -16784.6 23127.2 5312.62 7953.08 10101.7 -7659 -33281.6 -74245.9 -2739.17 -4590.81 -61532.6 -136017 1345.24 761.318 -40889.4 -92892 1819.29 17671.6 63837.3 122453 5222.36
internal_weight=0 1.1451e+06 21891 21870 4470 167 4303 17400 66 147 58 4263 3542 3218 721 175 82 17334 11927 97 49 5407 5369 133 58 5236 904 192 92 712
internal_count=4073804 1145099 21891 21870 4470 167 4303 17400 66 147 58 4263 3542 3218 721 175 82 17334 11927 97 49 5407 5369 133 58 5236 904 192 92 712
is_linear=0
shrinkage=0.1


Tree=2768
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 2 0 0 0 6 6 4 3 6 0 0 7 1 0 2 6 0 3 1 6 4 6 6 6 6
split_gain=8.52262e+11 5.17537e+12 1.07066e+13 5.01083e+13 2.55745e+14 8.19753e+13 1.05497e+14 1.46425e+14 7.36845e+13 7.21459e+13 6.99777e+13 4.19953e+13 3.88468e+13 4.20975e+13 3.01872e+13 6.78023e+13 6.08566e+13 4.76846e+13 3.87728e+13 2.8394e+13 2.77594e+13 2.4532e+13 2.37338e+13 2.32362e+13 2.31101e+13 2.88682e+13 2.21031e+13 2.17987e+13 4.98361e+13 3.01546e+13
threshold=5.5000000000000009 55.145978450000008 48.411058050000008 44.064675150000006 56.067362750000008 2970.5000000000005 56.288960650000007 56.262014700000009 56.342669500000007 57.005000000000003 58.605000000000011 3.5000000000000004 2.5000000000000004 81.705000000000013 55.883833400000007 55.858844800000007 6.0000000000000009 49.230435000000007 55.910578700000009 9651.0000000000018 118.04500000000002 56.115175650000005 4.5000000000000009 53.67029225000001 79.710000000000022 2.5000000000000004 61.805000000000007 134.05000000000004 85.020000000000024 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 7 21 11 -7 -5 -8 -9 -14 15 19 -17 -16 23 -4 -12 -6 -3 -19 -21 -26 -13 28 -11 -29
right_child=-2 2 14 4 5 9 8 12 -10 27 20 26 13 -15 17 16 -18 18 -20 24 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-139.4157979922613 -28.600279235916549 686.53065081634804 2116.852874310207 -17826.065716781879 -71947.555729166663 -584.64650327883726 -27184.677612789092 16142.913002072401 -21114.805592435514 10772.025884954535 -43446.786150842243 -89174.397709668803 46951.593927702357 136822.12724864247 -25269.861711425765 16653.933521845411 -69865.904494172995 -11365.771517154826 201.14638064221566 -4183.8781779423653 -159462.90431547619 -10799.191342430544 -1848.3203528919055 -47848.462841139997 4068.9305399576824 -90458.295982142852 -198701.29234375001 -44505.09256145198 41944.386881455248 75966.615355468748
leaf_weight=572628 2928705 236787 81498 4102 69 15459 126 131 820 3923 1152 234 122 91 745 3963 83 804 170497 5634 21 1335 43764 223 60 70 20 123 590 25
leaf_count=572628 2928705 236787 81498 4102 69 15459 126 131 820 3923 1152 234 122 91 745 3963 83 804 170497 5634 21 1335 43764 223 60 70 20 123 590 25
internal_value=0 73.1481 285.77 -113.713 -4120.84 421.576 -15151.9 521.927 -37983.5 2703.42 -23985.2 -74384.5 58993.1 85347 753.937 2223.9 14879.1 -25.1901 84.458 1637.13 -45523.8 -13804.3 291.112 -19287.5 -5145.72 -46830.3 -97798.6 13608.9 14847.3 -24155.1
internal_weight=0 1.1451e+06 572471 308894 28343 23068 2948 1748 1200 20120 5275 380 344 213 263577 91308 4046 172269 171524 87262 1173 1404 280551 1027 5764 130 254 4661 4513 148
internal_count=4073804 1145099 572471 308894 28343 23068 2948 1748 1200 20120 5275 380 344 213 263577 91308 4046 172269 171524 87262 1173 1404 280551 1027 5764 130 254 4661 4513 148
is_linear=0
shrinkage=0.1


Tree=2769
num_leaves=31
num_cat=0
split_feature=4 0 2 6 2 1 1 0 1 6 6 2 0 1 5 2 0 6 1 0 0 1 6 5 6 3 6 3 0 5
split_gain=9.18039e+11 2.97453e+12 6.11927e+12 1.25191e+13 1.04775e+13 1.4226e+13 8.9825e+12 1.6885e+13 1.30564e+13 1.20501e+13 1.1407e+13 1.12136e+13 9.05106e+12 8.90221e+12 8.03213e+12 1.02856e+13 7.30578e+12 7.24774e+12 1.05842e+13 9.36023e+12 6.70627e+12 1.0446e+13 8.70888e+12 6.50446e+12 6.03874e+12 5.02552e+12 4.85706e+12 4.82385e+12 4.45362e+12 8.52702e+12
threshold=2.5000000000000004 54.188398350000007 7912.5000000000009 189.00000000000003 9613.5000000000018 44.064675150000006 94.478249850000012 51.567244500000008 91.292296250000007 53.995000000000012 81.02500000000002 2764.0000000000005 52.960348700000004 55.90712030000001 5.5000000000000009 2892.5000000000005 52.02416370000001 72.50500000000001 103.8879505 46.323575350000006 51.567244500000008 41.966773150000002 72.50500000000001 1.5000000000000002 40.490000000000002 2.5000000000000004 99.050000000000011 1.5000000000000002 56.685611200000004 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 5 -4 8 9 11 -8 -10 13 23 20 -13 -16 17 -7 19 -19 21 -1 -22 -9 -23 28 -25 -20 29 -3
right_child=-2 25 3 -5 -6 16 7 12 10 -11 -12 14 -14 -15 15 -17 -18 18 27 -21 22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=887.43936701186931 -7.9877748573583638 459.98446429377321 -61735.171512276786 -71982.411284722228 -696.4639357297815 -10767.360745987462 1786.9785657051282 -10913.699744567872 -9146.701102663812 -79661.95017233456 -54994.687451171878 -408.83862038195866 -38966.008663054432 14265.206089539888 3142.3338433159724 88752.440081521752 -37432.783857194765 24579.094876802887 22232.261350835757 -60274.742810997603 -7390.3001342882144 6850.9738129517755 27671.527164713545 17488.143250173976 37819.622275059519 39159.651160386034 59983.83147321429 78194.440527343759 -466.18517949278322 3676.2871720125077
leaf_weight=570 3961637 31827 56 27 2914 673 39 80 843 34 58 39200 31 930 36 23 86 26 43 26 772 107 78 682 153 34 28 24 21643 11124
leaf_count=570 3961637 31827 56 27 2914 673 39 80 843 34 58 39200 31 930 36 23 86 26 43 26 772 107 78 682 153 34 28 24 21643 11124
internal_value=0 282.121 -318.309 -4126.78 -3650.66 -12867.5 19.6777 9940.27 -187.688 -36148.1 -12098.1 68.6179 14038.3 6415.71 -353.347 36515.8 -9750.67 -6744.78 16004.8 -17847.8 2070.45 8464.21 -4172.86 16118.2 25074.8 723.784 19164 42278.4 703.553 1292.98
internal_weight=0 112167 47539 3875 3848 934 43664 894 42770 73 901 41869 821 2610 39259 59 878 792 119 52 1680 830 850 790 260 64628 710 67 64594 42951
internal_count=4073804 112167 47539 3875 3848 934 43664 894 42770 73 901 41869 821 2610 39259 59 878 792 119 52 1680 830 850 790 260 64628 710 67 64594 42951
is_linear=0
shrinkage=0.1


Tree=2770
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 0 5 6 6 4 6 6 1 4 0 1 6 5 3 7 4 4 4 0 4 3 6 6 1 6
split_gain=8.22949e+11 6.896e+12 1.39236e+13 1.63764e+13 7.2308e+13 4.7744e+13 3.32926e+13 5.51995e+13 1.06311e+14 2.27203e+13 2.08437e+13 1.93321e+13 1.82895e+13 3.39205e+13 4.52423e+13 4.57805e+13 2.4423e+13 2.08631e+13 2.08369e+13 3.16153e+13 3.08985e+13 2.4267e+13 2.20905e+13 1.82242e+13 2.37029e+13 1.80812e+13 1.75951e+13 2.37514e+13 1.9129e+13 2.62613e+13
threshold=55.026775150000006 55.017684700000011 82.963919600000011 16.500000000000004 82.948524700000021 55.02095400000001 2.5000000000000004 103.03500000000001 83.010000000000005 15.500000000000002 112.00500000000001 101.02000000000002 82.948524700000021 17.500000000000004 55.018166200000003 82.93515810000001 156.15000000000003 3.5000000000000004 9.5000000000000018 6.0000000000000009 20.500000000000004 19.500000000000004 25.500000000000004 55.02095400000001 24.500000000000004 11.500000000000002 114.05000000000001 105.00500000000001 82.93515810000001 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 4 9 11 -7 8 -8 -3 -11 -6 13 14 -5 -16 -14 -17 19 20 -15 25 26 -21 -25 -20 27 28 -23 -30
right_child=-2 2 -4 12 5 6 7 -9 -10 10 -12 -13 16 18 15 17 -18 -19 21 23 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=19.131122565351358 -38.30983103178442 2182.0261240922869 142.91496976769488 130073.23655883789 23531.380903976213 49636.910014997207 55930.644357638892 3782.583048502604 352068.95511363639 19638.313115710749 123623.39640625002 -48440.500372023816 -7832.6164581903013 -69860.273569915254 -1137.1746232237383 -73089.417796415437 100506.78891369049 3014.7216039540817 42066.212428283696 622.45348097278236 4619.608932556398 -6569.190668958654 94179.954248046881 39959.249433297824 169047.82181250001 131166.09242773437 92000.569775390628 -37220.30737441589 25898.758142089846 147273.93154296876
leaf_weight=1667463 2359546 5780 33143 25 335 210 27 24 22 533 20 42 2273 59 2200 136 21 49 256 31 996 183 32 33 25 25 24 107 164 20
leaf_count=1667463 2359546 5780 33143 25 335 210 27 24 22 533 20 42 2273 59 2200 136 21 49 256 31 996 183 32 33 25 25 24 107 164 20
internal_value=0 52.7306 1249.99 3937.65 7317.39 38816.2 69859.3 128033 188891 4034.71 23399.1 15513.3 388.384 4187.66 -3752.03 -5154.81 -6840.84 -52932.1 13975.2 5282.8 454.383 26236.8 13641.3 62518.5 95600.9 49993.2 8466.17 4236.58 16323.5 39091.7
internal_weight=0 1.71426e+06 46795 13652 6993 660 283 73 49 6333 553 377 6659 4365 2410 2385 2294 185 1955 1144 1055 811 530 89 58 281 498 474 367 184
internal_count=4073804 1714258 46795 13652 6993 660 283 73 49 6333 553 377 6659 4365 2410 2385 2294 185 1955 1144 1055 811 530 89 58 281 498 474 367 184
is_linear=0
shrinkage=0.1


Tree=2771
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 6 7 0 6 1 5 0 0 6 1 7 0 6 3 6 6 6 3 6 6 0 0 3 6
split_gain=7.86026e+11 4.89655e+12 1.40765e+13 1.268e+13 1.08786e+13 1.34981e+13 1.53738e+13 1.35099e+13 1.22049e+13 1.05938e+13 1.09473e+13 1.03541e+13 1.37581e+13 1.95847e+13 1.23778e+13 2.19343e+13 3.25565e+13 1.0899e+13 1.15078e+13 1.01709e+13 1.66025e+13 1.27329e+13 9.73151e+12 3.85461e+13 9.51783e+12 9.50622e+12 1.66814e+13 1.51861e+13 1.73233e+13 9.89752e+12
threshold=83.000013850000016 83.00362155000002 55.043091000000011 55.030407050000001 9.5000000000000018 55.013931500000005 64.805000000000021 6.0000000000000009 55.014086100000007 47.805000000000007 83.002084650000015 2.5000000000000004 55.012912000000007 55.013931500000005 42.875000000000007 83.002084650000015 6.0000000000000009 55.017684700000011 87.015000000000015 2.5000000000000004 63.705000000000005 48.945000000000007 59.010000000000012 8.5000000000000018 86.920000000000016 34.010000000000012 55.017684700000011 55.017684700000011 8.5000000000000018 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 3 4 11 9 -7 24 -9 10 -6 14 -13 -14 25 -16 -17 22 -19 20 21 -18 23 -15 -8 27 -27 -2 -29 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 12 13 17 15 16 19 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=15.915028764589975 -454.29839403434835 34.098503693817257 -21434.634601776215 10530.932468795778 11494.170011055903 -4560.7334665624048 -53665.575000000004 18065.146369634818 1796.615779401699 -13501.919954380615 -18256.654384872942 5264.0967081605513 -14500.164548379867 -3024.3731646286233 -363.02734881635905 -1164.7348790529647 5973.8078452794225 -11028.646557459169 394.57022153936452 13573.46742532972 19103.253087599733 -9827.3874483434174 -1385.0652981562421 64495.193429129467 -4807.2837707074023 -1754.4101546329457 -11484.803394626526 3734.9910596491836 -6400.6806534090911 40307.908145059126
leaf_weight=3601077 7491 383413 329 992 386 6034 43 826 1044 2014 182 2030 1464 345 23663 5087 2291 2472 1371 3149 752 656 10453 112 548 12535 2050 681 55 259
leaf_count=3601077 7491 383413 329 992 386 6034 43 826 1044 2014 182 2030 1464 345 23663 5087 2291 2472 1371 3149 752 656 10453 112 548 12535 2050 681 55 259
internal_value=0 -121.235 -788.063 -711.727 -838.473 -3768.42 -1843.91 4817.34 8982.61 -10100.2 1961.34 -416.518 -2496.96 -3468.47 230.533 1399.87 4895.07 -2373.75 -6953.38 9396.57 5840.73 2456.47 -760.59 13523.1 -8362.12 -1573.72 -3122.07 1087.45 12694.7 32126.5
internal_weight=0 472727 89314 88985 87993 11077 8495 2461 1870 2582 568 76916 18247 16217 58669 35598 11935 14753 3843 6848 3699 2947 10910 457 591 23071 14585 8486 995 314
internal_count=4073804 472727 89314 88985 87993 11077 8495 2461 1870 2582 568 76916 18247 16217 58669 35598 11935 14753 3843 6848 3699 2947 10910 457 591 23071 14585 8486 995 314
is_linear=0
shrinkage=0.1


Tree=2772
num_leaves=31
num_cat=0
split_feature=4 5 6 0 6 6 1 4 6 1 1 0 4 1 1 4 1 0 4 1 0 1 4 7 0 0 0 1 0 0
split_gain=7.79465e+11 5.38005e+12 1.60336e+13 4.0016e+13 2.50804e+13 3.19483e+13 4.21123e+13 4.04087e+13 2.11549e+13 2.15596e+13 2.37335e+13 2.0138e+13 1.94933e+13 2.021e+13 3.11781e+13 3.51492e+13 2.67159e+13 2.7111e+13 2.49238e+13 2.25949e+13 6.34089e+13 2.05682e+13 5.66429e+13 2.97262e+13 3.4922e+13 4.07743e+13 3.63969e+13 2.26959e+13 2.00311e+13 1.9459e+13
threshold=9.5000000000000018 1.5000000000000002 43.010000000000012 44.601833250000006 44.820000000000007 46.010000000000012 30.345769800000003 10.500000000000002 39.995000000000012 30.226173900000003 30.242318500000007 43.472751400000007 22.500000000000004 37.488790500000007 37.503969450000007 14.500000000000002 37.543519500000009 55.866549750000011 16.500000000000004 37.475446350000006 55.702806750000008 37.618684050000006 11.500000000000002 6.0000000000000009 55.710673100000008 55.791814000000009 55.649510000000014 37.586700500000006 55.850146250000009 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 -10 -11 -4 13 18 15 -15 17 29 19 -8 -21 22 -18 24 26 -26 -24 -28 -27 -16
right_child=1 2 4 8 5 -7 12 -9 9 10 -12 -13 -14 14 16 -17 21 -19 -20 20 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-46.961299049566648 -128.69270075497397 23587.365152642829 -74105.475111607157 -861.76031233229696 -18770.745832090979 111.35726870688359 -14235.157205469177 43740.206682839955 38676.903385326747 -55874.856528172357 4218.4473321914675 -4706.3259606693664 14147.987398720623 -1103.1872358273238 35734.200074404762 91856.493065831804 138396.82554687498 40168.189247796479 11061.666315021472 29350.487438964847 -195876.3785625 2878.5163147646417 8904.7189801897312 103364.00699534698 121757.95847942073 -57906.636150045961 -153475.15954337287 -33847.809419642857 27488.150831102495 -68123.438281249997
leaf_weight=1892492 1008013 867 42 15183 131 1119594 919 491 181 66 15597 9371 1597 78 21 85 40 39 433 25 25 7972 98 34 41 34 29 35 143 128
leaf_count=1892492 1008013 867 42 15183 131 1119594 919 491 181 66 15597 9371 1597 78 21 85 40 39 433 25 25 7972 98 34 41 34 29 35 143 128
internal_value=0 40.7433 186.31 2397.76 124.516 167.262 5215.7 30574.7 1805.65 4361.77 3965.23 -5015.98 3876.25 2264.7 4045.57 47372.7 3225.71 -34057.6 -8884.13 -17797 -83262.9 4057.57 24761 13781.7 5766.49 31899.3 -29399.9 -88054 11084.6 -53485.8
internal_weight=0 2.18131e+06 1.1733e+06 31894 1.1414e+06 1.13199e+06 12398 622 31027 15844 15663 9413 11776 10179 8777 163 8614 188 1402 969 50 8426 454 414 380 218 162 64 177 149
internal_count=4073804 2181312 1173299 31894 1141405 1131992 12398 622 31027 15844 15663 9413 11776 10179 8777 163 8614 188 1402 969 50 8426 454 414 380 218 162 64 177 149
is_linear=0
shrinkage=0.1


Tree=2773
num_leaves=31
num_cat=0
split_feature=6 1 5 1 1 4 6 6 0 0 1 7 4 4 1 0 0 4 1 6 6 4 0 0 1 1 6 0 6 7
split_gain=8.18781e+11 5.68833e+12 8.96163e+12 1.0667e+13 8.8077e+12 8.56476e+12 7.8024e+12 1.8833e+13 7.42444e+12 1.73365e+13 2.26679e+13 1.53424e+13 3.58074e+13 1.93642e+13 1.86965e+13 1.85613e+13 1.45508e+13 1.41059e+13 2.0393e+13 1.37055e+13 1.35687e+13 1.17992e+13 2.0687e+13 2.63145e+13 2.40032e+13 1.93909e+13 1.73832e+13 1.49992e+13 1.62279e+13 1.546e+13
threshold=41.505000000000003 61.511492200000006 4.5000000000000009 82.93515810000001 61.335446300000008 6.5000000000000009 34.010000000000012 38.010000000000012 59.882709350000006 56.904718250000009 59.999510900000011 6.0000000000000009 22.500000000000004 17.500000000000004 30.509101000000005 57.57007620000001 60.002985000000002 9.5000000000000018 30.472130500000002 15.450000000000001 29.015000000000004 24.500000000000004 59.898927250000007 59.950512650000007 30.410676000000006 30.260128500000004 35.995000000000012 59.990753350000013 32.805000000000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -8 9 -1 11 13 15 17 20 -13 21 -11 -19 -20 -15 -10 -23 26 25 27 -24 29 -29 -25
right_child=-2 2 3 -5 5 6 7 -9 16 10 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=51.169357514757536 -30.778266386510655 432.61436354037545 -91748.441711956519 6827.9724376860122 -4.5162044665485261 -1660.9607468376998 -13788.213927383731 -926.22806737105884 2622.0503468607935 137.52290901884587 -6446.0806382568626 10712.025352269004 -10679.403309144127 -22903.26978845731 -4687.3415527869583 -1919.553525707659 -352.97682365063599 -7961.2474206291045 74114.337902343759 -73.704023693687418 8415.5421670248234 -22610.49863018906 14734.531775637708 -82874.432111467642 -16495.248649300502 10884.899226013462 -1347.1840280548254 41272.789906386082 -15049.724867532532 9248.4413953993062
leaf_weight=761550 2768799 326722 23 21 9546 5537 2239 2316 42763 43489 8078 1241 4895 142 1596 18581 52809 5863 25 6323 5357 456 1328 56 1399 884 1361 61 317 27
leaf_count=761550 2768799 326722 23 21 9546 5537 2239 2316 42763 43489 8078 1241 4895 142 1596 18581 52809 5863 25 6323 5357 456 1328 56 1399 884 1361 61 317 27
internal_value=0 65.3015 426.537 -44700.6 -55.3638 -2151.79 -4182.89 -7248.51 -12.4162 -108.166 -1377.56 -909.701 -3020.16 -78.9941 4841.27 -1128.73 796.473 -705.731 -3708.95 218.467 7606.8 2044.14 -2152.39 -435.311 -7324.7 2214.03 6594.99 -14413 -5960.64 -52906.8
internal_weight=0 1.305e+06 326766 44 978239 19638 10092 4555 958601 857140 95590 87512 24717 62795 7095 19822 101461 55700 12211 6348 5499 48652 5889 5433 2744 1345 2689 461 378 83
internal_count=4073804 1305005 326766 44 978239 19638 10092 4555 958601 857140 95590 87512 24717 62795 7095 19822 101461 55700 12211 6348 5499 48652 5889 5433 2744 1345 2689 461 378 83
is_linear=0
shrinkage=0.1


Tree=2774
num_leaves=31
num_cat=0
split_feature=6 1 0 0 4 5 1 0 1 6 6 6 2 1 4 4 1 0 4 6 4 1 4 0 6 5 3 6 0 3
split_gain=7.78735e+11 5.01838e+12 1.53599e+13 4.57019e+13 7.82416e+13 9.94304e+13 3.99278e+13 3.99084e+13 1.269e+14 5.31386e+13 6.05621e+13 5.58316e+13 4.1285e+13 3.82233e+13 7.30407e+13 5.84463e+13 4.64564e+13 6.32563e+13 4.97928e+13 3.67381e+13 7.53776e+13 3.86187e+13 4.12496e+13 3.41875e+13 5.5153e+13 3.13782e+13 2.92845e+13 4.92563e+13 5.11225e+13 2.86366e+13
threshold=87.395000000000024 37.804148700000006 55.696737300000009 55.685785750000008 8.5000000000000018 3.5000000000000004 37.543519500000009 55.539595350000006 37.768783500000005 110.01500000000001 93.050000000000011 156.15000000000003 75.000000000000014 37.631035900000008 24.500000000000004 23.500000000000004 37.702956500000006 55.60524465000001 13.500000000000002 91.02500000000002 16.500000000000004 37.318079750000003 15.500000000000002 55.702806750000008 106.49500000000002 3.5000000000000004 11.500000000000002 97.020000000000024 55.660117850000006 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 6 5 -5 26 12 9 10 13 29 -8 14 25 16 17 18 -15 20 -6 22 -21 24 -4 -9 -2 28 -28 -11
right_child=1 -3 23 4 19 -7 7 8 -10 11 -12 -13 -14 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=10.960950236388459 1357.0754837899347 -462.95935640066841 -11660.883405219185 -112563.99596548507 119711.13954613096 111826.78995535715 -50741.838807624117 124656.05604003905 -68725.393755810466 104330.68920611213 3227.093132782757 -78770.327294921881 4726.4596583187758 132193.0485054348 16850.876207750898 99087.574174248424 32560.80096646013 -142993.77302711125 -33869.496637834825 -9238.7249813988092 -45725.439667968749 36875.394939159298 144928.74844140626 -319.6875858493799 -135436.00131835937 16181.1302734375 -31996.840509836151 4251.5034499472758 35353.130111452134 32673.825574171689
leaf_weight=3832905 14601 172106 144 67 42 28 141 160 151 170 985 24 2776 23 172 79 232 42 84 21 80 113 100 46073 48 32 1068 1128 126 83
leaf_count=3832905 14601 172106 144 67 42 28 141 160 151 170 985 24 2776 23 172 79 232 42 84 21 80 113 100 46073 48 32 1068 1128 126 83
internal_value=0 -174.398 547.524 2688.87 34201.7 -46427.8 2045.11 9751.2 19799.6 26207.6 19962.1 66995.2 2045.27 39967 64178.9 20808 4576.82 -38995.5 1826.19 55718 11228.1 78913.6 118172 -495.17 -42604.7 106577 -301.825 -10733.2 -24889.6 80822.7
internal_weight=0 240899 68793 22528 451 95 22077 5154 2237 2086 1809 277 2917 824 364 460 381 149 107 356 122 234 121 46265 192 192 16923 2322 1194 253
internal_count=4073804 240899 68793 22528 451 95 22077 5154 2237 2086 1809 277 2917 824 364 460 381 149 107 356 122 234 121 46265 192 192 16923 2322 1194 253
is_linear=0
shrinkage=0.1


Tree=2775
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 6 7 4 6 1 1 7 6 1 6 6 1 6 4 0 6 4 6 1 4 6 4 6 6
split_gain=8.00209e+11 4.10263e+12 9.62756e+12 4.65921e+13 4.61147e+13 2.89306e+13 2.4318e+13 2.36727e+13 3.02396e+13 2.30857e+13 2.24535e+13 3.17462e+13 2.64432e+13 3.25062e+13 2.36808e+13 2.04863e+13 1.47833e+13 1.44611e+13 1.37819e+13 1.29119e+13 1.8469e+13 2.08264e+13 1.21099e+13 1.10163e+13 9.28754e+12 9.10554e+12 1.13893e+13 9.03763e+12 1.68954e+13 1.6421e+13
threshold=3338.0000000000005 4829.0000000000009 5062.5000000000009 5209.5000000000009 56.520242650000007 56.685611200000004 86.920000000000016 6.0000000000000009 9.5000000000000018 70.50500000000001 37.682335600000009 37.563506350000004 6.0000000000000009 95.045000000000016 38.247071200000008 58.995000000000012 50.010000000000012 37.804148700000006 125.02000000000002 8.5000000000000018 56.638205000000006 81.705000000000013 23.500000000000004 114.05000000000001 37.600779750000008 15.500000000000002 41.005000000000003 5.5000000000000009 69.605000000000004 82.905000000000015
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 10 6 7 -3 8 15 -10 11 -4 13 25 17 -6 -7 -12 23 20 -9 -22 24 -11 -14 26 -13 -17 -29 -30
right_child=1 2 3 -5 5 16 -8 19 9 18 14 12 22 -15 -16 27 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-36.894620010534418 401.18795015946802 -13859.054654356702 -16399.221945498408 -7.6553742986628137 1359.322123287656 -10035.245919940116 -96669.468142361118 -2150.8286387924322 -2432.0029860090344 -21274.3040074112 -6920.9904743600409 19825.290814568016 47351.760616987187 168427.57984374999 7553.8803600984938 14924.20769654646 -43106.953841900715 -65798.443596354162 -90678.072879464293 -3601.3969714808359 -23360.661889292005 -96794.568043154766 81900.205848524303 52182.653087797626 11538.706733942079 17508.161098030821 60109.145351019972 16357.349950288663 -10515.730399802393 12410.61664780235
leaf_weight=2406287 281637 2371 218 1355945 11164 348 36 484 2895 734 94 102 78 20 957 1813 221 75 28 4174 480 42 27 21 1011 146 225 850 814 507
leaf_count=2406287 281637 2371 218 1355945 11164 348 36 484 2895 734 94 102 78 20 957 1813 221 75 28 4174 480 42 27 21 1011 146 225 850 814 507
internal_value=0 53.2403 -17.4693 19.6705 -1887.94 -594.123 -15097.6 -65.8866 1581.33 -6552.24 12567 19412.6 24264.7 43552.7 1459.69 3556.19 -22880.3 -33050 -21786.1 -6052.46 -16222.2 -29269.1 15744.1 -19231.1 14103.8 38272.6 47543.5 9712.28 5359.8 -1716.59
internal_weight=0 1.66752e+06 1.38588e+06 1.3589e+06 26982 24575 2407 24006 18826 3678 2953 1827 1609 493 1126 15148 569 169 783 5180 1006 522 1116 755 1089 473 327 3984 2171 1321
internal_count=4073804 1667517 1385880 1358898 26982 24575 2407 24006 18826 3678 2953 1827 1609 493 1126 15148 569 169 783 5180 1006 522 1116 755 1089 473 327 3984 2171 1321
is_linear=0
shrinkage=0.1


Tree=2776
num_leaves=31
num_cat=0
split_feature=1 6 6 3 0 4 3 1 0 6 0 6 1 1 5 0 6 6 3 6 0 6 1 6 1 0 3 6 0 3
split_gain=8.17967e+11 4.37632e+12 1.04188e+13 1.37496e+13 1.11143e+13 1.09113e+13 2.22321e+13 3.08388e+13 1.8409e+13 3.12233e+13 2.92162e+13 3.07876e+13 1.61612e+13 2.31132e+13 1.48379e+13 1.95309e+13 2.16191e+13 1.35172e+13 1.27142e+13 3.03538e+13 2.43451e+13 1.06909e+13 2.73332e+13 1.21834e+13 1.06432e+13 1.28474e+13 1.12823e+13 1.51983e+13 1.03174e+13 1.01463e+13
threshold=83.000013850000016 59.010000000000012 54.710000000000008 1.5000000000000002 63.565651350000003 5.5000000000000009 5.5000000000000009 83.002084650000015 55.014210500000011 58.605000000000011 54.998919050000005 58.005000000000003 83.011163250000024 83.015546400000019 1.5000000000000002 52.02416370000001 58.005000000000003 58.755000000000003 3.5000000000000004 57.715000000000011 55.018166200000003 57.715000000000011 83.117716000000016 56.805000000000007 83.002084650000015 55.029726000000004 4.5000000000000009 58.605000000000011 53.310923100000004 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 21 -2 12 8 -8 9 10 28 -12 -5 -14 15 -9 -17 -11 -10 20 -20 22 23 -4 -21 -26 27 -27 -7 -16
right_child=1 -3 3 5 -6 6 7 14 18 17 11 -13 13 -15 29 16 -18 -19 19 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=16.235172641283793 -169.5418071451042 -570.60129939724334 46326.894280160763 26388.025911648474 10569.671865051141 -6386.9187121753966 -7885.3181590874347 -64670.654928977281 -1930.7904284241592 -9819.6358786292112 45029.333701636904 14987.650660689158 -36296.162787718415 -621.80347809899331 5751.7679242499416 11617.815062312518 -13982.884711086666 11161.57277473001 -63874.527490942033 -3042.2300692471595 -1575.9748142762116 -4282.4253692730053 -1394.6191110401587 8274.4619114231427 41193.217848674612 -8471.9166553784435 4908.8080243716031 37120.004287737574 13211.22718502335 -2267.6738802159698
leaf_weight=3601077 281165 149710 195 214 967 355 2964 55 2319 705 630 744 186 7700 10241 544 838 544 69 209 690 5920 1494 148 257 93 460 342 1104 1865
leaf_count=3601077 281165 149710 195 214 967 355 2964 55 2319 705 630 744 186 7700 10241 544 838 544 69 209 690 5920 1494 148 257 93 460 342 1104 1865
internal_value=0 -123.674 83.465 1575.37 -132.733 2462.75 3495.21 1353.86 7643.46 12490.5 18297.6 28762.2 -727.399 -1463.22 3375.93 -6231.35 -3905.62 -681.303 3186.25 8783.62 -7239.48 -2214.41 4450.08 29907.8 17719.4 21486 15827 27372.8 8442.66 4516.33
internal_weight=0 472727 323017 40885 282132 33128 25028 16507 8521 4082 2833 1374 8100 7886 13543 1437 1382 1249 4439 2120 759 7757 1837 343 1361 1152 895 435 1459 12106
internal_count=4073804 472727 323017 40885 282132 33128 25028 16507 8521 4082 2833 1374 8100 7886 13543 1437 1382 1249 4439 2120 759 7757 1837 343 1361 1152 895 435 1459 12106
is_linear=0
shrinkage=0.1


Tree=2777
num_leaves=31
num_cat=0
split_feature=4 6 1 1 0 1 6 0 6 6 6 1 6 1 4 0 0 4 5 6 1 6 1 6 6 1 6 6 6 0
split_gain=8.17713e+11 5.98524e+12 1.7711e+13 2.4843e+13 2.11924e+13 7.48301e+13 6.53996e+13 2.33083e+13 2.22427e+13 1.90846e+13 4.56351e+13 2.90369e+13 6.20735e+13 4.60253e+13 3.15851e+13 4.93792e+13 2.84147e+13 2.63574e+13 6.07993e+13 6.69775e+13 5.72785e+13 6.35475e+13 5.06293e+13 6.67618e+13 6.15152e+13 4.31721e+13 3.68711e+13 3.97382e+13 3.57396e+13 3.2009e+13
threshold=3.5000000000000004 47.420000000000009 38.247071200000008 40.377616600000003 45.053967500000006 40.024897700000004 69.605000000000004 45.022979600000006 54.710000000000008 108.05000000000001 104.01000000000001 39.777866350000004 110.01500000000001 39.908802000000009 2.5000000000000004 43.687280500000007 43.6005307 2.5000000000000004 3.5000000000000004 71.715000000000018 39.723160900000003 53.995000000000012 39.652459050000012 49.010000000000012 67.91500000000002 39.843340650000009 50.995000000000012 48.410000000000004 55.015000000000008 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 17 12 -11 -13 -14 16 -16 -4 19 20 22 26 -19 -24 28 -23 27 -22 -25 -20
right_child=-2 2 3 -5 8 6 -8 -9 -10 11 -12 13 14 -15 15 -17 -18 18 29 -21 21 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=625.69087517813421 -11.113870095742612 -3101.1697969070019 -6896.3826443384087 -952.56462254750375 -338.16051617071963 24969.250158361487 236925.34754231773 -11215.605423749957 6724.239155090554 -168198.65023674245 103998.78622159091 97457.495774147741 28325.286269531251 -53868.543565244938 -66126.536383928571 -152520.70526785715 54061.048416385136 5278.0873774937227 -154765.66900201613 44633.976388888892 61500.958208451702 -71654.798997672871 -113460.40873579547 36564.114587279044 -100316.08988281251 -10158.490320594032 71576.622411572811 -42762.344607515952 115423.43330719662 -28891.545296504584
leaf_weight=132550 3837650 19535 2006 56710 6669 37 24 2280 13460 33 44 44 80 37 42 35 37 966 31 486 55 235 22 99 20 222 91 109 137 58
leaf_count=132550 3837650 19535 2006 56710 6669 37 24 2280 13460 33 44 44 80 37 42 35 37 966 31 486 55 235 22 99 20 222 91 109 137 58
internal_value=0 180.607 -388.828 241.435 2716.37 -1927.52 108362 -2865.95 4384.37 1027.93 2647.98 -23067.6 -41408.9 28333.3 -19841.5 -53642.8 -9836.15 1665.07 8450.64 11409.5 3154.35 -19465.1 16100.5 53706.5 68072.4 -41781.3 20529.1 -7795.99 82342.6 -72735.3
internal_weight=0 236154 103604 84069 27359 7230 61 7169 20129 4889 4581 308 227 81 194 114 79 4537 2531 2442 1956 712 1244 278 256 457 255 164 236 89
internal_count=4073804 236154 103604 84069 27359 7230 61 7169 20129 4889 4581 308 227 81 194 114 79 4537 2531 2442 1956 712 1244 278 256 457 255 164 236 89
is_linear=0
shrinkage=0.1


Tree=2778
num_leaves=31
num_cat=0
split_feature=4 5 2 0 1 6 6 6 0 0 0 0 1 0 0 0 0 0 1 1 4 0 1 1 2 2 1 6 0 1
split_gain=7.99706e+11 2.54008e+12 8.09236e+12 5.59662e+12 1.30813e+13 4.62314e+12 4.13336e+12 4.7247e+12 9.34266e+12 7.24271e+12 3.62359e+12 4.72198e+12 4.89206e+12 3.81594e+12 3.41402e+12 8.03897e+12 5.73958e+12 4.38711e+12 7.40229e+12 7.94125e+12 4.3064e+12 4.63579e+12 6.10209e+12 3.6699e+12 3.66765e+12 4.64871e+12 3.74921e+12 6.22537e+12 3.65518e+12 9.90648e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.685785750000008 37.401708450000008 31.410000000000004 75.605000000000004 247.90000000000001 56.342669500000007 56.228352100000002 44.878071950000013 47.267650700000011 38.948208550000011 47.207933300000008 55.061158000000006 55.883833400000007 55.82518790000001 46.323575350000006 34.382014200000008 38.958307950000012 1.5000000000000002 45.063245050000006 39.231261550000006 82.956351500000011 7029.0000000000009 8299.5000000000018 56.240615550000008 57.995000000000012 55.910578700000009 37.978059650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 14 8 9 -8 -4 12 -12 -14 17 16 23 18 -7 -20 21 -21 -23 -16 26 -26 27 -19 29 -17
right_child=-2 -3 5 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 15 28 -18 24 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1908.8711203846067 -7.4552182712803345 530.85287477923237 6487.2874177391732 3299.7668154761909 104845.82071940105 45664.50367934283 23034.900109375001 -13658.653064903847 -32745.504765625003 90840.108695652176 5993.8780018102661 1145.8783274790969 -2782.8363287846951 -11688.400571175191 -124.46392671746389 -85050.853164062501 17447.799049576937 -6021.7579862283055 -9675.0282837009308 5242.4344401773178 -957.35774462514712 57562.913841070134 9004.9661725792521 9867.0841437755298 -57030.836221590907 -10491.205070486925 1442.1272426318301 -59507.436363636371 -2900.1203025979489 2727.521647135417
leaf_weight=22 3961637 85228 966 42 24 34 50 39 20 23 458 10162 1707 670 1549 20 283 2008 781 445 1169 43 65 482 22 879 811 22 4107 36
leaf_count=22 3961637 85228 966 42 24 34 50 39 20 23 458 10162 1707 670 1549 20 283 2008 781 445 1169 43 65 482 22 879 811 22 4107 36
internal_value=0 263.312 -583.12 29692 53789.2 -682.342 -2048.13 15556.6 27808.1 44398.2 578.3 139.115 -3469.61 -5293.03 -2230.31 -619.539 4105.82 -3891.87 -681.649 -1311.2 2482.15 9753 28338.2 2246.75 -6068.34 -11627.6 -4305.28 -6601.41 -3246.13 -28621.9
internal_weight=0 112167 26939 88 46 26851 12888 132 93 73 13963 12997 2835 2377 12756 6477 2314 6279 2537 2503 1722 553 108 2031 3742 901 2841 2030 4163 56
internal_count=4073804 112167 26939 88 46 26851 12888 132 93 73 13963 12997 2835 2377 12756 6477 2314 6279 2537 2503 1722 553 108 2031 3742 901 2841 2030 4163 56
is_linear=0
shrinkage=0.1


Tree=2779
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 4 0 0 0 4 6 4 6 5 6 6 3 0 3 6 6 6 0 3 0 0 1 0 0
split_gain=7.52554e+11 3.91218e+12 1.60211e+13 4.14848e+13 3.77046e+13 2.43173e+13 3.10981e+13 2.43314e+13 2.40348e+13 2.18384e+13 1.90901e+13 1.78188e+13 3.35128e+13 2.15179e+13 2.26818e+13 1.71513e+13 1.55721e+13 2.92594e+13 1.90091e+13 2.01974e+13 1.8297e+13 1.53316e+13 1.48006e+13 1.47589e+13 1.42294e+13 1.36866e+13 4.3277e+13 7.51637e+13 3.67122e+13 3.61871e+13
threshold=3338.0000000000005 56.805602900000004 56.128886000000001 54.62357655000001 58.603553700000006 55.90712030000001 10.500000000000002 57.978821400000008 58.010305850000002 57.892117950000006 8.5000000000000018 130.05000000000004 18.500000000000004 138.05000000000004 4.5000000000000009 125.02000000000002 101.02000000000002 4.5000000000000009 58.010305850000002 2.5000000000000004 112.00500000000001 91.02500000000002 67.91500000000002 61.78914120000001 7.5000000000000009 57.978821400000008 58.603553700000006 59.317422600000008 59.699368850000006 61.78914120000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -5 -7 -4 -11 15 13 -13 24 16 -12 18 -18 -20 -19 23 -8 -9 -15 -3 27 -27 -28 -30
right_child=1 25 4 5 -6 6 22 21 -10 10 11 12 -14 14 -16 -17 17 20 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-35.779164518195842 337.84607807756555 16.199769905642636 -29861.409281037162 -45812.907015361488 -15338.831820280417 -6292.7765391332832 -11571.360799517715 -8093.460555558524 8236.7643529535635 7470.9173320849604 1232.316171073714 162201.13703125002 -62318.617405192053 -57545.668675595247 126172.45473410867 -63935.227031249997 118608.11785590279 29036.815285011573 -47195.045546875001 94922.450869140623 -35775.275256849316 -83263.766757812511 -36668.15359249631 -41542.032990301726 57536.2653409091 -53224.917572706909 10262.664783463795 -6897.9494894488962 -15079.241026703354 -29.073854542136225
leaf_weight=2406287 307336 1302719 195 252 1111 2586 1140 1462 2034 8896 16231 20 24 21 22 40 45 108 20 20 73 30 296 145 22 374 2945 5508 1843 11999
leaf_count=2406287 307336 1302719 195 252 1111 2586 1140 1462 2034 8896 16231 20 24 21 22 40 45 108 20 20 73 30 296 145 22 374 2945 5508 1843 11999
internal_value=0 51.6306 353.105 153.414 2698.11 -6980.95 -3891.13 -16886.7 103.995 3476.72 3731.24 1732.68 42032.2 71495.9 43586.7 1467.05 1625.63 25625.2 74022.5 23863.7 2897.13 -12433.8 -16744.5 -11111.5 1333.46 -26.1905 -2462.23 -9843.59 124.123 -2032.94
internal_weight=0 1.66752e+06 342129 315281 26848 7945 6056 1889 4620 25737 25542 16646 109 85 65 16537 16497 266 85 40 181 1637 1436 1607 43 1.32539e+06 22669 5882 16787 13842
internal_count=4073804 1667517 342129 315281 26848 7945 6056 1889 4620 25737 25542 16646 109 85 65 16537 16497 266 85 40 181 1637 1436 1607 43 1325388 22669 5882 16787 13842
is_linear=0
shrinkage=0.1


Tree=2780
num_leaves=31
num_cat=0
split_feature=2 5 6 6 1 0 4 2 6 6 4 6 3 4 6 3 6 0 3 3 2 0 3 3 5 4 1 6 3 6
split_gain=7.44712e+11 9.49889e+11 8.50578e+11 1.36056e+12 7.671e+11 3.31808e+12 3.89761e+12 2.81804e+12 5.36544e+12 3.38543e+12 3.51309e+12 3.7645e+12 4.27975e+12 5.66144e+12 3.33776e+12 3.42109e+12 2.93168e+12 2.88452e+12 8.22048e+12 5.17825e+12 3.78263e+12 6.29709e+12 2.74245e+12 8.05684e+12 4.60158e+12 6.51937e+12 3.97468e+12 3.24499e+12 1.33494e+13 4.37098e+12
threshold=15792.500000000002 2.5000000000000004 53.310000000000009 42.205000000000005 113.48479755000001 63.565651350000003 4.5000000000000009 12544.500000000002 74.615000000000009 30.025000000000002 12.500000000000002 21.020000000000003 2.5000000000000004 5.5000000000000009 31.995000000000001 3.5000000000000004 57.995000000000012 60.753246850000004 7.5000000000000009 4.5000000000000009 9907.0000000000018 51.707269950000004 14.500000000000002 13.500000000000002 1.5000000000000002 15.500000000000002 118.02765200000002 64.015000000000015 16.500000000000004 53.310000000000009
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=4 2 3 -2 -1 7 -7 9 14 10 11 12 -6 -14 -9 16 -16 20 19 -19 -13 -22 23 -11 26 -26 -25 29 -29 -24
right_child=1 -3 -4 -5 5 6 -8 8 -10 22 -12 17 13 -15 15 -17 -18 18 -20 -21 21 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=-3.2698123773254988 -21932.570857878658 9407.1768002717399 -30935.499267578125 8478.0445591517855 -5738.3148237979776 -125.13037860576924 -58048.238671875006 37205.243684895831 58881.526624644888 727.50339386483483 -43360.900747282612 -20705.859268130898 -41.237772253787881 42589.263727323887 773.22038544804218 -22474.67763888889 38193.067645263676 -15706.163716264207 38892.133328124997 -59503.035055443557 28187.309049479169 -4043.3596199998874 -10697.431770833333 30773.461252663357 81823.796954571764 19128.386155523254 -30822.088593749999 -41106.363213117736 41911.6776484375 32955.260510253909
leaf_weight=4047598 31 23 21 28 132 26 21 30 22 24293 23 106 66 59 83 45 28 209 25 31 69 499 81 22 27 43 20 86 25 32
leaf_count=4047598 31 23 21 28 132 26 21 30 22 24293 23 106 66 59 83 45 28 209 25 31 69 499 81 22 27 43 20 86 25 32
internal_value=0 -8502.96 -13652.1 -7500.41 0.214987 540.577 -26005.7 588.461 12181.6 495.171 -4649 -3904.54 6819.41 20080.4 6657.96 783.479 10212.5 -6839.63 -15678.8 -21363.3 -3364.29 -128.014 749.779 850.874 27610.2 43310.9 1442.25 -10264.6 -22408.6 1664.39
internal_weight=0 103 80 59 4.0737e+06 26103 47 26056 208 25848 1219 1196 257 125 186 156 111 939 265 240 674 568 24629 24405 112 70 42 224 111 113
internal_count=4073804 103 80 59 4073701 26103 47 26056 208 25848 1219 1196 257 125 186 156 111 939 265 240 674 568 24629 24405 112 70 42 224 111 113
is_linear=0
shrinkage=0.1


Tree=2781
num_leaves=31
num_cat=0
split_feature=2 0 1 6 0 0 2 1 7 0 6 4 1 2 0 4 7 4 6 6 4 0 6 0 7 1 4 0 4 6
split_gain=7.48841e+11 5.64537e+12 5.53574e+12 3.84747e+13 3.31335e+13 6.51214e+13 4.54123e+13 4.53353e+13 8.29044e+13 6.35405e+13 6.7911e+13 5.79188e+13 4.29771e+13 4.57645e+13 4.29768e+13 4.32751e+13 4.90386e+13 4.25666e+13 9.13632e+13 5.00946e+13 4.08095e+13 3.96387e+13 7.28713e+13 6.24642e+13 4.3899e+13 9.12779e+13 3.66482e+13 5.30562e+13 6.49019e+13 5.50628e+13
threshold=451.00000000000006 56.802121050000004 37.131181300000009 142.05000000000004 55.554045200000012 55.749683450000006 75.000000000000014 36.865631950000008 6.0000000000000009 55.60524465000001 78.605000000000004 9.5000000000000018 36.865631950000008 75.000000000000014 55.520061350000013 4.5000000000000009 6.0000000000000009 9.5000000000000018 90.045000000000016 56.010000000000012 18.500000000000004 55.850146250000009 99.050000000000011 55.858844800000007 6.0000000000000009 36.555998300000006 4.5000000000000009 55.81943720000001 3.5000000000000004 55.015000000000008
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 4 12 6 -6 -8 9 10 -9 -12 -1 -14 -15 16 -16 18 -11 -19 -10 22 24 -23 25 -7 27 28 -27 -30
right_child=-2 -3 -4 -5 5 21 7 8 20 17 11 -13 13 14 15 -17 -18 19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=13.236934908216103 -19.145863404936318 -41263.806711647732 163.85929677079528 -61583.319735863101 59570.503572162837 -45250.720140569989 -3396.5424320233128 634.30443726387978 -71643.499478797807 -10294.258248988179 -53259.308559782607 126553.27889178242 -7453.5857195427252 54146.196175255405 22107.184726715088 10400.139550244443 161168.84568452381 -15624.779551053301 166116.63963541668 -49576.602226179602 41563.964082031249 -29329.552740223498 184852.52320507812 888.81384388399226 -3624.9972911802661 61437.920603170962 10313.513218814038 28071.160827944092 46934.163789062499 250151.05861572266
leaf_weight=5299 3396489 33 643176 105 95 142 5012 761 353 1371 23 81 583 390 64 1137 42 1041 30 746 35 718 25 14468 833 170 244 278 20 40
leaf_count=5299 3396489 33 643176 105 95 142 5012 761 353 1371 23 81 583 390 64 1137 42 1041 30 746 35 718 25 14468 833 170 244 278 20 40
internal_value=0 96.0096 98.0248 -1143.49 -956.845 -2619.66 -9223.98 -9915.35 -17272.3 -13044.9 10992.6 86787 4903.61 16597.7 25184.3 16097.3 77207.1 -19567 -6516.72 -29798.3 -61431.5 1103.22 15345.6 -539.922 12891.9 28281.7 42166.8 57466.4 92996.4 182412
internal_weight=0 677315 677282 34106 34001 26486 9548 9453 4441 4053 865 104 7515 2216 1633 1243 106 3188 1401 1787 388 16938 1752 15186 1727 894 752 508 230 60
internal_count=4073804 677315 677282 34106 34001 26486 9548 9453 4441 4053 865 104 7515 2216 1633 1243 106 3188 1401 1787 388 16938 1752 15186 1727 894 752 508 230 60
is_linear=0
shrinkage=0.1


Tree=2782
num_leaves=31
num_cat=0
split_feature=6 0 1 1 0 5 0 1 1 3 3 5 0 3 0 0 0 0 5 0 3 2 0 0 1 5 1 1 3 1
split_gain=7.7632e+11 1.81442e+12 1.85183e+12 1.39765e+13 5.84207e+12 5.12908e+12 1.66e+13 1.22033e+13 1.35321e+13 1.35794e+13 1.01759e+13 6.84092e+12 7.77646e+12 7.89267e+12 7.511e+12 1.97336e+13 7.48608e+12 7.01329e+12 1.28679e+13 1.21428e+13 1.08495e+13 9.08029e+12 1.13621e+13 6.74178e+12 6.12271e+12 7.93039e+12 9.49264e+12 7.3695e+12 8.64385e+12 5.68787e+12
threshold=247.90000000000001 63.565651350000003 39.079932600000006 39.231261550000006 45.040161900000008 4.5000000000000009 59.864072000000007 38.989878900000008 37.290808600000013 3.5000000000000004 9.5000000000000018 1.5000000000000002 56.067362750000008 8.5000000000000018 60.034792100000011 59.91832440000001 59.825842200000004 45.063245050000006 2.5000000000000004 45.040161900000008 5.5000000000000009 75.000000000000014 55.685785750000008 47.139841100000005 30.362494150000003 2.5000000000000004 37.343102500000008 37.978059650000013 2.5000000000000004 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 23 -11 12 13 29 15 17 -14 18 -13 20 -20 22 -19 -10 -23 -26 -27 -28 -29 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 14 16 -15 -16 -17 -18 21 19 -21 -22 24 -24 -25 25 26 27 28 -30 -31
leaf_value=-1.2226176663229653 -46278.970812500003 30177.779048295455 -24063.027845982142 992.23670635635051 -94826.62062500001 56298.954910714288 -80176.532941545767 74234.009375000009 -103306.47561141306 54690.376201923078 -19667.175682043653 -20842.826533564818 75618.688515625006 -53361.431163969501 -43274.273085937501 97640.486614583337 3018.3318110251912 -6391.2321614583343 -17717.405400815216 117911.7354654948 82989.893125000002 44017.437375000009 76936.299435763896 -23920.704609375 9808.525331088953 -88509.887276785725 33396.061979166669 2446.2412802419358 -76584.612859375004 6844.090299166166
leaf_weight=4070611 25 22 28 2224 20 28 28 21 23 26 63 27 20 42 20 30 49 30 23 24 20 25 36 20 114 21 24 31 25 104
leaf_count=4070611 25 22 28 2224 20 28 28 21 23 26 63 27 20 42 20 30 49 30 23 24 20 25 36 20 114 21 24 31 25 104
internal_value=0 1558.66 1360.1 -160.019 -53547.9 5201.83 -8522.5 2562.1 -6844.84 -20239 2055.26 9358.91 -4275.4 -15709.8 16630.5 19416.8 24061.9 13550 37440.7 60928 29123.2 6211.09 39060.1 -66382.9 -2822.4 -8268.89 -28673.1 -12966 -32835.4 -3451.08
internal_weight=0 3193 3171 2272 48 899 209 181 160 132 89 690 240 171 450 430 69 400 94 67 43 306 66 43 240 215 101 80 56 129
internal_count=4073804 3193 3171 2272 48 899 209 181 160 132 89 690 240 171 450 430 69 400 94 67 43 306 66 43 240 215 101 80 56 129
is_linear=0
shrinkage=0.1


Tree=2783
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 6 3 4 0 4 4 6 6 4 7 4 6 6 6 7 6 0 6 7 0 4 6 4 0 6
split_gain=7.38763e+11 4.42862e+12 1.18778e+13 3.47822e+13 3.51459e+13 4.00699e+13 3.39974e+13 1.90493e+13 5.93453e+13 5.40821e+13 7.54683e+13 3.16112e+13 2.78587e+13 2.60061e+13 2.57049e+13 2.17699e+13 2.00719e+13 1.96139e+13 1.88784e+13 3.03432e+13 1.744e+13 1.69504e+13 3.3194e+13 1.82201e+13 1.59398e+13 6.73013e+13 5.87669e+13 5.7666e+13 5.57381e+13 6.78346e+13
threshold=30.226173900000003 30.205407000000005 60.028671700000011 60.002985000000002 24.500000000000004 89.00500000000001 11.500000000000002 18.500000000000004 60.034792100000011 11.500000000000002 12.500000000000002 82.00500000000001 87.395000000000024 15.500000000000002 6.0000000000000009 22.500000000000004 56.205000000000005 63.855000000000011 89.00500000000001 6.0000000000000009 38.010000000000012 60.01610465000001 89.00500000000001 6.0000000000000009 59.933037250000005 12.500000000000002 98.020000000000024 13.500000000000002 59.990753350000013 49.895000000000003
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 24 5 20 -7 8 9 -4 16 -9 13 14 -10 18 -11 -16 -13 -20 -5 22 23 -6 -3 26 28 -27 -26 -30
right_child=-2 2 7 4 21 6 -8 11 12 10 -12 15 -14 -15 17 -17 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=38.840913832864544 6.8279832139595698 -5876.3818181464376 16590.969420303252 1450.7748473348497 3426.3214388847355 -35167.605406383169 -132662.60988170697 -2967.9064206298572 8798.2463404614737 113345.80716488487 -7109.9517509264833 157401.82827380951 -77032.350817587212 31393.678016370181 -17377.207145281536 14590.005979877438 216820.0334670608 -103175.86869612068 130362.98658854168 -19407.258064516132 -20496.820442783981 -17512.005668493821 127573.81517857144 72423.701666666675 -29495.450466073144 48604.725254065044 76208.270604011195 6494.1640652810111 -13054.103212237511 102038.41070235404
leaf_weight=84130 3971697 3209 169 474 256 110 53 5704 679 38 39 21 43 287 328 218 37 29 24 31 1533 146 28 45 1068 369 67 2739 157 76
leaf_count=84130 3971697 3209 169 474 256 110 53 5704 679 38 39 21 43 287 328 218 37 29 24 31 1533 146 28 45 1068 369 67 2739 157 76
internal_value=0 -265.591 -1690.29 -3901.88 -13792.8 -19186 -66868.4 1297.25 10816.2 52494.9 105721 -1319.74 2181.39 4755.99 -2623.37 30657 164393 -24346.8 76743.8 45947 -15313.4 10845.3 23429.4 13741.5 -497.646 3358.56 -15124.1 11493.8 -19827.6 24486.8
internal_weight=0 102107 17977 10330 2645 2170 163 7647 1649 283 114 5998 1366 1323 1036 294 75 357 76 55 2007 475 329 301 7685 4476 1368 3108 1301 233
internal_count=4073804 102107 17977 10330 2645 2170 163 7647 1649 283 114 5998 1366 1323 1036 294 75 357 76 55 2007 475 329 301 7685 4476 1368 3108 1301 233
is_linear=0
shrinkage=0.1


Tree=2784
num_leaves=31
num_cat=0
split_feature=4 0 1 1 1 6 4 4 6 6 6 4 3 0 4 3 4 1 0 3 6 3 1 6 6 3 6 4 6 6
split_gain=7.38651e+11 5.71129e+12 2.92809e+13 2.54107e+13 4.83527e+13 5.18556e+13 3.83008e+13 7.65973e+13 8.91944e+13 6.4001e+13 5.51644e+13 4.88977e+13 4.16911e+13 4.87578e+13 3.58342e+13 4.8833e+13 3.33648e+13 3.03832e+13 4.03798e+13 6.2633e+13 7.81975e+13 3.22118e+13 3.20284e+13 3.43509e+13 1.16463e+14 5.68945e+13 5.55317e+13 4.26185e+13 3.56614e+13 4.81685e+13
threshold=9.5000000000000018 44.878071950000013 37.755233900000007 39.749243900000003 39.777866350000004 116.05000000000001 15.500000000000002 16.500000000000004 86.920000000000016 71.715000000000018 41.990000000000002 17.500000000000004 6.5000000000000009 43.6005307 22.500000000000004 12.500000000000002 11.500000000000002 39.803839700000005 43.550475500000012 7.5000000000000009 67.445000000000007 3.5000000000000004 39.908802000000009 78.605000000000004 81.705000000000013 15.500000000000002 39.995000000000012 10.500000000000002 91.02500000000002 108.05000000000001
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 12 10 9 14 -8 -11 -5 16 -9 -16 -14 18 19 20 21 -6 23 25 -25 26 -19 -26 -29 -30
right_child=1 -3 3 4 17 -7 7 8 -10 11 -12 -13 13 -15 15 -17 -18 22 -20 -21 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=-45.715274347555543 -6593.7264483163017 65.392435546496102 2412.8258122830289 -25273.872574258265 1720.8470703125001 116748.91798967634 -21178.090974285853 -29072.233825165506 -154847.1368923611 218415.32153320312 -95950.353359326182 18582.639500000001 15125.877047776443 -21776.095644089866 96728.237449596782 -55379.0232788086 92625.52992308313 3420.3560507284633 830.49515745811868 152437.06849888395 -140614.2516304348 165559.59755859376 -573.9973035742413 236150.02407670455 -134652.68926630434 102198.07154356061 -50130.644918387283 -107313.77088068181 105755.27533052885 -16163.362883811773
leaf_weight=1892492 7918 2127517 22285 519 24 28 163 215 36 24 250 25 130 177 62 32 97 296 194 56 23 24 20419 22 23 33 560 22 52 86
leaf_count=1892492 7918 2127517 22285 519 24 28 163 215 36 24 250 25 130 177 62 32 97 296 194 56 23 24 20419 22 23 33 560 22 52 86
internal_value=0 39.6623 -977.93 -8.68864 -2296.05 -18250.6 -20435.6 -36348.3 -4805.77 10282.2 -66439.8 116460 -6522.72 17566 -6555.04 44947 48242.5 -1011.44 29527.1 73362.8 10994.4 83640.2 -1467.11 -18136.7 18764 -26645.9 -31613 -7369.89 10927 29777
internal_weight=0 2.18131e+06 53795 45877 23592 1758 1730 807 394 358 413 49 923 404 309 94 227 21834 321 127 71 48 21513 1094 205 889 856 183 160 138
internal_count=4073804 2181312 53795 45877 23592 1758 1730 807 394 358 413 49 923 404 309 94 227 21834 321 127 71 48 21513 1094 205 889 856 183 160 138
is_linear=0
shrinkage=0.1


Tree=2785
num_leaves=31
num_cat=0
split_feature=4 7 0 0 0 4 0 0 1 1 3 1 1 1 6 3 2 6 1 1 3 1 0 1 1 3 0 1 6 5
split_gain=7.60511e+11 5.60615e+12 2.38812e+13 8.45302e+13 4.60913e+13 4.79262e+13 4.44899e+13 4.45081e+13 4.2755e+13 1.38023e+14 9.6192e+13 1.85248e+14 1.3213e+14 7.26496e+13 5.70475e+13 3.91173e+13 4.17012e+13 4.0767e+13 6.98141e+13 1.12396e+14 8.51217e+13 9.28908e+13 4.83824e+13 4.73589e+13 7.27949e+13 4.12438e+13 4.12758e+13 3.97343e+13 3.97216e+13 6.90584e+13
threshold=19.500000000000004 6.0000000000000009 55.743464250000009 55.834019500000004 55.753967500000009 23.500000000000004 56.818587550000011 56.850115550000005 37.702956500000006 37.618684050000006 8.5000000000000018 37.534144550000008 37.563506350000004 37.649344350000007 46.805000000000007 14.500000000000002 75.000000000000014 60.910000000000004 37.488790500000007 37.475446350000006 7.5000000000000009 37.563506350000004 55.768246800000007 37.517483500000004 37.563506350000004 10.500000000000002 55.783232450000007 37.503969450000007 63.140000000000008 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 8 15 -5 -8 9 10 11 -4 -12 14 -11 16 17 18 19 25 23 -22 -19 27 -25 26 -6 -20 -24 -30
right_child=1 -3 3 6 5 -7 7 -9 -10 13 12 -13 -14 -15 -16 -17 -18 22 20 -21 21 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=15.687130808541477 -1670.5472109674524 151.03638033656122 61105.600246710528 -4030.2193222819633 -10782.120618489585 931.55423414904044 13357.328735879752 363.08169907015287 39754.825110149977 -52131.454557291669 38528.87251840777 -252995.72232142859 260889.30258928571 -12569.050880561441 -253497.99540441178 778.70603908345356 11490.678533056089 -54068.575643887365 20678.618701171876 -174913.75229166669 190015.9681298325 61530.478780626894 -99391.474184782608 182197.75866765203 27086.378517389876 -41103.050317796617 92327.774350142048 -145433.60221354169 90868.441928033775 -1870.2604155707606
leaf_weight=3599339 93291 293394 57 25736 60 6976 2795 46322 809 24 113 28 35 59 34 1538 2056 91 36 30 97 134 23 37 166 59 110 24 137 194
leaf_count=3599339 93291 293394 57 25736 60 6976 2795 46322 809 24 113 28 35 59 34 1538 2056 91 36 30 97 134 23 37 166 59 110 24 137 194
internal_value=0 -119.004 -556.558 627.37 8094.68 6220.76 -662.222 1102.52 27121.7 -2078.95 42420.7 -42363.1 91114.1 -90698 -170174 13920.6 20132 34962.3 49143.4 7091.26 71190.9 115483 10966.1 32287.8 55357.9 30934.7 55936 -45766.3 27684 36514
internal_weight=0 474465 181071 87780 12927 11768 74853 49117 1159 350 233 85 148 117 58 4792 3254 1198 753 259 494 231 445 263 203 229 170 60 354 331
internal_count=4073804 474465 181071 87780 12927 11768 74853 49117 1159 350 233 85 148 117 58 4792 3254 1198 753 259 494 231 445 263 203 229 170 60 354 331
is_linear=0
shrinkage=0.1


Tree=2786
num_leaves=31
num_cat=0
split_feature=0 4 6 1 1 1 6 1 6 6 1 1 1 0 6 5 4 6 6 0 0 6 3 0 1 6 4 6 1 4
split_gain=7.6559e+11 6.41645e+12 1.71902e+13 2.94285e+13 8.37311e+12 3.24506e+13 1.21503e+13 1.10731e+13 2.01655e+13 8.65935e+12 1.42059e+13 9.14506e+12 2.07295e+13 7.03365e+12 7.11596e+12 7.37118e+12 6.30753e+12 1.36819e+13 1.63818e+13 1.26297e+13 3.843e+13 6.32707e+13 1.97247e+14 5.04349e+13 4.92846e+13 8.70952e+13 2.8589e+13 2.8611e+13 2.48579e+13 2.42811e+13
threshold=55.026775150000006 1.5000000000000002 128.05000000000004 50.815483650000004 37.843405600000004 37.649344350000007 49.895000000000003 37.978059650000013 50.795000000000009 55.015000000000008 37.600779750000008 30.084656550000002 30.472130500000002 55.046782850000007 55.405000000000008 1.5000000000000002 6.5000000000000009 32.515000000000008 25.305000000000003 54.992080650000005 55.007293000000011 93.050000000000011 4.5000000000000009 55.018166200000003 83.00362155000002 80.720000000000013 3.5000000000000004 94.02500000000002 83.011163250000024 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=16 2 4 -4 5 9 -7 8 -6 10 -2 -11 -13 -9 -15 -16 19 18 -18 -1 24 -22 23 -23 25 -21 -27 -28 -26 -30
right_child=1 -3 3 -5 7 6 -8 13 -10 11 -12 12 -14 14 15 -17 17 -19 -20 20 21 22 -24 -25 28 26 27 -29 29 -31
leaf_value=-152.09168859301636 3953.2313950740486 -44.631588537726117 -141393.65896661932 13159.895619419643 -197.90656654094829 -34699.909673713235 -123655.0916294643 -21783.773506586604 130325.639921875 38455.131024639428 86097.966956676144 -113611.80000849185 -11833.193898347137 2989.9249322188816 60845.497682291665 10717.892980508524 1881.2279708046078 266.01468453238584 -2090.4242865797473 -12112.295999197784 1026.7961007400252 62407.714603917746 330539.00312500005 -85331.547098214287 18383.212570328968 -2314.4121271306822 -94534.325115266402 -225415.53084239131 -1724.0600131095498 -83773.697719594595
leaf_weight=543623 489 2354438 22 28 29 34 28 94 20 26 22 23 154 2786 30 1323 13152 1095109 49369 4612 5921 68 24 35 771 22 61 23 1431 37
leaf_count=543623 489 2354438 22 28 29 34 28 94 20 26 22 23 154 2786 30 1323 13152 1095109 49369 4612 5921 68 24 35 771 22 61 23 1431 37
internal_value=0 -36.9506 3503.44 -54843.7 4080.22 -5477.32 -74873.2 5812.28 53077 548.649 7489.8 -16923.9 -25058.7 5265.15 5879.46 11829.4 50.8597 183.871 -1254.94 -225.767 -3305.46 2524.75 72362.6 12205.1 -8373.91 -14172.1 -103793 -130371 3843.99 -3792.07
internal_weight=0 2.35955e+06 5108 50 5058 776 62 4282 49 714 511 203 177 4233 4139 1353 1.71426e+06 1.15763e+06 62521 556628 13005 6048 127 103 6957 4718 106 84 2239 1468
internal_count=4073804 2359546 5108 50 5058 776 62 4282 49 714 511 203 177 4233 4139 1353 1714258 1157630 62521 556628 13005 6048 127 103 6957 4718 106 84 2239 1468
is_linear=0
shrinkage=0.1


Tree=2787
num_leaves=31
num_cat=0
split_feature=4 2 4 6 5 2 2 1 6 1 0 0 7 1 5 6 4 4 6 0 6 0 6 6 6 6 0 6 1 3
split_gain=8.99814e+11 5.06661e+12 9.47167e+12 4.95748e+12 1.22924e+13 2.8589e+13 3.9341e+13 2.71496e+13 2.645e+13 5.76261e+13 6.86954e+13 6.02098e+13 1.39179e+14 5.71493e+13 5.96655e+13 4.75396e+13 6.17401e+13 5.85708e+13 6.06394e+13 4.66134e+13 3.91221e+13 3.88765e+13 3.37303e+13 3.30209e+13 4.67779e+13 3.18734e+13 5.85545e+13 5.8774e+13 1.11804e+14 4.22746e+13
threshold=5.5000000000000009 14624.000000000002 9.5000000000000018 47.005000000000003 2.5000000000000004 36.000000000000007 2632.5000000000005 36.049731800000011 58.605000000000011 49.300375350000003 59.905532300000012 59.91832440000001 6.0000000000000009 49.095306150000006 1.5000000000000002 82.905000000000015 3.5000000000000004 3.5000000000000004 78.010000000000005 45.00849250000001 80.030000000000015 46.323575350000006 53.005000000000003 79.015000000000015 108.05000000000001 63.705000000000005 60.002985000000002 79.710000000000022 30.389265100000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -7 22 10 13 12 20 14 19 17 -17 -15 -19 -10 -12 23 -8 -16 -25 -13 27 -27 29 -29
right_child=1 2 -4 4 -6 6 8 -9 9 -11 11 25 -14 15 21 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-101.44084534706273 -30.250064028246754 34341.23508140487 -32477.619958043986 -7722.1509800307031 -104.45638726423404 -19294.823984916973 76.84326571155367 4616.1215715272501 4862.5813683760798 -6983.9606330064144 -47073.949537088527 6520.0932212039452 200948.39159226191 -36117.325094232328 1770.3201580897826 244181.21605468751 53176.590366210941 39363.766328649508 -62676.172631835943 -30349.646813109735 -129241.0399614726 8077.2399267071514 3709.1901381789426 -18297.224734198357 23970.055597320163 -36586.632199906744 6307.8909268308817 -79749.340719866072 201258.71747685186 3690.8011498063934
leaf_weight=665601 2928579 99 27 3752 281431 482 80266 32079 608 13833 281 1178 21 164 11836 20 110 647 64 985 73 9358 37513 1747 308 1198 989 70 27 458
leaf_count=665601 2928579 99 27 3752 281431 482 80266 32079 608 13833 281 1178 21 164 11836 20 110 647 64 985 73 9358 37513 1747 308 1198 989 70 27 458
internal_value=0 -29.3873 20022.9 75.161 320.306 923.845 1090.79 4262.17 452.392 -1640.35 811.978 -10899.2 -49179.9 2758.03 1812.25 26136.2 82561.9 17753 30178.7 -16910.2 -64018 3095.09 1233.76 -261.246 -11962.3 -7237.17 -13147.5 -24123.7 2778.23 -7371.34
internal_weight=0 2.9287e+06 126 1.1451e+06 479498 198067 194315 32561 161754 43975 30142 4295 375 25847 24842 1005 130 875 711 1593 354 23249 117779 13891 2055 3920 2742 1753 555 528
internal_count=4073804 2928705 126 1145099 479498 198067 194315 32561 161754 43975 30142 4295 375 25847 24842 1005 130 875 711 1593 354 23249 117779 13891 2055 3920 2742 1753 555 528
is_linear=0
shrinkage=0.1


Tree=2788
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 3 3 3 0 0 1 5 7 0 0 3 0 1 1 0 4 1 0 0 1 1 1 1 1
split_gain=8.87251e+11 4.43019e+12 6.72909e+12 1.08113e+13 5.6405e+12 1.06373e+13 7.79008e+12 6.00405e+12 5.92958e+12 5.38603e+12 1.42273e+13 7.15244e+12 6.90366e+12 1.11371e+13 6.40435e+12 1.4214e+13 6.29461e+12 5.35983e+12 1.54194e+13 1.37961e+13 2.46935e+13 2.28932e+13 1.16523e+13 1.04556e+13 3.01338e+13 2.41287e+13 3.04948e+13 1.69821e+13 2.28539e+13 1.48868e+13
threshold=42.005000000000003 42.205000000000005 30.330566300000005 30.205407000000005 59.933037250000005 59.963561900000009 7.5000000000000009 13.500000000000002 3.5000000000000004 59.905532300000012 59.990753350000013 30.472130500000002 1.5000000000000002 6.0000000000000009 54.86311005000001 54.932051950000009 1.5000000000000002 55.676890650000011 82.973036600000015 37.374856000000008 55.554045200000012 19.500000000000004 37.924401400000008 55.82518790000001 55.806294650000005 37.649344350000007 37.563506350000004 37.563506350000004 37.618684050000006 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -6 14 11 12 13 -11 -4 16 -16 18 19 21 -21 -17 -22 24 27 26 -26 -19 -29 -30
right_child=1 -3 9 4 5 7 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 23 -20 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=64.592472343024156 6060.3700437418629 -25.545416575264685 2866.5645318742577 -6980.3960922924443 -60977.315882161463 -22919.286231926308 -80409.675280070762 22114.869961708471 18.74923023897059 101289.06540214343 -4590.0135410080866 -5997.0043040556075 13777.144461495538 23586.606808035714 -54914.098709753787 -3806.0228168326366 -17090.902662612451 -29422.346803088902 14571.42469652796 -4857.8329754924034 -35125.201084418404 99195.475151209685 11789.446328938802 -2960.7967180235719 15406.926630434784 12890.815621798156 165405.03375946972 74461.423453443887 -59780.188616071435 7219.1749216007292
leaf_weight=1397217 240 2665829 2211 201 30 134 53 38 34 39 251 34 42 35 66 71 132 141 326 1925 450 31 60 3381 23 61 33 49 35 632
leaf_count=1397217 240 2665829 2211 201 30 134 53 38 34 39 251 34 42 35 66 71 132 141 326 1925 450 31 60 3381 23 61 33 49 35 632
internal_value=0 -33.7182 -2058.93 -11328.5 -19845.5 -28793.1 -52054.7 -12969.9 -28573.2 -1384.14 9971.21 34337 46159 64537.9 -1857.14 -3265.46 -29698.6 -2540.36 -5901.22 -8531.92 -10041.2 27498.4 -29605.8 -330.911 8798.09 56402.3 103799 2299.03 8545.84 3703.47
internal_weight=0 2.67659e+06 10758 730 490 289 117 172 64 10028 401 150 116 74 9627 7416 198 7218 2863 2537 2435 102 510 4355 974 117 56 857 716 667
internal_count=4073804 2676587 10758 730 490 289 117 172 64 10028 401 150 116 74 9627 7416 198 7218 2863 2537 2435 102 510 4355 974 117 56 857 716 667
is_linear=0
shrinkage=0.1


Tree=2789
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 0 3 4 0 4 7 6 0 0 5 6 0 4 7 3 6 6 3 4 6 4 6 4
split_gain=7.4617e+11 1.65884e+13 1.16251e+14 2.6057e+14 1.31004e+14 1.26036e+14 1.77441e+14 1.42493e+14 9.04281e+13 6.40026e+13 1.0477e+14 1.21025e+14 1.44199e+14 8.08995e+13 6.84699e+13 8.24932e+13 6.26783e+13 6.2369e+13 5.98434e+13 1.05264e+14 1.10316e+14 6.80829e+13 6.2577e+13 5.85257e+13 9.28202e+13 5.83872e+13 1.00778e+14 9.42975e+13 6.546e+13 8.92798e+13
threshold=37.563506350000004 37.586700500000006 55.783232450000007 55.702806750000008 55.883833400000007 74.015000000000015 55.759969450000007 55.759969450000007 20.500000000000004 16.500000000000004 55.554045200000012 23.500000000000004 6.0000000000000009 60.005000000000003 55.520061350000013 55.676890650000011 1.5000000000000002 82.905000000000015 55.79439725000001 14.500000000000002 6.0000000000000009 6.5000000000000009 58.755000000000003 56.505000000000003 5.5000000000000009 7.5000000000000009 42.005000000000003 5.5000000000000009 41.505000000000003 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 9 8 7 -7 -5 17 14 -11 12 13 -12 -2 -16 -13 18 21 20 22 -4 -20 -22 -25 26 27 -9 -27 -30
right_child=1 -3 4 5 -6 6 -8 25 -10 10 11 16 -14 -15 15 -17 -18 -19 19 -21 23 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=87.666681762317239 1034.4705397956018 -5.2307511577810022 -81457.662986072522 74221.261986268946 16346.225111773711 -261051.89382102271 42829.977617612094 10319.701608455884 78076.25475333567 -10247.492908364562 2650.9003899260624 -1710.3916609399112 110245.49901922217 59676.701045875139 -32258.358125180712 6858.7338295766476 -134117.13672790528 30793.488607256688 -4446.5786053249476 -41467.259935152484 5254.2397492439522 1752.4440625 -44717.274370330757 4628.2467163085939 226404.29110054346 -44967.273945835659 5810.8624154519712 222915.68579282408 73717.684305405899 -33138.894170884683
leaf_weight=784033 2604 3273844 362 825 1115 33 46 34 89 1597 751 81 219 372 1986 740 64 201 1657 1630 62 135 503 32 46 224 149 54 174 142
leaf_count=784033 2604 3273844 362 825 1115 33 46 34 89 1597 751 81 219 372 1986 740 64 201 1657 1630 62 135 503 32 46 224 149 54 174 142
internal_value=0 -20.8931 -3240.34 3253.27 -14480.6 39197.3 -84108 45277.9 -21767.4 -3927.84 7537.95 26639.1 36016.6 21541 -10562.1 -21639.6 -60152 -23687.5 -26161.1 -22026.4 -8248.83 -58855.3 -13824.4 77774.7 135419 14546.5 55924.6 140776 -3613.92 25699.9
internal_weight=0 3.28977e+06 15927 10095 5832 1681 79 1602 4717 8414 3084 1487 1342 1123 5330 2726 145 4628 4427 3930 2300 497 2160 140 78 777 237 88 540 316
internal_count=4073804 3289771 15927 10095 5832 1681 79 1602 4717 8414 3084 1487 1342 1123 5330 2726 145 4628 4427 3930 2300 497 2160 140 78 777 237 88 540 316
is_linear=0
shrinkage=0.1


Tree=2790
num_leaves=31
num_cat=0
split_feature=6 6 1 4 6 6 4 6 1 1 3 2 1 1 4 6 3 0 1 7 0 0 0 0 4 2 4 4 1 4
split_gain=7.71021e+11 6.02669e+12 8.18397e+12 8.8569e+12 9.27717e+12 8.80541e+12 7.33067e+12 1.00582e+13 1.36215e+13 1.52658e+13 1.35448e+13 1.61446e+13 1.27163e+13 1.5745e+13 1.47971e+13 1.58371e+13 1.11511e+13 1.01875e+13 8.72999e+12 8.60406e+12 8.45543e+12 1.11787e+13 2.22021e+13 1.07938e+13 2.64979e+13 1.65044e+13 1.09464e+13 2.22358e+13 1.87012e+13 3.9934e+13
threshold=39.005000000000003 38.205000000000005 20.507515800000004 15.500000000000002 38.605000000000011 38.805000000000007 24.500000000000004 38.605000000000011 37.290808600000013 37.331232350000008 6.5000000000000009 75.000000000000014 37.374856000000008 38.999037500000007 29.500000000000004 38.995000000000012 12.500000000000002 55.812023600000011 30.315889700000003 6.0000000000000009 55.988910100000005 56.288960650000007 56.262014700000009 55.866549750000011 22.500000000000004 75.000000000000014 10.500000000000002 12.500000000000002 37.897576350000001 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 20 10 -9 -10 11 -8 -11 14 -14 -16 -17 19 -19 -12 23 22 -22 26 -25 -26 28 -28 29 -4
right_child=-2 2 6 -5 5 -7 7 8 9 12 17 -13 13 -15 15 16 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.5249018333009108 -25.137705164739394 2752.4335825016365 5133.355192919922 -18778.057912190758 59888.874509214744 18825.462821400317 81474.40037913603 -524.74353439193214 71513.674753534229 -39720.334147675188 5548.9630395071854 9071.8439456811375 34125.620721860141 7090.314070847101 -48284.615494140628 82571.832948369571 -4812.9462695312495 -16248.850466830059 7310.9479757529816 -20259.272418671477 5486.6614598463993 1329.8456243970957 38097.273882084402 -3907.195507362605 -79479.866185572246 -1550.2104120163692 9403.390565282798 591.60433215968555 -150.33323241037496 -16830.692883214218
leaf_weight=937959 3054110 191 1375 72 78 158 34 1439 42 49 168 327 460 1771 50 23 40 206 665 559 2739 17411 226 3161 77 42 3251 24037 21004 2080
leaf_count=937959 3054110 191 1375 72 78 158 34 1439 42 49 168 327 460 1771 50 23 40 206 665 559 2739 17411 226 3161 77 42 3251 24037 21004 2080
internal_value=0 75.2906 898.845 13666.2 19136.9 32397.3 820.42 4235.85 7188.77 11747.2 -1603.66 15890.9 10698.2 11752.2 26160.9 -6261.92 27089.4 -5555.81 1738.83 -14295.3 556.21 2296.42 7972.33 -88.1743 -5651.13 -51975.3 264.435 1641.41 -1271.8 -8089.57
internal_weight=0 1.01969e+06 81735 499 427 236 81236 5833 3874 2435 1959 361 2393 2344 573 113 63 1598 871 727 75403 20376 2965 55027 3280 119 51747 27288 24459 3455
internal_count=4073804 1019694 81735 499 427 236 81236 5833 3874 2435 1959 361 2393 2344 573 113 63 1598 871 727 75403 20376 2965 55027 3280 119 51747 27288 24459 3455
is_linear=0
shrinkage=0.1


Tree=2791
num_leaves=31
num_cat=0
split_feature=1 6 6 3 0 4 5 1 0 0 4 1 6 4 4 6 4 6 4 3 4 4 6 4 6 6 3 6 5 0
split_gain=7.93158e+11 4.64272e+12 2.03638e+13 4.45312e+13 3.67174e+13 3.57244e+13 2.99375e+13 2.7584e+13 4.93554e+13 4.22485e+13 5.1198e+13 3.41922e+13 4.83231e+13 4.04969e+13 3.45006e+13 2.97206e+13 6.41788e+13 4.58723e+13 2.68806e+13 2.16644e+13 2.05846e+13 3.60226e+13 4.48849e+13 3.32042e+13 3.48053e+13 3.47495e+13 3.20158e+13 3.15705e+13 2.90565e+13 2.89358e+13
threshold=30.226173900000003 83.010000000000005 84.810000000000016 6.5000000000000009 60.002985000000002 9.5000000000000018 2.5000000000000004 30.157841000000001 59.939085000000013 59.856552950000008 17.500000000000004 30.205407000000005 100.05000000000001 10.500000000000002 16.500000000000004 95.045000000000016 18.500000000000004 90.045000000000016 14.500000000000002 5.5000000000000009 17.500000000000004 23.500000000000004 101.02000000000002 16.500000000000004 94.02500000000002 89.00500000000001 14.500000000000002 101.02000000000002 3.5000000000000004 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 19 9 -9 11 12 13 -11 -14 16 -12 -18 -15 -4 23 22 26 -10 25 -25 -22 -23 -29 -30
right_child=-2 2 7 4 -6 -7 -8 8 20 10 15 -13 14 18 -16 -17 17 -19 -20 -21 21 27 -24 24 -26 -27 -28 28 29 -31
leaf_value=-29.327546505271712 7.0748858713139944 -93123.3788073576 -1662.34192043436 89482.809440104174 94718.198420516317 -18297.315708424354 -25645.450667027064 -2435.1439272238995 -1248.0922459491567 -210906.3884420956 139214.29703584558 13258.673485137197 41496.344485828493 -13277.736160714288 -91194.703108723974 -40725.174788411459 -52346.554727027535 109863.31413352274 -112693.60650614754 9214.7306866427716 87888.581804809568 -37055.238543873587 -10220.753478899573 -16060.790217391306 -3908.0333333333338 -173417.49194878474 -11155.513833841464 59716.194270148029 32943.941036184209 -97243.652494959679
leaf_weight=90125 3971697 79 5800 36 46 211 392 440 878 34 34 41 43 35 36 195 84 22 122 2676 160 177 117 23 60 36 41 95 38 31
leaf_count=90125 3971697 79 5800 36 46 211 392 440 878 34 34 41 43 35 36 195 84 22 122 2676 160 177 117 23 60 36 41 95 38 31
internal_value=0 -275.195 -2124.53 -17921.6 12688.3 -2588.47 -36963.4 -1048.68 -9767 -26334.2 -42612.2 -71830.3 -84751.2 -111959 -18970.5 -15487.3 19665.5 -18680.4 -90530.8 1771.71 1097.71 14811.1 39021.9 -7966.63 -57537.1 -112075 67685.6 -7766.63 23843.6 -25546.1
internal_weight=0 102107 11982 764 293 247 471 11218 2742 1086 646 311 270 191 79 335 140 106 157 8476 1656 659 318 997 119 59 201 341 164 69
internal_count=4073804 102107 11982 764 293 247 471 11218 2742 1086 646 311 270 191 79 335 140 106 157 8476 1656 659 318 997 119 59 201 341 164 69
is_linear=0
shrinkage=0.1


Tree=2792
num_leaves=31
num_cat=0
split_feature=1 1 5 4 4 6 6 0 4 3 0 7 4 4 0 0 0 0 5 6 0 6 0 0 6 6 6 3 3 6
split_gain=7.5576e+11 1.54926e+13 2.98022e+13 2.39751e+13 3.71929e+13 8.94532e+13 2.76991e+13 6.59233e+13 5.27227e+13 2.28121e+13 2.04115e+13 1.97454e+13 2.23967e+13 5.27261e+13 1.69547e+13 3.51463e+13 6.52531e+13 6.40886e+13 2.59779e+13 3.51577e+13 2.43649e+13 2.46033e+13 2.3675e+13 2.14589e+13 2.02374e+13 4.13101e+13 3.54924e+13 3.00014e+13 1.92954e+13 1.70015e+13
threshold=37.804148700000006 37.843405600000004 4.5000000000000009 15.500000000000002 14.500000000000002 58.045000000000009 81.02500000000002 55.390026600000006 5.5000000000000009 13.500000000000002 55.685785750000008 6.0000000000000009 24.500000000000004 21.500000000000004 55.81943720000001 55.783232450000007 55.759969450000007 55.743464250000009 2.5000000000000004 59.815000000000005 55.462387050000011 69.605000000000004 55.214863500000007 55.390026600000006 56.505000000000003 48.410000000000004 67.91500000000002 7.5000000000000009 7.5000000000000009 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 2 3 4 6 -6 9 -8 -9 14 -10 -5 13 -13 15 16 17 18 19 -2 22 -22 -20 -21 25 -19 -26 -27 -18 -17
right_child=1 -3 -4 11 5 -7 7 8 10 -11 -12 12 -14 -15 -16 29 28 24 20 23 21 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=75.257728082764572 -1014.500200301567 -7.9864089800837181 -122107.94441964287 -5986.0621855362606 -12527.949766845704 238517.56619318185 -28242.260488911295 -44298.049777089 148490.23446635585 -69386.726968749994 61194.957089945994 -21741.254852275299 -53597.625950451213 94023.635091145843 -7569.1968526649989 11101.211921554896 -19969.689740073845 22851.998850785618 -11142.842601402812 -10031.811056315106 -22888.780895720007 -95149.683362055759 28575.307931271116 60465.843271944126 -28822.833858506947 53865.649480950349 85492.629227941186 167592.244341682 -56159.380921179967 45852.245335677908
leaf_weight=1005148 3616 3051869 21 3381 40 22 155 46 31 50 197 622 187 42 3490 1292 438 637 795 60 619 51 185 154 135 73 34 34 222 158
leaf_count=1005148 3616 3051869 21 3381 40 22 155 46 31 50 197 622 187 42 3490 1292 438 637 795 60 619 51 185 154 135 73 34 34 222 158
internal_value=0 -24.6509 -3054.25 -2905.13 -707.811 76552.7 -1091.88 23877.3 53360.9 -1981.34 73064.1 -9412.97 -23028 -14418.8 -1700.32 708.516 -2206.57 883.967 -3202.83 1316.29 -13692.7 -28389.2 -3645.03 40700.1 25413.7 32509.5 -5824.46 90003.1 -32142.6 14887.9
internal_weight=0 3.06866e+06 16787 16766 12534 62 12472 429 274 12043 228 4232 851 664 11993 8503 7053 6393 5480 3830 1650 670 980 214 913 744 169 107 660 1450
internal_count=4073804 3068656 16787 16766 12534 62 12472 429 274 12043 228 4232 851 664 11993 8503 7053 6393 5480 3830 1650 670 980 214 913 744 169 107 660 1450
is_linear=0
shrinkage=0.1


Tree=2793
num_leaves=31
num_cat=0
split_feature=4 7 1 0 0 4 5 0 1 0 1 0 6 6 0 6 5 6 4 1 6 2 3 6 0 6 6 0 1 6
split_gain=7.39946e+11 5.37495e+12 2.7555e+13 2.82233e+13 2.10515e+13 2.63672e+13 2.36617e+13 2.37529e+13 4.03528e+13 3.57607e+13 2.93343e+13 1.14425e+14 2.83139e+13 2.16687e+13 2.09285e+13 3.13973e+13 3.33177e+13 3.19416e+13 4.10716e+13 3.27837e+13 4.41178e+13 3.05882e+13 3.04471e+13 3.84557e+13 3.1034e+13 4.69736e+13 5.28205e+13 3.58765e+13 4.79641e+13 3.74466e+13
threshold=5.5000000000000009 6.0000000000000009 45.126607350000008 45.177967300000006 45.001720900000002 4.5000000000000009 3.5000000000000004 43.687280500000007 38.011626600000007 43.472751400000007 41.912736000000002 44.046956350000009 69.605000000000004 120.05000000000001 55.595177750000005 67.91500000000002 2.5000000000000004 75.010000000000005 4.5000000000000009 39.873894000000007 99.050000000000011 4137.5000000000009 3.5000000000000004 42.405000000000008 59.764576050000009 66.50500000000001 47.005000000000003 59.91832440000001 30.362494150000003 64.015000000000015
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 13 7 9 -9 -7 11 -10 -13 -3 -5 22 -17 18 -18 -19 -21 -22 -16 -24 -25 26 -26 28 -28 -29
right_child=-2 2 -4 14 -6 6 -8 8 10 -11 -12 12 -14 -15 15 16 17 19 -20 20 21 -23 23 24 25 -27 27 29 -30 -31
leaf_value=117.66167893719864 -26.649168655079961 -4198.7015418999426 -3747.0947053567065 7376.1610709822635 -9399.7126294034369 8374.4632113364187 60034.965036651236 -10343.102863988697 228468.55829427086 -23133.076803341995 4229.8460273830378 20441.951437758711 83078.325127070784 -52974.828675235214 418.44590663042413 -20175.521187042523 -9351.602428606644 1707.37366405184 51118.08428653609 -8834.3879861985333 -88345.80496773099 33971.89453125 -938.94017562181261 11712.457332575257 82903.266791719245 185692.50617559525 30522.766865985581 3268.458511240548 189581.62779017858 -125945.94902734376
leaf_weight=1088281 2928705 4409 21083 6955 3770 948 81 479 30 581 435 553 83 93 9960 1284 206 1649 247 422 138 24 1448 1299 161 21 195 218 21 25
leaf_count=1088281 2928705 4409 21083 6955 3770 948 81 479 30 581 435 553 83 93 9960 1284 206 1649 247 422 138 24 1448 1299 161 21 195 218 21 25
internal_value=0 68.1579 -880.028 811.49 -3278.18 -277.904 6677.46 5287.32 13885.8 -3597.99 24426.8 37618.6 28616.2 -5206.29 2742.68 881.853 -6925.61 -591.702 23619.7 -5503.38 -25863.9 -70224.7 3203.97 11392.8 20597.2 38602.2 33620.1 16333.4 45986.8 -10025.2
internal_weight=0 1.1451e+06 56818 35735 11462 7692 3190 3109 1580 1529 1101 666 636 4502 24273 17318 3970 2686 453 2233 584 162 13348 3388 1940 641 620 459 216 243
internal_count=4073804 1145099 56818 35735 11462 7692 3190 3109 1580 1529 1101 666 636 4502 24273 17318 3970 2686 453 2233 584 162 13348 3388 1940 641 620 459 216 243
is_linear=0
shrinkage=0.1


Tree=2794
num_leaves=31
num_cat=0
split_feature=1 0 5 6 6 3 0 4 0 3 0 4 0 1 0 0 4 6 3 0 4 4 4 5 4 6 0 4 4 6
split_gain=7.84956e+11 4.05946e+12 4.03148e+12 4.26464e+12 1.62269e+13 3.60949e+13 3.32102e+13 4.88713e+13 5.42985e+13 2.76602e+13 2.62373e+13 3.31475e+13 2.48461e+13 2.2448e+13 3.92088e+13 3.41829e+13 4.14703e+13 2.83699e+13 2.78757e+13 2.78626e+13 6.79843e+13 2.63544e+13 2.50346e+13 2.16884e+13 2.15619e+13 2.02357e+13 2.4298e+13 2.41382e+13 4.18534e+13 3.51936e+13
threshold=30.226173900000003 54.604289300000012 5.5000000000000009 83.010000000000005 84.810000000000016 6.5000000000000009 54.724612400000005 16.500000000000004 59.939085000000013 12.500000000000002 57.719618750000002 13.500000000000002 54.707511300000007 30.157841000000001 59.939085000000013 59.856552950000008 17.500000000000004 96.050000000000011 5.5000000000000009 59.864072000000007 19.500000000000004 12.500000000000002 16.500000000000004 3.5000000000000004 24.500000000000004 156.15000000000003 59.963561900000009 18.500000000000004 23.500000000000004 96.050000000000011
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 -3 5 12 -7 10 9 -9 -8 -12 -5 -6 15 -15 17 18 -17 20 -18 23 -23 -19 -22 26 -16 -28 29 -29
right_child=-2 2 -4 4 13 6 7 8 -10 -11 11 -13 -14 14 25 16 19 21 -20 -21 24 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-26063.077896868988 7.0382092850636937 -33.181247325173381 37681.313685825895 19911.20981313345 1467.0839573870094 -51022.446541341145 178278.75848214288 -136973.0578584559 64081.488289062509 -9416.4073069852948 -2148.2496256510417 121110.06798828125 -43203.244403660385 -2143.069318059926 37109.342413571459 -26903.846682804189 139060.53538602943 -152961.07451923078 -117545.47150998976 -47771.673548315608 11411.909525835397 57426.266173735123 -48291.144746398932 -23796.948798076923 -64676.270994438557 -86792.26772836539 -12331.863267908386 86002.934248896068 -8753.5862952255611 7768.5385767663047
leaf_weight=61 3971697 90061 28 74 8456 66 21 34 50 34 48 40 397 437 177 47 34 26 122 141 101 42 48 26 59 26 893 115 328 115
leaf_count=61 3971697 90061 28 74 8456 66 21 34 50 34 48 40 397 437 177 47 34 26 122 141 101 42 48 26 59 26 893 115 328 115
internal_value=0 -273.768 -258.352 -268.765 -2043.2 -16143.7 11414.6 29568.2 -15026.8 -73194.7 77845.3 53878.3 -33287.2 -1080.74 -8952.29 -23743.7 -38355.8 -64652.1 -92337.4 -13943.4 10643.1 -31702.7 1043.65 -88379 -16645.6 732.735 2130.55 -2136.33 14180.2 46885.7
internal_weight=0 102107 102046 102018 11957 764 293 227 118 68 109 88 471 11193 2737 1083 646 311 169 335 194 142 90 52 160 1654 1628 1451 558 230
internal_count=4073804 102107 102046 102018 11957 764 293 227 118 68 109 88 471 11193 2737 1083 646 311 169 335 194 142 90 52 160 1654 1628 1451 558 230
is_linear=0
shrinkage=0.1


Tree=2795
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 0 4 0 0 4 1 4 7 1 0 0 6 1 6 3 0 0 5 0 1 6 3 4 3 1
split_gain=7.95516e+11 7.87688e+12 3.62777e+13 5.50151e+13 3.75005e+13 6.38525e+13 9.63972e+13 6.41158e+13 8.91374e+13 1.1236e+14 4.83211e+13 6.82991e+13 6.74704e+13 1.51526e+14 2.16216e+14 1.15752e+14 6.66638e+13 5.89569e+13 5.03848e+13 1.09047e+14 8.03021e+13 6.73197e+13 4.78957e+13 4.78678e+13 4.69342e+13 4.61713e+13 4.34234e+13 4.27588e+13 4.94622e+13 7.27184e+13
threshold=62.375000000000007 59.815000000000005 38.066230450000006 37.740454950000007 37.563506350000004 55.850146250000009 25.500000000000004 55.702806750000008 55.696737300000009 15.500000000000002 37.729575300000008 14.500000000000002 6.0000000000000009 37.618684050000006 55.79439725000001 55.81943720000001 61.805000000000007 37.586700500000006 60.305000000000007 9.5000000000000018 55.79439725000001 55.721784200000009 2.5000000000000004 55.801384500000005 37.600779750000008 62.010000000000012 10.500000000000002 5.5000000000000009 3.5000000000000004 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 8 -6 -10 11 17 13 15 16 -13 26 -9 19 27 21 -20 23 -22 -23 -7 -15 28 29 -19
right_child=-2 2 -4 -5 5 6 -8 10 9 -11 -12 12 -14 14 -16 -17 -18 18 20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.91141155054936 73.634452369223993 1394.9644153462293 -1493.1648570322222 8087.3831408796541 -4544.4851049486861 11035.959475077387 138583.20759974889 45802.085725911456 -71001.708173076928 180553.1351074219 13158.91704414746 -388564.22331730771 -32527.156183858315 -28340.946304086538 115862.13210100446 -106435.34128787879 -285587.64308035717 -224717.92446289063 -97233.962752403851 158858.83034156979 -152718.91299675146 159144.97232142859 -213394.19279891305 -43648.335486979166 4180.5355293869134 -34443.099198437114 -168974.76632401318 8146.4873528814933 40871.386478365392 5551.0941406250004
leaf_weight=2794666 1078696 38843 142188 10334 3956 1897 56 162 26 56 343 26 1004 52 56 33 21 32 65 43 49 21 23 225 282 253 38 308 26 24
leaf_count=2794666 1078696 38843 142188 10334 3956 1897 56 162 26 56 343 26 1004 52 56 33 21 32 65 43 49 21 23 225 282 253 38 308 26 24
internal_value=0 -26.5196 -632.058 1469.76 42.658 -5744.24 9057.92 -10496.6 -2405.41 100792 -22029.4 -26876.6 -43639.1 -93003.8 -44334.3 -230763 -125154 -10513.1 -18821.9 7725.07 -36107.4 -4889.27 -74788.4 -63153.7 14920.6 5684.24 -87719.7 -8938.39 -73110.9 -126031
internal_weight=0 2.99511e+06 200442 58254 47920 9077 2206 6871 4038 82 2833 2490 1230 226 167 59 111 1260 1098 433 665 368 297 274 303 2150 90 390 82 56
internal_count=4073804 2995108 200442 58254 47920 9077 2206 6871 4038 82 2833 2490 1230 226 167 59 111 1260 1098 433 665 368 297 274 303 2150 90 390 82 56
is_linear=0
shrinkage=0.1


Tree=2796
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 6 3 4 1 0 6 0 0 6 0 4 7 0 0 3 6 6 3 6 1 0 4 0 6 4
split_gain=8.60723e+11 1.57849e+13 5.24344e+13 1.92379e+13 2.37048e+13 1.67361e+13 1.86774e+13 1.532e+13 1.46466e+13 2.20431e+14 6.90614e+13 5.69868e+13 5.07153e+13 4.86002e+13 3.99721e+13 4.23032e+13 2.92689e+13 2.76662e+13 3.33394e+13 3.51071e+13 3.17515e+13 1.73502e+14 2.71442e+13 5.43725e+13 2.68195e+13 4.78898e+13 6.08029e+13 4.45184e+13 3.80967e+13 4.75614e+13
threshold=39.038055050000004 39.033214400000013 45.022979600000006 19.500000000000004 9.5000000000000018 99.050000000000011 18.500000000000004 23.500000000000004 39.029038350000008 45.055912800000009 76.605000000000004 45.067157700000003 45.07004340000001 65.805000000000021 45.053967500000006 18.500000000000004 6.0000000000000009 45.015054600000006 45.047736150000013 11.500000000000002 85.020000000000024 89.00500000000001 17.500000000000004 70.00500000000001 39.018051150000005 45.082176650000008 11.500000000000002 45.085557650000005 67.445000000000007 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 -3 7 -7 -4 24 10 14 22 13 -13 -10 -16 -15 -12 -19 20 -20 -22 -11 -24 -1 26 -26 -27 -28 -30
right_child=-2 2 5 -5 -6 6 -8 -9 9 11 17 12 -14 16 15 -17 -18 18 19 -21 21 -23 23 -25 25 27 28 -29 29 -31
leaf_value=2.6761396105643414 35.603639763922914 4231.4414864828723 -4049.3960336060481 -21721.072769201808 25692.834110611948 -59703.40313251203 38164.583752441409 -16008.424285125078 10171.807942244985 -18054.803035000172 -11656.971623709542 9234.5929391099871 -4279.1138524125918 52626.373745746263 56801.3790694407 13259.653047431901 173130.49436141306 87639.718295874394 39927.29939340445 3055.4139970059882 342357.4363790761 -3942.298431239984 -35756.906618573586 97778.962057291676 6287.2779255185433 -16580.083361737263 -1887.9556811034961 -3469.7371226637779 -17940.195181083847 136955.9903027344
leaf_weight=1464577 2546184 1173 13048 166 917 104 24 1167 5051 3557 70 619 5172 163 409 491 23 203 156 167 23 39 62 60 8580 4039 8078 7220 2242 20
leaf_count=1464577 2546184 1173 13048 166 917 104 24 1167 5051 3557 70 619 5172 163 409 491 23 203 156 167 23 39 62 60 8580 4039 8078 7220 2242 20
internal_value=0 -59.3429 -3126.3 11045.3 13647.8 -5355.33 -41353.2 -5031.19 -25.6515 2958.99 17030.5 -6672.16 -645.016 22703.5 13631.3 33046.9 67527.4 47772.4 54847.4 37556.8 63986.8 124524 -16464 29916.5 -58.1285 -3008.96 64.0138 -8172.88 -5099.97 -16570.6
internal_weight=0 1.52762e+06 16599 2256 2090 14343 128 14215 1.51102e+06 16265 6609 9656 5977 805 5951 900 186 658 588 385 218 62 3679 122 1.49476e+06 30179 18920 11259 10340 2262
internal_count=4073804 1527620 16599 2256 2090 14343 128 14215 1511021 16265 6609 9656 5977 805 5951 900 186 658 588 385 218 62 3679 122 1494756 30179 18920 11259 10340 2262
is_linear=0
shrinkage=0.1


Tree=2797
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 4 0 4 0 4 4 0 6 4 4 6 6 6 7 0 0 4 6 4 6 6 0 6
split_gain=8.13057e+11 1.9669e+13 1.60195e+13 1.1852e+14 1.34348e+14 6.32891e+13 6.72866e+13 5.07536e+13 3.02711e+13 6.38574e+13 5.20696e+13 8.11951e+13 4.5588e+13 4.41142e+13 3.20588e+13 3.00688e+13 4.46884e+13 4.16719e+13 2.85166e+13 3.75467e+13 2.62029e+13 2.47822e+13 2.62607e+14 1.51458e+14 1.31088e+14 7.04663e+13 3.28445e+13 2.04019e+13 3.89288e+13 1.97117e+13
threshold=37.131181300000009 37.234509300000006 55.768246800000007 55.721784200000009 55.667390500000003 60.005000000000003 55.759969450000007 8.5000000000000018 55.622114900000007 20.500000000000004 55.649510000000014 13.500000000000002 13.500000000000002 55.660117850000006 84.810000000000016 13.500000000000002 7.5000000000000009 71.030000000000015 90.045000000000016 88.00500000000001 6.0000000000000009 55.806294650000005 55.834019500000004 5.5000000000000009 63.855000000000011 8.5000000000000018 88.00500000000001 108.05000000000001 56.006509350000009 96.050000000000011
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 8 7 -7 -5 -2 10 11 20 14 18 -12 16 29 -18 19 -14 -10 25 23 24 -23 26 -4 -24 -29 -6
right_child=1 -3 21 5 15 6 -8 -9 9 -11 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-117.59219788311337 -1619.7680247159869 0.93566596941128433 -47419.781757571378 -34169.888108282576 8427.4764925373147 172092.81218149039 53478.80447060601 38884.445369574103 34922.459127041475 -113978.39246794872 23438.99324095191 99387.142374828036 -9037.974455118745 42403.583772440164 102940.76172851563 20691.135887419874 -72228.977127374383 -182937.82135416669 -74538.617547607428 97554.194806985295 -3850.1240891335228 151363.24844563802 818.37064305677927 700.40154687500001 498009.90484375006 -2439.5645170712132 -153017.66797960069 111716.37161735374 -19165.862562144885 -72356.175795454546
leaf_weight=513821 2797 3543489 162 118 67 65 181 490 476 39 328 159 1178 188 60 39 102 51 64 34 275 24 8112 25 20 1258 36 47 44 55
leaf_count=513821 2797 3543489 162 118 67 65 181 490 476 39 328 159 1178 188 60 39 102 51 64 34 275 24 8112 25 20 1258 36 47 44 55
internal_value=0 16.9724 3462.22 7199.08 2168.81 42022.3 84819.9 24706.1 5739.04 13087.3 14881.5 34469.1 5256.99 -2820.01 35733.1 -61481.5 -73135 -109132 -9483.04 -6047.77 20724.8 863.159 2980.71 197253 308930 -11167.3 -66619.4 1346.58 48432.7 -27991.4
internal_weight=0 3.55998e+06 16494 6766 5912 854 246 608 5598 2801 2762 910 1852 1464 388 314 275 153 1276 1212 751 9728 8272 69 44 1456 198 8203 91 122
internal_count=4073804 3559983 16494 6766 5912 854 246 608 5598 2801 2762 910 1852 1464 388 314 275 153 1276 1212 751 9728 8272 69 44 1456 198 8203 91 122
is_linear=0
shrinkage=0.1


Tree=2798
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 4 4 0 1 6 1 6 6 6 6 6 6 0 3 4 6 7 4 4 6 1 4 0
split_gain=7.67092e+11 8.28926e+12 3.75537e+13 2.60557e+13 4.46914e+13 9.30729e+13 6.08381e+13 3.65256e+13 3.60323e+13 2.57134e+13 2.41961e+13 2.92742e+13 2.40629e+13 2.40168e+13 2.11689e+13 2.05828e+13 3.07426e+13 5.0545e+13 3.78724e+13 6.39251e+13 4.97949e+13 4.20697e+13 5.02321e+13 2.54449e+13 4.33996e+13 9.64871e+13 4.83453e+13 4.20136e+13 6.90841e+13 7.81423e+13
threshold=55.046782850000007 55.123213100000008 38.430814800000007 38.782330450000011 59.999510900000011 55.90712030000001 10.500000000000002 5.5000000000000009 15.500000000000002 55.102137100000007 36.593086150000012 85.020000000000024 59.317422600000008 66.010000000000005 91.02500000000002 40.905000000000008 67.00500000000001 58.995000000000012 73.995000000000019 55.050541250000002 1.5000000000000002 6.5000000000000009 73.00500000000001 6.0000000000000009 7.5000000000000009 6.5000000000000009 75.010000000000005 82.901648750000021 20.500000000000004 55.061158000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 14 7 -7 -4 13 -11 -12 -9 -2 -5 -6 17 -17 19 20 -18 22 -21 24 25 26 -20 28 29 -26
right_child=1 -3 3 4 15 6 -8 12 -10 10 11 -13 -14 -15 -16 16 18 -19 23 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=47.420472174143072 -24842.115068586485 7.2623925210255242 6319.9305023722054 2967.379248292315 1496.0026653950827 -17065.830033337232 -168733.85284090909 -73599.889338905487 98356.498689589396 27962.580082693716 -8020.4541673841732 -76641.806564832092 -25528.601366632636 -85759.740681207506 -93619.583610733695 -892.06009681574369 -51875.026890175017 -7549.0783789924526 -20191.529930553545 12141.93853907518 52127.163115100178 1549.4213382928356 71423.673527998195 -6015.7420138308407 21504.574869336684 -61014.675608117053 4301.9441710450592 10775.909441860036 -72551.110306388175 -22808.228210221758
leaf_weight=1856607 516 2093646 3954 1691 33491 710 33 255 43 171 862 67 176 74 23 42222 51 15627 1078 568 473 4359 191 5929 787 295 3192 5761 147 805
leaf_count=1856607 516 2093646 3954 1691 33491 710 33 255 43 171 862 67 176 74 23 42222 51 15627 1078 568 473 4359 191 5929 787 295 3192 5761 147 805
internal_value=0 -39.7083 -835.655 -630.343 -899.618 -13186.1 -34877.3 -31005.9 7310.07 -15640.1 -6606.39 -12969.5 -53969.9 -32482.6 1671.29 -591.004 -1448.78 -2690.35 1589.95 8738.57 42004.8 5332.64 27060 -651.487 1984.62 -5702.96 -1881.65 6663.8 -6958.91 -902.339
internal_weight=0 2.2172e+06 123551 121861 117864 2888 1174 1141 3997 1690 1100 929 431 590 1714 114976 81485 57849 23636 5642 524 5118 759 17994 12065 4565 4270 7500 1739 1592
internal_count=4073804 2217197 123551 121861 117864 2888 1174 1141 3997 1690 1100 929 431 590 1714 114976 81485 57849 23636 5642 524 5118 759 17994 12065 4565 4270 7500 1739 1592
is_linear=0
shrinkage=0.1


Tree=2799
num_leaves=31
num_cat=0
split_feature=6 6 1 6 4 7 4 1 6 6 4 4 4 0 3 1 0 2 7 1 4 0 4 4 4 1 1 4 0 0
split_gain=7.87768e+11 6.4525e+12 2.08274e+13 2.13162e+13 3.00794e+13 3.51449e+13 2.64264e+13 3.33974e+13 2.69057e+13 2.30067e+13 2.2748e+13 2.06078e+13 8.06081e+13 6.70365e+13 2.36939e+13 2.05252e+13 3.30453e+13 7.10535e+13 7.5634e+13 5.37072e+13 4.68613e+13 6.78342e+13 5.08401e+13 5.68648e+13 4.60025e+13 6.06818e+13 4.15818e+13 6.17314e+13 7.25346e+13 5.23737e+13
threshold=54.010000000000012 49.010000000000012 38.109452700000006 52.015000000000008 36.500000000000007 6.0000000000000009 31.500000000000004 37.46219940000001 49.485000000000007 52.610000000000007 3.5000000000000004 25.500000000000004 26.500000000000004 55.866549750000011 16.500000000000004 37.71815560000001 55.633951400000008 75.000000000000014 6.0000000000000009 37.702956500000006 12.500000000000002 55.721784200000009 15.500000000000002 14.500000000000002 7.5000000000000009 37.586700500000006 37.503969450000007 16.500000000000004 55.676890650000011 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -3 11 -11 -5 13 14 -13 16 -10 18 19 20 21 24 23 -22 25 -18 27 28 -24 -30
right_child=-2 2 -4 9 5 -7 7 -9 15 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=28.700430146667902 52.639073752389621 -7400.9257949227049 -968.26011164114652 -6911.3258251269726 -164503.68546195654 -14661.027077686544 -901.96739308935958 52525.37066613874 6194.7233080051201 -14057.464245537716 677.19970311304178 112274.72883522727 -3978.7111196531473 8546.4595605468767 257435.63274456526 6136.2730925130063 -216296.60064338238 2460.5106478327134 -28412.084648966487 -51436.170780707471 20586.746939815919 -3467.2823199322579 88759.131684027787 115169.72912632044 -32060.597373214423 -40116.848947010876 -11639.38964989685 24957.4360732245 -131461.2062912632 -12388.345613078329
leaf_weight=2069790 1674459 2915 230658 7770 23 49 234 234 10571 1081 34078 22 423 40 23 11814 34 22408 1564 225 607 1740 36 71 408 46 1422 911 71 77
leaf_count=2069790 1674459 2915 230658 7770 23 49 234 234 10571 1081 34078 22 423 40 23 11814 34 22408 1564 225 607 1740 36 71 408 46 1422 911 71 77
internal_value=0 -36.7359 -447.712 766.364 2065.65 -62527.4 2149.61 25811.7 1947.97 -892.547 224.167 -5635.55 13877.8 102740 186468 2472 1394.9 -318.092 -8951.33 -3562.41 -1576.13 -12707.9 6186.51 30491.5 -45656.1 -114993 -360.472 14286.7 -38545.2 -69511.1
internal_weight=0 2.39934e+06 329555 98897 55460 72 55388 468 54920 43437 35159 8278 508 85 45 52005 40191 29620 7212 5648 5423 2228 3195 678 488 80 2517 1095 184 148
internal_count=4073804 2399345 329555 98897 55460 72 55388 468 54920 43437 35159 8278 508 85 45 52005 40191 29620 7212 5648 5423 2228 3195 678 488 80 2517 1095 184 148
is_linear=0
shrinkage=0.1


Tree=2800
num_leaves=31
num_cat=0
split_feature=1 1 6 6 5 0 1 0 3 6 6 6 4 4 4 0 1 4 6 0 4 6 4 4 4 4 4 3 4 6
split_gain=9.91356e+11 1.75728e+13 4.44504e+13 7.47881e+13 5.46661e+13 5.00859e+13 1.35567e+14 7.84369e+13 7.82517e+13 1.28858e+14 8.48385e+13 6.11682e+13 1.70698e+14 6.57684e+13 4.8994e+13 4.2213e+13 5.17265e+13 1.00684e+14 7.53281e+13 4.2712e+13 5.41966e+13 4.21354e+13 4.20888e+13 7.99874e+13 6.36827e+13 4.15043e+13 6.32948e+13 4.1173e+13 3.95276e+13 3.91591e+13
threshold=38.965413050000002 38.989878900000008 116.05000000000001 102.04000000000001 4.5000000000000009 45.040161900000008 38.97264950000001 45.036141150000006 12.500000000000002 93.050000000000011 93.050000000000011 53.310000000000009 23.500000000000004 2.5000000000000004 18.500000000000004 45.059854000000009 38.977585500000011 4.5000000000000009 77.565000000000012 45.053967500000006 10.500000000000002 75.605000000000004 23.500000000000004 21.500000000000004 15.500000000000002 9.5000000000000018 22.500000000000004 14.500000000000002 24.500000000000004 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 3 4 5 6 8 25 10 -10 11 12 -2 -13 -5 16 19 18 -18 -7 21 -21 23 24 -19 -8 -27 -11 -16 -9
right_child=1 -3 -4 14 -6 15 7 29 9 27 -12 13 -14 -15 28 -17 17 22 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-70.578146729911836 5843.8146674543605 0.78242981191091843 19887.809791823238 -9185.6214683978942 126965.54311383929 -4422.6728110097965 -4806.839106738571 -11868.82821677774 29010.348893382718 99639.389653716222 -73539.134448037032 -25126.650957031252 -169635.7758283944 39876.972221736934 -62244.165699645295 1811.7763905658398 47941.970505117795 3253.5679990501135 177280.60701562499 52911.324755653361 5267.7828880037014 -17101.718498883929 38287.975081521334 -48796.549696972244 42885.924454569729 27731.608306623933 -39791.291085122706 247838.11381578949 79030.421540178577 -30883.86935307617
leaf_weight=1337003 1253 2689244 1341 701 35 2917 3201 3896 318 37 119 185 58 981 348 23557 453 1684 50 474 1900 105 519 233 534 936 163 38 21 1500
leaf_count=1337003 1253 2689244 1341 701 35 2917 3201 3896 318 37 119 185 58 981 348 23557 453 1684 50 474 1900 105 519 233 534 936 163 38 21 1500
internal_value=0 34.4794 1939.97 1419.19 2038.5 1941.57 -3385.87 -9125.69 15233.5 56818.8 8938.04 12900.4 -1919.58 29563.4 -24710.7 4025.65 9905.95 19425.2 60798.7 3779.12 13430 40214.7 12418.2 6940.23 12795.4 949.794 17716.8 174727 -54204.1 -17154.7
internal_weight=0 2.7368e+06 47557 46216 45146 45111 12685 9696 2989 393 2596 2477 1311 1166 1070 32426 8869 3473 503 5396 2479 579 2970 2451 2218 4300 1099 75 369 5396
internal_count=4073804 2736801 47557 46216 45146 45111 12685 9696 2989 393 2596 2477 1311 1166 1070 32426 8869 3473 503 5396 2479 579 2970 2451 2218 4300 1099 75 369 5396
is_linear=0
shrinkage=0.1


Tree=2801
num_leaves=31
num_cat=0
split_feature=6 0 0 4 5 6 4 4 3 4 6 6 1 1 6 1 0 6 1 3 0 5 6 1 4 7 6 3 5 3
split_gain=9.49314e+11 4.22532e+12 2.50313e+13 4.83023e+13 2.26451e+13 4.54938e+13 1.71955e+13 3.81559e+13 4.24307e+13 2.95626e+13 2.35329e+13 3.05802e+13 2.04635e+13 4.1835e+13 3.44238e+13 4.87879e+13 1.00711e+14 4.92836e+13 2.33939e+13 1.70927e+13 2.54398e+13 2.66931e+13 2.17088e+13 1.572e+13 1.55495e+13 1.4473e+13 2.10567e+13 1.36162e+13 1.47336e+13 1.20948e+13
threshold=118.04500000000002 60.002985000000002 59.990753350000013 19.500000000000004 3.5000000000000004 130.05000000000004 16.500000000000004 14.500000000000002 3.5000000000000004 19.500000000000004 128.05000000000004 120.05000000000001 30.303340300000002 30.389265100000003 189.00000000000003 30.242318500000007 60.042359000000012 130.05000000000004 30.472130500000002 1.5000000000000002 60.042359000000012 3.5000000000000004 122.65000000000002 30.362494150000003 12.500000000000002 6.0000000000000009 149.05000000000004 14.500000000000002 3.5000000000000004 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 5 -4 7 12 -9 10 11 -8 14 19 15 -3 17 -17 -15 -14 22 -22 -21 -10 -6 26 -24 -11 -29 -12
right_child=1 6 3 -5 24 -7 9 8 23 27 29 -13 13 18 -16 16 -18 -19 -20 20 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=5.6011286310658122 -467.20561814859815 -3733.3424685609107 3959.9445703125002 -154827.80902343753 92344.07632211539 -168602.47457386367 26159.127663010819 -187445.77240048363 -66121.923337572676 22460.132524019133 65995.715624999997 169333.29705357144 96772.537827034888 -111456.31210937501 90192.423100754328 -267887.49813701928 57651.055040322586 -82532.757641601565 -1442.3686590194702 -76832.340624999997 21004.970380434785 171762.486328125 54414.200526175475 26443.247509765628 -20533.047877038043 -9314.2997548549993 -47795.824397078803 -2557.4791579861112 -92240.155944293481 -42663.520812406998
leaf_weight=4019687 52054 306 50 30 26 22 26 21 43 204 20 35 43 20 29 26 31 32 576 22 23 24 163 32 23 79 23 90 23 21
leaf_count=4019687 52054 306 50 30 26 22 26 21 43 204 20 35 43 20 29 26 31 32 576 22 23 24 163 32 23 79 23 90 23 21
internal_value=0 -416.039 -585.142 -41241.1 -13079.1 -48767.5 4201.12 -822.78 -61806.5 22102.5 68929.2 108308 3367.94 11357.4 -14966.4 -22686.9 -87853.3 -165623 -5134.11 37428.9 29788.9 97987.5 18620.5 -26627.5 39360.9 26544.8 41775.3 7035.24 -20811.5 10341
internal_weight=0 54117 52205 151 121 72 1912 1493 96 419 102 61 1397 973 424 395 89 58 596 377 334 47 287 75 49 265 186 317 113 41
internal_count=4073804 54117 52205 151 121 72 1912 1493 96 419 102 61 1397 973 424 395 89 58 596 377 334 47 287 75 49 265 186 317 113 41
is_linear=0
shrinkage=0.1


Tree=2802
num_leaves=31
num_cat=0
split_feature=1 1 0 5 6 6 6 4 4 0 6 0 4 0 1 0 6 0 0 6 6 3 4 3 4 3 3 6 3 6
split_gain=9.49934e+11 1.27284e+13 4.25055e+13 1.7775e+13 3.0495e+13 2.58338e+13 1.41626e+13 1.31344e+13 1.86131e+13 1.88578e+13 2.86719e+13 2.34871e+13 1.19189e+13 1.26575e+13 1.1906e+13 1.78502e+14 6.23177e+13 4.6176e+13 4.1082e+13 3.9348e+13 2.63509e+13 2.54683e+13 2.52128e+13 3.09668e+13 3.04598e+13 2.42565e+13 2.19829e+13 4.40382e+13 2.45938e+13 3.8658e+13
threshold=39.038055050000004 39.033214400000013 45.022979600000006 3.5000000000000004 92.02500000000002 85.020000000000024 87.395000000000024 22.500000000000004 15.500000000000002 45.015054600000006 72.50500000000001 45.00849250000001 23.500000000000004 45.07004340000001 39.029038350000008 45.055912800000009 59.815000000000005 45.067157700000003 45.07004340000001 65.805000000000021 67.91500000000002 13.500000000000002 9.5000000000000018 1.5000000000000002 16.500000000000004 18.500000000000004 17.500000000000004 70.00500000000001 4.5000000000000009 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 14 3 4 5 7 12 8 -3 11 -11 -10 -4 -14 -1 16 -16 26 19 -19 -21 22 -18 24 -24 -20 28 -28 -17 -30
right_child=-2 2 6 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 17 21 18 25 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-61.369646742069875 37.40326181140955 4192.5664668685749 -3482.6396496427406 77757.882211143093 -58702.471466346156 91466.262319711546 -25861.493127246405 -21336.798581282055 21887.81963057203 37469.96868695609 159319.74261363636 -48946.81651141827 -19201.369069918295 7468.7497894564549 8452.9007196917846 -3031.0143486144052 -3633.2601506790061 8312.4815956177354 -2891.812968862997 163530.47883522729 46978.186351645869 11290.48968374701 168271.65526258681 36486.432075498313 26228.029104614259 -52625.808667236335 -32187.193486170618 87990.326822916672 -14062.088715465361 -41920.026545636676
leaf_weight=1494756 2546184 1282 12879 38 65 39 313 131 469 158 22 52 931 220 4405 1008 149 619 5072 22 164 591 36 1402 26 100 62 60 1870 679
leaf_count=1494756 2546184 1282 12879 38 65 39 313 131 469 158 22 52 931 220 4405 1008 149 619 5072 22 164 591 36 1402 26 100 62 60 1870 679
internal_value=0 -62.3425 -2816.4 9943.05 8781.21 10818.6 -4823.32 9330.74 11356.7 24458.5 52362.7 14818 -4353.97 -14103.7 -32.0884 2658.87 15321.5 -6008.04 -582.623 20431.7 60763.9 29049.5 35556.3 39544.9 108705 -3853.41 -14822.3 26916.5 -16253.9 -21482.9
internal_weight=0 1.52762e+06 16599 2256 2218 2153 14343 2114 1983 701 180 521 14030 1151 1.51102e+06 16265 6609 9656 5977 805 186 2204 1613 1464 62 5172 3679 122 3557 2549
internal_count=4073804 1527620 16599 2256 2218 2153 14343 2114 1983 701 180 521 14030 1151 1511021 16265 6609 9656 5977 805 186 2204 1613 1464 62 5172 3679 122 3557 2549
is_linear=0
shrinkage=0.1


Tree=2803
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 4 1 4 1 6 4 4 4 4 4 6 0 3 4 6 4 6 3 3 6 3 5 6 6
split_gain=8.39262e+11 1.20722e+13 3.58783e+13 3.09481e+13 2.95202e+13 2.81204e+13 2.83196e+13 2.52565e+13 2.63837e+13 2.26013e+13 3.73257e+13 4.20475e+13 3.81131e+13 5.3714e+13 3.44212e+13 4.35888e+13 3.63481e+13 3.32242e+13 7.09229e+13 5.80982e+13 1.15962e+14 5.43459e+13 4.27954e+13 9.93395e+13 3.79266e+13 3.32169e+13 3.10844e+13 6.99789e+13 3.0989e+13 4.93148e+13
threshold=45.059854000000009 45.073441650000007 38.893394150000006 39.029038350000008 45.067157700000003 38.927872750000006 10.500000000000002 39.033214400000013 16.500000000000004 38.958307950000012 55.015000000000008 16.500000000000004 14.500000000000002 13.500000000000002 11.500000000000002 12.500000000000002 108.05000000000001 45.067157700000003 13.500000000000002 22.500000000000004 101.02000000000002 23.500000000000004 98.020000000000024 13.500000000000002 7.5000000000000009 112.00500000000001 16.500000000000004 2.5000000000000004 98.020000000000024 94.02500000000002
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 7 6 -4 8 -5 10 11 -7 13 14 -12 16 -16 18 24 20 -20 -21 -19 -24 -14 28 27 -23 29 -26
right_child=1 -3 3 4 -6 9 -8 -9 -10 -11 12 -13 17 -15 15 -17 -18 22 19 21 -22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-136.91229309411068 -31065.780544404821 -9.0507798254470355 4132.0617571553657 -13271.081033192762 1308.7314189153058 7027.2710126356487 -13590.677793865421 -2952.4409480766067 -65859.917273437502 2321.9815591585534 3421.3429657408051 -12437.653369042904 23317.048546086942 -31174.883568173362 40208.295784801136 4320.4685889739158 136453.12283715419 -1318.4787093905538 3623.4756815057053 143411.23830128205 -129740.23478915665 -27704.134337332591 22872.484719707165 245964.04558423912 58600.291611075008 -23902.112767578128 -2865.2457379331686 169544.86055743243 113605.54480057566 -72788.174322916675
leaf_weight=403392 339 3606732 1683 2074 12558 4274 1942 5482 100 28156 1434 1499 746 378 110 183 61 1014 304 39 83 35 151 23 598 50 202 37 95 30
leaf_count=403392 339 3606732 1683 2074 12558 4274 1942 5482 100 28156 1434 1499 746 378 110 183 61 1014 304 39 83 35 151 23 598 50 202 37 95 30
internal_value=0 15.0472 1379.92 1553.57 -1675.1 3066.87 -5362.44 -6569.42 -15690.1 3840.4 7608.49 1973.07 13446.2 3074.47 10315.1 38240.7 74541.2 20040 27265.5 929.816 -24979.1 32964.1 6543.75 52361.6 39401.8 54924.6 17243.6 73659.9 60376 52323.8
internal_weight=0 3.67041e+06 63680 63341 20214 43127 3625 7656 2174 39502 11346 5773 5573 2166 1788 354 171 3407 2219 700 387 313 1188 174 1519 773 274 72 723 628
internal_count=4073804 3670412 63680 63341 20214 43127 3625 7656 2174 39502 11346 5773 5573 2166 1788 354 171 3407 2219 700 387 313 1188 174 1519 773 274 72 723 628
is_linear=0
shrinkage=0.1


Tree=2804
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 6 4 4 6 4 0 0 5 6 0 1 3 6 5 6 0 4 3 0 7 1 0 6 0
split_gain=8.7888e+11 2.20943e+13 3.81719e+13 4.90553e+13 3.64875e+13 3.60509e+13 3.03069e+13 3.00871e+13 2.64228e+13 2.59099e+13 3.48134e+13 2.43266e+13 2.34927e+13 3.20879e+13 2.32843e+13 2.17984e+13 2.59738e+13 2.08831e+13 2.06422e+13 2.39897e+13 2.03755e+13 2.19284e+13 1.83997e+13 1.83413e+13 2.41518e+13 1.77014e+13 1.63934e+13 4.0903e+13 5.56701e+13 3.43317e+13
threshold=39.029038350000008 39.018051150000005 45.082176650000008 11.500000000000002 45.001720900000002 45.085557650000005 74.615000000000009 23.500000000000004 19.500000000000004 76.605000000000004 16.500000000000004 55.390026600000006 45.07004340000001 4.5000000000000009 78.010000000000005 55.418618900000006 39.023883200000007 8.5000000000000018 122.65000000000002 2.5000000000000004 43.205000000000005 45.053967500000006 16.500000000000004 11.500000000000002 45.047736150000013 6.0000000000000009 39.023883200000007 45.063245050000006 75.605000000000004 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 17 8 9 -8 14 -7 13 26 -11 16 -13 20 19 -12 -6 -22 -4 24 -21 -10 27 28 -3 -28
right_child=-2 2 5 4 6 11 7 -9 25 10 18 15 -14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-5.8223190214187177 35.360647112210962 7834.3273756219733 -13839.742237475926 40771.741502222525 -342.35607345522499 -3829.2495983830627 -48239.296625071562 57479.464445465688 -113930.01920440051 47794.826083096588 -39372.692159090911 119176.13875679349 15458.899939326471 99718.850919117656 -26907.273399880563 -35457.188641826928 4862.6574441964285 1663.0856820564168 -56562.225287828944 124128.75723157053 -3463.279732971801 -23239.628618670373 -57275.658645019532 5328.1554613517992 33162.745283034754 -14258.386063058038 -8146.9481554781587 -13480.098679285466 53142.394855132668 15904.251882162725
leaf_weight=1464577 2579048 2269 3939 174 1824 7113 232 51 49 44 55 46 1884 34 807 26 35 4476 38 39 1002 1273 100 132 116 28 2578 736 308 771
leaf_count=1464577 2579048 2269 3939 174 1824 7113 232 51 49 44 55 46 1884 34 807 26 35 4476 38 39 1002 1273 100 132 116 28 2578 736 308 771
internal_value=0 -61.0112 -2739.31 4.21661 -4634.16 -7349.62 -5411.32 -18087.2 -20589.7 -17584.7 -11807.3 -3117.32 5594.05 2818.46 -23044.9 44209.4 69781.4 -3059.44 13358.8 21127.8 -8216.32 -14529.3 -14915.2 32722 56051 -77685.8 2323.92 7311.38 13249.5 -2609.93
internal_weight=0 1.49476e+06 30179 18920 10340 11259 10166 1591 1540 1463 1231 7220 8580 6696 851 107 81 8575 380 342 4099 2275 4039 287 155 77 6662 3313 2577 3349
internal_count=4073804 1494756 30179 18920 10340 11259 10166 1591 1540 1463 1231 7220 8580 6696 851 107 81 8575 380 342 4099 2275 4039 287 155 77 6662 3313 2577 3349
is_linear=0
shrinkage=0.1


Tree=2805
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 6 7 6 0 6 1 1 0 7 0 6 3 6 6 3 0 6 6 4 6 4 0 4 3
split_gain=8.18515e+11 4.272e+12 1.1078e+13 9.67302e+12 8.76843e+12 1.10539e+13 1.25429e+13 1.09193e+13 9.9224e+12 9.88577e+12 8.59099e+12 8.85304e+12 7.80995e+12 1.3882e+13 2.01715e+13 3.91218e+13 2.6897e+13 3.42123e+13 1.61566e+13 1.38482e+13 1.42181e+13 1.42119e+13 1.27299e+13 1.19722e+13 1.05133e+13 1.51727e+13 1.04499e+13 1.00282e+13 9.56478e+12 1.074e+13
threshold=83.000013850000016 83.00362155000002 55.043091000000011 55.030407050000001 9.5000000000000018 55.013931500000005 64.805000000000021 6.0000000000000009 87.395000000000024 55.014086100000007 47.805000000000007 83.002084650000015 83.007653300000015 55.012912000000007 6.0000000000000009 55.018166200000003 56.505000000000003 11.500000000000002 58.605000000000011 76.605000000000004 3.5000000000000004 55.02095400000001 94.02500000000002 58.605000000000011 10.500000000000002 43.905000000000008 17.500000000000004 55.014210500000011 24.500000000000004 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 4 8 10 -7 -8 -2 -9 11 -6 13 28 15 16 27 18 -18 20 -17 -21 26 -16 -22 -26 -20 -15 -3 -30
right_child=1 12 -4 -5 5 6 7 9 -10 -11 -12 -13 -14 14 23 19 17 -19 22 21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=16.240608822352154 -353.02242013661419 9927.7528546626236 -19062.636862674241 9140.6855306656125 10284.402089489558 -4132.4269068094927 -7510.3087919825839 16257.20441037379 -22767.853846077967 1615.6971791702213 -12213.242862680961 -16469.736637190934 -66.389446856798003 -12547.434076472357 5017.785648367575 -686.78867118502274 -49974.33876638105 -71797.527457264965 -10877.726341088492 46421.556434368271 15403.432702551634 -28348.480430825242 -37821.259133184525 23000.730934885753 12034.851729514383 -22240.592417918935 28019.791506545607 2486.2663210976621 -14187.071644764499 12297.332691383363
leaf_weight=3601077 76718 3054 329 992 386 6034 591 826 198 1044 2014 182 369443 650 2046 1809 124 117 1036 29 1614 206 168 452 352 204 74 1398 381 256
leaf_count=3601077 76718 3054 329 992 386 6034 591 826 198 1044 2014 182 369443 650 2046 1809 124 117 1036 29 1614 206 168 452 352 204 74 1398 381 256
internal_value=0 -123.716 -746.567 -678.848 -789.549 -3420.02 -1678.45 4338.34 -410.724 8083.02 -9149.96 1711.77 21.3743 2342.33 453.361 -2056.63 -9763.66 -19846.6 -15511.2 4467.1 5860.25 -19121.5 -12167.3 8271.71 11318.1 -541.031 -8284.56 -2285.17 7602.87 -3543.42
internal_weight=0 472727 89314 88985 87993 11077 8495 2461 76916 1870 2582 568 383413 13970 10279 7781 3567 1519 1402 4214 3979 235 1278 2498 2170 556 1110 2048 3691 637
internal_count=4073804 472727 89314 88985 87993 11077 8495 2461 76916 1870 2582 568 383413 13970 10279 7781 3567 1519 1402 4214 3979 235 1278 2498 2170 556 1110 2048 3691 637
is_linear=0
shrinkage=0.1


Tree=2806
num_leaves=31
num_cat=0
split_feature=6 1 6 1 1 6 3 0 0 0 1 4 3 3 3 4 0 0 1 6 1 7 6 0 6 3 3 6 5 4
split_gain=8.05219e+11 4.18284e+12 1.88166e+13 1.76003e+13 1.49918e+13 1.20167e+13 1.42372e+13 1.13074e+13 1.02027e+13 1.49313e+13 1.33291e+13 1.25547e+13 1.09326e+13 1.13532e+13 8.7267e+12 7.89902e+12 7.77468e+12 7.32933e+12 7.13318e+12 2.42944e+13 1.37653e+13 1.66729e+13 2.72844e+13 1.83578e+13 4.8062e+13 3.23363e+13 2.07956e+13 3.75276e+13 4.3183e+13 2.96041e+13
threshold=118.04500000000002 91.443676550000006 122.65000000000002 92.90968070000001 86.020047450000007 120.05000000000001 7.5000000000000009 56.006509350000009 55.462387050000011 55.348830750000012 86.169282750000022 5.5000000000000009 5.5000000000000009 3.5000000000000004 6.5000000000000009 12.500000000000002 53.715816400000008 52.07762420000001 82.948524700000021 125.02000000000002 83.050033500000012 6.0000000000000009 156.15000000000003 54.810424650000009 189.00000000000003 7.5000000000000009 2.5000000000000004 134.05000000000004 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 4 3 5 18 6 -3 17 9 10 14 16 13 -13 -6 -11 -12 -5 -2 -20 -21 23 -23 26 25 -25 29 -28 -29 -22
right_child=1 2 -4 7 8 -7 -8 -9 -10 15 11 12 -14 -15 -16 -17 -18 -19 19 20 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=5.1585497360469414 -119.25505649514506 54406.702639358111 254.5408669706913 9249.5542201450899 -39347.966358947757 16180.895654296875 155990.97642045454 -32366.880347222224 -70168.650041118424 75263.929622395837 4518.8156622023807 8875.2941714638164 -23184.074780771683 101957.28554687501 -113638.73446800595 -1705.2949739583337 -70304.233079268291 72679.626142939829 -25071.402580695911 -7646.5248819798599 34905.939208063086 -70539.080076497397 55619.221484375004 40796.426858038656 -72969.643655303036 161479.57439903845 59146.971177455358 -85858.482888722981 -2896.9338239998651 -66919.437570190436
leaf_weight=4019687 49452 37 1322 56 64 32 22 45 38 24 21 38 49 20 21 30 41 27 509 1296 265 60 24 152 33 26 63 86 232 32
leaf_count=4019687 49452 37 1322 56 64 32 22 45 38 24 21 38 49 20 21 30 41 27 509 1296 265 60 24 152 33 26 63 86 232 32
internal_value=0 -383.165 4752.08 31901.6 -533.679 65523.5 92285.6 7998.56 -21280.7 -15249 -25401.1 -9154.98 11592.4 40972.5 -57702.2 32503.2 -44960.9 29883.4 -396.24 -5326.93 -897.69 8091.51 -34493.9 12115.3 37874.5 58424.3 4098.81 -11363.9 -25333.1 23934.9
internal_weight=0 54117 1541 219 52576 91 59 128 346 308 254 169 107 58 85 54 62 83 52230 2778 2269 973 84 889 211 178 678 381 318 297
internal_count=4073804 54117 1541 219 52576 91 59 128 346 308 254 169 107 58 85 54 62 83 52230 2778 2269 973 84 889 211 178 678 381 318 297
is_linear=0
shrinkage=0.1


Tree=2807
num_leaves=31
num_cat=0
split_feature=6 1 0 3 4 5 3 5 5 0 0 3 0 2 3 3 1 3 5 1 2 1 5 5 1 0 4 1 5 4
split_gain=9.20505e+11 1.79642e+12 6.07379e+12 3.7559e+12 5.80549e+12 1.55555e+13 5.80385e+12 2.81962e+13 1.65566e+13 1.67803e+13 9.86986e+12 8.03801e+12 3.15619e+12 2.89718e+12 9.66219e+12 7.51801e+12 2.11001e+13 1.14189e+13 1.35365e+13 7.20361e+12 7.6207e+12 3.20912e+13 1.74544e+13 1.0702e+13 2.02849e+13 1.2659e+13 1.22705e+13 1.12557e+13 1.03934e+13 1.04247e+13
threshold=247.90000000000001 82.963919600000011 52.02416370000001 8.5000000000000018 7.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 54.86311005000001 54.86311005000001 1.5000000000000002 53.341100000000004 3129.5000000000005 16.500000000000004 11.500000000000002 60.66055595000001 8.5000000000000018 2.5000000000000004 30.157841000000001 2875.5000000000005 41.966773150000002 6.5000000000000009 4.5000000000000009 37.740454950000007 44.046956350000009 3.5000000000000004 55.957851400000003 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 13 -3 4 6 -6 8 -8 9 12 -10 -11 -4 19 15 17 -17 -15 -19 -2 22 -22 23 25 -25 -21 -26 -27 29 -23
right_child=1 2 3 -5 5 -7 7 -9 10 11 -12 -13 -14 14 -16 16 -18 18 -20 20 21 28 -24 24 26 27 -28 -29 -30 -31
leaf_value=-1.3313166968969248 63661.019414062495 -41733.1028852983 -36415.214192708336 50654.939160156253 15653.296136209239 -89984.791562500002 -8743.8851855468747 128359.89388020833 11433.171611328125 28548.249462890628 -81251.438425925924 114386.35289713542 17373.058945312499 -341.47577741019035 -65195.893359375004 110160.47191051136 -20708.602197265627 10191.697021484375 -74501.024048913052 -62086.783984375004 125459.36200097657 -25359.429564144739 75780.633728448287 -88714.586037660265 -71615.843124999999 5777.6320601813959 5180.9696793094763 -70134.4013671875 -57017.110597826089 22475.032543111796
leaf_weight=4070611 20 22 24 24 46 20 40 24 20 20 27 24 20 1276 24 22 28 32 46 30 25 57 29 39 25 835 124 20 23 227
leaf_count=4070611 20 22 24 24 46 20 40 24 20 20 27 24 20 1276 24 22 28 32 46 30 25 57 29 39 25 835 124 20 23 227
internal_value=0 1697.24 8917.8 12773.6 9342.81 -16358.2 17866.8 42670 6108.21 31701.5 -41811.2 75369 -11966 918.061 -2281.27 -1205.8 36873.8 -2611.99 -39755.3 4060.18 3228.93 16510.3 -772.373 -2841.37 -24509.7 1761.62 -7704.4 4001.91 7638.28 12874.5
internal_weight=0 3193 311 289 265 66 199 64 135 88 47 44 44 2882 1428 1404 50 1354 78 1454 1434 332 1102 1073 188 885 149 855 307 284
internal_count=4073804 3193 311 289 265 66 199 64 135 88 47 44 44 2882 1428 1404 50 1354 78 1454 1434 332 1102 1073 188 885 149 855 307 284
is_linear=0
shrinkage=0.1


Tree=2808
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 4 6 6 0 0 4 7 6 6 1 1 2 4 6 1 6 6 6 1 5 6 6 7 0 7
split_gain=7.82122e+11 7.91535e+12 2.43413e+13 2.99498e+13 4.10687e+13 4.02801e+13 3.04213e+13 3.29644e+13 3.01663e+13 3.14631e+13 2.80429e+13 2.50691e+13 4.78633e+13 2.34317e+13 2.33978e+13 1.94431e+13 2.82165e+13 1.88837e+13 2.33565e+13 1.80127e+13 2.17703e+13 1.75191e+13 1.82548e+13 1.72807e+13 1.65072e+13 1.64743e+13 2.53044e+13 4.57729e+13 2.10098e+13 2.46938e+13
threshold=60.034792100000011 22.500000000000004 16.500000000000004 30.425503950000003 30.226173900000003 19.500000000000004 116.05000000000001 89.00500000000001 60.042359000000012 60.05226170000001 20.500000000000004 6.0000000000000009 37.995000000000012 60.910000000000004 30.452677500000004 30.242318500000007 3338.0000000000005 17.500000000000004 72.50500000000001 30.362494150000003 94.02500000000002 43.605000000000011 48.945000000000007 30.157841000000001 3.5000000000000004 98.020000000000024 79.710000000000022 6.0000000000000009 60.05226170000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 11 14 13 25 15 -13 -10 -5 21 -17 18 -15 20 -9 -6 -23 -12 -11 26 28 -28 -4 -30
right_child=1 -3 3 8 5 -7 -8 19 9 24 23 12 -14 17 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=7.4641517656541714 -7.1363388836105335 1456.6779035525158 6982.1395595217546 -41967.076520087256 -5588.8355682663696 -1769.7071000567937 89957.162434895843 -131976.14268554686 10609.216355334662 -2457.8939348019389 16378.176461659308 -12657.587020354293 -59030.399748247612 41977.529127604168 18920.693110470656 3151.5807854727727 -29198.13179892828 27548.5822142455 175919.64377547556 -164125.48980978262 9289.9058349609386 -80608.937096497262 -29919.339738878796 -32459.295238327075 62880.349614383013 -82163.105617559529 173629.71315625001 14744.670336174244 -4609.1193793402781 -106044.3414645725
leaf_weight=3958919 80046 21827 1810 274 210 1475 24 20 1158 4526 92 458 433 30 82 823 401 111 23 23 24 91 324 341 39 21 25 66 72 36
leaf_count=3958919 80046 21827 1810 274 210 1475 24 20 1158 4526 92 458 433 30 82 823 401 111 23 23 24 91 324 341 39 21 25 66 72 36
internal_value=0 -257.213 -659.211 -4670.58 -9278.02 -15169 -22150.3 -23108.8 325.047 2034.44 1021.05 -21414.2 -35193.4 15619.4 -27942.4 -14774.3 -7446.65 50996.2 100103 -92409.7 -54921.9 -29124.7 -41034.4 -22082.7 -1899.69 5949.11 6870.14 58394.4 4425.56 -38420.9
internal_weight=0 114885 93058 13012 6769 4306 2831 2807 6243 5887 2463 2740 891 1322 356 1849 1224 164 53 67 44 625 415 433 4565 2030 2009 91 1918 108
internal_count=4073804 114885 93058 13012 6769 4306 2831 2807 6243 5887 2463 2740 891 1322 356 1849 1224 164 53 67 44 625 415 433 4565 2030 2009 91 1918 108
is_linear=0
shrinkage=0.1


Tree=2809
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 1 1 4 0 3 3 2 2 3 0 0 1 0 0 0 0 1 7 4 1 1 6 0 1 1
split_gain=7.84324e+11 1.27422e+13 2.13417e+13 3.51216e+13 4.39312e+13 5.18586e+13 3.63482e+13 2.50066e+13 5.10828e+13 6.14737e+13 6.96007e+13 4.01062e+13 4.47976e+13 3.92979e+13 3.08781e+13 3.88975e+13 3.0975e+13 2.74348e+13 3.44066e+13 2.75e+13 7.58299e+13 1.01501e+14 2.53664e+13 3.49188e+13 2.88085e+13 2.589e+13 2.48567e+13 2.2983e+13 2.23878e+13 2.23072e+13
threshold=68.00500000000001 66.50500000000001 24.500000000000004 56.148747500000006 55.685785750000008 37.488790500000007 39.135518400000002 13.500000000000002 43.6005307 3.5000000000000004 10.500000000000002 9651.0000000000018 9907.0000000000018 8.5000000000000018 55.061158000000006 55.050541250000002 82.906746050000024 55.026775150000006 55.039488700000007 55.050541250000002 55.061158000000006 82.918694400000007 6.0000000000000009 18.500000000000004 30.226173900000003 30.315889700000003 67.91500000000002 52.07762420000001 39.749243900000003 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 9 -9 13 27 17 -11 15 -10 -17 -13 26 -20 21 -21 24 -24 -16 -25 -19 -3 -12 -29
right_child=-2 2 3 -5 5 -7 -8 8 14 10 28 12 -14 -15 22 16 -18 18 19 20 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=-8.2296527499600174 -92.275836185392365 3784.0555697839804 17864.353065869884 9127.0708576575107 10717.457038620283 -35433.312098190123 -12150.74138678696 209963.14391276042 915.47239173756213 18242.829913194448 180497.11707589286 9731.6255969350077 -3277.9871229071659 -147425.95104166667 40531.582511675246 8092.2037795293909 -67844.344287437081 44799.299578036844 -15304.99740713885 273525.13842592592 10543.960500449322 49641.716285686736 19493.499442571265 38810.180205548131 2163.0228507266156 -42.130245520768106 113408.0865602355 7581.2752353483247 52875.018735532409 -2410.2019854391751
leaf_weight=3250793 751260 10118 660 1177 318 1039 1038 24 9009 45 28 1201 1391 21 202 84 149 225 167 27 376 81 3128 187 6265 2071 69 2413 27 30211
leaf_count=3250793 751260 10118 660 1177 318 1039 1038 24 9009 45 28 1201 1391 21 202 84 149 225 167 27 376 81 3128 187 6265 2071 69 2413 27 30211
internal_value=0 20.8645 1339.02 -5549.74 -11204.3 -24618.3 -484.097 1770.8 4611.52 63763.1 34764.7 467.033 10700.5 -34470 4204.93 -127.848 -40468.1 19761.2 32507.7 19684.7 31757.6 105613 7583.28 12652.4 3361.48 3175.49 60901.4 -379.812 117846 -1671.19
internal_weight=0 3.32254e+06 71751 4232 3055 1357 1698 67519 21240 145 121 46279 3537 66 21095 9242 233 2146 945 651 484 108 11853 5386 6467 2258 294 42742 55 32624
internal_count=4073804 3322544 71751 4232 3055 1357 1698 67519 21240 145 121 46279 3537 66 21095 9242 233 2146 945 651 484 108 11853 5386 6467 2258 294 42742 55 32624
is_linear=0
shrinkage=0.1


Tree=2810
num_leaves=31
num_cat=0
split_feature=0 4 1 1 3 6 1 3 1 1 0 0 0 1 1 6 6 1 4 6 6 7 0 4 0 4 6 0 1 6
split_gain=8.05029e+11 1.87739e+13 3.08295e+13 3.65708e+13 2.7337e+13 2.2019e+13 1.82519e+13 1.78384e+13 1.73605e+13 6.15103e+13 7.2934e+13 6.5349e+13 5.70093e+13 9.58549e+13 6.934e+13 3.22035e+13 2.99266e+13 2.88638e+13 3.4547e+13 3.95003e+13 2.52739e+13 2.91331e+13 2.26129e+13 2.1718e+13 2.0899e+13 3.50942e+13 2.02591e+13 2.54816e+13 3.39121e+13 2.99984e+13
threshold=45.022979600000006 21.500000000000004 39.018051150000005 37.586700500000006 17.500000000000004 60.005000000000003 39.033214400000013 17.500000000000004 39.178027400000005 39.105193450000009 44.249882500000005 45.00849250000001 44.249882500000005 39.777866350000004 41.912736000000002 85.020000000000024 125.02000000000002 39.366401150000009 2.5000000000000004 69.605000000000004 82.905000000000015 6.0000000000000009 44.739668300000005 19.500000000000004 45.001720900000002 16.500000000000004 149.05000000000004 44.895258050000002 38.989878900000008 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 9 26 15 -12 -10 17 20 -11 22 -14 -19 -20 -15 -22 -16 -13 -24 -26 -1 -28 -29 -30
right_child=-2 2 6 7 -6 -7 -8 -9 12 10 11 23 13 14 16 -17 -18 18 19 -21 21 -23 24 -25 25 -27 27 28 29 -31
leaf_value=328.55575441773595 12.260799476309993 59001.536067708337 23131.428889218885 -22714.063112997741 129873.39663085938 -22517.612369351773 -2400.0023337251023 1286.6713069704404 89.684765738077544 -21807.548985529625 21293.343594618011 -24460.973145035336 -17546.671046673386 2303.9684109608579 -18273.951862647107 -139276.1547578125 -70084.571596297304 -21011.070416280181 -55919.024507350747 -166527.75186631945 -25249.273216963145 43935.744993681066 -692.29110230427682 43812.859108792822 -15170.530791812682 18283.083154310068 1071.6862409319197 75266.468148825355 -28732.783624334654 64812.898096590914
leaf_weight=128103 3785809 60 291 1693 24 74 7407 379 122177 351 3492 448 798 11604 2314 25 83 299 313 36 580 68 3042 52 3256 347 392 141 91 55
leaf_count=128103 3785809 60 291 1693 24 74 7407 379 122177 351 3492 448 798 11604 2314 25 83 299 313 36 580 68 3042 52 3256 347 392 141 91 55
internal_value=0 -161.173 -4434.13 -14787.7 31587 13983.5 -1434.86 -18324 -8.61292 815.707 12486.2 16451.9 -766 -5363.4 -3671.53 -29618 -10314.1 -30278.2 -45956.7 -67328.5 1230.68 -17989.1 -9760.34 -17360.5 -6795.63 -11948.7 419.87 17647.6 40287.8 6507.03
internal_weight=0 287995 9928 2230 158 134 7698 2072 278067 133150 4368 3992 144917 22740 21294 376 9042 1446 648 349 12252 648 8959 500 6645 3603 128782 679 287 146
internal_count=4073804 287995 9928 2230 158 134 7698 2072 278067 133150 4368 3992 144917 22740 21294 376 9042 1446 648 349 12252 648 8959 500 6645 3603 128782 679 287 146
is_linear=0
shrinkage=0.1


Tree=2811
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 6 1 6 1 5 6 6 1 4 4 6 6 3 4 6 4 6 3 0 7 6 3 6
split_gain=8.37722e+11 1.12924e+13 2.46574e+13 3.71774e+13 6.15801e+13 5.03677e+13 3.94232e+13 4.05725e+13 4.05547e+13 3.67506e+13 3.112e+13 3.52966e+13 6.02234e+13 5.42874e+13 3.06353e+13 3.76464e+13 6.36644e+13 2.7805e+13 2.86854e+13 2.74587e+13 2.73161e+13 2.70016e+13 2.68244e+13 2.67036e+13 3.01975e+13 2.65955e+13 2.49136e+13 2.75351e+13 2.45954e+13 2.42871e+13
threshold=39.038055050000004 39.079932600000006 45.085557650000005 45.07004340000001 45.029425500000009 45.053967500000006 45.00849250000001 81.02500000000002 39.069277450000008 59.025000000000013 39.044653900000007 4.5000000000000009 130.05000000000004 125.02000000000002 39.069277450000008 16.500000000000004 17.500000000000004 69.605000000000004 64.015000000000015 11.500000000000002 10.500000000000002 95.045000000000016 19.500000000000004 63.415000000000006 5.5000000000000009 45.022979600000006 6.0000000000000009 69.015000000000015 14.500000000000002 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 4 6 9 8 14 -2 -6 25 12 13 -12 15 -8 23 18 -5 -14 -10 -4 -16 -17 -25 -9 27 -7 29 -19
right_child=1 -3 21 17 5 26 7 10 20 -11 11 -13 19 -15 22 16 -18 28 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-58.544626324183163 -8014.0707657113708 3.6169110775311304 -2702.5199683655046 6814.4193003669297 -12972.556789925431 -3336.5470605216879 2626.3719939320363 14676.935377038044 10852.88194315993 -43010.696671534388 29953.00406731046 139900.03236607145 -115896.3107685811 185266.33036684783 148.28767764740289 40476.515275438658 11883.60116017821 26938.438616629162 -12153.316114130928 -7981.1379266826916 53.828185616403587 -62940.61312369792 -35768.786753564673 176472.7524701287 61600.812144252232 -82251.598407999671 11494.865677317894 -36123.805033322133 -208.42919528298177 130984.62092391304
leaf_weight=1527620 4728 2490438 9505 10625 1667 3126 3007 69 3188 539 1046 28 37 23 3078 305 1890 913 862 65 8830 75 223 34 70 48 1066 279 397 23
leaf_count=1527620 4728 2490438 9505 10625 1667 3126 3007 69 3188 539 1046 28 37 23 3078 305 1890 913 862 65 8830 75 223 34 70 48 1066 279 397 23
internal_value=0 35.1247 1442.73 2400.78 641.232 -7947.14 2791.47 7786.14 -168.174 -20311.9 24139 28942.6 26289.5 33294.6 5285.81 9991.51 19624.8 6977.51 5391.05 -47126.8 2918.48 -3174.11 -2278.1 55397.2 99155.1 -25088.6 -1846.36 -6023.08 20648.7 29495.1
internal_weight=0 2.54618e+06 55746 46166 33346 6677 26669 9923 16746 2206 1316 1199 1171 1069 8607 5306 2299 12820 11487 102 12018 9580 3301 409 104 117 4471 3405 1333 936
internal_count=4073804 2546184 55746 46166 33346 6677 26669 9923 16746 2206 1316 1199 1171 1069 8607 5306 2299 12820 11487 102 12018 9580 3301 409 104 117 4471 3405 1333 936
is_linear=0
shrinkage=0.1


Tree=2812
num_leaves=31
num_cat=0
split_feature=0 0 4 7 6 1 6 1 1 6 4 1 6 1 1 0 4 6 0 1 1 4 6 6 1 1 1 6 3 3
split_gain=8.34459e+11 1.70806e+13 3.44031e+13 2.4212e+13 5.66864e+13 4.64981e+13 2.68535e+13 1.85337e+13 1.68241e+13 1.61603e+13 1.56077e+13 1.66081e+13 1.61481e+13 1.50391e+13 6.44698e+13 8.41331e+13 1.12286e+14 3.35122e+13 3.27676e+13 5.13317e+13 5.37101e+13 7.05574e+13 5.24183e+13 4.10892e+13 4.07695e+13 3.20512e+13 3.11351e+13 8.04847e+13 3.05717e+13 7.11835e+13
threshold=45.022979600000006 45.036141150000006 3.5000000000000004 6.0000000000000009 105.00500000000001 38.989878900000008 134.05000000000004 39.069277450000008 38.91194105000001 112.00500000000001 24.500000000000004 39.873894000000007 55.805000000000007 39.079932600000006 39.105193450000009 45.029425500000009 16.500000000000004 61.805000000000007 45.029425500000009 39.029038350000008 38.965413050000002 9.5000000000000018 47.005000000000003 93.050000000000011 38.958307950000012 41.912736000000002 39.018051150000005 68.515000000000015 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=10 2 7 13 8 6 -6 -2 -5 -7 -1 -12 -13 18 15 -15 -17 -18 -4 20 21 -20 -22 -21 -23 -16 -24 -28 29 -27
right_child=1 -3 3 4 5 9 -8 -9 -10 -11 11 12 -14 14 25 16 17 -19 19 23 22 24 26 -25 -26 28 27 -29 -30 -31
leaf_value=-98.665423622921864 -10043.962148248145 -6.7961459272460889 4770.6690344614644 64937.053338738209 172452.89072066327 79238.016984375005 41473.060665760873 9735.3939758138167 7983.4205896843014 -21867.410056322675 -10195.412828049179 92081.535521673388 2941.0508598715573 1075.0552730002112 -15544.181705514749 23693.125322052463 59733.564118975904 145498.62496905943 28652.327311842047 -16615.089384462106 -8160.9030576967725 -8559.6007679496724 21360.97716788419 -89055.470373682227 -61080.04330864449 6279.5677018486222 -2264.1118030894886 157763.31104166666 30991.36060892179 -50561.196867553714
leaf_weight=285738 2988 3754876 10168 53 49 25 23 563 2426 43 2167 31 59 1647 1243 1393 83 101 518 1383 663 3672 1061 83 154 1856 66 60 362 250
leaf_count=285738 2988 3754876 10168 53 49 25 23 563 2426 43 2167 31 59 1647 1243 1393 83 101 518 1383 663 3672 1061 83 154 1856 66 60 362 250
internal_value=0 12.4829 2352.72 3553.68 12697.3 74605.2 130612 -6908.01 9201.07 15303.7 -164.093 -8447.24 33645 2586.63 6537.91 16882.3 33391.1 106811 1049.6 -3889.8 92.7365 -5984.18 14362 -20716.4 -10673.6 -2448.93 26942.2 73939.4 4146.46 -467.911
internal_weight=0 3.78581e+06 30933 27382 2619 140 72 3551 2479 68 287995 2257 90 24763 6935 3224 1577 184 17828 7660 6194 4344 1850 1466 3826 3711 1187 126 2468 2106
internal_count=4073804 3785809 30933 27382 2619 140 72 3551 2479 68 287995 2257 90 24763 6935 3224 1577 184 17828 7660 6194 4344 1850 1466 3826 3711 1187 126 2468 2106
is_linear=0
shrinkage=0.1


Tree=2813
num_leaves=31
num_cat=0
split_feature=4 7 0 6 0 0 6 1 1 1 3 6 0 0 2 6 6 2 1 1 6 5 6 6 6 1 6 0 0 1
split_gain=8.83568e+11 2.81049e+12 5.18784e+12 1.30454e+13 9.64184e+12 2.76946e+12 2.94486e+12 2.79536e+12 9.12109e+12 7.067e+12 9.82328e+12 5.81016e+12 4.48669e+12 6.84573e+12 1.10226e+13 5.70922e+12 1.05283e+13 4.49629e+12 4.47888e+12 5.16864e+12 4.43031e+12 4.92249e+12 6.13723e+12 4.75554e+12 6.72255e+12 6.47123e+12 7.1256e+12 4.1597e+12 5.69984e+12 7.30242e+12
threshold=2.5000000000000004 6.0000000000000009 57.719618750000002 67.00500000000001 58.603553700000006 57.205086850000008 97.020000000000024 39.652459050000012 39.803839700000005 38.989878900000008 1.5000000000000002 247.90000000000001 44.990874950000006 43.472751400000007 2882.5000000000005 122.65000000000002 112.00500000000001 3999.0000000000005 49.111590500000005 47.800771000000005 116.05000000000001 2.5000000000000004 64.805000000000021 54.410000000000004 42.875000000000007 37.517483500000004 35.010000000000012 56.850115550000005 54.973017600000006 53.67029225000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 20 -11 12 13 17 -15 16 18 -10 19 -14 21 22 23 24 25 -3 -27 28 -20 -30
right_child=-2 2 3 -5 -6 6 -8 8 11 10 -12 -13 15 14 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=216.32986124860713 -7.8363724138483661 -17806.251660156249 -31644.6419140625 -69111.043797348495 34832.233675130206 13538.042972146741 55113.337265625007 -40522.216357421879 -41839.681587357954 4317.6298014811982 77293.255965401797 55460.469828869056 -7926.6986797354812 91667.0874985915 10207.394189453125 -35202.952177526597 63216.145342548079 13323.220381944444 -4040.1346916852681 -58384.60662364131 -5893.0247930969854 29283.451884227688 -39124.686099137929 46744.99158854167 -26841.979552205405 8630.1628737229566 86948.460416666669 -25449.084667968753 65682.248390151522 11078.858426192435
leaf_weight=110555 3961637 27 40 33 48 115 20 50 22 39 35 21 173 26 46 47 26 45 140 23 198 118 29 30 48 26 21 38 33 95
leaf_count=110555 3961637 27 40 33 48 115 20 50 22 39 35 21 173 26 46 47 26 45 140 23 198 118 29 30 48 26 21 38 33 95
internal_value=0 276.774 4422.16 -15491.8 4615.47 6038.25 19697.3 4678.38 806.055 10002 38833.1 3617.5 2092.71 18215.5 39623.4 -1804.8 1168.14 -4789.97 -2045.5 -13847.8 5709.22 13392.3 3032.33 11075.4 2304.25 21209.9 43623.4 5514.12 9904.43 25156.3
internal_weight=0 112167 1612 121 88 1491 135 1356 785 571 74 735 714 139 72 575 528 67 502 196 497 299 181 152 122 74 47 306 268 128
internal_count=4073804 112167 1612 121 88 1491 135 1356 785 571 74 735 714 139 72 575 528 67 502 196 497 299 181 152 122 74 47 306 268 128
is_linear=0
shrinkage=0.1


Tree=2814
num_leaves=31
num_cat=0
split_feature=6 5 3 3 2 0 0 0 0 0 1 0 4 0 0 6 6 3 4 0 1 1 3 2 6 0 3 1 4 0
split_gain=7.68872e+11 4.29874e+12 1.50269e+13 2.21084e+13 3.1651e+13 3.13201e+13 3.48822e+13 2.70293e+13 2.76522e+13 2.21469e+13 2.19898e+13 2.09065e+13 1.93954e+13 2.57076e+13 3.5629e+13 3.55851e+13 3.18047e+13 2.58467e+13 3.31345e+13 2.21099e+13 2.96365e+13 4.82299e+13 5.55222e+13 5.11016e+13 6.05989e+13 2.67937e+13 3.28474e+13 2.61018e+13 2.53946e+13 2.23554e+13
threshold=118.04500000000002 3.5000000000000004 12.500000000000002 13.500000000000002 2691.5000000000005 45.015054600000006 45.063245050000006 56.838524800000009 56.818587550000011 59.838047850000002 38.948208550000011 50.556058150000005 16.500000000000004 45.015054600000006 45.059854000000009 120.05000000000001 125.02000000000002 19.500000000000004 20.500000000000004 55.60524465000001 38.965413050000002 38.97264950000001 15.500000000000002 3999.0000000000005 130.05000000000004 57.125462300000009 14.500000000000002 39.105193450000009 15.500000000000002 50.556058150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 11 -4 -7 -8 19 16 15 -15 17 18 -14 20 29 -22 23 24 27 26 -21 -23 -27 -5
right_child=1 -3 3 12 5 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 25 21 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=5.0407789375410887 -2339.7570714104841 471.06164301135806 -66201.266420717599 -87388.854748742058 -26934.208387784092 42387.377698863638 -41377.698949353449 120442.78142089845 -90188.133359375002 24366.61160300926 167422.42407852566 53082.785900678791 43056.330312500002 -85294.782298259495 6940.5686044577615 -10554.899307649839 11283.547897385819 2366.4219140625 215743.995375 -25991.518352004718 119868.3 133623.702953125 -111621.89473157053 96906.267322198284 -87388.304303385434 -50760.437671350548 -142168.33421875001 -6956.443108258929 97909.298178710946 28838.543206521743
leaf_weight=4019687 21732 28484 54 59 55 22 29 32 20 54 39 122 20 79 2397 329 130 20 25 53 37 25 39 58 60 27 45 28 20 23
leaf_count=4019687 21732 28484 54 59 55 22 29 32 20 54 39 122 20 79 2397 329 130 20 25 53 37 25 39 58 60 27 45 28 20 23
internal_value=0 -374.417 -1313.93 4400.8 25873.8 41715.3 56017.2 36091.4 20306.3 -20917.3 122328 34941.4 1761.49 4731.54 2290.8 -25026.6 39840.6 96954.7 138994 -17036.2 -2698.19 14594.9 -3953.22 20602.8 -18561.8 -49568.8 -79338 59354.9 12503.3 -54788.5
internal_weight=0 54117 25633 3901 427 319 264 203 171 108 61 151 3474 3000 2805 408 195 65 45 474 329 247 210 171 113 145 98 53 47 82
internal_count=4073804 54117 25633 3901 427 319 264 203 171 108 61 151 3474 3000 2805 408 195 65 45 474 329 247 210 171 113 145 98 53 47 82
is_linear=0
shrinkage=0.1


Tree=2815
num_leaves=31
num_cat=0
split_feature=6 0 3 1 1 5 4 4 1 1 4 1 3 3 3 3 1 4 1 3 4 3 0 1 7 4 5 1 1 3
split_gain=8.19267e+11 1.48901e+12 1.63239e+12 4.71964e+12 4.09419e+12 1.0789e+13 1.27569e+13 6.63394e+12 2.40015e+13 2.29297e+13 1.59822e+13 1.01892e+13 1.19529e+13 1.49378e+13 5.76988e+12 3.70359e+12 3.45537e+12 5.76943e+12 3.98199e+12 8.86067e+12 1.47806e+13 5.78604e+12 8.48609e+12 5.47856e+12 1.1423e+13 1.25982e+13 1.07193e+13 1.19085e+13 1.70921e+13 1.98571e+13
threshold=247.90000000000001 63.565651350000003 1.5000000000000002 30.084656550000002 37.702956500000006 4.5000000000000009 5.5000000000000009 11.500000000000002 37.534144550000008 37.331232350000008 14.500000000000002 36.593086150000012 5.5000000000000009 2.5000000000000004 14.500000000000002 7.5000000000000009 37.957884500000006 10.500000000000002 38.91194105000001 4.5000000000000009 13.500000000000002 3.5000000000000004 55.568628050000008 39.843340650000009 6.0000000000000009 4.5000000000000009 7.5000000000000009 43.862029600000007 43.047633000000012 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 7 -7 8 9 11 -9 12 13 -5 15 -12 17 -6 19 21 -21 22 -18 24 25 -20 27 28 29 -25
right_child=1 -3 3 4 16 6 -8 10 -10 -11 14 -13 -14 -15 -16 -17 18 -19 23 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.2559775875920633 -3822.722686669922 27527.226029829548 -42700.780978260875 -16016.021535326086 -47918.127185388519 30300.18337402344 -74267.735630580355 -49578.532441907053 128929.06302649456 -60248.156963900867 18822.286191406249 102657.7967075893 -42520.745937500003 87154.138677300361 -21088.601171875001 63713.111026180493 -18084.717026154893 7557.7936549136521 -56481.103887648816 -78341.395566406252 29998.611320226333 86393.460848721603 70980.683437500003 67729.517893288357 -74049.937740384616 2068.6296649128403 -66047.526278409103 1276.9362957388375 82404.279334605832 -12409.915199162409
leaf_weight=4070611 500 22 23 23 37 20 28 39 23 29 40 21 20 36 20 34 23 38 42 20 34 22 20 44 26 294 22 1545 44 104
leaf_count=4070611 500 22 23 23 37 20 28 39 23 29 40 21 20 36 20 34 23 38 42 20 34 22 20 44 26 294 22 1545 44 104
internal_value=0 1601.19 1421.32 2402.98 2794.74 13162.3 -30697.8 20549.3 34820.7 18041.7 4239.12 40745.8 24288.2 46935.3 26567.7 39447.8 1303.42 -19810.3 2010.36 19810.5 -10127.3 44681.9 23341.1 1011.67 -10191.5 -5250.09 3317.27 4195.81 27683.6 11415.3
internal_weight=0 3193 3171 2671 2648 333 48 285 152 129 133 100 79 59 94 74 2315 75 2240 119 54 65 43 2121 362 336 1759 1737 192 148
internal_count=4073804 3193 3171 2671 2648 333 48 285 152 129 133 100 79 59 94 74 2315 75 2240 119 54 65 43 2121 362 336 1759 1737 192 148
is_linear=0
shrinkage=0.1


Tree=2816
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 1 1 3 1 0 5 1 3 1 6 6 6 1 0 6 5 1 4 6 6 1 6 1 6 6
split_gain=7.51009e+11 5.93105e+12 3.31805e+13 2.03727e+13 1.83792e+13 1.56501e+13 4.70033e+13 6.33425e+13 2.84679e+13 4.71776e+13 4.1021e+13 2.80168e+13 6.79602e+13 5.55789e+13 6.7211e+13 5.02853e+13 1.38758e+14 2.30707e+13 5.13724e+13 2.55106e+13 4.70799e+13 9.21299e+13 3.67077e+13 3.5937e+13 4.08019e+13 3.90132e+13 5.43593e+13 3.22162e+13 3.09252e+13 3.01249e+13
threshold=3.5000000000000004 45.177967300000006 45.085557650000005 38.893394150000006 2.5000000000000004 39.843340650000009 39.803839700000005 2.5000000000000004 39.908802000000009 43.472751400000007 1.5000000000000002 40.024897700000004 2.5000000000000004 40.377616600000003 69.605000000000004 80.720000000000013 61.425000000000004 39.178027400000005 44.046956350000009 51.015000000000008 2.5000000000000004 39.749243900000003 1.5000000000000002 62.995000000000012 59.815000000000005 39.749243900000003 81.705000000000013 39.777866350000004 69.605000000000004 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -8 9 10 -7 12 -10 14 -13 16 -14 -1 19 -19 21 22 -21 24 -22 29 -27 28 -23 -25
right_child=-2 4 3 -5 -6 8 7 -9 11 -11 -12 13 15 -15 -16 -17 -18 18 -20 20 23 27 -24 25 -26 26 -28 -29 -30 -31
leaf_value=139.17067973739213 -10.650925928885449 373.40263731446061 -22040.182660495924 8187.0061221900296 -2237.7845325791759 9246.5050644818475 -26765.743782552083 -200626.46237980772 -25970.67665862196 9380.9094000780842 110983.88080592104 34209.294111867333 20193.40748088052 2192.8407038273344 213452.03789062501 -119409.111484375 278976.81426630437 -9100.9284254884751 -29315.734094539352 -78632.535453869059 -9636.4791175717219 -48342.6520061384 56906.373992386601 -46252.090295911818 -135977.30280539775 164149.27481060606 -4825.2132638888897 38149.350148809528 -199645.90227272728 13125.662754095873
leaf_weight=21500 3837650 158440 230 7299 32482 68 108 26 907 779 95 163 209 10076 24 20 23 1767 892 21 61 35 412 146 44 33 45 21 22 206
leaf_count=21500 3837650 158440 230 7299 32482 68 108 26 907 779 95 163 209 10076 24 20 23 1767 892 21 61 35 412 146 44 33 45 21 22 206
internal_value=0 173.084 1202.7 7263.61 -70.8447 -7.62226 -1430.79 -60499.9 2909.03 19617.8 68541.3 1531.02 -13206.8 3195.36 57213.7 32733 45848.7 -1116.75 -8404.82 -1773.98 10603.4 32311.3 50332.9 -10130.8 -62579.3 2676.45 66664 -67731.6 -106740 -11502.6
internal_weight=0 236154 45232 7529 190922 37703 25339 134 12364 942 163 11422 1159 10263 187 252 232 25205 3705 2813 1046 511 433 535 105 430 78 78 57 352
internal_count=4073804 236154 45232 7529 190922 37703 25339 134 12364 942 163 11422 1159 10263 187 252 232 25205 3705 2813 1046 511 433 535 105 430 78 78 57 352
is_linear=0
shrinkage=0.1


Tree=2817
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 0 6 0 0 6 0 5 1 1 1 0 6 0 0 6 6 6 0 4 0 4 0 0
split_gain=7.85548e+11 1.05216e+13 6.04515e+13 5.7568e+13 2.71572e+14 1.12477e+14 8.8545e+13 7.38237e+13 6.10717e+13 6.03177e+13 5.73992e+13 4.7607e+13 4.29753e+13 3.78396e+13 3.72749e+13 3.49522e+13 3.48204e+13 7.68901e+13 6.48604e+13 5.95929e+13 6.92027e+13 5.61158e+13 5.17691e+13 4.85661e+13 4.24583e+13 3.24443e+13 3.14091e+13 2.98318e+13 4.05156e+13 1.05919e+14
threshold=37.873748150000004 37.978059650000013 44.739668300000005 55.622114900000007 5873.0000000000009 37.924401400000008 55.633951400000008 55.554045200000012 40.205000000000005 55.721784200000009 55.173955500000005 75.010000000000005 55.595177750000005 1.5000000000000002 37.897576350000001 37.897576350000001 37.957884500000006 55.768246800000007 63.005000000000003 55.79439725000001 55.801384500000005 46.010000000000012 37.995000000000012 120.05000000000001 55.79439725000001 16.500000000000004 55.728148450000006 19.500000000000004 55.922096200000006 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 -6 -8 -4 -7 -9 14 -10 -12 17 23 24 21 22 26 -21 -11 -19 -17 -18 28 29 -20
right_child=1 -3 3 6 8 11 9 12 13 16 15 -13 -14 -15 -16 25 19 18 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=74.321519365547331 46629.451738057614 1.2965813691556121 -63486.092795803939 45172.378322645782 -13165.215083707051 -9467.2982448601688 3019.9675364458581 -56103.851922852395 -9134.3681463068187 15366.739437454882 -30771.190971759086 -46928.678750309045 -144288.49773706897 6609.2586019320706 50490.321036286878 9457.2499090529582 5100.6482869920792 -22420.410835506846 -4638.9794040872594 -43302.739733547642 -5562.4834430360097 -30555.049107868661 48772.962738477421 141534.25977822582 1368.1175731029662 97748.771868596319 -20061.095257475681 -33401.183355649315 -21821.671742916908 120178.45485873288
leaf_weight=1054147 262 2956684 155 429 1545 2403 25211 1171 143 1929 123 395 58 4942 393 131 1074 805 990 72 4117 1893 402 31 11039 61 922 768 1436 73
leaf_count=1054147 262 2956684 155 429 1545 2403 25211 1171 143 1929 123 395 58 4942 393 131 1074 805 990 72 4117 1893 402 31 11039 61 922 768 1436 73
internal_value=0 -25.9453 -1304.99 -1505.26 -7892.15 -27079.5 -67.9567 -47374.9 4394.02 -450.292 -13667.3 -14755.8 -60265.5 9346.37 34583 10846.7 -3874.37 -1272.53 -3689.59 -9112.12 -1396.6 -18220.4 34786.8 17362.2 -248.715 37508.2 -6522.16 -16163.9 -10866.5 3932.68
internal_weight=0 3.01966e+06 62973 62711 11520 4497 51191 1699 7023 50762 470 2798 1229 5478 536 315 25551 17071 15111 8480 4591 3889 474 1960 11844 192 1996 3267 2499 1063
internal_count=4073804 3019657 62973 62711 11520 4497 51191 1699 7023 50762 470 2798 1229 5478 536 315 25551 17071 15111 8480 4591 3889 474 1960 11844 192 1996 3267 2499 1063
is_linear=0
shrinkage=0.1


Tree=2818
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 1 1 4 6 7 4 4 4 4 1 4 4 5 4 6 0 0 3 6 4 4 6 3 3
split_gain=7.82329e+11 9.38135e+12 2.90245e+13 2.60441e+13 2.27911e+13 2.40056e+13 2.46024e+13 2.27585e+13 2.29291e+13 2.22555e+13 2.27295e+13 2.08023e+13 1.9118e+13 1.86805e+13 1.92779e+13 1.82861e+13 3.0679e+13 3.31185e+13 5.99322e+13 6.16832e+13 6.50729e+13 4.5901e+13 3.26324e+13 5.28581e+13 4.05214e+13 9.96311e+13 7.61587e+13 3.88415e+13 3.67582e+13 3.07106e+13
threshold=45.059854000000009 45.073441650000007 38.893394150000006 39.029038350000008 45.067157700000003 7.5000000000000009 39.033214400000013 38.927872750000006 10.500000000000002 40.905000000000008 6.0000000000000009 18.500000000000004 16.500000000000004 18.500000000000004 16.500000000000004 38.958307950000012 5.5000000000000009 12.500000000000002 1.5000000000000002 14.500000000000002 122.65000000000002 45.063245050000006 45.067157700000003 13.500000000000002 94.02500000000002 22.500000000000004 23.500000000000004 114.05000000000001 7.5000000000000009 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 -2 7 5 -5 12 8 -4 -10 11 -11 -7 14 -8 16 -9 21 -19 20 -20 -18 23 28 -25 -26 -27 -24 -21 -28
right_child=1 -3 3 4 -6 6 13 15 9 10 -12 -13 -14 -15 -16 -17 17 18 19 22 -22 -23 27 24 25 26 29 -29 -30 -31
leaf_value=-132.18690979508435 -27964.843190132975 -6.7153651907537331 3722.1627801216296 15932.737189172338 1033.8469278053828 -14432.330968376127 -2829.5731419413496 -4987.2356630013664 -634.3020686121863 -27295.173477409484 3075.1455977879214 -108423.65733901516 -59272.575095703127 67151.949303209462 -32516.449146787156 2092.2214530857573 -3758.9206775258908 -4080.9256375952264 -9125.2975861037994 20394.44291085357 -174073.86296875001 29218.537849136192 2554.1843374937421 21977.377335780355 -89752.713200739512 207558.31183035715 96072.783203125 102743.42531250001 50753.882930604879 -27468.215238764045
leaf_weight=403392 339 3606732 1683 473 12558 1934 4883 1836 894 748 267 33 100 37 229 28156 582 3290 552 772 25 1536 1186 435 131 21 26 40 825 89
leaf_count=403392 339 3606732 1683 473 12558 1934 4883 1836 894 748 267 33 100 37 229 28156 582 3290 552 772 25 1536 1186 435 131 21 26 40 825 89
internal_value=0 14.5278 1217.71 1373.89 -1587.94 -5888.41 -7325.33 2762.13 -4821.07 -12224.9 -22112.3 -30723.1 -16636.9 -3647.01 -4159.44 3458.02 6847.36 9132.14 5973.31 14037.3 -16272.1 20156.7 18998.6 26024.8 3154.56 -27511.8 32440.8 5823 36077.9 462.793
internal_weight=0 3.67041e+06 63680 63341 20214 7656 7183 43127 3625 1942 1048 781 2034 5149 5112 39502 11346 9510 7392 4102 577 2118 3525 2299 702 267 136 1226 1597 115
internal_count=4073804 3670412 63680 63341 20214 7656 7183 43127 3625 1942 1048 781 2034 5149 5112 39502 11346 9510 7392 4102 577 2118 3525 2299 702 267 136 1226 1597 115
is_linear=0
shrinkage=0.1


Tree=2819
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 6 4 4 6 4 0 5 4 1 6 0 1 6 6 0 1 0 5 6 6 3 6 0 5
split_gain=8.57074e+11 1.94083e+13 2.9941e+13 4.0536e+13 2.88539e+13 2.79542e+13 2.53347e+13 2.35075e+13 2.27064e+13 2.08461e+13 2.79384e+13 1.97722e+13 1.93675e+13 3.29387e+13 2.33685e+13 2.7858e+13 2.0673e+13 2.36518e+13 3.59979e+13 1.81312e+13 1.76635e+13 2.10552e+13 1.74936e+13 2.46915e+13 2.67013e+13 2.17475e+13 2.04846e+13 1.98193e+13 3.34538e+13 1.85824e+13
threshold=39.029038350000008 39.018051150000005 45.082176650000008 11.500000000000002 45.085557650000005 45.001720900000002 74.615000000000009 23.500000000000004 19.500000000000004 76.605000000000004 16.500000000000004 55.390026600000006 3.5000000000000004 6.5000000000000009 39.023883200000007 93.050000000000011 45.067157700000003 39.023883200000007 102.04000000000001 106.49500000000002 55.418618900000006 39.023883200000007 45.053967500000006 1.5000000000000002 64.015000000000015 43.010000000000012 7.5000000000000009 60.005000000000003 45.036141150000006 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 12 -4 -5 22 8 9 -8 -11 -6 16 14 15 -14 17 18 -3 -19 21 -13 23 -7 27 -24 -27 -25 -29 -28
right_child=-2 2 4 5 11 6 7 -9 -10 10 -12 20 13 -15 -16 -17 -18 19 -20 -21 -22 -23 25 24 -26 26 29 28 -30 -31
leaf_value=-8.5240461788392992 34.919228824690862 5903.6461329337199 -13421.947775733233 35386.175982455548 -3509.0703811280291 -3893.9126043241931 -43549.512365499038 50168.122242647063 -71767.516535612827 -20938.032850799384 11673.643433131168 107291.66756114131 113226.52540211398 3400.6473931884766 153931.95513392857 -9891.4293701171882 11667.961449297738 -4536.1363489700943 103875.8599506579 -65281.426496704102 -31913.889408052888 4369.5268638392863 492.56557230510884 10872.728276029797 -4885.2195286470296 -23417.240512536871 -8587.8656039894558 -14159.371778520332 58307.978684919595 34787.200768472547
leaf_weight=1464577 2579048 2870 4039 174 7113 2575 232 51 77 851 380 46 34 160 28 40 2516 2844 38 50 26 35 2066 521 544 1121 1284 83 274 107
leaf_count=1464577 2579048 2870 4039 174 7113 2575 232 51 77 851 380 46 34 160 28 40 2516 2844 38 50 26 35 2066 521 544 1121 1284 83 274 107
internal_value=0 -60.2495 -2570.47 -140.675 -6653.58 -4357.09 -5037.33 -16626.8 -18838.9 -16053.2 -10871.1 -2867.23 4940.65 31710.9 76119 46676.3 4097.44 814.53 7183.89 -5585.64 39799.9 62819.1 -2887.02 1946.83 12523.4 -7107.4 -13358 23309.6 41459.8 -5251.32
internal_weight=0 1.49476e+06 30179 18920 11259 10340 10166 1591 1540 1463 1231 7220 8580 262 102 74 8318 5802 2908 2894 107 81 8575 3997 1422 4578 2512 878 357 1391
internal_count=4073804 1494756 30179 18920 11259 10340 10166 1591 1540 1463 1231 7220 8580 262 102 74 8318 5802 2908 2894 107 81 8575 3997 1422 4578 2512 878 357 1391
is_linear=0
shrinkage=0.1


Tree=2820
num_leaves=31
num_cat=0
split_feature=2 1 0 1 7 6 0 1 4 1 6 4 0 6 6 6 3 6 6 0 0 1 1 4 0 4 6 0 1 0
split_gain=7.8365e+11 5.78033e+12 2.086e+13 3.81978e+13 4.01204e+13 3.63615e+13 2.4417e+13 3.8164e+13 3.08426e+13 6.18181e+13 3.32912e+13 2.5108e+13 4.19484e+13 2.97163e+13 2.23051e+13 2.65073e+13 3.11849e+13 2.40292e+13 2.20413e+13 1.89054e+13 2.42576e+14 5.82071e+14 6.09038e+13 5.99055e+13 4.20329e+13 1.24166e+14 8.17017e+13 4.98421e+13 4.67586e+13 1.6404e+14
threshold=451.00000000000006 37.343102500000008 55.520061350000013 37.331232350000008 6.0000000000000009 92.02500000000002 55.348830750000012 37.234509300000006 5.5000000000000009 37.318079750000003 110.01500000000001 8.5000000000000018 55.462387050000011 63.855000000000011 138.05000000000004 90.045000000000016 2.5000000000000004 103.03500000000001 51.805000000000007 55.858844800000007 55.876067900000002 37.290808600000013 37.234509300000006 3.5000000000000004 55.972700350000004 16.500000000000004 85.020000000000024 55.988910100000005 37.290808600000013 55.883833400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 14 10 11 12 -10 -14 15 18 17 -17 -8 -4 21 -21 -22 -23 26 27 28 -26 -24 -30
right_child=-2 -3 19 -5 5 -7 8 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 22 23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2352.7878233361353 -19.585790191500521 211.12819065689553 -2226.6783285712654 -56591.723042134407 22532.419889703418 159073.08316894533 4545.7707111643595 -47067.767133296307 -44780.279430042618 -91142.521657986115 129626.36063701923 13808.320815021842 60836.166098920039 212132.81041666667 -98190.188722826089 180474.19798177085 -8097.7855282738092 37437.067000679344 -11896.176591676538 -5398.6907840182093 1177.6409528550123 318332.51257324219 -13412.936059689488 147451.42244836906 -86248.495092205674 183788.06328125001 -70350.56470409107 -26274.777472223443 152431.04162719726 2979.3348279757161
leaf_weight=1534 3396489 589282 54018 103 786 20 2557 218 22 54 26 2155 34 21 23 24 42 23 1197 635 20772 22 1370 304 172 26 186 713 80 896
leaf_count=1534 3396489 589282 54018 103 786 20 2557 218 22 54 26 2155 34 21 23 24 42 23 1197 635 20772 22 1370 304 172 26 186 713 80 896
internal_value=0 98.2156 -657.607 3950.04 4663.84 25920.5 2503.33 -7916.64 5458.29 14595 17123.7 15813.2 71922.8 118604 -5.75161 581.873 54520.5 110477 -696.907 -1171.88 1091.33 50364.6 -864.141 158983 -13182.4 -31602.8 -6554.88 -37930.7 -1496.91 15229.5
internal_weight=0 677315 88033 8839 8736 806 7930 1752 6178 2312 2258 2232 77 55 3866 3843 89 47 3754 79194 25176 961 24215 326 3443 911 2532 885 2346 976
internal_count=4073804 677315 88033 8839 8736 806 7930 1752 6178 2312 2258 2232 77 55 3866 3843 89 47 3754 79194 25176 961 24215 326 3443 911 2532 885 2346 976
is_linear=0
shrinkage=0.1


Tree=2821
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 0 4 6 3 0 7 6 6 6 6 0 7 4 6 6 5 0 0 0 4 6 4 6 6 1
split_gain=7.79982e+11 1.56556e+13 2.42639e+13 3.28342e+13 2.33608e+13 2.27236e+13 3.02846e+13 2.85875e+13 3.22758e+13 2.37706e+13 4.50419e+13 2.81171e+13 2.18964e+13 1.95782e+13 4.30364e+13 2.43493e+13 1.83955e+13 1.77043e+13 1.74338e+13 1.63731e+13 5.07797e+13 1.81747e+13 1.60869e+13 2.12186e+13 1.51803e+13 2.18087e+13 1.49016e+13 1.35358e+13 1.28251e+13 1.27706e+13
threshold=39.029038350000008 39.018051150000005 45.082176650000008 11.500000000000002 45.085557650000005 45.053967500000006 24.500000000000004 90.045000000000016 2.5000000000000004 45.055912800000009 6.0000000000000009 63.855000000000011 103.03500000000001 65.805000000000021 55.805000000000007 45.036141150000006 6.0000000000000009 5.5000000000000009 46.010000000000012 168.45000000000002 4.5000000000000009 45.07004340000001 55.390026600000006 55.418618900000006 12.500000000000002 54.710000000000008 16.500000000000004 106.49500000000002 82.00500000000001 39.023883200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 13 9 -9 -7 18 -12 -10 14 -5 -16 -17 22 -11 20 21 -3 27 -24 25 -19 -4 -6 -20 -15
right_child=-2 2 4 5 17 7 -8 8 12 10 11 -13 -14 29 15 16 -18 24 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.019571151795452 33.311775592777458 1776.0741512599081 -11109.991364339852 -1929.3070040238026 2562.8307234339031 -15061.245405382262 93633.154199218756 -136709.98911290322 -49052.304422433037 3627.1091692954233 21505.726070838598 101689.03633795845 18073.270001306668 -182.25236851638769 12.30484371585446 42432.692212803646 -14546.980331420898 -5354.1281655980501 -14706.407619961232 -81709.536115056835 139118.01025041853 12916.043164459408 79980.40804274987 -28736.513762019233 8084.447407268297 -24828.963709433898 -50199.556606933591 -72839.677179972336 24438.230732092699 -20704.179675000003
leaf_weight=1464577 2579048 6652 3939 2891 2966 2071 35 31 154 1251 230 54 71 589 286 494 64 2840 1405 22 28 1878 58 26 585 721 100 24 89 625
leaf_count=1464577 2579048 6652 3939 2891 2966 2071 35 31 154 1251 230 54 71 589 286 494 64 2840 1405 22 28 1878 58 26 585 721 100 24 89 625
internal_value=0 -57.476 -2311.99 -124.649 -5987.68 -3919.42 940.276 -8441.59 -41050.2 -6804.76 -1159.61 36751.8 -27870.5 284.74 3870.59 23737.3 35897.4 -2580.76 -5081.96 4448.54 4670.03 4228.7 3170.11 46329.9 -6844.67 -9297.22 -12077.8 1957.59 -12374.5 -10747.5
internal_weight=0 1.49476e+06 30179 18920 11259 10340 4984 5356 256 5100 3029 284 225 4949 3735 844 558 7220 2745 8580 8558 8530 3074 84 4146 3561 4039 2990 1494 1214
internal_count=4073804 1494756 30179 18920 11259 10340 4984 5356 256 5100 3029 284 225 4949 3735 844 558 7220 2745 8580 8558 8530 3074 84 4146 3561 4039 2990 1494 1214
is_linear=0
shrinkage=0.1


Tree=2822
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 3 6 7 4 6 5 6 4 7 0 4 6 5 5 3 6 4 0 7 4 6 0 4 0
split_gain=7.45544e+11 4.02964e+12 1.16233e+13 3.66463e+13 2.46656e+13 2.5989e+13 6.13305e+13 2.65369e+13 2.43217e+13 2.38478e+13 3.02852e+13 3.48481e+13 3.00404e+13 1.96951e+13 3.0284e+13 2.75636e+13 5.28984e+13 2.68984e+13 1.11259e+14 6.0928e+13 2.98226e+13 7.65422e+13 2.59742e+13 3.94529e+13 2.76618e+13 4.25164e+13 3.65258e+13 3.57919e+13 2.82846e+13 3.75673e+13
threshold=30.226173900000003 30.205407000000005 59.848366150000011 59.933037250000005 59.838047850000002 79.710000000000022 5.5000000000000009 49.895000000000003 6.0000000000000009 22.500000000000004 61.425000000000004 2.5000000000000004 55.405000000000008 11.500000000000002 6.0000000000000009 59.990753350000013 12.500000000000002 54.410000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 89.00500000000001 13.500000000000002 59.982409200000006 6.0000000000000009 17.500000000000004 68.515000000000015 59.963561900000009 18.500000000000004 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 -4 10 11 12 -9 14 -5 16 17 -15 -19 -20 -21 -22 23 -18 25 27 -26 -24 29 -27
right_child=-2 2 3 13 5 6 -8 9 -10 -11 -12 -13 -14 15 -16 -17 22 18 19 20 21 -23 24 -25 26 28 -28 -29 -30 -31
leaf_value=23.588019487840533 6.8592440790127789 -1261.1383265718503 -12864.105318685875 -6400.1928512183731 14805.956976677391 60526.403394396562 -153203.90459374999 73409.879833984378 -56308.438535779591 164632.7455255682 -16533.653474745643 3558.9121955871583 225206.90724431816 3605.3648670524258 -51160.141640624999 -1586.2787831653447 -22492.824720228044 -191703.91410060978 58344.649849759619 -121641.58297828853 -80699.736614583337 127564.257625 23165.624743595436 59340.05809060068 -3774.6411534802669 31377.605248119213 -124684.94771205357 -21904.997725491223 29670.570826343308 151056.52211626837
leaf_weight=84130 3971697 1128 1497 1802 238 29 25 32 141 22 43 32 22 291 165 10488 74 41 78 43 60 25 429 289 232 54 28 299 319 51
leaf_count=84130 3971697 1128 1497 1802 238 29 25 32 141 22 43 32 22 291 165 10488 74 41 78 43 60 25 429 289 232 54 28 299 319 51
internal_value=0 -266.807 -1625.82 -2412.67 6591.31 26585.8 -38422.8 35610.1 -16603.8 68400.8 51989.2 86250.6 135253 -838.65 -10154.8 592.874 10474 -16994.9 -41265 -11323.2 -53777.1 -19445.6 18799.8 42657.9 12666.3 19315.7 -16795.8 4654.48 44488.6 89507.4
internal_weight=0 102107 17977 16406 1571 443 54 389 1638 151 129 86 54 14768 1967 12801 2313 538 247 206 128 85 1775 363 1412 1152 260 728 424 105
internal_count=4073804 102107 17977 16406 1571 443 54 389 1638 151 129 86 54 14768 1967 12801 2313 538 247 206 128 85 1775 363 1412 1152 260 728 424 105
is_linear=0
shrinkage=0.1


Tree=2823
num_leaves=31
num_cat=0
split_feature=5 3 4 6 1 3 6 0 1 1 5 3 3 6 4 1 1 1 2 1 1 2 1 1 0 0 1 1 2 4
split_gain=7.30493e+11 4.82608e+12 8.88838e+12 2.46125e+13 8.98116e+12 5.4399e+12 5.25298e+12 4.40144e+12 3.99946e+12 3.6466e+12 1.86079e+12 6.80779e+12 1.52288e+13 1.26861e+13 9.36972e+12 9.7117e+12 3.43381e+13 8.00217e+12 7.85529e+12 4.09483e+12 5.844e+12 1.40351e+12 1.02359e+12 7.20283e+11 3.75169e+12 1.81013e+13 5.26805e+13 6.8751e+13 4.44756e+13 2.85938e+13
threshold=7.5000000000000009 12.500000000000002 7.5000000000000009 142.05000000000004 52.380799750000001 4.5000000000000009 189.00000000000003 56.105603650000006 37.586700500000006 38.948208550000011 6.5000000000000009 9.5000000000000018 5.5000000000000009 189.00000000000003 7.5000000000000009 38.927872750000006 37.343102500000008 42.186961750000002 5444.0000000000009 30.362494150000003 30.303340300000002 2911.0000000000005 52.061190950000004 83.000013850000016 53.379556850000007 54.73499850000001 86.169282750000022 83.971434050000013 3658.0000000000005 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=10 2 4 7 5 6 8 21 -2 -8 23 12 14 -14 15 16 19 -17 22 20 -12 -4 -19 -1 -25 26 27 -26 29 -28
right_child=1 -3 3 -5 -6 -7 9 -9 -10 -11 11 -13 13 -15 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=15.486723572547403 19376.444726562502 49024.338926630437 5963.6397094726562 -109627.72718302411 -43697.358359375008 68173.119285300927 11525.940874023438 43698.42125355114 -40104.522753906254 70524.606676136362 -38713.149250000002 -53867.27435344828 8766.1809416118431 107160.87438476563 -80105.153144531258 -66079.352023237181 127216.00664062501 1922.3200000000002 -57608.559784226192 -50660.040820312504 24590.180691964288 -24410.091399515088 33915.979824218746 432.38640749750402 -5313.7071541652977 -48.581059983433988 601.50406348751608 -29841.168189062726 -22649.893706938801 26226.078532289655
leaf_weight=3600527 26 23 32 24 20 27 20 22 20 22 25 29 38 20 20 39 21 20 21 24 35 29 20 98759 8862 342170 20336 1312 816 445
leaf_count=3600527 26 23 32 24 20 27 20 22 20 22 25 29 38 20 20 39 21 20 21 24 35 29 20 98759 8862 342170 20336 1312 816 445
internal_value=0 5250.14 1089.78 -20437 18151.7 28908.1 16860.9 5353.12 -6484.85 42430 -0.341541 -7722.78 -2994.19 42695.4 -14772 -8397.98 12843.1 -30701.1 -8082.19 -15750.2 -1786.21 -8476.33 17919.1 0.24998 -115.807 -260.587 -2543.87 -8476.67 250.983 1150.22
internal_weight=0 265 242 107 135 115 88 83 46 42 4.07354e+06 312 283 58 225 205 105 100 61 84 60 61 40 4.07323e+06 472700 373941 31771 10174 21597 20781
internal_count=4073804 265 242 107 135 115 88 83 46 42 4073539 312 283 58 225 205 105 100 61 84 60 61 40 4073227 472700 373941 31771 10174 21597 20781
is_linear=0
shrinkage=0.1


Tree=2824
num_leaves=31
num_cat=0
split_feature=4 4 7 2 1 6 0 0 0 0 1 0 0 0 1 6 6 1 0 0 3 1 6 6 6 1 3 1 0 0
split_gain=7.45285e+11 7.98343e+12 3.64116e+13 1.0009e+14 8.39264e+13 5.17451e+13 8.29065e+13 8.53423e+13 5.09172e+13 5.68202e+13 7.02601e+13 4.31799e+13 4.0901e+13 2.30665e+14 5.57817e+13 1.09626e+14 4.02777e+13 3.9784e+13 4.65485e+13 5.50851e+13 3.92925e+13 3.82419e+13 3.81241e+13 5.00123e+13 3.81407e+13 4.09512e+13 3.48878e+13 1.11805e+14 2.5936e+14 8.87551e+13
threshold=10.500000000000002 11.500000000000002 6.0000000000000009 75.000000000000014 30.345769800000003 68.00500000000001 55.702806750000008 55.696737300000009 55.696737300000009 55.79439725000001 37.682335600000009 59.982409200000006 59.990753350000013 60.002985000000002 30.277905650000005 49.485000000000007 33.585000000000008 37.682335600000009 55.768246800000007 55.749683450000006 10.500000000000002 37.618684050000006 37.705000000000005 85.020000000000024 64.805000000000021 30.323041000000003 3.5000000000000004 30.315889700000003 59.905532300000012 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -2 -7 10 -10 26 -5 14 15 -14 -8 18 19 21 -15 -18 -13 24 -24 -26 -4 28 -28 -29
right_child=1 -3 11 4 -6 8 16 -9 9 -11 -12 22 13 20 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=33.098709172643289 29841.356530111192 -19.635396955362808 -12534.211012710233 10741.863292968419 -2506.4038819207663 33890.088964843751 -19678.385947779607 -114495.91602393618 -193834.36446940107 29660.906875797195 4642.6739730342742 4142.4151485985822 104672.95341346154 -15687.246013499571 66661.226932410034 316745.33173076925 160058.98935795156 33035.55509492608 72462.770402324124 286358.14744591346 100845.98549804688 2921.8029761904763 -26545.810889810495 23446.802845293212 -125071.32558593751 -39963.919178427423 104355.38925060775 -6096.1373152827273 -4152.0558802806718 47512.13198225075
leaf_weight=2547999 319 1489647 3111 1474 18768 146 38 47 42 49 31 485 65 302 66 39 59 93 143 26 32 21 922 162 89 155 327 8151 675 321
leaf_count=2547999 319 1489647 3111 1474 18768 146 38 47 42 49 31 485 65 302 66 39 59 93 143 26 32 21 922 162 89 155 327 8151 675 321
internal_value=0 -55.2728 -1523.47 1057.83 -441.565 31734.9 45274.7 11306.2 -5954.41 -53637.2 -109550 -5424.65 19150.4 43742 138567 184200 77991.7 88844 109688 159907 -4522.39 118810 -19853 -28616.4 -35849.9 -71007.2 -3346.09 -328.968 31259.1 -4064.95
internal_weight=0 1.5258e+06 36158 21760 20746 1014 746 366 268 122 73 14398 1978 504 170 104 380 342 249 106 334 80 1813 1328 1166 244 12585 9474 1002 8472
internal_count=4073804 1525805 36158 21760 20746 1014 746 366 268 122 73 14398 1978 504 170 104 380 342 249 106 334 80 1813 1328 1166 244 12585 9474 1002 8472
is_linear=0
shrinkage=0.1


Tree=2825
num_leaves=31
num_cat=0
split_feature=1 1 2 6 4 6 4 0 4 0 0 0 4 4 6 4 3 6 6 6 6 0 0 7 1 4 1 4 3 5
split_gain=8.02679e+11 1.86259e+13 3.39074e+13 4.15402e+13 4.62746e+13 3.71394e+13 2.29553e+13 7.52305e+13 4.47653e+13 3.61019e+13 3.55037e+13 4.04353e+13 4.84314e+13 4.03523e+13 8.06708e+13 5.51699e+13 6.56982e+13 4.21999e+13 3.84122e+13 2.93953e+13 3.29913e+13 2.91394e+13 8.60006e+13 1.00852e+14 4.43421e+13 3.55946e+13 7.70902e+13 3.8635e+13 3.77571e+13 6.25419e+13
threshold=38.965413050000002 38.657016300000002 3191.5000000000005 46.010000000000012 5.5000000000000009 85.020000000000024 3.5000000000000004 44.990874950000006 4.5000000000000009 55.214863500000007 45.109778000000006 45.085557650000005 6.5000000000000009 5.5000000000000009 122.65000000000002 6.5000000000000009 1.5000000000000002 101.02000000000002 125.02000000000002 53.310000000000009 125.02000000000002 45.059854000000009 45.040161900000008 6.0000000000000009 38.927872750000006 20.500000000000004 38.91194105000001 15.500000000000002 15.500000000000002 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 -6 -3 8 -8 10 11 21 18 14 -12 16 17 -15 -13 -18 -21 22 -9 25 -25 27 28 -24 29 -27
right_child=-2 2 3 4 5 -7 7 9 -10 -11 13 12 -14 15 -16 -17 19 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=47.369014458369868 31.025271188043714 3552.3833144423406 -636.13801583590578 -5362.5221538507167 -22255.277946336038 -78268.150572096449 54617.891640357455 3174.953162306288 -25405.284551722503 -4697.9828815208839 -2502.8440681871034 -20236.476719050901 -3158.4711476900079 13440.68984375 198849.08128906251 8011.2353166910389 6457.9886662717727 -148351.3279017857 -145083.53274999998 71057.451813923064 -14994.205718750001 2992.0294443784769 -4692.3410141311688 19623.55963671875 -63590.937206139417 36899.751460073188 -8452.3529241422912 -19187.500120732395 -3723.3490249794409 144661.2782401843
leaf_weight=1228585 2736801 10878 4745 2558 1743 127 73 15348 1649 19455 3893 1731 6075 38 20 4269 122 28 25 409 50 22727 8612 75 438 174 645 2338 95 78
leaf_count=1228585 2736801 10878 4745 2558 1743 127 73 15348 1649 19455 3893 1731 6075 38 20 4269 122 28 25 409 50 22727 8612 75 438 174 645 2338 95 78
internal_value=0 -63.5077 -1319.95 -7136.9 -14103.1 -26059.4 -782.307 -1315.91 -22012.9 -904.572 193.818 -700.268 -7386.56 6103.86 -1473.7 12135.4 39347.1 -55198.3 -22013.9 50087.2 61683.6 335.955 -1835.2 -8009.09 -51425.1 -6144.04 11994.6 -7787.29 50001.2 70254.5
internal_weight=0 1.337e+06 108418 9173 4428 1870 99245 88367 1722 86645 67190 58361 7831 8829 3913 4916 647 66 1756 581 459 50530 27803 12455 513 11942 992 10950 347 252
internal_count=4073804 1337003 108418 9173 4428 1870 99245 88367 1722 86645 67190 58361 7831 8829 3913 4916 647 66 1756 581 459 50530 27803 12455 513 11942 992 10950 347 252
is_linear=0
shrinkage=0.1


Tree=2826
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 7 4 5 6 3 4 0 0 6 6 6 0 4 1 4 0 0 0 3 4 4 5 3 4 0
split_gain=7.94782e+11 4.91202e+12 2.94921e+13 2.7101e+13 2.70771e+13 3.7352e+13 3.60984e+13 2.08234e+13 2.04945e+13 1.95722e+13 1.79017e+13 4.14795e+13 2.77365e+13 1.90797e+13 1.43208e+13 1.70457e+13 2.73582e+13 2.09146e+13 2.91758e+13 2.91146e+13 5.05498e+13 3.84341e+13 4.98633e+13 3.69513e+13 5.44092e+13 8.71682e+13 5.64156e+13 3.46107e+13 3.38017e+13 3.34036e+13
threshold=87.395000000000024 37.46219940000001 37.488790500000007 55.801384500000005 24.500000000000004 6.0000000000000009 5.5000000000000009 2.5000000000000004 103.03500000000001 9.5000000000000018 28.500000000000004 55.82518790000001 59.825842200000004 106.49500000000002 89.00500000000001 88.825000000000003 61.686687400000004 4.5000000000000009 30.303340300000002 7.5000000000000009 59.898927250000007 59.864072000000007 60.01610465000001 8.5000000000000018 14.500000000000002 12.500000000000002 2.5000000000000004 10.500000000000002 18.500000000000004 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 -3 -9 -8 14 -12 -13 -14 15 17 -17 18 -2 20 -19 -21 23 24 25 -23 -27 -25 29 -26
right_child=1 2 -4 4 5 -7 9 8 -10 -11 11 12 13 -15 -16 16 -18 19 -20 21 -22 22 -24 27 28 26 -28 -29 -30 -31
leaf_value=11.073310669534802 -14105.794469837307 69005.317924107148 -293.26097637267588 -116045.38459777832 -151333.89107921513 -35250.979397035255 21442.764989465431 -14253.87202988183 18965.149567649147 -46375.149938964845 -160709.32872869319 59540.027775493421 -80676.166975258893 13662.833843315973 240.30018722160949 14850.574234464229 120779.95190625 7737.5102676220158 54408.961665405979 -6150.2819749405617 -56604.631882161462 35508.962927734967 -15585.944542468995 -44595.831608555687 130359.49648913367 61102.427751464842 -135506.62004801433 20589.382737064727 36580.64014934672 25583.389472179879
leaf_weight=3832905 97 35 186039 32 43 78 127 1192 220 64 22 38 53 36 47935 985 25 267 173 1659 225 412 383 118 118 20 54 263 145 41
leaf_count=3832905 97 35 186039 32 43 78 127 1192 220 64 22 38 53 36 47935 985 25 267 173 1659 225 412 383 118 118 20 54 263 145 41
internal_value=0 -176.186 -416.207 -13187.2 -38416.2 -76503.6 -17749.9 -7189.42 -9078.1 -1281.56 673.336 -33940 -11980 -42516.6 770.793 5871.93 17472.6 2924.34 29794.4 966.195 -21687.2 4435.07 15735.6 25980 38316.3 17560.5 -82369 400.786 71498.5 103342
internal_weight=0 240899 187830 1791 344 121 223 1447 1412 191 53069 149 127 89 52920 4985 1010 3975 270 3705 492 3213 1554 1171 790 486 74 381 304 159
internal_count=4073804 240899 187830 1791 344 121 223 1447 1412 191 53069 149 127 89 52920 4985 1010 3975 270 3705 492 3213 1554 1171 790 486 74 381 304 159
is_linear=0
shrinkage=0.1


Tree=2827
num_leaves=31
num_cat=0
split_feature=1 1 6 6 5 6 0 0 4 4 3 5 6 6 6 4 6 0 0 6 4 6 0 6 2 0 6 6 7 0
split_gain=8.3326e+11 1.62268e+13 1.4569e+13 2.44178e+13 1.80902e+13 2.03208e+13 1.82359e+13 1.68207e+13 2.84593e+13 1.50134e+13 1.62973e+13 1.39768e+13 5.28979e+13 3.26295e+13 5.98584e+13 3.23808e+13 2.93911e+13 2.81499e+13 2.80377e+13 2.71955e+13 5.20395e+13 3.24661e+13 2.65683e+13 4.0318e+13 3.15356e+13 2.87896e+13 2.5921e+13 1.89934e+13 2.65271e+13 1.92028e+13
threshold=37.131181300000009 37.234509300000006 42.875000000000007 63.005000000000003 1.5000000000000002 46.010000000000012 56.006509350000009 55.768246800000007 15.500000000000002 3.5000000000000004 2.5000000000000004 2.5000000000000004 84.810000000000016 78.605000000000004 76.605000000000004 8.5000000000000018 75.010000000000005 55.812023600000011 55.667390500000003 79.710000000000022 7.5000000000000009 74.615000000000009 55.922096200000006 70.00500000000001 75.000000000000014 55.93962770000001 81.705000000000013 72.020000000000024 6.0000000000000009 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 -6 12 13 14 16 -14 22 18 -15 20 21 -13 27 25 -25 -24 -21 29 -29 -5
right_child=1 -3 3 11 6 -7 -8 8 -10 -11 -12 19 15 17 -16 -17 -18 -19 -20 26 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-119.04419999559528 -1080.7964108718804 2.6159362053138668 21095.656766657499 -10434.73735714029 28962.136102539065 -19116.168206758182 -2473.6986559816528 -36794.904398830586 35445.850331795933 13720.051100600787 108941.43925476074 -6723.9487489442581 186827.43338068182 -48304.177324884593 147599.76295849608 17130.245652173915 -73169.089878731349 30837.989062500001 -164897.60783854168 -36593.226078424042 23262.150598971049 -95546.539055646936 -71676.654645647315 -163691.33249080883 -41599.08284476144 10423.415882703994 533.75769542376872 7062.0673337614153 78968.655503731352 38990.33368691631
leaf_weight=513821 5456 3543489 419 815 125 422 706 159 83 3876 32 148 22 66 25 23 67 27 30 209 1152 57 56 34 56 180 1876 219 67 87
leaf_count=513821 5456 3543489 419 815 125 422 706 159 83 3876 32 148 22 66 25 23 67 27 30 209 1152 57 56 34 56 180 1876 219 67 87
internal_value=0 17.1819 3146.47 5235.98 9687.83 -1972.6 12352.6 8972.31 -12018.1 14948 45263.7 266.898 -6943.58 -9729.38 -5927.6 100093 -8355.29 -59368.9 -84739.6 3983.16 15001.3 -31421 -5487.05 -30775.3 -87722.8 -9057.96 -3187.84 1452.31 23907.3 -5667.57
internal_weight=0 3.55998e+06 16494 11038 5822 1083 4739 661 242 4033 157 5216 1774 1729 1606 45 1581 123 96 3442 1357 205 1514 326 90 236 2085 1188 286 902
internal_count=4073804 3559983 16494 11038 5822 1083 4739 661 242 4033 157 5216 1774 1729 1606 45 1581 123 96 3442 1357 205 1514 326 90 236 2085 1188 286 902
is_linear=0
shrinkage=0.1


Tree=2828
num_leaves=31
num_cat=0
split_feature=4 3 6 5 6 6 1 0 6 6 5 1 6 2 0 0 6 6 6 2 6 0 0 6 0 0 5 0 0 1
split_gain=7.3394e+11 1.82326e+13 1.1406e+13 3.34016e+13 2.32558e+13 2.94705e+13 1.83302e+13 5.94012e+13 7.49726e+13 6.06185e+13 2.86812e+13 2.65922e+13 3.11232e+13 2.88912e+13 2.49824e+13 2.33001e+13 2.06311e+13 1.88958e+13 2.1514e+13 1.87496e+13 2.10013e+13 1.86111e+13 3.13948e+13 3.81903e+13 2.66047e+13 3.07523e+13 7.0393e+13 2.804e+13 3.78009e+13 2.90889e+13
threshold=4.5000000000000009 3.5000000000000004 64.015000000000015 2.5000000000000004 122.65000000000002 97.020000000000024 65.493200550000012 54.916864950000011 89.00500000000001 96.050000000000011 3.5000000000000004 42.186961750000002 168.45000000000002 2970.5000000000005 54.431501800000014 43.550475500000012 122.65000000000002 81.02500000000002 94.02500000000002 3999.0000000000005 116.05000000000001 59.933037250000005 59.950512650000007 134.05000000000004 55.702806750000008 55.783232450000007 3.5000000000000004 55.539595350000006 55.595177750000005 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 -8 -10 15 13 17 -11 -5 19 -13 -19 -15 -21 24 -23 -24 27 26 -26 -17 29 -29
right_child=-2 2 3 6 -6 -7 7 8 10 14 -12 12 -14 16 -16 21 -18 18 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=90.885522177801477 13.184658036220069 -1350.2901538436299 -16986.990746564752 88323.226875000008 44595.791588092674 -80667.636243318266 -1274.5646649169921 2465.661612650847 51900.75981267108 -68544.917206804137 130582.643296596 -18067.593506640624 75704.184706569358 26732.491030979756 -203826.31476562502 1563.6346083751068 -67183.161207798563 -89883.303103693179 -29687.143556201554 -12930.726783332428 90725.341230468766 56265.231188391364 12341.576984615604 -103062.87644653321 -11281.365848482572 -9810.9635511149936 -221383.10801630435 47971.127042410721 1484.9259166666668 187610.48638822115
leaf_weight=325368 3715317 25416 1660 30 58 76 240 347 137 43 70 250 37 159 20 1465 56 110 129 861 20 149 276 32 52 1267 23 35 75 26
leaf_count=325368 3715317 25416 1660 30 58 76 240 347 137 43 70 250 37 159 20 1465 56 110 129 861 20 149 276 32 52 1267 23 35 75 26
internal_value=0 -136.644 -2371.94 -5742.89 -17693.8 -19774.9 -2114.55 11408.3 30878.7 -24190.9 78508.2 -4408.51 -14958.9 -17075.3 -111491 580.613 -8057.15 -37287.7 -57392.5 -4873.45 -10577.6 -193.587 18581.6 351.504 -3109.06 -13494 -75712.6 5595.85 49031.1 107490
internal_weight=0 358487 33119 7703 1794 1736 5909 857 554 303 207 5052 1622 1585 63 3430 1096 489 239 1040 881 3400 457 308 2943 1342 75 1601 136 61
internal_count=4073804 358487 33119 7703 1794 1736 5909 857 554 303 207 5052 1622 1585 63 3430 1096 489 239 1040 881 3400 457 308 2943 1342 75 1601 136 61
is_linear=0
shrinkage=0.1


Tree=2829
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 0 6 4 6 6 1 1 4 1 1 2 3 6 3 1 6 6 0 6 0 0 1 5 1 6
split_gain=7.63016e+11 4.87733e+12 1.23778e+13 3.83155e+13 3.09792e+13 8.20314e+13 3.62186e+13 3.39789e+13 2.74832e+13 4.75821e+13 3.70382e+13 2.677e+13 1.75212e+13 1.70097e+13 1.42078e+13 1.23134e+13 1.2154e+13 1.17004e+13 1.19954e+13 1.6152e+13 2.7244e+13 1.11634e+14 4.55752e+13 3.69615e+13 2.97744e+13 3.34434e+13 3.09093e+13 1.48563e+13 1.46968e+13 3.54564e+13
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 6.0000000000000009 59.764576050000009 45.005000000000003 4.5000000000000009 45.605000000000011 46.010000000000012 30.362494150000003 30.315889700000003 3.5000000000000004 118.02765200000002 38.965413050000002 7833.0000000000009 2.5000000000000004 47.805000000000007 4.5000000000000009 30.425503950000003 120.05000000000001 104.01000000000001 59.982409200000006 102.04000000000001 59.939085000000013 59.898927250000007 30.345769800000003 4.5000000000000009 30.260128500000004 66.010000000000005
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 4 15 16 -7 -8 10 -10 -9 -11 -5 14 -14 -4 -6 -3 -19 20 21 23 -23 27 25 -22 -27 28 -20 -30
right_child=-2 17 3 12 5 6 7 8 9 11 -12 -13 13 -15 -16 -17 -18 18 19 -21 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=80.244448798780752 -27.061405060355288 4392.4336423002414 2635.3492569963196 1152.4022539190673 -14978.385428828986 -28961.295288085938 32163.419535054793 247397.40585937502 -16805.473937225343 225216.46514136903 86153.034319196435 72064.234156250008 -7480.4425179063146 19899.145522047893 -2383.0352574825029 -7515.8030394813686 18114.692698236966 470.62932993087873 -85.922012036833081 -518.38000896180915 48244.027866790253 -110792.47075160684 35707.842968750003 118535.11074218751 58674.944479812744 6822.9352277057933 -121122.78258928571 74270.163722826095 -22327.699909723149 2005.6706710303488
leaf_weight=561008 2928705 6927 19030 14081 273 32 77 29 32 21 28 25 5986 331 63186 1275 187 398007 2057 69600 59 141 25 24 131 41 35 23 1355 1073
leaf_count=561008 2928705 6927 19030 14081 273 32 77 29 32 21 28 25 5986 331 63186 1275 187 398007 2057 69600 59 141 25 24 131 41 35 23 1355 1073
internal_value=0 69.2122 -105.956 -1104.69 2712.95 23335.7 70205 85173.4 115409 76838.2 168190 141982 -2064.26 -2715.94 -2824.15 1997.93 -1525.33 312.367 252.561 -911.441 -6422.53 -8185.33 -88729.2 -5235.14 24711.5 -8245.63 -52099.4 -5894.07 -6305.17 -11574.1
internal_weight=0 1.1451e+06 665601 104593 21009 704 244 212 135 78 57 46 83584 69503 69172 20305 460 479498 472571 74564 4964 4698 166 4532 266 135 76 4508 4485 2428
internal_count=4073804 1145099 665601 104593 21009 704 244 212 135 78 57 46 83584 69503 69172 20305 460 479498 472571 74564 4964 4698 166 4532 266 135 76 4508 4485 2428
is_linear=0
shrinkage=0.1


Tree=2830
num_leaves=31
num_cat=0
split_feature=4 3 7 0 1 0 0 1 1 0 0 0 2 6 1 1 1 6 6 1 6 1 0 6 5 6 6 6 1 1
split_gain=9.22853e+11 1.46347e+13 1.02461e+13 1.98398e+13 3.7178e+13 3.68079e+13 3.79094e+13 3.8413e+13 5.28812e+13 1.37716e+13 2.55245e+13 1.12268e+13 2.02667e+13 2.62878e+13 4.83024e+13 6.63524e+13 5.3456e+13 5.64628e+13 4.98966e+13 4.56308e+13 3.65911e+13 3.06523e+13 2.56477e+13 2.50882e+13 1.92771e+13 1.50026e+13 1.39441e+13 2.40821e+13 1.2485e+13 1.15077e+13
threshold=4.5000000000000009 3.5000000000000004 6.0000000000000009 55.046782850000007 30.362494150000003 60.01610465000001 59.882709350000006 30.303340300000002 30.315889700000003 58.010305850000002 57.57007620000001 45.00849250000001 2882.5000000000005 84.810000000000016 39.763755750000009 39.105193450000009 38.657016300000002 96.050000000000011 91.02500000000002 39.712886600000012 48.945000000000007 39.735861600000007 44.601833250000006 112.00500000000001 3.5000000000000004 75.605000000000004 168.45000000000002 83.820000000000007 37.978059650000013 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 10 -6 12 13 20 15 16 17 18 -15 -17 -3 -21 29 -16 28 -24 27 -14 -19 -22
right_child=-2 2 3 4 9 -7 7 8 -10 -11 -12 -13 26 14 23 19 -18 24 -20 21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=50.624055256845786 14.784440286021988 15020.782533635724 -6231.3025658291981 -47630.08710645989 15604.401790844699 -128843.49521484376 146283.40540081522 -46575.335925480773 122168.47307692308 27685.24668077816 -25210.441661146011 -3447.8420576317094 -4596.2399190301767 3744.5964687500004 44289.044345238101 -171286.87595108699 189827.63822115387 -127787.09486607143 198112.390625 47220.77423828125 -46595.072436407732 -92251.241947115399 10139.347330508679 188880.97801339289 45816.567539062504 -53332.607231326219 65736.797312499999 -50292.019244173491 -17389.040214843753 -12226.83718922652
leaf_weight=325368 3715317 1232 1333 134 892 30 23 65 26 582 185 26323 1022 25 21 23 26 21 28 40 211 26 406 28 20 41 25 130 20 181
leaf_count=325368 3715317 1232 1333 134 892 30 23 65 26 582 185 26323 1022 25 21 23 26 21 28 40 211 26 406 28 20 41 25 130 20 181
internal_value=0 -153.224 -2155.87 3158.24 9619.91 -24223.9 -11568.3 30820.2 1637.18 15291.1 8593.5 -2738.04 2560.91 7927.49 36801.2 17519.7 60437.9 30927.9 106429 -49992.1 4051.63 -7722.75 -12055.6 126913 -34671.8 4317.53 -8149.45 -9752.88 -73934.4 -30726.1
internal_weight=0 358487 33119 3270 1937 278 248 114 91 1659 1077 29849 3526 2349 278 229 140 114 53 89 2071 66 839 49 61 447 1177 1152 41 392
internal_count=4073804 358487 33119 3270 1937 278 248 114 91 1659 1077 29849 3526 2349 278 229 140 114 53 89 2071 66 839 49 61 447 1177 1152 41 392
is_linear=0
shrinkage=0.1


Tree=2831
num_leaves=31
num_cat=0
split_feature=3 4 5 1 6 6 6 6 1 1 3 5 0 1 1 0 0 0 6 1 6 6 0 1 4 6 6 6 1 2
split_gain=8.74243e+11 1.05883e+13 1.9785e+13 2.21052e+13 4.27394e+13 7.12472e+13 4.42104e+13 5.4173e+13 5.48405e+13 2.90603e+13 3.04935e+13 2.97007e+13 2.82946e+13 3.9095e+13 2.68565e+13 9.4911e+13 7.40595e+13 8.73757e+13 7.91672e+13 4.88431e+13 4.60136e+13 1.01993e+14 4.5157e+13 4.40483e+13 3.96855e+13 2.82744e+13 2.64435e+13 2.55789e+13 2.4843e+13 4.00189e+13
threshold=2.5000000000000004 4.5000000000000009 1.5000000000000002 30.323041000000003 118.04500000000002 120.05000000000001 66.50500000000001 68.00500000000001 30.277905650000005 30.303340300000002 3.5000000000000004 4.5000000000000009 60.028671700000011 20.507515800000004 30.362494150000003 59.91832440000001 59.950512650000007 59.933037250000005 65.00500000000001 30.345769800000003 110.01500000000001 100.05000000000001 59.939085000000013 30.345769800000003 3.5000000000000004 88.825000000000003 63.855000000000011 57.995000000000012 30.509101000000005 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 8 -8 10 12 -12 13 -7 15 -5 17 20 19 -19 21 -17 23 -20 -18 -25 27 -4 29 -16
right_child=1 -3 3 14 5 9 7 -9 -10 -11 11 -13 -14 -15 28 16 24 18 22 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-79.567016348991984 845.73152145253573 62.342599657742483 -6653.7207456116321 -67463.495394736849 -167690.14759216309 12160.945019531251 44544.137352195947 16229.552777968172 204828.42536458335 51542.559261067712 -20708.374139825231 73523.793733377664 41081.6897273137 -106048.03681739268 4806.1606677731024 -11042.019214357431 48476.229984375008 271055.60712139425 208550.23826426631 73224.59407958985 62872.252532762097 -203388.09223790324 -8638.096923828125 -30647.899759615389 -90985.118183417799 121562.48026494565 -42878.156069106546 25278.386534416608 -2478.9315629652915 57017.811006747164
leaf_weight=1031321 38617 2936899 973 285 32 39 74 1553 30 60 116 47 26 99 1331 249 25 26 23 24 62 31 104 26 111 23 149 338 60946 165
leaf_count=1031321 38617 2936899 973 285 32 39 74 1553 30 60 116 47 26 99 1331 249 25 26 23 24 62 31 104 26 111 23 149 338 60946 165
internal_value=0 26.9711 -956.914 -1996.42 5698.63 -24287.4 9729.48 20908.6 90780 -12429.9 -24167.9 6462.86 -54611.9 -72641.2 -2425.39 -18775.3 935.177 16806 65054.1 176097 -15077.2 -32337.5 33507.9 94385.4 -65348.8 40797.8 -2958.1 1578.97 -2166.43 10564.8
internal_weight=0 3.04248e+06 105584 66967 3536 419 3117 1657 104 387 327 163 164 138 63431 989 704 568 226 50 342 280 176 72 136 49 1460 1311 62442 1496
internal_count=4073804 3042483 105584 66967 3536 419 3117 1657 104 387 327 163 164 138 63431 989 704 568 226 50 342 280 176 72 136 49 1460 1311 62442 1496
is_linear=0
shrinkage=0.1


Tree=2832
num_leaves=31
num_cat=0
split_feature=4 7 1 1 0 6 6 6 0 4 0 0 0 0 5 1 4 4 4 0 0 0 6 6 1 6 6 0 4 1
split_gain=9.20524e+11 5.26375e+12 2.3122e+13 3.2566e+13 4.1733e+13 3.22841e+13 4.94937e+13 3.59707e+13 5.04394e+13 6.85526e+13 2.8461e+13 6.23324e+13 8.97942e+13 3.2579e+13 3.07824e+13 2.93939e+13 3.33358e+13 2.78355e+13 2.74196e+13 6.16707e+13 3.64273e+13 1.68792e+14 2.72564e+13 3.16016e+13 2.57413e+13 2.99739e+13 2.3911e+13 5.46632e+13 3.49968e+13 3.19984e+13
threshold=5.5000000000000009 6.0000000000000009 30.303340300000002 30.362494150000003 57.719618750000002 50.010000000000012 80.720000000000013 44.820000000000007 59.933037250000005 4.5000000000000009 59.91832440000001 59.764576050000009 59.825842200000004 59.898927250000007 2.5000000000000004 30.624707450000006 4.5000000000000009 3.5000000000000004 4.5000000000000009 60.01610465000001 59.905532300000012 59.963561900000009 68.00500000000001 66.50500000000001 30.370944000000005 91.02500000000002 106.49500000000002 56.228352100000002 2.5000000000000004 63.728898350000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 22 -4 -9 -10 11 15 14 -14 -13 16 24 -17 19 20 -3 -22 23 -7 25 -6 -5 29 -29 -28
right_child=-2 2 3 4 10 6 -8 8 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=125.01000528619555 -29.723578651588355 -857.87246708676912 -11044.654444378262 -1513.8796472499653 26989.733178818489 -38090.246832062665 4274.1168238290347 -18198.601789519074 806.64140625000005 175529.69744847075 -5209.8308535127471 93611.472574626867 -46828.158492667222 39267.414722696943 212833.55087890627 -3814.0378270650081 -18218.96613123472 22115.818220961264 16571.167584168008 -68214.910745215602 300262.50421195658 -465.59625897648357 -74225.197403951213 58802.420441828552 -10730.219330693833 -33534.154795131893 -67.739817568292196 21268.687025669642 -80323.72263599743 -48325.405109337917
leaf_weight=1088281 2928705 1334 623 44556 681 373 322 77 43 47 1442 67 57 192 32 556 735 1621 1614 129 23 99 202 37 433 93 1054 42 176 158
leaf_count=1088281 2928705 1334 623 44556 681 373 322 77 43 47 1442 67 57 192 32 556 735 1621 1614 129 23 99 202 37 433 93 1054 42 176 158
internal_value=0 76.021 -862.305 -1355.04 -905.856 -14876.3 -27461.7 3.1257 41217.3 92050.9 7005.17 10948.3 51588.5 19558.8 132148 7514.77 -1429.35 15493.4 7396.59 -1945.86 3925.51 56229 -44159.3 -29346.3 8794.65 19717.5 -1922.39 -14650.7 -60750.9 -6358.76
internal_weight=0 1.1451e+06 56818 53619 51895 1724 934 790 167 90 5909 4467 348 249 99 4119 1942 2177 3199 1585 1456 122 612 410 1207 774 45986 1430 218 1212
internal_count=4073804 1145099 56818 53619 51895 1724 934 790 167 90 5909 4467 348 249 99 4119 1942 2177 3199 1585 1456 122 612 410 1207 774 45986 1430 218 1212
is_linear=0
shrinkage=0.1


Tree=2833
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 4 4 6 6 4 4 3 3 4 0 6 5 1 3 1 0 7 0 6 7 0 6 0 0 6
split_gain=8.26803e+11 1.20001e+13 3.28874e+13 4.29206e+13 1.01413e+14 7.52293e+13 1.41422e+14 5.34691e+13 5.14297e+13 9.13171e+13 7.73929e+13 7.73895e+13 6.41445e+13 4.95299e+13 4.24075e+13 6.12159e+13 4.72655e+13 4.3787e+13 5.17128e+13 3.85046e+13 1.04984e+14 2.13455e+14 1.1906e+14 9.44959e+13 6.94869e+13 7.24176e+13 8.00261e+13 1.19685e+14 6.41703e+13 6.37983e+13
threshold=37.343102500000008 37.401708450000008 75.000000000000014 55.866549750000011 55.806294650000005 8.5000000000000018 7.5000000000000009 110.01500000000001 105.00500000000001 15.500000000000002 21.500000000000004 3.5000000000000004 5.5000000000000009 7.5000000000000009 55.850146250000009 55.805000000000007 2.5000000000000004 37.374856000000008 7.5000000000000009 37.374856000000008 55.806294650000005 6.0000000000000009 55.850146250000009 66.990000000000023 6.0000000000000009 55.791814000000009 79.015000000000015 55.649510000000014 55.79439725000001 108.05000000000001
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 19 4 7 6 -5 -4 10 11 -6 -10 -13 -9 17 16 -16 -12 -19 -2 24 22 29 -23 25 26 27 -21 -27 -22
right_child=1 -3 3 5 8 -7 -8 13 9 -11 14 12 -14 -15 15 -17 -18 18 -20 20 21 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-109.0315695649478 -7590.992585356672 0.96277409257146251 -45.254955309013511 15084.488188611178 33819.661751118889 -9118.9764904861131 198480.61776512634 18401.656423611112 -220794.58878676474 22014.759253510976 13661.906362999493 84213.773148148146 -109955.44388586956 184282.94119791666 6134.3747230147201 -32272.009617889908 101724.10189732144 -12340.265629802767 98474.516529756438 8575.0626873661095 -37649.936666434158 -84374.997039373993 37329.418340224234 -257931.88490188957 21437.005113699328 134828.77099095396 36667.820275398859 -37409.702777186183 21538.856008018851 143647.35593749999
leaf_weight=594077 6173 3448569 8661 399 2335 3615 47 45 34 168 1337 27 46 30 678 488 56 61 136 1136 658 116 385 43 2516 57 356 1128 407 20
leaf_count=594077 6173 3448569 8661 399 2335 3615 47 45 34 168 1337 27 46 30 678 488 56 61 136 1136 658 116 385 43 2516 57 356 1128 407 20
internal_value=0 18.6144 1972.3 4720.35 7328.99 -4338.29 34411 682.762 18149.2 -23973.5 20424.6 -96179.4 -38139.4 84754.2 9075.71 -4822.49 13427.3 20147.2 64161.3 -1868.62 3309.36 -23246.7 -7082.68 -131312 9104.27 -957.061 -7405.77 -14336.1 35455.9 -32301.9
internal_weight=0 3.47973e+06 31158 18163 14102 4061 446 8736 5366 275 5091 107 73 75 2756 1222 734 1534 197 12995 6822 1222 1063 159 5600 3084 2620 2264 464 678
internal_count=4073804 3479727 31158 18163 14102 4061 446 8736 5366 275 5091 107 73 75 2756 1222 734 1534 197 12995 6822 1222 1063 159 5600 3084 2620 2264 464 678
is_linear=0
shrinkage=0.1


Tree=2834
num_leaves=31
num_cat=0
split_feature=1 1 2 5 4 6 7 3 0 4 6 1 0 3 4 3 4 6 5 1 3 3 7 3 6 0 1 6 6 6
split_gain=7.79965e+11 1.44213e+13 2.74077e+13 3.48959e+13 4.14001e+13 3.04413e+13 2.16499e+13 1.91354e+13 2.28644e+13 6.81993e+13 6.68657e+13 4.22801e+13 2.6262e+13 2.82515e+13 5.42001e+13 6.61515e+13 5.25436e+13 7.4608e+13 3.75994e+13 3.90454e+13 6.69348e+13 3.48587e+13 2.86193e+13 3.18267e+13 2.8386e+13 2.4628e+13 5.12533e+13 5.77e+13 4.38406e+13 4.38009e+13
threshold=38.965413050000002 38.657016300000002 3191.5000000000005 1.5000000000000002 5.5000000000000009 85.020000000000024 6.0000000000000009 1.5000000000000002 44.990874950000006 4.5000000000000009 79.710000000000022 38.782330450000011 45.029425500000009 16.500000000000004 23.500000000000004 20.500000000000004 22.500000000000004 53.995000000000012 2.5000000000000004 38.958307950000012 8.5000000000000018 4.5000000000000009 6.0000000000000009 12.500000000000002 100.05000000000001 45.059854000000009 38.91194105000001 103.03500000000001 106.49500000000002 108.05000000000001
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 -4 -5 6 -6 -3 9 10 -9 -12 13 16 -15 24 -10 -18 21 -20 -21 -19 23 -22 -16 26 27 -14 -29 -28
right_child=-2 2 3 4 5 -7 -8 8 12 -11 11 -13 25 14 15 -17 17 18 19 20 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=34.96026080360101 30.583135318953556 2774.1480964654693 515.99528374459612 -5144.8904095139624 -26469.95463445273 -71337.923669627358 435.5260021861971 6952.8273395406795 6000.5179973917329 -23825.582967431357 237685.82325962611 39313.427217240765 3202.7788592347788 12334.729673356276 90762.911346293607 -59386.302339099697 46692.19654695085 -159412.07244664634 90522.989394531251 51968.688227634804 -208447.04628232762 -57026.937122691765 -11717.933653846154 -44471.152031250007 218784.95387931034 -433.79968399726943 -5817.4126662834578 134311.67468039773 29749.623773358322 -32282.140082565282
leaf_weight=1228585 2736801 13774 4065 3268 1328 126 386 580 5437 1417 21 22 3413 416 43 21 103 41 30 51 29 176 26 20 29 56847 15895 55 148 651
leaf_count=1228585 2736801 13774 4065 3268 1328 126 386 580 5437 1417 21 22 3413 416 43 21 103 41 30 51 29 176 26 20 29 56847 15895 55 148 651
internal_value=0 -62.6027 -1168.18 -6397.97 -11900.2 -23898.1 -20410.7 -684.801 -1242.22 -11701.9 15873.1 136193 -986.471 5157.31 27763.7 96779.1 3211.32 -28647.7 -49452 -12006.2 -36417.9 -76371.6 -96520.7 -141518 142327 -1498.82 -4501.65 6283.51 58079.2 -6858.66
internal_weight=0 1.337e+06 108418 9173 5108 1840 1714 99245 85471 2040 623 43 83431 6422 509 93 5913 476 373 156 126 217 75 49 72 77009 20162 3616 203 16546
internal_count=4073804 1337003 108418 9173 5108 1840 1714 99245 85471 2040 623 43 83431 6422 509 93 5913 476 373 156 126 217 75 49 72 77009 20162 3616 203 16546
is_linear=0
shrinkage=0.1


Tree=2835
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 6 4 4 4 6 6 1 6 1 6 4 4 4 4 4 4 6 6 5 6 6 6 3 3
split_gain=9.40178e+11 1.02313e+13 1.76618e+13 1.62494e+13 3.81e+13 2.18292e+13 4.01627e+13 2.47693e+13 2.09548e+13 2.08081e+13 3.8601e+13 1.88853e+13 2.65557e+13 2.04567e+13 2.05485e+13 2.06419e+13 3.23621e+13 2.49439e+13 5.28104e+13 2.7891e+13 3.14581e+13 3.10527e+13 2.70838e+13 3.50511e+13 2.58032e+13 2.49899e+13 2.3495e+13 2.3156e+13 3.02197e+13 2.9522e+13
threshold=47.295021550000008 51.307150200000002 36.049731800000011 36.865631950000008 37.804148700000006 50.596941950000009 168.45000000000002 6.5000000000000009 5.5000000000000009 5.5000000000000009 91.02500000000002 70.00500000000001 36.593086150000012 77.565000000000012 36.555998300000006 125.02000000000002 12.500000000000002 16.500000000000004 15.500000000000002 13.500000000000002 14.500000000000002 11.500000000000002 110.01500000000001 103.03500000000001 3.5000000000000004 114.05000000000001 99.050000000000011 84.810000000000016 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 -2 5 8 11 7 9 -5 10 -7 12 -4 -13 -15 17 -17 18 19 21 22 -16 23 26 -19 -24 -21 -20 29 -29
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12 13 -14 14 15 16 -18 24 27 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=101.74474634666674 -62417.701471077133 4.9432954710166497 2976.2461341667622 -3631.2757927805792 -1292.2516206676494 -1151.7308185281622 108605.26112253289 10184.099737646822 -17728.288423039987 -31824.064323207313 132031.43281250002 -12385.096398465947 -13702.787822509999 -23165.124177946553 4095.6372829494417 -55571.094030928944 19903.310462869624 -746.24585306186873 -16035.519732142857 -8556.4206310948575 20860.394838899101 40091.517021071748 -102665.06216099751 84669.91356811524 -52328.088605499273 -11408.020827792554 -91546.918541666673 88737.270213721262 168156.7595982143 -8954.8378499348964
leaf_weight=742645 47 3250391 11146 1976 51979 2012 38 4033 2261 224 22 2429 1044 359 1535 146 93 297 35 141 153 284 83 32 144 47 45 87 28 48
leaf_count=742645 47 3250391 11146 1976 51979 2012 38 4033 2261 224 22 2429 1044 359 1535 146 93 297 35 141 153 284 83 32 144 47 45 87 28 48
internal_value=0 -22.6829 -1134.46 -1098.78 -2035.52 1050.18 6108.12 5489 -11153.9 -2896.89 288.795 -711.021 1547.79 -5310.9 -480.081 2066.49 -26202.4 4349.78 8192.17 3961.39 -16930.9 9715.66 -33546 -12002.9 -17589.3 -69672.1 -28634.8 57764.9 73611.7 54002.3
internal_weight=0 3.33116e+06 80768 80721 56216 24505 6329 6291 4237 2258 2034 18176 12190 5986 3557 3198 239 2959 2518 2320 501 1819 348 218 441 130 186 198 163 135
internal_count=4073804 3331159 80768 80721 56216 24505 6329 6291 4237 2258 2034 18176 12190 5986 3557 3198 239 2959 2518 2320 501 1819 348 218 441 130 186 198 163 135
is_linear=0
shrinkage=0.1


Tree=2836
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 1 1 4 7 1 4 6 0 4 1 0 0 2 1 1 1 4 6 6 6 1 0 6 6 0
split_gain=8.34974e+11 7.26797e+12 2.411e+13 7.91149e+13 1.02279e+14 1.90508e+14 5.62576e+13 8.92723e+13 1.02121e+14 6.35005e+13 5.0504e+13 7.0678e+13 4.81211e+13 5.98155e+13 4.53788e+13 4.26154e+13 4.13015e+13 6.1177e+13 3.88607e+13 1.02135e+14 3.83235e+13 4.06311e+13 3.75346e+13 5.82409e+13 4.27495e+13 3.66272e+13 3.58154e+13 5.35558e+13 3.35537e+13 3.22956e+13
threshold=10.500000000000002 14.500000000000002 55.840017500000009 55.883833400000007 37.343102500000008 37.234509300000006 37.600779750000008 11.500000000000002 6.0000000000000009 38.166910000000009 11.500000000000002 56.805000000000007 55.79439725000001 13.500000000000002 37.618684050000006 55.866549750000011 55.82518790000001 75.000000000000014 37.586700500000006 37.649344350000007 37.503969450000007 12.500000000000002 80.720000000000013 80.030000000000015 93.050000000000011 37.318079750000003 55.866549750000011 48.945000000000007 92.02500000000002 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 29 -9 15 11 -6 -2 16 22 -10 -14 18 -18 -20 21 -12 23 -15 -24 -7 -23 -28 -16 -8
right_child=1 -3 3 -5 6 25 7 8 9 -11 20 -13 13 14 28 -17 17 -19 19 -21 -22 26 24 -25 -26 -27 27 -29 -30 -31
leaf_value=35.033717634402322 -857.11442469686472 52.052616819826177 -15873.240865998221 -141.39611167811628 -22911.505714699073 82159.07831893707 -3751.8452679498682 9812.0786987298325 65065.293538387356 10377.531069853934 -2461.8000770274029 203846.53484933038 4361.8212313976201 -22906.487006160289 -8823.3073486355606 -18965.317065805291 -35928.486071830652 -1285.6129544507494 -288592.79150390625 -35937.842236328128 -13056.133612230427 17833.449289705673 -91244.526014028117 140588.55909090908 12459.826090801887 160269.43557316708 6645.8101645611714 151415.87426060269 47004.051344517298 -67339.603814338247
leaf_weight=2547999 161944 1214233 202 130142 27 142 1324 2401 844 380 1061 28 4060 2262 2777 65 229 631 24 48 2012 331 159 22 53 104 47 56 112 85
leaf_count=2547999 161944 1214233 202 130142 27 142 1324 2401 844 380 1061 28 4060 2262 2777 65 229 631 24 48 2012 331 159 22 53 104 47 56 112 85
internal_value=0 -58.5041 -489.357 489.208 9498.76 56089.8 7088.79 13824.9 22001.3 44705.8 -2553.99 92529 -1280.13 -7881.66 -15191.6 59056.5 3.7872 -18980.8 -56076 -120156 -4045.17 8081.97 -25067.7 -21331.7 -65318.4 115181 33858.3 85355.7 -6659.01 -7587.87
internal_weight=0 1.5258e+06 311572 139251 9109 448 8661 5099 3690 1289 3562 55 172321 10377 5385 909 4992 932 301 72 3507 1495 2496 2284 212 246 434 103 2889 1409
internal_count=4073804 1525805 311572 139251 9109 448 8661 5099 3690 1289 3562 55 172321 10377 5385 909 4992 932 301 72 3507 1495 2496 2284 212 246 434 103 2889 1409
is_linear=0
shrinkage=0.1


Tree=2837
num_leaves=31
num_cat=0
split_feature=1 1 2 4 4 1 1 0 7 0 6 7 0 6 0 3 5 0 4 4 6 7 0 0 0 0 6 4 0 6
split_gain=8.31099e+11 9.56364e+12 2.66827e+13 3.72217e+13 4.47973e+13 4.39599e+13 3.78745e+13 7.6989e+13 1.76143e+14 9.03687e+13 7.66096e+13 6.2644e+13 6.30899e+13 7.60449e+13 7.8842e+13 7.79656e+13 6.10176e+13 5.92554e+13 5.91303e+13 1.08782e+14 8.72551e+13 7.02811e+13 6.66202e+13 5.77692e+13 5.71303e+13 5.21666e+13 5.09144e+13 4.78199e+13 4.95182e+13 6.62719e+13
threshold=37.343102500000008 37.401708450000008 75.000000000000014 3.5000000000000004 2.5000000000000004 37.374856000000008 37.374856000000008 55.806294650000005 6.0000000000000009 55.850146250000009 64.405000000000015 6.0000000000000009 55.791814000000009 79.015000000000015 55.649510000000014 3.5000000000000004 2.5000000000000004 55.462387050000011 10.500000000000002 9.5000000000000018 81.705000000000013 6.0000000000000009 55.649510000000014 55.840017500000009 55.834019500000004 55.79439725000001 53.005000000000003 15.500000000000002 55.728148450000006 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 4 -2 -6 18 11 9 -9 -10 12 13 14 15 -8 -15 -13 19 20 21 23 -22 -5 -12 -14 -20 28 -16 -30
right_child=1 -3 -4 6 5 -7 7 8 10 -11 24 17 25 16 27 -17 -18 -19 26 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-109.31444460564067 -61915.41030392531 2.9046109111984748 4238.0542316913316 -19783.485062568132 102100.15530500317 14640.782795214132 -49515.577494206045 -27321.943213179977 -69777.435331483648 33441.109628804523 -134873.17954101562 164058.56838727681 121341.48448464913 119076.76961050725 -31712.996979504871 19104.020296958821 14089.487921186177 17765.832193066999 4766.2146130305664 -244573.25687500002 -44607.014936523439 -201269.7398726852 192632.42908135778 -133830.09102328433 -350322.34609375003 19195.700989099452 -14411.735212375213 -53529.489067432987 4131.0549194335936 171314.28221982761
leaf_weight=594077 41 3448569 18163 344 99 137 209 675 107 384 32 28 57 69 385 797 280 2480 2647 25 20 27 29 51 20 407 2902 584 130 29
leaf_count=594077 41 3448569 18163 344 99 137 209 675 107 384 32 28 57 69 385 797 280 2480 2647 25 20 27 29 51 20 407 2902 584 130 29
internal_value=0 18.6627 1762.77 -1696.91 34567.4 51329.2 -2486.75 2707.25 -20024.2 -5288.88 -118167 7782.76 -2103.14 -8428.14 -15505.4 4848.06 34846.3 19399.1 -8220.34 -41300.9 -30511.5 -45178 95800 -34508.5 -217738 31743.8 -5263.41 -33657.4 -12324.2 34623.6
internal_weight=0 3.47973e+06 31158 12995 277 236 12718 6673 1218 1059 159 5455 2947 2483 2134 1006 349 2508 6045 496 471 422 49 395 52 464 5549 1128 544 159
internal_count=4073804 3479727 31158 12995 277 236 12718 6673 1218 1059 159 5455 2947 2483 2134 1006 349 2508 6045 496 471 422 49 395 52 464 5549 1128 544 159
is_linear=0
shrinkage=0.1


Tree=2838
num_leaves=31
num_cat=0
split_feature=2 6 4 5 0 4 3 1 3 0 4 5 2 6 3 7 3 6 3 6 6 1 1 3 1 1 1 5 0 0
split_gain=8.21631e+11 4.90669e+12 8.40532e+12 4.69758e+13 4.39045e+13 3.78738e+13 4.61237e+13 4.47798e+13 3.25082e+13 2.82163e+13 2.6227e+13 2.29282e+13 2.64138e+13 2.17549e+13 2.06478e+13 1.74574e+13 1.79505e+13 1.73015e+13 2.08583e+13 1.99421e+13 4.15855e+13 4.5138e+13 1.68828e+13 1.42971e+13 2.64104e+13 1.77267e+13 1.58671e+13 1.67013e+13 1.42247e+13 1.38038e+13
threshold=3129.5000000000005 149.05000000000004 12.500000000000002 4.5000000000000009 56.83050475000001 17.500000000000004 9.5000000000000018 36.593086150000012 6.5000000000000009 57.125462300000009 13.500000000000002 3.5000000000000004 5325.0000000000009 156.15000000000003 16.500000000000004 6.0000000000000009 14.500000000000002 156.15000000000003 8.5000000000000018 189.00000000000003 168.45000000000002 82.948524700000021 60.571186450000006 15.500000000000002 60.571186450000006 39.735861600000007 82.918694400000007 3.5000000000000004 56.041614100000011 55.055052800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 22 -6 -5 15 -13 -14 -15 16 -9 18 -12 20 21 -19 -7 26 25 -25 27 -10 29 -21
right_child=1 2 3 4 9 8 7 11 23 -11 17 12 13 14 -16 -17 -18 19 -20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-40.86366152541418 60.443545320646905 -496.40324276058192 -56094.184517772977 101659.69823495371 167787.59241071431 110723.21958333334 90941.330964176843 95967.408709881769 -116915.07453613282 18304.546365489132 43732.971459960943 -87302.740833333344 73102.720735677096 -52697.779913535822 59747.269687500004 -26655.800759139151 -12455.389347956732 -89977.478786057691 -75237.101988002236 -3070.303167652236 90260.978581574687 58585.753143168607 24885.71638208763 9492.1844904119334 -13219.250350149056 137940.18958333333 32096.463000000003 -30794.714329769737 -79674.337364130435 70314.48560474538
leaf_weight=2228633 1836680 6305 421 27 28 30 41 37 32 23 20 75 24 89 20 53 26 39 56 506 77 43 97 22 228 21 25 76 23 27
leaf_count=2228633 1836680 6305 421 27 28 30 41 37 32 23 20 75 24 89 20 53 26 39 56 506 77 43 97 22 228 21 25 76 23 27
internal_value=0 49.3559 -2349 -7692.37 10354.2 -19600.1 -33538.5 -7522.21 1031.87 100374 4741.76 -19982.1 -39848.1 -13087.9 -32065.7 15639.6 51221.5 1433.57 -43929.2 6255.34 37485.3 -12072.4 45162.3 -12840.8 337.945 72222.6 -39693.8 -56311.9 -2675.53 647.125
internal_weight=0 1.84517e+06 8491 2186 869 1317 786 365 531 51 818 324 208 133 109 116 63 791 76 715 159 82 127 404 271 43 133 108 556 533
internal_count=4073804 1845171 8491 2186 869 1317 786 365 531 51 818 324 208 133 109 116 63 791 76 715 159 82 127 404 271 43 133 108 556 533
is_linear=0
shrinkage=0.1


Tree=2839
num_leaves=31
num_cat=0
split_feature=3 6 4 7 4 7 1 0 1 6 6 3 3 1 1 6 4 0 5 6 1 6 6 0 0 5 1 5 4 6
split_gain=7.97422e+11 9.92582e+12 2.25652e+13 3.12154e+13 3.0469e+13 6.39552e+13 1.10322e+14 5.16893e+13 4.59473e+13 3.25637e+13 2.85675e+13 2.64967e+13 2.40108e+13 2.08055e+13 2.06929e+13 2.84052e+13 2.0459e+13 1.90616e+13 1.85455e+13 1.92827e+13 2.11159e+13 3.87269e+13 3.06745e+13 2.74271e+13 2.73188e+13 1.65244e+13 4.13659e+13 1.62557e+13 3.51243e+13 4.79691e+13
threshold=2.5000000000000004 68.00500000000001 8.5000000000000018 6.0000000000000009 7.5000000000000009 6.0000000000000009 20.507515800000004 59.848366150000011 37.234509300000006 112.00500000000001 168.45000000000002 1.5000000000000002 1.5000000000000002 30.315889700000003 37.586700500000006 73.995000000000019 11.500000000000002 57.634352600000007 1.5000000000000002 78.605000000000004 30.345769800000003 91.02500000000002 96.050000000000011 55.812023600000011 55.710673100000008 3.5000000000000004 49.176406850000006 3.5000000000000004 5.5000000000000009 134.05000000000004
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 4 -4 27 6 -6 8 9 -8 12 13 17 -9 15 -14 -5 -10 -7 -20 21 -21 -23 24 -22 -16 -27 -3 -29 -30
right_child=-2 2 3 16 5 18 7 11 10 -11 -12 -13 14 -15 25 -17 -18 -19 19 20 23 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=56.669235058195831 25.758872045038164 -767.27611136506619 -3350.0173450317816 -1615.4328420023253 161592.60150035511 84744.371022727282 -21880.370196759261 160590.24236886163 41794.527816220943 -148293.77747395833 110813.34732862905 36636.481737272406 121986.49893465909 60863.116379957937 -5614.5381876060892 15377.709995069783 3645.1685019535744 -54322.514559659096 -22527.365433272465 48331.606099033816 -2140.4715233458041 -94389.581352796056 5740.4880448845543 -42657.603047402874 114907.47844460228 -46530.563802083336 105751.97042791195 1382.4388446191588 4650.4782841078513 43386.137675579899
leaf_weight=871891 3042483 55843 54441 17073 55 22 135 35 332 24 31 242 33 52 718 103 13039 22 538 207 213 38 157 185 22 30 44 14373 938 485
leaf_count=871891 3042483 55843 54441 17073 55 22 135 35 332 24 31 242 33 52 718 103 13039 22 538 207 213 38 157 185 22 30 44 14373 938 485
internal_value=0 -75.9908 -801.482 -1921.03 462.744 9951.11 22078.4 17817.9 9808.69 -40961.6 15956.8 53652.2 13663.1 100983 5210.55 41246 662.496 35821.2 -6335.65 -7809 1824.19 18206.7 -13772 -13856.2 8817.21 -977.359 44015.8 33.8813 2866.18 17852.7
internal_weight=0 1.03132e+06 159430 84553 74877 3238 1856 1801 1472 159 1313 329 1282 87 928 136 30112 354 1382 1360 822 402 195 420 235 792 74 71639 15796 1423
internal_count=4073804 1031321 159430 84553 74877 3238 1856 1801 1472 159 1313 329 1282 87 928 136 30112 354 1382 1360 822 402 195 420 235 792 74 71639 15796 1423
is_linear=0
shrinkage=0.1


Tree=2840
num_leaves=31
num_cat=0
split_feature=0 0 1 7 6 4 1 1 0 4 1 6 4 6 4 6 3 4 6 6 6 6 3 6 6 6 4 1 4 5
split_gain=7.87035e+11 8.26951e+12 2.51769e+13 2.05119e+13 2.18383e+13 1.74411e+13 1.62796e+13 7.62172e+13 2.28716e+13 1.67297e+13 1.63758e+13 1.63258e+13 1.62688e+13 1.641e+13 1.54482e+13 2.43135e+13 1.65443e+13 1.48786e+13 1.38686e+13 1.50114e+13 1.38204e+13 1.28037e+13 1.22644e+13 1.14206e+13 1.00092e+13 9.68574e+12 1.2617e+13 9.33173e+12 9.36005e+12 9.15685e+12
threshold=47.295021550000008 50.556058150000005 39.703507450000011 6.0000000000000009 71.030000000000015 20.500000000000004 39.763755750000009 40.024897700000004 47.319699650000011 17.500000000000004 39.712886600000012 58.995000000000012 10.500000000000002 93.050000000000011 3.5000000000000004 100.05000000000001 11.500000000000002 21.500000000000004 93.050000000000011 80.720000000000013 85.020000000000024 73.995000000000019 2.5000000000000004 37.005000000000003 81.02500000000002 88.00500000000001 8.5000000000000018 39.723160900000003 15.500000000000002 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 3 4 23 6 9 8 12 14 29 -10 13 -8 20 -16 27 21 19 -14 -4 -7 -6 -2 -13 -24 -27 28 -17 -11
right_child=1 -3 5 -5 22 17 7 -9 11 10 -12 24 18 -15 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=93.090198249561254 123.0505896699058 -1.7480215974815156 11496.885272562278 4726.638764264545 -2672.8399057146257 29389.784967137897 33489.411978216245 -258.5421785405037 -21845.461655799725 33990.73324497768 13899.742266312856 -56633.078118016943 -11156.470632170434 -63478.567500000005 1035.1943974183891 26873.713376524393 -106795.96995967743 8353.2798040273774 69848.108574218742 -52162.777097066246 70942.779127762959 119552.58876488096 -25175.202690262671 -9946.1947206187106 11246.234375 -109479.05814393942 -36859.731502559269 -74683.093235351567 -48952.582930995799 118167.08854166669
leaf_weight=742645 1641 3283385 848 1291 197 63 137 25155 1031 28 504 229 1274 20 9632 41 31 1165 20 96 41 21 497 3592 24 33 87 25 27 24
leaf_count=742645 1641 3283385 848 1291 197 63 137 25155 1031 28 504 229 1274 20 9632 41 31 1165 20 96 41 21 497 3592 24 33 87 25 27 24
internal_value=0 -20.7534 -1326.95 -6715.86 -9158.76 -349.01 -719.788 -2009.25 -17565.3 2501.97 19412.3 -27431.3 -9376.55 21136.8 1618.73 468.772 -43529.4 11284 -12823 -14029.9 14238.5 51930.5 -24395.9 -6788.61 -50193.9 -31331.7 -56830 -22440.6 -3233.79 72841.4
internal_weight=0 3.33116e+06 47774 7338 6047 40436 39187 27986 2831 11201 556 1284 1547 157 10645 9756 124 1249 1390 1370 889 84 814 5233 253 617 120 93 68 52
internal_count=4073804 3331159 47774 7338 6047 40436 39187 27986 2831 11201 556 1284 1547 157 10645 9756 124 1249 1390 1370 889 84 814 5233 253 617 120 93 68 52
is_linear=0
shrinkage=0.1


Tree=2841
num_leaves=31
num_cat=0
split_feature=4 1 0 3 0 6 0 6 5 1 6 7 3 2 3 4 1 6 6 0 7 1 6 0 3 2 1 6 6 0
split_gain=8.33498e+11 5.38982e+12 1.20387e+13 5.35483e+12 2.2903e+13 3.53874e+13 3.68642e+13 4.80556e+13 4.82309e+13 3.42833e+13 3.6178e+13 3.43437e+13 3.37616e+13 3.97882e+13 2.98856e+13 3.72907e+13 6.02456e+13 5.31742e+13 2.93112e+13 3.14e+13 2.80457e+13 2.90631e+13 2.60128e+13 2.56632e+13 3.30928e+13 2.5e+13 2.48692e+13 3.17111e+13 3.66271e+13 2.38728e+13
threshold=19.500000000000004 103.8879505 52.07762420000001 15.500000000000002 56.288960650000007 100.05000000000001 56.818587550000011 134.05000000000004 3.5000000000000004 37.543519500000009 81.705000000000013 6.0000000000000009 16.500000000000004 2599.0000000000005 16.500000000000004 16.500000000000004 37.425454150000007 76.605000000000004 104.01000000000001 56.342669500000007 6.0000000000000009 37.729575300000008 97.020000000000024 55.667390500000003 18.500000000000004 75.000000000000014 37.425454150000007 49.895000000000003 94.02500000000002 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 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 9 22 7 18 -9 11 -11 14 -8 -14 15 16 17 -5 -7 -20 -12 -22 -6 -16 -25 -18 -17 -28 -29 -13
right_child=1 2 -4 4 5 6 12 8 -10 10 20 29 13 -15 23 26 25 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=34.486856788043518 -115.59804500040451 -6644.5608731979628 -71117.819042968753 -13396.356216621987 1833.1766098725188 96893.118193095434 -17778.133413764717 267858.09765625 69899.514385986331 56.168137006481089 -13166.353200118667 -3786.6911716517143 -101486.32728794643 40472.970643791428 -10413.379288469814 -6441.0089116985746 -77736.750413411457 98353.397010522967 -88617.265911458337 56066.360520833339 51324.587539405155 -1108.9724042732419 -52084.791202256951 -26231.772539606191 -93099.699045688292 -13725.341524913702 -12028.183848396679 40361.401069110623 -72248.935887096784 19916.119629427281
leaf_weight=3522086 474128 305 32 325 15452 37 223 20 32 48169 3843 1636 21 330 1306 1273 210 49 30 30 114 1454 90 1172 79 86 244 423 31 574
leaf_count=3522086 474128 305 32 325 15452 37 223 20 32 48169 3843 1636 21 330 1306 1273 210 49 30 30 114 1454 90 1172 79 86 244 423 31 574
internal_value=0 -124.584 -12766.7 16.4226 -807.154 2526.99 24153.3 68472.9 146037 -1696.34 -814.748 -8072.66 12648.7 31979.7 -12512.3 -5051.39 -25432.2 1244.65 26891.9 -16275.5 -8567.68 2703.16 1520.95 -20218.4 -30454.4 -59138.8 1876.65 17046.2 32672.1 2369.6
internal_weight=0 474465 337 3.59934e+06 77253 16265 723 149 52 60988 53580 7408 574 351 5198 2641 670 374 97 60 5411 1568 15542 2557 1251 296 1971 698 454 2210
internal_count=4073804 474465 337 3599339 77253 16265 723 149 52 60988 53580 7408 574 351 5198 2641 670 374 97 60 5411 1568 15542 2557 1251 296 1971 698 454 2210
is_linear=0
shrinkage=0.1


Tree=2842
num_leaves=31
num_cat=0
split_feature=6 6 7 0 0 4 1 3 1 3 1 4 3 0 4 6 2 0 0 4 3 1 4 0 4 1 1 1 6 1
split_gain=8.81372e+11 2.43518e+13 2.68574e+13 3.77688e+13 6.00256e+13 5.90368e+13 9.48159e+13 5.52638e+13 4.61029e+13 3.57908e+13 3.06444e+13 2.56215e+13 3.2029e+13 2.56752e+13 2.69257e+13 2.48264e+13 3.65134e+13 2.51658e+13 2.52809e+13 4.84222e+13 2.11512e+13 2.10891e+13 1.96088e+13 1.8917e+13 1.7471e+13 4.95018e+13 4.99518e+13 3.52754e+13 3.27604e+13 2.23073e+13
threshold=71.030000000000015 70.00500000000001 6.0000000000000009 59.982409200000006 59.898927250000007 10.500000000000002 30.389265100000003 3.5000000000000004 30.303340300000002 10.500000000000002 30.242318500000007 25.500000000000004 20.500000000000004 54.988402950000008 23.500000000000004 70.50500000000001 75.000000000000014 55.696737300000009 55.622114900000007 21.500000000000004 3.5000000000000004 37.682335600000009 17.500000000000004 55.568628050000008 5.5000000000000009 30.330566300000005 30.362494150000003 30.260128500000004 70.50500000000001 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 -1 11 4 15 7 9 8 -6 22 -5 12 24 -14 -15 16 17 18 -4 -20 -18 -19 -7 -13 25 27 -27 28 -3 -26
right_child=-2 2 3 10 5 6 -8 -9 -10 -11 -12 23 13 14 -16 -17 20 21 19 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=3.1784937805214981 106.77939511087473 79654.391294642861 -24926.298656109579 56539.556755514714 -57024.825838414639 -103961.36804727091 61349.418604343227 125821.76430220171 99234.103660714289 34426.787009447675 -44075.42786422951 27371.70325646034 131190.95067608173 104561.09338541667 -4110.5548694490135 6243.508026884354 14148.934074698043 1190.1451794473098 -159868.41399804689 -23896.08856534091 -4582.7385924384189 -57001.188201121804 -21894.392675781251 -67726.727128358645 -8667.5905542209093 -113603.70304687502 -1241.9038681558463 86227.855147372175 -29410.515607910158 5258.3274601275189
leaf_weight=3397831 649723 42 153 34 41 74 177 110 35 43 276 26 26 30 95 3914 747 309 50 55 3123 78 48 107 11509 40 3640 110 80 1278
leaf_count=3397831 649723 42 153 34 41 74 177 110 35 43 276 26 26 30 95 3914 747 309 50 55 3123 78 48 107 11509 40 3640 110 80 1278
internal_value=0 -20.2615 -3054.36 1275.81 2463.48 35171.8 10512.1 80513.8 14936.5 -44022.5 -33040.2 -5417.18 -5072.1 40776.8 21970.6 414.602 -4638.41 -26666.3 -50858.3 -88644.8 -967.09 -10538.3 -71672.7 -49136.1 -5486.68 361.204 -2463.23 45162.5 8136.42 -7275.76
internal_weight=0 3.42408e+06 26250 9267 8957 528 342 186 76 165 310 16983 16850 151 125 8429 4515 645 258 105 3870 387 122 133 16699 3912 3680 232 122 12787
internal_count=4073804 3424081 26250 9267 8957 528 342 186 76 165 310 16983 16850 151 125 8429 4515 645 258 105 3870 387 122 133 16699 3912 3680 232 122 12787
is_linear=0
shrinkage=0.1


Tree=2843
num_leaves=31
num_cat=0
split_feature=0 0 6 1 7 1 1 4 6 4 0 6 4 4 6 4 6 4 0 7 6 0 4 1 6 6 4 6 6 3
split_gain=8.00926e+11 9.21839e+12 1.82022e+13 2.40915e+13 3.69201e+13 3.52936e+13 4.8406e+13 4.65516e+13 4.14962e+13 3.7469e+13 2.76712e+13 2.76964e+13 2.61155e+13 3.54996e+13 4.95631e+13 4.37612e+13 2.47203e+13 2.46916e+13 2.35481e+13 3.0387e+13 3.28883e+13 6.14426e+13 2.22022e+13 2.21033e+13 2.20916e+13 2.1221e+13 3.90372e+13 1.96302e+13 1.91336e+13 1.89654e+13
threshold=53.341100000000004 53.175387700000009 38.995000000000012 50.136929700000003 6.0000000000000009 49.692247900000005 45.126607350000008 21.500000000000004 106.49500000000002 4.5000000000000009 53.20799465000001 142.05000000000004 9.5000000000000018 10.500000000000002 134.05000000000004 11.500000000000002 96.050000000000011 24.500000000000004 53.20799465000001 6.0000000000000009 100.05000000000001 53.244414800000008 16.500000000000004 86.169282750000022 125.02000000000002 91.02500000000002 14.500000000000002 74.615000000000009 122.65000000000002 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 5 10 6 18 9 17 -7 11 -5 24 28 15 -15 -6 -9 25 20 -20 22 -22 29 -11 -4 -27 -21 -14 -12
right_child=-2 2 3 4 16 7 -8 8 -10 12 23 -13 13 14 -16 -17 -18 -19 19 27 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.2229014501766754 -25.786588264241523 -1554.7809517192627 13044.103684139252 -4102.6475237824443 -4138.4063188997443 -6289.4783496757609 -40371.363987098746 -11086.002796468099 108806.15392348345 26342.996752673447 3361.3761032134644 -119219.21631789436 -20436.738731416404 117443.83916440218 -123468.55363769532 18512.897934894409 -30822.052432226032 10205.88732451557 -7049.719188681308 2397.5370413353621 -74415.871424909317 40765.049781976748 -184200.28112500001 -49523.556244451349 74468.891421720298 23775.884497549021 185774.37127976189 31543.218062377931 49219.941477272732 14342.130651195726
leaf_weight=967174 3044203 16846 512 4391 6431 616 294 1350 34 1715 22170 21 380 46 24 1597 367 913 1289 1006 70 43 25 77 101 51 21 300 44 1693
leaf_count=967174 3044203 16846 512 4391 6431 616 294 1350 34 1715 22170 21 380 46 24 1597 367 913 1289 1006 70 43 25 77 101 51 21 300 44 1693
internal_value=0 76.2427 1254.01 2292.09 1039.7 6512.35 -1481.64 10744.9 -848.376 16632.6 2626.67 -4650.57 20246.6 12627.4 19198.7 21282.7 -5578.96 -2495.86 1965.33 -1929.54 -12017 -58414.6 -103307 3967.82 29019.6 20192.5 71025.4 9092.56 -13208.2 4140.42
internal_weight=0 1.0296e+06 62427 45581 35150 10431 3611 6820 2297 4523 28352 4412 3907 2091 1667 1643 6798 2263 3317 2733 1427 138 95 23940 1816 584 72 1306 424 23863
internal_count=4073804 1029601 62427 45581 35150 10431 3611 6820 2297 4523 28352 4412 3907 2091 1667 1643 6798 2263 3317 2733 1427 138 95 23940 1816 584 72 1306 424 23863
is_linear=0
shrinkage=0.1


Tree=2844
num_leaves=31
num_cat=0
split_feature=1 5 4 0 0 6 6 3 3 4 6 7 4 6 7 4 3 2 0 6 6 3 6 0 6 0 3 6 4 0
split_gain=7.86516e+11 4.90611e+12 8.43325e+12 8.61556e+12 1.59982e+13 1.58515e+13 1.38719e+13 2.63879e+13 1.36093e+13 2.09139e+13 2.72291e+13 2.07143e+13 2.96863e+13 2.16704e+13 1.3764e+13 1.01222e+13 9.71153e+12 9.64941e+12 2.286e+13 3.77294e+13 2.98296e+13 2.83284e+13 1.8841e+13 1.65004e+13 1.78772e+13 3.47231e+13 1.60142e+13 1.43998e+13 4.21927e+13 1.30529e+13
threshold=30.084656550000002 1.5000000000000002 16.500000000000004 54.94613300000001 54.94428030000001 81.02500000000002 43.205000000000005 2.5000000000000004 7.5000000000000009 7.5000000000000009 44.205000000000005 6.0000000000000009 4.5000000000000009 56.805000000000007 6.0000000000000009 8.5000000000000018 3.5000000000000004 3338.0000000000005 60.064438250000002 64.805000000000021 44.410000000000004 2.5000000000000004 46.420000000000009 59.882709350000006 46.420000000000009 60.002985000000002 1.5000000000000002 45.305000000000007 8.5000000000000018 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 15 9 10 -9 -12 -13 -14 -10 -8 -1 18 19 23 26 -22 -23 27 -25 -26 -20 -5 -29 -27
right_child=-2 -3 -4 17 -6 -7 7 8 14 -11 11 12 13 -15 -16 -17 -18 -19 20 -21 21 22 -24 24 25 29 -28 28 -30 -31
leaf_value=5405.9879709354718 5.0193213381057227 -1091.3762355565211 10349.413447994002 4208.1618482880094 61833.881063368055 -84714.878869047621 -2533.1747817206633 117425.68021673389 40073.126059475464 991.92646989444484 -14305.881821576288 -27397.094687500005 93640.959151785719 24091.357275390626 13125.475971883525 -31279.712442988392 -2700.0631426730856 -5379.1077345599961 53779.962851849727 -109937.55411376954 -305.49128906250002 174793.36537500002 66519.35909722223 -4408.857347813303 -99113.182497479836 12542.973501838236 1269.0171054552548 -23973.255288856908 127101.3001736111 -75498.429761904757
leaf_weight=2132 4021329 34203 905 1340 45 21 388 31 296 1287 119 55 84 96 527 179 4818 4101 68 32 40 25 45 998 62 85 398 38 36 21
leaf_count=2132 4021329 34203 905 1340 45 21 388 31 296 1287 119 55 84 96 527 179 4818 4101 68 32 40 25 45 998 62 85 398 38 36 21
internal_value=0 -384.647 938.266 447.848 2342.05 2075.22 2257.26 7865.12 12290.6 7108.96 27557.3 19687.5 36901.2 56547.8 22817.5 -11608.4 -213.43 -2171.13 1955.56 -2020.97 19988 66827.1 105189 -682.469 -9489.17 -39668.6 8931.56 6579.63 49522.5 -4899.19
internal_weight=0 52475 18272 17367 10078 10033 10012 3062 2495 1672 385 354 235 180 823 567 6950 7289 3188 2612 576 110 70 2580 1166 168 466 1414 74 106
internal_count=4073804 52475 18272 17367 10078 10033 10012 3062 2495 1672 385 354 235 180 823 567 6950 7289 3188 2612 576 110 70 2580 1166 168 466 1414 74 106
is_linear=0
shrinkage=0.1


Tree=2845
num_leaves=31
num_cat=0
split_feature=6 1 0 2 3 4 2 3 0 0 4 0 2 0 0 1 0 3 2 0 4 2 5 3 3 1 5 5 2 5
split_gain=7.96476e+11 1.72153e+12 4.85607e+12 3.36567e+12 3.29971e+12 5.97215e+12 1.23544e+13 2.20742e+13 9.91258e+12 1.13464e+13 4.08978e+12 2.17367e+12 2.12667e+12 1.58617e+13 1.696e+13 6.68098e+12 4.30588e+12 1.28089e+13 2.46789e+13 1.14328e+13 4.9665e+12 3.12241e+12 1.10471e+13 9.73593e+12 4.44434e+13 2.23639e+13 2.08235e+13 1.7936e+13 8.96996e+12 5.62876e+12
threshold=247.90000000000001 82.963919600000011 52.02416370000001 3658.0000000000005 8.5000000000000018 7.5000000000000009 9236.5000000000018 3.5000000000000004 54.916864950000011 55.039488700000007 4.5000000000000009 56.020150250000007 9651.0000000000018 55.014210500000011 55.046782850000007 65.559704250000024 59.950512650000007 5.5000000000000009 3338.0000000000005 59.905532300000012 24.500000000000004 3129.5000000000005 2.5000000000000004 4.5000000000000009 5.5000000000000009 60.620042600000012 4.5000000000000009 3.5000000000000004 5444.0000000000009 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 12 -3 -4 5 6 7 10 -8 -10 -5 -7 15 -14 -15 16 19 18 -18 20 21 -2 -23 29 -25 26 27 -26 -28 -24
right_child=1 2 3 4 -6 11 8 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=-1.2383874772551322 4652.8999134406395 -36642.532848011368 -18487.983869934083 44330.278505859373 52045.163646399458 -26637.498146802329 -30510.197640931376 135301.91458899455 82491.887109375006 -7873.6724905303026 -19621.142499999998 13266.588466796877 1098.2033894080241 -118202.06637573242 -10825.187931743421 41234.697111191868 128079.08541666668 -26295.951101762821 5486.9835930457484 -64230.634107349535 -43050.347187500003 9488.5774224748584 12573.442927994267 -159468.25019531252 -31891.869493689908 49825.350304878055 48966.877500000002 -157853.91500000001 -38584.477556818187 -18653.373438404225
leaf_weight=4070611 1347 22 32 20 23 43 51 23 24 33 20 20 524 24 38 43 24 39 52 27 25 349 124 24 26 41 25 20 22 108
leaf_count=4070611 1347 22 32 20 23 43 51 23 24 33 20 20 524 24 38 43 24 39 52 27 25 349 124 24 26 41 25 20 22 108
internal_value=0 1578.76 8647.23 12094.9 15902.9 12350.4 22047.3 57240.1 1518.09 30175 12354.6 -13969.5 815.995 -4561 -52390.4 2188.35 1443.12 20292.9 44200.3 429.221 1256.23 1787.23 -3436.12 -15002.1 -34147.8 -11702.3 -38827.5 -86658 7985.39 -1963.18
internal_weight=0 3193 311 289 257 234 171 63 108 57 40 63 2882 586 62 2296 2253 115 76 2138 2111 2086 739 390 158 134 93 46 47 232
internal_count=4073804 3193 311 289 257 234 171 63 108 57 40 63 2882 586 62 2296 2253 115 76 2138 2111 2086 739 390 158 134 93 46 47 232
is_linear=0
shrinkage=0.1


Tree=2846
num_leaves=31
num_cat=0
split_feature=6 3 0 0 0 6 4 4 1 1 1 5 6 1 0 1 4 1 6 4 1 1 6 4 7 1 6 4 4 3
split_gain=7.73394e+11 8.03657e+12 2.31683e+13 6.58954e+13 5.58651e+13 4.62609e+13 6.3539e+13 3.85089e+13 4.34777e+13 1.16339e+14 4.46185e+13 3.70286e+13 5.46749e+13 4.59013e+13 4.0689e+13 3.54369e+13 8.97432e+13 6.00133e+13 5.67826e+13 4.92743e+13 6.30543e+13 1.54335e+14 1.16252e+14 6.41273e+13 4.80366e+13 4.73373e+13 4.30668e+13 1.07449e+14 1.4715e+14 5.80219e+13
threshold=62.375000000000007 7.5000000000000009 55.834019500000004 55.910578700000009 55.676890650000011 91.02500000000002 10.500000000000002 8.5000000000000018 37.290808600000013 37.374856000000008 37.924401400000008 3.5000000000000004 105.00500000000001 37.682335600000009 55.897267000000006 37.488790500000007 25.500000000000004 37.534144550000008 81.705000000000013 16.500000000000004 37.290808600000013 37.331232350000008 67.91500000000002 10.500000000000002 6.0000000000000009 37.46219940000001 79.015000000000015 7.5000000000000009 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=-1 2 4 5 -2 15 7 8 -7 -10 11 -11 14 -14 -13 16 19 24 25 20 -4 22 -22 -24 -17 -18 -23 29 -29 -28
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 12 13 -15 -16 17 18 -19 -20 -21 21 26 23 -25 -26 -27 27 28 -30 -31
leaf_value=-26.148308005093487 288.74806946966453 -296.42527169730204 -9882.912790740731 -69.02373358309228 3731.684546689401 -85218.305241192516 -3061.3332943036075 -67619.521797783425 176167.51990885416 -27689.096100484912 -52523.982955240368 171902.09086538464 -73654.127312500001 79722.5703125 -3533.2015234375003 -59096.137212303176 31260.449245689659 -5554.3268323382972 -26213.158678385418 -11527.822579499407 -10409.139835438829 -392.14276908885216 256319.83437500001 100759.61160082548 -2566.931468431123 189656.7695601852 12134.627918632075 271620.75336538459 44145.539642857148 -160055.86888020835
leaf_weight=2995108 409009 381450 778 218150 53266 106 1091 301 30 203 313 39 50 32 20 389 29 10327 30 1644 47 713 53 53 245 54 106 39 105 24
leaf_count=2995108 409009 381450 778 218150 53266 106 1091 301 30 203 313 39 50 32 20 389 29 10327 30 1644 47 713 53 53 245 54 106 39 105 24
internal_value=0 72.6034 274.492 -534.041 685.463 -6564.8 -20137.5 -37166.9 -25607.9 -16410.4 -25203.9 -345.794 39020.8 -13799.8 112433 -4538.54 3959.4 -7387.72 91695.8 1176.07 12065.1 27043.7 120497 178540 -37251.3 134313 12557.1 46253.4 105753 -19654.4
internal_weight=0 1.0787e+06 697246 234971 462275 16821 2185 1094 793 687 657 344 141 82 59 14636 3675 10961 113 3562 1918 1140 153 106 634 83 987 274 144 130
internal_count=4073804 1078696 697246 234971 462275 16821 2185 1094 793 687 657 344 141 82 59 14636 3675 10961 113 3562 1918 1140 153 106 634 83 987 274 144 130
is_linear=0
shrinkage=0.1


Tree=2847
num_leaves=31
num_cat=0
split_feature=2 6 0 0 4 1 0 3 3 0 3 0 4 5 1 4 3 5 7 5 4 3 3 3 0 0 5 4 1 3
split_gain=8.0088e+11 4.39149e+12 7.16423e+12 6.16173e+13 3.09826e+13 3.05285e+13 1.40904e+14 6.49349e+13 5.28995e+13 3.88263e+13 3.71298e+13 6.32122e+13 2.94682e+13 2.73753e+13 2.60936e+13 4.46252e+13 2.22881e+13 2.27605e+13 2.13901e+13 2.18391e+13 2.50411e+13 2.37691e+13 2.54172e+13 3.18286e+13 1.85755e+13 4.68536e+13 1.81102e+13 2.31327e+13 2.74355e+13 2.60332e+13
threshold=3129.5000000000005 149.05000000000004 57.113979900000011 56.858606850000008 21.500000000000004 65.559704250000024 57.14107305000001 7.5000000000000009 4.5000000000000009 57.14107305000001 5.5000000000000009 57.15297970000001 8.5000000000000018 3.5000000000000004 65.493200550000012 10.500000000000002 9.5000000000000018 2.5000000000000004 6.0000000000000009 3.5000000000000004 12.500000000000002 3.5000000000000004 5.5000000000000009 6.5000000000000009 57.15297970000001 57.719618750000002 4.5000000000000009 6.5000000000000009 65.534455000000023 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 9 7 8 -7 14 12 -12 -8 -14 -4 -16 17 -5 19 -11 21 -21 26 -24 -25 -26 27 29 -29 -23
right_child=1 2 4 16 -6 6 10 -9 -10 18 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-40.344336226549636 59.21805821248477 -1915.2429716092263 43346.772553943454 27826.774516601567 -89558.817089843753 161520.04626302083 14720.475124289775 259828.78712197579 -45418.080803571429 33064.954423792871 144323.62129536291 -83705.215312500004 -153222.890625 -23291.088407258067 -129359.08612630209 23530.177232142858 28901.888781250003 -85831.225137246627 -59334.410391040554 -18881.439211203837 -108251.87905505951 39761.670200892862 -81014.856942471597 -31571.027392578126 180990.84765625 -28288.762873641303 102705.26132017624 143466.14169560184 21435.251892510776 -103822.1629076087
leaf_weight=2228633 1836680 7006 21 20 34 30 44 31 21 277 31 20 34 31 60 28 25 148 47 264 21 28 44 32 20 23 43 27 58 23
leaf_count=2228633 1836680 7006 21 20 34 30 44 31 21 277 31 20 34 31 60 28 25 148 47 264 21 28 44 32 20 23 43 27 58 23
internal_value=0 48.7287 -2220.22 -3450.78 4636.4 7182.22 39101.4 145689 76310.2 -420.581 -15524.8 54900.5 -48476.2 -91255.4 -56811.2 -80712.5 -59191.4 -72300.5 6356.24 9946.31 -1038.02 2968.19 22324.9 -13493.7 26118.7 69050.6 46137.3 28251.8 60198 -24991.8
internal_weight=0 1.84517e+06 8491 7199 1292 1258 242 82 51 1016 160 51 109 65 109 88 193 168 907 860 583 562 298 119 75 43 179 136 85 51
internal_count=4073804 1845171 8491 7199 1292 1258 242 82 51 1016 160 51 109 65 109 88 193 168 907 860 583 562 298 119 75 43 179 136 85 51
is_linear=0
shrinkage=0.1


Tree=2848
num_leaves=31
num_cat=0
split_feature=1 1 6 3 6 6 7 0 6 5 6 3 6 5 3 3 6 6 0 6 6 0 6 6 3 3 6 6 3 7
split_gain=7.98166e+11 3.65015e+12 5.76575e+12 5.64882e+12 1.46515e+13 1.02466e+13 1.28157e+13 2.31355e+13 1.89742e+13 1.36855e+13 9.87504e+12 9.55972e+12 7.93719e+12 4.60547e+13 1.82373e+13 8.36422e+12 1.04747e+13 7.73261e+12 7.63095e+12 6.88835e+12 7.89007e+12 5.70099e+12 9.98275e+12 7.93524e+12 8.7512e+12 6.21361e+12 8.37125e+12 2.97151e+13 4.81296e+13 1.21039e+13
threshold=83.000013850000016 83.002084650000015 21.020000000000003 4.5000000000000009 48.810000000000009 49.010000000000012 6.0000000000000009 55.014086100000007 58.605000000000011 1.5000000000000002 87.015000000000015 5.5000000000000009 58.045000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 48.945000000000007 83.010000000000005 55.014086100000007 58.755000000000003 59.010000000000012 55.012912000000007 47.805000000000007 40.905000000000008 5.5000000000000009 5.5000000000000009 48.005000000000003 48.810000000000009 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 11 9 -9 -8 17 -7 13 15 -15 18 -17 -10 -6 -14 -21 22 23 24 -5 -23 -27 28 -28 -30
right_child=1 -3 3 5 12 6 7 8 10 -11 -12 -13 19 14 -16 16 -18 -19 -20 20 -22 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=16.037459702563737 19866.74500473485 -34.295179433868412 -3815.900515172395 10916.47306483477 3769.7264327110806 4180.025571452602 -7902.832486818811 13981.777153320314 -10818.586934434197 13258.559125328682 -1243.6673475610733 -12051.938280147639 -9100.8628879839816 42563.849830163046 -2920.7111883163452 -1119.6431442122278 17199.307475857204 -34019.555265827919 -4212.7711024216615 15572.178634258729 -71.617626759002022 -5439.6944536049941 -10799.112356339365 10125.513974659285 -6779.3736586072737 -874.26502787349318 46812.811961625652 -1709.9343796200221 -3398.6214487171019 18565.256802998814
leaf_weight=3601077 132 429751 6330 348 2634 418 406 420 2138 1236 1221 2749 795 414 112 551 720 154 2196 341 5911 1414 1325 587 1419 5273 386 2304 621 421
leaf_count=3601077 132 429751 6330 348 2634 418 406 420 2138 1236 1221 2749 795 414 112 551 720 154 2196 341 5911 1414 1325 587 1419 5273 386 2304 621 421
internal_value=0 -122.168 -1000.88 -1065.17 161.77 -2139.76 -4829.54 -1943.73 -6106.11 8026.21 -8507.73 -9909.54 2003.12 4487.57 32878.9 2039.8 9257.73 -12377.5 140.417 -333.249 781.635 -471.867 -3855.98 52.1147 -3294.28 723.079 1690.78 5314.97 16649.3 5475.46
internal_weight=0 472727 42976 42844 20004 22840 8742 5575 3933 1642 3513 3167 13674 6627 526 6101 1271 2292 4830 7047 6252 14098 3679 2354 1767 10419 9005 3732 1428 1042
internal_count=4073804 472727 42976 42844 20004 22840 8742 5575 3933 1642 3513 3167 13674 6627 526 6101 1271 2292 4830 7047 6252 14098 3679 2354 1767 10419 9005 3732 1428 1042
is_linear=0
shrinkage=0.1


Tree=2849
num_leaves=31
num_cat=0
split_feature=3 4 1 0 6 6 1 6 1 0 1 1 4 6 0 6 6 3 0 0 1 1 1 6 0 6 6 1 6 6
split_gain=8.17457e+11 8.86195e+12 1.75327e+13 4.02667e+13 3.67468e+13 3.44412e+13 3.26545e+13 4.29791e+13 3.82933e+13 1.45881e+14 3.59649e+13 3.51827e+13 8.49422e+13 5.25648e+13 3.48983e+13 2.83031e+13 6.46352e+13 6.22471e+13 2.77947e+13 4.09009e+13 6.38977e+13 5.10546e+13 5.65401e+13 3.6443e+13 8.75167e+13 4.05808e+13 6.36315e+13 5.25615e+13 2.84702e+13 3.25974e+13
threshold=2.5000000000000004 4.5000000000000009 39.135518400000002 44.895258050000002 78.010000000000005 149.05000000000004 38.657016300000002 62.995000000000012 39.004719500000007 44.739668300000005 38.066230450000006 37.924401400000008 3.5000000000000004 63.855000000000011 44.601833250000006 91.02500000000002 92.02500000000002 3.5000000000000004 59.933037250000005 59.939085000000013 30.362494150000003 30.315889700000003 30.345769800000003 114.05000000000001 60.05226170000001 97.020000000000024 101.02000000000002 30.303340300000002 95.045000000000016 79.710000000000022
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 3 6 -5 18 10 14 9 -9 11 15 -13 -14 -8 -2 -17 -18 -6 20 21 -20 -23 25 -25 28 27 -27 29 -21
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12 12 13 -15 -16 16 17 -19 19 23 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-76.939541595735577 6542.9223906950729 58.440216841955305 -1893.5847565468598 1047.3257839055602 -13762.253608391202 19652.15927896454 -16631.584250079315 339171.32183948864 44574.766481445316 -10710.511497145433 -10425.397190553484 233424.41510416666 89017.888996292371 -51113.494052933675 38678.895925103781 197322.70775 71998.097471005152 -61174.254332386365 30818.422332763672 -92958.401323784725 -56436.241571044928 290785.04568452382 76844.507552083334 -99985.980293898814 54813.570481872564 260070.85424107141 4666.4702968052461 61992.258952702701 -108714.96031539352 7067.5111158009522
leaf_weight=1031321 1937 2936899 64935 31496 4049 418 197 22 125 26 907 24 59 49 271 25 97 55 64 36 40 21 30 105 56 21 112 37 27 343
leaf_count=1031321 1937 2936899 64935 31496 4049 418 197 22 125 26 907 24 59 49 271 25 97 55 64 36 40 21 30 105 56 21 112 37 27 343
internal_value=0 26.0805 -874.031 754.662 -255.168 -7910.2 10564.2 31139.9 73729.1 149652 6381.16 13168.1 63255.2 25439.8 15396.5 10040.7 48318.1 23810.7 -10241.9 5737.64 52430.6 90297.4 164938 -4082.46 -46142.7 7673.95 48693.2 133710 -9501.6 -2433.63
internal_weight=0 3.04248e+06 105584 40649 36855 5359 3794 641 173 48 3153 2246 132 108 468 2114 177 152 4941 892 155 115 51 737 161 576 170 58 406 379
internal_count=4073804 3042483 105584 40649 36855 5359 3794 641 173 48 3153 2246 132 108 468 2114 177 152 4941 892 155 115 51 737 161 576 170 58 406 379
is_linear=0
shrinkage=0.1


Tree=2850
num_leaves=31
num_cat=0
split_feature=4 6 6 4 1 1 1 7 1 0 5 6 1 0 1 0 1 0 0 7 0 0 1 0 3 1 0 6 1 7
split_gain=8.09569e+11 1.30213e+13 2.48113e+13 1.7279e+13 2.3248e+13 2.07493e+13 3.62451e+13 4.34223e+13 4.68236e+13 6.60592e+13 2.90499e+13 6.98482e+13 2.82148e+13 2.11339e+13 2.06517e+13 7.8606e+13 5.72688e+13 3.33149e+13 2.31996e+13 2.19317e+13 2.06124e+13 5.04295e+13 6.88837e+13 5.64675e+13 2.98836e+13 2.01788e+13 5.02727e+13 1.78205e+13 1.75859e+13 2.93049e+13
threshold=28.500000000000004 56.805000000000007 56.505000000000003 31.500000000000004 37.425454150000007 37.563506350000004 37.331232350000008 6.0000000000000009 37.543519500000009 55.783232450000007 1.5000000000000002 43.010000000000012 37.475446350000006 55.866549750000011 37.682335600000009 55.834019500000004 37.702956500000006 55.728148450000006 55.753967500000009 6.0000000000000009 55.749683450000006 55.696737300000009 37.46219940000001 55.579943700000008 17.500000000000004 37.503969450000007 55.775215600000003 47.805000000000007 37.503969450000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 12 -8 20 15 17 -16 19 -19 -7 21 23 -23 -9 -25 -22 -27 -20 29 -6
right_child=1 -3 -4 4 28 14 7 13 -10 -11 -12 -13 -14 -15 16 -17 -18 18 27 -21 25 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.0131492145405154 14686.376952570135 1651.0898865421941 -36933.6712993045 -10655.613695536624 49111.948053108383 129296.65479166666 63009.366964854373 -19191.253214525655 -40005.292337500003 -18949.985821481037 157043.97039262819 -37777.135973837212 221414.53764204547 56935.394154575901 -95150.789254222196 200136.94089673914 -2423.7104503911291 -30622.693566749211 93995.060735887091 25143.232128906253 -33950.574184715144 -3376.6915394097991 155087.44331341912 -149474.74601293105 -30277.546614583334 -48117.261808878582 -196925.6017857143 -25313.280654761907 363.40480486709384 6783.263415139204
leaf_weight=4041054 352 15172 205 1671 188 30 23 411 125 117 39 43 22 28 68 23 3246 168 31 62 472 142 34 58 33 120 28 21 8560 1258
leaf_count=4041054 352 15172 205 1671 188 30 23 411 125 117 39 43 22 28 68 23 3246 168 31 62 472 142 34 58 33 120 28 21 8560 1258
internal_value=0 -495.186 -2347.69 -1939.58 263.048 -6455.04 -14513.4 -20577.3 9763.75 35260.2 85201.8 53362.7 140452 -29020.6 -1934.51 21727.1 -4326.38 8575.11 -12556.1 59106.3 -30874.8 -18824.2 27235.7 -34972.7 -106249 -44052.7 -76270.2 45812.8 2086.46 12286.6
internal_weight=0 32750 17578 17373 11677 5696 2047 1695 369 244 127 88 45 1326 3649 335 3314 312 220 92 1298 678 176 502 91 620 148 52 10006 1446
internal_count=4073804 32750 17578 17373 11677 5696 2047 1695 369 244 127 88 45 1326 3649 335 3314 312 220 92 1298 678 176 502 91 620 148 52 10006 1446
is_linear=0
shrinkage=0.1


Tree=2851
num_leaves=31
num_cat=0
split_feature=4 0 1 4 0 6 7 0 0 0 3 6 6 1 3 6 3 0 6 1 6 1 0 7 3 6 6 6 6 1
split_gain=9.61121e+11 1.93679e+13 3.64754e+13 4.02822e+13 3.61166e+13 2.39726e+13 4.78613e+13 2.24072e+13 1.56278e+13 1.37113e+13 1.30722e+13 1.26217e+13 1.43453e+13 1.13589e+13 1.04523e+13 8.38504e+12 8.01755e+12 7.52362e+12 7.45318e+12 6.53331e+12 2.4884e+13 2.50516e+13 4.8047e+13 2.27749e+13 4.01103e+13 2.229e+13 2.07103e+13 1.94917e+13 2.744e+13 4.07585e+13
threshold=32.500000000000007 55.568628050000008 37.543519500000009 33.500000000000007 55.633951400000008 51.015000000000008 6.0000000000000009 55.660117850000006 55.554045200000012 54.73499850000001 17.500000000000004 93.050000000000011 82.905000000000015 60.636764050000004 21.500000000000004 62.010000000000012 28.500000000000004 55.539595350000006 62.995000000000012 37.631035900000008 78.010000000000005 37.503969450000007 55.806294650000005 6.0000000000000009 14.500000000000002 93.050000000000011 77.565000000000012 63.140000000000008 62.995000000000012 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 -4 -6 10 15 -2 12 18 19 -3 -5 -12 -8 -7 20 26 23 25 24 -22 -23 -9 28 -21 -30
right_child=1 4 3 9 7 11 17 13 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 27 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.1990668734730683 11369.72368599865 -35809.157503535833 -90816.281674107144 -41915.560226362184 48514.875342345505 70693.280780666973 -7067.1811067708331 -5628.6533629191736 -80080.850921875011 -80847.81298828125 -18610.198672053793 11927.573556385869 116268.59718137256 73508.220507812497 -102758.5083133013 10132.606472656251 4319.0742107760525 48411.1451760032 30241.115975996378 2085.3643448987677 -163607.18579545454 -46701.889890514969 72809.197257690437 11496.814684406974 -8810.5159814453127 40981.654551977044 -64669.667473958332 -6394.7851356159445 104049.20113636364 8832.5616065492031
leaf_weight=4056209 535 58 35 39 89 134 30 6068 25 24 396 46 51 20 39 150 248 132 69 5353 22 71 160 281 70 49 60 3134 66 141
leaf_count=4056209 535 58 35 39 89 134 30 6068 25 24 396 46 51 20 39 150 248 132 69 5353 22 71 160 281 70 49 60 3134 66 141
internal_value=0 -737.487 8758.99 26735.8 -1896.61 42329.2 15226.8 -1517.98 -1841.97 -9648.65 -182.957 60126.3 68855.3 -1805.36 -62726.9 -607.491 -9780.29 38137.4 56943.5 -1902.7 -4229.26 14328.1 36934.8 -2642.06 -45827.1 -10897.8 -6206.73 -88.068 3466.83 39191.5
internal_weight=0 17595 1914 710 15681 497 197 15584 1204 213 1179 300 254 15495 97 189 644 162 203 15475 6781 653 280 373 92 120 6128 8694 5560 207
internal_count=4073804 17595 1914 710 15681 497 197 15584 1204 213 1179 300 254 15495 97 189 644 162 203 15475 6781 653 280 373 92 120 6128 8694 5560 207
is_linear=0
shrinkage=0.1


Tree=2852
num_leaves=31
num_cat=0
split_feature=0 4 1 1 3 0 4 7 6 5 3 6 6 6 6 3 3 5 6 1 0 1 4 3 1 3 5 6 5 1
split_gain=7.96796e+11 1.49933e+13 2.56561e+13 2.90557e+13 2.3052e+13 1.8921e+13 3.10416e+13 3.09832e+13 2.34504e+13 1.80294e+13 1.5361e+13 1.92004e+13 1.52006e+13 1.77554e+13 1.35313e+13 2.18028e+13 4.79774e+13 1.59194e+13 3.97374e+13 1.33466e+13 1.62649e+13 3.02673e+13 2.6734e+13 4.07664e+13 2.98232e+13 9.98177e+13 3.73513e+13 2.38599e+13 3.72411e+13 2.88067e+13
threshold=45.022979600000006 21.500000000000004 39.018051150000005 37.702956500000006 17.500000000000004 44.739668300000005 23.500000000000004 6.0000000000000009 104.01000000000001 2.5000000000000004 18.500000000000004 42.875000000000007 60.005000000000003 53.995000000000012 105.00500000000001 14.500000000000002 8.5000000000000018 1.5000000000000002 57.005000000000003 39.033214400000013 44.990874950000006 39.723160900000003 23.500000000000004 4.5000000000000009 39.718675700000013 12.500000000000002 2.5000000000000004 86.030000000000015 2.5000000000000004 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 14 9 -8 -5 -9 -12 13 -3 17 16 -16 18 -7 -4 21 22 24 -24 -21 26 -26 29 -29 -25
right_child=-2 2 19 5 -6 6 8 10 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-24.010524979976488 12.197947236063705 -1605.6390675080129 19764.498420720578 -15179.56147044406 112892.0196063702 -38207.980691850869 -16290.813225328202 2491.3325142250405 61306.745421511638 -59192.427316337722 -5454.8741629464284 93300.283940972236 -21077.002381360857 98899.243408203125 -109997.6464210304 -143726.9378561581 82240.649570312511 -19956.359467705934 -172178.94045138892 22158.281808306085 -4467.967674073705 -3096.4834880041699 106056.8808910473 18348.64455389493 -40299.564591899674 235767.03764796403 128534.4809375 93891.462789062512 -21691.927694072423 -67126.784468410333
leaf_weight=278067 3785809 39 291 507 26 123 413 444 43 114 35 45 74 32 37 34 20 217 27 129 5868 1008 37 69 38 33 20 50 63 92
leaf_count=278067 3785809 39 291 507 26 123 413 444 43 114 35 45 74 32 37 34 20 217 27 129 5868 1008 37 69 38 33 20 50 63 92
internal_value=0 -160.347 -3978.9 -13423.9 26185.1 -16713.4 -27442.8 -8148.67 -8973.5 -23259.2 9759.05 50094.9 10637.6 43692.3 -45831.4 -80349.6 -42545.6 -37272.3 -62322.8 -1242.83 -2068.15 7082.04 26404 7532.09 53082 96918.9 17919.1 -5772.36 29451.2 -30494.5
internal_weight=0 287995 9928 2230 171 2059 914 1145 456 621 524 80 145 71 458 91 57 367 150 7698 7407 1539 531 311 220 91 58 274 113 161
internal_count=4073804 287995 9928 2230 171 2059 914 1145 456 621 524 80 145 71 458 91 57 367 150 7698 7407 1539 531 311 220 91 58 274 113 161
is_linear=0
shrinkage=0.1


Tree=2853
num_leaves=31
num_cat=0
split_feature=4 0 1 4 0 6 7 0 0 0 3 6 6 1 3 3 6 6 3 6 6 0 6 0 6 6 3 3 6 0
split_gain=7.82133e+11 1.56782e+13 2.95266e+13 3.27288e+13 2.92544e+13 1.9385e+13 3.86396e+13 1.81499e+13 1.26585e+13 1.1086e+13 1.05884e+13 1.02236e+13 1.16197e+13 9.20074e+12 8.49002e+12 6.97614e+12 6.81019e+12 9.06513e+12 6.42265e+12 6.20945e+12 3.82074e+13 2.92118e+13 2.81397e+13 1.68806e+13 1.24939e+13 1.98559e+13 2.1455e+13 1.03523e+13 1.93246e+13 9.71524e+12
threshold=32.500000000000007 55.568628050000008 37.543519500000009 33.500000000000007 55.633951400000008 51.015000000000008 6.0000000000000009 55.660117850000006 55.554045200000012 54.73499850000001 17.500000000000004 93.050000000000011 82.905000000000015 60.636764050000004 22.500000000000004 6.5000000000000009 89.00500000000001 114.05000000000001 29.500000000000004 75.605000000000004 74.615000000000009 55.759969450000007 77.010000000000005 55.883833400000007 78.010000000000005 78.605000000000004 25.500000000000004 17.500000000000004 76.00500000000001 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 -4 -6 10 15 -2 12 -7 19 -3 -5 -12 -18 -17 20 29 -22 27 -23 -24 26 -26 -21 -29 -9
right_child=1 4 3 9 7 11 -8 13 -10 -11 16 -13 -14 -15 -16 18 17 -19 -20 22 21 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=2.8858566626783522 10231.53158905885 -34227.137948903735 -81544.047098214287 -45740.754647090522 43662.168461420297 51247.957161378159 34322.423368778938 4061.2430034705817 -72073.986437500003 -72764.252457682291 -2497.247177984776 10733.595448369566 104640.51674421722 66156.178979568489 -95831.3544419643 17387.289663861888 -33925.952590725807 36085.300423177083 -33304.93160439768 85384.286430027176 -158504.51204427084 12625.287271231193 -34310.914000000004 -55344.445091261063 16916.749126233553 -254.72537338725903 119315.5681919643 -11351.723133680556 81026.111528445515 -3199.7993842676387
leaf_weight=4056209 535 62 35 29 89 203 162 2232 25 24 468 46 51 20 35 129 155 21 31 46 21 54 100 113 76 2147 28 54 39 10565
leaf_count=4056209 535 62 35 29 89 203 162 2232 25 24 468 46 51 20 35 129 155 21 31 46 21 54 100 113 76 2147 28 54 39 10565
internal_value=0 -665.282 7878.89 24053 -1708.17 38108.5 13737 -1367.41 -1658.99 -8743.27 -165.881 54112.5 61968.5 -1626.05 -56455.5 -613.621 -8803.48 -25572.3 7565.67 -1713.65 -2590.83 -47344.4 2860.73 -33366.2 275.849 1812.36 44485.7 46580.6 27387.4 -1933.36
internal_weight=0 17595 1914 710 15681 497 197 15584 1204 213 1179 300 254 15495 97 189 644 176 160 15475 12985 188 2490 167 2351 2251 104 139 93 12797
internal_count=4073804 17595 1914 710 15681 497 197 15584 1204 213 1179 300 254 15495 97 189 644 176 160 15475 12985 188 2490 167 2351 2251 104 139 93 12797
is_linear=0
shrinkage=0.1


Tree=2854
num_leaves=31
num_cat=0
split_feature=1 1 4 6 2 6 0 6 0 1 2 7 0 4 1 0 0 4 0 0 1 0 4 1 4 6 6 0 0 4
split_gain=7.21183e+11 2.14509e+13 4.51159e+13 2.77617e+13 2.66556e+13 2.35482e+13 5.00708e+13 1.87524e+13 1.82941e+13 1.74426e+13 5.15702e+13 5.06399e+13 5.46869e+13 6.02402e+13 5.6615e+13 5.80837e+13 5.75183e+13 5.70873e+13 5.87841e+13 5.0168e+13 4.94909e+13 4.29746e+13 4.16486e+13 5.15752e+13 3.74711e+13 3.29347e+13 3.27047e+13 2.54395e+13 2.47082e+13 2.29797e+13
threshold=47.386825600000002 47.256487700000001 10.500000000000002 94.02500000000002 8299.5000000000018 52.990000000000002 56.115175650000005 67.91500000000002 56.148747500000006 49.030112300000006 3062.5000000000005 6.0000000000000009 55.866549750000011 5.5000000000000009 48.411058050000008 55.82518790000001 55.696737300000009 4.5000000000000009 55.806294650000005 55.910578700000009 47.504912950000005 55.840017500000009 7.5000000000000009 48.411058050000008 9.5000000000000018 82.905000000000015 49.895000000000003 56.791379400000004 55.850146250000009 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 5 -3 7 -7 -5 10 11 12 13 14 16 17 -2 -16 26 24 -21 -17 23 -13 -14 29 -19 -12 -27 -15
right_child=9 2 -4 8 -6 6 -8 -9 -10 -11 27 22 19 25 15 21 -18 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=12.615822960707158 -11624.306261749076 4732.4712459019256 -5175.7810735615058 -14307.856439719853 -81851.297821969711 13959.18735242046 32616.207631164216 -3145.4990016868942 -90138.284290540556 19.392680242267641 282.27687167374376 -4065.321502767657 20970.419544958 -23859.152380899013 -8045.7836469786844 -31028.834866122012 -51972.143871909342 125082.16471041167 20169.366142031631 -2846.6964738422657 -30746.347535297347 -2113.6360939366018 1300.8351747005186 59387.453797375252 -4544.3965405454092 -101761.74143513005 36669.596462053574 -31129.552869618539 -34667.423176298951 -6203.6553283890171
leaf_weight=2211045 1581 7007 4100 227 33 1619 1089 1061 37 1767091 56735 223 1470 2821 405 593 455 104 411 5873 713 3858 2431 301 946 82 70 259 166 998
leaf_count=2211045 1581 7007 4100 227 33 1619 1089 1061 37 1767091 56735 223 1470 2821 405 593 455 104 411 5873 713 3858 2431 301 946 82 70 259 166 998
internal_value=0 38.3302 3785.49 7103.58 7886.11 8160.92 14534.8 7187.52 -24935.6 -46.1853 -1485.81 -5427.53 -7187.96 -11743.8 -6416.13 -1093.19 -20641.1 20814.6 40794.9 -1345.62 -5867.11 -5965.96 6812.65 32383.7 10979.9 -21538.5 89513.9 139.531 -56851.8 -19245.3
internal_weight=0 2.22622e+06 15173 11073 10809 10776 3769 2680 264 1.84759e+06 80495 23501 20546 11544 7477 5441 2036 990 585 9002 6586 4451 2955 524 2416 4067 174 56994 248 3819
internal_count=4073804 2226218 15173 11073 10809 10776 3769 2680 264 1847586 80495 23501 20546 11544 7477 5441 2036 990 585 9002 6586 4451 2955 524 2416 4067 174 56994 248 3819
is_linear=0
shrinkage=0.1


Tree=2855
num_leaves=31
num_cat=0
split_feature=3 4 1 1 6 7 1 0 7 0 0 0 4 0 6 4 3 6 4 1 6 0 7 6 6 0 3 4 0 3
split_gain=7.14474e+11 4.36158e+12 9.97972e+12 1.63805e+13 4.05832e+13 1.21844e+14 3.90613e+13 4.82316e+13 3.37459e+13 3.70368e+13 3.36654e+13 2.84944e+13 9.65289e+13 4.50037e+13 4.17147e+13 5.15821e+13 4.20728e+13 3.94758e+13 5.37748e+13 4.35189e+13 3.32436e+13 2.84557e+13 2.76997e+13 6.47008e+13 6.38584e+13 2.70835e+13 2.63014e+13 2.09925e+13 2.08905e+13 2.17179e+13
threshold=22.500000000000004 28.500000000000004 37.401708450000008 37.503969450000007 87.015000000000015 6.0000000000000009 37.517483500000004 55.775215600000003 6.0000000000000009 55.753967500000009 55.660117850000006 55.696737300000009 31.500000000000004 55.702806750000008 63.415000000000006 29.500000000000004 4.5000000000000009 75.010000000000005 30.500000000000004 37.46219940000001 81.705000000000013 55.759969450000007 6.0000000000000009 46.010000000000012 58.045000000000009 55.850146250000009 3.5000000000000004 35.500000000000007 55.82518790000001 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 10 -6 7 8 9 -5 -4 12 20 -13 15 16 -15 18 19 -16 -12 -10 23 -17 -25 -7 -19 -24 -28 -30
right_child=-2 2 3 6 5 25 -8 -9 21 -11 11 13 -14 14 17 22 -18 26 -20 -21 -22 -23 27 24 -26 -27 28 -29 29 -31
leaf_value=3.4825880159993652 413.55638674529638 -8099.3819406355724 131795.84248046877 122341.37869073276 -237512.30208333337 26262.883710937502 -1069.6360334333826 -140258.40870225694 -43287.83707222162 -5066.1262207601676 -110819.15865572417 106528.18699145048 5641.6525024651091 16488.688497161867 43404.579051598841 -4943.6596032303378 -66960.362967162335 -84362.294260817318 19250.775456686581 173897.64816468256 22034.990455163046 74022.045738636371 10742.559073899871 185024.96550000002 -19421.208362926136 -94032.973738606786 88101.644270833349 -56772.20327646684 26649.972979762868 -64323.256158088247
leaf_weight=4010336 41351 2023 22 29 27 85 16531 36 344 107 104 53 1030 96 43 89 163 26 102 63 23 22 766 50 22 24 39 49 115 34
leaf_count=4010336 41351 2023 22 29 27 85 16531 36 344 107 104 53 1030 96 43 89 163 26 102 63 23 22 766 50 22 24 39 49 115 34
internal_value=0 -4.24083 -1404.68 -730.679 6051.54 -47332.9 -1932.64 -28449.8 -20431.7 22101.7 8564.62 7619 -4500.85 15819.4 12918 3643.18 -36029.4 40061.2 71084.3 120962 -86759 -36236.4 14171.1 52074.5 122555 -224.278 9907.95 6683.39 22945.3 5890.98
internal_weight=0 4.03245e+06 22117 20094 3025 136 17069 538 502 136 2889 2867 1157 1710 1657 1235 259 422 208 106 127 366 976 161 72 109 214 815 188 149
internal_count=4073804 4032453 22117 20094 3025 136 17069 538 502 136 2889 2867 1157 1710 1657 1235 259 422 208 106 127 366 976 161 72 109 214 815 188 149
is_linear=0
shrinkage=0.1


Tree=2856
num_leaves=31
num_cat=0
split_feature=6 3 1 1 0 0 1 2 1 1 2 1 1 1 4 3 5 1 1 5 4 5 0 0 4 3 5 1 1 1
split_gain=7.06517e+11 1.479e+12 3.83827e+12 3.38221e+12 1.28021e+13 1.86527e+13 7.73574e+12 2.95758e+12 3.89333e+12 2.84604e+12 7.49653e+12 6.10652e+12 4.06814e+12 7.27758e+12 9.91943e+12 6.08034e+12 1.35257e+13 1.58184e+13 3.15542e+12 1.06068e+13 2.40011e+13 8.82368e+12 1.45852e+13 4.36346e+13 7.96355e+12 3.50592e+12 1.46654e+13 1.21005e+13 1.29401e+13 2.91059e+13
threshold=247.90000000000001 1.5000000000000002 30.084656550000002 30.389265100000003 59.939085000000013 60.01610465000001 30.438492500000006 10391.500000000002 91.443676550000006 107.59716050000002 10876.500000000002 94.478249850000012 92.791023150000015 82.963919600000011 4.5000000000000009 3.5000000000000004 2.5000000000000004 83.971434050000013 37.702956500000006 3.5000000000000004 9.5000000000000018 1.5000000000000002 55.866549750000011 55.685785750000008 14.500000000000002 3.5000000000000004 6.5000000000000009 38.066230450000006 38.948208550000011 39.008519500000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -5 8 -2 11 -11 12 13 18 -15 -16 -17 -18 19 21 -21 24 23 -23 -8 26 27 -20 -29 -30
right_child=1 2 3 6 5 -7 9 -9 -10 10 -12 -13 -14 14 15 16 17 -19 25 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.1663567458199013 -3551.7637202757455 -38257.326766304344 67428.493793402784 -58311.132514880948 -73158.134375000009 54319.25230823864 -36023.315709459464 -35682.426338252313 41524.379257812507 -63618.473097826092 9874.5609654017862 51348.275803786062 -35269.324848284043 -22450.235611979166 -497.55034722222229 -4329.1711087740387 139161.29981971157 28852.586177884616 -62063.726646205352 33314.428529575896 -106261.50951704546 4644.86576171875 -1270.9572591145834 169173.31280381946 32100.984008789062 -3531.6671688785195 78822.108308293275 68184.22602066533 -116824.62375000001 5123.7776856336868
leaf_weight=4070611 457 23 36 21 24 22 37 27 20 23 35 26 28 33 27 26 26 26 28 28 22 40 48 27 32 1060 26 31 20 914
leaf_count=4070611 457 23 36 21 24 22 37 27 20 23 35 26 28 33 27 26 26 26 28 28 22 40 48 27 32 1060 26 31 20 914
internal_value=0 1486.93 2418.7 2769.61 22764.1 -12190.7 2135.12 -3484.31 -1661.78 2630.38 -19269.2 3137.44 2631.8 3064.78 25373.3 40403.5 54561.6 84006.9 1733.79 12743.1 -28099 23841.5 40804.1 70947.4 -4429.44 494.649 4682.97 2741.76 4622.13 2512.46
internal_weight=0 3193 2689 2666 82 46 2584 504 477 2563 58 2505 2479 2451 138 105 78 52 2313 234 50 184 115 67 69 2079 1019 993 965 934
internal_count=4073804 3193 2689 2666 82 46 2584 504 477 2563 58 2505 2479 2451 138 105 78 52 2313 234 50 184 115 67 69 2079 1019 993 965 934
is_linear=0
shrinkage=0.1


Tree=2857
num_leaves=31
num_cat=0
split_feature=3 4 6 6 0 6 0 0 1 1 0 0 3 4 4 4 6 6 4 1 6 0 5 6 6 1 1 7 0 1
split_gain=7.09314e+11 6.1667e+12 9.18947e+12 6.0494e+12 5.75377e+12 7.47713e+12 1.54722e+13 1.03402e+13 5.48239e+12 3.09126e+13 6.22284e+13 3.49187e+13 5.16229e+13 2.48659e+13 5.13809e+13 3.84097e+13 4.16756e+13 3.80445e+13 9.06091e+13 5.70164e+13 3.68718e+13 5.26359e+13 2.33835e+13 2.12214e+13 2.07998e+13 2.0518e+13 2.35774e+13 2.78372e+13 1.96432e+13 1.808e+13
threshold=12.500000000000002 8.5000000000000018 47.805000000000007 83.820000000000007 55.883833400000007 62.995000000000012 45.036141150000006 55.039488700000007 60.636764050000004 60.549354600000008 56.782540950000005 56.858606850000008 19.500000000000004 16.500000000000004 23.500000000000004 15.500000000000002 104.01000000000001 105.00500000000001 20.500000000000004 60.620042600000012 142.05000000000004 56.83050475000001 3.5000000000000004 42.605000000000011 94.02500000000002 60.590708550000009 60.605526900000008 6.0000000000000009 56.83050475000001 82.901648750000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 23 12 13 15 17 -12 25 24 19 20 21 -19 -18 -11 -15 -17 27 28 -27 -10
right_child=1 8 3 -5 -6 6 -8 -9 29 10 11 -13 -14 14 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-14.862277448231163 71931.750694444447 114.10755278148656 44760.816807432435 -39785.69190340909 -17921.815965477199 300.13333333333338 121689.66354166668 -31061.200089285718 -2537.7911500123641 2203.2531659452147 35959.415385862965 -2548.7257084579319 521.98838102719026 34813.618063015412 12372.389446187131 19055.745307922363 -105040.88178868448 17448.512659801137 206525.19593023256 -60214.047587890622 -193.59971618652344 219697.76467993954 -6972.5041406250011 -29353.033251011933 -9747.3295056573279 -20096.387439903847 3099.3952728396048 7598.6803411989795 -128422.26063829787 498.06673049050823
leaf_weight=3615175 27 362882 37 22 37 21 21 35 31033 319 283 2495 2904 1080 2361 350 62 22 43 40 32 31 40 642 116 26 245 49 47 53327
leaf_count=3615175 27 362882 37 22 37 21 21 35 31033 319 283 2495 2904 1080 2361 350 62 22 43 40 32 31 40 642 116 26 245 49 47 53327
internal_value=0 117.153 17672.8 9204.63 16342.3 27463.1 60994.9 7902.89 109.494 273.72 5451.19 7737.56 11057.2 17395.4 21299.2 4199.57 -6774.83 36751 81311.5 38237.9 84568.3 135745 -66582.7 -18878.1 30491.7 1733.4 -14786.6 -50705.1 -89840.4 -618.716
internal_weight=0 458629 200 173 151 114 42 72 458429 374069 11187 10226 7731 4827 3725 1102 819 1364 168 125 85 53 102 961 1196 717 367 122 73 84360
internal_count=4073804 458629 200 173 151 114 42 72 458429 374069 11187 10226 7731 4827 3725 1102 819 1364 168 125 85 53 102 961 1196 717 367 122 73 84360
is_linear=0
shrinkage=0.1


Tree=2858
num_leaves=31
num_cat=0
split_feature=4 5 6 2 3 1 1 1 1 4 0 1 2 1 0 1 2 1 1 5 1 1 0 1 3 4 3 1 4 4
split_gain=6.97232e+11 4.64131e+12 9.52587e+12 1.18464e+13 1.00252e+13 3.56352e+13 1.69133e+13 1.9471e+13 2.32756e+13 1.85156e+13 3.52144e+13 1.61687e+13 1.39823e+13 2.70563e+13 2.15164e+13 1.93148e+13 1.75254e+13 1.74933e+13 3.22472e+13 3.61121e+13 3.02222e+13 2.97039e+13 2.68857e+13 2.48071e+13 1.62469e+13 1.80949e+13 1.99434e+13 1.59306e+13 1.39286e+13 1.1189e+13
threshold=5.5000000000000009 3.5000000000000004 189.00000000000003 10391.500000000002 1.5000000000000002 30.410676000000006 38.657016300000002 47.256487700000001 41.966773150000002 2.5000000000000004 55.123213100000008 39.723160900000003 5719.5000000000009 37.768783500000005 59.91832440000001 30.315889700000003 6680.0000000000009 43.997056950000008 43.047633000000012 4.5000000000000009 39.718675700000013 39.749243900000003 45.177967300000006 47.386825600000002 4.5000000000000009 4.5000000000000009 3.5000000000000004 39.178027400000005 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 -1 -3 4 5 -4 -7 8 11 -9 -11 -8 13 14 -6 -16 -14 18 19 20 -15 -22 27 -19 25 26 28 -21 -25 -24
right_child=-2 2 3 -5 12 6 7 9 -10 10 -12 -13 16 17 15 -17 -18 23 -20 22 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=26.445405763652246 -25.868561926139932 1375.9253558664702 -115912.76609375 -68823.01428059896 54383.964830488039 81513.314869950467 -17864.631468023257 -13483.084860711351 -83240.894700168923 135996.59498355264 -15036.287875600963 90967.849179687502 72413.459420955885 -146393.26486646078 30679.035498046876 -76716.454415246219 -1695.8678010973629 60602.247307477686 -151618.01881009617 87020.476515151517 51789.433169157615 -100386.33933189657 -26839.910925839551 -825.55884486607147 53084.931499999999 -79579.351198814664 69774.004947916663 -2148.3371936274511 -69151.135306490396 -112071.8155078125
leaf_weight=1102205 2928705 41337 20 30 81 41 43 38 37 38 26 20 34 43 34 33 519 42 26 33 23 29 67 70 25 58 24 51 52 20
leaf_count=1102205 2928705 41337 20 30 81 41 43 38 37 38 26 20 34 43 34 33 519 42 26 33 23 29 67 70 25 58 24 51 52 20
internal_value=0 66.1614 1086.71 -6591.84 -5369.23 12394 22954.2 11068.5 -20287.4 41809.5 74639.5 16685.4 -9065.22 -18340.8 19706.4 -22217.3 2860.58 -28342.6 -45324.1 -34934.4 -84368 -33077.8 -7471.34 -10045.2 -23002.4 -32326.8 -13555.3 32882.3 -29947.9 -46433.5
internal_weight=0 1.1451e+06 42894 1557 1527 263 243 202 100 102 64 63 1264 711 148 67 553 563 292 266 95 52 171 271 229 204 146 84 122 87
internal_count=4073804 1145099 42894 1557 1527 263 243 202 100 102 64 63 1264 711 148 67 553 563 292 266 95 52 171 271 229 204 146 84 122 87
is_linear=0
shrinkage=0.1


Tree=2859
num_leaves=31
num_cat=0
split_feature=6 0 0 0 4 3 4 0 2 0 5 3 5 1 2 0 1 5 0 1 5 0 5 4 5 0 0 0 5 0
split_gain=7.4931e+11 1.56964e+12 2.73924e+13 8.78127e+12 6.66551e+12 4.4126e+12 8.77207e+12 1.54406e+13 3.37769e+13 2.68089e+13 7.43536e+12 4.68643e+12 2.57565e+13 2.61803e+13 1.86484e+13 1.52416e+13 5.97296e+12 1.13575e+13 5.68855e+12 5.36844e+12 1.32498e+13 1.02561e+13 2.65004e+13 1.64546e+13 2.48689e+13 1.21823e+13 9.40177e+12 6.86056e+12 1.02427e+13 6.62805e+12
threshold=247.90000000000001 55.014086100000007 55.046782850000007 55.061158000000006 22.500000000000004 6.5000000000000009 11.500000000000002 56.128722100000005 2865.5000000000005 57.14107305000001 3.5000000000000004 4.5000000000000009 2.5000000000000004 65.574968200000015 2970.5000000000005 55.749683450000006 65.493200550000012 3.5000000000000004 56.006509350000009 37.586700500000006 3.5000000000000004 59.950512650000007 3.5000000000000004 5.5000000000000009 1.5000000000000002 60.064438250000002 55.783232450000007 57.205086850000008 1.5000000000000002 56.685611200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -7 16 15 14 -14 -13 19 -18 -17 21 27 22 23 -5 -25 -23 -22 28 -21 -28
right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 12 13 -15 -16 18 17 -19 -20 20 26 25 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-1.2011605649874892 3410.6987570509077 -91059.667811908148 65337.460677083342 -38161.412858072923 42565.09772135417 21727.172666529605 -6838.3136537209539 -36225.37690625 195814.7328808594 46346.478359375003 -45508.161745689664 89432.527769886365 -43501.844176136365 31696.770192307697 -145748.65658854166 -46215.123980978264 -2521.0203918457032 -82004.573000000004 10815.869796125857 17342.464347787922 73529.770028409097 84460.962518601198 -119098.85700000002 -38665.042426757813 113804.64191576088 -18854.345015625 -10056.008527166194 22491.993467133623 -24703.984053057939 47801.579210069445
leaf_weight=4070611 1858 33 21 60 36 38 156 25 20 30 29 22 44 26 30 23 64 25 73 89 44 21 25 20 23 25 44 87 166 36
leaf_count=4070611 1858 33 21 60 36 38 156 25 20 30 29 22 44 26 30 23 64 25 73 89 44 21 25 20 23 25 44 87 166 36
internal_value=0 1531.3 -1084.37 1196.11 144.617 -1082 9530.78 27513.7 58680.7 106134 -7374.69 -4421.61 -17285.8 -54624.2 -84953.3 14357 -574.711 -24847.9 -2847.81 2800.77 8397.26 -12187.5 -26741.8 -4325.04 42888.5 28311.3 36400.8 -1756.08 -10028.9 15979.9
internal_weight=0 3193 1335 1302 1281 1245 298 142 75 50 67 947 218 100 74 118 729 89 96 640 466 174 128 103 43 46 124 342 255 80
internal_count=4073804 3193 1335 1302 1281 1245 298 142 75 50 67 947 218 100 74 118 729 89 96 640 466 174 128 103 43 46 124 342 255 80
is_linear=0
shrinkage=0.1


Tree=2860
num_leaves=31
num_cat=0
split_feature=3 6 4 7 4 7 1 0 6 0 6 6 0 1 3 6 4 3 0 1 6 5 6 1 6 0 0 0 0 0
split_gain=7.07666e+11 8.84135e+12 1.79085e+13 2.48037e+13 2.44802e+13 5.10554e+13 8.98104e+13 4.36553e+13 2.41686e+13 4.58014e+13 2.49637e+13 2.33957e+13 2.0598e+13 1.82495e+13 2.10883e+13 1.87379e+13 1.63341e+13 1.63198e+13 1.57576e+13 1.52924e+13 1.62616e+13 1.52806e+13 1.56649e+13 1.71095e+13 3.18502e+13 2.45623e+13 2.35675e+13 2.19896e+13 2.19919e+13 2.03603e+13
threshold=2.5000000000000004 68.00500000000001 8.5000000000000018 6.0000000000000009 7.5000000000000009 6.0000000000000009 20.507515800000004 59.905532300000012 98.020000000000024 60.002985000000002 110.01500000000001 168.45000000000002 59.950512650000007 37.290808600000013 1.5000000000000002 120.05000000000001 11.500000000000002 1.5000000000000002 57.634352600000007 37.586700500000006 73.995000000000019 1.5000000000000002 78.605000000000004 30.345769800000003 88.00500000000001 59.950512650000007 59.91832440000001 55.812023600000011 55.710673100000008 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 12 -10 13 -9 15 18 -8 -5 -14 -15 20 -16 -7 -23 24 25 26 -24 28 -25 -26
right_child=-2 2 3 16 5 21 7 8 10 -11 -12 -13 17 14 19 -17 -18 -19 -20 -21 -22 22 23 27 29 -27 -28 -29 -30 -31
leaf_value=53.616911502538272 24.265927853915329 -14.462672227362072 -3027.4607246898354 -1486.0778439103688 145588.34021306818 76998.098863636362 -8804.9583055045732 64584.604807692318 -30428.386146763394 19255.990434451222 77229.80017857143 93935.091650390634 231685.50179687503 38540.391611424886 97667.97998046875 -102341.26136067709 3214.379752725823 120085.40180921053 -48883.586843039775 -1054.9967795015586 15961.073962162991 -20280.323543143008 45113.839594872319 -1976.0390542473594 -27150.664209883056 -51320.905539772735 152717.45872395832 -38235.255892630914 103042.13115234376 41405.806938559326
leaf_weight=871891 3042483 71639 54441 17073 55 22 199 39 56 82 35 32 20 328 32 24 13039 38 22 792 102 538 134 213 163 22 24 185 22 59
leaf_count=871891 3042483 71639 54441 17073 55 22 199 39 56 82 35 32 20 328 32 24 13039 38 22 792 102 538 134 213 163 22 24 185 22 59
internal_value=0 -71.5865 -756.299 -1753.66 369.95 8874.86 19710.3 15866.2 52940 74272.3 10978.6 9328.02 120781 7521.87 12134.5 -18871.6 549.299 158568 33045.2 4230.94 35473.2 -5676.95 -7014.34 1668.26 16414.9 47674.5 61458.7 -12446.4 7855.45 -8930.7
internal_weight=0 1.03132e+06 159430 84553 74877 3238 1856 1801 270 179 91 1531 97 1499 1276 223 30112 58 350 926 134 1382 1360 822 402 180 158 420 235 222
internal_count=4073804 1031321 159430 84553 74877 3238 1856 1801 270 179 91 1531 97 1499 1276 223 30112 58 350 926 134 1382 1360 822 402 180 158 420 235 222
is_linear=0
shrinkage=0.1


Tree=2861
num_leaves=31
num_cat=0
split_feature=6 6 7 0 0 4 4 4 3 0 4 1 1 4 3 3 5 1 6 2 0 1 1 4 4 1 5 1 0 0
split_gain=8.19223e+11 1.97015e+13 2.16937e+13 3.06151e+13 4.86841e+13 4.79325e+13 8.17644e+13 4.71503e+13 5.02613e+13 5.52673e+13 4.02395e+13 2.9445e+13 2.48311e+13 2.0911e+13 2.70899e+13 2.00217e+13 2.22077e+13 2.02681e+13 2.00168e+13 2.98026e+13 4.59053e+13 3.33996e+13 3.64769e+13 2.7197e+13 5.26384e+13 3.09282e+13 2.08285e+13 1.85151e+13 1.58999e+13 2.31164e+13
threshold=71.030000000000015 70.00500000000001 6.0000000000000009 59.982409200000006 59.898927250000007 10.500000000000002 25.500000000000004 9.5000000000000018 2.5000000000000004 59.939085000000013 7.5000000000000009 30.389265100000003 30.242318500000007 25.500000000000004 21.500000000000004 10.500000000000002 2.5000000000000004 30.330566300000005 70.50500000000001 2200.0000000000005 55.696737300000009 37.46219940000001 37.318079750000003 11.500000000000002 15.500000000000002 37.442254400000003 2.5000000000000004 37.755233900000007 55.710673100000008 55.883833400000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 11 8 -6 10 -10 15 -5 14 -3 16 17 -7 19 20 23 22 -22 -4 25 -25 -27 -16 -15 -30
right_child=-2 2 3 12 5 6 -8 -9 9 -11 -12 -13 -14 28 27 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=1.5493287377531724 102.945843301275 -4874.857191168524 19292.738964843749 50884.041750919125 -91152.090353260865 -7866.4070038377195 76816.901522775428 161647.80223958334 44490.370312500003 -12205.365397135418 196688.21038240133 27183.706120708626 -39686.130758711224 13487.916102120536 5386.5226636202833 16939.268106617648 -130783.82716796876 -120864.59367009945 5601.1478317872816 -1.1803506860802411 -37692.97465625 -10532.316179046633 109762.46371017158 -54223.214466688369 -28488.712535351562 -221643.00513392861 -105929.02650953022 90218.283808593755 -143789.09882812502 -35081.015765294891
leaf_weight=3397831 649723 16747 58 34 23 57 118 45 32 48 38 71 276 35 53 34 40 22 3914 3574 25 440 51 54 250 28 35 50 27 71
leaf_count=3397831 649723 16747 58 34 23 57 118 45 32 48 38 71 276 35 53 34 40 22 3914 3574 25 440 51 54 250 28 35 50 27 71
internal_value=0 -19.5341 -2748.6 1143.11 2212.4 31669 9449.16 72524.9 44081.5 70440.6 127112 -26039.2 -29752.6 -4872.16 -4560.41 -50737.4 -70073.6 -39334.3 367.214 -4170.02 -20003.6 41.3608 61257.4 -44340.6 -54397.1 -109757 -157357 46567 -44368.3 -65031.2
internal_weight=0 3.42408e+06 26250 9267 8957 528 342 186 141 118 70 224 310 16983 16850 153 119 79 8429 4515 941 516 76 425 367 117 63 103 133 98
internal_count=4073804 3424081 26250 9267 8957 528 342 186 141 118 70 224 310 16983 16850 153 119 79 8429 4515 941 516 76 425 367 117 63 103 133 98
is_linear=0
shrinkage=0.1


Tree=2862
num_leaves=31
num_cat=0
split_feature=6 3 0 0 4 6 6 1 4 6 3 4 0 7 6 6 6 7 0 6 0 6 5 7 1 1 6 3 0 1
split_gain=7.83053e+11 7.46507e+12 2.30051e+13 2.18828e+13 3.9678e+13 4.43226e+13 8.3663e+13 6.51221e+13 6.43499e+13 7.0692e+13 4.78437e+13 4.45606e+13 9.49053e+13 7.75849e+13 7.92607e+13 3.66379e+13 3.44725e+13 6.01623e+13 4.2288e+13 3.34781e+13 3.30883e+13 3.22891e+13 2.77121e+13 2.74355e+13 2.6016e+13 2.54922e+13 4.00627e+13 3.49255e+13 2.4513e+13 3.10921e+13
threshold=62.375000000000007 7.5000000000000009 59.898927250000007 59.982409200000006 19.500000000000004 63.705000000000005 69.605000000000004 30.345769800000003 14.500000000000002 63.415000000000006 16.500000000000004 10.500000000000002 59.939085000000013 6.0000000000000009 65.410000000000011 68.515000000000015 78.605000000000004 6.0000000000000009 59.905532300000012 68.00500000000001 59.939085000000013 67.445000000000007 1.5000000000000002 6.0000000000000009 30.303340300000002 30.315889700000003 67.91500000000002 13.500000000000002 59.91832440000001 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 9 22 -8 12 13 21 -15 -14 17 18 -12 -16 -18 28 -4 -10 -25 27 -27 -13 -7 -30
right_child=1 2 3 -5 -6 6 10 -9 23 -11 16 25 15 14 19 -17 20 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-26.311089555350215 267.6332061328464 -504.36997539085246 145406.40333754595 303.72581493069691 -3303.5158717986847 -18566.659411200162 12306.934056919499 398.25175601356909 95005.669242350268 232611.07806783539 288964.48562500003 -5556.7188403807377 35708.64277771442 -319814.78695652174 -156963.00723684212 -95932.703625000009 47492.722819496266 8049.7093116554061 105711.47634995406 364.53497023809524 -84830.428160511365 73114.086079545465 30954.623374720984 28873.563560267859 -116443.04801136366 20209.068386521292 -28826.257705100023 -65912.538702101941 -204920.07090773812 -32840.175539434531
leaf_weight=2995108 697246 352691 34 17996 3213 58 5133 190 24 41 20 401 137 23 38 25 134 37 34 21 22 22 56 28 22 659 223 126 21 21
leaf_count=2995108 697246 352691 34 17996 3213 58 5133 190 24 41 20 401 137 23 38 25 134 37 34 21 22 22 56 28 22 659 223 126 21 21
internal_value=0 73.0554 -282.61 2436.98 6003.84 9964.7 8164.45 42574.3 81664.3 123774 14375.6 -10661.4 -41749.3 -87127.5 -162350 15393.6 57364.7 106278 173583 -100965 28831.8 -36568.2 74192 7119.58 -35065.7 -2586.02 7811.25 -19987.1 -60698.3 -118880
internal_weight=0 1.0787e+06 381450 28759 10763 7550 7155 395 205 131 5380 1775 366 204 82 162 247 91 54 59 156 122 90 74 50 1409 882 527 100 42
internal_count=4073804 1078696 381450 28759 10763 7550 7155 395 205 131 5380 1775 366 204 82 162 247 91 54 59 156 122 90 74 50 1409 882 527 100 42
is_linear=0
shrinkage=0.1


Tree=2863
num_leaves=31
num_cat=0
split_feature=1 4 5 6 6 4 1 4 3 6 3 6 1 6 6 6 4 6 1 6 3 4 7 1 6 4 0 0 3 1
split_gain=8.76919e+11 1.33591e+13 1.6216e+13 3.4484e+13 6.2415e+13 3.08852e+13 2.54473e+13 3.65857e+13 2.49283e+13 2.4228e+13 3.26415e+13 3.20672e+13 2.39738e+13 2.30838e+13 6.86728e+13 3.71786e+13 4.6854e+13 3.32459e+13 5.2186e+13 5.52267e+13 7.88759e+13 4.6393e+13 3.88676e+13 4.52809e+13 3.15317e+13 2.4881e+13 2.288e+13 2.26894e+13 2.70618e+13 2.32398e+13
threshold=30.315889700000003 21.500000000000004 2.5000000000000004 70.00500000000001 73.00500000000001 25.500000000000004 30.303340300000002 24.500000000000004 16.500000000000004 81.705000000000013 5.5000000000000009 103.03500000000001 30.242318500000007 76.605000000000004 74.015000000000015 71.030000000000015 22.500000000000004 79.015000000000015 30.303340300000002 110.01500000000001 13.500000000000002 23.500000000000004 6.0000000000000009 30.157841000000001 78.605000000000004 25.500000000000004 59.982409200000006 59.990753350000013 6.5000000000000009 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 -1 3 -3 8 6 9 -8 -5 10 -6 -11 26 14 15 16 -4 22 -19 21 -21 -20 -15 -24 -25 -23 -12 28 -17 -29
right_child=-2 2 13 4 5 -7 7 -9 -10 11 12 -13 -14 17 -16 27 -18 18 19 20 -22 25 23 24 -26 -27 -28 29 -30 -31
leaf_value=-580.7308781154984 10.300674740453321 1376.4676976338706 111961.54242665817 -73514.07190679507 23933.351699218751 -102800.89288793104 71692.501875000002 -7531.4141077841487 -13079.930050781251 40885.760804398153 -61829.316952686095 -89311.589630681832 -94323.292470415909 15478.127180099487 49179.704895428193 2557.8438936121329 10122.122957525435 942.0767739358422 88880.013578618964 -150933.79462348091 58398.35629340278 35776.383119658123 41427.325500488281 -49144.25473554479 -151345.08185221357 -46187.375399502838 8041.1930910669198 -87258.855611979176 -90213.170965129568 6052.0794647469011
leaf_weight=159745 3882433 24895 49 215 100 29 110 124 100 135 89 22 68 160 463 51 579 3191 172 36 36 234 48 187 36 44 99 30 82 242
leaf_count=159745 3882433 24895 49 215 100 29 110 124 100 135 89 22 68 160 463 51 579 3191 172 36 36 234 48 187 36 44 99 30 82 242
internal_value=0 -208.975 1668.79 613.871 -16787.5 -1548.46 2382.36 29710.6 -54328.6 -10083.2 -24515.1 22641.5 -43440.3 6529.28 17177 2833.14 18068.2 2685.4 5737.05 35048.9 -46267.7 48059.5 -23604.1 -46678.5 -65643 22803.7 -25035.8 -20790.6 -54639.3 -4239.57
internal_weight=0 191371 31626 25986 1091 776 747 234 315 513 356 157 256 5640 1496 1033 628 4144 3713 522 72 450 431 271 223 278 188 405 133 272
internal_count=4073804 191371 31626 25986 1091 776 747 234 315 513 356 157 256 5640 1496 1033 628 4144 3713 522 72 450 431 271 223 278 188 405 133 272
is_linear=0
shrinkage=0.1


Tree=2864
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 4 1 0 3 1 3 4 4 6 4 1 7 3 6 1 5 0 3 3 1 1 7 6 7 1
split_gain=7.86872e+11 5.86811e+12 3.22731e+13 5.60914e+13 9.94831e+13 9.59438e+13 1.32038e+14 2.48914e+14 7.82467e+13 6.0824e+13 6.35063e+13 5.83589e+13 4.90976e+13 4.86805e+13 1.26152e+14 8.89002e+13 6.13079e+13 4.45148e+13 5.58201e+13 4.99361e+13 4.08707e+13 4.07143e+13 3.71629e+13 3.43972e+13 3.3619e+13 6.0052e+13 1.16116e+14 4.60188e+13 3.82618e+13 7.25466e+13
threshold=9.5000000000000018 55.783232450000007 55.768246800000007 37.755233900000007 37.586700500000006 18.500000000000004 37.600779750000008 55.775215600000003 4.5000000000000009 37.534144550000008 23.500000000000004 11.500000000000002 32.500000000000007 59.815000000000005 22.500000000000004 37.649344350000007 6.0000000000000009 13.500000000000002 72.50500000000001 37.682335600000009 1.5000000000000002 55.775215600000003 2.5000000000000004 3.5000000000000004 37.858952300000006 38.247071200000008 6.0000000000000009 41.365000000000002 6.0000000000000009 49.176406850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 10 -4 -11 -12 15 -15 16 -10 18 -8 -20 -19 -7 -13 -24 -5 26 -26 -28 29 -27
right_child=1 -3 3 24 5 8 17 -9 13 11 12 22 -14 14 -16 -17 -18 20 19 -21 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-47.183896827858916 -26.887905131892126 266.86697078800029 -4002.6802709393992 -24299.470519397102 374408.68306451617 -33136.656152343749 17992.498448656097 -78086.726445312495 36872.808678385416 -190729.97877604168 97717.438560655399 34209.922751266895 -31976.322640380859 -251935.56044034092 -3763.0762793955178 12332.454458719629 234392.71268939396 30139.979641113281 -14045.148727678572 125682.70390429045 170576.72805232558 -145163.97073899873 -167504.9347935268 -36033.282133275083 -11923.058267597087 13957.067333346478 99237.88470214844 282044.85714285716 -17280.95560299257 -11424.708421537125
leaf_weight=1892492 1412058 752840 4134 1314 31 96 906 20 30 24 108 74 40 22 297 391 33 40 35 95 43 49 21 380 103 1684 40 21 2984 3399
leaf_count=1892492 1412058 752840 4134 1314 31 96 906 20 30 24 108 74 40 22 297 391 33 40 35 95 43 49 21 380 103 1684 40 21 2984 3399
internal_value=0 40.9364 -78.1345 -4486.76 2404.24 20614.7 39602.4 196960 -3585.22 -5548.82 -1698.42 -38589.7 62665.1 9059.4 -20878.4 30095 140336 32430.6 26785.2 88063.7 102896 -70994.2 -30902.6 -42918.3 -9445.82 -7074.58 52831.6 162171 -8292.46 -3015.72
internal_weight=0 2.18131e+06 1.42847e+06 16414 6869 2088 1170 51 918 4781 4282 499 148 773 319 454 63 1119 1036 130 83 145 475 401 9545 8231 164 61 8067 5083
internal_count=4073804 2181312 1428472 16414 6869 2088 1170 51 918 4781 4282 499 148 773 319 454 63 1119 1036 130 83 145 475 401 9545 8231 164 61 8067 5083
is_linear=0
shrinkage=0.1


Tree=2865
num_leaves=31
num_cat=0
split_feature=1 1 4 7 4 0 0 6 3 4 4 6 6 5 0 6 3 6 4 4 6 4 4 6 6 5 6 6 4 3
split_gain=9.1728e+11 9.58919e+12 1.72531e+13 2.55964e+13 2.31785e+13 2.51665e+13 2.7544e+13 3.03707e+13 2.78817e+13 5.53026e+13 6.08194e+13 2.28252e+13 1.92397e+13 2.41844e+13 1.89192e+13 1.57557e+13 1.48987e+13 6.80729e+13 1.65955e+13 1.49939e+13 1.45302e+13 1.36036e+13 4.29703e+13 4.89457e+13 3.99474e+13 3.31261e+13 4.29258e+13 2.82373e+13 2.72739e+13 2.77909e+13
threshold=36.555998300000006 36.593086150000012 5.5000000000000009 6.0000000000000009 8.5000000000000018 55.111813300000001 50.596941950000009 69.015000000000015 2.5000000000000004 10.500000000000002 15.500000000000002 103.03500000000001 98.020000000000024 2.5000000000000004 50.596941950000009 94.02500000000002 9.5000000000000018 128.05000000000004 14.500000000000002 10.500000000000002 61.025000000000006 13.500000000000002 14.500000000000002 89.00500000000001 110.01500000000001 2.5000000000000004 76.00500000000001 116.05000000000001 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 14 4 -4 6 21 -8 9 -9 -11 12 13 -10 -2 -15 18 -18 19 -13 -16 27 24 -24 25 26 -23 -6 29 -25
right_child=1 -3 3 -5 5 -7 7 8 11 10 -12 16 -14 15 20 -17 17 -19 -20 -21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-132.19246335932948 20356.830210420609 6.0592016822004249 -15059.970894420832 23690.290816302706 3296.79711979899 -32720.89325850939 2447.2163795458905 10511.417151988637 58312.184034798818 219576.14710726353 22184.685156250001 -36463.642189670143 108649.70114583334 16366.780166326351 5670.8394290788801 -66550.201906250004 -58781.457257401315 140900.54213709678 -62855.165181107965 46614.371100725453 -31148.333413170127 -11615.784633180059 -5434.9708960739672 -30955.951208496095 -77270.169984711203 21763.805912249656 -73181.671228269872 -37057.062585586384 4610.4899601279149 69449.215278541145
leaf_weight=464999 1041 3592523 925 481 6712 213 1242 77 153 37 27 45 30 275 1410 25 38 31 66 42 116 453 1787 32 122 181 151 178 193 199
leaf_count=464999 1041 3592523 925 481 6712 213 1242 77 153 37 27 45 30 275 1410 25 38 31 66 42 116 453 1787 32 122 181 151 178 193 199
internal_value=0 17.0332 2438.37 1030.07 206.466 1353.71 1953.74 12401 27013.9 67607.7 136302 18895.2 31093.9 25957.8 9962.66 9457.03 -7645.4 30930.7 -25042.5 3642.98 2872 -225.901 -5706.47 1812.45 -24035.4 -15762 -27007.3 2254.27 32357.6 55540.3
internal_weight=0 3.6088e+06 16282 13715 13234 12309 12096 2088 846 141 64 705 483 453 2567 300 222 69 153 87 1526 10008 3118 2211 907 785 604 6890 424 231
internal_count=4073804 3608805 16282 13715 13234 12309 12096 2088 846 141 64 705 483 453 2567 300 222 69 153 87 1526 10008 3118 2211 907 785 604 6890 424 231
is_linear=0
shrinkage=0.1


Tree=2866
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 2 0 0 0 6 4 0 0 4 4 0 6 7 6 4 4 6 7 3 0 6 6 6 6 6
split_gain=8.46454e+11 1.40183e+13 1.44101e+13 2.25987e+13 1.69906e+13 3.2864e+13 2.02612e+13 8.81064e+13 1.08372e+14 5.08072e+13 3.71047e+13 3.2026e+13 4.11274e+13 6.67438e+13 3.63309e+13 3.19835e+13 2.62529e+13 2.58929e+13 2.43887e+13 2.41794e+13 3.579e+13 3.07233e+13 2.16132e+13 2.06208e+13 1.97537e+13 1.78328e+13 3.00973e+13 1.82972e+13 1.92826e+13 1.80595e+13
threshold=37.131181300000009 37.234509300000006 20.500000000000004 21.500000000000004 17.500000000000004 75.000000000000014 55.768246800000007 55.721784200000009 55.667390500000003 90.045000000000016 8.5000000000000018 55.622114900000007 55.649510000000014 13.500000000000002 13.500000000000002 55.660117850000006 84.810000000000016 6.0000000000000009 45.605000000000011 13.500000000000002 7.5000000000000009 71.030000000000015 6.0000000000000009 3.5000000000000004 55.60524465000001 90.045000000000016 88.00500000000001 64.405000000000015 63.855000000000011 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 4 -4 6 -6 7 8 11 10 18 23 13 22 16 25 -14 -12 -9 20 -10 -22 -13 -2 -25 26 27 28 -16 -29
right_child=1 -3 3 -5 5 -7 -8 9 19 -11 17 12 14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-119.98300165156982 8666.1141714308014 3.7788961941792465 -110351.29928668479 -8964.3992757406577 -1544.3831261185298 55849.4260387635 -167.7270766452128 -49024.336011337655 -24460.40277920082 183753.24038722829 95618.637938850312 31447.298118937517 21035.75966638705 90058.241411194627 -3264.9193396910832 36550.138863756336 92979.287083333344 35448.563348698342 37048.536357421879 20241.179981593083 -65388.200350413601 -160447.51688304229 -3766.2641983309659 -7751.1503974188181 -103172.12798295455 -60713.489561987706 87455.705238970593 -41861.63708482503 67107.009910918452 7005.3699039564226
leaf_weight=513821 1116 3543489 23 498 227 178 8952 82 122 23 81 476 328 158 774 185 60 611 55 38 102 51 275 1565 22 61 34 247 41 109
leaf_count=513821 1116 3543489 23 498 227 178 8952 82 122 23 81 476 328 158 774 185 60 611 55 38 102 51 275 1565 22 61 34 247 41 109
internal_value=0 17.3174 2925.87 -13440.2 3459.69 23680.6 2933.65 7130.07 2693.33 37145.8 33078.2 5979.04 13581.1 30981.7 4980.06 -2288.18 32161 42491.6 -14469.5 -54528.5 -64860.3 -97074.6 18552.9 -1749.52 -9073.94 -7963.61 -5293.28 -7986.25 275.264 -26899.5
internal_weight=0 3.55998e+06 16494 521 15973 405 15568 6616 5764 852 829 5451 2748 909 1839 1451 388 692 137 313 275 153 751 2703 1587 1266 1205 1171 815 356
internal_count=4073804 3559983 16494 521 15973 405 15568 6616 5764 852 829 5451 2748 909 1839 1451 388 692 137 313 275 153 751 2703 1587 1266 1205 1171 815 356
is_linear=0
shrinkage=0.1


Tree=2867
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 0 0 0 4 0 6 4 4 7 0 2 4 5 6 5 0 6 6 4 0 6 3 5 4 0
split_gain=8.03063e+11 8.17453e+12 2.83377e+13 8.67084e+13 7.14843e+13 8.45182e+13 7.03253e+13 1.81851e+14 1.00538e+14 7.89245e+13 7.79731e+13 6.15644e+13 7.65436e+13 5.82236e+13 5.25941e+13 7.82798e+13 1.20969e+14 4.93334e+13 5.06792e+13 8.43244e+13 5.72209e+13 6.54505e+13 1.29934e+14 5.75456e+13 4.83894e+13 4.80965e+13 5.59777e+13 5.01101e+13 6.06978e+13 1.02952e+14
threshold=37.343102500000008 37.401708450000008 55.60524465000001 14.500000000000002 37.374856000000008 55.633951400000008 55.702806750000008 55.667390500000003 13.500000000000002 55.728148450000006 43.405000000000008 8.5000000000000018 7.5000000000000009 6.0000000000000009 55.866549750000011 75.000000000000014 31.500000000000004 3.5000000000000004 92.02500000000002 2.5000000000000004 55.812023600000011 78.010000000000005 86.030000000000015 21.500000000000004 55.850146250000009 40.490000000000002 4.5000000000000009 1.5000000000000002 22.500000000000004 55.858844800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -6 -8 -9 12 -7 -4 15 16 25 18 19 20 21 -17 -23 -22 -14 -5 -27 -28 -29 -30
right_child=1 -3 3 14 6 11 9 10 -10 -11 -12 -13 24 -15 -16 17 -18 -19 -20 -21 23 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-107.45481049214962 -2721.5190986250964 3.776430010432708 88358.44610126203 10462.677237341266 1430.0093588156778 -248.62992029066208 -21175.104606615379 -4542.1926339285719 79728.106706997656 25408.442000698575 179683.65528907778 -27091.337296142581 38192.628869398584 13166.354963064667 -10109.003970866652 -4007.6495806332541 -238810.31505681819 71541.624835526323 -19772.570767731238 39651.177674960694 29870.6904514241 -130630.64741709184 143471.4669642857 3016.2707488352739 188431.08780653213 -30880.944362472888 -35412.398240704402 -8839.6634927546675 41968.655130650113 -30432.048621991617
leaf_weight=594077 10107 3448569 156 1682 488 616 468 28 247 1632 128 910 53 303 3831 1050 22 133 523 964 1329 98 21 1997 36 952 428 1983 700 273
leaf_count=594077 10107 3448569 156 1682 488 616 468 28 247 1632 128 910 53 303 3831 1050 22 133 523 964 1329 98 21 1997 36 952 428 1983 700 273
internal_value=0 18.3452 1630.82 3720.47 15122.3 855.727 25014.9 48555.6 27742.4 15027 146617 -9906.22 12276 38721.8 107.914 3328.07 -4746.64 11303.7 9964.46 12813.4 7057.78 -11973.4 -82259.7 13746.7 98963.2 -3890.97 -9458.97 -3432.46 1197.92 21654.8
internal_weight=0 3.47973e+06 31158 21051 5065 2074 2991 891 735 2100 156 1615 705 459 15986 12155 6040 6115 5982 5459 4495 1169 119 3326 89 6018 4336 3384 2956 973
internal_count=4073804 3479727 31158 21051 5065 2074 2991 891 735 2100 156 1615 705 459 15986 12155 6040 6115 5982 5459 4495 1169 119 3326 89 6018 4336 3384 2956 973
is_linear=0
shrinkage=0.1


Tree=2868
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 4 0 7 4 3 0 4 0 6 0 0 0 4 6 6 3 4 0 3 6 3 3 4 6
split_gain=7.62495e+11 1.92949e+13 1.01223e+14 1.02422e+14 8.84202e+13 6.84804e+13 1.18854e+14 1.8849e+14 1.16466e+14 1.20708e+14 8.36704e+13 8.07627e+13 7.32749e+13 6.89301e+13 6.08929e+13 4.9289e+13 1.42379e+14 5.16638e+13 6.70188e+13 5.48823e+13 5.16563e+13 4.88197e+13 4.82195e+13 5.58488e+13 4.63967e+13 5.00993e+13 4.54154e+13 1.21347e+14 4.46662e+13 5.70543e+13
threshold=37.503969450000007 37.488790500000007 55.812023600000011 55.81943720000001 55.988910100000005 15.500000000000002 17.500000000000004 55.775215600000003 6.0000000000000009 21.500000000000004 15.500000000000002 55.685785750000008 14.500000000000002 55.676890650000011 59.815000000000005 55.685785750000008 55.667390500000003 55.728148450000006 12.500000000000002 69.015000000000015 39.995000000000012 4.5000000000000009 22.500000000000004 55.743464250000009 6.5000000000000009 45.305000000000007 5.5000000000000009 2.5000000000000004 23.500000000000004 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 -1 5 -4 28 12 -7 11 14 10 -10 13 15 -8 24 16 -3 26 19 -19 -20 -14 23 -13 -9 -26 27 -17 -5 -30
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 22 21 -15 -16 17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-16.518088684687012 20.042011929716367 -3665.9288807881276 82509.585730016173 14993.026793508163 -30271.001110538778 -35290.649204072368 2518.1180560568105 -50078.19146362305 -42223.23457641602 -116965.40179961371 143321.63718749999 96825.863240697829 -32905.105747070316 -180763.87633928572 -109472.76015625001 -13946.933388157897 103959.7072546959 -31895.204736550579 185063.30245949075 32125.485601265824 16172.726072443182 53798.54618241905 5706.0094820658369 16370.86707763672 19853.186339285716 183678.96174804689 -25896.325958251953 -276063.2410037879 22640.825994493571 -14823.813352740784
leaf_weight=704272 3354007 3096 171 3512 669 2258 897 25 128 271 30 236 80 21 24 38 128 878 27 158 55 345 192 136 35 40 80 33 575 1387
leaf_count=704272 3354007 3096 171 3512 669 2258 897 25 128 271 30 236 80 21 24 38 128 878 27 158 55 345 192 136 35 40 80 33 575 1387
internal_value=0 -93.3889 -3580.54 6172.19 4047.22 -10265.9 -19494.6 -1967.68 -51789.9 -76462.8 -6993.2 16623.2 -2209.95 -1674.61 33570.3 -5964.08 607.049 -22658.6 -15243.3 -22131.4 71783 37477.9 46405.8 67412.2 67900.7 107227 -77561.4 -135776 8241.39 -3844.12
internal_weight=0 719797 15525 6314 6143 9211 4293 2035 553 429 158 1482 4918 918 124 4493 3224 1269 1118 1036 82 425 564 372 100 75 151 71 5474 1962
internal_count=4073804 719797 15525 6314 6143 9211 4293 2035 553 429 158 1482 4918 918 124 4493 3224 1269 1118 1036 82 425 564 372 100 75 151 71 5474 1962
is_linear=0
shrinkage=0.1


Tree=2869
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 6 6 3 5 6 3 4 4 6 4 6 4 6 3 6 6 0 3 6 1 4 7 3 6 3
split_gain=7.22897e+11 1.00908e+13 1.94074e+13 2.28598e+13 1.46114e+13 1.62623e+13 2.50933e+13 1.3731e+13 1.3276e+13 3.08197e+13 2.35641e+13 1.27938e+13 3.03321e+13 2.06807e+13 1.53732e+13 1.91562e+13 1.46146e+13 1.58811e+13 1.28583e+13 2.75081e+13 2.37642e+13 2.19388e+13 3.2201e+13 2.81199e+13 2.47508e+13 3.16976e+13 4.03276e+13 4.31972e+13 3.91965e+13 3.29047e+13
threshold=50.213874250000011 49.692247900000005 2911.0000000000005 53.20799465000001 16.500000000000004 138.05000000000004 128.05000000000004 3.5000000000000004 3.5000000000000004 118.04500000000002 16.500000000000004 21.500000000000004 20.500000000000004 118.04500000000002 24.500000000000004 101.02000000000002 4.5000000000000009 189.00000000000003 9.5000000000000018 58.045000000000009 86.030000000000015 53.175387700000009 1.5000000000000002 83.010000000000005 50.136929700000003 6.5000000000000009 6.0000000000000009 2.5000000000000004 74.615000000000009 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 11 5 6 -5 -7 9 -6 -10 12 16 14 15 -13 -4 18 19 -18 -20 -21 23 -23 25 26 27 28 -24 -27
right_child=-2 2 3 4 8 7 -8 -9 10 -11 -12 13 -14 -15 -16 -17 17 -19 20 21 -22 22 24 -25 -26 29 -28 -29 -30 -31
leaf_value=11.25240107876504 -52.169878688799344 -32476.899481052307 -6746.5123118139254 3441.2467064981984 12288.490468204669 9925.2828794642865 -73176.720975654069 101317.31416330645 139203.81235795454 -64659.157613502364 -8890.7556175595237 -11188.363261499042 124257.5347265625 93335.240327380947 1419.8060038871506 -107243.86090029763 449.48658769086455 -55284.526953125001 -895.50508012817193 -270.5481206654365 -32985.751645674907 -5207.5016595420602 46791.068940304489 -103083.00247395835 6151.6241700469745 -6784.5481327965144 155569.75779079861 18214.027226562503 201868.81541573664 30149.936301626465
leaf_weight=2435175 1607797 164 2113 7239 2910 35 43 31 22 53 21 1830 20 21 1470 21 8781 48 1883 1258 263 159 39 36 927 336 36 190 28 855
leaf_count=2435175 1607797 164 2113 7239 2910 35 43 31 22 53 21 1830 20 21 1470 21 8781 48 1883 1258 263 159 39 36 927 336 36 190 28 855
internal_value=0 34.0139 1831.77 2015.23 5839.4 3436.69 2988.82 52851.8 11712.7 10912.1 66878.6 66.0659 1179.69 -5589.37 -6214.91 -12278.1 1034.48 2142.46 2328.82 3543.46 -4828.28 10574.6 15809.9 -23276.8 18971.2 26979.1 56444.9 42559.7 111600 19730.1
internal_weight=0 2.46601e+06 30832 30668 10354 7348 7282 66 3006 2963 43 20314 16972 3342 3321 1851 16952 14839 14791 12645 2146 3864 2606 195 2411 1484 293 257 67 1191
internal_count=4073804 2466007 30832 30668 10354 7348 7282 66 3006 2963 43 20314 16972 3342 3321 1851 16952 14839 14791 12645 2146 3864 2606 195 2411 1484 293 257 67 1191
is_linear=0
shrinkage=0.1


Tree=2870
num_leaves=31
num_cat=0
split_feature=6 5 0 1 4 4 4 6 6 2 1 1 4 3 3 6 3 4 1 1 4 3 0 6 4 0 6 4 6 6
split_gain=7.27069e+11 5.30624e+12 2.25107e+13 3.23495e+13 4.08493e+13 1.98471e+13 2.76008e+13 1.9687e+13 1.90243e+13 3.19347e+13 2.97789e+13 3.08127e+13 3.8575e+13 3.00202e+13 2.57333e+13 4.15446e+13 3.20759e+13 2.50029e+13 2.87519e+13 2.49594e+13 3.41223e+13 2.23449e+13 2.16686e+13 3.34537e+13 2.41653e+13 3.03243e+13 2.14266e+13 2.10847e+13 2.09606e+13 3.29002e+13
threshold=87.395000000000024 2.5000000000000004 43.6005307 39.723160900000003 3.5000000000000004 10.500000000000002 17.500000000000004 125.02000000000002 97.020000000000024 2911.0000000000005 60.590708550000009 39.735861600000007 19.500000000000004 12.500000000000002 6.5000000000000009 118.04500000000002 11.500000000000002 13.500000000000002 45.71452080000001 30.226173900000003 15.500000000000002 5.5000000000000009 57.15297970000001 110.01500000000001 17.500000000000004 56.838524800000009 103.03500000000001 19.500000000000004 112.00500000000001 116.05000000000001
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 8 -4 17 11 14 -13 -14 15 28 -16 21 19 20 -19 -10 24 -24 -12 27 -22 -26 -11 -30
right_child=1 -3 7 -5 5 6 -8 -9 9 10 22 12 13 -15 16 -17 -18 18 -20 -21 26 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=10.591100543487578 174221.43448893205 -25.686918132721146 -1548.8915822919221 4686.3977582063308 -33144.472449448534 159053.19828125002 18793.128648603724 6236.748253822052 -3696.9402478251668 -23871.86001927199 -1484.0676619529725 -54980.514216728872 -25524.976589752911 112277.52264648439 48319.413590785436 -115653.73145833335 -74972.120462740393 42890.875180288465 -81654.334486607157 13425.717780350915 -34924.769565217393 -27525.023043607347 65.703776041666671 138812.02124999999 -100920.83427083334 -112551.61012445495 -174635.3967075893 -11874.371683860845 145883.49711914064 -31330.189985795456
leaf_weight=3832905 24 220480 10299 2254 34 20 47 2079 1590 226 768 517 43 25 112 45 26 26 35 1251 23 523 57 25 30 43 21 234 20 22
leaf_count=3832905 24 220480 10299 2254 34 20 47 2079 1590 226 768 517 43 25 112 45 26 26 35 1251 23 523 57 25 30 43 21 234 20 22
internal_value=0 -168.513 -1710.72 7432.49 56949.9 29083.5 60661.8 -2916.47 -4108.72 -8764.97 -18210.6 -30525.2 -45667.6 25137.7 -10883.7 -26744.6 25090.6 -2793.74 7804 10174.2 -47935 -9594.76 -7183.81 42366.4 -10963.5 -34677.4 -101605 -21993.3 -11815.8 53057.3
internal_weight=0 240899 20419 2379 125 101 67 18040 15961 5662 2193 1036 585 68 451 313 138 3469 1356 1321 70 2113 1157 82 1075 307 44 264 268 42
internal_count=4073804 240899 20419 2379 125 101 67 18040 15961 5662 2193 1036 585 68 451 313 138 3469 1356 1321 70 2113 1157 82 1075 307 44 264 268 42
is_linear=0
shrinkage=0.1


Tree=2871
num_leaves=31
num_cat=0
split_feature=2 6 3 4 3 4 5 0 3 1 1 1 1 4 3 5 2 1 1 4 1 3 1 1 7 1 1 1 6 3
split_gain=7.26326e+11 4.20971e+12 6.28596e+12 8.9603e+12 2.46018e+13 1.81993e+13 4.78821e+13 4.9396e+13 3.65504e+13 3.57607e+13 2.7998e+13 4.48726e+13 2.54717e+13 2.19357e+13 1.85972e+13 1.74971e+13 2.14217e+13 1.90763e+13 2.16528e+13 1.55554e+13 1.515e+13 3.33716e+13 1.90527e+13 2.8011e+13 1.47127e+13 1.75949e+13 1.26216e+13 1.25427e+13 2.48433e+13 2.02591e+13
threshold=3129.5000000000005 149.05000000000004 25.500000000000004 17.500000000000004 6.5000000000000009 12.500000000000002 4.5000000000000009 56.838524800000009 9.5000000000000018 36.593086150000012 61.335446300000008 82.948524700000021 36.593086150000012 15.500000000000002 5.5000000000000009 3.5000000000000004 5325.0000000000009 82.93515810000001 60.590708550000009 16.500000000000004 60.590708550000009 3.5000000000000004 82.92647190000001 65.559704250000024 6.0000000000000009 65.493200550000012 30.624707450000006 65.493200550000012 156.15000000000003 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 5 20 -3 8 10 -7 -10 12 13 -8 -12 -14 24 -17 18 -18 -19 21 -5 23 -22 25 -11 -6 29 -29 -28
right_child=1 2 -4 4 26 6 7 -9 9 15 11 -13 14 -15 -16 16 17 19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-38.420651690325258 56.675203003692516 -604.69017107655759 -44466.744029017864 17412.870753761574 -79204.423710937495 -49925.565464945816 33109.483664772728 147096.92517903645 81303.571512957322 91728.540041775181 157927.21318750002 -921.90463228507383 7986.5457116168473 44629.228530092594 -96231.803498134337 -77911.760438151046 -56764.870377604166 -7838.4064603365396 66209.166137152788 -105532.03136160714 33400.761968085106 185493.57260974703 80626.123804370785 -107897.77328125002 -25532.049277712267 -15061.37054398148 668.03059263392868 -93194.261109834566 -1346.0950479403409 66418.674304199216
leaf_weight=2228633 1836680 6305 35 27 20 421 33 24 41 36 25 474 23 54 67 75 21 39 45 28 47 21 37 20 53 27 175 34 220 64
leaf_count=2228633 1836680 6305 35 27 20 421 33 24 41 36 25 474 23 54 67 75 21 39 45 28 47 21 37 20 53 27 175 34 220 64
internal_value=0 46.4052 -2175.09 -2000.04 9141.99 -2951.07 -12906.6 6114.68 -29846.7 -6687.15 1109.39 10707.4 -42042.5 80483 -69598.2 -17821.8 -35176.1 -11077 27081.1 -48665.6 44477.4 90948.2 23029.3 -8777.91 13296.3 45961.4 -1327.75 1831.55 -13640.7 18274.9
internal_weight=0 1.84517e+06 8491 8456 665 7791 1486 700 786 365 676 553 123 79 90 324 208 133 66 67 152 48 104 67 116 63 513 493 254 239
internal_count=4073804 1845171 8491 8456 665 7791 1486 700 786 365 676 553 123 79 90 324 208 133 66 67 152 48 104 67 116 63 513 493 254 239
is_linear=0
shrinkage=0.1


Tree=2872
num_leaves=31
num_cat=0
split_feature=3 6 5 6 7 3 6 6 6 6 6 1 4 6 7 1 0 0 3 3 2 6 6 0 3 0 0 6 6 6
split_gain=7.37052e+11 3.39053e+12 1.19216e+13 6.75629e+12 6.03175e+12 7.51194e+12 8.8478e+12 5.46169e+12 6.8925e+12 1.534e+13 6.47564e+12 7.34073e+12 8.92852e+12 8.52429e+12 9.47454e+12 6.12419e+12 6.30867e+12 5.59577e+12 6.21624e+12 8.80998e+12 5.0544e+12 4.28014e+12 7.60327e+12 5.94354e+12 4.08921e+12 4.07041e+12 6.38131e+12 5.7103e+12 7.78526e+12 5.56642e+12
threshold=27.500000000000004 97.020000000000024 3.5000000000000004 100.05000000000001 6.0000000000000009 34.500000000000007 128.05000000000004 79.710000000000022 78.605000000000004 78.010000000000005 80.030000000000015 45.71452080000001 32.500000000000007 93.050000000000011 6.0000000000000009 37.740454950000007 55.801384500000005 55.759969450000007 29.500000000000004 32.500000000000007 75.000000000000014 77.010000000000005 75.605000000000004 55.749683450000006 29.500000000000004 55.696737300000009 55.710673100000008 65.805000000000021 69.015000000000015 61.805000000000007
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 7 20 5 6 -5 8 9 21 -9 15 -13 14 -14 24 -17 -10 -19 -20 -3 22 25 -24 -12 27 -27 29 -29 -2
right_child=1 3 -4 4 -6 -7 -8 10 17 -11 11 12 13 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.5734655080689606 5170.3457719085491 -78306.560156250009 67960.342816840275 -35168.484678819448 -18083.971003871684 57471.71229166667 43217.120214843751 57449.362290736608 -68967.318478260873 82250.237432065231 19718.517493444058 -9878.6919796592319 124573.01189630682 11683.703616071429 33719.632128906254 1928.9638020833333 -69341.245788043481 27084.439077524039 -72408.425325520846 9974.5234375 -9569.6152734375009 -32190.009140625003 5123.9922851562505 68611.624568965519 -1728.3337912441821 -49282.22157156808 -1330.34219479231 54376.038131009613 7135.9638524469337 -14900.809982910156
leaf_weight=4068237 1013 23 27 36 113 30 24 28 23 23 143 38 22 35 24 27 23 26 27 25 20 40 30 29 235 28 3137 52 106 160
leaf_count=4068237 1013 23 27 36 113 30 24 28 23 23 143 38 22 35 24 27 23 26 27 25 20 40 30 29 235 28 3137 52 106 160
internal_value=0 1149.85 1680.48 -10327.8 -2700.45 16614.4 -3814.24 1342.45 221.256 786.449 10544 8143.03 30112.7 48874.2 77171.2 2034.63 -30855.3 -25621 -12839.3 -32801.2 -46335.9 378.687 664.691 36329.8 6385.16 196.666 -1754.56 4836.51 22683.3 2432.59
internal_weight=0 5567 5321 246 203 90 60 5294 4719 4618 575 547 119 81 46 428 50 101 78 52 43 4595 4555 59 378 4496 3165 1331 158 1173
internal_count=4073804 5567 5321 246 203 90 60 5294 4719 4618 575 547 119 81 46 428 50 101 78 52 43 4595 4555 59 378 4496 3165 1331 158 1173
is_linear=0
shrinkage=0.1


Tree=2873
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 1 1 1 6 6 1 3 6 1 0 0 7 6 7 0 0 5 1 1 1 1 0 2 1
split_gain=7.10485e+11 1.13071e+13 7.94297e+13 5.50187e+13 1.22808e+14 5.42453e+13 5.32586e+13 4.6753e+13 8.65041e+13 7.69317e+13 7.62022e+13 5.53043e+13 4.45025e+13 7.80832e+13 4.40567e+13 1.4694e+14 8.93139e+13 3.95363e+13 3.81726e+13 3.77167e+13 5.28269e+13 3.91708e+13 4.8389e+13 3.7228e+13 3.6692e+13 6.19177e+13 6.4864e+13 8.10314e+13 6.99854e+13 8.27308e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 59.91832440000001 59.848366150000011 30.472130500000002 30.242318500000007 30.315889700000003 30.345769800000003 61.805000000000007 78.605000000000004 30.410676000000006 4.5000000000000009 78.605000000000004 30.410676000000006 59.764576050000009 59.825842200000004 6.0000000000000009 76.00500000000001 6.0000000000000009 60.064438250000002 59.864072000000007 2.5000000000000004 40.377616600000003 37.873748150000004 37.957884500000006 38.011626600000007 55.702806750000008 2970.5000000000005 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 7 19 9 10 17 -9 -10 13 -5 -4 24 -17 -6 -13 21 -21 -3 -23 -14 -16 -26 27 -27 29 -28
right_child=-2 2 3 12 5 -7 -8 8 11 -11 -12 18 23 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=12.10090833629201 64.088033742385463 11183.933891374516 -33278.418204290858 -7320.592684113738 73127.230325829732 -7580.1190228789601 35665.157256238963 117194.64807867006 -18524.009824102952 -46439.081546875008 29003.145004069011 27447.472707594221 -20604.088185157809 40130.084268224549 1158.0773267542802 264335.45476422989 61590.728130033822 -2706.9106555441153 95425.704033627728 14976.048830999462 93803.204835526325 -5622.9262611080976 -67423.345757907766 106.21710278971211 -17285.459056672469 46514.947033649893 -1928.2129521079933 2728.9305216065268 34.5726383403371 -14197.562117591067
leaf_weight=2752001 1214233 957 434 1925 137 536 849 215 253 200 180 809 3597 423 33637 28 97 138 92 809 95 557 164 1144 2875 588 12766 1503 32912 9650
leaf_count=2752001 1214233 957 434 1925 137 536 849 215 253 200 180 809 3597 423 33637 28 97 138 92 809 95 557 164 1144 2875 588 12766 1503 32912 9650
internal_value=0 -27.2131 -1033 -1526.23 -905.011 20706.7 13937.7 28197.7 36614 751.706 77006.1 22788.2 -10030.8 1227.8 -1490.53 -1343.85 107006 35072.3 34388.6 6793.4 23259.9 -2077.7 -19680.2 -15606.7 -1488.04 -2964.27 -2247.2 15041.8 -2900.6 -7210.12
internal_weight=0 2.85957e+06 107570 104139 97050 2560 3431 2024 1549 475 395 1154 7089 2348 94490 94056 125 275 901 2582 904 1678 721 4741 93931 60294 57419 2091 55328 22416
internal_count=4073804 2859571 107570 104139 97050 2560 3431 2024 1549 475 395 1154 7089 2348 94490 94056 125 275 901 2582 904 1678 721 4741 93931 60294 57419 2091 55328 22416
is_linear=0
shrinkage=0.1


Tree=2874
num_leaves=31
num_cat=0
split_feature=4 0 6 5 0 6 6 7 1 3 1 4 4 6 1 1 4 3 6 4 3 4 4 6 3 6 1 6 6 1
split_gain=7.4826e+11 5.6113e+12 7.85746e+12 5.37625e+12 1.37527e+13 3.73796e+13 2.85885e+13 2.35656e+13 4.22054e+13 4.31546e+13 4.21739e+13 4.08994e+13 6.8802e+13 2.6746e+13 4.22474e+13 9.29801e+13 4.38326e+13 4.31872e+13 4.59828e+13 5.93668e+13 4.15953e+13 1.11793e+14 3.96855e+13 5.21574e+13 7.53556e+13 4.56897e+13 3.73999e+13 3.5363e+13 4.26219e+13 3.52326e+13
threshold=9.5000000000000018 63.565651350000003 93.050000000000011 1.5000000000000002 44.878071950000013 43.010000000000012 45.305000000000007 6.0000000000000009 37.318079750000003 9.5000000000000018 37.780517050000007 11.500000000000002 10.500000000000002 67.91500000000002 42.186961750000002 39.873894000000007 10.500000000000002 7.5000000000000009 48.025000000000013 16.500000000000004 4.5000000000000009 17.500000000000004 14.500000000000002 75.605000000000004 1.5000000000000002 85.020000000000024 38.066230450000006 108.05000000000001 105.00500000000001 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 8 9 11 -10 12 -8 14 15 17 -17 -12 19 -19 21 -18 29 24 -24 26 -25 28 -27 -15
right_child=1 2 -4 4 -6 6 7 -9 10 -11 13 -13 -14 22 -16 16 20 18 -20 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-46.011687200897832 -133.52218174627308 5125.6182794171455 51230.923139391452 16066.073337376372 239.91596687731968 -24995.354773434854 41542.719667864862 1886.4245446620309 -14955.248446422152 -50165.330819072427 -14749.782138139808 -220.41662409855772 189074.0122738487 11151.613843888412 5447.7509451953374 -12740.241857813531 -54105.438052318146 92502.51801394629 297.84761830270293 -34413.322390919813 -71323.288866540766 158557.7175450479 226335.23326171876 20167.883009646423 29121.559409455334 16981.253675637516 -28412.581330459914 -6551.1296516533712 89562.840642959782 -7422.0874713772619
leaf_weight=1892492 1007653 1356 38 1128 1139091 553 188 10222 3312 63 2456 156 38 1270 1990 379 122 121 2048 53 453 31 20 213 620 1155 619 662 87 5215
leaf_count=1892492 1007653 1356 38 1128 1139091 553 188 10222 3312 63 2456 156 38 1270 1990 379 122 121 2048 53 453 31 20 213 620 1155 619 662 87 5215
internal_value=0 39.9194 6382.43 35.8636 181.464 -1825.6 -2455.38 -2059.59 -3955.88 26517 -4607.01 39163.5 66348.9 -2650.1 -7086 -11490.4 -39414.8 -5610.64 4490.95 53844.2 -56097.4 -11016.8 792.544 9584.99 35284.5 3573.41 -15975.5 12115.8 22065.5 -3784.68
internal_weight=0 2.18131e+06 1394 2.17992e+06 1.17226e+06 33174 32046 31493 21271 445 20826 382 226 17514 7653 5663 985 4678 2222 174 606 153 9861 3376 640 2736 832 1904 1242 6485
internal_count=4073804 2181312 1394 2179918 1172265 33174 32046 31493 21271 445 20826 382 226 17514 7653 5663 985 4678 2222 174 606 153 9861 3376 640 2736 832 1904 1242 6485
is_linear=0
shrinkage=0.1


Tree=2875
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 0 6 4 3 5 6 3 3 6 6 3 5 4 1 3 1 4 5 3 6 4 3 2 7
split_gain=8.04244e+11 7.62818e+12 1.42786e+13 1.25015e+13 3.09843e+13 1.87382e+13 1.49852e+13 2.90428e+13 1.84967e+13 1.56817e+13 1.51182e+13 1.79997e+13 5.71363e+13 4.03932e+13 1.74725e+13 2.17263e+13 5.45156e+13 2.02075e+13 3.8927e+13 1.44577e+13 1.40767e+13 1.36437e+13 1.316e+13 1.48858e+13 1.62496e+13 1.43961e+13 1.8606e+13 1.33528e+13 1.33575e+13 1.93915e+13
threshold=47.295021550000008 51.307150200000002 36.049731800000011 36.865631950000008 37.804148700000006 53.995000000000012 50.596941950000009 168.45000000000002 6.5000000000000009 5.5000000000000009 4.5000000000000009 125.02000000000002 2.5000000000000004 5.5000000000000009 116.05000000000001 100.05000000000001 4.5000000000000009 3.5000000000000004 16.500000000000004 36.593086150000012 1.5000000000000002 36.555998300000006 20.500000000000004 3.5000000000000004 10.500000000000002 97.020000000000024 23.500000000000004 2.5000000000000004 4556.0000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 11 14 -13 -14 15 20 19 18 -16 -17 -10 -8 23 27 -25 -24 -27 -6 29 -29
right_child=1 -3 3 4 22 -7 7 -9 10 -11 -12 12 13 -15 17 16 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=94.102420278936393 -56083.048886303201 2.8750912298819999 -523.18793211312777 -4498.7176199745618 1376.1735638861837 -18042.119317971363 -22428.113271987855 92287.258408717113 -15764.206394441357 -40382.959330357146 -51025.694289434527 201862.05984375 -54450.184499289775 75735.085486778858 -127305.04578142865 69097.188452524046 -13321.232950754915 19942.917089843751 10494.65947027439 153022.76114583336 9364.3565669238978 2124.7919992181319 6294.0166806096349 -8602.7746563358251 -71492.513932291666 5544.4994791666668 107568.89562396426 -4300.0585581752011 1364.8957557430717 4570.6373563275547
leaf_weight=742645 47 3250391 18176 2518 15800 1719 257 38 239 105 42 20 44 52 41 65 89 55 41 30 3315 1896 1224 1886 42 39 33 22074 8107 2774
leaf_count=742645 47 3250391 18176 2518 15800 1719 257 38 239 105 42 20 44 52 41 65 89 55 41 30 3315 1896 1224 1886 42 39 33 22074 8107 2774
internal_value=0 -20.9791 -980.956 -948.873 -1770.52 -9993.43 936.039 5126.73 4600.25 -2646.43 8657.53 9285.62 48100.5 16066.8 8123.68 9409.2 42915.3 -26951.6 -58405.2 95600 7674.51 -806.047 -1100.24 -1354.68 -9972.78 8850.22 52305.7 -1013.88 -2159.77 -3309.75
internal_weight=0 3.33116e+06 80768 80721 56216 4237 24505 6329 6291 2258 4033 3991 116 96 3875 3738 184 137 82 95 3554 2153 51979 50683 1928 1296 72 48755 32955 24848
internal_count=4073804 3331159 80768 80721 56216 4237 24505 6329 6291 2258 4033 3991 116 96 3875 3738 184 137 82 95 3554 2153 51979 50683 1928 1296 72 48755 32955 24848
is_linear=0
shrinkage=0.1


Tree=2876
num_leaves=31
num_cat=0
split_feature=1 1 4 0 0 4 1 7 0 0 4 7 6 0 4 6 4 6 4 4 1 6 6 3 3 6 4 4 4 4
split_gain=8.33273e+11 1.88597e+13 5.16844e+13 5.38828e+13 3.06291e+14 1.789e+14 1.63343e+14 1.11e+14 9.35775e+13 2.74191e+14 1.64287e+14 1.58588e+14 1.062e+14 1.00587e+14 1.50439e+14 7.93466e+13 7.20941e+13 7.11599e+13 7.07612e+13 8.98487e+13 6.96254e+13 6.95634e+13 6.91434e+13 8.78866e+13 9.36121e+13 1.2551e+14 6.9517e+13 6.79893e+13 6.4888e+13 1.2598e+14
threshold=37.503969450000007 37.563506350000004 24.500000000000004 55.812023600000011 55.783232450000007 14.500000000000002 37.534144550000008 6.0000000000000009 55.768246800000007 55.775215600000003 20.500000000000004 6.0000000000000009 62.625000000000007 55.759969450000007 14.500000000000002 56.805000000000007 17.500000000000004 46.805000000000007 9.5000000000000018 13.500000000000002 37.517483500000004 66.010000000000005 44.605000000000011 10.500000000000002 4.5000000000000009 71.030000000000015 11.500000000000002 8.5000000000000018 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 2 3 4 8 6 -6 -8 13 22 12 17 15 28 -15 16 18 -12 27 20 -20 -14 26 24 -24 -26 -10 -11 -2 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 11 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-97.627150657636491 205.43971035113947 -12.18376446091616 -6100.8849154129612 -1341.1299683405748 49776.982474604272 77587.041068762832 -20602.720598482141 137632.22137632978 70146.342394301479 -44237.584692806049 261629.40701013515 10112.834510223762 101207.74844933713 10297.299377304249 139827.35328920718 -190298.22240767046 -114253.84072622035 43234.465500000006 157037.01138708726 -36134.752741058175 -48261.48317667644 -13574.147960316053 -105656.63390625 -35797.064594414893 -397630.28556007182 -86701.521171875007 -93813.813086841721 -187118.05507812501 31715.730964810129 4262.733073984934
leaf_weight=719797 20443 3289771 7471 20562 909 803 781 47 34 137 37 1393 66 267 135 44 137 25 53 179 24 264 55 47 37 20 108 44 2113 8001
leaf_count=719797 20443 3289771 7471 20562 909 803 781 47 34 137 37 1393 66 267 135 44 137 25 53 179 24 264 55 47 37 20 108 44 2113 8001
internal_value=0 20.9516 1717.94 2747 5068.9 38554.2 20509.7 -11620.8 2542.31 -15297.9 -4027.72 17077.9 -36420.8 4100.5 53796.2 -60878.8 -50958.1 173567 -31114.8 2720.96 93047.9 9382.23 -105272 -150566 -198727 -288532 -54555.7 -78971 3446.72 9998.17
internal_weight=0 3.35401e+06 64236 56765 36203 2540 1737 828 33663 2704 2403 1455 948 30959 402 618 574 62 437 256 77 330 301 159 112 57 142 181 30557 10114
internal_count=4073804 3354007 64236 56765 36203 2540 1737 828 33663 2704 2403 1455 948 30959 402 618 574 62 437 256 77 330 301 159 112 57 142 181 30557 10114
is_linear=0
shrinkage=0.1


Tree=2877
num_leaves=31
num_cat=0
split_feature=0 0 3 3 4 1 1 6 5 6 7 6 3 4 3 4 3 0 4 6 0 1 3 6 6 3 6 6 3 6
split_gain=7.51365e+11 7.83721e+12 1.05994e+13 1.95429e+13 1.27731e+13 1.21469e+13 2.18835e+13 1.29695e+13 3.17464e+13 1.60236e+13 1.60224e+13 1.57152e+13 1.52964e+13 1.68016e+13 3.97488e+13 2.89013e+13 1.48031e+13 1.28409e+13 1.8444e+13 1.23254e+13 1.18533e+13 2.53322e+13 2.31757e+13 1.8939e+13 2.09671e+13 1.38713e+13 3.77951e+13 1.35207e+13 1.55575e+13 1.25199e+13
threshold=54.94110555000001 54.962581500000006 4.5000000000000009 1.5000000000000002 16.500000000000004 82.970388650000018 82.965501500000016 41.705000000000005 2.5000000000000004 39.005000000000003 6.0000000000000009 66.50500000000001 10.500000000000002 17.500000000000004 6.5000000000000009 10.500000000000002 6.5000000000000009 54.947759400000002 17.500000000000004 92.02500000000002 54.944948950000004 82.966990000000024 5.5000000000000009 86.920000000000016 39.995000000000012 7.5000000000000009 63.415000000000006 39.810000000000009 11.500000000000002 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 3 4 -2 6 -4 9 -9 -7 11 16 13 15 -15 -12 -10 19 -19 20 21 23 29 24 -8 26 -26 -24 -29 -23
right_child=1 -3 5 -5 -6 7 17 8 10 -11 12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=62.691599219092183 -2518.7342761082818 12.167641493246176 -1701.0612327764823 1656.6100610427886 39114.104566089532 -7795.9385193920971 -921.03399782214501 -8011.0889333281411 -11063.675474330357 1927.2827129831724 3728.8538333414726 -16356.894094461108 -9718.32782130757 65656.077039620533 -11134.525011455829 -84959.138513513521 20530.796399694056 5776.7122021016485 33505.600239547042 41563.411762438329 -1247.7302643343678 41510.727985335194 24324.943528163582 -8534.1978806370407 3872.8476714032763 21299.266960639172 60477.10683960915 -10881.772727453845 1970.0560084808262 2271.7836986157722
leaf_weight=1301151 17754 2612784 53225 38635 74 2151 1132 11167 308 7993 5314 1008 897 140 130 37 286 1461 287 76 9628 179 162 571 1504 1658 128 2120 1695 149
leaf_count=1301151 17754 2612784 53225 38635 74 2151 1132 11167 308 7993 5314 1008 897 140 130 37 286 1461 287 76 9628 179 162 571 1504 1658 128 2120 1695 149
internal_value=0 -29.4199 -709.097 392.823 -2345.93 -1310.78 -627.152 -3029.09 -4551.5 -134.493 206.294 -8753.78 2408.51 4343.71 28682.8 3115.61 4148.48 2127.49 10329.5 1372.99 1211.6 3758.21 -1863.08 8604.92 10818 14857.1 8312.4 -3970.2 -5171.72 23685.7
internal_weight=0 2.77265e+06 159869 56463 17828 103406 73975 29431 19287 10144 8120 1602 6518 5621 270 5351 594 20750 1748 19002 18926 9298 4305 4993 4422 3290 1632 3977 3815 328
internal_count=4073804 2772653 159869 56463 17828 103406 73975 29431 19287 10144 8120 1602 6518 5621 270 5351 594 20750 1748 19002 18926 9298 4305 4993 4422 3290 1632 3977 3815 328
is_linear=0
shrinkage=0.1


Tree=2878
num_leaves=31
num_cat=0
split_feature=0 4 1 0 0 1 1 6 6 3 6 6 6 6 2 0 0 7 6 6 3 1 6 1 6 5 0 1 6 3
split_gain=7.75318e+11 6.66005e+12 1.42297e+13 2.24455e+13 3.43351e+13 5.53455e+13 1.95358e+13 1.86671e+13 1.72098e+13 1.70212e+13 1.62566e+13 1.42729e+13 3.39253e+13 3.15429e+13 2.18625e+13 3.62115e+13 4.69418e+13 2.41005e+13 1.85727e+13 2.12177e+13 1.6771e+13 1.49406e+13 1.46866e+13 1.45374e+13 8.9879e+13 1.14885e+14 3.26026e+13 2.31741e+13 2.18967e+13 2.17501e+13
threshold=55.026775150000006 24.500000000000004 39.023883200000007 45.082176650000008 47.139841100000005 39.135518400000002 39.018051150000005 156.15000000000003 149.05000000000004 4.5000000000000009 128.05000000000004 65.00500000000001 72.50500000000001 58.005000000000003 3191.5000000000005 55.012912000000007 55.007293000000011 6.0000000000000009 62.010000000000012 63.140000000000008 14.500000000000002 39.652459050000012 63.705000000000005 39.763755750000009 80.720000000000013 2.5000000000000004 47.222459950000008 39.749243900000003 84.810000000000016 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 6 9 -5 -6 10 8 11 -4 -3 13 -13 -7 22 16 21 18 -17 20 -20 -16 -15 24 25 -14 -25 -27 -26 -28
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 -12 12 23 14 15 17 -18 -19 19 -21 -22 -23 -24 26 28 27 29 -29 -30 -31
leaf_value=83.474736670659766 -37.184654050256356 4457.0181143208538 10804.930202634945 18654.617511112301 -58318.762285270474 -1645.7402431588766 78468.397321428565 60386.947002551024 -89795.635049715915 -12846.693624111227 -31954.186973353797 -13943.380322461433 -51035.728854282926 19748.869704647823 -22091.576539929451 90970.3068496919 -49596.150319859604 2921.9184953360727 39354.532984375001 53676.397677737383 -71545.197447916667 4559.8160689722718 -5202.3191114686379 101654.40023674243 -53462.105662638896 22555.542086613601 -2884.1761020005865 -60034.544999999998 -18012.578112046362 12617.256717802227
leaf_weight=1669447 2359546 4570 344 860 171 22500 35 49 22 2635 126 2782 280 1558 245 71 207 232 25 122 30 1487 278 33 373 1159 2949 35 327 1306
leaf_count=1669447 2359546 4570 344 860 171 22500 35 49 22 2635 126 2782 280 1558 245 71 207 232 25 122 30 1487 278 33 373 1159 2949 35 327 1306
internal_value=0 51.1819 -1151.9 -1764.13 -1093.56 -1562.19 4034.82 -1293.12 -1377.02 -10115.5 3480.06 -1322.99 -4710.52 -152.579 7743.1 1498.31 -4589.17 26089.2 47761.8 30429.5 -21136.2 789.844 15970.9 -735.611 -7396.88 6615.1 2641.63 20134.6 -36902.1 1873.73
internal_weight=0 1.71426e+06 44811 40080 37101 36241 4731 36070 36021 2979 4696 35999 9244 26755 4255 2419 1939 480 248 177 55 1732 1836 6462 2174 1474 4288 1194 700 4255
internal_count=4073804 1714258 44811 40080 37101 36241 4731 36070 36021 2979 4696 35999 9244 26755 4255 2419 1939 480 248 177 55 1732 1836 6462 2174 1474 4288 1194 700 4255
is_linear=0
shrinkage=0.1


Tree=2879
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 3 6 4 1 1 7 0 1 1 0 1 6 4 0 0 7 0 5 1 0 5 4 6 6
split_gain=7.58795e+11 3.68337e+12 4.04793e+13 1.73975e+14 8.74503e+13 8.569e+13 1.14102e+14 7.3195e+13 5.81581e+13 1.0857e+14 5.32095e+13 1.01671e+14 5.19371e+13 4.14044e+13 3.9696e+13 6.31062e+13 5.59922e+13 3.64374e+13 3.59426e+13 3.35694e+13 4.81871e+13 3.32111e+13 5.61167e+13 3.6525e+13 3.53358e+13 3.96677e+13 3.48345e+13 4.19247e+13 2.85701e+13 2.78542e+13
threshold=83.000013850000016 82.956351500000011 54.962581500000006 54.998919050000005 5.5000000000000009 24.500000000000004 4.5000000000000009 56.010000000000012 16.500000000000004 82.962856350000024 82.961694200000011 6.0000000000000009 54.980317700000008 82.958608050000009 82.961694200000011 55.061158000000006 82.95992385000001 116.05000000000001 15.500000000000002 55.080855950000007 55.043091000000011 6.0000000000000009 55.007293000000011 2.5000000000000004 82.968544750000021 55.071632200000003 2.5000000000000004 8.5000000000000018 93.050000000000011 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 -3 4 12 6 13 -8 10 14 11 -5 -4 28 16 -16 29 -9 21 20 -11 22 26 -23 25 -25 -12 -28 -6 -10
right_child=-2 2 3 8 5 -7 7 17 9 19 18 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-12.273522167279367 -119.11681515530798 -558.68130773749772 76892.154831414475 9018.6250656577904 35525.102138723763 -827.38822317505458 26833.234818986904 66257.748684645878 -7634.5686437940785 3537.8715842424799 -7335.0241794510112 76901.637418566956 -22427.967975910575 5749.2701688581838 -90616.493956816514 -5907.9276746129699 8919.4718955283952 -7762.815779049296 14499.535946587988 25019.016741821291 -7337.2283897808375 4699.8244263984707 369.88942403453808 127478.39111607143 18757.043211107575 -8399.7417968749996 -15346.605280752578 -74085.395459641266 155642.3390997024 -30596.951510041774
leaf_weight=3346232 472727 163653 57 4917 347 1348 1322 1050 771 9194 702 231 690 1911 191 163 688 71 2041 500 7317 10698 44337 70 356 31 267 223 21 1678
leaf_count=3346232 472727 163653 57 4917 347 1348 1322 1050 771 9194 702 231 690 1911 191 163 688 71 2041 500 7317 10698 44337 70 356 31 267 223 21 1678
internal_value=0 15.6369 382.114 2070.46 17437 21410.3 27758.5 42772.4 828.941 -3805.09 2316.37 12064.7 -14849.3 11664.1 -19868.8 -51612.3 -16286.7 61569.6 1461.81 -508.483 -1281.53 992.367 -205.759 5882.5 33568.1 85773.2 -21617.3 -42078.7 42379.6 -23367.9
internal_weight=0 3.60108e+06 254845 91192 6817 6070 4722 2443 84375 20502 63873 5148 747 2279 3491 354 3137 1121 58725 17011 16511 56684 45529 11155 457 101 1192 490 368 2449
internal_count=4073804 3601077 254845 91192 6817 6070 4722 2443 84375 20502 63873 5148 747 2279 3491 354 3137 1121 58725 17011 16511 56684 45529 11155 457 101 1192 490 368 2449
is_linear=0
shrinkage=0.1


Tree=2880
num_leaves=31
num_cat=0
split_feature=6 6 4 1 1 1 3 3 0 0 6 1 1 4 6 1 0 3 3 1 4 0 0 7 2 3 1 2 6 0
split_gain=7.75831e+11 5.20707e+12 1.43732e+13 2.72452e+13 3.60261e+13 2.52563e+13 2.60165e+13 2.36705e+13 2.2218e+13 6.57321e+13 3.85095e+13 2.16037e+13 5.89051e+13 4.65688e+13 3.15928e+13 5.34883e+13 4.08715e+13 4.59626e+13 3.65936e+13 5.09228e+13 3.59598e+13 2.63319e+13 5.62754e+13 2.53588e+13 2.14825e+13 2.06968e+13 2.19616e+13 2.04237e+13 2.60809e+13 2.03864e+13
threshold=87.395000000000024 90.045000000000016 17.500000000000004 44.064675150000006 43.997056950000008 49.176406850000006 11.500000000000002 11.500000000000002 55.061158000000006 55.055052800000006 89.00500000000001 37.600779750000008 37.631035900000008 26.500000000000004 89.00500000000001 30.157841000000001 55.81943720000001 10.500000000000002 4.5000000000000009 37.46219940000001 18.500000000000004 55.840017500000009 55.753967500000009 6.0000000000000009 2828.5000000000005 7.5000000000000009 82.93515810000001 2970.5000000000005 88.825000000000003 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 11 9 25 -11 14 13 21 15 -4 17 18 19 -17 23 22 -13 -18 -16 26 -7 28 -8 -25
right_child=1 -3 3 5 -6 8 27 -9 -10 10 -12 12 -14 -15 24 16 20 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=10.940499041334075 -2280.2171548760907 33.946521668789615 -95749.1468858507 11592.748848620757 -50803.989907627896 17054.853730696745 172947.8392641129 -6748.6198104547602 -51.187587688378329 197110.72096774195 35321.296037946428 -45532.373502604169 1873.6530792928861 54728.64977539063 -7403.2131033487822 216056.36477141205 -11960.702822580646 178988.41385416666 22835.564901402486 33273.286439732146 6814.0835988119279 -26059.203142755683 -255986.13547453703 120289.44849207262 88969.825838216158 3075.782373904698 73324.654900801819 11649.591358064352 57869.629890046293 11378.250543478262
leaf_weight=3832905 30480 200717 36 162 146 257 31 3093 1859 31 28 24 1322 20 638 27 31 30 166 35 627 22 27 68 24 788 95 38 54 23
leaf_count=3832905 30480 200717 36 162 146 257 31 3093 1859 31 28 24 1322 20 638 27 31 30 166 35 627 22 27 68 24 788 95 38 54 23
internal_value=0 -174.072 -1213.17 2139.09 -1703.18 9447.8 37919.5 -549.35 6794.29 17407.9 120329 5596.27 -3537.92 -80463.8 13176.9 24021.6 28303.4 62629.6 47319.3 112872 16479.3 -117503 -156949 66152.5 -3909.33 12081.3 32241.3 72593.7 99839.3 92762.4
internal_weight=0 240899 40182 9702 6359 3343 285 6213 3058 1199 59 3120 1415 93 1705 1043 1007 258 228 62 749 73 51 122 662 1140 352 123 85 91
internal_count=4073804 240899 40182 9702 6359 3343 285 6213 3058 1199 59 3120 1415 93 1705 1043 1007 258 228 62 749 73 51 122 662 1140 352 123 85 91
is_linear=0
shrinkage=0.1


Tree=2881
num_leaves=31
num_cat=0
split_feature=3 6 5 6 7 3 3 6 6 6 6 1 4 6 7 0 1 0 4 3 0 3 3 2 4 6 3 6 3 0
split_gain=7.55588e+11 2.8196e+12 9.61142e+12 5.57008e+12 4.89614e+12 6.02346e+12 8.9216e+12 4.46175e+12 5.60087e+12 1.2533e+13 5.19643e+12 5.73237e+12 7.25212e+12 6.85353e+12 7.71254e+12 5.47133e+12 7.16807e+12 4.9017e+12 7.27017e+12 5.43112e+12 4.51104e+12 5.02881e+12 7.11516e+12 4.00377e+12 3.95851e+12 5.7607e+12 4.84807e+12 3.88534e+12 5.01832e+12 3.5904e+12
threshold=27.500000000000004 97.020000000000024 3.5000000000000004 100.05000000000001 6.0000000000000009 34.500000000000007 30.500000000000004 79.710000000000022 78.605000000000004 78.010000000000005 80.030000000000015 45.71452080000001 32.500000000000007 93.050000000000011 6.0000000000000009 55.768246800000007 37.71815560000001 55.710673100000008 32.500000000000007 31.500000000000004 55.759969450000007 29.500000000000004 32.500000000000007 75.000000000000014 31.500000000000004 93.050000000000011 28.500000000000004 106.49500000000002 31.500000000000004 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 5 6 -5 8 9 29 -9 15 -13 14 -14 17 -17 24 19 -19 -10 -22 -23 -3 26 -26 -12 -6 -29 -2
right_child=1 3 -4 4 27 -7 -8 10 20 -11 11 12 13 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.5931223270923975 4792.3508648132511 -70451.726350203811 61160.47321325232 29321.577622767858 22574.449139694942 51610.991458333338 -48893.966812500003 51679.117194475453 -61883.040633491852 74474.884578804355 53145.632233297423 -9117.2673596833883 111973.81990189986 10486.198571428571 30002.730604044598 -3523.4352643122438 -62300.751468750001 -20302.600896990742 77450.334863281256 43731.884074519236 24420.729672475965 -65036.562528935181 8999.2872499999994 -9274.4747949218763 3660.2686981471243 -45002.720485761092 -3737.0872164818547 -7214.3553677262935 -55600.333139935661 -1336.5005073361281
leaf_weight=4068237 1356 23 27 35 21 30 25 28 23 23 29 38 22 35 24 122 25 27 24 26 26 27 25 20 113 31 31 58 34 3239
leaf_count=4068237 1356 23 27 35 21 30 25 28 23 23 29 38 22 35 24 122 25 27 24 26 26 27 25 20 113 31 31 58 34 3239
internal_value=0 1164.22 1648.12 -9302.54 -2377.07 15024.8 -3268.23 1344.6 331.225 840.716 9661.31 7510.49 26924.8 43833.4 69206.3 2112.59 -13519.6 10290.3 31787.9 11110.5 -22964.1 -11488 -29442.4 -41997.2 2175.98 -6815.79 23756.2 -16237 -25096.1 472.144
internal_weight=0 5567 5321 246 203 90 60 5294 4719 4618 575 547 119 81 46 428 147 281 77 53 101 78 52 43 204 144 60 113 92 4595
internal_count=4073804 5567 5321 246 203 90 60 5294 4719 4618 575 547 119 81 46 428 147 281 77 53 101 78 52 43 204 144 60 113 92 4595
is_linear=0
shrinkage=0.1


Tree=2882
num_leaves=31
num_cat=0
split_feature=6 6 2 4 3 7 3 0 4 0 0 5 0 1 3 0 0 1 0 2 0 1 6 5 5 6 0 0 1 1
split_gain=7.3262e+11 5.23676e+12 2.00965e+13 8.54813e+12 1.05988e+13 7.31217e+12 5.81073e+12 5.21451e+12 1.56438e+13 1.96289e+13 2.23483e+13 1.65854e+13 1.78401e+13 1.50225e+13 1.1491e+13 1.775e+13 1.17408e+13 1.30566e+13 1.1129e+13 1.3121e+13 1.41763e+13 1.6809e+13 1.17799e+13 1.05777e+13 1.00086e+13 9.12561e+12 8.99376e+12 9.93097e+12 1.28995e+13 1.82219e+13
threshold=39.305000000000007 39.355000000000011 1696.0000000000002 24.500000000000004 8.5000000000000018 6.0000000000000009 1.5000000000000002 47.207933300000008 23.500000000000004 45.055912800000009 45.00849250000001 2.5000000000000004 45.036141150000006 43.56803845000001 21.500000000000004 44.685196900000008 43.6005307 39.723160900000003 53.244414800000008 1696.0000000000002 53.175387700000009 39.366401150000009 38.010000000000012 2.5000000000000004 2.5000000000000004 37.995000000000012 47.139841100000005 45.109778000000006 38.948208550000011 38.247071200000008
decision_type=2 2 2 2 2 2 2 2 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 -7 8 9 10 13 -12 -13 -1 16 -16 17 -10 19 -9 21 22 -21 -22 26 -23 27 -11 29 -29
right_child=1 -3 3 -5 -6 6 -8 18 14 24 11 12 -14 -15 15 -17 -18 -19 -20 20 23 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1437.9697502123088 82337.676143973222 -17.16705550694536 -6471.2792974094482 21202.639154785156 -10148.032368070106 6238.1765538959662 -1250.1539340802094 28315.324826852902 -7332.2014720775469 2698.0703326366902 -2671.1364931910084 1919.8502156575521 95044.845155164934 -3674.7323732201385 76294.898036317565 4317.9610240450174 -5781.0303957653232 -109862.93097826088 100.81616930761838 -2078.3788158833595 -5529.5444017062146 -423.29441441718632 -8190.1265490072055 59627.973140625007 -20102.42292444389 2973.042009817309 6646.3817910267553 -3865.786398547421 -1158.5555693215133 11233.694322656862
leaf_weight=53337 28 3020722 2147 150 1663 1301 5092 152 27 42697 27889 48 36 6441 37 463 4693 23 787130 17415 7325 57629 3851 25 203 9170 4146 1276 16549 2139
leaf_count=53337 28 3020722 2147 150 1663 1301 5092 152 27 42697 27889 48 36 6441 37 463 4693 23 787130 17415 7325 57629 3851 25 203 9170 4146 1276 16549 2139
internal_value=0 -24.8725 -2267.03 -2495.85 -2844.25 -1421.99 273.75 72.3036 597.555 779.552 -204.596 -2537.5 41830.6 887.083 -4774.57 9644.25 -6294.58 -54496.3 -22.9073 -1041.95 -1088.71 -736.574 -3185.14 -5307.92 2068.32 42.9462 2135.68 1837.23 -3.8473 5591.84
internal_weight=0 3.0311e+06 10381 10353 10203 8540 6393 1.0427e+06 160004 154761 87751 27973 84 59778 5243 500 4743 50 882697 95567 95415 88065 21266 7350 67010 66799 66807 62661 19964 3415
internal_count=4073804 3031103 10381 10353 10203 8540 6393 1042701 160004 154761 87751 27973 84 59778 5243 500 4743 50 882697 95567 95415 88065 21266 7350 67010 66799 66807 62661 19964 3415
is_linear=0
shrinkage=0.1


Tree=2883
num_leaves=31
num_cat=0
split_feature=2 4 4 6 6 4 6 1 1 1 3 3 1 4 0 4 6 6 1 7 3 1 5 6 6 0 6 6 0 1
split_gain=7.26862e+11 4.15455e+12 4.40838e+12 1.49463e+13 1.56794e+13 1.13612e+13 3.02046e+13 2.1213e+13 2.35552e+13 1.33051e+13 1.17247e+13 1.16103e+13 1.1345e+13 9.83893e+12 1.46777e+13 2.02261e+13 1.53209e+13 1.67777e+13 2.42139e+13 1.29334e+13 1.21979e+13 1.44698e+13 1.21736e+13 1.05259e+13 8.91944e+12 1.76619e+13 1.19594e+13 3.85576e+13 7.14108e+13 1.20285e+13
threshold=3129.5000000000005 34.500000000000007 30.500000000000004 95.045000000000016 142.05000000000004 31.500000000000004 65.410000000000011 60.620042600000012 60.636764050000004 60.620042600000012 8.5000000000000018 12.500000000000002 39.723160900000003 28.500000000000004 56.802121050000004 29.500000000000004 43.605000000000011 56.805000000000007 60.605526900000008 6.0000000000000009 12.500000000000002 60.605526900000008 2.5000000000000004 108.05000000000001 84.810000000000016 56.838524800000009 75.605000000000004 75.010000000000005 56.83050475000001 60.590708550000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -9 11 -11 -8 -7 -2 23 16 -16 18 -18 -19 -17 22 -22 -15 26 -26 27 -14 -29 -28
right_child=1 -3 3 4 -6 12 9 8 -10 10 -12 -13 24 14 15 20 17 19 -20 -21 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-38.434823108189335 52.118860076718363 -5593.8871005494575 25895.580622688671 -32758.036415056002 60762.238398437505 36088.567853461369 60354.601046316966 -51690.35821890783 41827.377631440031 30803.632465277777 111029.41322544643 -39403.425468750007 993.33912167893254 -16873.819462628006 10661.963401442308 -2299.9380138494321 -75446.892559932967 -71547.779121767249 34263.690453125004 -220.27200945511606 34255.231344039355 14385.875388660652 114580.68306842673 53049.943359375 1523.5297142269737 77576.156684027781 6657.5480992672228 228347.1410714286 -32440.651934523812 -30958.741179057532
leaf_weight=2228633 1838645 1305 183 173 20 99 28 99 37 27 56 20 1746 1004 182 275 103 29 25 206 54 261 29 22 95 45 137 21 21 224
leaf_count=2228633 1838645 1305 183 173 20 99 28 99 37 27 56 20 1746 1004 182 275 103 29 25 206 54 261 29 22 95 45 137 21 21 224
internal_value=0 46.4223 50.4143 3860.98 -23066.8 5692.22 20267.5 3665.07 -26248 60696.2 84931.9 18788.8 2945.63 44.14 -6654.61 1031.47 -13016.9 -24889 -54019 -9022.39 13400.4 25951.6 62320.8 -15374.5 1512.19 25969 -81.0924 3270.92 97953.2 -16683.3
internal_weight=0 1.84517e+06 1.84387e+06 3031 193 2838 450 319 136 131 83 48 2388 1.84084e+06 2190 1164 545 363 128 235 619 344 83 1026 2289 140 2149 1788 42 361
internal_count=4073804 1845171 1843866 3031 193 2838 450 319 136 131 83 48 2388 1840835 2190 1164 545 363 128 235 619 344 83 1026 2289 140 2149 1788 42 361
is_linear=0
shrinkage=0.1


Tree=2884
num_leaves=31
num_cat=0
split_feature=3 7 3 4 2 0 6 0 6 6 3 3 4 6 0 4 6 6 6 4 3 1 4 0 0 1 1 5 1 0
split_gain=7.22026e+11 8.84265e+12 3.80352e+13 3.1466e+13 3.37577e+13 2.87776e+13 2.81368e+13 2.65478e+13 9.41494e+13 8.59065e+13 6.61938e+13 5.38871e+13 2.63227e+13 3.31644e+13 2.67702e+13 2.57308e+13 3.5888e+13 6.09804e+13 4.29899e+13 3.4081e+13 3.48832e+13 3.56928e+13 2.86092e+13 2.51016e+13 2.37327e+13 8.17511e+13 3.13511e+13 6.59249e+13 6.61661e+13 6.09825e+13
threshold=7.5000000000000009 6.0000000000000009 1.5000000000000002 22.500000000000004 2875.5000000000005 59.882709350000006 54.410000000000004 43.550475500000012 60.305000000000007 69.605000000000004 5.5000000000000009 3.5000000000000004 18.500000000000004 49.010000000000012 55.858844800000007 5.5000000000000009 36.405000000000008 38.205000000000005 41.990000000000002 12.500000000000002 4.5000000000000009 39.939672500000007 9.5000000000000018 59.825842200000004 59.933037250000005 30.303340300000002 30.315889700000003 2.5000000000000004 30.242318500000007 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -7 8 15 -10 11 -11 -6 14 -14 -4 -17 -18 -19 20 21 -20 -22 -3 25 -8 27 28 -26 -28
right_child=-2 2 3 -5 12 6 24 -9 9 10 -12 -13 13 -15 -16 16 17 18 19 -21 22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=65.204831601789195 63.100432536328839 1358.005439148754 -16718.791500510069 1506.6606093625753 -12.207291771297172 3705.6578603660087 -99971.597070312506 -2072.6457885424024 252936.07598379633 36659.076519097223 -105878.85029761906 211887.16105769231 -3118.0935262153253 -8460.5408075772084 9445.3707919294629 -20298.660837903561 152863.2365353468 -50787.128358114918 49768.184771579654 -59651.113303786064 73914.810195312501 188344.75937500002 -49884.812901785714 -18987.932251506001 -26765.688682154607 71093.227665127837 -84493.872999403218 -17233.197678571429 95503.769290808472 12630.651381303687
leaf_weight=2206705 1254818 80235 381 58511 263807 2440 32 187375 27 54 21 26 6108 8555 2348 151 41 62 41 26 40 34 35 611 57 220 72 140 198 633
leaf_count=2206705 1254818 80235 381 58511 263807 2440 32 187375 27 54 21 26 6108 8555 2348 151 41 62 41 26 40 34 35 611 57 220 72 140 198 633
internal_value=0 -28.088 -364.322 -679.989 -952.712 1603.59 10117.7 -1988.59 14783.8 94488.1 52130.7 93608.2 -258.06 -4070.75 370.437 2204.13 18970.7 40224 20819.8 46045 64365.6 112590 16141.7 1204.24 21689.7 49370.7 15348.3 37902.4 68172.9 2711.55
internal_weight=0 2.81899e+06 612281 527643 469132 84638 3792 188314 939 128 101 80 280818 17011 8456 811 430 279 238 176 150 75 75 80846 1352 252 1100 395 255 705
internal_count=4073804 2818986 612281 527643 469132 84638 3792 188314 939 128 101 80 280818 17011 8456 811 430 279 238 176 150 75 75 80846 1352 252 1100 395 255 705
is_linear=0
shrinkage=0.1


Tree=2885
num_leaves=31
num_cat=0
split_feature=3 6 4 4 7 1 0 1 6 7 3 6 6 1 0 6 1 2 0 1 6 6 4 6 4 4 0 0 4 0
split_gain=9.35859e+11 7.59302e+12 1.53912e+13 1.96818e+13 4.11717e+13 7.33871e+13 3.64794e+13 3.19888e+13 2.21985e+13 1.94271e+13 1.89624e+13 1.87973e+13 1.83834e+13 3.74061e+13 1.95571e+13 1.82402e+13 3.45256e+13 2.03324e+13 1.52648e+13 3.21195e+13 1.58387e+13 4.13666e+13 1.51172e+13 2.51795e+13 2.49508e+13 1.46663e+13 1.7052e+13 2.49444e+13 5.43411e+13 2.22502e+13
threshold=2.5000000000000004 68.00500000000001 8.5000000000000018 7.5000000000000009 6.0000000000000009 20.507515800000004 59.848366150000011 37.234509300000006 112.00500000000001 6.0000000000000009 1.5000000000000002 168.45000000000002 73.00500000000001 37.649344350000007 57.15297970000001 128.05000000000004 47.504912950000005 6082.0000000000009 55.897267000000006 43.932356550000009 106.49500000000002 104.01000000000001 22.500000000000004 125.02000000000002 24.500000000000004 24.500000000000004 59.939085000000013 59.950512650000007 13.500000000000002 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 22 -8 12 13 -9 15 18 -17 -18 20 -20 21 -14 -4 -24 -25 26 29 28 -28 -11
right_child=-2 2 9 4 -6 6 10 11 -10 25 -12 -13 14 -15 -16 16 17 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=33.705205670246343 27.905386792750939 -17.447168388465741 -2460.3865037669661 131471.44968749999 -5114.405172009614 -19127.631144386574 84352.770594243892 108314.14170454546 -123500.51953125 42.68628372165648 29917.847933859077 89554.713256048388 3323.2802799745364 13705.013119612071 -41122.017110770095 -28445.326311383928 178365.02581521741 40501.409218749999 148057.01376953124 13554.240640391474 -22195.76966875701 132487.60419170672 -9656.7643987209103 -144527.26919904439 -11028.125809151787 8900.8152233629735 -128319.80457386363 -5944.2874955447478 -7295.1573636239036 22975.670311165744
leaf_weight=871891 3042483 71639 52638 55 1382 135 87 55 24 26254 242 31 535 174 84 28 23 20 22 92 223 26 1747 28 28 1900 55 1359 114 430
leaf_count=871891 3042483 71639 52638 55 1382 135 87 55 24 26254 242 31 535 174 84 28 23 20 22 92 223 26 1747 28 28 1900 55 1359 114 430
internal_value=0 -82.3232 -716.86 327.238 7953.2 17683.5 14208.6 7480.18 -34882 -1641.47 44312.5 12610.1 10749.5 36427.7 5165.17 9177.68 57971.2 114242 5319.84 39510.9 348.184 9309.51 -2768.79 -11772.6 -77777.7 396.661 -176.07 -10450 -46681.9 412.24
internal_weight=0 1.03132e+06 159430 74877 3238 1856 1801 1472 159 84553 329 1313 1282 229 1053 969 71 43 898 114 784 561 54441 1803 56 30112 28212 1528 169 26684
internal_count=4073804 1031321 159430 74877 3238 1856 1801 1472 159 84553 329 1313 1282 229 1053 969 71 43 898 114 784 561 54441 1803 56 30112 28212 1528 169 26684
is_linear=0
shrinkage=0.1


Tree=2886
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 7 2 1 1 0 1 6 4 4 1 0 0 2 4 6 1 6 4 1 6 6 6 4 4 5
split_gain=8.98323e+11 1.01887e+13 3.95374e+13 4.36144e+13 2.82568e+13 3.65676e+13 5.10891e+13 2.79305e+13 7.19265e+13 8.0667e+13 2.09554e+13 5.82243e+13 2.48537e+13 2.10369e+13 2.07829e+13 1.78842e+13 1.77591e+13 1.38137e+14 3.91987e+13 2.56497e+13 2.04831e+13 1.97619e+13 1.72e+13 1.68928e+13 2.42231e+13 2.42809e+13 1.86144e+13 1.65352e+13 1.57785e+13 1.57245e+13
threshold=50.298521650000005 54.431501800000014 53.888505650000006 2691.5000000000005 56.128886000000001 6.0000000000000009 9651.0000000000018 82.648284550000014 86.169282750000022 54.188398350000007 83.086354900000018 69.605000000000004 4.5000000000000009 3.5000000000000004 91.443676550000006 53.379556850000007 54.707511300000007 2851.5000000000005 5.5000000000000009 38.010000000000012 56.02161850000001 108.05000000000001 3.5000000000000004 55.90712030000001 87.395000000000024 247.90000000000001 149.05000000000004 3.5000000000000004 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 10 22 -5 7 -7 -6 28 -10 11 13 -13 -2 -11 -15 17 19 -19 -3 21 -21 -4 -14 29 26 -26 -23 -9 -25
right_child=1 16 3 4 5 6 -8 8 9 14 -12 12 23 15 -16 -17 -18 18 -20 20 -22 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=37.622225022560336 3375.6810727704515 2722.1020032627189 11042.645322672528 -13391.540043246256 5736.6865330873843 -5159.9307076961441 105100.063671875 -21928.110094818512 -24335.310246373687 15030.628037845889 210.18994965694043 1031.6785716970003 -9138.7156168805577 -4506.2648520601524 -85177.994047619053 763.00128566227477 -10.02582587936736 -4185.3005099891598 -24253.703208095456 15674.692185916596 -18632.561841595361 -1264.2791642252605 -54033.097209768581 -46065.05517578125 -42152.765446424186 52547.251705228366 -130673.91440625 -70286.12899964799 -52961.981461774558 -12892.816126864769
leaf_weight=2481177 8124 2889 48 3196 2141 94 76 308 914 1432 123072 942 1451 16339 21 10633 1403961 5967 1163 6870 189 180 264 161 477 26 25 43 350 1271
leaf_count=2481177 8124 2889 48 3196 2141 94 76 308 914 1432 123072 942 1451 16339 21 10633 1403961 5967 1163 6870 189 180 264 161 477 26 25 43 350 1271
internal_value=0 -58.6122 -787.026 -7298.41 -5955.51 -1501.7 44132.8 -3003.42 -9189.39 -1059.3 -432.692 -2438.34 -13346.9 -1085.33 13582.3 -2429 29.2144 3213.52 -7458.73 10694.9 13858 14723.7 -44021.4 -17317.8 -23372.8 -41680.8 -46561.2 -14573.4 -38435.5 -16622.4
internal_weight=0 1.59263e+06 171365 8844 8532 5336 170 5166 3025 2367 162521 39449 4353 35096 1453 26972 1.42126e+06 17301 7130 10171 7282 7093 312 3411 1960 528 502 223 658 1432
internal_count=4073804 1592627 171365 8844 8532 5336 170 5166 3025 2367 162521 39449 4353 35096 1453 26972 1421262 17301 7130 10171 7282 7093 312 3411 1960 528 502 223 658 1432
is_linear=0
shrinkage=0.1


Tree=2887
num_leaves=31
num_cat=0
split_feature=2 2 1 0 7 6 6 3 4 1 6 6 0 1 1 0 6 3 0 4 4 6 1 0 6 6 0 1 0 6
split_gain=8.38027e+11 1.05492e+13 2.11298e+13 1.79258e+13 2.35515e+13 5.33381e+13 1.50805e+13 1.02545e+13 9.58456e+12 9.52253e+12 8.07033e+12 1.59989e+13 7.88615e+12 4.39597e+13 8.76812e+13 5.54994e+13 3.99211e+13 4.23642e+13 3.94318e+13 1.16151e+14 1.28652e+14 4.39012e+13 3.76436e+13 2.82102e+13 2.5208e+13 3.71066e+13 2.25224e+13 4.93984e+13 1.83798e+14 1.30132e+14
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 53.20799465000001 6.0000000000000009 100.05000000000001 60.910000000000004 12.500000000000002 16.500000000000004 45.126607350000008 106.49500000000002 122.65000000000002 55.080855950000007 60.770858000000011 82.962856350000024 55.102137100000007 39.505000000000003 1.5000000000000002 55.102137100000007 8.5000000000000018 7.5000000000000009 58.995000000000012 82.956351500000011 56.342669500000007 51.805000000000007 50.410000000000004 56.791379400000004 60.66055595000001 56.83050475000001 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 -1 -3 9 5 8 -6 -8 -5 10 -4 -12 -2 23 16 -16 -15 -18 19 20 24 -21 -23 -14 25 -19 -25 -28 29 -29
right_child=12 2 3 4 6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 18 -20 21 -22 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=20.691900419341824 75.77274030379904 -46074.104212507424 11734.454236682417 -3772.025630891158 -793.11440049796272 -134501.42886029414 23326.653298095705 76649.157290926843 -37388.319439697269 -22433.242714080814 91559.718482142867 -18846.899516369049 -22667.877601731714 -987.82792136692717 13987.664140434425 424.8601302961315 837.76653897895653 -3848.8659544884003 -7019.9822273927493 -23428.618948750413 150775.86299189818 -64857.118187261738 -2123.3487831858411 2616.9053117678341 6332.1193643413062 -44891.469809739749 241.04131017825182 -10265.685064946332 2079.7528236772532 -53640.206981566771
leaf_weight=2966190 838823 79 2294 868 290 34 200 44 94 80 35 21 536 17311 3635 17749 5864 722 24191 1059 54 623 113 34558 924 317 147833 1648 6423 1192
leaf_count=2966190 838823 79 2294 868 290 34 200 44 94 80 35 21 536 17311 3635 17749 5864 722 24191 1059 54 623 113 34558 924 317 147833 1648 6423 1192
internal_value=0 27.6462 5134.77 6156.37 -2322.73 -11407.3 14621.5 32942.2 -7056.78 11495.1 12650.1 50157.2 -74.4086 -550.233 -2647.33 2730.36 -4894.32 -6891.11 -8509.59 -17962.6 -1495.64 -36466.2 -55225.4 241.533 -5684.46 -16371 305.604 -202.837 -7286.92 -28470.8
internal_weight=0 2.97023e+06 4039 3960 1530 996 534 244 962 2430 2350 56 1.10358e+06 264752 72562 21384 51178 33867 28003 3812 2017 1795 736 192190 1963 1039 191654 157096 9263 2840
internal_count=4073804 2970229 4039 3960 1530 996 534 244 962 2430 2350 56 1103575 264752 72562 21384 51178 33867 28003 3812 2017 1795 736 192190 1963 1039 191654 157096 9263 2840
is_linear=0
shrinkage=0.1


Tree=2888
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 5 6 0 7 0 1 6 4 6 6 1 6 6 6 0 6 3 4 4 1 0 4 7 1 6
split_gain=8.5864e+11 6.31368e+12 1.52177e+13 2.9051e+13 2.23896e+13 2.22257e+13 3.2595e+13 2.33105e+13 2.26114e+13 2.79252e+13 2.60385e+13 2.03731e+13 1.99628e+13 2.10451e+13 3.26376e+13 1.90901e+13 2.11669e+13 1.68913e+13 2.37336e+13 3.02338e+13 2.86959e+13 1.63843e+13 1.59739e+13 1.5716e+13 8.81798e+13 4.23246e+13 2.91733e+13 3.39496e+13 3.12071e+13 2.49857e+13
threshold=82.971668900000012 82.963919600000011 6.5000000000000009 4.5000000000000009 9.5000000000000018 1.5000000000000002 53.005000000000003 54.947759400000002 6.0000000000000009 54.944948950000004 82.968544750000021 86.920000000000016 24.500000000000004 71.030000000000015 75.010000000000005 82.966990000000024 87.015000000000015 85.020000000000024 60.305000000000007 54.988402950000008 56.205000000000005 1.5000000000000002 11.500000000000002 22.500000000000004 82.965501500000016 55.034466500000008 17.500000000000004 6.0000000000000009 82.966990000000024 57.410000000000004
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 4 -3 6 21 8 10 11 15 -10 17 -14 -15 16 -7 18 20 -20 -9 -6 -23 26 25 -25 -4 28 -28 -26
right_child=-2 2 23 -5 5 7 -8 12 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-1.6864176773993524 -114.78896816152844 -1556.9780255738797 786.59830501469673 79284.742219387757 -5963.5043788277326 11404.340499608341 80264.362038010819 14073.135774142482 7246.5390077030725 22912.099600933845 -6784.371477256429 -17294.173833069621 -16126.281278281065 106132.31482371796 33.832865001037057 36782.800038134366 -38933.137420280611 47544.065085386625 -9267.0515719799278 16040.710810847238 42252.021128512992 4224.4215521636115 -5238.2945613191623 74762.58906021119 10317.218962111936 -1682.5065928846304 -35714.603629184508 -3756.2620652623659 6405.8445308464616 -9404.2904734514941
leaf_weight=3435220 561782 11038 25290 49 2786 566 52 1190 2356 1047 2778 395 423 39 113 242 98 156 752 1268 519 10006 2171 256 1240 101 644 9652 242 1333
leaf_count=3435220 561782 11038 25290 49 2786 566 52 1190 2356 1047 2778 395 423 39 113 242 98 156 752 1268 519 10006 2171 256 1240 101 644 9652 242 1333
internal_value=0 18.3616 915.075 2335.85 2236.62 3789.97 1229.21 7009.68 3598.57 9012.8 -1983.21 3722.88 12732.1 -4658.15 27256.5 12738.2 3975.01 15305.9 13957.3 6619.21 22630.7 954.548 2537.34 -479.53 6562.02 53135.3 -1055.39 -5475.94 -24209.9 100.051
internal_weight=0 3.51202e+06 76802 38044 37995 26957 15015 11942 7482 3798 3684 2751 4460 575 152 906 664 3885 3729 2020 1709 14963 12177 38758 2930 357 35828 10538 886 2573
internal_count=4073804 3512022 76802 38044 37995 26957 15015 11942 7482 3798 3684 2751 4460 575 152 906 664 3885 3729 2020 1709 14963 12177 38758 2930 357 35828 10538 886 2573
is_linear=0
shrinkage=0.1


Tree=2889
num_leaves=31
num_cat=0
split_feature=6 6 1 1 6 1 1 0 0 6 0 4 0 3 1 4 0 4 1 4 6 4 2 1 3 1 1 1 6 0
split_gain=7.9219e+11 7.0802e+12 3.00053e+13 5.71251e+13 3.2863e+13 3.15451e+13 3.36867e+13 3.19184e+13 6.06103e+13 3.05301e+13 2.31056e+13 3.29725e+13 4.28872e+13 2.92183e+13 3.32412e+13 2.59704e+13 4.24988e+13 4.46888e+13 5.01173e+13 7.76366e+13 6.12028e+13 4.08704e+13 5.50094e+13 5.34641e+13 4.24156e+13 4.64316e+13 3.07736e+13 3.06481e+13 4.41846e+13 3.03109e+13
threshold=62.375000000000007 59.815000000000005 37.978059650000013 37.740454950000007 62.010000000000012 37.543519500000009 37.618684050000006 55.676890650000011 55.82518790000001 60.305000000000007 55.812023600000011 10.500000000000002 44.878071950000013 6.5000000000000009 37.318079750000003 10.500000000000002 55.876067900000002 17.500000000000004 37.503969450000007 15.500000000000002 60.005000000000003 14.500000000000002 75.000000000000014 30.330566300000005 6.5000000000000009 37.563506350000004 30.315889700000003 37.318079750000003 60.605000000000011 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 11 12 -3 14 -13 -12 17 18 -17 -20 -21 22 24 26 -18 -26 -24 28 -19 -22
right_child=-2 2 -4 9 5 6 -8 8 -10 -11 15 13 -14 -15 -16 16 21 27 19 20 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=14.712009492786354 73.480374383518196 33647.282045135857 -1368.0204340957887 1444.0499988714762 -3796.8658060897842 -10753.971101013689 -10372.83762454719 -158184.84318296373 -40171.106431600492 13588.8396227131 -947.90148480478445 8081.7075204702533 1242.6218183404574 -1655.2692933697458 -16220.693097659139 12596.771745919548 10727.78755078125 83177.205068022638 24962.122899233564 28126.907398897063 248632.17640086208 -681.86792126985131 16089.644973415801 -1571.1986493906386 28798.541541466344 200455.70874999999 50316.746832170757 -945.35895900974037 12304.935757144467 128464.42012746712
leaf_weight=2794666 1078696 429 143845 3410 2162 121 499 62 146 5267 10580 676 8516 7724 3362 377 50 116 211 51 29 8071 1053 1751 26 40 350 1078 364 76
leaf_count=2794666 1078696 429 143845 3410 2162 121 499 62 146 5267 10580 676 8516 7724 3362 377 50 116 211 51 29 8071 1053 1751 26 40 350 1078 364 76
internal_value=0 -26.4641 -600.563 1349.98 -1.91703 -10153.4 -26750.9 -51591.7 -75348.3 8816.02 673.641 -1779.07 2796.74 -5258.97 -12152.2 2770.34 5653.79 18041.9 38204.4 64509.8 118001 3139.24 12570.5 10083.1 80201.6 132833 24628.1 8413.64 29432.4 161654
internal_weight=0 2.99511e+06 200442 56597 47920 2990 828 329 208 8677 44930 20707 8945 11762 4038 24223 13643 2302 744 367 156 11341 3270 3154 116 66 1403 1558 480 105
internal_count=4073804 2995108 200442 56597 47920 2990 828 329 208 8677 44930 20707 8945 11762 4038 24223 13643 2302 744 367 156 11341 3270 3154 116 66 1403 1558 480 105
is_linear=0
shrinkage=0.1


Tree=2890
num_leaves=31
num_cat=0
split_feature=0 4 6 1 1 1 1 6 4 6 4 1 6 4 4 0 6 6 3 6 6 4 5 6 6 4 4 6 7 1
split_gain=7.72483e+11 4.60043e+12 1.06802e+13 5.8745e+12 2.42557e+13 9.37491e+12 2.64012e+13 1.06329e+13 1.04709e+13 9.08493e+12 8.89011e+12 7.54465e+12 7.20637e+12 6.89204e+12 9.54395e+12 6.74085e+12 9.46024e+12 1.3797e+13 5.96626e+12 8.75098e+12 6.64932e+12 2.7205e+13 1.78853e+13 2.83644e+13 2.49747e+13 2.24026e+13 2.29901e+13 2.99234e+13 2.17408e+13 3.15798e+13
threshold=61.78914120000001 9.5000000000000018 114.05000000000001 52.419561900000012 50.815483650000004 59.999510900000011 63.728898350000001 71.715000000000018 7.5000000000000009 68.515000000000015 2.5000000000000004 56.805602900000004 58.995000000000012 4.5000000000000009 2.5000000000000004 63.565651350000003 118.04500000000002 95.045000000000016 1.5000000000000002 45.005000000000003 64.805000000000021 3.5000000000000004 3.5000000000000004 110.01500000000001 110.01500000000001 8.5000000000000018 5.5000000000000009 85.020000000000024 6.0000000000000009 39.803839700000005
decision_type=2 2 2 2 2 2 2 2 2 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 18 7 8 9 -7 13 -6 -11 -12 14 -5 16 17 -9 19 -2 -20 -22 23 25 -24 26 -23 -28 29 -27
right_child=1 2 -4 5 10 6 -8 15 -10 11 12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=3.6492190630353272 -65.925296599747711 3004.6114063693167 64078.968558054956 7925.3588721077758 -9289.9502048780942 -19891.280334345207 -647.40298324720311 26857.675553592755 -69598.473686835117 -23961.450750215176 -28290.807399640762 9413.1350246710535 -68505.98132390203 4063.561480817842 -11534.916498431165 7577.0379690746195 -22146.912135416671 103056.75691964285 -1865.9550761197665 -13350.390659089317 -32962.711310395738 29069.708172137922 -20148.28443185467 -65119.172790178578 87306.398795572924 -12329.70195871989 51086.235681352468 182895.06687825522 -43590.958236607141 79684.355502369363
leaf_weight=4045394 976 2261 29 391 119 431 8801 157 47 236 112 95 74 5423 709 361 30 28 6099 1008 147 286 219 35 24 96 61 24 70 61
leaf_count=4045394 976 2261 29 391 119 431 8801 157 47 236 112 95 74 5423 709 361 30 28 6099 1008 147 286 219 35 24 96 61 24 70 61
internal_value=0 -519.624 3778.04 -896.41 -2894.69 229.079 -1890.51 2876.14 -24778.8 1779.49 -30634.5 -14382.6 -44290.4 2599.61 -4617.67 15925.6 29943.4 38390.5 -1965.56 -6815.29 -614.556 6846.13 13526.4 22379.5 -9535.48 27500.7 42640.6 88302.8 2756.51 23421
internal_weight=0 28410 2290 26120 9411 16709 9279 7430 478 6854 305 331 186 6523 1100 576 215 185 9106 1984 7122 1023 876 633 243 598 371 85 227 157
internal_count=4073804 28410 2290 26120 9411 16709 9279 7430 478 6854 305 331 186 6523 1100 576 215 185 9106 1984 7122 1023 876 633 243 598 371 85 227 157
is_linear=0
shrinkage=0.1


Tree=2891
num_leaves=31
num_cat=0
split_feature=4 6 6 2 1 3 5 4 0 0 0 0 3 6 3 2 0 1 4 1 0 5 0 4 3 1 4 4 0 1
split_gain=7.73863e+11 5.49933e+12 8.57841e+13 6.04974e+13 4.50266e+13 5.75087e+13 7.04012e+13 6.5064e+13 5.68934e+13 3.90772e+13 3.86163e+13 3.27679e+13 3.86349e+13 2.78704e+13 3.96434e+13 4.97914e+13 2.72132e+13 3.40576e+13 2.69702e+13 2.79581e+13 2.697e+13 2.5726e+13 3.75068e+13 3.23158e+13 2.5444e+13 2.52645e+13 3.29537e+13 2.6502e+13 2.34186e+13 2.20324e+13
threshold=19.500000000000004 80.030000000000015 79.710000000000022 75.000000000000014 37.488790500000007 19.500000000000004 2.5000000000000004 22.500000000000004 55.759969450000007 55.721784200000009 60.05226170000001 45.015054600000006 4.5000000000000009 85.020000000000024 12.500000000000002 75.000000000000014 45.029425500000009 39.008519500000006 24.500000000000004 30.330566300000005 60.002985000000002 2.5000000000000004 45.015054600000006 22.500000000000004 11.500000000000002 39.366401150000009 31.500000000000004 22.500000000000004 59.990753350000013 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 -4 11 12 -5 14 20 -16 17 -13 21 -20 25 22 -17 28 -9 26 -3 -27 -23 -12
right_child=1 13 3 10 5 -7 7 24 -10 -11 29 16 -14 -15 15 18 -18 -19 19 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=15.824235574396646 -113.11863106614236 -18104.100803379482 40327.299234693877 89712.825390625003 -222221.58984375 48212.735219254035 -89886.060599965902 66605.817255108181 -46468.867908653847 198330.56168478262 -103040.28258599176 18795.132115709461 -38813.197986355633 194.513454507543 16640.249612499611 -59435.529978626175 25865.939942163575 153581.20106907896 23660.97497294658 -13247.024169805149 10792.59393941945 -14267.541256338571 28472.992986424764 12720.394849624807 -34359.117773437501 -17067.953098159935 27074.557962472099 3962.2253785281714 76643.777087823284 -441.10864453124998
leaf_weight=3599339 410221 4141 49 28 24 62 126 52 52 23 36 37 142 46512 1508 53 2276 38 222 2719 580 1236 576 886 48 951 168 1620 29 50
leaf_count=3599339 410221 4141 49 28 24 62 126 52 52 23 36 37 142 46512 1508 53 2276 38 222 2719 580 1236 576 886 48 951 168 1620 29 50
internal_value=0 -120.044 10.9699 16739.1 -17739.1 -37998.4 -59378.8 -42085.7 33236 90800.6 22505.3 24753.2 -17644.2 -1004.73 -4802.06 475.335 27819 87086.7 -3785.58 -10461 -9916.04 3276.48 21065.8 -1925.5 18142.6 -11661.8 -16342.7 -3816.73 -12183.4 -43389.6
internal_weight=0 474465 413264 3043 436 312 250 226 124 72 2607 2521 170 61201 14689 7229 2351 75 5721 2941 7460 2780 629 2151 100 6880 4309 2571 1265 86
internal_count=4073804 474465 413264 3043 436 312 250 226 124 72 2607 2521 170 61201 14689 7229 2351 75 5721 2941 7460 2780 629 2151 100 6880 4309 2571 1265 86
is_linear=0
shrinkage=0.1


Tree=2892
num_leaves=31
num_cat=0
split_feature=3 6 6 0 1 3 4 4 4 3 0 6 1 4 4 1 0 0 0 0 0 1 0 6 0 1 0 1 0 7
split_gain=7.68104e+11 3.81344e+12 1.54229e+13 2.83563e+13 1.84201e+13 2.26212e+13 3.06083e+13 1.66005e+13 2.40045e+13 1.95764e+13 1.54584e+13 1.39538e+13 2.16941e+13 1.44467e+13 1.39177e+13 2.76277e+13 1.51161e+13 1.69467e+13 1.35171e+13 2.11249e+13 1.30277e+13 2.51775e+13 1.12013e+13 1.0994e+13 1.73861e+13 2.03664e+13 1.56737e+13 2.49282e+13 2.39915e+13 1.76828e+13
threshold=17.500000000000004 108.05000000000001 104.01000000000001 44.990874950000006 49.692247900000005 21.500000000000004 23.500000000000004 23.500000000000004 22.500000000000004 19.500000000000004 45.036141150000006 106.49500000000002 37.649344350000007 24.500000000000004 24.500000000000004 60.605526900000008 56.802121050000004 55.348830750000012 55.702806750000008 45.085557650000005 60.028671700000011 30.410676000000006 55.685785750000008 125.02000000000002 45.125532050000011 39.008519500000006 53.244414800000008 39.596303450000001 54.810424650000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -5 12 13 -9 16 -16 17 -6 19 -12 21 -8 -13 24 25 -3 27 -26 29 -28
right_child=1 23 3 4 14 6 20 11 -10 -11 18 22 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=8.3875492789661692 -210.10335949960972 -6658.8329789806558 118384.20575000002 75872.160031250009 11824.457943808067 105795.63752858232 102599.93574892242 14557.497291666668 -101851.66302083334 -66381.972808159728 3975.4524890988378 16491.953682215073 -36867.685196659484 107387.17956414475 120413.2596484375 11887.805787627551 -41768.691666666673 113608.29544270833 34736.786032714845 -111621.90850000001 -57788.6205625 -4688.52948519246 -65293.41158706203 1142.6977006280113 132924.70434570312 -52850.008912946425 -148365.28828125002 10202.421594238282 -4566.9939729987145 -24306.486168981482
leaf_weight=3927269 140850 210 25 25 74 41 29 30 39 54 43 34 29 38 45 49 36 21 40 25 25 89 33 2776 20 175 20 96 1537 27
leaf_count=3927269 140850 210 25 25 74 41 29 30 39 54 43 34 29 38 45 49 36 21 40 25 25 89 33 2776 20 175 20 96 1537 27
internal_value=0 -224.794 -130.3 13510.9 10229.5 723.3 29625.1 -12912.4 -30487.5 -15604 5012.57 11306.8 35549.2 66432.9 34480.9 63841.5 13413.1 34324 -11390.1 -38523.6 7786.04 21679 -23790.4 -2978.83 -8466.3 -27654.8 -4120.66 31361.4 -6719.1 -77097.5
internal_weight=0 146535 141674 824 799 574 184 390 226 187 133 164 97 68 225 94 131 95 108 68 143 118 67 4861 2085 385 1700 116 1584 47
internal_count=4073804 146535 141674 824 799 574 184 390 226 187 133 164 97 68 225 94 131 95 108 68 143 118 67 4861 2085 385 1700 116 1584 47
is_linear=0
shrinkage=0.1


Tree=2893
num_leaves=31
num_cat=0
split_feature=6 2 0 1 4 4 0 0 0 4 7 0 5 6 6 1 6 1 3 6 6 3 1 6 6 0 6 4 4 1
split_gain=7.59676e+11 6.92552e+12 2.87332e+13 3.17573e+13 5.24998e+13 7.80739e+13 5.49739e+13 1.26859e+14 4.80721e+13 7.49609e+13 4.34823e+13 4.11599e+13 4.09968e+13 3.40287e+13 3.25616e+13 2.98169e+13 2.90129e+13 3.87304e+13 2.75489e+13 5.44316e+13 2.52552e+13 2.60114e+13 2.41297e+13 4.4901e+13 4.85233e+13 3.52071e+13 3.70025e+13 3.0054e+13 2.91112e+13 2.30265e+13
threshold=54.010000000000012 6680.0000000000009 55.071632200000003 82.956351500000011 8.5000000000000018 5.5000000000000009 55.102137100000007 55.080855950000007 55.111813300000001 7.5000000000000009 6.0000000000000009 61.78914120000001 2.5000000000000004 118.04500000000002 101.02000000000002 41.912736000000002 58.605000000000011 82.941727000000014 5.5000000000000009 94.02500000000002 99.050000000000011 1.5000000000000002 82.971668900000012 75.605000000000004 88.825000000000003 55.080855950000007 70.50500000000001 4.5000000000000009 17.500000000000004 82.968544750000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 9 20 16 13 -8 -10 -6 -12 17 -4 19 -13 21 -7 23 28 27 26 -24 -25 -5 -29
right_child=1 2 3 22 6 8 12 -9 11 -11 15 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=-36.074890373602834 166.40929619308992 -53.614282620475358 1956.1905656144279 6060.3308932795626 3523.4022159029128 115278.05047889124 -13738.94673135359 -52358.200381298884 -11630.498955972687 134719.76290625002 -9588.2744213245533 165257.54743588099 -924.08238779323347 -136038.85071614583 -82658.05771059783 -50585.813448011839 -4449.5472717068988 36207.940742831757 -41953.314658203133 -35351.241787574407 11711.414995971012 37236.094741680834 3390.6935028698981 -4579.7849417264351 3580.6230105269069 1121.9419229071275 -26405.578210977961 52487.805024055444 -24253.475662821282 115078.4378462358
leaf_weight=2399345 1270276 370255 1400 2813 934 52 4682 911 262 75 432 38 5348 24 46 301 5647 432 20 21 366 239 686 61 313 7141 1062 177 357 88
leaf_count=2399345 1270276 370255 1400 2813 934 52 4682 911 262 75 432 38 5348 24 46 301 5647 432 20 21 366 239 686 61 313 7141 1062 177 357 88
internal_value=0 51.692 -308.844 -3094.16 -5460.27 167.14 -9854.67 -25494.3 25223.8 40005.8 -3180.05 -4421.31 -6906.06 -22070.4 -521.85 -26423.6 -902.005 10033 59472.7 93854.4 29193.7 51181.7 861.782 7521.09 31703.6 -1991.78 -14712.1 58705.1 2646.44 73272.6
internal_weight=0 1.67446e+06 404183 33928 21230 9309 11921 1891 1097 732 8212 365 10030 286 980 733 7479 1832 79 59 657 291 12698 3809 639 8889 1748 326 3170 265
internal_count=4073804 1674459 404183 33928 21230 9309 11921 1891 1097 732 8212 365 10030 286 980 733 7479 1832 79 59 657 291 12698 3809 639 8889 1748 326 3170 265
is_linear=0
shrinkage=0.1


Tree=2894
num_leaves=31
num_cat=0
split_feature=0 0 4 7 6 1 5 1 0 6 6 1 1 1 1 6 1 1 0 4 6 1 6 1 6 3 3 6 6 4
split_gain=7.78224e+11 1.32834e+13 2.7798e+13 2.02011e+13 4.45383e+13 3.74357e+13 2.11738e+13 1.51004e+13 2.10553e+13 6.42345e+13 2.98378e+13 1.97452e+13 2.89435e+13 1.48809e+13 1.33784e+13 1.33148e+13 1.29034e+13 5.18178e+13 6.78242e+13 9.12329e+13 2.72999e+13 2.61332e+13 5.14989e+13 2.6028e+13 2.59461e+13 2.50065e+13 5.75816e+13 1.44143e+14 6.68742e+13 3.4031e+13
threshold=45.022979600000006 45.036141150000006 3.5000000000000004 6.0000000000000009 105.00500000000001 38.989878900000008 3.5000000000000004 39.01296365000001 45.029425500000009 74.615000000000009 99.050000000000011 38.989878900000008 38.965413050000002 39.069277450000008 38.989878900000008 44.820000000000007 39.079932600000006 39.105193450000009 45.029425500000009 16.500000000000004 61.805000000000007 39.033214400000013 105.00500000000001 41.912736000000002 86.920000000000016 10.500000000000002 8.5000000000000018 79.710000000000022 83.820000000000007 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 13 16 7 6 -6 8 10 11 -5 12 -10 15 -11 -2 21 18 -18 24 -21 -4 -23 -19 -20 26 29 -28 -29 -25
right_child=1 -3 3 4 5 -7 -8 -9 9 14 -12 -13 -14 -15 -16 -17 17 23 19 20 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-158.46706276055448 -3323.0603215739643 -4.9466268311154629 2785.5759958542685 14917.497128164448 150267.36891150844 13172.451472024359 29193.766562500005 1849.9256836882644 52880.753649902348 101207.72787500001 -100496.24483695652 60316.802715320118 -91447.077130681835 8664.7884827310627 209476.03184523812 -16827.9030663216 1013.3078452109712 -13925.683845619453 17742.941397127466 53717.912678840366 131126.62769920425 -4353.1757033895847 -66635.68571635813 -733.33877098955872 73843.210191761362 28097.419601929389 12036.099930135861 -240446.54817073175 -68151.336656250001 34153.375559067797
leaf_weight=287995 1719 3754876 14194 859 52 68 20 1453 24 25 23 41 33 563 21 1269 1647 1243 1305 83 101 3496 138 1513 88 362 159 41 50 343
leaf_count=287995 1719 3754876 14194 859 52 68 20 1453 24 25 23 41 33 563 21 1269 1647 1243 1305 83 101 3496 138 1513 88 362 159 41 50 343
internal_value=0 12.0549 2075.83 3155.37 11507.3 66382.2 116636 8408.32 17696.2 53149.7 11907.8 7391.57 -30677.5 -6248.57 150635 -9058.55 2272.04 5932.03 15206 30028.6 96208.6 848.331 -6718.33 -2124.88 21287 3818.56 -354.734 -45408.5 -145779 5713.94
internal_weight=0 3.78581e+06 30933 27382 2619 140 72 2479 1026 144 882 98 57 3551 46 2988 24763 6935 3224 1577 184 17828 3634 3711 1393 2468 2106 250 91 1856
internal_count=4073804 3785809 30933 27382 2619 140 72 2479 1026 144 882 98 57 3551 46 2988 24763 6935 3224 1577 184 17828 3634 3711 1393 2468 2106 250 91 1856
is_linear=0
shrinkage=0.1


Tree=2895
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 4 6 6 4 6 0 0 0 6 1 7 4 0 6 6 6 0 6 3 6 0 0 6 6 6
split_gain=7.90781e+11 1.35675e+13 1.95745e+13 2.6613e+13 2.14002e+13 1.97012e+13 2.18321e+13 1.87803e+13 2.10545e+13 1.83021e+13 1.93879e+13 3.90657e+13 4.87816e+13 6.8093e+13 4.82168e+13 3.98514e+13 5.15469e+13 4.24376e+13 1.88103e+13 3.62151e+13 3.21596e+13 2.35607e+13 1.74016e+13 1.6197e+13 2.96917e+13 1.49608e+13 1.49271e+13 1.87242e+13 1.4357e+13 1.38903e+13
threshold=39.029038350000008 39.018051150000005 45.082176650000008 11.500000000000002 45.001720900000002 5.5000000000000009 108.05000000000001 54.990000000000002 14.500000000000002 43.205000000000005 45.053967500000006 45.029425500000009 45.036141150000006 66.50500000000001 39.023883200000007 6.0000000000000009 19.500000000000004 45.047736150000013 55.405000000000008 64.015000000000015 85.020000000000024 45.047736150000013 80.030000000000015 10.500000000000002 101.02000000000002 45.015054600000006 55.390026600000006 60.910000000000004 74.615000000000009 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 3 25 -5 6 26 -7 -9 -6 11 -11 13 -13 -15 16 18 22 -14 29 21 -21 -18 24 -12 -3 -4 -28 -23 -20
right_child=-2 2 5 4 9 7 -8 8 -10 10 23 12 15 14 -16 -17 17 -19 19 20 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-14.624963966022982 33.541566001032542 -6975.2021402775927 -751.0991576327533 31165.103948343214 1257.1871395656326 -6119.0352898071123 -93681.755406250013 -26053.404714566786 1215.5994969938195 -18725.706234884059 -16920.65791627661 4389.5076369512653 -4996.0104780515039 149288.0778713474 7731.9271651785721 -28113.485610265903 -71926.817868589744 -9596.0253228276761 23049.420314331059 39395.148774343303 40278.417745213155 -8476.651221852022 -186655.71046875001 -3948.1940882401159 -118839.77187500001 5524.8402480604946 1888.5474345304528 97653.972611607154 -56379.96514362374 61417.048930876364
leaf_weight=1464577 2579048 1098 4554 174 3827 5127 25 1086 383 940 1993 168 336 77 35 399 39 139 160 69 173 170 20 1263 29 7482 49 35 99 230
leaf_count=1464577 2579048 1098 4554 174 3827 5127 25 1086 383 940 1993 168 336 77 35 399 39 139 160 69 173 170 20 1263 29 7482 49 35 99 230
internal_value=0 -57.8725 -2156.66 -192.024 -3608.43 -5458.11 -482.977 -8975.25 -18943.8 -4203.61 -7500.42 -1764.69 5777.11 44654.4 105052 -158.362 7614.53 -39758.1 15197.2 22727.7 5212.89 -12734.9 -110818 -12832.8 -18382.4 3925.18 19.3882 41790.8 -26106.5 45676.5
internal_weight=0 1.49476e+06 30179 18920 10340 11259 4663 6596 1469 10166 6339 3054 2114 280 112 1834 1435 198 1237 901 511 338 59 3285 2022 8580 4638 84 269 390
internal_count=4073804 1494756 30179 18920 10340 11259 4663 6596 1469 10166 6339 3054 2114 280 112 1834 1435 198 1237 901 511 338 59 3285 2022 8580 4638 84 269 390
is_linear=0
shrinkage=0.1


Tree=2896
num_leaves=31
num_cat=0
split_feature=6 7 4 4 0 1 6 6 0 6 6 2 1 6 1 0 6 0 0 0 1 0 5 1 6 6 1 1 0 3
split_gain=7.64132e+11 4.81552e+12 1.3346e+13 4.73419e+13 2.4861e+13 9.59635e+13 1.45058e+14 2.57264e+14 4.27676e+13 3.11258e+13 3.83338e+13 3.24138e+13 6.35734e+13 2.62779e+13 2.31518e+13 2.17122e+13 3.0027e+13 4.42555e+13 2.00185e+13 6.48196e+13 1.46084e+14 3.53484e+13 5.64427e+13 4.07528e+13 4.44411e+13 3.88903e+13 3.64753e+13 4.58829e+13 5.45273e+13 5.29912e+13
threshold=87.395000000000024 6.0000000000000009 22.500000000000004 23.500000000000004 59.91832440000001 30.509101000000005 94.02500000000002 92.02500000000002 59.848366150000011 105.00500000000001 104.01000000000001 75.000000000000014 37.740454950000007 88.00500000000001 39.01296365000001 55.768246800000007 93.050000000000011 55.840017500000009 56.83050475000001 56.850115550000005 60.571186450000006 55.046782850000007 1.5000000000000002 39.008519500000006 106.49500000000002 134.05000000000004 82.966990000000024 82.93515810000001 55.026775150000006 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 6 7 -4 -8 10 13 12 -11 -7 -12 -15 17 -17 21 20 -20 23 -23 -5 26 -26 27 29 -29 -25
right_child=1 -3 3 18 -6 9 8 -9 -10 11 14 -13 -14 15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=10.857692444425888 333.95620957345318 -941.4677383610383 -56113.748387386935 -10293.59233599469 11936.91963266226 -60529.249775623139 79771.075619612064 -479853.10271739133 -60454.646452384164 -225723.60109049478 120949.85674078525 -23720.475116366859 -5699.0738112877152 -12293.252305069633 -5550.5675101902179 200359.16781250003 -4076.9437259158572 31688.007642299108 237969.79814189189 1895.4839270614998 24320.512809038766 116622.93791232641 -9033.0968404438954 28301.7753529562 -11993.967531073935 39934.517893804506 -40283.745516716452 144199.75904038374 34115.588726210059 -32698.990536903475
leaf_weight=3832905 166354 60893 38 1230 260 84 29 23 87 24 39 595 29 575 23 20 148 70 37 2460 237 36 5089 1002 893 172 85 68 133 166
leaf_count=3832905 166354 60893 38 1230 260 84 29 23 87 24 39 595 29 575 23 20 148 70 37 2460 237 36 5089 1002 893 172 85 68 133 166
internal_value=0 -172.755 87.2875 -2918.45 -16951.9 -21162.1 -91046 -215884 -25398.2 -13464.9 -2024.75 -30395.6 -105333 -7281.07 74022.3 -1779.41 23621.7 69170.5 -447.371 7034.28 53171 -2752.4 -8150.44 4626.88 11912.4 -3607.4 23280 27226.7 71358 19632.1
internal_weight=0 240899 180006 13652 2044 1784 177 61 116 1607 959 648 53 897 62 813 238 90 11608 2734 274 8874 5125 3749 2519 1065 1454 1369 201 1168
internal_count=4073804 240899 180006 13652 2044 1784 177 61 116 1607 959 648 53 897 62 813 238 90 11608 2734 274 8874 5125 3749 2519 1065 1454 1369 201 1168
is_linear=0
shrinkage=0.1


Tree=2897
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 6 0 4 7 1 4 6 0 5 6 6 0 1 0 2 0 5 0 2 4 2 4 0 2 4
split_gain=7.48525e+11 4.12824e+12 2.18666e+13 1.37622e+13 1.29762e+13 2.76055e+13 2.46502e+13 2.42144e+13 2.30973e+13 4.72906e+13 3.85967e+13 2.83039e+13 1.89007e+13 1.75881e+13 1.6943e+13 1.48203e+13 1.3625e+13 4.29388e+13 1.24427e+13 2.2239e+13 2.18954e+13 2.1748e+13 1.45295e+13 4.801e+13 1.46599e+13 1.22078e+13 1.40042e+13 1.1649e+13 1.15585e+13 1.29168e+13
threshold=92.90968070000001 56.228352100000002 56.288960650000007 56.041614100000011 103.8879505 92.02500000000002 50.596941950000009 4.5000000000000009 6.0000000000000009 92.948588300000011 5.5000000000000009 85.020000000000024 56.020150250000007 3.5000000000000004 76.00500000000001 114.05000000000001 56.020150250000007 92.948588300000011 52.516286950000008 9236.5000000000018 55.60524465000001 1.5000000000000002 52.07762420000001 9907.0000000000018 2.5000000000000004 5325.0000000000009 18.500000000000004 56.006509350000009 12544.500000000002 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 4 5 6 -2 -7 10 -10 14 16 13 -9 -8 -14 -12 -18 19 21 28 -6 -21 24 -24 -23 -27 -11 29 -20
right_child=1 2 -4 -5 18 7 8 12 9 27 11 -13 15 -15 -16 -17 17 -19 20 22 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6.4849557995316012 108801.48609374999 -11222.610679805768 -181.47552985952407 2838.6203150777415 -1664.6077968376258 24698.700288085936 -22.713305704189992 -91034.547347359039 36372.110783484786 -5146.3800184199245 -14812.596198262967 58664.834998629383 2231.832829733456 -30449.37793945313 -20441.268232407343 -62400.164257812503 14706.387353969338 -35207.343968126857 -2540.1077957317902 -365.09534940853951 28040.962099914552 -1131.7715945824482 -51505.839267113101 -6384.3819699927681 -141348.24042968752 9568.5112589392284 -40651.973484584269 13436.274687336538 11743.169862795339 -20831.205855265896
leaf_weight=3982649 20 2119 11685 13998 4019 75 12539 92 449 1243 3712 57 136 100 420 48 565 248 649 28254 160 1401 42 852 32 6562 56 463 206 953
leaf_count=3982649 20 2119 11685 13998 4019 75 12539 92 449 1243 3712 57 136 100 420 48 565 248 649 28254 160 1401 42 852 32 6562 56 463 206 953
internal_value=0 -283.334 -1876.36 0.955896 -626.033 -2720.34 -2160.77 -27182.7 -2273.45 7496.58 -3473.74 -11362.5 -37531.4 -59479.8 -684.477 -14628.7 -12244.6 -519.45 351.968 722.866 -7416.17 4339.29 -769.064 -13094.9 -90356.6 7348.35 9143.56 -103.139 -10554 -13421.1
internal_weight=0 91155 13804 77351 63353 20167 19716 451 19696 2155 17541 4582 376 192 12959 184 4525 813 43186 41218 1968 12038 29180 926 74 8019 6618 1706 1808 1602
internal_count=4073804 91155 13804 77351 63353 20167 19716 451 19696 2155 17541 4582 376 192 12959 184 4525 813 43186 41218 1968 12038 29180 926 74 8019 6618 1706 1808 1602
is_linear=0
shrinkage=0.1


Tree=2898
num_leaves=31
num_cat=0
split_feature=6 1 1 1 0 4 7 0 2 4 1 7 1 0 0 5 3 6 1 0 0 4 0 0 0 1 5 2 0 1
split_gain=7.36136e+11 6.39677e+12 9.32941e+12 9.1438e+12 7.67106e+12 7.35562e+12 5.56615e+12 6.341e+12 5.6231e+12 5.15094e+12 1.50442e+13 7.70455e+12 7.41566e+12 6.46874e+12 4.82313e+12 9.84083e+12 7.2297e+12 7.89806e+12 1.23215e+13 9.91737e+12 2.1553e+13 1.80117e+13 2.42836e+13 2.24357e+13 2.11349e+13 1.68351e+13 9.45203e+12 9.18747e+12 1.18566e+13 2.47509e+13
threshold=21.020000000000003 37.978059650000013 37.858952300000006 38.958307950000012 55.660117850000006 15.500000000000002 6.0000000000000009 57.14107305000001 915.50000000000011 12.500000000000002 38.247071200000008 6.0000000000000009 38.109452700000006 45.07004340000001 55.633951400000008 1.5000000000000002 1.5000000000000002 15.450000000000001 37.780517050000007 55.81943720000001 55.850146250000009 14.500000000000002 55.710673100000008 55.702806750000008 55.753967500000009 37.563506350000004 1.5000000000000002 3338.0000000000005 58.603553700000006 37.343102500000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 -4 8 -8 -5 11 12 -3 -11 -12 15 -1 -16 18 19 21 -21 22 -18 -23 -24 -26 -22 28 29 -28
right_child=-2 3 4 6 -6 -7 7 -9 -10 10 13 -13 -14 -15 16 -17 17 -19 -20 20 26 23 24 -25 25 -27 27 -29 -30 -31
leaf_value=3635.1333456109751 3.8538684262006306 8958.1295032127364 10700.15056546119 20094.105780569225 -8394.761943773543 -43468.832213144087 7274.5782363199605 -6345.2109292660125 -763.05463189267471 -16952.175048828125 61772.234303977275 45234.514668126263 -88851.885652043275 1878.89090234375 -14958.962910206637 -18025.688208113046 -118648.25952990302 -4665.9101805671171 66750.64598460478 101342.01222487231 29135.804005891132 94646.851967592607 57731.888699776784 -34268.028515625003 15460.076796875001 -107631.82612500001 -85191.176840049346 -57912.657132273707 26812.216852678575 19370.847421700615
leaf_weight=2186 4040593 1051 31 130 560 131 1764 424 22723 32 22 62 26 100 533 232 29 2644 34 26 123 27 28 27 20 25 38 29 98 56
leaf_count=2186 4040593 1051 31 130 560 131 1764 424 22723 32 22 62 26 100 533 232 29 2644 34 26 123 27 28 27 20 25 38 29 98 56
internal_value=0 -468.879 -3184.68 240.34 -13938.8 -33103.2 -183.087 4635.28 -644.408 8440.68 -7254.11 10978.9 -49183.1 12679.3 -1923.2 1556.84 -4174.93 -2380.96 8407.28 4636.04 13552 -16510.7 -41234.3 30189.4 -10480.8 -52924.3 6916.68 -5449.62 2474.48 -22898.9
internal_weight=0 33211 6877 26334 722 162 25041 2188 22853 1293 180 1113 58 122 6155 2418 3737 3204 560 526 370 156 102 54 73 45 344 221 192 94
internal_count=4073804 33211 6877 26334 722 162 25041 2188 22853 1293 180 1113 58 122 6155 2418 3737 3204 560 526 370 156 102 54 73 45 344 221 192 94
is_linear=0
shrinkage=0.1


Tree=2899
num_leaves=31
num_cat=0
split_feature=4 6 1 5 1 2 5 6 1 2 0 6 5 0 1 0 6 6 2 6 1 1 5 0 1 1 0 0 2 4
split_gain=7.08495e+11 4.83217e+12 1.13364e+13 1.85763e+13 1.12996e+13 2.42706e+13 2.07318e+13 3.27383e+13 1.72707e+13 1.66635e+13 1.91845e+13 2.04225e+13 6.16141e+13 4.03256e+13 2.36274e+13 4.52246e+13 2.22901e+13 1.74426e+13 1.77683e+13 4.19084e+13 3.32999e+13 2.28514e+13 2.15977e+13 3.27616e+13 1.73707e+13 3.66338e+13 3.63968e+13 4.6156e+13 3.36829e+13 4.20167e+13
threshold=5.5000000000000009 47.005000000000003 20.507515800000004 1.5000000000000002 37.897576350000001 2691.5000000000005 1.5000000000000002 37.995000000000012 91.292296250000007 2810.0000000000005 54.947759400000002 39.505000000000003 1.5000000000000002 60.034792100000011 30.157841000000001 60.002985000000002 45.305000000000007 37.705000000000005 75.000000000000014 38.010000000000012 37.534144550000008 37.649344350000007 1.5000000000000002 55.749683450000006 37.442254400000003 37.488790500000007 55.753967500000009 55.676890650000011 75.000000000000014 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 9 6 7 -6 -9 10 -4 17 13 14 16 -16 -13 -12 19 20 -19 -22 -21 -24 -14 26 27 -26 29 -27
right_child=-2 -3 4 -5 5 -7 -8 8 -10 -11 11 12 24 -15 15 -17 -18 18 -20 22 21 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-3243.6493414756969 -26.076656957297004 308.72039425348873 8647.4979359219778 -35630.60075017756 -1361.998844167621 12.918927628359373 -3419.1191912146846 5093.1874244682513 25505.758587768825 -1090.3419782158703 181.35840096754771 -22567.887354995266 -662.14671664741718 71798.7089309562 13212.580968346163 106193.57039725826 56949.653634033202 -5968.3229513888891 -4738.3733074945858 -22495.123702116936 -168454.86816907054 -62749.54894622093 -23584.287480468753 106971.86758323875 18342.656368073975 -46659.884402029886 5266.4654974178393 73683.254418604643 6404.1462013247183 -2306.0186480695606
leaf_weight=759 2928705 479498 3775 231 39228 476194 41524 5393 449 30245 28738 297 18004 117 4019 53 40 45 2296 217 39 43 40 37 504 224 980 215 7304 4591
leaf_count=759 2928705 479498 3775 231 39228 476194 41524 5393 449 30245 28738 297 18004 117 4019 53 40 45 2296 217 39 43 40 37 504 224 980 215 7304 4591
internal_value=0 66.6937 -107.662 -10800.6 -91.7339 -267.121 -1807.1 -321.918 6662.04 877.651 1709.22 1322.92 2937.41 13854.5 12316.8 14422.8 -13129.6 -542.706 -8201.22 -27086.5 -75090.9 -113024 -6349.84 39150.5 1384.69 4051.59 17803.3 34891 2123.7 -4369.42
internal_weight=0 1.1451e+06 665601 990 664611 562788 86594 45070 5842 101823 71578 67803 36348 4526 4409 4072 337 31455 2717 421 127 82 294 77 31822 13818 1699 719 12119 4815
internal_count=4073804 1145099 665601 990 664611 562788 86594 45070 5842 101823 71578 67803 36348 4526 4409 4072 337 31455 2717 421 127 82 294 77 31822 13818 1699 719 12119 4815
is_linear=0
shrinkage=0.1


Tree=2900
num_leaves=31
num_cat=0
split_feature=3 4 5 1 6 6 1 6 5 6 1 6 6 6 6 1 0 0 6 4 0 1 6 6 1 3 5 0 0 0
split_gain=7.2002e+11 7.33508e+12 1.48986e+13 1.85739e+13 3.3591e+13 5.66937e+13 3.59226e+13 3.60525e+13 3.2392e+13 3.27071e+13 4.13787e+13 6.6448e+13 5.1249e+13 1.3509e+14 4.87635e+13 2.8709e+13 5.02004e+13 2.6651e+13 2.37632e+13 2.63546e+13 2.6189e+13 7.59061e+13 6.06583e+13 4.49326e+13 2.36534e+13 2.4038e+13 2.33194e+13 2.40082e+13 2.3019e+13 2.1014e+13
threshold=2.5000000000000004 4.5000000000000009 1.5000000000000002 30.323041000000003 118.04500000000002 120.05000000000001 30.277905650000005 106.49500000000002 2.5000000000000004 74.015000000000015 30.303340300000002 79.015000000000015 106.49500000000002 97.020000000000024 84.810000000000016 30.303340300000002 59.933037250000005 59.950512650000007 86.030000000000015 3.5000000000000004 59.933037250000005 30.315889700000003 69.015000000000015 65.805000000000021 30.303340300000002 3.5000000000000004 4.5000000000000009 59.91832440000001 59.91832440000001 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 15 12 -12 13 14 -11 17 -17 28 19 -8 23 22 -22 -21 25 29 27 -27 -10 -7
right_child=1 -3 3 -5 5 24 8 -9 9 10 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-72.208654229934339 769.85216365382166 53.917162263998627 -1541.9853972346909 -2089.6944847101372 -149147.29675292969 -63806.60442496038 -66103.632599748889 59413.308153339465 153221.91416015624 36004.775806864753 -115504.93500976563 76420.299469259509 -97439.982035405585 169875.75608506947 -84758.095861486494 115947.92268973215 -51116.815540540541 207626.57827785329 99984.468684895837 -1453.5367219623768 -1836.2472750000002 147207.57925000001 -132160.12931250001 113470.83284935141 47065.978841145836 8750.4957303779065 65378.497589760635 -95145.58153645834 35597.564157774395 34198.909780649039
leaf_weight=1031321 38617 2936899 1992 63431 32 138 56 102 28 61 20 184 47 45 74 35 37 23 24 95 125 25 50 53 60 86 47 30 41 26
leaf_count=1031321 38617 2936899 1992 63431 32 138 56 102 28 61 20 184 47 45 74 35 37 23 24 95 125 25 50 53 60 86 47 30 41 26
internal_value=0 24.4768 -794.429 -1696.48 5357.2 -21226.6 8930.7 1427.18 24289.8 39381.7 24919.2 57604.1 -4454.09 19825.6 -30191.2 77390.1 30095.2 114404 3309.22 -2433.87 7811.84 -15786.7 -39071.6 39701.8 -10649.1 -21239.1 5956.84 -18119.2 83329.2 -48269.1
internal_weight=0 3.04248e+06 105584 66967 3536 419 3117 2094 1023 595 431 204 227 180 135 164 72 92 428 404 348 200 175 148 387 327 163 116 69 164
internal_count=4073804 3042483 105584 66967 3536 419 3117 2094 1023 595 431 204 227 180 135 164 72 92 428 404 348 200 175 148 387 327 163 116 69 164
is_linear=0
shrinkage=0.1


Tree=2901
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 4 0 4 0 4 0 3 3 3 3 4 6 3 6 3 0 0 0 4 0 6 3 5 6
split_gain=7.52404e+11 1.55246e+13 8.12882e+13 8.29495e+13 7.19202e+13 5.51562e+13 9.63427e+13 1.5235e+14 9.59097e+13 6.57757e+13 5.94438e+13 5.55684e+13 4.99304e+13 6.7881e+13 5.20634e+13 6.28234e+13 4.53963e+13 5.01461e+13 4.39722e+13 7.52633e+13 4.29663e+13 6.83277e+13 5.66803e+13 6.11307e+13 5.50734e+13 5.32619e+13 5.31557e+13 6.70789e+13 5.18152e+13 4.24322e+13
threshold=37.503969450000007 37.488790500000007 55.812023600000011 55.81943720000001 55.988910100000005 15.500000000000002 17.500000000000004 55.775215600000003 23.500000000000004 55.685785750000008 14.500000000000002 55.676890650000011 5.5000000000000009 13.500000000000002 15.500000000000002 16.500000000000004 3.5000000000000004 71.715000000000018 12.500000000000002 77.565000000000012 16.500000000000004 55.633951400000008 55.60524465000001 55.649510000000014 16.500000000000004 55.579943700000008 36.605000000000011 11.500000000000002 2.5000000000000004 46.805000000000007
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 5 -4 -5 10 20 9 12 11 16 -8 29 -14 -15 -16 17 -3 19 -11 22 -22 25 28 26 -7 -25 -28 -24 -9
right_child=-2 2 3 4 -6 6 7 8 -10 18 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-23.816306271424359 19.908955913389246 18149.280729251881 74217.476754385963 7389.3524965804027 -27344.28782369617 -30879.760022319879 2251.303897118542 6085.9676215277786 -95130.682786651363 85218.582846780657 33764.614616038605 -162310.59940476192 84267.039426491479 -99795.082570043101 119794.48196614583 -72775.636767578122 -7676.4492361222046 148352.57888392857 12636.979695577516 -84434.901293103452 -30526.289500209266 -208637.38064732144 13600.604565429689 70097.439250578711 2084.1588529038704 -79075.308149549703 -129311.14394873905 -11133.682961925828 138223.69477982956 -122371.77545572918
leaf_weight=704272 3354007 191 171 5474 669 1125 897 45 234 266 425 21 88 58 36 32 4267 35 269 29 56 35 138 27 348 288 114 83 44 60
leaf_count=704272 3354007 191 171 5474 669 1125 897 45 234 266 425 21 88 58 36 32 4267 35 269 29 56 35 138 27 348 288 114 83 44 60
internal_value=0 -92.7689 -3220.72 5519.03 3606.7 -9211.68 -17494.1 -1714.04 -46506.1 14999.8 -1981.82 -1513.18 -10837.8 16874.6 -30193.1 29173.2 -5363.13 38313.5 41877.4 68540.8 -31715.7 -99030.6 -28888.9 -6749.23 -22810.6 -40703.1 -61486.3 -79520.6 43729.3 -67318.5
internal_weight=0 719797 15525 6314 6143 9211 4293 2035 553 1482 4918 918 319 214 126 68 4493 226 564 295 2258 91 2167 754 572 1413 224 197 182 105
internal_count=4073804 719797 15525 6314 6143 9211 4293 2035 553 1482 4918 918 319 214 126 68 4493 226 564 295 2258 91 2167 754 572 1413 224 197 182 105
is_linear=0
shrinkage=0.1


Tree=2902
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 0 1 7 7 1 2 1 1 7 5 6 3 0 0 7 0 6 6 0 4 6 0 1 0 1
split_gain=7.22688e+11 4.33738e+12 6.98415e+13 1.09265e+14 5.63679e+13 1.26128e+14 1.64977e+14 2.31781e+14 7.49956e+13 6.01561e+13 4.66009e+13 5.20602e+13 9.73435e+13 8.60072e+13 8.20344e+13 9.64215e+13 6.9598e+13 1.90217e+14 5.26112e+13 4.61203e+13 9.61923e+13 1.50242e+14 7.12067e+13 7.09199e+13 6.78759e+13 6.46723e+13 6.33934e+13 5.72198e+13 1.03427e+14 2.29496e+14
threshold=5.5000000000000009 7.5000000000000009 59.882709350000006 59.91832440000001 59.856552950000008 59.864072000000007 30.323041000000003 6.0000000000000009 6.0000000000000009 30.315889700000003 2865.5000000000005 44.064675150000006 43.932356550000009 6.0000000000000009 1.5000000000000002 61.805000000000007 2.5000000000000004 56.324067350000007 47.222459950000008 6.0000000000000009 59.963561900000009 53.005000000000003 54.410000000000004 60.028671700000011 6.5000000000000009 62.625000000000007 60.05226170000001 30.226173900000003 60.002985000000002 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -2 12 18 14 15 -14 -15 -18 -12 23 21 24 -23 27 -21 -24 -25 28 29 -5
right_child=1 -3 3 19 5 -7 7 -9 -10 -11 11 -13 13 16 -16 -17 17 -19 -20 20 -22 22 25 26 -26 -27 -28 -29 -30 -31
leaf_value=67.358373003223107 -1855.2224623692073 -0.85543362929731992 -35936.824207273894 -78390.899732730264 -38312.234825067935 1514.16522617135 97114.705117187506 436404.84687500005 -152263.96197916669 79603.627154330548 11106.617977019883 8.387759577805685 49382.031810494496 16761.380583079266 3502.0616595403249 277208.81916007999 39090.412495561082 237682.85215871711 -1450.0918645348447 47751.466919921877 -18955.087307642887 227256.64803240742 -5161.5993969298252 53173.691185434342 -52581.039068161233 81683.968549042635 1434.3215759632021 -14783.553312651769 -74077.968854166669 241171.65688565341
leaf_weight=1145099 64355 2805699 1263 38 69 930 125 24 24 116 6324 31728 261 123 876 20 132 76 7064 100 570 27 114 269 207 346 1979 5746 45 55
leaf_count=1145099 64355 2805699 1263 38 69 930 125 24 24 116 6324 31728 261 123 876 20 132 76 7064 100 570 27 114 269 207 346 1979 5746 45 55
internal_value=0 -26.3366 -607.547 -8304.08 130.174 20929.6 71366.5 151765 14048.5 35624.2 -111.264 2296.95 7178.07 31442.3 18583.1 65597.5 76391.2 111653 4481.24 -4628.83 12387.6 34887.9 69425.4 -7483.03 -19899.4 60161.4 7625.55 -13255.3 50377.4 110598
internal_weight=0 2.9287e+06 123006 10759 112247 1288 358 149 209 185 110959 46604 14876 1488 1157 281 331 208 13388 9496 1364 794 487 8132 307 460 2248 5884 138 93
internal_count=4073804 2928705 123006 10759 112247 1288 358 149 209 185 110959 46604 14876 1488 1157 281 331 208 13388 9496 1364 794 487 8132 307 460 2248 5884 138 93
is_linear=0
shrinkage=0.1


Tree=2903
num_leaves=31
num_cat=0
split_feature=2 3 6 0 6 1 0 0 4 6 1 6 4 5 6 0 6 1 0 4 7 4 0 0 0 4 1 4 4 1
split_gain=7.03449e+11 8.70408e+11 1.68755e+12 7.03333e+11 6.86872e+12 1.2177e+13 4.28368e+13 2.15436e+14 9.46489e+13 5.40442e+13 4.46937e+13 3.65186e+13 3.49861e+13 3.41664e+13 3.11288e+13 4.09662e+13 2.93539e+13 2.8099e+13 7.61399e+13 6.19189e+13 5.71321e+13 7.92786e+13 5.93402e+13 5.7598e+13 9.14761e+13 7.76727e+13 1.03504e+14 8.52864e+13 5.26341e+13 4.25509e+13
threshold=15792.500000000002 4.5000000000000009 49.010000000000012 56.115175650000005 36.405000000000008 60.66055595000001 56.83050475000001 56.791379400000004 5.5000000000000009 50.010000000000012 60.770858000000011 99.050000000000011 22.500000000000004 2.5000000000000004 78.605000000000004 56.685611200000004 149.05000000000004 60.605526900000008 56.760749800000006 23.500000000000004 6.0000000000000009 22.500000000000004 56.838524800000009 56.802121050000004 56.850115550000005 16.500000000000004 60.636764050000004 17.500000000000004 15.500000000000002 60.620042600000012
decision_type=2 2 2 2 2 2 2 2 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 17 7 10 -9 -10 11 -7 -8 -12 -15 -16 -14 -6 -19 20 -20 23 -23 -22 25 29 27 -27 -26 -25
right_child=1 -3 -4 4 5 6 12 8 9 -11 13 -13 16 14 15 -17 -18 18 19 -21 21 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=-24.817906302663005 -602.69797851562498 5745.64404296875 -31412.591741943361 -428.39911786899256 216.44912688920996 6154.5652701125073 -47.629395122963643 -2397.2411331954922 -20841.544146300665 -53863.465955794432 -6389.8618680794061 66046.924771822421 12361.819391962308 5094.4400716555192 -4087.1127368290408 -49801.194064930511 -90547.838497488847 -20444.243062951256 4189.7489978176318 -3853.3660953001281 -8430.8332235126254 154963.41691176471 37680.304737569524 124572.65120703125 30405.332656376093 -151933.3128700658 108693.4699197287 5424.1070653832476 -3766.1744776341825 53923.758702905783
leaf_weight=2989263 40 31 32 220902 685968 4825 108468 902 806 1287 12821 104 2747 6461 1570 224 28 1332 23666 8004 908 68 118 100 668 38 91 368 1386 578
leaf_count=2989263 40 31 32 220902 685968 4825 108468 902 806 1287 12821 104 2747 6461 1570 224 28 1332 23666 8004 908 68 118 100 668 38 91 368 1386 578
internal_value=0 -8264.04 -14296 0.208948 69.1957 196.486 -656.314 -4079.3 -29476.8 -41146.9 -1154.27 7418.27 236.027 -3159.11 1858.62 -9795 11323.5 361.84 3033.86 3902.72 6120.72 16691.7 80558 13820.3 20077.3 42331 12301.2 -9303.93 7347.05 64343.9
internal_weight=0 103 72 4.0737e+06 1.08444e+06 863536 140243 29000 2995 2093 26005 4929 111243 21076 8255 1794 2775 723293 37325 35993 27989 4323 186 4137 3229 1175 497 406 2054 678
internal_count=4073804 103 72 4073701 1084438 863536 140243 29000 2995 2093 26005 4929 111243 21076 8255 1794 2775 723293 37325 35993 27989 4323 186 4137 3229 1175 497 406 2054 678
is_linear=0
shrinkage=0.1


Tree=2904
num_leaves=31
num_cat=0
split_feature=6 6 1 2 4 1 0 0 0 1 0 0 0 4 1 0 4 0 0 3 3 3 3 0 4 1 1 0 0 1
split_gain=7.93461e+11 5.10323e+12 7.11654e+12 8.00801e+12 2.58188e+13 1.60655e+13 1.25005e+13 2.04119e+13 3.52774e+13 2.50801e+13 3.49688e+13 1.98313e+13 1.35101e+13 1.17601e+13 1.59034e+13 1.51582e+13 1.51457e+13 1.28361e+13 1.78284e+13 9.63834e+12 9.40704e+12 9.30422e+12 1.47359e+13 1.6063e+13 2.48607e+13 1.18954e+13 1.10555e+13 1.38924e+13 1.28699e+13 9.16551e+12
threshold=39.305000000000007 39.025000000000013 65.493200550000012 75.000000000000014 25.500000000000004 37.618684050000006 55.539595350000006 55.676890650000011 55.728148450000006 37.563506350000004 55.812023600000011 55.60524465000001 55.595177750000005 16.500000000000004 37.503969450000007 55.768246800000007 15.500000000000002 55.759969450000007 55.840017500000009 22.500000000000004 13.500000000000002 9.5000000000000018 7.5000000000000009 55.806294650000005 13.500000000000002 37.649344350000007 37.71815560000001 55.850146250000009 55.696737300000009 37.71815560000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -9 13 -11 12 -8 14 -10 -16 -17 20 -19 -6 -15 22 23 25 -25 -7 27 -23 -28 -27
right_child=-2 2 -4 -5 19 21 7 8 9 10 -12 -13 -14 17 15 16 -18 18 -20 -21 -22 26 -24 24 -26 29 28 -29 -30 -31
leaf_value=50.942217258543131 -25.884647067146915 -33180.703224311445 8281.1038354870125 -103.00550235503033 54234.038139364173 53933.81439302885 26944.074873943722 -112334.99062500001 1875.1246810493119 146316.0945033482 15816.100243506495 58730.449533351464 -25665.552695312501 12361.194658954328 -123425.64817708333 22877.785993303572 -84208.459125000008 -58318.962072172624 17220.442960745389 -4884.210029871324 97426.968539663474 -49445.681386718752 -54876.762904743984 9974.1515907689154 -102301.73289348325 -41101.436908830918 -4170.2759006809547 45057.531175595243 46409.823781950581 4719.9831919043963
leaf_weight=1030267 3031103 59 1615 8889 146 39 196 26 109 28 77 158 65 26 24 28 25 42 122 34 26 60 83 38 41 56 111 21 92 198
leaf_count=1030267 3031103 59 1615 8889 146 39 196 26 109 28 77 158 65 26 24 28 25 42 122 34 26 60 83 38 41 56 111 21 92 198
internal_value=0 75.246 2089.03 1164.71 7003.41 3293.99 11485.7 14253.9 1271.13 7097.08 50616.1 30768.9 13842.1 -4269.83 -22701.4 -57491.5 -27634.6 11601.8 -2125.01 43067.3 54894.1 -7912.8 -16777.6 -8277.04 -48295.6 2512.95 6289.68 -24944.8 18752.7 -5382.38
internal_weight=0 1.0427e+06 12434 10819 1930 1750 1011 952 533 507 105 419 261 402 186 77 53 216 164 180 52 739 455 372 79 293 284 81 203 254
internal_count=4073804 1042701 12434 10819 1930 1750 1011 952 533 507 105 419 261 402 186 77 53 216 164 180 52 739 455 372 79 293 284 81 203 254
is_linear=0
shrinkage=0.1


Tree=2905
num_leaves=31
num_cat=0
split_feature=6 5 0 6 0 1 3 4 1 6 3 0 3 0 6 1 0 3 6 4 4 7 0 2 2 0 0 0 4 6
split_gain=7.28542e+11 5.11365e+12 1.88588e+13 2.04093e+13 2.16658e+13 3.23352e+13 6.00613e+13 4.57952e+13 2.94499e+13 2.52541e+13 3.76713e+13 2.21397e+13 3.83803e+13 7.26957e+13 2.92139e+13 2.18862e+13 2.17932e+13 2.10178e+13 1.86227e+13 6.09248e+13 3.66316e+13 3.34604e+13 4.37847e+13 6.87121e+13 2.47317e+13 4.08808e+13 1.85754e+13 3.21775e+13 3.6806e+13 2.45092e+13
threshold=87.395000000000024 2.5000000000000004 45.067157700000003 125.02000000000002 55.014210500000011 50.136929700000003 8.5000000000000018 22.500000000000004 39.723160900000003 118.04500000000002 6.5000000000000009 51.307150200000002 2.5000000000000004 54.73499850000001 104.01000000000001 82.963919600000011 54.724612400000005 1.5000000000000002 138.05000000000004 29.500000000000004 6.5000000000000009 6.0000000000000009 56.818587550000011 2911.0000000000005 4829.0000000000009 56.309668500000008 47.22829500000001 47.207933300000008 14.500000000000002 105.00500000000001
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 17 9 -9 11 -11 26 14 -14 -13 16 -8 -7 19 20 24 22 23 -22 25 -5 27 29 -29 -4
right_child=1 -3 3 18 -6 6 15 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=10.601827643610001 3248.9588437009115 -28.473496217089224 -22308.185917797426 -121596.36343513257 -2681.0332919516018 27777.653230503627 -59357.683379402806 19429.154699707033 164284.462359375 -94241.431268475513 38603.712851562501 -18153.022042846682 27181.221157291777 -119129.62973090279 -140700.81200284092 -22773.573972072849 -128872.15255779109 -19705.032531249781 1480.0794270821116 -129871.09140625001 287873.48550441576 -40696.814343750004 46054.109004453858 62714.208759469708 53129.531985294125 22386.745089285716 -29397.432621672757 88578.542317708343 -23775.300116714167 43775.499524688727
leaf_weight=3832905 5620 220480 456 33 9956 112 118 32 25 74 30 168 599 36 22 77 73 556 1457 23 23 25 107 33 51 49 479 72 49 64
leaf_count=3832905 5620 220480 456 33 9956 112 118 32 25 74 30 168 599 36 22 77 73 556 1457 23 23 25 107 33 51 49 479 72 49 64
internal_value=0 -168.684 -1682.65 -3555.45 -4937.8 -12323.8 -27788.8 -5450.5 82962.2 -7910.01 -55920.7 -5342.85 7088.19 18886.4 -32342.8 -67781.5 -85926 -11743.9 6421.07 27348.5 38613.4 67026.7 83548.8 155190 -1549.8 -35557.7 -14499.6 -3366.98 43079.9 -14174.8
internal_weight=0 240899 20419 14799 12998 3042 936 2106 57 2049 104 1945 825 635 190 268 191 668 1801 344 321 188 163 56 133 82 1120 641 121 520
internal_count=4073804 240899 20419 14799 12998 3042 936 2106 57 2049 104 1945 825 635 190 268 191 668 1801 344 321 188 163 56 133 82 1120 641 121 520
is_linear=0
shrinkage=0.1


Tree=2906
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 6 1 6 6 1 4 5 6 6 6 6 4 6 0 6 6 3 6 6 6 3 4 3 3 1
split_gain=7.14534e+11 1.10367e+13 5.34763e+13 7.19659e+13 9.07457e+13 1.23655e+14 7.07482e+13 6.83292e+13 6.40275e+13 6.15214e+13 6.67859e+13 5.65469e+13 5.34567e+13 4.48769e+13 9.00444e+13 3.75979e+13 3.55566e+13 4.02174e+13 3.754e+13 2.97989e+13 6.71599e+13 4.57347e+13 3.10219e+13 3.06357e+13 4.83452e+13 4.8561e+13 3.57678e+13 3.3609e+13 4.34168e+13 2.92086e+13
threshold=45.022979600000006 45.00849250000001 39.079932600000006 39.029038350000008 13.500000000000002 66.50500000000001 38.989878900000008 95.045000000000016 68.515000000000015 38.958307950000012 15.500000000000002 1.5000000000000002 168.45000000000002 138.05000000000004 134.05000000000004 134.05000000000004 23.500000000000004 57.005000000000003 45.015054600000006 90.045000000000016 71.715000000000018 1.5000000000000002 78.010000000000005 103.03500000000001 110.01500000000001 10.500000000000002 17.500000000000004 13.500000000000002 3.5000000000000004 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -4 16 15 -7 -5 14 19 -11 17 -6 -19 20 21 -12 29 -21 25 -25 -27 28 -26 -22
right_child=-2 2 8 12 6 11 7 -9 -10 10 13 -13 -14 -15 -16 -17 -18 18 -20 23 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=60.54225675698347 11.551135081524279 -3526.3223261038693 -4862.7620528622383 6534.9262939650234 2887.1058096902416 171241.6945591518 -24573.187376282949 -91613.104096856187 -28476.716642208852 -41217.98843718916 147546.07265625001 27499.296114009445 159165.14877717392 121258.52608963818 -189592.24591619321 60746.589218750007 31543.130271957863 -151131.01826388889 -51914.983281011962 -46532.149639233925 133351.85824173328 898.99101402737131 34792.788862773661 -3214.7601404989923 -141705.333984375 232329.34953124999 67112.924629934219 -141460.60198863636 19561.849357982672 35316.389980884313
leaf_weight=257666 3785809 6974 6491 9909 114 28 1807 166 1395 377 22 1212 23 38 22 40 66 45 250 139 86 638 177 62 20 20 38 22 101 47
leaf_count=257666 3785809 6974 6491 9909 114 28 1807 166 1395 377 22 1212 23 38 22 40 66 45 250 139 86 638 177 62 20 20 38 22 101 47
internal_value=0 -151.844 -1956.22 532.867 -4512.53 1647.35 -16287.5 -30213.6 -9039.97 -4464.74 3781.83 30745.1 6888.38 14037.7 11114.8 -31437.2 -36565.6 -47556.3 -67049.6 14333.2 23820.6 5787.23 62214.4 -8559.45 11509.8 58313 124084 -27765.7 -7093.88 98707.7
internal_weight=0 287995 30329 22443 12511 8214 4297 1973 7886 2324 1849 1240 9932 1432 1394 417 475 409 295 1372 970 660 310 402 263 120 58 143 121 133
internal_count=4073804 287995 30329 22443 12511 8214 4297 1973 7886 2324 1849 1240 9932 1432 1394 417 475 409 295 1372 970 660 310 402 263 120 58 143 121 133
is_linear=0
shrinkage=0.1


Tree=2907
num_leaves=31
num_cat=0
split_feature=3 4 0 4 5 7 0 1 5 6 6 1 6 0 0 3 6 0 6 6 4 3 3 1 0 7 4 0 4 1
split_gain=6.83813e+11 4.42437e+12 7.09881e+12 1.51368e+13 1.34254e+13 2.18648e+13 5.89884e+12 1.24501e+13 1.89115e+13 1.04098e+13 9.42176e+12 1.31674e+13 2.89457e+13 1.63989e+13 8.92781e+12 7.49612e+12 8.52554e+12 7.07848e+12 7.07663e+12 6.55583e+12 1.62938e+13 6.57441e+12 5.82315e+12 1.1443e+13 1.29123e+13 1.28556e+13 2.9025e+13 1.95653e+13 2.67331e+13 9.6776e+12
threshold=22.500000000000004 27.500000000000004 55.539595350000006 35.500000000000007 2.5000000000000004 6.0000000000000009 45.047736150000013 38.977585500000011 4.5000000000000009 42.405000000000008 48.025000000000013 39.069277450000008 91.02500000000002 45.015054600000006 45.022979600000006 24.500000000000004 118.04500000000002 45.040161900000008 43.905000000000008 65.805000000000021 24.500000000000004 23.500000000000004 24.500000000000004 37.343102500000008 55.649510000000014 6.0000000000000009 28.500000000000004 55.79439725000001 31.500000000000004 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 17 12 13 -12 -14 16 -16 18 -11 21 -21 -15 23 -4 -25 26 -26 28 -28 -29
right_child=1 2 22 -5 5 -7 -8 8 -10 10 11 -13 14 19 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-4.148841267339483 -23771.45188685826 9530.9639807368276 -14660.898456255869 -60994.93958333334 136229.49495442709 24306.747869873048 -477.15707860142152 29948.095637719525 95681.658563701931 43207.173135653415 118032.28757019044 -8873.0013202883165 -48638.11216517858 47439.237109375004 68774.235706018517 -38461.265185546879 -9311.9301724137931 -61642.358568548392 -19733.760241313736 6871.9243990384612 118826.00408653845 -18764.51766276042 478.10846540860922 -11229.635823921535 131184.3610405816 8499.5377324806286 -12644.175491898148 -37602.469420855974 114894.62760765439 17907.553139303189
leaf_weight=4032453 112 255 233 24 24 64 29218 184 26 22 32 212 42 30 27 24 29 31 95 26 26 30 8651 276 27 1417 27 46 42 99
leaf_count=4032453 112 255 233 24 24 64 29218 184 26 22 32 212 42 30 27 24 29 31 95 26 26 30 8651 276 27 1417 27 46 42 99
internal_value=0 404.585 2103.31 15781.1 21153.2 54831.1 -225.271 7538.02 11732.6 9037.92 2891.8 9718.27 24535.4 54898.8 -11303.4 8297.35 28336.8 -19155.8 -7898.71 36860.6 62849 14337.4 1639.29 6274.93 8797.19 12131 33482.5 21155.7 64988.1 297.477
internal_weight=0 41351 11185 367 343 88 30166 948 836 810 626 478 266 144 122 80 56 148 117 112 52 60 10818 2167 1934 1658 241 214 69 145
internal_count=4073804 41351 11185 367 343 88 30166 948 836 810 626 478 266 144 122 80 56 148 117 112 52 60 10818 2167 1934 1658 241 214 69 145
is_linear=0
shrinkage=0.1


Tree=2908
num_leaves=31
num_cat=0
split_feature=6 6 7 1 4 0 3 3 6 4 6 1 0 6 5 0 1 1 4 6 1 4 4 6 4 4 2 0 4 6
split_gain=6.75793e+11 5.95245e+12 8.31166e+12 8.69695e+12 5.25237e+12 1.04943e+13 9.36342e+12 1.84993e+13 1.00943e+13 9.18911e+12 6.77874e+12 5.69153e+12 1.07442e+13 5.56464e+12 8.09826e+12 1.63504e+13 1.43537e+13 1.48413e+13 2.13484e+13 1.84464e+13 2.22451e+13 1.64276e+13 1.50326e+13 1.3734e+13 1.0633e+13 1.52674e+13 1.0251e+13 2.37593e+13 1.51889e+13 1.46931e+13
threshold=39.005000000000003 39.025000000000013 6.0000000000000009 83.002084650000015 33.500000000000007 55.806294650000005 8.5000000000000018 15.500000000000002 31.995000000000001 37.500000000000007 37.310000000000009 37.755233900000007 55.858844800000007 37.310000000000009 1.5000000000000002 59.933037250000005 30.362494150000003 30.303340300000002 15.500000000000002 35.57500000000001 30.330566300000005 7.5000000000000009 14.500000000000002 36.405000000000008 12.500000000000002 16.500000000000004 2851.5000000000005 43.472751400000007 2.5000000000000004 15.450000000000001
decision_type=2 2 2 2 2 2 2 2 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 13 6 10 -8 -9 -10 -6 12 -7 14 -1 26 17 -17 19 20 21 -19 -21 -20 -18 -26 27 -16 -28 -30
right_child=1 -3 3 -5 5 11 7 8 9 -11 -12 -13 -14 -15 15 16 24 18 23 22 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=32.550479487563706 -7868.2770219980048 -15.305801175306613 1935.710308074129 -4546.0934035136397 -24797.866190732762 70636.90681152344 28031.831037055119 22741.422189670138 -68516.719189453128 -15765.629940445699 -93171.778044181046 -5422.2204867590781 368.82020299574907 579.61102750241662 29008.893390290632 5334.4864334132908 5350.8599742487013 -62166.243496817129 22670.470134156141 64564.596136833636 100263.20554809571 29299.217256673175 163190.08367187501 -36245.916008522727 -45472.184298270091 -1179.1055013020834 1776.7313973557718 -626.80384868299973 3683.6253846478085 -6256.414265333985
leaf_weight=803442 2196 3043537 4639 3738 29 32 72 27 72 61 29 247 68 180631 276 579 948 27 141 68 32 72 20 55 112 255 4080 13630 1679 13010
leaf_count=803442 2196 3043537 4639 3738 29 32 72 27 72 61 29 247 68 180631 276 579 948 27 141 68 32 72 20 55 112 255 4080 13630 1679 13010
internal_value=0 -23.5342 -2392.16 -956.612 70.4879 -9007.13 -23047.3 -14062.9 -33005.6 -44322.6 -58984.8 2726.72 22854.6 76.1622 -32.3012 -1521.68 6610.83 15679.4 30112.5 51569.3 27782.3 4354.09 86979.5 6137.81 -244.062 -14696.3 -2096.37 -38.6079 -3620.97 -5120.24
internal_weight=0 3.05411e+06 10573 8377 1.01969e+06 637 290 232 160 133 58 347 100 1.01906e+06 838426 34984 2309 994 415 219 131 99 88 196 1315 367 32675 13906 18769 14689
internal_count=4073804 3054110 10573 8377 1019694 637 290 232 160 133 58 347 100 1019057 838426 34984 2309 994 415 219 131 99 88 196 1315 367 32675 13906 18769 14689
is_linear=0
shrinkage=0.1


Tree=2909
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 7 4 5 7 4 3 3 5 4 6 3 6 5 6 4 6 6 4 6 3 0 4 4 6
split_gain=6.82277e+11 3.35958e+13 4.03653e+13 3.46713e+13 4.05832e+13 5.95687e+13 4.76957e+13 1.06454e+14 2.77093e+13 2.55296e+13 5.14368e+13 2.28948e+13 3.36547e+13 2.5688e+13 2.72016e+13 2.10768e+13 1.69362e+13 1.60508e+13 1.40658e+13 3.06486e+13 3.35345e+13 2.531e+13 3.01616e+13 2.77302e+13 2.19032e+13 2.46055e+13 3.90823e+13 2.25761e+13 2.07462e+13 4.21693e+13
threshold=60.605526900000008 60.620042600000012 56.791379400000004 56.838524800000009 55.015000000000008 56.83050475000001 6.0000000000000009 26.500000000000004 4.5000000000000009 6.0000000000000009 23.500000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 5.5000000000000009 91.02500000000002 5.5000000000000009 57.995000000000012 2.5000000000000004 81.02500000000002 5.5000000000000009 110.01500000000001 120.05000000000001 29.500000000000004 130.05000000000004 7.5000000000000009 56.818587550000011 15.500000000000002 19.500000000000004 77.565000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 11 -8 18 -2 17 12 15 14 -13 -7 -4 -11 28 -20 -21 23 -23 -22 -24 26 -26 -28 -6 -30
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 19 20 21 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-27.190369465725578 -3692.1453123013375 3.4447344437847849 -5679.4773783180935 3629.8980932296904 47492.026896754323 -7008.404341264205 299513.82568750001 -10015.61109375 -47983.41019405242 -27974.803308897754 27589.128031198605 -76439.719188343399 175207.22591145834 95501.733445945953 33946.705304574272 119353.13786399149 14456.481562524252 -121361.74990079366 -7815.5552737758017 -88554.687250000017 52624.440878811904 -42606.513723958342 107893.23263739224 -16279.750471047795 -33827.253095703127 -26565.853571428575 179581.6904296875 35724.973554687502 22090.473168179717 -128089.22765625
leaf_weight=2826208 2815 1232124 935 8604 369 33 25 20 62 26 57 33 30 37 69 22 755 63 433 25 414 90 29 68 30 77 24 20 287 20
leaf_count=2826208 2815 1232124 935 8604 369 33 25 20 62 26 57 33 30 37 69 22 755 63 433 25 414 90 29 68 30 77 24 20 287 20
internal_value=0 61.595 4692.43 7177.3 14989.4 23887.8 67998.6 161945 17796.5 -5806.8 -46579.1 49125.4 90008.3 24125 -1766.55 43536.2 3316.17 -94080.2 19959 13504 25384.8 29172.7 4660.7 42903.5 28294.3 13007.1 54184.4 114192 31512.9 12306.8
internal_weight=0 1.2476e+06 15472 12511 3907 2217 269 45 1948 2961 146 224 85 139 102 55 1690 89 1886 1210 777 752 270 482 180 151 74 44 676 307
internal_count=4073804 1247596 15472 12511 3907 2217 269 45 1948 2961 146 224 85 139 102 55 1690 89 1886 1210 777 752 270 482 180 151 74 44 676 307
is_linear=0
shrinkage=0.1


Tree=2910
num_leaves=31
num_cat=0
split_feature=4 7 5 6 2 6 4 6 1 0 0 3 1 0 6 3 3 4 4 4 1 1 4 0 0 6 6 6 6 3
split_gain=6.85286e+11 5.24888e+12 2.15118e+13 5.03311e+13 5.23847e+13 3.98788e+13 3.07665e+13 5.54279e+13 5.02156e+13 4.42e+13 4.37687e+13 4.28298e+13 4.21221e+13 3.70091e+13 4.6792e+13 4.67321e+13 3.25014e+13 3.19776e+13 4.0043e+13 1.9562e+14 5.21751e+13 3.89657e+13 4.27038e+13 3.06258e+13 2.9712e+13 3.99995e+13 4.8627e+13 3.93623e+13 2.92536e+13 2.84645e+13
threshold=19.500000000000004 6.0000000000000009 1.5000000000000002 57.715000000000011 75.000000000000014 38.995000000000012 22.500000000000004 54.010000000000012 37.682335600000009 55.649510000000014 55.579943700000008 12.500000000000002 37.71815560000001 55.676890650000011 48.025000000000013 8.5000000000000018 11.500000000000002 31.500000000000004 27.500000000000004 26.500000000000004 37.46219940000001 37.740454950000007 23.500000000000004 55.568628050000008 44.601833250000006 55.805000000000007 53.005000000000003 52.990000000000002 52.330000000000005 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 6 -2 7 8 13 -9 16 12 -10 23 15 -15 -8 18 19 21 -20 -12 -23 -4 25 26 27 -6 -16 -5
right_child=1 -3 3 29 24 -7 10 9 11 -11 17 -13 -14 14 28 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.891086591211016 1020.3041477170824 148.32903207671379 119085.32849609375 -6278.8436529151404 23091.118794008184 -3412.1782600670954 -52529.844992975603 43068.527448756722 -186582.85976562501 -33073.517120895202 46789.768105953422 51066.351500355115 -17498.003147977939 213485.14909598214 -2713.1137735172197 60858.104399725737 20621.455188551685 -4075.3606817336313 -59861.127873883932 -194581.5105046453 110017.512265625 104489.72798549107 -31942.8883304626 -12809.575738732994 2283.0540055850106 136181.88470643942 -62405.411961206904 132853.92718955592 73792.171683038454 -32.624892309061373
leaf_weight=3599339 33200 293394 20 8193 233 52230 114 93 26 423 947 33 34 35 98 47 130 210 21 37 130 28 127 147 17666 33 58 38 102 66618
leaf_count=3599339 33200 293394 20 8193 233 52230 114 93 26 423 947 33 34 35 98 47 130 210 21 37 130 28 127 147 17666 33 58 38 102 66618
internal_value=0 -112.965 -536.347 493.795 4841.24 -1689.62 17561.5 4108.04 26441 -19350.2 25723.1 -40439.8 -90768.1 40293.8 62387.3 126004 -13555.8 32112.5 38003.5 31588.6 86392 39182.3 -7297 2986.22 2864.19 31224.2 20696.6 38482.2 36304.6 -716.686
internal_weight=0 474465 181071 95641 20830 85430 2802 1058 542 516 1744 93 60 449 282 82 244 1500 1290 1139 151 1102 155 167 18028 362 329 271 200 74811
internal_count=4073804 474465 181071 95641 20830 85430 2802 1058 542 516 1744 93 60 449 282 82 244 1500 1290 1139 151 1102 155 167 18028 362 329 271 200 74811
is_linear=0
shrinkage=0.1


Tree=2911
num_leaves=31
num_cat=0
split_feature=3 6 4 4 1 6 6 6 5 2 6 3 6 0 0 1 4 1 7 6 0 0 1 1 3 6 0 2 4 6
split_gain=6.97726e+11 3.6336e+12 1.43255e+13 5.71672e+13 1.88453e+13 1.87868e+13 1.67297e+13 1.56997e+13 2.06735e+13 3.34535e+13 3.3439e+13 2.79828e+13 4.45173e+13 4.77719e+13 2.88967e+13 1.71452e+13 1.72571e+13 2.28177e+13 1.61454e+13 2.85662e+13 1.90417e+13 2.37138e+13 1.56189e+13 2.11871e+13 1.47766e+13 1.42644e+13 1.71188e+13 4.10645e+13 1.59665e+13 3.48832e+13
threshold=17.500000000000004 57.410000000000004 29.500000000000004 31.500000000000004 37.517483500000004 114.05000000000001 91.02500000000002 59.505000000000003 1.5000000000000002 75.000000000000014 65.00500000000001 23.500000000000004 78.605000000000004 55.007293000000011 59.963561900000009 37.740454950000007 22.500000000000004 30.205407000000005 6.0000000000000009 58.605000000000011 55.622114900000007 60.01610465000001 37.563506350000004 37.401708450000008 32.500000000000007 66.010000000000005 55.806294650000005 75.000000000000014 30.500000000000004 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 7 5 6 25 24 15 9 10 -9 14 13 -13 -11 16 17 -3 19 -19 -20 -22 23 -21 -5 26 -4 -28 29 -27
right_child=1 2 3 4 -6 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 -18 18 20 22 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=7.9940702451305263 198.00921174182497 88606.249245689658 -8220.5480978212418 4091.8557364616495 -4002.2319183757086 -45216.077784455134 58810.701515151515 11514.601322115384 -1075.8631465470123 6588.3126337466038 170404.38541666669 -4173.046497691761 -6671.8595703125002 180119.42097355772 -82745.347065304493 -175.16786092752102 -16611.143591177657 -50183.247484188993 -74140.910625000004 45698.842360432944 27872.653840746912 -37413.573052619489 73016.989799107148 -69431.007094254033 46617.55059925426 81063.221125456577 144049.52639508931 -2230.212167008197 46524.850114094646 7547.5745839360361
leaf_weight=3927269 86944 29 219 1143 4269 39 66 26 47159 506 27 22 62 39 39 2196 2051 147 25 33 306 68 35 31 88 77 28 61 401 399
leaf_count=3927269 86944 29 219 1143 4269 39 66 26 47159 506 27 22 62 39 39 2196 2051 147 25 33 306 68 35 31 88 77 28 61 401 399
internal_value=0 -214.248 -815.737 3507.92 -794.949 23074.7 9761.64 -1371.74 -818.933 15986.3 92458.5 9918.88 53001.6 113653 195.629 -6750.42 -12049.2 1832.83 -2068.61 -22218.1 10354.4 16002.4 19306 -10067.2 7131.87 25322.2 6808.58 43790.4 31824.2 19439.8
internal_weight=0 146535 59591 6790 5566 1224 1297 52801 47880 721 53 668 123 61 545 4921 2725 674 645 246 399 374 99 64 1231 1185 308 89 877 476
internal_count=4073804 146535 59591 6790 5566 1224 1297 52801 47880 721 53 668 123 61 545 4921 2725 674 645 246 399 374 99 64 1231 1185 308 89 877 476
is_linear=0
shrinkage=0.1


Tree=2912
num_leaves=31
num_cat=0
split_feature=0 1 1 6 4 3 6 6 4 5 4 3 4 4 3 6 6 7 6 4 3 1 4 3 5 4 4 6 4 5
split_gain=6.98908e+11 1.91224e+13 3.08868e+13 2.3629e+13 2.31949e+13 7.77341e+13 3.88257e+13 3.12058e+13 2.70373e+13 3.74842e+13 3.05121e+13 2.54852e+13 4.56926e+13 3.51599e+13 2.87909e+13 9.31804e+13 9.93843e+13 2.423e+13 2.40997e+13 2.75969e+13 2.19324e+13 3.44381e+13 2.68027e+13 2.52348e+13 3.75278e+13 3.99969e+13 3.70424e+13 3.80199e+13 3.48561e+13 2.63436e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 39.810000000000009 3.5000000000000004 2.5000000000000004 57.995000000000012 100.05000000000001 7.5000000000000009 3.5000000000000004 8.5000000000000018 8.5000000000000018 14.500000000000002 19.500000000000004 11.500000000000002 69.015000000000015 84.00500000000001 6.0000000000000009 68.515000000000015 12.500000000000002 5.5000000000000009 38.011626600000007 6.5000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 4.5000000000000009 83.010000000000005 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 -3 5 6 -5 -8 9 20 -10 12 18 14 15 -13 -17 -14 -12 -20 21 -6 -22 26 25 28 27 29 -25 -23
right_child=-2 2 -4 4 8 -7 7 -9 10 -11 11 13 17 -15 -16 16 -18 -19 19 -21 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-12187.97904742494 7.9290815937019179 -11194.77522453959 -367.15081418819733 95191.17927707982 -29979.757216282895 234536.04007812502 -100457.35092773438 56423.966369047623 41961.246870936593 -118717.37718750001 -2693.0727929802933 -16482.88627873563 -37034.30791341146 140734.68321659483 -24501.151413574218 283289.35438058036 27143.164932528412 -159720.81534090909 20030.4409828061 118623.84655827703 -47142.080197897521 45358.154947024828 9263.4007870976802 -60430.832201086952 122827.18484375 2210.3906801676885 -2282.3746563288173 -65122.455965909096 69593.807456471826 151926.56631433824
leaf_weight=1322 3929793 551 138313 37 209 20 32 21 454 25 423 87 60 29 80 28 33 22 122 37 170 73 167 23 40 362 1016 22 199 34
leaf_count=1322 3929793 551 138313 37 209 20 32 21 454 25 423 87 60 29 80 28 33 22 122 37 170 73 167 23 40 362 1016 22 199 34
internal_value=0 -216.37 -105.454 8166.04 10955 56209.7 16581.6 -38296.8 9615.03 3075.51 20744.1 10285.3 -63.6899 37023.5 23832.1 49958.2 144718 -69950.2 9782.86 42973.6 4390.77 8408.39 -19190.4 12943.8 29122.6 22704.5 4126.69 54604.3 56122.8 79221
internal_weight=0 144011 142689 4376 3825 110 90 53 3715 2340 1375 921 664 257 228 148 61 82 582 159 2315 1978 337 1769 624 584 1145 129 222 107
internal_count=4073804 144011 142689 4376 3825 110 90 53 3715 2340 1375 921 664 257 228 148 61 82 582 159 2315 1978 337 1769 624 584 1145 129 222 107
is_linear=0
shrinkage=0.1


Tree=2913
num_leaves=31
num_cat=0
split_feature=0 0 6 2 0 1 4 6 4 1 4 7 4 0 4 4 4 3 6 6 1 4 4 1 3 6 1 1 6 6
split_gain=7.06947e+11 2.11207e+13 3.23705e+13 2.1071e+13 1.95017e+13 2.89985e+13 4.59484e+13 5.82155e+13 4.89534e+13 2.88626e+13 2.31419e+13 2.28577e+13 4.61486e+13 8.08926e+13 4.43326e+13 3.44671e+13 2.59704e+13 2.43858e+13 2.2742e+13 3.02699e+13 2.33449e+13 3.18775e+13 2.86896e+13 2.24284e+13 2.23311e+13 2.22541e+13 2.17946e+13 3.24215e+13 2.95598e+13 3.25841e+13
threshold=55.390026600000006 55.348830750000012 122.65000000000002 8574.5000000000018 55.539595350000006 37.318079750000003 12.500000000000002 49.010000000000012 16.500000000000004 86.169282750000022 14.500000000000002 6.0000000000000009 6.5000000000000009 55.520061350000013 3.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 51.015000000000008 58.755000000000003 37.475446350000006 15.500000000000002 3.5000000000000004 37.401708450000008 2.5000000000000004 37.005000000000003 39.178027400000005 37.740454950000007 104.01000000000001 116.05000000000001
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 6 11 10 24 18 -8 15 14 17 -13 -2 -16 -14 20 -20 21 22 -7 -23 -9 -17 27 28 -21 -30
right_child=4 2 -4 -5 -6 9 7 8 -10 -11 -12 12 13 -15 16 25 -18 -19 19 26 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=12.651388550240943 -2479.6688956144958 3871.9109285514564 78254.878771551725 -25626.628192486027 14.064306897279176 15463.063087293838 60517.828632127195 21400.776538711943 23342.81343385977 21584.64397317906 -7329.1835850388788 -24786.342945197612 168305.15363281252 -62189.595806226767 125659.51672207448 -14638.357742859887 -490.29084375000002 12145.4619140625 -9739.03716721614 -2228.640093066379 -249.97555116611511 13219.488340238468 -33376.853119884123 -38650.671833984372 106168.03121680964 23196.815640690111 -9760.2239314294366 8919.2699215866869 -65412.570983114121 -2152.7051603044783
leaf_weight=2105847 2975 15471 58 246 1889658 144 57 39 279 495 426 85 20 269 47 183 25 20 8546 10327 29680 501 730 100 153 1033 3259 2805 158 168
leaf_count=2105847 2975 15471 58 246 1889658 144 57 39 279 495 426 85 20 269 47 183 25 20 8546 10327 29680 501 730 100 153 1033 3259 2805 158 168
internal_value=0 39.9595 3685.39 3410.2 -43.4277 -1781.01 5077.82 25071.6 50087 -2457.21 677.607 982.046 -20028.1 -42459.5 24120.4 3318.18 81857.5 90225.3 -2668.15 -4897.75 -860.209 -13139.3 -25330 4588.85 88949.7 17502.9 -2422.8 -645.969 -3164.56 -32812.4
internal_weight=0 2.12162e+06 15775 15717 1.95218e+06 62524 5611 954 471 56913 483 4657 466 309 157 4191 72 40 56418 25263 31155 1475 874 601 192 1216 16717 13458 10653 326
internal_count=4073804 2121622 15775 15717 1952182 62524 5611 954 471 56913 483 4657 466 309 157 4191 72 40 56418 25263 31155 1475 874 601 192 1216 16717 13458 10653 326
is_linear=0
shrinkage=0.1


Tree=2914
num_leaves=31
num_cat=0
split_feature=1 1 6 4 0 6 0 6 6 0 3 4 4 6 4 1 0 5 3 0 4 3 3 3 4 1 4 0 6 1
split_gain=7.25444e+11 9.15364e+12 1.5609e+13 4.1875e+13 4.07751e+13 7.4032e+13 5.3172e+13 5.42369e+13 4.43812e+13 6.03257e+13 5.9754e+13 3.8215e+13 3.63337e+13 3.55188e+13 3.43222e+13 3.07527e+13 3.55833e+13 3.4646e+13 3.10112e+13 3.095e+13 3.06911e+13 5.08898e+13 2.53446e+13 2.50323e+13 2.25492e+13 3.22466e+13 2.31329e+13 3.04502e+13 2.99159e+13 2.88749e+13
threshold=50.298521650000005 49.111590500000005 98.020000000000024 5.5000000000000009 55.759969450000007 99.050000000000011 55.768246800000007 156.15000000000003 189.00000000000003 54.86311005000001 11.500000000000002 22.500000000000004 22.500000000000004 120.05000000000001 6.5000000000000009 49.147669400000005 55.812023600000011 2.5000000000000004 3.5000000000000004 53.506098950000009 25.500000000000004 7.5000000000000009 15.500000000000002 4.5000000000000009 6.5000000000000009 49.230435000000007 10.500000000000002 55.743464250000009 116.05000000000001 49.176406850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 7 -7 9 11 24 -5 22 20 -10 16 23 -17 -18 -19 21 -13 -12 -4 -11 26 27 29 -28 -26
right_child=-2 2 3 4 5 6 -8 -9 14 10 12 13 -14 -15 -16 17 18 19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-13.468595500290569 -52.671251870913103 1036.6357667913896 47319.99070330926 -7696.2361230422139 -79028.697780384216 -37583.999184417728 -6194.7379949168944 -188393.69631535458 -167663.72054332387 105804.46862877156 90026.666377314832 -64305.457055664068 15695.803831129808 156201.72687500002 -31522.200363915603 -94532.567767857152 33657.336235010902 36474.790866815478 -100153.75511853449 -16962.14036780766 -87861.748413085938 105979.69935664425 225815.23325892861 142206.06562500002 -40581.781677576015 91489.025350765311 2322.1700387137275 -45230.365214416059 88902.820592867953 72477.761365167025
leaf_weight=2339440 1592627 135640 212 1702 173 288 2294 26 22 29 27 26 26 25 117 35 43 210 29 224 20 54 28 32 37 49 112 137 62 58
leaf_count=2339440 1592627 135640 212 1702 173 288 2294 26 22 29 27 26 26 25 117 35 43 210 29 224 20 54 28 32 37 49 112 137 62 58
internal_value=0 33.8088 814.146 -4135.58 -7321.43 -15679.7 -11477.4 -50071.4 1862.38 5054.51 33611.7 -3776.81 113107 49590.2 -53069.8 17422.7 41535.6 1176.01 -20238.8 8894.44 22937.3 50637 159155 59764.1 20307.8 14858.6 5610.05 -15062 33172.7 28444
internal_weight=0 2.48118e+06 141737 6097 5312 2781 2608 314 2531 2392 565 1827 81 125 139 785 316 469 72 434 100 80 55 244 484 455 406 232 174 95
internal_count=4073804 2481177 141737 6097 5312 2781 2608 314 2531 2392 565 1827 81 125 139 785 316 469 72 434 100 80 55 244 484 455 406 232 174 95
is_linear=0
shrinkage=0.1


Tree=2915
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 4 1 1 6 0 1 6 1 1 6 1 4 6 5 0 1 1 4 3 6 0 7 3 1 6
split_gain=6.86753e+11 1.57865e+13 1.56863e+13 1.58191e+13 2.8701e+13 1.27545e+13 1.17926e+13 2.0767e+13 2.49808e+13 1.11431e+13 2.00944e+13 2.15292e+13 2.12368e+13 4.29523e+13 2.76703e+13 2.63667e+13 6.55587e+13 5.79223e+13 3.52889e+13 2.30942e+13 2.9257e+13 2.59833e+13 2.25349e+13 2.14187e+13 2.34601e+13 2.6979e+13 2.81607e+13 2.73585e+13 2.32555e+13 2.39758e+13
threshold=55.214863500000007 55.303261650000003 61.025000000000006 37.780517050000007 37.924401400000008 3.5000000000000004 61.273924650000005 37.924401400000008 83.010000000000005 55.123213100000008 61.511492200000006 72.50500000000001 59.999510900000011 39.178027400000005 67.00500000000001 38.430814800000007 11.500000000000002 37.995000000000012 1.5000000000000002 55.161746650000005 37.600779750000008 37.442254400000003 18.500000000000004 1.5000000000000002 43.010000000000012 55.173955500000005 6.0000000000000009 16.500000000000004 61.400814300000008 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=9 2 3 -2 5 -5 7 8 -4 -1 12 -12 13 15 -15 19 -17 18 -18 20 21 22 -11 -14 -25 27 28 -26 29 -27
right_child=1 -3 6 4 -6 -7 -8 -9 -10 10 11 -13 23 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-10.274051373623282 -17955.043526868289 -16.436732326335207 -10839.471576443953 53073.94983398437 -1613.1501154138928 13913.821112668646 -5890.135325401865 -30242.225518091647 70141.281399601066 -19935.28851437039 -1967.8398846685382 -22646.975569124043 -2573.9910653691604 -11156.087695069677 -48850.512430294431 -3018.4363705204983 105856.59508384147 134603.47468293426 -3688.8195880596454 -10417.872923720963 -31192.046127041904 11102.932276477311 40615.51731672015 240.50360406996708 7725.7988921895158 5513.5251611959138 -5484.3712280629652 -14645.032058832156 -3540.3334259353092 -30495.154833723263
leaf_weight=1980158 557 1983143 201 120 11615 271 2814 561 47 504 10053 530 8564 2164 214 408 41 77 104 1691 220 2432 70 24146 17794 16540 4198 564 3816 187
leaf_count=1980158 557 1983143 201 120 11615 271 2814 561 47 504 10053 530 8564 2164 214 408 41 77 104 1691 220 2432 70 24146 17794 16540 4198 564 3816 187
internal_value=0 -41.8227 -3152.17 -1480.39 -716.077 25932.3 -8949.16 -19589.6 4507.69 40.3077 1102.26 -3003.46 1621.17 -3304.38 -14548.3 1515.88 20776.9 64508.8 27286.1 -951.971 4009.85 6586.17 -12551 2136.08 2735.94 4133.99 1978.81 7038.52 3503.93 5110.97
internal_weight=0 1.99933e+06 16186 12563 12006 391 3623 809 248 2.07448e+06 94317 10583 83734 7925 2378 5547 630 222 145 4917 3226 3006 574 75809 67245 43099 24741 18358 20543 16727
internal_count=4073804 1999329 16186 12563 12006 391 3623 809 248 2074475 94317 10583 83734 7925 2378 5547 630 222 145 4917 3226 3006 574 75809 67245 43099 24741 18358 20543 16727
is_linear=0
shrinkage=0.1


Tree=2916
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 6 6 4 0 0 0 4 6 6 6 3 6 4 6 5 0 5 6 3 6 3 4 1 1 0
split_gain=7.14318e+11 3.32855e+13 6.33571e+13 1.26176e+14 4.6167e+13 5.88596e+13 8.57214e+13 4.07578e+13 1.21584e+14 6.38553e+13 1.01781e+14 8.22409e+13 5.45368e+13 1.00186e+14 1.21835e+14 5.3605e+13 4.55854e+13 4.14461e+13 4.00598e+13 6.44267e+13 3.89797e+13 3.89424e+13 3.27729e+13 4.69005e+13 3.17452e+13 2.99351e+13 4.23099e+13 2.98866e+13 3.44702e+13 3.90809e+13
threshold=39.939672500000007 40.024897700000004 15.500000000000002 11.500000000000002 6.0000000000000009 38.205000000000005 34.905000000000008 6.5000000000000009 57.634352600000007 43.472751400000007 44.601833250000006 3.5000000000000004 70.00500000000001 80.720000000000013 101.02000000000002 2.5000000000000004 90.045000000000016 7.5000000000000009 75.605000000000004 2.5000000000000004 57.634352600000007 3.5000000000000004 77.565000000000012 13.500000000000002 112.00500000000001 1.5000000000000002 4.5000000000000009 39.843340650000009 39.873894000000007 57.60122925000001
decision_type=2 2 2 2 2 2 2 2 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 7 -5 6 -6 9 17 11 -11 15 25 18 16 -2 -15 -9 -14 -20 24 -10 -4 -24 -12 -13 -27 -1 29 -29
right_child=1 -3 22 4 5 -7 -8 8 21 10 20 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-17.786906084294888 -32222.89993189057 -6.4035094047972807 -26663.082689842635 1540.8669093476467 20067.57049107143 34352.85238022056 241390.15375000003 -100274.52509097452 -4839.3482272189349 -85604.845790596257 -12715.79609196104 47900.305358420803 88057.359648437501 -18859.677369791669 123130.52640269886 32806.086883285985 -203762.40970052083 -32075.00995007265 94929.659312855118 339805.5904761905 4886.1151528697073 95485.11134815705 -10467.970197188855 -175792.51435810814 -98546.124928977282 -9273.6950281684458 25816.18531301869 2271.1064301725105 665.37791355639945 12638.143917000329
leaf_weight=1883763 547 2128175 655 407 35 669 35 95 4882 163 2088 262 60 30 44 165 24 1437 22 21 2025 39 32 37 44 592 819 8962 31556 6119
leaf_count=1883763 547 2128175 655 407 35 669 35 95 4882 163 2088 262 60 30 44 165 24 1437 22 21 2025 39 32 37 44 592 819 8962 31556 6119
internal_value=0 -39.739 -4698.21 -3257.18 28586.6 43481.8 130729 -5988.89 -11703 -649.575 -8089.31 11778.8 22771 71987.4 -391.275 -17153 -101039 -36304.1 140853 214520 -5049.85 -4044.25 -33568.5 -99120.3 -14487.2 16857.9 11093.9 44.1239 2544.83 6477.45
internal_weight=0 2.1434e+06 15229 14505 1146 739 70 13359 6453 6906 4320 2586 1874 201 98 712 54 1532 103 43 4157 4921 724 69 2132 1673 1411 1.9304e+06 46637 15081
internal_count=4073804 2143404 15229 14505 1146 739 70 13359 6453 6906 4320 2586 1874 201 98 712 54 1532 103 43 4157 4921 724 69 2132 1673 1411 1930400 46637 15081
is_linear=0
shrinkage=0.1


Tree=2917
num_leaves=31
num_cat=0
split_feature=4 5 6 6 4 2 0 0 7 3 4 1 1 2 2 1 1 6 6 0 4 6 0 2 3 3 4 0 0 0
split_gain=6.86588e+11 1.14154e+13 3.67897e+13 3.11321e+13 4.03565e+13 9.1809e+13 9.79068e+13 9.33606e+13 4.23402e+13 4.00094e+13 3.90711e+13 3.81608e+13 1.00431e+14 2.87733e+13 3.38454e+13 3.25099e+13 4.08633e+13 3.63647e+13 7.11813e+13 4.49488e+13 6.26236e+13 9.67488e+13 5.84634e+13 1.01057e+14 5.96087e+13 3.33814e+13 3.28174e+13 3.12212e+13 2.98502e+13 3.07945e+13
threshold=14.500000000000002 2.5000000000000004 70.00500000000001 54.990000000000002 15.500000000000002 75.000000000000014 59.982409200000006 59.990753350000013 6.0000000000000009 3.5000000000000004 16.500000000000004 37.442254400000003 37.46219940000001 9613.5000000000018 3062.5000000000005 37.682335600000009 37.543519500000009 57.995000000000012 62.010000000000012 55.749683450000006 23.500000000000004 65.00500000000001 55.568628050000008 75.000000000000014 13.500000000000002 15.500000000000002 25.500000000000004 57.113979900000011 54.998919050000005 54.962581500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 -9 -3 -5 -13 14 15 16 -6 -18 -19 22 25 -22 -20 24 -24 -21 -17 -16 29 -15
right_child=1 2 -4 4 13 6 7 9 -10 -11 -12 12 -14 28 27 26 17 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-26.751533722614226 -83.975479303739917 -22040.124944073625 195.76458900432505 -36325.103340517242 4133.6388145048204 -19063.542875380877 240007.63042279414 137029.00504557294 17119.990269652411 -26289.49658203125 2435.0109023557193 267009.85752314812 62803.674966718048 9605.7768106888743 -6379.9538744748997 11167.916734352046 62223.210536295577 -76898.106436035858 -24970.823058518632 -33361.030718097652 -120546.43072916668 73146.245498191711 47564.861875041737 219929.50312500002 -51071.624343467622 -112919.26867055085 -12553.268659241692 11229.549875948287 8197.0943541947236 54997.516502219754
leaf_weight=2859571 987360 994 195843 29 5953 541 34 24 804 40 1897 27 223 294 5632 7854 60 176 260 497 33 118 234 28 83 59 630 1226 2976 304
leaf_count=2859571 987360 994 195843 29 5953 541 34 24 804 40 1897 27 223 294 5632 7854 60 176 260 497 33 118 234 28 83 59 630 1226 2976 304
internal_value=0 63.001 702.648 3901.8 4917.07 19750 9597 106096 2565.87 34954.9 -5980.17 72261.9 84857.9 3950.18 2644.75 5166 369.854 -14104.2 -17181.9 -9171.19 -26293.4 30816.1 10837.8 37823.9 21738.9 -41803.4 9406.44 -3231.91 12293.8 32681.2
internal_weight=0 1.21423e+06 226873 31030 28139 1722 1443 98 1345 64 2891 279 250 26417 22843 15985 7501 1548 1488 1312 707 151 605 345 317 556 8484 6858 3574 598
internal_count=4073804 1214233 226873 31030 28139 1722 1443 98 1345 64 2891 279 250 26417 22843 15985 7501 1548 1488 1312 707 151 605 345 317 556 8484 6858 3574 598
is_linear=0
shrinkage=0.1


Tree=2918
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 6 5 3 6 6 1 0 1 4 4 3 3 4 4 6 6 6 1 6 6 1 1 4 5 1
split_gain=7.08019e+11 6.42063e+12 1.86569e+13 1.79215e+13 2.99261e+13 5.95897e+13 3.99898e+13 4.51737e+13 2.52096e+13 2.41969e+13 3.00476e+13 3.21465e+13 3.15547e+13 2.87181e+13 2.26702e+13 2.05487e+13 2.49433e+13 6.35257e+13 1.98256e+13 1.81283e+13 2.45783e+13 2.53998e+13 3.59206e+13 2.07912e+13 1.79873e+13 2.31052e+13 2.25026e+13 1.52986e+13 1.51356e+13 4.27175e+13
threshold=54.94110555000001 54.86311005000001 37.401708450000008 14.500000000000002 81.02500000000002 96.050000000000011 2.5000000000000004 5.5000000000000009 84.810000000000016 88.00500000000001 82.991167100000027 54.932051950000009 83.117716000000016 24.500000000000004 17.500000000000004 4.5000000000000009 14.500000000000002 16.500000000000004 16.500000000000004 134.05000000000004 120.05000000000001 108.05000000000001 83.00362155000002 118.04500000000002 84.810000000000016 82.895858600000011 52.061190950000004 11.500000000000002 3.5000000000000004 83.050033500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 27 14 15 13 -13 -12 -5 -11 17 -17 -18 20 21 -7 -23 -24 -9 26 -26 -6 29 -21
right_child=-2 2 3 9 5 19 7 24 -10 10 11 12 -14 -15 -16 16 18 -19 -20 28 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=18.084564655768016 -28.55869577122823 -6796.6422400073006 1832.1150781158271 -4261.5688991817506 6023.8513015747076 -12238.571362527038 26576.844273132552 31549.096933593755 -45505.159931848408 -60754.006103946471 174489.29125000001 -127935.57781250001 47573.458891369053 23474.329711914062 10076.95392487505 -18880.981872965494 -137934.92501953125 150889.02881944444 -31449.695408048563 18251.544279233869 -34465.303924560547 2844.3961733546403 85717.816495028412 -26066.3761328125 100671.80971283784 122852.17705166106 -15872.859980468749 106222.15804687502 9454.6285528079243 186324.893125
leaf_weight=1254637 2772653 2736 34205 5098 64 549 538 60 94 170 20 20 21 34 1407 120 20 27 139 62 224 330 99 20 37 111 30 20 239 20
leaf_count=1254637 2772653 2736 34205 5098 64 549 538 60 94 170 20 20 21 34 1407 120 20 27 139 62 224 330 99 20 37 111 30 20 239 20
internal_value=0 60.8564 1214.55 1715.23 2603.63 13172.2 32818.7 42624.4 -9929.86 -2892.74 -22630.2 28718.4 -38040.7 79405.8 -1160.22 -32878.4 -17391.9 12301.3 -44844.1 1025.23 -4530.13 2188.79 19829.4 66930.6 78900 94861 48487.6 29880.6 22173.7 59245
internal_weight=0 1.30115e+06 46514 43778 36702 2497 954 776 178 7076 571 95 41 54 6505 476 306 147 159 1543 1222 998 449 119 238 178 67 84 321 82
internal_count=4073804 1301151 46514 43778 36702 2497 954 776 178 7076 571 95 41 54 6505 476 306 147 159 1543 1222 998 449 119 238 178 67 84 321 82
is_linear=0
shrinkage=0.1


Tree=2919
num_leaves=31
num_cat=0
split_feature=6 4 4 6 1 4 3 6 1 1 0 1 1 3 1 1 7 6 0 6 0 6 0 4 6 1 4 6 3 4
split_gain=7.00617e+11 4.44771e+12 1.78393e+13 2.24688e+13 1.41855e+13 1.03281e+13 1.29449e+13 1.373e+13 1.03936e+13 2.06363e+13 9.98642e+12 9.28484e+12 1.67617e+13 8.73485e+12 8.3516e+12 1.7588e+13 7.07344e+12 6.4683e+12 6.34492e+12 5.31027e+12 5.26964e+12 5.24517e+12 4.18365e+12 2.27081e+13 1.13375e+13 1.63986e+13 2.38625e+13 1.21246e+13 1.35115e+13 1.04309e+13
threshold=34.010000000000012 30.500000000000004 31.500000000000004 22.940000000000005 37.488790500000007 27.500000000000004 8.5000000000000018 21.020000000000003 37.618684050000006 37.755233900000007 55.858844800000007 37.401708450000008 37.517483500000004 12.500000000000002 37.401708450000008 37.488790500000007 6.0000000000000009 33.585000000000008 55.834019500000004 32.805000000000007 60.064438250000002 27.215000000000003 44.046956350000009 22.500000000000004 30.025000000000002 40.965343750000009 12.500000000000002 30.425000000000001 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 5 3 -3 -5 22 14 -8 10 -10 16 13 18 -4 -7 -16 -9 19 -13 -15 -12 -6 23 24 -1 26 27 -26 -29 -28
right_child=-2 2 11 4 21 6 7 8 9 -11 20 12 -14 17 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-817.75453001874325 -16.402652384458104 -45995.749790736612 22034.552662592352 96975.813854720749 62221.426870265153 9048.8250919117654 -69797.614486799561 80272.506510416672 -98973.111368815109 -1382.7725948864036 -27168.230612257055 23971.032750509512 542.90232568710087 -50991.893887246624 -108946.09342830883 -26742.358153856985 18415.596011513157 -68352.791620463715 70209.122929687495 -7295.8946969168528 29726.403891782411 13007.478392392113 57.252376479371492 90137.179384428891 47610.743520346849 -1480.9922807082403 -42971.817846679689 10030.150464792398 76349.445161290336 -5068.2436231645333
leaf_weight=8675 3522711 28 46 47 33 34 29 36 24 223 41 115 992 37 34 111 38 31 40 112 27 63 533594 29 91 2625 88 3404 31 415
leaf_count=8675 3522711 28 46 47 33 34 29 36 24 223 41 115 992 37 34 111 38 31 40 112 27 63 533594 29 91 2625 88 3404 31 415
internal_value=0 104.849 5464.49 35922.6 51962.5 89.7912 -13056 -3419.92 1528.55 -10865.2 23086.7 1671.09 5321.35 -16854.8 -35558.2 -46017.7 48508.1 -26793.2 35903.4 -18146.6 -4577.71 29924.8 104.088 1731.32 1564.07 4669.31 8676.4 11583.1 10628.7 -11699.5
internal_weight=0 551093 1544 171 143 549549 597 418 389 247 142 1373 1147 226 179 145 74 180 155 149 68 96 548952 15358 15329 6654 4029 3526 3435 503
internal_count=4073804 551093 1544 171 143 549549 597 418 389 247 142 1373 1147 226 179 145 74 180 155 149 68 96 548952 15358 15329 6654 4029 3526 3435 503
is_linear=0
shrinkage=0.1


Tree=2920
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 6 6 3 4 6 4 3 6 1 5 4 6 4 4 6 3 7 4 6 6 3 6 3 6 4
split_gain=7.34577e+11 1.53981e+13 2.52375e+13 2.00993e+13 2.09354e+13 2.14393e+13 1.99039e+13 1.85582e+13 4.5786e+13 2.60971e+13 2.56316e+13 3.03444e+13 6.32381e+13 9.00861e+13 2.45805e+13 1.99104e+13 1.85565e+13 1.80495e+13 2.24484e+13 1.8507e+13 2.4487e+13 1.7728e+13 1.75972e+13 2.46391e+13 2.68429e+13 2.51151e+13 2.40744e+13 2.63555e+13 2.07112e+13 2.00742e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 11.500000000000002 10.500000000000002 66.990000000000023 45.305000000000007 8.5000000000000018 14.500000000000002 77.565000000000012 19.500000000000004 11.500000000000002 69.015000000000015 38.011626600000007 3.5000000000000004 4.5000000000000009 104.01000000000001 8.5000000000000018 7.5000000000000009 44.605000000000011 4.5000000000000009 6.0000000000000009 7.5000000000000009 118.04500000000002 49.010000000000012 4.5000000000000009 49.010000000000012 1.5000000000000002 120.05000000000001 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 6 4 5 -1 17 8 14 -10 11 12 -9 -14 22 -16 -11 18 19 20 -3 -7 23 24 25 -8 -24 -28 29 -29
right_child=-2 2 -4 -5 -6 21 7 10 9 16 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=-471.30401430467418 8.1288922492871354 13000.435643364708 -358.84853963276538 -58913.514840177217 70788.931699810608 -22779.38214134115 56645.589970649467 -9505.2003665647644 -163710.82966308595 15457.83957589286 126693.07893318965 -22509.99449169304 -10746.336207932693 234992.13629464284 1643.5492317708333 -117916.76177884615 -96072.172475961546 -28717.93800499132 38041.586898643094 -37942.540422712053 -26126.456887151548 -102667.28343750001 -14314.109381009615 110526.23155570653 1383.4681670470686 -9192.6220543715535 -25189.089937279932 65005.15292161674 -52006.178255208331 27781.706909112057
leaf_weight=802 3929793 586 138313 82 33 375 182 69 20 35 29 79 26 35 30 26 26 225 152 133 220 30 130 23 1567 85 71 242 24 361
leaf_count=802 3929793 586 138313 82 33 375 182 69 20 35 29 79 26 35 30 26 26 225 152 133 220 30 130 23 1567 85 71 242 24 361
internal_value=0 -221.822 -122.292 -10964.6 -7793.74 -9942.23 7354.59 11777.4 9515.79 -64581.1 38593.6 26369.2 56072.8 130251 11705.4 -53866.6 -32079.5 -2929.44 2389 -3382.24 2320.64 -28697 13073.1 7667.27 6377.33 35685.9 25196.9 32555.7 39094.6 42720.5
internal_weight=0 144011 142689 1322 1240 1207 4376 3060 2822 81 238 209 130 61 2741 56 61 1316 1091 939 806 405 2685 1857 1834 267 828 698 627 603
internal_count=4073804 144011 142689 1322 1240 1207 4376 3060 2822 81 238 209 130 61 2741 56 61 1316 1091 939 806 405 2685 1857 1834 267 828 698 627 603
is_linear=0
shrinkage=0.1


Tree=2921
num_leaves=31
num_cat=0
split_feature=2 2 6 4 4 6 0 0 6 3 6 6 6 4 3 5 3 3 7 6 6 6 6 5 6 4 1 5 6 4
split_gain=7.25605e+11 7.78331e+12 1.15964e+13 5.34782e+12 5.82233e+12 6.56118e+12 1.01212e+13 6.81592e+12 6.71684e+12 9.02893e+12 7.06412e+12 4.55901e+12 1.3975e+13 5.91414e+12 4.06273e+12 3.51218e+12 7.56927e+12 3.37814e+12 4.96707e+12 6.88312e+12 1.07885e+13 1.23783e+13 1.25207e+13 1.099e+13 1.58334e+13 1.14864e+13 1.1675e+13 9.06469e+12 8.00244e+12 1.25158e+13
threshold=10180.500000000002 10876.500000000002 50.995000000000012 3.5000000000000004 8.5000000000000018 94.02500000000002 48.179569850000007 56.520242650000007 122.65000000000002 4.5000000000000009 108.05000000000001 114.05000000000001 103.03500000000001 13.500000000000002 13.500000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 6.0000000000000009 78.605000000000004 93.050000000000011 91.02500000000002 86.030000000000015 3.5000000000000004 95.045000000000016 4.5000000000000009 44.628646350000004 3.5000000000000004 85.020000000000024 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 6 -5 15 10 -10 -7 12 -6 -13 17 16 -8 -3 19 -19 21 22 27 24 -22 -26 -27 28 29 -21
right_child=1 14 3 4 11 8 7 -9 9 -11 -12 13 -14 -15 -16 -17 -18 18 -20 20 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.7093090071506092 -1640.8732498230975 1040.5117498816533 -14347.756286477481 -4031.2318540219912 7616.0140113691195 38850.443489583333 71842.043504115514 -13042.958960700758 58186.633778889984 -31599.450334821428 115575.7315625 4530.8162273297994 80327.398929398158 -63636.803632812509 -24304.977455559332 24847.607404279279 1442.6658482142857 -1114.8699289493618 2932.0902773054295 6107.4823455028054 97358.893559337812 -55265.614313239028 12247.409979437598 -14140.847338867188 -58812.499479166669 -15995.062169630983 26666.253540280788 4034.0360107421875 -60584.85207229873 -33470.080428834946
leaf_weight=4042576 1476 14568 85 162 1259 30 56 33 24 21 20 35 27 20 69 111 21 9408 2415 117 21 74 161 257 24 94 202 127 59 252
leaf_count=4042576 1476 14568 85 162 1259 30 56 33 24 21 20 35 27 20 69 111 21 9408 2415 117 21 74 161 257 24 94 202 127 59 252
internal_value=0 480.183 5011.76 10168.9 11314.6 20790.7 14955.8 28873.8 44314.9 16286.5 69540.6 7936.8 9142.61 -20257.4 -69.828 36231.6 52642.2 -9.63057 -1167.64 -2084.73 -8658.5 -16329 -12304.8 1474.73 13243.6 7723.59 13118.4 -19427.2 -26388.8 -20921.1
internal_weight=0 31228 3380 1904 1819 478 383 221 95 45 50 1341 1286 55 27848 188 77 27779 13211 10796 1388 790 716 598 341 320 296 555 428 369
internal_count=4073804 31228 3380 1904 1819 478 383 221 95 45 50 1341 1286 55 27848 188 77 27779 13211 10796 1388 790 716 598 341 320 296 555 428 369
is_linear=0
shrinkage=0.1


Tree=2922
num_leaves=31
num_cat=0
split_feature=2 4 3 6 3 3 6 6 4 5 7 4 7 7 4 1 6 3 0 6 6 4 5 6 4 3 6 3 6 6
split_gain=6.97288e+11 2.49698e+12 6.23262e+12 2.57242e+12 7.53149e+12 1.04667e+13 1.201e+13 1.01704e+13 6.52613e+12 1.73414e+13 1.59721e+13 7.31651e+12 4.90265e+12 4.737e+12 5.63088e+12 8.17038e+12 7.34767e+12 1.34245e+13 6.84992e+12 5.14796e+12 4.40202e+12 7.93836e+12 5.76576e+12 8.77236e+12 5.1573e+12 5.63706e+12 4.24119e+12 7.72217e+12 7.81193e+12 6.8311e+12
threshold=11703.500000000002 16.500000000000004 10.500000000000002 122.65000000000002 7.5000000000000009 5.5000000000000009 156.15000000000003 168.45000000000002 7.5000000000000009 3.5000000000000004 6.0000000000000009 5.5000000000000009 6.0000000000000009 6.0000000000000009 9.5000000000000018 41.912736000000002 94.02500000000002 5.5000000000000009 44.046956350000009 118.04500000000002 112.00500000000001 8.5000000000000018 2.5000000000000004 99.050000000000011 6.5000000000000009 8.5000000000000018 84.810000000000016 4.5000000000000009 104.01000000000001 86.030000000000015
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 3 -3 13 5 8 -7 12 11 10 -10 -5 -6 14 18 -16 -17 -18 26 20 22 -22 23 -15 -24 -26 -2 29 -29 -28
right_child=1 2 -4 4 7 6 -8 -9 9 -11 -12 -13 -14 19 15 16 17 -19 -20 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-2.4823957659596854 -563.8797903930847 65439.593359375001 -11692.21328125 -5497.8963461779676 91083.057050781266 -81581.530578911013 2505.5668103448279 -21747.319463900862 50498.635767663043 68287.177197265628 -54083.613525390625 -50632.508802688957 22673.974005681819 2770.4692228945228 41386.535026041674 -12112.845357214072 82235.542936197919 -7398.9007670454557 3839.0528557089619 34480.035725054826 -47485.656814159047 15833.158752441406 6079.4143303622041 -62239.904091680626 31747.62356194912 -11321.284168836806 -45694.887143342392 -2993.8815802045865 48170.363563939143 -11202.066567011605
leaf_weight=4059190 5865 20 22 218 20 41 29 29 23 40 40 43 22 1789 33 813 24 55 4132 57 44 36 379 21 195 36 69 139 38 342
leaf_count=4059190 5865 20 22 218 20 41 29 29 23 40 40 43 22 1789 33 813 24 55 4132 57 44 36 379 21 195 36 69 139 38 342
internal_value=0 689.511 25037.2 619.335 -6393.06 -11332.5 -46745.4 23800.2 -4522.33 16792.3 -15902.8 -12933.9 55249.7 871.077 6.15183 -7475.97 -9283.67 19831.8 659.998 4764.43 4086.91 -18992.2 4849.86 2016.21 13257.9 25035.6 -1375.62 -9472.33 7990.53 -16992.8
internal_weight=0 14614 42 14572 505 434 70 71 364 103 63 261 42 14067 11510 925 892 79 10585 2557 2500 80 2420 1810 610 231 6453 588 177 411
internal_count=4073804 14614 42 14572 505 434 70 71 364 103 63 261 42 14067 11510 925 892 79 10585 2557 2500 80 2420 1810 610 231 6453 588 177 411
is_linear=0
shrinkage=0.1


Tree=2923
num_leaves=31
num_cat=0
split_feature=1 1 1 4 4 7 6 6 5 0 6 0 4 6 6 1 6 3 6 3 6 0 0 1 6 3 6 6 6 3
split_gain=6.82112e+11 8.45126e+12 1.43245e+13 3.23095e+13 6.1425e+13 1.15045e+14 6.71427e+13 6.47513e+13 5.66974e+13 5.39e+13 4.05711e+13 4.12695e+13 4.96519e+13 3.68132e+13 3.61885e+13 6.59264e+13 4.90545e+13 4.40757e+13 4.34586e+13 3.41347e+13 3.36707e+13 2.7332e+13 2.64053e+13 2.63134e+13 3.27794e+13 2.55709e+13 2.32118e+13 3.7329e+13 2.16989e+13 2.04185e+13
threshold=50.213874250000011 49.111590500000005 49.176406850000006 5.5000000000000009 8.5000000000000018 6.0000000000000009 76.00500000000001 98.020000000000024 1.5000000000000002 55.775215600000003 85.020000000000024 55.759969450000007 3.5000000000000004 77.565000000000012 134.05000000000004 49.147669400000005 114.05000000000001 5.5000000000000009 149.05000000000004 4.5000000000000009 88.00500000000001 55.768246800000007 55.834019500000004 49.147669400000005 99.050000000000011 1.5000000000000002 93.050000000000011 78.605000000000004 72.020000000000024 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 7 8 21 -7 -8 13 -12 -13 -3 15 17 19 29 -16 -17 -14 -5 26 24 -22 -26 27 28 -23 -9
right_child=-2 2 -4 4 -6 6 9 14 -10 -11 11 12 20 -15 18 16 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-10.018903217356893 -50.67682340960377 -4201.8041872558206 218.84156043544033 -32571.448251793034 3185.4989371973411 110224.10088045635 145491.92799479168 -115507.98646850587 283425.2386574074 -44978.200620993593 -101885.00155273438 132495.98575581398 120681.98928931452 -50443.219844081039 91810.586267755687 -112043.50726562501 167093.06519886365 -161486.64529389882 -16266.149047214676 66585.976115085767 -28779.330930223656 42746.737763354657 -73354.268675595245 -73029.957244318182 -37056.060898437507 49081.46035234689 110762.23929332386 -6623.1409686511079 117057.59695675872 -24932.846763392859
leaf_weight=2339440 1607797 6301 95243 61 22966 63 24 32 27 39 25 43 31 177 55 20 22 42 115 23 102 456 21 33 40 249 44 158 43 112
leaf_count=2339440 1607797 6301 95243 61 22966 63 24 32 27 39 25 43 31 177 55 20 22 42 115 23 102 456 21 33 40 249 44 158 43 112
internal_value=0 33.0405 828.942 2684 4407.05 25080.7 106760 14701.2 162184 27581.8 -3302.26 23489.3 29783.2 -5465.27 -16925.3 -41053.9 45640.8 -71350.4 18699.9 -16497.5 20076.3 31706 37136.6 12720.7 19957.9 37159.3 40446.6 35737.5 49150.3 -45060.7
internal_weight=0 2.46601e+06 126567 31324 24323 1357 153 1204 90 63 7001 523 498 6478 421 251 65 186 170 43 455 783 722 424 391 289 701 657 499 144
internal_count=4073804 2466007 126567 31324 24323 1357 153 1204 90 63 7001 523 498 6478 421 251 65 186 170 43 455 783 722 424 391 289 701 657 499 144
is_linear=0
shrinkage=0.1


Tree=2924
num_leaves=31
num_cat=0
split_feature=1 6 6 1 1 0 4 4 6 1 3 3 6 0 1 4 0 0 0 4 5 6 4 0 6 6 3 4 4 6
split_gain=7.15948e+11 1.00559e+13 2.71302e+13 4.26201e+13 3.79215e+13 2.92125e+13 2.90114e+13 2.17231e+13 2.00681e+13 1.76142e+13 2.45632e+13 2.3962e+13 2.21827e+13 2.20372e+13 2.99164e+13 5.72478e+13 5.78835e+13 5.36558e+13 9.41157e+13 9.40955e+13 6.18103e+13 5.78405e+13 4.25483e+13 5.32009e+13 4.89273e+13 5.92134e+13 4.3704e+13 3.99862e+13 3.50596e+13 3.10064e+13
threshold=65.534455000000023 52.990000000000002 56.205000000000005 82.958608050000009 82.941727000000014 55.030407050000001 19.500000000000004 17.500000000000004 55.805000000000007 65.574968200000015 21.500000000000004 20.500000000000004 89.00500000000001 57.100506200000005 65.559704250000024 19.500000000000004 57.174562350000009 57.14107305000001 57.125462300000009 13.500000000000002 3.5000000000000004 120.05000000000001 15.500000000000002 57.113979900000011 66.990000000000023 98.020000000000024 11.500000000000002 16.500000000000004 8.5000000000000018 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 4 7 6 8 -3 -6 10 11 13 -12 -4 15 16 17 18 21 -20 -19 29 26 24 -24 -26 -16 -21 -22 -15
right_child=1 2 9 -5 5 -7 -8 -9 -10 -11 12 -13 -14 14 22 -17 -18 20 19 27 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-24.345058545235919 354.90755193810668 -5966.0459314780446 -15745.686685413033 -394.12400837252386 17561.058414966639 -26825.678259764652 -44770.574205102392 6992.233686132543 -11611.612613360674 -147.23600947997474 -1539.1024414062501 -57620.360021033652 139756.41968749999 12059.812068832383 16617.599290675975 -40224.992384823068 -21607.932345873076 20557.050678581698 -31248.25121865634 30996.075306608534 12598.79417246943 -54911.737729687506 7656.3791491104876 7554.4972300550889 -56082.588022141965 108940.8453804348 -19581.72809926351 -43758.1826171875 -39257.715037602524 63194.740934826084
leaf_weight=3046425 565544 12069 591 31541 418 1503 161 1449 541 397548 20 65 25 2014 4534 340 951 2673 1491 426 230 125 267 1559 398 23 360 86 301 126
leaf_count=3046425 565544 12069 591 31541 418 1503 161 1449 541 397548 20 65 25 2014 4534 340 951 2673 1491 426 230 125 267 1559 398 23 360 86 301 126
internal_value=0 72.1889 -274.017 -2532.86 -6712.15 -17715.8 -5490.56 -4577.04 1103.9 -13.9526 3177.05 2976.56 76958.4 3215.34 3919.94 4.73802 1628.64 4586.08 -2756.09 -18547.2 14366.5 11208.4 8724.44 -2667.34 -25829.9 -47067.1 13954.8 18439.7 -16796.3 15070.6
internal_weight=0 1.02738e+06 461835 47682 16141 2623 1120 13518 959 414153 16605 16560 45 16495 15904 8763 8423 7472 4268 2003 3204 2265 7141 2247 688 421 4894 512 531 2140
internal_count=4073804 1027379 461835 47682 16141 2623 1120 13518 959 414153 16605 16560 45 16495 15904 8763 8423 7472 4268 2003 3204 2265 7141 2247 688 421 4894 512 531 2140
is_linear=0
shrinkage=0.1


Tree=2925
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 6 6 0 5 1 2 6 7 0 4 1 0 0 4 0 0 1 4 0 4 6 6 6 0
split_gain=7.51057e+11 1.71933e+13 3.67865e+13 2.41159e+13 2.659e+13 3.05728e+13 1.47245e+13 2.79984e+13 1.47878e+13 1.42898e+13 1.39113e+13 4.15448e+13 4.65099e+13 3.98364e+13 4.16001e+13 5.13044e+13 4.56295e+13 4.93168e+13 4.76598e+13 4.11768e+13 4.75793e+13 3.99372e+13 3.98135e+13 3.40385e+13 3.31594e+13 3.14052e+13 2.65334e+13 2.49762e+13 2.37297e+13 2.05506e+13
threshold=47.386825600000002 47.256487700000001 10.500000000000002 56.067362750000008 149.05000000000004 189.00000000000003 54.410000000000004 67.91500000000002 56.115175650000005 2.5000000000000004 49.030112300000006 3062.5000000000005 122.65000000000002 6.0000000000000009 55.866549750000011 5.5000000000000009 48.411058050000008 55.82518790000001 55.696737300000009 4.5000000000000009 55.806294650000005 55.910578700000009 47.504912950000005 8.5000000000000018 55.840017500000009 14.500000000000002 49.895000000000003 88.00500000000001 82.905000000000015 56.791379400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 -10 11 12 13 14 15 16 18 19 -2 -18 26 25 -23 27 -19 -16 -21 -15 -17 -13
right_child=10 2 -4 4 5 -7 7 -9 9 -11 -12 29 -14 23 21 28 17 24 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.09455824032133 -9833.1303304207522 -12988.219506514171 -4698.0114307454742 5297.9259704416254 -121505.29496783088 19600.576674107142 15185.973792659914 3497.4996842557684 44616.925563562734 12524.754245365477 11.432563027028621 254.32835887429371 -87453.377601892804 17185.411537492655 13866.761275463537 -17315.038539587415 -4913.825432177613 -27009.537355705044 -46668.313548616396 112555.97629957933 18132.186553606094 -2424.9197157680237 -27483.426373969181 -1947.6024008198358 -1565.8705039759591 -22925.77732816256 32920.735784040175 93284.768747829861 -49860.093202632619 -27978.336253246842
leaf_weight=2211045 1576 607 4100 7032 34 28 1184 1557 425 206 1767091 56735 68 1037 2154 3819 401 591 452 104 411 5858 711 1864 3842 260 70 45 238 259
leaf_count=2211045 1576 607 4100 7032 34 28 1184 1557 425 206 1767091 56735 68 1037 2154 3819 401 591 452 104 411 5858 711 1864 3842 260 70 45 238 259
internal_value=0 39.116 3393.86 6390.04 7513.93 -57780.1 7903.03 13335.7 21775.5 34139.9 -47.1322 -1332.79 -4870.69 -4631.05 -6194.57 -10176.5 -5247.43 -458.858 -18042.9 19768.9 36688.2 -1095.13 -5137.14 6241.94 -4957.98 9904.02 80518.8 20350.4 -19224.3 126.03
internal_weight=0 2.22622e+06 15173 11073 10466 62 10404 3372 1815 631 1.84759e+06 80495 23501 23433 20487 11504 7447 5419 2028 986 585 8983 6569 2946 4433 2414 174 1082 4057 56994
internal_count=4073804 2226218 15173 11073 10466 62 10404 3372 1815 631 1847586 80495 23501 23433 20487 11504 7447 5419 2028 986 585 8983 6569 2946 4433 2414 174 1082 4057 56994
is_linear=0
shrinkage=0.1


Tree=2926
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 1 6 3 6 1 1 6 6 1 5 3 3 1 0 6 1 0 6 7 1 1 1 1 0
split_gain=7.10465e+11 9.74271e+12 6.44818e+13 4.43198e+13 9.94879e+13 4.39284e+13 4.33013e+13 3.96285e+13 3.84988e+13 5.86015e+13 3.78775e+13 6.94238e+13 6.23158e+13 6.09606e+13 4.48638e+13 3.70808e+13 5.54621e+13 3.64873e+13 3.55749e+13 1.19244e+14 7.57111e+13 3.49282e+13 3.3941e+13 4.14134e+13 3.26134e+13 3.24384e+13 3.23338e+13 4.9705e+13 5.31009e+13 6.56407e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 59.91832440000001 59.848366150000011 30.472130500000002 30.242318500000007 120.05000000000001 4.5000000000000009 78.605000000000004 30.315889700000003 30.345769800000003 61.805000000000007 78.605000000000004 30.410676000000006 2.5000000000000004 3.5000000000000004 13.500000000000002 30.410676000000006 59.764576050000009 65.00500000000001 30.303340300000002 59.898927250000007 87.395000000000024 6.0000000000000009 40.377616600000003 37.873748150000004 37.957884500000006 38.011626600000007 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 10 -3 8 9 21 12 13 -6 17 -13 -11 -17 -12 -4 26 24 -5 -15 -24 -21 -10 -20 -28 29 -29
right_child=-2 2 3 7 5 -7 -8 -9 25 15 11 14 -14 22 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=9.2803780431116571 64.087130129818618 6085.920102458218 -29939.24449029738 -100317.3396434295 31530.175727894177 -6851.003112081271 32119.209514640388 56527.570662345475 -19861.227069442695 68883.847356267259 88784.875592237921 -16674.082150521863 -41830.679160156258 -32289.650024414062 30983.0807050597 41819.957993597738 -65753.175513392867 209381.31699892241 1111.2374816953959 27148.627764322919 274684.40126953128 -4708.0601272154208 -47500.811356026788 92129.314335493604 150516.35296875003 -453.38337823266625 -15589.88542614003 41853.869682945202 -2707.2703450422919 2444.8515507680927
leaf_weight=2752001 1214233 2582 434 39 275 536 849 91 3531 181 186 253 200 64 901 152 70 29 33637 75 20 1886 28 88 30 1139 2875 588 55328 1503
leaf_count=2752001 1214233 2582 434 39 275 536 849 91 3531 181 186 253 200 64 901 152 70 29 33637 75 20 1886 28 88 30 1139 2875 588 55328 1503
internal_value=0 -27.2127 -960.828 -1405.23 -847.677 18604.1 12527.9 -9038.27 -9890.87 614.308 25345.2 32920.6 641.395 69106 20534.8 35290 7900.5 105051 -1374.68 -1242.88 96362.6 -6645.08 26171.2 58425.5 62396.5 -15127.7 -1372.77 -2758.55 -2116.08 13526.9
internal_weight=0 2.85957e+06 107570 104139 97050 2560 3431 7089 6998 2328 2024 1549 475 395 1154 403 222 215 94490 94056 125 1925 180 116 105 4670 93931 60294 57419 2091
internal_count=4073804 2859571 107570 104139 97050 2560 3431 7089 6998 2328 2024 1549 475 395 1154 403 222 215 94490 94056 125 1925 180 116 105 4670 93931 60294 57419 2091
is_linear=0
shrinkage=0.1


Tree=2927
num_leaves=31
num_cat=0
split_feature=2 4 0 6 0 1 6 1 6 1 7 1 4 1 4 4 6 6 6 1 1 1 6 0 0 6 7 4 0 1
split_gain=6.7429e+11 4.22027e+12 1.95122e+13 1.81316e+13 1.19082e+13 4.11383e+13 2.37656e+13 2.24178e+13 3.25425e+13 2.87089e+13 2.74696e+13 1.87834e+13 2.46881e+13 1.77551e+13 1.48413e+13 1.73126e+13 1.32504e+13 1.32479e+13 1.21953e+13 2.69335e+13 7.85928e+13 4.81558e+13 2.85469e+13 3.05247e+13 4.68022e+13 1.0691e+14 5.18909e+13 2.7871e+13 2.34604e+13 4.49122e+13
threshold=3129.5000000000005 19.500000000000004 47.207933300000008 43.905000000000008 47.222459950000008 39.763755750000009 91.02500000000002 39.712886600000012 79.015000000000015 39.689978950000004 6.0000000000000009 39.703507450000011 27.500000000000004 39.652459050000012 23.500000000000004 24.500000000000004 64.015000000000015 53.005000000000003 48.025000000000013 61.400814300000008 61.438154000000004 60.636764050000004 51.805000000000007 56.838524800000009 56.850115550000005 50.010000000000012 6.0000000000000009 23.500000000000004 56.791379400000004 60.549354600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 -9 14 -13 -8 -4 17 -12 -16 -6 21 -21 22 23 -20 25 -25 -27 -23 29 -24
right_child=1 2 4 -5 18 -7 13 10 9 -11 16 12 -14 -15 15 -17 -18 -19 19 20 -22 27 28 24 -26 26 -28 -29 -30 -31
leaf_value=-37.018808424594937 86.237562574266349 -1563.0677596451278 -27984.530078901567 -15029.521035981959 651.28546890940538 64305.251986105402 -117794.81399456522 -41043.6228491211 36315.658634868421 184333.93428222658 5818.5220316941095 113699.26119087837 22785.913026398688 -21405.674277516595 8646.3991580698585 -4720.4806269233031 -13923.828940245327 35785.040819055299 -2449.7955690378603 72017.338468318791 404.57216117224334 -21084.778488210683 -2089.1989416662709 17488.149232903081 -15469.379408314531 -232937.47187500002 -75565.005681818177 -6874.4978483172445 2232.4096522103223 -27063.046320951213
leaf_weight=2228633 1715812 2345 112 1743 54394 114 23 165 38 20 1531 37 155 113 447 483 437 301 1797 154 31489 1873 9524 69 1030 40 44 5246 14856 779
leaf_count=2228633 1715812 2345 112 1743 54394 114 23 165 38 20 1531 37 155 113 447 483 437 301 1797 154 31489 1873 9524 69 1030 40 44 5246 14856 779
internal_value=0 44.712 -506.081 -7304.76 -284.218 5100.92 3353.31 4852.01 13827.6 87356.4 -1851.27 11049.3 40305.7 -37706.8 6866.7 10037.6 1434.68 19567.2 -460.741 -1364.88 753.097 -3265.69 -1406.82 -10661.6 -23135.4 -74743 -150504 -10613.2 -310.623 -3977.45
internal_weight=0 1.84517e+06 129359 4088 125271 3976 3862 3726 1593 58 2133 1535 192 136 1343 1231 1968 748 121295 66901 31643 35258 28139 2980 1183 153 84 7119 25159 10303
internal_count=4073804 1845171 129359 4088 125271 3976 3862 3726 1593 58 2133 1535 192 136 1343 1231 1968 748 121295 66901 31643 35258 28139 2980 1183 153 84 7119 25159 10303
is_linear=0
shrinkage=0.1


Tree=2928
num_leaves=31
num_cat=0
split_feature=3 4 6 4 3 4 0 3 6 6 1 7 2 0 0 0 4 4 2 1 1 0 0 1 4 0 2 7 0 1
split_gain=7.11761e+11 5.14072e+12 7.3141e+12 5.2099e+12 5.07573e+12 6.47139e+12 6.25164e+12 5.67832e+12 4.95622e+12 1.08744e+13 1.0401e+13 1.79838e+13 1.66643e+13 1.3001e+13 2.22063e+13 2.44846e+13 1.31713e+13 1.45661e+13 1.20777e+13 1.07327e+13 1.01138e+13 1.02363e+13 1.80848e+13 2.86003e+13 9.66594e+12 9.21763e+12 8.50654e+12 1.6744e+13 8.87613e+12 1.04193e+13
threshold=12.500000000000002 8.5000000000000018 47.805000000000007 12.500000000000002 15.500000000000002 11.500000000000002 56.838524800000009 14.500000000000002 35.995000000000012 36.280000000000008 37.897576350000001 6.0000000000000009 75.000000000000014 55.568628050000008 55.768246800000007 55.753967500000009 16.500000000000004 21.500000000000004 5972.5000000000009 37.600779750000008 37.563506350000004 55.759969450000007 55.649510000000014 37.401708450000008 14.500000000000002 55.348830750000012 75.000000000000014 6.0000000000000009 55.82518790000001 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 10 11 19 -12 -13 15 16 -15 -18 -14 20 21 22 25 -24 26 -10 27 28 29 -5
right_child=1 3 -4 8 5 -7 -8 -9 9 -11 12 13 18 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.887886884093499 64553.029007523146 -16209.053944227431 8591.3763863800577 99354.026253906253 22206.264990942029 -51327.868098958337 -37046.476953124999 -79818.367977241855 25594.010931581441 164.41476959328858 -86013.03275479404 -12719.080905300754 -1735.8318022495587 90047.996746148012 11340.105491954542 133261.56234975962 -13331.437198215061 37807.458064009508 10923.94164685913 17589.400741697744 -43233.652125651046 -5109.7281756107914 10477.708843994142 153234.34089673913 -1036.2451357677467 -27668.229351806644 3808.2934480468753 2029.0418551397663 7504.1029837472106 18027.597868546196
leaf_weight=3615175 27 36 173 50 69 24 24 23 66 398878 22 143 3197 36 1037 26 72 246 986 310 60 1028 36 23 50531 64 1250 141 28 23
leaf_count=3615175 27 36 173 50 69 24 24 23 66 398878 22 143 3197 36 1037 26 72 246 986 310 60 1028 36 23 50531 64 1250 141 28 23
internal_value=0 117.355 16146.2 110.362 -17091.5 -5032.07 6915.23 -41005.9 116.969 234.657 4045.61 8393.42 791.74 16018.1 18918.1 39598.2 32718.9 26228.8 1248.28 898.5 -3153.32 -1177.3 20211.8 66128.6 -802.022 -627.4 7130.64 24291.5 55370.8 73730.6
internal_weight=0 458629 200 458429 176 117 93 59 458253 406230 7352 3147 4205 1560 1417 380 354 318 4183 1587 1277 1217 189 59 52023 130 1492 242 101 73
internal_count=4073804 458629 200 458429 176 117 93 59 458253 406230 7352 3147 4205 1560 1417 380 354 318 4183 1587 1277 1217 189 59 52023 130 1492 242 101 73
is_linear=0
shrinkage=0.1


Tree=2929
num_leaves=31
num_cat=0
split_feature=1 1 2 0 6 0 4 6 3 5 6 6 5 6 4 0 4 4 6 3 5 5 6 1 0 5 0 0 4 4
split_gain=6.84231e+11 7.62237e+12 1.56947e+13 1.85673e+13 1.37038e+13 1.49899e+13 2.09939e+13 2.0275e+13 1.93463e+13 2.42313e+13 1.3217e+13 2.44371e+13 2.16592e+13 2.62526e+13 1.43267e+13 2.08068e+13 1.66384e+13 1.3779e+13 2.51641e+13 1.37227e+13 1.24394e+13 1.22842e+13 1.19206e+13 1.15213e+13 4.9092e+13 2.20673e+13 1.87814e+13 7.22762e+13 2.2739e+13 2.10341e+13
threshold=50.213874250000011 49.692247900000005 2911.0000000000005 53.20799465000001 59.245000000000012 53.356310450000002 3.5000000000000004 87.395000000000024 2.5000000000000004 3.5000000000000004 91.02500000000002 81.705000000000013 2.5000000000000004 100.05000000000001 11.500000000000002 53.244414800000008 8.5000000000000018 24.500000000000004 97.020000000000024 16.500000000000004 3.5000000000000004 2.5000000000000004 77.565000000000012 49.300375350000003 53.506098950000009 4.5000000000000009 55.79439725000001 55.728148450000006 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 23 -3 -4 -5 6 7 -6 9 -8 11 22 13 -12 16 17 -14 19 -19 20 -16 -13 -10 -1 -25 26 27 29 -29 -26
right_child=-2 2 3 4 5 -7 8 -9 10 -11 12 21 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=30.920399499307894 -50.755458255946934 -29257.383150872949 3.8900713303526455 2314.6364960342157 23138.327474814971 -7566.1420252815069 -2039.614993144334 139093.11125000002 17506.202024538525 -102945.711484375 -9088.9625488281254 15595.251591352982 -17321.279200538429 -140174.80362215909 20447.484932989824 -31283.829618326825 62468.229373683294 -93433.270727539071 36377.899218750004 -18137.22205384036 81132.850945723694 61102.219146795585 -4470.5346117829622 -16981.391780625087 1287.7890429854976 -94376.195873779303 2914.9422972388707 -25006.400218331473 -69640.52626250709 -16277.1436807094
leaf_weight=2419315 1607797 164 20314 6344 38 443 495 25 1595 25 50 88 37 22 304 144 89 32 28 83 38 182 292 2083 4715 25 7746 315 179 797
leaf_count=2419315 1607797 164 20314 6344 38 443 495 25 1595 25 50 88 37 22 304 144 89 32 28 83 38 182 292 2083 4715 25 7746 315 179 797
internal_value=0 33.0917 1595.56 1760.55 5207.03 9782.93 11937.6 69152.1 10908.9 -6890.87 14010.7 18131.7 3262.43 -49143 8260.03 2094.66 39038 12005 -32854.7 18338.1 27190.3 46270.3 14105.5 13.3091 -2673.15 -509.827 -339.186 -4536.07 -41179.5 -1251.99
internal_weight=0 2.46601e+06 30832 30668 10354 4010 3567 63 3504 520 2984 2157 827 72 755 629 126 485 60 425 342 270 1887 2.43518e+06 15860 13777 13752 6006 494 5512
internal_count=4073804 2466007 30832 30668 10354 4010 3567 63 3504 520 2984 2157 827 72 755 629 126 485 60 425 342 270 1887 2435175 15860 13777 13752 6006 494 5512
is_linear=0
shrinkage=0.1


Tree=2930
num_leaves=31
num_cat=0
split_feature=4 7 1 1 3 6 0 6 2 0 6 3 5 6 6 1 4 1 0 6 0 4 6 6 2 0 1 6 6 5
split_gain=6.72559e+11 4.81018e+12 2.07827e+13 2.99452e+13 2.72284e+13 2.57023e+13 2.4314e+13 2.34467e+13 2.47181e+13 2.10844e+13 1.95808e+13 1.83863e+13 1.83576e+13 4.68682e+13 1.77331e+13 2.67462e+13 3.78249e+13 2.20419e+13 2.18697e+13 1.73904e+13 4.7311e+13 1.08717e+14 2.93125e+13 3.21642e+13 2.65369e+13 2.04252e+13 5.89285e+13 3.55185e+13 3.54648e+13 1.75439e+13
threshold=5.5000000000000009 6.0000000000000009 43.56803845000001 40.024897700000004 3.5000000000000004 189.00000000000003 45.125532050000011 156.15000000000003 75.000000000000014 63.565651350000003 168.45000000000002 1.5000000000000002 4.5000000000000009 189.00000000000003 59.505000000000003 37.600779750000008 3.5000000000000004 37.740454950000007 55.801384500000005 42.405000000000008 43.6005307 4.5000000000000009 61.805000000000007 61.425000000000004 2828.5000000000005 59.764576050000009 30.472130500000002 45.605000000000011 45.005000000000003 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 4 5 6 -3 8 14 10 -5 -4 -13 -14 -8 16 -16 -17 -19 -6 21 -21 23 24 25 -22 27 28 -27 -24
right_child=-2 2 11 9 19 -7 7 -9 -10 -11 -12 12 13 -15 15 17 -18 18 -20 20 22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=111.8110207373705 -25.406724580303838 -7071.9195292268851 2069.8496150097099 7940.9788343254513 -1374.58027080595 -89950.231960227276 -36313.137592648236 91725.291215297155 783.17459728620395 55420.897800781255 93494.765104166669 -4355.0028108630731 6374.8247233072916 -156422.10509905135 10896.380785472975 116647.901203125 -157135.79992559526 62197.936666165864 -43040.171844482422 -80345.236393229163 15271.965457274315 183204.21429687503 -52726.844004216269 122575.70096261162 571.31786012346413 38327.667711292619 164467.2925672743 14777.624649616111 183913.77284432872 913.43008796514846
leaf_weight=1088281 2928705 6073 5403 2909 2324 33 312 28 16642 100 27 18550 48 28 37 25 21 39 40 24 908 45 63 28 818 44 36 290 27 1896
leaf_count=1088281 2928705 6073 5403 2909 2324 33 312 28 16642 100 27 18550 48 28 37 25 21 39 40 24 908 45 63 28 818 44 36 290 27 1896
internal_value=0 64.9802 -832.007 805.231 -160.119 -1760.01 -1634.66 291.404 141.827 10265.7 8727.75 -3066.12 -4555.95 -53603 -22375.7 4466.82 -49942.9 34810.7 8912.82 5559.94 9416.32 91534.8 8037.69 16097.1 14692.7 23544.3 42464.5 30298.1 93691.4 -811.602
internal_weight=0 1.1451e+06 56818 32789 29753 23250 23217 17144 17116 3036 2936 24029 18626 76 474 162 58 104 79 6503 4179 69 4110 2151 2123 1305 397 361 71 1959
internal_count=4073804 1145099 56818 32789 29753 23250 23217 17144 17116 3036 2936 24029 18626 76 474 162 58 104 79 6503 4179 69 4110 2151 2123 1305 397 361 71 1959
is_linear=0
shrinkage=0.1


Tree=2931
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 4 7 6 0 4 0 0 3 4 3 6 6 7 6 6 0 0 3 6 4 0 6 6 4 4
split_gain=7.28505e+11 5.73251e+12 2.24351e+13 1.09918e+14 1.96666e+14 4.20627e+14 1.72365e+14 7.82246e+13 6.59721e+13 6.45599e+13 9.81485e+13 8.63324e+13 6.73976e+13 6.4174e+13 5.65488e+13 4.96585e+13 4.51392e+13 4.69426e+13 3.66307e+13 6.73064e+13 3.7683e+13 3.58162e+13 3.47991e+13 3.35939e+13 3.19604e+13 3.00496e+13 2.97024e+13 1.12903e+14 2.88383e+13 4.3309e+13
threshold=9.5000000000000018 30.277905650000005 30.260128500000004 60.002985000000002 59.963561900000009 18.500000000000004 6.0000000000000009 81.705000000000013 59.939085000000013 10.500000000000002 59.933037250000005 59.91832440000001 6.5000000000000009 15.500000000000002 7.5000000000000009 104.01000000000001 91.02500000000002 6.0000000000000009 59.815000000000005 92.02500000000002 59.950512650000007 60.01610465000001 9.5000000000000018 84.00500000000001 12.500000000000002 59.91832440000001 56.010000000000012 66.010000000000005 13.500000000000002 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 4 6 24 9 8 -8 10 15 23 -12 14 -9 25 28 21 20 -20 -14 -18 -10 -11 -6 -4 -13 -28 -5 -30
right_child=1 -3 3 16 5 -7 7 13 22 11 12 26 18 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-45.40022220342702 -215.32363365387039 72.688311623949446 -20046.887393240202 -12140.572886477472 -23406.436363636367 -13772.322601508247 -33134.036264648443 -39924.995500999277 -93364.370734076176 -21634.769214541611 -63130.988332150169 13895.767626953126 17115.558138020835 171932.53452380953 72137.60380219006 139565.89978515625 41576.955645161295 -33683.7099137931 102834.64801643669 -58407.793108974365 -160091.86275390626 190196.57150735296 -229278.2681547619 94296.737338362072 -147677.27054083094 38704.128485475107 272797.99854166666 67749.946069192883 21154.261130808685 -785.69485332605404
leaf_weight=1892492 79384 2093001 118 1109 22 900 290 172 183 181 271 64 30 21 61 40 31 29 77 39 20 34 21 29 349 332 30 256 1301 2917
leaf_count=1892492 79384 2093001 118 1109 22 900 290 172 183 181 271 64 30 21 61 40 31 29 77 39 20 34 21 29 349 332 30 256 1301 2917
internal_value=0 39.3889 -749.818 -5502.85 -19300.8 -50707.6 -1440.35 -40595.6 -63784.2 18255.8 2060.81 45064.2 -32394.7 4503.46 -10586.7 32789.5 3420.89 72114.3 17783.1 48623.8 -53767.4 119316 -107356 -5625.18 -140308 23298.3 75477.9 89258.5 2208.73 5981.47
internal_weight=0 2.18131e+06 88311 8927 3506 1271 2235 748 494 1487 927 560 437 254 233 490 5421 94 166 116 50 65 204 210 371 450 350 286 5327 4218
internal_count=4073804 2181312 88311 8927 3506 1271 2235 748 494 1487 927 560 437 254 233 490 5421 94 166 116 50 65 204 210 371 450 350 286 5327 4218
is_linear=0
shrinkage=0.1


Tree=2932
num_leaves=31
num_cat=0
split_feature=0 4 1 4 7 1 0 4 6 1 6 6 4 4 1 0 3 4 7 1 7 1 1 1 0 6 6 0 7 0
split_gain=7.08737e+11 1.0005e+13 2.03896e+13 6.1905e+13 3.04556e+13 5.11474e+13 4.77883e+13 5.34778e+13 4.62553e+13 4.42488e+13 4.02769e+13 3.30803e+13 2.62853e+13 2.57592e+13 2.5049e+13 3.33662e+13 2.50326e+13 2.49734e+13 8.30808e+13 4.56796e+13 3.72603e+13 2.88565e+13 8.04122e+13 3.2194e+13 3.36261e+13 2.53707e+13 2.47288e+13 2.36669e+13 4.53378e+13 8.2846e+13
threshold=60.042359000000012 20.500000000000004 30.425503950000003 14.500000000000002 6.0000000000000009 30.345769800000003 60.05226170000001 16.500000000000004 40.905000000000008 30.323041000000003 34.310000000000009 75.605000000000004 16.500000000000004 15.500000000000002 30.452677500000004 60.753246850000004 4.5000000000000009 13.500000000000002 6.0000000000000009 30.226173900000003 6.0000000000000009 30.323041000000003 30.303340300000002 30.410676000000006 60.064438250000002 48.025000000000013 79.710000000000022 60.05226170000001 6.0000000000000009 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 16 -6 12 -9 -7 -5 -11 27 -16 -8 20 -19 -20 -2 22 25 24 -23 -22 -14 -4 -29 -30
right_child=1 -3 14 4 6 11 7 10 -10 13 -12 -13 26 -15 15 -17 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=6.6422293622096511 351.09626819809705 1921.6396586979529 18951.461969128253 -36027.605683045877 -20065.079081322168 -20891.827982812501 84536.461328125006 -3382.8584361683238 -98515.199744233629 -25432.239319707311 -53809.450217044461 -95917.826847718257 -4014.8921279141741 40187.344546926404 -8234.6899523100674 306.72385062883023 5893.8205212736793 -22419.425197088211 102954.23441989943 25222.592097544548 -4179.6821198080188 27720.765230994195 -143847.08143956802 -28442.853792219896 -20206.742496360923 -28326.361820254569 75498.293285590291 11825.730286199847 -34863.214279115324 26582.578232660791
leaf_weight=3973049 11572 17367 1280 254 136 875 56 286 168 71 355 63 299 380 4982 55776 146 397 87 577 856 473 51 260 212 885 45 1852 667 327
leaf_count=3973049 11572 17367 1280 254 136 875 56 286 168 71 355 63 299 380 4982 55776 146 397 87 577 856 473 51 260 212 885 45 1852 667 327
internal_value=0 -261.922 -716.686 -3644.81 -16453.9 -8964.12 -29428.7 -17171.2 -63419.1 6207.3 -31310.2 -25930.9 -11628.8 29857 118.372 -393.65 27695.7 -1032.99 13770 35407.3 -2130.62 -12623.3 -20079.7 1516.35 12887.7 -16454.1 6386.54 7658.23 2579.06 -14649.2
internal_weight=0 100755 83388 18504 3134 1987 1147 843 304 1049 641 938 598 451 64884 60758 202 15370 1061 664 14309 2737 1792 945 685 1741 344 4126 2846 994
internal_count=4073804 100755 83388 18504 3134 1987 1147 843 304 1049 641 938 598 451 64884 60758 202 15370 1061 664 14309 2737 1792 945 685 1741 344 4126 2846 994
is_linear=0
shrinkage=0.1


Tree=2933
num_leaves=31
num_cat=0
split_feature=0 6 6 4 4 6 1 6 1 1 1 1 6 0 6 4 4 5 6 6 3 6 6 6 3 3 6 1 6 5
split_gain=7.90634e+11 4.22024e+12 1.76944e+13 3.82052e+12 3.7354e+12 9.70649e+12 1.5289e+13 8.511e+12 5.40667e+12 1.78092e+13 7.91747e+12 2.13064e+13 1.21118e+13 1.10142e+13 1.01079e+13 8.48016e+12 6.74131e+12 6.34836e+12 7.65356e+12 1.60014e+13 5.62391e+13 3.2395e+13 2.01827e+13 5.72138e+12 1.60719e+13 4.00399e+13 9.09469e+12 1.3425e+13 1.31441e+13 7.09784e+12
threshold=61.78914120000001 128.05000000000004 142.05000000000004 3.5000000000000004 9.5000000000000018 118.04500000000002 53.67029225000001 104.01000000000001 52.419561900000012 50.815483650000004 59.999510900000011 63.728898350000001 73.41500000000002 63.565651350000003 100.05000000000001 7.5000000000000009 2.5000000000000004 3.5000000000000004 110.01500000000001 98.020000000000024 3.5000000000000004 93.050000000000011 88.825000000000003 90.045000000000016 6.5000000000000009 7.5000000000000009 80.030000000000015 118.02765200000002 86.920000000000016 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 8 -7 -6 9 17 12 15 -10 14 -14 -12 -11 18 19 21 -21 22 -2 26 29 -26 -13 28 -28 -25
right_child=1 2 3 -5 7 6 -8 -9 10 16 11 23 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.6918413620947108 -1575.989803112411 68973.57421875 28612.120863560267 -13225.444231376263 2634.345293166999 13529.59375 -96165.539366319455 62501.660221354163 1654.2834418044924 -7969.6942256604207 -17932.385634065286 -755.96307141140744 29506.496758711968 5588.4357040343502 103521.99159226191 -62675.690070229386 -38558.796946988492 -13564.181966080425 -60298.974935080791 -59408.347023809532 166937.24266304349 -125600.84375 70527.387259615396 23402.291567514905 -155173.62221875001 27650.385597826087 10337.627575252758 39115.817552882603 -74874.86807065217 -16612.685312798185
leaf_weight=4045394 8465 45 28 99 2249 24 27 24 6955 118 429 8224 152 247 21 47 185 451 22 21 23 21 39 67 25 23 85 140 23 131
leaf_count=4045394 8465 45 28 99 2249 24 27 24 6955 118 429 8224 152 247 21 47 185 451 22 21 23 21 39 67 25 23 85 140 23 131
internal_value=0 -525.693 15090.9 -4001.41 -620.815 -961.112 -44544.3 3266.47 -875.338 -2798.68 209.436 -1748.39 2650.15 19141.2 38491 -22350.3 -26646.2 -1999.54 -1392.43 -1241.2 58908.7 -1551.65 -1245.32 -623.531 -15657.3 -67570.5 -186.998 18680.6 -7809.48 -3072.26
internal_weight=0 28410 172 127 28238 25965 51 2273 25914 9345 16569 9194 7375 420 173 476 303 9042 8591 8569 44 8525 8504 8718 246 48 8472 248 108 198
internal_count=4073804 28410 172 127 28238 25965 51 2273 25914 9345 16569 9194 7375 420 173 476 303 9042 8591 8569 44 8525 8504 8718 246 48 8472 248 108 198
is_linear=0
shrinkage=0.1


Tree=2934
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 4 1 0 4 4 1 7 6 0 1 7 6 4 6 6 6 4 7 6 0 7 4 6 4 5
split_gain=7.61117e+11 1.0934e+13 4.36768e+13 1.31097e+14 7.7147e+13 1.36765e+14 1.46704e+14 1.57348e+14 1.11055e+14 8.90056e+13 1.68545e+14 7.20779e+13 7.19247e+13 6.55174e+13 1.02374e+14 7.91037e+13 9.971e+13 8.89706e+13 8.64675e+13 6.29564e+13 7.14971e+13 6.2773e+13 7.41926e+13 5.88062e+13 4.98637e+13 6.53241e+13 9.53308e+13 6.18621e+13 5.10479e+13 4.90726e+13
threshold=59.91832440000001 30.410676000000006 59.882709350000006 30.330566300000005 13.500000000000002 17.500000000000004 30.315889700000003 59.898927250000007 12.500000000000002 15.500000000000002 30.303340300000002 6.0000000000000009 44.820000000000007 59.905532300000012 30.370944000000005 6.0000000000000009 78.010000000000005 4.5000000000000009 55.015000000000008 79.710000000000022 87.395000000000024 4.5000000000000009 6.0000000000000009 58.045000000000009 59.898927250000007 6.0000000000000009 11.500000000000002 70.50500000000001 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 8 6 9 -8 12 23 -11 -12 -4 21 15 17 18 -15 -17 -9 -21 22 -5 -6 -23 -26 27 -27 -28 -14
right_child=-2 -3 3 13 5 -7 7 19 -10 10 11 -13 29 14 -16 16 -18 -19 -20 20 -22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-203.17596431952353 161.4178501496117 21.323868021406113 11634.335768663528 -90817.270813802083 17588.714956105377 -2650.0764374573905 763.84896808155088 143056.85080366291 -50387.963396628373 -35145.237829589845 188681.66286368537 27856.36595846037 -15474.366534883631 -48771.256256474451 -138920.44984110171 -19106.290417095719 25907.010504275979 29031.275557917528 -98185.048592726525 -98954.609309895837 92187.957569280668 -34758.21807055518 34881.863397442852 -48093.313533717905 -31438.982539618646 -133967.90567010309 108605.58721590909 -313281.55885416665 -94950.343819754475 1228.7583815534911
leaf_weight=120163 272567 3663397 2408 60 289 2602 187 244 529 102 87 41 4115 181 59 349 243 782 229 24 106 1171 216 258 152 97 22 24 28 3072
leaf_count=120163 272567 3663397 2408 60 289 2602 187 244 529 102 87 41 4115 181 59 349 243 782 229 24 106 1171 216 258 152 97 22 24 28 3072
internal_value=0 -11.5744 -885.918 -5527 -1162.13 10710.1 36691.6 75660.8 -5782.5 8555.55 60750.4 137167 -3323.27 -22517.7 -9320.95 -5034.87 -27840.5 14408 -50436.8 113109 56900.1 -36258.8 7555.96 -13391.1 -44353.1 -79138.3 -121538 -169534 -5385.73 -8334.81
internal_weight=0 3.80124e+06 137840 17677 14064 3940 1338 561 10124 777 230 128 9595 3613 1843 1784 821 963 578 374 130 1770 276 547 1494 323 171 121 50 7187
internal_count=4073804 3801237 137840 17677 14064 3940 1338 561 10124 777 230 128 9595 3613 1843 1784 821 963 578 374 130 1770 276 547 1494 323 171 121 50 7187
is_linear=0
shrinkage=0.1


Tree=2935
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 7 1 1 1 6 4 3 1 6 6 6 6 1 7 6 4 1 4 6 6 1 3 1 6
split_gain=9.27869e+11 1.7225e+13 4.32285e+13 9.016e+13 1.08853e+14 7.09545e+13 5.64562e+13 7.21342e+13 7.39299e+13 6.57535e+13 4.86717e+13 6.39553e+13 2.14981e+14 1.01766e+14 4.26608e+13 4.71174e+13 4.19323e+13 4.12534e+13 4.08979e+13 4.02516e+13 3.84369e+13 7.04345e+13 4.63792e+13 3.7434e+13 3.71126e+13 3.42522e+13 3.82211e+13 3.59626e+13 3.13035e+13 3.04312e+13
threshold=59.825842200000004 59.838047850000002 16.500000000000004 30.362494150000003 30.370944000000005 14.500000000000002 6.0000000000000009 30.330566300000005 30.242318500000007 30.345769800000003 108.05000000000001 15.500000000000002 11.500000000000002 30.345769800000003 122.65000000000002 101.02000000000002 72.50500000000001 80.720000000000013 30.472130500000002 6.0000000000000009 70.00500000000001 5.5000000000000009 30.205407000000005 19.500000000000004 73.41500000000002 61.425000000000004 30.345769800000003 7.5000000000000009 30.242318500000007 30.705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 14 7 8 24 -8 11 12 -7 -14 15 18 23 -10 20 -13 -2 -22 -23 -11 -4 -9 -27 -28 -17 -5
right_child=1 -3 3 4 -6 10 9 25 17 16 -12 19 13 -15 -16 28 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-15.57432617040925 4405.2636471648102 13.46830296182069 22424.151476680872 147733.68437500001 -1119.1616653730614 10630.577883989383 -12801.799810697212 10309.462786954806 -27562.892962610367 -32698.869532297176 -63619.734547334563 30049.226040123252 270073.95740384614 25324.719701086957 -141464.16265625 26740.617398648654 -130545.22690577652 -138904.45386928014 30570.238878033237 -45705.536568509619 -110491.00043120941 32284.501894557223 -27564.155186168966 -103002.91006804437 156673.32542067309 20257.313815734207 179105.46629192075 38858.896969696973 164199.40958333336 44169.181142073976
leaf_weight=3681717 7420 376960 99 30 1747 156 976 477 676 408 51 696 65 23 20 37 66 35 547 78 77 188 416 93 26 93 41 33 30 523
leaf_count=3681717 7420 376960 99 30 1747 156 976 477 676 408 51 696 65 23 20 37 66 35 547 78 77 188 416 93 26 93 41 33 30 523
internal_value=0 146.244 3454.96 -3799.94 11120.6 7393.96 -15152 -1198.29 -20575 -28535.9 31712.1 36488.1 81129.7 206105 4417.87 4752.65 -55619.7 -33043.8 4105.45 22415 2318.49 -20418.5 -8935.77 -45749.3 50348 23955.3 62931.7 116563 88289.3 49787.5
internal_weight=0 392087 15127 5323 2300 9804 3023 1480 836 1543 1069 1018 244 88 8735 8715 567 711 8648 774 8101 681 604 501 125 644 167 74 67 553
internal_count=4073804 392087 15127 5323 2300 9804 3023 1480 836 1543 1069 1018 244 88 8735 8715 567 711 8648 774 8101 681 604 501 125 644 167 74 67 553
is_linear=0
shrinkage=0.1


Tree=2936
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 7 1 1 1 6 6 4 3 1 6 6 5 6 1 7 6 4 1 4 6 6 6 1 4
split_gain=7.51574e+11 1.39523e+13 3.5015e+13 7.30296e+13 8.81708e+13 5.74732e+13 4.57295e+13 5.90272e+13 5.84287e+13 5.98832e+13 4.12248e+13 3.94241e+13 5.18038e+13 1.74134e+14 8.24302e+13 3.45553e+13 3.81651e+13 3.36297e+13 3.34153e+13 3.31273e+13 3.26038e+13 3.11339e+13 5.70519e+13 3.75671e+13 3.01575e+13 3.88667e+13 2.90421e+13 2.90302e+13 3.29195e+13 3.16144e+13
threshold=59.825842200000004 59.838047850000002 16.500000000000004 30.362494150000003 30.370944000000005 14.500000000000002 6.0000000000000009 30.315889700000003 30.330566300000005 30.242318500000007 57.410000000000004 108.05000000000001 15.500000000000002 11.500000000000002 30.345769800000003 122.65000000000002 101.02000000000002 1.5000000000000002 80.720000000000013 30.472130500000002 6.0000000000000009 70.00500000000001 5.5000000000000009 30.205407000000005 24.500000000000004 30.705000000000002 69.605000000000004 51.405000000000008 30.345769800000003 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 6 24 15 8 -8 9 17 -9 12 13 -7 26 16 19 -4 -11 21 -14 -2 -23 -24 25 -5 -15 -10 29 -29
right_child=1 -3 3 4 -6 11 7 10 27 18 -12 -13 20 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-14.016888973247456 3964.7373109151094 12.121473764019981 -10434.893150592674 136176.41099137932 -1007.2452574460794 9567.5200620993601 3825.0081845164045 -25626.213115027644 3462.5341408082695 -24806.60378391785 -68181.500401045647 -57257.761594764859 27044.303384066177 181181.81254464286 22792.248259171196 -127317.7481640625 79460.396653451491 93572.710152059532 -125014.00805803573 27513.215156555176 -41134.983190604973 -99441.900376674108 29056.051790797457 -24807.739555945765 73216.697435674971 14959.479201489827 315265.43291666667 -74559.247804418104 93907.644423314152 39686.782776626278
leaf_weight=3681717 7420 376960 58 29 1747 156 471 744 373 676 328 51 696 35 23 20 67 67 35 547 78 77 188 416 223 301 30 29 95 147
leaf_count=3681717 7420 376960 58 29 1747 156 471 744 373 676 328 51 696 35 23 20 67 67 35 547 78 77 188 416 223 301 30 29 95 147
internal_value=0 131.619 3109.47 -3419.95 10008.5 6654.56 -13636.8 -25682.3 -1078.46 -18517.5 -38646.9 28540.9 32839.3 73016.7 185495 3976.08 4277.39 45313.2 -29739.5 3694.91 20173.5 2086.64 -18376.7 -8042.19 44808.8 25611.9 243067 21559.8 46468.5 20862.2
internal_weight=0 392087 15127 5323 2300 9804 3023 1543 1480 836 1072 1069 1018 244 88 8735 8715 125 711 8648 774 8101 681 604 553 330 65 644 271 176
internal_count=4073804 392087 15127 5323 2300 9804 3023 1543 1480 836 1072 1069 1018 244 88 8735 8715 125 711 8648 774 8101 681 604 553 330 65 644 271 176
is_linear=0
shrinkage=0.1


Tree=2937
num_leaves=31
num_cat=0
split_feature=4 5 2 5 2 2 4 0 0 2 1 1 6 0 6 6 4 2 0 0 6 6 0 1 0 5 1 0 6 6
split_gain=6.98253e+11 5.05693e+12 1.742e+13 8.58874e+12 3.34681e+13 2.97072e+13 3.15523e+13 2.28322e+13 1.90765e+13 5.28999e+12 4.86804e+12 2.57927e+13 1.95489e+13 2.27974e+13 2.63294e+13 4.01456e+13 1.70934e+13 1.65712e+13 2.26746e+13 2.27848e+13 1.6018e+13 1.58157e+13 1.54396e+13 2.0578e+13 1.44437e+13 1.43031e+13 1.3187e+13 1.20378e+13 1.0451e+13 1.83168e+13
threshold=3.5000000000000004 5.5000000000000009 5873.0000000000009 6.5000000000000009 2632.5000000000005 2828.5000000000005 2.5000000000000004 56.685611200000004 53.379556850000007 3062.5000000000005 38.657016300000002 38.927872750000006 104.01000000000001 44.878071950000013 75.605000000000004 84.810000000000016 2.5000000000000004 2599.0000000000005 45.125532050000011 57.205086850000008 49.485000000000007 93.050000000000011 50.596941950000009 38.893394150000006 60.753246850000004 1.5000000000000002 38.782330450000011 54.980317700000008 110.01500000000001 118.04500000000002
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 -8 20 12 13 14 -12 -16 -15 27 21 22 24 -19 23 -20 -1 -22 -14 -18 -28 -30
right_child=-2 2 -4 7 5 6 9 -9 -10 -11 11 -13 26 16 15 -17 17 18 19 -21 25 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=321.95870552344604 -10.270017216519811 -132794.79831542968 54946.890771484381 -7519.6811928353673 90288.054332386368 19597.037475018169 -138068.19624255953 -86400.1481534091 109684.61990327382 -66206.924023437503 18505.171424232401 151.51112105820309 -31955.30892578125 -1324.9483371737874 179749.45643028847 -8700.5400585937514 -32830.405548714902 1703.7890553808211 -7609.4168575384683 -4706.0246434247056 -18119.76395836196 -55779.743382812507 34646.948630799641 21325.957807903917 10397.494990368445 -2402.9435787226266 106827.47083333333 440.59503604524554 -378.81170438878678 92044.117271959462
leaf_weight=23142 3837650 30 32 41 22 43 21 22 21 20 465 182960 20 3517 26 20 138 1120 312 432 597 50 564 1158 1516 19234 30 513 51 37
leaf_count=23142 3837650 30 32 41 22 43 21 22 21 20 465 182960 20 3517 26 20 138 1120 312 432 597 50 564 1158 1516 19234 30 513 51 37
internal_value=0 166.894 -13991.4 -24018.8 -39547.1 -13156.2 -40248.8 1122.22 32178.5 -103014 182.019 401.023 5801.54 5182.01 25644.6 97814.7 3842.14 8081.15 10711.9 16151.3 -760.241 -752.772 20581.2 15184.6 941.413 -2876.09 43130.7 -6612.24 55857.1 38480.8
internal_weight=0 236154 252 220 136 106 84 84 62 41 235902 191413 8453 8315 511 46 7804 4287 3636 2466 44489 1170 2034 1470 24658 19831 138 651 118 88
internal_count=4073804 236154 252 220 136 106 84 84 62 41 235902 191413 8453 8315 511 46 7804 4287 3636 2466 44489 1170 2034 1470 24658 19831 138 651 118 88
is_linear=0
shrinkage=0.1


Tree=2938
num_leaves=31
num_cat=0
split_feature=0 1 6 6 5 1 3 3 6 1 1 1 4 1 6 0 4 4 6 6 0 3 5 6 3 4 6 6 2 6
split_gain=7.63094e+11 3.77645e+12 3.70554e+12 1.40031e+13 3.40261e+12 5.96365e+12 4.07983e+12 3.37955e+12 5.89256e+12 8.58653e+12 3.73482e+12 8.58842e+12 8.06794e+12 7.47529e+12 8.83818e+12 8.38368e+12 5.54443e+12 9.26191e+12 1.14593e+13 7.91344e+12 1.72231e+13 1.44883e+13 2.17996e+13 2.72957e+13 4.43036e+13 7.88774e+13 2.06559e+13 1.17885e+13 1.08303e+13 6.43803e+12
threshold=61.78914120000001 30.509101000000005 128.05000000000004 142.05000000000004 4.5000000000000009 53.252814850000007 2.5000000000000004 16.500000000000004 118.04500000000002 53.67029225000001 39.763755750000009 39.843340650000009 9.5000000000000018 34.382014200000008 72.50500000000001 63.565651350000003 2.5000000000000004 3.5000000000000004 51.015000000000008 73.00500000000001 63.565651350000003 2.5000000000000004 3.5000000000000004 100.05000000000001 5.5000000000000009 5.5000000000000009 79.015000000000015 99.050000000000011 14143.500000000002 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 7 -4 5 -5 -7 8 10 -10 13 12 -12 16 15 -15 -3 18 -18 29 21 26 23 24 25 -23 -21 -24 -22 -19
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 19 -20 20 28 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6269722122969337 -39365.524703125004 6717.1230671696103 62078.372670559358 -47472.279536290327 30970.27985026042 37614.9581875 -12573.190217391304 30048.495762803821 12198.837532552083 -66927.726306152341 19962.61878491698 -191.36272821360967 -22602.691168811274 -18711.019194495831 -54651.364130434784 3861.6909493985972 -45.63735433857093 -1799.3138746890586 -35730.589139766489 52533.10525916316 -71083.219023437501 61788.730986286042 -38055.525741299716 -21669.457486979169 -38541.497602982956 287974.94375000003 -51362.831031250003 54537.524765625007 14121.782481971153 -21491.29962066474
leaf_weight=4045394 25 726 45 31 24 25 46 36 24 32 351 21282 51 397 46 281 178 4118 182 31 35 58 44 30 22 21 50 20 26 173
leaf_count=4045394 25 726 45 31 24 25 46 36 24 32 351 21282 51 397 46 281 178 4118 182 31 35 58 44 30 22 21 50 20 26 173
internal_value=0 -516.456 -482.24 14194 -2907.51 -10878.8 5098.69 -571.191 -610.31 -33016.3 -545.779 82.1601 14562.5 -2660.76 -12233.6 -9355.66 -1447.82 -2636.23 -18086.4 -1434.4 13321 23949 38715.5 62085.7 86963.4 121914 -11600.2 -9120.2 -34766.3 -2593.23
internal_weight=0 28410 28385 171 126 102 71 28214 28178 56 28122 21684 402 6438 724 678 5714 4988 360 4628 337 276 195 131 101 79 81 64 61 4291
internal_count=4073804 28410 28385 171 126 102 71 28214 28178 56 28122 21684 402 6438 724 678 5714 4988 360 4628 337 276 195 131 101 79 81 64 61 4291
is_linear=0
shrinkage=0.1


Tree=2939
num_leaves=31
num_cat=0
split_feature=6 6 0 7 4 4 4 0 0 4 1 4 4 0 1 7 4 6 4 1 1 6 4 3 1 4 1 4 0 1
split_gain=7.31621e+11 8.11539e+12 2.19365e+13 2.38551e+13 2.23276e+13 2.0626e+13 3.13367e+13 2.71576e+13 5.48117e+13 2.26922e+13 2.02579e+13 1.89489e+13 1.74628e+13 1.55681e+13 3.06156e+13 2.45636e+13 2.38863e+13 1.82257e+13 1.6368e+13 1.55629e+13 2.72202e+13 1.55442e+13 3.04673e+13 3.67673e+13 1.5577e+13 2.10692e+13 1.43808e+13 1.71916e+13 1.42773e+13 1.3785e+13
threshold=53.310000000000009 52.015000000000008 56.020150250000007 6.0000000000000009 24.500000000000004 19.500000000000004 18.500000000000004 59.91832440000001 59.939085000000013 14.500000000000002 60.549354600000008 16.500000000000004 18.500000000000004 43.687280500000007 40.024897700000004 6.0000000000000009 20.500000000000004 52.610000000000007 9.5000000000000018 30.330566300000005 30.277905650000005 52.330000000000005 24.500000000000004 13.500000000000002 53.187400150000009 25.500000000000004 30.260128500000004 17.500000000000004 59.882709350000006 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 7 9 -9 -5 21 28 -4 14 15 16 17 -3 -17 20 -6 22 23 -7 25 -23 -10 -28 -11 -19
right_child=-2 2 3 5 19 10 -8 8 26 11 -12 -13 -14 -15 -16 18 -18 29 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.1796754567770495 49.154472472120062 -39889.484831036265 -1666.2679509369225 4264.360458066606 -25202.462069424717 20365.45841674805 -43003.154218931973 -59753.152193660862 20630.634982812502 -23053.289695125575 -19086.200367109905 -430.12845889746899 13807.649346947639 -190.85935067301637 -3558.0437324818627 122233.944968378 117747.43678385418 -1122.9769791281435 17288.083288043479 -12396.056631955997 -132903.46924133302 -7759.9675542582763 -5521.9370251602004 122700.85414209907 29140.627092097358 35829.329769418262 -12852.953075565565 -85283.003998161759 -87194.728879856426 34318.501174800003
leaf_weight=2268458 1736959 53 14131 1378 88 104 322 298 125 559 516 486 769 45080 699 42 24 169 23 364 32 1327 178 53 156 121 906 34 37 313
leaf_count=2268458 1736959 53 14131 1378 88 104 322 298 125 559 516 486 769 45080 699 42 24 169 23 364 32 1327 178 53 156 121 906 34 37 313
internal_value=0 -36.5361 -1109.83 -3711.88 -1554.27 -8741.09 -13043.4 -10519.9 -21843 -4246.24 -1477.16 -15085.1 -867.648 122.926 10814.9 26915.3 20149.7 15771.5 85099.3 -22691.9 -53922.7 3208.9 22800.7 54911.8 -882.912 -4117.49 -11235.3 -15472.8 -27035.2 21891.9
internal_weight=0 2.33684e+06 68387 21984 15384 6600 4145 3823 1363 2460 2455 1082 14900 46403 1323 624 559 535 65 484 120 1939 335 157 1604 1448 1065 940 596 482
internal_count=4073804 2336845 68387 21984 15384 6600 4145 3823 1363 2460 2455 1082 14900 46403 1323 624 559 535 65 484 120 1939 335 157 1604 1448 1065 940 596 482
is_linear=0
shrinkage=0.1


Tree=2940
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 6 3 3 7 0 5 7 3 0 1 6 6 0 0 0 0 4 4 0 4 4 4 0 6 0
split_gain=7.92277e+11 8.22332e+12 4.17752e+13 1.33672e+14 9.48274e+13 8.5701e+13 7.75707e+13 6.0484e+13 5.18271e+13 6.95321e+13 5.096e+13 5.0351e+13 4.7672e+13 4.46315e+13 4.44674e+13 5.38209e+13 6.06475e+13 4.26079e+13 7.89503e+13 1.29041e+14 1.26483e+14 9.16477e+13 9.74923e+13 1.27031e+14 5.37851e+13 6.68436e+13 4.61145e+13 4.41376e+13 4.16902e+13 4.15851e+13
threshold=30.345769800000003 30.315889700000003 16.500000000000004 17.500000000000004 18.500000000000004 108.05000000000001 8.5000000000000018 5.5000000000000009 6.0000000000000009 59.838047850000002 2.5000000000000004 6.0000000000000009 16.500000000000004 60.028671700000011 30.323041000000003 50.410000000000004 60.910000000000004 59.825842200000004 59.91832440000001 59.939085000000013 59.905532300000012 13.500000000000002 15.500000000000002 59.838047850000002 11.500000000000002 13.500000000000002 13.500000000000002 60.042359000000012 35.305000000000007 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -3 14 9 -4 -10 -6 -13 -14 15 -5 -17 -8 20 -20 21 -19 23 -23 -22 -26 27 28 -21 -18
right_child=-2 2 3 4 11 -7 17 -9 10 -11 -12 12 13 -15 -16 16 29 18 19 26 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-118.03424586638944 -11.02713851597354 1084.816939895785 -29451.621082129335 147918.44629701128 3521.621150924555 89569.910887884325 -4100.9223421283523 10476.361875183056 -34927.969055527399 30847.351380638269 -92708.696937969609 -15437.551264425123 13930.282882548892 -28313.520391456947 27863.856742324344 -68745.982031250009 -22814.647690217393 3618.9671077383846 -150453.3698979592 -9915.7074541825514 231560.82580128207 204808.36150287831 -25206.079915006871 55844.882474701983 -40897.305649594913 145877.16876183712 -658.00246409460397 -17097.063202121419 33137.288944873224 136484.06732456139
leaf_weight=191371 3834081 26673 687 86 6457 62 1093 1227 920 265 183 3892 1229 314 314 34 23 587 49 260 39 76 91 232 27 66 1489 253 1667 57
leaf_count=191371 3834081 26673 687 86 6457 62 1093 1227 920 265 183 3892 1229 314 314 34 23 587 49 260 39 76 91 232 27 66 1489 253 1667 57
internal_value=0 176.366 1341.56 -2887.4 742.922 -26265.8 3384.57 22540 -29760.7 -12666.7 -44514.4 -2448.2 -9540.58 5333.68 51338 88192.4 43135.9 13730.6 17760.7 10754.2 41061.3 28754.6 65733.6 92602.1 132989 91652.3 12907.2 22172.6 27328.4 90685.7
internal_weight=0 239723 48352 15750 13633 2117 32602 1741 2055 952 1103 11892 5435 1543 514 200 114 5929 4836 3718 1118 986 399 308 132 93 3669 2180 1927 80
internal_count=4073804 239723 48352 15750 13633 2117 32602 1741 2055 952 1103 11892 5435 1543 514 200 114 5929 4836 3718 1118 986 399 308 132 93 3669 2180 1927 80
is_linear=0
shrinkage=0.1


Tree=2941
num_leaves=31
num_cat=0
split_feature=2 4 3 6 0 6 4 6 2 0 0 0 6 0 0 1 1 4 6 0 0 4 4 2 0 2 1 1 3 5
split_gain=6.99606e+11 4.70007e+12 1.21233e+13 1.99108e+13 3.29072e+13 6.06419e+13 5.08086e+13 6.24247e+13 2.65375e+13 2.44363e+13 2.35029e+13 2.1648e+13 2.83823e+13 3.58544e+13 3.52867e+13 3.98474e+13 3.70542e+13 9.24413e+13 6.2961e+13 4.38709e+13 2.92328e+13 3.90282e+13 2.37114e+13 2.00526e+13 1.93015e+13 1.94129e+13 1.88107e+13 1.818e+13 1.79047e+13 1.78037e+13
threshold=3129.5000000000005 16.500000000000004 3.5000000000000004 108.05000000000001 55.702806750000008 125.02000000000002 17.500000000000004 125.02000000000002 2828.5000000000005 45.015054600000006 55.539595350000006 45.055912800000009 46.010000000000012 43.687280500000007 44.601833250000006 39.069277450000008 39.749243900000003 17.500000000000004 59.815000000000005 43.6005307 43.550475500000012 17.500000000000004 22.500000000000004 2599.0000000000005 55.850146250000009 75.000000000000014 37.755233900000007 39.033214400000013 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 -1 3 11 5 9 7 26 10 -5 -7 12 13 22 16 27 17 -14 -19 28 21 -18 -3 24 25 -8 -6 29 -20 -16
right_child=-2 2 -4 4 6 8 23 -9 -10 -11 -12 -13 14 -15 15 -17 20 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-130.76305763831041 45.54363875755557 -52175.198218677666 21.838636231809748 -85060.884140625014 85841.985151811095 -186288.86265625001 18872.311505859376 174434.81291701001 -18212.972095927253 28951.749935103839 -60849.703800317802 636.95072948395295 219464.09187500004 2237.1045319185487 17370.58161766957 -7931.1953609061065 -66817.872132939883 -56829.695113031921 109803.1636918288 192408.68084490742 -60791.805264945659 90581.06534375 53344.117399088544 1783.7127583143447 9636.4656370192297 132335.03037623357 -549.10241988877112 34273.591156157418 6381.9776263297872 -3369.4783093984938
leaf_weight=1579917 1845171 189 564401 20 44 20 25 48 122 313 59 76177 35 2871 1611 969 23 47 26 27 46 50 24 360 65 38 59 443 47 557
leaf_count=1579917 1845171 189 564401 20 44 20 25 48 122 313 59 76177 35 2871 1611 969 23 47 26 27 46 50 24 360 65 38 59 443 47 557
internal_value=0 -37.7073 188.925 1307.4 14245 -4077.18 29556.4 80248.5 -47452.2 22104.1 -92606.5 1124.87 6461.29 -699.782 12151.8 9386.89 45036.3 73407.2 38631.8 83498.7 1645.54 40989.6 -40285.7 13871 47866.5 87310.1 36355.8 15814 43216.9 12042.1
internal_weight=0 2.22863e+06 648716 84315 1173 534 639 151 201 333 79 83142 6965 3084 3881 3580 301 182 147 100 119 73 213 488 128 63 103 2611 73 2168
internal_count=4073804 2228633 648716 84315 1173 534 639 151 201 333 79 83142 6965 3084 3881 3580 301 182 147 100 119 73 213 488 128 63 103 2611 73 2168
is_linear=0
shrinkage=0.1


Tree=2942
num_leaves=31
num_cat=0
split_feature=4 6 5 2 2 0 0 6 1 6 6 7 6 5 0 2 1 1 0 4 6 0 1 3 4 1 6 6 0 0
split_gain=7.52681e+11 4.94514e+12 1.02756e+13 2.23319e+13 2.94972e+13 2.49097e+13 4.55972e+13 3.95918e+13 3.50851e+13 7.81343e+13 5.35366e+13 2.54275e+13 2.71294e+13 2.52829e+13 2.51577e+13 2.44638e+13 2.4362e+13 2.64035e+13 2.91514e+13 5.41287e+13 4.26194e+13 3.55576e+13 3.49053e+13 6.60941e+13 6.51715e+13 3.77363e+13 3.50242e+13 6.20427e+13 8.05387e+13 3.95931e+13
threshold=5.5000000000000009 47.005000000000003 2.5000000000000004 36.000000000000007 2632.5000000000005 55.520061350000013 55.539595350000006 68.00500000000001 37.755233900000007 60.305000000000007 66.990000000000023 6.0000000000000009 50.010000000000012 1.5000000000000002 55.080855950000007 2200.0000000000005 37.843405600000004 37.682335600000009 55.82518790000001 3.5000000000000004 64.405000000000015 55.759969450000007 37.631035900000008 2.5000000000000004 3.5000000000000004 37.649344350000007 51.805000000000007 60.005000000000003 55.81943720000001 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 11 10 13 -5 12 -7 -10 -11 -12 17 18 21 -20 -21 -3 24 -24 -23 -25 -26 28 -28 -29
right_child=-2 2 -4 4 -6 6 -8 -9 9 14 15 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 25 26 -27 27 29 -30 -31
leaf_value=-107.64006686272151 -26.877506994127049 -6092.6836394274369 -74.774394581301991 -6301.6416179725666 460.15134776585057 67573.403185096147 5274.6908286023881 193425.95265625001 27460.816805700353 19397.758609990222 -84605.266320254203 109256.7110008446 -50377.845467748404 -2459.2422776685908 55146.90458221436 -5902.0976178850451 93652.405973307294 -21418.240776638457 96611.753686523443 -23456.819022233522 -115992.18668619794 -115333.70552884616 123022.07740963856 80611.664753605786 74256.183543346779 -75736.005972450657 -39914.356720813448 138813.58216751454 160031.41779119321 24890.561028645836
leaf_weight=665601 2928705 1666 281431 2444 161754 39 22230 20 296 852 134 37 39 6158 256 56 24 990 32 292 60 39 83 26 93 38 239 43 22 105
leaf_count=665601 2928705 1666 281431 2444 161754 39 22230 20 296 852 134 37 39 6158 256 56 24 990 32 292 60 39 83 26 93 38 239 43 22 105
internal_value=0 68.7419 313.581 865.391 1012.94 3759.04 5626.56 63567.7 -337.382 3124.69 -10276.7 40983.7 8597.78 -1087.02 27657.5 -61408.5 -6776.1 -7422.64 -2362.14 -27909.8 -39229.9 1805.36 20930.6 64141.3 9189.4 -12219.8 18863.5 6268.1 -23060.7 57989.8
internal_weight=0 1.1451e+06 479498 198067 194315 32561 22365 135 10196 7562 2634 115 78 6454 1108 190 3752 3728 2738 384 352 2354 688 147 541 64 502 409 261 148
internal_count=4073804 1145099 479498 198067 194315 32561 22365 135 10196 7562 2634 115 78 6454 1108 190 3752 3728 2738 384 352 2354 688 147 541 64 502 409 261 148
is_linear=0
shrinkage=0.1


Tree=2943
num_leaves=31
num_cat=0
split_feature=6 7 0 3 0 0 0 1 4 0 4 4 3 6 1 3 5 4 3 3 0 0 0 1 4 6 6 4 5 4
split_gain=7.24762e+11 4.56678e+12 1.22658e+13 1.77847e+13 1.15118e+13 6.25121e+13 3.41793e+13 3.27574e+13 2.72606e+13 2.23745e+13 4.27583e+13 2.57276e+13 2.8041e+13 3.25936e+13 2.57953e+13 2.36289e+13 2.07638e+13 2.23676e+13 3.08565e+13 3.0758e+13 1.9677e+13 1.86383e+13 3.92428e+13 3.27527e+13 2.57012e+13 4.79428e+13 3.52521e+13 2.80153e+13 4.52988e+13 2.35753e+13
threshold=87.395000000000024 6.0000000000000009 63.565651350000003 7.5000000000000009 55.791814000000009 55.858844800000007 55.876067900000002 49.195555600000006 4.5000000000000009 55.768246800000007 6.5000000000000009 20.500000000000004 1.5000000000000002 97.020000000000024 37.631035900000008 3.5000000000000004 4.5000000000000009 9.5000000000000018 15.500000000000002 13.500000000000002 55.783232450000007 55.82518790000001 55.812023600000011 37.475446350000006 11.500000000000002 89.00500000000001 92.02500000000002 19.500000000000004 3.5000000000000004 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 9 7 -7 8 -6 -3 15 12 -12 20 -13 -11 -8 -18 19 -19 -14 22 -10 -24 26 29 -23 28 -27 -26
right_child=1 2 3 -5 5 6 16 -9 21 10 11 14 13 -15 -16 -17 17 18 -20 -21 -22 24 23 -25 25 27 -28 -29 -30 -31
leaf_value=10.574292044860446 84.991460349159979 -1707.3054931543422 -120011.7918154762 10133.626078869049 116487.88350694446 -28056.739841622413 -834.76269767794156 -36639.624204020853 19192.458951470759 -3291.5564670138892 51059.838126148898 58376.382498719264 -41637.387017072717 -78195.687262104839 -16365.719363692435 109764.69340049343 -18297.440224847564 51405.443512641061 -5575.2883099365245 181131.59865056819 9547.5226828438899 -46073.176895081764 40076.890272380399 -23901.69996666439 164948.21242187501 41731.885179854115 27510.4113015408 12282.815745599586 195737.5025297619 50764.875213068182
leaf_weight=3832905 180006 32377 21 21 27 459 23877 121 1271 36 34 61 228 172 190 38 82 108 80 22 112 102 97 457 40 211 180 415 21 33
leaf_count=3832905 180006 32377 21 21 27 459 23877 121 1271 36 34 61 228 172 190 38 82 108 80 22 112 102 97 457 40 211 180 415 21 33
internal_value=0 -168.246 -916.841 -54939.1 -879.555 629.976 -1024.01 14322.2 16482.8 -2132.79 -17949 -24700.3 -36882.1 -42722 1798.7 54764.4 -510.628 25994.1 43288.9 73359.1 -24776.5 15527.7 9511.23 -12699.7 26485.9 36509 895.071 27841.2 55672 113331
internal_weight=0 240899 60893 42 60851 27603 24628 2975 2854 33248 871 797 546 512 251 74 24169 292 210 130 340 2827 1825 554 1002 720 282 647 232 73
internal_count=4073804 240899 60893 42 60851 27603 24628 2975 2854 33248 871 797 546 512 251 74 24169 292 210 130 340 2827 1825 554 1002 720 282 647 232 73
is_linear=0
shrinkage=0.1


Tree=2944
num_leaves=31
num_cat=0
split_feature=6 2 4 6 0 0 1 0 0 4 1 6 0 0 0 0 6 3 4 6 4 6 6 1 6 4 6 3 6 0
split_gain=6.9417e+11 7.39712e+12 1.4031e+13 4.78496e+13 3.98031e+13 4.61134e+13 3.81809e+13 2.42182e+13 6.54642e+13 6.82445e+13 3.89212e+13 3.31356e+13 3.24229e+13 3.21928e+13 3.91647e+13 4.00498e+13 3.85548e+13 2.5138e+13 3.91745e+13 2.21268e+13 3.65004e+13 1.86078e+13 1.84753e+13 2.45342e+13 2.66367e+13 5.99431e+13 2.23305e+13 3.55138e+13 2.45166e+13 2.13377e+13
threshold=102.04000000000001 2599.0000000000005 9.5000000000000018 106.49500000000002 55.850146250000009 55.897267000000006 37.586700500000006 55.910578700000009 56.020150250000007 5.5000000000000009 37.234509300000006 156.15000000000003 55.93962770000001 55.840017500000009 55.82518790000001 55.806294650000005 110.01500000000001 5.5000000000000009 8.5000000000000018 149.05000000000004 3.5000000000000004 168.45000000000002 168.45000000000002 37.425454150000007 247.90000000000001 3.5000000000000004 125.02000000000002 2.5000000000000004 120.05000000000001 56.850115550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 9 10 -9 -12 -11 14 15 -5 -17 18 -14 -15 -21 -22 26 -24 25 -25 27 28 -10 -28
right_child=1 -3 -4 7 5 -7 -8 8 22 12 11 -13 17 19 -16 16 -18 -19 -20 20 21 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=6.7892281608219722 79219.340487759793 -543.43594412045843 -420.5710966712798 2471.0183776975382 -109130.83091362848 16354.02754248358 22102.529229758853 126497.041875 30225.885795454549 199317.05401041667 23976.476160685223 -80820.664728338073 109290.45253748741 -44711.557880246779 84841.822531960235 50013.193229166674 -94499.167802734373 134065.55013834636 -60884.839176432288 -90630.414894701098 116638.53000837055 1350.6699776785715 -69609.321250000008 -11274.829250000001 1016.3679295953715 201763.94366629465 -69716.572121093748 -16734.20456554016 154492.879453125 -2600.1102387152782
leaf_weight=3966508 206 95454 7695 2036 36 157 271 25 77 30 96 44 31 271 55 24 80 48 24 23 28 28 20 25 53 28 100 221 20 90
leaf_count=3966508 206 95454 7695 2036 36 157 271 25 77 30 96 44 31 271 55 24 80 48 24 23 28 28 20 25 53 28 100 221 20 90
internal_value=0 -250.984 2106.37 6795.25 31265.4 -7052.47 46769.3 2079.97 15871.3 54528.5 11564 -8959.77 107830 -2970.51 1520.58 -620.852 -61150.2 81183.6 35032.1 -31136.1 15432.9 58994.6 -2298.86 31977.8 51145.2 101274 -10800.5 5405.63 55847.9 -37924.6
internal_weight=0 107296 11842 4147 670 193 477 3477 932 298 165 140 133 2545 2195 2140 104 103 55 350 79 56 634 126 106 53 508 318 97 190
internal_count=4073804 107296 11842 4147 670 193 477 3477 932 298 165 140 133 2545 2195 2140 104 103 55 350 79 56 634 126 106 53 508 318 97 190
is_linear=0
shrinkage=0.1


Tree=2945
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 6 3 3 0 7 0 5 6 6 0 0 0 0 4 4 0 4 4 1 7 0 6 5 0 4
split_gain=6.89496e+11 6.71466e+12 3.41566e+13 1.08531e+14 7.6732e+13 6.84521e+13 6.27942e+13 4.8907e+13 4.69968e+13 4.19834e+13 5.63242e+13 4.12541e+13 4.10214e+13 4.02391e+13 3.67583e+13 6.69047e+13 1.05321e+14 1.01796e+14 6.87674e+13 7.91302e+13 1.02693e+14 4.75389e+13 5.4142e+13 3.92259e+13 7.02036e+13 1.70508e+14 6.89443e+13 5.76262e+13 5.10257e+13 7.37164e+13
threshold=30.345769800000003 30.315889700000003 16.500000000000004 17.500000000000004 18.500000000000004 108.05000000000001 8.5000000000000018 5.5000000000000009 59.825842200000004 6.0000000000000009 59.838047850000002 2.5000000000000004 58.305000000000007 134.05000000000004 59.825842200000004 59.91832440000001 59.939085000000013 59.905532300000012 13.500000000000002 15.500000000000002 59.838047850000002 11.500000000000002 13.500000000000002 30.323041000000003 6.0000000000000009 60.034792100000011 63.005000000000003 1.5000000000000002 59.963561900000009 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 6 5 7 9 -3 -5 -6 10 12 -11 -4 14 -8 17 -17 18 -16 20 -20 -19 -23 26 -25 27 -18 -26 29 -29
right_child=-2 2 3 4 8 -7 13 -9 -10 11 -12 -13 -14 -15 15 16 23 21 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-101.49871194746467 -10.287032811331571 995.62430952572197 -8954.5364279370169 46167.714326684858 18689.975935655963 79852.487859122979 -3601.2244100493826 9424.161417600948 -4097.175268694752 -31448.92425887398 27753.581198626827 -83436.800179303274 -60516.153120826653 -103147.99666666667 5352.0393968474564 -135388.77421875001 16403.909322678708 215250.56731085526 184343.38791375412 -22664.267820655907 50336.513337053577 -36790.416391782412 131304.64675662879 -4403.0866449111008 5839.0238619351358 243040.79449013161 -27421.183042281918 46728.742427357458 37248.784468251848 231104.74392857144
leaf_weight=191371 3834081 26673 453 514 987 62 1092 1227 10905 920 265 183 234 30 585 49 961 38 76 91 231 27 66 716 621 38 573 57 643 35
leaf_count=191371 3834081 26673 453 514 987 62 1092 1227 10905 920 265 183 234 30 585 49 961 38 76 91 231 27 66 716 621 38 573 57 643 35
internal_value=0 164.529 1217.43 -2606.52 664.634 -23672 3064.78 20272.1 -2205.91 -26795.3 -11410.2 -40074.3 -26517 12373.3 12960.8 16723.2 10243.7 38203.4 27168.2 59234.6 83510.9 121010 82502.9 12202 21048.4 34121.1 33.7803 28266.4 47215.2 116872
internal_weight=0 239723 48352 15750 13633 2117 32602 1741 11892 2055 952 1103 687 5929 5899 4807 3693 1114 983 398 307 131 93 3644 2110 1394 1534 1356 735 92
internal_count=4073804 239723 48352 15750 13633 2117 32602 1741 11892 2055 952 1103 687 5929 5899 4807 3693 1114 983 398 307 131 93 3644 2110 1394 1534 1356 735 92
is_linear=0
shrinkage=0.1


Tree=2946
num_leaves=31
num_cat=0
split_feature=2 4 1 1 1 4 0 0 6 5 0 1 0 4 6 6 6 7 1 4 6 6 6 0 6 6 4 0 6 6
split_gain=7.07403e+11 4.40636e+12 1.15226e+13 7.56544e+13 4.11461e+13 1.81086e+14 1.26186e+14 8.27877e+13 7.44454e+13 5.55219e+13 5.41277e+13 5.96974e+13 5.35847e+13 1.27709e+14 7.1744e+13 8.06565e+13 7.88596e+13 1.01449e+14 6.37995e+13 7.17332e+13 7.80871e+13 5.02976e+13 7.24135e+13 4.59734e+13 4.39275e+13 4.30111e+13 3.9637e+13 5.35228e+13 3.96229e+13 4.85084e+13
threshold=3129.5000000000005 16.500000000000004 30.472130500000002 36.555998300000006 30.389265100000003 17.500000000000004 59.990753350000013 59.982409200000006 103.03500000000001 1.5000000000000002 60.002985000000002 30.425503950000003 59.963561900000009 19.500000000000004 81.705000000000013 93.050000000000011 101.02000000000002 6.0000000000000009 30.410676000000006 18.500000000000004 34.905000000000008 89.00500000000001 55.805000000000007 59.825842200000004 97.020000000000024 90.045000000000016 26.500000000000004 59.882709350000006 61.025000000000006 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 28 -3 6 7 8 -6 -9 -8 -12 13 21 26 -16 17 24 -14 20 -20 22 -7 -24 -17 -21 -15 -28 29 -4
right_child=-2 2 3 -5 5 12 10 9 -10 -11 11 -13 18 14 15 16 -18 -19 19 25 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-128.01809614756644 45.796715865592056 1.6384351349658468 -8180.2970024188362 160.31402093890847 19887.403370343851 11158.830540704546 -176505.82981770835 37467.936064410569 159524.49721554489 89373.344894588692 45376.937251314208 -51321.850898535653 18883.404207412186 3205.1554829030028 -43386.375036925427 -65638.632379257469 -32133.032628800676 140520.56364889708 23506.954972747095 -4447.2566930338307 -43383.405661804136 -11315.115697454637 -56817.026817255435 44681.47964065327 68235.550831213666 84337.227116477268 83003.136413043481 -86502.943287627553 -18852.871660294451 10861.673851172365
leaf_weight=1579917 1845171 92254 7680 514099 1816 1576 24 459 39 374 94 199 1028 13630 722 57 185 85 215 6883 927 403 46 1494 43 55 23 98 2588 1620
leaf_count=1579917 1845171 92254 7680 514099 1816 1576 24 459 39 374 94 199 1028 13630 722 57 185 85 215 6883 927 403 46 1494 43 55 23 98 2588 1620
internal_value=0 -37.9169 181.52 -22.059 1054.01 4239.76 27546.3 34583.5 22823.2 60772.4 -32125.4 -20299 1690.21 4800.8 740.11 -23931 14033.4 60199.9 -4580.83 -7566.13 -30790.2 21928.6 26228.1 41649.7 -8072.73 -3743.43 2699.3 -54282.8 -7908.82 -4863.31
internal_weight=0 2.22863e+06 648716 525987 122729 30475 3005 2688 1855 833 317 293 27470 18362 14843 1092 370 185 9108 8080 1142 3519 3116 1540 100 6938 13751 121 11888 9300
internal_count=4073804 2228633 648716 525987 122729 30475 3005 2688 1855 833 317 293 27470 18362 14843 1092 370 185 9108 8080 1142 3519 3116 1540 100 6938 13751 121 11888 9300
is_linear=0
shrinkage=0.1


Tree=2947
num_leaves=31
num_cat=0
split_feature=4 7 1 1 0 6 6 6 0 4 6 0 0 0 5 1 4 0 4 6 6 6 0 4 0 0 0 1 0 2
split_gain=6.89352e+11 4.49108e+12 1.90996e+13 2.76804e+13 3.07413e+13 2.45873e+13 3.88106e+13 2.56704e+13 3.70867e+13 5.53254e+13 2.3776e+13 2.26243e+13 4.24715e+13 6.87299e+13 2.73616e+13 2.33251e+13 2.6657e+13 2.32081e+13 2.22933e+13 2.45409e+13 2.10016e+13 3.60094e+13 2.25294e+13 2.0485e+13 4.88082e+13 2.9154e+13 1.33449e+14 2.51024e+13 3.91188e+13 6.41758e+13
threshold=5.5000000000000009 6.0000000000000009 30.303340300000002 30.362494150000003 57.719618750000002 50.010000000000012 80.720000000000013 44.820000000000007 59.933037250000005 4.5000000000000009 36.280000000000008 59.91832440000001 59.764576050000009 59.825842200000004 2.5000000000000004 30.624707450000006 4.5000000000000009 59.898927250000007 3.5000000000000004 66.010000000000005 91.02500000000002 98.020000000000024 59.882709350000006 4.5000000000000009 60.01610465000001 59.905532300000012 59.963561900000009 30.084656550000002 60.064438250000002 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 -7 10 -9 -10 -4 12 15 14 -14 16 -6 -15 -17 -20 -8 -22 -23 24 25 -3 -27 28 29 -25
right_child=-2 2 3 4 11 6 20 8 9 -11 -12 -13 13 17 -16 18 -18 -19 19 -21 21 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=111.03732831600503 -25.721974298029973 -425.7787025920544 11007.004303359987 -1707.1007405997909 7811.7064463744209 -39483.873761903851 41456.816726562502 -16860.586168957998 -4294.0064680232563 152670.05860621677 -28175.743170439309 -4935.6036853001951 77165.027381646461 -41036.525464295504 189567.51589355469 -3534.8012346006981 -16344.752260991312 31629.509805552167 14503.579899622637 48971.034360934289 -81458.877161907323 -63631.158996212122 28818.21093498405 -65813.884494896454 -60324.407798015978 267630.64028532611 234.1676454486269 26968.107912618976 56257.737152635003 8942.1011548237293
leaf_weight=1088281 2928705 1334 288 45986 1207 612 100 77 43 47 335 1442 67 57 32 556 735 192 1378 243 58 33 131 146 129 23 99 816 114 538
leaf_count=1088281 2928705 1334 288 45986 1207 612 100 77 43 47 335 1442 67 57 32 556 735 192 1378 243 58 33 131 146 129 23 99 816 114 538
internal_value=0 65.7865 -800.939 -1248.77 -834.647 -13714.6 -24697.8 -729.457 34087.3 77676.1 -10062.4 5955.11 9470.76 43017.2 113497 6636.53 -1330.93 14995.1 13743.9 19670.5 3405.04 -13735.4 10215.6 6705.29 -1369.81 3853.5 50645 14635.3 2024.32 -7014.59
internal_weight=0 1.1451e+06 56818 53619 51895 1724 934 790 167 90 623 5909 4467 348 99 4119 1942 249 2177 1621 322 222 164 3199 1585 1456 122 1614 798 684
internal_count=4073804 1145099 56818 53619 51895 1724 934 790 167 90 623 5909 4467 348 99 4119 1942 249 2177 1621 322 222 164 3199 1585 1456 122 1614 798 684
is_linear=0
shrinkage=0.1


Tree=2948
num_leaves=31
num_cat=0
split_feature=0 0 6 4 6 7 4 4 0 1 1 1 0 1 1 1 4 7 0 1 0 1 6 6 6 1 6 6 1 1
split_gain=7.0324e+11 6.38338e+12 1.05703e+13 1.09198e+13 1.66831e+13 1.56982e+13 2.25407e+13 2.56101e+13 3.86937e+13 3.49633e+13 2.13444e+13 2.17443e+13 2.76998e+13 3.27724e+13 6.67756e+13 1.82295e+13 1.54462e+13 1.52209e+13 3.35002e+13 1.58156e+13 1.88899e+13 1.46634e+13 2.26133e+13 1.32528e+13 4.17922e+13 1.2094e+13 1.27118e+13 1.84233e+13 1.18456e+13 6.2265e+13
threshold=54.94110555000001 54.962581500000006 134.05000000000004 9.5000000000000018 41.990000000000002 6.0000000000000009 14.500000000000002 16.500000000000004 54.947152850000002 82.956351500000011 82.971668900000012 82.963919600000011 54.947759400000002 82.941727000000014 82.895858600000011 39.029038350000008 17.500000000000004 6.0000000000000009 54.94428030000001 83.050033500000012 54.945424150000001 82.956351500000011 31.995000000000001 66.50500000000001 65.00500000000001 82.975438000000011 34.010000000000012 37.005000000000003 43.047633000000012 47.899251850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 11 12 13 14 15 -5 -10 19 -19 28 -21 -15 -23 24 -20 26 -7 -28 -6 -30
right_child=1 -3 -4 5 17 25 7 8 16 -11 -12 -13 -14 21 -16 -17 -18 18 23 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=60.650687477249122 -1856.1380263269068 9.0703905329783048 -59029.407711693551 -65931.546033653853 2234.0890196116948 -3342.234794238615 4887.7590412492018 12839.459714521086 37139.845277443914 61237.412255987205 -10027.665808108408 28.503898689044174 -26452.091781928437 10206.367028523764 183744.02311793738 42735.871607730267 -28746.486116937347 -37188.902945929061 14494.816903398623 28748.139292968754 -10732.084567342961 21513.143122389865 -6668.8815870944545 43071.12793817935 -80655.170533130789 -8292.3563673823919 18772.433000662997 98.156237077571632 137135.99456845238 14216.615701771698
leaf_weight=1301151 3976 2612784 31 26 783 11268 260 937 39 191 4155 16181 606 600 28 38 406 236 318 150 631 293 10076 92 54 1854 531 103876 42 2191
leaf_count=1301151 3976 2612784 31 26 783 11268 260 937 39 191 4155 16181 606 600 28 38 406 236 318 150 631 293 10076 92 54 1854 531 103876 42 2191
internal_value=0 -28.4622 -641.867 -630.543 2862.95 -826.1 -2724.1 8060.62 1308.22 28752 -3341.8 -2344.25 -5635.03 -4494.52 54941 -1410.27 -22972.2 7035.32 -6514.38 9533.29 -3149.46 -4993.02 -5872.53 9087.32 682.722 -279.676 -151.252 193.131 12817.5 16528.6
internal_weight=0 2.77265e+06 159869 159838 8473 151365 33836 1833 1382 451 32003 27848 11667 11061 92 64 445 4497 700 3797 781 10969 10369 464 372 117529 115675 104407 3016 2233
internal_count=4073804 2772653 159869 159838 8473 151365 33836 1833 1382 451 32003 27848 11667 11061 92 64 445 4497 700 3797 781 10969 10369 464 372 117529 115675 104407 3016 2233
is_linear=0
shrinkage=0.1


Tree=2949
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 1 1 3 0 4 6 3 6 6 0 1 5 6 7 0 3 0 6 0 4 3 6 4 4 5
split_gain=6.87543e+11 4.10194e+12 1.43825e+13 5.58819e+13 4.86803e+13 2.86219e+13 2.01677e+13 1.99774e+13 1.84856e+13 3.82614e+13 1.81554e+13 2.58863e+13 1.7937e+13 1.7073e+13 1.51201e+13 1.17758e+13 1.16477e+13 1.78774e+13 2.68437e+13 2.62789e+13 2.50838e+13 2.4618e+13 1.75146e+13 1.6567e+13 1.78578e+13 1.65368e+13 1.53748e+13 3.88683e+13 1.74266e+13 1.79577e+13
threshold=3129.5000000000005 30.624707450000006 59.699368850000006 59.898927250000007 30.472130500000002 30.205407000000005 30.345769800000003 1.5000000000000002 60.05226170000001 7.5000000000000009 77.565000000000012 5.5000000000000009 86.030000000000015 73.995000000000019 59.963561900000009 30.509101000000005 2.5000000000000004 78.010000000000005 6.0000000000000009 60.064438250000002 3.5000000000000004 59.950512650000007 76.605000000000004 60.05226170000001 20.500000000000004 7.5000000000000009 60.910000000000004 14.500000000000002 21.500000000000004 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 5 4 10 -2 -7 8 9 14 -4 12 -12 -6 -5 -16 23 18 19 20 -18 -20 -21 26 25 -25 28 -28 29 -9
right_child=1 -3 3 7 13 6 -8 16 -10 -11 11 -13 -14 -15 15 -17 17 -19 21 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-37.380838703592104 65.603364099594373 15.787302647105927 9068.6137181528811 101614.66480273439 48368.691708407809 -89579.039344618053 -13536.153652432737 3543.8504345018041 4757.1599619757653 11535.467276521384 44533.100568000642 94864.699918094761 -55799.755357142858 131755.28051215279 99564.745800781253 7343.6543923611116 -1622.8350881657132 -2081.6967355324628 -46539.321826508298 4268.635099900629 46520.240838770609 6571.8015088344564 75618.976488240573 -1190.6161499214372 10187.105239830989 -9763.3553671384725 -46221.229539482905 2685.419323750848 -1450.6641719968111 16360.619895827169
leaf_weight=2228633 40062 1776285 1573 75 271 36 1118 3528 1646 475 49 62 28 27 20 45 142 1522 127 776 455 279 36 5774 903 3687 223 599 3764 1584
leaf_count=2228633 40062 1776285 1573 75 271 36 1118 3528 1646 475 49 62 28 27 20 45 142 1522 127 776 455 279 36 5774 903 3687 223 599 3764 1584
internal_value=0 45.1493 802.274 2565.79 18622.7 -381.649 -15908.4 1308.02 10284.2 25076.8 12129.8 46772.2 8048.43 55923.9 71020.4 35719.4 440.677 5911.21 12613.8 19142 35069.1 -10041.8 7431.95 -469.26 -3249.05 -4531.46 2501.43 -10582.4 3713.12 7515.24
internal_weight=0 1.84517e+06 68886 27670 2010 41216 1154 25660 2261 615 1712 139 77 298 140 65 23399 3337 1815 1409 597 406 812 20062 10364 9461 9698 822 8876 5112
internal_count=4073804 1845171 68886 27670 2010 41216 1154 25660 2261 615 1712 139 77 298 140 65 23399 3337 1815 1409 597 406 812 20062 10364 9461 9698 822 8876 5112
is_linear=0
shrinkage=0.1


Tree=2950
num_leaves=31
num_cat=0
split_feature=1 6 6 5 0 0 4 5 0 6 6 4 0 6 6 4 3 1 3 5 4 4 3 5 0 4 0 4 4 4
split_gain=6.92215e+11 3.86749e+12 3.09173e+13 4.84023e+13 3.07159e+13 1.58185e+13 2.35572e+13 1.39095e+13 1.33974e+13 1.12856e+13 1.26908e+13 1.55461e+13 8.98225e+12 8.30261e+12 9.95157e+12 1.51909e+13 2.21851e+13 1.10519e+13 2.86395e+13 2.43395e+13 3.23825e+13 2.55313e+13 2.19298e+13 1.34103e+13 1.14138e+13 8.68247e+12 1.8467e+13 7.42299e+12 2.43619e+13 7.91518e+12
threshold=30.226173900000003 130.05000000000004 134.05000000000004 3.5000000000000004 59.898927250000007 60.042359000000012 4.5000000000000009 3.5000000000000004 59.848366150000011 168.45000000000002 156.15000000000003 20.500000000000004 54.707511300000007 138.05000000000004 149.05000000000004 3.5000000000000004 2.5000000000000004 20.507515800000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 18.500000000000004 1.5000000000000002 3.5000000000000004 57.719618750000002 5.5000000000000009 54.724612400000005 4.5000000000000009 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 4 -3 8 7 -7 12 10 11 -10 -4 -14 15 -15 -17 22 24 21 -21 23 -16 -20 -19 26 -24 -18 -29 -30
right_child=-2 2 5 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 17 16 27 18 19 20 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-325.65828664909827 6.609370616924739 108554.49758522728 21366.955327772557 177019.93756009615 -39221.202105869394 50012.030289713548 -127581.11786684784 -52125.733203125004 7301.4453498208604 68920.749317491325 -51634.853560697113 72331.902360026041 -62469.031002103366 84440.937019230783 -96939.405431547624 -93989.081101190473 -28305.443334960939 -7420.5490234375002 -74434.48967737268 -63544.452724358976 86063.639945652176 2726.6954334077382 -4810.1871189024387 -170833.01612903227 86146.983274147729 -3586.379550393212 98436.183208007817 112280.34936899038 -40182.794504310346 20698.685609567903
leaf_weight=100855 3971697 22 133 26 39 24 23 30 157 45 26 48 26 26 21 21 32 32 27 39 23 21 41 31 22 151 30 26 29 81
leaf_count=100855 3971697 22 133 26 39 24 23 30 157 45 26 48 26 26 21 21 32 32 27 39 23 21 41 31 22 151 30 26 29 81
internal_value=0 -257.087 5266.65 62771.2 14075 972.324 -42829.2 -6731.17 4072.25 23105.7 14180.7 22528.1 -2397.27 -7052.11 -4845.62 12774.4 2915.54 -13494.7 -31227.1 -54943.7 -8044.68 -91750.6 734.967 -125958 30699.6 9974.43 38815 15028.6 25224.9 4648.11
internal_weight=0 102107 1252 87 61 1165 77 54 1088 276 231 205 812 679 653 215 189 438 195 141 62 79 243 58 54 222 71 168 136 110
internal_count=4073804 102107 1252 87 61 1165 77 54 1088 276 231 205 812 679 653 215 189 438 195 141 62 79 243 58 54 222 71 168 136 110
is_linear=0
shrinkage=0.1


Tree=2951
num_leaves=31
num_cat=0
split_feature=6 6 5 1 1 1 1 4 4 1 0 1 7 5 6 0 0 4 6 7 6 1 4 6 1 0 3 5 0 3
split_gain=6.8402e+11 4.46891e+12 1.27084e+13 1.49674e+13 3.20671e+13 6.701e+13 1.60346e+13 1.27159e+13 1.12021e+13 1.64253e+13 2.31977e+13 1.45198e+13 1.30697e+13 1.5645e+13 1.18609e+13 1.06174e+13 2.07164e+13 1.87357e+13 1.68417e+13 1.91519e+13 2.57043e+13 3.14124e+13 3.72347e+13 3.74692e+13 1.61309e+13 1.52214e+13 2.47792e+13 2.9074e+13 1.42897e+13 1.25711e+13
threshold=42.005000000000003 46.805000000000007 2.5000000000000004 36.593086150000012 30.410676000000006 30.438492500000006 30.303340300000002 3.5000000000000004 4.5000000000000009 30.370944000000005 59.898927250000007 30.315889700000003 6.0000000000000009 1.5000000000000002 43.405000000000008 60.002985000000002 60.05226170000001 23.500000000000004 44.010000000000012 6.0000000000000009 45.005000000000003 30.362494150000003 16.500000000000004 44.820000000000007 50.298521650000005 59.990753350000013 10.500000000000002 1.5000000000000002 60.01610465000001 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 7 4 6 -6 -4 -2 9 10 -9 12 13 -12 -13 25 17 18 -17 -20 21 22 23 -21 -18 -10 27 -27 -24 -19
right_child=1 -3 3 -5 5 -7 -8 8 15 -11 11 14 -14 -15 -16 16 24 29 19 20 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=56.71435530060451 1715.894295305897 29.385321805726559 20393.57118294909 3153.5563856165386 229336.553190918 33654.585114310132 -32435.520042883833 -1589.142776991446 -447.58912318691893 -3542.6557327242499 67801.178859077074 13603.023701435812 -44958.686666666668 2747.2717360371294 82073.815059814457 1307.8856653915341 -5302.3208763928951 8539.9959702487195 10166.444093519543 73991.276822916669 15223.073394521891 -17560.951154242623 83123.060825892855 228231.25100446428 3835.5277404483118 -34342.754002813082 14662.234142791649 -3054.2164812151022 -15431.738974294356 -13335.885369001116
leaf_weight=1397217 27594 2214937 153 4144 20 140 92 553 395094 17838 59 37 30 99 80 1848 4267 418 2962 36 313 36 28 28 3530 536 311 666 31 707
leaf_count=1397217 27594 2214937 153 4144 20 140 92 553 395094 17838 59 37 30 99 80 1848 4267 418 2962 36 313 36 28 28 3530 536 311 666 31 707
internal_value=0 -29.6057 -312.637 4946.77 23295.1 58114.8 555.708 -364.978 -498.665 -2892.6 10622.3 32763 15550.5 27039.6 60420.7 -389.717 2296.64 6509.61 9005.27 13147.6 31855.6 64597.7 88644.1 141471 -1165.27 -485.926 -10496.9 -17006.5 31340 -5207.78
internal_weight=0 2.67659e+06 461650 4549 405 160 245 457101 429507 18696 858 305 188 158 117 410811 14204 6407 5282 3434 472 159 123 64 7797 396607 1513 1202 59 1125
internal_count=4073804 2676587 461650 4549 405 160 245 457101 429507 18696 858 305 188 158 117 410811 14204 6407 5282 3434 472 159 123 64 7797 396607 1513 1202 59 1125
is_linear=0
shrinkage=0.1


Tree=2952
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 0 7 1 6 1 6 6 1 7 1 0 5 6 1 6 6 6 0 6 6 4 7 0 4 0
split_gain=7.13008e+11 1.20511e+13 3.27343e+13 5.40836e+13 8.73229e+13 8.74729e+13 6.23735e+13 6.99453e+13 9.61282e+13 1.00987e+14 7.64454e+13 5.15976e+13 5.14168e+13 6.27689e+13 1.60521e+14 1.2424e+14 9.74642e+13 8.54217e+13 7.79844e+13 1.06563e+14 6.76322e+13 4.36433e+13 4.96935e+13 4.45735e+13 6.24903e+13 3.92375e+13 3.79491e+13 3.76985e+13 3.75308e+13 7.32794e+13
threshold=56.888401950000009 16.500000000000004 14.500000000000002 59.982409200000006 30.438492500000006 60.034792100000011 6.0000000000000009 30.315889700000003 102.04000000000001 30.205407000000005 32.005000000000003 56.505000000000003 30.315889700000003 6.0000000000000009 30.345769800000003 60.034792100000011 2.5000000000000004 78.605000000000004 30.389265100000003 80.720000000000013 41.990000000000002 128.05000000000004 60.028671700000011 68.515000000000015 96.050000000000011 15.500000000000002 6.0000000000000009 56.986919400000012 15.500000000000002 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 -4 8 9 -8 -11 -12 -5 18 15 16 20 -18 21 -20 -15 22 23 -14 -25 -24 -7 -9 29 -29
right_child=1 -3 3 4 5 26 7 27 -10 10 11 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=19.547227017954803 -66.178830412391207 612.96271962746346 -793.0423802380302 2099.1602266681452 -42974.615139746558 -10256.674397548131 -6179.7263865931018 -21509.01204796003 130153.86425304879 108200.85231119793 -31419.899648104347 -69997.350710404833 5916.8714406664412 84773.468646434616 -26189.241054087674 249589.66089527027 202229.92900771103 50161.015085827472 24039.103804402261 153881.41102366729 -67.869290865384627 -119602.94028320313 -51239.598949627543 124483.9647983285 -41119.445060483878 -2381.2101463864392 18099.241919322496 -4840.273536840371 -854.31307529141532 -33703.240134582251
leaf_weight=3343812 492118 182983 25806 3270 637 1400 1569 1382 41 33 938 550 252 157 232 37 77 71 897 68 234 32 215 86 31 698 712 3886 10443 1137
leaf_count=3343812 492118 182983 25806 3270 637 1400 1569 1382 41 33 938 550 252 157 232 37 77 71 897 68 234 32 215 86 31 698 712 3886 10443 1137
internal_value=0 -89.5383 -324.536 -2640.8 4397.7 -10493.8 -4040.66 -8235.47 -21960.9 -23979.2 -42340.4 -45679 10837.3 20093.5 44041.6 72329 60160.8 129278 11602.9 33188.6 33998.9 -4249.56 -1370.23 29598.8 80606.1 -13886.7 -697.294 -5684.77 -4270.75 -11373.7
internal_weight=0 729992 547009 54891 9106 2749 45785 19979 3131 3090 1521 1488 6357 3087 808 576 539 148 2279 965 391 1314 1282 369 117 913 2112 16848 15466 5023
internal_count=4073804 729992 547009 54891 9106 2749 45785 19979 3131 3090 1521 1488 6357 3087 808 576 539 148 2279 965 391 1314 1282 369 117 913 2112 16848 15466 5023
is_linear=0
shrinkage=0.1


Tree=2953
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 0 6 0 1 6 0 6 6 1 3 5 6 1 6 7 0 7 6 2 6 4 6 6 6 3
split_gain=7.08014e+11 3.79925e+12 3.24509e+13 2.3973e+13 2.3371e+13 2.54142e+13 2.3845e+13 1.62466e+13 1.47342e+13 1.25203e+13 1.19012e+13 2.94428e+13 2.30892e+13 2.15177e+13 1.86995e+13 1.58635e+13 1.55347e+13 1.4666e+13 1.25258e+13 2.12831e+13 1.30738e+13 1.34227e+13 1.06996e+13 1.06263e+13 1.09957e+13 1.08086e+13 1.16825e+13 9.91872e+12 9.38733e+12 9.3222e+12
threshold=83.000013850000016 55.080855950000007 55.071632200000003 11.500000000000002 55.390026600000006 55.972700350000004 108.05000000000001 55.783232450000007 107.59716050000002 26.495000000000001 55.348830750000012 94.02500000000002 118.04500000000002 86.020047450000007 4.5000000000000009 4.5000000000000009 102.04000000000001 86.169282750000022 63.855000000000011 6.0000000000000009 55.102137100000007 6.0000000000000009 53.995000000000012 3658.0000000000005 67.445000000000007 7.5000000000000009 81.705000000000013 78.605000000000004 69.015000000000015 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 2 -2 -4 9 6 7 8 -6 -3 12 13 17 -12 29 -14 -16 18 20 -20 -11 -22 -9 24 -15 26 -26 -5 -10 -13
right_child=1 4 3 27 5 -7 -8 22 28 10 11 14 15 23 16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=15.104624770019152 -212.62022251164504 -9696.7495137352653 27802.959769310139 -19999.31440463167 -4487.9472086852238 334.48819300624086 -72600.420758402135 -10507.412262234004 16639.762728389618 28025.036911262723 -40380.871295783232 43683.680069444446 -64840.555724344136 7419.7851344343408 147315.59260777067 24935.752283653848 53942.897955197703 12942.300353200058 -2974.9804798962491 -52008.305467711107 3905.7260093904465 -22310.453552792678 -36424.791827734378 -61347.081863839288 59092.155751731181 10541.590263465143 7821.4579939657187 -67063.038572140955 86199.030027173925 -32477.215562500001
leaf_weight=3601077 369729 622 106 948 6582 80154 53 439 124 218 89 45 81 2457 28 26 49 1464 1519 94 6886 201 250 21 132 248 67 47 23 25
leaf_count=3601077 369729 622 106 948 6582 80154 53 439 124 218 89 45 81 2457 28 26 49 1464 1519 94 6886 201 250 21 132 248 67 47 23 25
internal_value=0 -115.062 -263.668 -17406.2 425.755 -185.449 -5763.69 -5286.16 -3788.64 4178.33 4810.59 10189.4 3189.62 8057.98 53890.3 -43025.8 87896.6 3665.93 2143.09 -5832.47 3904.16 3162.19 -19911.4 9531.84 10044.4 24471 41830.2 -22222.4 27523.2 16483.4
internal_weight=0 472727 370830 1101 101897 87625 7471 7418 6729 14272 13650 3161 10489 3014 147 107 77 10382 8918 1613 7305 7087 689 2925 2904 447 199 995 147 70
internal_count=4073804 472727 370830 1101 101897 87625 7471 7418 6729 14272 13650 3161 10489 3014 147 107 77 10382 8918 1613 7305 7087 689 2925 2904 447 199 995 147 70
is_linear=0
shrinkage=0.1


Tree=2954
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 4 1 4 4 0 4 4 1 6 0 6 4 1 1 1 6 1 4 5 1 1 1 6 0 0
split_gain=7.02515e+11 1.27612e+13 1.26614e+13 1.2478e+13 2.35649e+13 1.06021e+13 1.05763e+13 1.21502e+13 1.02641e+13 9.54755e+12 1.87283e+13 3.84066e+13 7.6725e+13 3.2357e+13 8.2941e+13 3.13841e+13 2.95243e+13 2.69959e+13 3.09045e+13 2.61186e+13 2.60775e+13 2.51157e+13 2.3495e+13 2.4422e+13 2.08743e+13 3.76445e+13 5.43001e+13 4.60623e+13 8.9859e+13 2.30958e+13
threshold=55.214863500000007 55.303261650000003 61.025000000000006 37.804148700000006 37.924401400000008 3.5000000000000004 37.897576350000001 16.500000000000004 24.500000000000004 55.123213100000008 12.500000000000002 19.500000000000004 61.400814300000008 120.05000000000001 55.193450100000007 189.00000000000003 10.500000000000002 59.999510900000011 37.586700500000006 37.46219940000001 83.820000000000007 61.381045500000006 8.5000000000000018 3.5000000000000004 61.400814300000008 61.335446300000008 61.29689960000001 88.00500000000001 55.183288250000011 55.183288250000011
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -8 -9 -1 16 13 -13 24 15 -15 17 18 19 -11 -20 22 -19 -24 25 26 27 -12 -29 -27
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 12 -14 14 -16 -17 -18 21 20 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-6.0529389427859401 -15954.854205327734 -19.475738588073714 -8046.9124183816939 48402.563901038935 -1469.2043766896059 -2752.1973660260264 9728.5197213595038 131392.47324218749 31293.852715773814 -7181.6335704495032 8328.3030158052188 -7337.9920684942108 63638.421471323461 -38663.065298910929 107744.82221575799 84007.882173295468 -10921.653174386474 9131.3994264155099 -11137.572721876593 12404.122468512316 -73740.687452248967 -346.21717764424471 1502.1016085634583 18415.452719774839 -3676.2342574606882 24215.707031061098 -10381.051218206783 8657.9916930930394 104671.17813534768 -6001.0541097574305
leaf_weight=1980158 558 1983143 3623 119 11615 169 61 20 21 1447 4629 3616 159 401 47 22 2230 5864 3096 1286 68 40761 24165 885 1229 2189 1511 275 151 286
leaf_count=1980158 558 1983143 3623 119 11615 169 61 20 21 1447 4629 3616 159 401 47 22 2230 5864 3096 1286 68 40761 24165 885 1229 2189 1511 275 151 286
internal_value=0 -42.2999 -2838.77 -1336.81 -657.357 23521.1 12595.3 38024.1 80122.4 40.7677 1023.75 4327.84 -4348.52 7377.5 -18280.2 -32283 422.779 748.903 -5754.86 2034.35 -12483 1283.99 3433.48 2099.64 8551.71 10213.9 6252.25 11224.1 42690.8 20724
internal_weight=0 1.99933e+06 16186 12563 12005 390 271 102 41 2.07448e+06 94317 14515 3775 10740 470 423 79802 77572 5897 2733 3164 71675 30914 25050 10270 9041 6566 5055 426 2475
internal_count=4073804 1999329 16186 12563 12005 390 271 102 41 2074475 94317 14515 3775 10740 470 423 79802 77572 5897 2733 3164 71675 30914 25050 10270 9041 6566 5055 426 2475
is_linear=0
shrinkage=0.1


Tree=2955
num_leaves=31
num_cat=0
split_feature=0 0 3 1 6 6 6 6 6 6 4 6 4 4 1 6 1 6 6 4 4 6 4 6 6 5 6 4 4 3
split_gain=6.53572e+11 4.33065e+12 1.80485e+13 2.63966e+13 2.00979e+13 2.23415e+13 5.8653e+13 7.22475e+13 3.6529e+13 1.87997e+13 1.76128e+13 1.64544e+13 5.79051e+13 8.20317e+13 7.02153e+13 4.29308e+13 8.00483e+13 3.78408e+13 7.4987e+13 3.56216e+13 4.71972e+13 3.26126e+13 2.82185e+13 5.6367e+13 3.20396e+13 2.72859e+13 4.99987e+13 3.13689e+13 2.61133e+13 2.5251e+13
threshold=43.051287600000009 43.472751400000007 1.5000000000000002 40.024897700000004 30.425000000000001 108.05000000000001 89.00500000000001 81.705000000000013 78.605000000000004 34.905000000000008 14.500000000000002 76.00500000000001 12.500000000000002 18.500000000000004 39.939672500000007 74.015000000000015 40.965343750000009 55.015000000000008 57.715000000000011 13.500000000000002 17.500000000000004 49.895000000000003 15.500000000000002 103.03500000000001 95.045000000000016 2.5000000000000004 118.04500000000002 19.500000000000004 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 4 -2 6 7 8 9 -6 -11 12 15 14 17 -4 -17 21 -19 29 22 -14 24 -24 -21 27 -27 -22 -15 -13
right_child=1 -3 11 -5 5 -7 -8 -9 -10 10 -12 19 13 28 -16 16 -18 18 -20 20 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=457.20347744684307 -7861.1645162175209 3.0650143438515958 -351.70661041963126 -4473.8124590842617 55385.936329490825 -68372.552360769419 158674.87404785157 -162396.91304873512 158872.06515625003 13191.888407553672 108332.32728515627 -38395.520945548051 -53057.729197871769 106833.62139423078 35613.255094401044 110670.685359375 -7560.3838244082326 -223596.91703125002 -62531.262200486526 -55453.365076013521 105533.54990808824 16444.419726562501 153688.21675575658 -19574.698465401787 63247.069462559586 -81033.142493556705 45551.967493206525 -20010.583907063803 13935.599333224827 -10349.830394470951
leaf_weight=31028 267 4026531 10283 1165 143 26 32 21 20 718 20 398 290 39 99 100 134 35 166 37 34 88 57 28 59 97 46 48 135 1660
leaf_count=31028 267 4026531 10283 1165 143 26 32 21 20 718 20 398 290 39 99 100 134 35 166 37 34 88 57 28 59 97 46 48 135 1660
internal_value=0 -3.509 -1632.96 6349.38 16460.9 23087.4 25580 20960.6 25234.2 22200.5 15770.2 -3024.81 -1419.19 -26493.2 -42212.4 612.093 42965.7 -55519.4 -90577.5 -10433.2 16637.3 -36877.3 54651.6 96613.4 17497.9 -13943.1 -40313.5 32044.3 34757.6 -15773.6
internal_weight=0 4.04278e+06 16245 2412 1247 980 954 922 901 881 738 13833 11369 852 678 10517 234 579 201 2464 406 378 181 85 96 225 143 82 174 2058
internal_count=4073804 4042776 16245 2412 1247 980 954 922 901 881 738 13833 11369 852 678 10517 234 579 201 2464 406 378 181 85 96 225 143 82 174 2058
is_linear=0
shrinkage=0.1


Tree=2956
num_leaves=31
num_cat=0
split_feature=2 7 2 6 4 3 3 4 6 6 6 4 0 4 5 6 6 4 5 6 6 3 3 0 6 1 3 4 6 6
split_gain=7.03179e+11 2.14003e+12 3.9487e+12 7.72082e+12 7.19641e+12 6.86804e+12 4.76899e+12 7.04093e+12 4.55817e+12 6.70894e+12 9.40405e+12 2.14625e+13 5.76769e+12 1.41065e+13 6.60817e+12 6.9971e+12 9.99459e+12 4.02489e+12 4.04744e+12 3.72806e+12 4.7295e+12 3.44873e+12 3.12729e+12 3.73344e+12 7.68374e+12 1.12703e+13 1.48129e+13 8.75276e+12 7.30332e+12 5.612e+12
threshold=11703.500000000002 6.0000000000000009 13916.000000000002 122.65000000000002 14.500000000000002 6.5000000000000009 9.5000000000000018 10.500000000000002 64.805000000000021 98.020000000000024 92.02500000000002 7.5000000000000009 43.051287600000009 5.5000000000000009 4.5000000000000009 149.05000000000004 138.05000000000004 13.500000000000002 3.5000000000000004 130.05000000000004 118.04500000000002 3.5000000000000004 6.5000000000000009 44.046956350000009 82.00500000000001 72.839788400000018 1.5000000000000002 9.5000000000000018 104.01000000000001 75.010000000000005
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 22 3 4 17 -5 7 8 -4 10 -10 -12 14 -14 15 16 19 18 -3 20 21 -11 23 -2 27 26 28 29 -26 -25
right_child=1 2 6 5 -6 -7 -8 -9 9 12 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.4928619121554441 -839.95775140744399 -53.049960580401958 311.30733163466152 -45367.394899937732 -50958.350210336539 19946.162500000002 -34543.411988146552 57998.774759615393 12419.40052990269 2783.172575683594 749.67584931344709 122234.52662259615 -11332.776837940706 84894.23692187501 38355.14838362069 -52246.094890202708 60369.315383184527 45712.316071428577 40876.054261718753 -53097.282578125007 24851.151844618056 -28454.698853106835 -4519.0770573578702 3749.7563969208627 106153.21981534093 85190.54108886719 629.50774522718496 -17491.101738749465 23706.504689243862 -20271.242174804691
leaf_weight=4059190 6380 720 872 69 26 21 29 26 592 60 33 26 39 25 29 37 21 21 25 20 36 86 1303 3550 22 24 182 219 21 100
leaf_count=4059190 6380 720 872 69 26 21 29 26 592 60 33 26 39 25 29 37 21 21 25 20 36 86 1303 3550 22 24 182 219 21 100
internal_value=0 692.417 3170.98 -2372.71 781.246 -30127.6 5703.11 6316.75 5600.48 10194.3 16213.7 54285.4 -906.773 26255.9 -6922.04 -11972.2 -5289.97 2537.42 1320.41 -12115.9 -7612.49 -15617.2 101.603 675.117 3022.42 20049.6 13101.2 1926.59 65888.5 3091.65
internal_weight=0 14614 2813 882 792 90 1931 1902 1876 1004 651 59 353 64 289 260 223 766 745 202 182 146 11801 10498 4118 249 225 3869 43 3650
internal_count=4073804 14614 2813 882 792 90 1931 1902 1876 1004 651 59 353 64 289 260 223 766 745 202 182 146 11801 10498 4118 249 225 3869 43 3650
is_linear=0
shrinkage=0.1


Tree=2957
num_leaves=31
num_cat=0
split_feature=2 6 3 6 2 7 3 4 6 6 6 4 0 4 5 6 6 6 6 4 3 4 3 6 6 3 4 6 4 5
split_gain=7.00058e+11 8.8652e+11 7.92001e+11 8.52497e+11 6.93667e+11 4.46459e+12 3.86288e+12 5.70315e+12 3.69212e+12 5.43424e+12 7.61728e+12 1.73846e+13 4.67183e+12 1.14262e+13 5.35262e+12 5.66765e+12 8.09562e+12 3.01973e+12 3.91288e+12 4.08244e+12 4.29889e+12 3.13676e+12 3.391e+12 2.52555e+12 1.08059e+13 5.99897e+12 5.9642e+12 4.52069e+12 4.61322e+12 3.29674e+12
threshold=15792.500000000002 57.995000000000012 3.5000000000000004 43.905000000000008 13916.000000000002 6.0000000000000009 9.5000000000000018 10.500000000000002 64.805000000000021 98.020000000000024 92.02500000000002 7.5000000000000009 43.051287600000009 5.5000000000000009 4.5000000000000009 149.05000000000004 138.05000000000004 130.05000000000004 104.01000000000001 5.5000000000000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 75.605000000000004 79.710000000000022 7.5000000000000009 10.500000000000002 122.65000000000002 9.5000000000000018 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=4 2 3 -2 -1 23 7 8 -7 10 -10 -12 14 -14 15 16 17 18 -11 20 -20 -21 -23 -6 -25 26 29 28 -27 -26
right_child=1 -3 -4 -5 5 6 -8 -9 9 12 11 -13 13 -15 -16 -17 -18 -19 19 21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-1.6962810225942637 -7980.2674592391313 7721.4688401442318 -940.85177408854167 -34922.016507975262 519.37293023177142 280.17656672766446 -31089.070797413791 52198.899248798079 11177.460400514346 -28845.226044573108 674.70725319602275 110011.07455115687 -10199.498983373398 76404.815382812507 34519.634051724141 -47021.484501689192 54332.383370535717 -47787.555156250004 54631.312078124996 -35755.148796622983 -5978.9211825284092 29502.939505709139 -23841.171981534091 -28146.428194952867 3868.0334149499158 39356.08189174108 -47490.96418541218 64552.300000000003 -18576.445211226852 -9312.4143154281392
leaf_weight=4065040 23 26 30 24 5662 872 29 26 592 56 33 26 39 25 29 37 21 20 25 31 22 26 22 167 482 28 29 22 27 313
leaf_count=4065040 23 26 30 24 5662 872 29 26 592 56 33 26 39 25 29 37 21 20 25 31 22 26 22 167 482 28 29 22 27 313
internal_value=0 -8244.1 -13635.1 -21737.8 0.208445 894.191 5132.8 5685.08 5040.43 9174.83 14592.3 48856.8 -816.096 23630.3 -6229.83 -10775 -4760.97 -10904.3 -6851.24 2923.87 26260.6 -10960 5053.56 -321.967 -4782.33 -451.803 -2946.15 26241 10916.5 -1321.25
internal_weight=0 103 77 47 4.0737e+06 8661 1931 1902 1876 1004 651 59 353 64 289 260 223 202 182 126 47 79 48 6730 1068 901 824 77 55 795
internal_count=4073804 103 77 47 4073701 8661 1931 1902 1876 1004 651 59 353 64 289 260 223 202 182 126 47 79 48 6730 1068 901 824 77 55 795
is_linear=0
shrinkage=0.1


Tree=2958
num_leaves=31
num_cat=0
split_feature=0 4 6 4 7 5 1 6 1 6 1 6 1 6 6 4 6 6 6 6 6 6 4 3 1 1 6 1 1 6
split_gain=6.64661e+11 3.22798e+12 7.11798e+12 4.0641e+12 4.6958e+12 4.61495e+12 6.91129e+12 1.11207e+13 7.51085e+12 5.74448e+12 1.91173e+13 7.81249e+12 8.89299e+12 7.11407e+12 5.95946e+12 9.35995e+12 5.53213e+12 5.17911e+12 4.98399e+12 1.88101e+13 9.04478e+12 4.02782e+12 3.93963e+12 3.51461e+12 3.45752e+12 1.61846e+13 7.38851e+12 6.178e+12 1.7332e+13 6.89754e+12
threshold=61.78914120000001 9.5000000000000018 114.05000000000001 17.500000000000004 6.0000000000000009 2.5000000000000004 50.298521650000005 78.010000000000005 94.478249850000012 56.205000000000005 63.728898350000001 50.010000000000012 65.64204770000002 61.425000000000004 53.995000000000012 12.500000000000002 55.805000000000007 84.810000000000016 67.00500000000001 66.990000000000023 63.855000000000011 54.710000000000008 14.500000000000002 6.5000000000000009 52.419561900000012 50.815483650000004 73.995000000000019 59.999510900000011 63.728898350000001 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 24 3 5 -5 9 16 8 -8 11 18 -3 14 22 15 -13 -7 -9 19 20 -11 -14 -12 -6 25 -2 -27 29 -29 -26
right_child=1 2 -4 4 23 6 7 17 -10 10 13 12 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=3.384970979546539 -1571.6920768613793 710.62238033218955 52345.944713092671 -44869.013816964289 12670.479553404852 -27535.620377604169 -16017.661754261366 -76063.286399147735 47734.296019345238 -35977.484402231072 -29528.36117913662 36177.759899184282 12202.497325583066 32703.030942809466 59162.186957287398 -41645.353847656253 22071.728047373599 -17071.450757366678 -4749.0329012784086 -110381.71594827587 24818.755175781251 -40083.381550480772 22654.44425951087 -18844.346097656249 1331.4155089808862 -20650.421006747943 -80812.625816761371 -20199.764774485313 -647.59975632695375 12724.94114871555
leaf_weight=4045394 9106 957 29 35 67 24 33 22 42 104 39 68 34 103 61 20 355 46 66 29 32 26 23 75 6854 283 22 478 8801 576
leaf_count=4045394 9106 957 29 35 67 24 33 22 42 104 39 68 34 103 61 20 355 46 66 29 32 26 23 75 6854 283 22 478 8801 576
internal_value=0 -481.998 3117.97 2486.56 -12061.1 3722.14 11862.4 -6870.08 19683.4 1001.76 -9404.31 4535.9 22051.6 16593.1 35141.4 18490.7 18930.4 -36157 -27973.9 -37263.8 -21672.5 -10454.7 -10170.2 -3974.67 -797.615 -2330.65 -24990 65.8373 -1654.81 2214.68
internal_weight=0 28410 2290 2261 177 2084 522 143 75 1562 396 1166 209 165 149 88 379 68 231 165 136 60 62 142 26120 9411 305 16709 9279 7430
internal_count=4073804 28410 2290 2261 177 2084 522 143 75 1562 396 1166 209 165 149 88 379 68 231 165 136 60 62 142 26120 9411 305 16709 9279 7430
is_linear=0
shrinkage=0.1


Tree=2959
num_leaves=31
num_cat=0
split_feature=6 1 5 5 4 1 1 5 0 0 5 3 6 1 6 4 0 0 4 6 7 0 4 0 0 6 6 3 4 3
split_gain=6.63208e+11 3.45983e+12 5.52209e+12 4.19782e+12 7.05386e+12 3.81292e+12 6.53082e+12 6.11974e+12 1.72693e+13 6.05864e+12 5.22238e+12 6.19164e+12 4.89829e+12 5.14373e+12 9.14655e+12 8.20033e+12 8.03408e+12 2.2105e+13 6.43431e+12 6.31584e+12 7.27943e+12 1.28604e+13 1.05157e+13 7.25521e+12 1.37587e+13 7.53835e+12 4.88609e+12 4.76086e+12 4.60447e+12 9.8594e+12
threshold=27.215000000000003 30.624707450000006 3.5000000000000004 2.5000000000000004 5.5000000000000009 37.475446350000006 37.586700500000006 2.5000000000000004 55.922096200000006 55.520061350000013 2.5000000000000004 1.5000000000000002 26.495000000000001 37.534144550000008 25.305000000000003 8.5000000000000018 55.783232450000007 55.79439725000001 12.500000000000002 21.020000000000003 6.0000000000000009 55.866549750000011 11.500000000000002 55.753967500000009 55.840017500000009 19.050000000000004 22.940000000000005 7.5000000000000009 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 2 3 -1 -5 7 10 -3 9 -9 11 -7 13 16 19 -16 18 -18 -13 23 22 -22 -21 -15 -25 -26 -20 -19 -14 -30
right_child=-2 5 -4 4 -6 6 -8 8 -10 -11 -12 12 28 14 15 -17 17 27 26 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-3158.5796922093068 -5.897780868166242 3397.7847172676229 -43697.601648319134 71652.261193847662 2302.0574715909092 -22469.824464026166 358.18999836446528 -26094.521701738911 -82165.723803710949 33477.131907894734 32421.772120535719 -29101.016169084825 32132.128311695771 -5407.909151021322 -3000.1178222656254 -84625.889276123053 106117.91209239131 19009.314876769022 12890.595335996242 -8518.7215553977276 10509.204049521999 -70967.723437499997 70164.602500000008 -101580.356375 13506.994058866279 -38762.621294135555 -11560.394097900391 -7252.0581263512186 -37567.044038085936 35676.874494485295
leaf_weight=2980 3988583 5403 33 20 55 215 74877 31 32 38 35 119 68 225 20 32 23 122 133 33 76 26 35 25 43 77 212 159 40 34
leaf_count=2980 3988583 5403 33 20 55 215 74877 31 32 38 35 119 68 225 20 32 23 122 133 33 76 26 35 25 43 77 212 159 40 34
internal_value=0 276.033 -3010.02 -2570.51 20795.4 399.58 216.975 2941.88 -21446.6 6713.06 -5818.26 -6597.76 -4325.8 -6171.08 -13175.8 -53231.4 -771.62 11864.4 -9050.38 -9318.57 6636.36 -10259.4 31980 -16649.2 -34092.6 -20032.7 -2134.36 4149.68 13347.3 -3914.43
internal_weight=0 85221 3088 3055 75 82133 76629 5504 101 69 1752 1717 1502 1360 592 52 768 304 464 540 170 102 68 370 145 120 345 281 142 74
internal_count=4073804 85221 3088 3055 75 82133 76629 5504 101 69 1752 1717 1502 1360 592 52 768 304 464 540 170 102 68 370 145 120 345 281 142 74
is_linear=0
shrinkage=0.1


Tree=2960
num_leaves=31
num_cat=0
split_feature=6 3 3 3 1 4 0 1 4 3 5 1 2 0 1 0 1 1 3 0 4 1 1 1 3 1 0 1 4 5
split_gain=6.60441e+11 1.57595e+12 3.35389e+12 3.29308e+12 9.3819e+12 3.75775e+12 3.74963e+12 2.46609e+12 2.42753e+12 5.52456e+12 9.98448e+12 1.2148e+13 9.63948e+12 3.45642e+12 2.96695e+12 6.86843e+12 6.42137e+12 3.11651e+12 3.00547e+12 2.81772e+12 2.24841e+12 7.09471e+12 1.01318e+13 2.15662e+13 8.68199e+12 1.10481e+13 7.98684e+12 8.25949e+12 6.98928e+12 7.2846e+12
threshold=247.90000000000001 20.500000000000004 17.500000000000004 15.500000000000002 38.958307950000012 22.500000000000004 45.125532050000011 38.893394150000006 17.500000000000004 11.500000000000002 1.5000000000000002 61.381045500000006 2882.5000000000005 54.707511300000007 30.277905650000005 59.856552950000008 30.389265100000003 30.472130500000002 10.500000000000002 57.719618750000002 8.5000000000000018 37.290808600000013 37.649344350000007 39.004719500000007 7.5000000000000009 37.46219940000001 45.07004340000001 37.978059650000013 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 3 5 7 8 -6 -5 9 14 -11 12 -12 -10 15 19 -16 -18 20 -2 -19 -22 24 26 25 -23 -24 -28 29 -25
right_child=1 -3 -4 4 6 -7 -8 -9 13 10 11 -13 -14 -15 16 -17 17 18 -20 -21 21 22 23 28 -26 -27 27 -29 -30 -31
leaf_value=-1.1276821706507549 -21224.734765625002 -19080.593454391892 33887.878710937504 -7271.5000532670456 -72889.6233125 41353.624348958336 -20451.776002604169 39080.27545572917 9564.1531105324084 -27023.611342592591 36335.96780700684 -18271.008016690343 124834.9931640625 -37492.425900021117 41495.573789062502 -62351.636067708343 -36349.342223011365 4175.9654554305844 -31756.024421296301 31857.4296875 -53329.727148437501 -37766.010105298912 -99683.772812500014 4310.1849100255913 85171.160725911468 61356.9933371804 -64369.370837402348 14193.828829823371 -54364.048437500001 -47513.21071428572
leaf_weight=4070611 20 37 32 22 25 24 30 24 27 27 32 22 20 37 40 24 22 1589 27 20 26 23 25 867 24 22 32 23 22 28
leaf_count=4070611 20 37 32 22 25 24 30 24 27 27 32 22 20 37 40 24 22 1589 27 20 26 23 25 867 24 22 32 23 22 28
internal_value=0 1437.63 1678.18 1348.25 -16414.3 1941.7 -44287.2 16912 1626.3 2046.43 25028.2 44020.1 70374.1 -17640.4 1227.39 -20059.1 1719.21 1136.4 1440.94 5316.35 1775.26 -1718.07 -459.251 -3023.98 36599.2 10694.1 -52818.2 -31515.7 1320.12 2688.89
internal_weight=0 3193 3156 3124 101 3023 55 46 2999 2935 101 74 52 64 2834 64 2770 2730 2708 40 2681 1092 1066 997 69 45 80 55 917 895
internal_count=4073804 3193 3156 3124 101 3023 55 46 2999 2935 101 74 52 64 2834 64 2770 2730 2708 40 2681 1092 1066 997 69 45 80 55 917 895
is_linear=0
shrinkage=0.1


Tree=2961
num_leaves=31
num_cat=0
split_feature=6 1 1 4 7 1 0 4 3 2 7 0 4 6 4 5 4 3 5 0 5 0 2 5 3 3 1 2 4 2
split_gain=6.59643e+11 4.93145e+12 8.10292e+12 1.0637e+13 1.01711e+13 7.4715e+12 6.22582e+12 6.0382e+12 5.63188e+12 5.19367e+12 5.27309e+12 5.9134e+12 8.36088e+12 6.84843e+12 9.75682e+12 5.00794e+12 7.28263e+12 5.00339e+12 4.91834e+12 4.33997e+12 1.30419e+13 1.2333e+13 7.96414e+12 6.70579e+12 1.2358e+13 1.79178e+13 8.60587e+12 8.57727e+12 6.64031e+12 1.6885e+13
threshold=21.020000000000003 37.978059650000013 38.893394150000006 12.500000000000002 6.0000000000000009 37.858952300000006 55.660117850000006 15.500000000000002 3.5000000000000004 915.50000000000011 6.0000000000000009 45.067157700000003 3.5000000000000004 19.050000000000004 15.500000000000002 1.5000000000000002 14.500000000000002 12.500000000000002 1.5000000000000002 57.174562350000009 4.5000000000000009 57.14107305000001 3930.5000000000005 3.5000000000000004 4.5000000000000009 5.5000000000000009 65.574968200000015 3999.0000000000005 20.500000000000004 2911.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -5 18 19 12 -12 -14 -15 -13 -17 -10 -4 20 21 23 -22 28 26 -26 -25 -27 -11 -30
right_child=-2 2 9 8 -6 6 -8 -9 17 10 11 15 13 14 -16 16 -18 -19 -20 -21 22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-1699.4849296500438 3.648153410884762 9667.117519588006 26568.12489517454 -73273.730253906251 59501.975456486194 9969.9893775201617 -7457.7530133635664 -39108.898048738673 17554.213727678572 -600.81018603189057 -14938.048794716284 3764.8696006506989 15103.828569184532 85864.692656250001 8064.6633391203713 748.2139973958333 -52906.399507962742 -46173.283948863638 -19766.474379185267 3738.841055988295 -18134.908911700582 -13649.581804271413 -88243.818629807691 11228.437928355825 102686.98433622473 43567.761611643145 -53310.697280092601 -38075.472203480116 -69151.434594207123 18099.806556919644
leaf_weight=6155 4040593 861 126 20 43 31 560 131 28 19898 57 1851 129 40 27 72 39 22 28 1989 43 744 26 88 34 31 27 22 47 42
leaf_count=6155 4040593 861 126 20 43 31 560 131 28 19898 57 1851 129 40 27 72 39 22 28 1989 43 744 26 88 34 31 27 22 47 42
internal_value=0 -443.85 178.863 9129.57 12037.6 -2828.39 -12452.3 -29717.3 -28425.3 -164.907 -276.766 4383.09 18771.8 28575.1 54512.4 2527.67 -18103.4 -10485.9 18143.7 -725.706 -1148.52 -1005.45 -44552.8 -539.494 17589.2 46026.4 -3924.23 9678.12 -722.712 -27976.7
internal_weight=0 33211 26334 974 904 6877 722 162 70 25360 25206 2215 253 196 67 1962 111 50 154 22991 21002 20933 69 20189 202 87 115 53 19987 89
internal_count=4073804 33211 26334 974 904 6877 722 162 70 25360 25206 2215 253 196 67 1962 111 50 154 22991 21002 20933 69 20189 202 87 115 53 19987 89
is_linear=0
shrinkage=0.1


Tree=2962
num_leaves=31
num_cat=0
split_feature=0 1 1 6 4 6 6 1 3 4 3 6 4 4 6 3 6 6 3 5 3 6 3 3 7 3 4 4 6 6
split_gain=6.52743e+11 1.25075e+13 2.08543e+13 1.76032e+13 1.92021e+13 5.83953e+13 2.93699e+13 2.11214e+13 2.58488e+13 4.78587e+13 2.93113e+13 2.77021e+13 2.08667e+13 2.18352e+13 2.09904e+13 2.13253e+13 1.94679e+13 1.90103e+13 2.94195e+13 1.89393e+13 4.15919e+13 3.30821e+13 2.28688e+13 4.23804e+13 3.21515e+13 2.26095e+13 3.66503e+13 2.18342e+13 2.20496e+13 2.16314e+13
threshold=44.601833250000006 33.882313700000005 38.066230450000006 38.995000000000012 4.5000000000000009 41.285000000000004 142.05000000000004 38.011626600000007 1.5000000000000002 3.5000000000000004 2.5000000000000004 53.005000000000003 7.5000000000000009 8.5000000000000018 48.810000000000009 1.5000000000000002 50.010000000000012 51.405000000000008 6.5000000000000009 2.5000000000000004 3.5000000000000004 92.02500000000002 4.5000000000000009 3.5000000000000004 6.0000000000000009 1.5000000000000002 5.5000000000000009 6.5000000000000009 48.945000000000007 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 -5 12 -7 -9 -10 11 -11 19 17 -15 -16 -12 -14 -19 21 -21 22 23 25 27 26 -6 28 -25 -24
right_child=-2 2 -4 4 6 7 -8 8 9 10 16 -13 13 14 15 -17 -18 18 -20 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-9891.1465724465979 7.66273959193677 -11694.575950511229 -334.43388215295039 197763.83515625002 69083.789817676734 -21271.290690540132 -81862.891891891893 -25289.635062500001 150517.19369283537 11352.027890625001 78912.730664062503 175798.02678571432 15261.812984687838 -22983.843463844478 -44699.667925347225 20572.436274948679 -33910.109194711542 32562.43259183444 112207.73436316289 -17662.696006944443 81913.856618175283 -117747.0908203125 -7655.2778306222726 25946.286840820314 -14579.781671697443 -11558.873578158293 -5488.5624962645161 9906.6499843750007 98899.873574703 -59290.091269833283
leaf_weight=1322 3929793 466 138313 20 103 84 37 50 41 20 20 21 231 172 54 685 65 156 66 81 87 24 496 63 88 770 183 75 121 97
leaf_count=1322 3929793 466 138313 20 103 84 37 50 41 20 20 21 231 172 54 685 65 156 66 81 87 24 496 63 88 770 183 75 121 97
internal_value=0 -209.102 -119.399 6677.25 8866.84 32299.4 6771.03 21305.1 37786.3 56671.3 26134.1 95580.5 7694.3 17401.8 8479.82 15802.9 -7363.56 35344.2 56240.8 1642.65 33903.7 -1040.45 362.832 7321.72 37641.1 -2641.2 21367.9 55384.2 73921.2 -16101.4
internal_weight=0 144011 142689 4376 3910 321 3589 301 217 167 126 41 3552 1364 911 739 85 453 222 2188 168 2020 1996 1403 347 1056 286 259 184 593
internal_count=4073804 144011 142689 4376 3910 321 3589 301 217 167 126 41 3552 1364 911 739 85 453 222 2188 168 2020 1996 1403 347 1056 286 259 184 593
is_linear=0
shrinkage=0.1


Tree=2963
num_leaves=31
num_cat=0
split_feature=4 1 0 7 4 4 4 0 0 1 2 5 6 0 6 4 4 6 1 1 6 1 3 3 6 6 7 0 1 1
split_gain=6.36902e+11 5.23163e+12 1.5856e+13 7.65571e+13 7.77116e+13 8.86376e+13 4.77557e+13 2.97205e+13 2.13315e+13 2.33637e+13 1.97542e+13 1.95136e+13 1.94721e+13 2.35625e+13 4.09792e+13 2.44537e+13 3.93703e+13 1.92563e+13 1.89163e+13 1.74871e+13 2.73582e+13 1.9491e+13 2.04506e+13 2.15614e+13 1.66216e+13 2.17241e+13 1.38728e+13 3.34331e+13 3.73751e+13 7.21137e+13
threshold=9.5000000000000018 37.600779750000008 44.878071950000013 6.0000000000000009 6.5000000000000009 7.5000000000000009 8.5000000000000018 44.601833250000006 44.739668300000005 37.343102500000008 7833.0000000000009 1.5000000000000002 134.05000000000004 44.685196900000008 42.875000000000007 2.5000000000000004 3.5000000000000004 57.995000000000012 37.331232350000008 37.290808600000013 82.905000000000015 37.318079750000003 1.5000000000000002 5.5000000000000009 62.010000000000012 57.995000000000012 6.0000000000000009 59.982409200000006 37.46219940000001 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 7 -1 -7 -10 -5 -6 13 14 -9 -16 -17 -18 24 20 -15 22 -21 -24 25 -8 -4 28 29 -28
right_child=-2 -3 26 4 5 8 18 12 9 -11 -12 -13 -14 19 15 16 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-7379.2570638586367 36.829380470392344 -115.87876044716887 525.19156389480406 12251.499000709493 108638.2730041504 81327.189080255688 -2685.8732266806473 -27592.764362444199 10284.016878244329 109795.98301504629 -53115.873334316042 201392.64709302329 -84296.541796875012 -27533.197413880345 -16934.043346774193 157535.17684715759 9356.8663932291656 88212.333274841309 -26824.479748649297 75899.93387398099 95335.010000000009 9106.1322414510869 11922.518189429433 111389.44501953125 -23295.665636461265 50459.713633355037 -966.8621296690967 -10882.706828431161 -11671.440407011691 15715.856794936975
leaf_weight=918 2181312 1583619 256692 362 48 88 529 63 187 27 53 43 20 193 31 47 60 64 635 92 20 1422 237 24 311 90 37577 3410 2847 2783
leaf_count=918 2181312 1583619 256692 362 48 88 529 63 187 27 53 43 20 193 31 47 60 64 635 92 20 1422 237 24 311 90 37577 3410 2847 2783
internal_value=0 -42.45 334.025 5624.03 34082.7 65951.4 789.173 7806.72 39882.1 22839.3 3903.38 152467 13939.9 14812 42822.1 64783.2 79597.4 50056.5 -13519.5 11078.2 -15996.3 14327.2 35359.1 21068.9 -4434.84 5041.27 236.984 -1350 -597.661 183.485
internal_weight=0 1.89249e+06 308873 5564 808 393 4756 3191 302 214 415 91 2273 2253 265 202 171 124 1565 1988 213 1775 353 261 930 619 303309 46617 43207 40360
internal_count=4073804 1892492 308873 5564 808 393 4756 3191 302 214 415 91 2273 2253 265 202 171 124 1565 1988 213 1775 353 261 930 619 303309 46617 43207 40360
is_linear=0
shrinkage=0.1


Tree=2964
num_leaves=31
num_cat=0
split_feature=1 1 6 6 0 0 0 6 6 0 0 1 4 0 1 5 4 4 4 1 7 0 0 0 4 0 6 5 6 6
split_gain=7.78655e+11 1.51886e+13 4.89325e+13 6.22493e+13 5.41536e+13 4.59946e+13 4.87946e+13 5.77758e+13 3.31886e+13 5.32526e+13 7.20091e+13 5.63151e+13 5.59463e+13 8.04253e+13 6.61243e+13 4.39029e+13 4.34584e+13 4.23372e+13 4.40521e+13 4.99736e+13 1.53912e+14 1.87268e+14 1.90882e+14 6.5121e+13 1.30848e+14 7.46986e+13 7.22944e+13 6.43653e+13 5.91186e+13 6.61067e+13
threshold=37.503969450000007 37.563506350000004 57.005000000000003 56.010000000000012 55.303261650000003 55.812023600000011 55.791814000000009 56.805000000000007 64.405000000000015 55.866549750000011 55.783232450000007 37.517483500000004 8.5000000000000018 55.82518790000001 37.534144550000008 2.5000000000000004 5.5000000000000009 3.5000000000000004 24.500000000000004 37.543519500000009 6.0000000000000009 55.539595350000006 55.554045200000012 55.737027400000009 12.500000000000002 55.676890650000011 70.00500000000001 3.5000000000000004 73.41500000000002 74.015000000000015
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 6 -5 -8 -6 10 17 -11 -12 15 -15 -14 -13 -10 19 -19 23 -22 -23 25 26 27 -25 28 -21 -30
right_child=1 -3 4 5 8 -7 7 -9 9 11 12 16 13 14 -16 -17 -18 18 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-94.37337488382758 181.1349686314345 -9.4828010519125367 -16193.195692370617 -10976.87791504463 11078.709650814599 -39450.045883160972 190287.14748263892 -18566.574068509617 -48704.423906901044 -33588.550687488758 -3596.3126787204187 38117.46900703862 107074.96977699531 -35464.617887665721 36775.249127700306 37506.089106074469 -3617.8066136672096 15012.311957140584 -9755.2610388443336 5824.8317931396068 -45329.088128175994 241390.96928453949 46420.659654112125 -135189.62563384435 -261875.90204741378 61674.904611247861 678.2751647135417 47656.863743121066 -112880.11479945232 -25716.738853636973
leaf_weight=719797 37915 3289771 1146 877 8466 688 27 26 150 608 412 265 213 165 546 158 4265 4265 1645 583 113 76 148 53 29 146 150 159 97 845
leaf_count=719797 37915 3289771 1146 877 8466 688 27 26 150 608 412 265 213 165 546 158 4265 4265 1645 583 113 76 148 53 29 146 150 159 97 845
internal_value=0 20.2533 1543.15 -638.596 5034.67 -19847.5 -5345.91 87830.6 6067.37 3256.02 7524.09 -5011.81 27763.6 39704.8 20010.7 77447.3 -1176.34 3949.45 4899.99 8517.62 -3028.8 59625.5 112571 -13268.6 -63179.8 -6941.07 -34794.6 -12890 -19202.7 -34692.2
internal_weight=0 3.35401e+06 64236 39533 24703 1618 930 53 23557 15091 9953 5138 1494 1082 711 371 4530 8459 8309 6664 2399 337 224 2062 232 1830 203 1684 1525 942
internal_count=4073804 3354007 64236 39533 24703 1618 930 53 23557 15091 9953 5138 1494 1082 711 371 4530 8459 8309 6664 2399 337 224 2062 232 1830 203 1684 1525 942
is_linear=0
shrinkage=0.1


Tree=2965
num_leaves=31
num_cat=0
split_feature=2 0 1 4 6 3 4 0 6 7 0 0 1 1 1 0 0 1 6 4 6 0 6 0 6 3 3 1 6 0
split_gain=7.80064e+11 3.86785e+12 1.50396e+13 3.88665e+12 4.58004e+12 5.71057e+12 3.74012e+12 1.59281e+13 1.47491e+13 1.15625e+13 2.35594e+13 4.67316e+13 4.65555e+13 3.36163e+13 6.80919e+13 7.71152e+13 5.38267e+13 5.22438e+13 4.48965e+13 3.65032e+13 3.04838e+13 2.95543e+13 3.82054e+13 2.84297e+13 2.85907e+13 3.33218e+13 6.0046e+13 4.56129e+13 4.68205e+13 3.32638e+13
threshold=3129.5000000000005 61.686687400000004 65.593879100000024 3.5000000000000004 37.995000000000012 4.5000000000000009 19.500000000000004 47.207933300000008 43.905000000000008 6.0000000000000009 56.818587550000011 55.111813300000001 65.593879100000024 60.590708550000009 60.620042600000012 56.791379400000004 56.802121050000004 60.636764050000004 89.00500000000001 29.500000000000004 75.010000000000005 55.183288250000011 149.05000000000004 56.850115550000005 85.020000000000024 14.500000000000002 18.500000000000004 60.636764050000004 118.04500000000002 56.838524800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 -9 23 18 15 -15 21 -18 -13 20 -19 22 -16 24 -12 -26 27 28 -27 -28
right_child=6 2 3 4 5 -7 7 9 -10 -11 12 13 -14 14 16 -17 17 19 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-38.587408759565854 87.183260800318877 31254.755124189269 7383.9566672585224 4012.0367559523811 -68793.987428977271 -20149.120594113374 -1434.537849656102 -564.15913734726917 -13580.10668628406 479.02197979319538 6767.3938406665393 -13986.530334348143 -23382.339646585144 -25945.511617732394 -21445.520914113396 36036.66647143157 -14338.302440111147 -52695.473551253439 -59981.930275135877 68425.169419642858 -128427.70531486743 558.73425839974425 114821.53913690476 1084.083833699282 12334.404740869257 173913.30927734377 -10293.81431115415 -12905.358175223215 39719.786979166674 129087.55516113281
leaf_weight=2228439 1715812 53 22 21 55 43 2345 26097 1743 77915 1956 2745 659 276 1017 736 886 273 230 21 66 3447 21 8224 418 78 119 28 39 20
leaf_count=2228439 1715812 53 22 21 55 43 2345 26097 1743 77915 1956 2745 659 276 1017 736 886 273 230 21 66 3447 21 8224 418 78 119 28 39 20
internal_value=0 -39.8166 -14159.2 -31229.7 -38368.3 -47449.8 48.0912 -470.424 -6613.04 -269.97 -1502.29 -2768.43 2426.92 -8687.86 -4781.22 19132.4 -9003.98 -27390.8 -17542.5 -59514.3 -67439.8 -3895.85 -18688.7 3989.9 12980.6 30292.8 56724.5 101745 129182 9761.06
internal_weight=0 2.22863e+06 194 141 119 98 1.84517e+06 129359 4088 125271 47356 35815 11541 9718 6743 1012 5731 1246 2975 360 339 4485 1038 10882 2658 702 284 145 117 139
internal_count=4073804 2228633 194 141 119 98 1845171 129359 4088 125271 47356 35815 11541 9718 6743 1012 5731 1246 2975 360 339 4485 1038 10882 2658 702 284 145 117 139
is_linear=0
shrinkage=0.1


Tree=2966
num_leaves=31
num_cat=0
split_feature=0 0 6 4 4 7 1 7 6 1 1 0 4 1 1 1 6 6 6 6 4 1 0 6 4 1 6 6 4 4
split_gain=7.34171e+11 5.46051e+12 8.69871e+12 9.00831e+12 1.42214e+13 1.50367e+13 2.60936e+13 1.27047e+13 1.97398e+13 1.23507e+13 1.26178e+13 1.25101e+13 1.1792e+13 1.14198e+13 1.66033e+13 3.33692e+13 1.66628e+13 1.55141e+13 5.73643e+13 1.63488e+13 1.95352e+13 1.18573e+13 1.06092e+13 1.12868e+13 9.85024e+12 9.79913e+12 1.03272e+13 1.49158e+13 1.036e+13 5.40303e+13
threshold=54.94110555000001 54.962581500000006 134.05000000000004 9.5000000000000018 4.5000000000000009 6.0000000000000009 82.895858600000011 6.0000000000000009 48.810000000000009 82.975438000000011 82.970388650000018 54.947759400000002 14.500000000000002 82.961694200000011 43.047633000000012 47.899251850000006 46.805000000000007 87.395000000000024 101.02000000000002 72.50500000000001 5.5000000000000009 72.839788400000018 54.944948950000004 66.50500000000001 6.5000000000000009 82.975438000000011 34.010000000000012 37.005000000000003 17.500000000000004 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 3 4 -2 9 -7 8 12 10 13 -12 -5 14 17 16 -16 19 -19 -6 -21 -17 -11 -24 -22 26 -9 -28 29 -29
right_child=1 -3 -4 7 5 6 -8 25 -10 22 11 -13 -14 -15 15 21 -18 18 -20 20 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=61.970157782736798 -3568.7782625039235 5.6321991704953005 -53563.3160030242 -695.83108537402416 3154.8111417737859 2517.0510769382913 -36994.05901477742 -3032.7432277196003 -4912.5651976309437 21953.091031989024 -16499.602859375002 37862.83120108342 11145.43986456526 -42.097135263410209 37655.449458931595 -58503.006101190476 132560.32177825103 165937.02992788464 -13303.333136307565 3833.1896446078435 -121971.1908674569 17274.264929663026 -1839.3156452914318 -52344.679127038049 -33235.541335227274 -7484.6965276460951 16871.238246502493 278.66709650828477 -2216.8690465932277 27900.634728149074
leaf_weight=1301151 2601 2612784 31 16212 645 790 212 11268 16737 185 50 276 887 989 37 21 37 26 57 51 29 1237 1162 46 22 1854 531 86505 16657 714
leaf_count=1301151 2601 2612784 31 16212 645 790 212 11268 16737 185 50 276 887 989 37 21 37 26 57 51 29 1237 1162 46 22 1854 531 86505 16657 714
internal_value=0 -29.0814 -596.415 -586.142 2586.9 5313.56 -5842.58 -763.76 -2471.23 7608.93 10796.5 29525 -81.5725 8858.81 12930.5 19848.1 85107.9 1829 42844.3 -2728.25 -39929.9 16009.3 -347.321 -3762.53 -83693.1 -272.19 -156.59 153.815 68.3581 504.789
internal_weight=0 2.77265e+06 159869 159838 8473 5872 1002 151365 33836 4870 3477 326 17099 3151 2162 1332 74 830 83 747 102 1258 1393 1208 51 117529 115675 104407 103876 87219
internal_count=4073804 2772653 159869 159838 8473 5872 1002 151365 33836 4870 3477 326 17099 3151 2162 1332 74 830 83 747 102 1258 1393 1208 51 117529 115675 104407 103876 87219
is_linear=0
shrinkage=0.1


Tree=2967
num_leaves=31
num_cat=0
split_feature=1 1 5 6 6 4 5 0 4 3 4 6 6 0 1 0 6 4 4 6 0 6 4 0 3 6 3 0 3 1
split_gain=7.74394e+11 1.37286e+13 3.94108e+13 4.48261e+13 6.67313e+13 5.84809e+13 5.08555e+13 5.88085e+13 4.71963e+13 8.98321e+13 5.72342e+13 7.72224e+13 5.09453e+13 4.32255e+13 1.01438e+14 6.8148e+13 6.24096e+13 1.11596e+14 5.16071e+13 5.05421e+13 4.60855e+13 4.12717e+13 7.64748e+13 6.35964e+13 7.68401e+13 4.03951e+13 6.81192e+13 3.98485e+13 3.75791e+13 3.73652e+13
threshold=38.965413050000002 38.989878900000008 3.5000000000000004 87.395000000000024 116.05000000000001 19.500000000000004 2.5000000000000004 45.047736150000013 14.500000000000002 6.5000000000000009 21.500000000000004 118.04500000000002 120.05000000000001 45.040161900000008 38.97264950000001 45.036141150000006 53.310000000000009 23.500000000000004 2.5000000000000004 51.805000000000007 45.059854000000009 128.05000000000004 4.5000000000000009 45.055912800000009 8.5000000000000018 70.00500000000001 3.5000000000000004 45.029425500000009 6.5000000000000009 38.977585500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 7 -7 21 -10 12 -12 -11 14 16 -16 17 -2 -18 -19 -15 23 -23 24 -6 -17 -27 28 29 -5
right_child=1 -3 -4 4 8 6 -8 -9 9 10 11 -13 -14 20 15 25 18 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-62.378721896211395 6578.2768745788344 0.68967954845251445 19426.185817823225 -127288.14517382812 107382.19024099578 134281.1621840533 -50087.604654715404 -39157.751562500001 -94349.032905614105 -64238.65261256721 245552.05397418479 35075.697143554688 26573.02193019701 10503.605749283885 1913.1269201193115 -12631.156816152174 -23208.693036794357 -3831.6193828124997 38498.511659604163 -178564.4487244898 1796.8057135918198 -164850.5199404762 41040.655264282228 175570.24005408655 -79642.009464285715 25057.010261317664 -64096.499466903893 -4008.4762725291134 7351.245722656251 -26786.673970930548
leaf_weight=1337003 1355 2689244 1224 75 59 34 630 46 86 93 23 72 184 8385 4012 4733 155 25 1079 49 22107 21 128 52 35 112 365 2265 80 73
leaf_count=1337003 1355 2689244 1224 75 59 34 630 46 86 93 23 72 184 8385 4012 4733 155 25 1079 49 22107 21 128 52 35 112 365 2265 80 73
internal_value=0 30.4737 1714.7 1246.8 -8933.41 -15230.7 -40550.5 34553.8 17853.2 -2239.36 19054.8 86033.1 -3916.1 2197.15 -2918.47 -7882.96 14273.6 47.6674 30747.6 -119533 4191.09 49047.7 12022.4 86833.8 37745.5 -15426.5 -43163.2 -8019.71 -47868.2 -77716.5
internal_weight=0 2.7368e+06 47557 46333 3956 3203 710 80 753 458 372 95 277 42377 11885 9222 2663 1429 1234 74 30492 295 149 146 94 5210 477 2493 228 148
internal_count=4073804 2736801 47557 46333 3956 3203 710 80 753 458 372 95 277 42377 11885 9222 2663 1429 1234 74 30492 295 149 146 94 5210 477 2493 228 148
is_linear=0
shrinkage=0.1


Tree=2968
num_leaves=31
num_cat=0
split_feature=2 2 4 6 6 7 6 6 1 7 0 1 1 0 1 4 4 0 6 4 1 5 1 3 4 4 4 6 4 3
split_gain=7.49852e+11 3.67279e+12 5.02216e+13 1.64235e+13 1.59571e+13 8.61092e+12 8.43765e+12 2.19942e+13 7.0151e+12 6.0784e+12 5.87545e+12 3.69522e+12 2.59772e+13 3.47635e+13 2.61959e+13 4.18616e+13 5.32245e+13 2.49129e+13 6.7356e+13 7.66084e+13 6.72379e+13 2.86078e+13 2.60049e+13 2.0968e+13 2.00959e+13 2.13455e+13 1.98055e+13 1.85457e+13 2.52112e+13 2.57753e+13
threshold=3129.5000000000005 3191.5000000000005 14.500000000000002 112.00500000000001 60.005000000000003 6.0000000000000009 84.810000000000016 74.015000000000015 56.02161850000001 6.0000000000000009 52.960348700000004 39.735861600000007 39.703507450000011 47.222459950000008 39.712886600000012 15.500000000000002 27.500000000000004 47.22829500000001 75.605000000000004 13.500000000000002 39.718675700000013 2.5000000000000004 39.712886600000012 9.5000000000000018 5.5000000000000009 2.5000000000000004 10.500000000000002 128.05000000000004 17.500000000000004 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 8 -4 6 7 -6 9 10 -2 12 -3 14 15 -14 -17 18 -15 24 22 -22 23 -21 25 -20 -26 28 -23 -30
right_child=1 11 4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 17 -16 16 -18 -19 19 20 21 27 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-39.037929091866289 19194.842044694218 -63.297383767424293 -332.71044317494841 101560.95227272727 -20322.521826816777 -8428.2996458258986 15101.362321777346 -83346.330658482155 -25756.296277436759 3388.7692129267666 -35389.806820678714 -18.00980131336534 21.527133401635311 4571.8849987441727 -5333.4637833417564 110032.08110632184 14508.275563868294 3016.4107103619831 77184.222767857151 148189.28001302082 174515.87919398717 125126.27446777344 -8963.0834177541219 28796.6904296875 38384.895056393594 -30784.349785565999 -26403.810109526537 152822.86930634471 92693.981375000003 -48219.116811342596
leaf_weight=2228633 1407 220499 1744 22 265 520 40 70 42 331 20 1574849 794 2928 7384 87 177 33183 21 24 56 40 91 38 253 143 58 33 25 27
leaf_count=2228633 1407 220499 1744 22 265 520 40 70 42 331 20 1574849 794 2928 7384 87 177 33183 21 24 56 40 91 38 253 143 58 33 25 27
internal_value=0 47.1508 2913.02 15682.5 -5903.23 -16758 -28308.4 -33491.7 14632.9 15597.9 18429.8 40.2053 385.047 2564.39 -3224.88 11491.4 45987.7 3888.15 11628.8 37169.8 73867.4 115119 25066.5 75013.2 11365.6 -16959.1 26302.1 88509.1 65440 19527.6
internal_weight=0 1.84517e+06 4461 1822 2639 895 375 335 1800 1758 1427 1.84071e+06 265861 45362 8442 1058 264 36920 3737 809 334 181 153 62 475 164 311 125 92 52
internal_count=4073804 1845171 4461 1822 2639 895 375 335 1800 1758 1427 1840710 265861 45362 8442 1058 264 36920 3737 809 334 181 153 62 475 164 311 125 92 52
is_linear=0
shrinkage=0.1


Tree=2969
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 0 6 0 4 5 6 6 0 4 6 1 0 6 6 0 7 0 6 0 4 0 6 6 3
split_gain=7.55687e+11 9.75079e+12 3.14823e+13 2.40518e+13 3.29237e+13 1.65671e+13 1.88904e+13 1.68826e+13 1.73083e+13 1.58427e+13 1.55678e+13 1.50553e+13 1.40351e+13 1.35648e+13 1.34334e+13 1.41946e+13 1.29444e+13 5.71317e+13 3.09637e+13 2.35576e+13 2.26598e+13 2.02935e+13 2.11076e+13 1.78806e+13 1.67431e+13 1.86666e+13 1.30439e+13 2.80465e+13 2.1569e+13 2.06341e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 6082.0000000000009 61.511492200000006 57.60122925000001 57.719618750000002 97.020000000000024 56.520242650000007 3.5000000000000004 2.5000000000000004 49.010000000000012 247.90000000000001 56.385857200000011 2.5000000000000004 41.505000000000003 61.335446300000008 55.111813300000001 189.00000000000003 89.00500000000001 55.193450100000007 6.0000000000000009 55.161746650000005 98.020000000000024 55.123213100000008 24.500000000000004 55.145978450000008 156.15000000000003 125.02000000000002 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 16 14 -4 -5 7 -7 8 10 -10 11 -6 -9 -12 -3 -16 -1 19 20 -18 21 26 24 -24 -23 -26 28 -28 -19 -29
right_child=-2 2 3 4 5 6 -8 12 9 -11 13 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-8.2783037355503257 74.165307561691904 4897.1580105363828 -119.71667268153335 -18327.466554082221 -474.95844620836806 31710.330302666072 436.52807388544835 -81730.475890625006 -342.54693854270903 -16182.240196312951 -6857.4575544516738 -19179.571082233037 15688.146933710008 17558.303379746474 -2922.3691184734475 -17941.235991236692 -14325.849171160646 -2944.574792779661 120701.79918478262 -108618.12943431715 -1040.5737775260848 -11384.615967105914 11840.881464013177 -43815.166642515127 44785.405304564192 -9410.9050411694679 8205.5319379439152 -10466.62928515625 101452.80054687501 -146741.09484375
leaf_weight=2935564 1027379 484 82093 1637 2670 277 638 50 1015 1671 323 513 21 770 928 1955 1419 1887 23 27 4781 79 837 62 491 73 6072 25 20 20
leaf_count=2935564 1027379 484 82093 1637 2670 277 638 50 1015 1671 323 513 21 770 928 1955 1419 1887 23 27 4781 79 837 62 491 73 6072 25 20 20
internal_value=0 -25.0116 -1021.96 -673.175 -5413.4 -2753.57 9904.12 -4400.34 -3905.56 -10196.7 46.2291 -3489.56 -52916.5 10343 -10518.8 -13106.9 7.09372 2860.25 4766.79 -16086.5 4580.94 7390.52 17897.2 8002.53 31731.3 37770.6 5371.4 7622.61 -1849.69 -71033.1
internal_weight=0 3.04642e+06 95045 91678 9585 7948 915 7033 6962 2686 4276 3183 71 1093 3367 2883 2.95138e+06 15816 14370 1446 14347 9566 1542 899 643 564 8024 6117 1907 45
internal_count=4073804 3046425 95045 91678 9585 7948 915 7033 6962 2686 4276 3183 71 1093 3367 2883 2951380 15816 14370 1446 14347 9566 1542 899 643 564 8024 6117 1907 45
is_linear=0
shrinkage=0.1


Tree=2970
num_leaves=31
num_cat=0
split_feature=6 6 6 3 3 1 4 0 3 4 0 1 1 0 4 6 6 4 0 5 0 6 0 3 1 1 0 0 4 4
split_gain=7.7834e+11 1.13124e+13 9.52918e+12 1.11114e+13 9.87731e+12 1.29364e+13 3.16794e+13 2.70187e+13 3.86675e+13 2.71442e+13 5.46501e+13 2.0223e+13 1.92248e+13 2.65624e+13 1.71713e+13 2.7361e+13 2.39806e+13 3.75854e+13 2.17066e+13 2.13278e+13 1.83047e+13 1.80592e+13 1.76576e+13 1.57932e+13 1.41471e+13 2.275e+13 1.38945e+13 1.29674e+13 1.49095e+13 1.186e+13
threshold=59.505000000000003 60.005000000000003 58.305000000000007 26.500000000000004 17.500000000000004 30.330566300000005 3.5000000000000004 59.939085000000013 16.500000000000004 8.5000000000000018 59.933037250000005 30.226173900000003 30.084656550000002 59.982409200000006 12.500000000000002 59.245000000000012 59.025000000000013 9.5000000000000018 59.963561900000009 2.5000000000000004 59.950512650000007 58.605000000000011 60.01610465000001 4.5000000000000009 37.475446350000006 37.600779750000008 59.990753350000013 60.028671700000011 24.500000000000004 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=2 -2 -1 4 5 6 -4 9 11 10 -8 12 13 -9 16 19 20 18 -18 21 -13 22 -16 -22 29 -26 -23 28 -28 -7
right_child=1 -3 3 -5 -6 24 7 8 -10 -11 -12 14 -14 -15 15 -17 17 -19 -20 -21 23 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.0953353336270073 -1197.1597333254374 13.225707985856506 81055.10235745614 24625.988754734848 -5061.9524834525655 -1598.3443894978275 -11499.314693777902 135567.75140625003 114591.81573016828 5999.9362851094256 -132591.99395507813 -63312.293554687501 -20673.267707642073 659.79501953125009 100730.4384765625 -33214.61312306302 117847.01909722223 169753.48586832685 12298.861908482144 114078.58192934783 53792.777104116598 -23948.088025568184 6999.9614495354735 7778.3390086495538 11197.400842568082 955.02843477593728 77640.167288466633 2921.1424189219219 -20476.083212425598 -12529.388893872278
leaf_weight=2678924 82497 1206187 57 198 2695 6249 546 20 39 1353 40 24 259 54 44 121 27 30 70 23 130 110 37 175 2222 90246 59 167 21 1180
leaf_count=2678924 82497 1206187 57 198 2695 6249 546 20 39 1353 40 24 259 54 44 121 27 30 70 23 130 110 37 175 2222 90246 59 167 21 1180
internal_value=0 -64.2589 29.7328 958.767 914.558 1070.48 7130.92 5872.73 16405.8 -1786.69 -19765 13612.7 -7830.01 37121.4 20491.8 9107.03 35022.3 71932.2 41678.2 20215.3 20774.4 15286.4 57915.3 27391.1 863.844 1201.15 5614.32 18779.8 51884.7 -3334.6
internal_weight=0 1.28868e+06 2.78512e+06 106196 105998 103303 3406 3349 1410 1939 586 1371 333 74 1038 582 456 127 97 461 329 438 81 305 99897 92468 357 247 80 7429
internal_count=4073804 1288684 2785120 106196 105998 103303 3406 3349 1410 1939 586 1371 333 74 1038 582 456 127 97 461 329 438 81 305 99897 92468 357 247 80 7429
is_linear=0
shrinkage=0.1


Tree=2971
num_leaves=31
num_cat=0
split_feature=0 0 3 4 0 1 1 0 6 4 6 6 6 0 6 4 6 6 4 0 1 5 6 5 4 6 7 1 6 4
split_gain=7.54356e+11 6.78838e+12 1.43499e+13 2.69867e+13 2.5779e+13 1.91338e+13 3.95171e+13 3.49071e+13 1.76052e+13 3.58399e+13 1.86577e+13 2.19298e+13 1.84264e+13 5.20137e+13 1.75859e+13 2.76683e+13 4.42699e+13 3.31539e+13 3.63188e+13 2.41793e+13 7.41271e+13 5.42151e+13 7.24538e+13 7.72292e+13 6.58012e+13 8.30133e+13 5.72474e+13 5.31767e+13 8.18203e+13 4.64364e+13
threshold=56.115175650000005 56.324067350000007 1.5000000000000002 24.500000000000004 56.288960650000007 47.504912950000005 86.169282750000022 56.228352100000002 112.00500000000001 6.5000000000000009 95.045000000000016 84.00500000000001 78.010000000000005 56.309668500000008 37.005000000000003 21.500000000000004 86.920000000000016 79.710000000000022 23.500000000000004 56.309668500000008 43.932356550000009 1.5000000000000002 60.305000000000007 2.5000000000000004 9.5000000000000018 69.605000000000004 6.0000000000000009 43.997056950000008 94.02500000000002 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 -2 14 7 -7 10 -10 11 12 -6 -14 -4 19 17 -17 -19 -16 -21 24 -23 -24 25 -22 -25 28 -28 -29
right_child=1 -3 5 -5 8 6 -8 -9 9 -11 -12 -13 13 -15 15 16 -18 18 -20 20 21 22 23 26 -26 -27 27 29 -30 -31
leaf_value=-25.919645680041203 452.26771412768795 -12.349191586209374 -914.66685842986192 83398.833804898662 -8090.0924620729847 -9893.6303184811768 -496.93939498216332 -48947.379952544172 5760.6740234375002 -136225.04301757814 48847.94902259564 -64594.232080796188 133088.20310058593 -61659.488582356775 2234.170430879627 -3753.3934124124303 -35749.172277719008 -64214.211002604163 71671.206087836865 -4090.3498118415773 72722.482773118812 -6085.4182643588147 42762.08732676653 15081.59943978354 15615.91438530816 -135704.20972656249 142418.50687500002 -108167.55360785591 -28772.149832286006 30681.807106854838
leaf_weight=2989263 11579 975160 18538 37 4539 908 8843 306 40 32 58 68 32 24 50726 3368 432 24 109 3451 429 1868 941 1896 801 20 35 108 138 31
leaf_count=2989263 11579 975160 18538 37 4539 908 8843 306 40 32 58 68 32 24 50726 3368 432 24 109 3451 429 1868 941 1896 801 20 35 108 138 31
internal_value=0 71.441 818.452 -1907.94 -2100.73 1299.64 -2819.5 -19737.5 -8268.29 -57344.1 -7519.84 -8220.96 -7386.71 49624.9 1799.27 2580.77 -5546.42 -1819.6 47150.5 3109.59 7679.13 14160.1 9517.52 18773.3 32793.8 63438.4 8549.75 -31143.8 5861.8 -77201.1
internal_weight=0 1.08454e+06 109381 16409 16372 92972 10057 1214 4793 72 4721 4663 4595 56 82915 64377 3933 3501 133 60444 9718 6267 5017 3149 1250 449 2208 312 173 139
internal_count=4073804 1084541 109381 16409 16372 92972 10057 1214 4793 72 4721 4663 4595 56 82915 64377 3933 3501 133 60444 9718 6267 5017 3149 1250 449 2208 312 173 139
is_linear=0
shrinkage=0.1


Tree=2972
num_leaves=31
num_cat=0
split_feature=6 6 4 1 4 6 0 1 4 1 0 0 1 0 1 1 4 4 1 1 6 1 1 1 5 4 7 4 0 6
split_gain=8.10705e+11 4.44877e+12 1.10854e+13 1.7719e+13 1.66076e+13 1.31088e+13 1.15716e+13 1.32387e+13 1.69919e+13 1.69837e+13 2.07598e+13 1.97998e+13 1.61529e+13 1.96163e+13 1.531e+13 5.21997e+13 1.62181e+13 1.60582e+13 1.93458e+13 1.44887e+13 1.55232e+13 1.35897e+13 1.06302e+13 1.11867e+13 1.00992e+13 9.56035e+12 1.19527e+13 1.26009e+13 2.04412e+13 9.55402e+12
threshold=34.010000000000012 32.005000000000003 9.5000000000000018 37.978059650000013 5.5000000000000009 33.005000000000003 54.962581500000006 30.242318500000007 15.500000000000002 30.277905650000005 59.990753350000013 59.963561900000009 83.007653300000015 55.018166200000003 30.345769800000003 30.323041000000003 12.500000000000002 24.500000000000004 30.410676000000006 83.011163250000024 33.585000000000008 83.003420700000007 30.303340300000002 30.277905650000005 1.5000000000000002 12.500000000000002 6.0000000000000009 10.500000000000002 60.002985000000002 32.805000000000007
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 5 -5 -3 -4 8 -8 25 11 12 21 -14 15 16 -13 -16 -19 -15 29 -11 23 -7 -6 26 27 28 -9 -21
right_child=-2 2 6 4 24 22 7 9 -10 10 -12 14 13 19 17 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-95.123507427100279 -17.644337044895163 649.50074903311111 -1922.8485623222532 738.96292740799106 4066.8535322741409 2562.4161535740841 -15529.465275866147 101908.05307384674 -591.88286203777341 1210.6006342995072 -6956.9184008942502 -3606.5862379807695 16674.386761800753 -12926.134194562535 22004.335213906426 -65207.865148026322 84962.031125710229 46114.578698979596 -25914.818389423079 -10237.665101267741 7751.7189840971841 8894.1812841454721 -6300.1129992853475 57827.125082236846 -7977.1967361514398 6609.1408305283148 13985.111557686612 88631.798856534093 -20465.150981570514 -1966.2337398120135
leaf_weight=358908 3522711 11602 28816 43906 29565 1014 1148 21 2262 44991 3461 39 524 1336 1008 95 44 49 156 1664 1450 2426 6303 38 713 564 211 55 39 8685
leaf_count=358908 3522711 11602 28816 43906 29565 1014 1148 21 2262 44991 3461 39 524 1336 1008 95 44 49 156 1664 1450 2426 6303 38 713 564 211 55 39 8685
internal_value=0 112.787 501.061 1284.24 1981.47 -1444.24 -235.439 456.94 -5620.72 767.108 581.871 999.559 730.881 -2299.16 12796.7 -14590.3 43345.5 16815.6 -8698.04 -3056.07 -1938.49 1603.72 -4746.96 4558.67 3783.23 14488.9 28121.3 54058.1 22365.5 -3296.18
internal_weight=0 551093 192185 93141 74184 18957 99044 70228 3410 66818 65928 62467 61076 13659 1391 178 83 1213 205 13135 11799 47417 7355 1052 30278 890 326 115 60 10349
internal_count=4073804 551093 192185 93141 74184 18957 99044 70228 3410 66818 65928 62467 61076 13659 1391 178 83 1213 205 13135 11799 47417 7355 1052 30278 890 326 115 60 10349
is_linear=0
shrinkage=0.1


Tree=2973
num_leaves=31
num_cat=0
split_feature=1 6 6 6 0 3 1 5 5 4 5 7 0 0 3 6 7 0 1 1 0 6 1 0 3 3 4 0 4 0
split_gain=7.4346e+11 5.98823e+12 3.70003e+13 2.68448e+13 4.2339e+13 4.43926e+13 4.0586e+13 3.50656e+13 4.95387e+13 5.77067e+13 2.52089e+13 3.32159e+13 4.67747e+13 4.54283e+13 4.39161e+13 3.68108e+13 2.69227e+13 2.61354e+13 5.59942e+13 2.35368e+13 2.31978e+13 2.16378e+13 3.1079e+13 2.15694e+13 2.34031e+13 5.72191e+13 2.22311e+13 2.14631e+13 2.1362e+13 4.68131e+13
threshold=30.345769800000003 103.03500000000001 100.05000000000001 108.05000000000001 59.939085000000013 2.5000000000000004 30.226173900000003 2.5000000000000004 1.5000000000000002 12.500000000000002 3.5000000000000004 6.0000000000000009 59.939085000000013 59.950512650000007 8.5000000000000018 102.04000000000001 6.0000000000000009 59.91832440000001 30.084656550000002 30.277905650000005 59.950512650000007 102.04000000000001 30.315889700000003 59.933037250000005 4.5000000000000009 9.5000000000000018 9.5000000000000018 59.898927250000007 7.5000000000000009 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 6 -6 8 -7 -10 11 -4 14 -14 15 -13 17 18 -12 -18 -8 -15 -23 28 26 -26 -25 -17 -3 -30
right_child=-2 3 10 -5 5 7 20 -9 9 -11 16 12 13 21 -16 27 19 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=177.22679133010047 -10.682006603007149 -20427.040334091507 21990.260506475541 671.39311068263623 38238.123199869791 39525.973486328126 -164664.97282714845 -11202.560535574847 -249074.86627604166 -42533.106401209683 -21100.301316964287 24369.713592166387 -147843.15501953126 -62869.955035585357 120020.5705255682 -103277.20762162642 190737.03355654763 6291.8760070430872 145224.10218658447 44308.34375 -69472.335783386239 82541.34711174242 -75437.577187500006 124778.29194871856 -78674.043104619574 82764.826954287579 21263.381305222283 -9188.7365487557872 150070.38316761365 2251.954626449939
leaf_weight=226660 3834081 474 798 8720 30 24 32 1023 24 31 35 185 40 66 33 44 21 165 48 23 128 33 20 41 46 42 42 54 22 819
leaf_count=226660 3834081 474 798 8720 30 24 32 1023 24 31 35 185 40 66 33 44 21 165 48 23 128 33 20 41 46 42 42 54 22 819
internal_value=0 170.846 283.028 -2055.87 -10616.6 -23856.4 -68497.9 -16159.6 -80350.6 -132660 15606.3 9527.8 -11409.1 -55648 10850.3 -1879.83 42106.1 29316.2 75087.3 114195 -88510.9 -24658 22926.7 894.731 34304.6 -1623.67 72397.3 -51432.5 -3449.82 6118.79
internal_weight=0 239723 228225 11498 2778 1292 190 1102 79 55 1565 1273 475 159 316 283 292 248 83 44 160 119 53 1486 171 88 83 98 1315 841
internal_count=4073804 239723 228225 11498 2778 1292 190 1102 79 55 1565 1273 475 159 316 283 292 248 83 44 160 119 53 1486 171 88 83 98 1315 841
is_linear=0
shrinkage=0.1


Tree=2974
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 1 6 4 3 6 3 5 4 6 6 3 6 6 0 3 6 1 5 0 6 2 2 1 6 1
split_gain=7.5384e+11 4.94133e+12 1.26292e+13 4.50345e+13 2.60276e+13 6.58076e+13 3.01167e+13 3.51677e+13 3.19062e+13 2.40594e+13 1.66238e+13 1.79178e+13 1.76249e+13 1.54309e+13 1.51519e+13 1.44185e+13 1.30902e+13 1.2964e+13 3.34189e+13 4.41754e+13 3.97435e+13 4.77716e+13 2.41864e+13 7.16693e+13 1.88747e+13 1.75084e+13 1.98098e+13 1.86793e+13 1.74463e+13 1.60417e+13
threshold=5.5000000000000009 55.080855950000007 55.071632200000003 89.00500000000001 82.941727000000014 82.971668900000012 74.015000000000015 4.5000000000000009 3.5000000000000004 74.015000000000015 2.5000000000000004 2.5000000000000004 3.5000000000000004 52.990000000000002 56.205000000000005 2.5000000000000004 80.030000000000015 63.005000000000003 55.050541250000002 4.5000000000000009 134.05000000000004 82.906746050000024 1.5000000000000002 54.962581500000006 80.030000000000015 1250.5000000000002 2506.0000000000005 37.374856000000008 63.855000000000011 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 15 10 -7 11 14 -13 -10 -6 -8 -9 -1 22 20 -20 -22 23 24 29 27 -27 -24 -28 -19
right_child=-2 -3 3 -5 5 9 7 16 13 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-303.42635330286862 -26.898201591781799 269.04497053584805 -10840.024756308618 -44388.567014529523 15308.590333145497 -6502.7949420366131 -32191.528811818251 46621.78787841797 15625.004842576449 -35091.154129751936 32679.693012359858 108077.62050189395 21531.41203077363 -14733.087687352287 -15162.46714050525 46784.268769054877 112358.02916666667 -40257.448195252713 17831.646073635005 -26578.562481382887 180172.07775735296 15971.799693834459 -44635.000502622381 -158325.00774356618 9826.5124521517046 8925.963002687773 12752.35931533389 -6349.712383866412 621.06787002575652 -4727.1130988843515
leaf_weight=459712 2928705 593538 2471 271 430 1220 53 54 233 388 524 33 82 595 263 41 69 245 1342 219 34 37 143 34 299 3126 1204 1171 77004 264
leaf_count=459712 2928705 593538 2471 271 430 1220 53 54 233 388 524 33 82 595 263 41 69 245 1342 219 34 37 143 34 299 3126 1204 1171 77004 264
internal_value=0 68.7948 -146.696 -4453.07 -2776.72 2223.14 12792.6 48305.5 9224.86 -13401 18807.3 9810.77 46366.4 -6190.29 3744.54 2255.36 83498.2 -93.5252 1040.07 15212.1 21689.2 94602.9 763.048 -16099.7 -10115 934.842 1119.84 -10516.2 807.827 -21829.1
internal_weight=0 1.1451e+06 551561 6727 6456 3985 2377 217 2160 1608 1332 808 115 828 693 94 123 544834 85122 1632 1413 71 83490 842 808 82648 81334 1314 78208 509
internal_count=4073804 1145099 551561 6727 6456 3985 2377 217 2160 1608 1332 808 115 828 693 94 123 544834 85122 1632 1413 71 83490 842 808 82648 81334 1314 78208 509
is_linear=0
shrinkage=0.1


Tree=2975
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 0 0 0 4 0 4 0 0 6 6 7 3 5 5 6 7 6 4 0 0 6 6 4 6 6
split_gain=7.84178e+11 5.15765e+12 2.3705e+13 5.60656e+13 3.88681e+13 3.5783e+13 2.78868e+13 4.34709e+13 3.46772e+13 2.66205e+13 2.32997e+13 3.1305e+13 2.52998e+13 2.31902e+13 1.98672e+13 1.96149e+13 1.69345e+13 1.73665e+13 1.68312e+13 1.66005e+13 2.14521e+13 1.57992e+13 2.80782e+13 1.55138e+13 2.35714e+13 2.5309e+13 2.67989e+13 2.71165e+13 2.20231e+13 2.74554e+13
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 14.500000000000002 55.046782850000007 55.055052800000006 54.998919050000005 55.030407050000001 16.500000000000004 55.080855950000007 18.500000000000004 55.055052800000006 55.043091000000011 34.010000000000012 63.855000000000011 6.0000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 70.50500000000001 6.0000000000000009 36.905000000000008 20.500000000000004 55.007293000000011 54.988402950000008 30.025000000000002 65.805000000000021 15.500000000000002 78.010000000000005 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -5 -8 -9 10 11 19 13 -12 21 -4 17 -6 -18 -10 -21 -14 -23 24 -3 -26 27 -27 29 -28
right_child=1 23 3 6 5 -7 7 8 9 -11 12 -13 14 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-47.103048720793964 78.501107618639281 375.65290845432349 26383.402019259927 -15417.907564889741 -5995.6095940667228 25271.854437681686 91621.92511363636 18295.675313175845 11397.957741207392 29670.84604613249 53280.991084558824 35788.197744123019 -19134.936941990247 -6990.6157000986977 59575.204605468753 64149.614069519041 -6463.4573959717973 -103554.05460069445 78877.986735026047 -18230.639550639309 24970.105857252041 -21267.153087660845 -89741.218069144292 -672.15517153176904 -34609.970133993069 18943.331071593388 -4991.9438262724543 4071.1345143762092 11163.796970768566 -51485.440259237221
leaf_weight=1892492 1876644 42794 979 964 37 559 55 1042 551 242 68 260 403 1043 25 160 623 36 24 688 138 136 107 246629 146 2442 1136 2462 776 143
leaf_count=1892492 1876644 42794 979 964 37 559 55 1042 551 242 68 260 403 1043 25 160 623 36 24 688 138 136 107 246629 146 2442 1136 2462 776 143
internal_value=0 40.8663 101.858 5486.64 18253.4 6288.91 91.6523 3233.98 2200.32 -2380.77 -4649.41 3963.59 -12561.6 -3301.62 -27893.7 31688.6 -8449.23 -54106.6 -3297.78 -2045.41 -11013.1 -31278.7 -51418.3 -346.806 1261.25 6595.29 7459.78 11476.9 -2126.6 -10190.2
internal_weight=0 2.18131e+06 1.88478e+06 8140 2418 1279 5722 4758 4703 3661 3419 1637 1782 1111 671 1139 720 73 647 1377 826 646 243 296528 49899 7105 6959 4904 2055 1279
internal_count=4073804 2181312 1884784 8140 2418 1279 5722 4758 4703 3661 3419 1637 1782 1111 671 1139 720 73 647 1377 826 646 243 296528 49899 7105 6959 4904 2055 1279
is_linear=0
shrinkage=0.1


Tree=2976
num_leaves=31
num_cat=0
split_feature=2 1 1 0 6 6 0 6 4 6 5 4 6 3 3 6 4 3 3 4 1 2 6 0 5 5 6 7 3 6
split_gain=8.10517e+11 3.76716e+12 1.41e+13 6.5236e+13 5.05513e+13 4.23593e+13 3.05457e+13 2.53203e+13 2.04227e+13 1.68004e+13 2.2218e+13 1.62369e+13 1.61809e+13 1.56452e+13 1.49987e+13 1.70064e+13 1.5745e+13 3.51987e+13 1.33351e+13 1.30737e+13 1.28518e+13 1.39787e+13 2.45876e+13 1.60708e+13 1.35863e+13 1.25809e+13 2.70791e+13 1.52569e+13 1.15867e+13 1.13147e+13
threshold=3338.0000000000005 45.71452080000001 45.126607350000008 54.188398350000007 89.00500000000001 88.00500000000001 53.888505650000006 55.015000000000008 15.500000000000002 54.990000000000002 1.5000000000000002 10.500000000000002 68.00500000000001 3.5000000000000004 6.5000000000000009 62.995000000000012 9.5000000000000018 7.5000000000000009 9.5000000000000018 9.5000000000000018 47.386825600000002 4829.0000000000009 67.445000000000007 48.179569850000007 2.5000000000000004 2.5000000000000004 64.015000000000015 6.0000000000000009 3.5000000000000004 99.050000000000011
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 5 6 -4 9 13 -8 -11 -5 -13 -6 25 -16 17 -17 -18 -15 21 23 -23 29 -25 27 -27 -9 -28 -3
right_child=1 20 3 11 8 -7 7 14 -10 10 -12 12 -14 19 15 16 18 -19 -20 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-37.131487286637217 229.94117276629208 -1468.7731656915098 -32306.355801552221 -1930.7379581522782 32785.429230238973 -95115.328851161874 7113.2927690483411 43098.371420616371 -23405.587934401941 -77240.303463689634 14864.116765625002 -12522.929226209171 -60822.556941731775 59493.434784881167 34617.339968213848 -99770.134478635213 24970.136937323678 16285.408042689734 -15256.016832211142 123797.45645559212 7.1127789607485585 -11519.730037217691 -67357.208279454018 18163.955643566744 108424.61365327382 -295.90013235637122 20811.007364471327 846.99166129399282 52441.434539979884 -27357.010958911265
leaf_weight=2406287 215429 1737 171 6628 85 39 4226 502 29 55 50 398 84 71 153 49 180 56 152 57 1435119 843 87 81 21 448 279 103 198 187
leaf_count=2406287 215429 1737 171 6628 85 39 4226 502 29 55 50 398 84 71 153 49 180 56 152 57 1435119 843 87 81 21 448 279 103 198 187
internal_value=0 53.5821 429.875 3503.56 10428.1 8797.03 9409.02 10514.8 55324.3 6131.55 -33381.1 -3219.43 -20940.3 66043.4 19469.4 5924.42 -4121.38 -37873.8 6553.34 88128.8 -6.4547 -6593.38 -16743.2 -1934.27 36747 24692.6 17359 35905.2 33940.6 -3984.94
internal_weight=0 1.66752e+06 229442 14013 6903 6661 6622 6451 242 4331 105 7110 482 213 2120 590 437 105 332 128 1.43808e+06 2956 930 2026 102 1530 925 605 477 1924
internal_count=4073804 1667517 229442 14013 6903 6661 6622 6451 242 4331 105 7110 482 213 2120 590 437 105 332 128 1438075 2956 930 2026 102 1530 925 605 477 1924
is_linear=0
shrinkage=0.1


Tree=2977
num_leaves=31
num_cat=0
split_feature=6 6 1 6 7 2 1 0 0 1 1 4 1 3 5 1 4 3 4 1 3 4 1 0 1 0 0 4 0 4
split_gain=8.16269e+11 9.08037e+12 9.46637e+12 9.38454e+12 4.39738e+13 6.24144e+13 3.77968e+13 4.68711e+13 3.3429e+13 3.12219e+13 4.7113e+13 4.88099e+13 4.69092e+13 2.79342e+13 2.89322e+13 3.27333e+13 3.25395e+13 2.63615e+13 2.44504e+13 5.45076e+13 2.64122e+13 2.41944e+13 2.33876e+13 2.241e+13 1.94908e+13 1.93054e+13 5.24983e+13 3.05534e+13 3.2952e+13 2.80584e+13
threshold=59.505000000000003 60.005000000000003 118.02765200000002 60.605000000000011 6.0000000000000009 75.000000000000014 37.517483500000004 55.883833400000007 55.660117850000006 37.46219940000001 37.534144550000008 28.500000000000004 37.475446350000006 16.500000000000004 2.5000000000000004 37.924401400000008 17.500000000000004 7.5000000000000009 11.500000000000002 37.586700500000006 4.5000000000000009 22.500000000000004 37.600779750000008 55.897267000000006 37.517483500000004 55.858844800000007 55.812023600000011 25.500000000000004 55.676890650000011 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 6 -3 8 17 25 11 12 -11 14 15 16 18 22 19 -10 -20 -7 -8 24 -14 26 27 28 -6 -27
right_child=1 3 -4 -5 9 21 7 -9 13 10 -12 -13 23 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=30.448641861789767 -1018.294933048672 2374.8135510253906 -19436.657852478031 -32.605059612348548 7731.6004937698599 2795.3176450328278 120878.61416330645 -71517.960179924252 179634.01281828704 -11066.189203370446 -4602.3986125897836 20335.700527978133 -67475.633819351599 -35632.214408052889 30916.531850463871 9913.9629470486107 10160.165364583334 -27448.145452513181 73403.226339285713 -1650.8894622093023 167493.18644474365 25249.184890917288 7477.8004461115052 25885.290930175783 -130335.49284923042 -34673.329587484906 81982.47674744192 -53733.531329775535 85299.240221567627 5265.2692810110721
leaf_weight=2785120 82217 320 280 1186186 536 10891 31 33 27 187 4906 127 187 26 125 45 33 83 42 43 103 502 44 20 67 207 113 71 61 1171
leaf_count=2785120 82217 320 280 1186186 536 10891 31 33 27 187 4906 127 187 26 125 45 33 83 42 43 103 502 44 20 67 207 113 71 61 1171
internal_value=0 -65.806 -1080.81 3.61495 2151.69 5843.07 30399.3 44521.9 50882.8 -3804.29 -7808.3 -34556.9 -49679.2 64940.1 71195.8 88379.8 102618 11380.2 116809 68273.3 140240 3784.68 54350.1 -76031.8 -84056.8 6384.71 18945.4 8281.9 15657.3 -734.215
internal_weight=0 1.28868e+06 82497 1.20619e+06 20001 12348 955 635 602 7653 5494 588 461 444 418 293 248 158 215 70 145 11393 75 274 254 2159 781 668 597 1378
internal_count=4073804 1288684 82497 1206187 20001 12348 955 635 602 7653 5494 588 461 444 418 293 248 158 215 70 145 11393 75 274 254 2159 781 668 597 1378
is_linear=0
shrinkage=0.1


Tree=2978
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 4 6 0 4 0 7 0 4 4 6 5 0 4 4 1 4 6 3 6 6 3 6 3 6 6
split_gain=8.06963e+11 1.02029e+13 1.70201e+13 2.71818e+13 1.86655e+13 1.44807e+13 1.75087e+13 3.59581e+13 3.97746e+13 3.06073e+13 2.23642e+13 4.95218e+13 2.68388e+13 2.62456e+13 4.22349e+13 3.3298e+13 2.4249e+13 4.49199e+13 2.16199e+13 2.14686e+13 3.07558e+13 3.05512e+13 3.81322e+13 3.85881e+13 2.09678e+13 2.09274e+13 2.0781e+13 2.03297e+13 4.21643e+13 4.05972e+13
threshold=82.860505900000007 82.895858600000011 55.111813300000001 103.03500000000001 32.805000000000007 4.5000000000000009 70.50500000000001 55.061158000000006 5.5000000000000009 54.973017600000006 6.0000000000000009 54.988402950000008 19.500000000000004 9.5000000000000018 84.00500000000001 3.5000000000000004 55.046782850000007 16.500000000000004 16.500000000000004 82.886781200000016 11.500000000000002 86.030000000000015 8.5000000000000018 88.00500000000001 99.050000000000011 1.5000000000000002 49.895000000000003 6.5000000000000009 120.05000000000001 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 5 4 -4 -2 26 9 -9 19 11 27 -12 -13 15 18 -16 -18 -15 20 -8 -22 23 -23 -19 -21 -7 29 -29 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 10 12 13 -14 14 16 -17 17 24 -20 25 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-23.725376612544469 -9128.4777134125306 20.682975175742456 -16476.817232587862 -36121.241546186968 19260.024534005901 2659.9306074833039 -29868.806346717251 187937.9119076936 17668.394574333641 34446.751485285109 -18560.965388584136 -9580.1522993486251 16844.000882490822 47512.054210116017 -11647.315079943915 -93420.875156250011 171210.14462425595 -28993.365931919645 -245.12365332851891 53491.244433593754 3825.0810738491346 239520.86156250001 -16133.868562500002 43082.29638671875 69673.001160714295 -44619.486723241767 -3899.8234082403246 42739.476930526864 180946.02355324075 -50102.011895161297
leaf_weight=3172333 1267 871109 164 110 1343 15964 208 23 34 676 512 718 368 466 553 20 21 56 119 24 251 20 25 20 35 231 6924 121 27 62
leaf_count=3172333 1267 871109 164 110 1343 15964 208 23 34 676 512 718 368 466 553 20 21 56 119 24 251 20 25 20 35 231 6924 121 27 62
internal_value=0 83.4911 1885.5 11868.1 15370.9 1323.95 1805.91 7442.71 86373.6 6450.19 10193.4 14464.4 -3755.25 5701.13 14340.5 33459.6 -3053.57 39378 37797.3 -11588.2 -7.44261 19648.1 80749.5 141302 8955.24 -35385.5 675.496 34127.2 67952.8 27343.7
internal_weight=0 901471 30362 1617 1507 28745 27478 4590 57 4533 3754 2874 880 1988 1270 605 665 112 585 779 524 316 65 40 91 255 22888 886 148 738
internal_count=4073804 901471 30362 1617 1507 28745 27478 4590 57 4533 3754 2874 880 1988 1270 605 665 112 585 779 524 316 65 40 91 255 22888 886 148 738
is_linear=0
shrinkage=0.1


Tree=2979
num_leaves=31
num_cat=0
split_feature=6 5 6 1 5 0 0 0 0 1 2 0 4 1 6 1 0 0 2 1 4 2 1 1 5 5 0 0 0 2
split_gain=7.29211e+11 3.1163e+12 1.967e+13 3.17232e+13 1.19489e+13 9.06627e+12 2.00437e+13 1.50227e+13 4.65743e+13 1.48151e+13 1.14791e+13 1.82048e+13 2.22953e+13 2.8806e+13 1.03325e+13 9.85598e+12 2.23685e+13 7.0894e+12 7.66355e+12 2.81646e+13 1.08882e+13 1.12469e+13 9.38533e+12 6.53076e+12 9.5751e+12 6.71283e+12 9.07776e+12 1.0024e+13 6.07986e+12 5.98626e+12
threshold=27.215000000000003 2.5000000000000004 21.020000000000003 50.136929700000003 3.5000000000000004 55.775215600000003 55.897267000000006 45.047736150000013 45.036141150000006 37.702956500000006 3999.0000000000005 44.046956350000009 5.5000000000000009 39.749243900000003 15.450000000000001 91.443676550000006 56.115175650000005 56.006509350000009 2865.5000000000005 44.064675150000006 12.500000000000002 2632.5000000000005 30.323041000000003 60.605526900000008 3.5000000000000004 3.5000000000000004 57.174562350000009 56.850115550000005 55.812023600000011 11703.500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 10 -7 11 12 -3 -14 -9 17 -17 -8 20 -20 21 -19 -23 24 -21 26 27 -25 -11 -12
right_child=-2 2 3 -5 -6 6 15 14 -10 28 29 -13 13 -15 -16 16 -18 18 19 23 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=382.72992800606517 -6.1842990434161536 97374.712648607339 -49127.750651041672 45227.975758713947 -134750.66399274554 111409.37262931035 -48712.762677556821 -11065.88141496565 152141.38462357954 -20855.545615234376 -48215.630640076757 -8327.9309440559446 -89568.440234375012 80154.785546875006 -65751.856369357643 122543.35684523812 2092.8059343009163 -18540.614894903276 -85472.76642668969 1631.7874575407609 81401.958238636376 -2403.623988970588 70376.646518686655 -29390.536265625004 64419.658061079543 -58480.411143663201 -53344.42143758139 53035.260368855801 47910.60288357205 5829.9653091430664
leaf_weight=83240 3988583 46 39 26 28 29 33 858 22 20 57 143 20 20 36 21 58 84 43 92 22 34 37 25 33 27 24 36 36 32
leaf_count=83240 3988583 46 39 26 28 29 33 858 22 20 57 143 20 20 36 21 58 84 43 92 22 34 37 25 33 27 24 36 36 32
internal_value=0 289.443 -3630.41 -48527.7 -84910.5 -1418.84 8099.96 -6463.65 11427.8 53394.6 1692.89 13537.4 49894.9 -4706.83 -13268 1333.62 34111.3 -3950.95 -718.693 -11014.6 15568.6 6224.52 35524.1 2494.69 18207.8 -15042.2 -1244.24 19254.2 23351.3 -28783.5
internal_weight=0 85221 1981 93 67 1888 654 1234 340 85 318 229 86 40 894 569 79 490 457 280 177 155 71 237 125 112 85 61 56 89
internal_count=4073804 85221 1981 93 67 1888 654 1234 340 85 318 229 86 40 894 569 79 490 457 280 177 155 71 237 125 112 85 61 56 89
is_linear=0
shrinkage=0.1


Tree=2980
num_leaves=31
num_cat=0
split_feature=4 0 6 4 0 1 1 1 7 0 0 0 2 1 1 6 1 0 0 1 6 1 0 4 6 1 6 6 3 5
split_gain=7.20536e+11 4.26711e+12 1.54046e+13 1.76873e+13 3.30024e+13 4.66836e+13 3.19062e+13 9.73365e+13 5.01127e+13 8.29008e+13 1.12616e+14 1.07136e+14 1.02467e+14 2.81554e+14 1.74294e+14 8.75834e+13 8.43952e+13 1.14964e+14 8.38986e+13 8.2809e+13 1.15323e+14 1.01407e+14 1.41244e+14 1.19694e+14 9.42775e+13 7.56795e+13 7.54289e+13 7.29791e+13 6.83106e+13 8.81125e+13
threshold=5.5000000000000009 55.026775150000006 34.310000000000009 9.5000000000000018 55.039488700000007 82.648284550000014 37.780517050000007 37.740454950000007 6.0000000000000009 55.633951400000008 55.721784200000009 55.768246800000007 75.000000000000014 37.318079750000003 37.488790500000007 64.805000000000021 37.586700500000006 55.685785750000008 55.667390500000003 37.534144550000008 62.995000000000012 37.649344350000007 55.743464250000009 7.5000000000000009 44.205000000000005 37.71815560000001 38.995000000000012 47.805000000000007 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 4 5 -4 7 8 9 -6 12 15 14 -14 18 19 17 -16 -11 20 -12 22 24 -23 26 -18 -21 -19 29 -24
right_child=1 2 3 -5 6 -7 -8 -9 -10 10 11 -13 13 -15 16 -17 25 27 -20 21 -22 23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=67.258027500158093 118.08853467092791 743.0469791092404 -47729.735801402974 -39.193203477633148 9464.7285615827423 6676.0250099524565 -1629.6435475728258 16575.652261554744 -3754.7425580617987 -23374.705169488185 -2022.3347864221644 223.97077411022087 -2127.0112099426801 147220.98003228277 -11708.291776391849 -9356.1416930700234 -31101.707502281599 -9369.0071781481729 -90516.399117993555 71445.497505482461 175222.83339329771 85127.560647243925 -46340.926282848013 -12280.973562397205 67046.249688341864 7098.1240351003844 215584.44076757814 58387.012622722017 85421.224249714185 39917.042065834343
leaf_weight=1145099 1204812 181937 161 1170786 10331 7731 243020 3592 28832 322 1080 66011 1374 139 1615 945 2261 236 441 57 38 162 176 570 290 673 100 487 164 362
leaf_count=1145099 1204812 181937 161 1170786 10331 7731 243020 3592 28832 322 1080 66011 1374 139 1615 945 2261 236 441 57 38 162 176 570 290 673 100 487 164 362
internal_value=0 -26.2973 -127.207 -229.889 -831.405 5566.13 -970.387 361.852 -137.35 1050.08 -71.5776 1180.55 -11676.3 11593.7 -17510.2 17190.8 -11045 3128.53 -62181.4 25555.9 4002.1 38366.7 56899.3 9276.65 100837 -22339.4 163254 36270.2 28921.7 11698.8
internal_weight=0 2.9287e+06 1.72389e+06 1.54196e+06 371170 7892 363278 120258 116666 87834 77503 69955 7548 1513 6035 3944 5272 2338 763 2999 1118 1881 1149 732 447 2934 157 723 702 538
internal_count=4073804 2928705 1723893 1541956 371170 7892 363278 120258 116666 87834 77503 69955 7548 1513 6035 3944 5272 2338 763 2999 1118 1881 1149 732 447 2934 157 723 702 538
is_linear=0
shrinkage=0.1


Tree=2981
num_leaves=31
num_cat=0
split_feature=4 4 0 6 3 6 1 3 4 6 1 1 3 0 6 6 6 6 6 6 6 6 5 0 6 6 6 0 0 1
split_gain=8.54339e+11 7.00414e+12 1.66097e+13 1.50561e+13 2.04306e+13 1.8139e+13 2.29296e+13 1.68948e+13 1.55732e+13 1.87761e+13 1.78033e+13 1.68541e+13 1.54986e+13 1.43203e+13 2.0714e+13 5.83818e+13 2.56607e+13 3.61828e+13 1.67836e+13 1.47543e+13 2.36581e+13 1.61045e+13 1.27442e+13 3.36963e+13 3.04828e+13 7.72214e+13 3.19855e+13 2.81792e+13 8.52953e+13 6.27319e+13
threshold=10.500000000000002 12.500000000000002 43.472751400000007 49.485000000000007 1.5000000000000002 101.02000000000002 45.71452080000001 11.500000000000002 11.500000000000002 82.905000000000015 47.386825600000002 39.939672500000007 8.5000000000000018 42.965693300000005 37.705000000000005 38.205000000000005 31.005000000000006 29.715000000000003 32.005000000000003 35.305000000000007 34.605000000000011 33.005000000000003 1.5000000000000002 59.933037250000005 54.010000000000012 55.015000000000008 70.50500000000001 60.028671700000011 60.042359000000012 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 11 -11 -5 -12 -6 16 -16 17 -15 -18 20 21 -20 23 -4 -25 -26 -27 -24 29 -29
right_child=1 -3 22 5 13 6 7 -9 -10 10 12 -13 -14 14 15 -17 18 -19 19 -21 -22 -23 27 24 25 26 -28 28 -30 -31
leaf_value=35.437646062678702 90879.093272569458 14.457877479643784 1198.0465246700376 97145.208143028853 -7043.1131664830391 81430.232856721705 8561.7161689803979 96213.139368206525 -5745.8005522741705 -97584.685596153955 14001.451621734119 15173.249079984083 -31900.30340725038 -30458.626915922621 169735.65095052085 24553.586686389535 -86532.641729736337 151094.58641304349 26470.888442887932 -61466.205131138398 74500.263105969556 -78916.809159482771 -1961.176927661782 -4051.1079347674331 -136943.47235677086 9155.763749772892 -56182.16142238451 41317.412071983432 -3060.2739379515701 -19547.699188936673
leaf_weight=2547999 36 1364614 54373 26 234 53 501 23 2013 22 183 711 123 21 30 361 32 23 29 35 39 29 88888 9320 60 215 115 911 2577 208
leaf_count=2547999 36 1364614 54373 26 234 53 501 23 2013 22 183 711 123 21 30 361 32 23 29 35 39 29 88888 9320 60 215 115 911 2577 208
internal_value=0 -59.1787 -682.572 5291.04 17122.2 2478.1 18748.9 12409 -572.019 9207.16 -10696.1 18065.1 -4449.25 13934.7 22129.7 35692.9 -3366.53 64444.2 -21559.7 -5808.63 14274 -26223 -855.07 229.015 -5197.26 -32587.4 -13613.5 -1605.43 6950.19 30003.8
internal_weight=0 1.5258e+06 161191 4524 869 3655 577 524 3078 1065 328 737 306 833 599 391 208 44 164 132 97 58 156667 64083 9710 390 330 92584 3696 1119
internal_count=4073804 1525805 161191 4524 869 3655 577 524 3078 1065 328 737 306 833 599 391 208 44 164 132 97 58 156667 64083 9710 390 330 92584 3696 1119
is_linear=0
shrinkage=0.1


Tree=2982
num_leaves=31
num_cat=0
split_feature=0 6 5 1 1 6 0 6 6 6 6 6 4 4 6 0 6 0 6 1 1 0 0 6 3 1 0 1 0 1
split_gain=8.6722e+11 6.71498e+12 1.28772e+13 4.99597e+13 2.94043e+13 6.6159e+13 5.00028e+13 5.8807e+13 5.2896e+13 6.51544e+13 4.22816e+13 4.57187e+13 4.05573e+13 7.73269e+13 3.40925e+13 9.85352e+13 5.92572e+13 5.20158e+13 4.13144e+13 5.92114e+13 3.48494e+13 1.15071e+14 1.26873e+14 5.10223e+13 4.97934e+13 4.43927e+13 7.63811e+13 5.43036e+13 4.22618e+13 4.3685e+13
threshold=56.115175650000005 36.405000000000008 1.5000000000000002 30.277905650000005 30.315889700000003 42.875000000000007 59.91832440000001 108.05000000000001 52.330000000000005 78.010000000000005 53.005000000000003 52.610000000000007 4.5000000000000009 5.5000000000000009 56.805000000000007 56.309668500000008 81.705000000000013 56.148747500000006 55.805000000000007 60.620042600000012 43.997056950000008 56.342669500000007 56.324067350000007 74.615000000000009 2.5000000000000004 30.362494150000003 59.990753350000013 30.330566300000005 60.034792100000011 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -10 11 -8 -12 -14 18 16 17 -16 -6 -20 23 22 -22 25 -24 26 -17 -28 29 -25
right_child=1 2 -4 4 14 6 7 -9 9 -11 12 -13 13 -15 15 20 -18 -19 19 -21 21 -23 24 28 -26 -27 27 -29 -30 -31
leaf_value=-27.791080359241786 -415.37913904448726 -2977.3402641508201 -14.63686037313153 -222.95060192746683 1360.8117977890201 18103.728163623582 21671.68292474257 -138887.08057528408 -34732.792058928368 47333.425751456569 176586.27278645834 -57252.680643503292 -80355.210394021749 55030.87427995303 -2521.7269941215054 -7200.0112706437903 8850.96631264401 -66922.341182763776 34888.704420891343 -20297.155174267202 25390.892288921583 3277.8288648425532 120248.12781929348 -29944.616951660155 322239.72235576925 -22349.033716905804 -21960.484877232142 127669.6945806962 -113647.99519675926 21123.621499465069
leaf_weight=2989263 220918 28779 656220 5789 160696 826 2142 22 537 118 24 76 46 509 166 632 217 513 789 258 85 1835 23 200 26 1923 35 79 27 1031
leaf_count=2989263 220918 28779 656220 5789 160696 826 2142 22 537 118 24 76 46 509 166 632 217 513 789 258 85 1835 23 200 26 1923 35 79 27 1031
internal_value=0 76.5991 202.449 889.305 1512.28 6756.2 16152.1 23968.2 1274.49 -19948.3 25249.2 18967.3 49313.4 43809.7 1198.36 -5742.26 -36639.6 -51177.9 1489.82 21289.9 -1046.86 9810.55 99269.9 -6490.78 227427 -14316.3 6389.92 81730.6 10112.1 12826.6
internal_weight=0 1.08454e+06 863623 207403 178624 10089 4300 2819 1481 655 2797 2218 579 555 168535 6792 896 679 161743 1047 5896 1969 134 3927 49 2669 746 114 1258 1231
internal_count=4073804 1084541 863623 207403 178624 10089 4300 2819 1481 655 2797 2218 579 555 168535 6792 896 679 161743 1047 5896 1969 134 3927 49 2669 746 114 1258 1231
is_linear=0
shrinkage=0.1


Tree=2983
num_leaves=31
num_cat=0
split_feature=0 0 3 1 6 3 4 4 1 0 7 1 1 4 4 1 1 6 6 5 6 1 3 4 4 0 1 1 5 6
split_gain=7.63183e+11 1.06404e+13 4.01528e+13 6.11427e+13 6.02582e+13 8.18742e+13 5.67618e+13 4.88656e+13 8.51174e+13 7.94116e+13 4.29574e+13 1.07855e+14 2.07435e+14 2.98107e+14 1.07671e+14 9.98169e+13 1.1404e+14 9.10443e+13 9.05714e+13 1.43911e+14 8.1249e+13 7.43538e+13 9.11906e+13 6.96424e+13 7.67936e+13 6.60971e+13 9.07e+13 7.61633e+13 6.51121e+13 1.07215e+14
threshold=59.91832440000001 59.939085000000013 3.5000000000000004 30.370944000000005 70.50500000000001 1.5000000000000002 8.5000000000000018 5.5000000000000009 30.323041000000003 59.933037250000005 6.0000000000000009 30.362494150000003 30.277905650000005 6.5000000000000009 14.500000000000002 30.425503950000003 30.389265100000003 88.825000000000003 79.710000000000022 1.5000000000000002 57.410000000000004 30.205407000000005 8.5000000000000018 12.500000000000002 14.500000000000002 59.933037250000005 30.345769800000003 30.330566300000005 4.5000000000000009 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 -10 11 12 21 18 17 16 -12 20 19 -14 -15 -4 -23 -18 -25 26 27 -22 29 -20
right_child=1 -3 10 6 5 -7 -8 8 9 -11 15 -13 13 14 -16 -17 23 -19 28 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-11.590133534332919 17874.126659562618 -78.075638773518904 -20330.977083424776 -18658.584268631101 -16428.042022130438 28813.78045375253 7198.0443244049638 3628.3908781895634 -22945.735146620009 -130925.54591006326 1725.0451410979331 3752.5347172393276 -61437.202523140288 -97498.580286011274 -44531.764574189496 -58080.197656902288 59627.557394904492 -39914.870085328017 -30121.141293782555 39328.324241937429 -176626.60408653846 10597.125712665402 81298.902469978173 -135634.78576388891 18851.489801609558 -290334.9954288564 -248371.24252717395 65421.241165865387 26916.39017503956 -155464.56310876625
leaf_weight=3801237 1789 237594 534 1572 470 2686 1846 2913 360 84 12316 5414 184 233 534 262 573 141 600 617 26 897 229 36 303 47 46 26 158 77
leaf_count=3801237 1789 237594 534 1572 470 2686 1846 2913 360 84 12316 5414 184 233 534 262 573 141 600 617 26 897 229 36 303 47 46 26 158 77
internal_value=0 161.637 1790.16 6562.89 11197.4 22076.2 -4693.89 4525.48 -2588.24 -43374.3 -615.4 -5667.75 -17394.9 -34554.4 -76056.3 3041.1 4251.69 -108492 -7842.01 16181.2 -134072 10401.4 24976.1 38372.5 2445.87 -192842 -146086 -55602.7 -30887 -44377.3
internal_weight=0 272567 34973 11720 8302 3156 3418 5146 3357 444 23253 9763 4349 2689 1053 13490 13228 519 1636 801 378 1660 1126 912 339 145 98 52 835 677
internal_count=4073804 272567 34973 11720 8302 3156 3418 5146 3357 444 23253 9763 4349 2689 1053 13490 13228 519 1636 801 378 1660 1126 912 339 145 98 52 835 677
is_linear=0
shrinkage=0.1


Tree=2984
num_leaves=31
num_cat=0
split_feature=4 4 2 7 6 0 0 0 6 0 3 6 6 5 1 1 3 6 6 1 6 0 6 0 6 1 2 0 1 6
split_gain=7.48257e+11 6.60066e+12 3.38221e+13 5.7063e+13 4.42538e+13 7.16795e+13 6.71513e+13 4.09202e+13 4.96139e+13 5.46926e+13 3.5531e+13 3.54695e+13 4.30717e+13 6.31169e+13 6.89816e+13 7.38666e+13 8.96177e+13 7.2092e+13 6.94167e+13 5.16324e+13 7.2003e+13 4.5013e+13 4.48524e+13 4.43749e+13 3.89455e+13 5.62169e+13 4.12986e+13 7.10062e+13 3.818e+13 3.77011e+13
threshold=10.500000000000002 11.500000000000002 75.000000000000014 6.0000000000000009 68.00500000000001 55.702806750000008 55.696737300000009 55.696737300000009 71.715000000000018 55.775215600000003 9.5000000000000018 90.045000000000016 79.710000000000022 2.5000000000000004 30.330566300000005 30.260128500000004 5.5000000000000009 82.905000000000015 83.010000000000005 30.438492500000006 86.030000000000015 43.687280500000007 86.030000000000015 44.601833250000006 118.04500000000002 86.169282750000022 9651.0000000000018 55.039488700000007 30.345769800000003 80.030000000000015
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 5 6 -2 -6 -9 -10 -7 12 -4 21 15 17 -17 -15 -18 20 28 -14 -19 -23 26 -26 -13 -28 -16 -25
right_child=1 -3 11 -5 7 10 -8 8 9 -11 -12 24 13 14 19 16 18 22 -20 -21 -22 23 -24 29 25 -27 27 -29 -30 -31
leaf_value=33.164629440171154 25209.936326594339 -22.978394558030349 -2471.5549277634677 183.09258622094995 28696.924844820205 56371.513627717737 -102823.50751329788 -152363.23506433825 -109482.87377068015 52425.474197048614 135692.97229817708 18364.204091801992 3641.8226095897903 -197846.58028273811 54350.287209821436 383.58332413383152 293203.31576704548 63885.845419730402 94143.706640625009 -8372.6659664523522 -202384.04862060549 -135379.2595736229 -106941.70816761366 -98733.048605286851 -10095.675382003024 119934.71213235294 -23711.894017354 72577.269382022481 -68738.290659179693 -31183.924137524133
leaf_weight=2547999 319 1489647 24964 2829 146 311 47 34 34 54 69 2385 183 21 35 92 22 51 86 1559 32 59 22 102 1505 34 549 89 90 435
leaf_count=2547999 319 1489647 24964 2829 146 311 47 34 34 54 69 2385 183 21 35 92 22 51 86 1559 32 59 22 102 1505 34 549 89 90 435
internal_value=0 -55.3829 -1390.39 7478.41 27831.9 40353.4 8768.48 -7022.54 -49768.8 -10130 70774.6 -2445.1 -3788.32 -15574.5 -6209.28 38547 72910.6 -34567.2 134693 -13877.3 -68538.1 -39739 12403.6 -53059 5726.43 -7223.01 12318.9 -10279.7 -34273.5 -44014.5
internal_weight=0 1.5258e+06 36158 3843 1014 746 366 268 122 88 380 32315 27753 2789 2010 294 200 94 108 1716 157 779 73 596 4562 1539 3023 638 125 537
internal_count=4073804 1525805 36158 3843 1014 746 366 268 122 88 380 32315 27753 2789 2010 294 200 94 108 1716 157 779 73 596 4562 1539 3023 638 125 537
is_linear=0
shrinkage=0.1


Tree=2985
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 1 7 1 4 4 0 1 4 0 4 1 3 0 4 1 5 3 7 6 0 3 4 4 1
split_gain=7.241e+11 5.17271e+12 2.87241e+13 4.90642e+13 4.5734e+13 4.11831e+13 3.37877e+13 2.59994e+13 2.20552e+13 2.18856e+13 2.37124e+13 2.13933e+13 2.90337e+13 2.26679e+13 1.97307e+13 1.96201e+13 1.93142e+13 1.91338e+13 1.90348e+13 1.93818e+13 1.82517e+13 1.82415e+13 1.82279e+13 3.12282e+13 1.68319e+13 1.649e+13 1.6307e+13 1.75217e+13 2.21904e+13 2.0825e+13
threshold=87.395000000000024 86.030000000000015 30.452677500000004 82.911604200000014 82.941727000000014 82.956351500000011 30.370944000000005 6.0000000000000009 82.648284550000014 13.500000000000002 15.500000000000002 57.14107305000001 63.728898350000001 16.500000000000004 59.982409200000006 12.500000000000002 30.624707450000006 5.5000000000000009 55.017684700000011 16.500000000000004 30.330566300000005 1.5000000000000002 7.5000000000000009 6.0000000000000009 86.920000000000016 55.039488700000007 4.5000000000000009 8.5000000000000018 9.5000000000000018 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -6 20 8 11 22 -11 12 21 -14 26 -10 -16 -12 -5 -20 -3 -4 24 -24 -8 -17 -13 29 -29 -28
right_child=-2 2 3 4 5 -7 9 -9 15 10 17 14 13 -15 16 25 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-4.0755387851700782 -168.16892103764138 -9585.1433183885929 -63085.808995863976 29276.487843277057 49568.235976793643 112.17853519982933 -47793.053796164779 822.45411717113245 63459.854390517983 78983.488025841361 34397.1204634233 17401.396417557564 -24743.060246516048 64278.728402217748 -78744.476618303568 -49619.088392857142 12634.53844301611 -41267.509698530244 -53040.018380978814 -9439.3075031541139 11173.600286897079 10374.165627195362 48060.694751602568 -87647.242135416673 -111977.93623197117 43319.597828311016 186681.00898437502 -30920.230103236609 55873.537177760634 50952.96168118991
leaf_weight=3772944 240899 1608 34 48 169 45602 110 3908 146 26 44 228 370 31 28 35 133 139 278 161 575 5845 39 30 65 42 20 35 186 26
leaf_count=3772944 240899 1608 34 48 169 45602 110 3908 146 26 44 228 370 31 28 35 133 139 278 161 575 5845 39 30 65 42 20 35 186 26
internal_value=0 10.5695 932.081 1401.42 -29.5513 294.785 -9274.69 7382.63 10963.7 -34128 -10378.7 9968.5 8173.53 -17861.1 27152 41918.8 -3257.46 -23074.9 -30512.5 -37049.8 -4117.31 9949.32 -54470.7 -10942.8 -71633.2 1074.74 37042.8 53815.2 42127.9 109965
internal_weight=0 3.8329e+06 59961 57325 46258 45771 2636 11067 7159 453 209 6936 6280 401 656 223 161 183 487 439 2183 5879 244 69 175 77 495 267 221 46
internal_count=4073804 3832905 59961 57325 46258 45771 2636 11067 7159 453 209 6936 6280 401 656 223 161 183 487 439 2183 5879 244 69 175 77 495 267 221 46
is_linear=0
shrinkage=0.1


Tree=2986
num_leaves=31
num_cat=0
split_feature=0 0 1 7 1 1 1 4 0 6 0 4 1 0 6 6 6 7 6 4 0 4 6 4 3 4 4 5 1 1
split_gain=6.89416e+11 5.92653e+12 1.19501e+13 4.08066e+13 6.76517e+13 3.75608e+13 2.86153e+13 5.89661e+13 3.27317e+13 2.66514e+13 2.59722e+13 2.55575e+13 2.52749e+13 1.88e+13 1.76367e+13 1.72747e+13 1.68063e+13 1.56522e+13 1.50358e+13 1.50337e+13 1.45879e+13 1.18709e+13 1.08758e+13 1.45244e+13 1.50215e+13 1.3001e+13 3.02561e+13 1.23118e+13 1.08625e+13 1.0843e+13
threshold=56.115175650000005 56.324067350000007 37.978059650000013 6.0000000000000009 37.131181300000009 37.517483500000004 38.109452700000006 15.500000000000002 56.309668500000008 78.010000000000005 56.228352100000002 17.500000000000004 37.804148700000006 56.288960650000007 39.355000000000011 55.405000000000008 112.00500000000001 6.0000000000000009 102.04000000000001 8.5000000000000018 56.148747500000006 14.500000000000002 73.995000000000019 13.500000000000002 2.5000000000000004 6.5000000000000009 7.5000000000000009 1.5000000000000002 36.593086150000012 36.865631950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 7 8 -4 13 11 21 14 -6 -7 -12 20 -10 -11 -15 -2 29 25 24 -24 28 -27 -28 -22 -5
right_child=1 -3 6 5 9 12 -8 -9 17 18 15 -13 -14 19 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-24.778883469281379 -27299.314912266822 -9.9939871262808939 6756.0649768522844 54771.0906875 -15970.631552937812 17880.127248655048 952.50567771892679 146401.10901692708 119353.34993330792 -116591.50069959853 -256.62806640625001 -4315.2482183830543 -24265.630949797458 -58508.849426336237 67268.833528645846 -76676.718511962899 -71347.994365530307 17670.683367919923 -14116.052008928571 13900.946495863971 -8509.6630818913491 29326.183161116311 -38023.786890109084 58979.762711148651 27827.514413574223 -99405.238511029413 -13300.812369233405 2387.8301768928691 7211.2827563287374 -18441.8293346477
leaf_weight=2989263 186 975160 548 25 1763 112 99188 36 41 45 55 831 54 183 204 64 33 24 21 34 534 503 53 74 100 34 871 1175 2484 106
leaf_count=2989263 186 975160 548 25 1763 112 99188 36 41 45 55 831 54 183 204 64 33 24 21 34 534 503 53 74 100 34 871 1175 2484 106
internal_value=0 68.2967 766.279 -2614.33 -5932.06 10272.9 1089.45 22019 14714.4 -21473 3572.04 7221.53 38959.7 -19389.2 49764 -41356.5 -196.714 81809 -83985.7 -47163.5 229.342 22343.1 1190.91 22607.9 5016.28 237.266 -5845.71 -4290.96 4429.64 -4469.9
internal_weight=0 1.08454e+06 109381 9544 7590 1954 99837 649 613 2046 1584 1465 370 1980 316 119 5544 65 66 217 5511 634 5325 227 153 5098 2080 2046 3018 131
internal_count=4073804 1084541 109381 9544 7590 1954 99837 649 613 2046 1584 1465 370 1980 316 119 5544 65 66 217 5511 634 5325 227 153 5098 2080 2046 3018 131
is_linear=0
shrinkage=0.1


Tree=2987
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 6 3 7 3 3 1 5 6 0 0 7 0 5 6 0 6 3 6 6 6 3 4 0 0 4
split_gain=6.93536e+11 5.78262e+12 2.82992e+13 8.84403e+13 6.22223e+13 5.55188e+13 4.9669e+13 4.03738e+13 3.98029e+13 3.84989e+13 3.66371e+13 4.32073e+13 5.20194e+13 3.63031e+13 3.58148e+13 3.38717e+13 4.56459e+13 3.31591e+13 3.31028e+13 3.05072e+13 3.42026e+13 4.98727e+13 3.03934e+13 3.0084e+13 2.98999e+13 3.90079e+13 3.96361e+13 5.2571e+13 1.21687e+14 1.11704e+14
threshold=30.345769800000003 30.315889700000003 16.500000000000004 17.500000000000004 18.500000000000004 108.05000000000001 8.5000000000000018 6.0000000000000009 5.5000000000000009 16.500000000000004 30.323041000000003 1.5000000000000002 60.910000000000004 59.939085000000013 60.028671700000011 6.0000000000000009 59.838047850000002 2.5000000000000004 58.305000000000007 59.825842200000004 74.615000000000009 8.5000000000000018 70.50500000000001 134.05000000000004 43.405000000000008 13.500000000000002 14.500000000000002 59.825842200000004 59.856552950000008 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 6 5 8 15 -3 19 10 -9 11 -5 -13 -14 -11 16 18 22 -4 20 -6 -22 -17 24 -8 26 -26 -28 29 -29
right_child=-2 2 3 4 7 -7 23 9 -10 14 -12 12 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-81.864592298759717 -10.317127065792228 983.36716399272507 -8171.3311247768788 129148.10112132353 15611.73551867793 71878.39253559729 2631.1518013596906 -13620.846501283559 8484.6254250474358 12746.113905521948 20324.946883630451 -64506.485243055555 -25249.718070652176 123970.38404017857 -25095.853497003449 -32435.363626112568 24908.092189526829 -74970.858508367484 -54489.763845068781 982.16548443897091 202505.7112265625 27690.671077127663 52738.25640674938 -88783.776979166665 14701.492709155638 -13191.358024358371 3992.5554311752321 223503.97539062501 35511.845372050928 -21844.762789550783
leaf_weight=191371 3834081 26673 453 85 626 62 2277 3892 1227 1229 314 36 23 56 314 876 265 183 234 5759 25 47 44 30 2489 377 256 72 403 25
leaf_count=191371 3834081 26673 453 85 626 62 2277 3892 1227 1229 314 36 23 56 314 876 265 183 234 5759 25 47 44 30 2489 377 256 72 403 25
internal_value=0 165.01 1142.11 -2338.55 614.355 -21354.6 2823.61 -1970.58 18270.9 -8321.52 41632.3 75084.8 35124.9 80526.6 5045.29 -24167.5 -10348.3 -36094.8 -23947.9 3375.15 23119 88390.3 -28361.8 11102.4 11610.4 17255.2 20792.5 40845.9 59714.9 160270
internal_weight=0 239723 48352 15750 13633 2117 32602 11892 1741 5435 514 200 115 79 1543 2055 952 1103 687 6457 698 72 920 5929 5899 3622 3245 756 500 97
internal_count=4073804 239723 48352 15750 13633 2117 32602 11892 1741 5435 514 200 115 79 1543 2055 952 1103 687 6457 698 72 920 5929 5899 3622 3245 756 500 97
is_linear=0
shrinkage=0.1


Tree=2988
num_leaves=31
num_cat=0
split_feature=2 6 2 4 6 6 6 0 0 4 4 1 3 1 4 0 0 1 4 6 6 6 4 0 0 0 6 3 4 1
split_gain=7.13147e+11 3.97215e+12 1.12574e+13 1.8801e+13 2.14455e+13 1.76331e+13 2.12809e+13 2.89162e+13 1.97555e+13 4.69914e+13 2.43795e+13 2.22763e+13 2.58539e+13 7.3523e+13 2.19011e+13 1.92447e+13 1.80539e+13 2.55136e+13 2.2728e+13 4.89645e+13 7.43892e+13 6.94059e+13 4.61057e+13 3.22855e+13 5.74156e+13 2.64683e+13 4.5554e+13 2.34707e+13 1.96245e+13 2.93141e+13
threshold=3338.0000000000005 46.010000000000012 6680.0000000000009 19.500000000000004 48.005000000000003 82.00500000000001 88.00500000000001 55.161746650000005 55.183288250000011 24.500000000000004 21.500000000000004 65.534455000000023 14.500000000000002 65.493200550000012 21.500000000000004 55.183288250000011 56.791379400000004 60.636764050000004 21.500000000000004 104.01000000000001 118.04500000000002 96.050000000000011 20.500000000000004 56.838524800000009 56.83050475000001 56.802121050000004 100.05000000000001 8.5000000000000018 21.500000000000004 65.574968200000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 10 11 -7 12 14 -14 -10 -6 -9 18 19 21 22 -18 -21 24 -23 26 27 -20 -19 -30
right_child=1 2 -4 4 5 6 7 16 9 -11 -12 -13 13 -15 -16 -17 17 28 25 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-34.829788897864773 -128.35837074157018 780.98929305300896 -117.90098336583203 8137.0132052666413 -12411.076040021333 -56193.43946974734 19826.056227557521 -14620.063779422795 69079.076525080323 2404.8210398992383 4903.1582496714373 7271.1243607003344 48802.467174030171 237872.24459374999 14608.469079282104 -2696.0739586109394 78122.086149088544 -45534.265999047551 132650.28136559311 93894.964642857143 13851.448416389016 -5335.903409090909 284225.90794921876 19862.232744565219 -224837.43425480771 -1361.7003636901675 -5782.0162371735078 39012.565744173735 -11216.39846512089 83227.795177504595
leaf_weight=2406287 712807 379895 539070 2120 2238 94 582 1173 107 1327 214 210 116 25 238 22936 48 162 49 35 85 22 20 23 26 2684 134 59 984 34
leaf_count=2406287 712807 379895 539070 2120 2238 94 582 1173 107 1327 214 210 116 25 238 22936 48 162 49 35 85 22 20 23 26 2684 134 59 984 34
internal_value=0 50.2606 183.621 574.685 -1617.9 -2232.93 1719.42 -1377.54 9850.45 13442.6 -13743.2 34487.2 46247.3 82325.5 31502.3 -3559.75 -3605.87 -646.045 4007.46 32400.6 72487.3 -14760.3 163106 -77554 -124233 1494.19 33168.7 81496.3 -13206.6 -8062.07
internal_weight=0 1.66752e+06 954710 415640 35745 33625 8451 6120 2331 2023 308 696 486 141 345 25174 5538 4365 3185 259 140 119 55 71 48 2926 242 108 1180 1018
internal_count=4073804 1667517 954710 415640 35745 33625 8451 6120 2331 2023 308 696 486 141 345 25174 5538 4365 3185 259 140 119 55 71 48 2926 242 108 1180 1018
is_linear=0
shrinkage=0.1


Tree=2989
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 0 0 5 0 4 1 4 7 6 6 6 6 6 3 4 6 0 6 0 6 1 6 4 7
split_gain=7.73122e+11 8.36185e+12 2.54935e+13 2.20843e+13 2.69495e+13 3.96146e+13 2.5555e+13 1.98725e+13 1.83445e+13 1.48941e+13 1.47771e+13 4.16401e+13 3.05295e+13 3.19954e+13 2.35875e+13 2.76109e+13 2.34442e+13 4.09327e+13 2.43262e+13 2.82711e+13 2.02297e+13 3.14089e+13 2.24011e+13 2.58292e+13 2.09361e+13 3.03333e+13 4.62398e+13 4.4727e+13 3.92175e+13 3.103e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 55.183288250000011 61.511492200000006 87.015000000000015 55.462387050000011 56.385857200000011 1.5000000000000002 57.205086850000008 17.500000000000004 65.493200550000012 23.500000000000004 6.0000000000000009 71.715000000000018 79.710000000000022 77.565000000000012 72.020000000000024 91.02500000000002 14.500000000000002 16.500000000000004 86.920000000000016 57.15297970000001 97.020000000000024 57.15297970000001 92.02500000000002 65.493200550000012 98.020000000000024 9.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 -9 20 -12 14 16 -13 -16 17 -14 19 -18 24 -22 23 -23 -8 -26 27 -27 29 -28
right_child=-2 2 3 4 6 -7 10 9 -10 -11 11 12 13 -15 15 -17 18 -19 -20 -21 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=4.4324307001890064 75.015987572441801 -9494.4851127564471 -1707.0369350330229 -3447.8748114340669 14364.162533562381 -38250.337980077071 -2546.0904013176314 -18838.388045951317 2858.0052931368855 11397.366775446353 17447.167269204794 -6165.0842778193492 37235.706785402101 -16262.217831621914 -78997.478727981288 -12136.464080645586 35362.076269531251 -103894.44218750001 16365.807216282898 176277.20058035714 -12323.309364871824 115151.99940159575 -46855.258831521744 8541.312810724432 1537.4119768610458 51875.932592253987 92324.997999956366 -32606.529978390958 -4255.441514553494 -2278.4132903343025
leaf_weight=2951380 1027379 3367 13798 10742 1097 369 24579 1422 24315 184 1520 1078 143 167 106 148 24 24 38 35 2569 47 23 44 8612 94 179 188 90 43
leaf_count=2951380 1027379 3367 13798 10742 1097 369 24579 1422 24315 184 1520 1078 143 167 106 148 24 24 38 35 2569 47 23 44 8612 94 179 188 90 43
internal_value=0 -25.2985 -948.515 -634.653 -1943.85 -5963.87 -692.32 -4999.04 1205.33 -15374.3 -1107.83 5318.17 -5139.05 17994.8 -12624.5 -40039.1 39664.9 16953.5 78765.9 118956 -1686.33 -10044.1 41318.3 63604 -1022.6 3044.94 24901.6 -4445.71 51427 74000.9
internal_weight=0 3.04642e+06 95045 91678 53565 12717 40848 12348 38113 1606 39751 3283 1763 431 1332 254 264 167 97 59 36468 2683 114 91 33785 9206 594 282 312 222
internal_count=4073804 3046425 95045 91678 53565 12717 40848 12348 38113 1606 39751 3283 1763 431 1332 254 264 167 97 59 36468 2683 114 91 33785 9206 594 282 312 222
is_linear=0
shrinkage=0.1


Tree=2990
num_leaves=31
num_cat=0
split_feature=6 2 1 0 5 3 4 6 0 0 0 4 1 0 3 1 4 1 6 4 0 1 1 1 6 0 0 0 0 4
split_gain=7.16744e+11 6.36629e+12 1.50409e+13 3.02852e+13 6.95037e+13 4.03446e+13 1.38897e+13 4.17255e+13 4.61539e+13 2.61624e+13 4.64293e+13 5.56588e+13 3.62646e+13 3.77915e+13 7.32552e+13 3.75653e+13 3.68419e+13 3.15467e+13 2.67418e+13 2.6586e+13 2.62382e+13 2.44396e+13 2.43396e+13 2.42074e+13 2.37187e+13 2.79596e+13 2.13938e+13 3.39887e+13 2.91504e+13 3.51857e+13
threshold=102.04000000000001 2343.5000000000005 53.252814850000007 56.872182500000008 3.5000000000000004 3.5000000000000004 9.5000000000000018 106.49500000000002 55.82518790000001 55.910578700000009 56.020150250000007 5.5000000000000009 39.178027400000005 54.604289300000012 4.5000000000000009 39.231261550000006 8.5000000000000018 37.234509300000006 156.15000000000003 8.5000000000000018 55.93962770000001 39.231261550000006 37.318079750000003 39.038055050000004 103.03500000000001 55.348830750000012 55.840017500000009 55.82518790000001 55.806294650000005 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 -5 7 8 22 12 11 17 23 15 -15 16 -14 -11 -19 -12 -13 -8 24 26 -2 -26 27 28 -9 -30
right_child=1 -3 -4 4 -6 -7 21 9 -10 10 19 20 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=6.8987405852068093 -38.155841619318181 -516.91355117184685 -38933.990076815149 57624.134446022734 -21946.749278539544 251402.76409970238 693.78607160909178 23.401239417878209 -10801.270888989122 113787.01343749999 -19662.86961674146 179550.97739583335 18467.823961871603 246636.24808238639 -14479.155505952382 -59085.379812500003 154682.47317708333 21424.623583984376 -72720.322079190344 32931.620673963764 73280.312123596785 -25680.799282391527 35848.36367787436 -79740.531371527788 55582.482732371805 172507.16607921512 -28061.783038225447 76436.153909801142 60924.712090773814 -83969.541620387812
leaf_weight=3966508 22 96179 89 22 49 21 6965 1510 177 25 289 30 115 22 21 50 24 96 44 144 103 370 293 45 39 43 350 55 21 83
leaf_count=3966508 22 96179 89 22 49 21 6965 1510 177 25 289 30 115 22 21 50 24 96 44 144 103 370 293 45 39 43 350 55 21 83
internal_value=0 -255.032 2010.64 2341.08 59476.1 152260 1860.43 6946.77 31666.3 2259.3 18735.6 49114.6 -2986.42 34499.3 119115 15248.2 41986.9 10313.6 -8163.79 -2171.86 97251.1 -636.629 50600.1 -7199.94 92160.4 116897 -5583.14 -869.22 -3503.54 -54712
internal_weight=0 107296 11117 11028 92 43 10936 3601 574 3027 731 298 2296 232 43 189 139 165 140 433 133 7335 397 2064 104 82 2019 1669 1614 104
internal_count=4073804 107296 11117 11028 92 43 10936 3601 574 3027 731 298 2296 232 43 189 139 165 140 433 133 7335 397 2064 104 82 2019 1669 1614 104
is_linear=0
shrinkage=0.1


Tree=2991
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 0 0 7 4 4 4 6 0 6 5 0 0 4 4 6 7 4 7 6 6 6 6 4 6 0
split_gain=7.09542e+11 2.62876e+13 3.16708e+13 2.67064e+13 6.58578e+13 3.04714e+13 3.8391e+13 3.94929e+13 3.45775e+13 3.78639e+13 2.97016e+13 4.81261e+13 3.0455e+13 2.97112e+13 3.8355e+13 2.38044e+13 2.17725e+13 2.01096e+13 3.27194e+13 2.82734e+13 2.00083e+13 4.33497e+13 1.77384e+13 1.76512e+13 2.74988e+13 2.23137e+13 2.16624e+13 2.63814e+13 1.9741e+13 1.96617e+13
threshold=60.605526900000008 60.620042600000012 56.791379400000004 45.005000000000003 1.5000000000000002 56.838524800000009 56.83050475000001 6.0000000000000009 13.500000000000002 25.500000000000004 8.5000000000000018 85.020000000000024 56.888401950000009 57.995000000000012 2.5000000000000004 56.818587550000011 56.858606850000008 16.500000000000004 17.500000000000004 168.45000000000002 6.0000000000000009 23.500000000000004 6.0000000000000009 134.05000000000004 114.05000000000001 120.05000000000001 100.05000000000001 15.500000000000002 96.050000000000011 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 17 -8 10 22 11 -7 -13 -12 -15 -5 -17 19 -19 23 -2 -22 -10 24 26 -26 28 -28 -6 -25
right_child=1 -3 3 4 5 8 7 -9 9 -11 13 12 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-27.728349328145551 -3268.8051991593143 11.375643631054277 1139.5427801361293 17056.324662028372 7237.9435946470512 9506.1648120659083 36349.794759354823 147828.68257378472 6917.4741071222807 24995.273614542108 -6610.183381070492 -69922.273186487277 27582.195777529763 79450.603252751578 22247.114122276136 77596.654022189905 25491.158595325105 100470.01940917969 18587.190619240915 -103719.481640625 -84843.26882461377 26852.546226528237 -18781.621267241135 -16212.381210937499 -77485.640988498271 20809.763579963237 120714.04144965278 -5136.3080393145165 -52360.738153800317 83804.166152686405
leaf_weight=2826208 2815 1232124 5495 217 958 1070 271 36 339 304 207 135 42 159 446 227 124 52 793 24 89 57 1293 30 72 34 36 31 59 57
leaf_count=2826208 2815 1232124 5495 217 958 1070 271 36 339 304 207 135 42 159 446 227 124 52 793 24 89 57 1293 30 72 34 36 31 59 57
internal_value=0 62.8137 4159.12 6360.16 10449 7573.46 16346.4 49422.2 2186.74 -7407.57 11207.9 1516.07 -46785.6 26091.8 37280.8 43092.5 59189 11614.6 23626.1 3813.15 -5140.88 -41236 -13443.4 5834.13 2655.22 -45956.9 7408.81 62484.8 3780.4 49315.7
internal_weight=0 1.2476e+06 15472 12511 7016 6448 2453 307 3995 1936 2059 1247 177 812 605 568 351 2146 845 1301 2961 146 1632 1277 1190 106 1084 67 1017 87
internal_count=4073804 1247596 15472 12511 7016 6448 2453 307 3995 1936 2059 1247 177 812 605 568 351 2146 845 1301 2961 146 1632 1277 1190 106 1084 67 1017 87
is_linear=0
shrinkage=0.1


Tree=2992
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 1 4 4 6 6 6 4 4 1 4 1 3 6 4 6 6 4 6 4 4 6 3 6 3 1
split_gain=7.33304e+11 4.20212e+12 3.03439e+13 4.18003e+13 1.09414e+14 7.40881e+13 1.34304e+14 6.91484e+13 5.64949e+13 6.88664e+13 5.40154e+13 5.3161e+13 4.89579e+13 5.86356e+13 4.47628e+13 6.41913e+13 5.99493e+13 4.16379e+13 3.91342e+13 6.28386e+13 7.53596e+13 3.3877e+13 2.88794e+13 2.58227e+13 2.58542e+13 2.44834e+13 3.0445e+13 4.76058e+13 2.61996e+13 2.43583e+13
threshold=42.005000000000003 59.882709350000006 59.864072000000007 30.303340300000002 30.362494150000003 30.438492500000006 15.500000000000002 6.5000000000000009 97.020000000000024 72.50500000000001 108.05000000000001 6.5000000000000009 25.500000000000004 30.472130500000002 14.500000000000002 30.315889700000003 8.5000000000000018 62.010000000000012 11.500000000000002 81.02500000000002 62.995000000000012 8.5000000000000018 101.02000000000002 19.500000000000004 22.500000000000004 83.010000000000005 11.500000000000002 67.445000000000007 6.5000000000000009 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 17 8 9 -5 12 -4 13 22 15 18 -17 -6 19 20 -9 -13 -7 -23 -25 26 27 -26 -29 -18
right_child=1 -3 3 4 5 10 -8 14 -10 -11 -12 21 -14 -15 -16 16 29 -19 -20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=58.721968555361379 -16.358890328029219 -461.86964694556991 14392.29333367023 -12148.330477326046 -12440.152386822225 26414.382290289785 54871.20101906106 74675.520011655739 -136447.5140335648 68546.047080660181 139082.08713235296 -49387.345413675394 -63841.441140672636 -8180.9683890890774 9650.1059145529707 34848.180550770157 35917.63184442935 -48054.560479363812 219080.49683837892 -57595.2184659091 286618.54592391307 8340.8343823774594 -52180.019234212239 -24551.662836426276 13048.5168932044 -39566.611332370929 -9241.9058117094501 63936.224864130432 216579.60653409094 155903.34562988282
leaf_weight=1397217 2458419 208390 1116 353 1431 1799 270 62 27 151 34 222 82 790 223 550 23 426 32 22 23 642 48 991 92 92 168 23 22 64
leaf_count=1397217 2458419 208390 1116 353 1431 1799 270 62 27 151 34 222 82 790 223 550 23 426 32 22 23 642 48 991 92 92 168 23 22 64
internal_value=0 -30.6537 5.75387 5565.42 10304.8 2989.3 -11028.6 33637.9 4478.36 12028 13819.7 -3454.6 12253.4 14619.6 49137.1 60484.5 47049.3 -20610.2 122055 93037.5 132025 -12298.8 24371.9 -8242.81 -15913.3 5649.82 19288.9 54275.5 138562 124183
internal_weight=0 2.67659e+06 2.4682e+06 9778 6410 4880 2127 1530 531 504 2753 3368 2719 2637 999 776 637 1857 139 107 85 2252 1847 2030 1388 397 305 137 45 87
internal_count=4073804 2676587 2468197 9778 6410 4880 2127 1530 531 504 2753 3368 2719 2637 999 776 637 1857 139 107 85 2252 1847 2030 1388 397 305 137 45 87
is_linear=0
shrinkage=0.1


Tree=2993
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 4 1 4 6 4 6 4 6 5 7 4 4 0 1 2 1 4 1 0 1 1 6 4 0
split_gain=8.68963e+11 9.89079e+12 8.63875e+13 6.3463e+13 1.07514e+14 5.84135e+13 5.17872e+13 1.7862e+14 9.96693e+13 9.51777e+13 6.64675e+13 6.0207e+13 7.69983e+13 5.76382e+13 5.61858e+13 5.58251e+13 2.0706e+14 8.96693e+13 8.65449e+13 7.84091e+13 1.39552e+14 1.25716e+14 1.01868e+14 7.75265e+13 7.53617e+13 6.56373e+13 6.20005e+13 8.22256e+13 7.5896e+13 2.50118e+14
threshold=59.91832440000001 59.882709350000006 30.624707450000006 30.277905650000005 8.5000000000000018 59.905532300000012 7.5000000000000009 30.303340300000002 5.5000000000000009 98.020000000000024 4.5000000000000009 54.990000000000002 8.5000000000000018 62.995000000000012 3.5000000000000004 6.0000000000000009 20.500000000000004 15.500000000000002 59.905532300000012 30.410676000000006 3338.0000000000005 30.452677500000004 18.500000000000004 30.345769800000003 59.905532300000012 30.410676000000006 30.438492500000006 75.605000000000004 15.500000000000002 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 9 -5 14 12 -8 -13 -11 16 23 -17 -19 22 21 -21 -20 -9 -18 -25 28 -28 -27 -30
right_child=-2 2 -4 6 5 -7 7 15 -10 10 -12 13 -14 -15 -16 17 24 18 19 20 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=5.3869258509510329 172.47506813797654 -2101.1799372283635 -33522.679483231732 2566.9759533964439 -30337.400311302379 -91469.189113170709 169155.07748919551 27672.325139508095 -37497.839114706323 -90380.445239825582 -90698.504801598378 -87292.868750000009 31183.551924928477 49862.94916586599 50459.330101656633 -12409.453604000062 -22642.748734049848 5890.3002322527136 123934.98388356855 -28486.076079915365 -2777.467447609868 -114512.86002718889 -10516.17253443578 -19635.431481273339 3340.099607691971 66817.683751730321 4055.6646678959314 41762.199272738195 30821.768340689679 -218838.05323153408
leaf_weight=3755739 272567 1707 826 3465 595 212 94 2513 1019 43 196 34 71 310 83 6762 2923 10768 93 675 2006 227 143 795 1806 412 6586 634 456 44
leaf_count=3755739 272567 1707 826 3465 595 212 94 2513 1019 43 196 34 71 310 83 6762 2923 10768 93 675 2006 227 143 795 1806 412 6586 634 456 44
internal_value=0 -12.3673 -1477.93 -885.413 -16320.2 -46396.8 35.0058 1292.21 -9735.93 -2265.8 -54270.6 60126.1 109786 36306.9 2394.96 479.398 4880.97 -2963.04 1628.43 -12968.2 -17467 -50135.8 42466.7 12156.7 -12719.9 7789 10470.1 7366.74 35038.1 8851.7
internal_weight=0 3.80124e+06 45498 44672 2514 807 42158 37352 4806 3787 322 509 165 344 126 36843 16169 20674 13912 3144 2908 902 236 11440 4729 8927 8132 7220 912 500
internal_count=4073804 3801237 45498 44672 2514 807 42158 37352 4806 3787 322 509 165 344 126 36843 16169 20674 13912 3144 2908 902 236 11440 4729 8927 8132 7220 912 500
is_linear=0
shrinkage=0.1


Tree=2994
num_leaves=31
num_cat=0
split_feature=0 0 3 1 6 4 4 1 0 6 6 1 0 1 6 6 6 3 6 4 3 6 5 3 6 0 4 1 6 6
split_gain=7.0386e+11 9.02116e+12 3.25462e+13 4.92091e+13 5.38758e+13 4.62891e+13 3.67058e+13 5.10687e+13 9.24178e+13 9.82686e+13 6.14634e+13 4.45502e+13 2.07805e+14 1.80419e+14 6.31671e+13 1.32154e+14 7.69812e+13 5.348e+13 4.68784e+13 4.39959e+13 3.8511e+13 7.67576e+13 6.52987e+13 4.37759e+13 3.64072e+13 3.60588e+13 7.89734e+13 1.47902e+14 7.19625e+13 6.01087e+13
threshold=59.91832440000001 59.939085000000013 3.5000000000000004 30.370944000000005 37.705000000000005 8.5000000000000018 6.5000000000000009 30.323041000000003 59.933037250000005 106.49500000000002 77.010000000000005 30.315889700000003 59.933037250000005 30.345769800000003 79.015000000000015 57.005000000000003 84.810000000000016 1.5000000000000002 69.605000000000004 5.5000000000000009 2.5000000000000004 54.010000000000012 4.5000000000000009 1.5000000000000002 37.995000000000012 59.933037250000005 5.5000000000000009 30.303340300000002 99.050000000000011 92.02500000000002
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 4 -2 -5 11 24 9 10 -9 25 20 17 15 -15 -16 -14 -17 -18 21 23 -22 -13 -8 -6 28 -28 29 -27
right_child=1 -3 -4 5 6 -7 7 8 -10 -11 -12 12 13 14 16 18 19 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-11.130562632104253 -10396.062373640731 -65.493197910500513 -511.02257502461566 -16757.812733620605 21134.612704801159 6591.9872654973751 145364.0338623047 -25707.902125722587 -152524.56459375002 -187441.66880387932 53301.836820211043 148652.07157931858 96534.684486607148 116612.83255429026 276069.90736607142 -22094.60420983762 102537.07901526164 244189.56219512198 -182506.52866379311 -43786.512384259258 -15360.04067815145 13494.821281719924 87582.856691576089 42391.032493954612 9988.6692224089165 -21651.951104323933 -12737.055071824598 249320.25473484851 86561.551800847461 -160324.56515151518
leaf_weight=3801237 1110 237594 23253 1572 1071 1846 20 273 50 29 154 72 35 59 21 49 86 82 29 27 576 665 69 84 2962 592 62 33 59 33
leaf_count=3801237 1110 237594 23253 1572 1071 1846 20 273 50 29 154 72 35 59 21 49 86 82 29 27 576 665 69 84 2962 592 62 33 59 33
internal_value=0 155.228 1654.73 5951.66 10109.4 -4147.01 13274.1 5912.24 -23462.1 -9310.49 2787.41 20206.7 31161.9 96238.4 51432.7 3684.91 100249 200019 -81734.9 67574.8 13938.4 28304.3 -4347.54 91434.6 10896.6 9227.84 -7142.06 78293.4 -19008.1 -28973.9
internal_weight=0 272567 34973 11720 8302 3418 7192 3488 506 456 427 3704 1854 388 271 137 134 117 78 113 1466 821 645 156 2982 1850 779 95 684 625
internal_count=4073804 272567 34973 11720 8302 3418 7192 3488 506 456 427 3704 1854 388 271 137 134 117 78 113 1466 821 645 156 2982 1850 779 95 684 625
is_linear=0
shrinkage=0.1


Tree=2995
num_leaves=31
num_cat=0
split_feature=6 5 0 6 6 6 4 1 3 3 0 3 6 4 0 6 0 1 0 0 1 1 1 6 3 3 1 1 3 1
split_gain=6.78657e+11 4.39955e+12 1.64501e+13 1.86286e+13 1.64453e+13 1.99493e+13 3.90783e+13 2.43553e+13 1.93033e+13 5.85507e+13 7.03792e+13 3.6485e+13 3.61341e+13 3.27018e+13 2.95256e+13 3.74376e+13 3.96334e+13 4.59426e+13 2.5875e+13 1.92626e+13 1.92921e+13 1.90367e+13 5.86143e+13 4.73147e+13 1.65423e+14 7.72715e+13 3.88497e+13 3.66292e+13 3.46954e+13 4.90792e+13
threshold=87.395000000000024 2.5000000000000004 45.067157700000003 125.02000000000002 92.02500000000002 89.00500000000001 24.500000000000004 38.948208550000011 16.500000000000004 14.500000000000002 44.685196900000008 12.500000000000002 93.050000000000011 21.500000000000004 43.472751400000007 96.050000000000011 45.029425500000009 38.958307950000012 45.053967500000006 45.040161900000008 41.912736000000002 38.066230450000006 38.965413050000002 97.020000000000024 9.5000000000000018 5.5000000000000009 38.109452700000006 39.703507450000011 9.5000000000000018 38.91194105000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -11 12 -6 -12 -13 -16 17 -17 19 21 -21 -14 23 28 25 26 -25 -24 29 -23
right_child=1 -3 3 -5 8 6 -8 -9 -10 10 13 14 18 -15 15 16 -18 -19 -20 20 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=10.232428666656638 37026.968841704067 -32.753739246269269 -4636.8706025325073 6215.1617718109355 -43301.307769008286 14031.83670247396 133280.36551339287 -12119.774117946152 -39144.896654897835 -20229.21215494792 164517.56341831142 51718.589095052084 -20398.778517613537 30917.576273148148 17712.752886284721 -52990.907744565222 -28385.904935213417 -240845.26166666669 44468.843224574499 -123242.94553125001 989.53994531249998 -90909.9765625 -34653.106054334952 181205.45223958336 345600.41160714289 -94675.689843750006 46032.365400256851 4552.2669120189312 -111149.98688858697 80475.928705166909
leaf_weight=3832905 121 220480 12998 1801 183 1482 28 605 130 60 57 24 343 27 36 23 41 30 140 25 25 24 277 30 21 31 73 1706 23 55
leaf_count=3832905 121 220480 12998 1801 183 1482 28 605 130 60 57 24 343 27 36 23 41 30 140 25 25 24 277 30 21 31 73 1706 23 55
internal_value=0 -162.806 -1567.09 -3316.21 3038.82 9693.57 16243.1 -3928.65 -1358.35 151.251 62489.7 -2735.16 -262.952 121575 -50188.7 -69002.4 -102212 -159324 2577.3 349.873 -61126.7 1539.9 4899.26 49833 84639.9 43743.1 85403.2 -924.227 -3059.93 28409.3
internal_weight=0 240899 20419 14799 5620 2236 1510 726 3384 3254 144 3110 2956 84 154 130 94 53 2773 2633 50 2583 2240 257 155 134 103 1983 102 79
internal_count=4073804 240899 20419 14799 5620 2236 1510 726 3384 3254 144 3110 2956 84 154 130 94 53 2773 2633 50 2583 2240 257 155 134 103 1983 102 79
is_linear=0
shrinkage=0.1


Tree=2996
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 1 6 0 0 6 0 0 3 4 6 1 0 4 4 4 6 6 6 6 7 1 6 1 1
split_gain=6.41261e+11 5.49088e+12 1.2668e+13 1.11593e+13 1.95005e+13 1.66772e+13 1.80176e+13 2.01142e+13 2.75662e+13 1.68852e+13 1.28963e+13 1.23582e+13 1.00079e+13 1.01697e+13 9.67363e+12 2.29826e+13 3.07173e+13 2.28366e+13 2.93351e+13 1.91527e+13 4.44609e+13 3.27296e+13 2.8566e+13 4.90754e+13 2.97794e+13 2.93803e+13 3.71312e+13 2.55932e+13 2.0819e+13 5.13342e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 59.838047850000002 30.509101000000005 30.452677500000004 30.472130500000002 32.805000000000007 59.856552950000008 59.856552950000008 19.050000000000004 59.864072000000007 59.848366150000011 6.5000000000000009 19.500000000000004 36.405000000000008 30.410676000000006 59.990753350000013 12.500000000000002 7.5000000000000009 10.500000000000002 37.705000000000005 40.205000000000005 40.490000000000002 40.610000000000007 6.0000000000000009 30.315889700000003 41.005000000000003 30.277905650000005 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 10 9 -8 -9 -7 -5 -10 -6 -14 15 -3 19 -18 -19 -17 21 -21 -23 -24 -25 26 -26 -28 29 -22
right_child=-2 2 -4 4 12 6 7 8 11 -11 -12 -13 13 -15 -16 16 17 18 -20 20 28 22 23 24 25 -27 27 -29 -30 -31
leaf_value=36.185748405302526 -27.238151204998129 506.25994072354092 -270.49075628653048 -53159.832251953128 22973.596704799111 -41864.780147668091 20230.014708622417 24845.997150305546 -25403.262133528784 32813.198272621921 -2295.8226498608428 12259.322827248261 -30335.664602030036 -10463.138602091685 -106.13836913666924 -3473.3492455756896 -3442.988790504769 -1204.2824642783717 94678.727500000008 2139.2136623382571 1879.6333007779999 37781.141733613375 -99613.953570713144 79769.677139423089 -1793.8130288516777 -19261.684960154162 39944.975033967392 189125.80686141306 9436.1340265224644 -62184.814296528828
leaf_weight=1180749 2768799 18025 56246 50 70 33 402 198 469 367 16353 107 353 952 15738 1199 3650 76 55 576 1878 1187 39 65 68 187 23 23 5733 134
leaf_count=1180749 2768799 18025 56246 50 70 33 402 198 469 367 16353 107 353 952 15738 1199 3650 76 55 576 1878 1187 39 65 68 187 23 23 5733 134
internal_value=0 57.7906 751.587 -2.85479 -2384.64 -1506.82 8318.84 2082.99 -7342.22 26652.3 -2450.87 -18406.9 -13862.7 -15838.6 1933.1 2908.06 5814.95 -1970.67 39051.9 8464.11 9907.97 22566.1 29956.7 7024.19 18387.3 5131.94 45146 114535 6364.69 -2387.08
internal_weight=0 1.305e+06 104902 1.2001e+06 19354 17979 1576 1176 774 400 16403 576 1375 1305 48656 32918 14893 3781 131 11112 9913 2168 1592 405 366 301 114 46 7745 2012
internal_count=4073804 1305005 104902 1200103 19354 17979 1576 1176 774 400 16403 576 1375 1305 48656 32918 14893 3781 131 11112 9913 2168 1592 405 366 301 114 46 7745 2012
is_linear=0
shrinkage=0.1


Tree=2997
num_leaves=31
num_cat=0
split_feature=3 6 4 1 4 1 6 6 1 3 3 3 7 6 1 6 6 4 0 1 3 4 0 0 0 0 0 1 4 1
split_gain=6.48796e+11 3.7255e+12 3.63134e+12 7.49051e+12 1.38461e+13 1.26645e+13 2.70642e+13 1.96858e+13 1.83497e+13 3.71824e+13 1.66813e+13 1.16966e+13 1.12342e+13 1.3157e+13 1.22598e+13 1.22396e+13 1.15469e+13 1.33317e+13 1.55924e+13 1.32493e+13 1.00536e+13 1.06281e+13 1.20864e+13 9.38118e+12 9.20744e+12 8.88369e+12 8.37373e+12 1.88921e+13 8.82881e+12 8.12836e+12
threshold=22.500000000000004 19.050000000000004 28.500000000000004 37.401708450000008 35.500000000000007 37.442254400000003 75.605000000000004 68.00500000000001 37.46219940000001 11.500000000000002 10.500000000000002 15.500000000000002 6.0000000000000009 30.705000000000002 36.865631950000008 79.710000000000022 56.805000000000007 31.500000000000004 55.79439725000001 37.374856000000008 4.5000000000000009 32.500000000000007 55.840017500000009 59.882709350000006 55.743464250000009 55.743464250000009 59.825842200000004 37.131181300000009 30.500000000000004 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 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 12 6 7 11 9 -7 -8 -5 13 -4 15 -15 17 18 24 26 -19 -22 25 -20 -14 -23 27 -18 -29 -10
right_child=1 -3 3 5 -6 8 10 -9 29 -11 -12 -13 16 14 -16 -17 19 20 23 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.0060632875526854 -39841.235602072011 416.48217868099738 32553.30717041016 30584.940092210036 49057.004451308138 5781.6210304054057 -113739.71790364583 116945.15582386365 4380.6043888099548 -156130.55543478261 6812.8036931818178 -9953.9849270567611 -17942.739719154095 1974.349017830129 -44406.600639503122 -61735.087563344598 91859.037167245377 15488.888151999081 -33662.433796647456 64930.718120659731 -18697.695780699662 -34769.844948508522 -9230.1920776367188 12144.615392602849 46055.088597534181 -115863.85241071429 -13482.817805273209 -59417.217521972656 8911.6924904595198 -1683.7247296891417
leaf_weight=4010336 23 41328 40 260 43 37 24 22 2539 23 22 98 29 163 210 37 27 68 103 36 417 22 34 79 100 35 213 20 347 17069
leaf_count=4010336 23 41328 40 260 43 37 24 22 2539 23 22 98 29 163 210 37 27 68 103 36 417 22 34 79 100 35 213 20 347 17069
internal_value=0 394.09 -4.04122 -1281.88 -7081.88 -697.955 16360.4 25130 -1067.43 -56284.7 -56084.2 19487.7 -8301.06 -22190.3 -27531.1 -9811.9 -4215.98 -11612.5 5071.91 5987.36 -20621 -25454.6 -56417.6 -13779.2 31668 -84564.4 2491.54 11127.4 5188.05 -898.467
internal_weight=0 41351 4.03245e+06 22117 2023 20094 426 380 19668 60 46 358 1980 450 410 200 1530 887 311 643 576 508 91 182 129 57 607 394 367 19608
internal_count=4073804 41351 4032453 22117 2023 20094 426 380 19668 60 46 358 1980 450 410 200 1530 887 311 643 576 508 91 182 129 57 607 394 367 19608
is_linear=0
shrinkage=0.1


Tree=2998
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 1 4 6 1 5 6 6 3 3 5 6 6 0 3 1 6 4 6 3 6 3 3 1 4 1
split_gain=6.26927e+11 9.82763e+12 4.19549e+13 3.5071e+13 3.46988e+13 8.28935e+13 7.24685e+13 1.01632e+14 5.06316e+13 4.19925e+13 4.05587e+13 7.32326e+13 3.84001e+13 3.70105e+13 3.62276e+13 5.43842e+13 5.0255e+13 2.62256e+13 2.54751e+13 2.47684e+13 5.41681e+13 6.45033e+13 2.32242e+13 2.12041e+13 2.04267e+13 2.06428e+13 2.01152e+13 2.20162e+13 2.42944e+13 2.26411e+13
threshold=82.860505900000007 54.980317700000008 54.998919050000005 8.5000000000000018 82.981285100000022 82.956351500000011 24.500000000000004 50.995000000000012 82.948524700000021 4.5000000000000009 101.02000000000002 95.045000000000016 4.5000000000000009 1.5000000000000002 3.5000000000000004 93.050000000000011 128.05000000000004 54.988402950000008 4.5000000000000009 82.895858600000011 118.04500000000002 17.500000000000004 36.905000000000008 9.5000000000000018 68.515000000000015 3.5000000000000004 2.5000000000000004 82.95992385000001 18.500000000000004 82.965501500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 14 11 26 -11 22 17 23 18 19 -17 -5 21 24 -7 -16 -21 -26 -9 28 -28 -29
right_child=1 2 -4 4 -6 6 -8 10 -10 12 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-20.911961746185071 -331.63645091948422 -438.28280662320788 121.03643998128669 10008.207252875058 -3634.5721178918502 24764.594078563085 -947.16421128677689 21146.887819095442 -58909.365379333496 192851.03154761906 -16885.388772321428 150423.69220229643 35033.119005926725 17664.279850956431 -35116.816765164782 -7558.2335253906249 -39346.625836645653 3209.2449872317429 66605.755210626783 48514.572348561007 -71178.818108974359 -37306.256204659599 -28968.898905285496 -106680.19167325948 164853.77399839743 77299.388221758272 92568.05241011818 -2208.8862612612611 42120.839854540747 46088.530157146975
leaf_weight=3172333 359688 12036 509480 1077 2957 107 1348 335 128 21 105 66 58 1482 87 80 171 10101 110 136 39 63 324 79 39 87 202 111 181 773
leaf_count=3172333 359688 12036 509480 1077 2957 107 1348 335 128 21 105 66 58 1482 87 80 171 10101 110 136 39 63 324 79 39 87 202 111 181 773
internal_value=0 73.5905 342.619 3837.41 6376.62 8086.79 18893.3 26149.1 3655.4 4314.63 43397.1 47191.9 76984.7 10163.3 3838.95 -21801.1 -17.4477 5009.66 35378.8 17630 40181.5 53544.7 -15629 -69174.1 75390.6 104400 42938.9 48700.8 68727.5 40024
internal_weight=0 901471 541783 32303 20267 17310 5034 3686 12276 12148 1773 1668 79 1913 12069 527 361 11542 190 1441 364 325 431 166 262 126 1602 1267 383 884
internal_count=4073804 901471 541783 32303 20267 17310 5034 3686 12276 12148 1773 1668 79 1913 12069 527 361 11542 190 1441 364 325 431 166 262 126 1602 1267 383 884
is_linear=0
shrinkage=0.1


Tree=2999
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 6 1 7 4 1 1 6 4 1 6 1 0 4 6 4 6 4 6 0 7 4 1 7 1 0
split_gain=6.41016e+11 5.85139e+12 1.44565e+13 1.74086e+13 2.26973e+13 1.70568e+13 1.74414e+13 4.81695e+13 3.33824e+13 2.89529e+13 6.50512e+13 1.93377e+13 1.66948e+13 1.59869e+13 1.42487e+13 1.37404e+13 4.41839e+13 2.50063e+13 2.30674e+13 1.34104e+13 1.36662e+13 1.27676e+13 3.40373e+13 5.03815e+13 5.94729e+13 3.04962e+13 2.64715e+13 2.56288e+13 3.52275e+13 3.67581e+13
threshold=54.94110555000001 54.86311005000001 37.401708450000008 53.252814850000007 5325.0000000000009 36.005000000000003 38.066230450000006 6.0000000000000009 14.500000000000002 38.166910000000009 43.047633000000012 106.49500000000002 6.5000000000000009 38.247071200000008 51.805000000000007 83.117716000000016 54.916864950000011 9.5000000000000018 48.410000000000004 7.5000000000000009 54.410000000000004 14.500000000000002 62.995000000000012 54.916864950000011 6.0000000000000009 11.500000000000002 83.086354900000018 6.0000000000000009 83.086354900000018 54.916864950000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -8 13 -12 -13 14 -11 21 17 -17 -18 20 -20 25 -23 24 -24 -6 -25 28 29 -27
right_child=-2 2 3 4 15 6 9 8 -10 10 11 12 -14 -15 -16 16 18 -19 19 -21 -22 22 23 26 -26 27 -28 -29 -30 -31
leaf_value=17.073523482294117 -27.173816362251745 -5892.672989945384 -2177.8392456313632 -15565.089027315866 512.09825383332816 3520.3777406187255 21903.073796966139 -120502.71886574075 -5243.9805414727398 -45276.266031901047 8191.6052978478983 126821.29383593751 24900.419244791668 -32578.859720284599 -156692.66335227274 -3755.0087801558884 5309.7221825638817 -55713.258312555408 53040.540151314111 34659.402779203585 -8893.7741924817055 842.76567695749475 149903.85878348214 -18867.694717932824 5318.3792371247946 119753.39919577207 -69974.130633877852 44270.712035204524 -31139.348374133162 13534.516039632163
leaf_weight=1254637 2772653 2736 2416 858 23171 2601 1618 54 47 24 3331 25 45 182 22 270 1145 141 46 615 158 4168 35 1289 152 34 110 263 178 780
leaf_count=1254637 2772653 2736 2416 858 23171 2601 1618 54 47 24 3331 25 45 182 22 270 1145 141 46 615 158 4168 35 1289 152 34 110 263 178 780
internal_value=0 57.9053 1159.27 1600 489.342 5180.36 7416.8 889.3 -66867.5 10778.2 5818.15 9284.71 61300.7 -45891.3 -98562.4 912.462 8235.95 -21580.1 14475.5 27289.6 5071.81 336.144 -3901.62 -16369.9 32379.8 1334.43 -22886.1 16517.1 9159.01 17971.2
internal_weight=0 1.30115e+06 46514 43778 33413 10365 7949 2702 101 5247 3629 3401 70 228 46 32555 2375 411 1964 819 204 30180 5754 1586 187 24426 1399 1255 992 814
internal_count=4073804 1301151 46514 43778 33413 10365 7949 2702 101 5247 3629 3401 70 228 46 32555 2375 411 1964 819 204 30180 5754 1586 187 24426 1399 1255 992 814
is_linear=0
shrinkage=0.1


Tree=3000
num_leaves=31
num_cat=0
split_feature=6 0 4 1 5 1 6 0 4 4 3 6 4 4 4 6 6 4 7 3 6 7 1 6 1 4 3 1 4 0
split_gain=6.5718e+11 3.7551e+12 1.21614e+13 9.43213e+12 2.11183e+13 4.35016e+13 2.5612e+13 2.01141e+13 1.47425e+13 1.47401e+13 2.71745e+13 1.6697e+13 1.40535e+13 1.39162e+13 1.29949e+13 1.28132e+13 1.8651e+13 3.55583e+13 2.60379e+13 2.25156e+13 2.24862e+13 1.8263e+13 1.53134e+13 1.12766e+13 2.14409e+13 1.12421e+13 2.0484e+13 1.10922e+13 2.15416e+13 1.09623e+13
threshold=34.010000000000012 44.046956350000009 22.500000000000004 39.939672500000007 2.5000000000000004 39.749243900000003 24.030000000000005 43.6005307 5.5000000000000009 10.500000000000002 3.5000000000000004 25.305000000000003 5.5000000000000009 2.5000000000000004 11.500000000000002 33.805000000000007 30.425000000000001 12.500000000000002 6.0000000000000009 5.5000000000000009 31.705000000000002 6.0000000000000009 39.718675700000013 32.805000000000007 39.712886600000012 10.500000000000002 6.5000000000000009 39.718675700000013 14.500000000000002 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 13 10 -8 -11 -6 -1 23 16 -16 18 19 22 -20 -19 -18 24 -13 26 -10 -17 -29 -5
right_child=-2 -3 -4 29 5 -7 9 -9 25 11 -12 14 -14 -15 15 27 17 21 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=53664.09632254397 -15.886055045510506 57.349025612795373 65250.54126302083 -4019.097377212046 49794.322749999999 160963.6407451923 3205.744738394942 -21838.536418378517 21856.906458147321 49903.692595563618 17795.0779074456 -118131.87778477823 -61172.130110277445 -11302.257685495388 -13076.747293109023 21486.433333333334 37882.760394021745 11805.362947975853 190978.4244047619 65230.347500000003 56059.628723958333 -33799.960573370881 -71380.587917564655 29978.985326086957 -21701.890063476563 -10044.440375181686 124235.71393821023 -122150.98375538793 -16286.138748115407 5061.2705010821683
leaf_weight=35 3522711 535734 30 4588 25 26 3992 653 175 56 1877 31 21 569 503 27 23 275 21 65 30 129 29 23 90 86 22 29 57 1872
leaf_count=35 3522711 535734 30 4588 25 26 3992 653 175 56 1877 31 21 569 503 27 23 275 21 65 30 129 29 23 90 86 22 29 57 1872
internal_value=0 101.547 1643.22 1518.73 3635.76 57573.6 3194.3 -8518.82 1287.01 5679.93 7871.65 -3587.49 -864.275 -7537.65 -5836.37 -2397.56 969.536 13321.4 51985.6 25993.5 111614 -2756.73 -23052.6 -34206.5 -46407.1 20121.3 33290.1 -34429.7 -51984.7 -1387.76
internal_weight=0 551093 15359 15329 8869 72 8797 1540 887 7257 5869 1388 46 604 1332 1188 1075 572 168 117 51 404 52 144 121 283 197 113 86 6460
internal_count=4073804 551093 15359 15329 8869 72 8797 1540 887 7257 5869 1388 46 604 1332 1188 1075 572 168 117 51 404 52 144 121 283 197 113 86 6460
is_linear=0
shrinkage=0.1


Tree=3001
num_leaves=31
num_cat=0
split_feature=2 2 6 6 0 7 0 1 6 6 6 3 6 4 6 6 6 6 3 0 0 4 4 7 6 6 6 1 0 0
split_gain=6.42505e+11 1.16656e+13 1.85768e+13 1.51082e+13 1.34465e+13 6.21406e+13 3.61121e+13 3.8191e+13 2.44709e+13 1.95233e+13 1.74516e+13 1.80447e+13 1.6134e+13 1.92796e+13 1.50115e+13 1.48301e+13 1.58644e+13 1.23358e+13 1.16444e+13 1.15371e+13 1.63342e+13 1.09051e+13 1.13097e+13 1.07026e+13 1.08556e+13 1.72227e+13 9.64324e+12 9.62109e+12 9.54604e+12 1.46436e+13
threshold=2599.0000000000005 2421.5000000000005 168.45000000000002 149.05000000000004 51.567244500000008 6.0000000000000009 56.148747500000006 49.111590500000005 74.615000000000009 78.605000000000004 89.00500000000001 16.500000000000004 73.00500000000001 15.500000000000002 87.395000000000024 78.010000000000005 79.015000000000015 99.050000000000011 12.500000000000002 58.603553700000006 60.05226170000001 23.500000000000004 35.500000000000007 6.0000000000000009 104.01000000000001 90.045000000000016 32.515000000000008 45.71452080000001 56.904718250000009 58.010305850000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 12 21 -6 -10 17 26 -14 -7 -9 -17 -12 -16 -18 -21 27 -23 24 25 -22 -8 -3 -1 -30
right_child=-2 2 -4 -5 6 14 7 15 10 -11 11 -13 13 -15 18 16 19 -19 -20 20 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=58.869858772266426 -19.758175652895517 -34235.345047075323 81504.318009440103 -76543.98876953125 -8289.7876142889181 -51.652081618589513 -12662.2753550384 483.33076025377562 78440.680009191186 -44215.762645855531 11308.673878528227 -56822.411434659094 138989.21497844829 27228.580311908143 -44945.275416666671 94606.509969075531 38119.869703094053 76366.358835227278 9999.4863679108803 -67984.565059988847 8941.9526582362287 63435.548198305332 -19959.918886718751 -28901.840823364259 -7218.9177517361113 51848.225126169025 31251.841315255515 16123.495989823736 -7667.6910403391848 2585.6007199919568
leaf_weight=787818 3265512 39 30 24 1817 2584 59 6539 119 165 62 22 29 33 135 24 142 55 54 28 295 87 20 64 171 137 328 1393 3830 2189
leaf_count=787818 3265512 39 30 24 1817 2584 59 6539 119 165 62 22 29 33 135 24 142 55 54 28 295 87 20 64 171 137 328 1393 3830 2189
internal_value=0 79.8233 2895.14 2731.65 2863.77 7345.53 780.394 3825.99 21830.9 -11280.6 50331.9 26267.6 32144.2 79503.7 -2041.51 2107.76 14444.8 41891.3 -29246.8 12146.2 6839.37 17053 47847.6 9980.4 14107.2 22548.8 24556.9 14752 28.5592 -3938.76
internal_weight=0 808292 14455 14425 14401 4570 9831 7849 1797 1982 258 139 449 62 2773 7400 861 117 189 837 695 1539 107 667 603 432 387 1432 793837 6019
internal_count=4073804 808292 14455 14425 14401 4570 9831 7849 1797 1982 258 139 449 62 2773 7400 861 117 189 837 695 1539 107 667 603 432 387 1432 793837 6019
is_linear=0
shrinkage=0.1


Tree=3002
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 2 5 6 0 1 6 4 6 7 6 4 1 4 1 3 1 3 0 3 4 4 5 6 3 2
split_gain=6.40022e+11 4.19351e+12 1.9426e+13 1.55334e+13 2.40834e+13 2.10751e+13 1.48053e+13 1.85413e+13 1.69743e+13 2.29325e+13 3.06498e+13 2.33749e+13 1.79493e+13 1.66172e+13 1.43766e+13 1.40091e+13 1.39653e+13 3.77681e+13 4.42499e+13 2.23255e+13 2.18254e+13 1.97959e+13 1.73391e+13 1.96491e+13 2.44108e+13 2.13838e+13 1.90019e+13 1.82027e+13 1.46598e+13 1.37727e+13
threshold=3338.0000000000005 57.634352600000007 57.205086850000008 59.999510900000011 59.317422600000008 5444.0000000000009 3.5000000000000004 91.02500000000002 58.08467765000001 54.62357655000001 142.05000000000004 8.5000000000000018 49.010000000000012 6.0000000000000009 100.05000000000001 16.500000000000004 56.128886000000001 4.5000000000000009 30.509101000000005 2.5000000000000004 30.389265100000003 1.5000000000000002 57.978821400000008 6.5000000000000009 11.500000000000002 21.500000000000004 2.5000000000000004 116.05000000000001 2.5000000000000004 5444.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 11 -11 12 -10 15 -14 -13 17 18 20 29 -9 -18 -23 26 -25 -26 27 -24 -28 -20
right_child=1 6 3 -5 -6 -7 8 16 9 10 -12 13 14 -15 -16 -17 21 -19 19 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=-32.995806395813226 21.891376208625829 483.33811112888952 -60176.103791360292 -2897.9873583656454 -35723.028585941276 -2530.6064235743952 12392.71326770931 50084.081063432837 93901.201674804688 -6648.6232603221115 -105645.28720703126 21625.662314135407 3956.9943208587629 -7641.7203282202745 -16260.953680023258 92270.236395474145 -45530.496250000004 -21225.962394480153 50574.053075443102 -46364.031545293903 166919.64095982144 -23942.193039957681 -98258.324058948871 -42390.909113249232 35971.361113675026 -19868.789014862807 182.84327870244567 14496.580412776297 46426.052488419205 -20953.708281250001
leaf_weight=2406287 1500982 149621 68 6319 388 942 2183 67 20 1379 32 876 1339 205 477 29 85 1290 67 84 21 174 22 122 155 123 92 41 269 45
leaf_count=2406287 1500982 149621 68 6319 388 942 2183 67 20 1379 32 876 1339 205 477 29 85 1290 67 84 21 174 22 122 155 123 92 41 269 45
internal_value=0 47.6141 -3.83785 -5008.26 -14546.7 -6411.69 536.385 336.293 5195.34 1589.22 -8893.76 6610.09 -315.923 18066.1 -1353.56 23889.4 -7944.11 -13957.8 19056 -7393.03 77965.3 796.013 4741.66 10798.7 -5099.98 11265.1 25797.4 -24878.1 34641.1 21835.2
internal_weight=0 1.66752e+06 1.5087e+06 7717 1398 1010 158818 152278 6540 4357 1411 2946 1836 1110 1816 905 2657 1574 284 196 88 1083 998 824 400 278 424 63 361 112
internal_count=4073804 1667517 1508699 7717 1398 1010 158818 152278 6540 4357 1411 2946 1836 1110 1816 905 2657 1574 284 196 88 1083 998 824 400 278 424 63 361 112
is_linear=0
shrinkage=0.1


Tree=3003
num_leaves=31
num_cat=0
split_feature=4 2 1 0 4 0 7 0 6 6 6 4 7 3 6 6 0 6 6 6 6 6 5 1 0 0 3 1 7 6
split_gain=6.26885e+11 8.77596e+12 3.19305e+13 3.40033e+13 5.13902e+13 2.99537e+13 9.52295e+13 3.71648e+13 4.51784e+13 5.01374e+13 3.33326e+13 3.41427e+13 5.14349e+13 1.05054e+14 6.81924e+13 7.63049e+13 5.69632e+13 4.84676e+13 3.77288e+13 3.73021e+13 4.85824e+13 3.2167e+13 2.89084e+13 3.30456e+13 4.96754e+13 6.74954e+13 4.44395e+13 7.48626e+13 6.79291e+13 4.00558e+13
threshold=22.500000000000004 75.000000000000014 37.425454150000007 55.858844800000007 25.500000000000004 55.595177750000005 6.0000000000000009 55.649510000000014 82.00500000000001 87.395000000000024 104.01000000000001 24.500000000000004 6.0000000000000009 10.500000000000002 73.00500000000001 38.995000000000012 55.660117850000006 52.990000000000002 78.010000000000005 79.710000000000022 57.005000000000003 78.010000000000005 2.5000000000000004 37.729575300000008 55.667390500000003 55.676890650000011 2.5000000000000004 37.740454950000007 6.0000000000000009 79.015000000000015
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 6 -2 8 21 -10 11 -9 13 14 15 -13 -16 -17 -15 20 -14 -7 23 -4 -25 -26 27 28 -27 -28
right_child=1 -3 22 -5 -6 7 -8 10 9 -11 -12 12 19 18 16 17 -18 -19 -20 -21 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-11.901946126222722 -53700.13319716476 367.52985908970197 -4105.264025549126 -13709.978938609849 -11412.376406836036 35761.250212240331 65001.23675820708 -10395.789936406989 -114169.48470982144 26883.011960565476 100983.46621826173 81494.736074218759 13825.94952111358 97166.96128616028 -18110.776318359374 -117754.63856336806 195532.8510817308 11306.642351017443 6976.583984375 91408.388718750008 -26959.235567291966 128583.57281650641 3106.862221223832 16547.541485014124 -24735.491179665711 -243868.8968449519 5418.2936684946435 -4825.5812396179408 -55635.247244220896 -101874.88790178573
leaf_weight=3730401 213 280996 36701 762 1004 874 99 684 42 63 40 40 1172 249 24 90 26 43 57 50 389 39 10317 1994 1049 26 5951 301 73 35
leaf_count=3730401 213 280996 36701 762 1004 874 99 684 42 63 40 40 1172 249 24 90 26 43 57 50 389 39 10317 1994 1049 26 5951 301 73 35
internal_value=0 129.291 -943.41 6017.78 8909.77 13774.7 -16035.3 16170.5 32582.1 -29538 10337.1 9053.14 15269.5 42324.2 -9877.79 -39606.6 92983.9 -76028.1 80366.8 6385.65 3662.31 39726.3 -1678.41 -2748.64 2531.81 -1227.08 2634.54 -29636.2 -105070 4790.95
internal_weight=0 343403 62407 5960 5198 4194 312 3882 1018 105 2864 2824 2140 529 223 173 50 133 306 1611 1561 913 56447 46130 9429 7435 6386 400 99 5986
internal_count=4073804 343403 62407 5960 5198 4194 312 3882 1018 105 2864 2824 2140 529 223 173 50 133 306 1611 1561 913 56447 46130 9429 7435 6386 400 99 5986
is_linear=0
shrinkage=0.1


Tree=3004
num_leaves=31
num_cat=0
split_feature=2 1 1 0 4 2 0 4 4 0 1 6 4 4 3 4 4 3 6 6 0 4 0 0 6 2 1 4 0 7
split_gain=6.55858e+11 9.75548e+12 1.52306e+13 1.25136e+14 1.95973e+14 1.0007e+14 1.05063e+14 7.47557e+13 6.86083e+13 1.10114e+14 5.16149e+13 6.53578e+13 5.03729e+13 4.56648e+13 5.39975e+13 4.48303e+13 4.24253e+13 4.14068e+13 3.96245e+13 3.57809e+13 3.37792e+13 3.30611e+13 5.93681e+13 1.39343e+14 7.46716e+13 5.9617e+13 5.56463e+13 5.57929e+13 7.01487e+13 8.29989e+13
threshold=2599.0000000000005 37.343102500000008 37.318079750000003 55.82518790000001 9.5000000000000018 75.000000000000014 55.622114900000007 10.500000000000002 6.5000000000000009 55.801384500000005 37.331232350000008 64.015000000000015 5.5000000000000009 7.5000000000000009 3.5000000000000004 3.5000000000000004 24.500000000000004 21.500000000000004 74.615000000000009 70.00500000000001 55.834019500000004 16.500000000000004 55.702806750000008 55.685785750000008 55.405000000000008 2200.0000000000005 37.234509300000006 7.5000000000000009 55.554045200000012 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 19 6 15 13 9 12 11 -6 -7 -8 -15 -4 17 -9 -11 -5 -21 26 23 25 -25 -23 -1 -28 29 -29
right_child=-2 -3 3 4 10 8 7 16 -10 18 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-177.79744543516989 -19.962429093014389 208.50348695473127 6663.3910974279634 -21202.391369271631 40298.798530223779 97689.297051006346 -83903.855156250007 -870.9035210686385 -25845.78744114688 -22100.118473046878 5090.9952027529762 100525.25329777645 13887.503518300517 138872.1794824219 34453.147638221155 -56044.233890055533 81050.797036059943 52910.14793206293 -159260.64504076086 -2025.5710384728773 128087.56035156251 8229.0167369090614 -1475.0167745180352 8957.2966174591766 75762.162640313196 -15711.882533807096 4387.6547576893454 -4022.5439770202097 -14562.85525186106 67567.088958740234
leaf_weight=48524 3265512 711874 154 820 530 141 20 4375 3558 250 210 273 146 80 130 439 67 148 23 53 32 8457 14431 266 451 1186 2815 559 8052 228
leaf_count=48524 3265512 711874 154 820 530 141 20 4375 3558 250 210 273 146 80 130 439 67 148 23 53 32 8457 14431 266 451 1186 2815 559 8052 228
internal_value=0 80.6485 -863.331 -4287.27 19017.9 -8977.16 -39.8573 4846.79 -20725 11810.3 49230.9 60774.3 55058.4 60480.9 74231.8 -39759.3 2059.02 888.901 -33655.8 -14800.6 46958.2 -401.978 2671.29 8446.9 50978.2 5284.51 -1668.04 -7873.02 -11777.7 16717.5
internal_weight=0 808292 96418 11449 1918 9531 5413 4820 4118 560 1013 803 287 230 210 593 4590 4523 273 905 85 84969 24791 10360 717 9643 60178 11654 8839 787
internal_count=4073804 808292 96418 11449 1918 9531 5413 4820 4118 560 1013 803 287 230 210 593 4590 4523 273 905 85 84969 24791 10360 717 9643 60178 11654 8839 787
is_linear=0
shrinkage=0.1


Tree=3005
num_leaves=31
num_cat=0
split_feature=4 6 5 7 2 2 4 2 0 6 6 3 4 4 1 3 1 4 4 0 1 1 3 1 0 1 4 6 1 6
split_gain=6.88508e+11 7.01149e+12 2.27172e+13 1.97959e+13 2.65203e+13 4.43733e+13 3.77867e+13 6.09251e+13 1.08098e+14 4.30433e+13 1.18291e+14 3.87932e+13 3.34572e+13 2.99647e+13 2.70487e+13 3.49642e+13 2.61205e+13 2.44466e+13 3.44733e+13 6.46737e+13 6.47386e+13 4.64977e+13 4.58183e+13 3.70283e+13 8.51453e+13 1.24432e+14 8.41611e+13 4.60655e+13 4.31082e+13 3.25877e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 6.0000000000000009 2875.5000000000005 2911.0000000000005 27.500000000000004 75.000000000000014 55.749683450000006 84.00500000000001 96.050000000000011 17.500000000000004 15.500000000000002 26.500000000000004 28.601854300000003 10.500000000000002 30.205407000000005 13.500000000000002 15.500000000000002 59.982409200000006 39.044653900000007 38.999037500000007 3.5000000000000004 37.631035900000008 59.848366150000011 33.882313700000005 14.500000000000002 79.015000000000015 30.389265100000003 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 8 -8 -10 -11 -9 -6 16 15 -7 -3 -5 19 20 21 23 -21 24 25 -19 28 29 -26 -28
right_child=1 2 -4 17 5 14 7 11 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=31.812968910125079 44.785761633566572 -29539.154036407941 -97.104116787876194 -8263.0524762034911 -2703.6313227439414 10570.228520137904 -239187.25495535714 80252.014557014627 50617.356376689189 -275338.20921875001 53953.79345703125 -47559.571972656253 -54495.778737131019 77761.963118489584 -6952.1250897388254 119342.04361979169 -850.61105281230994 326008.02926136367 210.45408525385693 77260.11572265625 2901.0433077162593 158952.15523897059 -51706.089204545453 -15802.490938626805 88068.696321128737 73993.363328714215 -106265.35081521739 -171982.73013392859 11073.627320717867 48794.783759469698
leaf_weight=2547999 1262436 323 217705 2627 196 165 35 47 37 20 24 48 343 48 11472 36 18206 22 10332 32 759 34 198 104 134 179 23 28 159 33
leaf_count=2547999 1262436 323 217705 2627 196 165 35 47 37 20 24 48 343 48 11472 36 18206 22 10332 32 759 34 198 104 134 179 23 28 159 33
internal_value=0 -53.1257 -522.456 -2550.34 -3982.35 -7610.25 -1624.25 -43704.3 -92332.6 -28876.9 -95724.4 15673.5 -35662.3 -1146.3 -6314.95 30051.7 -1350.71 476.964 2384.42 15558.3 23249 44819 -33763 39129.1 49013 101577 20988.1 -67254.7 46286.4 -14890.6
internal_weight=0 1.5258e+06 263369 45664 31000 12212 18788 211 116 81 44 95 539 18577 11673 201 18529 14664 12037 1705 1475 716 230 682 578 201 377 84 293 56
internal_count=4073804 1525805 263369 45664 31000 12212 18788 211 116 81 44 95 539 18577 11673 201 18529 14664 12037 1705 1475 716 230 682 578 201 377 84 293 56
is_linear=0
shrinkage=0.1


Tree=3006
num_leaves=31
num_cat=0
split_feature=4 5 6 4 1 6 6 0 0 0 6 1 3 6 1 2 6 4 7 7 4 3 0 6 6 3 0 4 3 6
split_gain=7.18876e+11 1.1345e+13 1.23166e+13 1.27574e+13 1.60271e+13 3.67458e+13 1.20414e+13 1.74737e+13 1.06169e+13 1.00481e+13 1.58867e+13 1.36243e+13 1.87068e+13 1.98679e+13 2.50484e+13 1.76646e+13 1.41943e+13 1.44633e+13 2.04329e+13 1.01452e+13 1.04136e+13 1.21509e+13 1.33425e+13 1.0689e+13 9.72177e+12 9.42496e+12 1.70177e+13 1.52928e+13 8.21445e+12 7.72702e+12
threshold=33.500000000000007 2.5000000000000004 130.05000000000004 37.500000000000007 55.90712030000001 116.05000000000001 103.03500000000001 55.840017500000009 55.801384500000005 55.768246800000007 35.57500000000001 37.475446350000006 18.500000000000004 66.010000000000005 49.692247900000005 2691.5000000000005 39.505000000000003 36.500000000000007 6.0000000000000009 6.0000000000000009 35.500000000000007 22.500000000000004 55.676890650000011 63.415000000000006 122.65000000000002 26.500000000000004 55.768246800000007 36.500000000000007 28.500000000000004 71.030000000000015
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 9 3 4 5 6 7 25 -5 10 -2 19 15 16 -15 -13 -14 -18 -19 -12 21 22 -21 -22 29 27 -27 -3 -20 -11
right_child=1 2 -4 8 -6 -7 -8 -9 -10 24 11 12 13 14 -16 -17 17 18 28 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4936581033740233 -36248.677469794697 29667.757261192375 -11677.876482117852 -37935.795516880578 6419.2201021964092 161978.86534090911 -38232.242437500005 107787.1600670124 8986.1508833165335 -3303.475620923155 37199.241604712704 44371.936803217541 -54150.068743265088 -133577.46974779211 12461.579327392579 -22394.651811948032 35790.750069967129 -104085.34026367188 62995.534672619055 -6353.6963936941975 -12820.295066801031 9112.8737909226184 -96358.057851562509 15432.415740081189 43279.913795731707 56899.346960136216 -25119.338183593751 121138.34107142857 -24442.941548295457 -17940.881589299344
leaf_weight=4068660 86 141 212 70 342 22 25 29 155 2110 62 286 29 23 24 46 164 20 21 28 282 42 40 255 41 39 72 21 22 435
leaf_count=4068660 86 141 212 70 342 22 25 29 155 2110 62 286 29 23 24 46 164 20 21 28 282 42 40 255 41 39 72 21 22 435
internal_value=0 1181.41 10042.6 15069.7 21803.9 36879.9 28463.5 33984.7 -5611.79 -1307.5 5419.04 8085.28 18724.1 757.696 -59004.3 35121.1 11729.6 20146 -20580.1 -1443.14 -5146.12 -33177.1 -59297.4 595.797 -5027.12 26144.8 3698.04 41525.1 18259.6 -5805.35
internal_weight=0 5144 1128 916 691 349 327 302 225 4016 1430 1344 635 303 47 332 256 227 63 709 647 110 68 537 2586 273 111 162 43 2545
internal_count=4073804 5144 1128 916 691 349 327 302 225 4016 1430 1344 635 303 47 332 256 227 63 709 647 110 68 537 2586 273 111 162 43 2545
is_linear=0
shrinkage=0.1


Tree=3007
num_leaves=31
num_cat=0
split_feature=6 6 2 0 3 1 1 4 0 0 6 0 0 1 0 0 3 3 4 3 1 4 4 4 4 0 1 4 1 1
split_gain=6.2164e+11 6.20958e+12 2.36941e+13 2.08698e+13 4.02497e+13 1.79448e+13 1.37108e+13 1.69685e+13 2.12295e+13 5.33312e+13 2.68361e+13 2.53434e+13 1.85465e+13 3.12976e+13 2.93001e+13 3.81469e+13 7.43772e+13 1.87912e+14 8.08414e+13 3.63857e+13 2.46141e+13 2.65286e+13 2.50683e+13 2.50286e+13 2.35141e+13 3.75683e+13 2.17486e+13 2.02195e+13 4.49984e+13 3.15533e+13
threshold=102.04000000000001 104.01000000000001 75.000000000000014 42.965693300000005 4.5000000000000009 37.234509300000006 83.754481100000007 22.500000000000004 45.036141150000006 45.059854000000009 103.03500000000001 55.039488700000007 55.034466500000008 82.961694200000011 45.067157700000003 45.022979600000006 13.500000000000002 11.500000000000002 16.500000000000004 7.5000000000000009 45.126607350000008 19.500000000000004 9.5000000000000018 11.500000000000002 5.5000000000000009 55.910578700000009 30.260128500000004 11.500000000000002 82.918694400000007 36.555998300000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 10 -10 -9 -11 13 14 15 20 17 19 -18 -17 21 23 -22 -5 25 -14 -27 28 -16 -29
right_child=1 -3 3 6 -6 -7 -8 8 9 11 -12 -13 24 -15 27 16 18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=6.4247644122058691 -15047.776932779947 1.0569895277712635 110987.56581182066 -13553.132675857545 -9427.8865931919645 29366.817670067321 -22631.256947881877 134309.23699776788 -134704.13478618421 16338.836430664065 -19031.924875000001 -22611.437624123835 29576.208179995891 26405.609981918336 -10759.451671299406 37746.004969965026 91672.006169181041 306592.71956250002 -102896.15896990741 -40882.652818276852 107363.75512852822 71593.205803571429 -25783.592972506012 -65167.071888216633 6096.4562520994314 46070.903104440797 -32448.83773510941 39961.651497395833 113402.23345703125 -31533.407935849875
leaf_weight=3966508 120 97689 46 320 70 376 393 21 38 215 25 749 152 256 1080 344 29 25 81 71 31 28 26 133 3398 38 492 66 30 954
leaf_count=3966508 120 97689 46 320 70 376 393 21 38 215 25 749 152 256 1080 344 29 25 81 71 31 28 26 133 3398 38 492 66 30 954
internal_value=0 -237.51 -2663.38 -3822.12 38323.1 18621.4 -4365.62 -3531.12 -15455.3 -18504.9 50971.6 -13924.4 -1876.82 -7246.62 -9923.73 3427.36 21946.7 40333.6 -51600.9 24293.9 -15505 -22868.2 46629.9 -28706.9 2695.39 -14250.1 -26819.1 -16743.4 -7403.73 -26907.3
internal_weight=0 107296 9607 9111 116 496 8995 8602 1048 1002 46 964 7554 3474 3218 1088 550 440 110 415 538 481 57 453 4080 682 530 2130 1110 1020
internal_count=4073804 107296 9607 9111 116 496 8995 8602 1048 1002 46 964 7554 3474 3218 1088 550 440 110 415 538 481 57 453 4080 682 530 2130 1110 1020
is_linear=0
shrinkage=0.1


Tree=3008
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 0 4 6 6 6 4 1 1 1 5 0 0 0 1 1 0 6 6 5 2 0 2 1 0 0
split_gain=6.01899e+11 4.7239e+12 1.42794e+13 7.33685e+12 1.06519e+13 1.32819e+13 1.35941e+13 1.30804e+13 3.42922e+13 3.51121e+13 1.94049e+13 8.68787e+12 2.10777e+13 1.96473e+13 5.10938e+13 5.09213e+13 1.60553e+14 4.69643e+13 2.82288e+13 1.94644e+13 3.1297e+13 1.9003e+13 1.49135e+13 2.01726e+13 2.85124e+13 1.42695e+13 1.34731e+13 3.89419e+13 4.95174e+13 5.90109e+13
threshold=3.5000000000000004 118.02765200000002 60.753246850000004 61.686687400000004 63.728898350000001 61.78914120000001 2.5000000000000004 82.905000000000015 105.00500000000001 125.02000000000002 2.5000000000000004 37.331232350000008 37.401708450000008 37.234509300000006 4.5000000000000009 55.840017500000009 55.876067900000002 55.806294650000005 37.290808600000013 37.318079750000003 55.539595350000006 130.05000000000004 101.02000000000002 2.5000000000000004 75.000000000000014 56.638205000000006 75.000000000000014 37.475446350000006 55.685785750000008 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -7 -5 10 -10 -9 13 21 -1 15 17 -17 19 -19 22 -21 -13 23 -15 -25 -18 27 -14 -29 -30
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 -12 12 26 14 -16 16 25 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-968.25328257597835 -9.5351376470687264 6266.3441315986202 -14205.549986488286 8018.0299520702065 18884.44951343154 3950.0704009412448 -11183.860831208209 175302.7529761905 -109797.58952414774 52335.409512867649 53710.302857142866 10312.292792747279 -61360.570515046296 -23558.645262112179 -144136.98526400863 272080.11637620191 -25907.394891624452 -26056.023331705728 -146731.07715773812 28819.740307514177 -42533.375977739081 106046.92284226191 -85123.968322753906 108830.02743389423 -2363.28418303845 65031.205344460235 260.23884221172108 27892.026206480965 -92664.782095682996 -6408.3247714619256
leaf_weight=16661 3837650 586 814 1047 449 1686 916 21 22 34 35 1637 135 767 29 26 80 36 42 237 83 21 32 26 204 22 209659 315 97 435
leaf_count=16661 3837650 586 814 1047 449 1686 916 21 22 34 35 1637 135 767 29 26 80 36 42 237 83 21 32 26 204 22 209659 315 97 435
internal_value=0 154.952 -5636.6 189.491 4326.48 2588.5 -1377.63 11492.6 43973.9 -11359.7 99307.5 113.945 293.905 -1980.08 -12622.8 -10170.1 50251.4 -15589.8 -91034.9 -11227.6 10312.5 11524.9 -17926.1 -15769.3 10206.4 -6293.19 205.504 -11480.4 -3530.24 -22135.5
internal_weight=0 236154 1400 234754 4210 3761 2602 1159 112 56 56 230544 212299 18245 1584 1555 128 1427 78 1349 320 1658 1029 997 230 102 210641 982 847 532
internal_count=4073804 236154 1400 234754 4210 3761 2602 1159 112 56 56 230544 212299 18245 1584 1555 128 1427 78 1349 320 1658 1029 997 230 102 210641 982 847 532
is_linear=0
shrinkage=0.1


Tree=3009
num_leaves=31
num_cat=0
split_feature=1 4 6 6 3 3 6 3 6 3 6 3 4 2 6 6 6 6 4 5 4 2 6 6 7 6 4 6 6 3
split_gain=6.25556e+11 2.96212e+12 7.72727e+12 6.32546e+12 7.86437e+12 8.00194e+12 5.71244e+12 1.28211e+13 5.07527e+12 4.81348e+12 6.02573e+12 4.98755e+12 6.75479e+12 9.58614e+12 1.11325e+13 6.01924e+12 1.80788e+13 1.56108e+13 8.67173e+12 7.66709e+12 1.37339e+13 1.3602e+13 1.11565e+13 2.46039e+13 8.86042e+12 7.20188e+12 6.74844e+12 6.70349e+12 6.16305e+12 6.12081e+12
threshold=113.48479755000001 9.5000000000000018 142.05000000000004 110.01500000000001 4.5000000000000009 7.5000000000000009 128.05000000000004 9.5000000000000018 44.010000000000012 1.5000000000000002 78.010000000000005 4.5000000000000009 23.500000000000004 4829.0000000000009 69.605000000000004 89.00500000000001 96.050000000000011 88.825000000000003 12.500000000000002 2.5000000000000004 13.500000000000002 7912.5000000000009 75.010000000000005 73.00500000000001 6.0000000000000009 61.425000000000004 10.500000000000002 103.03500000000001 41.285000000000004 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 8 3 9 -5 -6 7 -7 -2 10 -3 12 13 14 -11 17 18 19 -17 22 21 -21 23 24 25 28 27 -18 -13 -22
right_child=1 2 -4 4 5 6 -8 -9 -10 11 -12 15 -14 -15 -16 16 26 -19 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.1529588459435924 -1223.4068830469305 19353.203022859536 51479.436111111114 20581.996307963709 -79345.355912928426 9045.4487379807688 21256.355338541667 -94680.0546875 2034.5477568707911 474.52355587121212 -25692.025789620537 13136.151549629545 -65953.45513183593 -11158.330836642446 66088.762608816964 79401.751978058513 -6045.3663628472223 -69003.638579963241 19278.635315688774 -52709.079386220081 43709.05450589364 -9825.3763821736538 29934.131788219107 -54786.168878560129 -9378.0587905702851 19175.589671259342 9279.3384049479173 -75158.603430706527 -2382.9929638562885 -8960.2247246636289
leaf_weight=4047600 7104 196 27 31 31 26 24 22 14626 99 35 368 20 853 35 47 36 34 49 94 57 347 132 79 506 322 105 23 840 36
leaf_count=4047600 7104 196 27 31 31 26 24 22 14626 99 35 368 20 853 35 47 36 34 49 94 57 347 132 79 506 322 105 23 840 36
internal_value=0 487.022 -1856.12 -2179.95 -23576.8 -36867.3 -18578.2 -38495.4 969.453 -1515.18 12528.2 -2309.89 -8418.11 -7252.25 17612.6 -309.567 14248.4 -1654.18 48713.9 -830.774 -11601.5 -18966.1 1728.9 -31.4305 2093.14 5886.88 -5926.53 -32987.8 2344.69 23320.9
internal_weight=0 26204 4474 4447 134 103 72 48 21730 4313 231 4082 1007 987 134 3075 260 2815 96 2781 534 441 2247 2115 2036 1530 164 59 1208 93
internal_count=4073804 26204 4474 4447 134 103 72 48 21730 4313 231 4082 1007 987 134 3075 260 2815 96 2781 534 441 2247 2115 2036 1530 164 59 1208 93
is_linear=0
shrinkage=0.1


Tree=3010
num_leaves=31
num_cat=0
split_feature=4 1 4 0 4 1 6 0 6 6 6 3 1 3 6 0 0 1 1 1 6 0 0 5 6 1 0 6 6 1
split_gain=6.44274e+11 5.5697e+12 1.26623e+13 4.98503e+13 1.2567e+14 9.43857e+13 3.89274e+13 3.9102e+13 5.40756e+13 3.36331e+13 4.36177e+13 4.87001e+13 3.43773e+13 3.2674e+13 3.24e+13 4.83603e+13 7.43158e+13 8.76451e+13 2.13557e+14 1.77793e+14 6.79184e+13 6.615e+13 6.24399e+13 5.82771e+13 1.09022e+14 1.82718e+14 1.53519e+14 5.6848e+13 5.24215e+13 5.43452e+13
threshold=9.5000000000000018 37.543519500000009 8.5000000000000018 44.878071950000013 6.5000000000000009 37.343102500000008 104.01000000000001 44.739668300000005 62.995000000000012 168.45000000000002 138.05000000000004 7.5000000000000009 30.425503950000003 3.5000000000000004 51.405000000000008 59.990753350000013 59.91832440000001 30.242318500000007 30.277905650000005 30.260128500000004 98.020000000000024 60.002985000000002 59.939085000000013 2.5000000000000004 87.015000000000015 30.330566300000005 59.950512650000007 54.410000000000004 61.025000000000006 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 14 -12 13 -11 -4 16 -16 20 19 22 -18 -17 -19 -20 25 26 -25 -24 -27 -30
right_child=-2 -3 9 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 15 21 17 18 23 -21 -22 -23 27 24 -26 28 -28 -29 29 -31
leaf_value=4815.3084261402164 37.041897340788545 -116.33626288930243 -499.15155467389644 -331.59381005846171 46705.905571289069 153791.03214192711 -87290.993546195663 22899.831695141838 203886.84363162878 -40078.243375000005 97682.58924950134 -34059.213632812505 -8932.6380668021538 -207175.39865056821 2857.6693544449936 -57888.34088772125 -38363.643054659864 109050.88717346192 23856.929617780566 138295.33558298554 77013.604876077588 -2864.0290418258505 137319.13875000001 -189844.63845142326 37393.990191615907 28014.980229199486 37646.236941964286 -23553.366943629146 77107.641406249997 -25137.587423962825
leaf_weight=3272 2181312 1598030 50699 191696 65 90 23 206 33 25 94 40 74 22 36449 226 424 64 2041 263 58 6570 25 101 531 367 42 181 56 725
leaf_count=3272 2181312 1598030 50699 191696 65 90 23 206 33 25 94 40 74 22 36449 226 424 64 2041 263 58 6570 25 101 531 367 42 181 56 725
internal_value=0 -42.695 356.952 -110.011 11404.4 63105.6 38146.2 47636.6 99634.2 1277.83 1342.26 58356.7 -51411.8 -118294 1264.95 3123.47 4408.99 16000.6 20439.2 79776.3 -24480.1 -4693.85 22774.4 12252.1 -747.631 -16435.6 -123029 -4030 -3157.86 -17806.3
internal_weight=0 1.89249e+06 294462 195385 3689 417 327 304 98 99077 98956 134 121 47 98822 48123 41327 4878 4396 533 482 6796 270 3863 1822 1291 143 206 1148 781
internal_count=4073804 1892492 294462 195385 3689 417 327 304 98 99077 98956 134 121 47 98822 48123 41327 4878 4396 533 482 6796 270 3863 1822 1291 143 206 1148 781
is_linear=0
shrinkage=0.1


Tree=3011
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 6 6 5 3 6 6 1 1 1 4 1 6 6 0 3 6 3 1 3 6 1 6 1 1 6
split_gain=7.76188e+11 4.44182e+12 2.51213e+13 2.16098e+13 2.18152e+13 4.32231e+13 3.45159e+13 6.03878e+13 4.05676e+13 2.4547e+13 2.71156e+13 3.1226e+13 9.30981e+13 2.03422e+13 1.97885e+13 5.84164e+13 3.62393e+13 3.52475e+13 2.52787e+13 3.19016e+13 4.38494e+13 9.00706e+13 4.12592e+13 2.92703e+13 2.35834e+13 1.88225e+13 3.12005e+13 5.62636e+13 4.07249e+13 3.42664e+13
threshold=5.5000000000000009 43.687280500000007 44.046956350000009 17.500000000000004 10.500000000000002 78.010000000000005 122.65000000000002 3.5000000000000004 5.5000000000000009 116.05000000000001 80.030000000000015 40.965343750000009 40.024897700000004 43.047633000000012 8.5000000000000018 39.625203600000013 118.04500000000002 116.05000000000001 42.965693300000005 2.5000000000000004 120.05000000000001 3.5000000000000004 43.56803845000001 5.5000000000000009 43.905000000000008 39.735861600000007 63.415000000000006 39.712886600000012 39.712886600000012 28.980000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 12 -3 -13 15 24 17 25 23 22 21 -21 -20 -18 -2 26 27 -17 -28 -29
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 13 -14 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=69.807104247857282 37051.333984376193 19540.074911402906 -23.484025071979413 86217.336534926479 4592.0193710110025 -36806.586658286447 151274.37834109043 -63592.444726562506 100428.0234375 -66458.277198401163 30599.009569661459 -4136.7311259823364 229659.00823863639 14713.740034166436 139.21746494813871 6182.4293715680233 9561.2691218721702 -103555.47996199325 -120589.76802062988 269618.22678328806 21849.784228748144 37910.069111485638 19614.709099641394 -102710.79650669644 188780.96666666667 -3469.1119475210712 -34260.55553957761 10798.436443536933 21044.935208228329 -33574.081233633413
leaf_weight=1145099 20 508 2870009 34 1265 315 47 38 25 43 525 1850 22 829 40641 671 69 37 32 23 420 62 61 35 21 8789 182 198 496 1438
leaf_count=1145099 20 508 2870009 34 1265 315 47 38 25 43 525 1850 22 829 40641 671 69 37 32 23 420 62 61 35 21 8789 182 198 496 1438
internal_value=0 -27.294 -10.5438 6740.71 6246.44 -3661.5 10273.8 65491.7 1495.04 8665.71 9530.82 6084.01 28262 1696.43 -932.745 -4403 -4793.47 -6105.47 17280.7 25194.3 35106 100608 -28627.7 -28222.6 114767 -5799.23 -12660 -18202.4 6198.92 -28203.8
internal_weight=0 2.9287e+06 2.87551e+06 5501 5467 1580 3887 110 63 3777 3734 3209 530 2679 53195 12554 12513 11811 702 598 505 85 93 104 41 11774 2985 2307 678 1636
internal_count=4073804 2928705 2875510 5501 5467 1580 3887 110 63 3777 3734 3209 530 2679 53195 12554 12513 11811 702 598 505 85 93 104 41 11774 2985 2307 678 1636
is_linear=0
shrinkage=0.1


Tree=3012
num_leaves=31
num_cat=0
split_feature=6 6 6 1 7 7 5 3 3 3 3 3 3 4 0 0 1 5 0 6 5 3 4 1 4 1 4 1 1 6
split_gain=6.314e+11 8.13989e+12 1.23374e+13 4.06397e+13 8.25293e+13 2.23322e+13 3.04777e+13 2.4724e+13 1.70548e+13 1.95056e+13 1.39289e+13 1.14258e+13 1.02673e+13 1.43652e+13 4.46547e+13 2.62039e+13 2.28118e+13 4.25508e+13 3.69372e+13 2.1756e+13 3.34589e+13 1.96481e+13 2.14307e+13 3.88318e+13 1.72129e+13 1.99591e+13 1.71291e+13 3.54558e+13 6.40186e+13 3.20871e+13
threshold=59.505000000000003 58.045000000000009 58.005000000000003 83.00362155000002 6.0000000000000009 6.0000000000000009 1.5000000000000002 9.5000000000000018 6.5000000000000009 1.5000000000000002 8.5000000000000018 2.5000000000000004 25.500000000000004 21.500000000000004 55.633951400000008 59.982409200000006 30.472130500000002 2.5000000000000004 55.876067900000002 59.245000000000012 1.5000000000000002 20.500000000000004 22.500000000000004 37.563506350000004 24.500000000000004 37.858952300000006 16.500000000000004 30.315889700000003 30.242318500000007 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 -1 5 10 6 7 8 9 -4 -5 -11 13 26 -15 16 17 19 21 20 -16 24 23 -23 -18 -26 -3 28 -28 -30
right_child=-2 12 3 4 -6 -7 -8 -9 -10 11 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=6.03876919205217 -57.876319916139089 752.98557648400219 -8205.4346786474835 -52206.350569661459 -4517.5947593348274 2487.7215107315174 -20720.034084367464 36772.004407051281 -8667.6381892306799 54203.606250000004 -99021.618750000009 11635.922340868341 19415.001133650963 7789.0870792304268 -82789.32745630297 7081.726374012891 -30062.155511283185 -124404.86429115853 3379.5161415824059 -49342.843939271908 -3714.0271674380092 -54456.738515625002 -4292.8391474901055 116200.42235351563 -17536.731618313202 12305.708207758325 -11026.177729110719 4062.7205368997402 117676.19247724931 37240.937794760612
leaf_weight=2656002 1288684 97917 631 192 739 6498 1143 156 2577 69 95 732 297 2749 59 1059 827 41 1918 194 575 20 452 40 1231 274 160 8273 91 109
leaf_count=2656002 1288684 97917 631 192 739 6498 1143 156 2577 69 95 732 297 2749 59 1059 827 41 1918 194 575 20 452 40 1231 274 160 8273 91 109
internal_value=0 26.7796 -8.90581 -3102.18 -22192.2 -1443.16 -6255.3 -2285.75 -3805.58 4944.07 -67702.7 15302.8 845.78 798.232 -2940.82 -7349.87 -10064 -24963.5 -7345.01 -20039.4 -11072.8 -14577.6 3161.17 59314.7 -18472.3 -12103.6 1129.47 5399.57 36121.1 73839
internal_weight=0 2.78512e+06 2.66883e+06 12832 1026 11806 5308 4165 4009 1432 287 801 116286 115989 9439 6690 5631 869 4762 828 634 2844 512 60 2332 1505 106550 8633 360 200
internal_count=4073804 2785120 2668834 12832 1026 11806 5308 4165 4009 1432 287 801 116286 115989 9439 6690 5631 869 4762 828 634 2844 512 60 2332 1505 106550 8633 360 200
is_linear=0
shrinkage=0.1


Tree=3013
num_leaves=31
num_cat=0
split_feature=4 1 1 3 4 0 0 0 3 1 6 3 3 4 6 4 7 0 0 5 4 4 7 0 0 6 3 3 5 6
split_gain=6.17117e+11 7.87693e+12 3.88989e+13 7.32834e+13 3.52272e+13 3.8816e+13 4.5854e+13 7.90699e+13 4.39473e+13 3.02909e+13 9.32677e+13 5.62389e+13 5.03699e+13 4.62858e+13 6.17602e+13 5.00628e+13 4.58096e+13 4.08309e+13 3.98642e+13 6.10267e+13 5.45351e+13 5.44468e+13 1.22197e+14 2.1424e+14 4.43104e+13 4.28244e+13 3.55428e+13 3.60737e+13 3.50181e+13 3.11972e+13
threshold=22.500000000000004 37.543519500000009 37.517483500000004 2.5000000000000004 32.500000000000007 55.667390500000003 55.749683450000006 55.702806750000008 15.500000000000002 37.488790500000007 43.905000000000008 3.5000000000000004 18.500000000000004 31.500000000000004 105.00500000000001 23.500000000000004 6.0000000000000009 55.676890650000011 55.775215600000003 2.5000000000000004 24.500000000000004 24.500000000000004 6.0000000000000009 55.783232450000007 55.840017500000009 57.005000000000003 12.500000000000002 8.5000000000000018 1.5000000000000002 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -2 11 -11 13 14 15 26 17 -13 19 20 -17 29 23 -23 -24 28 27 -12 -22 -20
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 12 16 -14 -15 -16 18 -18 -19 21 -21 25 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.808861754147276 635.05950835790225 -234.48576273226428 48116.775760731805 92706.226380657332 -2548.6170986651332 91242.543056955648 11923.711383702281 -183452.82187500002 -86958.149906250008 -46633.358015267178 17804.231796480432 -21783.316376819348 409.21152071785298 2225.8687943752461 -195763.23393077022 51776.74296291978 6035.3093830366706 59720.789566848092 -109522.1449948489 60929.7896248283 -46374.423354134909 -301831.21924342104 19687.873778917776 -51581.074453352776 -55944.512767417764 -79546.663806423618 -53130.083211096935 142977.57697916668 57333.559343345085 -18893.555411783855
leaf_weight=3730401 112887 218211 423 58 3199 31 3909 33 25 131 99 73 1167 477 23 67 680 389 182 91 82 38 322 343 102 180 49 30 54 48
leaf_count=3730401 112887 218211 423 58 3199 31 3909 33 25 131 99 73 1167 477 23 67 680 389 182 91 82 38 322 343 102 180 49 30 54 48
internal_value=0 128.28 760.585 7656.65 5297.64 11486 10307.8 -60667.2 11688.7 310.018 -7620.17 15425.2 -16367 -25318.9 -33002.4 -30783.4 22544 46842.4 -36699.9 -12682.4 -30172.4 -47699.2 -35439.4 -76540.4 1493.29 -47547.8 19374 46914.3 -5196.25 -90608.4
internal_weight=0 343403 125192 7678 7255 4056 3998 89 56 117514 4627 1273 3354 2187 1710 1687 1142 462 1509 474 383 1035 805 381 424 316 178 129 136 230
internal_count=4073804 343403 125192 7678 7255 4056 3998 89 56 117514 4627 1273 3354 2187 1710 1687 1142 462 1509 474 383 1035 805 381 424 316 178 129 136 230
is_linear=0
shrinkage=0.1


Tree=3014
num_leaves=31
num_cat=0
split_feature=1 1 2 6 4 6 0 4 1 6 6 0 6 0 0 0 0 1 6 7 0 6 6 0 4 1 0 6 1 3
split_gain=6.79992e+11 1.18599e+13 2.36377e+13 2.85563e+13 3.03544e+13 2.46718e+13 1.70059e+13 6.39287e+13 3.36033e+13 2.62962e+13 4.44192e+13 2.44458e+13 2.7466e+13 2.38387e+13 2.25784e+13 2.2274e+13 3.491e+13 8.10336e+13 6.32301e+13 5.2052e+13 4.23137e+13 3.90536e+13 4.27094e+13 3.34081e+13 5.76173e+13 5.66456e+13 5.78078e+13 4.88877e+13 5.19903e+13 5.27398e+13
threshold=38.965413050000002 38.657016300000002 3191.5000000000005 46.010000000000012 5.5000000000000009 85.020000000000024 44.990874950000006 4.5000000000000009 38.782330450000011 78.605000000000004 88.825000000000003 44.249882500000005 86.920000000000016 44.249882500000005 45.029425500000009 45.059854000000009 45.047736150000013 38.948208550000011 71.715000000000018 6.0000000000000009 45.040161900000008 93.050000000000011 104.01000000000001 45.036141150000006 9.5000000000000018 38.91194105000001 45.040161900000008 101.02000000000002 38.927872750000006 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 6 -4 -5 -6 7 8 9 -3 -11 -9 -13 -10 -8 16 17 23 19 -18 -19 -22 -23 24 -16 -25 27 -27 -29 -30
right_child=-2 2 3 4 5 -7 14 11 13 10 -12 12 -14 -15 15 -17 18 20 -20 -21 21 22 -24 25 -26 26 -28 28 29 -31
leaf_value=30.022316833626377 28.55593677118431 23833.831401124295 -527.94690440880356 -4614.5340762021306 -18276.700976502972 -63929.857914890083 5009.7344765332218 10507.271615939671 61371.761031400238 214950.49167968752 9037.5786221590915 -23773.81711806696 -131658.46432291667 -9075.0363050382111 28731.158727064627 89.221562641913465 -3145.6025484084112 -33923.80263412877 -28673.524767859188 -40760.166828989612 -9726.5698604759491 129105.55714285714 -48443.397148437507 30833.393785530709 -7942.8104707032908 15675.157390154047 -9469.7379425334602 63790.213281250006 31857.606649816178 -59009.374277077761
leaf_weight=1228585 2736801 392 4745 2558 1743 127 7167 216 52 20 22 1409 24 630 485 66935 7844 937 1296 386 1107 42 20 918 3670 3241 2029 61 85 257
leaf_count=1228585 2736801 392 4745 2558 1743 127 7167 216 52 20 22 1409 24 630 485 66935 7844 937 1296 386 1107 42 20 918 3670 3241 2029 61 85 257
internal_value=0 -58.4531 -1061.05 -5917.85 -11693.6 -21377.2 -612.146 -8344.59 10138.7 31891 107091 -20853.6 -25580.7 -3703.73 -390.543 -823.893 -3555.12 -154.686 -8142.81 -4909.79 -18091.3 -5400.98 71831.7 3360.54 -3661.97 7787.56 4058.31 11590.8 -21256.4 -36425.5
internal_weight=0 1.337e+06 108418 9173 4428 1870 99245 2765 1116 434 42 1649 1433 682 96480 89313 22378 12852 9526 8230 2106 1169 62 10746 4155 6591 5673 3644 403 342
internal_count=4073804 1337003 108418 9173 4428 1870 99245 2765 1116 434 42 1649 1433 682 96480 89313 22378 12852 9526 8230 2106 1169 62 10746 4155 6591 5673 3644 403 342
is_linear=0
shrinkage=0.1


Tree=3015
num_leaves=31
num_cat=0
split_feature=0 4 6 1 5 6 2 0 1 0 6 6 0 1 1 1 6 6 6 1 6 6 5 2 0 1 6 4 1 0
split_gain=6.97095e+11 5.4768e+12 1.72138e+13 2.0741e+13 1.2402e+13 1.16682e+13 9.5832e+12 9.11099e+12 2.16948e+13 2.2671e+13 1.32829e+13 1.87879e+13 2.45136e+13 6.99317e+12 2.94842e+13 1.34743e+13 1.48051e+13 1.0825e+13 8.29438e+12 1.55955e+13 1.00381e+13 6.91597e+12 9.17007e+12 1.12692e+13 8.84794e+12 8.78726e+12 5.75908e+12 5.26648e+12 1.32665e+13 1.67945e+13
threshold=54.94110555000001 1.5000000000000002 128.05000000000004 49.692247900000005 2.5000000000000004 35.57500000000001 7457.0000000000009 55.145978450000008 83.117716000000016 54.962581500000006 82.905000000000015 50.995000000000012 55.026775150000006 37.804148700000006 37.682335600000009 38.166910000000009 51.805000000000007 59.815000000000005 43.905000000000008 37.131181300000009 50.995000000000012 88.825000000000003 3.5000000000000004 3930.5000000000005 56.020150250000007 54.62357655000001 41.705000000000005 24.500000000000004 39.023883200000007 45.082176650000008
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 -2 13 8 10 -10 11 -6 -13 14 17 16 -15 18 26 20 -20 -9 25 24 -24 -23 -7 -1 -29 -30
right_child=1 -3 3 -5 7 6 -8 21 9 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=92.948403709968545 7805.6444735800878 -34.708113623929698 -130739.01731770833 -4339.0274241727948 -320.12652441406249 -2012.9427846439551 -13594.295895424646 4977.6596978693187 65755.08203125 -51572.497745487606 -15491.483507582721 123948.89425229673 38174.737596533763 10127.432643964215 -118108.87575000001 1091.3144044511773 120483.26644531252 -52875.886860094572 24008.197620738636 80905.135866477271 -50442.557291666672 -34457.539220145089 36583.048999999999 1819.5928906250001 119903.08420973558 35909.72879503038 -59837.903463935858 3721.2471388055492 -9102.0032559261981 -1167.2340305730672
leaf_weight=1267934 1353 2766968 21 34 50 61 706 1375 23 58 34 54 87 31 25 1424 20 38 55 33 27 35 25 30 26 36 24 4731 2979 25507
leaf_count=1267934 1353 2766968 21 34 50 61 706 1375 23 58 34 54 87 31 25 1424 20 38 55 33 27 35 25 30 26 36 24 4731 2979 25507
internal_value=0 -28.3375 3072.31 -52600.8 3616.19 355.169 -3769.42 10371.3 26120.5 -18257.3 42096.6 52347.8 71024.4 221.585 -14800.5 2900.1 53404.2 -3948.79 5347.36 22855.4 -506.075 7215.23 27456.5 50452.4 79059.9 1221.64 -18340 60.3851 -1182.6 -1997.03
internal_weight=0 2.77265e+06 5685 55 5630 3797 2444 1833 306 81 225 191 141 1738 263 1475 51 238 200 115 82 1527 152 81 51 71 85 1.30115e+06 33217 28486
internal_count=4073804 2772653 5685 55 5630 3797 2444 1833 306 81 225 191 141 1738 263 1475 51 238 200 115 82 1527 152 81 51 71 85 1301151 33217 28486
is_linear=0
shrinkage=0.1


Tree=3016
num_leaves=31
num_cat=0
split_feature=2 2 6 0 6 4 6 4 4 4 5 6 6 0 4 4 7 3 6 0 3 6 3 5 5 6 6 3 0 5
split_gain=6.83703e+11 6.40185e+12 1.03435e+13 8.00842e+12 7.24735e+12 8.44889e+12 1.343e+13 9.7599e+12 6.18605e+12 7.42744e+12 1.30745e+13 1.64068e+13 5.9145e+12 5.45727e+12 1.29765e+13 9.15764e+12 9.97239e+12 5.94669e+12 4.70201e+12 4.62787e+12 1.48815e+13 5.82514e+12 5.86694e+12 4.41589e+12 3.62318e+12 3.44588e+12 3.41963e+12 3.33801e+12 5.56345e+12 3.16603e+12
threshold=10180.500000000002 10876.500000000002 38.405000000000008 56.520242650000007 75.605000000000004 14.500000000000002 108.05000000000001 11.500000000000002 4.5000000000000009 6.5000000000000009 3.5000000000000004 85.020000000000024 78.010000000000005 47.319699650000011 12.500000000000002 11.500000000000002 6.0000000000000009 2.5000000000000004 68.00500000000001 56.385857200000011 4.5000000000000009 84.810000000000016 5.5000000000000009 3.5000000000000004 3.5000000000000004 112.00500000000001 84.810000000000016 12.500000000000002 45.015054600000006 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 13 7 12 8 -6 24 19 -12 -7 14 18 16 -15 -17 -4 20 -11 -21 -23 26 25 -10 -5 -3 -29 -14
right_child=1 27 3 23 5 6 -8 -9 9 10 11 -13 29 15 -16 17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.6006125629558863 -6307.0970435678446 34.97003012695599 -1866.0260074501418 -8607.2102609087342 -17147.839949544272 54190.701041666667 -68841.211359659836 74854.333784054485 48129.543610963985 -60598.303588867188 39360.214822387701 -72821.527014160165 -31972.384730113637 13655.020356246154 25628.619735863096 -59521.788886718758 62197.216939561629 -1910.3152038574219 -24706.607695957398 14288.095204741381 40636.819818691038 109934.91880580358 35184.930357142861 26917.907125946975 74156.82027803309 2497.8243631114133 -50570.746912202383 13540.993259079391 -34520.776044851111 10440.819322620739
leaf_weight=4042576 694 27742 602 258 36 27 24 39 59 20 22 32 22 711 168 20 45 172 106 29 53 21 21 33 34 23 21 37 69 88
leaf_count=4042576 694 27742 602 258 36 27 24 39 59 20 22 32 22 711 168 20 45 172 106 29 53 21 21 33 34 23 21 37 69 88
internal_value=0 466.112 4575.9 7387.81 9367.32 19429.2 163.724 27402.9 22115.4 26616.9 14844.9 -27117.9 12252.2 6333.3 643.105 11591.3 16544.4 -7911.51 -5285.66 30581 12901.2 48758.8 72559.9 -7674.21 46710.6 35330.4 -11765.8 -32.7053 -17744.5 1958.18
internal_weight=0 31228 3380 2686 2374 550 161 389 350 314 198 54 137 1824 876 948 756 192 708 144 73 71 42 312 116 82 279 27848 106 110
internal_count=4073804 31228 3380 2686 2374 550 161 389 350 314 198 54 137 1824 876 948 756 192 708 144 73 71 42 312 116 82 279 27848 106 110
is_linear=0
shrinkage=0.1


Tree=3017
num_leaves=31
num_cat=0
split_feature=0 6 6 1 0 1 5 4 3 1 4 6 4 1 6 6 4 6 4 6 6 4 6 3 6 0 6 1 3 6
split_gain=6.77002e+11 7.42162e+12 2.37462e+13 1.87859e+13 1.25854e+13 1.8887e+13 1.90245e+13 3.09051e+13 2.66412e+13 1.99826e+13 1.85124e+13 2.79994e+13 1.8641e+13 3.6499e+13 1.86583e+13 1.78692e+13 1.37572e+13 4.7044e+13 4.50293e+13 2.78976e+13 1.23907e+13 1.21303e+13 3.00309e+13 1.65725e+13 2.52227e+13 1.77117e+13 2.29262e+13 1.75794e+13 1.20857e+13 1.16778e+13
threshold=44.895258050000002 73.00500000000001 73.995000000000019 37.401708450000008 44.739668300000005 37.682335600000009 2.5000000000000004 20.500000000000004 5.5000000000000009 37.649344350000007 2.5000000000000004 118.04500000000002 15.500000000000002 37.768783500000005 85.020000000000024 80.720000000000013 4.5000000000000009 118.04500000000002 2.5000000000000004 99.050000000000011 104.01000000000001 24.500000000000004 78.605000000000004 10.500000000000002 95.045000000000016 44.601833250000006 99.050000000000011 39.723160900000003 12.500000000000002 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 20 16 -7 12 14 -14 -12 -10 17 19 -19 -8 -6 -4 28 24 -24 26 27 -25 -23 -18
right_child=-2 2 4 -5 5 10 7 -9 15 -11 11 -13 13 -15 -16 -17 29 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=107.97945427580296 9.4675739367449321 -63748.869951961016 -456.4604844518982 -13115.495608390647 -27128.854765018175 8286.4902445211046 23746.746883585165 103141.24583333335 25043.891896049223 75614.51504464286 -19611.610824316085 -116290.54818250868 -41900.939309692389 119361.31569140626 -67712.063785657971 -17156.196620813396 1472.597354800384 -88.137114257812513 199495.4137019231 -81307.54103794643 -85431.192714843753 -47993.33404947917 24062.808110119047 34378.240820312501 -122062.4332175926 -37471.673480113641 70446.542529296872 -92564.500820312503 -151872.1761904762 -18117.491660013689
leaf_weight=170081 3865320 99 34427 282 411 154 91 30 193 35 310 36 32 25 109 209 1172 20 26 35 40 24 21 24 27 55 64 20 21 411
leaf_count=170081 3865320 99 34427 282 411 154 91 30 193 35 310 36 32 25 109 209 1172 20 26 35 40 24 21 24 27 55 64 20 21 411
internal_value=0 -175.53 -1431.15 -26272.2 -1182.23 -7045.85 -3291.71 2483.87 -15614.7 796.878 -22113.1 -31256.8 -24825.7 28828.1 -32124.6 3104.04 -695.212 26164.6 112720 -5435 -32299.8 -617.728 -22305.1 -6487.88 -58132.6 8720.4 32244.1 -23323 -96470.1 -3613.65
internal_weight=0 208484 38403 381 38022 3339 2673 1820 853 1790 666 512 476 57 419 402 1755 172 46 126 451 34683 256 211 48 163 108 44 45 1583
internal_count=4073804 208484 38403 381 38022 3339 2673 1820 853 1790 666 512 476 57 419 402 1755 172 46 126 451 34683 256 211 48 163 108 44 45 1583
is_linear=0
shrinkage=0.1


Tree=3018
num_leaves=31
num_cat=0
split_feature=1 1 5 6 0 0 6 3 6 0 5 4 3 2 4 7 4 4 0 6 0 6 6 6 6 6 7 4 6 6
split_gain=6.67777e+11 1.28047e+13 1.26037e+13 1.95576e+13 1.95112e+13 3.54175e+13 3.97079e+13 5.09449e+13 2.55661e+13 2.40493e+13 2.13489e+13 1.80248e+13 1.65295e+13 1.50068e+13 1.20779e+13 1.20345e+13 1.23603e+13 1.18395e+13 1.12913e+13 3.65116e+13 2.43797e+13 2.00394e+13 1.46674e+13 1.33191e+13 2.19868e+13 1.60837e+13 2.76059e+13 1.29465e+13 1.12713e+13 1.11557e+13
threshold=37.131181300000009 37.234509300000006 1.5000000000000002 63.005000000000003 55.649510000000014 55.390026600000006 58.995000000000012 5.5000000000000009 43.405000000000008 55.595177750000005 2.5000000000000004 8.5000000000000018 11.500000000000002 75.000000000000014 9.5000000000000018 6.0000000000000009 8.5000000000000018 10.500000000000002 55.721784200000009 59.025000000000013 55.768246800000007 61.425000000000004 47.805000000000007 57.995000000000012 55.405000000000008 53.995000000000012 6.0000000000000009 8.5000000000000018 47.420000000000009 62.010000000000012
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 4 5 14 7 -7 15 -9 11 -8 18 17 -4 16 -6 -2 19 -10 21 22 -20 24 25 26 -22 -28 -15 -25
right_child=1 -3 3 -5 8 6 10 9 12 -11 -12 -13 -14 28 -16 -17 -18 -19 20 -21 23 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-106.5696845276405 -22113.003080130915 2.4422414664096497 7478.1189140852111 551.1565299852499 -23831.000068126006 34974.885481770834 4323.6244775978912 179263.77403846156 -39825.912361014649 78394.003144531263 61246.315410156247 -76070.801609002971 -8945.0465991753481 3522.7103974681822 -40062.867792338715 -67216.236709222561 10479.983403934233 -3550.6570121631958 -42465.122439236118 31280.3007436193 8432.4426778122015 96119.318791015627 34516.921593786174 -5941.7396157956591 41684.059704589847 -12434.960057114111 -12945.060735677085 58010.968751220709 -18022.659246494975 29582.219363702516
leaf_weight=513821 481 3543489 387 5188 272 288 83 39 158 60 40 42 450 4124 62 41 171 1203 27 133 1145 50 297 663 256 264 30 180 258 102
leaf_count=513821 481 3543489 387 5188 272 288 83 39 158 60 40 42 450 4124 62 41 171 1203 27 133 1145 50 297 663 256 264 30 180 258 102
internal_value=0 15.3815 2795.18 4903.5 9212.65 21769.8 38734.5 56247.3 6247.39 118131 -2340.97 -22688.9 9035.56 -829.209 913.439 -15383.9 -10586.8 -8852.61 11483.7 -7327.2 13299.9 37195 28101.8 9914.8 14451.8 10145.7 14545.2 47874.4 2254.18 -1205.21
internal_weight=0 3.55998e+06 16494 10428 5240 1001 552 387 4239 99 165 125 3755 6066 449 484 443 1684 3305 291 3014 374 324 2640 1875 1619 1355 210 4382 765
internal_count=4073804 3559983 16494 10428 5240 1001 552 387 4239 99 165 125 3755 6066 449 484 443 1684 3305 291 3014 374 324 2640 1875 1619 1355 210 4382 765
is_linear=0
shrinkage=0.1


Tree=3019
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 3 3 5 0 1 3 0 0 0 1 3 3 3 4 0 3 5 1 3 0 3 0 2 1 0
split_gain=6.60124e+11 1.40478e+12 1.03794e+13 5.25373e+12 4.97743e+12 4.84708e+12 6.62885e+12 3.97872e+12 1.63125e+13 1.04842e+13 8.90578e+12 1.21339e+13 8.77989e+12 4.50332e+12 1.30676e+13 9.18893e+12 6.98439e+12 1.15188e+13 1.07009e+13 1.14458e+13 1.01356e+13 5.21623e+12 6.84599e+12 7.5969e+12 6.34277e+12 4.84015e+12 4.7733e+12 6.70244e+12 4.59284e+12 8.57209e+12
threshold=247.90000000000001 39.079932600000006 39.231261550000006 44.601833250000006 45.040161900000008 20.500000000000004 17.500000000000004 4.5000000000000009 59.864072000000007 37.290808600000013 4.5000000000000009 55.568628050000008 45.063245050000006 56.067362750000008 37.290808600000013 4.5000000000000009 5.5000000000000009 9.5000000000000018 5.5000000000000009 59.933037250000005 2.5000000000000004 1.5000000000000002 37.649344350000007 5.5000000000000009 55.721784200000009 8.5000000000000018 45.067157700000003 75.000000000000014 38.927872750000006 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 13 9 -9 11 -11 -12 14 15 -5 18 -18 20 -20 -15 25 23 24 -23 26 -16 -28 -24 -30
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 12 -13 -14 16 21 -17 17 -19 19 -21 -22 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=-1.1274098508629351 51958.58220108696 -18675.723325892857 1105.2273225156459 -91547.689241536471 -83993.149062500001 -40778.671093750003 58968.969034090907 58084.089732142857 -81537.483912037045 -95831.014003057076 -19929.904222470239 10670.2875 48427.743658088235 -25202.922776442309 -32173.459042968752 -3094.8388586956521 -44582.869402901793 45364.805924479173 113732.58868634258 16563.747407670457 48923.69189453125 52407.331980298914 -8151.4078698394505 81323.165086206907 -22697.966051136365 -40351.110195312503 -25841.66443917411 33904.441437088819 50659.614496093753 -8503.4490234375007
leaf_weight=4070611 23 28 2242 24 20 24 22 28 27 23 42 20 34 39 30 23 35 24 27 22 35 23 109 29 22 35 28 57 50 48
leaf_count=4070611 23 28 2242 24 20 24 22 28 27 23 42 20 34 39 30 23 35 24 27 22 35 23 109 29 22 35 28 57 50 48
internal_value=0 1437.29 120.147 4777.54 -45891.3 3544.4 4787.1 3357.84 -10094.1 3028.12 -9926.22 -46295.5 10651.1 6904.27 1807.25 -48262.3 20290.9 -7993.98 33858.5 70105.8 9856.96 7267.26 15305 41410.6 15689.2 -7790.04 2119.85 14223.4 5972.52 21681.8
internal_weight=0 3193 2290 903 48 880 856 834 174 147 119 43 76 660 478 47 182 59 123 49 74 431 281 74 45 150 115 85 207 98
internal_count=4073804 3193 2290 903 48 880 856 834 174 147 119 43 76 660 478 47 182 59 123 49 74 431 281 74 45 150 115 85 207 98
is_linear=0
shrinkage=0.1


Tree=3020
num_leaves=31
num_cat=0
split_feature=2 6 0 3 1 6 6 5 0 1 3 0 4 3 4 0 3 0 3 3 5 3 4 4 3 2 5 0 0 1
split_gain=6.45945e+11 4.07148e+12 7.75567e+12 2.14728e+13 2.6831e+13 1.26383e+13 1.47831e+13 1.24393e+13 1.13747e+13 2.60937e+13 1.61968e+13 1.36619e+13 1.11351e+13 1.06487e+13 2.40611e+13 1.00585e+13 9.92015e+12 9.62861e+12 8.57827e+12 1.95287e+13 1.94707e+13 1.5339e+13 1.23467e+13 2.97917e+13 1.01724e+13 1.25734e+13 1.24749e+13 8.48633e+12 4.94892e+13 2.36773e+13
threshold=3129.5000000000005 149.05000000000004 43.550475500000012 4.5000000000000009 43.80299105000001 168.45000000000002 189.00000000000003 3.5000000000000004 47.207933300000008 33.882313700000005 4.5000000000000009 45.177967300000006 3.5000000000000004 2.5000000000000004 6.5000000000000009 46.323575350000006 3.5000000000000004 42.965693300000005 9.5000000000000018 7.5000000000000009 3.5000000000000004 10.500000000000002 10.500000000000002 9.5000000000000018 5.5000000000000009 13505.500000000002 3.5000000000000004 57.113979900000011 56.858606850000008 65.574968200000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 17 9 -4 12 -12 -11 -3 -15 -14 -9 -6 19 22 -20 -22 23 24 -5 26 -26 28 -10 -29
right_child=1 2 8 18 5 6 -8 16 27 10 11 -13 15 14 -16 -17 -18 -19 20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-36.232380650180566 53.862147133644797 28263.894270833334 60239.074784482764 -24165.286099759614 30017.637745557513 -54559.350716838431 8177.2246245195529 33388.767353820804 -2534.0633258959119 -62816.647824309592 -33519.844034090915 -140592.28118990385 -22258.138709435098 149953.39237132351 19177.686197916668 59742.222470238099 -41999.686718750003 124683.87585227273 78880.759263392858 -47260.403857024903 38386.711718750004 -63722.333064516133 -55259.441905381951 96150.861422821981 -4426.2322635135133 -36023.611718749999 74774.357458212224 395.62746058723849 -54004.409624959517 46860.673387461262
leaf_weight=2228633 1836680 39 29 130 21 47 187 64 5823 43 22 26 52 34 24 21 24 22 35 123 28 31 36 33 37 32 43 1171 193 121
leaf_count=2228633 1836680 39 29 130 21 47 187 64 5823 43 22 26 52 34 24 21 24 22 35 123 28 31 36 33 37 32 43 1171 193 121
internal_value=0 43.7622 -2140.96 6178.06 21922.4 9499.06 -4423.71 34368.7 -3238.92 -27201.3 -42663.3 -91517.4 -22447.9 68669.8 95839.3 1331.01 12828.3 78451.5 -7598.19 -13530.2 19790 -15263.8 -189.96 7019.14 -5135.19 16953.3 38144.1 -2606.09 -4185.29 4747.23
internal_weight=0 1.84517e+06 8491 990 462 365 234 131 7501 193 164 48 116 97 58 73 88 43 528 434 94 59 311 275 242 112 80 7308 6016 1292
internal_count=4073804 1845171 8491 990 462 365 234 131 7501 193 164 48 116 97 58 73 88 43 528 434 94 59 311 275 242 112 80 7308 6016 1292
is_linear=0
shrinkage=0.1


Tree=3021
num_leaves=31
num_cat=0
split_feature=0 0 1 6 5 1 1 4 4 5 4 5 3 3 6 0 6 0 3 3 3 6 5 3 3 6 6 6 3 3
split_gain=6.59735e+11 6.99165e+12 1.14338e+13 1.05619e+13 1.98913e+13 1.28975e+13 2.1435e+13 1.58297e+13 1.28054e+13 2.38542e+13 1.9659e+13 2.03419e+13 2.59224e+13 1.93543e+13 1.95473e+13 1.63149e+13 2.01116e+13 5.05237e+13 2.54103e+13 4.06806e+13 2.04037e+13 2.77976e+13 1.54307e+13 1.50078e+13 1.98957e+13 1.36296e+13 1.35248e+13 1.35062e+13 1.57112e+13 1.35114e+13
threshold=47.295021550000008 51.307150200000002 36.049731800000011 28.005000000000006 2.5000000000000004 36.865631950000008 37.804148700000006 5.5000000000000009 16.500000000000004 3.5000000000000004 14.500000000000002 1.5000000000000002 3.5000000000000004 13.500000000000002 90.045000000000016 50.556058150000005 84.810000000000016 50.596941950000009 10.500000000000002 9.5000000000000018 7.5000000000000009 112.00500000000001 2.5000000000000004 12.500000000000002 11.500000000000002 114.05000000000001 120.05000000000001 168.45000000000002 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 -2 4 -4 8 7 -7 10 25 13 -12 -13 23 -15 -14 22 18 19 20 21 -18 -17 24 27 -10 -27 29 -29 -5
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 12 15 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=85.229838916883196 -50246.296575797875 3.8362104547965306 6300.6841908709284 700.62986164138454 -44877.0716771835 -2346.9467735086869 -1421.9182081166668 -14728.917917085768 -5196.2516506888278 -38777.08458158053 -4219.9500784918437 -18621.727233784139 -42236.807121930804 -2286.524439102564 -106023.40592830883 28178.731936992048 13430.951704545456 -57882.254641544125 123024.76297154017 -28741.413722826088 144866.70026041669 135831.29295479911 -33302.576603190108 32495.471240559898 -26632.344214053559 79308.166981907911 5568.1063123914937 2424.0684606481482 116267.80428799718 24970.427015212488
leaf_weight=742645 47 3250391 2883 20364 78 1948 49206 2197 1838 208 386 119 28 39 34 273 55 34 70 46 36 28 48 150 262 38 72 27 22 232
leaf_count=742645 47 3250391 2883 20364 78 1948 49206 2197 1838 208 386 119 28 39 34 273 55 34 70 46 36 28 48 150 262 38 72 27 22 232
internal_value=0 -19.001 -938.053 -909.343 4952.54 -1132.56 -2003.68 -8909.84 771.462 -6587.07 1484.4 14377.2 24117.3 799.185 -50602.3 32347 35886.6 56055.1 72539.6 51121.7 81993.1 54722.6 18985.3 977.383 751.252 -3149.95 31041.9 1098.77 53537.6 974.013
internal_weight=0 3.33116e+06 80768 80721 2961 77760 53351 4145 24409 2156 22253 1123 737 21130 73 618 590 269 235 165 119 83 321 21057 20907 1948 110 20645 49 20596
internal_count=4073804 3331159 80768 80721 2961 77760 53351 4145 24409 2156 22253 1123 737 21130 73 618 590 269 235 165 119 83 321 21057 20907 1948 110 20645 49 20596
is_linear=0
shrinkage=0.1


Tree=3022
num_leaves=31
num_cat=0
split_feature=0 0 6 6 6 3 1 3 3 1 3 6 5 1 3 7 6 6 3 6 3 7 6 3 3 5 1 1 7 3
split_gain=6.40732e+11 5.08358e+12 1.73824e+13 6.34417e+12 9.24701e+12 1.92147e+13 2.05636e+13 5.92056e+13 2.62422e+13 8.13501e+12 7.7776e+12 7.68488e+12 9.40098e+12 2.23432e+13 1.091e+13 1.10394e+13 9.30365e+12 8.06286e+12 1.39861e+13 9.22437e+12 1.41377e+13 1.10973e+13 1.01737e+13 1.77357e+13 5.23983e+13 7.32046e+12 7.14467e+12 1.39304e+13 6.32783e+12 5.96059e+12
threshold=54.94110555000001 54.943815050000005 108.05000000000001 92.02500000000002 87.015000000000015 1.5000000000000002 82.962856350000024 9.5000000000000018 5.5000000000000009 82.95992385000001 9.5000000000000018 68.515000000000015 2.5000000000000004 82.962856350000024 9.5000000000000018 6.0000000000000009 59.025000000000013 63.855000000000011 1.5000000000000002 56.205000000000005 16.500000000000004 6.0000000000000009 48.945000000000007 7.5000000000000009 4.5000000000000009 1.5000000000000002 82.962856350000024 82.95992385000001 6.0000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 -7 -10 12 17 16 15 -15 -14 19 -19 22 21 26 -2 24 -24 -23 27 -21 -26 -27
right_child=1 -3 -4 -5 5 6 7 -9 10 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 25 23 -25 28 29 -28 -29 -30 -31
leaf_value=57.892482335093455 -1430.3404080602447 -12.233868345401893 91943.814042968748 -18678.759167538876 -13731.973154462394 13263.488694411057 54324.26209825401 -28173.151835317462 -13072.649939176039 39013.440502793295 3353.6471008831522 -8605.9971928947725 -3264.2331865581855 13862.382102719012 -14570.755725599316 43417.348416573659 18388.509902560763 71845.643906249999 2959.5204973493305 -7291.6687363808442 -59471.26954787234 12976.100970394737 -7853.6521705378109 -2168.2722941435436 11639.845266544118 6987.1683955155022 -16423.562965122572 52072.547496448868 57676.860902423476 -4303.7740179742714
leaf_weight=1301151 16687 2739332 20 209 472 390 281 126 578 179 575 1526 1681 290 73 224 225 40 112 389 47 285 306 803 34 508 1100 44 245 5872
leaf_count=1301151 16687 2739332 20 209 472 390 281 126 578 179 575 1526 1681 290 73 224 225 40 112 389 47 285 306 803 34 508 1100 44 245 5872
internal_value=0 -27.1678 -1254.89 -1310.86 -1201.17 4522.23 8569.2 28784.5 3791.24 21364.1 -4880.87 -1689.4 -1325.01 4545.59 21604.6 26742.4 -708.164 -1877.87 21087.4 -2010.5 -4782.34 -4468.81 -746.105 7480 20723.7 -2704.29 -12140.4 -1259.28 52066.6 -3404.75
internal_weight=0 2.77265e+06 33321 33301 33092 2601 2129 407 1722 569 1153 30491 28965 2493 587 514 1906 26472 152 26320 8245 8198 18075 1388 585 6665 1533 433 279 6380
internal_count=4073804 2772653 33321 33301 33092 2601 2129 407 1722 569 1153 30491 28965 2493 587 514 1906 26472 152 26320 8245 8198 18075 1388 585 6665 1533 433 279 6380
is_linear=0
shrinkage=0.1


Tree=3023
num_leaves=31
num_cat=0
split_feature=0 6 6 1 0 1 1 1 1 3 6 6 6 4 6 4 1 1 5 3 4 6 6 1 7 1 4 1 4 1
split_gain=6.65877e+11 6.1604e+12 1.92038e+13 1.59271e+13 1.09459e+13 5.88139e+13 3.24405e+13 1.08491e+14 4.21202e+13 2.91719e+13 2.13519e+13 4.11963e+13 4.05508e+13 4.78971e+13 2.9889e+13 2.61263e+13 2.12951e+13 3.3118e+13 3.11774e+13 3.18599e+13 2.41403e+13 2.50201e+13 3.79235e+13 2.37078e+13 1.9084e+13 1.87252e+13 1.81671e+13 1.74868e+13 1.73615e+13 2.37393e+13
threshold=44.895258050000002 73.00500000000001 73.995000000000019 37.318079750000003 44.249882500000005 39.178027400000005 39.079932600000006 39.105193450000009 38.782330450000011 3.5000000000000004 95.045000000000016 103.03500000000001 106.49500000000002 5.5000000000000009 94.02500000000002 4.5000000000000009 39.596303450000001 38.893394150000006 4.5000000000000009 1.5000000000000002 8.5000000000000018 99.050000000000011 85.020000000000024 39.625203600000013 6.0000000000000009 39.718675700000013 9.5000000000000018 39.135518400000002 20.500000000000004 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 6 8 -8 10 -9 14 15 13 -13 28 -12 17 -4 19 27 -21 22 26 -18 -16 -7 -22 -19 -6 -30
right_child=-2 2 4 -5 5 25 7 9 -10 -11 11 12 -14 -15 24 -17 23 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=84.21716621141978 9.3894616998028706 -73970.377126736115 78857.371415441186 -15348.537404732895 -5818.0094051847109 -100671.75579268293 247940.02567471593 48753.531996527781 -119277.8513356855 -37320.483931361603 -13598.505496701328 31528.785559895834 1259.1516764655858 -73420.3398931962 -32484.038556315107 28952.834809972643 99693.828548177087 -43988.994767515127 75554.948084677424 4084.5646395931603 -84220.352724358978 41174.461661305148 -115305.90508713944 260.94975400028028 -122877.74050713901 -30437.523568677905 -5815.4904104764355 -127559.19248511906 2879.2215030030711 74998.11725050403
leaf_weight=170081 3865320 54 34 327 5816 41 22 90 31 70 176 60 1711 158 120 801 24 62 31 265 39 34 65 27432 29 512 122 42 173 62
leaf_count=170081 3865320 54 34 327 5816 41 22 90 31 70 176 60 1711 158 120 801 24 62 31 265 39 34 65 27432 29 512 122 42 173 62
internal_value=0 -174.082 -1318.05 -23657.1 -1094.2 -3959.34 -2079.09 39725.6 -2911.8 11096.2 -2515.65 4557.33 -3916.16 -44535.3 -5830.82 21287.5 -89.4156 -17389.2 -22347.3 -27172.4 -17155.5 -38804 -50836.1 347.867 -50077.4 -35644.8 -24808 -77738.5 -4741.29 21906.3
internal_weight=0 208484 38403 381 38022 9872 9319 182 9137 160 9106 2906 1929 218 6200 977 28150 694 660 629 525 260 226 27456 149 553 161 104 6051 235
internal_count=4073804 208484 38403 381 38022 9872 9319 182 9137 160 9106 2906 1929 218 6200 977 28150 694 660 629 525 260 226 27456 149 553 161 104 6051 235
is_linear=0
shrinkage=0.1


Tree=3024
num_leaves=31
num_cat=0
split_feature=6 0 0 0 4 2 1 5 0 2 0 4 1 1 4 1 0 2 0 0 4 4 1 3 1 0 0 0 0 4
split_gain=6.37062e+11 1.4747e+12 2.27923e+13 6.79654e+12 4.73682e+12 4.35069e+12 7.68807e+12 5.59807e+12 8.53831e+12 4.21161e+12 8.15756e+12 1.1611e+13 2.51507e+13 6.1987e+12 5.99441e+12 5.85418e+12 4.57566e+12 7.44437e+12 1.01126e+13 7.2064e+12 6.34592e+12 5.36453e+12 1.45568e+13 1.05273e+13 3.25063e+13 5.09627e+12 7.31049e+12 9.09587e+12 1.15891e+13 1.30312e+13
threshold=247.90000000000001 55.014086100000007 55.046782850000007 55.061158000000006 24.500000000000004 9651.0000000000018 82.970388650000018 5.5000000000000009 55.82518790000001 6426.0000000000009 59.939085000000013 9.5000000000000018 30.410676000000006 30.389265100000003 7.5000000000000009 30.624707450000006 56.888401950000009 5325.0000000000009 56.520242650000007 56.818587550000011 6.5000000000000009 7.5000000000000009 65.493200550000012 8.5000000000000018 65.534455000000023 56.309668500000008 56.262014700000009 56.148747500000006 56.020150250000007 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 7 -7 9 -9 10 13 12 -12 14 -5 -15 17 18 25 20 -19 22 -18 24 -23 26 27 28 -17 -30
right_child=1 2 3 4 -6 6 -8 8 -10 -11 11 -13 -14 15 -16 16 21 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.1075437866149662 3233.6295913688082 -83196.600189393954 57385.94460565476 -1411.7740185546875 45004.088926630437 -75822.942410714284 -1417.7958555640244 -17528.50883152174 60059.907559121624 39566.443742187505 -145778.46592261907 12851.107573784722 -4937.7083435058594 -45280.768790409486 74231.703196022732 -5419.8383683810771 15090.526183661101 -39454.337891466865 48653.591844482427 -71133.538164062498 32726.784505208332 4019.117180175781 -69038.165125 -14252.190796638257 160159.20394531253 -38720.831558388156 50902.676472355772 -56892.099817708338 92677.093240017362 -6511.5719544630783
leaf_weight=4070611 1858 33 21 20 23 21 41 23 37 25 21 36 32 29 22 450 116 29 40 30 21 40 25 33 20 38 26 30 27 26
leaf_count=4070611 1858 33 21 20 23 21 41 23 37 25 21 36 32 29 22 450 116 29 40 30 21 40 25 33 20 38 26 30 27 26
internal_value=0 1411.96 -1123.38 956.821 31.7531 -790.476 -26619.5 548.489 30317.7 -1023.83 -1937.2 -30974.3 -60742.5 591.473 38211 -1020.79 328.881 -3633.76 -22.744 -32386.5 -9138.27 12470.8 174.092 31114.3 56065.8 -3284.14 -875.206 -3400.96 -210.629 44018.5
internal_weight=0 3193 1335 1302 1281 1258 62 1196 60 1136 1111 89 53 1022 42 980 951 717 637 80 50 234 141 93 60 597 559 533 503 53
internal_count=4073804 3193 1335 1302 1281 1258 62 1196 60 1136 1111 89 53 1022 42 980 951 717 637 80 50 234 141 93 60 597 559 533 503 53
is_linear=0
shrinkage=0.1


Tree=3025
num_leaves=31
num_cat=0
split_feature=4 5 6 7 4 2 6 0 0 1 4 1 0 6 6 6 4 4 0 6 0 0 0 3 6 4 3 4 4 3
split_gain=6.14242e+11 5.40711e+12 1.15403e+13 1.97221e+13 3.48216e+13 3.98039e+13 1.24818e+14 1.04896e+14 1.39343e+14 7.64349e+13 1.08313e+14 1.18817e+14 9.04754e+13 8.04383e+13 7.53156e+13 7.24325e+13 8.4706e+13 6.66756e+13 8.32693e+13 6.38952e+13 6.23722e+13 5.859e+13 1.39969e+14 5.37936e+13 4.94976e+13 5.37877e+13 4.77383e+13 8.63615e+13 4.57326e+13 6.60394e+13
threshold=9.5000000000000018 1.5000000000000002 39.305000000000007 6.0000000000000009 20.500000000000004 75.000000000000014 43.205000000000005 55.858844800000007 55.622114900000007 37.563506350000004 13.500000000000002 37.46219940000001 55.775215600000003 56.805000000000007 44.820000000000007 46.010000000000012 17.500000000000004 10.500000000000002 55.749683450000006 41.505000000000003 55.79439725000001 55.753967500000009 55.743464250000009 9.5000000000000018 46.805000000000007 17.500000000000004 3.5000000000000004 11.500000000000002 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 -2 4 5 6 19 8 -8 10 -10 23 15 17 -14 -13 -17 18 -11 -4 -16 22 24 -12 25 -19 27 -21 -25 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 13 11 12 14 -15 20 16 -18 21 -20 26 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-41.688052504917735 223.8460763517148 182.10096661866265 -9014.1530794991322 201.30582557641372 -3656.1039810795041 -314.43457917862742 -17805.947563454942 -47573.729105880637 110688.17040447367 83112.685371093758 19613.647990846413 6746.9216881793473 185885.36875000002 -86950.372940340909 -113133.94235733697 205379.17219387757 49399.123064055268 -50207.704878373581 -167856.99158653847 178340.45234375002 42206.804972192796 55960.023141163801 -176310.43260253908 32767.350658482144 54668.530811282981 76392.636857638892 -40035.000338192818 -12611.430392731403 -232358.7832175926 -43541.03093013441
leaf_weight=1892492 476243 1173299 3722 246474 42622 234274 861 294 232 20 217 46 20 77 46 98 54 132 39 26 59 377 40 35 199 45 1409 266 27 59
leaf_count=1892492 476243 1173299 3722 246474 42622 234274 861 294 232 20 217 46 20 77 46 98 54 132 39 26 59 377 40 35 199 45 1409 266 27 59
internal_value=0 36.1683 -133.693 -453.899 -1019.95 -556.944 -7320.48 9131.92 15345.7 31011.7 51902.4 31269.6 74640.3 10930.5 8029.98 116692 149965 19776.6 -82782.5 -16352.2 -25847.2 27407.1 1530.94 -10176.3 20450.2 -18021.2 -32408.6 4391.13 -63601.2 -102821
internal_weight=0 2.18131e+06 1.00801e+06 531770 285296 242674 8400 2977 2683 1822 893 661 323 929 125 198 152 852 59 5423 105 793 416 338 376 177 1701 292 121 86
internal_count=4073804 2181312 1008013 531770 285296 242674 8400 2977 2683 1822 893 661 323 929 125 198 152 852 59 5423 105 793 416 338 376 177 1701 292 121 86
is_linear=0
shrinkage=0.1


Tree=3026
num_leaves=31
num_cat=0
split_feature=4 2 1 4 0 1 0 1 0 1 0 3 4 6 0 0 0 0 6 0 6 1 0 6 7 0 0 6 4 0
split_gain=7.50031e+11 8.50332e+12 2.66873e+13 6.52029e+13 1.1649e+14 6.83129e+13 8.91426e+13 2.84503e+14 1.59593e+14 1.9402e+14 5.98434e+14 1.67677e+14 1.15915e+14 9.15299e+13 9.82581e+13 6.01567e+13 5.92078e+13 5.89847e+13 8.61506e+13 5.68541e+13 5.2189e+13 4.61473e+13 6.27622e+13 4.12119e+13 5.27768e+13 4.08671e+13 6.53771e+13 7.03714e+13 6.11004e+13 9.84773e+13
threshold=22.500000000000004 75.000000000000014 37.543519500000009 25.500000000000004 55.667390500000003 37.682335600000009 55.702806750000008 37.631035900000008 55.82518790000001 37.600779750000008 55.81943720000001 4.5000000000000009 24.500000000000004 50.995000000000012 55.806294650000005 55.696737300000009 55.676890650000011 55.850146250000009 73.995000000000019 55.710673100000008 82.905000000000015 37.729575300000008 55.660117850000006 38.605000000000011 6.0000000000000009 55.768246800000007 55.850146250000009 64.405000000000015 24.500000000000004 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 11 19 -8 15 -13 -15 -6 -14 18 -10 -11 23 -4 -23 -7 -25 28 -27 -28 29 -26
right_child=1 -3 3 -5 5 20 8 -9 17 10 -12 13 16 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-13.018588404056926 1453.2965022035253 375.93000679989427 -1115.8980023497938 2214.0239356306806 -3023.1612079326924 6415.96602726737 -122942.75360557156 -80619.954955929483 70351.38688905297 -184380.96152343752 -510468.79741379316 -16589.33369964232 33386.119407894737 136424.44915660511 468.46346997893261 115111.39566359749 -154541.83177083332 -12240.403379958108 -149485.81773437498 -49816.614997402074 14284.11005123104 66242.098672801047 11019.411643694211 3654.5672801291144 21190.866683018128 13694.841167742294 -49460.559761580917 27776.096930847169 -41797.783395866485 -28355.264263789351
leaf_weight=3730401 27004 280996 4088 15246 52 1416 76 195 164 32 29 166 38 132 89 252 30 2462 20 1669 1110 232 1823 1514 580 856 449 160 1222 1301
leaf_count=3730401 27004 280996 4088 15246 52 1416 76 195 164 32 29 166 38 132 89 252 30 2462 20 1669 1110 232 1823 1514 580 856 449 160 1222 1301
internal_value=0 141.421 -914.485 -2720.54 -6452.85 -11486 -20296.2 17217.6 -24691.8 -44640 -60027.6 12855.8 68503.5 39524.3 81672.9 94904.2 -49523.3 -8158.72 46456 -52348.1 -5953.05 5029.26 17253.8 -8948.95 -12526.2 -17889.1 -4123.43 -29168.5 -24388.1 -13077.9
internal_weight=0 343403 62407 35403 20157 14014 5406 567 4839 2193 1730 463 372 387 221 304 68 2646 184 1701 8608 6143 2055 7498 6082 4568 1465 609 3103 1881
internal_count=4073804 343403 62407 35403 20157 14014 5406 567 4839 2193 1730 463 372 387 221 304 68 2646 184 1701 8608 6143 2055 7498 6082 4568 1465 609 3103 1881
is_linear=0
shrinkage=0.1


Tree=3027
num_leaves=31
num_cat=0
split_feature=4 2 4 0 1 0 6 0 1 1 0 6 0 0 1 6 0 0 6 2 4 5 0 6 0 1 6 5 5 1
split_gain=6.80564e+11 4.12171e+12 6.2932e+12 4.0465e+12 1.13915e+13 1.50174e+13 1.37039e+13 1.24376e+13 1.09975e+13 1.83094e+13 4.93455e+13 3.79305e+13 2.69251e+13 5.39783e+13 4.51527e+13 2.63613e+13 2.52079e+13 2.21724e+13 1.95533e+13 1.54712e+13 1.79067e+13 2.11124e+13 1.57475e+13 3.85831e+13 2.78333e+13 2.02646e+13 1.69126e+13 2.01828e+13 1.47697e+13 1.45653e+13
threshold=5.5000000000000009 14624.000000000002 9.5000000000000018 55.145978450000008 28.601854300000003 57.892117950000006 50.010000000000012 57.719618750000002 60.66055595000001 61.400814300000008 56.986919400000012 96.050000000000011 56.760749800000006 55.768246800000007 60.770858000000011 100.05000000000001 56.818587550000011 57.205086850000008 83.820000000000007 6082.0000000000009 2.5000000000000004 4.5000000000000009 56.385857200000011 88.00500000000001 56.520242650000007 113.48479755000001 88.00500000000001 3.5000000000000004 3.5000000000000004 60.770858000000011
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -5 -6 10 11 16 13 15 -14 -13 -10 -12 -19 -11 -21 22 23 -22 28 26 -26 -28 -24 -18
right_child=1 2 -4 4 8 6 -8 -9 9 19 17 12 14 -15 -16 -17 29 18 -20 20 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-122.59123194561512 -26.335631205723224 29731.681838403569 -24733.832667824074 -13661.868874796155 13.581347739894705 3834.9885157102117 -30204.36125984192 12045.056178136045 2660.2867393402639 1229.7533637686402 -29057.853917491826 116392.21126767114 153485.57105902777 -73099.574659242033 -14130.180095703126 27374.82524475098 5666.2799108240106 5197.6349217918378 -89550.455163043487 3146.7886617330414 -7466.5361469481231 -93746.862545072116 5800.3588149149873 -98532.097805851081 -8655.1534348204532 838.36064909873858 -12347.612918976816 -135982.8699388587 40373.880097656249 18656.94955156682
leaf_weight=572628 2928579 99 27 206 465282 308 192 2179 18840 60513 645 42 45 47 25 160 1784 411 23 5099 4606 26 2495 47 3881 3759 31 23 130 1672
leaf_count=572628 2928579 99 27 206 465282 308 192 2179 18840 60513 645 42 45 47 25 160 1784 411 23 5099 4606 26 2495 47 3881 3759 31 23 130 1672
internal_value=0 -25.5575 18060.5 65.3658 253.374 6521.24 -9236.12 9824.67 221.627 1149.68 3593.46 4590.28 38828.7 23424.8 93622.8 45883.4 4100.42 -17299.1 176.423 431.375 -1972.58 -3713.06 -3556.71 -8386.39 -1378.93 -4412.48 -9428.47 -65007.1 7512.57 11951.1
internal_weight=0 2.9287e+06 126 1.1451e+06 572471 2885 500 2385 569586 104304 23694 22615 319 249 70 202 22296 1079 434 80610 20097 14998 14972 4653 10319 7694 3935 54 2625 3456
internal_count=4073804 2928705 126 1145099 572471 2885 500 2385 569586 104304 23694 22615 319 249 70 202 22296 1079 434 80610 20097 14998 14972 4653 10319 7694 3935 54 2625 3456
is_linear=0
shrinkage=0.1


Tree=3028
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 6 4 1 4 6 6 4 6 5 4 4 5 1 0 1 1 7 6 2 6 5 1 1 4
split_gain=7.15983e+11 7.25583e+12 5.23347e+13 9.26968e+13 7.49008e+13 9.1114e+13 5.99811e+13 5.55955e+13 5.13073e+13 3.74255e+13 3.51236e+13 2.64182e+13 2.29774e+13 2.09694e+13 2.00129e+13 1.97172e+13 6.62028e+13 1.84717e+13 2.40951e+13 1.96685e+13 7.07821e+13 1.834e+13 1.53169e+13 1.5307e+13 1.45698e+13 1.40967e+13 1.75581e+13 1.4081e+13 1.33532e+13 2.8999e+13
threshold=53.341100000000004 54.188398350000007 45.126607350000008 47.504912950000005 37.682335600000009 37.503969450000007 89.00500000000001 7.5000000000000009 54.62357655000001 23.500000000000004 88.00500000000001 75.010000000000005 14.500000000000002 55.015000000000008 1.5000000000000002 11.500000000000002 9.5000000000000018 1.5000000000000002 55.90712030000001 53.888505650000006 72.839788400000018 56.805602900000004 6.0000000000000009 75.010000000000005 4244.5000000000009 54.990000000000002 1.5000000000000002 59.317422600000008 49.300375350000003 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 6 5 -2 10 -6 9 14 13 -9 -8 25 -5 16 24 21 -19 -20 27 -10 -18 -11 28 -4 -27 -21 29 -16
right_child=1 -3 3 8 7 -7 12 11 17 23 -12 -13 -14 -15 15 -17 22 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=72.086445871026271 -39258.417089600429 3.0901645850831794 6528.4111015751514 -1622.7725067057181 -15267.295282328101 32807.575661404429 73391.870864576791 -48883.499297580951 -5067.1246747861342 -42720.260226004466 -85585.243830128209 -144022.49688110352 -20489.847584635419 17672.322688399519 14390.869400239033 -22253.65734890258 5733.7791057233626 14979.118196862008 -1219.5705276162623 16663.478387966963 -29116.459755226315 3302.4936045652912 32710.130010910223 -139228.20750868056 -76543.510248161765 -69577.206974431814 11879.277278645834 -6959.2418403899928 -13010.805119025004 -18191.218016467854
leaf_weight=1029601 243 2950776 4299 4962 2366 631 199 332 3038 42 39 32 30 2158 583 1080 443 886 44680 639 1075 18943 401 27 34 55 51 417 5228 514
leaf_count=1029601 243 2950776 4299 4962 2366 631 199 332 3038 42 39 32 30 2158 583 1080 443 886 44680 639 1075 18943 401 27 34 55 51 417 5228 514
internal_value=0 -24.3809 -892.019 -417.933 -12707.7 12770.9 10779.4 -20864.6 -1339.58 -7027.65 9034.2 -57247.4 61093 9596.47 -6644.98 -9653.57 -7764.34 -252.704 -1358.01 -1667.23 -11053.1 2145.73 18550.7 -80484.2 -11257 5640.12 -30385.9 7335.19 -10906.1 -875.487
internal_weight=0 3.0442e+06 93427 89823 3604 874 6831 2730 82992 13314 6602 364 229 6563 13245 8283 7203 69678 47697 46811 2131 21981 844 69 6359 4405 106 1056 6325 1097
internal_count=4073804 3044203 93427 89823 3604 874 6831 2730 82992 13314 6602 364 229 6563 13245 8283 7203 69678 47697 46811 2131 21981 844 69 6359 4405 106 1056 6325 1097
is_linear=0
shrinkage=0.1


Tree=3029
num_leaves=31
num_cat=0
split_feature=0 6 6 7 3 4 1 2 6 1 0 1 6 5 1 4 0 6 0 0 6 4 3 4 4 0 6 0 6 6
split_gain=7.27579e+11 4.79968e+12 3.45099e+13 2.03567e+13 3.01704e+13 2.38917e+13 3.70385e+13 4.77008e+13 3.03333e+13 2.70977e+13 2.57136e+13 3.42045e+13 4.22808e+13 3.47821e+13 2.63592e+13 2.46518e+13 2.44565e+13 3.0423e+13 2.41837e+13 2.43896e+13 4.35555e+13 5.05206e+13 3.09304e+13 2.35898e+13 3.03658e+13 5.2511e+13 2.35232e+13 2.35004e+13 2.31401e+13 3.45931e+13
threshold=54.94110555000001 63.855000000000011 62.010000000000012 6.0000000000000009 8.5000000000000018 19.500000000000004 38.109452700000006 2882.5000000000005 97.020000000000024 83.754481100000007 45.036141150000006 38.989878900000008 122.65000000000002 1.5000000000000002 39.004719500000007 14.500000000000002 54.762682300000009 92.02500000000002 54.762682300000009 54.724612400000005 70.00500000000001 9.5000000000000018 5.5000000000000009 8.5000000000000018 15.500000000000002 45.015054600000006 68.00500000000001 53.341100000000004 89.00500000000001 88.00500000000001
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 -3 6 18 10 9 -9 11 12 23 -13 -15 -10 -12 -18 19 -5 21 22 -21 -8 26 -26 -25 -11 29 -6
right_child=-2 3 -4 5 28 -7 7 8 15 27 16 13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=75.975173115664944 -28.950499500450146 -63.95381186908444 3814.4060400291564 -4356.1765332945788 -3488.2545100859024 -2299.6112172182325 -10721.464558593751 1483.7593512577121 -2668.7423334652303 7743.0195185067714 5444.4088961482485 -80806.842357772446 154806.24569163602 -56743.512300857845 15917.302300930183 -20230.402370868542 45288.673042805989 -79988.672470238103 -26858.912888652147 36329.905903764207 1633.1266061878314 -3832.2639477949874 115138.58099244506 24344.096451822916 92063.300461647741 -66246.789165039067 145595.85815429688 35752.708809016302 409.56578112659753 -28070.815322434002
leaf_weight=946384 2772653 198891 25354 8907 43954 14624 75 16453 4098 1070 14685 39 34 51 2372 993 252 21 396 110 2617 156 91 24 44 40 48 416 18372 580
leaf_count=946384 2772653 198891 25354 8907 43954 14624 75 16453 4098 1070 14685 39 34 51 2372 993 252 21 396 110 2617 156 91 24 44 40 48 416 18372 580
internal_value=0 61.6913 173.516 -268.181 -667.689 1278.64 2266.12 3717.86 718.417 2651.79 7623.84 16554.3 50690.9 12880 14387.9 -6094.15 5995.73 35652 -2548.39 -1738.11 6102.88 38868.5 72009.5 35366.5 57524.2 16677.5 105179 15584.2 -2576.53 -3808.41
internal_weight=0 1.30115e+06 971738 329413 261797 67616 52992 40715 23030 17939 17685 2727 265 2462 2423 5091 14958 273 12277 11881 2974 357 201 231 156 84 72 1486 62906 44534
internal_count=4073804 1301151 971738 329413 261797 67616 52992 40715 23030 17939 17685 2727 265 2462 2423 5091 14958 273 12277 11881 2974 357 201 231 156 84 72 1486 62906 44534
is_linear=0
shrinkage=0.1


Tree=3030
num_leaves=31
num_cat=0
split_feature=4 6 2 0 7 6 1 1 3 6 6 3 1 0 1 5 0 6 1 0 4 6 6 6 0 0 0 0 1 4
split_gain=7.49746e+11 7.47241e+12 3.77936e+13 3.26436e+13 1.82007e+13 2.34354e+13 2.2275e+13 5.14807e+13 3.92852e+13 3.67278e+13 4.56147e+13 2.40282e+13 2.02746e+13 1.71186e+13 1.67786e+13 1.71756e+13 1.68937e+13 1.62416e+13 2.78477e+13 1.66741e+13 1.50921e+13 1.73264e+13 2.54694e+13 3.48787e+13 1.45942e+13 1.42675e+13 3.13575e+13 2.54739e+13 3.69993e+13 3.29598e+13
threshold=22.500000000000004 37.995000000000012 2691.5000000000005 55.685785750000008 6.0000000000000009 29.015000000000004 37.488790500000007 37.503969450000007 11.500000000000002 30.425000000000001 33.585000000000008 2.5000000000000004 37.702956500000006 55.660117850000006 30.472130500000002 1.5000000000000002 59.905532300000012 37.705000000000005 82.93515810000001 55.050541250000002 27.500000000000004 34.605000000000011 33.585000000000008 30.425000000000001 55.633951400000008 59.882709350000006 59.864072000000007 59.905532300000012 30.438492500000006 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 13 5 -5 14 8 -8 -9 12 -12 -11 20 15 -7 -17 -4 -19 -20 21 22 23 24 -2 26 -6 28 29 -27
right_child=1 -3 17 4 25 6 7 9 -10 10 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-13.016112478560411 4086.6641158368907 369.14110253704666 -3555.8133762169041 -15174.510001502405 -2892.6742802384729 6817.5169048347716 188051.35596354166 108220.34983809621 38950.279237827039 -95720.611541863211 -53005.639107998941 23677.451322066223 -11794.615767609128 13367.16724620477 -4551.466549245084 -42344.990651318709 334.31175847915711 1545.7366877225459 -43690.372330904647 4506.4871971558996 -20283.668446260344 10945.314388886836 -15978.228390250879 34960.921132646043 -21810.301142789656 108970.09599471831 -24989.907522962221 -1174.7858726792651 8059.0509367816721 -421.93637152777774
leaf_weight=3730401 1015 277303 22198 650 12841 6160 30 38 43 53 44 573 63 2652 2225 141 271 407 371 89 255 2280 787 330 277 71 676 9904 1611 45
leaf_count=3730401 1015 277303 22198 650 12841 6160 30 38 43 53 44 573 63 2652 2225 141 271 407 371 89 255 2280 787 330 277 71 676 9904 1611 45
internal_value=0 141.395 -814.049 936.5 -338.587 3204.05 4443.14 19961.4 100225 12361.9 7392.47 18209 -50140.1 6885.39 2954.29 5495.41 -14272 -4080.25 -17507.4 -34365.3 3408.52 4696.96 -1216.79 5945.51 -1465.55 -1788.3 -3997.78 779.464 11986.7 66533.5
internal_weight=0 343403 66100 43035 35439 10291 9641 844 73 771 733 617 116 7596 8797 6572 412 23065 867 460 4944 4689 2409 1622 1292 25148 13517 11631 1727 116
internal_count=4073804 343403 66100 43035 35439 10291 9641 844 73 771 733 617 116 7596 8797 6572 412 23065 867 460 4944 4689 2409 1622 1292 25148 13517 11631 1727 116
is_linear=0
shrinkage=0.1


Tree=3031
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 1 0 4 4 4 4 0 4 3 6 6 4 3 5 0 0 0 4 4 3 6 1 0 7
split_gain=6.82832e+11 3.42028e+12 4.31678e+13 3.61828e+13 4.45311e+13 3.84999e+13 3.28251e+13 6.02602e+13 5.95192e+13 5.84578e+13 4.88967e+13 4.1107e+13 3.71593e+13 3.47574e+13 2.52506e+13 2.48494e+13 2.29394e+13 2.28572e+13 3.44732e+13 2.93212e+13 2.28362e+13 3.2789e+13 9.53445e+13 6.87181e+13 5.69218e+13 6.75905e+13 4.14894e+13 3.42076e+13 3.15949e+13 5.68989e+13
threshold=83.000013850000016 82.92647190000001 55.111813300000001 54.916864950000011 138.05000000000004 82.981285100000022 82.918694400000007 55.030407050000001 20.500000000000004 10.500000000000002 5.5000000000000009 15.500000000000002 55.043091000000011 21.500000000000004 3.5000000000000004 76.00500000000001 71.715000000000018 9.5000000000000018 1.5000000000000002 1.5000000000000002 54.94110555000001 54.962581500000006 54.998919050000005 6.5000000000000009 19.500000000000004 4.5000000000000009 56.805000000000007 82.958608050000009 55.007293000000011 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 10 9 12 -8 14 -9 17 -11 16 -7 18 -12 -19 -5 -22 23 -23 25 27 -27 -25 29 -24
right_child=-2 2 -4 20 -6 15 7 8 -10 11 13 -13 -14 -15 -16 -17 -18 19 -20 -21 21 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=6.3363568513438837 -112.99722830924371 672.62272621840748 -7131.7145075554035 5147.6657547463037 -147934.98379755436 -19095.117275970399 3202.1664550756154 23909.495806385872 -59825.727911931826 21944.772900390628 -33612.989262974945 15178.227029748967 -3421.4077636768388 16842.007379579285 85084.472497709299 -67032.604422701334 41145.277833880798 -7931.4291900256976 -3821.6574998020728 -25504.912936655681 -557.08227537525761 -10801.001628595483 -16077.625221927319 41372.551744495744 5150.8061881278718 21659.195535494437 48196.165663691128 4172.8525972971411 1195.9922861085597 4084.6381679300957
leaf_weight=3266650 472727 2091 7574 10790 23 1497 2432 575 143 104 454 823 3689 370 162 104 66 1454 2689 2736 152614 1206 2937 286 3442 1285 1088 1822 129297 2674
leaf_count=3266650 472727 2091 7574 10790 23 1497 2432 575 143 104 454 823 3689 370 162 104 66 1454 2689 2736 152614 1206 2937 286 3442 1285 1088 1822 129297 2674
internal_value=0 14.8336 327.546 509.077 -9213.76 -8364.75 -15.5391 -4587.19 3844.42 5545.3 -9159.47 26223.7 264.162 -13062.3 60398.3 -19700.8 -16551.4 -14571.2 -8124.96 -19406.6 628.652 464.283 1546.47 11437 14821.9 22250.6 33826.2 9219.87 877.194 -6469.02
internal_weight=0 3.60108e+06 318796 311222 3781 3758 3.28228e+06 15631 5496 5353 10135 1089 4264 7703 266 1667 1563 7333 3143 4190 307441 296651 144037 9129 7923 4481 2373 2108 134908 5611
internal_count=4073804 3601077 318796 311222 3781 3758 3282281 15631 5496 5353 10135 1089 4264 7703 266 1667 1563 7333 3143 4190 307441 296651 144037 9129 7923 4481 2373 2108 134908 5611
is_linear=0
shrinkage=0.1


Tree=3032
num_leaves=31
num_cat=0
split_feature=6 4 2 0 1 3 3 2 5 5 2 0 1 1 0 3 3 0 1 1 4 4 1 1 4 1 0 1 0 0
split_gain=7.60543e+11 1.67032e+12 7.39434e+12 6.15489e+12 5.80284e+12 3.62219e+12 2.14546e+12 1.67961e+12 1.08957e+13 1.56994e+13 1.91131e+13 2.33957e+13 1.26967e+13 1.20217e+13 9.56683e+12 9.22676e+12 1.49962e+13 1.4011e+13 8.50205e+12 7.88892e+12 6.93307e+12 7.82547e+12 1.38798e+13 7.60065e+12 7.43286e+12 2.25707e+13 1.69554e+13 1.41184e+13 1.18288e+13 1.15854e+13
threshold=247.90000000000001 19.500000000000004 3999.0000000000005 56.850115550000005 39.105193450000009 20.500000000000004 16.500000000000004 2875.5000000000005 6.5000000000000009 4.5000000000000009 2632.5000000000005 45.177967300000006 30.389265100000003 37.957884500000006 44.046956350000009 11.500000000000002 9.5000000000000018 55.026775150000006 56.02161850000001 86.169282750000022 8.5000000000000018 5.5000000000000009 38.989878900000008 53.252814850000007 9.5000000000000018 39.908802000000009 54.707511300000007 37.318079750000003 55.743464250000009 56.342669500000007
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 9 12 13 -12 -2 -11 -14 16 -9 -17 20 -20 21 23 -23 -16 26 27 -22 -26 -29 -28
right_child=1 2 -4 -5 -6 -7 -8 15 -10 10 11 -13 14 -15 18 17 -18 -19 19 -21 24 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-1.2101262107042012 45798.214366100685 23797.236127533786 -62416.6806640625 48348.036860795459 -56519.794252232154 -27441.607457386366 25010.636484375002 3366.7980188462025 63679.974718750003 -32549.488722826089 -26291.086552734378 -128621.30684853833 -56578.357343750009 66700.638221153858 1983.4365791039963 92214.402842133626 -61789.519862196175 -619.47757865287167 -88217.839746093756 -1440.3263782848012 38329.612718750002 90468.142846679693 -5049.3330818965514 56275.85524553572 -74054.3515625 100775.9812686012 -87997.398428622168 -10975.611331715305 53487.848003472231 879.58978160511367
leaf_weight=4070611 62 37 22 22 21 22 40 1881 25 23 80 31 30 26 326 29 36 37 20 22 25 32 29 28 28 21 44 136 36 22
leaf_count=4070611 62 37 22 22 21 22 40 1881 25 23 80 31 30 26 326 29 36 37 20 22 25 32 29 28 28 21 44 136 36 22
internal_value=0 1542.74 -9835.83 1505.13 -11376.7 4691.23 2002.48 1698.64 -1543.63 -3140.69 -31906.1 -54869.8 2204.79 20113.8 -1177.92 3408.89 2143.21 40171.2 983.341 -42763 3510.64 11978 45058.2 6277.75 -7752.05 2152.28 -31805.4 -8203.21 2516.74 -58371.7
internal_weight=0 3193 124 102 80 59 3069 3029 1046 1021 160 111 861 49 799 1983 1917 66 769 42 727 415 61 354 312 221 91 200 172 66
internal_count=4073804 3193 124 102 80 59 3069 3029 1046 1021 160 111 861 49 799 1983 1917 66 769 42 727 415 61 354 312 221 91 200 172 66
is_linear=0
shrinkage=0.1


Tree=3033
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 0 6 0 0 0 0 0 6 0 6 0 0 1 4 0 4 0 6 6 6 4 4 4 7 4
split_gain=6.67415e+11 5.92594e+12 2.01957e+13 4.40328e+13 5.50976e+13 4.51943e+13 4.84337e+13 6.36281e+13 4.36836e+13 1.43775e+14 6.96687e+13 1.22867e+14 6.79951e+13 6.22771e+13 5.69931e+13 5.35296e+13 5.04927e+13 7.49975e+13 7.25159e+13 6.3287e+13 7.66169e+13 8.25626e+13 7.70561e+13 1.0198e+14 5.55711e+13 4.79185e+13 7.39213e+13 1.01358e+14 9.21384e+13 5.22294e+13
threshold=10.500000000000002 37.957884500000006 37.897576350000001 75.000000000000014 55.696737300000009 55.702806750000008 51.015000000000008 55.721784200000009 55.82518790000001 55.834019500000004 55.702806750000008 55.721784200000009 81.705000000000013 55.759969450000007 41.005000000000003 55.768246800000007 55.649510000000014 37.924401400000008 15.500000000000002 55.676890650000011 18.500000000000004 55.696737300000009 66.50500000000001 60.605000000000011 72.50500000000001 24.500000000000004 16.500000000000004 15.500000000000002 6.0000000000000009 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 -4 -6 -7 -8 10 12 16 14 -10 -13 -12 -15 17 -5 24 -18 -21 -22 23 -23 -19 26 27 29 -28 -17
right_child=1 -3 3 8 5 6 7 -9 9 -11 11 13 -14 15 -16 25 19 18 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=31.32187609282046 72.059211048331449 -222.86296566703632 -45553.376509275782 1068.2705648083197 8290.2102291155934 4437.747170206706 -24922.798870375285 124574.31714709052 -25919.714079746685 7204.2035234643117 21129.489728861008 -31694.592945696251 -121367.62875976563 144531.64669858871 65338.275919443477 64025.196964326751 -22081.921361926503 81654.748903245199 28202.576585862742 20812.812613036098 6604.9935331984925 -20373.121194587235 -74967.030712357955 171528.84094827587 259996.53908110122 42859.64886199154 13082.456140910825 77574.431474134661 -41115.218829634061 -26902.185015224055
leaf_weight=2547999 631593 872386 311 1097 2269 1200 1557 29 1113 4027 504 341 80 31 692 85 1162 104 627 1689 1686 614 275 29 21 421 820 288 508 246
leaf_count=2547999 631593 872386 311 1097 2269 1200 1557 29 1113 4027 504 341 80 31 692 85 1162 104 627 1689 1686 614 275 29 21 421 820 288 508 246
internal_value=0 -52.3056 175.407 3166.06 -4700.61 -2187.21 -10720.3 -22189.2 5730.61 -1828.87 9241.33 19966.1 -32320.2 8293.16 46708.5 13977.1 3461.93 17743.1 42067.9 -1378.74 4225.06 -6534.05 -30665.2 -11718.1 111616 12268 5653.17 34193.3 -7649.79 -3552.25
internal_weight=0 1.5258e+06 653419 21826 5366 5055 2786 1586 16460 5220 11240 3936 1193 2740 1196 2399 7304 1849 752 5455 4293 2604 918 643 125 2368 1947 619 1328 331
internal_count=4073804 1525805 653419 21826 5366 5055 2786 1586 16460 5220 11240 3936 1193 2740 1196 2399 7304 1849 752 5455 4293 2604 918 643 125 2368 1947 619 1328 331
is_linear=0
shrinkage=0.1


Tree=3034
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 6 6 4 4 1 4 1 4 0 1 6 7 7 6 6 6 6 0 4 6 6 1 6 4 6
split_gain=7.3177e+11 1.21723e+13 2.8002e+13 4.42335e+13 3.4055e+13 2.53348e+13 2.04502e+13 1.96843e+13 1.85829e+13 6.39104e+13 2.93022e+13 6.69332e+13 2.51037e+13 3.84992e+13 2.99726e+13 3.00443e+13 2.82829e+13 2.82139e+13 2.27013e+13 1.71677e+13 1.59892e+13 1.56813e+13 1.80893e+13 1.83039e+13 3.62439e+13 2.30675e+13 2.44174e+13 1.5444e+13 2.23501e+13 1.49183e+13
threshold=55.183288250000011 55.145978450000008 61.273924650000005 75.605000000000004 61.29689960000001 122.65000000000002 116.05000000000001 12.500000000000002 19.500000000000004 61.400814300000008 15.500000000000002 61.335446300000008 9.5000000000000018 55.161746650000005 61.400814300000008 79.710000000000022 6.0000000000000009 6.0000000000000009 168.45000000000002 130.05000000000004 95.045000000000016 168.45000000000002 55.173955500000005 2.5000000000000004 96.050000000000011 103.03500000000001 61.381045500000006 57.995000000000012 21.500000000000004 59.505000000000003
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 -3 6 -5 7 20 10 19 12 29 14 -14 15 -6 21 -15 -13 27 -4 22 23 -17 -25 -26 -27 -10 -29 -12
right_child=-2 2 4 5 8 -7 -8 -9 9 -11 11 18 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=5.4101473672448837 -42.487948187381939 -1861.6288278110246 6551.8536444785123 -25327.147882848672 7412.2452855057145 -109803.23746916119 -35213.602979040661 21795.30486685444 -3016.7614894975936 56376.089413060901 1738.7680605591847 21924.673176298147 -10265.795562864749 24.73216044582573 608.43172913074454 -86.098559570312503 -19337.14563419118 21189.548534048146 -67125.166325431041 35425.917168674699 96296.790957031248 -7247.5106370192316 23669.964282053414 41180.53703878785 208551.09600360578 167178.34649939905 36711.022753906254 -39262.699078485559 -10548.235937076228 -23258.320974686849
leaf_weight=1996440 2031843 5757 2685 540 5540 38 93 1408 1330 156 476 2229 3903 8093 10081 32 85 683 29 83 20 52 141 100 26 26 32 367 1037 479
leaf_count=1996440 2031843 5757 2685 540 5540 38 93 1408 1330 156 476 2229 3903 8093 10081 32 85 683 29 83 20 52 141 100 26 26 32 367 1037 479
internal_value=0 42.2774 1659.19 -4509.33 2656.42 -30880.9 11158 12206.5 1634.19 -5928.42 2336.64 11394.5 1325.92 -2002.9 3944.98 9519.36 33149.7 1671.9 20781 -9378.73 7215.4 44057.7 51530.8 69717.7 81857.5 130282 95196.4 -10738.9 -18054.1 -10799
internal_weight=0 2.04196e+06 45521 6335 39186 578 4206 4113 34980 2973 32007 3213 28794 12679 16115 6034 494 8776 2258 2817 2705 409 357 216 184 84 58 2734 1404 955
internal_count=4073804 2041961 45521 6335 39186 578 4206 4113 34980 2973 32007 3213 28794 12679 16115 6034 494 8776 2258 2817 2705 409 357 216 184 84 58 2734 1404 955
is_linear=0
shrinkage=0.1


Tree=3035
num_leaves=31
num_cat=0
split_feature=0 1 1 4 1 4 1 0 0 4 4 0 6 6 4 4 6 5 6 0 6 6 1 4 6 1 6 4 4 6
split_gain=7.15465e+11 4.86236e+12 2.29238e+13 3.4983e+13 2.6534e+13 2.5295e+13 1.93321e+13 3.8489e+13 3.35594e+13 4.73426e+13 2.52086e+13 2.90847e+13 3.12433e+13 2.67933e+13 2.40546e+13 2.24765e+13 2.2075e+13 2.06566e+13 2.72276e+13 2.15063e+13 2.01706e+13 2.00951e+13 1.98965e+13 1.90112e+13 3.3741e+13 1.79067e+13 1.74396e+13 1.51263e+13 1.37519e+13 1.45496e+13
threshold=54.94110555000001 56.02161850000001 82.886781200000016 5.5000000000000009 59.317422600000008 30.500000000000004 54.62357655000001 53.506098950000009 52.516286950000008 12.500000000000002 21.500000000000004 54.73499850000001 149.05000000000004 94.02500000000002 5.5000000000000009 16.500000000000004 70.50500000000001 3.5000000000000004 92.02500000000002 54.724612400000005 40.905000000000008 110.01500000000001 55.90712030000001 6.5000000000000009 99.050000000000011 61.511492200000006 110.01500000000001 3.5000000000000004 3.5000000000000004 82.905000000000015
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 6 3 4 -3 23 -1 8 9 21 11 20 13 -13 27 -15 -16 18 -12 -20 22 -8 -9 24 -5 -6 -17 -10 -27 -30
right_child=-2 2 -4 5 25 -7 7 10 14 -11 17 12 -14 15 16 26 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=61.604062674577108 -28.708483738649512 2768.4885761296396 93.655688436072367 -18042.343017262749 -14941.339767303918 42976.106170358013 16763.453292863938 7718.0095671084491 11656.729343707999 -4317.6756005422094 -2011.8985051053369 10355.202844131645 -79036.047748766447 52571.078134611831 -15532.017295035261 35312.444718070656 -52198.204598687618 39585.339766960475 -107452.25385298296 -9131.5050575086807 5595.5756220838939 117741.18343750002 -3975.0926498639633 -6173.0287283626667 -111283.85529119319 2326.2939516011952 -90731.17395833334 -7669.0593576760002 -5725.478147789122 -57527.617924360791
leaf_weight=1045093 2772653 12932 177124 329 1359 103 1349 1989 465 2905 5883 5509 38 254 1012 23 196 117 44 45 14246 20 5422 14319 44 3296 21 3139 3820 55
leaf_count=1045093 2772653 12932 177124 329 1359 103 1349 1989 465 2905 5883 5509 38 254 1012 23 196 117 44 45 14246 20 5422 14319 44 3296 21 3139 3820 55
internal_value=0 61.1756 -375.291 -2666.2 -87.1805 -6407.4 146.794 2232.97 -3541.29 2907.32 3794.85 5083.85 11343.6 11935 -9268.92 41140.6 -21481.2 -2027.15 -2842.4 -57739.5 3394.41 18238.7 -836.841 -6753.61 -29041.3 -4416.55 -24844.7 -5175.58 -2421.96 -6460.73
internal_weight=0 1.30115e+06 213381 36257 21462 14795 1.08777e+06 42677 9086 4274 33591 27502 5845 5807 4812 298 1208 6089 5972 89 21657 1369 7411 14692 373 8530 44 3604 7171 3875
internal_count=4073804 1301151 213381 36257 21462 14795 1087770 42677 9086 4274 33591 27502 5845 5807 4812 298 1208 6089 5972 89 21657 1369 7411 14692 373 8530 44 3604 7171 3875
is_linear=0
shrinkage=0.1


Tree=3036
num_leaves=31
num_cat=0
split_feature=3 4 2 6 6 1 5 6 1 1 6 6 6 1 6 0 1 1 1 1 6 1 6 0 1 6 1 1 6 0
split_gain=6.83028e+11 7.90613e+12 1.77314e+13 2.31139e+13 4.0512e+13 2.73702e+13 3.85264e+13 2.45947e+13 2.14239e+13 3.28365e+13 2.00763e+13 2.63462e+13 3.01076e+13 2.30315e+13 2.24049e+13 2.19466e+13 2.07374e+13 6.15232e+13 2.57413e+13 2.04021e+13 2.16689e+13 2.87452e+13 1.94883e+13 1.80668e+13 2.52907e+13 1.73508e+13 2.42983e+13 1.70454e+13 3.33598e+13 2.47662e+13
threshold=7.5000000000000009 8.5000000000000018 2506.0000000000005 55.805000000000007 68.00500000000001 37.46219940000001 2.5000000000000004 54.410000000000004 37.618684050000006 37.475446350000006 61.025000000000006 85.020000000000024 88.825000000000003 30.410676000000006 60.305000000000007 59.982409200000006 30.277905650000005 30.260128500000004 30.242318500000007 38.999037500000007 54.010000000000012 30.315889700000003 66.010000000000005 59.91832440000001 30.323041000000003 58.045000000000009 37.71815560000001 30.303340300000002 72.50500000000001 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -2 9 -5 14 13 -13 15 16 27 17 18 -4 20 21 -18 25 24 -22 -10 -27 29 -29 -12
right_child=1 -3 10 4 5 -7 -8 -9 22 -11 11 12 -14 -15 -16 -17 19 -19 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-27.318888467656901 -877.06611854055086 78.998709906828765 11766.002515139997 11564.688695271811 169493.71242187501 -19258.968524380391 4298.2522623697914 -86050.092339409734 84437.847460937512 114182.51142687851 -63128.372861426767 65624.610570549252 -5318.5162585048056 -14276.65193465475 66012.062810905612 -124916.96000504034 91665.046274038468 124385.79163345027 -100324.92526633524 318.79858336423172 43493.41552083334 -15762.175061982076 108847.14724702382 -115003.97827280406 -66731.17579273897 -79133.172113715278 30042.696600731382 -142243.25897435899 -5631.2403764204546 1399.1550446990352
leaf_weight=2818986 582 1248661 298 48 20 232 48 36 21 89 99 66 639 879 49 31 26 49 22 1870 30 593 21 37 68 36 47 39 33 149
leaf_count=2818986 582 1248661 298 48 20 232 48 36 21 89 99 66 639 879 49 31 26 49 22 1870 30 593 21 37 68 36 47 39 33 149
internal_value=0 61.3727 -3513.24 7507.97 22184.4 -2906.3 52885.2 -5838.6 50914.3 78228.8 -6126.27 -14089.6 1322.97 -22923.7 -1060.81 -44578.3 -2158.89 20038 4059.75 -5280.33 -19166.8 -11249.9 20977.6 -55467.1 -32989 3234.69 -17310.7 -36795.5 -79629.4 -24359.8
internal_weight=0 1.25482e+06 6157 1180 562 300 68 618 262 137 4977 1935 705 1230 3042 351 2993 369 320 2624 754 619 125 135 98 104 83 320 72 248
internal_count=4073804 1254818 6157 1180 562 300 68 618 262 137 4977 1935 705 1230 3042 351 2993 369 320 2624 754 619 125 135 98 104 83 320 72 248
is_linear=0
shrinkage=0.1


Tree=3037
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 1 4 4 6 6 6 4 1 4 4 1 4 6 1 6 4 6 6 3 4 6 6 6 6 6
split_gain=6.67386e+11 4.10153e+12 2.49327e+13 3.33759e+13 8.86099e+13 6.0252e+13 1.08956e+14 5.56401e+13 4.56077e+13 5.58202e+13 4.37462e+13 4.30198e+13 3.99385e+13 4.5421e+13 3.64723e+13 5.19822e+13 5.40983e+13 6.33613e+13 3.65695e+13 3.37859e+13 3.25728e+13 3.63158e+13 6.01579e+13 2.90829e+13 2.75286e+13 2.52428e+13 3.67844e+13 3.64129e+13 3.74402e+13 3.11173e+13
threshold=42.005000000000003 59.882709350000006 59.864072000000007 30.303340300000002 30.362494150000003 30.438492500000006 15.500000000000002 6.5000000000000009 97.020000000000024 72.50500000000001 108.05000000000001 6.5000000000000009 30.472130500000002 25.500000000000004 14.500000000000002 30.315889700000003 9.5000000000000018 92.02500000000002 30.330566300000005 62.010000000000012 12.500000000000002 81.02500000000002 62.995000000000012 1.5000000000000002 8.5000000000000018 89.00500000000001 77.010000000000005 94.02500000000002 101.02000000000002 81.705000000000013
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 11 7 6 19 8 9 -5 12 -4 13 25 15 20 -17 18 -18 -6 21 22 -9 -20 -13 26 -7 -27 -29 -28
right_child=1 -3 3 4 5 10 -8 14 -10 -11 -12 24 -14 -15 -16 16 17 -19 23 -21 -22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=56.020513511036647 -13.318623445325342 -455.26740435732455 13040.977898349556 -10860.410218772133 -11214.157983172381 21384.58672550297 49412.822779224545 65832.791747271825 -122498.40976562501 61789.504059525047 125192.87520680149 -44402.99451898798 -7815.8474867352315 -55909.037442407855 8539.0994866751771 16112.517708102139 -5643.8806477864591 -92457.146726190476 3259.6560096153848 -43295.230023667071 221466.68508522731 -12877.041608796297 244241.27366898151 115622.75538463028 -7313.4210795886411 -61115.118631663609 119477.30003035262 64657.149561752507 -46798.148144531253 29506.673205566407
leaf_weight=1397217 2458419 208390 1116 353 1431 1479 270 63 27 151 34 222 794 78 223 352 36 21 26 426 22 27 27 202 2030 85 74 81 48 80
leaf_count=1397217 2458419 208390 1116 353 1431 1479 270 63 27 151 34 222 794 78 223 352 36 21 26 426 22 27 27 202 2030 85 74 81 48 80
internal_value=0 -29.2435 6.7257 5046.34 9281.29 2697.93 -9943.47 30279.2 4122.47 10905.7 12464.8 -3013.65 11055.2 18838.9 44182.3 54425.2 42335 74722 88020.3 -18573.6 109831 88840.2 119355 102809 -10969.7 21995.6 26227.6 -10298.4 23185.4 72739.3
internal_weight=0 2.67659e+06 2.4682e+06 9778 6410 4880 2127 1530 531 504 2753 3368 2719 1925 999 776 637 285 264 1857 139 117 90 228 2252 1847 1633 214 129 154
internal_count=4073804 2676587 2468197 9778 6410 4880 2127 1530 531 504 2753 3368 2719 1925 999 776 637 285 264 1857 139 117 90 228 2252 1847 1633 214 129 154
is_linear=0
shrinkage=0.1


Tree=3038
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 0 6 1 4 0 4 4 5 6 6 1 4 6 4 0 0 3 1 6 6 1 4 4 4 1
split_gain=6.67661e+11 9.44661e+12 2.16558e+13 3.67893e+13 3.31213e+13 2.73568e+13 2.35935e+13 3.30881e+13 1.98972e+13 1.78139e+13 3.49923e+13 2.4746e+13 1.79376e+13 2.31079e+13 1.79037e+13 2.1513e+13 1.98489e+13 1.72762e+13 1.70711e+13 1.70153e+13 2.34231e+13 3.86316e+13 1.75234e+13 1.65119e+13 2.78913e+13 8.05771e+13 4.39818e+13 2.39815e+13 1.98745e+13 1.83689e+13
threshold=4.5000000000000009 44.628646350000004 39.723160900000003 39.749243900000003 38.948208550000011 57.634352600000007 122.65000000000002 39.908802000000009 5.5000000000000009 44.249882500000005 11.500000000000002 12.500000000000002 8.5000000000000018 247.90000000000001 112.00500000000001 39.939672500000007 3.5000000000000004 168.45000000000002 3.5000000000000004 44.601833250000006 44.739668300000005 8.5000000000000018 30.362494150000003 77.565000000000012 101.02000000000002 39.079932600000006 7.5000000000000009 13.500000000000002 3.5000000000000004 39.703507450000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -7 -8 -4 10 12 -11 13 14 16 -16 -5 -13 -9 -2 21 -21 -22 27 25 26 -25 28 -6 -26
right_child=1 -3 3 5 23 6 7 18 -10 11 -12 17 -14 -15 15 -17 -18 -19 -20 20 22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-2.4102436690802049 -54575.660019841271 3379.2690328700382 -15971.915727306548 126379.07622514205 -58098.480431547621 -16425.309453125003 173163.41178977274 -31268.158488581732 -104829.76826636906 -25683.167181783429 -124571.128125 4209.4785413240133 -81434.629726562503 120360.31914062501 46551.099568965525 -23527.266576786147 22167.38879665799 103126.62921195652 75705.004944196422 101234.48280526622 3861.2622824316554 -36099.182729640153 -8738.3472382941709 53666.248390794841 8321.4814844016946 -12490.13275166496 238838.14806034483 -80484.446938590117 64956.165282505579 46265.333733258929
leaf_weight=4059415 63 6820 42 22 21 55 22 26 63 836 20 76 20 20 58 179 108 23 35 54 1957 33 2532 23 966 61 29 43 35 147
leaf_count=4059415 63 6820 42 22 21 55 22 26 63 836 20 76 20 20 58 179 108 23 35 54 1957 33 2532 23 966 61 29 43 35 147
internal_value=0 679.977 -1752.2 -12063.2 1022.63 -8057.53 34368.9 68027.7 -69286.6 -12356.2 4566.96 -20084.8 10912.8 15685.3 9980.93 -6377.29 39803.2 27190.2 30109.9 -2960.1 -2249.48 49142.4 -3245.49 14966.7 18138.9 65475.5 156935 -24317.5 18810.7 13332.9
internal_weight=0 14389 7569 1605 5964 1500 138 83 105 1362 427 935 407 387 367 237 130 99 61 4639 4576 87 4489 1325 1226 113 52 99 56 1113
internal_count=4073804 14389 7569 1605 5964 1500 138 83 105 1362 427 935 407 387 367 237 130 99 61 4639 4576 87 4489 1325 1226 113 52 99 56 1113
is_linear=0
shrinkage=0.1


Tree=3039
num_leaves=31
num_cat=0
split_feature=1 6 2 6 4 0 0 4 6 0 4 4 1 4 1 6 1 1 6 6 4 4 4 0 6 6 6 3 4 1
split_gain=6.67718e+11 4.84013e+12 1.26209e+13 1.21434e+13 2.14808e+13 1.58208e+13 2.76965e+13 2.34651e+13 9.93074e+12 7.63791e+12 7.73267e+12 1.03427e+13 7.27213e+12 6.96376e+12 6.80293e+12 6.7513e+12 1.80078e+13 1.35466e+13 1.72559e+13 1.01087e+13 1.95237e+13 1.17293e+13 3.08255e+13 9.626e+12 8.93306e+12 9.68079e+12 1.19736e+13 1.85991e+13 2.03142e+13 1.74008e+13
threshold=82.971668900000012 30.705000000000002 9651.0000000000018 30.425000000000001 13.500000000000002 55.007293000000011 55.046782850000007 8.5000000000000018 27.215000000000003 54.86311005000001 15.500000000000002 9.5000000000000018 83.000013850000016 3.5000000000000004 83.025426800000005 41.285000000000004 83.000013850000016 83.003420700000007 33.585000000000008 39.995000000000012 24.500000000000004 20.500000000000004 21.500000000000004 54.947152850000002 46.010000000000012 58.005000000000003 57.005000000000003 1.5000000000000002 9.5000000000000018 83.007653300000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 -4 11 -11 -7 -8 -12 16 19 18 -18 21 -21 23 -23 -3 -17 26 -26 -28 -29 -30
right_child=1 15 3 4 -6 6 8 -9 -10 10 14 -13 -14 -15 -16 24 17 -19 -20 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=16.192043703791828 678.6775545616988 -1315.7490927506433 -3170.7461870107577 3282.9609504355526 -35118.312953707296 9420.6794315831812 12070.296138150386 20405.324534938522 -10672.370146354348 -10149.788238178084 36198.326542154951 -30585.597945556641 -5991.2331240342746 -3594.8557788269968 -3012.2587381854919 -1159.1633629016603 -51.631976355495425 545.25157688946638 -7883.618286932051 7943.359332182953 56718.757757352949 -78749.002400026482 -3555.9729058996218 4972.8322574499371 424.18690311632776 -407.11752018475568 -6777.43477999473 -111.12565675828307 4804.5294808295203 16848.412775057583
leaf_weight=3512022 13627 3256 3619 266 322 510 397 1040 1603 2144 48 280 766 995 566 82677 7396 94235 4540 2377 85 59 718 9643 111041 209983 1349 3349 2782 2109
leaf_count=3512022 13627 3256 3619 266 322 510 397 1040 1603 2144 48 280 766 995 566 82677 7396 94235 4540 2377 85 59 718 9643 111041 209983 1349 3349 2782 2109
internal_value=0 -101.226 -1428.79 -3716.01 -17746.3 -3026.69 1043.87 9255.96 -5306.44 -6274.22 -9971.21 -12510.4 168.701 872.864 53.0639 -36.3273 616.31 143.243 -3030.62 3728.59 9627.32 2666.68 -9265.61 3385.45 -229.469 3.02155 716.959 4107.27 5889.24 9997.85
internal_weight=0 561782 26183 12556 588 11968 5311 2316 2995 6657 3038 2424 1276 1392 614 535599 122309 106171 11936 16138 2462 13676 777 12899 413290 330613 120630 9589 8240 4891
internal_count=4073804 561782 26183 12556 588 11968 5311 2316 2995 6657 3038 2424 1276 1392 614 535599 122309 106171 11936 16138 2462 13676 777 12899 413290 330613 120630 9589 8240 4891
is_linear=0
shrinkage=0.1


Tree=3040
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 0 3 4 6 6 4 1 1 0 6 3 4 4 1 6 6 1 1 6 4 3 3 5 3 0
split_gain=7.03239e+11 8.18159e+12 1.84943e+13 4.11048e+13 7.08613e+13 4.44826e+13 4.48958e+13 3.91394e+13 6.04802e+13 3.75648e+13 5.11363e+13 3.53774e+13 3.24087e+13 3.80016e+13 6.15057e+13 6.05911e+13 3.1884e+13 1.11788e+14 7.3475e+13 4.39609e+13 1.20306e+14 6.26921e+13 3.10489e+13 3.01998e+13 6.92328e+13 6.73141e+13 7.3315e+13 5.11899e+13 4.9341e+13 5.68243e+13
threshold=65.534455000000023 57.125462300000009 57.15297970000001 65.559704250000024 75.605000000000004 57.14107305000001 11.500000000000002 11.500000000000002 54.990000000000002 79.710000000000022 16.500000000000004 65.64204770000002 65.593879100000024 57.14107305000001 83.820000000000007 9.5000000000000018 17.500000000000004 14.500000000000002 65.593879100000024 54.010000000000012 53.995000000000012 65.574968200000015 65.593879100000024 110.01500000000001 9.5000000000000018 8.5000000000000018 3.5000000000000004 3.5000000000000004 17.500000000000004 57.14107305000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -3 10 -6 12 23 15 -15 -14 17 -5 -18 20 22 -22 -19 27 -25 26 -26 -11 29 -27
right_child=1 2 -4 4 9 6 -8 -9 -10 11 -12 -13 13 14 -16 -17 18 19 -20 -21 21 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-24.12801291251095 1.1225243286889106 3486.6797094776944 60.237934531586177 1872.826571147365 39997.418866912412 13939.414464313113 -51385.074911850112 6751.2408624217278 -30107.89053241814 16193.031414062501 160728.82083333333 -20781.083113525394 1325.0097343750001 29440.023865356448 235518.21820591518 147007.03232685811 26929.515931396483 62178.099167781998 -30611.26982779424 67103.62146442692 -209782.90234375 6662.7720108695648 16563.126511681599 100251.80615384616 89947.593714943912 128267.96541270381 -65972.606599506587 -55893.085897666533 -67341.569598599148 16190.734012903791
leaf_weight=3046425 967149 848 42272 9033 213 1526 113 910 1456 725 42 200 125 30 28 37 320 251 724 328 32 23 368 130 39 92 133 114 29 89
leaf_count=3046425 967149 848 42272 9033 213 1526 113 910 1456 725 42 200 125 30 28 37 320 251 724 328 32 23 368 130 39 92 133 114 29 89
internal_value=0 71.5453 1202.37 3890.86 6802.28 -3971.09 9435.65 -10808 -17743.2 23997.8 59882.6 18830.9 23873.8 59466.4 128926 34598.1 3657.75 5388.08 -12974.2 37078 22466.1 -119269 35059.7 18077.9 37216.9 15765.2 -30618.6 6398.26 53755.8 73158.2
internal_weight=0 1.02738e+06 60230 17958 13105 4853 1639 3214 2304 2026 255 1771 1571 220 58 162 11079 10035 1044 1002 674 55 619 1351 512 382 172 839 210 181
internal_count=4073804 1027379 60230 17958 13105 4853 1639 3214 2304 2026 255 1771 1571 220 58 162 11079 10035 1044 1002 674 55 619 1351 512 382 172 839 210 181
is_linear=0
shrinkage=0.1


Tree=3041
num_leaves=31
num_cat=0
split_feature=4 4 7 2 1 0 0 1 6 0 6 0 0 1 6 1 0 3 6 6 6 3 6 1 3 6 1 6 0 0
split_gain=7.05116e+11 5.9309e+12 2.77554e+13 5.96827e+13 5.81442e+13 3.67936e+13 1.83697e+14 4.63358e+13 8.9217e+13 3.67849e+13 3.51818e+13 5.9047e+13 5.31445e+13 3.81781e+13 3.32289e+13 3.41451e+13 4.2899e+13 4.4172e+13 3.28927e+13 3.62023e+13 3.16229e+13 3.05652e+13 3.04813e+13 6.11236e+13 1.30516e+14 5.72634e+13 4.91565e+13 6.43232e+13 5.37329e+13 4.90022e+13
threshold=10.500000000000002 11.500000000000002 6.0000000000000009 75.000000000000014 30.345769800000003 59.990753350000013 60.002985000000002 30.277905650000005 49.485000000000007 59.982409200000006 68.00500000000001 55.702806750000008 55.696737300000009 37.401708450000008 33.585000000000008 37.729575300000008 55.775215600000003 9.5000000000000018 37.705000000000005 85.020000000000024 53.995000000000012 10.500000000000002 59.025000000000013 30.330566300000005 3.5000000000000004 112.00500000000001 30.370944000000005 55.805000000000007 59.91832440000001 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 22 11 12 -2 -12 -13 16 20 -18 -11 -20 -16 -8 26 24 -24 29 27 -4 -28 -26
right_child=1 -3 9 4 -6 6 21 -9 -10 18 13 14 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=32.194378081857529 21747.372851763401 -23.046143798192386 -17650.547081977315 8108.763511054196 -1942.0394183623926 93876.736496394238 -13510.26306863747 58494.513497277469 285192.85288461542 4245.9880413377896 58275.252437097886 -25314.593138363489 -92153.125150899694 -28461.932483398439 174306.57397460938 -4010.1823501275512 34356.347340928645 173227.83171296297 -32336.661717653358 18113.209373643662 65926.59896438953 89269.737963867199 -36931.946935410611 -1447.9427589977111 102530.14659626257 -63515.25452302632 -5551.0149478033018 -92887.104112160858 39033.715540284065 39102.979986103332
leaf_weight=2547999 319 1489647 954 1474 18768 65 302 66 39 485 68 38 47 200 72 49 151 27 1166 162 43 32 215 4423 199 38 6030 129 283 314
leaf_count=2547999 319 1489647 954 1474 18768 65 302 66 39 485 68 38 47 200 72 49 151 27 1166 162 43 32 215 4423 199 38 6030 129 283 314
internal_value=0 -53.7626 -1319.23 934.456 -223.378 16083.9 39408.1 124030 165620 -4725.27 24623.2 35787.7 7120.81 -6453.99 63398.5 73255.5 86177.1 55421.1 -18042.4 -26182.4 133782 -3663.08 -2806.79 3068.73 29148.7 54933.3 -6929.03 -26612.2 -3552.36 63707.3
internal_weight=0 1.5258e+06 36158 21760 20746 1978 504 170 104 14398 1014 746 366 268 380 342 293 178 1813 1328 115 334 12585 5189 766 551 7396 1083 6313 513
internal_count=4073804 1525805 36158 21760 20746 1978 504 170 104 14398 1014 746 366 268 380 342 293 178 1813 1328 115 334 12585 5189 766 551 7396 1083 6313 513
is_linear=0
shrinkage=0.1


Tree=3042
num_leaves=31
num_cat=0
split_feature=0 4 3 0 4 6 4 7 3 6 0 1 0 6 6 6 6 3 0 6 5 4 1 1 6 7 2 3 3 3
split_gain=6.60083e+11 4.63241e+12 1.10048e+13 1.06776e+13 2.36916e+13 9.76282e+12 8.85056e+12 9.72711e+12 1.49869e+13 8.41143e+12 8.20212e+12 1.40218e+13 1.26743e+13 7.31535e+12 7.04912e+12 5.79748e+12 5.6903e+12 5.05608e+12 4.89452e+12 1.6679e+13 2.04473e+13 2.70328e+13 2.84599e+13 2.6203e+13 2.469e+13 3.29233e+13 2.30914e+13 1.9486e+13 1.87165e+13 2.72316e+13
threshold=54.94110555000001 26.500000000000004 25.500000000000004 53.379556850000007 30.500000000000004 63.140000000000008 33.500000000000007 6.0000000000000009 10.500000000000002 60.910000000000004 53.244414800000008 50.213874250000011 53.20799465000001 49.010000000000012 71.715000000000018 46.805000000000007 43.405000000000008 26.500000000000004 54.188398350000007 79.710000000000022 2.5000000000000004 9.5000000000000018 83.050033500000012 82.966990000000024 73.41500000000002 6.0000000000000009 5062.5000000000009 10.500000000000002 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 18 10 5 17 7 8 -6 -10 11 12 -3 -14 -8 -13 -12 -5 -1 20 -20 -22 23 26 25 -24 -23 -27 -21 -30
right_child=-2 3 -4 4 6 -7 14 -9 9 -11 16 15 13 -15 -16 -17 -18 -19 19 28 21 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=-10.800807686248197 -27.574992054805307 -287.24821507595709 62758.935721261165 -8758.5062482204212 -11493.958247514205 -29679.421652503639 -61065.816057477685 11563.286259823755 40100.569316406254 126361.10543870192 12214.193252165422 -14487.012455240885 10490.026964613971 75170.892740885422 2206.8419179128946 -81465.690513392852 56280.47787063953 -50546.968229166669 749.16207457536848 986.03641489868085 -689.16912886467207 -3020.6822676636666 -24720.925700496704 17363.118091637749 -58860.632467447926 106685.42501220704 -18782.12078314093 -5496.0930208333339 9790.9097595408839 -11512.222868363184
leaf_weight=1121766 2772653 982 28 830 22 368 21 168 20 26 92 24 34 36 109 28 43 30 130736 11499 22163 2909 516 448 180 32 1366 30 5978 667
leaf_count=1121766 2772653 982 28 830 22 368 21 168 20 26 92 24 34 36 109 28 43 30 130736 11499 22163 2909 516 448 180 32 1366 30 5978 667
internal_value=0 58.7602 67.5742 -3980.55 -9393.14 -16048.9 12938.1 24479.5 56390.2 88856.5 2982.87 137.688 2643.28 43754.5 -8014.13 -50552.5 26250.1 -10216.2 66.2221 555.684 226.681 -2244.28 -8532.52 -5645.75 -26519.6 -16448 -8056.97 52404 3427.57 7652.58
internal_weight=0 1.30115e+06 1.29832e+06 2833 1594 1228 366 236 68 46 1239 1104 1052 70 130 52 135 860 1.29829e+06 176524 158380 27644 5481 4723 758 578 4275 62 18144 6645
internal_count=4073804 1301151 1298318 2833 1594 1228 366 236 68 46 1239 1104 1052 70 130 52 135 860 1298290 176524 158380 27644 5481 4723 758 578 4275 62 18144 6645
is_linear=0
shrinkage=0.1


Tree=3043
num_leaves=31
num_cat=0
split_feature=6 4 0 1 1 0 0 2 0 0 1 1 2 5 1 2 1 6 5 0 4 6 7 1 5 1 1 6 5 1
split_gain=6.78684e+11 4.64374e+12 8.38833e+12 1.3028e+13 1.9573e+13 1.11328e+13 1.28378e+13 1.03696e+13 1.01548e+13 5.10133e+12 1.76993e+13 1.48949e+13 8.79007e+12 6.52616e+12 7.80353e+12 8.02665e+12 8.44956e+12 6.01411e+12 5.16477e+12 5.09798e+12 1.21894e+13 1.04015e+13 9.70089e+12 1.88286e+13 8.76337e+12 1.5422e+13 6.77653e+12 6.42191e+12 5.44489e+12 4.68321e+12
threshold=87.395000000000024 1.5000000000000002 59.864072000000007 39.178027400000005 38.958307950000012 44.878071950000013 46.323575350000006 2599.0000000000005 45.055912800000009 47.222459950000008 40.024897700000004 40.377616600000003 2892.5000000000005 1.5000000000000002 45.71452080000001 6240.0000000000009 94.478249850000012 189.00000000000003 3.5000000000000004 63.565651350000003 6.5000000000000009 116.05000000000001 6.0000000000000009 53.252814850000007 3.5000000000000004 59.999510900000011 65.64204770000002 103.03500000000001 3.5000000000000004 63.728898350000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -5 -11 -12 -13 18 16 29 -14 -15 -3 21 26 23 27 -25 -26 28 -22 -21 -16
right_child=1 19 -4 9 8 6 7 -9 -10 11 12 13 17 14 15 -17 -18 -19 -20 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=10.232622582257768 70535.173015485503 -175.19580937570382 -45886.288984375002 -56484.066850428426 114320.69829963236 -19322.684340820313 -8522.1391662597653 79031.709375000006 27128.333682528413 55740.398451450899 52415.666722892995 56384.953645833339 -16410.586468864891 -70854.236962890631 21565.886178273169 -9076.9198787797322 78787.577500000014 37466.495284329925 -9486.6477294921879 -97370.18236979167 85301.363048986488 12900.075640190973 -41465.527549342107 -58778.042731584821 52554.604376715586 -38748.393472867399 -7145.6779633620699 16064.791034226189 -44235.665136718751 -8821.4575045072106
leaf_weight=3832905 28 239437 30 62 34 100 24 31 22 56 33 21 102 24 145 247 20 26 32 30 37 36 38 28 37 37 29 21 54 78
leaf_count=3832905 28 239437 30 62 34 100 24 31 22 56 33 21 102 24 145 247 20 26 32 30 37 36 38 28 37 37 29 21 54 78
internal_value=0 -162.81 6275.75 7718.02 28334.3 12503.7 2020.54 40826.4 80066.6 1893.8 -11085.4 6539.65 6397.3 1680.32 -423.704 3617.82 16521.5 -5466.8 -35787 -192.749 -12304.9 -33910.4 3953.87 14741 -11127 6903.11 -48823.5 60232.9 -63212.3 10937.1
internal_weight=0 240899 1115 1085 239 183 155 55 56 846 223 623 161 567 546 490 243 128 56 239784 347 149 198 160 102 74 113 58 84 223
internal_count=4073804 240899 1115 1085 239 183 155 55 56 846 223 623 161 567 546 490 243 128 56 239784 347 149 198 160 102 74 113 58 84 223
is_linear=0
shrinkage=0.1


Tree=3044
num_leaves=31
num_cat=0
split_feature=4 1 0 0 7 1 4 6 3 4 1 1 6 1 1 6 0 6 2 4 6 6 1 3 1 6 3 0 3 6
split_gain=6.74759e+11 5.00888e+12 2.96099e+13 1.29719e+14 8.28966e+13 8.55267e+13 9.62606e+13 1.17766e+14 1.34621e+14 8.39987e+13 8.13206e+13 2.33076e+14 9.3156e+13 7.9417e+13 6.88715e+13 4.98557e+13 5.28233e+13 5.41079e+13 9.11655e+13 8.34876e+13 7.84158e+13 5.12404e+13 7.12679e+13 5.73227e+13 5.14978e+13 4.73711e+13 4.66509e+13 4.63309e+13 4.60758e+13 4.56986e+13
threshold=9.5000000000000018 37.503969450000007 55.737027400000009 55.685785750000008 6.0000000000000009 37.401708450000008 18.500000000000004 72.020000000000024 5.5000000000000009 21.500000000000004 37.318079750000003 37.131181300000009 55.405000000000008 37.475446350000006 37.488790500000007 55.805000000000007 55.721784200000009 70.50500000000001 75.000000000000014 12.500000000000002 69.605000000000004 47.805000000000007 37.425454150000007 9.5000000000000018 37.401708450000008 86.030000000000015 15.500000000000002 55.728148450000006 12.500000000000002 99.050000000000011
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 10 -6 7 -7 -9 -8 11 -5 -13 -11 -15 21 17 18 20 -19 -17 -12 24 -24 -23 28 27 -25 -18 -14
right_child=1 -3 -4 4 5 6 9 8 -10 13 15 12 29 14 -16 16 25 19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-43.693433044152471 -449.6162084587711 114.21484446221444 249.9946910006164 -30339.458398013267 -17484.303049031176 29193.97512412192 -101784.23246313821 11122.4464453125 346062.03375 6047.5964617809486 -20784.238184112153 -2294.6066587890627 62565.290743365687 225345.05342741936 -12672.50234375 -70017.805642454085 -32068.442287099526 140072.94705141129 -24889.574751462529 -26410.898595881354 -225992.96580882353 282.68030955297712 59408.871437002024 -79595.344570707079 -68727.886664087069 80659.994131202038 49407.27249685704 54260.172656250004 26737.445923108557 163938.36798437501
leaf_weight=1892492 110929 1740076 316938 892 1821 119 71 20 30 2708 2861 250 402 31 20 620 446 31 633 1063 34 338 302 99 159 57 87 35 190 50
leaf_count=1892492 110929 1740076 316938 892 1821 119 71 20 30 2708 2861 250 402 31 20 620 446 31 633 1063 34 338 302 99 159 57 87 35 190 50
internal_value=0 37.9081 -263.018 -1571.11 -10876.7 -389.64 9990.28 83304.1 212086 5612.18 -16789.4 3583.26 46687.3 8375.91 132005 -21458.5 -30971.8 -38043.9 -51942.4 -21693.3 -78126.6 -13923.4 5320.48 31088.1 -21795.1 -6673.58 -7612.67 -44633.1 -14500.6 73779.1
internal_weight=0 2.18131e+06 441236 124298 13369 4820 2999 169 50 2830 8549 1594 702 2759 51 6955 3074 2381 1287 1094 654 3881 1020 523 497 693 221 134 636 452
internal_count=4073804 2181312 441236 124298 13369 4820 2999 169 50 2830 8549 1594 702 2759 51 6955 3074 2381 1287 1094 654 3881 1020 523 497 693 221 134 636 452
is_linear=0
shrinkage=0.1


Tree=3045
num_leaves=31
num_cat=0
split_feature=2 2 6 6 7 0 6 0 0 1 6 6 4 6 3 4 5 4 4 6 0 4 6 3 4 6 6 4 6 6
split_gain=7.10527e+11 9.03316e+12 1.49803e+13 1.22456e+13 1.10533e+13 5.03179e+13 2.00008e+13 1.72239e+13 2.29908e+13 1.51996e+13 1.48312e+13 1.41489e+13 1.47949e+13 1.41346e+13 1.24945e+13 1.20313e+13 1.46106e+13 1.17564e+13 1.09289e+13 1.00991e+13 1.50623e+13 1.20083e+13 1.16793e+13 1.25163e+13 1.34899e+13 1.23636e+13 9.6691e+12 9.46961e+12 9.31273e+12 8.95307e+12
threshold=2599.0000000000005 2421.5000000000005 168.45000000000002 149.05000000000004 6.0000000000000009 51.567244500000008 74.615000000000009 52.02416370000001 51.567244500000008 49.300375350000003 59.025000000000013 89.00500000000001 13.500000000000002 52.330000000000005 17.500000000000004 19.500000000000004 2.5000000000000004 18.500000000000004 22.500000000000004 74.615000000000009 57.892117950000006 8.5000000000000018 105.00500000000001 8.5000000000000018 13.500000000000002 84.810000000000016 50.995000000000012 5.5000000000000009 118.04500000000002 81.705000000000013
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 6 27 8 13 15 17 29 28 18 19 16 -9 -10 -6 -7 21 -21 23 -22 25 -25 -16 -3 -13 -8
right_child=-2 2 -4 -5 7 14 11 9 10 -11 -12 12 -14 -15 26 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=38.831835662065146 -20.777756165494246 1743.8761850307642 73152.166757812505 -68956.69636230469 1347.3495585088131 -819.74025130794496 42090.011955180926 27575.001654172749 -21657.809317876752 2298.0958518482862 -48383.023992340262 32113.124172794123 -10101.017980410448 -9023.4794856276258 -6338.890625 -517.94171023748618 95155.424799679487 27467.733964335122 25778.0732775207 -84473.770737868093 15053.05852650425 -6124.3667041633707 -7908.6664591246554 142598.08196614584 18124.162710631128 39997.200084918477 75032.074765625002 19839.64691932857 111237.43463541668 96996.825412676422
leaf_weight=793837 3265512 386 30 24 1144 6442 57 178 259 1544 179 51 67 1411 23 113 39 60 218 26 570 79 181 24 51 23 40 1153 21 62
leaf_count=793837 3265512 386 30 24 1144 6442 57 178 259 1544 179 51 67 1411 23 113 39 60 218 26 570 79 181 24 51 23 40 1153 21 62
internal_value=0 83.9425 2561.32 2414.51 2533.45 4598.98 19620.6 -1182.48 -5561.91 6461.66 -25345.1 45387.3 23719.3 -2009.07 980.021 25942.1 39720.8 -12417.9 5257.7 602.283 10204.7 -25525.2 14623.6 20728.8 53741 92389.1 45325.2 15301 55191 70696.9
internal_weight=0 808292 14455 14425 14401 9256 1797 5145 3271 1874 498 258 139 2773 7459 330 217 319 1362 7396 954 105 849 668 98 47 63 1539 72 119
internal_count=4073804 808292 14455 14425 14401 9256 1797 5145 3271 1874 498 258 139 2773 7459 330 217 319 1362 7396 954 105 849 668 98 47 63 1539 72 119
is_linear=0
shrinkage=0.1


Tree=3046
num_leaves=31
num_cat=0
split_feature=3 1 6 6 6 5 0 0 1 1 0 6 6 6 1 2 4 6 1 6 4 4 3 0 6 0 0 6 4 6
split_gain=6.92048e+11 4.07533e+12 7.39106e+12 7.90113e+12 7.77331e+12 6.7209e+12 9.3659e+12 9.16894e+12 6.47563e+12 1.88473e+13 9.29411e+12 9.05963e+12 1.22185e+13 1.18586e+13 6.5521e+12 1.93067e+13 1.92804e+13 9.69153e+12 7.05821e+12 1.33453e+13 8.47088e+12 1.44953e+13 1.1462e+13 6.70548e+12 6.33547e+12 6.22588e+12 1.34436e+13 6.05153e+12 5.50898e+12 1.57267e+13
threshold=24.500000000000004 30.452677500000004 65.00500000000001 59.245000000000012 68.515000000000015 2.5000000000000004 59.864072000000007 60.042359000000012 37.343102500000008 37.318079750000003 55.649510000000014 42.205000000000005 69.605000000000004 56.010000000000012 37.374856000000008 75.000000000000014 25.500000000000004 68.515000000000015 37.401708450000008 35.705000000000005 31.500000000000004 32.500000000000007 25.500000000000004 55.840017500000009 47.420000000000009 59.933037250000005 60.042359000000012 62.995000000000012 25.500000000000004 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 10 24 -11 13 -13 15 27 -17 23 19 -16 22 -22 -21 -18 -3 -5 -27 -10 -8 -30
right_child=1 8 4 25 5 6 28 -9 14 11 -12 12 -14 -15 18 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.7053416411049116 -5998.9289436048502 1414.2118652343752 53933.860860558721 14626.666227213542 -71976.081911057685 58499.952866498163 21098.359433178193 10492.917386300223 -79093.908099609383 -866.39415564903857 4713.9233703383979 53319.887139423081 7242.0358620383531 155742.25031250002 -27768.623187158981 -73274.381503182871 -42742.24034476903 69470.33020833334 -884.05872284698694 21158.930085577933 86101.631510416672 9895.1298152043273 -48650.06727469308 19605.473530910327 -67021.723563508058 -79189.389698223036 -9085.3828522245767 -19614.376562500001 28091.299236360148 -39317.701385192871
leaf_weight=4056328 1281 24 33 24 26 34 94 28 50 26 1464 26 22 20 63 27 23 30 13529 147 48 52 28 69 31 51 59 26 61 80
leaf_count=4056328 1281 24 33 24 26 34 94 28 50 26 1464 26 22 20 63 27 23 30 13529 147 48 52 28 69 31 51 59 26 61 80
internal_value=0 -627.933 -5175.41 -8415.75 7704.04 2980.87 9443.86 -29214.4 -115.13 5886.8 3197.8 49340 68536.6 97851.3 -802.124 -17730.1 3190.66 20113.2 -527.459 13746 23256.7 46474.3 9989.49 4018.55 -37158.8 -31519.8 -41588.1 -58745.6 2346.38 -10154.9
internal_weight=0 17476 1771 1415 356 323 269 54 15705 1613 1519 94 68 46 14092 225 149 122 13867 338 275 100 175 92 55 134 110 76 235 141
internal_count=4073804 17476 1771 1415 356 323 269 54 15705 1613 1519 94 68 46 14092 225 149 122 13867 338 275 100 175 92 55 134 110 76 235 141
is_linear=0
shrinkage=0.1


Tree=3047
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 6 4 6 5 6 6 3 0 4 4 4 0 6 4 0 6 6 3 4 0 0 6 0
split_gain=6.86964e+11 1.63134e+13 3.3068e+13 8.48141e+13 8.30182e+13 6.09604e+13 5.19557e+13 7.43432e+13 3.22602e+13 4.01423e+13 5.86314e+13 3.63215e+13 3.5746e+13 5.58676e+13 3.13209e+13 4.33597e+13 3.04579e+13 3.01449e+13 2.41855e+13 5.23176e+13 2.22351e+13 2.46531e+13 3.3474e+13 2.7296e+13 2.95928e+13 2.55386e+13 2.30369e+13 2.14166e+13 2.11311e+13 2.10209e+13
threshold=37.804148700000006 37.780517050000007 55.922096200000006 55.812023600000011 13.500000000000002 55.93962770000001 55.743464250000009 50.995000000000012 13.500000000000002 65.00500000000001 2.5000000000000004 110.01500000000001 67.00500000000001 5.5000000000000009 55.579943700000008 12.500000000000002 24.500000000000004 8.5000000000000018 55.806294650000005 56.010000000000012 20.500000000000004 55.783232450000007 63.415000000000006 54.710000000000008 4.5000000000000009 8.5000000000000018 55.753967500000009 55.759969450000007 74.015000000000015 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 29 12 -12 13 -11 15 -14 18 -13 20 -20 21 22 23 -9 26 27 -25 -24 -27 -3
right_child=-2 2 4 -5 5 -7 7 16 -10 10 11 17 14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=20.5312253868195 -23.502168492959211 1634.360034151438 -6727.1956068065083 -23495.958690265408 39014.769369070877 145351.07693661973 4882.1538046845253 -13680.478955078126 7944.9926243515147 -8526.2179408482152 -13371.423061730116 2092.0783084753789 2564.8288116455078 -186962.35185339095 -149853.33390891337 -132857.09515086209 127647.14875000001 143162.41685267858 132108.92410714287 -45712.719095552893 124993.18880208333 59526.710537546642 -24555.013654119321 178684.65292968752 18577.05078125 -19898.644247918382 64203.599656951126 -149357.7479296875 99957.204296875003 -35230.83293103872
leaf_weight=989159 3068656 5685 365 1177 224 71 1477 51 4949 28 756 33 128 47 22 29 40 28 21 78 33 335 44 32 56 38 39 20 24 159
leaf_count=989159 3068656 5685 365 1177 224 71 1477 51 4949 28 756 33 128 47 22 29 40 28 21 78 33 335 44 32 56 38 39 20 24 159
internal_value=0 71.7507 3240.44 2296.8 25157.3 64607.6 4441.94 18239.3 1781.09 -2630.35 -20428.1 -7382.14 -62390.9 -120346 -38108 -22449.4 42565.4 66845.7 38151.3 -7992.98 44949.3 40815.6 20196.4 48114.9 72930.4 -19244.1 115801 -63555.9 26497.2 631.354
internal_weight=0 1.00515e+06 15989 15329 660 295 14152 2288 11864 6915 1071 817 254 75 179 157 811 61 771 99 672 639 304 178 127 126 71 64 62 5844
internal_count=4073804 1005148 15989 15329 660 295 14152 2288 11864 6915 1071 817 254 75 179 157 811 61 771 99 672 639 304 178 127 126 71 64 62 5844
is_linear=0
shrinkage=0.1


Tree=3048
num_leaves=31
num_cat=0
split_feature=4 6 6 7 1 1 4 1 0 6 1 1 0 0 6 6 1 6 5 6 4 1 4 6 6 7 6 3 7 3
split_gain=7.3968e+11 8.34188e+12 1.9149e+13 1.89785e+13 2.63626e+13 2.008e+13 1.45238e+13 2.09372e+13 2.09424e+13 1.32087e+13 1.22371e+13 1.08205e+13 9.84122e+12 1.76551e+13 1.23459e+13 9.29894e+12 8.46718e+12 2.44537e+13 2.05163e+13 2.16263e+13 2.27913e+13 1.20955e+14 5.46871e+13 4.5304e+13 4.58397e+13 3.25592e+13 3.19907e+13 2.90703e+13 1.89614e+13 3.02443e+13
threshold=28.500000000000004 56.805000000000007 53.705000000000005 6.0000000000000009 37.503969450000007 37.586700500000006 31.500000000000004 37.740454950000007 56.818587550000011 54.990000000000002 37.442254400000003 37.503969450000007 55.834019500000004 55.753967500000009 55.015000000000008 54.990000000000002 37.488790500000007 120.05000000000001 3.5000000000000004 87.015000000000015 30.500000000000004 37.46219940000001 29.500000000000004 63.415000000000006 69.015000000000015 6.0000000000000009 69.605000000000004 11.500000000000002 6.0000000000000009 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 10 11 7 9 -9 -7 -4 -5 13 14 15 -6 17 18 19 20 21 25 23 -23 -25 26 -3 -24 29 -21
right_child=1 16 3 5 12 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 28 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=3.8360124218562746 -859.28357774653887 -22725.421632543104 33424.482411317571 -15792.615397359914 -16238.258111702127 -25340.266491699222 13202.329016443204 4691.9646747734714 -66535.12189094389 -123368.17708333333 123990.33575 -38716.094267503198 -49794.817734625401 66770.074514358115 -54444.008540482959 54317.789516129036 178.45881829642721 -103664.14125 84504.249615119494 -128055.47782939189 4366.1365305958452 -59013.393269230779 114963.262625 186496.5859848485 46163.704116396366 1798.9670836089763 -187123.13766601565 276713.96062500001 -5329.8080382867911 20003.689177911932
leaf_weight=4041054 15830 29 37 435 47 28 296 262 49 27 25 391 39 37 44 31 12605 20 34 37 1895 26 25 33 79 186 20 20 141 22
leaf_count=4041054 15830 29 37 435 47 28 296 262 49 27 25 391 39 37 44 31 12605 20 34 37 1895 26 25 33 79 186 20 20 141 22
internal_value=0 -473.329 -1956.06 -11888.6 13038.8 -16244.1 -3268.13 -16588.5 -6530.31 -73463.1 69943 -26643.8 -4779.74 6261.7 -12089.2 11803.2 1244.54 6479.41 7344.3 6300.36 9028.22 30163.7 91122 59905.6 87511.8 -17305.9 -89826.5 186852 -25247.4 -72847
internal_weight=0 32750 17578 1748 260 1488 662 366 311 55 62 826 198 159 122 78 15172 2567 2547 2513 2313 418 183 138 112 235 49 45 200 59
internal_count=4073804 32750 17578 1748 260 1488 662 366 311 55 62 826 198 159 122 78 15172 2567 2547 2513 2313 418 183 138 112 235 49 45 200 59
is_linear=0
shrinkage=0.1


Tree=3049
num_leaves=31
num_cat=0
split_feature=4 6 0 3 3 1 3 1 7 6 5 6 6 6 6 6 6 6 5 6 1 3 3 6 6 3 3 1 6 6
split_gain=6.43665e+11 6.0639e+12 7.74949e+12 3.26838e+12 5.76278e+12 1.33891e+13 5.11107e+12 3.3845e+12 1.08903e+13 6.32148e+12 4.71642e+12 5.08328e+12 3.27984e+12 3.06106e+12 8.07779e+12 3.85036e+12 3.28223e+12 3.20434e+12 2.27213e+12 3.95832e+12 7.23348e+12 7.41107e+12 2.71777e+12 2.34606e+12 6.66841e+12 3.20951e+12 3.46278e+12 2.16978e+12 2.07151e+12 1.04307e+13
threshold=38.500000000000007 71.030000000000015 55.858844800000007 6.5000000000000009 4.5000000000000009 37.563506350000004 7.5000000000000009 37.586700500000006 6.0000000000000009 37.995000000000012 1.5000000000000002 65.410000000000011 61.425000000000004 42.875000000000007 37.705000000000005 51.805000000000007 48.025000000000013 68.00500000000001 2.5000000000000004 87.015000000000015 37.618684050000006 26.500000000000004 34.500000000000007 74.015000000000015 72.50500000000001 19.500000000000004 6.5000000000000009 37.755233900000007 59.025000000000013 66.010000000000005
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 12 -5 8 -8 -9 13 -12 -2 14 -10 16 -15 -17 23 20 -20 -22 -23 24 -3 26 -25 -6 -11 -30
right_child=1 18 -4 6 27 -7 7 9 10 28 11 -13 -14 15 -16 17 -18 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.67803536561399014 -61315.105604619574 28526.327446289066 -62518.030232747406 33927.081149704398 -62619.368066406256 52294.247144396555 60194.133125000008 32326.055771484378 -25847.346461397061 -21269.801487522214 -1726.6558188045726 43937.863832493837 -6653.911858258929 -16009.013348858172 45345.478841145836 13250.691458067602 -54974.246130701016 -32689.117593106355 47025.725612216527 -33861.848707932695 -37666.010661204273 38791.18359375 -6356.6607218424479 42285.134350925022 -41061.982700892862 60299.840234375006 -8360.8950118453413 -24501.42897949219 56807.808451704543 -21997.759256712146
leaf_weight=4072619 23 40 24 37 28 29 30 30 34 211 68 38 21 52 30 49 37 22 36 26 41 30 24 27 21 25 27 32 22 71
leaf_count=4072619 23 40 24 37 28 29 30 30 34 211 68 38 21 52 30 49 37 22 36 26 41 30 24 27 21 25 27 32 22 71
internal_value=0 -2330.28 -6467.31 -4910.34 -19329.6 -458.17 -2286.87 -4217.58 2508.92 -11467.7 -2735.19 14643.6 -35226.8 -10959.1 7524.29 -18352.5 -32208 -984.179 10039 1779.54 8853.4 -5611.9 18725.5 19301.4 4569.7 30676.6 16962.1 -42289.8 -15789.5 -3355.58
internal_weight=0 1185 888 864 133 73 731 694 360 334 330 106 44 224 64 160 89 71 297 157 131 95 54 140 61 79 54 60 304 93
internal_count=4073804 1185 888 864 133 73 731 694 360 334 330 106 44 224 64 160 89 71 297 157 131 95 54 140 61 79 54 60 304 93
is_linear=0
shrinkage=0.1


Tree=3050
num_leaves=31
num_cat=0
split_feature=4 2 1 0 4 6 0 6 4 6 0 5 1 3 6 6 0 0 6 3 0 6 7 7 0 1 4 1 0 6
split_gain=6.45054e+11 7.70725e+12 2.42422e+13 2.61519e+13 1.18817e+14 6.1097e+13 5.93948e+13 4.15796e+13 3.41541e+13 2.90869e+13 4.28692e+13 3.32045e+13 5.21855e+13 3.33862e+13 4.52431e+13 3.41506e+13 2.9897e+13 7.65848e+13 2.83159e+13 2.79171e+13 2.7718e+13 8.85399e+13 6.05578e+13 3.77138e+13 4.64727e+13 3.64467e+13 3.67989e+13 2.71143e+13 3.77268e+13 6.95664e+13
threshold=22.500000000000004 75.000000000000014 37.425454150000007 55.801384500000005 28.500000000000004 91.02500000000002 55.791814000000009 49.895000000000003 25.500000000000004 45.005000000000003 55.737027400000009 1.5000000000000002 37.318079750000003 3.5000000000000004 82.00500000000001 70.00500000000001 55.737027400000009 55.749683450000006 76.00500000000001 5.5000000000000009 55.660117850000006 81.705000000000013 6.0000000000000009 6.0000000000000009 55.595177750000005 37.318079750000003 24.500000000000004 37.401708450000008 55.622114900000007 93.050000000000011
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 6 5 18 8 -8 9 10 -2 12 -11 14 15 -13 20 -18 -5 -19 23 22 -22 24 -15 26 -26 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 13 -14 16 -16 -17 17 19 -20 -21 21 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-12.073196769539438 20845.747464515698 354.41339073748844 -1514.5456191903725 -691.81716250514137 -225241.68710937502 102528.64117897727 51420.188536658658 210469.57734375002 -9131.013573122078 94621.98721923829 92039.615189144737 -25931.756892641133 -41196.689794921876 -50808.711257381889 -114885.72072916667 85922.622499999998 106789.23084363701 115234.07329545455 -44241.901781777226 -3332.7715924431295 27179.459303750798 119504.68730468751 -70322.979845252397 44277.506076821519 -149780.94383916442 50822.962825118957 -2304.3505798339843 56824.762237448769 -96188.137103456451 112778.9578311012
leaf_weight=3730401 771 280996 56447 1776 24 55 65 22 887 32 95 124 244 127 45 35 121 22 163 204 98 42 182 348 23 243 64 61 66 21
leaf_count=3730401 771 280996 56447 1776 24 55 65 22 887 32 95 124 244 127 45 35 121 22 163 204 98 42 182 348 23 243 64 61 66 21
internal_value=0 131.152 -874.115 5191.39 -4066.81 -1404.73 9930.87 91639.6 8086.86 13232.5 28655.7 6878.32 -25449.6 11764.7 -26363.3 -1309.72 16560.1 42584.3 -4352.81 8209.13 9477.38 -15888.2 -36197.1 18047.9 2960.47 17246.4 -41292.4 30271.7 -3471.27 -45747.8
internal_weight=0 343403 62407 5960 2018 1994 3942 87 3855 2968 866 2102 276 1826 204 159 1622 347 1939 226 1275 322 280 953 605 478 87 391 148 87
internal_count=4073804 343403 62407 5960 2018 1994 3942 87 3855 2968 866 2102 276 1826 204 159 1622 347 1939 226 1275 322 280 953 605 478 87 391 148 87
is_linear=0
shrinkage=0.1


Tree=3051
num_leaves=31
num_cat=0
split_feature=4 6 5 7 1 6 6 1 1 0 6 1 4 1 4 4 0 4 3 0 4 3 4 6 3 4 6 1 4 3
split_gain=6.74072e+11 5.9444e+12 1.85411e+13 2.11931e+13 2.41446e+13 5.63179e+13 4.52006e+13 3.86915e+13 4.45051e+13 6.26085e+13 4.71422e+13 5.14739e+13 9.12025e+13 4.36229e+13 4.4689e+13 3.61953e+13 3.37642e+13 4.09267e+13 3.36743e+13 4.20463e+13 3.67406e+13 3.22297e+13 3.21302e+13 3.17699e+13 1.14343e+14 3.03875e+14 3.51986e+13 3.1599e+13 4.60009e+13 4.04977e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 6.0000000000000009 37.897576350000001 82.905000000000015 92.02500000000002 37.804148700000006 30.438492500000006 59.950512650000007 90.045000000000016 30.226173900000003 17.500000000000004 30.362494150000003 15.500000000000002 14.500000000000002 43.6005307 16.500000000000004 8.5000000000000018 59.963561900000009 24.500000000000004 4.5000000000000009 28.500000000000004 95.045000000000016 10.500000000000002 20.500000000000004 93.050000000000011 30.389265100000003 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 4 6 15 7 8 10 -10 27 -12 13 14 -13 -6 17 -17 19 21 23 -8 -23 24 25 26 -20 -4 -29 -30
right_child=1 2 3 -5 5 -7 18 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=31.477695576551753 37.587596829672989 -2316.7382054389736 6024.2692480991745 -1297.6624628510247 -11954.497700534695 1232.6982712845611 -409.20612336888036 17203.549185069573 2481.8123381078212 -32645.534736328125 -6791.2101305509877 86306.614870557605 13693.526453977376 38896.599332509148 215158.16349026863 -89178.78151578609 -1928.969375561973 11150.240390625 30230.663828125005 -13312.407205145659 8161.6760011283523 14683.661365361238 -112478.61748535157 -6190.9970394551792 -6624.3893216717861 -296778.87979805423 -58727.226919505643 -36380.18656123992 161325.24753605772 33661.973191575104
leaf_weight=2547999 1262436 45664 5135 88054 5219 61624 3264 2335 20925 520 152 51 173 47 57 97 16195 70 70 1287 1528 3056 20 6180 791 53 122 93 26 561
leaf_count=2547999 1262436 45664 5135 88054 5219 61624 3264 2335 20925 520 152 51 173 47 57 97 16195 70 70 1287 1528 3056 20 6180 791 53 122 93 26 561
internal_value=0 -52.5658 -484.708 -100.437 712.674 -306.907 2539.19 4840.8 3800.17 1630.04 11193.1 41313.6 63606 119315 154312 -4703.21 -2390.26 -47124.7 -1689.09 3167.04 -5924.87 6512.31 13856.9 -8907.72 -25113.7 -84807.6 -26294.7 8706.81 28963.9 39316.6
internal_weight=0 1.5258e+06 263369 217705 129651 83205 46446 30075 27740 21445 6295 480 328 155 108 21581 16362 167 16371 7627 8744 6340 3076 7216 1036 245 192 5815 680 587
internal_count=4073804 1525805 263369 217705 129651 83205 46446 30075 27740 21445 6295 480 328 155 108 21581 16362 167 16371 7627 8744 6340 3076 7216 1036 245 192 5815 680 587
is_linear=0
shrinkage=0.1


Tree=3052
num_leaves=31
num_cat=0
split_feature=6 6 4 3 4 7 0 0 4 4 1 3 1 3 1 3 0 4 1 5 6 1 4 1 1 2 0 4 4 4
split_gain=6.80924e+11 1.58002e+13 1.75646e+13 1.91609e+13 1.89767e+13 1.88417e+13 2.3827e+13 3.88706e+13 3.87783e+13 6.76307e+13 5.12526e+13 6.71188e+13 4.2618e+13 2.57567e+13 2.10887e+13 2.04528e+13 2.57585e+13 3.14868e+13 1.98348e+13 1.62631e+13 1.45994e+13 2.03936e+13 3.03566e+13 2.57923e+13 1.7649e+13 1.80556e+13 1.93727e+13 2.68869e+13 3.13092e+13 1.45646e+13
threshold=71.030000000000015 70.00500000000001 31.500000000000004 14.500000000000002 32.500000000000007 6.0000000000000009 59.982409200000006 59.898927250000007 11.500000000000002 25.500000000000004 30.315889700000003 3.5000000000000004 30.303340300000002 10.500000000000002 30.277905650000005 20.500000000000004 55.783232450000007 23.500000000000004 30.242318500000007 2.5000000000000004 70.50500000000001 37.425454150000007 22.500000000000004 37.475446350000006 37.534144550000008 2343.5000000000005 55.806294650000005 15.500000000000002 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 5 -4 -5 15 7 20 10 13 11 12 -9 19 -13 29 -17 -18 -8 -10 21 22 -7 -23 -25 26 27 28 -26 -3
right_child=-2 2 3 4 -6 6 18 8 9 -11 -12 14 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.07186168780695 93.854974091236699 734.04642228046578 7528.1915664062508 -137463.33404017857 -32608.842252604169 2345.2095126606387 46186.928906250003 -49136.883806818187 -25973.232393973216 68048.909944385596 -52650.603125000001 81410.541858552635 110457.48391203705 26930.641790674606 176930.31955938824 75116.382127568504 93846.272265625012 -35960.123384712839 -34759.988551573821 -96531.636634048162 5152.564398697381 -52911.314481353766 78387.70563512732 36858.083194346917 40051.283054315478 -3352.7789272992641 5239.3660003294426 -17793.975571852465 -92914.36645464602 -6233.0416027535348
leaf_weight=3397831 649723 3912 50 28 45 1887 34 44 98 118 32 38 27 63 59 73 25 74 276 49 3866 128 54 89 21 1717 166 286 113 12878
leaf_count=3397831 649723 3912 50 28 45 1887 34 44 98 118 32 38 27 63 59 73 25 74 276 49 3866 128 54 89 21 1717 166 286 113 12878
internal_value=0 -17.8091 -2461.78 -40162.3 -72827 -2284.29 1369.03 2323.04 28634.4 7472.48 63340 85433.4 11553.9 -26565.7 139510 -4258.28 30050 -3180.73 -25881.9 -49492.7 654.686 -3243.27 4460.77 -9177.22 -6836.93 -8525.54 -23681.9 -35112.7 -72076.5 -4609.74
internal_weight=0 3.42408e+06 26250 123 73 26127 9165 8855 528 328 200 168 71 210 97 16962 172 99 310 147 8327 4461 1941 2520 2392 2303 586 420 134 16790
internal_count=4073804 3424081 26250 123 73 26127 9165 8855 528 328 200 168 71 210 97 16962 172 99 310 147 8327 4461 1941 2520 2392 2303 586 420 134 16790
is_linear=0
shrinkage=0.1


Tree=3053
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 0 4 7 5 4 6 6 6 6 4 1 6 6 4 4 4 1 0 0 0 4 6 7 0 4
split_gain=7.2759e+11 4.35105e+12 7.94114e+12 3.09468e+13 2.63398e+13 6.25088e+13 2.69961e+13 3.1348e+13 2.68739e+13 3.55401e+13 2.05588e+13 1.96722e+13 1.00437e+13 9.36553e+12 1.21909e+13 9.48366e+12 8.93473e+12 8.46508e+12 8.46081e+12 1.38223e+13 8.42329e+12 6.97067e+12 1.04711e+13 3.41598e+13 1.76013e+13 1.02289e+13 7.90693e+12 6.81138e+12 6.72019e+12 8.10198e+12
threshold=87.395000000000024 91.292296250000007 92.791023150000015 56.041614100000011 55.972700350000004 56.006509350000009 9.5000000000000018 6.0000000000000009 4.5000000000000009 15.500000000000002 114.05000000000001 110.01500000000001 108.05000000000001 125.02000000000002 6.5000000000000009 91.443676550000006 103.03500000000001 96.050000000000011 8.5000000000000018 5.5000000000000009 5.5000000000000009 86.169282750000022 55.520061350000013 55.039488700000007 56.148747500000006 8.5000000000000018 114.05000000000001 6.0000000000000009 53.715816400000008 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 21 3 4 13 8 18 11 9 10 17 -8 16 14 -3 28 -9 -6 19 -7 -15 -2 23 26 -24 -25 -23 -5 -16 -30
right_child=1 2 -4 27 5 6 7 12 -10 -11 -12 -13 -14 20 15 -17 -18 -19 -20 -21 -22 22 24 25 -26 -27 -28 -29 29 -31
leaf_value=10.594898664643454 -217.910706952986 23795.680803002615 724.41906207025954 -87424.690638950909 154354.264375 41163.192191116897 -21663.849055989587 46647.762797619049 -8544.9582682291675 39147.782472826089 216741.15813577586 -119453.85086805555 81860.768206521752 -65738.437928602434 -30561.227413375294 -44741.771771816042 -44543.670951704553 64463.743687855116 62037.624399701286 -31938.943097245065 -5101.5603050595237 -36473.190189034598 -101967.71830109628 83646.339242393093 -16303.640138561321 20240.976180435777 9926.981968916225 -28290.001184082033 18878.885015190972 -24674.446222795759
leaf_weight=3832905 233388 233 5799 28 20 81 48 21 24 46 29 36 23 36 54 53 22 22 68 38 63 168 31 38 106 77 47 64 180 56
leaf_count=3832905 233388 233 5799 28 20 81 48 21 24 46 29 36 23 36 54 53 22 22 68 38 63 168 31 38 106 77 47 64 180 56
internal_value=0 -168.574 2280.17 9526.59 13980.1 31941.1 8549.95 -23051.8 87847.5 107620 151983 -63573.8 28521.8 1261.07 6144.45 -5846.03 -8.31959 107269 33898.9 17819.7 -27151.3 -242.333 -12447.5 -2799.43 -35687.5 41192.3 -26329.9 -46287.5 1262.5 8544.2
internal_weight=0 240899 7044 1245 1153 478 337 150 141 117 71 84 66 675 576 343 43 42 187 119 99 233855 467 330 137 115 215 92 290 236
internal_count=4073804 240899 7044 1245 1153 478 337 150 141 117 71 84 66 675 576 343 43 42 187 119 99 233855 467 330 137 115 215 92 290 236
is_linear=0
shrinkage=0.1


Tree=3054
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 4 2 0 0 0 6 0 4 0 0 4 4 0 3 4 4 6 4 3 6 6 6 6 7
split_gain=6.9017e+11 1.05711e+13 1.12102e+13 2.11573e+13 2.43198e+13 2.19898e+13 1.42799e+13 2.56613e+13 1.54987e+13 6.49107e+13 8.58731e+13 4.25763e+13 3.95134e+13 3.4328e+13 2.14672e+13 3.20995e+13 5.14673e+13 3.09998e+13 2.52279e+13 2.43149e+13 1.94045e+13 2.85757e+13 2.59091e+13 1.80581e+13 1.78859e+13 1.74485e+13 1.73758e+13 3.97394e+13 1.98964e+13 1.73146e+13
threshold=37.131181300000009 37.234509300000006 20.500000000000004 55.840017500000009 72.50500000000001 56.010000000000012 17.500000000000004 75.000000000000014 55.768246800000007 55.721784200000009 55.667390500000003 61.425000000000004 55.749683450000006 8.5000000000000018 55.622114900000007 55.649510000000014 13.500000000000002 13.500000000000002 55.660117850000006 11.500000000000002 13.500000000000002 7.5000000000000009 71.030000000000015 9.5000000000000018 4.5000000000000009 65.805000000000021 96.050000000000011 76.00500000000001 114.05000000000001 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 14 13 -13 -11 24 16 29 19 -19 -17 21 26 -23 -15 -2 -18 27 -12 -28 -16
right_child=1 -3 3 -5 -6 -7 7 -9 -10 11 20 12 -14 23 15 17 25 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-108.34179665574825 6511.7725350374058 3.8805897745090796 -57481.387815057664 -1769.4701009897087 -148257.82965029762 60678.695907738096 -739.91627804928419 49975.947349565482 -182.54199551649666 -28730.632892659505 -39544.409731657615 158536.21964285715 49408.820040545892 26389.111870507233 27540.362226316312 23213.888142262338 57493.397326660161 -7812.175980033694 31721.923891980972 136431.34515625003 18436.479104132402 -57487.354499786976 -144781.76887254903 113449.0505 -9807.0776671383592 130644.1935037364 -114345.61899414063 126475.3011904762 7589.7535326086963 -3977.4346880548651
leaf_weight=513821 1457 3543489 63 416 21 21 227 178 8952 120 46 42 158 507 476 368 112 1266 185 20 38 102 51 25 1246 46 32 21 23 275
leaf_count=513821 1457 3543489 63 416 21 21 227 178 8952 120 46 42 158 507 476 368 112 1266 185 20 38 102 51 25 1246 46 32 21 23 275
internal_value=0 15.6372 2541.38 -11893.6 -52004.7 -27941.4 3012.21 21550 2529.95 6200.18 2392 31963.6 72325.6 19582.6 5316.83 11540.8 26913.4 3942.19 -2771.65 29049.8 -48544.9 -57800.5 -86585.5 30480.3 -1010.72 78790.5 -21701.3 12491.6 -63354.5 15999.2
internal_weight=0 3.55998e+06 16494 521 105 84 15973 405 15568 6616 5764 852 200 652 5451 2748 909 1839 1451 388 313 275 153 532 2703 158 122 67 55 751
internal_count=4073804 3559983 16494 521 105 84 15973 405 15568 6616 5764 852 200 652 5451 2748 909 1839 1451 388 313 275 153 532 2703 158 122 67 55 751
is_linear=0
shrinkage=0.1


Tree=3055
num_leaves=31
num_cat=0
split_feature=0 1 6 4 0 4 6 0 0 4 1 0 6 1 1 0 0 1 6 6 6 6 4 0 7 5 4 4 6 6
split_gain=6.61334e+11 5.9556e+12 1.10674e+13 7.99064e+12 1.06625e+13 1.17894e+13 1.47044e+13 8.98535e+12 1.83684e+13 6.80505e+12 6.72814e+12 6.07351e+12 6.53374e+12 6.28723e+12 5.84864e+12 2.42856e+13 2.40044e+13 1.62548e+13 1.61512e+13 1.43994e+13 1.03624e+13 1.96322e+13 1.32804e+13 9.70134e+12 8.83046e+12 7.44104e+12 2.88883e+13 8.84265e+12 1.43763e+13 2.41879e+13
threshold=60.753246850000004 33.882313700000005 90.045000000000016 3.5000000000000004 61.686687400000004 5.5000000000000009 37.995000000000012 61.78914120000001 63.565651350000003 4.5000000000000009 30.624707450000006 63.565651350000003 56.205000000000005 30.084656550000002 34.382014200000008 61.686687400000004 63.565651350000003 39.749243900000003 76.605000000000004 120.05000000000001 67.445000000000007 66.50500000000001 10.500000000000002 61.686687400000004 6.0000000000000009 4.5000000000000009 3.5000000000000004 4.5000000000000009 110.01500000000001 128.05000000000004
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 10 5 -5 -7 -6 -9 -10 11 12 13 -2 15 -3 20 18 23 -20 21 -17 -23 -16 -25 27 -27 28 -19 -30
right_child=1 14 -4 4 7 6 -8 8 9 -11 -12 -13 -14 -15 17 16 -18 25 19 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-4.7859008053753787 45340.101327655502 -48934.435793698496 -52436.617655912356 -11908.823535485577 15727.761621763648 21387.026462518603 -74685.960134425302 -38098.865318669501 -41142.965270353627 2192.1723502927189 -986.74029527113908 54531.505003720245 -21660.097756177329 1523.7080906723486 -36884.939151399034 2869.1976992275527 -20906.148996420467 -2494.6104352739644 -49693.925159551058 24561.302832031251 10073.620908792242 -17076.373416069877 -90435.869439338247 -3048.3622103124594 -31230.378198029895 131221.80159970239 6192.9860394366378 1168.1829333541605 -126800.4069375 -7473.4754422169808
leaf_weight=4017125 65 91 47 556 246 21 66 148 38 781 461 42 43 66 92 9097 408 5693 142 32 2127 90 34 3350 115 21 154 32575 25 53
leaf_count=4017125 65 91 47 556 246 21 66 148 38 781 461 42 43 66 92 9097 408 5693 142 32 2127 90 34 3350 115 21 154 32575 25 53
internal_value=0 339.201 -4354.73 -3462.57 -6854.74 -17265.1 -51495.9 -1336.31 -5677.33 181.507 5837.11 20401 12162.6 23264.7 563.056 2526.65 2925 12.485 -6289.87 -36037.8 3781.81 2330.48 -37191.1 -4834.67 -3983.7 622.907 21196.4 529.016 -3078.83 -45719.3
internal_weight=0 56679 2580 2533 1856 643 87 1213 967 819 677 216 174 131 54099 11847 11756 42252 3731 174 11348 9221 124 3557 3465 38521 175 38346 5771 78
internal_count=4073804 56679 2580 2533 1856 643 87 1213 967 819 677 216 174 131 54099 11847 11756 42252 3731 174 11348 9221 124 3557 3465 38521 175 38346 5771 78
is_linear=0
shrinkage=0.1


Tree=3056
num_leaves=31
num_cat=0
split_feature=0 0 4 6 2 6 5 7 3 4 3 1 0 4 0 0 2 4 6 1 6 6 1 6 4 4 3 3 3 5
split_gain=6.53967e+11 6.09783e+12 1.46124e+13 1.1281e+13 1.04191e+13 9.54413e+12 1.47666e+13 1.80344e+13 1.48769e+13 1.07751e+13 9.79184e+12 9.40878e+12 3.07928e+13 1.91684e+13 1.78885e+13 6.04625e+13 3.79299e+13 5.6114e+13 2.2972e+13 2.25375e+13 2.00149e+13 1.98958e+13 3.24775e+13 2.50027e+13 2.58507e+13 2.96328e+13 2.01391e+13 1.95759e+13 1.9536e+13 1.86234e+13
threshold=53.341100000000004 53.310923100000004 24.500000000000004 46.420000000000009 3062.5000000000005 105.00500000000001 3.5000000000000004 6.0000000000000009 4.5000000000000009 9.5000000000000018 4.5000000000000009 50.298521650000005 52.516286950000008 2.5000000000000004 52.516286950000008 52.07762420000001 2810.0000000000005 9.5000000000000018 48.025000000000013 40.965343750000009 93.050000000000011 130.05000000000004 45.71452080000001 120.05000000000001 19.500000000000004 17.500000000000004 15.500000000000002 1.5000000000000002 9.5000000000000018 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 11 4 -4 -3 -6 10 8 9 -8 -7 14 -13 -14 15 -1 17 19 -19 -16 -21 23 -23 27 25 28 -24 -18 -25 -28
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 12 13 -15 16 -17 21 18 -20 20 -22 22 26 24 -26 -27 29 -29 -30 -31
leaf_value=31.279864261408562 -23.3010536049606 -8265.5457342739774 12187.754467419611 -35443.099894662926 3368.290264466144 -62788.015152138163 86380.048750000016 -66882.908351236983 -8607.9139011548923 5497.3102120535723 -9471.4219838944682 206.68912309339612 3948.867705227889 -5297.2815593136202 11696.335519142332 -48479.677023612297 -4104.3149615196626 13805.222742387587 -8222.5477251583779 33822.952943323755 124555.278078125 111837.66187183278 22477.919716003249 -43726.92832541871 74154.932440476186 -144411.69437500002 -119655.2353515625 1884.8547312002445 40074.83157743566 2635.9562855113636
leaf_weight=879071 3044203 870 69 178 14677 76 40 30 92 28 63 57209 2539 19177 629 257 6214 798 1164 884 25 37 363 153 21 25 20 44825 34 33
leaf_count=879071 3044203 870 69 178 14677 76 40 30 92 28 63 57209 2539 19177 629 257 6214 798 1164 884 25 37 363 153 21 25 20 44825 34 33
internal_value=0 68.8938 1998.36 -22137.3 2373.87 2990.7 -13853.7 4266.9 17607.5 53075.4 -38622.9 38.1987 -1010.27 -4216.24 126.744 17.1016 1872.54 11947.4 736.76 26248.6 36318.3 1190.82 22056 1006.47 -31676.9 -42160.2 14070.6 1155.67 -28490.2 -43511.7
internal_weight=0 1.0296e+06 16123 247 15876 15006 329 190 160 68 139 1.01348e+06 78925 21716 934553 879328 55225 3500 1962 1538 909 51725 453 51272 233 212 416 51039 187 53
internal_count=4073804 1029601 16123 247 15876 15006 329 190 160 68 139 1013478 78925 21716 934553 879328 55225 3500 1962 1538 909 51725 453 51272 233 212 416 51039 187 53
is_linear=0
shrinkage=0.1


Tree=3057
num_leaves=31
num_cat=0
split_feature=1 1 0 7 1 3 6 6 6 6 4 4 0 0 6 4 7 4 0 3 0 6 6 3 3 6 4 6 6 0
split_gain=6.49291e+11 8.42793e+12 1.36921e+13 2.04172e+13 2.64194e+13 1.50815e+13 1.78676e+13 2.46912e+13 3.1159e+13 1.7407e+13 1.42085e+13 1.38784e+13 1.33243e+13 1.91326e+13 2.11769e+13 1.32129e+13 1.71323e+13 1.67235e+13 1.30267e+13 2.03277e+13 1.71665e+13 1.28815e+13 1.27992e+13 2.32511e+13 4.72533e+13 4.62491e+13 1.35421e+13 1.27703e+13 1.91837e+13 1.17791e+13
threshold=82.860505900000007 82.895858600000011 55.046782850000007 6.0000000000000009 82.886781200000016 1.5000000000000002 69.015000000000015 49.895000000000003 54.010000000000012 53.995000000000012 13.500000000000002 4.5000000000000009 55.02095400000001 55.034466500000008 74.615000000000009 10.500000000000002 6.0000000000000009 21.500000000000004 55.111813300000001 19.500000000000004 55.055052800000006 76.605000000000004 114.05000000000001 3.5000000000000004 4.5000000000000009 156.15000000000003 14.500000000000002 92.02500000000002 116.05000000000001 54.980317700000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -2 9 -9 -4 21 22 14 -14 -15 -17 -18 19 20 -6 -7 -13 -24 -25 26 -26 -12 -29 -8
right_child=1 -3 3 4 18 11 29 8 -10 -11 27 12 13 15 -16 16 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-21.281688939400436 11118.535561531702 17.807711021050192 1859.1155151686592 63551.169502898192 64418.4453125 -8891.8201094267388 41190.134597555661 -4726.205572150735 2834.3612069773121 -61233.610567434218 14675.616442790253 1040.4751296329036 -12944.224718755366 9835.6022873424463 -67236.919968199116 -19111.740285441083 10633.767369778358 -24083.980299920553 26155.032958898653 62384.374469866074 -21269.623403351885 -49843.95405939276 104010.37957763672 -69460.663251201928 61792.75244278169 -38675.486934840425 151586.07684659094 131605.24531250002 730.24605654761911 10421.581723559662
leaf_weight=3172333 1551 871109 4204 124 26 604 233 85 516 152 453 17959 910 794 78 600 642 177 356 42 232 88 32 52 71 47 22 24 21 267
leaf_count=3172333 1551 871109 4204 124 26 604 233 85 516 152 453 17959 910 794 78 600 642 177 356 42 232 88 32 52 71 47 22 24 21 267
internal_value=0 74.8916 1712.67 6236.71 21220.5 715.856 7624.11 3905.44 -10951.8 -40967.2 3751.09 -161.601 289.441 -5659.88 -17230.5 -494.154 -6274.16 3130.66 13219 -2131.76 -12634.4 -14099.6 1336.78 25092.9 11940 42174.5 83034.2 19722.7 70530.2 24759.7
internal_weight=0 901471 30362 5482 780 24880 2804 2304 753 237 4702 22076 21384 3201 988 2213 1419 819 656 300 258 692 18183 224 192 140 93 498 45 500
internal_count=4073804 901471 30362 5482 780 24880 2804 2304 753 237 4702 22076 21384 3201 988 2213 1419 819 656 300 258 692 18183 224 192 140 93 498 45 500
is_linear=0
shrinkage=0.1


Tree=3058
num_leaves=31
num_cat=0
split_feature=1 1 0 5 4 6 4 0 4 3 3 0 4 3 7 4 6 4 0 6 6 6 0 3 0 4 6 3 4 0
split_gain=6.77127e+11 1.4236e+13 2.30528e+13 2.31268e+13 2.16041e+13 3.53467e+13 6.05328e+13 3.31272e+13 3.45487e+13 1.95603e+13 1.82532e+13 1.60456e+13 1.90909e+13 1.99536e+13 1.52485e+13 1.6346e+13 6.4027e+13 5.30241e+13 3.3875e+13 4.354e+13 3.68227e+13 2.82939e+13 2.65817e+13 4.13702e+13 2.65226e+13 3.7625e+13 3.04643e+13 3.16375e+13 2.15938e+13 3.45604e+13
threshold=37.804148700000006 37.843405600000004 45.055912800000009 4.5000000000000009 15.500000000000002 81.02500000000002 13.500000000000002 55.390026600000006 5.5000000000000009 1.5000000000000002 9.5000000000000018 55.93962770000001 14.500000000000002 13.500000000000002 6.0000000000000009 21.500000000000004 110.01500000000001 20.500000000000004 55.922096200000006 92.02500000000002 91.02500000000002 38.010000000000012 55.710673100000008 15.500000000000002 55.910578700000009 24.500000000000004 67.91500000000002 8.5000000000000018 16.500000000000004 55.93962770000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -6 -10 12 13 -4 15 16 17 18 19 22 21 -20 -11 -24 25 -17 -26 -28 -23 -30
right_child=1 -3 3 -5 9 6 -8 8 10 14 -12 -13 -14 -15 -16 24 -18 -19 20 -21 -22 28 23 -25 26 -27 27 -29 29 -31
leaf_value=71.235112026606359 -50558.554171178839 -7.3589052310800547 -193.40987326281103 -107514.77041480655 26665.159843232617 -18885.908218749999 178755.71118750001 -38196.105363663388 47150.060314272305 -17366.609046045593 141554.81773097828 -12670.445049249938 71479.850469805751 -66195.383024796189 -22222.676418322229 -2675.8207828036225 -166953.39468149038 -109118.79534254808 77027.669838169648 127802.41090745194 -109081.75285456731 2669.2474740377288 14018.60468650113 -46375.171836948401 3715.6620109643832 -103031.86163194446 -13611.270412427328 88809.368185817613 -58805.7844511558 28336.32760184152
leaf_weight=1005148 101 3051869 10773 21 151 150 25 46 187 730 23 1146 37 46 815 220 26 52 28 26 52 164 996 128 356 45 43 101 243 56
leaf_count=1005148 101 3051869 10773 21 151 150 25 46 187 730 23 1146 37 46 815 220 26 52 28 26 52 164 996 128 356 45 43 101 243 56
internal_value=0 -23.3333 -2927.47 -2639.16 -2507 -406.367 27730.4 18430.8 40296.1 -8678.36 57489.6 -1416.78 -228.799 -474.036 -9986.1 -6932.57 -10845.2 -9205.3 -7061.06 -706.518 -29062 -20587.5 -2508.69 7141.02 5858.98 -19717.4 19414.5 58225.4 -26490.7 -42484.9
internal_weight=0 3.06866e+06 16787 16686 16665 12433 431 406 256 4232 210 12002 10856 10819 4081 3266 2501 2475 2423 1880 543 491 1854 1124 765 265 500 144 463 299
internal_count=4073804 3068656 16787 16686 16665 12433 431 406 256 4232 210 12002 10856 10819 4081 3266 2501 2475 2423 1880 543 491 1854 1124 765 265 500 144 463 299
is_linear=0
shrinkage=0.1


Tree=3059
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 7 0 4 2 2 4 3 0 1 1 5 3 3 1 1 0 0 4 1 3 3 0 3 3 1
split_gain=6.51159e+11 7.77964e+12 4.3395e+13 3.11808e+13 5.26595e+13 2.29893e+13 4.33874e+13 3.13833e+13 2.63086e+13 2.3498e+13 2.18851e+13 2.07737e+13 2.92181e+13 2.73922e+13 2.95159e+13 2.73126e+13 3.14403e+13 2.75037e+13 3.06352e+13 2.1391e+13 2.70498e+13 2.04964e+13 1.94628e+13 1.84733e+13 4.89148e+13 2.73184e+13 4.11141e+13 2.65038e+13 2.12952e+13 2.93912e+13
threshold=116.05000000000001 114.05000000000001 38.109452700000006 30.226173900000003 2.5000000000000004 6.0000000000000009 53.244414800000008 8.5000000000000018 75.000000000000014 7029.0000000000009 9.5000000000000018 3.5000000000000004 45.109778000000006 30.330566300000005 30.362494150000003 3.5000000000000004 5.5000000000000009 8.5000000000000018 30.323041000000003 30.362494150000003 55.93962770000001 55.595177750000005 5.5000000000000009 38.989878900000008 12.500000000000002 5.5000000000000009 45.036141150000006 10.500000000000002 12.500000000000002 59.999510900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 -6 11 -5 12 -10 -14 -15 17 22 18 -13 -18 -21 -16 -17 24 25 -4 -27 -28 29 -25
right_child=-2 2 23 4 5 6 7 -9 9 -11 -12 15 13 14 21 16 19 -19 -20 20 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.16186720723421372 -331.14864704302136 -16704.164204775054 -9840.8412921655963 151716.23010537791 -25283.212918198533 130672.47952473958 -107942.88892106683 -144.9144829437023 -50839.332219328702 -52205.950239415324 36846.135763888888 28589.462187500001 -22225.19402622768 147974.26364293983 86724.94672079281 12034.560021033654 126921.3729296875 36962.410108557415 122227.06472252157 90045.762197580654 -33741.408939119669 7239.1688334147148 -110323.0032451923 12455.261269303595 47910.95017061782 29185.335820312503 -104542.84700418307 -1409.3671370967743 -22706.094205588859 -8892.3115883745868
leaf_weight=4010126 58527 232 214 43 85 24 29 393 54 31 27 50 70 27 49 26 25 172 116 31 41 96 26 1555 87 40 127 31 348 1102
leaf_count=4010126 58527 232 214 43 85 24 29 393 54 31 27 50 70 27 49 26 25 172 116 31 41 96 26 1555 87 40 127 31 348 1102
internal_value=0 4.82685 3888.61 17276.4 22847.8 18446.8 -114.699 -7552.83 27655.3 33183.3 107409 36564 15671.3 30512.5 51975.5 49262.6 13594.3 64986.2 94023 47227.4 19555.8 34099.9 -49144.2 -2404.12 -20222.3 -34609.6 -61379.9 -84307.8 554.703 3601.28
internal_weight=0 4.01528e+06 5151 1647 1415 1345 446 422 899 814 70 783 296 242 172 487 149 338 166 97 72 145 52 3504 499 412 198 158 3005 2657
internal_count=4073804 4015277 5151 1647 1415 1345 446 422 899 814 70 783 296 242 172 487 149 338 166 97 72 145 52 3504 499 412 198 158 3005 2657
is_linear=0
shrinkage=0.1


Tree=3060
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 2 0 0 0 6 4 5 4 0 0 6 7 0 4 4 6 4 0 0 2 4 0 0 5 6
split_gain=6.24239e+11 6.61254e+12 2.39922e+13 6.71367e+13 5.99473e+13 6.53049e+13 1.26959e+14 6.18296e+13 4.67756e+13 6.42623e+13 4.51875e+13 4.49822e+13 4.42912e+13 1.1517e+14 6.27468e+13 5.31623e+13 4.58095e+13 4.05121e+13 4.20856e+13 4.02165e+13 3.86915e+13 4.43006e+13 3.62737e+13 3.50141e+13 6.32815e+13 7.95159e+13 4.63862e+13 4.83699e+13 4.00643e+13 3.95615e+13
threshold=37.343102500000008 37.401708450000008 55.60524465000001 15.500000000000002 37.374856000000008 75.000000000000014 55.685785750000008 55.633951400000008 55.850146250000009 65.805000000000021 9.5000000000000018 1.5000000000000002 12.500000000000002 55.806294650000005 55.850146250000009 48.025000000000013 6.0000000000000009 55.922096200000006 6.5000000000000009 11.500000000000002 52.610000000000007 13.500000000000002 56.067362750000008 55.866549750000011 75.000000000000014 31.500000000000004 55.696737300000009 55.702806750000008 3.5000000000000004 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 -2 4 7 12 11 10 -9 20 -4 -7 14 -14 -6 -16 -15 18 -11 -12 21 -10 -19 24 25 29 -26 -28 -29 -5
right_child=1 -3 3 23 5 6 -8 8 9 17 19 -13 13 16 15 -17 -18 22 -20 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-94.738557657722197 -2538.3175107879124 3.0710737830219248 136338.38870693112 9394.3992232435921 -2266.9273730319924 63283.969331978464 31432.754210723462 -16637.974807470633 -4347.9968847656255 50936.823937500005 16797.385398659779 201796.85859375002 58658.074923375774 9086.0482259114578 151569.58336736506 30530.038917195048 -127682.216953125 -46124.616530539774 227986.36993534482 158751.97154017858 -57113.878170230266 105340.50760472075 93258.856922238367 -8300.7211444627519 -45973.820136176219 -194309.8275568182 103973.24084123885 9321.0871914653108 66567.471633850102 -8897.4206104679834
leaf_weight=594077 10107 3448569 39 1634 1502 37 730 1386 170 25 402 64 462 48 44 207 50 33 29 21 95 47 43 3794 144 22 56 5564 125 4278
leaf_count=594077 10107 3448569 39 1634 1502 37 730 1386 170 25 402 64 462 48 44 207 50 33 29 21 95 47 43 3794 144 22 56 5564 125 4278
internal_value=0 16.1743 1466.44 3389.2 12963 21926.9 45971.6 656.059 -7604.58 20721.9 33341 151055 13288.3 37771.5 5467.12 51748.1 -60693.7 79792.6 146019 23844.8 -3890.94 19409.4 32737.1 57.9667 2740.27 -4547.95 10084.2 11489.3 10578.9 -3841.8
internal_weight=0 3.47973e+06 31158 21051 5434 3144 831 2290 1828 442 462 101 2313 560 1753 251 98 130 54 423 312 217 76 15617 11823 5934 5889 5745 5689 5912
internal_count=4073804 3479727 31158 21051 5434 3144 831 2290 1828 442 462 101 2313 560 1753 251 98 130 54 423 312 217 76 15617 11823 5934 5889 5745 5689 5912
is_linear=0
shrinkage=0.1


Tree=3061
num_leaves=31
num_cat=0
split_feature=6 6 1 2 0 0 6 7 5 7 4 0 1 1 2 4 1 1 1 5 1 0 0 1 1 1 4 5 3 3
split_gain=6.52522e+11 4.06114e+12 2.44676e+13 3.83587e+13 2.95898e+13 6.5738e+13 4.02395e+13 2.63099e+13 2.5305e+13 2.33043e+13 2.03471e+13 3.97089e+13 3.22561e+13 2.32907e+13 2.35131e+13 6.19906e+13 2.83604e+13 3.50226e+13 2.19101e+13 2.4799e+13 2.15953e+13 2.14623e+13 7.26103e+13 2.63489e+13 3.46159e+13 5.20328e+13 4.77972e+13 2.09563e+13 2.02228e+13 2.15742e+13
threshold=87.395000000000024 86.030000000000015 30.452677500000004 9613.5000000000018 59.939085000000013 59.950512650000007 87.015000000000015 6.0000000000000009 2.5000000000000004 6.0000000000000009 16.500000000000004 45.067157700000003 53.187400150000009 91.443676550000006 2810.0000000000005 11.500000000000002 38.066230450000006 37.543519500000009 44.064675150000006 2.5000000000000004 37.131181300000009 55.710673100000008 55.660117850000006 30.472130500000002 37.475446350000006 37.755233900000007 12.500000000000002 2.5000000000000004 17.500000000000004 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 -1 4 7 -3 6 -6 10 9 -7 13 27 18 14 15 16 17 20 19 28 -4 22 -17 -23 -25 26 -26 -12 29 -13
right_child=-2 2 3 -5 5 8 -8 -9 -10 -11 11 12 -14 -15 -16 21 -18 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.9429299140662897 -159.64089508348826 -18109.755548329973 -25937.007597423737 -18.417837482041417 118361.43110219594 -60263.574108979199 -26256.988912259614 -91.933979664526618 3050.0340894049014 16723.110412924631 -376.33213588169644 -28272.152571614584 26751.091970895086 48224.364652840042 7868.2066015843466 48917.200007695741 23649.59437458466 -43942.610765043217 -43276.541819730715 -12004.092282036538 37863.736237589525 125208.21752232144 204209.63294270833 -41492.329076760914 215364.8386997768 7884.242133608218 43177.081116365131 53949.765619462793 -31850.991970486113 79675.595471643523
leaf_weight=3772944 240899 1459 84 46076 74 132 26 3940 889 56 112 24 262 183 3831 184 482 188 188 988 144 28 36 63 28 135 38 194 36 81
leaf_count=3772944 240899 1459 84 46076 74 132 26 3940 889 56 112 24 262 183 3831 184 482 188 188 988 144 28 36 63 28 135 38 194 36 81
internal_value=0 10.0335 826.551 1259.73 -8593.66 3202.42 80760.6 6495.01 -3998.9 -37331.4 10045.8 1095.71 -5293.66 13156.2 11931.7 22972.3 7139.83 -11989.3 -11668.5 -6405.21 14358.2 50741.1 74328.7 32969.6 23186.7 43459.3 116226 34065.7 32826.6 55001.8
internal_weight=0 3.8329e+06 59961 57325 2636 1177 100 11249 1077 188 7309 1885 1579 5424 5241 1410 898 416 1317 1129 228 512 220 292 264 201 66 306 141 105
internal_count=4073804 3832905 59961 57325 2636 1177 100 11249 1077 188 7309 1885 1579 5424 5241 1410 898 416 1317 1129 228 512 220 292 264 201 66 306 141 105
is_linear=0
shrinkage=0.1


Tree=3062
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 0 6 3 6 6 4 4 0 5 6 6 0 1 4 1 0 0 0 0 3 6 3 6 6 6
split_gain=6.40741e+11 8.20806e+12 1.86004e+13 2.22345e+13 1.29334e+13 1.26883e+13 1.36086e+13 1.49814e+13 1.26149e+13 3.69734e+13 1.2938e+13 1.2133e+13 1.13798e+13 1.02647e+13 1.71952e+13 8.67428e+12 7.71019e+12 6.72555e+12 3.27714e+13 2.26137e+13 3.66183e+13 1.90282e+13 1.71397e+13 1.66233e+13 1.35539e+13 1.48212e+13 2.31097e+13 2.16036e+13 2.01069e+13 1.38535e+13
threshold=14.500000000000002 30.157841000000001 58.995000000000012 15.500000000000002 59.864072000000007 59.856552950000008 93.050000000000011 19.500000000000004 70.50500000000001 84.00500000000001 21.500000000000004 24.500000000000004 59.848366150000011 3.5000000000000004 96.050000000000011 84.810000000000016 59.856552950000008 30.389265100000003 15.500000000000002 30.410676000000006 60.042359000000012 59.764576050000009 59.950512650000007 59.990753350000013 18.500000000000004 73.00500000000001 15.500000000000002 95.045000000000016 60.910000000000004 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 12 5 8 -7 -8 11 -10 -11 -5 -4 14 -6 16 -14 18 22 20 21 -19 -3 -24 25 28 -27 -28 -23 -26
right_child=1 17 3 4 13 6 7 -9 9 10 -12 -13 15 -15 -16 -17 -18 19 -20 -21 -22 24 23 -25 29 26 27 -29 -30 -31
leaf_value=-11.495076130532434 -1340.9820161233165 -19736.523783319117 18295.99742238898 6897.1762092946847 -9547.2224308268233 42241.473734130865 37789.3525862069 -64760.539383370538 -81603.624136513157 -15426.259428879312 79034.165732758629 86954.146603260873 421.88856534090911 47693.410234375006 -103295.0980390625 112432.37089843751 69948.680219558184 -42915.180557889718 -971.57708924196231 193.41891117464968 -40768.288617412865 34935.604139122595 -134764.15525948661 -39193.961422025241 6441.4641845535443 75058.211516203708 8721.4322265624996 -120904.059765625 96302.024834735581 78258.367887931046
leaf_weight=3758080 1259 261 76 107 90 220 29 28 57 29 29 23 22 20 25 32 58 43 29857 282435 104 299 28 52 364 27 36 20 65 29
leaf_count=3758080 1259 261 76 107 90 220 29 28 57 29 29 23 22 20 25 32 58 43 29857 282435 104 299 28 52 364 27 36 20 65 29
internal_value=0 136.827 6361.91 17838.8 9161.53 16296.7 30959.3 -12586 -280.955 -24406.8 31804 21061.1 48163 -18427.8 -29927.2 68429.8 50828.8 95.0639 -1323.63 246.223 15356.4 21966.8 -32148.7 -72643.5 25288.1 37198.7 -934.192 -37573.4 45893.9 11740.9
internal_weight=0 315724 2104 845 657 522 277 57 245 115 58 130 188 135 115 112 80 313620 30198 283422 987 883 341 80 840 447 83 56 364 393
internal_count=4073804 315724 2104 845 657 522 277 57 245 115 58 130 188 135 115 112 80 313620 30198 283422 987 883 341 80 840 447 83 56 364 393
is_linear=0
shrinkage=0.1


Tree=3063
num_leaves=31
num_cat=0
split_feature=4 5 2 6 0 2 6 0 2 6 1 6 1 1 6 1 0 6 4 0 0 1 1 6 1 1 3 6 6 1
split_gain=6.5673e+11 4.06268e+12 7.70424e+12 1.0014e+13 1.83901e+13 1.83248e+13 1.66028e+13 2.91583e+13 2.87285e+13 2.66957e+13 2.14041e+13 4.70181e+13 3.99462e+13 4.64609e+13 4.08498e+13 3.31918e+13 6.29335e+13 3.15242e+13 2.29449e+13 6.37623e+13 3.44599e+13 2.01398e+13 2.59342e+13 2.31588e+13 1.55294e+13 1.90285e+13 5.30646e+13 2.7023e+13 3.63101e+13 2.04756e+13
threshold=5.5000000000000009 3.5000000000000004 8767.0000000000018 100.05000000000001 44.895258050000002 2632.5000000000005 106.49500000000002 45.047736150000013 75.000000000000014 102.04000000000001 30.323041000000003 103.03500000000001 30.472130500000002 30.370944000000005 104.01000000000001 30.084656550000002 59.91832440000001 102.04000000000001 4.5000000000000009 59.933037250000005 59.91832440000001 37.843405600000004 37.343102500000008 104.01000000000001 65.574968200000015 63.728898350000001 4.5000000000000009 189.00000000000003 142.05000000000004 61.400814300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 11 15 13 14 17 -10 -17 -12 20 -20 -13 22 23 -14 25 29 27 28 -27 -8
right_child=-2 2 -4 6 5 -7 24 8 10 -11 12 18 21 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=27.053086546361477 -25.105977951303604 -8340.0865665355177 4340.7095930803744 -37450.927006740203 -3538.3884949972162 3378.0302390955922 425.98820566001223 60034.315896739135 -25033.456387867649 47136.281647650634 8652.3893554687511 -94024.039765625013 -59508.841286057694 -138492.54570617675 87755.807591711957 245464.060703125 36163.616390931376 -124510.61577514648 -4301.9907031249995 -219484.58415178573 70522.833392857152 -24941.658713589684 73399.976914828439 41700.375722656252 -17641.084937358526 47752.154478236611 -93691.242281250015 3409.6737614329272 196390.89664351853 -56833.218976314485
leaf_weight=1102205 2928705 1798 6005 51 4682 21068 7179 46 34 139 32 20 52 64 23 20 51 40 40 21 35 708 51 40 497 42 25 41 27 63
leaf_count=1102205 2928705 1798 6005 51 4682 21068 7179 46 34 139 32 20 52 64 23 20 51 40 40 21 35 708 51 40 497 42 25 41 27 63
internal_value=0 64.211 1019.02 478.3 1437.71 2120.45 -2351.15 -12118.5 -17556.6 24431.3 -20456 7733.26 -26624.2 -72633.3 -28264.9 56214.2 95121.5 -65327.1 -36150.3 -78381.2 10687.6 -18027.9 16202.5 -15504.8 -531.405 621.301 37819.7 67708.6 105915 -72.1242
internal_weight=0 1.1451e+06 42894 36889 27548 25750 9341 1467 1277 190 1231 221 1010 159 95 105 71 72 116 61 55 851 143 92 7874 7377 135 110 69 7242
internal_count=4073804 1145099 42894 36889 27548 25750 9341 1467 1277 190 1231 221 1010 159 95 105 71 72 116 61 55 851 143 92 7874 7377 135 110 69 7242
is_linear=0
shrinkage=0.1


Tree=3064
num_leaves=31
num_cat=0
split_feature=4 5 6 0 2 0 0 1 1 6 1 6 6 6 4 6 1 4 4 5 1 0 1 3 4 4 6 0 1 0
split_gain=6.30887e+11 5.07164e+12 1.10511e+13 1.50166e+13 5.22398e+13 3.81294e+13 2.95733e+13 8.19804e+13 6.86225e+13 8.53296e+13 6.511e+13 7.22824e+13 4.77871e+13 8.86588e+13 7.54909e+13 4.58379e+13 3.99728e+13 3.26461e+13 2.89145e+13 2.85578e+13 6.71739e+13 4.57283e+13 3.79225e+13 7.40458e+13 4.78561e+13 4.41764e+13 4.16269e+13 4.5256e+13 3.50459e+13 3.27226e+13
threshold=9.5000000000000018 1.5000000000000002 61.805000000000007 55.214863500000007 6082.0000000000009 55.806294650000005 55.81943720000001 37.618684050000006 37.755233900000007 53.705000000000005 37.46219940000001 57.005000000000003 57.715000000000011 56.010000000000012 21.500000000000004 50.010000000000012 37.425454150000007 19.500000000000004 14.500000000000002 2.5000000000000004 37.475446350000006 55.753967500000009 37.702956500000006 3.5000000000000004 15.500000000000002 16.500000000000004 56.805000000000007 55.649510000000014 37.503969450000007 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 7 10 9 15 16 -12 13 -11 -15 -9 -7 -13 -10 29 21 -21 23 25 26 28 27 -25 -22 -5
right_child=1 2 -4 4 -6 6 -8 8 18 12 11 17 -14 14 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-42.249117693665298 -127.85282002495993 1161.5326108569864 -78.371136766413372 -418.56446326817695 -4825.6949071509289 -2230.5307455698653 1236.6841311859903 36540.644088382323 -10159.507302661059 45230.097048408294 -10402.414042484294 -170376.32048141892 43653.087777393586 268459.65325797873 94374.985926444584 -50956.409763136187 58331.178431128108 -65497.028939127609 18804.355435241647 38283.91305168705 22266.026171875001 167001.58278645834 14409.65594725785 43726.044837688583 -22728.778786262064 33493.15772804054 3383.9145611005961 189892.77477678572 -105934.26212419181 -5015.9956437235724
leaf_weight=1892492 1008013 217305 691090 75262 20369 480 143874 143 492 107 383 37 252 47 53 103 141 150 1151 345 25 30 1138 87 340 37 194 28 145 19491
leaf_count=1892492 1008013 217305 691090 75262 20369 480 143874 143 492 107 383 37 252 47 53 103 141 150 1151 345 25 30 1138 87 340 37 194 28 145 19491
internal_value=0 36.655 177.988 545.396 39.9695 445.264 1458.83 10489.8 21329.6 47427.6 -10880.4 -35285.3 72896.9 108498 176195 -94.3012 11520.2 -86248.5 10131.1 -1093.13 9751.57 48581.3 2449.09 -13451.8 3158.49 -65529.3 31642.9 79314.5 -87081.3 -1364.27
internal_weight=0 2.18131e+06 1.1733e+06 482209 264904 244535 147413 3539 2348 705 1191 570 459 207 100 246 621 187 1643 97122 2369 375 1994 856 649 207 309 115 170 94753
internal_count=4073804 2181312 1173299 482209 264904 244535 147413 3539 2348 705 1191 570 459 207 100 246 621 187 1643 97122 2369 375 1994 856 649 207 309 115 170 94753
is_linear=0
shrinkage=0.1


Tree=3065
num_leaves=31
num_cat=0
split_feature=1 0 0 6 0 0 6 6 0 0 1 6 1 6 4 3 1 7 6 0 3 6 1 4 4 6 1 0 7 3
split_gain=6.5839e+11 4.48796e+12 2.62016e+13 3.01841e+13 2.5776e+13 2.0416e+13 1.85423e+13 1.72534e+13 1.77051e+13 1.69995e+13 2.288e+13 1.90418e+13 1.66152e+13 2.55112e+13 1.57426e+13 1.51272e+13 1.33882e+13 1.81237e+13 2.146e+13 1.33839e+13 1.31587e+13 1.29652e+13 1.24216e+13 1.22747e+13 1.12701e+13 9.74136e+12 9.39195e+12 7.84854e+13 1.50802e+13 1.04544e+13
threshold=82.971668900000012 55.080855950000007 55.071632200000003 74.015000000000015 55.390026600000006 55.972700350000004 108.05000000000001 39.505000000000003 55.102137100000007 55.348830750000012 86.020047450000007 94.02500000000002 86.169282750000022 110.01500000000001 11.500000000000002 4.5000000000000009 82.981285100000022 6.0000000000000009 46.805000000000007 55.783232450000007 2.5000000000000004 106.49500000000002 107.59716050000002 14.500000000000002 13.500000000000002 112.00500000000001 82.981285100000022 55.111813300000001 6.0000000000000009 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 16 7 6 19 -3 -9 12 -11 -12 13 14 26 -13 17 24 -19 22 -15 -17 -6 -18 -4 -5 29 -28 -29 -10
right_child=1 4 3 25 5 -7 -8 8 9 10 11 15 -14 20 -16 21 23 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=16.078545234433555 -162.5991774351676 -1072.7557052275224 -7445.4748648209488 -25594.902079564145 -4067.7293069834845 259.78189929491049 -64144.283298938681 17339.041795878464 10145.698243862113 -43930.943301606516 11406.762557218444 14899.193783482144 14002.509919059999 -106959.24000289352 -16726.874322439933 119634.65600961538 -3138.9592970334229 7166.7030955629489 68070.633295898442 -18059.18897324162 -27046.192167295259 37559.565479800578 25324.138786803785 -20494.974026979438 11875.403651494566 -79946.962321428582 -98653.489196301744 3675.5342589348702 -28308.561713899529 52537.542776442308
leaf_weight=3512022 452658 4798 1325 570 6582 80154 53 1237 554 71 2272 70 1124 27 437 39 863 209 80 689 87 38 147 772 391 35 77 6207 151 65
leaf_count=3512022 452658 4798 1325 570 6582 80154 53 1237 554 71 2272 70 1124 27 437 39 863 209 80 689 87 38 147 772 391 35 77 6207 151 65
internal_value=0 -100.516 -235.933 -8055.77 489.425 -206.231 -5205.94 4022.34 5984.94 4733.05 12021.3 13663.5 2654.03 976.755 1691.25 48543.9 -4618 858.614 24025.9 -4784.84 -45973 79130.1 -3425.64 -11334 -3043.11 -28739.2 2832.26 1700.56 2915.92 14597.2
internal_weight=0 561782 456903 4245 104879 87625 7471 17254 12456 11219 2490 2419 8729 7605 7491 147 3640 2005 289 7418 114 77 6729 1635 1716 605 7054 6435 6358 619
internal_count=4073804 561782 456903 4245 104879 87625 7471 17254 12456 11219 2490 2419 8729 7605 7491 147 3640 2005 289 7418 114 77 6729 1635 1716 605 7054 6435 6358 619
is_linear=0
shrinkage=0.1


Tree=3066
num_leaves=31
num_cat=0
split_feature=6 4 6 4 2 1 0 1 1 6 2 7 1 0 6 3 6 1 3 2 0 0 5 4 3 6 2 5 4 6
split_gain=6.36931e+11 3.95277e+12 1.5656e+13 1.45923e+13 1.33976e+13 1.4213e+13 1.77989e+13 2.29183e+13 1.39961e+13 2.72762e+13 1.37922e+13 1.23222e+13 3.12783e+13 2.65135e+13 2.90116e+13 1.52187e+13 1.4001e+13 2.94696e+13 1.95709e+13 1.18956e+13 2.72702e+13 3.85153e+13 3.37787e+13 2.77924e+13 2.73896e+13 1.94992e+13 1.88586e+13 1.54411e+13 1.73365e+13 1.48553e+13
threshold=42.005000000000003 5.5000000000000009 44.010000000000012 8.5000000000000018 75.000000000000014 37.374856000000008 55.702806750000008 37.475446350000006 37.563506350000004 43.205000000000005 451.00000000000006 6.0000000000000009 37.649344350000007 55.749683450000006 43.205000000000005 2.5000000000000004 43.405000000000008 37.543519500000009 4.5000000000000009 2691.5000000000005 55.030407050000001 55.039488700000007 1.5000000000000002 9.5000000000000018 4.5000000000000009 43.205000000000005 9651.0000000000018 1.5000000000000002 21.500000000000004 43.205000000000005
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 3 4 5 -3 7 -7 9 -9 -6 12 13 14 -8 -13 17 -15 -18 -5 23 22 24 -21 -22 -25 -27 -23 -29 -30
right_child=1 2 -4 19 10 6 11 8 -10 -11 -12 15 -14 16 -16 -17 18 -19 -20 20 21 27 -24 25 -26 26 -28 28 29 -31
leaf_value=54.727421302571315 172.75804003159126 -46436.895865092629 -26.684667939589396 499.10843914244327 -23419.320121042354 -23774.438582136827 164194.83504971594 170881.73809661868 21399.749261623478 41516.43181089744 -5428.2355657404978 -37632.200409226192 -58604.258026994976 33736.5787890625 -2216.9553124999998 61068.837942054626 -12952.459189703526 -101330.28872767858 108717.73325195313 5003.5974610958656 -42853.615732243336 -1426.8848747147285 -2270.0793455754697 693.57660539167205 -8327.3429409638302 -5921.0784175821618 3221.457100778603 -6678.5970588768896 33982.718954779179 -2299.4240607010693
leaf_weight=1397217 714783 41 1831867 40583 456 37 22 28 41 39 6500 21 84 30 20 61 39 35 20 9086 629 23794 765 21642 362 11253 2822 11065 196 266
leaf_count=1397217 714783 41 1831867 40583 456 37 22 28 41 39 6500 21 84 30 20 61 39 35 20 9086 629 23794 765 21642 362 11253 2822 11065 196 266
internal_value=0 -28.5685 -101.922 -1162.62 -5452.27 10062.8 14919.1 44148.7 67418.7 95579.5 -6607.64 2153.19 -8880.26 16281.3 84951.1 35791.7 -6977.85 -38991.7 28291.7 -900.824 -1594.69 -3600.8 -18055.8 65.4895 -30241.6 -1190.71 -4088.02 -2882.17 -5886.16 13093
internal_weight=0 2.67659e+06 1.9618e+06 129937 7474 518 477 145 108 67 6956 332 250 166 42 82 124 65 59 122463 81880 37077 1756 44803 991 35717 14075 35321 11527 462
internal_count=4073804 2676587 1961804 129937 7474 518 477 145 108 67 6956 332 250 166 42 82 124 65 59 122463 81880 37077 1756 44803 991 35717 14075 35321 11527 462
is_linear=0
shrinkage=0.1


Tree=3067
num_leaves=31
num_cat=0
split_feature=4 1 0 0 7 1 0 1 6 4 1 1 1 6 4 3 3 6 1 0 4 4 1 0 6 4 4 4 1 4
split_gain=6.82354e+11 4.99854e+12 2.48096e+13 1.07557e+14 6.94141e+13 6.99689e+13 8.7751e+13 1.63144e+14 1.86304e+14 9.85629e+13 8.18861e+13 6.5776e+13 1.85795e+14 7.52387e+13 6.34677e+13 5.87232e+13 5.833e+13 4.99991e+13 4.73037e+13 9.70396e+13 6.11693e+13 5.52871e+13 5.43687e+13 1.45178e+14 1.0465e+14 9.0525e+13 8.99037e+13 1.08649e+14 1.26885e+14 7.63547e+13
threshold=9.5000000000000018 37.503969450000007 55.737027400000009 55.685785750000008 6.0000000000000009 37.401708450000008 55.696737300000009 37.46219940000001 68.00500000000001 31.500000000000004 37.488790500000007 37.318079750000003 37.131181300000009 55.405000000000008 21.500000000000004 18.500000000000004 5.5000000000000009 118.04500000000002 37.488790500000007 55.702806750000008 21.500000000000004 22.500000000000004 37.475446350000006 55.696737300000009 38.605000000000011 21.500000000000004 15.500000000000002 14.500000000000002 37.401708450000008 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 11 -6 9 8 -8 15 -9 12 -5 -14 16 -7 -10 18 22 20 -20 -21 26 24 -24 -25 27 -13 -29 -28
right_child=1 -3 -4 4 5 6 7 10 14 -11 -12 17 13 -15 -16 -17 -18 -19 19 21 -22 -23 23 25 -26 -27 29 28 -30 -31
leaf_value=-43.938641208774996 -438.66129985374539 114.34879196345055 207.09647047625251 -27308.753132663609 -15798.790955980816 -94332.43077352336 -38.943102406264458 185432.63851734204 84167.110743931378 3660.6536179959421 -5076.7619791666666 -4097.4305775101629 -2557.0120999999999 65810.511480874935 68109.512454705487 15171.921236590486 281803.80722656252 -173611.87233072918 -34180.194572032582 96773.50991379311 85072.901808259936 -34746.647103658535 195212.4970766129 -140650.71213907163 -32385.660109105604 1243.7217981557378 -60973.550313176645 5297.8787397540982 222634.67056070964 -20919.23645099068
leaf_weight=1892492 110929 1740076 316938 892 1821 182 1081 91 28 1336 30 1007 250 452 152 67 32 21 352 145 49 41 31 171 58 61 534 61 48 4376
leaf_count=1892492 110929 1740076 316938 892 1821 182 1081 91 28 1336 30 1007 250 452 152 67 32 21 352 145 49 41 31 171 58 61 534 61 48 4376
internal_value=0 38.1209 -262.495 -1459.87 -9933.32 -336.915 9051.57 27162 16771 -7104.95 138199 -15343.9 2978.48 41463.1 102486 -64867.4 189573 -19543.1 -19076.5 8082.95 -19608.1 67782.5 -21588.3 -61689.1 46890.1 -103342 -19452.2 6168.03 101006 -25275.4
internal_weight=0 2.18131e+06 441236 124298 13369 4820 2999 1414 1293 1585 121 8549 1594 702 212 249 60 6955 6934 587 401 186 6347 321 89 232 6026 1116 109 4910
internal_count=4073804 2181312 441236 124298 13369 4820 2999 1414 1293 1585 121 8549 1594 702 212 249 60 6955 6934 587 401 186 6347 321 89 232 6026 1116 109 4910
is_linear=0
shrinkage=0.1


Tree=3068
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 0 6 6 6 4 0 3 6 6 3 3 6 0 4 6 4 4 4 4 4 6 0 7
split_gain=6.74356e+11 1.3022e+13 2.6728e+13 6.88416e+13 6.71324e+13 4.93493e+13 4.31267e+13 5.29263e+13 3.28123e+13 3.58528e+13 3.21105e+13 3.42766e+13 5.03188e+13 2.47823e+13 2.41702e+13 2.35419e+13 2.29733e+13 2.17039e+13 4.35418e+13 4.84156e+13 2.60156e+13 2.47685e+13 2.14867e+13 1.94521e+13 1.7312e+13 1.70733e+13 3.04907e+13 5.07689e+13 3.84545e+13 2.04715e+13
threshold=37.804148700000006 37.780517050000007 55.922096200000006 55.812023600000011 13.500000000000002 55.93962770000001 55.710673100000008 44.739668300000005 50.410000000000004 74.615000000000009 76.605000000000004 13.500000000000002 55.783232450000007 4.5000000000000009 84.810000000000016 72.020000000000024 10.500000000000002 10.500000000000002 51.805000000000007 55.696737300000009 5.5000000000000009 57.410000000000004 16.500000000000004 21.500000000000004 11.500000000000002 14.500000000000002 22.500000000000004 60.910000000000004 55.753967500000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 15 22 12 13 -12 -14 25 24 20 -19 21 -9 -20 -11 -5 -17 -10 27 28 -27 -28
right_child=-2 2 4 23 5 -7 8 17 9 10 11 -13 14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=25.327563212797472 -23.285499723013558 4965.1410007551431 -6065.7820086753536 -10077.942096037823 35055.002145821709 130729.99313380284 5860.5452666613528 3023.2372086266982 39206.588982307825 -21875.56783621652 -22120.979113769532 56457.400805664067 -1909.6365530303033 -122459.45763671875 127010.99834735578 62252.936640625005 2789.7481640625001 -27800.776585098141 65033.367497996805 126164.22119140625 -20139.960236162009 -43296.432421875004 -155687.16212797619 -36065.051863380264 187075.96416406252 -89535.532781250004 90905.947499593109 -130541.60800223214 59624.429711696081 18040.668095802775
leaf_weight=989159 3068656 7668 365 674 224 71 2303 658 685 28 64 96 33 40 26 20 20 121 39 56 1843 46 21 503 25 25 48 35 56 196
leaf_count=989159 3068656 7668 365 674 224 71 2303 658 685 28 64 96 33 40 26 20 20 121 39 56 1843 46 21 503 25 25 48 35 56 196
internal_value=0 71.0892 2902.13 2053.76 22606.3 58081.9 3986.38 689.293 13229 25196.4 -4989.9 9054.28 -18864.1 -60712.7 54902.8 33572.4 91965.4 -11177.2 16206 53970.7 -14045.8 6407.83 -79223.4 -21183.7 131599 29940.3 12308.6 -29899.8 13587.4 32374.8
internal_weight=0 1.00515e+06 15989 15329 660 295 14152 10431 3721 1418 308 259 163 104 59 1110 65 2763 262 141 2501 85 49 1177 45 1045 360 116 81 244
internal_count=4073804 1005148 15989 15329 660 295 14152 10431 3721 1418 308 259 163 104 59 1110 65 2763 262 141 2501 85 49 1177 45 1045 360 116 81 244
is_linear=0
shrinkage=0.1


Tree=3069
num_leaves=31
num_cat=0
split_feature=0 4 4 4 0 1 0 0 0 6 6 1 7 1 0 5 6 1 6 6 0 1 4 6 1 7 1 1 6 6
split_gain=6.67011e+11 8.09462e+12 7.00455e+12 2.13855e+13 4.16623e+13 6.85493e+13 7.12575e+13 4.62638e+13 6.69218e+13 5.36476e+13 4.0207e+13 3.92495e+13 4.861e+13 1.25854e+14 9.75846e+13 8.00175e+13 6.93417e+13 6.16552e+13 8.22246e+13 5.47448e+13 3.8567e+13 5.15304e+13 6.5293e+13 6.67176e+13 4.4653e+13 4.10853e+13 5.57412e+13 6.29912e+13 8.86445e+13 4.08155e+13
threshold=57.100506200000005 35.500000000000007 16.500000000000004 14.500000000000002 59.982409200000006 30.438492500000006 60.034792100000011 59.933037250000005 59.939085000000013 34.010000000000012 104.01000000000001 30.315889700000003 6.0000000000000009 30.345769800000003 60.034792100000011 2.5000000000000004 86.920000000000016 30.389265100000003 80.720000000000013 58.755000000000003 59.905532300000012 30.410676000000006 15.500000000000002 73.995000000000019 30.323041000000003 6.0000000000000009 30.425503950000003 30.438492500000006 39.025000000000013 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -7 20 9 -9 -11 -6 17 14 15 19 -17 -13 -19 -14 -5 22 23 24 -22 26 -23 28 -28 -29
right_child=1 -3 -4 4 5 6 -8 8 -10 10 -12 12 13 -15 -16 16 -18 18 -20 -21 21 25 -24 -25 -26 -27 27 29 -30 -31
leaf_value=18.17680235430073 -66.474028066442898 36336.139446321082 446.74293809440826 -2989.9389437042541 1961.1321286953334 -38619.891339791626 -461.84959983843748 45481.427192735187 -4733.7153254108289 -33085.768310957203 67073.331408095939 -3884.4112224514993 57416.696372558596 -23428.736555112642 220903.61604729728 162340.13140470299 15305.896841755321 21367.182833942257 135422.02871093751 -20508.951213430853 -105271.36338900863 140661.01045837402 67243.232548014319 98321.646189413266 3335.200055547592 -28493.59886001455 66251.6875 11675.477722932994 -106867.54495947267 122997.2442555147
leaf_weight=3389777 455676 61 177742 32838 3270 637 2112 97 4546 1785 41 1314 250 232 37 101 47 897 68 141 58 32 312 49 109 347 42 1052 100 34
leaf_count=3389777 455676 61 177742 32838 3270 637 2112 97 4546 1785 41 1314 250 232 37 101 47 897 68 141 58 32 312 49 109 347 42 1052 100 34
internal_value=0 -90.0773 -93.326 -282.951 -2234.43 3890.14 -9303.85 -3580.18 -11348.9 -26987.2 -30836.9 9595.71 17682.9 38757.6 63804.8 53020.7 115647 10211 29404.2 29315.6 -2143.2 10880.4 37983.8 -4279.82 -34384.4 1975.23 10366.3 6970.95 -55663.3 15160.7
internal_weight=0 684027 683966 506224 50548 9106 2749 41442 6469 1923 1826 6357 3087 808 576 539 148 2279 965 391 34973 2135 528 216 167 1607 1260 1228 142 1086
internal_count=4073804 684027 683966 506224 50548 9106 2749 41442 6469 1923 1826 6357 3087 808 576 539 148 2279 965 391 34973 2135 528 216 167 1607 1260 1228 142 1086
is_linear=0
shrinkage=0.1


Tree=3070
num_leaves=31
num_cat=0
split_feature=2 1 1 0 4 0 6 1 4 6 6 1 4 1 7 1 4 4 0 3 6 6 4 4 4 6 6 3 5 0
split_gain=6.42742e+11 3.98388e+12 2.05772e+13 2.84823e+13 2.2173e+13 4.30496e+13 4.6868e+13 5.55134e+13 6.54871e+13 3.63427e+13 2.93576e+13 2.82094e+13 6.75855e+13 2.36557e+13 2.32332e+13 2.13697e+13 3.41231e+13 4.3306e+13 2.0573e+13 1.8293e+13 1.80803e+13 1.70859e+13 2.49021e+13 2.58523e+13 2.40985e+13 1.64561e+13 1.57527e+13 1.90292e+13 1.51679e+13 2.76633e+13
threshold=3129.5000000000005 39.735861600000007 39.703507450000011 47.222459950000008 9.5000000000000018 47.22829500000001 76.605000000000004 39.718675700000013 16.500000000000004 108.05000000000001 130.05000000000004 39.723160900000003 19.500000000000004 39.712886600000012 6.0000000000000009 39.712886600000012 15.500000000000002 27.500000000000004 47.245981600000007 8.5000000000000018 76.605000000000004 64.805000000000021 15.500000000000002 10.500000000000002 23.500000000000004 101.02000000000002 149.05000000000004 3.5000000000000004 3.5000000000000004 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 14 -8 10 -7 -9 12 -10 18 -6 16 -4 20 -11 -2 -18 -17 23 -23 -24 -13 -5 -28 -21 -30
right_child=1 -3 3 4 5 9 7 8 11 13 -12 25 -14 -15 -16 21 17 -19 -20 28 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-36.142431542958143 474.7598102168285 -16.634139654552772 37.31639506534605 1397.3017617139085 15351.12295729469 5832.0499959128711 12353.981099697789 50150.542875707433 165867.79007352944 43705.575801013765 -80196.716171875014 127667.07916666668 -21358.860887096773 -36435.08194565717 -34183.965668004588 -2275.2794306783085 61907.200522085339 13142.774555305439 -34543.509713309155 -1474.3261619433615 154873.73035714286 -7631.6261525472 -37213.047851774063 47689.334446747453 -2680.1074848334506 247745.01278125003 3214.9687946428571 114950.29907407408 -19686.058129003548 26128.226892807907
leaf_weight=2228633 173820 1579310 794 22089 721 12941 243 127 51 84 20 21 31 340 109 5786 52 177 56 45575 35 612 577 98 311 25 35 27 951 153
leaf_count=2228633 173820 1579310 794 22089 721 12941 243 127 51 84 20 21 31 340 109 5786 52 177 56 45575 35 612 577 98 311 25 35 27 951 153
internal_value=0 43.6535 401.784 2341.43 3539.65 6540.9 23576.5 47179.5 77952.5 4829.85 32416.2 130248 95087 -22189.8 8845.91 -2898.79 10392.9 41538 12405.9 2.75064 99307.5 -4803.25 -13956.5 4.22475 -25118.7 192927 1538.58 51873.9 -1754.88 -13336.8
internal_weight=0 1.84517e+06 265861 45362 36920 14769 1348 518 275 13421 147 128 82 480 830 8442 1058 264 140 220499 87 7384 1598 710 888 46 22151 62 46679 1104
internal_count=4073804 1845171 265861 45362 36920 14769 1348 518 275 13421 147 128 82 480 830 8442 1058 264 140 220499 87 7384 1598 710 888 46 22151 62 46679 1104
is_linear=0
shrinkage=0.1


Tree=3071
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 4 6 1 7 6 6 0 4 2 0 0 2 4 4 1 1 4 3 0 6 6 6 3 1 4
split_gain=6.4837e+11 8.51189e+12 1.51273e+13 2.03574e+13 1.18761e+14 6.01143e+13 7.50702e+13 4.11161e+13 5.17974e+13 3.63401e+13 4.97683e+13 5.83698e+13 8.4402e+13 3.55413e+13 3.27502e+13 6.01705e+13 8.64784e+13 6.92853e+13 5.33097e+13 3.91913e+13 7.0527e+13 1.21618e+14 9.29267e+13 1.17737e+14 8.01532e+13 4.92693e+13 3.75377e+13 4.09054e+13 3.93305e+13 4.47496e+13
threshold=49.010000000000012 1.5000000000000002 60.042359000000012 56.791379400000004 56.858606850000008 16.500000000000004 74.615000000000009 60.571186450000006 6.0000000000000009 51.015000000000008 50.995000000000012 56.838524800000009 24.500000000000004 2561.0000000000005 55.81943720000001 55.783232450000007 75.000000000000014 6.5000000000000009 31.500000000000004 43.997056950000008 45.71452080000001 9.5000000000000018 3.5000000000000004 56.324067350000007 51.015000000000008 50.995000000000012 54.010000000000012 18.500000000000004 37.534144550000008 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 14 5 6 7 -5 -9 10 -7 -12 -13 -6 15 -2 18 -18 26 -16 21 22 -21 24 -24 -23 28 -28 -17 -30
right_child=1 -3 -4 4 13 9 -8 8 -10 -11 11 12 -14 -15 19 16 17 -19 -20 20 -22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=39.255328044203026 -1330.1350213726446 5.9471393750245651 -13152.999103426317 7619.5787258104356 -52735.655467259072 8414.6927016689551 -79153.738006981381 44454.1307554175 106932.44654737905 24883.009656287577 2578.9606721809114 14467.438328394397 -203368.33777173914 -456.54144154822399 -13781.099096166472 123480.20007990056 51838.020391975566 -7849.0007495853079 204389.21205357145 17758.683160731591 -6395.6864963200933 59331.44334152079 218152.29031250003 318517.84821428574 38344.915914522062 -16328.056685901989 -17230.302075520834 108953.30752268145 143131.17677734376 30230.240221444903
leaf_weight=2069790 64494 1906973 1006 174 131 555 47 463 186 856 83 29 46 17746 4543 77 235 1128 21 129 3889 107 35 28 85 440 150 31 40 287
leaf_count=2069790 64494 1906973 1006 174 131 555 47 463 186 856 83 29 46 17746 4543 77 235 1128 21 129 3889 107 35 28 85 440 150 31 40 287
internal_value=0 -40.5438 -954.146 -826.359 1984.44 22683.9 43767 50786.8 62360.1 10993.4 -5681.88 -55198.3 -119139 -839.635 -1580.52 -804.402 16415.8 2441.86 47845.7 -7153.44 -764.839 25810.8 79797.9 133873 90788.7 -1528.12 42226.2 4381.26 59181.4 44040.8
internal_weight=0 2.00401e+06 97041 96035 20316 2439 870 823 649 1569 713 158 75 17877 75719 66463 1969 1363 606 9256 4713 824 277 148 120 547 585 181 404 327
internal_count=4073804 2004014 97041 96035 20316 2439 870 823 649 1569 713 158 75 17877 75719 66463 1969 1363 606 9256 4713 824 277 148 120 547 585 181 404 327
is_linear=0
shrinkage=0.1


Tree=3072
num_leaves=31
num_cat=0
split_feature=2 1 6 4 3 6 6 6 5 6 6 6 6 4 0 0 0 0 0 1 2 4 4 0 3 4 0 0 0 4
split_gain=6.66907e+11 7.52768e+12 1.48719e+13 1.30689e+13 1.21888e+13 2.36228e+13 1.36288e+13 3.68522e+13 1.3318e+13 2.94706e+13 1.49373e+13 1.33693e+13 2.55507e+13 1.58122e+13 1.99974e+13 1.48243e+13 2.24835e+13 1.26432e+13 1.19484e+13 1.15624e+13 1.12691e+13 1.45913e+13 1.24933e+13 1.04373e+13 1.31245e+13 1.10282e+13 9.54838e+12 1.66585e+13 8.72099e+12 2.21532e+13
threshold=2599.0000000000005 36.865631950000008 156.15000000000003 25.500000000000004 3.5000000000000004 138.05000000000004 101.02000000000002 94.02500000000002 2.5000000000000004 54.710000000000008 90.045000000000016 76.00500000000001 71.030000000000015 9.5000000000000018 55.348830750000012 55.348830750000012 55.728148450000006 55.633951400000008 55.728148450000006 34.382014200000008 2200.0000000000005 12.500000000000002 9.5000000000000018 55.390026600000006 7.5000000000000009 9.5000000000000018 55.897267000000006 55.850146250000009 56.324067350000007 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 8 7 -1 9 19 11 12 15 14 -13 -11 17 23 -4 -6 22 -22 -14 24 -17 -25 27 -18 -10 -30
right_child=-2 -3 18 -5 5 -7 -8 -9 28 10 -12 13 20 -15 -16 16 26 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=482.06705775818949 -20.129876901524824 138.03658862341823 76968.199125635903 79128.690468750006 10947.83930708673 -73882.189518229163 23968.897924703386 -54961.259949638428 185.58394130590551 -24800.654689180985 60450.10177283654 -8483.1466099330355 -47427.792624383226 -10880.148048717572 -94263.873214285719 -15637.617417077852 -19487.145567311672 27490.446667301832 -12327.033355978261 -3479.4940176060536 75118.493669181044 -19008.052785326086 19402.685248378541 -14108.44421073718 59086.224921875008 -97342.902890625002 -9246.477475585938 -80364.897479248059 8776.2869647313692 94894.708806818177
leaf_weight=13010 3265512 781310 43 20 602 48 241 121 2888 1092 26 42 38 106 77 57 151 205 23 7190 58 23 106 78 40 20 265 64 315 33
leaf_count=13010 3265512 781310 43 20 602 48 241 121 2888 1092 26 42 38 106 77 57 151 205 23 7190 58 23 106 78 40 20 265 64 315 33
internal_value=0 81.325 -1560.86 -1677.11 -1737.2 -3854.01 403.671 -28.8341 -3604.57 -5371.8 -14942.9 -15752.3 -13374.6 -38968.5 -63988.3 -17017.4 -7358.98 10150.8 45850.2 -2364.86 18551.6 48391.2 1766.86 -8078.01 15176.3 -31095.1 -21950.5 -37608.9 1987.65 16942.7
internal_weight=0 808292 26982 26916 26896 13524 13372 13131 13476 10240 2448 2422 2197 225 119 1972 880 400 66 7792 225 81 144 195 97 98 480 215 3236 348
internal_count=4073804 808292 26982 26916 26896 13524 13372 13131 13476 10240 2448 2422 2197 225 119 1972 880 400 66 7792 225 81 144 195 97 98 480 215 3236 348
is_linear=0
shrinkage=0.1


Tree=3073
num_leaves=31
num_cat=0
split_feature=2 7 3 3 4 1 1 1 4 4 0 4 1 0 0 6 1 0 0 0 0 0 1 1 1 0 4 4 0 1
split_gain=6.58401e+11 4.20503e+12 2.69788e+13 2.87309e+13 7.10936e+13 6.54912e+13 1.10871e+14 4.24192e+13 3.79025e+13 3.57295e+13 3.38582e+13 5.98065e+13 5.12098e+13 5.58149e+13 4.11584e+13 3.79324e+13 3.06999e+13 2.8507e+13 5.8869e+13 3.99627e+13 2.79473e+13 3.72551e+13 6.35474e+13 1.36759e+14 1.22228e+14 1.54235e+14 1.27628e+14 1.05576e+14 1.0366e+14 1.93835e+14
threshold=3338.0000000000005 6.0000000000000009 1.5000000000000002 8.5000000000000018 10.500000000000002 30.345769800000003 30.370944000000005 30.425503950000003 20.500000000000004 18.500000000000004 59.982409200000006 9.5000000000000018 30.260128500000004 59.905532300000012 59.91832440000001 55.805000000000007 30.084656550000002 45.07004340000001 45.053967500000006 43.472751400000007 55.702806750000008 55.775215600000003 37.503969450000007 37.631035900000008 37.682335600000009 55.710673100000008 28.500000000000004 20.500000000000004 55.749683450000006 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 -4 12 -12 15 -14 -15 -5 -11 18 19 -9 -6 22 -22 28 25 -25 27 -27 29 -24
right_child=-2 2 3 4 20 6 7 17 -10 16 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=44.359538632302019 48.29294466885856 2994.2986514817349 -1255.7329445114774 21199.091558333821 1150.240935028211 -88584.821324573873 108145.0591703869 -75024.215932617182 1123.3489838472701 78860.572492732565 -30911.405344893297 107355.56475793087 -41711.820947883709 162341.74760298297 21023.39353341881 102063.7936310799 -5720.8412131648447 5782.3658586309584 138192.04727601397 30866.153572068521 8731.6049446229135 -143.45135299221781 -5927.4556912182488 -7072.3720074779012 -3715.65929867366 105308.00766676683 -19546.108365885415 287676.3650669643 -17530.565514208614 -156631.58302149683
leaf_weight=1786939 1667517 24497 222826 109 127291 121 42 40 62926 43 41 132 158 22 326 124 21183 6718 47 327 3283 126103 187 251 18111 130 60 42 4051 157
leaf_count=1786939 1667517 24497 222826 109 127291 121 42 40 62926 43 41 132 158 22 326 124 21183 6718 47 327 3283 126103 187 251 18111 130 60 42 4051 157
internal_value=0 -33.4662 -258.009 -391.944 325.724 9499.38 6340.86 7941.92 -1064.95 -1629.18 34764.1 74587.1 25441.5 7578.41 29957.3 64234.4 -5549.49 7351.83 32819.5 19325 56.5168 -857.158 -4282.88 -6141.45 -2391.62 47255.7 106033 149840 -22005.9 -74708.1
internal_weight=0 2.40629e+06 619348 594851 287873 8207 7295 7174 306978 244052 912 173 739 506 348 233 21226 7132 414 367 279666 152375 26272 22989 18594 483 232 172 4395 344
internal_count=4073804 2406287 619348 594851 287873 8207 7295 7174 306978 244052 912 173 739 506 348 233 21226 7132 414 367 279666 152375 26272 22989 18594 483 232 172 4395 344
is_linear=0
shrinkage=0.1


Tree=3074
num_leaves=31
num_cat=0
split_feature=4 1 6 6 1 1 0 0 1 7 4 6 1 0 0 3 0 1 0 0 1 6 0 0 1 0 6 1 6 3
split_gain=6.76102e+11 5.00255e+12 1.20798e+13 1.76637e+13 1.45601e+13 2.6649e+13 1.77877e+13 3.8581e+13 2.38717e+13 1.57601e+13 3.17372e+13 2.01203e+13 1.43277e+13 4.68293e+13 5.51285e+13 4.04755e+13 3.91799e+13 3.56075e+13 8.83935e+13 3.40578e+13 8.84974e+13 6.87346e+13 7.36898e+13 5.98863e+13 9.15711e+13 7.69938e+13 6.31276e+13 7.06948e+13 5.77203e+13 5.08439e+13
threshold=9.5000000000000018 37.543519500000009 30.025000000000002 34.010000000000012 30.260128500000004 30.362494150000003 59.950512650000007 59.91832440000001 30.303340300000002 6.0000000000000009 8.5000000000000018 31.995000000000001 37.318079750000003 55.858844800000007 55.81943720000001 5.5000000000000009 56.520242650000007 37.374856000000008 55.897267000000006 55.801384500000005 37.331232350000008 128.05000000000004 55.812023600000011 55.768246800000007 37.46219940000001 55.783232450000007 74.615000000000009 37.517483500000004 55.405000000000008 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 6 7 -6 -9 -10 11 -11 -5 14 19 -15 17 18 -17 23 -21 22 28 -14 -25 26 27 -26 -22 -24
right_child=-2 -3 3 12 5 -7 -8 8 9 10 -12 -13 13 15 -16 16 -18 -19 -20 20 21 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=3343.1008926474092 37.945831471443732 -113.5280841896526 2864.6172208054791 90.461317589345057 -10752.232185682489 -1885.3915597145187 -3070.4919848478294 24418.418212890625 -73965.334203002931 100249.93317382813 -86479.36336805555 -18094.057881433822 1638.9742162828443 5180.6188904292894 -14551.237899333675 209561.05445075757 -110665.03137428977 20899.748191272767 -32006.840959821428 -61817.08599550635 18123.999144338097 -140716.49400000001 -79014.218190104177 -75202.265609881666 -29313.41852852123 11689.100828351573 71876.826865433672 -125292.4900681516 70754.32265430603 9946.9542037963874
leaf_weight=12771 2181312 1598030 4943 200443 1307 22112 1264 41 200 20 54 51 36216 7861 2296 33 22 1679 28 133 407 25 75 239 418 806 49 94 427 448
leaf_count=12771 2181312 1598030 4943 200443 1307 22112 1264 41 200 20 54 51 36216 7861 2296 33 22 1679 28 133 407 25 75 239 418 806 49 94 427 448
internal_value=0 -43.7369 335.016 198.639 -2095.35 -3074.12 -12023.8 -18788.3 -47485.2 -56556.2 -28701.5 15242.3 471.987 1963.99 510.8 8251.09 21949.7 23626.4 98677.4 1389.93 16091.8 23589.6 26616.6 801.032 -18094.9 -8110.55 -36557.1 -46934.6 45070.2 -2810.38
internal_weight=0 1.89249e+06 294462 281691 29992 25049 2937 1673 366 325 125 71 251699 51256 41633 9623 1762 1740 61 39337 1515 1382 1357 37822 1606 1367 561 512 834 523
internal_count=4073804 1892492 294462 281691 29992 25049 2937 1673 366 325 125 71 251699 51256 41633 9623 1762 1740 61 39337 1515 1382 1357 37822 1606 1367 561 512 834 523
is_linear=0
shrinkage=0.1


Tree=3075
num_leaves=31
num_cat=0
split_feature=6 5 1 6 6 3 5 2 0 1 1 5 1 4 6 1 6 6 3 0 3 5 2 3 0 1 3 1 1 1
split_gain=6.34198e+11 1.57521e+12 5.13873e+12 5.55907e+12 4.27488e+12 8.73683e+12 2.76124e+12 8.43878e+12 7.59454e+12 8.67641e+12 1.81392e+13 9.08228e+12 8.14185e+12 1.05389e+13 9.25638e+12 7.63017e+12 5.87623e+12 4.54661e+12 1.86478e+12 1.51211e+12 1.45958e+12 6.64472e+12 8.38284e+12 6.21086e+12 1.11435e+13 1.24284e+13 4.82964e+12 8.95887e+12 1.01162e+13 4.50805e+12
threshold=247.90000000000001 8.5000000000000018 49.095306150000006 64.015000000000015 189.00000000000003 4.5000000000000009 6.5000000000000009 6877.0000000000009 59.950512650000007 37.702956500000006 37.234509300000006 7.5000000000000009 38.999037500000007 4.5000000000000009 168.45000000000002 47.504912950000005 138.05000000000004 77.565000000000012 8.5000000000000018 59.91832440000001 13.500000000000002 1.5000000000000002 5873.0000000000009 17.500000000000004 55.728148450000006 38.958307950000012 11.500000000000002 52.419561900000012 37.957884500000006 39.044653900000007
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 -5 -1 8 9 10 11 16 -11 -14 17 -16 -8 -15 -3 -18 26 -22 23 24 25 -23 -2 28 -28 -25
right_child=20 2 -4 4 -6 -7 7 -9 -10 12 -12 -13 13 14 15 -17 19 -19 -20 -21 21 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.70062396383653169 1374.9378958058423 13489.397924804689 -25699.53900716146 11486.411551339286 3426.1449573863642 101662.27024147728 29998.249236505682 -70350.531584821438 -50456.800485321975 -68200.193531249999 97500.842797851568 51171.648967633926 -51342.279054054059 6539.4382378472219 4772.7841045673076 83843.286328125003 -49133.427000000003 -56367.102573242191 -29693.654257812505 -17466.916920230266 -52911.169733796298 43230.910026041674 58160.049245383525 -1461.1446875000001 -83460.643138586951 -34395.678451704553 2616.7624218750002 -20811.040079752605 98914.332552083346 55755.162797619058
leaf_weight=4070127 2904 20 30 21 22 22 22 21 33 25 24 28 37 27 26 23 25 20 20 38 27 33 22 40 23 55 20 24 24 21
leaf_count=4070127 2904 20 30 21 22 22 22 21 33 25 24 28 37 27 26 23 25 20 20 38 27 33 22 40 23 55 20 24 24 21
internal_value=0 -1.10505 10800.7 21229.3 39279.4 57622.9 -1.4633 -8895.94 -4961.35 127.969 18545.3 1776.01 -15841.5 -5999.65 11476.2 41887.5 -14495.5 -20229.3 -8102.13 -30033 1408.78 -6431.7 37.0961 -7397.24 -21484.1 -5285.71 1991.8 28335.5 55142.7 18236.3
internal_weight=0 4.07061e+06 135 105 65 43 4.07048e+06 349 328 295 137 113 158 133 96 49 85 47 40 63 3193 221 194 172 111 88 2972 68 44 61
internal_count=4073804 4070611 135 105 65 43 4070476 349 328 295 137 113 158 133 96 49 85 47 40 63 3193 221 194 172 111 88 2972 68 44 61
is_linear=0
shrinkage=0.1


Tree=3076
num_leaves=31
num_cat=0
split_feature=6 0 1 1 5 5 4 2 1 7 1 0 0 1 0 5 0 0 1 4 0 5 6 4 1 1 6 1 1 0
split_gain=6.32832e+11 4.57708e+12 7.52344e+12 1.61397e+13 1.14721e+13 9.62333e+12 9.42569e+12 7.26895e+12 9.34069e+12 7.13355e+12 8.51211e+12 1.19791e+13 6.46522e+12 5.71843e+12 5.37144e+12 7.40794e+12 7.34838e+12 7.59718e+12 1.82617e+13 1.87715e+13 8.61727e+12 1.13683e+13 7.59789e+12 6.56528e+12 5.71332e+12 1.52662e+13 5.71667e+12 5.42031e+12 9.99509e+12 1.81962e+13
threshold=21.020000000000003 54.707511300000007 40.024897700000004 39.939672500000007 2.5000000000000004 3.5000000000000004 5.5000000000000009 2865.5000000000005 40.377616600000003 6.0000000000000009 92.948588300000011 52.02416370000001 43.472751400000007 86.169282750000022 55.007293000000011 2.5000000000000004 55.034466500000008 55.080855950000007 82.941727000000014 5.5000000000000009 55.303261650000003 1.5000000000000002 19.050000000000004 8.5000000000000018 82.911604200000014 82.918694400000007 15.450000000000001 38.011626600000007 49.030112300000006 56.228352100000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -7 8 -4 10 13 -12 -5 -6 15 24 -16 18 19 -18 21 22 -19 -23 -3 -26 -27 -22 29 -29
right_child=-2 14 4 12 9 6 -8 -9 -10 -11 11 -13 -14 -15 16 -17 17 20 -20 -21 27 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-598.90696175299081 3.5732450622336169 -1131.1032275532648 76951.557587139425 -61345.03792424436 -14395.739888079057 2827.0880803571431 79213.928046875008 5140.1341382158089 15228.003209256905 39043.059806034486 -18089.362704613097 60521.536376953125 1889.5003906250001 -58463.629791259766 14600.201297163889 -45181.722291100545 -8083.1147049234532 29809.562045142768 6280.7060730210796 -60460.289865907311 -3433.0137603636285 7330.6322077824516 6657.7471967155552 -30450.361344926077 -53781.166788201583 -24513.954911736168 -3553.545489285118 14244.306259141002 -1361.7994865463108 -1531.0465104890711
leaf_weight=6113 4040593 1668 26 61 369 35 30 2823 430 29 42 36 22 32 311 46 161 252 265 119 6117 91 324 93 76 157 760 1283 9740 1700
leaf_count=6113 4040593 1668 26 61 369 35 30 2823 430 29 42 36 22 32 311 46 161 252 265 119 6117 91 324 93 76 157 760 1283 9740 1700
internal_value=0 -434.736 1347.69 -780.423 4866.06 -191.931 38082.6 7032.44 18747.3 -9117.31 -12033.1 18192.6 -44584.1 -17912.4 -1207.94 -5394.09 -653.979 -889.474 -12535.4 -30343.4 -565.647 9874.11 16786.7 -11765.2 -4706.29 -10711.7 -7142.19 -986.784 189.322 5253.99
internal_weight=0 33211 10048 6261 3787 6178 65 3279 456 508 479 78 83 401 23163 2707 20456 20145 545 280 19600 760 576 184 2661 993 917 18840 12723 2983
internal_count=4073804 33211 10048 6261 3787 6178 65 3279 456 508 479 78 83 401 23163 2707 20456 20145 545 280 19600 760 576 184 2661 993 917 18840 12723 2983
is_linear=0
shrinkage=0.1


Tree=3077
num_leaves=31
num_cat=0
split_feature=5 0 4 4 6 0 3 1 3 6 3 4 1 3 3 1 1 6 4 4 2 6 6 6 1 0 6 1 1 0
split_gain=6.28135e+11 8.41238e+12 3.27981e+13 2.9384e+13 2.53471e+13 2.41194e+13 2.59826e+13 3.26454e+13 3.21832e+13 3.08975e+13 3.98184e+13 2.93301e+13 4.86859e+13 3.29189e+13 3.1555e+13 3.55624e+13 3.20733e+13 2.74394e+13 2.44737e+13 1.84199e+13 1.67729e+13 1.62503e+13 1.97587e+13 2.63145e+13 2.12384e+13 1.88572e+13 1.61803e+13 1.50629e+13 2.91184e+13 6.57666e+13
threshold=4.5000000000000009 59.950512650000007 17.500000000000004 12.500000000000002 71.030000000000015 59.91832440000001 8.5000000000000018 30.303340300000002 1.5000000000000002 99.050000000000011 2.5000000000000004 4.5000000000000009 30.323041000000003 3.5000000000000004 3.5000000000000004 30.323041000000003 30.345769800000003 110.01500000000001 6.5000000000000009 5.5000000000000009 2632.5000000000005 108.05000000000001 149.05000000000004 138.05000000000004 30.362494150000003 59.939085000000013 125.02000000000002 37.71815560000001 30.315889700000003 59.825842200000004
decision_type=2 2 2 2 2 2 2 2 2 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 27 7 9 -9 -7 26 12 -10 -14 15 -13 -16 -17 -12 -19 -6 -18 23 25 -24 -23 -11 28 -2 -30
right_child=1 2 -4 -5 20 6 -8 8 11 10 18 14 13 -15 16 17 21 19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.3378140903674578 12504.233249235245 92029.179656249995 67480.092633402135 -66308.885264295212 64070.960466056044 -100869.76975740131 93342.218154761911 99918.78424600455 168674.8704637097 107280.20775146486 -56459.894957386365 -56219.281568122635 -5501.5817441641566 115267.33940587199 39624.572826244214 143996.43213541666 29297.303802849267 68859.422378700663 56966.887958559782 -8828.564659926471 -13577.752888294406 -3382.7750136718751 47531.952913851354 -141375.70843538851 -61133.595803571436 -112791.20543478262 16217.490890625 1611.8714856493405 -6345.1862253361396 -66260.411505184005
leaf_weight=4059415 521 25 53 94 29 38 42 52 31 32 110 33 83 31 81 30 34 76 23 51 683 50 37 37 35 23 50 10518 1273 214
leaf_count=4059415 521 25 53 94 29 38 42 52 31 32 110 33 83 31 81 30 34 76 23 51 683 50 37 37 35 23 50 10518 1273 214
internal_value=0 659.543 -8791.19 -13655.7 -6940.05 1278.16 16394.6 12945.5 24297.6 -17745.3 -3053.53 18075.6 57555.7 27339.1 6320.71 38145.9 -14038.8 57980.6 -36844.7 37661.9 -10415.1 -34162.6 -46017.8 -72674.9 -5291.58 -37853.9 51754.2 96.6964 -7839.86 -14967.8
internal_weight=0 14389 884 831 737 13505 979 937 684 253 215 632 145 114 487 190 297 157 133 127 712 216 182 110 72 73 82 12526 2008 1487
internal_count=4073804 14389 884 831 737 13505 979 937 684 253 215 632 145 114 487 190 297 157 133 127 712 216 182 110 72 73 82 12526 2008 1487
is_linear=0
shrinkage=0.1


Tree=3078
num_leaves=31
num_cat=0
split_feature=0 1 1 6 1 4 1 1 0 0 4 4 5 0 6 4 6 3 5 6 5 4 4 6 6 6 7 0 4 1
split_gain=6.24611e+11 6.07746e+12 3.0941e+13 4.9072e+13 3.15516e+13 2.50533e+13 2.49065e+13 4.17746e+13 5.92412e+13 3.56202e+13 5.48344e+13 5.38254e+13 5.29021e+13 5.27122e+13 2.35307e+13 2.27694e+13 2.16435e+13 1.8972e+13 1.71222e+13 2.29552e+13 1.88295e+13 1.78789e+13 1.62956e+13 1.55975e+13 3.39724e+13 1.54735e+13 1.63181e+13 5.03028e+13 4.78216e+13 4.05388e+13
threshold=56.115175650000005 39.777866350000004 38.893394150000006 64.805000000000021 39.735861600000007 9.5000000000000018 39.939672500000007 40.377616600000003 57.670849000000011 57.634352600000007 14.500000000000002 11.500000000000002 3.5000000000000004 56.148747500000006 46.805000000000007 4.5000000000000009 60.605000000000011 4.5000000000000009 1.5000000000000002 91.02500000000002 2.5000000000000004 5.5000000000000009 11.500000000000002 77.565000000000012 79.710000000000022 34.905000000000008 6.0000000000000009 57.57007620000001 13.500000000000002 39.908802000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 8 9 13 11 12 -11 22 -4 -15 -10 -14 -5 20 21 -20 -8 -12 -25 -3 28 29 -27 -28
right_child=1 6 3 18 5 -7 7 -9 16 10 23 -13 17 15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-23.585538395874337 -78.096654160482387 -2026.9812799323645 -3223.3928182909108 36127.848590686277 6281.5539089458052 -10294.915632692102 40113.214189699866 205.83330142596574 -27048.974551500596 -2016.5557075983907 -23069.765319416674 27665.406443554148 36093.902814094392 -7680.5482288416697 -18014.57015815155 -26510.912372864201 -74558.624127497445 130959.19918179899 -2188.3362491300736 -63379.881311798097 -13596.131088027512 -55314.460717459093 2465.9370803626807 -159775.95000000001 -9528.5626005284921 6226.6905141361758 -19125.633064441623 -1609.9424373514194 -6525.9065698910072 18491.331702292067
leaf_weight=2989263 450149 6847 2937 51 4156 1168 188 560043 448 6810 629 722 49 1088 1697 1567 122 37 87 128 1211 233 296 27 34 23408 329 14500 3363 2217
leaf_count=2989263 450149 6847 2937 51 4156 1168 188 560043 448 6810 629 722 49 1088 1697 1567 122 37 87 128 1211 233 296 27 34 23408 329 14500 3363 2217
internal_value=0 65.0076 -209.877 -5293.95 -2606.56 2644.94 268.864 80.6568 -5753.1 -4186.33 -757.467 1687.55 -1032.29 -13261.5 -8640.02 -18794.4 -37217.7 76908 -20943.7 -22698.1 -19296.9 -40870.8 17089.3 -27751.9 -76031.5 2393.96 3084.8 666.361 4624.7 13630.4
internal_weight=0 1.08454e+06 461817 11668 9958 5324 622724 572060 12017 11447 8308 7618 6896 3139 4634 2655 570 86 1710 1659 1531 320 484 690 61 50664 43817 17046 26771 2546
internal_count=4073804 1084541 461817 11668 9958 5324 622724 572060 12017 11447 8308 7618 6896 3139 4634 2655 570 86 1710 1659 1531 320 484 690 61 50664 43817 17046 26771 2546
is_linear=0
shrinkage=0.1


Tree=3079
num_leaves=31
num_cat=0
split_feature=2 6 6 2 4 3 1 0 6 4 6 5 6 6 4 5 4 6 3 6 6 2 7 5 3 1 6 6 6 3
split_gain=6.22082e+11 8.67268e+11 2.52179e+12 6.85325e+11 2.30659e+12 5.48442e+12 2.2806e+12 3.92625e+12 6.62602e+12 6.1769e+12 5.50446e+12 4.90727e+12 5.41998e+12 3.90736e+12 3.05236e+12 5.36308e+12 1.71115e+13 2.00679e+13 5.66148e+12 5.07021e+12 5.04653e+12 5.47808e+12 7.29171e+12 6.10485e+12 5.45644e+12 4.75992e+12 4.42462e+12 4.50119e+12 6.66613e+12 4.89456e+12
threshold=15792.500000000002 56.205000000000005 44.010000000000012 11703.500000000002 16.500000000000004 10.500000000000002 41.966773150000002 44.249882500000005 60.005000000000003 2.5000000000000004 82.00500000000001 2.5000000000000004 49.485000000000007 62.625000000000007 2.5000000000000004 4.5000000000000009 7.5000000000000009 134.05000000000004 4.5000000000000009 120.05000000000001 125.02000000000002 13916.000000000002 6.0000000000000009 3.5000000000000004 4.5000000000000009 44.628646350000004 189.00000000000003 156.15000000000003 168.45000000000002 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 -1 6 -6 7 8 11 -10 -9 12 -5 -11 25 19 17 -17 -19 -16 -21 22 24 -24 -22 -8 27 29 -29 -23
right_child=1 -3 -4 4 5 -7 14 10 9 13 -12 -13 -14 -15 15 16 -18 18 -20 20 21 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.2558579953140403 -18202.213670654299 -21439.636492919923 19796.842282006051 2772.5495945252096 61986.812910156259 -10367.342720170454 -17730.350827845821 1685.1150726255696 20234.433398437501 -56655.030493164064 52822.708948863641 27835.293127893518 -18684.354107652474 -19533.997197971574 1559.9024395912775 57534.714332932694 89321.013520339446 -78171.972578125002 -12731.913040865385 -36160.900105137982 28209.66689313616 16678.943721064814 -20533.53939732143 -86015.826171875 -29909.135234375004 110.81498837569123 -25053.365566406253 74964.30748697916 -3206.1589062500002 -25064.771093750001
leaf_weight=4059190 40 32 31 388 20 22 216 487 36 32 22 54 169 249 11809 39 29 20 39 62 35 81 35 24 30 486 40 24 20 43
leaf_count=4059190 40 32 31 388 20 22 216 487 36 32 22 54 169 249 11809 39 29 20 39 62 35 81 35 24 30 486 40 24 20 43
internal_value=0 -7771.41 -1611.08 0.196494 686.198 24087 618.271 -3162.52 -7033.71 -18764.9 3895.38 -947.301 -3737.71 -23761.3 1035.17 1400.34 21843.9 1876.22 -34915 1187.58 -9971.75 -5081.01 -21717.7 -47170.4 1385.6 -5378.77 4836.99 11953.7 39432.3 2203.3
internal_weight=0 103 71 4.0737e+06 14511 42 14469 1437 928 317 509 611 557 281 13032 12330 127 98 59 12203 394 332 124 59 65 702 208 168 44 124
internal_count=4073804 103 71 4073701 14511 42 14469 1437 928 317 509 611 557 281 13032 12330 127 98 59 12203 394 332 124 59 65 702 208 168 44 124
is_linear=0
shrinkage=0.1


Tree=3080
num_leaves=31
num_cat=0
split_feature=4 6 2 0 0 6 5 3 1 7 0 1 1 1 6 0 4 1 1 1 6 6 1 0 6 0 0 4 4 4
split_gain=6.13636e+11 4.57342e+12 8.32646e+12 1.66333e+13 2.3795e+13 5.95767e+13 7.85281e+13 4.10617e+13 5.23054e+13 7.0543e+13 1.32942e+14 1.15482e+14 4.10222e+13 4.07086e+13 9.76309e+13 3.34664e+13 3.81491e+13 3.3543e+13 2.32319e+13 3.00497e+13 2.30859e+13 1.9596e+13 2.49466e+13 2.0167e+13 1.92545e+13 1.77004e+13 1.60871e+13 1.79087e+13 1.60016e+13 1.51708e+13
threshold=9.5000000000000018 102.04000000000001 75.000000000000014 55.850146250000009 55.667390500000003 130.05000000000004 2.5000000000000004 3.5000000000000004 37.682335600000009 6.0000000000000009 55.753967500000009 37.46219940000001 37.600779750000008 37.401708450000008 110.01500000000001 55.60524465000001 11.500000000000002 37.401708450000008 37.425454150000007 37.702956500000006 110.01500000000001 104.01000000000001 37.331232350000008 55.568628050000008 112.00500000000001 55.840017500000009 55.883833400000007 17.500000000000004 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 -2 3 4 15 7 -7 18 9 10 11 -9 -8 25 -15 16 -3 -17 -6 -20 21 22 -18 -24 -22 -12 27 -5 -29 -26
right_child=1 2 -4 26 5 6 12 8 -10 -11 13 -13 -14 14 -16 17 20 -19 19 -21 24 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=-41.667490259645298 60.55227286867926 -127095.44273097828 -1056.6702257409672 64954.03753040242 -16605.533905319939 55945.61696428572 -280314.75472935266 -39202.635456730772 26492.752005469283 12909.23981735642 -19333.615720778245 -315778.56825086806 -88933.143359375012 4399.3457485465115 -258651.55870535714 141587.01697198275 -19335.462160254727 28111.003149414064 131709.14371527778 17963.437369791667 80660.615152994797 -33378.827931031396 134247.57230113636 22319.090364583335 -67354.358380681821 78624.719196428574 -24568.465842013888 -59635.133437500001 24169.798559095332 18610.783451162333
leaf_weight=1892492 2121073 23 57951 106 42 21 21 26 184 148 39 36 24 43 21 29 119 256 45 48 48 218 22 60 22 35 63 25 257 307
leaf_count=1892492 2121073 23 57951 106 42 21 21 26 184 148 39 36 24 43 21 29 119 256 45 48 48 218 22 60 22 35 63 25 257 307
internal_value=0 36.1504 -823.062 5093.83 869.142 -13098.4 -103730 -4130.43 -16629.2 -39429.3 -78159.8 -199795 -178245 -23512 -81914.2 10142.9 -127.819 39657.7 45123.9 73001.7 3540.84 -12613.2 9908.82 52348.7 21494.5 26998 22301.7 29912.1 16740.3 12862.4
internal_weight=0 2.18131e+06 60239 2288 1837 733 66 667 532 348 200 62 45 138 64 1104 819 285 135 93 796 419 201 82 377 74 451 388 282 329
internal_count=4073804 2181312 60239 2288 1837 733 66 667 532 348 200 62 45 138 64 1104 819 285 135 93 796 419 201 82 377 74 451 388 282 329
is_linear=0
shrinkage=0.1


Tree=3081
num_leaves=31
num_cat=0
split_feature=3 1 7 5 6 6 1 6 6 4 6 3 6 3 4 0 6 4 6 5 0 6 6 6 6 4 4 6 4 5
split_gain=6.01773e+11 3.88353e+12 1.1216e+13 1.34933e+13 2.22793e+13 1.34222e+13 9.30677e+12 1.81235e+13 7.59596e+12 7.2039e+12 7.07565e+12 1.61428e+13 3.1559e+13 2.22984e+13 1.27219e+13 1.4962e+13 1.22716e+13 6.74442e+12 1.26718e+13 6.4426e+12 5.74379e+12 7.4001e+12 7.36222e+12 8.0757e+12 4.92596e+12 4.68986e+12 4.37339e+12 4.33004e+12 3.73373e+12 5.30129e+12
threshold=17.500000000000004 30.205407000000005 6.0000000000000009 3.5000000000000004 118.04500000000002 108.05000000000001 30.084656550000002 51.015000000000008 56.805000000000007 21.500000000000004 73.995000000000019 18.500000000000004 82.00500000000001 22.500000000000004 23.500000000000004 59.990753350000013 69.605000000000004 19.500000000000004 41.005000000000003 1.5000000000000002 59.864072000000007 103.03500000000001 86.920000000000016 79.710000000000022 85.020000000000024 22.500000000000004 24.500000000000004 65.00500000000001 21.500000000000004 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 8 7 -2 28 -10 16 12 -12 14 24 -16 17 18 -8 -20 21 22 23 25 -13 -11 -27 -19 -4 -30
right_child=1 -3 5 4 -6 -7 10 -9 9 20 11 13 -14 -15 15 -17 -18 27 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=7.4240645582099312 22967.785846819199 -261.24116469629598 13294.791348616804 114764.62631048389 -13570.627408854167 -79761.252445652179 23226.183430713718 -79543.63763786765 -45188.32136548913 37977.340623516116 -51180.062313988099 19589.93065226237 109787.29751818428 64458.010156250006 -119055.2407285748 -17622.834435096152 70512.459649493248 16726.659216698736 -68072.154476351352 -3117.0529447115387 -18191.168520220588 -37393.884517045452 60803.805318859013 -21677.487198539402 -36398.500958806821 -18963.797092522516 35480.524132812505 -27365.651800271742 -7179.1331231011281 -32440.141331199367
leaf_weight=3927269 35 144422 61 31 24 23 59 34 23 109 21 30 29 24 33 26 37 704 37 26 51 22 43 46 33 36 25 23 360 108
leaf_count=3927269 35 144422 61 31 24 23 59 34 23 109 21 30 29 24 33 26 37 704 37 26 51 22 43 46 33 36 25 23 360 108
internal_value=0 -198.972 4057.11 10375.4 58763.8 -4344.05 8063.17 -27545.1 -2381.83 8933.8 10333.9 -6859.32 42181 -23654 -40987.5 -74356.2 14137.4 11680.6 -10076.8 -41265.3 12683.2 18286.8 23016.4 15493.9 -9737.34 25552 3349.45 15331.7 -9975.5 -13008.6
internal_weight=0 146535 2113 1206 55 907 1151 69 884 355 1082 196 50 146 122 59 886 849 122 63 332 281 259 216 63 170 61 727 529 468
internal_count=4073804 146535 2113 1206 55 907 1151 69 884 355 1082 196 50 146 122 59 886 849 122 63 332 281 259 216 63 170 61 727 529 468
is_linear=0
shrinkage=0.1


Tree=3082
num_leaves=31
num_cat=0
split_feature=3 6 6 2 1 4 1 0 1 1 3 6 0 1 0 1 1 6 0 6 6 3 6 0 0 6 5 4 2 6
split_gain=5.93714e+11 6.86326e+12 1.37484e+13 3.39979e+13 8.10395e+13 3.7624e+13 3.03373e+13 1.88032e+13 2.30407e+13 2.2423e+13 1.74874e+13 2.2831e+13 2.19221e+13 3.05029e+13 1.67876e+13 2.38614e+13 7.77556e+13 3.1963e+13 9.21108e+13 4.88718e+13 4.24514e+13 3.17626e+13 5.39157e+13 4.01232e+13 9.36622e+13 2.27301e+13 2.45106e+13 4.72151e+13 3.33994e+13 2.43432e+13
threshold=2.5000000000000004 73.995000000000019 75.010000000000005 75.000000000000014 37.740454950000007 8.5000000000000018 37.401708450000008 55.633951400000008 37.71815560000001 37.543519500000009 1.5000000000000002 74.615000000000009 55.660117850000006 37.534144550000008 55.82518790000001 30.362494150000003 30.345769800000003 95.045000000000016 59.933037250000005 125.02000000000002 99.050000000000011 1.5000000000000002 82.905000000000015 59.939085000000013 59.91832440000001 125.02000000000002 3.5000000000000004 5.5000000000000009 3338.0000000000005 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 11 -3 -12 -14 -4 16 25 21 19 -19 -20 -18 -23 24 -24 26 27 28 -16 -29
right_child=-2 2 14 -5 -6 6 7 8 -10 -11 12 -13 13 -15 15 -17 17 18 20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=28.235112100214337 22.226523458118525 -15273.379687500001 461.55770080504948 -2498.9290830575251 -85197.689053254435 -51049.280512927828 26557.807613031917 17993.003459975298 117461.23475 -67905.107494212964 60987.608756510417 -129803.73199515964 -146152.41079545455 444.515869140625 -22978.678724441896 -3523.6970558879311 7060.876953125 -16585.175205328527 -45568.217314189191 -145845.85108173077 72096.260666899441 26094.564387806677 62184.413368055553 35984.037673611114 249876.66124320656 16769.999453240231 10695.278923337763 9363.1482866051738 18659.887311574956 -6898.8278929923026
leaf_weight=910879 3042483 28 71995 10639 169 84 47 340 25 54 24 46 22 40 1656 28685 130 117 37 39 179 171 63 54 46 678 1173 1871 218 1812
leaf_count=910879 3042483 28 71995 10639 169 84 47 340 25 54 24 46 22 40 1656 28685 130 117 37 39 179 171 63 54 46 678 1173 1871 218 1812
internal_value=0 -65.5701 -775 -4060.57 -22961.9 -8148.09 4267.92 14239.3 24805.9 -23947.1 -50828.1 -86467.9 -20161.3 -51573.7 -427.573 -2160.98 2580.6 31490.3 9652.56 -48900.3 51940.8 48998.2 65321.1 106473 141394 -681.89 -2440.04 -5212.72 -18134.9 1362.41
internal_weight=0 1.03132e+06 120442 11518 879 710 550 466 365 101 160 74 86 62 108924 36929 8244 836 372 156 216 464 334 163 109 7408 6730 5557 1874 3683
internal_count=4073804 1031321 120442 11518 879 710 550 466 365 101 160 74 86 62 108924 36929 8244 836 372 156 216 464 334 163 109 7408 6730 5557 1874 3683
is_linear=0
shrinkage=0.1


Tree=3083
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 2 0 6 1 6 0 0 1 4 2 6 0 0 4 4 6 3 4 3 4 6 3 6 6 6
split_gain=7.21878e+11 1.29862e+13 2.62905e+13 6.36449e+13 1.09925e+14 7.6443e+13 5.72518e+13 5.52596e+13 5.8934e+13 4.5237e+13 4.45522e+13 4.18114e+13 3.99941e+13 3.9563e+13 3.8241e+13 3.96971e+13 3.79118e+13 4.08986e+13 3.9948e+13 6.16773e+13 4.65596e+13 3.90971e+13 3.78665e+13 3.71327e+13 4.40327e+13 3.56526e+13 3.07576e+13 3.06152e+13 3.00181e+13 2.84642e+13
threshold=71.030000000000015 2.5000000000000004 56.904718250000009 56.288960650000007 37.543519500000009 2911.0000000000005 56.818587550000011 105.00500000000001 60.620042600000012 88.825000000000003 55.922096200000006 56.986919400000012 83.000013850000016 22.500000000000004 3658.0000000000005 122.65000000000002 56.858606850000008 56.888401950000009 11.500000000000002 6.5000000000000009 97.020000000000024 2.5000000000000004 23.500000000000004 4.5000000000000009 21.500000000000004 72.50500000000001 6.5000000000000009 142.05000000000004 74.615000000000009 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 3 10 -5 23 -7 8 16 22 12 28 -2 -11 15 29 18 -18 19 -8 -21 -20 -10 24 25 -6 -9 -27 -4 -12
right_child=1 -3 11 4 5 6 7 26 9 13 14 -13 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-18.336813184139363 252.38453070380535 302.31209737613329 8592.4283854166679 -27625.230896056015 83934.869493792823 -4311.4187343116382 -32046.088117187501 -9017.7688926091269 24072.330263917731 -143415.4624609375 -8374.6702758849751 -3340.218955874212 -9602.1714251965859 -8106.9553077210776 5928.9420771253135 44006.042649799318 -63187.293049380649 21660.251700086807 -48430.933672195184 101371.15788256787 -47333.808152173915 34631.062030503505 -26117.095229997307 39534.911799966379 -112693.98483796297 15036.91351103992 -118722.30953851745 -80464.638900669641 -74435.947654864809 -26523.017598002767
leaf_weight=3424081 70982 536231 63 764 73 2728 50 63 427 40 1760 25271 4372 47 1098 109 76 225 61 249 23 798 232 1217 27 820 43 35 141 1698
leaf_count=3424081 70982 536231 63 764 73 2728 50 63 427 40 1760 25271 4372 47 1098 109 76 225 61 249 23 798 232 1217 27 820 43 35 141 1698
internal_value=0 96.6361 -875.149 -56.3252 8449.27 12259.2 5525.56 17023.1 20379.3 -2544.14 -906.47 -3704.21 -319.372 -70317.8 -10389.9 -15413.2 31918.4 236.951 39993 70032.4 88796.8 28732.6 6403.22 27952.3 13192.2 16854.8 -53520.6 11127.5 -48794.8 -17286.1
internal_weight=0 649723 113492 88017 7998 7234 5062 2334 2228 746 80019 25475 75354 87 4665 3567 1482 301 1181 322 272 859 659 2172 955 928 106 855 204 3458
internal_count=4073804 649723 113492 88017 7998 7234 5062 2334 2228 746 80019 25475 75354 87 4665 3567 1482 301 1181 322 272 859 659 2172 955 928 106 855 204 3458
is_linear=0
shrinkage=0.1


Tree=3084
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 5 6 6 4 6 4 4 4 6 1 6 4 4 1 0 7 6 6 4 1 7 6 5 1
split_gain=6.92217e+11 2.37527e+13 2.97638e+13 6.04373e+13 3.37095e+13 3.33057e+13 2.60202e+13 2.96535e+13 2.63972e+13 3.8228e+13 2.60179e+13 2.05234e+13 4.62684e+13 2.72257e+13 5.19681e+13 3.16506e+13 4.32952e+13 7.70759e+13 2.03203e+13 4.36607e+13 1.9363e+13 1.79292e+13 1.7759e+13 1.64717e+13 4.38291e+13 2.02339e+13 1.88347e+13 1.61893e+13 1.50326e+13 1.49815e+13
threshold=56.760749800000006 56.791379400000004 60.549354600000008 60.605526900000008 79.710000000000022 60.770858000000011 2.5000000000000004 75.010000000000005 114.05000000000001 18.500000000000004 78.010000000000005 28.500000000000004 25.500000000000004 10.500000000000002 53.310000000000009 60.66055595000001 68.515000000000015 5.5000000000000009 6.5000000000000009 59.999510900000011 56.782540950000005 6.0000000000000009 31.995000000000001 59.505000000000003 5.5000000000000009 60.516422150000004 6.0000000000000009 39.505000000000003 1.5000000000000002 60.516422150000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 11 7 22 18 -10 -7 12 13 15 -15 -5 -17 -18 19 -8 -20 -21 -2 -24 25 -25 29 -4 -16 -26
right_child=1 -3 3 5 -6 10 8 -9 9 -11 -12 -13 -14 14 28 16 17 -19 20 21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-21.692897883928506 -6172.2540211054966 -19.369554928899909 2498.3031192164972 5383.5231501297785 -42718.1806568108 -3445.260152676663 5307.7093649839744 -43768.89403963201 7568.3099516369057 -112235.75072115386 -60766.397278886965 -15628.706005367405 36198.172028390989 9497.3825596595489 -51459.902302893817 15317.238068573666 129565.00642382813 17515.296188028206 24547.478109035743 72460.14970329123 4443.4378765021966 22756.217730654764 8296.2445969098972 21892.16036857359 5993.4330992478599 92024.904380580352 4313.3973532509362 -12149.522939523062 -11107.699754913005 -24608.013881041512
leaf_weight=3190275 1325 853235 1049 2795 303 3534 312 128 84 39 81 397 532 2372 98 1096 100 159 770 235 1268 105 7418 155 208 56 701 2688 1593 693
leaf_count=3190275 1325 853235 1049 2795 303 3534 312 128 84 39 81 397 532 2372 98 1096 100 159 770 235 1268 105 7418 155 208 56 701 2688 1593 693
internal_value=0 78.3294 2830.04 20.2789 -10638.8 3395.89 6326.77 4073.81 14883.7 -30418.3 -4729.63 6608.95 7618.49 5767.23 -51.6477 11464.1 24006.7 60777.7 16955.2 32321.4 12039.2 57110.4 4653.94 6207.91 -2336.65 40505.6 -7979.42 -8037.78 -13446.3 -17543.5
internal_weight=0 883529 30294 16797 4040 12757 13497 10684 2813 123 3615 9142 8745 8213 4063 4150 1355 259 2690 652 2038 340 10556 9231 1813 211 1602 3737 1691 901
internal_count=4073804 883529 30294 16797 4040 12757 13497 10684 2813 123 3615 9142 8745 8213 4063 4150 1355 259 2690 652 2038 340 10556 9231 1813 211 1602 3737 1691 901
is_linear=0
shrinkage=0.1


Tree=3085
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 1 3 4 6 6 6 1 6 7 4 1 1 7 1 4 0 6 1 0 0 0 2 1 6 0
split_gain=6.86345e+11 9.88923e+12 2.52216e+13 1.88302e+13 3.0484e+13 2.90815e+13 3.49143e+13 6.13766e+13 3.27467e+13 2.72376e+13 3.12959e+13 2.33709e+13 2.28017e+13 2.05105e+13 1.6485e+13 3.47405e+13 1.70023e+14 1.34028e+14 5.19348e+13 7.78697e+13 1.85645e+14 1.29941e+14 6.91887e+13 5.8287e+13 4.82092e+13 4.50345e+13 4.39638e+13 4.32064e+13 5.0251e+13 3.88021e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 44.739668300000005 11.500000000000002 37.729575300000008 9.5000000000000018 10.500000000000002 73.995000000000019 112.00500000000001 101.02000000000002 37.780517050000007 61.805000000000007 6.0000000000000009 15.500000000000002 37.780517050000007 37.768783500000005 6.0000000000000009 37.649344350000007 14.500000000000002 55.660117850000006 55.805000000000007 37.702956500000006 55.685785750000008 55.696737300000009 55.60524465000001 75.000000000000014 37.682335600000009 61.805000000000007 55.93962770000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -8 10 -7 -6 -9 -4 15 16 18 24 -3 29 22 23 25 -22 -18 -21 -19 28 -23 -20
right_child=-2 14 3 -5 11 9 8 12 -10 -11 -12 -13 -14 -15 -16 -17 17 26 19 20 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=149.78457926830086 -24.251750321752059 844.0998596218235 25530.04225013113 -1321.2879686122799 -42055.66358696761 -12244.008891855581 -6302.8933687250674 33765.516139914769 -156506.2336309524 78682.091821289068 -107997.80651785716 41170.945867425042 159963.07824885671 -21377.62753853558 102.04159918674142 9105.8903426432025 -9150.0223513894234 -64977.268080774302 2558.59665092256 46623.199348137692 100063.13845667889 150540.671875 -19970.012401302709 15102.904446904988 70600.656871706946 -26305.754746445666 15146.118710937501 120338.17934546455 -48162.399508928575 54316.557676573066
leaf_weight=384415 3019657 85343 283 120280 383 1378 47 22 21 32 35 37 41 139 445337 5689 639 788 6793 357 97 20 727 482 86 111 75 307 35 148
leaf_count=384415 3019657 85343 283 120280 383 1378 47 22 21 32 35 37 41 139 445337 5689 639 788 6793 357 97 20 727 482 86 111 75 307 35 148
internal_value=0 69.4704 -248.646 -1496.93 -10234.2 -5086.27 14415.9 23824.4 -52689.2 -12549.7 -14615.8 -34723.8 115894 10079.4 364.371 1513.13 1063.21 -31386.2 1608.96 8800.31 25496.7 58719.1 -664.147 29336.3 310.058 29325.9 -58014.1 105715 24093.3 3662.21
internal_weight=0 1.05415e+06 507113 122698 2418 1998 553 485 68 1445 1413 420 63 422 547034 101697 96008 1588 94420 9077 2136 941 1195 579 725 468 863 362 55 6941
internal_count=4073804 1054147 507113 122698 2418 1998 553 485 68 1445 1413 420 63 422 547034 101697 96008 1588 94420 9077 2136 941 1195 579 725 468 863 362 55 6941
is_linear=0
shrinkage=0.1


Tree=3086
num_leaves=31
num_cat=0
split_feature=1 0 4 0 5 6 6 4 0 0 7 2 4 3 4 0 0 4 4 0 6 6 4 6 3 6 4 6 6 4
split_gain=6.384e+11 2.61583e+12 3.31325e+12 2.67401e+12 7.05242e+12 9.75353e+12 9.20414e+12 1.0423e+13 8.63794e+12 1.22899e+13 7.78393e+12 8.02213e+12 1.33759e+13 5.99058e+12 8.40262e+12 5.71276e+12 9.89433e+12 1.02725e+13 1.03031e+13 9.5509e+12 7.83338e+12 6.87268e+12 1.19618e+13 1.38728e+13 6.58471e+12 1.40984e+13 8.1092e+12 9.44612e+12 7.77768e+12 5.94684e+12
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 52.02416370000001 2.5000000000000004 134.05000000000004 62.375000000000007 23.500000000000004 51.659529100000007 51.567244500000008 6.0000000000000009 7912.5000000000009 15.500000000000002 6.5000000000000009 9.5000000000000018 52.07762420000001 52.960348700000004 8.5000000000000018 3.5000000000000004 52.516286950000008 189.00000000000003 125.02000000000002 6.5000000000000009 156.15000000000003 1.5000000000000002 72.50500000000001 9.5000000000000018 40.610000000000007 38.205000000000005 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 6 -6 8 -8 9 10 -2 12 -12 14 -10 20 17 18 -17 -20 21 24 -23 -24 25 29 28 -28 -26 -5
right_child=1 2 -4 15 5 -7 7 -9 13 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-3.1851620010887078 3388.0497854175878 783.31666165865386 -52621.402027529759 -9000.0703052758963 -6015.8858507061086 64103.348591308604 20974.54873029235 -41438.545120554962 -6210.4927149329624 42252.45493861608 42894.938726128479 -27567.932857353742 -24929.660773189487 -32667.537619092993 39192.405015345983 2871.4791988748902 22.266470930015203 23959.299188368055 -31776.652083333334 -98484.356368783803 65503.201015625003 37078.367868303576 -12017.706743794104 -84121.896582031259 -1309.3722492484658 29851.371806309588 22625.297597463508 -3382.5193307109876 8166.4992761262984 11779.839592192446
leaf_weight=4047600 2882 26 21 1073 2442 20 346 29 1382 77 54 172 63 82 42 71 9301 45 123 26 20 35 124 34 1073 118 152 1719 4494 158
leaf_count=4047600 2882 26 21 1073 2442 20 346 29 1382 77 54 172 63 82 42 71 9301 45 123 26 20 35 124 34 1073 118 152 1719 4494 158
internal_value=0 491.996 -23078.4 534.348 -1046.89 -5446.27 1064.88 16147.9 -124.881 2777.67 1819.12 -13826.7 6374 -6384.83 -4871.36 1180.86 -520.591 -19573.9 -28478.4 -43416.9 2989.32 2850.09 -15816.6 -27533.8 3260.09 -3167.83 4425.89 -1269.64 6340.09 -6332.95
internal_weight=0 26204 47 26157 7591 2462 5129 375 4754 3248 3171 289 117 1506 1424 18566 9566 265 220 149 9000 8980 193 158 8787 1349 7438 1871 5567 1231
internal_count=4073804 26204 47 26157 7591 2462 5129 375 4754 3248 3171 289 117 1506 1424 18566 9566 265 220 149 9000 8980 193 158 8787 1349 7438 1871 5567 1231
is_linear=0
shrinkage=0.1


Tree=3087
num_leaves=31
num_cat=0
split_feature=1 1 5 3 4 6 0 3 6 6 5 6 0 6 0 3 6 0 0 6 6 2 6 3 6 6 4 6 0 4
split_gain=6.30584e+11 1.19032e+13 1.89449e+13 1.9084e+13 1.53528e+13 2.37443e+13 6.12406e+13 3.69058e+13 1.96149e+13 1.57142e+13 1.39793e+13 3.05243e+13 2.11818e+13 2.03409e+13 1.71606e+13 1.42745e+13 1.38841e+13 1.27324e+13 1.50521e+13 2.82475e+13 2.91158e+13 8.04253e+13 4.07972e+13 3.29443e+13 2.81011e+13 3.5106e+13 1.75947e+13 3.19829e+13 3.18237e+13 2.28802e+13
threshold=37.804148700000006 37.843405600000004 4.5000000000000009 1.5000000000000002 15.500000000000002 81.02500000000002 55.390026600000006 9.5000000000000018 89.00500000000001 96.050000000000011 2.5000000000000004 59.815000000000005 55.390026600000006 56.205000000000005 55.749683450000006 7.5000000000000009 104.01000000000001 55.554045200000012 55.922096200000006 108.05000000000001 84.810000000000016 75.000000000000014 95.045000000000016 10.500000000000002 82.905000000000015 78.605000000000004 19.500000000000004 71.715000000000018 55.93962770000001 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 16 5 10 -7 8 -8 -10 11 13 -13 -5 15 -14 -2 -6 19 20 24 -22 23 -23 25 -19 27 -20 -28 -29
right_child=1 -3 -4 4 17 6 7 -9 9 -11 -12 12 14 -15 -16 -17 -18 18 26 -21 21 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=68.743335731516567 5738.0774068227211 -7.9101049276991064 -97599.576534598222 -1236.8234189923464 -40063.196295547488 -34541.05739397322 62058.171680450439 151023.75287475585 -46641.153004807697 35167.926933262715 -8945.5072206845543 -31881.141748046877 38190.272646139128 -45571.304550781257 11181.625584903006 100004.04333007813 89473.634843749998 -6195.5440672356881 -13741.906646954572 -88188.670625000013 -107682.57055288463 71274.169260817318 9886.2450446428575 232049.08475000004 -101806.50114583335 68137.282063551684 66115.433291422538 -1860.3788892663044 -16687.481347656252 -83009.795879353274
leaf_weight=1005148 1995 3051869 21 7184 128 126 128 32 39 59 2672 48 99 105 118 60 20 2821 432 40 26 26 35 25 30 65 60 46 205 142
leaf_count=1005148 1995 3051869 21 7184 128 126 128 32 39 59 2672 48 99 105 118 60 20 2821 432 40 26 26 35 25 30 65 60 46 205 142
internal_value=0 -22.5171 -2678.06 -2559.17 -3806.11 -1810.92 22604 50512 36280.3 2611.25 -2722.39 -538.496 29446.8 -1875.47 40074 61516.2 6569.2 -9022.64 -8017.53 -4703.33 -3600.49 46434.2 93027.6 150085 -5522.26 -4521.38 -19506.8 -28725 2060.35 -63154.1
internal_weight=0 3.06866e+06 16787 16766 14751 10670 384 258 226 98 10286 7614 325 7289 277 159 2015 4081 3953 3068 3028 112 86 51 2916 2886 885 620 265 188
internal_count=4073804 3068656 16787 16766 14751 10670 384 258 226 98 10286 7614 325 7289 277 159 2015 4081 3953 3068 3028 112 86 51 2916 2886 885 620 265 188
is_linear=0
shrinkage=0.1


Tree=3088
num_leaves=31
num_cat=0
split_feature=6 6 4 4 1 1 0 0 3 0 0 0 1 0 1 0 3 0 3 1 3 1 4 3 3 0 3 6 0 1
split_gain=5.75205e+11 5.54842e+12 7.00256e+12 7.99728e+12 1.58373e+13 2.29665e+13 2.58281e+13 4.61415e+13 2.89638e+13 1.30016e+13 2.35432e+13 1.76409e+13 3.70328e+13 1.40942e+13 9.49726e+12 1.10164e+13 8.87957e+12 8.70237e+12 8.62892e+12 1.61877e+13 8.22988e+12 7.52032e+12 7.08437e+12 1.93092e+13 1.03059e+13 1.13239e+13 6.86089e+12 6.16969e+12 7.57381e+12 6.32287e+12
threshold=33.57500000000001 32.005000000000003 9.5000000000000018 5.5000000000000009 37.586700500000006 37.649344350000007 55.721784200000009 55.791814000000009 3.5000000000000004 55.834019500000004 55.759969450000007 55.721784200000009 37.563506350000004 55.812023600000011 37.503969450000007 55.783232450000007 7.5000000000000009 55.685785750000008 3.5000000000000004 37.618684050000006 1.5000000000000002 37.978059650000013 30.500000000000004 19.500000000000004 5.5000000000000009 55.721784200000009 7.5000000000000009 32.805000000000007 53.888505650000006 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 16 8 -8 10 11 17 -13 14 15 -12 20 -5 -9 -20 -6 -7 -4 24 -24 -26 -10 -3 -29 -30
right_child=-2 2 22 4 5 21 7 18 26 -11 13 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-86.893342122182332 -13.5655868536659 2807.8106951306004 -234.86780949806612 -4056.1602948466048 33748.62728045429 -1981.2871747763722 10949.894415838069 -4337.608232870869 117824.74921316963 2023.2772693713212 -60762.488370901643 2709.7027579471983 160511.37949218752 -10293.90252095769 -75118.967416158543 -155.87328853283898 30301.456002371655 -42255.828526343073 58155.253811306429 -14180.016037326388 -8758.6026687674512 4048.6924673259268 -5330.2622314453129 -8317.6357146232367 10549.692489346591 96642.837621093757 188133.01365489131 2058.2089966260942 9841.2221481004017 -1819.9374635539943
leaf_weight=358908 3604074 8480 49689 1565 54 2342 22 87 35 2939 61 58 20 178 82 59 112 62 99 45 291 17695 24 124 22 50 23 9060 478 17066
leaf_count=358908 3604074 8480 49689 1565 54 2342 22 87 35 2939 61 58 20 178 82 59 112 62 99 45 291 17695 24 124 22 50 23 9060 478 17066
internal_value=0 104.084 722.583 1442.11 2777.53 3994.36 20965 43195.2 108648 -2261.49 -8301.27 -3284.67 43171.7 -30809.9 -48888.4 -30964.2 5836.84 -5511.83 20527.7 35550.5 -2105.3 3343.89 -155.592 17749.6 51419.9 70336.6 145706 458.974 -289.715 -1502.22
internal_weight=0 469730 110822 60913 25829 20805 768 311 80 5024 2085 1705 78 380 202 120 457 1627 231 144 345 20037 49909 220 96 72 58 35084 26604 17544
internal_count=4073804 469730 110822 60913 25829 20805 768 311 80 5024 2085 1705 78 380 202 120 457 1627 231 144 345 20037 49909 220 96 72 58 35084 26604 17544
is_linear=0
shrinkage=0.1


Tree=3089
num_leaves=31
num_cat=0
split_feature=4 3 6 1 0 1 1 6 1 1 1 0 6 1 0 1 5 1 1 6 6 0 0 1 6 6 0 1 5 3
split_gain=5.84872e+11 4.53494e+12 1.08727e+13 2.94762e+13 4.74716e+13 4.39527e+13 2.66697e+13 2.4951e+13 1.79119e+13 2.78046e+13 1.4433e+13 1.13809e+13 1.6557e+13 1.17233e+13 1.17718e+13 1.29919e+13 1.64161e+13 3.22774e+13 1.2855e+13 1.10602e+13 1.05413e+13 1.01582e+13 2.00402e+13 8.86584e+12 4.08877e+13 1.61574e+13 4.19314e+13 1.77184e+13 1.16638e+13 8.77594e+12
threshold=9.5000000000000018 8.5000000000000018 110.01500000000001 40.024897700000004 57.15297970000001 38.948208550000011 37.503969450000007 112.00500000000001 30.509101000000005 36.593086150000012 65.559704250000024 52.07762420000001 130.05000000000004 47.17130860000001 53.506098950000009 49.111590500000005 4.5000000000000009 61.29689960000001 82.911604200000014 138.05000000000004 149.05000000000004 55.029726000000004 56.041614100000011 37.442254400000003 108.05000000000001 99.050000000000011 55.93962770000001 37.318079750000003 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 29 23 5 7 6 8 -5 -4 -10 -6 12 -9 -13 -15 -16 17 19 -18 -17 21 -19 -23 24 25 27 -27 28 -3 -1
right_child=-2 2 3 4 10 -7 -8 11 9 -11 -12 13 -14 14 15 16 18 20 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-75.96283909027197 35.292998678281712 1038.2680985312443 -18702.359450604839 85193.736259765632 -30380.659537760421 130481.15518002718 -53700.313301809219 14933.813342963325 168875.55818452383 31344.878220663268 -133674.36562500001 -48455.215675403226 -80323.764854307447 86548.658771306829 82730.587516983695 -9649.8697302476412 -2212.4407527043272 9974.9777954101573 -107405.9197172619 -90340.126312500011 -13942.452937500002 145060.64221540181 40809.140364583334 -1499.7606651127694 -140833.54906250001 -33495.052155172416 132525.09910278322 15034.131651188523 -21834.976328974186 738.97482266512679
leaf_weight=1686831 2181312 7261 31 40 24 46 38 36 21 49 31 31 37 22 23 53 26 32 21 25 25 28 54 53100 20 29 32 921 230 143375
leaf_count=1686831 2181312 7261 31 40 24 46 38 36 21 49 31 31 37 22 23 53 26 32 21 25 25 28 54 53100 20 29 32 921 230 143375
internal_value=0 -40.6792 -879.798 11576 -869.795 45751.5 17711.5 9781.87 44579.3 72604.1 -88600.7 2478.05 -33347.4 10170 16051.5 10647.5 4367.56 15972.7 -49213.8 -35512.1 44863.5 57759.6 76407.2 -1019.94 1979.99 2317.09 53597.5 1945.23 335.979 -12.1221
internal_weight=0 1.89249e+06 62286 693 508 185 139 453 101 70 55 413 73 340 309 287 264 217 47 78 139 114 82 61593 8493 8473 61 8412 7491 1.83021e+06
internal_count=4073804 1892492 62286 693 508 185 139 453 101 70 55 413 73 340 309 287 264 217 47 78 139 114 82 61593 8493 8473 61 8412 7491 1830206
is_linear=0
shrinkage=0.1


Tree=3090
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 6 7 5 7 6 0 0 3 0 1 3 6 6 6 6 5 5 6 6 6 6 6 0 3 6
split_gain=6.66843e+11 4.20187e+12 7.1596e+12 5.16016e+13 3.05968e+13 3.63192e+13 3.9036e+13 2.59179e+13 2.0484e+13 1.89984e+13 1.86209e+13 2.13454e+13 2.23038e+13 2.25848e+13 1.90202e+13 8.40183e+13 6.9e+13 2.66219e+13 2.63521e+13 4.14953e+13 3.07538e+13 2.44272e+13 8.91272e+13 2.29373e+13 6.32984e+13 5.32687e+13 6.03898e+13 3.59152e+13 1.73392e+13 1.71505e+13
threshold=5.5000000000000009 30.084656550000002 59.864072000000007 59.898927250000007 28.601854300000003 63.855000000000011 6.0000000000000009 3.5000000000000004 6.0000000000000009 59.505000000000003 57.719618750000002 54.94613300000001 3.5000000000000004 54.707511300000007 20.507515800000004 4.5000000000000009 65.805000000000021 168.45000000000002 122.65000000000002 82.905000000000015 4.5000000000000009 2.5000000000000004 80.720000000000013 91.02500000000002 74.615000000000009 77.010000000000005 84.810000000000016 54.94110555000001 1.5000000000000002 105.00500000000001
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 9 10 -6 7 -7 -5 -4 11 12 13 -1 17 16 -16 23 19 -18 -20 22 -17 24 -14 -26 -27 -28 -10 -25
right_child=-2 -3 3 8 5 6 -8 -9 28 -11 -12 -13 14 -15 15 21 18 -19 20 -21 -22 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=-9581.135002801786 -25.29853877908538 88.347692843367469 15616.52322053948 -4474.726942618765 -6190.0828325389239 -36286.848792203673 -137808.94443933826 25608.353379956985 81077.957983940971 50788.635528753221 7196.8405279249127 -24638.794292805993 -11380.379789675648 7762.9683654907631 -10563.778347528176 3725.7520090640173 -77948.146999999997 86915.311931818185 7378.2845458984375 -207437.47857142857 -146210.67897727274 -10647.953647714958 234413.21937500002 -81422.047265625006 184692.56080280175 -45183.628828862034 154333.5540777439 -9121.0740625000017 12618.050968375574 -16638.608924211774
leaf_weight=1034 2928705 1127915 737 4353 2562 471 34 79 45 194 2640 420 524 2741 122 103 50 33 32 49 22 346 20 54 29 53 41 20 208 168
leaf_count=1034 2928705 1127915 737 4353 2562 471 34 79 45 194 2640 420 524 2741 122 103 50 33 32 49 22 346 20 54 29 53 41 20 208 168
internal_value=0 64.7035 -1487.24 1473.17 -2894.62 -11319.9 -33824.6 -27396.4 -2867 22945.6 223.368 -2917.73 -1241.04 3012.29 -10878.7 -22773.3 -66658.7 -1280.46 -111388 -142039 -55195 2959.11 41235.9 -4554.32 4712.57 63682.6 32899.3 100742 24794.7 -32396.7
internal_weight=0 1.1451e+06 17184 5537 11647 3146 584 550 4606 931 8501 5861 5441 3775 1666 744 275 922 153 99 54 469 123 889 667 143 114 61 253 222
internal_count=4073804 1145099 17184 5537 11647 3146 584 550 4606 931 8501 5861 5441 3775 1666 744 275 922 153 99 54 469 123 889 667 143 114 61 253 222
is_linear=0
shrinkage=0.1


Tree=3091
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 0 1 1 6 3 3 6 3 6 4 6 3 3 1 1 1 3 6 1 3 6 3 4 3 6
split_gain=5.96401e+11 6.40427e+12 1.42724e+13 5.63593e+13 6.64498e+13 4.4215e+13 7.99608e+13 6.35531e+13 5.28769e+13 1.41226e+14 2.18062e+14 8.20787e+13 1.00841e+14 8.57414e+13 6.58536e+13 6.50012e+13 6.29942e+13 7.51867e+13 7.1137e+13 6.94454e+13 5.78492e+13 1.14579e+14 4.07988e+13 3.98759e+13 3.59799e+13 7.03081e+13 1.05281e+14 4.75954e+13 4.7432e+13 3.15659e+13
threshold=44.895258050000002 15.500000000000002 13.500000000000002 39.873894000000007 43.550475500000012 43.6005307 39.703507450000011 39.735861600000007 75.605000000000004 8.5000000000000018 7.5000000000000009 57.995000000000012 6.5000000000000009 61.805000000000007 14.500000000000002 95.045000000000016 7.5000000000000009 3.5000000000000004 39.723160900000003 39.735861600000007 39.723160900000003 12.500000000000002 64.805000000000021 39.723160900000003 11.500000000000002 44.820000000000007 10.500000000000002 14.500000000000002 9.5000000000000018 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 -1 4 -4 8 -7 -8 11 10 -10 16 13 -13 20 -11 17 18 -6 -19 21 22 -14 -16 25 28 -27 -26 -18 -5
right_child=-2 -3 3 29 5 6 7 -9 9 15 -12 12 14 -15 23 -17 24 19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-112.27711931994497 8.886131779967922 -1688.0802899465643 155855.61367187501 -7663.3965597167062 -178183.38185369319 9330.7290194383131 -117690.35455163044 11481.440396634616 -10695.642817179363 -23171.315388257575 -403710.44406250003 145045.06686921298 380080.80410156253 -75336.614483762256 -47688.857682291673 172453.58125000002 -77526.811744791674 155794.92750186013 46706.09349584335 10441.622967303241 65651.846336206901 27816.466718750002 203178.18799715908 143499.32328125002 99976.672758246539 -3962.8194754464284 -254922.56171875002 -67965.825972945604 87106.118629092263 -90813.457130984054
leaf_weight=178974 3865320 24372 32 1596 22 2535 92 65 48 33 20 27 32 51 24 35 30 84 39 54 29 20 22 20 45 35 32 27 42 47
leaf_count=178974 3865320 24372 32 1596 22 2535 92 65 48 33 20 27 32 51 24 35 30 84 39 54 29 20 22 20 45 35 32 27 42 47
internal_value=0 -164.75 36.9023 5233.33 12414.3 11088.8 5041.67 -64211.6 32202.7 -24385.1 -126288 44322.3 92854.4 949.352 141620 77518 17688.9 58050.9 -34401.6 98917.5 185366 232282 308009 39214.9 -20377.7 -50097.6 -123824 36998.2 18509.1 -10042
internal_weight=0 208484 184112 5138 3495 3463 2692 157 771 136 68 635 225 78 147 68 410 199 61 138 103 74 54 44 211 139 67 72 72 1643
internal_count=4073804 208484 184112 5138 3495 3463 2692 157 771 136 68 635 225 78 147 68 410 199 61 138 103 74 54 44 211 139 67 72 72 1643
is_linear=0
shrinkage=0.1


Tree=3092
num_leaves=31
num_cat=0
split_feature=6 6 7 0 0 4 4 1 3 1 3 1 1 4 3 1 2 1 4 4 4 6 0 0 0 0 4 5 4 3
split_gain=6.03643e+11 1.28027e+13 1.44121e+13 1.92663e+13 3.27898e+13 3.08529e+13 5.39018e+13 4.18121e+13 5.41057e+13 3.45354e+13 2.0836e+13 1.74154e+13 1.60587e+13 1.57901e+13 1.89763e+13 1.34993e+13 1.99293e+13 2.65442e+13 2.04344e+13 1.97017e+13 1.33813e+13 1.3625e+13 1.2749e+13 1.41908e+13 1.24556e+13 1.92802e+13 1.6076e+13 3.99551e+13 2.2486e+13 4.79931e+13
threshold=71.030000000000015 70.00500000000001 6.0000000000000009 59.982409200000006 59.898927250000007 11.500000000000002 25.500000000000004 30.315889700000003 3.5000000000000004 30.303340300000002 10.500000000000002 30.277905650000005 30.242318500000007 25.500000000000004 18.500000000000004 37.442254400000003 4556.0000000000009 49.147669400000005 22.500000000000004 23.500000000000004 17.500000000000004 70.50500000000001 55.568628050000008 55.806294650000005 56.83050475000001 56.850115550000005 20.500000000000004 2.5000000000000004 17.500000000000004 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 13 4 -4 7 10 8 9 -6 20 -10 -5 14 24 19 17 18 -17 -16 21 -7 -15 -24 -3 -26 28 -28 -27 -30
right_child=-2 2 3 12 5 6 -8 -9 11 -11 -12 -13 -14 22 15 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.22782290043700637 88.368555488876552 -5477.8904546556223 289.24221777445854 41293.022104779411 -44075.571839488635 -102613.82032015931 61181.762374205508 -47830.183300781253 72644.527837171059 99590.164583333346 24830.228211805559 159447.61191737291 -31542.371843509402 24539.712907527046 62218.401871744791 -28390.139105902777 -27674.516036739864 146095.36600060094 61659.229520089284 -47654.674234068632 -14344.817316650391 -6907.8409412202382 -125113.40685369319 -35003.07619025735 34883.778831921918 -868.28878235504635 -53889.85082330634 70216.591290283206 -34994.330605158728 73103.622503972467
leaf_weight=3397831 649723 13224 8429 34 44 51 118 32 38 27 63 59 276 26 24 36 37 26 84 51 75 21 22 85 163 2855 137 32 63 118
leaf_count=3397831 649723 13224 8429 34 44 51 118 32 38 27 63 59 276 26 24 36 37 26 84 51 75 21 22 85 163 2855 137 32 63 118
internal_value=0 -16.768 -2216.73 955.299 1803.56 25978.2 7102.2 56934.7 76889.9 10557.9 -23285.4 125442 -23554 -3947.59 -3676.69 23235.3 37879 54491.8 34644.4 -12495.3 -43906.3 -74699.6 -38268.6 -53530.4 -4095.16 1333.94 -372.343 -30390.4 1298.62 35478.4
internal_weight=0 3.42408e+06 26250 9267 8957 528 328 200 168 71 210 97 310 16983 16850 258 183 146 120 75 147 72 133 107 16592 3368 3205 169 3036 181
internal_count=4073804 3424081 26250 9267 8957 528 328 200 168 71 210 97 310 16983 16850 258 183 146 120 75 147 72 133 107 16592 3368 3205 169 3036 181
is_linear=0
shrinkage=0.1


Tree=3093
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 6 4 6 2 7 6 3 5 4 4 4 1 4 1 4 1 4 6 4 6 3 6 6 6
split_gain=5.98425e+11 5.52606e+12 1.48546e+13 4.50913e+13 3.98861e+13 2.34659e+13 2.9813e+13 2.56337e+13 2.08769e+13 1.55654e+13 1.67719e+13 1.4858e+13 3.77988e+13 3.57626e+13 1.66e+13 2.1753e+13 1.39455e+13 1.32927e+13 2.00724e+13 2.1141e+13 1.4044e+13 1.87115e+13 1.32099e+13 1.35554e+13 1.99097e+13 3.22034e+13 2.29356e+13 1.93083e+13 1.76963e+13 1.28555e+13
threshold=60.753246850000004 60.064438250000002 30.438492500000006 30.410676000000006 37.005000000000003 30.362494150000003 89.00500000000001 3.5000000000000004 41.365000000000002 2561.0000000000005 6.0000000000000009 105.00500000000001 3.5000000000000004 3.5000000000000004 11.500000000000002 17.500000000000004 16.500000000000004 72.839788400000018 5.5000000000000009 30.472130500000002 2.5000000000000004 30.509101000000005 3.5000000000000004 81.02500000000002 5.5000000000000009 96.050000000000011 5.5000000000000009 82.905000000000015 96.050000000000011 84.810000000000016
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 16 11 7 8 -7 -4 17 22 13 -13 -14 -16 -5 18 20 -20 21 -11 -3 -24 28 27 -27 -26 -25 -29
right_child=-2 2 9 4 -6 6 -8 -9 -10 10 -12 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=2.8768106325920901 322.66466509318411 -12553.856560460914 46435.02618383291 27929.57237161776 40304.372461736326 -8990.6964599609382 -119754.12573939732 -18838.975459256078 135497.798125 -52144.479352213544 19653.298767341166 170600.93798491382 -73439.504720052093 18387.006013257575 94293.984765625006 -42047.25115625 -11489.018626311889 990.83768446978399 -9331.5646527233548 49672.9228515625 -30001.422586629051 11793.761449539106 400.6025771487482 -35043.334619828347 -59566.784713855421 139003.47552083334 3438.3709735576922 30166.981371753252 -141535.45781250001 -16608.141928395919
leaf_weight=4001071 56679 977 49 123 489 20 28 775 20 60 170 29 30 33 22 25 332 510 319 75 911 193 10315 71 83 24 26 77 20 248
leaf_count=4001071 56679 977 49 123 489 20 28 775 20 60 170 29 30 33 22 25 332 510 319 75 911 193 10315 71 83 24 26 77 20 248
internal_value=0 -4.55259 -1856.15 -616.349 20476.5 -2169.16 -18295.6 -14809.9 63253.6 -9319.35 -10540.1 -1034.38 31469.8 89583.8 -15323.4 21772.1 -833.004 -13022.1 -17609.2 1900.25 -24212.9 -3369.46 -1415.95 -414.313 -15725.5 -7236.95 68509.6 -16519.6 -58448.2 -5526.04
internal_weight=0 4.01712e+06 16054 13767 944 12823 843 815 40 2287 2238 11980 139 62 77 47 455 2068 1558 394 1164 253 11841 10864 549 458 50 408 91 325
internal_count=4073804 4017125 16054 13767 944 12823 843 815 40 2287 2238 11980 139 62 77 47 455 2068 1558 394 1164 253 11841 10864 549 458 50 408 91 325
is_linear=0
shrinkage=0.1


Tree=3094
num_leaves=31
num_cat=0
split_feature=1 1 1 4 4 7 0 6 1 6 5 6 1 6 3 6 0 3 6 0 6 4 1 6 3 6 6 6 5 0
split_gain=5.9061e+11 1.05975e+13 1.20272e+13 2.78866e+13 4.94309e+13 9.35331e+13 5.60619e+13 5.14343e+13 3.35042e+13 3.68184e+13 4.56304e+13 2.92279e+13 5.32484e+13 3.97485e+13 3.57064e+13 3.54306e+13 4.29198e+13 2.76772e+13 2.45918e+13 4.4531e+13 3.75191e+13 2.43293e+13 2.35305e+13 3.21573e+13 3.0381e+13 2.87182e+13 2.50846e+13 2.31039e+13 3.17596e+13 3.5211e+13
threshold=50.213874250000011 49.111590500000005 49.176406850000006 5.5000000000000009 8.5000000000000018 6.0000000000000009 55.783232450000007 98.020000000000024 49.147669400000005 120.05000000000001 3.5000000000000004 134.05000000000004 49.147669400000005 114.05000000000001 5.5000000000000009 142.05000000000004 55.812023600000011 4.5000000000000009 85.020000000000024 55.812023600000011 89.00500000000001 7.5000000000000009 49.147669400000005 93.050000000000011 6.5000000000000009 76.00500000000001 72.020000000000024 74.015000000000015 2.5000000000000004 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 22 9 10 18 12 14 17 -9 -13 -17 -14 27 20 -20 -7 23 24 25 26 -5 -3 29 -29
right_child=-2 2 -4 4 -6 6 -8 11 -10 -11 -12 15 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-17.473390266704108 -47.155464119390707 2670.2115224403437 362.95579325414491 49946.549314014461 3126.761513561436 153583.3452452957 -8887.91646535773 -40027.792405870227 -10838.44632168287 46925.498101306352 -92951.202357153816 120047.01037946431 -100517.75078125001 150778.70440340909 -144818.6886439732 -26573.766949869794 125365.9240411932 60330.503345788049 159952.59899553572 -64214.692518028853 35025.88194802677 36643.909215198866 1930.8823609970159 144251.53490513394 -42446.460771276601 1351.8984764099123 162705.10520833335 -53994.288914695942 -48069.483736478367 71280.745122327309
leaf_weight=2339440 1607797 3189 95243 326 22966 93 38 144 3039 183 51 28 20 22 42 120 22 23 28 39 170 22 233 28 47 128 21 37 208 57
leaf_count=2339440 1607797 3189 95243 326 22966 93 38 144 3039 183 51 28 20 22 42 120 22 23 28 39 170 22 233 28 47 128 21 37 208 57
internal_value=0 30.7446 921.997 2621.8 4222.58 22768.3 96416.2 13409.4 -2939.64 3119.04 997.686 -14777.9 -36462.2 41452 -63690.3 17238.3 -3033.81 -14482.6 2282.93 33454.4 52692.3 131212 28565 39848.2 34248 41836.7 56770.6 166.733 -26269 21970.4
internal_weight=0 2.46601e+06 126567 31324 24323 1357 153 1204 7001 3962 3779 421 251 65 186 170 142 43 3728 237 198 115 783 550 522 475 347 3491 302 94
internal_count=4073804 2466007 126567 31324 24323 1357 153 1204 7001 3962 3779 421 251 65 186 170 142 43 3728 237 198 115 783 550 522 475 347 3491 302 94
is_linear=0
shrinkage=0.1


Tree=3095
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 6 1 1 5 7 6 7 1 6 1 6 6 3 1 1 7 6 0 1 1 1 1 0 0 1
split_gain=6.62091e+11 4.38132e+12 8.54821e+12 4.01269e+13 2.63412e+13 3.48116e+13 4.01892e+13 2.37025e+13 2.89432e+13 1.81511e+13 1.66856e+13 2.03606e+13 1.90441e+13 1.74693e+13 1.64909e+13 1.63927e+13 1.9903e+13 3.13965e+13 1.62156e+13 2.93699e+13 3.50527e+13 5.06268e+13 3.74815e+13 1.61503e+13 1.7534e+13 3.60257e+13 6.90912e+13 5.01663e+13 5.3506e+13 2.57845e+13
threshold=3338.0000000000005 4829.0000000000009 8.5000000000000018 7.5000000000000009 56.006509350000009 19.050000000000004 30.205407000000005 30.260128500000004 2.5000000000000004 6.0000000000000009 42.205000000000005 6.0000000000000009 92.865667950000017 96.050000000000011 94.478249850000012 189.00000000000003 104.01000000000001 4.5000000000000009 65.574968200000015 65.559704250000024 6.0000000000000009 56.505000000000003 57.14107305000001 30.084656550000002 30.624707450000006 37.897576350000001 33.882313700000005 59.933037250000005 60.05226170000001 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 8 -4 15 11 -8 18 -14 23 16 -5 -18 19 -12 21 -21 -23 -2 29 26 27 -26 -29 -25
right_child=1 -3 7 4 5 6 10 -9 -10 -11 12 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-33.559876219250974 -5560.5178795139318 -24.643599748451383 4503.8030425542083 19904.829186345883 3267.9961201079495 23222.174690193966 -18222.833725814155 660.1204494465868 29610.110303337569 -5309.9494797057559 -29063.700726889801 10580.512276967367 -9630.7818484042564 98338.990292080969 -9963.9138834224668 -52540.302835648152 6533.3291480654771 179453.4847842262 -44887.153930865723 -39004.320012019234 -79550.957484879036 32241.453406250002 169552.46055871213 1286.5754921497426 -14081.680814848849 890.04649384634877 -51234.637858358466 14346.681390331523 -25476.923993954173 17896.494602158869
leaf_weight=2406287 4411 1385880 1989 330 1138 232 1150 187116 597 551 1004 312 47 22 1585 27 21 21 454 52 31 50 33 2723 2585 71240 342 1732 419 1423
leaf_count=2406287 4411 1385880 1989 330 1138 232 1150 187116 597 551 1004 312 47 22 1585 27 21 21 454 52 31 50 33 2723 2585 71240 342 1732 419 1423
internal_value=0 48.4281 408 -383.386 -8685.59 -11863.8 -16947.9 791.528 10299.8 6452.58 -19901.8 -12076 -26659.7 24794.4 142.343 22696.1 28156.8 92993.4 -28845.9 -22621.3 16343.4 38363.5 86835 331.072 654.047 309.981 -7827.84 -4693.31 6589.32 6987.47
internal_weight=0 1.66752e+06 281637 91935 5475 4525 3387 189702 2586 950 3155 1462 1693 69 86460 399 372 42 1624 1170 166 135 83 84875 80464 76318 5078 4736 2151 4146
internal_count=4073804 1667517 281637 91935 5475 4525 3387 189702 2586 950 3155 1462 1693 69 86460 399 372 42 1624 1170 166 135 83 84875 80464 76318 5078 4736 2151 4146
is_linear=0
shrinkage=0.1


Tree=3096
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 1 0 6 1 6 6 6 6 6 1 0 4 6 1 1 6 4 5 6 1 0 1 1 6
split_gain=7.0912e+11 4.0196e+12 2.1477e+13 3.14544e+13 1.69474e+13 3.16403e+13 2.7091e+13 1.79249e+13 3.84714e+13 6.19586e+13 3.01139e+13 2.9601e+13 2.20561e+13 4.2916e+13 3.29304e+13 3.20446e+13 2.20421e+13 1.92658e+13 1.70599e+13 1.54318e+13 1.6185e+13 1.49684e+13 1.37166e+13 1.33456e+13 2.53429e+13 1.96082e+13 1.84128e+13 2.59852e+13 4.43976e+13 2.37934e+13
threshold=5.5000000000000009 55.539595350000006 55.418618900000006 86.169282750000022 38.430814800000007 65.00500000000001 38.166910000000009 55.462387050000011 70.50500000000001 37.290808600000013 108.05000000000001 89.00500000000001 91.02500000000002 80.030000000000015 77.010000000000005 37.563506350000004 55.520061350000013 4.5000000000000009 82.905000000000015 37.563506350000004 37.768783500000005 54.990000000000002 3.5000000000000004 2.5000000000000004 56.505000000000003 37.517483500000004 55.520061350000013 37.682335600000009 37.631035900000008 43.905000000000008
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 -6 7 11 23 16 12 17 13 14 22 -15 -10 19 -19 -4 21 -21 -11 24 26 -25 -9 28 -28 -30
right_child=-2 -3 3 -5 5 -7 -8 8 9 10 -12 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-14.532496383357207 -26.088164398216801 278.7324733463883 -7809.7911061841387 25654.663413873943 -6628.9932840273559 -32343.060966572011 23570.888042828541 1161.2824221658318 -41267.778125000004 105093.33330792683 -23951.226007401317 -83030.177284787744 138641.07838224087 51658.019090544869 176166.49579216453 -88559.939174107159 25645.070937264685 -4509.8314054520824 67881.613145123105 -35799.935847433619 3843.0523635864261 -91283.18418503982 28375.423564091438 -1573.4766047146954 29202.318790190664 -37317.212923793115 -27241.196489885788 -110543.75869791667 18364.727319931404 147277.28703835228
leaf_weight=629568 2928705 502132 344 347 4760 532 397 2319 121 41 38 53 41 39 34 28 83 2408 33 193 72 65 54 395 277 251 381 30 41 22
leaf_count=629568 2928705 502132 344 347 4760 532 397 2319 121 41 38 53 41 39 34 28 83 2408 33 193 72 65 54 395 277 251 381 30 41 22
internal_value=0 66.7231 -98.8479 -4060.51 -4850.52 -9214.01 -1874.8 -3246.78 1040.95 27714 58690.5 -8924.51 71941.1 57988.5 91711.3 -6940.53 -14043.4 -7663.64 -3531.17 -22630.1 -38079.1 -49778.3 61485.3 -2397.27 351.76 -15461.5 -2509.54 -20468.7 -14382.5 63381.8
internal_weight=0 1.1451e+06 642967 13399 13052 5292 7760 7363 4195 479 275 3168 237 196 129 67 204 3115 2441 674 330 258 95 3716 3070 646 2793 474 444 63
internal_count=4073804 1145099 642967 13399 13052 5292 7760 7363 4195 479 275 3168 237 196 129 67 204 3115 2441 674 330 258 95 3716 3070 646 2793 474 444 63
is_linear=0
shrinkage=0.1


Tree=3097
num_leaves=31
num_cat=0
split_feature=6 4 0 1 1 6 6 1 5 0 0 1 1 6 6 6 5 1 5 6 1 1 5 0 2 1 1 4 0 6
split_gain=6.70174e+11 4.16975e+12 6.69313e+12 1.02614e+13 1.58284e+13 9.05415e+12 1.86403e+13 1.21724e+13 1.51283e+13 8.20749e+12 4.33793e+12 1.43168e+13 1.18724e+13 7.27113e+12 6.19673e+12 6.12707e+12 8.65007e+12 1.858e+13 1.35797e+13 6.23652e+12 5.88874e+12 9.87371e+12 5.68692e+12 4.74848e+12 4.35411e+12 4.10603e+12 4.33853e+13 9.95893e+13 8.94286e+13 3.53096e+13
threshold=87.395000000000024 1.5000000000000002 59.864072000000007 39.178027400000005 38.958307950000012 134.05000000000004 100.05000000000001 37.897576350000001 3.5000000000000004 45.053967500000006 47.222459950000008 40.024897700000004 40.377616600000003 189.00000000000003 130.05000000000004 114.05000000000001 3.5000000000000004 94.478249850000012 2.5000000000000004 90.045000000000016 49.692247900000005 65.64204770000002 3.5000000000000004 54.988402950000008 5209.5000000000009 82.92647190000001 82.93515810000001 10.500000000000002 55.014210500000011 93.050000000000011
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 -2 -6 11 -5 -12 14 -13 16 18 19 -14 -18 -20 -22 24 -24 -17 -3 27 28 -27 -30
right_child=1 25 -4 10 9 -7 -8 -9 -10 -11 12 13 15 -15 -16 22 17 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=10.168274354659879 -10196.129838709678 -341.62859799402656 -40654.82001627604 -50740.812386592741 104006.44214015151 -37029.854858398438 77210.261196402615 -32992.392752511158 99731.16558779763 26188.758152173916 50268.905106026788 5047.0616008254719 52803.474631076388 47667.573759321735 -53273.561516779118 34908.426993815105 -31507.66817853009 105167.629375 -58251.32313701923 21685.684012858073 27065.693277138158 -23282.803428290143 -16159.909628906251 -71716.267937500001 -13324.571617251537 216865.86792732007 -22.088497520067598 2187.5823648239416 121972.97650991588 33369.005456579631
leaf_weight=3832905 31 211452 30 62 33 32 43 56 21 23 56 106 36 33 22 27 27 25 26 120 57 123 40 25 61 33 26716 1198 52 333
leaf_count=3832905 31 211452 30 62 33 32 43 56 21 23 56 106 36 33 22 27 27 25 26 120 57 123 40 25 61 33 26716 1198 52 333
internal_value=0 -161.786 5939.34 7227.66 25524.4 11288.4 21528.1 -641.662 34197.6 72045.6 2058.71 -9910 6342.86 5813.67 -4976.8 2004.48 8323.95 25469.6 -3862.19 11915.5 -13764.9 -7339.11 -15095.3 -37527.7 1474.19 -190.156 940.338 16851.3 58878.1 45336.3
internal_weight=0 240899 1115 1085 239 183 151 108 52 56 846 223 623 161 128 567 414 172 242 147 206 180 153 65 88 239784 28332 1616 418 385
internal_count=4073804 240899 1115 1085 239 183 151 108 52 56 846 223 623 161 128 567 414 172 242 147 206 180 153 65 88 239784 28332 1616 418 385
is_linear=0
shrinkage=0.1


Tree=3098
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 0 0 0 1 4 4 0 6 0 2 1 6 1 6 6 6 4 4 7 1 0 6 1
split_gain=6.80307e+11 9.28327e+12 4.47926e+13 4.72872e+13 3.20401e+13 2.36031e+14 1.19207e+14 6.50259e+13 4.90589e+13 7.04235e+13 4.71456e+13 4.4698e+13 6.88873e+13 3.72996e+13 3.44318e+13 3.60427e+13 5.92803e+13 3.32929e+13 3.16267e+13 3.15734e+13 3.12848e+13 2.82831e+13 4.43496e+13 3.19152e+13 5.12602e+13 6.76396e+13 6.84109e+13 6.78984e+13 5.39695e+13 4.38962e+13
threshold=37.873748150000004 37.978059650000013 44.739668300000005 50.596941950000009 55.622114900000007 55.303261650000003 37.924401400000008 55.660117850000006 55.667390500000003 55.702806750000008 37.897576350000001 13.500000000000002 5.5000000000000009 55.595177750000005 37.995000000000012 55.696737300000009 75.000000000000014 37.897576350000001 75.010000000000005 37.957884500000006 41.990000000000002 80.030000000000015 98.020000000000024 15.500000000000002 4.5000000000000009 6.0000000000000009 37.924401400000008 55.759969450000007 51.405000000000008 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 17 14 20 12 -6 -7 -10 16 -16 -9 -8 -19 -5 23 -23 24 29 26 27 28 -26 -11
right_child=1 -3 3 4 7 6 18 8 9 21 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=69.16410151753746 40036.132746130097 1.4437537231099988 -37237.303059095371 -18020.068808334116 21397.188442208426 -48142.081898625591 -7159.8797282551941 -90225.114908854172 -3580.0689916748033 23085.616150557595 11250.738991288645 32945.404988763759 -66922.468502831282 -130158.92246767241 -43543.723107148602 12784.484191879426 4224.8327007782827 -9708.2294550716069 -40193.404378925676 -53020.696546378967 1475.5624058676092 -21041.744245603404 11174.334946453848 618.23616741111152 10370.022186920907 -28530.558974836506 -12794.784949843246 -1507.1219600735164 68949.974909766344 -5135.7308947493548
leaf_weight=1054147 262 2956684 366 1166 280 1261 1641 60 3181 1006 3877 972 129 58 276 6869 4424 1537 352 189 2799 1773 563 19357 371 1525 4872 2315 273 1219
leaf_count=1054147 262 2956684 366 1166 280 1261 1641 60 3181 1006 3877 972 129 58 276 6869 4424 1537 352 189 2799 1773 563 19357 371 1525 4872 2315 273 1219
internal_value=0 -24.1448 -1225.57 -1397.96 -1187.56 -6044.11 -28428.1 -129.368 -722.819 -117.6 3409.57 21275.3 -6459.13 -51748.6 5633.97 8167.45 1419.7 -16996.6 -12994.2 -14451 -4257.58 -2667.21 -13277.3 -1866.08 -6018.48 -9262.9 -5510.73 6482.47 35202.8 7624.12
internal_weight=0 3.01966e+06 62973 62711 62345 11154 3312 51191 49810 48024 7842 1381 409 1319 14750 11569 4700 1786 1993 1726 3965 33274 2336 30938 11581 9356 7831 2959 644 2225
internal_count=4073804 3019657 62973 62711 62345 11154 3312 51191 49810 48024 7842 1381 409 1319 14750 11569 4700 1786 1993 1726 3965 33274 2336 30938 11581 9356 7831 2959 644 2225
is_linear=0
shrinkage=0.1


Tree=3099
num_leaves=31
num_cat=0
split_feature=3 0 0 6 1 0 6 6 6 1 0 4 6 0 6 6 0 7 1 0 1 5 6 5 0 0 5 1 0 4
split_gain=6.22328e+11 3.34032e+12 6.78033e+12 3.39698e+13 1.29179e+13 1.03876e+13 9.41667e+12 1.01701e+13 9.08055e+12 1.10405e+13 1.22379e+13 9.76784e+12 1.37495e+13 8.52181e+12 6.34326e+13 8.79952e+12 1.06806e+13 1.50114e+13 7.27931e+12 1.32713e+13 1.05046e+13 9.38112e+12 7.03037e+12 6.79448e+12 6.61644e+12 1.06569e+13 1.11378e+13 9.98714e+12 1.44419e+13 3.92532e+13
threshold=17.500000000000004 47.222459950000008 47.295021550000008 130.05000000000004 39.749243900000003 47.267650700000011 57.995000000000012 50.995000000000012 114.05000000000001 39.735861600000007 47.22829500000001 24.500000000000004 81.705000000000013 51.567244500000008 116.05000000000001 91.02500000000002 50.596941950000009 6.0000000000000009 39.652459050000012 47.245981600000007 39.689978950000004 2.5000000000000004 68.515000000000015 2.5000000000000004 53.20799465000001 53.356310450000002 3.5000000000000004 39.135518400000002 51.707269950000004 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 8 6 7 -6 9 11 -11 18 -13 14 15 16 -4 22 23 20 21 -20 -18 -3 27 26 -26 -15 29 -29
right_child=1 2 13 -5 5 -7 -8 -9 -10 10 -12 12 -14 24 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.5497921756591753 1164.6462925327444 -3570.6935256313272 -515.30360105014176 -108450.07222782257 -5882.8513656580435 -37621.756388656962 -18935.925419783682 27528.164336320468 -44122.659114583337 -25306.035519935347 49493.651194917489 -5096.6969452639823 -66242.260341282905 -30823.237334195146 163567.46153846156 -32296.588809255827 42324.713988882213 6883.5147147472999 29566.453696646346 -2141.0566024766608 13548.985925745083 113104.67726562501 108878.36555059525 -48024.938686166162 8480.3719458569067 -258.08511765803746 76093.1287265625 47626.132411899365 -8207.6348953949637 -2406.9464222889883
leaf_weight=3927269 15932 213 507 31 853 131 530 102 45 29 89 1141 38 139 26 59 65 162 41 698 648 20 21 41 957 120570 25 186 2237 999
leaf_count=3927269 15932 213 507 31 853 131 530 102 45 29 89 1141 38 139 26 59 65 162 41 698 648 20 21 41 957 120570 25 186 2237 999
internal_value=0 -202.341 -369.097 -4119.06 -3418.85 -10627.9 -8246.63 -2314.34 460.548 1138.79 31110.7 -106.519 -7067.46 -230.654 9807.95 4896.71 7803.21 24809.2 4834.45 7647.2 17283.6 56956 58576.2 -10746.4 -298.053 -173.582 10201.7 -4546.75 -3479.41 5446.35
internal_weight=0 146535 130603 4650 4619 1616 1485 955 3003 2958 118 2840 1179 125953 840 814 755 248 1661 1407 709 61 86 254 125113 121552 982 3561 3422 1185
internal_count=4073804 146535 130603 4650 4619 1616 1485 955 3003 2958 118 2840 1179 125953 840 814 755 248 1661 1407 709 61 86 254 125113 121552 982 3561 3422 1185
is_linear=0
shrinkage=0.1


Tree=3100
num_leaves=31
num_cat=0
split_feature=2 2 0 6 1 4 6 7 0 6 4 6 6 6 6 4 6 6 1 5 4 4 4 1 0 0 0 0 4 7
split_gain=6.06667e+11 7.05915e+12 2.97227e+13 2.2439e+13 1.33537e+13 1.24267e+13 1.57365e+13 1.36169e+13 1.13005e+13 1.04308e+13 9.40569e+12 8.90424e+12 8.36593e+12 1.06303e+13 7.0353e+12 6.88159e+12 9.59683e+12 6.59172e+12 6.18504e+12 1.2525e+13 2.40982e+13 1.03872e+13 1.00478e+13 3.37735e+13 6.91814e+13 1.1906e+14 3.98042e+14 8.30166e+13 7.58375e+13 6.45418e+13
threshold=2599.0000000000005 2561.0000000000005 58.603553700000006 80.030000000000015 49.692247900000005 19.500000000000004 87.015000000000015 6.0000000000000009 58.010305850000002 32.515000000000008 14.500000000000002 63.855000000000011 62.010000000000012 73.00500000000001 38.010000000000012 15.500000000000002 100.05000000000001 36.905000000000008 37.343102500000008 5.5000000000000009 8.5000000000000018 33.500000000000007 16.500000000000004 37.234509300000006 55.972700350000004 55.840017500000009 55.876067900000002 55.858844800000007 9.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -5 9 -3 14 -4 17 -14 -10 16 -8 -11 19 21 -21 22 23 -1 25 28 27 29 -25 -27
right_child=-2 2 11 5 -6 -7 15 -9 10 12 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-99.761725068377729 -19.199226323446538 -17887.923927339594 -7854.2901530710533 162795.04717261906 -22346.766593709028 -23350.540090013586 -23271.589065551758 56270.681654575899 1241.4773276969179 16940.454727861958 -2422.0866123495944 -39675.028580729173 -12544.457786649817 63714.459125000008 16842.484050350417 83068.617764136914 48701.37354403409 56022.241876650536 160.08386136262899 -124460.47724184784 25627.958750000002 -35407.632889716573 776.57225324038825 -892.27356564921001 -32683.453010068872 -19904.456540697676 -5328.6479848401614 127501.24123427673 -17138.108717765503 104485.98839699075
leaf_weight=48498 3265512 47 787 21 143 23 32 28 438 62 772 99 68 25 850 21 44 142 708272 23 20 86 32987 6756 884 86 1679 318 5000 81
leaf_count=48498 3265512 47 787 21 143 23 32 28 438 62 772 99 68 25 850 21 44 142 708272 23 20 86 32987 6756 884 86 1679 318 5000 81
internal_value=0 77.5652 4494.64 9682.93 7341.58 44969.4 55732.1 101924 9107.57 25885.4 6305.84 -11409.9 32812.5 7955.25 11537.2 32398 18397 44144.4 57.7932 -693.618 -54651.9 -669.543 -638.517 -1375.93 -5556.66 -3833.95 17721.9 97519.5 -7801.87 40428.6
internal_weight=0 808292 3602 2716 2547 169 146 49 2404 344 2060 886 297 93 1288 97 76 204 804690 96418 43 96375 96289 63302 14804 13920 2164 485 11756 167
internal_count=4073804 808292 3602 2716 2547 169 146 49 2404 344 2060 886 297 93 1288 97 76 204 804690 96418 43 96375 96289 63302 14804 13920 2164 485 11756 167
is_linear=0
shrinkage=0.1


Tree=3101
num_leaves=31
num_cat=0
split_feature=6 6 0 1 2 1 1 7 1 1 0 3 3 0 0 4 7 4 4 3 3 4 3 3 4 3 0 5 5 4
split_gain=6.05204e+11 8.41397e+12 1.68611e+13 2.27384e+13 1.7561e+13 1.96848e+13 4.30256e+13 3.85983e+13 4.89057e+13 3.21808e+13 3.52193e+13 3.28931e+13 3.33226e+13 5.07697e+13 6.86245e+13 2.84595e+13 2.44282e+13 1.52471e+13 1.51748e+13 1.56389e+13 1.52706e+13 1.43089e+13 1.33634e+13 1.63228e+13 1.19315e+13 1.19144e+13 2.56115e+13 1.1735e+13 1.09925e+13 1.05358e+13
threshold=49.010000000000012 48.945000000000007 44.249882500000005 40.965343750000009 75.000000000000014 37.600779750000008 37.702956500000006 6.0000000000000009 37.534144550000008 37.475446350000006 55.768246800000007 1.5000000000000002 2.5000000000000004 55.768246800000007 55.696737300000009 11.500000000000002 6.0000000000000009 14.500000000000002 11.500000000000002 3.5000000000000004 2.5000000000000004 16.500000000000004 7.5000000000000009 3.5000000000000004 13.500000000000002 6.5000000000000009 55.579943700000008 1.5000000000000002 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 18 5 7 16 9 17 10 21 -11 -13 14 25 -15 22 -9 19 20 -3 -4 23 -7 -24 -14 -27 -16 -19 -21
right_child=-2 2 4 -5 -6 6 -8 8 -10 11 -12 12 13 15 27 -17 -18 28 -20 29 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=14.497176010288335 -39.170917397576282 -16315.963945531134 -72746.330464409722 -300.29907392501832 2757.219557374181 -72968.209493947594 3631.8709169407894 161142.75584490743 -52191.026185344832 -83617.19581333705 15307.475340544872 137540.40085227272 -58141.579882812504 9815.3678267045452 194285.43875 -139926.42901041667 -150644.08929617747 114661.41072443181 -74354.893488311776 36356.530524553578 -71969.939703525641 -172713.99642857144 -32416.274983723957 9607.4254376446752 -130695.67162109376 -46200.178151939661 93452.960986328137 93992.931912667409 13512.491308593751 -26996.809804687498
leaf_weight=2042214 2004014 134 45 800 25577 43 190 27 29 35 39 22 35 22 20 30 28 22 64 63 78 21 21 54 30 29 24 28 21 45
leaf_count=2042214 2004014 134 45 800 25577 43 190 27 29 35 39 22 35 22 20 30 28 22 64 63 78 21 21 54 30 29 24 28 21 45
internal_value=0 37.9261 1773.02 -9901.47 2296.76 -12153.8 -29367.3 1877.72 57006.3 -13715.8 -60034.2 6134.91 21093.6 7466.84 39600.2 -76574.1 -64991.4 102245 -29903.9 -21013.7 -36792.4 -104554 -48786.8 -26998.3 -90227.7 -12862.4 17039 135781 65263.1 9959.31
internal_weight=0 2.06979e+06 27576 1184 26392 815 366 449 99 350 105 245 210 188 136 52 176 70 384 320 212 66 148 97 51 88 53 48 43 108
internal_count=4073804 2069790 27576 1184 26392 815 366 449 99 350 105 245 210 188 136 52 176 70 384 320 212 66 148 97 51 88 53 48 43 108
is_linear=0
shrinkage=0.1


Tree=3102
num_leaves=31
num_cat=0
split_feature=1 4 4 6 6 7 6 1 3 7 1 0 0 0 0 6 6 5 1 6 1 0 3 0 0 5 1 5 1 0
split_gain=6.0703e+11 7.67886e+12 2.05506e+13 1.58055e+13 2.36587e+13 1.5623e+13 1.51382e+13 2.62669e+13 3.56116e+13 3.66863e+13 1.15273e+14 9.61362e+13 5.53407e+13 2.14703e+14 7.97932e+13 5.37076e+13 4.80251e+13 7.16881e+13 5.86222e+13 5.26747e+13 4.81704e+13 4.29496e+13 3.80289e+13 3.67288e+13 5.48419e+13 3.6155e+13 6.06988e+13 3.2071e+13 3.15879e+13 3.07e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 32.515000000000008 30.025000000000002 6.0000000000000009 67.00500000000001 30.315889700000003 4.5000000000000009 6.0000000000000009 30.303340300000002 60.002985000000002 60.002985000000002 59.933037250000005 59.864072000000007 103.03500000000001 81.705000000000013 2.5000000000000004 30.277905650000005 71.030000000000015 30.260128500000004 54.707511300000007 9.5000000000000018 59.91832440000001 59.950512650000007 3.5000000000000004 30.260128500000004 3.5000000000000004 30.084656550000002 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 28 10 11 21 13 14 -12 16 17 18 20 -19 -11 -10 -18 -24 -25 -23 29 -17 -8 -27
right_child=-2 -3 3 6 5 -7 7 -9 9 15 12 -13 -14 -15 -16 27 22 19 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=144.66247755494737 -22.807457556238322 325.19516354929425 -5100.8172065535882 -2205.3418299410837 4199.0890436386753 19805.845216384052 5741.1129204395147 2449.6217385488158 -61977.901434616819 11547.293054871365 -154456.36722222224 -34787.783565199941 29556.4453125 -298354.34100609756 2805.3145216557023 -64080.405888740177 20189.590305734189 86178.793707830264 69704.263177981324 -46066.541104081756 -99469.629631696444 7357.011233489131 18276.658354695639 192650.88206758723 57397.332327178032 -1231.1234486607145 174573.43478860296 29663.089301658169 -16949.850390151565 108099.74401424633
leaf_weight=384415 3019657 547034 1572 89127 1629 1058 790 20046 84 563 45 653 44 41 114 143 752 33 174 345 42 2237 96 43 99 105 34 49 2746 34
leaf_count=384415 3019657 547034 1572 89127 1629 1058 790 20046 84 563 45 653 44 41 114 143 752 33 174 345 42 2237 96 43 99 105 34 49 2746 34
internal_value=0 65.3331 -214.986 -1341.77 4643.44 10344.2 -1557 414.388 -3988.62 881.37 -5764.11 -630.223 -71978.6 -94316.3 -41702.7 10515.7 15047.2 1212.52 18551.9 -34521.3 3840.33 8313.2 31215.6 66054.1 98354.4 10763.2 54807.1 -40156.3 -11880.3 25511.7
internal_weight=0 1.05415e+06 507113 122698 4259 2687 118439 29312 9266 5730 3391 3147 244 200 159 2339 2147 1157 779 378 605 2494 990 238 142 2410 173 192 3536 139
internal_count=4073804 1054147 507113 122698 4259 2687 118439 29312 9266 5730 3391 3147 244 200 159 2339 2147 1157 779 378 605 2494 990 238 142 2410 173 192 3536 139
is_linear=0
shrinkage=0.1


Tree=3103
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 4 4 1 6 4 6 7 4 6 6 6 6 0 3 6 4 6 7 6 6 1 6 5 6
split_gain=6.39684e+11 5.63851e+12 2.76065e+13 3.55392e+13 1.4962e+14 3.49947e+13 2.65314e+13 2.6243e+13 5.71404e+13 7.09535e+13 7.41305e+13 3.39521e+13 2.93522e+13 2.8923e+13 2.4287e+13 2.42696e+13 4.65113e+13 4.57269e+13 2.67767e+13 2.15679e+13 3.97252e+13 2.37462e+13 2.27477e+13 2.11478e+13 2.01071e+13 4.87274e+13 2.63172e+13 2.3861e+13 2.55334e+13 2.24834e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 38.948208550000011 38.927872750000006 57.005000000000003 16.500000000000004 17.500000000000004 39.008519500000006 120.05000000000001 14.500000000000002 67.91500000000002 6.0000000000000009 18.500000000000004 71.715000000000018 82.905000000000015 81.705000000000013 105.00500000000001 45.055912800000009 14.500000000000002 60.005000000000003 16.500000000000004 38.605000000000011 6.0000000000000009 101.02000000000002 91.02500000000002 38.999037500000007 125.02000000000002 3.5000000000000004 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 4 5 -3 -6 8 9 15 -11 19 13 -9 -15 16 -5 -17 -19 22 -21 -22 -10 -13 25 29 -27 -26 -29 -16
right_child=1 2 -4 7 6 -7 -8 12 11 10 -12 23 -14 14 24 17 -18 18 -20 20 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=30.664265442122208 572.76879634888815 12313.736471409475 -56.375425620913262 8607.6382375626908 -59675.657728384322 -18127.348855490764 -121952.82399902344 20791.761916351319 1430.4096300887636 -16938.088988095238 229765.14197198275 -27471.838882741769 -7668.2069025411911 -2488.8407185339693 13095.686784018933 -34022.201047701325 136212.22028556035 118857.12890625 7662.519268889926 -22.378456961222703 24405.162569563356 113337.93720894608 -11873.370390682019 -18.253417899783724 -22606.563122109004 -4509.3342075892861 84491.619686025952 128317.0703125 -5601.3380601283488 -82000.635757211538
leaf_weight=2547999 132266 721 1373283 1902 238 793 96 1104 1786 21 29 1353 2065 2788 568 325 29 32 67 767 73 51 4584 354 224 42 159 24 35 26
leaf_count=2547999 132266 721 1373283 1902 238 793 96 1104 1786 21 29 1353 2065 2788 568 325 29 32 67 767 73 51 4584 354 224 42 159 24 35 26
internal_value=0 -51.2074 -110.431 -3775.22 -16995.2 -3630.64 -77575.7 -2448.06 -5417.66 8269.84 126150 -9088.32 2352.69 6516.3 2439.71 5767.08 10524 -15897.2 43604.2 -6104.97 8467.62 60982.4 -8143.3 -21778.5 15186.3 23334.7 65894.4 -7704.27 48873.9 8933.22
internal_weight=0 1.5258e+06 1.39354e+06 20256 1848 1514 334 18408 11373 2405 50 8968 7035 4970 3866 2355 1931 424 99 7261 891 124 6370 1707 1078 795 201 283 59 594
internal_count=4073804 1525805 1393539 20256 1848 1514 334 18408 11373 2405 50 8968 7035 4970 3866 2355 1931 424 99 7261 891 124 6370 1707 1078 795 201 283 59 594
is_linear=0
shrinkage=0.1


Tree=3104
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 5 6 6 6 0 0 6 3 3 3 6 3 6 6 0 4 6 5 6 6 1 6 5 4
split_gain=6.41027e+11 4.51261e+12 4.0934e+13 1.29972e+14 1.29544e+14 1.4769e+14 1.69712e+14 1.38746e+14 1.16593e+14 1.1439e+14 1.10281e+14 6.14861e+13 4.90041e+13 6.2276e+13 4.47303e+13 6.01663e+13 4.79206e+13 4.2146e+13 3.90577e+13 3.72065e+13 3.5651e+13 7.48995e+13 1.63381e+14 3.45626e+13 3.30081e+13 3.19341e+13 3.18767e+13 5.5239e+13 5.0111e+13 3.57151e+13
threshold=9.5000000000000018 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.982409200000006 1.5000000000000002 59.815000000000005 95.045000000000016 49.895000000000003 59.939085000000013 59.963561900000009 44.205000000000005 6.5000000000000009 4.5000000000000009 1.5000000000000002 81.02500000000002 2.5000000000000004 59.245000000000012 56.805000000000007 59.982409200000006 8.5000000000000018 63.140000000000008 1.5000000000000002 63.855000000000011 89.00500000000001 30.242318500000007 98.020000000000024 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 10 -4 5 6 7 9 11 -5 -1 18 -12 26 15 -6 20 -9 19 -8 21 22 23 -16 -15 -17 27 -14 -28 -30
right_child=-2 -3 3 4 14 -7 8 17 -10 -11 12 -13 13 24 16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=468.64512615749055 36.948448910145842 -70.683382638892567 599.30869641996446 55819.11845446135 85769.078396739147 16783.02773254085 160201.78812500002 56937.721875000003 -54359.730897177418 285339.67194010416 9315.961859418283 39120.048601017443 -34172.605038759692 -18154.388641036185 56588.453648363648 -43041.998483795673 -100618.72447916667 -72813.97023437501 151068.20198302931 350781.57261904766 -15599.379230914201 157448.98257665095 -123009.16677556818 183858.81449444112 66356.591905381953 38555.214670138892 -79529.133864613192 53200.099126580055 28022.856024027984 -42000.256564613155
leaf_weight=46374 2181312 1831848 9703 228 46 985 20 32 31 24 361 43 387 95 119 429 30 115 209 21 114 53 55 26 90 54 349 89 86 476
leaf_count=46374 2181312 1831848 9703 228 46 985 20 32 31 24 361 43 387 95 119 429 30 115 209 21 114 53 55 26 90 54 349 89 86 476
internal_value=0 -42.5873 806.1 5947.11 25647.1 41976.2 76298.8 32639.9 130064 77678.2 -506.849 149576 -23909.6 -31539.7 -4471.82 -23511.6 20898.6 -44568.7 168575 257816 30831.9 51753.5 23744.3 79409.3 22959.1 -33919.3 -38808.8 -17836.1 -49767.1 -31285
internal_weight=0 1.89249e+06 60644 12337 2634 1708 723 399 324 252 48307 293 1933 1572 926 529 397 147 250 41 367 253 200 145 185 483 1387 476 911 562
internal_count=4073804 1892492 60644 12337 2634 1708 723 399 324 252 48307 293 1933 1572 926 529 397 147 250 41 367 253 200 145 185 483 1387 476 911 562
is_linear=0
shrinkage=0.1


Tree=3105
num_leaves=31
num_cat=0
split_feature=3 1 7 5 3 6 1 6 6 5 3 6 6 6 4 6 6 6 6 3 5 0 4 4 6 0 3 0 6 6
split_gain=6.51107e+11 3.17769e+12 9.11577e+12 1.09185e+13 2.06581e+13 1.08719e+13 7.53228e+12 1.46587e+13 6.33571e+12 1.03984e+13 6.293e+12 1.91475e+13 1.48959e+13 9.74677e+12 8.2529e+12 1.30715e+13 1.11125e+13 7.9975e+12 5.77782e+12 6.20544e+12 6.12773e+12 5.99729e+12 9.68141e+12 5.56209e+12 6.87895e+12 7.58113e+12 5.62421e+12 3.82792e+12 1.56687e+13 1.37146e+13
threshold=17.500000000000004 30.205407000000005 6.0000000000000009 3.5000000000000004 20.500000000000004 108.05000000000001 30.084656550000002 46.805000000000007 51.805000000000007 1.5000000000000002 18.500000000000004 82.00500000000001 97.020000000000024 74.015000000000015 20.500000000000004 41.005000000000003 47.805000000000007 52.330000000000005 77.565000000000012 21.500000000000004 2.5000000000000004 59.864072000000007 22.500000000000004 24.500000000000004 37.005000000000003 59.990753350000013 24.500000000000004 60.05226170000001 79.710000000000022 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -4 11 13 18 14 15 -8 -16 -17 20 -20 21 22 -12 24 -23 -26 -25 -3 -29 -30
right_child=1 27 5 4 -6 -7 10 -9 -10 -11 12 -13 -14 -15 16 17 -18 -19 19 -21 -22 23 -24 26 25 -27 -28 28 29 -31
leaf_value=7.7223839143245847 21989.439056755517 -345.23333205358324 -5480.4164949132219 -3080.0497916666668 120002.36978125 -71806.031793478265 36172.751767418034 -70203.607187500005 6262.7278708793019 -56214.964143880214 39824.753052145337 98785.668655711212 -71405.211765625005 -53870.907119140626 10472.793465909092 -64016.295751953126 71957.880207104958 2007.220112645349 -34937.95462346312 20007.844178427418 55271.811070777629 29875.816337890628 545.25854062500002 28119.199111424819 -26238.099889678957 17094.718198423034 -24034.535336538465 4975.5873522035281 -26224.283202555642 44030.967590725806
leaf_weight=3927269 34 140854 395 30 25 23 61 35 444 45 126 29 25 20 66 32 53 43 61 31 29 40 125 101 160 54 26 3269 268 31
leaf_count=3927269 34 140854 395 30 25 23 61 35 444 45 126 29 25 20 66 32 53 43 61 31 29 40 125 101 160 54 26 3269 268 31
internal_value=0 -206.967 3642.95 9339.04 52866.5 -3930.9 7259.1 -24775.1 -2164.92 -10669.2 9301.95 21502.2 4534.77 13352.3 18624.7 1796.52 37856.9 -26162.8 7056.02 -16423.6 10324 8261.5 20263.3 354.836 -8188.77 -15303.7 17442.1 -263.294 2971.43 -18940.3
internal_weight=0 146535 2113 1206 55 907 1151 69 884 440 1082 304 778 275 255 136 119 75 753 92 661 632 251 381 254 214 127 144422 3568 299
internal_count=4073804 146535 2113 1206 55 907 1151 69 884 440 1082 304 778 275 255 136 119 75 753 92 661 632 251 381 254 214 127 144422 3568 299
is_linear=0
shrinkage=0.1


Tree=3106
num_leaves=31
num_cat=0
split_feature=4 6 6 2 5 6 2 5 3 0 0 2 5 0 3 0 1 1 3 1 0 0 1 2 3 3 0 1 3 1
split_gain=6.03075e+11 3.91632e+12 1.07908e+13 3.88631e+13 3.37972e+13 1.7385e+13 7.14615e+13 7.00593e+13 3.39904e+13 3.81719e+13 3.08219e+13 2.53131e+13 2.1463e+13 1.89263e+13 2.54495e+13 2.418e+13 1.70646e+13 2.8368e+13 2.19709e+13 5.52085e+13 4.36385e+13 3.81374e+13 2.08218e+13 2.38521e+13 3.23051e+13 4.16746e+13 3.82966e+13 2.5334e+13 2.47905e+13 3.52123e+13
threshold=5.5000000000000009 87.395000000000024 90.045000000000016 1696.0000000000002 2.5000000000000004 91.02500000000002 2632.5000000000005 2.5000000000000004 1.5000000000000002 55.685785750000008 43.687280500000007 3999.0000000000005 3.5000000000000004 52.07762420000001 4.5000000000000009 59.905532300000012 39.689978950000004 39.939672500000007 2.5000000000000004 39.803839700000005 46.323575350000006 47.234875100000004 38.977585500000011 2828.5000000000005 3.5000000000000004 1.5000000000000002 59.764576050000009 30.362494150000003 4.5000000000000009 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 11 -8 -11 -12 -15 -16 22 18 19 20 -18 -20 23 24 25 26 -5 -28 29 -26
right_child=-2 2 5 16 -6 -7 10 8 9 12 13 -13 -14 14 15 -17 17 -19 21 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=97.755803406534952 -24.058531202443728 -114400.64308593723 220993.3474158654 97931.844957386376 -23423.370055847859 -610.50679094910151 -149953.26396484376 146159.52181712966 -50511.350419284987 94327.903297099139 30730.401702264906 382.90579427083338 -15689.003375 -10223.063240816664 10676.534948536706 119754.87235888164 151708.94078587124 -3168.225628635465 -101142.43052807881 -47868.519874877937 7767.5884283088235 -16574.155368066407 25974.495412858072 -9065.4995285703535 -121158.69383223684 45143.769136018884 -19895.56944110577 -137385.00631510417 37117.290593998019 -12007.700426603618
leaf_weight=1102789 2928705 45 26 22 441 34738 24 27 46 61 218 21 25 622 63 30 28 3207 93 160 85 125 375 1117 38 375 78 24 63 133
leaf_count=1102789 2928705 45 26 22 441 34738 24 27 46 61 218 21 25 622 63 30 28 3207 93 160 85 125 375 1117 38 375 78 24 63 133
internal_value=0 61.5321 -882.621 -4662.38 -31847.2 -207.863 11818.8 68812.9 43928.1 23017.1 1037.74 -79796.4 62346.2 4936.5 -2927.94 45863.1 -2431.78 -6595.29 -28979.4 -10076.4 43434.5 -52651.4 4488.06 132.698 14149.6 28525.7 -21730.6 -47540.1 -16507.1 -36263.5
internal_weight=0 1.1451e+06 42310 6409 486 35901 1163 185 159 132 978 45 86 933 715 93 5923 3698 491 273 113 218 2225 1850 733 499 124 102 234 171
internal_count=4073804 1145099 42310 6409 486 35901 1163 185 159 132 978 45 86 933 715 93 5923 3698 491 273 113 218 2225 1850 733 499 124 102 234 171
is_linear=0
shrinkage=0.1


Tree=3107
num_leaves=31
num_cat=0
split_feature=6 4 2 0 1 0 3 5 2 3 1 3 2 1 5 0 1 5 0 0 1 4 4 0 5 0 0 3 5 4
split_gain=6.27311e+11 1.51396e+12 5.88503e+12 5.45988e+12 4.92924e+12 3.20952e+12 1.72044e+12 1.65599e+12 1.90182e+12 8.41918e+12 1.25379e+13 1.204e+13 8.65585e+12 2.27102e+13 9.61304e+12 1.63565e+13 1.00884e+13 1.44356e+13 2.4215e+13 9.83672e+12 7.72837e+12 1.15882e+13 3.46616e+13 1.77076e+13 1.56004e+13 2.35699e+13 1.28212e+13 1.27032e+13 6.96226e+12 1.6876e+13
threshold=247.90000000000001 19.500000000000004 3999.0000000000005 56.850115550000005 39.105193450000009 45.029425500000009 16.500000000000004 7.5000000000000009 2875.5000000000005 11.500000000000002 60.66055595000001 9.5000000000000018 3129.5000000000005 41.966773150000002 4.5000000000000009 55.743464250000009 49.300375350000003 2.5000000000000004 45.040161900000008 53.310923100000004 39.038055050000004 9.5000000000000018 15.500000000000002 44.601833250000006 2.5000000000000004 56.288960650000007 54.188398350000007 3.5000000000000004 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 6 3 4 5 -3 7 8 20 11 -11 12 13 -10 16 -16 17 -15 -19 -18 28 23 -23 -22 26 27 -25 -26 -2 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 14 15 -17 19 18 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.0990321103454181 9552.1407076973373 -22914.223317307697 -56340.406569602274 44804.677414772734 -53053.519159226191 24064.656912878789 22442.282207031254 -18906.30163261218 122108.22628906251 89524.297251674114 302.1185540093316 -54819.653059895842 585.99131715432202 9112.3493786870222 11701.378924005683 120768.51859375002 -14343.805345740686 23809.769047619047 -118243.55499441964 64285.41146389101 -90218.522104779418 90360.748733108107 -46518.754835304055 42643.704112506734 -42652.742653245194 12447.474234169407 -15646.076089138456 -142488.20300000001 24183.044083806817 -50564.327576958953
leaf_weight=4070611 547 26 22 22 21 33 40 39 20 28 36 36 1560 98 44 20 26 21 28 41 34 37 37 58 26 38 108 25 55 67
leaf_count=4070611 547 26 22 22 21 33 40 39 20 28 36 36 1560 98 44 20 26 21 28 41 34 37 37 58 26 38 108 25 55 67
internal_value=0 1401.11 -9431.82 685.714 -11447 3362.1 1838.8 1566.72 1833.76 3664.73 39336.8 2459.34 3569.16 19185.8 11781.3 45784.9 1611.96 -13046.3 -57363.6 33772.6 -1640.13 -13388.1 21921 -22429.2 -13390.6 -47170.5 4720.23 -91591.7 4734.35 -16866.7
internal_weight=0 3193 124 102 80 59 3069 3029 2990 1958 64 1894 1858 298 278 64 214 147 49 67 1032 363 74 289 255 89 166 51 669 122
internal_count=4073804 3193 124 102 80 59 3069 3029 2990 1958 64 1894 1858 298 278 64 214 147 49 67 1032 363 74 289 255 89 166 51 669 122
is_linear=0
shrinkage=0.1


Tree=3108
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 4 6 7 4 6 6 0 0 6 4 7 0 6 0 0 6 6 1 3 1 0 6 3 1 0
split_gain=6.20856e+11 4.19663e+12 1.80952e+13 4.14749e+13 1.90362e+13 1.67336e+13 3.1369e+13 3.34036e+13 1.88922e+13 1.92725e+13 1.7393e+13 1.40807e+13 1.99016e+13 1.85033e+13 2.2396e+13 1.71395e+13 3.2899e+13 3.45847e+13 2.72199e+13 4.96406e+13 3.47189e+13 2.90039e+13 4.09141e+13 2.6093e+13 2.36685e+13 7.81005e+13 2.30283e+13 3.18944e+13 2.49351e+13 2.21413e+13
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 16.500000000000004 55.080855950000007 18.500000000000004 70.50500000000001 6.0000000000000009 23.500000000000004 72.50500000000001 33.805000000000007 55.007293000000011 54.988402950000008 30.025000000000002 15.500000000000002 6.0000000000000009 55.013931500000005 63.140000000000008 55.029726000000004 55.030407050000001 58.995000000000012 66.010000000000005 83.002084650000015 1.5000000000000002 83.007653300000015 55.017684700000011 87.015000000000015 8.5000000000000018 83.015546400000019 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 -2 -4 5 6 -5 -8 9 -7 -10 12 -3 -14 -15 16 17 -13 23 20 -20 -21 -23 -18 -25 -26 -27 28 -28 -17
right_child=1 11 3 4 -6 8 7 -9 10 -11 -12 15 13 14 -16 29 18 -19 19 21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-41.911897171886267 70.972361619912007 404.91133324471809 11869.520392591738 16893.506334895679 24785.068031298426 -28312.904103595334 -16067.810167964712 29596.220644124347 41378.007829589849 71453.101787109379 -6936.4240300496422 -3196.6631177904815 -29112.240650417385 12803.503282635666 1445.1418320632256 2539.3005630532753 -3131.2421090555872 -13550.603778519981 -7002.7653252943901 -2759.6240075015157 -25970.572093841998 58839.298900082242 2966.750200906145 588.71816719317792 57821.438018251618 5893.6956275964576 56701.914393538136 -58405.623100961537 -57891.687779017855 -545.19281538875703
leaf_weight=1892492 1876644 42794 4107 838 242 608 967 192 80 20 1086 17662 146 3317 3642 29005 9860 3947 4327 26371 1242 133 8993 17082 290 9757 59 130 28 117743
leaf_count=1892492 1876644 42794 4107 838 242 608 967 192 80 20 1086 17662 146 3317 3642 29005 9860 3947 4327 26371 1242 133 8993 17082 290 9757 59 130 28 117743
internal_value=0 36.3625 91.379 4796.05 -2407.2 -4143.03 2154.06 -8503.1 -11152.7 -25135.6 -3621.54 -313.332 1218.66 6119.92 6859.09 -623.291 -1633.76 -5087.87 -680.163 -2455.19 -11233 -1078.08 3781.02 1279.02 2869.2 6664.53 5177.11 -27042.8 19821.2 64.4627
internal_weight=0 2.18131e+06 1.88478e+06 8140 4033 3791 1997 1159 1794 628 1166 296528 49899 7105 6959 246629 99881 21609 78272 41066 5569 35497 9126 37206 27346 10264 9974 217 87 146748
internal_count=4073804 2181312 1884784 8140 4033 3791 1997 1159 1794 628 1166 296528 49899 7105 6959 246629 99881 21609 78272 41066 5569 35497 9126 37206 27346 10264 9974 217 87 146748
is_linear=0
shrinkage=0.1


Tree=3109
num_leaves=31
num_cat=0
split_feature=4 6 5 7 4 6 6 1 2 6 0 6 0 0 4 6 0 3 1 4 1 6 0 3 1 1 3 6 1 6
split_gain=7.02601e+11 5.16513e+12 1.48797e+13 1.81489e+13 2.33389e+13 3.50001e+13 4.18765e+13 3.99573e+13 4.7553e+13 4.36529e+13 3.9218e+13 3.67132e+13 3.49274e+13 9.6883e+13 5.19378e+13 3.41877e+13 4.41214e+13 3.03615e+13 2.99641e+13 3.09324e+13 2.93836e+13 5.97939e+13 4.39884e+13 2.77987e+13 2.73963e+13 4.29487e+13 6.48782e+13 4.2741e+13 3.74389e+13 3.82643e+13
threshold=10.500000000000002 74.015000000000015 2.5000000000000004 6.0000000000000009 17.500000000000004 80.030000000000015 78.605000000000004 30.315889700000003 75.000000000000014 76.605000000000004 60.01610465000001 91.02500000000002 55.749683450000006 55.79439725000001 14.500000000000002 76.00500000000001 55.702806750000008 8.5000000000000018 37.425454150000007 11.500000000000002 30.362494150000003 77.565000000000012 59.982409200000006 4.5000000000000009 30.315889700000003 30.389265100000003 11.500000000000002 112.00500000000001 30.260128500000004 112.00500000000001
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 7 9 12 -5 -8 -7 15 14 -14 16 -9 -16 -15 -20 21 -10 -23 -11 28 26 27 -26 -13 -30
right_child=1 2 3 4 -6 11 10 8 20 23 -12 24 13 18 17 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=32.136920003459011 30.37003038714322 -2097.6896854092211 640.20614603791364 -4904.0245562878781 200.3782070621603 -7911.7617891428663 10201.35506118292 5851.6244104003908 13354.946907552085 -13167.360220102164 81216.972713012699 -194.859853869452 -31090.83860012755 -66627.603090122779 -223503.699375 -21488.599457127817 125327.86842830882 -101047.14817073171 -70111.397021484372 39477.516863458812 2567.5263732340845 25396.703267045457 211561.96552083336 -86853.340680054534 -61333.812745312498 -432.24318271263184 29761.141495142227 4106.8293787339162 52625.497247972853 -20001.864684527856
leaf_weight=2547999 1262436 45664 129651 340 49993 16594 2782 340 216 78 80 690 49 56 40 627 34 41 32 132 5146 22 30 149 375 9481 156 136 343 92
leaf_count=2547999 1262436 45664 129651 340 49993 16594 2782 340 216 78 80 690 49 56 40 627 34 41 32 132 5146 22 30 149 375 9481 156 136 343 92
internal_value=0 -53.6666 -456.489 -112.244 -1220.15 -3086.02 1927.79 -2076.61 60.5888 -27576 12186.4 -4920.12 -16723.1 -43914.9 -112358 -7215.44 16713.1 -161520 -3471.26 18094.3 4248.75 36530.8 132800 -61533.9 -516.375 -2157.77 -26685 -43917.1 14289.7 37265.2
internal_weight=0 1.5258e+06 263369 217705 88054 38061 10194 7332 6765 567 2862 27867 1351 350 130 1001 374 81 220 164 5414 268 52 227 11273 10148 667 511 1125 435
internal_count=4073804 1525805 263369 217705 88054 38061 10194 7332 6765 567 2862 27867 1351 350 130 1001 374 81 220 164 5414 268 52 227 11273 10148 667 511 1125 435
is_linear=0
shrinkage=0.1


Tree=3110
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 7 5 0 3 0 1 1 1 6 3 6 3 4 1 1 4 0 3 1 6 1 3 1 3 4
split_gain=7.41126e+11 1.15355e+13 6.68038e+13 3.71427e+13 2.60661e+13 2.98172e+13 1.38743e+13 2.65104e+13 2.83135e+13 2.61137e+13 4.57707e+13 2.9319e+13 5.09241e+13 3.1338e+13 2.39037e+13 4.9497e+13 4.6937e+13 2.74944e+13 2.01149e+13 3.05022e+13 4.82367e+13 3.19881e+13 2.99683e+13 6.84653e+13 4.12051e+13 3.34822e+13 3.17848e+13 4.98534e+13 3.11136e+13 2.43739e+13
threshold=71.030000000000015 71.715000000000018 60.636764050000004 28.601854300000003 54.724612400000005 6.0000000000000009 2.5000000000000004 45.067157700000003 2.5000000000000004 47.207933300000008 36.865631950000008 39.033214400000013 39.596303450000001 80.030000000000015 14.500000000000002 72.020000000000024 15.500000000000002 3.5000000000000004 37.780517050000007 37.318079750000003 5.5000000000000009 44.685196900000008 6.5000000000000009 39.008519500000006 72.50500000000001 38.97264950000001 5.5000000000000009 38.999037500000007 4.5000000000000009 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 4 5 -2 7 8 -3 10 -9 14 13 -13 17 16 -16 -12 19 20 -10 -21 23 24 25 -20 -26 -28 -27 -22
right_child=1 6 -4 -5 -6 -7 -8 9 18 -11 11 12 -14 -15 15 -17 -18 -19 22 21 29 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-18.579670566917969 167275.65937500002 -5553.7417706825345 21397.390120385175 -1689.9571658011446 2269.2930475050402 39670.155452127663 260.08679360772487 138088.5642857143 -60006.56465126812 -1406.66222711098 19622.649225312922 18068.679266377112 -11917.591346602803 85987.572849317527 159613.41708341902 -7586.2294757758254 -2117.4360785989202 -20077.550319756403 42112.978322816511 -43395.278350179877 47291.6767608058 -6065.3435906235627 911.76446382039728 2741.3571774765337 23798.769592391887 50437.673531250002 -16805.139154582819 97680.339220610127 205256.96124855324 -10982.495893998581
leaf_weight=3424081 30 4266 1715 6799 62 47 531587 21 69 79760 186 310 697 87 38 360 34 2808 234 291 261 1087 10926 5622 1830 25 403 42 27 99
leaf_count=3424081 30 4266 1715 6799 62 47 531587 21 69 79760 186 310 697 87 38 360 34 2808 234 291 261 1087 10926 5622 1830 25 403 42 27 99
internal_value=0 97.916 3724.72 -643.781 50528.5 89386.6 48.9624 -976.137 1870.98 -1826.62 -9202.86 -9887.17 4365.31 32952.7 -14438.3 7551.56 83240.5 -17611.2 3385.32 -6699.31 16586 -13948.5 4338.95 8914.96 22467.5 58242.4 17970 -5999.77 130825 31266.3
internal_weight=0 649723 8653 6938 139 77 641070 109483 25182 84301 4541 4520 1094 397 3426 432 72 2994 20916 1807 429 1378 19109 8183 2561 286 2275 445 52 360
internal_count=4073804 649723 8653 6938 139 77 641070 109483 25182 84301 4541 4520 1094 397 3426 432 72 2994 20916 1807 429 1378 19109 8183 2561 286 2275 445 52 360
is_linear=0
shrinkage=0.1


Tree=3111
num_leaves=31
num_cat=0
split_feature=6 5 6 4 1 2 0 7 3 4 0 1 4 3 3 0 1 0 6 0 6 1 4 3 4 0 6 6 6 6
split_gain=6.79099e+11 8.21933e+12 2.23504e+13 2.26063e+13 1.95605e+13 2.77826e+13 2.77928e+13 4.32673e+13 2.92783e+13 2.39315e+13 2.35302e+13 2.23759e+13 2.35778e+13 1.96403e+13 5.9912e+13 4.3799e+13 3.48216e+13 4.77866e+13 2.88635e+13 2.51461e+13 2.35863e+13 2.2176e+13 3.70701e+13 2.39952e+13 4.03557e+13 5.16546e+13 5.23269e+13 6.61686e+13 7.38632e+13 3.06279e+13
threshold=97.020000000000024 2.5000000000000004 125.02000000000002 13.500000000000002 49.176406850000006 5444.0000000000009 55.061158000000006 6.0000000000000009 9.5000000000000018 16.500000000000004 57.15297970000001 30.226173900000003 15.500000000000002 12.500000000000002 14.500000000000002 44.601833250000006 39.777866350000004 45.029425500000009 98.020000000000024 45.015054600000006 118.04500000000002 30.362494150000003 19.500000000000004 6.5000000000000009 17.500000000000004 46.323575350000006 116.05000000000001 105.00500000000001 108.05000000000001 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 -2 11 10 9 8 -8 -7 -6 12 -5 21 16 -16 17 19 -19 -15 -17 22 -13 -23 25 26 27 -25 -29 -26
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 -12 13 -14 14 15 20 -18 18 -20 -21 -22 23 -24 24 29 -27 -28 28 -30 -31
leaf_value=7.7326008255779115 -10690.951365047089 -18.94768180779257 5166.59121284907 27307.87611400463 -44781.727816000886 47342.734076218381 12234.43868140244 -34362.996498842593 122638.3237691945 -37996.912418512009 58621.197102864593 25487.643026878723 -90412.597025730298 -86826.100426136371 -45351.088218750003 52467.821661732771 13878.145657169118 71403.040976562508 -61275.320780391485 -239810.94642857142 -46493.591406250001 -3131.5152842970342 145626.97389705884 50309.588802083337 -72093.103806678919 1969.8324376860121 -51908.561607142859 341070.5150568182 108494.26822916669 18687.305529807432
leaf_weight=3932741 4105 132285 2350 27 265 42 41 54 58 151 24 105 46 22 75 223 68 20 91 21 27 491 34 66 51 105 21 22 36 137
leaf_count=3932741 4105 132285 2350 27 265 42 41 54 58 151 24 105 46 22 75 223 68 20 91 21 27 491 34 66 51 105 21 22 36 137
internal_value=0 -215.58 -3178.84 -6229.82 1653.49 -13307.6 5808.94 37640.7 76915.5 -19425.6 -36194.6 7281.64 -46872.1 9729.46 -5679.74 21672.8 -45722.9 -72040.2 -37369.3 -161540 41780 17621.6 54874.2 12047.8 29063.8 55386.1 94066.9 118789 196713 -5939.29
internal_weight=0 141063 8778 6428 2323 635 346 153 99 193 289 1688 73 1615 547 325 222 154 111 43 250 1068 139 929 438 250 145 124 58 188
internal_count=4073804 141063 8778 6428 2323 635 346 153 99 193 289 1688 73 1615 547 325 222 154 111 43 250 1068 139 929 438 250 145 124 58 188
is_linear=0
shrinkage=0.1


Tree=3112
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 1 3 4 0 0 1 4 1 1 4 1 1 4 3 2 4 0 1 1 4 4 0 0 1 0
split_gain=6.57116e+11 1.0739e+13 1.33725e+13 1.72536e+13 3.4083e+13 1.37967e+13 2.02069e+13 2.96976e+13 3.71767e+13 2.92869e+13 1.6984e+13 1.639e+13 2.26502e+13 1.99029e+13 1.52775e+13 2.60699e+13 1.43605e+13 9.49161e+13 1.37241e+13 2.04817e+13 4.07698e+13 2.67485e+13 2.3186e+13 3.38189e+13 2.47472e+13 2.69733e+13 3.50884e+13 2.32988e+13 2.20606e+13 1.72365e+13
threshold=71.030000000000015 70.00500000000001 31.500000000000004 55.749683450000006 55.710673100000008 37.873748150000004 16.500000000000004 23.500000000000004 59.848366150000011 59.905532300000012 37.488790500000007 22.500000000000004 37.503969450000007 37.740454950000007 5.5000000000000009 82.991167100000027 37.897576350000001 17.500000000000004 9.5000000000000018 75.000000000000014 12.500000000000002 55.768246800000007 37.682335600000009 37.475446350000006 15.500000000000002 22.500000000000004 55.633951400000008 55.622114900000007 37.702956500000006 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 8 11 -10 -9 12 -8 -14 -7 16 17 -16 -3 20 -20 22 23 27 -25 26 -26 -22 -24 -23
right_child=-2 2 3 -5 -6 14 7 10 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 29 28 24 25 -27 -28 -29 -30 -31
leaf_value=-1.9290995908158746 92.199554796792668 1974.6878800592776 -14748.464880601416 17084.49500558036 -151142.14810267856 2486.8954117087515 -69960.1605024858 -12401.301650465173 162771.8336413872 36209.799686686201 28947.74614593506 80077.849414062512 76032.921815795897 -35084.842100694448 18076.236795359644 6915.1818856403206 -6493.6576852355183 -225867.49620028411 -140874.48356681035 -1899.4061883997035 -31039.942590525796 75814.246397569455 -170817.73451704546 -64087.040571120684 -19525.910078124998 -31454.833568548391 147400.14593290442 -138112.30036458335 -47205.135026041673 -3474.7399995754076
leaf_weight=3397831 649723 7059 53 42 28 3267 33 262 41 33 160 32 40 27 58 1577 11553 22 29 1512 63 36 22 29 20 31 34 30 42 115
leaf_count=3397831 649723 7059 53 42 28 3267 33 262 41 33 160 32 40 27 58 1577 11553 22 29 1512 63 36 22 29 20 31 34 30 42 115
internal_value=0 -17.495 -2032.36 -34927.6 -61896.9 -1877.5 1125.25 18469.6 49594.2 106332 3276.06 17786.6 -2146.59 31254.1 -3636.1 -5150.39 -6786.03 -49008.3 -82.0496 -7478.13 -26181.1 -18299.3 -37092.4 -20828.1 15679.5 42894 85575.7 -65579.4 -89697 15428.6
internal_weight=0 3.42408e+06 26250 123 81 26127 9650 628 206 74 422 132 100 67 16477 13210 11633 80 9022 1963 451 422 271 207 114 85 54 93 64 151
internal_count=4073804 3424081 26250 123 81 26127 9650 628 206 74 422 132 100 67 16477 13210 11633 80 9022 1963 451 422 271 207 114 85 54 93 64 151
is_linear=0
shrinkage=0.1


Tree=3113
num_leaves=31
num_cat=0
split_feature=6 6 0 3 2 3 4 0 0 1 3 3 4 5 0 1 4 0 0 3 3 1 0 1 0 0 3 3 4 3
split_gain=6.88638e+11 4.83706e+12 1.63322e+13 3.24808e+13 1.67102e+13 1.31807e+13 1.21245e+13 1.45889e+13 2.22958e+13 1.4985e+13 1.31641e+13 1.29377e+13 1.2461e+13 3.03296e+13 1.12064e+13 1.11037e+13 1.41701e+13 1.76942e+13 2.26859e+13 3.1384e+13 5.8115e+13 2.01689e+13 1.59497e+13 2.49508e+13 2.26315e+13 3.07062e+13 5.82155e+13 1.53246e+14 6.65345e+13 2.85622e+13
threshold=102.04000000000001 104.01000000000001 42.965693300000005 4.5000000000000009 75.000000000000014 2.5000000000000004 16.500000000000004 55.753967500000009 55.82518790000001 37.401708450000008 20.500000000000004 18.500000000000004 11.500000000000002 3.5000000000000004 55.667390500000003 83.754481100000007 22.500000000000004 56.760749800000006 59.898927250000007 19.500000000000004 15.500000000000002 30.303340300000002 55.034466500000008 82.961694200000011 45.067157700000003 45.022979600000006 13.500000000000002 11.500000000000002 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 5 6 -2 7 9 -9 -4 11 -8 13 -11 -14 16 22 -18 -19 20 21 -20 23 24 25 -6 27 29 -28 -27
right_child=1 -3 4 -5 15 -7 10 8 -10 12 -12 -13 14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=6.7621227226884875 44271.057315340913 -39.424228412288471 93797.326136363641 -7991.3847460937504 -14191.564267954775 151430.70355631513 4021.2205004882812 148038.2750625 15774.682872596153 -118400.16572690218 64478.155065524195 -61060.013677455361 71919.552276785718 32148.23200683594 -13826.282436342593 -20269.716488406739 -4934.1999369332207 -55683.178434930102 -21806.179208824284 89728.774245689667 -149668.77834051725 75241.038577178027 2670.6108192249376 23497.831926012041 -14933.062074075438 33110.311673754317 84319.789830280177 276125.29468749999 -92193.871308352624 -36554.153983274649
leaf_weight=3966508 22 97689 22 70 538 24 240 25 26 23 31 35 35 32 27 393 706 190 61 29 29 33 4080 256 2130 344 29 25 81 71
leaf_count=3966508 22 97689 22 70 538 24 240 25 26 23 31 35 35 32 27 393 706 190 61 29 29 33 4080 256 2130 344 29 25 81 71
internal_value=0 -249.981 -2391.04 34904.3 -2846.87 100180 15021.9 34863.4 80609.8 18078.8 2702.01 -4261.85 3841.15 -30808.4 34578.6 -3832.18 -3081.2 -13977.9 -32647 -3851.86 -25915.6 12263.6 -1569.45 -6549.15 -8939.46 2794.34 19409.6 35676.7 -45658.5 21191.8
internal_weight=0 107296 9607 116 9491 46 496 190 51 139 306 275 117 55 62 8995 8602 1048 342 152 123 94 7554 3474 3218 1088 550 440 110 415
internal_count=4073804 107296 9607 116 9491 46 496 190 51 139 306 275 117 55 62 8995 8602 1048 342 152 123 94 7554 3474 3218 1088 550 440 110 415
is_linear=0
shrinkage=0.1


Tree=3114
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 4 7 0 4 3 0 0 3 3 3 4 2 1 3 1 1 1 1 3 1 0 1 4 0 0
split_gain=6.02917e+11 6.11378e+12 3.47051e+13 2.49906e+13 4.37582e+13 1.87994e+13 1.87747e+13 3.53343e+13 2.50533e+13 2.33766e+13 3.26968e+13 4.09242e+13 1.74995e+13 1.65592e+13 5.01888e+13 3.14805e+13 2.16671e+13 1.63806e+13 4.74107e+13 2.52886e+13 2.74029e+13 2.14922e+13 4.39698e+13 4.62409e+13 4.89495e+13 9.64042e+13 3.00225e+13 2.60331e+13 2.25852e+13 6.05975e+13
threshold=116.05000000000001 114.05000000000001 38.109452700000006 30.226173900000003 2.5000000000000004 9.5000000000000018 6.0000000000000009 53.244414800000008 8.5000000000000018 2.5000000000000004 60.002985000000002 56.228352100000002 18.500000000000004 20.500000000000004 17.500000000000004 24.500000000000004 3191.5000000000005 38.989878900000008 12.500000000000002 38.927872750000006 38.893394150000006 59.999510900000011 65.534455000000023 3.5000000000000004 82.918694400000007 57.125462300000009 65.493200550000012 7.5000000000000009 57.100506200000005 55.050541250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 10 11 -6 -11 14 17 -15 -16 18 19 20 -4 -19 26 24 25 28 -23 -25 29 -24
right_child=-2 2 13 4 6 -7 7 8 -10 12 -12 -13 -14 15 16 -17 -18 21 -20 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.22214747950130601 -318.6458071193037 -15001.051825161639 -41724.825773111981 138556.77080305232 -28022.922096470425 32092.135763888888 117649.10554606121 -96786.498679956901 -471.54639975666697 36744.673999096209 -127178.31601562501 73775.10788033907 -35785.658321358816 108901.80876850331 -133141.93806675504 -15352.037508877842 -8737.330078125 8640.1777382158161 59956.894152462126 -47497.672069636683 52704.081994047621 -25675.452964314896 217437.46436298077 -58858.530641447374 1526.3860793510494 -75253.991947115384 -108529.16759375001 -1553.9580368519826 220839.74166666667 3544.425969328704
leaf_weight=4010126 58527 232 60 43 112 27 24 29 393 671 20 61 35 38 42 44 21 1665 66 289 63 349 26 95 137 26 50 479 27 27
leaf_count=4010126 58527 232 60 43 112 27 24 29 393 671 20 61 35 38 42 44 21 1665 66 289 63 349 26 95 137 26 50 479 27 27
internal_value=0 4.64461 3447.59 15420.1 20407.9 97491.8 16396.1 -377.91 -7090.35 24717.8 -6123.59 7871.18 33149 -2179.91 -3244.07 42229 -91673.7 -1585.52 -18729.7 -31334.9 6641.2 1258.96 -8847.73 4441.07 41005.2 92029.6 -36058.1 -11038.2 146397 108473
internal_weight=0 4.01528e+06 5151 1647 1415 70 1345 446 422 899 193 173 706 3504 3422 82 63 3359 478 412 123 2881 1216 817 243 106 399 574 80 53
internal_count=4073804 4015277 5151 1647 1415 70 1345 446 422 899 193 173 706 3504 3422 82 63 3359 478 412 123 2881 1216 817 243 106 399 574 80 53
is_linear=0
shrinkage=0.1


Tree=3115
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 4 1 1 1 6 6 0 6 4 1 3 5 3 6 3 6 0 1 6 6 7 1 6 6 6
split_gain=5.83533e+11 8.20303e+12 3.22937e+13 2.33871e+13 3.31477e+13 2.9343e+13 4.45207e+13 3.71141e+13 3.91321e+13 2.97176e+13 4.08614e+13 3.94208e+13 3.67498e+13 2.57938e+13 2.36701e+13 2.44296e+13 2.47468e+13 2.16869e+13 2.05505e+13 1.97227e+13 1.96198e+13 1.81703e+13 1.87356e+13 1.86473e+13 2.71807e+13 2.06476e+13 2.62825e+13 1.92311e+13 1.76931e+13 4.2983e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 8.5000000000000018 149.05000000000004 17.500000000000004 82.886781200000016 82.981285100000022 82.886781200000016 118.04500000000002 56.805000000000007 54.988402950000008 92.02500000000002 11.500000000000002 82.973036600000015 13.500000000000002 3.5000000000000004 14.500000000000002 106.49500000000002 2.5000000000000004 74.015000000000015 54.988402950000008 83.050033500000012 64.015000000000015 37.505000000000003 6.0000000000000009 82.911604200000014 73.995000000000019 90.045000000000016 97.020000000000024
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 19 5 7 -7 8 -5 10 -10 18 14 -14 15 16 -13 20 -12 28 -9 22 -8 24 -23 -26 -27 -25 -3 -30
right_child=1 2 -4 4 -6 6 21 17 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 27 25 26 -28 -29 29 -31
leaf_value=-20.175268244720009 -299.22290024429816 5387.1832532762837 171.3327014095556 2404.8772176166749 109799.22695312501 123073.19676724137 -43253.965037520567 6022.5061087702279 15789.015371334868 -47988.009731359656 69294.282067654407 43612.640056726428 47174.048703835229 -45754.6522702453 16882.894624758686 155396.56959918479 152644.77052556819 -52585.017848557691 168181.58710937502 -2334.5792588427257 -28433.707699938324 -22869.015181285515 14435.176362304686 -37297.176623590894 -13879.632487863733 -13535.255616747847 22531.039218153142 -1980.7096563708988 165643.44402173915 18425.290044487847
leaf_weight=3172333 359688 3515 523212 1272 32 29 190 1269 1777 57 169 387 44 93 259 23 22 78 24 6226 190 275 80 219 276 246 1131 521 23 144
leaf_count=3172333 359688 3515 523212 1272 32 29 190 1269 1777 57 169 387 44 93 259 23 22 78 24 6226 190 275 80 219 276 246 1131 521 23 144
internal_value=0 70.998 316.787 4414.74 8209.9 7833.25 -222.842 12053.3 16993.3 23493 24949.1 40891.9 31405.2 -15908.9 40785.9 55116.7 49477.4 -1211.11 81591.1 1096.48 1535.4 -1439.86 -26160.9 1061.9 6241.27 11084.2 16087.8 -12432.5 6898.15 38700.8
internal_weight=0 901471 541783 18571 8663 8631 2967 5664 4127 2855 2798 1021 828 137 691 432 409 1537 193 9908 1459 2938 270 2668 1928 1653 1377 740 3682 167
internal_count=4073804 901471 541783 18571 8663 8631 2967 5664 4127 2855 2798 1021 828 137 691 432 409 1537 193 9908 1459 2938 270 2668 1928 1653 1377 740 3682 167
is_linear=0
shrinkage=0.1


Tree=3116
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 4 6 0 0 1 0 0 0 0 6 0 0 6 1 0 0 7 0 6 1 0 0 6 1 7
split_gain=5.91271e+11 8.81441e+12 1.17315e+13 1.17491e+13 9.96081e+12 2.36128e+13 4.64601e+13 5.56728e+13 3.65204e+13 7.71662e+13 1.40947e+14 6.48049e+13 4.97193e+13 4.96346e+13 4.68493e+13 3.93609e+13 7.65198e+13 4.21168e+13 3.466e+13 2.96019e+13 2.91846e+13 4.96078e+13 4.45899e+13 3.31386e+13 2.82449e+13 2.41806e+13 2.19338e+13 2.13044e+13 2.0149e+13 1.97901e+13
threshold=50.213874250000011 49.111590500000005 4829.0000000000009 52.960348700000004 9.5000000000000018 11.500000000000002 116.05000000000001 55.791814000000009 55.801384500000005 49.195555600000006 55.791814000000009 55.79439725000001 55.858844800000007 55.850146250000009 81.705000000000013 55.759969450000007 53.506098950000009 81.02500000000002 49.230435000000007 55.728148450000006 55.759969450000007 6.0000000000000009 55.775215600000003 50.995000000000012 49.230435000000007 55.737027400000009 55.783232450000007 73.995000000000019 49.176406850000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 20 15 13 -10 -12 16 -11 24 -17 -19 25 22 23 -22 -18 -6 29 -28 -9 -20
right_child=-2 2 -4 4 5 -7 7 28 12 11 14 -13 -14 -15 -16 18 17 19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-13.212992932622408 -47.181826614932092 -21853.534185172597 -27389.979849596089 -13.381371481408545 4147.6368945919921 535.89092928948151 -7366.3682182109624 -26309.948199462891 -6605.7905585885128 -2783.435704550317 37054.21775665052 -35568.932028748437 13852.739163033411 -95462.59431152344 90159.17639802632 -18785.334349940902 -469.28727542147226 4282.5279071229879 -9877.1180515430606 82874.318794642866 19855.760636021787 -23596.989537567904 8828.2049398914751 71474.445768482503 23514.475799017797 -25659.505282320839 4824.4410871080354 34093.111831983573 -121884.16475297097 67499.96530905331
leaf_weight=2339440 1607797 227 147 60168 834 46408 311 32 3542 2405 1322 416 1430 64 190 1003 648 66 1188 175 241 279 852 257 2027 404 1529 297 71 34
leaf_count=2339440 1607797 227 147 60168 834 46408 311 32 3542 2405 1322 416 1430 64 190 1003 648 66 1188 175 241 279 852 257 2027 404 1529 297 71 34
internal_value=0 30.7618 843.583 876.413 917.3 1765.42 4674.13 -28470.1 5388.69 7988.77 19022.8 3052.32 -1925.71 -8182.84 43727.5 4766.62 10421.2 21311.9 -2660.7 61351.3 5994.05 14789.6 22722.8 46494.3 17704.6 -5579.41 2645.41 9585.01 -92191.2 -7724.24
internal_weight=0 2.46601e+06 126567 126420 126193 66025 19617 414 19203 14167 4379 9788 5036 3606 1512 9372 5321 2916 4051 241 2867 1629 1350 498 2675 1238 3048 1826 103 1222
internal_count=4073804 2466007 126567 126420 126193 66025 19617 414 19203 14167 4379 9788 5036 3606 1512 9372 5321 2916 4051 241 2867 1629 1350 498 2675 1238 3048 1826 103 1222
is_linear=0
shrinkage=0.1


Tree=3117
num_leaves=31
num_cat=0
split_feature=1 0 4 4 6 6 3 3 6 3 2 6 3 6 6 6 6 7 6 6 4 0 3 4 3 6 6 4 3 4
split_gain=5.96911e+11 2.11536e+12 2.70308e+12 2.12574e+12 6.16949e+12 5.0698e+12 6.55296e+12 6.20454e+12 4.4328e+12 1.06673e+13 4.43152e+12 4.07532e+12 3.86057e+12 8.02924e+12 1.21013e+13 1.9076e+13 1.0347e+13 8.52084e+12 7.38529e+12 6.36617e+12 6.30076e+12 6.11172e+12 6.71822e+12 5.95444e+12 4.7434e+12 4.71028e+12 2.13548e+13 1.60325e+13 9.40995e+12 8.59648e+12
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 9.5000000000000018 142.05000000000004 110.01500000000001 4.5000000000000009 7.5000000000000009 128.05000000000004 9.5000000000000018 1696.0000000000002 38.205000000000005 10.500000000000002 77.010000000000005 89.00500000000001 87.395000000000024 73.41500000000002 6.0000000000000009 44.205000000000005 36.005000000000003 16.500000000000004 61.78914120000001 14.500000000000002 14.500000000000002 13.500000000000002 75.605000000000004 74.615000000000009 14.500000000000002 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 3 -3 10 5 12 -7 -8 9 -9 -2 -12 25 16 15 23 17 21 19 -19 -20 22 24 -15 -14 26 -5 -28 -27 -30
right_child=1 2 -4 4 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-3.0799200385145635 29272.578046875002 832.5414212740385 -47404.633705357148 -3041.4762223822117 46185.802560763892 19392.800529233871 -70452.60108366936 8875.4067307692312 18146.702213541666 -85737.535795454547 -1809.0607854031216 1559.3864321725875 26304.872760719474 -51358.053273809528 17050.902763805654 -104694.13838900863 61068.03341721755 -35546.607285156257 -13798.468624131943 29089.305522537234 -73498.278018465906 -10186.191040826614 352.72944526176951 13129.608266059027 64656.184220566858 -3551.9006360589356 289.85463867187502 -96943.9331395349 11484.102053949884 59645.845916193182
leaf_weight=4047600 55 26 21 2709 27 31 31 26 24 22 4548 17082 129 21 73 29 39 20 90 64 22 62 77 45 43 538 28 43 235 44
leaf_count=4047600 55 26 21 2709 27 31 31 26 24 22 4548 17082 129 21 73 29 39 20 90 64 22 62 77 45 43 538 28 43 235 44
internal_value=0 475.74 -20720.2 513.826 -1471.31 -1760.79 -20916.4 -33048.3 -16943.7 -34488.9 923.211 851.125 -1165.37 5551.36 -13566.1 -37092.8 11433.7 7615.62 -8714.49 13699.8 -25525.2 17907.3 24902.4 -7389.19 35892.7 -2498.63 -4460.37 -58598.2 4176.57 19079.5
internal_weight=0 26204 47 26157 4472 4445 134 103 72 48 21685 21630 4311 714 168 95 546 507 196 84 112 311 249 66 172 3597 2780 71 817 279
internal_count=4073804 26204 47 26157 4472 4445 134 103 72 48 21685 21630 4311 714 168 95 546 507 196 84 112 311 249 66 172 3597 2780 71 817 279
is_linear=0
shrinkage=0.1


Tree=3118
num_leaves=31
num_cat=0
split_feature=3 4 3 4 0 0 6 4 7 6 7 6 6 4 1 1 6 7 6 6 0 0 6 1 7 0 4 1 3 1
split_gain=5.86352e+11 3.38572e+12 6.1337e+12 4.2826e+13 1.85996e+13 1.49853e+13 3.24756e+13 1.48117e+13 2.79336e+13 7.53673e+13 1.45532e+13 1.37715e+13 1.30728e+13 1.00693e+13 3.04859e+13 4.23306e+13 2.4432e+13 9.04098e+12 1.2368e+13 1.54864e+13 8.82041e+12 8.3637e+12 8.26832e+12 8.14518e+12 8.12862e+12 7.72643e+12 6.69845e+12 9.01296e+12 6.36472e+12 6.6894e+12
threshold=22.500000000000004 28.500000000000004 19.500000000000004 29.500000000000004 55.812023600000011 55.676890650000011 97.020000000000024 31.500000000000004 6.0000000000000009 53.005000000000003 6.0000000000000009 73.41500000000002 46.805000000000007 32.500000000000007 60.590708550000009 37.729575300000008 74.015000000000015 6.0000000000000009 60.910000000000004 45.005000000000003 55.721784200000009 55.876067900000002 42.875000000000007 37.46219940000001 6.0000000000000009 55.876067900000002 31.500000000000004 60.605526900000008 21.500000000000004 60.66055595000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 7 12 9 -9 -4 -10 22 14 15 25 -17 18 19 -5 -12 -15 -7 -14 -25 -6 27 -16 29 -22
right_child=-2 2 3 4 13 6 -8 8 11 -11 20 -13 23 21 26 16 -18 -19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.9629433210672858 374.64569916623452 -593.60897413995644 -111492.81015625001 66267.451633522738 4201.0510972612365 -2793.2930457073708 -124939.03831018519 20479.550850183823 -20169.640133552628 -193340.71738781931 25489.721670386905 27755.773849307792 -20093.609855769231 26977.964261130921 -17921.163069100217 58977.905318509613 196068.5544471154 -1603.6429168751283 82310.480014038098 -44995.341008890093 -67752.717228109526 -4188.0232685081846 -67647.414250000002 94900.043750000012 27151.64494724026 56237.225190662197 -25448.533576193822 36505.242510986332 -12020.092734422871 -23323.410925053617
leaf_weight=4010336 41351 19239 29 22 89 92 27 34 507 32 21 68 26 103 58 26 26 609 32 29 101 525 25 23 77 42 89 64 51 51
leaf_count=4010336 41351 19239 29 22 89 92 27 34 507 32 21 68 26 103 58 26 26 609 32 29 101 525 25 23 77 42 89 64 51 51
internal_value=0 -3.84183 -1237.71 -5543.41 -1756.34 -8477.51 -16904.3 -13604.6 -21574.4 -83190.9 -44836.2 -14501.9 7418.83 8785.78 21317.4 51186.1 127523 2616.09 33577.8 3000.37 -36206.5 923.596 -16651 29769.4 42733.8 20884.4 -4587.73 10630.4 -42588.9 -52845.5
internal_weight=0 4.03245e+06 22117 2878 2625 1603 911 884 641 66 253 575 243 1022 394 183 52 692 83 51 224 628 117 126 100 131 211 122 203 152
internal_count=4073804 4032453 22117 2878 2625 1603 911 884 641 66 253 575 243 1022 394 183 52 692 83 51 224 628 117 126 100 131 211 122 203 152
is_linear=0
shrinkage=0.1


Tree=3119
num_leaves=31
num_cat=0
split_feature=0 0 6 3 3 6 3 1 3 4 5 4 3 0 3 1 6 6 4 1 1 4 0 5 1 4 1 7 6 0
split_gain=5.74186e+11 7.17563e+12 2.96593e+13 2.0896e+13 3.25321e+13 4.35722e+13 3.32263e+13 4.78532e+13 3.59868e+13 3.23362e+13 3.36318e+13 3.69233e+13 2.7744e+13 2.72321e+13 2.32234e+13 2.26988e+13 1.63322e+13 1.49576e+13 3.11256e+13 3.69286e+13 3.24161e+13 2.56897e+13 2.00253e+13 2.58426e+13 1.80498e+13 1.38334e+13 2.32065e+13 1.65043e+13 2.15339e+13 1.34213e+13
threshold=47.234875100000004 47.139841100000005 120.05000000000001 18.500000000000004 15.500000000000002 138.05000000000004 7.5000000000000009 39.735861600000007 5.5000000000000009 19.500000000000004 4.5000000000000009 10.500000000000002 11.500000000000002 47.22829500000001 9.5000000000000018 39.703507450000011 138.05000000000004 112.00500000000001 19.500000000000004 39.689978950000004 39.712886600000012 13.500000000000002 47.222459950000008 3.5000000000000004 39.718675700000013 3.5000000000000004 39.652459050000012 6.0000000000000009 77.565000000000012 47.207933300000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 -4 10 11 -8 -11 -9 -13 -10 -16 25 19 -19 21 -21 -22 -24 -20 26 27 28 -3 -28
right_child=-2 2 3 -5 5 -7 9 13 15 12 -12 14 -14 -15 16 -17 -18 18 24 20 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-23.182784976797336 -16.805722577197177 9955.7704193215086 6986.9219708309001 -58766.325585937506 4518.0346354166668 191369.91075721156 69761.204233284894 42771.390086206899 170232.86170987217 154492.44671875003 -128920.14444754465 -114198.29281250002 -12072.75984375 173809.38498325893 23431.428615056822 47568.456250000003 -54357.003920990566 -48840.572325211862 -140618.24547413792 24088.764657738095 82639.995125325528 182449.25460937503 -55024.617767857148 44949.779725609755 -35250.373733108107 1381.1897193586508 3911.3689852919874 -21535.756752270114 74376.892662464496 -10266.631491777032
leaf_weight=613429 3393752 917 321 32 24 26 43 29 22 20 28 30 20 35 55 48 53 118 29 21 24 20 70 41 37 60198 836 155 55 3316
leaf_count=613429 3393752 917 321 32 24 26 43 29 22 20 28 30 20 35 55 48 53 118 29 21 24 20 70 41 37 60198 836 155 55 3316
internal_value=0 83.8678 1069.53 20380 23739 101681 18203.3 34274.5 21154 -11163.8 -26929.1 -11151.4 71209.8 114433 -36363.3 86120.1 -14742.5 838.993 -19488.8 -5557.01 23462.7 101338 -188.314 -18097.1 -81548.4 950.757 -3957.59 8768.53 13601 -7411.91
internal_weight=0 680052 66623 786 754 50 704 455 391 249 209 181 40 64 138 70 108 65837 360 294 176 41 135 111 66 65477 5279 1127 972 4152
internal_count=4073804 680052 66623 786 754 50 704 455 391 249 209 181 40 64 138 70 108 65837 360 294 176 41 135 111 66 65477 5279 1127 972 4152
is_linear=0
shrinkage=0.1


Tree=3120
num_leaves=31
num_cat=0
split_feature=4 6 5 1 1 2 4 1 1 0 1 5 6 6 0 0 0 1 6 0 1 3 6 1 3 1 3 6 1 6
split_gain=6.24854e+11 4.56756e+12 1.31055e+13 1.02599e+13 1.46888e+13 1.64763e+13 2.14556e+13 2.64925e+13 3.31072e+13 3.17857e+13 4.76195e+13 7.25994e+13 2.41531e+13 4e+13 2.21858e+13 1.811e+13 1.58622e+13 3.36438e+13 5.58269e+13 1.86939e+13 3.71031e+13 4.57073e+13 2.3187e+13 2.20963e+13 4.18711e+13 5.13643e+13 2.67611e+13 3.42825e+13 2.7625e+13 4.69011e+13
threshold=3.5000000000000004 47.420000000000009 1.5000000000000002 38.247071200000008 40.377616600000003 2892.5000000000005 2.5000000000000004 53.252814850000007 44.064675150000006 56.324067350000007 43.997056950000008 3.5000000000000004 138.05000000000004 106.49500000000002 56.288960650000007 56.115175650000005 45.053967500000006 40.024897700000004 69.605000000000004 43.472751400000007 39.908802000000009 2.5000000000000004 69.605000000000004 39.763755750000009 1.5000000000000002 39.843340650000009 2.5000000000000004 80.720000000000013 39.777866350000004 81.705000000000013
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 16 6 -6 8 9 10 12 14 13 -8 -12 -10 17 19 -19 20 22 -22 -5 -21 -25 26 28 -28 -26 -30
right_child=-2 2 3 4 5 -7 7 -9 15 -11 11 -13 -14 -15 -16 -17 -18 18 -20 23 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=546.69360162870851 -9.7152534957947747 -6567.608222158382 -2242.5596059290724 28122.735000000001 -91.763203581266382 335.94029423497517 -7873.385533797782 -94.9808675242612 -57533.582843787925 -37574.637541987657 -73724.336115056823 199939.85382737382 -65351.426681179473 134353.71375 34802.397477337792 -23153.794008062356 3780.4565827587949 -7153.1619628906255 190866.47878417969 -2010.5977664415705 -14510.151842747247 77007.503580729172 144073.32233455882 10657.456499668338 -152291.40830543157 -11601.387908482144 -72298.317500000005 -227619.65717592594 -88600.655985753692 104388.994609375
leaf_weight=132550 3837650 3272 18797 35 6726 43314 1750 2172 206 323 22 26 72 20 131 598 19230 35 24 5968 261 69 34 212 21 175 30 27 34 20
leaf_count=132550 3837650 3272 18797 35 6726 43314 1750 2172 206 323 22 26 72 20 131 598 19230 35 24 5968 261 69 34 212 21 175 30 27 34 20
internal_value=0 157.879 -339.567 -136.46 349.078 -573.846 -3845.18 -8590.57 -14452.2 -8446.09 -3790.72 45450.4 -8575.82 -6266.3 19197.2 -31962.5 2301.06 -1795.24 73397.2 -2439.5 18569.3 4625.36 85257.8 -3731.7 -23522.7 -47126 -94223 -145872 -54970.2 -17123
internal_weight=0 236154 103604 100332 81535 55360 12046 5320 3148 2344 2021 179 1842 1770 153 804 26175 6945 59 6886 399 330 69 6487 519 307 132 57 75 54
internal_count=4073804 236154 103604 100332 81535 55360 12046 5320 3148 2344 2021 179 1842 1770 153 804 26175 6945 59 6886 399 330 69 6487 519 307 132 57 75 54
is_linear=0
shrinkage=0.1


Tree=3121
num_leaves=31
num_cat=0
split_feature=2 0 0 6 6 4 1 1 0 1 5 6 4 6 1 7 1 4 6 1 0 6 6 1 4 6 5 1 1 4
split_gain=6.03985e+11 5.39036e+12 1.53794e+13 3.30608e+13 2.76015e+13 1.91167e+13 1.8965e+13 1.87275e+13 1.4953e+13 2.99894e+13 1.5994e+13 1.55341e+13 1.48732e+13 1.90997e+13 1.80038e+13 2.66611e+13 3.08992e+13 3.96635e+13 2.24006e+13 1.652e+13 3.85906e+13 3.23347e+13 2.18444e+13 4.49019e+13 1.60381e+13 1.51877e+13 1.23413e+13 1.21352e+13 2.82049e+13 3.81952e+13
threshold=451.00000000000006 55.071632200000003 55.111813300000001 80.030000000000015 86.920000000000016 4.5000000000000009 38.782330450000011 38.166910000000009 54.973017600000006 37.957884500000006 2.5000000000000004 43.905000000000008 4.5000000000000009 47.005000000000003 38.066230450000006 6.0000000000000009 38.011626600000007 15.500000000000002 125.02000000000002 38.166910000000009 54.86311005000001 85.020000000000024 79.015000000000015 38.247071200000008 2.5000000000000004 44.010000000000012 3.5000000000000004 38.657016300000002 38.958307950000012 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 8 3 7 5 -5 26 -3 12 11 -11 -10 13 -1 15 18 -17 -18 -14 20 -16 25 -21 -24 -15 -22 -6 -4 29 -29
right_child=-2 2 27 4 6 -7 -8 -9 9 10 -12 -13 14 24 19 16 17 -19 -20 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=322.00339721608532 -17.194653732579592 -24357.782566508991 175.79676055211871 14073.862975543479 60425.455603966351 122357.22739257813 -43246.997820723685 5544.3363798015343 -6248.7753799365473 1388.0554786260079 -17328.659789148336 -40127.8585946401 -436.7266626502992 4126.754923414147 -42966.257372243781 -9511.3966151083678 -147168.53458333336 -13644.914898126777 -103908.79226190476 2716.2879145672646 4986.2831036541429 89230.011787109383 -172073.39754083808 -103.67826849489796 -22466.310892207883 24087.949175554761 -11768.922196691177 -1983.3729570360911 1022.1103216185913 -14819.910390003035
leaf_weight=1682 3396489 221 631728 23 78 56 38 4007 209 1880 603 384 5671 299 114 186 45 44 21 3066 835 60 22 49 939 830 34 7729 13151 3311
leaf_count=1682 3396489 221 631728 23 78 56 38 4007 209 1880 603 384 5671 299 114 186 45 44 21 3066 835 60 22 49 939 830 34 7729 13151 3311
internal_value=0 86.2249 131.407 5985.74 42992.8 90831.7 17797.7 3981.34 -1675.2 -7982.68 -3157.32 -28187.3 -275.666 -6616.56 1416.32 -2287.72 -32698.5 -81156.9 -818.475 5858.05 13383.5 17107.4 1446.43 -53390.1 -16043.6 14508.4 38509.3 91.6261 -2106.42 -5833.17
internal_weight=0 677315 660376 4457 229 79 150 4228 16939 3076 2483 593 13863 2920 10943 5967 275 89 5692 4976 1839 1725 3137 71 1238 1665 112 655919 24191 11040
internal_count=4073804 677315 660376 4457 229 79 150 4228 16939 3076 2483 593 13863 2920 10943 5967 275 89 5692 4976 1839 1725 3137 71 1238 1665 112 655919 24191 11040
is_linear=0
shrinkage=0.1


Tree=3122
num_leaves=31
num_cat=0
split_feature=6 1 3 4 6 6 1 0 0 0 4 5 6 7 6 7 6 4 4 3 0 5 6 5 0 5 5 0 0 3
split_gain=5.89573e+11 4.00445e+12 7.3527e+12 1.25685e+13 8.59749e+12 1.23345e+13 6.08736e+12 1.89357e+13 2.09164e+13 6.06888e+13 2.98204e+13 2.63416e+13 2.23746e+13 2.07119e+13 1.29689e+13 9.08889e+12 7.88245e+12 1.03966e+13 8.74183e+12 8.9377e+12 9.53336e+12 1.17386e+13 8.84707e+12 7.42085e+12 7.34688e+12 1.35601e+13 1.30675e+13 1.90758e+13 1.09632e+13 1.84892e+13
threshold=87.395000000000024 91.292296250000007 12.500000000000002 14.500000000000002 142.05000000000004 125.02000000000002 92.791023150000015 56.041614100000011 55.972700350000004 56.006509350000009 9.5000000000000018 4.5000000000000009 138.05000000000004 6.0000000000000009 110.01500000000001 6.0000000000000009 125.02000000000002 6.5000000000000009 7.5000000000000009 4.5000000000000009 53.715816400000008 3.5000000000000004 90.045000000000016 3.5000000000000004 56.041614100000011 3.5000000000000004 4.5000000000000009 56.067362750000008 56.105603650000006 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 -4 5 -5 7 8 16 11 -11 12 -10 14 -12 -9 17 -3 -19 20 -20 -22 23 -21 -8 28 -27 -28 29 -26
right_child=1 2 3 4 -6 -7 24 15 9 10 13 -13 -14 -15 -16 -17 -18 18 19 22 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=9.537225515474125 -222.50571368281126 22413.596079080609 -70742.555034022182 -6400.4143139014668 -50999.907730263163 51582.873070068366 -600.42239471502967 -87209.90801532453 85182.121767241391 31360.983639705883 -25836.756398809524 -8277.4872070312504 200188.03348214287 17888.604634915868 -107630.9015625 -13524.53279587766 -24565.666254783166 -58506.436216517854 -38034.689769345241 62711.037500000006 13148.747605096727 91957.955570023158 -24019.75525364967 -16922.186789772728 2070.351806640625 -11177.960902029568 81342.741445312509 2650.1993419134797 4304.5156074848583 45374.196904296878
leaf_weight=3832905 233855 233 31 443 38 40 3848 26 87 187 42 24 21 52 36 47 98 28 21 25 63 27 157 22 165 488 40 134 376 245
leaf_count=3832905 233855 233 31 443 38 40 3848 26 87 187 42 24 21 52 36 47 98 28 21 25 63 27 157 22 165 488 40 134 376 245
internal_value=0 -151.745 2197.44 -8882.4 -5201.66 -1598.49 3139.54 9583.21 12791.3 29512.2 5788.19 86485.9 107544 -30997.3 -63587.9 -39768.6 1652.29 6112.99 -4960.02 -200.338 22635.2 36791.5 -12625.6 25435.9 1684.36 7756.06 -2788.53 20740.4 16637.1 27947
internal_weight=0 240899 7044 552 521 483 6492 1196 1123 449 317 132 108 130 78 73 674 576 343 315 111 90 204 47 5296 1448 662 174 786 410
internal_count=4073804 240899 7044 552 521 483 6492 1196 1123 449 317 132 108 130 78 73 674 576 343 315 111 90 204 47 5296 1448 662 174 786 410
is_linear=0
shrinkage=0.1


Tree=3123
num_leaves=31
num_cat=0
split_feature=2 7 1 6 1 4 1 1 0 4 6 0 4 4 5 1 0 0 4 4 3 4 4 5 4 4 6 4 0 1
split_gain=5.70177e+11 4.12508e+12 2.18003e+13 2.59313e+13 2.37982e+13 3.26069e+13 3.1971e+13 4.67284e+13 9.04854e+13 4.2943e+13 7.14008e+13 6.29836e+13 4.58392e+13 5.46786e+13 4.03671e+13 7.40681e+13 6.81897e+13 1.02903e+14 1.36221e+14 1.00895e+14 5.54498e+13 4.86866e+13 4.55074e+13 4.47016e+13 4.56029e+13 3.05447e+13 3.53346e+13 3.03227e+13 8.42202e+13 3.02335e+13
threshold=3338.0000000000005 6.0000000000000009 55.957851400000003 128.05000000000004 52.061190950000004 26.500000000000004 43.997056950000008 43.932356550000009 56.288960650000007 10.500000000000002 78.010000000000005 56.324067350000007 11.500000000000002 24.500000000000004 1.5000000000000002 45.126607350000008 56.342669500000007 56.324067350000007 8.5000000000000018 16.500000000000004 2.5000000000000004 18.500000000000004 5.5000000000000009 2.5000000000000004 15.500000000000002 22.500000000000004 57.005000000000003 16.500000000000004 56.262014700000009 49.111590500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 25 7 -3 27 10 11 -10 -11 -14 -8 16 17 19 20 23 -19 -21 -18 -16 -25 -6 -27 -9 -29 -17
right_child=-2 2 3 -5 5 -7 14 8 9 12 -12 -13 13 -15 15 29 22 18 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=45.938986057255065 44.94105470788088 -82.825895859217326 -5556.3222333258554 83257.174076704541 2358.362891786302 -22320.60279394126 410.11056193084983 -42740.062588418295 78598.067119188738 106625.91841077303 -24472.502226001798 -52165.106392144102 11143.670764493683 132063.65402260641 -40220.727892348346 -7337.41349040768 -44659.836132812503 40266.012736742428 -67693.386479591834 23794.197214625074 205995.82238769531 -21116.427952985869 -205176.96742424244 -79469.368629766075 -221564.05540865386 5015.7563269337079 29241.796968116527 48165.206274981836 -41088.741024310773 -1219.3257560679774
leaf_weight=1786939 1667517 524766 8681 33 15466 482 29139 203 203 152 209 45 183 47 408 12803 38 33 49 326 52 930 33 172 26 1598 966 215 208 21882
leaf_count=1786939 1667517 524766 8681 33 15466 482 29139 203 203 152 209 45 183 47 408 12803 38 33 49 326 52 930 33 172 26 1598 966 215 208 21882
internal_value=0 -31.1434 -253.541 -5219.98 -182.668 3348.03 -293.051 -33.0363 17801.7 39268.9 18584.7 54870.9 64014.2 35853.4 -2369.63 -4573.56 -22963.3 -19537.7 65101.4 -25628.8 141654 -9459.69 -119266 -59141 -98128.3 4034.23 14143 -10969.9 4276.74 -3477.65
internal_weight=0 2.40629e+06 619348 8714 610634 18512 592122 526231 1465 839 457 248 382 230 65891 36752 2067 1996 134 1862 85 1256 71 606 198 18030 2564 626 423 34685
internal_count=4073804 2406287 619348 8714 610634 18512 592122 526231 1465 839 457 248 382 230 65891 36752 2067 1996 134 1862 85 1256 71 606 198 18030 2564 626 423 34685
is_linear=0
shrinkage=0.1


Tree=3124
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 4 4 1 0 5 0 4 7 0 4 3 0 5 0 5 4 3 1 6 1 0 3 4 0
split_gain=5.94612e+11 9.54505e+12 3.8378e+13 6.64421e+13 4.52323e+13 5.08118e+13 4.87311e+13 4.39177e+13 3.7375e+13 5.64397e+13 3.88337e+13 3.14489e+13 8.68238e+13 5.26753e+13 3.13711e+13 3.57408e+13 2.97872e+13 2.81874e+13 2.70628e+13 2.27565e+13 2.80002e+13 2.20656e+13 2.14469e+13 2.78127e+13 4.65431e+13 3.46982e+13 3.40023e+13 2.15527e+13 4.17769e+13 2.13818e+13
threshold=71.030000000000015 73.995000000000019 39.105193450000009 39.178027400000005 56.148747500000006 56.520242650000007 20.500000000000004 16.500000000000004 72.839788400000018 55.029726000000004 3.5000000000000004 55.791814000000009 19.500000000000004 6.0000000000000009 51.707269950000004 17.500000000000004 7.5000000000000009 55.111813300000001 2.5000000000000004 58.010305850000002 2.5000000000000004 11.500000000000002 5.5000000000000009 30.303340300000002 72.50500000000001 30.226173900000003 60.028671700000011 10.500000000000002 19.500000000000004 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 7 19 18 11 -10 16 -5 13 -13 -4 -16 17 -11 21 -7 -21 -6 -2 24 -24 27 -27 -26 -29 -20
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 29 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-16.642125752844692 1305.5050773925664 -49.074159959324362 23200.37964083676 -604.41726835099337 61321.029706054695 10963.384755920275 -15636.100486060768 63503.499596007605 -117.74785452992033 32757.484869098025 -6832.8110488872744 -3503.1066496908788 80961.969748942065 -32182.808612434568 23469.756990297381 130002.05909423828 6898.0241593744431 10343.845623616537 -3762.0263318258621 -31565.128426750787 3910.9392477860783 -10199.712862215909 -1043.7361991312966 -2605.743311761707 -28871.409159511993 -89759.03355828824 -17863.087466195913 106582.91421030406 -44730.542814127606 31456.489010225545
leaf_weight=3424081 15481 576329 671 13192 200 6254 949 263 9312 1490 809 1485 96 1126 62 64 1666 900 504 278 1114 55 804 15713 288 179 104 37 36 262
leaf_count=3424081 15481 576329 671 13192 200 6254 949 263 9312 1490 809 1485 96 1126 62 64 1666 900 504 278 1114 55 804 15713 288 179 104 37 36 262
internal_value=0 87.705 1161.77 3208.33 2638.05 8508.78 5736.83 27064 709.7 4442.83 13172.1 -2619.1 -12437.2 -15871.3 31797.6 77581.4 17162.3 24317.2 17677.5 8389.57 -3174.08 45895 -1393.27 -3827.84 -17089.4 -37121.6 -63337.9 -16569.8 31962.6 8283.99
internal_weight=0 649723 73394 40752 39955 9879 8595 1284 30076 14177 4865 15899 2707 2611 797 126 4056 2390 1021 7646 1392 255 32642 17161 1448 644 283 361 73 766
internal_count=4073804 649723 73394 40752 39955 9879 8595 1284 30076 14177 4865 15899 2707 2611 797 126 4056 2390 1021 7646 1392 255 32642 17161 1448 644 283 361 73 766
is_linear=0
shrinkage=0.1


Tree=3125
num_leaves=31
num_cat=0
split_feature=1 1 7 0 0 4 0 1 6 4 6 1 4 6 3 4 0 6 6 6 5 6 0 4 5 6 1 1 4 6
split_gain=6.83644e+11 7.85485e+12 2.92749e+13 2.7805e+13 5.38351e+13 3.92223e+13 3.19254e+13 2.99988e+13 7.22982e+13 4.84519e+13 2.80428e+13 2.53267e+13 1.77395e+14 8.1046e+13 2.52089e+13 3.62155e+13 3.52728e+13 2.69374e+13 2.4859e+13 2.31043e+13 2.84692e+13 6.29509e+13 5.68314e+13 1.63997e+14 4.27769e+13 4.38167e+13 8.89929e+13 4.13298e+13 4.58646e+13 4.04778e+13
threshold=50.213874250000011 49.030112300000006 6.0000000000000009 55.82518790000001 55.81943720000001 8.5000000000000018 55.972700350000004 49.095306150000006 83.820000000000007 22.500000000000004 87.015000000000015 49.095306150000006 21.500000000000004 55.805000000000007 1.5000000000000002 9.5000000000000018 55.783232450000007 81.705000000000013 80.030000000000015 106.49500000000002 2.5000000000000004 63.705000000000005 55.791814000000009 4.5000000000000009 1.5000000000000002 44.205000000000005 49.111590500000005 49.111590500000005 23.500000000000004 72.50500000000001
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 4 11 6 -5 -6 9 -9 -10 12 -4 -14 15 -13 -17 -18 -7 20 21 24 29 -24 25 -16 -27 -26 -29 -23
right_child=-2 2 3 5 7 18 -8 8 10 -11 -12 14 13 -15 19 16 17 -19 -20 -21 -22 22 23 -25 27 26 -28 28 -30 -31
leaf_value=-13.822632583508886 -50.733692754747203 1575.8546515851331 84.757860850003837 -19880.499177465306 -38698.205908439391 8136.9560400144928 22620.605808138313 10488.055856195495 -135115.06767857142 130348.64000854493 -34271.816132812499 -3604.8559727330812 45342.177397228428 234647.95076530613 -2336.3662855630764 -2739.5169122545785 31405.523943137116 111776.52444444445 37491.520691441132 14176.8586277706 -8951.881086037105 -6118.6327068224218 295657.04217051633 25348.987080603161 -18660.724254153229 61490.206670720334 4936.642377446562 -7263.8543290344651 16512.942496795822 21582.269025151298
leaf_weight=2306713 1607797 113309 817 852 620 3428 223 215 35 40 130 1109 42 49 13094 343 569 45 315 798 6626 1604 23 930 2794 318 2226 7037 917 786
leaf_count=2306713 1607797 113309 817 852 620 3428 223 215 35 40 130 1109 42 49 13094 343 569 45 315 798 6626 1604 23 930 2794 318 2226 7037 917 786
internal_value=0 33.0776 712.232 -1415.77 -2256.99 5772.01 -11064 -24719.6 -4084.49 29289.7 -55662.8 -1674.82 14836.3 147276 -2057.08 8694.21 22946.7 37295.9 10607.4 -2654.94 -3024.4 -1703.28 11224.7 31872.7 -3341.2 -3.16719 12005.8 -8197.94 -4522.68 2991.37
internal_weight=0 2.46601e+06 159294 45985 41167 4818 1075 1040 420 255 165 40127 908 91 39219 2066 957 614 3743 37153 36355 29729 3343 953 26386 15638 2544 10748 7954 2390
internal_count=4073804 2466007 159294 45985 41167 4818 1075 1040 420 255 165 40127 908 91 39219 2066 957 614 3743 37153 36355 29729 3343 953 26386 15638 2544 10748 7954 2390
is_linear=0
shrinkage=0.1


Tree=3126
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 0 6 6 3 6 0 4 3 7 6 6 6 0 4 4 3 7 0 6 4 6 4 0
split_gain=6.63762e+11 1.0046e+13 2.16106e+13 5.55674e+13 5.41235e+13 3.97804e+13 3.45965e+13 4.28643e+13 2.64132e+13 2.88086e+13 2.80425e+13 3.94813e+13 3.84733e+13 2.55397e+13 2.5013e+13 2.23924e+13 1.95705e+13 1.93398e+13 6.69936e+13 2.41039e+13 2.18954e+13 1.97998e+13 1.86524e+13 1.79792e+13 3.99872e+13 1.71104e+13 1.61858e+13 1.61198e+13 1.57517e+13 4.20255e+13
threshold=37.804148700000006 37.780517050000007 55.922096200000006 55.812023600000011 13.500000000000002 55.93962770000001 55.710673100000008 44.739668300000005 50.010000000000012 74.615000000000009 8.5000000000000018 97.020000000000024 55.783232450000007 5.5000000000000009 4.5000000000000009 6.0000000000000009 72.020000000000024 78.605000000000004 76.00500000000001 55.520061350000013 6.5000000000000009 11.500000000000002 10.500000000000002 6.0000000000000009 55.649510000000014 59.815000000000005 4.5000000000000009 28.980000000000004 18.500000000000004 44.685196900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 26 16 11 12 14 -14 -11 -12 -10 18 20 -19 -9 -21 -18 -22 -25 -26 -8 -28 -3 -30
right_child=-2 2 4 -5 5 -7 8 17 9 10 15 -13 13 -15 -16 -17 22 19 -20 21 23 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=30.334785256456424 -23.101871090684671 2694.6365464216783 -5469.7242552707621 -19083.01154685592 31454.075250135149 117353.91335827464 -69113.391298491377 6144.4389410874355 26554.171669392832 -36100.981029964401 74251.060243055559 101119.85010190218 71360.222358630956 -46199.160937500004 -127628.22740885417 -47200.672382812503 118785.9864279514 -3689.8626302083339 137792.71010584678 -155826.42522321429 -18086.719909639494 -39816.135635080645 2720.4367968750003 -85626.407711693551 24480.349025213072 121087.59183238636 49597.257090796498 4430.0599269647309 -5729.2144373143683 35845.525998525416
leaf_weight=989159 3068656 6692 365 1177 224 71 29 631 1066 79 63 23 42 33 48 20 45 57 31 28 1822 31 20 31 110 22 82 2171 459 517
leaf_count=989159 3068656 6692 365 1177 224 71 29 631 1066 79 63 23 42 33 48 20 45 57 31 28 1822 31 20 31 110 22 82 2171 459 517
internal_value=0 70.5286 2557.12 1794.27 20274.8 52128.3 3530.6 577.532 11808.9 22418.7 -4694.86 -23021.4 -37156.3 19634.1 -70694 44985.6 29802.4 -10101.6 -8350.19 -50066.9 -10082 -94871.9 83073.5 -15240.1 16578.8 40581.6 5118.47 6073.96 4425.53 16293.5
internal_weight=0 1.00515e+06 15989 15329 660 295 14152 10431 3721 1439 308 225 202 75 127 83 1131 2763 2647 116 2616 59 65 1985 163 132 2282 2253 7668 976
internal_count=4073804 1005148 15989 15329 660 295 14152 10431 3721 1439 308 225 202 75 127 83 1131 2763 2647 116 2616 59 65 1985 163 132 2282 2253 7668 976
is_linear=0
shrinkage=0.1


Tree=3127
num_leaves=31
num_cat=0
split_feature=4 5 0 6 6 7 1 3 5 1 6 1 1 4 4 5 4 4 4 0 6 4 6 3 6 3 3 4 0 1
split_gain=5.90192e+11 4.52425e+12 1.04329e+13 2.86378e+13 2.29522e+13 1.86295e+13 3.42705e+13 3.31286e+13 3.48643e+13 3.11425e+13 2.60447e+13 3.55416e+13 6.74352e+13 6.24154e+13 5.31818e+13 3.42536e+13 6.62697e+13 5.31667e+13 3.4478e+13 5.50145e+13 9.98774e+13 3.10239e+13 3.9541e+13 5.58555e+13 3.32739e+13 3.32269e+13 3.5394e+13 4.35157e+13 3.64303e+13 4.91559e+13
threshold=9.5000000000000018 1.5000000000000002 44.878071950000013 43.010000000000012 45.305000000000007 6.0000000000000009 37.318079750000003 8.5000000000000018 3.5000000000000004 37.780517050000007 67.91500000000002 42.186961750000002 39.749243900000003 23.500000000000004 10.500000000000002 2.5000000000000004 21.500000000000004 17.500000000000004 12.500000000000002 44.685196900000008 66.990000000000023 14.500000000000002 75.605000000000004 1.5000000000000002 85.020000000000024 5.5000000000000009 12.500000000000002 21.500000000000004 44.601833250000006 39.873894000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 11 12 15 14 -14 18 17 -17 19 -11 -21 -12 23 -23 -24 -25 28 -28 29 -27
right_child=1 2 -4 4 5 -7 9 -9 -10 10 21 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 24 25 -26 26 27 -29 -30 -31
leaf_value=-40.86376813476793 -119.92341386898943 14081.210712189328 219.80664553964007 -22326.652508589072 47165.671937561041 1732.6874475057057 -12941.019807695768 -25100.837518601191 -88928.615000000005 -14509.842192769342 -3016.7664524729548 4751.7603026258766 -4473.9085357786635 117001.2072198276 -43988.550748313282 21840.193238601012 182356.77851562502 -99850.980832046131 1128.2460173291499 2803.326589355469 -232218.37272727271 195664.67994140624 -13112.727811549261 -16990.621765136719 10859.851838591119 107410.0275600734 -20758.474688634742 115644.59376395089 -6799.4760334071834 11071.11842134916
leaf_weight=1892492 1008013 1128 1140125 553 320 10222 3312 105 20 1478 6485 1990 506 29 1042 452 24 39 2020 40 33 20 832 140 1904 165 142 28 67 78
leaf_count=1892492 1008013 1128 1140125 553 320 10222 3312 105 20 1478 6485 1990 506 29 1042 452 24 39 2020 40 33 20 832 140 1904 165 142 28 67 78
internal_value=0 35.4531 168.941 -1579.2 -2130.44 -1775.8 -3461.84 23997.4 39160.1 -4048.58 -2366.96 -6744.32 -10784.1 -28349.3 -31072.3 -4004.75 20105.1 12174.3 -7481.82 -18695.4 -103439 1030.24 8804.19 31180.6 3569.94 25874.7 38377 1707.91 58485.9 76486.4
internal_weight=0 2.18131e+06 1.1733e+06 33174 32046 31493 21271 445 340 20826 17514 7653 5663 1577 1548 4086 515 491 3571 1551 73 9861 3376 640 2736 620 480 170 310 243
internal_count=4073804 2181312 1173299 33174 32046 31493 21271 445 340 20826 17514 7653 5663 1577 1548 4086 515 491 3571 1551 73 9861 3376 640 2736 620 480 170 310 243
is_linear=0
shrinkage=0.1


Tree=3128
num_leaves=31
num_cat=0
split_feature=6 4 4 6 2 0 1 1 5 7 1 5 1 2 5 3 5 6 1 2 4 1 0 5 2 0 2 5 6 2
split_gain=6.44289e+11 4.59975e+12 2.05755e+13 2.25405e+13 3.02581e+13 2.34769e+13 3.23368e+13 3.19798e+13 3.10572e+13 1.65436e+13 1.59822e+13 1.56235e+13 2.54957e+13 2.38922e+13 1.49978e+13 1.40279e+13 3.74772e+13 2.96122e+13 5.20108e+13 3.13313e+13 3.07554e+13 3.59203e+13 3.8705e+13 2.22028e+13 4.2736e+13 2.15552e+13 2.07983e+13 2.49011e+13 2.27283e+13 2.17144e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 104.01000000000001 915.50000000000011 59.882709350000006 40.965343750000009 30.362494150000003 3.5000000000000004 6.0000000000000009 39.735861600000007 3.5000000000000004 39.018051150000005 2828.5000000000005 6.5000000000000009 3.5000000000000004 5.5000000000000009 168.45000000000002 30.242318500000007 3930.5000000000005 8.5000000000000018 53.187400150000009 45.073441650000007 4.5000000000000009 2911.0000000000005 55.622114900000007 2200.0000000000005 4.5000000000000009 106.49500000000002 2691.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -7 11 12 -6 -13 15 16 26 -17 -19 20 23 22 -22 24 -20 -25 27 28 -5 -28
right_child=1 -3 3 14 5 7 -8 8 -10 -11 -12 13 -14 -15 -16 17 -18 18 19 -21 21 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=6.540752904082396 -871.00547240804667 -820.49120880706732 56149.257314311602 50070.482646484379 -39902.474151278409 43434.574121093756 -8581.2384571756793 143699.61374080883 -10973.028720238095 -28103.304036951551 -114674.24782196971 -167056.01726190478 73856.082714843753 -40320.195745251229 -61318.674425551471 9707.2938111259755 114130.24952603044 -169849.15271484375 31321.971071428576 -26584.654753883598 51148.257124023439 87522.787275654569 -41658.680852282647 77827.830750000008 206796.09375 -51034.561255787041 21620.646665917971 48375.187609011628 -41421.60858060397 -563.71759403105773
leaf_weight=3966508 32924 60239 69 30 110 48 879 34 21 99 33 21 24 51 34 7275 29 20 35 388 60 37 179 25 23 27 500 43 286 3753
leaf_count=3966508 32924 60239 69 30 110 48 879 34 21 99 33 21 24 51 34 7275 29 20 35 388 60 37 179 25 23 27 500 43 286 3753
internal_value=0 -241.798 499.004 3690.55 -8406.12 -11780.6 -17449.4 19594 84642.8 -4744 -50064.8 -39714.7 -19527.8 -77284.8 5009 5186.43 805.89 7705.96 -10631.2 -6517.01 13654.6 -4165.45 -18359.9 58366.7 100907 10918.5 93.3128 -23020.4 -32735.7 2044.37
internal_weight=0 107296 47057 14133 1389 1320 1118 202 55 147 239 206 134 72 12744 12710 4641 8069 794 774 386 276 239 110 58 52 4612 359 316 4253
internal_count=4073804 107296 47057 14133 1389 1320 1118 202 55 147 239 206 134 72 12744 12710 4641 8069 794 774 386 276 239 110 58 52 4612 359 316 4253
is_linear=0
shrinkage=0.1


Tree=3129
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 1 1 6 6 6 4 4 0 1 6 4 1 1 4 4 6 1 6 0 6 6 6 1 1 1
split_gain=6.28901e+11 7.86485e+12 2.55948e+13 6.88552e+13 2.64823e+13 2.59394e+13 2.47415e+13 2.42484e+13 2.16707e+13 3.74816e+13 2.1568e+13 1.94124e+13 1.74476e+13 3.60659e+13 3.13866e+13 3.50099e+13 2.42751e+13 4.0126e+13 8.69105e+13 8.61205e+13 4.13873e+13 3.27409e+13 2.67266e+13 2.49408e+13 2.23821e+13 2.45552e+13 2.19792e+13 2.26955e+13 6.97752e+13 2.17884e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 19.500000000000004 38.989878900000008 38.166910000000009 168.45000000000002 134.05000000000004 114.05000000000001 15.500000000000002 2.5000000000000004 45.125532050000011 39.004719500000007 52.610000000000007 4.5000000000000009 40.377616600000003 38.999037500000007 7.5000000000000009 7.5000000000000009 89.00500000000001 44.064675150000006 67.00500000000001 45.177967300000006 189.00000000000003 105.00500000000001 41.990000000000002 39.652459050000012 39.625203600000013 39.023883200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 -2 13 -7 -15 -16 17 19 29 23 26 22 -18 -14 25 -24 -20 28 -28 -19
right_child=1 -3 4 6 -6 12 -8 -9 -10 -11 -12 -13 16 14 15 -17 21 18 20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=99.552039961928386 -12921.341522484283 2.0172634011137327 -10839.089614054581 -312.31205048379582 14101.52678038056 20722.155266930251 -15732.655977939372 92275.320559210537 -50326.464573863639 102625.65108695652 -12711.681455404636 15843.724825060299 14657.968742422623 -3448.5475340193743 -2169.0739075549095 -26020.010344151971 -6523.4234733325075 -8906.0729248846237 2584.7276188786827 -11266.168951894862 68250.680883193607 5420.1700626559468 -27281.730217438431 -23231.966270933761 74253.915811011902 -139730.06203125001 27305.751490867762 -30917.581439799647 190042.88841145835 4938.5425584722252
leaf_weight=549049 251 3476901 3706 4387 939 514 1364 38 55 46 329 3593 2288 8439 1051 1485 4358 1613 480 4697 205 2090 669 188 21 20 1089 62 27 3850
leaf_count=549049 251 3476901 3706 4387 939 514 1364 38 55 46 329 3593 2288 8439 1051 1485 4358 1613 480 4697 205 2090 669 188 21 20 1089 62 27 3850
internal_value=0 -15.5072 -1288.77 3192.98 -2482.17 -2904.73 -3969.65 12745.9 12038.8 12851.8 11862.2 13965.5 -2017.6 -5167.6 -6380.11 -16135.4 -346.533 2005.85 7211.33 -3310.66 25862.7 -5111.44 -9454.58 11781 -27446.1 -30545.8 20621.8 27971.3 31242.9 850.795
internal_weight=0 3.52476e+06 47854 10063 37791 36852 5751 4312 4274 4219 4173 3844 33146 11489 10975 2536 21657 14499 7326 7173 1863 7158 5068 2476 710 689 1658 1178 1116 5463
internal_count=4073804 3524755 47854 10063 37791 36852 5751 4312 4274 4219 4173 3844 33146 11489 10975 2536 21657 14499 7326 7173 1863 7158 5068 2476 710 689 1658 1178 1116 5463
is_linear=0
shrinkage=0.1


Tree=3130
num_leaves=31
num_cat=0
split_feature=6 1 1 3 6 6 3 4 4 6 3 4 6 0 4 1 0 6 3 6 0 3 1 0 4 0 6 4 4 3
split_gain=6.10296e+11 7.52693e+12 1.53168e+13 2.69118e+13 3.67238e+13 5.16468e+13 5.12334e+13 4.61246e+13 4.0081e+13 3.03172e+13 6.53998e+13 3.71137e+13 6.09923e+13 4.3197e+13 2.89118e+13 2.85718e+13 3.58121e+13 5.59816e+13 3.01965e+13 2.82506e+13 5.84906e+13 3.90434e+13 2.69883e+13 5.15261e+13 2.58527e+13 6.33022e+13 4.38851e+13 7.17092e+13 6.54632e+13 4.20255e+13
threshold=110.01500000000001 37.957884500000006 38.965413050000002 3.5000000000000004 168.45000000000002 120.05000000000001 20.500000000000004 20.500000000000004 23.500000000000004 138.05000000000004 5.5000000000000009 12.500000000000002 130.05000000000004 45.07004340000001 23.500000000000004 38.958307950000012 45.067157700000003 247.90000000000001 8.5000000000000018 134.05000000000004 45.029425500000009 4.5000000000000009 38.91194105000001 55.759969450000007 17.500000000000004 55.554045200000012 118.04500000000002 23.500000000000004 23.500000000000004 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 -3 5 24 9 15 -8 10 19 12 13 -12 -9 16 -6 -18 -17 20 21 -7 23 -22 -5 26 27 29 -28 -26
right_child=1 2 -4 4 7 6 8 14 -10 -11 11 -13 -14 -15 -16 18 17 -19 -20 -21 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=5.2517043544599646 1458.0350687445002 4886.467188845726 -380.22756482491536 9367.1066660330198 -20517.554086421995 -75595.056597222225 182037.46484375 -86745.785937500012 -13561.919415838069 -12647.544159022211 181375.5079861111 -39508.336364274946 -63208.417761479599 19252.351753162202 8411.1213910914194 141982.41126453489 142721.45791666667 -3313.906110491072 29199.967325692807 -170269.0287760417 54688.711532738096 94466.770326967599 -165265.14620339914 -150990.24876077587 -95136.531703629036 -173779.35985576923 -27097.314825994319 -110314.45025712026 157650.83276654413 36176.32098238761
leaf_weight=4000160 18534 1406 50706 786 129 27 20 61 22 493 27 570 49 42 67 43 45 63 53 39 21 27 57 29 31 26 44 79 34 114
leaf_count=4000160 18534 1406 50706 786 129 27 20 61 22 493 27 570 49 42 67 43 45 63 53 39 21 27 57 29 31 26 44 79 34 114
internal_value=0 -285.26 -871.546 -6528.4 -11881.7 -16599.6 -29223.8 14082 79580.6 -32532.8 -43572.7 -28940.7 22106.1 82691.8 -36937.1 33693 15050.3 57534.2 79717.1 -93906.6 -75408.9 9435.86 -118228 -64605.1 -473.828 -24056.1 -11166 -33660.6 53433.9 8102.54
internal_weight=0 73644 55110 4404 2998 2537 1423 461 42 1381 888 688 118 69 128 333 237 108 96 200 161 54 107 50 1114 328 302 224 78 145
internal_count=4073804 73644 55110 4404 2998 2537 1423 461 42 1381 888 688 118 69 128 333 237 108 96 200 161 54 107 50 1114 328 302 224 78 145
is_linear=0
shrinkage=0.1


Tree=3131
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 1 3 1 4 4 5 6 4 3 4 4 1 3 1 6 3 1 6 4 1 0 1 5 1 4
split_gain=6.28588e+11 5.58504e+12 2.40642e+13 1.80997e+13 5.74999e+13 4.20233e+13 2.25042e+13 3.68218e+13 3.42225e+13 4.90144e+13 3.3734e+13 2.38475e+13 2.13175e+13 2.87448e+13 3.10822e+13 3.27354e+13 2.03075e+13 2.32243e+13 2.02788e+13 1.9436e+13 1.82691e+13 1.74269e+13 1.2091e+13 2.51066e+13 3.01168e+13 2.80106e+13 1.63047e+13 2.0886e+13 1.46217e+13 1.29808e+13
threshold=47.234875100000004 47.139841100000005 120.05000000000001 39.652459050000012 168.45000000000002 39.689978950000004 7.5000000000000009 39.735861600000007 6.5000000000000009 9.5000000000000018 4.5000000000000009 149.05000000000004 18.500000000000004 18.500000000000004 22.500000000000004 19.500000000000004 39.735861600000007 9.5000000000000018 39.723160900000003 134.05000000000004 3.5000000000000004 39.718675700000013 112.00500000000001 19.500000000000004 39.689978950000004 47.222459950000008 39.712886600000012 3.5000000000000004 39.718675700000013 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 22 4 19 -5 7 8 10 -10 -7 -9 16 14 15 -14 17 -8 20 -4 -11 -19 -3 24 29 -26 -27 -28 -25 -24
right_child=-2 2 3 5 -6 6 12 11 9 18 -12 -13 13 -15 -16 -17 -18 21 -20 -21 -22 -23 23 28 25 26 27 -29 -30 -31
leaf_value=-6.6924603864746706 -17.583853521762194 850.16283150030199 -41972.104537259613 114120.76977539062 -152741.79012500003 -79804.449121093756 -68240.923879076086 153383.58149157075 125009.08270931605 -30725.419254032262 42266.360228207239 29094.410877403847 21601.082358870968 -52758.025537109381 -32548.793120659728 164708.12541133998 -99000.172719254042 -15253.097930196127 -55136.629181985292 69088.062216796883 60718.769329339106 72007.832041807444 14001.554121767242 -126429.13809267241 102721.20974264707 65791.578314012091 -49433.402050781253 40443.486966463417 -31593.625464527031 -63035.252872629921
leaf_weight=613429 3393752 65477 26 48 25 56 46 38 53 31 38 26 31 32 27 33 31 60 34 40 74 37 29 29 34 31 70 41 37 89
leaf_count=613429 3393752 65477 26 48 25 56 46 38 53 31 38 26 31 32 27 33 31 60 34 40 74 37 29 29 34 31 70 41 37 89
internal_value=0 87.751 957.336 18351.3 -23585.7 23842.3 17144.6 34324.7 18981.2 43185.1 -30456.7 102891 -3101.2 28763.6 57430.6 95390.7 -25626.3 -9720.13 11986 25337.1 33721 18032 749.677 -17526.7 -5014.24 21192.6 1671.72 -16235.6 -73263.8 -44102.5
internal_weight=0 680052 66623 786 91 695 647 350 286 192 94 64 297 123 91 64 174 143 139 66 105 97 65837 360 294 176 142 111 66 118
internal_count=4073804 680052 66623 786 91 695 647 350 286 192 94 64 297 123 91 64 174 143 139 66 105 97 65837 360 294 176 142 111 66 118
is_linear=0
shrinkage=0.1


Tree=3132
num_leaves=31
num_cat=0
split_feature=2 5 4 3 6 3 5 0 6 2 1 6 6 6 5 1 4 4 3 6 6 3 5 6 6 6 6 4 6 6
split_gain=5.81904e+11 1.98817e+12 1.86395e+12 4.68497e+12 2.58722e+12 3.58681e+12 3.59087e+12 6.43935e+12 2.98832e+12 2.60635e+12 1.81452e+12 5.15839e+12 1.20784e+13 5.57911e+12 5.89933e+12 2.21913e+12 5.1532e+12 3.93192e+12 3.37887e+12 2.79829e+12 3.81958e+12 3.39425e+12 2.17796e+12 6.43191e+12 5.86735e+12 3.67372e+12 3.00964e+12 9.03325e+12 5.0716e+12 4.69863e+12
threshold=11703.500000000002 5.5000000000000009 16.500000000000004 10.500000000000002 168.45000000000002 7.5000000000000009 2.5000000000000004 43.051287600000009 189.00000000000003 13916.000000000002 41.966773150000002 99.050000000000011 88.00500000000001 78.605000000000004 3.5000000000000004 41.912736000000002 5.5000000000000009 9.5000000000000018 10.500000000000002 72.020000000000024 69.605000000000004 8.5000000000000018 4.5000000000000009 138.05000000000004 156.15000000000003 149.05000000000004 138.05000000000004 6.5000000000000009 142.05000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -6 11 12 13 15 -15 17 -17 19 -18 20 21 -2 24 -24 25 26 29 -28 -29 -12
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 22 -13 -14 14 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-2.2677289008373847 -1765.1817595768307 23781.180363175677 56636.029194335948 -10237.118323863637 33580.417414314514 -47638.018164062501 32588.204243607954 -49915.037175358957 -14992.020407196971 -12722.19375 990.9906723314316 -41224.017256433828 62059.111045258622 -63216.211290322586 2073.4506875000002 6411.9692088219426 -25000.891754760742 33381.229612165182 17662.506126767112 24816.920117187503 -39666.751141826928 38007.936212713066 35684.186716788157 -28129.218892045454 45097.622083333335 -36026.278848379632 74663.778409090912 25392.027795410158 -39618.212983630954 -17113.490743702856
leaf_weight=4059190 869 37 20 22 31 24 22 37 33 20 12600 34 29 31 25 124 160 35 21 41 26 22 56 22 30 27 22 28 21 145
leaf_count=4059190 869 37 20 22 31 24 22 37 33 20 12600 34 29 31 25 124 160 35 21 41 26 22 56 22 30 27 22 28 21 145
internal_value=0 629.884 571.12 21607.2 510.335 -11864.8 -5860.86 -17659.3 4040.07 15422.5 654.171 -2743.25 -1797.23 -3164.9 -34069 -1831.6 -9292.28 459.953 -20051 -742.808 -1885.61 -783.129 1025.89 17685.5 924.947 821.764 899.393 21430.9 -2469.5 785.016
internal_weight=0 14614 14577 42 14535 167 143 92 55 51 14368 1417 1383 1354 56 1298 305 993 181 958 917 891 12951 78 12873 12843 12816 71 49 12745
internal_count=4073804 14614 14577 42 14535 167 143 92 55 51 14368 1417 1383 1354 56 1298 305 993 181 958 917 891 12951 78 12873 12843 12816 71 49 12745
is_linear=0
shrinkage=0.1


Tree=3133
num_leaves=31
num_cat=0
split_feature=6 2 7 1 1 0 0 4 4 4 0 3 2 0 3 3 0 3 0 0 0 3 0 1 1 0 4 0 0 1
split_gain=5.78773e+11 1.30511e+12 2.41871e+12 1.36822e+12 7.52557e+12 4.45171e+12 4.11248e+12 6.47417e+12 4.10042e+12 9.04083e+12 3.9522e+12 1.43891e+13 1.65792e+13 7.62961e+12 3.75746e+12 6.37192e+12 1.66221e+13 1.92607e+13 1.28969e+13 1.03337e+13 1.20532e+13 6.43934e+12 1.85896e+13 9.85729e+12 1.59253e+13 8.86785e+12 7.99199e+12 6.41897e+12 5.38969e+12 6.1647e+12
threshold=247.90000000000001 13505.500000000002 6.0000000000000009 39.079932600000006 39.231261550000006 45.040161900000008 44.895258050000002 6.5000000000000009 22.500000000000004 18.500000000000004 59.950512650000007 5.5000000000000009 3338.0000000000005 59.905532300000012 20.500000000000004 10.500000000000002 45.047736150000013 8.5000000000000018 45.00849250000001 45.053967500000006 45.029425500000009 4.5000000000000009 45.085557650000005 37.600779750000008 37.401708450000008 55.579943700000008 15.500000000000002 55.791814000000009 56.067362750000008 39.008519500000006
decision_type=2 2 2 2 2 2 2 2 2 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 -6 13 12 -12 14 15 16 18 21 -8 20 -17 26 -23 24 -24 -25 28 -21 29 -18
right_child=1 2 -4 4 8 -7 10 -9 -10 -11 11 -13 -14 -15 -16 19 17 -19 -20 27 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0556587766305237 58522.579561121325 1896.6048691860467 43300.217726934527 -13701.826311383929 847.64514770650749 -75473.612656249999 895.89297318892045 -6411.0089957101009 44563.934207589286 -60872.363360595707 117041.00833333333 -26883.844611816407 3775.2688616071428 -52021.132378472226 -37654.734103260875 10395.527734375 -14336.834574854651 -58452.240060763892 -101418.59050641741 -7809.8819415283206 117536.5607142857 117754.211484375 -2238.2240951538088 27047.239347330731 108285.27457386366 -55128.294383081899 58469.558756510414 55529.326953125004 23995.047080669981 32083.212263257577
leaf_weight=4070611 34 43 21 28 2135 20 22 28 21 24 24 35 28 27 23 21 215 45 28 80 21 20 32 24 22 29 24 20 66 33
leaf_count=4070611 34 43 21 28 2135 20 22 28 21 24 24 35 28 27 23 21 215 45 28 80 21 20 32 24 22 29 24 20 66 33
internal_value=0 1345.81 15482.2 1056.67 -273.113 -39440.1 4344.97 29197.7 589.279 161.55 2508.41 22686.9 56051.8 173.934 2117.75 3420.84 -1376.68 4017.78 -56400.2 22340.6 63966 10063.3 29261 12720.2 42789.9 -17916.7 2849.91 4857.96 -1401.27 -8159.97
internal_weight=0 3193 64 3129 2228 48 901 62 2180 2159 839 87 52 752 725 702 560 510 50 142 42 465 127 107 54 53 338 100 314 248
internal_count=4073804 3193 64 3129 2228 48 901 62 2180 2159 839 87 52 752 725 702 560 510 50 142 42 465 127 107 54 53 338 100 314 248
is_linear=0
shrinkage=0.1


Tree=3134
num_leaves=31
num_cat=0
split_feature=4 2 6 4 6 0 3 1 1 1 6 6 3 6 5 6 0 0 7 6 6 0 0 6 1 1 1 6 1 0
split_gain=5.66687e+11 3.99231e+12 1.15288e+13 1.93251e+13 1.47322e+13 1.54574e+13 1.51915e+13 2.78902e+13 1.29156e+13 2.9115e+13 4.07682e+13 3.68675e+13 2.71606e+13 2.16263e+13 2.09938e+13 5.12744e+13 3.01146e+13 1.87997e+13 1.63247e+13 3.08386e+13 7.18317e+13 5.81091e+13 2.9839e+13 1.87362e+13 3.23536e+13 4.07695e+13 3.0506e+13 1.56185e+13 1.45148e+13 3.22209e+13
threshold=5.5000000000000009 36.000000000000007 28.980000000000004 3.5000000000000004 27.215000000000003 55.79439725000001 2.5000000000000004 37.600779750000008 37.702956500000006 37.71815560000001 52.610000000000007 56.205000000000005 3.5000000000000004 82.905000000000015 1.5000000000000002 41.285000000000004 55.79439725000001 55.81943720000001 6.0000000000000009 40.015000000000008 47.805000000000007 55.743464250000009 55.710673100000008 56.205000000000005 37.618684050000006 37.442254400000003 37.618684050000006 55.405000000000008 37.425454150000007 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 18 10 -10 27 13 -13 15 -11 -17 -16 28 22 21 -21 -20 26 25 -25 -22 -12 -4 -30
right_child=-2 -3 8 4 5 -7 7 -9 9 14 11 12 -14 -15 17 16 -18 -19 19 20 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-46332.494451678467 -23.321438118397932 85.714033323869316 -6187.7618377302852 7575.2127868652351 118654.93593750001 2200.0450609110171 110892.0197544643 -23881.025264246324 -3464.81320466342 -8984.3229286619371 -73417.022695312495 15070.171148255815 -86464.470734797302 -94096.710461956522 -641.76463741501641 -162481.37729779413 -38369.066134510875 41685.07294560186 -21813.559554993873 -8591.8428664434523 -24345.171199544275 221486.11528532609 -138010.75911458334 3556.5931929976855 76231.434122242659 -163580.03500000003 -162425.79154459637 -190960.05503211392 -21086.390154789333 2969.2121433700972
leaf_weight=54 2928705 1123208 2791 506 36 59 28 34 292 1524 20 86 74 23 3697 34 46 108 51 21 48 23 39 54 34 20 24 26 585 11554
leaf_count=54 2928705 1123208 2791 506 36 59 28 34 292 1524 20 86 74 23 3697 34 46 108 51 21 48 23 39 54 34 20 24 26 585 11554
internal_value=0 59.6469 -1277.83 11193.2 15878.5 42639.5 66985.7 36984.2 -1700.13 -5659.98 -28237.2 -59824.7 -39708 -7965.04 -3485.31 -13080.7 -91116.8 559.628 -159.73 -22724.9 -2860.32 111676 -72165.7 -30858.1 -4515.52 -41615.5 -70372 -139854 314.849 1809.93
internal_weight=0 1.1451e+06 21891 717 663 157 98 62 21174 5930 521 229 183 109 5409 1604 80 3805 15244 314 224 44 90 180 108 74 72 46 14930 12139
internal_count=4073804 1145099 21891 717 663 157 98 62 21174 5930 521 229 183 109 5409 1604 80 3805 15244 314 224 44 90 180 108 74 72 46 14930 12139
is_linear=0
shrinkage=0.1


Tree=3135
num_leaves=31
num_cat=0
split_feature=4 5 6 7 4 0 0 6 1 6 2 0 0 1 1 0 1 1 1 0 6 1 0 6 3 0 6 3 0 0
split_gain=6.10257e+11 4.06596e+12 2.813e+13 3.90515e+13 3.62947e+13 3.72734e+13 3.59814e+13 6.78818e+13 4.29123e+13 3.66432e+13 3.60458e+13 5.48979e+13 3.4057e+13 2.99789e+13 6.62355e+13 1.63976e+14 5.98031e+13 2.8151e+13 4.07961e+13 3.57623e+13 3.39633e+13 3.14569e+13 2.69589e+13 2.55515e+13 2.50553e+13 2.82882e+13 2.82192e+13 2.471e+13 2.4512e+13 2.4293e+13
threshold=9.5000000000000018 3.5000000000000004 93.050000000000011 6.0000000000000009 19.500000000000004 43.687280500000007 55.897267000000006 66.990000000000023 37.318079750000003 51.015000000000008 3338.0000000000005 60.002985000000002 43.6005307 37.488790500000007 37.442254400000003 55.595177750000005 37.729575300000008 82.948524700000021 82.860505900000007 54.916864950000011 92.02500000000002 61.273924650000005 56.041614100000011 99.050000000000011 5.5000000000000009 55.649510000000014 82.00500000000001 4.5000000000000009 55.029726000000004 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 8 9 -6 -8 11 -9 -3 14 -5 -16 24 18 21 -19 -20 -7 28 -4 25 -15 -26 -21 -18 -24
right_child=1 2 23 13 6 17 7 10 -10 -11 -12 -13 -14 16 15 -17 22 19 20 27 -22 -23 29 -25 26 -27 -28 -29 -30 -31
leaf_value=-41.55258009348475 54.883279830514965 16968.697848056891 9459.2936743363607 13986.623578772385 -125402.92493990385 -12479.159930140393 27789.793177964952 212524.70410571812 10648.482529342509 -119673.13210227274 23063.173506804436 14713.3784375 129807.71345766129 -33253.625284090915 -4893.098211960566 314652.66682692314 799.26323616027832 -21187.079006053304 -27635.448518047371 -8156.8217836308968 -98071.316722705698 5466.8848742519076 -30708.772622439988 -119.6754424849513 75203.006324259433 -188732.10657031252 -49664.234957210167 11246.414610254962 29379.666696280423 10108.862690384478
leaf_weight=1892492 2140583 195 3181 712 26 6515 72 47 214 22 31 20 31 22 42 26 640 705 513 1047 79 1149 317 22352 21 25 131 1759 565 270
leaf_count=1892492 2140583 195 3181 712 26 6515 72 47 214 22 31 20 31 22 42 26 640 705 513 1047 79 1149 317 22352 21 25 131 1759 565 270
internal_value=0 36.0508 -953.725 -4360.31 -6754.31 -7780.09 21722.8 53989.3 -4090.42 -6722.81 112223 153477 32446.6 6374.25 22992.2 117286 -136.053 -8552.69 -11742.4 -1052.3 -37034.8 -9788.66 5639.37 1073.71 -52143.9 -115955 -32412.8 4006.5 14200 -11934.1
internal_weight=0 2.18131e+06 40729 15196 12425 11993 432 192 240 94 98 67 226 2771 780 68 1991 11767 8256 3511 592 7664 1792 25533 199 47 152 2806 1205 587
internal_count=4073804 2181312 40729 15196 12425 11993 432 192 240 94 98 67 226 2771 780 68 1991 11767 8256 3511 592 7664 1792 25533 199 47 152 2806 1205 587
is_linear=0
shrinkage=0.1


Tree=3136
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 6 5 1 0 1 3 7 0 5 6 3 2 0 6 5 0 1 1 1 0 6 3 5 7 6
split_gain=6.08789e+11 1.18528e+13 4.57156e+13 3.32573e+13 5.7351e+13 3.50888e+13 3.84549e+13 3.543e+13 4.30531e+13 3.13192e+13 3.52132e+13 2.94214e+13 5.19284e+13 2.87034e+13 3.36537e+13 2.86837e+13 2.61503e+13 5.00987e+13 7.08791e+13 1.14582e+14 1.03411e+14 6.10088e+13 4.99897e+13 7.21975e+13 8.53039e+13 4.97182e+13 4.79727e+13 4.51778e+13 4.20179e+13 3.84782e+13
threshold=13.500000000000002 14.500000000000002 30.277905650000005 59.91832440000001 59.856552950000008 91.02500000000002 1.5000000000000002 30.303340300000002 59.963561900000009 30.472130500000002 1.5000000000000002 6.0000000000000009 60.064438250000002 2.5000000000000004 98.020000000000024 9.5000000000000018 75.000000000000014 55.579943700000008 49.010000000000012 2.5000000000000004 55.60524465000001 37.563506350000004 37.442254400000003 37.71815560000001 55.749683450000006 37.705000000000005 10.500000000000002 1.5000000000000002 6.0000000000000009 36.605000000000011
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 11 4 15 7 -7 8 -5 10 -6 -2 -13 14 -8 -4 17 21 25 22 -21 -17 -20 24 27 29 -26 -24 -29 -19
right_child=1 -3 3 5 9 6 13 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 19 20 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=26.791209554388775 2225.4952012532553 33.350143184239926 -2628.2829890411349 -103381.827874201 -72171.902041015623 -89449.676278409097 100265.88711856618 -9004.9608371914273 3005.3114596694268 -6873.4376589652093 22694.266697919116 14427.497549950953 74914.99235962682 8323.0594529349164 421.83980189732148 -3447.2568422255172 -437.38643740756737 6588.5586675412924 6754.0379187668004 154928.78509615385 -10884.709826740998 -71422.636380252326 -22503.295416666668 8487.2283816162708 -18701.794636595718 -10063.067452614059 49250.58645477028 74973.18417288558 144014.80359586485 56833.592260388359
leaf_weight=2752001 1950 1214233 61089 88 40 33 85 6349 67 535 1794 1322 159 411 56 1224 26472 578 465 39 1057 148 30 409 127 1907 571 201 157 207
leaf_count=2752001 1950 1214233 61089 88 40 33 85 6349 67 535 1794 1322 159 411 56 1224 26472 578 465 39 1057 148 30 409 127 1907 571 201 157 207
internal_value=0 -55.7795 -1061.86 -1436.05 -953.066 -8048.18 15410.5 -10158.2 -57395.1 14415.1 20625.2 10295.6 20921.4 21679.3 60611.5 -1337.59 1009.61 6389.5 10487.7 20909.9 -4984.41 -10779.9 35389.6 44296.4 57782.5 -1343.81 36886.8 95373.3 105251 19837.9
internal_weight=0 1.3218e+06 107570 104139 97050 7089 585 6504 155 2369 1834 3431 1481 552 141 94681 33592 7120 5748 3056 1096 1372 1960 1495 1086 2692 698 388 358 785
internal_count=4073804 1321803 107570 104139 97050 7089 585 6504 155 2369 1834 3431 1481 552 141 94681 33592 7120 5748 3056 1096 1372 1960 1495 1086 2692 698 388 358 785
is_linear=0
shrinkage=0.1


Tree=3137
num_leaves=31
num_cat=0
split_feature=4 3 0 6 0 5 6 1 6 7 0 4 3 1 6 4 1 0 2 1 6 1 0 0 0 0 6 0 1 0
split_gain=6.47154e+11 4.6766e+12 1.58035e+13 2.62711e+13 4.53938e+13 5.88358e+13 2.85955e+13 2.48354e+13 2.5757e+13 2.44945e+13 2.4363e+13 2.89392e+13 4.38302e+13 3.95383e+13 4.87675e+13 2.43887e+13 2.18394e+13 3.81175e+13 2.65864e+13 2.288e+13 2.40011e+13 2.18033e+13 6.52011e+13 6.65774e+13 4.14893e+13 2.39639e+13 1.89958e+13 2.19548e+13 1.8781e+13 2.45457e+13
threshold=19.500000000000004 15.500000000000002 56.288960650000007 112.00500000000001 56.782540950000005 3.5000000000000004 114.05000000000001 37.543519500000009 80.720000000000013 6.0000000000000009 55.462387050000011 16.500000000000004 16.500000000000004 37.374856000000008 76.605000000000004 17.500000000000004 37.318079750000003 55.649510000000014 75.000000000000014 37.234509300000006 69.605000000000004 37.488790500000007 55.759969450000007 55.622114900000007 55.866549750000011 55.988910100000005 64.805000000000021 55.840017500000009 37.563506350000004 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 28 10 -3 13 -13 14 -12 -14 19 -18 -19 -17 -21 25 23 -23 -24 -11 -15 -28 29 -9
right_child=-2 2 3 4 6 -7 -8 8 -10 21 11 12 15 26 -16 16 17 18 -20 20 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=31.352378101130252 -109.77738294185934 853.55533857541639 1359.2733343305927 213075.95184151788 108510.60186304554 14584.191552734375 4964.2980570230138 42975.776286269276 -7130.0515945664174 9147.3302277550883 -23797.136685616701 1277.5985433914025 -14629.036627271487 -42334.862726537358 135302.43531249999 -20529.113583431605 41234.908733675373 -73253.701391267125 -15681.087114038361 -73526.128391077902 -191482.33750000002 -35563.902091649637 169779.99832589287 -227189.94722656251 10984.682422517477 -33152.835589304959 -60027.425213068178 -166376.16897135417 -171.888137780102 -7266.3834923377408
leaf_weight=3522086 474465 1356 15844 28 29 32 332 229 5649 1754 84 1481 1398 233 25 53 67 146 178 69 23 194 21 20 76 145 55 30 47533 169
leaf_count=3522086 474465 1356 15844 28 29 32 332 229 5649 1754 84 1481 1398 233 25 53 67 146 178 69 23 194 21 20 76 145 55 30 47533 169
internal_value=0 14.4709 -755.184 2014.39 26669.3 107214 13282.4 -1493.81 -743.46 -6920.86 -10670.3 -14737.5 -11668.6 -39281.5 12693.6 -21582.4 -39718.2 -27425.9 -41624.3 -72865.1 -103015 1897.86 -22646.2 -53472.9 45363 5917.46 -57096.9 -97562.3 9.24402 21641.8
internal_weight=0 3.59934e+06 77253 16265 421 60 361 60988 53580 7408 5198 3842 3415 427 109 1934 536 391 324 145 92 2210 311 214 97 1899 318 85 47931 398
internal_count=4073804 3599339 77253 16265 421 60 361 60988 53580 7408 5198 3842 3415 427 109 1934 536 391 324 145 92 2210 311 214 97 1899 318 85 47931 398
is_linear=0
shrinkage=0.1


Tree=3138
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 6 1 0 1 0 7 6 3 1 6 6 1 6 6 4 1 0 7 6 6 0 1 7 6 0
split_gain=6.59823e+11 4.02661e+12 4.23e+12 1.8464e+13 3.98081e+13 2.63789e+13 2.1313e+13 4.52653e+13 9.88359e+13 3.27509e+13 3.12126e+13 2.98286e+13 2.8194e+13 2.31492e+13 2.25174e+13 2.03333e+13 1.72507e+13 1.6511e+13 1.62485e+13 5.03976e+13 2.38256e+13 6.80651e+13 5.31103e+13 2.22725e+13 1.97225e+13 4.81201e+13 2.99055e+13 4.4587e+13 2.70148e+13 4.39087e+13
threshold=9.5000000000000018 63.565651350000003 60.01610465000001 11.500000000000002 63.728898350000001 130.05000000000004 30.438492500000006 60.042359000000012 30.452677500000004 60.028671700000011 6.0000000000000009 63.005000000000003 2.5000000000000004 30.452677500000004 31.995000000000001 63.415000000000006 50.815483650000004 86.920000000000016 58.005000000000003 12.500000000000002 30.370944000000005 60.05226170000001 6.0000000000000009 87.395000000000024 71.030000000000015 60.028671700000011 30.226173900000003 6.0000000000000009 77.010000000000005 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 8 10 -10 11 -8 -11 14 -9 -14 -15 -16 -5 24 -21 22 -22 -23 -20 -26 27 -27 -28 -30
right_child=1 -3 3 6 -6 -7 7 13 9 12 -12 -13 15 16 17 -17 -18 -19 19 20 21 23 -24 -25 25 26 28 -29 29 -31
leaf_value=-43.207134830600772 60.173169111244128 5410.2729893955984 -10499.365059252108 -565.79444219102459 27030.551180320119 74327.040107685825 -17500.585185466389 -29166.47088825034 -11534.484073893231 41364.190062916852 -62384.360472354376 -55906.84231196477 9868.3744458802885 -5858.7246385342887 13739.114504447753 -21740.240133617284 4054.467076955028 -62309.7151426118 28771.071393933773 124.18992909160434 45334.439966036756 -7057.2276334594426 -76805.057799650502 -85346.035659179688 -37139.944806985295 159740.53125 -16952.009236811668 -17225.808121744791 52234.908283708479 -5771.9718465169281
leaf_weight=1892492 2105861 1394 3992 38454 318 37 910 139 1623 229 296 260 950 5035 1835 259 2695 29 939 14040 564 397 38 40 187 35 206 24 286 240
leaf_count=1892492 2105861 1394 3992 38454 318 37 910 139 1623 229 296 260 950 5035 1835 259 2695 29 939 14040 564 397 38 40 187 35 206 24 286 240
internal_value=0 37.4862 34.0505 -708.766 -7031.9 -9720.37 -314.466 -3762.46 -12023.6 -1798.05 -33374.5 -26035.3 9190.98 79.9614 9660.59 3096.97 -2402.57 12556 572.249 3147.11 1205.52 15817.6 37624.6 -14223.3 18419.5 8480.7 19265.9 87754.2 13745.6 25767.9
internal_weight=0 2.18131e+06 2.17992e+06 74057 4347 4029 69710 14260 4527 3061 1466 1170 1438 9733 2003 1209 7730 1864 55450 16996 15079 1039 602 437 1917 978 791 59 732 526
internal_count=4073804 2181312 2179918 74057 4347 4029 69710 14260 4527 3061 1466 1170 1438 9733 2003 1209 7730 1864 55450 16996 15079 1039 602 437 1917 978 791 59 732 526
is_linear=0
shrinkage=0.1


Tree=3139
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 6 4 1 0 0 0 7 5 4 0 6 1 6 6 4 7 0 1 6 6 0 1 6 7
split_gain=6.05115e+11 1.28109e+13 3.94322e+13 2.32719e+13 2.27332e+13 2.26307e+13 3.14234e+13 1.85158e+13 3.40507e+13 2.36918e+13 2.17711e+13 1.08914e+14 8.06505e+13 8.95584e+13 7.25796e+13 7.39566e+13 8.63264e+13 6.89606e+13 5.78452e+13 5.41586e+13 4.63259e+13 4.38469e+13 4.34476e+13 5.9149e+13 6.02619e+13 4.44735e+13 4.29705e+13 3.79007e+13 3.57713e+13 3.49102e+13
threshold=49.230435000000007 49.111590500000005 55.554045200000012 55.910578700000009 25.305000000000003 1.5000000000000002 138.05000000000004 23.500000000000004 49.195555600000006 55.768246800000007 55.791814000000009 55.801384500000005 6.0000000000000009 3.5000000000000004 9.5000000000000018 55.79439725000001 110.01500000000001 49.195555600000006 61.025000000000006 104.01000000000001 6.5000000000000009 6.0000000000000009 55.743464250000009 49.176406850000006 104.01000000000001 80.030000000000015 55.812023600000011 49.176406850000006 73.41500000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 12 14 22 -14 20 19 17 18 -17 27 21 -12 23 25 -25 -7 28 29 -13 -16
right_child=-2 2 3 -5 5 7 -8 8 9 -11 11 26 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.0162359026873613 -46.227584962449299 -38207.827385206605 -12323.759554160384 -44795.24177246094 7502.6087625248911 3677.9916055083518 122174.47727864583 5291.4551273529469 62868.387624170449 7595.5090930451133 5062.6023361771195 -5624.3959788522807 -9335.9421835150897 94992.375896554964 -25164.240398437501 38642.634151152924 -93704.891688829797 -10465.359598214287 84109.531239730117 167081.81667258524 -30578.456276623227 124266.80251464844 287.16334241978046 18552.035755364617 100176.52691156916 -45332.162561184756 2093.0209018834153 -3512.6825647724213 -31834.327595393857 31609.684420275895
leaf_weight=2339440 1670495 250 1141 108 5558 2004 24 2723 186 133 864 2775 9504 83 125 948 47 203 397 22 431 32 18407 2394 94 204 12688 1072 641 811
leaf_count=2339440 1670495 250 1141 108 5558 2004 24 2723 186 133 864 2775 9504 83 125 948 47 203 397 22 431 32 18407 2394 94 204 12688 1072 641 811
internal_value=0 32.1319 1429.45 1585.21 1664.08 1919.97 7995.64 1322.76 8912.67 39823.6 893.179 3400.94 -722.102 -8432.71 16370.7 23695.5 39809.5 43863.2 52063 11034.5 -3638.8 9319.9 2477.55 11063.3 21635.9 -850.12 -587.261 9324.86 -10542.6 24027.7
internal_weight=0 2.40331e+06 63869 63619 63511 62370 5582 56788 3042 319 53746 21056 32690 9587 4952 3625 1595 1548 1345 2030 1327 896 23103 4696 2488 2208 16104 2008 3416 936
internal_count=4073804 2403309 63869 63619 63511 62370 5582 56788 3042 319 53746 21056 32690 9587 4952 3625 1595 1548 1345 2030 1327 896 23103 4696 2488 2208 16104 2008 3416 936
is_linear=0
shrinkage=0.1


Tree=3140
num_leaves=31
num_cat=0
split_feature=6 2 0 1 6 4 1 3 1 6 1 1 6 1 6 3 0 4 4 6 4 0 0 4 6 4 6 1 6 0
split_gain=6.17154e+11 4.47646e+12 1.02687e+13 2.86275e+13 1.7786e+13 1.55382e+13 4.27753e+13 2.72061e+13 4.26415e+13 4.66756e+13 4.37222e+13 3.34712e+13 2.8078e+13 5.24744e+13 2.58789e+13 8.56944e+13 6.45222e+13 1.07542e+14 3.00717e+13 5.27171e+13 5.2626e+13 4.51266e+13 3.08247e+13 5.05383e+13 3.42814e+13 3.12047e+13 2.75503e+13 5.98443e+13 4.14551e+13 5.7399e+13
threshold=87.395000000000024 3999.0000000000005 44.249882500000005 45.71452080000001 189.00000000000003 6.5000000000000009 45.126607350000008 2.5000000000000004 39.689978950000004 94.02500000000002 42.186961750000002 39.703507450000011 90.045000000000016 39.908802000000009 88.825000000000003 3.5000000000000004 43.6005307 17.500000000000004 9.5000000000000018 156.15000000000003 7.5000000000000009 44.046956350000009 43.550475500000012 7.5000000000000009 94.02500000000002 8.5000000000000018 108.05000000000001 39.703507450000011 130.05000000000004 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 12 -9 10 -10 -11 13 -2 15 -7 17 -17 19 22 -21 -20 23 -16 -25 -26 27 -24 29 -28
right_child=1 -3 -4 4 -6 6 -8 8 9 11 -12 -13 -14 -15 18 16 -18 -19 21 20 -22 -23 26 24 25 -27 28 -29 -30 -31
leaf_value=9.7577656381085873 121533.0430840164 445.57333584332486 -623.213511845428 -76107.826763237856 9978.3296061197925 -119523.08274456521 68803.74205427499 42851.510852674503 -91414.179439030646 -118562.71574519231 -8914.8377135195969 -3690.1572549946613 4774.6871694993606 -6663.4735745102626 -114372.58281250001 267029.01328125002 -18948.708422851563 -2951.6559375000002 1685.0912195023113 220127.52787500003 37674.770601707285 -68186.219750724878 -109774.00153391769 103097.66169181035 -103154.84509698277 44847.891406250004 153981.25833391462 17081.31445605469 -17978.870431170886 37249.799282226559
leaf_weight=3832905 61 81864 153066 72 36 23 116 137 141 26 118 1039 1032 67 47 36 32 25 1964 25 43 97 41 29 29 28 56 400 79 170
leaf_count=3832905 61 81864 153066 72 36 23 116 137 141 26 118 1039 1032 67 47 36 32 25 1964 25 43 97 41 29 29 28 56 400 79 170
internal_value=0 -155.254 -464.533 3604.59 -47412.4 4544.68 9175.68 -1180.03 -10258.3 -15753.8 -53827.6 -6494.56 10253.9 54430.2 6961.58 53309.2 96052.6 156381 5174.24 19924.7 104753 -1603.37 13362.3 -30988.2 14582.4 -30451.7 21269.3 5287.51 44377.3 66174.4
internal_weight=0 240899 159035 5969 108 5861 3240 2621 1461 1324 259 1065 1160 128 3124 116 93 61 3008 947 68 2061 879 133 86 57 746 441 305 226
internal_count=4073804 240899 159035 5969 108 5861 3240 2621 1461 1324 259 1065 1160 128 3124 116 93 61 3008 947 68 2061 879 133 86 57 746 441 305 226
is_linear=0
shrinkage=0.1


Tree=3141
num_leaves=31
num_cat=0
split_feature=1 1 0 3 4 6 5 4 0 3 6 4 5 6 0 0 4 4 6 7 0 0 6 3 6 0 6 3 6 6
split_gain=6.43995e+11 9.65772e+12 1.85231e+13 1.60916e+13 1.44632e+13 2.04073e+13 3.75476e+13 2.98257e+13 1.66652e+13 1.51335e+13 1.3226e+13 4.22235e+13 3.71384e+13 1.29559e+13 1.20312e+13 2.29447e+13 2.02019e+13 1.68365e+13 2.0073e+13 1.99767e+13 1.18318e+13 1.18077e+13 1.15434e+13 3.25366e+13 4.48445e+13 4.20916e+13 2.86359e+13 1.52374e+13 1.52261e+13 1.48807e+13
threshold=37.804148700000006 37.843405600000004 45.055912800000009 1.5000000000000002 15.500000000000002 81.02500000000002 3.5000000000000004 13.500000000000002 55.390026600000006 9.5000000000000018 104.01000000000001 22.500000000000004 3.5000000000000004 78.605000000000004 55.721784200000009 55.743464250000009 5.5000000000000009 12.500000000000002 50.795000000000009 6.0000000000000009 55.783232450000007 56.638205000000006 90.045000000000016 11.500000000000002 96.050000000000011 55.922096200000006 79.015000000000015 6.5000000000000009 52.990000000000002 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 -2 14 5 13 7 8 -7 -10 12 -12 22 21 17 -16 20 -4 -19 -20 -17 -5 26 24 -24 -25 28 -28 -6 -30
right_child=1 -3 3 4 10 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=69.470457902767563 -45110.587565748763 -9.5979681472405201 12096.722734723773 -1707.7883803374787 -3633.1374961685542 -11424.030841884329 -28611.273647147365 158262.0666796875 36401.516806999658 124543.72017045454 -114687.24150617734 37017.294425964355 125060.70186011906 -42292.011270751958 -40609.942845479003 -65829.582490808825 17430.766109875094 -15688.244335937501 171788.86207386365 33699.363359375006 -5006.309519174325 -65608.460466056044 -148743.13524925595 103228.08623215248 7033.8913470643938 -75804.137469482419 79620.835669921886 13408.371528919955 -35158.746527729767 -11474.771308598754
leaf_weight=1005148 101 3051869 616 10108 2141 67 109 20 170 22 43 32 21 80 122 34 620 20 22 20 539 29 42 29 33 24 50 114 339 1220
leaf_count=1005148 101 3051869 616 10108 2141 67 109 20 170 22 43 32 21 80 122 34 620 20 22 20 539 29 42 29 33 24 50 114 339 1220
internal_value=0 -22.7553 -2414.75 -2156.31 -3300.03 -1352.09 21158.3 40602.3 31516.6 46501.1 -8353.35 -49960 -7575.75 -2206.94 6275.57 696.62 4920.76 17096.1 66767.4 106032 -8615.37 -1890.6 -8273.49 -37818.6 -80201.2 22156.9 -7294.77 33595.1 -9107.18 -16624.8
internal_weight=0 3.06866e+06 16787 16686 14693 10605 388 279 259 192 4088 75 4013 10217 1993 1315 1193 678 62 42 573 10137 3992 128 75 53 3864 164 3700 1559
internal_count=4073804 3068656 16787 16686 14693 10605 388 279 259 192 4088 75 4013 10217 1993 1315 1193 678 62 42 573 10137 3992 128 75 53 3864 164 3700 1559
is_linear=0
shrinkage=0.1


Tree=3142
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 6 6 1 1 1 1 1 1 6 6 4 5 4 7 7 5 2 6 6 6 0 1 0 1 1
split_gain=6.42171e+11 5.28056e+12 1.30272e+13 7.90848e+12 1.56177e+13 1.46948e+13 1.37825e+13 1.03486e+13 1.03196e+13 7.64383e+12 7.51666e+12 1.36684e+13 9.20046e+12 6.17249e+12 1.47015e+13 8.59494e+12 8.09994e+12 6.62278e+12 7.34404e+12 6.30486e+12 5.81906e+12 1.72045e+13 3.13666e+13 4.02591e+13 3.66428e+13 3.95073e+13 2.83371e+13 7.24989e+13 6.86349e+13 2.63078e+13
threshold=451.00000000000006 56.385857200000011 38.247071200000008 56.685611200000004 37.401708450000008 59.505000000000003 52.330000000000005 37.46219940000001 37.234509300000006 37.804148700000006 37.401708450000008 37.649344350000007 37.873748150000004 120.05000000000001 94.02500000000002 13.500000000000002 3.5000000000000004 9.5000000000000018 6.0000000000000009 6.0000000000000009 3.5000000000000004 75.000000000000014 80.030000000000015 81.02500000000002 77.010000000000005 55.667390500000003 37.543519500000009 55.783232450000007 37.682335600000009 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 7 9 -3 13 -6 -7 -12 -13 14 15 16 17 18 -5 -17 -1 22 24 -24 29 -26 -27 28 -28 -22
right_child=-2 2 -4 4 6 10 -8 -9 -10 -11 11 12 -14 -15 -16 19 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=73.378749456303481 -17.729861208275462 -15505.031091478433 18127.426573866695 6231.1529497171377 -9449.9145655843477 -51442.256312391495 -42295.028880470119 -60.261643392997875 74230.194326636905 46914.270136176216 15794.112107004703 -84794.361718750006 -21189.97860529324 -42041.720886651405 63636.242280392536 -22570.933711465375 -53035.46012228261 29258.419043782553 -32493.762731694238 26159.212563004035 -23291.670928127864 5279.2086861065618 94917.188671875003 807.10207386314562 6855.4786588541674 -173174.22158203126 -238900.06934267242 50070.16698069853 -1517.5530738467262 11000.665619750012
leaf_weight=659448 3396489 575 276 1232 221 72 143 1767 21 27 103 24 434 29 41 185 23 120 51 31 546 7501 46 3844 60 32 29 34 21 379
leaf_count=659448 3396489 575 276 1232 221 72 143 1767 21 27 103 24 434 29 41 185 23 120 51 31 546 7501 46 3844 60 32 29 34 21 379
internal_value=0 88.9088 -3033 -4178.38 482.524 -7506.03 -17570.2 -3852.21 4555.58 -3313.49 -21024.6 -17120.7 -24523 3700.92 4489.12 3012.24 5828.05 6793.02 4691.81 -15577.3 113.882 2252.02 -2297.56 1919.97 -17198.8 -59021.8 -93096.2 -62590.3 -139199 -9241.08
internal_weight=0 677315 5375 5099 2124 2975 391 2342 1733 248 633 561 458 1712 1683 1642 1426 1403 1283 216 671940 12492 4991 3890 1101 176 116 84 50 925
internal_count=4073804 677315 5375 5099 2124 2975 391 2342 1733 248 633 561 458 1712 1683 1642 1426 1403 1283 216 671940 12492 4991 3890 1101 176 116 84 50 925
is_linear=0
shrinkage=0.1


Tree=3143
num_leaves=31
num_cat=0
split_feature=6 1 6 3 0 0 1 3 4 4 0 1 1 0 4 0 4 0 0 3 1 0 5 3 3 3 0 4 1 0
split_gain=6.63775e+11 4.69844e+12 1.17302e+13 2.51511e+13 2.6314e+13 2.16109e+13 3.29191e+13 3.22915e+13 5.2674e+13 2.97136e+13 3.2892e+13 2.38912e+13 2.24046e+13 5.68405e+13 2.82178e+13 2.83699e+13 3.13259e+13 1.91868e+13 2.34491e+13 2.21641e+13 1.90877e+13 2.18352e+13 1.66523e+13 2.18091e+13 3.83071e+13 1.61951e+13 1.79462e+13 1.59999e+13 1.53317e+13 2.59832e+13
threshold=102.04000000000001 30.362494150000003 108.05000000000001 21.500000000000004 59.990753350000013 59.856552950000008 30.084656550000002 4.5000000000000009 6.5000000000000009 7.5000000000000009 54.707511300000007 30.323041000000003 30.315889700000003 59.825842200000004 4.5000000000000009 54.724612400000005 3.5000000000000004 60.05226170000001 60.028671700000011 16.500000000000004 20.507515800000004 57.719618750000002 3.5000000000000004 13.500000000000002 17.500000000000004 6.5000000000000009 60.002985000000002 10.500000000000002 30.315889700000003 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 12 -9 -10 -11 -12 13 14 15 -2 -17 18 19 28 -16 -22 23 -20 -25 26 -7 -15 29 -8
right_child=1 -3 -4 4 -6 6 17 8 9 10 11 -13 -14 27 20 16 -18 -19 22 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.6389306010655069 -46495.660308689025 -0.068699730038086826 -223.70960900065529 147566.13738281251 15388.97488973649 -177774.24203125003 -30595.109138499149 149563.5537109375 -76305.983068847665 132570.16171874999 2121.0659871253188 76167.813185436331 -79591.963374660336 149292.41450000001 -18954.311301731421 -18398.987931034484 120411.90844594594 46719.198257606913 -6673.8080500422293 31644.580583817835 -132362.40018601189 -25416.1915625 -90260.685896963449 -151008.22679924243 6527.6538793103455 -5639.5712364783658 -63529.720543323871 37248.917908653842 -22463.98113776042 3245.4113195929731
leaf_weight=3966508 41 94328 9530 20 61 20 294 32 32 26 245 53 46 25 111 29 37 57 148 129 42 35 53 33 29 26 44 26 750 994
leaf_count=3966508 41 94328 9530 20 61 20 294 32 32 26 245 53 46 25 111 29 37 57 148 129 42 35 53 33 29 26 44 26 750 994
internal_value=0 -245.427 -2030.14 -7037.5 48025.3 -8366.1 -12780.3 6217.7 26669.1 15622.4 24701.8 15290.5 -14025 -5308.05 -22160.6 18835 59419.2 -10630.2 -11975.5 -8553.23 -45493.2 -83750.5 -40173 -27531.9 -77322.1 -72193.6 -99231.1 92172.2 -11097.6 -4479.06
internal_weight=0 107296 12968 3438 81 3357 2577 780 388 356 324 298 392 346 295 107 66 2487 2430 2167 188 77 263 210 62 90 64 51 2038 1288
internal_count=4073804 107296 12968 3438 81 3357 2577 780 388 356 324 298 392 346 295 107 66 2487 2430 2167 188 77 263 210 62 90 64 51 2038 1288
is_linear=0
shrinkage=0.1


Tree=3144
num_leaves=31
num_cat=0
split_feature=6 6 3 1 1 4 1 0 1 0 0 4 1 2 2 3 4 0 0 1 4 4 4 0 0 1 1 3 0 2
split_gain=6.5093e+11 6.86473e+12 1.03137e+13 1.8829e+13 9.04848e+13 1.46452e+13 3.20315e+13 2.9344e+13 3.05291e+13 2.76881e+13 3.19081e+13 2.34365e+13 1.14911e+14 3.71027e+13 5.77155e+13 3.00669e+13 2.47085e+13 1.76069e+13 1.71868e+13 1.90383e+13 1.72905e+13 2.70915e+13 2.26214e+13 3.2501e+13 4.31553e+13 3.10265e+13 3.09135e+13 2.11947e+13 1.72578e+13 2.02688e+13
threshold=110.01500000000001 108.05000000000001 9.5000000000000018 38.91194105000001 38.958307950000012 5.5000000000000009 20.507515800000004 59.982409200000006 30.624707450000006 59.882709350000006 56.685611200000004 6.5000000000000009 30.370944000000005 3191.5000000000005 2632.5000000000005 2.5000000000000004 7.5000000000000009 56.782540950000005 45.040161900000008 91.443676550000006 12.500000000000002 15.500000000000002 9.5000000000000018 44.685196900000008 43.550475500000012 40.024897700000004 39.033214400000013 5.5000000000000009 45.053967500000006 2911.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 10 -3 12 15 14 -14 -8 -13 -15 20 28 22 -22 25 24 -24 -18 -25 -26 -20 -30
right_child=-2 2 3 4 -6 6 11 8 -10 -11 -12 16 13 17 -16 -17 18 -19 19 -21 21 -23 23 26 27 -27 -28 -29 29 -31
leaf_value=-0.41072990070281201 -294.60304068648298 -8493.9390806622159 -16985.092723953476 181667.38258928573 -326.4363196817128 -90475.707670454547 61205.206730769227 123461.31508246528 -710.87791193181829 -50509.293332574598 39802.987741636622 -24439.464165820315 105194.10177801724 48381.993061605732 -48590.356964032064 196281.98868055557 135225.08125000002 -48434.21197916667 -53862.884329044122 43622.380350390624 117199.85056818182 28352.759423828127 3582.5214125147404 125437.1030403646 -35671.242169744321 17052.568172286185 -23540.50176532452 -166833.45662667413 13945.745951367331 -2197.2907621579593
leaf_weight=3992241 73644 1111 670 28 1123 33 26 36 44 133 156 250 29 178 154 45 29 21 51 125 44 156 106 30 22 95 26 28 1369 1801
leaf_count=3992241 73644 1111 670 28 1123 33 26 36 44 133 156 250 29 178 154 45 29 21 51 125 44 156 106 30 22 95 26 28 1369 1801
internal_value=0 5.42372 2946.77 -3657.28 4100.87 4918.89 7693.22 -3737.78 55166.6 -7103.74 -2547.36 8399.78 29992.5 8279.03 -24220.1 146817 6032.52 38165.2 7994.91 5331.8 24619.5 47899.1 10762.6 -9081.59 -32540.7 44689.7 56268.9 -109122 3845.82 4774.26
internal_weight=0 4.00016e+06 7919 1821 1151 6098 4618 1480 80 1400 1267 4585 453 382 183 71 4132 199 3882 3346 536 200 336 212 156 124 56 50 3221 3170
internal_count=4073804 4000160 7919 1821 1151 6098 4618 1480 80 1400 1267 4585 453 382 183 71 4132 199 3882 3346 536 200 336 212 156 124 56 50 3221 3170
is_linear=0
shrinkage=0.1


Tree=3145
num_leaves=31
num_cat=0
split_feature=4 1 0 0 0 1 1 1 0 1 3 7 6 6 6 6 0 1 6 6 0 0 3 6 1 6 0 6 6 6
split_gain=6.07047e+11 4.16677e+12 1.13288e+13 6.11527e+12 2.6283e+13 5.05807e+13 2.23571e+14 7.74642e+13 1.67919e+14 4.5909e+13 6.67563e+13 4.57749e+13 4.10198e+13 4.54862e+13 3.82181e+13 3.35481e+13 2.56709e+13 5.77997e+13 2.4201e+13 2.34652e+13 3.85938e+13 2.14425e+13 2.06324e+13 2.04843e+13 1.4021e+13 1.3976e+13 1.3633e+13 1.16939e+13 9.46395e+13 2.5377e+13
threshold=3.5000000000000004 118.02765200000002 60.753246850000004 59.933037250000005 59.963561900000009 30.303340300000002 30.323041000000003 30.362494150000003 59.939085000000013 30.277905650000005 2.5000000000000004 6.0000000000000009 71.030000000000015 82.00500000000001 65.00500000000001 55.015000000000008 59.898927250000007 30.345769800000003 80.720000000000013 37.005000000000003 59.91832440000001 59.939085000000013 2.5000000000000004 47.805000000000007 30.260128500000004 70.00500000000001 59.990753350000013 81.02500000000002 70.50500000000001 82.905000000000015
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 16 5 9 11 8 -8 -5 12 23 -11 -14 -9 -10 -1 19 -17 20 -18 -13 -19 -7 26 -16 -6 28 -21 -29
right_child=-2 2 -4 4 24 6 7 14 15 10 -12 21 13 -15 25 18 17 22 -20 27 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=151.53359016251659 -9.5758207213543987 5318.3855613317919 -12916.170776194731 1701.8779575892859 -84072.59912109375 -95925.401731418926 281921.45304054057 34461.893137568579 -49756.83744959678 61911.299021957864 -21727.002419354842 34646.754093750002 301973.60806250002 116394.61713431223 -122075.84046875002 114411.40295454545 -4600.4144348144537 -29020.150186897048 18284.573347167967 -16601.335578955313 163153.34729817708 -95061.094861778853 -77319.63570694314 -195397.3660696476 2691.0916425312107 -26306.528888702393 -7845.1879229570186 -122226.7677290483 143407.91005208335 -6965.6506876346994
leaf_weight=224700 3837650 586 814 70 24 37 37 157 31 33 31 25 25 28 20 55 32 264 50 207 24 26 133 47 7375 64 1047 22 45 145
leaf_count=224700 3837650 586 814 70 24 37 37 157 31 33 31 25 25 28 20 55 32 264 50 207 24 26 133 47 7375 64 1047 22 45 145
internal_value=0 155.613 -5283.71 188.052 2717.79 20841.8 5541.96 41982.8 93037.5 65759.7 104085 -106210 149436 203932 5333.54 41650 85.0775 -17039.6 68636.7 6497.55 67294.1 -31478.8 -45201.1 -151582 1138.43 -49108.7 -9553.37 -1627.99 11971.7 -22149.7
internal_weight=0 236154 1400 234754 9182 736 549 414 173 187 117 135 86 53 241 136 225572 872 105 475 56 51 397 84 8446 84 1071 419 252 167
internal_count=4073804 236154 1400 234754 9182 736 549 414 173 187 117 135 86 53 241 136 225572 872 105 475 56 51 397 84 8446 84 1071 419 252 167
is_linear=0
shrinkage=0.1


Tree=3146
num_leaves=31
num_cat=0
split_feature=6 0 5 4 5 1 3 0 6 4 1 0 1 3 4 3 4 1 1 0 3 7 0 4 0 1 0 1 4 6
split_gain=6.01405e+11 2.8399e+12 7.89211e+12 2.71095e+13 7.06686e+12 1.11141e+13 8.03796e+12 6.97898e+12 6.83477e+12 1.31628e+13 1.00757e+13 1.44644e+13 1.63259e+13 9.19311e+12 6.80832e+12 4.71461e+12 9.35081e+12 4.55705e+12 1.05481e+13 3.6868e+12 3.67653e+12 3.48781e+12 7.63607e+12 1.59182e+13 1.40792e+13 2.05246e+13 9.30379e+12 9.0056e+12 8.012e+12 1.13617e+13
threshold=27.215000000000003 59.838047850000002 3.5000000000000004 5.5000000000000009 2.5000000000000004 30.315889700000003 5.5000000000000009 60.05226170000001 19.050000000000004 5.5000000000000009 30.345769800000003 59.939085000000013 30.277905650000005 2.5000000000000004 4.5000000000000009 1.5000000000000002 11.500000000000002 30.362494150000003 30.303340300000002 59.91832440000001 2.5000000000000004 6.0000000000000009 55.753967500000009 5.5000000000000009 55.791814000000009 37.858952300000006 47.207933300000008 82.975438000000011 21.500000000000004 24.030000000000005
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 21 4 -4 7 -6 20 8 10 13 11 12 -3 14 -10 -12 -17 18 -15 -16 -7 -1 26 -24 25 28 -23 -28 -25 -30
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 15 -13 -14 17 19 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=24.688517905540557 -5.6162624803117964 -9466.5828657670463 -107595.82624162946 38926.129755434784 86148.017649147732 10907.203256147337 54100.599797453709 1745.8588767552487 -20083.817029389884 -8487.7869848051105 -37358.123090277775 15805.411812160328 -118247.4765941723 15638.489189453127 -7973.7246562500004 59028.310742187503 -13437.957521654213 11920.139583333334 114936.71317085599 38340.914627130689 -34444.767116477269 7016.866172068123 -10747.002874441496 16940.497785128082 4457.4402684763909 56137.469701400172 -1869.4144656360816 8127.7639859660985 34849.20403849284 -50349.586197916673
leaf_weight=62505 3988583 22 28 23 22 39 27 1752 63 1343 36 23 37 20 25 24 69 21 23 55 33 1694 631 312 5373 130 9830 992 24 45
leaf_count=62505 3988583 22 28 23 22 39 27 1752 63 1343 36 23 37 20 25 24 69 21 23 55 33 1694 631 312 5373 130 9830 992 24 45
internal_value=0 262.857 -2452.54 -41517.3 -1904.3 21856.8 7569.9 -2722.72 -7168.46 -4869.89 -24053.7 -51462.2 -77685.1 18602.7 4504.38 -6631.26 5263.01 50103.7 68751.5 23867.6 -9879.12 385.579 1570.88 4347.26 5965.97 21827.7 125.677 -953.022 10121 -20715.2
internal_weight=0 85221 3685 51 3634 121 99 3513 1761 1550 211 82 59 207 143 129 93 64 43 80 72 81536 19031 6515 5884 511 12516 10822 381 69
internal_count=4073804 85221 3685 51 3634 121 99 3513 1761 1550 211 82 59 207 143 129 93 64 43 80 72 81536 19031 6515 5884 511 12516 10822 381 69
is_linear=0
shrinkage=0.1


Tree=3147
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 0 0 0 1 4 7 0 6 1 6 6 6 1 7 4 6 4 1 4 4 1 3 6
split_gain=6.02211e+11 7.48924e+12 3.60934e+13 3.8146e+13 2.57142e+13 1.92203e+14 9.64707e+13 5.27035e+13 3.99585e+13 5.7124e+13 3.84424e+13 3.63548e+13 5.75299e+13 3.0247e+13 2.78702e+13 3.34393e+13 5.96058e+13 3.32938e+13 9.28024e+13 1.14225e+14 7.7194e+13 5.72773e+13 3.44747e+13 2.76864e+13 2.6955e+13 2.6604e+13 2.61937e+13 2.55733e+13 2.79815e+13 2.53178e+13
threshold=37.873748150000004 37.978059650000013 44.739668300000005 50.596941950000009 55.622114900000007 55.303261650000003 37.924401400000008 55.660117850000006 55.667390500000003 55.702806750000008 37.897576350000001 13.500000000000002 6.0000000000000009 55.595177750000005 37.995000000000012 37.957884500000006 63.415000000000006 80.030000000000015 80.720000000000013 37.897576350000001 6.0000000000000009 24.500000000000004 85.020000000000024 14.500000000000002 37.897576350000001 18.500000000000004 16.500000000000004 37.957884500000006 11.500000000000002 41.990000000000002
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 5 10 13 11 24 14 29 12 -6 -7 -10 17 -17 -16 -19 20 22 -22 -20 -13 -9 26 -8 28 -26 -5
right_child=1 -3 3 4 7 6 25 8 9 -11 -12 23 -14 -15 15 16 -18 18 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=65.073263817610098 35937.079641840115 0.26669426287267756 -33445.95400087117 -16191.466145432016 7159.7292671099103 -43348.795788966279 -22264.588076645519 -81231.631600748704 -3217.3167125597574 -2403.947469646263 10193.081651988658 84909.990163780123 -113882.14705366656 -117205.8165948276 6970.6721964358067 9038.7238650936251 47028.463103199181 -102230.52049249387 77045.292168898814 -21604.050671208344 208347.02234375 65011.363155995241 -31579.662992350262 24518.381390569666 -15191.791711411788 -36896.781522969621 3620.395180683458 -47762.339309740826 19620.350545132369 1346.6761033358341
leaf_weight=1054147 262 2956684 366 1166 365 1261 639 60 3181 33274 3877 83 44 58 8177 1686 547 102 42 787 40 92 96 889 1254 347 1007 189 283 2799
leaf_count=1054147 262 2956684 366 1166 365 1261 639 60 3181 33274 3877 83 44 58 8177 1686 547 102 42 787 40 92 96 889 1254 347 1007 189 283 2799
internal_value=0 -22.7167 -1101.83 -1256.57 -1067.6 -5418.38 -25617.5 -119.61 -653.881 -107.673 3112.56 19150.5 -5861.89 -46596.5 5072.41 7351.74 18344.8 4722.42 -11139.5 -2349.3 53774.7 108446 1480.11 29675.3 -15340.9 -11733.3 -6428.51 -13050.4 -8782.01 -3810.82
internal_weight=0 3.01966e+06 62973 62711 62345 11154 3312 51191 49810 48024 7842 1381 409 1319 14750 11569 2233 9336 1159 1057 270 132 138 972 1786 1993 1646 1726 1537 3965
internal_count=4073804 3019657 62973 62711 62345 11154 3312 51191 49810 48024 7842 1381 409 1319 14750 11569 2233 9336 1159 1057 270 132 138 972 1786 1993 1646 1726 1537 3965
is_linear=0
shrinkage=0.1


Tree=3148
num_leaves=31
num_cat=0
split_feature=4 0 4 5 1 1 5 6 0 6 5 7 0 6 0 0 1 6 6 6 0 6 6 6 6 6 6 6 6 6
split_gain=6.27322e+11 1.0889e+13 2.05689e+13 5.00252e+13 4.39666e+13 4.09423e+13 5.39907e+13 3.62203e+13 2.87521e+13 3.854e+13 2.52196e+13 2.00025e+13 5.7463e+13 3.43455e+13 2.85194e+13 2.96705e+13 2.69049e+13 3.15671e+13 3.76667e+13 2.43709e+13 2.01434e+13 2.96022e+13 1.95336e+13 2.11928e+13 1.93152e+13 3.48845e+13 1.88483e+13 1.86213e+13 1.77788e+13 5.24831e+13
threshold=21.500000000000004 45.022979600000006 22.500000000000004 3.5000000000000004 39.079932600000006 39.749243900000003 2.5000000000000004 56.010000000000012 43.6005307 89.00500000000001 1.5000000000000002 6.0000000000000009 45.001720900000002 60.605000000000011 43.6005307 44.601833250000006 39.749243900000003 67.445000000000007 101.02000000000002 61.025000000000006 45.001720900000002 101.02000000000002 72.50500000000001 89.00500000000001 43.605000000000011 40.610000000000007 67.00500000000001 73.41500000000002 67.91500000000002 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 -2 9 -8 -9 16 13 24 -15 -16 20 -18 -19 -17 -4 -22 26 -24 25 -13 -6 -14 -21 -30
right_child=1 -3 11 -5 5 -7 8 10 -10 -11 -12 12 27 14 15 19 17 18 -20 28 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=12.998379227487465 -3691.4862959899906 -35.813007684775421 -12509.472350679067 -169409.93763671877 9136.2826416890675 -51892.2400366211 247115.71617187501 -123642.1021451823 18433.487890625001 78455.76845964705 -30215.09288618495 5705.6991664773168 -3483.4657057757977 105179.15392089845 -87355.119999999995 142312.70788690477 63273.143353678395 -61999.813267299105 92426.275568181823 3376.7408954917964 -2957.3631141687451 39108.295088527513 -97302.061458333337 33152.669140625003 -5323.8815313176601 60631.491814959496 89056.082390802563 -32299.15713170643 182272.90000000002 32070.974628375989
leaf_weight=3671018 800 392858 2537 20 279 80 20 30 34 42 783 404 1143 60 20 21 120 56 22 141 1842 184 33 20 516 162 33 279 26 221
leaf_count=3671018 800 392858 2537 20 279 80 20 30 34 42 783 404 1143 60 20 21 120 56 22 141 1842 184 33 20 516 162 33 279 26 221
internal_value=0 -118.468 -3389.19 -11985.4 -10523.7 14145.6 25605.5 -18797.8 92335.4 132862 -33662.6 -979.052 5426.77 18609.4 40603.5 31571.9 -5006.07 31081.6 -18443.7 37387.5 -6572.01 863.013 8054.68 -48073.9 8669.39 21426.5 17589.3 -9137.18 31708.5 47881.7
internal_weight=0 402786 9928 2174 2154 541 461 1613 96 62 813 7754 2993 1571 489 429 4761 198 78 409 4563 2026 365 53 1082 566 312 1422 388 247
internal_count=4073804 402786 9928 2174 2154 541 461 1613 96 62 813 7754 2993 1571 489 429 4761 198 78 409 4563 2026 365 53 1082 566 312 1422 388 247
is_linear=0
shrinkage=0.1


Tree=3149
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 1 1 6 4 4 4 1 4 6 1 6 6 5 3 3 6 7 6 6 6 3 3 1 6
split_gain=6.32042e+11 6.23985e+12 4.17808e+13 5.0762e+13 6.30572e+13 5.68664e+13 4.82871e+13 4.54327e+13 4.54022e+13 5.26544e+13 7.79774e+13 3.43612e+13 2.49929e+13 2.42373e+13 2.34524e+13 5.49595e+13 3.04929e+13 2.29735e+13 3.39482e+13 2.48551e+13 2.09628e+13 1.96214e+13 1.76908e+13 2.20321e+13 1.73353e+13 1.69124e+13 1.79425e+13 2.49616e+13 1.53887e+13 2.8764e+13
threshold=44.895258050000002 45.001720900000002 37.343102500000008 38.91194105000001 11.500000000000002 11.500000000000002 39.044653900000007 37.234509300000006 54.710000000000008 13.500000000000002 14.500000000000002 5.5000000000000009 41.966773150000002 8.5000000000000018 71.715000000000018 37.331232350000008 105.00500000000001 118.04500000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 39.810000000000009 6.0000000000000009 97.020000000000024 51.015000000000008 75.605000000000004 6.5000000000000009 8.5000000000000018 37.318079750000003 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 7 4 11 12 -7 -2 -9 13 -11 21 22 14 -10 28 -17 18 20 -20 -15 -4 -5 -24 -13 -21 -27 -28 29 -16
right_child=1 -3 3 5 -6 6 -8 8 9 10 -12 24 -14 17 15 16 -18 -19 19 25 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-169.60129213777196 -7901.6352643698165 -2.5959865331974012 4673.5785734989331 8212.2134060093649 9290.4474583524825 26133.828428080844 -2723.1175331273444 7042.4081208743801 27388.651000755766 217854.35312500002 19404.009605823867 -16685.493503149333 -74920.661250000005 -7444.8465038198283 67625.335221354166 -79677.205689380789 39138.044704861117 -63139.734463355657 181345.76929347828 125638.38339285714 42596.308486418828 -12499.957854366105 22035.35494411242 128578.26332031252 -37975.425798825185 -26001.74356971154 125736.56857142859 -14308.609375 61506.666887385669 -87197.27210286459
leaf_weight=208484 1101 3832577 920 6628 1615 606 13448 2416 387 36 44 902 35 113 24 108 27 21 23 35 323 2403 657 20 664 26 35 20 82 24
leaf_count=208484 1101 3832577 920 6628 1615 606 13448 2416 387 36 44 902 35 113 24 108 27 21 23 35 323 2403 657 20 664 26 35 20 82 24
internal_value=0 9.1478 1383.76 -104.878 -7841.27 2247.07 -1478.82 9955.49 15206.8 30060 108707 -13500.5 9381.08 25018.5 11694.5 -11224.9 -55914.2 39594.4 43346.4 86380.3 29626.9 -7745.32 9784.99 25182.9 -25712.6 67550.9 42451.4 74811 35183.2 -9785.97
internal_weight=0 3.86532e+06 32743 27898 6504 21394 14054 4845 3744 1328 80 4889 7340 1248 652 265 135 596 575 139 436 3323 7305 677 1566 116 81 55 130 48
internal_count=4073804 3865320 32743 27898 6504 21394 14054 4845 3744 1328 80 4889 7340 1248 652 265 135 596 575 139 436 3323 7305 677 1566 116 81 55 130 48
is_linear=0
shrinkage=0.1


Tree=3150
num_leaves=31
num_cat=0
split_feature=2 0 0 0 4 3 2 7 6 1 1 6 4 6 4 1 1 6 1 4 5 1 6 4 4 6 6 1 4 1
split_gain=6.17038e+11 5.09265e+12 4.84057e+12 2.69488e+13 2.24473e+13 3.21495e+13 6.00313e+13 5.4811e+13 4.44543e+13 3.20648e+13 3.76562e+13 2.88464e+13 2.8138e+13 3.01582e+13 2.68888e+13 2.93075e+13 3.65692e+13 2.57182e+13 2.36393e+13 2.26143e+13 4.30078e+13 3.51851e+13 2.95588e+13 2.23011e+13 2.71686e+13 2.73641e+13 2.27233e+13 2.06682e+13 3.21776e+13 3.08015e+13
threshold=451.00000000000006 56.760749800000006 55.462387050000011 55.520061350000013 11.500000000000002 10.500000000000002 75.000000000000014 6.0000000000000009 108.05000000000001 37.425454150000007 37.290808600000013 112.00500000000001 16.500000000000004 84.00500000000001 4.5000000000000009 36.865631950000008 36.049731800000011 61.025000000000006 37.682335600000009 5.5000000000000009 3.5000000000000004 37.534144550000008 75.010000000000005 25.500000000000004 21.500000000000004 108.05000000000001 72.50500000000001 38.430814800000007 3.5000000000000004 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 8 18 12 10 14 -6 -7 -14 17 16 -16 -4 -8 20 21 -11 -21 24 -1 26 -26 28 29 -23
right_child=-2 -3 3 -5 5 6 7 -9 -10 19 -12 -13 13 -15 15 -17 -18 -19 -20 22 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-467.10806566335441 -17.379455929284429 -19478.918265390039 -4697.2442844429088 81.915314472696025 13888.888409380354 -1041.1107237319766 59641.888362101774 -2528.7412794012776 126043.63254925271 -55185.343238546084 30612.115957842238 -81378.375192260748 -21290.658938419117 -90783.500261374094 12672.160016388381 34224.508457415293 -33911.813630022327 -53472.53211820298 14568.115529432655 -11235.746648671427 102426.33447143555 -14574.970311461104 -55451.347209390362 99951.301225142044 -10332.063488893211 84427.712225115742 -43263.607768995244 -30069.641216450356 -2471.633606320589 53629.305021013533
leaf_weight=65930 3396489 133 499 597014 4703 842 308 589 23 118 578 32 765 68 623 356 231 138 187 1004 40 94 178 22 987 27 266 186 1150 224
leaf_count=65930 3396489 133 499 597014 4703 842 308 589 23 118 578 32 765 68 623 356 231 138 187 1004 40 94 178 22 987 27 266 186 1150 224
internal_value=0 87.1517 90.9945 179.758 4695.35 8232.22 -299.688 18085.3 -12036.7 -210.84 8336.38 13245.1 -13932.7 -26963.5 1365.41 10119.9 71.577 -15263.9 42614 -7133.69 -114.366 -2429.05 -17894.3 -714.3 -747.251 -15176.8 -17323.1 1334.69 5313.72 33468.3
internal_weight=0 677315 677182 609950 12936 7517 2782 1084 1698 5419 2425 4735 1675 833 1847 1210 854 637 495 2994 1812 1772 1182 67232 67210 1280 1253 1654 1468 318
internal_count=4073804 677315 677182 609950 12936 7517 2782 1084 1698 5419 2425 4735 1675 833 1847 1210 854 637 495 2994 1812 1772 1182 67232 67210 1280 1253 1654 1468 318
is_linear=0
shrinkage=0.1


Tree=3151
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 0 6 6 2 0 0 1 1 6 0 6 0 1 1 1 0 0 6 6 5 6 0 5 2
split_gain=5.97824e+11 3.72714e+12 2.21607e+13 2.77711e+13 7.22915e+13 8.79516e+13 2.94416e+13 2.21056e+13 2.6075e+13 2.35578e+13 2.18136e+13 3.52986e+13 6.3962e+13 1.28024e+14 2.99076e+13 2.96397e+13 5.39175e+13 3.59316e+13 3.34462e+13 2.57233e+13 4.09546e+13 5.32817e+13 3.79455e+13 4.36569e+13 3.52985e+13 3.01502e+13 2.30731e+13 2.72801e+13 2.19228e+13 2.17564e+13
threshold=5.5000000000000009 38.166910000000009 38.109452700000006 55.579943700000008 55.60524465000001 47.005000000000003 46.323575350000006 51.805000000000007 44.010000000000012 75.000000000000014 55.737027400000009 55.753967500000009 37.702956500000006 37.600779750000008 50.410000000000004 55.775215600000003 49.485000000000007 55.866549750000011 37.804148700000006 37.563506350000004 37.586700500000006 55.554045200000012 55.667390500000003 47.420000000000009 45.005000000000003 2.5000000000000004 47.805000000000007 55.806294650000005 1.5000000000000002 2810.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -1 10 19 12 13 -12 15 -13 17 18 26 22 21 -21 -10 -24 -23 -22 28 -28 -17 -11
right_child=-2 -3 3 4 -6 -7 -8 -9 9 29 11 14 -14 -15 -16 16 -18 -19 -20 20 25 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=104.1369255424604 -23.95357737198146 -28.012710385625752 2253.7532703294828 11412.555179109349 5642.7660362114311 87202.053744125369 -25420.041815449709 -1037.597734454587 402.15601271332292 5652.3345292476797 1932.3123863636365 19463.793849815956 6930.6783701473905 -215857.84275501181 57093.586592371321 -108361.48160041362 -105716.80020770449 44475.65300708008 43168.809274902349 37521.849942129629 -1023.0428464169823 -44017.181919921881 61648.237534996988 -72675.609013310182 -146922.67478125001 104809.44224330358 75620.397602227386 -41971.38676470588 -26211.651902454938 622.54795630494721
leaf_weight=92271 2928705 919852 3093 381 4070 256 439 83988 488 24068 55 260 97 53 68 34 66 100 80 54 697 100 233 27 50 28 47 34 729 13381
leaf_count=92271 2928705 919852 3093 381 4070 256 439 83988 488 24068 55 260 97 53 68 34 66 100 80 54 697 100 233 27 50 28 47 34 729 13381
internal_value=0 61.2637 425.846 5516.38 10545.6 41871.1 -1185.88 232.577 1034.56 3141.38 -4958.39 -13222.8 -52009.3 -104946 -7615.47 -10874.9 -18111.6 -12465.2 -18627.6 3039.94 -8073.27 -47655.3 16842.3 47699.2 -78319 3064.28 -24485.1 26260.9 -29872.3 3855.13
internal_weight=0 1.1451e+06 225247 8239 4707 637 3532 217008 133020 40749 3300 1623 205 108 1418 1350 1090 1024 924 1677 929 204 748 260 150 725 844 81 763 37449
internal_count=4073804 1145099 225247 8239 4707 637 3532 217008 133020 40749 3300 1623 205 108 1418 1350 1090 1024 924 1677 929 204 748 260 150 725 844 81 763 37449
is_linear=0
shrinkage=0.1


Tree=3152
num_leaves=31
num_cat=0
split_feature=0 4 6 1 5 6 6 0 6 1 2 0 0 2 1 1 6 6 2 6 1 2 6 0 0 2 1 4 7 0
split_gain=6.24886e+11 4.8512e+12 1.22398e+13 1.60373e+13 9.94305e+12 9.23927e+12 7.82527e+12 1.90849e+13 2.93196e+13 1.85056e+13 7.35889e+12 6.02345e+12 8.23184e+12 5.62553e+12 5.45938e+12 4.69869e+12 1.31654e+13 5.00444e+12 9.30785e+12 1.69189e+13 1.06225e+13 5.34956e+12 8.57705e+12 8.04598e+12 5.14932e+12 4.52662e+12 4.34729e+12 4.18199e+12 1.47695e+13 2.25077e+13
threshold=54.94110555000001 1.5000000000000002 128.05000000000004 49.692247900000005 2.5000000000000004 35.57500000000001 54.710000000000008 55.026775150000006 83.010000000000005 82.895858600000011 7457.0000000000009 59.882709350000006 63.565651350000003 75.000000000000014 37.586700500000006 94.478249850000012 77.565000000000012 67.00500000000001 915.50000000000011 82.905000000000015 37.858952300000006 915.50000000000011 66.990000000000023 55.850146250000009 55.554045200000012 75.000000000000014 38.657016300000002 21.500000000000004 6.0000000000000009 51.707269950000004
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 25 14 8 9 -8 13 15 -13 -7 -6 17 -17 21 19 20 -19 23 -23 24 -9 -2 -16 -1 29 -29
right_child=1 -3 3 -5 6 10 7 11 -10 -11 -12 12 -14 -15 26 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=103.53894484086867 50102.139322916169 -32.82543285097605 -112763.26796875001 -1616.2660788143385 33192.392268483229 -46836.870406250004 135490.17884615387 35831.152128906251 -33338.299631076392 33741.485582386369 -11849.675900553848 -24486.763603515628 33112.56480823864 944.43091977949541 -49369.563709077382 5355.6802019817078 101247.97352627841 -111356.87766113282 8835.6113477358613 42793.970777529765 -13969.214583333334 11077.331161372145 76437.820052083334 -4728.4341517857147 107589.89718750001 6282.5958088785119 -2722.9118899305954 -994.02639908333754 693.45391383229889 -7561.9242621177636
leaf_weight=1219574 24 2766968 21 34 41 25 39 20 27 33 706 100 33 1713 21 41 22 24 460 21 21 457 21 21 20 1329 411 34139 41279 6159
leaf_count=1219574 24 2766968 21 34 41 25 39 20 27 33 706 100 33 1713 21 41 22 24 460 21 21 457 21 21 20 1329 411 34139 41279 6159
internal_value=0 -26.8297 2891.36 -44054.2 3349.98 430.086 9398.44 13251.7 55529.8 88855.4 -3240.17 9932.49 -10195.2 257.128 -1680.74 12305.7 38841.9 10736 3796.84 -31321.9 -65909.3 17507.7 13948.8 45395.5 71710.5 7059.88 -4990.46 57.1721 -636.011 -1997.84
internal_weight=0 2.77265e+06 5685 55 5630 3797 1833 1360 99 72 2444 1261 133 1738 473 1128 63 1065 526 66 45 539 478 61 40 1353 432 1.30115e+06 81577 40298
internal_count=4073804 2772653 5685 55 5630 3797 1833 1360 99 72 2444 1261 133 1738 473 1128 63 1065 526 66 45 539 478 61 40 1353 432 1301151 81577 40298
is_linear=0
shrinkage=0.1


Tree=3153
num_leaves=31
num_cat=0
split_feature=3 1 6 3 6 6 0 1 4 1 0 6 6 6 6 3 6 4 6 0 0 0 6 7 6 4 0 1 1 7
split_gain=6.20573e+11 6.56349e+12 1.45391e+13 2.03364e+13 1.20954e+13 7.89333e+12 7.41522e+12 6.69219e+12 2.53013e+13 1.7251e+13 2.67502e+13 1.70696e+13 1.59859e+13 1.51944e+13 3.70603e+13 1.51318e+13 1.42156e+13 1.51525e+13 1.35975e+13 1.08039e+13 9.90116e+12 1.23675e+13 1.21167e+13 1.87639e+13 9.74454e+12 1.22045e+13 1.48662e+13 9.14105e+12 1.06251e+13 9.05806e+12
threshold=14.500000000000002 30.157841000000001 61.805000000000007 15.500000000000002 70.00500000000001 75.010000000000005 59.825842200000004 30.389265100000003 15.500000000000002 30.410676000000006 60.042359000000012 108.05000000000001 58.755000000000003 89.00500000000001 83.010000000000005 18.500000000000004 138.05000000000004 24.500000000000004 99.050000000000011 60.034792100000011 59.982409200000006 59.963561900000009 56.505000000000003 6.0000000000000009 33.305000000000007 20.500000000000004 60.042359000000012 30.362494150000003 30.242318500000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 11 13 -3 14 15 19 24 -18 -15 20 21 22 -9 -24 25 26 -10 28 -14 -22
right_child=1 7 3 4 5 6 -8 9 16 -11 -12 -13 27 18 -16 -17 17 -19 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.312729765702425 -434.33981781229926 -14060.057322364519 48538.216950531008 30633.145446420414 -35204.015086206899 -53025.965922619056 8247.2391166227408 8777.5940773809525 26435.513445431501 201.97456775403646 -34524.263714599612 -69983.447079613092 -33673.935018382355 120977.22497209821 -102022.5475 7010.566728732786 64013.83732299805 -33879.081324404768 20547.872235576924 98564.725625000006 20814.882259593291 79742.877682674633 109867.30783928766 -9075.5260788690484 -1654.2407993408867 1546.8062835242679 -30418.7816054711 -3850.8471590909089 -106739.6760904948 -49749.941843377979
leaf_weight=3758080 1362 237 160 171 58 21 332 105 398 282435 104 21 34 28 25 371 64 21 26 25 136 68 36 21 27426 1896 52 22 48 21
leaf_count=3758080 1362 237 160 171 58 21 332 105 398 282435 104 21 34 28 25 371 64 21 26 25 136 68 36 21 27426 1896 52 22 48 21
internal_value=0 134.656 5701.29 16963.7 8283.46 -1015.32 4602.09 97.3108 -1317.86 248.095 13445.6 19095.5 -28402.8 21265.6 17833.4 21660.2 -1008.52 39828.5 72622.4 34851.9 30736.1 43951.3 28927.7 66046.3 -1125.11 5060.66 19865.7 -61087.9 -76444.1 11376.3
internal_weight=0 315724 2104 742 582 411 353 313620 30198 283422 987 883 341 862 808 783 29857 85 54 412 387 230 162 57 29772 2346 450 104 82 157
internal_count=4073804 315724 2104 742 582 411 353 313620 30198 283422 987 883 341 862 808 783 29857 85 54 412 387 230 162 57 29772 2346 450 104 82 157
is_linear=0
shrinkage=0.1


Tree=3154
num_leaves=31
num_cat=0
split_feature=2 0 0 5 0 6 6 3 1 1 5 1 6 2 1 4 1 1 7 0 1 1 0 2 5 6 4 0 3 6
split_gain=6.22767e+11 4.19306e+12 1.63647e+13 1.41059e+13 2.12201e+13 2.09168e+13 2.06726e+13 1.90527e+13 2.30216e+13 2.7156e+13 2.68725e+13 2.34759e+13 2.39376e+13 2.12905e+13 1.84127e+13 2.56831e+13 2.68469e+13 1.87791e+13 1.87345e+13 3.54224e+13 3.1623e+13 2.12997e+13 2.38834e+13 2.04573e+13 1.90982e+13 4.32354e+13 3.02231e+13 2.29945e+13 2.0224e+13 1.73905e+13
threshold=3338.0000000000005 57.634352600000007 57.57007620000001 1.5000000000000002 58.010305850000002 59.245000000000012 91.02500000000002 1.5000000000000002 56.128886000000001 43.56803845000001 4.5000000000000009 55.90712030000001 67.91500000000002 5325.0000000000009 56.240615550000008 5.5000000000000009 56.128886000000001 118.02765200000002 6.0000000000000009 61.686687400000004 30.410676000000006 30.438492500000006 60.064438250000002 8009.5000000000009 2.5000000000000004 56.010000000000012 19.500000000000004 59.699368850000006 11.500000000000002 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 14 13 9 -9 -10 -11 -13 -5 15 -6 18 -16 19 23 -20 22 -22 24 25 26 27 -17 -26 -7
right_child=1 3 -4 4 6 29 -8 8 10 11 -12 12 -14 -15 17 16 -18 -19 20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-32.547994775764032 -1.2081732947024704 -602.76009302709929 -33143.460708966355 15970.21765810366 -376.10125098201274 -46011.813703670057 -7652.4138641733698 3485.6759057295772 6370.9808665140499 -54736.862015892104 64107.293920295619 -518.744844359377 -28817.703672564061 -5298.1858944873638 -3038.3784526202244 954.78036177862259 37006.135384710047 5562.7945120084305 19232.039495766905 -620.1068011844261 -29933.283278900213 -854.57989440278914 27030.5330235273 -76177.808147321441 12892.556201048623 -1874.2358053883156 -7055.1070588485063 22424.82156706541 38060.640687543892 25763.236183965775
leaf_weight=2406287 1508550 57018 149 540 26839 172 3082 4529 16916 117 81 1096 411 3666 17678 630 246 2964 738 5713 478 6017 87 28 3095 3308 575 2396 356 42
leaf_count=2406287 1508550 57018 149 540 26839 172 3082 4529 16916 117 81 1096 411 3666 17678 630 246 2964 738 5713 478 6017 87 28 3095 3308 575 2396 356 42
internal_value=0 46.9679 -4.48132 535.712 1243.09 -719.88 365.703 3623.88 4748.77 -492.476 6646.13 -11586.7 -8236.64 -2567.58 713.034 1741.48 4142.87 -1803.33 3797.7 5704.68 -396.887 -2597.76 -21161.9 9183.08 9413.78 6379.32 13961.3 17954.9 15488.9 -31925.1
internal_weight=0 1.66752e+06 1.5087e+06 158818 101586 57232 74230 27356 23150 6153 16997 1624 1507 4206 71148 50506 23667 20642 23421 16101 7320 6582 565 10388 10360 6909 3601 3026 3451 214
internal_count=4073804 1667517 1508699 158818 101586 57232 74230 27356 23150 6153 16997 1624 1507 4206 71148 50506 23667 20642 23421 16101 7320 6582 565 10388 10360 6909 3601 3026 3451 214
is_linear=0
shrinkage=0.1


Tree=3155
num_leaves=31
num_cat=0
split_feature=6 6 4 1 6 1 1 0 0 1 3 0 1 2 1 4 7 3 4 0 4 0 0 0 6 0 5 6 6 3
split_gain=5.98445e+11 4.92776e+12 1.25253e+13 1.33879e+13 2.89792e+13 3.40919e+13 3.18399e+13 2.86752e+13 3.33991e+13 2.98204e+13 2.97342e+13 2.5469e+13 2.37787e+13 2.12263e+13 2.56841e+13 2.49879e+13 3.12717e+13 2.72254e+13 1.98106e+13 5.55533e+13 1.71154e+13 1.6334e+13 6.99836e+13 5.20363e+13 4.28099e+13 3.95631e+13 3.02586e+13 2.9636e+13 2.82478e+13 2.50104e+13
threshold=43.605000000000011 46.805000000000007 3.5000000000000004 37.957884500000006 46.010000000000012 37.600779750000008 37.586700500000006 55.897267000000006 55.866549750000011 37.649344350000007 16.500000000000004 55.972700350000004 37.740454950000007 75.000000000000014 37.631035900000008 13.500000000000002 6.0000000000000009 7.5000000000000009 32.500000000000007 55.801384500000005 8.5000000000000018 55.79439725000001 55.806294650000005 55.702806750000008 45.605000000000011 55.783232450000007 1.5000000000000002 45.005000000000003 44.605000000000011 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 6 -4 8 18 11 12 -9 -10 14 15 16 20 -18 -7 -20 -6 23 28 26 25 -25 27 -8 -23 -28
right_child=1 -3 3 -5 13 7 21 9 10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=48.917212460548484 1967.8498437664014 22.178018040676349 202.4684283189589 -992.23303803296631 -39304.609005152925 5275.0220824165317 49982.412898615061 -81978.555714877817 27049.22117576062 -1239.4920319219791 116815.40825892857 6674.6776094876805 -47141.046739130434 -2235.3961530105657 -29546.970210613592 -16381.653838677577 22651.520047679231 121065.07712053572 85912.381817284069 -71439.836596679685 11404.972616416531 -37642.61505170037 -2571.2156086013979 -84414.042695312513 191206.64431818182 101151.44120370371 -71331.605443892055 -41044.33922096109 -116607.2484173647 -15330.750380859376
leaf_weight=1549612 20770 2214937 50731 209712 94 14481 110 86 710 3748 35 52 46 5675 707 788 85 42 89 30 228 85 332 20 22 27 110 53 97 290
leaf_count=1549612 20770 2214937 50731 209712 94 14481 110 86 710 3748 35 52 46 5675 707 788 85 42 89 30 228 85 332 20 22 27 110 53 97 290
internal_value=0 -30.0305 -403.957 -574.719 536.8 1164.43 -169.884 4755.25 6693.24 -2920.4 26706.7 -48573 22535 -5324.65 -14342.9 -5653.14 13175.5 55197.7 5608.95 46243.8 -3398.45 -16653.1 -29891.4 -5886.59 76077.6 22187.4 -15931.9 20384.8 -79728.2 -30731
internal_weight=0 2.52419e+06 309255 288485 78773 71154 51877 19277 15391 3886 791 138 756 7619 1944 1237 449 127 14600 119 322 1146 514 632 69 47 563 163 182 400
internal_count=4073804 2524192 309255 288485 78773 71154 51877 19277 15391 3886 791 138 756 7619 1944 1237 449 127 14600 119 322 1146 514 632 69 47 563 163 182 400
is_linear=0
shrinkage=0.1


Tree=3156
num_leaves=31
num_cat=0
split_feature=1 6 6 1 1 0 1 4 0 1 3 3 6 3 0 0 0 6 6 6 6 4 5 4 6 3 6 6 4 0
split_gain=6.34132e+11 9.41201e+12 2.25647e+13 3.26792e+13 3.38743e+13 2.55232e+13 1.84438e+13 1.70927e+13 2.91268e+13 1.68774e+13 2.00094e+13 2.08893e+13 7.15326e+13 7.10727e+13 3.40065e+13 3.08307e+13 6.38214e+13 6.3733e+13 5.06118e+13 8.8329e+13 4.70004e+13 3.54384e+13 6.08409e+13 5.96182e+13 4.68842e+13 6.57245e+13 3.07489e+13 8.63509e+13 3.06794e+13 2.90671e+13
threshold=65.534455000000023 52.990000000000002 56.205000000000005 82.962856350000024 82.963919600000011 54.947759400000002 82.918694400000007 21.500000000000004 55.030407050000001 65.574968200000015 21.500000000000004 8.5000000000000018 134.05000000000004 9.5000000000000018 57.100506200000005 57.125462300000009 57.14107305000001 168.45000000000002 120.05000000000001 98.020000000000024 122.65000000000002 9.5000000000000018 1.5000000000000002 14.500000000000002 120.05000000000001 5.5000000000000009 156.15000000000003 128.05000000000004 15.500000000000002 57.174562350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 14 -13 -14 -4 17 -17 18 19 -16 -20 22 -18 26 28 -26 27 -23 -25 -24
right_child=1 2 9 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 16 21 -19 20 -21 -22 23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-22.911827321808175 341.45714878707417 -3891.3071189185284 -25698.130499303272 85786.186343149049 -553.07555772454577 11003.147369051847 -9852.3213675423121 -17883.600929478238 43866.123983166879 -160.29127004906331 69685.586857638889 -299.11454421355501 -149142.04608173078 -9136.1224323551833 10086.187090738444 -13934.101708060021 98260.658392137091 179987.5953804348 -130055.02871093751 60402.888898103804 -11505.26841586244 27622.594664931024 3050.7114098511533 -42646.38211669922 234737.00148437498 -13130.201817255436 -41348.022576800853 160106.10579044119 2650.3291133888292 -22421.993705941964
leaf_weight=3046425 565544 11064 342 78 29433 110 6677 126 194 397548 45 5161 65 82 2827 1763 62 23 40 398 204 1392 2323 176 20 23 59 51 994 555
leaf_count=3046425 565544 11064 342 78 29433 110 6677 126 194 397548 45 5161 65 82 2827 1763 62 23 40 398 204 1392 2323 176 20 23 59 51 994 555
internal_value=0 67.9391 -267 -2327.03 -282.806 42030.2 -5679.68 -3232.32 19552.2 -29.8252 3093.72 2912.77 -2258.31 -71043.5 5352.16 6325.51 2678.2 14073.4 12973.4 16295.8 -30939.7 7857.24 249.917 16095 -394.551 102157 29411.8 32305 -4163.54 -1861.5
internal_weight=0 1.02738e+06 461835 47682 29621 188 18061 11384 320 414153 16605 16560 5308 147 11252 10910 7418 3492 3469 3225 244 5655 2940 2715 1213 43 1502 1443 1170 2878
internal_count=4073804 1027379 461835 47682 29621 188 18061 11384 320 414153 16605 16560 5308 147 11252 10910 7418 3492 3469 3225 244 5655 2940 2715 1213 43 1502 1443 1170 2878
is_linear=0
shrinkage=0.1


Tree=3157
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 4 4 4 1 4 6 1 6 0 1 4 0 6 6 3 1 0 7 1 0 4 0 1 1 4
split_gain=6.10425e+11 1.69128e+13 2.53889e+13 1.60771e+14 9.31307e+13 1.32618e+14 9.36554e+13 8.76941e+13 6.51049e+13 6.86488e+13 6.24304e+13 5.39884e+13 5.19552e+13 5.97088e+13 1.65389e+14 7.77738e+13 4.94955e+13 4.55671e+13 4.82967e+13 4.7725e+13 4.55323e+13 3.2051e+14 1.74906e+14 3.17906e+14 2.48264e+14 1.38664e+14 1.15551e+14 1.67024e+14 1.29314e+14 1.52144e+14
threshold=55.595177750000005 55.539595350000006 37.618684050000006 75.000000000000014 37.563506350000004 17.500000000000004 17.500000000000004 19.500000000000004 37.131181300000009 32.500000000000007 64.405000000000015 37.682335600000009 80.720000000000013 55.579943700000008 37.755233900000007 15.500000000000002 55.579943700000008 83.010000000000005 74.615000000000009 10.500000000000002 37.475446350000006 55.579943700000008 6.0000000000000009 37.543519500000009 55.568628050000008 9.5000000000000018 55.568628050000008 37.488790500000007 37.503969450000007 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 11 6 17 20 10 -8 -10 16 -4 -5 -14 15 -15 -7 18 -6 -19 -3 22 -22 26 -25 -23 27 -24 -28 -30
right_child=-2 2 3 12 5 7 8 -9 9 -11 -12 -13 13 14 -16 -17 -18 19 -20 -21 21 25 23 24 -26 -27 28 -29 29 -31
leaf_value=-12.274538684902991 -42.967299426522167 513.39886825746817 -19942.412911002142 401.06372627562934 1362.6171649331554 29335.379971645536 119090.40207331731 22286.16035700572 -16560.682036536815 7297.4254753943724 155636.255174513 -65326.548441393279 5567.4025503393032 64372.42427504596 10766.586864058883 203118.05924310067 140975.98123437501 91717.231950708767 -35235.286975183823 -47502.782090435612 -6740.6692283842804 -3788.230397006922 26269.609078294772 184211.05891891895 -145797.95528846156 -143020.24206644695 7499.9730126605182 -13236.197948897989 98687.136131897583 -67265.542225302415
leaf_weight=2184146 1825104 15152 2029 23304 2379 193 39 3226 4754 1616 77 301 1204 85 405 77 50 97 425 33 2981 114 2936 185 26 192 421 1684 507 62
leaf_count=2184146 1825104 15152 2029 23304 2379 193 39 3226 4754 1616 77 301 1204 85 405 77 50 97 425 33 2981 114 2936 185 26 192 421 1684 507 62
internal_value=0 34.8734 1630.1 -678.879 3333.44 14226.1 1031.94 27239.1 -9719.51 -10508.1 77170.4 -25805.3 1655.9 18167.9 44924.5 130319 52306.7 -1501.14 -4184.5 56376.8 3872.25 9460.02 12957.7 23045.4 143546 -91149.5 18513.2 11869.7 49516.6 80604.4
internal_weight=0 2.2487e+06 64554 27405 37149 6480 30669 3546 6409 6370 320 2330 25075 1771 567 162 243 2934 2804 130 24260 9108 8802 5821 211 306 5610 4620 990 569
internal_count=4073804 2248700 64554 27405 37149 6480 30669 3546 6409 6370 320 2330 25075 1771 567 162 243 2934 2804 130 24260 9108 8802 5821 211 306 5610 4620 990 569
is_linear=0
shrinkage=0.1


Tree=3158
num_leaves=31
num_cat=0
split_feature=0 1 1 0 6 6 7 4 3 3 0 1 0 7 6 4 6 1 3 4 6 4 4 4 4 7 0 6 6 6
split_gain=6.27057e+11 1.02972e+13 3.29413e+13 7.6116e+13 7.12113e+13 9.8138e+13 7.04301e+13 5.33262e+13 4.46852e+13 3.54327e+13 3.10205e+13 8.05723e+13 7.70254e+13 6.19285e+13 7.91791e+13 7.13335e+13 6.90128e+13 5.70681e+13 8.66649e+13 8.61537e+13 5.87607e+13 5.65075e+13 5.22171e+13 6.5824e+13 1.08082e+14 7.98688e+13 5.14661e+13 5.14903e+13 5.01825e+13 8.48359e+13
threshold=59.91832440000001 30.410676000000006 30.389265100000003 59.905532300000012 80.720000000000013 69.605000000000004 6.0000000000000009 16.500000000000004 10.500000000000002 3.5000000000000004 59.882709350000006 30.330566300000005 59.905532300000012 6.0000000000000009 78.010000000000005 4.5000000000000009 53.995000000000012 30.277905650000005 3.5000000000000004 8.5000000000000018 105.00500000000001 20.500000000000004 18.500000000000004 17.500000000000004 15.500000000000002 6.0000000000000009 59.898927250000007 67.91500000000002 110.01500000000001 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -6 -5 -1 17 -13 15 16 -14 -15 19 -19 -12 21 22 23 24 -20 26 -26 -28 29 -17
right_child=-2 -3 3 9 6 7 -8 -9 -10 -11 11 12 13 14 -16 28 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=76.437783238822021 146.51407217559009 21.420055753569464 -5776.0812299835452 -60951.305295138889 69786.804079991169 -61576.51733468051 -29553.503030972872 31142.475594190142 -17212.319207928635 -222035.67357954546 -1965.0780474599651 -32803.203128645058 -42493.594990824611 -14602.163760529014 24415.795560860341 29149.658843033943 -84768.663504347554 -10394.92459707665 9682.1456456683318 -41617.160112822014 -26602.247752873554 -13792.174553192986 39166.783226393025 -30041.20428854322 41625.562037037045 39467.466974846669 132575.587701057 328914.20169566764 172538.58349184785 -148217.45161830357
leaf_weight=114132 272567 3663397 4971 36 292 491 148 71 74 22 1707 1754 182 339 243 731 239 3818 5029 807 461 864 703 378 27 214 34 22 23 28
leaf_count=114132 272567 3663397 4971 36 292 491 148 71 74 22 1707 1754 182 339 243 731 239 3818 5029 807 461 864 703 378 27 214 34 22 23 28
internal_value=0 -10.5058 -859.004 -8040.09 -6946.54 -10254.1 28657.8 -49862.9 52196.8 -122052 -526.21 -4433.58 -17920.5 -3296.33 -23479.7 13893 -43615.6 -1039.79 1932.11 -14693.5 8019.1 10214.2 13451.5 10282.2 13144 71763 155031 209709 27016.2 22606.5
internal_weight=0 3.80124e+06 137840 6105 6047 5533 514 562 366 58 131735 17603 3539 1785 821 964 578 14064 11550 2514 7732 7271 6407 5704 5326 297 83 56 782 759
internal_count=4073804 3801237 137840 6105 6047 5533 514 562 366 58 131735 17603 3539 1785 821 964 578 14064 11550 2514 7732 7271 6407 5704 5326 297 83 56 782 759
is_linear=0
shrinkage=0.1


Tree=3159
num_leaves=31
num_cat=0
split_feature=0 0 3 1 0 1 1 1 7 6 1 6 7 1 4 0 1 2 0 4 6 6 3 6 6 6 1 1 6 3
split_gain=6.43841e+11 6.63674e+12 2.11564e+13 1.64487e+13 1.65551e+13 2.08741e+13 1.96366e+13 1.5658e+13 3.13782e+13 2.50994e+13 1.76657e+13 7.07851e+13 5.0313e+13 3.18962e+13 3.14153e+13 2.28308e+13 6.85747e+13 4.73942e+13 4.92781e+13 9.19912e+13 4.95279e+13 4.87892e+13 4.79024e+13 4.28932e+13 5.0894e+13 5.89239e+13 3.50431e+13 3.9546e+13 4.29314e+13 3.73033e+13
threshold=56.115175650000005 56.288960650000007 18.500000000000004 47.504912950000005 56.228352100000002 54.62357655000001 50.815483650000004 40.024897700000004 6.0000000000000009 80.720000000000013 40.965343750000009 92.02500000000002 6.0000000000000009 43.047633000000012 16.500000000000004 56.228352100000002 44.064675150000006 2970.5000000000005 56.148747500000006 8.5000000000000018 75.010000000000005 63.855000000000011 7.5000000000000009 79.710000000000022 92.02500000000002 94.02500000000002 47.17130860000001 47.256487700000001 66.50500000000001 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 7 6 -6 -5 8 9 -2 11 12 -9 -12 -13 17 -17 21 -19 26 -21 -15 23 -22 -25 -26 -20 28 -28 -30
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 13 14 -14 15 -16 16 -18 18 19 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-23.945852837168506 -3909.17419525885 -2.8956181655314976 -13981.60113468394 -15715.41475549544 -34307.248796263739 -5495.3997079318333 2745.7792944867347 26491.506083735338 10871.050220102165 -35511.397855678282 -32159.822277297419 105123.09945091391 -1484.2610502482617 -4009.2438287563559 -21579.001676432294 2716.8257939085388 21883.799590656552 799.72482016575123 -5525.2507060185189 12856.099153283525 -136247.42053977272 -29408.364869394336 17856.125090568297 16746.66330035666 -240454.43835937502 -45514.352717391303 31465.764926886706 -17525.692121456832 93285.324761844764 -15624.828928571427
leaf_weight=2989263 6777 1006471 937 644 268 4074 5470 897 1495 261 274 106 2269 4940 24 22560 2035 22176 135 730 55 893 124 92 20 69 322 78 310 35
leaf_count=2989263 6777 1006471 937 644 268 4074 5470 897 1495 261 274 106 2269 4940 24 22560 2035 22176 135 730 55 893 124 92 20 69 322 78 310 35
internal_value=0 66.0007 954.205 1135.64 -2552.02 -7273.75 801.224 1713.93 -2286.27 -5081.12 2300.98 9411.48 6441.91 1873.69 81731.9 2044.56 4302.71 191.955 2146.19 17303.2 -2113.19 -7897.71 -32467.6 -58908.9 -35408.2 -89321.1 41353 49847.7 57726.5 82236.5
internal_weight=0 1.08454e+06 78070 77133 10456 4342 6114 66677 8533 7038 58144 3296 3166 54848 130 54574 24595 29979 24146 1970 1090 5833 360 236 181 89 880 745 667 345
internal_count=4073804 1084541 78070 77133 10456 4342 6114 66677 8533 7038 58144 3296 3166 54848 130 54574 24595 29979 24146 1970 1090 5833 360 236 181 89 880 745 667 345
is_linear=0
shrinkage=0.1


Tree=3160
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 0 6 4 6 6 1 1 4 1 1 1 1 0 0 6 1 0 0 0 1 0 5 5 0 1
split_gain=6.63084e+11 4.25243e+12 1.15569e+13 2.26634e+13 1.31904e+13 3.91407e+13 2.37086e+13 1.62841e+13 1.47437e+13 3.7644e+13 2.27826e+13 1.85345e+13 1.21219e+13 1.31176e+13 1.1708e+13 1.62758e+13 1.61971e+13 4.53696e+13 5.62767e+13 4.00167e+13 1.41411e+13 1.52806e+13 1.31447e+13 1.60835e+13 1.25107e+13 1.09121e+13 1.05872e+13 1.08251e+13 4.25303e+13 1.57103e+13
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 6.0000000000000009 59.764576050000009 45.005000000000003 4.5000000000000009 45.605000000000011 46.010000000000012 30.362494150000003 30.315889700000003 3.5000000000000004 113.48479755000001 37.729575300000008 37.563506350000004 37.586700500000006 55.812023600000011 55.649510000000014 45.305000000000007 37.534144550000008 55.622114900000007 55.775215600000003 55.806294650000005 37.543519500000009 55.783232450000007 2.5000000000000004 1.5000000000000002 44.046956350000009 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 -10 -9 -11 -5 26 15 20 17 18 -17 25 -4 -22 24 -24 -23 -20 27 28 29 -14
right_child=-2 -3 3 12 5 6 7 8 9 11 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=80.878491107574391 -25.227132054713593 291.56531411243799 301.20302368234945 873.44260222388482 -1844.1180977199392 -32528.725921630859 23117.166270228798 181526.16602909483 -30797.080407714846 179695.72496279763 55063.793582589286 52260.602125000005 -48372.343845600328 7544.7780434959204 5429.361574369861 8578.7231000976572 -4697.3846640819347 56392.783896185429 -41045.034348799549 -182101.6355357143 799.64122716154156 118166.06869419644 -59819.428287760413 28152.621662046371 40109.277744521103 -114340.69696180556 6125.2728485306025 -3023.1654802590251 6443.2543860483511 -10157.979776099421
leaf_weight=561008 2928705 479498 13078 14081 460 32 77 29 32 21 28 25 190 1316 5332 100 1005 49 82 35 313 28 24 155 77 27 1383 63089 3277 248
leaf_count=561008 2928705 479498 13078 14081 460 32 77 29 32 21 28 25 190 1316 5332 100 1005 49 82 35 313 28 24 155 77 27 1383 63089 3277 248
internal_value=0 64.5209 -99.0416 -1064.08 1872.01 15328.8 47704 59814.6 80745.7 52495.1 119404 110438 -1802.08 -2344.12 1405.45 -27.4979 -10729 -31417.5 -49051.5 -89072.6 988.261 16039.1 32834.7 16357.5 60924.4 -59200.8 -2534.98 -2714.27 2531.53 -26735
internal_weight=0 1.1451e+06 665601 104593 21009 704 244 212 135 78 57 46 83584 69503 20305 14973 1298 293 244 144 13675 597 284 179 105 109 68187 66804 3715 438
internal_count=4073804 1145099 665601 104593 21009 704 244 212 135 78 57 46 83584 69503 20305 14973 1298 293 244 144 13675 597 284 179 105 109 68187 66804 3715 438
is_linear=0
shrinkage=0.1


Tree=3161
num_leaves=31
num_cat=0
split_feature=1 0 0 5 6 6 4 1 4 1 6 6 1 3 4 6 1 6 6 1 1 0 6 4 4 6 6 6 6 6
split_gain=6.6328e+11 6.69765e+12 2.64949e+13 2.07255e+13 2.52113e+13 5.61339e+13 1.88971e+13 2.4158e+13 4.34183e+13 2.71019e+13 2.49258e+13 3.11079e+13 2.98902e+13 2.4375e+13 2.37069e+13 1.99689e+13 1.71715e+13 2.07435e+13 2.6162e+13 1.68115e+13 5.93585e+13 8.11688e+13 5.19441e+13 3.33765e+13 3.15839e+13 2.40749e+13 2.15159e+13 1.64961e+13 4.98309e+13 1.62443e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 4.5000000000000009 105.00500000000001 168.45000000000002 8.5000000000000018 82.981285100000022 21.500000000000004 82.886781200000016 56.805000000000007 91.02500000000002 82.973036600000015 13.500000000000002 10.500000000000002 110.01500000000001 82.886781200000016 116.05000000000001 103.03500000000001 82.92647190000001 82.906746050000024 54.962581500000006 97.020000000000024 2.5000000000000004 2.5000000000000004 39.995000000000012 60.605000000000011 80.720000000000013 82.905000000000015 88.00500000000001
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 19 3 6 -5 -6 16 8 9 15 -11 12 13 27 -9 -8 17 18 -3 20 -2 23 24 -22 -23 -26 -25 -12 -29 -10
right_child=1 2 -4 4 5 -7 7 14 29 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=-21.509731227906823 1377.2359880777783 -7098.19835809086 166.03862501574679 -14962.917879464287 227552.19562499999 18603.202517361115 2253.9249477147682 6864.8025818118958 1837.2231477617418 14330.409018424954 43409.039732499557 4287.9525784801144 15078.851044358475 156886.52513586957 -16695.619232647234 82232.242309570312 3095.2903281220229 -103394.61406250001 83958.515625 -62.716797625154747 58680.338607510661 3237.6937485988037 -154038.7801724138 -1025.8981277710325 -8463.0179023831279 -28968.492738643006 -15278.448118403921 225317.59985119049 52234.205552978521 -31214.306984739665
leaf_weight=3172333 15679 2261 523212 35 20 36 1278 985 2527 1816 440 275 260 23 754 32 7516 22 32 332339 88 514 29 6818 775 2192 1254 21 80 158
leaf_count=3172333 15679 2261 523212 35 20 36 1278 985 2527 1816 440 275 260 23 754 32 7516 22 32 332339 88 514 29 6818 775 2192 1254 21 80 158
internal_value=0 75.6941 297.787 4009.63 51616 93227.8 3775.2 7184.48 9835.78 16154.9 21524 33410.8 43130.2 56061.7 -3350.58 4207.59 775.828 -6754.66 -5827.45 -258.836 -2642.03 -8042.04 -20758 -2572.29 -19647.7 -23612.3 -3240.06 51775.2 88221.8 -107.709
internal_weight=0 901471 541783 18571 91 56 18480 8649 6910 4225 2915 1099 824 564 1739 1310 9831 2315 2293 359688 27349 11670 3510 8160 3481 2967 8072 541 101 2685
internal_count=4073804 901471 541783 18571 91 56 18480 8649 6910 4225 2915 1099 824 564 1739 1310 9831 2315 2293 359688 27349 11670 3510 8160 3481 2967 8072 541 101 2685
is_linear=0
shrinkage=0.1


Tree=3162
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 0 7 5 1 4 1 5 6 5 4 6 1 3 6 6 1 3 3 4 7 6 1 4 4 4
split_gain=6.94488e+11 4.34808e+12 1.20249e+13 2.21527e+13 4.12088e+13 2.69971e+13 2.73509e+13 1.89824e+13 1.78688e+13 1.54786e+13 3.44224e+13 1.38443e+13 2.12702e+13 2.44263e+13 4.42967e+13 4.18818e+13 3.39338e+13 2.67506e+13 1.87498e+13 1.9598e+13 1.83967e+13 2.21028e+13 2.20787e+13 1.92246e+13 1.77451e+13 1.7042e+13 1.92877e+13 1.61558e+13 2.48271e+13 1.5949e+13
threshold=54.94110555000001 54.86311005000001 13.500000000000002 82.958608050000009 82.975438000000011 54.916864950000011 6.0000000000000009 1.5000000000000002 60.770858000000011 14.500000000000002 83.086354900000018 4.5000000000000009 81.02500000000002 2.5000000000000004 5.5000000000000009 95.045000000000016 37.401708450000008 5.5000000000000009 134.05000000000004 130.05000000000004 83.050033500000012 3.5000000000000004 5.5000000000000009 6.5000000000000009 6.0000000000000009 84.810000000000016 82.895858600000011 5.5000000000000009 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 -1 11 7 -5 6 9 -4 -9 -6 -11 12 -3 14 24 16 29 -18 19 -17 21 -20 -23 -22 -14 -19 -27 -13 -29 -15
right_child=-2 2 3 4 5 -7 -8 8 -10 10 -12 27 13 15 -16 18 17 25 20 -21 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=25.074134680103697 -28.284504585799869 1289.8456664755786 -1248.6931970227606 24089.307432566449 -7274.0334449404763 -6530.0806754234281 7979.1257832794863 -3777.5399613190634 -23317.534651780741 -16503.975595238095 136520.96129623725 26024.589192708336 60839.777331149198 -72577.236150676443 -61551.589097259013 1442.7962100505388 27380.795802047542 20088.223007812499 -21288.342209949715 -61995.209834558824 152421.43025568183 95052.783539467666 -14752.384973958333 33768.02426215278 -43697.642471590916 35744.151488759569 111959.95826427867 -108221.44383737665 -17669.239910028446 19329.590133928574
leaf_weight=1254637 2772653 36076 2152 741 21 2532 456 819 1092 21 49 54 62 41 118 1079 482 50 87 51 22 47 30 36 22 49 103 38 149 35
leaf_count=1254637 2772653 36076 2152 741 21 2532 456 819 1092 21 49 54 62 41 118 1079 482 50 87 51 22 47 30 36 22 49 103 38 149 35
internal_value=0 60.2721 1009.68 -2549.67 2917.46 -2177.82 17968.3 -7689.82 -14943.3 68024.1 90613.5 1736 1885.99 11180 -22041.4 14357.4 33139.7 40183.2 3799.38 -1420.34 30368.2 13248.9 52271.5 78774.5 33460.9 70731.4 87390.4 -22156.9 -36070.2 -30251.7
internal_weight=0 1.30115e+06 46514 7883 3820 3079 547 4063 1911 91 70 38631 38390 2314 202 2112 760 684 1352 1130 222 164 77 58 84 202 152 241 187 76
internal_count=4073804 1301151 46514 7883 3820 3079 547 4063 1911 91 70 38631 38390 2314 202 2112 760 684 1352 1130 222 164 77 58 84 202 152 241 187 76
is_linear=0
shrinkage=0.1


Tree=3163
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 4 7 4 7 6 3 6 0 0 3 3 6 6 6 3 6 0 6 3 6 4 0 6
split_gain=7.01699e+11 8.82821e+12 1.47496e+13 4.33274e+13 2.57199e+13 3.01397e+13 2.26858e+13 3.72298e+13 6.04575e+13 3.00904e+13 3.10127e+13 2.03879e+13 2.19953e+13 1.82555e+13 1.31923e+13 1.29622e+13 1.27629e+13 1.23497e+13 1.18298e+13 7.08811e+13 2.59181e+13 1.40827e+13 1.23542e+13 1.17846e+13 1.04627e+13 1.01223e+13 1.00679e+13 8.76331e+12 2.08389e+13 2.10785e+13
threshold=82.968544750000021 82.965501500000016 55.039488700000007 55.030407050000001 55.029726000000004 18.500000000000004 55.061158000000006 17.500000000000004 6.0000000000000009 19.500000000000004 6.0000000000000009 60.305000000000007 4.5000000000000009 57.995000000000012 55.050541250000002 55.050541250000002 1.5000000000000002 9.5000000000000018 67.91500000000002 80.720000000000013 59.505000000000003 4.5000000000000009 44.820000000000007 55.046782850000007 75.605000000000004 14.500000000000002 46.010000000000012 13.500000000000002 54.94428030000001 58.045000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 11 -9 24 15 14 -5 -13 -4 -8 -14 20 21 22 -20 -12 -23 -11 27 -10 28 29 -3
right_child=-2 2 6 13 -6 -7 16 9 26 10 18 12 17 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0183686600870403 -100.66402476097591 4906.2889758747087 40527.122915852873 -12474.839610274716 30981.469302568803 -19832.442561067612 18221.640095552884 -34350.473646799728 41118.762779017859 -32208.276019712936 10507.396836241489 71299.195618206519 -30840.830777815936 -48362.460155378067 12819.529109734573 7154.4869841202444 -2934.9167558016215 29910.009298780493 32439.46979166667 -705.68717794215434 -14353.227739564463 168266.61040039064 44205.824097343117 87799.052148437506 -118321.0123511905 11126.404018752562 109690.32597012362 -2171.3473389841402 -251.31777701608382 23362.79829032303
leaf_weight=3450934 591866 5060 420 386 289 677 325 192 28 43 514 46 182 224 239 161 2325 41 27 282 414 28 138 52 21 1058 91 5969 11067 705
leaf_count=3450934 591866 5060 420 386 289 677 325 192 28 43 514 46 182 224 239 161 2325 41 27 282 414 28 138 52 21 1058 91 5969 11067 705
internal_value=0 17.111 1697.02 676.423 1323.4 974.065 6358.33 12439.6 25880.2 2950.24 7665.01 18485 3852.18 -25653.2 22258.4 31279.3 -340.245 -19671.4 10661.8 25588.4 5214.79 94886.7 17639.9 115963 -60464 1564.45 93555.8 1120.76 2288.22 7163.33
internal_weight=0 3.48194e+06 31004 25435 24825 24536 5569 2919 1208 1711 1519 1089 508 610 285 581 2650 223 1455 389 1066 107 652 80 64 23859 119 22801 16832 5765
internal_count=4073804 3481938 31004 25435 24825 24536 5569 2919 1208 1711 1519 1089 508 610 285 581 2650 223 1455 389 1066 107 652 80 64 23859 119 22801 16832 5765
is_linear=0
shrinkage=0.1


Tree=3164
num_leaves=31
num_cat=0
split_feature=6 1 5 4 3 6 3 0 0 6 6 6 5 0 6 4 3 0 1 6 1 3 1 4 1 3 7 6 6 6
split_gain=6.724e+11 3.96033e+12 7.61548e+12 1.25893e+13 1.70637e+13 1.0431e+13 9.89042e+12 9.57251e+12 1.67635e+13 2.42998e+13 3.33574e+13 2.08644e+13 1.37274e+13 4.05436e+13 2.21476e+13 3.63331e+13 4.89948e+13 2.59105e+13 2.71137e+13 2.324e+13 1.73487e+13 1.70778e+13 1.62122e+13 3.62581e+13 1.60773e+13 2.83435e+13 5.05601e+13 2.69544e+13 1.57626e+13 1.55529e+13
threshold=102.04000000000001 82.948524700000021 2.5000000000000004 12.500000000000002 16.500000000000004 247.90000000000001 3.5000000000000004 53.310923100000004 53.244414800000008 118.04500000000002 142.05000000000004 108.05000000000001 3.5000000000000004 54.810424650000009 120.05000000000001 4.5000000000000009 2.5000000000000004 55.061158000000006 82.975438000000011 138.05000000000004 83.050033500000012 7.5000000000000009 92.90968070000001 16.500000000000004 82.956351500000011 13.500000000000002 6.0000000000000009 122.65000000000002 118.04500000000002 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -4 11 -11 -10 13 -9 15 16 -14 -17 -19 21 -21 -16 23 -22 25 27 -27 28 -15 -26
right_child=1 2 7 4 -6 -7 -8 12 9 10 -12 -13 14 24 19 17 -18 18 -20 20 22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=6.6819232638281338 -58.53844072589682 16712.255945390109 1866.8804367290018 98734.326440972218 -17619.45731201172 14714.117409446024 -23477.66714483465 -30218.043403085165 68995.386057692318 191311.96443452383 16991.208797554351 -50784.989512310611 10009.68518213479 -29005.908945198946 -11160.785025929748 15334.469225858167 133083.97063494989 -47191.819356728833 189.09460558568756 -9750.2835445824549 9067.2116850494804 -44244.447881184897 -34003.991218171301 122702.3721713362 -3539.7574739615216 144474.98460648148 -45684.04795258621 -137605.15511363637 56501.644361413055 18811.467147058138
leaf_weight=3966508 97876 151 1172 45 32 22 103 706 26 21 23 33 83 344 509 904 53 155 547 1007 884 225 81 29 1787 27 29 22 23 377
leaf_count=3966508 97876 151 1172 45 32 22 103 706 26 21 23 33 83 344 509 904 53 155 547 1007 884 225 81 29 1787 27 29 22 23 377
internal_value=0 -247.017 -2205.35 12204.8 42453.9 71145.6 414.767 -2766.37 5266.12 43944.9 100190 1999.58 -4080.72 -8958.49 -468.974 8344.04 57972.5 4141.38 -10272.5 -6082.24 -499.288 -21302.2 8872.7 12676.7 -3205.61 -20516.5 45999.8 -30092.1 -23647.1 354.148
internal_weight=0 107296 9420 353 99 67 254 9067 1275 103 44 59 7792 3315 4477 1742 136 1606 702 2735 2001 734 994 913 2609 445 56 389 367 2164
internal_count=4073804 107296 9420 353 99 67 254 9067 1275 103 44 59 7792 3315 4477 1742 136 1606 702 2735 2001 734 994 913 2609 445 56 389 367 2164
is_linear=0
shrinkage=0.1


Tree=3165
num_leaves=31
num_cat=0
split_feature=0 0 1 4 7 6 1 1 4 1 0 6 4 4 1 6 5 6 4 1 1 1 4 1 5 6 6 5 1 1
split_gain=6.29492e+11 2.00398e+13 2.44636e+13 2.54088e+13 4.48102e+13 3.7393e+13 2.86496e+13 4.08152e+13 2.49338e+13 3.51868e+13 2.3475e+13 2.75081e+13 2.24737e+13 2.0717e+13 2.12631e+13 1.96449e+13 1.86216e+13 3.11571e+13 6.4697e+13 2.4069e+13 2.28137e+13 2.26678e+13 1.72752e+13 2.098e+13 2.05787e+13 1.66336e+13 1.63862e+13 1.61344e+13 1.58923e+13 1.6367e+13
threshold=56.760749800000006 56.791379400000004 61.273924650000005 17.500000000000004 6.0000000000000009 82.905000000000015 60.549354600000008 60.571186450000006 28.500000000000004 60.770858000000011 56.782540950000005 59.025000000000013 25.500000000000004 25.500000000000004 60.516422150000004 49.010000000000012 2.5000000000000004 58.605000000000011 5.5000000000000009 60.549354600000008 52.419561900000012 60.605526900000008 5.5000000000000009 59.999510900000011 3.5000000000000004 114.05000000000001 74.015000000000015 2.5000000000000004 60.636764050000004 60.605526900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 -8 9 10 11 -9 -12 14 -5 -16 17 -2 -19 20 -18 -21 23 -22 -25 27 -20 -7 29 -28
right_child=1 -3 -4 4 6 25 7 8 -10 -11 12 -13 -14 -15 15 -17 19 18 26 21 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-20.686715198016259 5273.0899170785224 -15.042548393409803 -18218.616523720641 13470.096219974539 14767.819755697714 -104726.9337962963 -35605.531488178116 14422.675246770332 -14279.045205138016 -7141.3432025983675 17941.660552623664 -28662.081014361785 54533.761464271898 14411.573318398216 -3400.477456475096 -19898.492861332787 -31044.74613780756 32715.536608761962 -11254.437459209834 -12685.775083085753 12904.933253776582 9683.7563237365684 14861.46497973789 43959.081842098778 131966.22113415948 -92481.696811224494 -31542.013333629264 -24351.511709842169 -11757.095641171036 -111452.03234456381
leaf_weight=3190275 13313 853235 554 382 1858 27 303 564 693 1079 688 201 222 440 1446 1441 87 344 1774 603 241 1821 1289 317 29 49 55 333 93 48
leaf_count=3190275 13313 853235 554 382 1858 27 303 564 693 1079 688 201 222 440 1446 1441 87 344 1774 603 241 1821 1289 317 29 49 55 333 93 48
internal_value=0 74.6963 2602.2 2990.06 -1202.91 -9123.95 4613.57 -417.519 2675.6 6941.96 16014.1 3102.37 26868.5 -5959.6 -8701.51 -11635.2 5027.67 3411.5 -7298.68 10784.7 19015.6 4119.06 21337.2 35557.3 51335.4 -37819.8 -14285.9 -30379.7 -41724.1 -68781.6
internal_weight=0 883529 30294 29740 9726 4118 5608 3750 3447 2754 1675 765 910 3709 3269 2887 20014 15627 2314 4387 1963 2424 1876 587 346 409 1970 360 196 103
internal_count=4073804 883529 30294 29740 9726 4118 5608 3750 3447 2754 1675 765 910 3709 3269 2887 20014 15627 2314 4387 1963 2424 1876 587 346 409 1970 360 196 103
is_linear=0
shrinkage=0.1


Tree=3166
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 0 4 7 4 4 1 4 4 0 1 3 6 1 6 6 6 4 6 5 6 4 6 6 1 6
split_gain=6.22261e+11 7.00544e+12 5.34628e+13 4.941e+13 5.63147e+13 2.32583e+14 7.78426e+13 9.71274e+13 4.17826e+13 3.81107e+13 3.60474e+13 3.71255e+13 3.27244e+13 3.26064e+13 3.21879e+13 3.20404e+13 4.69324e+13 3.77483e+13 3.29315e+13 3.08025e+13 5.20536e+13 3.05579e+13 3.29073e+13 3.06149e+13 2.88138e+13 7.03295e+13 2.93652e+13 2.78296e+13 3.0932e+13 2.78207e+13
threshold=55.046782850000007 55.030407050000001 9651.0000000000018 82.93515810000001 13.500000000000002 55.034466500000008 15.500000000000002 6.0000000000000009 17.500000000000004 11.500000000000002 82.981285100000022 4.5000000000000009 9.5000000000000018 55.039488700000007 82.911604200000014 1.5000000000000002 66.010000000000005 83.011163250000024 104.01000000000001 66.010000000000005 62.995000000000012 5.5000000000000009 96.050000000000011 3.5000000000000004 138.05000000000004 12.500000000000002 130.05000000000004 82.905000000000015 61.335446300000008 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 27 4 9 6 7 -6 -8 21 11 -5 13 19 -11 16 17 -14 -17 20 -12 22 -4 -24 26 -26 -13 -3 -29 -10
right_child=-2 2 3 10 5 -7 8 -9 29 14 12 24 15 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.4352062624499284 -35.763834313038039 -12434.029883430259 -106.17649425286993 -41457.283260739234 64504.956788793104 6497.0860520152546 -8609.0087011718751 339680.30706521741 54088.240225474692 -26269.203848249264 17519.479056361914 -2625.7004301354027 14367.320659125029 1102.7412301939191 33331.216394981973 1703.4653333497729 28355.490551860392 -27174.596179999342 130137.36957031251 51820.977352750575 -21970.625719504384 8916.7904274670982 -103103.99687500001 9839.3567382812507 185421.75546875002 -6513.8215234375002 -89474.711638621811 -32511.716548295455 -182498.40468750001 102570.37616031805
leaf_weight=1794043 2217197 2081 6271 248 29 4598 80 23 395 704 2854 22212 268 3007 104 11154 238 1190 20 217 378 6033 60 40 28 60 39 44 20 169
leaf_count=1794043 2217197 2081 6271 248 29 4598 80 23 395 704 2854 22212 268 3007 104 11154 238 1190 20 217 378 6033 60 40 28 60 39 44 20 169
internal_value=0 42.7099 1082.9 1633.69 5937.36 14651.9 68525.6 186217 59022.6 2445.46 -266.522 -2979.24 2903.93 8713.88 -18597.9 -10.53 -12817.6 -19538.6 1933.35 15349.6 12900.9 3816.23 -1013.73 -57926.7 -2552.07 54556.6 -2777.92 -14431.6 -79382.6 68615.7
internal_weight=0 1.85661e+06 62564 60419 18506 5294 696 52 644 13212 41913 22587 19326 6456 808 12870 1696 1458 11174 3449 3232 12404 6371 100 22339 88 22251 2145 64 564
internal_count=4073804 1856607 62564 60419 18506 5294 696 52 644 13212 41913 22587 19326 6456 808 12870 1696 1458 11174 3449 3232 12404 6371 100 22339 88 22251 2145 64 564
is_linear=0
shrinkage=0.1


Tree=3167
num_leaves=31
num_cat=0
split_feature=6 1 1 1 0 0 0 3 0 3 0 3 4 3 5 6 6 4 4 0 4 0 3 6 3 1 6 3 6 3
split_gain=6.56496e+11 6.7988e+12 1.16554e+13 2.28646e+13 4.83159e+13 2.17849e+13 8.80745e+13 7.72371e+13 9.52692e+13 7.12497e+13 6.62107e+13 6.11756e+13 5.43557e+13 5.25912e+13 8.04839e+13 5.81264e+13 3.99598e+13 3.50618e+13 3.31058e+13 6.53957e+13 6.14674e+13 3.30834e+13 5.75687e+13 4.60051e+13 3.50593e+13 6.5638e+13 3.29814e+13 3.16298e+13 2.89996e+13 3.61661e+13
threshold=110.01500000000001 37.957884500000006 38.965413050000002 38.999037500000007 45.015054600000006 45.053967500000006 45.059854000000009 8.5000000000000018 45.055912800000009 9.5000000000000018 45.040161900000008 3.5000000000000004 4.5000000000000009 10.500000000000002 3.5000000000000004 130.05000000000004 128.05000000000004 15.500000000000002 12.500000000000002 45.067157700000003 3.5000000000000004 45.090603300000005 8.5000000000000018 142.05000000000004 10.500000000000002 38.97264950000001 128.05000000000004 1.5000000000000002 134.05000000000004 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 -3 4 -4 9 7 8 -7 10 27 26 -12 14 -11 -16 18 -9 20 -20 -8 22 -18 -24 -25 -26 -10 -6 29 -14
right_child=1 2 3 -5 5 6 16 17 11 13 12 -13 28 -15 15 -17 21 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=5.4468571825250809 1360.9701475159693 -5787.6896114131087 -128183.76525000001 -858.01934636223382 92886.184330357151 311462.27670454548 -11706.262870762714 -118748.10906250001 68227.88665865385 15961.587715174788 75502.985529891317 138363.71208556378 -200395.68077651516 15280.093614535439 97338.765569196432 320548.54312500003 -114908.51550886825 36248.070543981485 47213.042871093756 -97891.809535725915 123197.00098027097 28106.980822618272 -138899.40535714288 108590.69801136365 132912.78645833334 -77150.017260263485 -102581.49771484376 -5527.4005096685696 -4997.4874289772733 -79201.996521121939
leaf_weight=4000160 18534 4404 25 48677 35 22 59 20 26 59 23 81 33 401 28 20 74 54 88 48 79 90 21 33 21 51 20 488 33 97
leaf_count=4000160 18534 4404 25 48677 35 22 59 20 26 59 23 81 33 401 28 20 74 54 88 48 79 90 21 33 21 51 20 488 33 97
internal_value=0 -295.86 -853.067 -424.477 9976.48 11700 24665.5 77867.1 119342 3315.66 -17165.5 86061.1 -68408.6 31900.6 94188.7 190343 3630.06 -5642.79 31014 -4000.43 65521 -22243 -44900.5 -3784.74 23238.2 -15881.7 -6037.06 1058.59 -88715.1 -109967
internal_weight=0 73644 55110 50706 2029 2004 787 223 149 1217 709 127 186 508 107 48 564 74 274 136 138 290 200 126 105 72 46 523 163 130
internal_count=4073804 73644 55110 50706 2029 2004 787 223 149 1217 709 127 186 508 107 48 564 74 274 136 138 290 200 126 105 72 46 523 163 130
is_linear=0
shrinkage=0.1


Tree=3168
num_leaves=31
num_cat=0
split_feature=6 1 1 5 1 3 1 1 1 0 4 5 1 3 5 1 1 4 0 3 1 1 0 2 3 5 0 4 0 0
split_gain=7.0895e+11 1.51331e+12 7.87339e+12 8.18335e+12 3.15662e+12 1.18052e+13 2.72849e+12 1.69319e+12 2.27726e+12 4.518e+12 1.3232e+13 1.96079e+12 3.31216e+12 2.44781e+12 8.54257e+12 6.31775e+12 6.2391e+12 6.80672e+12 6.43947e+12 4.6429e+12 1.13213e+13 2.87236e+12 5.19992e+12 2.54801e+12 1.16798e+13 1.42807e+13 1.26229e+13 9.69381e+12 1.36655e+13 1.1301e+13
threshold=247.90000000000001 30.277905650000005 30.205407000000005 2.5000000000000004 30.389265100000003 5.5000000000000009 30.452677500000004 37.131181300000009 37.425454150000007 55.728148450000006 11.500000000000002 7.5000000000000009 37.488790500000007 13.500000000000002 3.5000000000000004 50.136929700000003 38.958307950000012 19.500000000000004 45.125532050000011 11.500000000000002 50.213874250000011 37.702956500000006 55.743464250000009 2882.5000000000005 9.5000000000000018 2.5000000000000004 44.249882500000005 8.5000000000000018 56.342669500000007 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 -9 12 -10 19 15 -15 -16 18 -18 21 -21 22 -14 24 26 -26 -23 -28 29 -29
right_child=1 4 -4 -5 6 -7 7 8 11 -11 -12 -13 13 14 16 -17 17 -19 -20 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.1683626652177521 -28658.996238550651 65479.537852822585 -62919.31590909091 48602.152223557699 -32168.144563802081 -31626.838318452381 14751.436300436655 52340.865096028647 41548.88651413691 -55393.262016369059 -53802.470256241504 -21188.233361486487 -6005.2746916118422 -65187.018564967104 34504.564835258156 4249.6016992187497 -28769.004266826927 -53810.124098557688 38714.083467741933 75442.573270089284 -17141.867421875002 -61673.980259146345 45343.264272103661 3189.7991866028265 -20853.001598059614 81794.235842803027 2915.2676405122984 -26310.06360734149 41420.8965013587 -105630.08661684784
leaf_weight=4070611 29 31 22 26 24 21 96 24 21 21 23 37 38 38 46 20 26 26 31 28 25 41 41 1839 23 33 435 82 23 23
leaf_count=4070611 29 31 22 26 24 21 96 24 21 21 23 37 38 38 46 20 26 26 31 28 25 41 41 1839 23 33 435 82 23 23
internal_value=0 1489.49 -12359.5 7864.46 1831.72 26263.5 1417.08 1682.22 1256.05 -16831.4 398.382 1683.71 1981.8 1686.94 -9368.05 -41243.4 4963.48 -11408.7 7932.32 2472.68 31770.7 1870.36 20644 1276.87 -4053.24 39635.5 -8103.85 -4202.66 -28392.5 -43684.9
internal_weight=0 3193 77 55 3116 52 3064 3040 2944 68 47 2876 2839 2818 187 58 129 83 57 2631 53 2578 79 2499 660 56 604 563 128 105
internal_count=4073804 3193 77 55 3116 52 3064 3040 2944 68 47 2876 2839 2818 187 58 129 83 57 2631 53 2578 79 2499 660 56 604 563 128 105
is_linear=0
shrinkage=0.1


Tree=3169
num_leaves=31
num_cat=0
split_feature=7 4 4 0 0 2 0 1 1 1 0 0 1 1 0 0 0 0 3 2 6 6 6 6 1 6 6 6 3 5
split_gain=6.32485e+11 2.11272e+13 3.07788e+13 4.3959e+13 9.49385e+13 6.01529e+13 5.62228e+13 5.44795e+13 1.49031e+14 1.02676e+14 7.01633e+13 1.15735e+14 6.72705e+13 9.14639e+13 1.12198e+14 1.55676e+14 8.71035e+13 4.75108e+13 4.39924e+13 4.30025e+13 4.21857e+13 7.59392e+13 1.67213e+14 1.08678e+14 7.41011e+13 6.79494e+13 6.41851e+13 4.85787e+13 1.16038e+14 3.86724e+13
threshold=6.0000000000000009 8.5000000000000018 7.5000000000000009 55.768246800000007 55.79439725000001 2200.0000000000005 55.390026600000006 30.323041000000003 30.438492500000006 30.370944000000005 59.950512650000007 59.91832440000001 30.277905650000005 30.303340300000002 59.898927250000007 59.864072000000007 59.838047850000002 59.905532300000012 6.5000000000000009 75.000000000000014 36.605000000000011 52.610000000000007 63.855000000000011 67.00500000000001 30.315889700000003 68.00500000000001 71.715000000000018 59.245000000000012 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 5 19 6 -4 12 9 10 11 17 16 -14 15 -15 -6 -9 -13 -5 -16 -22 24 -24 27 -25 -27 -23 -29 -11
right_child=1 -3 3 4 7 -7 -8 8 -10 29 -12 18 13 14 20 -17 -18 -19 -20 -21 21 22 23 25 -26 26 -28 28 -30 -31
leaf_value=24.64024656598826 -559.47565094516335 68.685854953944499 75705.505271939706 56417.582812500004 27172.55398368997 -2894.1371536582624 12660.316586594627 -41788.915138551441 -7177.239606436422 -154738.53523470889 -121079.27516942772 29338.919174009381 47002.873213840969 -81616.328970191593 -79533.546262668926 143598.26992187501 -21012.558986125649 -181600.04819711539 182078.31846590911 -56610.319044824551 33777.012167672867 -169110.21183878582 194729.30869791668 -155063.67760416667 -25528.596876723175 83815.247460937506 -4243.8097175719249 -243019.13177083337 23630.054580269611 -42876.745205543157
leaf_weight=2928567 78015 1046821 163 36 474 7263 1070 373 5866 117 83 132 596 42 74 114 1799 26 22 518 427 96 30 27 149 94 693 24 51 42
leaf_count=2928567 78015 1046821 163 36 474 7263 1070 373 5866 117 83 132 596 42 74 114 1799 26 22 518 427 96 30 27 149 94 693 24 51 42
internal_value=0 -63.0093 -1463.81 -4922.06 -8843.45 572.789 20994.8 -6870.6 -12683.8 -53314.7 -35345.9 -22478.1 1385.65 12999.8 1870.83 82963.6 -10964.3 -50899.4 51158.8 -49265.5 -5727.05 -2294.19 -15526.5 7811.41 -77080.2 922.548 6274.04 -121999 -61697.7 -125190
internal_weight=0 1.14524e+06 98416 20401 11905 8496 1233 11351 6661 795 636 553 4690 2417 1821 156 2273 399 154 554 1665 1591 1164 844 320 814 787 171 75 159
internal_count=4073804 1145237 98416 20401 11905 8496 1233 11351 6661 795 636 553 4690 2417 1821 156 2273 399 154 554 1665 1591 1164 844 320 814 787 171 75 159
is_linear=0
shrinkage=0.1


Tree=3170
num_leaves=31
num_cat=0
split_feature=1 4 5 4 2 0 0 1 6 7 1 6 0 0 0 4 1 6 3 6 2 1 3 6 6 0 6 2 0 1
split_gain=6.35798e+11 8.71692e+12 1.0799e+13 9.33592e+12 2.16839e+13 1.57982e+13 3.42278e+13 4.04263e+13 3.18886e+13 1.91414e+13 1.89552e+13 1.86896e+13 1.99895e+13 1.64599e+13 1.73155e+13 1.65066e+13 1.56803e+13 1.69327e+13 1.40539e+13 1.40096e+13 1.26331e+13 1.22693e+13 1.15621e+13 1.8984e+13 8.91906e+13 1.1361e+13 1.09895e+13 1.09411e+13 2.65559e+13 1.34294e+13
threshold=82.968544750000021 16.500000000000004 4.5000000000000009 14.500000000000002 2851.5000000000005 54.998919050000005 55.071632200000003 83.050033500000012 110.01500000000001 6.0000000000000009 82.981285100000022 120.05000000000001 56.020150250000007 55.988910100000005 55.579943700000008 15.500000000000002 83.754481100000007 38.010000000000012 8.5000000000000018 69.605000000000004 5325.0000000000009 92.791023150000015 7.5000000000000009 77.565000000000012 79.710000000000022 53.379556850000007 38.205000000000005 3658.0000000000005 56.006509350000009 92.90968070000001
decision_type=2 2 2 2 2 2 2 2 2 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 19 16 10 -8 9 27 -7 -10 -13 14 -11 -15 17 -6 22 -5 -20 -16 -18 -24 -25 26 -22 -9 29 -29
right_child=1 2 -4 4 5 6 7 8 11 13 -12 12 -14 15 21 -17 18 -19 20 -21 25 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=16.287737938512546 -70.693880546292903 -1493.8662124222064 50488.722812500004 21008.186026589916 6609.8975695466352 -15146.015571777345 -17730.267607817103 -13533.380467529299 -127682.00315624999 9833.9020086517339 16869.103846820901 -68034.02297141336 42561.226577524038 29686.017757281137 91957.319371665406 3425.0203612271139 1461.9525363633097 -5973.9268884683397 65576.548534851085 102881.09498106061 -9303.8148225604364 33514.245661368535 -4143.1556560991148 -174140.73486842107 29106.204359374999 -56850.541571514426 12544.549766632743 22946.621667086696 -3139.9661111679079 -20361.488492832184
leaf_weight=3481938 525960 44153 40 57 1314 200 976 515 25 400 2455 44 26 272 41 1994 1861 5742 40 33 265 290 233 38 50 26 1754 682 2300 80
leaf_count=3481938 525960 44153 40 57 1314 200 976 515 25 400 2455 44 26 272 41 1994 1861 5742 40 33 265 290 233 38 50 26 1754 682 2300 80
internal_value=0 -95.8205 -1446.82 13.1944 2045.24 1841.37 4675.42 1278.27 4060.15 4891.4 14457.4 -53462.7 -26955.8 10786.5 23834.4 6577.27 -736.643 -3630.51 4048.72 51028.3 9919.7 40753.4 -1561.27 -19088.5 -58659.5 8831.06 9676.88 -47.7876 2220.36 18399.8
internal_weight=0 591866 44193 547673 21713 21623 10300 7645 6669 6574 2655 95 70 2997 731 2266 11323 7056 4267 90 2085 331 2182 321 88 2045 2019 3577 3062 762
internal_count=4073804 591866 44193 547673 21713 21623 10300 7645 6669 6574 2655 95 70 2997 731 2266 11323 7056 4267 90 2085 331 2182 321 88 2045 2019 3577 3062 762
is_linear=0
shrinkage=0.1


Tree=3171
num_leaves=31
num_cat=0
split_feature=2 6 6 3 0 1 1 0 6 3 7 0 3 6 3 0 1 0 1 1 4 0 5 6 7 5 4 6 6 4
split_gain=5.95915e+11 8.3409e+11 7.18394e+11 1.33669e+12 6.18161e+11 8.30975e+12 2.66395e+13 6.59309e+13 7.58396e+13 6.25401e+13 4.01231e+13 5.07632e+13 3.72078e+13 2.98352e+13 2.8848e+13 2.79473e+13 6.24326e+13 6.34179e+13 5.86038e+13 4.83004e+13 1.54322e+14 1.45733e+14 1.62872e+14 7.79183e+13 7.55118e+13 8.25708e+13 6.55794e+13 7.40978e+13 5.89873e+13 5.49149e+13
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 59.91832440000001 30.410676000000006 30.370944000000005 59.905532300000012 95.045000000000016 11.500000000000002 6.0000000000000009 59.864072000000007 14.500000000000002 56.010000000000012 3.5000000000000004 59.882709350000006 30.330566300000005 59.905532300000012 30.362494150000003 30.315889700000003 8.5000000000000018 59.905532300000012 1.5000000000000002 81.705000000000013 6.0000000000000009 2.5000000000000004 5.5000000000000009 83.010000000000005 69.015000000000015 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=4 2 3 -2 5 6 15 8 10 -10 -8 13 -11 -12 -9 -1 19 -18 -19 29 24 -22 -23 28 26 -26 27 -21 -24 -17
right_child=1 -3 -4 -5 -6 -7 7 14 9 12 11 -13 -14 -15 -16 16 17 18 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=263.60442376531188 11585.71430027174 7880.0524376502408 -28608.546135602679 -19818.559676846591 145.66580086337271 18.441848921433497 -3413.0614158629978 -54790.587103949656 59482.952185990456 -132759.47751116072 -6796.2535615080014 -177168.62421875002 10222.563082181492 -30896.524308077707 -198164.06480978263 4790.7850851139556 -29417.815832184897 -5713.9923404645206 104098.25696875001 12751.9639333702 12731.814088562331 22149.35732561956 149470.49518841913 60476.006876866966 -9842.1660230364123 56084.698721018147 -59541.220052253237 -67902.199249850717 303720.87752232142 -11193.803899593717
leaf_weight=108003 23 26 21 33 272558 3663303 9672 36 306 28 1202 20 52 897 23 3408 1753 1734 50 415 2294 244 85 68 812 248 479 157 35 5819
leaf_count=108003 23 26 21 33 272558 3663303 9672 36 306 28 1202 20 52 897 23 3408 1753 1734 50 415 2294 244 85 68 812 248 479 157 35 5819
internal_value=0 -7606.21 -12835.3 -6920.38 0.192314 -10.2387 -772.468 -5226.54 -4715.59 38901.8 -6143.48 -18606.3 -39821.2 -17095.4 -110682 -338.565 -4033.59 -15909.7 -2636.29 -1046.83 7047.17 22765.5 76046.4 145998 -13250.4 5582.23 -32244.4 -9385.63 194460 -5289.88
internal_weight=0 103 77 56 4.0737e+06 3.80114e+06 137840 12236 12177 386 11791 2119 80 2099 59 125604 17601 3537 1784 14064 4837 2726 432 188 2111 1060 1051 572 120 9227
internal_count=4073804 103 77 56 4073701 3801143 137840 12236 12177 386 11791 2119 80 2099 59 125604 17601 3537 1784 14064 4837 2726 432 188 2111 1060 1051 572 120 9227
is_linear=0
shrinkage=0.1


Tree=3172
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 6 0 4 6 6 1 1 6 4 1 6 4 6 5 4 0 1 4 1 4 6 5 5 3
split_gain=7.25006e+11 1.61012e+13 2.04497e+13 4.41801e+13 2.5058e+13 2.40636e+13 2.17811e+13 2.06004e+13 2.64395e+13 2.07516e+13 1.87528e+13 1.69413e+13 1.60357e+13 1.59109e+13 2.6569e+13 2.58176e+13 3.30686e+13 6.09418e+13 2.52557e+13 2.3209e+13 1.66668e+13 1.59086e+13 1.32124e+13 1.78866e+13 1.39189e+13 2.30251e+13 1.31124e+13 1.26349e+13 1.15349e+13 1.14554e+13
threshold=56.760749800000006 56.791379400000004 60.549354600000008 60.605526900000008 79.710000000000022 60.770858000000011 78.010000000000005 56.782540950000005 4.5000000000000009 104.01000000000001 138.05000000000004 52.419561900000012 60.307188350000011 42.005000000000003 10.500000000000002 60.66055595000001 68.515000000000015 5.5000000000000009 74.615000000000009 2.5000000000000004 19.500000000000004 56.782540950000005 60.571186450000006 18.500000000000004 60.590708550000009 15.500000000000002 29.015000000000004 2.5000000000000004 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 7 4 22 13 -7 9 12 11 26 -2 -9 21 15 -15 29 -18 19 20 -16 -5 23 -4 25 -24 -10 -20 -13 -17
right_child=1 -3 3 5 -6 6 -8 8 10 -11 -12 28 -14 14 18 16 17 -19 27 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-22.200711667496478 -14383.941114012758 -0.27513646331602676 -3124.1521914307009 6083.4730141185073 -36754.807262136128 -2828.7378041155675 -55275.462046682107 -2167.8261358949148 -15972.81965524314 63417.46912082981 -69139.766791735194 8703.7266119295728 30018.044275515011 2317.0425480897666 -11397.141627030447 30794.611434659091 114637.525765625 15003.194801800806 -49522.154987831724 28292.720903192054 5730.7659333743813 20624.534853493489 -17673.962049768328 -35538.143879152529 -7166.7708801149456 25715.000651715964 2177.6521753696757 -14317.30281154904 21472.570519414498 3395.1790378432679
leaf_weight=3190275 267 853235 338 2148 303 3534 81 219 419 74 38 3085 528 1645 1083 220 100 159 126 276 1195 1158 188 343 2518 350 7949 534 918 498
leaf_count=3190275 267 853235 338 2148 303 3534 81 219 419 74 38 3085 528 1645 1083 220 100 159 126 276 1195 1158 188 343 2518 350 7949 534 918 498
internal_value=0 80.1631 2345.72 16.7251 -9096.69 2902.84 -4003.89 5244.14 2552.72 10915.1 950.539 10005.2 20582 5633.96 2494.02 9964.31 22840.2 53472 -3600.27 906.011 -2412.13 11176.8 -6854.14 -19450.1 -4047.25 10553.1 1268.83 -21038.2 11632 11790.5
internal_weight=0 883529 30294 16797 4040 12757 3615 13497 9153 4344 8406 4270 747 9142 5836 2622 977 259 3214 2554 2278 3306 3737 681 3056 538 8368 660 4003 718
internal_count=4073804 883529 30294 16797 4040 12757 3615 13497 9153 4344 8406 4270 747 9142 5836 2622 977 259 3214 2554 2278 3306 3737 681 3056 538 8368 660 4003 718
is_linear=0
shrinkage=0.1


Tree=3173
num_leaves=31
num_cat=0
split_feature=0 0 2 6 6 1 1 1 1 0 1 4 2 1 6 6 5 4 4 1 1 1 4 1 1 6 6 4 1 4
split_gain=6.48853e+11 9.05812e+12 2.82728e+13 2.39643e+13 2.07252e+13 1.98277e+13 1.87112e+13 1.6413e+13 3.88734e+13 1.60368e+13 4.00494e+13 1.46147e+13 1.22283e+13 1.20586e+13 2.16543e+13 2.25165e+13 1.15593e+13 1.09375e+13 1.57485e+13 1.37449e+13 3.44953e+13 4.53373e+13 4.20079e+13 2.13825e+13 3.95038e+13 2.03285e+13 1.83818e+13 1.54181e+13 1.90461e+13 1.36729e+13
threshold=59.699368850000006 58.08467765000001 5719.5000000000009 122.65000000000002 112.00500000000001 30.624707450000006 94.478249850000012 59.999510900000011 60.770858000000011 58.603553700000006 33.882313700000005 5.5000000000000009 2599.0000000000005 39.843340650000009 125.02000000000002 149.05000000000004 2.5000000000000004 16.500000000000004 22.500000000000004 39.105193450000009 30.624707450000006 30.438492500000006 3.5000000000000004 39.939672500000007 45.71452080000001 66.50500000000001 64.405000000000015 4.5000000000000009 37.873748150000004 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 5 6 -4 17 9 -9 10 -7 -10 -6 14 -14 -16 -11 19 -19 20 21 -3 25 -21 -25 -23 -26 28 29 -22
right_child=-2 2 3 -5 12 7 -8 8 11 16 -12 -13 13 -15 15 -17 -18 18 -20 23 27 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.76486315887092093 117.2687904509568 -1791.0759207621222 -47196.590002264493 102242.5825721154 19139.073575367649 18527.4536456522 -79052.424145507815 -23659.146040065971 11860.800455745981 12372.530889517746 -20395.449619380219 91807.17625732423 -81512.161454050161 -78866.815096507358 86739.839359375008 -41759.593496093752 32128.526663430606 -16773.880747814244 4806.1623881830828 10821.714728198542 -19946.206433344822 69684.671739783647 3166.4019678655659 -29233.214353241459 1100.6803766936664 197312.36318359376 -8550.2552619149265 -10211.96459021078 -7265.7402513525958 -59249.398377278645
leaf_weight=3620913 422851 5303 69 26 34 629 32 499 484 977 456 24 38 68 25 30 425 1156 478 1560 153 26 53 496 11749 24 2372 2383 261 210
leaf_count=3620913 422851 5303 69 26 34 629 32 499 484 977 456 24 38 68 25 30 425 1156 478 1560 153 26 53 496 11749 24 2372 2383 261 210
internal_value=0 -13.582 -1742.9 6585.64 -2872.96 5887.61 -2631.73 6935.92 -3835.07 11297.2 2169.07 15637.8 -35353.7 -46861.5 -23459.7 16649.2 18361.3 -2538.47 -10461 -2012.02 -5290.45 -514.791 65195.3 -307.048 -1494.77 130946 -520.453 -13876.2 -27869.4 -42683.6
internal_weight=0 3.65095e+06 30040 3589 26451 3563 26256 3494 1007 2487 1085 508 195 161 93 55 1402 26224 1634 24590 8413 5406 103 16177 14617 50 14121 3007 624 363
internal_count=4073804 3650953 30040 3589 26451 3563 26256 3494 1007 2487 1085 508 195 161 93 55 1402 26224 1634 24590 8413 5406 103 16177 14617 50 14121 3007 624 363
is_linear=0
shrinkage=0.1


Tree=3174
num_leaves=31
num_cat=0
split_feature=2 6 6 0 0 1 1 1 0 7 6 4 6 4 7 0 4 4 5 4 6 6 4 6 6 0 4 4 5 6
split_gain=8.47204e+11 9.20289e+11 1.866e+12 6.17794e+11 1.9403e+13 1.11874e+14 1.71908e+14 1.43316e+14 1.2751e+14 1.29018e+14 2.84338e+14 1.15768e+14 8.36355e+13 8.01138e+13 6.07318e+13 6.21442e+13 6.70659e+13 5.8375e+13 6.09361e+13 5.37293e+13 5.20076e+13 5.17047e+13 7.42117e+13 1.30589e+14 7.3191e+13 4.65066e+13 4.57692e+13 5.71159e+13 4.41217e+13 3.85398e+13
threshold=15792.500000000002 56.505000000000003 44.010000000000012 56.83050475000001 56.850115550000005 60.590708550000009 60.605526900000008 60.549354600000008 56.838524800000009 6.0000000000000009 52.330000000000005 17.500000000000004 50.010000000000012 5.5000000000000009 6.0000000000000009 56.838524800000009 5.5000000000000009 29.500000000000004 2.5000000000000004 34.500000000000007 73.995000000000019 63.005000000000003 9.5000000000000018 106.49500000000002 108.05000000000001 56.838524800000009 8.5000000000000018 9.5000000000000018 3.5000000000000004 39.810000000000009
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=3 2 -2 -1 5 7 8 -5 20 10 12 14 -10 -12 15 16 -9 18 -11 -13 -7 -18 23 -23 -24 -16 -15 -28 29 -8
right_child=1 -3 -4 4 -6 6 28 11 9 17 13 19 -14 26 25 -17 21 -19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-19.119222887258346 -17531.485786132813 -23814.201276041669 14592.60546875 3034.19834223616 -18.325905125790594 -23681.322322884411 -4729.0156079647595 6101.0067728919985 -10007.789746787988 -10629.470558280716 7571.8598991297467 72668.468042317181 -145594.19655172413 260006.15454545454 227699.664765625 -2534.2000360242364 21099.22222537479 27279.117907106523 -56833.24852627841 -38352.957978723403 -54462.044559744412 79729.218714702569 75914.671208965592 336556.45546875003 -21706.073996559633 60075.814271036783 19303.838989701704 134068.18071693979 -21114.857910611172 9251.1797107993207
leaf_weight=3267182 40 30 33 9648 776202 2331 2609 800 211 1336 79 601 58 22 20 1176 444 301 363 47 718 83 260 26 109 96 55 205 644 8075
leaf_count=3267182 40 30 33 9648 776202 2331 2609 800 211 1336 79 601 58 22 20 1176 444 301 363 47 718 83 260 26 109 96 55 205 644 8075
internal_value=0 -9069.22 -3009.64 0.22931 78.6096 2560.44 -2813.56 9427.11 -17013.1 -879.29 38584 26270 -39242 96576.2 18025.8 15185.8 27287.3 -13310.2 -20501.1 64616 -30929.8 45670.2 68493.4 140991 47078.2 88976.5 121510 109791 4305.02 5837.26
internal_weight=0 103 73 4.0737e+06 806519 30317 17007 13310 5679 2630 630 3662 269 361 3014 2898 1722 2000 1699 648 3049 922 478 109 369 116 282 260 11328 10684
internal_count=4073804 103 73 4073701 806519 30317 17007 13310 5679 2630 630 3662 269 361 3014 2898 1722 2000 1699 648 3049 922 478 109 369 116 282 260 11328 10684
is_linear=0
shrinkage=0.1


Tree=3175
num_leaves=31
num_cat=0
split_feature=2 6 6 1 7 1 1 0 0 0 4 2 4 0 0 6 4 0 0 1 4 4 1 1 0 1 4 0 4 4
split_gain=6.86235e+11 7.49922e+11 1.63139e+12 6.62251e+11 6.98985e+12 2.13285e+13 2.89605e+13 3.34106e+13 5.17992e+13 3.21796e+13 3.53614e+13 2.76673e+13 3.03675e+13 2.9013e+13 3.09882e+13 2.45858e+13 1.93379e+13 1.9109e+13 3.26222e+13 4.34954e+13 3.28656e+13 3.5359e+13 3.10439e+13 4.49012e+13 6.39782e+13 5.69807e+13 1.21993e+14 1.38763e+14 1.00139e+14 9.22751e+13
threshold=15792.500000000002 56.205000000000005 44.010000000000012 50.298521650000005 6.0000000000000009 49.030112300000006 47.899251850000006 55.82518790000001 55.840017500000009 55.866549750000011 5.5000000000000009 4395.5000000000009 9.5000000000000018 56.638205000000006 56.685611200000004 106.49500000000002 11.500000000000002 54.431501800000014 51.659529100000007 50.136929700000003 10.500000000000002 12.500000000000002 37.858952300000006 37.740454950000007 55.922096200000006 37.71815560000001 17.500000000000004 55.806294650000005 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=3 2 -2 4 5 6 -1 -8 -9 10 15 12 -11 -13 -15 -10 -12 18 -6 20 -20 -22 23 25 -25 -19 -27 29 -29 -28
right_child=1 -3 -4 -5 17 -7 7 8 9 11 16 13 -14 14 -16 -17 -18 22 19 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=92.292479232683604 -15778.337388916018 -20872.237719726563 14784.790300529236 -50.120804139116842 25.28065445855745 1388.4006715160797 2363.9514850965957 -31068.102628794604 -2818.2558643868792 17540.632963786466 -22213.854945026353 -7817.4017855238508 -5275.5921473671642 10668.171706961724 -18905.906384730504 -92182.451151398694 -5976.0420059161761 -69.284634907717589 12241.623924334708 -5334.1572275296376 -21379.164156356564 4127.1016359709411 -1895.9866675286937 3302.1520810488983 29557.926842142639 -16146.760006154798 79179.153528743016 90469.691415899841 18344.636089099029 -4547.0504264735273
leaf_weight=1666496 40 32 31 1592524 138355 126106 7553 761 4465 1482 2281 5270 962 1991 431 31 1081 330915 5342 4562 559 19611 128535 17841 979 6927 134 253 805 7449
leaf_count=1666496 40 32 31 1592524 138355 126106 7553 761 4465 1482 2281 5270 962 1991 431 31 1081 330915 5342 4562 559 19611 128535 17841 979 6927 134 253 805 7449
internal_value=0 -8162.3 -2433.87 0.206376 32.5085 133.787 40.3238 -3251.66 -5513.18 -4432.41 -9235.31 -708.931 8559.78 -3653.9 5405.4 -3434.42 -16992.8 -245.651 674.134 3659.17 5267.34 3420.21 -559.354 -89.0486 4667.95 -347.436 -6259.85 1665.93 35591.9 -3067.52
internal_weight=0 103 71 4.0737e+06 2.48118e+06 1.81891e+06 1.6928e+06 26308 18755 17994 7858 10136 2444 7692 2422 4496 3362 662267 168429 30074 25512 20170 493838 365303 18820 346483 15568 8641 1058 7583
internal_count=4073804 103 71 4073701 2481177 1818910 1692804 26308 18755 17994 7858 10136 2444 7692 2422 4496 3362 662267 168429 30074 25512 20170 493838 365303 18820 346483 15568 8641 1058 7583
is_linear=0
shrinkage=0.1


Tree=3176
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 6 4 4 6 0 0 6 5 3 6 4 1 6 6 1 0 0 0 4 4 0 6 6 6
split_gain=6.41978e+11 1.03528e+13 3.24237e+13 1.88146e+13 1.88468e+13 1.79159e+13 2.55033e+13 1.5523e+13 2.84506e+13 2.32482e+13 2.83838e+13 3.32708e+13 2.13047e+13 2.38821e+13 2.16563e+13 1.98384e+13 1.80203e+13 2.69408e+13 2.13418e+13 3.87453e+13 3.42037e+13 1.0412e+14 9.44156e+13 3.98104e+13 3.21175e+13 2.98741e+13 2.38032e+13 2.13823e+13 2.11841e+13 1.91858e+13
threshold=49.230435000000007 49.111590500000005 55.554045200000012 55.910578700000009 25.305000000000003 1.5000000000000002 138.05000000000004 23.500000000000004 24.500000000000004 91.02500000000002 55.768246800000007 55.743464250000009 86.030000000000015 1.5000000000000002 14.500000000000002 91.02500000000002 21.500000000000004 49.195555600000006 122.65000000000002 110.01500000000001 49.147669400000005 55.783232450000007 55.775215600000003 55.759969450000007 22.500000000000004 22.500000000000004 55.753967500000009 70.50500000000001 108.05000000000001 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 -1 -3 4 -4 6 -6 16 9 10 11 -9 13 -10 15 -14 -7 18 19 20 21 22 -18 26 28 29 -22 -24 -23 -25
right_child=-2 2 3 -5 5 7 -8 8 12 -11 -12 -13 14 -15 -16 -17 17 -19 -20 -21 23 24 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1974096025919856 -47.614834038887274 -34653.381135351563 -11234.793290238376 -40272.50637986925 6696.0660128863519 1265.706536942577 110002.77972005209 11310.155328635235 -8077.6352423570324 85618.183334585337 -843.67151046380775 57219.57565221683 -137649.20387228261 16713.327252510931 1595.7351372260553 -36056.877674696181 7096.3531190384274 36659.352983026918 37128.458889678026 -78276.608523823306 -1874.3825597942207 -15179.878224358426 143830.84687500002 10327.116595868762 79329.464652979659 -37593.887954531267 82172.742098214294 281728.82927989133 75748.454311342604 -34509.204163953997
leaf_weight=2339440 1670495 250 1141 108 5558 50607 24 367 733 52 492 277 23 827 154 117 43 138 99 81 905 502 22 283 43 794 35 23 27 144
leaf_count=2339440 1670495 250 1141 108 5558 50607 24 367 733 52 492 277 23 827 154 117 43 138 99 81 905 502 22 283 43 794 35 23 27 144
internal_value=0 33.0962 1289.23 1430.47 1501.38 1734.38 7140.24 1203.01 8152.49 20233.8 17240.8 31056.9 411.096 5064.75 -24281.8 -52747 809.672 -6542.53 -8529.16 -10086.7 -8128.79 11795.9 113059 -14214.1 -3783.08 -26123.1 1255.03 214312 -10538.9 -4793.33
internal_weight=0 2.40331e+06 63869 63619 63511 62370 5582 56788 3042 1188 1136 644 1854 1560 294 140 53746 3139 3001 2902 2821 660 88 2161 572 1221 940 45 529 427
internal_count=4073804 2403309 63869 63619 63511 62370 5582 56788 3042 1188 1136 644 1854 1560 294 140 53746 3139 3001 2902 2821 660 88 2161 572 1221 940 45 529 427
is_linear=0
shrinkage=0.1


Tree=3177
num_leaves=31
num_cat=0
split_feature=0 0 3 6 0 1 1 4 0 1 4 1 6 4 1 6 4 6 4 0 6 4 6 6 5 6 4 4 2 4
split_gain=6.62728e+11 5.67091e+12 1.69877e+13 1.42271e+13 1.34054e+13 1.33431e+13 1.43496e+13 3.15231e+13 4.50226e+13 4.73006e+13 4.0023e+13 3.37295e+13 3.30866e+13 3.1157e+13 3.0543e+13 3.68411e+13 4.84821e+13 3.2655e+13 3.07502e+13 7.79649e+13 4.57494e+13 2.76698e+13 1.92746e+13 1.92594e+13 1.8572e+13 3.30861e+13 1.89928e+13 1.7906e+13 1.62343e+13 4.56948e+13
threshold=56.115175650000005 56.288960650000007 18.500000000000004 54.990000000000002 56.262014700000009 47.504912950000005 43.80299105000001 8.5000000000000018 56.228352100000002 37.475446350000006 6.5000000000000009 37.804148700000006 66.990000000000023 16.500000000000004 43.862029600000007 93.050000000000011 5.5000000000000009 108.05000000000001 15.500000000000002 56.228352100000002 62.375000000000007 8.5000000000000018 80.720000000000013 40.490000000000002 1.5000000000000002 50.995000000000012 5.5000000000000009 7.5000000000000009 5762.5000000000009 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 6 7 10 12 -10 -2 -11 -9 28 15 18 17 -17 21 -20 -21 23 -23 -8 25 -25 -26 -12 -14 -30
right_child=1 -3 3 4 -6 -7 14 8 9 11 27 -13 13 -15 -16 16 -18 -19 19 20 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-24.29453419145473 -3605.3869729723938 3.2756145981040401 323.11031278483074 -11580.453176700368 -45912.822743655044 -2270.7669528821998 4314.5674156558034 3730.2939083510728 108885.75977783203 -58800.42312480598 -62130.955480063836 -8955.4492884426054 22472.299659830733 4082.0192847667176 1506.0663730961053 76561.454326923078 147711.46433327414 -91097.857198660728 -375.61220853696312 47845.287283396174 163369.7724780702 655.86266104382673 -48858.100395748945 34926.813247767859 21749.733287030649 -108188.05216145836 98515.852678148673 -16973.04080481151 84713.298436933022 8658.1517816996402
leaf_weight=2989263 8709 1006471 450 306 181 10456 1261 4479 32 151 164 1345 450 581 44299 26 44 21 227 86 57 2675 81 35 1380 30 33 189 183 139
leaf_count=2989263 8709 1006471 450 306 181 10456 1261 4479 32 151 164 1345 450 581 44299 26 44 21 227 86 57 2675 81 35 1380 30 33 189 183 139
internal_value=0 66.9618 887.997 -12495.7 -24340.5 1050.58 1571.42 -994.891 3866.66 -11413.4 -4943.36 -13986.6 7870.06 21574.4 2410.02 9133.38 72273 1649.85 8153.72 36058.1 93893.5 6274.8 -799.374 13392.9 21138.3 -31126.2 23542.6 -37952.9 34739.1 51882
internal_weight=0 1.08454e+06 78070 937 487 77133 66677 16422 7360 1528 9062 1496 5832 1353 50255 5956 91 47 5865 370 143 5495 2756 2739 1478 65 1413 353 772 322
internal_count=4073804 1084541 78070 937 487 77133 66677 16422 7360 1528 9062 1496 5832 1353 50255 5956 91 47 5865 370 143 5495 2756 2739 1478 65 1413 353 772 322
is_linear=0
shrinkage=0.1


Tree=3178
num_leaves=31
num_cat=0
split_feature=1 6 5 1 6 0 6 0 0 0 0 0 4 6 6 6 4 3 6 0 6 7 0 0 4 4 6 1 3 0
split_gain=7.40538e+11 6.05435e+12 1.96281e+13 3.49619e+13 2.36569e+13 2.92636e+13 4.31049e+13 2.22534e+13 5.62791e+13 3.61237e+13 2.61411e+13 2.13328e+13 2.02669e+13 2.01891e+13 2.65931e+13 1.986e+13 3.16709e+13 1.94115e+13 1.8788e+13 1.99033e+13 1.74693e+13 2.61155e+13 3.46516e+13 2.0985e+13 1.69013e+13 1.64948e+13 1.59873e+13 1.59122e+13 1.54609e+13 1.48532e+13
threshold=82.860505900000007 52.990000000000002 1.5000000000000002 82.975438000000011 45.995000000000012 55.123213100000008 45.005000000000003 55.02095400000001 55.039488700000007 55.055052800000006 53.888505650000006 55.046782850000007 4.5000000000000009 50.410000000000004 51.405000000000008 43.010000000000012 4.5000000000000009 5.5000000000000009 48.025000000000013 54.188398350000007 40.905000000000008 6.0000000000000009 55.029726000000004 55.014210500000011 17.500000000000004 22.500000000000004 48.005000000000003 82.973036600000015 4.5000000000000009 55.080855950000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -7 10 -9 11 -5 -10 -13 -2 24 16 -4 -16 26 -20 -18 -22 23 -23 -15 -24 -12 -6 -14 -17
right_child=1 -3 3 7 27 6 -8 8 9 -11 18 12 28 14 17 29 20 -19 19 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-22.727938990015772 -4.9319676344572976 -206.07295681645783 -7631.4583701404108 198.26372124995152 5915.4090927000507 671.84112680025191 -37150.764015036963 13272.701492579901 -2354.5664179720038 1813.6956590726591 -6060.8768706098836 9188.6834841214695 -30684.590089803154 -12270.353082960666 -12626.798855564191 -476.08946442861827 839.4984677419227 13045.989641024651 -27370.980774928292 4864.6819195379894 7095.0398865818825 21348.085523379166 37770.410299361385 -18711.362943964421 -39578.984798936319 90705.825148491014 -27717.846129261365 20805.168081190863 -671.93065260049889 16639.335764924261
leaf_weight=3172333 361942 406366 1753 35835 15318 856 465 3985 1665 24754 10774 208 884 668 573 15669 3825 606 207 2564 9356 452 304 184 343 73 352 753 213 524
leaf_count=3172333 361942 406366 1753 35835 15318 856 465 3985 1665 24754 10774 208 884 668 573 15669 3825 606 207 2564 9356 452 304 184 343 73 352 753 213 524
internal_value=0 79.981 314.765 1364.62 3459.63 1945.06 -12641.9 90.4458 2160.6 563.368 -1229.48 -9857.71 -19430.7 -62.8524 -9635.38 2544.61 5049.51 568.884 -4911.08 2456.6 6615.64 8746.39 23998.2 9758.56 -21535.3 48020.5 -6746.05 6613.06 -24857.2 77.7599
internal_weight=0 901471 495105 130973 49532 33461 1321 81441 31709 27724 49732 2970 1305 364132 2190 32140 15947 1179 13897 2771 14194 10369 1013 636 1011 377 11126 16071 1097 16193
internal_count=4073804 901471 495105 130973 49532 33461 1321 81441 31709 27724 49732 2970 1305 364132 2190 32140 15947 1179 13897 2771 14194 10369 1013 636 1011 377 11126 16071 1097 16193
is_linear=0
shrinkage=0.1


Tree=3179
num_leaves=31
num_cat=0
split_feature=1 1 1 4 4 6 6 3 6 6 6 5 6 0 0 0 4 6 6 3 3 4 0 6 4 4 0 5 6 6
split_gain=6.81335e+11 2.43769e+13 2.82833e+13 3.71077e+13 9.86373e+13 5.72199e+13 4.46424e+13 5.51268e+13 4.94253e+13 3.91611e+13 8.23546e+13 5.75245e+13 3.44093e+13 5.51844e+13 5.37262e+13 6.69284e+13 8.18711e+13 7.04555e+13 5.18302e+13 5.25718e+13 3.32628e+13 3.15433e+13 7.75742e+13 5.57745e+13 4.68502e+13 3.82325e+13 7.10598e+13 4.304e+13 4.14199e+13 3.03907e+13
threshold=39.939672500000007 39.843340650000009 39.873894000000007 16.500000000000004 11.500000000000002 88.825000000000003 156.15000000000003 3.5000000000000004 189.00000000000003 84.810000000000016 88.00500000000001 2.5000000000000004 90.045000000000016 44.685196900000008 57.60122925000001 57.634352600000007 8.5000000000000018 112.00500000000001 93.050000000000011 4.5000000000000009 4.5000000000000009 8.5000000000000018 57.60122925000001 65.00500000000001 13.500000000000002 6.5000000000000009 44.739668300000005 2.5000000000000004 68.515000000000015 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 12 4 5 -4 -7 8 -8 11 -11 -6 21 -14 -15 16 18 -17 -16 -20 -9 25 -23 -24 -25 -3 -27 28 29 -28
right_child=-2 2 3 -5 9 6 7 20 -10 10 -12 -13 13 14 15 17 -18 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-12.820492009784306 -38.810739780205253 3979.2953628434648 3189.4001586940617 9099.220380661438 -14286.466103916438 -17297.072296823982 65303.276030585112 224414.53921875 -82172.336044034106 165280.15529641544 -254.25526269154199 -54356.948038587383 172852.9971875 -23431.794711256276 170263.97357336956 6464.8766624813989 120835.95726914944 -202377.94375000001 45997.377254971594 -46953.796690188174 59002.018447580645 3552.5341815824959 19708.732572885579 88444.191514778911 4168.7555447048608 -163534.06239919356 1764.2997895103088 -48475.215533274291 50904.077314983042 -35558.662337305643
leaf_weight=1883763 2143404 7239 21261 4417 2939 2096 47 20 44 34 259 408 25 193 23 84 133 20 176 93 31 4138 1157 247 90 31 748 247 129 308
leaf_count=1883763 2143404 7239 21261 4417 2939 2096 47 20 44 34 259 408 25 193 23 84 133 20 176 93 31 4138 1157 247 90 31 748 247 129 308
internal_value=0 43.0932 2301.56 599.112 -784.321 1588.42 -13620.9 40641 -6003.61 -16102.2 18954.5 -19171.1 5863.82 26787.9 21730.3 38207.1 55802.6 -33697.2 26181.2 13861.8 123870 4773.39 10604.5 30136.5 65937.4 999.476 -13744.8 -10502.2 -2587.13 -9121.56
internal_weight=0 1.9304e+06 46637 31556 27139 23499 2238 142 91 3640 293 3347 15081 747 722 529 425 104 292 269 51 14334 5632 1494 337 8702 1463 1432 1185 1056
internal_count=4073804 1930400 46637 31556 27139 23499 2238 142 91 3640 293 3347 15081 747 722 529 425 104 292 269 51 14334 5632 1494 337 8702 1463 1432 1185 1056
is_linear=0
shrinkage=0.1


Tree=3180
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 6 0 0 1 1 3 6 5 6 6 7 6 1 4 1 6 6 6 3 7 4 6 6 6 0
split_gain=6.93279e+11 1.07922e+13 4.46117e+13 4.70819e+13 5.53203e+13 5.03e+13 5.22989e+13 4.75947e+13 1.0327e+14 1.11161e+14 6.58421e+13 6.30009e+13 6.10719e+13 6.22046e+13 7.73554e+13 5.25577e+13 5.04059e+13 4.72716e+13 6.78979e+13 5.47198e+13 6.92369e+13 1.56935e+14 4.40834e+13 4.38182e+13 4.05301e+13 3.74603e+13 3.67895e+13 5.63474e+13 3.53424e+13 3.42768e+13
threshold=60.571186450000006 60.636764050000004 5.5000000000000009 56.782540950000005 56.83050475000001 110.01500000000001 56.818587550000011 56.838524800000009 60.590708550000009 60.605526900000008 8.5000000000000018 91.02500000000002 1.5000000000000002 104.01000000000001 114.05000000000001 6.0000000000000009 50.995000000000012 60.620042600000012 20.500000000000004 60.590708550000009 90.045000000000016 96.050000000000011 75.605000000000004 8.5000000000000018 6.0000000000000009 14.500000000000002 74.615000000000009 66.990000000000023 122.65000000000002 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 10 12 11 -6 16 15 -15 22 -10 19 24 -8 26 -22 -14 -23 -19 -13 27 -21 29 -7
right_child=1 -3 3 4 7 28 17 -9 9 -11 -12 25 13 14 -16 -17 -18 18 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-27.908639411618278 -998.60795831270832 -4.7494894821108238 -8857.9102683711062 10099.563937641302 40507.274409722224 -6071.0281609470867 25496.323178433784 3990.157507976432 -8941.585421261494 32248.643906305329 -16257.615170454546 296811.70390625001 -53440.925631416801 175201.75120804401 -21184.306295072118 -32904.604694946924 136538.51550000001 -8161.5940693516886 98088.10203731143 49012.438363808084 388881.92752976192 -37009.921331521742 -123939.14675326413 137868.68405890214 -132373.40193965516 109682.75559082032 -1567.1642333984375 193172.24202178032 2504.0665629458535 -71973.908889910133
leaf_weight=2794702 35262 1216800 2437 8278 45 163 806 11717 503 353 55 23 226 27 78 577 25 279 58 152 21 23 146 38 29 20 96 33 679 153
leaf_count=2794702 35262 1216800 2437 8278 45 163 806 11717 503 353 55 23 226 27 78 577 25 279 58 152 21 23 146 38 29 20 96 33 679 153
internal_value=0 60.9774 1344.67 4400.46 5713.74 11070.9 13243.2 1516.54 -12431.2 -18491.5 69573.3 123218 -29813.4 -43719.8 29315 -51800.5 -2053.32 30196.5 -1166.13 40015.8 72254.6 153101 -81109.6 71930.8 -19856.9 209775 48662.4 74727.4 -10353.1 -37979.7
internal_weight=0 1.2791e+06 62302 27040 24603 10808 9813 13795 2078 1935 143 88 1582 1054 105 949 528 1535 366 1169 363 82 372 61 308 43 281 185 995 316
internal_count=4073804 1279102 62302 27040 24603 10808 9813 13795 2078 1935 143 88 1582 1054 105 949 528 1535 366 1169 363 82 372 61 308 43 281 185 995 316
is_linear=0
shrinkage=0.1


Tree=3181
num_leaves=31
num_cat=0
split_feature=1 0 4 4 4 6 6 6 1 0 6 4 4 6 6 3 3 6 4 6 4 6 7 6 6 3 4 4 6 6
split_gain=6.79873e+11 2.07655e+13 8.83519e+13 3.6261e+13 3.29968e+13 3.60694e+13 2.85483e+13 6.79918e+13 1.83668e+13 5.12791e+13 4.03997e+13 2.83815e+13 4.45267e+13 2.69079e+13 7.76356e+13 6.82368e+13 5.07004e+13 5.04245e+13 6.84739e+13 4.11852e+13 3.59639e+13 1.11492e+14 6.3786e+13 5.50818e+13 6.72292e+13 6.60244e+13 5.29036e+13 8.60594e+13 4.74973e+13 7.96842e+13
threshold=39.718675700000013 43.6005307 12.500000000000002 3.5000000000000004 21.500000000000004 60.305000000000007 48.945000000000007 37.995000000000012 39.723160900000003 47.222459950000008 98.020000000000024 14.500000000000002 22.500000000000004 125.02000000000002 116.05000000000001 1.5000000000000002 9.5000000000000018 168.45000000000002 9.5000000000000018 102.04000000000001 5.5000000000000009 99.050000000000011 6.0000000000000009 48.410000000000004 93.050000000000011 3.5000000000000004 13.500000000000002 15.500000000000002 56.805000000000007 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 13 11 -11 -13 14 19 -15 -16 18 -17 20 21 23 26 25 -25 -2 -22 -28 -29 -30
right_child=8 -3 4 6 -6 -7 -8 -9 -10 10 -12 12 -14 15 16 17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-56278.670664062505 -18861.934782123892 41.973540808870325 -179152.42286658657 27168.557995605472 12759.726798753007 -26296.980679481909 49823.35011463995 225006.98011924341 -12.531081304658471 757.44443035246536 50818.467342285156 38583.718785351361 -54929.97095231682 116062.190625 132064.42264423077 -234230.27548828127 -50007.671406250003 13077.861493055556 -53093.86353006999 -54291.574825691787 -31473.426650075271 212301.61053404235 -2400.8762400477412 17483.552928795903 -118855.71209881757 21510.458202428781 35586.95239899592 -41752.35034112537 53171.305444745114 -40171.174075137875
leaf_weight=20 1762 1774169 26 32 65 38 92 38 2283727 2842 200 417 58 22 65 32 20 45 60 179 1889 25 4567 1607 37 526 369 509 179 187
leaf_count=20 1762 1774169 26 32 65 38 92 38 2283727 2842 200 417 58 22 65 32 20 45 60 179 1889 25 4567 1607 37 526 369 509 179 187
internal_value=0 46.5027 25884.1 70757.3 -37425.3 -88394.5 86440.8 134567 -35.888 -3455.83 7170.83 4539.08 27165.2 -6549.7 -6004.63 -47415.9 89223.9 -73667.9 -116098 -6688.52 -5957.54 1790.68 -9939.33 452.233 14415.1 -9580.52 -20928.2 -4915.36 -21995.8 5479.93
internal_weight=0 1.77448e+06 311 182 129 64 162 70 2.29932e+06 15597 3517 3317 475 12080 11921 159 85 137 92 11836 11657 3957 7700 3932 1644 2288 3133 1244 875 366
internal_count=4073804 1774480 311 182 129 64 162 70 2299324 15597 3517 3317 475 12080 11921 159 85 137 92 11836 11657 3957 7700 3932 1644 2288 3133 1244 875 366
is_linear=0
shrinkage=0.1


Tree=3182
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 7 0 4 4 6 4 6 1 6 6 3 6 0 6 3 6 4 5 6 3 4 1 6 6 6
split_gain=7.00568e+11 7.20713e+12 1.76541e+13 1.85002e+13 2.76569e+13 2.18272e+13 2.51216e+13 2.12105e+13 2.02111e+13 1.82524e+13 1.64024e+13 2.72291e+13 8.75547e+13 8.51218e+13 3.93814e+13 2.18068e+13 1.79784e+13 2.05909e+13 1.61187e+13 1.58703e+13 2.4885e+13 1.55172e+13 2.72122e+13 3.36031e+13 2.16091e+13 2.17101e+13 1.81987e+13 2.4051e+13 2.67165e+13 1.78113e+13
threshold=65.534455000000023 65.574968200000015 3.5000000000000004 4.5000000000000009 6.0000000000000009 6.0000000000000009 57.100506200000005 7.5000000000000009 8.5000000000000018 103.03500000000001 13.500000000000002 79.710000000000022 65.559704250000024 76.00500000000001 101.02000000000002 7.5000000000000009 45.005000000000003 57.14107305000001 69.605000000000004 1.5000000000000002 99.050000000000011 15.500000000000002 3.5000000000000004 92.02500000000002 6.5000000000000009 19.500000000000004 65.559704250000024 93.050000000000011 101.02000000000002 91.02500000000002
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 19 6 18 9 -9 -7 11 13 15 16 -14 -13 -10 -18 -5 -4 -21 26 23 29 -25 -26 -12 -28 -29 -23
right_child=1 -3 3 5 -6 7 -8 8 10 -11 21 12 14 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-24.082141658372322 -29959.240245754438 23.524643069421472 70490.703441162113 -16478.821766474477 -42161.900110677088 9119.1337053571442 657.12135938257461 -58478.962400265962 3553.977786142892 138066.67228260869 -22936.231041902422 -58419.256153801311 491.92281249999996 198199.21697916667 179370.15678710939 10447.50377232143 -27533.169369245257 55517.662300538308 -75015.631495949085 28317.208600518643 -79465.618529211963 9256.5186965948142 -57905.858416644602 140062.69969308036 91973.423287442842 -8100.1520550271744 -1021.0250885191417 103743.42283909576 -19650.110437011721 -73915.44921875
leaf_weight=3046425 177 994861 80 365 60 21 26317 47 218 23 359 134 20 30 32 70 35 203 54 312 23 2655 59 28 41 46 1008 47 28 26
leaf_count=3046425 177 994861 80 365 60 21 26317 47 218 23 359 134 20 30 32 70 35 203 54 312 23 2655 59 28 41 46 1008 47 28 26
internal_value=0 71.4093 1536.4 1708.77 21298.5 1416.77 270.341 7391.58 6793.51 76523.5 7402.32 21132.1 -5262.39 35035.3 110571 -34788.5 24300.9 43304.3 -24022.9 30473.5 20917.2 5031.49 9302.23 10720.4 63652.7 39061 -3424.11 3043.9 57676.5 8449.93
internal_weight=0 1.02738e+06 32518 32341 475 31866 26736 5130 5086 44 5039 742 256 486 52 204 456 238 419 415 335 4297 2855 2796 115 87 1442 1083 75 2681
internal_count=4073804 1027379 32518 32341 475 31866 26736 5130 5086 44 5039 742 256 486 52 204 456 238 419 415 335 4297 2855 2796 115 87 1442 1083 75 2681
is_linear=0
shrinkage=0.1


Tree=3183
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 6 2 4 4 1 1 6 6 6 7 0 0 1 1 1 0 3 0 0 1 0 1 4 1
split_gain=6.89957e+11 4.16621e+12 3.19799e+13 3.73298e+13 2.33122e+13 1.63558e+13 2.6357e+13 2.20172e+13 2.04548e+13 2.05304e+13 1.76254e+13 2.2893e+13 2.67302e+13 3.97638e+13 2.49945e+13 2.30585e+13 2.40779e+13 1.94589e+13 1.91575e+13 1.51161e+13 1.45732e+13 1.451e+13 1.51046e+13 1.29871e+13 1.87132e+13 1.32272e+13 1.21282e+13 1.14052e+13 2.00874e+13 3.02631e+13
threshold=87.395000000000024 1.5000000000000002 55.633951400000008 55.696737300000009 55.520061350000013 82.948524700000021 96.050000000000011 7884.5000000000009 17.500000000000004 22.500000000000004 56.805602900000004 50.136929700000003 96.050000000000011 102.04000000000001 168.45000000000002 6.0000000000000009 43.6005307 44.739668300000005 39.023883200000007 92.865667950000017 41.966773150000002 54.604289300000012 3.5000000000000004 60.034792100000011 60.01610465000001 65.534455000000023 51.659529100000007 43.862029600000007 9.5000000000000018 47.17130860000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 -10 11 12 18 -14 -13 16 -15 -18 -2 23 26 -9 -23 24 25 27 -20 -5 29 -29
right_child=1 -3 3 19 -6 6 -8 21 9 -11 -12 14 13 15 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=10.317259927058968 -36187.651339285716 -205.88228023379526 136523.42854410809 16598.097852805582 -108335.47594401042 130947.5343359375 4757.2221689860025 -15520.923411402209 -126362.45506365743 -7958.0753662109382 64603.414983974362 -153014.60744047619 -93932.278529296877 99119.863037109375 3188.4732226562501 -39425.940848376093 -67141.028427419355 18818.328778878349 161152.54554687502 -49071.018802400919 1186.425818452381 -147393.77083333334 -48367.151417151166 -43689.274809570314 107786.36514136905 68632.934858517532 63013.721559053316 -65998.838715616861 21121.061400505514 12415.191523244122
leaf_weight=3832905 21 238498 24 982 24 20 96 58 27 32 39 21 50 32 20 97 31 175 20 41 21 24 43 40 21 41 34 96 170 101
leaf_count=3832905 21 238498 24 982 24 20 96 58 27 32 39 21 50 32 20 97 31 175 20 41 21 24 43 40 21 41 34 96 170 101
internal_value=0 -164.156 3980.6 12798.5 -11124.4 -8414.66 26514.2 -13853.2 -6134.22 -62143.1 -243.799 -5088.71 1025.43 -10746.1 -76818 1669.72 18418.8 5882.7 48234.3 10808.3 71872.4 -52139.6 -83839.4 12500.2 14093.1 12677.6 99361.4 10977 -4063.69 -25796.7
internal_weight=0 240899 2401 1516 885 861 116 745 620 59 561 522 481 385 41 335 238 206 96 1492 75 125 67 1451 1411 1390 54 1349 367 197
internal_count=4073804 240899 2401 1516 885 861 116 745 620 59 561 522 481 385 41 335 238 206 96 1492 75 125 67 1451 1411 1390 54 1349 367 197
is_linear=0
shrinkage=0.1


Tree=3184
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 1 1 6 6 4 6 6 4 1 6 6 3 6 4 4 6 6 6 6 1 0 1 6 4 6
split_gain=6.82715e+11 6.45629e+12 2.05996e+13 5.60795e+13 2.16737e+13 2.0988e+13 2.09597e+13 3.26538e+13 1.83798e+13 1.8001e+13 1.67697e+13 3.06781e+13 1.75569e+13 1.69509e+13 1.63909e+13 2.5181e+13 2.51569e+13 2.61067e+13 1.75171e+13 2.31391e+13 2.03903e+13 1.90497e+13 1.54466e+13 1.53415e+13 1.44066e+13 1.4132e+13 2.92001e+13 2.55245e+13 2.83464e+13 2.12029e+13
threshold=45.109778000000006 46.323575350000006 38.948208550000011 45.177967300000006 19.500000000000004 38.989878900000008 33.882313700000005 72.50500000000001 168.45000000000002 11.500000000000002 134.05000000000004 114.05000000000001 9.5000000000000018 38.893394150000006 53.310000000000009 75.605000000000004 5.5000000000000009 92.02500000000002 6.5000000000000009 5.5000000000000009 59.505000000000003 60.305000000000007 65.805000000000021 110.01500000000001 38.166910000000009 45.125532050000011 39.004719500000007 52.610000000000007 4.5000000000000009 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 10 24 11 12 13 -2 -15 18 -17 -18 19 21 -21 -16 -23 -6 -8 26 -7 -28 -29 -30
right_child=1 -3 4 6 23 25 9 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=103.7238510897819 -14702.77629639845 -0.27921590559213982 -9759.7271648343158 8295.4231070682927 10736.875015069721 18635.845616803002 -2469.1890698891752 102257.16317471591 80712.169736842101 64545.807226562501 -44005.081619318189 92790.233152173925 -10057.284935067291 7922.7704614723089 47517.322779461159 -7883.3419238916431 18177.315750558038 131213.05109953703 15180.510273717662 129905.59222656251 51852.853373666163 -10398.886433015046 48641.171441950566 93427.324966032611 -14354.391149677951 -320.77245760723599 -3107.0014310535062 -1980.7905425509991 -18027.356729893869 -49810.348693220418
leaf_weight=549049 213 3476901 3706 232 916 514 4078 44 38 37 55 46 372 1889 214 418 84 27 488 40 205 162 61 23 1360 21657 8439 1051 1232 253
leaf_count=549049 213 3476901 3706 232 916 514 4078 44 38 37 55 46 372 1889 214 418 84 27 488 40 205 162 61 23 1360 21657 8439 1051 1232 253
internal_value=0 -16.157 -1169.78 2850.91 -2240.41 -2622.69 -3613.16 23274.8 11472.2 -4968.61 10856.6 11571.8 10676.5 12705.7 14332.7 21459.5 3354.27 45672.5 29645.6 39996 64596.2 26204.1 5751.08 12762.3 -5441.58 -1824.7 -4659.65 -5750.66 -14547.9 -23442.2
internal_weight=0 3.52476e+06 47854 10063 37791 36852 5751 276 4312 5475 4274 4219 4173 3801 3588 1699 529 111 1170 682 245 437 223 939 5438 33146 11489 10975 2536 1485
internal_count=4073804 3524755 47854 10063 37791 36852 5751 276 4312 5475 4274 4219 4173 3801 3588 1699 529 111 1170 682 245 437 223 939 5438 33146 11489 10975 2536 1485
is_linear=0
shrinkage=0.1


Tree=3185
num_leaves=31
num_cat=0
split_feature=0 3 0 6 6 6 0 6 3 1 6 4 4 6 6 1 4 3 4 1 0 6 0 6 6 0 3 4 1 6
split_gain=6.73979e+11 5.12514e+12 1.36871e+13 1.61168e+13 2.05477e+13 1.20807e+13 2.86539e+13 4.6361e+13 2.7888e+13 1.80548e+13 1.92586e+13 1.63245e+13 2.90738e+13 1.52857e+13 1.1256e+13 1.25838e+13 1.10142e+13 1.46403e+13 1.001e+13 1.01685e+13 2.31736e+13 1.06647e+13 1.23769e+13 1.04333e+13 9.20397e+12 9.09474e+12 8.95659e+12 9.98203e+12 1.45146e+13 1.13335e+13
threshold=47.234875100000004 10.500000000000002 47.207933300000008 168.45000000000002 149.05000000000004 99.050000000000011 47.22829500000001 108.05000000000001 15.500000000000002 39.712886600000012 125.02000000000002 17.500000000000004 23.500000000000004 128.05000000000004 118.04500000000002 39.718675700000013 15.500000000000002 14.500000000000002 24.500000000000004 39.735861600000007 47.22829500000001 81.705000000000013 47.222459950000008 41.505000000000003 41.990000000000002 47.22829500000001 18.500000000000004 23.500000000000004 39.625203600000013 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 8 -8 13 11 -11 -13 16 -9 -16 -7 -18 26 21 24 25 -23 -22 -21 -20 27 -4 -29 -30
right_child=-2 2 3 -5 -6 6 7 14 -10 10 -12 12 -14 -15 15 -17 17 -19 19 20 23 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-31.555399730860746 -18.207663138393961 341.80805613380863 4807.9797461330936 78485.450107758617 -67703.704267578127 -52810.687993164058 172351.27316406253 -47776.984855468756 27727.57015625 74295.622109375006 101548.54793911638 -56733.385474537034 61313.965253583126 -101714.30656250002 91731.587331321032 -5906.587713068182 44125.613209339492 -31879.759474734044 -529.70365633999347 -18663.925553116711 19777.167998644771 992.06276562500011 -95021.859967672426 71210.786247484604 8613.3022944286622 -17748.090330054056 -2072.2657075101915 35187.098058262993 5710.9092357235168 50035.85185861896
leaf_weight=567251 3393752 101659 5740 29 40 40 40 25 20 30 29 54 34 20 22 33 55 47 1096 212 98 25 29 66 297 426 1472 272 829 62
leaf_count=567251 3393752 101659 5740 29 40 40 40 25 20 30 29 54 34 20 22 33 55 47 1096 212 98 25 29 66 297 426 1472 272 829 62
internal_value=0 90.8641 706.484 4033.77 3839.48 4097.93 20164.9 57695.4 124143 3160.83 28536.4 10592.7 -11124.2 -19865.1 7859.41 33148.7 -8337.09 9103.53 3418.89 -2504.49 7785.25 -6898.52 -50571 40476.1 -2747.74 -5349.04 5009.54 6519.67 14967.7 8795.25
internal_weight=0 680052 112801 11142 11113 11073 449 140 60 309 147 118 88 162 80 55 142 102 10624 2249 673 1576 54 164 509 1522 8375 6903 1163 891
internal_count=4073804 680052 112801 11142 11113 11073 449 140 60 309 147 118 88 162 80 55 142 102 10624 2249 673 1576 54 164 509 1522 8375 6903 1163 891
is_linear=0
shrinkage=0.1


Tree=3186
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 7 4 4 6 1 0 0 4 0 1 0 6 7 6 4 0 1 0 0 3 6 1 0 4 0
split_gain=6.907e+11 5.55402e+12 3.07477e+13 2.66282e+13 6.55131e+13 3.87718e+13 7.57907e+13 6.97111e+13 4.08959e+13 3.87147e+13 8.12429e+13 1.04883e+14 1.25212e+14 7.79063e+13 6.13107e+13 6.51295e+13 5.02367e+13 3.97844e+13 4.35037e+13 3.93858e+13 3.63959e+13 5.79055e+13 8.22195e+13 4.54356e+13 3.56642e+13 4.76243e+13 3.47096e+13 3.86449e+13 1.02891e+14 4.15602e+13
threshold=82.860505900000007 16.500000000000004 82.901648750000021 82.901648750000021 55.050541250000002 6.0000000000000009 20.500000000000004 23.500000000000004 38.995000000000012 82.941727000000014 55.080855950000007 55.030407050000001 19.500000000000004 55.034466500000008 82.911604200000014 55.046782850000007 59.245000000000012 6.0000000000000009 69.015000000000015 25.500000000000004 55.012912000000007 82.895858600000011 55.043091000000011 55.007293000000011 13.500000000000002 134.05000000000004 82.906746050000024 55.061158000000006 20.500000000000004 55.046782850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -6 10 11 19 14 17 15 -13 -12 -14 -19 -5 23 -22 -23 -3 25 -16 -15 29 -29 -28
right_child=1 3 -4 9 5 7 -8 -9 -10 -11 16 12 13 26 24 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-21.949831985606536 3176.5608180184608 -2259.2420607117033 45.959317907223301 -1022.8486503971619 48214.031313590123 -39201.835767240082 -65959.746359890109 -1625.1465029922563 -3421.9736336481265 -1118.350306785248 -4910.8493548433898 -36785.398615733604 -1044.4426330960182 15473.910118249456 35015.326652966396 20266.734346907539 -34663.043754145343 41773.636158014117 124079.02335069445 -24175.159526947449 -405.19954364840936 44144.138651482819 -14637.106670946838 -29839.112744944898 65797.987743942751 -78582.584272203952 8613.3746910991085 209272.66959134617 9296.95154020257 -8168.5389511264166
leaf_weight=3172333 32763 4762 739492 10336 172 1300 182 796 1417 85817 2135 223 155 1907 1281 1948 773 310 81 791 3084 777 343 683 401 38 2112 26 2468 4898
leaf_count=3172333 32763 4762 739492 10336 172 1300 182 796 1417 85817 2135 223 155 1907 1281 1948 773 310 81 791 3084 777 343 683 401 38 2112 26 2468 4898
internal_value=0 77.2428 178.775 -529.563 -4729.62 -15727.1 -4833.88 -24931.3 2167.32 -38.9148 3060.97 4772.95 9997.79 4927.24 25579.5 14406.5 -12819.5 41828.5 58824.1 -2668.71 -322.188 6667.42 26142.4 -5718.76 39682.3 31742.6 3161.57 691.068 11381.7 -3112.42
internal_weight=0 901471 772255 129216 13516 3867 1771 2096 1589 115700 29883 26975 15848 11957 3891 2171 2908 546 391 11127 9649 4204 1120 5445 1720 1319 11411 9504 2494 7010
internal_count=4073804 901471 772255 129216 13516 3867 1771 2096 1589 115700 29883 26975 15848 11957 3891 2171 2908 546 391 11127 9649 4204 1120 5445 1720 1319 11411 9504 2494 7010
is_linear=0
shrinkage=0.1


Tree=3187
num_leaves=31
num_cat=0
split_feature=6 1 1 3 0 0 0 1 6 6 6 5 3 6 6 4 0 1 6 0 5 4 0 4 6 6 6 4 1 1
split_gain=7.22742e+11 3.9942e+12 2.1533e+13 1.77235e+13 1.90386e+13 9.99829e+13 7.73012e+13 6.46801e+13 5.47152e+13 3.76034e+13 2.74091e+13 3.45175e+13 2.94582e+13 2.53609e+13 5.33481e+13 2.45864e+13 3.27288e+13 2.22225e+13 1.99734e+13 2.59677e+13 1.94182e+13 3.51717e+13 1.91916e+13 2.02709e+13 1.73165e+13 1.63007e+13 3.46567e+13 2.23647e+13 7.02053e+13 3.86186e+13
threshold=87.395000000000024 82.911604200000014 65.574968200000015 2.5000000000000004 57.100506200000005 57.125462300000009 57.14107305000001 65.593879100000024 149.05000000000004 91.02500000000002 118.04500000000002 4.5000000000000009 16.500000000000004 118.04500000000002 128.05000000000004 12.500000000000002 57.113979900000011 65.593879100000024 130.05000000000004 57.15297970000001 2.5000000000000004 11.500000000000002 60.753246850000004 9.5000000000000018 110.01500000000001 103.03500000000001 99.050000000000011 8.5000000000000018 82.886781200000016 82.906746050000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 8 -5 9 -7 12 18 17 -11 -15 -6 -17 20 -12 -20 21 -8 -21 -24 -22 26 27 28 -9 -29
right_child=1 -3 3 4 5 6 10 25 -10 13 11 -13 -14 14 -16 16 -18 -19 19 22 24 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=10.559541349442746 -62.619169526642366 871.80332232505953 3810.1072369783988 136159.16133996213 -46141.936650787356 134466.78314393942 -168962.42786458333 -12003.559382374044 186049.91171875002 -2779.2920069280663 -67520.850482321344 63353.195410156251 88013.129687500012 146761.99870426831 -12669.088263081396 12794.679412715517 -123666.21250000001 6271.8563987268526 72500.367939814823 -97617.99852366728 -8622.1967904970643 10594.584375 -67356.060109747035 70000.560795454541 -101046.89119318183 689.25760260148309 -18818.569819728807 3209.7313190670502 74863.425980468746 -25559.280648619188
leaf_weight=3832905 195563 32030 2278 33 800 33 24 245 26 159 170 32 36 41 43 145 20 675 27 34 258 20 21 22 22 3833 1827 1687 150 645
leaf_count=3832905 195563 32030 2278 33 800 33 24 245 26 159 170 32 36 41 43 145 20 675 27 34 258 20 21 22 22 3833 1827 1687 150 645
internal_value=0 -168.011 -327.466 -4220.02 -5878.76 -13344.5 1661.15 -3566.35 47368.4 34304.2 -8632.36 -34925.5 -858.734 20701.9 65148.5 -38892.9 -3746.03 -4061.32 -46403.3 -11884.3 -25588.8 -87345.6 -41473.7 2919.42 -15884.1 -4116.12 -8160.69 -1020.27 20983.9 -4747.39
internal_weight=0 240899 208869 13306 11028 2608 1643 8420 302 276 1341 306 1035 243 84 965 165 999 274 104 324 44 77 43 280 8387 4554 2727 395 2332
internal_count=4073804 240899 208869 13306 11028 2608 1643 8420 302 276 1341 306 1035 243 84 965 165 999 274 104 324 44 77 43 280 8387 4554 2727 395 2332
is_linear=0
shrinkage=0.1


Tree=3188
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 4 4 4 3 4 6 6 6 4 6 3 3 6 3 6 6 6 3 4 6 6 4 3 4 6
split_gain=6.73939e+11 1.58427e+13 1.69242e+13 3.24728e+13 3.15311e+13 3.37214e+13 2.50998e+13 1.08335e+14 3.99324e+13 3.38479e+13 5.91367e+13 8.37201e+13 7.37834e+13 3.87862e+13 4.49586e+13 4.72125e+13 3.83023e+13 3.81738e+13 4.53089e+13 3.31636e+13 3.60217e+13 5.49633e+13 5.71062e+13 4.61531e+13 4.59462e+13 4.43119e+13 3.94731e+13 4.8946e+13 2.99916e+13 3.80305e+13
threshold=39.735861600000007 39.723160900000003 43.6005307 29.715000000000003 1.5000000000000002 4.5000000000000009 9.5000000000000018 7.5000000000000009 1.5000000000000002 13.500000000000002 63.855000000000011 60.305000000000007 71.715000000000018 14.500000000000002 86.920000000000016 14.500000000000002 9.5000000000000018 92.02500000000002 11.500000000000002 91.02500000000002 73.995000000000019 64.015000000000015 2.5000000000000004 4.5000000000000009 52.990000000000002 79.710000000000022 4.5000000000000009 4.5000000000000009 16.500000000000004 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 -1 3 -3 5 -5 7 8 -6 -8 11 16 -12 -14 15 -15 -11 18 -16 20 21 24 -23 25 -10 -22 -24 -28 -13 -30
right_child=-2 2 -4 4 6 -7 9 -9 19 10 12 28 13 14 17 -17 -18 -19 -20 -21 23 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=17.04278483476363 -36.30892889506719 45104.316794219078 1557.6202472271409 49539.862629332725 -37102.345172275644 -19889.551990924843 -27856.077795758931 91896.1132342114 30750.374182456297 53296.498481206298 -68133.5584078018 233227.40264062502 134294.80049999998 21962.922634357878 -143715.94415879363 160257.60126953127 -27619.469683159725 4513.10419121414 16408.729973958336 91221.287607758626 -67882.581328125001 -14178.300601473722 248844.38234374998 -95485.718128410226 -37308.667636718754 137781.51624644885 22275.348660714288 196858.20145733174 190046.05777529764 -268.12845982142858
leaf_weight=1790077 2267123 239 13395 79 156 611 280 191 261 143 146 25 25 108 43 32 99 244 30 58 20 44 20 63 160 22 42 26 21 21
leaf_count=1790077 2267123 239 13395 79 156 611 280 191 261 143 146 25 25 108 43 32 99 244 30 58 20 44 20 63 160 22 42 26 21 21
internal_value=0 45.5624 3120.27 9643.06 6789.45 -11940.4 12457.7 23684.2 8743.34 2651.75 11768.3 47582.8 -5853.85 13011 6376.18 53573.1 20194.5 -14467.9 -77911.3 18732.1 12342.4 22537.8 78840.3 -41352.9 4884.71 39846.2 125350 89027.6 146508 94889
internal_weight=0 1.80668e+06 16604 3209 2970 690 2280 1063 872 1217 937 309 628 482 457 140 242 317 73 716 658 553 132 105 421 42 88 68 67 42
internal_count=4073804 1806681 16604 3209 2970 690 2280 1063 872 1217 937 309 628 482 457 140 242 317 73 716 658 553 132 105 421 42 88 68 67 42
is_linear=0
shrinkage=0.1


Tree=3189
num_leaves=31
num_cat=0
split_feature=6 1 6 1 6 5 0 4 0 0 6 0 6 3 4 4 0 3 0 1 3 2 4 5 6 0 1 0 6 6
split_gain=6.94792e+11 3.52591e+12 2.17183e+13 4.39595e+13 4.46109e+13 3.47474e+13 2.84e+13 2.29086e+13 3.47232e+13 4.9534e+13 3.43523e+13 2.41976e+13 2.50971e+13 2.25746e+13 2.09989e+13 2.06659e+13 2.73148e+13 2.45451e+13 4.02358e+13 4.66077e+13 3.16733e+13 3.11043e+13 4.13082e+13 7.00104e+13 4.5039e+13 3.22588e+13 2.94428e+13 2.42741e+13 2.73921e+13 7.74673e+13
threshold=102.04000000000001 37.618684050000006 112.00500000000001 37.543519500000009 108.05000000000001 3.5000000000000004 55.649510000000014 24.500000000000004 59.856552950000008 59.882709350000006 104.01000000000001 55.702806750000008 103.03500000000001 20.500000000000004 25.500000000000004 9.5000000000000018 44.895258050000002 4.5000000000000009 54.73499850000001 30.157841000000001 5.5000000000000009 7833.0000000000009 4.5000000000000009 3.5000000000000004 108.05000000000001 59.939085000000013 30.277905650000005 59.963561900000009 106.49500000000002 105.00500000000001
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 7 5 13 -6 15 10 -10 11 -9 -13 -5 -12 17 -17 21 -19 20 -20 25 23 24 -23 -2 -21 28 29 -27
right_child=1 -3 -4 4 6 -7 -8 8 9 -11 14 12 -14 -15 -16 16 -18 18 19 26 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=6.7922698734475651 6920.5627922129415 62.526298916998876 1144.7645602996404 -81128.418175828323 -62813.573229449736 28800.556228821541 -190550.58694196431 65823.186103515633 -161255.76914062502 305.78398417758171 82804.305410638568 13669.529512001813 -81688.473620074743 37223.193046875 16887.629494026914 -60164.687244591354 -8381.2236364129531 45266.50571495379 -143749.41985294118 63844.452183948866 -17597.643001302084 24663.76507324219 -53158.053580729167 -92262.220205965918 189214.71651785716 -25080.454401765048 2282.6194251979641 -484.04434691327452 -11812.104165563207 -185135.14119233633
leaf_weight=3966508 1712 82579 14716 83 46 83 28 40 20 371 143 69 46 20 73 104 4957 284 34 88 48 80 270 44 21 108 663 347 177 42
leaf_count=3966508 1712 82579 14716 83 46 83 28 40 20 371 143 69 46 20 73 104 4957 284 34 88 48 80 270 44 21 108 663 347 177 42
internal_value=0 -251.096 -1298.9 -4894.64 -45475.3 -19348.1 -111146 -3811.49 12835.4 -7958.23 34750 -1171.26 -24473.7 -58147.5 60526.9 -5224.22 -9445.34 228.315 12762 1680.1 -69904.5 -4769.96 -30037.6 13014.3 58877.3 -375.133 9496.26 -18906.6 -38456 -69895.8
internal_weight=0 107296 24717 10001 260 186 74 9741 762 391 371 155 115 103 216 8979 5061 3918 1117 833 82 2801 415 145 101 2386 751 674 327 150
internal_count=4073804 107296 24717 10001 260 186 74 9741 762 391 371 155 115 103 216 8979 5061 3918 1117 833 82 2801 415 145 101 2386 751 674 327 150
is_linear=0
shrinkage=0.1


Tree=3190
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 7 1 1 4 0 3 4 6 7 3 4 0 4 4 5 3 0 0 6 1 3 4 4 6 0
split_gain=7.26408e+11 5.9487e+12 1.11318e+13 2.6872e+13 2.58409e+13 2.24147e+13 1.90876e+13 6.20022e+13 2.04152e+13 1.89567e+13 4.48548e+13 4.40548e+13 1.68218e+13 2.53433e+13 2.24038e+13 3.45242e+13 5.09958e+13 3.37177e+13 2.23429e+13 2.39859e+13 2.21119e+13 5.82711e+13 7.79533e+13 1.00662e+14 4.25454e+13 3.68321e+13 3.08e+13 5.63498e+13 2.63313e+13 2.64646e+13
threshold=110.01500000000001 3.5000000000000004 55.710673100000008 55.60524465000001 55.743464250000009 6.0000000000000009 49.195555600000006 49.230435000000007 9.5000000000000018 55.883833400000007 3.5000000000000004 5.5000000000000009 134.05000000000004 6.0000000000000009 5.5000000000000009 8.5000000000000018 57.14107305000001 21.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 56.818587550000011 56.850115550000005 142.05000000000004 65.559704250000024 3.5000000000000004 12.500000000000002 15.500000000000002 189.00000000000003 57.113979900000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 10 11 -9 14 20 17 16 -16 -11 -15 -20 21 -14 23 -23 25 -24 -25 -28 29 -26
right_child=1 2 4 -5 6 -7 7 9 -10 12 -12 -13 13 18 15 -17 -18 -19 19 -21 -22 22 24 26 28 -27 27 -29 -30 -31
leaf_value=5.7295483598633066 -1156.9097205463729 -167.31391052521576 23925.641067003849 -19826.601017246961 5012.8252721755935 124800.94765625001 -37314.175245768231 54454.974583333336 -117953.07957175927 -20436.003722311038 96347.486453295511 -125286.09354687501 -32658.632043349004 -60483.335286458343 187089.50416666668 -1513.5109340588324 -29119.144470214844 83622.641748046881 27406.43961381392 111589.31263244629 -7670.4900389429913 223821.04596036585 -23792.639352747679 86332.287394067796 290.17699011600382 37771.209943373426 -128182.81718750001 96121.237462797624 -38402.625260416673 105631.70017260173
leaf_weight=4000160 39060 19497 268 721 8799 24 75 30 54 1157 63 25 226 24 24 1105 20 32 220 40 1430 41 323 59 33 139 24 21 24 86
leaf_count=4000160 39060 19497 268 721 8799 24 75 30 54 1157 63 25 226 24 24 1105 20 32 220 40 1430 41 323 59 33 139 24 21 24 86
internal_value=0 -311.215 643.933 -868.389 2772.3 32216.8 2161.4 -2594.93 -71070 -878.397 38740.6 -27245.5 -1808.2 3584.23 -8012.49 1945.46 88812.8 -17635.4 31835.9 40357.7 249.455 11853.5 25266.5 91120.2 9483.33 -5270.18 38805.4 -23507.6 57148.5 76419.3
internal_weight=0 73644 34584 20218 14366 292 14074 5275 129 5146 118 55 5028 2690 2338 1149 44 1189 284 260 2406 976 750 145 605 462 104 45 143 119
internal_count=4073804 73644 34584 20218 14366 292 14074 5275 129 5146 118 55 5028 2690 2338 1149 44 1189 284 260 2406 976 750 145 605 462 104 45 143 119
is_linear=0
shrinkage=0.1


Tree=3191
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 4 6 4 4 4 4 6 6 4 6 0 6 6 7 3 6 6 4 6 6 3 6 0 6 6
split_gain=6.90605e+11 2.57284e+13 4.1931e+13 5.20589e+13 3.96324e+13 3.72571e+13 5.14803e+13 2.85207e+13 2.73319e+13 2.69468e+13 2.65279e+13 2.34459e+13 2.29951e+13 4.91815e+13 1.99969e+13 1.82052e+13 1.79382e+13 6.30509e+13 6.13729e+13 3.03829e+13 3.00549e+13 2.86024e+13 3.91034e+13 3.17362e+13 1.78086e+13 2.71617e+13 2.1184e+13 1.75502e+13 1.67922e+13 1.65478e+13
threshold=82.92647190000001 82.918694400000007 55.030407050000001 55.061158000000006 55.015000000000008 7.5000000000000009 54.990000000000002 10.500000000000002 24.500000000000004 18.500000000000004 18.500000000000004 32.515000000000008 77.565000000000012 9.5000000000000018 41.505000000000003 55.018166200000003 102.04000000000001 106.49500000000002 6.0000000000000009 4.5000000000000009 99.050000000000011 130.05000000000004 11.500000000000002 168.45000000000002 33.005000000000003 3.5000000000000004 36.405000000000008 55.071632200000003 43.405000000000008 88.00500000000001
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 7 5 6 14 12 27 11 -9 -7 -4 -14 -3 -16 20 18 -18 -19 29 -21 23 -23 25 -13 -26 -5 -10 -6
right_child=-2 2 3 8 16 9 -8 10 28 -11 -12 24 13 -15 15 -17 17 19 -20 21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.85204504784481916 83.843811904328447 -7254.4267369325553 11071.475200334164 2742.769364440383 -18951.401342112353 10223.900983720261 164562.63346354169 36634.72488729543 -37131.389813701928 11629.667287710494 -27328.821880351032 -89261.773770532862 -923.84212599892658 -91913.403906250009 7803.6359185774963 36353.570735314774 227702.93648097827 -22022.918076616686 -3311.593113111413 -6975.1959844466755 -95446.273250000013 196455.41863425926 -35310.889062499999 40094.884375000001 14261.694892137572 -7994.9336790589077 -15335.605261733361 -15954.983981938567 -131553.66603260869 13343.888776548467
leaf_weight=3266650 791523 639 2116 1027 3176 440 21 580 104 595 73 78 524 67 950 292 23 483 23 109 50 27 23 25 266 87 2661 982 23 167
leaf_count=3266650 791523 639 2116 1027 3176 440 21 580 104 595 73 78 524 67 950 292 23 483 23 109 50 27 23 25 266 87 2661 982 23 167
internal_value=0 -20.219 -4067.62 2965.74 -7881.67 -2721.07 8858.53 10725.6 -9240.81 -8057.73 29484.1 -11374.3 6200.57 -11239.1 7120.21 14515.9 -15459.2 -1040.46 112196 -8849.85 -18489.1 25729.5 73260.2 121282 -14447.7 -46412 -12645.9 -6396.7 -54231.5 -17338.1
internal_weight=0 3.28228e+06 15631 5496 10135 6029 1902 3360 2136 4127 653 3532 2707 591 1881 1242 4106 713 46 667 3393 184 75 52 3092 165 2927 2009 127 3343
internal_count=4073804 3282281 15631 5496 10135 6029 1902 3360 2136 4127 653 3532 2707 591 1881 1242 4106 713 46 667 3393 184 75 52 3092 165 2927 2009 127 3343
is_linear=0
shrinkage=0.1


Tree=3192
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 0 4 6 1 0 7 0 4 4 6 5 4 6 0 6 0 4 3 4 4 6 3 6 6 7
split_gain=6.32112e+11 3.42985e+13 8.38251e+13 4.91189e+13 5.37124e+13 3.50707e+13 8.19717e+13 3.27916e+13 2.70142e+13 3.74348e+13 6.24076e+13 4.943e+13 6.7609e+13 4.34656e+13 4.80131e+13 1.32602e+14 1.34786e+14 4.29429e+13 3.64784e+13 3.67526e+13 3.4684e+13 7.85076e+13 4.63009e+13 6.26511e+13 7.7074e+13 4.65705e+13 4.04531e+13 1.23794e+14 4.09011e+13 3.72194e+13
threshold=38.430814800000007 38.247071200000008 56.520242650000007 98.020000000000024 54.990000000000002 55.850146250000009 10.500000000000002 75.605000000000004 38.166910000000009 56.288960650000007 6.0000000000000009 55.667390500000003 9.5000000000000018 4.5000000000000009 81.705000000000013 3.5000000000000004 13.500000000000002 79.015000000000015 55.418618900000006 77.565000000000012 56.309668500000008 14.500000000000002 8.5000000000000018 11.500000000000002 16.500000000000004 30.025000000000002 1.5000000000000002 34.605000000000011 37.705000000000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -8 -1 10 11 18 -13 -11 20 16 -16 -12 19 -10 22 29 25 -24 -25 -15 28 -28 -27 -22
right_child=-2 2 -4 -5 5 6 7 -9 9 13 17 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=56.566649525191657 -25.63798358810827 3616.5497067321871 -19559.878293436119 -30746.96447853799 14719.756593782202 23294.665779488987 102187.25007990058 256616.58574218751 -10074.024315732597 -19451.555108343975 -23472.774045146431 -7014.1928461631878 -42690.043453563958 -58068.97766927084 320015.68549636315 -128895.58156250001 6457.0161808894236 -117106.84236366421 2889.3145432128567 -78305.937704725162 -231.27352898819569 -130087.48301630435 -134228.75972222222 112363.50894097223 -23510.608622144617 -120038.00600766782 231051.5 41871.539161811445 24285.527929687501 101916.20859968856
leaf_weight=1181580 2861586 8749 1284 333 4075 244 44 20 1615 511 1237 2390 683 48 29 20 26 51 7179 83 993 46 36 54 184 27 37 531 72 37
leaf_count=1181580 2861586 8749 1284 333 4075 244 44 20 1615 511 1237 2390 683 48 29 20 26 51 7179 83 993 46 36 54 184 27 37 531 72 37
internal_value=0 60.5215 4853.42 7181.43 8143.21 17179 49715.8 150446 1.48834 -4094.39 -6266.51 -4012.37 -14943.4 6752.27 13009.3 91605.7 171788 -27180.3 -228.293 -13409.3 10154.8 -2270.24 23672.8 -11279.4 7317.97 37067 43913.4 54194.9 -15075.4 3438.1
internal_weight=0 1.21222e+06 14749 13465 13132 4383 308 64 1.19747e+06 15889 13238 11950 3073 2651 2140 75 55 1288 8877 1698 2065 1076 989 274 238 715 667 568 99 1030
internal_count=4073804 1212218 14749 13465 13132 4383 308 64 1197469 15889 13238 11950 3073 2651 2140 75 55 1288 8877 1698 2065 1076 989 274 238 715 667 568 99 1030
is_linear=0
shrinkage=0.1


Tree=3193
num_leaves=31
num_cat=0
split_feature=1 6 6 5 3 6 0 1 0 4 0 1 0 6 6 6 3 1 4 0 0 7 0 4 4 4 4 5 3 6
split_gain=6.44525e+11 4.75059e+12 2.59931e+13 1.65795e+13 3.06328e+13 2.45822e+13 4.05542e+13 2.44221e+13 3.6205e+13 3.22064e+13 3.18967e+13 2.22314e+13 3.8896e+13 1.92035e+13 1.90044e+13 2.75047e+13 3.62432e+13 5.55704e+13 4.42323e+13 2.85802e+13 1.9955e+13 3.97179e+13 1.09434e+14 2.76479e+13 1.83384e+13 1.83003e+13 2.78969e+13 1.80335e+13 2.52123e+13 2.05706e+13
threshold=82.860505900000007 71.030000000000015 71.715000000000018 2.5000000000000004 2.5000000000000004 75.605000000000004 55.007293000000011 82.886781200000016 55.050541250000002 4.5000000000000009 54.94110555000001 82.895858600000011 55.055052800000006 72.020000000000024 82.00500000000001 79.710000000000022 16.500000000000004 82.906746050000024 24.500000000000004 55.039488700000007 55.039488700000007 6.0000000000000009 55.013931500000005 15.500000000000002 14.500000000000002 8.5000000000000018 14.500000000000002 1.5000000000000002 13.500000000000002 75.010000000000005
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 -4 6 27 8 9 -5 -11 12 -7 24 15 -9 20 18 -18 -19 21 -17 25 -24 -8 -23 -27 -6 29 -29
right_child=1 2 3 7 5 11 13 14 -10 10 -12 -13 -14 -15 -16 16 17 19 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-21.203444945711631 -25.027909431884027 16502.094107710254 8807.545221922921 -36709.354250038094 -54631.075790334311 -41402.138183178788 13585.291311481436 1182.6778478644287 90898.685079520103 -31880.224125744047 16636.78886653066 -7493.2111393839923 81045.01698521206 13540.28787490707 -90.36609210820086 7132.934906054692 42558.14711403918 75601.819628906247 143613.69631347657 -11617.72744819455 371.41414112994323 -21202.307322862413 232465.25930059527 103540.27027954103 -28363.596746439871 63912.76910753487 1821.2487003580729 -13140.635663147152 31392.258734090443 48997.801553622165
leaf_weight=3172333 758551 1021 1883 141 86 353 186 26886 56 147 1733 6006 28 1994 92897 3281 134 46 64 205 3121 108 21 80 237 121 180 1699 151 55
leaf_count=3172333 758551 1021 1883 141 86 353 186 26886 56 147 1733 6006 28 1994 92897 3281 134 46 64 205 3121 108 21 80 237 121 180 1699 151 55
internal_value=0 74.6162 603.48 489.085 -2961.85 -5014.82 729.338 827.66 11583.8 9386.02 12843.2 -8979.16 -32403.4 9434.85 651.951 2665.53 8081.63 35612.7 75222.6 4366.73 6293.22 11168.4 37130.2 130346 -9917.99 14111.1 26781.6 -9838.83 -7816.71 -11192.2
internal_weight=0 901471 142920 141899 12678 10795 4408 129221 2077 2021 1880 6387 381 2417 127144 34247 7361 449 198 251 6912 3791 510 101 423 409 301 1991 1905 1754
internal_count=4073804 901471 142920 141899 12678 10795 4408 129221 2077 2021 1880 6387 381 2417 127144 34247 7361 449 198 251 6912 3791 510 101 423 409 301 1991 1905 1754
is_linear=0
shrinkage=0.1


Tree=3194
num_leaves=31
num_cat=0
split_feature=4 0 1 2 0 0 6 7 6 0 0 0 3 1 6 6 0 3 0 3 0 0 6 6 7 0 4 0 1 7
split_gain=6.1745e+11 1.40889e+13 2.28872e+13 2.88015e+13 2.19538e+13 1.49076e+13 1.29027e+13 1.28065e+13 1.50083e+13 1.22242e+13 1.28034e+13 1.02973e+13 8.27278e+12 8.14286e+12 8.00592e+12 7.71705e+12 8.25418e+12 6.56945e+12 6.30332e+12 5.98357e+12 5.87582e+12 5.78526e+12 1.84809e+13 3.15379e+13 7.42942e+13 2.11466e+13 2.45081e+13 2.02862e+13 1.84839e+13 2.76782e+13
threshold=32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 55.633951400000008 55.660117850000006 77.010000000000005 6.0000000000000009 69.015000000000015 54.762682300000009 54.73499850000001 55.554045200000012 17.500000000000004 60.636764050000004 88.825000000000003 92.02500000000002 55.554045200000012 21.500000000000004 53.175387700000009 28.500000000000004 54.724612400000005 55.806294650000005 70.00500000000001 75.010000000000005 6.0000000000000009 55.696737300000009 33.500000000000007 55.79439725000001 37.401708450000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -6 9 8 -4 10 18 12 -2 21 -8 16 -9 -3 -5 -14 -16 22 28 24 -24 -26 -27 -25 -7 -30
right_child=1 4 3 6 5 13 14 15 -10 -11 -12 -13 19 -15 20 -17 -18 -19 -20 -21 -22 -23 23 27 25 26 -28 -29 29 -31
leaf_value=2.5641040827264443 9648.1650274258918 -27666.189028825433 -21543.6972783891 -53685.595294331404 39525.389091028796 -28557.622365743173 59152.817996002908 74064.244263599539 76073.407733444939 -91971.101718750011 51192.661988146552 -64397.831000000006 -14805.218004168888 62247.648593750004 31132.794275390625 5615.7593750000005 39726.808187176117 -80742.908533653856 -7760.8359057212365 5003.1972779304751 -41587.48487304688 233.59730266495146 -167937.22763157895 2757.6924056764637 -3624.73568110628 -58280.164766191949 37408.214623235886 -54265.099971277574 25780.313464894483 -1979.2336368575038
leaf_weight=4056209 535 58 63 43 89 238 43 108 21 20 29 25 396 20 25 41 199 39 98 248 20 8142 38 756 265 196 31 68 385 5356
leaf_count=4056209 535 58 63 43 89 238 43 108 21 20 29 25 396 20 25 41 199 39 98 248 20 8142 38 756 265 196 31 68 385 5356
internal_value=0 -591.108 7508.42 21748.4 -1579.72 -1284.53 -3358.76 37905.3 2860.58 -18020.4 -9320.33 -888.913 457.756 -1518.93 28297.1 46364.4 51806.4 -49006.3 -21766.3 -7177.13 -1187.33 -1601.34 -3638.72 -14188.1 -33217.8 -22812.6 -45212.6 -1948.07 -1249.72 -117.637
internal_weight=0 17595 1914 710 15681 15584 278 432 84 190 170 1204 1179 15495 88 348 307 97 141 644 45 15475 7333 1354 530 492 227 824 5979 5741
internal_count=4073804 17595 1914 710 15681 15584 278 432 84 190 170 1204 1179 15495 88 348 307 97 141 644 45 15475 7333 1354 530 492 227 824 5979 5741
is_linear=0
shrinkage=0.1


Tree=3195
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 7 6 6 4 6 4 7 0 4 0 6 4 6 6 5 4 6 4 4 7 6 4 3
split_gain=6.1044e+11 1.67567e+13 8.61861e+13 1.27454e+14 1.12329e+14 9.36666e+13 9.01717e+13 1.05648e+14 2.33677e+14 9.06872e+13 6.27341e+13 4.81273e+13 4.79913e+13 4.65751e+13 4.88145e+13 5.18027e+13 4.37783e+13 3.94779e+13 5.57478e+13 9.59283e+13 5.92125e+13 3.89728e+13 4.64006e+13 4.81756e+13 3.87583e+13 1.15907e+14 4.31336e+13 3.84497e+13 3.81418e+13 4.7346e+13
threshold=56.83050475000001 56.850115550000005 60.590708550000009 60.605526900000008 60.549354600000008 17.500000000000004 56.838524800000009 6.0000000000000009 51.405000000000008 50.010000000000012 5.5000000000000009 95.045000000000016 29.500000000000004 6.0000000000000009 56.838524800000009 5.5000000000000009 56.838524800000009 63.005000000000003 9.5000000000000018 106.49500000000002 108.05000000000001 1.5000000000000002 8.5000000000000018 99.050000000000011 24.500000000000004 23.500000000000004 6.0000000000000009 138.05000000000004 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 2 4 6 -2 13 21 8 9 -8 -10 12 -9 14 15 -6 -7 -17 19 -19 -20 -4 23 -23 25 -5 -27 -13 -12 -30
right_child=1 -3 3 24 5 16 7 11 10 -11 28 27 -14 -15 -16 17 -18 18 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-19.234014209027421 2751.5384523796602 -12.164752953704967 -9981.7872905130844 5265.1965167498829 5525.2396358222968 89262.609706214353 -9001.9869628906254 -14675.31924338741 6940.1539680577544 -158786.52406250002 234038.08771306818 -90177.385058593762 30578.635579989346 78040.372662984926 -2285.1312136202446 18831.3392619365 36331.757715319349 70573.259436623455 67620.476280893185 290693.97878605773 -20184.687473122132 -4039.7690025288207 -43491.222838505928 -148761.38841145832 21403.681501877756 49890.863393314554 -37042.277532456668 59585.639062500006 -13196.878088378908 113091.05642694978
leaf_weight=3267182 9648 776305 992 9254 800 263 211 1585 79 50 22 120 275 116 1176 444 385 83 260 26 109 553 1480 24 1126 61 887 20 34 234
leaf_count=3267182 9648 776305 992 9254 800 263 211 1585 79 50 22 120 275 116 1176 444 385 83 260 26 109 553 1480 24 1126 61 887 20 34 234
internal_value=0 77.9064 2384.29 -2332.54 8411.28 23322.6 -14559.1 -991.579 34719 -37696.3 85939.6 -12240.4 -7984.55 15906.9 13419.9 24145.3 57814.5 40301.4 60244.4 123079 41683.4 -26262.1 -34113.4 -10059.4 3796.92 1853.65 -31448.5 -68782.7 107460 97069.5
internal_weight=0 806622 30317 17007 13310 3662 5679 2630 630 261 369 2000 1860 3014 2898 1722 648 922 478 109 369 3049 2057 577 11328 10202 948 140 290 268
internal_count=4073804 806622 30317 17007 13310 3662 5679 2630 630 261 369 2000 1860 3014 2898 1722 648 922 478 109 369 3049 2057 577 11328 10202 948 140 290 268
is_linear=0
shrinkage=0.1


Tree=3196
num_leaves=31
num_cat=0
split_feature=1 0 4 4 4 6 3 4 6 6 1 0 6 4 4 6 3 5 4 6 4 3 0 6 6 6 6 4 6 7
split_gain=6.27157e+11 1.68761e+13 7.14317e+13 2.93675e+13 2.66079e+13 2.93636e+13 2.58548e+13 2.22531e+13 4.82632e+13 1.95504e+13 1.52953e+13 4.19339e+13 3.27498e+13 2.417e+13 4.64762e+13 5.55367e+13 6.55494e+13 8.45398e+13 1.31479e+14 6.61563e+13 9.27105e+13 4.17127e+13 3.98328e+13 4.12578e+13 4.45227e+13 4.3537e+13 1.00986e+14 3.84609e+13 3.52866e+13 3.82561e+13
threshold=39.718675700000013 43.6005307 12.500000000000002 3.5000000000000004 21.500000000000004 60.305000000000007 2.5000000000000004 8.5000000000000018 55.805000000000007 73.995000000000019 39.723160900000003 47.222459950000008 98.020000000000024 20.500000000000004 6.5000000000000009 48.410000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 54.710000000000008 4.5000000000000009 3.5000000000000004 43.6005307 71.030000000000015 69.015000000000015 105.00500000000001 138.05000000000004 2.5000000000000004 50.410000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 -10 11 13 -13 14 15 21 17 27 -19 20 -18 -2 23 24 -21 -25 -27 -17 -29 -30
right_child=10 -3 4 6 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 16 19 18 -20 22 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-50639.257343750003 -17854.424494661722 40.580434334539476 -161245.58377403847 163353.52365301724 11477.294094050481 -23329.214024593955 13335.147328522246 208732.03959375003 -26483.939636230469 99873.205160156256 -13.153999081928806 4084.8009591995901 45752.826427490239 3552.4708350556957 -14229.056917556522 -22533.073737819221 -90209.738334773137 -237472.94903017243 56507.912280273442 -53328.901605991101 55829.451683280517 12392.384960422138 11935.799614662839 14114.612059151787 -189566.67222222223 -231793.97650000002 61969.75145596591 -7019.4209072353615 62418.031451356379 -8796.081537291062
leaf_weight=20 1860 1774169 26 29 65 38 59 25 24 25 2283727 3317 200 2190 5463 93 52 29 32 215 265 604 217 175 27 25 22 111 614 86
leaf_count=20 1860 1774169 26 29 65 38 59 25 24 25 2283727 3317 200 2190 5463 93 52 29 32 215 265 604 217 175 27 25 22 111 614 86
internal_value=0 44.6635 23337.3 63685.5 -33588.1 -79357.7 77799.6 59145 95669.1 37984 -34.4686 -3155.37 6454.32 -5953.16 -8058.04 -442.9 12105.7 30689.1 -83253.5 -5863.23 31873.5 -10440 -23429.4 -39968.7 -68529 -8835.4 -94287.6 38377.7 45362.6 53668.9
internal_weight=0 1.77448e+06 311 182 129 64 162 133 74 49 2.29932e+06 15597 3517 12080 9890 4427 1963 965 61 998 317 2464 681 464 242 222 47 904 811 700
internal_count=4073804 1774480 311 182 129 64 162 133 74 49 2299324 15597 3517 12080 9890 4427 1963 965 61 998 317 2464 681 464 242 222 47 904 811 700
is_linear=0
shrinkage=0.1


Tree=3197
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 7 0 1 0 0 1 5 7 0 0 0 4 3 1 0 4 1 1 1 0 3 0 4 2 1
split_gain=6.34368e+11 3.48244e+12 5.04446e+12 8.9636e+12 4.90472e+12 5.1395e+12 6.63761e+12 4.66846e+12 4.32438e+12 1.10429e+13 5.81741e+12 5.96789e+12 8.8602e+12 4.72273e+12 1.17975e+13 5.42154e+12 5.23189e+12 5.02225e+12 4.54994e+12 4.40436e+12 7.65684e+12 7.14281e+12 9.24609e+12 2.52748e+13 2.04988e+13 1.79716e+13 1.26719e+13 9.79103e+12 9.22194e+12 6.27952e+12
threshold=42.005000000000003 42.205000000000005 30.330566300000005 30.205407000000005 59.864072000000007 6.0000000000000009 59.764576050000009 30.084656550000002 59.905532300000012 59.990753350000013 30.472130500000002 1.5000000000000002 6.0000000000000009 54.86311005000001 54.932051950000009 45.022979600000006 11.500000000000002 1.5000000000000002 30.389265100000003 59.825842200000004 10.500000000000002 37.401708450000008 37.563506350000004 37.586700500000006 55.743464250000009 4.5000000000000009 55.759969450000007 11.500000000000002 75.000000000000014 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 11 12 -10 15 17 16 -4 -15 -11 21 -21 28 25 24 -24 26 -23 -27 -16 -29
right_child=1 -3 8 -5 7 6 -8 -9 9 18 -12 -13 -14 14 19 -17 -18 -19 -20 20 -22 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=54.617168057696212 -16514.545350632441 -21.264911996062018 2906.0373310460454 -17604.95995024389 54315.703113839292 -8961.5352771577382 50474.341877297797 -2947.1543457031253 90931.153305288462 -30888.291189453124 -5973.942552274817 10955.95635405041 21625.087700892858 -49477.87828480114 46409.176880296611 4839.9500000240432 -19071.971848179743 -15692.97675855232 2821.5395926556184 9632.0653135102384 -36477.875630139803 -11608.249921070446 14463.516967773438 -2313.3526834826052 119836.63694010417 -79758.17578125 44334.41649739584 -8828.3754666541809 4592.9875596842776 -33060.40966002542
leaf_weight=1397217 105 2665829 226 490 35 42 34 24 39 50 34 42 35 66 59 1777 208 132 201 58 95 88 48 5810 30 30 75 219 497 209
leaf_count=1397217 105 2665829 226 490 35 42 34 24 39 50 34 42 35 66 59 1777 208 132 201 58 95 88 48 5810 30 30 75 219 497 209
internal_value=0 -28.511 -1824.08 -9849.86 5983.47 -2178.37 17628.2 31022.3 -1239.83 8935.02 30401.5 41063.3 58151.3 -1663.65 -2873.03 2392.76 -7627.2 -26954.6 -3893.57 -2212.43 -18998.3 -1848.92 -2778.22 -1554.22 54991.6 -14383.6 14132.2 -24532.3 9030.32 -20661.3
internal_weight=0 2.67659e+06 10758 730 240 181 76 59 10028 401 150 116 74 9627 7416 2211 434 198 251 7218 153 7065 6509 5888 78 621 163 458 556 428
internal_count=4073804 2676587 10758 730 240 181 76 59 10028 401 150 116 74 9627 7416 2211 434 198 251 7218 153 7065 6509 5888 78 621 163 458 556 428
is_linear=0
shrinkage=0.1


Tree=3198
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 5 6 6 6 0 0 6 3 4 0 4 6 6 0 6 6 3 6 6 3 3 4 6 3
split_gain=6.34817e+11 4.41127e+12 3.42864e+13 1.07768e+14 9.94049e+13 1.19751e+14 1.36722e+14 1.12127e+14 9.58401e+13 9.422e+13 9.02561e+13 5.04271e+13 3.96604e+13 4.98764e+13 3.82366e+13 4.94691e+13 4.24159e+13 1.10887e+14 9.85487e+13 8.09915e+13 6.94259e+13 6.26414e+13 5.92584e+13 3.64052e+13 3.45761e+13 5.29872e+13 5.10301e+13 3.42383e+13 6.45529e+13 3.40253e+13
threshold=9.5000000000000018 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.982409200000006 1.5000000000000002 59.815000000000005 95.045000000000016 49.485000000000007 59.939085000000013 59.963561900000009 44.205000000000005 6.5000000000000009 6.5000000000000009 59.963561900000009 8.5000000000000018 62.625000000000007 66.50500000000001 60.05226170000001 67.445000000000007 71.030000000000015 5.5000000000000009 87.015000000000015 80.030000000000015 5.5000000000000009 3.5000000000000004 6.5000000000000009 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 2 10 -4 5 6 7 9 11 -5 -1 27 -12 -14 15 -6 17 22 -18 21 -19 -20 -16 24 25 26 -22 -8 -29 -9
right_child=-2 -3 3 4 14 -7 8 29 -10 -11 12 -13 13 -15 16 -17 18 20 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=477.59845803033988 36.769031960115917 -70.159319046418688 632.17815789406814 46631.618483775746 145732.76354337993 15058.8598593403 38241.683968098958 51260.548828125 -50298.923563508069 230279.33896484377 8314.0945222553455 34567.870221656973 -34946.059799033719 20331.622599239869 -20410.990697359754 -14587.418088942308 -33556.040240725481 -208530.77233455883 258598.32129629632 -21629.678808593751 -88882.627236519606 81579.176765422089 75297.943574955789 12108.941737288136 -178674.13469827588 -177947.11459263394 59013.780050872097 297905.51290322578 142554.59200520834 -65322.660210597831
leaf_weight=46374 2181312 1831848 9703 220 38 985 24 32 31 32 361 43 1387 185 166 39 173 34 27 56 51 77 106 59 29 28 43 31 195 115
leaf_count=46374 2181312 1831848 9703 220 38 985 24 32 31 32 361 43 1387 185 166 39 173 34 27 56 51 77 106 59 29 28 43 31 195 115
internal_value=0 -42.3805 796.723 5501.81 23440.3 37744.3 68650.5 29464 116908 69952 -404.896 134599 -21576.5 -28440.7 -2943.33 64531.6 -9062.97 -27018.9 18760.6 75328.1 -75963.6 127536 16887.3 -54500.3 -80526.4 -57196.2 -21227.9 151804 163864 -39944
internal_weight=0 1.89249e+06 60644 12337 2634 1708 723 399 324 252 48307 293 1933 1572 926 77 849 516 333 160 244 104 272 210 151 122 94 250 226 147
internal_count=4073804 1892492 60644 12337 2634 1708 723 399 324 252 48307 293 1933 1572 926 77 849 516 333 160 244 104 272 210 151 122 94 250 226 147
is_linear=0
shrinkage=0.1


Tree=3199
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 7 3 1 7 1 0 4 6 0 4 1 6 5 4 6 3 1 6 6 4 4 6 6 4 3
split_gain=6.39075e+11 5.9333e+12 4.65967e+13 3.69156e+14 1.15395e+14 5.4926e+13 4.94162e+13 2.46665e+13 7.58065e+13 6.79081e+13 4.42065e+13 7.36738e+13 2.84116e+13 2.74348e+13 2.61045e+13 2.51262e+13 2.08848e+13 1.93321e+13 1.94585e+13 1.85421e+13 4.60424e+13 3.18196e+13 1.76726e+13 2.06391e+13 1.69392e+13 1.55991e+13 1.66084e+13 2.0439e+13 1.57404e+13 3.42734e+13
threshold=55.026775150000006 55.013931500000005 82.948524700000021 55.014086100000007 2.5000000000000004 6.0000000000000009 5.5000000000000009 82.901648750000021 6.0000000000000009 82.911604200000014 55.018166200000003 18.500000000000004 38.205000000000005 55.02095400000001 24.500000000000004 82.906746050000024 63.855000000000011 3.5000000000000004 7.5000000000000009 130.05000000000004 7.5000000000000009 82.93515810000001 62.375000000000007 56.805000000000007 18.500000000000004 9.5000000000000018 138.05000000000004 105.00500000000001 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 -1 3 4 5 -3 -6 12 15 -10 11 -11 -5 -12 22 16 -9 19 -19 -17 21 -21 23 -15 -4 26 27 -20 -27 -30
right_child=-2 2 24 7 6 -7 -8 8 9 10 13 -13 -14 14 -16 17 -18 18 25 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.31602055474973972 -33.759787339727204 205875.04862689396 186.40162584403254 12429.792430393052 177870.23819679057 63114.108181866497 364527.810326087 27416.173594512944 222316.34218750001 243496.62836538462 12342.765239781511 28310.041530106708 -4533.1977668423351 37491.142720170457 142614.37164678573 5087.7894044049544 152570.39109374999 -59166.813111822288 9388.7436565896751 43130.980758101854 -42986.808541666665 207256.68913690478 -2707.7142503004811 160007.39311523439 -9417.2217412171849 -50288.14840860173 -42692.34175 115484.36848958333 75445.072634548618 -23761.113797433038
leaf_weight=1612301 2359546 33 87518 1272 37 147 23 40 20 26 405 41 4413 44 32 5379 20 83 46 27 30 21 52 20 1876 98 25 30 45 154
leaf_count=1612301 2359546 33 87518 1272 37 147 23 40 20 26 405 41 4413 44 32 5379 20 83 46 27 30 21 52 20 1876 98 25 30 45 154
internal_value=0 46.4678 786.285 6488.94 129321 89286.9 249422 4096.69 8237.09 40952.2 35101.7 111815 -737.785 25807.3 62652.8 4746.32 69134.2 4095.72 -15123 5789.73 54196.4 114936 40594.5 75777.5 -15.1376 -5937.98 28010.9 51268.6 -17482.9 -1327.55
internal_weight=0 1.71426e+06 101957 12563 240 180 60 12323 6638 640 620 67 5685 553 148 5998 60 5938 481 5457 78 48 116 64 89394 398 101 76 297 199
internal_count=4073804 1714258 101957 12563 240 180 60 12323 6638 640 620 67 5685 553 148 5998 60 5938 481 5457 78 48 116 64 89394 398 101 76 297 199
is_linear=0
shrinkage=0.1


Tree=3200
num_leaves=31
num_cat=0
split_feature=2 2 1 0 7 6 6 3 5 6 4 3 6 6 1 6 0 1 1 4 1 0 4 6 0 4 4 6 6 1
split_gain=7.18783e+11 7.66396e+12 1.53968e+13 1.43079e+13 1.81558e+13 4.26464e+13 1.3127e+13 1.02699e+13 8.55204e+12 8.42019e+12 7.8739e+12 7.25252e+12 7.22237e+12 1.31728e+13 6.38244e+12 6.29633e+12 6.04999e+12 2.49642e+13 8.10967e+13 5.40195e+13 4.17382e+13 3.25876e+13 2.79633e+13 2.72912e+13 2.78224e+13 1.16741e+14 8.37207e+13 4.32765e+13 2.88215e+13 2.79666e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 53.20799465000001 6.0000000000000009 100.05000000000001 75.010000000000005 12.500000000000002 2.5000000000000004 38.010000000000012 16.500000000000004 9.5000000000000018 106.49500000000002 122.65000000000002 45.126607350000008 83.820000000000007 55.080855950000007 61.273924650000005 61.511492200000006 5.5000000000000009 82.962856350000024 55.102137100000007 11.500000000000002 41.505000000000003 55.102137100000007 8.5000000000000018 7.5000000000000009 50.995000000000012 50.410000000000004 82.95992385000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 15 9 -6 -5 -11 14 -14 -4 -8 -2 -18 19 -19 23 -22 -21 -20 25 26 27 28 -25 -27
right_child=16 2 3 4 6 -7 7 -9 -10 11 -12 -13 13 -15 -16 -17 17 18 20 22 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=19.676360479317953 62.629210415119751 -39334.452639191062 10137.798119525194 -3433.5231498120565 -22512.824109933037 -120368.55101102943 49835.830734779098 102558.92215909091 -39016.514763532366 1845.3640060898681 -33902.558822307183 33466.55539421313 83310.027890625002 -15438.741672585227 -18771.121214893195 1147.6543447066326 46.912389853201816 -10399.68673984811 -15.707834170502657 -34707.275066525595 10683.571367147044 290.79168245871239 -94655.342267400585 -6189.1923564710123 -3872.171314280788 -35866.463180015518 118266.03190545551 12329.316778981432 -40002.757502948116 8266.0934697825433
leaf_weight=2966190 838823 79 2294 868 70 34 58 22 42 161 94 132 35 22 79 49 203527 2033 14036 672 3635 17749 88 1216 18410 1681 59 1171 318 157
leaf_count=2966190 838823 79 2294 868 70 34 58 22 42 161 94 132 35 22 79 49 203527 2033 14036 672 3635 17749 88 1216 18410 1681 59 1171 318 157
internal_value=0 25.6038 4378.66 5250.71 -2324.55 -10300.9 12552.6 40333.4 3703.94 8646.81 -6410.75 16091.1 10020.3 45196.5 9175.39 27539.4 -68.9117 -485.677 -2256.14 -18902.8 -1460.44 2057.43 -41648.6 -3490.94 -5610.64 -12565.3 422.717 -2147.62 -13198.8 -32096.7
internal_weight=0 2.97023e+06 4039 3960 1530 996 534 129 405 363 962 293 2430 57 2373 107 1.10358e+06 264752 61225 2793 58432 21384 760 37048 23012 4602 2764 2705 1534 1838
internal_count=4073804 2970229 4039 3960 1530 996 534 129 405 363 962 293 2430 57 2373 107 1103575 264752 61225 2793 58432 21384 760 37048 23012 4602 2764 2705 1534 1838
is_linear=0
shrinkage=0.1


Tree=3201
num_leaves=31
num_cat=0
split_feature=6 2 2 1 1 1 0 3 3 0 5 4 4 4 6 1 6 4 3 6 6 1 3 5 0 6 4 6 6 0
split_gain=6.71208e+11 5.60044e+12 1.17291e+13 2.03566e+13 2.12895e+13 1.11209e+13 1.94688e+13 2.59784e+13 2.79501e+13 4.7535e+13 4.47153e+13 4.9179e+13 3.23004e+13 2.98424e+13 2.47389e+13 2.46711e+13 2.27977e+13 3.12458e+13 2.72963e+13 2.83587e+13 2.9488e+13 2.22115e+13 7.15617e+13 5.32842e+13 4.87363e+13 2.84292e+13 2.53912e+13 2.57261e+13 2.47128e+13 2.39778e+13
threshold=110.01500000000001 5791.5000000000009 5611.5000000000009 40.377616600000003 40.965343750000009 82.901648750000021 55.061158000000006 5.5000000000000009 6.5000000000000009 55.039488700000007 3.5000000000000004 10.500000000000002 9.5000000000000018 7.5000000000000009 130.05000000000004 82.92647190000001 120.05000000000001 7.5000000000000009 19.500000000000004 112.00500000000001 116.05000000000001 82.918694400000007 3.5000000000000004 3.5000000000000004 54.992080650000005 114.05000000000001 13.500000000000002 120.05000000000001 128.05000000000004 55.055052800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 9 12 -11 -12 13 -9 -14 -15 17 -8 19 -19 -21 22 24 25 -7 -24 27 -25 -27 -29
right_child=1 5 3 4 -6 6 16 8 -10 10 11 -13 14 15 -16 -17 -18 18 -20 20 -22 -23 23 26 -26 28 -28 29 -30 -31
leaf_value=5.5075532422936622 208.33593443608447 -3776.9166017695061 -16311.325561523438 114210.8325997925 -6531.4398777173919 90553.82375000001 -49464.253443567963 -68755.763296874997 -3242.0730016305606 -50713.914697265631 187787.52434375 20005.674434267243 -48042.494113362634 93640.605044642871 -122956.24739583333 -9434.0775050951088 31039.163186715185 -4043.2530140700856 -45531.910471491232 127237.49728190106 18544.838239933895 1397.6517934021153 -91588.721281294391 -25344.748588867191 -13514.846890842016 100464.22560763889 177232.57558593751 70104.966072916679 -2264.1795825559702 181546.76826923079
leaf_weight=4000160 51050 11558 48 40 23 50 103 50 3689 48 25 58 240 35 54 69 438 103 57 48 52 5077 22 20 450 36 33 75 67 26
leaf_count=4000160 51050 11558 48 40 23 50 103 50 3689 48 25 58 240 35 54 69 438 103 57 48 52 5077 22 20 450 36 33 75 67 26
internal_value=0 -299.157 278.939 32750.1 70130.3 -1614.64 672.924 -514.48 -6448.08 -26874.6 26112.6 70542.4 -42368.6 -5268.3 -61802.2 25254.5 15680.8 -2850.86 15615.2 32784.6 70717.3 3810.08 19532.7 60107.3 -3107.98 11600.5 99479.7 78274.3 33640.9 98793
internal_weight=0 73644 51161 111 63 22483 10925 10124 4268 579 131 83 448 154 294 104 801 363 260 203 100 5856 779 279 500 125 154 121 103 101
internal_count=4073804 73644 51161 111 63 22483 10925 10124 4268 579 131 83 448 154 294 104 801 363 260 203 100 5856 779 279 500 125 154 121 103 101
is_linear=0
shrinkage=0.1


Tree=3202
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 1 6 3 6 6 3 6 1 6 1 6 0 3 6 1 5 0 6 2 2 0 1 1 6 6
split_gain=6.3772e+11 3.705e+12 8.93923e+12 3.22237e+13 2.20407e+13 5.15665e+13 2.5067e+13 2.29715e+13 2.22709e+13 1.87629e+13 1.66219e+13 1.41408e+13 1.29796e+13 1.1441e+13 1.48132e+13 1.0555e+13 2.33811e+13 3.31173e+13 3.32193e+13 4.01795e+13 1.89738e+13 5.6364e+13 1.46306e+13 1.33243e+13 1.74255e+13 1.56946e+13 3.55759e+13 4.24862e+13 3.46116e+13 3.4475e+13
threshold=5.5000000000000009 55.080855950000007 55.071632200000003 89.00500000000001 82.941727000000014 82.968544750000021 80.030000000000015 3.5000000000000004 74.015000000000015 76.605000000000004 2.5000000000000004 80.720000000000013 82.956351500000011 56.505000000000003 82.948524700000021 63.005000000000003 55.050541250000002 4.5000000000000009 134.05000000000004 82.906746050000024 1.5000000000000002 54.962581500000006 80.030000000000015 1696.0000000000002 2506.0000000000005 54.73499850000001 82.981285100000022 82.941727000000014 189.00000000000003 138.05000000000004
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 15 4 -4 7 9 10 12 -7 -6 -8 -9 -12 -15 -1 20 18 -18 -20 21 22 -17 -22 -25 -26 27 28 29 -27
right_child=-2 -3 3 -5 5 6 11 8 -10 -11 13 -13 -14 14 -16 16 17 -19 19 -21 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-267.98418060139323 -24.739941282621572 236.67316571658182 -9748.4479496818876 -37527.51472307607 11244.433630517189 -9795.382677865864 111208.74134615385 -12650.851272699976 54822.205755974261 -58498.019907756025 11920.676225262379 879.578822544643 16254.093845650401 108422.17590332031 37464.608652611307 -19228.998108749518 14879.747817706635 -23385.587201680224 163543.03115808824 12954.788745777027 -8832.6883654636185 -140350.79848920039 8641.3511095742324 8450.161227281782 191.60088949954189 2783.3596343478894 12437.964304754612 -21137.474302442708 -73788.978599811424 59816.36801938658
leaf_weight=459712 2928705 593538 2471 271 752 1685 26 574 68 83 166 21 213 32 365 509 1342 219 34 37 1393 34 299 3047 67953 5686 3576 827 58 108
leaf_count=459712 2928705 593538 2471 271 752 1685 26 574 68 83 166 21 213 32 365 509 1342 219 34 37 1393 34 299 3047 67953 5686 3576 827 58 108
internal_value=0 63.2749 -123.32 -3746.37 -2328.36 2272.65 -10165.7 12676.1 -83.692 -12081.8 20972.4 61912.7 -4827.78 33966.1 43184.1 -78.5866 944.278 12798.4 18406.5 85067.5 712.563 -14222.9 -8915.59 864.723 1030.97 741.918 4388.5 78.7391 3077 3846.45
internal_weight=0 1.1451e+06 551561 6727 6456 3985 1815 2170 855 1768 1315 47 787 563 397 544834 85122 1632 1413 71 83490 842 808 82648 81255 78208 10255 6679 5852 5794
internal_count=4073804 1145099 551561 6727 6456 3985 1815 2170 855 1768 1315 47 787 563 397 544834 85122 1632 1413 71 83490 842 808 82648 81255 78208 10255 6679 5852 5794
is_linear=0
shrinkage=0.1


Tree=3203
num_leaves=31
num_cat=0
split_feature=6 6 1 1 5 7 0 4 2 2 0 3 4 3 5 3 0 3 1 1 1 4 1 0 3 4 3 3 4 2
split_gain=7.39378e+11 5.3046e+12 2.59868e+13 1.99957e+13 3.55135e+13 1.58087e+13 2.88943e+13 2.09457e+13 2.07863e+13 1.68497e+13 1.49255e+13 3.42225e+13 1.47947e+13 1.46745e+13 2.29694e+13 2.57639e+13 2.24844e+13 2.1343e+13 2.44678e+13 1.86808e+13 2.42328e+13 1.70871e+13 2.80234e+13 1.62947e+13 1.60349e+13 1.49953e+13 1.46007e+13 3.74319e+13 2.45239e+13 1.84732e+13
threshold=116.05000000000001 114.05000000000001 38.109452700000006 30.226173900000003 2.5000000000000004 6.0000000000000009 53.244414800000008 8.5000000000000018 75.000000000000014 7029.0000000000009 43.051287600000009 8.5000000000000018 9.5000000000000018 3.5000000000000004 3.5000000000000004 5.5000000000000009 44.878071950000013 8.5000000000000018 30.323041000000003 30.330566300000005 30.362494150000003 11.500000000000002 30.425503950000003 59.91832440000001 1.5000000000000002 4.5000000000000009 20.500000000000004 17.500000000000004 24.500000000000004 3191.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -7 -8 -6 13 11 -4 -5 16 17 23 -10 18 -15 -18 -21 -17 -23 -16 -22 -26 27 -12 -28 -29
right_child=-2 2 10 4 5 6 7 -9 9 -11 26 -13 -14 14 15 21 19 -19 -20 20 24 22 -24 -25 25 -27 28 29 -30 -31
leaf_value=1.0240285113378842 -352.86848621536899 -13639.393342958647 4995.7141630977039 123906.63436137355 -24999.764995404414 105758.15691324871 -89056.614493534493 -990.49178469902984 -69795.788151041663 -45338.097429435489 -2817.9223174981121 110198.05298622533 29460.019618055558 22025.990843750002 -102862.97219328705 95373.328894761042 -22815.744547991071 30238.068192450948 105709.04828596444 125335.68081597223 -41679.220060483873 86970.124879807699 -48499.967060810814 9176.9059765625007 -13686.327375488281 58970.203398038902 97235.767835115141 -118955.30292038689 -12433.056516335229 -4085.2139229910717
leaf_weight=4010126 58527 232 166 43 85 24 29 393 30 31 3155 38 27 50 27 34 70 172 116 27 31 26 37 25 40 98 38 42 44 21
leaf_count=4010126 58527 232 166 43 85 24 29 393 30 31 3155 38 27 50 27 34 70 172 116 27 31 26 37 25 40 98 38 42 44 21
internal_value=0 5.14344 3212.16 13572.3 18033.9 14419.7 -972.442 -7042.43 22055.9 26969.6 -1657.46 24592.2 87477.2 29832.3 40505.2 7795.57 12272.5 54924.5 80503.3 21528.3 37365.5 38241.4 7408.32 -48997.6 23311.1 37910.3 -3280.17 -4341.97 38389.1 -80665.3
internal_weight=0 4.01528e+06 5151 1647 1415 1345 446 422 899 814 3504 204 70 783 487 149 296 338 166 266 196 97 63 52 169 138 3300 3218 82 63
internal_count=4073804 4015277 5151 1647 1415 1345 446 422 899 814 3504 204 70 783 487 149 296 338 166 266 196 97 63 52 169 138 3300 3218 82 63
is_linear=0
shrinkage=0.1


Tree=3204
num_leaves=31
num_cat=0
split_feature=0 0 6 1 6 1 3 1 6 4 4 1 0 0 3 0 4 3 4 4 1 3 3 1 4 1 6 1 6 4
split_gain=7.07594e+11 4.68126e+12 1.78652e+13 1.3824e+13 4.67358e+13 3.48824e+13 1.84466e+13 3.0938e+13 2.8415e+13 3.32096e+13 3.4996e+13 2.2048e+13 2.11744e+13 1.792e+13 2.13923e+13 1.79075e+13 1.62974e+13 2.20473e+13 2.46622e+13 2.78631e+13 1.5787e+13 1.90927e+13 1.38398e+13 1.37546e+13 1.09613e+13 2.03689e+13 1.45829e+13 1.43381e+13 2.72101e+13 2.49024e+13
threshold=47.234875100000004 47.139841100000005 120.05000000000001 39.652459050000012 168.45000000000002 39.689978950000004 7.5000000000000009 39.735861600000007 168.45000000000002 6.5000000000000009 9.5000000000000018 39.723160900000003 47.22829500000001 47.222459950000008 2.5000000000000004 47.207933300000008 18.500000000000004 18.500000000000004 22.500000000000004 19.500000000000004 39.735861600000007 9.5000000000000018 3.5000000000000004 39.718675700000013 3.5000000000000004 39.652459050000012 91.02500000000002 39.652459050000012 118.04500000000002 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 24 4 15 -5 7 8 9 13 -11 22 -9 -7 -15 -4 20 18 19 -18 21 -8 -12 -23 25 26 -3 28 29 -26
right_child=-2 2 3 5 -6 6 16 12 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=6.6374281670165267 -18.656197557360599 5944.9655115003443 80392.959348958335 102926.29287923178 -137215.06803906252 -120614.19630408655 -62488.236684782605 29786.935129310343 88060.388085937506 105830.91537388394 -32349.98914331897 -71274.90843811036 145334.9728125 -75213.76116898148 61238.459038085937 -24218.055702039932 14946.789251512098 -47291.062716674809 -30939.499103009261 146974.93501420456 -88146.033417338724 -13835.760755208334 50925.598034667972 63687.87284628379 909.16423040013524 -6892.4382657227152 64664.243397105827 2699.2943329560708 -84950.608223684219 -6919.2289884006932
leaf_weight=613429 3393752 1091 30 48 25 26 46 29 46 42 29 32 35 27 20 36 31 32 27 33 31 60 64 37 26759 4160 44 28954 38 4791
leaf_count=613429 3393752 1091 30 48 25 26 46 29 46 42 29 32 35 27 20 36 31 32 27 33 31 60 64 37 26759 4160 44 28954 38 4791
internal_value=0 93.1024 889.226 15876.2 -20774 20675.1 14573 30127.3 16062.9 2263.41 26857.4 322.332 92977.3 -53999.6 -17149 23332.4 -3757.03 24104.4 49210.5 83023.8 -23452.2 -9427.65 24957.9 15735.1 710.302 -3652.76 8221.31 1091.9 -381.468 -279.61
internal_weight=0 680052 66623 786 91 695 647 350 286 240 167 125 64 73 47 66 297 123 91 64 174 143 93 97 65837 5295 1135 60542 31588 31550
internal_count=4073804 680052 66623 786 91 695 647 350 286 240 167 125 64 73 47 66 297 123 91 64 174 143 93 97 65837 5295 1135 60542 31588 31550
is_linear=0
shrinkage=0.1


Tree=3205
num_leaves=31
num_cat=0
split_feature=6 6 3 5 4 1 1 4 1 1 0 1 4 4 0 1 1 1 0 0 7 0 4 0 0 2 1 4 1 0
split_gain=7.29359e+11 5.48247e+12 9.1691e+12 1.47315e+13 2.37733e+13 4.41638e+13 4.05777e+13 3.65575e+13 2.13163e+13 1.89891e+13 2.73507e+13 1.66719e+13 1.8152e+13 1.34564e+13 1.9855e+13 3.26764e+13 2.29606e+13 6.19207e+13 2.06895e+13 2.38686e+13 1.96943e+13 2.02171e+13 1.82041e+13 1.63047e+13 2.05898e+13 1.69608e+13 1.59938e+13 1.2916e+13 3.03573e+13 1.29082e+13
threshold=110.01500000000001 108.05000000000001 9.5000000000000018 3.5000000000000004 22.500000000000004 37.768783500000005 37.563506350000004 17.500000000000004 37.768783500000005 30.226173900000003 59.848366150000011 37.318079750000003 17.500000000000004 14.500000000000002 59.848366150000011 36.555998300000006 37.503969450000007 37.631035900000008 46.323575350000006 45.063245050000006 6.0000000000000009 45.040161900000008 17.500000000000004 55.017684700000011 55.02095400000001 5762.5000000000009 30.389265100000003 16.500000000000004 61.29689960000001 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 6 7 -5 -6 -4 11 12 -11 -3 15 -15 22 -18 19 20 21 -19 -17 -20 -25 27 -16 28 -26 -28
right_child=-2 2 3 4 8 -7 -8 -9 -10 10 -12 -13 -14 14 26 16 17 18 23 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.5271135778149002 -311.84632272058343 2058.1735652064763 50954.742010916096 -9113.7794784330981 68233.318735229492 -926.00652769252235 -201303.57500000001 -126813.07034970238 -21982.732539950288 10637.572135786577 -40771.098051883018 1154.2421622155609 127904.39855291194 -102701.42211538462 23496.165994651848 13587.343225446428 -155364.48201426631 31549.124513176306 -26353.053349669291 103997.0348966273 87483.581877055927 -35397.491944077439 114191.54945101352 102418.72751358696 103463.04800180289 -16618.339962194463 139358.69625000001 5061.4743948514351 -3586.8345255533854 47309.310136217951
leaf_weight=3992241 73644 4806 73 71 50 175 22 42 55 33 156 1122 22 26 149 35 23 134 163 41 38 68 37 23 52 202 25 183 54 39
leaf_count=3992241 73644 4806 73 71 50 175 22 42 55 33 156 1122 22 26 149 35 23 134 163 41 38 68 37 23 52 202 25 183 54 39
internal_value=0 5.74117 2634.33 -3592.5 -20147.8 -34077.3 -77051.2 -52860.4 20977.3 1294.03 -1425.58 3789.29 57544.3 4493.8 13553.9 8046.01 10780.5 6780.06 10672.9 33483.3 21437.2 9012.64 65286.7 1205.05 9944.29 5612.49 41455.2 21151 48928.2 83266.1
internal_weight=0 4.00016e+06 7919 1821 415 310 135 113 105 1406 1333 1177 55 6098 1292 1079 1053 981 958 281 240 202 72 677 514 491 213 289 106 64
internal_count=4073804 4000160 7919 1821 415 310 135 113 105 1406 1333 1177 55 6098 1292 1079 1053 981 958 281 240 202 72 677 514 491 213 289 106 64
is_linear=0
shrinkage=0.1


Tree=3206
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 0 6 4 6 4 4 6 1 6 6 4 1 1 1 0 0 6 0 6 6 6 6 1 6 5
split_gain=6.80086e+11 4.33793e+12 8.89641e+12 5.39735e+12 8.84856e+12 1.09788e+13 1.21909e+13 2.70135e+13 1.25325e+13 1.12313e+13 7.44123e+12 1.28925e+13 8.54848e+12 6.8384e+12 9.43787e+12 5.7105e+12 5.52454e+12 5.27507e+12 1.77226e+13 4.13323e+13 1.21161e+14 5.92243e+13 3.25027e+13 2.61624e+13 2.56875e+13 2.13518e+13 1.82742e+13 1.62393e+13 1.67264e+13 1.49439e+13
threshold=3.5000000000000004 118.02765200000002 61.78914120000001 61.686687400000004 63.728898350000001 61.78914120000001 82.905000000000015 2.5000000000000004 105.00500000000001 2.5000000000000004 2.5000000000000004 58.045000000000009 50.298521650000005 51.805000000000007 56.805000000000007 1.5000000000000002 30.624707450000006 37.331232350000008 37.234509300000006 55.840017500000009 55.876067900000002 101.02000000000002 55.676890650000011 134.05000000000004 91.02500000000002 85.020000000000024 46.010000000000012 37.401708450000008 128.05000000000004 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 3 -3 17 5 6 10 -8 -9 -7 12 -12 13 -5 -15 -6 -11 18 -1 21 -21 22 24 -23 25 29 -24 28 -19 -20
right_child=-2 2 -4 4 15 9 7 8 -10 16 11 -13 -14 14 -16 -17 -18 27 19 20 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-537.69552770083089 -10.135538223972468 3766.0694522478721 -12329.132635927441 -2582.7098054673938 -24396.846528477821 3398.7765901567818 108805.84196714743 48891.71517857143 -34046.459498355267 30460.731687164309 27408.882795508114 -7891.4183359246517 -29653.694484386229 62511.376489825583 4545.6702202690967 20085.849954676287 -11834.814323263039 8863.4992754693139 -13987.026830429355 235201.52908653847 -4622.9798489407376 -181176.56147629314 -23084.50777762277 -51884.839993106623 80769.118603515628 -96308.541685267861 -103516.18974780703 195.64445912536598 89707.255649038474 12562.669271070939
leaf_weight=16661 3837650 604 796 360 31 1686 39 35 38 32 324 152 87 43 81 418 884 1632 937 26 111 29 56 34 32 28 57 210641 26 274
leaf_count=16661 3837650 604 796 360 31 1686 39 35 38 32 324 152 87 43 81 418 884 1632 937 26 111 29 56 34 32 28 57 210641 26 274
internal_value=0 164.709 -5385.2 197.807 3746.1 2162.06 10257.5 41614.9 5718.42 -1443.85 6903.08 16136.5 -794.148 4393.42 24646.7 17014.7 -10357.2 133.011 -1498.69 -11606.7 40891.2 -16577.1 -12260.7 -111400 -7691.35 -9976.04 -63656.2 273.239 10131.3 -7979.91
internal_weight=0 236154 1400 234754 4210 3761 1159 112 73 2602 1047 476 571 484 124 449 916 230544 18245 1584 137 1447 1384 63 1271 1239 113 212299 1658 1211
internal_count=4073804 236154 1400 234754 4210 3761 1159 112 73 2602 1047 476 571 484 124 449 916 230544 18245 1584 137 1447 1384 63 1271 1239 113 212299 1658 1211
is_linear=0
shrinkage=0.1


Tree=3207
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 1 4 0 4 0 1 1 7 6 7 4 6 4 5 6 4 6 6 4 4 1 6 3 6
split_gain=6.3354e+11 9.83436e+12 3.63398e+13 7.23931e+13 1.78659e+14 5.31597e+13 1.55988e+14 7.16129e+13 4.84481e+13 6.56031e+13 4.56723e+13 1.24038e+14 1.10565e+14 7.11675e+13 4.86015e+13 3.8708e+13 9.43876e+13 3.84901e+13 3.56284e+13 3.4205e+13 7.30333e+13 3.93998e+13 5.30545e+13 7.94452e+13 5.7175e+13 4.17273e+13 3.2757e+13 3.86232e+13 3.17675e+13 3.04999e+13
threshold=60.571186450000006 60.620042600000012 56.791379400000004 56.83050475000001 9.5000000000000018 11.500000000000002 60.605526900000008 13.500000000000002 56.818587550000011 10.500000000000002 56.838524800000009 60.590708550000009 60.605526900000008 6.0000000000000009 48.945000000000007 6.0000000000000009 26.500000000000004 100.05000000000001 4.5000000000000009 2.5000000000000004 80.030000000000015 5.5000000000000009 105.00500000000001 114.05000000000001 15.500000000000002 26.500000000000004 60.590708550000009 99.050000000000011 8.5000000000000018 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 17 28 -10 11 13 19 18 -14 -16 -17 -7 -5 20 -13 -21 25 -24 -25 -23 27 -4 -6 -20
right_child=1 -3 3 10 5 7 -8 -9 9 -11 -12 12 14 -15 15 16 -18 -19 29 21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-26.679132591801103 -5413.737461970617 4.1482911071843009 -9971.991989666938 -56670.419460605051 27384.116360994667 -5974.0541112557275 -11663.659298121676 19348.822057750054 84636.598717969682 220266.3843534248 1423.7931904977816 -19024.903294250533 -33492.856084630628 214154.56230468751 36686.45635769207 257474.8397280093 -29147.093828125002 -78578.908269013555 41372.548565995065 -3243.3353110923426 130901.4632694129 -80628.490213048775 148007.33841145833 -134497.2734066612 19059.402587161847 -15658.239871002908 5197.3959980874815 -85598.203991168484 106700.21044193098 -55493.964040178573
leaf_weight=2794702 6579 1232124 3172 47 205 607 329 5871 209 43 23936 2107 85 21 253 27 20 83 456 222 33 423 30 38 67 129 1815 69 67 35
leaf_count=2794702 6579 1232124 3172 47 205 607 329 5871 209 43 23936 2107 85 21 253 27 20 83 456 222 33 423 30 38 67 129 1815 69 67 35
internal_value=0 58.2911 1478.33 2600.71 8935.87 18820.4 42304.6 15767.2 76189.2 107780 -227.874 -10128.8 -17239.8 33555.2 33256.3 52168.5 135508 -14707.7 26505.7 -23616 -16713 -39867.4 -51702.3 4491.14 -36513.5 -65445.2 -5558.58 -11582.1 46921.5 34467.6
internal_weight=0 1.2791e+06 46978 40399 12470 7414 853 6561 524 252 27929 3993 3434 559 385 300 47 690 538 3049 2140 909 687 135 105 552 5056 3241 272 491
internal_count=4073804 1279102 46978 40399 12470 7414 853 6561 524 252 27929 3993 3434 559 385 300 47 690 538 3049 2140 909 687 135 105 552 5056 3241 272 491
is_linear=0
shrinkage=0.1


Tree=3208
num_leaves=31
num_cat=0
split_feature=6 6 0 1 1 4 4 0 0 4 3 3 1 1 3 0 0 0 1 3 4 0 1 0 3 3 0 4 3 3
split_gain=6.97764e+11 8.04518e+12 8.87238e+12 9.11767e+12 3.07864e+13 2.94272e+13 5.75229e+13 3.31119e+13 2.77492e+13 2.6975e+13 2.37461e+13 2.05624e+13 2.0235e+13 2.96384e+13 3.50432e+13 2.27505e+13 2.73111e+13 2.00535e+13 1.98664e+13 1.9599e+13 1.43819e+13 2.02712e+13 1.43572e+13 1.55801e+13 1.41562e+13 1.38691e+13 1.32042e+13 1.44424e+13 1.23551e+13 1.30653e+13
threshold=59.505000000000003 60.005000000000003 43.051287600000009 37.534144550000008 37.503969450000007 21.500000000000004 14.500000000000002 55.676890650000011 55.743464250000009 31.500000000000004 14.500000000000002 19.500000000000004 37.586700500000006 37.563506350000004 3.5000000000000004 55.676890650000011 55.81943720000001 55.743464250000009 37.46219940000001 14.500000000000002 15.500000000000002 55.721784200000009 37.517483500000004 55.834019500000004 1.5000000000000002 17.500000000000004 55.850146250000009 16.500000000000004 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 -2 4 9 6 7 24 -9 11 26 -4 13 -5 20 19 17 -17 -13 -16 21 -15 -10 -24 -6 -11 27 -8 -7 -30
right_child=1 -3 3 12 5 28 10 8 22 25 -12 18 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=28.151762737829149 8659.1841918684768 4.5021690545055728 -228.60127841952718 -2709.0990300721137 54028.491139914775 10299.91444128788 85712.960048036315 143949.25763494321 -12178.256219391325 -139434.39156250001 -4037.1690653483074 17813.156854611148 -1365.2757449168848 -16542.376822916667 -13549.276373845882 -79877.998030598974 -49906.73570932242 -207850.68359375 115756.97869318182 -103091.40613932292 -59076.075585937506 82927.691640625009 -37136.087441406249 58431.358370235052 -31832.576075512214 -26681.022070312501 59607.474795160058 173485.41880653784 -127240.45677083333 -15691.440476190477
leaf_weight=2785120 937 1206187 11730 696 22 33 37 22 67 20 24 353 67709 42 132 24 78 25 22 30 22 40 20 116 151 24 41 38 21 21
leaf_count=2785120 937 1206187 11730 696 22 33 37 22 67 20 24 353 67709 42 132 24 78 25 22 30 22 40 20 116 151 24 41 38 21 21
internal_value=0 -60.8419 -1016.24 -1127.39 1327.5 23193 31373.6 11980.3 37272.3 224.23 86506 508.319 -1582.77 -15105.8 -37060.2 -54973.4 -86661.9 -145170 23559.2 -30131.2 12717.8 31979.6 25711.2 44377.3 -20913.8 -77932.6 105239 130184 -35489 -71465.9
internal_weight=0 1.28868e+06 82497 81560 12762 613 538 398 225 12149 140 12105 68798 1089 393 289 127 49 375 162 104 82 203 136 173 44 116 75 75 42
internal_count=4073804 1288684 82497 81560 12762 613 538 398 225 12149 140 12105 68798 1089 393 289 127 49 375 162 104 82 203 136 173 44 116 75 75 42
is_linear=0
shrinkage=0.1


Tree=3209
num_leaves=31
num_cat=0
split_feature=6 2 1 0 5 3 4 6 6 6 1 3 5 5 5 0 0 1 1 4 6 4 1 1 6 0 0 0 0 3
split_gain=6.83915e+11 3.7418e+12 1.30672e+13 2.49953e+13 5.59209e+13 3.22045e+13 1.23741e+13 2.84932e+13 2.81138e+13 2.9556e+13 2.7553e+13 7.40185e+13 3.89224e+13 2.93152e+13 2.97848e+13 6.7697e+13 4.39012e+13 3.82492e+13 2.88214e+13 5.47921e+13 3.00919e+13 2.85803e+13 3.98329e+13 3.77197e+13 2.66044e+13 2.53987e+13 3.87335e+13 2.5143e+13 2.28541e+13 3.72001e+13
threshold=102.04000000000001 2343.5000000000005 53.252814850000007 56.872182500000008 3.5000000000000004 3.5000000000000004 9.5000000000000018 110.01500000000001 120.05000000000001 125.02000000000002 37.442254400000003 3.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 55.737027400000009 55.79439725000001 37.682335600000009 37.331232350000008 3.5000000000000004 149.05000000000004 5.5000000000000009 37.858952300000006 37.978059650000013 156.15000000000003 55.418618900000006 55.82518790000001 55.676890650000011 55.910578700000009 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 5 -5 7 -2 28 -10 18 13 -13 14 -12 17 -17 -16 -11 -20 -21 22 -15 -24 -19 -14 -27 -25 -9 -30
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 11 12 25 21 15 16 -18 24 19 20 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=6.7388931803685228 20099.928354192285 -449.89433487154321 -36675.912476957514 52375.609090909093 -19333.047163982781 225505.17816220238 -997.69581664955865 -25774.467707416377 39637.174710419327 -950.75472284027046 -2421.249391056941 62641.533288019353 86786.305703125006 -64624.417415364587 109434.72829483697 -258879.58242187501 -83067.109367028068 17885.955744485294 94142.804347826095 -102062.06946936881 -2973.863037109375 128168.76824048914 162107.43352272728 66668.175434727833 -113743.7533482143 -115044.94977678571 34818.083180147063 -69665.639998372397 -3431.5212110271564 122582.45437915943
leaf_weight=3966508 1042 96179 89 22 49 21 7335 568 245 467 208 308 20 48 23 20 49 34 23 101 44 23 22 31 28 35 34 24 177 27
leaf_count=3966508 1042 96179 89 22 49 21 7335 568 245 467 208 308 20 48 23 20 49 34 23 101 44 23 22 31 28 35 34 24 177 27
internal_value=0 -249.123 1487.86 1795.85 53701.7 136927 1359.19 6160.01 483.817 7373.05 2246.78 13431.5 45810 -11772.9 -27102.8 -60438.9 -134027 -702.398 -13728.9 -49249 -71993.9 25723 6873.04 51442.9 -41559.7 -12438.6 -41199.4 7177.06 -15463.1 13246.8
internal_weight=0 107296 11117 11028 92 43 10936 3601 2559 1787 1542 907 397 510 362 154 69 85 635 168 145 148 125 77 62 89 69 55 772 204
internal_count=4073804 107296 11117 11028 92 43 10936 3601 2559 1787 1542 907 397 510 362 154 69 85 635 168 145 148 125 77 62 89 69 55 772 204
is_linear=0
shrinkage=0.1


Tree=3210
num_leaves=31
num_cat=0
split_feature=0 5 6 3 0 4 4 6 3 6 1 0 6 0 5 5 1 4 1 6 1 6 1 7 1 6 4 5 0 0
split_gain=6.7206e+11 5.96933e+12 4.64325e+13 4.68742e+13 4.0429e+13 2.92145e+13 4.11558e+13 4.08248e+13 3.96513e+13 3.5584e+13 4.71498e+13 6.07387e+13 4.58938e+13 4.34248e+13 4.0835e+13 3.7531e+13 3.669e+13 3.46261e+13 4.49069e+13 5.65867e+13 7.34957e+13 4.19647e+13 3.77224e+13 5.3661e+13 5.06025e+13 4.49184e+13 4.3923e+13 3.6395e+13 5.57273e+13 5.09036e+13
threshold=45.109778000000006 2.5000000000000004 69.605000000000004 10.500000000000002 45.085557650000005 4.5000000000000009 14.500000000000002 106.49500000000002 1.5000000000000002 75.010000000000005 38.948208550000011 45.047736150000013 84.810000000000016 45.090603300000005 3.5000000000000004 3.5000000000000004 39.01296365000001 13.500000000000002 38.965413050000002 106.49500000000002 44.628646350000004 114.05000000000001 38.965413050000002 6.0000000000000009 38.97264950000001 84.00500000000001 10.500000000000002 3.5000000000000004 45.063245050000006 45.067157700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -4 -8 -7 11 12 14 17 -11 -15 -17 22 -19 -20 21 -21 23 25 26 -12 -24 29 -29 -27
right_child=-2 2 5 -5 -6 6 8 -9 -10 10 13 -13 -14 15 -16 16 -18 18 19 20 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-64.904201992052791 -16.030421528951869 2514.0579687435556 9345.1519245437739 26568.915357171587 21671.65260311187 -8198.6250998054638 25343.266862732908 -7086.8816160431443 1080.837277479116 -27430.219638547471 -27541.639010771196 -32289.095396553599 2134.8689645409127 13306.419487658517 8304.6763311781815 115347.642234003 1767.6231468023257 -69209.671746699896 -24662.158506896889 166053.7768229167 -33406.435500169835 44250.68596709281 -21618.987985321972 180499.47117187502 220.23380568916025 49857.524418190063 -119285.99067708333 -49764.442076684398 46996.606843048394 -15614.854012313743
leaf_weight=436089 3524755 34408 5866 874 1138 10930 691 2037 26718 1256 202 984 3132 345 429 84 43 145 713 36 115 132 198 20 21453 556 60 141 103 151
leaf_count=436089 3524755 34408 5866 874 1138 10930 691 2037 26718 1256 202 984 3132 345 429 84 43 145 713 36 115 132 198 20 21453 556 60 141 103 151
internal_value=0 102.911 750.773 3689.93 3127.39 -647.765 -1310.7 5109.79 1692.51 -3307.28 -1542.73 -9649.32 -5024.55 376.945 -18332.1 30415.1 76891.4 -213.19 -17214.9 -9645.41 28188.3 70351.3 634.519 18101.8 -309.2 15284.8 -44332.2 24381.5 -8918.59 35874
internal_weight=0 549049 112960 36420 35546 76540 68637 7903 27409 41228 30298 5801 4817 24497 1685 472 127 24025 1141 996 283 168 22884 1173 21711 1153 258 951 244 707
internal_count=4073804 549049 112960 36420 35546 76540 68637 7903 27409 41228 30298 5801 4817 24497 1685 472 127 24025 1141 996 283 168 22884 1173 21711 1153 258 951 244 707
is_linear=0
shrinkage=0.1


Tree=3211
num_leaves=31
num_cat=0
split_feature=6 4 2 0 0 2 5 6 1 0 6 1 2 7 0 1 6 6 1 0 1 2 6 6 1 1 4 0 6 6
split_gain=7.06982e+11 3.76648e+12 6.54552e+12 7.629e+12 3.61403e+13 1.36192e+13 9.82563e+12 2.495e+13 2.89713e+13 1.35413e+13 8.48588e+12 8.33501e+12 9.85308e+12 9.19974e+12 1.15127e+13 7.73061e+12 6.62344e+12 6.28216e+12 7.30753e+12 5.11253e+12 4.752e+12 3.74869e+12 4.39285e+12 3.74509e+12 3.59009e+12 3.22298e+13 8.10148e+13 7.50365e+13 1.06621e+14 3.6014e+13
threshold=87.395000000000024 1.5000000000000002 8299.5000000000018 56.324067350000007 56.067362750000008 4829.0000000000009 4.5000000000000009 125.02000000000002 38.97264950000001 47.319699650000011 100.05000000000001 39.873894000000007 2828.5000000000005 6.0000000000000009 44.739668300000005 39.366401150000009 114.05000000000001 149.05000000000004 38.977585500000011 55.622114900000007 41.966773150000002 2911.0000000000005 112.00500000000001 134.05000000000004 82.92647190000001 82.93515810000001 10.500000000000002 55.029726000000004 97.020000000000024 93.050000000000011
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 16 10 8 -8 -10 -2 15 -13 14 -14 17 -5 18 -12 23 -16 -22 -23 -4 -3 26 27 28 -26 -29
right_child=1 24 19 5 -6 -7 7 -9 9 -11 11 12 13 -15 20 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=10.44377263159098 -5584.3329538901025 -334.76934832082088 -12276.880677853651 -22725.432421875001 138564.41730957033 33354.917990451388 169323.53385416669 -39107.319346039869 -24502.196451822918 82874.275084918481 63979.465921943134 72402.584785156258 -68348.427719907413 63427.304375 42275.764859375005 89062.206640625009 -91014.849765625011 -22667.070851934524 -7987.2262276785714 35221.499436035163 -45142.740429687503 29108.228304349457 -11996.008453525641 -57766.020470610121 314651.81307744567 34.434749753354893 1351.899629157931 109650.46484375 72840.178331409799 12812.026331405059
leaf_weight=3832905 381 211452 131 49 22 36 21 29 24 23 43 20 27 20 25 24 20 21 21 20 20 39 78 21 23 26716 1198 45 88 262
leaf_count=3832905 381 211452 131 49 22 36 21 29 24 23 43 20 27 20 25 24 20 21 21 20 20 39 78 21 23 26716 1198 45 88 262
internal_value=0 -166.169 5632.43 8904.65 12088.5 -16505.4 8678.6 38554 71674.3 28043.7 4648.12 16182.3 5348.3 -1068.37 -7893.31 38943.8 -42519.5 24792.7 40365.4 -12307.7 2182.54 -5133.74 1705.4 -18561.6 -193.133 863.952 14577.7 52483.1 122945 27006.6
internal_weight=0 240899 1115 943 838 105 816 97 68 47 719 338 229 209 189 109 69 85 64 172 162 137 117 152 239784 28332 1616 418 111 307
internal_count=4073804 240899 1115 943 838 105 816 97 68 47 719 338 229 209 189 109 69 85 64 172 162 137 117 152 239784 28332 1616 418 111 307
is_linear=0
shrinkage=0.1


Tree=3212
num_leaves=31
num_cat=0
split_feature=6 0 0 3 3 5 1 4 0 0 0 0 0 0 4 5 4 1 4 0 3 4 1 1 1 1 1 7 1 3
split_gain=6.28471e+11 1.27828e+12 1.62537e+13 4.31668e+12 1.00308e+13 7.31432e+12 2.11767e+13 1.92846e+13 6.81087e+12 3.867e+12 4.12334e+12 3.69519e+12 9.57262e+12 4.89316e+12 4.0293e+12 9.74644e+12 1.22299e+13 1.50765e+13 1.05046e+13 7.0487e+12 9.26752e+12 9.28439e+12 5.75663e+12 1.05455e+13 9.98542e+12 8.84165e+12 8.89811e+12 9.0733e+12 6.56434e+12 6.13043e+12
threshold=247.90000000000001 55.014086100000007 55.046782850000007 7.5000000000000009 8.5000000000000018 2.5000000000000004 50.298521650000005 16.500000000000004 56.888401950000009 55.123213100000008 55.071632200000003 55.183288250000011 55.303261650000003 55.462387050000011 4.5000000000000009 3.5000000000000004 5.5000000000000009 49.095306150000006 6.5000000000000009 55.759969450000007 2.5000000000000004 3.5000000000000004 61.438154000000004 60.549354600000008 92.791023150000015 49.195555600000006 47.899251850000006 6.0000000000000009 65.534455000000023 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 9 -5 -6 7 -7 -8 10 -4 -11 -13 -14 19 22 -17 -18 -19 -15 -21 -22 23 25 28 26 27 29 -24 -16
right_child=1 2 3 4 5 6 8 -9 -10 11 -12 12 13 14 15 16 17 18 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1000484651154494 3098.4211212478494 -70266.249289772735 -644.85258413461543 53633.64696451823 -14805.804043634589 114009.50275878907 -69002.793607954547 -4572.4804361979168 10615.81755952381 -37361.823635962704 58931.980543154757 66176.474843749995 -42170.934942626955 56582.663570601857 1527.1057513843884 16832.279935213413 -98892.455954391902 41336.732125854498 -45192.427177526602 -11063.083436224872 70229.582180606623 -1700.6687088815791 21110.424914020041 -59060.448171164775 -11430.901674447408 28363.342192095588 -65237.005437499996 50000.330088227376 99444.526230468764 -31577.767692454272
leaf_weight=4070611 1858 33 26 48 110 32 22 24 21 31 21 20 32 27 176 41 37 20 47 157 34 38 23 33 41 85 25 29 20 82
leaf_count=4070611 1858 33 26 48 110 32 22 24 21 31 21 20 32 27 176 41 37 20 47 157 34 38 23 33 41 85 25 29 20 82
internal_value=0 1402.4 -958.048 798.612 12409.4 2941.61 22661 63188.7 -30119.3 -2056.86 25974.6 -3376.98 -2287.5 -3733.41 -2389.15 -6525.15 -29422.1 -47657 -19362.8 8257.84 2560.16 32266.4 -65.8935 -4743.33 23878.1 -228.307 -8017.7 -3033.44 57544.9 -8994.6
internal_weight=0 3193 1335 1302 257 209 99 56 43 1045 47 998 967 947 915 659 145 104 67 256 229 72 514 430 84 397 312 287 43 258
internal_count=4073804 3193 1335 1302 257 209 99 56 43 1045 47 998 967 947 915 659 145 104 67 256 229 72 514 430 84 397 312 287 43 258
is_linear=0
shrinkage=0.1


Tree=3213
num_leaves=31
num_cat=0
split_feature=2 2 1 6 4 6 4 6 0 1 0 1 1 4 6 0 4 0 1 0 0 0 0 0 6 0 1 6 6 0
split_gain=6.12039e+11 6.27042e+12 1.2472e+13 1.17262e+13 2.49505e+13 1.79695e+13 3.22685e+13 1.01532e+13 8.61227e+12 6.04351e+12 5.57255e+12 2.06328e+13 3.57808e+13 4.06138e+13 6.37436e+13 7.10708e+13 5.98162e+13 8.38497e+13 2.92325e+13 5.96361e+13 4.52282e+13 2.64466e+13 2.36926e+13 1.78101e+14 2.89086e+13 3.91211e+13 7.1191e+13 2.17914e+13 2.56708e+13 2.12248e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 118.04500000000002 9.5000000000000018 100.05000000000001 16.500000000000004 54.710000000000008 53.20799465000001 45.126607350000008 55.080855950000007 60.66055595000001 82.962856350000024 8.5000000000000018 52.015000000000008 55.102137100000007 7.5000000000000009 55.111813300000001 61.273924650000005 56.986919400000012 56.638205000000006 55.102137100000007 56.791379400000004 56.83050475000001 97.020000000000024 55.111813300000001 82.941727000000014 64.405000000000015 84.810000000000016 56.986919400000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -4 -2 -12 13 16 -15 27 18 -18 19 20 -13 -14 24 -24 -17 26 -26 -16 -29 -25
right_child=10 2 3 4 -6 6 -8 -9 -10 -11 11 12 21 14 15 22 17 -19 -20 -21 -22 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=18.264726614731167 62.654711695604931 -35381.654325152049 7135.0030547315318 -22725.071051897321 128036.99339334239 24295.999933035717 -108787.81850842928 12036.144634835124 -6295.9743161249526 -24980.543209688782 159.4184227821263 -29866.391598555492 9615.5659923065487 -1497.0794663144461 -23021.187744691997 -5990.7589249476496 128146.85069754464 13593.180196674934 -2916.8238773815083 -24267.787427580275 7231.0251737309172 253.10130794838292 -46974.766291460532 1553.8011479490835 254469.403046875 8992.8964927455363 3517.8252441406253 -58558.724472973321 20481.629524562672 -28254.137247426275
leaf_weight=2966190 838823 79 1486 21 23 35 38 1363 933 61 176735 341 3635 21883 952 10267 84 267 18263 705 9068 17749 1182 2707 20 175 26 385 46 262
leaf_count=2966190 838823 79 1486 21 23 35 38 1363 933 61 176735 341 3635 21883 952 10267 84 267 18263 705 9068 17749 1182 2707 20 175 26 385 46 262
internal_value=0 23.6263 3961.08 4745.95 56082.4 4169.14 -44980.5 5102.76 1292.2 5868.65 -63.5892 -463.572 -1714.52 -2856.71 -5006.01 -9798.54 -20.8345 41007.7 -528.324 3784.63 5886.54 1844.6 -7751.43 -14146.1 -5220.49 30563.8 112627 -31467.2 -50122.9 -1076.61
internal_weight=0 2.97023e+06 4039 3960 44 3916 73 3843 2480 1547 1.10358e+06 264752 88017 66633 37905 16022 28728 351 28377 10114 9409 21384 14639 4151 10488 221 46 1383 431 2969
internal_count=4073804 2970229 4039 3960 44 3916 73 3843 2480 1547 1103575 264752 88017 66633 37905 16022 28728 351 28377 10114 9409 21384 14639 4151 10488 221 46 1383 431 2969
is_linear=0
shrinkage=0.1


Tree=3214
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 4 1 6 0 0 1 6 6 6 5 6 4 6 4 0 0 1 0 0 4 0 4 6 6
split_gain=6.67407e+11 8.34935e+12 2.15235e+13 7.0569e+13 7.51343e+13 5.25354e+13 4.92673e+13 8.22222e+13 4.37074e+13 6.9743e+13 3.94241e+13 8.73614e+13 3.91328e+13 3.7552e+13 3.73673e+13 2.98032e+13 3.36788e+13 2.77884e+13 2.29521e+13 2.23661e+13 3.07118e+13 3.28266e+13 2.68664e+13 3.35085e+13 4.51957e+13 2.87602e+13 3.90472e+13 2.64411e+13 2.36312e+13 2.30323e+13
threshold=60.571186450000006 53.67029225000001 54.810424650000009 56.067362750000008 55.633951400000008 59.999510900000011 5.5000000000000009 56.02161850000001 86.030000000000015 55.018166200000003 54.431501800000014 56.128886000000001 67.91500000000002 116.05000000000001 70.00500000000001 1.5000000000000002 75.010000000000005 4.5000000000000009 76.00500000000001 6.5000000000000009 56.148747500000006 56.385857200000011 56.128886000000001 56.782540950000005 57.978821400000008 8.5000000000000018 58.08467765000001 10.500000000000002 57.995000000000012 39.305000000000007
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 -1 10 4 5 6 13 12 -7 -10 14 15 -8 -4 -3 16 -12 -16 -13 20 28 -22 27 -24 29 26 -26 -21 -5 -25
right_child=-2 2 3 19 -6 8 7 -9 9 -11 11 18 -14 -15 17 -17 -18 -19 -20 22 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=21.173496494008724 59.828806203718841 -668.23694687468719 -5000.8729239205695 7928.8652549146982 -39465.099749506568 1160.3531857966507 -50833.654663085938 -14601.114440236997 178400.54887152778 14472.79261907762 809.26041816703207 -14540.682413657334 -140987.70942982458 -132984.45354110055 7904.2139082852336 6597.4778269984663 -129050.60274414062 -16721.526896078019 -61499.888176047585 -4121.5108804420861 -31800.846657392991 780.00450062752043 6817.327065354355 533.2600963881838 39756.043859163925 2139.7279463048917 -46371.936142418039 -17891.193862973956 40087.725125140794 -5009.2181110148158
leaf_weight=2590282 1279102 25972 7105 764 710 4376 310 2904 36 93 13920 1935 57 23 559 20819 20 2542 110 6191 311 54753 4965 10143 384 14482 61 1800 326 28749
leaf_count=2590282 1279102 25972 7105 764 710 4376 310 2904 36 93 13920 1935 57 23 559 20819 20 2542 110 6191 311 54753 4965 10143 384 14482 61 1800 326 28749
internal_value=0 -27.3829 -642.66 -1350.23 -7682.87 -6168.82 -10076.6 -20237.3 2851.52 60220.1 845.401 3019.66 -64835.8 -5413.84 -1907.03 4201.41 622.948 -12282.4 -17066.6 -545.881 925.024 595.989 -1782.83 -1043.28 -1768.45 2909.17 27949.7 -7223.18 17547 -3563.74
internal_weight=0 2.7947e+06 204420 138543 15614 14904 10399 3271 4505 129 65877 36804 367 7128 29073 34759 13940 3101 2045 122929 56154 55064 66775 58784 53819 14927 445 7991 1090 38892
internal_count=4073804 2794702 204420 138543 15614 14904 10399 3271 4505 129 65877 36804 367 7128 29073 34759 13940 3101 2045 122929 56154 55064 66775 58784 53819 14927 445 7991 1090 38892
is_linear=0
shrinkage=0.1


Tree=3215
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 6 2 4 6 1 1 6 6 6 7 0 0 1 0 1 1 0 0 1 0 6 6 3 7
split_gain=6.63876e+11 3.6134e+12 2.49899e+13 2.97651e+13 1.92378e+13 1.34965e+13 2.12328e+13 1.77716e+13 1.60959e+13 1.64293e+13 1.40729e+13 1.71558e+13 2.15866e+13 3.25477e+13 1.98557e+13 1.88581e+13 1.91342e+13 1.59384e+13 1.56777e+13 1.22341e+13 1.21771e+13 1.19205e+13 1.05994e+13 1.52202e+13 9.94635e+12 9.93961e+12 9.25166e+12 1.46761e+13 9.19114e+12 9.75822e+12
threshold=87.395000000000024 1.5000000000000002 55.633951400000008 55.696737300000009 55.520061350000013 82.948524700000021 96.050000000000011 7884.5000000000009 17.500000000000004 118.04500000000002 56.805602900000004 50.136929700000003 96.050000000000011 102.04000000000001 168.45000000000002 6.0000000000000009 43.6005307 44.739668300000005 39.023883200000007 55.034466500000008 92.865667950000017 41.966773150000002 60.034792100000011 60.01610465000001 65.534455000000023 51.659529100000007 120.05000000000001 247.90000000000001 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 -10 11 12 18 -14 -13 16 -15 -18 -2 -9 22 25 23 24 -5 -20 -17 -28 -8 -30
right_child=1 -3 3 20 -6 6 28 19 9 -11 -12 14 13 15 -16 26 17 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=10.120385031516335 -32955.031324404765 -199.88300486791269 121973.54397786458 9923.0310042464007 -97961.9760172526 118270.72265625 53228.910093470979 -30887.512269042971 -98578.716037946433 8843.794787597657 57972.433075420675 -134308.97619047618 -84847.579947265622 88733.535461425781 4913.619140625 1347.7706152343751 -60471.243750000001 17324.661419852124 145599.81140625 -109099.11212890626 -44027.336547256098 869.69196428571433 -39527.016411132819 97171.943303571432 59919.729194455038 56756.027728630514 -120890.13278808595 -18116.999894945551 -69623.005917080969 11351.738612432066
leaf_weight=3832905 21 238498 24 1349 24 20 28 100 35 24 39 21 50 32 20 40 31 175 20 25 41 21 40 21 41 34 24 33 22 46
leaf_count=3832905 21 238498 24 1349 24 20 28 100 35 24 39 21 50 32 20 40 31 175 20 25 41 21 40 21 41 34 24 33 22 46
internal_value=0 -161.024 3698.97 11493.8 -9653.58 -7192.02 24537 -12132.4 -5197.42 -54881.4 27.8178 -4301.38 991.47 -9587.04 -66395.5 1645.87 16792.8 5617.51 43415.7 -46529.8 9716.68 64799.5 11235.3 12674.3 11397.8 89661.1 -35518.7 -61389.9 5009.2 -14846
internal_weight=0 240899 2401 1516 885 861 116 745 620 59 561 522 481 385 41 335 238 206 96 125 1492 75 1451 1411 1390 54 97 57 96 68
internal_count=4073804 240899 2401 1516 885 861 116 745 620 59 561 522 481 385 41 335 238 206 96 125 1492 75 1451 1411 1390 54 97 57 96 68
is_linear=0
shrinkage=0.1


Tree=3216
num_leaves=31
num_cat=0
split_feature=2 5 3 4 4 4 6 6 4 1 3 3 6 7 6 2 5 5 2 4 6 6 6 6 4 1 1 1 6 4
split_gain=6.17178e+11 1.76696e+12 1.52848e+12 5.27169e+12 4.04696e+12 9.25974e+12 5.27705e+12 3.9669e+12 9.86282e+12 1.25661e+13 1.22932e+13 1.4013e+13 4.06249e+12 4.82484e+12 4.56303e+12 3.43376e+12 2.62795e+12 2.43955e+12 2.43e+12 2.40551e+12 5.43875e+12 1.8318e+12 2.26326e+12 2.00559e+12 1.7213e+12 2.95834e+12 2.82453e+12 4.92472e+12 4.0891e+12 5.94812e+12
threshold=11703.500000000002 5.5000000000000009 6.5000000000000009 15.500000000000002 7.5000000000000009 8.5000000000000018 73.995000000000019 110.01500000000001 10.500000000000002 44.628646350000004 8.5000000000000018 7.5000000000000009 105.00500000000001 6.0000000000000009 69.015000000000015 13916.000000000002 2.5000000000000004 3.5000000000000004 14624.000000000002 10.500000000000002 105.00500000000001 49.485000000000007 58.305000000000007 41.990000000000002 2.5000000000000004 72.839788400000018 44.628646350000004 41.912736000000002 69.605000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 12 9 -9 11 -11 13 14 18 -16 -17 -18 -7 24 21 23 -23 -21 25 26 27 -2 -28 -30
right_child=1 -3 4 -5 5 7 -8 8 -10 10 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-2.3354430707894203 12912.215565104168 22474.0625 29333.41647216797 51041.40700334822 -11811.167477491426 -2254.6003063397161 -63900.678462837837 48827.077631578955 65542.868906250005 -37484.559612771744 -62315.007005550993 76966.620351562495 -44496.349966032612 8114.7141140764406 -28842.604793607272 26870.069218750003 -15935.941062607875 13378.725275735296 27211.811350855336 -9935.8603870738643 -58210.862862723217 -35178.287095905172 -3300.5491205851235 31088.663829627407 1373.8759831061757 -35953.560489004631 -1796.9031441724624 -16387.321171794956 65936.215336277179 6520.0222129216272
leaf_weight=4059190 75 37 40 21 41 801 37 38 30 23 38 20 23 352 117 20 172 34 29 22 21 29 96 26 11745 27 370 244 23 63
leaf_count=4059190 75 37 40 21 41 801 37 38 30 23 38 20 23 352 117 20 172 34 29 22 21 29 96 26 11745 27 370 244 23 63
internal_value=0 648.694 593.296 979.463 -2122 -2830.86 -36520.3 -1282.37 14301.6 1383.58 -20873.9 15748.5 -2782.38 -2153.25 -5234.51 -14936.7 -7737.63 -11097.6 -1225.05 896.95 -10153.3 -4319.69 -10696.2 12285.8 1067.81 -3414.46 -2280.84 -9498.72 2768.51 22410.4
internal_weight=0 14614 14577 12762 1815 1775 78 1697 149 119 81 43 1548 1525 1173 343 226 206 830 12741 194 173 125 48 12547 802 775 319 456 86
internal_count=4073804 14614 14577 12762 1815 1775 78 1697 149 119 81 43 1548 1525 1173 343 226 206 830 12741 194 173 125 48 12547 802 775 319 456 86
is_linear=0
shrinkage=0.1


Tree=3217
num_leaves=31
num_cat=0
split_feature=2 6 6 3 2 1 6 4 0 0 6 6 0 6 3 6 6 7 4 4 6 6 6 6 4 5 4 0 6 6
split_gain=6.14591e+11 8.55639e+11 8.71612e+11 1.12398e+12 6.01356e+11 2.09389e+12 1.19404e+13 4.16746e+12 4.09271e+12 6.74527e+12 4.48693e+12 8.19783e+12 2.51882e+12 3.6792e+12 3.60493e+12 2.47056e+12 1.76634e+12 1.65527e+12 3.26309e+12 6.54721e+12 7.88439e+12 5.62302e+12 7.45393e+12 4.90445e+12 4.72713e+12 5.23228e+12 7.3517e+12 5.76505e+12 4.98773e+12 6.6946e+12
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 11703.500000000002 72.839788400000018 81.705000000000013 2.5000000000000004 63.565651350000003 54.604289300000012 52.610000000000007 59.815000000000005 53.175387700000009 31.995000000000001 3.5000000000000004 57.995000000000012 38.205000000000005 6.0000000000000009 5.5000000000000009 8.5000000000000018 156.15000000000003 122.65000000000002 138.05000000000004 110.01500000000001 15.500000000000002 2.5000000000000004 9.5000000000000018 43.051287600000009 95.045000000000016 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 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 17 7 -7 9 12 16 -12 13 -9 15 -15 -10 -6 -19 23 21 24 -23 -20 25 -21 28 -28 -27 -30
right_child=1 -3 -4 -5 5 6 -8 8 10 -11 11 -13 -14 14 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.1019000303761479 10464.407319972826 7960.5582632211535 -30394.751570638022 -18332.936349579784 -101.57257902312674 -35231.819617638219 76126.75257161459 35191.698932756699 15207.184626286204 -37443.273530614097 92590.772109375001 14804.031847563245 37451.89371603261 -3798.799328795476 -28188.801558061081 32030.853631365742 -18517.4071171875 6971.8326127287819 -4672.5532767568793 2092.3868578832034 49492.343999280427 -46864.400051443925 13558.295279017857 -30941.292168209879 -40516.787198153412 63900.67554036458 -25785.636571180556 19267.986670556009 -10770.362642045455 54499.865358072915
leaf_weight=4059190 23 26 21 33 11299 26 24 28 41 43 20 42 23 67 44 27 25 1065 580 702 38 49 35 81 22 45 45 77 33 30
leaf_count=4059190 23 26 21 33 11299 26 24 28 41 43 20 42 23 67 44 27 25 1065 580 702 38 49 35 81 22 45 45 77 33 30
internal_value=0 -7724.47 -13020.7 -6505.46 0.195308 642.798 7687.48 3432.19 6224.59 -1695.23 20579.3 39896.5 6437.92 2140.81 -4565.17 6492.7 2432.72 437.967 2613.65 -58.4685 4753.5 3115.66 -21688.3 -7891.57 5299.66 6381.16 19471.2 2649.85 38473.2 20310.7
internal_weight=0 103 77 56 4.0737e+06 14511 410 386 360 232 128 62 189 166 138 94 66 14101 2802 1737 1076 1038 84 661 954 932 230 122 108 63
internal_count=4073804 103 77 56 4073701 14511 410 386 360 232 128 62 189 166 138 94 66 14101 2802 1737 1076 1038 84 661 954 932 230 122 108 63
is_linear=0
shrinkage=0.1


Tree=3218
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 6 4 4 1 1 1 0 0 3 5 0 4 5 5 0 5 1 0 4 6 0 1 1 2 7
split_gain=5.87804e+11 2.49943e+12 1.12716e+13 7.84418e+12 8.96906e+12 1.4258e+13 1.23799e+13 7.19682e+12 7.03896e+12 1.09382e+13 6.38701e+12 6.04598e+12 8.20344e+12 5.27869e+12 6.98596e+12 4.28112e+12 4.21126e+12 1.23139e+13 6.65509e+12 7.00374e+12 7.26979e+12 5.58639e+12 5.45043e+12 5.71365e+12 3.94966e+12 3.57326e+12 1.12948e+13 3.83567e+12 3.55757e+12 6.76923e+12
threshold=27.215000000000003 82.825258850000026 82.860505900000007 55.034466500000008 82.92647190000001 19.050000000000004 5.5000000000000009 3.5000000000000004 82.948524700000021 82.956351500000011 65.64204770000002 57.15297970000001 56.115175650000005 5.5000000000000009 1.5000000000000002 54.988402950000008 9.5000000000000018 1.5000000000000002 3.5000000000000004 54.762682300000009 1.5000000000000002 82.970388650000018 55.029726000000004 22.500000000000004 22.940000000000005 55.046782850000007 82.95992385000001 82.961694200000011 5261.5000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 16 5 6 -5 -6 -9 -10 28 12 -12 -11 25 -3 18 22 19 -4 21 -21 23 24 -18 26 -15 -27 29 -1
right_child=-2 2 3 4 7 -7 -8 8 9 13 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-536.8577824647499 -5.5523915799240147 -4034.8995037418786 2633.452259304031 -10255.205246519432 9413.6211182326424 -6420.6756111884552 -65270.617659883726 10925.541857981963 -29352.569407393297 -5437.0955696603341 5654.569899239169 -5541.9226282561631 25084.961444891887 -17659.693431454612 45376.484375 -22662.511805739541 1292.888787111586 -47080.089312478776 42500.165798611117 -840.14272462258623 -37122.528843976448 -13319.210461930204 36526.641420717591 -5983.5241369302666 9029.3758516960297 23242.111897152761 36945.620141858555 -2656.1201109122189 2170.7354074901154 1938.1746956229008
leaf_weight=45192 3988583 202 2697 78 534 717 86 340 164 2669 1167 341 267 63 37 317 1049 46 36 1386 69 484 54 449 1779 61 95 915 9300 14627
leaf_count=45192 3988583 202 2697 78 534 717 86 340 164 2669 1167 341 267 63 37 317 1049 46 36 1386 69 484 54 449 1779 61 95 915 9300 14627
internal_value=0 259.868 -944.82 -401.026 -3218.8 -12504.9 -39104.8 -1541.67 -2888.38 -4061.39 503.323 6426.35 9272.36 -2981.25 2616.24 -15412.5 1615.07 4305.49 -329.615 -662.202 -5246.2 -4070.02 5015.11 4495.85 6159.65 1221.07 15172.6 -1037.48 351.218 68.3396
internal_weight=0 85221 14327 13808 5759 881 164 4878 4344 4004 70894 1775 1434 3840 1171 519 8049 3377 4672 4636 1939 1870 3331 3277 2828 1134 158 976 69119 59819
internal_count=4073804 85221 14327 13808 5759 881 164 4878 4344 4004 70894 1775 1434 3840 1171 519 8049 3377 4672 4636 1939 1870 3331 3277 2828 1134 158 976 69119 59819
is_linear=0
shrinkage=0.1


Tree=3219
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 4 5 1 4 0 0 0 1 6 0 0 4 4 0 0 0 1 3 6 1 0 1 6 0 1
split_gain=5.79785e+11 4.90995e+12 1.46225e+13 5.01024e+13 9.40666e+13 5.32211e+13 4.65429e+13 2.8062e+13 4.20422e+13 3.92095e+13 2.76319e+13 2.10646e+13 3.37574e+13 2.82242e+13 2.79892e+13 1.47174e+13 1.7749e+13 2.18092e+13 3.83355e+13 7.31096e+13 3.0289e+13 5.65607e+13 2.99618e+13 1.49408e+13 1.29531e+13 1.16446e+13 1.102e+13 2.75202e+13 2.66416e+13 5.74149e+13
threshold=19.500000000000004 64.015000000000015 64.805000000000021 30.362494150000003 30.345769800000003 20.500000000000004 1.5000000000000002 37.401708450000008 22.500000000000004 59.905532300000012 59.882709350000006 55.768246800000007 82.958608050000009 64.405000000000015 55.858844800000007 51.707269950000004 30.500000000000004 25.500000000000004 55.702806750000008 55.595177750000005 55.753967500000009 37.702956500000006 8.5000000000000018 64.405000000000015 28.601854300000003 59.898927250000007 37.631035900000008 72.50500000000001 55.520061350000013 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 9 11 10 -5 12 -9 -13 -15 -10 17 18 19 -17 21 -20 23 -19 -2 -12 28 -28 29 -4
right_child=1 2 26 7 6 -7 -8 8 15 -11 25 13 -14 14 -16 16 -18 22 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=13.696960905574869 75143.27629076087 125819.7457397461 18897.732145797374 -38886.490935592148 72953.52732142857 -11750.676119468953 256076.48309273098 2452.5913023856028 -30497.491896874999 2252.7699291660774 -158733.04396551725 -6835.0493217136554 -54515.83199165963 -99682.346631273176 5762.4069366455078 2265.862509707747 -13900.026678985099 171856.91285511365 -207101.09823053534 89431.298767915883 -4675.4697623417296 2552.9135332661294 14892.200431902384 61733.102598353791 95.476461454752197 -70575.710156250003 -3823.9795619377073 64.99886562092162 1132.2143725012745 -30644.851956013939
leaf_weight=3599339 23 32 344 302 35 232 23 350 125 221 29 92 148 118 32 348 368 22 22 133 464 31 97 28 337894 31 26222 59451 46517 731
leaf_count=3599339 23 32 344 302 35 232 23 350 125 221 29 92 148 118 32 348 368 22 22 133 464 31 97 28 337894 31 26222 59451 46517 731
internal_value=0 -103.907 -609.963 -7203.09 30258.4 4924.53 145571 -11276.9 -6456.68 -30938.2 -51201.2 -26239 -14477.8 -50441.9 -77187.5 2480.41 5204.95 11345.2 6048.48 26367.7 -12855.9 -84473.3 47305.6 110188 100.585 -113185 -447.541 -1125.3 772.538 -14791.2
internal_weight=0 474465 136548 3283 322 264 58 2961 2378 583 362 740 498 242 150 1638 1513 1145 998 481 517 53 147 50 337917 60 133265 85673 47592 1075
internal_count=4073804 474465 136548 3283 322 264 58 2961 2378 583 362 740 498 242 150 1638 1513 1145 998 481 517 53 147 50 337917 60 133265 85673 47592 1075
is_linear=0
shrinkage=0.1


Tree=3220
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 0 0 0 3 6 6 6 6 0 6 5 7 4 3 3 0 3 6 6 4 6 0 3 1 3
split_gain=5.9049e+11 3.62125e+12 6.04685e+12 5.55403e+12 8.64875e+12 7.17549e+12 2.76238e+13 1.46916e+13 1.08013e+13 1.15931e+13 7.39358e+12 5.65199e+12 5.03681e+12 9.0625e+12 1.85258e+13 9.89246e+12 5.32744e+12 5.1838e+12 5.82818e+12 5.4724e+12 5.66302e+12 4.83398e+12 4.37901e+12 2.13965e+13 2.50406e+13 1.69286e+13 1.20387e+13 1.43535e+13 2.36644e+13 1.66555e+13
threshold=87.395000000000024 91.292296250000007 21.500000000000004 86.169282750000022 13.500000000000002 55.303261650000003 55.520061350000013 56.228352100000002 5.5000000000000009 105.00500000000001 99.050000000000011 114.05000000000001 89.00500000000001 56.041614100000011 93.050000000000011 3.5000000000000004 6.0000000000000009 22.500000000000004 16.500000000000004 21.500000000000004 56.006509350000009 1.5000000000000002 125.02000000000002 118.04500000000002 16.500000000000004 128.05000000000004 52.02416370000001 2.5000000000000004 92.90968070000001 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 22 -2 5 11 8 -8 9 -7 -9 21 -4 14 -14 16 -15 18 -16 20 -19 -5 23 -3 26 -24 -25 28 -28 -29
right_child=1 2 12 4 -6 6 7 10 -10 -11 -12 -13 13 15 17 -17 -18 19 -20 -21 -22 -23 25 24 -26 -27 27 29 -30 -31
leaf_value=9.5446417006470625 -197.35322975024576 2397.9591850196721 19977.790214106724 -12998.964163321036 39061.303515625004 32345.436607142859 -89659.657717803027 14102.337694355087 -8665.0178161621097 123344.26822916669 -39233.744553360848 3184.3833618164062 68162.915814393942 -67728.728683268229 -36501.679878743489 15440.17431640625 -23032.085498046876 -5311.49775094697 5460.3833525988521 -37136.780117187496 55259.388092672423 -49816.908201264887 -40334.581694878478 81535.345575161642 118478.62790178572 1113.4999568088108 25171.080756578947 35711.8123445085 -94777.334806034487 -45231.396336206904
leaf_weight=3832905 233388 4993 53 54 32 42 33 51 32 21 53 44 33 60 102 32 48 33 49 20 29 105 108 29 28 1125 38 206 29 29
leaf_count=3832905 233388 4993 53 54 32 42 33 51 32 21 53 44 33 60 102 32 48 33 49 20 29 105 108 29 28 1125 38 206 29 29
internal_value=0 -151.863 2082.1 -219.153 -11113.8 -14804.8 -2790.86 -31525.1 38646.9 62678.4 -13078.6 -28535 -9015.43 -12800.3 -1961.39 -33394.1 -47863.6 -11893.2 -22884.9 8347.65 23020 -37312.7 2855.64 4093.39 27673.6 -2516.99 19992.2 14082.4 -26746.9 25723.1
internal_weight=0 240899 7044 233855 467 435 232 137 95 63 104 203 459 406 266 140 108 233 151 82 62 159 6585 5352 359 1233 331 302 67 235
internal_count=4073804 240899 7044 233855 467 435 232 137 95 63 104 203 459 406 266 140 108 233 151 82 62 159 6585 5352 359 1233 331 302 67 235
is_linear=0
shrinkage=0.1


Tree=3221
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 2 6 7 4 4 4 4 1 1 1 6 7 2 1 4 4 0 1 0 6 4 6 4 3 3
split_gain=5.90442e+11 6.47533e+12 1.89528e+13 3.00103e+13 3.29067e+13 4.27747e+13 7.17937e+13 3.4521e+13 6.52331e+13 3.29475e+13 3.27666e+13 4.80863e+13 2.85341e+13 3.59151e+13 2.63913e+13 3.8314e+13 5.05231e+13 2.13286e+13 2.93121e+13 2.98042e+13 5.88727e+13 5.73138e+13 6.66029e+13 6.06564e+13 5.83109e+13 5.11318e+13 4.95251e+13 7.09179e+13 4.18113e+13 3.76126e+13
threshold=53.310000000000009 49.010000000000012 38.109452700000006 60.516422150000004 43.687280500000007 3999.0000000000005 51.015000000000008 6.0000000000000009 10.500000000000002 5.5000000000000009 6.5000000000000009 4.5000000000000009 39.652459050000012 39.718675700000013 39.689978950000004 49.895000000000003 6.0000000000000009 2828.5000000000005 37.71815560000001 16.500000000000004 11.500000000000002 55.676890650000011 37.503969450000007 55.783232450000007 53.005000000000003 20.500000000000004 49.895000000000003 18.500000000000004 15.500000000000002 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 17 4 5 6 10 -8 9 -9 11 -4 -13 -14 -12 16 -16 18 19 20 -3 -21 -23 -24 26 -26 27 -25 -22 -28
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 14 12 13 -15 15 -17 -18 -19 -20 21 28 22 23 24 25 -27 29 -29 -30 -31
leaf_value=26.971121581276464 44.157941319468087 765.86165157242488 -18926.776854114687 647.46162552937119 -2442.9108492452488 -2681.806758752834 22504.896133409202 77700.079127358491 -3354.4788766571969 201670.11657986112 -69096.193837640225 129411.23881250001 -32496.602413632456 29136.885026886288 -4417.8451959978074 -15048.083445633372 149606.32471277573 4031.4098890281552 4251.7103206329757 12265.069116455514 -7427.6000835261339 2643.4967797119675 -31038.11842189344 147938.74372877038 -92984.611625000005 57900.672413711203 -27977.071759081955 4947.2337279407693 -55176.724375735052 380.08357685400188
leaf_weight=2069790 1736959 17275 373 67322 112003 4478 1565 53 66 36 78 25 109 713 57 875 34 16244 12742 4205 13042 12052 1218 46 25 221 939 141 186 932
leaf_count=2069790 1736959 17275 373 67322 112003 4478 1565 53 66 36 78 25 109 713 57 875 34 16244 12742 4205 13042 12052 1218 46 25 221 939 141 186 932
internal_value=0 -32.8223 -496.246 -1043.58 -1988.62 4024.36 11562.1 26963.4 71979.6 127845 -138.567 10990.2 24165 20964.1 -13143.5 -8625.54 53129.6 800.395 -32.3769 -1118.01 -3078.5 1905.43 -891.682 -12988.8 -3447.07 42566.8 -8947.27 40121.6 -8099 -13851.5
internal_weight=0 2.33684e+06 267055 187787 120465 8462 3984 1720 155 89 2264 1220 847 822 1044 966 91 79268 63024 50282 30503 19779 15574 3522 2304 246 2058 187 13228 1871
internal_count=4073804 2336845 267055 187787 120465 8462 3984 1720 155 89 2264 1220 847 822 1044 966 91 79268 63024 50282 30503 19779 15574 3522 2304 246 2058 187 13228 1871
is_linear=0
shrinkage=0.1


Tree=3222
num_leaves=31
num_cat=0
split_feature=1 1 3 6 4 6 6 4 6 0 6 6 0 6 4 6 4 0 0 1 6 3 6 6 6 7 6 0 6 0
split_gain=6.49554e+11 6.69813e+12 1.03055e+13 7.73516e+12 1.45328e+13 1.44235e+13 9.62224e+12 9.44221e+12 8.77489e+12 2.97849e+13 2.0633e+13 1.21115e+13 9.94039e+12 7.24027e+12 1.09576e+13 9.76901e+12 8.04535e+12 1.01965e+13 2.15757e+13 2.5428e+13 2.41735e+13 1.69485e+13 1.59855e+13 3.71846e+13 1.63407e+13 1.61513e+13 2.90443e+13 1.48928e+13 1.16089e+13 1.1426e+13
threshold=82.968544750000021 82.965501500000016 14.500000000000002 90.045000000000016 16.500000000000004 94.02500000000002 87.395000000000024 11.500000000000002 87.015000000000015 54.944948950000004 86.920000000000016 86.030000000000015 54.94428030000001 38.805000000000007 18.500000000000004 39.005000000000003 9.5000000000000018 54.947759400000002 54.945424150000001 82.966990000000024 48.025000000000013 5.5000000000000009 60.305000000000007 69.605000000000004 65.805000000000021 6.0000000000000009 75.605000000000004 54.94428030000001 57.715000000000011 55.007293000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -10 11 13 -12 14 -3 -15 -17 18 19 20 -18 -22 28 24 -24 -25 -27 -21 29 -19
right_child=-2 2 -4 4 -6 7 -8 -9 9 -11 12 -13 -14 15 -16 16 17 22 -20 27 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=3.3165908665643076 -96.851485782620401 -1230.1121436141652 8214.4062529677885 72230.003328804349 -51502.83775201613 18851.044302740822 -15367.76887123192 -31223.777227925144 -7970.8914187500013 44096.709464186068 49834.636292613635 73743.820159646741 -18482.026763660178 21891.923884044347 -21128.841070536091 -2875.2716411630486 689.7046142528601 19512.191553256613 -5536.7792385663388 -4723.6444401863191 6236.7394723066236 20217.939649784184 -3065.1620445899716 4203.013160506539 -28110.963003609577 73191.882019950936 9169.6047828718929 13352.864507985945 28161.215797074186 4510.5990360966434
leaf_weight=3450934 591866 4056 2117 46 31 303 364 43 250 196 22 23 668 241 297 3341 2927 710 3631 3794 1785 1686 765 368 395 121 171 518 353 1782
leaf_count=3450934 591866 4056 2117 46 31 303 364 43 250 196 22 23 668 241 297 3341 2927 710 3631 3794 1785 1686 765 368 395 121 171 518 353 1782
internal_value=0 16.463 1479.74 986.183 14409.5 19622 786.7 12627.9 995.961 14910.8 771.544 1208.5 -16303.8 1146.57 -2587.78 1866.23 1650.26 2445.79 1124.75 3383.2 7383.37 13028 6506.9 -811.951 -11593.7 18137.8 35699.4 -2552.12 11188.9 8784.73
internal_weight=0 3.48194e+06 31004 28887 423 392 28464 346 28100 446 27654 26964 690 26941 4353 22588 22347 19006 14341 10710 6398 3471 4665 1820 1160 660 292 4312 2845 2492
internal_count=4073804 3481938 31004 28887 423 392 28464 346 28100 446 27654 26964 690 26941 4353 22588 22347 19006 14341 10710 6398 3471 4665 1820 1160 660 292 4312 2845 2492
is_linear=0
shrinkage=0.1


Tree=3223
num_leaves=31
num_cat=0
split_feature=2 2 1 0 7 6 6 3 4 5 6 6 5 6 6 3 5 6 0 4 3 0 3 6 4 0 4 4 3 0
split_gain=5.8593e+11 5.09471e+12 1.01024e+13 9.73002e+12 1.38058e+13 2.94105e+13 1.02284e+13 8.65719e+12 6.44707e+12 6.30476e+12 6.90359e+12 6.28206e+12 5.67002e+12 1.1631e+13 1.08402e+13 1.05e+13 1.92246e+13 1.15205e+13 8.75129e+12 8.58564e+12 9.28293e+12 5.54127e+12 5.515e+12 5.06123e+12 2.45985e+13 3.32714e+13 4.48858e+13 5.07376e+13 3.76865e+13 9.12072e+13
threshold=6082.0000000000009 5972.5000000000009 44.628646350000004 53.20799465000001 6.0000000000000009 100.05000000000001 75.605000000000004 12.500000000000002 16.500000000000004 2.5000000000000004 38.010000000000012 83.820000000000007 2.5000000000000004 69.015000000000015 62.625000000000007 7.5000000000000009 3.5000000000000004 106.49500000000002 53.175387700000009 15.500000000000002 9.5000000000000018 53.244414800000008 13.500000000000002 64.405000000000015 15.500000000000002 55.030407050000001 7.5000000000000009 6.5000000000000009 5.5000000000000009 55.046782850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 21 10 -6 -8 13 14 -4 16 17 -14 -17 20 -20 -5 -12 -2 25 -25 27 28 -27 -30
right_child=23 2 3 4 6 -7 7 -9 -10 -11 22 -13 15 -15 -16 18 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=18.284014912445453 -173.30287803037353 -31836.290550830701 5936.7388262713393 -1044.8546075655574 -19644.259715837754 -100328.71272977942 52801.257876090116 97498.581308593755 -30569.709871592422 -27699.085724431818 9134.2145735644135 427.61086351044327 7177.9869727087244 -23689.744526524697 36882.728610052945 18854.712990274234 -88109.465937500005 84684.49538690476 81511.313599537039 118645.66478794644 -5996.6028764204548 -35664.658522002552 45552.333056640629 32.485877948679288 -1400.7334260790424 180.3664818416205 5365.6717556938966 -20107.763047055665 197155.13359375001 15922.031687593008
leaf_weight=2966190 869598 79 1755 819 70 34 43 20 94 55 247 49 221 124 121 98 20 21 27 21 22 49 50 120859 59725 19522 32379 1250 32 210
leaf_count=2966190 869598 79 1755 819 70 34 43 20 94 55 247 49 221 124 121 98 20 21 27 21 22 49 50 120859 59725 19522 32379 1250 32 210
internal_value=0 23.1169 3572.29 4278.67 -1968.26 -8923.73 11004.9 37869.5 -5693.2 3874.93 8606.73 24906.6 8211.93 5972.13 7932.72 18629.6 6116.49 13903.8 38144.1 65149.1 42222 -2999.2 15265.2 -62.2181 350.639 950.923 3029.87 -569.192 666.551 39886.7
internal_weight=0 2.97023e+06 4039 3960 1530 996 534 112 962 422 367 92 2430 2000 1876 430 262 242 168 70 49 868 297 1.10358e+06 233977 174252 53393 21014 19764 242
internal_count=4073804 2970229 4039 3960 1530 996 534 112 962 422 367 92 2430 2000 1876 430 262 242 168 70 49 868 297 1103575 233977 174252 53393 21014 19764 242
is_linear=0
shrinkage=0.1


Tree=3224
num_leaves=31
num_cat=0
split_feature=6 0 4 6 4 5 3 3 4 4 4 6 1 6 0 2 5 3 1 1 6 6 0 4 5 1 1 4 1 4
split_gain=6.13062e+11 4.03601e+12 1.16374e+13 2.5992e+13 2.27028e+13 1.71201e+13 9.37147e+12 9.3847e+12 8.42464e+12 6.71446e+12 6.08009e+12 6.20859e+12 8.15171e+12 5.87157e+12 5.65504e+12 6.42859e+12 1.19962e+13 5.27944e+12 4.21814e+13 7.47986e+13 2.38276e+13 4.34737e+13 5.67977e+13 2.8545e+13 2.77409e+13 2.97037e+13 6.61641e+13 3.74089e+13 6.49208e+13 5.78775e+13
threshold=102.04000000000001 43.051287600000009 15.500000000000002 125.02000000000002 14.500000000000002 3.5000000000000004 11.500000000000002 14.500000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 104.01000000000001 39.718675700000013 149.05000000000004 43.6005307 3999.0000000000005 3.5000000000000004 1.5000000000000002 30.452677500000004 30.345769800000003 134.05000000000004 138.05000000000004 45.036141150000006 9.5000000000000018 3.5000000000000004 60.307188350000011 39.939672500000007 4.5000000000000009 39.178027400000005 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 6 8 -5 -4 -8 9 -2 11 12 -3 -11 15 16 -13 18 19 -12 -20 22 -22 24 -23 26 27 -26 29 -29
right_child=1 10 3 5 -6 -7 7 -9 -10 13 17 14 -14 -15 -16 -17 -18 -19 20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.3802810631773008 19824.449065896741 72008.563835685476 -66186.123752823798 77202.628515625009 75956.802385919742 -31833.834505208331 39418.705803571429 -50461.243145282453 4512.0016142779896 -22542.928802083334 3087.3443403249548 85130.630000000005 7222.599722055289 -86580.279575892855 2629.8991186494513 -6304.4335714285717 -6662.2324869791673 -285.80214350610453 -11031.557121153808 79363.980881258816 167705.15445772058 -14019.204386885795 22535.428775540866 -38852.347185773477 -5886.1983548001126 49105.474013008192 -46629.748454275308 125580.83140625 204994.24364224137 -32509.459154829547
leaf_weight=3966508 23 31 83 36 44 24 21 26 3025 45 690 35 52 21 2321 35 24 95495 3683 158 34 475 130 181 111 206 163 40 29 55
leaf_count=3966508 23 31 83 36 44 24 21 26 3025 45 690 35 52 21 2321 35 24 95495 3683 158 34 475 130 181 111 206 163 40 29 55
internal_value=0 -235.866 3181.57 -20854.6 4627.69 33588 -45981.9 -10302.1 3619.83 -26704 -345.936 4527.97 31419.8 -42918.4 3603.73 27649.2 47791.2 -465.946 -3354.75 17299.3 -6784.27 4200.8 52631.6 -2102.89 4061.76 18281.1 2326.71 36283.7 74032.6 34054.9
internal_weight=0 107296 3348 190 3158 60 130 47 3114 89 103948 2498 83 66 2415 94 59 101450 5955 848 5107 1424 164 1260 1079 604 398 235 124 95
internal_count=4073804 107296 3348 190 3158 60 130 47 3114 89 103948 2498 83 66 2415 94 59 101450 5955 848 5107 1424 164 1260 1079 604 398 235 124 95
is_linear=0
shrinkage=0.1


Tree=3225
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 0 2 6 0 4 4 0 4 4 4 7 4 0 6 6 0 4 0 6 5 4 3 1 4 0
split_gain=6.1966e+11 4.67427e+12 9.35363e+12 1.32919e+13 2.73195e+13 4.58242e+13 1.00644e+14 9.32764e+13 9.56869e+13 8.50784e+13 1.21871e+14 6.02392e+13 5.87324e+13 5.55973e+13 6.55464e+13 4.47321e+13 4.33653e+13 4.0942e+13 3.46876e+13 3.32208e+13 3.87003e+13 4.66748e+13 3.41065e+13 4.10774e+13 2.97732e+13 2.71738e+13 2.59793e+13 2.3644e+13 1.33112e+14 7.29357e+13
threshold=9.5000000000000018 1.5000000000000002 61.805000000000007 37.442254400000003 37.425454150000007 55.622114900000007 75.000000000000014 68.515000000000015 55.667390500000003 21.500000000000004 22.500000000000004 55.737027400000009 13.500000000000002 20.500000000000004 18.500000000000004 6.0000000000000009 23.500000000000004 54.932051950000009 84.810000000000016 72.020000000000024 55.728148450000006 14.500000000000002 55.834019500000004 85.020000000000024 2.5000000000000004 12.500000000000002 16.500000000000004 37.46219940000001 14.500000000000002 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 7 25 12 19 11 -11 -9 14 -8 -13 26 -6 -14 -10 21 -21 23 -22 -16 -7 -12 28 29 -5
right_child=1 2 3 27 5 6 13 8 9 10 16 15 18 -15 24 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-41.871504007755853 -121.60426738487365 510.02535030715154 -763.67955810062165 -671.80071842655252 102121.15364583334 -107634.47930715462 -38616.343408305278 133472.47019391743 -11337.346123798077 64585.844196428574 186477.85089285715 -10969.456924293156 10875.169781690125 9695.1536054644675 -77902.115904017861 -189025.01384447675 34260.639782432554 -29980.98040308318 -47744.440860829462 76180.642709960943 -9128.678298611112 241186.63479492191 162720.30634527441 102924.92917451054 -240945.75833333336 -18812.004257931916 43606.306835937503 89.935965428176175 -20.059841999678181 81471.227692723347
leaf_weight=1892492 1008013 482209 118293 157 24 38 478 28 26 21 35 21 218 228 21 43 200 1045 188 30 54 40 41 83 24 368 20 566269 2750 347
leaf_count=1892492 1008013 482209 118293 157 24 38 478 28 26 21 35 21 218 228 21 43 200 1045 188 30 54 40 41 83 24 368 20 566269 2750 347
internal_value=0 36.3274 172.011 -63.8392 -1013.07 -10024 -1786.54 13567.7 29332.4 54736.7 21320.1 -82378 -6608.15 -31513.7 -49478.5 -130601 55886.2 -27015.2 -16268.9 96202.4 107477 170470 82704.2 58757.8 -164859 -27125.4 134525 138.779 8638.56 55883
internal_weight=0 2.18131e+06 1.1733e+06 691090 121567 3274 2205 1454 1048 614 340 85 434 751 523 64 255 1069 406 274 248 70 178 137 45 406 55 569523 3254 504
internal_count=4073804 2181312 1173299 691090 121567 3274 2205 1454 1048 614 340 85 434 751 523 64 255 1069 406 274 248 70 178 137 45 406 55 569523 3254 504
is_linear=0
shrinkage=0.1


Tree=3226
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 6 0 6 1 1 1 1 6 5 6 6 6 3 6 1 3 5 1 1 6 7 3 6 6 4
split_gain=5.92427e+11 5.66953e+12 1.24503e+13 1.57152e+13 1.63288e+13 1.53734e+13 3.29314e+13 4.38626e+13 4.04172e+13 1.7884e+14 6.4432e+13 5.45052e+13 4.50057e+13 6.33741e+13 4.27285e+13 4.03285e+13 4.69889e+13 7.85552e+13 5.42787e+13 6.06063e+13 4.78849e+13 4.57394e+13 3.9706e+13 3.80412e+13 3.7067e+13 3.66955e+13 3.60994e+13 3.44139e+13 3.33452e+13 5.18517e+13
threshold=44.895258050000002 15.500000000000002 18.500000000000004 47.504912950000005 42.965693300000005 92.02500000000002 44.601833250000006 57.995000000000012 39.735861600000007 39.749243900000003 39.777866350000004 39.843340650000009 77.565000000000012 1.5000000000000002 80.030000000000015 59.815000000000005 72.020000000000024 8.5000000000000018 87.395000000000024 39.718675700000013 4.5000000000000009 2.5000000000000004 39.723160900000003 39.366401150000009 70.00500000000001 6.0000000000000009 1.5000000000000002 45.305000000000007 63.855000000000011 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 5 -5 6 8 -8 15 12 14 -12 13 -10 27 26 20 -18 19 21 23 -19 -21 -17 -22 -15 -3 -11 -29 -30
right_child=-2 2 -4 4 -6 -7 7 -9 9 10 11 -13 -14 25 -16 16 17 18 -20 22 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=25.532290453509248 8.8564739543004478 -108426.79533052885 1370.7293406265285 1296.7616998986352 40344.005411181046 8120.0114122246978 2856.4080436502959 -11045.283820207153 34441.618877551016 -22490.141804838386 68633.309973507116 -8135.2210878189626 -18466.397020348839 111940.27856445312 70413.276159274203 9712.0392663043476 -80182.888063794526 111106.40784722223 155418.95058593751 -194891.70550271741 -4427.6145882576138 -27215.095109528189 -6977.6357954545456 180650.85244791667 132799.95496651786 243376.4555245536 -31481.203093986202 -105122.26069178428 -67148.813634982638 104111.9114235618
leaf_weight=184112 3865320 65 8945 316 162 995 6783 3411 98 233 101 1097 43 88 31 23 172 45 24 23 314 51 22 30 21 28 984 155 90 22
leaf_count=184112 3865320 65 8945 316 162 995 6783 3411 98 233 101 1097 43 88 31 23 172 45 24 23 314 51 22 30 21 28 984 155 90 22
internal_value=0 -164.2 -1597.49 -3318.54 14530.3 -3889.26 -4745.59 -1795.22 -12744.6 -2945.69 -14515.1 -1663.08 74889.1 93647.5 -43510.9 -23714.4 -5578.17 -32895 16399.1 -7263.82 18148 37623.1 -103023 106470 4174.71 143666 -36249 -50574.2 -75082 -33508.3
internal_weight=0 208484 24372 15427 478 14949 13954 10194 3760 1986 1729 1198 257 214 531 1774 725 337 165 141 388 96 45 53 335 116 1049 500 267 112
internal_count=4073804 208484 24372 15427 478 14949 13954 10194 3760 1986 1729 1198 257 214 531 1774 725 337 165 141 388 96 45 53 335 116 1049 500 267 112
is_linear=0
shrinkage=0.1


Tree=3227
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 4 0 0 4 4 3 3 4 0 5 3 6 1 1 4 3 4 0 0 2 6 3 0 3 0
split_gain=5.97841e+11 8.55957e+12 1.29696e+13 1.39074e+13 3.17038e+13 1.6558e+13 1.59881e+13 2.45762e+13 2.92248e+13 2.47646e+13 4.04833e+13 4.10769e+13 2.04162e+13 1.39914e+13 1.7056e+13 1.32574e+13 1.57444e+13 1.73794e+13 1.2491e+13 1.01269e+13 1.26989e+13 3.01979e+13 2.40529e+13 2.25532e+13 2.09388e+13 2.11154e+13 1.87598e+13 1.7927e+13 2.00561e+13 2.20868e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 38.948208550000011 3.5000000000000004 2.5000000000000004 45.036141150000006 45.053967500000006 15.500000000000002 10.500000000000002 7.5000000000000009 11.500000000000002 16.500000000000004 45.067157700000003 3.5000000000000004 16.500000000000004 168.45000000000002 37.804148700000006 30.277905650000005 20.500000000000004 10.500000000000002 11.500000000000002 56.148747500000006 56.83050475000001 2691.5000000000005 156.15000000000003 15.500000000000002 45.040161900000008 12.500000000000002 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -8 13 -11 -12 -6 14 -9 -2 -17 -18 -4 20 -3 -22 24 26 25 -23 -24 -26 -29 -30
right_child=1 19 18 4 6 -7 7 9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 23 -25 27 -27 -28 28 29 -31
leaf_value=2.7109080518218214 3570.4081562304928 -1490.3810437603054 -86348.854971590918 -1106.0024553571429 85420.409989790482 -128242.88906250001 38955.113671874999 -37303.37489919355 -96455.467161106426 175301.09381250001 -84272.555570652185 67799.110897435909 -742.68706054687505 -60786.093195564521 60002.672919694771 -68185.517221765345 47900.917884290538 -61362.73255208334 -9236.2148815524197 6829.9081611425781 -94794.426136997776 -5391.9021933065887 8408.4000318877552 -4184.497116472422 7687.9351166474653 115044.58017578126 92786.745387883784 -49538.456334823219 -11104.31838984497 -87695.827382812509
leaf_weight=4053505 4371 12084 22 21 88 20 28 31 37 25 23 78 40 31 43 57 37 24 465 1250 42 37 49 183 217 24 57 234 641 40
leaf_count=4053505 4371 12084 22 21 88 20 28 31 37 25 23 78 40 31 43 57 37 24 465 1250 42 37 49 183 217 24 57 234 641 40
internal_value=0 -541.341 2852.02 4382.79 20845.2 -63124 28964.9 16195.3 -38124.8 31480.2 61369.8 33168.9 58494.4 -4387.22 19239.3 2677.5 -30397.8 4911.94 -12719.7 -1783.99 -2575.24 -11177.2 -8807.53 17076.4 -15077.8 41992.9 53781.7 -18153.2 -24281.6 -15603.1
internal_weight=0 20299 5441 4954 465 41 424 296 65 231 126 101 128 105 74 4489 118 61 487 14858 13608 1524 1482 289 1193 61 106 1132 915 681
internal_count=4073804 20299 5441 4954 465 41 424 296 65 231 126 101 128 105 74 4489 118 61 487 14858 13608 1524 1482 289 1193 61 106 1132 915 681
is_linear=0
shrinkage=0.1


Tree=3228
num_leaves=31
num_cat=0
split_feature=0 3 4 1 6 6 0 6 0 7 6 6 5 5 5 6 3 3 4 6 1 4 1 3 3 4 4 4 4 1
split_gain=5.74342e+11 5.94549e+12 1.47085e+13 2.23281e+13 5.17422e+13 1.60896e+13 1.58761e+13 1.30875e+13 1.00342e+13 1.68453e+13 9.14346e+12 9.49273e+12 8.4896e+12 8.15555e+12 1.3399e+13 1.57589e+13 1.64935e+13 1.78259e+13 1.69291e+13 4.04965e+13 1.37652e+13 1.26897e+13 1.08418e+13 1.07765e+13 1.39035e+13 9.90152e+12 7.78518e+12 7.7642e+12 2.02325e+13 7.76384e+12
threshold=60.034792100000011 4.5000000000000009 24.500000000000004 30.260128500000004 86.920000000000016 45.305000000000007 60.042359000000012 62.625000000000007 60.042359000000012 6.0000000000000009 57.005000000000003 74.015000000000015 2.5000000000000004 3.5000000000000004 4.5000000000000009 134.05000000000004 14.500000000000002 16.500000000000004 15.500000000000002 101.02000000000002 30.303340300000002 12.500000000000002 53.252814850000007 18.500000000000004 22.500000000000004 8.5000000000000018 16.500000000000004 15.500000000000002 10.500000000000002 39.749243900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -5 -10 12 -12 29 15 16 18 -18 -15 26 -21 22 25 -19 -25 -17 -20 28 -16 -3
right_child=1 13 3 8 -6 6 -8 -9 10 -11 11 -13 -14 14 27 21 17 23 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.3962969335210236 161.8958296950907 -1765.0906633656127 5008.4478599548347 4318.1266881549172 185118.62654296876 42035.253530227812 -14389.893164062501 113256.07559168199 546.72331071901397 -56051.677493578769 23004.623942605922 5081.4635542330143 80883.479101562509 5054.142496620937 -11558.469547390408 95853.135508661682 -85942.742783717113 50115.456948617793 132532.62400568181 -72922.809806034478 19652.90177951389 100725.68684475806 -38272.494531249999 -77616.796219308031 22038.0546875 879.34218750000002 64982.008717105258 32074.374330357143 -111707.23269230771 947.99297912940494
leaf_weight=3958919 52883 43871 264 126 20 107 37 34 1238 73 267 419 28 1117 90 23 38 26 22 29 36 31 20 28 28 21 76 21 26 13886
leaf_count=3958919 52883 43871 264 126 20 107 37 34 1238 73 267 419 28 1117 90 23 38 26 22 29 36 31 20 28 28 21 76 21 26 13886
internal_value=0 -220.415 523.776 7847.65 27793.6 20674.8 43910.4 59209.1 3563.58 -17827.6 5744.34 14756.4 28498.2 -915.824 6055.51 8798.45 6123.96 -29325.2 9447.32 39552.7 -21650.1 48211.9 22775.6 -3087.84 -27789.4 50524.7 80146.4 -23876.6 -34005.6 -1112.81
internal_weight=0 114885 55496 2613 462 442 178 141 2151 199 1952 714 295 59389 1632 1495 1400 120 1280 163 65 95 64 82 56 44 98 137 116 57757
internal_count=4073804 114885 55496 2613 462 442 178 141 2151 199 1952 714 295 59389 1632 1495 1400 120 1280 163 65 95 64 82 56 44 98 137 116 57757
is_linear=0
shrinkage=0.1


Tree=3229
num_leaves=31
num_cat=0
split_feature=1 6 6 6 4 1 5 0 2 4 0 6 0 1 4 6 4 3 3 6 1 6 6 5 6 6 0 6 4 3
split_gain=5.74515e+11 4.40057e+12 1.34815e+13 1.22194e+13 1.11232e+13 2.58132e+13 2.33444e+13 1.3565e+13 1.96154e+13 1.9838e+13 1.54357e+13 2.63766e+13 2.06944e+13 1.56647e+13 3.18384e+13 2.61448e+13 2.49376e+13 1.41972e+13 2.40662e+13 1.59211e+13 3.71112e+13 2.94307e+13 1.34771e+13 1.2095e+13 1.06648e+13 1.11296e+13 1.76313e+13 3.01674e+13 4.00032e+13 2.9197e+13
threshold=92.90968070000001 64.805000000000021 62.375000000000007 68.00500000000001 5.5000000000000009 92.948588300000011 3.5000000000000004 52.02416370000001 7912.5000000000009 21.500000000000004 56.105603650000006 74.015000000000015 56.041614100000011 103.8879505 12.500000000000002 89.00500000000001 11.500000000000002 7.5000000000000009 9.5000000000000018 78.605000000000004 107.59716050000002 91.02500000000002 80.030000000000015 2.5000000000000004 72.50500000000001 92.02500000000002 52.07762420000001 101.02000000000002 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 2 -2 -3 5 -5 7 8 9 -6 12 -12 13 14 15 -9 24 19 -19 23 21 -21 -14 -10 -15 -26 -27 29 -29 -28
right_child=1 3 -4 4 6 -7 -8 10 17 -11 11 -13 22 16 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=5.6813913355578718 -157.26374755286244 -6030.8142636328093 6891.6850341256932 -40191.152768994405 42398.566037079785 -2364.9434890861494 -6183.5287251565987 -13137.69152674346 -28340.082639031662 -34486.625794270833 14357.756834899323 -11725.354482767518 11939.757431386186 3722.1097195512821 15075.705173050372 -82911.111981301234 -1684.9970814184123 35185.629368954615 -27255.967487530666 -62882.78585486779 -17168.31040319684 -205624.21187500001 38372.017805546944 22672.417191792585 29805.165720276262 -1211.5489434474375 47466.432560483874 -19448.624831321024 147008.09658435639 -107507.48226562502
leaf_weight=3982649 68003 4676 2826 186 132 6001 2570 449 95 45 632 1003 403 390 447 61 1031 126 121 52 174 20 370 91 795 341 31 22 42 20
leaf_count=3982649 68003 4676 2826 186 132 6001 2570 449 95 45 632 1003 403 390 447 61 1031 126 121 52 174 20 370 91 795 341 31 22 42 20
internal_value=0 -248.225 123.982 -1545.24 -205.009 -3502.11 1950.67 4983.44 -6797.5 22851.5 6653.89 -1643.08 9735.56 6571.12 -4407.06 -21483.1 10503 -14526.3 4596.83 -25460.2 -42153.2 -102533 24591.7 -3382.35 18160.5 22661.7 10207.5 44067.7 89788.6 -13307.7
internal_weight=0 91155 70829 20326 15650 6187 9463 6893 856 177 6037 1635 4402 3629 957 510 2672 679 247 432 246 72 773 186 1641 1251 456 115 64 51
internal_count=4073804 91155 70829 20326 15650 6187 9463 6893 856 177 6037 1635 4402 3629 957 510 2672 679 247 432 246 72 773 186 1641 1251 456 115 64 51
is_linear=0
shrinkage=0.1


Tree=3230
num_leaves=31
num_cat=0
split_feature=6 1 1 5 1 2 3 4 5 5 1 2 1 5 0 5 0 4 1 4 4 2 4 5 4 1 1 0 1 1
split_gain=5.72124e+11 1.3244e+12 7.2903e+12 7.30467e+12 2.31895e+12 1.51623e+12 5.86963e+12 6.68109e+12 1.35555e+13 6.52735e+12 4.64415e+12 4.63284e+12 1.80094e+13 7.6702e+12 1.34261e+13 9.18735e+12 1.2624e+13 8.52586e+12 8.17914e+12 5.37664e+12 4.74082e+12 4.23621e+12 4.00459e+12 3.36799e+12 1.11409e+13 2.38975e+13 2.12148e+13 2.01254e+13 1.553e+13 8.80237e+12
threshold=247.90000000000001 30.277905650000005 30.205407000000005 2.5000000000000004 30.315889700000003 2875.5000000000005 16.500000000000004 16.500000000000004 3.5000000000000004 7.5000000000000009 56.128886000000001 3129.5000000000005 41.966773150000002 4.5000000000000009 55.743464250000009 2.5000000000000004 55.743464250000009 4.5000000000000009 49.300375350000003 5.5000000000000009 5.5000000000000009 2970.5000000000005 1.5000000000000002 3.5000000000000004 5.5000000000000009 45.71452080000001 60.620042600000012 54.998919050000005 86.169282750000022 82.956351500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 9 -9 11 22 12 -7 15 20 17 18 -14 -17 -19 -15 -21 -6 -13 28 -26 -27 -28 -25 -29
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 -12 23 13 14 -16 16 -18 19 -20 21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-1.0495807903363594 -26664.009768992459 30307.00379464286 -60269.32372159091 46331.473798076928 -37641.191245814734 97661.011979166666 -38168.73438648897 4856.1964619140626 99051.184872159094 -49216.467317708331 -35055.394580078129 5792.2254499872533 -24672.73995807927 42015.251004464284 105787.83265625002 -38104.863037109375 -95320.992159598216 53610.20553334555 38234.080507812498 -17244.176992187502 -23045.320833333335 40527.965838068187 695.01264822823669 -33682.392604758519 98972.268328125007 -70224.503410823163 88541.269560185188 2804.6391924409654 59308.905903320323 -60503.050543478261
leaf_weight=4070611 29 28 22 26 28 24 34 50 22 24 40 768 41 21 20 32 21 48 25 30 24 22 1015 176 25 41 27 487 20 23
leaf_count=4070611 29 28 22 26 28 24 34 50 22 24 40 768 41 21 20 32 21 48 25 30 24 22 1015 176 25 41 27 487 20 23
internal_value=0 1338.06 -11617.7 7842.95 1658.21 1398.44 3026.99 3737.62 33638 2603.96 -1616.56 3267.26 14479.2 7449.8 37615.2 -1503.41 -29041.6 13730.5 -4622.87 29475.8 7316.28 7197.88 -334.147 1063.5 -3481.75 3250.42 -889.795 4403.92 -24193.5 -50.4135
internal_weight=0 3193 77 55 3116 3088 2005 1971 72 1899 1083 1875 308 284 65 219 78 141 57 100 45 52 1043 1567 799 603 578 537 196 510
internal_count=4073804 3193 77 55 3116 3088 2005 1971 72 1899 1083 1875 308 284 65 219 78 141 57 100 45 52 1043 1567 799 603 578 537 196 510
is_linear=0
shrinkage=0.1


Tree=3231
num_leaves=31
num_cat=0
split_feature=4 6 5 1 6 6 2 0 3 3 0 6 1 1 1 0 1 6 0 1 3 1 1 3 6 6 1 0 3 6
split_gain=5.38675e+11 3.83033e+12 1.19566e+13 1.20575e+13 2.61039e+13 1.46887e+13 2.00714e+13 1.35762e+13 1.7598e+13 1.30042e+13 1.10671e+13 1.49449e+13 9.89315e+12 8.34538e+12 1.50396e+13 1.71075e+13 3.57475e+13 3.72516e+13 1.56922e+13 2.56027e+13 3.85008e+13 3.221e+13 2.59276e+13 2.46738e+13 4.0045e+13 8.03619e+13 3.21793e+13 2.0925e+13 2.06068e+13 2.78029e+13
threshold=3.5000000000000004 49.485000000000007 1.5000000000000002 30.330566300000005 51.015000000000008 78.605000000000004 8299.5000000000018 56.888401950000009 1.5000000000000002 1.5000000000000002 56.262014700000009 247.90000000000001 39.718675700000013 38.247071200000008 40.377616600000003 45.053967500000006 40.024897700000004 69.605000000000004 43.472751400000007 39.763755750000009 1.5000000000000002 39.843340650000009 39.873894000000007 2.5000000000000004 81.02500000000002 61.425000000000004 39.908802000000009 43.6005307 2.5000000000000004 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -6 11 12 -7 -4 15 16 18 -18 23 -20 27 28 -23 26 25 -25 -15 -21 -22 -30
right_child=-2 2 13 5 9 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=477.63367240965977 -9.020449647068558 42211.563263494318 -2120.5029756386125 -8458.5835679069442 -30312.731715029764 20536.646502976189 -56938.550561523443 3906.5503348214284 124107.36427128233 -135235.82204861109 -30193.546205357143 -17285.199875217015 90026.20558593751 76453.310906862753 -673.60516757553603 3955.0954082867133 4673.2518424479167 171821.89192708334 -2041.07119283671 59874.029087611605 -51949.939059200806 34132.059745420258 -49756.870668316835 12556.010986328125 -51939.204609375003 260832.50909090909 -10981.814543284818 -12527.686869965699 -62949.14787946429 -205170.73321759258
leaf_weight=140931 3837650 22 17535 2263 21 42 32 21 29 27 42 45 40 51 50894 17766 30 24 5541 56 74 58 101 32 20 22 241 139 28 27
leaf_count=140931 3837650 22 17535 2263 21 42 32 21 29 27 42 45 40 51 50894 17766 30 24 5541 56 74 58 101 32 20 22 241 139 28 27
internal_value=0 146.588 -343.363 -7052.75 -47989.7 -5912.9 17038.8 27848.3 73623 -89332 14305.5 29021.7 54434 -156.217 302.398 2354.14 -2059.67 78961.5 -2744.35 -3965.84 -26046.9 -49278.7 -19155.9 17360.2 68936.8 113706 4289.39 8264.6 -86406.8 -132767
internal_weight=0 236154 95223 2584 70 2514 251 219 50 48 169 127 82 92639 75104 24210 6444 54 6390 6024 483 288 159 366 74 54 292 195 129 55
internal_count=4073804 236154 95223 2584 70 2514 251 219 50 48 169 127 82 92639 75104 24210 6444 54 6390 6024 483 288 159 366 74 54 292 195 129 55
is_linear=0
shrinkage=0.1


Tree=3232
num_leaves=31
num_cat=0
split_feature=4 5 6 6 1 4 2 4 1 1 0 6 1 6 3 6 0 4 1 3 0 6 0 6 0 0 0 1 0 3
split_gain=5.56399e+11 4.14464e+12 1.89988e+13 2.92521e+13 5.77698e+13 5.65716e+13 5.21125e+13 2.42171e+13 3.93561e+13 2.34169e+13 2.28517e+13 2.87393e+13 2.10792e+13 1.72773e+13 3.81094e+13 1.72351e+13 2.79698e+13 2.51299e+13 2.3623e+13 2.48036e+13 7.32702e+13 5.9843e+13 2.39395e+13 4.0364e+13 3.74125e+13 2.10299e+13 2.03701e+13 2.03569e+13 4.59243e+13 2.48455e+13
threshold=9.5000000000000018 2.5000000000000004 51.805000000000007 57.005000000000003 30.425503950000003 7.5000000000000009 3338.0000000000005 5.5000000000000009 36.555998300000006 39.069277450000008 54.962581500000006 54.710000000000008 60.571186450000006 56.805000000000007 7.5000000000000009 95.045000000000016 55.710673100000008 6.5000000000000009 30.260128500000004 4.5000000000000009 55.81943720000001 99.050000000000011 57.60122925000001 105.00500000000001 59.933037250000005 59.898927250000007 55.667390500000003 49.195555600000006 57.15297970000001 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 15 9 4 5 6 -4 -6 -9 -3 -10 12 -12 -7 -15 -1 26 18 -18 -20 -21 -22 23 -23 25 -24 -17 -19 29 -29
right_child=-2 2 3 -5 7 13 -8 8 10 -11 11 -13 -14 14 -16 16 17 27 19 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=72.017687066089024 34.423191950583067 7023.5986621674783 -31863.751752334694 -155.99122485882663 -632.85633111488698 -761.88638548492099 9169.1384562282419 30172.505315622344 1252.832010861018 317.70416701032548 1938.2701022018457 -13915.224930681583 -19978.966194415319 13822.811903058981 129017.07405598958 385.85961965563911 23366.888207901204 -39608.627954009433 -4706.8605529966271 -176471.62711397058 -146079.47746975807 167164.01898437503 -35733.869459987334 4409.993746948242 52150.077872242648 -163008.14234374999 91094.115156250016 -38056.111433516395 72101.185103283904 73851.734872159097
leaf_weight=1371547 2181312 7675 1729 442291 35941 372 377 294 2621 16196 2574 5302 529 142 36 2548 229 530 1011 34 31 20 37 64 34 20 25 202 59 22
leaf_count=1371547 2181312 7675 1729 442291 35941 372 377 294 2621 16196 2574 5302 529 142 36 2548 229 530 1011 34 31 20 37 64 34 20 25 202 59 22
internal_value=0 -39.6766 -281.358 -414.976 -2709.72 -17060.1 -24518.4 -1903.25 -5936.74 2473.78 -6899.57 -9441.8 -1798.18 11498.2 37120.5 50.9405 -5889.95 -13921.1 -6162.03 -11567.4 -40467.5 -18020.2 4664.61 43161 -30870.5 -80391.5 1267.21 -28045.8 -6390.91 -27065.2
internal_weight=0 1.89249e+06 516079 492208 49917 2656 2106 47261 11320 23871 11026 8405 3103 550 178 1.37641e+06 4866 2293 1480 1251 240 206 175 84 91 57 2573 813 283 224
internal_count=4073804 1892492 516079 492208 49917 2656 2106 47261 11320 23871 11026 8405 3103 550 178 1376413 4866 2293 1480 1251 240 206 175 84 91 57 2573 813 283 224
is_linear=0
shrinkage=0.1


Tree=3233
num_leaves=31
num_cat=0
split_feature=6 6 0 7 4 4 4 0 0 4 4 5 4 1 1 0 6 0 1 5 4 1 6 4 3 1 4 6 1 2
split_gain=6.0123e+11 6.09377e+12 1.63575e+13 1.84046e+13 1.81738e+13 1.57871e+13 2.55877e+13 1.93832e+13 4.04339e+13 1.81369e+13 1.45531e+13 1.79266e+13 1.37985e+13 1.28063e+13 2.15073e+13 1.25885e+13 6.31946e+13 3.54572e+13 2.04322e+13 1.36714e+13 2.47076e+13 1.25501e+13 1.23976e+13 2.46734e+13 2.92114e+13 1.21736e+13 1.68686e+13 1.20435e+13 1.21419e+13 1.19886e+13
threshold=53.310000000000009 52.015000000000008 56.020150250000007 6.0000000000000009 24.500000000000004 19.500000000000004 18.500000000000004 59.91832440000001 59.939085000000013 14.500000000000002 16.500000000000004 1.5000000000000002 16.500000000000004 30.330566300000005 30.277905650000005 59.864072000000007 52.990000000000002 59.898927250000007 30.330566300000005 1.5000000000000002 5.5000000000000009 60.549354600000008 52.330000000000005 24.500000000000004 13.500000000000002 53.187400150000009 25.500000000000004 52.990000000000002 30.452677500000004 2632.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 15 -4 -12 -11 14 -6 19 17 -17 -18 20 -5 22 23 24 -7 26 -24 -28 -29 -14
right_child=-2 2 3 5 13 21 -8 8 -10 12 11 -13 29 -15 -16 16 18 -19 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-5.0825725899823064 44.55949626419838 101.34375719727235 -1735.2844478610307 -52630.358124369966 -23186.292977627843 18016.95032677284 -38463.935526555222 -51237.823187624534 -9566.4335199046236 -23698.696783670006 -13945.784286876451 14028.997399861721 28563.875503055184 -11045.677419675052 -118920.44350585938 62858.399409877231 70497.510770089284 -63036.553547127027 197201.25910156252 -3673.7376529775993 46721.480076622596 -15132.518235080926 -7357.16390928083 -5575.1540494425917 109233.00760981723 25303.232651617589 -2343.9903076171877 28945.523642113098 119333.61508152174 -9340.6926596769881
leaf_weight=2268458 1736959 46403 13415 31 88 104 322 298 1065 596 283 1202 107 364 32 35 35 62 20 1065 130 516 1327 178 53 156 56 42 23 379
leaf_count=2268458 1736959 46403 13415 31 88 104 322 298 1065 596 283 1202 107 364 32 35 35 62 20 1065 130 516 1327 178 53 156 56 42 23 379
internal_value=0 -33.1207 -963.172 -3210.11 -1314.95 -7627.57 -11391.5 -9111.27 -18677.3 -3811.09 -695.479 8697.78 -13501.1 -20385.3 -48715.4 3797.49 30942.2 -17610.5 116572 432.072 27591.6 -1272.58 2415.78 19912.6 48809.6 -1238.49 -4097.95 31645.6 60929 -995.448
internal_weight=0 2.33684e+06 68387 21984 15384 6600 4145 3823 1363 2460 14900 1485 1082 484 120 1378 152 97 55 1226 161 2455 1939 335 157 1604 1448 121 65 486
internal_count=4073804 2336845 68387 21984 15384 6600 4145 3823 1363 2460 14900 1485 1082 484 120 1378 152 97 55 1226 161 2455 1939 335 157 1604 1448 121 65 486
is_linear=0
shrinkage=0.1


Tree=3234
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 7 6 6 4 6 4 6 4 5 4 0 4 1 4 6 5 5 6 4 4 4 0 4
split_gain=6.08905e+11 1.54067e+13 6.41649e+13 8.67846e+13 8.64568e+13 7.9263e+13 5.76957e+13 8.55034e+13 1.89545e+14 7.34992e+13 5.42941e+13 4.11389e+13 4.09207e+13 4.09191e+13 3.89816e+13 4.61714e+13 3.69439e+13 3.63825e+13 5.50757e+13 4.26604e+13 5.58221e+13 4.96114e+13 4.12026e+13 3.6198e+13 3.29076e+13 4.39322e+13 3.27679e+13 8.99315e+13 5.40752e+13 3.91004e+13
threshold=56.83050475000001 56.850115550000005 60.590708550000009 60.605526900000008 60.549354600000008 17.500000000000004 56.838524800000009 6.0000000000000009 51.405000000000008 50.010000000000012 12.500000000000002 45.005000000000003 34.500000000000007 87.015000000000015 29.500000000000004 2.5000000000000004 20.500000000000004 56.838524800000009 4.5000000000000009 60.571186450000006 16.500000000000004 94.02500000000002 3.5000000000000004 3.5000000000000004 73.41500000000002 9.5000000000000018 20.500000000000004 24.500000000000004 56.838524800000009 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 6 -2 11 -4 8 9 -8 -10 -6 -7 -12 15 -9 -15 18 -13 21 22 -19 -21 24 26 -26 29 28 -28 -5
right_child=1 -3 3 23 5 12 7 14 10 -11 13 17 -14 16 -16 -17 -18 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-19.209807697345287 2524.3022298697906 -8.558407835968465 -21230.812029991765 4464.4069957725869 -1861.651264025676 59328.234506758759 -8278.0187773790403 -8419.9620721234533 45136.601007952013 -143123.12745312499 69097.452135059939 -52513.069011374086 -37560.388314494681 215432.80964912279 22032.07649238054 -48638.531856786984 62874.490411931823 -9289.3617658185522 40443.43268678154 41126.201648894115 -77115.994452373809 -135842.49278428822 -47448.473248808266 -19747.134727411685 -9266.91817768484 29046.839547802963 -30039.558871856327 18449.221620348191 37713.706611703725 48790.7804139449
leaf_weight=3267182 9648 776305 3049 6801 1082 601 211 1336 217 50 73 68 47 57 301 363 22 222 1017 478 52 36 59 644 414 1080 1255 799 130 205
leaf_count=3267182 9648 776305 3049 6801 1082 601 211 1336 217 50 73 68 47 57 301 363 22 222 1017 478 52 36 59 644 414 1080 1255 799 130 205
internal_value=0 77.8084 2289.34 -1780.54 7489.66 20571.5 -11869.5 -1016.86 31109.3 -34110.4 77240.3 13749.8 52300.8 123073 -11136.6 -17012.9 172948 22492.9 34617.6 6961.35 21814.7 -26947.9 31394.5 3277.32 4665.17 18429.8 2427.49 -8267.37 -23680 5761.42
internal_weight=0 806622 30317 17007 13310 3662 5679 2630 630 261 369 3014 648 152 2000 1699 79 1932 1085 847 589 258 537 11328 10684 1494 9190 2184 1385 7006
internal_count=4073804 806622 30317 17007 13310 3662 5679 2630 630 261 369 3014 648 152 2000 1699 79 1932 1085 847 589 258 537 11328 10684 1494 9190 2184 1385 7006
is_linear=0
shrinkage=0.1


Tree=3235
num_leaves=31
num_cat=0
split_feature=0 0 2 6 6 1 1 0 1 1 1 6 1 4 2 2 6 0 4 4 2 6 6 2 4 6 4 6 6 6
split_gain=5.67691e+11 7.50905e+12 2.33094e+13 1.96164e+13 1.68958e+13 1.62189e+13 1.51523e+13 1.30826e+13 3.49978e+13 1.48204e+13 2.9258e+13 1.30727e+13 1.22798e+13 1.69016e+13 1.02629e+13 1.75168e+13 2.33225e+13 1.59822e+13 1.08488e+13 2.19651e+13 1.00528e+13 3.48307e+13 1.64983e+13 9.86208e+12 1.59583e+13 8.73856e+12 7.98292e+12 7.18507e+12 7.05895e+12 6.98166e+12
threshold=59.699368850000006 58.08467765000001 5719.5000000000009 122.65000000000002 112.00500000000001 30.624707450000006 94.478249850000012 58.603553700000006 33.882313700000005 60.307188350000011 60.770858000000011 76.00500000000001 30.410676000000006 3.5000000000000004 2599.0000000000005 2632.5000000000005 79.015000000000015 58.603553700000006 16.500000000000004 22.500000000000004 3338.0000000000005 125.02000000000002 120.05000000000001 5444.0000000000009 23.500000000000004 100.05000000000001 2.5000000000000004 63.855000000000011 47.805000000000007 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 -1 4 5 6 -4 14 8 29 11 -11 -9 -6 -14 17 16 -16 25 -17 28 21 -15 -22 24 -21 -3 -10 -19 -20 -7
right_child=-2 2 3 -5 12 7 -8 9 26 10 -12 -13 13 20 15 18 -18 27 19 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.35844645721925289 109.68958614557368 3679.6267565515418 -42667.412777400365 92520.545402644231 -100564.43447690218 533.6668699886925 -71165.562036132818 14817.882737394941 2217.3458032181015 -27283.509385503727 15993.13259933934 57190.701306310883 46845.892079741381 -80232.736286272324 -12460.531644618832 -1921.4451569615774 -121208.793828125 -7622.4073617986332 -12271.060686296736 14431.41234588623 7710.7727068865752 80502.836966646646 -85945.577041330645 -2849.8908132577872 112622.29701904296 59721.111174665188 -20833.181987709879 -37022.271265961019 -31432.902126375837 23479.068480847476
leaf_weight=3620913 422851 4428 69 26 23 190 32 1338 201 258 396 77 29 28 1414 18265 20 783 385 96 27 26 62 308 20 28 595 93 384 439
leaf_count=3620913 422851 4428 69 26 23 190 32 1338 201 258 396 77 29 28 1414 18265 20 783 385 96 27 26 62 308 20 28 595 93 384 439
internal_value=0 -12.7042 -1587.23 5975 -2613.3 5343.46 -2395.5 6291.58 -1081.65 11369.8 -1079.3 17123.7 -31940.1 -22763.6 -2311.58 -3310.98 -13977.2 1604.31 -2524.91 -11764 -36880.3 -2841.53 -57533 6509.66 31360.9 4031.77 -15012.6 -10743.6 -21839.5 16548
internal_weight=0 3.65095e+06 30040 3589 26451 3563 26256 3494 1425 2069 654 1415 195 172 26224 20892 1434 5332 19458 1193 143 54 89 424 116 4456 796 876 769 629
internal_count=4073804 3650953 30040 3589 26451 3563 26256 3494 1425 2069 654 1415 195 172 26224 20892 1434 5332 19458 1193 143 54 89 424 116 4456 796 876 769 629
is_linear=0
shrinkage=0.1


Tree=3236
num_leaves=31
num_cat=0
split_feature=2 6 6 1 1 0 0 4 4 1 4 0 4 6 0 1 1 7 6 4 7 5 4 6 6 6 6 4 4 5
split_gain=7.35611e+11 7.4731e+11 1.31987e+12 5.79268e+11 8.40719e+12 2.99978e+13 5.74324e+13 1.44677e+14 4.20857e+13 1.25995e+14 5.88992e+13 3.91165e+13 5.30511e+13 3.13963e+13 2.74043e+13 8.40548e+13 8.08927e+13 5.61193e+13 3.95948e+13 3.13893e+13 8.86805e+13 2.92413e+13 3.41691e+13 3.74023e+13 3.02128e+13 2.97255e+13 7.15533e+13 4.53609e+13 3.95453e+13 5.00552e+13
threshold=15792.500000000002 56.505000000000003 44.010000000000012 60.571186450000006 60.620042600000012 56.791379400000004 56.83050475000001 9.5000000000000018 11.500000000000002 60.605526900000008 13.500000000000002 56.818587550000011 10.500000000000002 100.05000000000001 56.838524800000009 60.590708550000009 60.605526900000008 6.0000000000000009 48.945000000000007 16.500000000000004 6.0000000000000009 1.5000000000000002 8.5000000000000018 99.050000000000011 69.605000000000004 105.00500000000001 114.05000000000001 13.500000000000002 26.500000000000004 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=3 2 -2 -1 5 -5 7 -7 9 11 13 -9 -13 -10 15 17 21 -8 -18 20 -20 -17 23 24 -23 28 -27 -28 29 -24
right_child=1 -3 -4 4 -6 6 14 8 10 -11 -12 12 -14 -15 -16 16 18 -19 19 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-25.296468463114916 -15203.631923828127 -21738.01229166667 11813.599088541669 -4892.9357104250284 5.8907155588136355 -5011.994501288631 21900.50370519135 41976.60425208597 -5540.0829923535493 -10681.337137796234 17457.874286664737 75849.00327054986 197815.32750726747 -71113.924987057617 1148.6516054643967 -5005.7548747966366 -30709.554095818017 188533.61413690477 39099.901028882043 -39631.48917863176 230417.13738425929 -11939.870488415027 -30419.436324689057 -127480.23541666668 45653.462323369567 144294.37789818548 -156437.33235085229 6380.4340832995131 -2452.7756905761721 -74787.995199179597
leaf_weight=2794700 40 30 33 6579 1232023 5056 538 272 607 329 5871 209 43 83 23936 992 85 21 236 37 27 438 701 24 115 31 22 77 250 399
leaf_count=2794700 40 30 33 6579 1232023 5056 538 272 607 329 5871 209 43 83 23936 992 85 21 236 37 27 438 701 24 115 31 22 77 250 399
internal_value=0 -8450.84 -2990.36 0.213674 55.955 1368.92 2388.66 8031.37 16926.3 37821.8 14209.7 68275.1 96660.7 -13428 -130.746 -7800.09 -13653.9 28160.4 29538.1 46608.2 58740.8 -19107.8 -25908.5 -5266.97 37.0432 -33956 11713.8 -29801.3 -38353.8 -46513.1
internal_weight=0 103 73 4.0737e+06 1.279e+06 46978 40399 12470 7414 853 6561 524 252 690 27929 3993 3434 559 385 300 263 3049 2057 577 553 1480 130 99 1350 1100
internal_count=4073804 103 73 4073701 1279001 46978 40399 12470 7414 853 6561 524 252 690 27929 3993 3434 559 385 300 263 3049 2057 577 553 1480 130 99 1350 1100
is_linear=0
shrinkage=0.1


Tree=3237
num_leaves=31
num_cat=0
split_feature=2 2 0 0 6 4 0 2 0 7 0 1 6 1 6 1 1 6 4 6 6 4 0 4 4 1 6 4 4 4
split_gain=6.67511e+11 9.40652e+12 2.04387e+13 2.00059e+13 1.77107e+13 1.7128e+13 9.95429e+12 6.95937e+12 1.74444e+13 2.97169e+13 6.74997e+13 5.88902e+13 4.04586e+13 2.72682e+13 2.51602e+13 2.40374e+13 1.99139e+13 2.26306e+13 3.07496e+13 2.26006e+13 1.89038e+13 1.86017e+13 1.98529e+13 1.63389e+13 2.13341e+13 1.26716e+13 1.60771e+13 1.142e+13 2.45094e+13 1.21648e+13
threshold=5791.5000000000009 5873.0000000000009 54.810424650000009 54.762682300000009 73.41500000000002 8.5000000000000018 54.86311005000001 5611.5000000000009 56.148747500000006 6.0000000000000009 56.067362750000008 41.966773150000002 99.050000000000011 38.782330450000011 95.045000000000016 40.965343750000009 40.377616600000003 86.030000000000015 11.500000000000002 60.005000000000003 53.995000000000012 8.5000000000000018 56.128722100000005 15.500000000000002 6.5000000000000009 40.377616600000003 67.91500000000002 4.5000000000000009 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=7 2 3 4 -2 -4 -7 -1 9 10 11 -9 15 -10 -15 20 19 27 21 -11 -12 -19 -23 24 -22 -26 -27 -18 -29 -30
right_child=1 -3 5 -5 -6 6 -8 8 13 16 12 -13 -14 14 -16 -17 17 18 -20 -21 23 22 -24 -25 25 26 -28 28 29 -31
leaf_value=16.791628384803282 -13289.29730752851 -51.157654425575629 -13040.506823952994 2259.9809262413833 -69931.358868117561 -46966.380155535444 -121410.23671875001 -50229.158905773627 12315.422191030893 4717.557933707295 22728.830273788783 9075.2054405796716 137546.23676215278 -6307.4092017468865 -79356.702115885419 -18510.958785426363 30004.700795034809 15142.598974609376 1419.6369696255388 -22215.487680513314 26955.611685147847 183627.05132211538 61198.790653935182 21126.791787997161 67470.867325917119 189657.06073369566 80744.616793915731 -24796.388200383473 28021.004306466239 2434.4238803520552
leaf_weight=2916575 446 1145697 192 1726 63 82 23 205 921 587 556 914 36 2663 48 94 147 24 87 664 93 26 27 121 115 23 33 302 224 1090
leaf_count=2916575 446 1145697 192 1726 63 82 23 205 921 587 556 914 36 2663 48 94 147 24 87 664 93 26 27 121 115 23 33 302 224 1090
internal_value=0 -64.6131 -6153.01 -2877.84 -20300 -30799.5 -63273.1 25.3593 2801.84 6423.21 15386.2 -1789.31 33331.4 -2550.45 -7600.79 29706.5 246.738 6624.81 42156.1 -9577.84 34523.1 88183 121258 51556 65502.7 86466.9 125477 3319.57 892.152 6796.22
internal_weight=0 1.14823e+06 2532 2235 509 297 105 2.92558e+06 9000 5368 2190 1119 1071 3632 2711 1035 3178 1927 164 1251 941 77 53 385 264 171 56 1763 1616 1314
internal_count=4073804 1148229 2532 2235 509 297 105 2925575 9000 5368 2190 1119 1071 3632 2711 1035 3178 1927 164 1251 941 77 53 385 264 171 56 1763 1616 1314
is_linear=0
shrinkage=0.1


Tree=3238
num_leaves=31
num_cat=0
split_feature=6 2 0 1 3 1 4 0 0 7 5 0 6 6 3 6 1 4 0 0 6 3 6 0 3 5 3 4 4 6
split_gain=6.06851e+11 3.85988e+12 1.9417e+13 2.99622e+13 3.37302e+13 1.58219e+13 2.23334e+13 3.09918e+13 1.62187e+13 4.67642e+13 4.78465e+13 5.19283e+13 6.90311e+13 9.76797e+13 7.11266e+13 5.42686e+13 9.3564e+13 1.28652e+14 3.05173e+13 2.95701e+13 2.70175e+13 2.66759e+13 2.91524e+13 4.85665e+13 6.39936e+13 4.27131e+13 2.42635e+13 3.75751e+13 2.22778e+13 2.20096e+13
threshold=102.04000000000001 75.000000000000014 55.883833400000007 37.374856000000008 4.5000000000000009 37.755233900000007 22.500000000000004 55.759969450000007 55.667390500000003 6.0000000000000009 3.5000000000000004 55.834019500000004 247.90000000000001 120.05000000000001 13.500000000000002 105.00500000000001 37.488790500000007 11.500000000000002 55.753967500000009 55.649510000000014 105.00500000000001 19.500000000000004 114.05000000000001 55.768246800000007 4.5000000000000009 4.5000000000000009 15.500000000000002 28.500000000000004 13.500000000000002 108.05000000000001
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 -5 8 7 -7 19 10 11 12 13 14 15 18 -17 -18 -10 -2 -21 22 -12 24 -24 -25 28 -28 -13 -22
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 21 26 -14 -15 -16 16 17 -19 -20 20 29 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=6.3478773619445334 5559.9172271979078 -334.70449270033794 42727.122285829741 -170475.693 -21677.705419921876 27437.558318978066 -57460.13298828125 149249.70466308595 -100266.77968750001 16656.375055752189 31179.795328336153 -42283.495254629634 50260.118281250005 -274934.44453124999 51193.212375217016 3082.1048502604172 -111268.5385498047 -434578.89726562501 66467.970238095251 162949.89828125003 -39856.073716517858 -109200.53448242188 -164618.67431402439 112079.39564393941 33647.663946759261 -70356.735379464284 -143535.98411458332 39628.372544642858 67680.183833681309 63326.385528950756
leaf_weight=3966508 1218 104392 29 25 39 161 25 24 23 543 222 27 35 28 36 24 32 20 21 20 28 20 41 33 27 21 24 21 58 79
leaf_count=3966508 1218 104392 29 25 39 161 25 24 23 543 222 27 35 28 36 24 32 20 21 20 28 20 41 33 27 21 24 21 58 79
internal_value=0 -234.668 3361.42 -41593.9 -79801.9 4848.74 31252.1 43240.2 2716.98 -5454.55 -22293.6 -48749.2 -78468.6 -102955 -72086.9 -109071 -160239 -235619 -20688.8 10347.8 56266.2 3071.85 9599.32 -29670.1 -85895.3 41132 1316.37 -58059.3 32750.5 36325.4
internal_weight=0 107296 2904 93 64 2811 210 185 2601 1256 713 349 219 184 156 120 76 52 44 1345 127 364 344 122 68 54 130 45 85 107
internal_count=4073804 107296 2904 93 64 2811 210 185 2601 1256 713 349 219 184 156 120 76 52 44 1345 127 364 344 122 68 54 130 45 85 107
is_linear=0
shrinkage=0.1


Tree=3239
num_leaves=31
num_cat=0
split_feature=4 0 7 1 6 5 6 3 6 4 3 6 3 6 1 4 6 6 1 4 6 6 4 6 4 4 6 6 1 4
split_gain=5.95952e+11 4.10087e+12 9.45073e+12 1.82508e+13 2.22708e+13 2.09635e+13 1.97137e+13 1.61503e+13 1.60542e+13 2.40666e+13 5.20689e+13 2.13196e+13 1.97801e+13 1.39466e+13 1.38531e+13 1.35641e+13 2.29996e+13 1.20901e+13 1.17095e+13 1.12602e+13 1.12018e+13 1.99417e+13 1.08347e+13 1.19716e+13 1.04854e+13 2.22326e+13 1.32038e+13 1.40844e+13 1.17797e+13 1.12705e+13
threshold=19.500000000000004 60.042359000000012 6.0000000000000009 30.330566300000005 74.015000000000015 2.5000000000000004 63.415000000000006 7.5000000000000009 76.00500000000001 23.500000000000004 12.500000000000002 74.615000000000009 18.500000000000004 99.050000000000011 30.277905650000005 22.500000000000004 85.020000000000024 71.030000000000015 30.157841000000001 21.500000000000004 116.05000000000001 122.65000000000002 25.500000000000004 76.00500000000001 20.500000000000004 21.500000000000004 37.705000000000005 37.310000000000009 30.425503950000003 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 6 5 -5 7 -3 9 10 -8 17 15 22 18 16 -10 -11 -9 -16 -15 -22 23 -6 28 -26 27 -27 -4 -28
right_child=1 2 24 4 13 -7 8 14 12 11 -12 -13 -14 20 19 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=13.886610372492473 -164.13586699540335 -17908.79335422246 -47144.164013671878 -2644.9148343866887 -84154.561611540426 33022.328778504489 -7098.4103906250011 53438.826681385865 -95207.05017832882 20618.755510467236 213521.49952445657 82813.520550781264 -26283.668561921299 18232.383219658575 60549.554869588224 37299.094718299275 35892.85456542969 -58193.307031250006 -21736.678325160272 10473.06713937343 -103422.13141276041 11879.621586914063 -12074.920532724831 -29778.882764538648 31644.736190522446 -90.621708465315351 7354.9322307459124 -21161.005501479478 -2385.2866847836244 -1899.2597087753156
leaf_weight=3599339 456221 353 84 4536 46 171 20 23 23 103 23 50 108 158 48 195 32 24 209 696 24 40 356 338 279 2340 5690 367 196 1712
leaf_count=3599339 456221 353 84 4536 46 171 20 23 23 103 23 50 108 158 48 195 32 24 209 696 24 40 356 338 279 2340 5690 367 196 1712
internal_value=0 -105.345 1364.81 -1336 -4182.71 -1349.16 7126.51 421.337 22543.8 43803.6 110908 27501.5 9479.04 -18047.1 7050.98 24928.5 -18930.7 5725.14 -14283.9 13703.8 3935.9 -31358.5 -24642 -36292.6 3282.82 3797.53 3028.97 -2947.23 -15812.9 5214.54
internal_weight=0 474465 18244 7576 5669 4707 1907 1329 578 220 43 177 358 962 976 250 55 127 232 744 222 64 740 384 10668 10388 10109 2707 280 7402
internal_count=4073804 474465 18244 7576 5669 4707 1907 1329 578 220 43 177 358 962 976 250 55 127 232 744 222 64 740 384 10668 10388 10109 2707 280 7402
is_linear=0
shrinkage=0.1


Tree=3240
num_leaves=31
num_cat=0
split_feature=2 6 6 3 1 6 6 1 1 0 4 6 4 6 4 4 5 0 1 3 4 4 6 3 6 6 6 6 6 5
split_gain=5.95309e+11 8.00281e+11 7.98465e+11 9.32067e+11 5.93887e+11 6.61512e+12 1.61039e+13 2.62311e+13 2.51506e+13 2.06643e+13 1.78606e+13 1.91866e+13 1.53271e+13 1.3455e+13 2.33616e+13 2.23713e+13 5.0927e+13 2.86123e+13 1.2699e+13 1.60648e+13 1.90325e+13 5.14487e+13 2.85421e+13 2.2143e+13 4.90579e+13 4.45307e+13 5.93119e+13 2.32259e+13 1.87919e+13 1.72238e+13
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 65.534455000000023 52.990000000000002 56.205000000000005 82.958608050000009 82.941727000000014 55.026775150000006 19.500000000000004 54.990000000000002 17.500000000000004 54.010000000000012 14.500000000000002 15.500000000000002 1.5000000000000002 57.113979900000011 65.574968200000015 21.500000000000004 20.500000000000004 22.500000000000004 62.995000000000012 14.500000000000002 122.65000000000002 122.65000000000002 134.05000000000004 98.020000000000024 89.00500000000001 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=4 2 3 -2 -1 -6 7 8 12 10 11 -10 13 14 -7 16 -16 -17 19 20 29 -22 -23 25 -25 27 -27 -24 -21 -8
right_child=1 -3 -4 -5 5 6 18 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 -20 28 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-21.979847850928273 8964.8476859714683 7566.8149639423082 -29353.421565755209 -17259.010592004026 295.26071495341063 -5108.3302721314367 7164.3032258514932 -276.93535904799944 23108.342689780926 -21510.338137657178 -36980.2462352808 -8069.5854140828133 6222.8534951030342 -1621.9380474198676 -132722.42192007214 -26873.096974794113 24669.435615808823 13127.662909844583 -127.69551294931148 -9886.400751953126 -56173.498844562193 65690.881286621094 15907.537497177567 -12429.341410655546 -167765.57381998701 209636.11966145833 -12684.769608561199 -45223.17215173466 120162.39265625 473.12847120095648
leaf_weight=3046423 23 26 21 33 565488 4401 6604 31526 286 1562 138 637 1449 6599 52 748 34 235 397518 20 202 64 173 133 24 24 24 97 25 9215
leaf_count=3046423 23 26 21 33 565488 4401 6604 31526 286 1562 138 637 1449 6599 52 748 34 235 397518 20 202 64 173 133 24 24 24 97 25 9215
internal_value=0 -7602.34 -12724.4 -6488.5 0.192218 65.9441 -214.867 -1955.47 -5233.92 -14195.1 -3425.65 1591.18 -3495.11 -4661.85 -8329.19 -21589.2 -70497.7 -17310.4 -14.5177 2694.92 2532.78 -13131.1 2999.87 -5446.92 -36175 9723.86 98475.7 -6054.24 62362.9 3266.51
internal_weight=0 103 77 56 4.0737e+06 1.02728e+06 461790 47667 16141 2623 1061 923 13518 12069 5470 1069 86 983 414123 16605 16560 741 539 475 157 318 48 270 45 15819
internal_count=4073804 103 77 56 4073701 1027278 461790 47667 16141 2623 1061 923 13518 12069 5470 1069 86 983 414123 16605 16560 741 539 475 157 318 48 270 45 15819
is_linear=0
shrinkage=0.1


Tree=3241
num_leaves=31
num_cat=0
split_feature=2 6 6 4 6 3 6 1 1 1 1 0 1 3 3 6 1 4 4 0 3 1 0 0 2 4 0 1 6 0
split_gain=5.78066e+11 5.19954e+12 2.9975e+13 2.25105e+13 2.11417e+13 2.40903e+13 2.72344e+13 3.25707e+13 3.66308e+13 3.11795e+13 2.99108e+13 1.68427e+13 3.07516e+13 3.45812e+13 2.93187e+13 2.82338e+13 5.67667e+13 3.73969e+13 2.77908e+13 3.38567e+13 4.35207e+13 3.36331e+13 2.01885e+13 3.43336e+13 1.99068e+13 3.72531e+13 3.93661e+13 3.90411e+13 1.85063e+13 4.89477e+13
threshold=6082.0000000000009 99.050000000000011 95.045000000000016 20.500000000000004 101.02000000000002 10.500000000000002 100.05000000000001 82.895858600000011 82.948524700000021 82.92647190000001 40.377616600000003 54.992080650000005 82.895858600000011 5.5000000000000009 14.500000000000002 96.050000000000011 60.605526900000008 11.500000000000002 6.5000000000000009 54.998919050000005 13.500000000000002 82.93515810000001 55.034466500000008 55.102137100000007 9613.5000000000018 7.5000000000000009 54.724612400000005 20.507515800000004 98.020000000000024 55.034466500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 -8 9 -9 -7 24 13 -13 15 16 17 -15 21 20 -20 22 -14 -24 25 26 -4 -27 -21 -30
right_child=1 4 3 -5 -6 6 7 8 -10 -11 -12 12 18 14 -16 -17 -18 -19 19 28 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=22.961197394927893 -63.093215804232116 -11477.267069003647 23256.505203683038 -8042.3639979914151 -364.90807464210769 117750.619140625 -5973.8105641084558 54855.731317934784 10425.857991976352 211992.2207589286 -7132.9478934375838 -8622.1308609540192 193726.81334069296 263795.76997192384 -47459.481058673467 18828.28274324704 13454.672565104167 84758.082589285725 42014.163543450348 18833.735387189674 192888.21906960229 26468.516146484373 -19521.904218749998 154753.78257211539 -3140.5786150698823 -39161.596875577845 108456.0618454392 16150.920655280934 -79144.391697843326 36702.114184895836
leaf_weight=2970229 1063716 3372 203 854 29804 20 68 23 37 28 467 804 23 20 49 306 60 28 146 872 22 100 20 26 1597 169 74 521 71 75
leaf_count=2970229 1063716 3372 203 854 29804 20 68 23 37 28 467 804 23 20 49 306 60 28 146 872 22 100 20 26 1597 169 74 521 71 75
internal_value=0 -61.7992 -23.2052 7001.55 -1282.6 -8094.75 9643.74 46006.4 86173 141127 -2004.26 9478.9 15114.4 3914.89 25685.4 34342.7 78300.2 159357 25586.5 20180.5 61771.5 63525 117230 78981.7 3715.93 15039.4 46017.4 2603.36 13316.7 -19634.2
internal_weight=0 1.10358e+06 1.06976e+06 6040 33819 4015 643 156 88 51 487 5186 2622 1267 463 414 108 48 1355 1186 168 169 69 46 2564 967 277 690 1018 146
internal_count=4073804 1103575 1069756 6040 33819 4015 643 156 88 51 487 5186 2622 1267 463 414 108 48 1355 1186 168 169 69 46 2564 967 277 690 1018 146
is_linear=0
shrinkage=0.1


Tree=3242
num_leaves=31
num_cat=0
split_feature=6 1 1 1 5 6 6 4 0 0 4 6 5 5 0 0 0 0 6 1 6 6 6 6 7 1 4 0 6 5
split_gain=5.49109e+11 5.26272e+12 1.17855e+13 2.30903e+13 2.07309e+13 4.73564e+13 2.04068e+13 3.17908e+13 2.32182e+13 3.07763e+13 2.93714e+13 2.20962e+13 2.26025e+13 2.1077e+13 1.94225e+13 1.35573e+13 1.34795e+13 1.15621e+13 9.42612e+12 9.58346e+12 9.39525e+12 9.35e+12 9.02e+12 2.34961e+13 9.18484e+12 2.33357e+13 1.94918e+13 1.76637e+13 1.41221e+13 1.44739e+13
threshold=53.310000000000009 65.534455000000023 49.300375350000003 49.195555600000006 4.5000000000000009 30.985000000000003 35.995000000000012 6.5000000000000009 55.768246800000007 55.728148450000006 15.500000000000002 33.005000000000003 1.5000000000000002 1.5000000000000002 55.79439725000001 55.753967500000009 53.506098950000009 55.737027400000009 41.365000000000002 49.230435000000007 34.905000000000008 31.705000000000002 34.010000000000012 37.005000000000003 6.0000000000000009 56.805602900000004 9.5000000000000018 56.872182500000008 52.330000000000005 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 22 -6 11 -8 9 16 17 14 20 -12 15 -5 -9 -11 19 -19 -13 -16 -4 -24 26 -26 -25 28 29 -27
right_child=-2 -3 4 6 5 -7 7 8 -10 10 13 12 -14 -15 21 -17 -18 18 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-28.943664842921677 42.584302194722909 231.31091245427658 172.50187010659471 1774.1721347996008 149432.78884114584 -11381.714390791225 13440.750217454617 22140.236976347194 -4898.4729667649608 73022.243131510419 18098.244747872741 23681.32349302699 -34834.333777436754 60061.304234292475 -8870.8863097593767 19505.219973815354 -12144.090392209229 -10113.158606005154 8437.7226100365424 8704.6519325619647 10540.535008630783 9005.3382853084422 -3122.5929052254392 -179.03124291656661 -1796.5457188306509 4933.9280484123483 -2381.509855570167 -2137.6625023183292 -7766.8441709114886 55857.787512207033
leaf_weight=1362538 1736959 574091 104437 856 30 47 1854 127 6009 24 762 1261 84 142 1219 869 1182 761 1550 420 957 385 41163 137337 18895 16817 56800 5274 898 56
leaf_count=1362538 1736959 574091 104437 856 30 47 1854 127 6009 24 762 1261 84 142 1219 869 1182 761 1550 420 957 385 41163 137337 18895 16817 56800 5274 898 56
internal_value=0 -31.6526 -117.294 18.6537 -609.087 51273.3 3531.45 1328.98 -716.682 4341.37 9049.03 8550.09 16083.1 24689.8 3340.99 10706.5 -8817.8 3916.82 3309.52 -3420.97 18011.5 -4580.15 -619.554 -917.924 -533.512 808.477 -823.426 2944.38 4452.61 5102.94
internal_weight=0 2.33684e+06 1.76275e+06 1.381e+06 381754 77 18462 12831 10977 4968 3659 5631 2302 904 3329 1725 1309 2755 2731 1181 2218 1604 381677 277240 236077 41940 194137 23045 17771 16873
internal_count=4073804 2336845 1762754 1381000 381754 77 18462 12831 10977 4968 3659 5631 2302 904 3329 1725 1309 2755 2731 1181 2218 1604 381677 277240 236077 41940 194137 23045 17771 16873
is_linear=0
shrinkage=0.1


Tree=3243
num_leaves=31
num_cat=0
split_feature=1 4 5 1 0 3 6 3 6 6 4 4 0 4 6 4 1 1 2 1 6 0 0 6 3 0 0 6 0 6
split_gain=6.74621e+11 5.74674e+12 9.08744e+12 7.71503e+12 2.00357e+13 3.13153e+13 1.81217e+13 1.69737e+13 1.63776e+13 1.44032e+13 1.28249e+13 1.21727e+13 1.07498e+13 1.03827e+13 1.03478e+13 7.70056e+12 2.96242e+13 2.47315e+13 2.34915e+13 1.68521e+13 1.30393e+13 1.29401e+13 1.78202e+13 1.30126e+13 1.8946e+13 1.48845e+13 1.34355e+13 1.1945e+13 1.38482e+13 1.48545e+13
threshold=82.968544750000021 16.500000000000004 4.5000000000000009 82.971668900000012 55.034466500000008 6.5000000000000009 54.990000000000002 20.500000000000004 34.605000000000011 73.41500000000002 19.500000000000004 25.500000000000004 55.102137100000007 17.500000000000004 26.495000000000001 15.500000000000002 83.025426800000005 82.975438000000011 2851.5000000000005 83.754481100000007 58.755000000000003 55.080855950000007 55.071632200000003 67.445000000000007 6.5000000000000009 54.86311005000001 53.310923100000004 110.01500000000001 55.303261650000003 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 8 10 11 -6 -9 -10 -8 -12 -2 17 -17 -18 21 -19 22 23 26 25 -25 -20 -21 -29 -30
right_child=1 2 -4 -5 7 -7 13 9 12 -11 14 -13 -14 -15 -16 16 18 20 19 27 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=16.777650609255449 -77.523442631739954 8830.0307740409426 46446.821765747074 -819.01430411386843 -14541.82578893083 -4274.1637145120321 97737.229912109382 41190.756261488976 -22625.898587463973 -23721.650096763056 -10315.437297930037 -22183.095943509616 12356.405670295879 38522.013286389803 63709.713820043107 -15678.513956925675 53261.834209333152 11170.132506929949 -54969.77862659801 3388.1304951399215 28901.761367471565 33237.062332004047 -20783.333033616473 -4720.4214182598989 -22237.159330293278 43002.107550495428 593.37188274689743 3753.0977050781253 -117114.7655048077 -22549.965873386551
leaf_weight=3481938 530564 212 40 40108 89 1812 40 136 1341 82 28 39 94 114 58 259 84 1192 44 8959 636 92 606 322 699 82 3982 80 26 46
leaf_count=3481938 530564 212 40 40108 89 1812 40 136 1341 82 28 39 94 114 58 259 84 1192 44 8959 636 92 606 322 699 82 3982 80 26 46
internal_value=0 -98.7026 -1195.64 -1238.8 -5401.21 1114.87 27795 -13002.7 -16812.2 10862.4 12069.2 27067.4 -20334.4 53902.6 39608.5 -10.188 2077.94 13241.8 526.953 230.412 17339.3 -3969.51 -4566.37 -2650.31 -12273.4 4965.83 -13.8757 2916.5 -24881.8 -56698.4
internal_weight=0 591866 44193 44153 4045 2178 366 1867 1610 257 175 175 1435 154 86 547673 17109 2087 15022 14938 1828 5827 5735 5129 1103 404 4026 9111 152 72
internal_count=4073804 591866 44193 44153 4045 2178 366 1867 1610 257 175 175 1435 154 86 547673 17109 2087 15022 14938 1828 5827 5735 5129 1103 404 4026 9111 152 72
is_linear=0
shrinkage=0.1


Tree=3244
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 0 7 1 6 1 6 6 6 4 4 6 0 0 1 7 4 4 6 4 6 1 4 0 3 0
split_gain=5.71829e+11 3.48251e+12 1.24649e+13 1.37447e+13 2.04565e+13 2.01648e+13 5.22886e+13 2.71688e+13 2.56479e+13 1.96701e+13 2.04946e+13 3.98146e+13 4.18757e+13 2.63863e+13 2.61755e+13 2.3966e+13 1.95978e+13 3.48007e+13 3.89944e+13 2.64518e+13 2.52539e+13 4.41567e+13 1.9427e+13 1.85337e+13 1.8379e+13 1.79194e+13 2.92964e+13 4.31289e+13 1.62619e+13 1.58341e+13
threshold=92.90968070000001 91.292296250000007 2.5000000000000004 56.020150250000007 92.865667950000017 55.988910100000005 6.0000000000000009 92.865667950000017 68.515000000000015 92.865667950000017 78.010000000000005 84.00500000000001 101.02000000000002 16.500000000000004 15.500000000000002 149.05000000000004 56.128722100000005 56.041614100000011 92.791023150000015 6.0000000000000009 8.5000000000000018 9.5000000000000018 76.605000000000004 19.500000000000004 69.605000000000004 92.791023150000015 15.500000000000002 56.006509350000009 4.5000000000000009 56.006509350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 8 -4 -7 25 13 -12 -13 -11 15 28 17 18 19 -5 -21 -22 -19 -23 -9 26 27 -10 -14 -8
right_child=-2 2 3 4 -6 6 29 24 9 10 11 12 14 -15 -16 -17 -18 22 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0013348252830641 -247.64453693637844 -9704.826711192738 1674.9915289581622 -2087.4228819981504 2470.5997113708913 7900.5427207678695 13264.934756352352 -9317.31582454009 109637.66823814657 52783.268331736443 -30241.340144576152 112650.23046324824 -45866.815802228011 168902.04391276045 -52531.214982524667 127545.35060096155 12785.082327284748 -12867.032119887159 -12156.357054254857 -77432.161653645846 72077.390693204361 6008.5330821455827 -46865.221668020007 36690.176162045966 -55629.131655649042 9542.0457525541751 -22489.921134440105 -11850.492693536933 51898.755511209245 -7806.6999245749748
leaf_weight=3931467 91155 1100 20333 2952 8790 4838 416 1469 87 106 87 71 27 24 38 26 643 2353 2341 30 126 1333 181 231 91 853 48 44 46 2498
leaf_count=3931467 91155 1100 20333 2952 8790 4838 416 1469 87 106 87 71 27 24 38 26 643 2353 2341 30 126 1333 181 231 91 853 48 44 46 2498
internal_value=0 5.6681 825.224 1056.51 -1064.17 2350.65 6276.64 699.229 11403.4 23034.8 41140.7 26563.1 50322.6 74220.6 18021.4 45102.2 -4113.29 -5251.41 -1622.2 3656.15 13513.7 15128.1 -15295.5 10540.2 -12018.8 15578.4 44343.8 68832.5 15738.9 -4798.53
internal_weight=0 3.98265e+06 51182 50082 18980 31102 9209 21893 6295 1457 425 295 208 130 137 99 10190 9547 7013 4672 1720 1690 2534 1564 1560 1032 179 131 73 2914
internal_count=4073804 3982649 51182 50082 18980 31102 9209 21893 6295 1457 425 295 208 130 137 99 10190 9547 7013 4672 1720 1690 2534 1564 1560 1032 179 131 73 2914
is_linear=0
shrinkage=0.1


Tree=3245
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 4 7 4 7 6 3 6 4 3 0 6 6 6 3 0 3 6 3 6 5 3 3 3
split_gain=5.83241e+11 5.37153e+12 9.49233e+12 3.38566e+13 1.94485e+13 2.12194e+13 1.81821e+13 2.64832e+13 4.62714e+13 2.51578e+13 2.43305e+13 1.79683e+13 1.53978e+13 1.47058e+13 1.38922e+13 9.75489e+12 9.56343e+12 9.32742e+12 4.96276e+13 1.55853e+13 1.34288e+13 1.24101e+13 8.89117e+12 1.09591e+13 1.14818e+13 8.25597e+12 7.88409e+12 7.21294e+12 7.19227e+12 7.36693e+12
threshold=82.968544750000021 82.965501500000016 55.039488700000007 55.030407050000001 55.029726000000004 18.500000000000004 55.061158000000006 17.500000000000004 6.0000000000000009 22.500000000000004 6.0000000000000009 60.910000000000004 2.5000000000000004 48.945000000000007 23.500000000000004 1.5000000000000002 55.050541250000002 67.00500000000001 80.720000000000013 59.505000000000003 4.5000000000000009 55.046782850000007 4.5000000000000009 78.605000000000004 9.5000000000000018 75.605000000000004 2.5000000000000004 3.5000000000000004 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 -1 3 4 5 28 7 8 11 -9 25 16 -13 -5 -12 26 -4 19 20 -16 -19 -22 -14 24 -24 -11 -8 -20 -3 -30
right_child=-2 2 6 13 -6 -7 15 9 -10 10 14 12 22 -15 17 -17 -18 18 27 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.8272378941821219 -91.774654410409369 896.7439190728179 35097.354598526217 -9828.601997646756 26869.156323326664 -16682.709913551862 -1217.780433006536 -30543.16906990841 81051.365795693288 -28279.95784883721 67739.880004882812 74914.443337673612 9807.6584756540706 -41399.581682275399 13157.008563620187 -3199.9006501272879 6552.1537937493977 21053.319531250003 44943.286239919362 -12051.457269701912 159781.20687890626 73773.240441176473 -15931.874881750209 -54436.105429025425 56818.101292067317 -104774.46160714286 29986.030913880819 -6185.2232748692732 13322.315241435514 -8114.0578271236518
leaf_weight=3450934 591866 22801 426 360 289 677 153 203 119 43 40 27 258 250 606 2325 162 28 31 412 25 51 131 59 26 21 172 251 861 197
leaf_count=3450934 591866 22801 426 360 289 677 153 203 119 43 40 27 258 250 606 2325 162 28 31 412 25 51 131 59 26 21 172 251 861 197
internal_value=0 15.6 1325.98 507.234 1079.14 775.371 5065.41 10509.7 21845.7 2506.25 6955.21 15376 1460.14 -22767.5 9629.33 -931.506 27232.9 7973.76 21210.4 2954.76 80254.4 102065 -2723.96 -17692.3 -3884.11 -53379.7 15296.2 -564.713 1270.74 9330.85
internal_weight=0 3.48194e+06 31004 25435 24825 24536 5569 2919 1208 1711 1508 1089 501 610 1444 2650 588 1404 386 1018 104 76 474 216 157 64 325 282 23859 1058
internal_count=4073804 3481938 31004 25435 24825 24536 5569 2919 1208 1711 1508 1089 501 610 1444 2650 588 1404 386 1018 104 76 474 216 157 64 325 282 23859 1058
is_linear=0
shrinkage=0.1


Tree=3246
num_leaves=31
num_cat=0
split_feature=6 6 1 2 4 0 1 1 5 3 0 1 5 0 0 0 0 3 7 4 6 4 4 2 0 5 4 6 5 0
split_gain=5.75212e+11 7.35776e+12 7.69282e+12 1.81617e+13 1.87295e+13 1.88645e+13 1.6692e+13 1.43252e+13 1.42532e+13 3.7227e+13 1.36152e+13 5.00428e+13 9.89659e+13 2.29412e+13 2.88755e+13 2.37224e+13 2.4982e+13 2.13094e+13 2.08266e+13 2.33079e+13 2.40448e+13 1.91452e+13 2.83399e+13 4.24458e+13 1.94696e+13 1.88733e+13 1.87442e+13 3.63321e+13 2.66202e+13 3.89614e+13
threshold=59.505000000000003 60.005000000000003 47.800771000000005 2892.5000000000005 16.500000000000004 43.550475500000012 39.652459050000012 44.628646350000004 2.5000000000000004 10.500000000000002 56.324067350000007 43.932356550000009 2.5000000000000004 55.649510000000014 45.067157700000003 55.791814000000009 55.806294650000005 14.500000000000002 6.0000000000000009 11.500000000000002 59.815000000000005 9.5000000000000018 15.500000000000002 75.000000000000014 55.667390500000003 2.5000000000000004 3.5000000000000004 59.815000000000005 2.5000000000000004 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -10 13 18 -13 14 26 17 -17 21 19 -12 -21 -15 23 -23 -24 -20 27 -2 29 -29
right_child=1 -3 -4 -5 5 6 8 -9 9 -11 11 12 -14 15 -16 16 -18 -19 25 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=25.560260951392081 136979.19420720881 7.2489487286643399 -2132.8608273697578 3110.620183480899 89016.356547851567 3025.394028848978 -9941.8011538833762 -29479.195120131913 -160125.84882451838 28381.1982421875 716.04704631549168 133300.73747106481 -33076.641595458983 -24305.32394074363 3019.88527102023 23956.017718378702 -6698.7954800067128 -85807.432293836813 -15333.860648576185 80318.719914362984 15225.531171432598 34609.763424234749 13817.917607964409 -22046.210773388877 -46906.283068477751 42386.751451822922 -7449.1941504119886 102121.61789179023 -17132.512433110915 9722.0232585850044
leaf_weight=2785120 22 1206187 33633 12556 25 9904 555 199 22 20 3677 81 64 1184 6970 288 3456 45 1014 65 447 293 72 241 198 60 6814 55 269 268
leaf_count=2785120 22 1206187 33633 12556 25 9904 555 199 22 20 3677 81 64 1184 6970 288 3456 45 1014 65 447 293 72 241 198 60 6814 55 269 268
internal_value=0 -55.2412 -968.908 -167.761 -1301.49 2253.09 2046.53 -2752.71 -14192.4 -70360.6 -2544.82 1910.98 59865.2 -3739.22 -1603.22 -9062.76 -4340.73 -17758.9 314.289 3499.51 23489.3 -16218.6 -4309.74 9040.31 -30713.2 -12109.2 -5941.27 10793.3 6103.96 25455.7
internal_weight=0 1.28868e+06 82497 48864 36308 10526 10501 25782 597 42 25583 5408 145 20175 14398 5777 3744 2033 5263 4189 512 1988 804 534 270 1074 7428 614 592 323
internal_count=4073804 1288684 82497 48864 36308 10526 10501 25782 597 42 25583 5408 145 20175 14398 5777 3744 2033 5263 4189 512 1988 804 534 270 1074 7428 614 592 323
is_linear=0
shrinkage=0.1


Tree=3247
num_leaves=31
num_cat=0
split_feature=6 0 4 1 1 0 6 3 1 3 0 0 5 6 6 6 0 4 3 3 3 4 1 5 0 3 5 3 3 6
split_gain=5.75762e+11 3.3751e+12 8.22795e+12 2.07333e+13 4.1264e+13 8.8235e+13 2.64737e+13 3.37376e+13 5.03912e+13 2.48184e+13 2.15293e+13 8.87898e+13 2.02267e+13 2.36344e+13 2.78081e+13 6.45563e+13 3.0707e+13 4.01669e+13 2.09861e+13 1.94766e+13 1.94211e+13 1.8089e+13 8.04894e+13 3.96702e+13 4.49865e+13 4.76531e+13 3.42155e+13 3.5018e+13 3.08552e+13 2.95712e+13
threshold=87.395000000000024 59.933037250000005 9.5000000000000018 30.330566300000005 30.323041000000003 59.950512650000007 89.00500000000001 1.5000000000000002 30.362494150000003 3.5000000000000004 60.01610465000001 59.963561900000009 4.5000000000000009 99.050000000000011 122.65000000000002 138.05000000000004 59.982409200000006 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 10.500000000000002 30.315889700000003 2.5000000000000004 59.939085000000013 6.5000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -6 11 -7 -3 -14 16 -16 17 -15 -17 -13 -12 22 23 28 25 -25 27 -26 -4 -24
right_child=1 2 21 6 5 10 -8 8 -10 -11 20 19 13 14 15 18 -18 -19 -20 -21 -22 -23 29 24 26 -27 -28 -29 -30 -31
leaf_value=9.4248574637705786 -262.547865158359 7677.9008370594347 80181.173636968088 -33942.300343651114 97071.016689453128 51548.943978515628 -4212.1303808197317 154157.32815946694 24523.858383443039 252722.9561011905 101523.34829545455 -175019.68729619565 -90917.949239864873 21186.951349103008 -95420.8866540116 22160.434185204806 -39693.281945158313 174500.65434375001 -43198.91743451287 -57213.793050130218 28334.166811629177 660.65044589935337 63.260586732676337 -35559.041337316179 -4166.1889453124995 126806.8842075893 -22156.878685897434 -96192.243394055229 -43837.774285714288 51513.968652343756
leaf_weight=3832905 220911 3421 47 79 20 100 3695 34 254 21 44 23 37 54 89 177 38 25 68 36 206 10443 355 51 50 28 156 239 35 163
leaf_count=3832905 220911 3421 47 79 20 100 3695 34 254 21 44 23 37 54 89 177 38 25 68 36 206 10443 355 51 50 28 156 239 35 163
internal_value=0 -149.957 1094.41 3472.29 8262.22 36938.3 -1667.86 23948.1 39827.8 176795 22918.4 -5850.66 4961.07 -14084.6 -7781.2 -22477.8 34173.2 69703.9 4019.88 -103138 41215.5 -636.729 -12690.6 -37431.4 -47552.8 21988.4 -59898.3 -80270.8 27246.3 16253.3
internal_weight=0 240899 19988 8421 4359 450 4062 367 288 41 409 159 3909 488 451 334 117 79 245 59 250 11567 1124 606 524 79 445 289 82 518
internal_count=4073804 240899 19988 8421 4359 450 4062 367 288 41 409 159 3909 488 451 334 117 79 245 59 250 11567 1124 606 524 79 445 289 82 518
is_linear=0
shrinkage=0.1


Tree=3248
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 0 6 1 6 1 3 3 3 1 1 3 1 3 6 3 4 6 4 6 6 0 3 2 1 6
split_gain=5.93753e+11 7.51787e+12 1.9677e+13 3.0571e+13 2.55352e+13 2.20066e+13 1.7949e+13 2.41655e+13 1.51072e+13 5.05244e+13 3.92936e+13 5.3563e+13 4.68094e+13 3.84354e+13 3.39145e+13 2.88773e+13 3.32958e+13 2.56408e+13 2.24817e+13 3.22997e+13 4.23249e+13 5.27892e+13 2.36671e+13 2.49451e+13 2.09737e+13 2.07073e+13 1.90082e+13 1.86666e+13 1.81948e+13 1.7646e+13
threshold=4.5000000000000009 44.628646350000004 39.723160900000003 39.749243900000003 38.948208550000011 57.634352600000007 122.65000000000002 39.908802000000009 156.15000000000003 39.689978950000004 7.5000000000000009 3.5000000000000004 4.5000000000000009 39.596303450000001 39.01296365000001 5.5000000000000009 39.712886600000012 19.500000000000004 67.91500000000002 3.5000000000000004 8.5000000000000018 106.49500000000002 18.500000000000004 122.65000000000002 110.01500000000001 45.036141150000006 5.5000000000000009 3191.5000000000005 39.044653900000007 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 11 14 -13 18 -10 24 -17 -12 -6 29 25 -22 23 -23 27 -21 -11 -15 -19 -20
right_child=1 -3 3 5 8 6 7 -9 9 26 17 12 -14 15 -16 16 -18 28 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2729296495268985 -2380.4737789140072 3049.2523242127095 -63520.809067382819 -11561.145723936106 -27603.934366319445 -13956.920471635298 149553.13096590908 27299.845933657787 101425.43266129034 113639.31284279337 30245.550347656252 -200900.23746383103 -52672.73655824567 -140547.08069661458 -27758.06635990466 -6112.3382579985118 141538.64170735676 -67788.291131365739 56382.503995768231 79080.161002604174 174578.35784143521 -69310.553683035716 107608.72580273438 35124.716471354172 2539.3309554893094 201958.42441406252 17935.23178168403 -36442.225180904199 43866.435670166014 -1670.9912393912994
leaf_weight=4059415 4639 6820 105 1362 45 55 22 61 31 49 225 27 101 24 59 42 24 54 84 24 27 35 25 66 95 32 36 61 20 139
leaf_count=4059415 4639 6820 105 1362 45 55 22 61 31 49 225 27 101 24 59 42 24 54 84 24 27 35 25 66 95 32 36 61 20 139
internal_value=0 641.238 -1528.49 -11357.1 1116.53 -7705.63 30346.6 59704.3 13360 1658.16 -10088.6 -42375.2 -83939.5 23103.5 16738.5 -9002.68 47578.9 13451.5 39661.4 46668.2 74912.9 47687.6 20496.7 -1065.72 -29749.3 149296 73105.8 -65836.5 -37611.3 20196.7
internal_weight=0 14389 7569 1605 5964 1500 138 83 1325 602 517 218 128 723 90 246 66 299 477 432 209 153 126 101 180 56 85 85 74 223
internal_count=4073804 14389 7569 1605 5964 1500 138 83 1325 602 517 218 128 723 90 246 66 299 477 432 209 153 126 101 180 56 85 85 74 223
is_linear=0
shrinkage=0.1


Tree=3249
num_leaves=31
num_cat=0
split_feature=5 4 6 1 1 2 3 1 1 6 5 3 3 6 1 0 1 0 1 0 0 5 1 1 6 0 0 6 3 6
split_gain=6.10998e+11 3.15446e+12 1.13709e+13 6.75838e+12 6.24686e+12 5.38895e+12 3.76075e+12 4.22023e+12 7.67528e+12 1.46017e+12 1.25949e+12 6.24968e+12 1.27789e+13 8.79738e+12 7.06725e+12 8.56896e+12 1.49772e+13 1.08449e+13 7.88811e+12 6.51573e+12 4.59778e+12 5.89962e+11 7.34452e+12 1.61716e+13 2.46052e+13 4.0102e+13 2.62468e+13 2.13066e+13 2.06517e+13 2.92947e+13
threshold=7.5000000000000009 7.5000000000000009 189.00000000000003 52.380799750000001 37.600779750000008 2911.0000000000005 4.5000000000000009 39.873894000000007 37.475446350000006 67.00500000000001 6.5000000000000009 9.5000000000000018 5.5000000000000009 189.00000000000003 44.628646350000004 55.79439725000001 38.066230450000006 44.249882500000005 30.362494150000003 53.244414800000008 59.933037250000005 4.5000000000000009 44.628646350000004 43.80299105000001 116.05000000000001 56.309668500000008 56.342669500000007 189.00000000000003 4.5000000000000009 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 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 4 6 -3 -6 7 8 -2 -7 21 12 14 -14 15 16 -12 -18 20 -16 -17 -1 23 -23 28 27 -27 -26 29 -25
right_child=1 2 -4 -5 5 9 -8 -9 -10 -11 11 -13 13 -15 19 18 17 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.045641389631339 29672.186396484376 -30196.831675502235 -60313.078098958336 -38144.294086914066 56055.90267333985 20104.863374023436 57486.142881944455 52752.4140625 -40119.314535757214 -18107.305726318358 95053.257589285728 -50566.237877155174 11775.956846217106 93713.694960937501 -83562.064011548922 29206.515639467591 52757.986640625008 -41111.588232421876 -64198.875764973964 -16452.981410256409 -26436.526183712122 -306.63279918948638 3043.6363430986039 25962.026591435188 -14241.739300847459 59234.037362753385 -30601.326171875 -114580.27964015152 -5023.9385424236925 -90180.277213541674
leaf_weight=4059415 40 28 30 20 32 20 27 22 26 20 21 29 38 20 23 27 20 32 30 39 33 6683 6656 27 59 111 46 33 86 111
leaf_count=4059415 40 28 30 20 32 20 27 22 26 20 21 29 38 20 23 27 20 32 30 39 33 6683 6656 27 59 111 46 33 86 111
internal_value=0 4801.57 -6316.64 15508 9882.29 25468.6 24838.8 14822 2178.56 998.779 -0.312363 -6353.66 -1823.05 40030.3 -12611.9 -1681.52 23776.8 -5007.91 -22331.1 -41348.3 -1397.16 0.174289 652.623 -1571.33 -19440.1 2192.39 32912.8 -50232.7 -43487 -67456.8
internal_weight=0 265 130 135 100 72 115 88 66 40 4.07354e+06 312 283 58 225 163 73 52 90 62 60 4.07323e+06 13812 7156 473 249 157 92 224 138
internal_count=4073804 265 130 135 100 72 115 88 66 40 4073539 312 283 58 225 163 73 52 90 62 60 4073227 13812 7156 473 249 157 92 224 138
is_linear=0
shrinkage=0.1


Tree=3250
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 3 3 1 4 0 5 3 4 4 0 3 6 1 0 1 3 1 1 3 3 4 6 4 1 1
split_gain=5.76842e+11 7.38574e+12 1.04619e+13 1.00296e+13 2.60901e+13 1.37126e+13 2.81041e+13 1.90241e+13 2.03701e+13 1.57818e+13 1.96649e+13 4.82319e+13 2.56641e+13 1.36334e+13 1.23471e+13 1.04454e+13 1.31113e+13 1.45607e+13 1.00955e+13 9.93413e+12 9.32643e+12 9.32606e+12 1.41651e+13 1.23975e+13 9.48692e+12 9.11379e+12 8.90799e+12 8.53161e+12 1.22572e+13 1.97131e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 38.948208550000011 3.5000000000000004 16.500000000000004 14.500000000000002 38.958307950000012 16.500000000000004 45.029425500000009 4.5000000000000009 6.5000000000000009 8.5000000000000018 2.5000000000000004 45.063245050000006 16.500000000000004 168.45000000000002 37.858952300000006 55.897267000000006 30.277905650000005 2.5000000000000004 37.924401400000008 37.858952300000006 23.500000000000004 11.500000000000002 9.5000000000000018 168.45000000000002 20.500000000000004 39.777866350000004 47.256487700000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 6 9 -8 -9 -6 11 20 -12 -5 -14 -2 18 -18 -17 -4 -11 22 23 26 -23 -22 -21 -3 -29 -30
right_child=1 27 19 4 5 -7 7 8 -10 10 12 -13 14 -15 -16 16 17 -19 -20 21 25 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.6628717523621583 3339.6062086378947 -2412.311298381911 -77027.412784090906 -1922.8309523809523 70057.549612704184 83502.235747466213 -97771.009033203125 73544.17076822916 -44747.816638513519 75483.283216145835 -22618.72934027778 -115940.87755208334 50766.806250000001 -117286.7371875 144738.36458333334 -10126.529362686822 39533.63482040778 -64542.090312499997 -95908.851803768383 -3835.9166886514695 48140.160282258068 -53261.222909007352 83037.764133522738 -68908.699869791672 -9484.5673601423005 -25829.699479166666 52820.193526785719 23726.59586366962 -48576.968760416668 4850.3700287705169
leaf_weight=4053505 4371 13608 22 21 88 37 28 24 37 30 27 30 29 20 27 23 41 20 34 134 31 68 22 24 182 36 35 303 75 872
leaf_count=4053505 4371 13608 22 21 88 37 28 24 37 30 27 30 29 20 27 23 41 20 34 134 31 68 22 24 182 36 35 303 75 872
internal_value=0 -531.749 2620.36 3995.19 17975.4 25341.2 19780.6 -29530.3 1793.29 34507.7 19610.5 -5127.97 57463.5 -58197.9 96074.5 2547.04 -26811.6 5410.45 -61294.9 -11365.2 29144.1 -8258.58 7012.63 -1653.44 -21391.8 8395.16 7897.6 -1686.05 6220.33 619.06
internal_weight=0 20299 5441 4954 465 424 387 89 61 298 210 127 83 41 56 4489 118 61 57 487 97 465 215 193 250 67 169 14858 1250 947
internal_count=4073804 20299 5441 4954 465 424 387 89 61 298 210 127 83 41 56 4489 118 61 57 487 97 465 215 193 250 67 169 14858 1250 947
is_linear=0
shrinkage=0.1


Tree=3251
num_leaves=31
num_cat=0
split_feature=4 0 1 2 0 0 6 7 6 0 0 0 3 6 6 1 6 6 0 3 3 0 1 6 6 1 1 0 6 6
split_gain=5.73206e+11 1.13242e+13 1.83841e+13 2.35604e+13 1.78077e+13 1.21458e+13 1.03618e+13 1.03605e+13 1.21802e+13 9.83425e+12 1.03106e+13 8.21515e+12 6.98891e+12 7.43916e+12 1.26756e+13 6.63025e+12 6.38019e+12 6.27167e+12 6.70142e+12 5.69646e+12 5.41909e+12 1.67538e+13 2.30562e+13 1.18041e+13 2.76983e+13 1.74888e+13 1.7332e+13 1.53952e+13 1.25973e+13 9.60265e+12
threshold=32.500000000000007 55.568628050000008 37.543519500000009 2343.5000000000005 55.633951400000008 55.660117850000006 77.010000000000005 6.0000000000000009 69.015000000000015 54.762682300000009 54.73499850000001 55.554045200000012 6.5000000000000009 114.05000000000001 91.02500000000002 60.636764050000004 88.825000000000003 92.02500000000002 55.554045200000012 18.500000000000004 5.5000000000000009 55.883833400000007 37.631035900000008 66.990000000000023 57.995000000000012 37.563506350000004 37.46219940000001 55.840017500000009 51.015000000000008 41.705000000000005
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 11 7 -3 -6 9 8 -4 10 -5 12 -2 14 -14 20 19 18 -9 -8 21 22 23 24 28 -26 -25 -27 -7 -24
right_child=1 4 3 6 5 15 16 17 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 29 26 25 27 -28 -29 -30 -31
leaf_value=2.4705261560330314 17934.612921849301 -44169.858698453609 -19438.325796750993 -19758.070608239141 35646.10039281952 -9439.9799766088199 17099.310928622159 66637.235559082037 68501.621261160719 -82721.625 45714.39745420259 -57559.971625000006 1434.1424446126748 38697.974178258381 -26224.65616785923 56138.376113281251 -1206.660451388889 4941.052743902439 35697.66497186249 89913.475009300601 -2216.8265095875822 -9189.3464723645811 4900.1675765749014 100102.98200406162 -23843.510789489748 -162406.01189920178 4933.5727957589288 -45395.688370028416 38763.835438780858 28604.558122951701
leaf_weight=4056209 190 97 63 141 89 253 22 108 21 20 29 25 734 41 214 20 45 41 199 21 13378 714 252 22 64 23 147 22 69 531
leaf_count=4056209 190 97 63 141 89 253 22 108 21 20 29 25 734 41 214 20 45 41 199 21 13378 714 252 22 64 23 147 22 69 531
internal_value=0 -569.535 6691.96 19454.4 -1455.86 -1190 -3253.72 34067.5 2546.66 -16392.6 -8589.24 -834.071 368.768 -3005.86 -4809.51 -1401.58 25114.4 41676 46581.9 52659.7 -1475.94 3250.61 9672.98 -5076.9 -13859.9 -57431.5 17322.5 -105201 889.409 20975.6
internal_weight=0 17595 1914 710 15681 15584 278 432 84 190 170 1204 1179 989 948 15495 88 348 307 43 15475 2097 1383 600 431 109 169 45 322 783
internal_count=4073804 17595 1914 710 15681 15584 278 432 84 190 170 1204 1179 989 948 15495 88 348 307 43 15475 2097 1383 600 431 109 169 45 322 783
is_linear=0
shrinkage=0.1


Tree=3252
num_leaves=31
num_cat=0
split_feature=0 1 4 1 2 0 1 4 6 4 5 4 5 6 1 4 6 6 4 0 6 1 6 4 5 6 1 4 7 5
split_gain=5.5719e+11 5.49995e+12 1.78926e+13 3.68617e+13 2.5263e+13 1.01252e+14 2.41673e+13 5.3101e+13 2.03275e+13 3.4863e+13 2.93814e+13 1.91156e+13 1.80603e+13 3.26337e+13 4.02913e+13 2.53268e+13 2.2092e+13 2.56744e+13 1.90737e+13 3.47551e+13 1.8599e+13 3.47477e+13 2.92428e+13 2.68813e+13 2.4493e+13 2.09168e+13 2.40165e+13 2.18491e+13 1.95294e+13 1.80443e+13
threshold=60.034792100000011 30.410676000000006 24.500000000000004 30.345769800000003 3338.0000000000005 60.064438250000002 30.389265100000003 3.5000000000000004 46.805000000000007 10.500000000000002 1.5000000000000002 15.500000000000002 2.5000000000000004 46.420000000000009 30.226173900000003 23.500000000000004 49.485000000000007 74.615000000000009 4.5000000000000009 60.064438250000002 67.00500000000001 30.303340300000002 56.805000000000007 15.500000000000002 1.5000000000000002 54.010000000000012 30.330566300000005 11.500000000000002 6.0000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 9 -5 -10 -9 13 -2 16 18 -15 -18 19 -16 22 -22 25 -23 -24 29 -27 -28 -26 -20
right_child=1 -3 -4 4 5 6 7 11 10 -11 -12 -13 -14 14 15 -17 17 -19 20 -21 21 23 24 -25 28 26 27 -29 -30 -31
leaf_value=6.30006506193509 1390.8136484052991 332.05075661391817 1541.3937429101438 3340.8175458776332 42473.55663768627 -80162.503579606695 136437.09471807067 -7150.2216760798638 -102259.4502072218 -21629.205046589006 -16966.277864178901 -43766.182527709367 4716.7982165346239 -19698.077979191115 122681.576 8320.6052668067186 5389.2253406774344 -29988.799903890347 -44795.549623958621 -5679.1875694444452 -62553.795465986143 -43513.700965844131 97636.365557065234 38489.566714242792 2466.2391084754959 -37032.348389921994 -169781.71918103448 -44775.99658564815 -29424.0874405414 -12352.32096339696
leaf_weight=3958919 10097 70485 16343 1549 432 58 23 479 41 875 2702 203 4853 506 25 382 2857 221 226 135 265 82 23 78 659 249 29 27 271 710
leaf_count=3958919 10097 70485 16343 1549 432 58 23 479 41 875 2702 203 4853 506 25 382 2857 221 226 135 265 82 23 78 659 249 29 27 271 710
internal_value=0 -217.099 -1088.87 -2620.99 -9314.43 3788.88 -18113.8 -13009.1 -12344.9 -5672.7 -18241.2 -18049.1 -658.152 -2206.94 -7592.63 -15822.4 -334.19 2849.09 -19141.1 14377.2 -21188.8 -40335.7 -17479.8 -3537.11 -4305.39 -27596.8 -50339.9 -109511 -6826.53 -20185.8
internal_weight=0 114885 44400 28057 6362 1195 763 705 5167 2424 2743 682 21695 16842 6745 3161 3584 3078 2779 160 2619 425 2194 160 953 1241 305 56 930 936
internal_count=4073804 114885 44400 28057 6362 1195 763 705 5167 2424 2743 682 21695 16842 6745 3161 3584 3078 2779 160 2619 425 2194 160 953 1241 305 56 930 936
is_linear=0
shrinkage=0.1


Tree=3253
num_leaves=31
num_cat=0
split_feature=6 3 6 4 0 6 5 5 1 0 0 0 7 1 0 1 4 1 0 4 1 1 3 0 6 0 6 0 1 3
split_gain=5.48901e+11 6.49545e+12 6.63086e+12 8.26904e+12 1.12888e+13 1.07842e+13 1.00256e+13 9.5962e+12 1.95347e+13 2.43202e+13 8.65121e+12 7.69665e+12 1.56625e+13 2.16123e+13 3.85593e+13 1.61284e+13 2.46627e+13 4.24004e+13 7.37388e+13 2.18672e+13 1.392e+13 1.35295e+13 1.20291e+13 2.17271e+13 1.87685e+13 2.75093e+13 1.67865e+13 1.14722e+13 1.35804e+13 1.05007e+13
threshold=31.410000000000004 1.5000000000000002 30.985000000000003 8.5000000000000018 55.462387050000011 25.305000000000003 4.5000000000000009 3.5000000000000004 61.511492200000006 47.319699650000011 44.895258050000002 55.791814000000009 6.0000000000000009 38.109452700000006 55.753967500000009 37.563506350000004 12.500000000000002 37.517483500000004 55.660117850000006 14.500000000000002 38.430814800000007 36.593086150000012 5.5000000000000009 55.743464250000009 29.715000000000003 55.710673100000008 24.030000000000005 55.633951400000008 37.517483500000004 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 7 11 -5 9 -9 -7 12 15 21 -15 16 22 19 -19 -18 -16 -14 23 27 26 -26 -24 28 -6 -29
right_child=-2 2 -4 4 6 10 -8 8 -10 -11 -12 -13 13 14 20 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-1140.3218254890862 10.16588614494996 984.75472802224601 -904.54227551055726 472.7512458823204 4669.1825267650465 -9159.4070702557165 -62583.981499999994 18025.121717026657 -36006.951081730767 156996.750859375 -2261.433083125346 16.344489286629482 77112.101633522732 -3545.3878113780593 92824.627357219826 4810.1098538510905 102519.9241595644 -9006.0239182692312 217719.42707519533 17516.787696516483 36256.077325299142 -1435.7582304838916 -54636.410324622848 86192.030448190795 -1884.2953325320514 -128089.06024445566 35474.059038628475 -68873.600894657255 99441.088039434529 3009.0123609639832
leaf_weight=52406 3783601 100388 52332 13739 54 1967 25 34 26 20 24029 34138 22 309 58 2942 33 26 32 365 174 6764 29 38 39 31 72 31 21 59
leaf_count=52406 3783601 100388 52332 13739 54 1967 25 34 26 20 24029 34138 22 309 58 2942 33 26 32 365 174 6764 29 38 39 31 72 31 21 59
internal_value=0 -132.541 89.5556 370.057 -355.266 -1583.44 725.107 673.836 35207.6 69496.1 -2783.37 760.094 3047.7 352.376 19587.5 8283.29 20594.2 36205.4 116084 24564.8 50398.2 -1181.11 1560.36 18020.4 -17980 -57775 9600.76 2320.3 31205.3 -21750.6
internal_weight=0 290203 237797 185465 85077 39815 45262 13819 80 54 25996 45237 11099 7327 541 3772 830 456 58 398 232 6786 374 203 171 70 101 165 75 90
internal_count=4073804 290203 237797 185465 85077 39815 45262 13819 80 54 25996 45237 11099 7327 541 3772 830 456 58 398 232 6786 374 203 171 70 101 165 75 90
is_linear=0
shrinkage=0.1


Tree=3254
num_leaves=31
num_cat=0
split_feature=6 1 0 5 0 0 4 1 1 0 4 6 6 3 3 1 4 7 4 0 0 0 1 7 0 1 3 4 4 4
split_gain=5.94292e+11 3.55556e+12 6.20715e+12 7.47681e+12 7.12929e+12 8.72477e+12 1.38222e+13 8.04814e+12 6.62845e+12 8.22893e+12 1.18073e+13 1.11332e+13 6.44442e+12 7.35763e+12 1.24681e+13 5.80741e+12 8.55643e+12 5.61107e+12 5.5409e+12 5.51146e+12 4.96413e+12 6.6934e+12 4.89548e+12 6.40766e+12 1.72459e+13 1.81319e+13 2.16194e+13 9.10898e+12 8.21012e+12 8.17274e+12
threshold=21.020000000000003 37.978059650000013 55.633951400000008 1.5000000000000002 55.749683450000006 55.728148450000006 6.5000000000000009 37.401708450000008 37.740454950000007 55.710673100000008 15.500000000000002 15.450000000000001 19.050000000000004 2.5000000000000004 12.500000000000002 38.893394150000006 12.500000000000002 6.0000000000000009 11.500000000000002 55.622114900000007 55.743464250000009 55.568628050000008 37.740454950000007 6.0000000000000009 55.783232450000007 37.682335600000009 2.5000000000000004 5.5000000000000009 19.500000000000004 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 19 5 8 -7 -8 9 10 11 -4 13 -12 -15 16 17 -3 -10 -1 21 -18 23 24 25 26 27 -6 29 -25
right_child=-2 15 4 -5 22 6 7 -9 18 -11 12 -13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=2470.617062079632 3.4627277520806423 8532.5004312069996 -73850.3056640625 -15054.325654256689 3900.9334810697119 43899.086542968755 6798.3359980265304 -57387.953799525676 -54689.408850097658 40214.211136245729 -9738.585587565105 -11135.320432260874 1616.2491460941765 119187.90921875002 7527.0913281250005 -183.5659232249057 -52152.857128906253 45546.95022142987 -12135.922532144637 29535.302901165305 -65332.568252840909 23591.473883928571 9933.8519955552274 5383.502326654133 -5116.8810935765669 23981.043344350965 -156324.20809659091 -78297.994412667409 -4511.163696103441 38357.861613498266
leaf_weight=2128 4040593 861 35 243 26 20 24 105 32 48 21 148 229 20 20 25360 20 43 699 78 22 28 311 456 1098 26 22 28 970 90
leaf_count=2128 4040593 861 35 243 26 20 24 105 32 48 21 148 229 20 20 25360 20 43 699 78 22 28 311 456 1098 26 22 28 970 90
internal_value=0 -421.29 -2446.04 1593.72 -4680.32 -10578.3 -33453.6 -45446.3 -7855.96 762.773 -3240.76 -23130 9310.04 38193.3 63357.5 107.464 7685 10293.1 -13998.7 3427.57 -25997.3 -7968.66 -1950.51 -3311.35 -8770.73 -48103.4 -72763.8 -38720.7 1010.06 10818.8
internal_weight=0 33211 6877 2449 4428 1401 149 129 1252 521 473 183 290 61 40 26334 974 904 731 2206 70 48 3027 2716 1200 102 76 54 1516 546
internal_count=4073804 33211 6877 2449 4428 1401 149 129 1252 521 473 183 290 61 40 26334 974 904 731 2206 70 48 3027 2716 1200 102 76 54 1516 546
is_linear=0
shrinkage=0.1


Tree=3255
num_leaves=31
num_cat=0
split_feature=0 5 6 4 0 3 0 6 4 4 3 6 6 1 0 6 0 5 3 0 5 1 1 3 6 4 1 6 1 6
split_gain=5.5364e+11 5.28105e+12 3.73517e+13 3.96267e+13 3.77578e+13 2.80221e+13 2.68295e+13 3.67932e+13 2.48291e+13 3.35978e+13 3.3202e+13 3.11124e+13 2.8996e+13 3.83548e+13 4.9023e+13 3.72078e+13 3.52575e+13 3.30858e+13 3.25306e+13 3.11749e+13 3.04266e+13 3.25894e+13 3.00371e+13 3.39311e+13 2.83145e+13 2.81228e+13 3.62593e+13 4.57912e+13 5.95065e+13 3.41431e+13
threshold=45.109778000000006 2.5000000000000004 69.605000000000004 6.5000000000000009 45.090603300000005 10.500000000000002 43.6005307 61.805000000000007 4.5000000000000009 14.500000000000002 1.5000000000000002 106.49500000000002 75.010000000000005 38.948208550000011 45.047736150000013 84.810000000000016 45.090603300000005 3.5000000000000004 2.5000000000000004 43.6005307 3.5000000000000004 39.008519500000006 39.01296365000001 5.5000000000000009 99.050000000000011 13.500000000000002 38.965413050000002 106.49500000000002 44.628646350000004 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 -5 7 -7 11 12 -11 -4 19 14 15 17 25 -14 -16 -10 21 -18 23 -22 -20 -15 -27 -28 29 -29
right_child=-2 2 8 4 -6 6 -8 -9 9 10 -12 -13 13 16 18 -17 20 -19 24 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-64.439006894530209 -14.549720391986043 1067.8867976154386 8453.6671560501436 5486.8992277537609 34235.849081034386 144443.45976562501 17834.572119353437 22821.293983734635 1580.5299009216565 23192.78603778845 991.02148468493897 -5891.1789731414756 -24702.229114581674 589.77734927896893 9799.0432018560223 1915.9183426751033 -7893.0734712577168 7463.7704990342509 -25713.915363373915 -10564.450978616933 175698.24708614865 59457.989468443629 1298.4152071220931 47675.077536205536 -67208.31592051631 -62217.417171336216 -22203.200182985627 149602.28682725696 -30084.255455163046 39735.192307350859
leaf_weight=436089 3524755 24708 5866 10363 529 42 717 61 2864 691 26718 2037 1256 22884 177 3132 243 429 577 8066 37 102 43 47 230 145 713 36 115 132
leaf_count=436089 3524755 24708 5866 10363 529 42 717 61 2864 691 26718 2037 1256 22884 177 3132 243 429 577 8066 37 102 43 47 230 145 713 36 115 132
internal_value=0 93.4055 702.774 3338.91 8129.92 6895.01 24690.4 72414.8 -551.576 -1162.73 1550.74 4756.28 -2966.69 -1373.84 -8685.36 -4530.49 357.562 -16512.8 -29024.8 -7382.09 27423.9 12019.4 69270.8 104066 -37540.1 -174.19 -15496.4 -8694.62 25339.4 63278.1
internal_weight=0 549049 112960 36420 11712 11183 820 103 76540 68637 27409 7903 41228 30298 5801 4817 24497 1685 984 10930 472 345 127 84 807 24025 1141 996 283 168
internal_count=4073804 549049 112960 36420 11712 11183 820 103 76540 68637 27409 7903 41228 30298 5801 4817 24497 1685 984 10930 472 345 127 84 807 24025 1141 996 283 168
is_linear=0
shrinkage=0.1


Tree=3256
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 0 7 6 6 4 6 0 4 4 6 6 4 6 4 0 1 4 6 5 5 6 3 3 4
split_gain=5.5179e+11 1.3883e+13 4.77414e+13 6.60973e+13 6.60055e+13 6.01821e+13 3.66755e+13 6.98213e+13 1.53214e+14 5.93969e+13 4.63951e+13 3.49521e+13 3.3708e+13 3.30862e+13 3.93236e+13 3.44152e+13 3.26359e+13 3.2521e+13 3.11784e+13 3.00174e+13 3.69375e+13 3.58183e+13 4.68502e+13 4.05543e+13 2.98732e+13 2.96237e+13 6.1731e+13 3.14104e+13 2.87558e+13 2.84584e+13
threshold=56.83050475000001 56.850115550000005 60.590708550000009 60.549354600000008 17.500000000000004 60.605526900000008 56.838524800000009 6.0000000000000009 51.405000000000008 50.010000000000012 5.5000000000000009 95.045000000000016 56.838524800000009 8.5000000000000018 9.5000000000000018 112.00500000000001 45.005000000000003 29.500000000000004 138.05000000000004 4.5000000000000009 56.838524800000009 60.571186450000006 16.500000000000004 95.045000000000016 3.5000000000000004 2.5000000000000004 78.010000000000005 4.5000000000000009 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 3 -2 16 6 -4 8 9 -8 -10 17 -6 -12 -15 -16 -5 25 -13 -18 -21 23 -23 -22 -7 26 -9 -28 -17 -26
right_child=1 -3 5 4 12 24 7 11 10 -11 13 18 -14 14 15 28 19 -19 -20 20 21 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-18.286697716298622 2317.5502988205621 -7.9156007646163182 -17202.410355876149 -2032.5343877640757 74646.910827775966 4135.5045355438697 -7469.7211557686605 -11113.621633635476 1482.5098286689083 -128690.13737109376 205817.88210227274 -77681.873039754239 28201.180333933644 2867.2645880681821 71370.046966757553 205889.55318859013 -30117.282101493969 25140.974063387785 57178.891875000001 35430.9780790886 -9014.7953818813603 30258.027083430796 -69465.499106069721 -128075.40492424244 20782.296115822988 -42692.928989433523 -7352.8052734375005 133771.38413722828 63128.895052083339 -29423.909700150092
leaf_weight=3267182 9648 776305 3049 1082 263 10684 211 1251 79 50 22 120 385 55 149 43 114 275 20 1017 215 501 52 33 146 264 24 46 21 498
leaf_count=3267182 9648 776305 3049 1082 263 10684 211 1251 79 50 22 120 385 55 149 43 114 275 20 1017 215 501 52 33 146 264 24 46 21 498
internal_value=0 74.0693 2173.4 6659.09 18097.4 -1337.19 -9738.76 -1086.03 27944.9 -30692 69419.8 -10230.8 47051.8 87926.9 78249.2 97714.1 11872.3 -6603.92 -58416 19659.6 22780.9 6719.6 20880.8 -24857.5 2874.72 -12111.7 -6000.09 85385.9 159046 -18041.8
internal_weight=0 806622 30317 13310 3662 17007 5679 2630 630 261 369 2000 648 290 268 213 3014 1860 140 1932 1818 801 553 248 11328 1585 1321 70 64 644
internal_count=4073804 806622 30317 13310 3662 17007 5679 2630 630 261 369 2000 648 290 268 213 3014 1860 140 1932 1818 801 553 248 11328 1585 1321 70 64 644
is_linear=0
shrinkage=0.1


Tree=3257
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 0 1 1 5 1 3 3 7 0 0 1 1 4 3 2 1 0 4 1 1 4 4 7 3
split_gain=5.84934e+11 3.20251e+12 1.95168e+13 2.97642e+13 3.00736e+13 2.49364e+13 2.37747e+13 2.33565e+13 3.40796e+13 1.9296e+13 2.7572e+13 1.86927e+13 4.29552e+13 2.15698e+13 1.7426e+13 1.85526e+13 1.67927e+13 2.11417e+13 3.43498e+13 2.20696e+13 2.33053e+13 1.7842e+13 2.60254e+13 4.6294e+13 2.86176e+13 1.53254e+13 1.52189e+13 1.49496e+13 2.0126e+13 2.81903e+13
threshold=87.395000000000024 86.030000000000015 30.452677500000004 82.886781200000016 82.648284550000014 30.370944000000005 54.973017600000006 82.941727000000014 82.956351500000011 2.5000000000000004 30.425503950000003 3.5000000000000004 8.5000000000000018 6.0000000000000009 54.988402950000008 55.039488700000007 39.044653900000007 39.939672500000007 8.5000000000000018 4.5000000000000009 2828.5000000000005 39.908802000000009 44.990874950000006 18.500000000000004 39.718675700000013 30.330566300000005 16.500000000000004 9.5000000000000018 6.0000000000000009 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 16 25 -6 11 -9 10 -7 14 13 -13 -5 -16 -4 18 19 -18 -21 22 23 24 -20 -3 -17 -11 29 -29
right_child=-2 2 3 7 6 9 -8 8 -10 27 -12 12 -14 -15 15 26 17 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0236388474253038 -151.14708348969205 -8258.5190931026027 1306.5220758213654 31245.899799804687 151653.85825892858 -32826.438986385569 35003.492716627858 45118.149374768866 129.0341415495952 -58132.051774902342 -161025.69137500002 65396.892823293587 -30144.023342497458 -7172.5402180989586 -110657.23798113568 -51077.991132812502 37852.096261407634 6252.8999462571219 -17656.921136659566 58645.556792534728 191202.91145833334 87364.797551858836 15416.516353231722 65653.114008620687 -146580.76417643231 10763.487168350883 21035.093911990607 50792.168901422054 -30862.407007525602 -59937.741431451614
leaf_weight=3772944 240899 1608 5362 30 21 51 104 169 45602 80 25 95 276 72 41 140 226 4395 33 36 21 29 571 29 36 575 37 89 177 31
leaf_count=3772944 240899 1608 5362 30 21 51 104 169 45602 80 25 95 276 72 41 140 226 4395 33 36 21 29 571 29 36 575 37 89 177 31
internal_value=0 9.49963 734.582 1121.46 5833.93 -7678.78 54600.8 19.6617 295.147 -29030 -74997.2 -18228.2 -5922.05 34109.5 -40210.4 -50043.9 5266.24 9215.65 22489.1 51876.6 107482 10574.2 7245.42 -40363.7 -84921.5 -3248.14 -36003.5 -19763.3 -9428.33 22186.9
internal_weight=0 3.8329e+06 59961 57325 10863 2636 125 46462 45771 453 76 691 443 167 248 218 10738 5376 981 283 57 698 669 98 69 2183 177 377 297 120
internal_count=4073804 3832905 59961 57325 10863 2636 125 46462 45771 453 76 691 443 167 248 218 10738 5376 981 283 57 698 669 98 69 2183 177 377 297 120
is_linear=0
shrinkage=0.1


Tree=3258
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 4 6 0 3 6 7 0 0 6 3 0 0 0 0 5 6 0 0 2 0 6 6 6 3 5
split_gain=5.60874e+11 9.0196e+12 1.46995e+13 1.41353e+13 1.37766e+13 1.17524e+13 1.95914e+13 3.15592e+13 2.41462e+13 1.49176e+13 1.27185e+13 1.51792e+13 1.46754e+13 1.25433e+13 1.22749e+13 1.29807e+13 1.84316e+13 4.75296e+13 4.6539e+13 1.3715e+13 2.62542e+13 2.57719e+13 1.69418e+13 2.4825e+13 1.96292e+13 1.4974e+13 1.32651e+13 2.17307e+13 1.31335e+13 1.55473e+13
threshold=37.804148700000006 37.843405600000004 45.055912800000009 4.5000000000000009 1.5000000000000002 15.500000000000002 81.02500000000002 55.390026600000006 9.5000000000000018 89.00500000000001 6.0000000000000009 55.743464250000009 55.554045200000012 96.050000000000011 13.500000000000002 55.81943720000001 55.783232450000007 55.759969450000007 55.749683450000006 2.5000000000000004 59.815000000000005 55.390026600000006 55.568628050000008 5062.5000000000009 55.685785750000008 57.005000000000003 60.005000000000003 75.010000000000005 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 -2 4 -4 6 14 -8 9 -9 -7 12 -12 -11 15 16 17 18 19 20 25 -22 23 -21 -24 -6 -18 -28 29 -19
right_child=1 -3 3 -5 5 10 7 8 -10 13 11 -13 -14 -15 -16 -17 26 28 -20 22 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=64.83232520176233 -40367.508056157181 -8.5208400964398674 5812.9965843860773 -84094.375948660716 -239.20585725463917 -4828.4306908641211 -21112.448768804883 51754.853294372559 122086.6056640625 -44091.107371794875 -47391.540610351571 -36211.09759793189 -703.97876436121328 28999.412665519067 -46853.803163422133 -7597.5488517398699 7800.6749097251222 -5621.6871133037002 28057.291026934297 33063.897833754592 -28432.994312032064 55173.273180768476 -91509.594878054893 -9520.374056498933 -18230.469008964945 -66006.319765624998 58183.381243146934 -52515.172042410719 -48578.467397768865 -56756.922463474031
leaf_weight=1005148 101 3051869 1988 21 3185 3266 121 128 32 39 80 310 425 59 61 2841 1132 261 566 170 48 159 39 703 583 35 114 21 222 77
leaf_count=1005148 101 3051869 1988 21 3185 3266 121 128 32 39 80 310 425 59 61 2841 1132 261 566 170 48 159 39 703 583 35 114 21 222 77
internal_value=0 -21.236 -2332.85 -2102.63 -1999.31 -3057.49 -1301.35 21024.3 40786.1 29274.5 -7617.15 -18792.6 -8100.03 -87.631 -2129.52 -1860.89 367.107 -1930.4 901.404 -2221.36 1265.15 35786.3 -10213.5 -1227.9 -22825.1 -954.066 11334.2 40963.6 -29682.1 -17270.8
internal_weight=0 3.06866e+06 16787 16686 16665 14677 10596 379 258 226 4081 815 505 98 10217 10156 7315 6048 5488 4922 3427 207 1495 873 622 3220 1267 135 560 338
internal_count=4073804 3068656 16787 16686 16665 14677 10596 379 258 226 4081 815 505 98 10217 10156 7315 6048 5488 4922 3427 207 1495 873 622 3220 1267 135 560 338
is_linear=0
shrinkage=0.1


Tree=3259
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 4 6 1 0 5 0 1 1 4 6 4 4 0 1 1 6 0 1 1 0 0 4 1 1 0
split_gain=5.50127e+11 6.30754e+12 8.17585e+12 3.15103e+13 3.45162e+13 2.4847e+13 5.04105e+13 4.89283e+13 3.45432e+13 5.28196e+13 3.83196e+13 3.66997e+13 3.67051e+13 3.37374e+13 3.34451e+13 4.53442e+13 6.22834e+13 6.5896e+13 3.67124e+13 4.07065e+13 3.22475e+13 5.72733e+13 1.40828e+14 8.96066e+13 6.89836e+13 6.71008e+13 3.84614e+13 3.11988e+13 4.46539e+13 3.05515e+13
threshold=59.505000000000003 58.305000000000007 36.000000000000007 37.343102500000008 37.331232350000008 21.500000000000004 58.605000000000011 37.488790500000007 55.737027400000009 2.5000000000000004 55.667390500000003 37.755233900000007 37.804148700000006 22.500000000000004 58.755000000000003 23.500000000000004 24.500000000000004 55.753967500000009 37.682335600000009 37.517483500000004 58.995000000000012 55.775215600000003 37.631035900000008 37.534144550000008 55.801384500000005 55.81943720000001 14.500000000000002 37.702956500000006 37.682335600000009 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 20 -5 27 -13 29 -8 -16 17 -17 19 -18 -10 22 23 -22 -23 -26 -25 28 -12 -9
right_child=-2 2 -4 5 -6 6 14 13 9 -11 11 12 -14 -15 15 16 18 -19 -20 -21 21 24 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-4.9660637304258488 -54.023200042180534 21773.490286287008 557.73963667205953 9101.4165973436175 120065.03850319603 -43893.187958800117 -53115.054473039221 -61509.458791013625 56297.246882883708 -3778.7934007988606 -27134.547899472233 68435.396839943918 -9849.1171993758326 49487.028028987006 22879.282767277648 -10870.962984664353 -13681.135727150349 -164377.8328461746 -25510.296355791608 60513.111831132199 16922.766947115386 94746.390501493574 86996.667453125003 -315103.81517857144 -51652.875520833331 45015.831390947169 -131529.62565625002 -71161.492269395269 117137.99320652173 24486.293829345705
leaf_weight=2678924 1288684 190 99747 1629 44 106 204 61 384 610 319 78 258 338 325 54 179 58 611 126 26 136 50 21 114 194 25 158 23 128
leaf_count=2678924 1288684 190 99747 1629 44 106 204 61 384 610 319 78 258 338 325 54 179 58 611 126 26 136 50 21 114 194 25 158 23 128
internal_value=0 24.9967 780.844 4231.62 40255.7 2875.28 -5696.62 18098.1 7539.25 19184.4 169.507 -17234.9 8324.07 30567 -15370.4 -9679.41 -19972.8 -90365.6 -11365.8 16969.6 33929.2 18753.6 -41931.1 -131464 35428.3 9235.86 -215335 -34410.5 -17432 -3268.95
internal_weight=0 2.78512e+06 106196 6449 234 6215 2190 633 4025 1560 2465 836 336 527 1557 1353 1028 112 916 305 950 566 122 72 444 308 46 500 342 189
internal_count=4073804 2785120 106196 6449 234 6215 2190 633 4025 1560 2465 836 336 527 1557 1353 1028 112 916 305 950 566 122 72 444 308 46 500 342 189
is_linear=0
shrinkage=0.1


Tree=3260
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 6 4 4 4 6 6 4 4 5 1 6 1 7 4 1 6 0 5 6 6 1 4 0
split_gain=5.60905e+11 4.50348e+12 1.16349e+13 1.50465e+13 1.30054e+13 1.94409e+13 3.10673e+13 2.72585e+13 2.30802e+13 1.95306e+13 2.7717e+13 4.10502e+13 2.81782e+13 4.38891e+13 3.51344e+13 3.52013e+13 4.37051e+13 2.60215e+13 3.71817e+13 2.51477e+13 2.26426e+13 3.49049e+13 3.37776e+13 3.6531e+13 2.19583e+13 2.07695e+13 1.72837e+13 1.66285e+13 7.34068e+13 4.07323e+13
threshold=54.94110555000001 54.86311005000001 37.401708450000008 30.705000000000002 53.252814850000007 82.958608050000009 82.975438000000011 60.605000000000011 13.500000000000002 8.5000000000000018 5.5000000000000009 63.415000000000006 114.05000000000001 6.5000000000000009 7.5000000000000009 2.5000000000000004 82.991167100000027 168.45000000000002 82.991167100000027 6.0000000000000009 9.5000000000000018 82.991167100000027 66.010000000000005 54.916864950000011 4.5000000000000009 66.990000000000023 92.02500000000002 83.050033500000012 10.500000000000002 54.932051950000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 11 -8 13 -12 15 -15 26 18 19 -13 21 -11 -23 -24 -25 -16 -17 -22 -29 -30
right_child=-2 2 3 4 5 6 9 8 -10 20 12 17 -14 14 25 16 -18 -19 -20 -21 27 22 23 24 -26 -27 -28 28 29 -31
leaf_value=18.344796614606285 -25.419138628582147 -5306.0372529482811 -3826.8198864629521 5248.977865046495 604.01902926623256 22094.585961596997 -5009.8720491563954 -6327.1386077632751 -30320.135198757991 -9278.1047624508192 -60356.184602107562 35083.921905548043 -65795.54364837399 -8740.4834082626712 -12986.178975236526 70893.310565476189 145759.53985172193 96130.975742187511 -16866.765542026333 -7616.5424986088083 6085.1627799310227 11181.221056887769 85821.968760681164 31051.35217536362 -58533.826875000006 -123847.47238281251 -57405.830654761907 -30226.745179603124 23214.689794867863 -8678.8175199045345
leaf_weight=1254637 2772653 2736 4866 9677 10995 847 3700 2460 479 693 129 601 123 82 109 21 49 40 286 179 2860 2683 128 311 30 20 21 787 791 811
leaf_count=1254637 2772653 2736 4866 9677 10995 847 3700 2460 479 693 129 601 123 82 109 21 49 40 286 179 2860 2683 128 311 30 20 21 787 791 811
internal_value=0 54.1662 1020.39 1415.77 2071.37 1019.55 3480.4 -1682.71 -10237.5 2389.61 -2398.44 43.049 -23578.5 -11530.5 9325.47 38778.8 81598.4 16947 13975.8 25284.7 5211.69 11041.8 15509.3 40269 23170 -30174 6743.74 941.02 -5217.31 7068.85
internal_weight=0 1.30115e+06 46514 43778 38912 29235 15301 13934 2939 14454 5360 4806 554 431 302 173 91 1106 1066 780 9094 3845 3152 469 341 129 42 5249 2389 1602
internal_count=4073804 1301151 46514 43778 38912 29235 15301 13934 2939 14454 5360 4806 554 431 302 173 91 1106 1066 780 9094 3845 3152 469 341 129 42 5249 2389 1602
is_linear=0
shrinkage=0.1


Tree=3261
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 1 7 6 5 0 5 0 4 6 6 1 0 0 6 5 1 1 6 6 6 6 6 1 6 7
split_gain=5.46229e+11 9.21459e+12 1.0983e+13 1.8701e+13 4.38072e+13 7.76451e+13 5.3345e+13 4.30973e+13 2.89925e+13 3.27679e+13 2.41687e+13 2.07493e+13 3.20028e+13 2.05214e+13 2.51626e+13 2.34429e+13 1.47954e+13 1.66824e+13 1.50716e+13 1.45934e+13 1.5848e+13 2.28678e+13 1.41201e+13 1.39065e+13 4.60777e+13 1.37046e+13 1.55431e+13 1.2847e+13 1.27262e+13 1.20508e+13
threshold=32.500000000000007 55.676890650000011 55.806294650000005 34.500000000000007 37.682335600000009 37.543519500000009 6.0000000000000009 38.995000000000012 2.5000000000000004 55.721784200000009 1.5000000000000002 55.696737300000009 33.500000000000007 41.505000000000003 52.015000000000008 37.740454950000007 55.79439725000001 55.743464250000009 75.605000000000004 3.5000000000000004 37.780517050000007 37.768783500000005 80.030000000000015 57.715000000000011 58.755000000000003 40.015000000000008 48.410000000000004 37.401708450000008 51.405000000000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -10 29 -9 -13 15 -15 -6 17 18 -12 20 21 22 -11 -16 -25 -5 -27 -19 -28 -3
right_child=1 2 -4 25 8 6 7 11 9 19 16 12 -14 14 23 -17 -18 27 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=2.4116888674319052 3353.6863350815129 -977.23526389382096 357.3938473817152 -18523.072568241241 37617.425284016928 58613.855029296879 3236.0744663783485 -62013.921909383142 59029.579373094515 -1279.2423564189191 -40677.777772352434 -136515.52622596154 -6098.923295454546 35207.341784474207 -19461.556871067238 -16833.216681958271 -41205.515640943879 -671.40923507462685 32600.544102411684 40553.750813802086 16317.167400568183 -74759.90899920887 -64845.916681985291 122925.00073529413 3219.989106470015 27455.580338097272 -36119.383474915288 52827.094041532633 4611.7536234859426 -47257.939596948869
leaf_weight=4056209 4490 88 8162 248 90 32 56 120 41 111 72 130 22 315 221 651 49 67 46 24 44 158 51 34 593 293 83 136 1012 156
leaf_count=4056209 4490 88 8162 248 90 32 56 120 41 111 72 130 22 315 221 651 49 67 46 24 44 158 51 34 593 293 83 136 1012 156
internal_value=0 -555.972 -1895.49 -5615.5 -9941.75 -27754.6 -64627.8 -76651.4 -2505.1 -25990.1 -6135.15 -93098.8 -117639 2786.43 11073.3 -10219.8 9976.37 17789.2 -12111.7 -34974.1 -39954 -47691.3 -21291 2108.37 9711.17 3129.55 6998.32 35170 1524.37 -30566.5
internal_weight=0 17595 13105 4943 3307 974 360 328 2333 429 614 272 152 1904 1163 741 370 321 118 388 364 320 162 848 627 1636 1388 203 1095 244
internal_count=4073804 17595 13105 4943 3307 974 360 328 2333 429 614 272 152 1904 1163 741 370 321 118 388 364 320 162 848 627 1636 1388 203 1095 244
is_linear=0
shrinkage=0.1


Tree=3262
num_leaves=31
num_cat=0
split_feature=2 0 1 3 6 1 0 0 6 0 0 0 1 4 4 0 6 0 1 6 7 0 4 5 6 0 3 4 1 4
split_gain=5.42916e+11 5.17971e+12 1.74794e+13 3.28591e+13 2.58042e+13 3.60713e+13 2.75077e+13 1.21776e+14 3.91984e+13 3.34806e+13 3.92942e+13 3.79338e+13 2.80452e+13 2.36525e+13 2.30272e+13 3.15307e+13 3.02285e+13 2.30056e+13 2.48777e+13 3.68619e+13 2.23147e+13 5.33269e+13 6.55664e+13 3.31749e+13 8.03601e+13 4.61286e+13 3.34282e+13 4.9043e+13 6.45652e+13 2.73369e+13
threshold=6082.0000000000009 55.080855950000007 60.66055595000001 1.5000000000000002 43.205000000000005 82.968544750000021 56.83050475000001 56.791379400000004 70.50500000000001 56.986919400000012 57.205086850000008 56.904718250000009 60.770858000000011 9.5000000000000018 4.5000000000000009 56.838524800000009 79.710000000000022 55.102137100000007 82.971668900000012 75.605000000000004 6.0000000000000009 56.83050475000001 8.5000000000000018 1.5000000000000002 51.015000000000008 56.858606850000008 4.5000000000000009 21.500000000000004 60.605526900000008 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 20 -4 -5 6 7 12 13 11 -11 14 -6 -9 16 -16 -8 18 19 -7 29 22 -22 24 -23 26 -26 28 -28 -3
right_child=1 2 3 4 5 17 9 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=22.252154114969152 61.82198105095776 -251.94691795632886 2650.8704696936911 -293.6865749228802 3420.6813535498691 28185.212061504295 16720.682760641164 -12144.95893900086 -58453.794275968976 -25270.882608222579 1421.0319551765006 19394.930960353868 -6620.991711542948 -36642.161758921349 6526.4860678688283 -12535.977850126443 138304.33103693181 -176.04586520680104 4316.9662445068361 140505.38800899623 -6916.8256714990539 1656.3948917826253 9111.9411959041427 -4740.6013555642448 12669.543251255582 -3554.3487892617991 229236.90755739796 47762.79234784915 42962.168750000004 -10534.533919140347
leaf_weight=2970229 838823 137625 15089 31090 3235 255 290 827 412 994 1239 1245 19831 753 1724 1747 22 8719 512 33 3097 7122 14502 11440 56 98 49 81 30 2635
leaf_count=2970229 838823 137625 15089 31090 3235 255 290 827 412 994 1239 1245 19831 753 1724 1747 22 8719 512 33 3097 7122 14502 11440 56 98 49 81 30 2635
internal_value=0 -59.8908 -445.518 -1596.9 -2475.78 -4097.3 -5690.84 -7261.29 -30983.1 -271.162 -10460.6 4254.12 -5212.65 -23819.9 -728.786 -3067.9 25293.9 1313.08 17542.7 41055.2 127.892 2331.34 6291.26 -1360.68 3839.2 53348.5 79165.5 102439 158500 -445.121
internal_weight=0 1.10358e+06 264752 88017 72928 41838 32319 25058 1992 7261 2233 5028 23066 1580 3783 3471 312 9519 800 288 176735 36475 17599 18876 7436 314 216 160 79 140260
internal_count=4073804 1103575 264752 88017 72928 41838 32319 25058 1992 7261 2233 5028 23066 1580 3783 3471 312 9519 800 288 176735 36475 17599 18876 7436 314 216 160 79 140260
is_linear=0
shrinkage=0.1


Tree=3263
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 4 5 4 0 4 3 0 0 0 6 6 6 0 0 3 0 7 4 1 3 6 0 6 6 7
split_gain=6.05153e+11 4.68099e+12 3.41043e+13 9.79523e+13 8.46408e+13 1.11635e+14 8.82926e+13 8.11282e+13 1.308e+14 6.90241e+13 6.47224e+13 5.21161e+13 9.18018e+13 1.04192e+14 6.08267e+13 4.7289e+13 4.51455e+13 1.02765e+14 4.54223e+13 4.52535e+13 4.2735e+13 5.2142e+13 8.95924e+13 5.5377e+13 4.26226e+13 5.78138e+13 4.12294e+13 4.05206e+13 3.98505e+13 4.72244e+13
threshold=82.968544750000021 82.92647190000001 55.055052800000006 82.93515810000001 55.061158000000006 25.500000000000004 2.5000000000000004 11.500000000000002 55.046782850000007 24.500000000000004 22.500000000000004 55.014210500000011 55.034466500000008 55.026775150000006 74.015000000000015 80.720000000000013 84.810000000000016 55.014210500000011 55.018166200000003 4.5000000000000009 55.080855950000007 6.0000000000000009 18.500000000000004 82.95992385000001 6.5000000000000009 96.050000000000011 55.050541250000002 63.415000000000006 63.005000000000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 16 11 -4 15 -9 13 14 -13 -10 -3 19 -19 -18 21 27 23 -23 25 -16 -17 -6 -15 -30
right_child=-2 2 4 -5 20 -7 -8 8 10 -11 -12 12 -14 28 24 26 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-12.706117234137253 -93.48272133376058 -2111.6128829369022 4094.1281908571541 525.43545943588504 4537.1182821192806 71519.937621067002 -34718.825392802399 -29205.773175306065 47627.466689537658 -28865.172118280796 219347.361 38742.776414862208 1335.2276593090376 38558.499028369632 -44177.506841517861 52932.281099759617 8467.5480096726187 -106128.97860383066 17461.409125642123 180601.94225376676 -3431.041204646096 -56238.383310244855 1324.8309089071504 34543.802997139173 -62917.688547501471 94268.785465801891 226352.37287176726 21352.590162275043 61433.864889870551 139842.92740162037
leaf_weight=3282281 591866 3743 1974 155654 7912 146 1794 261 621 937 25 254 1593 396 70 26 21 31 730 56 18413 485 2072 78 159 53 29 1750 266 108
leaf_count=3282281 591866 3743 1974 155654 7912 146 1794 261 621 937 25 254 1593 396 70 26 21 31 730 56 18413 485 2072 78 159 53 29 1750 266 108
internal_value=0 15.8904 486.005 1094.42 -2321.52 -14596.7 -17269 11585.4 22263.5 -6514.89 61342.1 13594.5 17447.8 37101.2 3247.34 55498.7 2585.59 23566.1 12426.8 133656 -382.52 4182.2 -8286.96 -43661.1 -28723.7 15478.2 144372 7582.77 60667 84076.1
internal_weight=0 3.48194e+06 199657 164096 35561 4851 4705 8442 3861 2911 701 3160 2899 1306 536 676 4581 838 761 77 30710 12297 2635 563 282 123 55 9662 770 374
internal_count=4073804 3481938 199657 164096 35561 4851 4705 8442 3861 2911 701 3160 2899 1306 536 676 4581 838 761 77 30710 12297 2635 563 282 123 55 9662 770 374
is_linear=0
shrinkage=0.1


Tree=3264
num_leaves=31
num_cat=0
split_feature=4 3 3 0 6 6 6 0 5 6 1 0 1 6 7 3 4 1 6 1 6 6 6 1 6 6 0 6 6 0
split_gain=7.02786e+11 3.78809e+12 1.39234e+13 1.31424e+13 2.08605e+13 2.8441e+13 2.32946e+13 3.57219e+13 4.70525e+13 2.28706e+13 2.44769e+13 2.21861e+13 1.93871e+13 2.08892e+13 1.92705e+13 1.99766e+13 2.314e+13 4.25851e+13 3.47723e+13 2.05151e+13 2.4144e+13 2.8146e+13 1.89474e+13 1.87088e+13 1.96782e+13 2.0048e+13 1.81765e+13 2.08389e+13 3.10953e+13 4.83279e+13
threshold=19.500000000000004 15.500000000000002 14.500000000000002 56.288960650000007 100.05000000000001 104.01000000000001 112.00500000000001 56.782540950000005 3.5000000000000004 130.05000000000004 60.590708550000009 56.904718250000009 37.543519500000009 80.720000000000013 6.0000000000000009 16.500000000000004 16.500000000000004 37.425454150000007 76.605000000000004 37.425454150000007 49.895000000000003 94.02500000000002 97.020000000000024 37.534144550000008 73.995000000000019 54.990000000000002 55.633951400000008 64.405000000000015 76.605000000000004 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 22 -6 -7 8 -8 -9 11 -11 14 -14 15 16 17 18 -3 -18 -21 23 -5 24 25 -22 -17 -28 29 -29
right_child=-2 3 -4 4 5 6 7 9 -10 10 -12 -13 13 -15 -16 26 19 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=7.8822191557502848 -114.39862221956753 -8837.6252833533654 1795.7749327644237 1342.1013116123793 63822.271477008697 -19690.655377919189 188923.25167410716 36876.766256138391 11417.298291015626 -123197.03115234376 44746.556512920681 -17078.59585493608 -10.37622242849536 -6439.7484227009472 1675.8677121537844 -5129.6864983301384 -5468.9166727046568 -47765.407240254171 81529.959917091837 -9505.9992857886155 74973.344679214017 -62477.014415322585 -44674.57309027778 -23968.101817255436 76218.790900642649 10866.646131350268 -13998.378620560934 -135147.98227251839 -14538.396527386056 -37862.308297446645
leaf_weight=3477976 474465 325 44110 15452 116 186 28 175 32 24 52 110 47931 5649 2210 986 1273 296 49 244 66 31 90 46 124 187 1021 68 277 205
leaf_count=3477976 474465 325 44110 15452 116 186 28 175 32 24 52 110 47931 5649 2210 986 1273 296 49 244 66 31 90 46 124 187 1021 68 277 205
internal_value=0 15.08 30.2735 -677.613 1848.04 18452.3 9781.92 22803.1 94253.4 10927.6 -13486.8 -36084.9 -1351.19 -688.232 -6146.14 -9471.78 -3371.87 -19426.6 3001.98 2085.6 15863.4 29498 1075.63 36238.5 43584.7 27590.1 -15772.1 -22451.5 -38143.6 -62094.6
internal_weight=0 3.59934e+06 3.52209e+06 77253 16265 723 607 421 60 361 186 134 60988 53580 7408 5198 2641 670 374 1971 698 454 15542 423 377 253 2557 1571 550 273
internal_count=4073804 3599339 3522086 77253 16265 723 607 421 60 361 186 134 60988 53580 7408 5198 2641 670 374 1971 698 454 15542 423 377 253 2557 1571 550 273
is_linear=0
shrinkage=0.1


Tree=3265
num_leaves=31
num_cat=0
split_feature=4 2 1 1 6 1 1 0 3 0 0 4 6 6 4 4 1 1 6 3 0 3 7 1 4 6 6 5 4 7
split_gain=5.69257e+11 3.51825e+12 3.56916e+12 2.3293e+13 2.49705e+13 3.15672e+13 6.10409e+13 6.99225e+13 5.38314e+13 5.02477e+13 1.22991e+14 3.57095e+13 3.71323e+13 3.01589e+13 2.98687e+13 2.79449e+13 5.43231e+13 9.40517e+13 5.05715e+13 5.87478e+13 3.58982e+13 3.2272e+13 2.72037e+13 2.07651e+13 5.2968e+13 2.51891e+13 2.68349e+13 2.366e+13 4.55136e+13 2.03934e+13
threshold=19.500000000000004 10876.500000000002 39.843340650000009 49.147669400000005 38.405000000000008 49.030112300000006 49.095306150000006 55.81943720000001 19.500000000000004 55.783232450000007 55.775215600000003 21.500000000000004 118.04500000000002 79.710000000000022 24.500000000000004 23.500000000000004 43.997056950000008 43.932356550000009 77.565000000000012 19.500000000000004 51.567244500000008 21.500000000000004 6.0000000000000009 49.111590500000005 22.500000000000004 78.010000000000005 96.050000000000011 1.5000000000000002 23.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 7 8 -7 10 -8 12 -11 -12 -4 -6 17 -17 19 -19 22 -21 -18 24 29 27 -27 28 -26 -13
right_child=1 -3 3 -5 5 6 9 -9 -10 11 13 23 -14 -15 -16 16 20 18 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=13.572026200873044 -271.7947304368372 -41033.159709821426 2449.5821879413843 -114.38687611669998 -5455.1231431583838 82152.185011103385 -6452.3272216796877 -6720.8195231119798 249718.67451923076 30158.628532981467 128250.7039892578 93058.460934682997 -33669.454936656388 278647.54481445317 -23011.242884668041 8482.3466500533668 39590.463966878255 20414.234797014509 139814.14510261195 172767.99916666668 -10068.575097084735 60740.30420898438 1677.511535357047 -8894.9164842581868 -18517.552658260571 123883.44669270836 17185.311754261365 -12752.930440195898 80246.751940634102 32092.229847313134
leaf_weight=3599339 342041 21 1416 118513 2872 73 90 66 26 934 40 78 101 20 683 1912 288 266 67 45 1941 60 552 1045 102 30 110 802 86 185
leaf_count=3599339 342041 21 1416 118513 2872 73 90 66 26 934 40 78 101 20 683 1912 288 266 67 45 1941 60 552 1045 102 30 110 802 86 185
internal_value=0 -102.959 -101.147 339.693 4214.01 6002.94 13523.7 73007.4 126160 10814.7 67481.8 8367.25 23930 178383 -5835.19 2443.18 6864.14 18057.4 59855.5 45415.5 -2594.41 108752 14676.2 1760.42 9753.83 346.432 40049.2 -5268.1 26661.9 50173.5
internal_weight=0 474465 474444 132403 13890 11791 3788 165 99 3623 150 3473 1035 60 2099 8003 5131 2350 438 371 2781 105 840 2438 1393 1130 140 990 188 263
internal_count=4073804 474465 474444 132403 13890 11791 3788 165 99 3623 150 3473 1035 60 2099 8003 5131 2350 438 371 2781 105 840 2438 1393 1130 140 990 188 263
is_linear=0
shrinkage=0.1


Tree=3266
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 6 0 7 4 1 4 2 4 1 6 6 6 6 3 6 6 1 4 6 1 2 1 1 6
split_gain=6.47512e+11 7.34966e+12 3.03757e+13 2.62515e+13 2.57443e+13 6.19522e+13 2.95544e+13 2.30274e+13 6.20983e+13 5.47087e+13 4.11055e+13 3.62861e+13 4.01919e+13 3.35804e+13 5.26891e+13 6.84614e+13 5.40476e+13 1.47904e+14 4.65489e+13 4.19e+13 3.21742e+13 9.47629e+13 3.19459e+13 2.84392e+13 2.67764e+13 2.28882e+13 2.43005e+13 8.38109e+13 4.5401e+13 2.98629e+13
threshold=37.873748150000004 55.462387050000011 55.520061350000013 21.500000000000004 37.740454950000007 3.5000000000000004 64.405000000000015 55.418618900000006 6.0000000000000009 18.500000000000004 37.503969450000007 7.5000000000000009 75.000000000000014 14.500000000000002 37.543519500000009 59.245000000000012 49.895000000000003 50.010000000000012 71.715000000000018 11.500000000000002 73.41500000000002 75.010000000000005 37.768783500000005 5.5000000000000009 92.02500000000002 37.600779750000008 75.000000000000014 37.586700500000006 37.517483500000004 90.045000000000016
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 3 4 7 25 6 -6 -1 9 10 23 24 -13 18 15 -15 -16 -18 -14 -20 22 -22 -19 -9 -12 26 28 -28 29 -3
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 12 13 14 16 -17 17 20 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-53.093791821305814 -23.555687556915476 6924.0826009570219 117.78790299661227 -9472.272162716059 65250.038461216522 8655.1835176312306 188408.99930555557 -591.50694348541845 -36962.299006259927 45131.350860305065 -9561.4729515456165 -89300.00016983696 6438.8479450140812 -1848.9387135170991 5944.0514459725528 83243.271212913882 -277222.58797554346 -3771.9370711666415 51424.929458670915 -49288.782812500001 -201732.54014756947 -27201.309332275392 -71652.846836635043 -22676.823196625497 -89212.005882085767 -11237.303622662193 9222.6125527993881 93112.097040142282 -8191.2077409629728 55069.961060855261
leaf_weight=166456 3019657 4108 861004 3212 70 331 27 891 567 231 2286 46 2692 265 1007 147 23 696 405 46 36 229 77 1687 43 879 3749 123 2681 133
leaf_count=166456 3019657 4108 861004 3212 70 331 27 891 567 231 2286 46 2692 265 1007 147 23 696 405 46 36 229 77 1687 43 879 3749 123 2681 133
internal_value=0 67.4764 187.714 -512.388 5163.04 29251 99531.4 -350.553 -4703.8 -3011.33 -4062.86 -523.372 3793.92 4555.49 -4144.22 28511.6 -10650.1 -26399.7 11420 41152.6 -20842 -50911.2 -10533.7 -15043.8 -11032 4279.84 5543.47 11887.5 1994.77 8433.96
internal_weight=0 1.05415e+06 873105 181042 12101 428 97 177830 11374 10807 10576 7998 5669 5623 2480 412 2068 1061 3143 451 1038 265 773 2578 2329 11673 10794 3872 6922 4241
internal_count=4073804 1054147 873105 181042 12101 428 97 177830 11374 10807 10576 7998 5669 5623 2480 412 2068 1061 3143 451 1038 265 773 2578 2329 11673 10794 3872 6922 4241
is_linear=0
shrinkage=0.1


Tree=3267
num_leaves=31
num_cat=0
split_feature=6 0 4 6 4 5 6 4 4 0 1 5 1 1 6 1 0 1 6 0 0 1 1 1 5 1 1 6 0 1
split_gain=5.3708e+11 3.80539e+12 1.08771e+13 2.07768e+13 1.81293e+13 1.34411e+13 7.51479e+12 6.56868e+12 5.53622e+12 5.75552e+12 9.47793e+12 7.85001e+12 9.96496e+12 2.49784e+13 1.05754e+13 3.59923e+13 7.33705e+12 8.37683e+12 6.5431e+12 2.01425e+13 1.37198e+13 1.3037e+13 1.03995e+13 1.19121e+13 9.13114e+12 7.43858e+12 1.16559e+13 7.25429e+12 6.64879e+12 5.61375e+12
threshold=102.04000000000001 43.051287600000009 15.500000000000002 125.02000000000002 14.500000000000002 3.5000000000000004 110.01500000000001 2.5000000000000004 2.5000000000000004 44.878071950000013 38.066230450000006 4.5000000000000009 39.689978950000004 39.873894000000007 110.01500000000001 41.966773150000002 45.036141150000006 40.377616600000003 116.05000000000001 45.059854000000009 59.764576050000009 94.478249850000012 37.425454150000007 38.109452700000006 3.5000000000000004 30.624707450000006 30.303340300000002 128.05000000000004 60.753246850000004 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -4 -2 9 10 -3 12 -12 -14 -15 -16 17 -11 19 -18 21 22 -21 -24 -22 26 27 -20 -27 -25
right_child=1 8 3 5 -6 -7 -8 -9 -10 16 11 -13 13 14 15 -17 18 -19 25 20 24 -23 23 29 -26 28 -28 -29 -30 -31
leaf_value=5.971825003833592 -23181.070545119383 59328.974337635867 -7803.6111746651795 67180.503342013893 68236.519921875006 -29432.788671875001 -59215.563975941055 4382.8295116138306 -442.16155027288755 -29673.315301613733 -53059.926907552086 42718.038473011366 111194.54836309525 47846.297488839286 -134648.02656250002 10177.769411057692 96031.728348214296 34956.163916015626 -47629.123632812501 -58707.977260044652 112222.13714843751 74501.617937499992 72646.621777343753 -30540.852817007213 21568.807500000003 1527.8655081336431 -93218.564130859391 11160.288230020493 42894.455585937503 4608.9068539767795
leaf_weight=3966508 89 46 42 36 44 24 88 3025 101450 122 30 55 21 28 22 78 28 24 32 28 20 25 24 52 25 1357 20 61 40 360
leaf_count=3966508 89 46 42 36 44 24 88 3025 101450 122 30 55 21 28 22 78 28 24 32 28 20 25 24 52 25 1357 20 61 40 360
internal_value=0 -220.766 3097.59 -20140.1 4495.68 28535.2 -42605.5 3595.04 -327.645 4323.16 17832.9 9675.58 -477.131 10110 -6474.17 -21683.9 2617.69 -19049.3 4144.42 13355.6 9020.56 4158.11 368.055 4161.93 61859.2 716.136 -23962.2 -9068.33 2712.31 172.529
internal_weight=0 107296 3348 190 3158 60 130 3114 103948 2498 280 234 179 149 128 100 2218 146 2072 562 534 489 464 436 45 1510 113 93 1397 412
internal_count=4073804 107296 3348 190 3158 60 130 3114 103948 2498 280 234 179 149 128 100 2218 146 2072 562 534 489 464 436 45 1510 113 93 1397 412
is_linear=0
shrinkage=0.1


Tree=3268
num_leaves=31
num_cat=0
split_feature=0 6 1 4 5 7 6 4 5 3 3 4 3 3 3 1 4 1 1 5 6 5 1 3 3 4 4 4 6 6
split_gain=5.94676e+11 5.59621e+12 1.37996e+13 1.14383e+13 1.63718e+13 1.402e+13 1.90993e+13 3.2024e+13 3.07461e+13 2.51833e+13 4.0853e+13 1.76619e+13 1.46198e+13 2.14075e+13 1.39638e+13 4.48562e+13 1.1301e+13 2.57761e+13 1.23412e+13 1.52592e+13 9.97731e+12 2.1855e+13 5.05815e+13 1.77014e+13 3.62771e+13 1.99234e+13 1.47304e+13 1.54476e+13 1.57551e+13 1.13485e+13
threshold=43.472751400000007 125.02000000000002 42.186961750000002 9.5000000000000018 2.5000000000000004 6.0000000000000009 156.15000000000003 12.500000000000002 3.5000000000000004 5.5000000000000009 4.5000000000000009 11.500000000000002 7.5000000000000009 9.5000000000000018 7.5000000000000009 47.386825600000002 3.5000000000000004 39.908802000000009 39.939672500000007 3.5000000000000004 116.05000000000001 3.5000000000000004 44.064675150000006 6.5000000000000009 5.5000000000000009 17.500000000000004 15.500000000000002 12.500000000000002 118.04500000000002 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 20 16 14 -5 -6 8 11 9 10 -7 -8 -11 -14 -4 -16 -3 -18 19 -19 -1 23 -23 24 -22 26 27 28 -25 -24
right_child=-2 2 3 4 5 6 7 -9 -10 12 -12 -13 13 -15 15 -17 17 18 -20 -21 21 22 29 25 -26 -27 -28 -29 -30 -31
leaf_value=-362.29298191404337 4.1398150120847408 -16919.472170608111 -2248.8187341839334 -46119.815668402778 31965.981149423798 357.3330078125 46716.992273246957 -29984.059355945123 -84845.783365885422 -76532.891265345985 169881.94851190477 161341.44110351565 63357.927107007585 -39239.699377211087 43292.600468750003 -168500.26546875003 -31359.81354166667 4130.0911524722451 122957.49402721773 97079.459807054925 -675.85553237055967 -166351.9613420759 -36617.945902343752 -88626.437816220248 93445.86746773099 62902.292921875 -100483.52844328704 32500.090941220238 -19578.12254032258 27579.40406558388
leaf_weight=44583 4026531 37 920 45 301 44 41 41 48 35 21 20 33 53 20 20 33 38 31 33 373 28 100 42 46 25 27 42 155 38
leaf_count=44583 4026531 37 920 45 301 44 41 41 48 35 21 20 33 53 20 20 33 38 31 33 373 28 100 42 46 25 27 42 155 38
internal_value=0 -352.614 5094.07 2271.18 12173.5 16291.6 2249.94 38361.6 -13491 4923.12 55126.8 84298.8 -22045.8 129.157 -4763.61 -62603.8 32042.8 45462 70316.2 47331.9 -569.958 -11138.8 -43805 -3501.41 9657.32 -22448.2 -30469.8 -22560.3 -34299.1 -18940.4
internal_weight=0 47273 1814 1642 682 637 336 102 234 186 65 61 121 86 960 40 172 135 102 71 45459 876 166 710 419 291 266 239 197 138
internal_count=4073804 47273 1814 1642 682 637 336 102 234 186 65 61 121 86 960 40 172 135 102 71 45459 876 166 710 419 291 266 239 197 138
is_linear=0
shrinkage=0.1


Tree=3269
num_leaves=31
num_cat=0
split_feature=0 1 1 6 1 0 7 5 3 6 4 6 5 6 4 3 6 6 6 5 6 7 3 5 5 6 6 4 3 6
split_gain=5.39426e+11 5.25525e+12 5.18137e+13 1.63892e+13 1.04804e+13 5.68548e+13 2.96592e+13 2.90197e+13 2.75159e+13 3.70208e+13 3.33629e+13 2.90496e+13 2.49054e+13 3.66232e+13 2.5405e+13 1.68269e+13 3.59061e+13 1.63287e+13 1.57753e+13 3.77298e+13 1.41359e+13 1.3003e+13 1.29229e+13 1.60158e+13 1.22728e+13 2.26614e+13 1.55249e+13 1.45113e+13 1.20267e+13 1.09986e+13
threshold=45.109778000000006 43.80299105000001 44.064675150000006 46.420000000000009 43.56803845000001 43.550475500000012 6.0000000000000009 1.5000000000000002 7.5000000000000009 156.15000000000003 5.5000000000000009 130.05000000000004 3.5000000000000004 120.05000000000001 8.5000000000000018 4.5000000000000009 149.05000000000004 120.05000000000001 70.00500000000001 2.5000000000000004 79.710000000000022 6.0000000000000009 5.5000000000000009 4.5000000000000009 2.5000000000000004 65.00500000000001 53.995000000000012 3.5000000000000004 2.5000000000000004 116.05000000000001
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 4 3 -3 -1 6 7 -6 9 12 -11 -10 13 18 -15 16 -8 29 24 -20 -14 -7 23 -22 25 27 -26 28 -9 -17
right_child=-2 2 -4 -5 5 21 15 8 11 10 -12 -13 20 14 -16 17 -18 -19 19 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=104.43603046171555 -14.361738679553902 -5691.948733619507 -228.7402982435714 -25189.423385142934 -2760.0082848482357 -64585.276109788909 -12004.506227279766 22633.184005842541 -4498.2341877179706 16191.765625 159495.15134277346 -99211.2705078125 2120.3469403839113 -16751.79615752551 -137557.19120370373 6005.8524799439811 108617.85740625 -30198.227215091771 -36939.595051723241 8488.4738396567864 43698.948640272356 -3342.3867903645837 -87.669335937500009 111873.57016958842 -23437.085280629752 -29468.468699108718 23736.159690745528 9346.6759613227841 73900.424945175444 63687.900907628682
leaf_weight=495540 3524755 709 38302 1100 2537 151 1917 232 681 33 32 34 100 49 27 1191 25 126 226 957 216 45 52 41 74 142 1219 3200 57 34
leaf_count=495540 3524755 709 38302 1100 2537 151 1917 232 681 33 32 34 100 49 27 1191 25 126 226 957 216 45 52 41 74 142 1219 3200 57 34
internal_value=0 92.1987 -1009.83 -17547.8 179.053 2938.84 3732.57 6464.95 9639.62 11641.8 86741.1 -9002.07 10901.3 9320.45 -59669.5 -4489.47 -10451.7 4080.96 10179 -190.092 34800.2 -50524.4 45376.2 54575.1 12670.2 9691.01 21036.4 11284.8 32744.7 7606.82
internal_weight=0 549049 40111 1809 508938 13398 13202 9909 7372 6657 65 715 6592 6183 76 3293 1942 1351 6107 1183 409 196 309 257 4924 3631 1293 3489 289 1225
internal_count=4073804 549049 40111 1809 508938 13398 13202 9909 7372 6657 65 715 6592 6183 76 3293 1942 1351 6107 1183 409 196 309 257 4924 3631 1293 3489 289 1225
is_linear=0
shrinkage=0.1


Tree=3270
num_leaves=31
num_cat=0
split_feature=1 1 4 7 4 6 0 1 0 4 6 0 0 6 6 4 1 0 0 6 5 4 4 6 4 0 1 3 0 0
split_gain=5.53453e+11 7.59662e+12 2.52567e+13 4.84759e+13 3.6895e+13 3.42898e+13 3.84533e+13 4.54259e+13 3.06285e+13 9.92976e+13 4.29952e+13 4.26316e+13 4.15135e+13 3.95023e+13 3.02842e+13 3.00883e+13 4.36831e+13 2.98475e+13 5.95295e+13 2.25439e+13 3.38672e+13 2.37966e+13 2.25307e+13 5.42566e+13 2.15302e+13 2.14993e+13 2.19703e+13 2.013e+13 1.8928e+13 3.27307e+13
threshold=60.571186450000006 56.805602900000004 5.5000000000000009 6.0000000000000009 12.500000000000002 59.245000000000012 56.904718250000009 60.549354600000008 56.83050475000001 17.500000000000004 102.04000000000001 56.850115550000005 56.838524800000009 82.905000000000015 116.05000000000001 12.500000000000002 60.549354600000008 57.978821400000008 58.603553700000006 87.395000000000024 2.5000000000000004 15.500000000000002 24.500000000000004 89.00500000000001 14.500000000000002 59.699368850000006 59.317422600000008 16.500000000000004 56.791379400000004 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 7 19 13 10 12 22 -10 -9 15 -5 28 -3 -19 20 -7 24 -11 -24 -21 -20 -27 -23 -17 -30
right_child=-2 2 3 14 5 6 -8 8 9 11 -12 -13 -14 -15 -16 16 -18 18 25 21 -22 27 23 -25 -26 26 -28 -29 29 -31
leaf_value=5.7419535179554106 54.482305822465811 1822.4287202810797 -1951.5317540536494 -5155.4389867125683 -4595.9368621084714 -25189.145310309603 -57975.717715228609 11649.534272179239 54500.08810495022 72241.607467623879 -80538.287386775366 -47308.898768682069 -23611.665162899619 -51907.218791562038 -69720.278404017852 16550.571551034674 -6089.8111215852186 -24834.516952745016 7838.1370258493935 -29960.881870659723 -3489.2163542659505 -53498.456403960452 43036.374937500004 244063.26427801728 77336.266171264651 3466.0067186798392 -14036.959768580593 4443.7265150669646 -4364.5298690970112 19315.876882449462
leaf_weight=2701179 1279102 38739 25864 2648 8017 1562 203 234 113 111 69 23 171 168 56 3262 1858 1285 1853 45 1333 418 25 29 32 1331 1555 70 1489 960
leaf_count=2701179 1279102 38739 25864 2648 8017 1562 203 234 113 111 69 23 171 168 56 3262 1858 1285 1853 45 1333 418 25 29 32 1331 1555 70 1489 960
internal_value=0 -24.9359 -910.99 -2485.54 -4114.55 -8546.48 -15422.6 -13460.7 5995.56 21530.9 -9734.35 80236.5 7468.01 -14911.5 3617.41 4019.37 7229.17 804.159 -5744.11 -18763.4 -15197.4 -37035 98015.5 150995 14630.1 -567.662 -5964.73 -45187.1 11562.3 4918.11
internal_weight=0 2.7947e+06 93523 48760 38487 12623 4606 4403 943 541 353 188 284 402 10273 10217 7569 44763 6024 3460 2895 565 165 54 77 4739 2886 488 5711 2449
internal_count=4073804 2794702 93523 48760 38487 12623 4606 4403 943 541 353 188 284 402 10273 10217 7569 44763 6024 3460 2895 565 165 54 77 4739 2886 488 5711 2449
is_linear=0
shrinkage=0.1


Tree=3271
num_leaves=31
num_cat=0
split_feature=0 7 5 6 4 6 1 3 4 1 0 0 6 4 4 6 1 4 1 6 6 5 6 1 3 0 1 1 6 3
split_gain=5.51132e+11 8.42742e+12 1.76695e+13 8.69473e+13 3.3421e+13 5.87205e+13 6.36887e+13 4.66725e+13 2.68414e+13 5.07259e+13 5.84475e+13 1.10104e+14 8.46092e+13 5.03512e+13 4.73287e+13 5.3957e+13 6.35667e+13 4.04052e+13 3.22525e+13 3.15733e+13 3.0072e+13 6.9227e+13 7.22316e+13 3.08074e+13 4.60787e+13 3.52923e+13 5.13789e+13 5.24275e+13 7.26555e+13 3.02785e+13
threshold=57.892117950000006 6.0000000000000009 2.5000000000000004 68.515000000000015 16.500000000000004 56.805000000000007 30.323041000000003 12.500000000000002 12.500000000000002 30.370944000000005 59.905532300000012 59.933037250000005 91.02500000000002 7.5000000000000009 9.5000000000000018 80.030000000000015 30.389265100000003 7.5000000000000009 49.300375350000003 94.02500000000002 103.03500000000001 3.5000000000000004 87.395000000000024 30.242318500000007 1.5000000000000002 60.05226170000001 30.157841000000001 30.226173900000003 92.02500000000002 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 -4 -7 9 10 -5 12 17 19 -15 18 -17 -12 -16 -11 21 23 -23 25 -25 26 -13 -28 -29 -26
right_child=1 2 3 8 -6 7 -8 -9 -10 13 11 20 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 24 29 -27 27 28 -30 -31
leaf_value=-13.730310017088181 394.20357995107906 -948.50932787137958 45122.229737463669 -4229.8434909294583 3089.0549308567529 31263.346788788873 -26375.141274335743 -29718.483833080667 -2837.5264248685157 704.06887515274127 173004.67713414633 183135.15687210648 11923.293656570662 -37260.315103367997 40037.999874534355 -117996.65427938433 -11821.570655256979 68840.674888513124 -15380.630144600247 46190.639071074693 -10199.049521911364 -16521.316604401345 145277.22449776786 -107604.20247395833 -225.38844857419144 -41623.029529587773 -66874.355078125009 146399.50240402223 17191.427827004827 30627.428550962715
leaf_weight=3575553 328475 139529 172 2125 1713 2227 452 133 17210 597 41 27 335 726 302 67 356 406 161 205 709 43 77 36 1431 47 40 64 136 409
leaf_count=3575553 328475 139529 172 2125 1713 2227 452 133 17210 597 41 27 335 726 302 67 356 406 161 205 709 43 77 36 1431 47 40 64 136 409
internal_value=0 98.5316 -473.521 1717.59 14222.3 20613.4 -6667.53 27826.7 -581.211 4074.81 9052.4 16478 49919.2 -8144.42 -18331.3 -2820.61 -28638.9 78394.9 20767.2 12330.9 7815.88 13345.1 87299.4 9292.85 4440.48 38283.4 52349.4 37636 58538 6632.66
internal_weight=0 498251 169776 30247 4697 2984 624 2360 25550 8340 5926 3801 782 2414 1612 886 423 447 463 802 3019 2310 120 2190 1876 314 267 240 200 1840
internal_count=4073804 498251 169776 30247 4697 2984 624 2360 25550 8340 5926 3801 782 2414 1612 886 423 447 463 802 3019 2310 120 2190 1876 314 267 240 200 1840
is_linear=0
shrinkage=0.1


Tree=3272
num_leaves=31
num_cat=0
split_feature=0 6 6 3 1 7 6 3 0 3 6 6 6 0 4 3 3 1 6 2 6 6 6 1 6 6 6 4 3 3
split_gain=5.68096e+11 4.5438e+12 1.40081e+13 8.48942e+12 1.63275e+13 1.58827e+13 7.33992e+12 2.92899e+13 1.53174e+13 1.73352e+13 1.38823e+13 1.20849e+13 1.16303e+13 1.84781e+13 1.47558e+13 6.04942e+12 6.49372e+12 4.76427e+12 4.76174e+12 4.56735e+12 9.1508e+12 2.71287e+13 2.40181e+13 4.60799e+12 1.01095e+13 5.38155e+12 7.30515e+12 6.60035e+12 5.90369e+12 5.09603e+12
threshold=61.78914120000001 98.020000000000024 99.050000000000011 7.5000000000000009 50.298521650000005 6.0000000000000009 89.00500000000001 4.5000000000000009 63.565651350000003 7.5000000000000009 93.050000000000011 88.825000000000003 93.050000000000011 63.565651350000003 5.5000000000000009 5.5000000000000009 7.5000000000000009 86.169282750000022 118.04500000000002 10876.500000000002 189.00000000000003 128.05000000000004 108.05000000000001 54.62357655000001 110.01500000000001 101.02000000000002 104.01000000000001 5.5000000000000009 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 6 -3 5 -5 19 11 12 9 10 -9 -2 13 14 -8 -10 -17 -14 -6 23 21 22 -21 25 -25 -4 -27 28 -28 -30
right_child=1 2 3 4 18 -7 7 8 15 -11 -12 -13 17 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=3.1294364809152011 -497.20716247840778 88788.561635044651 48928.372418478262 96930.246807861331 -30692.836767578126 -82745.426633522729 31638.098411051436 -133177.51652388141 -50623.334140625004 -8274.2359913793098 -34356.025418526784 64090.779377693965 -33787.872162917563 -18165.499261209239 129053.02948369566 48062.480197010875 -27082.125441576089 11766.289823190789 32981.161735733702 57414.348521529806 -27846.87416381836 124358.78925000002 -50243.13703125 -67462.832167968751 23001.861309523811 -59466.809023437498 63950.640500000009 -16763.260039062501 -28822.222249999999 27716.287304687503
leaf_weight=4045394 27477 21 23 28 24 22 48 44 25 29 21 29 58 46 23 23 23 38 23 43 32 25 40 30 21 20 25 80 25 44
leaf_count=4045394 27477 21 23 28 24 22 48 44 25 29 21 29 58 46 23 23 23 38 23 43 32 25 40 30 21 20 25 80 25 44
internal_value=0 -445.611 8762.25 5434.42 36479.8 19.5318 -619.307 -14459.3 -46086.5 -72566.4 -101251 -429.111 10040.6 31207.1 63195 -11028.7 10490.2 -15756 466.78 4482.35 19121.2 33037.6 5531.22 -3164.79 -30212.7 3192.09 -2230.26 4348.66 22316.2 7231.32
internal_weight=0 28410 526 505 75 430 27884 378 165 94 65 27506 213 117 71 71 46 96 47 408 140 108 83 268 51 217 194 174 94 69
internal_count=4073804 28410 526 505 75 430 27884 378 165 94 65 27506 213 117 71 71 46 96 47 408 140 108 83 268 51 217 194 174 94 69
is_linear=0
shrinkage=0.1


Tree=3273
num_leaves=31
num_cat=0
split_feature=1 4 5 6 0 0 1 1 6 1 4 6 3 0 6 6 6 3 7 3 1 3 6 0 1 6 1 0 0 0
split_gain=5.3393e+11 4.52509e+12 7.26976e+12 7.17572e+12 1.45771e+13 2.10811e+13 1.69591e+13 2.3105e+13 1.58215e+13 1.55651e+13 1.83642e+13 1.23713e+13 1.72142e+13 1.2353e+13 1.61941e+13 1.35887e+13 1.35744e+13 1.98586e+13 1.90746e+13 1.31137e+13 4.69538e+13 2.01025e+13 1.66341e+13 1.88283e+13 1.94076e+13 1.4618e+13 1.34504e+13 1.28173e+13 1.21618e+13 1.18968e+13
threshold=82.968544750000021 16.500000000000004 4.5000000000000009 43.405000000000008 55.055052800000006 55.007293000000011 82.970388650000018 83.025426800000005 54.990000000000002 83.011163250000024 23.500000000000004 46.010000000000012 16.500000000000004 54.94428030000001 86.030000000000015 92.02500000000002 81.02500000000002 7.5000000000000009 6.0000000000000009 6.5000000000000009 82.973036600000015 5.5000000000000009 70.50500000000001 54.998919050000005 83.011163250000024 73.00500000000001 83.025426800000005 54.988402950000008 54.944948950000004 54.94613300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 8 -8 11 -11 12 -7 16 19 -16 -5 18 -18 20 21 28 27 29 -25 -23 -26 -21 -15 -24
right_child=1 2 -4 4 6 9 7 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 22 -22 25 23 24 26 -27 -28 -29 -30 -31
leaf_value=14.925999806958396 -9.2645174361042244 533.92899865784523 41550.942426757814 -3031.6760985433707 -50611.121763392861 -12753.484749348958 1769.8613067626954 129.9309567924434 34234.304466751804 31238.059210987583 -6379.226126193018 -9855.0982982313981 -65662.060256926547 50378.665793269232 62089.815264423079 1624.5082196302819 -60562.517999714182 -5839.7505613606772 -12405.254075520834 -2973.1987016992452 66.257693175290953 -1388.4029210707722 -12344.990142043396 -15424.152798485209 -93190.749556238516 70268.643607142862 -24466.898668686226 9026.801775210557 -1904.9997413148271 7272.2370247868594
leaf_weight=3481938 547673 16710 40 3412 63 168 264 8725 348 195 388 4283 97 65 78 71 164 600 165 2795 2183 34 862 262 68 175 49 1306 141 482
leaf_count=3481938 547673 16710 40 3412 63 168 264 8725 348 195 388 4283 97 65 78 71 164 600 165 2795 2183 34 862 262 68 175 49 1306 141 482
internal_value=0 -87.8094 -1061.2 -1099.8 -2094.58 -3758.1 1098.5 1447.41 20230 -9180.45 6202.88 -11152.4 -32120 -1603.35 597.897 33277.5 -5949.56 -16666.3 -36410.7 19.7374 5927.81 36761 -2615.77 -10860.8 -30546.1 58611.5 -64409 848.308 14592.3 -5309.65
internal_weight=0 591866 44193 44153 27443 18043 9400 9337 612 5131 583 4548 265 12912 8571 149 4341 929 329 8422 2598 415 5824 1723 379 209 117 4101 206 1344
internal_count=4073804 591866 44193 44153 27443 18043 9400 9337 612 5131 583 4548 265 12912 8571 149 4341 929 329 8422 2598 415 5824 1723 379 209 117 4101 206 1344
is_linear=0
shrinkage=0.1


Tree=3274
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 6 0 6 3 6 4 5 6 0 6 4 0 6 6 1 7 0 6 6 6 4 1 4 1 6
split_gain=5.71609e+11 5.41007e+12 1.24539e+13 1.61488e+13 1.04493e+13 8.47364e+12 1.21902e+13 2.82061e+13 8.67726e+12 1.16557e+13 8.48738e+12 7.05395e+12 1.3725e+13 5.48316e+12 7.29754e+12 5.31229e+12 1.02407e+13 8.11286e+12 9.59416e+12 5.82379e+12 7.55685e+12 8.53616e+12 7.44367e+12 1.07017e+13 5.24538e+12 5.22541e+12 5.06059e+12 2.02379e+13 1.54761e+13 2.20821e+13
threshold=14.500000000000002 30.157841000000001 61.805000000000007 15.500000000000002 59.864072000000007 70.50500000000001 59.856552950000008 84.00500000000001 19.500000000000004 103.03500000000001 21.500000000000004 3.5000000000000004 96.050000000000011 59.848366150000011 84.810000000000016 22.500000000000004 59.864072000000007 49.895000000000003 53.705000000000005 30.084656550000002 6.0000000000000009 59.848366150000011 49.010000000000012 39.355000000000011 74.615000000000009 21.500000000000004 30.389265100000003 15.500000000000002 30.410676000000006 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 -5 7 25 -8 -10 -9 12 -6 24 -15 16 19 -17 -19 22 21 -21 23 -2 -4 -7 27 -3 29 -28
right_child=1 26 3 4 11 6 8 10 9 -11 -12 -13 -14 14 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-10.857260099427213 -27417.672488490516 -25358.973721232935 48075.327746582036 34456.947900062922 -7905.5319372558588 -29139.496074218754 39379.14697534404 -9521.9559267241384 22951.277525111611 -56068.557310267854 66985.350323275867 36681.511562499996 -92791.455507812498 39511.150192397392 97559.997167968759 -1805.4255098783055 30948.229724934896 -70237.765116279072 -8767.069151650705 -8870.7020646158853 -2512.0395100558399 37521.973577724355 -43826.804428633433 31832.77398726852 -10643.769046336209 -92582.23057432432 14931.968244671873 -858.63653356590976 182.76669190687642 -88720.598893229166
leaf_weight=3758080 70 341 32 149 80 20 109 29 56 28 29 20 25 67 32 312 120 43 62 60 461 117 63 54 29 37 966 29857 282435 21
leaf_count=3758080 70 341 32 149 80 20 109 29 56 28 29 20 25 67 32 312 120 43 62 60 461 117 63 54 29 37 966 29857 282435 21
internal_value=0 129.235 5183.13 15606.7 7871.6 14879.4 5408.39 -20364.3 20765.2 -3388.67 28731.7 -17748.8 -28116.5 43743.2 58274.4 -495.495 3653.13 -9897.06 -33940.8 -317.063 4231.63 21795.6 -15836.1 -1615.06 20159.7 -70321.6 95.3292 -1135.3 226.45 12726.6
internal_weight=0 315724 2104 742 582 457 308 115 193 84 58 125 105 160 99 1362 945 417 105 825 638 177 187 124 61 57 313620 30198 283422 987
internal_count=4073804 315724 2104 742 582 457 308 115 193 84 58 125 105 160 99 1362 945 417 105 825 638 177 187 124 61 57 313620 30198 283422 987
is_linear=0
shrinkage=0.1


Tree=3275
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 4 1 4 0 6 4 5 4 6 4 0 1 6 5 6 7 0 4 4 1 6 6 4 0
split_gain=5.35297e+11 7.48096e+12 2.84815e+13 2.7475e+13 3.8505e+13 1.14282e+14 3.37919e+13 1.00319e+14 4.64913e+13 3.03422e+13 4.63819e+13 1.10403e+14 6.30629e+13 2.66108e+13 3.90099e+13 4.59892e+13 4.14017e+13 2.64799e+13 3.07104e+13 2.63396e+13 8.96639e+13 3.21456e+13 8.75306e+13 3.94554e+13 2.93741e+13 2.91774e+13 4.9401e+13 2.64108e+13 4.6219e+13 2.59837e+13
threshold=60.571186450000006 60.620042600000012 57.15297970000001 56.791379400000004 56.83050475000001 9.5000000000000018 11.500000000000002 60.605526900000008 13.500000000000002 56.818587550000011 99.050000000000011 10.500000000000002 3.5000000000000004 13.500000000000002 63.005000000000003 4.5000000000000009 56.904718250000009 60.590708550000009 99.050000000000011 1.5000000000000002 53.310000000000009 6.0000000000000009 56.838524800000009 16.500000000000004 25.500000000000004 60.590708550000009 99.050000000000011 112.00500000000001 17.500000000000004 56.872182500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -7 11 -11 -12 14 29 16 -16 18 -5 20 -15 22 27 -24 -23 -25 -27 -21 -29 -6
right_child=1 -3 -4 4 13 6 8 -9 -10 10 12 -13 -14 19 15 -17 -18 -19 -20 21 -22 24 23 25 -26 26 -28 28 -30 -31
leaf_value=-24.523475615720987 -4466.7973743624852 6.3589996993573452 -25112.118149414062 -8455.865107865111 -5810.4329137094865 37757.690811336739 -11966.641804641504 -9533.8359342348976 15473.743769173418 82669.504092227726 -33937.573430765093 311315.36712500005 139218.09551521071 55.252398346492228 -28116.005113026793 16500.300783556795 52919.159897592908 5194.7857132538093 -75891.773344443514 -43938.90756036932 80767.729378713702 -17227.721501927328 -1606.8121157038565 8759.603386104387 1552.2281593254756 30050.351488625325 115949.7224826389 -47437.254358258935 72714.44269067797 3739.3889812818561
leaf_weight=2794702 6579 1232124 405 3172 4412 272 690 329 5871 136 58 25 33 4480 426 3183 74 1815 69 440 142 3232 948 426 1122 386 81 70 59 8043
leaf_count=2794702 6579 1232124 405 3172 4412 272 690 329 5871 136 58 25 33 4480 426 3183 74 1815 69 440 142 3232 948 426 1122 386 81 70 59 8043
internal_value=0 53.5812 1292.11 1521.72 2506.83 7116.65 15022.2 33745.9 12587.9 60919.6 85919.7 118174 28855.1 418.312 3030.07 12071.4 -16122.8 -4475.87 -9891.56 -3283.48 2534.95 -7259.35 2006.69 12601.7 -12388.2 27685.3 44949.4 -32273.4 7515.85 356.505
internal_weight=0 1.2791e+06 46978 46573 39994 12470 7414 853 6561 524 252 161 91 27524 16138 3683 500 5056 3241 11386 4622 6764 2410 1841 4354 893 467 569 129 12455
internal_count=4073804 1279102 46978 46573 39994 12470 7414 853 6561 524 252 161 91 27524 16138 3683 500 5056 3241 11386 4622 6764 2410 1841 4354 893 467 569 129 12455
is_linear=0
shrinkage=0.1


Tree=3276
num_leaves=31
num_cat=0
split_feature=4 6 4 0 0 7 6 1 0 0 1 0 3 3 3 0 1 4 2 0 4 1 0 1 1 1 3 6 0 6
split_gain=5.7109e+11 8.66822e+12 1.63755e+13 1.89259e+13 3.56318e+13 2.98966e+13 3.75078e+13 3.2384e+13 3.01204e+13 7.61053e+13 3.45556e+13 2.57835e+13 2.16701e+13 2.1516e+13 2.43714e+13 4.33938e+13 2.01193e+13 1.81754e+13 4.1633e+13 6.03742e+13 3.29419e+13 1.80527e+13 3.12841e+13 4.37115e+13 3.39746e+13 1.70853e+13 1.51959e+13 1.98224e+13 1.50473e+13 1.94355e+13
threshold=28.500000000000004 62.625000000000007 31.500000000000004 55.696737300000009 55.685785750000008 6.0000000000000009 47.805000000000007 37.343102500000008 55.728148450000006 55.743464250000009 37.543519500000009 55.850146250000009 17.500000000000004 6.5000000000000009 10.500000000000002 55.801384500000005 30.389265100000003 30.500000000000004 2911.0000000000005 55.753967500000009 29.500000000000004 37.768783500000005 55.702806750000008 37.729575300000008 37.682335600000009 37.702956500000006 7.5000000000000009 40.905000000000008 56.818587550000011 53.310000000000009
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 3 4 25 6 13 16 21 -10 11 -11 -6 -5 15 -15 -7 18 19 26 -21 22 -9 24 -24 -2 27 -12 29 -19
right_child=1 -3 -4 5 12 7 -8 8 9 10 17 -13 -14 14 -16 -17 -18 28 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3706239290630706 -23516.12353904601 1807.0680268598314 208.2600150576389 -38872.222253196021 -116382.73995949075 -3866.7824387122851 48569.44789957683 106163.43764022435 -158451.13446180557 -34850.561614927574 9921.8663722826095 51945.697460937503 -12532.378540039062 163214.07727141204 -3520.7790289109757 8874.6403494698661 51277.309547483768 -19055.62503517406 -6527.156191260975 167327.19551711311 47734.080305989584 -5256.1618390578997 7986.9910422023349 59572.763587502872 -76818.290899761647 -2420.2072268399329 21174.3665234375 -126201.85304687501 29621.071732999841 -77783.061402803316
leaf_weight=4041054 681 11423 14925 110 54 116 240 39 36 694 23 36 32 27 248 56 154 329 1252 42 51 658 237 136 59 880 75 20 49 68
leaf_count=4041054 681 11423 14925 110 54 116 240 39 36 694 23 36 32 27 248 56 154 329 1252 42 51 658 237 136 59 880 75 20 49 68
internal_value=0 -415.905 -1606.56 -5837.44 -15075.9 -2637.5 16756.7 -5879.4 -8254.69 -14035.6 -12065.5 -30570.2 -77740.7 -556.321 12177.1 59081.4 27585.8 -4989.36 398.103 41490.2 101744 5442.3 20388.3 12644.8 -8916.76 -11623.5 -5997.94 -53391.5 -22661.7 -29114.7
internal_weight=0 32750 21327 6402 1647 4755 681 4074 3804 2675 2639 730 86 441 331 83 270 1909 1463 211 93 1129 471 432 296 1561 118 43 446 397
internal_count=4073804 32750 21327 6402 1647 4755 681 4074 3804 2675 2639 730 86 441 331 83 270 1909 1463 211 93 1129 471 432 296 1561 118 43 446 397
is_linear=0
shrinkage=0.1


Tree=3277
num_leaves=31
num_cat=0
split_feature=4 0 0 1 2 0 6 7 6 0 3 6 6 6 1 3 6 0 6 6 6 0 6 0 6 6 3 3 6 1
split_gain=5.9967e+11 7.90785e+12 1.48151e+13 1.46299e+13 1.95703e+13 9.5738e+12 8.54253e+12 8.43626e+12 1.07998e+13 6.63785e+12 5.77698e+12 6.08056e+12 5.77158e+12 1.13736e+13 5.38266e+12 5.27211e+12 5.08559e+12 5.4445e+12 4.72755e+12 4.65443e+12 2.89012e+13 2.41593e+13 2.09388e+13 1.42109e+13 9.93789e+12 1.29485e+13 1.31481e+13 9.03045e+12 1.57215e+13 7.82494e+12
threshold=32.500000000000007 55.568628050000008 55.633951400000008 37.543519500000009 2343.5000000000005 55.660117850000006 53.995000000000012 6.0000000000000009 52.330000000000005 55.554045200000012 3.5000000000000004 60.305000000000007 91.02500000000002 114.05000000000001 60.636764050000004 21.500000000000004 92.02500000000002 55.554045200000012 59.815000000000005 75.605000000000004 74.615000000000009 55.759969450000007 77.010000000000005 55.883833400000007 78.010000000000005 78.605000000000004 25.500000000000004 17.500000000000004 76.00500000000001 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 18 -6 8 -5 10 11 -2 -12 -14 19 -3 17 -9 -4 20 -7 -22 27 -23 -24 26 -26 29 -29 -21
right_child=1 2 5 4 6 14 -8 16 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 22 21 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=2.5269144416673406 -11162.930545291385 -21166.000773883687 51517.842509191178 -43962.867346191408 -32404.066464072781 -1523.1669359168254 6926.7622331373759 59549.272167968753 29873.561568509613 -52218.505898437499 2012.3907545990148 38716.091511366103 -23524.641210989226 30830.361715034815 50575.98829101563 -68713.955448717956 3975.1396722560976 31661.761611769787 4923.1930195055511 117824.08721976902 -142109.34084821431 13891.766323061343 -30451.587350585942 -48472.045071384127 14644.184950657896 96.204488826586484 94804.973590959824 -12529.358174189816 70792.671564503209 35335.908247707201
leaf_weight=4056209 37 58 51 32 76 12797 202 108 52 25 788 72 236 46 20 39 41 199 38 23 21 54 100 113 76 2147 28 54 39 23
leaf_count=4056209 37 58 51 32 76 12797 202 108 52 25 788 72 236 46 20 39 41 199 38 23 21 54 100 113 76 2147 28 54 39 23
internal_value=0 -582.535 -1323.19 5485.54 16870.6 -1080.69 -3825.55 30188.9 1745.4 -1228.23 -147.01 21784.7 -2381.17 -14658.2 -1268.54 -40283.2 37054.6 41472.4 31623.5 -1335.54 -2094.99 -41018.5 2624.86 -28306.5 395.104 1765.46 36225.9 40338.2 22412.1 76580
internal_weight=0 17595 15681 1914 710 15584 278 432 84 1204 1179 109 1070 282 15495 97 348 307 89 15475 12985 188 2490 167 2351 2251 104 139 93 46
internal_count=4073804 17595 15681 1914 710 15584 278 432 84 1204 1179 109 1070 282 15495 97 348 307 89 15475 12985 188 2490 167 2351 2251 104 139 93 46
is_linear=0
shrinkage=0.1


Tree=3278
num_leaves=31
num_cat=0
split_feature=6 1 4 1 6 1 0 6 0 5 5 1 0 3 6 1 4 3 4 0 0 3 3 4 0 6 4 1 1 3
split_gain=5.60386e+11 6.67338e+12 8.36764e+12 8.7758e+12 1.65786e+13 1.20856e+13 1.57631e+13 1.99284e+13 1.13185e+13 2.41394e+13 2.33064e+13 3.91733e+13 4.13744e+13 3.06107e+13 2.42001e+13 2.38682e+13 4.293e+13 8.13343e+13 2.58232e+13 2.02673e+13 2.11477e+13 1.6605e+13 1.6144e+13 1.41244e+13 1.11486e+13 1.08057e+13 1.06171e+13 1.02827e+13 8.96478e+12 1.33546e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 38.782330450000011 149.05000000000004 38.166910000000009 55.801384500000005 189.00000000000003 45.022979600000006 3.5000000000000004 3.5000000000000004 38.958307950000012 45.053967500000006 4.5000000000000009 189.00000000000003 38.927872750000006 5.5000000000000009 4.5000000000000009 10.500000000000002 45.053967500000006 45.07004340000001 4.5000000000000009 14.500000000000002 9.5000000000000018 55.071632200000003 189.00000000000003 8.5000000000000018 38.958307950000012 38.958307950000012 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 28 -2 7 -7 9 -6 11 12 -10 -13 21 16 -12 -18 19 -17 23 -14 -20 -21 -9 -24 -16 -11 29 -5
right_child=1 -3 -4 4 8 6 -8 24 10 27 15 13 14 -15 26 18 17 -19 22 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6246169204071306 2788.0723998724688 -1621.3313302861634 -10035.522762109023 119443.53185483871 85700.224218750009 -130054.63556250001 23201.067968750001 26276.248843750003 -155091.54596774196 -54668.288671875001 178303.17041015625 -56589.331093749999 -4904.3672940340912 95575.951602564106 52620.68359375 -102668.71570581896 -111945.24543750001 143138.01740625 61069.538291590085 74465.432495117188 -67868.150651041666 -117062.93977272727 -32625.827938179347 -22788.521428571432 -70194.925863116732 46166.761439732145 -36403.05113467262 34268.750811298079 -4342.2878720238095 32465.495599514103
leaf_weight=4053505 4086 14858 487 31 53 25 36 25 31 26 24 20 22 39 37 29 25 25 85 32 36 33 46 28 23 28 21 26 21 41
leaf_count=4053505 4086 14858 487 31 53 25 36 25 31 26 24 20 22 39 37 29 25 25 85 32 36 33 46 28 23 28 21 26 21 41
internal_value=0 -524.109 2472.13 3701.69 13596.6 1911.41 -30951.4 -57656.8 8073.79 38206.9 2433.91 -24633.7 -52752.2 43994.5 -24676.7 17782.3 68366.2 15596.4 4601.98 -29406.6 -7275.4 -72199.5 31338.3 29080.3 -19949.5 -2812.42 20388 -10199.8 53146.7 69914.4
internal_weight=0 20299 5441 4954 759 4195 109 73 666 105 561 203 144 59 113 358 74 50 284 125 96 55 159 60 48 74 58 52 93 72
internal_count=4073804 20299 5441 4954 759 4195 109 73 666 105 561 203 144 59 113 358 74 50 284 125 96 55 159 60 48 74 58 52 93 72
is_linear=0
shrinkage=0.1


Tree=3279
num_leaves=31
num_cat=0
split_feature=6 2 2 3 0 1 3 4 1 1 1 0 2 0 1 5 1 0 0 4 0 0 1 1 4 4 5 0 1 1
split_gain=5.7965e+11 1.15732e+12 6.42089e+12 1.09103e+13 9.11071e+12 4.63549e+12 2.90369e+12 1.98082e+13 1.56776e+13 8.55898e+12 1.37429e+13 7.62458e+12 7.25616e+12 1.00174e+13 9.23654e+12 1.61586e+13 5.33259e+12 6.63413e+12 4.97995e+12 4.93152e+12 4.67679e+12 6.79255e+12 4.95478e+12 1.20092e+13 5.23997e+12 9.18511e+12 4.34059e+12 4.16075e+12 3.51168e+12 1.03997e+13
threshold=247.90000000000001 2599.0000000000005 1250.5000000000002 3.5000000000000004 55.348830750000012 53.187400150000009 2.5000000000000004 3.5000000000000004 48.411058050000008 30.345769800000003 30.084656550000002 57.125462300000009 2875.5000000000005 44.601833250000006 42.186961750000002 3.5000000000000004 44.064675150000006 55.390026600000006 56.818587550000011 7.5000000000000009 53.341100000000004 52.960348700000004 52.419561900000012 49.176406850000006 2.5000000000000004 3.5000000000000004 2.5000000000000004 47.267650700000011 38.977585500000011 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 27 10 -3 12 13 -11 15 -14 17 26 20 -13 21 -16 23 -22 -24 -26 -15 -8 -9 -30
right_child=1 6 3 -5 5 -7 7 28 -10 11 -12 19 14 16 18 -17 -18 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.0564592246213114 61835.954857336954 8551.2114130434784 9671.4152750651047 -85680.044401041669 -6810.0921637457768 38031.846890625005 124710.1527529762 12034.963223856261 -6563.7645000000011 -86591.864583333343 -103338.88667224703 13852.201465739679 3404.1131876627605 12723.245188210229 -7540.2225887831828 97786.022776442318 30372.559493001303 -73831.441367187508 -48380.592646059784 64808.752889351221 -2841.2540961371528 -64068.289200846353 38396.51495217716 93804.852500000008 -65351.130433238635 733.7271132975942 -29415.749687500003 63759.709547932951 -16503.595287103784 5364.5231467032218
leaf_weight=4070611 23 23 24 24 296 25 21 306 25 21 21 109 60 44 186 26 24 20 23 23 36 24 34 20 22 478 55 24 288 888
leaf_count=4070611 23 23 24 24 296 25 21 306 25 21 21 109 60 44 186 26 24 20 23 23 36 24 34 20 22 478 55 24 288 888
internal_value=0 1346.83 -3742.27 -38004.3 1038.48 -3317.73 2059.05 4947.43 56929.3 -1530.03 -44850.9 51.8098 -2738.17 -22098.5 754.785 31938.2 -12627.5 -21299.8 -2503.75 22731 -1184.79 -14000.6 3376.76 31675.2 409.135 -2174.01 -10687.3 92203.2 2492.15 9.06557
internal_weight=0 3193 392 48 344 321 2801 1552 70 1249 44 1205 1073 164 909 86 143 119 823 132 800 210 590 56 534 500 99 45 1482 1176
internal_count=4073804 3193 392 48 344 321 2801 1552 70 1249 44 1205 1073 164 909 86 143 119 823 132 800 210 590 56 534 500 99 45 1482 1176
is_linear=0
shrinkage=0.1


Tree=3280
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 4 1 4 6 6 4 3 5 6 4 4 0 0 6 4 3 4 6 6 1 1 6 4 1
split_gain=5.15285e+11 1.44059e+13 4.37076e+13 5.07481e+13 5.58401e+13 4.36371e+13 4.46158e+13 5.13125e+13 4.76486e+13 4.31786e+13 3.96874e+13 4.0546e+13 5.22378e+13 4.73121e+13 9.45163e+13 5.70182e+13 3.65898e+13 4.91398e+13 3.39167e+13 7.85407e+13 4.22819e+13 4.19493e+13 4.06844e+13 3.2508e+13 6.44552e+13 4.99844e+13 7.15402e+13 5.73752e+13 5.61267e+13 3.05603e+13
threshold=83.010000000000005 55.743464250000009 55.676890650000011 55.660117850000006 37.131181300000009 37.131181300000009 19.500000000000004 37.71815560000001 4.5000000000000009 83.820000000000007 189.00000000000003 17.500000000000004 13.500000000000002 3.5000000000000004 98.020000000000024 16.500000000000004 8.5000000000000018 55.721784200000009 55.728148450000006 86.920000000000016 8.5000000000000018 3.5000000000000004 6.5000000000000009 94.02500000000002 95.045000000000016 37.517483500000004 37.290808600000013 87.395000000000024 19.500000000000004 37.318079750000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -6 11 13 -13 14 15 18 17 -4 20 -20 21 -10 -23 25 -25 26 -11 -28 -29 -17
right_child=1 -3 5 4 9 6 -8 -9 10 23 -12 12 -14 -15 -16 29 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=10.922591841515011 254.07122589988867 -943.29470279120835 109422.43794070513 149417.74644531248 -62608.833335306183 -42246.318224344141 -2116.6986479779512 8855.0678833570528 73880.627230257596 43908.305708539607 -82899.070978009258 151694.28965561811 9850.7586216517866 71878.346809374998 -63621.625587697075 35711.716375000004 -50470.285626513883 -19274.207043850805 84839.27880208334 -157865.34752604167 81740.027816936126 33837.650315824467 -104322.25613606772 -173450.23780241935 -24672.509996388755 15079.159617220419 -100660.85861118863 -52679.677595312503 67789.264271763401 -47865.856592261909
leaf_weight=3722681 210138 131558 39 20 198 81 2256 3715 74 101 27 68 42 250 111 75 229 124 30 24 317 47 39 31 480 623 140 125 56 105
leaf_count=3722681 210138 131558 39 20 198 81 2256 3715 74 101 27 68 42 250 111 75 229 124 30 24 317 47 39 31 480 623 140 125 56 105
internal_value=0 -115.804 380.009 111.885 -16730.7 7804.37 9558.88 14821.6 32004.4 -18625.2 36979.1 39717.4 97535.9 33784.5 22198.8 35596.9 -24694.4 11518.2 52084.7 -23029.4 60588.2 18681 -28816.3 -13028.3 -33698.2 -2920.79 -29494.2 -52589.7 -15407.5 -13041.9
internal_weight=0 351123 219565 211912 1774 7653 7261 5005 1290 1754 1209 1182 110 1072 822 711 392 163 531 54 477 160 86 1556 511 1045 422 321 181 180
internal_count=4073804 351123 219565 211912 1774 7653 7261 5005 1290 1754 1209 1182 110 1072 822 711 392 163 531 54 477 160 86 1556 511 1045 422 321 181 180
is_linear=0
shrinkage=0.1


Tree=3281
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 6 4 4 6 5 1 4 6 4 7 4 4 4 6 6 6 0 1 0 4 4 3 6 6
split_gain=6.00961e+11 1.35097e+13 1.07901e+14 6.63281e+13 1.1133e+14 6.37581e+13 4.56014e+13 4.25694e+13 4.6877e+13 4.31151e+13 3.4748e+13 4.0312e+13 3.21442e+13 3.1761e+13 2.84759e+13 7.63113e+13 8.58226e+13 9.36365e+13 3.63067e+13 3.5763e+13 3.25945e+13 3.72985e+13 3.24978e+13 3.2091e+13 5.04949e+13 4.41687e+13 3.78368e+13 3.54145e+13 2.97573e+13 2.92655e+13
threshold=56.83050475000001 56.791379400000004 60.66055595000001 60.590708550000009 60.605526900000008 5.5000000000000009 49.895000000000003 9.5000000000000018 27.500000000000004 95.045000000000016 1.5000000000000002 37.343102500000008 16.500000000000004 142.05000000000004 24.500000000000004 6.0000000000000009 22.500000000000004 16.500000000000004 19.500000000000004 48.945000000000007 96.050000000000011 81.705000000000013 56.818587550000011 60.620042600000012 56.802121050000004 15.500000000000002 12.500000000000002 16.500000000000004 91.02500000000002 134.05000000000004
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 10 7 -4 -7 9 12 -5 -3 -12 13 -9 15 20 17 19 28 -17 21 -6 -20 27 -25 26 29 -22 -19 -26
right_child=-2 2 5 4 14 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 22 -21 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=5.3796530613882556 77.299127938598915 1499.9161980403753 1179.8173338337872 7634.6003167184845 633.31580527178096 -13726.887719486529 -39222.815645795621 13677.803299701198 -2713.0102536915538 -89244.688845264667 10561.683683601907 -7685.7639320735243 45255.218066726949 103198.3982607887 -6758.2037983113032 17050.16223927624 136483.1103880014 -19199.053000398464 8591.89551183189 68795.710906661188 -2363.4200144159227 28842.209551074218 123346.1756148727 26475.205349162472 -54037.885696093756 -73664.168486254144 101111.10228365386 133836.53343750001 -120660.26738281251 36484.646765625002
leaf_weight=3220569 806622 9100 1297 735 7494 1505 1314 703 398 49 1317 14997 1180 42 3674 212 67 299 287 361 420 500 27 118 125 264 26 20 32 50
leaf_count=3220569 806622 9100 1297 735 7494 1505 1314 703 398 49 1317 14997 1180 42 3674 212 67 299 287 361 420 500 27 118 125 264 26 20 32 50
internal_value=0 -19.0841 -1709.32 -211.996 4606.64 -17169 -25611.1 21728.2 28528.3 1579.64 -3451.03 -6212.68 34987.5 18724.6 800.342 3495.94 26294.8 20233.5 -5899.88 49650.8 246.91 2397.69 18459.3 -16559.9 -31946.6 -46771.9 -11450.8 3827.49 -29008 -28174.3
internal_weight=0 3.26718e+06 46613 42497 17083 4116 2819 3107 2323 784 25414 16314 1925 745 13976 10302 1285 1218 645 573 9017 7994 314 1023 583 465 201 440 331 175
internal_count=4073804 3267182 46613 42497 17083 4116 2819 3107 2323 784 25414 16314 1925 745 13976 10302 1285 1218 645 573 9017 7994 314 1023 583 465 201 440 331 175
is_linear=0
shrinkage=0.1


Tree=3282
num_leaves=31
num_cat=0
split_feature=6 1 1 1 1 4 4 0 1 5 3 0 0 0 4 0 1 5 5 3 1 4 4 2 1 1 0 2 4 5
split_gain=5.41257e+11 1.19961e+12 2.80618e+12 2.47875e+12 6.36485e+12 1.55749e+12 1.05697e+13 1.29507e+13 1.96775e+13 1.11196e+13 1.1896e+13 1.10856e+13 5.40593e+12 9.35711e+12 1.0473e+13 9.02086e+12 7.41884e+12 1.21147e+13 7.62614e+12 1.02244e+13 1.45305e+13 8.67539e+12 2.07825e+13 1.3016e+13 1.73329e+13 8.01779e+12 7.02532e+12 1.53516e+13 1.27458e+13 6.32475e+12
threshold=247.90000000000001 107.59716050000002 92.948588300000011 92.791023150000015 91.443676550000006 9.5000000000000018 11.500000000000002 54.724612400000005 47.17130860000001 3.5000000000000004 3.5000000000000004 55.685785750000008 54.707511300000007 53.310923100000004 2.5000000000000004 54.943815050000005 38.247071200000008 2.5000000000000004 3.5000000000000004 6.5000000000000009 47.504912950000005 4.5000000000000009 3.5000000000000004 2892.5000000000005 43.047633000000012 39.723160900000003 55.026775150000006 9651.0000000000018 5.5000000000000009 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 5 12 7 9 -9 10 -7 -10 13 16 -15 -14 17 -2 -18 20 21 22 25 -23 -25 -20 -17 29 -29 -28
right_child=1 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13 15 14 -16 26 18 -19 19 -21 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.0208732194564838 -15197.029343894677 -11370.259926155823 27587.160937500001 -29494.104026442306 52808.685709635414 33476.939150855658 -348.74724426269535 117530.45931199596 66319.259049479166 36307.163296568629 -59877.392702073317 -20686.794848632813 -37956.582441406252 -21702.281801757814 53290.233883457971 37521.882012195121 5046.7670049263234 74525.042601102949 -46014.254199218754 44880.397146739131 -95072.938407545837 -44422.830172413793 -117761.1379076087 98665.650140625017 -19089.549750000002 32752.772014508926 -4156.7448882385497 -121791.74953125001 -8894.3313671875003 32202.145235906864
leaf_weight=4070611 27 73 41 26 24 21 976 31 27 51 39 32 80 25 73 41 505 34 24 23 26 29 23 25 25 28 773 20 20 51
leaf_count=4070611 27 73 41 26 24 21 976 31 27 51 39 32 80 25 73 41 505 34 24 23 26 29 23 25 25 28 773 20 20 51
internal_value=0 1301.46 1597.95 1251.88 1513.72 1107.29 3951.72 24833.6 53023.2 1977.14 -27203.4 19129.5 -700.434 5058.25 34159.5 -5769.24 1349.64 34812 -1533.42 -17902.8 -25925.1 -14250.8 -38610.3 8875.2 39788.1 -3601.24 -2923.95 -4843.26 -65343 -1906.38
internal_weight=0 3193 3120 3079 3053 3029 1177 201 90 111 60 59 1852 867 98 985 769 61 708 203 180 154 75 79 50 52 905 864 40 824
internal_count=4073804 3193 3120 3079 3053 3029 1177 201 90 111 60 59 1852 867 98 985 769 61 708 203 180 154 75 79 50 52 905 864 40 824
is_linear=0
shrinkage=0.1


Tree=3283
num_leaves=31
num_cat=0
split_feature=3 4 6 3 0 4 4 6 6 2 0 1 6 6 0 0 0 6 6 0 6 1 1 4 6 6 6 4 3 6
split_gain=5.35101e+11 3.13708e+12 6.09523e+12 6.12252e+12 1.28563e+13 7.09807e+12 9.30139e+12 1.83816e+13 9.16836e+12 1.07328e+13 8.22621e+12 1.40646e+13 1.98925e+13 6.38524e+12 6.65107e+12 9.65996e+12 9.11839e+12 1.07721e+13 6.06731e+12 6.70137e+12 7.38433e+12 6.87418e+12 1.20288e+13 1.83315e+13 1.22255e+13 2.19364e+13 1.78137e+13 1.31187e+13 8.21819e+12 1.2854e+13
threshold=22.500000000000004 27.500000000000004 82.905000000000015 26.500000000000004 55.539595350000006 30.500000000000004 31.500000000000004 86.030000000000015 106.49500000000002 75.000000000000014 55.667390500000003 60.549354600000008 99.050000000000011 97.020000000000024 55.791814000000009 55.696737300000009 55.883833400000007 105.00500000000001 82.00500000000001 59.933037250000005 48.025000000000013 37.755233900000007 37.804148700000006 29.500000000000004 68.515000000000015 75.605000000000004 43.605000000000011 38.500000000000007 30.500000000000004 65.00500000000001
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 18 4 -4 8 7 -7 9 -6 -8 12 -12 -5 15 -15 -16 -18 19 21 -21 -3 23 -23 26 -26 -25 28 -28 -30
right_child=1 2 3 13 5 6 10 -9 -10 -11 11 -13 -14 14 16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-3.670085731065075 -172.47191568083912 -1130.7806569088875 87494.104459635419 8483.7408808466989 -70212.661076108867 13531.477438836351 -29436.139366319447 95344.87078715481 37241.949900859116 -1022.7768105589314 18287.49066731771 -7122.7834581391144 113522.74924568966 -10972.180505601416 34968.665798611117 -87441.905387369799 -64436.096728515629 640.67201990927424 -34581.105273437504 8269.9478225486873 66388.752323913577 91962.458789062512 1092.2519886560035 -655.507265590614 -80919.789569256769 10849.110006436436 50335.669395805031 -10739.875671600879 47896.63223214286 -45987.237679687503
leaf_weight=4032453 30166 6326 24 597 31 76 45 43 37 81 90 119 29 53 54 24 32 124 48 69 32 30 2465 284 37 88 230 57 35 25
leaf_count=4032453 30166 6326 24 597 31 76 45 43 37 81 90 119 29 53 54 24 32 124 48 69 32 30 2465 284 37 88 230 57 35 25
internal_value=0 357.898 1788.31 7815.52 15847.6 12726.9 19636.9 43094.3 -5916.01 -20173.5 9773.13 17186.6 41496.1 2591.02 -9666.67 -34806.9 -448.59 -12708.4 884.165 1060.06 26683.8 789.831 4527.08 15299.1 12257 -16314.5 17916.9 33117.4 41737.6 8778.35
internal_weight=0 41351 11185 1459 575 551 402 119 149 112 283 238 119 884 287 77 210 156 9726 9678 101 9577 3251 786 756 125 631 347 290 60
internal_count=4073804 41351 11185 1459 575 551 402 119 149 112 283 238 119 884 287 77 210 156 9726 9678 101 9577 3251 786 756 125 631 347 290 60
is_linear=0
shrinkage=0.1


Tree=3284
num_leaves=31
num_cat=0
split_feature=6 1 4 1 3 5 6 3 1 6 6 3 1 3 3 1 1 4 4 3 3 1 7 0 5 1 1 4 6 3
split_gain=5.44447e+11 5.71616e+12 6.88549e+12 8.07661e+12 8.90138e+12 1.10641e+13 1.23546e+13 1.49241e+13 9.47342e+12 1.1702e+13 1.60855e+13 9.05595e+12 1.42334e+13 8.97809e+12 1.3049e+13 7.90708e+12 1.57851e+13 1.1075e+13 1.70433e+13 1.05554e+13 1.24171e+13 3.14959e+13 9.54502e+12 3.76464e+13 9.17243e+12 3.27576e+13 2.60852e+13 1.80885e+13 1.58517e+13 2.93873e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 30.277905650000005 10.500000000000002 4.5000000000000009 149.05000000000004 18.500000000000004 38.958307950000012 149.05000000000004 156.15000000000003 20.500000000000004 38.948208550000011 20.500000000000004 15.500000000000002 37.702956500000006 37.729575300000008 20.500000000000004 19.500000000000004 15.500000000000002 14.500000000000002 30.509101000000005 6.0000000000000009 44.739668300000005 3.5000000000000004 37.768783500000005 37.780517050000007 17.500000000000004 189.00000000000003 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 15 -4 8 6 7 -6 9 -5 -11 -7 -13 14 -8 19 -17 18 22 20 -2 -22 24 -24 25 -18 -26 28 -28 -30
right_child=1 -3 3 4 5 11 13 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=2.5870205061438418 914.62586933270563 -1532.0877517131767 -68295.451988636371 30674.103066406249 7795.8248149671053 29606.903710937502 53909.067480468751 -92604.977167968755 -76430.780182291681 -78665.217996651787 9386.9201028963416 -12353.04170673077 -114467.71168154763 51176.579327256943 -36573.636211993246 71989.173507612184 -93470.497178819453 -61298.687126358695 94046.423437500009 -30444.422339327833 138210.06036931821 -35180.407343749997 -140435.68162202381 21714.726701388892 70428.610298978369 5261.3895981106907 23283.711817760039 -52448.772727272735 -27447.410723357505 48855.827606997285
leaf_weight=4053505 3203 14858 22 40 57 20 28 20 30 42 41 39 21 90 37 39 36 23 23 106 22 20 21 45 78 505 532 44 188 69
leaf_count=4053505 3203 14858 22 40 57 20 28 20 30 42 41 39 21 90 37 39 36 23 23 106 22 20 21 45 78 505 532 44 188 69
internal_value=0 -516.602 2256.43 -9089.53 -6288.39 3400.42 14458.6 -18282.3 -26046 -13757 -35169.6 -28668.2 -48093.2 30723.4 2403.53 3371.79 9148.1 7581.1 8609.15 608.61 1622.98 55643.2 7314.65 -29878.6 9005.25 -1308.57 15130.1 9952.13 13432 -6961.33
internal_weight=0 20299 5441 487 465 312 232 77 153 123 83 80 60 155 65 4954 1603 1564 1541 3351 3245 42 1518 66 1452 541 911 833 789 257
internal_count=4073804 20299 5441 487 465 312 232 77 153 123 83 80 60 155 65 4954 1603 1564 1541 3351 3245 42 1518 66 1452 541 911 833 789 257
is_linear=0
shrinkage=0.1


Tree=3285
num_leaves=31
num_cat=0
split_feature=0 0 3 6 1 1 4 0 1 4 4 6 1 6 4 6 4 0 6 1 6 4 6 5 6 4 4 6 0 6
split_gain=5.248e+11 5.04412e+12 1.31896e+13 1.18385e+13 1.13028e+13 1.4346e+13 2.40986e+13 3.48737e+13 3.8387e+13 3.07431e+13 2.87156e+13 2.45939e+13 2.32931e+13 2.9794e+13 3.95115e+13 2.50329e+13 2.48768e+13 6.31566e+13 3.70813e+13 2.23499e+13 2.33157e+13 2.22548e+13 1.59296e+13 3.53521e+13 1.56426e+13 1.55796e+13 1.53304e+13 3.54957e+13 3.29175e+13 3.17356e+13
threshold=56.115175650000005 56.288960650000007 18.500000000000004 51.015000000000008 47.386825600000002 43.80299105000001 8.5000000000000018 56.228352100000002 37.475446350000006 6.5000000000000009 9.5000000000000018 63.855000000000011 43.862029600000007 93.050000000000011 5.5000000000000009 108.05000000000001 15.500000000000002 56.228352100000002 62.375000000000007 37.804148700000006 91.02500000000002 8.5000000000000018 49.895000000000003 1.5000000000000002 80.720000000000013 16.500000000000004 9.5000000000000018 149.05000000000004 56.128722100000005 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 -9 -2 -10 -8 13 16 15 -15 21 -18 -19 -12 -21 22 -7 -24 -23 -13 -14 28 29 -28
right_child=1 -3 3 -5 -6 12 7 8 10 -11 19 25 26 14 -16 -17 17 18 -20 20 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-21.619114738367088 -3301.0748881616528 -0.47594065599723873 2178.9315707736546 -20575.824485680092 -1689.5858820731553 7052.9885108724302 2754.5636273824061 98154.233178710943 790.59231469977931 -33404.404558997652 -66528.510070082717 25794.648830274498 3170.7799030926162 66869.645943509619 133139.08751775569 -79924.36467633929 -318.49827792129855 43070.113037677147 147076.24117324562 -23283.043675141555 73535.121867487978 651.48588747969302 -76186.723400160845 27945.326821356797 -43954.143393132719 5858.5048523239657 -5039.2161266178064 -70798.381613498263 1322.7023158595839 -32612.279344670911
leaf_weight=2989263 8709 1006471 396 541 13178 1912 4229 32 777 353 119 920 24519 26 44 21 227 86 57 574 26 2675 34 793 81 683 1794 72 14648 544
leaf_count=2989263 8709 1006471 396 541 13178 1912 4229 32 777 353 119 920 24519 26 44 21 227 86 57 574 26 2675 34 793 81 683 1794 72 14648 544
internal_value=0 59.5876 833.921 -10959.1 977.181 1526.67 -1021.41 3229.25 -10218.7 -4473.72 -12536.9 6752.66 2407 8255.78 65036.5 1280.83 7374.79 32473.2 84527.1 -26939.4 -19087.6 5684.81 12068.5 23664.2 -659.492 17300.3 1569.15 -733.027 -436.035 -11454.8
internal_weight=0 1.08454e+06 78070 937 77133 63955 16422 7360 1528 9062 1496 5832 47533 5956 91 47 5865 370 143 719 600 5495 2739 827 2756 1603 41577 17058 16986 2338
internal_count=4073804 1084541 78070 937 77133 63955 16422 7360 1528 9062 1496 5832 47533 5956 91 47 5865 370 143 719 600 5495 2739 827 2756 1603 41577 17058 16986 2338
is_linear=0
shrinkage=0.1


Tree=3286
num_leaves=31
num_cat=0
split_feature=6 5 1 2 0 1 5 2 3 0 0 2 4 1 1 1 6 1 1 0 4 3 4 5 2 2 0 7 2 1
split_gain=5.45088e+11 1.09008e+12 3.74276e+12 5.77541e+12 2.49927e+12 3.15563e+12 1.82466e+12 7.4451e+12 7.91015e+12 1.66996e+13 7.54255e+12 1.32002e+13 1.23309e+13 1.15449e+13 9.99577e+12 7.00943e+12 6.65793e+12 5.04545e+12 9.10206e+12 1.0821e+12 5.48995e+12 1.86824e+13 2.54803e+12 2.27609e+12 7.27858e+12 7.95925e+12 4.0239e+12 2.1067e+13 1.87606e+12 5.45165e+12
threshold=247.90000000000001 8.5000000000000018 49.095306150000006 2970.5000000000005 59.864072000000007 39.044653900000007 6.5000000000000009 6877.0000000000009 1.5000000000000002 55.595177750000005 59.950512650000007 2828.5000000000005 4.5000000000000009 37.475446350000006 30.389265100000003 47.899251850000006 189.00000000000003 30.345769800000003 30.303340300000002 42.965693300000005 9.5000000000000018 4.5000000000000009 4.5000000000000009 6.5000000000000009 2892.5000000000005 3191.5000000000005 43.051287600000009 6.0000000000000009 2875.5000000000005 39.079932600000006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 8 9 -8 11 13 -13 14 17 16 -14 18 -10 20 21 22 -2 26 -25 -26 27 -21 29 -28
right_child=19 2 -4 -5 -6 -7 7 -9 10 -11 -12 12 15 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.70251944420536894 11355.612997159093 -27288.772656250003 -22165.633815104171 62168.147163722831 34295.201811079547 18603.454926589442 90546.387250000014 -64954.82779017857 34291.43744612069 -27523.694229789406 -56481.41787739416 -88635.797569444461 -3735.9541489955359 71353.918434244799 -58919.007990056823 31020.890964084203 -73939.931729403412 46572.480925436583 -49946.681929347833 -84137.853380166343 54336.765370244568 -71460.415939453131 58471.129866536467 57859.191029094829 -47679.622753906253 27089.513258928575 2532.1159306083759 28324.245963541671 3058.87181284602 -12516.506248286119
leaf_weight=4070127 22 31 30 23 22 29 25 21 29 23 31 27 35 30 22 27 22 34 23 31 23 25 24 29 24 35 776 36 1819 349
leaf_count=4070127 22 31 30 23 22 29 25 21 29 23 31 27 35 30 22 27 22 34 23 31 23 25 24 29 24 35 776 36 1819 349
internal_value=0 -1.02448 8984.75 17884.9 5463.94 -5107.53 -1.3225 -7231.69 -3536 33971.1 -9965.79 -4174.69 -29847.2 16474.9 1230.78 -10950.9 -30832.2 16617.9 -2967.73 1306.06 11876.2 -1878.59 35937.6 985.443 16837.9 -3325.05 522.135 -23710.5 1073.62 -2136.3
internal_weight=0 4.07061e+06 135 105 82 60 4.07048e+06 349 328 48 280 249 111 138 108 84 57 86 52 3193 94 71 46 3099 88 59 3011 67 2944 1125
internal_count=4073804 4070611 135 105 82 60 4070476 349 328 48 280 249 111 138 108 84 57 86 52 3193 94 71 46 3099 88 59 3011 67 2944 1125
is_linear=0
shrinkage=0.1


Tree=3287
num_leaves=31
num_cat=0
split_feature=1 1 4 7 0 6 4 0 6 5 6 3 4 6 6 0 0 6 6 6 6 3 3 0 4 1 0 0 0 0
split_gain=5.30242e+11 1.407e+13 6.74273e+13 5.68594e+13 7.059e+13 3.77909e+13 3.56904e+13 3.5156e+13 2.96925e+13 2.71401e+13 2.97216e+13 2.48273e+13 2.97712e+13 2.89861e+13 2.45917e+13 2.36066e+13 2.18485e+13 1.81083e+13 1.44233e+13 1.39087e+13 2.25705e+13 2.03181e+13 2.53927e+13 1.22051e+13 1.21666e+13 1.21175e+13 4.18217e+13 3.13028e+13 2.83879e+13 2.85142e+13
threshold=61.273924650000005 61.29689960000001 12.500000000000002 6.0000000000000009 55.193450100000007 79.015000000000015 9.5000000000000018 55.183288250000011 59.245000000000012 2.5000000000000004 48.025000000000013 10.500000000000002 17.500000000000004 89.00500000000001 116.05000000000001 55.193450100000007 55.173955500000005 92.02500000000002 47.805000000000007 92.02500000000002 81.705000000000013 4.5000000000000009 2.5000000000000004 55.183288250000011 15.500000000000002 60.770858000000011 56.638205000000006 55.60524465000001 56.986919400000012 56.791379400000004
decision_type=2 2 2 2 2 2 2 2 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 6 5 17 9 16 -7 -8 10 15 19 13 -13 -15 -4 -2 18 -5 20 -9 22 -21 -10 -12 -1 27 -27 29 -28
right_child=1 -3 3 4 -6 7 8 11 23 -11 24 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.7191504751604576 28344.849747412896 16.761913146691473 26794.935612051184 1671.7437094830454 -30700.800450022318 4014.5151178440124 2088.7664710039794 136982.80594758067 3254.1728326365437 -17777.62606235655 7875.0126968383793 -86575.947858796295 106701.78901499156 84989.546669921881 -43051.257096354173 -12289.301863721392 3898.8233074378754 -10147.542635205768 31017.186326910582 100190.28009643556 38714.591416529605 70955.468346133479 241706.98266369049 -10917.110627031012 46832.568479655703 -7701.3574619809551 -2156.0734458931565 -34180.8337626016 -21384.360148288892 8697.7539252042716
leaf_weight=2887841 620 1154594 339 235 477 119 6024 31 724 177 96 27 37 40 24 284 891 213 583 32 95 59 21 3785 486 4551 6493 495 552 3859
leaf_count=2887841 620 1154594 339 235 477 119 6024 31 724 177 96 27 37 40 24 284 891 213 583 32 95 59 21 3785 486 4551 6493 495 552 3859
internal_value=0 56.8361 3057.64 15549.8 1107.54 27215 -442.947 51231.2 -2504.75 18786.8 24157.6 66583.1 31068.5 316.496 36974.2 8978.04 13929.6 15823.9 22586.6 85683.5 62891.7 111324 156263 -8641.66 40406.6 -22.9007 -2771.62 -10298.9 711.765 1890
internal_weight=0 1.17001e+06 15419 3375 1508 1867 12044 485 10533 1382 1205 366 128 91 64 623 1511 1031 818 238 126 112 53 4509 582 2.90379e+06 15950 5046 10904 10352
internal_count=4073804 1170013 15419 3375 1508 1867 12044 485 10533 1382 1205 366 128 91 64 623 1511 1031 818 238 126 112 53 4509 582 2903791 15950 5046 10904 10352
is_linear=0
shrinkage=0.1


Tree=3288
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 4 1 1 1 3 1 3 6 4 0 6 4 6 3 3 6 6 0 1 1 6 6 4 3
split_gain=5.13325e+11 1.18135e+13 3.54632e+13 4.13216e+13 4.52587e+13 3.53577e+13 3.62123e+13 4.15888e+13 4.27435e+13 4.42753e+13 1.33533e+14 5.97083e+13 5.23113e+13 7.43905e+13 1.03205e+14 3.73574e+13 3.48833e+13 3.1922e+13 3.82343e+13 3.31178e+13 3.05426e+13 3.14494e+13 6.31934e+13 2.85521e+13 4.4314e+13 7.19049e+13 5.55183e+13 3.60833e+13 2.83591e+13 3.38843e+13
threshold=83.010000000000005 55.743464250000009 55.676890650000011 55.660117850000006 37.131181300000009 37.131181300000009 19.500000000000004 37.71815560000001 37.631035900000008 37.517483500000004 6.5000000000000009 37.586700500000006 2.5000000000000004 87.395000000000024 5.5000000000000009 55.696737300000009 83.820000000000007 4.5000000000000009 128.05000000000004 16.500000000000004 6.5000000000000009 114.05000000000001 130.05000000000004 55.728148450000006 49.176406850000006 52.380799750000001 156.15000000000003 142.05000000000004 17.500000000000004 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 20 7 8 9 17 12 -12 -11 -14 -15 -10 -6 -7 19 28 21 -4 -23 27 -25 26 -26 -9 29 -19
right_child=1 -3 5 4 16 6 -8 23 15 10 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=10.901791781682334 220.19356482017344 -864.929161788285 -20852.708523837005 134474.08765624999 -56345.273571654041 -33769.18702491554 -1918.3957205887382 2617.8172253607227 102413.47185329862 109477.85024007161 -266429.91168981482 -47171.432583220114 102607.1424194336 60665.81606820914 -207561.638671875 33839.273368005088 -11781.078113994256 30294.238806706115 -62137.074059416125 -76785.044089673916 -56565.128770407653 176441.35434027779 -29846.051183712123 -7505.8815189453126 47853.939004674146 5546.1311339398781 203398.72529296877 -66331.344096123416 101811.44078525642 124807.75392530489
leaf_weight=3722681 210138 131558 176 20 198 74 2256 1935 126 48 27 23 32 26 32 215 1556 507 38 23 156 27 33 500 523 654 24 79 78 41
leaf_count=3722681 210138 131558 176 20 198 74 2256 1935 126 48 27 23 32 26 32 215 1556 507 38 23 156 27 33 500 523 654 24 79 78 41
internal_value=0 -115.583 333.407 91.891 -15106.1 7020.99 8600.32 13341.6 28810.9 17899.4 -25557.7 -165571 25171.8 -19791.5 -87321.7 59177.5 -16811.7 28635.2 35357.1 41065.5 -22232.8 461.526 62983.3 7970.04 17509.4 27923.7 54678.6 -86.7427 45395.5 37365.5
internal_weight=0 351123 219565 211912 1774 7653 7261 5005 1290 949 188 50 138 90 58 341 1754 761 687 649 392 236 60 3715 1701 1201 547 2014 626 548
internal_count=4073804 351123 219565 211912 1774 7653 7261 5005 1290 949 188 50 138 90 58 341 1754 761 687 649 392 236 60 3715 1701 1201 547 2014 626 548
is_linear=0
shrinkage=0.1


Tree=3289
num_leaves=31
num_cat=0
split_feature=0 0 4 1 2 6 1 4 4 6 6 6 6 6 7 4 6 1 4 6 5 6 6 1 6 1 4 6 4 7
split_gain=5.86963e+11 7.26642e+12 4.83028e+13 1.84494e+13 1.27997e+14 5.47559e+13 2.9505e+13 2.0385e+13 3.09608e+13 2.03109e+13 2.58863e+13 1.97589e+13 1.62097e+13 1.93021e+13 2.04373e+13 1.47334e+13 3.00857e+13 2.22926e+13 1.87911e+13 1.84297e+13 1.65475e+13 1.30957e+13 1.25881e+13 1.2094e+13 1.18991e+13 1.17597e+13 1.15673e+13 1.63968e+13 1.58785e+13 1.39041e+13
threshold=57.892117950000006 57.670849000000011 16.500000000000004 39.803839700000005 4137.5000000000009 58.995000000000012 39.873894000000007 3.5000000000000004 2.5000000000000004 116.05000000000001 168.45000000000002 84.810000000000016 134.05000000000004 62.625000000000007 6.0000000000000009 7.5000000000000009 98.020000000000024 39.777866350000004 8.5000000000000018 80.030000000000015 1.5000000000000002 110.01500000000001 83.010000000000005 61.438154000000004 105.00500000000001 56.240615550000008 5.5000000000000009 90.045000000000016 11.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 23 15 -11 -8 13 -10 -15 19 17 18 -17 -3 -21 24 -20 -6 26 -23 27 -9 29 -28
right_child=-2 2 -4 4 7 6 11 21 12 10 -12 -13 -14 14 -16 16 -18 -19 22 20 -22 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.0676872605056398 101.68400570248646 3450.2952286617883 -19447.514493273233 -15757.550849412801 -15924.909909076227 -31138.167125765078 -68809.655545099435 -4553.85481180837 21443.213368354125 -88407.963874421301 34670.304406250005 -170333.64508928571 -61016.645371093757 78718.592711433535 -15732.742313058037 -41557.493805700236 -66059.923365289389 4782.6332619111827 -2964.6644809574864 105072.13378125001 20724.957776354029 88101.778884887695 -28869.781209477689 16814.281231760422 -77270.865585937499 -638.21914585658487 2710.4314527046663 -78975.516080729169 -18332.785805826825 20301.214184092598
leaf_weight=3545604 498251 8196 1438 1960 328 314 220 2247 544 54 25 21 20 126 28 135 71 4270 5669 25 334 32 194 172 20 28 2605 30 300 543
leaf_count=3545604 498251 8196 1438 1960 328 314 220 2247 544 54 25 21 20 126 28 135 71 4270 5669 25 334 32 194 172 20 28 2605 30 300 543
internal_value=0 -14.1696 -1565.28 -663.36 -4251.13 -23609.3 -51337.9 2681.2 14442.9 1140.26 -49459.1 -77656.1 27747.6 30291 61545.6 1351.83 -1188.33 -739.758 -4671.17 4421.69 26598.7 213.366 -3821.84 -4662.63 -272.027 46689.8 -3.03576 -5534.38 3649.77 5744.67
internal_weight=0 3.57555e+06 29949 28511 9538 2515 555 7023 1218 18973 79 241 718 698 154 18894 10339 10268 5998 8555 359 5805 5863 500 5745 60 5725 2277 3448 3148
internal_count=4073804 3575553 29949 28511 9538 2515 555 7023 1218 18973 79 241 718 698 154 18894 10339 10268 5998 8555 359 5805 5863 500 5745 60 5725 2277 3448 3148
is_linear=0
shrinkage=0.1


Tree=3290
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 1 0 3 4 5 6 0 4 6 4 1 6 6 6 1 3 0 4 6 1 5 1 7 1
split_gain=5.58293e+11 1.1274e+13 3.58372e+13 5.04655e+13 4.66449e+13 4.69197e+13 6.45816e+13 5.38938e+13 4.60239e+13 3.77139e+13 3.2654e+13 3.08085e+13 3.43965e+13 4.0563e+13 3.62676e+13 4.17826e+13 2.85936e+13 2.72273e+13 2.61751e+13 2.38143e+13 2.33759e+13 2.24467e+13 2.21905e+13 2.14364e+13 3.00922e+13 3.68561e+13 2.65365e+13 2.29222e+13 3.22645e+13 3.48265e+13
threshold=56.83050475000001 56.850115550000005 60.590708550000009 60.549354600000008 20.500000000000004 24.500000000000004 60.620042600000012 56.838524800000009 12.500000000000002 29.500000000000004 3.5000000000000004 45.005000000000003 56.838524800000009 4.5000000000000009 85.020000000000024 12.500000000000002 60.620042600000012 110.01500000000001 108.05000000000001 63.855000000000011 53.187400150000009 16.500000000000004 56.838524800000009 19.500000000000004 76.605000000000004 60.605526900000008 1.5000000000000002 60.605526900000008 6.0000000000000009 60.620042600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 7 9 -6 11 -7 17 -5 13 19 -15 -16 -9 22 -17 -13 -2 23 -10 27 26 -26 -25 -4 -29 -30
right_child=1 -3 4 8 5 6 -8 16 10 -11 -12 12 -14 14 15 18 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-18.39412691173521 -8553.6962340638565 0.62373964126492398 -5716.110162951828 -1536.8255970714154 -29881.566985141038 -22398.225888756526 18058.132215684145 -25523.092464524874 76355.429345069002 7548.0403243072469 -42871.71294341216 38615.169242527176 5114.9826533407831 23114.11946300988 93797.685580977181 57310.261124863733 28907.713553627531 146961.14677083335 -29618.257196255392 -86469.345407986111 4342.112789827871 40220.431310876622 25962.203473081685 60724.813807744569 153990.75690789474 4297.9014900996763 -40228.472037760424 2148.5483235877632 91169.205287388409 17019.828415265241
leaf_weight=3267182 1708 776305 3346 1129 1547 1269 1091 147 154 629 37 23 972 737 189 86 281 30 58 45 7940 154 202 46 38 29 60 7634 70 666
leaf_count=3267182 1708 776305 3346 1129 1547 1269 1091 147 154 629 37 23 972 737 189 86 281 30 58 45 7940 154 202 46 38 29 60 7634 70 666
internal_value=0 74.5045 1966.31 5852.72 -1075.26 -9232.44 -1329.61 -21192.7 15847.4 -12474 46869.2 11796.1 18930.1 30730 35489.4 62878.6 10213 55471.3 22297.4 -44161.3 2059.15 2287.04 47761.5 1795.68 36739.4 89198.3 3581.44 1279.7 4076.35 24072.1
internal_weight=0 806622 30317 13310 17007 4964 2989 1975 3662 1898 423 3239 2110 1138 1070 333 428 386 144 68 9648 12043 356 11889 173 67 106 11716 8370 736
internal_count=4073804 806622 30317 13310 17007 4964 2989 1975 3662 1898 423 3239 2110 1138 1070 333 428 386 144 68 9648 12043 356 11889 173 67 106 11716 8370 736
is_linear=0
shrinkage=0.1


Tree=3291
num_leaves=31
num_cat=0
split_feature=2 6 1 3 1 6 0 2 1 0 0 6 4 0 0 3 0 1 4 1 0 1 4 0 0 0 6 4 0 6
split_gain=5.51664e+11 5.47831e+12 2.94511e+13 2.99927e+13 3.7824e+13 2.05393e+13 2.90949e+13 3.1257e+13 2.3728e+13 3.43768e+13 2.19023e+13 1.91201e+13 3.69866e+13 5.4755e+13 3.58944e+13 2.94419e+13 1.56588e+13 1.50645e+13 2.1377e+13 1.35347e+13 1.43878e+13 1.2982e+13 2.14503e+13 1.24135e+13 1.4653e+13 2.64628e+13 3.36117e+13 2.32906e+13 2.04238e+13 2.8836e+13
threshold=451.00000000000006 134.05000000000004 37.131181300000009 11.500000000000002 37.318079750000003 130.05000000000004 55.676890650000011 75.000000000000014 37.46219940000001 56.228352100000002 55.539595350000006 156.15000000000003 17.500000000000004 55.749683450000006 55.858844800000007 20.500000000000004 55.743464250000009 37.873748150000004 18.500000000000004 36.865631950000008 55.81943720000001 37.290808600000013 21.500000000000004 56.385857200000011 55.812023600000011 55.840017500000009 168.45000000000002 3.5000000000000004 55.783232450000007 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 19 23 -5 -1 10 -8 21 16 -7 12 13 -6 15 -14 -10 18 -13 -3 -21 -9 -23 24 27 26 -26 -4 -29 -30
right_child=-2 2 3 4 11 6 7 8 9 -11 -12 17 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=81.444497245636327 -16.433027506867802 -7734.8993088413299 33247.254458411655 156682.11393750002 -8845.4084375000002 -65118.160031960229 -159884.14984375003 -14705.919386985086 -13054.476879340278 -89391.197460937503 47700.345312500001 -67798.691820790817 -26702.467135416664 179809.70513671875 -90791.909570312506 105818.55169613488 67512.464047475965 58337.599158653851 49064.492255434787 -104130.58087713068 -7876.2797688802084 -140971.29144965278 -42032.779813058034 -57363.313884943178 124125.53244680852 8335.6043574872801 -15875.196412037038 -7505.5567176862114 -153138.93489583334 1877.2845052083333
leaf_weight=675258 3396489 71 133 25 25 22 20 44 45 32 79 49 30 40 26 38 52 26 23 44 24 36 56 33 47 433 27 529 24 24
leaf_count=675258 3396489 71 133 25 25 22 20 44 45 32 79 49 30 40 26 38 52 26 23 44 24 36 56 33 47 433 27 529 24 24
internal_value=0 82.4057 5801.13 9800.02 39258.4 68.2621 -22992.6 -39336.4 -30238.4 485.879 23126 27835.9 49249.6 107250 9142.99 47353.4 30136 -6906.89 -30467.4 -38273.1 -70158.5 -59381.3 -80747.8 3154.21 4795.19 17780.2 73044.2 -4477.23 -13172.8 -75630.8
internal_weight=0 677315 1671 1532 282 675644 386 285 265 129 101 257 159 65 94 68 97 98 72 139 68 136 92 1250 1217 507 74 710 577 48
internal_count=4073804 677315 1671 1532 282 675644 386 285 265 129 101 257 159 65 94 68 97 98 72 139 68 136 92 1250 1217 507 74 710 577 48
is_linear=0
shrinkage=0.1


Tree=3292
num_leaves=31
num_cat=0
split_feature=0 0 7 1 1 1 6 4 1 6 2 1 3 6 6 7 1 6 1 6 4 6 4 0 0 4 3 6 3 1
split_gain=5.38167e+11 1.78058e+13 5.72424e+13 3.94229e+13 3.20516e+13 2.51315e+13 2.28239e+13 2.45555e+13 1.90171e+13 1.61208e+13 1.49085e+13 1.41189e+13 1.98846e+13 3.39691e+13 1.789e+13 1.39119e+13 2.04029e+13 4.38098e+13 3.98621e+13 4.62895e+13 3.80334e+13 3.07685e+13 2.84143e+13 8.40771e+13 6.8455e+13 4.16768e+13 2.48271e+13 2.03169e+13 1.87091e+13 4.26982e+13
threshold=57.57007620000001 57.205086850000008 6.0000000000000009 65.493200550000012 39.908802000000009 59.999510900000011 59.025000000000013 10.500000000000002 40.024897700000004 45.305000000000007 5444.0000000000009 39.873894000000007 5.5000000000000009 91.02500000000002 77.010000000000005 6.0000000000000009 39.873894000000007 68.00500000000001 39.843340650000009 105.00500000000001 10.500000000000002 130.05000000000004 8.5000000000000018 57.60122925000001 57.634352600000007 20.500000000000004 1.5000000000000002 52.990000000000002 1.5000000000000002 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 11 -5 -10 -8 13 -13 -14 -2 18 27 28 22 -19 -21 -20 25 26 -24 -25 -18 29 -17
right_child=15 2 3 9 -6 -7 7 -9 10 -11 -12 12 14 -15 -16 16 17 20 19 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.69006408618768711 439.02759683520566 -7137.3894317343256 -9837.1726314130356 -2194.8935540298821 17185.841364728763 -1439.0070715267773 -17970.297418947659 -48828.075037998547 -66768.369853515629 -37771.478482343045 -22496.248453952954 2318.4239876827119 10010.149409179689 88262.337210648155 -81903.158832465284 -3536.0708351255853 -3028.1072823228769 -17093.535897990849 -1205.9007849950799 145644.89973260788 -2442.4643897785154 -339.67755681818181 -21029.02301766532 -6091.6253917347303 7066.9801453882337 18863.435294493855 105747.75033238606 3344.4346175264104 -594.32126212508547 13411.79282336422
leaf_weight=3485099 381241 5338 534 297 2465 5604 677 257 105 223 276 310 40 54 45 2910 14645 3598 1337 42 3491 22 392 22 147 789 203 7599 153003 3039
leaf_count=3485099 381241 5338 534 297 2465 5604 677 257 105 223 276 310 40 54 45 2910 14645 3598 1337 42 3491 22 392 22 147 789 203 7599 153003 3039
internal_value=0 -14.6968 -3319.76 7966.79 12374.1 -6445.64 -10396.2 -20257.8 -15385.5 -17451.8 -34697.2 -8851.02 4898.98 15068.3 -38649.8 89.8865 -606.137 -3032.81 -166.489 11343.5 -9878.57 95462.7 9480.69 18680.9 60138.8 5622.25 94812.3 -851.118 -380.394 5121.61
internal_weight=0 3.50132e+06 16225 3519 2999 12706 7102 1764 1507 520 381 1126 449 364 85 572480 191239 29333 161906 2954 7089 64 2890 1553 372 1181 225 22244 158952 5949
internal_count=4073804 3501324 16225 3519 2999 12706 7102 1764 1507 520 381 1126 449 364 85 572480 191239 29333 161906 2954 7089 64 2890 1553 372 1181 225 22244 158952 5949
is_linear=0
shrinkage=0.1


Tree=3293
num_leaves=31
num_cat=0
split_feature=0 6 6 3 1 7 6 3 1 0 3 6 6 0 4 3 3 6 1 2 2 6 6 6 3 1 6 1 6 3
split_gain=5.3521e+11 3.89563e+12 1.13452e+13 6.95227e+12 1.3381e+13 1.24283e+13 5.73834e+12 2.3647e+13 1.49382e+13 1.1191e+13 1.15642e+13 9.84803e+12 9.42514e+12 1.49618e+13 1.19731e+13 7.35392e+12 4.54218e+12 3.87079e+12 3.8525e+12 3.83915e+12 3.75509e+12 7.33277e+12 1.5217e+13 2.62149e+13 4.53807e+12 3.72787e+12 8.16703e+12 5.08413e+12 1.22974e+13 6.01009e+12
threshold=61.78914120000001 98.020000000000024 99.050000000000011 7.5000000000000009 50.298521650000005 6.0000000000000009 89.00500000000001 4.5000000000000009 40.377616600000003 63.565651350000003 7.5000000000000009 88.825000000000003 93.050000000000011 63.565651350000003 5.5000000000000009 6.5000000000000009 7.5000000000000009 118.04500000000002 86.169282750000022 8009.5000000000009 10876.500000000002 108.05000000000001 128.05000000000004 189.00000000000003 4.5000000000000009 54.62357655000001 110.01500000000001 53.252814850000007 118.04500000000002 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 6 -3 5 -5 20 11 12 -9 10 15 -2 13 14 -8 -10 -11 -6 19 -14 25 24 -23 -24 -22 27 -27 29 -29 -4
right_child=1 2 3 4 17 -7 7 8 9 16 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=3.0375058750701553 -486.65303517815829 80112.570982142861 2795.8570005580359 87917.760770089284 -27502.756274414063 -73015.183771306823 28595.276794433594 -96255.332257401315 -41545.822421875004 29862.769748263891 7149.5476902173923 57818.206478987064 367.90784505208336 -16189.594463315218 116345.60000000001 -119897.12391304348 -29574.617812500001 29906.13093580163 10709.544274259868 -51870.067968750001 82086.542527173922 -45099.0618359375 112087.2436875 -24580.654309082034 16955.059707031251 -60596.720078125007 20713.827497209822 64179.103597861846 -14332.674525669643 -46707.083056640629
leaf_weight=4045394 27477 21 105 28 24 22 48 38 25 36 23 29 24 46 23 23 20 23 38 34 23 40 25 32 20 30 21 38 42 32
leaf_count=4045394 27477 21 105 28 24 22 48 38 25 36 23 29 24 46 23 23 20 23 38 34 23 40 25 32 20 30 21 38 42 32
internal_value=0 -432.521 8093.33 5098.47 33193 198.27 -593.351 -12830.6 -41248.3 -24789.5 -51152.7 -425.181 9183.15 28237.6 57021.4 -79089.2 8635.13 590.954 -14039.5 -30254.4 4146.05 17419.5 2181.83 35361.4 51792.8 -2787.83 -27115.9 2929.82 22960.4 -8766.87
internal_weight=0 28410 526 505 75 430 27884 378 165 127 71 27506 213 117 71 48 56 47 96 58 408 140 97 57 43 268 51 217 80 137
internal_count=4073804 28410 526 505 75 430 27884 378 165 127 71 27506 213 117 71 48 56 47 96 58 408 140 97 57 43 268 51 217 80 137
is_linear=0
shrinkage=0.1


Tree=3294
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 4 6 6 6 6 6 5 0 0 4 4 4 0 6 0 0 4 6 6 3 4 5 6
split_gain=5.29367e+11 6.12987e+12 4.93552e+13 3.18996e+13 3.12229e+13 6.40852e+13 3.10532e+13 2.7715e+13 3.46861e+13 3.25211e+13 2.72042e+13 1.77605e+13 2.74861e+13 1.60138e+13 1.55987e+13 1.51591e+13 1.61918e+13 1.42913e+13 1.38657e+13 1.6541e+13 1.28761e+13 1.27308e+13 1.24396e+13 1.86931e+13 4.33708e+13 2.72485e+13 1.23123e+13 1.22338e+13 1.16192e+13 1.40612e+13
threshold=60.571186450000006 60.549354600000008 56.858606850000008 56.83050475000001 56.838524800000009 9.5000000000000018 56.760749800000006 11.500000000000002 71.715000000000018 70.00500000000001 91.02500000000002 104.01000000000001 85.020000000000024 2.5000000000000004 56.872182500000008 56.791379400000004 18.500000000000004 9.5000000000000018 14.500000000000002 56.818587550000011 36.605000000000011 56.638205000000006 56.850115550000005 16.500000000000004 82.905000000000015 86.030000000000015 12.500000000000002 2.5000000000000004 2.5000000000000004 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 3 6 5 -5 21 9 -9 14 15 12 28 -10 20 16 -8 -6 -12 -20 -4 -3 23 25 -25 -19 -14 -17 29 -7
right_child=-2 2 7 4 17 11 10 8 13 -11 18 -13 26 -15 -16 27 -18 22 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-13.46929282433913 53.283590768545892 -17291.681454517802 13956.175057344661 2271.576769651017 11219.920842255939 30958.381499782532 -2070.2903059198616 -12906.200686255506 -86745.851588384787 30813.593244000531 -1470.6893669577207 4627.2389391447368 72294.342558808377 -36586.530496830645 -2268.4099458401965 42851.03558152722 -32447.840718281481 -24511.810466364506 -30213.188654581711 -97851.41728431439 -19307.076113522005 16869.525625051283 384.18508920748633 -27061.276176883013 129198.83254076086 -121694.69619932433 140709.662569943 -1870.7541835532052 -3653.5923721590912 71361.135177228003
leaf_weight=2779596 1279102 122 129 795 752 238 356 1252 83 237 68 95 91 273 2178 62 346 131 96 58 1189 1031 603 78 23 37 37 4556 55 135
leaf_count=2779596 1279102 122 129 795 752 238 356 1252 83 237 68 95 91 273 2178 62 346 131 96 58 1189 1031 603 78 23 37 37 4556 55 135
internal_value=0 -24.3873 -2033.36 2193.98 10634.4 21321.9 -1676.37 -9762.24 -20737.9 -5034.43 -4782.79 44586.1 51413.6 -48281 -7464.63 -3351.57 -17042.7 1118.28 -39080.4 -55687.3 -16051.4 13254.9 -7593.23 -25475.7 8522.71 -45915.2 92070.6 -1270.33 39254.4 45581.4
internal_weight=0 2.7947e+06 15106 9765 3070 1446 6695 5341 1608 3733 5542 651 556 356 3496 5320 702 1624 222 154 1318 1153 872 269 101 168 128 4618 428 373
internal_count=4073804 2794702 15106 9765 3070 1446 6695 5341 1608 3733 5542 651 556 356 3496 5320 702 1624 222 154 1318 1153 872 269 101 168 128 4618 428 373
is_linear=0
shrinkage=0.1


Tree=3295
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 7 4 6 1 1 0 4 5 6 4 1 1 1 0 1 4 1 1 4 4 6 1 6 1 6
split_gain=5.53685e+11 1.74509e+13 1.70207e+13 1.99425e+13 2.66973e+13 2.14372e+13 2.19369e+13 1.93726e+13 1.59548e+13 1.52711e+13 2.39917e+13 2.87713e+13 1.40252e+13 2.55913e+13 3.8808e+13 1.60756e+13 1.69896e+13 1.31174e+13 1.29342e+13 9.1991e+13 7.02241e+13 4.3771e+13 6.9389e+13 3.59703e+13 5.50994e+13 2.70376e+13 3.80533e+13 2.67216e+13 3.33568e+13 2.80233e+13
threshold=56.760749800000006 56.791379400000004 61.273924650000005 17.500000000000004 49.485000000000007 6.0000000000000009 26.500000000000004 110.01500000000001 60.516422150000004 60.549354600000008 56.782540950000005 25.500000000000004 2.5000000000000004 59.815000000000005 5.5000000000000009 60.549354600000008 50.815483650000004 60.605526900000008 56.818587550000011 60.66055595000001 9.5000000000000018 60.590708550000009 60.605526900000008 16.500000000000004 27.500000000000004 47.005000000000003 37.804148700000006 118.04500000000002 60.571186450000006 91.02500000000002
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 12 -5 6 7 8 -6 -7 -11 -12 13 -2 -15 16 -14 -17 19 21 -21 25 23 -23 -25 -3 -27 29 -29 -28
right_child=1 18 -4 4 5 9 -8 -9 -10 10 11 -13 15 14 -16 17 -18 -19 -20 20 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-19.401153233202272 4716.6103402569333 121.41722291947463 -14938.376005559709 4406.5428337615012 13290.559364013672 9455.69492164025 39731.969927408856 -67416.124872622284 -16429.569362694787 -17540.360254128198 -2437.9823407221106 45727.546436197918 -30723.329191300676 24566.667725854801 -13335.626656794842 -8677.4967588611307 18121.656023843585 8339.2185122641295 62.895828322988962 -8023.7844870018525 -43492.588742079497 5235.6213405595608 267.03165780132127 41205.524481671127 -2591.8006472215247 14816.738479788122 -9356.9954315344585 5003.4169208829371 139629.89687500001 -37606.944064083618
leaf_weight=3190275 13601 8169 554 4744 200 1027 75 69 1865 880 716 150 74 321 1705 603 1889 1821 821453 1564 868 1128 10601 1039 397 667 6890 63 26 370
leaf_count=3190275 13601 8169 554 4744 200 1027 75 69 1865 880 716 150 74 321 1705 603 1889 1821 821453 1564 868 1128 10601 1039 397 667 6890 63 26 370
internal_value=0 70.0543 2428.66 2752.17 -962.492 -6075.04 -13424.6 -15292.8 -13551.1 -220.332 -5911.79 5904.78 4557.35 3154.75 -7330.38 9553.56 16280.3 4106.1 -13.6875 -1993.1 -20682.9 -444.425 3837.46 18599.6 29097.2 -3927.34 -8053.38 -10129.1 44332.5 -10796.7
internal_weight=0 883529 30294 29740 9726 4982 2209 2134 2065 2773 1746 866 20014 15627 2026 4387 1963 2424 853235 31782 2432 29350 13165 2564 1436 16185 8016 7349 89 7260
internal_count=4073804 883529 30294 29740 9726 4982 2209 2134 2065 2773 1746 866 20014 15627 2026 4387 1963 2424 853235 31782 2432 29350 13165 2564 1436 16185 8016 7349 89 7260
is_linear=0
shrinkage=0.1


Tree=3296
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 6 6 1 1 3 1 6 1 4 4 4 6 6 6 6 3 1 6 6 1 1 4 4 6 3
split_gain=5.41114e+11 4.5736e+12 9.78007e+12 4.20845e+13 2.65174e+13 2.41239e+13 2.67637e+13 3.37225e+13 2.90053e+13 5.64927e+13 2.31063e+13 2.1e+13 1.9165e+13 1.79656e+13 4.21866e+13 2.5887e+13 2.38073e+13 3.23487e+13 3.07294e+13 1.69401e+13 1.98955e+13 1.50887e+13 1.49317e+13 1.4081e+13 1.37434e+13 4.06467e+13 2.15424e+13 1.95915e+13 1.426e+13 1.32932e+13
threshold=54.94110555000001 54.962581500000006 54.973017600000006 4.5000000000000009 2.5000000000000004 55.805000000000007 65.00500000000001 83.050033500000012 82.95992385000001 4.5000000000000009 82.95992385000001 37.995000000000012 83.117716000000016 9.5000000000000018 12.500000000000002 17.500000000000004 81.705000000000013 89.00500000000001 86.920000000000016 70.00500000000001 10.500000000000002 39.033214400000013 101.02000000000002 73.00500000000001 82.886781200000016 82.941727000000014 17.500000000000004 5.5000000000000009 43.605000000000011 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 -3 24 7 10 13 12 -7 -6 -10 23 16 -16 21 18 -18 20 -17 -15 -13 -8 29 26 27 -26 -29 -5
right_child=1 2 -4 5 11 6 8 -9 9 -11 -12 22 -14 14 15 19 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=53.202015757030189 -544.18622424564649 4521.4071839473709 -7.8264725789761318 7105.2866433656518 2678.3121909511237 24262.476886315533 13070.330827052157 -27825.671203807044 8042.7637126582167 104297.15540161134 111604.10616809478 -25341.611716722462 90667.778906250009 -50086.128567708336 -19844.006346834823 96692.723287609013 64744.613457961314 -1583.7663651315791 210636.39375000002 2118.427085461477 8460.7413504464294 22877.572775512457 51279.501077974768 -23207.243186057662 5054.3387985296131 6226.254077927757 20221.811779436386 -21442.288101078007 -51951.897905343743 -9447.5129604861049
leaf_weight=1301151 159869 892 2597930 3808 405 1321 142 126 437 80 31 1168 30 30 587 43 42 38 22 956 63 513 26 434 229 1770 140 774 191 556
leaf_count=1301151 159869 892 2597930 3808 405 1321 142 126 437 80 31 1168 30 30 587 43 42 38 22 956 63 513 26 434 229 1770 140 774 191 556
internal_value=0 -24.9667 6.80295 2565.46 -9292.62 4954.72 10410.9 21653.9 5547.8 26651.7 26265.1 -16998.8 13350.6 1525.56 5490.1 -2991.15 27173.2 71500.9 114895 6323.95 44253 18846.4 -23673.1 -14263.8 1378.41 -3708.18 -16889.5 -21241 -27481 4996.36
internal_weight=0 2.77265e+06 2.61278e+06 14854 2491 12363 4895 1478 3417 547 1352 1599 467 2870 2294 1649 645 102 64 1062 106 543 1194 576 7468 3104 1334 1194 965 4364
internal_count=4073804 2772653 2612784 14854 2491 12363 4895 1478 3417 547 1352 1599 467 2870 2294 1649 645 102 64 1062 106 543 1194 576 7468 3104 1334 1194 965 4364
is_linear=0
shrinkage=0.1


Tree=3297
num_leaves=31
num_cat=0
split_feature=4 5 6 2 0 4 0 0 4 1 3 1 4 1 6 0 0 1 1 4 0 4 6 1 1 0 0 6 4 1
split_gain=5.47599e+11 4.23895e+12 1.00979e+13 1.89724e+13 1.01769e+14 8.70498e+13 6.79656e+13 8.57304e+13 1.5764e+14 8.37721e+13 5.88955e+13 6.328e+13 5.28197e+13 1.2188e+14 6.20293e+13 6.15893e+13 8.21309e+13 6.84792e+13 8.13989e+13 5.21267e+13 2.74484e+14 9.67961e+13 9.62684e+13 4.89409e+13 4.54803e+13 7.26229e+13 4.76833e+13 5.38119e+13 4.53425e+13 4.52423e+13
threshold=9.5000000000000018 1.5000000000000002 42.005000000000003 36.000000000000007 55.806294650000005 10.500000000000002 55.759969450000007 55.768246800000007 22.500000000000004 37.618684050000006 1.5000000000000002 37.729575300000008 16.500000000000004 37.649344350000007 42.605000000000011 55.660117850000006 55.685785750000008 37.600779750000008 37.649344350000007 17.500000000000004 55.728148450000006 18.500000000000004 44.010000000000012 37.343102500000008 37.563506350000004 55.633951400000008 55.568628050000008 45.005000000000003 18.500000000000004 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 8 9 -8 -9 29 13 14 -4 17 28 23 -19 20 -18 -21 -22 -14 -25 26 -26 -28 -17 -12
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 11 -13 15 -15 -16 16 19 18 -20 21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-39.361620155380606 94.926585768930082 163.36078462114153 -19979.134015873853 -791.28627250498937 -167412.80875 -9118.6429341112798 254877.6520383523 -128282.0782924107 -7859.361044407895 72004.409300696323 -31433.428693448579 73990.69662767493 32621.714235454361 -15720.539519618673 27078.211040801085 80851.612672093543 12375.462270752898 -114468.04119170218 -22457.230708200921 134394.43841145834 -84039.575167410716 -676.8268713582089 -294548.49322916666 -16225.517056508179 -2458.471986219618 -120747.26158353366 195625.51776404749 42631.44020647322 20826.195797476394 17475.657993231391
leaf_weight=1892492 697508 1173299 311 291308 35 4688 55 28 95 46 208 184 285 1145 2821 143 259 132 354 54 42 3034 45 1906 72 26 39 56 1049 2085
leaf_count=1892492 697508 1173299 311 291308 35 4688 55 28 95 46 208 184 285 1145 2821 143 259 132 354 54 42 3034 45 1906 72 26 39 56 1049 2085
internal_value=0 34.1499 -116.248 -590.623 2454.37 -10291.7 6613.52 20920 84611.4 171589 15936.5 17566.8 3331.29 12198.8 22405.5 -1728.23 5411.41 -13236.2 -47447.8 -2438.93 -39246 1685.17 -192923 -6261.88 -11541.5 34716.7 58920.6 105440 28027.2 13039.1
internal_weight=0 2.18131e+06 1.00801e+06 310505 19197 4723 14474 2701 196 101 2505 2477 11773 4277 3132 7496 4626 2870 486 3434 346 3088 87 2384 2099 193 167 95 1192 2293
internal_count=4073804 2181312 1008013 310505 19197 4723 14474 2701 196 101 2505 2477 11773 4277 3132 7496 4626 2870 486 3434 346 3088 87 2384 2099 193 167 95 1192 2293
is_linear=0
shrinkage=0.1


Tree=3298
num_leaves=31
num_cat=0
split_feature=6 6 0 5 6 7 2 1 1 4 3 0 0 0 3 4 1 1 4 0 0 6 6 3 4 4 1 6 3 2
split_gain=5.96632e+11 5.72862e+12 7.27987e+12 1.61733e+13 6.77427e+12 5.1725e+13 6.70457e+13 3.19346e+13 1.00305e+14 3.34305e+13 3.05468e+13 3.02322e+13 2.46325e+13 4.74194e+13 2.96139e+13 2.42449e+13 2.08462e+13 4.01374e+13 5.02943e+13 4.15305e+13 3.05718e+13 7.36733e+13 3.48012e+13 2.84248e+13 2.61116e+13 2.50984e+13 3.60532e+13 2.22838e+13 1.98183e+13 1.95485e+13
threshold=59.505000000000003 60.005000000000003 61.686687400000004 2.5000000000000004 60.910000000000004 6.0000000000000009 75.000000000000014 37.475446350000006 37.503969450000007 10.500000000000002 1.5000000000000002 55.768246800000007 59.933037250000005 59.939085000000013 5.5000000000000009 22.500000000000004 37.517483500000004 37.649344350000007 6.5000000000000009 55.660117850000006 55.858844800000007 60.605000000000011 60.305000000000007 7.5000000000000009 11.500000000000002 14.500000000000002 37.586700500000006 60.305000000000007 6.5000000000000009 2599.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 12 11 -3 -7 14 -14 -8 -12 20 -19 24 21 23 -22 25 -20 26 -18 -26 -17 -10
right_child=1 4 3 -5 -6 7 15 8 29 -11 16 -13 13 -15 -16 28 17 18 19 -21 22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=26.031823439539632 -766.03967219380741 155787.62473958332 -29596.337382674468 -410.82688588054799 -38.189345421864353 -6988.8072068766742 2457.2143331387606 -68968.146116049465 960.69762672453328 8624.8210348416105 4464.1275469074626 15805.586653645834 -191581.71915322583 -4343.8484157986113 -35505.446875000001 -9538.1410961174242 111340.97746527777 -143088.92350585939 28430.214216164983 38504.497890572871 70120.901519895066 187684.55524088544 -46138.685531850962 10215.393888346356 -21539.876220703125 151738.90430743244 -23983.662466517857 -150105.75599459137 29785.845439525434 -9239.9474243569002
leaf_weight=2785120 81637 36 283 577 1177381 537 15179 254 3156 2999 361 27 31 72 20 165 45 20 34 281 51 48 52 96 28 37 35 26 574 4642
leaf_count=2785120 81637 36 283 577 1177381 537 15179 254 3156 2999 361 27 31 72 20 165 45 20 34 281 51 48 52 96 28 37 35 26 574 4642
internal_value=0 -56.2603 -862.455 -10014.9 -1.12069 1513.98 5021.26 -3605.74 -7125.9 4140.74 28052 95795.3 -16234.7 -56600.8 -130375 3318.34 24220.9 33692.6 11359.2 19730.4 57559.7 75765.5 11426.7 50544.3 -40218.6 83634.7 52136.4 -83442 21005.8 -5111.55
internal_weight=0 1.28868e+06 82497 860 1.20619e+06 28806 17095 11711 8052 3659 1177 63 660 123 51 15918 1114 753 389 369 364 261 103 213 88 117 80 54 739 7798
internal_count=4073804 1288684 82497 860 1206187 28806 17095 11711 8052 3659 1177 63 660 123 51 15918 1114 753 389 369 364 261 103 213 88 117 80 54 739 7798
is_linear=0
shrinkage=0.1


Tree=3299
num_leaves=31
num_cat=0
split_feature=1 1 4 7 4 6 1 4 1 0 0 1 0 6 1 0 1 3 0 0 4 6 6 3 6 0 1 0 6 0
split_gain=5.92107e+11 5.24705e+12 1.93295e+13 3.99978e+13 2.82502e+13 2.62656e+13 3.08997e+13 2.58072e+13 3.024e+13 2.4831e+13 4.83742e+13 1.8336e+13 1.77889e+13 1.8867e+13 2.62431e+13 1.75251e+13 2.54109e+13 1.99604e+13 1.99194e+13 3.4842e+13 4.22628e+13 3.6208e+13 2.4539e+13 1.96125e+13 1.85659e+13 1.72125e+13 1.80302e+13 1.53138e+13 1.51499e+13 1.51198e+13
threshold=60.571186450000006 56.805602900000004 5.5000000000000009 6.0000000000000009 12.500000000000002 59.245000000000012 59.999510900000011 12.500000000000002 60.549354600000008 57.978821400000008 58.603553700000006 59.317422600000008 52.960348700000004 65.410000000000011 60.549354600000008 56.904718250000009 60.549354600000008 2.5000000000000004 56.858606850000008 56.83050475000001 17.500000000000004 102.04000000000001 82.905000000000015 16.500000000000004 96.050000000000011 59.699368850000006 59.317422600000008 56.986919400000012 116.05000000000001 56.782540950000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 -7 -5 28 -3 11 -11 -4 -14 -15 16 29 -18 19 22 21 -21 -19 24 -22 -12 -27 -16 -9 -8
right_child=-2 2 3 7 5 6 15 8 -10 10 25 -13 13 14 27 -17 17 18 -20 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.29597358167305882 56.352745923105978 1667.0395624999696 -69212.842143992893 -5070.9860541408889 -4039.9200057705516 -45348.245993020653 3971.8429287538356 10312.052929910731 -4656.7123233154298 -42358.280425827921 6953.1181588100344 -15278.309352200624 -2930.0450084736012 756.95904264897115 17863.400431648366 -52783.655701171876 -49879.997341918948 13132.488294202392 -36886.26009206022 27644.543765087346 66810.65618127893 -63932.948225054824 -38302.770739293985 3235.6197433035718 152514.23264678029 3146.1312963335254 -12709.894060452085 89572.702050781256 -67703.77793750001 -17075.93240903597
leaf_weight=2701179 1279102 38739 39 2662 8017 286 387 5711 1875 340 1853 945 20941 4096 757 100 64 217 89 178 108 57 162 35 33 1331 1555 31 25 2890
leaf_count=2701179 1279102 38739 39 2662 8017 286 387 5711 1875 340 1853 945 20941 4096 757 100 64 217 89 178 108 57 162 35 33 1331 1555 31 25 2890
internal_value=0 -25.792 -762.181 -2139.64 -3619.35 -7497.47 -13515.5 3403.99 6368.18 738.274 -5234.41 -22443.4 -1726.63 -1624.71 3972.12 -11408.1 -10427.6 4037.99 7963.76 13016.5 33183.3 5432.13 -8853.03 70237.3 86868.9 -568.106 -5397.22 20684.5 9972.03 -14590.3
internal_weight=0 2.7947e+06 93523 48760 38487 12623 4606 10273 7611 44763 6024 1285 25864 25825 4884 4320 4220 943 879 790 411 235 379 176 141 4739 2886 788 5736 3277
internal_count=4073804 2794702 93523 48760 38487 12623 4606 10273 7611 44763 6024 1285 25864 25825 4884 4320 4220 943 879 790 411 235 379 176 141 4739 2886 788 5736 3277
is_linear=0
shrinkage=0.1


Tree=3300
num_leaves=31
num_cat=0
split_feature=0 6 0 0 4 1 5 6 1 4 6 4 4 4 5 6 3 4 4 6 6 1 6 3 1 4 1 6 6 6
split_gain=5.77165e+11 4.83653e+12 7.81572e+12 1.29694e+13 6.25836e+13 4.14266e+13 5.3808e+13 5.55092e+13 4.65144e+13 4.44035e+13 4.76916e+13 4.16371e+13 3.7032e+13 4.48235e+13 3.57488e+13 4.17771e+13 4.22491e+13 1.72293e+14 6.52166e+13 3.04203e+13 2.8205e+13 2.67438e+13 2.58463e+13 2.55377e+13 2.51417e+13 2.45156e+13 2.42392e+13 3.71921e+13 2.1641e+13 9.15124e+13
threshold=56.115175650000005 36.405000000000008 56.324067350000007 56.309668500000008 21.500000000000004 43.932356550000009 1.5000000000000002 66.990000000000023 38.166910000000009 9.5000000000000018 69.605000000000004 2.5000000000000004 6.5000000000000009 8.5000000000000018 2.5000000000000004 149.05000000000004 10.500000000000002 18.500000000000004 17.500000000000004 88.00500000000001 90.045000000000016 39.366401150000009 73.995000000000019 4.5000000000000009 47.899251850000006 15.500000000000002 36.593086150000012 46.805000000000007 122.65000000000002 130.05000000000004
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 -3 5 8 9 25 12 10 11 -7 26 -14 23 16 28 18 -18 21 -15 -10 -6 -9 -13 -8 -5 -28 -16 -30
right_child=1 2 -4 4 22 6 7 14 19 -11 -12 24 13 20 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-22.672061183384812 -355.04302477273217 568.34752457958825 69.474251708326392 -16827.808017629795 -24450.335420619118 -52642.202533318014 -583.82069066317752 14987.99288397716 -104599.18230846775 12734.977857343301 -86629.420835937504 67211.588129312484 -50458.362240069189 -1622.1804834196059 14699.871086227944 58591.958853129974 -144621.33532021605 194543.02052283657 -9560.1425529479984 -85000.948476562509 93981.779797363284 -10865.822438449148 -93830.024570904367 50750.762372260069 -24286.980349731446 -33284.550328947371 6371.8286003404164 40975.185818007711 -96184.586076274674 21501.614910354263
leaf_weight=2989263 220918 73203 777965 189 288 34 3192 379 31 870 25 488 201 865 1450 157 81 26 64 60 32 1683 66 422 32 247 707 554 95 217
leaf_count=2989263 220918 73203 777965 189 288 34 3192 379 31 870 25 488 201 865 1450 157 81 26 64 60 32 1683 66 422 32 247 707 554 95 217
internal_value=0 62.4898 169.296 1075.9 4059 5271.41 9632.65 5653.47 -2578.21 27015.8 48474.1 54570.8 6078.01 -7775.87 15866.9 8982.78 4953.48 -42503.3 -85008.1 -15011.2 1788.44 -12561.1 -37385.5 33829.3 61580.9 -2932.49 16568.7 21574.3 9559.1 -14332.3
internal_weight=0 1.08454e+06 863623 85658 12455 12101 7779 6330 4322 1449 579 554 2548 1098 2891 2090 1933 171 145 1774 897 1714 354 801 520 3439 1450 1261 1762 312
internal_count=4073804 1084541 863623 85658 12455 12101 7779 6330 4322 1449 579 554 2548 1098 2891 2090 1933 171 145 1774 897 1714 354 801 520 3439 1450 1261 1762 312
is_linear=0
shrinkage=0.1


Tree=3301
num_leaves=31
num_cat=0
split_feature=2 0 0 5 1 2 6 6 6 3 3 0 1 5 6 4 1 6 4 4 3 1 6 1 0 6 6 4 0 2
split_gain=6.17223e+11 4.13374e+12 1.32509e+13 1.21805e+13 1.56651e+13 1.24194e+13 2.02767e+13 2.13748e+13 3.03993e+13 2.70323e+13 1.94386e+13 1.74579e+13 3.23808e+13 1.98914e+13 1.93581e+13 2.21018e+13 1.73456e+13 1.59185e+13 3.63533e+13 2.50566e+13 2.25954e+13 1.4594e+13 1.41165e+13 1.56546e+13 1.23658e+13 1.2201e+13 1.69004e+13 2.44554e+13 1.67681e+13 1.87656e+13
threshold=3338.0000000000005 57.634352600000007 57.57007620000001 2.5000000000000004 30.509101000000005 4311.5000000000009 168.45000000000002 114.05000000000001 100.05000000000001 2.5000000000000004 1.5000000000000002 58.010305850000002 56.128886000000001 4.5000000000000009 149.05000000000004 8.5000000000000018 40.965343750000009 100.05000000000001 21.500000000000004 8.5000000000000018 4.5000000000000009 56.240615550000008 68.00500000000001 55.90712030000001 57.978821400000008 68.515000000000015 67.91500000000002 5.5000000000000009 61.78914120000001 5444.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -6 -10 -7 12 22 14 17 -16 -11 -14 19 20 -19 -21 23 -12 -23 26 -3 28 29 -28
right_child=1 3 -4 4 5 10 -8 -9 9 16 11 -13 13 -15 15 -17 -18 18 -20 21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-32.40279492673811 -1.3802912558942688 100.88325233407416 -29824.403773816 7142.2163344030532 -1991.0038516730351 -3564.1353259589996 -76749.723986486482 42441.314584585343 16867.971600341796 -90179.066686754741 -46697.08660589045 1422.4374344132571 7786.9991141122973 58307.479154610344 7832.5298611111111 -125566.66039402173 -5053.571508789063 37132.809122854764 -31496.82432647705 36547.347755748822 -65586.463991477271 32716.84317753233 -25988.949582812253 11710.354934725436 108938.88897583008 -6705.4266745820078 114743.22393465909 8072.1140718587239 152336.681484375 -6850.4336718750001
leaf_weight=2406287 1508550 114133 149 5186 5524 5100 37 104 52 95 55 17514 6840 81 27 23 32 61 80 106 33 29 392 277 80 2645 22 240 20 30
leaf_count=2406287 1508550 114133 149 5186 5524 5100 37 104 52 95 55 17514 6840 81 27 23 32 61 80 106 33 29 392 277 80 2645 22 240 20 30
internal_value=0 46.7584 -4.32563 532.034 1999.03 1269.11 -2956.15 -2485.97 -3305.26 -43863.6 2073.48 3196.68 7040.59 9025.59 8477.19 -53531.1 -68730.1 8906.07 28583.3 44138.1 1071.79 62967.1 -13138.5 2034.42 88659.6 9.23336 164.419 23406.7 74521.8 44593
internal_weight=0 1.66752e+06 1.5087e+06 158818 41728 36542 5844 5807 5703 179 30698 25598 8084 7360 7279 50 127 7229 389 309 94 215 724 332 109 117090 114445 312 72 52
internal_count=4073804 1667517 1508699 158818 41728 36542 5844 5807 5703 179 30698 25598 8084 7360 7279 50 127 7229 389 309 94 215 724 332 109 117090 114445 312 72 52
is_linear=0
shrinkage=0.1


Tree=3302
num_leaves=31
num_cat=0
split_feature=6 2 7 0 0 4 4 4 4 6 0 1 1 3 0 1 3 0 2 3 0 0 1 3 4 0 1 0 0 3
split_gain=5.98519e+11 1.33209e+12 1.58638e+12 1.26402e+12 5.48579e+12 5.37307e+12 1.50533e+13 2.88437e+12 1.66727e+12 1.19057e+12 7.49391e+12 5.94828e+12 2.2087e+13 4.45221e+13 2.51404e+13 1.22562e+13 3.91585e+13 5.48298e+13 1.17923e+13 2.16454e+13 7.20006e+12 4.90908e+13 1.79719e+13 1.83602e+13 4.2754e+13 1.63682e+13 4.24102e+13 6.84832e+13 4.20334e+13 3.2908e+13
threshold=247.90000000000001 13505.500000000002 6.0000000000000009 42.965693300000005 43.051287600000009 9.5000000000000018 6.5000000000000009 7.5000000000000009 4.5000000000000009 142.05000000000004 63.565651350000003 39.777866350000004 39.873894000000007 2.5000000000000004 47.234875100000004 39.749243900000003 5.5000000000000009 47.22829500000001 2421.5000000000005 6.5000000000000009 56.148747500000006 56.067362750000008 47.386825600000002 6.5000000000000009 6.5000000000000009 56.342669500000007 43.997056950000008 56.324067350000007 56.324067350000007 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=9 3 -3 5 7 6 8 -5 -2 -1 11 15 13 -13 -15 -11 17 -17 19 -14 21 -20 23 24 -23 26 28 -28 29 -22
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 12 18 14 -16 16 -18 -19 20 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.4397137516100056 10210.180220170456 4647.8586755087208 38179.133521670388 -6666.1240489130432 1270.8985877878376 55732.058700284098 -69421.589311079544 -55281.440985576926 47614.819454251803 1095.0172841291981 -59159.765482954543 73337.957886904755 -59309.592104173746 -181062.52350852275 -49103.320200892864 69982.4248046875 124699.15043205494 -135095.55511363636 -2070.3250545243382 21912.00987668505 10410.227182039651 -71073.223242187509 -143640.27894021739 -101776.93174579328 92393.177270507818 -1049.4886979160503 19635.557174020687 137719.02077850877 -140005.16418359376 -124583.3840625
leaf_weight=4053505 22 43 21 23 2988 22 22 26 26 6514 22 21 92 22 42 32 33 22 6837 51 186 48 23 39 24 2641 355 57 25 20
leaf_count=4053505 22 43 21 23 2988 22 22 26 26 6514 22 21 92 22 42 32 33 22 6837 51 186 48 23 39 24 2641 355 57 25 20
internal_value=0 1368.58 15650.3 1076.46 726.64 12624.3 -923.796 -32462 30471 -1.07352 -833.582 -758.472 -2239.16 -53007.3 -94464.3 1592.99 38878.2 -13567.9 -1824.15 -30342.4 -1426.48 -3245.15 -63187.4 -46516.9 -16584.4 2434.05 16742 35972.3 -17556.3 -2695.95
internal_weight=0 3193 64 3129 3037 92 70 49 48 4.07061e+06 17106 17084 10483 85 64 6601 87 54 10398 143 10255 6971 134 111 72 3284 643 412 231 206
internal_count=4073804 3193 64 3129 3037 92 70 49 48 4070611 17106 17084 10483 85 64 6601 87 54 10398 143 10255 6971 134 111 72 3284 643 412 231 206
is_linear=0
shrinkage=0.1


Tree=3303
num_leaves=31
num_cat=0
split_feature=0 4 6 1 5 1 6 0 6 1 6 6 1 6 6 0 2 6 0 6 6 2 0 0 0 6 6 4 6 6
split_gain=5.94106e+11 4.50652e+12 8.71217e+12 1.13163e+13 8.15496e+12 7.64135e+12 6.58199e+12 1.4672e+13 2.45799e+13 1.50936e+13 6.53924e+12 1.06402e+13 4.94093e+12 1.01584e+13 1.65259e+13 1.78657e+13 6.52544e+12 4.81885e+12 5.61935e+12 4.53052e+12 1.39934e+13 9.60662e+12 4.46083e+12 4.27924e+12 4.16645e+12 1.42954e+13 5.57701e+12 6.15878e+12 6.52213e+12 5.03389e+12
threshold=54.94110555000001 1.5000000000000002 128.05000000000004 49.692247900000005 2.5000000000000004 82.906746050000024 54.710000000000008 55.026775150000006 83.010000000000005 82.895858600000011 45.305000000000007 42.875000000000007 37.843405600000004 82.905000000000015 75.010000000000005 55.728148450000006 7457.0000000000009 75.010000000000005 56.262014700000009 63.415000000000006 62.010000000000012 2691.5000000000005 55.02095400000001 55.050541250000002 54.943815050000005 108.05000000000001 31.005000000000006 9.5000000000000018 87.395000000000024 88.00500000000001
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 17 -6 8 9 -8 11 22 13 14 15 -9 -17 19 -19 20 -2 -21 -7 -14 25 26 -3 28 -28 -29
right_child=1 24 3 -5 6 10 7 12 -10 -11 -12 -13 23 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=55.746283446353814 3278.4614492606579 6646.9120916174334 -94536.962193080355 -1171.9906077665441 -1509.9496714360114 -15940.578254966311 121884.37668269231 78937.581853693177 -32114.188794849542 29993.158723958331 -23231.634568452384 42417.27692871094 -28544.455130709139 58286.053515625004 -93118.847998046884 -52136.076602564106 4669.4138671874998 376.29902343750001 -69025.341796875 76642.299184945921 -78656.732700892855 5726.0866824679906 1865.1750787456965 12506.654722835738 -18.393246161809138 83375.293359375006 5297.7557522759453 -1543.3050033074094 63011.661591796881 -16932.909583089957
leaf_weight=1301151 2808 883 21 34 473 269 39 22 27 33 210 48 26 20 24 39 42 28 20 26 21 72 295 1088 2733655 20 934 31242 20 214
leaf_count=1301151 2808 883 21 34 473 269 39 22 27 33 210 48 26 20 24 39 42 28 20 26 21 72 295 1088 2733655 20 934 31242 20 214
internal_value=0 -26.1606 2786.45 -36820.4 3173.37 529.032 8651.04 12185 49254.4 79767.6 -8005.36 -2780.65 9274.69 -7957.12 -18389.1 -976.357 -22681.4 2887.1 -28541.1 3402.5 2670.25 24540.6 -6627.29 11548.5 -31.9394 -1143.53 -1194.31 -1407.94 6507.69 -1648
internal_weight=0 2.77265e+06 5685 55 5630 3797 1833 1360 99 72 822 612 1261 147 127 103 81 2975 48 2927 2829 98 564 1114 2.76697e+06 33313 33293 32410 954 31456
internal_count=4073804 2772653 5685 55 5630 3797 1833 1360 99 72 822 612 1261 147 127 103 81 2975 48 2927 2829 98 564 1114 2766968 33313 33293 32410 954 31456
is_linear=0
shrinkage=0.1


Tree=3304
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 4 1 6 6 7 6 4 0 1 6 0 3 4 4 4 4 4 6 6 4 6 6 4 0
split_gain=6.04619e+11 4.90308e+12 2.30659e+13 2.11275e+13 2.53953e+13 7.6559e+13 2.95883e+13 8.00404e+13 3.54371e+13 3.69657e+13 2.99803e+13 2.87268e+13 2.42496e+13 3.59549e+13 4.39826e+13 4.56264e+13 4.20644e+13 4.14271e+13 4.06863e+13 3.4749e+13 3.33249e+13 5.29192e+13 3.01582e+13 2.6974e+13 3.64435e+13 2.59158e+13 4.81982e+13 2.57998e+13 2.31478e+13 2.3087e+13
threshold=60.571186450000006 60.620042600000012 57.15297970000001 56.791379400000004 56.83050475000001 9.5000000000000018 11.500000000000002 60.605526900000008 110.01500000000001 120.05000000000001 6.0000000000000009 37.005000000000003 13.500000000000002 56.818587550000011 60.590708550000009 68.515000000000015 56.802121050000004 16.500000000000004 28.500000000000004 16.500000000000004 21.500000000000004 25.500000000000004 22.500000000000004 99.050000000000011 77.565000000000012 20.500000000000004 84.810000000000016 75.010000000000005 15.500000000000002 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 10 -10 -7 -8 14 15 -14 -17 22 19 28 -18 -22 25 24 27 -15 -27 -19 -16 -13
right_child=1 -3 -4 4 -6 6 8 -9 9 -11 -12 29 13 17 18 16 20 23 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-26.06308045628489 -3985.1409209893714 18.715272510261116 -22702.054349497103 -3614.4655264718626 433.98793169612577 -44408.987500000003 -6003.8302131278015 -8793.9691413670698 -63616.014921713147 6649.1906133913526 13450.644400111607 38470.863438585067 7594.3376393975159 30354.255095880682 30869.851971043579 28386.229867162463 10946.502076822917 60868.963276110197 -7580.8721556120699 29105.303737548209 -98494.33013212317 25681.717884720205 -314.67965796199849 173502.55943287036 -43804.750828125005 38798.86220930233 226703.04115234377 192877.26750000002 -7938.9450989589577 81625.670698322239
leaf_weight=2794702 6579 1232124 405 5056 27524 28 631 329 181 408 70 252 720 495 218 78 60 57 571 1879 170 43 324 27 25 43 20 20 521 244
leaf_count=2794702 6579 1232124 405 5056 27524 28 631 329 181 408 70 252 720 495 218 78 60 57 571 1879 170 43 324 27 25 43 20 20 521 244
internal_value=0 56.9451 1059.62 1266.26 2130.11 5873.82 12344.4 29864.8 10066.5 -11927.3 -42123.3 54137.2 12522.3 14740.1 10716.6 -6816.88 -36378.4 31693.7 16605.1 21880.2 -54882.5 -73425.9 23952.2 84624.2 61097.6 38042.6 98451 95156.8 3509.39 59700.2
internal_weight=0 1.2791e+06 46978 46573 39994 12470 7414 853 6561 659 251 524 5902 5271 4260 1071 351 1011 3189 2618 273 213 882 129 102 558 63 77 739 496
internal_count=4073804 1279102 46978 46573 39994 12470 7414 853 6561 659 251 524 5902 5271 4260 1071 351 1011 3189 2618 273 213 882 129 102 558 63 77 739 496
is_linear=0
shrinkage=0.1


Tree=3305
num_leaves=31
num_cat=0
split_feature=6 6 4 3 5 1 4 7 4 3 0 0 1 4 1 3 3 4 1 5 4 0 3 4 3 3 4 1 4 4
split_gain=6.24033e+11 5.24701e+12 1.62366e+13 8.65845e+12 2.44635e+13 8.63774e+12 8.36611e+12 2.36453e+13 1.20915e+13 8.75569e+12 7.37628e+12 1.21102e+13 3.60486e+13 2.84674e+13 3.33773e+13 1.87602e+14 5.9597e+13 2.73319e+13 2.6789e+13 5.29537e+13 8.52239e+13 2.12977e+13 1.94074e+13 1.71565e+13 1.51416e+13 2.0527e+13 2.44497e+13 1.82285e+13 1.73749e+13 2.27097e+13
threshold=59.815000000000005 60.005000000000003 35.500000000000007 21.500000000000004 1.5000000000000002 30.370944000000005 31.500000000000004 6.0000000000000009 29.500000000000004 8.5000000000000018 43.051287600000009 43.687280500000007 39.718675700000013 13.500000000000002 39.723160900000003 6.5000000000000009 5.5000000000000009 15.500000000000002 39.735861600000007 1.5000000000000002 5.5000000000000009 43.550475500000012 1.5000000000000002 5.5000000000000009 7.5000000000000009 2.5000000000000004 4.5000000000000009 39.723160900000003 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 3 6 -5 -6 8 -8 10 -9 -2 12 17 18 15 -15 -16 -12 22 20 -20 -18 -14 -21 25 26 -24 -27 -29 -30
right_child=1 -3 -4 4 5 -7 7 9 -10 -11 11 -13 13 14 16 -17 21 -19 19 23 -22 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=26.478742040849859 7865.0286031262631 -8.0421180841483242 83125.483465310812 110437.42145182293 47512.139716593432 2946.5715688816672 -121577.21953125001 49931.917258522735 61474.275680443556 -31031.416888786767 -36520.562559309554 -907.18381090022876 -123998.04824218751 -84151.406298828137 114100.97290900737 253194.81047794118 22182.567286635891 -159390.2021484375 233414.76347656251 3653.6023645827045 -35961.921666949725 -79094.406964983267 73204.242842741936 -23708.035151405944 49396.751562500001 -91331.045284598222 -56958.911704282407 -86678.942908653858 82866.05419921875 -57793.113121448871
leaf_weight=2794666 928 1206187 23 24 48 463 22 22 31 34 191 69696 24 32 34 34 33 20 24 582 23 56 31 378 22 77 27 26 24 22
leaf_count=2794666 928 1206187 23 24 48 463 22 22 31 34 191 69696 24 32 34 34 33 20 24 582 23 56 31 378 22 77 27 26 24 22
internal_value=0 -57.8509 -881.399 -907.893 11767 7132.77 -1001.56 -33734.2 -966.258 775.607 -993.036 -1108.24 -9549.57 -3926.19 32264.3 89633 1481.07 -48167 -9354.76 -2046.09 101592 -41542.3 -38445 -7120.04 -29478.8 -37861.7 12611.1 -57508.8 -21337.7 15594.3
internal_weight=0 1.27914e+06 72951 72928 535 511 72393 78 72315 56 72284 71356 1660 1449 189 66 123 211 1260 1007 47 89 253 960 229 207 58 149 72 46
internal_count=4073804 1279138 72951 72928 535 511 72393 78 72315 56 72284 71356 1660 1449 189 66 123 211 1260 1007 47 89 253 960 229 207 58 149 72 46
is_linear=0
shrinkage=0.1


Tree=3306
num_leaves=31
num_cat=0
split_feature=6 5 0 0 7 1 4 0 0 4 4 1 7 0 1 1 1 1 4 6 4 6 3 4 3 6 6 6 6 6
split_gain=5.71738e+11 9.76089e+12 2.43923e+13 4.22904e+13 3.69543e+13 2.96596e+13 3.22007e+13 2.50222e+13 1.08604e+14 1.74316e+14 2.25743e+14 6.71665e+13 6.70727e+13 6.06183e+13 5.94336e+13 6.12225e+13 8.60431e+13 5.91282e+13 5.96942e+13 5.7679e+13 6.3415e+13 4.10964e+13 5.40322e+13 4.69664e+13 4.80161e+13 4.03367e+13 3.89116e+13 3.87957e+13 6.49221e+13 3.70874e+13
threshold=68.00500000000001 2.5000000000000004 45.067157700000003 45.177967300000006 6.0000000000000009 38.977585500000011 19.500000000000004 59.933037250000005 59.939085000000013 5.5000000000000009 9.5000000000000018 30.205407000000005 6.0000000000000009 57.174562350000009 30.370944000000005 30.315889700000003 30.345769800000003 30.425503950000003 24.500000000000004 76.00500000000001 8.5000000000000018 87.015000000000015 6.5000000000000009 15.500000000000002 11.500000000000002 78.605000000000004 70.50500000000001 72.50500000000001 87.395000000000024 92.02500000000002
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 5 6 -4 13 9 14 12 -12 27 -5 15 -9 -17 18 21 20 -14 22 25 24 -24 -13 -25 -11 -29 -23
right_child=1 -3 3 7 -6 -7 -8 8 -10 10 11 17 19 -15 -16 16 -18 -19 -20 -21 -22 29 23 26 -26 -27 -28 28 -30 -31
leaf_value=17.813863969131098 1648.8279072941536 111.39134274018168 -579.17178615740875 -540.55330117067831 5342.4666223755339 -19844.638802114579 -49648.544856092667 -80352.121551724151 -19.293991220304409 -80184.266168478265 -63725.03560367506 6247.5445775462968 135635.21141633065 -7377.4251429193464 -203761.19653422039 201787.1601296165 -39524.182222222225 -120875.11574074074 -58501.854374716946 81466.368864889722 284810.63999155408 -111341.5522216797 98649.276120923925 -37481.092378048779 260190.87065217394 98824.865158991233 81833.397223942462 142553.96654513889 -53589.745630787038 28845.150242017666
leaf_weight=3322544 33400 587674 1876 95591 1339 2914 144 116 11882 23 98 270 124 15004 24 22 45 27 69 136 37 32 92 41 23 57 82 45 27 46
leaf_count=3322544 33400 587674 1876 95591 1339 2914 144 116 11882 23 98 270 124 15004 24 22 45 27 69 136 37 32 92 41 23 57 82 45 27 46
internal_value=0 -78.7841 -761.979 -1380.49 -9390.98 -13389.4 -4077.19 -974.961 3120.03 29096 43394.8 14064.8 106020 -1468.09 -55799 -36394.1 39712.4 24380.6 29888.9 129415 169918 39374.1 48767.4 85015.7 130958 22384.9 42061.9 32881.8 69000.1 -28667.3
internal_weight=0 751260 163586 130186 6273 4934 2020 123913 13318 1436 1229 837 392 110595 207 183 67 739 712 297 161 643 565 238 115 327 123 95 72 78
internal_count=4073804 751260 163586 130186 6273 4934 2020 123913 13318 1436 1229 837 392 110595 207 183 67 739 712 297 161 643 565 238 115 327 123 95 72 78
is_linear=0
shrinkage=0.1


Tree=3307
num_leaves=31
num_cat=0
split_feature=6 4 6 0 4 0 0 1 1 4 0 1 6 6 6 1 1 4 4 0 0 1 1 0 6 1 0 4 3 4
split_gain=5.92379e+11 1.07782e+13 5.85751e+13 4.17571e+13 3.17601e+13 2.36667e+13 4.00578e+13 1.40241e+14 5.30288e+13 3.94705e+13 9.35389e+13 6.7738e+13 9.83892e+13 5.35859e+13 3.55067e+13 4.00184e+13 3.71794e+13 3.51676e+13 3.94427e+13 3.26277e+13 2.98047e+13 3.3402e+13 4.89256e+13 4.43846e+13 3.07163e+13 3.07493e+13 3.83191e+13 2.90891e+13 2.80556e+13 3.30337e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 45.047736150000013 25.500000000000004 55.749683450000006 55.737027400000009 49.176406850000006 52.380799750000001 18.500000000000004 55.775215600000003 37.682335600000009 98.020000000000024 125.02000000000002 87.395000000000024 30.242318500000007 30.226173900000003 20.500000000000004 17.500000000000004 55.753967500000009 55.783232450000007 49.300375350000003 43.997056950000008 56.309668500000008 85.020000000000024 37.858952300000006 59.990753350000013 16.500000000000004 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 -2 3 -3 -5 6 -4 28 17 10 11 12 19 -13 15 16 -12 18 -9 -7 -17 22 24 27 -22 26 -26 -24 -8 -30
right_child=1 2 5 4 -6 9 7 8 -10 -11 14 13 -14 -15 -16 20 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=11.711203707251642 256.8510291661446 57101.408862304692 465.50922671628626 -18706.579161933143 22289.490074474976 -312780.63566406252 12823.093732498353 71649.483860677094 30595.714000413907 86.101438115693725 17632.439643859863 -24644.514215860487 39927.226669034091 -167011.44073660715 -2041.6313722894652 57512.559354440789 158360.41079545455 8053.7598668981482 179197.31818136867 -147887.46136718753 -3844.2531837669967 -3189.6721700018666 826.81559475248889 -146794.34609483505 -46666.694603830896 -3861.2372494277138 25680.39766577744 -59471.652904026007 -73123.573927688602 12315.696005859376
leaf_weight=3722681 238384 80 62045 2930 202 20 166 60 151 28498 128 474 22 28 13417 57 22 27 79 30 1071 1465 113 45 683 372 82 274 128 70
leaf_count=3722681 238384 80 62045 2930 202 20 166 60 151 28498 128 474 22 28 13417 57 22 27 79 30 1071 1465 113 45 683 372 82 274 128 70
internal_value=0 -124.165 -929.814 -14240.3 -16062.5 -539.47 730.262 24851.5 73479.4 -2241.25 -5864.98 -45595.2 -136303 -32585.3 -4578.66 -12472.7 38272.5 112488 132774 -213845 -14301.6 -15298.8 -22018.4 -52795.3 -15996.9 -27444.1 -38911.8 -41865.1 -17497.5 -42917.8
internal_weight=0 351123 112739 3212 3132 109527 62726 681 317 46801 18303 574 72 502 17729 4312 150 166 139 50 4162 4105 2640 432 2208 1137 765 387 364 198
internal_count=4073804 351123 112739 3212 3132 109527 62726 681 317 46801 18303 574 72 502 17729 4312 150 166 139 50 4162 4105 2640 432 2208 1137 765 387 364 198
is_linear=0
shrinkage=0.1


Tree=3308
num_leaves=31
num_cat=0
split_feature=6 1 1 6 6 4 5 6 6 6 5 0 6 1 1 0 0 4 3 5 3 4 6 6 5 1 0 0 3 4
split_gain=6.42228e+11 4.01506e+12 1.09889e+13 1.94048e+13 1.90068e+13 3.32888e+13 3.2368e+13 3.97698e+13 3.66184e+13 2.34576e+13 2.51336e+13 3.40622e+13 2.74536e+13 1.03814e+14 9.96853e+13 2.24612e+13 2.05241e+13 1.6343e+13 2.08279e+13 2.66139e+13 3.37649e+13 2.27289e+13 2.4585e+13 1.87403e+13 1.61801e+13 1.57443e+13 1.57283e+13 2.34989e+13 2.21014e+13 1.84608e+13
threshold=87.395000000000024 38.166910000000009 38.011626600000007 90.045000000000016 112.00500000000001 5.5000000000000009 3.5000000000000004 156.15000000000003 122.65000000000002 168.45000000000002 3.5000000000000004 54.86311005000001 134.05000000000004 38.066230450000006 38.066230450000006 45.177967300000006 56.324067350000007 7.5000000000000009 4.5000000000000009 2.5000000000000004 7.5000000000000009 15.500000000000002 101.02000000000002 98.020000000000024 4.5000000000000009 38.109452700000006 55.60524465000001 45.177967300000006 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 -2 -4 17 6 25 8 -8 10 12 -12 14 -14 -7 -11 26 -5 -19 20 -20 -21 -23 -22 -9 -6 27 29 -28 -16
right_child=1 -3 3 4 5 9 7 24 -10 15 11 -13 13 -15 16 -17 -18 18 19 21 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=9.9540071207815686 235.80775094499336 -437.54964030367432 -16273.845561589424 4580.10339457194 6850.9653466235632 122062.03760850696 24431.621687500003 -54283.277704326931 180264.14165296053 -29168.854290216623 -169460.88807091347 -35676.168499669897 -118010.13906250001 146328.00360576922 -165033.41773437499 106950.89236111111 426.71408110119046 3225.3846295288631 89157.362326388888 73475.851825629346 13489.64228219697 -4348.6827790436928 73867.683764648435 -88902.263461538474 48093.738548519737 -87838.8883877841 -64661.58982077206 23389.997363281251 -187139.92067307694 -37241.797656250004
leaf_weight=3832905 74612 164143 296 480 87 36 25 26 38 22 26 71 24 39 20 27 42 224 27 216 33 108 64 39 38 22 34 28 26 26
leaf_count=3832905 74612 164143 296 480 87 36 25 26 38 22 26 71 24 39 20 27 42 224 27 216 33 108 64 39 38 22 34 28 26 26
internal_value=0 -158.377 438.636 7497.14 11304.6 -2349.91 27714.4 62023.8 118426 -19203.1 -27770 -71536 -12332.6 45627.8 -29556.7 45835.9 -60569.6 18837 28461.8 40069.6 -6209.91 51878 24755.1 -41972.6 6503.08 -12260.7 -79687.8 -48838.3 -117736 -92803.4
internal_weight=0 240899 76756 2144 1848 657 236 127 63 421 372 97 275 63 212 49 176 1191 711 487 99 388 172 72 64 109 134 74 60 46
internal_count=4073804 240899 76756 2144 1848 657 236 127 63 421 372 97 275 63 212 49 176 1191 711 487 99 388 172 72 64 109 134 74 60 46
is_linear=0
shrinkage=0.1


Tree=3309
num_leaves=31
num_cat=0
split_feature=4 5 6 0 2 0 0 1 1 6 1 6 1 6 4 4 4 6 6 1 7 1 1 4 1 0 3 6 0 6
split_gain=5.92205e+11 3.98495e+12 8.82551e+12 1.19542e+13 2.68957e+13 3.06101e+13 2.36914e+13 6.4891e+13 5.38169e+13 5.68314e+13 5.22137e+13 5.97327e+13 7.73897e+13 4.55016e+13 5.18523e+13 4.85518e+13 5.91394e+13 4.32249e+13 3.8849e+13 3.1801e+13 2.53165e+13 2.36058e+13 5.90328e+13 5.47341e+13 5.20056e+13 4.80314e+13 4.14356e+13 5.3266e+13 3.97354e+13 3.69269e+13
threshold=9.5000000000000018 1.5000000000000002 61.805000000000007 55.214863500000007 6082.0000000000009 55.806294650000005 55.81943720000001 37.618684050000006 37.768783500000005 53.310000000000009 37.46219940000001 58.755000000000003 37.543519500000009 58.995000000000012 29.500000000000004 18.500000000000004 21.500000000000004 50.010000000000012 59.505000000000003 37.425454150000007 6.0000000000000009 37.401708450000008 37.374856000000008 16.500000000000004 37.318079750000003 55.721784200000009 18.500000000000004 58.995000000000012 55.801384500000005 51.805000000000007
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 3 -3 5 21 7 10 9 17 19 -12 -13 14 15 -11 -17 -9 -15 20 -7 22 23 -5 25 -25 28 -28 29 -24
right_child=1 2 -4 4 -6 6 -8 8 -10 13 11 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-40.933390322051196 -110.30878235580565 1038.8601120012268 -68.301742059036528 -12687.152779090753 -3453.0904825131024 7432.5686117598161 1038.2953359097687 30973.607318511567 7654.5522572695227 33308.537264683735 -20968.189306925062 4208.6421223958341 -234977.75745967744 -66154.93724791061 13219.205528652546 212646.43663352274 91313.416483096953 -55956.23064367273 40303.52652378421 52120.130682849209 -58427.066567095593 -1551.1929092560531 -14742.553167305741 25635.824031725435 -4484.271241071996 -1641.682366962488 48270.935669863138 223307.91781250003 97261.404017376073 22986.506114281998
leaf_weight=1892492 1008013 217305 691090 2299 20369 412 143874 154 1507 83 515 24 31 43 97 55 149 91 169 141 68 88005 357 1710 2554 1037 133 20 58 949
leaf_count=1892492 1008013 217305 691090 2299 20369 412 143874 154 1507 83 515 24 31 43 97 55 149 91 169 141 68 88005 357 1710 2554 1037 133 20 58 949
internal_value=0 35.5135 160.793 489.127 38.1721 328.983 1237.12 9320.23 18964.3 39230.3 -9692.53 -31547.2 -130606 55897.2 76427.4 97790.5 124026 -1314.62 18710.5 10367.3 -1897.55 -1049.4 3794.31 199.242 5787.97 15338.5 21805.2 71151.6 16270 12673.1
internal_weight=0 2.18131e+06 1.1733e+06 482209 264904 244535 147413 3539 2348 841 1191 570 55 596 384 287 204 245 212 621 480 97122 9117 7600 5301 2747 1517 153 1364 1306
internal_count=4073804 2181312 1173299 482209 264904 244535 147413 3539 2348 841 1191 570 55 596 384 287 204 245 212 621 480 97122 9117 7600 5301 2747 1517 153 1364 1306
is_linear=0
shrinkage=0.1


Tree=3310
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 7 4 1 1 0 1 4 4 1 5 6 4 1 5 6 1 4 1 6 1 1 0 1 4 1
split_gain=5.7253e+11 1.59708e+13 1.40296e+13 1.6237e+13 2.1327e+13 1.22359e+13 1.50511e+13 1.69181e+13 1.34732e+13 1.2987e+13 3.58138e+13 1.44912e+13 1.55368e+13 1.19352e+13 1.24546e+13 2.01981e+13 2.98201e+13 1.65884e+13 1.24671e+13 1.68198e+13 1.40136e+13 2.94266e+13 2.85724e+13 1.13908e+13 1.30952e+13 1.20321e+13 1.07266e+13 7.40703e+13 5.65218e+13 3.068e+13
threshold=56.760749800000006 56.791379400000004 61.273924650000005 17.500000000000004 82.905000000000015 6.0000000000000009 25.500000000000004 60.516422150000004 60.66055595000001 56.782540950000005 60.770858000000011 25.500000000000004 22.500000000000004 49.300375350000003 2.5000000000000004 59.815000000000005 5.5000000000000009 60.549354600000008 4.5000000000000009 76.605000000000004 60.770858000000011 5.5000000000000009 60.66055595000001 74.015000000000015 60.636764050000004 60.605526900000008 56.818587550000011 60.66055595000001 9.5000000000000018 60.590708550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -7 11 12 -11 -2 15 -15 -17 -16 19 -19 21 22 -21 -18 25 -25 27 29 -29 -3
right_child=1 26 -4 4 -6 9 8 -9 -10 10 -12 -13 -14 14 17 16 23 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-19.72856950206554 -17077.128756867045 -3337.7391172789826 -13439.791121808545 13683.851883973126 -16723.262441456318 -833.84535529136667 -2293.674847234829 -8709.977618591869 32864.483827339827 37625.659747717989 -5214.231293583578 42748.908591386586 9190.8215158215153 4599.557273478048 16269.067151425012 21883.497112405712 -8486.2816273060089 8927.3875530032474 62198.823166232643 -13205.545518663195 -47724.683259600904 -11419.793482264766 106921.4211115057 -26548.495428240742 -7046.0101583501346 -95358.871865844732 60.866745784684774 -7225.1490560365164 -39045.991260328163 3163.0373786720252
leaf_weight=3190275 259 16185 554 382 768 2840 241 2887 199 242 1009 225 933 13424 1900 319 1493 1577 36 36 83 648 44 54 93 48 821453 1564 868 13165
leaf_count=3190275 259 16185 554 382 768 2840 241 2887 199 242 1009 225 933 13424 1900 319 1493 1577 36 36 83 648 44 54 93 48 821453 1564 868 13165
internal_value=0 71.2365 2327.6 2621.32 -730.517 640.595 -3756.06 -6093.14 13607.4 3747.32 9148.11 19499.3 15047.2 4250.18 4529.79 3200.64 -6156.11 9273.09 3789.45 2908.9 -8794.12 -4355.61 52864.3 -11455.1 -34185.2 -58929.8 -8.8754 -1811.46 -18582.3 -421.803
internal_weight=0 883529 30294 29740 9726 8958 3709 3269 440 5249 2409 1400 1175 20014 19755 15431 2007 4324 2424 2388 811 728 80 1688 195 102 853235 31782 2432 29350
internal_count=4073804 883529 30294 29740 9726 8958 3709 3269 440 5249 2409 1400 1175 20014 19755 15431 2007 4324 2424 2388 811 728 80 1688 195 102 853235 31782 2432 29350
is_linear=0
shrinkage=0.1


Tree=3311
num_leaves=31
num_cat=0
split_feature=0 3 4 1 6 6 0 6 6 0 6 1 4 3 5 1 3 0 6 4 3 2 6 6 4 6 5 4 0 5
split_gain=5.64249e+11 4.6411e+12 1.15861e+13 1.82352e+13 4.19134e+13 1.2989e+13 1.29262e+13 1.06267e+13 8.12153e+12 3.80498e+13 1.94125e+13 3.39473e+13 3.22856e+13 2.23798e+13 1.48721e+13 1.74464e+13 1.42879e+13 1.2368e+13 1.42583e+13 1.39542e+13 1.22214e+13 1.81862e+13 1.03383e+13 8.89667e+12 2.12039e+13 1.48652e+13 3.30973e+13 1.11438e+13 1.59572e+13 1.09686e+13
threshold=60.034792100000011 4.5000000000000009 24.500000000000004 30.260128500000004 86.920000000000016 45.305000000000007 60.042359000000012 62.625000000000007 134.05000000000004 60.05226170000001 120.05000000000001 49.300375350000003 4.5000000000000009 1.5000000000000002 4.5000000000000009 34.382014200000008 2.5000000000000004 61.686687400000004 168.45000000000002 4.5000000000000009 2.5000000000000004 3338.0000000000005 149.05000000000004 110.01500000000001 10.500000000000002 100.05000000000001 3.5000000000000004 8.5000000000000018 61.78914120000001 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 8 4 5 -4 7 -7 10 22 23 13 -13 -12 17 -16 -17 18 19 -11 -15 -22 -10 25 27 29 -27 -25 -29 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 14 11 12 -14 20 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=6.3398437842793278 5.3002253102998749 -832.87787173155129 4481.3762850674711 3067.6576352994202 166560.82203124999 37763.739354556077 -13171.212552787163 101940.53224954044 -139153.74862557871 25642.589947916669 -7892.4861049107149 -124098.85554315476 22412.906323702831 147799.42332974137 90633.964535984851 -65577.635119047627 45323.878237680292 12081.497269780586 -85183.6533203125 -54503.411039806553 3427.4679687500002 124143.01463341346 -44295.025000000001 -18621.993192591293 -94680.8818359375 43321.363620060612 -17402.82744207513 94908.445720108692 -27224.663867187501 45520.964348098467
leaf_weight=3958919 51669 59389 264 2151 20 107 37 34 27 45 28 21 53 29 33 21 26 94 40 42 24 26 20 178 32 233 146 23 20 53
leaf_count=3958919 51669 59389 264 2151 20 107 37 34 27 45 28 21 53 29 33 21 26 94 40 42 24 26 20 178 32 233 146 23 20 53
internal_value=0 -218.47 439.038 6939.22 24964.6 18557.6 39434.6 53239 117.858 -15108.5 218.719 32911.5 -19164.8 68926.8 -2042.2 34902.6 -4227.86 -15415.9 -35768.3 -13048.6 96153.9 66199.6 -98788.3 105.693 -18601.2 196.532 19928.9 -7585.13 38102.3 51.9405
internal_weight=0 114885 55496 2613 462 442 178 141 52883 348 52535 181 74 107 301 80 47 221 127 87 79 50 47 52354 253 52101 379 221 43 51722
internal_count=4073804 114885 55496 2613 462 442 178 141 52883 348 52535 181 74 107 301 80 47 221 127 87 79 50 47 52354 253 52101 379 221 43 51722
is_linear=0
shrinkage=0.1


Tree=3312
num_leaves=31
num_cat=0
split_feature=4 6 6 1 5 2 3 4 3 2 3 0 1 6 0 2 1 1 1 3 2 1 1 1 0 0 7 1 1 4
split_gain=5.63187e+11 1.12723e+13 7.26609e+13 4.75633e+13 3.91302e+13 6.7761e+13 3.68591e+13 3.23247e+13 2.52082e+13 2.33084e+13 2.29607e+13 2.99402e+13 3.55342e+13 1.70554e+13 5.97968e+13 1.65093e+13 1.36695e+13 1.99063e+13 1.37157e+13 2.11602e+13 1.34567e+13 1.33988e+13 1.35622e+13 1.2923e+13 1.22935e+13 1.72034e+13 1.64838e+13 1.20042e+13 1.97903e+13 1.1862e+13
threshold=24.500000000000004 80.030000000000015 79.710000000000022 30.277905650000005 2.5000000000000004 75.000000000000014 3.5000000000000004 25.500000000000004 10.500000000000002 3191.5000000000005 17.500000000000004 55.034466500000008 39.079932600000006 80.720000000000013 59.905532300000012 1696.0000000000002 37.600779750000008 55.957851400000003 37.46219940000001 12.500000000000002 2828.5000000000005 44.064675150000006 47.17130860000001 30.260128500000004 55.834019500000004 55.633951400000008 6.0000000000000009 37.46219940000001 37.873748150000004 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 23 5 -5 20 8 15 21 11 12 -10 14 16 27 18 -18 -3 -20 -6 -7 -23 -4 25 -12 -26 -8 -29 -15
right_child=1 13 3 4 6 9 7 -9 10 -11 24 -13 -14 29 -16 -17 17 -19 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=9.0322752411024876 -41.112887153078297 -28885.541794404529 -2923.4913671875001 -149712.99488146554 10877.751770710496 11420.535185256807 21818.83127725291 11417.215829956054 125931.76599702382 -42662.786027166199 19773.259029796514 111430.59227241849 -42542.804652847786 -3185.7697078510428 32063.677161593267 4464.6044690583885 -63334.079114163309 -16143.350231933595 -42731.777801724144 67801.557013081401 -67709.551561180313 121524.43058035715 22193.110651765048 -104226.91904871324 -38361.65406135111 108715.0763671875 76050.217929687511 157345.81725000002 33871.711950231482 1302.6852387812044
leaf_weight=3846796 198998 168 20 29 53 101 43 200 21 55 43 184 31 17042 193 114 217 152 29 43 37 28 27 34 34 44 20 25 27 8996
leaf_count=3846796 198998 168 20 29 53 101 43 200 21 55 43 184 31 17042 193 114 217 152 29 43 37 28 27 34 34 44 20 25 27 8996
internal_value=0 -153.058 104.977 24952.6 29387.7 -6386.49 39188.9 46130 57977.4 13312.4 73420.1 92495.6 25495 -2077.44 -16440.8 30121.3 -31812.5 -43895.1 -13235.5 23281.2 -21430.4 33047.3 72761.8 -66707.1 41492.4 64755.3 4013.11 60909.4 93234.3 -1635.03
internal_weight=0 227008 200168 1170 1116 240 876 786 586 211 377 236 52 26840 802 209 609 369 240 72 90 156 55 54 141 87 54 95 52 26038
internal_count=4073804 227008 200168 1170 1116 240 876 786 586 211 377 236 52 26840 802 209 609 369 240 72 90 156 55 54 141 87 54 95 52 26038
is_linear=0
shrinkage=0.1


Tree=3313
num_leaves=31
num_cat=0
split_feature=6 2 4 0 0 4 3 3 0 1 5 3 3 1 1 4 1 0 0 1 0 1 3 0 3 0 5 0 2 0
split_gain=5.58078e+11 1.04236e+12 1.312e+12 1.12566e+12 6.69687e+12 1.02457e+13 7.75201e+12 1.8232e+13 9.40146e+12 8.64843e+12 1.57356e+13 2.74912e+13 1.17892e+13 1.16496e+13 1.50351e+13 1.142e+13 6.96704e+12 8.55233e+12 8.13596e+12 6.94832e+12 8.31238e+12 6.27917e+12 5.89259e+12 5.73646e+12 7.3253e+12 6.48944e+12 5.951e+12 6.99786e+12 7.80418e+12 9.01551e+12
threshold=247.90000000000001 13505.500000000002 8.5000000000000018 56.020150250000007 56.148747500000006 6.5000000000000009 6.5000000000000009 5.5000000000000009 56.818587550000011 40.024897700000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 30.330566300000005 30.157841000000001 6.5000000000000009 43.997056950000008 56.782540950000005 56.850115550000005 60.620042600000012 59.864072000000007 30.323041000000003 2.5000000000000004 55.910578700000009 3.5000000000000004 55.858844800000007 1.5000000000000002 55.721784200000009 7884.5000000000009 45.085557650000005
decision_type=2 2 2 2 2 2 2 2 2 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 23 5 -5 7 9 -8 12 16 22 13 14 -6 -15 -11 -18 -19 20 -10 -22 -12 25 -25 26 27 28 29 -2
right_child=1 2 -4 4 6 -7 8 -9 19 10 11 -13 -14 15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.0366122194091547 -24149.495229945234 3231.1867378048782 33071.301377802309 87085.78796895346 25754.63075 1215.0787198153409 72760.7127963362 -79642.44458333333 -36255.450486111113 -39650.65144042969 -43982.879385080647 -139190.31187160328 79052.105917245382 10235.073149294971 -80939.985742187506 92883.661830357159 49152.886636284726 -53818.757291666669 8918.9623073091443 43041.767708333333 66091.731406250008 -12200.421809895834 15887.238430524554 -69746.102764423078 -6035.815694518009 47937.628919719835 2611.5423111977002 -46882.827343750003 -44087.380685292126 13706.735953457797
leaf_weight=4070611 97 41 23 24 25 33 29 30 45 32 31 23 27 82 28 21 45 24 149 42 20 21 35 26 59 29 1879 48 46 179
leaf_count=4070611 97 41 23 24 25 33 29 30 45 32 31 23 27 82 28 21 45 24 149 42 20 21 35 26 59 29 1879 48 46 179
internal_value=0 1321.53 13955 1063.13 4394.46 37371.2 1743.3 -3833.24 21350 523.615 -8933.51 -45042.6 18042.5 7483.2 -30612.3 27085.8 3921.34 10317.2 215.464 9702.22 -6579.88 25990.9 -12233.6 -16.7681 -25523.7 934.982 328.901 -11263.2 -5953.46 402.191
internal_weight=0 3193 64 3129 766 57 709 552 157 522 339 89 183 156 53 103 250 218 173 128 86 41 66 2363 85 2278 2249 370 322 276
internal_count=4073804 3193 64 3129 766 57 709 552 157 522 339 89 183 156 53 103 250 218 173 128 86 41 66 2363 85 2278 2249 370 322 276
is_linear=0
shrinkage=0.1


Tree=3314
num_leaves=31
num_cat=0
split_feature=0 6 5 2 6 4 3 3 1 6 3 1 6 3 3 4 1 4 6 3 6 6 4 4 6 4 3 6 6 7
split_gain=5.58246e+11 5.71016e+12 1.45689e+13 2.7848e+13 1.42039e+13 5.78669e+13 2.84395e+13 2.64412e+13 2.1523e+13 1.93523e+13 1.91941e+13 1.79736e+13 1.69335e+13 1.45242e+13 1.41014e+13 1.2868e+13 1.24017e+13 5.40269e+13 3.29191e+13 6.94451e+13 3.19138e+13 8.39253e+13 2.65287e+13 5.80601e+13 2.13021e+13 1.90544e+13 3.55224e+13 1.89461e+13 1.23431e+13 1.19862e+13
threshold=43.472751400000007 46.010000000000012 1.5000000000000002 3999.0000000000005 43.405000000000008 5.5000000000000009 3.5000000000000004 5.5000000000000009 39.908802000000009 45.605000000000011 6.5000000000000009 45.126607350000008 45.605000000000011 7.5000000000000009 1.5000000000000002 11.500000000000002 39.908802000000009 3.5000000000000004 103.03500000000001 6.5000000000000009 80.030000000000015 84.810000000000016 17.500000000000004 7.5000000000000009 116.05000000000001 9.5000000000000018 6.5000000000000009 69.605000000000004 58.305000000000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 29 -9 11 -10 -8 -6 -7 -1 -12 17 27 20 -20 25 -22 23 -23 -21 26 -19 -3 -28 -4
right_child=-2 16 3 -5 5 13 9 8 10 -11 15 -13 -14 -15 -16 -17 -18 18 19 24 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=8577.6008218829884 4.0110140200887718 20310.646093750001 23644.757760452838 -316.63059672017192 -9510.6814429503229 -29183.505139710021 143645.7234765625 158279.86990489133 122535.35312500001 258.83773018973216 56656.86681361607 46249.329427083336 54178.111101117058 -101529.51446368244 -2256.978085370461 -38412.81487630208 -704.48297734402706 -22146.826099507147 -232964.60291193184 -103842.72343750001 216649.1031622024 -87785.923437500009 -108719.97226562501 130329.50494290865 22889.624826388888 -51141.375241477275 26400.152734375002 124402.95179227943 125065.76941964286 -18494.724083333334
leaf_weight=1424 4026531 36 675 1978 156 111 40 23 25 28 35 36 57 37 7680 24 34049 363 22 21 21 23 20 26 36 165 32 34 21 75
leaf_count=1424 4026531 36 675 1978 156 111 40 23 25 28 35 36 57 37 7680 24 34049 363 22 21 21 23 20 26 36 165 32 34 21 75
internal_value=0 -341.642 1501.06 7193.42 18430.1 4358.23 28462.3 26065.4 72569.2 71327.4 49100.8 97510.6 7532.8 -47270 -562.29 17984.5 -997.151 -13149.7 -20991.5 -82049.3 -13802.9 41608 -11665.3 27948.8 -23801.2 -22386.3 -10981 70869.8 65494.1 19430.8
internal_weight=0 47273 12404 3300 1322 465 317 857 107 104 84 76 213 148 9104 59 34869 820 750 79 671 90 69 49 57 581 416 70 53 750
internal_count=4073804 47273 12404 3300 1322 465 317 857 107 104 84 76 213 148 9104 59 34869 820 750 79 671 90 69 49 57 581 416 70 53 750
is_linear=0
shrinkage=0.1


Tree=3315
num_leaves=31
num_cat=0
split_feature=3 1 0 6 4 0 1 0 6 7 6 0 3 1 5 3 7 0 3 3 0 1 6 5 1 7 1 6 3 6
split_gain=5.63921e+11 6.03125e+12 1.35179e+13 2.25268e+13 2.38544e+13 4.17187e+13 3.35587e+13 4.37078e+13 5.9569e+13 4.566e+13 3.78764e+13 3.01731e+13 2.76977e+13 4.40217e+13 5.06508e+13 2.71022e+13 2.64777e+13 2.42715e+13 6.17487e+13 8.73796e+13 1.36043e+14 2.91231e+13 3.17935e+13 4.48666e+13 3.30859e+13 3.69796e+13 2.4736e+13 2.55286e+13 2.27827e+13 2.25671e+13
threshold=7.5000000000000009 37.131181300000009 59.864072000000007 70.50500000000001 17.500000000000004 55.60524465000001 30.157841000000001 59.838047850000002 116.05000000000001 6.0000000000000009 82.905000000000015 59.838047850000002 8.5000000000000018 30.624707450000006 2.5000000000000004 8.5000000000000018 6.0000000000000009 59.848366150000011 10.500000000000002 9.5000000000000018 59.838047850000002 30.323041000000003 80.030000000000015 3.5000000000000004 30.362494150000003 6.0000000000000009 30.345769800000003 95.045000000000016 16.500000000000004 77.010000000000005
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 -5 11 8 9 -8 12 -7 -11 14 -14 -10 -9 18 19 26 -21 -19 -23 24 25 -24 -6 -28 -26 -13
right_child=1 -3 -4 4 17 6 7 16 15 10 -12 29 13 -15 -16 -17 -18 21 -20 20 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-24.822914397779268 -691.35870150040955 144.96276868614461 159.11042121473284 -2232.1704891765216 -44805.760872395833 -15187.93092412534 -17720.055405052237 -27680.806487694797 4933.5059062500004 -12182.378500050037 -17509.273158812994 -29825.980408494019 209459.27260237071 18494.28572593295 57073.073686079544 -114713.99248547677 -65514.510535835609 1056.3911811983846 2573.5998622906354 -48787.053172743057 -265225.62071368244 3291.1067110027216 163079.11897786459 -70656.493750000009 -23659.373305084748 60372.480600961542 3580.2690797693595 113528.26606250001 72704.207142857151 47000.797543826222
leaf_weight=2818986 49669 1076607 115443 5194 90 276 1490 945 25 111 253 47 29 213 88 78 230 1327 1581 135 37 277 48 28 59 130 136 25 42 205
leaf_count=2818986 49669 1076607 115443 5194 90 276 1490 945 25 111 253 47 29 213 88 78 230 1327 1581 135 37 277 48 28 59 130 136 25 42 205
internal_value=0 55.7654 -483.093 -1664.23 -5353.2 -8139.42 -15829.2 -19410.7 -11356.9 -7852.08 13334.2 7654.31 31029 45563.7 94844 -85673.3 -35086.6 1182.85 -6506.05 -40442.1 -95346.5 9245.93 27854.7 50018 62128.7 88068.7 -2818.31 20652.9 16412.6 32672
internal_weight=0 1.25482e+06 178211 62768 13099 9184 3990 3462 2287 2184 694 528 441 330 117 103 1175 3915 2004 423 172 1911 584 307 279 178 251 161 101 252
internal_count=4073804 1254818 178211 62768 13099 9184 3990 3462 2287 2184 694 528 441 330 117 103 1175 3915 2004 423 172 1911 584 307 279 178 251 161 101 252
is_linear=0
shrinkage=0.1


Tree=3316
num_leaves=31
num_cat=0
split_feature=0 0 1 4 6 7 4 6 1 1 0 4 1 4 1 6 0 4 4 1 1 1 0 1 1 6 6 1 6 1
split_gain=5.71817e+11 1.28163e+13 1.13424e+13 1.31462e+13 1.92154e+13 1.34126e+13 1.69508e+13 1.43343e+13 1.19387e+13 9.90515e+12 1.71312e+13 2.00237e+13 9.84557e+12 1.2664e+13 1.17681e+13 1.23685e+13 9.34384e+12 3.64725e+13 1.74212e+13 1.33924e+13 3.06996e+13 4.87292e+13 2.07291e+13 2.28492e+13 5.09676e+13 1.66193e+13 1.50222e+13 1.40359e+13 1.3829e+13 1.37251e+13
threshold=56.760749800000006 56.791379400000004 61.273924650000005 17.500000000000004 49.010000000000012 6.0000000000000009 26.500000000000004 110.01500000000001 60.516422150000004 60.549354600000008 56.782540950000005 25.500000000000004 52.419561900000012 4.5000000000000009 60.549354600000008 85.020000000000024 56.520242650000007 26.500000000000004 30.500000000000004 48.411058050000008 60.307188350000011 60.571186450000006 56.638205000000006 60.66055595000001 60.636764050000004 106.49500000000002 78.010000000000005 60.516422150000004 80.030000000000015 36.593086150000012
decision_type=2 2 2 2 2 2 2 2 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 12 -5 6 7 8 -6 -7 -11 -12 -2 14 15 -14 -1 19 -19 29 28 26 -23 24 -24 -25 -22 -28 -21 -18
right_child=1 -3 -4 4 5 9 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 18 -20 20 21 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=1.106503250180946 -12924.705123720032 -0.57333525131060126 -12084.700019620903 3940.7927334931683 12142.409600138548 7404.0984580853874 35980.292565104166 -57223.882438858695 -13385.750660472786 -14584.082114893286 -1827.4473782217055 38339.815686197915 18774.430704262875 3347.1135473982467 4126.2604387964848 88866.386222956731 -40081.033216594835 90888.016307043654 4437.3529191300677 -15268.570194774971 12789.390034197342 -18778.910814042825 -6731.1075207784052 -644.77378270840143 -54466.960836791994 -67812.003461518165 99002.164719314576 22527.990683593751 -73371.64693429129 -308.0235700065117
leaf_weight=3143735 345 853235 554 4696 203 1037 75 69 1878 899 719 150 794 18015 834 26 87 63 37 1659 1210 933 1771 8420 256 37 40 60 42 31925
leaf_count=3143735 345 853235 554 4696 203 1037 75 69 1878 899 719 150 794 18015 834 26 87 63 37 1659 1210 933 1771 8420 256 37 40 60 42 31925
internal_value=0 71.1922 2092.48 2356.57 -659.418 -4954.17 -10752.1 -12382.3 -10895.5 -355.081 -4906.14 5105.91 3822.22 4115.97 12490.2 20996.9 -19.7163 -1426.28 58901.3 -1556.18 -4085.69 -2399.32 -4495.32 -3224.19 -12759.9 -938.635 15867.9 53117.7 -16703.2 -416.116
internal_weight=0 883529 30294 29740 9726 5030 2225 2150 2081 2805 1768 869 20014 19669 1654 820 3.19028e+06 46540 100 46440 14428 12727 11417 10484 2027 8457 1310 100 1701 32012
internal_count=4073804 883529 30294 29740 9726 5030 2225 2150 2081 2805 1768 869 20014 19669 1654 820 3190275 46540 100 46440 14428 12727 11417 10484 2027 8457 1310 100 1701 32012
is_linear=0
shrinkage=0.1


Tree=3317
num_leaves=31
num_cat=0
split_feature=4 6 6 1 5 2 3 4 0 0 1 0 2 6 1 1 0 1 1 1 3 2 1 1 1 6 1 0 4 0
split_gain=5.6673e+11 9.44996e+12 5.86974e+13 3.84205e+13 3.1647e+13 5.48773e+13 2.97962e+13 2.62874e+13 2.27897e+13 4.04715e+13 3.23147e+13 1.99039e+13 1.88889e+13 1.38042e+13 4.90186e+13 1.30301e+13 1.16871e+13 1.10329e+13 1.61401e+13 1.11482e+13 1.71368e+13 1.09011e+13 1.0857e+13 1.09856e+13 1.08466e+13 1.08361e+13 4.36377e+13 5.16085e+13 2.32064e+13 2.55309e+13
threshold=24.500000000000004 80.030000000000015 79.710000000000022 30.277905650000005 2.5000000000000004 75.000000000000014 3.5000000000000004 25.500000000000004 55.834019500000004 55.034466500000008 39.079932600000006 59.905532300000012 3191.5000000000005 80.720000000000013 30.370944000000005 30.362494150000003 57.978821400000008 37.600779750000008 55.957851400000003 37.46219940000001 12.500000000000002 2828.5000000000005 44.064675150000006 47.17130860000001 60.571186450000006 78.605000000000004 37.331232350000008 59.939085000000013 25.500000000000004 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 21 8 9 10 -8 16 22 14 15 -3 -10 19 -19 -16 -21 -6 -7 -24 -20 -2 27 -27 29 -28
right_child=1 13 3 4 6 12 7 -9 11 -11 -12 -13 -14 -15 17 -17 -18 18 24 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=9.0606487836005574 23.809661584587587 20550.434466337319 -59964.830751433205 -134753.67537715516 9792.0732891730549 10255.049067914604 121957.55318287037 10152.997164794922 21421.987875756287 91171.604544431597 186.78820390279316 86359.916722470254 -38432.775186434665 -1517.5039706758389 -25965.629990605583 105882.3080859375 -49660.3203125 -57012.209087431598 26031.411772885531 -38464.721551724142 61006.495067223841 -60940.322650971291 109358.90111607144 19960.160561342593 -32116.949926297169 -53184.031627585675 35450.936694570693 23234.227686374474 -11309.462310214898 -3060.9378155549366
leaf_weight=3846796 197101 170 54 29 53 101 27 200 133 243 113 42 55 26038 171 20 28 217 46 29 43 37 28 27 106 352 312 118 731 384
leaf_count=3846796 197101 170 54 29 53 101 27 200 133 243 113 42 55 26038 171 20 28 217 46 29 43 37 28 27 106 352 312 118 731 384
internal_value=0 -153.538 82.7206 22415.5 26401.7 -5770.52 35216 41456.8 52140.6 66497.8 23671.2 25053 11957 -1915.52 -14837.5 29532.7 9059.85 -28612.6 -39508.4 -12067.2 20941.7 -19286.8 29722.7 65472.2 -14519.4 -48.5842 -7570.41 -33998.2 1133.9 14203
internal_weight=0 227008 200168 1170 1116 240 876 786 586 383 140 203 211 26840 802 190 161 612 369 243 72 90 156 55 152 198998 1897 470 1427 696
internal_count=4073804 227008 200168 1170 1116 240 876 786 586 383 140 203 211 26840 802 190 161 612 369 243 72 90 156 55 152 198998 1897 470 1427 696
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 4 0 7 6 6 4 6 6 4 3 4 6 6 3 5 6 4 4 6 4 0 3 6 4
split_gain=5.62301e+11 7.7803e+12 2.59466e+13 3.8299e+13 3.51965e+13 3.5792e+13 4.16858e+13 2.6668e+13 5.09555e+13 1.15768e+14 4.95764e+13 3.39132e+13 2.74497e+13 2.58366e+13 2.54235e+13 3.31445e+13 2.53827e+13 2.46585e+13 2.39913e+13 3.19648e+13 2.31558e+13 2.34577e+13 3.57923e+13 2.74082e+13 2.44703e+13 2.26336e+13 2.41917e+13 4.17222e+13 2.25435e+13 2.24716e+13
threshold=56.83050475000001 56.850115550000005 60.590708550000009 60.605526900000008 60.516422150000004 64.805000000000021 4.5000000000000009 56.838524800000009 6.0000000000000009 51.015000000000008 50.010000000000012 5.5000000000000009 95.045000000000016 138.05000000000004 8.5000000000000018 2.5000000000000004 9.5000000000000018 73.995000000000019 112.00500000000001 10.500000000000002 3.5000000000000004 73.41500000000002 9.5000000000000018 11.500000000000002 79.710000000000022 5.5000000000000009 56.838524800000009 3.5000000000000004 71.715000000000018 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 7 -2 -6 -7 17 9 10 -9 -11 29 -14 -13 -16 -17 28 -18 -20 21 -5 24 -24 -23 26 27 -22 -4 -10
right_child=1 -3 3 20 5 6 -8 8 12 11 -12 14 13 -15 15 16 18 -19 19 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-18.460036311470315 741.39297009831159 13.396669901535152 -10531.717642210575 1639.0528208115156 5333.1203801992915 -54238.725359030337 25556.2990001338 -5559.3611145308796 -9442.0331499801305 2363.9949929539162 -117216.14194834184 177139.96325577446 -68317.452934570305 54447.895937499998 -24673.775567626955 15294.772589760638 72275.535625000004 -30212.036444006793 199747.68704268293 48032.003813244053 6589.758686127534 16547.914564915711 68567.474916294654 18943.365673840923 -32240.713198416575 -26147.618720977662 -13949.450491573034 185858.81312500002 54842.056589988424 21524.464530051493
leaf_weight=3267182 7966 776305 2277 9190 3517 68 1759 211 1585 79 49 23 120 20 34 47 125 718 41 21 37 190 126 954 224 498 89 20 54 275
leaf_count=3267182 7966 776305 2277 9190 3517 68 1759 211 1585 79 49 23 120 20 34 47 125 718 41 21 37 190 126 954 224 498 89 20 54 275
internal_value=0 74.7715 1646.35 -941.696 4953.25 11231.6 22586.4 -7643.94 -265.573 24535 -26602.4 60469.4 -8077.77 -50779.5 76243.8 67584.8 80989.8 -14008.4 97501.4 148360 2418.3 3528.32 15149.7 24732.8 -9849.8 -15996.9 18626.7 69491.2 -9017.27 -4863.65
internal_weight=0 806622 30317 17007 13310 5344 1827 5679 2630 630 260 370 2000 140 291 268 234 3049 187 62 11328 10684 1494 1080 414 644 146 57 2331 1860
internal_count=4073804 806622 30317 17007 13310 5344 1827 5679 2630 630 260 370 2000 140 291 268 234 3049 187 62 11328 10684 1494 1080 414 644 146 57 2331 1860
is_linear=0
shrinkage=0.1


Tree=3319
num_leaves=31
num_cat=0
split_feature=2 0 0 6 6 1 6 6 6 4 1 6 0 6 4 0 6 1 4 6 0 1 0 1 1 7 6 0 0 6
split_gain=5.75479e+11 4.54073e+12 1.38957e+13 2.69129e+13 2.38939e+13 1.55035e+13 1.29349e+13 2.95076e+13 1.33569e+13 1.36872e+13 1.27525e+13 1.53796e+13 1.27402e+13 1.19506e+13 1.17907e+13 1.31539e+13 1.06598e+13 1.56199e+13 1.45026e+13 2.11137e+13 1.40906e+13 1.38036e+13 1.18692e+13 1.18244e+13 2.82933e+13 2.97375e+13 1.771e+13 1.24515e+13 1.18964e+13 1.3692e+13
threshold=451.00000000000006 55.071632200000003 55.111813300000001 80.030000000000015 83.820000000000007 38.430814800000007 95.045000000000016 90.045000000000016 88.00500000000001 7.5000000000000009 38.782330450000011 90.045000000000016 55.080855950000007 86.920000000000016 16.500000000000004 54.973017600000006 50.995000000000012 37.401708450000008 14.500000000000002 76.00500000000001 54.916864950000011 37.374856000000008 54.86311005000001 38.166910000000009 38.066230450000006 6.0000000000000009 69.605000000000004 54.94110555000001 54.431501800000014 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 6 3 5 -5 -3 7 8 13 -10 12 -12 -6 16 15 -8 -1 20 23 -20 -18 -22 -21 24 25 27 -27 -19 -25 -30
right_child=-2 2 -4 4 10 -7 14 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 19 22 21 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=507.75656288428536 -16.783986085279217 -16628.118624472827 87.820891116878016 120715.04088331654 111124.46922554349 5669.7940164010361 -23265.370599099864 55895.831213650177 -111564.78423295455 -11447.663802083334 27329.887664473688 -76275.478804347833 29535.507571785911 48474.251236979173 46274.787616257439 -101978.00299479166 -4255.428798634297 -1612.8618453541642 2587.2786814673473 102392.23467741936 -57712.270932224827 -18654.207012330397 31130.891028988492 38544.471798406863 16329.852332837418 -29886.38770680147 -140759.29274999999 -37131.620965062793 -7941.7584475654166 -35775.590519247897
leaf_weight=10184 3396489 339 655919 31 23 3889 184 90 22 36 38 23 114 48 21 24 592 1272 472 31 112 471 95 51 778 34 25 107 2097 193
leaf_count=10184 3396489 339 655919 31 23 3889 184 90 22 36 38 23 114 48 21 24 592 1272 472 31 112 471 95 51 778 34 25 107 2097 193
internal_value=0 84.1656 125.634 5690.41 39079.8 3881.95 -1532.5 -1209 -1518.23 -49423.1 26298.5 -11734.4 43232.9 -1350.47 -25137.7 -32347.6 -1495.29 -4717.89 -2346.29 12295.6 -15122.7 -26157.6 48663.4 -4267.7 967.898 -7343.37 -76866.4 -4368.85 -9223.75 -10287.6
internal_weight=0 677315 660376 4457 229 4228 16939 16710 16620 58 198 61 137 16562 229 208 16514 6330 5155 598 1175 583 126 4557 2216 1438 59 1379 2341 2290
internal_count=4073804 677315 660376 4457 229 4228 16939 16710 16620 58 198 61 137 16562 229 208 16514 6330 5155 598 1175 583 126 4557 2216 1438 59 1379 2341 2290
is_linear=0
shrinkage=0.1


Tree=3320
num_leaves=31
num_cat=0
split_feature=6 4 3 0 2 1 1 1 1 0 0 5 0 0 1 0 1 1 3 3 4 0 0 1 1 4 1 1 5 5
split_gain=5.09492e+11 9.76446e+11 1.38983e+13 1.46953e+13 9.53505e+12 7.6465e+12 9.43446e+12 4.86935e+12 5.71416e+12 3.66741e+12 5.6884e+12 1.06499e+13 6.23344e+12 4.58925e+12 3.02241e+12 4.57951e+12 4.43907e+12 4.45105e+12 8.83813e+12 5.334e+12 5.62265e+12 7.98866e+12 1.07351e+13 2.93528e+12 8.57476e+12 4.00929e+12 4.02585e+12 3.52583e+12 2.82142e+12 2.768e+12
threshold=247.90000000000001 3.5000000000000004 2.5000000000000004 54.947759400000002 3338.0000000000005 92.948588300000011 82.975438000000011 38.066230450000006 36.049731800000011 55.214863500000007 55.897267000000006 4.5000000000000009 57.634352600000007 54.604289300000012 113.48479755000001 56.638205000000006 82.965501500000016 92.865667950000017 4.5000000000000009 7.5000000000000009 7.5000000000000009 54.916864950000011 54.604289300000012 39.038055050000004 39.843340650000009 1.5000000000000002 42.186961750000002 47.800771000000005 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 5 -4 -5 6 7 8 -2 13 -11 12 -12 23 16 -16 28 19 -19 20 21 22 -18 -9 -25 -26 -27 -28 29 -3
right_child=1 14 3 4 -6 -7 -8 9 -10 10 11 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.99046202716102261 -1888.3181199596775 -506.59827329422063 97386.164037298397 60348.756054687503 -28790.872209821428 52730.216682942715 -52081.284758112983 37607.424879807695 -70447.469882812511 -57092.78151971726 46083.029061498404 -62014.576953125004 -20487.977645596591 51795.064528245195 -60903.71484375 472.31403729838712 55360.91667175293 24733.327852746213 -57093.045316938922 72083.05539434524 -14672.797297297297 77656.931024639431 -40244.501154891303 -59661.059335937505 37446.265564903842 28187.504791666666 -37251.298046875003 14863.76017485119 -32292.472178819444 16016.309219533092
leaf_weight=4070611 31 2331 31 21 28 24 39 26 20 21 39 20 22 26 20 31 24 33 22 21 37 26 23 20 39 30 34 21 27 106
leaf_count=4070611 31 2331 31 21 28 24 39 26 20 21 39 20 22 26 20 31 24 33 22 21 37 26 23 20 39 30 34 21 27 106
internal_value=0 1262.7 5360.06 43501.9 9411.83 -2046.12 -5434.35 -221.652 -28774.3 4664.87 -10713.1 1311.25 22073.8 12667.7 516.342 -23596.7 980.405 15877 -7997.22 25900.5 17083.9 33179.7 8575.29 6683.51 1100.02 10900.2 -1279.77 -17352.8 -144.094 212.084
internal_weight=0 3193 492 80 49 412 388 349 51 298 102 81 61 196 2701 51 2650 186 55 131 110 73 47 170 144 124 85 55 2464 2437
internal_count=4073804 3193 492 80 49 412 388 349 51 298 102 81 61 196 2701 51 2650 186 55 131 110 73 47 170 144 124 85 55 2464 2437
is_linear=0
shrinkage=0.1


Tree=3321
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 6 7 1 3 4 4 6 4 1 4 4 1 3 6 1 4 3 6 6 6 6 5 3 4
split_gain=5.06993e+11 7.96707e+12 3.7074e+13 2.88716e+13 2.87621e+13 4.94732e+13 4.11192e+13 3.40965e+13 3.47808e+13 5.42312e+13 1.07692e+14 1.02973e+14 3.64631e+13 3.12286e+13 2.81971e+13 2.68807e+13 6.70105e+13 5.17512e+13 3.98815e+13 3.63269e+13 3.92393e+13 6.96846e+13 4.15908e+13 1.00285e+14 5.76153e+13 3.13584e+13 8.67145e+13 4.65929e+13 3.85924e+13 3.51037e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 32.515000000000008 30.472130500000002 30.509101000000005 87.395000000000024 6.0000000000000009 30.410676000000006 19.500000000000004 16.500000000000004 17.500000000000004 62.010000000000012 9.5000000000000018 30.425503950000003 17.500000000000004 13.500000000000002 30.277905650000005 3.5000000000000004 84.00500000000001 30.303340300000002 10.500000000000002 4.5000000000000009 102.04000000000001 101.02000000000002 71.030000000000015 63.140000000000008 2.5000000000000004 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 3 -2 7 6 -6 8 -4 10 13 12 -12 -10 -13 16 17 -5 -17 25 22 -22 24 -24 -21 26 28 -28 -19 -27
right_child=1 -3 4 15 5 -7 -8 -9 9 -11 11 14 -14 -15 -16 18 -18 19 -20 20 21 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=8.1656639411085212 -70309.729055851072 15.659809213325767 -17345.113866870608 56619.218303715999 39867.150116569617 -2399.2397497235938 175341.54263822117 -704.45372998131177 4798.8324752485851 -142620.47524038464 113505.49894301471 -93245.351432291674 259161.81440217394 -27387.708025870423 41942.959293619795 -109064.8584201389 65784.329263758322 81672.372188558918 -3194.575893195657 -35419.328679547987 6734.3977376483344 -141749.49692095589 -135117.56448317308 135348.7759159483 -191435.23323170733 -1534.5228150201613 -70744.338692259553 24199.7334692029 10555.251059198683 59876.814459831017
leaf_weight=3866640 47 192989 3686 193 162 454 26 5322 901 26 68 27 23 453 36 45 209 83 170 56 449 34 26 29 41 155 206 69 946 233
leaf_count=3866640 47 192989 3686 193 162 454 26 5322 901 26 68 27 23 453 36 45 209 83 170 56 449 34 26 29 41 155 206 69 946 233
internal_value=0 -152.409 -2440.62 7448.63 -5085.36 15464.3 58603 -6336.82 -12079.3 573.925 3042.79 82281.9 150320 -5969.63 -15994.9 8690.01 11372.1 6859.31 -25353.5 2732.26 -17663 -3717.88 -61975.5 7491.96 -101364 10386.5 2960.52 -46922 16291.6 35343.9
internal_weight=0 207164 14175 2991 11184 642 188 10542 5220 1534 1508 154 91 1354 63 2944 2729 2520 215 2327 635 483 152 55 97 1692 1304 275 1029 388
internal_count=4073804 207164 14175 2991 11184 642 188 10542 5220 1534 1508 154 91 1354 63 2944 2729 2520 215 2327 635 483 152 55 97 1692 1304 275 1029 388
is_linear=0
shrinkage=0.1


Tree=3322
num_leaves=31
num_cat=0
split_feature=0 0 7 1 1 4 1 4 1 1 6 2 4 6 7 0 1 6 5 6 0 1 6 4 6 6 6 4 1 4
split_gain=5.4889e+11 1.45096e+13 4.656e+13 3.20791e+13 2.60249e+13 2.16426e+13 2.08517e+13 1.69727e+13 2.19588e+13 3.00402e+13 1.77786e+13 1.48266e+13 1.44633e+13 1.34046e+13 1.29505e+13 1.68569e+13 5.97123e+13 4.78052e+13 4.29578e+13 3.08566e+13 2.91023e+13 6.15023e+13 5.13682e+13 3.10618e+13 4.00866e+13 5.44943e+13 2.93549e+13 2.28187e+13 2.00594e+13 1.91781e+13
threshold=57.57007620000001 57.205086850000008 6.0000000000000009 65.493200550000012 39.908802000000009 2.5000000000000004 39.873894000000007 12.500000000000002 39.939672500000007 59.999510900000011 78.605000000000004 3930.5000000000005 9.5000000000000018 39.355000000000011 6.0000000000000009 57.670849000000011 39.908802000000009 63.855000000000011 1.5000000000000002 116.05000000000001 57.634352600000007 39.873894000000007 138.05000000000004 4.5000000000000009 104.01000000000001 83.010000000000005 90.045000000000016 16.500000000000004 39.652459050000012 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 5 4 -4 -3 -7 8 12 -10 -9 -11 -8 -5 15 16 17 28 29 27 -20 -22 23 26 25 -25 -23 -18 -2 -19
right_child=14 2 3 13 -6 6 7 10 9 11 -12 -13 -14 -15 -16 -17 19 18 20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.95265103814666685 -69154.951998098273 5024.9881980981409 -8858.0297249597552 2001.6667925973225 15492.240439635118 -14738.146019499529 11343.682838231867 -12239.036464102317 -19923.647005236078 53595.995953634512 -59759.053530156496 -3448.4578393103279 -11188.11826812326 -30271.205271559495 -580.76640000653924 239.00998242165971 -1638.3159578863597 -10484.033158052885 13187.778288100651 -47170.397478861749 11736.099957176433 -18514.963928865134 212319.98260869566 73816.404435618329 26926.541978068522 224393.27715992648 110424.94466711956 -25285.82938054761 3599.7082240055411 -89821.018632812498
leaf_weight=3485099 38 1608 534 234 2465 2864 1298 298 1320 46 107 4800 365 286 191239 352847 9688 78 3278 158 478 76 23 82 83 34 23 426 13879 50
leaf_count=3485099 38 1608 534 234 2465 2864 1298 298 1320 46 107 4800 365 286 191239 352847 9688 78 3278 158 478 76 23 82 83 34 23 426 13879 50
internal_value=0 -14.8425 -2998.35 7180.74 11156.4 -5817.51 -7388.49 -4832.09 -3799.46 -6549.85 -24793.7 -2906.97 6398.34 -15748.4 90.7776 427.639 2771.7 6224.27 15568.1 -3319.38 17359 34471.9 68327.8 57214.3 79986 117951 11440.8 -2634.35 3401.05 -41475
internal_weight=0 3.50132e+06 16225 3519 2999 12706 11098 8234 7829 6166 405 4846 1663 520 572480 381241 28394 18122 4205 10272 4077 799 321 298 199 116 99 10114 13917 128
internal_count=4073804 3501324 16225 3519 2999 12706 11098 8234 7829 6166 405 4846 1663 520 572480 381241 28394 18122 4205 10272 4077 799 321 298 199 116 99 10114 13917 128
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=31
num_cat=0
split_feature=4 0 6 5 6 6 1 4 1 4 0 1 6 0 3 4 0 0 6 1 6 6 0 0 0 1 3 1 1 1
split_gain=5.36767e+11 4.11857e+12 4.28389e+12 3.65245e+12 1.50609e+13 2.3821e+13 4.7981e+13 4.54983e+13 4.26809e+13 1.98116e+13 3.33509e+13 1.94254e+13 1.69198e+13 2.85447e+13 1.94655e+13 1.62731e+13 1.58795e+13 1.5819e+13 3.65372e+13 2.26512e+13 3.56776e+13 4.79572e+13 4.34848e+13 3.86998e+13 3.33314e+13 1.83435e+13 2.27678e+13 1.73779e+13 1.56304e+13 1.68319e+13
threshold=9.5000000000000018 63.565651350000003 92.02500000000002 2.5000000000000004 51.805000000000007 57.005000000000003 30.425503950000003 7.5000000000000009 30.084656550000002 5.5000000000000009 59.898927250000007 37.924401400000008 54.710000000000008 43.6005307 4.5000000000000009 6.5000000000000009 54.962581500000006 55.81943720000001 54.990000000000002 37.586700500000006 55.805000000000007 55.405000000000008 55.737027400000009 55.737027400000009 55.676890650000011 37.442254400000003 5.5000000000000009 60.516422150000004 20.507515800000004 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 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 11 6 7 8 -6 -8 12 -5 -11 14 -14 -15 -17 18 -18 20 21 22 -20 -23 -22 -26 -27 -19 -9 -30
right_child=1 2 -4 4 5 -7 9 28 -10 10 -12 -13 13 15 -16 16 17 27 19 -21 24 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=46.096137430029493 30.335670050187936 4502.593290102579 37312.85251913769 7670.2327852832423 3699.5098102507291 -151.10608916191524 -571.58045041063576 -61376.042244746772 -30040.631757007694 -883.60976484949197 33366.126027462466 703.04955917575887 7264.3179796006943 -35332.758923854904 131038.44978434246 -34.771826081093671 -124060.58702431957 -246.79922049487078 17473.908279296877 -11381.536261145633 -20593.709744001117 -17157.030018682064 -130425.29971590909 155255.17812500001 -24539.266696428575 -142084.32584635419 -52019.346221127722 -21755.061362291974 32271.988198793169 -3679.4684156013263
leaf_weight=1376413 2179918 1353 41 5085 488 442291 35941 29 1618 3957 218 18786 27 237 24 1622 31 1728 50 2567 140 23 33 30 35 72 46 480 257 264
leaf_count=1376413 2179918 1353 41 5085 488 442291 35941 29 1618 3957 218 18786 27 237 24 1622 31 1728 50 2567 140 23 33 30 35 72 46 480 257 264
internal_value=0 33.8104 5467.6 -38.9704 -265.848 -384.815 -2455.6 -15533.8 -22222.4 -1720.62 -5368.84 2187.2 -6129.44 -9034.66 65511 -9570.58 -8680.16 -11358.8 -16053.7 -14936.1 -36205.7 6122.82 -41329.4 80434.8 -55853.1 -88116.6 -106974 -4922.51 10077.5 14054.7
internal_weight=0 2.18131e+06 1394 1.89249e+06 516079 492208 49917 2656 2106 47261 11320 23871 11102 7145 51 7094 6857 5235 3027 2996 429 136 83 53 293 153 118 2208 550 521
internal_count=4073804 2181312 1394 1892492 516079 492208 49917 2656 2106 47261 11320 23871 11102 7145 51 7094 6857 5235 3027 2996 429 136 83 53 293 153 118 2208 550 521
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=31
num_cat=0
split_feature=0 1 4 1 7 4 4 4 6 1 6 6 2 6 0 2 1 0 4 6 6 4 4 0 4 1 4 7 1 7
split_gain=5.85383e+11 4.43603e+12 1.5234e+13 3.00768e+13 2.07059e+13 2.42432e+13 3.26904e+13 2.23021e+13 2.7552e+13 2.65878e+13 2.04995e+13 1.98622e+13 2.15914e+13 5.31485e+13 2.21175e+13 1.61005e+13 4.51991e+13 2.03207e+13 2.48903e+13 1.7326e+13 2.13357e+13 1.69083e+13 1.39262e+13 1.99266e+13 3.9178e+13 6.76783e+13 7.84545e+13 2.30771e+14 6.72125e+13 6.64151e+13
threshold=60.034792100000011 30.410676000000006 24.500000000000004 30.345769800000003 6.0000000000000009 11.500000000000002 9.5000000000000018 14.500000000000002 86.030000000000015 30.389265100000003 99.050000000000011 54.410000000000004 3338.0000000000005 43.605000000000011 60.05226170000001 3338.0000000000005 30.389265100000003 60.064438250000002 3.5000000000000004 46.805000000000007 76.00500000000001 10.500000000000002 16.500000000000004 60.042359000000012 15.500000000000002 30.330566300000005 11.500000000000002 6.0000000000000009 30.226173900000003 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 15 10 -10 12 13 14 -7 19 -17 -18 -19 21 -21 -5 23 24 25 28 -27 -28 -2 -26
right_child=1 -3 -4 4 5 11 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=6.4574866180632347 -6203.475963941567 270.65957947672126 1421.547491951073 2763.6251076069289 -9913.1632258300797 9308.8987566507276 -124545.42578125 -23250.124045845219 -87958.554968750002 -135723.25295410157 34650.377656249999 29968.444667641412 17689.03440513611 -162564.65271875 -86357.4581021013 -77782.183617187504 62076.21757714844 117405.48508483887 1774.8391481761153 -17456.998335756514 38822.856675502233 -23129.46214547236 -3825.5415405675467 -49.377229497500807 -6546.9906936424368 -49642.649993252016 -83266.892829861114 268014.20585937501 44748.465125364419 132200.09629613903
leaf_weight=3958919 494 70485 16343 1504 175 145 29 1156 25 32 30 358 256 25 29 50 100 20 269 1786 70 303 8426 11694 69 322 45 32 544 69
leaf_count=3958919 494 70485 16343 1504 175 145 29 1156 25 32 30 358 256 25 29 50 100 20 269 1786 70 303 8426 11694 69 322 45 32 544 69
internal_value=0 -222.524 -1005.45 -2419.16 -8465.3 4613.36 -26208.9 -10953.8 -7560.49 -63248.2 -21081 12347.4 -1517.14 -26224.6 -6635.49 -6379.4 11717.7 23221.5 9776.96 -8548.28 -15334.4 -1578.16 -646.149 1372.81 11932.2 7044.65 -27958.6 62720.1 20499.7 62826.6
internal_weight=0 114885 44400 28057 6362 1017 204 5345 4189 87 55 813 455 199 174 4102 439 389 289 3663 1856 1807 21695 13269 1575 1437 399 77 1038 138
internal_count=4073804 114885 44400 28057 6362 1017 204 5345 4189 87 55 813 455 199 174 4102 439 389 289 3663 1856 1807 21695 13269 1575 1437 399 77 1038 138
is_linear=0
shrinkage=0.1


Tree=3325
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 4 0 0 0 6 6 4 2 6 6 6 3 6 4 6 4 6 3 4 4 6 4 6 1 6
split_gain=6.00461e+11 7.19742e+12 1.17099e+13 1.64069e+13 1.12858e+13 1.87973e+13 1.67396e+13 1.54732e+13 2.15918e+13 1.09476e+13 5.78327e+13 4.41959e+13 1.56745e+13 2.12994e+13 1.18883e+13 1.9191e+13 1.10415e+13 2.90922e+13 2.86569e+13 1.6677e+13 2.06845e+13 2.50741e+13 2.36414e+13 1.47625e+13 1.4372e+13 1.82876e+13 1.67695e+13 1.8524e+13 1.19743e+13 8.89171e+12
threshold=60.064438250000002 33.882313700000005 30.624707450000006 15.500000000000002 14143.500000000002 2.5000000000000004 63.565651350000003 61.686687400000004 61.78914120000001 108.05000000000001 110.01500000000001 15.500000000000002 3338.0000000000005 134.05000000000004 81.02500000000002 82.905000000000015 4.5000000000000009 84.00500000000001 16.500000000000004 86.030000000000015 5.5000000000000009 99.050000000000011 3.5000000000000004 10.500000000000002 21.500000000000004 86.030000000000015 9.5000000000000018 99.050000000000011 30.410676000000006 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 9 4 5 -4 7 29 -9 14 -11 12 -12 -14 -2 -16 19 18 -18 -17 21 28 23 -22 25 -19 -27 -28 -21 -7
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 11 -13 13 -15 15 16 17 24 -20 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.1763050301864473 -715.40533823749229 279.74048356234874 2209.5554383281819 80982.951176757808 3604.4956046584334 -25211.57973453098 -76835.562530048075 11999.147875478759 -35271.294134978212 175570.85737249203 95141.465933719766 -93652.404014756961 57998.079356060611 -67361.359986413052 -50630.429890950523 -30700.3310546875 129935.66783854167 -136494.50565476189 -11133.951519097223 -1951.7880085100446 82982.238975306915 -73463.916861539285 146165.49208559783 -13258.136233108111 -5128.4743353318809 10872.702445312501 -85244.128751730619 3034.175114889706 69018.5908203125 -67417.443160511364
leaf_weight=4001071 14715 55017 486 20 467 540 52 282 147 22 31 36 33 23 117 86 24 21 36 70 28 37 23 37 129 50 79 34 36 55
leaf_count=4001071 14715 55017 486 20 467 540 52 282 147 22 31 36 33 23 117 86 24 21 36 70 28 37 23 37 129 50 79 34 36 55
internal_value=0 -284.751 -2037.78 -9146.89 -10035.3 -14113.3 -21485.9 -18675.1 -4198.42 -1108.02 26242 -467.283 38092.1 6511.17 -1363.51 -13181.1 -6831.02 -18492.8 45293.9 6890.88 20885.9 -2588.26 59031.3 28199.3 -30720.3 -48662.4 -37346.6 -58682.5 22151.4 -29113
internal_weight=0 72733 17716 2049 2029 1562 1076 1024 429 15667 145 123 87 56 15522 807 690 373 60 317 231 143 88 65 313 184 163 113 106 595
internal_count=4073804 72733 17716 2049 2029 1562 1076 1024 429 15667 145 123 87 56 15522 807 690 373 60 317 231 143 88 65 313 184 163 113 106 595
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=31
num_cat=0
split_feature=1 4 3 6 6 5 3 7 0 6 6 6 0 0 4 0 4 1 1 6 6 7 4 1 6 4 1 1 5 6
split_gain=6.35738e+11 8.04859e+12 1.92428e+13 3.51782e+13 4.82099e+13 4.11347e+13 2.33611e+13 4.10438e+13 2.938e+13 3.20634e+13 3.9723e+13 6.03912e+13 1.26397e+14 5.31364e+13 4.70485e+13 4.20918e+13 6.75261e+13 9.75697e+13 8.33004e+13 5.84861e+13 3.72595e+13 3.55095e+13 3.34993e+13 6.12571e+13 5.91244e+13 4.0626e+13 5.38878e+13 3.37422e+13 2.87209e+13 6.29019e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 105.00500000000001 84.810000000000016 2.5000000000000004 5.5000000000000009 6.0000000000000009 59.990753350000013 84.810000000000016 80.720000000000013 81.705000000000013 59.933037250000005 55.649510000000014 9.5000000000000018 59.982409200000006 11.500000000000002 30.323041000000003 30.362494150000003 57.715000000000011 76.605000000000004 6.0000000000000009 10.500000000000002 30.323041000000003 51.015000000000008 8.5000000000000018 30.260128500000004 30.315889700000003 2.5000000000000004 81.02500000000002
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 6 4 -4 -5 7 -1 9 10 15 12 14 -13 28 -8 20 -18 19 -19 22 -14 25 24 -24 26 -17 -26 29 -12
right_child=-2 -3 3 5 -6 -7 8 -9 -10 -11 11 13 21 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-19.369251972501104 -23.340531617691369 332.90475109631132 -3755.4486737432667 -143551.07069010416 15976.348894311153 -22502.108142117781 1242.4062535601629 -2890.5586835637014 -3451.5861680520779 7619.0876600659431 -101244.68644831731 -21465.648743279817 -104353.03107052366 13769.712258772875 20488.268960382909 32485.012795584546 18262.649397695532 109659.92100053267 17050.096398247613 295222.16062500002 137795.40528273812 -250755.44656250003 -15853.591043814433 73620.387490699402 -212046.68740234376 27330.740955423869 -103371.07005635247 -53254.410733695659 -68233.233210937513 61888.231956380216
leaf_weight=306768 3019657 547034 19990 30 1320 437 94912 59434 12541 8338 39 812 37 905 162 56 179 33 36 35 21 30 97 42 32 483 61 23 200 60
leaf_count=306768 3019657 547034 19990 30 1320 437 94912 59434 12541 8338 39 812 37 905 162 56 179 33 36 35 21 30 97 42 32 483 61 23 200 60
internal_value=0 66.8601 -220.128 -3128.19 -2533.21 -30278.3 -89.6435 -485.359 1126.73 1665.39 1160.15 -11988.9 -41565.4 -2893.72 -22912.8 1467.61 20934.7 63019 140052 205170 6321.34 -169906 2844.06 -33278.8 -62816.7 14523.8 -38345.9 -145643 -46427.7 -2376.25
internal_weight=0 1.05415e+06 507113 21777 21310 467 485336 366202 119134 106593 98255 2245 528 1717 461 96010 1098 283 104 68 815 67 794 194 152 600 117 55 299 99
internal_count=4073804 1054147 507113 21777 21310 467 485336 366202 119134 106593 98255 2245 528 1717 461 96010 1098 283 104 68 815 67 794 194 152 600 117 55 299 99
is_linear=0
shrinkage=0.1


Tree=3327
num_leaves=31
num_cat=0
split_feature=0 0 1 6 7 1 4 1 4 6 6 3 4 4 1 4 1 4 1 6 1 5 1 6 0 4 4 6 6 4
split_gain=6.47998e+11 7.5905e+12 6.37128e+13 4.4541e+13 3.81645e+13 3.88705e+13 1.04631e+14 5.19568e+13 3.26311e+13 3.09826e+13 3.06719e+13 3.00163e+13 2.76687e+13 2.34028e+13 4.93219e+13 4.44949e+13 3.2506e+13 3.59161e+13 3.61289e+13 3.65763e+13 5.53504e+13 3.4505e+13 2.42195e+13 2.29412e+13 2.27492e+13 2.08749e+13 2.03647e+13 2.01001e+13 4.12934e+13 3.06341e+13
threshold=56.83050475000001 56.791379400000004 60.66055595000001 70.50500000000001 6.0000000000000009 60.571186450000006 16.500000000000004 60.605526900000008 7.5000000000000009 116.05000000000001 95.045000000000016 5.5000000000000009 5.5000000000000009 25.500000000000004 60.636764050000004 26.500000000000004 60.590708550000009 16.500000000000004 60.605526900000008 97.020000000000024 60.620042600000012 1.5000000000000002 37.343102500000008 75.010000000000005 56.818587550000011 19.500000000000004 10.500000000000002 82.905000000000015 68.515000000000015 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 4 12 13 10 8 -8 -7 -10 -6 -9 -4 16 -15 23 21 -18 -19 25 -21 -3 -23 -16 -14 -20 -24 28 -27 -30
right_child=-2 2 3 -5 5 6 7 11 9 -11 -12 -13 24 14 15 -17 17 18 19 20 -22 22 26 -25 -26 27 -28 -29 29 -31
leaf_value=-1.4795557927613447 80.267268503668177 2335.3982215223259 2758.9214958497073 -41205.313859944174 -111.47254383352397 -11799.239142034472 20303.096456044219 -20983.005198481434 45924.467267679116 154964.78883101852 -75174.862936789781 2877.4221838633812 -25479.671929830864 -3457.8289672181145 -48031.331485804119 22704.461987578565 263.03795137471383 40383.182306611379 32074.219344967187 33576.241002510003 -50295.302700520835 16843.729808758446 -4862.5446317885098 -115662.96974206351 -5893.0495470753249 14184.89434799023 -13667.245083101292 39800.244523385074 -73150.501619894465 4654.2602186265885
leaf_weight=3220569 806622 6214 1246 498 5307 97 1447 698 747 27 55 2155 1181 1138 246 78 9250 434 486 121 225 421 8622 63 1191 534 3778 149 114 91
leaf_count=3220569 806622 6214 1246 498 5307 97 1447 698 747 27 55 2155 1181 1138 246 78 9250 434 486 121 225 421 8622 63 1191 534 3778 149 114 91
internal_value=0 -19.8169 -1286.77 -13166.4 -136.188 5084.23 11270.2 4868.21 42876.1 49728.2 -881.425 -2960.14 -9306.94 -1856.46 -13945.3 -44784.3 -1250.8 2971.16 14600.7 8095.18 -20964.5 -3780.21 -6744.29 -61820.3 -15645.1 15413 -7545.14 6294.31 -461.28 -38612.8
internal_weight=0 3.26718e+06 46613 4116 42497 10533 5171 4300 871 774 5362 2853 3618 31964 1525 387 30439 11404 2154 1720 346 19035 12821 309 2372 1374 12400 888 739 205
internal_count=4073804 3267182 46613 4116 42497 10533 5171 4300 871 774 5362 2853 3618 31964 1525 387 30439 11404 2154 1720 346 19035 12821 309 2372 1374 12400 888 739 205
is_linear=0
shrinkage=0.1


Tree=3328
num_leaves=31
num_cat=0
split_feature=4 6 6 1 5 0 2 3 4 0 0 1 1 0 1 6 0 0 1 0 0 4 1 1 1 1 1 7 6 6
split_gain=6.26597e+11 7.56165e+12 4.74955e+13 3.11989e+13 2.55337e+13 4.60917e+13 9.32058e+13 2.41161e+13 2.13256e+13 1.85402e+13 3.27583e+13 2.61749e+13 1.70865e+13 1.61285e+13 1.45592e+13 1.11786e+13 4.00751e+13 1.05381e+13 1.05261e+13 1.00499e+13 2.85876e+13 9.79728e+12 1.73702e+13 1.39633e+13 1.58378e+13 9.28827e+13 7.76827e+13 3.62116e+13 2.9689e+13 2.53336e+13
threshold=24.500000000000004 80.030000000000015 79.710000000000022 30.277905650000005 2.5000000000000004 55.753967500000009 1696.0000000000002 3.5000000000000004 25.500000000000004 55.834019500000004 55.034466500000008 39.079932600000006 47.17130860000001 59.905532300000012 37.682335600000009 80.720000000000013 59.91832440000001 51.307150200000002 30.260128500000004 55.81943720000001 56.262014700000009 25.500000000000004 83.007653300000015 82.968544750000021 39.763755750000009 43.997056950000008 39.069277450000008 6.0000000000000009 81.02500000000002 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 18 5 6 -5 -6 9 10 11 -9 14 -11 -7 16 -3 -8 -4 -10 -21 23 -23 24 26 27 28 -26 -17 -28
right_child=1 15 3 4 7 12 17 8 19 13 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=9.5271962055577948 -68.217340951486619 -25477.244271830899 3468.8169091796876 -254097.83187500003 -17384.9415874566 12676.000370585125 -56152.234285481776 109762.98026620371 -20820.767892795138 8057.0601991641597 82033.815301890427 169.29629813675331 -25623.980344722586 77640.808370535713 84248.839778645837 32635.902413736978 27892.215663364957 29393.957649739583 -87958.569761029416 129615.16603338069 4350.1956298828127 1023.7931249169729 73708.596466619332 -17422.680077255758 88234.235169536565 -1393.9626019256575 -38343.228796185846 25057.558645410983 -3025.9138706932736 32452.813696289064
leaf_weight=3846796 198998 620 20 20 90 60 24 27 72 161 243 113 46 42 54 240 182 36 34 22 106 8963 33 628 147 6396 790 237 8550 54
leaf_count=3846796 198998 620 20 20 90 60 24 27 72 161 243 113 46 42 54 240 182 36 34 22 106 8963 33 628 147 6396 790 237 8550 54
internal_value=0 -161.444 49.8956 20139 23731 -5167.22 -67142.8 31648.4 37262.9 46885.7 59835.4 21305.2 25820.6 22453.7 46578.9 -1737.58 -13366 -4824.52 -54096.6 9067.8 25880.1 -1379.41 1290.42 -2788.75 -2228.85 1473.94 -4834.72 49242.4 -2052.21 -33813.6
internal_weight=0 227008 200168 1170 1116 240 80 876 786 586 383 140 160 203 114 26840 802 60 54 200 128 26038 8996 17042 16414 6780 9634 384 8790 844
internal_count=4073804 227008 200168 1170 1116 240 80 876 786 586 383 140 160 203 114 26840 802 60 54 200 128 26038 8996 17042 16414 6780 9634 384 8790 844
is_linear=0
shrinkage=0.1


Tree=3329
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 4 4 5 0 4 1 1 4 3 6 6 0 4 4 4 4 1 3 4 3 4 3 1 1 1
split_gain=6.24389e+11 6.19718e+12 2.21958e+13 3.4584e+13 5.79276e+13 3.30988e+13 3.56108e+13 3.38352e+13 2.31644e+13 2.28255e+13 2.00006e+13 4.89952e+13 3.30018e+13 6.12307e+13 1.84692e+13 1.84159e+13 1.78656e+13 3.50986e+13 4.93018e+13 2.4945e+13 8.58642e+13 3.99088e+13 2.47668e+13 2.64413e+13 1.72473e+13 3.30177e+13 1.68691e+13 1.63085e+13 1.52798e+13 1.33364e+13
threshold=46.805000000000007 49.010000000000012 59.939085000000013 59.933037250000005 30.205407000000005 8.5000000000000018 9.5000000000000018 1.5000000000000002 59.950512650000007 10.500000000000002 30.323041000000003 30.370944000000005 7.5000000000000009 4.5000000000000009 48.410000000000004 47.005000000000003 59.905532300000012 21.500000000000004 17.500000000000004 5.5000000000000009 7.5000000000000009 30.323041000000003 5.5000000000000009 9.5000000000000018 3.5000000000000004 8.5000000000000018 2.5000000000000004 30.472130500000002 30.370944000000005 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 24 -8 12 -12 13 26 15 -11 -2 18 19 -18 -21 22 23 -22 -4 28 -6 -20 -26 -10
right_child=1 -3 8 4 5 6 9 -9 29 14 11 -13 -14 -15 -16 -17 17 -19 27 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-42.73504025213839 745.66130067747076 -18.401011178030043 1742.3816145633627 -53216.524818157326 -9744.2254736328123 19931.919899338944 116021.62653459821 -143002.48643749999 -23493.129121789039 53709.605745192304 214085.30023148149 13045.713920454546 102269.05124359131 -135732.39318181819 60871.450728081603 -8254.5537637679299 21655.661263920061 107386.93269361414 -36839.70026041667 -110877.36622849369 81959.917051630444 -17832.902838746868 117336.76726262021 -73240.881808035716 -155145.4814516129 -24305.669682207503 106644.68083570077 -141110.18113281249 -48864.884195963547 -2310.9276264411101
leaf_weight=1858867 200818 2004014 163 87 20 26 28 25 309 65 27 22 64 22 90 183 181 23 24 89 23 349 39 21 31 292 33 40 24 7805
leaf_count=1858867 200818 2004014 163 87 20 26 28 25 309 65 27 22 64 22 90 183 181 23 24 89 23 349 39 21 31 292 33 40 24 7805
internal_value=0 35.865 551.455 763.258 23080.5 34052.1 18347.1 -59937.9 -4416.94 29255.7 68887.3 123823 49521.6 4510.36 22068 7986.05 686.656 -14331.6 -17986.3 -10326.1 -21436.9 -3010.49 59315.1 7886.81 -25089.2 -37693.1 62724.3 -102009 -108768 -3117.6
internal_weight=0 2.21494e+06 210923 202299 692 605 417 51 8624 366 188 49 139 75 338 248 201607 789 766 702 521 432 83 44 510 347 53 64 55 8114
internal_count=4073804 2214937 210923 202299 692 605 417 51 8624 366 188 49 139 75 338 248 201607 789 766 702 521 432 83 44 510 347 53 64 55 8114
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 6 6 4 1 2 6 6 1 1 6 4 6 6 5 6 6 1 3 3 1 4 0 3 3 3
split_gain=6.64366e+11 7.57071e+12 4.52428e+13 4.10557e+13 3.09694e+13 5.15381e+13 2.46552e+13 2.37397e+13 2.89106e+13 2.68771e+13 2.87278e+13 2.27967e+13 2.51547e+13 7.25462e+13 4.62407e+13 3.64647e+13 2.77055e+13 2.8783e+13 2.5992e+13 2.29334e+13 4.03837e+13 4.45151e+13 6.20765e+13 7.48736e+13 5.30506e+13 1.0477e+14 4.19352e+13 4.11774e+13 4.02154e+13 1.49835e+14
threshold=59.699368850000006 59.848366150000011 30.509101000000005 49.010000000000012 1.5000000000000002 104.01000000000001 116.05000000000001 16.500000000000004 34.382014200000008 3338.0000000000005 60.005000000000003 70.00500000000001 30.452677500000004 30.410676000000006 79.015000000000015 6.5000000000000009 94.02500000000002 84.810000000000016 2.5000000000000004 88.00500000000001 91.02500000000002 30.370944000000005 11.500000000000002 14.500000000000002 30.315889700000003 18.500000000000004 59.825842200000004 6.5000000000000009 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 11 -4 -5 7 -7 8 -6 10 -9 -2 13 18 -14 -15 17 -17 -13 -20 -21 24 27 -24 25 26 -22 -23 29 -26
right_child=1 -3 3 4 5 6 -8 9 -10 -11 -12 12 14 15 -16 16 -18 -19 19 20 21 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-13.743395456374301 924.40608469051995 -54.16303957896811 1834.2696762845158 -8562.2149077354152 26469.659562139597 205717.0432421875 63306.120463709674 17931.180975620046 -7428.1620356188323 92699.100075604845 -23361.07606259649 -18963.521335891557 6663.9375396484384 70468.353835515198 -38841.870308342535 9624.7076360128012 -63443.508384146349 110617.28189338237 -7578.8539009297638 38684.512159137725 -45638.322158093404 36919.498326256798 -191651.97731250001 31177.551721833879 -25897.853858809758 106910.56820231958 14457.078792658824 148043.88115484777 10882.991415387427 -214978.23618683513
leaf_weight=3650953 44469 362394 4727 451 2147 20 31 340 285 31 334 1177 375 185 552 166 41 34 3226 320 178 230 25 38 387 97 334 39 171 47
leaf_count=3650953 44469 362394 4727 451 2147 20 31 340 285 31 334 1177 375 185 552 166 41 34 3226 320 178 230 25 38 387 97 334 39 171 47
internal_value=0 118.662 1154.62 7980.74 15964.9 19434.7 119154 17813.5 22497.3 1656.28 -2531.15 58.3207 -4994.68 -2857.01 -20433.4 37075.5 11441.9 26793.4 -5570.56 -2474.82 6349.2 -343.754 32104.3 -57246.9 -9217.53 11618 -6435.46 53030.5 -30190.8 -46374.3
internal_weight=0 422851 60457 8366 3639 3188 51 3137 2432 705 674 52091 7622 6695 927 426 241 200 6269 5092 1866 1546 332 63 1214 609 512 269 605 434
internal_count=4073804 422851 60457 8366 3639 3188 51 3137 2432 705 674 52091 7622 6695 927 426 241 200 6269 5092 1866 1546 332 63 1214 609 512 269 605 434
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=31
num_cat=0
split_feature=6 0 1 0 1 1 1 7 4 6 6 6 1 0 5 0 0 1 4 5 6 3 3 6 4 6 1 6 4 5
split_gain=6.54613e+11 5.19137e+12 1.69221e+13 2.38747e+13 2.07682e+13 3.33487e+13 3.06685e+13 2.70098e+13 2.61736e+13 2.47992e+13 2.15944e+13 2.46881e+13 2.12944e+13 4.86262e+13 2.64797e+13 2.01759e+13 1.93432e+13 6.89861e+13 5.10375e+13 5.6595e+13 1.18369e+14 8.62622e+13 6.04263e+13 5.89301e+13 2.91332e+13 2.26471e+13 2.24705e+13 2.22431e+13 2.18296e+13 1.90882e+13
threshold=53.310000000000009 45.015054600000006 37.331232350000008 44.990874950000006 39.029038350000008 38.109452700000006 39.044653900000007 6.0000000000000009 3.5000000000000004 93.050000000000011 92.02500000000002 91.02500000000002 38.657016300000002 44.601833250000006 2.5000000000000004 44.249882500000005 44.601833250000006 37.957884500000006 11.500000000000002 2.5000000000000004 104.01000000000001 12.500000000000002 9.5000000000000018 112.00500000000001 10.500000000000002 79.015000000000015 37.924401400000008 91.02500000000002 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 3 -2 5 16 10 8 9 12 11 -6 -7 14 -14 -9 18 26 24 21 -21 22 -20 -22 -4 -24 -18 -19 -28 -26
right_child=1 -3 4 -5 6 7 -8 15 -10 -11 -12 -13 13 -15 -16 -17 17 27 19 20 23 -23 25 -25 29 -27 28 -29 -30 -31
leaf_value=-34.559883194553159 4318.5511688033275 93.612260900049833 2427.0729684625703 -43891.728183218154 18793.350657329385 -14422.254705072759 -359.11354042746751 78042.533652343758 -17531.068457354882 -50265.730732092699 -24541.622924383759 131021.73406250001 43220.230791440219 8346.1909077615055 198533.86217447917 4497.8761336266243 -2009.3168492456157 -25003.369436387133 61537.801649154855 -127934.52165075231 180907.63097098214 -72133.05143914475 123524.03663194446 -952.22251275510212 -58620.299279878338 257031.09065755212 20033.436586441534 -87805.149542643238 127005.04567057293 12503.979554834907
leaf_weight=2336845 8351 1616863 4712 104 983 364 83189 40 3423 89 116 20 23 586 21 553 15840 939 162 54 28 38 27 49 131 24 93 60 24 53
leaf_count=2336845 8351 1616863 4712 104 983 364 83189 40 3423 89 116 20 23 586 21 553 15840 939 162 54 28 38 27 49 131 24 93 60 24 53
internal_value=0 46.4957 -587.839 3725.54 -914.508 -3309.91 -137.909 -10603.8 -13244.1 305.442 16306.9 21031.2 4833.44 15959 117347 9458.73 -1637.17 -3282.78 3649.5 38854.1 -14425.3 66661.2 91422.6 65178.6 902.741 186351 -1686.81 -28775.2 41976.3 -38133.4
internal_weight=0 1.73696e+06 120096 8455 111641 27333 84308 5099 4506 1083 1119 1003 994 630 44 593 22234 16956 5278 382 131 251 213 77 4896 51 15957 999 117 184
internal_count=4073804 1736959 120096 8455 111641 27333 84308 5099 4506 1083 1119 1003 994 630 44 593 22234 16956 5278 382 131 251 213 77 4896 51 15957 999 117 184
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 5 4 1 1 6 7 3 6 2 1 0 1 4 4 5 6 4 6 2 1 0 6 6 6 4
split_gain=6.10115e+11 4.1678e+12 1.42829e+13 1.73299e+13 5.67073e+13 1.69729e+13 2.26693e+13 1.9502e+13 2.01861e+13 1.95344e+13 2.5116e+13 1.72055e+13 1.49185e+13 1.48052e+13 4.09394e+13 2.50468e+13 2.79266e+13 3.14128e+13 2.22213e+13 1.66155e+13 3.65711e+13 2.36774e+13 4.19388e+13 3.6224e+13 3.01122e+13 2.3737e+13 3.21403e+13 3.09028e+13 1.97627e+13 1.78173e+13
threshold=54.94110555000001 54.188398350000007 79.710000000000022 86.169282750000022 83.754481100000007 2.5000000000000004 9.5000000000000018 83.050033500000012 82.966990000000024 73.41500000000002 6.0000000000000009 10.500000000000002 76.00500000000001 5209.5000000000009 56.128886000000001 54.431501800000014 48.411058050000008 9.5000000000000018 4.5000000000000009 4.5000000000000009 168.45000000000002 11.500000000000002 106.49500000000002 2911.0000000000005 56.02161850000001 54.724612400000005 149.05000000000004 86.030000000000015 142.05000000000004 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 -3 -7 8 -8 10 -9 -12 -10 14 15 16 17 -4 -17 21 -21 22 23 -20 25 27 -27 29 -29 -23
right_child=-2 2 13 -5 -6 6 7 9 12 -11 11 -13 -14 -15 -16 18 -18 -19 19 20 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-14.785406051692199 -26.510748065001895 656.7626161133627 78875.115591939306 8802.9229284728444 -34064.894764718912 -596.29524727030366 -7406.1178255781533 -20832.403667550494 27792.642679042947 -51392.128048502607 99266.838668724813 -6965.6858333333339 -10874.968314046224 953.73592621656906 -33660.418647177292 -9552.3135481310092 -38340.749767287234 15976.964188984153 16348.02416924823 -45304.82739840835 72216.79995265152 -4740.1334402348448 41540.22359837524 -19543.85812563376 31000.802356858687 12426.229539985032 -70996.438736979166 -24796.456044224331 75914.769140625009 37591.201499266062
leaf_weight=1123028 2772653 129877 144 2309 485 21367 4529 516 298 180 31 30 150 11492 241 733 47 177 1649 134 33 260 545 339 352 1220 48 756 20 161
leaf_count=1123028 2772653 129877 144 2309 485 21367 4529 516 298 180 31 30 150 11492 241 733 47 177 1649 134 33 260 545 339 352 1220 48 756 20 161
internal_value=0 56.4924 505.884 202.405 76.289 181.772 -2094.54 -7677.56 -5403.12 -22631.2 -13659 47021.3 14845.9 3148.11 6824.69 8298.99 33652 44193 6806.21 8979.63 -22082 9949.22 16964.8 10227.6 3640.89 -266.087 9268.27 -10366 -22200.8 11448.3
internal_weight=0 1.30115e+06 178123 159772 157463 156978 27101 5734 4977 757 577 61 448 18351 6859 6618 368 321 6250 5517 167 5350 2533 1988 2817 2465 1268 1197 776 421
internal_count=4073804 1301151 178123 159772 157463 156978 27101 5734 4977 757 577 61 448 18351 6859 6618 368 321 6250 5517 167 5350 2533 1988 2817 2465 1268 1197 776 421
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 4 6 6 6 6 0 0 4 3 3 6 7 6 4 1 3 6 6 5 1 6 0 4 5
split_gain=5.87211e+11 8.48463e+12 2.68553e+13 2.62035e+13 4.31608e+13 1.49912e+13 1.97875e+13 2.27527e+13 1.99385e+13 1.43933e+13 2.17298e+13 2.42612e+13 2.33241e+13 2.27802e+13 1.49204e+13 1.43041e+13 2.80655e+13 2.41796e+13 3.15711e+13 2.86797e+13 2.18671e+13 2.13478e+13 1.93368e+13 3.47496e+13 1.70938e+13 1.60175e+13 1.44357e+13 1.32581e+13 1.2774e+13 1.19263e+13
threshold=59.764576050000009 59.848366150000011 30.425503950000003 30.370944000000005 8.5000000000000018 30.084656550000002 4.5000000000000009 65.805000000000021 63.140000000000008 130.05000000000004 79.710000000000022 59.838047850000002 59.825842200000004 13.500000000000002 1.5000000000000002 8.5000000000000018 95.045000000000016 6.0000000000000009 65.805000000000021 13.500000000000002 30.410676000000006 6.5000000000000009 77.010000000000005 70.50500000000001 3.5000000000000004 30.410676000000006 57.005000000000003 59.838047850000002 25.500000000000004 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 5 -5 -2 7 8 -7 10 11 -4 13 -12 -14 16 17 18 26 25 27 -18 23 -22 28 -19 -6 29 -17 -20
right_child=1 -3 9 4 15 6 -8 -9 -10 -11 12 -13 14 -15 -16 24 21 19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.6706904769581 13330.138035608274 -48.432073857346552 6054.0455680064188 -46789.000686395368 -4545.9955585905882 -8092.9603874566865 1539.0958831401397 -43832.799046029621 93782.76906250001 75670.755443548391 -6820.0499919458762 24315.942125652455 23808.815836148649 88303.823466222442 -45238.632748037257 -10844.499716212335 23449.374280678356 20394.454936348124 -80585.134581801482 -24635.870051058071 -25233.463535610466 145557.09218750001 -43086.266915760876 103439.82963986282 -77742.533340371621 69419.618667414165 12853.982968909719 -63148.044628565949 27261.083528468924 -17269.764903656775
leaf_weight=3665537 1047 362394 4604 244 1853 487 32182 201 20 31 97 864 37 34 203 2010 41 376 34 127 43 22 46 41 37 81 642 139 92 238
leaf_count=3665537 1047 362394 4604 244 1853 487 32182 201 20 31 97 864 37 34 203 2010 41 376 34 127 43 22 46 41 37 81 642 139 92 238
internal_value=0 113.761 1395.08 468.228 -5585.44 1550.28 1175.29 -15361.6 -4074.19 7711.39 7350.59 8939.61 -16069.4 17868.6 -34593.8 -3858.6 -81.1552 -1232.76 -4817.23 17401.6 -26716.5 66090.2 9030.97 37571.4 -10362.7 29083.8 -68.7265 -38023.5 -9176.7 -25184.2
internal_weight=0 408267 45873 40003 6066 33937 32890 708 507 5870 5839 5468 371 131 240 5822 3683 3620 3036 584 541 63 130 84 2139 457 2495 411 2102 272
internal_count=4073804 408267 45873 40003 6066 33937 32890 708 507 5870 5839 5468 371 131 240 5822 3683 3620 3036 584 541 63 130 84 2139 457 2495 411 2102 272
is_linear=0
shrinkage=0.1


Tree=3334
num_leaves=31
num_cat=0
split_feature=0 0 4 6 1 0 1 1 6 6 1 1 1 1 6 6 5 6 6 6 6 4 1 1 4 6 6 4 0 1
split_gain=5.77391e+11 4.91867e+12 1.69787e+13 2.02929e+13 1.85287e+13 4.34053e+13 1.84901e+13 1.67643e+13 2.62956e+13 1.54165e+13 1.57896e+13 2.36673e+13 4.40092e+13 3.29125e+13 2.47202e+13 1.88982e+13 1.7469e+13 1.78041e+13 1.60979e+13 1.51552e+13 2.1893e+13 1.47914e+13 1.56536e+13 1.81986e+13 6.04118e+13 2.69479e+13 1.79355e+13 1.45556e+13 1.57858e+13 2.88156e+13
threshold=45.109778000000006 46.323575350000006 19.500000000000004 110.01500000000001 38.948208550000011 45.177967300000006 38.958307950000012 33.882313700000005 72.50500000000001 33.805000000000007 44.064675150000006 40.377616600000003 39.105193450000009 39.135518400000002 71.030000000000015 64.805000000000021 2.5000000000000004 89.00500000000001 106.49500000000002 189.00000000000003 105.00500000000001 15.500000000000002 38.893394150000006 38.927872750000006 4.5000000000000009 156.15000000000003 47.005000000000003 5.5000000000000009 45.177967300000006 39.008519500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -6 8 -7 -8 11 12 27 14 -14 -13 -16 -18 -15 20 -17 22 -2 24 -24 26 -26 28 29 -11
right_child=1 -3 3 -5 6 7 9 -9 -10 10 -12 15 13 18 16 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=95.388032685428186 -13913.852820968628 -0.99984596829951478 9819.4970473345584 102945.29134114584 -28953.752475246591 7438.1202681968953 2938.7714461754517 -4379.1705000527072 91757.131647283386 8940.5901012027516 5896.5051938525703 -6760.3424549918163 10703.257979779868 2401.9422956343178 97013.833218750005 -21914.567113549427 6555.7930864915779 53101.057719305209 -63923.361444256763 59735.39719682173 -122818.37798295455 -10809.763862741489 8795.2492843247092 6966.3309737565451 14675.639809013817 163889.54375000001 57572.768552827838 -6471.6531492439963 -13784.992186079597 -4162.6200695617972
leaf_weight=549049 224 3476901 935 24 259 232 5137 5472 44 2598 1888 3579 743 3336 50 951 141 197 37 22 22 313 1202 2056 136 20 344 12283 868 4741
leaf_count=549049 224 3476901 935 24 259 232 5137 5472 44 2598 1888 3579 743 3336 50 951 141 197 37 22 22 313 1202 2056 136 20 344 12283 868 4741
internal_value=0 -14.8585 -1021.78 12150.1 -1291.15 2516.51 -2328.82 -3166.29 20880.3 -2140.37 -2969.83 -3535.97 -2325.67 6624.38 21386.8 -10149.5 41845.3 33684.2 1674.39 -22340.3 -24196.1 10121.8 11767.1 13297.9 20946.3 50157.4 45418.6 -4293.02 -1032.38 475.906
internal_weight=0 3.52476e+06 47854 959 46895 10043 36852 5748 276 36593 31456 29568 24994 4504 1131 4574 388 338 3373 995 973 4295 3982 3758 1702 500 480 20490 8207 7339
internal_count=4073804 3524755 47854 959 46895 10043 36852 5748 276 36593 31456 29568 24994 4504 1131 4574 388 338 3373 995 973 4295 3982 3758 1702 500 480 20490 8207 7339
is_linear=0
shrinkage=0.1


Tree=3335
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 6 2 0 4 0 0 0 6 1 1 1 0 0 0 1 1 7 0 4 6 6 0 4 1
split_gain=6.00484e+11 4.41885e+12 2.15952e+13 2.35001e+13 1.63237e+13 1.14953e+13 1.73644e+13 1.39642e+13 1.96125e+13 1.27044e+13 1.20073e+13 9.36081e+12 1.31782e+13 2.36158e+13 1.17337e+13 1.10986e+13 8.54889e+12 9.75847e+12 1.25206e+13 8.15951e+12 7.33039e+12 8.34927e+12 1.96154e+13 2.4117e+13 1.67009e+13 4.27961e+13 1.7725e+13 2.51785e+13 1.51652e+13 2.22543e+13
threshold=87.395000000000024 1.5000000000000002 55.633951400000008 55.696737300000009 55.520061350000013 82.948524700000021 96.050000000000011 2882.5000000000005 43.6005307 15.500000000000002 44.601833250000006 55.161746650000005 53.175387700000009 138.05000000000004 39.652459050000012 41.966773150000002 92.865667950000017 60.034792100000011 60.01610465000001 54.604289300000012 65.534455000000023 43.862029600000007 6.0000000000000009 59.882709350000006 4.5000000000000009 122.65000000000002 168.45000000000002 59.825842200000004 9.5000000000000018 47.17130860000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 11 -10 12 14 -14 -9 -16 17 18 20 -15 21 22 24 -24 25 -5 -26 -28 29 -23
right_child=1 -3 3 16 -6 6 -8 9 10 -11 -12 -13 13 19 15 -17 -18 -19 -20 -21 -22 28 23 -25 26 -27 27 -29 -30 -31
leaf_value=9.6250754159364931 78184.88330078125 -196.11552390924459 109528.22122395833 14785.27462463379 -89642.655794270846 108018.86890624999 5593.251174418132 64957.219667968748 -75176.213068181823 -63502.395084358337 1277.5847200258318 38591.295164331903 -115506.73121744793 38945.231287202383 -60895.978218005948 -2518.4243803879313 -35248.631154725612 -37652.054912109379 89074.179166666669 -49207.845758928575 52933.094988567071 -56215.212367757165 1447.1399169921876 -129254.46515625001 20036.037326109981 164909.4883101852 5130.712809244792 -102941.92840113147 19025.536434972426 11027.281876063584
leaf_weight=3832905 32 238498 24 64 24 20 96 20 22 67 310 29 36 21 42 145 41 40 21 21 41 96 48 20 710 27 84 29 170 101
leaf_count=3832905 32 238498 24 64 24 20 96 20 22 67 310 29 36 21 42 145 41 40 21 21 41 96 48 20 710 27 84 29 170 101
internal_value=0 -153.143 4115.43 11361.5 -8297.1 -6029.63 23252.8 -10589 3417.83 -23970.9 -3788.63 -15535.9 -21043.6 -56073.8 -7843.76 -15630 9782.45 11054.9 12435.6 -5131.31 11277.8 10011.8 14821.2 -36994.5 18676.2 59327.6 14181.3 -22604.7 -2857.12 -21740.6
internal_weight=0 240899 2401 1516 885 861 116 745 364 381 332 314 285 78 207 187 1492 1451 1411 42 1390 1349 982 68 914 91 823 113 367 197
internal_count=4073804 240899 2401 1516 885 861 116 745 364 381 332 314 285 78 207 187 1492 1451 1411 42 1390 1349 982 68 914 91 823 113 367 197
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=31
num_cat=0
split_feature=6 1 6 5 6 7 1 0 0 4 1 6 4 7 4 3 1 3 4 3 1 0 0 4 4 1 3 6 3 5
split_gain=5.74803e+11 5.15152e+12 1.73622e+13 4.65575e+13 6.55729e+13 1.81364e+13 2.51421e+13 1.53315e+13 2.65741e+13 2.62115e+13 1.25228e+13 4.73533e+13 2.79454e+13 6.9326e+13 3.17072e+13 1.46199e+13 1.21832e+13 3.2471e+13 1.16061e+13 1.13789e+13 1.04683e+13 3.27339e+13 5.92076e+13 6.70597e+13 7.38284e+13 5.32666e+13 5.01327e+13 6.48368e+13 4.51064e+13 4.37676e+13
threshold=53.310000000000009 30.303340300000002 55.405000000000008 1.5000000000000002 54.990000000000002 6.0000000000000009 30.260128500000004 59.982409200000006 59.882709350000006 11.500000000000002 30.277905650000005 54.990000000000002 10.500000000000002 6.0000000000000009 17.500000000000004 2.5000000000000004 30.260128500000004 3.5000000000000004 19.500000000000004 6.5000000000000009 30.330566300000005 59.882709350000006 59.838047850000002 22.500000000000004 18.500000000000004 30.323041000000003 6.5000000000000009 68.515000000000015 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 16 -7 8 -6 19 -5 12 13 -12 -14 -13 -2 -18 -16 -10 21 22 25 24 26 -3 28 -28 -24 -30
right_child=1 20 -4 10 7 6 -8 -9 9 -11 11 15 14 -15 18 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-32.38465873350976 -1795.7416961859471 -40884.132876586918 -317.46525013656878 -4348.7852509152062 -37580.337842653513 -840.34940820312499 -79653.908306525744 -22711.271146334137 -118752.15302419355 -177894.83673537234 38172.50190706073 25183.845782612647 -69017.672191722973 220392.26003605771 99402.175296724774 -42278.409110097811 137853.67832031249 -26642.925520833334 713.65390625000009 -29954.503472222226 47.210180052918318 578.13137092216414 -27500.206798437503 -10813.94900489415 79934.499848977124 4030.4994722364786 48193.723774739585 -30387.043634486607 169157.64767252607 32872.348464152332
leaf_weight=2336845 161 336 74544 5127 57 100 68 39 31 47 106 43 37 26 26 127 24 24 22 27 1625955 26015 125 603 234 1233 150 350 24 1298
leaf_count=2336845 161 336 74544 5127 57 100 68 39 31 47 106 43 37 26 26 127 24 24 22 27 1625955 26015 125 603 234 1233 150 350 24 1298
internal_value=0 43.5692 -736.946 -5869.86 -32871.1 -8277.34 -32741.1 -78999.8 -92550.8 -122392 -3039.48 14306.3 45267.2 74064.3 547.095 -25214.4 11387.3 55605.4 54169.9 -77415.3 81.5676 1921.12 9947.29 18702.6 26863.3 -5587.93 20484.9 -6812.81 29917.5 35346.5
internal_weight=0 1.73696e+06 80636 6092 578 377 168 201 162 105 5514 387 217 132 85 170 209 48 48 58 1.65632e+06 30368 4353 2784 2181 1569 1947 500 1447 1322
internal_count=4073804 1736959 80636 6092 578 377 168 201 162 105 5514 387 217 132 85 170 209 48 48 58 1656323 30368 4353 2784 2181 1569 1947 500 1447 1322
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=31
num_cat=0
split_feature=0 1 0 4 4 6 3 5 1 1 1 3 6 6 6 1 1 1 7 6 4 4 6 1 1 4 1 4 3 5
split_gain=5.61845e+11 7.94597e+12 3.96107e+13 1.0833e+14 1.45685e+14 1.36515e+14 1.283e+14 1.06055e+14 1.03437e+14 8.03751e+13 7.36804e+13 6.72161e+13 8.54206e+13 7.7566e+13 6.95949e+13 7.00931e+13 1.15282e+14 6.2715e+13 8.28016e+13 4.96938e+13 4.32385e+13 6.68984e+13 7.91482e+13 5.04915e+13 3.85121e+13 8.21753e+13 1.38464e+14 4.94095e+13 4.813e+13 3.98359e+13
threshold=59.91832440000001 30.410676000000006 59.933037250000005 11.500000000000002 14.500000000000002 86.030000000000015 5.5000000000000009 2.5000000000000004 30.303340300000002 30.330566300000005 30.370944000000005 9.5000000000000018 82.905000000000015 68.515000000000015 67.445000000000007 30.345769800000003 30.362494150000003 30.370944000000005 6.0000000000000009 62.995000000000012 8.5000000000000018 5.5000000000000009 69.015000000000015 30.315889700000003 30.277905650000005 9.5000000000000018 30.362494150000003 5.5000000000000009 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 2 3 5 8 6 7 20 -5 -8 -6 12 13 14 15 -11 -17 -10 -19 -18 21 22 -2 -24 27 -26 -27 -7 29 -29
right_child=1 -3 -4 4 10 24 9 -9 17 11 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-9.9444863796794873 18498.39264872783 -537.11355712786599 186.29174452609266 115251.29706250002 -27668.391416931154 160474.5250694862 7177.6038263036335 36659.390834211787 -133899.79611581922 179166.72879660089 31372.758807961713 -62766.019161184217 210400.10752180233 -6223.3538500000004 263928.93640625005 -135020.43850446431 84282.148631930409 21186.099799547697 -161224.87174831083 -26177.984114583334 20087.324207442922 -27195.198022930443 20922.914865451388 -61850.868676409234 -6882.4660221815666 109075.28219696971 -117041.40664838576 -102337.00080492425 153640.50053267047 19241.825506218112
leaf_weight=3801237 1332 106197 156678 25 456 26 315 1284 177 57 394 38 43 125 20 28 429 76 37 45 1058 832 108 232 2169 33 151 33 22 147
leaf_count=3801237 1332 106197 156678 25 456 26 315 1284 177 57 394 38 43 125 20 28 429 76 37 45 1058 832 108 232 2169 33 151 33 22 147
internal_value=0 138.686 570.062 6773.98 -21828.4 10681.8 19018.1 12019.6 -79918 49849.7 -301.082 66972.9 73572.7 65215.4 80638.2 74080.4 62148.3 -96742.9 -38541.4 73795.4 3137.6 -4024.07 7506.06 -35558 -8523.05 -12325.5 -76487.9 30718.7 14017.4 -3047.63
internal_weight=0 272567 166370 9692 1165 8527 5946 4846 315 1100 850 785 747 704 579 559 502 290 113 474 3562 2504 1672 340 2581 2353 184 228 202 180
internal_count=4073804 272567 166370 9692 1165 8527 5946 4846 315 1100 850 785 747 704 579 559 502 290 113 474 3562 2504 1672 340 2581 2353 184 228 202 180
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=31
num_cat=0
split_feature=0 0 6 3 3 0 6 1 1 3 5 0 6 1 6 6 6 6 7 1 4 6 3 6 6 1 6 0 6 3
split_gain=5.61497e+11 3.83968e+12 8.17356e+12 8.3056e+12 1.49992e+13 1.25025e+13 1.24212e+13 1.55956e+13 2.65553e+13 3.62333e+13 2.91357e+13 2.69866e+13 2.47955e+13 1.31228e+13 1.19914e+13 9.62664e+12 1.86868e+13 1.00193e+13 2.46123e+13 1.13965e+13 9.39683e+12 9.30874e+12 8.63593e+12 1.7807e+13 1.40294e+13 1.22771e+13 1.32682e+13 1.182e+13 1.27136e+13 8.57237e+12
threshold=54.94110555000001 54.962581500000006 134.05000000000004 4.5000000000000009 1.5000000000000002 54.944948950000004 41.005000000000003 82.971668900000012 82.968544750000021 3.5000000000000004 2.5000000000000004 54.94613300000001 58.305000000000007 82.962856350000024 59.010000000000012 82.905000000000015 61.025000000000006 87.015000000000015 6.0000000000000009 82.968544750000021 15.500000000000002 94.02500000000002 3.5000000000000004 79.710000000000022 84.00500000000001 82.948524700000021 94.02500000000002 54.943815050000005 55.405000000000008 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 3 4 15 22 13 8 21 10 12 -12 -10 -7 -13 16 20 19 -19 -17 -2 -8 23 27 -24 -25 -27 28 -6 -29
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 14 -14 -15 -16 17 -18 18 -20 -21 -22 -23 24 25 -26 26 -28 29 -30 -31
leaf_value=54.194786963420135 -2154.6747725272189 3.6766380147321502 -51844.333316532262 -1023.7698598384179 24.789029926179051 -5345.4441501442125 4655.0823983941464 225.29398926109593 26485.977222463029 34546.29560365068 5250.7617162002289 10217.933818493151 -15128.731915053446 3567.5051620635782 56886.908904157375 2579.8048626612108 11822.925894254884 33084.55169270833 -7780.8982740378988 -22142.415388554742 33333.320875813799 -29216.811775914633 -1477.8777764421548 83385.264693509613 -15437.174997780539 18522.83967277503 -22491.927951388891 6496.6019326399055 -10875.09114756083 -696.01264004447933
leaf_weight=1301151 14485 2612784 31 103401 2995 2981 7698 5019 187 752 383 73 611 3705 224 252 1053 171 1067 717 75 82 3959 26 880 638 90 3138 1665 3511
leaf_count=1301151 14485 2612784 31 103401 2995 2981 7698 5019 187 752 383 73 611 3705 224 252 1053 171 1067 717 75 82 3959 26 880 638 90 3138 1665 3511
internal_value=0 -25.4325 -501.172 -491.214 484.507 1591.94 3179.38 4774.6 7055.61 16676.1 7583.79 22793.6 -5376.91 -406.396 45416.1 -1915.36 -1041.5 -8097.31 -2136.32 -15713.1 -1971.87 4298.08 -447.548 984.097 -4016.46 15863.8 13452.3 -7.97127 -3869.7 2698.55
internal_weight=0 2.77265e+06 159869 159838 56437 38617 21715 15029 10010 2230 1478 680 798 6686 297 17820 15613 2207 1238 969 14560 7780 16902 12063 4839 754 728 11309 4660 6649
internal_count=4073804 2772653 159869 159838 56437 38617 21715 15029 10010 2230 1478 680 798 6686 297 17820 15613 2207 1238 969 14560 7780 16902 12063 4839 754 728 11309 4660 6649
is_linear=0
shrinkage=0.1


Tree=3339
num_leaves=31
num_cat=0
split_feature=1 1 4 6 0 0 4 6 4 0 6 4 4 0 4 6 6 6 0 6 4 4 0 1 0 0 6 0 6 0
split_gain=5.92871e+11 1.13022e+13 5.6839e+13 3.35195e+13 4.46477e+13 3.37009e+13 3.35188e+13 3.07486e+13 2.32479e+13 2.27274e+13 3.6677e+13 1.91973e+13 1.70299e+13 2.17712e+13 1.66217e+13 1.62511e+13 1.94929e+13 1.79287e+13 1.27809e+13 1.572e+13 1.3484e+13 1.22772e+13 1.06349e+13 9.69454e+12 3.34856e+13 2.74393e+13 2.43644e+13 4.04819e+13 4.15902e+13 2.99327e+13
threshold=61.273924650000005 61.29689960000001 17.500000000000004 95.045000000000016 55.193450100000007 55.173955500000005 21.500000000000004 116.05000000000001 14.500000000000002 55.193450100000007 84.00500000000001 18.500000000000004 4.5000000000000009 55.145978450000008 15.500000000000002 59.245000000000012 52.610000000000007 92.02500000000002 55.173955500000005 77.010000000000005 19.500000000000004 15.500000000000002 55.193450100000007 60.770858000000011 56.638205000000006 55.214863500000007 53.995000000000012 56.888401950000009 77.010000000000005 56.986919400000012
decision_type=2 2 2 2 2 2 2 2 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 5 7 12 9 -5 -9 18 11 -11 -2 -14 -6 16 -7 22 -4 -20 -21 -18 -17 -1 25 -25 -26 28 -28 -29
right_child=1 -3 6 4 14 15 -8 8 -10 10 -12 -13 13 -15 -16 17 21 -19 19 20 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-10.636244989563005 32439.564868741425 24.182114926227655 33435.292196316193 37369.730185623564 31905.737784090914 -1679.8376256775268 -12934.800060705238 41394.900374348959 -64525.472643132001 -19750.278383199286 111088.24561491935 53356.197863498266 -15096.379459183307 10732.401816065547 137223.63615359043 289.08205631988443 9239.5984023426936 81461.036022418484 50096.161245004296 163451.44068509617 55715.063169642854 44647.245213931077 -10101.569875763451 -4031.8362698248493 -2213.1806532812839 -19702.989865688851 5636.4307367908659 28651.406644777788 -36553.862121923565 -25592.162304039342
leaf_weight=2887841 296 1154594 360 191 22 4954 185 30 67 178 31 45 378 2388 47 1396 1155 23 173 26 21 107 3346 3376 8001 1670 1493 1020 277 113
leaf_count=2887841 296 1154594 360 191 22 4954 185 30 67 178 31 45 378 2388 47 1396 1155 23 173 26 21 107 3346 3376 8001 1670 1493 1020 277 113
internal_value=0 60.099 2749.6 1134.5 31394.1 365.238 25573.5 14084.2 -31766.6 34115.5 9170.14 -4997.85 9642.28 7202.66 103644 -2221.62 1146.57 -6615.46 45039.8 64029 115314 12241.7 -7042.66 -24.2155 -2482.81 -9218.29 634.137 8481.67 -966.231 23241.4
internal_weight=0 1.17001e+06 15419 14400 357 14043 1019 288 97 834 254 223 3062 2766 69 10981 6216 4765 580 220 47 1262 4742 2.90379e+06 15950 5046 10904 2903 1770 1133
internal_count=4073804 1170013 15419 14400 357 14043 1019 288 97 834 254 223 3062 2766 69 10981 6216 4765 580 220 47 1262 4742 2903791 15950 5046 10904 2903 1770 1133
is_linear=0
shrinkage=0.1


Tree=3340
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 1 7 4 4 6 3 6 6 5 3 6 3 4 1 1 1 6 1 1 6 6 7 3 3
split_gain=5.61313e+11 9.71381e+12 3.54402e+13 5.08028e+13 1.09072e+14 4.90625e+13 3.10716e+13 5.81242e+13 4.21552e+13 3.36799e+13 3.20423e+13 3.18584e+13 3.3056e+13 3.27692e+13 2.71357e+13 5.05402e+13 3.43645e+13 3.37891e+13 2.52744e+13 3.77029e+13 2.57345e+13 2.51213e+13 2.35137e+13 2.33298e+13 8.28682e+13 3.24875e+13 3.53504e+13 3.02094e+13 2.65831e+13 2.45423e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.303340300000002 30.315889700000003 14.500000000000002 30.389265100000003 6.0000000000000009 12.500000000000002 4.5000000000000009 67.91500000000002 8.5000000000000018 69.605000000000004 59.815000000000005 1.5000000000000002 5.5000000000000009 55.015000000000008 6.5000000000000009 16.500000000000004 30.205407000000005 30.242318500000007 30.370944000000005 89.00500000000001 30.277905650000005 30.242318500000007 61.025000000000006 59.815000000000005 6.0000000000000009 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 2 3 18 5 -5 9 8 10 -6 -8 12 13 -10 -11 -16 -17 -18 19 -2 22 -19 -21 24 27 26 -25 -20 29 -27
right_child=1 -3 -4 4 6 -7 7 -9 11 14 -12 -13 -14 -15 15 16 17 21 23 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-7.464935493646208 14091.97387640749 -58.844977041464233 -7353.5131046431407 215605.00903645833 65926.814083116318 70900.270138863532 10846.58591212763 -104920.45021972657 91926.392918485755 -7266.6298643851769 133987.23777077414 35023.995336719272 14675.143026194854 220465.41708984377 409.84810969182865 -9366.1555833899456 141472.07369495739 16228.294852360152 -2639.694946229853 -16113.159076387352 -2287.9499162748566 79700.319644498435 -73422.044618626649 -25.312264716027745 46330.389083627146 -17527.818702281606 77220.550656702893 73102.241363636378 -53005.645143821021 85883.930949664951
leaf_weight=3915450 962 144405 2800 30 90 107 535 32 68 1176 22 188 34 28 859 92 44 131 1237 1235 2633 119 76 419 571 110 69 55 198 29
leaf_count=3915450 962 144405 2800 30 90 107 535 32 68 1176 22 188 34 28 859 92 44 131 1237 1235 2633 119 76 419 571 110 69 55 198 29
internal_value=0 184.577 2704.57 5230.6 15096.6 102587 11589.8 27453.9 32295 5859.52 15710.3 61344.3 99407.5 129417 3626.53 13916 43972.4 60663.3 611.999 -3658.28 -7987.83 46441 -19435.4 8405.89 14605.5 -5593.86 10896.7 584.613 -29473.4 4047.29
internal_weight=0 158354 13949 11149 3555 137 3418 907 875 2511 557 318 130 96 2421 1245 386 294 7594 4906 3944 250 1311 2688 1863 825 488 1292 337 139
internal_count=4073804 158354 13949 11149 3555 137 3418 907 875 2511 557 318 130 96 2421 1245 386 294 7594 4906 3944 250 1311 2688 1863 825 488 1292 337 139
is_linear=0
shrinkage=0.1


Tree=3341
num_leaves=31
num_cat=0
split_feature=4 4 1 1 4 3 2 0 0 1 0 6 0 0 1 3 0 0 3 7 1 3 1 0 3 0 0 1 6 4
split_gain=5.74893e+11 3.77798e+12 1.83635e+13 3.42632e+13 4.25638e+13 3.9453e+13 4.57949e+13 3.04436e+13 4.83423e+13 2.74991e+13 5.92206e+13 4.49653e+13 5.64328e+13 3.9291e+13 2.29534e+13 2.2763e+13 2.73742e+13 3.63711e+13 4.14213e+13 3.95705e+13 3.2469e+13 2.60255e+13 3.43551e+13 9.8903e+13 6.30834e+13 2.73006e+13 4.49892e+13 4.3628e+13 9.46168e+13 7.68404e+13
threshold=19.500000000000004 22.500000000000004 37.442254400000003 37.503969450000007 20.500000000000004 3.5000000000000004 75.000000000000014 55.858844800000007 55.791814000000009 37.425454150000007 55.710673100000008 41.505000000000003 55.81943720000001 55.850146250000009 37.488790500000007 1.5000000000000002 55.840017500000009 55.806294650000005 8.5000000000000018 6.0000000000000009 37.46219940000001 4.5000000000000009 37.46219940000001 55.775215600000003 6.5000000000000009 55.696737300000009 55.721784200000009 37.475446350000006 82.00500000000001 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 9 4 5 14 7 8 -7 -2 -11 12 -12 -13 -4 -6 17 21 19 -19 -18 -17 23 24 -23 27 -27 28 29 -24
right_child=1 -3 3 -5 15 6 -8 -9 -10 10 11 13 -14 -15 -16 16 20 18 -20 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=13.639050202606379 -2080.6254958404857 70.859660632679066 6923.5589035284329 -170.71952563431984 -82793.769322916676 52143.54694314074 -29458.452299248416 101569.28449102724 -54034.892480468756 78428.733263221147 80185.252223557691 -74399.167006031494 -31037.009406594672 8593.1487598994008 -82993.394256756757 -24489.042394845146 -20874.453684895834 98582.377774784487 -95406.969361822295 -51212.304670138896 38250.404755930656 174350.97878736415 -117084.0088694853 260472.17906250001 -6683.7979492187505 91323.237368861621 7327.0052942030925 3566.0422872144127 -248180.48496942935 48033.066173735126
leaf_weight=3599339 37007 343403 122 90236 30 402 79 101 48 52 65 261 153 73 37 280 120 29 83 45 411 23 51 20 118 70 716 344 23 63
leaf_count=3599339 37007 343403 122 90236 30 402 79 101 48 52 65 261 153 73 37 280 120 29 83 45 411 23 51 20 118 70 716 344 23 63
internal_value=0 -103.467 -560.231 190.709 10335 30511.1 41744.9 51953.8 40817.8 -2426.07 -23591.4 -33202 2125.59 -56260.1 -14000.5 3773.19 4857.08 -846.337 -46907.3 7491.02 24888.9 3387.6 8853.61 52365.4 22846.7 3324.49 14807.6 -15440 -63163.2 -25835.1
internal_weight=0 474465 131062 93451 3215 789 630 551 450 37611 604 552 218 334 159 2426 2396 1865 157 74 531 1708 1428 161 141 1267 786 481 137 114
internal_count=4073804 474465 131062 93451 3215 789 630 551 450 37611 604 552 218 334 159 2426 2396 1865 157 74 531 1708 1428 161 141 1267 786 481 137 114
is_linear=0
shrinkage=0.1


Tree=3342
num_leaves=31
num_cat=0
split_feature=4 3 6 1 2 4 2 6 0 6 6 1 6 6 6 6 1 0 0 0 4 0 0 0 0 0 0 0 4 1
split_gain=5.72594e+11 7.04841e+12 2.33424e+13 2.1218e+13 2.63197e+13 2.44398e+13 1.39372e+13 1.21293e+13 1.87356e+13 1.39453e+13 2.16668e+13 1.15544e+13 1.03027e+13 7.46218e+12 2.7768e+13 2.31092e+13 2.27475e+13 3.23681e+13 3.51377e+13 3.78927e+13 4.96835e+13 2.19791e+13 1.79349e+13 2.12152e+13 1.74691e+13 2.56225e+13 1.65646e+13 2.44335e+13 2.30602e+13 1.61351e+13
threshold=24.500000000000004 1.5000000000000002 49.485000000000007 30.226173900000003 2911.0000000000005 26.500000000000004 2828.5000000000005 82.905000000000015 55.783232450000007 71.715000000000018 75.605000000000004 37.71815560000001 56.010000000000012 74.015000000000015 72.50500000000001 74.615000000000009 37.401708450000008 55.737027400000009 55.676890650000011 55.667390500000003 32.500000000000007 55.660117850000006 55.910578700000009 55.883833400000007 45.059854000000009 45.07004340000001 55.82518790000001 55.806294650000005 25.500000000000004 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 12 -11 -7 -5 14 -3 -15 21 18 19 24 -21 -16 23 26 -18 -26 27 29 -28 -19
right_child=1 13 3 4 -6 11 -8 8 -10 10 -12 -13 -14 15 16 -17 17 22 -20 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=9.1073960570779509 -4639.7065837489536 -127.25399358770886 -66126.853006628793 50364.100152402942 2530.6816138212816 -51177.93955269608 102494.43337890625 32025.391526442309 -83387.602130681829 133505.42867838542 29925.799847146744 22227.678214738175 18883.099102628443 -17714.863157943353 79574.244675925933 -1122.9195456745529 -39702.237086940462 119913.82265625001 -26382.814272292566 148640.42423611111 -800.17795632102275 -12708.60036708734 15295.753230186974 100647.19195851294 88029.056402439019 7945.775014604701 -81698.013250000004 145591.11377766926 28497.661509839796 29299.091888162366
leaf_weight=3846796 1400 182843 33 165 802 51 30 39 22 36 46 37 281 859 27 36870 74 22 290 45 44 585 433 58 41 1563 25 24 79 184
leaf_count=3846796 1400 182843 33 165 802 51 30 39 22 36 46 37 281 859 27 36870 74 22 290 45 44 585 433 58 41 1563 25 24 79 184
internal_value=0 -154.331 4708.53 13195.9 14930.6 28996.7 36007 32620.5 -9598.97 37498.1 75399.8 -20314.2 30529.7 -218.18 41.4965 -1500.68 8872.3 12590.5 5878.98 11173.8 74759.7 -8637.3 29324.6 44820.7 7801.23 9992.79 35126.3 50101.4 2008.32 38976.4
internal_weight=0 227008 2942 1542 1509 707 619 589 61 528 82 88 446 224066 186337 37729 3494 2882 2057 1767 89 612 825 392 1678 1604 334 230 104 206
internal_count=4073804 227008 2942 1542 1509 707 619 589 61 528 82 88 446 224066 186337 37729 3494 2882 2057 1767 89 612 825 392 1678 1604 334 230 104 206
is_linear=0
shrinkage=0.1


Tree=3343
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 4 5 4 0 4 3 0 0 0 6 6 6 0 0 3 0 7 4 1 3 6 7 0 6 0
split_gain=5.69862e+11 4.65819e+12 2.85611e+13 7.83718e+13 6.79563e+13 8.9881e+13 7.13693e+13 6.59788e+13 1.05842e+14 5.52005e+13 5.25072e+13 4.24172e+13 7.49346e+13 8.44999e+13 4.86121e+13 3.86351e+13 3.66707e+13 8.30979e+13 3.67771e+13 3.65676e+13 3.48527e+13 4.24083e+13 7.27885e+13 4.49059e+13 3.43308e+13 4.69144e+13 3.40914e+13 4.06515e+13 3.39646e+13 3.35911e+13
threshold=82.968544750000021 82.92647190000001 55.055052800000006 82.93515810000001 55.061158000000006 25.500000000000004 2.5000000000000004 11.500000000000002 55.046782850000007 24.500000000000004 22.500000000000004 55.014210500000011 55.034466500000008 55.026775150000006 74.015000000000015 80.720000000000013 84.810000000000016 55.014210500000011 55.018166200000003 4.5000000000000009 55.080855950000007 6.0000000000000009 18.500000000000004 82.95992385000001 6.5000000000000009 96.050000000000011 6.0000000000000009 55.030407050000001 116.05000000000001 55.050541250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 16 11 -4 15 -9 13 14 -13 -10 26 19 -19 -18 21 -6 23 -23 25 -16 -3 -28 -14 -17
right_child=-2 2 4 -5 20 -7 -8 8 10 -11 -12 12 28 -15 24 29 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-13.10670145781647 -90.71597028197732 -3529.7674239114094 3674.3930771476953 532.2198655945989 6841.6391859748255 64188.092156229941 -31170.311032985657 -26356.1959018985 42830.068981402852 -25800.300236167623 197523.90435156249 34733.959210637615 -1713.0836145807853 54711.654889962338 -39648.187912946429 47739.622633713945 7679.5212611607149 -95477.208001512103 15731.435172838186 162415.09799107144 -3100.5090021308797 -50680.974785760307 1193.2568083682115 31069.02280148237 -56267.553340273691 85066.771491745283 8759.3424032182847 140514.65077039931 74983.273671874995 204273.203125
leaf_weight=3282281 591866 3640 1974 155654 9662 146 1794 261 621 937 25 254 1533 770 70 26 21 31 730 56 18413 485 2072 78 159 53 67 36 60 29
leaf_count=3282281 591866 3640 1974 155654 9662 146 1794 261 621 937 25 254 1533 770 70 26 21 31 730 56 18413 485 2072 78 159 53 67 36 60 29
internal_value=0 15.4201 484.389 1041.17 -2084.87 -13083.8 -15481.7 10425.2 20054.8 -5813 55207.9 12256.6 15733 33489.3 3001.96 49944.7 2309.04 21218 11201.3 120214 -347.451 3774.86 -7470.38 -39355 -25579.3 14090.8 -1924.38 54809.7 1175.67 130276
internal_weight=0 3.48194e+06 199657 164096 35561 4851 4705 8442 3861 2911 701 3160 2899 1306 536 676 4581 838 761 77 30710 12297 2635 563 282 123 3743 103 1593 55
internal_count=4073804 3481938 199657 164096 35561 4851 4705 8442 3861 2911 701 3160 2899 1306 536 676 4581 838 761 77 30710 12297 2635 563 282 123 3743 103 1593 55
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=31
num_cat=0
split_feature=3 6 0 3 1 6 0 1 1 1 0 4 1 0 6 0 6 1 6 6 2 7 0 6 5 0 7 6 6 1
split_gain=5.75166e+11 5.30143e+12 4.39233e+12 2.98951e+12 1.16159e+13 2.22846e+13 7.60647e+12 1.32784e+13 8.2389e+12 2.00286e+13 1.68825e+13 2.15267e+13 8.14496e+12 1.54531e+13 2.68496e+13 1.39718e+13 1.36344e+13 1.18995e+13 2.01482e+13 1.51456e+13 1.49046e+13 2.28937e+13 1.50216e+13 8.92376e+12 2.09085e+13 2.573e+13 2.34392e+13 2.53339e+13 2.98681e+13 1.76018e+13
threshold=24.500000000000004 189.00000000000003 45.125532050000011 23.500000000000004 30.260128500000004 99.050000000000011 45.029425500000009 39.008519500000006 37.534144550000008 37.503969450000007 55.749683450000006 26.500000000000004 37.343102500000008 59.825842200000004 79.710000000000022 55.801384500000005 62.995000000000012 37.425454150000007 50.795000000000009 80.720000000000013 75.000000000000014 6.0000000000000009 55.840017500000009 49.895000000000003 2.5000000000000004 60.034792100000011 6.0000000000000009 59.505000000000003 64.015000000000015 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -6 9 12 -11 -12 13 14 16 -16 -8 18 20 -20 21 22 -14 -15 25 26 27 -25 -29 -30
right_child=1 2 -4 4 6 -7 8 -9 -10 10 11 -13 17 23 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.011139920202484 -473.70409803987508 2255.1138119904895 -54672.198863636368 -7999.5930250835081 -38300.906374289771 -106381.44791666669 -10419.775848388672 30239.543521102678 -66.790305679315537 -40414.65733695653 101995.63406394677 22771.185378573806 189965.84353693182 -7.8618200896216228 116258.18991477274 17042.471683578489 -49445.079774100828 2828.1941094372323 -12231.812668892999 56875.856888338414 26241.302457275393 17248.026245959052 71723.781696428574 21637.391271551725 -8222.3822740491942 -8045.8753865041554 20518.542904942944 179792.92975068933 -8589.0621404474423 111909.81393952547
leaf_weight=4045324 17420 23 33 566 33 24 576 197 6630 23 54 94 22 976 22 40 106 510 140 41 100 29 21 58 273 157 229 34 22 27
leaf_count=4045324 17420 23 33 566 33 24 576 197 6630 23 54 94 22 976 22 40 106 510 140 41 100 29 21 58 273 157 229 34 22 27
internal_value=0 -572.456 -31291.3 2.46633 1648.49 -12001.6 2421.82 20405.5 2015.67 5900.51 39290.8 51677.4 4212.74 1341.31 -10757.5 52248 -16485.3 12597.5 26711.7 3422.41 51219.6 85911.7 132220 6409.74 14239.2 25874.9 40268.3 72344.2 107778 57808.3
internal_weight=0 17476 56 4.05633e+06 11004 590 10414 230 10184 3554 171 148 3383 2520 744 62 682 863 353 181 172 72 43 1776 800 527 370 141 83 49
internal_count=4073804 17476 56 4056328 11004 590 10414 230 10184 3554 171 148 3383 2520 744 62 682 863 353 181 172 72 43 1776 800 527 370 141 83 49
is_linear=0
shrinkage=0.1


Tree=3345
num_leaves=31
num_cat=0
split_feature=4 0 0 1 3 0 6 6 5 6 5 1 6 6 6 5 6 1 6 1 3 6 0 3 1 7 1 7 4 1
split_gain=5.38562e+11 6.55152e+12 1.6604e+13 1.99327e+13 2.17955e+13 1.82923e+13 1.81194e+13 6.28872e+13 6.08702e+13 4.02125e+13 1.9741e+13 1.64847e+13 1.48991e+13 1.14264e+13 1.92583e+13 1.56015e+13 2.59439e+13 1.39369e+13 2.47378e+13 1.38599e+13 1.08239e+13 9.55419e+12 2.21968e+13 2.20332e+13 2.17125e+13 3.4522e+13 1.07029e+13 8.94934e+12 8.40664e+12 8.07355e+12
threshold=24.500000000000004 45.022979600000006 45.047736150000013 38.989878900000008 24.500000000000004 45.053967500000006 83.820000000000007 112.00500000000001 2.5000000000000004 66.990000000000023 1.5000000000000002 39.033214400000013 64.405000000000015 73.00500000000001 81.02500000000002 2.5000000000000004 92.02500000000002 39.718675700000013 75.605000000000004 39.908802000000009 22.500000000000004 36.280000000000008 43.6005307 7.5000000000000009 39.718675700000013 6.0000000000000009 39.712886600000012 6.0000000000000009 25.500000000000004 39.735861600000007
decision_type=2 2 2 2 2 2 2 2 2 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 20 11 9 8 -8 10 27 28 -13 19 17 16 -16 -15 -19 21 -5 26 23 -23 -25 -26 -2 -3 -4 -17
right_child=1 2 5 4 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 29 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=8.8326057943073852 2928.7943884111642 19517.425934402534 -35598.462302454507 2889.8850988066702 -50855.80568882043 -128.94242896335325 20997.166914062502 -34399.252062988286 257212.4404296875 -88509.414990234378 64700.190623445334 -25311.325881299788 33863.609286875268 -28968.526681601037 75885.954937065981 -21165.267359674435 -30370.311796875001 -16010.027157738095 -167747.93575994321 55514.715801711311 37883.026628343992 17996.107102272726 -2438.9229156241931 5793.7533854166668 -182345.45791330645 -18553.185156250001 47798.476305803575 -43522.077929687504 -101430.0734375 29707.501383928571
leaf_weight=3846796 221 227 164 825 71 222929 20 32 24 32 106 102 73 148 54 287 40 21 22 42 99 33 1210 21 31 22 70 25 22 35
leaf_count=3846796 221 227 164 825 71 222929 20 32 24 32 106 102 73 148 54 287 40 21 22 42 99 33 1210 21 31 22 70 25 22 35
internal_value=0 -149.674 -95.8391 10530 2536.5 -165.365 27597.8 72266.7 149842 18893.1 28493.4 -22657.4 -626.924 -5510.55 -17241.6 -5172.21 30670.5 -43528.8 -93643.4 -1194.95 6639.15 -2676.17 -6299.5 -49956.4 -80259.6 -114356 13722.2 13263.5 -43385 -15635.6
internal_weight=0 227008 224751 1461 995 223290 466 76 44 390 358 361 175 2257 607 416 94 191 43 1650 924 1608 1317 107 74 53 291 252 186 322
internal_count=4073804 227008 224751 1461 995 223290 466 76 44 390 358 361 175 2257 607 416 94 191 43 1650 924 1608 1317 107 74 53 291 252 186 322
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 6 3 6 4 4 6 1 1 7 1 1 6 6 6 6 5 6 1 4 4 1 6 1 6
split_gain=5.43626e+11 7.89602e+12 2.87528e+13 4.12572e+13 8.82777e+13 4.65809e+13 6.41392e+13 2.95001e+13 2.58086e+13 2.52983e+13 4.06521e+13 3.06856e+13 3.68669e+13 2.61954e+13 4.98137e+13 2.62268e+13 3.32677e+13 4.04353e+13 2.94639e+13 4.05555e+13 2.76168e+13 2.70716e+13 2.89634e+13 2.31842e+13 2.23444e+13 2.06604e+13 3.05394e+13 2.20994e+13 2.28883e+13 2.52206e+13
threshold=60.002985000000002 60.01610465000001 30.410676000000006 30.303340300000002 30.315889700000003 9.5000000000000018 68.515000000000015 13.500000000000002 37.995000000000012 7.5000000000000009 4.5000000000000009 77.565000000000012 30.330566300000005 30.389265100000003 6.0000000000000009 30.323041000000003 30.330566300000005 71.715000000000018 72.50500000000001 53.995000000000012 103.03500000000001 1.5000000000000002 48.005000000000003 30.370944000000005 17.500000000000004 16.500000000000004 30.205407000000005 70.00500000000001 30.277905650000005 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 6 -5 -7 24 10 -10 -12 -13 15 -15 18 17 -17 19 -11 -20 22 -18 -23 -6 26 -2 -28 -29 -30
right_child=1 -3 -4 4 8 7 -8 -9 9 13 11 12 -14 14 -16 16 21 -19 20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-7.3463894363827027 12681.130462424424 -37.821187843659438 -6605.9203193315789 89793.943776939661 3859.241922043544 -41916.953629032265 297466.96953125001 99687.925725446432 58245.890395308525 37214.303958333338 -1985.9445376538379 -117944.91739755306 19345.241582661292 47927.837960473429 -109534.43832775299 18847.92273185484 14047.967954600283 -141400.89274902345 2284.300490301724 188861.90172413795 100141.08503689237 3908.3094129871188 -30267.770962537863 47290.325360230316 -36129.305753714136 7613.421555687416 -3411.7893645958657 -29527.220860265443 -74393.105125000002 37165.428290194213
leaf_weight=3915450 962 144405 2800 58 591 31 20 28 98 45 503 53 31 464 21 31 421 32 145 29 36 210 227 298 183 2688 3143 669 25 107
leaf_count=3915450 962 144405 2800 58 591 31 20 28 98 45 503 53 31 464 21 31 421 32 145 29 36 210 227 298 183 2688 3143 669 25 107
internal_value=0 181.646 2453.65 4728.9 13619.8 92330.1 143043 25285.4 10465 15166.5 -1375.49 -11329.3 -67278.3 20950.7 41109.9 14317.6 8216.68 -62548.3 43482.1 96643.8 21747.5 12073.2 -1476.22 29356.8 -5595.41 566.768 -3294.1 -7190.69 -22018.5 16036.9
internal_weight=0 158354 13949 11149 3555 137 78 59 3418 2644 685 587 84 1959 485 1474 1219 63 255 74 181 1156 648 508 774 7594 4906 3944 801 132
internal_count=4073804 158354 13949 11149 3555 137 78 59 3418 2644 685 587 84 1959 485 1474 1219 63 255 74 181 1156 648 508 774 7594 4906 3944 801 132
is_linear=0
shrinkage=0.1


Tree=3347
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 6 6 4 6 4 1 3 3 0 6 1 1 1 0 0 4 6 1 4 4 6 4 1 1
split_gain=5.11325e+11 3.81165e+12 1.81047e+13 1.69468e+13 1.69257e+13 9.37241e+12 1.40744e+13 1.23591e+13 1.34565e+13 1.81255e+13 1.40551e+13 1.10583e+13 1.26513e+13 1.23138e+13 9.36581e+12 1.6882e+13 2.83368e+13 1.77525e+13 1.25425e+13 1.73378e+13 1.1738e+13 8.49983e+12 1.33502e+13 7.76557e+12 7.25642e+12 5.46593e+13 4.55882e+13 4.4585e+13 4.90564e+13 1.15065e+14
threshold=87.395000000000024 1.5000000000000002 55.622114900000007 55.696737300000009 55.520061350000013 82.948524700000021 96.050000000000011 88.825000000000003 17.500000000000004 118.04500000000002 23.500000000000004 82.901648750000021 13.500000000000002 11.500000000000002 47.222459950000008 168.45000000000002 61.29689960000001 39.689978950000004 39.908802000000009 43.687280500000007 44.739668300000005 6.5000000000000009 120.05000000000001 43.80299105000001 8.5000000000000018 9.5000000000000018 247.90000000000001 6.5000000000000009 30.330566300000005 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 -10 12 13 14 18 16 17 -16 19 -9 -21 -22 -23 -20 27 26 -26 28 29 -5
right_child=1 -3 3 24 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 23 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.8818189875658682 46754.502412373316 -181.22815208624615 87511.53794642858 50151.087373046874 -98526.520859375014 97284.827001953134 5071.513793818156 103819.70190217393 -146762.24374999999 10631.171616683469 -42251.190360383072 -80630.242343750011 59393.116271551728 -74229.345117187506 -37260.798268995095 6837.1710638082259 54672.224169921879 -129743.29125000001 -49519.218178304036 -56857.198319868607 -4361.2717234141792 102617.25210336539 14272.888890625001 -506.69151303069759 -127122.37218572444 11890.708526923981 8596.0268315972226 109434.29942602041 21270.000362714298 -243615.06551106775
leaf_weight=3832905 37 238498 28 30 20 20 96 23 22 31 31 20 29 27 51 106 21 35 48 22 67 26 50 99 55 898 45 49 391 24
leaf_count=3832905 37 238498 28 30 20 20 96 23 22 31 31 20 29 27 51 106 21 35 48 22 67 26 50 99 55 898 45 49 391 24
internal_value=0 -141.317 3823.15 10434.1 -7582.86 -5470.35 20970.4 -9587.29 -12531.7 -50107 -85633.1 -7473.49 -5051.08 -8301.31 -5053.03 -21448.2 -49469.2 -74899 5371.34 22481.3 11143.2 21604.8 44496 -16510.8 8987.65 4081.11 -66049.1 18900 8931.1 -80411.6
internal_weight=0 240899 2401 1520 881 861 116 745 708 84 53 624 604 575 548 213 107 86 335 188 165 143 76 147 1492 998 100 494 445 54
internal_count=4073804 240899 2401 1520 881 861 116 745 708 84 53 624 604 575 548 213 107 86 335 188 165 143 76 147 1492 998 100 494 445 54
is_linear=0
shrinkage=0.1


Tree=3348
num_leaves=31
num_cat=0
split_feature=0 4 6 6 5 6 0 6 0 6 1 0 2 1 1 1 6 6 1 6 1 6 5 6 2 0 2 0 2 1
split_gain=5.23405e+11 3.72296e+12 6.96798e+12 1.00132e+13 6.61209e+12 7.11869e+12 5.64338e+12 5.74805e+12 8.4447e+12 2.06974e+13 1.61749e+13 8.05683e+12 5.24388e+12 5.16913e+12 2.33121e+13 1.03424e+13 1.16644e+13 7.58992e+12 6.52811e+12 5.72895e+12 4.63749e+12 6.4255e+12 1.60469e+13 1.30139e+13 1.33995e+13 7.71782e+12 6.77785e+12 5.04678e+12 5.21501e+12 4.36264e+12
threshold=54.94110555000001 1.5000000000000002 128.05000000000004 168.45000000000002 2.5000000000000004 35.57500000000001 54.962581500000006 54.710000000000008 55.026775150000006 83.010000000000005 82.895858600000011 54.992080650000005 7457.0000000000009 37.804148700000006 37.682335600000009 38.166910000000009 51.805000000000007 59.815000000000005 37.563506350000004 52.990000000000002 53.67029225000001 95.045000000000016 3.5000000000000004 75.605000000000004 915.50000000000011 58.08467765000001 4395.5000000000009 55.050541250000002 9907.0000000000018 30.624707450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 9 10 -9 -8 13 14 17 16 -15 18 19 29 21 23 -23 25 -25 -10 -27 -22 -29 -7
right_child=1 -3 3 -5 6 12 7 8 20 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 27 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=52.32422795303529 6316.2556481924576 -29.807139738344645 -74788.597684151784 10562.138671875 54067.617878605779 13642.319882812501 -51718.648380796374 112697.23433388158 14945.540558990571 -32987.890625 1593.502216796875 1063.069007452237 -9992.5578226710859 8364.248361895161 -104548.91881250001 945.56702397378649 106317.87662109375 -44007.336533074631 45387.990207741481 45551.07700892858 -35305.365839843747 -29414.552031250001 89729.755772047793 -87908.684263873933 -11497.630047274504 -57076.777083333342 1826.6590401785716 18232.242968504223 -16366.56122007979 -22785.266624959313
leaf_weight=1301151 1353 2766968 28 27 26 50 31 38 327 26 20 431 706 31 25 1424 20 38 33 21 20 20 26 29 110 30 56 596 47 96
leaf_count=1301151 1353 2766968 28 27 26 50 31 38 327 26 20 431 706 31 25 1424 20 38 33 21 20 20 26 29 110 30 56 596 47 96
internal_value=0 -24.5547 2531.87 -32889.1 2877.9 496.811 7810.25 7144.68 10450.2 41150.9 74385.6 -2478.56 -2724.84 227.412 -12687.8 2530.26 46777.4 -3038.54 4745.53 -3285.61 8405.12 2019.69 37927.9 -972.663 -27439.5 7935.06 -18721.1 14164.5 15703.2 -10310.1
internal_weight=0 2.77265e+06 5685 55 5630 3797 1833 1807 1345 84 58 462 2444 1738 263 1475 51 238 200 167 1261 598 46 552 139 413 86 663 643 146
internal_count=4073804 2772653 5685 55 5630 3797 1833 1807 1345 84 58 462 2444 1738 263 1475 51 238 200 167 1261 598 46 552 139 413 86 663 643 146
is_linear=0
shrinkage=0.1


Tree=3349
num_leaves=31
num_cat=0
split_feature=2 0 5 6 1 3 0 4 2 6 4 3 6 6 6 6 3 1 4 3 4 0 4 1 4 0 6 0 3 5
split_gain=5.34329e+11 3.83165e+12 1.11127e+13 1.23921e+13 1.33953e+13 1.2406e+13 1.8477e+13 3.16773e+13 1.12725e+13 1.11145e+13 1.21788e+13 1.07882e+13 1.36129e+13 3.03089e+13 1.68865e+13 1.55071e+13 1.2575e+13 1.54295e+13 1.18304e+13 1.84264e+13 1.13821e+13 1.0378e+13 1.0323e+13 9.73533e+12 2.96696e+13 5.06165e+13 3.52621e+13 1.42264e+13 1.49241e+13 1.38331e+13
threshold=3338.0000000000005 57.634352600000007 3.5000000000000004 149.05000000000004 34.382014200000008 7.5000000000000009 58.010305850000002 4.5000000000000009 5719.5000000000009 91.02500000000002 29.500000000000004 5.5000000000000009 134.05000000000004 128.05000000000004 95.045000000000016 103.03500000000001 13.500000000000002 37.957884500000006 18.500000000000004 7.5000000000000009 11.500000000000002 57.57007620000001 16.500000000000004 37.897576350000001 4.5000000000000009 60.753246850000004 101.02000000000002 57.978821400000008 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 21 9 11 8 6 7 -6 -5 10 -3 20 13 14 -13 16 17 -16 19 -17 -4 -2 -22 24 25 -11 -27 -25 -29 -30
right_child=1 2 3 4 5 -7 -8 -9 -10 23 -12 12 -14 -15 15 18 -18 -19 -20 -21 22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=-30.148516232007182 -3.0700572604711631 440.77665885933339 4124.5722424752757 -23831.958816964288 -67031.806499999992 -89813.515401785728 -41796.059379763727 73930.362280273446 60266.202618243246 60085.842548014334 78480.671123046879 7314.7579593072851 69560.836833079273 -95872.919527493999 134236.05031738282 -12332.986083296655 -7888.7191336495544 49191.569299316412 -36229.989545200893 53132.821720900225 -39579.582162580824 -26395.8238163276 6611.8721009036153 -20834.855139042404 -22546.545098018403 -156720.73296130952 3301.1446093750001 -30264.633908770164 -25759.429385003812 9545.1755353256012
leaf_weight=2406287 1508550 149601 4504 28 25 28 123 44 37 120 20 1153 41 26 32 71 21 64 35 109 116 149 83 311 782 21 40 124 123 1136
leaf_count=2406287 1508550 149601 4504 28 25 28 123 44 37 120 20 1153 41 26 32 71 21 64 35 109 116 149 83 311 782 21 40 124 123 1136
internal_value=0 43.5054 510.712 4547.06 -15845.6 -27629.8 -18561.3 22857.1 24039.3 337.36 451.208 5476.22 12705.6 11162.9 13036.9 32909.4 62206.4 77539.7 16966.4 27310.2 3090.5 -5.67662 -20313.8 -6073.67 -14102 22382.4 -51788.4 -1509.77 2835.93 6096.04
internal_weight=0 1.66752e+06 158818 6540 285 220 192 69 65 152278 149621 6255 1552 1511 1485 332 117 96 215 180 4703 1.5087e+06 199 2657 963 181 61 1694 1383 1259
internal_count=4073804 1667517 158818 6540 285 220 192 69 65 152278 149621 6255 1552 1511 1485 332 117 96 215 180 4703 1508699 199 2657 963 181 61 1694 1383 1259
is_linear=0
shrinkage=0.1


Tree=3350
num_leaves=31
num_cat=0
split_feature=2 6 6 2 1 6 4 0 0 6 6 0 6 3 6 4 3 4 0 1 1 6 4 6 0 6 6 6 6 1
split_gain=5.12551e+11 7.1656e+11 1.1794e+12 5.78606e+11 1.68851e+12 1.05219e+13 3.39229e+12 3.22658e+12 5.59507e+12 3.63073e+12 6.64097e+12 2.018e+12 2.92727e+12 2.70602e+12 1.98872e+12 1.56484e+12 3.26462e+12 1.79908e+12 4.10479e+12 8.39459e+12 4.42912e+12 4.17162e+12 4.67025e+12 3.48468e+12 4.09482e+12 4.40856e+12 3.15326e+12 2.17656e+13 6.39317e+12 5.87653e+12
threshold=15792.500000000002 56.505000000000003 44.010000000000012 11703.500000000002 72.839788400000018 82.00500000000001 2.5000000000000004 63.565651350000003 54.604289300000012 52.610000000000007 59.815000000000005 53.175387700000009 31.995000000000001 3.5000000000000004 57.995000000000012 16.500000000000004 10.500000000000002 5.5000000000000009 44.249882500000005 42.186961750000002 41.912736000000002 53.995000000000012 2.5000000000000004 53.995000000000012 43.472751400000007 19.050000000000004 94.02500000000002 96.050000000000011 95.045000000000016 44.628646350000004
decision_type=2 2 2 2 2 2 2 2 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 15 6 -6 8 11 -9 -11 12 -8 14 -14 17 -17 18 20 -20 21 -5 -23 24 25 -22 -25 28 -28 -29
right_child=1 -3 -4 4 5 -7 7 9 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 23 22 -24 26 -26 -27 27 29 -30 -31
leaf_value=-2.0749754750621534 -13252.269414062503 -20065.082083333335 12286.847714695787 1134.2344201803207 -31835.320860877408 72668.879755434784 31602.528128487724 1995.5178224505798 -34017.095499295967 83123.302695312508 13111.370107305618 33698.735733695656 -3417.903964916628 -24004.02295355903 28728.453342013891 48960.881669921881 -6862.2839488636373 -1084.375528743087 1239.4123107715777 -27851.495763739222 26380.32730162378 13379.105344238282 -24340.484227848574 5706.203035187129 3704.7926266663608 -3371.6410154439636 -19612.05066964286 -11132.840038925344 -90193.142069128793 10979.769428405763
leaf_weight=4059190 40 30 33 256 26 23 28 66 43 20 42 23 67 45 27 20 22 5214 314 145 51 40 183 3257 1873 2124 21 178 33 370
leaf_count=4059190 40 30 33 256 26 23 28 66 43 20 42 23 67 45 27 20 22 5214 314 145 51 40 183 3257 1873 2124 21 178 33 370
internal_value=0 -7054.15 -1707.19 0.178359 630.508 6956.6 3051.22 5563.83 -1443.37 18319.1 35695.9 5928.58 2103.94 -3838.22 5815.62 446.571 19720.2 388.993 1257.52 -7950.53 1761.52 -7575.74 -17574.6 2327.16 277.448 -2674.01 4477.26 -2171.69 -62744.9 3797.21
internal_weight=0 103 73 4.0737e+06 14511 410 387 361 233 128 62 190 167 139 94 14101 42 14059 8845 459 8386 479 223 7907 4048 2175 3859 602 54 548
internal_count=4073804 103 73 4073701 14511 410 387 361 233 128 62 190 167 139 94 14101 42 14059 8845 459 8386 479 223 7907 4048 2175 3859 602 54 548
is_linear=0
shrinkage=0.1


Tree=3351
num_leaves=31
num_cat=0
split_feature=6 0 1 1 5 5 1 0 0 0 5 3 1 4 6 0 2 2 0 0 4 0 6 4 5 0 4 0 5 3
split_gain=4.98545e+11 2.90877e+12 5.80864e+12 1.32038e+13 1.03654e+13 7.37675e+12 9.141e+12 1.50484e+13 7.2706e+12 1.6865e+13 1.65608e+13 1.35464e+13 7.2069e+12 6.83575e+12 6.73943e+12 6.61716e+12 5.42506e+12 5.96601e+12 5.40607e+12 5.33542e+12 5.14298e+12 1.89962e+13 1.68728e+13 2.39722e+13 1.45349e+13 1.15055e+13 1.26826e+13 8.57527e+12 1.17612e+13 7.76056e+12
threshold=21.020000000000003 54.707511300000007 40.024897700000004 39.939672500000007 2.5000000000000004 3.5000000000000004 39.689978950000004 45.053967500000006 51.768991500000006 53.341100000000004 3.5000000000000004 5.5000000000000009 56.02161850000001 4.5000000000000009 15.450000000000001 45.07004340000001 3999.0000000000005 2892.5000000000005 47.285193200000002 43.472751400000007 5.5000000000000009 43.6005307 19.050000000000004 7.5000000000000009 1.5000000000000002 44.046956350000009 4.5000000000000009 44.249882500000005 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 5 14 18 7 -7 11 10 13 15 -11 -10 -4 16 17 -6 20 -5 24 22 29 -24 25 26 -1 28 -26 -22
right_child=-2 -3 4 19 8 6 -8 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-3154.409173933384 3.1715411711301931 -1002.2537711979417 12544.830198629388 -55680.924033043033 -15098.794002632474 64896.697343749998 80642.902249999999 -57775.057968750007 49389.700510332666 6934.488642153533 99445.01568509615 -76886.632110430743 -43602.271563971532 -6775.129992675782 2953.6617508380264 -32492.14578016493 -15691.405305543665 49757.61455869933 6791.9035064915261 1763.3791770241478 -7383.4915203936689 -850.02229726321968 1886.1199776785716 122528.48222656251 15187.805866188228 -3347.9800783676674 -31232.016113420363 7010.5935993234734 103780.99171195652 54923.382060185184
leaf_weight=297 4040593 23163 1105 61 23 20 25 20 31 46 26 37 73 72 2174 90 73 37 840 22 77 1605 28 40 43 2402 351 380 23 27
leaf_count=297 4040593 23163 1105 61 23 20 25 20 31 46 26 37 73 72 2174 90 73 37 840 22 77 1605 28 40 43 2402 351 380 23 27
internal_value=0 -385.863 1035.06 -834.859 4126.58 -302.575 33207.8 3560.82 -9165.25 3084.12 28130.6 -20849.3 -24067.1 10128.8 6185.82 -11551.6 2618.7 24896 -658.893 -40454.7 -1845.82 2534.65 34118.3 72852.2 -4072.39 -6538.08 -18363.1 12789.4 46061.2 8792.33
internal_weight=0 33211 10048 6261 3787 6178 65 40 508 248 129 260 119 103 3279 223 133 60 6113 83 5273 1777 172 68 3496 3050 648 446 66 104
internal_count=4073804 33211 10048 6261 3787 6178 65 40 508 248 129 260 119 103 3279 223 133 60 6113 83 5273 1777 172 68 3496 3050 648 446 66 104
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=31
num_cat=0
split_feature=6 1 3 6 4 1 4 0 0 4 3 4 4 0 6 6 6 1 1 1 6 0 0 1 0 0 6 6 1 5
split_gain=5.0376e+11 4.97487e+12 1.11236e+13 2.51283e+13 2.18601e+13 2.06359e+13 2.50448e+13 2.41676e+13 4.38195e+13 2.73136e+13 2.56647e+13 1.99769e+13 1.72336e+13 1.70483e+13 1.27633e+13 1.24589e+13 1.24029e+13 1.53268e+13 3.19823e+13 2.17691e+13 1.43051e+13 1.24262e+13 2.70535e+13 1.14573e+13 1.51225e+13 1.12857e+13 1.11758e+13 1.12584e+13 1.03987e+13 1.0262e+13
threshold=39.305000000000007 30.410676000000006 9.5000000000000018 36.605000000000011 18.500000000000004 30.260128500000004 7.5000000000000009 59.990753350000013 59.982409200000006 8.5000000000000018 5.5000000000000009 20.500000000000004 15.500000000000002 59.838047850000002 37.505000000000003 38.805000000000007 37.995000000000012 30.303340300000002 30.345769800000003 30.330566300000005 37.310000000000009 59.898927250000007 59.950512650000007 30.323041000000003 59.91832440000001 60.05226170000001 33.005000000000003 34.310000000000009 30.205407000000005 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 12 5 -5 16 8 9 10 -8 13 29 -6 -12 25 20 -18 19 21 -7 -19 -23 -22 -25 26 -4 -28 -15 -1
right_child=-2 -3 15 4 11 6 7 -9 -10 -11 14 -13 -14 28 -16 -17 17 18 -20 -21 23 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-941.58581206751796 -20.624866602297061 -1.2044416405022984 3235.1170833615643 2823.6032514922986 53546.522379032256 -925.4805300690407 62690.598005889733 -584.54110562845756 41069.640727598518 10299.168590463189 -65139.111277343756 1484.6615424808469 4079.7325516842679 3328.7795970479001 23629.997656250001 -8865.1865532732154 20356.122281161224 11311.051438210228 725.55947965091264 -126919.57117838541 -3293.200035873725 -92547.868349880649 -5242.6313685825899 31896.031966824004 119653.03880931715 5797.8157160347 -8885.2995963536359 -1274.8219921031027 -29563.492658319534 -63795.71083233173
leaf_weight=27630 3031103 966896 4497 6127 31 344 193 913 657 3164 25 2582 8802 122 46 1835 132 44 363 30 49 72 70 72 27 2676 2301 12522 453 26
leaf_count=27630 3031103 966896 4497 6127 31 344 193 913 657 3164 25 2582 8802 122 46 1835 132 44 363 30 49 72 70 72 27 2676 2301 12522 453 26
internal_value=0 59.9559 840.059 1660.32 5030.83 6939.58 11006.4 14124.3 17411.8 12877.6 43779.5 -2350.32 225.879 -18690.1 -7626.73 -948.879 -1947.24 -10393.7 -17404.1 -47871.9 10259 -35122.3 -49510.1 36255.3 55829.8 -288.467 -1131.47 -2456.21 -22584.6 -1000.68
internal_weight=0 1.0427e+06 75805 51974 15516 12328 6201 4998 4085 3428 264 3188 36458 606 71 23831 1203 711 579 216 492 186 142 148 99 21996 19320 14823 575 27656
internal_count=4073804 1042701 75805 51974 15516 12328 6201 4998 4085 3428 264 3188 36458 606 71 23831 1203 711 579 216 492 186 142 148 99 21996 19320 14823 575 27656
is_linear=0
shrinkage=0.1


Tree=3353
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 6 4 1 6 0 6 0 1 6 4 4 0 1 0 1 6 1 4 4 1 0 1 6 1
split_gain=5.21739e+11 4.89186e+12 1.66421e+13 5.85734e+13 6.34387e+13 4.06795e+13 4.10197e+13 3.69656e+13 6.7531e+13 3.58165e+13 5.73458e+13 3.18856e+13 3.10313e+13 6.97713e+13 2.94015e+13 2.72812e+13 2.41507e+13 2.30785e+13 4.80852e+13 2.58995e+13 8.21442e+13 3.69473e+13 3.29904e+13 2.49455e+13 2.22841e+13 2.48698e+13 2.1491e+13 2.07019e+13 2.0226e+13 2.01306e+13
threshold=60.571186450000006 53.67029225000001 54.810424650000009 56.067362750000008 55.883833400000007 59.999510900000011 120.05000000000001 5.5000000000000009 56.02161850000001 86.030000000000015 55.014210500000011 67.91500000000002 54.431501800000014 56.128886000000001 67.00500000000001 11.500000000000002 4.5000000000000009 54.707511300000007 55.90712030000001 54.724612400000005 56.02161850000001 57.005000000000003 55.90712030000001 14.500000000000002 2.5000000000000004 55.90712030000001 54.86311005000001 54.62357655000001 89.00500000000001 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 5 6 7 26 11 -7 -11 -9 14 15 27 24 -16 18 -17 20 -19 23 -23 -21 25 -14 -4 -3 -27 -5
right_child=-2 2 3 29 -6 9 -8 8 -10 10 -12 -13 13 -15 16 17 -18 19 -20 21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=12.956053649912429 52.898283811790272 -10370.929869958443 1146.2451950020577 -3706.2232898543116 -45849.008461782098 439.06562568306373 -137227.29907812501 -45587.683893334179 -12698.176128205198 169851.50908203126 15861.068718927558 -126966.65430372808 6530.6286259563976 -15208.251895249048 6768.6244734194015 29413.798435364508 -13519.432066705014 -8143.2002780224811 -3393.8224701774579 -14193.535504904459 166846.73352141204 -63071.099004226438 11036.732259092256 792.5615577899016 7243.2455015967562 -41161.505605999395 -9825.5253180314721 440.27669859097972 54662.332291666666 108.45392154856796
leaf_weight=2590282 1279102 1917 3187 15887 407 4537 25 310 2901 32 99 57 339 2045 721 826 3151 4155 973 1376 27 61 3941 5762 17007 268 4059 23284 24 107042
leaf_count=2590282 1279102 1917 3187 15887 407 4537 25 310 2901 32 99 57 339 2045 721 826 3151 4155 973 1376 27 61 3941 5762 17007 268 4059 23284 24 107042
internal_value=0 -24.2109 -495.168 -1117.35 -6886.71 -5843.92 -9286.09 -8981.87 -17811.1 1927.49 53477.1 -58226.9 813.313 2742.31 -1628.63 3798.4 -9741.62 954.87 11669.6 -303.177 -7013.42 2215.88 9907.15 -2096.32 6558.59 -11894.6 -4999.82 -382.115 -33285.6 -384.544
internal_weight=0 2.7947e+06 204420 138543 15614 15207 10539 10514 3268 4668 131 367 65877 36804 29073 34759 3872 17121 1799 15322 4182 11140 4002 7138 17638 631 7246 25201 292 122929
internal_count=4073804 2794702 204420 138543 15614 15207 10539 10514 3268 4668 131 367 65877 36804 29073 34759 3872 17121 1799 15322 4182 11140 4002 7138 17638 631 7246 25201 292 122929
is_linear=0
shrinkage=0.1


Tree=3354
num_leaves=31
num_cat=0
split_feature=4 0 4 1 1 1 0 0 7 7 0 3 0 0 1 5 0 1 6 0 1 1 6 6 6 7 0 7 3 6
split_gain=5.28394e+11 6.28792e+12 1.14424e+13 2.76767e+13 8.55883e+13 1.08184e+14 1.32528e+14 1.71834e+14 8.70961e+13 8.08872e+13 7.35896e+13 8.75047e+13 1.66736e+14 8.56624e+13 7.49292e+13 8.24215e+13 5.44279e+13 5.30173e+13 5.20867e+13 5.12816e+13 8.18308e+13 7.86149e+13 4.8185e+13 4.7139e+13 4.5882e+13 4.13823e+13 3.95186e+13 3.87115e+13 3.80768e+13 4.66247e+13
threshold=10.500000000000002 43.6005307 11.500000000000002 30.330566300000005 30.362494150000003 30.345769800000003 59.898927250000007 59.905532300000012 6.0000000000000009 6.0000000000000009 59.905532300000012 3.5000000000000004 59.898927250000007 59.990753350000013 30.260128500000004 2.5000000000000004 59.963561900000009 30.303340300000002 55.805000000000007 60.028671700000011 30.323041000000003 30.157841000000001 38.995000000000012 55.805000000000007 94.02500000000002 6.0000000000000009 59.933037250000005 6.0000000000000009 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 10 5 6 23 8 22 -9 11 -3 17 14 16 26 -12 -13 27 20 21 -15 -8 -5 -14 -23 -16 -7 -17 -30
right_child=1 2 -4 4 -6 18 7 9 -10 -11 13 12 24 19 15 28 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=27.869462479213425 1951.9360792455857 -12232.721884956507 -25.228849690745982 20674.385349589647 -2045.5278799990929 -2337.8444062499998 80354.154603794654 155426.79392361111 -158927.7857197893 -4591.3665322357756 -19413.994924889084 31772.753360421317 117483.93005638402 -43515.717857142859 -94039.40156923492 -22789.909922889612 -76171.191155888038 -44520.672246817128 -133410.52195921732 -24083.292874363491 -6206.3233214287429 97141.319068350771 -71350.694578313254 124998.2768060065 -9057.1439941406261 41636.092547254942 -9423.1823883671805 -82346.000778696907 -87742.906147693458 66728.772887531974
leaf_weight=2547999 15583 358 1475969 99 28676 100 28 45 109 106 486 280 274 77 58 77 259 135 109 224 409 227 83 77 32 329 1141 153 21 281
leaf_count=2547999 15583 358 1475969 99 28676 100 28 45 109 106 486 280 274 77 58 77 259 135 109 224 409 227 83 77 32 329 1141 153 21 281
internal_value=0 -46.5403 -67.1612 -1874.04 -3003.15 -33213 -5148.39 -39050.7 -95433.3 43096.2 5282.09 28181.2 48248.1 -1602.32 -13007.5 -667.158 -39145.7 6954.41 -75620.1 19325.1 28656.7 51182.7 -33082.8 66316.1 104251 64297.4 -13516.4 -50722.2 39982.5 55987.4
internal_weight=0 1.5258e+06 1.51022e+06 34253 29585 909 547 371 220 151 4668 1079 721 3589 2323 1578 745 415 362 1266 1042 633 111 176 306 556 1199 253 379 302
internal_count=4073804 1525805 1510222 34253 29585 909 547 371 220 151 4668 1079 721 3589 2323 1578 745 415 362 1266 1042 633 111 176 306 556 1199 253 379 302
is_linear=0
shrinkage=0.1


Tree=3355
num_leaves=31
num_cat=0
split_feature=0 6 5 2 3 6 1 6 7 1 6 4 3 3 1 6 3 1 6 3 4 1 5 7 4 6 4 6 6 3
split_gain=5.58435e+11 4.98084e+12 1.18965e+13 2.21898e+13 1.15674e+13 1.15645e+13 5.57581e+13 1.19029e+13 1.78292e+13 1.57328e+13 1.15122e+13 4.70068e+13 2.30357e+13 2.13096e+13 1.73568e+13 1.56764e+13 1.55799e+13 1.45575e+13 1.3716e+13 1.18367e+13 1.04598e+13 9.82037e+12 1.15259e+13 9.71352e+12 2.49283e+13 1.34903e+13 1.1071e+13 1.99505e+13 1.34289e+13 9.30151e+12
threshold=43.472751400000007 46.010000000000012 1.5000000000000002 3999.0000000000005 1.5000000000000002 47.420000000000009 40.965343750000009 47.805000000000007 6.0000000000000009 44.064675150000006 43.405000000000008 5.5000000000000009 3.5000000000000004 5.5000000000000009 39.908802000000009 45.605000000000011 6.5000000000000009 45.126607350000008 45.605000000000011 7.5000000000000009 11.500000000000002 47.386825600000002 2.5000000000000004 6.0000000000000009 7.5000000000000009 39.995000000000012 7.5000000000000009 42.605000000000011 39.355000000000011 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 -1 6 -3 8 9 -7 13 12 18 23 -15 17 -16 -14 -12 -13 -18 -5 -23 26 25 -25 27 28 -4 -29
right_child=-2 5 3 21 -6 7 -8 -9 -10 -11 11 19 15 14 16 -17 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=7792.835247444973 4.0116897436049248 -62387.122656250001 34317.739429230387 -8051.3114995020096 -2020.1064032969873 141407.27656250002 1027.3774194049836 -757.29131160929285 -37093.438232421875 26905.354915364584 -8565.7689073611527 -26319.511373873876 129273.81035156251 142144.85451766304 110260.7869375 224.20987025669643 50932.767578125 41620.34506293403 48753.942220052086 -91630.212444573481 -34780.66427815755 8739.1544264104286 -34063.657397825329 -15025.007447916669 64862.620718749997 -121052.86625000002 -7759.9675514914779 43863.658711201439 1139.3722079396803 118122.70750850555
leaf_weight=1424 4026531 177 282 880 7680 20 640 33981 21 30 156 111 40 23 25 28 35 36 57 37 24 1031 67 30 25 20 110 37 215 31
leaf_count=1424 4026531 177 282 880 7680 20 640 33981 21 30 156 111 40 23 25 28 35 36 57 37 24 1031 67 30 25 20 110 37 215 31
internal_value=0 -341.7 1379.31 6523.15 -485.217 -953.918 -12711.1 -671.83 40230.2 72706.1 16553.5 3884.93 25609.7 23427.4 65175.3 64188.1 44100.4 87753.7 6773.31 -42647.2 16066.3 -180.663 6127.33 17471.3 -16669.9 -57436.2 21264.8 26915.6 19964.9 77717
internal_weight=0 47273 12404 3300 9104 34869 817 34052 71 50 1322 465 317 857 107 104 84 76 213 148 59 1978 1098 750 75 50 675 565 497 68
internal_count=4073804 47273 12404 3300 9104 34869 817 34052 71 50 1322 465 317 857 107 104 84 76 213 148 59 1978 1098 750 75 50 675 565 497 68
is_linear=0
shrinkage=0.1


Tree=3356
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 6 6 0 5 1 4 0 2 1 6 6 0 4 1 1 7 0 6 6 6 1 6 6 6 2
split_gain=5.33797e+11 4.08966e+12 2.51542e+13 2.00578e+13 1.71887e+13 1.53927e+13 1.45032e+13 1.13271e+13 2.39139e+13 1.70512e+13 1.87386e+13 1.64393e+13 1.3954e+13 1.28881e+13 2.7134e+13 1.12686e+13 1.09606e+13 1.87446e+13 1.30273e+13 1.16877e+13 1.00636e+13 9.50941e+12 2.6846e+13 1.68342e+13 1.3079e+13 1.15904e+13 1.14667e+13 9.50189e+12 9.38487e+12 8.83687e+12
threshold=82.968544750000021 55.080855950000007 55.061158000000006 55.390026600000006 55.972700350000004 39.505000000000003 108.05000000000001 55.102137100000007 3.5000000000000004 86.020047450000007 9.5000000000000018 55.303261650000003 3658.0000000000005 82.971668900000012 59.815000000000005 73.41500000000002 55.660117850000006 5.5000000000000009 86.020047450000007 86.169282750000022 6.0000000000000009 55.348830750000012 97.020000000000024 103.03500000000001 138.05000000000004 86.169282750000022 73.41500000000002 75.605000000000004 35.995000000000012 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 16 8 13 11 12 -9 20 14 -7 -4 18 19 -5 -18 -11 25 -23 -24 -25 26 -12 -16 -21 -6
right_child=1 3 15 4 29 7 -8 9 -10 10 21 -13 -14 -15 27 -17 17 -19 -20 28 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=14.924135207166863 -127.45008353222177 -1242.5096160969208 -4218.6628416691219 -10457.11738851412 -9162.250577448347 10441.695981371535 -56889.275598835491 -231.72594055613956 -10517.156589411956 10270.750944326712 -3333.2563442145638 -31046.356288096671 -39505.652646821123 11567.542640604292 48017.861603655139 -14373.087456990799 8361.3164961659531 -33344.993244077625 784.89693415355703 5728.5264990140113 -23987.213066855245 1023.9691901114917 138888.29964425226 7456.587346243351 104008.45642578125 9403.521672531655 -23420.968681015991 102475.65764648438 -15604.218484395955 368.26000262321645
leaf_weight=3481938 478100 5305 5112 1382 985 273 53 3552 389 5966 947 182 58 1232 161 1390 399 310 4056 259 87 518 21 47 20 435 406 40 1012 79169
leaf_count=3481938 478100 5305 5112 1382 985 273 53 3552 389 5966 947 182 58 1232 161 1390 399 310 4056 259 87 518 21 47 20 435 406 40 1012 79169
internal_value=0 -87.7985 -211.469 470.926 -176.456 3359.4 -4764.01 5062.56 11857.1 3899.52 6372.7 -1733.67 9310.6 16958.8 30971.5 -6389.48 -4391.58 -10761.9 -2072.12 -6569.83 9778.36 -1126.68 9699.17 60764.6 36278 -4795.85 -9361.05 58855.2 -11257.1 251.141
internal_weight=0 591866 484602 107264 87625 19639 7471 14334 2095 12239 8505 3734 6111 1706 474 6502 7418 1980 5438 1670 6053 2394 606 88 67 1788 1353 201 1271 80154
internal_count=4073804 591866 484602 107264 87625 19639 7471 14334 2095 12239 8505 3734 6111 1706 474 6502 7418 1980 5438 1670 6053 2394 606 88 67 1788 1353 201 1271 80154
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=31
num_cat=0
split_feature=1 4 1 5 4 6 6 1 6 4 6 4 0 6 0 7 6 4 1 0 0 4 6 3 6 1 0 6 0 4
split_gain=5.27864e+11 9.41166e+12 1.368e+13 2.39235e+13 7.02157e+13 6.60661e+13 8.9801e+13 6.01843e+13 6.30953e+13 5.90384e+13 5.82335e+13 5.53936e+13 5.42883e+13 4.98881e+13 4.74503e+13 1.49488e+14 6.35338e+13 5.2338e+13 4.31398e+13 4.57756e+13 3.9819e+13 1.22734e+14 3.91368e+13 3.88191e+13 3.80312e+13 1.37212e+14 1.09377e+14 1.21811e+14 9.97932e+13 9.97234e+13
threshold=30.315889700000003 21.500000000000004 30.260128500000004 2.5000000000000004 6.5000000000000009 58.605000000000011 84.810000000000016 30.277905650000005 87.395000000000024 9.5000000000000018 66.010000000000005 7.5000000000000009 60.042359000000012 54.010000000000012 59.939085000000013 6.0000000000000009 84.00500000000001 8.5000000000000018 30.277905650000005 59.950512650000007 59.933037250000005 7.5000000000000009 100.05000000000001 5.5000000000000009 68.00500000000001 30.303340300000002 59.950512650000007 70.00500000000001 59.91832440000001 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 24 5 -5 18 11 9 14 13 22 -8 -11 16 -16 20 -18 -7 -20 -9 -22 -6 -21 -4 26 -26 -28 -27 -30
right_child=-2 -3 3 4 7 6 12 8 -10 10 -12 -13 -14 -15 15 -17 17 -19 19 23 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=123.91414485452543 7.9918464098500044 1413.9754959494117 -1750.9609963990345 -18148.924626953125 -79359.618601114256 3093.0779763161599 -6907.7445877018854 -16475.464558351505 -3935.3336540284399 -39194.301642637765 -24125.394973318718 9457.8116970151805 75332.907633659648 32691.691792151847 -39672.305855939863 209925.49449218751 -93045.282369109133 -294721.32897727273 49686.767687742918 18284.478840942385 126883.37322443182 -128236.49720939869 40598.168783482142 -109076.54925 -35922.214472795924 -4179.794319466665 67476.846993679472 -3900.2596085635105 -7402.0869906038852 63119.77496161934
leaf_weight=112679 3882433 31626 29133 1175 122 666 2437 129 2452 131 2176 1704 83 367 597 25 31 22 796 560 22 132 35 25 839 564 288 1408 259 888
leaf_count=112679 3882433 31626 29133 1175 122 666 2437 129 2452 131 2176 1704 83 367 597 25 31 22 796 560 22 132 35 25 839 564 288 1408 259 888
internal_value=0 -162.134 -474.169 -1906.02 -5426.82 2998.35 8439.13 -11515.8 -16329.5 -24696.9 -17065.6 4220.94 -4199.02 13781.9 -45997.5 -29640.2 -76278 -176760 23997.6 34079 -57459.8 -91790.8 -52617.4 12841.7 -462.324 8379.38 -6389.34 8220.38 30260.6 47195.5
internal_weight=0 191371 159745 47066 13687 5742 4567 7945 6084 3632 2674 1861 2520 498 958 622 336 53 2047 1381 283 154 157 585 33379 4246 2535 1696 1711 1147
internal_count=4073804 191371 159745 47066 13687 5742 4567 7945 6084 3632 2674 1861 2520 498 958 622 336 53 2047 1381 283 154 157 585 33379 4246 2535 1696 1711 1147
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=31
num_cat=0
split_feature=4 7 4 1 1 1 6 0 6 6 1 6 1 5 0 3 1 3 6 2 0 0 6 0 1 5 1 6 0 6
split_gain=6.13556e+11 3.83881e+12 2.00086e+13 3.41261e+13 4.46704e+13 7.39764e+13 5.73443e+13 5.0384e+13 3.38725e+13 3.53309e+13 2.94689e+13 3.23658e+13 9.14781e+13 5.02872e+13 8.27141e+13 2.78674e+13 2.62545e+13 4.48442e+13 2.65143e+13 2.53962e+13 3.71758e+13 1.11469e+14 8.95813e+13 7.30954e+13 5.89832e+13 4.6004e+13 3.84868e+13 3.27279e+13 3.11521e+13 3.0257e+13
threshold=19.500000000000004 6.0000000000000009 20.500000000000004 30.226173900000003 37.425454150000007 37.503969450000007 74.615000000000009 55.783232450000007 55.015000000000008 63.140000000000008 37.401708450000008 71.030000000000015 30.425503950000003 2.5000000000000004 59.982409200000006 6.5000000000000009 37.343102500000008 5.5000000000000009 85.020000000000024 2691.5000000000005 55.721784200000009 55.768246800000007 56.805000000000007 55.850146250000009 37.543519500000009 2.5000000000000004 37.600779750000008 58.995000000000012 55.710673100000008 63.140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 10 -6 -9 15 11 -5 13 14 -13 -10 17 -8 -18 20 28 22 24 26 -22 -24 29 -27 -7 -23
right_child=1 2 -4 4 5 19 16 8 9 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 21 23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=14.090224757210294 -468.96368259551258 16042.066947854313 364.90150320982059 -9013.9082092341687 83406.129140559467 -17453.868599105634 -96823.735439560434 -9964.454590955831 26082.936219618059 12628.856962607564 -44205.456906803098 323178.729609375 -65623.405694806133 18389.954067993163 63939.109912109379 140538.44954927886 -154273.47674418605 -12470.599595560214 -19299.055113636365 -144.87118603405469 -20658.001443362984 -90958.056316535032 83821.180993294824 195.03309683512305 34866.187479215056 -75268.679721174572 -21064.032832428231 35980.562103027347 -100750.60571501359 -34051.513938395183
leaf_weight=3599339 181071 941 269063 3239 149 1875 91 236 36 138 226 20 54 44 32 52 43 205 22 13277 541 182 239 1211 296 29 615 300 46 192
leaf_count=3599339 181071 941 269063 3239 149 1875 91 236 36 138 226 20 54 44 32 52 43 205 22 13277 541 182 239 1211 296 29 615 300 46 192
internal_value=0 -106.89 116.568 -2629.62 -3380.8 -1403.1 -13037.5 32840.7 16532.8 44202.5 -9242.42 -6910.87 38500.8 97070.7 163647 93715.7 -51040.9 -38403.5 -108590 -2515.84 -8212.44 -2225.08 19778.7 -16277.5 -1022.21 50430.7 -36447.6 26174.4 -19448.5 -61744
internal_weight=0 474465 293394 24331 23390 19414 3976 611 462 226 3615 3389 150 96 52 88 361 296 65 18803 5526 3605 1405 2200 837 568 989 329 1921 374
internal_count=4073804 474465 293394 24331 23390 19414 3976 611 462 226 3615 3389 150 96 52 88 361 296 65 18803 5526 3605 1405 2200 837 568 989 329 1921 374
is_linear=0
shrinkage=0.1


Tree=3359
num_leaves=31
num_cat=0
split_feature=4 3 6 1 2 4 2 1 0 6 6 1 0 1 6 1 1 1 1 0 0 0 6 6 3 0 6 0 3 0
split_gain=6.21287e+11 5.7526e+12 1.89542e+13 1.72611e+13 2.09864e+13 1.97533e+13 1.07523e+13 1.06284e+13 9.52903e+12 9.60447e+12 4.11208e+13 9.32383e+12 9.2195e+12 8.16957e+12 1.47122e+13 9.75525e+12 1.00772e+13 6.49894e+12 1.53604e+13 2.28246e+13 5.96263e+13 5.45026e+13 2.85665e+13 2.23574e+13 1.50574e+13 1.29376e+13 9.56315e+12 9.4343e+12 9.05204e+12 8.98275e+12
threshold=24.500000000000004 1.5000000000000002 49.485000000000007 30.226173900000003 2911.0000000000005 26.500000000000004 2828.5000000000005 37.804148700000006 55.539595350000006 80.720000000000013 71.715000000000018 37.71815560000001 55.834019500000004 37.442254400000003 52.610000000000007 30.260128500000004 30.438492500000006 30.242318500000007 30.260128500000004 59.990753350000013 60.01610465000001 59.856552950000008 75.010000000000005 50.995000000000012 18.500000000000004 59.864072000000007 63.855000000000011 60.028671700000011 14.500000000000002 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 13 -7 -9 14 -10 -16 -17 25 19 21 22 26 28 -23 27 29 -19 -22 -21 -3
right_child=1 17 3 4 -6 11 -8 12 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 24 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4867409973177157 -4191.4074591979979 3737.5201185657133 -59664.524550189395 -19114.470885416667 2372.5706580259557 -46051.17090992647 90706.558952840176 16657.939404296874 61451.832988522379 6859.9092025162336 147278.13081597222 19889.36838824298 -54218.343424479164 61849.638545496324 70816.193563179346 -36477.195072345341 18361.207553618809 -10786.874820223722 -199.72528238448371 9102.031850961539 -11568.764876252251 -69851.886242378052 174525.47083333333 -196735.30178571431 -19331.441722482617 5535.2335065217594 84756.12746093751 1869.4809113967692 77681.555340254941 -16128.311716205899
leaf_weight=3846796 1400 403 33 30 802 51 30 78 81 77 36 37 24 85 23 49 106 22 215575 39 888 41 21 21 857 4349 20 1269 38 523
leaf_count=3846796 1400 403 33 30 802 51 30 78 81 77 36 37 24 85 23 49 106 22 215575 39 888 41 21 21 857 4349 20 1269 38 523
internal_value=0 -160.759 4232.41 11880.5 13445.1 26005.5 32307.9 29333.4 35481.1 39065 45590.8 -18326.2 -18.833 34949.1 26120.8 10043.1 1025.2 -218.442 -302.065 -7162.12 -5622.05 -53245.7 71142 -112829 -8118.03 3250.02 34709.8 -3662.81 42946.5 -7482.6
internal_weight=0 227008 2942 1542 1509 707 619 589 487 457 380 88 102 344 259 178 155 224066 218791 3216 3112 104 98 62 3014 5275 42 2157 77 926
internal_count=4073804 227008 2942 1542 1509 707 619 589 487 457 380 88 102 344 259 178 155 224066 218791 3216 3112 104 98 62 3014 5275 42 2157 77 926
is_linear=0
shrinkage=0.1


Tree=3360
num_leaves=31
num_cat=0
split_feature=1 1 0 7 6 4 7 0 5 3 4 0 4 6 4 0 1 0 6 5 6 6 0 3 0 4 0 3 4 6
split_gain=5.59741e+11 5.08884e+12 1.5724e+13 7.3647e+13 6.89802e+13 6.74134e+13 4.32168e+13 1.13128e+14 5.79393e+13 4.31573e+13 4.00103e+13 6.61298e+13 5.17576e+13 3.91843e+13 4.12191e+13 5.14069e+13 4.9576e+13 4.64248e+13 6.93536e+13 4.43787e+13 5.70487e+13 6.8961e+13 4.31246e+13 5.36886e+13 5.17421e+13 3.96309e+13 6.03385e+13 5.09832e+13 3.85877e+13 3.75157e+13
threshold=30.226173900000003 30.260128500000004 59.950512650000007 6.0000000000000009 67.445000000000007 13.500000000000002 6.0000000000000009 59.963561900000009 1.5000000000000002 10.500000000000002 19.500000000000004 59.91832440000001 11.500000000000002 103.03500000000001 10.500000000000002 59.990753350000013 30.242318500000007 59.963561900000009 85.020000000000024 2.5000000000000004 61.025000000000006 52.330000000000005 59.963561900000009 2.5000000000000004 60.028671700000011 12.500000000000002 60.034792100000011 10.500000000000002 24.500000000000004 38.605000000000011
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 3 4 -2 9 7 8 28 -6 11 -5 -13 14 22 16 -16 -18 19 20 21 -19 -8 24 -24 26 27 -17 -4 -9
right_child=1 -3 6 10 5 -7 13 29 -10 -11 -12 12 -14 -15 15 25 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-231.18190915895434 3374.507012360084 -4.2074013500038445 5616.3759960186298 -51538.715687294614 19143.378086825378 61759.789359314404 50566.652051798505 10345.019655849193 -54167.069389603443 -77534.452832031253 16706.055437360494 -10787.384743194925 97522.879683514038 -39388.348687026082 101824.54449084052 8176.4106326557321 -4951.6273720600357 -48142.388375584611 115637.49421875 -204288.8885 89036.793750000012 -190845.47181618432 -219399.24417968752 22250.456640418102 -15559.9345703125 2224.8074005859144 102936.27902343751 58709.969323031386 -120988.32379807693 -4393.3253265085978
leaf_weight=102107 4659 3940012 325 504 1214 419 384 2177 651 48 280 443 49 204 29 1657 291 147 20 25 22 44 20 177 33 9173 80 227 26 8357
leaf_count=102107 4659 3940012 325 504 1214 419 384 2177 651 48 280 443 49 204 29 1657 291 147 20 25 22 44 20 177 33 9173 80 227 26 8357
internal_value=0 5.94338 1268.19 5228.41 9640 27005.2 15.0783 -4401.62 -36510.1 15466.2 -16691.2 -26080 -0.386863 4080.43 4799.67 3475.95 -25601.7 -32332.8 -63216.3 -78246 -63452.2 -81016.4 30056.1 -4187.53 -92480.4 4985.05 17877 14265.1 -3761.75 -1347.44
internal_weight=0 3.9717e+06 31685 7616 6340 1681 24069 11536 1002 1262 1276 996 492 12533 12329 11715 578 549 258 238 213 191 614 230 53 11137 1964 1884 351 10534
internal_count=4073804 3971697 31685 7616 6340 1681 24069 11536 1002 1262 1276 996 492 12533 12329 11715 578 549 258 238 213 191 614 230 53 11137 1964 1884 351 10534
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=31
num_cat=0
split_feature=6 5 0 3 6 2 0 2 1 1 4 4 3 4 7 0 3 6 6 3 1 6 6 7 1 3 1 1 6 0
split_gain=5.23952e+11 1.14517e+13 2.13635e+13 2.48015e+13 4.04471e+13 2.74057e+13 6.97425e+13 2.13879e+13 2.50675e+13 2.80776e+13 2.23751e+13 3.17113e+13 4.44148e+13 4.20306e+13 5.35481e+13 2.65508e+13 2.84326e+13 2.89985e+13 2.70493e+13 2.23698e+13 4.1138e+13 2.37578e+13 4.88027e+13 6.22392e+13 3.90828e+13 3.40853e+13 3.14531e+13 2.87872e+13 2.97742e+13 2.87188e+13
threshold=71.030000000000015 2.5000000000000004 45.067157700000003 1.5000000000000002 89.00500000000001 2882.5000000000005 43.6005307 9613.5000000000018 37.780517050000007 37.318079750000003 5.5000000000000009 14.500000000000002 5.5000000000000009 13.500000000000002 6.0000000000000009 44.739668300000005 4.5000000000000009 75.605000000000004 91.02500000000002 6.5000000000000009 39.008519500000006 84.810000000000016 82.00500000000001 6.0000000000000009 38.927872750000006 3.5000000000000004 38.989878900000008 38.977585500000011 86.030000000000015 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -5 13 -13 15 -15 16 -12 -18 -17 20 21 22 -10 -24 25 -23 27 28 -26 -28
right_child=1 -3 -4 7 5 -7 -8 -9 19 -11 11 12 -14 14 -16 18 17 -19 -20 -21 -22 24 23 -25 26 -27 29 -29 -30 -31
leaf_value=-15.622033786048915 -18763.43446997978 275.47140189129794 -1568.1518271547807 -30731.250369847079 184476.41811995968 -8701.0912217039495 18266.626092170267 -9124.1404822230979 17642.31966994836 -13439.859056739362 150098.14441964286 -113568.67615831165 20444.676701567445 239286.53465909092 43246.529589843754 18991.595395992368 120537.18453124999 -32062.539464962123 -82307.919010416663 1220.111241025262 3145.9453092684962 -62880.944036645691 46713.863540581602 206982.48794642859 -25963.473488898027 5215.6036693083943 -65266.92001755174 136022.30711263019 37380.158671529316 48115.342980957037
leaf_weight=3424081 1236 536231 88028 94 31 161 136 1480 2231 1627 28 36 79 22 38 131 20 33 33 10663 6318 139 180 28 95 156 74 24 339 32
leaf_count=3424081 1236 536231 88028 94 31 161 136 1480 2231 1627 28 36 79 22 38 131 20 33 33 10663 6318 139 180 28 95 156 74 24 339 32
internal_value=0 82.3291 -830.236 1720.71 -10479.2 20738.3 49119.9 2519.06 3287.66 -7003.22 13371.1 23241.7 -21507.3 40114.2 115128 21743.5 68585.5 25522.3 -1391.84 4374.14 7871.58 16924.5 21961.5 68288.5 2622.82 -26870.6 18049.3 29410.2 23514.6 -31038.3
internal_weight=0 649723 113492 25464 1564 328 167 23900 22420 2141 514 420 115 305 60 245 81 53 164 20279 9616 3298 2439 208 859 295 564 458 434 106
internal_count=4073804 649723 113492 25464 1564 328 167 23900 22420 2141 514 420 115 305 60 245 81 53 164 20279 9616 3298 2439 208 859 295 564 458 434 106
is_linear=0
shrinkage=0.1


Tree=3362
num_leaves=31
num_cat=0
split_feature=2 2 2 6 4 4 6 6 0 0 6 3 1 0 4 0 4 7 6 5 0 6 0 0 6 5 6 4 0 6
split_gain=5.59093e+11 1.51557e+12 6.2246e+12 8.67915e+12 6.72868e+12 9.51869e+12 8.97664e+12 6.2755e+12 5.32866e+12 1.05815e+13 5.62188e+12 5.14567e+12 5.34758e+12 1.05154e+13 7.27558e+12 9.80953e+12 7.02371e+12 6.7622e+12 5.68244e+12 1.07317e+13 5.20699e+12 5.01351e+12 4.97833e+12 2.97174e+13 1.07899e+13 1.13386e+13 1.0552e+13 9.28082e+12 1.12919e+13 8.74775e+12
threshold=11703.500000000002 10876.500000000002 10180.500000000002 75.605000000000004 14.500000000000002 12.500000000000002 78.010000000000005 108.05000000000001 44.685196900000008 44.601833250000006 80.030000000000015 12.500000000000002 118.02765200000002 56.638205000000006 3.5000000000000004 45.00849250000001 4.5000000000000009 6.0000000000000009 86.920000000000016 3.5000000000000004 44.990874950000006 38.205000000000005 58.08467765000001 56.83050475000001 55.015000000000008 2.5000000000000004 70.50500000000001 3.5000000000000004 60.753246850000004 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=1 2 -1 21 5 -5 -6 -8 9 -3 -11 12 14 16 -10 17 -14 -16 19 -17 -19 -4 23 24 -15 29 -27 28 -24 -26
right_child=-2 8 3 4 6 -7 7 -9 11 10 -12 -13 13 22 15 18 -18 20 -20 -21 -22 -23 27 -25 25 26 -28 -29 -30 -31
leaf_value=-2.3147116822620668 617.41493081986482 -8388.7282765942946 -5537.3788464659301 18318.266607136553 50773.829268973219 85816.729243607959 -2043.6177442550661 -57766.71448567709 4102.9891061249427 19978.192005950928 -33103.191376023067 -28770.528235394027 -2205.4619741586539 7018.290375871311 -4083.6701745716441 -8851.6027956857888 -71250.52804744945 16457.842729588559 -44513.748637251425 59731.29590692935 -6862.1494827270508 4337.2194782961333 14118.987268446181 -52310.745834876754 -5004.733278638264 12366.763697537865 -9449.9032928347588 4998.8309948722963 -11190.744242615197 -33061.975706840189
leaf_weight=4042576 14614 258 683 415 28 22 128 24 944 400 21 69 26 1067 825 2851 34 380 44 23 128 2080 225 116 215 391 512 3661 814 230
leaf_count=4042576 14614 258 683 415 28 22 128 24 944 400 21 69 26 1067 825 2851 34 380 44 23 128 2080 225 116 215 391 512 3661 814 230
internal_value=0 -2.22283 1.27182 4290.86 15014.2 21716.4 -1257.32 -10842 -1070.62 7557.91 17330.4 -1537.27 -1386.77 360.118 -3838.48 -5602 -41331 1505.32 -8848.77 -8302.75 10581.9 1896.27 706.054 -2869.52 -494.701 -6441.56 -3.26233 2631.54 -5709.81 -19506.2
internal_weight=0 4.05919e+06 4.04596e+06 3380 617 437 180 152 13234 679 421 12555 12486 7291 5195 4251 60 1333 2918 2874 508 2763 7231 2531 2415 1348 903 4700 1039 445
internal_count=4073804 4059190 4045956 3380 617 437 180 152 13234 679 421 12555 12486 7291 5195 4251 60 1333 2918 2874 508 2763 7231 2531 2415 1348 903 4700 1039 445
is_linear=0
shrinkage=0.1


Tree=3363
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 4 5 1 3 0 0 6 4 0 0 4 0 6 5 4 6 1 0 6 6 6 6 6 3 0
split_gain=5.59568e+11 3.70509e+12 1.15417e+13 3.85873e+13 4.99453e+13 4.61696e+13 4.16573e+13 4.3147e+13 3.41324e+13 3.5609e+13 2.90065e+13 2.34873e+13 1.89429e+13 1.79747e+13 1.72158e+13 7.58782e+13 4.44762e+13 2.16085e+13 1.93317e+13 3.75224e+13 3.77882e+13 3.59173e+13 5.23571e+13 7.26777e+13 5.384e+13 9.96314e+13 5.25885e+13 6.4814e+13 9.44599e+13 3.55845e+13
threshold=87.395000000000024 38.166910000000009 38.948208550000011 14.500000000000002 55.840017500000009 9.5000000000000018 3.5000000000000004 38.430814800000007 2.5000000000000004 45.036141150000006 55.775215600000003 106.49500000000002 2.5000000000000004 55.801384500000005 45.036141150000006 19.500000000000004 45.029425500000009 92.02500000000002 2.5000000000000004 19.500000000000004 95.045000000000016 38.927872750000006 45.059854000000009 125.02000000000002 94.02500000000002 97.020000000000024 92.02500000000002 101.02000000000002 13.500000000000002 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -5 14 -11 -3 -12 15 16 -10 -17 19 20 -16 29 23 26 -24 -26 -23 28 -28 -20
right_child=1 2 -4 8 5 6 -8 -9 10 11 13 -13 -14 -15 18 17 -18 -19 21 -21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=9.2913741514577932 425.6710753713121 11362.61233710281 -255.41283852306469 -61604.100008877846 2876.6664943075589 207936.53593750001 -44815.539634486609 55059.844840494792 113664.65239138721 111512.77666558161 -115033.08287984913 15156.594471153847 -17992.415209799816 -23435.077129382626 44546.70389672256 -35468.610564030831 -13896.261104230185 -136274.4232265625 42205.237095094126 10005.53647090091 207006.19709694604 -181929.41930803572 138322.99927300349 49809.999032660591 -173472.59444444446 31818.128476048518 -24804.357570684526 -67352.052004848068 200147.86980794271 529.04298318119379
leaf_weight=3832905 76756 238 158335 22 351 30 21 48 41 72 29 39 2879 82 41 37 82 50 362 158 22 28 36 90 27 190 84 253 24 472
leaf_count=3832905 76756 238 158335 22 351 30 21 48 41 72 29 39 2879 82 41 37 82 50 362 158 22 28 36 90 27 190 84 253 24 472
internal_value=0 -147.834 -416.014 -4794.25 -11254.9 19887.9 80200.4 113859 5489.22 54622.1 2389.28 77657.9 -15751 -47366.1 5154.85 -21930 28624 -93403 8337.73 36024.6 101279 4430.46 -11734.8 -31171.6 25064.5 6275.04 -49907.7 -39667.8 25185 18618.7
internal_weight=0 240899 164143 5808 3567 450 99 78 2241 133 2108 111 3117 111 1997 210 123 87 1787 221 63 1566 732 479 253 217 389 361 108 834
internal_count=4073804 240899 164143 5808 3567 450 99 78 2241 133 2108 111 3117 111 1997 210 123 87 1787 221 63 1566 732 479 253 217 389 361 108 834
is_linear=0
shrinkage=0.1


Tree=3364
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 6 4 4 6 1 7 1 4 4 1 1 1 1 6 5 3 6 1 6 3 1 3 4 3
split_gain=5.45242e+11 5.38115e+12 3.23913e+13 3.99607e+13 4.24922e+13 3.75266e+13 3.70389e+13 3.88169e+13 5.82122e+13 3.50315e+13 3.09369e+13 2.39401e+13 2.32692e+13 1.9716e+13 1.93291e+13 5.85911e+13 1.95326e+13 1.90718e+13 1.92109e+13 1.86731e+13 2.70641e+13 2.04902e+13 1.85352e+13 4.34591e+13 2.2745e+13 1.78303e+13 2.48388e+13 1.70303e+13 1.67909e+13 1.46118e+13
threshold=44.895258050000002 45.001720900000002 37.343102500000008 39.069277450000008 11.500000000000002 37.234509300000006 54.710000000000008 13.500000000000002 14.500000000000002 39.005000000000003 39.366401150000009 6.0000000000000009 39.079932600000006 8.5000000000000018 11.500000000000002 39.044653900000007 38.989878900000008 40.965343750000009 41.966773150000002 118.04500000000002 2.5000000000000004 3.5000000000000004 71.715000000000018 37.331232350000008 105.00500000000001 2.5000000000000004 38.893394150000006 3.5000000000000004 18.500000000000004 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 5 9 10 -2 -7 13 -9 -4 -5 17 -6 22 25 16 28 -12 -19 20 27 -22 -8 -24 -25 -11 -27 -15 29 -16
right_child=1 -3 3 4 12 6 7 8 -10 14 11 -13 -14 19 15 -17 -18 18 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-157.52550647203464 -7396.8257502057795 -2.4093600612044601 3577.5917548452294 27691.059412552262 1993.489906480534 6230.7584000947463 24626.926576157999 188852.47881944446 17387.895055042616 -5901.2022107661069 -29544.54992336248 37537.959202800812 -8992.1037902628905 -6443.0239499792588 2577.1197610037671 -12477.916109979105 50239.720755208342 7111.4687431658303 -67251.758258928574 -56782.81424851191 163869.12259680708 60548.274572332972 31567.217905649039 -69963.455789071551 32652.857407407413 -24982.074418327782 -1516.1239081665437 38660.886092393244 -1798.8487577838021 35510.634345782579
leaf_weight=208484 1101 3832577 3641 839 7868 2416 387 36 44 2022 151 244 2554 113 224 2267 135 4679 35 21 23 116 130 108 27 1700 614 323 587 338
leaf_count=208484 1101 3832577 3641 839 7868 2416 387 36 44 2022 151 244 2554 113 224 2267 135 4679 35 21 23 116 130 108 27 1700 614 323 587 338
internal_value=0 8.49646 1285.03 -25.7095 3150.31 8832.37 13604.9 27020.5 94547 -4535.72 9894.35 6971.77 -698.624 22691.9 -8281.2 -2810.79 14257.2 5438.75 6559.34 35838.2 39220.9 77644.5 10674.7 -9700.71 -49440.2 -12761.2 -18755.6 26971.1 10029.5 22384.1
internal_weight=0 3.86532e+06 32743 27898 16370 4845 3744 1328 80 11528 5948 5109 10422 1248 7887 3551 1284 4865 4714 596 575 139 652 265 135 4336 2314 436 1149 562
internal_count=4073804 3865320 32743 27898 16370 4845 3744 1328 80 11528 5948 5109 10422 1248 7887 3551 1284 4865 4714 596 575 139 652 265 135 4336 2314 436 1149 562
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=31
num_cat=0
split_feature=6 0 2 7 0 4 0 0 4 0 1 0 1 5 2 1 1 1 2 0 0 4 0 4 1 0 0 4 7 3
split_gain=5.44475e+11 1.38046e+12 1.57389e+12 1.2892e+12 1.36734e+12 1.07151e+12 4.93761e+12 6.01102e+12 5.11724e+12 8.71726e+12 1.91914e+13 1.0138e+13 8.65092e+12 9.66713e+12 4.11002e+12 9.7115e+12 1.73831e+13 5.27084e+12 7.95709e+12 4.99265e+12 1.5997e+13 8.42018e+12 7.82759e+12 1.22771e+13 2.12132e+13 4.83802e+12 6.45015e+12 5.58201e+12 4.02708e+12 9.25142e+12
threshold=247.90000000000001 63.565651350000003 13505.500000000002 6.0000000000000009 43.051287600000009 9.5000000000000018 42.965693300000005 43.051287600000009 11.500000000000002 54.724612400000005 47.17130860000001 55.685785750000008 39.703507450000011 3.5000000000000004 9651.0000000000018 82.906746050000024 47.899251850000006 61.511492200000006 3658.0000000000005 53.310923100000004 55.972700350000004 2.5000000000000004 56.020150250000007 7.5000000000000009 65.574968200000015 55.055052800000006 60.064438250000002 3.5000000000000004 6.0000000000000009 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 -4 14 -7 -8 9 12 -11 -12 -9 -14 17 16 -16 28 -19 21 -21 -20 -22 24 -24 27 -27 -17 -2 -30
right_child=1 -3 3 -5 -6 6 7 8 -10 10 11 -13 13 -15 15 25 -18 18 19 20 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.0239049886834604 -2996.5839750467712 26268.50349564986 -11826.737187500001 37854.4690625 24707.983971005393 50110.180109197448 -48325.208831521741 -54452.333750000005 425.33237514239437 103903.61030745968 56547.395200376159 -22367.0536192359 -29971.456718750003 53606.548538306452 14348.942514038086 17922.056066176472 -110730.28135937499 -31360.023532196974 -43168.129045758928 96760.448333333334 -30123.853771551723 29102.509342876234 -40513.428555689105 81912.173906249998 82293.980965909097 67127.683437500003 -5713.0289188508068 -31953.076006155305 -7769.884421875001 45677.075606496714
leaf_weight=4070611 1341 22 20 20 21 22 23 25 967 31 27 41 25 31 20 34 25 33 28 30 29 38 39 30 22 20 31 66 75 57
leaf_count=4070611 1341 22 20 20 21 22 23 25 967 31 27 41 25 31 20 34 25 33 28 30 29 38 39 30 22 20 31 66 75 57
internal_value=0 1305.33 1132.14 17039.7 6886.17 820.122 3174.66 2292.11 3307.1 18788.6 38694.4 8966.62 -5540.64 16294.9 -643.176 -14364.2 -55139.5 918.566 14374.9 21362.1 31446.9 -1557.76 15118.5 29536.4 3777.77 -2212.6 22852 -14995.5 -1356.12 15309.5
internal_weight=0 3193 3171 61 41 3110 1192 1170 1147 180 99 68 81 56 1918 196 45 1722 249 216 150 66 120 91 61 151 51 100 1473 132
internal_count=4073804 3193 3171 61 41 3110 1192 1170 1147 180 99 68 81 56 1918 196 45 1722 249 216 150 66 120 91 61 151 51 100 1473 132
is_linear=0
shrinkage=0.1


Tree=3366
num_leaves=31
num_cat=0
split_feature=1 4 5 6 6 1 4 1 6 6 4 1 6 6 6 3 3 3 6 6 6 1 6 3 4 7 1 6 4 6
split_gain=5.20498e+11 7.55564e+12 1.27703e+13 2.21588e+13 4.93209e+13 3.38811e+13 3.37152e+13 3.10203e+13 3.15441e+13 2.77105e+13 2.62274e+13 3.42589e+13 2.39794e+13 2.12379e+13 2.05673e+13 2.02236e+13 2.75314e+13 1.83173e+13 1.7687e+13 5.18367e+13 2.85635e+13 3.36587e+13 4.45726e+13 6.53542e+13 3.32601e+13 3.05925e+13 3.52169e+13 2.83589e+13 3.65907e+13 2.47168e+13
threshold=30.315889700000003 21.500000000000004 2.5000000000000004 70.00500000000001 72.020000000000024 30.303340300000002 25.500000000000004 30.303340300000002 73.995000000000019 81.705000000000013 24.500000000000004 30.157841000000001 85.020000000000024 103.03500000000001 71.030000000000015 20.500000000000004 5.5000000000000009 9.5000000000000018 76.605000000000004 74.015000000000015 79.015000000000015 30.303340300000002 110.01500000000001 13.500000000000002 23.500000000000004 6.0000000000000009 30.157841000000001 71.030000000000015 22.500000000000004 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 10 11 -6 17 -11 -7 16 -13 -10 19 27 25 -22 24 -24 -23 -20 -27 28 -4 -28
right_child=-2 2 18 4 6 14 -8 8 12 13 -12 15 -14 -15 -16 -17 -18 -19 20 -21 21 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-440.57891908885887 7.9358858256159852 926.33080553213028 98703.405197704094 -37355.937308492292 5660.9346067994511 -68703.688616071435 -107903.72161458334 122572.53129882814 -44351.708909970243 39134.71849645544 4038.9379034072317 -24202.526316550928 78373.689029947913 -66821.849609375 -208660.54546130952 20202.479261363638 -112211.92026766264 24101.81345854824 12504.979458007814 42689.120532948 1177.5259057743428 74820.462645916603 -139757.43210720486 50788.810432942708 18872.903474525068 35060.848524983725 -44756.716693474271 -18209.630657672646 8706.4107057772362 -135241.65633680555
leaf_weight=159745 3882433 24895 49 154 91 21 30 32 63 135 191 54 48 22 21 22 104 103 160 463 3191 172 36 36 278 48 187 405 579 36
leaf_count=159745 3882433 24895 49 154 91 21 30 32 63 135 191 54 48 22 21 22 104 103 160 463 3191 172 36 36 278 48 187 405 579 36
internal_value=0 -160.999 1251.18 315.023 -13634.1 -59068.7 -3684.2 -69.6484 29969.9 -12007.8 -24341.9 -44344.6 16122.7 24287.3 -138682 -69625.1 -82132.8 -1877.54 5564.46 14884.8 2199.79 5028.39 28568.8 -44484.3 40257.3 -22168.2 -42639.4 2422.63 15728.5 -59364.2
internal_weight=0 191371 31626 25986 1091 196 895 865 246 619 462 271 214 157 42 180 158 166 5640 1496 4144 3713 522 72 450 431 271 1033 628 223
internal_count=4073804 191371 31626 25986 1091 196 895 865 246 619 462 271 214 157 42 180 158 166 5640 1496 4144 3713 522 72 450 431 271 1033 628 223
is_linear=0
shrinkage=0.1


Tree=3367
num_leaves=31
num_cat=0
split_feature=4 0 4 5 1 1 5 6 1 1 5 6 3 3 7 0 6 1 1 0 0 6 3 0 6 1 6 4 0 6
split_gain=5.73408e+11 7.6401e+12 1.68388e+13 3.97612e+13 3.41986e+13 3.21242e+13 4.03661e+13 2.96712e+13 2.23857e+13 2.75251e+13 2.0387e+13 1.54122e+13 1.50831e+13 2.92715e+13 1.47709e+13 4.42224e+13 2.822e+13 2.24134e+13 4.5201e+13 4.66856e+13 2.46456e+13 3.12359e+13 2.44668e+13 4.99223e+13 4.58505e+13 3.46843e+13 2.69442e+13 2.28969e+13 2.21262e+13 2.19998e+13
threshold=21.500000000000004 45.022979600000006 22.500000000000004 3.5000000000000004 39.079932600000006 39.749243900000003 2.5000000000000004 56.010000000000012 39.105193450000009 39.723160900000003 1.5000000000000002 99.050000000000011 7.5000000000000009 14.500000000000002 6.0000000000000009 45.001720900000002 60.605000000000011 39.044653900000007 39.069277450000008 45.00849250000001 45.015054600000006 41.990000000000002 4.5000000000000009 44.249882500000005 67.91500000000002 39.723160900000003 48.025000000000013 24.500000000000004 43.6005307 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 -10 -9 -11 -7 -14 17 16 -16 -4 19 -19 21 -21 23 24 26 -26 -20 -22 -18 -30
right_child=1 -3 14 -5 5 12 8 10 9 11 -12 -13 13 -15 15 -17 28 18 22 20 27 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=12.427271259068423 -2952.3192461242679 -44.028026502945359 -16739.498535189909 -150979.33128906251 7404.8496699084981 -110469.88037500001 -1098.7321562499999 -110979.471875 201856.69463778409 18643.849023437502 -26979.244392950415 131972.91994047619 69258.6230638587 -78640.355322265634 7386.8984190061228 -7943.8538894159719 93212.596875000003 -21948.160479551374 72561.21295072115 -57166.426450892854 30494.37156186311 51770.350040486199 -9637.0952503419703 -8539.3813279416081 112774.13494318182 -46599.968055555561 217960.12946875003 -48514.302587090169 128194.63816964287 23240.864860175639
leaf_weight=3671018 800 392858 1088 20 365 25 25 30 22 28 783 21 23 32 1082 1422 60 198 26 28 92 439 2533 213 22 36 25 61 21 408
leaf_count=3671018 800 392858 1088 20 365 25 25 30 22 28 783 21 23 32 1082 1422 60 198 26 28 92 439 2533 213 22 36 25 61 21 408
internal_value=0 -113.263 -2852.94 -10630.8 -9327.61 12429.4 22580.5 -16624.9 80279.6 108934 -30078.9 67213.5 -46066.1 -16791.7 -672.262 4832.47 16397 -4132.81 -398.51 20326.3 33826.8 45238.8 -6336.47 19627.8 74670 13852.3 143835 -1005.82 36333.6 28378.5
internal_weight=0 402786 9928 2174 2154 541 461 1613 96 71 813 49 80 55 7754 2993 1571 4761 3673 818 620 467 2855 322 109 58 51 153 489 429
internal_count=4073804 402786 9928 2174 2154 541 461 1613 96 71 813 49 80 55 7754 2993 1571 4761 3673 818 620 467 2855 322 109 58 51 153 489 429
is_linear=0
shrinkage=0.1


Tree=3368
num_leaves=31
num_cat=0
split_feature=3 2 4 7 1 1 1 0 6 4 6 6 0 0 1 6 3 6 6 6 6 6 6 4 6 4 6 6 4 6
split_gain=5.25747e+11 5.67163e+12 2.12894e+13 1.9759e+13 4.81371e+13 1.07823e+14 1.00444e+14 5.31467e+13 5.15568e+13 2.96867e+13 2.82578e+13 5.99305e+13 2.63257e+13 6.79351e+13 3.79265e+13 2.79659e+13 2.54633e+13 2.46465e+13 2.32945e+13 4.94573e+13 4.84816e+13 5.29758e+13 3.98998e+13 2.79754e+13 2.26974e+13 3.29615e+13 2.15372e+13 6.24005e+13 3.4402e+13 5.62237e+13
threshold=7.5000000000000009 2865.5000000000005 11.500000000000002 6.0000000000000009 30.330566300000005 30.370944000000005 30.345769800000003 59.764576050000009 54.010000000000012 8.5000000000000018 55.015000000000008 80.030000000000015 59.856552950000008 59.939085000000013 30.509101000000005 62.375000000000007 9.5000000000000018 142.05000000000004 103.03500000000001 76.605000000000004 54.990000000000002 52.990000000000002 55.805000000000007 9.5000000000000018 89.00500000000001 9.5000000000000018 63.705000000000005 65.00500000000001 10.500000000000002 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=-1 2 3 -2 7 6 8 -5 -6 -10 -8 16 14 15 -7 -14 -12 -16 19 20 21 -9 -22 -21 25 -11 28 -28 -24 -30
right_child=1 -3 -4 4 5 12 10 18 9 24 11 -13 13 -15 17 -17 -18 -19 -20 23 22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-23.96801670252966 1050.3006159906506 -164.11652521307985 42.062469909948327 156767.33188657407 -42239.013312026516 -29036.607775082011 -50181.744593394891 19145.960555344594 -54872.794299316411 119144.48717097356 -215367.49901494567 -34471.021399739584 91154.141926125914 -50358.642689098015 5290.6178507064869 3042.5871691645407 -104749.31245888158 -92193.189768629818 -32346.558090367267 7591.672076822917 -90695.055787037039 120286.67035697655 33333.621308904316 64483.157938125754 -28513.744427083337 20915.257195536295 -134135.06845238095 -4538.9537046444339 -88402.886575704237 45607.440314592641
leaf_weight=2818986 67065 611787 561567 27 165 337 165 1264 32 65 46 60 136 66 10413 49 38 26 97 120 54 54 283 309 30 72 42 322 71 56
leaf_count=2818986 67065 611787 561567 27 165 337 165 1264 32 65 46 60 136 66 10413 49 38 26 97 120 54 54 283 309 30 72 42 322 71 56
internal_value=0 53.8449 261.216 1771.94 5133.03 2355.99 -36502.4 17171.3 -907.936 33361.5 -78432.5 -110803 4727.6 36742.5 3981.89 67816.5 -165326 5047.82 15760.8 17573 11376.5 23289.8 -7586.86 48569.5 50268.7 67520.4 -1788.62 -19492.4 13928.8 -29311.7
internal_weight=0 1.25482e+06 643031 81464 14399 11700 673 2699 364 199 309 144 11027 251 10776 185 84 10439 2672 2575 2146 1318 828 429 167 137 774 364 410 127
internal_count=4073804 1254818 643031 81464 14399 11700 673 2699 364 199 309 144 11027 251 10776 185 84 10439 2672 2575 2146 1318 828 429 167 137 774 364 410 127
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=31
num_cat=0
split_feature=2 0 1 3 5 6 2 4 3 5 4 0 1 6 1 1 1 1 0 0 4 6 6 4 0 6 4 1 1 4
split_gain=6.39366e+11 3.6812e+12 1.22209e+13 3.35514e+12 4.17332e+12 8.99954e+12 3.26485e+12 6.43908e+12 3.37896e+13 1.79128e+13 1.78301e+13 2.69875e+13 1.56191e+13 2.22299e+13 1.28189e+13 1.89543e+13 3.04875e+13 4.94401e+13 2.98173e+13 3.14272e+13 3.38328e+13 2.14695e+13 2.36239e+13 2.58889e+13 2.1371e+13 2.30117e+13 1.96025e+13 1.46576e+13 3.33102e+13 2.01449e+13
threshold=3338.0000000000005 61.686687400000004 65.593879100000024 1.5000000000000002 2.5000000000000004 54.990000000000002 4829.0000000000009 8.5000000000000018 6.5000000000000009 3.5000000000000004 7.5000000000000009 56.041614100000011 30.260128500000004 64.015000000000015 30.084656550000002 30.624707450000006 37.897576350000001 33.882313700000005 59.933037250000005 60.05226170000001 7.5000000000000009 35.705000000000005 89.00500000000001 4.5000000000000009 59.898927250000007 85.020000000000024 2.5000000000000004 30.410676000000006 30.315889700000003 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 -5 7 8 14 -10 -11 -12 13 -9 -2 27 17 18 24 20 21 -20 -23 -24 -17 -26 -21 28 -16 -29
right_child=6 2 3 4 -6 -7 -8 12 9 10 11 -13 -14 -15 15 16 -18 -19 19 26 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-31.868273612916017 -5286.9023153899252 27130.100232163917 476.60482747395838 -28891.653864933895 -10339.829091282896 -106455.67395833333 -15.488345048658434 3164.0467723525139 -15360.924590581071 96002.120382254478 -53463.893639823713 72693.651770833341 584.17996601085758 24797.803374514056 7262.9766335266168 -6867.437545669708 377.7226690980213 -44293.901498109699 -12696.735009678432 12122.466973876953 -43391.425563858698 21581.025352306675 42080.809051067074 -54304.439139951515 -24156.289506220928 -128133.07017045455 -35262.48037643174 26594.035661494047 -19794.582084363574 4893.7959190773572
leaf_weight=2406093 4433 53 30 52 38 21 1385880 1959 1894 28 39 30 187116 627 2354 1917 75621 342 280 124 115 1309 41 87 655 22 295 711 564 1074
leaf_count=2406093 4433 53 30 52 38 21 1385880 1959 1894 28 39 30 187116 627 2354 1917 75621 342 280 124 115 1309 41 87 655 22 295 711 564 1074
internal_value=0 -32.9789 -13807.5 -29195.4 -37214.9 -51204.6 47.5897 357.984 -328.866 -13214.4 28698.7 1387.21 690.852 8409.35 -43.6329 228.185 -130.988 -7547.45 -4953.59 3467.81 9118.61 12635.6 17571.6 -23431 -12261.4 -27535.2 -21239.3 6399.57 2033.21 13537.4
internal_weight=0 2.40629e+06 194 141 111 73 1.66752e+06 281637 91935 1991 97 69 189702 2586 89944 85511 80808 5187 4845 2251 1832 1717 1437 128 2594 677 419 4703 2918 1785
internal_count=4073804 2406287 194 141 111 73 1667517 281637 91935 1991 97 69 189702 2586 89944 85511 80808 5187 4845 2251 1832 1717 1437 128 2594 677 419 4703 2918 1785
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 4 7 7 0 6 4 4 3 0 0 6 1 3 6 6 6 6 4 6 3 6 6 6 3 6
split_gain=5.79673e+11 6.62362e+12 3.21352e+13 6.18917e+13 1.58259e+14 8.47839e+13 1.13299e+14 8.295e+13 8.31147e+13 1.3468e+14 7.53648e+13 1.03134e+14 1.98532e+14 1.60447e+14 7.46259e+13 7.20949e+13 6.92331e+13 6.85114e+13 5.76254e+13 5.72536e+13 5.65616e+13 5.47518e+13 5.06294e+13 4.57288e+13 4.09794e+13 3.87864e+13 3.81046e+13 3.60405e+13 3.52491e+13 3.15907e+13
threshold=30.315889700000003 59.91832440000001 59.898927250000007 8.5000000000000018 7.5000000000000009 6.5000000000000009 6.0000000000000009 6.0000000000000009 59.905532300000012 63.140000000000008 10.500000000000002 11.500000000000002 3.5000000000000004 59.905532300000012 59.905532300000012 79.710000000000022 30.303340300000002 2.5000000000000004 50.410000000000004 55.805000000000007 65.805000000000021 87.395000000000024 14.500000000000002 62.010000000000012 3.5000000000000004 142.05000000000004 73.00500000000001 65.805000000000021 4.5000000000000009 84.810000000000016
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 -1 4 5 6 25 8 9 18 -9 12 21 26 -6 17 -11 19 -5 -16 24 -12 -20 -13 -8 -4 27 -14 -24 -17
right_child=-2 -3 3 7 14 -7 20 10 -10 16 11 23 13 -15 15 29 -18 -19 22 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-268.34910755750519 8.3748570941445841 398.79450291667149 -7385.3951342495657 31933.48996888912 -62052.912075407607 -70169.182186083228 -19908.899322509766 -62094.049939944016 -20431.898168671541 92991.972934027785 -98974.613501908403 -21192.591615340734 103913.31735860021 -144343.89731445312 132652.59968750001 -26052.447112771741 -38820.742662942823 143736.08896243249 60328.859612596658 -92397.179447115399 231388.3552662037 20686.357646574801 81103.649218750012 -73944.465463994988 147374.21445312499 115569.38167067309 51598.986356476817 233683.35291466347 239587.45422092016 58736.485010976241
leaf_weight=86003 3882433 98929 1939 358 46 193 32 561 1114 45 131 404 121 32 20 69 348 162 97 26 27 54 23 277 27 26 124 26 36 121
leaf_count=86003 3882433 98929 1939 358 46 193 32 561 1114 45 131 404 121 32 20 69 348 162 97 26 27 54 23 277 27 26 124 26 36 121
internal_value=0 -169.905 -778.512 -7592.54 3988.99 -6804.2 -841.527 -15892 -2133.35 20341.4 -31964.9 -17506 17581.8 67421 58538.4 72476 -23727.7 113154 54036.2 5450.55 111506 -64046.5 104759 -42649.7 56644.4 -5758.51 92426.4 126866 177806 27944.7
internal_weight=0 191371 92442 6439 2688 2244 2051 3751 2021 907 1730 1169 488 303 444 398 393 208 514 46 86 185 156 681 59 1965 271 147 59 190
internal_count=4073804 191371 92442 6439 2688 2244 2051 3751 2021 907 1730 1169 488 303 444 398 393 208 514 46 86 185 156 681 59 1965 271 147 59 190
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=31
num_cat=0
split_feature=0 4 4 2 1 6 3 6 2 1 6 3 1 6 2 6 5 4 5 6 1 1 1 6 3 6 5 1 1 6
split_gain=5.27244e+11 5.11056e+12 3.96485e+13 2.5986e+13 5.38206e+13 3.85646e+13 6.61198e+13 1.70002e+13 2.06041e+13 1.33176e+13 1.43015e+13 1.28173e+13 1.00435e+13 9.80404e+12 3.89272e+13 4.41132e+13 3.67455e+13 2.43539e+13 2.49015e+13 2.06019e+13 2.00921e+13 6.59785e+13 1.99562e+13 1.89846e+13 1.78804e+13 1.47968e+13 1.18204e+13 1.03614e+13 9.33856e+12 2.21982e+13
threshold=43.472751400000007 7.5000000000000009 6.5000000000000009 3999.0000000000005 39.939672500000007 50.010000000000012 6.5000000000000009 134.05000000000004 13505.500000000002 39.908802000000009 45.305000000000007 3.5000000000000004 44.628646350000004 80.720000000000013 3999.0000000000005 103.03500000000001 3.5000000000000004 3.5000000000000004 3.5000000000000004 86.920000000000016 45.126607350000008 39.939672500000007 39.908802000000009 93.050000000000011 2.5000000000000004 247.90000000000001 2.5000000000000004 45.126607350000008 39.908802000000009 94.02500000000002
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 13 4 5 9 28 12 -9 10 -4 -6 -5 -1 15 16 23 22 20 -18 21 -19 -17 26 -25 -22 -15 -24 -7 -30
right_child=-2 -3 3 7 11 6 -8 8 -10 -11 -12 -13 -14 14 -16 17 19 18 -20 -21 25 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=756.05008925577306 3.8980452869305973 745.19786007245386 -53186.933896921648 40349.504006410258 -139993.50190548782 -124643.22789713542 73580.144404871317 80405.716631944451 -41580.920937499999 14583.603197309007 43173.415507812504 -69006.223011893657 -11214.86007563252 -11232.988785807293 -649.75876555515515 123612.68458806819 -74827.147578125005 -45458.777717391305 -86356.793427309778 48970.212664348328 -104398.78646875001 141520.9521484375 -23861.451160714289 -72881.150580658796 -172586.93216517859 3350.1358473557698 -77486.445988236359 54242.475000000006 -87508.967805673543 17535.895562500002
leaf_weight=18926 4026531 22800 67 39 41 36 34 45 20 242 20 67 1201 39 3083 22 20 46 46 41 25 32 35 37 35 26 87 33 103 25
leaf_count=18926 4026531 22800 67 39 41 36 34 45 20 242 20 67 1201 39 3083 22 20 46 46 41 25 32 35 37 35 26 87 33 103 25
internal_value=0 -332.02 -1335.6 -15053.2 -31644.8 -18465.4 -53335.6 -6979.91 42871.4 2520.29 -31035.1 -95955.1 -9593.08 -154.569 -4932.6 -30131.1 -59480 -1446.72 -23186.9 8380.91 -661.236 31250.9 40825.9 -80386.6 -121349 -49468 -56979.4 14041.9 -79647.5 -66992.4
internal_weight=0 47273 24473 1940 635 527 198 1305 65 329 87 108 1240 22533 3607 524 259 265 175 61 129 78 90 198 72 51 126 68 164 128
internal_count=4073804 47273 24473 1940 635 527 198 1305 65 329 87 108 1240 22533 3607 524 259 265 175 61 129 78 90 198 72 51 126 68 164 128
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=31
num_cat=0
split_feature=6 3 7 0 0 0 5 4 0 0 4 4 0 4 1 1 5 4 4 0 4 4 4 1 0 0 4 0 0 0
split_gain=4.99249e+11 9.54973e+12 2.73832e+13 3.18447e+13 1.81565e+13 5.67593e+13 2.05242e+13 2.70029e+13 2.04187e+13 1.99313e+13 3.30474e+13 3.07578e+13 1.97034e+13 1.6892e+13 2.06172e+13 2.65594e+13 2.26078e+13 1.8553e+13 1.81189e+13 1.78765e+13 2.84945e+13 4.42866e+13 1.81378e+13 1.73394e+13 5.6118e+13 1.71987e+13 1.59738e+13 1.91239e+13 3.16173e+13 1.9302e+13
threshold=71.030000000000015 1.5000000000000002 6.0000000000000009 54.947759400000002 59.864072000000007 59.905532300000012 2.5000000000000004 9.5000000000000018 59.825842200000004 59.950512650000007 10.500000000000002 14.500000000000002 59.963561900000009 4.5000000000000009 65.574968200000015 82.918694400000007 1.5000000000000002 8.5000000000000018 6.5000000000000009 56.262014700000009 8.5000000000000018 5.5000000000000009 5.5000000000000009 82.901648750000021 55.102137100000007 51.659529100000007 24.500000000000004 59.898927250000007 55.649510000000014 56.760749800000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 10 -8 -12 -7 -2 16 23 19 25 -18 22 21 -21 -15 -16 -25 -17 -20 28 -28 -30
right_child=1 -3 3 4 5 6 9 -9 -10 -11 11 -13 -14 14 15 17 18 -19 26 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-15.249327622091769 651.73653410409338 200.47681584903907 -4426.4962794428766 5381.9485259085559 140255.01891025642 117983.30861505683 -113527.01870659723 -3285.3096616802795 -63700.201078760903 15693.840615725909 94370.875651041672 -58671.166769935342 20242.907057883524 49689.956209120639 8668.8572562692134 -63717.653417968751 -8895.9425458997812 -4969.5289795375429 -3479.9952784685993 35795.168433277031 2071.6124493634261 214958.8543323864 -32606.522067561618 21625.71018537039 195129.24944196432 10537.599200800229 -32846.685971174571 -44426.813937500003 137212.69996494389 25978.394125600964
leaf_weight=3424081 13362 591650 4147 8577 39 55 36 66 43 244 24 29 33 43 1385 32 8907 4710 14616 37 54 22 71 166 21 1235 29 25 39 26
leaf_count=3424081 13362 591650 4147 8577 39 55 36 66 43 244 24 29 33 43 1385 32 8907 4710 14616 37 54 22 71 166 21 1235 29 25 39 26
internal_value=0 80.3649 -1143.34 2842.18 6137.97 24174.9 14878.9 45066.7 5037.34 918.203 -39590.3 10630.9 81330.7 -2326.45 -3593.06 962.04 -5033.7 -2079.89 -5335.26 26374.4 54560.9 102602 -1564.87 12528 41110.1 8662.17 -3182.9 33306.8 53980.6 92719
internal_weight=0 649723 58073 13293 9146 526 487 154 8620 333 89 53 88 44780 31418 7549 23869 5977 23642 227 113 59 114 1572 187 1267 14735 119 94 65
internal_count=4073804 649723 58073 13293 9146 526 487 154 8620 333 89 53 88 44780 31418 7549 23869 5977 23642 227 113 59 114 1572 187 1267 14735 119 94 65
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=31
num_cat=0
split_feature=6 6 4 0 0 4 1 6 2 3 1 0 7 4 4 0 3 2 3 0 1 0 4 1 1 4 4 4 6 1
split_gain=5.57815e+11 3.77437e+12 1.17715e+13 2.16249e+13 7.51352e+13 3.95419e+13 3.51694e+13 4.14922e+13 3.90794e+13 3.37119e+13 3.19124e+13 2.95318e+13 2.86487e+13 2.58281e+13 3.56748e+13 2.4045e+13 2.52111e+13 2.5521e+13 2.34403e+13 2.22307e+13 2.74455e+13 2.53385e+13 4.38668e+13 2.4145e+13 6.32084e+13 2.45084e+13 2.40568e+13 4.83685e+13 2.12243e+13 1.87467e+13
threshold=87.395000000000024 90.045000000000016 17.500000000000004 55.685785750000008 55.595177750000005 18.500000000000004 30.205407000000005 88.825000000000003 2970.5000000000005 2.5000000000000004 37.475446350000006 55.775215600000003 6.0000000000000009 20.500000000000004 19.500000000000004 55.520061350000013 13.500000000000002 2506.0000000000005 9.5000000000000018 55.768246800000007 37.343102500000008 55.806294650000005 23.500000000000004 37.475446350000006 37.649344350000007 31.500000000000004 23.500000000000004 24.500000000000004 88.825000000000003 37.290808600000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 12 11 -6 -4 -9 -8 14 -12 16 17 -15 -13 20 -7 22 28 25 26 -22 -25 -28 -21 -11
right_child=1 -3 3 5 9 19 7 8 -10 29 13 18 -14 15 -16 -17 -18 -19 -20 21 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=9.2768067940420451 -1997.9292500800163 29.502238054515505 -47122.227673037189 135913.04375000001 161416.05829326925 -103600.35294971956 13019.69081217448 58822.246925403226 50029.371638695993 -19262.426427641371 1574.1149701022364 -83159.869728461374 76547.808171561104 -51391.108093979783 -41747.828608251744 53310.657809471901 -3823.3259456952419 20799.177236792209 -11758.655147731051 119889.52571307489 127302.54474431819 -4338.1077654818882 -7628.980851339993 -205484.45156250001 -10621.178165097781 -5979.4905405405407 10703.969140625 -190062.24174107146 34916.609508167618 52349.521116086275
leaf_weight=3832905 30480 200717 121 26 26 39 144 31 81 42 1032 90 140 51 233 129 912 1231 94 53 22 4119 158 20 474 37 28 21 66 282
leaf_count=3832905 30480 200717 121 26 26 39 144 31 81 42 1032 90 140 51 233 129 912 1231 94 53 22 4119 158 20 474 37 28 21 66 282
internal_value=0 -147.602 -1032.27 2001.46 7568.08 -2002.6 22131.1 17030.5 -9168.36 51858.2 3388.65 -31470.8 44336.4 5092.05 -6405.34 11353 8886.04 17927.3 -46683.2 -4906.12 -22303.8 -2369.29 26907.1 -17037.1 -23638.5 43718.9 -113062 -75338.7 72761.7 43066.5
internal_weight=0 240899 40182 9702 4059 5643 606 580 296 350 3709 215 284 3588 1265 2323 2194 1282 184 5037 641 4396 277 602 543 59 69 49 119 324
internal_count=4073804 240899 40182 9702 4059 5643 606 580 296 350 3709 215 284 3588 1265 2323 2194 1282 184 5037 641 4396 277 602 543 59 69 49 119 324
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=31
num_cat=0
split_feature=4 6 6 2 0 6 7 1 4 6 0 4 3 1 7 1 1 6 1 1 1 0 1 5 6 1 0 0 3 3
split_gain=5.2347e+11 5.30458e+12 2.27274e+13 4.35778e+13 6.72035e+13 6.52118e+13 6.10208e+13 5.25646e+13 5.80147e+13 4.96739e+13 4.64022e+13 4.05942e+13 4.80842e+13 1.3752e+14 3.79789e+13 4.71609e+13 4.2232e+13 4.95803e+13 2.87466e+13 2.63085e+13 3.08751e+13 6.49862e+13 2.46956e+13 3.50262e+13 4.20888e+13 5.27981e+13 3.80293e+13 6.87207e+13 5.61271e+13 2.44402e+13
threshold=10.500000000000002 43.205000000000005 41.705000000000005 75.000000000000014 55.568628050000008 42.605000000000011 6.0000000000000009 37.488790500000007 16.500000000000004 43.010000000000012 55.554045200000012 18.500000000000004 1.5000000000000002 37.425454150000007 6.0000000000000009 37.631035900000008 37.517483500000004 43.010000000000012 37.563506350000004 37.343102500000008 37.401708450000008 55.791814000000009 37.534144550000008 1.5000000000000002 42.005000000000003 37.631035900000008 55.676890650000011 55.850146250000009 8.5000000000000018 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 -7 8 9 -8 -10 12 13 -6 22 16 -16 18 -18 -13 21 -21 -14 24 25 26 -24 28 -28 -26
right_child=1 -3 3 -5 11 6 7 -9 10 -11 -12 19 14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=27.739317202909088 -51.739119675115887 -188.87161584472946 -5397.0600649126845 2586.6056638930827 277342.05325520836 -3798.5084825721156 258913.24231418921 28368.241125940393 124935.94899553571 106711.52352941176 -64553.971484375004 43721.049036458338 -16791.791624563815 -19988.526533203127 -3665.2451737448873 31736.713241111629 -132257.85951967593 -160415.00656250003 -23707.759513957513 18672.549090667271 -1995.758673458454 -120607.23842409049 -23378.722714120373 125.35850770323428 -44236.979538198619 -47626.441665852872 -322813.98546875 -60698.282040334307 -127715.99894935345 21710.383294360669
leaf_weight=2547999 487764 962965 425 68129 21 130 37 108 28 51 24 120 553 60 657 236 27 35 253 67 3281 67 27 143 208 210 30 43 29 77
leaf_count=2547999 487764 962965 425 68129 21 130 37 108 28 51 24 120 553 60 657 236 27 35 253 67 3281 67 27 143 208 210 30 43 29 77
internal_value=0 -46.3229 197.564 1817.27 -5727.56 21478.5 51695.6 80785.3 121221 170705 37479.1 -9283.3 -18744.9 57097.2 -21174.9 -8362.38 -18098.4 -48201.7 -34175.1 -2300.19 -3917.34 -50967.3 -32900.4 -44514.5 -54744.5 -78557.5 -128910 -156845 -226918 -26419.6
internal_weight=0 1.5258e+06 562840 75076 6947 803 378 248 140 88 52 6144 2609 81 2528 1208 972 315 280 3535 3415 134 1320 767 624 339 129 102 59 285
internal_count=4073804 1525805 562840 75076 6947 803 378 248 140 88 52 6144 2609 81 2528 1208 972 315 280 3535 3415 134 1320 767 624 339 129 102 59 285
is_linear=0
shrinkage=0.1


Tree=3375
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 6 6 0 6 3 6 5 6 0 1 1 0 4 3 4 0 0 1 6 6 6 4 3 0 0
split_gain=5.96097e+11 5.03503e+12 1.58e+13 4.5651e+13 2.81919e+13 2.03121e+13 3.2032e+13 1.88534e+13 4.80428e+13 3.32002e+13 3.30926e+13 2.11676e+13 2.24184e+13 1.68254e+13 7.34823e+13 5.76566e+13 8.5027e+13 9.65919e+13 3.47712e+13 3.32805e+13 3.13577e+13 4.27766e+13 4.16331e+13 7.20026e+13 3.07886e+13 4.67145e+13 4.1424e+13 4.9877e+13 4.41262e+13 2.98224e+13
threshold=53.310000000000009 65.574968200000015 9.5000000000000018 65.593879100000024 3.5000000000000004 63.005000000000003 63.855000000000011 57.125462300000009 120.05000000000001 5.5000000000000009 85.020000000000024 2.5000000000000004 72.50500000000001 57.15297970000001 65.64204770000002 65.593879100000024 57.100506200000005 13.500000000000002 8.5000000000000018 21.500000000000004 57.14107305000001 57.100506200000005 65.64204770000002 83.820000000000007 91.02500000000002 101.02000000000002 10.500000000000002 12.500000000000002 57.125462300000009 57.174562350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 -6 -13 15 -15 16 17 18 -4 -19 21 -17 23 -22 -18 -26 -27 28 -28 -16
right_child=1 2 13 5 7 6 -8 8 9 -11 -12 12 -14 14 29 20 24 19 -20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-32.979055816924969 142.83539567955924 -129424.40714285715 114739.63073944626 -2075.0616673548716 -38159.669404560809 14553.205677078789 27.73281367871839 -10366.969070508636 121740.17255045574 -5299.1170138888892 -46041.990258364996 -9895.8708141717889 42996.0538607403 -22875.990069907722 -25726.450264525181 181.51829892092061 12934.504358304343 22015.640117394025 265265.20580357144 113673.31877604168 36573.009647623701 -13886.171008077996 662.53553079044116 210730.36303013391 -47428.289463838344 59847.09915047705 22448.259999449827 90022.06434755068 -80429.739384475572 7133.6003155548087
leaf_weight=2336845 1301604 21 57 69347 185 1554 65863 1540 48 36 403 361 103 1630 309 285804 1920 331 21 45 156 2178 255 28 237 113 71 37 101 2601
leaf_count=2336845 1301604 21 57 69347 185 1554 65863 1540 48 36 403 361 103 1630 309 285804 1920 331 21 45 156 2178 255 28 237 113 71 37 101 2601
internal_value=0 44.3689 -250.022 -1127.52 -14011.3 -873.454 362.553 -13105.6 -6349.98 67294.8 -23534.5 -9558.33 1845.22 163.563 -5877.28 257.694 14207.6 53993.8 155266 32985.3 115.835 75.1247 26821.8 63075.2 6921.22 -13732.6 11068.2 -15305.1 -37962.7 3644.34
internal_weight=0 1.73696e+06 435355 139461 2697 136764 67417 2676 1624 84 1052 649 464 295894 4540 291354 2933 454 78 376 288421 287982 439 184 2479 559 322 209 172 2910
internal_count=4073804 1736959 435355 139461 2697 136764 67417 2676 1624 84 1052 649 464 295894 4540 291354 2933 454 78 376 288421 287982 439 184 2479 559 322 209 172 2910
is_linear=0
shrinkage=0.1


Tree=3376
num_leaves=31
num_cat=0
split_feature=6 3 1 6 0 6 0 1 5 1 4 5 0 6 0 4 0 3 1 2 0 3 0 1 3 0 4 6 5 3
split_gain=5.48398e+11 8.42867e+12 2.00216e+13 2.54177e+13 2.56123e+13 2.00234e+13 4.72598e+13 4.52904e+13 1.56493e+13 1.33165e+13 1.14392e+13 2.30117e+13 1.47542e+13 2.34029e+13 1.8236e+13 2.04586e+13 1.60096e+13 1.5312e+13 2.08538e+13 2.38231e+13 1.83363e+13 1.03048e+13 1.35931e+13 3.52953e+13 4.50133e+13 4.19293e+13 4.21534e+13 2.11878e+13 2.39327e+13 2.08589e+13
threshold=125.02000000000002 20.500000000000004 38.927872750000006 156.15000000000003 55.595177750000005 134.05000000000004 55.728148450000006 37.442254400000003 3.5000000000000004 37.401708450000008 24.500000000000004 1.5000000000000002 60.034792100000011 130.05000000000004 45.059854000000009 29.500000000000004 45.053967500000006 5.5000000000000009 37.46219940000001 2828.5000000000005 55.029726000000004 5.5000000000000009 43.6005307 39.723160900000003 14.500000000000002 43.472751400000007 8.5000000000000018 168.45000000000002 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 10 3 4 -3 6 -6 8 -8 -7 21 -12 13 14 16 -16 -13 20 -19 -20 -15 -2 23 -23 25 -25 -27 -28 -29 -24
right_child=1 2 -4 -5 5 9 7 -9 -10 -11 11 12 -14 17 15 -17 -18 18 19 -21 -22 22 29 24 -26 26 27 28 -30 -31
leaf_value=3.647868893584115 -1614.0251591137903 126633.17640625002 1900.3003376077104 -32780.975116356385 -113344.49825 137128.73626302084 39165.478570713145 174530.21460937499 -66314.157244318179 37910.951269531251 80316.637167576395 -31601.053635817309 27463.984321925953 -27143.593252840914 -56271.311217809613 46607.799125744052 87404.605625000011 -59400.08255440848 70297.016858552626 -10999.157804559334 42769.278244173736 -106604.08390842016 5751.0852505331968 870.25610395420108 71471.896584821443 16618.609216485507 -102140.19296151621 31391.253830645164 -106872.09295014881 -2601.8301591047166
leaf_weight=4033928 23048 35 1253 47 25 24 39 20 22 31 28 26 92 55 243 21 20 84 38 701 118 36 8197 668 70 69 108 31 21 4706
leaf_count=4033928 23048 35 1253 47 25 24 39 20 22 31 28 26 92 55 243 21 20 84 38 701 118 36 8197 668 70 69 108 31 21 4706
internal_value=0 -369.025 6994.92 33264.7 49102.2 32247.6 6844.66 43940.1 1123.64 81206 -656.062 -9444.6 -11242.4 -13969 -37963.5 -48087.7 20140.5 -6500.86 -12185.6 -6818.84 20542.6 -316.925 1832.91 -9380.88 -5761.4 -11788.5 -48714.6 -76889.5 -24445.9 2704.6
internal_weight=0 39876 1496 243 196 161 106 81 61 55 38380 1426 1398 1306 310 264 46 996 823 739 173 36954 13906 1003 967 897 229 160 52 12903
internal_count=4073804 39876 1496 243 196 161 106 81 61 55 38380 1426 1398 1306 310 264 46 996 823 739 173 36954 13906 1003 967 897 229 160 52 12903
is_linear=0
shrinkage=0.1


Tree=3377
num_leaves=31
num_cat=0
split_feature=2 6 2 4 6 4 1 1 6 0 1 5 1 3 7 0 3 6 6 6 3 6 1 4 6 0 0 0 1 0
split_gain=5.50171e+11 3.2455e+12 8.89808e+12 1.26308e+13 1.19995e+13 1.48622e+13 1.55063e+13 3.88655e+13 2.26725e+13 2.0461e+13 2.91632e+13 2.88951e+13 2.77385e+13 2.72811e+13 2.34009e+13 3.93347e+13 4.3623e+13 2.8419e+13 5.27655e+13 2.67777e+13 2.21424e+13 2.13093e+13 1.81886e+13 3.40944e+13 5.64558e+13 3.72641e+13 4.25687e+13 4.01636e+13 2.97766e+13 2.48569e+13
threshold=3338.0000000000005 46.010000000000012 6680.0000000000009 19.500000000000004 48.005000000000003 20.500000000000004 61.400814300000008 61.438154000000004 149.05000000000004 57.15297970000001 65.593879100000024 1.5000000000000002 65.574968200000015 22.500000000000004 6.0000000000000009 57.14107305000001 15.500000000000002 128.05000000000004 92.02500000000002 134.05000000000004 14.500000000000002 82.905000000000015 60.636764050000004 21.500000000000004 83.820000000000007 59.905532300000012 56.83050475000001 56.818587550000011 60.620042600000012 56.838524800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -8 9 10 12 -11 14 -13 15 17 -17 18 -9 -19 -14 -18 23 24 28 26 27 -26 29 -7
right_child=1 2 -4 4 5 6 7 8 -10 11 -12 13 20 -15 -16 16 21 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-30.592161207659359 -117.31089829060437 681.46568648429638 -103.37764715252735 6012.1164288402169 -7634.7337663383487 -19628.70970297476 53817.177276731003 26274.686974455184 -81293.032153320324 31252.118795156843 1906.1907786441525 -24584.042372261312 22831.697937500001 64905.51840277778 -11990.234908394192 25202.752750211148 87135.183901515149 140700.54677419356 -65648.104305959307 4481.4384548611115 150259.16328125002 208185.75156250002 -6554.8134741858885 -1334.6916365113168 44166.426425781254 198806.60234375001 -41348.805815972228 172602.2393638393 69481.666149720157 20907.229002353415
leaf_weight=2406287 712807 379895 539070 2120 3800 325 153 228 32 133 3038 634 25 36 184 74 33 31 86 27 30 26 6472 17737 80 20 36 35 67 283
leaf_count=2406287 712807 379895 539070 2120 3800 325 153 228 32 133 3038 634 25 36 184 74 33 31 86 27 30 26 6472 17737 80 20 36 35 67 283
internal_value=0 44.1456 164.692 512.37 -1284.77 -1744.82 -994.392 4231.4 2588.21 3173.64 6251.79 -11324 23996.3 -19775.6 18540.9 29665.2 76340.6 12977.4 1098.38 77288.2 92337.6 140480 -1989.28 -399.224 19213.5 70537.8 53548.6 83255.6 6211.39 -760.83
internal_weight=0 1.66752e+06 954710 415640 35745 33625 29825 4770 4617 4585 3782 803 744 670 689 505 133 372 314 58 55 59 25055 18583 846 171 151 115 675 608
internal_count=4073804 1667517 954710 415640 35745 33625 29825 4770 4617 4585 3782 803 744 670 689 505 133 372 314 58 55 59 25055 18583 846 171 151 115 675 608
is_linear=0
shrinkage=0.1


Tree=3378
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 4 1 6 1 0 4 1 2 0 3 1 3 3 0 1 1 1 1 1 1 7 0 4 1 3
split_gain=6.20502e+11 4.52165e+12 1.93763e+13 4.06377e+13 2.92295e+13 2.76254e+13 4.93703e+13 2.54729e+13 2.49951e+13 2.24345e+13 2.04223e+13 1.92121e+13 1.62754e+13 1.44612e+13 1.36787e+13 1.47663e+13 1.10829e+13 1.68477e+13 2.2052e+13 2.94572e+13 1.94629e+13 1.77592e+13 1.57525e+13 1.08445e+13 3.75412e+13 2.97682e+13 1.32174e+13 1.28436e+13 2.11513e+13 1.17269e+13
threshold=41.505000000000003 41.005000000000003 23.500000000000004 36.000000000000007 37.873748150000004 20.500000000000004 37.543519500000009 41.365000000000002 37.71815560000001 55.791814000000009 24.500000000000004 37.729575300000008 2421.5000000000005 55.883833400000007 10.500000000000002 37.631035900000008 9.5000000000000018 6.5000000000000009 54.94613300000001 82.95992385000001 83.003420700000007 83.00362155000002 92.948588300000011 37.755233900000007 37.682335600000009 6.0000000000000009 55.753967500000009 17.500000000000004 37.586700500000006 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 8 13 9 14 10 -7 -4 -10 -6 23 -8 -16 17 20 19 -19 -5 -20 -22 24 27 -26 -27 29 -29 -3
right_child=-2 2 4 16 12 6 7 -9 11 -11 -12 -13 -14 -15 15 -17 -18 18 21 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=17.92246890090599 -26.793641629245645 -18299.827474784852 -25392.946358167861 2223.8993501445561 20639.823055632703 -72917.896969288806 103524.38034295551 183275.17306463071 -66642.0702052696 22410.642394578317 2004.294044459016 -20597.091259910321 -1818.7508032625858 60765.204050925924 108773.66988636366 11837.02846590909 -1610.6923325407829 -1044.9345561802388 -1381.2985110005027 19947.741872482398 -4752.2732438262565 9955.4471070160798 17434.470797939019 -11956.852781241281 7305.5578445662313 137263.25785537349 59571.784225398937 -94733.641915246219 -87.763088290662665 15283.563215301183
leaf_weight=1250329 2768799 128 360 19858 462 29 59 22 102 166 1114 812 1070 54 22 55 12489 1024 4369 1925 7151 2021 335 224 67 41 47 33 83 554
leaf_count=1250329 2768799 128 360 19858 462 29 59 22 102 166 1114 812 1070 54 22 55 12489 1024 4369 1925 7151 2021 335 224 67 41 47 33 83 554
internal_value=0 56.8475 946.983 1470.15 -5826.91 17235.4 41896.9 83443.4 -12743.3 8233.58 -4687.03 -25735.6 4954 10163.6 67294.1 39533.2 962.291 1838.28 5505.35 12658.3 585.841 2204.24 -3759.41 7841.99 12495.7 57529.9 95768.9 3748.4 -27012.9 8980.52
internal_weight=0 1.305e+06 54676 50756 3920 1584 353 158 2388 195 1474 914 1532 1231 136 77 49172 36683 9339 2949 27344 6390 7486 1177 953 155 88 798 116 682
internal_count=4073804 1305005 54676 50756 3920 1584 353 158 2388 195 1474 914 1532 1231 136 77 49172 36683 9339 2949 27344 6390 7486 1177 953 155 88 798 116 682
is_linear=0
shrinkage=0.1


Tree=3379
num_leaves=31
num_cat=0
split_feature=6 0 0 4 0 4 0 4 0 1 1 1 6 6 4 1 4 0 4 2 1 0 6 2 7 0 1 4 1 0
split_gain=5.60909e+11 4.31489e+12 1.75486e+13 1.37218e+13 1.02011e+13 9.01965e+12 9.42954e+12 8.69634e+12 1.79519e+13 1.56498e+13 2.81783e+13 7.45156e+12 1.09265e+13 1.0681e+13 2.25432e+13 1.5533e+13 2.00017e+13 1.32216e+13 1.27717e+13 3.7308e+13 1.23929e+13 1.41115e+13 1.32778e+13 1.57371e+13 4.69691e+13 3.21608e+13 5.95678e+13 2.80009e+13 3.68065e+13 3.83128e+13
threshold=34.010000000000012 55.050541250000002 55.055052800000006 7.5000000000000009 56.782540950000005 8.5000000000000018 54.988402950000008 6.5000000000000009 57.174562350000009 30.315889700000003 30.362494150000003 38.109452700000006 30.425000000000001 33.005000000000003 10.500000000000002 30.226173900000003 13.500000000000002 55.710673100000008 9.5000000000000018 75.000000000000014 38.011626600000007 55.633951400000008 28.980000000000004 75.000000000000014 6.0000000000000009 55.554045200000012 37.682335600000009 19.500000000000004 37.600779750000008 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 -9 -10 -11 13 -13 20 18 -16 17 -17 -15 -20 22 -22 -5 24 27 -26 -27 -24 29 -29
right_child=-2 2 3 11 7 -7 -8 8 9 10 -12 12 -14 14 15 16 -18 -19 19 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=612.41423654456071 -14.676415904462695 9710.2287915890993 224.12771426796991 -1402.377868249112 -1359.3793429689799 -838.9361351441911 -2572.6949716946074 24675.526490041011 8312.2489054112357 -110169.7525082237 -20487.471415246571 172.20407666826841 2569.5115289405917 -6040.8188331801239 -10411.646182497048 -9490.2189606643933 -709.38028964403441 13385.818688380503 -130248.21067708333 -16098.905599042564 20900.649361221105 -11984.805637911322 1144.0881004869825 3237.0384229514821 6793.4136347040403 -35255.478299050119 3706.0518469435174 -7641.066204583155 -39012.491392299111 80787.800893816864
leaf_weight=119468 3522711 1989 92740 15132 52350 119899 10079 113 163 38 449 31513 47928 3288 1296 295 10230 1760 30 628 146 1228 7895 29914 555 1069 620 73 56 149
leaf_count=119468 3522711 1989 92740 15132 52350 119899 10079 113 163 38 449 31513 47928 3288 1296 295 10230 1760 30 628 146 1228 7895 29914 555 1069 620 73 56 149
internal_value=0 93.8149 348.27 286.13 -408.768 -213.89 364.607 -1513.86 -12112.8 -18508.4 -27485.3 945.099 1618.54 225.684 -1932.49 0.660664 1099.1 10101.9 -8585.85 -21303.3 891.208 -8490.43 1123.62 2071.36 -1276.04 -14090.9 -20953.4 2242.44 33434.8 51709.8
internal_weight=0 551093 301647 299658 145853 249446 129547 53113 763 650 487 153805 79441 74364 17527 13581 12285 2055 3946 658 56837 1374 55463 40331 10417 2244 1689 8173 278 222
internal_count=4073804 551093 301647 299658 145853 249446 129547 53113 763 650 487 153805 79441 74364 17527 13581 12285 2055 3946 658 56837 1374 55463 40331 10417 2244 1689 8173 278 222
is_linear=0
shrinkage=0.1


Tree=3380
num_leaves=31
num_cat=0
split_feature=6 5 6 4 1 4 0 0 0 1 1 1 3 1 1 3 5 1 0 0 2 1 1 0 0 1 1 5 6 3
split_gain=6.14106e+11 3.12958e+12 1.6983e+13 2.44903e+13 1.742e+13 9.01268e+12 1.38385e+13 1.16061e+13 2.37266e+13 1.17083e+13 2.09869e+13 1.13836e+13 1.16678e+13 9.42046e+12 1.57092e+13 1.13194e+13 8.76165e+12 1.08114e+13 2.45912e+13 7.94761e+12 8.89733e+12 6.81224e+12 1.16064e+13 1.03575e+13 8.0237e+12 6.05472e+12 5.98648e+12 5.67519e+12 8.11966e+12 5.54257e+12
threshold=27.215000000000003 2.5000000000000004 21.020000000000003 8.5000000000000018 39.777866350000004 4.5000000000000009 43.687280500000007 55.812023600000011 55.897267000000006 37.780517050000007 37.586700500000006 91.443676550000006 4.5000000000000009 50.815483650000004 49.195555600000006 10.500000000000002 3.5000000000000004 43.56803845000001 45.040161900000008 43.6005307 3999.0000000000005 50.136929700000003 37.804148700000006 53.310923100000004 55.876067900000002 37.318079750000003 43.047633000000012 4.5000000000000009 15.450000000000001 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 5 29 -5 6 -3 9 -9 10 25 27 -13 14 15 16 19 18 -18 20 -11 22 24 -23 -8 -7 -21 28 -10 -4
right_child=-2 2 3 4 -6 7 21 8 11 13 -12 12 -14 -15 -16 -17 17 -19 -20 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=359.10378708488196 -5.6752549806076438 73416.819992897726 -62530.749552408852 -49910.261593750009 73634.139211309535 28434.615169270834 85682.027194940485 73056.0455197704 -5599.371367783363 -103735.80251953125 -109526.66257102274 1374.7788932291669 94920.758451334637 -21952.560350548498 61817.230995579775 50060.194955357147 130777.9040922619 -29548.739464150709 -2293.1937714367377 -4976.8691608311783 -20950.864022909631 69144.761219618056 -15956.540712733957 8103.2178164622819 1835.1970625000004 -35403.383797826529 -49903.496212121216 30311.496955128208 -62592.540219907409 -131227.31236413046
leaf_weight=83240 3988583 33 24 25 21 24 21 49 337 20 33 30 24 313 38 35 21 31 41 293 37 36 187 122 25 39 33 39 27 23
leaf_count=83240 3988583 33 24 25 21 24 21 49 337 20 33 30 24 313 38 35 21 31 41 293 37 36 187 122 25 39 33 39 27 23
internal_value=0 265.618 -3662.58 -45380.7 6490.44 -1607.61 11230.9 -5325.86 6925.39 -11796.8 -44923.8 -165.201 42950.8 -8107.45 -213.971 -4826.86 -8862.67 18669.9 42779.3 -15548.1 -49998.2 5982.44 -4887 22011.4 40113.1 -11084.1 -9524.66 -5942.53 -9826.89 -96148.2
internal_weight=0 85221 1981 93 46 1888 424 1464 506 958 96 457 54 862 549 511 476 93 62 383 57 391 233 158 46 63 326 403 364 47
internal_count=4073804 85221 1981 93 46 1888 424 1464 506 958 96 457 54 862 549 511 476 93 62 383 57 391 233 158 46 63 326 403 364 47
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 4 4 1 5 3 3 6 4 1 4 4 4 1 7 1 1 4 6 6 6 4 3 1 6 3
split_gain=5.82601e+11 6.85016e+12 2.85745e+13 2.39955e+13 3.51626e+13 3.35905e+13 6.40093e+13 3.6413e+13 6.39807e+13 2.34014e+13 4.1111e+13 2.85454e+13 4.97361e+13 5.44458e+13 4.65407e+13 3.64407e+13 5.28538e+13 6.42206e+13 4.56726e+13 9.19625e+13 3.15794e+13 2.99188e+13 3.91276e+13 6.48499e+13 4.65493e+13 4.33085e+13 4.47138e+13 3.67633e+13 4.41584e+13 3.62454e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 80.030000000000015 56.805000000000007 7.5000000000000009 10.500000000000002 30.410676000000006 3.5000000000000004 14.500000000000002 10.500000000000002 84.00500000000001 4.5000000000000009 30.323041000000003 8.5000000000000018 5.5000000000000009 7.5000000000000009 30.277905650000005 6.0000000000000009 30.315889700000003 30.277905650000005 18.500000000000004 52.330000000000005 61.025000000000006 71.030000000000015 13.500000000000002 3.5000000000000004 30.315889700000003 76.00500000000001 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 9 4 -4 7 -7 8 -5 10 11 12 20 15 -15 -14 17 -17 21 -20 -2 22 25 -24 -25 26 -18 28 -26 -27
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 16 18 -19 19 -21 -22 -23 23 24 27 29 -28 -29 -30 -31
leaf_value=8.7533824470027923 -164223.66875000001 -7.5352238166725662 -2131.0570690703448 -130243.80342712403 -14850.453343887142 53144.982997357496 -37.9421092459826 52909.311504961996 11716.195075334821 -65992.829958274146 62458.410409405049 -11198.392943500476 49386.733190465864 145799.55065789475 7069.0599330357145 99562.826826746328 79729.913709677421 -45705.651082805765 40049.814372492168 -33349.758959406077 -27762.177480996623 -48355.261074218753 134599.78232421874 2820.7334955159026 -11300.73154920213 175390.73203125002 -57255.31306318265 201267.48970170456 124372.90988520408 -8678.6971874999999
leaf_weight=3866640 22 192989 6615 64 3237 307 861 37 63 44 130 789 216 57 42 34 31 290 294 407 74 40 88 169 47 23 103 22 49 20
leaf_count=3866640 22 192989 6615 64 3237 307 861 37 63 44 130 789 216 57 42 34 31 290 294 407 74 40 88 169 47 23 103 22 49 20
internal_value=0 -163.379 -2285.15 -4607.02 -6310.18 7990.24 13940.8 -34389.3 -59822.7 6396.82 7477.63 4940.36 11219.2 14710.1 86944.2 10808.7 5655.43 -30461.4 14705.6 -2565.92 -59034.6 35157.2 41208.8 59500 36472.9 2456.17 -25564.7 84669.7 57949.4 89777
internal_weight=0 207164 14175 11184 9852 1332 1168 164 127 2991 2947 2817 2028 1932 99 1833 1617 324 1293 701 96 592 552 375 287 177 134 118 96 43
internal_count=4073804 207164 14175 11184 9852 1332 1168 164 127 2991 2947 2817 2028 1932 99 1833 1617 324 1293 701 96 592 552 375 287 177 134 118 96 43
is_linear=0
shrinkage=0.1


Tree=3382
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 7 1 4 4 4 4 0 1 7 4 4 0 4 6 6 5 6 6 0 5 6 4 6 5 4
split_gain=5.43597e+11 6.5377e+12 1.12005e+13 2.20905e+13 7.94568e+13 2.93374e+14 1.24264e+14 1.05879e+14 1.29867e+14 9.40831e+13 1.14028e+14 4.9714e+13 1.09664e+14 9.16183e+13 1.02676e+14 8.3803e+13 2.34603e+14 1.59442e+14 1.18556e+14 7.86609e+13 7.08841e+13 6.9989e+13 7.24775e+13 7.54565e+13 5.8426e+13 5.70784e+13 5.10416e+13 1.02776e+14 4.89004e+13 1.07599e+14
threshold=30.315889700000003 21.500000000000004 30.260128500000004 59.990753350000013 60.002985000000002 6.0000000000000009 30.303340300000002 18.500000000000004 17.500000000000004 17.500000000000004 18.500000000000004 59.950512650000007 30.277905650000005 6.0000000000000009 7.5000000000000009 10.500000000000002 59.963561900000009 9.5000000000000018 94.02500000000002 105.00500000000001 1.5000000000000002 46.420000000000009 70.50500000000001 59.982409200000006 2.5000000000000004 42.205000000000005 15.500000000000002 70.00500000000001 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 -1 11 5 9 7 8 -7 -5 -11 -4 13 21 -15 17 19 -14 -19 20 -17 -13 23 28 -16 -18 -22 -28 29 -23
right_child=-2 -3 3 4 -6 6 -8 -9 -10 10 -12 12 15 14 24 16 25 18 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=116.57513856192975 8.110065612201673 1149.0759544004068 -2401.0478940137191 -39567.648148116008 107.97448555254071 -3309.2356963070047 -103543.17894865338 -8477.7987331828008 75671.355333182815 -155058.68627635544 -15276.908778822159 -2229.327348448101 573.92516737107542 124971.69347944416 -21290.886586676221 -32908.019814724394 -68713.538842601512 112434.72759091333 -86358.263169642858 88238.955520833333 -139781.93682441907 254928.69950000002 29688.996784531071 -31966.825471698117 49076.423045499563 25966.495151849929 -6119.0547453660238 -180582.69750000001 126875.44809288194 34105.609684591087
leaf_weight=112679 3882433 31626 28674 1294 7575 381 95 985 459 166 90 304 3481 61 698 216 71 210 35 30 195 25 642 53 142 617 104 50 225 188
leaf_count=112679 3882433 31626 28674 1294 7575 381 95 985 459 166 90 304 3481 61 698 216 71 210 35 30 195 25 642 53 142 617 104 50 225 188
internal_value=0 -164.533 -424.598 -1720.2 -5632.61 -18164.3 7960.99 13765.3 39848 -50525.9 -105917 -520.553 6818.68 24701.2 -298.461 -1528.19 -23570.8 6061.89 84035.7 -69552.9 -77931.2 40376.1 51807.7 80728.7 -9395.46 16195.7 -105797 -62763.1 94365.4 60023.8
internal_weight=0 191371 159745 47066 11045 3470 1920 1825 840 1550 256 36021 7347 2338 901 5009 1283 3726 245 595 565 1437 1133 491 840 688 349 154 438 213
internal_count=4073804 191371 159745 47066 11045 3470 1920 1825 840 1550 256 36021 7347 2338 901 5009 1283 3726 245 595 565 1437 1133 491 840 688 349 154 438 213
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=31
num_cat=0
split_feature=1 4 3 0 0 4 5 3 6 4 1 1 6 4 1 1 4 3 1 1 6 0 1 4 6 6 6 6 6 6
split_gain=5.03083e+11 5.481e+12 1.09526e+13 5.20991e+12 2.21671e+13 2.23911e+13 2.0739e+13 2.95622e+13 2.71676e+13 3.57154e+13 2.18596e+13 4.66491e+13 4.95261e+13 6.72282e+13 3.80888e+13 2.64421e+13 5.73783e+13 2.63114e+13 2.59718e+13 2.70672e+13 2.32258e+13 1.7517e+13 3.76155e+13 4.13349e+13 1.68231e+13 2.17823e+13 2.0351e+13 1.59929e+13 2.0277e+13 1.595e+13
threshold=82.860505900000007 27.500000000000004 18.500000000000004 54.980317700000008 54.998919050000005 8.5000000000000018 4.5000000000000009 4.5000000000000009 118.04500000000002 14.500000000000002 82.981285100000022 82.956351500000011 40.905000000000008 24.500000000000004 82.948524700000021 82.958608050000009 16.500000000000004 10.500000000000002 82.95992385000001 82.962856350000024 101.02000000000002 54.988402950000008 82.895858600000011 17.500000000000004 42.005000000000003 42.205000000000005 41.505000000000003 60.005000000000003 105.00500000000001 65.805000000000021
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 3 -3 -2 5 -5 8 -8 10 -10 11 14 18 15 21 16 17 -14 -13 -20 -17 22 -7 -24 26 -26 -23 -18 -29 -15
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12 12 13 29 -16 20 27 -19 19 -21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=-18.732954003489066 -225.53386974113224 -30553.034481345283 25043.242652925532 -610.71163026328679 104.31957969556564 5116.0443854984951 156986.67931547618 20512.247938701927 -43133.878017745061 43927.923232256355 -2863.5230362950224 28027.232300048021 89009.372034438784 10852.23623418295 -51636.972712053575 25149.756999080091 15065.477585411072 214868.51919921875 -28966.776494858688 3143.2480620384217 -65234.306115301726 6667.5293272407353 60942.08928259369 -29141.403034319199 -27690.356630608978 1045.0559390174451 38286.4852420233 55054.22849362588 -11092.215403891511 -15373.933375613051
leaf_weight=3172333 359657 144 47 12036 509320 1091 21 65 234 59 2956 301 98 539 126 1448 256 20 340 1152 29 2050 266 63 273 7825 226 369 53 407
leaf_count=3172333 359657 144 47 12036 509320 1091 21 65 234 59 2956 301 98 539 126 1448 256 20 340 1152 29 2050 266 63 273 7825 226 369 53 407
internal_value=0 65.9224 -16872.3 69.512 265.433 2805.7 4834.61 53837.4 4625.79 -25602.7 5071.13 6456.37 14551.1 21970 3052.79 31293.1 45985.1 110341 1231.74 -4174.05 23375.1 3637.07 14053.7 43692.1 2211.23 76.3269 9807.2 34784.5 46746.7 -431.116
internal_weight=0 901471 191 901280 541623 32303 20267 86 20181 293 19888 16932 5012 3219 11920 2273 796 118 1793 1492 1477 11794 1420 329 10374 8098 2276 678 422 946
internal_count=4073804 901471 191 901280 541623 32303 20267 86 20181 293 19888 16932 5012 3219 11920 2273 796 118 1793 1492 1477 11794 1420 329 10374 8098 2276 678 422 946
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 0 0 1 0 0 6 1 2 6 4 4 0 6 1 6 6 4 6 7 4 1 2 0 0 1
split_gain=5.39245e+11 4.14537e+12 9.05124e+12 6.0162e+13 1.15525e+14 9.20789e+13 8.10611e+13 5.47781e+13 5.08773e+13 4.76638e+13 3.94241e+13 4.02398e+13 3.8825e+13 3.82226e+13 3.80211e+13 3.51878e+13 3.23944e+13 3.93367e+13 6.2999e+13 2.55684e+13 4.15612e+13 5.30591e+13 2.44186e+13 2.40179e+13 3.6473e+13 4.83389e+13 3.06658e+13 2.68266e+13 2.44227e+13 3.66168e+13
threshold=5.5000000000000009 55.080855950000007 47.800771000000005 44.064675150000006 56.067362750000008 56.288960650000007 56.262014700000009 45.126607350000008 55.520061350000013 56.342669500000007 47.005000000000003 47.504912950000005 2970.5000000000005 49.895000000000003 3.5000000000000004 3.5000000000000004 56.148747500000006 106.49500000000002 47.17130860000001 138.05000000000004 114.05000000000001 4.5000000000000009 68.515000000000015 6.0000000000000009 4.5000000000000009 52.061190950000004 5611.5000000000009 55.749683450000006 56.802121050000004 49.300375350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -5 15 -6 12 -12 -10 -8 -7 19 18 -18 20 -14 -22 -20 28 25 -25 27 -27 -4 -30
right_child=-2 2 23 4 5 7 14 -9 13 -11 11 -13 16 -15 -16 -17 17 -19 22 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-139.18830512740368 -22.749747140528235 210.17934054497201 1603.5114093955535 -10320.268543382053 -4449.3664885380313 -23182.190368361702 -22239.465268794826 -7932.7831277205232 -20572.364200598324 -19089.733131241948 -14995.073668017079 -48702.025720608624 9558.1728122834011 -50208.413867543801 64695.847958661128 -87819.87657691777 -40111.010461956525 -15645.464283697291 55677.834011205043 -70603.883643830122 -6381.1094938858696 204077.53975 128391.46784037045 -7952.8139344582369 -8969.0424898513465 37519.239208622115 -987.7784507662127 10840.037232546034 -32544.272105420761 -195.97285967777862
leaf_weight=551561 2928705 283778 165289 1926 6714 126 61 1417 972 485 586 124 3572 788 287 254 46 83 96 39 23 25 89 2565 6313 556 1281 1170 351 114522
leaf_count=551561 2928705 283778 165289 1926 6714 126 61 1417 972 485 586 124 3572 788 287 254 46 83 96 39 23 25 89 2565 6313 556 1281 1170 351 114522
internal_value=0 58.1848 241.599 -142.744 -5796.89 -1657.01 1914.31 -20037.9 -21551.1 -39867.9 462.616 7504.91 9033.68 -33841.2 49457.2 -66387.4 12577.8 43402 64618.2 9932.61 10800.3 103233 90659 638.371 -3764.61 2131.95 10734.4 19434.3 825.153 -294.815
internal_weight=0 1.1451e+06 593538 301491 17713 14027 11745 2282 3686 865 11397 4683 4559 1760 348 380 3973 314 231 3659 3620 48 185 292047 11885 5572 3007 1726 280162 114873
internal_count=4073804 1145099 593538 301491 17713 14027 11745 2282 3686 865 11397 4683 4559 1760 348 380 3973 314 231 3659 3620 48 185 292047 11885 5572 3007 1726 280162 114873
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=31
num_cat=0
split_feature=0 0 3 6 4 1 0 7 4 6 7 6 6 1 6 4 6 1 1 6 4 1 5 3 4 6 5 4 6 4
split_gain=6.4139e+11 3.78111e+12 9.49204e+12 1.21106e+13 1.15254e+13 9.82405e+12 3.93425e+13 1.81218e+13 1.73136e+13 1.53788e+13 1.21972e+13 1.91821e+13 8.20316e+12 8.13372e+12 1.1097e+13 1.76277e+13 1.20069e+13 1.0953e+13 1.46438e+13 1.30966e+13 1.07482e+13 1.67483e+13 2.2127e+13 9.60746e+12 1.45956e+13 1.67751e+13 9.71099e+12 8.73516e+12 8.57931e+12 7.88822e+12
threshold=54.94110555000001 54.86311005000001 14.500000000000002 64.805000000000021 23.500000000000004 83.117716000000016 54.916864950000011 6.0000000000000009 7.5000000000000009 49.895000000000003 6.0000000000000009 58.755000000000003 43.905000000000008 37.401708450000008 71.715000000000018 7.5000000000000009 67.00500000000001 53.252814850000007 72.839788400000018 36.005000000000003 3.5000000000000004 82.991167100000027 1.5000000000000002 2.5000000000000004 5.5000000000000009 86.920000000000016 3.5000000000000004 6.5000000000000009 60.305000000000007 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 5 -4 -5 13 7 -7 10 -10 12 -12 -8 14 16 23 -3 19 27 -15 21 22 -20 -16 25 -25 -27 -19 -23 -11
right_child=-2 2 3 4 -6 6 8 -9 9 29 11 -13 -14 17 15 -17 -18 18 20 -21 -22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=25.099159677010508 -27.181726584123926 -3402.200903805307 -1412.7594065536023 -29117.495133071348 22382.363935546877 -11730.100659027099 -31417.094645889949 -71520.311215572045 10511.709863332801 27661.363621671273 105566.54726562501 -2191.6145120872643 477.66126825391632 -2407.5058237895505 -65044.279199218756 4121.0946349325059 33068.699534574465 -14932.387162823929 1875.6171681597648 6033.6785824211038 262.1755833530579 -4238.6062184979846 35795.562848917645 -74486.148369565228 -88197.340250000008 -7616.6514463682433 72130.37905649039 32374.812183212653 -55824.240544871805 67456.076818181828
leaf_weight=1254637 2772653 2274 989 332 50 360 138 59 888 528 24 53 194 2406 89 158 94 813 409 7786 28075 186 363 23 25 37 26 41 39 55
leaf_count=1254637 2772653 2274 989 332 50 360 138 59 888 528 24 53 194 2406 89 158 94 813 409 7786 28075 186 363 23 25 37 26 41 39 55
internal_value=0 57.9222 943.268 -7253.91 -22376.7 1192.22 7560.55 -20149.2 13736.3 18796.5 -4463.21 31395.3 -12779.8 850.494 -4435.25 -20844.6 -1954.45 1209.66 245.382 4040.99 624.517 10827.9 17825 -40567.4 -20941.8 -1390.79 25294.8 -12661.2 -13180.1 31415.6
internal_weight=0 1.30115e+06 46514 1371 382 45143 2299 419 1880 1471 409 77 332 42844 2726 358 2368 40118 29926 10192 29072 997 772 200 111 86 63 854 225 583
internal_count=4073804 1301151 46514 1371 382 45143 2299 419 1880 1471 409 77 332 42844 2726 358 2368 40118 29926 10192 29072 997 772 200 111 86 63 854 225 583
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 3 0 0 6 6 1 1 7 0 0 5 6 1 4 1 1 1 0 1 1 0 0 1 0 0
split_gain=5.46472e+11 4.54974e+12 1.16674e+13 1.79629e+13 1.79944e+13 1.68334e+13 1.92073e+13 3.62064e+13 4.01288e+13 3.38173e+13 2.76219e+13 3.94795e+13 1.7605e+13 2.4384e+13 3.45935e+13 1.94973e+13 1.90606e+13 1.35318e+13 1.27258e+13 1.86948e+13 1.38221e+13 1.13057e+13 1.09702e+13 1.02581e+13 1.01466e+13 9.61721e+12 3.46856e+13 1.46243e+13 2.36805e+13 8.67843e+13
threshold=39.305000000000007 40.015000000000008 11.500000000000002 2691.5000000000005 37.897576350000001 5.5000000000000009 59.905532300000012 59.963561900000009 39.505000000000003 39.810000000000009 37.425454150000007 37.682335600000009 6.0000000000000009 55.685785750000008 55.866549750000011 1.5000000000000002 39.505000000000003 37.702956500000006 16.500000000000004 30.323041000000003 30.205407000000005 37.768783500000005 59.764576050000009 37.600779750000008 36.865631950000008 55.840017500000009 55.858844800000007 37.740454950000007 55.660117850000006 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 10 8 -8 -10 22 12 13 -12 15 -15 -14 -13 19 20 -4 -19 -7 -17 -5 27 -27 28 -21 -30
right_child=1 -3 18 4 -6 6 7 -9 9 -11 11 17 16 14 -16 23 -18 21 -20 25 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=62.445942689918503 2134.1075156355651 2.8976767775937731 1366.1469727225926 -2365.0962397981316 82.097913377014692 -24926.232899631461 -12638.283231707319 2522.8425265330188 191720.98727948591 67552.637822916658 26205.040279085093 -73095.127232142855 92626.08487548829 203925.6541087963 10381.855165543095 140156.01525000003 -9439.1716517857149 38844.856497825764 -443.9127983160713 -4347.8019279964929 -21468.14013774888 4200.7471445466899 7834.7414117431654 45350.638988095241 -14029.389559846584 44371.884901506703 -780.01358955253079 -2519.8791947558589 -74476.630425876516 -6292.6181214325188
leaf_weight=1042701 6924 2915655 368 1567 47434 283 41 159 31 75 83 21 24 27 31 25 77 106 33707 2234 948 846 160 21 1423 175 6122 11516 246 774
leaf_count=1042701 6924 2915655 368 1567 47434 283 41 159 31 75 83 21 24 27 31 25 77 106 33707 2234 948 846 160 21 1423 175 6122 11516 246 774
internal_value=0 -21.4814 -637.179 340.051 -392.188 4472.85 12529.3 35597.3 71371.6 103866 8386.82 15933.2 48456 66626.3 98885.5 136469 14814 6306.67 -1671.35 -3519.76 -15082.9 8058.18 -13093.8 96875.3 -7916.36 -2797.45 474.803 -4192.53 -10112.1 -22737
internal_weight=0 3.0311e+06 115448 59358 50424 8934 2010 306 147 106 1704 1261 288 187 104 73 101 973 56090 22383 1316 952 443 46 2990 21067 6297 14770 3254 1020
internal_count=4073804 3031103 115448 59358 50424 8934 2010 306 147 106 1704 1261 288 187 104 73 101 973 56090 22383 1316 952 443 46 2990 21067 6297 14770 3254 1020
is_linear=0
shrinkage=0.1


Tree=3387
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 3 0 0 2 0 4 6 0 4 0 0 6 3 1 0 7 0 4 4 6 5 4 6 0
split_gain=5.70015e+11 3.06008e+13 5.75686e+13 4.72915e+13 4.33328e+13 4.95747e+13 4.36964e+13 3.39806e+13 2.97799e+13 4.27984e+13 2.59458e+13 6.53533e+13 3.79394e+13 2.52961e+13 4.89418e+13 2.29809e+13 2.83288e+13 2.81212e+13 2.13087e+13 2.1157e+13 3.03561e+13 5.12146e+13 4.06035e+13 5.50666e+13 3.54266e+13 3.7256e+13 1.03832e+14 1.03653e+14 3.41677e+13 2.79476e+13
threshold=38.430814800000007 38.247071200000008 55.768246800000007 108.05000000000001 55.390026600000006 73.995000000000019 12.500000000000002 55.462387050000011 55.812023600000011 2599.0000000000005 55.850146250000009 10.500000000000002 75.605000000000004 46.323575350000006 5.5000000000000009 54.86311005000001 55.214863500000007 61.805000000000007 6.5000000000000009 38.166910000000009 56.288960650000007 6.0000000000000009 55.667390500000003 5.5000000000000009 4.5000000000000009 81.705000000000013 3.5000000000000004 13.500000000000002 79.015000000000015 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -7 -6 -4 10 -10 -12 -13 14 -3 -15 -17 -18 -5 -1 21 22 29 -24 -22 -26 27 -27 -23 -21
right_child=-2 2 8 18 5 6 -8 -9 9 -11 11 12 -14 15 -16 16 17 -19 -20 20 24 28 23 -25 25 26 -28 -29 -30 -31
leaf_value=50.454664502568889 -24.346135496873138 -18546.603262511926 -21393.821426804527 -31421.304363529271 44708.274198521212 76806.487993963834 -36364.062615966795 11465.524240858975 -1815.860553311586 -15633.723058865065 8720.8395223999014 58168.351465637708 195618.71963704427 9150.6021223995758 121366.07926682693 -33653.033046189397 30073.516260494405 -44734.653906250001 -138084.14999999999 -11644.659607116915 -17512.427763286076 -21217.655273837168 -3242.7435194321624 -31009.830675793797 9278.7309206407008 281966.46487068967 -114092.54734375 6995.6803485576929 -104738.71129748775 2621.4248689325495
leaf_weight=1181580 2861586 651 861 126 350 232 40 2532 1466 1287 905 123 24 5544 26 292 201 67 22 1698 511 1237 1944 1129 2065 29 20 26 51 7179
leaf_count=1181580 2861586 651 861 126 350 232 40 2532 1466 1287 905 123 24 5544 26 292 201 67 22 1698 511 1237 1944 1129 2065 29 20 26 51 7179
internal_value=0 57.472 4584.64 8834.64 9670.52 19354.2 60163.8 15502.6 -4599.4 -799.142 6783.11 18766.1 80609.2 5166.42 -13173.3 7200.49 -12105.6 11371.5 -47276.6 1.71168 -3623.04 -5579.04 -3537.02 -13444.2 6144.4 11793.3 81027.5 151980 -24524.8 -107.404
internal_weight=0 1.21222e+06 14749 10083 9935 3154 272 2882 4666 3805 2518 1052 147 6781 677 6104 560 268 148 1.19747e+06 15889 13238 11950 3073 2651 2140 75 55 1288 8877
internal_count=4073804 1212218 14749 10083 9935 3154 272 2882 4666 3805 2518 1052 147 6781 677 6104 560 268 148 1197469 15889 13238 11950 3073 2651 2140 75 55 1288 8877
is_linear=0
shrinkage=0.1


Tree=3388
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 6 0 6 1 1 4 1 7 4 0 0 4 1 4 4 4 4 0 6 2 4 6 1 1 1
split_gain=5.66417e+11 4.70886e+12 1.24359e+13 1.00796e+13 2.23629e+13 1.51852e+13 1.2236e+13 2.19512e+13 2.41192e+13 4.81001e+13 3.68847e+13 2.95573e+13 2.60272e+13 7.46839e+13 2.56806e+13 2.33643e+13 1.85355e+13 1.65008e+13 2.23244e+13 3.20564e+13 2.51611e+13 3.01185e+13 2.41114e+13 1.89314e+13 2.29355e+13 2.37429e+13 2.37876e+13 3.47898e+13 1.80961e+13 1.61462e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 23.500000000000004 38.405000000000008 38.805000000000007 59.982409200000006 30.425000000000001 30.315889700000003 30.323041000000003 14.500000000000002 30.260128500000004 6.0000000000000009 12.500000000000002 59.990753350000013 59.990753350000013 16.500000000000004 30.277905650000005 11.500000000000002 16.500000000000004 7.5000000000000009 8.5000000000000018 59.950512650000007 34.310000000000009 3338.0000000000005 3.5000000000000004 36.405000000000008 30.330566300000005 30.260128500000004 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -8 11 10 15 14 13 -13 16 -10 29 18 20 -20 22 -22 -3 -19 25 26 27 -25 -21 -9
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 -18 23 19 28 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.847425870306928 -25.599322763696378 7230.4236093697027 -315.86383477687173 1352.6915635481546 -11245.152132203941 6133.6225709063738 -7601.1304212956011 10995.90959020544 33331.136754318766 6928.6232825104271 88982.383960404841 -5745.0885932662541 3035.8250384815237 -92548.585452633313 15821.023756726325 -29841.181966024371 -60817.782818001768 2762.8264225547045 -16136.363577558899 17345.947676003521 70810.683888767482 19399.97682763846 -74123.316686698716 11623.176704334079 7462.2133151548987 -5780.5591453715515 -19361.622986291957 195909.452421875 -59600.478479003912 -38116.816382591016
leaf_weight=1200103 2768799 553 56246 6880 1772 9075 1231 216 464 4333 110 323 374 143 980 67 71 8681 709 681 143 561 39 21 1637 9416 27 20 32 97
leaf_count=1200103 2768799 553 56246 6880 1772 9075 1231 216 464 4333 110 323 374 143 980 67 71 8681 709 681 143 561 39 21 1637 9416 27 20 32 97
internal_value=0 54.3135 696.807 1867.45 -1227.45 2536.81 1481.45 4736.44 6852.28 10710.9 36278.2 -1855.89 -16612.8 -32382.2 7231.91 25360.2 -14688.2 266.036 7572.34 -1079.68 17065.5 29842.8 1870.97 -736.819 -3468.63 -5355.36 53522.2 101519 13892.5 -4224.33
internal_weight=0 1.305e+06 104902 48656 8652 40004 30929 8409 7178 4974 641 2204 840 466 1364 531 384 22520 2718 1422 1296 704 592 19802 11121 9484 68 41 713 313
internal_count=4073804 1305005 104902 48656 8652 40004 30929 8409 7178 4974 641 2204 840 466 1364 531 384 22520 2718 1422 1296 704 592 19802 11121 9484 68 41 713 313
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=31
num_cat=0
split_feature=0 4 3 7 6 5 6 6 4 6 0 2 2 3 0 2 3 6 3 4 4 6 6 3 0 1 1 6 4 1
split_gain=5.95757e+11 3.62451e+12 8.68531e+12 7.77815e+12 8.31212e+12 6.15499e+12 1.44944e+13 1.28195e+13 2.56722e+13 2.02822e+13 2.42558e+13 1.64197e+13 1.33422e+13 6.79632e+12 9.76654e+12 1.31563e+13 9.19835e+12 8.99304e+12 6.67341e+12 4.84268e+12 4.66801e+12 4.60638e+12 4.30977e+12 4.30172e+12 3.95114e+12 1.28967e+13 3.84574e+13 2.30936e+13 2.32863e+13 2.09295e+13
threshold=54.94110555000001 26.500000000000004 25.500000000000004 6.0000000000000009 40.610000000000007 3.5000000000000004 101.02000000000002 81.02500000000002 29.500000000000004 64.805000000000021 51.567244500000008 2828.5000000000005 3062.5000000000005 14.500000000000002 53.175387700000009 3191.5000000000005 6.5000000000000009 60.910000000000004 13.500000000000002 29.500000000000004 27.500000000000004 48.410000000000004 53.995000000000012 6.5000000000000009 54.188398350000007 47.899251850000006 48.411058050000008 66.50500000000001 7.5000000000000009 56.02161850000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 7 9 -9 13 -11 -10 -12 14 15 -6 -17 21 -8 -16 -3 -15 -23 -22 -1 -26 27 -27 -29 -28
right_child=-2 3 -4 -5 5 -7 18 8 11 10 12 -13 -14 17 19 16 -18 -19 -20 -21 23 22 -24 -25 25 26 29 28 -30 -31
leaf_value=-6.7842475508191731 -26.196936821208432 2534.2450821314105 55757.694984654023 -6999.6537007851648 97872.256652462122 60067.522588315223 -84372.923980978259 -14301.260405815972 166530.65619506838 -124155.28697916667 -52360.998632812501 44966.909140625008 41951.294687500005 1611.0666105073076 21323.821077008932 -21336.064420572919 43705.947557357598 48677.09235839844 -9734.8285000000014 -18745.193477299526 -69291.508416193174 -60640.226696777347 -711.27959449404761 -18597.723959263396 -628.86288270709088 10235.570425280006 2755.0620440493763 70669.081155416847 18092.166309308308 -102.30743891285368
leaf_weight=1121766 2772653 78 28 1965 33 23 23 36 20 24 30 25 30 116 70 30 79 32 25 53 22 28 21 70 64167 1130 40234 143 205 70645
leaf_count=1121766 2772653 78 28 1965 33 23 23 36 20 24 30 25 30 116 70 30 79 32 25 53 22 28 21 70 64167 1130 40234 143 205 70645
internal_value=0 55.8237 63.6201 -3517.13 4366.68 9196.07 7462.68 11517.2 48641.2 6009.73 -39190.7 98995.2 -5204.85 14228 24685.5 42552.6 25804.5 160.85 -45498.9 4058.31 -15462.3 -9248.36 -34956.4 -30720.2 62.4189 502.188 1148.13 17172.4 39697 934.529
internal_weight=0 1.30115e+06 1.29832e+06 2833 868 698 675 627 81 546 84 45 60 462 265 142 109 197 48 123 170 165 49 92 1.29829e+06 176524 112357 1478 348 110879
internal_count=4073804 1301151 1298318 2833 868 698 675 627 81 546 84 45 60 462 265 142 109 197 48 123 170 165 49 92 1298290 176524 112357 1478 348 110879
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=31
num_cat=0
split_feature=0 1 1 1 4 4 0 0 4 6 6 6 6 6 6 6 6 3 3 5 6 6 6 4 3 4 4 6 4 4
split_gain=5.33428e+11 5.20473e+12 2.17913e+13 2.50212e+13 2.47309e+13 3.4691e+13 3.6444e+13 4.74378e+13 6.14117e+13 3.73156e+13 5.41634e+13 3.22386e+13 2.87614e+13 7.62056e+13 3.09511e+13 2.791e+13 7.76867e+13 5.2658e+13 3.30793e+13 2.69945e+13 2.51932e+13 4.61292e+13 4.53269e+13 3.73691e+13 3.53268e+13 4.01204e+13 3.88582e+13 6.53666e+13 3.47265e+13 3.45734e+13
threshold=47.245981600000007 39.718675700000013 39.723160900000003 39.735861600000007 3.5000000000000004 4.5000000000000009 47.207933300000008 47.22829500000001 21.500000000000004 149.05000000000004 92.02500000000002 71.715000000000018 67.445000000000007 71.715000000000018 60.605000000000011 118.04500000000002 108.05000000000001 11.500000000000002 17.500000000000004 3.5000000000000004 63.855000000000011 61.425000000000004 57.995000000000012 13.500000000000002 14.500000000000002 21.500000000000004 19.500000000000004 51.805000000000007 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 -1 -3 4 11 12 15 8 9 10 -8 -4 14 -14 -6 16 20 -17 -19 -13 21 22 24 -23 26 -26 29 -28 -25 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 19 13 -15 -16 17 -18 18 -20 -21 -22 23 -24 28 25 -27 27 -29 -30 -31
leaf_value=249.91897968192421 -16.422426084285938 -4223.8039468471607 -15960.173023690799 -358.50772155403138 25014.008739203051 5882.5548065565763 22969.43377022598 6547.9626452548146 155311.20903201221 -90656.118093750003 111943.83417467948 7175.3469155844159 251863.52826171878 36062.478229166671 -79526.439427083344 -90510.07975043403 113498.18060963115 90511.173524305559 -67415.165699404766 112076.45453559028 -11546.101053262624 20694.285402343754 -36697.254518839029 209788.66621093752 -18305.824521956903 -175492.21587357955 10345.130779655614 153794.93803191491 56904.350100160264 -49196.857850569388
leaf_weight=501569 3378038 13575 933 170345 506 3331 557 2119 41 25 78 77 20 90 30 90 61 36 21 36 1405 125 286 24 62 22 98 47 39 118
leaf_count=501569 3378038 13575 933 170345 506 3331 557 2119 41 25 78 77 20 90 30 90 61 36 21 36 1405 125 286 24 62 22 98 47 39 118
internal_value=0 79.7331 -359.82 -69.4151 4722.4 6373.71 4692.08 14007.8 36557.7 29180.6 33898.6 -9850.47 28721.7 75299 19162.9 135.198 1260.71 -42879.1 32327.8 40595.2 28.658 3945.45 1649.99 52345.7 4631.85 -59473.7 6130.15 56842.7 115146 3998.13
internal_weight=0 695766 194197 180622 10277 9231 8585 2820 701 660 635 1046 646 110 536 5765 5618 147 57 113 5557 4152 3964 188 3678 84 3594 145 63 3449
internal_count=4073804 695766 194197 180622 10277 9231 8585 2820 701 660 635 1046 646 110 536 5765 5618 147 57 113 5557 4152 3964 188 3678 84 3594 145 63 3449
is_linear=0
shrinkage=0.1


Tree=3391
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 4 0 1 6 0 0 6 0 0 6 1 7 6 6 0 3 1 0 1 1 1 1 0 7 6
split_gain=5.80186e+11 4.60608e+12 3.38889e+13 2.67328e+13 1.2668e+14 7.21676e+13 6.88906e+13 3.71048e+13 3.32142e+13 3.62198e+13 9.88577e+13 2.93325e+13 2.81925e+13 2.60281e+13 2.20848e+13 2.20269e+13 3.84493e+13 2.14355e+13 2.4981e+13 5.58345e+13 2.04774e+13 3.28349e+13 1.92304e+13 2.05275e+13 1.9204e+13 2.02048e+13 2.57568e+13 1.81602e+13 1.88925e+13 1.77911e+13
threshold=3.5000000000000004 55.79439725000001 55.554045200000012 37.600779750000008 37.401708450000008 2.5000000000000004 55.685785750000008 37.618684050000006 37.310000000000009 55.737027400000009 55.633951400000008 134.05000000000004 55.753967500000009 55.783232450000007 118.04500000000002 38.011626600000007 6.0000000000000009 57.005000000000003 86.030000000000015 55.783232450000007 1.5000000000000002 49.300375350000003 55.649510000000014 37.729575300000008 49.692247900000005 42.186961750000002 45.71452080000001 55.539595350000006 6.0000000000000009 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 27 4 13 6 -6 -5 -7 10 -10 14 -13 -4 15 16 22 24 -19 20 -20 -22 23 -9 25 -17 -27 -1 29 -29
right_child=-2 -3 3 7 5 8 -8 11 9 -11 -12 12 -14 -15 -16 17 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=173.47367031565398 -9.361569437112367 773.34502094982565 -9749.6390488511151 100465.84623161766 132254.15029761905 -56334.910619212969 -111264.73293269231 43555.186271158862 -102336.99547991072 -83314.352734375003 -375923.12731250003 17655.401418138586 130730.29477370689 88050.810784912115 -82962.909440104166 845.48168252248513 -78343.104570312498 -17918.472082100368 34032.623834314487 154094.5822337963 -96659.957386997776 49965.633919270833 17057.972228979805 -29794.580039797551 7970.8220542933068 -47658.893998677464 -9230.5608239691937 19376.30840216891 75424.248050631009 -35092.647964079486
leaf_weight=145179 3837650 79285 967 34 21 27 26 48 28 24 25 92 29 28 36 2306 50 2024 71 27 42 24 1013 186 1204 187 2592 458 52 69
leaf_count=145179 3837650 79285 967 34 21 27 26 48 28 24 25 92 29 28 36 2306 50 2024 71 27 42 24 1013 186 1204 187 2592 458 52 69
internal_value=0 152.131 -161.844 -5485.37 -19949.5 -105296 -2458.42 -3821.96 -151770 -185235 -231387 -4179 44756 -6997.47 -4782.59 -4494.63 7641.81 -6351.53 -14876.9 22660.5 -3242.53 -43341.6 11089.5 -14748.5 -3385.48 -6074.37 -11816.4 243.964 17918.9 12244.7
internal_weight=0 236154 156869 11111 1146 151 47 9965 104 77 53 9931 121 995 9810 9774 1297 8477 2188 164 137 66 1247 234 6289 5085 2779 145758 579 527
internal_count=4073804 236154 156869 11111 1146 151 47 9965 104 77 53 9931 121 995 9810 9774 1297 8477 2188 164 137 66 1247 234 6289 5085 2779 145758 579 527
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=31
num_cat=0
split_feature=2 0 1 3 6 6 6 6 4 4 0 4 1 1 4 1 4 6 1 1 6 6 1 5 4 4 6 7 4 0
split_gain=5.40284e+11 4.49132e+12 8.52282e+12 7.63256e+12 8.66039e+12 7.79917e+12 1.13941e+13 1.16594e+13 7.21571e+12 7.09601e+12 5.26312e+12 1.25155e+13 9.3404e+12 1.10882e+13 9.25684e+12 8.54352e+12 9.12175e+12 8.34274e+12 8.11583e+12 1.02602e+13 7.76984e+12 7.71761e+12 7.82178e+12 7.22213e+12 9.43483e+12 6.71379e+12 7.32941e+12 6.35903e+12 5.3418e+12 8.13586e+12
threshold=451.00000000000006 56.385857200000011 38.247071200000008 9.5000000000000018 120.05000000000001 114.05000000000001 105.00500000000001 94.02500000000002 14.500000000000002 16.500000000000004 56.685611200000004 8.5000000000000018 37.234509300000006 36.865631950000008 13.500000000000002 37.740454950000007 4.5000000000000009 51.015000000000008 37.649344350000007 37.873748150000004 34.010000000000012 77.565000000000012 38.166910000000009 2.5000000000000004 4.5000000000000009 9.5000000000000018 40.905000000000008 6.0000000000000009 3.5000000000000004 56.520242650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 12 15 13 -3 20 27 -17 -14 28 -20 -13 22 -21 24 -24 -22 -27 -12 -19 -30
right_child=-2 2 -4 8 -6 -7 -8 -9 -10 -11 11 14 17 -15 -16 16 -18 18 19 21 25 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=104.58240892008131 -16.262644244951947 -6530.7842042161828 14317.913615351139 3828.7370958693487 -54665.630193014716 58297.535566406259 -65715.819531250003 64218.289593750007 52895.645191539421 -50462.731985381157 -4248.3347771730914 -19367.86319734815 -480.24448475536406 -41493.060627225081 -19748.216938093596 2803.4221484375003 -85619.673995535719 -23068.324357910158 -71760.516950757577 -24768.238743735259 11889.958918673548 -58925.262880067567 -73392.94477975028 7841.7804985434332 -5607.3499771712668 94883.820703125006 25264.37195060484 -58652.513423295459 67307.080859374997 4205.2749302455359
leaf_weight=671940 3396489 213 276 94 34 20 30 25 44 33 917 71 1725 158 102 20 28 40 33 265 654 37 28 236 77 20 62 22 27 84
leaf_count=671940 3396489 213 276 94 34 20 30 25 44 33 917 71 1725 158 102 20 28 40 33 265 654 37 28 236 77 20 62 22 27 84
internal_value=0 81.5513 -2797.62 -3724.06 -4369.33 -4022.25 -4276.26 -3898.32 19473.3 -4249.29 -3932.83 170.519 -6594.46 -21420.4 8636.59 -7626.51 -48776.7 -4439.12 -12696.8 -17378.7 12224.3 -14587.8 -11880.7 -1865.42 -23683.5 15271.9 42244.7 -5522.98 8263.58 19554.4
internal_weight=0 677315 5375 5099 4961 4927 4907 4877 138 4852 4819 1896 2923 371 909 987 48 2552 827 676 807 643 606 341 105 736 82 939 151 111
internal_count=4073804 677315 5375 5099 4961 4927 4907 4877 138 4852 4819 1896 2923 371 909 987 48 2552 827 676 807 643 606 341 105 736 82 939 151 111
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 0 5 6 6 6 7 1 6 4 6 6 6 6 6 6 6 4 4 4 6 4 7 2 6 4
split_gain=5.4249e+11 1.26095e+12 2.62136e+12 1.69097e+12 1.3867e+12 4.9143e+12 7.10732e+12 6.50439e+12 2.01998e+13 8.35398e+12 7.52056e+12 5.59638e+12 5.79844e+12 5.22222e+12 4.89813e+12 5.28219e+12 9.60779e+12 2.9102e+13 1.1411e+13 8.86892e+12 6.55285e+12 1.01923e+13 9.28248e+12 3.66852e+12 4.08391e+12 3.07973e+12 2.93472e+12 2.88806e+12 3.45624e+12 2.9019e+12
threshold=11703.500000000002 16.500000000000004 10.500000000000002 15.500000000000002 3.5000000000000004 44.046956350000009 4.5000000000000009 98.020000000000024 112.00500000000001 87.395000000000024 6.0000000000000009 44.628646350000004 116.05000000000001 4.5000000000000009 149.05000000000004 110.01500000000001 96.050000000000011 95.045000000000016 99.050000000000011 106.49500000000002 114.05000000000001 4.5000000000000009 8.5000000000000018 7.5000000000000009 53.995000000000012 11.500000000000002 6.0000000000000009 15792.500000000002 47.805000000000007 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 11 7 9 -9 25 -10 12 -2 -14 15 16 17 23 -18 -20 -17 -22 26 24 -13 27 -23 29 -29 -7
right_child=1 2 -4 -5 -6 6 -8 8 10 -11 -12 14 13 -15 -16 20 18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1895776317675466 -4487.2842997756716 44112.341406250001 -5909.7092329545458 -23992.809095982142 -368.45816084908853 -4885.7563006692681 64595.8541796875 93804.683712121216 27635.696529447116 -40538.291629464286 -38961.617584635416 -258.11300557804964 -4571.7402529761912 -72855.672534179685 35027.541273082388 -60906.311614990234 81928.191042401711 -113448.20234375 -4624.2122736750425 66471.191478961453 -60091.147077546295 17483.082421875002 -25752.097304173523 -6694.3494221185629 7572.6592559194687 -28493.357320731029 68671.79993489584 4759.6580172631047 -45214.435304687504 6720.4362614654019
leaf_weight=4059190 1321 20 22 28 7290 242 20 33 39 42 30 1451 21 24 44 28 31 22 74 23 27 24 38 422 1231 28 21 31 25 1962
leaf_count=4059190 1321 20 22 28 7290 242 20 33 39 42 30 1451 21 24 44 28 31 22 74 23 27 24 38 422 1231 28 21 31 25 1962
internal_value=0 608.178 17910.3 558.309 605.575 1584.44 5226.89 4738.65 29455.9 3656.61 -1319.66 -275.465 -5689.78 -40989.8 1877.03 1447.01 2259.67 1160.12 29112.7 12233.5 -17715.3 -6721.26 10640 1972.42 3336.1 4467.88 41371.2 4876.25 -17550.2 5446.07
internal_weight=0 14614 42 14572 14544 7254 2452 2432 102 2330 69 4802 1366 45 3436 3392 3254 3126 128 97 138 110 83 3104 2682 2288 45 2260 56 2204
internal_count=4073804 14614 42 14572 14544 7254 2452 2432 102 2330 69 4802 1366 45 3436 3392 3254 3126 128 97 138 110 83 3104 2682 2288 45 2260 56 2204
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=31
num_cat=0
split_feature=6 1 1 3 0 5 4 4 5 0 6 3 6 4 0 6 2 0 4 6 6 0 3 0 3 6 1 0 0 1
split_gain=5.2055e+11 3.57626e+12 5.36892e+12 1.33401e+13 1.6289e+13 3.02215e+13 1.85074e+13 2.1722e+13 4.63158e+13 6.04572e+13 3.41171e+13 2.04471e+13 2.13951e+13 2.02059e+13 1.99268e+13 2.32693e+13 1.79449e+13 1.78624e+13 4.91151e+13 2.44292e+13 2.11328e+13 3.26151e+13 2.94498e+13 1.90806e+13 5.87571e+13 1.97516e+13 1.79642e+13 1.6241e+13 4.10801e+13 3.54636e+13
threshold=87.395000000000024 91.292296250000007 49.195555600000006 9.5000000000000018 55.012912000000007 2.5000000000000004 15.500000000000002 13.500000000000002 3.5000000000000004 55.173955500000005 120.05000000000001 11.500000000000002 142.05000000000004 11.500000000000002 55.017684700000011 103.03500000000001 2911.0000000000005 55.007293000000011 23.500000000000004 108.05000000000001 93.050000000000011 54.973017600000006 10.500000000000002 54.980317700000008 14.500000000000002 97.020000000000024 82.966990000000024 57.14107305000001 55.759969450000007 52.380799750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 11 16 -10 -11 13 -13 -6 15 -8 -9 20 19 -19 21 -7 -23 -22 25 -25 -21 28 -4 -30
right_child=1 -3 3 4 6 17 14 8 9 10 -12 12 -14 -15 -16 -17 -18 18 -20 26 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=8.9615812978157585 137.44833841438594 2077.4522530255704 -496.34750003251196 -39457.330843500386 1387.3126347220286 -596.72241115259192 140872.05949041195 -57117.105834301095 -15050.255675551471 35130.439490919845 136874.0952137587 -11970.267884385074 -111545.58179347828 24928.409722733257 752.61086615861473 6398.4515877016129 13680.90996556485 -18156.070728679908 86660.316733870975 -121098.70222810445 761.23952541337326 -62864.671461446444 -11237.87748748091 66086.594810267852 80130.646620639542 -6825.3840128833463 -14716.446661931819 2858.4089266503065 -24356.496874190823 -5336.8764323050855
leaf_weight=3832905 153430 7044 38722 223 1400 1043 22 37 68 52 90 349 23 493 10955 31 1105 107 31 57 2726 189 266 42 129 322 22 7181 1056 13684
leaf_count=3832905 153430 7044 38722 223 1400 1043 22 37 68 52 90 349 23 493 10955 31 1105 107 31 57 2726 189 266 42 129 322 22 7181 1056 13684
internal_value=0 -142.586 -209.457 -871.261 1383.7 -3448.68 3087.68 9293.58 19324 62485.9 99615.9 3306.3 -18126.8 7518.2 1048.55 62217.7 11387.1 -1821.21 -29873.8 -49296.2 -530.681 -10342.5 -32682.9 4035.37 22139.4 1587.54 -91473.3 -1606.84 -2206.61 -6699.48
internal_weight=0 240899 233855 80425 19782 5157 14625 3617 1352 210 142 2265 372 1893 11008 53 1142 4934 217 186 4717 1498 455 3219 493 364 79 60643 53462 14740
internal_count=4073804 240899 233855 80425 19782 5157 14625 3617 1352 210 142 2265 372 1893 11008 53 1142 4934 217 186 4717 1498 455 3219 493 364 79 60643 53462 14740
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=31
num_cat=0
split_feature=0 1 0 1 7 0 4 5 4 6 4 4 4 1 6 6 0 4 6 3 0 4 6 6 5 6 6 3 3 3
split_gain=5.35611e+11 6.72563e+12 3.07316e+13 3.04532e+13 8.7341e+13 1.5503e+14 1.09658e+14 5.77694e+13 2.8181e+13 3.18742e+13 3.09973e+13 2.71326e+13 2.543e+13 4.67964e+13 6.22807e+13 2.2488e+13 2.15286e+13 2.00678e+13 1.81197e+13 2.98526e+13 2.07162e+13 1.88211e+13 1.64849e+13 1.64715e+13 2.1824e+13 2.59266e+13 1.64501e+13 1.49518e+13 1.5078e+13 1.37941e+13
threshold=59.963561900000009 30.157841000000001 60.002985000000002 30.205407000000005 6.0000000000000009 60.002985000000002 10.500000000000002 1.5000000000000002 13.500000000000002 81.02500000000002 17.500000000000004 16.500000000000004 5.5000000000000009 30.084656550000002 54.710000000000008 120.05000000000001 60.064438250000002 12.500000000000002 87.395000000000024 4.5000000000000009 60.002985000000002 15.500000000000002 46.805000000000007 47.005000000000003 2.5000000000000004 61.805000000000007 59.245000000000012 17.500000000000004 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 12 4 15 6 -6 -8 9 16 -10 -9 13 23 -15 18 17 -7 29 21 27 -20 -14 -2 25 -25 -24 28 -21 -3
right_child=1 3 -4 -5 5 8 7 11 10 -11 -12 -13 22 14 -16 -17 -18 -19 19 20 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=8.3929540965297971 -5916.0439039327084 46318.79411803784 -1067.2308279721876 -209.27128843430029 74373.787428042764 85199.872629616482 -55282.375927269342 -228133.98892525339 64753.365853515628 -130428.27406250002 -16233.365840126813 -124973.89507848228 -32132.865108366936 -1384.4423691860466 212213.78187500002 -65214.454815673831 -26860.437946740905 339.07369706003288 53392.561120605475 56335.143654057028 -37311.158669969511 164620.38910290948 -169125.53242187502 -46946.964985501043 -14004.144826421523 -153190.9465625 -55341.323408564822 122001.81316964288 -35558.680686598556 14685.302105172561
leaf_weight=3866640 236 147 6591 196546 38 44 105 37 150 20 69 82 62 43 20 32 134 76 32 57 41 29 24 98 133 30 27 21 26 2214
leaf_count=3866640 236 147 6591 196546 38 44 105 37 150 20 69 82 62 43 20 32 134 76 32 57 41 29 24 98 133 30 27 21 26 2214
internal_value=0 -156.651 -3145.66 -48.0361 9400.42 -20539.9 -82699.5 -109346 12494.1 -8880.66 39237 -157049 -23500.7 -14768.8 66424.5 18098 690.021 31454.7 19136.6 47579.7 22888.7 106271 -66774 -25060.9 -42372 -71847.9 -108887 46621.3 27549.1 16654.9
internal_weight=0 207164 7264 199900 3354 755 262 224 493 274 219 119 673 560 63 2599 254 120 2567 206 145 61 113 497 261 128 51 104 83 2361
internal_count=4073804 207164 7264 199900 3354 755 262 224 493 274 219 119 673 560 63 2599 254 120 2567 206 145 61 113 497 261 128 51 104 83 2361
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=31
num_cat=0
split_feature=2 1 6 4 0 0 0 1 6 3 2 1 1 4 6 1 6 1 7 5 4 4 6 6 1 4 4 4 6 6
split_gain=5.06275e+11 4.78168e+12 9.86625e+12 1.06878e+13 6.85501e+12 8.29113e+12 7.52522e+12 3.59607e+12 1.36033e+13 6.89159e+12 3.45379e+12 1.24063e+13 3.36977e+13 2.69699e+13 1.45772e+13 1.67141e+13 1.69532e+13 2.02145e+13 1.41238e+13 3.80815e+13 3.89073e+13 2.77201e+13 1.94352e+13 1.90965e+13 2.13376e+13 2.63988e+13 3.01368e+13 2.19579e+13 2.27033e+13 1.69114e+13
threshold=3930.5000000000005 94.478249850000012 41.005000000000003 1.5000000000000002 63.565651350000003 58.08467765000001 57.205086850000008 28.601854300000003 69.605000000000004 4.5000000000000009 4829.0000000000009 44.628646350000004 45.71452080000001 14.500000000000002 30.425000000000001 39.596303450000001 56.010000000000012 39.625203600000013 6.0000000000000009 2.5000000000000004 16.500000000000004 11.500000000000002 89.00500000000001 80.030000000000015 43.997056950000008 7.5000000000000009 4.5000000000000009 3.5000000000000004 118.04500000000002 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -1 11 14 13 -13 -2 -16 -17 -18 19 22 23 -20 -19 -21 27 26 -26 28 -25 -22
right_child=10 2 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 17 18 21 20 29 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3461.2252396155363 -9361.9577306652754 4810.96759653763 52694.241675781253 -15673.176051555878 30512.197702205882 -73217.281640625006 28730.022365722656 -22.749235822077022 -58017.503757812505 -27314.097099619325 -8.5753833972885616 -16131.398890664423 315.5158609540614 -95976.992604166677 -3929.6247655110819 2599.1457077014661 81493.671508789062 34382.554969261939 13735.657839407213 -1952.3164735361891 83560.812964409721 -22172.891665557945 -31050.497310384115 101527.81821646342 10543.554107862903 18835.231157424132 136038.16223437499 -9743.9476702902066 -3708.9866996951223 -8000.2758413461534
leaf_weight=348 846 568 25 833 34 24 40 2508060 50 92 1385880 706 163415 45 2117 6516 40 836 519 1655 90 367 48 41 31 173 50 288 41 26
leaf_count=348 846 568 25 833 34 24 40 2508060 50 92 1385880 706 163415 45 2117 6516 40 836 519 1655 90 367 48 41 31 173 50 288 41 26
internal_value=0 -27.8247 -5627.54 -11829.5 -13562.1 -15232.7 -13638.7 -24.4228 -8590.34 -2973.61 44.6638 459.525 218.39 -20915.8 3352.4 4190.25 5793.63 10743.7 10064.3 13091.3 6544.03 -1138.43 30829.6 3668.49 18576.2 40894.7 88009.4 3254.91 48909.4 63038.5
internal_weight=0 2.51007e+06 1524 956 931 897 873 2.50855e+06 490 440 1.56373e+06 177850 164166 751 13684 12838 10721 4205 4165 3279 2395 886 884 2279 624 254 81 370 82 116
internal_count=4073804 2510074 1524 956 931 897 873 2508550 490 440 1563730 177850 164166 751 13684 12838 10721 4205 4165 3279 2395 886 884 2279 624 254 81 370 82 116
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=31
num_cat=0
split_feature=6 1 5 6 1 2 1 1 6 0 1 1 6 4 0 1 4 4 4 1 3 1 1 2 3 2 1 0 1 1
split_gain=5.16422e+11 2.5631e+12 3.66693e+12 1.32264e+13 2.2291e+13 1.06659e+13 1.11496e+13 2.49778e+13 8.90736e+12 8.75755e+12 8.38625e+12 1.72163e+13 1.58885e+13 1.02126e+13 1.17543e+13 9.98604e+12 7.6069e+12 9.26087e+12 2.9819e+13 6.74174e+12 1.09591e+13 1.86452e+13 6.45698e+12 6.33004e+12 6.45444e+12 7.21903e+12 5.48927e+12 1.3871e+13 2.29588e+13 9.67656e+12
threshold=27.215000000000003 86.020047450000007 2.5000000000000004 21.020000000000003 50.136929700000003 3191.5000000000005 39.689978950000004 39.718675700000013 24.030000000000005 43.550475500000012 30.438492500000006 30.323041000000003 19.050000000000004 18.500000000000004 43.687280500000007 36.865631950000008 14.500000000000002 8.5000000000000018 5.5000000000000009 37.586700500000006 6.5000000000000009 37.442254400000003 37.780517050000007 11703.500000000002 3.5000000000000004 8299.5000000000018 39.004719500000007 45.047736150000013 38.927872750000006 38.927872750000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -5 -4 11 -11 13 14 -12 -16 17 18 23 20 21 -17 -21 24 25 -9 27 28 -24 -29
right_child=-2 -3 3 4 -6 6 7 16 -10 10 12 -13 -14 -15 15 19 -18 -19 -20 22 -22 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=456.5058628406 -5.2043444943442694 -2411.5472489851745 69922.319453125005 -107272.68398437501 37738.226742788465 -55437.852264291272 96584.416370738647 1623.9713191303454 -34341.112828480116 -4983.1907952724359 56208.35851984797 98895.786371527778 84568.148668323876 -46325.4009358724 -57087.510175151219 10848.419704367898 43236.194195556644 -30267.030144407527 114439.80920898437 -36774.002516084562 -32467.938519021744 125374.32473958333 7955.7276171875001 43232.813906249998 -37033.294930897588 -51941.607004310346 -5778.4694771402465 10338.745173249423 142265.40869140625 -57615.133007812503
leaf_weight=79964 3988583 3487 20 34 26 54 22 190 33 39 37 27 22 48 31 44 24 221 20 51 23 21 35 20 92 29 453 108 20 26
leaf_count=79964 3988583 3487 20 34 26 54 22 190 33 39 37 27 22 48 31 44 24 221 20 51 23 21 35 20 92 29 453 108 20 26
internal_value=0 243.578 356.853 -4145.2 -40853.1 -2109.52 -11862.3 -8054.77 -71351.2 4411.76 3081.6 37512.8 608.851 -1450.35 1086.75 -1424.94 -11917.3 -14231.4 -4134.94 784.453 26857.1 47849.1 -2526.37 -11299.6 -14806.5 -5469.19 194.241 14509.8 56795.6 -2846.34
internal_weight=0 85221 81734 1770 93 1677 672 618 67 1005 985 66 919 897 849 812 596 572 351 781 88 65 693 331 311 219 642 189 55 134
internal_count=4073804 85221 81734 1770 93 1677 672 618 67 1005 985 66 919 897 849 812 596 572 351 781 88 65 693 331 311 219 642 189 55 134
is_linear=0
shrinkage=0.1


Tree=3398
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 6 3 5 3 4 1 5 4 3 4 0 0 0 4 0 0 1 6 6 3 3 6 0 6
split_gain=5.23972e+11 4.5275e+12 2.97063e+13 8.68943e+13 3.42303e+13 2.85654e+13 3.29664e+13 3.4598e+13 2.94565e+13 3.1361e+13 2.59743e+13 8.75062e+13 7.20576e+13 4.8794e+13 6.17944e+13 8.47668e+13 4.83036e+13 4.24832e+13 5.60659e+13 3.86497e+13 1.10675e+14 4.39866e+14 1.98429e+14 8.06655e+13 6.48024e+13 1.1536e+14 6.25164e+13 3.95089e+13 9.33916e+13 1.08423e+14
threshold=82.860505900000007 82.918694400000007 55.012912000000007 54.998919050000005 69.015000000000015 82.901648750000021 134.05000000000004 4.5000000000000009 3.5000000000000004 9.5000000000000018 9.5000000000000018 82.911604200000014 1.5000000000000002 10.500000000000002 11.500000000000002 23.500000000000004 55.111813300000001 55.030407050000001 55.026775150000006 11.500000000000002 55.061158000000006 55.055052800000006 82.895858600000011 95.045000000000016 67.445000000000007 2.5000000000000004 5.5000000000000009 125.02000000000002 55.039488700000007 138.05000000000004
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 -2 8 -8 -7 -10 17 19 -13 16 -15 -16 -14 18 -4 20 21 27 -23 -22 -24 -26 -27 -12 -29 -30
right_child=1 -3 10 4 -6 6 7 -9 9 -11 11 12 13 14 15 -17 -18 -19 -20 -21 23 22 24 -25 25 26 -28 28 29 -31
leaf_value=-19.117909535979415 2186.5817770965964 -9.3301555651012631 4018.644161694991 -16431.145502014642 -57602.21684699945 -2563.2321839535966 130363.02372532895 -2088.0031916920734 -11891.911200459799 -72918.963222163875 11010.581351438992 -5697.993570963542 94385.663381723265 15660.444746261413 92570.295458984387 -47954.127364642802 -50184.715106670679 -1071.2193765310055 47030.847273629617 995.75902242245161 5086.4509092453181 -8942.1889823717956 124882.14853830646 -47665.966534352025 145803.87176585477 497073.67375000002 287428.86022727273 -74926.568055555559 241570.33519435977 -42429.863671875006
leaf_weight=3172333 24635 807154 1044 1897 226 20219 38 41 288 119 1528 561 208 921 246 52 26 21147 427 18138 1966 39 31 340 34 25 33 27 41 20
leaf_count=3172333 24635 807154 1044 1897 226 20219 38 41 288 119 1528 561 208 921 246 52 26 21147 427 18138 1966 39 31 340 34 25 33 27 41 20
internal_value=0 67.2771 722.873 -1040.42 -20813.9 -114.548 -2852.45 61622.6 -3099.4 -29735.2 2509.09 4783.64 24743.2 36496.5 28467.6 68049.3 78322.3 71.826 16504.2 2974.69 11763.6 30511.2 187604 -2691.44 249924 292058 377793 14763 79917.8 148456
internal_weight=0 901471 94317 47463 2123 45340 20705 79 20626 407 46854 24236 2014 1453 1219 298 234 22618 1471 22222 4084 1778 162 2306 123 92 58 1616 88 61
internal_count=4073804 901471 94317 47463 2123 45340 20705 79 20626 407 46854 24236 2014 1453 1219 298 234 22618 1471 22222 4084 1778 162 2306 123 92 58 1616 88 61
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=31
num_cat=0
split_feature=6 2 1 0 5 3 4 1 1 1 4 3 3 6 6 0 0 1 4 0 0 3 6 4 6 1 0 0 0 1
split_gain=6.45846e+11 4.26627e+12 1.12487e+13 2.07885e+13 4.48567e+13 2.57732e+13 9.8167e+12 2.30605e+13 2.97538e+13 2.46757e+13 4.78125e+13 3.97489e+13 2.47906e+13 1.78184e+13 1.69269e+13 3.52007e+13 3.25935e+13 2.40042e+13 2.48035e+13 2.37794e+13 3.24753e+13 3.97427e+13 2.61019e+13 2.3712e+13 2.20637e+13 2.17655e+13 2.04293e+13 1.98401e+13 2.67203e+13 1.94897e+13
threshold=102.04000000000001 2343.5000000000005 53.252814850000007 56.872182500000008 3.5000000000000004 3.5000000000000004 9.5000000000000018 39.178027400000005 39.038055050000004 39.366401150000009 6.5000000000000009 4.5000000000000009 4.5000000000000009 156.15000000000003 106.49500000000002 55.850146250000009 55.897267000000006 37.290808600000013 4.5000000000000009 55.910578700000009 56.020150250000007 5.5000000000000009 114.05000000000001 8.5000000000000018 114.05000000000001 37.649344350000007 55.710673100000008 55.840017500000009 55.82518790000001 37.234509300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 14 -9 12 -12 13 -11 15 17 -17 26 25 27 21 22 -21 -18 -23 -19 -2 28 -16 -24
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 11 -13 -14 -15 19 16 23 18 -20 20 -22 24 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5486518717934814 47835.423158285652 -456.47076828920274 -33796.069074789324 48134.7386274858 -16176.613289221939 203015.52827148439 -599.08598156708638 52378.35031797253 -64116.168635817303 -36869.511590909089 -21755.159143647696 104241.41898941534 -105023.85785256411 71411.046149553571 -1928.7654412478762 -102450.4256076389 -24858.354985351565 -116728.49951171875 37270.322030203686 99686.729750462589 -3759.5993470375579 52084.377047413793 95874.904611073376 77966.134730113641 173432.98858366936 23937.246173650568 141185.98832589286 -25779.588012015207 68949.884829545452 -1976.3886343573447
leaf_weight=3966508 71 96179 89 22 49 21 7335 207 65 55 42 62 39 21 1614 36 70 22 182 38 322 29 23 33 31 22 35 350 55 177
leaf_count=3966508 71 96179 89 22 49 21 7335 207 65 55 42 62 39 21 1614 36 70 22 182 38 322 29 23 33 31 22 35 350 55 177
internal_value=0 -242.09 1612.63 1898.39 49235.2 123774 1500.17 5776.21 2844.94 27623.1 4224.34 53358.2 -40209.8 -6949.88 4244.45 21707.4 -20542.6 39396.4 20981.4 1127.71 18257.5 42047.9 23711.8 8085.41 114781 -46395.6 78658.7 -4132.56 406.96 9276.51
internal_weight=0 107296 11117 11028 92 43 10936 3601 3175 426 219 104 115 76 3110 471 139 332 226 2639 620 298 238 103 60 44 106 2019 1669 200
internal_count=4073804 107296 11117 11028 92 43 10936 3601 3175 426 219 104 115 76 3110 471 139 332 226 2639 620 298 238 103 60 44 106 2019 1669 200
is_linear=0
shrinkage=0.1


Tree=3400
num_leaves=31
num_cat=0
split_feature=6 5 0 1 6 4 3 6 4 4 1 1 6 4 1 6 0 1 6 1 6 6 5 3 6 1 0 1 6 4
split_gain=5.32421e+11 8.31591e+12 1.416e+13 1.56037e+13 2.25107e+13 4.96352e+13 2.64075e+13 2.56276e+13 2.09928e+13 6.35982e+13 2.43738e+13 4.22593e+13 1.88516e+13 2.2686e+13 1.55006e+13 1.82218e+13 1.53195e+13 1.17433e+13 2.58506e+13 2.0814e+13 1.98032e+13 1.86418e+13 2.13988e+13 2.02836e+13 1.49884e+13 1.42833e+13 1.03065e+13 1.41668e+13 1.02722e+13 9.93882e+12
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 38.247071200000008 138.05000000000004 25.500000000000004 1.5000000000000002 134.05000000000004 6.5000000000000009 10.500000000000002 65.574968200000015 45.71452080000001 142.05000000000004 7.5000000000000009 38.97264950000001 247.90000000000001 56.288960650000007 30.260128500000004 168.45000000000002 20.507515800000004 134.05000000000004 247.90000000000001 1.5000000000000002 4.5000000000000009 149.05000000000004 37.374856000000008 59.838047850000002 30.226173900000003 247.90000000000001 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 28 17 5 6 -5 8 -8 -10 11 -11 13 -6 15 -14 -9 18 19 -4 26 22 23 -19 25 -24 -21 -28 29 -2
right_child=1 -3 3 4 12 -7 7 16 9 10 -12 -13 14 -15 -16 -17 -18 21 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.5943419682563609 -14600.119968377978 -724.99248828604323 -34972.141350446429 142612.10166666665 -115042.7853587963 -98975.315285326098 2821.6072408536584 -73657.118870192309 203889.64716796877 74787.752546296295 124983.2696484375 -116996.62656250001 128155.63260869565 18578.779036458334 7135.5647271315647 20939.029312193627 41177.962797619053 -43170.575646551726 -47968.123038194448 86292.166977163462 141638.91731770834 1147.9503898084763 -21606.205006602115 81110.805468750012 -125762.30377155173 -113824.20610795455 -44919.498909505208 69037.833613281255 -4654.5537274427816 -107918.3665625
leaf_weight=4033928 21 37526 28 30 27 23 41 26 32 27 20 20 23 24 1227 51 21 29 45 26 24 299 71 24 29 22 24 20 71 25
leaf_count=4033928 21 37526 28 30 27 23 41 26 32 27 20 20 23 24 1227 51 21 29 45 26 24 299 71 24 29 22 24 20 71 25
internal_value=0 -363.61 5407.13 7183.96 12488.2 40711.4 55516.9 41544.4 62994 87913.8 32522.4 -6822.62 7478.21 -52162 9816.15 54263.1 -22347.8 -5989.85 16813.4 40708.2 63251.3 -14023.9 -39946.1 13107.8 -62994.1 -43421.2 36375.5 6879.29 -28504.6 -65316.6
internal_weight=0 39876 2350 2233 1592 240 217 187 140 99 67 47 1352 51 1301 74 47 641 167 122 94 474 175 53 122 93 70 44 117 46
internal_count=4073804 39876 2350 2233 1592 240 217 187 140 99 67 47 1352 51 1301 74 47 641 167 122 94 474 175 53 122 93 70 44 117 46
is_linear=0
shrinkage=0.1


Tree=3401
num_leaves=31
num_cat=0
split_feature=4 0 0 6 5 1 6 0 2 0 0 0 1 4 6 0 6 6 1 6 6 1 7 1 0 1 0 0 6 1
split_gain=5.05856e+11 3.76776e+12 2.91666e+13 2.34931e+13 8.25172e+13 3.8061e+13 2.80117e+13 2.34396e+13 1.74604e+13 4.29989e+13 7.07911e+13 2.71839e+13 3.45144e+13 2.43978e+13 2.54374e+13 1.93523e+13 3.97628e+13 2.2841e+13 2.58968e+13 5.1653e+13 1.75652e+13 1.73762e+13 1.72537e+13 2.76522e+13 7.2136e+13 6.18481e+13 1.02909e+14 2.8231e+13 2.70887e+13 2.52424e+13
threshold=3.5000000000000004 55.79439725000001 55.775215600000003 83.820000000000007 3.5000000000000004 38.977585500000011 73.995000000000019 55.791814000000009 75.000000000000014 55.81943720000001 55.806294650000005 55.858844800000007 37.631035900000008 2.5000000000000004 68.00500000000001 55.883833400000007 103.03500000000001 110.01500000000001 49.030112300000006 149.05000000000004 55.015000000000008 49.692247900000005 6.0000000000000009 37.290808600000013 55.81943720000001 37.957884500000006 55.858844800000007 55.812023600000011 75.605000000000004 37.331232350000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 20 12 -11 -13 -15 16 21 -18 19 -19 -3 22 23 24 27 26 29 -10 -26 -25
right_child=-2 8 3 4 -6 6 -8 -9 15 11 -12 13 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=-3.9366323092174356 -8.7413445007905395 -52034.818689903848 2700.8264412961175 157961.29236145021 -74935.270635775858 -40597.274188439325 -114516.56845439189 -7373.089842295276 53217.181813557952 -8128.5986979166673 -163688.01153564453 37256.273807565791 167417.41787574405 -148923.80340909094 -1487.6304062500001 219.75229457748347 147843.20434027779 100351.51003196024 126663.85067471593 -118909.37883184524 65361.469750000004 -29882.019880792028 -3234.5309538215793 -215076.76110491075 12966.266318398335 6721.6858703170801 68629.460848214294 137700.87298728814 -77836.188368055547 -91902.884527439019
leaf_weight=155279 3837650 26 634 32 29 472 37 386 120 24 48 38 21 22 25 69964 27 22 22 21 25 145 1970 28 376 6190 35 59 36 41
leaf_count=155279 3837650 26 634 32 29 472 37 386 120 24 48 38 21 22 25 69964 27 22 22 21 25 145 1970 28 376 6190 35 59 36 41
internal_value=0 142.052 -141.917 -13617 47240 -16044.9 -29324.1 -25650.3 703.898 -26869 -76524.2 10945.4 73792.9 -22326.8 -70500.3 783.768 5123.93 70532.7 38419.1 -6729.39 5512.38 4455.31 5017.58 7378.75 28060.3 5436.78 -71039.8 81063.8 5032.07 -141886
internal_weight=0 236154 156869 1590 61 1529 895 858 79285 229 99 130 45 85 47 79056 9092 92 65 43 51 9000 8855 6885 591 6294 104 179 412 69
internal_count=4073804 236154 156869 1590 61 1529 895 858 79285 229 99 130 45 85 47 79056 9092 92 65 43 51 9000 8855 6885 591 6294 104 179 412 69
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=31
num_cat=0
split_feature=6 0 4 6 4 3 6 6 4 1 3 7 6 4 1 3 4 4 0 0 1 6 6 1 2 3 0 0 1 1
split_gain=4.91944e+11 3.53248e+12 9.06952e+12 1.64059e+13 1.39772e+13 1.29826e+13 5.53919e+12 5.25536e+12 2.01112e+13 1.84866e+13 1.48033e+13 9.7878e+12 9.6042e+12 6.11536e+12 5.70563e+12 4.97835e+12 9.22846e+12 4.76007e+12 5.17554e+12 1.12608e+13 1.27561e+13 7.56909e+12 6.83124e+12 7.74101e+12 6.81404e+12 6.1935e+12 4.74651e+12 1.84546e+13 3.7274e+13 3.51639e+13
threshold=102.04000000000001 43.051287600000009 15.500000000000002 149.05000000000004 14.500000000000002 10.500000000000002 118.04500000000002 104.01000000000001 11.500000000000002 47.386825600000002 5.5000000000000009 6.0000000000000009 103.03500000000001 2.5000000000000004 47.256487700000001 4.5000000000000009 16.500000000000004 2.5000000000000004 59.905532300000012 57.892117950000006 30.410676000000006 114.05000000000001 142.05000000000004 34.382014200000008 4395.5000000000009 1.5000000000000002 55.017684700000011 54.992080650000005 82.648284550000014 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 15 -7 8 9 -2 11 -11 -12 14 -9 -4 -17 18 19 -3 -21 24 25 -24 -20 -23 27 -19 -29 -30
right_child=1 17 3 -5 -6 6 -8 13 -10 10 12 -13 -14 -15 -16 16 -18 26 21 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=5.7153838643277606 -41113.404347826086 4081.0529748598733 -94357.744625000007 42542.733810763893 60230.225461647729 -20826.340872995479 40538.756119791673 18816.786277173913 -35961.124667553195 53225.467335464018 -30728.93958899457 133609.79484514508 59700.549247233073 3252.9781449756288 -39375.704910714288 -74488.059863281247 417.00770305765093 -757.33207975766527 100893.00305664062 -100129.17059659091 -6132.5631789434528 -58728.032883522734 -3830.8265625000004 76766.662997159103 18345.825156250001 18161.379921875003 125.35170559927121 108746.41878004809 -115752.60185546876 -10130.584743330619
leaf_weight=3966508 23 2304 25 36 44 38 24 23 47 33 23 28 24 2850 63 38 29 37306 20 22 42 22 26 22 20 20 61984 26 32 2102
leaf_count=3966508 23 2304 25 36 44 38 24 23 47 33 23 28 24 2850 63 38 29 37306 20 22 42 22 26 22 20 20 61984 26 32 2102
internal_value=0 -211.286 2985.87 -18233.3 4262.51 -32440.7 2927.89 3471.7 20156.1 40289.7 57625.6 90123.2 15447.8 2460.19 -23812.6 -56276.1 -42066.5 -314.261 3998.23 2931.73 -38443.9 23425 7338.62 33109.7 59619.4 -22114 -420.447 -1277.66 -10264.4 -11714.4
internal_weight=0 107296 3348 190 3158 154 62 3114 178 131 108 61 47 2936 86 92 67 103948 2498 2368 64 130 90 48 40 42 101450 39466 2160 2134
internal_count=4073804 107296 3348 190 3158 154 62 3114 178 131 108 61 47 2936 86 92 67 103948 2498 2368 64 130 90 48 40 42 101450 39466 2160 2134
is_linear=0
shrinkage=0.1


Tree=3403
num_leaves=31
num_cat=0
split_feature=5 0 4 4 0 3 1 6 4 1 3 6 3 3 0 1 6 6 1 1 6 6 6 4 1 1 1 0 0 1
split_gain=5.35337e+11 6.34465e+12 2.57707e+13 2.23109e+13 2.01872e+13 2.72426e+13 3.0184e+13 2.28085e+13 3.29473e+13 3.69426e+13 3.24649e+13 3.14931e+13 2.63039e+13 3.99573e+13 2.15695e+13 2.60165e+13 1.95431e+13 1.94665e+13 1.7931e+13 3.09181e+13 2.54965e+13 2.77106e+13 3.22178e+13 1.77054e+13 1.73194e+13 3.74892e+13 1.62324e+13 1.6118e+13 1.2884e+13 1.2426e+13
threshold=4.5000000000000009 59.950512650000007 17.500000000000004 12.500000000000002 59.905532300000012 8.5000000000000018 30.242318500000007 118.04500000000002 6.5000000000000009 30.303340300000002 3.5000000000000004 122.65000000000002 2.5000000000000004 1.5000000000000002 59.856552950000008 30.452677500000004 71.030000000000015 110.01500000000001 30.315889700000003 30.303340300000002 149.05000000000004 138.05000000000004 142.05000000000004 4.5000000000000009 30.260128500000004 30.315889700000003 30.362494150000003 59.933037250000005 59.939085000000013 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 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 16 14 6 -6 8 9 17 -9 -12 13 -11 -2 24 -3 27 19 28 21 26 -23 29 -16 -26 -20 -8 -13 -14
right_child=1 2 -4 -5 5 -7 7 10 -10 12 11 18 23 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.1582240163749193 425.5047121457705 80843.809453124995 60009.56621830778 -57791.044094913574 -93751.905946180559 87640.582145182299 6323.5629296875004 23990.204247510304 -60649.14090613163 107702.99660274622 -129238.94908854167 20818.165896552906 202898.96229492189 -31967.312507233801 -70991.029900568174 -141519.81266276044 -9110.1226074561655 65870.102823153415 -59494.787757272439 129185.81420454546 7546.6518528293927 -212711.93937499999 -51864.634161931819 69081.719854621173 114572.50849184784 -37881.174833622688 46156.108713942311 -99170.895200892861 -67850.14860733696 91427.055625000008
leaf_weight=4059415 12229 25 53 94 27 48 30 364 33 33 24 57 20 54 44 21 712 22 33 22 111 20 33 106 23 54 26 28 23 20
leaf_count=4059415 12229 25 53 94 27 48 30 364 33 33 24 57 20 54 44 21 712 22 33 22 111 20 33 106 23 54 26 28 23 20
internal_value=0 608.878 -7598.6 -11910.6 1146.12 13916 10657.5 13319.4 34386.7 44406.4 3096.08 -18696.1 64537.1 21011.1 -24.4475 -38774.2 -6058.77 -14224.2 -10532.9 24197.7 -26418.7 -60080.7 -112562 90473.9 -20942.3 7656.94 -12936.8 -44604.8 -4673.97 147163
internal_weight=0 14389 884 831 13505 1134 1086 1059 346 313 713 349 233 87 12371 142 737 80 325 102 223 112 53 146 121 77 59 58 80 40
internal_count=4073804 14389 884 831 13505 1134 1086 1059 346 313 713 349 233 87 12371 142 737 80 325 102 223 112 53 146 121 77 59 58 80 40
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=31
num_cat=0
split_feature=4 3 6 1 0 1 0 6 1 6 1 1 0 0 0 0 0 1 0 5 6 0 6 6 0 1 1 0 1 0
split_gain=5.02041e+11 4.09496e+12 7.75768e+12 2.13227e+13 3.43056e+13 3.25694e+13 1.95759e+13 3.55364e+13 1.72994e+13 1.69409e+13 1.22771e+13 2.08253e+13 1.21556e+13 1.30523e+13 1.37183e+13 1.77925e+13 1.72539e+13 3.46465e+13 1.1054e+13 8.12555e+12 7.71101e+12 1.48036e+13 2.57709e+13 1.23067e+13 1.97322e+13 1.22934e+13 1.53307e+13 1.049e+13 8.44224e+12 7.56676e+12
threshold=9.5000000000000018 8.5000000000000018 110.01500000000001 40.024897700000004 57.15297970000001 38.958307950000012 57.14107305000001 130.05000000000004 37.503969450000007 120.05000000000001 30.509101000000005 36.593086150000012 57.113979900000011 56.850115550000005 56.309668500000008 55.029726000000004 55.348830750000012 49.111590500000005 57.205086850000008 4.5000000000000009 101.02000000000002 54.962581500000006 103.03500000000001 100.05000000000001 55.883833400000007 49.195555600000006 37.46219940000001 55.039488700000007 65.493200550000012 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 12 -8 10 -7 -4 -12 13 14 15 19 -17 -18 -6 -5 23 29 28 -3 -25 26 -24 -27 -23 -22
right_child=-2 2 3 4 18 9 7 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=-10.552259302605481 32.698479163780959 -907.99401949334026 -14488.457459677418 -670.55340035354038 -121132.17671440972 50756.850455729174 161163.94132634945 -20701.317299107144 -39118.274161585367 176325.68551136367 144421.48482142857 25396.698733458226 -58781.802406754032 69643.990266927096 -47575.815078125001 98858.458995535722 116499.75577445653 -30472.215744767102 -31455.428376116077 -57440.196381022142 3616.3774229307437 -108114.00950520833 402.88891225961538 -8304.0748613911292 109825.31802884616 63770.007738095243 102410.14693244486 -15747.667482786543 -24860.001410543511 -47308.919866677992
leaf_weight=1830206 2181312 61151 31 158 27 21 22 21 41 22 21 49 31 30 50 35 23 53 28 30 37 21 26 31 26 21 34 79 29 138
leaf_count=1830206 2181312 61151 31 158 27 21 22 21 41 22 21 49 31 30 50 35 23 53 28 30 37 21 26 31 26 21 34 79 29 138
internal_value=0 -37.6887 -835.064 9686.25 -899.191 38753.3 8155.7 72346 15664.1 115001 37902.4 61104.1 1423.54 6347.99 907.074 9014.58 40761.4 14006.1 -75478.6 -9729.54 -953.442 -15061.4 2839 -864.702 45579.5 22422 58207 951.044 -59826.7 -36541.9
internal_weight=0 1.89249e+06 62286 693 508 185 453 43 142 43 101 70 410 379 349 299 111 76 55 188 61593 385 210 61208 57 160 60 100 50 175
internal_count=4073804 1892492 62286 693 508 185 453 43 142 43 101 70 410 379 349 299 111 76 55 188 61593 385 210 61208 57 160 60 100 50 175
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=31
num_cat=0
split_feature=6 1 1 0 5 4 6 4 0 4 6 1 4 3 6 3 4 6 6 0 6 3 4 6 6 3 6 4 6 0
split_gain=4.77639e+11 5.02837e+12 1.64422e+13 2.98644e+13 4.90756e+13 7.36476e+13 5.26608e+13 4.57296e+13 5.3921e+13 7.57867e+13 5.01079e+13 4.89514e+13 4.23126e+13 4.20349e+13 5.2917e+13 3.58888e+13 3.34325e+13 2.91987e+13 3.53407e+13 2.90249e+13 3.60209e+13 2.27546e+13 3.30645e+13 2.34143e+13 2.19376e+13 3.82789e+13 5.46638e+13 3.10938e+13 3.6008e+13 4.5471e+13
threshold=53.310000000000009 30.303340300000002 30.157841000000001 59.91832440000001 2.5000000000000004 7.5000000000000009 69.015000000000015 17.500000000000004 59.848366150000011 16.500000000000004 77.010000000000005 30.277905650000005 18.500000000000004 3.5000000000000004 125.02000000000002 4.5000000000000009 15.500000000000002 87.395000000000024 60.005000000000003 59.882709350000006 65.805000000000021 3.5000000000000004 4.5000000000000009 73.995000000000019 116.05000000000001 4.5000000000000009 118.04500000000002 5.5000000000000009 134.05000000000004 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 16 13 15 12 -12 14 17 -9 -6 18 -10 -4 -21 22 -8 -24 -5 26 -26 28 29 -28
right_child=1 -3 3 24 7 -7 21 10 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-29.520914671670301 856.03131632142913 77.257863030986812 -7507.0986181810767 -48.56127764603027 4091.1296164805558 -9115.4187324029353 -66576.299790142963 -10379.922631835938 -33357.010517578128 -76505.151114169028 86861.952343750003 118615.87035472973 -8577.7054561915193 -19338.087184637843 110619.33699048914 88885.227006722766 47716.3905142558 -25982.163663625881 20171.253280525318 -66734.201007024079 70397.682700892852 -52029.208468750003 -109953.10000000001 -251404.86618750004 -95457.116207107843 4696.0365726246555 -97042.390722656259 2673.5157120075637 -4733.0445211270962 19500.521732954545
leaf_weight=2336845 36065 1656323 287 32736 1859 3764 47 48 150 176 51 37 521 1616 46 151 194 293 694 218 21 75 22 25 102 714 140 376 164 44
leaf_count=2336845 36065 1656323 287 32736 1859 3764 47 48 150 176 51 37 521 1616 46 151 194 293 694 218 21 75 22 25 102 714 140 376 164 44
internal_value=0 39.7164 -731.413 -2015.91 -6739.07 -14637.8 -44546.2 -704.019 -4252.56 -12855.2 21377.7 7142.47 -68.2255 -8852.92 5470 64941.9 8213.54 1215.94 10657.9 -28943.4 -54685 -93108.7 -125885 -185193 -597.276 -12261.4 -26919.5 -17263.7 -38805 -69173.4
internal_weight=0 1.73696e+06 80636 44571 10295 4459 695 5836 5028 2975 808 609 572 2799 1183 199 2053 1137 844 526 239 169 94 47 34276 1540 826 724 348 184
internal_count=4073804 1736959 80636 44571 10295 4459 695 5836 5028 2975 808 609 572 2799 1183 199 2053 1137 844 526 239 169 94 47 34276 1540 826 724 348 184
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 4 0 3 6 0 0 2 0 4 6 4 4 0 6 3 6 1 0 0 0 6 0 4 4 3
split_gain=5.09669e+11 2.40093e+13 4.76241e+13 3.89885e+13 3.34378e+13 4.02731e+13 3.13292e+13 4.5504e+13 2.44179e+13 3.76801e+13 2.3773e+13 3.38434e+13 2.02924e+13 5.36211e+13 3.0737e+13 1.87748e+13 1.87124e+13 2.23213e+13 1.81732e+13 5.12194e+13 1.75577e+13 1.70622e+13 2.49969e+13 4.38001e+13 3.18589e+13 5.13025e+13 3.06719e+13 7.14578e+13 3.44835e+13 4.40998e+13
threshold=38.430814800000007 38.247071200000008 55.768246800000007 97.020000000000024 46.323575350000006 5.5000000000000009 55.568628050000008 5.5000000000000009 54.990000000000002 55.390026600000006 55.812023600000011 2599.0000000000005 55.850146250000009 10.500000000000002 75.605000000000004 18.500000000000004 16.500000000000004 54.810424650000009 81.02500000000002 12.500000000000002 87.015000000000015 38.166910000000009 56.288960650000007 55.579943700000008 55.390026600000006 79.015000000000015 56.309668500000008 14.500000000000002 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 21 3 4 5 -3 7 -5 -6 15 -4 12 20 -14 -15 16 17 -10 -11 -20 -12 -1 23 24 25 -23 28 -28 29 -24
right_child=-2 2 10 6 8 -7 -8 -9 9 18 11 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=48.726258939648815 -23.021357531839797 -17345.799555150876 -19294.16574810529 -22958.790477611401 6754.8160903167591 112005.19969531252 61727.590176930156 -142979.79358108109 12757.894751736774 27003.823658166424 -69.258435663830639 -14085.038639839844 7347.444716722689 52265.432145579274 175982.94233398439 -47994.490555245538 87807.408278729839 -26264.929405517581 95884.39050314964 -55466.172795758932 -72778.48052619485 -6000.9103940726536 -23226.997591939788 -10341.779103725748 5994.8712877115895 -84221.980517578137 66.069781957618417 -125230.90121343086 -28013.778776719835 33389.29174781817
leaf_weight=1181580 2861586 647 861 216 5899 25 34 37 1748 1091 1432 1287 905 123 24 56 31 160 111 28 34 1777 164 7139 4234 88 1442 47 144 854
leaf_count=1181580 2861586 647 861 216 5899 25 34 37 1748 1091 1432 1287 905 123 24 56 31 160 111 28 34 1777 164 7139 4234 88 1442 47 144 854
internal_value=0 54.3447 4064.4 7929.93 8994.29 -12533.6 -28399.3 -40511.3 10579.9 17576.4 -4288.83 -893.407 5849.1 16446.5 72464.2 9089.1 10737.7 9485.54 31342.5 65396.5 -1755.56 4.95362 -3250.18 -5025.14 1198.09 -9691.77 5613.23 -3888.91 17789.4 24268.4
internal_weight=0 1.21222e+06 14749 10083 9796 672 287 253 9124 3225 4666 3805 2518 1052 147 1995 1939 1908 1230 139 1466 1.19747e+06 15889 13238 6099 1865 2651 1489 1162 1018
internal_count=4073804 1212218 14749 10083 9796 672 287 253 9124 3225 4666 3805 2518 1052 147 1995 1939 1908 1230 139 1466 1197469 15889 13238 6099 1865 2651 1489 1162 1018
is_linear=0
shrinkage=0.1


Tree=3407
num_leaves=31
num_cat=0
split_feature=6 0 0 6 3 6 4 4 6 1 4 3 3 6 4 4 4 1 1 1 3 5 3 7 1 4 0 1 0 1
split_gain=5.12211e+11 3.93869e+12 1.00548e+13 8.72691e+12 1.9872e+13 1.39527e+13 1.85372e+13 1.84665e+13 1.66093e+13 2.23024e+13 2.6022e+13 1.6393e+13 2.67149e+13 1.60963e+13 1.48256e+13 2.9878e+13 1.56506e+13 2.33857e+13 2.29607e+13 2.05461e+13 1.7891e+13 1.42425e+13 1.31813e+13 1.26673e+13 1.85437e+13 1.13347e+13 1.60135e+13 2.07126e+13 1.09533e+13 1.83877e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 41.005000000000003 6.5000000000000009 40.490000000000002 3.5000000000000004 23.500000000000004 40.205000000000005 30.345769800000003 8.5000000000000018 16.500000000000004 13.500000000000002 40.610000000000007 17.500000000000004 13.500000000000002 8.5000000000000018 30.472130500000002 30.315889700000003 30.277905650000005 1.5000000000000002 1.5000000000000002 11.500000000000002 6.0000000000000009 30.315889700000003 19.500000000000004 59.963561900000009 30.362494150000003 59.990753350000013 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 14 -3 10 -10 12 -9 -14 15 16 18 -18 19 -8 -20 23 -12 -17 -25 26 -5 -28 29 -6
right_child=-2 2 -4 4 28 6 7 11 9 -11 22 -13 13 -15 -16 21 17 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.28602541013493171 -24.343597290995991 1738.9158684214251 -271.32387308798366 24954.319778340967 -50696.346987304685 -71122.739815848225 4126.0398046875007 -9441.1131348509898 -116644.20141601562 3424.0432721567677 -42340.9096648298 18105.67959380279 -159029.6950284091 -38062.930761718751 30005.472483343481 3409.662362701114 36627.535264478211 -13730.306796567076 108790.89676846593 -79764.13168484671 11055.572771926154 63924.645109049481 10805.764891183037 -59927.897392406805 -4869.2183793501417 -28779.372110804121 -33463.769253849641 30238.886916473766 13560.715884294181 -11365.691165196011
leaf_weight=1200103 2768799 44706 56246 331 180 28 65 143 36 273 140 111 22 22 462 202 545 111 22 53 126 24 70 114 132 82 138 81 87 350
leaf_count=1200103 2768799 44706 56246 331 180 28 65 143 36 273 140 111 22 22 462 202 545 111 22 53 126 24 70 114 132 82 138 81 87 350
internal_value=0 51.6493 639.256 1691.88 -6559.03 1909.26 9719.6 10770.5 1532.43 -16253.9 -38091.5 -12336.9 -30407 -98546.3 14480.6 9335.34 19810.2 28106.6 -650.017 -33553.4 25583.8 -11126.2 -24625.4 -15146.8 -30384.2 5903.99 11075 -9902.51 -19325 -24723.3
internal_weight=0 1.305e+06 104902 48656 1249 47407 2182 2154 45225 519 246 298 187 44 1856 1394 922 656 266 118 148 472 210 448 246 632 550 219 617 530
internal_count=4073804 1305005 104902 48656 1249 47407 2182 2154 45225 519 246 298 187 44 1856 1394 922 656 266 118 148 472 210 448 246 632 550 219 617 530
is_linear=0
shrinkage=0.1


Tree=3408
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 0 5 6 6 4 4 6 6 5 4 1 0 0 1 0 4 1 0 6 7 1 0 1 6 4
split_gain=5.04098e+11 1.00237e+13 2.02099e+13 2.98313e+13 3.21919e+13 1.8251e+13 1.12486e+13 1.0849e+13 8.97345e+12 1.02801e+13 1.196e+13 8.5256e+12 8.46723e+12 9.22565e+12 8.0918e+12 3.5544e+13 4.45946e+13 4.11384e+13 5.39471e+13 6.65426e+13 3.5997e+13 3.2301e+13 4.75163e+13 3.12016e+13 3.15811e+13 2.92701e+13 8.39272e+13 1.41939e+14 6.28556e+13 2.96786e+13
threshold=82.648284550000014 72.839788400000018 9.5000000000000018 55.014210500000011 103.03500000000001 55.043091000000011 2.5000000000000004 24.030000000000005 68.00500000000001 10.500000000000002 12.500000000000002 80.720000000000013 76.605000000000004 2.5000000000000004 16.500000000000004 82.901648750000021 55.050541250000002 55.012912000000007 82.895858600000011 55.043091000000011 17.500000000000004 82.895858600000011 55.055052800000006 38.605000000000011 6.0000000000000009 82.918694400000007 55.061158000000006 82.911604200000014 156.15000000000003 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 7 4 6 -5 -4 -3 -7 -10 11 -11 13 -12 -2 16 17 20 -19 -20 -16 22 -18 24 -23 26 28 -28 29 -17
right_child=14 2 3 5 -6 8 -8 -9 9 10 12 -13 -14 -15 15 25 21 18 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.7653971799708792 185.77259280120381 23877.554090770776 12632.057262599781 -76235.529156691031 136314.77602163464 6647.9740827558489 47342.908000373842 -4309.8650275457121 38677.737074318917 2817.85302734375 -5804.0484951587432 -61731.733197985195 9891.6468641653573 -61285.483771306826 -9895.7251534274692 7796.8258146724738 78154.998536305153 -299.76985054769114 40147.080072092183 -12734.116525313042 4891.7547615357016 47471.840167666152 -4653.5601765624997 -20515.8931371373 -18220.540130898178 -560.8892567262468 12083.129608657711 85202.595598962507 -160921.52356770833 -2985.4937171725928
leaf_weight=3126382 797391 138 345 31 26 988 128 12956 39 28 94 76 169 44 7068 4104 85 5066 777 343 2146 142 375 3116 151 102464 2049 305 24 6754
leaf_count=3126382 797391 138 345 31 26 988 128 12956 39 28 94 76 169 44 7068 4104 85 5066 777 343 2146 142 375 3116 151 102464 2049 305 24 6754
internal_value=0 -19.1639 -2592.7 6855.84 27980.2 -319.834 22025.3 -4012.79 1316.73 -10388.3 -15044.2 -44353 -5115.48 -23493.8 64.5699 -651.49 -4628.01 -2216.72 4091.15 23952.2 -6451.63 -14225.8 10648 -17582.2 13616.7 10.771 4436.17 21557 732.589 1089.9
internal_weight=0 3.14144e+06 15062 1968 499 1469 473 13094 1438 450 411 104 307 138 932360 134969 19269 15400 6186 1120 9214 3869 460 3409 293 115700 13236 2354 10882 10858
internal_count=4073804 3141444 15062 1968 499 1469 473 13094 1438 450 411 104 307 138 932360 134969 19269 15400 6186 1120 9214 3869 460 3409 293 115700 13236 2354 10882 10858
is_linear=0
shrinkage=0.1


Tree=3409
num_leaves=31
num_cat=0
split_feature=4 0 0 3 1 0 6 5 1 6 6 5 6 6 4 6 6 4 6 1 6 6 6 1 1 6 6 1 1 6
split_gain=4.96634e+11 4.23031e+12 1.75301e+13 2.91198e+13 2.79124e+13 2.24496e+13 2.88433e+13 3.84625e+13 4.33449e+13 3.0909e+13 2.47341e+13 2.31818e+13 3.86149e+13 4.43443e+13 2.31632e+13 2.19801e+13 2.82594e+13 2.10788e+13 2.71804e+13 5.70232e+13 4.81187e+13 4.20808e+13 3.27737e+13 4.42114e+13 3.2243e+13 3.27746e+13 3.07602e+13 2.87662e+13 2.94283e+13 2.31914e+13
threshold=5.5000000000000009 55.649510000000014 55.775215600000003 1.5000000000000002 36.049731800000011 55.79439725000001 46.010000000000012 1.5000000000000002 49.095306150000006 168.45000000000002 99.050000000000011 2.5000000000000004 81.705000000000013 88.00500000000001 3.5000000000000004 122.65000000000002 118.04500000000002 3.5000000000000004 57.410000000000004 37.600779750000008 87.395000000000024 71.715000000000018 74.015000000000015 37.924401400000008 37.425454150000007 66.50500000000001 97.020000000000024 37.729575300000008 37.631035900000008 95.045000000000016
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 -1 3 17 -5 6 -4 8 -8 10 11 12 -9 -14 -10 16 -12 -3 -19 20 21 24 27 29 -20 -26 -22 28 -21 -24
right_child=-2 2 5 4 -6 -7 7 9 14 -11 15 -13 13 -15 -16 -17 -18 18 19 22 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-108.94303983140283 -21.832415691027968 -407.9863955305583 -9746.1734289754368 -79749.110828488367 870.84574318435807 195.16460491881486 -41115.953220152245 4036.3822473389373 -17372.597734375002 -109115.23545673078 31915.71799946879 -9448.7666993798775 195041.75905230979 -1325.9360733695653 100820.3195805815 -309.60982612002215 139938.25064808241 6433.4844711170899 22797.317843246463 -16106.784256417413 247912.23320312501 -10459.379429183469 -96861.428447138809 9736.5568395429527 81349.434619140637 225223.46824218752 81526.505218750011 15562.674948301243 104034.20819270833 5573.7434475806458
leaf_weight=659999 2928705 2863 5170 43 33551 432035 39 1745 20 26 91 1894 23 23 97 113 33 5687 72 28 20 93 77 237 76 20 25 893 75 31
leaf_count=659999 2928705 2863 5170 43 33551 432035 39 1745 20 26 91 1894 23 23 97 113 33 5687 72 28 20 93 77 237 76 20 25 893 75 31
internal_value=0 55.8386 280.031 2188.37 767.653 90.6669 -4777.42 1481.94 50183.3 -442.427 277.994 -1735.96 6420.41 96857.9 80616.4 31592 60663.7 6868.92 9709.63 21022 59974.2 43508.5 12133.5 -14428.9 73383.5 111323 155476 21334.4 71374.5 -67458.7
internal_weight=0 1.1451e+06 485100 43791 33594 441309 9274 4104 156 3948 3922 3685 1791 46 117 237 124 10197 7334 1647 306 261 1341 345 168 96 45 996 103 108
internal_count=4073804 1145099 485100 43791 33594 441309 9274 4104 156 3948 3922 3685 1791 46 117 237 124 10197 7334 1647 306 261 1341 345 168 96 45 996 103 108
is_linear=0
shrinkage=0.1


Tree=3410
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 1 0 7 3 4 1 5 6 5 6 1 4 3 0 4 6 3 1 4 6 5 6 4 1 3
split_gain=5.82503e+11 3.52031e+12 3.42218e+12 8.57708e+12 1.56945e+13 1.7048e+13 1.93097e+13 2.22917e+13 1.43471e+13 1.3036e+13 2.79741e+13 1.14411e+13 1.10245e+13 9.98241e+12 1.48092e+13 2.68831e+13 2.66825e+13 1.59731e+13 1.7054e+13 2.57594e+13 1.46709e+13 1.1954e+13 1.1341e+13 1.04036e+13 9.73921e+12 2.31283e+13 2.92594e+13 2.33632e+13 2.2736e+13 1.57503e+13
threshold=54.94110555000001 35.500000000000007 54.86311005000001 13.500000000000002 82.956351500000011 82.981285100000022 54.916864950000011 6.0000000000000009 18.500000000000004 14.500000000000002 83.086354900000018 1.5000000000000002 44.010000000000012 4.5000000000000009 134.05000000000004 83.050033500000012 6.5000000000000009 3.5000000000000004 54.916864950000011 5.5000000000000009 130.05000000000004 3.5000000000000004 52.061190950000004 5.5000000000000009 81.02500000000002 2.5000000000000004 95.045000000000016 5.5000000000000009 37.425454150000007 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 13 11 8 7 9 -6 -7 -11 -5 -9 14 20 17 -17 -16 -19 -20 24 -22 -15 -24 -4 27 28 -26 -27 -30
right_child=-2 -3 3 4 5 6 -8 12 -10 10 -12 -13 -14 22 15 16 -18 18 19 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=24.906398559422222 -25.903892650094264 -28895.467331659223 1179.5480241651796 -1570.0567562809269 14038.377454536747 -9428.1397879464294 -6487.2158938962102 -25889.702014973958 -27715.83822187944 -16160.072247023811 121789.29861288267 -12628.894740540964 13176.399599169123 -82540.433812500007 -20053.030410357605 169228.71942934784 31341.380034722228 -36306.377976190473 147939.64918619793 11781.716219815342 -88063.116714015152 9913.6841796875015 37677.319452582466 -21211.413175862632 19640.356985134549 -19290.617729803856 1132.4294381778918 -52878.391462654901 23171.45194827886 56719.970672851574
leaf_weight=1254595 2772653 42 36076 1983 1269 21 2225 90 88 21 49 1771 366 25 97 23 36 21 24 33 33 20 36 180 72 94 1079 116 466 200
leaf_count=1254595 2772653 42 36076 1983 1269 21 2225 90 88 21 49 1771 366 25 97 23 36 21 24 33 33 20 36 180 72 94 1079 116 466 200
internal_value=0 55.1992 56.1337 898.41 -2107.67 2146.88 -2348.93 14484.1 11330.7 59673.9 80404.5 -6787.21 5465.98 1511.83 1639.19 26719.3 85094.1 7038.69 40729.7 69111.4 1485.38 -51090.7 -18776.7 -11396.6 1558.51 8303.24 11718.6 -25105.3 26748.1 33246.1
internal_weight=0 1.30115e+06 1.30111e+06 46514 7883 4129 2772 547 1357 91 70 3754 456 38631 38390 234 59 175 78 57 38156 53 241 216 38103 2027 1839 188 760 666
internal_count=4073804 1301151 1301109 46514 7883 4129 2772 547 1357 91 70 3754 456 38631 38390 234 59 175 78 57 38156 53 241 216 38103 2027 1839 188 760 666
is_linear=0
shrinkage=0.1


Tree=3411
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 0 0 4 4 4 6 6 4 5 6 0 0 3 0 0 4 4 3 6 6 3 3 4 6 1
split_gain=5.36065e+11 6.25393e+12 1.36317e+13 2.68147e+13 2.09668e+13 1.93812e+13 1.64154e+13 2.85584e+13 2.07519e+13 1.60698e+13 1.51484e+13 1.70947e+13 1.73022e+13 1.45747e+13 1.7722e+13 1.37545e+13 1.49699e+13 3.20287e+13 1.34595e+13 2.39084e+13 3.12912e+13 3.62075e+13 3.77829e+13 4.56581e+13 2.91411e+13 1.89493e+13 3.20391e+13 1.97604e+13 1.89749e+13 3.9617e+13
threshold=4.5000000000000009 45.126607350000008 39.723160900000003 39.749243900000003 38.989878900000008 57.634352600000007 44.249882500000005 11.500000000000002 12.500000000000002 1.5000000000000002 122.65000000000002 189.00000000000003 4.5000000000000009 8.5000000000000018 247.90000000000001 44.601833250000006 44.739668300000005 8.5000000000000018 45.022979600000006 45.00849250000001 15.500000000000002 5.5000000000000009 3.5000000000000004 130.05000000000004 168.45000000000002 10.500000000000002 13.500000000000002 2.5000000000000004 156.15000000000003 39.689978950000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 7 13 -8 -6 -7 12 -12 14 -5 -2 17 -17 19 20 21 22 23 -11 -21 27 -27 -20 29 -29
right_child=1 -3 3 5 9 10 8 -9 -10 18 11 -13 -14 -15 -16 16 -18 -19 25 24 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.1596960184498402 -48059.083609250993 2839.5342535918871 -58160.132042410718 8419.5225128718794 -69724.745632102276 -10870.222397017045 -22248.906419907515 -101689.49852905274 26127.68743767016 -55567.894078125006 42604.632197627318 3653.7359598214289 163631.0930059524 -73650.557187500002 86601.059828629033 87509.705374710655 -1770.948458473729 -37537.85583200166 58404.177786959139 35323.311107336958 -61167.856977539072 105728.98417585784 -104025.11492187501 127414.54135416668 164716.43337053573 148877.29118546197 20981.756535570552 29349.513345914278 -34263.751611024847 -56013.928586832684
leaf_weight=4059415 63 6710 105 448 22 55 850 24 99 25 27 35 21 20 31 54 4885 33 52 46 40 51 25 30 28 23 132 222 161 72
leaf_count=4059415 63 6710 105 448 22 55 850 24 99 25 27 35 21 20 31 54 4885 33 52 46 40 51 25 30 28 23 132 222 161 72
internal_value=0 609.291 -1339.52 -9196.58 919.843 -6003.3 -9362.71 4862.37 -17202.2 14723.3 29830.4 56800.7 95553.7 9987.11 13479.3 -1627.02 -1038.68 40077.9 16771.7 36795.9 16246.1 39883.9 -2092.36 44240.7 84282.9 9360.89 39959.8 6.19791 -6667.86 8444.18
internal_weight=0 14389 7679 1715 5964 1610 1472 523 949 929 138 83 48 499 479 5035 4972 87 907 245 171 131 80 55 74 662 155 507 455 294
internal_count=4073804 14389 7679 1715 5964 1610 1472 523 949 929 138 83 48 499 479 5035 4972 87 907 245 171 131 80 55 74 662 155 507 455 294
is_linear=0
shrinkage=0.1


Tree=3412
num_leaves=31
num_cat=0
split_feature=5 3 4 6 0 1 3 1 0 4 5 2 4 3 4 3 6 1 0 1 0 6 2 5 6 6 2 3 4 6
split_gain=5.60472e+11 2.86709e+12 4.77703e+12 1.37872e+13 6.87504e+12 1.26257e+13 1.16688e+13 5.90714e+12 3.02171e+12 1.69994e+12 1.42489e+12 5.67936e+12 4.97701e+12 1.18793e+13 8.34483e+12 9.54076e+12 9.06194e+12 6.63537e+12 1.15658e+13 1.05103e+13 3.96814e+12 3.81158e+12 6.06227e+11 5.59666e+11 6.18659e+12 2.58589e+13 2.24721e+13 2.17986e+13 3.67968e+13 3.31316e+13
threshold=7.5000000000000009 12.500000000000002 7.5000000000000009 142.05000000000004 54.707511300000007 37.475446350000006 2.5000000000000004 30.345769800000003 56.105603650000006 9.5000000000000018 6.5000000000000009 6877.0000000000009 15.500000000000002 5.5000000000000009 6.5000000000000009 1.5000000000000002 247.90000000000001 39.712886600000012 55.806294650000005 47.17130860000001 59.933037250000005 189.00000000000003 2851.5000000000005 4.5000000000000009 108.05000000000001 104.01000000000001 2561.0000000000005 12.500000000000002 19.500000000000004 81.02500000000002
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=10 2 4 8 6 7 -2 -6 9 22 23 12 13 14 15 -12 17 18 -17 -19 -20 -15 -4 -1 25 27 -27 28 -25 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 21 -16 16 -18 19 20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.9437229363126474 -4016.6111562500005 38338.494633152171 17860.974804687499 -81143.584912109378 -22.462144886363639 -52907.536572265628 93602.691634114599 67822.724972098222 36684.833003373577 -29585.038913690474 50703.314283854168 -48123.305520833339 -38236.893502987128 22042.702828125002 -66020.338600852279 57283.207528409097 49845.709998139879 -106097.910625 -4056.4688693576391 -4805.840908668155 -53300.504348958333 79832.609300595243 -6760.7101855468754 672.30593990088164 2089.5025429591501 -75488.20896205357 -14939.685407100778 -1847.9990032327587 -69622.779327713812 115596.46697789634
leaf_weight=4059415 25 23 20 24 33 32 24 21 22 21 30 30 34 25 22 22 21 20 36 21 30 21 20 3690 9384 70 493 58 76 41
leaf_count=4059415 25 23 20 24 33 32 24 21 22 21 30 30 34 25 22 22 21 20 36 21 30 21 20 3690 9384 70 493 58 76 41
internal_value=0 4598.75 1392.08 -14389.3 13900.3 -3133.78 43796.9 26361.8 4913.08 -6545.58 -0.299166 -6757.97 -2357.41 2561.56 -7882.61 -776.883 -11072.9 -20989.9 -5509.29 -54216.6 -26440.1 48425.1 5550.13 0.218457 635.694 -2445.28 -22467.9 471.345 -746.288 46790.6
internal_weight=0 265 242 107 135 86 49 54 83 61 4.07354e+06 312 282 248 202 180 150 129 88 41 66 46 40 4.07323e+06 13812 4428 563 3865 3766 99
internal_count=4073804 265 242 107 135 86 49 54 83 61 4073539 312 282 248 202 180 150 129 88 41 66 46 40 4073227 13812 4428 563 3865 3766 99
is_linear=0
shrinkage=0.1


Tree=3413
num_leaves=31
num_cat=0
split_feature=6 3 1 6 0 6 0 1 5 1 7 6 6 2 3 0 1 3 6 0 1 0 3 4 5 1 1 6 1 5
split_gain=5.96261e+11 7.01946e+12 1.63345e+13 2.03601e+13 2.11591e+13 1.5893e+13 3.79734e+13 3.6756e+13 1.275e+13 1.04251e+13 9.85512e+12 1.90103e+13 3.10686e+13 1.89167e+13 1.39369e+13 1.60592e+13 2.02301e+13 1.52232e+13 1.34267e+13 3.16978e+13 1.59403e+13 1.53639e+13 9.29739e+12 8.69347e+12 1.84033e+13 1.49597e+13 1.00872e+13 1.0415e+13 2.06814e+13 3.5442e+13
threshold=125.02000000000002 20.500000000000004 38.927872750000006 156.15000000000003 55.595177750000005 134.05000000000004 55.728148450000006 37.442254400000003 3.5000000000000004 37.401708450000008 6.0000000000000009 130.05000000000004 128.05000000000004 2828.5000000000005 28.500000000000004 45.040161900000008 39.029038350000008 24.500000000000004 156.15000000000003 55.026775150000006 82.948524700000021 56.818587550000011 22.500000000000004 24.500000000000004 1.5000000000000002 30.315889700000003 30.362494150000003 130.05000000000004 60.590708550000009 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 23 3 4 -3 6 -6 8 -8 -7 11 12 -4 -12 15 16 -13 -18 19 -17 -20 -21 -15 -2 -25 -26 -27 28 29 -28
right_child=1 2 10 -5 5 9 7 -9 -10 -11 13 14 -14 22 -16 18 17 -19 20 21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=3.8037290729990638 -351.08993684749373 114707.04434151787 -35689.017047991074 -29047.381216755319 -101449.00225000001 122016.3409016927 35303.929136618586 157182.82445312501 -59904.535866477272 34228.507106854835 101522.45466974433 -32207.424590773811 103927.69972550677 26300.336346299911 64557.3185324929 -111688.79094860601 101307.17660845589 -6982.0647309802825 -17173.954310427936 -8474.6385196461397 69193.039973958337 -98548.535724431829 -686.83714892967419 71963.580622209818 68354.035481770843 -78452.221812855118 18252.591997629188 -4852.7837495349704 -63107.429447710398 -57586.618823740435
leaf_weight=4033928 36954 35 28 47 25 24 39 20 22 31 22 42 37 180 22 51 34 21 195 136 24 22 439 28 24 22 166 987 101 98
leaf_count=4033928 36954 35 28 47 25 24 39 20 22 31 22 42 37 180 22 51 34 21 195 136 24 22 439 28 24 22 166 987 101 98
internal_value=0 -384.792 6335.41 30063.3 44237.8 28918.4 6286.65 39538.4 966.45 72535.9 1733.76 -7342.54 43785.1 10399.4 -13418 -16685.6 20052.7 59960.4 -25011.8 -43142.3 -7709.08 -21016.6 7160.81 -646.737 -8308.26 -9915.99 -11283.2 -10190.2 -24623 -9899.84
internal_weight=0 39876 1496 243 196 161 106 81 61 55 1253 612 65 641 547 525 97 55 428 209 219 158 619 38380 1426 1398 1374 1352 365 264
internal_count=4073804 39876 1496 243 196 161 106 81 61 55 1253 612 65 641 547 525 97 55 428 209 219 158 619 38380 1426 1398 1374 1352 365 264
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=31
num_cat=0
split_feature=3 5 6 0 6 2 1 4 4 7 6 1 1 2 0 0 1 0 1 6 3 0 1 0 6 4 7 1 0 0
split_gain=5.11453e+11 4.76001e+12 1.59235e+13 4.35558e+13 1.63035e+13 2.99493e+13 2.19369e+13 1.30188e+13 2.1102e+13 3.85111e+13 2.01434e+13 1.86997e+13 3.02798e+13 1.78565e+13 1.60184e+13 3.11792e+13 1.56889e+13 1.45861e+13 4.62068e+13 1.8428e+13 2.58093e+13 3.22004e+13 1.4496e+13 1.27263e+13 4.4832e+13 1.24179e+13 1.22587e+13 3.7235e+13 2.59043e+13 1.17758e+13
threshold=14.500000000000002 2.5000000000000004 68.00500000000001 43.6005307 67.91500000000002 6680.0000000000009 38.977585500000011 19.500000000000004 16.500000000000004 6.0000000000000009 48.810000000000009 37.46219940000001 37.234509300000006 75.000000000000014 60.034792100000011 59.963561900000009 30.260128500000004 55.728148450000006 37.740454950000007 59.815000000000005 15.500000000000002 55.876067900000002 82.948524700000021 60.034792100000011 63.855000000000011 15.500000000000002 6.0000000000000009 30.323041000000003 59.939085000000013 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 12 16 -11 15 26 -5 18 -13 -19 21 -21 -15 -9 -25 -4 27 -12 -28 -22
right_child=1 2 25 4 5 -7 -8 23 10 13 14 17 -14 22 -16 -17 -18 19 -20 20 29 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-10.270073733914471 -66.234079248787793 132602.86669560184 -13798.274468683961 -86412.680078125006 58594.142179558083 118406.31843039773 -4762.5032946777346 -556.63152416836908 -33697.880046452708 102330.79012276785 160326.58257068452 -142607.01338205647 -166267.25216619321 4304.2505532506002 -53646.1465786638 103299.15276041668 13393.227213541666 -77927.756132812501 -7410.1512474338515 171053.55327380952 -84522.854687500003 19984.151711823222 72055.050440705134 -6308.9253413759434 161345.08188920456 550.32030052578796 13934.253006175488 24613.931991475798 -80981.997708333336 9856.0032451923089
leaf_weight=3758080 255517 27 610 28 83 33 160 3390 74 28 21 31 22 166 29 45 36 20 137 21 20 43 39 58 22 53761 692 542 30 39
leaf_count=3758080 255517 27 610 28 83 33 160 3390 74 28 21 31 22 166 29 45 36 20 137 21 20 43 39 58 22 53761 692 542 30 39
internal_value=0 122.245 922.147 5886.03 5297.05 29017.1 16877.8 4113.84 10404.8 -4848.5 17110.8 -23789.6 -65061.4 27424.5 19877.4 21480.5 -30271.9 -12376.8 -32357.2 11096.6 25572.1 69553.8 17193.4 373.687 39795.9 389.34 18615.3 29676 9990.36 -22136.8
internal_weight=0 315724 60207 5836 5809 276 243 5533 2063 630 1433 397 86 233 1359 1330 64 311 168 143 123 64 205 3470 80 54371 1285 563 722 59
internal_count=4073804 315724 60207 5836 5809 276 243 5533 2063 630 1433 397 86 233 1359 1330 64 311 168 143 123 64 205 3470 80 54371 1285 563 722 59
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=31
num_cat=0
split_feature=6 6 4 0 4 1 0 4 0 5 1 1 0 0 4 1 1 0 6 1 0 0 3 6 1 6 6 4 0 3
split_gain=5.36928e+11 4.59175e+12 7.69073e+12 2.06199e+13 1.60572e+13 3.65216e+13 2.47893e+13 2.95028e+13 2.66643e+13 2.32517e+13 5.88334e+13 7.01229e+13 2.08011e+13 3.00514e+13 2.7444e+13 1.92681e+13 5.70524e+13 1.83729e+13 1.59025e+13 1.38823e+13 1.29027e+13 1.27362e+13 2.36271e+13 1.22708e+13 1.09507e+13 1.04628e+13 1.01242e+13 3.01365e+13 2.0127e+13 9.98991e+12
threshold=59.505000000000003 58.755000000000003 10.500000000000002 44.601833250000006 22.500000000000004 37.780517050000007 59.982409200000006 24.500000000000004 55.710673100000008 1.5000000000000002 82.93515810000001 82.941727000000014 55.834019500000004 59.882709350000006 23.500000000000004 37.682335600000009 37.517483500000004 55.667390500000003 59.025000000000013 30.370944000000005 59.933037250000005 59.933037250000005 13.500000000000002 59.025000000000013 37.729575300000008 58.995000000000012 58.995000000000012 25.500000000000004 55.749683450000006 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 9 6 7 8 -6 10 20 -12 14 -14 -10 16 21 29 -16 -15 -5 -9 -23 -21 -19 -26 -18 28 -28 -17
right_child=-2 2 3 4 5 -7 -8 15 12 -11 11 -13 13 19 18 17 26 24 -20 23 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.6119263508177895 -53.371162436985742 227.24924886665846 -31935.044369346218 18.486629799539728 22412.367173549108 8273.9564654621136 11367.372889873799 -6465.0618435936776 -14900.47685810811 5568.0201858890032 -221151.45000000001 7386.2526250000001 -6208.177603916266 -122741.17479285039 -194383.4554873512 64132.977542968751 21996.515625 -59217.948833254006 -88615.744131747168 2448.8287642045457 -77074.120261548916 3780.2670937500002 -142042.805390625 -68945.699150719811 18403.548053710936 -31774.909752127798 91450.849895833337 147451.51620038008 -23447.158543346774 -4530.4159889276079
leaf_weight=2712002 1288684 55426 171 387 70 1933 455 866 37 12506 29 25 195 33 21 25 53 119 44 33 23 25 20 89 50 246 30 37 31 139
leaf_count=2712002 1288684 55426 171 387 70 1933 455 866 37 12506 29 25 195 33 21 25 53 119 44 33 23 25 20 89 50 246 30 37 31 139
internal_value=0 24.695 806.682 2621.95 2959.21 -2151.39 -9848.95 -14311.9 -35019.2 4752.46 -17229.1 -115347 -43913.4 -32332.6 -83651.6 -7724.98 275.981 -22400.3 -122787 -65198.8 -4306.22 -9160.37 -61030 -49634.1 -33598.5 -23298.8 57206.5 76248.7 33060.1 5936.56
internal_weight=0 2.78512e+06 73118 17692 17521 4551 2618 2163 522 12970 464 54 452 350 102 1641 1062 579 65 155 410 911 45 122 415 296 151 98 61 164
internal_count=4073804 2785120 73118 17692 17521 4551 2618 2163 522 12970 464 54 452 350 102 1641 1062 579 65 155 410 911 45 122 415 296 151 98 61 164
is_linear=0
shrinkage=0.1


Tree=3416
num_leaves=31
num_cat=0
split_feature=4 3 6 1 6 5 0 4 1 5 6 1 4 6 5 0 0 6 1 4 0 0 1 6 1 5 6 1 2 4
split_gain=5.14359e+11 3.39549e+12 8.14274e+12 1.01514e+13 1.30278e+13 3.73589e+13 8.96516e+12 8.06452e+12 6.80261e+12 8.03553e+12 6.77318e+12 2.73927e+13 2.51536e+13 1.90173e+13 1.7278e+13 1.55338e+13 1.41415e+13 7.74519e+12 1.99428e+13 3.02988e+13 3.52658e+13 3.79318e+13 2.91814e+13 2.39567e+13 3.46329e+13 1.91419e+13 1.14141e+13 1.2383e+13 1.76128e+13 2.06147e+13
threshold=3.5000000000000004 1.5000000000000002 189.00000000000003 65.493200550000012 247.90000000000001 3.5000000000000004 54.943815050000005 2.5000000000000004 41.912736000000002 2.5000000000000004 149.05000000000004 39.908802000000009 2.5000000000000004 156.15000000000003 4.5000000000000009 55.753967500000009 47.139841100000005 90.045000000000016 36.865631950000008 2.5000000000000004 59.838047850000002 59.933037250000005 30.315889700000003 97.020000000000024 30.389265100000003 3.5000000000000004 94.02500000000002 83.050033500000012 7912.5000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 -10 17 12 16 -13 -14 -15 -12 -1 19 -19 23 -22 -23 -21 -25 -24 -20 -28 -29 -30
right_child=-2 -3 3 6 8 7 -8 -9 9 -11 11 13 14 15 -16 -17 -18 18 26 20 21 22 25 24 -26 -27 27 28 29 -31
leaf_value=413.66886268228922 -8.8145041736204597 -190.3559167118145 150563.85548270089 6544.0408165564913 -14205.344316882623 -7768.6723067938119 -66326.605546874998 55105.77635569853 -5135.9578022236728 50549.866931818186 -72555.6806640625 -39291.591879634536 -170492.34827473958 7483.2198456153455 -47802.651251775569 86119.204687500009 37540.928613281249 -6368.2521478074596 19934.980942024442 34377.090409128294 -62786.905175781256 137721.82821568081 -54042.895304361977 58259.413038793107 211513.13854166667 70987.189500000008 2629.353249831649 626.35307128906254 -10108.448236762153 -99688.62763871174
leaf_weight=99461 3837650 133120 28 52 82 51 25 34 49 55 20 59 24 89 22 35 28 155 327 38 41 28 24 29 30 25 1965 155 54 49
leaf_count=99461 3837650 133120 28 52 82 51 25 34 49 55 20 59 24 89 22 35 28 155 327 38 41 28 24 29 30 25 1965 155 54 49
internal_value=0 143.241 574.249 15263.4 23601.8 50382.1 -17115.3 17381.1 7331.95 24313.3 520.448 -15095.6 -58972.8 7442.49 -111815 29678.9 -8332.66 562.698 5638.93 27334.5 51631.8 14911.9 56283.9 96301.5 136185 9747.96 2490.94 -75.0495 -20672.5 -52724.3
internal_weight=0 236154 103034 376 299 113 77 85 186 104 102658 277 94 183 46 124 48 102381 2920 370 215 118 77 97 59 49 2550 2223 258 103
internal_count=4073804 236154 103034 376 299 113 77 85 186 104 102658 277 94 183 46 124 48 102381 2920 370 215 118 77 97 59 49 2550 2223 258 103
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=31
num_cat=0
split_feature=6 6 3 0 1 5 4 0 0 2 4 0 1 1 4 1 4 1 1 5 3 3 3 0 0 0 4 4 0 1
split_gain=5.0939e+11 4.95642e+12 2.34718e+13 2.6888e+13 2.06768e+13 2.36309e+13 2.02598e+13 2.00285e+13 2.00979e+13 3.26364e+13 2.20987e+13 3.35703e+13 2.75713e+13 4.37674e+13 1.9919e+13 4.08688e+13 3.99771e+13 2.12672e+13 1.98165e+13 2.40747e+13 2.11802e+13 1.90316e+13 5.87291e+13 1.86775e+13 2.5458e+13 1.82175e+13 1.74637e+13 4.43317e+13 2.93163e+13 1.71268e+13
threshold=142.05000000000004 138.05000000000004 4.5000000000000009 56.288960650000007 82.93515810000001 5.5000000000000009 5.5000000000000009 42.965693300000005 55.348830750000012 2343.5000000000005 10.500000000000002 47.139841100000005 20.507515800000004 82.886781200000016 8.5000000000000018 39.908802000000009 5.5000000000000009 39.029038350000008 38.97264950000001 3.5000000000000004 7.5000000000000009 5.5000000000000009 7.5000000000000009 56.324067350000007 56.385857200000011 55.812023600000011 5.5000000000000009 7.5000000000000009 57.634352600000007 83.050033500000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 29 -4 9 -9 11 14 -13 -14 16 -16 -11 -18 19 -12 -21 -10 25 -5 -25 -23 -26 28 -28 -6
right_child=-2 2 3 23 6 -7 -8 8 21 10 18 12 13 -15 15 -17 17 -19 -20 20 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-1.0893398664129397 -499.69296243018226 -6914.9766225072544 108899.19925488281 -69323.755133928571 25983.584775152442 73672.205463471284 -5303.2839739118308 -93970.562493024569 104675.20056818183 63817.292592592596 74003.437562962587 -51236.689136904766 113474.57563295719 22584.882875413165 126174.68729166666 -23218.863896276598 -163882.19583333333 -35888.714062500003 -7165.44570599076 -88751.954687500009 32875.638981516771 9707.2830859375008 66519.062265777597 81190.37703993055 -81121.046632543104 -115252.79012276787 175809.39850852275 -10219.808125054475 15994.803059895836 121976.17681525736
leaf_weight=4049233 20299 2197 25 42 41 37 70 28 44 27 76 21 108 104 30 47 21 34 443 22 41 20 128 36 29 28 22 493 24 34
leaf_count=4049233 20299 2197 25 42 41 37 70 28 44 27 76 21 108 104 30 47 21 34 443 22 41 20 128 36 29 28 22 493 24 34
internal_value=0 2.50234 3406.89 11716.5 -3205.15 -5580.27 33388.2 20294.5 18481.8 12472.6 15532.6 33886.2 58060.6 68887.2 -1539.13 34986.4 -35837.5 -84759 3170.66 36112.4 -9597.49 45851 31144.9 -4842.01 -358.179 -63186.1 -5526.75 -1459.52 92427.9 69500.2
internal_weight=0 4.0535e+06 4272 1893 2379 2234 145 1247 1222 1002 974 392 233 212 159 77 82 55 582 139 63 220 176 646 604 48 568 539 46 75
internal_count=4073804 4053505 4272 1893 2379 2234 145 1247 1222 1002 974 392 233 212 159 77 82 55 582 139 63 220 176 646 604 48 568 539 46 75
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=31
num_cat=0
split_feature=6 5 0 1 1 6 4 5 4 1 0 1 4 6 6 4 1 6 1 6 6 5 3 0 6 1 0 1 1 5
split_gain=5.22689e+11 6.81372e+12 1.14681e+13 1.24553e+13 1.80563e+13 1.6954e+13 3.93455e+13 2.48597e+13 2.64031e+13 3.21472e+13 5.88034e+13 2.47277e+13 2.30249e+13 1.56616e+13 1.51931e+13 2.10366e+13 9.60231e+12 2.04877e+13 1.66896e+13 1.53913e+13 1.49686e+13 1.68989e+13 1.62575e+13 1.19933e+13 1.63341e+13 3.19099e+13 1.00812e+13 9.38398e+12 2.46675e+13 3.87379e+13
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 38.247071200000008 38.97264950000001 138.05000000000004 25.500000000000004 1.5000000000000002 6.5000000000000009 47.17130860000001 45.029425500000009 65.534455000000023 11.500000000000002 247.90000000000001 142.05000000000004 7.5000000000000009 30.260128500000004 168.45000000000002 20.507515800000004 134.05000000000004 247.90000000000001 1.5000000000000002 4.5000000000000009 59.963561900000009 134.05000000000004 37.290808600000013 59.838047850000002 38.109452700000006 38.066230450000006 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 16 13 6 7 12 -9 10 -10 -11 -6 -5 15 -7 17 18 -4 -20 21 22 -18 24 -23 -26 -19 28 -3 -30
right_child=1 27 3 4 5 14 -8 8 9 11 -12 -13 -14 -15 -16 -17 20 26 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.561340475277424 -25655.208086062703 1494.5365400463697 -31183.670493861609 105996.18680555555 177316.57800000001 -112196.87536808895 -90260.941168478268 -28513.263192806604 1884.3664648437502 -45158.964062500003 238803.15170454548 78329.916330645166 33363.898652343749 19848.871890318627 6357.943002137773 17634.853157552086 -39038.341567887932 8240.2774088541682 33077.501791294642 125877.41536458333 1022.6791045019859 -22755.206718750003 72226.914127604163 -5840.6719209558833 -199400.27513586957 -42841.962916666671 -86633.812695312503 -1548.4019901989814 67374.561462602462 -57810.661391129033
leaf_weight=4033928 117 8428 28 36 25 26 23 53 20 34 22 31 20 51 1227 24 29 21 70 24 299 35 24 34 23 30 24 28945 122 31
leaf_count=4033928 117 8428 28 36 25 26 23 53 20 34 22 31 20 51 1227 24 29 21 70 24 299 35 24 34 23 30 24 28945 122 31
internal_value=0 -360.272 4863.31 6462.36 11201.4 8640.85 33759.5 47674 29206.1 57796.1 125985 13735.7 113338 55496 4156.08 -49877.6 -5307.63 15312.4 36584.8 56771.1 -12572.5 -35800.8 11345.9 -56282.6 -75771.6 -110782 -42359.2 -687.389 2216.94 42010.2
internal_weight=0 39876 2350 2233 1592 1505 228 205 160 107 42 65 45 87 1277 50 641 167 122 94 474 175 53 122 88 53 45 37526 8581 153
internal_count=4073804 39876 2350 2233 1592 1505 228 205 160 107 42 65 45 87 1277 50 641 167 122 94 474 175 53 122 88 53 45 37526 8581 153
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 6 7 1 1 3 6 6 1 4 6 6 1 4 1 6 5 4 6 4 1 6 1 5 6
split_gain=5.08812e+11 6.54211e+12 2.44346e+13 9.2381e+13 5.29076e+13 3.71339e+13 2.42707e+13 2.25242e+13 4.39988e+13 2.08441e+13 3.80945e+13 3.7606e+13 7.57593e+13 3.5333e+13 5.85633e+13 5.39131e+13 7.15388e+13 5.13805e+13 3.33018e+13 5.6222e+13 3.68399e+13 3.29052e+13 3.68061e+13 3.21063e+13 4.8694e+13 3.26981e+13 2.92844e+13 2.70412e+13 2.59188e+13 3.37662e+13
threshold=59.963561900000009 59.982409200000006 20.500000000000004 30.370944000000005 30.345769800000003 30.389265100000003 51.405000000000008 6.0000000000000009 30.425503950000003 30.362494150000003 4.5000000000000009 53.705000000000005 56.805000000000007 30.303340300000002 8.5000000000000018 99.050000000000011 79.710000000000022 30.277905650000005 16.500000000000004 30.472130500000002 62.625000000000007 1.5000000000000002 10.500000000000002 69.605000000000004 8.5000000000000018 30.345769800000003 68.00500000000001 30.509101000000005 1.5000000000000002 55.805000000000007
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 9 4 6 -5 -4 8 -7 10 -2 -12 28 14 15 16 -14 -16 19 20 -11 22 -22 24 -15 26 -26 -21 29 -13
right_child=1 -3 3 5 -6 7 -8 -9 -10 18 11 12 13 23 17 -17 -18 -19 -20 27 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.1802950249160951 -5705.3737286212836 -0.38328739109905768 62461.097567749028 38420.718483843128 -108871.60035076531 -125168.72271803253 -73981.976098632818 1469.6794647084687 -3952.0040001014613 -8019.7726954611608 -4952.1491790606824 -27384.322949218753 6988.122898327465 -114976.95558593751 7747.7410960804336 114511.76166666667 -207126.93875 141142.31406395321 5745.7506330237075 59889.983898767248 144798.93394886365 -35551.13971164346 -28045.078780691969 18976.652000457489 -11230.292249868942 24920.67158151546 -109054.8363162879 6111.7093075022976 143964.42255295973 99451.745113985671
leaf_weight=3866640 2752 192989 32 182 147 49 22 231 77 3923 1112 32 71 40 44 30 20 84 2103 154 22 821 28 1110 421 284 33 238 52 61
leaf_count=3866640 2752 192989 32 182 147 49 22 231 77 3923 1112 32 71 40 44 30 20 84 2103 154 22 821 28 1110 421 284 33 238 52 61
internal_value=0 -152.682 -2226.19 -19916.9 -77776 1659.55 6873.18 -17081.4 -51091.8 -1251.79 3037.74 10127 17475 12728.8 48135.8 -1744.04 -40070.1 95287.9 -4868.68 -9172.98 -12150.3 -30754.5 48006.3 8059.17 -7517.19 -1692.81 -18340.9 27238.9 87423.5 55809.2
internal_weight=0 207164 14175 740 201 539 54 357 126 13435 6146 3394 2282 2137 249 121 91 128 7289 5186 4794 871 50 1888 778 738 454 392 145 93
internal_count=4073804 207164 14175 740 201 539 54 357 126 13435 6146 3394 2282 2137 249 121 91 128 7289 5186 4794 871 50 1888 778 738 454 392 145 93
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 4 1 1 6 0 4 1 2 0 3 0 3 3 7 0 1 0 1 1 4 4 1 7 4 0
split_gain=5.09465e+11 3.87699e+12 1.51999e+13 3.28187e+13 2.32826e+13 2.23917e+13 3.99892e+13 2.08368e+13 2.06326e+13 1.8172e+13 1.63147e+13 1.55615e+13 1.35728e+13 1.27157e+13 1.23305e+13 1.16804e+13 1.02452e+13 1.0025e+13 9.99156e+12 9.86272e+12 2.0244e+13 9.45549e+12 1.09606e+13 3.72036e+13 2.7862e+13 1.08898e+13 1.6809e+13 1.16245e+13 1.38329e+13 1.28563e+13
threshold=41.505000000000003 41.005000000000003 23.500000000000004 36.000000000000007 37.873748150000004 20.500000000000004 37.543519500000009 37.71815560000001 41.365000000000002 55.791814000000009 24.500000000000004 37.729575300000008 1250.5000000000002 55.702806750000008 16.500000000000004 55.883833400000007 15.500000000000002 5.5000000000000009 6.0000000000000009 43.687280500000007 39.723160900000003 55.858844800000007 37.755233900000007 37.682335600000009 8.5000000000000018 17.500000000000004 37.586700500000006 6.0000000000000009 15.500000000000002 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 9 10 14 -7 16 -9 13 -6 -8 21 -4 -11 -18 20 -5 22 23 25 -25 27 -27 -3 -29 -30
right_child=-2 2 4 19 12 6 8 11 -10 17 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=15.467072143685508 -24.278262210222774 21939.302185535966 -36787.019997103016 99959.376197916674 50262.326872306032 -65623.549725552264 77951.296246936283 -59974.657831648285 164948.66072443183 -39603.764990234376 2039.648948247557 -18534.507445165324 705.26861103329929 1336.7678162866709 8413.7016314338234 54616.831727430552 -51242.981084280305 30275.235721555902 11002.390336996823 804.38647743324088 8117.2072096761076 -33820.492578124999 -10772.761650630406 -32076.149189814816 80271.039250548813 -86376.538256048399 -78.001906061746993 6118.4566730896277 5338.5295937500005 -89731.939914772738
leaf_weight=1250329 2768799 358 209 30 116 29 102 102 22 24 1114 812 1318 98 34 54 33 142 118 49022 120 54 224 27 121 31 83 221 25 33
leaf_count=1250329 2768799 358 209 30 116 29 102 102 22 24 1114 812 1318 98 34 54 33 142 118 49022 120 54 224 27 121 31 83 221 25 33
internal_value=0 51.5106 875.754 1339.12 -5123.86 15506.8 37709.6 -11296.7 75101.1 7412.87 -3941.01 -23159.1 4498.03 27857.2 60566.9 9139.93 -22447.8 20172.2 -2600.9 882.728 26485.6 7053.48 9018.92 13950.3 59775.3 4919.59 -23545.1 10013.7 -5288.57 -48753.3
internal_weight=0 1.305e+06 54676 50756 3920 1584 353 2388 158 195 1474 914 1532 214 136 1231 360 166 151 49172 150 1177 1123 899 148 751 114 637 279 58
internal_count=4073804 1305005 54676 50756 3920 1584 353 2388 158 195 1474 914 1532 214 136 1231 360 166 151 49172 150 1177 1123 899 148 751 114 637 279 58
is_linear=0
shrinkage=0.1


Tree=3421
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 4 5 4 0 6 4 0 0 0 6 7 4 0 0 1 4 0 0 5 6 3 7 4 7 0
split_gain=5.02966e+11 4.26834e+12 2.3048e+13 6.37633e+13 5.47744e+13 7.26624e+13 5.76058e+13 5.45793e+13 8.73148e+13 4.75707e+13 4.43851e+13 4.08339e+13 9.04744e+13 4.52103e+13 3.37875e+13 5.37176e+13 4.17133e+13 3.29013e+13 6.19053e+13 6.1425e+13 1.14649e+14 1.46699e+14 1.05143e+14 8.8656e+13 5.13633e+13 4.18602e+13 3.76569e+13 3.48853e+13 1.12279e+14 7.91233e+13
threshold=82.968544750000021 82.92647190000001 55.055052800000006 82.93515810000001 55.061158000000006 25.500000000000004 2.5000000000000004 11.500000000000002 55.050541250000002 89.00500000000001 24.500000000000004 55.026775150000006 55.034466500000008 55.046782850000007 66.010000000000005 6.0000000000000009 24.500000000000004 54.947759400000002 55.02095400000001 82.941727000000014 17.500000000000004 55.013931500000005 55.017684700000011 2.5000000000000004 80.030000000000015 6.5000000000000009 6.0000000000000009 16.500000000000004 6.0000000000000009 55.039488700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 -10 -4 -9 14 -14 -13 -16 -17 -5 19 20 21 24 23 26 -19 -25 -23 28 -20 -30
right_child=-2 2 4 17 -6 -7 -8 8 9 -11 -12 12 13 -15 15 16 -18 18 27 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-12.820229480716169 -85.225221236213429 2046.1414173593378 3318.5259771615661 -603.03411202199732 -284.76757522280388 57757.898132407834 -27970.222476825697 -5531.4033462926463 63718.144649902351 218642.50326704548 -23111.428849344651 30277.720267093322 1104.809815694518 36142.716707042469 50268.838846919221 260339.74900568184 100063.32274445565 34835.973525951871 13.256511098376931 4629.9744864695285 -24135.954680504961 165662.75644132655 18175.783335466058 153405.18071732955 -19897.224376276779 305118.70483870967 65245.546118630577 -3891.6199404870986 71573.515746181292 15550.993610003279
leaf_weight=3282281 591866 4581 1974 98496 30710 146 1794 797 200 22 937 421 1593 479 265 22 62 435 11249 26854 356 49 145 44 283 31 157 16340 357 858
leaf_count=3282281 591866 4581 1974 98496 30710 146 1794 797 200 22 937 421 1593 479 265 22 62 435 11249 26854 356 49 145 44 283 31 157 16340 357 858
internal_value=0 14.4867 463.402 963.566 -1844.6 -11719.3 -13875.3 9427.92 18186.3 79071 -5188.81 14471.9 20081.6 9204.79 49350.1 72357.1 142040 504.496 2413.02 5730.01 25423.6 40845.9 87335.7 123023 13262.9 216113 89131.2 -852.154 3132.51 32011.9
internal_weight=0 3.48194e+06 199657 164096 35561 4851 4705 8442 3861 222 2911 3639 2842 2072 770 349 84 155654 57158 28354 1500 1144 426 281 718 75 206 28804 12464 1215
internal_count=4073804 3481938 199657 164096 35561 4851 4705 8442 3861 222 2911 3639 2842 2072 770 349 84 155654 57158 28354 1500 1144 426 281 718 75 206 28804 12464 1215
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=31
num_cat=0
split_feature=0 0 4 2 1 1 7 6 6 0 7 4 2 4 6 1 1 1 1 4 0 0 4 6 6 6 1 5 6 1
split_gain=4.89108e+11 8.88761e+12 6.53721e+13 2.52825e+13 4.85342e+13 3.2066e+13 1.75004e+13 1.71955e+13 1.71817e+13 3.5056e+13 2.20031e+13 1.84129e+13 1.78502e+13 1.5145e+13 1.69907e+13 1.28936e+13 1.18631e+13 1.93108e+13 1.90789e+13 1.41802e+13 1.35563e+13 1.18396e+13 1.17491e+13 1.1606e+13 1.10427e+13 1.06691e+13 1.06453e+13 1.03349e+13 1.16412e+13 1.00762e+13
threshold=53.379556850000007 53.715816400000008 11.500000000000002 2691.5000000000005 83.971434050000013 43.56803845000001 6.0000000000000009 80.720000000000013 92.02500000000002 53.506098950000009 6.0000000000000009 9.5000000000000018 3129.5000000000005 4.5000000000000009 189.00000000000003 91.443676550000006 54.62357655000001 49.300375350000003 55.957851400000003 8.5000000000000018 53.506098950000009 53.506098950000009 5.5000000000000009 49.895000000000003 101.02000000000002 99.050000000000011 52.061190950000004 2.5000000000000004 71.715000000000018 83.754481100000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 13 16 12 -12 -10 -15 -2 17 19 27 21 22 -7 29 -24 -11 -9 -19 28 -18 -20
right_child=1 -3 6 4 -6 8 -8 25 9 24 11 -13 -14 14 -16 -17 18 26 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=58.406731977759584 12345.956194270759 -2.9570622304412275 -17760.277557528108 -105195.33794450432 -18589.585783714072 57027.06044121414 -3332.9250563612932 -71619.579914378162 52215.994373629394 -17158.493688964845 -6121.9491233569515 21799.70334436711 30606.997566111499 -14469.729187849456 78028.465802556821 -7601.9728734201162 4493.6866404788598 -6404.6794480640856 3976.2351905457976 -4919.8256024201473 -12944.788706177171 11230.522266624785 533.73528181715471 -11350.836610950046 -61410.209327726916 -27673.914238281253 -33832.942800527082 15204.379362343949 -56129.22303657532 -5022.8360909104886
leaf_weight=1060520 2135 2981970 1850 29 1508 61 777 99 57 88 685 849 164 204 22 382 3124 4593 5953 677 887 757 1745 1553 157 125 146 1082 32 1573
leaf_count=1060520 2135 2981970 1850 29 1508 61 777 99 57 88 685 849 164 204 22 382 3124 4593 5953 677 887 757 1745 1553 157 125 146 1082 32 1573
internal_value=0 -20.5561 -1696.48 -250.426 -1178.7 -104.322 -16133.2 -20928.7 20.5348 -17822.4 415.036 11386.3 972.924 6152.34 -5465.48 9318.5 -424.762 -4123.66 1021.03 5785.57 -1059.59 14645.7 -85.6314 -5062.61 -45515.7 -47096.3 -7249.69 6770.48 3879.01 2095.35
internal_weight=0 3.01328e+06 31314 28463 25946 24438 2851 2074 24409 528 23881 1698 849 283 226 2517 22183 6234 15949 1495 11711 818 10824 3298 245 224 4739 4238 3156 7526
internal_count=4073804 3013284 31314 28463 25946 24438 2851 2074 24409 528 23881 1698 849 283 226 2517 22183 6234 15949 1495 11711 818 10824 3298 245 224 4739 4238 3156 7526
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=31
num_cat=0
split_feature=0 0 5 6 6 3 6 3 1 5 6 5 6 6 4 5 4 1 1 1 6 1 4 1 6 1 4 1 6 0
split_gain=4.80276e+11 1.15034e+13 9.67842e+12 1.14848e+13 1.54313e+13 1.65836e+13 1.56266e+13 1.29514e+13 1.03188e+13 9.97783e+12 1.23385e+13 9.62283e+12 3.33082e+13 1.69971e+13 2.8487e+13 1.91287e+13 1.29861e+13 1.36012e+13 1.21146e+13 2.17486e+13 1.15321e+13 9.58432e+12 1.58929e+13 1.36679e+13 9.57122e+12 1.18775e+13 2.16329e+13 9.44784e+12 8.01364e+12 7.90193e+12
threshold=56.760749800000006 56.791379400000004 4.5000000000000009 110.01500000000001 149.05000000000004 13.500000000000002 128.05000000000004 2.5000000000000004 61.273924650000005 3.5000000000000004 116.05000000000001 2.5000000000000004 76.00500000000001 58.605000000000011 5.5000000000000009 1.5000000000000002 4.5000000000000009 60.516422150000004 60.549354600000008 60.605526900000008 79.710000000000022 53.252814850000007 6.5000000000000009 60.516422150000004 77.010000000000005 60.770858000000011 5.5000000000000009 60.590708550000009 128.05000000000004 56.520242650000007
decision_type=2 2 2 2 2 2 2 2 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 8 5 7 -7 -5 11 10 -9 12 13 -2 16 -16 27 -18 21 20 -20 -13 23 -23 -21 26 -26 -15 -12 -1
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 28 18 -14 14 15 -17 17 -19 19 24 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.0795350961897023 3000.9744559250803 -2.7449933986774138 43891.03370383523 24624.676897321431 46947.157667495267 -17333.729915144639 90669.145963541669 -72722.268950320518 -11471.787461248226 -75744.456392045468 23540.162500000002 -12986.793990719547 -33645.752680243451 17916.49888685533 -54731.068931193528 -6090.0455515374133 -4011.2080130912163 67149.848014987248 -4642.108917652221 11978.90910181911 -31119.044537586276 19583.84615135461 8308.0705593640196 58972.054039977484 63073.347884114592 -39130.847174310067 -2689.0768177869572 -40049.628549107147 -50663.634925426137 -1311.5566145102273
leaf_weight=3143735 20009 853235 55 28 33 37 21 39 550 77 43 157 267 143 83 3121 37 98 543 1351 236 427 1961 111 54 77 679 35 22 46540
leaf_count=3143735 20009 853235 55 28 33 37 21 39 550 77 43 157 267 143 83 3121 37 98 543 1351 236 427 1961 111 54 77 679 35 22 46540
internal_value=0 65.2453 1980.2 1903.97 -17564.7 -25538.1 21770.8 -38666.9 2099.06 -48457.8 -28255.2 2353.03 1475.47 1874.07 -4537.14 -7350.1 24257.5 47646.4 6084.19 1661.82 -12663.4 10979.4 12485.1 27710.4 6825.78 -1769.13 2155.63 6518.66 -1574.97 -18.0693
internal_weight=0 883529 30294 30239 300 267 58 209 29939 181 104 29389 23793 23526 3517 3204 313 135 5596 2940 779 2656 2499 538 2161 810 733 178 65 3.19028e+06
internal_count=4073804 883529 30294 30239 300 267 58 209 29939 181 104 29389 23793 23526 3517 3204 313 135 5596 2940 779 2656 2499 538 2161 810 733 178 65 3190275
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 1 1 1 6 4 4 4 6 6 1 1 6 1 3 7 6 6 6 3 4 6 1 4 4 4
split_gain=4.74631e+11 3.07845e+12 8.3224e+12 3.29702e+13 2.14611e+13 2.00349e+13 3.84845e+13 5.15721e+13 3.77909e+13 3.73335e+13 2.89828e+13 2.39203e+13 2.16485e+13 2.14388e+13 2.60316e+13 1.68899e+13 1.68613e+13 1.57823e+13 1.37608e+13 1.32279e+13 1.61266e+13 4.15518e+13 1.31387e+13 1.31108e+13 1.25379e+13 2.32125e+13 1.49655e+13 1.18433e+13 1.32222e+13 3.19864e+13
threshold=54.94110555000001 54.962581500000006 54.973017600000006 4.5000000000000009 2.5000000000000004 82.860505900000007 82.941727000000014 82.886781200000016 77.010000000000005 17.500000000000004 16.500000000000004 5.5000000000000009 43.605000000000011 71.715000000000018 82.95992385000001 39.023883200000007 36.005000000000003 83.117716000000016 23.500000000000004 6.0000000000000009 85.020000000000024 89.00500000000001 97.020000000000024 1.5000000000000002 25.500000000000004 69.605000000000004 83.086354900000018 8.5000000000000018 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 -3 8 7 19 10 11 15 -9 -13 17 -15 -5 -6 18 24 20 -7 -22 -10 -14 26 -26 27 -8 29 -29
right_child=1 2 -4 5 16 6 13 9 22 -11 -12 12 23 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=49.826664381419683 -449.36118547683327 4294.6136754399458 -10.813465918352268 -23999.96853027344 3649.8512765420451 -439.15038946834943 -9349.8599012884915 653.40629377195819 -13876.400266805394 23458.859844626404 -2246.5734285720587 -19123.262300066493 3044.8654703776047 13636.395177570374 55340.890962769816 20059.893366230364 -20699.801730436073 -28394.056917560636 -10160.454249469054 19276.038376824028 122406.93481026786 -46390.685312500005 -75343.435496794875 -52150.878518794139 18804.194033611024 111403.57244073277 28341.224252469048 10237.182913352372 -13336.720180184502 111960.55490722657
leaf_weight=1301151 159869 892 2597930 90 370 2306 546 338 321 195 886 774 48 655 194 2614 1229 134 412 469 35 25 39 416 407 29 265 909 224 32
leaf_count=1301151 159869 892 2597930 90 370 2306 546 338 321 195 886 774 48 655 194 2614 1229 134 412 469 35 25 39 416 407 29 265 909 224 32
internal_value=0 -23.3827 2.68177 2362.97 -8132.8 4477.74 1719.36 -4429.53 10352.8 -17817.4 13450.2 -22924.6 -29361.9 9158.76 23166 18593.4 -15065.4 5138.41 6729.54 3933.78 892.559 52074.6 -20535.3 -46441 9614.56 24963.3 6227.89 2802.97 8498.64 13696.4
internal_weight=0 2.77265e+06 2.61278e+06 14854 2491 12363 8413 4606 3950 1771 3590 1576 1238 3807 849 2704 1599 2958 2824 2835 2366 60 360 464 2412 436 1976 1711 1165 941
internal_count=4073804 2772653 2612784 14854 2491 12363 8413 4606 3950 1771 3590 1576 1238 3807 849 2704 1599 2958 2824 2835 2366 60 360 464 2412 436 1976 1711 1165 941
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=31
num_cat=0
split_feature=1 1 0 7 6 4 4 4 7 0 5 0 4 6 3 0 6 4 0 4 6 6 6 4 4 0 1 0 6 5
split_gain=4.72039e+11 3.88487e+12 1.38913e+13 5.99132e+13 5.73168e+13 5.08068e+13 3.57123e+13 5.2005e+13 3.41588e+13 9.25885e+13 4.61658e+13 3.29968e+13 3.77882e+13 1.06232e+14 4.2782e+13 4.06469e+13 3.2836e+13 3.22496e+13 5.90827e+13 4.49024e+13 3.18994e+13 3.14951e+13 6.21885e+13 3.13332e+13 3.10808e+13 4.00742e+13 3.84476e+13 3.64752e+13 5.33272e+13 3.72031e+13
threshold=30.226173900000003 30.260128500000004 59.950512650000007 6.0000000000000009 69.015000000000015 13.500000000000002 10.500000000000002 9.5000000000000018 6.0000000000000009 59.963561900000009 1.5000000000000002 60.01610465000001 7.5000000000000009 82.00500000000001 10.500000000000002 59.990753350000013 38.995000000000012 20.500000000000004 59.91832440000001 11.500000000000002 103.03500000000001 72.020000000000024 105.00500000000001 24.500000000000004 10.500000000000002 59.990753350000013 30.242318500000007 59.963561900000009 85.020000000000024 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 7 -6 9 10 23 12 13 15 -14 -11 -13 18 -5 -20 24 -16 -23 -4 -10 26 -26 -28 29 -29
right_child=1 -3 8 17 5 -7 -8 -9 20 11 -12 16 14 -15 21 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-212.29969480154512 3560.3696472444317 -3.4111341574423477 4639.0572210411656 -46830.61335914419 11810.421625227782 56273.30978592977 -13697.648347929935 73184.365456057392 26125.295540616411 71638.953110846924 -48805.169826056372 6869.9534798068171 -773.03764669630266 248795.37565104166 14937.995385298835 -41410.412528138244 -8849.4495521368062 16793.555302619934 -10006.359494183887 79601.691510009769 -35675.685775218291 95278.867509321732 -73924.922419621405 -109445.74302884616 89587.844504310342 4376.6968702143486 -4286.3163109428697 -55565.572192268191 100901.84375 -184514.71950000001
leaf_weight=102107 4859 3940012 325 513 582 404 314 181 614 69 651 1756 2592 24 413 59 5463 256 443 64 204 132 26 26 29 11137 291 213 20 25
leaf_count=102107 4859 3940012 325 513 582 404 314 181 614 69 651 1756 2592 24 413 59 5463 256 443 64 204 132 26 26 29 11137 291 213 20 25
internal_value=0 5.45794 1108.32 4830.61 8809.66 26032 14688 26369.6 -69.4988 -3996.15 -33044 -1233.1 7026.06 55730 4685.56 19530.3 -5025.75 -14939.9 -22904.3 1305.11 3544.79 29464.4 67435.2 -3811.67 4193.74 3044.28 -22629 -28556.7 -55931.4 -69110.7
internal_weight=0 3.9717e+06 31685 7616 6340 1481 1077 763 24069 11536 1002 10534 3315 152 3163 128 7219 1276 1020 507 12533 571 158 351 12329 11715 578 549 258 238
internal_count=4073804 3971697 31685 7616 6340 1481 1077 763 24069 11536 1002 10534 3315 152 3163 128 7219 1276 1020 507 12533 571 158 351 12329 11715 578 549 258 238
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 4 0 0 6 7 0 1 1 4 3 6 0 6 6 6 6 4 0 5 6 1 4 6 5 4
split_gain=4.74214e+11 6.1067e+12 1.38845e+13 5.57747e+13 6.4653e+13 5.01091e+13 4.75424e+13 7.32875e+13 4.32714e+13 4.29024e+13 4.00785e+13 3.26783e+13 3.15682e+13 7.50343e+13 3.14123e+13 4.827e+13 2.88554e+13 3.54526e+13 2.7078e+13 2.68907e+13 6.4846e+13 4.75202e+13 4.00174e+13 7.7599e+13 3.1178e+13 2.53304e+13 3.98814e+13 2.4751e+13 4.99279e+13 2.45728e+13
threshold=65.534455000000023 57.125462300000009 57.100506200000005 65.574968200000015 90.045000000000016 9.5000000000000018 56.986919400000012 56.818587550000011 66.50500000000001 6.0000000000000009 57.113979900000011 65.574968200000015 65.593879100000024 15.500000000000002 8.5000000000000018 59.815000000000005 57.113979900000011 60.305000000000007 73.00500000000001 99.050000000000011 118.04500000000002 8.5000000000000018 57.113979900000011 2.5000000000000004 69.015000000000015 65.593879100000024 9.5000000000000018 70.50500000000001 2.5000000000000004 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 5 16 8 7 -2 10 19 -4 -8 13 14 -13 -16 25 -18 27 22 21 -21 -10 24 -24 26 -5 -14 -29 -27
right_child=1 -3 3 4 -6 -7 11 -9 9 -11 -12 12 18 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-19.81332920888525 10.042802043569644 1035.7146741190659 35794.865515782883 -11490.300942149806 -31980.406941253314 -844.27556997578631 -5078.7907931590053 -39828.281966898867 55842.610227365294 -19664.985974451018 -6167.2522174048054 59947.021700694953 9809.5919895518291 12961.061006633334 49893.17869429155 259372.97137784094 -8593.029139014172 -38333.453681306324 -7229.2534840448679 -7095.2263469827585 12090.857848698543 135096.69038530783 193925.03816105772 -13567.124313826216 45436.23525075605 -2851.8732858615549 11477.882988812768 -20014.706173406863 109684.44452024647 -20095.693443649809
leaf_weight=3046425 935658 60230 294 1091 961 8341 1622 462 278 148 1008 172 4441 817 22 22 2380 482 988 29 130 124 26 317 31 3653 2462 51 71 1068
leaf_count=3046425 935658 60230 294 1091 961 8341 1622 462 278 148 1008 172 4441 817 22 22 2380 482 988 29 130 124 26 317 31 3653 2462 51 71 1068
internal_value=0 58.7513 -2.08993 -2439.3 -7094.22 2810.62 56.8139 -9.61847 15592.8 30361.6 3308.06 7635.25 10767.4 26818.9 79234.9 154633 -4946.62 -13601.7 7780.35 38280.3 64021.3 108145 27107.4 5748.12 113168 -1952.8 4425.17 11030.3 55465.9 -6752.83
internal_weight=0 1.02738e+06 967149 22823 12097 10726 944326 936120 2385 1083 1302 8206 6584 1033 216 44 11136 2862 5551 935 283 153 652 374 57 8274 3553 4563 122 4721
internal_count=4073804 1027379 967149 22823 12097 10726 944326 936120 2385 1083 1302 8206 6584 1033 216 44 11136 2862 5551 935 283 153 652 374 57 8274 3553 4563 122 4721
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=31
num_cat=0
split_feature=6 3 5 6 2 0 1 5 1 0 6 1 0 0 4 3 4 1 3 3 2 0 0 5 0 1 0 1 1 4
split_gain=5.1478e+11 2.64503e+12 5.77348e+12 3.2384e+13 1.37266e+13 1.35274e+13 2.21196e+13 6.01558e+12 7.46538e+12 8.0509e+12 6.75266e+12 8.58748e+12 7.37678e+12 5.90139e+12 5.64081e+12 5.53471e+12 4.94115e+12 9.36585e+12 8.0991e+12 7.4173e+12 4.99485e+12 1.36773e+13 8.76596e+12 7.70674e+12 4.75723e+12 6.47748e+12 6.38067e+12 1.76652e+13 9.05194e+12 7.51247e+12
threshold=27.215000000000003 4.5000000000000009 3.5000000000000004 19.050000000000004 2599.0000000000005 56.858606850000008 82.918694400000007 1.5000000000000002 48.411058050000008 55.649510000000014 15.450000000000001 65.534455000000023 57.15297970000001 56.986919400000012 9.5000000000000018 5.5000000000000009 17.500000000000004 38.965413050000002 8.5000000000000018 15.500000000000002 3338.0000000000005 43.6005307 59.905532300000012 2.5000000000000004 56.262014700000009 39.135518400000002 55.81943720000001 37.488790500000007 37.318079750000003 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 7 4 -4 6 14 -3 16 -10 11 12 -11 -13 15 -6 20 18 -18 -20 21 -9 24 -22 25 26 28 -28 -23 -29
right_child=-2 2 3 -5 5 -7 -8 8 9 10 -12 13 -14 -15 -16 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-239.20922515337793 -5.1960685391220274 1082.9729580484895 -72651.817471590912 117568.66635044644 22907.729655872696 -46594.926481681032 124840.84062500001 59982.236277721779 -8456.2067095787697 22246.882472504163 -5424.9000318511198 17539.533496093751 -31045.168087121212 76807.855431547621 43826.2763671875 -45242.942563100965 43691.890696022732 -64242.198022525874 -61437.982617187503 13147.363037109375 -8337.6013147527538 43506.728737571022 54458.716406250001 -65856.738365342884 -30127.040013153703 7425.8889401949382 -57071.243341619323 97900.714902343752 -22645.63197776486 13219.000355113636
leaf_weight=48704 3988583 34665 22 28 22 29 20 31 306 122 119 28 33 42 26 26 22 47 30 24 66 22 22 36 98 221 22 20 346 22
leaf_count=48704 3988583 34665 22 28 22 29 20 31 306 122 119 28 33 42 26 26 22 47 30 24 66 22 22 36 98 221 22 20 346 22
internal_value=0 243.191 886.584 19111.5 99.0393 13111.4 31531.4 799.832 -5045.95 3343.85 13840.4 24029.6 10900.8 53100.5 6312.66 -14007.2 -10345.6 -29152.6 -7452.38 -28288.9 -7792.37 -5147.72 -7759.65 -28638.5 -9582.3 -6499.01 -13622.6 15519.8 -18690.9 53543.6
internal_weight=0 85221 36517 173 145 123 94 36344 1679 650 344 225 155 70 74 48 1029 123 76 54 906 804 773 102 751 653 432 64 368 42
internal_count=4073804 85221 36517 173 145 123 94 36344 1679 650 344 225 155 70 74 48 1029 123 76 54 906 804 773 102 751 653 432 64 368 42
is_linear=0
shrinkage=0.1


Tree=3428
num_leaves=31
num_cat=0
split_feature=4 6 5 1 6 6 1 0 6 3 1 2 1 1 1 0 0 0 0 4 0 0 0 0 0 7 6 6 6 6
split_gain=4.77155e+11 3.25554e+12 1.01184e+13 9.35445e+12 2.06796e+13 1.2407e+13 1.47134e+13 1.2694e+13 1.2618e+13 1.07771e+13 9.17242e+12 8.2655e+12 1.23504e+13 1.45833e+13 2.35988e+13 4.96268e+13 1.60875e+14 1.37535e+13 2.68365e+13 1.31546e+13 1.22436e+13 3.21105e+13 1.61271e+13 2.08765e+13 2.67957e+13 2.44045e+13 1.74477e+13 1.52422e+13 1.47986e+13 1.32227e+13
threshold=3.5000000000000004 49.485000000000007 1.5000000000000002 30.330566300000005 51.015000000000008 78.605000000000004 40.377616600000003 55.972700350000004 130.05000000000004 1.5000000000000002 38.977585500000011 1696.0000000000002 39.079932600000006 37.131181300000009 37.234509300000006 55.840017500000009 55.806294650000005 55.972700350000004 55.988910100000005 2.5000000000000004 55.660117850000006 55.462387050000011 56.041614100000011 55.840017500000009 55.81943720000001 6.0000000000000009 73.00500000000001 70.50500000000001 73.41500000000002 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 -1 3 4 -3 -5 7 8 10 -6 -7 12 13 20 15 16 -15 -17 -19 -14 21 27 23 24 25 -22 -26 -4 -23 -25
right_child=-2 2 11 5 9 6 -8 -9 -10 -11 -12 -13 19 14 -16 17 -18 18 -20 -21 22 28 -24 29 26 -27 -28 -29 -30 -31
leaf_value=443.16170186442116 -8.489743076140309 37740.890576171878 -838.65263510192472 -7821.515686353413 -25612.189769345237 5140.5770833333336 -4420.1145839614355 92640.660333251959 -39021.485742187499 -121129.08897569445 98605.233482142852 198.7373980050163 -3037.181179254414 29443.188305664065 -631.85694377985681 -61649.051665296058 332113.17468750005 58643.071129557298 -24632.47348856795 -21077.280402996126 31671.072756151221 -27563.100974945679 -22688.5767456428 14058.083768963483 -23664.947037760416 -14088.080541542638 -119910.66804435484 73272.274195772057 -75015.715464564724 65836.948333740234
leaf_weight=140931 3837650 22 151 2263 21 21 149 36 24 27 21 81996 951 144 6835 38 20 60 109 703 174 302 327 215 48 353 31 34 84 64
leaf_count=140931 3837650 22 151 2263 21 21 149 36 24 27 21 81996 951 144 6835 38 20 60 109 703 174 302 327 215 48 353 31 34 84 64
internal_value=0 137.964 -313.733 -6485.88 -42543.5 -5481.89 15612 44874.6 18820.4 -79340.4 51872.9 -141.571 -2763.39 -1302.15 701.405 25264.3 66354.2 -7289.95 4932.81 -10704.8 -9399.52 -21472.4 -3711.7 3300.09 -7121.24 1020.25 -61432.3 12781.7 -37889.6 25935.7
internal_weight=0 236154 95223 2584 70 2514 251 102 66 48 42 92639 10643 8989 7206 371 164 207 169 1654 1783 571 1212 885 606 527 79 185 386 279
internal_count=4073804 236154 95223 2584 70 2514 251 102 66 48 42 92639 10643 8989 7206 371 164 207 169 1654 1783 571 1212 885 606 527 79 185 386 279
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 4 4 5 4 4 4 5 2 4 0 1 1 4 3 4 6 7 0 1 1 3 0 4 4 4
split_gain=4.80363e+11 5.69925e+12 1.80257e+13 2.86071e+13 4.71331e+13 2.68072e+13 2.89661e+13 2.74039e+13 2.04077e+13 2.13857e+13 2.59867e+13 3.30677e+13 2.00827e+13 1.96073e+13 1.80496e+13 1.59008e+13 3.98497e+13 2.68281e+13 4.96647e+13 1.52463e+13 2.35655e+13 1.63267e+13 1.58996e+13 1.82283e+13 1.6581e+13 1.56732e+13 1.51705e+13 2.8628e+13 3.86699e+13 2.04993e+13
threshold=46.805000000000007 49.010000000000012 59.939085000000013 59.933037250000005 30.205407000000005 8.5000000000000018 9.5000000000000018 1.5000000000000002 14.500000000000002 18.500000000000004 17.500000000000004 1.5000000000000002 3338.0000000000005 3.5000000000000004 60.064438250000002 30.323041000000003 30.370944000000005 7.5000000000000009 4.5000000000000009 5.5000000000000009 48.025000000000013 6.0000000000000009 60.002985000000002 30.226173900000003 30.157841000000001 6.5000000000000009 59.905532300000012 21.500000000000004 17.500000000000004 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 26 -5 15 7 -7 -8 10 11 -10 13 -4 -14 17 -17 18 -6 20 21 -15 23 24 -21 -26 -2 28 29 -28
right_child=1 -3 12 4 5 6 8 -9 9 -11 -12 -13 14 19 -16 16 -18 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-37.483605304329316 701.47684112325499 -20.582493828707857 -70629.226164062493 -47807.998415050293 56838.795674795474 18051.922438401445 56103.12209353147 -128581.92208984376 -61797.18987165179 33658.041481868364 -94044.934522804062 93306.581597222234 21285.584562874312 20263.058048308842 -965.12263773611903 192646.99302662036 11338.748876953126 92552.193792724618 -121894.36619318182 -33373.771115333446 -20956.658355594758 106580.31997070313 -4033.1589798884897 -20267.306882559074 56011.680226934528 -2318.8205154718139 19283.501197772792 96735.690149456525 -90906.1044128418 -19780.797050678157
leaf_weight=1858867 200818 2004014 50 87 53 26 143 25 28 131 37 27 407 252 3497 27 22 64 22 69 155 24 2361 1623 84 102 181 23 64 521
leaf_count=1858867 200818 2004014 50 87 53 26 143 25 28 131 37 27 407 252 3497 27 22 64 22 69 155 24 2361 1623 84 102 181 23 64 521
internal_value=0 31.4578 525.901 716.773 21014.1 30910.9 16777.1 -53827.4 26615.4 7706.27 -29246.8 14344.7 -3951.51 -8340.25 1354.56 62260.9 111243 44993.7 4410.4 -7673.34 10245.8 27768.9 -9495.27 -16362.2 8492.83 24024 647.104 -13192.1 -16492.8 -9708.66
internal_weight=0 2.21494e+06 210923 202299 692 605 417 51 366 223 92 55 8624 4720 3904 188 49 139 75 4670 431 276 4239 1878 255 186 201607 789 766 702
internal_count=4073804 2214937 210923 202299 692 605 417 51 366 223 92 55 8624 4720 3904 188 49 139 75 4670 431 276 4239 1878 255 186 201607 789 766 702
is_linear=0
shrinkage=0.1


Tree=3430
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 6 4 1 3 1 6 6 6 3 6 6 0 3 6 6 6 5 0 6 6 2 6 0 3 1
split_gain=5.31345e+11 7.95524e+12 1.6475e+13 1.48975e+13 2.40769e+13 2.01669e+13 1.97125e+13 2.91833e+13 1.89843e+13 1.85037e+13 1.67146e+13 2.47703e+13 2.47083e+13 2.74292e+13 1.37064e+13 7.35913e+13 4.65698e+13 1.59401e+13 1.31905e+13 1.80495e+13 1.31415e+13 1.73309e+13 2.00553e+13 2.30921e+13 4.56756e+13 4.48434e+13 3.63356e+13 3.47668e+13 3.29857e+13 4.31352e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 44.739668300000005 11.500000000000002 130.05000000000004 10.500000000000002 37.71815560000001 8.5000000000000018 37.780517050000007 101.02000000000002 112.00500000000001 93.050000000000011 4.5000000000000009 66.990000000000023 67.00500000000001 44.685196900000008 8.5000000000000018 32.515000000000008 30.025000000000002 30.025000000000002 1.5000000000000002 59.838047850000002 66.010000000000005 60.005000000000003 75.000000000000014 60.305000000000007 55.539595350000006 5.5000000000000009 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -6 12 -12 14 -14 -4 16 -16 -17 19 -5 -1 -22 23 24 -23 26 -26 -27 29 -25
right_child=-2 -3 3 18 9 -7 7 -9 -10 -11 11 -13 13 -15 15 17 -18 -19 -20 -21 21 22 -24 28 25 27 -28 -29 -30 -31
leaf_value=2721.5403402184079 -21.338308592704958 325.62200558275936 -3299.1311538239884 -4236.5836417010451 -37292.817098576714 81409.221672453714 112870.57325140771 -10751.256639476103 1995.7307256283966 36762.022255067568 -104455.05952380953 21266.179942626957 -32983.803593750003 114603.42270220589 -14192.588139204545 2470.7072531817039 -198865.71775173611 -45334.347631835939 -1275.6268315359655 9413.161952320228 -1089.6777220566732 840.60373999605463 -891.12992488586428 -731.6351283466804 38670.217830684269 4311.085871417903 -4552.7381650892221 13247.20271145367 3989.9824113118661 -9802.7925971117747
leaf_weight=18187 3019657 547034 1237 1524 383 27 47 85 23 37 42 25 20 34 22 310 36 90 116097 2659 108937 105271 80678 31441 203 10242 4641 7573 10951 6291
leaf_count=18187 3019657 547034 1237 1524 383 27 47 85 23 37 42 25 20 34 22 310 36 90 116097 2659 108937 105271 80678 31441 203 10242 4641 7573 10951 6291
internal_value=0 61.1247 -224.194 -1233.08 -9004.62 -4429.53 -5605.41 28625.6 76440.3 -30768.9 -8527.1 -57544.1 -6649.38 59941.5 -8770.86 -23549.3 -128817 -8285.43 -1076.85 4440.13 97.823 -32.4716 415.149 1011.87 1717.25 5790.02 -2741.37 8109.75 -841.74 -2244.06
internal_weight=0 1.05415e+06 507113 122698 2418 1998 1971 155 70 420 1816 67 1749 54 1695 458 58 400 120280 4183 384415 366228 257291 176613 127930 22659 4844 17815 48683 37732
internal_count=4073804 1054147 507113 122698 2418 1998 1971 155 70 420 1816 67 1749 54 1695 458 58 400 120280 4183 384415 366228 257291 176613 127930 22659 4844 17815 48683 37732
is_linear=0
shrinkage=0.1


Tree=3431
num_leaves=31
num_cat=0
split_feature=1 1 4 0 4 0 1 0 7 4 4 1 0 0 0 4 6 6 4 4 5 0 7 0 4 1 4 0 0 0
split_gain=6.03634e+11 5.64867e+12 4.92082e+13 5.20815e+13 6.38835e+13 7.45806e+13 5.26693e+13 1.28067e+14 4.87707e+13 3.36469e+13 6.19746e+13 9.98779e+13 5.34932e+13 5.34754e+13 1.04346e+14 8.46596e+13 7.07234e+13 6.63686e+13 6.43729e+13 7.70916e+13 1.03399e+14 6.88074e+13 6.0787e+13 5.60278e+13 5.34647e+13 6.73538e+13 9.76009e+13 6.7663e+13 1.37906e+14 6.83061e+13
threshold=30.452677500000004 30.425503950000003 23.500000000000004 59.898927250000007 24.500000000000004 59.882709350000006 30.438492500000006 59.905532300000012 6.0000000000000009 16.500000000000004 17.500000000000004 30.438492500000006 59.982409200000006 59.990753350000013 59.91832440000001 9.5000000000000018 84.810000000000016 65.805000000000021 14.500000000000002 12.500000000000002 1.5000000000000002 59.848366150000011 6.0000000000000009 59.933037250000005 18.500000000000004 30.438492500000006 21.500000000000004 59.905532300000012 59.898927250000007 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -5 -8 13 11 -11 24 14 18 16 22 23 19 -3 -21 -20 -16 -17 -12 26 -26 28 -28 -29
right_child=-2 2 3 6 -6 -7 8 -9 -10 10 12 -13 -14 -15 15 17 -18 -19 21 20 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-3.1345445775935765 -11.839151546046784 7157.8901413461781 -12632.973528952018 -172235.84505208334 -7204.6824301733495 -82912.199104222906 -1313.9188508762559 -7334.964059383623 31159.726240657852 42311.88008676043 26733.903009349837 -3207.0574761009902 -3303.1998811808839 8863.9546785645471 1553.4976695054881 -62440.88537403052 133796.87288330079 -63004.457807062572 151212.87089062502 -444.15047360751299 98917.157222937705 -16344.965183801613 -169946.84475446431 -13992.448584295425 6691.0462047758556 -474.63537275125827 10832.60555658755 -69083.431623492317 171343.12953796389 68081.224640625005
leaf_weight=319304 3721746 2421 303 48 1104 301 1179 2503 761 1133 1465 839 5698 3915 1304 276 40 449 25 193 229 1245 21 1766 798 4361 92 57 128 100
leaf_count=319304 3721746 2421 303 48 1104 301 1179 2503 761 1133 1465 839 5698 3915 1304 276 40 449 25 193 229 1245 21 1766 798 4361 92 57 128 100
internal_value=0 125.156 1375.81 -6646.5 -21509.6 -47656.2 -993.831 -10437.8 11424.5 3248.53 6452.23 22945.6 3891.01 -706.481 -5408.23 -17226.3 2790.29 -28194.8 5671.38 14032.9 53474.7 -13046.6 -1164.62 -20540.8 9746.27 5250.81 26500.7 68432.1 104221 18282.6
internal_weight=0 352058 32754 6199 1708 604 4491 2551 1940 26555 14671 1972 12699 11884 7969 3856 1365 2491 4113 2843 422 1270 1325 2042 7001 5536 1175 377 220 157
internal_count=4073804 352058 32754 6199 1708 604 4491 2551 1940 26555 14671 1972 12699 11884 7969 3856 1365 2491 4113 2843 422 1270 1325 2042 7001 5536 1175 377 220 157
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=31
num_cat=0
split_feature=0 7 1 4 1 6 1 0 0 4 2 0 4 0 6 4 4 4 6 1 0 6 6 6 0 6 2 0 0 0
split_gain=5.00729e+11 1.13071e+13 2.14516e+13 2.80959e+13 5.71871e+13 6.98922e+13 4.298e+13 6.64959e+13 9.54631e+13 4.06196e+13 4.63002e+13 3.36509e+13 3.19878e+13 5.29824e+13 2.65682e+13 2.64208e+13 3.85267e+13 3.50419e+13 6.32716e+13 2.38629e+13 8.78353e+13 3.5762e+13 2.85333e+13 2.54563e+13 2.39016e+13 2.60337e+13 2.5319e+13 2.51774e+13 1.07305e+14 2.0785e+13
threshold=59.825842200000004 6.0000000000000009 30.452677500000004 23.500000000000004 30.509101000000005 106.49500000000002 30.472130500000002 59.963561900000009 59.882709350000006 13.500000000000002 3338.0000000000005 59.990753350000013 18.500000000000004 59.856552950000008 96.050000000000011 21.500000000000004 16.500000000000004 22.500000000000004 57.410000000000004 30.509101000000005 59.898927250000007 51.015000000000008 57.005000000000003 48.810000000000009 60.034792100000011 36.605000000000011 3338.0000000000005 59.963561900000009 59.905532300000012 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 15 8 12 10 -10 -9 13 -8 19 16 -4 -17 -19 20 21 23 -23 -5 25 -22 27 28 -27 -2
right_child=1 2 3 14 -6 -7 7 11 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-11.441084655729457 2903.0883737010008 -124.73007532675356 -31549.23356744547 23383.967107926775 -2076.5875216233749 123451.72521763394 -92139.760262044278 121971.41087239583 -69051.902510513799 -91149.903679160474 37362.787840996418 -2290.6785250506823 -28919.307315394395 75081.424749891492 -92666.184791666674 -62212.581685251644 1724.8888892759094 -27504.71099464699 104434.90777529763 -8243.4784554150992 15010.905488939272 83429.231474830071 30644.2256683224 -33003.758614979619 37980.631463037782 -14127.800095942985 4433.5087792450468 1690.6821513628279 -127169.54501519096 165.26969954694039
leaf_weight=3681717 31797 124735 452 617 8111 35 24 24 124 378 61 237 166 90 30 215 1512 270 42 1812 653 177 243 92 146 1254 1238 700 90 216762
leaf_count=3681717 31797 124735 452 617 8111 35 24 24 124 378 61 237 166 90 30 215 1512 270 42 1812 653 177 243 92 146 1254 1238 700 90 216762
internal_value=0 107.432 -599.262 -3748.88 -6745.46 -17177.8 -18546.9 -34971.2 -48627 -72358.7 -33963.8 9135.72 -909.397 39877 1240.19 -11267.7 -5932.9 -31149.4 -9743.61 1641.39 5079.27 29765.4 52889.3 16067.1 -1750.08 -3224.2 -6852.33 -13687.9 -21697.6 515.506
internal_weight=0 392087 143528 18793 11741 3630 3595 1104 843 563 185 261 280 114 7052 2491 1964 527 312 7022 5210 1129 420 709 4081 3935 3282 2044 1344 248559
internal_count=4073804 392087 143528 18793 11741 3630 3595 1104 843 563 185 261 280 114 7052 2491 1964 527 312 7022 5210 1129 420 709 4081 3935 3282 2044 1344 248559
is_linear=0
shrinkage=0.1


Tree=3433
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 6 0 4 7 4 6 3 3 6 5 6 0 4 4 4 0 0 6 4 6 6 5 3 7
split_gain=5.54681e+11 6.85949e+12 2.52419e+13 5.31151e+13 6.19448e+13 5.71936e+13 5.3045e+13 4.23035e+13 5.76327e+13 3.92194e+13 4.81899e+13 5.31859e+13 4.71837e+13 3.97164e+13 5.93679e+13 3.88156e+13 3.70893e+13 3.67725e+13 7.48798e+13 8.61262e+13 4.42228e+13 1.38785e+14 1.29687e+14 1.09208e+14 1.10784e+14 7.69374e+13 8.05737e+13 7.92652e+13 6.43724e+13 4.8911e+13
threshold=30.242318500000007 30.260128500000004 59.848366150000011 59.950512650000007 13.500000000000002 59.91832440000001 102.04000000000001 59.856552950000008 9.5000000000000018 6.0000000000000009 6.5000000000000009 130.05000000000004 9.5000000000000018 3.5000000000000004 58.995000000000012 2.5000000000000004 72.50500000000001 59.990753350000013 15.500000000000002 12.500000000000002 7.5000000000000009 59.982409200000006 59.982409200000006 73.41500000000002 8.5000000000000018 52.015000000000008 40.205000000000005 1.5000000000000002 3.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 16 -4 -9 10 -7 13 15 14 -12 -11 -2 18 19 20 22 23 -5 25 -25 26 -22 -28 -27 -30
right_child=1 -3 3 17 -6 9 -8 8 -10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-214.70473511260772 -9280.368463222967 -2.2860164554910303 17575.945318885217 -49250.957797799063 54195.37713117231 3320.813344152114 136992.203898112 -3419.7963658088238 -68189.494296309756 -23353.423369859909 36145.225535425649 -99618.453532608692 149176.98125000001 39442.974957437429 151678.09945484204 47223.827281250007 -83387.245142633154 2719.6464725189221 -69895.514929803539 81781.136077535382 38581.632272270443 -67152.662413667989 117306.05984665891 107084.95298108552 -76732.570206671677 -447.80741112385323 -19212.574169407897 -175725.36497395835 194138.3006689453 69942.741407526555
leaf_weight=116874 1384 3940012 390 93 362 340 24 425 203 353 87 23 20 452 91 100 71 10666 202 106 223 401 94 38 239 109 190 39 40 153
leaf_count=116874 1384 3940012 390 93 362 340 24 425 203 353 87 23 20 452 91 100 71 10666 202 106 223 401 94 38 239 109 190 39 40 153
internal_value=0 6.34163 2015.62 3211.16 15549.2 9917.2 -10464.3 -8292.01 -24356.5 22561.8 33850.4 49746.3 -1137.07 55199.3 95209.8 -7773.46 -12896.6 422.774 -12290.5 -5544.84 -11262.3 -17234.7 34472.9 2180.53 -51515.7 21907.1 -4203.48 -45867.6 60986.6 95682.8
internal_weight=0 3.95693e+06 16918 15439 2846 2484 1479 1018 628 1466 993 653 473 630 178 453 1455 12593 1927 1725 1619 1432 187 1031 277 754 452 229 302 193
internal_count=4073804 3956930 16918 15439 2846 2484 1479 1018 628 1466 993 653 473 630 178 453 1455 12593 1927 1725 1619 1432 187 1031 277 754 452 229 302 193
is_linear=0
shrinkage=0.1


Tree=3434
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 6 4 0 0 7 0 0 4 3 0 4 0 0 7 6 7 4 4 3 6 0 0 6 3
split_gain=5.32105e+11 1.21512e+13 6.35596e+13 6.92345e+13 6.37493e+13 4.76824e+13 4.64342e+13 4.96065e+13 4.60712e+13 7.35671e+13 6.6791e+13 5.90736e+13 1.80883e+14 5.40499e+13 5.28568e+13 5.17906e+13 4.86304e+13 5.82597e+13 7.81876e+13 2.25462e+14 5.15214e+13 4.49748e+13 6.62081e+13 4.04524e+13 1.12091e+14 1.03438e+14 7.23781e+13 5.54876e+13 5.75803e+13 4.62169e+13
threshold=37.503969450000007 37.488790500000007 55.812023600000011 55.82518790000001 77.565000000000012 55.988910100000005 62.010000000000012 8.5000000000000018 55.759969450000007 55.768246800000007 6.0000000000000009 55.60524465000001 55.568628050000008 21.500000000000004 3.5000000000000004 55.775215600000003 15.500000000000002 55.462387050000011 55.554045200000012 6.0000000000000009 57.995000000000012 6.0000000000000009 4.5000000000000009 18.500000000000004 16.500000000000004 80.720000000000013 55.685785750000008 55.667390500000003 64.405000000000015 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 8 4 6 -5 7 -4 11 -10 14 12 16 -12 -11 -15 17 -3 21 20 -20 22 -19 24 26 -25 27 28 -13 -29
right_child=-2 2 3 5 -6 -7 -8 -9 9 10 13 23 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-17.011621400894256 16.742553614068861 -8900.1593343989334 -7561.4903485576933 5991.2208499841627 -75828.739817708338 -22304.841348955415 197510.12656250002 105104.69638671876 -123549.73602678571 -33546.559881314366 -11439.214993006668 -1807.0446454729354 -54437.703504379271 4919.8948293766516 14902.632109091799 -91025.587203788062 -15768.978692765986 52328.863697525223 19901.005303744612 -68007.123087472297 145410.07378125002 52313.541204464382 -38376.502674530777 45177.575525545864 -178154.87022633274 -159841.02788461538 -15620.934263928806 114491.3068980824 76873.065263407931 22399.615397587531
leaf_weight=704272 3354007 1371 65 5423 30 669 29 98 70 352 273 574 800 71 625 271 1756 158 58 274 75 611 164 460 34 26 859 110 111 108
leaf_count=704272 3354007 1371 65 5423 30 669 29 98 70 352 273 574 800 71 625 271 1756 158 58 274 75 611 164 460 34 26 859 110 111 108
internal_value=0 -78.0145 -2845.33 4882.82 59737.4 2883.86 80919.6 60176.5 -8142.87 -23215.6 -18803.9 -4824.44 -10647.2 -44620.4 -2552.96 -71107.1 -2804.7 5592.67 20420.8 -16152.2 90676.8 36374.9 6131.1 8614.83 1688.88 34209.5 5159.19 24926.8 10942.6 68867.9
internal_weight=0 719797 15525 6314 222 6092 192 163 9211 1662 1592 7549 5267 615 977 342 4467 2711 1340 407 133 933 322 2282 1796 486 1762 903 685 218
internal_count=4073804 719797 15525 6314 222 6092 192 163 9211 1662 1592 7549 5267 615 977 342 4467 2711 1340 407 133 933 322 2282 1796 486 1762 903 685 218
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 6 1 1 6 0 0 4 6 4 4 3 0 4 6 1 1 4 6 6 5 3 3 4 6 3
split_gain=5.29416e+11 3.47747e+12 1.0156e+13 8.31473e+12 1.46108e+13 1.1649e+13 1.04341e+13 1.58509e+13 1.77069e+13 1.60957e+13 1.40145e+13 9.62278e+12 8.805e+12 8.62213e+12 2.66048e+13 2.85191e+13 7.85736e+12 7.74374e+12 1.47648e+13 1.58175e+13 2.00347e+13 2.8952e+13 1.4752e+13 1.10135e+13 1.00298e+13 9.37293e+12 8.92933e+12 9.11193e+12 7.56906e+12 7.24186e+12
threshold=41.505000000000003 59.882709350000006 60.002985000000002 59.838047850000002 30.509101000000005 28.980000000000004 30.452677500000004 30.472130500000002 31.995000000000001 59.856552950000008 59.856552950000008 24.500000000000004 31.005000000000006 19.500000000000004 23.500000000000004 12.500000000000002 59.864072000000007 24.500000000000004 35.995000000000012 30.425503950000003 30.472130500000002 26.500000000000004 35.57500000000001 35.305000000000007 3.5000000000000004 5.5000000000000009 24.500000000000004 25.500000000000004 41.005000000000003 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 17 -1 5 11 -7 10 12 29 -8 -5 -9 -12 15 -15 -11 24 22 26 21 -21 23 -19 -3 -26 28 -28 -20 -10
right_child=-2 2 -4 4 -6 6 7 8 9 16 13 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=37.946499248316336 -24.749062869145813 2183.0776638265247 -310.50636811384931 -11334.584474065487 -11987.045860835406 -1557.5741687431346 -38013.339109848486 8850.5123691491917 -5439.7025963541673 -18188.720624063692 16123.783567372999 -64467.58383246528 45219.588400408546 154391.41166596286 16115.089910768995 12590.642387058426 10517.756160198711 3258.3594884350669 383.24000959440582 -16675.073863145171 6723.632488146417 -96736.266223404265 27576.720211055363 -19782.760872216582 -85927.491906372074 665.47268750000012 74042.034103393555 8514.8057326543912 -38173.436009360266 33925.293083732358
leaf_weight=1180749 2768799 42717 56246 641 1375 15756 33 171 75 558 199 36 109 37 102 23 115 2409 1294 1159 373 47 232 227 25 25 32 63 53 124
leaf_count=1180749 2768799 42717 56246 641 1375 15756 33 171 75 558 199 36 109 37 102 23 115 2409 1294 1159 373 47 232 227 25 25 32 63 53 124
internal_value=0 52.5095 604.642 4.24716 -2051.68 -1291.84 -788.335 7051.34 1129.66 -5895.65 24365.5 -14160 23008.5 30067.7 47196.3 100034 -13283.5 1662.55 -1737.15 -6615.89 -13530.8 -19795.2 3401.85 1274.17 2130.68 -42631 955.963 30587.1 -1133.84 19089.2
internal_weight=0 1.305e+06 104902 1.2001e+06 19354 17979 17302 1546 1152 872 394 677 280 361 162 60 673 48656 5889 3021 1579 1206 2868 2636 42767 50 1442 95 1347 199
internal_count=4073804 1305005 104902 1200103 19354 17979 17302 1546 1152 872 394 677 280 361 162 60 673 48656 5889 3021 1579 1206 2868 2636 42767 50 1442 95 1347 199
is_linear=0
shrinkage=0.1


Tree=3436
num_leaves=31
num_cat=0
split_feature=6 5 0 3 0 1 1 1 6 6 3 6 3 4 4 4 0 3 1 1 1 6 1 1 1 3 6 4 3 1
split_gain=5.14047e+11 1.00414e+13 1.81046e+13 2.00469e+13 1.91721e+13 3.32713e+13 2.00198e+13 3.15477e+13 2.69906e+13 1.95388e+13 1.89448e+13 3.29565e+13 3.85329e+13 2.02685e+13 1.74659e+13 1.6691e+13 2.60973e+13 2.79111e+13 6.07289e+13 2.83853e+13 5.24608e+13 2.7424e+13 3.72373e+13 2.68279e+13 3.44518e+13 3.834e+13 2.18711e+13 3.6094e+13 2.16069e+13 2.99508e+13
threshold=71.030000000000015 2.5000000000000004 45.067157700000003 2.5000000000000004 47.207933300000008 36.865631950000008 39.033214400000013 39.596303450000001 80.030000000000015 85.020000000000024 14.500000000000002 72.020000000000024 15.500000000000002 3.5000000000000004 24.500000000000004 19.500000000000004 45.053967500000006 10.500000000000002 39.735861600000007 38.977585500000011 39.01296365000001 77.565000000000012 38.999037500000007 39.033214400000013 39.712886600000012 15.500000000000002 75.010000000000005 20.500000000000004 6.5000000000000009 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 8 -8 -10 13 12 -12 -7 -2 -5 17 18 28 -19 -21 22 -18 -22 26 -26 -25 -28 29 -17
right_child=1 -3 4 15 -6 6 7 -9 9 -11 11 -13 -14 -15 -16 16 21 19 -20 20 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-15.473669210626429 -4073.8470975063392 262.40572035079452 117877.91778273811 4208.0333590186792 -1104.1221094413065 16887.695784246858 12061.281702833205 -9593.2233872194811 136743.72524414063 38466.524481534092 136387.29959935899 -5964.7710517035594 1269.0223452360733 -16924.691305256023 -76031.351101505061 33828.015059496007 -15742.093575402463 14054.627760165691 -123023.18540683962 -57487.295878956851 40325.837643694198 33777.777796970229 56854.382521802327 720.97091853651898 71610.773397640311 -14216.409209600226 -147607.1472723599 -29102.746303754149 -25632.309890322365 -15038.491616681871
leaf_weight=3424081 4275 536231 21 17107 83387 189 333 706 32 55 39 360 46 2860 34 184 396 869 53 193 140 357 86 215 98 111 29 226 697 394
leaf_count=3424081 4275 536231 21 17107 83387 189 333 706 32 55 39 360 46 2860 34 184 396 869 53 193 140 357 86 215 98 111 29 226 697 394
internal_value=0 81.5472 -772.98 1575.35 -1452.28 -7707.86 -8278.71 3317.1 25018.7 74614.5 -12015.6 7258.79 63264.5 -14828.7 -4641.63 2841.66 -2932.67 -7038.24 -18137.6 798.01 -10585.4 12770.3 -2789.2 467.195 -7751.08 26027.9 -22772 -42579.7 -13777.7 517.628
internal_weight=0 649723 113492 25464 88028 4641 4620 1126 420 87 3494 445 85 3049 4309 21155 4048 3209 1328 1881 1012 839 482 819 679 209 470 255 1275 578
internal_count=4073804 649723 113492 25464 88028 4641 4620 1126 420 87 3494 445 85 3049 4309 21155 4048 3209 1328 1881 1012 839 482 819 679 209 470 255 1275 578
is_linear=0
shrinkage=0.1


Tree=3437
num_leaves=31
num_cat=0
split_feature=0 6 1 4 1 4 6 5 4 3 6 4 4 6 5 7 4 6 4 1 6 3 6 6 3 3 5 4 6 5
split_gain=5.12944e+11 4.49871e+12 1.05395e+13 1.28419e+13 1.82663e+13 1.14087e+13 5.23483e+13 1.61655e+13 8.53709e+12 1.22843e+13 1.51937e+13 1.47123e+13 1.61815e+13 1.11349e+13 1.06612e+13 1.14958e+13 1.74358e+13 2.75799e+13 2.15643e+13 9.71024e+12 9.45809e+12 1.86181e+13 1.04712e+13 2.41363e+13 9.06001e+12 1.89269e+13 8.57662e+12 7.89363e+12 7.85982e+12 1.74234e+13
threshold=43.472751400000007 125.02000000000002 42.186961750000002 3.5000000000000004 39.908802000000009 9.5000000000000018 134.05000000000004 3.5000000000000004 9.5000000000000018 5.5000000000000009 149.05000000000004 7.5000000000000009 8.5000000000000018 168.45000000000002 2.5000000000000004 6.0000000000000009 13.500000000000002 168.45000000000002 14.500000000000002 45.71452080000001 189.00000000000003 5.5000000000000009 156.15000000000003 149.05000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 11.500000000000002 116.05000000000001 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 28 3 -3 -5 6 -6 -8 9 -4 19 -12 -13 -14 -10 20 17 24 -18 -11 21 -16 23 26 25 -17 -23 -26 -1 -30
right_child=-2 2 8 4 5 -7 7 -9 14 10 11 12 13 -15 15 16 18 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-338.04105001310506 3.8448201240306235 -24086.309710198482 1183.7942818437475 -22257.726728219699 214066.10049715909 19931.91067793997 88716.955781250013 -35503.311505681821 -36396.843581814239 -21323.810879629629 46659.540706380212 -98315.267187500009 -44476.450532670453 58619.333671875 -5613.5492047119151 -53386.676740056828 -98414.609241071434 77397.566449652775 6762.5302201704544 -100195.69724451014 -19933.546419270835 42730.903081825665 107303.41357758621 -50381.009375000001 -38742.849144580701 56950.427071049533 99483.066385135142 12346.666764987247 -3083.6390825771282 -39069.732192726595
leaf_weight=44583 4026531 37 794 33 22 38 20 22 45 27 36 24 22 20 80 22 35 54 44 37 36 95 29 24 79 53 37 49 710 166
leaf_count=44583 4026531 37 794 33 22 38 20 22 45 27 36 24 22 20 80 22 35 54 44 37 36 95 29 24 79 53 37 49 710 166
internal_value=0 -327.487 4555.98 28107.2 42412.1 63334.6 89105 23649.2 2088.99 -3988.51 -28728.3 -4763.9 -32813.1 4616.78 10643.8 13967 1252.01 13881.9 -39834.9 -66921.6 28160.4 34693.9 52124.1 41866.4 -3013.95 24584.9 58638.7 -19185.1 -522.357 -9902.92
internal_weight=0 47273 1814 172 135 102 64 42 1642 960 166 102 66 42 682 637 336 257 79 64 301 265 185 156 203 75 132 128 45459 876
internal_count=4073804 47273 1814 172 135 102 64 42 1642 960 166 102 66 42 682 637 336 257 79 64 301 265 185 156 203 75 132 128 45459 876
is_linear=0
shrinkage=0.1


Tree=3438
num_leaves=31
num_cat=0
split_feature=6 5 0 1 6 4 2 0 4 6 0 4 4 1 0 6 3 6 1 4 2 1 2 2 5 3 6 1 1 1
split_gain=5.0857e+11 5.76997e+12 8.55749e+12 1.01589e+13 1.5342e+13 2.3349e+13 6.58172e+13 4.55106e+13 3.81768e+13 2.91158e+13 2.53362e+13 2.30409e+13 4.13522e+13 1.62722e+13 1.90004e+13 2.21141e+13 1.58911e+13 2.49508e+13 1.56004e+13 1.51896e+13 1.6282e+13 1.35104e+13 2.21223e+13 1.71955e+13 1.64836e+13 8.81683e+12 9.52392e+12 1.80007e+13 8.76912e+12 8.41158e+12
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 38.247071200000008 247.90000000000001 5.5000000000000009 2851.5000000000005 43.687280500000007 14.500000000000002 156.15000000000003 55.080855950000007 8.5000000000000018 11.500000000000002 65.493200550000012 56.262014700000009 149.05000000000004 16.500000000000004 130.05000000000004 39.723160900000003 6.5000000000000009 3062.5000000000005 82.971668900000012 5444.0000000000009 3930.5000000000005 1.5000000000000002 2.5000000000000004 156.15000000000003 30.425503950000003 38.91194105000001 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 10 13 19 -12 -13 14 15 16 17 -10 -11 -7 -21 22 23 24 -8 26 27 -4 -6 -27
right_child=1 -3 3 4 28 8 21 -9 9 18 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=3.5129108009249688 -21911.243383267396 -656.39469368602272 -14328.78877704327 199986.09 60786.86387500001 47230.164937499998 -12107.628978794644 23398.403370949076 -38317.024255952383 129414.57932812499 108098.33973958335 -61935.117588141031 104897.7840657552 56450.324676724144 35615.657601351348 26086.788693763472 -22359.691834677418 -190706.79161931819 27157.740244932433 186300.96866122159 78050.634114583343 29639.055429687505 -152205.7334449405 41062.394506835939 -107225.38729440789 24732.322779521004 -6010.4447571997553 -125872.38899456522 788.85992095290112 -5704.8122833681782
leaf_weight=4033928 117 37526 39 20 25 25 35 54 21 25 30 39 24 29 37 29 31 22 37 33 24 20 21 21 38 122 102 23 952 355
leaf_count=4033928 117 37526 39 20 25 25 35 54 21 25 30 39 24 29 37 29 31 22 37 33 24 20 21 21 38 122 102 23 952 355
internal_value=0 -355.372 4451.5 5832.8 10112.7 22485.9 -4671.41 71124.8 36465.8 9775.75 71696.7 35968 1620.27 -11727.8 -25850.4 -47930.5 -76937.3 -116284 68390.3 112218 140722 -46219 -59411.7 -38681.1 -61621 -4796.91 -24798.5 -55707.9 2324.12 2079.95
internal_weight=0 39876 2350 2233 1592 615 209 74 406 231 175 93 63 169 140 103 74 43 62 82 57 135 115 94 73 641 164 62 977 477
internal_count=4073804 39876 2350 2233 1592 615 209 74 406 231 175 93 63 169 140 103 74 43 62 82 57 135 115 94 73 641 164 62 977 477
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=31
num_cat=0
split_feature=0 3 4 6 2 6 6 4 1 1 4 1 0 1 1 4 3 1 1 1 3 5 0 7 4 4 6 3 1 3
split_gain=4.89712e+11 3.01862e+12 9.22833e+12 4.57863e+12 3.33619e+12 2.8385e+12 7.22013e+12 7.81591e+12 8.86625e+12 1.03237e+13 1.00297e+13 9.4375e+12 8.7686e+12 8.64432e+12 8.17645e+12 9.45375e+12 8.11383e+12 7.1902e+12 7.59721e+12 1.40715e+13 1.38196e+13 1.64746e+13 2.95616e+13 1.00176e+13 1.10228e+13 1.05793e+13 1.64277e+13 9.46059e+12 8.82227e+12 3.16651e+13
threshold=54.94110555000001 26.500000000000004 27.500000000000004 42.875000000000007 2691.5000000000005 30.025000000000002 25.305000000000003 8.5000000000000018 39.178027400000005 38.247071200000008 17.500000000000004 82.906746050000024 45.00849250000001 83.050033500000012 20.507515800000004 12.500000000000002 1.5000000000000002 39.908802000000009 39.723160900000003 39.703507450000011 4.5000000000000009 1.5000000000000002 43.6005307 6.0000000000000009 4.5000000000000009 4.5000000000000009 29.015000000000004 2.5000000000000004 39.735861600000007 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 -3 -4 6 -1 12 9 14 11 -10 17 -13 15 -9 -14 18 19 -8 21 23 -23 25 -25 27 28 -20 29 -27
right_child=-2 2 4 -5 -6 -7 7 8 10 -11 -12 13 16 -15 -16 -17 -18 -19 20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=797.69334597930174 -23.751244044834245 -8935.4041100543473 -36282.134670410152 -65191.222210536864 7658.5794606606796 89.489875507072867 5461.3950472600336 30908.994339693512 -8650.4429659914786 2471.9983714756822 1783.4308537134855 10256.011587794215 -4082.2630285658415 -4172.4474590948012 -10875.473131935107 -22003.8027109375 -177.24576277056767 -1046.8884360318443 -15131.143078307014 -12293.020128519354 37215.220361395943 115717.64139569258 -15536.359936523439 -2108.1109154929577 -70678.375345982146 -12491.824895608836 31056.097790825079 17035.940449254656 -15623.002251771439 133426.18234375
leaf_weight=26480 2772653 23 20 39 127 1224341 2646 104 5629 4290 1878 509 7362 2254 1098 50 19191 3225 279 537 180 37 32 71 35 58 328 136 172 20
leaf_count=26480 2772653 23 20 39 127 1224341 2646 104 5629 4290 1878 509 7362 2254 1098 50 19191 3225 279 537 180 37 32 71 35 58 328 136 172 20
internal_value=0 50.6121 -11966.4 -44322.1 1680.25 52.5426 -537.998 -1243.67 -3083.13 140.373 -4822.63 -6300.97 -395.92 -1514.44 -7848.98 13729.5 -1259.94 2562.09 5130.82 2466.07 11423 7448.21 54846.2 4472.36 -24749.2 7591.68 16337.8 -4589.64 -2972.63 24923
internal_weight=0 1.30115e+06 209 62 147 1.30094e+06 76601 50121 15812 5542 10270 8392 34309 2763 1252 154 26553 7756 4531 3183 1348 1168 69 1099 106 993 578 415 250 78
internal_count=4073804 1301151 209 62 147 1300942 76601 50121 15812 5542 10270 8392 34309 2763 1252 154 26553 7756 4531 3183 1348 1168 69 1099 106 993 578 415 250 78
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 1 3 4 1 6 6 1 5 1 4 4 3 3 4 1 1 1 1 0 3 1 3 4 6 3
split_gain=4.93864e+11 3.42228e+12 7.88406e+12 1.18237e+13 1.0748e+13 1.11429e+13 2.64602e+13 1.0229e+13 7.44799e+12 1.05505e+13 6.99494e+12 9.79063e+12 1.96794e+13 2.154e+13 8.42612e+12 1.40828e+13 1.13719e+13 7.83407e+12 7.12921e+12 7.05464e+12 6.74161e+12 1.77501e+13 1.65757e+13 1.51243e+13 1.34932e+13 9.54484e+12 1.25225e+13 1.2511e+13 1.10842e+13 1.25297e+13
threshold=41.505000000000003 40.015000000000008 43.687280500000007 43.550475500000012 40.905000000000008 39.735861600000007 3.5000000000000004 5.5000000000000009 39.939672500000007 40.610000000000007 41.285000000000004 39.735861600000007 1.5000000000000002 39.749243900000003 7.5000000000000009 12.500000000000002 2.5000000000000004 3.5000000000000004 6.5000000000000009 39.718675700000013 82.92647190000001 65.593879100000024 65.534455000000023 57.14107305000001 1.5000000000000002 82.918694400000007 3.5000000000000004 16.500000000000004 41.005000000000003 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 -1 3 8 5 6 -5 -7 9 -3 11 14 13 -13 16 -16 19 -18 -15 -6 21 22 -4 -24 -22 27 28 -23 -27 -30
right_child=-2 2 20 4 10 7 -8 -9 -10 -11 -12 12 -14 18 15 -17 17 -19 -20 -21 24 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-6.9495771880020971 -23.903640779374101 26668.34479166667 180.11326337555971 170661.10000000001 27683.921132812498 -41733.216562500005 28557.976027960529 58194.155208333337 4980.102657029609 -38876.572209676109 51157.774445857562 140531.46536458333 -12501.980613754735 71624.382633463538 -62810.699502144606 10464.403616898147 67687.305902248481 4220.2624419341219 2006.7680381373357 -45365.367976262023 -2944.1032751492671 -417.46871426808241 2695.2318871536518 23656.683327192339 2082.7970509811184 -11949.286383751978 -7983.9037888121666 -9459.8528095969832 -43066.444463433167 -130854.67998511906
leaf_weight=1158149 2768799 33 89948 20 20 20 38 21 476 96 43 24 66 24 51 54 41 37 38 39 6142 4285 869 570 40876 79 473 2380 72 21
leaf_count=1158149 2768799 33 89948 20 20 20 38 21 476 96 43 24 66 24 51 54 41 37 38 39 6142 4285 869 570 40876 79 473 2380 72 21
internal_value=0 50.7158 505.482 8785.64 19600.7 49351.9 77559.1 9449.1 -795.978 -22109.3 12860.7 8681.11 28571.5 60093 -3812.02 -25126.4 12523.8 37581.1 28955.5 -20602.9 440.645 -28.8268 350.458 10998.2 1426.13 -4770.51 -16386.2 -3646.41 -39492.6 -62889.6
internal_weight=0 1.305e+06 146856 1141 536 99 58 41 605 129 437 394 152 86 242 105 137 78 62 59 145715 98697 91387 1439 47018 7310 645 6665 172 93
internal_count=4073804 1305005 146856 1141 536 99 58 41 605 129 437 394 152 86 242 105 137 78 62 59 145715 98697 91387 1439 47018 7310 645 6665 172 93
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=31
num_cat=0
split_feature=3 0 0 4 0 1 0 1 6 1 1 6 4 7 0 1 6 6 6 6 6 4 4 6 6 1 6 0 4 6
split_gain=5.05089e+11 6.0142e+12 2.54317e+13 2.52531e+13 2.75073e+13 3.53969e+13 4.19885e+13 3.47226e+13 4.99006e+13 3.25332e+13 2.84734e+13 5.44279e+13 8.17056e+13 2.50909e+13 2.31958e+13 2.31638e+13 3.40733e+13 2.23219e+13 2.18408e+13 2.13168e+13 1.93998e+13 2.16931e+13 1.92925e+13 1.89391e+13 5.78069e+13 1.86427e+13 1.67336e+13 1.88625e+13 1.55913e+13 1.61258e+13
threshold=4.5000000000000009 45.055912800000009 45.082176650000008 13.500000000000002 45.00849250000001 41.912736000000002 45.022979600000006 39.105193450000009 93.050000000000011 39.069277450000008 41.966773150000002 122.65000000000002 8.5000000000000018 6.0000000000000009 45.036141150000006 39.033214400000013 138.05000000000004 130.05000000000004 138.05000000000004 64.015000000000015 84.810000000000016 8.5000000000000018 3.5000000000000004 247.90000000000001 189.00000000000003 38.782330450000011 58.605000000000011 45.040161900000008 3.5000000000000004 42.875000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 18 9 -9 13 11 26 -13 23 19 25 -17 -12 22 -15 -11 -22 -7 24 -6 -3 -8 -28 -16 -30
right_child=-2 2 -4 -5 5 6 10 8 -10 20 17 12 -14 14 28 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-178.16507985788505 -33.251750699058697 -31350.470562121332 43.891007793524835 2715.6502344863698 -3650.9561344906779 69537.874232219823 9166.2025439722911 -11570.346889252305 -85034.030160361843 5150.7321761082567 4707.0421757891691 15174.111187744142 262271.62119565223 -10191.069108116788 -9653.8312244121844 -2090.3612491301997 -121465.96829427083 -55602.011086309532 -105463.29352343752 55999.144820731031 80955.272167968753 -5300.6216547751919 -13245.840430791464 -100858.924296875 137602.69762931037 4360.9246539461456 21809.669582072514 70788.383816135523 -23900.404374245172 -63922.534153373883
leaf_weight=134661 2153416 147 1688288 21964 30128 29 905 3460 95 2877 2374 32 23 371 208 6390 24 63 25 56 72 49 962 20 29 26277 355 101 207 196
leaf_count=134661 2153416 147 1688288 21964 30128 29 905 3460 95 2877 2374 32 23 371 208 6390 24 63 25 56 72 49 962 20 29 26277 355 101 207 196
internal_value=0 37.2867 97.501 -482.815 -879.047 -3092.65 4932.1 -4127.19 -13533.5 -3149.8 9700.72 20978.3 118506 -4105.46 -19392.2 2853.73 -2537.04 3147.97 -13152 -1510.39 6800.44 46025.2 -10823.3 -3579.64 -3515.12 4162.26 17037.1 32658 -31889 -43365.3
internal_weight=0 1.92039e+06 1.72113e+06 199262 177298 42637 4869 37768 3555 34213 3853 1416 55 31215 1038 32838 6414 2437 1016 427 2998 121 991 30177 30157 26424 1361 456 611 403
internal_count=4073804 1920388 1721126 199262 177298 42637 4869 37768 3555 34213 3853 1416 55 31215 1038 32838 6414 2437 1016 427 2998 121 991 30177 30157 26424 1361 456 611 403
is_linear=0
shrinkage=0.1


Tree=3442
num_leaves=31
num_cat=0
split_feature=2 7 0 4 4 2 4 4 6 4 6 6 6 6 4 5 4 0 6 6 6 1 5 6 5 6 6 6 6 6
split_gain=4.84696e+11 1.17794e+12 2.78074e+12 2.73467e+12 4.83131e+12 4.03921e+12 4.82551e+12 3.64145e+12 6.63572e+12 4.55466e+12 4.25392e+12 3.60411e+12 4.03831e+12 6.73901e+12 4.3766e+12 4.1556e+12 6.03776e+12 4.68479e+12 4.11476e+12 5.74853e+12 4.24318e+12 3.53906e+12 5.47429e+12 7.25291e+12 4.69101e+12 5.41114e+12 3.2922e+12 3.73268e+12 3.27678e+12 3.27102e+12
threshold=11703.500000000002 6.0000000000000009 44.249882500000005 5.5000000000000009 8.5000000000000018 13916.000000000002 7.5000000000000009 6.5000000000000009 75.605000000000004 7.5000000000000009 50.010000000000012 156.15000000000003 122.65000000000002 138.05000000000004 15.500000000000002 2.5000000000000004 9.5000000000000018 43.051287600000009 95.045000000000016 110.01500000000001 87.395000000000024 44.628646350000004 3.5000000000000004 130.05000000000004 3.5000000000000004 77.565000000000012 82.905000000000015 51.805000000000007 46.805000000000007 96.050000000000011
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 21 5 6 -5 10 -9 -10 -7 12 14 -14 15 26 18 -18 20 -20 -17 24 -23 -24 25 -3 27 28 -6 -28
right_child=1 2 -4 4 11 7 -8 8 9 -11 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-2.0696650067418032 136.5383022957763 -5501.018775209157 -33839.230351039347 -4536.6837348090285 4941.7391239503622 8547.1767816386109 -45274.478266059028 -8044.2387201665524 9501.0285773026317 60705.765332031253 -14809.190487069456 34630.657894736847 -41682.708440290182 15769.374910714287 -38955.319531250003 30683.47771875 -23044.449652777781 17569.34013291396 -10244.510132575757 50238.196305338548 92480.408554687514 8572.5792171356006 84145.0634935462 6333.7568437500004 -41965.575931490392 22057.644565130744 -23703.307281957699 11615.967395565098 -18812.026862589519 21568.827109375001
leaf_weight=4059190 11801 261 21 63 147 109 54 91 38 32 274 38 49 35 22 25 45 77 33 30 20 624 23 25 26 98 79 358 96 20
leaf_count=4059190 11801 261 21 63 147 109 54 91 38 32 274 38 49 35 22 25 45 77 33 30 20 624 23 25 26 98 79 358 96 20
internal_value=0 574.87 2413.74 2686.42 243.652 -6482.77 -23338.7 -2857.5 9761.48 32908.9 -8162.08 4383.47 3274.02 -17744.3 5128.58 6171.42 17833.1 2588.84 35053.4 18556.8 58148.8 6696.07 11075.8 43618.3 -948.628 2021.96 2339.73 5123.12 -4442.46 -14557.4
internal_weight=0 14614 2813 2792 1735 661 117 544 161 70 383 1074 1036 84 952 930 230 122 108 63 45 1057 672 48 385 359 700 601 243 99
internal_count=4073804 14614 2813 2792 1735 661 117 544 161 70 383 1074 1036 84 952 930 230 122 108 63 45 1057 672 48 385 359 700 601 243 99
is_linear=0
shrinkage=0.1


Tree=3443
num_leaves=31
num_cat=0
split_feature=6 5 1 4 4 1 1 0 2 6 4 3 6 3 0 0 3 1 1 4 0 1 1 0 1 1 0 3 6 1
split_gain=4.87754e+11 3.92949e+12 1.59409e+13 1.4813e+13 2.70047e+13 2.63969e+13 2.47406e+13 1.53501e+13 1.35697e+13 1.83486e+13 2.22838e+13 2.26372e+13 2.09193e+13 2.01799e+13 2.02958e+13 4.45504e+13 3.49834e+13 7.05204e+13 2.18356e+13 1.71533e+13 1.53343e+13 1.52736e+13 1.47831e+13 1.3527e+13 3.411e+13 2.13526e+13 1.62314e+13 2.11927e+13 1.24497e+13 1.12733e+13
threshold=39.305000000000007 1.5000000000000002 30.362494150000003 13.500000000000002 5.5000000000000009 30.315889700000003 30.323041000000003 59.982409200000006 75.000000000000014 38.995000000000012 12.500000000000002 11.500000000000002 38.205000000000005 2.5000000000000004 55.783232450000007 55.743464250000009 4.5000000000000009 37.517483500000004 37.563506350000004 21.500000000000004 55.866549750000011 37.586700500000006 37.563506350000004 55.81943720000001 37.600779750000008 37.543519500000009 55.775215600000003 9.5000000000000018 36.605000000000011 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 -5 9 12 11 13 -4 22 15 16 17 -15 -17 23 -16 -18 -11 26 25 -25 -14 -28 -7 -10
right_child=-2 2 8 7 5 6 -8 -9 29 10 -12 -13 19 14 20 18 21 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=103.99830431585056 -20.294582578533106 -868.1536623801411 3920.8788709680334 -6690.2422443064252 17156.148785006837 75082.394460227268 40613.52085891724 16667.701504082852 -25345.119694010416 -66393.300202047423 -6025.4971618179206 -52810.885453944051 -12771.744095938548 253709.41593749999 2644.9517548076929 61700.488654891313 -40968.422716346162 1780.0749140625003 185777.95396959462 -94232.199855324085 79920.628454589852 34343.664874618356 20803.26360339149 -38119.397336154514 21004.598737203665 -138393.65709821429 2527.4422175480772 116131.13722330731 181468.07379261366 -1610.1573427442609
leaf_weight=989524 3031103 541 3783 984 442 22 120 394 201 29 258 31 336 20 130 23 39 25 37 27 32 87 59 54 58 35 52 24 22 45312
leaf_count=989524 3031103 541 3783 984 442 22 120 394 201 29 258 31 336 20 130 23 39 25 37 27 32 87 59 54 58 35 52 24 22 45312
internal_value=0 58.9958 -778.416 6976.22 15371.5 29869.2 64132.5 -11.701 -1164.98 3705.98 17939.3 30015.4 1197.47 35353.4 45045.9 64076.7 38063.3 113749 138215 -16383.9 17909.3 11032.8 -7931.97 -12623.8 -38666.4 -77553.1 -3331.87 38402.3 128275 -1714.98
internal_weight=0 1.0427e+06 53177 2525 1147 606 164 1378 50652 5139 770 512 4369 481 393 231 171 45 60 586 162 126 88 559 147 89 412 76 44 45513
internal_count=4073804 1042701 53177 2525 1147 606 164 1378 50652 5139 770 512 4369 481 393 231 171 45 60 586 162 126 88 559 147 89 412 76 44 45513
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=31
num_cat=0
split_feature=4 1 6 0 6 0 0 1 0 6 6 6 4 4 3 1 6 1 0 6 0 5 1 0 6 0 0 0 6 1
split_gain=5.37532e+11 3.207e+12 6.62605e+12 5.99616e+12 4.60975e+12 5.20688e+12 4.19186e+12 7.86536e+12 8.71241e+12 9.77521e+12 2.46548e+13 2.51968e+13 1.36288e+13 8.70768e+12 6.53187e+12 5.44605e+12 7.6993e+12 5.19611e+12 5.09762e+12 2.0282e+13 2.13483e+13 2.0942e+13 2.7219e+13 1.95364e+13 2.45088e+13 1.61578e+13 2.12876e+13 2.09079e+13 1.98229e+13 2.20665e+13
threshold=3.5000000000000004 118.02765200000002 116.05000000000001 61.78914120000001 62.995000000000012 56.850115550000005 61.686687400000004 63.728898350000001 61.78914120000001 82.905000000000015 105.00500000000001 125.02000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 30.624707450000006 79.015000000000015 50.815483650000004 57.892117950000006 83.010000000000005 60.002985000000002 3.5000000000000004 30.410676000000006 59.982409200000006 110.01500000000001 57.174562350000009 57.125462300000009 57.205086850000008 56.505000000000003 63.728898350000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 18 8 9 14 12 -12 -11 15 17 -10 -17 -8 25 21 23 -20 -23 -21 -25 26 -1 28 -27 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 13 10 11 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=108.82855441298003 -9.0108732938186016 -10993.457560996405 -59072.839074707037 -9523.5536206351662 17434.09096121652 11654.032335276885 -214.24875163626163 15811.621341397768 54732.452031249995 147705.75809151787 -93207.64634232955 44138.45018382353 45804.606280691965 -9252.0986410461664 13438.811818074837 3457.7527525593359 -35636.209923377406 -51056.112899925596 -895.17074007862072 -16412.140748853086 11799.947372826598 109513.44427083334 8794.9598916696959 -113950.45539062501 19094.005458984375 5992.2250532517746 -15170.111053421404 2925.316771148553 -164.57816358024692 62850.896526306497
leaf_weight=203026 3837650 252 22 781 175 170 470 449 20 21 22 34 35 916 556 1614 52 21 13936 986 266 39 86 45 20 327 916 10639 81 177
leaf_count=203026 3837650 252 22 781 175 170 470 449 20 21 22 34 35 916 556 1614 52 21 13936 986 266 39 86 45 20 327 916 10639 81 177
internal_value=0 146.432 -4625.5 -3756.24 3788.61 -1870.06 174.891 3301.92 1808.48 9020.04 37099.3 -9818.94 84017.5 -1403.74 6016.34 2860.25 2237.53 -2388.75 117.787 -1641.12 -13507.6 -529.671 40219.1 -19912.7 -73013.7 243.498 40.2036 3937.38 22343.1 43067
internal_weight=0 236154 1400 1378 597 422 234754 4210 3761 1159 112 56 56 2602 1047 1686 1666 491 230544 15378 1317 14061 125 1051 65 215166 203942 11224 585 258
internal_count=4073804 236154 1400 1378 597 422 234754 4210 3761 1159 112 56 56 2602 1047 1686 1666 491 230544 15378 1317 14061 125 1051 65 215166 203942 11224 585 258
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=31
num_cat=0
split_feature=5 3 6 3 2 6 4 3 1 1 1 6 4 6 0 1 0 6 0 1 3 4 1 0 0 0 0 1 6 1
split_gain=4.72561e+11 5.45031e+12 9.59667e+12 2.32966e+13 1.96627e+13 2.25993e+13 1.69376e+13 6.47562e+13 1.72426e+13 3.79133e+13 1.79108e+13 2.25417e+13 3.23396e+13 1.48749e+13 1.45026e+13 2.76985e+13 1.59483e+13 1.5917e+13 1.41708e+13 1.43327e+13 1.18946e+13 1.8128e+13 1.1787e+13 4.56513e+13 3.75145e+13 2.38564e+13 1.55084e+13 1.72075e+13 2.86637e+13 1.3794e+13
threshold=4.5000000000000009 1.5000000000000002 108.05000000000001 4.5000000000000009 915.50000000000011 86.920000000000016 8.5000000000000018 6.5000000000000009 38.965413050000002 39.008519500000006 30.242318500000007 101.02000000000002 12.500000000000002 105.00500000000001 55.061158000000006 65.64204770000002 54.810424650000009 40.905000000000008 55.649510000000014 37.649344350000007 12.500000000000002 21.500000000000004 30.315889700000003 59.91832440000001 59.91832440000001 59.848366150000011 57.205086850000008 44.064675150000006 96.050000000000011 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 20 -13 -5 16 22 17 -6 -7 -20 -12 -22 24 25 -16 26 27 28 -24 -25
right_child=1 2 -4 6 14 18 8 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-2.0277395999082315 5284.0855898775717 5918.6265794836963 1520.939664578673 6269.3646606764041 76774.407031249997 -12001.582741477272 41829.845372439653 176609.82021093753 140345.98265625001 1360.1984522830398 -26628.673840725809 -151861.86398851799 -13877.108065011162 92708.091220238101 43351.055727407096 41973.907674541173 -43359.038204164855 -14405.637637574335 -153685.49737903228 -58278.888403320314 101738.83001953125 -24895.685471754809 4029.6135979729729 71584.286187675563 -79972.021481735646 -110753.92469951924 28239.587381998703 -8912.8982701918667 -114783.8996875 -4969.7855346679689
leaf_weight=4059415 2097 46 8821 383 20 22 39 25 20 1052 186 33 35 21 37 126 216 448 31 32 20 26 37 89 74 26 78 272 45 32
leaf_count=4059415 2097 46 8821 383 20 22 39 25 20 1052 186 33 35 21 37 126 216 448 31 32 20 26 37 89 74 26 78 272 45 32
internal_value=0 572.065 -231.8 -4686.11 -13387.7 -50541.6 3027.12 20427.2 -2263.2 3953.22 -21921 -30208.6 -80840.3 10762.5 -10143 -1140.52 -20882.7 -10509.1 -81096.6 -105225 -15368.3 30162.8 -9013.59 -3290.91 -38864.3 -17723.6 -12124.5 -21018.3 -61172.9 51338.6
internal_weight=0 14389 12292 3471 1631 131 1840 429 1411 1072 339 300 68 404 1500 816 684 468 85 63 232 46 690 579 111 458 432 354 82 121
internal_count=4073804 14389 12292 3471 1631 131 1840 429 1411 1072 339 300 68 404 1500 816 684 468 85 63 232 46 690 579 111 458 432 354 82 121
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=31
num_cat=0
split_feature=6 6 1 1 3 3 0 3 4 2 5 2 3 4 4 1 4 1 0 4 3 3 4 3 0 1 4 4 3 0
split_gain=4.93562e+11 5.82971e+12 2.02888e+13 1.32165e+14 3.58556e+13 4.90905e+13 2.62842e+13 5.43907e+13 2.35151e+13 2.27694e+13 3.63676e+13 2.2125e+13 2.44887e+13 5.2144e+13 3.28856e+13 2.07641e+13 1.84224e+13 1.78562e+13 2.90187e+13 5.07378e+13 2.56034e+13 1.7253e+13 1.57584e+13 1.54934e+13 2.68593e+13 1.56429e+13 1.46312e+13 1.4971e+13 1.66911e+13 1.4464e+13
threshold=125.02000000000002 128.05000000000004 38.999037500000007 38.977585500000011 21.500000000000004 8.5000000000000018 45.029425500000009 12.500000000000002 6.5000000000000009 2970.5000000000005 4.5000000000000009 2343.5000000000005 15.500000000000002 21.500000000000004 18.500000000000004 38.927872750000006 4.5000000000000009 37.843405600000004 59.905532300000012 8.5000000000000018 2.5000000000000004 6.5000000000000009 10.500000000000002 14.500000000000002 55.806294650000005 37.234509300000006 15.500000000000002 14.500000000000002 10.500000000000002 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 10 11 -4 13 14 -13 23 -11 18 -10 -20 -21 29 -22 25 -25 26 27 28 -8 -19
right_child=1 -3 9 -5 -6 6 15 -9 17 16 -12 12 -14 -15 -16 -17 -18 21 19 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.4606858578118884 -3253.209710314758 70.327158246767496 -117597.12473958333 249068.20767045455 110238.72041666666 -179589.5028869629 -73528.813287112585 19558.413932291667 -9745.6564591173101 -48435.471641522992 70368.595012019228 -29652.75929944115 30295.097218860035 -145195.44856085526 81455.034709821441 53895.126263786762 -1438.9816845787686 47376.596875000003 160137.63808593751 -77778.711896306821 -26874.305937500001 1882.65625 54293.788420492914 -123944.88018554688 -18840.343543661795 36267.44225 14560.153738839288 -127301.24953497025 28223.392717633928 145628.44009576613
leaf_weight=4033928 532 35575 27 22 30 32 38 24 191 87 39 548 71 38 28 34 2021 29 32 22 30 27 118 40 62 50 49 21 28 31
leaf_count=4033928 532 35575 27 22 30 32 38 24 191 87 39 548 71 38 28 34 2021 29 32 22 30 27 118 40 62 50 49 21 28 31
internal_value=0 -350.089 -3827.49 5843.42 2075.15 -259.319 -31008.7 -94240.4 11226.1 -8705.23 -23656.7 -28807 -25307.2 -31736.8 -24251.7 -20011.8 -3378.59 27274 18199.2 44622.3 22878.3 68267.1 37840.8 -28737 -60057.8 -11561 -29145 -53760.5 -30361.2 98140
internal_weight=0 39876 4301 1442 1420 1390 378 56 1012 2859 751 712 685 614 576 322 2108 480 393 202 170 87 148 288 102 186 136 87 66 60
internal_count=4073804 39876 4301 1442 1420 1390 378 56 1012 2859 751 712 685 614 576 322 2108 480 393 202 170 87 148 288 102 186 136 87 66 60
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=31
num_cat=0
split_feature=6 5 6 4 4 1 2 3 0 0 0 1 2 6 0 1 4 1 6 0 3 4 0 4 0 4 4 6 6 6
split_gain=4.74703e+11 8.40972e+12 1.63045e+13 2.14354e+13 1.96886e+13 3.93382e+13 2.13673e+13 1.66205e+13 1.58541e+13 1.42154e+13 3.88909e+13 6.02663e+13 5.73302e+13 4.2364e+13 4.12233e+13 3.54873e+13 3.49279e+13 3.625e+13 3.40655e+13 3.29391e+13 3.09728e+13 3.44525e+13 3.07491e+13 3.36987e+13 3.04769e+13 4.51412e+13 4.32041e+13 3.0368e+13 2.71393e+13 2.3514e+13
threshold=71.030000000000015 2.5000000000000004 72.020000000000024 28.500000000000004 37.500000000000007 37.563506350000004 3062.5000000000005 22.500000000000004 60.028671700000011 56.904718250000009 56.288960650000007 38.066230450000006 2911.0000000000005 79.015000000000015 56.067362750000008 60.549354600000008 6.5000000000000009 60.636764050000004 72.50500000000001 57.100506200000005 4.5000000000000009 21.500000000000004 56.385857200000011 7.5000000000000009 56.838524800000009 29.500000000000004 19.500000000000004 74.615000000000009 122.65000000000002 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 7 5 -5 -7 8 -2 10 14 22 18 24 -4 -15 17 -17 -13 -11 21 29 -12 -24 25 26 -14 -21 -16 -20
right_child=1 -3 9 4 -6 6 -8 -9 -10 19 11 12 13 15 28 16 -18 -19 20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.869729910937492 4010.6140480861609 243.87784609871801 -745.63475684893353 -115000.19247685185 38596.782425389152 83655.838447265633 -32512.767190069906 -29732.669605777141 -23012.461460248163 -28334.328752213416 -49479.296280082614 91577.240889084511 13361.938868139287 -38259.218189437117 -16766.860362460033 -119272.25545251466 1517.3076948274172 4443.3014366319449 13913.369531677248 -9926.9062424065778 32481.126157456889 -108733.527 76784.335447048608 -16160.424073676935 35326.572825466472 70896.650353648365 -22698.473775176361 -877.42949550573348 37031.484311473614 -69825.610055803569
leaf_weight=3424081 12323 536231 68108 54 33 20 76 152 221 514 261 71 1111 305 2172 50 1832 45 800 4666 1060 25 45 293 479 103 474 18066 98 35
leaf_count=3424081 12323 536231 68108 54 33 20 76 152 221 514 261 71 1111 305 2172 50 1832 45 800 4666 1060 25 45 293 479 103 474 18066 98 35
internal_value=0 78.3644 -703.659 2646.44 -31334.3 -46719.1 -8310.97 3136.24 3534.52 -1132.49 -480.939 6633.77 9476.88 3104.52 -1187.48 -6564.97 -1548.5 -60670.1 23556.2 -3300.97 21040.9 6940.07 -23695.8 -3786.12 13064.1 6746.68 2577.94 -2734.94 -14444.3 10403.4
internal_weight=0 649723 113492 12879 183 150 96 12696 12544 100613 77367 6989 6390 4399 70378 2232 1927 95 1991 23246 1920 860 599 338 2167 1688 1585 22732 2270 835
internal_count=4073804 649723 113492 12879 183 150 96 12696 12544 100613 77367 6989 6390 4399 70378 2232 1927 95 1991 23246 1920 860 599 338 2167 1688 1585 22732 2270 835
is_linear=0
shrinkage=0.1


Tree=3448
num_leaves=31
num_cat=0
split_feature=6 6 4 4 1 1 1 3 0 0 3 1 3 0 5 1 1 1 0 0 0 1 0 0 3 4 1 6 1 7
split_gain=4.81855e+11 3.12365e+12 1.03233e+13 1.04106e+13 1.88576e+13 2.35426e+13 1.87636e+13 2.24213e+13 1.86212e+13 5.1786e+13 2.72508e+13 1.67618e+13 1.75552e+13 2.16335e+13 1.53725e+13 1.91784e+13 1.48714e+13 1.63739e+13 4.46221e+13 2.84208e+13 4.25623e+13 3.16723e+13 2.7762e+13 2.96285e+13 2.75948e+13 2.67141e+13 2.27658e+13 2.44344e+13 2.30171e+13 2.17037e+13
threshold=87.395000000000024 90.045000000000016 34.500000000000007 17.500000000000004 44.064675150000006 43.997056950000008 49.176406850000006 4.5000000000000009 55.061158000000006 55.055052800000006 17.500000000000004 82.948524700000021 11.500000000000002 53.244414800000008 3.5000000000000004 30.315889700000003 43.932356550000009 37.873748150000004 55.696737300000009 55.685785750000008 55.622114900000007 37.543519500000009 55.910578700000009 55.79439725000001 2.5000000000000004 18.500000000000004 30.205407000000005 88.825000000000003 30.472130500000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 -6 9 11 -11 12 -8 -14 16 -16 17 19 -19 20 21 -5 23 -20 -22 26 -21 29 -29 -28
right_child=1 -3 -4 4 6 -7 8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 22 25 24 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.6220676827181038 -1793.5898163391751 23.931266040372531 -47780.795287566492 -35630.265456663532 -21702.416590372723 -40914.8711184985 16699.873110576344 47097.194763237851 -552.12824184110229 178335.42555803573 42236.28314012097 37854.306034899259 44314.342178827923 -20947.941082597717 -42098.179513888892 52217.678322137857 49364.011530172414 -3364.2426462092867 -51759.697711813038 115796.22172475963 161003.50285156252 25003.057780124829 24901.064051335034 -174927.37468039774 39663.562971404419 -4376.5102734769735 -13559.516415127842 -45577.811916415667 38778.55387676887 69760.627901430489
leaf_weight=3832905 30480 200717 47 162 60 146 558 225 1836 28 31 190 60 331 27 107 58 1562 174 26 20 184 41 22 298 3221 44 83 53 108
leaf_count=3832905 30480 200717 47 162 60 146 558 225 1836 28 31 190 60 331 27 107 58 1562 174 26 20 184 41 22 298 3221 44 83 53 108
internal_value=0 -137.184 -941.989 -887.138 1974.45 -1224.17 8080.65 32613.1 5776.19 15474.7 106826 10742.7 5314.67 -10933.3 -288.008 33213.7 -1029.3 -1516.59 -9498.94 1903.33 20886 -3385.95 -49931 -65584.6 47295 -1662.29 26180.1 18089.7 -12703.6 45641.6
internal_weight=0 240899 40182 40135 9655 6336 3319 285 3034 1198 59 1139 949 391 6190 134 6056 5998 1799 4199 664 346 237 196 318 3535 314 288 136 152
internal_count=4073804 240899 40182 40135 9655 6336 3319 285 3034 1198 59 1139 949 391 6190 134 6056 5998 1799 4199 664 346 237 196 318 3535 314 288 136 152
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=31
num_cat=0
split_feature=6 3 6 0 1 4 2 5 1 0 1 1 0 0 1 4 1 1 0 0 4 6 0 3 5 4 2 2 1 1
split_gain=4.60674e+11 5.22235e+12 1.69385e+13 2.06093e+13 3.30859e+13 3.56877e+13 3.19917e+13 4.12527e+13 7.65765e+13 2.78581e+13 2.67498e+13 2.60605e+13 1.98501e+13 2.3094e+13 2.42077e+13 1.46597e+13 2.7984e+13 5.1039e+13 4.55601e+13 5.96301e+13 3.2757e+13 3.46936e+13 2.55789e+13 2.15787e+13 2.38268e+13 2.35912e+13 2.47529e+13 2.31307e+13 1.81936e+13 2.50863e+13
threshold=125.02000000000002 4.5000000000000009 134.05000000000004 50.596941950000009 39.703507450000011 3.5000000000000004 2892.5000000000005 3.5000000000000004 39.735861600000007 51.659529100000007 37.780517050000007 38.927872750000006 45.07004340000001 45.063245050000006 39.044653900000007 6.5000000000000009 33.882313700000005 30.438492500000006 57.15297970000001 57.634352600000007 5.5000000000000009 130.05000000000004 54.73499850000001 5.5000000000000009 4.5000000000000009 11.500000000000002 9651.0000000000018 5325.0000000000009 82.901648750000021 65.559704250000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -5 -2 13 14 -7 16 17 22 -18 20 -20 -22 -3 24 28 26 27 -26 29 -17
right_child=1 15 -4 9 6 12 -8 -9 -10 -11 -12 -13 -14 -15 -16 23 18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.3433996991916524 81729.778251689189 85394.5822980183 295.38132667373981 150297.58749999999 111857.31829044118 -55689.184152471826 -15192.948306506931 107479.04390980116 -82662.104374999995 -4067.0261229120333 3540.3176793981484 -18815.257444852941 -83936.655444537711 50479.803348214286 35567.436777935611 16275.24409727477 -5701.0491803168898 172438.63364746096 -156173.59829018803 1417.9899818497477 -145517.35468750002 26927.805636160716 3063.568954120105 689.11466466360253 -30337.34647575827 45871.043495244572 70755.100156250002 -131667.07129629629 40833.554920821851 -28527.024851056656
leaf_weight=4033928 37 41 13435 23 34 244 420 55 50 3938 27 85 121 28 33 1239 2661 20 59 99 20 28 474 16082 136 46 20 27 255 139
leaf_count=4033928 37 41 13435 23 34 244 420 55 50 3938 27 85 121 28 33 1239 2661 20 59 99 20 28 474 16082 136 46 20 27 255 139
internal_value=0 -338.224 -1566.51 -6476.11 -18547.7 -36008.5 -1430.5 40153.9 -3928.05 -3125.25 71048.7 11677.9 -49665.1 -36068.9 -44817.5 728.02 -5290.61 15704.8 -9208.48 -54515.7 -106267 -44924.3 9618.08 1869.09 12060.5 -18147.2 -34239.3 -47122 16296.6 11756
internal_weight=0 39876 18530 5095 1107 548 559 139 84 3988 50 122 426 305 277 21346 3402 535 2867 206 107 48 515 17944 1862 229 183 163 1633 1378
internal_count=4073804 39876 18530 5095 1107 548 559 139 84 3988 50 122 426 305 277 21346 3402 535 2867 206 107 48 515 17944 1862 229 183 163 1633 1378
is_linear=0
shrinkage=0.1


Tree=3450
num_leaves=31
num_cat=0
split_feature=6 6 0 3 0 4 2 0 3 3 1 1 5 7 1 0 4 4 4 3 0 1 5 4 1 1 4 3 0 4
split_gain=5.22753e+11 4.2743e+12 2.03255e+13 2.02613e+13 2.45367e+13 3.00485e+13 3.58148e+13 2.49012e+13 2.40784e+13 4.13773e+13 2.20148e+13 2.92925e+13 2.90635e+13 2.8592e+13 2.6376e+13 2.62788e+13 7.23471e+13 3.82895e+13 2.76406e+13 3.11376e+13 2.72164e+13 2.83563e+13 2.63864e+13 2.21195e+13 2.8977e+13 2.86684e+13 2.07976e+13 1.6764e+13 2.73071e+13 1.67233e+13
threshold=142.05000000000004 138.05000000000004 61.686687400000004 4.5000000000000009 59.91832440000001 10.500000000000002 451.00000000000006 45.047736150000013 11.500000000000002 10.500000000000002 49.147669400000005 47.899251850000006 4.5000000000000009 6.0000000000000009 49.692247900000005 56.342669500000007 5.5000000000000009 5.5000000000000009 8.5000000000000018 5.5000000000000009 54.707511300000007 39.735861600000007 3.5000000000000004 9.5000000000000018 82.911604200000014 65.534455000000023 13.500000000000002 7.5000000000000009 55.080855950000007 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 -3 5 10 -7 29 9 -9 11 12 15 14 -12 17 -17 -5 19 -19 21 -20 -23 27 25 -25 -10 28 -16 -8
right_child=-2 2 -4 4 -6 6 7 8 26 -11 13 -13 -14 -15 23 16 -18 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.80043574777834425 -506.20460507412474 -3481.0074582093862 103738.13417968751 100440.79668680827 -35870.463294191715 70027.547269584044 -26887.750195312503 -14411.20101640625 103108.45031960227 -105858.32902703538 146990.96619318181 -100393.82425595238 -42479.111577868855 166170.04005859376 -6704.0511073756861 -60189.794179687502 174783.17792968752 6735.9850203804353 114215.7904474432 -121714.5367919922 -51431.771922348489 54275.149782492896 -81966.655282738095 92569.493618277615 174252.57412574405 -36087.846053340523 2582.8622417007496 -48585.621438116781 98512.048754222982 39036.781949450313
leaf_weight=4049233 20299 2363 20 48 108 74 48 375 22 57 22 21 61 20 74 20 38 46 44 32 33 44 21 43 21 29 319 38 37 194
leaf_count=4049233 20299 2363 20 48 108 74 48 375 22 57 22 21 61 20 74 20 38 46 44 32 33 44 21 43 21 29 319 38 37 194
internal_value=0 2.53495 3164 2690.93 10411.6 13218.1 2863.87 -2032.79 -10796.6 -26477.1 29512.6 14631.5 20873.2 50891 42157.7 32727.5 93758 19519.4 1863.83 -45961.7 28134.2 52223 10258.6 32627.4 70895.1 40749.2 9068.38 8742.23 28368 25960.8
internal_weight=0 4.0535e+06 4272 4252 1889 1781 1089 1015 773 432 692 408 387 284 264 326 58 268 220 78 142 109 65 242 93 72 341 149 111 242
internal_count=4073804 4053505 4272 4252 1889 1781 1089 1015 773 432 692 408 387 284 264 326 58 268 220 78 142 109 65 242 93 72 341 149 111 242
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=31
num_cat=0
split_feature=3 0 0 4 1 7 6 4 1 1 0 1 6 1 0 6 6 7 1 6 5 6 4 3 6 3 5 3 4 3
split_gain=4.82208e+11 5.84615e+12 2.53126e+13 2.88808e+13 3.45754e+13 3.55564e+13 2.22271e+13 1.42957e+13 1.96201e+13 5.34116e+13 3.66299e+13 2.60646e+13 2.50433e+13 2.21202e+13 2.16368e+13 3.75834e+13 6.62193e+13 4.62123e+13 3.89013e+13 4.61949e+13 4.38174e+13 5.68336e+13 8.25711e+13 8.53279e+13 5.19589e+13 5.04168e+13 4.7172e+13 4.51242e+13 4.03012e+13 4.92446e+13
threshold=4.5000000000000009 45.036141150000006 45.022979600000006 9.5000000000000018 39.023883200000007 6.0000000000000009 118.04500000000002 15.500000000000002 39.803839700000005 39.843340650000009 45.001720900000002 39.004719500000007 46.805000000000007 39.008519500000006 44.601833250000006 44.820000000000007 44.410000000000004 6.0000000000000009 39.723160900000003 156.15000000000003 3.5000000000000004 79.710000000000022 13.500000000000002 8.5000000000000018 80.030000000000015 11.500000000000002 1.5000000000000002 10.500000000000002 10.500000000000002 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 7 4 5 -4 -6 8 11 12 -11 -2 -10 -13 15 16 -15 18 20 -20 21 25 24 -24 -23 26 27 -17 -26 -30
right_child=1 -3 3 -5 6 -7 -8 -9 9 10 -12 13 -14 14 -16 17 -18 -19 19 -21 -22 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=36.432317201784819 380.69894282531158 -77.016911586216253 24298.961546936036 2247.6367197064583 7115.8845550113665 122887.78573190789 -61716.601302083342 -1291.7430475672716 -46179.193151595748 321.64711667227118 -11049.303600086714 51611.899112797713 -173524.14385190219 9174.5887373283913 9412.2925686806284 -34698.481692144436 172495.40442187502 23858.917071512929 2512.4790194645284 112221.79801682693 32844.420628546723 -119428.24142031913 -296534.45659374999 -49965.774963378906 -41958.871311618052 50784.348411263993 -6989.4879783901024 -151537.44099506582 123527.83029513891 -9207.3469796874997
leaf_weight=1920388 26238 2006854 980 14457 2072 38 48 47295 47 35322 3080 103 23 3561 6938 254 25 602 2415 39 201 59 25 32 289 134 2086 38 36 125
leaf_count=1920388 26238 2006854 980 14457 2072 38 48 47295 47 35322 3080 103 23 3561 6938 254 25 602 2415 39 201 59 25 32 289 134 2086 38 36 125
internal_value=0 -32.4899 577.213 4135.18 12831.2 27979.1 5557.41 91.7987 892.986 -749.431 -590.35 2355.65 -88021.1 5410.64 5128.38 2132.53 10313.2 -2498.23 -5265.89 4256.03 -12392.1 -15346.1 -43972.7 -158110 -31191.2 -8896.02 -12259 -49903.6 -19622.3 20472.6
internal_weight=0 2.15342e+06 146562 17595 3138 1018 2120 128967 81672 38472 38402 43200 70 16962 16859 9921 3586 6335 5733 2454 3279 3078 566 57 509 2512 2378 292 450 161
internal_count=4073804 2153416 146562 17595 3138 1018 2120 128967 81672 38472 38402 43200 70 16962 16859 9921 3586 6335 5733 2454 3279 3078 566 57 509 2512 2378 292 450 161
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=31
num_cat=0
split_feature=3 4 0 6 3 0 1 1 0 5 6 1 0 6 0 0 0 6 5 0 0 0 1 0 6 1 4 0 0 1
split_gain=5.30477e+11 6.007e+12 1.44356e+13 1.62156e+13 2.0152e+13 1.96784e+13 1.58797e+13 2.30611e+13 5.73142e+13 2.61709e+13 3.88197e+13 2.5282e+13 1.5704e+13 4.03969e+13 1.55638e+13 1.37627e+13 2.32069e+13 1.39002e+13 6.69106e+13 2.06923e+13 1.76997e+13 2.33109e+13 1.27437e+13 1.23552e+13 1.11084e+13 1.10016e+13 1.19813e+13 4.58546e+13 1.65811e+13 3.95348e+13
threshold=7.5000000000000009 8.5000000000000018 45.067157700000003 42.005000000000003 10.500000000000002 43.6005307 38.066230450000006 39.723160900000003 43.687280500000007 2.5000000000000004 90.045000000000016 38.782330450000011 54.707511300000007 128.05000000000004 44.739668300000005 55.520061350000013 55.667390500000003 70.00500000000001 2.5000000000000004 54.724612400000005 55.039488700000007 54.947759400000002 37.768783500000005 54.724612400000005 58.305000000000007 30.084656550000002 6.5000000000000009 55.82518790000001 55.791814000000009 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 8 -8 11 -11 -10 13 -4 -9 17 -17 20 23 -20 21 -14 24 -19 -5 -18 27 -27 29 -28
right_child=1 -3 12 4 -6 -7 7 14 9 10 -12 -13 15 -15 -16 16 25 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-24.075595513972026 57588.517120261269 69.45042421723673 7731.4728742308816 18321.848950818119 34816.706610107423 -5071.3418451818288 -195280.64501562502 -19804.092606307677 -93352.829210069453 136279.95921875001 -43580.401276041666 -27321.340089088859 -7373.7352973090283 147939.61026785715 50687.56948660715 34044.349911723162 53447.309237132351 -199464.53625 73597.073939732145 -24220.219366776317 -38050.984209600225 75082.437699652786 31411.034578053543 -98652.282812500009 -42284.628347507911 -146797.47963169645 -54604.803532366073 -3972.5468424479168 -5560.3015365224992 26798.025048828127
leaf_weight=2818986 61 1248661 958 49 64 281 25 298 90 20 30 163 144 21 35 177 34 20 28 95 111 45 82 31 79 28 70 114 2600 404
leaf_count=2818986 61 1248661 958 49 64 281 25 298 90 20 30 163 144 21 35 177 34 20 28 95 111 45 82 31 79 28 70 114 2600 404
internal_value=0 54.0865 -3061.76 -12527.3 -19342.5 6104.83 -23322.1 -30932.7 -49752.9 -37745.7 28363.7 -50810.8 -584.807 10739 -12395.1 -3426.64 -1217.64 -19397.6 -41883.4 -1952.87 -6355.89 12258.7 633.285 -138186 -19083.7 -3138.06 -3736.29 -32135.2 -2424.44 14776.5
internal_weight=0 1.25482e+06 6157 1277 935 342 871 661 328 303 50 253 4880 979 333 3901 3427 474 174 123 300 189 210 51 128 3250 3216 142 3074 474
internal_count=4073804 1254818 6157 1277 935 342 871 661 328 303 50 253 4880 979 333 3901 3427 474 174 123 300 189 210 51 128 3250 3216 142 3074 474
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=31
num_cat=0
split_feature=0 0 7 4 0 6 1 1 1 4 0 2 6 4 1 6 6 6 6 6 6 4 0 6 6 6 6 4 4 6
split_gain=4.86245e+11 5.46075e+12 1.86349e+13 4.4078e+13 4.48375e+13 3.84684e+13 3.74889e+13 5.9267e+13 9.60003e+13 5.37706e+13 7.59008e+13 5.99199e+13 5.25348e+13 4.30455e+13 4.09094e+13 3.79106e+13 5.01446e+13 6.86584e+13 5.74357e+13 4.62079e+13 3.86691e+13 7.60178e+13 6.04436e+13 6.43167e+13 3.46758e+13 3.06944e+13 4.87766e+13 2.89808e+13 2.82513e+13 2.77268e+13
threshold=56.115175650000005 55.876067900000002 6.0000000000000009 21.500000000000004 55.883833400000007 68.515000000000015 37.234509300000006 37.503969450000007 37.649344350000007 15.500000000000002 55.897267000000006 75.000000000000014 57.410000000000004 20.500000000000004 86.169282750000022 54.990000000000002 73.41500000000002 73.00500000000001 75.010000000000005 49.485000000000007 50.010000000000012 16.500000000000004 55.897267000000006 54.410000000000004 66.50500000000001 62.010000000000012 60.305000000000007 13.500000000000002 20.500000000000004 35.010000000000012
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 -3 4 5 -4 -6 -8 9 10 12 27 -9 15 29 19 17 24 -18 -11 -21 22 23 -22 25 26 -17 -12 -7 -10
right_child=-2 2 3 -5 6 28 7 8 14 13 11 -13 -14 -15 -16 16 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=15.27117771735017 57.357038469783994 29.414453852387716 -10116.219418640329 2023.3048560999982 14666.769560787732 -27132.116663100467 -21868.445754130709 -22287.96564453125 6105.4483368435094 23797.928894721139 -165434.68978949654 -4697.4793032288717 127761.76655691965 168729.40049715911 -136.46274449269953 -32347.290485026042 170481.57050781252 -187749.57187500002 21985.073111746653 169654.73315033785 -88006.734750000003 -9987.5757874833798 172048.12461495539 111263.41333432405 84544.918050986846 -68877.021103395062 76312.838813709081 -25282.813218750001 -77306.075367342724 -9517.8410580219279
leaf_weight=2790408 1084541 149458 1604 16415 1115 437 1749 35 1244 522 36 707 70 22 11420 120 32 22 140 37 25 94 70 46 38 81 63 25 151 13077
leaf_count=2790408 1084541 149458 1604 16415 1115 437 1749 35 1244 522 36 707 70 22 11420 120 32 22 140 37 25 94 70 46 38 81 63 25 151 13077
internal_value=0 -20.8098 -527.112 -2210.97 -4318.34 -18137 -3334.57 -4010.94 -2892.53 17231.7 -1999.53 -12902.1 77745.2 30028.1 -4600.75 27662.6 5972.85 -17193.8 49612.3 41211.9 74631.3 59670.1 106109 41097.9 -4769.2 -17625 5060.3 -107995 -40016.9 -8160.72
internal_weight=0 2.98926e+06 198855 49397 32982 2192 30790 29675 27926 2185 873 768 105 1312 25741 1290 496 324 172 794 272 235 141 71 302 264 183 61 588 14321
internal_count=4073804 2989263 198855 49397 32982 2192 30790 29675 27926 2185 873 768 105 1312 25741 1290 496 324 172 794 272 235 141 71 302 264 183 61 588 14321
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 6 6 3 0 4 0 0 6 4 5 6 3 6 1 3 5 0 6 0 4 6 4 7 6
split_gain=5.16125e+11 1.96972e+13 3.97713e+13 3.38992e+13 2.58802e+13 2.28145e+13 2.90633e+13 2.17543e+13 2.16453e+13 1.89037e+13 3.24147e+13 1.79672e+13 2.36369e+13 1.94613e+13 1.64559e+13 1.98747e+13 1.59746e+13 4.37579e+13 1.39129e+13 1.38898e+13 2.10303e+13 2.16978e+13 1.76849e+13 1.60864e+13 6.71873e+13 2.08253e+13 2.00765e+13 2.37447e+13 3.18139e+13 2.10674e+13
threshold=38.430814800000007 38.247071200000008 55.721784200000009 55.390026600000006 90.045000000000016 108.05000000000001 52.015000000000008 54.990000000000002 5.5000000000000009 46.323575350000006 5.5000000000000009 54.86311005000001 55.214863500000007 61.805000000000007 13.500000000000002 1.5000000000000002 81.02500000000002 12.500000000000002 57.715000000000011 38.166910000000009 6.5000000000000009 3.5000000000000004 56.262014700000009 86.920000000000016 55.568628050000008 18.500000000000004 77.010000000000005 21.500000000000004 6.0000000000000009 72.50500000000001
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 19 3 4 9 6 14 -4 -6 10 -3 -11 -13 18 15 -5 -8 -18 -14 -1 -21 23 -23 26 -25 -26 27 -22 29 -29
right_child=-2 2 7 5 8 -7 16 -9 -10 11 -12 12 13 -15 -16 -17 17 -19 -20 20 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=49.445527505247384 -23.166718716877099 -15310.441291669073 -7698.121510247267 36636.72540573452 -14413.402541775176 -42148.160742187501 25691.42547790589 6474.0584003202703 -92379.048251488101 8547.6254996841653 100749.88568750001 -29996.821926848424 16681.892807644774 -38528.388567708338 -106.78750861587615 2865.1403517985273 84038.591546630865 -60604.988249999995 97818.068652343762 -505.5288613258856 -10951.650443176188 -27219.199979967951 -139349.34264914773 -115604.13203125 68829.382703804353 -5092.6214346902416 -33099.664803981184 15644.655350272325 -20854.863232573382 105895.92853009258
leaf_weight=1181580 2861586 643 3585 368 234 64 993 1552 42 5364 25 291 177 60 843 331 128 25 24 11011 3372 39 22 31 115 57 318 615 282 27
leaf_count=1181580 2861586 643 3585 368 234 64 993 1552 42 5364 25 291 177 60 843 331 128 25 24 11011 3372 39 22 31 115 57 318 615 282 27
internal_value=0 54.6878 3686.83 7483.05 3721.65 16859.2 18264.2 -3416.4 -26277.7 4979.21 -10966.9 6779.75 -10399.4 11450.7 9300.04 20644.7 30325.8 60404 26369.8 9.95143 -2927.01 -8392.98 -67659.6 -7642.45 19908.2 44332 -8854.59 -7059.91 7142.4 19440.3
internal_weight=0 1.21222e+06 14749 9612 6860 2752 2688 5137 276 6584 668 5916 552 261 1542 699 1146 153 201 1.19747e+06 15889 4878 61 4817 203 172 4614 4296 924 642
internal_count=4073804 1212218 14749 9612 6860 2752 2688 5137 276 6584 668 5916 552 261 1542 699 1146 153 201 1197469 15889 4878 61 4817 203 172 4614 4296 924 642
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=31
num_cat=0
split_feature=6 3 7 0 1 2 4 6 6 1 1 0 6 0 4 1 4 6 6 6 5 0 1 4 1 0 0 6 6 1
split_gain=5.03819e+11 8.23568e+12 2.26799e+13 2.5978e+13 1.52916e+13 2.33443e+13 2.43495e+13 1.81778e+13 1.82936e+13 1.38001e+13 3.50703e+13 5.30967e+13 5.92555e+13 3.26159e+13 3.69056e+13 5.80682e+13 3.91174e+13 3.34756e+13 2.37063e+13 5.60034e+13 2.65658e+13 4.33406e+13 4.5299e+13 2.25008e+13 2.30744e+13 3.16431e+13 2.55044e+13 2.97739e+13 2.45523e+13 2.81746e+13
threshold=71.030000000000015 1.5000000000000002 6.0000000000000009 54.947759400000002 37.442254400000003 75.000000000000014 18.500000000000004 108.05000000000001 138.05000000000004 37.858952300000006 37.631035900000008 55.649510000000014 122.65000000000002 55.685785750000008 15.500000000000002 37.768783500000005 16.500000000000004 93.050000000000011 79.710000000000022 95.045000000000016 3.5000000000000004 55.743464250000009 37.702956500000006 3.5000000000000004 37.563506350000004 55.649510000000014 55.685785750000008 75.605000000000004 74.015000000000015 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 23 -12 13 17 18 16 -16 -13 -15 20 21 -20 -23 -2 -25 -26 27 -27 -28 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 12 -14 14 15 -17 -18 -19 19 -21 -22 22 -24 24 25 26 28 -29 29 -31
leaf_value=-15.318965717950679 8081.7294719658257 192.27442760461759 -3993.6057927555021 12374.469883597734 -36221.011557953934 4985.562236189201 60969.066136853449 78352.71065297068 -24475.992826704547 -1142.9394994089973 1139.2755366055928 -106666.54564340133 131423.45902343752 -21610.180920940897 188784.09021484375 -52198.0570421007 27948.913549017139 24943.501154891306 -8470.477024147729 -4840.7229073660719 -36887.005829326925 -282251.93906250002 -119696.02165364585 -6513.8125599795321 -20868.649031519399 10876.064113451088 88303.126289062508 160038.68188476562 -10461.460639272247 96717.660075431049
leaf_weight=3424081 1517 591650 4147 1054 232 7728 29 81 22 33984 630 121 20 184 20 81 62 23 22 84 39 24 60 7476 145 23 45 32 159 29
leaf_count=3424081 1517 591650 4147 1054 232 7728 29 81 22 33984 630 121 20 184 20 81 62 23 22 84 39 24 60 7476 145 23 45 32 159 29
internal_value=0 80.7319 -1055.67 2571.47 5548.22 3992.15 -25422.1 16292.8 56389.3 -2132.39 -5247.01 -20197 -38361.7 -43078 -32436.1 7855.66 67177 -85645.5 -48338.1 -69813.9 -107453 -133417 -166141 -3074.13 -5213.9 17229.8 36411.3 97661.6 21953.1 6071.49
internal_weight=0 649723 58073 13293 9146 7989 261 1157 103 44780 10796 1370 740 720 576 163 82 144 413 229 145 106 84 9426 7909 433 288 55 233 188
internal_count=4073804 649723 58073 13293 9146 7989 261 1157 103 44780 10796 1370 740 720 576 163 82 144 413 229 145 106 84 9426 7909 433 288 55 233 188
is_linear=0
shrinkage=0.1


Tree=3456
num_leaves=31
num_cat=0
split_feature=2 1 7 1 0 6 3 5 6 0 0 6 0 3 6 3 4 6 6 5 6 1 0 0 4 0 4 0 2 0
split_gain=5.11601e+11 4.20377e+12 2.82512e+13 7.13124e+13 5.05488e+13 6.17502e+13 5.92722e+13 4.09023e+13 1.04296e+14 5.28624e+13 5.74114e+13 1.00357e+14 7.56062e+13 7.16886e+13 6.34571e+13 6.26516e+13 4.06997e+13 4.00509e+13 3.91876e+13 7.41342e+13 3.66008e+13 3.60378e+13 4.99175e+13 4.82417e+13 4.25325e+13 4.89751e+13 3.91356e+13 4.30261e+13 3.80303e+13 3.55453e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.729575300000008 55.579943700000008 49.485000000000007 2.5000000000000004 2.5000000000000004 79.710000000000022 55.910578700000009 55.685785750000008 58.605000000000011 55.801384500000005 12.500000000000002 52.330000000000005 6.5000000000000009 10.500000000000002 99.050000000000011 67.91500000000002 2.5000000000000004 59.245000000000012 37.740454950000007 55.721784200000009 55.988910100000005 15.500000000000002 55.759969450000007 7.5000000000000009 55.897267000000006 75.000000000000014 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 29 -6 17 8 9 10 11 -8 14 15 16 -13 -12 -7 -4 21 -14 28 -23 24 25 -24 -27 -28 -20 -3
right_child=-2 2 18 -5 5 6 7 -9 -10 -11 12 13 20 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-132.62675359432646 -15.825083364270851 57965.565382469096 -276.27263428965199 587.10926137067634 5572.109209916177 -9170.499982440655 -11461.641431087428 20491.607134231759 -121397.9476450893 19789.559823628344 346843.14850852272 32165.871614583331 20893.435691675648 -37920.068070652174 102683.67041364398 229373.49234693882 163611.6205729167 120407.8599375 -73471.635299008543 -2545.9717871417438 94864.730133751989 4645.7066969396628 -121936.09571117914 19520.58543772978 -19835.121800216955 33337.259606512664 -35188.518639522947 -122670.31408625422 -13425.978405961834 -5949.5928874456376
leaf_weight=392867 3396489 91 58360 205792 3169 520 173 1114 35 306 22 24 116 23 84 49 27 25 249 9843 158 737 97 187 713 58 234 74 183 1985
leaf_count=392867 3396489 91 58360 205792 3169 520 173 1114 35 306 22 24 116 23 84 49 27 25 249 9843 158 737 97 187 713 58 234 74 183 1985
internal_value=0 79.357 372.14 945.489 10256.4 15017.3 26202.5 33728.9 48228.8 54274.6 69884.6 34038.1 93576.8 116033 155440 164538 245879 -3226.54 -1360.13 -6471.56 63548.4 -21732.1 -16321 -27658.1 -35160.2 -58760.2 -42016.8 -56206.9 -48035.6 -3147.92
internal_weight=0 677315 284448 213713 7921 5845 2676 2131 1017 982 676 269 407 96 133 73 49 545 70735 12375 274 2532 2100 1363 1176 463 366 308 432 2076
internal_count=4073804 677315 284448 213713 7921 5845 2676 2131 1017 982 676 269 407 96 133 73 49 545 70735 12375 274 2532 2100 1363 1176 463 366 308 432 2076
is_linear=0
shrinkage=0.1


Tree=3457
num_leaves=31
num_cat=0
split_feature=6 1 4 3 4 0 0 0 1 1 1 4 2 4 3 6 6 2 5 0 2 6 2 6 7 3 5 6 1 4
split_gain=5.07316e+11 3.97824e+12 6.43269e+12 1.13002e+13 2.38442e+13 1.91491e+13 2.40037e+13 1.69977e+13 1.87226e+13 1.72345e+13 3.42071e+13 2.42186e+13 1.83817e+13 1.69457e+13 2.37306e+13 1.84172e+13 3.72817e+13 2.58642e+13 1.5249e+13 1.47807e+13 1.46491e+13 1.50632e+13 1.38168e+13 2.66552e+13 2.89906e+13 2.09377e+13 1.81625e+13 1.80304e+13 1.64575e+13 1.72142e+13
threshold=142.05000000000004 38.97264950000001 20.500000000000004 10.500000000000002 11.500000000000002 55.034466500000008 54.932051950000009 55.050541250000002 82.93515810000001 61.381045500000006 61.400814300000008 16.500000000000004 5261.5000000000009 13.500000000000002 12.500000000000002 168.45000000000002 156.15000000000003 6082.0000000000009 4.5000000000000009 56.818587550000011 2691.5000000000005 156.15000000000003 2421.5000000000005 189.00000000000003 6.0000000000000009 3.5000000000000004 2.5000000000000004 247.90000000000001 39.723160900000003 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 22 -5 6 20 8 -7 13 -11 12 -12 -9 -15 16 17 -16 -17 -18 21 -6 23 24 28 26 -25 -27 29 -3
right_child=1 2 -4 4 5 7 -8 9 -10 10 11 -13 -14 14 15 18 19 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=2.4972422491911281 1814.7176676891279 -26165.752827380955 5519.4394953125002 -84392.63017113095 -3512.0386138091217 16284.60987042683 -57435.407231176185 -54366.899822443178 132396.67023809525 -128313.79074074075 -5229.174921875001 -52145.512810459426 89603.225151209685 91844.150590701218 69668.747031250008 69431.222310914862 -146931.76576086957 -33655.248404255319 -1518.7478443287036 -29386.985605468755 -14556.803036817095 98210.581640625009 -401.69839304096894 25976.173496685606 48634.988449622848 115691.76992187501 -84615.901244212975 -194.20503125000002 -35666.659620281476 -137052.48504464288
leaf_weight=4053505 5441 21 1250 42 37 41 127 33 21 27 60 67 31 41 50 69 23 47 54 20 710 24 11771 33 29 29 27 25 107 42
leaf_count=4053505 5441 21 1250 42 37 41 127 33 21 27 60 67 31 41 50 69 23 47 54 20 710 24 11771 33 29 29 27 25 107 42
internal_value=0 -498.674 -1345.84 -1976.47 -10090.9 -7985.21 -17152 6110.35 55612.9 230.733 -24293.4 -6517.72 27076.4 13693.5 21081.7 10050.2 -14753.8 19604.5 38282.5 -92259.8 -10516.5 36510 -953.095 -21689.5 -43776.9 16866.6 -23790.3 62040.9 -59541.3 -100090
internal_weight=0 20299 14858 13608 1524 1482 898 584 62 522 185 158 91 337 304 263 140 97 123 43 771 61 12084 313 199 114 60 54 170 63
internal_count=4073804 20299 14858 13608 1524 1482 898 584 62 522 185 158 91 337 304 263 140 97 123 43 771 61 12084 313 199 114 60 54 170 63
is_linear=0
shrinkage=0.1


Tree=3458
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 0 4 4 1 0 5 3 4 0 4 4 3 0 4 6 5 0 5 0 4 3 4 6 0 5
split_gain=4.90531e+11 8.26277e+12 2.49582e+13 5.323e+13 3.42764e+13 3.76402e+13 3.349e+13 3.16318e+13 2.95377e+13 3.7147e+13 3.08986e+13 2.29185e+13 2.37617e+13 2.21429e+13 6.51013e+13 4.05294e+13 1.99062e+13 1.91348e+13 3.04578e+13 3.15748e+13 1.88642e+13 1.8278e+13 1.94135e+13 1.78221e+13 1.76897e+13 2.8722e+13 1.70375e+13 1.69625e+13 1.95592e+13 4.46217e+13
threshold=71.030000000000015 73.995000000000019 39.105193450000009 39.231261550000006 56.148747500000006 56.520242650000007 20.500000000000004 16.500000000000004 72.839788400000018 55.029726000000004 3.5000000000000004 7.5000000000000009 4.5000000000000009 55.791814000000009 19.500000000000004 17.500000000000004 18.500000000000004 51.707269950000004 13.500000000000002 72.50500000000001 2.5000000000000004 54.998919050000005 1.5000000000000002 56.324067350000007 20.500000000000004 5.5000000000000009 11.500000000000002 73.41500000000002 55.649510000000014 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 17 8 7 -7 20 13 21 11 12 -11 16 15 -15 -5 -4 -19 -20 26 22 -10 -22 25 -23 -6 -2 29 -29
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 23 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-15.115595884365163 -1755.2021502463992 -47.600374555240172 18751.127273183327 -281.59404024461446 52344.15964746094 7039.7566640334517 -12877.520934950866 54121.941393253917 -45389.331377180235 -19174.112879976314 -7031.5568505285992 5368.7078205919206 23144.7227250131 -6047.3044599053719 70077.423750813803 -33866.772434620827 -28130.56367932968 1087.7300781250001 123029.8660625 156.59166217672416 -3609.7995829748734 -766.71484206627156 2381.6388368630824 28543.715027694121 21722.280885416669 -31712.225369570675 -10501.757560369319 21218.955884933472 11188.545070418526 -19847.042305949763
leaf_weight=3424081 29270 576329 949 12610 200 7646 949 263 86 141 809 1666 2249 1886 96 725 262 64 75 29 504 667 7864 262 150 545 55 416 2229 727
leaf_count=3424081 29270 576329 949 12610 200 7646 949 263 86 141 809 1666 2249 1886 96 725 262 64 75 29 504 667 7864 262 150 545 55 416 2229 727
internal_value=0 79.6601 1078.98 2729.38 2122.66 7226.4 4840.63 23196.6 428.212 3730.99 10812.9 14372.1 20648.1 -2577.34 -10798.4 -13772 -848.439 24258 55365.5 88767.1 15230.5 31.0895 1864.87 7387.88 -10672.7 -14682 38789.2 -981.472 5734.74 -4900.89
internal_weight=0 649723 73394 40752 39635 9879 8595 1284 29756 14177 4865 4056 2390 15579 2707 2611 12872 1117 168 104 1021 9312 7950 766 1362 1212 255 32642 3372 1143
internal_count=4073804 649723 73394 40752 39635 9879 8595 1284 29756 14177 4865 4056 2390 15579 2707 2611 12872 1117 168 104 1021 9312 7950 766 1362 1212 255 32642 3372 1143
is_linear=0
shrinkage=0.1


Tree=3459
num_leaves=31
num_cat=0
split_feature=1 2 6 4 4 0 0 0 6 6 7 6 1 6 4 4 4 6 6 4 4 0 6 6 7 0 3 3 3 3
split_gain=5.03773e+11 9.22801e+12 2.58826e+13 2.3368e+13 3.34752e+13 2.92683e+13 2.00529e+13 1.94233e+13 3.42082e+13 1.90476e+13 1.85247e+13 1.7841e+13 1.67903e+13 2.7831e+13 1.63112e+13 1.77333e+13 1.7694e+13 4.88383e+13 2.03138e+13 1.67735e+13 1.52404e+13 1.40995e+13 1.37148e+13 2.86441e+13 1.34257e+13 1.43266e+13 1.33588e+13 1.31113e+13 2.81726e+13 1.71942e+13
threshold=37.804148700000006 36.000000000000007 80.720000000000013 23.500000000000004 22.500000000000004 55.685785750000008 55.676890650000011 55.685785750000008 94.02500000000002 56.805000000000007 6.0000000000000009 84.810000000000016 37.897576350000001 56.505000000000003 18.500000000000004 19.500000000000004 13.500000000000002 50.410000000000004 36.605000000000011 12.500000000000002 31.500000000000004 55.702806750000008 59.815000000000005 60.605000000000011 6.0000000000000009 55.710673100000008 8.5000000000000018 14.500000000000002 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 3 4 6 -5 9 8 -4 -2 -8 -9 13 -7 16 -16 17 19 -18 -12 -14 -20 -23 -24 27 -26 -6 28 29 -13
right_child=1 -3 7 5 26 12 10 11 -10 -11 14 24 20 -15 15 -17 18 -19 21 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=61.443600733379277 -23845.056109470275 -7.464668654042832 -111442.32234786183 63319.45987601902 69482.467879329823 -22416.363103693184 823.08514667357178 -30611.248105410796 13071.53351779514 -132687.64351562501 -87441.2313133446 22891.351118456198 -12512.615227652288 -139948.08557381466 42304.496111804096 -9315.1351148592712 5609.2828234135714 51645.922820148604 -17857.998298783437 -11062.833919673003 -90030.103846153856 -64286.791215619654 90849.3984375 -43471.320941558442 -105943.40447443182 1893.2419921875 19361.392627942885 -35644.215937499997 83243.682212357962 -44488.078037370957
leaf_weight=1005148 82 3052384 57 46 83 66 11929 337 36 20 37 117 1035 29 119 151 302 143 926 129 26 146 20 77 22 28 148 50 55 56
leaf_count=1005148 82 3052384 57 46 83 66 11929 337 36 20 37 117 1035 29 119 151 302 143 926 129 26 146 20 77 22 28 148 50 55 56
internal_value=0 -20.126 -2395.21 -1513.64 -388.906 -14905.7 -1008.35 -20438.3 -63243.4 -45186.7 -685.994 -14452 -18018.4 -58294.5 -9467.36 13435.7 -12941.4 8812.09 -17511 -28086.9 -14412.2 -23483.9 -44922.5 -15776.3 2150.62 -45554.9 37370.3 10730.7 20900.7 1080.67
internal_weight=0 3.06866e+06 16272 15514 14312 1202 14081 758 93 102 13979 665 1156 95 2050 270 1780 309 1471 166 1061 1169 243 97 328 50 231 278 228 173
internal_count=4073804 3068656 16272 15514 14312 1202 14081 758 93 102 13979 665 1156 95 2050 270 1780 309 1471 166 1061 1169 243 97 328 50 231 278 228 173
is_linear=0
shrinkage=0.1


Tree=3460
num_leaves=31
num_cat=0
split_feature=3 6 5 1 4 1 4 2 6 4 6 1 1 1 1 3 6 4 4 6 1 6 1 1 6 4 0 4 4 1
split_gain=5.21657e+11 5.5878e+12 1.81566e+13 6.07121e+13 4.17953e+13 3.78781e+13 3.34041e+13 3.0695e+13 4.68143e+13 3.56183e+13 3.26397e+13 2.65695e+13 2.48365e+13 1.11386e+14 7.11441e+13 2.53392e+13 3.38457e+13 2.47263e+13 3.9845e+13 4.39719e+13 2.80247e+13 2.44017e+13 2.69959e+13 2.39053e+13 2.28342e+13 2.21084e+13 2.48853e+13 2.13338e+13 2.0514e+13 1.96151e+13
threshold=7.5000000000000009 62.010000000000012 1.5000000000000002 39.718675700000013 10.500000000000002 39.135518400000002 22.500000000000004 3191.5000000000005 100.05000000000001 16.500000000000004 82.905000000000015 38.948208550000011 30.410676000000006 37.131181300000009 30.345769800000003 8.5000000000000018 67.91500000000002 18.500000000000004 16.500000000000004 63.705000000000005 30.242318500000007 66.010000000000005 37.488790500000007 37.843405600000004 66.010000000000005 32.500000000000007 59.848366150000011 12.500000000000002 8.5000000000000018 38.965413050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -5 8 9 -7 -11 17 14 -14 -3 16 -15 18 19 27 -19 25 -23 -24 -20 26 -22 -6 -4 -13
right_child=1 2 28 6 5 7 -8 -9 -10 10 -12 29 13 15 -16 -17 -18 20 24 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-23.874619519025444 193.95285512197191 57464.761929510947 -10057.223878367162 -14087.581685230818 26839.516445159912 35017.724243164062 19028.893611696254 -15277.588824152543 -32097.820168585531 191381.78628566579 70195.060719476751 -82146.888064236118 259991.30345982141 12733.909331597222 -82125.906615149463 -17004.792753507656 184368.01044921877 -59558.245566406258 -114643.14030490453 -169.1424134830136 42487.959736081939 26772.616598784854 109916.94266010803 8945.226015033144 -25538.620625998759 -71635.841659628379 -26349.372249002663 139057.48262803821 -281.81976626342237 -10339.644428830032
leaf_weight=2818986 870105 177 2159 1503 32 64 382 59 38 46 43 45 28 27 46 49 20 40 36 439 119 501 81 33 143 37 94 36 378190 246
leaf_count=2818986 870105 177 2159 1503 32 64 382 59 38 46 43 45 28 27 46 49 20 40 36 439 119 501 81 33 143 37 94 36 378190 246
internal_value=0 53.635 -263.722 6149.82 16435 11196.6 -7376.44 47768 67242.8 91915.6 132831 6338.61 48620.1 84497.6 28670.3 33311.9 85769.7 11420.1 -2898.68 11421.5 22273.9 26058.1 36766.7 80688.3 -43459.1 -285.2 12109 86249 -337.309 -21443.9
internal_weight=0 1.25482e+06 384713 4364 2479 2132 1885 250 191 153 89 1882 347 124 223 96 47 1591 686 507 905 865 615 114 179 250 213 68 380349 291
internal_count=4073804 1254818 384713 4364 2479 2132 1885 250 191 153 89 1882 347 124 223 96 47 1591 686 507 905 865 615 114 179 250 213 68 380349 291
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=31
num_cat=0
split_feature=6 1 1 0 5 4 6 4 0 4 6 1 3 6 4 4 3 6 6 1 1 0 4 7 6 4 0 6 0 1
split_gain=5.57239e+11 4.85931e+12 1.441e+13 2.55032e+13 3.81383e+13 5.93508e+13 4.55178e+13 3.53489e+13 4.27833e+13 6.28466e+13 4.1495e+13 4.03054e+13 3.43931e+13 4.306e+13 3.2773e+13 3.00242e+13 2.93382e+13 2.31298e+13 3.01062e+13 2.32547e+13 2.29506e+13 2.14932e+13 2.37214e+13 1.03482e+14 2.03372e+13 3.2177e+13 7.43371e+13 4.55575e+13 4.13708e+13 4.62541e+13
threshold=53.310000000000009 30.303340300000002 30.157841000000001 59.91832440000001 2.5000000000000004 7.5000000000000009 81.705000000000013 17.500000000000004 59.848366150000011 16.500000000000004 77.010000000000005 30.277905650000005 3.5000000000000004 125.02000000000002 18.500000000000004 16.500000000000004 4.5000000000000009 87.395000000000024 63.140000000000008 30.226173900000003 30.242318500000007 59.882709350000006 6.5000000000000009 6.0000000000000009 57.715000000000011 9.5000000000000018 59.990753350000013 57.410000000000004 60.002985000000002 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 8 15 12 16 14 13 17 -12 -6 -9 18 -10 -20 -8 -4 23 -23 25 -5 27 -27 29 -28
right_child=1 -3 3 24 7 -7 20 10 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-31.886022079782691 770.95091970834301 79.803292135132978 -13685.924916250495 10137.765088925518 5706.9777093012153 -8288.0083808663803 -40930.750568181822 -10005.785840988159 -21529.434792064683 -69706.738405747848 75460.801677389711 106648.98198902028 -17584.560203816633 99707.389266304352 -8534.0109170221785 118215.01484375 79744.121740480128 -23189.090274204085 -11984.137591974992 32429.024249065973 -168668.27844551284 -58615.262156883444 -102394.31683809585 148720.46802662036 518.316863104194 -43563.837693524431 5385.82525296119 82243.563658854167 -7409.366974773402 79643.230421195665
leaf_weight=2336845 36065 1656323 316 1038 2029 3764 22 48 229 176 51 37 1616 46 521 24 151 293 159 456 39 222 69 27 28250 710 310 30 3823 115
leaf_count=2336845 36065 1656323 316 1038 2029 3764 22 48 229 176 51 37 1616 46 521 24 151 293 159 456 39 222 69 27 28250 710 310 30 3823 115
internal_value=0 42.8984 -715.156 -1917.65 -6282.34 -13245.5 -40094.4 -962.129 -4082.01 -11744.9 18452.2 5498.02 -8100.25 4855.5 -1044.96 7022.22 58095.9 1018.04 9421.7 20946.6 -122599 -32156.3 -50510.5 -36133.1 -606.693 -5880.76 -9214.2 -38463.5 -4118.98 25479
internal_weight=0 1.73696e+06 80636 44571 10295 4459 695 5836 5028 2975 808 609 2799 1183 572 2053 199 1137 844 615 61 634 318 249 34276 6026 4988 740 4248 425
internal_count=4073804 1736959 80636 44571 10295 4459 695 5836 5028 2975 808 609 2799 1183 572 2053 199 1137 844 615 61 634 318 249 34276 6026 4988 740 4248 425
is_linear=0
shrinkage=0.1


Tree=3462
num_leaves=31
num_cat=0
split_feature=1 1 6 6 3 4 5 6 4 6 3 3 6 4 6 5 0 4 6 6 6 0 7 3 3 3 3 6 6 0
split_gain=4.79963e+11 3.84395e+12 7.73951e+12 1.10937e+13 7.54798e+12 6.12722e+12 7.2007e+12 5.02582e+12 8.20645e+12 8.16954e+12 5.84332e+12 1.855e+13 1.59899e+13 1.80234e+13 1.12597e+13 1.06783e+13 1.00398e+13 1.26331e+13 7.59699e+12 7.55183e+12 1.60616e+13 2.38849e+13 1.39928e+13 1.25834e+13 9.59977e+12 1.35161e+13 8.50596e+12 8.80765e+12 7.43659e+12 6.57204e+12
threshold=82.968544750000021 82.965501500000016 114.05000000000001 168.45000000000002 14.500000000000002 17.500000000000004 2.5000000000000004 38.805000000000007 18.500000000000004 39.005000000000003 6.5000000000000009 4.5000000000000009 55.805000000000007 24.500000000000004 45.305000000000007 1.5000000000000002 55.007293000000011 17.500000000000004 39.305000000000007 58.005000000000003 65.805000000000021 54.945424150000001 6.0000000000000009 7.5000000000000009 12.500000000000002 7.5000000000000009 11.500000000000002 60.005000000000003 59.245000000000012 55.046782850000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 -9 11 29 13 14 -12 -15 17 -16 -13 -14 21 23 24 -21 25 -22 -23 -28 -25 -11
right_child=-2 2 3 -5 5 -7 -8 9 -10 10 12 18 19 15 16 -17 -18 -19 -20 20 22 26 -24 28 -26 -27 27 -29 -30 -31
leaf_value=4.1925094248758237 -83.253545062041468 -1318.2211674485216 76366.144403076178 -17172.495833333334 17051.32517009215 5119.7941249091773 79003.19071800595 19514.888971327153 -18538.678387389522 -1499.528032077317 -1724.6830760494727 -15272.890455426357 -7757.0150593055259 20435.170642260175 8457.922752501785 74504.976939808243 -13948.673807756697 39968.641477399557 9440.2188434972322 -7271.0817108154297 -38557.603719075523 -3600.2499804927666 -2202.1859699897336 37381.505388037265 -50094.863424549934 -3288.5474868219553 66505.878678385416 1072.7331217447916 13254.816354683851 4626.3826785447436
leaf_weight=3450934 591866 4056 32 21 176 1883 21 241 297 6757 2573 129 2702 215 1395 44 175 140 3481 128 162 1474 1501 317 92 330 36 48 214 2364
leaf_count=3450934 591866 4056 32 21 176 1883 21 241 297 6757 2573 129 2702 215 1395 44 175 140 3481 128 162 1474 1501 317 92 330 36 48 214 2364
internal_value=0 14.1516 1122.66 39303.7 1057.28 6875.32 23655.3 638.118 -2493.15 1194.05 1012.18 2489.64 -616.919 4004.31 2455.24 29620.8 8744.67 11331.9 8557.12 -3613.72 -1011.4 4914.16 -7312.12 20873.7 -20445.7 -14901.5 -1836.37 29115.5 27658.1 88.1984
internal_weight=0 3.48194e+06 31004 53 30951 2080 197 28871 4353 24518 24277 12731 11546 4542 4283 259 1710 1535 3610 7004 4302 2217 2085 659 584 492 1558 84 531 9121
internal_count=4073804 3481938 31004 53 30951 2080 197 28871 4353 24518 24277 12731 11546 4542 4283 259 1710 1535 3610 7004 4302 2217 2085 659 584 492 1558 84 531 9121
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=31
num_cat=0
split_feature=3 0 0 4 1 7 6 2 6 3 1 1 6 3 5 1 1 4 1 6 4 3 6 6 3 6 4 6 7 3
split_gain=5.05788e+11 4.93636e+12 2.04094e+13 2.34835e+13 2.81577e+13 2.87675e+13 1.798e+13 1.31487e+13 1.31436e+13 1.57106e+13 2.70387e+13 5.69865e+13 3.92958e+13 3.99721e+13 3.73049e+13 2.90858e+13 2.56531e+13 4.2892e+13 4.13719e+13 3.99504e+13 2.54458e+13 2.43194e+13 2.46407e+13 2.87329e+13 2.33361e+13 2.10652e+13 2.0988e+13 3.56581e+13 3.92933e+13 2.50428e+13
threshold=4.5000000000000009 45.036141150000006 45.022979600000006 9.5000000000000018 39.023883200000007 6.0000000000000009 118.04500000000002 6877.0000000000009 75.010000000000005 14.500000000000002 38.948208550000011 38.958307950000012 118.04500000000002 20.500000000000004 2.5000000000000004 38.977585500000011 38.965413050000002 18.500000000000004 39.008519500000006 100.05000000000001 22.500000000000004 17.500000000000004 91.02500000000002 103.03500000000001 15.500000000000002 88.00500000000001 23.500000000000004 100.05000000000001 6.0000000000000009 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 -6 -4 -5 26 -11 14 13 16 -12 20 19 24 -19 -13 -14 25 -23 -24 -18 -20 -10 -28 29 -29
right_child=1 -3 3 8 6 -7 -8 -9 9 10 11 12 15 -15 -16 -17 17 18 21 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=37.3124322402359 91.108401709504335 -74.190624585792108 25583.897092039151 353.21698801482609 6400.874365505013 110601.91685855263 -55507.118977864593 -14726.81832316538 7096.6472002553046 -31994.430366801171 45285.197812500002 54527.611733398437 -107425.88030348558 -27060.963500037564 238430.05906250002 12848.769920014882 140868.26498579545 -79783.868381569613 48104.010885416668 195255.9448317308 18894.307948369566 12352.120601207806 186022.1441875 34409.675312500003 40044.869108072919 -61610.474423363099 2119.8015561033026 -26883.747259256117 19262.820076976102 -154681.4570991848
leaf_weight=1920388 128967 2006854 891 11074 2072 38 48 89 2222 91 20 90 52 91 20 105 44 44 30 26 23 53 25 25 48 42 229 23 34 46
leaf_count=1920388 128967 2006854 891 11074 2072 38 48 89 2222 91 20 90 52 91 20 105 44 44 30 26 23 53 25 25 48 42 229 23 34 46
internal_value=0 -33.2747 526.981 3721.82 11563.3 25233.2 4999.18 21923 2019.76 7475.08 19436.4 25778.1 19126 33112.7 141858 -21124.8 45936.6 30967.2 6897.02 86070.2 -68687.7 28691.1 59858.8 110216 88264.8 -15896.1 3592.58 -19859.3 -68725.6 -112082
internal_weight=0 2.15342e+06 146562 17595 3138 1018 2120 980 14457 3383 829 738 698 518 40 180 427 311 219 116 75 175 103 50 92 72 2554 332 103 69
internal_count=4073804 2153416 146562 17595 3138 1018 2120 980 14457 3383 829 738 698 518 40 180 427 311 219 116 75 175 103 50 92 72 2554 332 103 69
is_linear=0
shrinkage=0.1


Tree=3464
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 4 1 1 6 4 1 4 1 7 4 6 4 6 6 6 6 6 6 3 4 6 7 6
split_gain=5.25265e+11 2.21463e+13 7.5303e+13 1.00408e+14 2.1544e+14 1.06363e+14 1.06647e+14 8.06432e+13 5.59594e+13 5.56611e+13 4.75948e+13 4.14179e+13 4.07423e+13 9.88208e+13 7.74721e+13 1.20279e+14 6.42353e+13 3.8822e+13 3.77718e+13 3.75078e+13 3.74861e+13 3.73074e+13 3.65708e+13 3.35605e+13 5.87164e+13 3.22281e+13 3.6555e+13 9.93106e+13 9.89377e+13 9.79653e+13
threshold=55.696737300000009 55.702806750000008 37.503969450000007 37.649344350000007 37.729575300000008 24.500000000000004 23.500000000000004 16.500000000000004 37.343102500000008 37.475446350000006 70.50500000000001 21.500000000000004 37.563506350000004 16.500000000000004 37.631035900000008 6.0000000000000009 8.5000000000000018 53.005000000000003 8.5000000000000018 116.05000000000001 63.415000000000006 58.605000000000011 49.010000000000012 40.610000000000007 55.405000000000008 12.500000000000002 15.500000000000002 53.705000000000005 6.0000000000000009 73.00500000000001
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 7 5 10 6 12 18 -9 -10 11 17 13 16 15 -14 -4 -5 -2 21 22 -6 -11 -8 -25 26 -16 28 -28 -29
right_child=1 -3 3 4 19 -7 23 8 9 20 -12 -13 14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-30.178606679216706 -7976.6409639246331 7.0387080503530202 86079.474521169366 -118752.7743942482 1497.938938114886 -84860.829170048703 142950.70810217698 -10973.384487998926 96962.060111177896 -81656.539335937501 -1193.7832775297618 -60885.713816964293 -2130.559609375 6224.8114775508293 2813.9327482015779 -218711.19128787881 306645.72391304345 -252012.93624267579 -67438.772045760517 -120055.04782129925 -129000.94616815477 13334.376357868327 86180.787443253808 -29598.365174932071 101345.37908502835 68742.667396496821 106157.78946814906 157422.81277794472 -61987.942923572584 -35993.422566964284
leaf_weight=2387437 153 1670171 31 69 8807 77 89 1055 104 20 42 70 115 83 505 33 23 32 354 24 21 3817 37 46 134 157 52 104 107 35
leaf_count=2387437 153 1670171 31 69 8807 77 89 1055 104 20 42 70 115 83 505 33 23 32 354 24 21 3817 37 46 134 157 52 104 107 35
internal_value=0 42.7247 3722.75 6091.46 3159.77 29790 35621 -15906 -2139.31 49069.2 -96575.1 -120002 23284.2 74729.7 16923.1 -50422.2 180024 -160974 -49494.6 4839.37 -14788 5076.81 27290.5 92718.8 67882 27305.6 19203.9 46978.9 -6996.89 108721
internal_weight=0 1.68637e+06 16196 14452 12861 1591 1514 1744 1237 182 213 171 1245 137 1108 148 54 101 507 12648 78 12624 57 269 180 960 803 298 159 139
internal_count=4073804 1686367 16196 14452 12861 1591 1514 1744 1237 182 213 171 1245 137 1108 148 54 101 507 12648 78 12624 57 269 180 960 803 298 159 139
is_linear=0
shrinkage=0.1


Tree=3465
num_leaves=31
num_cat=0
split_feature=4 4 6 6 1 6 0 3 1 2 3 6 7 1 0 1 3 3 6 6 6 2 0 0 3 0 1 0 0 0
split_gain=5.06415e+11 6.80881e+12 3.47157e+13 3.45084e+13 3.90686e+13 4.11869e+13 3.82492e+13 3.4698e+13 3.02616e+13 5.68263e+13 3.02464e+13 2.95833e+13 4.18871e+13 2.93294e+13 3.58443e+13 2.9037e+13 4.21281e+13 4.94567e+13 6.18965e+13 4.24397e+13 4.05282e+13 4.77835e+13 4.09209e+13 4.42149e+13 3.54852e+13 3.55503e+13 1.13334e+14 3.42773e+13 8.10705e+13 3.17915e+13
threshold=21.500000000000004 22.500000000000004 84.00500000000001 69.015000000000015 37.401708450000008 83.820000000000007 45.015054600000006 14.500000000000002 39.033214400000013 2421.5000000000005 11.500000000000002 82.905000000000015 6.0000000000000009 39.105193450000009 55.161746650000005 38.999037500000007 2.5000000000000004 9.5000000000000018 103.03500000000001 101.02000000000002 93.050000000000011 2200.0000000000005 55.812023600000011 55.753967500000009 5.5000000000000009 55.81943720000001 37.475446350000006 55.667390500000003 55.633951400000008 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 15 10 -10 -9 -13 -11 -15 20 -17 19 -19 -18 21 22 23 -4 -22 26 27 28 -26 -27
right_child=1 -3 8 4 6 -7 -8 11 9 13 -12 12 -14 14 -16 16 17 18 -20 -21 24 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=11.678773271095913 -819.98284711241399 64.531876465700535 39182.456506002178 -25386.884871059938 -38512.492824016976 -101531.86688596492 -1354.7726137221418 -9505.1496229464901 201391.37441406251 -34670.522554837742 29559.379352678574 163591.10085227274 16535.908860496242 11849.483049810226 -14048.088863067627 -70982.324550189398 28608.637826849492 161979.01678240742 625.34354585427138 150312.58951115265 20187.566384970472 1472.28502192004 4152.7083218375046 137494.08622448982 -63958.975914634153 19275.169306169882 -4797.8576485402964 -59800.732732992263 -292435.41250000003 -38128.424599443853
leaf_weight=3671018 43496 343403 689 1574 291 57 5770 1002 20 299 21 22 162 1058 1080 33 49 27 199 69 553 928 349 49 41 529 760 113 25 118
leaf_count=3671018 43496 343403 689 1574 291 57 5770 1002 20 299 21 22 162 1058 1080 33 49 27 199 69 553 928 349 49 41 529 760 113 25 118
internal_value=0 -106.441 -1095.15 -1979.66 -7661.27 -17391.8 -3138.78 -15654.1 5514.24 -3370.9 113380 -2737.22 34118.6 -5335.11 -1232.55 10373.5 36946.6 47300.2 19902.1 99774.5 7961.86 18138.7 32367.3 45709.9 -1625.02 -9230.55 -21658.2 -93244.1 -150503 8805.89
internal_weight=0 402786 59383 52374 8878 2817 6061 2760 7009 2478 41 1186 184 2437 2138 4531 377 344 226 118 4154 2015 1087 738 2139 1586 939 179 66 647
internal_count=4073804 402786 59383 52374 8878 2817 6061 2760 7009 2478 41 1186 184 2437 2138 4531 377 344 226 118 4154 2015 1087 738 2139 1586 939 179 66 647
is_linear=0
shrinkage=0.1


Tree=3466
num_leaves=31
num_cat=0
split_feature=0 7 4 0 6 1 3 4 1 1 0 1 6 6 0 1 1 0 6 6 6 0 3 1 6 1 1 1 0 0
split_gain=5.27616e+11 9.61465e+12 1.9973e+13 4.09605e+13 3.45337e+13 3.60458e+13 3.20187e+13 2.54708e+13 1.45411e+14 7.52548e+13 7.22292e+13 6.55152e+13 5.50363e+13 7.32279e+13 5.36864e+13 4.53954e+13 4.47562e+13 4.41646e+13 3.8208e+13 3.36356e+13 5.23341e+13 1.17976e+14 3.72766e+13 3.63922e+13 4.96928e+13 2.54188e+13 2.90112e+13 1.20819e+14 1.19289e+14 7.80993e+13
threshold=59.825842200000004 6.0000000000000009 12.500000000000002 59.856552950000008 39.355000000000011 30.330566300000005 4.5000000000000009 13.500000000000002 30.345769800000003 30.362494150000003 60.01610465000001 30.330566300000005 67.00500000000001 96.050000000000011 59.990753350000013 30.242318500000007 30.277905650000005 59.939085000000013 39.995000000000012 56.010000000000012 105.00500000000001 59.91832440000001 7.5000000000000009 30.389265100000003 74.615000000000009 30.472130500000002 30.370944000000005 30.345769800000003 59.982409200000006 60.028671700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 11 14 -10 -14 17 -16 -17 -5 -12 -11 22 -22 -21 -24 -25 26 27 -9 -29 -30
right_child=1 -3 3 7 6 -7 -8 25 9 19 18 -13 13 -15 15 16 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-11.74423973895963 -159.10104609453353 -541.38240967734407 -12331.201422089973 -25395.527707223435 22820.152173068538 8931.5700258795096 7510.0393638946016 1467.3833347169389 123207.69889907325 8568.8412730749642 -14117.399911711937 -160956.66025075607 -45487.222519899769 171542.66690340909 -10757.245563250546 -94004.144876881561 20011.23508184524 16577.452064109337 67596.628555030155 26574.886535759691 114137.76521739131 -194064.95729166668 -21801.667853009261 66992.69685418802 180777.10066964288 -4077.418152392604 4133.5567055145229 -44080.60406199094 21498.49359495621 -16592.198963675964
leaf_weight=3681717 163653 143528 1569 437 1730 1621 6492 33966 149 598 86 31 53 22 229 191 42 588 171 212 23 27 27 122 56 10437 22252 1160 758 1857
leaf_count=3681717 163653 143528 1569 437 1730 1621 6492 33966 149 598 86 31 53 22 229 191 42 588 171 212 23 27 27 122 56 10437 22252 1160 758 1857
internal_value=0 110.279 486.575 1731.09 7304.98 -1526.51 10731.5 865.587 9791.04 35354.9 -8773.39 -17073.6 88040.5 18174.9 -14074 -42376 -73452 -1317.37 40252.6 24273.7 44383.9 -52291.7 55975.7 86380.4 102790 477.292 1269.68 -418.86 -17390.6 -5551
internal_weight=0 392087 248559 84906 11412 3190 8222 73494 3064 1289 1775 1518 224 75 1487 462 233 1025 257 1065 467 50 417 205 178 70430 59993 37741 3775 2615
internal_count=4073804 392087 248559 84906 11412 3190 8222 73494 3064 1289 1775 1518 224 75 1487 462 233 1025 257 1065 467 50 417 205 178 70430 59993 37741 3775 2615
is_linear=0
shrinkage=0.1


Tree=3467
num_leaves=31
num_cat=0
split_feature=6 6 1 1 6 7 5 1 1 7 0 2 7 4 0 0 0 5 5 0 3 1 6 0 0 2 4 6 4 0
split_gain=5.06175e+11 4.81908e+12 2.37858e+13 4.38306e+13 2.10041e+13 3.16451e+13 5.15998e+13 3.193e+13 1.99178e+13 2.68421e+13 2.17303e+13 3.04968e+13 3.5199e+13 2.3338e+13 2.63981e+13 2.09318e+13 2.63508e+13 2.48722e+13 2.32549e+13 2.2666e+13 2.28921e+13 1.98774e+13 2.42405e+13 1.86692e+13 1.80245e+13 5.09168e+13 2.84002e+13 3.00514e+13 2.53494e+13 3.87923e+13
threshold=59.245000000000012 62.375000000000007 37.978059650000013 37.897576350000001 62.010000000000012 6.0000000000000009 2.5000000000000004 37.618684050000006 38.977585500000011 6.0000000000000009 55.046782850000007 6426.0000000000009 6.0000000000000009 7.5000000000000009 55.043091000000011 45.109778000000006 44.601833250000006 2.5000000000000004 2.5000000000000004 45.082176650000008 18.500000000000004 82.956351500000011 60.305000000000007 45.055912800000009 55.554045200000012 2810.0000000000005 12.500000000000002 61.425000000000004 16.500000000000004 55.462387050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 15 13 12 -12 14 -10 16 17 -4 19 20 -18 22 -13 -20 25 26 -2 -28 29 -29
right_child=1 -3 8 -5 5 6 7 -9 10 -11 11 21 -14 -15 -16 -17 18 -19 23 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=24.106982423729022 -1050.9138621115619 35.371625611227486 27463.084492773436 12727.328483366085 3751.1069213701558 -20118.064120822484 16072.58357397152 134478.21796875002 -2316.4858716179797 -18567.828357233298 -10.310218497223465 -18969.083917452535 -6087.7974388496123 1652.0752496238715 20929.230801213533 354.55966331909542 -14293.229373591985 -16870.542174270391 -11677.678199250646 -40840.046186689055 52121.978834389738 -1921.2207985912808 -4660.4251154862059 7274.8210281989486 1975.4929976378139 2822.2970031601071 -10004.809500984178 -36041.867361232216 -46796.682435355156 34227.45252978112
leaf_weight=2775601 2191 1078696 375 3109 1474 1737 79 32 28650 1283 43630 2456 12193 49096 497 6780 2496 191 1041 328 53 3253 2286 1038 44090 8007 2308 224 489 121
leaf_count=2775601 2191 1078696 375 3109 1474 1737 79 32 28650 1283 43630 2456 12193 49096 497 6780 2496 191 1041 328 53 3253 2286 1038 44090 8007 2308 224 489 121
internal_value=0 -51.5415 -478.648 1146.47 553.819 -7177.28 -15894 50207.5 -1145.43 -4803.56 -795.61 -2165.06 -1337.77 321.368 -1920.11 -3368.06 -7938.75 12502.4 -10273.2 -16096.3 -12912.3 -7941.41 -12071.2 -2215.1 1001.02 -2219.71 -9789.82 -15883.7 -32152.8 -11396.7
internal_weight=0 1.2982e+06 219507 63861 60752 3322 1848 111 155646 13585 142061 63818 55823 78243 29147 12302 5522 566 4956 2877 2549 7995 4742 2079 57430 13340 5333 3142 834 345
internal_count=4073804 1298203 219507 63861 60752 3322 1848 111 155646 13585 142061 63818 55823 78243 29147 12302 5522 566 4956 2877 2549 7995 4742 2079 57430 13340 5333 3142 834 345
is_linear=0
shrinkage=0.1


Tree=3468
num_leaves=31
num_cat=0
split_feature=0 0 1 4 2 6 1 1 4 4 4 4 4 6 7 4 5 4 4 6 3 3 4 6 5 4 1 4 2 6
split_gain=4.75276e+11 5.08219e+12 1.20574e+13 1.59805e+13 1.38814e+13 1.49974e+13 1.38136e+13 1.24913e+13 4.33998e+13 6.40616e+13 4.14754e+13 1.4037e+13 1.39666e+13 1.19137e+13 1.66103e+13 2.42395e+13 1.86546e+13 7.21236e+13 2.9539e+13 4.05661e+13 2.33421e+13 2.08742e+13 1.26492e+13 1.35932e+13 1.15839e+13 1.14934e+13 1.1278e+13 1.07983e+13 1.04675e+13 1.07719e+13
threshold=60.753246850000004 60.064438250000002 30.205407000000005 26.500000000000004 3338.0000000000005 93.050000000000011 30.084656550000002 30.084656550000002 13.500000000000002 11.500000000000002 17.500000000000004 14.500000000000002 5.5000000000000009 57.005000000000003 6.0000000000000009 5.5000000000000009 2.5000000000000004 7.5000000000000009 7.5000000000000009 79.015000000000015 11.500000000000002 3.5000000000000004 12.500000000000002 73.41500000000002 1.5000000000000002 4.5000000000000009 30.157841000000001 3.5000000000000004 2561.0000000000005 51.805000000000007
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 4 28 5 7 25 13 9 12 11 -10 -9 24 16 -16 17 21 -18 -20 -19 -15 -17 -24 -3 -6 -7 -8 29 -4
right_child=-2 2 3 -5 6 26 27 8 10 -11 -12 -13 -14 14 15 22 18 20 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0675762194292675 287.55388682649323 12718.305754519275 -13126.557775297619 5701.4539974286599 -17824.245470672438 28486.227226562503 -43311.069471153845 -59008.83820374505 80424.166984269439 -195168.04183084238 -97226.239311079553 17242.234232159517 -2901.532963541667 86634.424589538583 64574.972753906251 -53372.08853236607 -18256.102900834518 -39800.647945792218 25167.43939494681 182006.77210937502 85762.745810546883 193275.4542637979 -24047.029344512197 76511.343710937508 -8004.1575974367988 -1167.2311800167033 113633.89985119049 24256.213600682851 -5323.3509517514558 81618.186328125012
leaf_weight=4001071 56679 685 21 1599 541 60 26 63 74 23 22 67 150 45 40 70 121 57 94 20 20 31 41 20 445 1768 21 262 9640 28
leaf_count=4001071 56679 685 21 1599 541 60 26 63 74 23 22 67 150 45 40 70 121 57 94 20 20 31 41 20 445 1768 21 262 9640 28
internal_value=0 -4.0572 -1779.73 -3560.49 2437.89 8343.25 -2494.24 6705.47 -9208.05 -36617.2 30476.3 50401.5 -19496.7 10464.8 22405.8 -3559.93 33849.5 61024.2 16157 52683.1 -7186.78 130133 -24364.5 8922.93 4557.69 -5069.98 50561.5 18156.4 -5089.01 41013.3
internal_weight=0 4.01712e+06 16054 11288 4766 2169 2597 2088 399 236 163 141 213 1689 559 171 388 153 235 114 77 76 131 61 1130 2309 81 288 9689 49
internal_count=4073804 4017125 16054 11288 4766 2169 2597 2088 399 236 163 141 213 1689 559 171 388 153 235 114 77 76 131 61 1130 2309 81 288 9689 49
is_linear=0
shrinkage=0.1


Tree=3469
num_leaves=31
num_cat=0
split_feature=4 2 3 1 0 6 4 6 0 0 1 0 0 0 1 6 6 6 5 3 0 6 0 6 6 0 0 6 1 0
split_gain=4.86735e+11 3.06153e+12 1.07501e+13 8.9613e+12 2.56448e+13 2.15007e+13 1.03945e+13 9.135e+12 1.97323e+13 4.44218e+13 2.1362e+13 1.82887e+13 3.94005e+13 2.86543e+13 1.78638e+13 2.1535e+13 3.59389e+13 1.94725e+13 1.7327e+13 1.72202e+13 1.64158e+13 1.44053e+13 5.00132e+13 1.4793e+13 2.0345e+13 1.82851e+13 3.06852e+13 1.2701e+13 1.43549e+13 1.14479e+13
threshold=3.5000000000000004 2421.5000000000005 3.5000000000000004 36.049731800000011 56.006509350000009 65.805000000000021 2.5000000000000004 77.565000000000012 55.81943720000001 55.834019500000004 37.46219940000001 56.067362750000008 56.006509350000009 56.324067350000007 37.290808600000013 94.02500000000002 108.05000000000001 84.810000000000016 3.5000000000000004 2.5000000000000004 55.93962770000001 90.045000000000016 55.79439725000001 95.045000000000016 97.020000000000024 51.707269950000004 51.567244500000008 93.050000000000011 38.657016300000002 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 21 -10 14 12 -12 -13 15 17 -17 -11 -16 -15 -18 -9 23 27 -25 26 -26 28 -23 -27
right_child=-2 -3 -4 7 5 -7 -8 8 9 10 11 13 -14 19 18 16 20 -19 -20 -21 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=-12133.384749145431 -8.5745497717986616 282.73067357762119 67577.247715692938 9.3636211187457601 1623.3502993116192 71729.533549904343 -37179.317758826764 -7785.8928451835982 -134177.58715820312 -10163.349843750002 -30482.656205700292 37014.592104388299 -155801.04629916488 -14160.457637443709 21104.19443151596 -146858.72421874999 -57956.168149201774 86105.338166360292 130363.16923363095 -74746.345759401491 59106.453578125002 41509.463256835938 122954.5992393092 -71278.023911132812 -9685.0740136718759 4370.7421060687693 142018.19388020833 79736.670185319774 -50416.823703125003 -37320.09530308735
leaf_weight=460 3837650 203828 23 28692 408 49 259 922 32 55 186 94 29 229 47 24 23 34 21 59 25 53 38 40 30 319 24 43 25 83
leaf_count=460 3837650 203828 23 28692 408 49 259 922 32 55 186 94 29 229 47 24 23 34 21 59 25 53 38 40 30 319 24 43 25 83
internal_value=0 139.342 -764.781 -813.441 -9382.42 9140.21 -21155.5 -489.699 -6370.23 -18574.5 -14095.9 -24056 -47386.1 -10925.2 11869.8 -6281.63 -46943.6 26613.5 54845.9 -26572.1 3013.95 269.754 11609.2 4751.57 -2896.25 3102.16 57738.6 36101.3 12045.9 -4237.07
internal_weight=0 236154 32326 32303 1176 457 719 31127 2435 858 826 597 215 382 229 161 72 89 68 288 48 1577 655 617 496 456 54 121 78 402
internal_count=4073804 236154 32326 32303 1176 457 719 31127 2435 858 826 597 215 382 229 161 72 89 68 288 48 1577 655 617 496 456 54 121 78 402
is_linear=0
shrinkage=0.1


Tree=3470
num_leaves=31
num_cat=0
split_feature=3 7 4 1 1 1 2 1 6 4 0 4 0 3 0 6 1 4 0 0 6 2 6 1 2 6 1 6 6 2
split_gain=4.8225e+11 5.6151e+12 2.41244e+13 1.91856e+13 7.41778e+13 2.73329e+13 2.09458e+13 2.5054e+13 2.82613e+13 2.80029e+13 3.26503e+13 2.85436e+13 3.32404e+13 2.57334e+13 3.66416e+13 2.31044e+13 2.08067e+13 1.8189e+13 2.86923e+13 3.41906e+13 1.77049e+13 1.53384e+13 2.44081e+13 2.59243e+13 1.49462e+13 1.4593e+13 1.44317e+13 2.52325e+13 2.08012e+13 1.40523e+13
threshold=7.5000000000000009 6.0000000000000009 12.500000000000002 82.956351500000011 82.93515810000001 82.825258850000026 7457.0000000000009 30.260128500000004 56.505000000000003 10.500000000000002 59.933037250000005 8.5000000000000018 59.825842200000004 10.500000000000002 59.982409200000006 58.995000000000012 82.948524700000021 9.5000000000000018 55.071632200000003 55.102137100000007 94.02500000000002 5873.0000000000009 108.05000000000001 60.605526900000008 3338.0000000000005 33.005000000000003 30.242318500000007 77.565000000000012 83.010000000000005 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 11 -11 -10 24 14 -12 -14 -6 18 -7 -20 -16 25 -23 -24 -13 -9 27 -17 -29 -5
right_child=1 2 -4 29 16 17 -8 21 9 10 13 12 15 -15 20 26 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-22.955142008547725 -130.19427422780862 4686.4474094956122 -63.372169241194392 -21914.293457119071 98565.479890950533 18821.593861168436 -4055.6619693489793 10062.40271484902 -4828.2028894558762 -37993.057491418083 79786.816699218762 208270.19360119049 153332.69312499999 61183.918190630749 -31023.516219190144 -36385.740308634442 33756.6967520084 11114.754752096169 152860.62575266769 529.82310631793484 51314.83740234375 9424.8869109510124 12933.865885416668 165074.19631696431 87479.610957031255 1556.9632836121359 78792.968942307692 138119.48103693183 23920.067901400864 612.03217704352835
leaf_weight=2818986 721862 1289 413749 278 93 159 4555 2143 71 99 52 21 20 136 142 48 106 1618 41 23 32 1916 24 21 20 34367 65 22 58 71788
leaf_count=2818986 721862 1289 413749 278 93 159 4555 2143 71 99 52 21 20 136 142 48 106 1618 41 23 32 1916 24 21 20 34367 65 22 58 71788
internal_value=0 51.5694 297.759 1551.19 3119.75 2861.48 2373.95 3096.27 13799.7 28744.9 12896.6 51225 66893.5 26814 6131.19 51021.9 64044.2 14804.9 41578.9 98116.7 -15880.8 2518.96 11134.7 83932.7 149348 2056.2 40419.8 20933.4 55324.9 525.135
internal_weight=0 1.25482e+06 532956 119207 47141 46942 45101 40546 2075 786 461 325 254 362 226 213 199 1841 223 64 174 38471 1961 45 41 36510 193 128 80 72066
internal_count=4073804 1254818 532956 119207 47141 46942 45101 40546 2075 786 461 325 254 362 226 213 199 1841 223 64 174 38471 1961 45 41 36510 193 128 80 72066
is_linear=0
shrinkage=0.1


Tree=3471
num_leaves=31
num_cat=0
split_feature=6 1 1 0 6 6 4 4 0 3 4 0 1 3 6 0 6 5 6 1 6 0 4 3 4 3 6 6 3 0
split_gain=4.83211e+11 3.88326e+12 1.80642e+13 5.08161e+13 2.78181e+13 3.92309e+13 3.51964e+13 3.70267e+13 4.1057e+13 3.34262e+13 2.39696e+13 5.59918e+13 3.21729e+13 3.05538e+13 2.8825e+13 6.16229e+13 2.70169e+13 2.53622e+13 4.96688e+13 2.10273e+13 3.4721e+13 5.87016e+13 5.11274e+13 7.37994e+13 5.00507e+13 3.30393e+13 4.25811e+13 2.53685e+13 5.29902e+13 2.33388e+13
threshold=102.04000000000001 40.377616600000003 39.873894000000007 57.670849000000011 104.01000000000001 108.05000000000001 15.500000000000002 5.5000000000000009 47.319699650000011 3.5000000000000004 4.5000000000000009 57.634352600000007 39.908802000000009 14.500000000000002 168.45000000000002 57.57007620000001 122.65000000000002 4.5000000000000009 189.00000000000003 39.763755750000009 130.05000000000004 43.6005307 5.5000000000000009 5.5000000000000009 11.500000000000002 1.5000000000000002 105.00500000000001 108.05000000000001 8.5000000000000018 57.57007620000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 -6 -9 -4 11 14 -13 16 -7 -16 -12 -18 -19 -2 21 -21 -23 24 25 -24 -27 29 -29 -25
right_child=1 -3 3 -5 5 10 -8 8 -10 -11 13 12 -14 -15 15 -17 17 18 -20 20 -22 22 23 27 -26 26 -28 28 -30 -31
leaf_value=5.6644275328344245 -769.99750075147267 351.9574796886406 -106342.9571241035 -141878.70183189656 63183.92096689756 4964.548844107936 135517.44574353448 -128641.53917824075 12908.964301470589 8009.8582297585226 -42202.656936538435 183597.44856250001 35928.590511067705 47741.484941248746 -999.82849064316861 -213467.15728515625 -19519.389589192317 88113.91755371094 -67825.208671874992 109829.43486064189 -20109.585271600849 -27692.55652901786 -18655.980117187501 -98888.549736555244 -33076.596496212122 5162.8178240740745 144372.52110275009 -39003.100433708642 86780.437801846594 3587.171492866848
leaf_weight=3966508 47186 57356 61 29 97 354 29 27 85 44 456 25 36 62 43 20 390 64 30 74 218 189 20 43 33 27 118 68 66 46
leaf_count=3966508 47186 57356 61 29 97 354 29 27 85 44 456 25 36 62 43 20 390 64 30 74 218 189 20 43 33 27 118 68 66 46
internal_value=0 -209.402 -854.122 -10545.4 -8456.22 -5402.33 32280.6 17955.9 -21214.8 -58423.7 -11462.2 6963.35 96448.6 -20252 -6126.82 -68449.8 -24736.6 -8281.05 38346.1 -480.883 14643.5 25719.7 15516.3 34914 79347 101832 118451 -4537.67 22950 -45923.6
internal_weight=0 107296 49940 1852 1823 1718 238 209 112 105 1480 478 61 1002 417 63 940 484 94 48088 902 684 610 421 198 165 145 223 134 89
internal_count=4073804 107296 49940 1852 1823 1718 238 209 112 105 1480 478 61 1002 417 63 940 484 94 48088 902 684 610 421 198 165 145 223 134 89
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=31
num_cat=0
split_feature=3 0 2 7 1 0 4 6 6 6 6 6 6 4 0 6 4 6 0 1 0 6 4 6 0 0 1 0 0 0
split_gain=4.66128e+11 4.53593e+12 1.73899e+13 2.20377e+13 3.18263e+13 3.92565e+13 3.03433e+13 3.13137e+13 2.47773e+13 2.84982e+13 3.6667e+13 2.28244e+13 2.14203e+13 1.97956e+13 2.86661e+13 2.34184e+13 1.95031e+13 1.90068e+13 2.64653e+13 1.87254e+13 1.66891e+13 1.65374e+13 1.59134e+13 4.00859e+13 1.58654e+13 1.57494e+13 1.51902e+13 1.50346e+13 1.97654e+13 1.41378e+13
threshold=14.500000000000002 55.660117850000006 2343.5000000000005 6.0000000000000009 37.401708450000008 55.60524465000001 26.500000000000004 40.610000000000007 81.02500000000002 77.010000000000005 60.005000000000003 118.04500000000002 38.405000000000008 16.500000000000004 55.390026600000006 79.015000000000015 17.500000000000004 79.015000000000015 55.649510000000014 37.442254400000003 55.111813300000001 37.310000000000009 24.500000000000004 98.020000000000024 55.554045200000012 55.579943700000008 39.231261550000006 55.60524465000001 55.633951400000008 55.622114900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 19 7 -7 9 10 -8 13 21 14 -2 27 -13 -9 29 -6 -14 -5 -15 -24 -4 -17 -21 -16 -29 -19
right_child=1 -3 24 4 5 6 8 17 -10 -11 -12 16 20 22 15 25 -18 18 -20 26 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.8044506762209327 4407.5145540520343 462.75726705088147 313.35552782460513 3399.157888299851 68315.747013147949 -482.90843331895542 -1836.5002885253907 -16612.36704579353 119283.74679509945 -81746.730298639115 70869.433771260592 94603.333632812501 -10579.879155658542 -2650.341502255993 -33034.378789742535 -127032.05838260136 10681.976710069444 -42438.552143429493 19674.649145507814 1803.0204186409319 16631.0156879434 -30515.740203672467 -13000.438024441237 79224.019230143225 68634.381238511036 -36511.703999023441 -8824.9108925567562 19635.144746830778 -30148.872801818852 -99511.535694067032
leaf_weight=3758080 418 172193 107796 525 41 1342 250 2301 22 31 96 40 252 10434 508 37 90 117 48 12228 2135 198 2601 48 34 40 1511 159 160 69
leaf_count=3758080 418 172193 107796 525 41 1342 250 2301 22 31 96 40 252 10434 508 37 90 117 48 12228 2135 198 2601 48 34 40 1511 159 160 69
internal_value=0 116.703 -298.456 -2211.41 -152.534 -1761.86 -10132.3 -12834.8 16126.4 10106.6 18336.2 -5209.57 9190.85 -5586.02 -17247.8 -27261 36503.9 -19373.7 -46526.6 835.547 13758.3 -5888.74 -4407.63 -11329.3 334.898 -80008.5 634.172 -22349.8 -5334.9 -63610.8
internal_weight=0 315724 143531 35701 21166 18056 4276 3877 399 377 346 14535 3110 14405 1322 904 130 2535 234 13780 2387 723 13083 2649 107830 77 13739 827 319 186
internal_count=4073804 315724 143531 35701 21166 18056 4276 3877 399 377 346 14535 3110 14405 1322 904 130 2535 234 13780 2387 723 13083 2649 107830 77 13739 827 319 186
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=31
num_cat=0
split_feature=3 6 0 1 6 6 4 6 3 1 6 0 4 7 6 6 0 1 1 6 6 6 0 0 6 0 1 2 4 6
split_gain=5.0954e+11 4.1108e+12 4.14656e+12 3.32949e+12 6.96726e+12 7.20958e+12 6.33647e+12 1.70049e+13 1.34366e+13 1.16219e+13 7.39821e+12 1.31922e+13 5.13658e+12 6.94538e+12 4.77473e+12 7.18448e+12 7.09866e+12 4.5909e+12 1.61767e+13 7.42851e+12 1.00145e+13 9.44948e+12 7.17558e+12 1.73137e+13 7.341e+12 5.16618e+12 5.25426e+12 1.30406e+13 1.56737e+13 7.53064e+12
threshold=24.500000000000004 189.00000000000003 45.125532050000011 30.452677500000004 65.00500000000001 59.245000000000012 25.500000000000004 75.010000000000005 25.500000000000004 30.315889700000003 76.605000000000004 60.01610465000001 27.500000000000004 6.0000000000000009 62.625000000000007 64.015000000000015 60.034792100000011 37.343102500000008 37.318079750000003 42.205000000000005 69.605000000000004 56.010000000000012 55.676890650000011 55.685785750000008 61.805000000000007 57.15297970000001 37.374856000000008 75.000000000000014 25.500000000000004 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 12 10 8 -8 -9 -6 -12 -2 -14 16 -16 -7 18 22 -20 21 -21 24 -24 -5 26 27 -19 -29 -30
right_child=1 2 -4 17 6 14 7 9 -10 -11 11 -13 13 -15 15 -17 -18 25 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=2.321364988945156 -6748.3002189791941 5005.2864995541786 -50306.406628787881 -9413.7813829536899 -13157.525437071265 -80539.424195772066 91950.376312500011 -92218.587075407617 4474.4997931011658 -12829.108674605175 85401.795788904143 12591.870939555922 60720.45779803241 -9758.7836072198279 23504.233227539065 -44043.684869581659 -17243.319193412164 -49230.143672902959 -140.04056490384616 49493.349158653844 7213.844904119318 140921.76606933595 70141.837820512825 2575.3644458415897 -75596.665997023811 -18664.165897936702 -114.53698058913602 -67270.591739004638 5277.0001518554691 69899.594833096591
leaf_weight=4056328 1225 23 33 83 41 34 25 23 59 93 37 76 27 29 32 31 37 76 26 26 22 20 39 1376 21 156 13657 27 100 22
leaf_count=4056328 1225 23 33 83 41 34 25 23 59 93 37 76 27 29 32 31 37 76 26 26 22 20 39 1376 21 156 13657 27 100 22
internal_value=0 -538.809 -27589.1 -451.85 -4564.03 -7703.03 7983.08 -3756.9 30509 -28570.1 23229.8 36432.3 -5394.4 24222.3 -29772.9 -9733.63 -47554.1 12.9409 5065.52 45322.6 62705.4 89244.8 2574.3 4437.62 -22777.6 -567.613 -364.251 -15521.4 1672.38 16930.3
internal_weight=0 17476 56 17420 1769 1415 354 200 84 116 154 113 1281 56 134 63 71 15651 1613 94 68 46 1519 1415 104 14038 13882 225 149 122
internal_count=4073804 17476 56 17420 1769 1415 354 200 84 116 154 113 1281 56 134 63 71 15651 1613 94 68 46 1519 1415 104 14038 13882 225 149 122
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=31
num_cat=0
split_feature=4 0 1 4 6 7 0 0 1 1 0 1 7 3 5 1 1 3 0 6 6 4 1 1 7 5 0 6 6 0
split_gain=4.90599e+11 6.81938e+12 1.25662e+13 1.61684e+13 1.28027e+13 1.91373e+13 1.20337e+13 8.39122e+12 7.1066e+12 2.86884e+13 1.45985e+13 2.53101e+13 1.90045e+13 1.46361e+13 1.30762e+13 9.27666e+12 8.94325e+12 9.71492e+12 8.94332e+12 1.85555e+13 3.49064e+13 1.81908e+13 3.23235e+13 7.27815e+13 5.99835e+13 3.1921e+13 3.34187e+13 3.16845e+13 4.3362e+13 2.66321e+13
threshold=32.500000000000007 55.568628050000008 37.543519500000009 33.500000000000007 51.015000000000008 6.0000000000000009 55.633951400000008 54.73499850000001 37.858952300000006 37.843405600000004 55.676890650000011 37.425454150000007 6.0000000000000009 25.500000000000004 3.5000000000000004 49.111590500000005 37.780517050000007 5.5000000000000009 55.806294650000005 40.610000000000007 43.905000000000008 33.500000000000007 37.682335600000009 37.503969450000007 6.0000000000000009 2.5000000000000004 55.721784200000009 38.010000000000012 75.605000000000004 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 9 10 11 13 -13 -8 16 -10 18 -18 21 -20 -21 22 23 29 -25 -24 -27 -26 -29 -12
right_child=1 6 3 7 -6 -7 8 -9 15 -11 14 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 25 24 27 26 -28 28 -30 -31
leaf_value=2.2855891456063029 -1114.1424859576052 -36327.568565258538 -61322.348850446433 -318.66891263124171 38544.726738606776 20219.709089867865 -10102.970751385357 -63090.63330078125 9726.5397087604997 -23879.889902349012 24369.917668240229 -56602.893642241383 26576.053081852839 -95724.910757211546 48051.414731069715 -799.06191335257733 74441.827957589281 9916.3628393554682 11020.509007007822 -19626.626801757811 1643.7439433835907 2776.211188499869 1626.5981688493562 90375.868798828131 12505.413237028302 55154.48688964844 -41793.942282104494 -86250.085335782685 -6838.7696165589077 -34175.44752780124
leaf_weight=4056209 1204 97 35 189 300 162 86 24 1277 580 259 29 520 26 52 2432 28 140 1213 980 3627 1587 1781 28 53 40 320 328 87 111
leaf_count=4056209 1204 97 35 189 300 162 86 24 1277 580 259 29 520 26 52 2432 28 140 1213 980 3627 1587 1781 28 53 40 320 328 87 111
internal_value=0 -526.901 5108.1 15659.6 25538.7 5732.54 -1214.7 -7391.57 -996.146 -2189.59 -1075.79 13344 22182.3 -29979.5 -1972.11 2824.88 -2217.93 20670.6 -2587.17 16.4334 -2880.88 -5885.59 -10457 -26759.1 -51797.8 -3863.11 -31021.9 -60303.9 -69602.4 6806.31
internal_weight=0 17595 1914 710 497 197 15681 213 15584 11875 11295 661 549 112 10634 3709 10582 168 10414 5820 4607 4594 3007 866 496 2141 360 468 415 370
internal_count=4073804 17595 1914 710 497 197 15681 213 15584 11875 11295 661 549 112 10634 3709 10582 168 10414 5820 4607 4594 3007 866 496 2141 360 468 415 370
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=31
num_cat=0
split_feature=4 6 0 6 6 3 6 0 6 3 3 6 3 6 0 1 6 3 6 1 0 3 3 3 1 1 6 6 0 6
split_gain=5.96147e+11 4.97049e+12 5.99209e+12 4.09647e+12 8.42587e+12 3.88574e+12 2.91329e+12 6.82941e+12 2.97591e+12 3.09811e+12 4.97165e+12 6.41806e+12 4.09816e+12 3.26242e+12 6.97105e+12 9.44525e+12 3.4377e+12 3.39491e+12 2.61443e+12 2.44406e+12 4.71246e+12 2.37905e+12 4.91644e+12 6.80668e+12 7.50484e+12 4.25915e+12 3.28722e+12 2.37159e+12 2.17121e+12 2.8731e+12
threshold=38.500000000000007 68.515000000000015 55.858844800000007 67.91500000000002 63.415000000000006 15.500000000000002 37.995000000000012 55.768246800000007 38.995000000000012 16.500000000000004 14.500000000000002 60.005000000000003 19.500000000000004 59.025000000000013 55.806294650000005 37.543519500000009 42.605000000000011 8.5000000000000018 66.50500000000001 37.768783500000005 55.806294650000005 26.500000000000004 13.500000000000002 19.500000000000004 37.618684050000006 37.755233900000007 79.710000000000022 74.615000000000009 55.806294650000005 44.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 13 -11 14 15 17 -16 -10 -7 20 -5 22 25 -24 27 -3 -23 -25 29 -14
right_child=1 21 -4 19 5 18 8 -9 9 12 -12 -13 28 -15 16 -17 -18 -19 -20 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.652526452973619 -8251.8431352459011 9230.7035070696456 -56846.055163043486 -13040.232637902463 67327.877304687499 -2865.6519334362401 -30406.815544181034 51402.589425223217 -35658.33356119792 36589.808412388396 -63087.213476562501 -49523.917753208712 -26733.886480034726 35530.110585937502 -11069.269389816811 59294.604745370372 -60653.934736689822 13219.207940899883 43508.696640625007 3069.1471752929688 -71277.169335937506 9420.0924473649375 -37936.703083857785 6798.0842739762929 -37296.426153094952 59166.739145507818 52687.185875000003 46901.924687500003 11023.876561496683 -647.32449035644538
leaf_weight=4072619 61 117 23 33 20 31 58 28 30 28 20 35 63 20 29 27 27 27 20 20 24 59 54 29 26 20 25 30 73 128
leaf_count=4072619 61 117 23 33 20 31 58 28 30 28 20 35 63 20 29 27 27 27 20 20 24 59 54 29 26 20 25 30 73 128
internal_value=0 -2242.61 -6520.85 -5077.61 -2748.48 29970.4 -6300.52 10515.8 -8949.47 -6494.79 -15604.8 -10734.8 212.895 -2249.62 -7646.73 10572.9 -34976.2 -12505.8 15320.4 -27007.8 -37561 7561.68 3076.96 -10173.3 7464.65 16520.6 22297.2 27189.9 -3645.26 -9251.79
internal_weight=0 1185 825 802 725 71 654 89 565 507 215 195 292 160 140 84 56 57 51 77 57 360 276 139 85 137 84 59 264 191
internal_count=4073804 1185 825 802 725 71 654 89 565 507 215 195 292 160 140 84 56 57 51 77 57 360 276 139 85 137 84 59 264 191
is_linear=0
shrinkage=0.1


Tree=3476
num_leaves=31
num_cat=0
split_feature=4 6 0 3 3 1 3 6 0 1 7 6 6 6 3 3 3 3 1 3 6 3 6 6 3 6 6 3 6 3
split_gain=4.82879e+11 4.09745e+12 5.26367e+12 3.14976e+12 5.13438e+12 8.82784e+12 3.84313e+12 3.04049e+12 5.60638e+12 3.32095e+12 7.33751e+12 4.47024e+12 4.24236e+12 2.30403e+12 3.04385e+12 4.09754e+12 3.8421e+12 6.91901e+12 6.2079e+12 1.0103e+13 8.34605e+12 3.44872e+12 2.16675e+12 6.28615e+12 2.92941e+12 2.15352e+12 7.60587e+12 4.63172e+12 8.42372e+12 5.66008e+12
threshold=38.500000000000007 71.030000000000015 55.858844800000007 6.5000000000000009 4.5000000000000009 37.563506350000004 7.5000000000000009 37.995000000000012 55.749683450000006 37.586700500000006 6.0000000000000009 51.805000000000007 42.875000000000007 87.015000000000015 4.5000000000000009 7.5000000000000009 19.500000000000004 16.500000000000004 37.618684050000006 26.500000000000004 78.605000000000004 34.500000000000007 68.00500000000001 65.410000000000011 16.500000000000004 59.505000000000003 66.010000000000005 16.500000000000004 40.490000000000002 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 -5 8 -8 10 -9 12 -12 14 -3 -16 17 -17 20 -20 -18 -21 23 -13 -24 27 -27 28 -11 -29
right_child=1 13 -4 6 -6 -7 7 9 -10 25 11 22 -14 -15 15 16 18 -19 19 21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.58727479017227069 -28710.043474786933 -19485.826754445046 -51613.443294270837 29841.92052298881 -39963.292114257812 42356.21179956897 -8365.7217578125001 50551.210336848671 48292.039642137097 -8126.4460227272721 18063.1134375 4062.7825102707438 -28502.075033637157 -18126.67140625 50053.535614224144 12878.361491255328 16345.836500726746 -55805.724396306825 -57287.480102539062 44181.42487792969 92072.993767755688 -5965.2594731648769 13575.301247558595 64766.863242187508 -40548.706025390624 52697.202083333337 -15808.936341191684 20549.948875868056 -83442.715285011582 -21720.299731673484
leaf_weight=4072619 44 29 24 37 60 29 40 28 31 33 25 116 90 30 29 44 43 22 22 32 22 24 20 20 20 21 71 45 27 107
leaf_count=4072619 44 29 24 37 60 29 40 28 31 33 25 116 90 30 29 44 43 22 22 32 22 24 20 20 20 21 71 45 27 107
internal_value=0 -2018.35 -5419.06 -4135.88 -18291 -478.243 -1560.45 -3234.64 16372.2 -5469.13 1658.23 -3046.24 -18379.2 8149.42 11101.8 14828.8 9941.21 -10016.3 19152.4 132.241 41976.6 22690 6972.45 12989.9 -13486.7 -12948.2 -171.666 -18492.7 -42018.8 -9206.08
internal_weight=0 1185 888 864 133 73 731 694 71 623 319 291 115 297 267 238 209 66 143 78 65 56 176 136 40 304 92 212 60 152
internal_count=4073804 1185 888 864 133 73 731 694 71 623 319 291 115 297 267 238 209 66 143 78 65 56 176 136 40 304 92 212 60 152
is_linear=0
shrinkage=0.1


Tree=3477
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 4 0 4 6 6 5 2 0 0 6 5 4 6 7 6 0 4 6 4 6 4 6 6 6
split_gain=4.80629e+11 6.46576e+12 2.13434e+13 5.41691e+13 5.45748e+13 4.49668e+13 3.68058e+13 3.61431e+13 7.78665e+13 5.32064e+13 3.90044e+13 4.42866e+13 3.55608e+13 5.71942e+13 1.13266e+14 4.59757e+13 3.41352e+13 4.57379e+13 7.29298e+13 6.03723e+13 7.7032e+13 3.3445e+13 3.116e+13 3.84494e+13 5.75436e+13 4.50013e+13 4.00491e+13 3.2258e+13 3.12065e+13 8.55011e+13
threshold=37.343102500000008 37.401708450000008 55.910578700000009 55.883833400000007 13.500000000000002 55.866549750000011 15.500000000000002 55.897267000000006 10.500000000000002 61.805000000000007 70.50500000000001 1.5000000000000002 75.000000000000014 55.667390500000003 55.685785750000008 44.410000000000004 3.5000000000000004 20.500000000000004 87.395000000000024 6.0000000000000009 65.805000000000021 56.041614100000011 20.500000000000004 104.01000000000001 15.500000000000002 112.00500000000001 12.500000000000002 130.05000000000004 97.020000000000024 94.02500000000002
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 5 7 12 -7 10 9 -9 11 -5 -2 -14 15 -15 17 19 -19 20 -6 -4 23 28 25 26 -25 -27 29 -16
right_child=1 -3 21 4 16 6 -8 8 -10 -11 -12 -13 13 14 22 -17 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-83.129720781956365 -1782.9378061571986 1.2353933329247244 -33866.136738725145 70026.755163788373 -46050.515235889055 50432.263538804953 -14368.317156481484 -152449.91072916667 127132.29437816724 27869.287925889759 38350.265908717112 204446.99672056688 -950.09840389657279 -6158.589873798077 20251.781096125356 145193.55499822446 -45579.451475805166 20003.701049073181 163604.7116501267 -179528.05926672893 107177.22009055398 9979.429568870597 4246.6498226605181 -51873.800416666665 71994.012280868905 70081.435883620681 -221441.41814903845 -73484.215418198539 72168.74857826576 -121820.05927507268
leaf_weight=594077 12437 3448569 418 57 129 91 2382 30 37 36 95 43 6904 26 2846 88 98 801 37 23 44 298 3924 30 41 29 26 34 111 43
leaf_count=594077 12437 3448569 418 57 129 91 2382 30 37 36 95 43 6904 26 2846 88 98 801 37 23 44 298 3924 30 41 29 26 34 111 43
internal_value=0 14.1923 1448.27 1849.66 20849.9 913.136 -11983.8 58925.2 11006.7 -54094 84236 127827 2114.92 5552.57 11789.6 110675 10826.6 16172.6 26344.1 -27315.6 -7079.3 -15617.6 10198.3 17588.9 -30175.2 -65376.4 -130602 -7398.44 20136.3 18137.2
internal_weight=0 3.47973e+06 31158 30442 1430 29012 2473 298 103 66 195 100 26539 14102 7198 114 1132 1034 838 196 173 716 7084 3160 160 119 56 63 3000 2889
internal_count=4073804 3479727 31158 30442 1430 29012 2473 298 103 66 195 100 26539 14102 7198 114 1132 1034 838 196 173 716 7084 3160 160 119 56 63 3000 2889
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=31
num_cat=0
split_feature=1 4 3 7 1 1 0 0 0 1 6 6 0 4 0 6 6 0 1 1 1 6 0 0 0 6 0 0 0 3
split_gain=4.69753e+11 7.30051e+12 1.47905e+13 2.92109e+13 3.1607e+13 5.24085e+13 4.69629e+13 1.56778e+14 2.40443e+13 2.13657e+13 2.8745e+13 2.10507e+13 2.07177e+13 5.10861e+13 8.25813e+13 2.99959e+13 2.38375e+13 1.99255e+13 1.01564e+14 3.51375e+13 4.2059e+13 2.83456e+13 2.56428e+13 2.08039e+13 1.98313e+13 1.9634e+13 3.02664e+13 2.36487e+13 6.07326e+13 2.73262e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 6.0000000000000009 37.600779750000008 37.46219940000001 55.568628050000008 55.768246800000007 55.685785750000008 37.290808600000013 63.855000000000011 41.990000000000002 59.982409200000006 10.500000000000002 59.990753350000013 34.605000000000011 42.875000000000007 59.990753350000013 30.323041000000003 30.345769800000003 30.330566300000005 52.015000000000008 60.01610465000001 60.05226170000001 44.739668300000005 74.015000000000015 59.91832440000001 59.882709350000006 59.864072000000007 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 24 5 9 -7 8 -8 12 -11 -10 15 14 -14 -5 -16 18 21 20 23 -15 -21 -19 -4 27 -27 28 -17 -29
right_child=-2 -3 3 4 -6 6 7 -9 11 10 -12 -13 13 17 16 25 -18 19 -20 22 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-101.45539901839423 -20.063490489432017 310.8523034241943 -31471.191241131572 26450.54638782132 18634.316422903379 -1236.457878321173 -114846.36114501953 -4125.6611396416083 -151766.69375000001 8493.9687381717067 62478.53585422723 -289409.95000000001 259972.08214285714 -15128.056408873603 -24874.75455537684 -5376.0020572997582 110632.45528273811 31333.28076989478 151169.50964265046 -102883.16962594698 166497.13328857423 -106774.95695082721 -7837.1863305303268 -6717.9137086123519 -4744.5513742050507 -4006.605404933081 48098.880850162153 -29703.950919586794 94772.167367311515 3291.4781361097703
leaf_weight=485336 3019657 547034 283 310 1046 227 32 143 20 419 129 25 21 67 34 1559 21 455 27 33 20 68 203 210 14623 373 159 851 63 356
leaf_count=485336 3019657 547034 283 310 1046 227 32 143 20 419 129 25 21 67 34 1559 21 455 27 33 20 68 203 210 14623 373 159 851 63 356
internal_value=0 57.4729 -215.853 -2765.39 2629.01 -245.07 -33146.1 -66071.1 -181113 2489.55 21202 -228235 366.475 12022.4 91275.7 -3313.51 26864.4 6460.78 -25880.9 12149.5 23614.3 -61290.9 -21127.5 19317.1 -5251.97 -6058.79 11566.3 -9373.22 -1486.15 -19972.1
internal_weight=0 1.05415e+06 507113 21777 6871 5825 447 220 77 5378 548 45 4830 1159 76 3671 55 1083 162 921 685 135 236 665 14906 3361 532 2829 1622 1207
internal_count=4073804 1054147 507113 21777 6871 5825 447 220 77 5378 548 45 4830 1159 76 3671 55 1083 162 921 685 135 236 665 14906 3361 532 2829 1622 1207
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=31
num_cat=0
split_feature=3 0 4 0 1 1 6 4 4 6 1 1 6 6 4 6 1 0 1 1 4 0 0 0 6 0 1 6 6 5
split_gain=4.96055e+11 4.55983e+12 2.24743e+13 2.99206e+13 5.89452e+13 6.93279e+13 6.76971e+13 7.13309e+13 3.26734e+13 5.53189e+13 3.24048e+13 3.02928e+13 6.68128e+13 6.48077e+13 2.82407e+13 2.44555e+13 2.39763e+13 1.93164e+13 2.05595e+13 2.6198e+13 3.43029e+13 3.29222e+13 2.99948e+13 3.7034e+13 4.75707e+13 2.6999e+13 3.59934e+13 3.18019e+13 3.35033e+13 6.15988e+13
threshold=4.5000000000000009 45.053967500000006 13.500000000000002 45.040161900000008 40.965343750000009 41.966773150000002 91.02500000000002 8.5000000000000018 5.5000000000000009 88.825000000000003 38.999037500000007 38.97264950000001 75.010000000000005 85.020000000000024 7.5000000000000009 120.05000000000001 38.989878900000008 45.109778000000006 39.018051150000005 38.965413050000002 6.5000000000000009 45.097384400000003 45.097384400000003 45.063245050000006 73.41500000000002 45.063245050000006 39.008519500000006 63.005000000000003 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 -1 8 6 -6 -8 10 14 11 -5 -13 -14 16 -7 -10 18 19 20 -3 25 23 -22 -25 26 27 -21 -29 -30
right_child=-2 17 -4 4 5 15 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-464.75008016187695 -32.953038591334192 -4762.485238663352 2754.2156795712426 -8725.1764345857919 34138.267113263573 4870.7655616051006 62132.592473493307 309399.23781249998 -66255.861393745872 -90517.120278695918 -17098.777441846079 3749.4857262092723 183111.82370426832 26754.011606770837 -12004.095974770589 -60902.672894597461 -5303.831021803253 21.451623787187742 -742.25812749395027 8255.9362096060941 -4194.7596942046739 13689.954455832984 -19167.608381377071 7464.3662389719429 37585.759115126777 1817.3295637165204 -1656.3007750205336 30784.257414662774 57995.765482954543 -181445.79657738097
leaf_weight=163084 2153416 8210 19950 2193 221 1350 28 20 189 104 1693 1824 41 75 2105 59 98 1660667 22035 2153 2307 3629 498 4205 599 19922 1793 1293 22 21
leaf_count=163084 2153416 8210 19950 2193 221 1350 28 20 189 104 1693 1824 41 75 2105 59 98 1660667 22035 2153 2307 3629 498 4205 599 19922 1793 1293 22 21
internal_value=0 36.9517 -423.998 -790.325 -6099.94 10997.9 57517.7 165160 -9547.45 -19120.4 -5446.16 -672.905 8429.48 82018.4 -16016.2 2116.59 -45443 88.4634 1757.22 2990.67 -279.49 4784.81 4557.6 6219.13 11220.1 3502.61 9858.93 15776.6 27896.4 -58940.8
internal_weight=0 1.92039e+06 193034 173084 10000 1678 269 48 8322 2496 5826 4133 1940 116 2392 1409 287 1.72735e+06 66687 44652 15819 28833 7609 7111 4804 25204 5282 3489 1336 43
internal_count=4073804 1920388 193034 173084 10000 1678 269 48 8322 2496 5826 4133 1940 116 2392 1409 287 1727354 66687 44652 15819 28833 7609 7111 4804 25204 5282 3489 1336 43
is_linear=0
shrinkage=0.1


Tree=3480
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 1 0 6 1 1 1 5 6 0 7 1 6 5 0 1 1 3 3 7 6 6 1 6 3
split_gain=6.0462e+11 1.0753e+13 3.25734e+13 2.63291e+13 6.73275e+13 5.5633e+13 1.92268e+14 9.60663e+13 6.67431e+13 7.31889e+13 8.14626e+13 6.15232e+13 5.0646e+13 1.34447e+14 4.97327e+13 5.73107e+13 6.32321e+13 4.85883e+13 1.30042e+14 4.49942e+13 5.01161e+13 6.6652e+13 7.18309e+13 5.00782e+13 4.43059e+13 4.09351e+13 4.01221e+13 3.93776e+13 3.84457e+13 3.28802e+13
threshold=13.500000000000002 14.500000000000002 30.277905650000005 55.753967500000009 55.81943720000001 55.728148450000006 37.804148700000006 55.749683450000006 79.015000000000015 37.682335600000009 37.563506350000004 37.131181300000009 1.5000000000000002 38.605000000000011 55.897267000000006 6.0000000000000009 37.957884500000006 59.815000000000005 2.5000000000000004 55.702806750000008 37.503969450000007 37.631035900000008 9.5000000000000018 4.5000000000000009 6.0000000000000009 49.485000000000007 168.45000000000002 37.740454950000007 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=-1 2 -2 5 29 19 7 11 9 10 24 -7 13 -12 15 25 -17 -14 -19 -4 -21 22 23 -22 -9 -6 -16 28 -13 -5
right_child=1 -3 3 4 14 6 -8 8 -10 -11 12 27 17 -15 26 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=26.699327498044042 8573.126351223802 29.305835307558063 55.518923449003957 -10955.723339841004 -7477.3936621971679 -30719.289357212612 -6373.3126119143162 173493.47088068182 170244.26087500001 189448.73093750002 -96660.670557441088 68858.356666329521 -144121.41765950521 127058.44348958333 -2703.2201120817149 49986.826178352203 -4291.6013108473553 163910.3470880682 -169445.92250000002 -51507.996294538549 116952.86624348958 -13663.008186943771 167818.65496002906 -64125.230989583339 23337.032109799591 12296.319384164908 -102905.22279296875 14144.651469607472 124732.35448499178 -40815.026542845138
leaf_weight=2752001 3431 1214233 47512 5557 2037 56 1877 22 25 20 61 350 72 48 40509 588 338 22 25 321 24 1545 43 42 184 2154 40 82 190 395
leaf_count=2752001 3431 1214233 47512 5557 2037 56 1877 22 25 20 61 350 72 48 40509 588 338 22 25 321 24 1545 43 42 184 2154 40 82 190 395
internal_value=0 -55.5881 -1013.86 -1329.71 -2933.61 246.611 13390.9 45454.4 11172.4 2412.97 -6206.19 69674.3 -47387.5 1857.84 -1629.76 7660.06 30174.6 -92494.6 -13406.8 -559.254 -15348.7 -8331.04 67246 1721.35 39373.2 2685.47 -2802.07 78712.9 88517.7 -12937.3
internal_weight=0 1.3218e+06 107570 104139 51618 52521 3034 1157 479 454 434 678 228 109 45666 5117 926 119 47 49487 1975 1654 109 66 206 4191 40549 622 540 5952
internal_count=4073804 1321803 107570 104139 51618 52521 3034 1157 479 454 434 678 228 109 45666 5117 926 119 47 49487 1975 1654 109 66 206 4191 40549 622 540 5952
is_linear=0
shrinkage=0.1


Tree=3481
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 0 4 0 4 7 0 4 0 6 3 5 6 0 6 6 0 3 5 6 6 7 4 6 6
split_gain=5.41693e+11 5.58774e+12 2.32613e+13 3.0933e+13 2.9174e+13 3.39737e+13 2.89961e+13 5.25081e+13 4.31862e+13 3.50819e+13 1.28854e+14 3.72389e+13 3.4286e+13 5.44354e+13 1.09993e+14 6.50943e+13 6.32602e+13 4.56046e+13 4.34605e+13 3.39782e+13 3.35516e+13 3.01383e+13 3.3976e+13 2.98374e+13 2.95958e+13 7.11392e+13 2.88663e+13 2.86488e+13 2.7088e+13 2.5991e+13
threshold=30.242318500000007 30.260128500000004 24.500000000000004 59.848366150000011 102.04000000000001 51.405000000000008 59.950512650000007 13.500000000000002 59.91832440000001 23.500000000000004 6.0000000000000009 60.028671700000011 9.5000000000000018 59.939085000000013 80.030000000000015 9.5000000000000018 2.5000000000000004 80.720000000000013 59.939085000000013 65.805000000000021 72.020000000000024 60.028671700000011 8.5000000000000018 2.5000000000000004 64.805000000000021 59.505000000000003 6.0000000000000009 6.5000000000000009 45.995000000000012 35.995000000000012
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 -2 7 8 19 -8 11 28 18 15 16 17 20 -14 -10 -5 -15 22 -12 -21 25 29 27 -20 -11 -24
right_child=1 -3 -4 6 -6 -7 9 -9 12 10 21 -13 13 14 -16 -17 -18 -19 26 23 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-212.17628187095889 -940.53675838587026 -1.5199440733199236 -5630.1621655149884 3751.8771477184996 109761.92859375 -33723.774507933027 -994.59647368390642 50309.377613275705 24050.131305330662 -7549.7258498877818 14296.152818561422 -2062.3504413419155 -18222.042282770512 87282.836296518421 -27049.864301667392 148009.81964192711 225883.87464717744 99298.383889358112 -43781.756564778654 -105213.15589622641 -26566.660385237072 13386.192767647308 -5211.4112122616534 -20867.721249708491 92134.410544642858 -87280.645250822374 -65504.432701256796 42246.918798828126 -71015.019030315118 66768.518152766439
leaf_weight=116874 949 3940012 3359 764 20 474 6907 352 413 114 261 740 307 241 108 30 31 37 75 53 29 487 59 201 175 38 115 80 164 335
leaf_count=116874 949 3940012 3359 764 20 474 6907 352 413 114 261 740 307 241 108 30 31 37 75 53 29 487 59 201 175 38 115 80 164 335
internal_value=0 6.26696 1819.75 3665.33 -10174.9 -11860.6 5313.69 14163 9040.84 2609.3 13099 -13785.1 20028.5 34311.5 59525 6738.42 90588.5 -5581.76 3654.2 -6782.2 75054.6 33296.8 44467.9 -38467.4 57441.2 43387.3 -27544 620.14 -44989.7 55989.8
internal_weight=0 3.95693e+06 16918 13559 1443 1423 12116 2836 2484 9280 2373 1018 1466 783 409 374 301 344 683 1018 270 1355 868 254 607 432 270 155 278 394
internal_count=4073804 3956930 16918 13559 1443 1423 12116 2836 2484 9280 2373 1018 1466 783 409 374 301 344 683 1018 270 1355 868 254 607 432 270 155 278 394
is_linear=0
shrinkage=0.1


Tree=3482
num_leaves=31
num_cat=0
split_feature=6 4 4 1 2 6 1 4 4 1 1 6 4 0 1 0 6 5 0 3 6 6 3 0 0 3 6 5 1 1
split_gain=5.33322e+11 4.10349e+12 9.12931e+12 2.33013e+13 4.96105e+13 5.26445e+13 7.46511e+13 4.16766e+13 2.61459e+13 2.57416e+13 4.9663e+13 3.96553e+13 2.40228e+13 1.97423e+13 1.51168e+14 3.59855e+13 4.94157e+13 3.17025e+13 2.18994e+13 2.70668e+13 7.34806e+13 2.94808e+13 3.26677e+13 1.89024e+13 2.69523e+13 2.65264e+13 2.72627e+13 4.05446e+13 2.65263e+13 2.11328e+13
threshold=59.815000000000005 27.500000000000004 31.500000000000004 37.618684050000006 75.000000000000014 78.605000000000004 37.682335600000009 30.500000000000004 30.500000000000004 37.631035900000008 37.71815560000001 67.91500000000002 28.500000000000004 55.858844800000007 37.475446350000006 55.850146250000009 112.00500000000001 2.5000000000000004 55.82518790000001 5.5000000000000009 75.605000000000004 66.990000000000023 19.500000000000004 55.79439725000001 55.768246800000007 5.5000000000000009 75.605000000000004 2.5000000000000004 37.543519500000009 37.442254400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 11 -11 -5 -8 15 -15 18 17 -17 23 20 -20 -21 -23 24 25 26 29 -28 -25 -3
right_child=1 2 -4 4 8 6 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 21 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=24.478708259764595 -72.336190865481157 59837.723220486114 -92.720724773725948 20763.06739430147 -3931.509236824113 -154011.58661458336 56089.255238381418 101002.01010520243 27939.673948830554 -7645.509531495898 64894.758582124254 162539.72752659576 -36313.001366522767 2396.0107118514911 255232.56099999999 -227935.69886363638 28564.217939814815 -56160.620200892852 161068.06491815476 -81260.583409926476 -41906.848361895165 -12115.129381681743 103525.52808159724 -56159.897040473094 78340.519605777139 371.51732676933557 -201804.32843750002 -44858.656503066195 61736.32442294035 -31262.641675646551
leaf_weight=2794666 1265118 36 9568 34 1283 30 39 44 322 139 294 47 101 437 25 22 27 21 42 34 31 76 36 144 38 928 20 93 22 87
leaf_count=2794666 1265118 36 9568 34 1283 30 39 44 322 139 294 47 101 437 25 22 27 21 42 34 31 76 36 144 38 928 20 93 22 87
internal_value=0 -53.4812 1647.93 5388.85 12283.6 33935.8 -7740.15 16108.5 2462.58 51287.2 41608.2 103029 -10572.4 -2202.24 16077.6 -7298.99 -77467.5 -144046 -4203.97 25155.5 74873.2 296.639 25055.1 -8904.06 -4535.71 -7241.29 -37176.4 -72636.7 -40535.1 -4599.12
internal_weight=0 1.27914e+06 14020 4452 2333 728 214 184 1605 514 433 81 140 2119 462 1657 70 43 1587 219 73 146 112 1368 1202 1164 236 113 166 123
internal_count=4073804 1279138 14020 4452 2333 728 214 184 1605 514 433 81 140 2119 462 1657 70 43 1587 219 73 146 112 1368 1202 1164 236 113 166 123
is_linear=0
shrinkage=0.1


Tree=3483
num_leaves=31
num_cat=0
split_feature=4 4 6 6 1 6 1 3 1 0 6 6 0 0 0 0 0 6 6 5 3 1 1 6 3 0 1 0 3 1
split_gain=5.63099e+11 5.70325e+12 2.81891e+13 2.83973e+13 3.31345e+13 3.30559e+13 3.20952e+13 4.19038e+13 3.60101e+13 5.29373e+13 3.46536e+13 5.13647e+13 3.71499e+13 2.98711e+13 2.84056e+13 8.90713e+13 6.6017e+13 6.66012e+13 4.92399e+13 4.81193e+13 3.53383e+13 2.80105e+13 5.21487e+13 2.77789e+13 2.62495e+13 2.6149e+13 2.51569e+13 2.50503e+13 4.68893e+13 2.42523e+13
threshold=21.500000000000004 22.500000000000004 84.00500000000001 69.015000000000015 37.401708450000008 83.820000000000007 37.425454150000007 10.500000000000002 37.442254400000003 55.81943720000001 75.605000000000004 79.710000000000022 55.728148450000006 45.015054600000006 55.850146250000009 55.858844800000007 55.806294650000005 79.015000000000015 74.615000000000009 2.5000000000000004 21.500000000000004 37.768783500000005 49.030112300000006 79.015000000000015 14.500000000000002 55.79439725000001 39.735861600000007 55.806294650000005 5.5000000000000009 39.105193450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 7 10 9 -8 -6 12 -12 -10 16 18 25 21 -16 20 -17 -18 -23 -9 27 -15 29 28 -5 -4
right_child=1 -3 26 4 6 -7 8 23 13 -11 11 -13 -14 14 15 19 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=12.315051278387262 -762.1745242168796 44.237723009624723 6783.5206425829911 -118700.44076704547 -25501.578515625002 -91307.933240816885 33126.280546875001 18750.938853346459 -34718.500115945826 -135542.87407525509 197425.01273271278 -14199.360965401787 44508.74427897136 -327.67679730636547 -110556.0671045843 -35026.118888689911 103603.86253390842 -17785.804715497779 -32412.601698479808 15601.590894226914 74407.120019531256 -26148.740591195914 160563.0189499628 -78704.484046052632 -3137.76845071159 -99129.941576244222 -5021.9846028165075 -13201.320527240594 -29164.539164858568 35336.407118124014
leaf_weight=3671018 43496 343403 4830 66 28 57 30 127 291 49 47 28 24 3393 106 379 144 109 337 799 32 52 21 38 1186 27 1862 994 514 317
leaf_count=3671018 43496 343403 4830 66 28 57 30 127 291 49 47 28 24 3393 106 379 144 109 337 799 32 52 21 38 1186 27 1862 994 514 317
internal_value=0 -112.24 -1017.13 -1814.17 -6968.2 -15929.3 -2803.31 29541.6 -4440.46 -71491.3 72720.9 100501 145735 -3509.52 -1827.4 -12746.6 2990.94 45988.9 -51110.6 1299.01 -26505.8 78023.2 27562.9 -3693.34 -14372.6 -1107.69 4938.67 -22837.9 -39353.1 8542.07
internal_weight=0 402786 59383 52374 8878 2817 6061 292 5769 79 127 99 71 5690 5399 1653 3746 326 443 1210 411 217 73 165 2760 3420 7009 1574 580 5147
internal_count=4073804 402786 59383 52374 8878 2817 6061 292 5769 79 127 99 71 5690 5399 1653 3746 326 443 1210 411 217 73 165 2760 3420 7009 1574 580 5147
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=31
num_cat=0
split_feature=6 1 1 3 1 4 0 6 6 7 3 4 4 6 3 6 4 6 0 3 0 0 3 3 0 0 6 1 6 4
split_gain=5.31671e+11 3.1855e+12 6.20541e+12 1.85954e+13 1.66026e+13 4.1966e+13 4.07101e+13 5.40075e+13 5.24992e+13 4.17288e+13 2.07266e+13 2.6973e+13 2.59376e+13 3.33923e+13 3.95899e+13 5.12134e+13 2.46717e+13 3.14482e+13 2.99295e+13 2.40712e+13 2.28482e+13 4.79366e+13 3.51712e+13 6.35951e+13 3.977e+13 3.74493e+13 3.41678e+13 2.61184e+13 2.2604e+13 2.12175e+13
threshold=87.395000000000024 83.117716000000016 82.948524700000021 1.5000000000000002 82.92647190000001 12.500000000000002 55.014210500000011 96.050000000000011 92.02500000000002 6.0000000000000009 3.5000000000000004 15.500000000000002 17.500000000000004 116.05000000000001 12.500000000000002 156.15000000000003 16.500000000000004 108.05000000000001 55.017684700000011 5.5000000000000009 55.050541250000002 55.046782850000007 5.5000000000000009 7.5000000000000009 55.02095400000001 55.026775150000006 98.020000000000024 82.941727000000014 118.04500000000002 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 4 -4 -2 6 7 8 -6 -9 16 28 13 20 19 -16 17 -7 -19 -15 21 22 -13 27 29 -26 -27 -24 -12 -25
right_child=1 -3 3 -5 5 10 -8 9 -10 -11 11 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=9.0567994953958628 -251.67484025223428 1501.0863421471486 13425.481559091246 -3522.8822658043509 54907.140305397734 -31855.772441406254 13633.810708505434 -1093.7315866869549 275956.5992559524 153243.02602317117 -35760.888095043709 -40985.441798530199 1449.4041731789102 19948.326250000002 105786.90038060897 -91033.588125000009 -31456.114521383439 -10285.000694444445 128994.34716796875 -110236.39823022961 -22461.803886045262 120063.63367745536 158207.01997159093 19927.201935096156 -102240.10781250001 -58155.820078461751 91708.921240234384 34934.326101562496 8765.4518353949661 108678.19662024456
leaf_weight=3832905 212326 11221 689 10713 22 60 1516 86 21 22 311 59 2673 20 39 20 387 27 36 49 58 70 55 65 42 29 32 25 180 46
leaf_count=3832905 212326 11221 689 10713 22 60 1516 86 21 22 311 59 2673 20 39 20 387 27 36 49 58 70 55 65 42 29 32 25 180 46
internal_value=0 -144.101 -224.477 -2498.73 -105.678 5104.21 18565.8 68081.7 162862 30345.2 -135.218 2422.38 5692.71 24317.3 -21075 39068.1 -19056.4 19957.4 69303.2 -72501.7 36396.7 44467.2 29476.3 43616.6 15180.1 -29572 20461.7 119684 -19437.6 56706.9
internal_weight=0 240899 229678 11402 218276 5950 1667 151 43 108 4283 3773 3282 609 128 59 510 123 63 69 481 423 353 294 214 103 61 80 491 111
internal_count=4073804 240899 229678 11402 218276 5950 1667 151 43 108 4283 3773 3282 609 128 59 510 123 63 69 481 423 353 294 214 103 61 80 491 111
is_linear=0
shrinkage=0.1


Tree=3485
num_leaves=31
num_cat=0
split_feature=5 1 6 6 1 1 1 1 0 6 6 1 3 1 4 4 1 0 4 3 1 1 3 6 1 4 0 4 0 4
split_gain=5.5349e+11 5.06943e+12 1.18639e+13 3.29286e+13 4.42777e+13 1.06818e+13 2.27499e+13 1.70939e+13 1.42171e+13 1.32551e+13 1.29223e+13 4.46684e+13 3.70086e+13 3.7001e+13 2.25758e+13 2.16459e+13 1.7864e+13 1.72838e+13 1.9657e+13 3.51649e+13 1.89629e+13 1.63733e+13 1.62005e+13 1.2105e+13 1.24711e+13 1.22047e+13 1.20589e+13 1.20002e+13 1.18363e+13 2.3315e+13
threshold=4.5000000000000009 45.126607350000008 15.450000000000001 30.985000000000003 61.335446300000008 39.723160900000003 39.749243900000003 38.989878900000008 57.634352600000007 77.565000000000012 156.15000000000003 39.689978950000004 7.5000000000000009 39.596303450000001 3.5000000000000004 14.500000000000002 39.01296365000001 45.015054600000006 8.5000000000000018 3.5000000000000004 39.105193450000009 39.135518400000002 5.5000000000000009 122.65000000000002 39.908802000000009 3.5000000000000004 47.245981600000007 5.5000000000000009 44.249882500000005 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 5 -3 4 -4 7 27 -2 28 -9 13 12 14 17 -12 26 -14 20 19 -19 -11 -16 -13 -10 -25 -26 -15 -7 29 -8
right_child=1 2 3 -5 -6 6 8 9 23 10 11 22 16 15 21 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.194512836279026 -1435.0914478266395 -52366.9267177484 189111.46768465909 2389.3493794004885 -16473.16 -11786.376156325568 8683.0555144468635 -24807.464674322291 -10841.80951349432 179290.96635044646 39665.932765625003 104503.71271524235 85151.138730468752 -23820.324887457129 -47593.707325098541 88340.378787364141 1810.5336581829897 29699.068080112393 16916.339112472535 158197.76590073531 43234.255859375 -138683.19493815105 16150.213237847223 114196.29499733665 -25525.413904747598 64924.356436941962 55025.162500000006 -80793.37272445437 -14683.455837769103 -92222.018286132821
leaf_weight=4059415 5035 39 22 6629 20 42 499 83 55 21 25 49 35 164 111 23 97 57 128 34 20 24 36 22 26 35 22 63 949 24
leaf_count=4059415 5035 39 22 6629 20 42 499 83 55 21 25 49 35 164 111 23 97 57 128 34 20 24 36 22 26 35 22 63 949 24
internal_value=0 619.115 2627.08 2948.58 91214 -1135.46 -8090.6 864.546 -5149.3 13328.1 17069.6 3284.75 -15286.8 28150.3 -47622.8 -3177.76 23908.4 53333.3 42177.5 77709.6 112922 -63787.4 67083.4 25541.4 49650.7 26372 -14494.5 -53190.6 -8026.55 4052.61
internal_weight=0 14389 6710 6671 42 7679 1715 5964 1610 929 846 377 292 469 160 209 132 260 219 91 41 135 85 138 83 61 186 105 1472 523
internal_count=4073804 14389 6710 6671 42 7679 1715 5964 1610 929 846 377 292 469 160 209 132 260 219 91 41 135 85 138 83 61 186 105 1472 523
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=31
num_cat=0
split_feature=0 1 0 4 4 6 0 6 0 6 0 1 6 1 7 0 4 5 3 5 6 4 4 6 4 4 5 6 7 6
split_gain=4.84714e+11 5.59667e+12 2.58974e+13 2.76852e+13 3.1937e+13 3.56051e+13 3.31057e+13 3.25134e+13 2.77084e+13 3.52535e+13 2.90184e+13 3.73256e+13 5.03461e+13 2.44107e+13 7.31297e+13 1.22685e+14 8.95698e+13 4.91686e+13 2.00748e+13 1.85363e+13 1.82212e+13 1.79224e+13 2.49235e+13 6.77341e+13 3.17868e+13 2.03269e+13 1.73786e+13 1.70014e+13 1.63665e+13 1.61971e+13
threshold=59.963561900000009 30.157841000000001 60.05226170000001 16.500000000000004 5.5000000000000009 76.605000000000004 60.002985000000002 44.820000000000007 60.01610465000001 86.920000000000016 60.002985000000002 30.084656550000002 54.710000000000008 30.205407000000005 6.0000000000000009 60.002985000000002 10.500000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 120.05000000000001 13.500000000000002 12.500000000000002 63.415000000000006 9.5000000000000018 17.500000000000004 2.5000000000000004 59.505000000000003 6.0000000000000009 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 3 4 8 6 7 -6 10 28 11 -2 -13 14 20 16 -16 19 29 -18 -3 22 24 -24 -17 -23 -8 -26 -10 -12
right_child=1 13 -4 -5 5 -7 26 -9 9 -11 18 12 -14 -15 15 21 17 -19 -20 -21 -22 25 23 -25 27 -27 -28 -29 -30 -31
leaf_value=7.9842254359585798 -21862.56474589726 17302.804761928652 1169.2863543466574 27637.549862339984 -33382.607421875 65202.07644412879 -23208.831973306864 -157291.95724826391 -13328.284853004283 -113362.63872302827 66496.898393110794 -1124.2492005813954 190921.08566406253 -194.29749932216973 67675.437479440792 -10539.695966641866 -50193.322139136908 -207237.7542857143 60249.641632850427 -113217.68626302083 -58625.604858398438 52389.367299153644 -2532.0008903206171 -201491.48139204548 35463.503919719828 -13192.982955446107 -84344.084125965048 155310.32037109375 -83201.870616319458 1485.2724220044686
leaf_weight=3866640 497 2567 4979 166 40 33 379 45 487 42 44 43 20 196546 38 126 105 35 103 84 32 150 77 22 29 69 53 20 36 297
leaf_count=3866640 497 2567 4979 166 40 33 379 45 487 42 44 43 20 196546 38 126 105 35 103 84 32 150 77 22 29 69 53 20 36 297
internal_value=0 -149.023 -2875.65 -11689.5 -14770.4 -35505.7 -41933.9 -98981.7 -7501.78 -25216.6 2467.22 -12670.7 59842.5 -49.942 8409.36 -18987.1 -74283.4 -98365.7 21560.1 -78204.2 16367.9 10399.5 -6646.46 -46745.2 16038 31726.4 -30709.2 84380.6 -18137.9 9873.87
internal_weight=0 207164 7264 2285 2119 550 517 85 1569 565 1004 560 63 199900 3354 755 262 224 444 189 2599 493 274 99 175 219 432 49 523 341
internal_count=4073804 207164 7264 2285 2119 550 517 85 1569 565 1004 560 63 199900 3354 755 262 224 444 189 2599 493 274 99 175 219 432 49 523 341
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=31
num_cat=0
split_feature=6 3 0 6 7 1 0 6 3 6 0 6 3 1 1 1 4 4 6 0 1 5 1 4 4 6 7 1 7 6
split_gain=4.80069e+11 4.45195e+12 1.68104e+13 1.87929e+13 1.7561e+13 1.61239e+13 1.88416e+13 1.52364e+13 2.26841e+13 1.46168e+13 2.20094e+13 4.69324e+13 1.9476e+13 4.8099e+13 3.33541e+13 4.23188e+13 5.3862e+13 1.98789e+13 3.34709e+13 1.92294e+13 3.09399e+13 3.56273e+13 4.68505e+13 4.49209e+13 3.66193e+13 2.71881e+13 4.76869e+13 2.80727e+13 2.65622e+13 2.44818e+13
threshold=88.00500000000001 10.500000000000002 54.980317700000008 89.00500000000001 6.0000000000000009 56.02161850000001 45.015054600000006 88.825000000000003 11.500000000000002 93.050000000000011 55.014210500000011 142.05000000000004 14.500000000000002 82.963919600000011 82.963919600000011 82.93515810000001 19.500000000000004 12.500000000000002 112.00500000000001 60.034792100000011 30.452677500000004 2.5000000000000004 30.323041000000003 14.500000000000002 16.500000000000004 92.02500000000002 6.0000000000000009 30.315889700000003 6.0000000000000009 92.02500000000002
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 4 5 6 -3 -6 -9 19 11 12 13 17 15 -14 -17 18 -11 20 21 23 25 -4 -25 27 -27 -23 29 -24
right_child=1 2 9 -5 7 -7 -8 8 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=8.3905507580201739 -366.61987300621701 -66599.195932617193 67658.109998139887 -1197.7892244451327 -20563.015240826186 -87280.042506377562 -9606.5227006812802 123984.6378125 7122.432978914223 -22655.176785714288 145.3155274942215 -61764.805279737913 41447.531385294598 152303.6535665761 1433.0161525974027 274310.66985973011 61710.364062500004 -10242.254812977881 158104.22560546876 -12154.479190639575 4247.7010404938692 15525.629800193286 115528.91020422149 -155021.53101851852 -22891.359025930855 10829.419940300708 165424.69350891115 -56888.245487950211 27671.14598265482 22846.135454358555
leaf_weight=3844148 181707 80 42 15960 158 49 211 20 98 21 21341 62 84 23 77 22 26 223 20 588 7740 578 114 27 94 53 32 59 109 38
leaf_count=3844148 181707 80 42 15960 158 49 211 20 98 21 21341 62 84 23 77 22 26 223 20 588 7740 578 114 27 94 53 32 59 109 38
internal_value=0 -140.447 716.655 -1859.29 -18998.2 -34210.7 -25274.6 -258.207 26929.6 2077.66 657.943 20263.6 30517.2 13607.3 53738 84249.2 159152 1523.87 65520.1 5359.32 6518.24 21853.3 29033.1 -21446.2 -52375 15907.1 69030 8818.54 65343.3 92358.2
internal_weight=0 229656 47949 16576 616 340 291 276 118 31373 21899 558 496 287 209 132 48 264 41 9474 8886 1146 983 163 121 722 85 637 261 152
internal_count=4073804 229656 47949 16576 616 340 291 276 118 31373 21899 558 496 287 209 132 48 264 41 9474 8886 1146 983 163 121 722 85 637 261 152
is_linear=0
shrinkage=0.1


Tree=3488
num_leaves=31
num_cat=0
split_feature=5 0 4 4 0 7 3 4 6 6 1 3 6 6 3 0 1 0 6 4 3 1 6 2 0 0 6 3 3 1
split_gain=5.16997e+11 4.65396e+12 2.07281e+13 1.80748e+13 1.74728e+13 1.66472e+13 1.96538e+13 3.2339e+13 2.18121e+13 1.59333e+13 2.33071e+13 3.34755e+13 2.66628e+13 1.92536e+13 1.57781e+13 2.38269e+13 1.986e+13 1.90827e+13 1.72816e+13 3.55509e+13 2.2611e+13 1.7425e+13 1.42873e+13 1.21626e+13 1.20612e+13 1.87673e+13 1.17907e+13 1.12849e+13 1.91389e+13 1.33402e+13
threshold=4.5000000000000009 59.950512650000007 17.500000000000004 12.500000000000002 59.91832440000001 6.0000000000000009 3.5000000000000004 4.5000000000000009 91.02500000000002 189.00000000000003 30.303340300000002 2.5000000000000004 105.00500000000001 125.02000000000002 4.5000000000000009 59.939085000000013 30.362494150000003 59.933037250000005 142.05000000000004 13.500000000000002 5.5000000000000009 30.345769800000003 71.030000000000015 2632.5000000000005 59.990753350000013 60.028671700000011 120.05000000000001 7.5000000000000009 5.5000000000000009 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 -8 -6 10 11 12 -10 -14 15 16 17 -9 19 21 -20 -16 -3 -24 -5 -26 -23 28 -25 -30
right_child=1 2 -4 24 5 -7 7 14 9 -11 -12 -13 13 -15 18 -17 -18 -19 20 -21 -22 26 23 27 25 -27 -28 -29 29 -31
leaf_value=-2.1209341454798909 52.895624528958287 69272.797250000003 54202.956957777496 -111103.35418750002 103837.86126893939 83742.649147727279 72306.964593750003 -20303.970039876305 -69933.982133152182 -48392.63818359375 40259.04390256734 -86622.299257812498 124404.78103125001 14046.237790697674 52618.408876439149 -108850.05933277028 -78113.788465073536 92165.956427556826 -2634.501930930398 -147075.55352539063 84509.601805555561 5628.6128831129809 55788.413665140084 -7546.2802657453985 37036.699864783659 -70586.197810683152 -76272.887402343753 45826.073064108459 -122053.09775000002 -28934.096311035159
leaf_weight=4059415 12526 25 53 25 33 33 50 48 23 32 297 40 25 43 38 37 34 22 88 20 45 39 29 584 26 43 32 34 25 40
leaf_count=4059415 12526 25 53 25 33 33 50 48 23 32 297 40 25 43 38 37 34 22 88 20 45 39 29 584 26 43 32 34 25 40
internal_value=0 598.357 -6431.03 -10298.2 1058.48 13924.6 11489.1 -3547.56 25305.8 19672 24760.9 -10376.1 23138.7 54619.2 -12958.8 -39930.9 -15411.6 15043.7 1556.75 -24521.1 26850.3 -2034.1 -5031.14 -7640.12 -51594 -30032.6 -31284.7 -10333.3 -13275.4 -64749.1
internal_weight=0 14389 884 831 13505 979 946 453 493 460 428 131 91 68 403 141 104 70 262 129 133 109 737 712 94 69 71 683 649 65
internal_count=4073804 14389 884 831 13505 979 946 453 493 460 428 131 91 68 403 141 104 70 262 129 133 109 737 712 94 69 71 683 649 65
is_linear=0
shrinkage=0.1


Tree=3489
num_leaves=31
num_cat=0
split_feature=6 0 0 5 4 1 0 4 0 5 3 4 3 3 0 0 1 4 0 4 4 0 0 5 2 4 4 1 1 0
split_gain=4.9096e+11 1.37885e+12 9.15575e+12 5.36215e+12 8.35047e+12 2.50479e+13 1.94732e+13 1.0721e+13 9.32783e+12 7.30548e+12 5.70495e+12 2.1783e+13 1.04475e+13 1.02849e+13 1.65441e+13 1.72486e+13 5.39598e+12 5.20842e+12 7.28296e+12 5.08028e+12 1.22503e+13 4.90624e+12 4.61306e+12 6.32159e+12 5.85834e+12 4.77787e+12 1.09507e+13 4.45278e+12 4.13278e+12 3.59235e+12
threshold=247.90000000000001 45.177967300000006 45.067157700000003 4.5000000000000009 5.5000000000000009 44.064675150000006 43.687280500000007 10.500000000000002 44.249882500000005 1.5000000000000002 8.5000000000000018 6.5000000000000009 3.5000000000000004 2.5000000000000004 43.051287600000009 44.046956350000009 43.80299105000001 12.500000000000002 45.029425500000009 2.5000000000000004 4.5000000000000009 44.601833250000006 52.02416370000001 2.5000000000000004 2892.5000000000005 2.5000000000000004 5.5000000000000009 39.033214400000013 39.008519500000006 53.506098950000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 -5 16 11 13 -13 19 -15 -16 21 -12 -19 -11 -21 -2 23 -3 -25 -26 -27 -23 -4 -24
right_child=1 22 28 4 6 -7 7 -9 -10 10 17 12 -14 14 15 -17 -18 18 -20 20 -22 27 29 24 25 26 -28 -29 -30 -31
leaf_value=-0.97228505408038746 -71282.748810369332 3109.3642459132093 73000.573665364587 44110.272981770831 62861.127549342105 -128604.46105291194 -72408.534482758623 -941.3707962839228 -48358.707773437505 33686.761636513162 60367.74219658431 12626.431665826614 -58667.842827868859 112446.13586154516 -12729.338064236112 75904.516152871627 13890.970922851564 -29435.358052201704 51044.062245244568 -58569.257078598486 17513.189804025427 -39032.699067540321 15663.058274739582 -76075.458309659094 19787.571875000001 -80745.317159598228 -1093.2406510416668 20605.843029203868 21810.48620923913 301.98824664997898
leaf_weight=4070611 22 119 24 24 38 22 29 76 20 38 43 31 61 27 54 37 40 22 23 33 59 31 165 22 24 28 45 21 46 1969
leaf_count=4070611 22 119 24 24 38 22 29 76 20 38 43 31 61 27 54 37 40 22 23 33 59 31 165 22 24 28 45 21 46 1969
internal_value=0 1239.52 4771.71 1547.64 -12059.8 -41482.2 1519.8 -20679.9 2078.92 6794.79 12786.6 6912.94 -34644.8 22329.5 43704.5 23308.6 -15700.6 35480.1 11698.6 2927.61 -9777.25 -31696.1 16.9523 -13188.3 -29485.9 -18919.2 -31644.7 -14947.9 39361.4 1489.7
internal_weight=0 3193 821 751 209 66 143 105 44 542 428 340 92 248 118 91 114 88 45 130 92 74 2372 238 119 97 73 52 70 2134
internal_count=4073804 3193 821 751 209 66 143 105 44 542 428 340 92 248 118 91 114 88 45 130 92 74 2372 238 119 97 73 52 70 2134
is_linear=0
shrinkage=0.1


Tree=3490
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 0 6 4 6 6 1 1 2 0 3 1 0 0 1 1 1 4 1 0 5 1 4 1 3 1
split_gain=4.79484e+11 4.15265e+12 1.00488e+13 1.82865e+13 1.09381e+13 3.03765e+13 1.86734e+13 1.36849e+13 1.22906e+13 2.97469e+13 1.8656e+13 1.42117e+13 1.06767e+13 3.47431e+13 2.93074e+13 1.71345e+13 2.39472e+13 1.3756e+13 1.06466e+13 1.28188e+13 1.98183e+13 1.28447e+13 1.46647e+13 1.27313e+13 1.00066e+13 1.25354e+13 1.07069e+13 1.01437e+13 9.24107e+12 9.166e+12
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 6.0000000000000009 59.764576050000009 45.005000000000003 4.5000000000000009 45.605000000000011 46.010000000000012 30.362494150000003 30.315889700000003 2851.5000000000005 43.687280500000007 3.5000000000000004 39.908802000000009 43.6005307 44.249882500000005 39.689978950000004 39.735861600000007 39.723160900000003 3.5000000000000004 39.803839700000005 43.6005307 1.5000000000000002 49.300375350000003 3.5000000000000004 118.02765200000002 2.5000000000000004 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 28 -7 -8 10 -10 -9 -11 13 14 18 16 -16 -14 -5 20 -20 22 -21 -22 25 -19 -26 -28 -6 -4
right_child=-2 -3 3 12 5 6 7 8 9 11 -12 -13 17 -15 15 -17 -18 24 19 21 23 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=61.004513185241152 -21.452137642929962 279.23081556324928 -62.008008058826057 -90406.684179687509 -12974.338920408816 -28798.825775909427 19512.477488331981 163853.29719827589 -27493.284762573243 158702.1736607143 49415.742410714287 47113.137500000004 5592.1630153154383 -2633.3207561078902 59085.515482584633 -42401.2931100399 -15511.066005608976 10938.957300894675 -30889.227685849033 37377.928289348325 -21939.69585301599 -48762.854273062665 -32607.076209705803 46828.114756944444 1792.4237988328507 -2985.8375335745709 -2305.787248146728 15991.95825907598 15881.786337639305 4766.2656438308104
leaf_weight=561008 2928705 479498 14973 28 273 32 77 29 32 21 28 25 3049 23038 96 47 78 1451 202 41 43 336 111 72 7943 1166 45578 305 187 5332
leaf_count=561008 2928705 479498 14973 28 273 32 77 29 32 21 28 25 3049 23038 96 47 78 1451 202 41 43 336 111 72 7943 1166 45578 305 187 5332
internal_value=0 54.866 -106.766 -1006.64 1630.74 13884.9 42406 53153.9 72342 46548.6 107638 98056 -1669.55 -3445.58 -21199.7 11174.1 25645.7 -950.329 -29788.7 -27680.3 -12023.4 -37850.8 -13729.5 21114.9 -1303.75 4734.79 -1597.34 -2184.16 -1243.7 1205.87
internal_weight=0 1.1451e+06 665601 104593 21009 704 244 212 135 78 57 46 83584 24092 1054 221 174 59492 833 805 317 488 152 115 56443 2617 53826 45883 460 20305
internal_count=4073804 1145099 665601 104593 21009 704 244 212 135 78 57 46 83584 24092 1054 221 174 59492 833 805 317 488 152 115 56443 2617 53826 45883 460 20305
is_linear=0
shrinkage=0.1


Tree=3491
num_leaves=31
num_cat=0
split_feature=3 6 1 1 6 1 6 6 0 5 1 4 6 0 1 6 1 2 6 6 6 0 0 6 6 4 6 6 3 6
split_gain=4.69499e+11 3.50902e+12 2.43585e+13 1.17691e+13 2.99307e+12 2.75236e+12 4.99917e+12 6.08521e+12 9.458e+12 6.53662e+12 5.99315e+12 8.03013e+12 1.568e+13 1.143e+13 9.65342e+12 4.83376e+12 3.68655e+12 8.67441e+12 9.64261e+12 1.31288e+13 1.77763e+13 8.13967e+12 1.50784e+13 1.16314e+13 1.48514e+13 1.81089e+13 9.23403e+12 7.78646e+12 5.9412e+12 5.49328e+12
threshold=24.500000000000004 168.45000000000002 60.66055595000001 39.178027400000005 156.15000000000003 30.452677500000004 65.00500000000001 40.905000000000008 59.838047850000002 2.5000000000000004 30.389265100000003 25.500000000000004 75.010000000000005 60.01610465000001 30.315889700000003 112.00500000000001 37.401708450000008 75.000000000000014 79.015000000000015 62.010000000000012 57.410000000000004 55.728148450000006 55.676890650000011 104.01000000000001 84.00500000000001 25.500000000000004 52.015000000000008 84.810000000000016 25.500000000000004 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -2 -9 11 13 -13 -8 -14 -15 17 18 19 20 28 22 -19 24 -23 -26 -24 29 -7 -28
right_child=1 2 -4 -5 -6 16 10 9 -10 -11 -12 12 14 15 -16 -17 -18 21 -20 -21 -22 23 26 -25 25 -27 27 -29 -30 -31
leaf_value=2.2282897039569511 -52162.165223214288 -30392.844849372632 -108815.99796195653 55414.471411920364 28796.728214285715 7761.1891165364577 65762.575120192312 -12432.008804122845 964.68856397868717 -65709.316601562503 -31600.881081081083 39406.642047991074 -83122.483067255438 -4712.1045791416955 -10529.488669433595 50776.977656250005 -671.44218081411168 -7761.663046875 -73908.403843749998 32126.142004180376 -97635.585673466441 4749.9635051935738 11424.145914273649 77782.221279761914 -94513.071806066189 8696.9355353860301 64396.09485677084 22088.095332031251 -49402.259133529667 134429.76949404762
leaf_weight=4056328 35 33 23 31 35 75 52 569 787 24 37 56 23 73 90 20 13412 75 25 57 27 1702 37 21 34 34 24 20 24 21
leaf_count=4056328 35 33 23 31 35 75 52 569 787 24 37 56 23 73 90 20 13412 75 25 57 27 1702 37 21 34 34 24 20 24 21
internal_value=0 -517.205 -20550.4 11170.1 -416.976 -475.895 -4217.45 -6867.35 -1297.4 -14588.3 6465.18 10950.7 -3862.13 28215.2 -25305.1 7221.03 -52.0048 3765.96 -15655 -7696.92 -25712.1 5818.59 26276.1 3796.83 2919.03 -42908.1 51303.8 74004.5 -6096.62 97078.5
internal_weight=0 17476 87 64 17389 17354 1766 1415 822 593 351 314 169 145 113 93 15588 2176 208 183 126 1968 177 1791 1770 68 102 65 99 45
internal_count=4073804 17476 87 64 17389 17354 1766 1415 822 593 351 314 169 145 113 93 15588 2176 208 183 126 1968 177 1791 1770 68 102 65 99 45
is_linear=0
shrinkage=0.1


Tree=3492
num_leaves=31
num_cat=0
split_feature=6 1 0 5 0 3 6 0 0 4 1 1 0 1 1 0 3 1 2 7 4 1 1 1 0 5 0 0 0 3
split_gain=4.6305e+11 3.04027e+12 4.92501e+12 5.54737e+12 5.4669e+12 4.72659e+12 9.1038e+12 6.95261e+12 6.77392e+12 7.19785e+12 5.70946e+12 7.24531e+12 6.78506e+12 2.49999e+13 1.47612e+13 1.23893e+13 8.95409e+12 6.94083e+12 6.65481e+12 5.61688e+12 1.28482e+13 8.07364e+12 1.14196e+13 1.48237e+13 4.79216e+12 4.60581e+12 9.37975e+12 1.62363e+13 1.02253e+13 2.1694e+13
threshold=21.020000000000003 37.978059650000013 55.633951400000008 1.5000000000000002 55.660117850000006 1.5000000000000002 15.450000000000001 55.783232450000007 55.728148450000006 8.5000000000000018 37.780517050000007 37.897576350000001 55.81943720000001 37.543519500000009 37.543519500000009 55.768246800000007 5.5000000000000009 37.318079750000003 75.000000000000014 6.0000000000000009 9.5000000000000018 33.882313700000005 37.586700500000006 37.702956500000006 55.753967500000009 1.5000000000000002 55.897267000000006 57.719618750000002 59.825842200000004 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 -4 7 10 8 -6 -10 12 -12 13 15 25 17 24 -7 -16 20 -8 -22 -23 -24 -15 -14 -27 -28 -29 -30
right_child=-2 -3 4 -5 5 6 19 -9 9 -11 11 -13 14 16 18 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 27 28 29 -31
leaf_value=2933.8752368958239 3.0565522055572809 117.06739933993049 -16496.456263950891 -12985.718060478557 -8412.8532449161303 24085.756082589287 -2905.3085411561451 -5017.1067529140782 -30301.453300382651 -97144.933520507824 54159.057486979167 -4719.2444010416666 20957.070200347902 1894.0539869225545 104659.96270197089 -30214.505208333332 -109460.43296130952 106399.61976562502 29248.854828125 -1788.87912588941 -89561.951633522738 4048.8119591346158 -100987.34709329045 -22860.056943933825 -60222.113269495079 53376.540953125004 -53646.087657510085 74511.707890624995 -72072.6521850586 26883.981005859376
leaf_weight=2206 4040593 26334 336 243 68 21 483 369 49 24 57 33 112 23 22 21 21 20 25 2287 22 78 34 85 27 25 62 20 32 72
leaf_count=2206 4040593 26334 336 243 68 21 483 369 49 24 57 33 112 23 22 21 21 20 25 2287 22 78 34 85 27 25 62 20 32 72
internal_value=0 -371.874 -2244.17 1354.27 -4234.36 -3227.5 -1945.09 -12234.6 -31122.9 -52277.4 9373.29 32570.3 5222.72 -14149 12186.1 32246.6 -54663.4 64238.9 64547.7 -4190.59 -12014.9 -32106.1 -25689.7 -45182.1 -31648.7 4566.89 -4133.12 -11862.9 9028.68 -3564.21
internal_weight=0 33211 6877 2449 4428 4092 3582 510 141 73 593 90 503 133 370 62 71 41 47 2989 702 219 197 119 50 323 211 186 124 104
internal_count=4073804 33211 6877 2449 4428 4092 3582 510 141 73 593 90 503 133 370 62 71 41 47 2989 702 219 197 119 50 323 211 186 124 104
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 6 6 4 6 6 1 3 4 4 4 0 0 0 0 4 1 3 3 1 5 5 6 6 0 3
split_gain=4.48488e+11 4.18974e+12 1.25958e+13 2.77546e+13 4.12817e+13 4.40116e+13 2.05962e+13 1.56251e+13 1.56185e+13 1.4887e+13 1.4608e+13 1.89373e+13 3.12505e+13 3.75101e+13 5.99687e+13 3.24225e+13 4.1967e+13 3.08032e+13 3.22215e+13 2.16603e+13 2.74942e+13 2.66823e+13 2.04185e+13 2.52196e+13 1.91333e+13 1.81248e+13 1.66209e+13 3.65138e+13 3.93402e+13 2.57949e+13
threshold=59.815000000000005 62.375000000000007 37.290808600000013 37.234509300000006 15.500000000000002 60.605000000000011 60.305000000000007 26.500000000000004 60.910000000000004 60.005000000000003 30.370944000000005 5.5000000000000009 10.500000000000002 19.500000000000004 18.500000000000004 60.01610465000001 59.856552950000008 59.950512650000007 59.939085000000013 16.500000000000004 30.242318500000007 11.500000000000002 7.5000000000000009 30.242318500000007 1.5000000000000002 2.5000000000000004 61.425000000000004 61.805000000000007 59.933037250000005 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 9 6 -6 10 -7 -5 11 -2 -13 14 17 16 -16 18 25 20 21 -19 -20 -24 -15 26 -14 29 -29 -28
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 -12 12 13 24 15 -17 -18 19 22 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=22.447568410601676 2469.5954532639894 28.971742175232663 -774.49716241706119 -47476.366317471591 59035.934804894183 -37175.043578162564 159258.80608016305 -26202.278166503907 21296.738876277843 2234.0740983413775 3512.8500564190399 -17097.678808357439 -14699.262598077741 -57140.687202043438 -28680.790435987903 8893.6988976430093 99664.403292996067 -20249.400497767856 7379.8603946766962 -13529.547468898609 40602.629623620487 71218.21078725961 -25193.822454637098 -115758.87287717726 -10315.907049952801 33077.875293719953 137288.72285156252 12031.606293510211 -87849.006919642852 25455.695630326707
leaf_weight=2794666 6205 1078696 174506 88 189 52 23 210 376 191 12947 1653 753 93 31 118 143 175 47 184 412 39 62 61 1415 130 33 202 49 55
leaf_count=2794666 6205 1078696 174506 88 189 52 23 210 376 191 12947 1653 753 93 31 118 143 175 47 184 412 39 62 61 1415 130 33 202 49 55
internal_value=0 -49.0435 -468.89 1587.34 18655.1 32648.8 69909.2 960.357 14192.7 -13445.2 1190.3 -1345.12 -5530.85 -753.253 6774.89 49357.4 76798.3 1128.16 -7894.04 16633 25498.6 -3580.07 -48685 -70108.2 -13203.6 -2219.35 -6421.4 11965.7 -7467 67393.1
internal_weight=0 1.27914e+06 200442 25936 919 640 212 25017 428 279 24807 11860 5655 4002 2494 292 174 2202 1392 810 626 214 170 123 1508 1222 1092 339 251 88
internal_count=4073804 1279138 200442 25936 919 640 212 25017 428 279 24807 11860 5655 4002 2494 292 174 2202 1392 810 626 214 170 123 1508 1222 1092 339 251 88
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 7 4 4 4 4 6 0 4 0 0 7 5 7 6 4 0 0 0 6 3 4 6 5
split_gain=4.91835e+11 9.42074e+12 5.24912e+13 5.65233e+13 3.95897e+13 3.79526e+13 5.9069e+13 5.45047e+13 5.0081e+13 8.65326e+13 4.81488e+13 4.41895e+13 4.37018e+13 4.14664e+13 3.49534e+13 6.05207e+13 7.90242e+13 1.78388e+14 6.93499e+13 6.02708e+13 5.25405e+13 5.10304e+13 4.38811e+13 4.18643e+13 3.41418e+13 4.44599e+13 3.3527e+13 3.32203e+13 5.08413e+13 6.93201e+13
threshold=37.503969450000007 37.488790500000007 55.812023600000011 55.81943720000001 55.988910100000005 55.759969450000007 55.768246800000007 6.0000000000000009 18.500000000000004 15.500000000000002 19.500000000000004 21.500000000000004 69.605000000000004 55.775215600000003 9.5000000000000018 55.702806750000008 55.554045200000012 6.0000000000000009 1.5000000000000002 6.0000000000000009 39.505000000000003 6.5000000000000009 55.539595350000006 55.568628050000008 55.520061350000013 45.995000000000012 9.5000000000000018 23.500000000000004 69.605000000000004 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 5 -4 27 8 -7 10 9 14 12 -9 -8 -13 21 16 19 18 -18 22 -20 24 -16 -22 -3 -26 -17 28 -5 -30
right_child=-2 2 3 4 -6 6 7 11 -10 -11 -12 13 -14 -15 15 26 17 -19 20 -21 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-21.290903939076856 16.096538032965274 -2346.1207059271023 61220.685745614035 6360.5901127626057 -20030.7525374203 -110911.84452671595 -23481.92699885527 -10372.267248669301 17603.907926820983 -21946.782392737656 44986.545294744319 3704.824773740097 38195.933914118701 -82146.602253255813 2894.9324000581782 27059.456473214286 -32395.993148164969 -76430.635668522926 178496.62901656539 47021.830231694898 98098.898307703726 -20517.804238363846 -131291.14698660714 15638.081195527764 2926.2086790707235 75354.629614736521 173869.06767857145 -4683.2973175608786 114749.48547949218 22758.983520453919
leaf_weight=704272 3354007 819 171 2959 669 70 662 273 916 2517 176 71 139 271 188 28 172 289 27 606 79 1223 28 279 190 153 35 1962 100 453
leaf_count=704272 3354007 819 171 2959 669 70 662 273 916 2517 176 71 139 271 188 28 172 289 27 606 79 1223 28 279 190 153 35 1962 100 453
internal_value=0 -75.0043 -2511.65 4511.45 2932.86 -7325.87 -21006.2 -17053.1 -4313.99 -7340.79 -2372.74 -40374.5 -12778.8 -64323.6 1591.01 12407.9 8773.98 -12681.2 20395.2 30855.6 43979.9 -6259.75 -14499.6 33834.7 8746.79 35233.9 108620 5739.34 11562 39393.8
internal_weight=0 719797 15525 6314 6143 9211 1662 1592 7549 6633 977 615 801 342 4116 1731 1668 846 557 822 385 2385 216 358 1162 343 63 5474 3512 553
internal_count=4073804 719797 15525 6314 6143 9211 1662 1592 7549 6633 977 615 801 342 4116 1731 1668 846 557 822 385 2385 216 358 1162 343 63 5474 3512 553
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=31
num_cat=0
split_feature=6 4 6 0 4 1 1 3 4 4 0 1 1 0 7 0 6 4 0 1 1 1 1 4 3 1 0 4 0 1
split_gain=4.6845e+11 1.028e+13 4.4509e+13 3.20866e+13 2.55383e+13 2.43519e+13 6.27491e+13 4.8296e+13 6.18672e+13 2.46312e+13 2.99573e+13 2.55778e+13 2.24984e+13 1.89549e+13 2.18792e+13 1.87719e+13 1.80742e+13 3.02861e+13 4.42632e+13 5.27753e+13 8.31796e+13 4.14397e+13 2.6882e+13 2.19619e+13 2.67106e+13 3.74756e+13 1.80121e+13 3.54827e+13 7.42513e+13 5.50959e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 47.207933300000008 25.500000000000004 37.343102500000008 37.780517050000007 4.5000000000000009 21.500000000000004 17.500000000000004 55.922096200000006 30.303340300000002 30.472130500000002 55.876067900000002 6.0000000000000009 55.145978450000008 83.820000000000007 11.500000000000002 59.933037250000005 37.503969450000007 37.768783500000005 30.323041000000003 37.71815560000001 10.500000000000002 8.5000000000000018 61.335446300000008 55.749683450000006 18.500000000000004 55.775215600000003 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 -5 9 10 -9 -11 -10 -7 -15 -8 17 23 19 -19 22 -20 -21 24 25 -2 -4 28 29 -28
right_child=1 2 26 4 -6 6 15 8 12 11 -12 -13 -14 14 -16 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=10.414377403959925 9423.3238574379375 32976.631347305716 550.74669382280024 -62517.17420864763 19667.984361946939 -41517.018850208457 -22266.249314533896 124785.28476562501 -46489.412163783483 19113.094354838711 1164.9810473860982 131976.82412966009 866.41541175626776 -46054.112411428054 -152540.54549107142 1423.6619996931013 154.49258087623113 -33879.607302083336 215833.94388538707 88522.058689413272 16183.653797849813 48367.442534722228 215953.97500000001 -34059.545891416463 31777.572125300481 -17904.467107588211 -122681.99552951391 165.06826492860799 -4331.3253870266317 -29142.005987962213
leaf_weight=3722681 1672 148 62726 116 202 617 665 24 140 31 107 57 354 43 35 673 234825 150 22 49 401 45 25 153 325 717 72 28498 17729 502
leaf_count=3722681 1672 148 62726 116 202 617 665 24 140 31 107 57 354 43 35 673 234825 150 22 49 401 45 25 153 325 717 72 28498 17729 502
internal_value=0 -110.415 -897.223 -12499.9 -14696.6 -17122 -23012.4 -2676.86 7058.74 51299.9 23813 92218 -12554.3 -47388.8 -93836.5 -10350.5 261.69 7334.62 26111.3 17830.6 34160.2 103356 131573 2802.54 4880.62 1221.55 -556.96 -2041.59 -5477.38 -40875.2
internal_weight=0 351123 112739 3212 3064 2862 2033 829 713 219 131 88 494 695 78 1338 238384 3559 692 625 475 67 74 2867 2714 2389 109527 46801 18303 574
internal_count=4073804 351123 112739 3212 3064 2862 2033 829 713 219 131 88 494 695 78 1338 238384 3559 692 625 475 67 74 2867 2714 2389 109527 46801 18303 574
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=31
num_cat=0
split_feature=3 6 5 1 1 6 4 4 1 1 1 3 4 4 6 6 6 3 1 4 2 3 6 4 5 2 0 2 0 0
split_gain=4.73446e+11 5.29772e+12 1.57683e+13 4.31067e+13 5.06116e+13 7.14115e+13 3.67755e+13 2.91376e+13 2.90448e+13 1.04834e+14 5.46753e+13 2.88711e+13 2.43165e+13 2.29436e+13 2.4964e+13 2.24554e+13 1.97343e+13 2.00483e+13 4.68873e+13 1.87474e+13 1.67468e+13 1.55118e+13 1.71554e+13 1.51246e+13 1.6994e+13 3.12814e+13 3.31912e+13 1.83181e+13 2.76589e+13 2.47836e+13
threshold=7.5000000000000009 63.005000000000003 1.5000000000000002 39.231261550000006 39.178027400000005 87.395000000000024 10.500000000000002 18.500000000000004 30.410676000000006 37.131181300000009 30.345769800000003 8.5000000000000018 22.500000000000004 16.500000000000004 63.705000000000005 66.010000000000005 67.445000000000007 8.5000000000000018 43.862029600000007 25.500000000000004 2911.0000000000005 19.500000000000004 82.905000000000015 8.5000000000000018 2.5000000000000004 75.000000000000014 55.743464250000009 3999.0000000000005 59.982409200000006 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 -10 -3 -11 16 14 -8 -9 -5 18 -18 20 21 22 -14 24 25 26 -4 28 29 -27
right_child=1 2 23 12 5 -7 7 15 9 11 -12 -13 19 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-22.744638198151947 182.45878489511307 50023.12229387783 127902.39889547414 4132.4378076611774 156045.650390625 7857.0316282460399 109335.09955357143 -6185.0351265618192 260632.7390174279 102082.91964843751 -73769.608502728006 -25736.922147529069 38814.737744140628 -35797.73634497181 -1874.9770509543787 27022.704267950783 114038.75945095485 -25210.636824751422 -21888.700367914247 -34563.693167489037 14143.365001901271 6594.0936921296297 155012.48703703703 -290.2914524389177 -797.98033413098369 -138155.78130859375 -24738.493840680807 -4795.015544963685 -123448.63623934658 -24615.289396236789
leaf_weight=2818986 890746 159 29 555 60 71 21 287 26 30 46 43 24 221 520 701 36 825 86 57 226 27 27 357912 1179 20 28 327 33 496
leaf_count=2818986 890746 159 29 555 60 71 21 287 26 30 46 43 24 221 520 701 36 825 86 57 226 27 27 357912 1179 20 28 327 33 496
internal_value=0 51.0965 -270.297 5936.16 15464.8 75729.7 11621.3 6044.32 43725.4 88204.6 22245.2 26791.8 -5239.45 -8648.62 2441.87 17376.3 -10840.4 -19615.4 18221 18064.3 27932 67883.7 100331 -340.081 -8777.65 -18861.3 52920.9 -23532 -34692.4 -29016.1
internal_weight=0 1.25482e+06 364072 4048 2185 131 2054 1750 304 99 205 73 1863 762 541 988 1502 947 122 361 304 78 51 360024 2112 933 57 876 549 516
internal_count=4073804 1254818 364072 4048 2185 131 2054 1750 304 99 205 73 1863 762 541 988 1502 947 122 361 304 78 51 360024 2112 933 57 876 549 516
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 4 4 3 1 1 1 1 0 4 4 4 4 1 1 1 4 3 3 1 1 1 3 0 1 0
split_gain=5.71919e+11 4.60583e+12 1.99344e+13 5.81693e+13 3.65988e+13 4.80709e+13 2.37331e+13 3.37551e+13 3.17918e+13 2.89088e+13 2.83678e+13 2.28709e+13 7.46297e+13 1.80746e+13 1.65899e+13 1.62899e+13 1.55472e+13 1.50464e+13 1.85037e+13 1.74637e+13 1.33552e+13 1.88466e+13 1.33451e+13 1.51355e+13 1.3235e+13 3.44626e+13 1.28469e+13 1.25163e+13 1.20595e+13 1.6352e+13
threshold=53.310000000000009 53.705000000000005 30.323041000000003 30.330566300000005 30.303340300000002 14.500000000000002 16.500000000000004 12.500000000000002 37.740454950000007 37.475446350000006 30.362494150000003 30.370944000000005 59.882709350000006 12.500000000000002 6.5000000000000009 23.500000000000004 17.500000000000004 37.374856000000008 37.401708450000008 37.234509300000006 9.5000000000000018 5.5000000000000009 13.500000000000002 37.563506350000004 37.475446350000006 37.740454950000007 15.500000000000002 44.990874950000006 36.865631950000008 55.520061350000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 14 7 10 9 -9 -5 12 -8 -4 -6 -2 -7 19 -19 -13 -16 -22 -11 -24 28 -26 -21 -20 -12 -30
right_child=1 -3 3 6 5 16 11 8 -10 22 24 17 -14 -15 20 -17 -18 18 27 26 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-32.30329838686017 -3710.8516208197648 30.163429235741944 -29454.830764973962 -48098.287098319583 85074.840945870543 193710.82317708334 152581.1896205357 13105.578666548296 8857.5914936938334 58507.506174045142 4915.9402589301844 -7736.932683890207 -60484.27738155242 -131083.40349702383 -61993.568171296298 30761.60026920056 90548.725191243502 71797.646740722659 -79821.451935369332 -62125.21208984375 -34156.332641601562 72024.178883928573 194195.48489118306 81888.270610119056 -18287.154718770929 5079.0422111469725 -10836.367812500001 -4066.1589236001087 -12271.537259432165 37550.806885603721
leaf_weight=2336845 499 1725455 30 106 28 21 35 44 153 27 519 336 31 42 27 189 48 32 22 140 32 35 28 21 716 5330 75 2521 82 335
leaf_count=2336845 499 1725455 30 106 28 21 35 44 153 27 519 336 31 42 27 189 48 32 22 140 32 35 28 21 716 5330 75 2521 82 335
internal_value=0 43.4598 2037.74 840.43 16510.4 55237.6 1451.6 4574.46 39079.4 77612.3 3245.47 -5749.96 52505 -88738.2 17509.1 5759.05 121946 -6979.91 -3770.62 -21978 -2616.84 21311.1 114958 146064 4024.97 2311.89 -44233.8 -4721.53 15090.4 27753.6
internal_weight=0 1.73696e+06 11504 10625 879 191 10553 7361 273 120 7088 3192 66 72 122 688 69 3126 2575 551 94 67 76 49 6982 6046 215 2543 936 417
internal_count=4073804 1736959 11504 10625 879 191 10553 7361 273 120 7088 3192 66 72 122 688 69 3126 2575 551 94 67 76 49 6982 6046 215 2543 936 417
is_linear=0
shrinkage=0.1


Tree=3498
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 4 0 4 2 0 0 3 5 0 4 6 6 5 4 6 6 7 3 4 1 4 0 6 3
split_gain=4.99342e+11 5.37004e+12 1.98522e+13 3.06236e+13 3.88652e+13 4.38184e+13 4.41507e+13 3.59046e+13 2.95904e+13 2.91725e+13 4.67532e+13 9.16525e+13 4.25438e+13 4.47242e+13 2.9154e+13 6.31195e+13 4.31335e+13 3.14696e+13 3.58935e+13 2.85077e+13 2.64746e+13 2.6399e+13 2.99743e+13 2.61489e+13 2.55886e+13 5.41162e+13 5.41615e+13 3.87821e+13 3.62627e+13 5.01144e+13
threshold=37.343102500000008 37.401708450000008 56.385857200000011 56.067362750000008 55.910578700000009 55.883833400000007 13.500000000000002 55.866549750000011 15.500000000000002 75.000000000000014 55.667390500000003 55.685785750000008 7.5000000000000009 1.5000000000000002 55.897267000000006 10.500000000000002 61.805000000000007 70.50500000000001 1.5000000000000002 25.500000000000004 63.855000000000011 57.410000000000004 6.0000000000000009 4.5000000000000009 11.500000000000002 37.374856000000008 6.5000000000000009 55.696737300000009 60.910000000000004 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 14 9 -9 -2 -11 12 13 -12 17 16 -16 18 -7 -8 -6 22 -10 -15 25 -13 -27 -26 -28 -30
right_child=1 -3 -4 -5 20 6 19 8 21 10 11 24 -14 23 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 28 -29 29 -31
leaf_value=-84.732547298975135 -1616.7636366861432 2.6578379784948067 -61639.443921875005 48771.206907743566 -7167.6020015268477 62868.829091282903 5775.167718614749 45280.087336881872 -16264.146529838583 -851.9839348197122 32901.084130859374 5254.5922020004737 -28939.775372023811 120529.18628216913 -137189.7559277344 114533.08101245778 25165.846164279516 34533.536422697369 183882.95941133721 73025.098090601678 -52685.056797556324 -24016.341830919297 14851.560179920831 252345.80578703704 -42743.127531250007 -50950.098966733873 63394.083039936602 8696.8389634071591 268595.04427083337 68206.091526442309
leaf_weight=594077 12437 3448569 50 136 315 57 1065 91 722 6904 32 330 21 34 30 37 36 95 43 67 215 1118 542 27 150 31 123 6400 24 26
leaf_count=594077 12437 3448569 50 136 315 57 1065 91 722 6904 32 330 21 34 30 37 36 95 43 67 215 1118 542 27 150 31 123 6400 24 26
internal_value=0 14.466 1321.39 1422.59 1214.68 1682.09 18770.9 839.779 -10684.6 1913.66 5027.25 10666.4 99617.8 128647 53017.4 9980.6 -48632.2 75749.6 114905 9755.51 -25632.2 -12822.6 -2921.81 178874 9234.89 30284 70772.8 7518.82 92584.5 164393
internal_weight=0 3.47973e+06 31158 31108 30972 30442 1430 29012 2473 26539 14102 7198 114 93 298 103 66 195 100 1132 530 2382 1264 61 7084 534 204 6550 173 50
internal_count=4073804 3479727 31158 31108 30972 30442 1430 29012 2473 26539 14102 7198 114 93 298 103 66 195 100 1132 530 2382 1264 61 7084 534 204 6550 173 50
is_linear=0
shrinkage=0.1


Tree=3499
num_leaves=31
num_cat=0
split_feature=4 6 6 1 5 2 3 4 1 0 3 3 0 1 0 1 1 3 1 1 7 6 6 1 3 0 0 0 6 6
split_gain=4.93298e+11 6.26356e+12 3.90607e+13 2.60643e+13 1.9778e+13 3.75624e+13 2.01915e+13 1.73544e+13 1.34852e+13 1.45325e+13 1.23455e+13 1.64122e+13 2.17165e+13 2.0517e+13 1.15989e+13 1.19793e+13 1.63207e+13 1.01791e+13 9.24021e+12 5.07374e+13 3.68111e+13 5.52591e+13 2.82284e+13 2.12575e+13 3.81199e+13 2.15704e+13 2.08436e+13 3.5677e+13 8.24273e+13 3.69382e+13
threshold=24.500000000000004 80.030000000000015 79.710000000000022 30.277905650000005 2.5000000000000004 75.000000000000014 5.5000000000000009 25.500000000000004 60.516422150000004 51.307150200000002 10.500000000000002 17.500000000000004 55.034466500000008 39.079932600000006 56.791379400000004 37.897576350000001 37.46219940000001 16.500000000000004 37.475446350000006 37.488790500000007 6.0000000000000009 92.02500000000002 81.705000000000013 37.729575300000008 22.500000000000004 55.667390500000003 55.633951400000008 55.676890650000011 82.905000000000015 95.045000000000016
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 -2 -4 5 -5 -6 10 9 -7 14 12 13 -12 15 16 -8 -14 26 20 21 -20 23 24 25 -21 -3 28 -28 -30
right_child=1 18 3 4 6 8 7 -9 -10 -11 11 -13 17 -15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.4532896646550082 -58.012808569621647 -22889.105132394383 -49585.208402054399 -110595.01584051724 -2196.7783249965937 -48024.541748046875 20058.336335100448 9530.9568798294476 -37771.574342447915 36110.143311578453 90225.134598214296 27848.124441766402 63317.75432477679 -37791.966125882056 -41499.067421874999 6420.5715409873192 135155.52284934305 110361.46636424732 -32259.768063476567 -60999.769680477533 -18102.157040946367 -193463.72145270271 -1187.1155329600579 -11668.664369659129 -166701.22187500002 18659.112556818185 199625.62260237068 1230.3097987547535 1778.0785549331763 145973.3709375
leaf_weight=3846796 198998 341 54 29 172 24 28 183 45 142 21 141 91 31 25 69 22 93 50 89 141 37 17509 1034 24 55 29 7352 159 20
leaf_count=3846796 198998 341 54 29 172 24 28 183 45 142 21 141 91 31 25 69 22 93 50 89 141 37 17509 1034 24 55 29 7352 159 20
internal_value=0 -143.246 49.1 18267.3 21550.4 -3883.02 28518.5 36022.8 10783.6 23946.1 45328 54841.6 70969.1 13907.2 20420.8 33429.2 70701.1 87095.3 -1577.73 -2776.16 -49664.7 -100818 -2204.81 -17029.1 -50021.2 -30574.5 1294.95 2385.79 43227.5 17889.3
internal_weight=0 227008 200168 1170 1116 240 876 704 211 166 521 377 236 52 144 119 50 184 26840 18939 228 87 18711 1202 168 144 7901 7560 208 179
internal_count=4073804 227008 200168 1170 1116 240 876 704 211 166 521 377 236 52 144 119 50 184 26840 18939 228 87 18711 1202 168 144 7901 7560 208 179
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=31
num_cat=0
split_feature=6 6 7 0 0 4 4 1 3 1 3 5 4 3 5 1 0 0 2 0 0 0 0 0 0 4 1 2 1 4
split_gain=5.09e+11 8.16695e+12 1.24293e+13 1.39046e+13 2.37915e+13 1.89095e+13 4.148e+13 2.96165e+13 3.48909e+13 1.96352e+13 1.45406e+13 1.3376e+13 1.27318e+13 1.37154e+13 1.2671e+13 1.25086e+13 1.23979e+13 1.51802e+13 1.1589e+13 2.04563e+13 2.59631e+13 1.19985e+13 1.08867e+13 1.31077e+13 1.91976e+13 2.0055e+13 1.05113e+13 1.77532e+13 1.9159e+13 1.32564e+13
threshold=71.030000000000015 70.00500000000001 6.0000000000000009 59.982409200000006 59.898927250000007 11.500000000000002 25.500000000000004 30.315889700000003 3.5000000000000004 30.303340300000002 10.500000000000002 1.5000000000000002 25.500000000000004 18.500000000000004 2.5000000000000004 30.242318500000007 55.710673100000008 55.883833400000007 2970.5000000000005 59.882709350000006 54.431501800000014 55.102137100000007 47.207933300000008 43.550475500000012 44.601833250000006 7.5000000000000009 37.600779750000008 4556.0000000000009 49.147669400000005 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 11 4 22 7 10 8 9 -6 14 18 13 -13 -7 -5 -14 -18 19 20 -3 -20 23 -4 25 -25 29 28 -28 -15
right_child=-2 2 3 15 5 6 -8 -9 -10 -11 -12 12 16 26 -16 -17 17 -19 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8230899563313905 81.145908367832106 19699.451339934592 -11771.858033040366 37583.804090073529 -30946.144895241479 -15414.818126195793 55149.155323093226 -41450.989477539064 102505.04220360826 77381.267607060188 21246.036011904765 -3744.0374286002698 16453.690220424109 48919.641733870973 -77695.462386399871 -26698.487513622342 -116672.5392650463 -28406.355719866075 127628.23265625001 76246.729404296886 -118211.57363281251 20609.078622159093 -541.22292143387506 135669.34460358796 12425.68698760058 26189.973829234732 33468.768947435463 -24499.596875000003 130686.86829927885 -29629.842064732147
leaf_weight=3397831 649723 43 180 34 44 98 118 32 97 27 63 16460 35 31 49 276 27 70 20 30 20 22 7652 27 526 44 92 37 26 70
leaf_count=3397831 649723 43 180 34 44 98 118 32 97 27 63 16460 35 31 49 276 27 70 20 30 20 22 7652 27 526 44 92 37 26 70
internal_value=0 -15.3975 -1772.49 1173.26 1893.89 22486 7708.45 46721.1 63515.8 10248.8 -18948.7 -3379.88 -3631.09 -3386.81 -36175 -19648.2 -34566.1 -52975.3 27971.9 8282.22 -24081.8 71570.6 603.983 11882.1 19014 67823 19581.7 35938.7 54889.7 -5520.59
internal_weight=0 3.42408e+06 26250 9267 8957 528 328 200 168 71 210 16983 16848 16716 147 310 132 97 135 93 63 42 8429 777 597 71 256 155 118 101
internal_count=4073804 3424081 26250 9267 8957 528 328 200 168 71 210 16983 16848 16716 147 310 132 97 135 93 63 42 8429 777 597 71 256 155 118 101
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=31
num_cat=0
split_feature=6 1 1 0 5 4 6 4 0 4 6 1 6 3 6 6 6 4 4 4 3 4 1 6 6 1 0 4 7 4
split_gain=4.71894e+11 4.43038e+12 1.33103e+13 1.88945e+13 3.10075e+13 4.75173e+13 3.67991e+13 2.89612e+13 3.58748e+13 5.17137e+13 3.43056e+13 3.3786e+13 3.77944e+13 2.81473e+13 3.49906e+13 2.66362e+13 2.5666e+13 6.08045e+13 2.88429e+13 2.50891e+13 2.40182e+13 1.93754e+13 1.8469e+13 1.81824e+13 2.46684e+13 1.93915e+13 1.77759e+13 1.8873e+13 8.369e+13 1.91856e+13
threshold=53.310000000000009 30.303340300000002 30.157841000000001 59.91832440000001 2.5000000000000004 7.5000000000000009 81.705000000000013 17.500000000000004 59.848366150000011 16.500000000000004 77.010000000000005 30.242318500000007 83.820000000000007 3.5000000000000004 125.02000000000002 94.02500000000002 79.710000000000022 22.500000000000004 18.500000000000004 15.500000000000002 4.5000000000000009 24.500000000000004 30.242318500000007 87.395000000000024 63.140000000000008 30.226173900000003 59.882709350000006 6.5000000000000009 6.0000000000000009 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 26 8 19 13 20 16 -13 14 23 -14 17 -12 -18 -6 -9 -20 -8 24 -10 -26 -4 28 29 -28
right_child=1 -3 3 -5 7 -7 22 10 9 -11 11 12 15 -15 -16 -17 18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-29.342831758004248 743.9273514517115 74.715351031666529 -11964.257400280918 -711.65835618310859 2973.3576661994857 -7439.6099033643541 -36820.588068181816 -8799.3195149739586 -19639.33239628821 -63218.712206129596 -111353.71904725193 -3184.1503557903015 215188.24851562502 -15914.608987283236 89889.46521739132 53936.954761904759 86007.12892578126 84365.085511363635 10843.841206239262 40765.059995670912 72406.608425438491 -37341.661957047945 -151409.50437700321 -20535.982233228457 -11261.481615443201 29295.177115028782 29675.542312499998 -91732.183814538061 133609.41572627318 -63319.742472661208
leaf_weight=2336845 36065 1656323 316 34276 1859 3764 22 48 229 176 57 41 20 1616 46 21 40 22 291 194 151 117 39 293 159 456 25 69 27 197
leaf_count=2336845 36065 1656323 316 34276 1859 3764 22 48 229 176 57 41 20 1616 46 21 40 22 291 194 151 117 39 293 159 456 25 69 27 197
internal_value=0 39.4768 -684.348 -1840.05 -5596.9 -11875.4 -35899.1 -799.77 -3623.73 -10640.7 16773.1 4994.47 64706 -7334.59 4385.88 132596 -4296.51 -56849.7 4970.69 6544.52 52819.2 -2974.06 -110082 926.627 8377.51 18809.8 -28761.6 -45453.4 -32629.1 -52847.3
internal_weight=0 1.73696e+06 80636 44571 10295 4459 695 5836 5028 2975 808 609 82 2799 1183 41 527 79 448 2053 199 408 61 1137 844 615 634 318 249 222
internal_count=4073804 1736959 80636 44571 10295 4459 695 5836 5028 2975 808 609 82 2799 1183 41 527 79 448 2053 199 408 61 1137 844 615 634 318 249 222
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=31
num_cat=0
split_feature=0 0 7 4 0 6 1 1 1 4 0 2 6 1 4 6 6 6 6 6 6 4 0 6 1 6 4 0 1 6
split_gain=5.41665e+11 5.06523e+12 1.36526e+13 3.45985e+13 3.70918e+13 3.13151e+13 2.92115e+13 4.82772e+13 7.6436e+13 4.40628e+13 6.17727e+13 4.81793e+13 4.27496e+13 3.6102e+13 3.48316e+13 3.04157e+13 4.06516e+13 5.5577e+13 4.55284e+13 3.74102e+13 3.1325e+13 6.15555e+13 4.89719e+13 5.21001e+13 3.02414e+13 4.81319e+13 3.19375e+13 5.5193e+13 2.96924e+13 2.80375e+13
threshold=56.115175650000005 55.876067900000002 6.0000000000000009 21.500000000000004 55.883833400000007 68.515000000000015 37.234509300000006 37.503969450000007 37.649344350000007 15.500000000000002 55.897267000000006 75.000000000000014 57.410000000000004 92.90968070000001 20.500000000000004 54.990000000000002 73.41500000000002 73.00500000000001 75.010000000000005 49.485000000000007 50.010000000000012 16.500000000000004 55.897267000000006 54.410000000000004 37.682335600000009 78.605000000000004 6.5000000000000009 55.93962770000001 37.702956500000006 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 -3 4 5 -4 -6 -8 9 10 12 -12 -9 24 15 19 17 29 -18 -11 -21 22 23 -22 25 26 -10 -28 -26 -17
right_child=-2 2 3 -5 6 -7 7 8 13 14 11 -13 -14 -15 -16 16 18 -19 -20 20 21 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=12.786048675110555 60.537483369297149 -33.23072470604658 -9149.7429061851599 1800.5567700181139 12967.072458069122 -36127.528068532105 -19637.244033921659 -20258.949034859794 -85975.572194602282 21369.581621028272 -97068.104188012308 -4441.3901019796458 115097.0308077567 7082.9936030409335 151797.90529119319 -15765.998122937752 152379.83925781251 -168834.65312500001 20169.14947126116 152633.70109797298 -79284.291375000001 -9039.5189594999283 154784.19408482144 100064.86469089675 19503.273110127404 69289.467349646235 -33346.475691137217 43188.636140691582 -5120.6856142649158 76105.113219572377
leaf_weight=2790408 1084541 149458 1604 16415 1115 588 1749 35 88 522 61 707 70 2623 22 264 32 22 140 37 25 94 70 46 501 53 657 110 21709 38
leaf_count=2790408 1084541 149458 1604 16415 1115 588 1749 35 88 522 61 707 70 2623 22 264 32 22 140 37 25 94 70 46 501 53 657 110 21709 38
internal_value=0 -21.9637 -509.586 -1950.87 -3817.94 -16386.5 -2923.16 -3520.21 -2510.81 15446.1 -1962.76 -11798.5 69978.4 -4035.06 27029.9 24902.1 5474.28 -15384.5 44766.5 37038.3 67108.5 53642.8 95431 36913.8 -5296.53 -23184.4 -28916.6 -22370.1 -4565.23 -4206.06
internal_weight=0 2.98926e+06 198855 49397 32982 2192 30790 29675 27926 2185 873 768 105 25741 1312 1290 496 324 172 794 272 235 141 71 23118 908 855 767 22210 302
internal_count=4073804 2989263 198855 49397 32982 2192 30790 29675 27926 2185 873 768 105 25741 1312 1290 496 324 172 794 272 235 141 71 23118 908 855 767 22210 302
is_linear=0
shrinkage=0.1


Tree=3503
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 1 1 3 6 6 1 4 6 4 3 1 7 4 1 1 7 1 6 6 6 6 4 1 6
split_gain=5.22992e+11 2.19359e+13 6.73093e+13 8.45374e+13 1.34189e+14 1.00243e+14 7.21173e+13 1.07749e+14 8.23236e+13 5.19752e+13 5.1617e+13 6.26578e+13 6.48776e+13 7.72424e+13 5.55229e+13 5.32993e+13 5.14959e+13 6.66609e+13 4.87686e+13 4.35413e+13 3.76164e+13 4.77496e+13 4.41812e+13 6.0082e+13 7.89235e+13 5.55606e+13 3.89431e+13 6.41639e+13 6.25853e+13 3.61005e+13
threshold=55.783232450000007 55.791814000000009 37.343102500000008 37.517483500000004 37.563506350000004 7.5000000000000009 37.586700500000006 37.600779750000008 6.5000000000000009 52.330000000000005 61.025000000000006 37.503969450000007 22.500000000000004 56.505000000000003 23.500000000000004 4.5000000000000009 49.230435000000007 6.0000000000000009 15.500000000000002 37.503969450000007 37.858952300000006 6.0000000000000009 37.768783500000005 89.00500000000001 58.305000000000007 59.505000000000003 134.05000000000004 7.5000000000000009 49.176406850000006 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 -2 10 5 -5 8 -8 9 -6 11 12 13 -4 -14 -15 20 -18 -13 -12 22 26 23 24 -9 -26 -22 -28 -29 -7
right_child=1 -3 3 4 6 29 7 16 -10 -11 19 18 14 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-27.213135594464742 53794.03199388909 7.0515339105938013 -671.34437588360038 -140346.0545283565 -126389.00630207587 1693.8641264980281 74257.187109375009 -14692.153397640994 40752.674218750006 -27071.436573223044 2548.9337193343149 -39925.752678571429 -141676.10877016129 -184787.97139840378 -39539.086531099369 -37681.500175083711 -152.39167318779127 48514.089631784562 -258117.05781250002 117062.47185267857 -5.3914550628312545 -20606.121893010291 22910.85617270607 -165849.82272727275 186724.98567708334 29471.391970825196 1082.5734761757426 26051.415517241381 230428.32212701614 66031.727898815938
leaf_weight=2583509 264 1474171 1061 27 109 103 219 941 80 102 647 21 62 38 376 70 570 556 20 35 6984 1179 1532 22 24 352 101 29 31 569
leaf_count=2583509 264 1474171 1061 27 109 103 219 941 80 102 647 21 62 38 376 70 570 556 20 35 6984 1179 1532 22 24 352 101 29 31 569
internal_value=0 47.1755 3715.59 2882 5911.72 48579.7 3587.28 4729.34 -45627.1 -78377.7 -14711.2 -24286 -21171.5 -8872.49 -53996.8 -89441.2 3493.51 23878.3 -146361 8425.73 1443.2 -1961.1 11313.4 -1955.7 782.091 39508.9 1115.53 49739.8 131646 56170.4
internal_weight=0 1.4903e+06 16124 15860 13530 699 12831 12540 291 211 2330 1648 1607 1169 438 108 12321 1126 41 682 11195 8324 2871 1339 1317 376 7145 161 60 672
internal_count=4073804 1490295 16124 15860 13530 699 12831 12540 291 211 2330 1648 1607 1169 438 108 12321 1126 41 682 11195 8324 2871 1339 1317 376 7145 161 60 672
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=31
num_cat=0
split_feature=1 6 6 7 4 0 6 6 3 4 6 6 6 0 6 3 6 3 0 1 4 6 1 6 0 1 4 1 5 4
split_gain=4.96648e+11 3.75587e+12 1.12027e+13 1.09899e+13 1.91775e+13 2.95651e+13 9.79798e+12 8.97761e+12 9.14551e+12 8.79862e+12 7.14919e+12 1.14668e+13 1.0635e+13 1.60151e+13 9.89587e+12 9.34367e+12 8.6215e+12 7.99314e+12 8.17469e+12 9.23383e+12 6.93768e+12 1.42906e+13 2.77775e+13 1.16001e+13 2.78844e+13 9.36109e+12 9.19918e+12 2.06534e+13 1.57432e+13 1.38742e+13
threshold=92.90968070000001 64.805000000000021 60.005000000000003 6.0000000000000009 6.5000000000000009 52.07762420000001 156.15000000000003 68.00500000000001 16.500000000000004 20.500000000000004 118.04500000000002 105.00500000000001 87.395000000000024 52.07762420000001 96.050000000000011 6.5000000000000009 95.045000000000016 2.5000000000000004 56.105603650000006 92.948588300000011 3.5000000000000004 156.15000000000003 113.48479755000001 116.05000000000001 52.07762420000001 94.478249850000012 5.5000000000000009 92.948588300000011 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 -2 7 5 -5 9 -3 20 10 11 12 17 14 -14 -15 -17 -6 19 -19 21 23 -23 25 -25 -9 27 -22 29 -28
right_child=1 3 -4 4 6 -7 -8 8 -10 -11 -12 -13 13 15 -16 16 -18 18 -20 -21 26 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=5.282367257744653 -266.28155567389325 -6128.5273366664151 4282.4217553867993 24297.318543198533 32535.718133305141 -61520.272478126994 -56981.883238636365 -23076.533706054688 42192.473628826534 -5185.151741967612 64669.639525462968 -46437.07763671875 36974.036817345252 32658.38844047215 -27073.866802300352 138223.9375 54313.917605468749 38835.862934027777 -10886.573898406077 7124.3960580648454 -39625.508211408342 -3399.7323949353449 149790.40490234375 24551.99182692308 -130377.1136904762 9036.4272382348536 6122.8425454867338 -3946.1454533482647 -6308.8484681976015 -5478.2887218916576
leaf_weight=3982649 64922 4350 5907 68 140 98 22 100 49 302 27 32 52 46 45 24 25 108 202 613 168 29 20 26 21 984 4202 4732 2475 1366
leaf_count=3982649 64922 4350 5907 68 140 98 22 100 49 302 27 32 52 46 45 24 25 108 202 613 168 29 20 26 21 984 4202 4732 2475 1366
internal_value=0 -230.792 113.071 -1429.03 6021.66 -26366.1 9303.94 -2154.71 -934.98 10206.3 13743.8 12675.4 14182.7 35842.9 7261.09 65026.4 95412.7 10270.4 6893.22 11874.5 -1084.61 6255.8 59126.9 3965.18 -44671.7 6073.98 -1753.83 -5169.44 327.047 3276.73
internal_weight=0 91155 70829 20326 1804 166 1638 18522 14172 1616 1314 1287 1255 192 97 95 49 1063 923 721 14123 1180 49 1131 47 1084 12943 4900 8043 5568
internal_count=4073804 91155 70829 20326 1804 166 1638 18522 14172 1616 1314 1287 1255 192 97 95 49 1063 923 721 14123 1180 49 1131 47 1084 12943 4900 8043 5568
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=31
num_cat=0
split_feature=4 0 0 1 7 0 0 1 1 7 1 1 0 6 4 6 6 6 6 0 6 7 4 5 6 0 5 3 3 1
split_gain=4.73169e+11 5.66559e+12 2.20998e+13 2.55314e+13 2.71593e+13 2.84021e+13 1.63101e+13 6.48232e+13 5.13144e+13 3.47441e+13 3.3065e+13 3.08191e+13 2.78996e+13 2.94624e+13 3.04446e+13 3.12773e+13 2.53875e+13 2.47538e+13 3.73789e+13 2.83671e+13 2.35772e+13 2.3368e+13 2.30624e+13 3.32256e+13 3.0565e+13 2.19512e+13 1.89016e+13 2.19129e+13 2.18259e+13 3.23065e+13
threshold=24.500000000000004 60.028671700000011 59.950512650000007 30.389265100000003 6.0000000000000009 59.963561900000009 59.825842200000004 30.472130500000002 30.345769800000003 6.0000000000000009 30.362494150000003 30.362494150000003 59.856552950000008 81.02500000000002 26.500000000000004 56.205000000000005 29.715000000000003 118.04500000000002 110.01500000000001 59.933037250000005 64.805000000000021 6.0000000000000009 29.500000000000004 3.5000000000000004 94.02500000000002 59.933037250000005 3.5000000000000004 9.5000000000000018 3.5000000000000004 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 10 -10 -11 16 14 -14 -16 -8 18 21 -20 25 26 23 24 -18 -17 27 28 -15 -30
right_child=1 -3 3 -5 -6 -7 12 -9 9 11 -12 -13 13 17 15 20 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.2790262050209034 15601.919110690562 1501.8541619329853 -52496.404373779304 -13061.829665921066 -7730.435079622438 8033.5300875634775 -56759.711193181822 -149.73955993845911 -58317.6626844618 34196.708192567567 -7987.8941936458859 -61354.307126116066 4156.3117929962882 -55800.402230342748 -3512.1817717615763 -38964.520051996762 14051.835402965224 69244.251934223794 -33565.429499999998 -187449.73410326088 6698.0452329799118 -543.03817081262571 -7079.1151266891893 -95387.063060619228 66382.772569537992 -110765.44964139345 -122814.26088867188 -50228.944148349226 -37981.069835917158 116558.57139616935
leaf_weight=3846796 314 19230 80 2821 3101 2500 55 184313 162 37 672 385 7928 31 720 141 2950 31 25 23 70 404 555 27 116 61 24 177 24 31
leaf_count=3846796 314 19230 80 2821 3101 2500 55 184313 162 37 672 385 7928 31 720 141 2950 31 25 23 70 404 555 27 116 61 24 177 24 31
internal_value=0 -140.293 -292.275 -5285.27 -1423.69 6156.63 -79.2518 -322.092 -20555.7 -29595.1 -17764.2 -52976.6 3291.15 469.684 2089.76 -14426 10674.4 -18297.9 -21970.2 -107302 -43315.5 -16042.7 11691.1 15059.1 16031.7 -60647 -37861 -30108.6 11301.8 49123.1
internal_weight=0 227008 207778 8502 5681 2580 199276 185883 1570 1256 834 422 13393 9690 8920 992 3703 770 739 48 272 691 3648 3093 3066 202 287 263 86 55
internal_count=4073804 227008 207778 8502 5681 2580 199276 185883 1570 1256 834 422 13393 9690 8920 992 3703 770 739 48 272 691 3648 3093 3066 202 287 263 86 55
is_linear=0
shrinkage=0.1


Tree=3506
num_leaves=31
num_cat=0
split_feature=6 7 0 1 2 0 5 4 0 3 4 3 4 4 6 3 0 0 0 1 4 4 3 6 5 3 4 1 4 6
split_gain=4.85086e+11 4.34249e+12 1.33127e+13 2.83713e+13 4.66748e+13 2.62821e+13 2.67891e+13 3.18066e+13 2.01922e+13 1.79991e+13 1.73216e+13 2.41826e+13 1.72705e+13 3.38406e+13 2.53477e+13 3.11141e+13 2.17117e+13 1.92659e+13 1.62548e+13 1.831e+13 1.48909e+13 1.35828e+13 1.24212e+13 1.22074e+13 1.18662e+13 1.55489e+13 3.46482e+13 3.17886e+13 2.08965e+13 3.82368e+13
threshold=118.04500000000002 6.0000000000000009 58.603553700000006 30.438492500000006 3338.0000000000005 57.15297970000001 3.5000000000000004 18.500000000000004 57.14107305000001 7.5000000000000009 6.5000000000000009 7.5000000000000009 8.5000000000000018 12.500000000000002 122.65000000000002 5.5000000000000009 59.950512650000007 59.990753350000013 57.57007620000001 65.559704250000024 19.500000000000004 11.500000000000002 16.500000000000004 128.05000000000004 3.5000000000000004 10.500000000000002 25.500000000000004 28.601854300000003 13.500000000000002 128.05000000000004
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 24 5 12 20 8 18 10 -3 21 -8 -12 17 14 15 -14 23 -4 19 -7 -5 -10 -15 -16 -2 26 28 -27 -26 -30
right_child=1 2 3 4 -6 6 7 -9 9 -11 11 -13 13 22 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=4.0038704534743559 -2441.0855999842197 991.62156060995915 63769.97793916869 198331.29055397728 -4857.096675347223 13019.504385080647 -5500.6691616263452 -75539.359430803568 41638.678964843755 -5618.2928075036343 111849.5538261218 -11264.911892361111 76646.382185132577 15674.427141415395 -90203.415857872606 -68102.628678385416 -132890.56401909722 4345.0039324530244 -71748.907489542325 -91451.027938179352 80604.841741071432 135600.63898437502 -24766.038389569865 -2610.0785442073175 425.10009449178943 -128350.40107886906 130143.84501488095 -4909.2206553715869 28844.662289440774 2600.3182084377459
leaf_weight=4019687 20855 6784 103 22 45 62 93 42 40 43 39 27 33 598 26 27 36 116 127 23 21 25 87 41 18765 21 21 3169 759 2067
leaf_count=4019687 20855 6784 103 22 45 62 93 42 40 43 39 27 33 598 26 27 36 116 127 23 21 25 87 41 18765 21 21 3169 759 2067
internal_value=0 -297.398 1783.6 11759.8 66334.3 206.246 -24296.6 1859.53 1674.57 44573.9 22304.5 61484.5 7258.84 793.466 -40158.3 11509.3 -70255.9 32293.7 -49095.6 -15249 140837 77777.9 10538.2 -36601.5 -682.996 795.311 1757.26 -5721.84 1632.39 9648.96
internal_weight=0 54117 8460 1155 88 7305 413 201 6892 108 159 66 1067 848 163 60 103 219 212 85 43 65 685 67 45657 24802 21612 3190 21591 2826
internal_count=4073804 54117 8460 1155 88 7305 413 201 6892 108 159 66 1067 848 163 60 103 219 212 85 43 65 685 67 45657 24802 21612 3190 21591 2826
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=31
num_cat=0
split_feature=1 7 2 0 4 4 0 6 0 1 0 4 5 4 4 0 2 6 6 6 6 4 6 6 6 4 1 4 2 6
split_gain=4.55712e+11 4.52394e+12 1.36731e+13 2.11694e+13 3.31559e+13 2.4217e+13 5.08185e+13 1.88879e+13 1.57268e+13 2.25474e+13 1.48749e+13 1.79635e+13 1.40918e+13 1.33975e+13 1.73954e+13 2.04204e+13 1.32087e+13 1.26907e+13 1.19339e+13 1.172e+13 2.14533e+13 1.84741e+13 1.15852e+13 1.12905e+13 1.08095e+13 3.01074e+13 4.27751e+13 3.86801e+13 4.15854e+13 2.68352e+13
threshold=83.015546400000019 6.0000000000000009 9651.0000000000018 54.973017600000006 10.500000000000002 9.5000000000000018 55.007293000000011 130.05000000000004 56.148747500000006 94.478249850000012 56.520242650000007 7.5000000000000009 3.5000000000000004 18.500000000000004 6.5000000000000009 56.228352100000002 7912.5000000000009 65.805000000000021 64.405000000000015 85.020000000000024 82.905000000000015 9.5000000000000018 90.045000000000016 28.980000000000004 81.705000000000013 11.500000000000002 92.791023150000015 15.500000000000002 3658.0000000000005 91.02500000000002
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 8 7 5 6 17 12 16 13 11 23 19 14 -10 -16 24 -5 -7 20 -4 -21 -6 -8 -3 26 -26 28 -27 -28
right_child=1 2 3 4 22 18 10 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=-9.2018666829323443 -36.87953753079573 625.7526384637215 11541.377315944141 -31153.830269611419 -3235.6773595267614 17309.035229239405 -12908.522113462937 -54891.501326308149 -36478.772827148438 -5898.5765661486948 -6698.7253808968717 58747.920850566792 50399.630228855298 6419.2625233418239 76368.137971565317 25361.993274199074 -11745.440865266648 -111153.06647727273 47100.018170112009 -37738.204486232855 89226.015543619797 16127.461462032436 -44251.78945870536 19345.109155594673 1167.010297877466 -43413.740884232953 -65215.648626066199 -5646.3709976527316 53380.07087508493 -9770.2845677425994
leaf_weight=3787140 247320 25147 2836 201 4245 332 129 43 32 455 293 102 92 296 111 268 991 22 226 123 36 132 70 684 377 55 254 1429 230 133
leaf_count=3787140 247320 25147 2836 201 4245 332 129 43 32 455 293 102 92 296 111 268 991 22 226 123 36 132 70 684 377 55 254 1429 230 133
internal_value=0 121.567 1117.57 4406.67 1022.72 11704.5 4814.21 10946.3 60.9716 11465.4 12910.9 19190.3 11825.8 22640.3 34322.5 40300.5 -402.124 -39046.1 29374.9 10690.9 12515.1 -9854.8 -3901.06 14227.4 4.79777 -6296.72 -22806.6 1062.42 34700.6 -46160.8
internal_weight=0 286664 39344 9566 6304 1989 1431 3262 29778 1162 1208 915 3219 707 411 379 28616 223 558 3127 2872 255 4315 813 27625 2478 764 1714 285 387
internal_count=4073804 286664 39344 9566 6304 1989 1431 3262 29778 1162 1208 915 3219 707 411 379 28616 223 558 3127 2872 255 4315 813 27625 2478 764 1714 285 387
is_linear=0
shrinkage=0.1


Tree=3508
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 1 0 1 2 4 3 5 3 1 5 2 1 4 1 3 5 5 3 0 5 4 5 0 4 5
split_gain=4.57893e+11 1.13695e+12 7.4606e+12 5.16469e+12 3.71508e+12 5.39846e+12 4.12761e+12 4.63087e+12 8.63468e+12 1.31198e+13 6.71869e+12 9.1872e+12 8.88808e+12 1.12099e+13 2.77432e+13 7.75155e+12 1.54601e+13 5.20845e+12 1.77807e+13 7.06861e+12 1.45734e+13 4.02688e+12 3.99866e+12 3.68885e+12 4.5748e+12 6.54643e+12 1.16559e+13 3.58086e+12 1.03951e+13 1.63934e+13
threshold=247.90000000000001 45.177967300000006 45.067157700000003 45.055912800000009 45.040161900000008 38.97264950000001 45.036141150000006 39.652459050000012 2882.5000000000005 6.5000000000000009 4.5000000000000009 4.5000000000000009 2.5000000000000004 47.386825600000002 2.5000000000000004 9613.5000000000018 47.504912950000005 13.500000000000002 38.97264950000001 2.5000000000000004 2.5000000000000004 2.5000000000000004 7.5000000000000009 52.07762420000001 2.5000000000000004 3.5000000000000004 4.5000000000000009 53.506098950000009 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 4 6 -6 7 17 9 -9 11 12 -10 14 -14 16 22 19 -19 -2 -21 -17 -12 24 -3 -26 -27 28 -25 -30
right_child=1 23 -4 -5 5 -7 -8 8 10 -11 15 -13 13 -15 -16 21 -18 18 -20 20 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.93897182027314907 -3724.3982910156251 2337.9990403698334 35628.300301339288 -25446.48005408654 70559.359667968747 2012.5806423611111 -28250.30140438988 -79531.739141845712 5457.7039713541672 19484.468478260871 -43032.799375000002 -31178.437417763158 78912.745125063011 94019.833599853519 -69951.197916666672 -9965.7815530711214 10928.986794969513 -45117.711286495898 62916.780874999997 5190.1000000000004 103757.71681640626 44231.796927584139 -104813.90944602274 -37528.122615840519 5581.5933169157615 -74904.288782269025 1067.051291232639 308.39298648243334 8147.1058354916786 93272.697089843758
leaf_weight=4070611 32 124 70 65 20 27 42 32 126 23 20 38 31 32 21 29 41 39 25 30 30 26 22 29 46 46 36 1969 92 30
leaf_count=4070611 32 124 70 65 20 27 42 32 126 23 20 38 31 32 21 29 41 39 25 30 30 26 22 29 46 46 36 1969 92 30
internal_value=0 1197.05 4404.47 1494.13 4046.81 31181.4 2051 4182.75 -1055.52 -38125 4226.4 14067.9 22255.4 47451.8 18794.6 -13459.8 -32752.7 18990.9 -2916.74 34231 54473.9 15654.9 -75394.3 86.8915 -11351.3 -24612.7 -41551 1446.52 16287.4 29079.6
internal_weight=0 3193 821 751 686 47 639 597 441 55 386 248 210 84 52 138 83 156 64 92 60 55 42 2372 252 128 82 2120 151 122
internal_count=4073804 3193 821 751 686 47 639 597 441 55 386 248 210 84 52 138 83 156 64 92 60 55 42 2372 252 128 82 2120 151 122
is_linear=0
shrinkage=0.1


Tree=3509
num_leaves=31
num_cat=0
split_feature=0 1 6 1 4 6 6 4 6 5 6 5 4 3 3 4 6 6 1 4 3 6 6 6 6 1 6 4 3 6
split_gain=4.46113e+11 1.21666e+13 1.93676e+13 1.85163e+13 1.8075e+13 1.83725e+13 1.7803e+13 1.38697e+13 1.45895e+13 1.31149e+13 9.92577e+12 1.36172e+13 1.41117e+13 1.29727e+13 1.1683e+13 1.03012e+13 1.02717e+13 9.62144e+12 9.07396e+12 7.66795e+13 5.13415e+13 3.9995e+13 2.63836e+13 2.14357e+13 2.04664e+13 1.53424e+13 3.1676e+13 3.35282e+13 3.69097e+13 6.0396e+13
threshold=44.046956350000009 39.231261550000006 66.50500000000001 39.366401150000009 11.500000000000002 26.495000000000001 85.020000000000024 2.5000000000000004 90.045000000000016 3.5000000000000004 70.50500000000001 1.5000000000000002 9.5000000000000018 5.5000000000000009 7.5000000000000009 8.5000000000000018 55.805000000000007 53.995000000000012 39.652459050000012 12.500000000000002 2.5000000000000004 61.805000000000007 76.00500000000001 82.00500000000001 98.020000000000024 39.625203600000013 59.025000000000013 5.5000000000000009 4.5000000000000009 42.875000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 10 -10 11 12 14 -13 -9 -15 -17 -6 19 21 -21 25 -23 -24 -25 26 27 -5 29 -29
right_child=-2 3 -4 18 6 7 -8 8 9 -11 -12 13 -14 15 -16 16 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-12435.616227763538 -5.5672655016019803 -27150.136946244675 -104609.18924278847 -14917.494294745738 -25347.202536374716 -38306.52787209535 -73169.430818256587 14518.913505806684 120565.0101841518 20916.445171875002 -10012.640887028158 28485.952148039447 -32525.191081116693 130470.0508491848 92759.940253906258 90935.156113281264 -5213.4942529296877 10824.995286249483 189.35767361647424 181791.19962439907 30411.02217851804 -77662.106184792821 57048.410282258061 -108961.84642857144 1949.0441120426831 -23825.334456290038 102548.61259114584 10949.627880859376 -21612.188178943456 218391.57268750004
leaf_weight=185 3961675 88 26 438 109 39 38 417 28 25 101 368 63 23 20 25 20 226 108954 26 162 158 31 28 41 361 30 32 42 25
leaf_count=185 3961675 88 26 438 109 39 38 417 28 25 101 368 63 23 20 25 20 226 108954 26 162 158 31 28 41 361 30 32 42 25
internal_value=0 196.699 -23793.5 241.928 10956.4 16859.1 -8302.51 20289.4 22386 73561 19770.5 22984.2 11721 35900.8 18099.7 76028.2 48202.4 -944.466 87.5155 -7988.25 51346.6 -17393.8 -52221.4 -12025.2 -43058.3 -7711.08 2548.61 -3037.98 49519.9 101933
internal_weight=0 112129 211 111918 1590 1217 373 1129 1090 53 1037 936 500 436 437 68 45 335 110328 1374 188 1186 258 100 69 928 567 537 99 57
internal_count=4073804 112129 211 111918 1590 1217 373 1129 1090 53 1037 936 500 436 437 68 45 335 110328 1374 188 1186 258 100 69 928 567 537 99 57
is_linear=0
shrinkage=0.1


Tree=3510
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 6 6 7 4 4 4 4 4 6 6 6 3 6 6 4 1 1 6 1 7 1 4 1 6
split_gain=4.47042e+11 2.08517e+13 4.81163e+13 7.23672e+13 6.73098e+13 5.58453e+13 5.74228e+13 3.87297e+13 3.26108e+13 6.26822e+13 7.99773e+13 6.13986e+13 2.82226e+14 4.45963e+13 2.57778e+13 5.32044e+13 3.27155e+13 2.88631e+13 2.44266e+13 4.62137e+13 4.02752e+13 5.63749e+13 3.91646e+13 3.95945e+13 3.60735e+13 1.11413e+14 6.48956e+13 1.0759e+14 5.45176e+13 5.606e+13
threshold=55.783232450000007 55.775215600000003 37.517483500000004 22.500000000000004 37.729575300000008 37.71815560000001 43.905000000000008 81.705000000000013 6.0000000000000009 16.500000000000004 20.500000000000004 27.500000000000004 26.500000000000004 14.500000000000002 39.995000000000012 38.995000000000012 37.505000000000003 13.500000000000002 37.005000000000003 39.810000000000009 20.500000000000004 37.543519500000009 37.600779750000008 36.605000000000011 37.631035900000008 6.0000000000000009 37.563506350000004 15.500000000000002 37.534144550000008 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 3 7 5 18 -7 8 11 13 -11 12 14 -10 15 16 -3 -16 22 20 21 -20 23 -4 26 -26 28 -28 -21 -30
right_child=-2 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15 17 -17 -18 -19 19 24 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3.1641768141840183 43.615703005809976 2005.0468111875828 -32298.973989291961 85050.650792738976 -5388.3606920108605 5070.1741371637663 121899.24506944444 40674.288356885721 15634.893758922408 -73841.122348225908 -7507.3241598091081 109879.92990025113 -319049.06214285718 141043.60539550782 -45711.63181997904 149728.5388392857 -92032.398760190234 39033.137118459301 -78883.756945407018 14068.922331791331 157449.03940972223 79421.125257240856 21413.822911037361 -176404.34401633524 -32586.637208323489 70109.277785422586 71109.254897652412 -153155.02362432066 -90987.428877314829 10211.367783994932
leaf_weight=2568115 1490295 189 143 68 9793 79 90 102 249 240 749 28 35 32 615 21 46 43 31 1359 36 82 133 22 529 132 306 23 108 111
leaf_count=2568115 1490295 189 143 68 9793 79 90 102 249 240 749 28 35 32 615 21 46 43 31 1359 36 82 133 22 529 132 306 23 108 111
internal_value=0 -25.1597 -3694.58 -16649 -1281.78 11348.8 67286.8 -19593.1 -22328.8 -11762.5 -23604.5 -36064 -40370.1 29916.3 -29698.5 -2774.36 -16402.3 -40173.6 8213.31 11194.2 65337.6 35992.4 -18965.1 -51513 8052.74 -12078.5 15030.6 55431.2 6607.4 -39694.9
internal_weight=0 2.58351e+06 15394 2417 12977 3184 169 2349 2247 1270 989 977 949 281 914 256 235 658 3015 2717 149 113 298 165 2568 661 1907 329 1578 219
internal_count=4073804 2583509 15394 2417 12977 3184 169 2349 2247 1270 989 977 949 281 914 256 235 658 3015 2717 149 113 298 165 2568 661 1907 329 1578 219
is_linear=0
shrinkage=0.1


Tree=3511
num_leaves=31
num_cat=0
split_feature=1 2 5 4 0 0 1 1 6 0 0 1 0 4 0 0 6 7 5 3 4 6 4 4 0 4 0 1 0 0
split_gain=4.74146e+11 4.76925e+12 8.75162e+12 1.78923e+13 7.80308e+12 1.18454e+14 2.94553e+14 3.33869e+13 3.12985e+13 4.50262e+13 3.90554e+13 3.71785e+13 1.48016e+14 6.4725e+13 3.38541e+13 3.1089e+13 4.09194e+13 3.14142e+13 3.58949e+13 3.04977e+13 2.97561e+13 2.80316e+13 2.77578e+13 6.80339e+13 5.80686e+13 5.47362e+13 4.94863e+13 6.48408e+13 9.63967e+13 6.72961e+13
threshold=37.343102500000008 2632.5000000000005 5.5000000000000009 8.5000000000000018 55.858844800000007 55.876067900000002 37.290808600000013 37.234509300000006 77.565000000000012 55.972700350000004 55.988910100000005 37.290808600000013 55.883833400000007 8.5000000000000018 55.988910100000005 55.850146250000009 96.050000000000011 6.0000000000000009 2.5000000000000004 8.5000000000000018 14.500000000000002 70.00500000000001 9.5000000000000018 13.500000000000002 55.696737300000009 24.500000000000004 55.348830750000012 37.318079750000003 55.685785750000008 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 21 -7 9 11 -10 -9 13 -13 -11 22 17 19 -19 -17 -8 -6 -1 -24 26 -26 -25 28 29 -28
right_child=-2 -3 3 -5 5 7 20 8 10 14 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=1288.2217942718225 14.096295921454981 42.147352134890511 -105982.07345872962 23344.7190625 3260.1794448198593 952.74088064062516 129878.57676339288 -9986.4806468434908 -53533.589173195585 -66552.327681892071 61854.244324100378 253982.29080882354 4472.2877184265426 64062.181368215468 -16478.454656765985 3338.4182332310106 -120119.33658511513 -65390.830337271342 6283.9902380601416 -71731.124033368644 59963.487528935184 -61840.581528645838 -13171.130979855956 -9853.0210124498972 -13319.319154769297 -648.65630515753037 15039.287892443253 -4581.4220814715136 45948.251709059608 -520.1413319505258
leaf_weight=30439 3479727 497659 23 20 560 20756 245 1342 264 167 33 34 858 38 705 654 38 205 106 59 81 75 5389 2872 5952 7981 4958 5588 649 6327
leaf_count=30439 3479727 497659 23 20 560 20756 245 1342 264 167 33 34 858 38 705 654 38 205 106 59 81 75 5389 2872 5952 7981 4958 5588 649 6327
internal_value=0 -82.5672 -726.278 -45830.1 -706.154 807.772 35239.3 -559.698 -9682.68 -6751.41 -40712.7 662.468 16029 153747 -26068.3 -1240.96 -18222.6 -14441.2 -40961.5 -2873.51 112507 -4428.89 -983.895 -2725.28 -1085.39 -6061.4 2314.18 4308.49 8471.11 6315.8
internal_weight=0 594077 96418 43 96375 25158 961 24197 3441 3144 297 2272 930 72 872 71217 1062 1024 311 713 326 635 70155 39716 34327 13933 20394 17522 11934 11285
internal_count=4073804 594077 96418 43 96375 25158 961 24197 3441 3144 297 2272 930 72 872 71217 1062 1024 311 713 326 635 70155 39716 34327 13933 20394 17522 11934 11285
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 4 4 6 1 3 6 6 6 1 1 3 6 7 5 6 4 6 5 6 6 6 3 4 4
split_gain=4.74301e+11 1.79728e+13 5.74399e+13 8.28283e+13 1.74367e+14 7.78961e+13 8.56532e+13 6.4435e+13 5.36439e+13 6.50614e+13 4.10459e+13 3.71253e+13 3.45994e+13 4.73201e+13 3.42325e+13 1.28102e+14 1.34593e+14 9.85204e+13 3.32568e+13 3.12932e+13 3.02656e+13 2.92365e+13 2.89836e+13 2.85614e+13 2.75182e+13 5.01751e+13 4.72404e+13 2.5993e+13 2.9615e+13 9.4644e+13
threshold=55.696737300000009 55.702806750000008 37.503969450000007 37.649344350000007 37.729575300000008 24.500000000000004 23.500000000000004 16.500000000000004 96.050000000000011 37.343102500000008 13.500000000000002 72.50500000000001 47.805000000000007 37.705000000000005 37.586700500000006 37.631035900000008 4.5000000000000009 42.875000000000007 6.0000000000000009 1.5000000000000002 116.05000000000001 8.5000000000000018 58.605000000000011 2.5000000000000004 40.610000000000007 56.805000000000007 62.010000000000012 12.500000000000002 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 7 5 10 6 14 21 9 -9 11 23 13 -11 17 16 -16 -4 -18 -19 22 -2 -6 -5 -8 -26 -27 28 29 -17
right_child=1 -3 3 4 20 -7 24 8 -10 12 -12 -13 -14 -15 15 27 18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-28.677210257379155 -7284.4137784671157 8.4510489615750668 -59850.625873161764 -106095.34844346375 1331.7189559599051 -71167.325144581991 128594.81599148526 -8229.0672790116932 -159946.50135788691 104702.390703125 25873.613783482142 -4196.0715820312498 85399.326512896834 -95240.907570043113 34666.186094702745 20275.207696972953 -124877.61331380208 201270.64903846156 -288120.07956730772 79983.827026575862 -107917.80025227864 -59598.596718308625 11764.478860412069 -226918.56338315221 921.54387114319616 205486.21645507813 59669.867460363057 61720.956237559723 42231.356541821784 -102833.57018407535
leaf_weight=2387437 153 1670171 51 131 8807 77 89 1041 21 20 28 31 126 29 41 432 24 26 26 117 24 354 3817 23 79 33 68 157 298 73
leaf_count=2387437 153 1670171 51 131 8807 77 89 1041 21 20 28 31 126 29 41 432 24 26 26 117 24 354 3817 23 79 33 68 157 298 73
internal_value=0 40.5991 3355.79 5424.56 2761.85 26948.8 31938.8 -13787.5 -1481.78 1254.87 -86963.5 -104042 57670.7 -13631.4 20882.8 13758.6 -99635.9 59478.2 -209764 102036 4272.88 -43811.5 4486.17 -124140 83109.1 60618.9 107313 24507.5 17231.6 2479.29
internal_weight=0 1.68637e+06 16196 14452 12861 1591 1514 1744 1237 1216 213 185 175 49 1245 1051 91 194 50 143 12648 507 12624 154 269 180 101 960 803 505
internal_count=4073804 1686367 16196 14452 12861 1591 1514 1744 1237 1216 213 185 175 49 1245 1051 91 194 50 143 12648 507 12624 154 269 180 101 960 803 505
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=31
num_cat=0
split_feature=1 2 6 6 6 6 5 5 6 0 4 6 0 0 6 4 6 0 4 3 4 6 0 1 1 4 6 3 6 0
split_gain=4.62636e+11 9.11401e+12 2.35278e+13 1.48442e+13 1.45929e+13 1.64094e+13 1.97185e+13 1.83025e+13 1.73454e+13 4.17551e+13 1.63859e+13 1.56308e+13 2.46547e+13 2.11155e+13 1.53575e+13 1.45267e+13 2.31975e+13 1.44991e+13 2.36944e+13 1.71538e+13 2.83696e+13 2.80296e+13 1.58244e+13 3.23165e+13 4.00159e+13 2.39649e+13 2.13188e+13 1.65484e+13 1.78837e+13 1.45905e+13
threshold=37.804148700000006 36.000000000000007 64.015000000000015 66.010000000000005 60.005000000000003 39.810000000000009 1.5000000000000002 1.5000000000000002 36.905000000000008 55.743464250000009 6.5000000000000009 50.410000000000004 55.806294650000005 55.81943720000001 53.705000000000005 10.500000000000002 40.905000000000008 55.749683450000006 4.5000000000000009 15.500000000000002 12.500000000000002 50.410000000000004 55.696737300000009 37.897576350000001 37.843405600000004 13.500000000000002 44.820000000000007 2.5000000000000004 57.995000000000012 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -2 9 -9 -6 12 15 -14 -13 16 -7 22 -19 20 21 -20 23 24 26 -26 -8 -28 -29 -22
right_child=1 -3 3 -5 10 6 17 8 -10 -11 -12 14 13 -15 -16 -17 -18 18 19 -21 29 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=58.881474916961622 1233.3857480246738 -6.7038846190985941 -31110.980981328317 -8054.7085553749412 -77326.738764880953 20882.129796875 49743.439887152781 -119898.52865625001 38472.170738976849 51434.784067234854 11828.769733062771 56273.039055129724 -111460.01856971155 -9189.1746567234859 -43116.792755681818 -11907.195651654118 -97094.487398437515 -98378.86163441051 11801.386386576885 -65452.467732007586 45213.022210907104 -16641.071394629085 -7903.7688404239379 -33109.810850499045 132563.62335937502 42065.821772416144 40445.441484375006 -21451.005780261079 -121647.19317255435 971.62094494047619
leaf_weight=1005148 4755 3052384 313 2589 21 25 54 25 242 33 1123 53 52 33 22 873 50 22 925 33 257 554 3714 118 40 109 30 79 23 105
leaf_count=1005148 4755 3052384 313 2589 21 25 54 25 242 33 1123 53 52 33 22 873 50 22 925 33 257 554 3714 118 40 109 30 79 23 105
internal_value=0 -19.2868 -2379.66 -10541.5 -608.106 -1618.7 -4694.62 2744.79 26700.5 -22415.8 10192.2 -16961.1 -20161.5 -71754.9 27118.7 -15535.5 -57768.9 -2452.95 4796.75 6007.99 7288.92 1147.48 -5751.58 11893.5 27745.4 66360.5 -3188.2 -24842.1 -44044.3 32380.6
internal_weight=0 3.06866e+06 16272 2902 13370 12226 7171 5055 300 58 1144 1108 1033 85 75 948 75 6063 1896 1874 1841 1479 4167 453 335 149 186 132 102 362
internal_count=4073804 3068656 16272 2902 13370 12226 7171 5055 300 58 1144 1108 1033 85 75 948 75 6063 1896 1874 1841 1479 4167 453 335 149 186 132 102 362
is_linear=0
shrinkage=0.1


Tree=3514
num_leaves=31
num_cat=0
split_feature=4 5 6 4 1 2 6 1 2 6 2 3 6 0 1 0 0 1 0 6 2 1 0 1 4 1 6 1 0 6
split_gain=4.45349e+11 6.08405e+12 1.28621e+13 2.65085e+13 2.72851e+13 2.05608e+13 1.87535e+13 3.25847e+13 1.67036e+13 1.65598e+13 2.80104e+13 1.57081e+13 1.55073e+13 2.0342e+13 1.19969e+13 1.1658e+13 1.15226e+13 1.51496e+13 1.11986e+13 9.73864e+12 1.94358e+13 6.25437e+13 1.39139e+14 5.27139e+13 5.44874e+13 5.13887e+13 4.4322e+13 5.30106e+13 4.29526e+13 4.56688e+13
threshold=21.500000000000004 2.5000000000000004 57.715000000000011 22.500000000000004 39.723160900000003 2632.5000000000005 52.990000000000002 37.631035900000008 3191.5000000000005 56.205000000000005 915.50000000000011 3.5000000000000004 32.805000000000007 54.73499850000001 37.318079750000003 56.818587550000011 59.905532300000012 30.260128500000004 55.710673100000008 64.015000000000015 36.000000000000007 37.488790500000007 55.840017500000009 37.503969450000007 30.500000000000004 37.475446350000006 79.710000000000022 37.401708450000008 55.676890650000011 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 19 3 4 5 -3 8 11 12 10 -9 -8 14 -14 -5 -10 18 -18 -15 -2 21 22 25 24 28 -21 27 -24 -23 -30
right_child=1 2 -4 6 -6 -7 7 9 15 -11 -12 -13 13 16 -16 -17 17 -19 -20 20 -22 23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=10.952015247675289 -78.218952870909888 45760.176270988806 502.10871414928164 25676.778622323498 -1953.2771958705359 138635.00223817569 -7800.6151077270515 -106396.76865826231 7973.2332403273822 19652.126095982145 -7025.5101920250618 46660.936182435871 55257.393212890631 1615.1278957201087 -55572.810463169648 82880.696648185491 -65884.360767227568 3498.1520915212809 -53489.808700856862 6381.4021283277962 -2709.8313006330172 18557.208593750001 73939.355691964287 -567.70253564693439 17432.81838700144 63287.045305803571 25394.652576864919 238030.89598958334 -146373.05062242446 20518.938750000001
leaf_weight=3671018 282047 67 76627 135 70 37 64 33 63 175 202 307 32 46 21 31 39 163 186 1703 34749 30 35 5486 76 175 31 45 91 20
leaf_count=3671018 282047 67 76627 135 70 37 64 33 63 175 202 307 32 46 21 31 39 163 186 1703 34749 30 35 5486 76 175 31 45 91 20
internal_value=0 -99.8174 691.377 9370.63 46314.4 78802.2 5076.57 15793.3 -6613.01 -3636.89 -20979.8 37266 -12550.7 -21686.4 14739.3 32676.8 -27359.7 -9897.48 -42563.8 -290.73 -1703 2845.41 18114.3 -2479.81 -50820.1 11684.1 126905 166241 -87608.9 -116302
internal_weight=0 402786 78298 1671 174 104 1497 781 716 410 235 371 622 466 156 94 434 202 232 324488 42441 7692 1989 5703 217 1878 111 80 141 111
internal_count=4073804 402786 78298 1671 174 104 1497 781 716 410 235 371 622 466 156 94 434 202 232 324488 42441 7692 1989 5703 217 1878 111 80 141 111
is_linear=0
shrinkage=0.1


Tree=3515
num_leaves=31
num_cat=0
split_feature=4 6 0 5 6 6 6 6 6 3 3 3 3 6 6 6 6 6 6 6 6 6 6 3 0 3 3 6 3 3
split_gain=4.97081e+11 3.30333e+12 4.30942e+12 5.46603e+12 2.96021e+12 2.72816e+12 2.58363e+12 3.28607e+12 4.83568e+12 3.8345e+12 2.29874e+12 5.5445e+12 2.83344e+12 2.28871e+12 2.23191e+12 1.43537e+13 7.34637e+12 8.29581e+12 1.01166e+13 6.04901e+12 4.4006e+12 3.58131e+12 6.21275e+12 3.71847e+12 3.10519e+12 2.56403e+12 4.68808e+12 4.88668e+12 2.54467e+12 1.79878e+12
threshold=38.500000000000007 74.015000000000015 55.858844800000007 2.5000000000000004 77.565000000000012 72.50500000000001 71.030000000000015 67.91500000000002 63.415000000000006 15.500000000000002 13.500000000000002 7.5000000000000009 19.500000000000004 66.50500000000001 48.025000000000013 45.995000000000012 45.005000000000003 40.905000000000008 43.605000000000011 51.405000000000008 53.995000000000012 37.995000000000012 36.405000000000008 34.500000000000007 55.806294650000005 28.500000000000004 12.500000000000002 60.005000000000003 14.500000000000002 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 5 -3 6 7 8 14 -10 11 -9 -12 -11 15 16 17 21 -19 28 -21 22 -2 24 -23 26 27 -22 -16 -6
right_child=1 4 -4 -5 29 -7 -8 10 9 13 12 -13 -14 -15 19 -17 -18 18 -20 20 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.59584725974616581 -6599.9136609433308 41217.784796874999 -46471.037727864583 43550.340836588548 24385.945034950659 -40423.647116815475 20878.912091064456 -33730.503365990422 59455.9459765625 -9821.6821061197916 -61924.207634943181 28887.767660757214 -18440.994117769282 33850.471899414064 -24254.009699358259 82142.982109375007 -56090.972310697114 79831.17510516828 -4147.6974731445316 24866.893374023439 -6222.8590429687501 -38668.973714717744 54647.538991477275 21995.639699388586 -10543.513191807828 -45580.451171875 9607.4657711753371 -58401.200725446433 -70303.554017857154 266.97574948230425
leaf_weight=4072619 67 25 24 24 38 21 40 31 20 30 22 26 47 20 28 20 26 26 32 40 50 62 22 23 107 20 79 28 21 166
leaf_count=4072619 67 25 24 24 38 21 40 31 20 30 22 26 47 20 28 20 26 26 32 40 50 62 22 23 107 20 79 28 21 166
internal_value=0 -2047.82 -4631.89 -3554.49 8739.86 -4799.55 -3956.14 -5128.99 -2525.15 22449.7 -20028.8 -5167.78 -32305.2 7647.18 -5210.61 -343.642 -4863.46 -934.504 33498 -12254.9 -5089.03 -8041.57 8539.91 -15727.8 -20861.7 -11858.7 -7562.97 -24953.5 -43989.5 4759.72
internal_weight=0 1185 956 932 229 908 887 847 721 70 126 57 69 50 651 385 365 339 58 266 217 281 89 192 169 177 157 78 49 204
internal_count=4073804 1185 956 932 229 908 887 847 721 70 126 57 69 50 651 385 365 339 58 266 217 281 89 192 169 177 157 78 49 204
is_linear=0
shrinkage=0.1


Tree=3516
num_leaves=31
num_cat=0
split_feature=3 1 0 6 0 0 6 0 4 6 4 3 3 4 0 7 5 4 6 2 4 6 3 6 6 6 6 1 4 1
split_gain=4.65567e+11 4.94326e+12 1.12538e+13 1.93018e+13 3.00358e+13 2.32579e+13 1.62545e+13 3.44394e+13 4.2318e+13 2.85344e+13 4.46516e+13 3.01133e+13 6.50167e+13 3.20429e+13 4.00208e+13 3.9818e+13 3.04994e+13 3.93819e+13 2.41005e+13 2.2815e+13 2.57418e+13 4.53727e+13 4.11804e+13 4.09127e+13 6.9968e+13 3.13416e+13 2.59888e+13 4.53879e+13 2.84334e+13 2.80137e+13
threshold=7.5000000000000009 37.131181300000009 59.864072000000007 120.05000000000001 54.724612400000005 59.848366150000011 69.605000000000004 59.982409200000006 23.500000000000004 80.720000000000013 22.500000000000004 19.500000000000004 16.500000000000004 20.500000000000004 59.905532300000012 6.0000000000000009 3.5000000000000004 13.500000000000002 68.515000000000015 3338.0000000000005 14.500000000000002 142.05000000000004 11.500000000000002 106.49500000000002 108.05000000000001 106.49500000000002 88.825000000000003 30.260128500000004 10.500000000000002 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 16 14 15 -14 -8 -18 -4 20 21 22 23 26 -25 -22 27 28 -11 -29
right_child=1 -3 6 4 5 -7 7 -9 -10 19 -12 -13 13 -15 -16 -17 17 -19 -20 -21 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-22.554581099631534 -1295.054686412157 131.421834812464 -248.90619586324911 -563.8488489895002 -57283.93747782478 -9094.2257922226127 13545.140325989456 -1081.3195374725763 -7264.7491775680382 2505.6445452008929 56137.533318751463 -54776.635611979167 214091.46605468751 -442.46015625000001 46019.459998312115 58607.743554687506 7102.1568129595589 -103381.39769381011 -15549.431611121743 36677.772344914709 -8074.8066905408241 -127298.7617357337 43928.622959484506 -161646.5239430147 -9101.7218442007215 19179.921233758127 29097.770940267965 68550.154351892605 -127589.12709495908 1365.1417436827996
leaf_weight=2818986 61797 1076607 92931 564 229 178 2670 11548 1729 28 269 63 40 48 81 28 85 52 1041 218 2166 23 371 34 260 524 628 71 42 493
leaf_count=2818986 61797 1076607 92931 564 229 178 2670 11548 1729 28 269 63 40 48 81 28 85 52 1041 218 2166 23 371 34 260 524 628 71 42 493
internal_value=0 50.6695 -437.171 -1514.87 -15504.4 -36208.3 148.789 2631.21 6951.71 9951.5 17072.7 13646.4 15081.4 70614.3 93505 150069 11184 -34833.2 -418.402 5061.36 3575.94 12324.2 13990.6 6852.48 -26743 -2765.71 14679 396.673 -75551.2 9822.83
internal_weight=0 1.25482e+06 178211 62768 971 407 115443 21471 9923 8194 3336 3067 3004 197 149 68 2807 137 93972 4858 4640 1950 1927 1556 294 2690 1262 634 70 564
internal_count=4073804 1254818 178211 62768 971 407 115443 21471 9923 8194 3336 3067 3004 197 149 68 2807 137 93972 4858 4640 1950 1927 1556 294 2690 1262 634 70 564
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=31
num_cat=0
split_feature=4 6 4 1 1 7 3 4 0 2 0 3 1 0 1 4 7 0 5 0 1 6 3 0 3 0 0 0 0 1
split_gain=4.70602e+11 5.67158e+12 1.36512e+13 1.39229e+13 2.70921e+13 2.16934e+13 3.43273e+13 3.23232e+13 2.65552e+13 3.82789e+13 2.13284e+13 1.94706e+13 1.5587e+13 5.34895e+13 5.30206e+13 4.11232e+13 4.0009e+13 3.25625e+13 2.13286e+13 1.43052e+13 1.77788e+13 1.37807e+13 1.25685e+13 1.24786e+13 1.17846e+13 1.17158e+13 1.16812e+13 2.6721e+13 4.03541e+13 3.25364e+13
threshold=28.500000000000004 62.625000000000007 31.500000000000004 37.331232350000008 37.563506350000004 6.0000000000000009 19.500000000000004 30.500000000000004 55.633951400000008 75.000000000000014 55.866549750000011 7.5000000000000009 37.682335600000009 55.834019500000004 37.702956500000006 30.500000000000004 6.0000000000000009 55.753967500000009 1.5000000000000002 55.743464250000009 30.389265100000003 35.010000000000012 27.500000000000004 59.882709350000006 9.5000000000000018 55.721784200000009 55.749683450000006 55.696737300000009 55.579943700000008 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 26 -5 13 15 25 16 -6 18 21 -2 23 -18 -9 -21 -17 -14 27 28 -7 -29
right_child=1 -3 -4 4 12 10 7 22 9 -11 -12 -13 14 -15 -16 24 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.0597454996842339 -36096.911726409315 1420.5858862921893 316.3514592150716 -103864.29251302085 100801.67081102644 -13858.159380384657 -120207.5976264106 -39917.247221942976 63934.678187358812 -29262.799016927085 59055.839440917975 5711.5803242187503 -141704.75821875001 165561.85425441578 -1948.3671038500379 -105406.61064453126 -48954.233385416672 115921.92447916669 -65381.143398030603 -76741.45460937501 43425.519544318704 27082.297031586746 36641.806536370357 7554.9337700737851 -22534.772413429055 -58657.570994251175 -32844.864062325614 -3667.3299541942579 -82705.877842261922 95700.677478027355
leaf_weight=4041054 51 11423 14925 24 56 450 36 51 166 60 32 50 25 23 3635 32 30 24 48 20 170 116 37 144 37 53 700 187 105 40
leaf_count=4041054 51 11423 14925 24 56 450 36 51 166 60 32 50 25 23 3635 32 30 24 48 20 170 116 37 144 37 53 700 187 105 40
internal_value=0 -377.545 -1340.65 -5203.61 -6383.24 -16118.1 3874.34 -40383.1 22167.4 39192 -21717.1 -29826.5 -1758.03 17931.1 -3698.84 8031.62 25407.5 6040.14 -7553.48 13232.4 20764.7 11458.4 -7727.65 -2725.11 -60968.1 -85275.3 -23461.2 -15061.4 -26883.4 13842.5
internal_weight=0 32750 21327 6402 6017 1938 424 124 300 226 1514 74 4079 366 3713 343 274 218 194 385 334 146 88 164 69 78 1482 782 555 227
internal_count=4073804 32750 21327 6402 6017 1938 424 124 300 226 1514 74 4079 366 3713 343 274 218 194 385 334 146 88 164 69 78 1482 782 555 227
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 0 3 6 0 0 7 6 4 3 0 1 6 6 6 7 6 0 6 6 7 4 0 1 1 0
split_gain=5.52459e+11 5.51535e+12 1.03016e+13 1.37086e+13 9.7764e+12 6.664e+12 6.03431e+12 5.88271e+12 6.22079e+12 7.15723e+12 5.72572e+12 9.87901e+12 4.85088e+12 4.68261e+12 1.3092e+13 1.59926e+13 8.31656e+12 9.51839e+12 1.45207e+13 9.40572e+12 8.988e+12 1.16661e+13 8.78653e+12 8.00073e+12 7.40813e+12 1.0003e+13 6.30313e+12 6.12971e+12 2.48283e+13 1.19059e+13
threshold=32.500000000000007 55.568628050000008 37.543519500000009 39.366401150000009 55.633951400000008 55.660117850000006 17.500000000000004 72.020000000000024 54.762682300000009 54.73499850000001 6.0000000000000009 72.50500000000001 33.500000000000007 5.5000000000000009 55.883833400000007 37.631035900000008 77.565000000000012 57.995000000000012 60.005000000000003 6.0000000000000009 68.00500000000001 55.749683450000006 51.015000000000008 37.310000000000009 6.0000000000000009 37.500000000000007 55.759969450000007 37.858952300000006 37.843405600000004 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -2 8 9 12 11 -4 -5 14 15 16 17 22 -19 -20 -21 -22 23 26 25 -17 -7 28 29 -15
right_child=1 4 3 7 5 13 -8 -9 -10 -11 -12 -13 -14 27 -16 24 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4254069001239884 6725.1114890296376 -32826.409738694027 -16393.700514131437 -63926.022656250003 26304.613129279322 -6617.2200106534092 -7509.5163220876675 10547.580777675084 -70295.830937499995 37367.911046875 30731.582637346542 60698.817755681826 -9383.137118675595 11887.419383896651 -7731.0124100606427 103850.79395380436 24316.216061268686 -98961.665665690103 45169.112215909088 -50145.282988556341 -37704.159971494933 44749.724432373048 33675.496971240944 -14853.87521104079 15946.834695521411 9532.3713068181823 68252.987652853262 2085.4017473337676 -24663.880227254638 -2765.5182176971684
leaf_weight=4056209 540 97 68 22 89 22 664 140 20 25 350 22 63 590 715 23 92 24 22 71 37 32 69 208 738 22 23 3085 503 9219
leaf_count=4056209 540 97 68 22 89 22 664 140 20 25 350 22 63 590 715 23 92 24 22 71 37 32 69 208 738 22 23 3085 503 9219
internal_value=0 -559.134 4508.53 14062.1 -1177.69 -980.693 -1125.21 -3676.18 -18994.1 -9666.48 24946.9 2451.14 -23500.1 -1137.41 3255.47 8935.39 -3349 -8359.24 -26369.6 -15615.2 -25167 535.323 2044.23 -6582.47 18348.7 57739.6 31649.8 -1825.35 -2995.31 -1884.16
internal_weight=0 17595 1914 710 15681 15584 1204 270 130 110 440 90 85 15495 2098 1383 600 508 186 162 140 69 322 253 783 45 45 13397 10312 9809
internal_count=4073804 17595 1914 710 15681 15584 1204 270 130 110 440 90 85 15495 2098 1383 600 508 186 162 140 69 322 253 783 45 45 13397 10312 9809
is_linear=0
shrinkage=0.1


Tree=3519
num_leaves=31
num_cat=0
split_feature=3 6 4 1 1 4 0 3 5 0 6 0 6 6 6 4 6 6 6 4 6 6 0 1 4 4 1 3 6 4
split_gain=5.18078e+11 2.93651e+12 2.74333e+12 6.87296e+12 1.83363e+13 3.61998e+13 6.02571e+13 2.98588e+13 2.29913e+13 1.73374e+13 4.27758e+13 2.61039e+13 3.24496e+13 2.37378e+13 2.71191e+13 3.6526e+13 1.85277e+13 1.95257e+13 3.75967e+13 1.59121e+13 1.51916e+13 2.46772e+13 1.42784e+13 4.89497e+13 1.61964e+13 1.73847e+13 1.36502e+13 1.99541e+13 1.8367e+13 1.48665e+13
threshold=22.500000000000004 19.050000000000004 28.500000000000004 37.768783500000005 37.600779750000008 29.500000000000004 55.753967500000009 13.500000000000002 3.5000000000000004 55.812023600000011 63.140000000000008 55.840017500000009 62.995000000000012 59.815000000000005 56.205000000000005 32.500000000000007 70.50500000000001 95.045000000000016 98.020000000000024 33.500000000000007 92.02500000000002 88.825000000000003 55.759969450000007 37.702956500000006 34.500000000000007 38.500000000000007 37.858952300000006 5.5000000000000009 65.805000000000021 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=2 -2 -1 4 8 6 7 -6 -4 13 11 -11 -13 14 22 -16 -12 -18 -19 -17 21 -15 24 -24 -7 -26 27 28 -5 -28
right_child=1 -3 3 26 5 9 -8 -9 -10 10 16 12 -14 20 15 19 17 18 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=2.5140637539093502 -35369.4638671875 372.03906916117904 -2435.4654325864954 -1161.0110608637729 39942.28982724472 1963.1588285702005 127866.97341544859 -44695.386890889837 91730.729296875012 52186.102196128049 -45993.201381959036 3257.2014989242944 85917.805365668406 12611.940782758829 -90800.353010878462 11435.816929265804 16945.656460184011 -141873.41325000001 18690.050429687501 -55263.847272995277 63961.619052181602 -63316.984123263894 -92576.562516741076 -4578.9849911929641 88680.929388020828 -19787.542862215909 -13895.319041066157 -15587.037879550106 53551.979580965912 644.70159445951776
leaf_weight=4010336 23 41328 9403 302 142 835 62 59 26 279 119 394 54 877 86 110 197 25 35 53 53 45 70 652 45 22 802 1585 77 5708
leaf_count=4010336 23 41328 9403 302 142 835 62 59 26 279 119 394 54 877 86 110 197 25 35 53 53 45 70 652 45 22 802 1585 77 5708
internal_value=0 352.159 -3.61124 -1114.27 275.034 5758.89 41682.6 15098.4 -2175.81 3367.61 14012 28174.4 13220.8 -754.847 -7341.79 -38071.8 -13371.2 1733.89 -48211.4 -10251.8 11898.8 8906.08 -2630.11 -13110.6 5758.93 53064.4 -3351.03 -10658.1 9954.82 -1146.56
internal_weight=0 41351 4.03245e+06 22117 13643 4214 263 201 9429 3951 1103 727 448 2848 1873 249 376 257 60 163 975 922 1624 722 902 67 8474 1964 379 6510
internal_count=4073804 41351 4032453 22117 13643 4214 263 201 9429 3951 1103 727 448 2848 1873 249 376 257 60 163 975 922 1624 722 902 67 8474 1964 379 6510
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 1 0 1 1 7 1 0 0 6 0 1 0 3 7 0 7 7 6 0 1 0 1 1 3 7
split_gain=4.66533e+11 6.52047e+12 1.26597e+13 8.36288e+13 6.39309e+13 2.17509e+14 8.4326e+13 1.06213e+14 6.48863e+13 1.00774e+14 8.26598e+13 7.11684e+13 9.46271e+13 8.63027e+13 6.47677e+13 1.2316e+14 8.01373e+13 6.10987e+13 5.14352e+13 4.88133e+13 1.31862e+14 9.92668e+13 4.75143e+13 4.56608e+13 4.53413e+13 5.34378e+13 5.0486e+13 6.6298e+13 6.60776e+13 4.82055e+13
threshold=37.873748150000004 12.500000000000002 13.500000000000002 44.685196900000008 55.728148450000006 30.438492500000006 55.539595350000006 37.374856000000008 30.362494150000003 6.0000000000000009 30.330566300000005 59.91832440000001 59.905532300000012 56.505000000000003 55.721784200000009 37.804148700000006 55.554045200000012 4.5000000000000009 6.0000000000000009 59.963561900000009 6.0000000000000009 6.0000000000000009 67.00500000000001 59.91832440000001 37.702956500000006 55.753967500000009 37.618684050000006 37.682335600000009 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 18 10 -10 -6 12 17 -13 16 22 -9 -11 -8 20 23 -21 -16 -12 25 26 -7 28 29 -28
right_child=-2 2 -4 4 5 24 7 14 9 11 19 13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-201.03585078883279 -19.994611078834133 -100268.94753757912 189.80819397941468 1306.428357653692 369.18214974436569 -53182.260995370372 41582.670820312502 -58890.62008946573 22472.753596237471 24444.547888275378 20038.041377667687 -20679.869234693484 104954.00902099611 -76133.175382863308 -34161.439278157552 33201.252371191025 19759.406981957731 -23613.999043839573 -77559.168813127792 77535.279234182104 137391.8103582974 7821.8064472255064 -96624.093676400546 -158544.35558416194 3472.2944544442689 28679.292239760951 98948.300807291671 24882.150221336284 59657.571936035158 261883.68338994565
leaf_weight=507113 3019657 79 521280 6696 7615 27 40 155 742 399 41 1486 80 346 300 200 789 785 385 243 116 1281 205 22 644 2847 30 91 64 46
leaf_count=507113 3019657 79 521280 6696 7615 27 40 155 742 399 41 1486 80 346 300 200 789 785 385 243 116 1281 205 22 644 2847 30 91 64 46
internal_value=0 57.2756 296.736 2461.04 2777.13 6371.25 -4150.87 -21770 316.075 -10626.6 4823.26 -18559.3 -306.403 -31153 -10281.4 -33214.4 6845.47 -7418.59 -66345.8 24739.8 74139.9 18937.5 -59517.6 -42324.1 27620.1 32628.5 76207.5 91331 134523 197567
internal_weight=0 1.05415e+06 547034 25754 25675 16905 8770 2074 13156 3838 9318 3096 1264 1832 1649 705 944 1184 425 1703 179 1524 505 63 3749 3105 258 231 140 76
internal_count=4073804 1054147 547034 25754 25675 16905 8770 2074 13156 3838 9318 3096 1264 1832 1649 705 944 1184 425 1703 179 1524 505 63 3749 3105 258 231 140 76
is_linear=0
shrinkage=0.1


Tree=3521
num_leaves=31
num_cat=0
split_feature=4 2 0 1 0 3 6 1 1 3 5 1 6 1 0 0 6 1 0 1 1 1 6 6 6 6 6 1 3 0
split_gain=4.81208e+11 3.76058e+12 1.20693e+13 3.63732e+13 1.73601e+13 1.86986e+13 1.81487e+13 2.26463e+13 2.65441e+13 1.61685e+13 3.21829e+13 1.76548e+13 2.48059e+13 1.16924e+13 9.78523e+12 4.30212e+13 4.25566e+13 3.35007e+13 3.08069e+13 5.59227e+13 5.49929e+13 9.20626e+13 1.43879e+14 2.88151e+13 5.22994e+13 2.23899e+13 2.20282e+13 3.9804e+13 2.16106e+13 2.95604e+13
threshold=5.5000000000000009 36.000000000000007 55.883833400000007 37.563506350000004 55.866549750000011 2.5000000000000004 39.995000000000012 37.600779750000008 37.543519500000009 1.5000000000000002 2.5000000000000004 37.543519500000009 65.00500000000001 37.543519500000009 55.834019500000004 55.840017500000009 55.405000000000008 37.401708450000008 55.81943720000001 37.442254400000003 37.563506350000004 37.586700500000006 55.805000000000007 97.020000000000024 78.605000000000004 49.895000000000003 72.50500000000001 37.618684050000006 4.5000000000000009 55.82518790000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 -6 8 -8 10 -4 12 -11 -7 18 16 25 -17 -1 -20 28 22 -22 24 -19 -16 27 -23 -21 -30
right_child=-2 -3 3 -5 5 13 7 -9 -10 11 -12 -13 -14 -15 15 17 -18 23 19 20 21 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1720.6255824240566 -21.49067333303838 80.263838966799099 -17153.892598684211 -120381.65163352274 30601.300772879466 1541.0568037974683 -63234.227190530713 -95072.745018279253 73269.209123011999 3549.1731953442586 112243.39687500001 -106240.63639322919 -114048.02380952382 46884.573635638764 -29874.143980594759 -97771.631985294123 -88211.559572914004 1864.2098094697985 106745.88193359376 -3857.6717176322477 27386.179427877287 -52914.251804287465 331761.40368750005 -100912.67932692308 138073.99948814657 54893.271774839741 84794.717194475452 25031.444526402513 -130982.63609375 -16681.92049636841
leaf_weight=18746 2928705 1123208 57 33 70 79 29 39 28 123 29 24 21 203 155 34 122 1008 64 332 41 83 25 26 29 39 42 311 35 64
leaf_count=18746 2928705 1123208 57 33 70 79 29 39 28 123 29 24 21 203 155 34 122 1008 64 332 41 83 25 26 29 39 42 311 35 64
internal_value=0 54.9645 -1243.12 -21615.1 -972.487 18507.4 -8120.49 -36355.1 3820.09 -8783.26 26480.1 -26834.7 -13600.4 34182 -1384.99 -9424.03 -41935 -58.9751 -809.641 16319.1 10116.1 32611.8 142680 3066.36 5673.36 -12833.3 15950.2 8611.41 -16085.3 -57091.3
internal_weight=0 1.1451e+06 21891 287 21604 448 166 96 57 254 86 168 144 282 21156 1413 316 1097 19743 997 933 502 66 1063 1037 194 436 394 431 99
internal_count=4073804 1145099 21891 287 21604 448 166 96 57 254 86 168 144 282 21156 1413 316 1097 19743 997 933 502 66 1063 1037 194 436 394 431 99
is_linear=0
shrinkage=0.1


Tree=3522
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 3 1 4 1 6 3 6 6 5 6 3 6 4 6 6 5 4 4 3 6 3 4 5 4 3
split_gain=4.37182e+11 6.1977e+12 1.79418e+13 2.10627e+13 4.4792e+13 3.07344e+13 2.23468e+13 6.70586e+13 3.88528e+13 4.98052e+13 4.85056e+13 3.50795e+13 2.15027e+13 5.80539e+13 3.77839e+13 3.53727e+13 3.01692e+13 2.61057e+13 2.45418e+13 4.94664e+13 2.65505e+13 2.49661e+13 5.97529e+13 2.43213e+13 2.39871e+13 4.59336e+13 2.7024e+13 2.138e+13 3.05471e+13 2.11167e+13
threshold=59.963561900000009 59.982409200000006 30.330566300000005 17.500000000000004 13.500000000000002 3.5000000000000004 30.277905650000005 4.5000000000000009 30.242318500000007 52.610000000000007 2.5000000000000004 70.50500000000001 63.140000000000008 1.5000000000000002 46.420000000000009 1.5000000000000002 48.025000000000013 10.500000000000002 71.030000000000015 76.605000000000004 2.5000000000000004 7.5000000000000009 5.5000000000000009 5.5000000000000009 66.50500000000001 4.5000000000000009 9.5000000000000018 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 2 3 4 6 -5 7 -2 10 -10 -9 -11 14 -14 -8 -16 -17 27 20 21 24 22 -20 -19 26 -26 -15 28 -18 -7
right_child=1 -3 -4 5 -6 29 12 8 9 11 -12 -13 13 18 15 16 17 23 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.5826582014253141 -121437.06731770834 6.708399195501066 -3999.5666097123099 -98920.823546006955 51343.947778436021 38813.414903846155 -13978.160082588394 -85239.615649414074 -18365.471744791666 246512.58137019232 63049.837714568668 83771.992766203708 -150382.5783482143 -71327.849710648152 103750.07224996315 98558.831782670459 72875.476364272399 -5782.2648906249997 109245.04375000001 -9276.543345115595 20748.370519488792 66958.532187435325 -87494.137232730267 119359.8684070122 -12963.790075092933 -131562.63716032609 65516.328603830647 -78238.063415948287 225.49104044117649 -33711.287511160714
leaf_weight=3866640 24 192989 11184 45 211 65 382 32 21 26 71 27 28 27 53 44 67 25 26 797 69 151 38 41 62 69 31 29 425 105
leaf_count=3866640 24 192989 11184 45 211 65 382 32 21 26 71 27 28 27 53 44 67 25 26 797 69 151 38 41 62 69 31 29 425 105
internal_value=0 -141.528 -2159.72 4719.86 7055.24 -25433.7 3412 35422.3 56691.3 111966 16979.3 163607 690.313 -7952.67 11214.3 25283.8 18693.1 12706.6 -4812.49 2206.45 -32344.1 44773.6 -7568.84 71957.5 -51727.1 -75431.9 1813 5200.74 10118.9 -5981.25
internal_weight=0 207164 14175 2991 2776 215 2565 201 177 74 103 53 2364 1298 1066 684 631 587 1270 1012 258 215 64 66 189 131 58 521 492 170
internal_count=4073804 207164 14175 2991 2776 215 2565 201 177 74 103 53 2364 1298 1066 684 631 587 1270 1012 258 215 64 66 189 131 58 521 492 170
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 1 0 0 7 0 7 6 3 4 1 4 3 4 3 4 6 4 4 6 4 4 1 4 4
split_gain=4.65406e+11 9.47928e+12 5.61761e+13 7.8137e+13 5.18813e+13 5.8435e+13 1.12085e+14 9.03999e+13 6.21789e+13 6.27065e+13 5.52112e+13 7.67565e+13 4.95719e+13 4.23289e+13 3.87143e+13 3.59094e+13 6.67742e+13 3.43573e+13 3.32421e+13 3.00773e+13 3.82693e+13 2.97025e+13 2.92921e+13 5.21494e+13 2.89207e+13 6.64269e+13 4.72187e+13 4.18877e+13 9.29046e+13 5.58733e+13
threshold=37.804148700000006 37.71815560000001 55.93962770000001 104.01000000000001 55.775215600000003 49.010000000000012 37.729575300000008 55.79439725000001 55.801384500000005 6.0000000000000009 55.922096200000006 6.0000000000000009 55.405000000000008 4.5000000000000009 14.500000000000002 37.780517050000007 9.5000000000000018 2.5000000000000004 7.5000000000000009 2.5000000000000004 20.500000000000004 84.00500000000001 14.500000000000002 12.500000000000002 62.995000000000012 12.500000000000002 16.500000000000004 37.740454950000007 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 4 15 -3 -6 7 -7 9 13 11 14 -12 -8 -9 21 -17 -13 -11 -16 -21 -4 23 -14 25 -10 27 28 29 -26
right_child=-2 2 3 -5 5 6 8 10 24 18 12 17 22 -15 19 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-39.720595861772416 -19.344476950690783 252.16802942593654 -10505.808922169621 -204498.09508928572 856.57112043981715 130607.05312934029 27467.509683362838 16072.093369101975 -12407.584602899966 66501.798789576482 64515.185832990683 169251.92113462937 -20571.116346153849 79902.186592545055 -28414.170525568185 -25802.167973239946 101618.40275440706 71866.825275029725 -3614.1807862522942 100047.67123401714 9630.0224520596585 -47450.81004746836 2858.3795997978059 -201569.79888671875 -31692.957771439986 21307.120462992429 -15175.977870064335 25511.930374393654 23324.543505294732 -162437.32790715146
leaf_weight=910905 3068656 72492 2660 21 9826 90 406 758 920 76 114 43 78 248 33 87 78 230 613 161 66 237 447 20 88 1602 1869 701 227 52
leaf_count=910905 3068656 72492 2660 21 9826 90 406 758 920 76 114 43 78 248 33 87 78 230 613 161 66 237 447 20 88 1602 1869 701 227 52
internal_value=0 59.0575 1013.8 -12262.2 1462.79 6163.88 12061.8 32620.9 5895.93 25172.1 28098.4 40120.4 4547.02 47351 27493.4 -10943.8 34433 87205.9 4119.95 60790.7 73758.8 -13528.2 -7996.78 -57509.6 1153.68 9008.34 -5591.11 11182.4 -16188.1 -80255.2
internal_weight=0 1.00515e+06 94243 3083 91160 18668 8842 2040 6802 1343 1950 1291 659 654 1018 3062 165 273 689 260 227 2897 545 98 5459 2522 2937 1068 367 140
internal_count=4073804 1005148 94243 3083 91160 18668 8842 2040 6802 1343 1950 1291 659 654 1018 3062 165 273 689 260 227 2897 545 98 5459 2522 2937 1068 367 140
is_linear=0
shrinkage=0.1


Tree=3524
num_leaves=31
num_cat=0
split_feature=4 6 6 2 0 1 1 6 4 4 1 3 7 1 5 3 1 1 0 3 1 1 0 0 4 0 0 0 3 6
split_gain=4.51604e+11 5.00146e+12 2.0796e+13 2.53168e+13 2.91345e+13 5.88103e+13 7.60641e+13 4.04642e+13 4.36916e+13 3.36527e+13 4.12422e+13 7.5806e+13 2.57761e+13 3.35853e+13 2.88158e+13 2.95002e+13 2.3451e+13 2.91747e+13 5.54532e+13 2.12916e+13 1.86284e+13 4.45639e+13 4.60336e+13 5.09532e+13 3.87036e+13 2.67267e+13 4.79495e+13 2.16876e+13 1.92716e+13 1.84791e+13
threshold=10.500000000000002 43.010000000000012 41.705000000000005 75.000000000000014 55.568628050000008 37.475446350000006 37.488790500000007 42.875000000000007 16.500000000000004 18.500000000000004 37.46219940000001 1.5000000000000002 6.0000000000000009 37.631035900000008 1.5000000000000002 11.500000000000002 37.343102500000008 37.401708450000008 55.791814000000009 9.5000000000000018 37.631035900000008 37.543519500000009 55.876067900000002 55.801384500000005 16.500000000000004 55.806294650000005 55.721784200000009 55.685785750000008 3.5000000000000004 44.010000000000012
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 5 -4 7 -7 -9 10 11 -6 14 -14 15 20 -11 18 -18 -20 21 25 23 -23 28 26 27 -12 -22 -3
right_child=1 29 3 -5 9 6 -8 8 -10 16 12 -13 13 -15 -16 -17 17 -19 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=25.764912786943199 -37.806719138507397 -2473.8848144466788 -32988.388005964945 2382.9643589206266 144657.70970052082 34018.24167770127 9121.5905944907845 218615.84034455131 68929.722916666666 43810.485588191106 -64669.31409970238 -3941.2091355112443 -23880.445394516923 29566.99104211056 602.2179805546017 -8625.1205781513945 17010.426655717332 203.0723886657982 -167721.84218750001 -54073.976806640625 33543.376634837965 -92715.447775723078 2733.3246818296375 -228676.72395833337 -108820.95697265626 33538.205049913195 -193106.86822916669 51542.151682692311 -34155.205581311682 -97.333162045885913
leaf_weight=2547999 487764 33907 185 64776 36 59 365 39 39 117 42 740 409 165 182 185 66 3086 34 32 54 94 31 39 60 45 21 26 190 933017
leaf_count=2547999 487764 33907 185 64776 36 59 365 39 39 117 42 740 409 165 182 185 66 3086 34 32 54 94 31 39 60 45 21 26 190 933017
internal_value=0 -43.0258 195.116 1792.64 -4237.75 15208 32969.6 96506.2 143773 -6600.54 -15852.4 2952.56 -25309.8 -8516.64 -35257.4 -43550.2 -167.23 -1766.17 -47804.7 -112620 -54283 -72050.2 -107006 -132584 -36866.5 -29269 -61025.4 -20235.5 -19172.7 -180.671
internal_weight=0 1.5258e+06 558881 71117 6341 687 502 137 78 5654 2319 776 1543 574 969 787 3335 3218 132 66 602 298 164 133 304 134 89 68 244 966924
internal_count=4073804 1525805 558881 71117 6341 687 502 137 78 5654 2319 776 1543 574 969 787 3335 3218 132 66 602 298 164 133 304 134 89 68 244 966924
is_linear=0
shrinkage=0.1


Tree=3525
num_leaves=31
num_cat=0
split_feature=1 1 0 3 6 6 0 0 6 0 4 0 4 6 6 6 6 0 6 0 3 6 6 3 6 0 6 6 0 4
split_gain=4.41638e+11 7.74633e+12 1.18284e+13 1.13354e+13 1.09282e+13 1.0009e+13 9.52612e+12 1.50262e+13 3.20454e+13 1.02682e+13 1.94257e+13 3.13874e+13 3.1577e+13 3.70704e+13 2.90781e+13 1.78588e+13 2.40457e+13 4.80197e+13 5.71899e+13 3.82801e+13 5.84786e+13 2.1522e+13 3.41902e+13 3.79897e+13 2.68857e+13 1.9634e+13 1.91129e+13 1.65406e+13 1.5927e+13 2.61647e+13
threshold=37.804148700000006 37.843405600000004 45.055912800000009 1.5000000000000002 104.01000000000001 32.805000000000007 56.638205000000006 56.041614100000011 57.995000000000012 55.922096200000006 16.500000000000004 55.972700350000004 18.500000000000004 70.00500000000001 57.005000000000003 108.05000000000001 74.615000000000009 55.721784200000009 76.605000000000004 55.622114900000007 10.500000000000002 84.810000000000016 95.045000000000016 10.500000000000002 83.010000000000005 55.753967500000009 138.05000000000004 79.015000000000015 55.93962770000001 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 -4 -5 7 9 -9 15 28 12 14 -14 -12 16 -7 19 -19 -18 -21 24 23 -23 25 -20 -17 -27 29 -11
right_child=1 -3 3 5 -6 6 -8 8 -10 10 11 -13 13 -15 -16 26 17 18 21 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=57.529739492426884 -36279.7636346496 -7.0604594065043829 4340.0113709177358 5254.2870908581626 75211.924005681823 -3637.8369056182873 -62015.408736746656 4177.2406915194751 145258.70580357144 -2658.7264383188467 -15242.450236714682 16556.373781331382 -27011.863913143381 82502.406538085954 -76897.054431094482 -78188.453808593753 2748.3410076840937 128827.06821120689 87723.828514049907 -162759.20185546877 25798.873114224141 42707.352688999374 -20323.640328414353 165225.86183076748 -82872.715482954547 -39189.401412013322 32657.596056547623 30724.638461143095 -14185.427021383584 44979.64947986872
leaf_weight=1005148 101 3051869 1971 1361 22 10162 28 69 21 613 120 144 136 40 211 60 289 58 31 38 29 99 54 34 33 61 21 76 763 142
leaf_count=1005148 101 3051869 1971 1361 22 10162 28 69 21 613 120 144 136 40 211 60 289 58 31 38 29 99 54 34 33 61 21 76 763 142
internal_value=0 -18.844 -2161.1 -1954.58 5122.34 -2914.51 -3748.42 -3625.79 37096.2 -3903.15 -10193.6 -24644.8 -36346.9 -2122.26 -54544.9 -2667.84 -2322.21 14347.8 36209.3 -13040.5 -81144.5 22364.4 46782 74027.9 -352.447 15856.9 -49450.6 -404.971 -3996.16 6301.07
internal_weight=0 3.06866e+06 16787 16686 1993 14693 13332 13304 90 13214 2169 651 507 176 331 11045 10964 802 446 356 67 388 187 133 201 168 81 137 1518 755
internal_count=4073804 3068656 16787 16686 1993 14693 13332 13304 90 13214 2169 651 507 176 331 11045 10964 802 446 356 67 388 187 133 201 168 81 137 1518 755
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 1 1 4 1 0 4 0 4 4 0 0 1 7 4 4 1 1 3 4 5 4 0 6 0 0
split_gain=4.3386e+11 3.8437e+12 2.26124e+13 4.35794e+13 3.38313e+13 3.49946e+13 3.46064e+13 4.36387e+13 3.45652e+13 3.82832e+13 2.87661e+13 2.85981e+13 2.41276e+13 2.09011e+13 3.75411e+13 4.26581e+13 2.83163e+13 2.72774e+13 1.51271e+13 1.41987e+13 1.27929e+13 2.95805e+13 2.01628e+13 2.42379e+13 4.80913e+13 2.7338e+13 1.46815e+13 1.27423e+13 1.95798e+13 1.03059e+13
threshold=39.305000000000007 39.995000000000012 55.60524465000001 55.539595350000006 47.504912950000005 37.488790500000007 37.563506350000004 25.500000000000004 37.600779750000008 55.801384500000005 19.500000000000004 55.749683450000006 28.500000000000004 23.500000000000004 55.866549750000011 55.850146250000009 37.631035900000008 6.0000000000000009 11.500000000000002 17.500000000000004 37.618684050000006 37.682335600000009 14.500000000000002 13.500000000000002 1.5000000000000002 18.500000000000004 55.791814000000009 39.810000000000009 55.783232450000007 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -8 -11 -7 -9 14 15 20 -15 -18 -17 -5 -10 22 23 24 -22 26 -25 28 -13 -19
right_child=1 -3 4 19 -6 6 8 12 13 10 -12 27 -14 16 -16 18 17 29 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=55.641011012894502 -1978.6489704511287 -6.2011033435527994 -917.11271397370365 -13200.738019322433 -5949.5678863731891 -63275.854821428577 -147898.64279513891 197061.55315290182 -21173.706961137825 -39102.754350328949 90226.823009672633 115525.22188058037 71964.592291891167 -77394.791173537247 3043.6049156151162 28317.636123285061 -35904.100538244915 28005.435936857528 102131.59489916425 -35549.033151784468 156239.96242897728 15649.103758883364 143233.73099524455 -48244.583156250003 -6373.6370558215731 92943.7890625 34216.55453330592 2324.1175116644968 31902.288211495536 2756.8829976212055
leaf_weight=1042701 21995 2991604 5992 781 4138 35 27 21 78 95 21 35 58 47 2018 41 172 190 86 447 44 1688 23 50 31 34 38 90 140 1084
leaf_count=1042701 21995 2991604 5992 781 4138 35 27 21 78 95 21 35 58 47 2018 41 172 190 86 447 44 1688 23 50 31 34 38 90 140 1084
internal_value=0 -19.1405 -999.157 -3002.22 1858.87 4520.86 9822.57 39093.6 7898.92 -40652.2 -15689.6 21680.7 105218 9133.42 12798.3 22114.5 -1007.08 1475.79 78301.9 -21335.7 18521.4 20144.2 54633.8 44289.7 89026.3 16787.6 -12636.4 32901.4 48626.9 6522.37
internal_weight=0 3.0311e+06 39499 23223 16276 12138 6146 379 5767 143 116 300 79 5624 4131 2113 1493 1446 127 1228 1986 1908 220 197 75 122 88 265 175 1274
internal_count=4073804 3031103 39499 23223 16276 12138 6146 379 5767 143 116 300 79 5624 4131 2113 1493 1446 127 1228 1986 1908 220 197 75 122 88 265 175 1274
is_linear=0
shrinkage=0.1


Tree=3527
num_leaves=31
num_cat=0
split_feature=5 4 6 4 5 1 1 0 0 4 6 4 2 3 3 5 1 0 6 7 3 1 1 0 0 3 4 6 3 4
split_gain=4.2675e+11 4.01796e+12 7.92237e+12 6.66628e+12 1.31932e+13 1.15197e+13 8.78055e+12 1.15686e+13 1.86454e+13 6.08688e+12 1.78263e+13 1.71826e+13 1.93756e+13 2.14764e+13 1.46697e+13 2.07774e+13 2.32053e+13 1.51745e+13 2.14419e+13 1.33978e+13 1.18795e+13 1.1687e+13 9.88134e+12 7.12137e+12 1.45726e+13 3.84389e+13 2.60289e+13 2.60884e+13 1.19317e+13 2.62851e+13
threshold=4.5000000000000009 25.500000000000004 116.05000000000001 23.500000000000004 5.5000000000000009 39.735861600000007 38.977585500000011 45.063245050000006 59.838047850000002 19.500000000000004 87.395000000000024 18.500000000000004 2828.5000000000005 16.500000000000004 4.5000000000000009 5.5000000000000009 38.958307950000012 57.113979900000011 156.15000000000003 6.0000000000000009 6.5000000000000009 39.01296365000001 37.442254400000003 59.950512650000007 59.91832440000001 8.5000000000000018 7.5000000000000009 91.02500000000002 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 9 5 6 7 -5 -9 11 20 23 -13 -14 -12 16 22 18 19 -18 -11 -20 -16 24 -2 26 27 -26 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 14 12 13 -15 15 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.9269475279604933 1.5196953039026249 -70586.217764945657 11544.753580729168 -6220.4701276506703 -59819.761756480824 500.70623538477895 82926.131076388891 127566.01385869566 12301.188609483506 -124596.51380905877 67100.596209490745 122117.43860677083 75795.140973772315 -49202.337760416674 -24373.404152960527 78487.294010416663 129144.20669642858 -66559.666286057691 43993.657877604172 25000.666666666668 -27801.53857421875 -38979.865587957975 -93628.064609375011 -8526.8185680674487 87144.436477864583 128281.35894601006 -68537.849268173595 20283.068767855886 65821.431070963547 -13090.353170758928
leaf_weight=4059415 11799 23 24 56 22 147 36 23 36 21 27 24 28 27 38 24 21 26 24 30 32 58 45 843 45 28 41 443 48 350
leaf_count=4059415 11799 23 24 56 22 147 36 23 36 21 27 24 28 27 38 24 21 26 24 30 32 58 45 843 45 28 41 443 48 350
internal_value=0 543.629 -28647 639.29 14910.7 20427.7 39826.9 26334.9 57234.9 313.598 -12785.3 644.997 47147.1 14432.7 -3131.5 -10260.3 -19061.7 3311.4 16970.4 67883.3 -66154.3 -14694.9 -61921.1 374.815 963.185 12844.5 9357.77 12962.4 8993.11 -3573.35
internal_weight=0 14389 47 14342 320 298 151 115 59 14022 346 13676 79 55 293 266 242 159 133 51 53 82 83 13597 12754 955 927 886 841 398
internal_count=4073804 14389 47 14342 320 298 151 115 59 14022 346 13676 79 55 293 266 242 159 133 51 53 82 83 13597 12754 955 927 886 841 398
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=31
num_cat=0
split_feature=6 4 1 1 4 4 3 0 5 1 0 1 4 1 5 3 1 1 0 5 4 3 3 1 4 5 0 1 0 1
split_gain=4.27824e+11 1.00086e+12 3.89567e+12 5.2059e+12 1.49209e+13 4.49229e+12 8.16112e+12 1.31418e+13 7.80897e+12 6.98958e+12 2.5162e+13 2.02125e+13 7.36441e+12 4.45625e+12 4.9341e+12 8.93636e+12 1.08958e+13 7.72265e+12 5.25953e+12 6.40635e+12 5.22649e+12 7.08401e+12 3.74701e+12 6.30261e+12 3.42098e+12 3.12149e+12 6.09042e+12 7.41426e+12 7.20445e+12 6.94995e+12
threshold=247.90000000000001 9.5000000000000018 30.389265100000003 37.331232350000008 16.500000000000004 13.500000000000002 4.5000000000000009 56.288960650000007 3.5000000000000004 47.504912950000005 54.962581500000006 43.997056950000008 10.500000000000002 37.534144550000008 3.5000000000000004 4.5000000000000009 45.126607350000008 39.105193450000009 45.053967500000006 4.5000000000000009 17.500000000000004 12.500000000000002 12.500000000000002 37.978059650000013 14.500000000000002 3.5000000000000004 59.856552950000008 37.858952300000006 45.029425500000009 47.504912950000005
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 -4 6 8 9 -5 11 -11 12 -8 -7 15 -15 17 22 19 -16 21 -20 23 -17 -3 -2 27 -27 29 -29
right_child=1 2 3 5 -6 13 7 -9 -10 10 -12 -13 -14 14 18 16 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.90761448306690584 2482.3831063173657 62936.324433593756 -73053.809472656256 6345.6668629365813 26904.653376116075 41785.81778125 -3691.900390625 96242.598338826501 -64737.819648437508 109634.87824622844 -24513.689612268521 -76988.557062500011 59424.455805121528 30381.88116776316 72477.484698220956 24278.058821614584 4860.6776684570314 -95365.749524456522 -1232.6739681603776 8904.5429381127451 -37160.843504464283 39300.154589843754 -56321.637316894536 -47465.463433593752 8785.9007114955366 32944.424785539217 -44304.016391225967 -17110.548406862745 -658.05790408193786 -79081.777130681832
leaf_weight=4070611 1358 20 32 68 28 25 38 24 20 29 27 25 36 38 23 24 80 23 424 51 35 48 32 25 28 51 39 102 418 22
leaf_count=4070611 1358 20 32 68 28 25 38 24 20 29 27 25 36 38 23 24 80 23 424 51 35 48 32 25 28 51 39 102 418 22
internal_value=0 1157.08 3434.17 2274.09 -26406.5 3845.63 15125 27383.5 -9809.67 16721.4 44956.1 750.245 27013.4 208.432 -1086.01 -13767.1 -22884.9 -44227.6 3759.45 28663.7 124.505 2889.31 -29706.9 -12325.8 31348.6 -219.476 -6025.05 -3507.55 -6937.53 -28105.4
internal_weight=0 3193 1203 1155 60 1095 267 179 88 155 56 99 74 828 803 222 184 104 581 74 507 472 81 49 48 1990 632 593 542 124
internal_count=4073804 3193 1203 1155 60 1095 267 179 88 155 56 99 74 828 803 222 184 104 581 74 507 472 81 49 48 1990 632 593 542 124
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 4 1 6 6 6 1 0 5 4 1 1 7 4 6 1 6 6 6 6 6 6 6 6 3 6
split_gain=4.25697e+11 2.9418e+12 7.50493e+12 1.16208e+13 9.38693e+12 1.18066e+13 9.48456e+12 8.78092e+12 8.68525e+12 9.59993e+12 1.26056e+13 7.70962e+12 1.59016e+13 1.84124e+13 1.63951e+13 2.62293e+13 2.87746e+13 1.96513e+13 1.90936e+13 1.56727e+13 1.47893e+13 1.11458e+13 1.7353e+13 2.6494e+13 2.59319e+13 1.2152e+13 1.07378e+13 1.01964e+13 1.79091e+13 1.01762e+13
threshold=54.94110555000001 54.962581500000006 4.5000000000000009 1.5000000000000002 54.944948950000004 4.5000000000000009 82.956351500000011 86.030000000000015 87.395000000000024 87.015000000000015 82.962856350000024 54.947152850000002 2.5000000000000004 9.5000000000000018 82.965501500000016 82.973036600000015 6.0000000000000009 10.500000000000002 73.995000000000019 82.961694200000011 87.015000000000015 69.015000000000015 66.50500000000001 65.00500000000001 63.705000000000005 59.815000000000005 59.010000000000012 73.995000000000019 5.5000000000000009 79.710000000000022
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 3 -2 6 -6 7 -5 9 -8 -11 -4 13 21 19 16 -16 -17 -18 27 26 22 23 24 25 -13 -21 -14 -29 -30
right_child=1 -3 11 4 5 -7 8 -9 -10 10 -12 12 14 -15 15 17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=47.188280237010439 -1623.251876788303 3.3348525629789743 -498.36123006129884 9181.0299058284927 -6752.2851004521845 3404.9388236267587 -982.08563767044643 64652.427187499998 -21166.830298088593 17107.229625589622 -28928.340788246267 7218.6464214986163 17363.189499070282 -4933.2074290500805 13043.263689466121 2725.6877257066162 41650.035714285717 -73773.046093750003 124372.89189967106 42236.564224137932 -90287.420581896557 -56101.797800925924 78262.750111607151 -59723.878193530698 59062.738052398992 -63326.015874999997 -20568.821034364446 -67296.33756944444 -12503.679978264703 25090.936646864153
leaf_weight=1301151 17828 2612784 81590 585 1212 20514 15491 30 206 530 67 1050 271 15959 526 2719 105 34 38 29 29 27 35 57 99 25 444 45 216 108
leaf_count=1301151 17828 2612784 81590 585 1212 20514 15491 30 206 530 67 1050 271 15959 526 2719 105 34 38 29 29 27 35 57 99 25 444 45 216 108
internal_value=0 -22.1445 -438.561 488.657 1463.19 2838.31 -303.669 11887 -763.792 -502.54 11940.8 -944.852 -2614.69 -4003.32 2634.34 6096.74 23856.8 1780.92 63632.3 -7740.73 -20968.2 7473.96 8829.84 6855.71 10088.3 5578.07 -16718.2 2634.56 -8182.41 27.8589
internal_weight=0 2.77265e+06 159869 56463 38635 21726 16909 615 16294 16088 597 103406 21816 17252 4564 3422 669 2753 143 1142 502 1293 1266 1231 1174 1075 473 640 369 324
internal_count=4073804 2772653 159869 56463 38635 21726 16909 615 16294 16088 597 103406 21816 17252 4564 3422 669 2753 143 1142 502 1293 1266 1231 1174 1075 473 640 369 324
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 2 6 6 6 0 6 1 6 4 5 3 0 6 6 6 1 2 4 6 3 6 3 4 6 4
split_gain=4.73491e+11 4.34036e+12 1.07171e+13 2.68848e+13 3.68212e+13 4.34896e+13 4.81153e+13 3.6058e+13 4.28446e+13 4.97617e+13 3.27543e+13 7.37387e+13 7.08366e+13 3.09354e+13 2.87741e+13 2.73924e+13 2.39347e+13 2.03304e+13 2.00049e+13 2.36661e+13 1.96864e+13 1.71827e+13 3.23491e+13 1.83001e+13 6.63544e+13 3.12024e+13 7.83973e+13 2.78213e+13 2.37703e+13 2.01845e+13
threshold=7.5000000000000009 37.131181300000009 37.401708450000008 55.696737300000009 55.728148450000006 75.000000000000014 78.605000000000004 108.05000000000001 77.010000000000005 55.702806750000008 84.00500000000001 37.374856000000008 89.00500000000001 22.500000000000004 2.5000000000000004 15.500000000000002 44.878071950000013 65.805000000000021 75.010000000000005 66.50500000000001 37.374856000000008 75.000000000000014 9.5000000000000018 86.030000000000015 11.500000000000002 77.565000000000012 18.500000000000004 10.500000000000002 76.00500000000001 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 16 5 6 15 8 14 13 -11 -12 -13 -10 -7 17 -3 -5 19 -16 -18 22 -22 25 -25 27 -27 -24 -29 -26
right_child=1 2 -4 4 -6 7 -8 -9 9 10 11 12 -14 -15 18 -17 20 -19 -20 -21 21 -23 23 24 29 26 -28 28 -30 -31
leaf_value=-22.7457113918699 -406.02497467083799 -6155.8364335040142 58.144206881074922 -36086.737110161783 455.15704322415013 -6696.59361063904 80684.063912259619 125963.10835937499 91201.458162913608 -112464.14766414143 -125068.65057444852 142042.08437500001 -63810.978638392866 -22049.699237575303 -14119.48865966797 -137014.97673399391 3830.4943408336617 -124606.1228450521 -21992.480640243903 86775.975962201293 -68220.879069767441 -6710.1190676202696 135576.67657226563 -150399.33532366072 117268.23318452382 132526.83263950894 -68061.405833604615 18351.195853186098 -84029.106385869571 -16977.252604166668
leaf_weight=2818986 178211 2190 1027978 192 20994 1538 26 20 34 99 51 32 35 83 32 41 20884 30 41 85 43 347 20 28 21 70 27 1619 23 24
leaf_count=2818986 178211 2190 1027978 192 20994 1538 26 20 34 99 51 32 35 83 32 41 20884 30 41 85 43 347 20 28 21 70 27 1619 23 24
internal_value=0 51.0989 126.767 1577.39 -870.806 -12772.2 -49088.8 -7652.4 -8968.81 -41705.9 -70048.3 -34462.2 34506.9 10860.9 -2521.77 -61918.1 3835.61 -48048.8 38116.7 59180.6 4782.6 13731.2 17514.2 19526.6 -29534.3 21562.6 76693 18345 16917.1 45670.6
internal_weight=0 1.25482e+06 1.07661e+06 48629 23333 2339 289 2050 2030 334 217 118 67 117 1696 263 25296 222 158 117 23106 2222 1875 1832 73 1759 97 1662 1642 45
internal_count=4073804 1254818 1076607 48629 23333 2339 289 2050 2030 334 217 118 67 117 1696 263 25296 222 158 117 23106 2222 1875 1832 73 1759 97 1662 1642 45
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 6 4 6 3 4 4 0 6 4 4 0 5 6 0 4 6 3 6 6 7 3 6 4 3
split_gain=4.75137e+11 3.64177e+13 2.39073e+13 4.3305e+13 4.15827e+13 5.00483e+13 5.37145e+13 5.32281e+13 4.16611e+13 3.89459e+13 2.83476e+13 2.34534e+13 5.45478e+13 4.15289e+13 3.46613e+13 2.96609e+13 5.82922e+13 3.624e+13 3.40949e+13 2.73063e+13 4.7288e+13 2.38315e+13 1.95618e+13 1.90291e+13 2.4274e+13 1.86657e+13 1.97035e+13 1.8205e+13 3.53614e+13 1.72154e+13
threshold=39.843340650000009 39.873894000000007 90.045000000000016 44.685196900000008 57.60122925000001 57.634352600000007 112.00500000000001 8.5000000000000018 93.050000000000011 4.5000000000000009 7.5000000000000009 8.5000000000000018 57.60122925000001 65.00500000000001 13.500000000000002 6.5000000000000009 44.739668300000005 2.5000000000000004 68.515000000000015 43.6005307 9.5000000000000018 60.005000000000003 2.5000000000000004 58.995000000000012 43.905000000000008 6.0000000000000009 4.5000000000000009 69.605000000000004 5.5000000000000009 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 11 -4 -5 7 10 8 -6 -10 -7 15 19 -14 22 27 -17 18 21 20 -13 -18 -15 24 -22 29 -27 -2 -29 -9
right_child=1 -3 3 4 5 6 -8 25 9 -11 -12 12 13 14 -16 16 17 -19 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-36.823260027845144 1877.2587269453152 -2.2827355343680007 151761.77371875002 -21842.117354982998 152893.89140625001 77491.707587594705 -177077.31281250002 125176.87637246621 40330.969831986862 -39672.601033266132 -41455.834214154413 -145504.21903409093 16428.474027428263 9678.7670692845404 3189.5407942708334 -147887.85148413872 1690.0654819264132 -44128.528485972296 46510.224357664127 4579.9731939775638 -26980.172203125003 -31360.6872805905 87677.633221114316 -50408.42514851888 118857.67743675596 81686.845089285722 214323.20904947916 13830.391698831225 114730.3331397804 35575.727646233056
leaf_weight=1883763 6635 2174960 25 193 23 33 20 37 176 93 51 33 1157 38 90 31 748 247 129 4011 25 308 209 48 21 21 24 567 37 51
leaf_count=1883763 6635 2174960 25 193 23 33 20 37 176 93 51 33 1157 38 90 31 748 247 129 4011 25 308 209 48 21 21 24 567 37 51
internal_value=0 31.6735 4928.79 22369.9 17889.5 32385.2 -29793.9 47600.8 23716.6 12671.7 5273.56 4019.87 9047.9 25426.5 56318.9 765.697 -12221 -9284.11 -2021.18 3134.49 -42517.6 -7949.74 75677.8 -6362.74 39598 100038 152426 3390.31 20011.3 73248.9
internal_weight=0 2.19004e+06 15081 747 722 529 104 425 292 269 84 14334 5632 1494 337 8702 1463 1432 1185 4138 127 1056 247 94 46 133 45 7239 604 88
internal_count=4073804 2190041 15081 747 722 529 104 425 292 269 84 14334 5632 1494 337 8702 1463 1432 1185 4138 127 1056 247 94 46 133 45 7239 604 88
is_linear=0
shrinkage=0.1


Tree=3532
num_leaves=31
num_cat=0
split_feature=2 1 4 0 7 4 6 6 0 6 6 6 5 4 6 3 0 1 6 3 0 5 6 6 0 3 6 1 4 6
split_gain=4.78134e+11 3.55883e+12 5.25642e+12 6.83131e+12 8.37275e+12 6.45003e+12 7.24911e+12 5.16252e+12 3.94753e+12 3.10692e+12 5.80485e+12 1.0178e+13 4.28172e+12 3.04661e+12 3.59733e+12 2.95756e+12 2.95238e+12 9.86556e+12 3.2153e+12 8.95519e+12 2.64695e+12 1.0111e+13 1.60073e+13 1.84003e+13 1.55904e+13 1.57382e+13 2.02296e+13 1.72299e+13 1.82887e+13 1.52076e+13
threshold=3338.0000000000005 91.443676550000006 6.5000000000000009 53.715816400000008 6.0000000000000009 3.5000000000000004 57.995000000000012 63.855000000000011 52.960348700000004 118.04500000000002 83.010000000000005 73.41500000000002 2.5000000000000004 4.5000000000000009 57.995000000000012 3.5000000000000004 61.686687400000004 65.593879100000024 66.990000000000023 1.5000000000000002 57.634352600000007 1.5000000000000002 62.625000000000007 247.90000000000001 58.010305850000002 1.5000000000000002 156.15000000000003 56.128886000000001 10.500000000000002 90.045000000000016
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 16 3 8 5 6 -5 -4 15 10 11 12 -7 -10 -15 -3 -1 -18 19 -19 -2 22 -22 -24 25 26 -23 28 -27 -26
right_child=20 2 7 4 -6 9 -8 -9 13 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 24 23 -25 29 27 -28 -29 -30 -31
leaf_value=-31.485230387207821 0.2763906098657522 -2102.8377528599331 2637.3115634332339 18245.834867449503 75098.260820312498 10699.112601379053 77986.070699508113 -13991.295335978488 996.42332413044392 46572.996640625002 -30581.533789062501 67711.185937500006 -3854.3135220142121 -9662.0814693250159 -46086.898248106067 43087.061979166669 24413.398286409199 37315.313451086957 -54639.707651839723 -32848.027442528743 -546.40069809832437 -3037.5294436218292 -53731.533300133087 23788.520217168902 584.40833954303025 1270.377618025371 97774.860234374995 5732.8600608097404 -17792.04782836252 -6373.2806885955179
leaf_weight=2403542 1508699 28 586 82 20 714 27 274 235 20 40 28 282 152 33 30 53 23 31 87 57077 4186 113 42 70943 5600 20 16997 553 3287
leaf_count=2403542 1508699 28 586 82 20 714 27 274 235 20 40 28 282 152 33 30 53 23 31 87 57077 4186 113 42 70943 5600 20 16997 553 3287
internal_value=0 -28.5191 3704.57 6941.75 10931.7 9855.95 33043.9 -2660.64 -3183.29 7524.32 6790.32 8250.16 6578.56 -6560.34 -16159.5 21271.2 -32.4809 -12368.3 -26194 -18177.5 41.1541 429.474 -633.552 -32726.1 1028.37 3069.05 -2558.16 4091.43 -442.855 276.313
internal_weight=0 2.40629e+06 2551 1691 1213 1193 109 860 478 1084 1064 1024 996 420 185 58 2.40374e+06 194 141 110 1.66752e+06 158818 57232 155 101586 27356 4206 23150 6153 74230
internal_count=4073804 2406287 2551 1691 1213 1193 109 860 478 1084 1064 1024 996 420 185 58 2403736 194 141 110 1667517 158818 57232 155 101586 27356 4206 23150 6153 74230
is_linear=0
shrinkage=0.1


Tree=3533
num_leaves=31
num_cat=0
split_feature=6 0 0 3 4 4 1 6 1 6 0 1 1 1 3 6 6 1 6 1 7 3 6 1 1 4 6 1 6 0
split_gain=4.99725e+11 3.29858e+12 8.99857e+12 7.30072e+12 2.23336e+13 2.25183e+13 3.78303e+13 2.40174e+13 3.8878e+13 6.29379e+13 4.07039e+13 3.65783e+13 3.08112e+13 3.29481e+13 3.57888e+13 2.90409e+13 2.9832e+13 2.51748e+13 2.82047e+13 2.50846e+13 2.34044e+13 2.04225e+13 2.45153e+13 2.00292e+13 3.54843e+13 6.63478e+13 2.85292e+13 2.25033e+13 4.75025e+13 2.24038e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 2.5000000000000004 7.5000000000000009 11.500000000000002 30.277905650000005 37.705000000000005 30.315889700000003 37.005000000000003 59.905532300000012 30.410676000000006 30.362494150000003 30.323041000000003 4.5000000000000009 36.905000000000008 33.005000000000003 30.389265100000003 38.995000000000012 30.425503950000003 6.0000000000000009 4.5000000000000009 34.905000000000008 30.362494150000003 30.303340300000002 6.5000000000000009 27.215000000000003 30.370944000000005 35.995000000000012 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 20 12 13 14 -9 16 -12 18 -14 -13 -8 -18 -23 24 -5 26 -26 28 -25 -28
right_child=-2 2 -4 4 5 -7 7 11 -10 -11 15 19 17 -15 -16 -17 21 -19 -20 -21 -22 22 -24 27 25 -27 29 -29 -30 -31
leaf_value=4.0113064104259379 -24.045060368755724 4362.197750358514 -272.66586847198056 939.45569562453011 22533.474717773533 589.36685060501043 67000.703552576015 61922.300793004921 3787.7859327094902 -155589.87189797795 -4777.5239106172367 -121516.20849609375 195144.71079545456 -7141.7867684994098 11812.086505840729 59921.560681152347 -111755.00641837285 27382.440177990142 64401.534386837127 -6863.2370347243095 -5219.6721675404333 -90184.378168045849 -19179.806420988862 171089.20192057293 61423.552805830797 -113865.96926651921 10810.607279768319 -1536.2246834268944 4224.0376408981065 -33159.511953962785
leaf_weight=1200103 2768799 7922 56246 748 1273 31653 74 216 2645 34 161 20 22 424 419 32 58 126 66 416 114 76 135 24 41 83 145 1093 59 577
leaf_count=1200103 2768799 7922 56246 748 1273 31653 74 216 2645 34 161 20 22 424 419 32 58 126 66 416 114 76 135 24 41 83 145 1093 59 577
internal_value=0 51.0159 588.759 1584.56 1044.36 1676.85 7131.17 3239.32 -1707.76 -22958.8 -16021.2 12875.8 21437.7 14444.2 28857.5 -31984.3 -38823.9 56046.1 97087.3 -12122.5 23207.5 -59201 -44754.9 -7624.2 -14928 -28957.5 -19721 2275.74 52474.2 -24328.9
internal_weight=0 1.305e+06 104902 48656 40734 37964 6311 5038 3329 684 650 1709 1273 1059 635 462 430 214 88 436 188 269 211 2770 1594 846 763 1176 83 722
internal_count=4073804 1305005 104902 48656 40734 37964 6311 5038 3329 684 650 1709 1273 1059 635 462 430 214 88 436 188 269 211 2770 1594 846 763 1176 83 722
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=31
num_cat=0
split_feature=0 1 6 2 5 6 4 1 6 4 0 1 0 1 6 0 6 6 4 6 0 4 4 4 5 3 6 6 6 5
split_gain=4.7667e+11 5.15336e+12 9.23062e+12 8.15782e+12 9.98064e+12 1.18253e+13 7.96027e+12 5.9153e+12 8.54314e+12 7.55698e+12 7.41435e+12 4.99187e+12 1.91083e+13 1.41231e+13 1.36903e+13 1.33851e+13 7.726e+12 1.15942e+13 9.21146e+12 8.92475e+12 1.50089e+13 7.0994e+12 1.25373e+13 9.89e+12 9.8593e+12 8.85414e+12 8.0445e+12 1.26728e+13 1.91602e+13 1.54575e+13
threshold=60.753246850000004 33.882313700000005 52.610000000000007 14143.500000000002 2.5000000000000004 83.820000000000007 5.5000000000000009 30.624707450000006 37.310000000000009 5.5000000000000009 63.565651350000003 34.382014200000008 63.565651350000003 39.749243900000003 58.755000000000003 61.686687400000004 67.91500000000002 66.50500000000001 10.500000000000002 68.00500000000001 61.78914120000001 16.500000000000004 9.5000000000000018 18.500000000000004 2.5000000000000004 14.500000000000002 138.05000000000004 89.00500000000001 92.02500000000002 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 -4 6 -6 8 -2 10 -10 12 15 14 -13 -3 17 -17 -19 20 -18 22 26 -23 -24 -26 27 -21 29 -29
right_child=1 11 3 -5 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 16 19 18 -20 21 -22 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.0631449033624536 23899.424985813454 -35130.529509357832 -37658.944937116146 6568.2784056099299 -1655.2311229481418 -57359.149410076534 -39749.146425505605 -4225.6822887126054 -5090.6671132537713 -34292.045633309346 26550.805410962588 -2421.5841408484944 -18954.998454476106 556.54967089313266 -16475.431998125157 2611.5128404599332 14423.463805758569 -11200.766558159723 -67371.370019531256 14242.270948106765 107560.40120442708 86090.201649305556 43052.593094758071 10715.596316964286 -11484.987694079467 -77232.4345703125 57542.953705357148 -97165.749491159542 2739.5682787933824 11446.126380004884
leaf_weight=4017125 222 91 173 191 476 49 62 1010 231 57 109 2811 408 38521 920 9097 62 126 38 1161 24 27 31 49 297 22 35 38 321 20
leaf_count=4017125 222 91 173 191 476 49 62 1010 231 57 109 2811 408 38521 920 9097 62 126 38 1161 24 27 31 49 297 22 35 38 321 20
internal_value=0 287.975 -4078.38 -11906.8 -16549.9 -10328.7 -6045.24 491.823 8189.21 -595.851 5053.22 496.208 2310.29 -12.4401 -5887.02 3068.77 3375.09 2136.43 -24215.9 8871.58 40415.2 7515.88 6332.35 37493.4 -10787.2 -16019.3 10136.7 9059.29 -6817.87 -59713.4
internal_weight=0 56679 2580 951 760 587 538 1629 619 397 340 54099 11847 42252 3731 11439 11348 9261 164 2087 86 2001 1925 76 350 319 1575 1540 379 58
internal_count=4073804 56679 2580 951 760 587 538 1629 619 397 340 54099 11847 42252 3731 11439 11348 9261 164 2087 86 2001 1925 76 350 319 1575 1540 379 58
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 6 4 1 6 0 6 0 1 6 4 0 0 4 1 1 4 0 1 1 6 0 0 4 1
split_gain=4.6387e+11 5.48976e+12 1.27808e+13 4.64933e+13 5.18583e+13 3.23322e+13 3.24574e+13 2.9483e+13 5.48512e+13 2.89413e+13 4.69525e+13 2.6074e+13 2.38385e+13 5.53273e+13 2.26065e+13 2.16023e+13 2.01973e+13 5.84329e+13 3.14691e+13 2.83812e+13 2.77646e+13 2.11495e+13 2.03356e+13 1.97735e+13 1.95789e+13 3.01883e+13 1.91691e+13 8.04702e+13 2.96123e+13 1.89689e+13
threshold=60.571186450000006 53.67029225000001 54.810424650000009 56.067362750000008 55.883833400000007 59.999510900000011 120.05000000000001 5.5000000000000009 56.02161850000001 86.030000000000015 55.014210500000011 79.710000000000022 54.431501800000014 56.128886000000001 67.00500000000001 11.500000000000002 54.724612400000005 54.73499850000001 8.5000000000000018 55.90712030000001 55.957851400000003 4.5000000000000009 54.707511300000007 56.02161850000001 55.957851400000003 99.050000000000011 55.007293000000011 55.012912000000007 5.5000000000000009 55.90712030000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -4 11 26 -11 29 14 15 -3 16 18 21 23 -20 22 -18 -21 -14 25 -23 -7 28 -28 -9
right_child=-2 2 3 -5 -6 9 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=16.544101310777769 49.878455118880929 -422.3334834057132 -4506.1664157598943 -414.1035702653848 -41434.168149083314 -15742.659802131295 -122140.650375 5836.080154263771 -11339.583779560342 153304.53211669924 13965.623804450757 -160564.9470982143 4751.8569720787846 -13669.218961159257 -8629.341687936625 725.78118642616209 -35261.627880859378 7562.122529694414 3958.5690515858259 12429.485061743952 20483.076727153039 -14673.137383511168 81532.366838163493 -61194.562425696327 5608.7428291186952 64936.702096619905 56788.589727694751 648.69615397886116 177216.15452586208 -56421.566007458634
leaf_weight=2590282 1279102 25201 7246 122929 407 638 25 59 2901 32 99 21 3928 2045 3872 17121 278 7649 1032 62 1839 1707 136 46 912 49 69 3801 29 287
leaf_count=2590282 1279102 25201 7246 122929 407 638 25 59 2901 32 99 21 3928 2045 3872 17121 278 7649 1032 62 1839 1707 136 46 912 49 69 3801 29 287
internal_value=0 -22.8288 -521.737 -1066.98 -6207.1 -5264.28 -8333.03 -8062.43 -15947.6 1664.07 48002.6 -52372 624.945 2315.66 -1515.36 3256.11 5712.27 2953.28 9862.7 17469.1 24313.9 -9013.14 59894.1 3988.51 -6278.1 -12451.7 326.109 2955.47 92425.3 -45805.4
internal_weight=0 2.7947e+06 204420 138543 15614 15207 10539 10514 3268 4668 131 367 65877 36804 29073 34759 17638 10595 7043 3069 2037 2946 198 3974 2668 1756 4537 3899 98 346
internal_count=4073804 2794702 204420 138543 15614 15207 10539 10514 3268 4668 131 367 65877 36804 29073 34759 17638 10595 7043 3069 2037 2946 198 3974 2668 1756 4537 3899 98 346
is_linear=0
shrinkage=0.1


Tree=3536
num_leaves=31
num_cat=0
split_feature=1 4 4 3 0 0 0 6 6 6 6 0 0 5 0 2 5 6 4 0 7 6 2 1 4 4 6 6 4 0
split_gain=4.59551e+11 3.20463e+12 8.76068e+12 1.37735e+13 5.18832e+12 1.80292e+13 1.27585e+13 8.94405e+12 4.14053e+12 8.37165e+12 3.80443e+12 3.13926e+12 1.92339e+13 1.16651e+13 9.18804e+12 2.08026e+13 2.00127e+13 2.36309e+13 1.88915e+13 1.36839e+13 2.12008e+13 2.20437e+13 2.0675e+13 1.51706e+13 2.03984e+13 1.4723e+13 2.1178e+13 1.75908e+13 1.33213e+13 2.44126e+13
threshold=92.90968070000001 22.500000000000004 23.500000000000004 14.500000000000002 56.067362750000008 56.041614100000011 56.006509350000009 60.910000000000004 81.705000000000013 65.805000000000021 55.805000000000007 56.148747500000006 56.128722100000005 3.5000000000000004 56.041614100000011 5325.0000000000009 3.5000000000000004 87.015000000000015 16.500000000000004 52.960348700000004 6.0000000000000009 92.02500000000002 5325.0000000000009 92.948588300000011 17.500000000000004 5.5000000000000009 85.020000000000024 59.815000000000005 9.5000000000000018 56.067362750000008
decision_type=2 2 2 2 2 2 2 2 2 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 -7 9 -4 -6 12 14 -14 19 16 17 28 -19 -2 21 25 -23 24 -22 27 -27 -21 -16 -30
right_child=1 2 4 -5 10 7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 20 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=5.0812559217884417 174.16999496348222 79456.281762695318 -213.71879765502592 -16115.581234375 37030.503905885613 -17799.999006488895 30705.658533518901 -74577.08602430555 38275.674511718753 -54377.603377016138 7100.7001502727644 -1547.4285521943696 16969.423248876286 80863.948790322582 7776.4964553940363 -52581.642698759191 -12166.285854949016 22502.00529936394 97866.92185496795 87.787313446444315 41110.942291307831 -45272.482638535483 50855.876937499997 1362.7029287835712 -1828.751596878986 -10711.05342484283 62478.706577148441 -12888.168612710118 7606.9441986349357 -5513.3938548326569
leaf_weight=3982649 49442 38 359 25 67 121 167 36 24 31 116 16144 365 31 3980 68 815 226 39 6495 254 213 25 1434 196 3402 40 1245 2530 3227
leaf_count=3982649 49442 38 359 25 67 121 167 36 24 31 116 16144 365 31 3980 68 815 226 39 6495 254 213 25 1434 196 3402 40 1245 2530 3227
internal_value=0 -222.005 5453.89 41530.9 2986.08 -751.415 7373.55 -30818.9 -2038.2 -4519.05 18058.6 -283.944 -8.39967 21971.3 -126.61 2555.4 2902.01 4129.83 33593.4 -591.877 -3438.76 -5060.17 -35175 6389.52 22408.3 -4419.2 -9860.5 -1999.43 3327.96 252.535
internal_weight=0 91155 984 63 921 738 581 157 414 390 183 90171 74027 396 73631 10885 10817 10002 265 62746 13304 11420 238 1884 450 11182 3442 7740 9737 5757
internal_count=4073804 91155 984 63 921 738 581 157 414 390 183 90171 74027 396 73631 10885 10817 10002 265 62746 13304 11420 238 1884 450 11182 3442 7740 9737 5757
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 4 4 4 6 6 6 6 6 0 4 4 1 4 6 2 6 6 2 0 4 1 0 4 6
split_gain=4.44544e+11 3.02246e+12 2.16586e+13 3.71874e+13 5.32341e+13 1.94744e+13 1.64817e+13 1.47432e+13 1.47193e+13 1.30808e+13 1.28125e+13 1.1744e+13 1.03067e+13 1.00687e+13 9.88414e+12 9.72649e+12 8.99926e+12 8.90067e+12 8.15519e+12 8.3051e+12 8.16703e+12 9.16459e+12 7.05027e+12 6.97995e+12 5.97588e+12 1.02099e+13 1.06506e+13 1.01376e+13 9.79186e+12 9.76581e+12
threshold=3338.0000000000005 86.169282750000022 55.60524465000001 54.188398350000007 53.888505650000006 55.390026600000006 5.5000000000000009 13.500000000000002 16.500000000000004 69.605000000000004 56.805000000000007 79.015000000000015 48.025000000000013 74.015000000000015 55.579943700000008 15.500000000000002 3.5000000000000004 91.292296250000007 9.5000000000000018 168.45000000000002 2851.5000000000005 50.995000000000012 34.310000000000009 2851.5000000000005 53.506098950000009 3.5000000000000004 91.443676550000006 53.244414800000008 3.5000000000000004 79.710000000000022
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 -1 3 4 7 15 12 18 9 -9 14 23 -6 16 -7 -5 -4 -10 19 24 21 -20 -18 -8 27 26 -26 28 -3 -30
right_child=-2 2 13 5 6 10 11 8 17 -11 -12 -13 -14 -15 -16 -17 22 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-39.221033310267835 39.68220154024408 18837.378534428277 14783.615277535577 9217.6318078784498 -17591.804370717535 2027.672946950187 -54466.727571614589 23597.249514339674 34946.681093749998 89339.734153715093 57518.179435874772 -62781.084698660721 -44446.039063490723 -51759.216350893825 73945.380706521741 -19008.345566716271 6973.285446428572 -2879.0771455962085 8643.7801415277681 -58884.858220108697 -23987.038966721757 -10656.307365990571 -17384.23360778964 1240.4074326754949 -10675.168076944785 2688.8959781451167 11721.548287209631 -45404.796816748909 -3507.2390814353457 -43278.798156738281
leaf_weight=2380249 1667517 192 126 3928 244 113 24 85 85 47 137 35 345 62 23 126 140 232 397 23 234 647 786 358 1102 14415 263 57 1748 64
leaf_count=2380249 1667517 192 126 3928 244 113 24 85 85 47 137 35 345 62 23 126 140 232 397 23 234 647 786 358 1102 14415 263 57 1748 64
internal_value=0 -27.4991 1044.05 1653.79 -116.643 10081.3 -22551.4 1035.39 18947.1 47005.6 35933.6 -7339.27 -33321.4 -12597.9 14190.2 8340.36 -10289.9 7263.48 615.244 1167.32 -7101.73 -3317.1 -13701.7 -2259.52 1244.74 1906.16 -6359.9 -3819.41 -2636.59 -4911.97
internal_weight=0 2.40629e+06 26038 24924 20597 4327 1006 19591 449 132 273 417 589 1114 136 4054 1052 317 19142 17864 1278 1044 926 382 17841 15780 1365 2061 2004 1812
internal_count=4073804 2406287 26038 24924 20597 4327 1006 19591 449 132 273 417 589 1114 136 4054 1052 317 19142 17864 1278 1044 926 382 17841 15780 1365 2061 2004 1812
is_linear=0
shrinkage=0.1


Tree=3538
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 4 6 4 5 4 3 6 2 1 4 7 4 1 1 4 2 6 1 4 4 4 4 4 7
split_gain=4.28858e+11 4.41103e+12 9.56942e+12 3.14253e+13 2.9324e+13 1.11143e+13 2.4261e+13 1.69573e+13 1.61331e+13 1.26932e+13 1.33698e+13 1.24707e+13 1.23946e+13 1.18278e+13 1.04789e+13 1.64685e+13 1.60999e+13 1.455e+13 1.95685e+13 1.32092e+13 1.17207e+13 1.04473e+13 1.19477e+13 1.16075e+13 2.93367e+13 4.5288e+13 3.11e+13 1.17691e+13 1.07846e+13 1.05765e+13
threshold=60.753246850000004 60.064438250000002 30.438492500000006 30.410676000000006 37.005000000000003 30.205407000000005 23.500000000000004 78.010000000000005 14.500000000000002 2.5000000000000004 5.5000000000000009 2.5000000000000004 57.995000000000012 3338.0000000000005 60.307188350000011 9.5000000000000018 6.0000000000000009 5.5000000000000009 30.472130500000002 30.472130500000002 2.5000000000000004 3338.0000000000005 93.050000000000011 30.084656550000002 13.500000000000002 11.500000000000002 17.500000000000004 5.5000000000000009 14.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 7 9 -9 11 -11 -7 -13 -14 16 -16 17 19 -19 -4 -21 22 23 29 25 27 28 -25 -26 -3
right_child=-2 2 14 4 -6 6 -8 8 -10 10 -12 12 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=2.7836817612412537 273.15128918930668 14067.30186139702 -58245.351549183244 -1325.7770749270262 33946.839455421621 -828.10342360021627 -26.294912734435997 -18401.651322393311 -71554.326672506897 -16788.007881445312 24482.149838647347 -12037.580852615862 -54100.598978758178 -16654.738868745844 -295.33626362958296 79446.803877314829 19244.258836914065 -9233.9663739912939 48483.303286404087 2972.1044561968165 -23484.571474467506 -2410.2610391551457 44673.761564429013 -54221.214450024803 66386.488898199968 -165655.00506538723 -87765.099662642053 -2716.7738580729169 11005.720510727613 -3590.4151617561506
leaf_weight=4001071 56679 1219 88 455 489 737 5083 174 85 125 211 1301 153 188 635 27 150 319 72 213 783 2597 81 63 74 23 22 150 67 470
leaf_count=4001071 56679 1219 88 455 489 737 5083 174 85 125 211 1301 153 188 635 27 150 319 72 213 783 2597 81 63 74 23 22 150 67 470
internal_value=0 -3.85399 -1658.13 -663.037 16945.7 -1959.36 -4223.67 -11397.6 -35845.6 -9065.36 9128.67 -11635 -16485.6 -33456 -7648.28 2956.99 -11968.7 -15142.9 1394.28 -21107.9 -17826.7 1868.51 6991.59 5529.78 -9810.44 -32345.4 22816.9 -17950.5 40070.8 9153.67
internal_weight=0 4.01712e+06 16054 13767 944 12823 8057 2974 259 2715 336 2379 1642 341 2287 662 1625 1475 391 1084 996 4766 2169 2088 399 236 163 213 141 1689
internal_count=4073804 4017125 16054 13767 944 12823 8057 2974 259 2715 336 2379 1642 341 2287 662 1625 1475 391 1084 996 4766 2169 2088 399 236 163 213 141 1689
is_linear=0
shrinkage=0.1


Tree=3539
num_leaves=31
num_cat=0
split_feature=0 6 6 6 3 1 0 3 6 6 1 0 3 7 4 6 1 6 5 3 6 6 4 1 4 7 5 6 1 1
split_gain=4.34806e+11 3.03823e+12 9.71203e+12 4.57256e+12 1.98719e+13 1.11462e+13 9.1594e+12 9.57475e+12 8.02245e+12 7.76279e+12 1.44945e+13 6.96075e+12 6.04282e+12 4.46039e+12 5.56091e+12 8.2787e+12 9.50252e+12 5.63691e+12 5.72704e+12 3.88346e+12 3.78038e+12 5.59424e+12 3.57514e+12 5.79145e+12 5.85043e+12 1.41913e+13 6.72662e+12 5.61934e+12 4.10072e+12 9.17071e+12
threshold=61.78914120000001 98.020000000000024 99.050000000000011 89.00500000000001 4.5000000000000009 40.377616600000003 63.565651350000003 7.5000000000000009 88.825000000000003 93.050000000000011 34.382014200000008 63.565651350000003 6.5000000000000009 6.0000000000000009 8.5000000000000018 106.49500000000002 86.169282750000022 103.03500000000001 3.5000000000000004 7.5000000000000009 122.65000000000002 142.05000000000004 13.500000000000002 40.377616600000003 16.500000000000004 6.0000000000000009 1.5000000000000002 62.375000000000007 39.749243900000003 39.843340650000009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 7 12 22 10 -5 -12 -7 14 17 16 -16 18 -4 -8 -17 -22 28 27 26 -26 -25 -24 -2 -30
right_child=1 2 13 4 5 6 19 -9 -10 -11 11 -13 -14 -15 15 20 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=2.7378073838533159 -2905.0469363460943 73773.90498511905 -6308.040407366072 99158.064928089501 -85021.568883634871 -38527.4385625 26577.778689236115 5910.9495923913046 52186.716473599139 -12350.776659138997 32665.846896701391 -21985.532050304879 -109551.67044836956 -32380.70483870968 92042.052128232768 -10681.074739028469 11766.036028645834 4876.8795246352502 -73388.701708984372 -28381.004296875002 58918.916406250006 -2700.8527688419122 13720.519820731026 -4589.2287950685886 -61475.050150923293 1776.5952452612707 18866.70455390319 65368.231768588361 14882.706853320553 -261.16148897601676
leaf_weight=4045394 6144 21 35 22 38 25 36 23 29 96 54 41 23 31 29 66 30 234 20 20 26 34 77 213 44 183 287 29 408 20092
leaf_count=4045394 6144 21 35 22 38 25 36 23 29 96 54 41 23 31 29 66 30 234 20 20 26 34 77 213 44 183 287 29 408 20092
internal_value=0 -389.845 7139.54 -531.879 -11455.6 -37506.4 -23289.3 -47139.8 -381.76 8724.66 26017.3 9079.46 -72559.9 4368.6 6772.04 20309.8 51223.7 -1894 -30701 6949.64 5834.22 24001 -437.242 6013.94 2830.06 -10483.6 8874.48 27850.6 -638.933 40.2384
internal_weight=0 28410 526 27884 378 165 127 71 27506 213 117 95 48 505 474 185 59 289 55 56 126 60 27477 833 727 227 500 106 26644 20500
internal_count=4073804 28410 526 27884 378 165 127 71 27506 213 117 95 48 505 474 185 59 289 55 56 126 60 27477 833 727 227 500 106 26644 20500
is_linear=0
shrinkage=0.1


Tree=3540
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 4 6 0 6 4 4 5 0 1 0 1 0 0 0 6 6 6 6 0 6 5 7 6
split_gain=4.41561e+11 5.90507e+12 2.54865e+13 2.87248e+13 1.48003e+14 7.24676e+13 4.43821e+13 3.42103e+13 4.25775e+13 3.98788e+13 3.32995e+13 3.08414e+13 2.97143e+13 2.90559e+13 2.83989e+13 2.80139e+13 2.68029e+13 2.88664e+13 6.28444e+13 5.25262e+13 5.57248e+13 4.69589e+13 4.53669e+13 3.9392e+13 3.71513e+13 3.13485e+13 2.76115e+13 2.5726e+13 2.50449e+13 2.4981e+13
threshold=37.873748150000004 37.978059650000013 44.739668300000005 55.622114900000007 5873.0000000000009 37.897576350000001 55.633951400000008 10.500000000000002 75.605000000000004 55.462387050000011 40.015000000000008 18.500000000000004 23.500000000000004 1.5000000000000002 55.539595350000006 37.897576350000001 55.721784200000009 37.957884500000006 55.768246800000007 55.79439725000001 55.801384500000005 37.505000000000003 68.515000000000015 63.005000000000003 120.05000000000001 55.79439725000001 80.030000000000015 2.5000000000000004 6.0000000000000009 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 -2 4 5 -4 -5 8 14 12 -6 -11 -9 15 -7 -12 -8 18 24 21 22 -19 29 25 -18 -20 -23 -24 -28 -21
right_child=1 -3 3 6 10 7 16 9 -10 11 13 -13 -14 -15 -16 -17 17 19 23 20 -22 26 27 -25 -26 -27 28 -29 -30 -31
leaf_value=55.721581415420872 30146.594121522394 0.95624594296065379 -54111.335536608465 31936.914028582094 -9558.3587409114407 -9768.7800410004147 1950.1947360033425 119870.74024414062 -73902.05270808957 -1974.2889555126276 -7578.9299668874173 -32171.092517008285 15736.134815575611 4680.9640658308745 -35014.902623761023 43096.992586511507 14825.05528862668 2281.4934502377719 -18831.640690889537 -37382.717491319447 -3909.2147417927877 -19345.399313424419 23824.64667467949 -12183.272282603497 125173.97127016129 1609.0207061963688 -35290.639699707033 125173.24472098214 -104733.55570793705 28360.545975929239
leaf_weight=1054147 262 2956684 541 429 1537 1102 25211 40 159 1371 151 449 87 4942 748 393 1929 1035 805 72 4117 2575 39 3267 31 11039 210 70 69 293
leaf_count=1054147 262 2956684 541 429 1537 1102 25211 40 159 1371 151 449 87 4942 748 393 1929 1035 805 72 4117 2575 39 3267 31 11039 210 70 69 293
internal_value=0 -19.4521 -977.658 -1107.69 -5619.26 -19784 -92.4106 -15089.6 -24244.3 -5643.4 3450.78 -9423.94 48534.4 7095.52 -19976.4 29030.7 -363.097 -2645.61 -276.628 -7414.57 -170.957 -15965.7 32298.3 -2461.8 16570.4 219.732 -22583.1 88910.9 -52464.7 15392
internal_weight=0 3.01966e+06 62973 62711 11520 4497 51191 3956 2009 1947 7023 1820 127 5486 1850 544 50762 25551 17071 8480 4591 3889 474 15111 1960 11844 2854 109 279 365
internal_count=4073804 3019657 62973 62711 11520 4497 51191 3956 2009 1947 7023 1820 127 5486 1850 544 50762 25551 17071 8480 4591 3889 474 15111 1960 11844 2854 109 279 365
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=31
num_cat=0
split_feature=4 0 0 7 3 1 1 5 6 6 0 6 6 6 6 6 0 1 5 1 6 6 1 1 0 6 0 3 1 0
split_gain=4.5872e+11 3.68682e+12 2.5879e+13 5.02344e+13 4.38222e+13 3.99942e+13 6.7839e+13 7.20079e+13 9.13129e+13 8.17526e+13 5.04215e+13 6.31937e+13 5.16777e+13 5.30567e+13 4.8816e+13 4.82951e+13 4.51396e+13 3.87779e+13 3.69803e+13 3.27574e+13 4.39082e+13 4.78318e+13 7.30259e+13 5.66243e+13 1.22495e+14 7.16427e+13 4.822e+13 4.32649e+13 4.13782e+13 5.25972e+13
threshold=5.5000000000000009 59.91832440000001 59.950512650000007 6.0000000000000009 4.5000000000000009 30.260128500000004 30.330566300000005 2.5000000000000004 59.815000000000005 91.02500000000002 59.939085000000013 82.905000000000015 106.49500000000002 85.020000000000024 120.05000000000001 102.04000000000001 59.933037250000005 30.315889700000003 4.5000000000000009 30.370944000000005 33.805000000000007 55.015000000000008 30.323041000000003 30.303340300000002 59.933037250000005 52.990000000000002 59.933037250000005 2.5000000000000004 30.277905650000005 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 16 17 12 -12 13 -8 15 -11 -7 -9 -14 20 -3 22 23 -22 -25 -26 27 -24 -23 -30
right_child=-2 2 -4 -5 5 6 10 9 -10 14 11 -13 18 -15 -16 -17 -18 -19 -20 -21 21 28 26 24 25 -27 -28 -29 29 -31
leaf_value=10.649133774676315 -20.982519848396919 -18992.454672015156 -83.725019520059959 -19994.407042844126 34710.32141437861 13338.736688701923 -16149.888738276801 6300.3160290133574 -223645.26225694446 -46497.873510742189 7913.1340096309277 142399.14087500001 -193535.43696875 78776.631985294123 40927.972027853262 -226332.43297991075 -112540.95456349208 140484.37437559184 -38496.08953125 -817.58517133844248 32185.413370570943 -13118.252437048037 74110.102147090525 58625.935328598775 -113291.93430059525 82286.107741477274 93953.852885581437 -977.04223423121175 5888.7656303132098 30793.996337974393
leaf_weight=1082866 2928705 378 52353 717 173 52 439 62 45 32 116 50 25 68 23 28 63 33 40 2002 495 605 145 101 126 22 243 163 2286 1348
leaf_count=1082866 2928705 378 52353 717 173 52 439 62 45 32 116 50 25 68 23 28 63 33 40 2002 495 605 145 101 126 22 243 163 2286 1348
internal_value=0 53.6649 802.147 5496.28 7490.92 -9916.93 -17092.1 -54194.7 -102878 -10434.2 -99.3755 48421 -14180.5 -3418.13 -82938.5 -130421 -55621.4 52911.6 -98126.6 10238.3 13982.1 16234.5 33054.8 12619 -26278.2 -84219.5 60648.8 34372.4 11095.9 15127.1
internal_weight=0 1.1451e+06 62233 9880 9163 1249 1076 338 160 178 738 166 572 507 83 60 115 95 65 7914 5912 5534 1295 744 249 148 551 308 4239 3634
internal_count=4073804 1145099 62233 9880 9163 1249 1076 338 160 178 738 166 572 507 83 60 115 95 65 7914 5912 5534 1295 744 249 148 551 308 4239 3634
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=31
num_cat=0
split_feature=6 7 6 4 0 3 3 0 3 4 0 4 0 1 1 1 4 4 4 2 3 2 2 1 6 0 0 1 4 6
split_gain=4.31268e+11 3.53298e+12 1.203e+13 2.21242e+13 2.19103e+13 2.69155e+13 2.81464e+13 2.03161e+13 4.54926e+13 1.99706e+13 1.82826e+13 4.08656e+13 3.94985e+13 2.74906e+13 1.61054e+13 1.52611e+13 1.55542e+13 1.32552e+13 4.7911e+13 4.42501e+13 6.90995e+13 3.41733e+13 4.33725e+13 3.38124e+13 2.583e+13 3.76284e+13 2.50416e+13 1.59307e+13 1.40856e+13 2.4435e+13
threshold=118.04500000000002 6.0000000000000009 120.05000000000001 7.5000000000000009 43.472751400000007 6.5000000000000009 4.5000000000000009 54.86311005000001 2.5000000000000004 11.500000000000002 45.059854000000009 15.500000000000002 47.222459950000008 42.186961750000002 30.226173900000003 37.425454150000007 8.5000000000000018 7.5000000000000009 5.5000000000000009 7884.5000000000009 5.5000000000000009 1250.5000000000002 3999.0000000000005 38.066230450000006 149.05000000000004 55.866549750000011 42.965693300000005 65.534455000000023 11.500000000000002 130.05000000000004
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 7 5 6 -5 -3 -9 -7 11 13 -12 -6 -14 -16 -17 18 27 20 21 -20 23 -23 25 -22 -24 -4 -19 -30
right_child=1 2 17 4 10 9 -8 8 -10 -11 12 -13 14 -15 15 16 -18 28 19 -21 24 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=3.775236541984353 -628.2204303832109 1241.0885078125002 -1517.3311840983638 51367.10714962121 89746.573828125009 -44162.516406250004 197391.21548295455 7402.1615513392862 -169218.640109375 76854.378046875005 153927.26535760789 -118187.99290512547 -71581.263578869053 -31338.726643554688 47459.590378289475 -72950.638614169031 13124.716239367383 -10232.968943770153 -40232.775625000002 -449.46908596665116 -126695.21949869793 14722.0404296875 103678.72676630435 143757.13739272612 77790.626479867788 10856.520021186441 -30643.331540178573 -49586.89107369088 -8615.7042132846818 7209.0379851559719
leaf_weight=4019687 45657 175 1009 33 30 30 22 35 25 25 21 33 21 50 133 22 459 1575 20 268 30 24 23 132 26 59 35 74 1622 2449
leaf_count=4019687 45657 175 1009 33 30 30 22 35 25 25 21 33 21 50 133 22 459 1575 20 268 30 24 23 132 26 59 35 74 1622 2449
internal_value=0 -280.416 1596.62 11280.1 18566.8 60311 109777 -15975.3 -66189.8 10845.2 12595.6 -24555.2 18995 14068.3 14532.7 17477.9 9187.8 128.152 7869.45 30111 53578.6 84772.3 96455 123906 -9893.61 -35509.2 22622.3 -4801.86 -2202.74 904.019
internal_weight=0 54117 8460 1114 879 110 55 235 60 55 769 113 656 80 635 614 481 7346 1700 617 349 234 214 156 115 89 58 1083 5646 4071
internal_count=4073804 54117 8460 1114 879 110 55 235 60 55 769 113 656 80 635 614 481 7346 1700 617 349 234 214 156 115 89 58 1083 5646 4071
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=31
num_cat=0
split_feature=0 1 6 2 5 6 4 4 1 4 4 0 1 0 1 6 0 5 6 4 0 1 4 6 1 6 5 4 3 4
split_gain=4.16541e+11 3.9791e+12 7.45649e+12 6.7342e+12 8.08604e+12 9.56506e+12 6.44399e+12 4.82657e+12 7.50121e+12 4.66714e+12 4.29995e+12 4.25851e+12 4.16113e+12 1.51236e+13 1.13657e+13 1.14626e+13 1.08752e+13 7.54829e+12 6.70453e+12 6.44567e+12 1.30705e+13 2.26968e+13 1.66016e+13 1.469e+13 1.40359e+13 4.27053e+13 9.55772e+13 1.68166e+13 1.20074e+13 1.04589e+13
threshold=60.753246850000004 33.882313700000005 52.610000000000007 14143.500000000002 2.5000000000000004 83.820000000000007 5.5000000000000009 3.5000000000000004 30.084656550000002 8.5000000000000018 3.5000000000000004 61.686687400000004 34.382014200000008 63.565651350000003 39.763755750000009 64.015000000000015 61.686687400000004 2.5000000000000004 59.505000000000003 7.5000000000000009 61.686687400000004 72.839788400000018 9.5000000000000018 48.410000000000004 50.815483650000004 71.030000000000015 2.5000000000000004 8.5000000000000018 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 4 -4 6 -6 8 -2 -5 -7 -8 13 16 15 -14 -3 -17 -15 -16 21 22 24 -24 25 -21 -27 -26 -25 -23
right_child=1 12 3 9 5 10 11 -9 -10 -11 -12 -13 14 18 19 17 -18 -19 -20 20 -22 29 23 28 27 26 -28 -29 -30 -31
leaf_value=-3.798237523118936 42611.61744902013 -31648.911032473385 -33822.29569578667 -10204.336723042583 -1420.2096042697169 -24780.132783564815 -61070.275708007815 -2807.3516715035221 4339.9350180321135 21094.01166748047 -84337.655291193179 -8627.1169726562493 -2940.7370003689207 -10136.479493337851 -664.79857944231162 -55095.648468137253 3059.3339802323494 -14757.130363907547 -41433.434839709051 15674.477050555635 -124.15661279456593 41191.118577357702 -6149.8387123005941 -2200.8111989753747 -38362.259345037288 -194849.6438091856 15230.746287512402 24472.522665386947 22789.036849597269 -2502.6157495858038
leaf_weight=4017125 59 91 173 91 476 27 32 1182 388 100 22 30 3193 321 21262 51 11348 513 87 514 11044 56 823 319 44 33 63 1332 484 2521
leaf_count=4017125 59 91 173 91 476 27 32 1182 388 100 22 30 3193 321 21262 51 11348 513 87 514 11044 56 823 319 44 33 63 1332 484 2521
internal_value=0 269.2 -3567.57 -10603.6 -14822.1 -9222.44 -5370.04 540.019 9391.45 6182.23 -51520.2 -35694.6 452.177 2108.45 -12.2225 -5262.19 2783.22 -18404.8 -16810.1 500.159 1937.48 5616.38 10731.5 3238.94 16865.9 4239.64 -56984.4 22463.3 12861.6 -1553.12
internal_weight=0 56679 2580 951 760 587 538 1629 447 191 49 62 54099 11847 42252 3757 11439 564 408 38495 17233 6189 3612 1626 1986 610 96 1376 803 2577
internal_count=4073804 56679 2580 951 760 587 538 1629 447 191 49 62 54099 11847 42252 3757 11439 564 408 38495 17233 6189 3612 1626 1986 610 96 1376 803 2577
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=31
num_cat=0
split_feature=4 2 1 1 6 3 0 6 6 0 6 6 1 0 1 0 0 7 1 5 3 0 6 0 0 0 1 6 1 6
split_gain=4.24747e+11 3.51259e+12 1.12099e+13 1.7324e+13 4.17463e+13 2.02121e+13 2.72969e+13 1.88176e+13 1.79107e+13 2.28722e+13 3.89245e+13 1.95531e+13 1.43729e+13 2.31882e+13 3.97408e+13 2.05403e+13 6.21682e+13 5.52599e+13 4.58665e+13 6.25735e+13 4.62363e+13 4.43744e+13 3.72203e+13 5.41556e+13 4.47795e+13 3.91e+13 3.02228e+13 4.95535e+13 3.6393e+13 4.42779e+13
threshold=5.5000000000000009 36.000000000000007 37.702956500000006 37.71815560000001 43.010000000000012 1.5000000000000002 55.79439725000001 83.820000000000007 52.610000000000007 55.753967500000009 75.605000000000004 45.005000000000003 37.425454150000007 55.539595350000006 37.586700500000006 55.685785750000008 55.696737300000009 6.0000000000000009 37.488790500000007 2.5000000000000004 1.5000000000000002 55.649510000000014 71.715000000000018 55.649510000000014 55.660117850000006 55.60524465000001 37.563506350000004 32.005000000000003 37.600779750000008 56.805000000000007
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 12 4 -4 6 -6 8 11 -10 -11 -7 -1 14 -14 17 -17 18 20 26 21 -15 24 -24 25 -22 -20 -28 29 -29
right_child=-2 -3 3 -5 5 7 -8 -9 9 10 -12 -13 13 15 -16 16 -18 -19 19 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-6010.2335589703271 -20.190569401258749 76.090315526546519 11940.737670226492 -3172.2109169079708 34937.201911031785 -64282.343495244568 -95883.360043057532 27123.714673913044 -160896.70566406252 -95740.873828125012 46945.643229166672 47063.046907552081 -12271.481108291971 -27549.990247844831 -143614.53014322917 -39004.917607076757 2161.8932762160853 -129008.6662388393 28634.53545726103 49084.851439118189 -34981.126233473558 150597.41808449075 -8561.2971467391308 -219215.01969651441 18684.29668141593 -182138.7296953125 33964.69021967108 -39913.27129529712 7932.290641993548 112388.10888183594
leaf_weight=3003 2928705 1123208 218 5616 58 46 22 23 33 94 24 24 574 29 24 382 9242 28 510 484 65 27 23 26 113 25 308 419 431 20
leaf_count=3003 2928705 1123208 218 5616 58 46 22 23 33 94 24 24 574 29 24 382 9242 28 510 484 65 27 23 26 113 25 308 419 431 20
internal_value=0 51.6394 -1202.92 -4819.96 -21893.3 -44658.2 -1038.45 -58959.7 -67918.6 -87301.6 -66719.9 -26106.8 212.819 1680.83 -17542.8 2628.39 527.882 10688.7 12265.9 17387.1 -23848.2 58342.5 -42112.8 -120337 -23231.1 -75858.2 8298.37 -505.905 -12709.3 -32974.7
internal_weight=0 1.1451e+06 21891 6158 542 324 80 244 221 151 118 70 15733 12730 598 12132 9624 2508 2480 2172 308 56 252 49 203 90 1688 1178 870 439
internal_count=4073804 1145099 21891 6158 542 324 80 244 221 151 118 70 15733 12730 598 12132 9624 2508 2480 2172 308 56 252 49 203 90 1688 1178 870 439
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 3 2 6 4 6 4 6 0 0 1 0 1 0 1 0 4 1 1 5 4 1 0 6 1 1
split_gain=4.33724e+11 4.76173e+12 7.06435e+12 4.93276e+12 9.44811e+12 4.59566e+12 7.44211e+12 1.74888e+13 1.13551e+13 1.1715e+13 1.51455e+13 1.26545e+13 1.38782e+13 2.45272e+13 2.058e+13 1.11311e+13 1.10487e+13 1.0717e+13 1.23535e+13 8.73927e+12 7.80529e+12 8.92216e+12 9.07703e+12 7.89329e+12 9.87699e+12 7.45701e+12 7.00923e+12 7.78534e+12 6.88581e+12 6.51462e+12
threshold=32.005000000000003 32.410000000000004 20.507515800000004 43.687280500000007 11.500000000000002 1.5000000000000002 75.000000000000014 28.005000000000006 9.5000000000000018 28.980000000000004 4.5000000000000009 31.705000000000002 55.753967500000009 55.783232450000007 37.618684050000006 55.753967500000009 37.563506350000004 55.685785750000008 37.517483500000004 55.82518790000001 6.5000000000000009 38.430814800000007 30.425503950000003 1.5000000000000002 12.500000000000002 37.600779750000008 55.710673100000008 31.995000000000001 30.345769800000003 37.71815560000001
decision_type=2 2 2 2 2 2 2 2 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 6 7 29 9 -9 15 19 17 14 -14 -11 -15 18 -13 -12 28 22 -22 -23 -25 -18 27 -10 -8 -1
right_child=1 -3 3 -5 -6 -7 20 8 26 10 11 12 13 16 -16 -17 25 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-13503.482767312118 -44295.202698863635 3.4103655634937553 7856.7194896024812 1870.9412694489424 86045.500625000001 60.609794343899445 -9068.3192224688082 78068.936691810348 -14901.325171461838 -4279.1424856085532 13904.671178260993 99005.30592730979 185867.76257102273 -17047.776160714286 47467.866369047624 -96446.376699218759 103124.83771484376 -15236.293986430923 13900.483516808714 -15845.404486808133 3954.9727497096319 3325.1544687279529 -9152.1470696415472 -8544.6582048941345 -77620.640591032614 33170.107449722294 14385.957033164828 -83723.807759232965 -1410.9446567638722 10818.224261864198
leaf_weight=503 33 3701809 68 12966 20 295609 1203 29 65 38 605 23 22 35 21 20 20 76 66 118 845 8393 1410 207 23 64 51 22 49299 141
leaf_count=503 33 3701809 68 12966 20 295609 1203 29 65 38 605 23 22 35 21 20 20 76 66 118 845 8393 1410 207 23 64 51 22 49299 141
internal_value=0 10.142 1914.27 2031.09 25626.9 -104.976 -878.266 5254.06 12038.8 15326.5 13684.3 16432.2 32756 53547.1 118277 -36060.9 30157.2 12343 35893.9 9049.2 -1069.99 1359.76 -4240.61 2824.31 -15452.3 49826 -15049.5 -32304.7 -1593.35 -8178.39
internal_weight=0 3.7149e+06 13087 13054 88 358908 63299 1919 1275 1137 1108 1050 327 162 43 58 119 165 89 723 61380 10878 2255 8623 230 84 138 87 50502 644
internal_count=4073804 3714896 13087 13054 88 358908 63299 1919 1275 1137 1108 1050 327 162 43 58 119 165 89 723 61380 10878 2255 8623 230 84 138 87 50502 644
is_linear=0
shrinkage=0.1


Tree=3546
num_leaves=31
num_cat=0
split_feature=4 3 6 1 6 5 0 1 6 6 0 6 4 1 5 2 0 6 0 6 2 6 0 1 1 2 5 0 6 0
split_gain=4.4911e+11 3.04882e+12 6.95326e+12 8.89145e+12 9.56169e+12 3.12712e+13 7.4605e+12 6.59866e+12 1.62896e+13 3.11848e+13 8.71152e+12 8.19724e+12 5.94167e+12 5.77014e+12 7.12885e+12 7.34054e+12 5.61498e+12 1.49609e+13 4.89728e+13 4.16795e+13 4.886e+13 1.30562e+13 1.78223e+13 1.54583e+13 1.39499e+13 1.11243e+13 9.17787e+12 9.04323e+12 1.03198e+13 2.17508e+13
threshold=3.5000000000000004 1.5000000000000002 189.00000000000003 65.493200550000012 247.90000000000001 3.5000000000000004 54.943815050000005 20.507515800000004 77.565000000000012 112.00500000000001 54.810424650000009 100.05000000000001 2.5000000000000004 41.912736000000002 2.5000000000000004 5261.5000000000009 55.791814000000009 116.05000000000001 55.897267000000006 120.05000000000001 2865.5000000000005 130.05000000000004 59.905532300000012 30.438492500000006 37.131181300000009 3658.0000000000005 3.5000000000000004 56.228352100000002 110.01500000000001 57.634352600000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 10 11 -3 -10 -7 -6 -15 -16 -1 27 -19 20 -20 22 26 -23 -25 -26 -21 -18 -29 -30
right_child=-2 7 3 6 13 12 -8 -9 9 -11 -12 -13 -14 14 15 -17 17 18 19 21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=-22.743647923138564 -8.2364725190155976 5697.6328689014672 136519.39023437499 5396.1785344050486 -11854.158384146343 -6917.2042719822311 -61078.709078125008 -144.59123455091506 -62134.374636627908 31149.409090909088 -46984.793413628475 -136096.22282608697 47051.16599264706 -4116.9321149553571 77044.55960477941 1848.3163318452382 4277.8459676507264 167139.46178977273 190440.12319711538 38166.782758620691 1653.0749191810346 -90418.799888392852 98615.732031250009 68330.872499999998 -56851.218039062507 8607.9842893247242 -38943.242720170456 511.44105943690079 -111295.229671875 18150.368460648151
leaf_weight=69109 3837650 245 28 52 82 51 25 132740 43 33 36 23 34 49 34 21 8001 22 26 29 29 28 24 20 50 54 33 25181 25 27
leaf_count=69109 3837650 245 28 52 82 51 25 132740 43 33 36 23 34 49 34 21 8001 22 26 29 29 28 24 20 50 54 33 25181 25 27
internal_value=0 133.848 542.261 14116.2 21919.9 44862.9 -16186.6 -182.261 -13341 -48222.8 -1051.72 -87909 14670.1 7981.5 23621.2 48333.3 492.544 1554.01 23244.8 12440.4 90897.9 -5690.55 25447.5 -23308.1 -8154.13 -22862.8 -2875.65 1348.42 419.541 -44083.1
internal_weight=0 236154 103034 376 299 113 77 133120 380 99 281 66 85 186 104 55 102658 33549 315 293 55 238 86 152 124 104 62 33234 25233 52
internal_count=4073804 236154 103034 376 299 113 77 133120 380 99 281 66 85 186 104 55 102658 33549 315 293 55 238 86 152 124 104 62 33234 25233 52
is_linear=0
shrinkage=0.1


Tree=3547
num_leaves=31
num_cat=0
split_feature=1 0 6 7 0 6 4 4 6 3 4 4 4 3 0 6 6 6 3 4 5 6 4 3 6 1 0 6 4 6
split_gain=4.52873e+11 5.80223e+12 1.36402e+13 7.28784e+12 2.01983e+13 3.18578e+13 2.45169e+13 3.16311e+13 2.32113e+13 2.15216e+13 3.19501e+13 1.83108e+13 1.74484e+13 1.88233e+13 5.98249e+13 2.88468e+13 2.07104e+13 3.47267e+13 8.19178e+13 4.20873e+13 1.88464e+13 7.46237e+13 3.31461e+13 1.54077e+13 2.52835e+13 1.52894e+13 1.51574e+13 1.59749e+13 1.46622e+13 3.30672e+13
threshold=28.601854300000003 57.892117950000006 50.010000000000012 6.0000000000000009 54.707511300000007 85.020000000000024 14.500000000000002 15.500000000000002 83.820000000000007 3.5000000000000004 8.5000000000000018 7.5000000000000009 12.500000000000002 6.5000000000000009 54.73499850000001 63.855000000000011 92.02500000000002 73.995000000000019 7.5000000000000009 8.5000000000000018 3.5000000000000004 142.05000000000004 9.5000000000000018 10.500000000000002 77.010000000000005 20.507515800000004 54.724612400000005 59.815000000000005 13.500000000000002 99.050000000000011
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 3 -3 4 5 6 8 -8 11 10 -7 25 13 -6 16 -16 17 26 -19 -20 22 -22 -18 24 -21 -1 -15 -28 29 -14
right_child=-2 2 -4 -5 12 9 7 -9 -10 -11 -12 -13 28 14 15 -17 20 18 19 23 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7745.4581315035239 -3.1657885317797612 2983.7604174201874 -29549.074169465541 -742.11982434700258 2834.6553969760612 -47773.690193563438 122210.51055871212 12230.632412574407 88366.158653846156 -81470.462420997195 86692.711197916666 -67.379683274489182 -59937.189729698912 29562.769567418985 6093.2619475719985 -32985.936520914714 -82033.115700954862 128045.33408332759 -90709.321763392858 113306.50041666668 163471.72350911458 -47507.831167763157 10667.645757378472 111930.94110576923 12684.903416002518 -36532.397619268704 -23216.283981523724 29202.450781250001 -3207.0017296063756 40580.038585574133
leaf_weight=467 4037405 324 214 20303 10048 67 33 126 26 89 24 1456 137 513 510 300 54 113 28 30 30 38 135 26 149 305 137 101 573 43
leaf_count=467 4037405 324 214 20303 10048 67 33 126 26 89 24 1456 137 513 510 300 54 113 28 30 30 38 135 26 149 305 137 101 573 43
internal_value=0 351.152 -9956.81 505.795 2134.31 -5922.55 -2895.19 35056.6 -5572.36 -46506 -12310 -6668.59 3745.68 4656.64 13116.5 -8380.52 25976.7 31962.8 58175.5 24290.1 424.895 45571.4 -15818.3 39997.3 29548.9 -19118.5 19886.2 -971.359 -11028 -35924.7
internal_weight=0 36399 538 35861 15558 2593 2413 159 2254 180 91 2228 12965 12212 2164 810 1354 1097 346 233 257 68 189 205 179 772 751 238 753 180
internal_count=4073804 36399 538 35861 15558 2593 2413 159 2254 180 91 2228 12965 12212 2164 810 1354 1097 346 233 257 68 189 205 179 772 751 238 753 180
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=31
num_cat=0
split_feature=6 3 7 4 4 6 0 4 1 4 1 3 0 4 7 0 2 4 1 4 2 0 1 5 4 4 4 0 1 1
split_gain=4.29197e+11 7.78453e+12 5.87136e+12 6.06483e+12 5.82715e+12 6.89992e+12 1.39756e+13 1.58842e+13 1.4584e+13 1.14972e+13 8.85748e+12 7.02117e+12 6.58654e+12 1.09357e+13 6.49914e+12 5.76843e+12 6.78783e+12 1.83587e+13 8.42029e+12 6.40046e+12 5.41081e+12 1.09535e+13 7.48269e+12 5.82138e+12 5.41508e+12 6.29426e+12 5.20952e+12 6.14289e+12 1.0195e+13 1.12704e+13
threshold=29.715000000000003 1.5000000000000002 6.0000000000000009 8.5000000000000018 22.500000000000004 29.015000000000004 43.6005307 4.5000000000000009 43.047633000000012 9.5000000000000018 30.410676000000006 3.5000000000000004 59.982409200000006 16.500000000000004 6.0000000000000009 59.882709350000006 6680.0000000000009 18.500000000000004 83.011163250000024 6.5000000000000009 1250.5000000000002 55.520061350000013 38.247071200000008 1.5000000000000002 5.5000000000000009 8.5000000000000018 21.500000000000004 55.02095400000001 30.345769800000003 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -7 9 -9 11 -8 15 14 -14 16 -12 18 19 -18 21 22 24 -23 -3 -26 -22 -28 -29 -30
right_child=-2 4 3 -5 -6 6 10 8 -10 -11 12 -13 13 -15 -16 -17 17 -19 -20 -21 26 23 -24 -25 25 -27 27 28 29 -31
leaf_value=-1046.1361664890335 -6.0901830656989677 -4708.7464023570601 -13293.95253948471 -1031.3092413407337 -1761.6149877455402 -27990.380550130209 35699.099033875398 141886.30609975962 -3048.7112165178573 43662.004687500004 487.47986523362465 8203.5675346267071 -5186.3978475410258 42739.089531250007 -33467.401556536257 21468.798820134944 7664.6174206524074 -19950.496584220855 589.13085867364873 21544.542058985971 146.5036075644438 3858.1364433537838 3814.0245048424595 -6981.2304003859117 -56933.011018483237 -15556.810740627332 408.57657907885175 -19430.353951322115 87469.612243303578 21621.207415590194
leaf_weight=22320 3935263 587 824 790 10234 24 138 26 21 22 4880 284 214 35 131 165 646 223 607 684 82446 11392 543 518 41 356 215 39 35 101
leaf_count=22320 3935263 587 824 790 10234 24 138 26 21 22 4880 284 214 35 131 165 646 223 607 684 82446 11392 543 518 41 356 215 39 35 101
internal_value=0 172.992 -1467.31 -7291.79 515.546 738.827 3541.92 42084 66457.8 96866.8 3094.26 17195 2309.75 -10521.7 -15925 2986.5 2553.32 7220.58 10348.7 14802.9 502.986 2364.38 -5609.36 3386.7 -10809.5 -19829.9 201.046 11731.4 25642.3 38567.5
internal_weight=0 138541 23934 1614 114607 104373 8100 93 69 48 8007 422 7585 380 345 7205 7040 2160 1937 1330 96273 13437 1527 11910 984 397 82836 390 175 136
internal_count=4073804 138541 23934 1614 114607 104373 8100 93 69 48 8007 422 7585 380 345 7205 7040 2160 1937 1330 96273 13437 1527 11910 984 397 82836 390 175 136
is_linear=0
shrinkage=0.1


Tree=3549
num_leaves=31
num_cat=0
split_feature=6 1 5 1 0 7 4 1 3 0 1 1 5 0 5 1 4 4 4 4 5 0 2 1 5 1 0 3 1 0
split_gain=4.63665e+11 8.46213e+12 6.52544e+12 8.32943e+12 6.85629e+12 6.40608e+12 5.99843e+12 9.52337e+12 6.08143e+12 5.90011e+12 5.67472e+12 8.45309e+12 2.44879e+13 1.11783e+13 5.6708e+12 1.32771e+13 5.08089e+12 7.05218e+12 4.5841e+12 9.14375e+12 1.05984e+13 7.48669e+12 1.88887e+13 8.10838e+12 8.2418e+12 6.83462e+12 6.67496e+12 6.48564e+12 6.1109e+12 1.0703e+13
threshold=15.450000000000001 63.728898350000001 1.5000000000000002 72.839788400000018 61.78914120000001 6.0000000000000009 8.5000000000000018 83.000013850000016 3.5000000000000004 57.14107305000001 49.230435000000007 49.030112300000006 1.5000000000000002 55.82518790000001 2.5000000000000004 50.136929700000003 13.500000000000002 8.5000000000000018 13.500000000000002 6.5000000000000009 2.5000000000000004 55.806294650000005 2599.0000000000005 37.843405600000004 3.5000000000000004 30.362494150000003 43.6005307 5.5000000000000009 30.345769800000003 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 -8 -9 -4 11 18 -13 -14 -12 -16 17 -17 19 28 25 23 -23 -22 26 -21 -25 -24 29 -1
right_child=-2 2 3 5 -6 -7 7 8 -10 -11 14 12 13 -15 15 16 -18 -19 -20 20 21 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-55230.189128988983 -1.6476717513043337 -3546.8890607906469 65535.576266891898 3873.1730740285102 29198.797618272569 -46980.8232421875 -22164.802290498683 -31948.335556640628 11340.557075252091 5293.1652949892241 11736.659061172075 -24475.116277664041 80660.682671440984 -12582.0573046875 66657.042307692318 596.42240068407489 32050.982343750002 -29521.599693467884 -4865.4630477286946 69261.722718749996 -57871.544107142865 90487.046325231495 20653.925608915441 -61882.761906550477 36869.639653716222 16097.293758522592 -6342.4208053234015 -43138.084036458342 1391.1260826131975 32112.427304687502
leaf_weight=47 4064110 1655 37 524 54 26 494 40 172 29 1110 311 36 20 26 203 30 126 765 25 35 27 34 26 37 738 129 30 2888 20
leaf_count=47 4064110 1655 37 524 54 26 494 40 172 29 1110 311 36 20 26 203 30 126 765 25 35 27 34 26 37 738 129 30 2888 20
internal_value=0 690.77 -3689.8 5497.34 -6033.18 1469.17 -6839 -14556.3 3172.84 39065.4 2683.49 1113.86 -13513.9 47359.7 8109.47 -2348.14 -7345.73 -10938.1 2232.05 3577.34 11446.9 -3890.6 20343.3 -13605.5 -5536.18 17839.2 -15658.9 -9248.58 698.478 -29157.8
internal_weight=0 9694 3031 616 2415 550 2361 706 212 66 6663 5168 367 56 1495 385 359 329 4801 4036 1081 318 91 227 192 763 155 64 2955 67
internal_count=4073804 9694 3031 616 2415 550 2361 706 212 66 6663 5168 367 56 1495 385 359 329 4801 4036 1081 318 91 227 192 763 155 64 2955 67
is_linear=0
shrinkage=0.1


Tree=3550
num_leaves=31
num_cat=0
split_feature=6 6 0 2 6 6 7 4 4 4 4 1 1 0 5 1 2 1 6 1 4 1 1 0 0 3 1 3 4 0
split_gain=4.30734e+11 4.49669e+12 1.52767e+13 3.48595e+13 5.78489e+13 2.78125e+13 2.63238e+13 5.43976e+13 2.62597e+13 4.77838e+13 2.62591e+13 2.23966e+13 2.86802e+13 1.79148e+13 1.75632e+13 1.71473e+13 1.60158e+13 1.91823e+13 1.75443e+13 1.79079e+13 1.85073e+13 1.71033e+13 4.84672e+13 1.67525e+13 3.15321e+13 3.98657e+13 2.47339e+13 1.77652e+13 1.65253e+13 5.16496e+13
threshold=53.310000000000009 49.010000000000012 43.687280500000007 3999.0000000000005 51.015000000000008 49.485000000000007 6.0000000000000009 10.500000000000002 6.5000000000000009 4.5000000000000009 5.5000000000000009 39.652459050000012 39.718675700000013 44.249882500000005 2.5000000000000004 39.652459050000012 5325.0000000000009 38.109452700000006 49.485000000000007 30.084656550000002 10.500000000000002 30.303340300000002 30.410676000000006 55.660117850000006 55.710673100000008 5.5000000000000009 37.649344350000007 3.5000000000000004 6.5000000000000009 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 10 9 -7 -8 -11 -13 -4 -10 -6 17 18 23 20 -20 28 -23 -15 25 26 -25 -26 29 -21
right_child=-2 2 13 -5 6 8 7 -9 14 11 -12 12 -14 16 -16 -17 -18 -19 19 21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=21.79351854689202 37.715911113020262 69036.348772443816 -8113.4712323343165 -2285.596134244885 -65204.326876698367 -21754.035867972998 69954.773172169807 -5086.9707445549247 -16115.491338815897 114726.56525000001 180628.88411458334 -29344.182566550928 26015.577114828986 8773.8999682237209 57004.364073988974 21781.668220668453 1044.9494993397091 -1616.1004894008433 -6134.6288210956191 -1204.1452504035678 -41477.166474394748 -6808.3417719740628 1465.2524132414894 -176243.16614774818 6359.2574353272303 -14277.335866268384 -38211.634356398812 -14110.409178129157 3492.4655413143164 43085.50420534976
leaf_weight=2069790 1736959 57 3095 4480 23 368 53 66 971 25 36 108 701 514 34 1542 55417 127347 797 647 182 8161 53475 34 598 85 21 1457 6317 444
leaf_count=2069790 1736959 57 3095 4480 23 368 53 66 971 25 36 108 701 514 34 1542 55417 127347 797 647 182 8161 53475 34 598 85 21 1457 6317 444
internal_value=0 -28.0339 -414.218 3766.32 10571.7 68.6859 24396.6 63706.5 -1712.54 8261.59 114722 21505.9 18625.2 -551.052 -13641.8 20503.3 -459.443 -876.124 419.507 724.992 -12704.9 915.42 369.776 -7476.76 -11282.1 -57202 -123540 -8153.79 5455.29 16820.2
internal_weight=0 2.33684e+06 267055 8464 3984 2264 1720 155 2207 1202 89 834 809 258591 1005 1565 255496 200079 72732 70023 979 69044 61636 2709 2195 140 55 2055 7408 1091
internal_count=4073804 2336845 267055 8464 3984 2264 1720 155 2207 1202 89 834 809 258591 1005 1565 255496 200079 72732 70023 979 69044 61636 2709 2195 140 55 2055 7408 1091
is_linear=0
shrinkage=0.1


Tree=3551
num_leaves=31
num_cat=0
split_feature=2 4 3 3 0 5 6 6 6 6 6 1 6 4 6 6 6 6 6 6 6 4 4 4 6 6 6 6 6 1
split_gain=4.43664e+11 1.20072e+12 2.11019e+12 1.25418e+12 4.21943e+12 5.48483e+12 5.39781e+12 1.68288e+13 8.35731e+12 7.28312e+12 6.79276e+12 4.27697e+12 4.41127e+12 4.21619e+12 3.86842e+12 4.11181e+12 7.60293e+12 2.38908e+13 9.31605e+12 7.08066e+12 5.46972e+12 8.3229e+12 6.88451e+12 3.15355e+12 3.46967e+12 2.91704e+12 5.218e+12 2.91172e+12 2.81108e+12 4.06183e+12
threshold=11703.500000000002 16.500000000000004 10.500000000000002 3.5000000000000004 44.046956350000009 4.5000000000000009 98.020000000000024 103.03500000000001 134.05000000000004 118.04500000000002 87.395000000000024 44.628646350000004 116.05000000000001 4.5000000000000009 149.05000000000004 110.01500000000001 96.050000000000011 95.045000000000016 99.050000000000011 106.49500000000002 114.05000000000001 4.5000000000000009 8.5000000000000018 7.5000000000000009 66.010000000000005 73.995000000000019 78.010000000000005 55.805000000000007 62.995000000000012 42.186961750000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 10 -8 9 -9 28 12 -2 -14 15 16 17 23 -18 -20 -17 -22 -23 24 -13 -26 -27 -25 29 -6
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 14 13 -15 -16 20 18 -19 19 -21 21 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=-1.9801214518123964 -3974.7049020863956 40942.784375000003 -3937.8999289772728 -422.57762026256262 4540.7069954527806 56962.308994140629 109142.7169921875 -361.40879952566968 -41369.289468750008 73064.73911576705 -36458.216350446426 1003.0127068014707 -3090.2369233630957 -64445.359554036462 31051.587127130682 -55158.223270089286 73535.047769657263 -102893.65007102274 -4500.5042229729725 59024.264032778534 -53881.368489583343 36500.766183810767 -21305.848427220397 3317.8787540690109 17967.321298378392 -12963.397864569994 12453.749059956443 -13448.011505477154 11170.178545712375 -7874.6355312622463
leaf_weight=4059190 1321 20 22 7316 1515 20 20 35 25 22 42 2074 21 24 44 28 31 22 74 23 27 45 38 180 247 122 239 244 454 319
leaf_count=4059190 1321 20 22 7316 1515 20 20 35 25 22 42 2074 21 24 44 28 31 22 74 23 27 45 38 180 247 122 239 244 454 319
internal_value=0 549.999 17433.9 501.336 1432.89 4808.25 4379.35 26896 6835.89 27978.5 3393.64 -289.92 -5023.55 -35813 1590.86 1208.93 1925.5 947.996 25813.3 10562.1 -15697.9 -5653.5 10035.1 1683.51 2950.44 9593.49 3864.02 -6330.42 4125.19 2381.22
internal_weight=0 14614 42 14572 7256 2452 2432 102 82 57 2330 4804 1366 45 3438 3394 3256 3128 128 97 138 110 83 3106 2682 608 361 424 2288 1834
internal_count=4073804 14614 42 14572 7256 2452 2432 102 82 57 2330 4804 1366 45 3438 3394 3256 3128 128 97 138 110 83 3106 2682 608 361 424 2288 1834
is_linear=0
shrinkage=0.1


Tree=3552
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 2 4 1 4 0 4 2 0 4 4 6 4 6 7 1 1 6 1 0 3 1 4 1 0 0
split_gain=4.4273e+11 4.38469e+12 7.63348e+12 9.07122e+12 1.00041e+13 8.24784e+12 1.80922e+13 1.54714e+13 7.45822e+12 7.74268e+12 1.02225e+13 5.76721e+12 9.3993e+12 6.97836e+12 2.421e+13 1.91294e+13 1.3494e+13 1.16396e+13 2.19923e+13 1.21523e+13 1.39172e+13 1.14462e+13 8.9003e+12 8.42383e+12 8.42143e+12 8.19604e+12 8.10712e+12 7.70552e+12 7.53802e+12 9.74421e+12
threshold=32.005000000000003 37.131181300000009 37.374856000000008 56.262014700000009 37.318079750000003 75.000000000000014 23.500000000000004 37.331232350000008 17.500000000000004 55.93962770000001 15.500000000000002 2810.0000000000005 54.762682300000009 13.500000000000002 12.500000000000002 28.980000000000004 22.500000000000004 31.995000000000001 6.0000000000000009 30.425503950000003 30.157841000000001 31.995000000000001 30.277905650000005 59.91832440000001 9.5000000000000018 30.315889700000003 11.500000000000002 30.226173900000003 60.002985000000002 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 9 10 -3 13 -13 14 17 27 -17 -1 19 20 -19 23 -20 -16 25 -24 -21 -15 29 -22
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 15 21 16 -18 18 22 26 28 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2577.8145587821418 10.246791347323104 -11906.043018984856 -156.04901480163767 -6961.5080926324918 -44603.794495178772 -1160.759229955858 20248.847432175728 -45347.511015208176 30125.638969494048 -40161.200800566621 54021.804937499997 4274.4265030745291 -3179.4138186136884 -22631.12344454736 37991.535864257814 12944.996296628715 3205.9874541015797 6204.7101444977015 -3802.0566173041043 -1000.0359813049059 -13849.351530344302 18708.89360060919 81352.456012228271 -22251.701502709755 87452.820885416673 14611.385954483696 36899.117458089189 -1816.4808192389225 -4977.7930513422543 -35523.339589044939
leaf_weight=13959 3714896 397 318833 194 111 4385 146 164 42 91 25 2285 6516 194 24 2391 3513 302 67 952 503 84 23 706 30 92 60 2137 329 353
leaf_count=13959 3714896 397 318833 194 111 4385 146 164 42 91 25 2285 6516 194 24 2391 3513 302 67 952 503 84 23 706 30 92 60 2137 329 353
internal_value=0 -106.06 -220.08 -3895.17 -20660.8 -2921.17 -11845.3 -18362.4 -10388.4 -13705.3 -8000.36 965.397 -1244.18 1721.51 591.034 4121.66 7150.09 1413.32 -4582.71 -7206.05 -12958.9 -16248.6 26340.6 -20271.1 40268.5 27959.6 1246.95 -3548.8 -17842.7 -22787.3
internal_weight=0 358908 324388 5555 305 5250 865 719 555 513 422 34520 8801 25719 17484 8235 5904 16670 2711 2499 1487 814 212 730 145 115 1012 2331 1185 856
internal_count=4073804 358908 324388 5555 305 5250 865 719 555 513 422 34520 8801 25719 17484 8235 5904 16670 2711 2499 1487 814 212 730 145 115 1012 2331 1185 856
is_linear=0
shrinkage=0.1


Tree=3553
num_leaves=31
num_cat=0
split_feature=6 0 1 1 0 4 4 0 3 6 3 4 4 0 1 5 0 4 3 7 6 7 0 0 1 4 0 6 6 1
split_gain=4.77669e+11 3.19261e+12 1.02416e+13 1.83157e+13 1.08926e+13 1.05829e+13 7.88602e+12 7.51962e+12 6.22602e+12 7.74933e+12 5.98397e+12 6.03324e+12 5.5396e+12 8.26066e+12 7.84636e+12 9.93186e+12 5.37788e+12 6.22864e+12 8.33348e+12 5.90889e+12 1.10256e+13 5.53853e+12 5.14293e+12 6.7362e+12 6.53289e+12 4.55747e+12 5.13672e+12 5.09175e+12 8.11069e+12 8.1986e+12
threshold=28.005000000000006 45.082176650000008 39.873894000000007 39.908802000000009 43.550475500000012 7.5000000000000009 6.5000000000000009 46.323575350000006 3.5000000000000004 25.305000000000003 6.5000000000000009 9.5000000000000018 5.5000000000000009 45.047736150000013 38.948208550000011 2.5000000000000004 43.550475500000012 3.5000000000000004 5.5000000000000009 6.0000000000000009 22.940000000000005 6.0000000000000009 47.267650700000011 47.319699650000011 39.652459050000012 2.5000000000000004 45.015054600000006 24.030000000000005 27.215000000000003 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -1 -3 9 -4 11 -7 13 14 -6 25 17 21 -19 -18 -21 -5 24 -24 -9 26 -16 -27 29 -29
right_child=-2 7 3 16 12 10 -8 22 -10 -11 -12 -13 -14 -15 15 -17 19 18 -20 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-11387.129307154606 -5.4422710901690579 4955.0852834728557 39134.985946093751 -9598.8462210648158 3630.7342221487083 48212.034209735575 -78764.048675537109 1583.2539344428017 -15462.8890625 -4585.7323339843751 18788.814911684785 119365.80484730116 129.8263752264802 -15098.848675122616 14023.048884969683 35062.432203389835 3890.2328354295832 3878.4965914738759 -24193.623201026603 95268.074589843745 -9734.6980468750007 -43658.336314655171 4794.0596847051447 242.47988948076414 -5878.1992912910973 -12864.433265535876 -4261.9867329556519 -788.14275426775123 -16564.384783304147 57219.89692578125
leaf_weight=38 3973435 3530 125 270 1233 26 32 1952 48 60 23 22 4206 670 201 59 1730 839 121 20 20 58 3398 75445 2942 1288 652 959 377 25
leaf_count=38 3973435 3530 125 270 1233 26 32 1952 48 60 23 22 4206 670 201 59 1730 839 121 20 20 58 3398 75445 2942 1288 652 959 377 25
internal_value=0 215.45 -1240.11 3518.66 -2882.71 26928.3 -42188 433.983 16628.8 24955.3 60728.2 80824.2 -2598.19 -4698.12 -3244.53 -5625.1 1191.47 -3724.57 340.24 4768.8 42766.7 -15621.6 243.393 438.645 -2902.16 -6310.59 46.6793 -8357.68 -4092.66 685.639
internal_weight=0 100369 13102 3362 9740 304 70 87267 233 185 71 48 9670 5464 4794 3561 3058 1288 960 1770 40 328 83737 78843 4894 3502 853 2649 1361 984
internal_count=4073804 100369 13102 3362 9740 304 70 87267 233 185 71 48 9670 5464 4794 3561 3058 1288 960 1770 40 328 83737 78843 4894 3502 853 2649 1361 984
is_linear=0
shrinkage=0.1


Tree=3554
num_leaves=31
num_cat=0
split_feature=4 0 7 5 3 1 1 1 6 6 6 1 6 6 6 6 6 6 1 1 5 6 1 5 6 6 6 6 6 6
split_gain=4.4979e+11 3.04481e+12 1.71705e+13 1.47142e+13 1.57149e+13 1.80623e+13 3.1664e+13 7.38605e+13 3.50082e+13 3.49265e+13 5.41892e+13 2.95833e+13 6.05236e+13 1.22515e+14 2.4557e+13 5.71816e+13 2.4054e+13 1.67603e+13 1.62645e+13 4.96814e+13 2.52487e+13 6.58617e+13 2.17132e+13 3.74887e+13 2.72643e+13 5.20093e+13 1.16724e+14 3.66417e+13 3.19019e+13 2.93111e+13
threshold=3.5000000000000004 44.046956350000009 6.0000000000000009 4.5000000000000009 2.5000000000000004 43.80299105000001 39.843340650000009 39.763755750000009 59.815000000000005 96.050000000000011 67.91500000000002 40.965343750000009 64.015000000000015 81.02500000000002 64.805000000000021 60.910000000000004 71.715000000000018 54.410000000000004 40.024897700000004 40.377616600000003 1.5000000000000002 59.815000000000005 39.908802000000009 2.5000000000000004 125.02000000000002 84.810000000000016 87.395000000000024 116.05000000000001 76.605000000000004 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 18 6 7 9 -9 10 14 12 -8 -14 15 17 -12 -6 20 -20 21 -1 23 -22 25 28 -27 -28 29 -25
right_child=-2 -3 -4 -5 5 -7 11 8 -10 -11 16 -13 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-17733.991201671783 -8.2427056652343715 55.980989990327103 -7910.8629587851683 37117.717269897461 14929.301275634767 -9444.1704655849207 34855.560872680129 -5744.0867078508654 -168209.70364583333 118527.23550646553 -153909.09984975963 14711.627396647134 313375.81903125002 3332.1789663461541 127624.2421875 -150497.37375 -29083.193030427632 81859.864371366275 79771.266460129322 3445.0595871505898 22029.005345618207 165126.22562500002 -18275.791080656105 -29231.563992745534 -96413.438826497411 266157.77437499998 -18336.201118607958 109794.126171875 -108152.30090277777 76024.841601562497
leaf_weight=1299 3837650 225521 1558 128 288 307 229 21 36 29 26 414 25 26 20 20 38 43 87 4313 851 20 362 224 36 20 110 28 45 30
leaf_count=1299 3837650 225521 1558 128 288 307 229 21 36 29 26 414 25 26 20 20 38 43 87 4313 851 20 362 224 36 20 110 28 45 30
internal_value=0 133.949 1787.62 3452.66 2971.03 12227.8 17703.7 -928.086 -108354 12268.6 5184.72 31691 56796.3 155314 19844.1 13702.8 -79793.7 23624.2 1073.55 4954.24 -4571.09 -14961.3 3462.13 9317.14 -12625.7 -6025.32 40382.3 7661.26 -30548.4 -16799.7
internal_weight=0 236154 10633 9075 8947 1522 1215 521 57 464 435 694 280 51 371 351 64 331 7425 4400 3025 1319 1706 1344 493 457 158 138 299 254
internal_count=4073804 236154 10633 9075 8947 1522 1215 521 57 464 435 694 280 51 371 351 64 331 7425 4400 3025 1319 1706 1344 493 457 158 138 299 254
is_linear=0
shrinkage=0.1


Tree=3555
num_leaves=31
num_cat=0
split_feature=6 1 0 3 4 3 4 3 6 6 4 4 0 5 5 0 1 4 0 0 4 4 3 3 0 0 3 3 1 6
split_gain=4.37406e+11 3.2235e+12 1.20321e+13 1.57552e+13 1.53934e+13 1.22256e+13 1.13395e+13 1.01302e+13 1.38095e+13 9.94353e+12 2.2115e+13 1.77751e+13 4.20086e+13 1.10364e+13 1.41915e+13 3.32726e+13 2.21699e+13 2.66975e+13 1.88457e+13 1.55198e+13 3.06383e+13 2.45537e+13 1.09025e+13 9.93645e+12 9.72357e+12 9.68491e+12 1.15869e+13 9.45598e+12 8.11597e+12 2.39952e+13
threshold=118.04500000000002 30.242318500000007 60.042359000000012 3.5000000000000004 4.5000000000000009 15.500000000000002 24.500000000000004 1.5000000000000002 134.05000000000004 149.05000000000004 2.5000000000000004 12.500000000000002 54.724612400000005 1.5000000000000002 3.5000000000000004 54.916864950000011 30.084656550000002 9.5000000000000018 54.947759400000002 54.724612400000005 4.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 59.856552950000008 54.707511300000007 3.5000000000000004 6.5000000000000009 30.303340300000002 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 -9 10 -2 -12 -13 -11 15 25 18 -18 19 -16 23 -22 -14 -21 -17 -15 -27 -28 29 -3
right_child=1 28 3 4 -6 -7 -8 8 -10 13 11 12 22 14 16 24 17 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.8020074241737873 -56375.191007653069 -12653.751571655273 -40308.595685891545 -4017.5924200148811 -115647.71625000001 -34305.400071022734 77655.213778409103 89132.112073863638 -19499.77634375 -74484.076047585229 16525.79884811378 -144621.00021306818 -48670.427796052631 25569.403616431453 4032.6992277922454 123554.09400201612 -142883.47666015624 528.30843750000008 59720.345355373487 -40278.126875000002 -164048.97312500002 -39422.899527616282 10084.132780709497 48551.546645220595 36626.303196022731 -85286.607519531259 29024.899622241875 -48807.536190682877 -268.2075330502235 51909.531730276642
leaf_weight=4019687 49 1022 34 21 30 77 22 22 25 22 1302 22 38 62 216 31 27 25 41 20 25 43 187 34 22 24 37 27 50549 61
leaf_count=4019687 49 1022 34 21 30 77 22 22 25 22 1302 22 38 62 216 31 27 25 41 20 25 43 187 34 22 24 37 27 50549 61
internal_value=0 -282.404 3235.57 -26143 -69682.4 4883.67 6209.49 1270.61 31349.2 5512.15 9767.71 11860 -12734.4 -4854.3 -2438.12 19362.1 -12706 -73935.5 -4305.07 -12071.5 -40583.8 -85241.3 161.14 15651.7 87470.9 -4703.05 -26031.4 -3810.66 -451.721 -9017.22
internal_weight=0 54117 2485 132 51 2353 2276 81 47 2254 1598 1549 247 656 634 203 431 52 379 338 122 68 225 54 53 150 88 64 51632 1083
internal_count=4073804 54117 2485 132 51 2353 2276 81 47 2254 1598 1549 247 656 634 203 431 52 379 338 122 68 225 54 53 150 88 64 51632 1083
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=31
num_cat=0
split_feature=0 0 1 3 6 1 1 7 5 6 6 4 1 3 6 1 6 6 6 6 3 6 6 6 6 1 1 6 4 5
split_gain=4.23177e+11 4.62135e+12 4.70448e+13 2.95659e+13 3.71777e+13 2.96922e+13 1.02687e+14 2.59844e+13 3.22295e+13 2.69609e+13 4.73225e+13 2.30667e+13 6.66716e+13 5.74738e+13 4.62165e+13 3.95763e+13 3.85966e+13 2.73855e+13 5.86664e+13 2.35294e+13 2.29632e+13 2.02732e+13 2.54197e+13 4.79173e+13 4.37877e+13 4.35085e+13 2.09209e+13 2.26483e+13 2.51062e+13 2.62849e+13
threshold=43.472751400000007 43.550475500000012 43.80299105000001 15.500000000000002 60.910000000000004 40.024897700000004 39.908802000000009 6.0000000000000009 3.5000000000000004 156.15000000000003 142.05000000000004 6.5000000000000009 39.803839700000005 7.5000000000000009 67.445000000000007 39.843340650000009 80.720000000000013 74.615000000000009 86.920000000000016 70.50500000000001 3.5000000000000004 44.820000000000007 91.02500000000002 108.05000000000001 68.515000000000015 39.873894000000007 39.873894000000007 31.705000000000002 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 2 3 5 -5 6 11 8 9 10 -7 15 13 14 20 16 -2 19 -19 -17 -13 26 24 -24 -23 -26 -14 -28 29 -29
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12 12 21 -15 -16 17 -18 18 -20 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-297.45410420157566 -7727.9596967424659 -3.22463355368523 -30949.318323749816 183757.81421874999 18105.541071428572 5463.4369755653997 -76493.548118781095 -3425.433031562523 30533.113713288483 115961.64119318181 -148527.35121093752 392.37900000000002 -44943.374550010281 153108.87689596039 -85740.931611061096 13278.783454215254 -121129.56036585367 168228.15310329862 15092.076537490473 -85353.9921875 135930.47896875002 -29803.555903439406 106252.19072561554 -75269.457737379809 -221744.56834375003 -57848.988347061822 53902.672101658958 -4891.7693088107644 -42173.808036179318 114614.75528846156
leaf_weight=47273 112 4010765 429 20 42 9113 201 3348 540 22 20 25 95 41 32 743 41 36 82 25 25 369 33 26 25 46 81 63 105 26
leaf_count=47273 112 4010765 429 20 42 9113 201 3348 540 22 20 25 95 41 32 743 41 36 82 25 25 369 33 26 25 46 81 63 105 26
internal_value=0 3.49222 1712.22 2625.81 71541.8 2346.09 -8311.82 4169.93 6792.86 5392.56 5126.22 -1564.15 -12470.8 56437.6 8101.97 8849.09 -38116.6 16959.4 61811.6 10068.1 68161.4 -22224.2 -35376.5 26259.6 -43641.3 -115559 -4486.36 9489.7 -9053.85 30020.2
internal_weight=0 4.02653e+06 15766 15337 62 15275 2232 13043 9695 9155 9133 2031 992 123 82 1039 153 886 118 768 50 869 499 59 440 71 370 275 194 89
internal_count=4073804 4026531 15766 15337 62 15275 2232 13043 9695 9155 9133 2031 992 123 82 1039 153 886 118 768 50 869 499 59 440 71 370 275 194 89
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=31
num_cat=0
split_feature=0 1 1 0 6 1 1 6 4 6 4 6 4 6 6 1 6 4 5 6 4 3 6 6 4 6 3 3 6 6
split_gain=4.65722e+11 1.10454e+13 1.53265e+13 9.41212e+13 3.44542e+13 2.48152e+13 2.29764e+13 2.28667e+13 2.66521e+13 2.00582e+13 1.84156e+13 1.71385e+13 2.66553e+13 2.54147e+13 3.97328e+13 2.96522e+13 1.94186e+13 1.89204e+13 1.7734e+13 3.61437e+13 4.76548e+13 2.92252e+13 3.80725e+13 3.75456e+13 3.27328e+13 5.52381e+13 4.74866e+13 5.24892e+13 5.76152e+13 7.52771e+13
threshold=44.601833250000006 33.882313700000005 38.430814800000007 44.249882500000005 101.02000000000002 39.231261550000006 38.893394150000006 80.720000000000013 4.5000000000000009 106.49500000000002 2.5000000000000004 45.605000000000011 8.5000000000000018 50.010000000000012 50.995000000000012 38.011626600000007 45.005000000000003 19.500000000000004 2.5000000000000004 92.02500000000002 13.500000000000002 1.5000000000000002 91.02500000000002 103.03500000000001 11.500000000000002 68.515000000000015 12.500000000000002 9.5000000000000018 73.00500000000001 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -4 -8 -9 -10 -5 12 16 15 -15 -13 -3 18 21 20 -20 22 -16 24 -23 -26 27 28 -27 -30
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12 13 -14 14 17 -17 -18 -19 19 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-9275.1979453498225 6.4725612583556895 2754.2813937666101 20705.721350337011 -3439.7659454960153 -136691.96062500001 189.38526923321757 -8236.6052120715012 8436.5447048611113 -84466.642098119715 5922.6527091733878 -23702.076463184789 -34685.980944158386 -19328.80256092584 -48252.445548447984 -18396.408912392762 18760.682646595651 -44552.54694522472 96540.957102272732 -12410.084049040544 12593.323945093356 -126425.03114720395 8010.9975437619723 118621.69345238095 -75633.081311274509 -9947.6467309745967 193455.5407752404 -40243.583025568187 180087.55099690755 -52989.806140350876 108829.02964709053
leaf_weight=1322 3929793 3463 255 596 25 123530 3127 72 118 31 1813 110 737 149 591 1843 89 22 1039 713 38 3895 21 51 139 26 33 48 57 58
leaf_count=1322 3929793 3463 255 596 25 123530 3127 72 118 31 1813 110 737 149 591 1843 89 22 1039 713 38 3895 21 51 139 26 33 48 57 58
internal_value=0 -176.624 -92.3267 -422.148 -19901.1 -49.2175 -8229.79 -10433.7 -41520.5 -65660.8 -18689.1 3164.34 -2022.02 5682.65 2824.76 15750.4 1568.95 3955.43 3651.82 -4871.06 -16432.9 6753.26 -13694.8 9658.81 10680.9 39487.4 70440 89765.7 59017.8 28623.2
internal_weight=0 144011 142689 129567 2434 127133 3603 3348 221 149 2409 13122 4289 8833 6880 1953 3552 6731 6709 1790 1077 4919 612 4307 4256 361 222 189 141 115
internal_count=4073804 144011 142689 129567 2434 127133 3603 3348 221 149 2409 13122 4289 8833 6880 1953 3552 6731 6709 1790 1077 4919 612 4307 4256 361 222 189 141 115
is_linear=0
shrinkage=0.1


Tree=3558
num_leaves=31
num_cat=0
split_feature=0 1 6 4 6 6 4 3 4 4 7 6 6 6 4 6 6 6 1 4 4 6 6 6 4 6 6 3 6 6
split_gain=4.50324e+11 8.63791e+12 2.13142e+13 2.14463e+13 2.87246e+13 1.55606e+13 1.75405e+13 1.00407e+13 1.72453e+13 3.36296e+13 6.65748e+13 9.5783e+13 2.17538e+13 4.73133e+13 1.89272e+13 7.73074e+13 1.50477e+13 1.26336e+13 1.33958e+13 1.17655e+13 1.52978e+13 2.85205e+13 2.33843e+13 2.23595e+13 2.84721e+13 1.35963e+13 1.66276e+13 1.28188e+13 1.20972e+13 1.77272e+13
threshold=43.687280500000007 39.689978950000004 125.02000000000002 3.5000000000000004 87.395000000000024 26.495000000000001 6.5000000000000009 1.5000000000000002 5.5000000000000009 10.500000000000002 6.0000000000000009 45.605000000000011 59.815000000000005 43.905000000000008 8.5000000000000018 50.995000000000012 40.905000000000008 78.605000000000004 39.652459050000012 12.500000000000002 13.500000000000002 50.410000000000004 62.625000000000007 36.280000000000008 17.500000000000004 48.410000000000004 38.010000000000012 8.5000000000000018 45.005000000000003 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 -1 6 -5 -7 16 10 12 -12 13 -10 15 -15 -9 18 -14 25 21 28 -23 27 -25 26 -11 -22 29 -21
right_child=-2 -3 -4 5 -6 7 -8 8 9 19 11 -13 17 14 -16 -17 -18 -19 -20 20 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=11578.773150058925 5.1608301057053785 -77.099179053794728 -98531.152375000005 -8996.0889179687492 128946.43782552083 15790.470796263688 78664.737603469126 -6319.1071073457797 -20542.919468470984 -42961.957487896128 -11464.858558593751 268218.46705729165 -123056.65379231771 235081.73353365387 13835.177604166667 11301.348406661185 -45878.257678365713 10245.19181857639 -29799.527445948406 -15588.034133976063 -30431.202687230601 147924.07721354169 3429.0069010416664 -84863.155751651095 -2817.2003756510421 -63080.010463781531 37653.217054443361 31645.938929787662 -67119.852890624999 80704.301171875006
leaf_weight=159 3977958 93888 25 50 24 127 42 154 140 71 25 24 24 26 39 38 256 36 43 94 58 24 21 97 75 114 40 78 30 24
leaf_count=159 3977958 93888 25 50 24 127 42 154 140 71 25 24 24 26 39 38 256 36 43 94 58 24 21 97 75 114 40 78 30 24
internal_value=0 -214.193 -6787.99 -5601.45 26971.3 -9007.62 31023 -11228.9 -13470.2 -7051.62 16430 125523 980.425 17305.1 68749 102212 -31019.5 -37533.1 -63205.1 -19827.4 -11296.3 10778.3 80493 -25128.7 -49087.3 -38823.5 -13911.4 5171.86 -10418.7 3996.85
internal_weight=0 95846 1958 1933 183 1750 92 1658 1531 1121 395 49 346 243 103 64 410 103 67 726 501 193 45 308 172 225 111 136 148 118
internal_count=4073804 95846 1958 1933 183 1750 92 1658 1531 1121 395 49 346 243 103 64 410 103 67 726 501 193 45 308 172 225 111 136 148 118
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=31
num_cat=0
split_feature=4 6 6 5 1 1 1 1 1 0 6 6 6 3 2 1 1 1 0 6 0 0 0 4 5 0 5 0 1 0
split_gain=4.52739e+11 3.35001e+12 1.16694e+13 1.82653e+13 1.39219e+13 2.15673e+13 1.59561e+13 1.3422e+13 3.78033e+13 2.83673e+13 2.55065e+13 1.39773e+13 2.07631e+13 2.46989e+13 2.28183e+13 3.31653e+13 2.30379e+13 2.39538e+13 2.69178e+13 2.1099e+13 3.57485e+13 3.32732e+13 2.72978e+13 2.52049e+13 1.80646e+13 3.50937e+13 1.73256e+13 4.17853e+13 5.42477e+13 4.96304e+13
threshold=5.5000000000000009 76.00500000000001 80.030000000000015 1.5000000000000002 82.975438000000011 82.963919600000011 83.015546400000019 39.718675700000013 39.596303450000001 47.222459950000008 79.015000000000015 78.010000000000005 78.605000000000004 4.5000000000000009 75.000000000000014 37.503969450000007 38.657016300000002 30.452677500000004 59.950512650000007 79.015000000000015 59.838047850000002 59.856552950000008 59.91832440000001 3.5000000000000004 3.5000000000000004 55.768246800000007 2.5000000000000004 55.768246800000007 37.131181300000009 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 11 10 -10 -5 13 24 15 -14 17 18 19 22 23 -22 -16 -21 -13 -26 27 29 -29 -19
right_child=-2 2 -4 4 6 -7 -8 -9 9 -11 -12 12 14 -15 16 -17 -18 26 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=99.703703537296605 -20.845267784608026 -39989.993338874643 96.957330534526875 3643.09740180995 25230.789846242729 -45925.419623161768 1359.8554312948747 -5729.4388338331191 90872.130395507818 -4842.4155774568262 17097.008861287435 -27185.072870551216 -37860.10437437996 -92942.017410714296 10682.091975604364 45342.080602050788 7063.3510951400767 3755.224604532541 -29747.763700921474 -102293.50772986779 147141.24348958334 35055.053545440402 -78955.028484374998 5426.7160807291666 -20794.790707326494 136915.72284226189 -25525.193668236825 -18462.48783482143 178383.52758789062 -156494.95394021738
leaf_weight=1066637 2928705 131 60092 2966 333 119 1760 9072 106 114 84 324 63 49 106 200 1000 121 195 26 30 226 50 132 43 21 1020 28 28 23
leaf_count=1066637 2928705 131 60092 2966 333 119 1760 9072 106 114 84 324 63 49 106 200 1000 121 195 26 30 226 50 132 43 21 1020 28 28 23
internal_value=0 53.3138 -577.324 -2783.04 -2515.8 -3510.52 5157.76 -3195.59 109.518 34593.9 58255.8 -1466.68 -5579.45 -26043.6 -2826.11 25411.5 -5314.05 -11549.5 2323.02 13294.6 25104.8 48190.2 -18047.8 -12299.4 -17595.1 30954 -20248.3 6663.94 79960.5 -21840.3
internal_weight=0 1.1451e+06 78462 18370 18239 16146 2093 16027 6955 304 190 6651 3685 437 3248 263 2985 1985 765 570 414 256 156 158 388 64 1220 200 56 144
internal_count=4073804 1145099 78462 18370 18239 16146 2093 16027 6955 304 190 6651 3685 437 3248 263 2985 1985 765 570 414 256 156 158 388 64 1220 200 56 144
is_linear=0
shrinkage=0.1


Tree=3560
num_leaves=31
num_cat=0
split_feature=1 6 2 0 0 0 1 1 6 0 0 0 6 6 0 6 4 4 3 1 1 1 4 4 1 3 0 5 0 1
split_gain=4.38203e+11 3.68178e+12 6.87612e+12 9.20116e+12 1.03089e+13 1.60948e+13 1.52746e+13 7.31355e+12 3.19005e+13 1.44744e+13 1.26291e+13 1.17303e+13 9.37558e+12 6.5541e+12 1.35926e+13 9.08863e+12 9.93731e+12 1.49387e+13 1.22251e+13 9.10224e+12 1.40759e+13 1.65307e+13 2.0615e+13 1.37647e+13 1.92897e+13 1.38361e+13 1.15076e+13 1.1496e+13 1.12898e+13 9.11781e+12
threshold=82.968544750000021 31.005000000000006 9651.0000000000018 51.707269950000004 55.034466500000008 55.043091000000011 83.000013850000016 83.000013850000016 30.425000000000001 55.007293000000011 55.026775150000006 55.029726000000004 21.020000000000003 41.505000000000003 55.012854300000008 42.875000000000007 14.500000000000002 12.500000000000002 3.5000000000000004 82.970388650000018 82.991167100000027 83.015546400000019 9.5000000000000018 10.500000000000002 83.007653300000015 1.5000000000000002 55.030407050000001 1.5000000000000002 55.080855950000007 82.981285100000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -9 -10 -12 -5 14 -3 16 17 19 -19 -15 28 23 -23 24 27 -26 -24 -22 29 -21
right_child=1 13 3 4 5 -7 -8 9 10 -11 11 -13 -14 15 -16 -17 -18 18 -20 20 21 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=13.521937524824232 212.25646063847941 1730.0217069112591 20217.0864395317 -27839.013589079488 19889.644045297948 -2690.74823328717 -418.12403307546975 -4564.8551617773655 -5862.6711025504183 12901.755931327209 -66453.591956018514 -28778.878385231714 -694.90182066413433 7881.5880584832112 -233.63487489011652 -117.1488616320723 3817.7952118601006 -33484.670932719273 -5494.9698389956829 -6161.83915320917 -3138.0554287496038 -321.498685575183 -3628.0043927621573 -27792.023347848364 -3991.8900017233459 21526.215145870883 -17681.322329522205 25115.349265121364 19059.044901450165 -16870.120380473138
leaf_weight=3481938 18429 58958 174 138 718 4236 765 6632 172 511 108 352 1633 794 87667 391620 2330 287 342 3558 1528 5856 1054 122 272 971 1303 159 153 1024
leaf_count=3481938 18429 58958 174 138 718 4236 765 6632 172 511 108 352 1633 794 87667 391620 2330 287 342 3558 1528 5856 1054 122 272 971 1303 159 153 1024
internal_value=0 -79.5493 -1091.92 -2648.67 -2909.3 448.136 9413.96 -4920.74 -9692.92 -3315.32 -28980.3 -37624.2 -2810.03 -18.103 555.953 -222.713 -2315.61 -3135.83 -18266.1 -2569.15 -3087.77 -1164.8 -3499.98 5119.24 6489.61 15942.2 -11397 -475.168 -7662.68 -8554.96
internal_weight=0 591866 33868 15439 15265 5719 1483 9546 2403 7143 632 460 1771 557998 146625 411373 19753 17423 629 16794 16000 11265 8213 3052 2930 1243 2357 1687 4735 4582
internal_count=4073804 591866 33868 15439 15265 5719 1483 9546 2403 7143 632 460 1771 557998 146625 411373 19753 17423 629 16794 16000 11265 8213 3052 2930 1243 2357 1687 4735 4582
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=31
num_cat=0
split_feature=6 0 5 4 0 3 0 7 1 3 5 0 3 6 4 0 3 0 1 1 0 4 0 4 6 6 3 0 1 5
split_gain=4.32186e+11 2.67179e+12 7.46207e+12 1.81443e+13 6.5711e+12 4.74124e+12 4.36907e+12 6.66799e+12 5.80717e+12 4.14865e+12 3.58222e+12 6.75686e+12 5.44626e+12 3.39265e+12 5.99838e+12 4.80537e+12 3.26745e+12 2.94183e+12 7.80888e+12 1.36819e+13 8.23791e+12 7.65407e+12 6.89114e+12 5.64419e+12 5.63117e+12 7.16255e+12 4.72575e+12 4.55578e+12 5.46042e+12 6.30261e+12
threshold=28.005000000000006 59.838047850000002 3.5000000000000004 5.5000000000000009 59.905532300000012 10.500000000000002 59.825842200000004 6.0000000000000009 30.303340300000002 13.500000000000002 2.5000000000000004 59.982409200000006 5.5000000000000009 21.020000000000003 9.5000000000000018 59.864072000000007 2.5000000000000004 45.085557650000005 39.873894000000007 39.908802000000009 43.550475500000012 7.5000000000000009 46.323575350000006 6.5000000000000009 15.450000000000001 25.305000000000003 6.5000000000000009 47.267650700000011 39.689978950000004 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 4 -4 5 13 17 8 -8 -9 -6 -12 16 14 15 -3 -13 18 20 21 23 24 -19 -1 -20 -26 -23 28 -24 -30
right_child=-2 2 3 -5 10 -7 7 9 -10 -11 11 12 -14 -15 -16 -17 -18 22 19 -21 -22 26 27 -25 25 -27 -28 -29 29 -31
leaf_value=-10587.881681743422 -5.1766873240121036 -80819.577292798916 -94765.020207868307 22443.413048828126 -560.25355514636692 -27523.29005441377 27503.827277888806 14137.977662295389 -24467.417260174421 72936.005175781247 54040.085580357147 3003.6278717912951 45516.125859375003 -3627.9027579604781 7699.9272353663591 -18617.835850694446 -47664.710429687504 5129.5813895565661 -28365.897887731484 1090.0961261897089 -2221.505258125098 69937.724719238278 802.45053703905796 -67588.967433929443 34460.625471754807 -4183.9757221422697 14808.752717391306 529.30324869246158 -6644.8699078892305 26992.101363760969
leaf_weight=38 3973435 23 28 25 3596 132 43 21 43 28 35 35 20 523 33 27 20 3115 27 3058 10085 48 2387 32 130 76 23 74211 2450 57
leaf_count=38 3973435 23 28 25 3596 132 43 21 43 28 35 35 20 523 33 27 20 3115 27 3058 10085 48 2387 32 130 76 23 74211 2450 57
internal_value=0 204.936 -2177.31 -39478 -1732.45 -10349.5 316.678 18293.9 1518.21 47736.9 -16.4904 17759.6 828.737 -6608.63 -25390.8 -47230.6 -15421.2 291.328 -1075.82 3101.47 -2458.8 23334.3 516.089 -36645.5 14575.2 20203.4 52079 334.419 -2620.75 -5880.09
internal_weight=0 100369 4497 53 4444 738 95872 135 86 49 3706 110 75 606 83 50 55 95737 13517 3362 10155 304 82220 70 233 206 71 79105 4894 2507
internal_count=4073804 100369 4497 53 4444 738 95872 135 86 49 3706 110 75 606 83 50 55 95737 13517 3362 10155 304 82220 70 233 206 71 79105 4894 2507
is_linear=0
shrinkage=0.1


Tree=3562
num_leaves=31
num_cat=0
split_feature=6 2 2 6 3 1 2 0 2 4 6 4 1 5 1 1 1 1 0 1 6 3 6 0 0 3 6 7 0 6
split_gain=4.27713e+11 4.23846e+12 1.09484e+13 1.66391e+13 1.72694e+13 2.10667e+13 2.0874e+13 2.0017e+13 2.53539e+13 1.59623e+13 2.87245e+13 2.50615e+13 5.58989e+13 3.97403e+13 5.09455e+13 3.00913e+13 7.63158e+13 6.25271e+13 2.89153e+13 3.63921e+13 2.63792e+13 2.52347e+13 3.11901e+13 3.02753e+13 2.4632e+13 2.39655e+13 3.36826e+13 2.3312e+13 2.17696e+13 2.09351e+13
threshold=53.310000000000009 6680.0000000000009 2970.5000000000005 67.445000000000007 1.5000000000000002 39.689978950000004 5791.5000000000009 56.067362750000008 3062.5000000000005 19.500000000000004 75.010000000000005 16.500000000000004 60.590708550000009 3.5000000000000004 60.571186450000006 39.712886600000012 39.718675700000013 39.689978950000004 55.145978450000008 103.8879505 101.02000000000002 14.500000000000002 120.05000000000001 56.872182500000008 56.838524800000009 9.5000000000000018 103.03500000000001 6.0000000000000009 55.161746650000005 128.05000000000004
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 5 6 -5 8 -7 11 -11 21 13 15 20 17 25 -13 19 -14 -15 -6 23 -23 29 -17 -27 -20 -29 -24
right_child=1 -3 3 4 9 7 -8 -9 -10 10 -12 12 18 14 -16 16 -18 -19 27 -21 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=-27.935459672495501 -73.921227091664036 -242.1608532539839 1110.3156643180325 13660.742660588468 254.70091506131217 -50019.672420420546 -4029.3819353832441 -861.00210983381771 -7232.3840772658214 -7816.2781959740087 -5.6446571586790846 3187.135033970424 -60221.314393890883 -33876.879173043773 -142821.12456794508 -69073.505796355457 280.38239707419274 39206.477774777268 18991.775854294843 18908.533523367118 2309.1755355719656 2733.7686766360466 -113035.89347511575 -23828.73597705847 39930.728487723216 -1228.5077313288591 -110649.94002757352 49940.58363986545 4017.4170810831793 -38790.272412109378
leaf_weight=2336845 896079 412870 233363 1387 135215 141 1285 7818 7777 6691 15891 3150 122 409 33 203 5496 569 3232 111 397 1203 54 667 28 163 34 108 2335 128
leaf_count=2336845 896079 412870 233363 1387 135215 141 1285 7818 7777 6691 15891 3150 122 409 33 203 5496 569 3232 111 397 1203 54 667 28 163 34 108 2335 128
internal_value=0 37.5834 124.812 540.878 -141.824 -3056.31 5153.33 -4450.33 -7994.32 162.592 -2319.92 527.431 4226.88 -167.144 -21039.3 1654.15 -2788.89 8698.03 12001.9 -22524.3 -16053.2 86.5531 -10844.3 -6740.66 -47385.9 -44960.7 -20113.4 13419.5 6047.59 -60819.2
internal_weight=0 1.73696e+06 1.32409e+06 428010 194647 18408 2672 15736 7918 176239 22582 153657 16362 10454 839 9615 5896 3719 5908 233 806 137295 2080 1870 210 400 197 5675 2443 182
internal_count=4073804 1736959 1324089 428010 194647 18408 2672 15736 7918 176239 22582 153657 16362 10454 839 9615 5896 3719 5908 233 806 137295 2080 1870 210 400 197 5675 2443 182
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=31
num_cat=0
split_feature=6 5 6 0 6 4 4 1 1 1 3 0 1 4 0 7 4 0 0 1 3 1 6 0 3 1 4 1 1 1
split_gain=5.19996e+11 7.38672e+12 1.38539e+13 2.60825e+13 2.89443e+13 2.92019e+13 5.97882e+13 4.5017e+13 5.33243e+13 3.97415e+13 3.21568e+13 2.80293e+13 4.94586e+13 7.17963e+13 3.59952e+13 2.802e+13 3.81346e+13 2.71768e+13 2.55167e+13 3.14595e+13 4.90748e+13 2.55059e+13 2.47998e+13 2.44426e+13 5.53693e+13 5.29522e+13 2.37036e+13 6.85739e+13 7.87098e+13 4.2235e+13
threshold=71.030000000000015 2.5000000000000004 74.015000000000015 56.986919400000012 72.50500000000001 17.500000000000004 21.500000000000004 30.277905650000005 30.362494150000003 30.330566300000005 6.5000000000000009 56.148747500000006 38.166910000000009 20.500000000000004 55.922096200000006 6.0000000000000009 16.500000000000004 59.963561900000009 59.898927250000007 30.362494150000003 3.5000000000000004 43.047633000000012 71.715000000000018 55.910578700000009 7.5000000000000009 37.804148700000006 6.5000000000000009 30.410676000000006 30.315889700000003 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 -7 10 22 -9 14 -13 21 23 16 26 18 -17 20 -20 -14 -8 -2 25 -25 -5 28 29 -28
right_child=1 -3 -4 4 -6 6 9 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-15.562961494438785 2166.1581452803362 237.13797257550391 -1338.8887551063001 -11346.148753117941 -11269.792211193548 -15515.832740209011 -107086.31299937854 57200.328943452383 32333.985719288794 21245.815283309737 169466.06947115387 -17333.204572920979 119151.369140625 -10804.393614470109 -14902.856739814315 -23656.324513989828 -48996.75032099185 -48347.104164209908 -20818.250663352501 -57083.18372395834 73699.578178125012 28890.092926071855 -20144.997881843508 212979.9129377694 -27076.374855638587 7240.7795454545458 107174.81944335937 -2684.2288708803044 114030.37478314569 -7781.8619398584915
leaf_weight=3424081 21716 536231 81781 332 3219 77 44 42 145 229 65 453 32 575 1274 387 115 212 98 48 125 1445 129 29 46 22 40 517 136 159
leaf_count=3424081 21716 536231 81781 332 3219 77 44 42 145 229 65 453 32 575 1274 387 115 212 98 48 125 1445 129 29 46 22 40 517 136 159
internal_value=0 82.0178 -650.9 1123.39 -4741.8 2504.28 19789.6 51402.5 71849.7 -6082.61 125399 2525.74 12572.7 19174.7 1435.62 -3321.26 5980.38 -17209.6 -7177.4 16355.2 32162.6 30845.7 -42257.2 2389.88 52476.3 124230 11320.2 20152.7 55396.4 15325
internal_weight=0 649723 113492 31711 6119 2900 731 329 252 402 107 25592 2505 2052 23087 2169 1299 870 658 271 223 1477 173 21813 97 51 1184 852 335 199
internal_count=4073804 649723 113492 31711 6119 2900 731 329 252 402 107 25592 2505 2052 23087 2169 1299 870 658 271 223 1477 173 21813 97 51 1184 852 335 199
is_linear=0
shrinkage=0.1


Tree=3564
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 0 0 4 6 1 0 4 0 1 0 0 0 1 1 4 3 3 5 4 0 0 2 6 0 1
split_gain=4.88603e+11 1.27945e+13 4.55433e+13 7.5723e+13 4.2409e+13 1.27273e+14 3.97126e+13 3.9299e+13 3.89866e+13 3.48464e+13 3.36808e+13 3.76017e+13 2.51037e+13 5.1369e+13 3.55452e+13 2.96487e+13 5.05376e+13 2.94862e+13 2.88485e+13 2.84722e+13 5.33658e+13 2.74375e+13 2.44673e+13 2.3677e+13 2.15826e+13 2.32008e+13 2.12683e+13 2.51414e+13 4.47379e+13 4.06198e+13
threshold=72.50500000000001 73.995000000000019 37.543519500000009 37.729575300000008 37.503969450000007 55.812023600000011 55.922096200000006 23.500000000000004 73.41500000000002 38.166910000000009 55.676890650000011 13.500000000000002 55.660117850000006 37.631035900000008 55.910578700000009 55.710673100000008 55.812023600000011 37.618684050000006 37.618684050000006 18.500000000000004 4.5000000000000009 15.500000000000002 2.5000000000000004 4.5000000000000009 55.462387050000011 55.418618900000006 2875.5000000000005 73.00500000000001 55.660117850000006 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 8 7 -7 10 -5 -6 -12 18 15 19 -14 17 22 -4 20 -15 -21 -17 -2 25 -25 27 28 -26 -29
right_child=1 -3 3 9 5 6 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 21 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-14.554922855949588 17914.969631929362 -30.653253044547309 25432.580850834107 -9960.8799017236361 28051.638135175948 -160040.15439851722 -12997.385937500001 -41352.456530448719 92064.863170855984 3592.1684434479066 -153798.84435096156 -16181.373465401788 63311.895156250001 24945.999545522838 -5252.5164652305075 -115821.5454810049 33764.843469207139 23045.253342725409 -22862.375860683314 17902.587280444564 115016.30445174745 80926.96029286104 -31779.809803602431 -14016.898604514861 25749.262092122397 -89670.624702380956 17076.005614411431 23113.470640024811 -15240.875984025646 -4917.6286028628201
leaf_weight=3462265 506 576329 303 2063 119 98 40 39 46 23587 26 84 80 104 101 51 196 61 209 214 179 102 108 1163 300 42 534 733 2368 1754
leaf_count=3462265 506 576329 303 2063 119 98 40 39 46 23587 26 84 80 104 101 51 196 61 209 214 179 102 108 1163 300 42 534 733 2368 1754
internal_value=0 82.4036 1932.96 3859.71 -4780.27 -34516.5 -100659 -126253 8054.99 2502.11 -8820.35 -48709.1 24247.6 32179.8 49625 7559.48 -3162.14 -36060.7 5718.43 58878.1 81916.3 38245.9 -58736.6 -2963.95 -4496.4 -16653.8 -1921.32 -3889.23 -10631.8 3344.05
internal_weight=0 611539 35210 27358 7852 452 177 137 275 25650 229 110 1708 1196 700 496 416 220 512 599 283 316 159 7400 6894 1205 5689 5155 2668 2487
internal_count=4073804 611539 35210 27358 7852 452 177 137 275 25650 229 110 1708 1196 700 496 416 220 512 599 283 316 159 7400 6894 1205 5689 5155 2668 2487
is_linear=0
shrinkage=0.1


Tree=3565
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 0 6 3 1 6 0 4 4 1 3 6 6 4 1 4 1 3 1 6 1 6 3 6 6 4
split_gain=4.738e+11 7.38633e+12 1.95157e+13 2.23813e+13 3.23664e+13 3.32166e+13 3.25847e+13 2.94451e+13 2.90904e+13 6.57529e+13 2.28147e+13 2.6797e+13 2.40994e+13 3.87671e+13 2.67816e+13 3.67988e+13 6.91875e+13 3.77197e+13 3.5843e+13 3.43834e+13 3.66713e+13 3.22892e+13 2.87111e+13 3.49568e+13 2.53745e+13 2.57859e+13 5.55623e+13 2.34629e+13 2.91228e+13 2.20648e+13
threshold=77.010000000000005 2.5000000000000004 78.605000000000004 44.628646350000004 43.997056950000008 56.324067350000007 84.00500000000001 3.5000000000000004 47.386825600000002 79.710000000000022 53.20799465000001 20.500000000000004 8.5000000000000018 60.571186450000006 2.5000000000000004 86.030000000000015 88.825000000000003 3.5000000000000004 49.230435000000007 4.5000000000000009 49.030112300000006 5.5000000000000009 52.061190950000004 93.050000000000011 60.605526900000008 105.00500000000001 6.5000000000000009 149.05000000000004 114.05000000000001 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 2 -2 4 -4 -6 -7 -8 9 -5 11 -10 14 27 18 -16 21 -18 19 20 -12 -17 23 -19 25 29 -27 28 -14 -15
right_child=1 -3 3 8 5 6 7 -9 10 -11 12 -13 13 24 15 16 17 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-12.444819083926483 3950.2207959178627 238.27166532016241 -554.11540344016782 -78204.5572968091 10821.253261427635 6246.7098017939825 13354.892527173914 148846.22095371463 2500.0070337296529 -10276.189013984324 15031.40641944522 74096.084382370274 -17969.30667273594 82241.240147774181 -20427.998938596298 51407.336049491118 108801.85461341596 29565.126875000002 7155.5517084115318 26899.496490384616 181311.21155598958 175428.35871394232 3747.7121459487798 -74654.394019634958 -5560.300746086602 61426.170774147729 -154503.74256310097 35676.756833465188 -87922.795940061478 14670.370587826472
leaf_weight=3595075 7062 421445 30207 163 738 54 23 53 3830 1133 21 53 2442 53 783 109 29 45 895 130 36 26 516 113 8034 22 26 79 61 548
leaf_count=3595075 7062 421445 30207 163 738 54 23 53 3830 1133 21 53 2442 53 783 109 29 45 895 130 36 26 516 113 8034 22 26 79 61 548
internal_value=0 93.4559 -971.97 -1664.11 -7.03924 19031.6 65641 107842 -4353.48 -18819.6 -3303.22 3477.24 -5188.14 -7222.81 3291.52 -4840.86 9723.26 -2868.34 15475.1 55293 120050 75292.9 -7673.14 -44971.6 -4023.84 14996 -55535.9 -17980.6 -19674.1 20629.2
internal_weight=0 478729 57284 50222 31075 868 130 76 19147 1296 17851 3883 13968 11265 2703 1621 838 703 1082 187 57 135 674 158 8683 649 48 2582 2503 601
internal_count=4073804 478729 57284 50222 31075 868 130 76 19147 1296 17851 3883 13968 11265 2703 1621 838 703 1082 187 57 135 674 158 8683 649 48 2582 2503 601
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=31
num_cat=0
split_feature=6 7 6 4 0 3 0 4 6 5 3 0 1 4 0 1 1 0 6 1 6 6 0 1 3 0 0 4 0 6
split_gain=4.63265e+11 5.03533e+12 1.11349e+13 2.60487e+13 2.4335e+13 1.82504e+13 3.16476e+13 2.50391e+13 5.77181e+13 1.96192e+13 1.98141e+13 1.92482e+13 1.72567e+13 1.63315e+13 2.09847e+13 1.51276e+13 6.22566e+13 3.32012e+13 2.98519e+13 2.05599e+13 1.6409e+13 1.51099e+13 1.42232e+13 2.6531e+13 2.37811e+13 1.73521e+13 8.9664e+13 2.39839e+13 2.60987e+13 2.71882e+13
threshold=88.00500000000001 6.0000000000000009 94.02500000000002 4.5000000000000009 59.982409200000006 9.5000000000000018 55.039488700000007 10.500000000000002 92.02500000000002 3.5000000000000004 1.5000000000000002 43.051287600000009 30.370944000000005 16.500000000000004 60.01610465000001 37.488790500000007 37.702956500000006 55.633951400000008 89.00500000000001 39.703507450000011 91.02500000000002 112.00500000000001 56.850115550000005 37.858952300000006 10.500000000000002 55.60524465000001 55.595177750000005 12.500000000000002 55.801384500000005 90.045000000000016
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 12 -4 9 -7 8 -8 10 -5 -12 -3 14 22 18 17 -17 -11 -18 -20 -6 23 25 -24 26 -9 -27 29 -29
right_child=1 2 4 5 21 6 7 13 -10 15 11 -13 -14 -15 -16 16 19 -19 20 -21 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=8.2423932642919908 130.26261481568221 54319.879960591818 770.1844989760184 9249.3210493607967 -16988.053611463383 -10337.425551803106 115.74374289772727 -34702.508137574914 178641.07905092594 130834.99780092594 10176.926024921944 -8637.8254859516655 9754.1828307172091 5711.7522539919628 51232.954235197372 -19977.656992187502 66740.653429555095 -196147.66379076088 -22290.091668419471 3484.7127944409549 39654.958721875002 1321.9567520517001 25989.466400240388 25630.946196487912 -41508.930890330194 27444.609731657612 184724.8118125 -33514.802874529807 -5855.4641883795994 -116176.77590525793
leaf_weight=3844148 172915 113 33438 737 1296 2055 55 73 27 27 573 10649 376 4927 57 20 59 23 65 398 125 691 65 221 265 69 25 108 141 63
leaf_count=3844148 172915 113 33438 737 1296 2055 55 73 27 27 573 10649 376 4927 57 20 59 23 65 398 125 691 65 221 265 69 25 108 141 63
internal_value=0 -137.967 -955.382 -2761.29 131.274 -3296.94 394.601 4012.43 58898.5 -5670.7 -6634.01 -7677.14 20052.6 3264.07 -7830.43 10396.4 827.33 -114208 32445 11651.2 18463.2 -10620.6 -11099 -3030.57 -28213.8 -16254.4 21273.8 -25907.3 -37706.3 -63969.2
internal_weight=0 229656 56741 21316 35425 20827 8151 6096 82 12676 11959 11222 489 6014 1087 717 500 43 217 457 190 1987 1030 700 330 479 98 381 312 171
internal_count=4073804 229656 56741 21316 35425 20827 8151 6096 82 12676 11959 11222 489 6014 1087 717 500 43 217 457 190 1987 1030 700 330 479 98 381 312 171
is_linear=0
shrinkage=0.1


Tree=3567
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 6 6 4 6 6 6 4 1 4 7 4 0 0 0 0 4 7 0 5 6 7 0 6 0 0
split_gain=4.60651e+11 3.55395e+12 1.53437e+13 1.53096e+13 1.54824e+13 1.54183e+13 2.05265e+13 1.98279e+13 1.79713e+13 1.78603e+13 1.74104e+13 1.55977e+13 1.40671e+13 3.47548e+13 2.86641e+13 2.48996e+13 1.39111e+13 3.23369e+13 1.36128e+13 3.32684e+13 1.86848e+13 1.6194e+13 1.45329e+13 1.38004e+13 1.32602e+13 1.27733e+13 2.54213e+13 2.75513e+13 2.28801e+13 3.92808e+13
threshold=9.5000000000000018 82.991167100000027 55.007293000000011 54.988402950000008 83.050033500000012 65.805000000000021 35.305000000000007 16.500000000000004 78.010000000000005 75.605000000000004 60.305000000000007 15.500000000000002 82.981285100000022 14.500000000000002 6.0000000000000009 12.500000000000002 55.039488700000007 55.055052800000006 54.998919050000005 55.030407050000001 18.500000000000004 6.0000000000000009 55.055052800000006 1.5000000000000002 60.305000000000007 6.0000000000000009 55.013931500000005 63.140000000000008 55.029726000000004 55.030407050000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -5 10 9 -7 -8 -11 -2 14 15 16 -14 -18 -15 -20 22 -22 -21 -24 -19 26 27 -4 -28 -30
right_child=1 2 25 4 -6 8 7 -9 -10 11 -12 -13 13 18 -16 -17 17 24 19 20 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-36.101725841648417 63.95804972818371 595.01522530332409 -2834.6721136534397 -13399.408700925793 -44145.564090851818 -4334.844310297357 12664.339979508595 3816.7981018779101 10839.926458222311 5364.895991938165 33319.2120599306 -64944.636142985022 19544.261393273944 -10853.718071838633 55183.656433715827 48069.261290433118 -10473.146003774578 17749.270232665564 79501.080454545459 4337.5972163203141 -22086.665563376246 -1011.1767567511906 1226.2159116908483 48180.231859879037 96959.602290482959 -20.322012408284579 1148.1090056744954 -12076.004068216615 -10083.800679078311 -1050.4868887661391
leaf_weight=1892492 1876644 42794 17662 377 62 1135 1966 2141 766 47 515 96 727 964 160 171 801 537 55 2419 477 1547 105 155 22 146748 37206 3947 5569 35497
leaf_count=1892492 1876644 42794 17662 377 62 1135 1966 2141 766 47 515 96 727 964 160 171 801 537 55 2419 477 1547 105 155 22 146748 37206 3947 5569 35497
internal_value=0 31.3216 -290.485 1308.73 5607.52 6045.5 9037.34 10867.4 -1271.62 -8530.97 16951.8 -41835.9 81.9506 4230.06 14281.8 11383.5 8377.65 2408.44 -17.602 2177.86 1273.59 -5978.08 6752.27 29218 20866.7 -614.046 -1486.36 -4522.65 -648.115 -2275.5
internal_weight=0 2.18131e+06 296528 49899 7105 7043 4999 4622 2044 1278 2481 143 1.88478e+06 8140 2418 2258 2087 1360 5722 4758 4703 2024 2679 260 559 246629 99881 21609 78272 41066
internal_count=4073804 2181312 296528 49899 7105 7043 4999 4622 2044 1278 2481 143 1884784 8140 2418 2258 2087 1360 5722 4758 4703 2024 2679 260 559 246629 99881 21609 78272 41066
is_linear=0
shrinkage=0.1


Tree=3568
num_leaves=31
num_cat=0
split_feature=6 2 4 6 0 0 1 1 1 0 4 0 0 1 1 1 1 4 3 0 1 6 1 6 3 3 0 6 4 6
split_gain=4.63812e+11 3.72342e+12 7.95692e+12 1.8754e+13 1.67175e+13 3.05048e+13 2.194e+13 2.49712e+13 2.66542e+13 1.45951e+13 1.30243e+13 4.52306e+13 3.41416e+13 3.19343e+13 2.71925e+13 2.39148e+13 2.65897e+13 2.02547e+13 2.17707e+13 3.47028e+13 2.94037e+13 2.63436e+13 4.69103e+13 4.33893e+13 2.4525e+13 2.4169e+13 2.08183e+13 2.02424e+13 1.90765e+13 2.58716e+13
threshold=102.04000000000001 2599.0000000000005 9.5000000000000018 106.49500000000002 55.850146250000009 55.897267000000006 39.231261550000006 39.178027400000005 37.586700500000006 51.659529100000007 10.500000000000002 51.707269950000004 51.659529100000007 37.343102500000008 37.131181300000009 38.977585500000011 39.723160900000003 12.500000000000002 3.5000000000000004 55.840017500000009 37.517483500000004 149.05000000000004 37.858952300000006 125.02000000000002 10.500000000000002 2.5000000000000004 55.897267000000006 114.05000000000001 11.500000000000002 116.05000000000001
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 6 -6 7 8 -2 -9 11 12 -4 14 27 -15 -17 18 19 25 28 22 -22 24 26 -12 -24 -13 -20 -30
right_child=1 -3 10 -5 5 -7 -8 9 -10 -11 17 13 -14 15 -16 16 -18 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=5.5495610215252036 53714.869808100724 -412.64435773849465 -30234.141348379631 2046.3376000262554 -87539.166080729163 14522.243493312182 -18515.793795657468 42191.558291015623 -2137.8626203981162 154040.18119419643 -12606.797745028409 -99512.787547348489 109811.26157400949 2900.5941688003331 -181615.46125000002 -114897.13821957237 -23303.318501769063 -841.002687320115 130351.34263619088 44139.588953125 -14211.612543688323 -63611.601334635416 53199.151407047204 175127.00700431038 126257.27097981771 -107177.65857371796 -48642.182329963238 17240.064930555556 77745.779800724631 -39301.682812500003
leaf_weight=3966508 206 95454 27 3477 36 157 77 20 146 28 88 33 49 357 20 38 191 6292 37 75 152 39 49 29 24 39 34 27 69 26
leaf_count=3966508 206 95454 27 3477 36 157 77 20 146 28 88 33 49 357 20 38 191 6292 37 75 152 39 49 29 24 39 34 27 69 26
internal_value=0 -205.156 1467.33 4998.33 20317.8 -4515.12 30365.6 39775.2 30548.7 107437 -435.595 -13029.4 60058.3 -21369.8 -80634.4 -13279 -38502.3 908.375 17560.5 -9796.33 29600 13519.2 23963.9 66630.7 37225.2 -41648.2 11481 -46974 69436.5 45711.7
internal_weight=0 107296 11842 4147 670 193 477 400 352 48 7695 742 76 666 80 586 229 6953 661 202 459 327 288 136 107 127 83 60 132 95
internal_count=4073804 107296 11842 4147 670 193 477 400 352 48 7695 742 76 666 80 586 229 6953 661 202 459 327 288 136 107 127 83 60 132 95
is_linear=0
shrinkage=0.1


Tree=3569
num_leaves=31
num_cat=0
split_feature=6 6 1 2 4 0 2 1 1 4 1 0 4 3 4 0 3 0 2 1 1 1 1 5 4 1 1 1 0 0
split_gain=4.77913e+11 6.87294e+12 2.12165e+13 2.4564e+13 2.36423e+13 3.31501e+13 2.23816e+13 2.25892e+13 4.35545e+13 2.52538e+13 1.96224e+13 1.93717e+13 1.8957e+13 3.09726e+13 1.70848e+13 1.50929e+13 2.25609e+13 1.77253e+13 1.47484e+13 2.02748e+13 1.46964e+13 3.11058e+13 1.41019e+13 1.65641e+13 1.32678e+13 3.79839e+13 2.24458e+13 5.56606e+13 2.21964e+13 2.08221e+13
threshold=77.010000000000005 77.565000000000012 82.948524700000021 2970.5000000000005 6.5000000000000009 44.249882500000005 1696.0000000000002 39.178027400000005 39.135518400000002 16.500000000000004 83.086354900000018 55.034466500000008 13.500000000000002 5.5000000000000009 14.500000000000002 55.660117850000006 2.5000000000000004 55.82518790000001 2599.0000000000005 30.315889700000003 37.755233900000007 37.71815560000001 30.362494150000003 2.5000000000000004 20.500000000000004 37.804148700000006 37.649344350000007 37.586700500000006 55.850146250000009 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 8 9 12 -4 -5 22 -14 -6 20 17 -17 -7 -20 21 -16 -8 -24 25 26 27 29 -26 -18
right_child=1 -3 10 11 6 18 7 -9 -10 -11 -12 -13 13 -15 15 16 24 -19 19 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-12.498716800889756 149485.84654017858 49.171959101052934 28261.210172086154 -20519.041655079345 -28350.785028411123 47223.693484006231 -13900.763400593212 -5115.8933641789636 38173.697252047794 -14739.357812226914 -2199.9819451700228 625.9713219113695 98194.715415111947 7735.588023078305 -21874.625640383019 121515.41955818965 28078.683191287881 -856.20160156250006 69883.630416666667 -3030.6753442749027 27812.507002981085 -154407.72336309525 86933.806014229922 10534.482575520835 4166.3349899598388 -39144.528764433016 116582.1749599359 -85459.644010416669 -53544.861976304943 146491.61828703704
leaf_weight=3595075 21 472161 592 783 328 143 188 836 539 447 329 970 67 87 113 29 33 20 45 250 38 21 35 150 249 68 39 30 91 27
leaf_count=3595075 21 472161 592 783 328 143 188 836 539 447 329 970 67 87 113 29 33 20 45 250 38 21 35 150 249 68 39 30 91 27
internal_value=0 93.8607 3306.45 1011.14 5436.34 26752.3 2588.02 8076.54 15366 2744.42 17379.9 -8818.72 17574.1 47091.2 -9283.57 -1032.85 6611.97 71567.8 20867.8 8091.85 -27078.6 -42644.7 5387.43 24988.4 684.903 21334.8 53215.4 25756.5 -11279.9 81364.5
internal_weight=0 478729 6568 5647 3894 459 3435 2349 1513 974 921 1753 527 154 1086 758 586 49 438 295 172 134 373 185 537 197 129 90 340 60
internal_count=4073804 478729 6568 5647 3894 459 3435 2349 1513 974 921 1753 527 154 1086 758 586 49 438 295 172 134 373 185 537 197 129 90 340 60
is_linear=0
shrinkage=0.1


Tree=3570
num_leaves=31
num_cat=0
split_feature=2 4 1 1 6 6 4 0 3 6 6 4 0 1 6 4 6 6 3 5 3 4 4 4 7 6 6 3 3 7
split_gain=4.583e+11 1.33539e+12 2.24529e+12 2.75161e+12 2.52299e+12 2.1095e+12 2.07161e+12 1.96776e+12 1.8601e+12 7.86891e+12 9.54802e+12 1.02671e+13 5.00159e+12 4.85228e+12 3.82795e+12 5.91609e+12 1.04033e+13 6.17138e+12 6.9957e+12 7.75225e+12 5.2455e+12 6.04325e+12 5.24336e+12 3.70882e+12 8.05437e+12 7.53266e+12 1.18923e+13 6.08282e+12 3.44271e+12 5.36491e+12
threshold=11703.500000000002 2.5000000000000004 41.912736000000002 44.628646350000004 69.605000000000004 84.810000000000016 1.5000000000000002 63.565651350000003 2.5000000000000004 110.01500000000001 91.02500000000002 8.5000000000000018 43.6005307 43.932356550000009 110.01500000000001 10.500000000000002 130.05000000000004 120.05000000000001 5.5000000000000009 4.5000000000000009 7.5000000000000009 8.5000000000000018 9.5000000000000018 8.5000000000000018 6.0000000000000009 156.15000000000003 130.05000000000004 1.5000000000000002 4.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 9 10 12 -12 13 -3 -10 17 -17 -16 22 20 21 -20 28 25 -25 26 27 -11 29 -19
right_child=1 8 3 4 6 -7 -8 -9 14 23 11 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.0125169175659323 12963.822578510486 -29858.934270368303 -10336.859761386448 -2102.228137817383 38686.548585937497 -39060.994010977905 5022.1473575367654 -27615.996803977272 -476.05764880541506 12495.325793457032 14583.056053196568 76992.894395123105 6481.17735401969 -14.873556631131997 19982.3866489176 -4877.8440654296874 86350.514906249999 38099.900062647408 -15492.671818033854 27027.577835648146 -9296.3375234374998 -81441.974337121224 54328.230326704543 51149.792669122871 -30362.050491898146 15148.744136316636 -104375.62620738638 -43124.7380117379 -8442.4645255253236 -11134.910464638158
leaf_weight=4059190 76 56 216 360 25 29 68 33 9084 32 131 33 1717 2006 179 25 25 53 24 27 50 33 22 22 27 34 22 51 116 38
leaf_count=4059190 76 56 216 360 25 29 68 33 9084 32 131 33 1717 2006 179 25 25 53 24 27 50 33 22 22 27 34 22 51 116 38
internal_value=0 558.998 -3394.97 -5095.75 -739.63 -13736.9 14071.7 -4244.61 790.101 2566.5 3519.5 27141.1 2494.38 -825.382 31.7009 7823.05 40736.3 4786.77 -2706.39 -20854.3 -32936.7 -53673.8 7912.94 -17421.3 6235.1 -25760.6 -39007.4 -21680.9 2979.91 17540.3
internal_weight=0 14614 807 731 486 245 93 393 13807 4131 3943 164 3779 2062 9676 592 50 542 363 134 107 57 229 188 49 139 105 83 207 91
internal_count=4073804 14614 807 731 486 245 93 393 13807 4131 3943 164 3779 2062 9676 592 50 542 363 134 107 57 229 188 49 139 105 83 207 91
is_linear=0
shrinkage=0.1


Tree=3571
num_leaves=31
num_cat=0
split_feature=1 0 0 6 4 6 4 4 4 1 6 6 1 4 1 0 1 4 1 4 6 1 1 6 7 3 1 4 6 0
split_gain=4.56049e+11 1.24338e+13 2.99077e+13 5.19201e+13 3.25423e+13 3.40449e+13 3.49987e+13 2.89878e+13 8.98232e+13 5.20101e+13 3.37524e+13 8.73277e+13 4.27998e+13 2.90974e+13 2.81137e+13 2.78766e+13 4.08443e+13 4.16905e+13 4.52438e+13 4.33029e+13 2.58715e+13 2.55907e+13 2.43363e+13 3.70802e+13 2.5489e+13 2.28575e+13 2.22353e+13 3.46903e+13 2.53124e+13 2.43223e+13
threshold=65.559704250000024 57.125462300000009 57.15297970000001 75.605000000000004 5.5000000000000009 79.710000000000022 16.500000000000004 17.500000000000004 14.500000000000002 65.593879100000024 54.010000000000012 53.995000000000012 65.574968200000015 15.500000000000002 65.64204770000002 57.100506200000005 65.64204770000002 11.500000000000002 65.593879100000024 9.5000000000000018 80.720000000000013 65.64204770000002 65.593879100000024 69.605000000000004 6.0000000000000009 17.500000000000004 82.648284550000014 9.5000000000000018 85.020000000000024 55.034466500000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 -3 -9 11 21 -13 -12 25 16 17 18 19 -2 -21 -10 24 -24 -17 -7 27 28 -18 -30
right_child=1 2 -4 4 5 14 -8 9 10 -11 13 12 -14 -15 -16 22 26 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-19.227447697051673 -12611.815631103516 1508.4035522634929 114.45190497144876 -26825.810914522062 41435.486501825057 26022.931260185433 142655.63766276042 20723.763294372562 43300.471173958009 -27687.894214853528 139295.47985351563 -175281.26035156252 3558.2779551630433 48275.349541897245 -17318.950191971628 -2706.1301601199648 -4665.1279540031164 3417.4415118320489 15329.460209863215 64651.233837648906 153822.01816406249 -2596.3906720632531 -5276.935349093339 -25187.36944298703 13647.269502337376 -39113.7099609375 55.002616379334476 14126.952009717248 -11142.500430872451 -63056.610408135777
leaf_weight=3062454 52 9033 35645 136 183 1419 42 320 453 724 40 32 23 288 190 11171 12049 5619 1449 101 48 166 4937 1154 1042 56 923620 974 239 145
leaf_count=3062454 52 9033 35645 136 183 1419 42 320 453 724 40 32 23 288 190 11171 12049 5619 1449 101 48 166 4937 1154 1042 56 923620 974 239 145
internal_value=0 58.2224 1616.29 5701.22 20420.3 23820 60329.9 3009.57 4659.44 -12849.1 33065.9 20262.5 -100494 59375.4 18886.2 -20.6846 54.2385 7521.31 21496.9 65957.3 93377.4 30992.1 -3885.94 -9049.16 -1310.88 23549.9 -3.68743 -4046.9 -5470.63 -30745.5
internal_weight=0 1.01135e+06 48750 13105 2026 1890 225 11079 10035 1044 1002 674 55 328 1665 962600 944296 7269 1650 201 149 619 18304 6091 12213 1475 937027 13407 12433 384
internal_count=4073804 1011350 48750 13105 2026 1890 225 11079 10035 1044 1002 674 55 328 1665 962600 944296 7269 1650 201 149 619 18304 6091 12213 1475 937027 13407 12433 384
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=31
num_cat=0
split_feature=4 1 1 6 6 6 1 0 6 1 6 3 0 0 1 6 6 6 0 0 6 6 3 2 0 0 6 1 0 6
split_gain=5.1504e+11 3.48701e+12 1.2398e+13 1.22622e+13 5.66351e+13 3.42063e+13 1.55911e+13 1.76944e+13 1.20286e+13 1.11838e+13 1.13393e+13 2.4612e+13 8.92364e+12 1.66249e+13 8.81025e+12 7.90376e+12 6.33174e+12 6.58046e+12 5.36787e+12 3.16339e+13 7.8679e+12 1.27449e+13 6.60237e+12 5.54872e+12 5.86826e+12 1.6613e+13 9.84683e+12 5.07208e+12 1.68592e+13 5.78882e+12
threshold=2.5000000000000004 30.084656550000002 30.370944000000005 83.820000000000007 100.05000000000001 65.410000000000011 30.315889700000003 59.982409200000006 120.05000000000001 30.410676000000006 64.805000000000021 1.5000000000000002 60.002985000000002 59.933037250000005 30.303340300000002 44.820000000000007 47.420000000000009 48.025000000000013 54.724612400000005 54.73499850000001 76.605000000000004 58.995000000000012 1.5000000000000002 3338.0000000000005 54.810424650000009 54.945424150000001 91.02500000000002 30.509101000000005 60.002985000000002 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 18 3 5 -5 12 7 -7 -6 10 15 -12 13 16 -15 -4 -3 -18 20 -20 21 22 -1 -21 26 -26 -25 28 29 -11
right_child=-2 2 9 4 8 6 -8 -9 -10 27 11 -13 -14 14 -16 -17 17 -19 19 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-56122.020785360903 -5.9829544888293356 -29089.882140667774 46356.35546223959 -158660.13833333334 75720.729101562509 122848.8225758272 -12628.376025390626 20056.910795454547 -25818.737053571429 34823.743536846458 142695.85312499999 -7040.2779761904767 309.53438951646962 -28319.158258928575 -93470.640219056382 -20521.653769985467 55538.244375000002 -9204.7850268220263 93994.236306688268 19344.650512105603 -47733.371377840915 34598.144427083338 9275.5015624999996 64861.286250000005 -90890.36281250001 1330.8763701554983 -23097.772636718753 224.8531559999459 -49342.299437005837 -17341.779399956598
leaf_weight=38 3961637 137 30 30 20 34 32 33 28 52 23 21 148 35 51 43 20 73 41 207 44 60 26 35 20 838 20 109909 83 36
leaf_count=38 3961637 137 30 30 20 34 32 33 28 52 23 21 148 35 51 43 20 73 41 207 44 60 26 35 20 838 20 109909 83 36
internal_value=0 211.312 150.259 -13716.9 -50875.8 -8568.79 44794.2 72220 16489.4 230.922 31131.8 71230.9 -19954.4 -29445.2 -66955.5 6962.46 -15419.6 4718.45 5303.17 7720.73 -11403.9 1487.22 -29554.3 4562.5 1211.02 -818.803 32876.2 198.079 -17011 13483.3
internal_weight=0 112167 110838 641 78 563 99 67 48 110197 117 44 464 316 86 73 230 93 1329 1161 168 124 64 1120 913 858 55 110080 171 88
internal_count=4073804 112167 110838 641 78 563 99 67 48 110197 117 44 464 316 86 73 230 93 1329 1161 168 124 64 1120 913 858 55 110080 171 88
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 5 6 4 4 4 4 6 1 0 0 6 0 0 0 0 7 0 0 6 5 6 6 4 1 0
split_gain=4.78836e+11 5.16981e+12 1.5743e+13 4.6745e+13 4.1981e+13 4.10966e+13 5.45163e+13 3.941e+13 3.83311e+13 3.65466e+13 4.96887e+13 3.36245e+13 3.5486e+13 3.28324e+13 7.8231e+13 4.40445e+13 3.72059e+13 1.02475e+14 1.46945e+14 4.95511e+13 4.1512e+13 8.41673e+13 3.27717e+13 4.57582e+13 3.20339e+13 2.59474e+13 2.49684e+13 2.46005e+13 2.40857e+13 6.88895e+13
threshold=10.500000000000002 38.011626600000007 38.247071200000008 38.657016300000002 55.303261650000003 2.5000000000000004 69.605000000000004 24.500000000000004 24.500000000000004 26.500000000000004 30.500000000000004 58.305000000000007 38.166910000000009 55.93962770000001 55.910578700000009 59.245000000000012 55.753967500000009 55.759969450000007 55.775215600000003 55.876067900000002 6.0000000000000009 55.737027400000009 55.554045200000012 71.715000000000018 1.5000000000000002 32.005000000000003 91.02500000000002 11.500000000000002 38.927872750000006 45.059854000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 13 11 -11 -10 -13 14 16 -16 20 -18 24 -20 -3 27 23 -6 -19 -23 -17 -22 29 -5
right_child=1 2 3 28 7 -7 -8 -9 9 10 -12 12 -14 -15 15 26 17 18 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=26.530375767714645 162.49340294078621 4882.3315561104782 36239.378695669082 2384.3421324903175 -2423.3336214730762 111105.25144761031 -130133.39629836311 120944.62897460938 -23329.351018336409 134445.41834635416 -38737.376699746623 -57086.746629862886 -188500.1870192308 7481.6370876060064 -18971.015954279294 -59638.202462413698 -95998.748801037873 89740.907915900752 -28822.250230979189 -2911.2075995752139 -118383.70227272727 -7734.0964160156254 9471.3388143183365 -70021.556895345057 242546.43695652173 51390.269792938234 -163390.51959134615 -12299.219973638948 -128.0053850815984 -10921.27257695628
leaf_weight=2547999 674490 7196 317 7987 605 68 21 30 321 30 37 98 26 2889 511 215 137 34 1040 2542 22 100 4055 120 23 288 26 3422 811567 7588
leaf_count=2547999 674490 7196 317 7987 605 68 21 30 321 30 37 98 26 2889 511 215 137 34 1040 2542 22 100 4055 120 23 288 26 3422 811567 7588
internal_value=0 -44.3041 -208.148 -143.25 9293.74 40173 25902.6 6687.3 -3057.65 -30047.2 38807.2 -40414 -84641.2 -2308.47 -4126.65 -35591.2 -2528.35 -11095.7 -7899.33 -10434.2 405.139 -8002.45 5970.2 -13612 151399 36152 -70831.4 -12976.9 -202.761 -4098.03
internal_weight=0 1.5258e+06 851315 832358 5216 406 338 4810 18957 512 67 445 124 18445 15556 752 14804 3776 3639 3582 11028 3832 4780 725 57 388 241 3444 827142 15575
internal_count=4073804 1525805 851315 832358 5216 406 338 4810 18957 512 67 445 124 18445 15556 752 14804 3776 3639 3582 11028 3832 4780 725 57 388 241 3444 827142 15575
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=31
num_cat=0
split_feature=0 0 4 1 7 6 0 4 3 6 6 0 1 6 4 1 7 0 1 6 0 1 0 4 6 6 6 3 3 0
split_gain=4.97425e+11 7.91259e+12 1.75032e+13 5.64824e+13 3.41557e+13 2.4769e+13 2.59853e+13 3.59651e+13 2.02996e+13 3.17136e+13 3.13121e+13 2.01352e+13 2.42248e+13 2.29957e+13 2.05568e+13 1.95268e+13 2.99449e+13 6.21168e+13 3.16416e+13 3.90015e+13 3.58511e+13 3.80038e+13 3.41066e+13 2.91504e+13 3.28984e+13 3.46311e+13 2.56837e+13 2.38289e+13 4.20027e+13 4.49558e+13
threshold=56.888401950000009 56.83050475000001 16.500000000000004 37.331232350000008 6.0000000000000009 45.605000000000011 56.858606850000008 7.5000000000000009 4.5000000000000009 118.04500000000002 122.65000000000002 56.838524800000009 60.516422150000004 85.020000000000024 13.500000000000002 52.419561900000012 6.0000000000000009 56.838524800000009 60.605526900000008 103.03500000000001 56.858606850000008 60.66055595000001 56.850115550000005 25.500000000000004 105.00500000000001 101.02000000000002 101.02000000000002 2.5000000000000004 4.5000000000000009 56.838524800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 11 12 -10 -13 -15 -4 26 23 19 -19 21 22 -20 24 25 -18 -17 -28 29 -29
right_child=-2 2 15 4 8 6 7 -9 10 -11 -12 13 -14 14 -16 16 17 18 20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.2318690693532695 -74.786913002872637 5145.821818321886 -9859.6468019932308 364.26951673992392 3630.2915285604558 14252.329608529712 84758.438466866151 26706.990587231892 -40036.634863789877 -59476.583843773537 75994.874469225921 12234.509574925289 33880.762404486813 10909.585230928309 -36280.317641939975 3081.4554727736213 -20307.417487629493 -2307.6122556460246 72305.779568385653 -71458.57400931853 812.60345919321367 2724.8059125017639 22457.876827481483 3545.6148102557841 87612.278571428571 -149264.20435267859 -55206.005924479163 7153.9730646306825 21784.471818796166 194066.64520539317
leaf_weight=3267182 729992 1252 2463 48530 1963 1008 141 439 48 83 79 2127 581 170 202 6449 2494 4706 223 83 1601 443 357 650 28 21 33 22 403 31
leaf_count=3267182 729992 1252 2463 48530 1963 1008 141 439 48 83 79 2127 581 170 202 6449 2494 4706 223 83 1601 443 357 650 28 21 33 22 403 31
internal_value=0 16.3268 1020.77 1919.14 1193.37 15663.5 23955.7 40819.5 8853.05 1070.24 13818.3 12248 28240 8222.81 -14715 -1521.75 -351.192 -3692.67 1329.97 -3506.09 10156.1 24778.8 41623.5 -15353.4 -20184.1 -21384.2 4756.86 26852.3 32790.8 116480
internal_weight=0 3.34381e+06 76630 56623 53783 2840 1588 580 5253 2046 3207 3128 629 2499 372 20007 17544 10606 7413 4789 2624 1023 580 3193 2543 2515 6938 489 456 53
internal_count=4073804 3343812 76630 56623 53783 2840 1588 580 5253 2046 3207 3128 629 2499 372 20007 17544 10606 7413 4789 2624 1023 580 3193 2543 2515 6938 489 456 53
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 4 6 5 6 6 4 6 4 6 5 7 0 4 3 6 6 4 4 1 4 1 4 7 4 1
split_gain=4.83217e+11 3.1915e+12 1.41394e+13 3.11424e+13 2.1357e+13 3.80036e+13 3.79708e+13 3.44435e+13 2.15074e+13 1.66536e+13 1.62788e+13 1.40047e+13 4.75687e+13 1.72207e+13 3.11573e+13 3.05746e+13 2.24171e+13 2.26823e+13 2.13243e+13 3.94504e+13 2.31225e+13 1.66271e+13 1.40174e+13 1.27695e+13 1.13639e+13 2.01758e+13 1.88308e+13 1.78316e+13 1.29957e+13 1.93047e+13
threshold=102.04000000000001 40.377616600000003 39.908802000000009 18.500000000000004 57.60122925000001 6.5000000000000009 125.02000000000002 3.5000000000000004 104.01000000000001 112.00500000000001 8.5000000000000018 114.05000000000001 3.5000000000000004 118.04500000000002 3.5000000000000004 6.0000000000000009 43.472751400000007 3.5000000000000004 6.5000000000000009 142.05000000000004 125.02000000000002 4.5000000000000009 3.5000000000000004 49.195555600000006 24.500000000000004 43.997056950000008 34.500000000000007 6.0000000000000009 10.500000000000002 49.147669400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -4 -5 -7 12 -10 14 -13 16 17 -15 19 20 -19 22 -18 24 28 27 -27 -26 -3 -30
right_child=1 23 3 9 5 7 -8 -9 11 -11 -12 13 -14 15 -16 -17 21 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=5.6644644108805018 -541.94939323621907 1341.6973533275805 -87533.968190104177 138780.60785156253 27361.550798527649 -165463.76168478263 -66732.907289123541 23466.73627068015 154531.22846467391 11277.32380952381 -73921.158854687514 -14030.437737771739 3728.9916685690609 -80296.929761904757 -163536.09468750001 98589.07511574075 -35206.404528586652 48297.5078125 -29133.823317307695 -27498.149205017093 180422.92848557694 -72300.967620528376 55101.851156250006 -619.69458978584009 85811.635229492196 -54768.949595013786 738.61590125281532 -10968.311045545213 5936.4134189462175 31753.443025534147
leaf_weight=3966508 48845 11260 30 20 130 23 64 34 23 21 125 46 231 21 20 27 55 27 39 32 26 76 25 41577 32 136 111 47 3880 313
leaf_count=3966508 48845 11260 30 20 130 23 64 34 23 21 125 46 231 21 20 27 55 27 39 32 26 76 25 41577 32 136 111 47 3880 313
internal_value=0 -209.403 -793.885 -12032 -15358.2 -34473 -3679.92 -67296.4 -4757.62 73474 -88147.4 -925.382 17384.3 -12729.1 -59335.2 -3351.04 -12495.2 15811.3 32087.7 60177.5 113114 -38805.6 -6985.07 299.506 2721.56 -15755 -29824.3 28233.7 3111.35 7863.61
internal_weight=0 107296 49940 1095 1054 376 194 182 678 41 148 648 254 394 66 328 301 145 124 85 53 156 80 57356 15779 326 247 79 15453 4193
internal_count=4073804 107296 49940 1095 1054 376 194 182 678 41 148 648 254 394 66 328 301 145 124 85 53 156 80 57356 15779 326 247 79 15453 4193
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=31
num_cat=0
split_feature=0 6 5 2 3 1 4 6 3 6 4 3 6 4 3 6 6 6 6 3 5 6 6 4 1 4 2 6 3 6
split_gain=4.90266e+11 4.47298e+12 9.99772e+12 1.92139e+13 1.0017e+13 9.50025e+12 3.84192e+13 2.43798e+13 5.17473e+13 2.7966e+13 6.80607e+13 1.69042e+14 1.72858e+13 1.57767e+13 2.63496e+13 1.31014e+13 9.85389e+12 9.81163e+12 1.61396e+13 2.05962e+13 1.24775e+13 1.05707e+13 1.08125e+13 9.65816e+12 4.90982e+13 6.18848e+13 2.47124e+13 1.61061e+13 1.15575e+13 2.25538e+13
threshold=43.472751400000007 46.010000000000012 1.5000000000000002 3999.0000000000005 1.5000000000000002 39.908802000000009 3.5000000000000004 103.03500000000001 6.5000000000000009 80.030000000000015 7.5000000000000009 6.5000000000000009 116.05000000000001 9.5000000000000018 6.5000000000000009 68.515000000000015 58.305000000000007 52.015000000000008 50.995000000000012 2.5000000000000004 2.5000000000000004 64.805000000000021 60.305000000000007 18.500000000000004 39.939672500000007 20.500000000000004 3999.0000000000005 90.045000000000016 11.500000000000002 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 4 -4 -1 6 15 9 -9 13 -11 -12 -10 14 17 -3 -16 18 19 -8 21 22 -19 -7 25 -25 -26 28 29 -27
right_child=-2 5 3 -5 -6 23 7 8 12 10 11 -13 -14 -15 16 -17 -18 20 -20 -21 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=7304.792961928546 3.7588709391336295 16052.450089285716 15359.830205368527 -211.85262298574344 -1826.8448321457208 -804.82742505072702 43136.822473144537 -200968.23607954546 -92515.736263020837 -83074.662298177078 330139.43482142861 -21769.744270833336 21646.040299479166 -46163.3839157197 21314.941491699221 102577.15046875 109472.00029761906 -51649.340909090912 56766.109985977564 -57764.606896306825 -3658.6530585534792 -102939.92656901042 26730.808806818182 160715.12445312503 -114808.50037615742 24546.73717296512 -7328.1937671846554 -42773.965307617189 -2369.9722470238098 153084.53484375001
leaf_weight=1424 4026531 35 1322 1978 7680 33742 32 22 21 30 21 39 36 165 32 35 21 88 39 55 97 30 22 40 27 43 103 32 42 20
leaf_count=1424 4026531 35 1322 1978 7680 33742 32 22 21 30 21 39 36 165 32 35 21 88 39 55 97 30 22 40 27 43 103 32 42 20
internal_value=0 -320.166 1310.75 6026.26 -398.522 -900.333 -11536.7 -18149.5 -70694.6 -11963.1 39907.4 101398 -20413.6 -19998.1 -9620.09 59314.8 56245.1 -19236.8 3311.14 -20651.4 -31224.3 -50323.3 -35973.3 -644.178 17012.6 51285.3 -29651 19335 38263.4 65352.4
internal_weight=0 47273 12404 3300 9104 34869 820 750 79 671 90 60 57 581 416 70 53 363 126 87 237 140 110 34049 307 177 130 137 105 63
internal_count=4073804 47273 12404 3300 9104 34869 820 750 79 671 90 60 57 581 416 70 53 363 126 87 237 140 110 34049 307 177 130 137 105 63
is_linear=0
shrinkage=0.1


Tree=3577
num_leaves=31
num_cat=0
split_feature=2 1 0 0 6 4 4 4 0 3 1 0 6 6 4 6 4 6 6 3 3 6 6 6 4 3 4 6 6 6
split_gain=4.60339e+11 1.01122e+13 3.47532e+13 2.72286e+13 3.73474e+13 3.30917e+13 3.30262e+13 4.5001e+13 2.60385e+13 2.51569e+13 2.51322e+13 4.52899e+13 4.19202e+13 2.73364e+13 2.11036e+13 2.11296e+13 1.90615e+13 1.84769e+13 2.16793e+13 1.68106e+13 1.54016e+13 1.44941e+13 2.21076e+13 1.58028e+13 2.02126e+13 1.4706e+13 1.4424e+13 1.41245e+13 1.37528e+13 1.28515e+13
threshold=36.000000000000007 37.897576350000001 55.696737300000009 55.702806750000008 43.905000000000008 18.500000000000004 24.500000000000004 23.500000000000004 55.721784200000009 10.500000000000002 37.873748150000004 55.743464250000009 51.405000000000008 39.995000000000012 31.500000000000004 47.805000000000007 29.500000000000004 80.720000000000013 91.02500000000002 14.500000000000002 21.500000000000004 73.00500000000001 78.605000000000004 59.245000000000012 18.500000000000004 7.5000000000000009 23.500000000000004 58.305000000000007 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 10 -3 5 -5 9 7 -7 19 -4 -1 12 13 -12 15 -8 29 -14 -19 21 -21 23 -23 24 -6 26 -25 -26 -11 -17
right_child=-2 2 3 4 8 6 14 -9 -10 28 11 -13 17 -15 -16 16 -18 18 -20 20 -22 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-90.272465560369184 9.3132205004757154 -35831.938632516576 2642.4999655134507 5318.3709348063376 -44203.572784953831 -6567.8234321925956 -17555.647914141486 -113848.85074821921 59576.323418898814 16008.626199041628 16468.121363016766 -89374.223149671059 53577.592586543644 -42150.94783843225 -88774.798707932699 79725.878320312506 72101.751425781258 -36406.906129261362 64269.741397530692 3674.5867291572767 -50360.279002305331 -68350.703092748474 -16647.054524739586 28676.850951514309 7560.6054119873052 -24293.009119013499 -49349.0126953125 -71908.243479567318 44406.850092156841 932.02394512379237
leaf_weight=284071 3783399 330 905 1113 357 92 255 68 42 408 240 38 348 119 26 23 60 55 35 390 61 176 156 154 160 169 28 26 293 207
leaf_count=284071 3783399 330 905 1113 357 92 255 68 42 408 240 38 348 119 26 23 60 55 35 390 61 176 156 154 160 169 28 26 293 207
internal_value=0 -121.333 -4368.81 -2360.13 -8953.27 5629.49 -12008.3 -52162.3 -18193.7 13657.7 -39.3518 17284.1 22369.4 -2962.71 -756.753 3442.27 21906 43132.6 2745.12 -20141.4 -3633.9 -26214 -44056.2 -19588 -30277.3 -3051.44 16672.9 -3547.94 27878.4 8811.41
internal_weight=0 290405 5499 5169 2832 2337 731 160 1719 1606 284906 835 797 359 571 545 290 438 90 1677 451 1226 332 894 543 351 182 186 701 230
internal_count=4073804 290405 5499 5169 2832 2337 731 160 1719 1606 284906 835 797 359 571 545 290 438 90 1677 451 1226 332 894 543 351 182 186 701 230
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=31
num_cat=0
split_feature=1 1 7 0 0 6 6 1 4 4 1 4 6 1 3 4 6 3 4 0 6 4 4 4 6 0 1 1 0 0
split_gain=4.77716e+11 7.81799e+12 2.26005e+13 2.62114e+13 4.27842e+13 3.11783e+13 2.55202e+13 4.33788e+13 2.5458e+13 2.32907e+13 2.61241e+13 2.22747e+13 2.13178e+13 1.78482e+13 1.20888e+14 3.20888e+13 2.22638e+13 1.98505e+13 2.36331e+13 3.08897e+13 2.11524e+13 1.78098e+13 1.75929e+13 5.01834e+13 4.22033e+13 1.07569e+14 3.58424e+13 3.8665e+13 4.67672e+13 3.85957e+13
threshold=50.298521650000005 49.030112300000006 6.0000000000000009 55.82518790000001 55.81943720000001 80.720000000000013 72.50500000000001 49.095306150000006 22.500000000000004 8.5000000000000018 49.230435000000007 9.5000000000000018 38.805000000000007 49.095306150000006 18.500000000000004 19.500000000000004 56.010000000000012 1.5000000000000002 9.5000000000000018 55.783232450000007 81.705000000000013 17.500000000000004 8.5000000000000018 7.5000000000000009 128.05000000000004 55.783232450000007 49.147669400000005 49.195555600000006 55.775215600000003 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 7 21 12 10 -5 22 -9 14 15 -4 -17 18 -15 -20 -21 -6 23 26 -25 -26 29 28 -28 -3
right_child=-2 2 3 5 6 -7 -8 8 -10 -11 -12 -13 -14 17 -16 16 -18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-21.381931589211238 -42.742177055183518 -14633.866290919123 -203.56409171186576 -30389.108224904918 -14334.93560724597 34798.701374547105 -44308.909620831109 93480.286617476857 106593.74573184743 7579.8360577003323 2488.0811934551566 3135.933947388181 -3296.1158539765456 -2056.7493920877409 206494.66867439519 20252.261842606709 131551.97741699219 -2261.7575232331001 -3742.8814748128261 27553.984236606269 98773.946597222239 -55456.146679368365 -1589.5180048774098 18854.007553425672 -43991.367288306457 200377.00094476747 2286.1047825381179 873.17703841010336 -15187.836681603701 6370.6359238434634
leaf_weight=2306713 1592627 931 804 380 338 345 343 27 34 3430 664 45854 145 1161 31 41 32 39444 372 569 45 153 29108 751 31 43 2655 28618 3620 14495
leaf_count=2306713 1592627 931 804 380 338 345 343 27 34 3430 664 45854 145 1161 31 41 32 39444 372 569 45 153 29108 751 31 43 2655 28618 3620 14495
internal_value=0 27.4355 672.886 -1165.09 -1939.64 5832.87 -21978.6 -10989.6 27525.3 3599.25 -9478.71 1377.7 11895.5 -1449.26 12420.3 5560.25 69041.2 -1752.06 7611.93 18996.6 32773.7 -27148.7 373.082 1490.07 25953.7 98006.5 1088.98 -685.575 -7794.48 5102.96
internal_weight=0 2.48118e+06 174464 48358 43539 4819 1040 697 206 4474 1044 126106 172 42499 908 877 73 41591 2147 986 614 491 80252 51144 825 74 50319 34893 6275 15426
internal_count=4073804 2481177 174464 48358 43539 4819 1040 697 206 4474 1044 126106 172 42499 908 877 73 41591 2147 986 614 491 80252 51144 825 74 50319 34893 6275 15426
is_linear=0
shrinkage=0.1


Tree=3579
num_leaves=31
num_cat=0
split_feature=0 0 1 7 4 1 6 4 3 6 6 6 1 6 6 6 3 3 4 1 4 1 1 1 6 1 4 4 1 4
split_gain=5.23403e+11 2.20554e+13 4.63743e+13 5.57653e+13 1.49487e+14 4.8195e+13 5.52669e+13 3.94318e+13 3.71734e+13 3.8786e+13 3.76509e+13 3.54141e+13 3.33296e+13 4.99748e+13 3.31311e+13 3.27395e+13 5.85372e+13 4.13984e+13 5.77771e+13 3.13164e+13 4.03565e+13 3.15289e+13 1.33672e+14 6.15381e+13 6.17105e+13 5.47289e+13 4.30951e+13 3.87673e+13 4.01297e+13 6.09973e+13
threshold=55.81943720000001 55.812023600000011 37.290808600000013 6.0000000000000009 4.5000000000000009 49.030112300000006 57.995000000000012 8.5000000000000018 2.5000000000000004 110.01500000000001 120.05000000000001 82.00500000000001 37.131181300000009 51.805000000000007 138.05000000000004 55.405000000000008 12.500000000000002 5.5000000000000009 11.500000000000002 37.331232350000008 23.500000000000004 37.442254400000003 37.425454150000007 37.488790500000007 42.205000000000005 37.503969450000007 23.500000000000004 15.500000000000002 37.374856000000008 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 12 14 15 -6 10 -10 11 -8 -3 -14 19 -7 17 -17 -19 20 -4 22 27 24 -23 -25 -27 -21 -29 -30
right_child=-2 2 5 -5 7 6 8 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 21 -22 23 -24 25 -26 26 -28 28 29 -31
leaf_value=3.813468623081012 -49.684949178581483 91998.107686863586 -15024.733399590084 -3141.9727008161549 1263.1025115074472 5087.3870320598589 4511.3154464537838 93214.998274739599 36066.570362754697 -3965.8096181407318 99761.396393694202 -74553.838898982562 124743.47128429879 317555.31142578128 113359.34562500002 -8006.7528846153846 99081.757968750011 -156233.56610049293 -10604.388753255209 -25935.716739344833 -102489.02418269232 21944.935607836174 84267.496556273298 55000.720484968944 -47783.414401822178 -5603.7264332804052 17194.930697883527 2184.7407231837797 26177.698397463846 174888.21642992424
leaf_weight=2663600 1394478 89 280 400 342 2644 166 54 1391 293 28 86 41 20 25 117 30 63 48 404 65 165 218 171 550 5708 970 1157 168 33
leaf_count=2663600 1394478 89 280 400 342 2644 166 54 1391 293 28 86 41 20 25 117 30 63 48 404 65 165 218 171 550 5708 970 1157 168 33
internal_value=0 25.859 3759.83 25224.3 46005.5 2385.98 10536.8 13802 23491.4 29101.3 -10248 -22471.2 131023 187960 -1614.62 1769.47 -32232.8 -49511 -93258.8 -1905.28 -31503.5 -835.356 10398.6 -3776.02 -31692.3 -861.712 -2292.15 1259.3 9349.71 50592.9
internal_weight=0 2.67933e+06 15726 946 546 14780 4866 396 1964 1684 280 252 150 61 9914 2902 258 228 111 9889 345 9544 1980 7564 715 6849 6678 1762 1358 201
internal_count=4073804 2679326 15726 946 546 14780 4866 396 1964 1684 280 252 150 61 9914 2902 258 228 111 9889 345 9544 1980 7564 715 6849 6678 1762 1358 201
is_linear=0
shrinkage=0.1


Tree=3580
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 0 4 0 4 4 0 1 7 0 4 1 5 0 0 0 3 4 5 1 1 3 1 4 6 2
split_gain=4.96773e+11 4.21542e+12 1.46523e+13 3.18703e+13 4.12191e+13 3.51548e+13 8.2761e+13 7.85689e+13 6.04037e+13 1.09509e+14 7.86685e+13 7.10901e+13 7.99848e+13 4.73469e+13 6.4696e+13 4.65561e+13 3.68078e+13 6.29181e+13 3.9327e+13 3.60113e+13 3.29837e+13 4.23926e+13 3.01492e+13 2.85573e+13 5.23068e+13 3.75491e+13 3.01429e+13 4.63997e+13 6.61561e+13 6.92388e+13
threshold=59.505000000000003 62.375000000000007 38.066230450000006 37.71815560000001 37.563506350000004 55.850146250000009 25.500000000000004 55.702806750000008 16.500000000000004 18.500000000000004 55.753967500000009 37.618684050000006 6.0000000000000009 55.696737300000009 15.500000000000002 37.586700500000006 2.5000000000000004 55.676890650000011 55.685785750000008 55.801384500000005 8.5000000000000018 5.5000000000000009 1.5000000000000002 37.503969450000007 37.46219940000001 21.500000000000004 37.442254400000003 15.500000000000002 61.805000000000007 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 13 15 10 -10 12 -12 16 -15 20 18 -18 -6 -13 21 -9 -17 24 26 -26 -2 28 -28 -30
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 11 19 -14 14 -16 22 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=23.753652013759776 634.33043172849318 28.461896861429338 -1004.7569272073803 5096.8496593014315 1783.5785935461352 1333.3745709824939 123823.10606753701 116086.73999565974 -227627.14765625002 -25937.546366078517 -259080.51982758625 -58253.849831321022 -71659.309741786739 -70034.160085227268 131850.6428553531 101689.97886904763 -13192.104631932578 -118708.43846375513 102996.36730769232 120703.7566576087 153077.35809659094 -8792.7630032376128 -19167.588976292267 9426.1817779105531 -14555.949991215664 70410.929786998822 21643.228936928586 -4223.6750214843751 177181.21619203629 4320.732347972973
leaf_weight=2785120 33730 1078696 147532 13636 2455 1709 57 36 42 896 29 22 106 22 57 21 768 61 39 23 22 111 1207 3574 2789 53 417 475 62 37
leaf_count=2785120 33730 1078696 147532 13636 2455 1709 57 36 42 896 29 22 106 22 57 21 768 61 39 23 22 111 1207 3574 2789 53 417 475 62 37
internal_value=0 -51.3367 -461.257 822.584 -371.268 -7094.86 5286.89 -10790.3 -24192.4 -41516.1 -104392 -75636.8 -111920 -882.561 75629.6 -10328.5 -2701.54 -20956.3 3366.3 33213.4 38880.6 21790 -17100.8 884.47 71.7537 -12971.4 1139.37 18329 39089.8 112577
internal_weight=0 1.28868e+06 209988 62456 48820 7683 1766 5917 2515 1118 222 180 135 3402 79 1397 3323 829 2494 45 169 147 1228 41137 37563 2842 34721 991 516 99
internal_count=4073804 1288684 209988 62456 48820 7683 1766 5917 2515 1118 222 180 135 3402 79 1397 3323 829 2494 45 169 147 1228 41137 37563 2842 34721 991 516 99
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=31
num_cat=0
split_feature=1 0 0 6 4 6 4 4 4 1 6 6 1 6 6 1 0 1 4 4 1 4 1 6 6 5 0 5 4 1
split_gain=4.96301e+11 1.02569e+13 2.42354e+13 4.21663e+13 2.63863e+13 2.75397e+13 2.83537e+13 2.34402e+13 7.28438e+13 4.21405e+13 2.73722e+13 7.07354e+13 3.46679e+13 2.77735e+13 2.60035e+13 2.28e+13 2.23785e+13 3.32724e+13 3.81601e+13 2.63277e+13 4.54458e+13 2.89618e+13 2.18726e+13 2.09491e+13 2.02417e+13 2.47815e+13 2.12592e+13 3.66522e+13 3.09127e+13 2.02211e+13
threshold=65.559704250000024 57.125462300000009 57.15297970000001 75.605000000000004 5.5000000000000009 79.710000000000022 16.500000000000004 17.500000000000004 14.500000000000002 65.593879100000024 54.010000000000012 53.995000000000012 65.574968200000015 68.515000000000015 65.805000000000021 65.64204770000002 57.100506200000005 65.64204770000002 4.5000000000000009 11.500000000000002 65.593879100000024 9.5000000000000018 65.593879100000024 80.720000000000013 104.01000000000001 4.5000000000000009 57.174562350000009 3.5000000000000004 10.500000000000002 65.64204770000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 29 -9 11 22 -13 14 -12 -7 17 18 -2 20 21 -20 -10 -23 -4 26 27 -26 -29 -3
right_child=1 2 24 4 5 15 -8 9 10 -11 13 12 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-20.058039879356098 123312.17575334822 -1332.266242814404 485.91588124274415 -24125.613636690032 37309.653758431523 21241.492054108185 128415.47548363096 18686.706032714847 50679.817468407622 -24890.144798944802 55173.115666468861 -157727.26093750002 3228.3215608016308 947.20978575867491 141402.42959449405 -15563.067015316612 -3474.1009434021435 3.9176436933791572 -9959.0128789992577 3105.4437668998085 11452.871536675006 58209.795523282795 12394.242759638248 138450.40667317709 -81232.587058221732 43634.130552884621 -10579.797609242814 77397.07818244485 -55564.762934027778 9647.1048107880688
leaf_weight=3062454 28 6807 34841 136 183 1475 42 320 251 724 209 32 23 77 42 190 18304 937027 42 5619 1431 101 368 48 126 65 543 34 36 2226
leaf_count=3062454 28 6807 34841 136 183 1475 42 320 251 724 209 32 23 77 42 190 18304 937027 42 5619 1431 101 368 48 126 65 543 34 36 2226
internal_value=0 60.7375 1475.86 5153.07 18417.7 21479 54316.1 2727.39 4211 -11533.3 29792.1 18262.2 -90418.6 53484.8 69601.9 17041.6 -10.93 56.1993 6795.68 6345.13 17568.2 63385 27918.8 84059.1 123.918 -15563.1 -20769.9 -49000.7 9016.7 1373.38
internal_weight=0 1.01135e+06 48750 13105 2026 1890 225 11079 10035 1044 1002 674 55 328 251 1665 962600 944296 7269 7241 1622 191 619 149 35645 804 739 196 70 9033
internal_count=4073804 1011350 48750 13105 2026 1890 225 11079 10035 1044 1002 674 55 328 251 1665 962600 944296 7269 7241 1622 191 619 149 35645 804 739 196 70 9033
is_linear=0
shrinkage=0.1


Tree=3582
num_leaves=31
num_cat=0
split_feature=0 0 1 7 4 4 1 6 6 4 6 4 4 6 6 6 6 4 3 6 6 4 4 3 1 6 3 3 7 6
split_gain=5.09469e+11 1.78464e+13 3.75503e+13 4.51664e+13 1.2108e+14 3.91598e+13 4.42238e+13 4.28184e+13 3.34832e+13 3.19337e+13 3.11155e+13 5.49016e+13 5.51175e+13 3.03125e+13 3.51435e+13 2.93589e+13 4.08131e+13 3.87296e+13 4.69251e+13 3.48211e+13 2.92542e+13 3.84448e+13 4.8136e+13 2.88015e+13 2.70008e+13 4.0478e+13 2.48218e+13 2.45455e+13 2.40779e+13 2.40163e+13
threshold=55.81943720000001 55.812023600000011 37.290808600000013 6.0000000000000009 4.5000000000000009 4.5000000000000009 49.030112300000006 57.995000000000012 67.91500000000002 8.5000000000000018 55.405000000000008 11.500000000000002 8.5000000000000018 68.515000000000015 168.45000000000002 110.01500000000001 93.050000000000011 18.500000000000004 2.5000000000000004 108.05000000000001 120.05000000000001 14.500000000000002 6.5000000000000009 16.500000000000004 37.131181300000009 51.805000000000007 18.500000000000004 13.500000000000002 6.0000000000000009 138.05000000000004
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 24 8 29 10 -4 -6 -8 12 -12 -9 15 16 26 18 -18 -19 -17 22 -22 -23 -3 -26 -15 -13 -20 -7
right_child=-2 2 5 -5 9 6 7 13 -10 -11 11 27 -14 14 -16 20 17 19 28 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.6817562302786646 -49.019125440030194 82790.796330758429 -10860.100383765326 -2829.5975867156985 1134.9036726745251 -636.68497254364684 6773.8158853525129 43372.201435341267 -71854.816486816417 83883.855787037042 -10626.660428155637 -8108.8622586232304 -155589.78459201389 4955.2150252244319 124147.4983836207 -46888.091391096445 -35766.70030048077 -9610.7102438038801 130000.14680780534 112900.96691810346 -3612.145739746094 -50804.400379638675 177690.53237847224 72162.288687499997 112268.75439810404 285795.98605468747 110507.16382472828 105854.24782820992 10635.411875 99526.311067708346
leaf_weight=2663600 1394478 89 900 400 342 9304 2315 531 100 54 51 106 54 711 29 145 26 116 109 29 32 80 27 25 41 20 23 23 20 24
leaf_count=2663600 1394478 89 900 400 342 9304 2315 531 100 54 51 106 54 711 29 145 26 116 109 29 32 80 27 25 41 20 23 23 20 24
internal_value=0 25.5124 3384.34 22699.1 41401.4 2148.09 3534.72 11734.8 -16959.6 12418.9 3261.15 -31490.2 -85179.1 23085 15233.4 12881.5 20964.1 52040.3 86792.2 14891.6 -14165.1 14766.8 79356.9 -21526.6 117915 169163 8262.7 12210.1 111494 -378.976
internal_weight=0 2.67933e+06 15726 946 546 14780 13780 4452 1000 396 2549 234 105 1903 1372 1343 1034 300 155 145 309 164 59 105 150 61 734 129 129 9328
internal_count=4073804 2679326 15726 946 546 14780 13780 4452 1000 396 2549 234 105 1903 1372 1343 1034 300 155 145 309 164 59 105 150 61 734 129 129 9328
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=31
num_cat=0
split_feature=6 1 0 1 4 6 6 6 6 4 4 3 1 4 3 6 3 4 5 3 0 5 5 3 0 1 0 3 0 3
split_gain=4.98334e+11 6.09146e+12 3.37935e+13 2.06676e+13 5.07086e+13 4.35525e+13 3.4315e+13 3.29744e+13 3.2009e+13 2.9182e+13 3.42118e+13 3.01816e+13 3.00461e+13 2.85735e+13 3.92651e+13 3.20101e+13 2.76005e+13 2.69191e+13 2.56358e+13 2.45485e+13 2.99191e+13 3.70021e+13 5.30101e+13 2.9927e+13 2.99263e+13 2.41811e+13 3.91404e+13 2.56672e+13 2.6792e+13 2.7905e+13
threshold=97.020000000000024 39.004719500000007 44.249882500000005 39.178027400000005 16.500000000000004 108.05000000000001 106.49500000000002 118.04500000000002 118.04500000000002 14.500000000000002 7.5000000000000009 4.5000000000000009 39.038055050000004 19.500000000000004 17.500000000000004 108.05000000000001 8.5000000000000018 15.500000000000002 3.5000000000000004 12.500000000000002 45.040161900000008 3.5000000000000004 4.5000000000000009 6.5000000000000009 45.022979600000006 39.231261550000006 51.567244500000008 18.500000000000004 51.707269950000004 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 16 -6 9 13 10 11 18 -13 15 -15 -8 -3 -11 -7 20 23 -22 -23 -9 -25 26 -5 28 -28 -30
right_child=1 3 -4 25 6 7 8 19 -10 17 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=6.6239764948158699 121865.94529551631 -18910.580138213012 625.01137523429043 -88228.799857769598 18762.266242785015 -14788.339255714418 119083.56547214673 17020.962691293356 6957.5208989062512 169957.61875000002 -28894.347275037653 43156.206972287735 184495.3771205357 -73169.230776079974 2125.4751016512782 -13106.065603298612 -49460.357928035235 40408.706467013893 79717.685298775337 31120.040512387386 -12517.102240197837 -108815.08107043852 -4005.0170234197303 -16395.19655761719 -145825.56358695653 -465.9196846388752 35673.872862926139 -80508.760394021752 23090.617773437501 -83946.485384908548
leaf_weight=3932741 23 1168 51704 33 989 128 23 306 625 20 166 53 21 187 110 90 396 81 37 111 294 124 79 80 23 83518 550 23 60 41
leaf_count=3932741 23 1168 51704 33 989 128 23 306 625 20 166 53 21 187 110 90 396 81 37 111 294 124 79 80 23 83518 550 23 60 41
internal_value=0 -184.672 678.92 -684.706 -6859.17 -14924.6 5442.13 -2887.88 -7286.01 17972.6 5979.92 30202.2 83266 -28998.7 -45282.3 13799.8 -26645.7 66062 6403.92 -13266.8 -18704.9 -35190.1 -68026.9 1327.17 -45297.1 -310.023 18106.1 23312.4 26980.4 -20360.1
internal_weight=0 141063 51727 89336 5111 3087 2024 1523 1035 506 405 239 74 410 297 113 1564 101 165 1017 906 497 203 409 103 84225 707 674 651 101
internal_count=4073804 141063 51727 89336 5111 3087 2024 1523 1035 506 405 239 74 410 297 113 1564 101 165 1017 906 497 203 409 103 84225 707 674 651 101
is_linear=0
shrinkage=0.1


Tree=3584
num_leaves=31
num_cat=0
split_feature=0 4 1 1 0 1 1 6 1 1 1 1 6 1 6 0 0 0 1 2 5 6 0 1 1 6 5 1 1 0
split_gain=5.09368e+11 3.10254e+12 5.75234e+12 1.14872e+13 1.00199e+13 7.06405e+12 1.93582e+13 7.56368e+12 8.83513e+12 7.99128e+12 2.64515e+13 6.96707e+12 1.19342e+13 4.51115e+12 4.2692e+12 3.97575e+12 5.2619e+12 5.3378e+12 5.14786e+12 6.53968e+12 7.49671e+12 4.95471e+12 4.23295e+12 5.00091e+12 3.59736e+12 4.79951e+12 5.87094e+12 9.14993e+12 8.54011e+12 5.44807e+12
threshold=54.94110555000001 1.5000000000000002 82.901648750000021 82.648284550000014 55.02095400000001 37.804148700000006 37.649344350000007 55.015000000000008 37.600779750000008 30.084656550000002 30.472130500000002 37.978059650000013 53.310000000000009 82.911604200000014 49.895000000000003 55.02095400000001 55.026775150000006 55.046782850000007 83.971434050000013 9651.0000000000018 3.5000000000000004 62.995000000000012 54.962581500000006 83.086354900000018 30.624707450000006 44.010000000000012 1.5000000000000002 37.442254400000003 37.131181300000009 55.554045200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -9 -11 12 -7 -4 -8 22 -17 -18 21 20 -20 -19 -15 -24 -2 26 27 -26 -28 -27
right_child=1 -3 13 4 -6 11 14 9 -10 10 -12 -13 -14 15 -16 16 17 18 19 -21 -22 -23 23 -25 25 29 28 -29 -30 -31
leaf_value=51.617817823093596 15752.705161526022 -29.01805515698328 -25085.720536250861 68115.021053890305 13513.517533860251 5997.6783994932439 -35561.416958512935 34782.597445913467 67353.806977982968 -117933.38305288463 -9134.2283178557391 4387.9557601648039 101875.4140625 19759.776113281252 -90818.29432870372 47008.835218749999 -35661.780218349355 9194.8413140190969 1705.8755604619564 -16429.383715236247 56421.993504050923 52154.18345170455 -6920.6391235894107 -35153.24266455639 -7729.5786393048329 61995.859735107428 -11976.290768914474 65242.74660156251 -78371.747032752406 3854.3896160815139
leaf_weight=1301151 146 2766968 91 49 107 37 29 26 22 26 159 3425 20 40 27 25 39 144 345 209 27 33 225 87 122 20 76 20 26 83
leaf_count=1301151 146 2766968 91 49 107 37 29 26 22 26 159 3425 20 40 27 25 39 144 345 209 27 33 225 87 122 20 76 20 26 83
internal_value=0 -24.2232 2309.49 4011.22 30664 3036.12 -5552.61 -1182.88 5350.47 -17129.2 -24424.9 4965.01 39639 -3636.48 -62203.1 -1973.89 1834.23 417.209 2273.52 -2275.08 5677.21 17204.2 -10866.7 -14793.2 2583.59 -2957.31 -10598.4 2548.21 -28900.6 15144
internal_weight=0 2.77265e+06 5685 4420 156 4264 782 726 515 211 185 3482 57 1265 56 1174 822 797 758 581 372 177 352 312 493 347 244 142 102 103
internal_count=4073804 2772653 5685 4420 156 4264 782 726 515 211 185 3482 57 1265 56 1174 822 797 758 581 372 177 352 312 493 347 244 142 102 103
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=31
num_cat=0
split_feature=1 1 4 0 7 4 4 6 0 6 6 0 1 6 0 7 6 5 1 6 6 4 6 3 5 6 4 6 4 6
split_gain=4.80408e+11 4.69746e+12 3.92737e+13 4.52617e+13 2.92083e+13 6.0086e+13 5.68311e+13 3.38002e+13 2.69215e+13 2.45547e+13 2.5621e+13 2.17508e+13 3.9628e+13 5.76759e+13 2.93346e+13 2.16518e+13 2.04504e+13 2.63178e+13 1.93834e+13 1.93442e+13 1.90931e+13 1.7407e+13 4.3715e+13 2.78375e+13 3.91742e+13 3.63584e+13 2.33443e+13 2.26046e+13 2.17528e+13 4.16914e+13
threshold=82.860505900000007 82.901648750000021 16.500000000000004 55.050541250000002 6.0000000000000009 20.500000000000004 23.500000000000004 41.705000000000005 55.055052800000006 38.995000000000012 99.050000000000011 55.012912000000007 82.895858600000011 39.995000000000012 55.007293000000011 6.0000000000000009 86.920000000000016 2.5000000000000004 82.895858600000011 72.020000000000024 75.605000000000004 9.5000000000000018 98.020000000000024 6.5000000000000009 3.5000000000000004 134.05000000000004 11.500000000000002 53.705000000000005 10.500000000000002 90.045000000000016
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 21 11 5 9 7 -6 -9 -5 -11 14 -13 -14 16 -16 17 20 -17 -7 -4 27 28 26 -25 -26 -24 -2 29 -23
right_child=1 -3 3 4 6 19 -8 8 -10 10 -12 12 13 -15 15 18 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-18.305924177612948 3467.8910100597382 11.317066584100324 -454.05675896265313 38737.863760163069 -13108.394638720703 -23534.040942663436 423.62349626550724 -58476.247586621452 -18723.018997638981 -3535.376838637575 78656.038461538468 -273.90624770227572 -11487.621971425289 37210.252241190137 -74073.332437499994 67351.129146634616 -32764.434060715419 36478.001637148234 -20899.714884268378 -88800.506837993424 -45548.40576171875 12931.986884001351 -25446.724255213678 -13666.612628001412 23201.800539822052 142848.36591005066 15749.256086247142 -3461.6154054436456 4367.0471250519131 111912.15695857558
leaf_weight=3172333 14927 855192 4278 172 500 87 796 554 246 1378 39 3084 357 763 75 26 197 191 582 95 96 4112 853 177 81 37 164 6876 5493 43
leaf_count=3172333 14927 855192 4278 172 500 87 796 554 246 1378 39 3084 357 763 75 26 197 191 582 95 96 4112 853 177 81 37 164 6876 5493 43
internal_value=0 64.4197 1045.71 -3489.81 -12630.8 -3176.04 -20619.6 -33504.5 -46252.1 3057.74 -1273.23 173.615 5576.98 21687.8 -3998.24 -23379.2 -1218.48 142.869 -17125.8 -57601.7 -1443.78 2916.78 6167.82 -10958.4 16087.3 60718.1 -18803.5 1282.54 8496.76 13956.3
internal_weight=0 901471 46279 13516 3867 1771 2096 1300 800 1589 1417 9649 4204 1120 5445 683 4762 4565 608 182 4374 32763 10960 1312 295 118 1017 21803 9648 4155
internal_count=4073804 901471 46279 13516 3867 1771 2096 1300 800 1589 1417 9649 4204 1120 5445 683 4762 4565 608 182 4374 32763 10960 1312 295 118 1017 21803 9648 4155
is_linear=0
shrinkage=0.1


Tree=3586
num_leaves=31
num_cat=0
split_feature=6 5 7 2 2 1 0 6 5 6 1 6 3 3 3 3 3 3 6 0 0 6 2 1 6 4 1 0 0 1
split_gain=4.66366e+11 3.34723e+12 1.40464e+13 1.57603e+13 4.22511e+13 3.54177e+13 2.53803e+13 1.99819e+13 1.70175e+13 1.76611e+13 1.72423e+13 1.5436e+13 1.44103e+13 1.60215e+13 1.39301e+13 1.74259e+13 1.39069e+13 4.0733e+13 5.93024e+13 7.53595e+13 3.50154e+13 7.29019e+13 6.98517e+13 4.42154e+13 3.7818e+13 5.99955e+13 3.26881e+13 3.17504e+13 3.06505e+13 2.93031e+13
threshold=118.04500000000002 3.5000000000000004 6.0000000000000009 2875.5000000000005 2865.5000000000005 43.997056950000008 57.174562350000009 122.65000000000002 1.5000000000000002 149.05000000000004 39.044653900000007 142.05000000000004 2.5000000000000004 9.5000000000000018 7.5000000000000009 4.5000000000000009 9.5000000000000018 8.5000000000000018 168.45000000000002 47.234875100000004 45.063245050000006 122.65000000000002 5444.0000000000009 61.335446300000008 125.02000000000002 12.500000000000002 60.605526900000008 51.307150200000002 50.556058150000005 38.97264950000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -5 -7 -4 10 -10 -12 -11 14 15 -14 17 -2 20 -20 29 22 23 27 -23 -26 28 -22 -27 -19
right_child=1 -3 3 6 5 7 -8 -9 9 12 11 -13 13 -15 -16 -17 -18 18 19 -21 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.9258520276915654 -2270.7340542925626 454.45929188583023 -36535.292085021225 924.28984783913404 -19191.112007472828 177208.73551136366 -59980.904824218749 50535.752695312505 12608.843388512021 -19315.24539388021 -20785.439227145012 64378.525713315226 111294.25366962141 24274.829421713919 152985.3415127841 -11181.586421130953 2525.5124330367462 -23317.811457741478 184575.36447916669 -7032.6209420072119 103555.43822108678 -90018.417364066001 -56503.545060961173 205049.37593750001 4111.6289557988357 -23243.988183593752 -12470.50508722855 5379.4455426025397 -140141.49651334636 -92508.326050158532
leaf_weight=4019687 15009 28484 81 3033 23 33 70 20 1008 36 285 23 26 97 22 21 4732 110 30 65 56 112 66 20 271 32 59 80 75 138
leaf_count=4019687 15009 28484 81 3033 23 33 70 20 1008 36 285 23 26 97 22 21 4732 110 30 65 56 112 66 20 271 32 59 80 75 138
internal_value=0 -291.603 -1120.65 3769.98 11587 84436.9 -449.659 129408 8124.48 10507.5 6281.59 -14425.8 38038.7 50476.9 87311.8 56571 -2241.12 -3640.09 -22089.5 53475.2 -29134.3 -18621 29735.2 66220.8 -38174.8 -24887.7 -72230 45804.9 -105181 -61819
internal_weight=0 54117 25633 4778 1675 76 3103 53 1599 1518 1316 308 202 166 69 47 20855 16123 1114 95 1019 771 222 156 549 437 166 136 107 248
internal_count=4073804 54117 25633 4778 1675 76 3103 53 1599 1518 1316 308 202 166 69 47 20855 16123 1114 95 1019 771 222 156 549 437 166 136 107 248
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 3 6 4 4 7 4 6 3 4 6 3 6 3 6 1 6 6 6 4 1 4 1 1 7
split_gain=4.59984e+11 9.61197e+12 3.6692e+13 1.44318e+14 5.23119e+13 3.96287e+13 6.58355e+13 6.36158e+13 2.63256e+13 2.41928e+13 5.1681e+13 2.27327e+13 2.05338e+13 1.50663e+13 1.19622e+13 1.19536e+13 1.16873e+13 1.16638e+13 1.4665e+13 1.55858e+13 1.36048e+13 3.10933e+13 2.32745e+13 1.15576e+13 1.17079e+13 1.10344e+13 1.47295e+13 1.06298e+13 2.98931e+13 1.88094e+13
threshold=45.073441650000007 45.07004340000001 39.004719500000007 38.989878900000008 100.05000000000001 39.018051150000005 1.5000000000000002 78.605000000000004 15.500000000000002 15.500000000000002 6.0000000000000009 19.500000000000004 64.015000000000015 9.5000000000000018 17.500000000000004 61.805000000000007 9.5000000000000018 53.005000000000003 10.500000000000002 92.02500000000002 38.977585500000011 86.920000000000016 92.02500000000002 45.305000000000007 16.500000000000004 38.927872750000006 4.5000000000000009 39.033214400000013 39.029038350000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 15 25 11 17 27 -6 -12 -5 -8 23 19 -19 21 -20 -23 -11 -25 -3 -27 28 -7 -30
right_child=-2 2 5 8 13 12 16 -9 -10 10 14 -13 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=6.6853899102883094 -12.092229556104032 -4350.9186771963887 59839.18702080306 -17377.563642341505 -49248.291788796821 11252.436534464152 5861.6073995755414 250400.12073863638 -55251.347534404711 -3059.829491224692 -3563.9928886793587 -33613.321433014571 -7490.2822329082192 -144453.02578125001 20403.919767442723 -51624.266207812499 27693.532630373156 -20110.055474235072 -2932.331256356324 -95406.786988146559 -25424.373096559761 167225.83774181549 26857.459997106485 60434.968554687504 6180.9374623444128 -496.91571047628531 20137.608154609246 9980.8093226188048 -3867.2174644102606 -37084.145859213888
leaf_weight=450616 3606732 334 86 552 68 1665 508 22 434 1065 261 329 1260 22 1030 125 474 528 169 29 114 21 27 60 118 451 1485 3756 1266 197
leaf_count=450616 3606732 334 86 552 68 1665 508 22 434 1065 261 329 1260 22 1030 125 474 528 169 29 114 21 27 60 118 451 1485 3756 1266 197
internal_value=0 93.3762 2467.24 -2872.13 3155.3 6643.21 24549.9 98657.2 -36025.7 4286.47 -644.674 -9147.97 4246.56 -72520.6 15558.4 -23700.8 16399.6 -5370.82 -14123.8 -24030.4 2546.68 17241.2 88268.6 882.325 24468.8 12434.8 15330.7 6394.79 2088.82 -8340.04
internal_weight=0 467072 16456 7222 6111 9234 1090 108 1111 6021 3751 2460 8144 90 1291 677 982 2131 888 557 331 217 48 1243 178 2270 1936 6884 3128 1463
internal_count=4073804 467072 16456 7222 6111 9234 1090 108 1111 6021 3751 2460 8144 90 1291 677 982 2131 888 557 331 217 48 1243 178 2270 1936 6884 3128 1463
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=31
num_cat=0
split_feature=6 4 3 0 2 5 4 3 2 2 4 2 0 1 1 0 0 0 0 4 0 3 3 1 1 3 5 5 4 3
split_gain=4.51639e+11 1.03027e+12 1.08199e+13 9.99616e+12 7.28494e+12 5.71209e+12 8.01932e+12 5.72938e+12 4.53687e+12 3.94477e+12 6.85943e+12 6.18044e+12 5.97155e+12 6.6138e+12 3.54795e+12 5.28963e+12 3.68316e+12 3.03611e+12 2.97236e+12 1.39654e+13 6.02704e+12 5.60541e+12 3.44025e+12 2.48086e+12 6.33527e+12 5.18703e+12 4.64896e+12 3.725e+12 2.92777e+12 2.14094e+12
threshold=247.90000000000001 3.5000000000000004 2.5000000000000004 54.947759400000002 3338.0000000000005 4.5000000000000009 2.5000000000000004 1.5000000000000002 3191.5000000000005 3658.0000000000005 1.5000000000000002 5160.5000000000009 54.86311005000001 47.504912950000005 72.839788400000018 54.86311005000001 56.986919400000012 45.029425500000009 43.472751400000007 4.5000000000000009 43.550475500000012 9.5000000000000018 7.5000000000000009 92.865667950000017 83.00362155000002 4.5000000000000009 3.5000000000000004 2.5000000000000004 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 2 5 -4 -5 9 8 -8 -7 10 -2 -11 17 -14 16 -16 -13 -12 19 -3 -20 22 -21 24 29 26 -26 -25 -27 -22
right_child=1 18 3 4 -6 6 7 -9 -10 11 12 14 13 -15 15 -17 -18 -19 20 21 23 -23 -24 27 25 28 -28 -29 -30 -31
leaf_value=-0.93253221509394624 35323.351608537945 -72830.20424017137 83492.839749243954 55458.279985119058 -22456.959709821429 -82878.716949728259 37451.277256944442 -32192.605803571427 -22439.711458333335 66790.641335227279 -32107.201633522731 -25349.314637451171 -11444.824755859376 -86737.395156250001 2232.9571105957034 66823.041210937503 26367.951171875 10271.492172784674 45274.988306451618 -2370.2748539705458 4385.1648547906934 40725.941796875006 -45403.904241071432 -1732.2644716005068 26199.880818965517 26315.154648437503 -35581.014285714286 -42566.565820312506 69939.105218750003 -2036.1458697336395
leaf_weight=4070611 35 31 31 21 28 23 27 21 27 22 22 40 28 20 32 21 21 73 31 161 835 28 21 74 29 40 21 32 25 1373
leaf_count=4070611 35 31 31 21 28 23 27 21 27 22 22 40 28 20 32 21 21 73 31 161 835 28 21 74 29 40 21 32 25 1373
internal_value=0 1188.85 5397.61 39051.3 10935.3 -1137.09 -22213.7 6982.08 -50241.7 5440.96 -4356.32 18263.9 -14068.1 -42816.7 8899.06 27825.3 -7545.01 457.479 422.201 -10176.4 1460.52 -927.476 -7335.69 901.336 1584.01 24466.8 251.905 -14059.6 43093.6 392.203
internal_weight=0 3193 492 80 49 412 98 48 50 314 178 136 143 48 114 53 61 95 2701 241 2460 210 182 2429 2323 115 50 106 65 2208
internal_count=4073804 3193 492 80 49 412 98 48 50 314 178 136 143 48 114 53 61 95 2701 241 2460 210 182 2429 2323 115 50 106 65 2208
is_linear=0
shrinkage=0.1


Tree=3589
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 3 6 6 4 6 6 6 1 2 6 6 3 3 5 4 4 6 4 6 1 2 3 4 1
split_gain=4.45382e+11 3.47603e+12 7.92902e+12 1.079e+13 9.77396e+12 2.07445e+13 1.89075e+13 1.14566e+13 9.26178e+12 1.12439e+13 7.94378e+12 1.19393e+13 1.00383e+13 1.11721e+13 2.99143e+13 7.4619e+12 9.7678e+12 8.12711e+12 7.32855e+12 7.06347e+12 1.74066e+13 1.23706e+13 1.30748e+13 1.02971e+13 1.00077e+13 1.02732e+13 9.68856e+12 9.16705e+12 1.02202e+13 8.54361e+12
threshold=60.753246850000004 60.064438250000002 26.500000000000004 30.205407000000005 108.05000000000001 134.05000000000004 3.5000000000000004 103.03500000000001 33.805000000000007 3.5000000000000004 118.04500000000002 106.49500000000002 80.030000000000015 30.472130500000002 5444.0000000000009 84.810000000000016 73.995000000000019 11.500000000000002 6.5000000000000009 2.5000000000000004 8.5000000000000018 4.5000000000000009 39.505000000000003 5.5000000000000009 71.715000000000018 30.242318500000007 3338.0000000000005 12.500000000000002 17.500000000000004 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -10 11 12 19 -14 -15 16 -4 -18 -13 21 26 -5 23 -23 29 -26 -21 28 -27 -22
right_child=-2 2 15 10 5 -7 -8 -9 9 -11 -12 18 13 14 -16 -17 17 -19 -20 20 24 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1.9648082677000627 278.36391565987196 -10718.593099340731 7070.6464138194033 4121.7505824253958 128495.1183314732 -37479.658052884617 11211.462094907409 -59501.899684979842 -11092.974413564254 5049.2257814141958 -55506.19141601563 83438.501734375008 -23458.39660608894 93431.303830645164 -34820.354709694606 58342.125901442312 -47536.937102971315 -1952.740652773796 3306.0664248511912 -64978.107291666667 41353.706931682216 -18575.072130743349 -10269.187961459373 959.84470120722096 59654.805761718751 -20522.621096540181 -6554.109571551734 -18343.132540189305 24051.33328064594 454.39408698283455
leaf_weight=4001071 56679 548 1404 1359 28 26 27 31 490 3615 30 25 456 31 44 26 61 109 21 30 182 303 3693 2465 32 70 527 156 194 71
leaf_count=4001071 56679 548 1404 1359 28 26 27 31 490 3615 30 25 456 31 44 26 61 109 21 30 182 303 3693 2465 32 70 527 156 194 71
internal_value=0 -3.92753 -1472.45 -2211.86 1684.19 36124.7 70919.5 1088.61 1492.29 3122.39 -4127.91 -3968.34 -4211.54 -17575.8 18190.3 5207.18 4329.47 -18309.4 46856.3 -3430.17 3511.95 -4550.5 -6374.61 -1178.55 13951 5037.17 -9700.82 875.825 12232.5 29876
internal_weight=0 4.01712e+06 16054 14454 4765 81 55 4684 4653 4105 9689 9659 9613 531 75 1600 1574 170 46 9082 1262 7820 6461 2768 705 452 557 420 264 253
internal_count=4073804 4017125 16054 14454 4765 81 55 4684 4653 4105 9689 9659 9613 531 75 1600 1574 170 46 9082 1262 7820 6461 2768 705 452 557 420 264 253
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=31
num_cat=0
split_feature=2 2 6 4 4 6 6 4 4 6 3 5 6 6 6 5 3 0 6 5 4 4 1 4 4 7 4 6 6 0
split_gain=4.54725e+11 4.81999e+12 7.55908e+12 5.21686e+12 7.57302e+12 7.41228e+12 5.13297e+12 4.32701e+12 6.74108e+12 9.15991e+12 6.7589e+12 4.69585e+12 4.58253e+12 3.97415e+12 3.90631e+12 4.10071e+12 3.82973e+12 3.6397e+12 3.94715e+12 3.58792e+12 3.4033e+12 2.90086e+12 4.43393e+12 5.17211e+12 5.72629e+12 6.04228e+12 4.66026e+12 2.94366e+12 2.51649e+12 2.7117e+12
threshold=10180.500000000002 10876.500000000002 75.605000000000004 14.500000000000002 12.500000000000002 108.05000000000001 78.010000000000005 4.5000000000000009 6.5000000000000009 92.02500000000002 4.5000000000000009 3.5000000000000004 86.030000000000015 38.405000000000008 108.05000000000001 3.5000000000000004 6.5000000000000009 56.385857200000011 96.050000000000011 2.5000000000000004 19.500000000000004 18.500000000000004 83.754481100000007 3.5000000000000004 11.500000000000002 6.0000000000000009 12.500000000000002 68.00500000000001 72.50500000000001 56.520242650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 14 12 -11 -4 19 -2 -9 -16 -12 18 -8 -10 -3 22 26 -24 25 28 27 -15 29 -25
right_child=1 20 3 5 -6 -7 17 8 9 10 16 -13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.9364124997519419 -4836.898192603031 -22.327077664961248 -44025.269149116852 46369.323493303578 77030.147993607956 -52110.132910156251 -1298.6358501233553 23895.865787760416 47632.98665734494 -44597.286468349361 38764.359875000002 22228.750654296877 66981.53626302084 -2308.4800618365339 35535.095299030174 92076.715489130438 -11128.796284179689 -16247.627935267858 53585.768808593755 9252.711517137097 -40294.415066964284 25211.941839402723 -26581.486460982924 12310.415788247687 -5132.6465727707437 48257.164498697915 16465.257929190946 -19785.398204162058 42490.977248128256 -3327.3175661001633
leaf_weight=4042576 694 27827 23 28 22 24 38 66 33 39 25 20 24 655 29 23 40 70 20 93 21 62 43 643 232 45 118 113 24 134
leaf_count=4042576 694 27827 23 28 22 24 38 66 33 39 25 20 24 655 29 23 40 70 20 93 21 62 43 643 232 45 118 113 24 134
internal_value=0 380.129 3946.2 13953.7 19855.1 -373.716 7585.73 16824.1 20295.8 11120.5 -11685.9 -13209.4 26933 1711.45 40045.8 60543.9 8060.88 -898.178 17627 19304.7 -52.696 3907.95 3249.83 7428.47 8785.08 12601.8 -2037.14 -4879.95 10598.7 9613.56
internal_weight=0 31228 3380 617 437 180 156 415 372 254 104 43 150 2763 118 52 65 128 58 126 27848 2069 2007 1121 1078 846 886 768 801 777
internal_count=4073804 31228 3380 617 437 180 156 415 372 254 104 43 150 2763 118 52 65 128 58 126 27848 2069 2007 1121 1078 846 886 768 801 777
is_linear=0
shrinkage=0.1


Tree=3591
num_leaves=31
num_cat=0
split_feature=6 3 5 4 6 0 4 1 4 1 3 1 1 4 0 7 4 4 2 6 1 7 3 1 0 1 6 6 1 1
split_gain=4.43009e+11 6.41102e+12 4.87008e+12 4.55396e+12 5.95625e+12 1.11215e+13 1.27133e+13 1.17051e+13 9.60597e+12 6.88575e+12 5.69131e+12 5.56936e+12 1.31381e+13 7.28249e+12 4.84056e+12 4.37768e+12 4.84611e+12 4.63634e+12 4.32199e+12 1.62655e+13 1.84285e+13 2.33126e+13 3.504e+13 2.26911e+13 1.93705e+13 1.51618e+13 1.30318e+13 1.16079e+13 1.2249e+13 2.08728e+13
threshold=29.715000000000003 1.5000000000000002 4.5000000000000009 22.500000000000004 29.015000000000004 43.6005307 4.5000000000000009 43.047633000000012 8.5000000000000018 30.410676000000006 3.5000000000000004 82.648284550000014 82.981285100000022 18.500000000000004 59.825842200000004 6.0000000000000009 8.5000000000000018 10.500000000000002 75.000000000000014 26.495000000000001 37.374856000000008 6.0000000000000009 9.5000000000000018 37.488790500000007 55.667390500000003 37.873748150000004 28.980000000000004 28.980000000000004 37.600779750000008 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 -6 8 -8 10 -7 -11 -13 -14 -12 -1 -17 -18 19 25 -21 22 23 -22 -24 -3 -26 28 -25 -30
right_child=-2 3 -4 -5 5 9 7 -9 -10 11 14 12 13 -15 -16 16 17 -19 -20 20 21 -23 24 27 26 -27 -28 -29 29 -31
leaf_value=-897.77233010852183 -6.1874085030983004 606.29424837484555 -40922.911435231857 -1526.4554609419756 -25020.829732259117 31981.435640639156 129627.44604003907 -2793.1371093750004 40079.149286684784 410.30567524982501 -31486.878505522633 13732.093549554287 2337.0580236954374 -18698.985898437499 11629.074932119333 -11668.92673998088 13986.24027301856 -4701.7301603992082 306.9129367757896 -29728.615644929851 70020.903222965295 3845.4698138708359 18535.86153971354 44841.405007269153 85049.041519657258 -46067.40024207747 185683.82503551137 -15009.727774720273 -62124.731197212837 21964.107587840463
leaf_weight=22293 3935263 3528 31 10234 24 138 25 21 23 5286 29 1170 929 200 255 822 169 619 91203 98 79 783 24 133 31 71 22 118 37 146
leaf_count=22293 3935263 3528 31 10234 24 138 25 21 23 5286 29 1170 929 200 255 822 169 619 91203 98 79 783 24 133 31 71 22 118 37 146
internal_value=0 175.754 -1312.83 486.622 684.008 3288.38 37670.4 59476.1 86718.9 2889.03 15321.6 2197.33 6306.17 -1389.43 7226.39 -1261.46 -6297.24 -693.777 464.888 3306.67 12166.3 15156.6 30167.8 20726.2 93070.5 -314.47 126822 11753.2 21747 4962.54
internal_weight=0 138541 23934 114607 104373 8100 93 69 48 8007 422 7585 2299 1129 284 23903 1610 788 96273 5070 1471 1373 590 513 77 3599 53 434 316 183
internal_count=4073804 138541 23934 114607 104373 8100 93 69 48 8007 422 7585 2299 1129 284 23903 1610 788 96273 5070 1471 1373 590 513 77 3599 53 434 316 183
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=31
num_cat=0
split_feature=3 6 6 5 1 0 0 0 3 0 4 6 3 3 3 1 7 4 6 2 1 1 5 0 0 6 6 7 6 0
split_gain=4.47457e+11 3.02369e+12 7.06544e+12 1.04108e+13 2.98393e+13 1.05238e+13 9.46979e+12 1.43557e+13 1.36222e+13 1.10793e+13 1.08838e+13 1.81714e+13 9.59048e+12 9.08007e+12 9.71919e+12 2.68857e+13 1.31236e+13 9.79367e+12 7.88224e+12 1.16356e+13 1.12361e+13 1.1079e+13 1.06863e+13 1.05355e+13 1.03871e+13 8.74136e+12 9.78978e+12 7.51191e+12 6.74962e+12 8.02807e+12
threshold=22.500000000000004 142.05000000000004 103.03500000000001 2.5000000000000004 39.079932600000006 56.288960650000007 55.82518790000001 55.710673100000008 23.500000000000004 56.838524800000009 24.500000000000004 118.04500000000002 24.500000000000004 26.500000000000004 25.500000000000004 37.897576350000001 6.0000000000000009 26.500000000000004 134.05000000000004 5261.5000000000009 39.723160900000003 39.044653900000007 3.5000000000000004 55.046782850000007 54.724612400000005 128.05000000000004 116.05000000000001 6.0000000000000009 101.02000000000002 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 18 -9 10 -8 12 -12 14 15 -13 17 -17 19 20 25 -20 23 -21 -22 26 27 -5 -2 -30
right_child=1 -3 3 6 5 -7 9 8 -10 -11 11 13 -14 -15 -16 16 -18 -19 21 22 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.3560941542856622 259.89925786152986 -6944.6087496710161 -114852.97986778845 -45112.173084677423 -12186.433760340075 68801.008630952376 -59846.38274864784 130928.92812500001 32670.442478197674 18499.976794273676 -7093.8878358783149 81620.255561755956 61830.196638371403 20632.952762276789 -96869.014819335949 -131301.4369318182 -13400.216817908653 -36943.929829545457 99201.008531250001 86952.499908577127 -79295.365553977274 10354.130072021486 6015.9797189295978 12561.910791015625 12034.608144531252 -39084.594623161764 44209.909033203126 15511.094403889974 -72950.422280092593 -7116.9081344345877
leaf_weight=4032453 39504 564 26 31 68 21 39 21 43 229 33 21 52 42 20 22 65 22 25 47 33 32 87 32 20 34 72 60 27 59
leaf_count=4032453 39504 564 26 31 68 21 39 21 43 229 33 21 52 42 20 22 65 22 25 47 33 32 87 32 20 34 72 60 27 59
internal_value=0 327.278 427.834 7997.11 -20609 6922.96 11037.5 20462.2 64911.5 1751.15 -10386.5 -3422.78 35071.4 -20464.5 -31971.8 -21987.6 -41948.7 -84122.7 14447.9 9669.49 -3958.52 49322.1 30193.6 56819.6 -44831.2 7037.69 16658.3 -5140.79 198.977 -27785.6
internal_weight=0 41351 40787 1197 115 89 1082 537 64 545 316 277 85 192 150 130 109 44 473 416 250 57 166 79 53 197 163 91 39590 86
internal_count=4073804 41351 40787 1197 115 89 1082 537 64 545 316 277 85 192 150 130 109 44 473 416 250 57 166 79 53 197 163 91 39590 86
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=31
num_cat=0
split_feature=6 5 6 3 0 1 4 4 0 4 4 0 6 4 1 1 3 0 1 3 2 0 3 1 1 5 2 0 1 0
split_gain=4.44289e+11 2.4761e+12 1.49884e+13 1.86827e+13 6.82479e+12 1.05556e+13 6.3787e+12 1.10303e+13 1.23478e+13 1.07821e+13 4.00834e+13 2.12794e+13 2.07404e+13 1.30437e+13 1.57418e+13 1.02006e+13 8.56879e+12 8.16787e+12 7.40548e+12 1.71093e+13 6.92459e+12 1.26904e+13 5.83861e+12 5.61023e+12 5.7645e+12 5.24535e+12 5.13177e+12 5.05565e+12 5.0429e+12 4.47172e+12
threshold=28.005000000000006 2.5000000000000004 21.020000000000003 9.5000000000000018 55.696737300000009 41.966773150000002 4.5000000000000009 2.5000000000000004 44.046956350000009 5.5000000000000009 8.5000000000000018 44.895258050000002 15.450000000000001 6.5000000000000009 41.966773150000002 43.997056950000008 1.5000000000000002 56.888401950000009 37.780517050000007 3.5000000000000004 3062.5000000000005 44.046956350000009 2.5000000000000004 38.430814800000007 47.17130860000001 3.5000000000000004 5444.0000000000009 54.188398350000007 92.948588300000011 45.001720900000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -9 16 11 -11 29 14 -13 -14 17 -8 19 -18 21 -20 26 -23 -25 -6 -10 -24 -3 -12
right_child=-2 2 3 -5 25 -7 9 8 22 10 12 13 15 -15 -16 -17 18 -19 20 -21 -22 23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=278.73436618415934 -5.2486690245387813 -11451.987371225308 -72712.157377485797 50464.386835937505 -53987.471718749999 27666.140576171878 -3060.98713921441 98960.200000000012 45030.966388895431 -27709.997539062504 -21471.754830228369 108825.97063519021 -118316.60525568182 136722.84572143556 -12480.05125 -26585.074565972227 -123217.06496803978 69177.244374999995 73866.587500000009 -6269.7469558189659 -27328.024364570396 37114.824813988096 -33925.249725341797 -37844.745793904054 4258.106647135417 -116300.53950639204 -2652.2987458259831 19705.083688902247 36281.140000000007 2142.7619769603589
leaf_weight=98362 3973435 193 22 20 35 20 72 21 83 20 91 23 22 32 20 27 22 20 20 29 239 21 32 71 60 22 31 39 25 675
leaf_count=98362 3973435 193 22 20 35 20 72 21 83 20 91 23 22 32 20 27 22 20 20 29 239 21 32 71 60 22 31 39 25 675
internal_value=0 207.786 -3269.37 -37691 -55500.2 -24913 -1099.78 9700.94 26293.2 -4227.86 2468.13 63940.3 -4697.33 88380.4 52404.6 -67770.7 -15226.7 12643 -20776.5 -56717.6 -16316.7 -1015.97 18044.5 -10868.9 -18561 -78038.1 32064.5 -4466.33 -5978 -662.618
internal_weight=0 100369 2007 119 99 42 1888 424 206 1464 910 95 815 75 43 49 554 92 462 51 411 172 185 152 131 57 114 71 218 766
internal_count=4073804 100369 2007 119 99 42 1888 424 206 1464 910 95 815 75 43 49 554 92 462 51 411 172 185 152 131 57 114 71 218 766
is_linear=0
shrinkage=0.1


Tree=3594
num_leaves=31
num_cat=0
split_feature=4 0 0 7 3 6 0 6 0 1 6 6 1 0 6 6 5 6 6 1 6 6 3 3 0 6 6 3 3 1
split_gain=4.38848e+11 3.59729e+12 2.09537e+13 4.12279e+13 3.56463e+13 3.3182e+13 3.82038e+13 4.36301e+13 4.05117e+13 3.88734e+13 3.45836e+13 9.85694e+13 4.11934e+13 7.6738e+13 3.21042e+13 2.8162e+13 4.42983e+13 4.35432e+13 3.30438e+13 2.68617e+13 3.7596e+13 4.18699e+13 3.80602e+13 3.92942e+13 3.73179e+13 9.73443e+13 3.6207e+13 4.56286e+13 3.09291e+13 3.1899e+13
threshold=5.5000000000000009 59.91832440000001 59.950512650000007 6.0000000000000009 4.5000000000000009 98.020000000000024 59.939085000000013 130.05000000000004 59.933037250000005 30.330566300000005 82.905000000000015 83.820000000000007 30.323041000000003 59.933037250000005 93.050000000000011 67.91500000000002 2.5000000000000004 65.805000000000021 63.140000000000008 30.370944000000005 118.04500000000002 33.805000000000007 2.5000000000000004 1.5000000000000002 59.939085000000013 104.01000000000001 114.05000000000001 3.5000000000000004 2.5000000000000004 30.624707450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 9 -7 -6 -12 14 -14 -13 17 -17 18 -5 20 21 -3 23 -22 -21 28 -23 -28 29 -26
right_child=-2 2 -4 15 5 6 7 -9 -10 -11 11 12 13 -15 -16 16 -18 -19 -20 24 22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.9993155400555693 -20.522986899498676 -16718.369071556775 -5.2994174521342785 -5040.7626887806682 -9145.2715592205404 -119679.66873094512 -66668.098987268517 111493.29672851563 -167513.24428571429 4665.9029687499997 238334.95468750002 -104748.62184995995 -10591.909722222223 220913.54293154762 51084.385058593754 -99419.8797162829 -6001.211819989966 125927.95492350262 -108664.64824810607 -7893.944157300677 -59290.014988199866 16614.37523732394 -31011.644279679011 42599.677253765767 47958.016319344897 209116.24357638892 43163.911554687504 213158.29859374999 -20513.980220143392 -71301.65571875
leaf_weight=1082866 2928705 378 52353 456 906 41 27 28 35 65 22 39 45 21 20 95 109 24 33 1568 48 4844 368 179 218 27 75 20 164 25
leaf_count=1082866 2928705 378 52353 456 906 41 27 28 35 65 22 39 45 21 20 95 109 24 33 1568 48 4844 368 179 218 27 75 20 164 25
internal_value=0 52.4896 791.828 5015.72 6822.72 -8877.49 -46657 24032.2 -74230.8 -43430 -1845.4 43145.6 8792.32 63068.9 -51923.9 -18077.1 -49505 -5579.44 -12033.8 9300.55 12690.8 15358.5 -11147.7 21054.7 -711.065 25240 17813.4 78952.2 13041.8 35688.5
internal_weight=0 1.1451e+06 62233 9880 9163 1249 196 55 141 106 1053 147 125 66 59 717 204 513 489 7914 5912 5317 595 227 2002 434 4939 95 407 243
internal_count=4073804 1145099 62233 9880 9163 1249 196 55 141 106 1053 147 125 66 59 717 204 513 489 7914 5912 5317 595 227 2002 434 4939 95 407 243
is_linear=0
shrinkage=0.1


Tree=3595
num_leaves=31
num_cat=0
split_feature=2 4 1 6 6 1 6 6 1 4 6 6 6 6 6 5 6 3 6 5 2 0 0 6 0 6 0 1 6 1
split_gain=4.3832e+11 1.13264e+12 1.83294e+12 2.23465e+12 2.58899e+12 2.40295e+12 1.63785e+12 1.6611e+12 1.61706e+12 3.05066e+12 5.48514e+12 3.39534e+12 8.65854e+12 6.54674e+12 2.94818e+12 2.35007e+12 2.93911e+12 7.26878e+12 3.09821e+12 4.64828e+12 4.31099e+12 2.10409e+12 1.5191e+13 8.54e+12 5.48054e+12 2.49034e+13 7.25811e+12 8.67169e+12 4.48997e+12 3.98234e+12
threshold=11703.500000000002 2.5000000000000004 41.912736000000002 128.05000000000004 84.810000000000016 44.628646350000004 75.605000000000004 57.995000000000012 41.966773150000002 3.5000000000000004 59.815000000000005 88.00500000000001 99.050000000000011 78.605000000000004 80.720000000000013 5.5000000000000009 168.45000000000002 7.5000000000000009 156.15000000000003 4.5000000000000009 13916.000000000002 63.565651350000003 59.699368850000006 70.50500000000001 52.960348700000004 72.50500000000001 44.249882500000005 42.186961750000002 52.990000000000002 72.839788400000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 10 -3 13 -13 -11 -15 16 18 -18 19 21 -21 22 24 29 26 -26 -10 -28 -24 -23
right_child=1 8 3 -5 5 -7 -8 -9 15 11 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 23 28 -25 25 -27 27 -29 -30 -31
leaf_value=-1.9681552568084599 18002.814388020834 -1724.2173939732145 -3853.0063008101347 26756.136297052559 -51097.926290760872 -8722.4476013183594 34685.043821022729 -17293.389413452151 980.59983392255799 -1436.8901590827768 -67372.943085937513 68609.441145833334 -4703.4020966198977 -68254.500316220248 -14607.653105468751 30053.755831473216 -3132.1225211971064 -63376.490690104169 30510.564149305559 64125.116388494323 8501.2650249280432 -16289.214869225543 -26751.285393415179 60277.896920572923 6598.6809974464213 122414.0715625 14116.580875651041 -41425.183780589388 -86381.144832710605 13906.846474116992
leaf_weight=4059190 30 35 654 22 23 32 22 24 11515 1179 20 24 49 21 20 28 121 24 36 22 38 69 28 30 259 20 42 85 23 119
leaf_count=4059190 30 35 654 22 23 32 22 24 11515 1179 20 24 49 21 20 28 121 24 36 22 38 69 28 30 259 20 42 85 23 119
internal_value=0 546.677 -3094.78 -4631.47 -5605.41 -26443.1 11685.7 2315.61 759.515 -2530.59 -25596.5 -1549.44 19399.5 -2802.94 -42085.3 1115.49 1050.31 -13103.6 1217.35 1131.27 28896.7 994.602 817.315 10730.7 1050.31 14900.9 718.379 -23057 -53643.2 2824.25
internal_weight=0 14614 807 731 709 55 76 54 13807 1348 55 1293 73 1220 41 12459 12431 145 12286 12250 60 12190 11972 218 11921 279 11642 127 51 188
internal_count=4073804 14614 807 731 709 55 76 54 13807 1348 55 1293 73 1220 41 12459 12431 145 12286 12250 60 12190 11972 218 11921 279 11642 127 51 188
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=31
num_cat=0
split_feature=4 7 1 1 6 0 6 1 1 6 1 3 6 0 6 2 6 6 5 1 1 0 0 6 2 1 3 6 6 1
split_gain=4.25013e+11 3.04584e+12 3.74779e+12 1.1055e+13 4.18185e+12 1.06255e+13 6.10084e+12 3.56728e+12 5.94755e+12 6.63488e+12 5.62773e+12 5.89106e+12 4.81629e+12 4.96788e+12 4.83095e+12 6.64524e+12 5.4966e+12 3.80325e+12 3.65718e+12 3.50709e+12 3.45119e+12 2.867e+12 5.23836e+12 4.63056e+12 2.78733e+12 4.25575e+12 2.69826e+12 2.51839e+12 9.02932e+12 1.14475e+13
threshold=2.5000000000000004 6.0000000000000009 30.157841000000001 33.882313700000005 142.05000000000004 55.183288250000011 134.05000000000004 39.652459050000012 39.777866350000004 46.805000000000007 38.989878900000008 1.5000000000000002 110.01500000000001 54.604289300000012 73.995000000000019 3999.0000000000005 84.00500000000001 84.810000000000016 3.5000000000000004 39.908802000000009 43.997056950000008 54.973017600000006 55.348830750000012 44.820000000000007 3658.0000000000005 50.298521650000005 1.5000000000000002 73.41500000000002 78.605000000000004 38.109452700000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 26 7 10 9 -9 18 -12 14 -14 19 17 -17 -16 -5 -10 -19 -21 23 -23 25 -24 -6 -1 29 -29
right_child=-2 2 3 4 5 -7 -8 8 12 -11 11 -13 13 -15 15 16 -18 20 -20 21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=275.34625611368313 -5.4349624026929506 47526.557812500003 -55165.795107736893 14193.187644554742 19416.883946572583 77076.171023995543 -37932.54006204044 11538.789521484376 27512.799699878695 -63329.942887931044 9592.8748442778724 66823.447198660724 64460.837906250003 5738.6636252010576 -7539.4063539566532 -25523.471777343751 36989.246023637817 -18974.927796128217 -4199.8191749129182 -4700.1278399082403 -63708.708003627231 11315.213531759511 22928.832033783536 77107.065224609381 -8520.0750052657786 -18681.335864257813 -27008.228087797623 9902.6602284307082 468.30446862018846 -9129.5057796894162
leaf_weight=101058 3961637 20 31 291 31 28 34 20 64 29 37 35 25 34 62 22 39 34 172 265 35 23 106 20 102 32 21 368 6891 2238
leaf_count=101058 3961637 20 31 291 31 28 34 20 64 29 37 35 25 34 62 22 39 34 172 265 35 23 106 20 102 32 21 368 6891 2238
internal_value=0 191.958 4507.42 3966.98 5141.3 27411 3938.35 4922.18 1119.29 -32771.3 11404.9 37413.3 3043.55 30620.9 1019.84 -12819.4 14443.7 -25514.5 7360.36 5361.57 -41666 2774.57 9773.84 41916.1 4015.02 13280.1 668.281 129.034 -1427.88 -6441.92
internal_weight=0 112167 1612 1592 1561 80 1481 1447 912 49 535 72 863 59 804 192 61 131 463 612 69 548 283 43 240 138 52 110555 9497 2606
internal_count=4073804 112167 1612 1592 1561 80 1481 1447 912 49 535 72 863 59 804 192 61 131 463 612 69 548 283 43 240 138 52 110555 9497 2606
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=31
num_cat=0
split_feature=4 3 6 5 6 6 1 1 1 2 0 0 6 0 6 1 6 0 6 6 1 2 1 7 0 1 0 6 6 6
split_gain=4.17799e+11 1.01931e+13 1.13003e+13 2.20555e+13 1.34673e+13 1.71358e+13 1.43889e+13 2.01563e+13 1.54784e+13 2.01304e+13 1.70802e+13 2.64187e+13 8.19487e+13 6.04459e+13 5.77075e+13 4.47587e+13 3.80459e+13 4.86598e+13 2.51838e+13 1.52244e+13 1.44804e+13 1.41032e+13 2.38703e+13 1.78591e+13 3.40268e+13 1.24447e+13 4.22756e+13 5.53804e+13 4.8824e+13 1.8472e+13
threshold=4.5000000000000009 3.5000000000000004 64.015000000000015 2.5000000000000004 122.65000000000002 96.050000000000011 60.549354600000008 52.419561900000012 43.047633000000012 2970.5000000000005 59.933037250000005 55.93962770000001 75.010000000000005 59.91832440000001 77.010000000000005 30.315889700000003 81.705000000000013 54.724612400000005 84.00500000000001 72.50500000000001 39.135518400000002 3338.0000000000005 30.345769800000003 6.0000000000000009 59.982409200000006 65.493200550000012 54.916864950000011 89.00500000000001 96.050000000000011 168.45000000000002
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 -3 4 5 6 7 8 10 -10 11 16 13 -13 -14 -16 -4 20 21 -9 -18 22 23 24 -12 29 28 -28 -27 -5
right_child=-2 2 3 25 -6 -7 -8 19 9 -11 18 12 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=67.027627893313337 9.9476949678963074 -757.52168617779853 -5304.6735122738901 -5168.5800882617532 32560.375353582975 -58184.059672472562 -40017.456087239581 5134.0733974358982 -75413.621709362662 -16179.809050738088 50088.705088682436 4304.9180291006505 244671.85359375004 -154477.81545138892 176384.55832201088 14069.271352163461 -67934.994890202695 -191193.56893028846 67230.12109375 105101.26693750001 30582.962656250005 17455.447123718262 -142088.95927419356 -111868.91987500001 -97556.008738425924 -504.78459279378262 966.71313378061973 66322.318881151878 -99419.781445312503 29256.645115974377
leaf_weight=325368 3715317 25416 524 4891 58 93 189 39 84 181 37 214 20 27 23 65 37 26 20 25 25 24 31 25 27 240 347 207 63 161
leaf_count=325368 3715317 25416 524 4891 58 93 189 39 84 181 37 214 20 27 23 65 37 26 20 25 25 24 31 25 27 240 347 207 63 161
internal_value=0 -103.097 -1774.43 -5129.73 -14841 -16424.6 -14060.9 -10686.9 -13213.3 -34955.8 -8091.77 -3001.63 18954.5 -13484 91340.6 56492.6 -15522.4 -76364.2 -37918.8 44183.8 -28210 -52522.8 -66518.4 -40196.1 -12198.9 -2181.36 8961 25386.6 -21071.3 -4071.5
internal_weight=0 358487 33119 7703 1794 1736 1643 1454 1390 265 1125 961 349 241 108 88 612 88 164 64 62 144 120 89 64 5909 857 554 303 5052
internal_count=4073804 358487 33119 7703 1794 1736 1643 1454 1390 265 1125 961 349 241 108 88 612 88 164 64 62 144 120 89 64 5909 857 554 303 5052
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=31
num_cat=0
split_feature=0 3 4 7 1 0 1 1 1 6 6 0 0 1 5 1 3 0 6 1 6 6 6 6 6 6 5 6 0 6
split_gain=4.20677e+11 2.83932e+12 6.93028e+12 1.89915e+13 2.0076e+13 2.27711e+13 2.64444e+13 1.9648e+13 4.19633e+13 4.14213e+13 2.75165e+13 5.10122e+13 5.64195e+13 5.36014e+13 3.10586e+13 2.6214e+13 2.46598e+13 2.24616e+13 3.75645e+13 2.73964e+13 2.33611e+13 2.63242e+13 2.02573e+13 2.00852e+13 2.76359e+13 3.33373e+13 2.44135e+13 2.44244e+13 1.91661e+13 1.91268e+13
threshold=54.94110555000001 2.5000000000000004 4.5000000000000009 6.0000000000000009 30.157841000000001 60.01610465000001 30.084656550000002 30.323041000000003 30.330566300000005 83.820000000000007 116.05000000000001 59.963561900000009 59.939085000000013 30.303340300000002 2.5000000000000004 30.277905650000005 3.5000000000000004 59.990753350000013 84.00500000000001 30.303340300000002 55.805000000000007 53.995000000000012 99.050000000000011 74.015000000000015 98.020000000000024 103.03500000000001 3.5000000000000004 92.02500000000002 59.950512650000007 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 3 7 5 6 -5 10 9 -9 14 12 13 16 17 -16 -12 20 19 -19 21 -3 -11 -17 26 -26 -25 -28 -27 -10
right_child=1 2 -4 4 -6 -7 -8 8 29 22 11 -13 -14 -15 15 23 -18 18 -20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=46.909203746651691 -199.9962668250524 -2305.8571312906165 66.042416173153086 13993.281845703124 4573.6001261743622 -111444.56054361979 -112094.4275297619 -21839.278506138395 -964.00594221756421 -183547.39849537038 -144398.72591145834 34358.26578300562 -176612.63970170455 46612.938929834905 6955.8846750427901 68454.709042597751 -26519.186428571429 6689.9191190646807 151430.67671875001 106539.1906721444 -26632.700793278393 68265.901596765354 -58624.923828125 24268.740416109627 128075.29791135204 51593.580882161463 11658.688139204547 -113012.07286458334 -61443.610068359383 -5854.392960785256
leaf_weight=1301151 677347 727 2037915 80 6866 30 21 175 36841 27 36 89 33 53 566 153 35 524 20 29 410 57 25 187 49 60 33 30 20 10215
leaf_count=1301151 677347 727 2037915 80 6866 30 21 175 36841 27 36 89 33 53 566 153 35 524 20 29 410 57 25 187 49 60 33 30 20 10215
internal_value=0 -22.0136 35.5227 -1048.21 3833.71 -34945.5 -12223 -1726.05 -2232.53 -45124.6 5971.86 -26123.5 -60409.3 -29484.2 8727.69 21935.9 -86289.1 520.18 16795.4 11926.1 -7290.29 2825 -123489 37873.4 25527.9 63119.6 6130.52 -47708.3 23334.3 -2025.62
internal_weight=0 2.77265e+06 2.09531e+06 57391 6997 131 101 50394 47283 227 3111 246 157 124 2865 1098 71 1767 573 553 1194 784 52 532 379 129 250 63 80 47056
internal_count=4073804 2772653 2095306 57391 6997 131 101 50394 47283 227 3111 246 157 124 2865 1098 71 1767 573 553 1194 784 52 532 379 129 250 63 80 47056
is_linear=0
shrinkage=0.1


Tree=3599
num_leaves=31
num_cat=0
split_feature=4 5 1 4 0 6 3 0 0 6 1 1 6 6 3 3 3 6 5 0 6 0 6 4 6 0 6 4 6 3
split_gain=4.89439e+11 3.48575e+12 6.98582e+12 1.93534e+13 2.46845e+13 2.77312e+13 3.52217e+13 2.39655e+13 1.96644e+13 1.59898e+13 1.69413e+13 1.34052e+13 1.42729e+13 2.39441e+13 3.06882e+13 2.71591e+13 1.4343e+13 2.06477e+13 1.80838e+13 3.04543e+13 1.42757e+13 1.10558e+13 1.08589e+13 1.76097e+13 1.93109e+13 1.01649e+13 2.34048e+13 2.01164e+13 5.14764e+13 2.72624e+13
threshold=5.5000000000000009 3.5000000000000004 28.601854300000003 3.5000000000000004 54.916864950000011 142.05000000000004 3.5000000000000004 54.724612400000005 54.724612400000005 168.45000000000002 20.507515800000004 30.260128500000004 106.49500000000002 92.02500000000002 3.5000000000000004 2.5000000000000004 2.5000000000000004 130.05000000000004 4.5000000000000009 60.002985000000002 134.05000000000004 57.205086850000008 149.05000000000004 2.5000000000000004 106.49500000000002 57.205086850000008 130.05000000000004 4.5000000000000009 149.05000000000004 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 -1 3 22 5 6 7 -5 -8 -7 -11 12 13 -4 15 -15 17 -14 19 -18 -21 -6 23 -3 -25 -13 -27 -28 -29 -30
right_child=-2 2 11 4 21 9 8 -9 -10 10 -12 25 16 14 -16 -17 18 -19 -20 20 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=21.013970104646774 -21.673691644604062 -16618.720370431674 12850.02021554483 -54858.071164772729 61618.760491622124 39682.476832932698 -62599.709513972353 -170647.75544871797 33545.77421332465 6969.4004407051289 -97240.964381760816 1579.3873127065031 -37321.840165751688 77566.0654296875 162302.47074218752 -58513.310227272734 -131080.19293428308 60024.103040241745 27910.907887178313 57199.572539062501 -54268.483810763893 -6475.8050964355471 -35555.8362132353 9196.2319221047801 97102.063934948994 -255.33268364668785 -1551.5758947210275 -58419.202638061106 -28988.96685348732 34456.553468632519
leaf_weight=1102205 2928705 59 592 33 38 52 52 39 36 39 26 33677 37 44 25 22 34 53 34 20 27 64 34 51 49 6701 494 291 138 133
leaf_count=1102205 2928705 59 592 33 38 52 52 39 36 39 26 33677 37 44 25 22 34 53 34 20 27 64 34 51 49 6701 494 291 138 133
internal_value=0 55.4326 939.855 -10037.4 -23163.7 -38650.1 -65707 -117577 -23267.5 -1649.31 -34714.7 1088.22 13245.2 20190.9 67947 32206.3 -9895.82 20004.1 -33295.8 -58987.5 -6835.27 18892.8 15738.9 26707.6 52270.1 827.673 -2435.89 -16272.9 -29213.1 2148.5
internal_weight=0 1.1451e+06 42894 572 379 277 160 72 88 117 65 42322 888 683 91 66 205 90 115 81 47 102 193 159 100 41434 7757 1056 562 271
internal_count=4073804 1145099 42894 572 379 277 160 72 88 117 65 42322 888 683 91 66 205 90 115 81 47 102 193 159 100 41434 7757 1056 562 271
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=31
num_cat=0
split_feature=2 6 6 3 1 0 3 6 6 3 0 3 4 4 5 6 3 0 7 6 6 0 6 0 6 6 3 4 3 3
split_gain=4.09788e+11 6.58122e+11 1.08496e+12 1.62588e+12 4.46351e+11 2.1532e+12 8.89494e+12 2.14195e+12 1.753e+13 2.79951e+13 1.7796e+13 1.60502e+13 1.08628e+13 5.29117e+12 1.05898e+13 4.12592e+12 4.07361e+12 4.32286e+12 5.25668e+12 4.90917e+12 4.99082e+12 5.65938e+12 4.5315e+12 4.74389e+12 5.93651e+12 4.36469e+12 3.45209e+12 3.39616e+12 3.35526e+12 3.16918e+12
threshold=15792.500000000002 56.505000000000003 50.995000000000012 2.5000000000000004 113.48479755000001 48.179569850000007 3.5000000000000004 48.410000000000004 47.805000000000007 5.5000000000000009 61.78914120000001 7.5000000000000009 14.500000000000002 9.5000000000000018 1.5000000000000002 44.410000000000004 7.5000000000000009 52.02416370000001 6.0000000000000009 31.995000000000001 42.405000000000008 50.596941950000009 28.005000000000006 52.07762420000001 40.490000000000002 36.605000000000011 8.5000000000000018 14.500000000000002 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=4 2 3 -2 -1 6 -6 8 15 13 12 -12 -11 14 -10 16 -7 19 22 -18 21 -21 -19 24 26 -20 -24 -25 -28 -27
right_child=1 -3 -4 -5 5 7 -8 -9 9 10 11 -13 -14 -15 -16 -17 17 18 25 20 -22 -23 23 27 -26 29 28 -29 -30 -31
leaf_value=-2.4987349597698056 11309.439586292614 -18776.580963541666 17378.554829545457 -24741.659078663797 -52995.675513392867 -1427.3207969614969 17328.201240498311 1225.1730105602408 62504.369156250003 5191.5529354319851 -134174.97438902242 -27352.797567471589 -60739.212930484704 -46179.475361689816 -4957.3080952235632 4296.0894364527339 -46315.523632812503 55701.079282924104 -28312.042318960339 12502.327540298655 -40333.138711660882 -40589.948267663043 73214.533890474762 8972.5354425245732 2698.7217289031501 -7671.6398189484134 12683.495610010903 -28980.387051504629 55448.082086181646 26853.658844259509
leaf_weight=4047598 22 30 22 29 35 7394 37 15211 25 51 39 22 49 27 336 2077 26 28 52 158 27 23 26 186 63 63 43 27 32 46
leaf_count=4047598 22 30 22 29 35 7394 37 15211 25 51 39 22 49 27 336 2077 26 28 52 158 27 23 26 186 63 63 43 27 32 46
internal_value=0 -6307.47 -1183.18 -9190.2 0.159479 412.349 -16857 460.115 -615.421 -18025.4 -53081 -95648.9 -27114.5 -3479.1 -285.447 315.166 -693.911 6084.63 10811.1 -5347.86 -226.903 5755.8 16887.4 14004.6 26788.6 -4473.73 41814.9 4161.6 30929.7 6898.67
internal_weight=0 103 73 51 4.0737e+06 26103 72 26031 10820 549 161 61 100 388 361 10271 8194 800 566 234 208 181 405 377 164 161 101 213 75 109
internal_count=4073804 103 73 51 4073701 26103 72 26031 10820 549 161 61 100 388 361 10271 8194 800 566 234 208 181 405 377 164 161 101 213 75 109
is_linear=0
shrinkage=0.1


Tree=3601
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 0 4 0 7 0 6 0 4 5 1 1 0 6 6 4 4 6 6 0 0 4 1 1 4 6
split_gain=4.51344e+11 2.90312e+12 1.03423e+13 1.03278e+13 1.14493e+13 1.5815e+13 2.98422e+13 2.77638e+13 2.85497e+13 6.40692e+13 2.59511e+13 2.28749e+13 4.39788e+13 2.05146e+13 1.9562e+13 2.76514e+13 3.78881e+13 1.76868e+13 2.28929e+13 1.60779e+13 1.74884e+13 1.5856e+13 1.53543e+13 1.12074e+13 1.09769e+13 2.3569e+13 1.21093e+13 1.20892e+13 1.54967e+13 2.02843e+13
threshold=92.90968070000001 91.292296250000007 52.960348700000004 2.5000000000000004 16.500000000000004 56.020150250000007 14.500000000000002 55.988910100000005 6.0000000000000009 56.006509350000009 67.445000000000007 56.006509350000009 15.500000000000002 1.5000000000000002 92.865667950000017 92.791023150000015 56.006509350000009 77.565000000000012 91.02500000000002 6.5000000000000009 10.500000000000002 83.010000000000005 112.00500000000001 56.006509350000009 56.148747500000006 8.5000000000000018 92.791023150000015 92.865667950000017 5.5000000000000009 149.05000000000004
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 5 6 7 -5 10 -10 -9 13 -13 -8 15 16 -12 -11 -19 -16 -21 -14 -17 -24 27 -26 -27 28 -7 -30
right_child=-2 2 3 4 -6 24 11 8 9 17 14 12 21 -15 19 22 -18 18 -20 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-4.7058634273895645 -220.01363543891782 -28327.792469456159 -8761.8775069136191 526.51073914517042 -1879.6075852297579 2499.9291128908499 9756.543960654988 7614.6659810383417 68137.440974680576 -8659.5496809591459 93850.536684827297 57955.52003269361 -2438.0958002606944 37822.933770815311 118169.83273168105 15043.11378114762 -9276.8107593201767 -65254.121781357018 4992.5940702550552 27306.764563733312 93564.774402104609 -47637.98564768146 -88176.752275815234 -9869.5647120786525 -3686.3322080682356 109477.94444633153 32025.901848662408 1782.5611634876166 -7173.5508427151653 -103420.35085227274
leaf_weight=3931467 91155 122 1100 18794 10621 2228 474 3608 96 508 95 115 469 578 29 496 57 146 68 213 49 93 23 89 299 23 165 5918 4684 22
leaf_count=3931467 91155 122 1100 18794 10621 2228 474 3608 96 508 95 115 469 578 29 496 57 146 68 213 49 93 23 89 299 23 165 5918 4684 22
internal_value=0 5.03568 753.317 822.802 1033.83 1820.42 3256.57 2352.33 8617.52 -8613.03 11642.8 15949.9 1611.65 25177.1 25470.9 17028.9 55177.8 -18818.1 -42932.7 47518.7 39698.5 -9917.79 7491.66 -25950.5 -978.864 13757.8 41501.4 -1537.28 -4370.68 -7623.49
internal_weight=0 3.98265e+06 51182 51060 49960 39339 26000 24271 5477 818 4659 1729 677 1052 1051 760 152 722 214 291 262 562 608 112 13339 487 188 12852 6934 4706
internal_count=4073804 3982649 51182 51060 49960 39339 26000 24271 5477 818 4659 1729 677 1052 1051 760 152 722 214 291 262 562 608 112 13339 487 188 12852 6934 4706
is_linear=0
shrinkage=0.1


Tree=3602
num_leaves=31
num_cat=0
split_feature=0 1 6 6 1 4 0 4 0 0 5 6 0 1 1 1 1 4 6 4 4 1 4 6 4 6 4 6 4 6
split_gain=4.11428e+11 3.38185e+12 6.77841e+12 5.64754e+12 8.56849e+12 4.00985e+12 9.33279e+12 1.09312e+13 7.97688e+12 1.25837e+13 3.91058e+12 3.44579e+12 6.99858e+12 1.52501e+13 1.27558e+13 8.25538e+12 1.30121e+13 1.30201e+13 1.14771e+13 2.10694e+13 1.13885e+13 7.7989e+12 8.97968e+12 7.33615e+12 6.68173e+12 6.60918e+12 6.18931e+12 9.32543e+12 8.14982e+12 1.2981e+13
threshold=60.753246850000004 33.882313700000005 90.045000000000016 37.310000000000009 30.624707450000006 3.5000000000000004 61.686687400000004 5.5000000000000009 61.78914120000001 63.565651350000003 3.5000000000000004 73.00500000000001 63.565651350000003 39.777866350000004 54.62357655000001 50.815483650000004 34.382014200000008 11.500000000000002 88.825000000000003 4.5000000000000009 4.5000000000000009 72.839788400000018 10.500000000000002 125.02000000000002 3.5000000000000004 74.015000000000015 2.5000000000000004 89.00500000000001 6.5000000000000009 75.010000000000005
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 -2 -5 7 -7 10 -10 -8 -3 15 -14 -15 16 25 18 20 23 -18 22 -17 -20 -16 -13 27 -23 29 -28
right_child=1 11 -4 5 -6 6 8 -9 9 -11 -12 12 13 14 24 21 17 -19 19 -21 -22 26 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.7748560742770603 21482.512042511262 166.3628877397195 -40898.576529255319 2263.6161357008336 -3162.4812625224586 -13303.047733592062 10515.388735444365 -57138.597833806823 -38116.819329501064 -1416.226982264365 53621.015877278653 37119.053236607142 -70470.708800551467 8505.6692920567439 25109.213566894534 10971.201010131837 -44240.23040288881 -53830.650153882583 48281.381817768895 -42408.732493608848 10541.711482734798 -65744.872747605841 36821.002437721116 -19840.153000000002 -17559.074565868592 3895.7561020099565 -40480.420754523031 14642.123813657408 -187.64671333634067 20405.506196546343
leaf_weight=4017125 222 48548 47 521 387 412 171 66 110 620 24 63 34 520 40 868 43 66 43 174 323 31 159 25 445 1208 38 27 998 446
leaf_count=4017125 222 48548 47 521 387 412 171 66 110 620 24 63 34 520 40 868 43 66 43 174 323 31 159 25 445 1208 38 27 998 446
internal_value=0 267.543 -3269.59 -2571.38 5821.41 -5227.93 -8009.89 -19355.7 -2146.89 -6946.45 15820.7 436.23 2796.43 -4602.96 -2374.6 4500.33 -413.692 -11645.7 -7066.42 -23962.9 4105.58 8223.65 14973.3 23236.7 -14040 5542.54 3722.45 -28323.3 4976.6 15625.2
internal_weight=0 56679 2580 2533 609 1924 1403 478 925 730 195 54099 5551 1039 1005 4512 1945 674 608 242 366 2567 1027 68 485 1271 1540 58 1482 484
internal_count=4073804 56679 2580 2533 609 1924 1403 478 925 730 195 54099 5551 1039 1005 4512 1945 674 608 242 366 2567 1027 68 485 1271 1540 58 1482 484
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=31
num_cat=0
split_feature=0 1 7 4 1 6 6 6 3 3 6 6 4 6 6 3 1 4 5 4 1 6 4 6 6 6 6 3 2 2
split_gain=3.92781e+11 4.15856e+12 1.26064e+13 1.78596e+13 2.08147e+13 5.47477e+13 4.78174e+13 1.05353e+14 4.07436e+13 2.25197e+13 1.85886e+13 4.19849e+13 3.01921e+13 1.74572e+13 1.62357e+13 1.24866e+13 1.54436e+13 3.0668e+13 3.83531e+13 3.46192e+13 1.40768e+13 1.3958e+13 1.26428e+13 1.14823e+13 2.07888e+13 1.15273e+13 3.07102e+13 1.89634e+13 1.1087e+13 3.18905e+13
threshold=43.472751400000007 47.17130860000001 6.0000000000000009 11.500000000000002 39.939672500000007 53.995000000000012 38.205000000000005 35.57500000000001 8.5000000000000018 2.5000000000000004 54.990000000000002 60.910000000000004 15.500000000000002 40.905000000000008 114.05000000000001 8.5000000000000018 39.939672500000007 3.5000000000000004 1.5000000000000002 7.5000000000000009 39.908802000000009 36.280000000000008 9.5000000000000018 76.00500000000001 84.810000000000016 47.805000000000007 42.005000000000003 9.5000000000000018 11703.500000000002 9613.5000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 5 -5 7 8 -6 -8 -7 -12 -13 -1 23 16 17 -4 -19 -20 -21 -18 -22 25 -25 26 -11 -27 29 -15
right_child=-2 -3 3 4 6 10 9 -9 -10 14 11 12 -14 28 -16 -17 21 18 19 20 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=2449.2506275656292 3.364464333964122 584.23838463112497 84934.535605778772 -56026.070618366743 -34885.680997242649 132161.39732421873 85446.684387207031 301690.86101562501 135290.42656250001 36736.152727864588 -55734.520396959459 5727.1678750000001 159640.18918269232 -4714.2466952710647 57780.265084773935 -26368.661989914999 -23919.625386689841 -29307.515362130784 -13668.511964925132 128091.23761160714 17546.064056951349 1843.0691489117226 104470.56801215278 -127434.39511718751 -2568.2066015625005 79366.513318452387 -88159.151183035719 -30635.676593750002 -396.74159175548061 -27013.274936352784
leaf_weight=5174 4026531 25388 63 106 34 20 40 20 24 45 37 25 26 7536 47 159 228 146 72 35 44 2709 27 20 40 42 35 25 4405 701
leaf_count=5174 4026531 25388 63 106 34 20 40 20 24 45 37 25 26 7536 47 159 228 146 72 35 44 2709 27 20 40 42 35 25 4405 701
internal_value=0 -286.572 -1296.77 3725.32 19877.1 -4971.44 34171.7 103778 35532 15704.7 45137.7 25359.6 84192.6 -2443.76 4721.71 1007.85 2317.38 21095 8681.78 39841.5 76188 -156.895 50601.9 -7325.4 -44190.3 7721.48 -17905.5 38320.9 -4446.33 -6611.98
internal_weight=0 47273 21885 4069 586 214 372 78 58 294 108 88 51 17816 254 3483 3324 387 324 178 106 2937 71 207 60 147 80 67 12642 8237
internal_count=4073804 47273 21885 4069 586 214 372 78 58 294 108 88 51 17816 254 3483 3324 387 324 178 106 2937 71 207 60 147 80 67 12642 8237
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 1 6 3 6 6 3 6 1 4 6 6 5 0 0 3 6 6 1 3 6 6 1 3 6 6
split_gain=4.09167e+11 3.31005e+12 8.21789e+12 2.85426e+13 1.91467e+13 3.34514e+13 2.05242e+13 1.87294e+13 1.70139e+13 1.42601e+13 1.29593e+13 1.13663e+13 1.06678e+13 1.14917e+13 1.02643e+13 9.8915e+12 1.71e+13 3.39808e+13 1.71569e+13 2.04392e+13 2.52203e+13 1.2119e+13 1.51342e+13 3.59618e+13 3.13087e+13 4.49394e+13 2.09171e+13 1.67017e+13 3.18523e+13 1.48393e+13
threshold=5.5000000000000009 55.080855950000007 55.071632200000003 89.00500000000001 82.941727000000014 82.968544750000021 80.030000000000015 3.5000000000000004 74.015000000000015 74.615000000000009 2.5000000000000004 80.720000000000013 82.906746050000024 2.5000000000000004 52.990000000000002 63.005000000000003 1.5000000000000002 54.962581500000006 55.050541250000002 4.5000000000000009 156.15000000000003 95.045000000000016 37.401708450000008 3.5000000000000004 99.050000000000011 97.020000000000024 37.740454950000007 1.5000000000000002 96.050000000000011 118.04500000000002
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 15 4 12 7 9 10 14 -7 -6 -8 -4 -14 -9 -1 17 -17 21 20 -20 -18 23 24 25 27 -24 -23 -29 -26
right_child=-2 -3 3 -5 5 6 11 8 -10 -11 -12 -13 13 -15 -16 16 18 -19 19 -21 -22 22 26 -25 29 -27 -28 28 -30 -31
leaf_value=-266.14369833364429 -19.816807123495799 214.57947792114044 -4319.9563546923009 -35392.622789491325 9304.1936364518842 -5021.5056216547282 101422.24134615385 13481.999664765122 46871.031833065259 -26863.937193446527 29366.947366099928 2507.4242562430245 -5079.380496032556 -28189.814249403076 -12222.391020261121 -7972.9194553790703 1406.4154082792452 -89907.630468750009 13616.384563055053 -17281.81566932784 102090.62447916667 -33690.100299479171 -43598.938027343749 -15889.81952150759 -205.47107935587564 159914.69158528646 -2491.9807481161201 -10417.433449074075 153792.63035714286 25279.919297636541
leaf_weight=459712 2928705 593538 1597 271 752 1387 26 213 68 381 563 21 383 491 574 808 68303 54 1362 217 33 30 125 447 480 36 12743 27 21 436
leaf_count=459712 2928705 593538 1597 271 752 1387 26 213 68 381 563 21 383 491 574 808 68303 54 1362 217 33 30 125 447 480 36 12743 27 21 436
internal_value=0 50.6835 -125.686 -3599.49 -2264.92 2023.4 -7994.69 10402.6 -1119.01 -9728.5 17893.8 57226.3 -9180.73 -18062.5 -5265.55 -82.7954 907.4 -13105.7 1050.76 11268.2 15709.3 851.472 -1790.86 7796.39 18075.7 67496.5 -2891.29 24841.9 61424.5 11925.1
internal_weight=0 1.1451e+06 551561 6727 6456 3985 1815 2170 855 1768 1315 47 2471 874 787 544834 85122 862 84260 1612 1395 82648 14345 1477 1030 114 12868 78 48 916
internal_count=4073804 1145099 551561 6727 6456 3985 1815 2170 855 1768 1315 47 2471 874 787 544834 85122 862 84260 1612 1395 82648 14345 1477 1030 114 12868 78 48 916
is_linear=0
shrinkage=0.1


Tree=3605
num_leaves=31
num_cat=0
split_feature=0 0 1 6 6 6 3 3 1 4 6 7 6 4 6 1 1 4 7 4 1 4 1 6 6 6 6 6 4 1
split_gain=4.58951e+11 1.01788e+13 1.70624e+13 3.32701e+13 1.80255e+13 1.79373e+13 1.84634e+13 1.84883e+13 1.6048e+13 2.38173e+13 2.50419e+13 1.82615e+13 1.60487e+13 2.55559e+13 1.48512e+13 1.38178e+13 3.20815e+13 3.14856e+13 2.40798e+13 2.56174e+13 2.58884e+13 2.22729e+13 3.07341e+13 2.23624e+13 2.02103e+13 1.96439e+13 1.85417e+13 1.63994e+13 2.258e+13 6.37024e+13
threshold=55.183288250000011 55.145978450000008 61.273924650000005 75.605000000000004 122.65000000000002 44.010000000000012 16.500000000000004 1.5000000000000002 61.438154000000004 9.5000000000000018 79.710000000000022 6.0000000000000009 156.15000000000003 3.5000000000000004 65.00500000000001 61.29689960000001 61.335446300000008 15.500000000000002 6.0000000000000009 12.500000000000002 61.400814300000008 19.500000000000004 61.400814300000008 168.45000000000002 71.715000000000018 116.05000000000001 58.995000000000012 149.05000000000004 10.500000000000002 61.400814300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 -9 12 13 -12 -10 25 24 18 27 26 -21 23 -23 -19 -17 -11 -20 -18 29 -29
right_child=-2 2 5 4 -6 6 -8 8 14 15 11 -13 -14 -15 -16 16 17 21 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.23185094813026927 -33.648186291224057 -1006.7859429122715 -381.02958917478287 -21489.580928344731 -92745.150925164475 -4200.1852041607981 -11249.764888525009 9425.6008023115646 3554.8594966905207 13002.65146450172 124548.57784682767 -17123.39374624399 -11916.13489866395 34159.815169230147 -10164.978713821549 -804.37228055640844 7022.4692888491982 22444.534842134304 7934.8653304607551 54138.983279718137 -16935.092430455476 -2702.2738729132366 47926.359198985389 -79010.065838068185 -18981.610796858669 -36276.371105375751 -29245.864158115204 123141.89801682693 -75916.968201754382 -108064.91690340909
leaf_weight=1996440 2031843 5757 15312 540 38 2204 768 4678 2728 2186 33 78 69 600 1110 2077 2375 1743 171 102 103 1013 136 22 867 84 622 26 57 22
leaf_count=1996440 2031843 5757 15312 540 38 2204 768 4678 2728 2186 33 78 69 600 1110 2077 2375 1743 171 102 103 1013 136 22 867 84 622 26 57 22
internal_value=0 33.4815 1512.07 -3303.04 -26174.2 2290.5 4003.93 4510.93 5429.47 6743.57 12191.5 28779.7 33880 38872 -413.098 4181.56 2480.14 6458.44 34.2596 -13082.4 18428.6 14126 3290.32 21179.9 -6157.52 11179.1 -21228.3 5312.64 -33362 17172.1
internal_weight=0 2.04196e+06 45521 6335 578 39186 23874 23106 20902 17064 5458 780 702 633 3838 11606 9336 6392 3478 998 205 2914 1149 1765 2944 2270 793 2480 105 48
internal_count=4073804 2041961 45521 6335 578 39186 23874 23106 20902 17064 5458 780 702 633 3838 11606 9336 6392 3478 998 205 2914 1149 1765 2944 2270 793 2480 105 48
is_linear=0
shrinkage=0.1


Tree=3606
num_leaves=31
num_cat=0
split_feature=6 0 2 7 0 1 1 0 0 4 4 4 0 0 2 2 0 0 4 0 5 3 1 1 0 5 3 3 3 1
split_gain=4.55929e+11 1.09636e+12 1.40874e+12 1.33195e+12 1.42859e+12 1.1576e+12 4.61835e+12 4.0674e+12 4.59688e+12 7.25605e+12 3.91787e+12 4.1814e+12 3.45859e+12 3.21647e+12 2.86914e+12 3.96361e+12 7.8657e+12 8.32479e+12 1.45596e+13 6.17392e+12 4.35999e+12 3.64475e+12 7.085e+12 3.01216e+12 2.74048e+12 4.23463e+12 1.68069e+13 4.16262e+12 2.55904e+12 3.72687e+12
threshold=247.90000000000001 63.565651350000003 13505.500000000002 6.0000000000000009 43.051287600000009 39.079932600000006 39.231261550000006 60.028671700000011 59.939085000000013 9.5000000000000018 22.500000000000004 18.500000000000004 45.040161900000008 60.05226170000001 2691.5000000000005 2865.5000000000005 54.724612400000005 53.379556850000007 7.5000000000000009 44.739668300000005 7.5000000000000009 2.5000000000000004 40.965343750000009 53.187400150000009 44.895258050000002 5.5000000000000009 6.5000000000000009 4.5000000000000009 1.5000000000000002 30.084656550000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 24 -10 11 13 -7 14 21 16 17 18 19 -16 -17 22 -8 -23 27 28 -27 -2 -26 -30
right_child=1 -3 3 -5 -6 6 10 -9 9 -11 -12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.93695652846584343 46847.667500000003 23441.101367187501 -13357.956875000002 37247.064114379886 23986.056063697455 -8479.0147251674116 78993.788498757116 32092.47858072917 -71801.713244047627 9500.6236582880429 43178.564174107145 -41731.598518880208 -62926.277812499997 -25346.759594726565 -83047.847175756004 1776.5574354312648 -72856.619233630947 35986.333102509474 45000.484090909093 -16598.064800347223 -40271.400738281256 -20685.200346522179 1887.0200664813703 29091.711414794921 -9713.8807223135973 -94264.003046875005 35377.284687500003 -5411.615885416667 -34721.923958333333 8174.2688401125188
leaf_weight=4070611 35 22 20 20 21 28 22 48 21 23 21 24 20 48 29 1814 21 33 22 27 25 31 26 20 114 20 20 27 21 570
leaf_count=4070611 35 22 20 20 21 28 22 48 21 23 21 24 20 48 29 1814 21 33 22 27 25 31 26 20 114 20 20 27 21 570
internal_value=0 1194.48 1040.14 16090 5769.46 744.946 -485.277 3770.55 2173.08 -29302.8 195.558 -225.844 -31165.4 244.476 837.896 3.51369 -16734.6 -6116.9 -23929.8 -51009.6 1204.94 17449.7 37227.6 -1164.84 3889.23 2208.13 -29443.4 24089.6 4003.96 6650.04
internal_weight=0 3193 3171 61 41 3110 2211 899 851 44 2163 2142 48 2118 2070 1971 132 111 78 56 1839 99 48 51 807 745 40 62 705 591
internal_count=4073804 3193 3171 61 41 3110 2211 899 851 44 2163 2142 48 2118 2070 1971 132 111 78 56 1839 99 48 51 807 745 40 62 705 591
is_linear=0
shrinkage=0.1


Tree=3607
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 6 6 7 1 1 0 0 1 1 7 6 6 6 4 3 2 5 6 0 0 0 1 5 4 3
split_gain=4.52156e+11 3.68674e+12 1.04904e+13 2.26339e+13 3.28402e+13 3.52813e+13 1.68105e+13 1.37539e+13 1.2861e+13 3.30101e+13 3.6642e+13 8.4624e+13 2.49441e+13 4.55278e+13 4.45226e+13 4.96406e+13 5.80508e+13 4.5542e+13 7.96495e+13 3.12275e+13 3.4437e+13 3.30759e+13 2.53708e+13 2.93636e+13 2.38906e+13 2.36433e+13 3.76524e+13 2.18806e+13 2.1522e+13 3.77883e+13
threshold=59.815000000000005 62.375000000000007 37.290808600000013 37.234509300000006 15.500000000000002 60.605000000000011 60.305000000000007 6.0000000000000009 37.503969450000007 37.517483500000004 55.850146250000009 55.812023600000011 37.46219940000001 37.442254400000003 6.0000000000000009 61.805000000000007 61.425000000000004 60.605000000000011 15.500000000000002 21.500000000000004 75.000000000000014 1.5000000000000002 61.805000000000007 55.812023600000011 55.93962770000001 55.910578700000009 37.318079750000003 2.5000000000000004 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 3 -2 -5 6 7 -6 12 10 11 -10 13 25 -15 16 17 -16 -19 20 21 -14 -23 28 -12 -4 -27 -18 -24 -30
right_child=1 -3 8 4 5 -7 -8 -9 9 -11 24 -13 19 14 15 -17 27 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=22.539173551797624 867.24564416442172 23.938815459930691 -3086.1386446439101 -11784.284065755208 19606.61216531372 12803.17576984156 143410.07479619567 74745.885790158994 19203.917236898382 -618.55487293959686 -85903.736236702127 160769.17215277778 90497.484495192315 -4134.8150723728568 25486.289211512976 152638.75328776042 -78948.795869814116 223402.09939236112 41644.706571061644 63367.101960495282 4203.7654878090443 -18771.281495250354 -14157.353599330359 -135194.75479029605 1262.1825513980264 -144177.81202566964 -20726.299662155881 36315.325202742868 -184189.3502237956 -18195.465930175782
leaf_weight=2794666 25017 1078696 5753 279 75 428 23 114 685 164085 47 45 26 436 280 36 58 36 73 53 729 1595 119 38 95 28 210 23 24 32
leaf_count=2794666 25017 1078696 5753 279 75 428 23 114 685 164085 47 45 26 436 280 36 58 36 73 53 729 1595 119 38 95 28 210 23 24 32
internal_value=0 -49.2437 -443.082 1433.44 16846.5 29327.7 62688.5 52865.2 -721.981 -515.43 18889.6 27930.5 -4290.09 -1150.57 19285.7 39466.2 30797.7 46834.7 101675 -12610.5 -14181.7 -21489.7 -23100.2 -55516.1 -27588.5 -4363.89 -35250 -46219.5 -38214.4 -89335.7
internal_weight=0 1.27914e+06 200442 25936 919 640 212 189 174506 164957 872 730 9549 6933 942 506 470 389 109 2616 2563 1834 1808 213 142 5991 238 81 175 56
internal_count=4073804 1279138 200442 25936 919 640 212 189 174506 164957 872 730 9549 6933 942 506 470 389 109 2616 2563 1834 1808 213 142 5991 238 81 175 56
is_linear=0
shrinkage=0.1


Tree=3608
num_leaves=31
num_cat=0
split_feature=0 0 6 1 5 1 6 2 1 0 7 4 1 4 0 3 4 6 0 6 6 3 5 4 6 1 6 1 1 4
split_gain=4.55771e+11 2.77117e+12 7.16035e+12 1.10812e+13 1.3168e+13 1.02771e+13 1.98143e+13 1.48219e+13 1.11194e+13 3.2177e+13 1.61687e+13 1.3306e+13 2.11589e+13 1.14712e+13 1.22472e+13 1.1173e+13 2.08286e+13 2.47964e+13 2.57894e+13 1.26589e+13 1.2475e+13 1.08337e+13 1.4339e+13 1.67614e+13 1.77816e+13 1.24651e+13 1.71463e+13 1.25693e+13 1.0589e+13 1.02934e+13
threshold=54.94110555000001 54.86311005000001 30.985000000000003 37.425454150000007 4.5000000000000009 53.252814850000007 120.05000000000001 5325.0000000000009 83.117716000000016 54.916864950000011 6.0000000000000009 3.5000000000000004 82.991167100000027 2.5000000000000004 54.916864950000011 1.5000000000000002 7.5000000000000009 68.515000000000015 54.932051950000009 42.405000000000008 42.005000000000003 4.5000000000000009 3.5000000000000004 5.5000000000000009 106.49500000000002 82.911604200000014 94.02500000000002 82.906746050000024 83.086354900000018 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 -7 11 10 -10 12 -9 14 -14 16 19 -18 -19 20 -13 22 -17 28 -25 26 27 -23 -24 -21
right_child=-2 2 3 5 -6 7 -8 8 9 -11 -12 15 13 -15 -16 21 17 18 -20 29 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=20.727038420460602 -22.913380978099347 -2726.1170678057956 -3697.2547765453855 4350.0872495886124 -78031.438085937509 -12560.39407800703 64560.027226562495 25097.020950718612 -9229.9638404038378 13792.983862784995 -65939.851297669506 8489.8989225354508 -2339.8048049514359 6065.6983848505442 -82163.65041015626 -2138.2058900406514 3580.8194157666908 -1102.6858791599027 -61714.651212754361 32716.177471831605 -40570.345154138515 1727.2891344982866 -5905.0957638888895 -19247.796344838502 -74130.676171875006 3103.3197732935782 -84095.910185185188 -12953.283498531475 61861.879763104836 12705.578815339008
leaf_weight=1254637 2772653 5107 3383 8754 24 804 55 502 340 1787 59 173 37 115 40 9666 1477 154 129 364 74 1503 90 253 77 9661 27 953 31 875
leaf_count=1254637 2772653 5107 3383 8754 24 804 55 502 340 1787 59 173 37 115 40 9666 1477 154 129 364 74 1503 90 253 77 9661 27 953 31 875
internal_value=0 48.8267 806.766 1242.5 -4220.89 1732.34 4726.01 828.931 1208.15 8060.12 -17615.6 636.481 14298.5 -13935.2 -43806.7 264.763 5745.68 -1614.85 -28731.5 14463.4 -6208.31 -534.44 -2951.41 -20380.3 -32053.8 1479.1 -4840.5 -3969.2 11456.7 18584.4
internal_weight=0 1.30115e+06 46514 41407 3407 38000 8809 29191 28387 2186 399 26201 694 192 77 25507 3246 1760 283 1486 247 22261 10117 451 330 12144 2483 2456 121 1239
internal_count=4073804 1301151 46514 41407 3407 38000 8809 29191 28387 2186 399 26201 694 192 77 25507 3246 1760 283 1486 247 22261 10117 451 330 12144 2483 2456 121 1239
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=31
num_cat=0
split_feature=5 1 6 6 1 1 1 1 0 0 3 0 4 4 0 4 4 6 6 6 3 7 3 0 3 1 6 6 4 6
split_gain=4.48562e+11 4.12412e+12 1.01467e+13 2.73892e+13 3.52551e+13 9.0474e+12 1.80738e+13 1.33428e+13 1.15458e+13 1.23158e+13 2.62347e+13 1.27121e+13 2.35539e+13 1.85835e+13 1.15176e+13 1.10776e+13 1.01816e+13 1.13787e+13 9.99911e+12 1.30976e+13 4.35463e+13 2.32588e+13 1.94295e+13 1.47235e+13 1.57291e+13 2.09774e+13 3.32636e+13 1.62608e+13 2.2644e+13 1.60365e+13
threshold=4.5000000000000009 45.126607350000008 15.450000000000001 30.985000000000003 61.335446300000008 39.723160900000003 39.749243900000003 38.948208550000011 44.601833250000006 44.739668300000005 8.5000000000000018 45.047736150000013 8.5000000000000018 4.5000000000000009 57.634352600000007 6.5000000000000009 5.5000000000000009 128.05000000000004 108.05000000000001 118.04500000000002 5.5000000000000009 6.0000000000000009 9.5000000000000018 55.554045200000012 2.5000000000000004 30.345769800000003 114.05000000000001 110.01500000000001 6.5000000000000009 112.00500000000001
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 5 -3 4 -4 7 16 8 -2 10 -10 12 13 -11 -8 -16 -7 -18 -13 20 21 23 -22 -20 27 26 -26 -25 -29 -27
right_child=1 2 3 -5 -6 6 14 -9 9 11 -12 18 -14 -15 15 -17 17 -19 19 -21 22 -23 -24 24 25 29 -28 28 -30 -31
leaf_value=-1.9755797553519934 -44230.456755332343 -48490.051464843753 170520.80958806819 2155.7454239503309 -12925.557651367188 -9486.6686732700891 -7394.2673166523809 9665.7703086075689 79065.955598958346 -21827.078107638892 -34107.32490530303 -8343.5759225255115 -53952.625083128878 81935.235041155131 49167.82399176521 -7646.2741209983833 -23976.911197916666 -109855.24175347223 3794.0678776041673 -648.64082023073502 -52628.680658525293 -35078.94366776316 10503.342446588011 -26569.056986607146 201929.72033270475 -18421.058931790867 56143.491061580884 118054.45360383065 -7210.0028162073213 77169.854202835646
leaf_weight=4059415 63 39 22 6629 20 42 1472 1325 54 45 33 1228 121 28 74 64 27 36 60 2538 97 38 98 35 29 26 34 31 27 54
leaf_count=4059415 63 39 22 6629 20 42 1472 1325 54 45 33 1228 121 28 74 64 27 36 60 2538 97 38 98 35 29 26 34 31 27 54
internal_value=0 557.35 2368.45 2665.77 83165.4 -1025.21 -7426.19 815.45 -1712.4 -1127.03 36138.2 -1849.25 -26888.1 17972.2 -4804.54 22819.3 -47624.8 -73050.2 -718.278 2334.82 16648.7 38571.3 -20900.8 48026.4 59271.9 80091.4 123251 27259.2 59741.7 46102.8
internal_weight=0 14389 6710 6671 42 7679 1715 5964 4639 4576 87 4489 194 73 1610 138 105 63 4295 3067 529 334 195 296 236 143 63 93 58 80
internal_count=4073804 14389 6710 6671 42 7679 1715 5964 4639 4576 87 4489 194 73 1610 138 105 63 4295 3067 529 334 195 296 236 143 63 93 58 80
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=31
num_cat=0
split_feature=5 6 6 1 2 4 6 3 6 0 5 3 3 6 1 1 1 1 1 4 1 0 5 6 0 2 0 1 6 6
split_gain=4.73487e+11 2.29809e+12 3.55728e+12 1.00874e+13 6.3566e+12 6.51026e+12 6.06578e+12 7.0451e+12 4.21282e+12 4.10152e+12 1.29459e+12 5.60005e+12 9.41032e+12 6.59364e+12 5.98113e+12 8.05104e+12 1.10982e+13 8.00802e+12 4.47619e+12 5.39535e+12 2.97496e+12 4.88776e+12 4.77152e+11 4.31356e+12 3.26982e+13 2.34725e+13 1.29419e+13 1.06369e+13 4.98449e+12 1.69214e+13
threshold=7.5000000000000009 37.995000000000012 128.05000000000004 39.366401150000009 3191.5000000000005 8.5000000000000018 168.45000000000002 2.5000000000000004 75.605000000000004 57.60122925000001 6.5000000000000009 9.5000000000000018 5.5000000000000009 189.00000000000003 39.763755750000009 37.475446350000006 38.430814800000007 42.186961750000002 30.362494150000003 5.5000000000000009 47.899251850000006 55.685785750000008 4.5000000000000009 30.025000000000002 57.978821400000008 2911.0000000000005 56.638205000000006 50.136929700000003 108.05000000000001 104.01000000000001
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=10 -2 3 -3 5 6 -4 -8 -5 -9 22 12 14 -14 15 18 -17 -16 19 -12 -19 -22 -1 24 25 -24 27 -27 29 -25
right_child=1 2 4 8 -6 -7 7 9 -10 -11 11 -13 13 -15 17 16 -18 20 -20 -21 21 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-1.7780211118183531 -25979.916847826087 61086.6796474359 -40020.706553431926 18324.516610499792 36101.074781709562 -58286.277656250008 57432.262796875002 -40865.647749255957 -40926.491220238095 21634.03779761905 -22880.979934210525 -48293.227262931032 9302.123087993421 80238.621425781253 -87185.010683593748 91873.662890625012 -7210.5168569711532 11382.978545673077 -47913.413634832978 39346.506392045456 -61708.045507812501 5228.0941015625003 63766.538169642852 27.137319438754236 124250.181640625 -48156.305971827649 -104168.34809814453 38319.356265625007 1701.1147698292648 -18572.533429774932
leaf_weight=4059415 23 39 28 28 34 25 25 21 21 21 38 29 38 20 20 20 26 26 29 22 24 20 35 3728 24 33 20 25 9384 563
leaf_count=4059415 23 39 28 28 34 25 25 21 21 21 38 29 38 20 20 20 26 26 29 22 24 20 35 3728 24 33 20 25 9384 563
internal_value=0 4226.85 7097.74 23136.5 -2067.26 -12881.6 -933.021 15402.1 -7068.77 -9615.8 -0.274972 -6441.56 -2152.88 33763 -11411.2 1901.16 35869.6 -31379.7 -15655.5 -64.2349 -15435.3 -31282.5 0.218416 586.981 18243 -4271.79 -34801.8 -10882.3 410.098 -2413.23
internal_weight=0 265 242 88 154 120 95 67 49 42 4.07354e+06 312 283 58 225 135 46 90 89 60 70 44 4.07323e+06 13812 137 113 78 58 13675 4291
internal_count=4073804 265 242 88 154 120 95 67 49 42 4073539 312 283 58 225 135 46 90 89 60 70 44 4073227 13812 137 113 78 58 13675 4291
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=31
num_cat=0
split_feature=6 4 4 6 4 3 6 5 0 1 3 1 4 1 5 0 5 0 2 1 3 4 0 4 0 3 0 3 4 0
split_gain=4.52611e+11 4.72779e+12 1.03901e+13 7.25654e+12 5.71973e+12 4.53989e+12 3.80663e+12 1.66864e+13 1.76411e+13 1.79716e+13 1.55071e+13 1.93862e+13 2.74635e+13 3.24678e+13 2.71644e+13 2.19287e+13 3.63188e+13 3.69595e+13 3.57547e+13 6.48379e+13 2.78083e+13 2.75541e+13 3.29129e+13 2.49907e+13 2.45122e+13 1.99805e+13 1.84545e+13 1.79777e+13 2.23192e+13 1.75406e+13
threshold=142.05000000000004 32.500000000000007 30.500000000000004 189.00000000000003 28.500000000000004 15.500000000000002 138.05000000000004 5.5000000000000009 42.965693300000005 82.93515810000001 4.5000000000000009 30.370944000000005 10.500000000000002 38.97264950000001 3.5000000000000004 47.139841100000005 3.5000000000000004 57.15297970000001 2632.5000000000005 43.997056950000008 5.5000000000000009 8.5000000000000018 55.812023600000011 8.5000000000000018 55.622114900000007 9.5000000000000018 59.91832440000001 14.500000000000002 15.500000000000002 60.034792100000011
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 8 -8 10 29 25 15 14 -14 -13 17 24 23 20 -20 22 -21 -18 -17 26 -12 28 -16 -10
right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 11 12 13 -15 27 16 18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.78886995542204486 -376.78793413063829 -76727.376999627973 66817.747027853256 18907.913600852273 -51393.622984730115 -22819.143391393445 67534.293759527442 56729.464610745621 -4620.2200591145529 26182.175235007307 -15652.342519531252 -4264.4328274283444 64673.391964399139 -10753.470323682544 -100670.1248798077 30764.266784667969 -50495.294345703129 120958.06664402173 279671.76820312504 181780.32989583336 114910.72188430061 21835.036452414774 33652.26020833334 86409.960898437508 -52038.013791232639 26278.511928013395 -93582.010323660725 75210.69384765625 7832.1429645647331 -78084.799431818174
leaf_weight=4049233 20139 21 23 33 22 61 41 57 2147 278 80 157 123 703 26 64 40 23 20 30 21 99 30 20 81 56 49 24 70 33
leaf_count=4049233 20139 21 23 33 22 61 41 57 2147 278 80 157 123 703 26 64 40 23 20 30 21 99 30 20 81 56 49 24 70 33
internal_value=0 -471.021 -355.826 -20689.4 -432.458 -36624.9 2.35876 2985.86 2259.07 1617.89 -134.895 6976.03 10670.8 138.5 31649 27702.5 39428.7 3189.7 62844.6 83156 195282 54243.1 107716 -4860.21 -15490.8 -23600.6 -45253.5 -2200.97 -21553.9 -5732.3
internal_weight=0 20299 20184 115 20161 82 4.0535e+06 4272 4215 4174 3896 1716 1531 946 243 585 428 168 260 200 41 159 60 60 145 185 129 120 96 2180
internal_count=4073804 20299 20184 115 20161 82 4053505 4272 4215 4174 3896 1716 1531 946 243 585 428 168 260 200 41 159 60 60 145 185 129 120 96 2180
is_linear=0
shrinkage=0.1


Tree=3612
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 6 4 4 0 0 0 1 5 0 1 4 6 0 4 0 7 0 0 1 6 0 0 1 6 6
split_gain=4.47634e+11 7.66649e+12 1.61742e+13 1.65663e+13 1.69424e+13 1.85433e+13 2.07597e+13 1.5692e+13 2.20951e+13 2.58898e+13 2.55753e+13 2.45377e+13 2.40582e+13 2.3826e+13 2.88577e+13 1.97002e+13 3.0494e+13 2.77603e+13 1.83347e+13 1.82815e+13 2.32912e+13 1.84319e+13 1.78588e+13 3.04885e+13 1.75302e+13 1.74403e+13 1.68794e+13 4.58854e+13 3.70738e+13 1.93026e+13
threshold=50.298521650000005 53.187400150000009 53.252814850000007 56.83050475000001 27.500000000000004 59.505000000000003 20.500000000000004 10.500000000000002 55.633951400000008 55.759969450000007 54.916864950000011 52.061190950000004 2.5000000000000004 54.86311005000001 50.815483650000004 5.5000000000000009 138.05000000000004 55.462387050000011 4.5000000000000009 56.858606850000008 6.0000000000000009 56.83050475000001 55.660117850000006 52.061190950000004 56.805000000000007 56.872182500000008 55.702806750000008 52.380799750000001 77.010000000000005 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 7 3 -3 5 -5 -7 8 10 12 13 15 24 14 -2 -12 17 -17 -15 20 -9 -22 -14 -24 -10 -21 28 -28 -25 -29
right_child=1 2 -4 4 -6 6 -8 19 9 -11 11 -13 22 18 -16 16 -18 -19 -20 25 21 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=26.55764197846662 275.78696288782857 -10669.633875171974 -23.00950529595201 2212.849891445831 -58484.927434593024 9283.9810003734874 52502.633315641986 -10828.191448480917 1817.4808088135328 -1719.0047984818568 -1695.9416156074408 -29688.290999660327 20717.754548880839 20821.793535884426 -9622.8023512978161 -47012.350849717885 -134789.86640625002 -7431.4293683168698 2240.0689569592441 28975.64717773438 3951.3541142898971 -27518.372004131248 -14583.794111504831 6531.9134884362938 -8559.7011126853267 72.798159267921349 31250.718414892297 5521.0001751732971 -33251.515316186364 67987.669875000007
leaf_weight=2481177 7298 795 1498880 10016 43 3313 115 5245 15495 23641 2137 575 880 632 4938 225 22 834 3323 230 2123 204 677 1044 1819 2262 865 4644 302 50
leaf_count=2481177 7298 795 1498880 10016 43 3313 115 5245 15495 23641 2137 575 880 632 4938 225 22 834 3323 230 2123 204 677 1044 1819 2262 865 4644 302 50
internal_value=0 -41.3745 8.90443 3358.24 4185.12 4385.57 10733.8 -998.78 -463.657 671.01 -3269.49 -10660.7 2863.06 -1537.99 -3718.92 -7260.78 -18261.8 -15841 5209.39 -4688.97 -7134.03 1192.51 7233.11 5668.02 727.259 2740.4 7653.6 10086.5 -2394.23 6186.39
internal_weight=0 1.59263e+06 1.51316e+06 14282 13487 13444 3428 79465 69401 49417 19984 3793 25776 16191 12236 3218 1081 1059 3955 10064 7572 2327 8462 7582 17314 2492 6905 5559 1346 4694
internal_count=4073804 1592627 1513162 14282 13487 13444 3428 79465 69401 49417 19984 3793 25776 16191 12236 3218 1081 1059 3955 10064 7572 2327 8462 7582 17314 2492 6905 5559 1346 4694
is_linear=0
shrinkage=0.1


Tree=3613
num_leaves=31
num_cat=0
split_feature=6 6 0 0 7 5 1 3 5 1 3 0 0 1 0 1 1 3 1 1 0 4 4 0 0 0 0 1 5 4
split_gain=4.37993e+11 7.24147e+12 2.02433e+13 2.01492e+13 1.76908e+13 2.3406e+13 2.10918e+13 1.86605e+13 1.75628e+13 2.07385e+13 4.16182e+13 1.81948e+13 2.07015e+13 4.00933e+13 1.8812e+13 2.76226e+13 2.27907e+13 1.80011e+13 1.72306e+13 2.54547e+13 1.70962e+13 1.93327e+13 1.69906e+13 1.46675e+13 1.46251e+13 1.66605e+13 4.08182e+13 1.41519e+13 1.59412e+13 2.60861e+13
threshold=64.015000000000015 63.855000000000011 54.947152850000002 55.007293000000011 6.0000000000000009 1.5000000000000002 37.563506350000004 20.500000000000004 2.5000000000000004 37.631035900000008 5.5000000000000009 56.342669500000007 55.749683450000006 37.488790500000007 55.972700350000004 49.176406850000006 49.030112300000006 15.500000000000002 65.574968200000015 65.534455000000023 55.649510000000014 21.500000000000004 16.500000000000004 55.60524465000001 55.161746650000005 55.850146250000009 56.685611200000004 37.924401400000008 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 -1 -3 -4 7 6 -6 27 11 10 -10 12 20 22 15 16 17 -15 19 -13 21 23 -14 -7 -9 -26 -27 28 -5 -30
right_child=-2 2 3 4 5 8 -8 24 9 -11 -12 18 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.13872020658555617 -59.958158309197351 -1151.46865487332 19458.702213726327 10173.568938930002 156456.13120117187 4401.1667449767456 21998.99451729911 79946.316672207453 11669.594889322918 15474.469925255411 153905.55082465278 -4716.9347829891585 52952.941335227275 54344.180407802545 5198.5899456988327 15782.481387717507 102311.91739791399 -38040.828780110678 -46148.842311369248 82224.252477678587 -16155.083130994199 51476.922739109854 -43315.376725630333 70824.726964613976 -15892.683825231481 172576.244296875 10327.069910552536 -747.57803882442636 7989.6569536538655 -12211.391709948497
leaf_weight=3093530 937862 18640 743 3041 20 1495 28 47 48 260 36 890 22 174 182 220 97 24 95 35 335 99 110 34 81 20 69 12940 1528 1099
leaf_count=3093530 937862 18640 743 3041 20 1495 28 47 48 260 36 890 22 174 182 220 97 24 95 35 335 99 110 34 81 20 69 12940 1528 1099
internal_value=0 17.9316 1315.74 3250.32 2727.38 8592.44 78022.8 1417.6 7790.55 29430.5 72627.9 5837.73 10013.5 23263.8 32834.2 42600.6 62600.6 43146 -5592.51 -1427.27 4417.75 8651.11 -27270.7 5878.21 30572.6 16922.3 46787.6 1077.6 5244.48 -461.41
internal_weight=0 3.13594e+06 42412 23772 23029 4204 48 18825 4156 344 84 3812 2792 829 697 515 295 198 1020 925 1963 1628 132 1529 217 170 89 18608 5668 2627
internal_count=4073804 3135942 42412 23772 23029 4204 48 18825 4156 344 84 3812 2792 829 697 515 295 198 1020 925 1963 1628 132 1529 217 170 89 18608 5668 2627
is_linear=0
shrinkage=0.1


Tree=3614
num_leaves=31
num_cat=0
split_feature=6 3 0 0 5 1 6 6 1 5 4 6 1 3 1 1 1 4 6 6 6 4 1 0 0 3 6 6 4 1
split_gain=4.35736e+11 3.53563e+12 1.06808e+13 1.76708e+13 2.79908e+13 3.47845e+13 3.01792e+13 5.73268e+13 2.77975e+13 2.47048e+13 3.62641e+13 3.30057e+13 3.15314e+13 2.06495e+13 4.69655e+13 3.85963e+13 2.83482e+13 1.80668e+13 1.84237e+13 2.99776e+13 1.86333e+13 5.35743e+13 7.44398e+13 2.38369e+13 1.91822e+13 4.25818e+13 4.91424e+13 5.31707e+13 4.9418e+13 4.08139e+13
threshold=59.815000000000005 2.5000000000000004 59.838047850000002 59.91832440000001 4.5000000000000009 30.323041000000003 110.01500000000001 88.00500000000001 30.303340300000002 3.5000000000000004 7.5000000000000009 92.02500000000002 30.226173900000003 1.5000000000000002 30.315889700000003 30.362494150000003 30.157841000000001 24.500000000000004 138.05000000000004 168.45000000000002 134.05000000000004 5.5000000000000009 30.370944000000005 59.963561900000009 59.939085000000013 1.5000000000000002 70.50500000000001 72.50500000000001 7.5000000000000009 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 -4 -6 10 11 -9 -11 -8 16 -16 -15 18 20 -20 24 22 23 -22 25 -5 -27 28 29 -28
right_child=1 -3 3 17 5 -7 13 9 -10 12 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=22.126121886130811 -163.07170993457603 40.996221147476334 -3141.4486540342336 -11057.4185675727 -58305.661060049024 -135897.69169130069 62140.771936664387 -131464.30692471593 74119.344836956516 95798.72973958333 -24427.258377927974 -46690.102601795326 -14892.453092357995 44824.431567382817 90879.383828125006 -40554.794909274198 -64920.771727418367 16829.866260634455 37783.543512192031 -14713.438704615248 126592.81363146553 -151770.92540283204 -156979.36874999999 -6652.7759062500008 -3050.6075028741288 -8662.7350316115899 271183.59559659095 18823.338718006995 16303.142250279017 73803.941328125002
leaf_weight=2794666 260142 992544 4711 1080 51 37 97 66 23 30 569 151 181 32 80 31 89 562 293 173 29 32 21 25 15823 713 22 1476 35 20
leaf_count=2794666 260142 992544 4711 1080 51 37 97 66 23 30 569 151 181 32 80 31 89 562 293 173 29 32 21 25 15823 713 22 1476 35 20
internal_value=0 -48.3412 -357.738 -2272.19 -6969.21 -56730.3 -6054.27 -7751.73 -17146.5 -29536.1 -37692.1 -72474 845.63 23395.9 7196.49 54172.5 -35897.2 -849.939 -1353.23 18294.3 -1828.22 -43442.7 2777.41 64905 -1595.93 5283.15 13071.2 23049.6 104061 177193
internal_weight=0 1.27914e+06 286594 26452 6148 111 6037 5708 74 997 786 217 211 329 232 111 121 20304 19742 466 19276 107 75 54 19169 3346 2266 1553 77 42
internal_count=4073804 1279138 286594 26452 6148 111 6037 5708 74 997 786 217 211 329 232 111 121 20304 19742 466 19276 107 75 54 19169 3346 2266 1553 77 42
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 4 6 6 1 6 6 4 1 6 4 4 3 7 7 1 4 1 1 4 6 1 4 6 1 6
split_gain=5.0416e+11 2.96325e+12 7.09914e+12 8.73044e+12 2.60376e+13 2.49633e+13 1.41266e+13 1.23995e+13 1.11835e+13 1.90008e+13 8.31665e+12 8.14594e+12 8.03849e+12 1.48258e+13 1.70111e+13 7.87019e+12 9.13748e+12 6.7589e+12 6.68171e+12 8.9877e+12 1.14139e+13 1.61758e+13 9.82163e+12 9.0109e+12 9.27882e+12 9.14041e+12 8.27771e+12 6.87899e+12 6.57045e+12 1.09109e+13
threshold=60.753246850000004 60.064438250000002 2561.0000000000005 30.438492500000006 30.410676000000006 9.5000000000000018 49.485000000000007 37.005000000000003 30.425503950000003 79.710000000000022 51.805000000000007 5.5000000000000009 30.362494150000003 75.010000000000005 3.5000000000000004 18.500000000000004 10.500000000000002 6.0000000000000009 6.0000000000000009 60.307188350000011 5.5000000000000009 30.509101000000005 30.472130500000002 2.5000000000000004 36.905000000000008 30.509101000000005 3.5000000000000004 67.445000000000007 30.389265100000003 65.805000000000021
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 10 4 12 6 11 -7 -8 -10 -3 17 -4 14 -14 -9 -17 -6 19 20 22 -22 -5 25 -25 -24 -20 -27 -16 -30
right_child=-2 2 3 18 5 7 8 15 9 -11 -12 -13 13 -15 28 16 -18 -19 26 -21 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=1.2617284135339855 296.16280787473897 -10926.402659970239 -1050.5501931352569 -50322.178848544041 25069.230334472657 -5675.3951584132719 119064.56117424244 4651.8875681023846 82423.401194852951 -28762.789595170456 72323.489522879463 77029.687428977268 57846.317222556092 -48587.800166223402 -61418.279654947917 60054.662283890335 12407.32908203125 -32016.259123883927 -30784.421072048615 1561.5122776977128 -3453.7281020454739 82989.859493885873 -46500.045800781256 -2564.9821771585721 -27063.583940805951 3137.5032552083335 23225.802711987853 57048.460596575052 -12127.957737421875 32180.679809570312
leaf_weight=4001071 56679 21 11980 88 80 395 33 152 51 22 28 22 39 94 24 81 80 28 36 593 368 23 32 212 571 153 134 28 625 61
leaf_count=4001071 56679 21 11980 88 80 395 33 152 51 22 28 22 39 94 24 81 80 28 36 593 368 23 32 212 571 153 134 28 625 61
internal_value=0 -4.17866 -1360.06 -1476.42 -534.745 15493.6 43659.7 6104.97 70754.2 48915.2 36645 21567.2 -1714.72 -11153.3 -6455.25 20971.6 36379 10269.3 -7269.1 -8835.72 -13015.8 1631.19 -18298.9 -15469.6 -20430.5 2767.11 11788.3 11477.3 -9987.31 -8187.98
internal_weight=0 4.01712e+06 16054 16005 13767 944 236 708 106 73 49 130 12823 843 749 313 161 108 2238 2068 1475 391 1084 996 783 213 170 181 710 686
internal_count=4073804 4017125 16054 16005 13767 944 236 708 106 73 49 130 12823 843 749 313 161 108 2238 2068 1475 391 1084 996 783 213 170 181 710 686
is_linear=0
shrinkage=0.1


Tree=3616
num_leaves=31
num_cat=0
split_feature=0 4 5 0 6 5 6 1 4 4 6 6 0 3 6 1 7 1 0 4 1 1 7 4 3 6 4 1 6 6
split_gain=4.3272e+11 5.67187e+12 6.57264e+12 5.18168e+12 2.35243e+13 5.16297e+13 5.16784e+13 3.20125e+13 3.94866e+13 4.27189e+13 1.31584e+14 1.63238e+14 2.26569e+13 3.79676e+13 2.77904e+13 2.13893e+13 3.66074e+13 4.07671e+13 4.91937e+13 6.50801e+13 4.73017e+13 4.2472e+13 3.26418e+13 3.40214e+13 3.70882e+13 2.86692e+13 2.81582e+13 2.13575e+13 2.88767e+13 2.10578e+13
threshold=59.764576050000009 35.500000000000007 1.5000000000000002 59.848366150000011 77.010000000000005 2.5000000000000004 78.010000000000005 30.330566300000005 21.500000000000004 23.500000000000004 95.045000000000016 91.02500000000002 59.838047850000002 18.500000000000004 96.050000000000011 30.157841000000001 6.0000000000000009 30.323041000000003 59.838047850000002 5.5000000000000009 30.277905650000005 30.303340300000002 6.0000000000000009 11.500000000000002 3.5000000000000004 88.00500000000001 17.500000000000004 30.472130500000002 75.605000000000004 81.02500000000002
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 -3 4 27 6 -6 15 -9 10 11 -10 -11 14 -14 22 17 18 21 -20 25 -17 -7 24 -24 -21 -22 -2 -29 -8
right_child=1 2 -4 -5 5 7 29 8 9 12 -12 -13 13 -15 -16 16 -18 -19 19 20 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.876943320476576 940.29034064021459 -5047.2640729631703 60824.438531216714 -33.585464256839607 -121977.52650290098 -23884.740288668076 23764.878522805608 -2723.8751817471593 -69036.856395683921 -32597.804546183019 97437.06236049108 -386777.69730113639 142541.99026041667 -49650.413593750003 -5429.2934215198866 11050.804218416133 -11082.305241498556 105018.56069048714 223575.37366071428 -52278.450803360851 183281.46752232144 -95030.611171875003 -19156.844051339285 -27798.755079950352 68995.650578938803 39181.176290673327 57571.110550860969 7263.0163143258223 107333.56841998923 -41036.585617944213
leaf_weight=3665537 36835 28 33 362388 68 411 68 1375 61 326 28 22 30 40 22 234 292 68 21 53 28 45 70 107 150 97 49 5098 29 191
leaf_count=3665537 36835 28 33 362388 68 411 68 1375 61 326 28 22 30 40 22 234 292 68 21 53 28 45 70 107 150 97 49 5098 29 191
internal_value=0 97.6563 30588.2 93.0999 1095.09 -6379.72 -44392.8 -2857.4 -11656.3 -34873.7 -90019.1 -153257 -20229.9 23595.6 79938.8 7452.17 17917.1 32148.8 22746.3 55152.3 39571.3 -6059.1 -5125.65 18452.3 40947.1 6865.44 103284 1781.97 7829.05 -24023.1
internal_weight=0 408267 61 408206 45818 3856 327 3529 1904 529 111 83 418 92 52 1625 887 595 527 248 227 279 738 327 220 150 77 41962 5127 259
internal_count=4073804 408267 61 408206 45818 3856 327 3529 1904 529 111 83 418 92 52 1625 887 595 527 248 227 279 738 327 220 150 77 41962 5127 259
is_linear=0
shrinkage=0.1


Tree=3617
num_leaves=31
num_cat=0
split_feature=0 4 4 0 7 1 1 6 6 6 0 1 5 0 0 6 1 0 0 6 3 3 6 6 0 0 2 3 1 1
split_gain=4.25491e+11 2.56818e+12 1.19158e+13 2.45031e+13 2.77572e+13 5.55504e+13 3.3375e+13 2.74347e+13 2.58539e+13 4.37216e+13 3.36893e+13 2.52181e+13 2.14295e+13 3.53449e+13 3.98013e+13 3.14807e+13 2.87845e+13 2.61113e+13 3.62249e+13 1.86183e+13 1.61892e+13 1.57482e+13 2.46814e+13 2.41855e+13 1.77353e+13 1.64362e+13 1.80979e+13 1.88327e+13 1.74892e+13 2.79485e+13
threshold=54.94110555000001 21.500000000000004 20.500000000000004 44.685196900000008 6.0000000000000009 39.873894000000007 39.873894000000007 53.705000000000005 51.805000000000007 57.005000000000003 43.6005307 39.735861600000007 2.5000000000000004 45.047736150000013 45.055912800000009 90.045000000000016 38.91194105000001 45.036141150000006 45.015054600000006 59.815000000000005 15.500000000000002 14.500000000000002 81.705000000000013 102.04000000000001 47.285193200000002 45.067157700000003 4046.5000000000005 6.5000000000000009 39.689978950000004 39.652459050000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 -6 -4 -5 15 -15 16 -14 18 -17 -7 -13 25 24 -24 -23 -16 28 -28 29 -27
right_child=-2 -3 3 12 6 19 7 -9 9 -11 -12 20 13 14 21 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=59.146133279770737 -22.139168879747984 -496.03439606228488 -19881.006226035977 3414.8252270290864 124945.4119212963 -62554.753702445654 -18705.472270275299 118333.69521484376 -153529.29000000001 3124.7425403225807 -34537.830558894231 11806.643923611111 156475.99084821431 -64781.230581536089 -16745.16257883095 16010.593520636306 54631.742441114737 -38085.924890950519 144829.22358940972 -163814.59692708333 111990.30118885869 6095.2797197522623 -62843.961626127573 19692.032993861609 94291.80151041667 34624.510433382602 48242.832363281253 -78809.561551339284 24853.884759568798 136757.94222470239
leaf_weight=1212208 2772653 81577 484 5296 27 46 21 48 25 62 26 54 35 71 83 114 134 60 27 30 23 95 97 56 30 74 20 28 258 42
leaf_count=1212208 2772653 81577 484 5296 27 46 21 48 25 62 26 54 35 71 83 114 134 60 27 30 23 95 97 56 30 74 20 28 258 42
internal_value=0 47.1769 83.5121 4093.38 -11918.2 -22293.6 19704.5 76626.1 -8349.68 -41890.8 46708.3 -11424.4 6170.95 18096.1 6910.91 43912.8 75723.7 17166.4 40678 -102526 41731.6 13411.7 -5702.54 -32634.7 27262.4 23934 31934.9 -25871.1 39353.9 71603.9
internal_weight=0 1.30115e+06 1.21957e+06 7366 846 637 209 69 140 87 53 561 6520 1224 854 370 169 201 141 76 77 783 278 153 125 505 422 48 374 116
internal_count=4073804 1301151 1219574 7366 846 637 209 69 140 87 53 561 6520 1224 854 370 169 201 141 76 77 783 278 153 125 505 422 48 374 116
is_linear=0
shrinkage=0.1


Tree=3618
num_leaves=31
num_cat=0
split_feature=0 1 6 6 1 2 4 0 1 0 0 4 0 5 1 1 0 1 6 0 4 7 4 6 6 6 6 6 4 4
split_gain=4.25623e+11 2.83638e+12 5.55975e+12 4.54719e+12 6.93969e+12 3.58096e+12 9.91879e+12 4.73672e+12 4.46447e+12 1.50941e+13 8.21139e+12 7.75809e+12 5.15449e+12 4.44478e+12 4.0692e+12 3.10078e+12 1.17754e+13 9.13637e+12 9.33664e+12 8.84405e+12 5.91261e+12 1.54187e+13 1.12982e+13 1.01702e+13 8.19535e+12 8.22761e+12 1.88315e+13 1.34133e+13 1.68325e+13 1.59423e+13
threshold=60.753246850000004 33.882313700000005 90.045000000000016 37.310000000000009 30.624707450000006 14143.500000000002 5.5000000000000009 61.686687400000004 30.624707450000006 61.78914120000001 63.565651350000003 2.5000000000000004 63.565651350000003 3.5000000000000004 30.205407000000005 34.382014200000008 63.565651350000003 39.749243900000003 56.205000000000005 61.686687400000004 9.5000000000000018 6.0000000000000009 16.500000000000004 78.605000000000004 67.91500000000002 89.00500000000001 92.02500000000002 84.00500000000001 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 2 3 4 -2 6 8 -8 10 -10 14 -11 -13 -12 -5 16 19 18 -17 -3 24 22 -22 -24 -21 27 -27 -26 29 -29
right_child=1 15 -4 5 -6 -7 7 -9 9 11 13 12 -14 -15 -16 17 -18 -19 -20 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-3.8394213788816822 19290.235763769753 -28598.866839800823 -37046.177967087766 -2921.4499523758564 -2889.0058764139812 4366.8074388407049 -51420.982291666674 -15230.16103881836 -68.424595964458632 -6606.8510745504627 23993.321438514333 -32007.747247287447 -72687.799345930238 -20223.180324143632 -38160.889005872938 -1549.9669774158274 -14837.158990807628 483.36029247263042 -12645.333897185214 2325.5516334590579 -14706.704934962267 10708.317445370796 1941.8406515842014 63955.67715473791 10699.523656996655 -54981.208108836203 6466.1837542244566 25266.987404725613 -10674.767179581926 111936.53639914774
leaf_weight=4017125 222 91 47 365 387 354 66 80 568 92 181 113 43 26 36 2672 408 38521 1059 8047 882 557 180 31 1115 58 356 41 37 44
leaf_count=4017125 222 91 47 365 387 354 66 80 568 92 181 113 43 26 36 2672 408 38521 1059 8047 882 557 180 31 1115 58 356 41 37 44
internal_value=0 272.119 -2967.21 -2334.88 5196.04 -4718.62 -6767.18 -31590.4 -4222.11 -9055.33 2264.58 -29638.2 -43220.8 18439.6 -6085.09 426.604 1856.36 25.7172 -4699.25 2451.77 2700.77 -2833.11 -9733.9 11052.9 3642.29 10060.1 -2142.39 14144 45624.5 70131.2
internal_weight=0 56679 2580 2533 609 1924 1570 146 1424 816 608 248 156 207 401 54099 11847 42252 3731 11439 11348 1650 1093 211 9698 1651 414 1237 122 85
internal_count=4073804 56679 2580 2533 609 1924 1570 146 1424 816 608 248 156 207 401 54099 11847 42252 3731 11439 11348 1650 1093 211 9698 1651 414 1237 122 85
is_linear=0
shrinkage=0.1


Tree=3619
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 4 6 4 4 0 0 1 6 6 1 1 1 4 6 6 6 4 3 3 6 1 5 6 6 4
split_gain=4.20465e+11 4.35667e+12 1.79759e+13 1.52033e+13 3.43545e+13 1.61083e+13 1.5429e+13 1.62673e+13 2.67615e+13 2.81345e+13 1.32321e+13 1.27772e+13 1.90106e+13 2.0671e+13 1.90507e+13 2.2242e+13 1.87136e+13 2.67935e+13 1.4992e+13 2.99889e+13 2.1549e+13 5.48565e+13 4.22459e+13 2.11559e+13 2.07622e+13 1.64166e+13 1.62816e+13 1.56892e+13 2.03476e+13 1.3447e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 82.886781200000016 17.500000000000004 10.500000000000002 93.050000000000011 8.5000000000000018 5.5000000000000009 54.988402950000008 54.988402950000008 83.007653300000015 128.05000000000004 118.04500000000002 82.970388650000018 82.973036600000015 82.975438000000011 8.5000000000000018 101.02000000000002 97.020000000000024 80.720000000000013 10.500000000000002 6.5000000000000009 5.5000000000000009 90.045000000000016 82.911604200000014 3.5000000000000004 88.00500000000001 84.810000000000016 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 6 -3 8 9 -8 -9 12 13 14 18 -16 17 -14 19 20 26 22 24 -20 -22 -25 -5 28 -23 -13
right_child=1 2 -4 11 -6 -7 7 10 -10 -11 -12 29 16 -15 15 -17 -18 -19 23 -21 21 27 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-17.125812125596745 -209.53886860460318 -6534.3499880058062 130.86958843400146 4469.8923791661773 105954.76802262932 23502.87025996927 114849.68232421875 26716.265121799046 -47441.949033717108 -19876.973487903229 121418.08909374999 3178.2444048703919 158365.80422453705 -61266.154755434778 43737.119734798573 11029.655313054645 -12575.210674838363 21053.423098958334 83825.289418859655 -20558.937773951482 24415.622188765916 -28217.737538109755 184326.27245370371 46331.948811848961 102898.82496014031 -38744.208039607554 -42301.403536458332 -17552.162240285972 58991.125913149357 -13177.68191857632
leaf_weight=3172333 359688 3262 523212 9767 29 211 31 36 57 31 25 1541 27 46 249 1260 29 30 57 475 108 41 27 48 49 43 75 194 77 746
leaf_count=3172333 359688 3262 523212 9767 29 211 31 36 57 31 25 1541 27 46 249 1260 29 30 57 475 108 41 27 48 49 43 75 194 77 746
internal_value=0 60.2668 239.39 3296.8 -2456.83 -3317.48 -4961.61 23540 2016.49 47486.4 65528.5 4719.65 5967.61 5645.65 5892.48 16426.7 52823.2 86096.1 4442.23 4009.56 5138.41 25475.8 68781.2 36053.9 48910.4 6131.13 4113.48 -63.2372 28689.7 -2156.92
internal_weight=0 901471 541783 18571 3682 3653 3442 180 119 62 61 14889 12602 12516 12470 1509 86 57 10961 10813 10338 496 184 148 157 91 9842 312 118 2287
internal_count=4073804 901471 541783 18571 3682 3653 3442 180 119 62 61 14889 12602 12516 12470 1509 86 57 10961 10813 10338 496 184 148 157 91 9842 312 118 2287
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=31
num_cat=0
split_feature=6 4 4 6 2 0 1 1 1 4 2 2 0 5 0 6 6 5 3 1 1 0 0 6 0 1 3 5 0 3
split_gain=4.53892e+11 3.22848e+12 1.38799e+13 1.6986e+13 1.73977e+13 1.77415e+13 2.36494e+13 2.26951e+13 2.50328e+13 1.53768e+13 4.3537e+13 5.75407e+13 3.96027e+13 6.87816e+13 6.70725e+13 5.31445e+13 4.92867e+13 3.53966e+13 3.50201e+13 3.51389e+13 3.4257e+13 7.21736e+13 5.24362e+13 3.23584e+13 5.89137e+13 4.40261e+13 3.48274e+13 2.98134e+13 2.97401e+13 2.93009e+13
threshold=102.04000000000001 9.5000000000000018 7.5000000000000009 104.01000000000001 915.50000000000011 59.882709350000006 40.965343750000009 30.362494150000003 50.298521650000005 6.5000000000000009 6877.0000000000009 2970.5000000000005 44.249882500000005 2.5000000000000004 43.472751400000007 156.15000000000003 105.00500000000001 3.5000000000000004 3.5000000000000004 39.723160900000003 65.534455000000023 56.850115550000005 57.15297970000001 168.45000000000002 57.15297970000001 65.574968200000015 3.5000000000000004 4.5000000000000009 42.965693300000005 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 -6 -7 -9 -2 11 12 14 -14 -11 18 17 -15 19 -16 21 28 -23 25 27 26 -22 -25 -13 -30
right_child=1 -3 3 -5 5 7 -8 8 -10 10 -12 20 13 16 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=5.4898970906187001 61.302794462858259 -687.76998589890627 41488.529056626474 4183.5284404440345 -42840.980719326137 -3249.2951318027212 -7364.7603971409717 131412.49501008066 -4622.0728190104164 -91874.053538602951 -25872.341755427871 -31801.961134207595 -101942.44901670259 51736.325062242453 191420.15677083333 211324.26654227122 -17622.543701872924 -53244.198086939105 -3318.0266458333335 18449.072418478263 50822.936543543205 -92646.21037670174 12320.248211805556 158830.40059523811 -112786.41303013393 15043.380078125001 182005.37009375001 -7748.167436079546 83098.873789062505 23614.67085908349
leaf_weight=3966508 29225 60239 69 12744 239 147 879 31 24 34 903 70 87 182 24 21 1393 39 75 23 34 101 90 21 28 57 50 22 110 335
leaf_count=3966508 29225 60239 69 12744 239 147 879 31 24 34 903 70 87 182 24 21 1393 39 75 23 34 101 90 21 28 57 50 22 110 335
internal_value=0 -202.95 417.682 3039 -7461.99 -10020.8 -14948.7 17253.5 72052 -707.548 -6782.07 -616.655 -10646.5 -15330.8 34370.9 64387.2 -10662.2 33210.4 39094.8 106775 19901.8 9316.16 -43185.6 55154.2 98.0164 82877.5 128908 73604.2 28787.7 38318.6
internal_weight=0 107296 47057 14133 1389 1320 1118 202 55 32924 3699 2796 1878 1701 177 143 1614 221 122 47 918 706 191 212 71 141 84 43 515 445
internal_count=4073804 107296 47057 14133 1389 1320 1118 202 55 32924 3699 2796 1878 1701 177 143 1614 221 122 47 918 706 191 212 71 141 84 43 515 445
is_linear=0
shrinkage=0.1


Tree=3621
num_leaves=31
num_cat=0
split_feature=0 4 6 1 5 6 6 0 6 1 2 1 6 6 1 6 5 6 6 1 2 6 1 1 1 6 6 2 0 1
split_gain=4.33334e+11 2.51021e+12 5.29104e+12 9.77707e+12 5.51156e+12 5.45926e+12 4.5094e+12 8.7178e+12 1.56828e+13 8.90458e+12 4.17217e+12 3.78862e+12 3.84672e+12 9.18027e+12 3.7835e+12 3.71795e+12 4.56057e+12 6.32943e+12 3.94138e+12 3.548e+12 3.53313e+12 3.41247e+12 7.17276e+12 4.66056e+12 3.39624e+12 7.042e+12 8.66264e+12 1.3603e+13 4.86967e+12 8.26532e+12
threshold=54.94110555000001 1.5000000000000002 128.05000000000004 52.061190950000004 2.5000000000000004 35.57500000000001 54.710000000000008 55.026775150000006 83.010000000000005 82.895858600000011 75.000000000000014 82.906746050000024 45.305000000000007 42.875000000000007 37.586700500000006 75.010000000000005 1.5000000000000002 55.015000000000008 87.395000000000024 38.657016300000002 75.000000000000014 44.820000000000007 39.777866350000004 30.624707450000006 52.380799750000001 95.045000000000016 75.010000000000005 2200.0000000000005 55.972700350000004 38.011626600000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 14 8 9 -8 -7 15 13 -13 -6 16 17 21 -17 -16 -2 23 -23 -12 25 26 28 -28 29 -9
right_child=1 -3 3 -5 6 10 7 24 -10 -11 11 12 -14 -15 19 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=47.609681870010903 43327.243078612788 -26.655187294020671 -78520.828558084249 6955.6828979492193 27502.415924221132 -43259.158625000004 95103.177969751603 58756.293789062503 -26613.934259259258 24522.84834724195 38098.129601469496 -8780.0382304837112 -19952.439700520834 37784.696300760908 -44376.454622395831 -58507.365767045463 3551.1002664892499 43268.188085937501 -472.10298437500001 -2235.6237047181512 4613.9326216905074 -82474.167343750014 -11195.087361653646 -10802.713238243865 11861.137837631308 42142.371314102566 -76750.565581597228 -3146.8178169710091 -3577.0113852786581 4814.3867346938778
leaf_weight=1301151 24 2766968 23 32 41 25 39 40 27 33 21 359 210 48 21 22 1373 22 25 411 1329 20 48 271 748 39 36 83 217 98
leaf_count=1301151 24 2766968 23 32 41 25 39 40 27 33 21 359 210 48 21 22 1373 22 25 411 1329 20 48 271 748 39 36 83 217 98
internal_value=0 -22.3423 2076.81 -28789 2378.34 204.421 6881.55 9806.64 38380.8 62753.9 -2616.85 -2196.82 -8960.1 -3288.37 -1528.85 118.909 862.244 -8802.15 -27637.5 -4284.14 5300.64 -11984.2 -32159.5 -7285.87 7563.3 1296.68 -2064.04 -25413.5 5762.96 20449.7
internal_weight=0 2.77265e+06 5685 55 5630 3797 1833 1360 99 72 2444 2419 617 407 473 1802 1755 382 47 432 1353 360 68 292 1261 513 474 119 355 138
internal_count=4073804 2772653 5685 55 5630 3797 1833 1360 99 72 2444 2419 617 407 473 1802 1755 382 47 432 1353 360 68 292 1261 513 474 119 355 138
is_linear=0
shrinkage=0.1


Tree=3622
num_leaves=31
num_cat=0
split_feature=2 1 7 1 0 0 4 4 4 0 3 5 6 6 0 0 3 3 6 6 6 0 3 4 5 1 4 4 1 0
split_gain=4.51402e+11 4.49018e+12 2.46244e+13 4.97455e+13 3.57497e+13 5.76779e+13 3.6361e+13 5.14411e+13 5.46683e+13 4.07315e+13 4.79895e+13 4.89115e+13 3.33907e+13 6.24527e+13 3.09964e+13 3.071e+13 2.92999e+13 5.22359e+13 3.25055e+13 4.47033e+13 3.62646e+13 5.05523e+13 2.86521e+13 2.74581e+13 2.97646e+13 2.73885e+13 8.33266e+13 9.54114e+13 1.26316e+14 8.58583e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.729575300000008 55.579943700000008 55.595177750000005 16.500000000000004 20.500000000000004 24.500000000000004 55.910578700000009 3.5000000000000004 1.5000000000000002 67.00500000000001 59.025000000000013 55.801384500000005 55.622114900000007 4.5000000000000009 2.5000000000000004 80.030000000000015 77.010000000000005 84.00500000000001 55.812023600000011 1.5000000000000002 23.500000000000004 2.5000000000000004 37.740454950000007 17.500000000000004 19.500000000000004 37.729575300000008 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 23 10 -8 -12 13 -7 -10 -14 17 -17 19 -18 -20 -22 -3 24 -9 26 -4 28 -28 -29
right_child=-2 2 25 -5 5 6 7 8 14 -11 11 -13 15 -15 -16 16 18 -19 20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-144.54426183712206 -14.864899771649258 53588.661709770124 -13115.474356030229 613.0964263547645 105646.44179687501 5321.9863086422802 -713.45361226399746 -63560.949575407605 81157.030981809716 20054.115437694967 32249.201631389293 111867.43223673504 71575.9257411859 40056.366266831814 -6394.0000210631133 -34487.819839093543 -45742.726759033205 54963.740703124997 108361.28725585938 -177654.19455645164 -166570.47094494049 7318.6100978944369 -5040.6777721414619 -129158.77917094983 60284.158897569454 -194.81907602256729 192275.52565104168 -3628.5093461199403 13552.056940960065 27360.572467566668
leaf_weight=392867 3396489 87 6927 205792 66 3270 96 69 67 561 129 192 39 615 102 151 150 115 24 31 21 82 1989 38 27 55167 60 7449 116 1016
leaf_count=392867 3396489 87 6927 205792 66 3270 96 69 67 561 129 192 39 615 102 151 150 115 24 31 21 82 1989 38 27 55167 60 7449 116 1016
internal_value=0 74.5421 377.134 912.417 8688.94 12692.7 11631.1 26494.8 -9507.37 37648.8 61319.4 79871.3 7398.03 10820.5 28315.6 -14292.4 -20126.7 4184.85 -41123 -68335.3 -2340.02 -28134.5 -2583.67 -57209.5 -28729.5 -1240.13 -4944.29 1606.08 74480.5 90.9126
internal_weight=0 677315 284448 213713 7921 5845 5779 1281 303 978 417 321 4498 3885 169 613 574 266 308 181 127 103 2076 134 96 70735 15568 8641 176 8465
internal_count=4073804 677315 284448 213713 7921 5845 5779 1281 303 978 417 321 4498 3885 169 613 574 266 308 181 127 103 2076 134 96 70735 15568 8641 176 8465
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=31
num_cat=0
split_feature=4 3 1 1 6 2 0 0 1 0 6 5 6 6 1 6 0 0 6 5 6 1 0 0 0 1 0 0 0 1
split_gain=4.41984e+11 3.56574e+12 6.79291e+12 1.36419e+13 1.09203e+13 1.00738e+13 2.71704e+13 2.15359e+13 1.68446e+13 1.34722e+13 1.94565e+13 1.33618e+13 3.65059e+13 1.03406e+13 9.54093e+12 2.2137e+13 4.40682e+13 2.73466e+13 2.91023e+13 1.07485e+14 3.10386e+13 1.67802e+13 2.0582e+13 1.44374e+13 5.26471e+13 1.4018e+13 1.3915e+13 2.85576e+13 2.45345e+13 2.40646e+13
threshold=9.5000000000000018 8.5000000000000018 37.442254400000003 37.318079750000003 134.05000000000004 75.000000000000014 55.554045200000012 55.633951400000008 37.425454150000007 55.721784200000009 58.995000000000012 2.5000000000000004 44.410000000000004 45.005000000000003 37.702956500000006 48.810000000000009 55.876067900000002 55.595177750000005 51.405000000000008 2.5000000000000004 64.805000000000021 37.543519500000009 55.922096200000006 55.759969450000007 55.710673100000008 37.618684050000006 55.753967500000009 55.791814000000009 55.702806750000008 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -7 -9 11 12 -11 -8 15 -4 17 -17 19 -19 26 22 -18 24 -22 -23 28 -28 -20 -29
right_child=-2 2 14 5 -6 8 7 9 -10 10 -12 -13 -14 -15 -16 16 21 18 20 -21 23 25 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-10.040371646681622 30.68041824535851 236.64268686837474 996.70327391187243 -57931.828835227272 74226.561757812495 10155.605150235002 115191.73412063954 -19195.466230468748 -56890.742636718758 -3662.6824448196976 123781.12933238636 -29412.505826822919 138748.92578125 43083.694193865806 -850.29132109613829 -8526.8560030249791 122499.82389112905 -287863.30194382439 -15991.18386626718 -23211.86012198465 -47310.150226550155 -41312.281669025033 27160.471723720009 -3226.5046585648151 -206728.81736111111 33950.124343750002 71360.243590561222 59873.184913793106 -103028.08784054487 -44874.148142361111
leaf_weight=1830206 2181312 7613 1865 33 20 593 43 60 40 54 22 36 27 37 50308 702 31 21 191 57 89 49 84 27 27 50 49 29 39 90
leaf_count=1830206 2181312 7613 1865 33 20 593 43 60 40 54 22 36 27 37 50308 702 31 21 191 57 89 49 84 27 27 50 49 29 39 90
internal_value=0 -35.3627 -779.431 1833.69 430.511 13167.5 27873.8 38022.9 5918.87 20407.3 37501.9 21278.5 43807.9 81841.8 -1196.79 -6323.69 -15217.8 -22037.5 -37359.8 -94464.2 -29126.6 26879.3 52860.6 -69086.7 -84416.2 -3300.97 -14769.1 7108.93 -30749.6 -19347.5
internal_weight=0 1.89249e+06 62286 8578 7633 945 312 279 633 199 139 117 81 80 53708 3400 1535 1321 619 78 541 214 115 143 116 99 398 168 230 119
internal_count=4073804 1892492 62286 8578 7633 945 312 279 633 199 139 117 81 80 53708 3400 1535 1321 619 78 541 214 115 143 116 99 398 168 230 119
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=31
num_cat=0
split_feature=6 1 4 1 3 0 6 6 4 4 4 6 3 1 0 0 1 2 1 4 3 3 1 3 3 0 0 6 4 6
split_gain=4.18012e+11 4.3204e+12 6.75819e+12 8.24458e+12 7.5904e+12 1.00588e+13 1.04244e+13 1.70156e+13 1.51937e+13 1.26358e+13 1.1534e+13 8.61665e+12 8.13819e+12 7.04901e+12 1.23949e+13 1.28566e+13 1.15824e+13 5.36121e+12 1.11711e+13 1.15559e+13 1.47516e+13 6.75903e+12 5.11443e+12 1.13663e+13 2.81376e+13 2.12444e+13 1.87284e+13 1.93244e+13 1.65272e+13 2.81943e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 30.277905650000005 10.500000000000002 59.882709350000006 149.05000000000004 189.00000000000003 23.500000000000004 24.500000000000004 23.500000000000004 156.15000000000003 14.500000000000002 38.958307950000012 55.858844800000007 60.002985000000002 37.897576350000001 1250.5000000000002 53.187400150000009 9.5000000000000018 3.5000000000000004 6.5000000000000009 37.563506350000004 10.500000000000002 13.500000000000002 55.79439725000001 45.015054600000006 156.15000000000003 16.500000000000004 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 8 10 -6 -9 -8 -12 -7 14 16 -16 -5 18 -3 20 -20 -21 -2 -24 25 28 -26 -28 29 -25
right_child=1 17 3 4 5 12 7 9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=2.2668149162087321 715.75954481000872 -84321.625305706519 -69100.837357954544 67368.996996826172 16339.031317934785 -4116.2167382812504 96038.296448863635 -58873.635487912739 -91691.117727864592 13623.887624289775 -37569.464368206529 33106.997342051633 79403.783014787943 -68159.106510416663 -109660.1614790483 -7505.612276785715 -16571.225878906251 -1144.9684710389429 -25890.470202184606 -63757.367674175061 78642.305541087975 -1895.5734256628789 3107.2203767168248 171127.67473214286 76413.036466733873 -31049.703483072921 39055.886465731535 -25253.667064819339 25999.545148026315 43268.551999080883
leaf_weight=4053505 3230 23 22 25 23 20 22 53 30 44 23 69 28 30 22 28 48 14710 27 38 27 33 1339 35 31 21 66 160 38 34
leaf_count=4053505 3230 23 22 25 23 20 22 53 30 44 23 69 28 30 22 28 48 14710 27 38 27 33 1339 35 31 21 66 160 38 34
internal_value=0 -452.66 1958.16 -9282.43 -6452.31 2494.62 -5161.59 4797.52 -44810.1 -25988.2 30992.3 15437.9 44603.8 -24697 -14096.5 -52453.6 12175.4 -1335.5 -20273.2 -8488.27 26375.9 -35004.7 3063.16 7461.14 22603.8 60910.5 3524.93 -6473 78958.7 108125
internal_weight=0 20299 5441 487 465 312 264 211 53 97 114 92 48 153 123 50 73 14858 148 125 54 71 4954 1724 385 128 257 226 107 69
internal_count=4073804 20299 5441 487 465 312 264 211 53 97 114 92 48 153 123 50 73 14858 148 125 54 71 4954 1724 385 128 257 226 107 69
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 2 1 1 1 3 2 4 3 5 4 3 3 5 0 0 5 1 4 4 4 3 1 5 0 1
split_gain=4.78248e+11 1.05023e+12 5.20865e+12 3.89828e+12 2.85412e+12 5.72679e+12 2.38793e+12 4.51361e+12 3.89273e+12 2.06228e+12 1.52735e+12 1.43528e+12 1.73058e+12 2.84934e+12 2.15053e+12 3.92953e+12 1.36878e+12 1.68927e+12 2.13235e+12 9.0057e+12 9.77053e+12 8.33083e+12 3.02896e+13 9.9046e+12 8.156e+12 9.18274e+12 6.39723e+12 6.33905e+12 1.35459e+13 7.00383e+12
threshold=247.90000000000001 59.950512650000007 59.905532300000012 60.002985000000002 30.315889700000003 4395.5000000000009 30.226173900000003 28.601854300000003 30.452677500000004 3.5000000000000004 10876.500000000002 24.500000000000004 17.500000000000004 4.5000000000000009 19.500000000000004 10.500000000000002 16.500000000000004 7.5000000000000009 44.895258050000002 44.046956350000009 5.5000000000000009 43.56803845000001 8.5000000000000018 10.500000000000002 6.5000000000000009 2.5000000000000004 43.80299105000001 5.5000000000000009 52.07762420000001 49.300375350000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -8 10 -7 12 14 -14 16 -16 17 18 19 20 21 22 -10 26 25 -21 -23 -20 -29 -30
right_child=1 3 -4 4 5 9 8 -9 11 -11 -12 -13 13 -15 15 -17 -18 -19 27 24 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.95961294330272406 -4259.4145937499998 49305.785328311016 -42913.86200810186 30789.30956357759 -50032.895099431822 32375.550284090914 -39252.800911458333 59476.3271484375 -87473.53689081101 -13741.119345703126 -2122.8665248325892 -21347.744726562501 -4716.7203804347828 44538.378678385423 7083.7963909646751 -53523.636425781253 24266.101352163463 -20306.999536132815 1196.452626322189 17223.211740801413 56522.307354525867 64357.918125000004 51550.410125000002 -49797.125609564013 -5982.4254516601568 93589.323559570315 5444.0807064494684 -98841.081093750006 36353.131374999997 -35313.73872395834
leaf_weight=4070611 25 21 27 29 22 33 24 20 42 30 21 28 23 24 23 20 26 36 2209 31 29 20 25 31 32 32 235 20 25 30
leaf_count=4070611 25 21 27 29 22 33 24 20 42 30 21 28 23 24 23 20 26 36 2209 31 29 20 25 31 32 32 235 20 25 30
internal_value=0 1223.37 812.329 9225.43 2990.71 -4614.57 1204.56 24067.6 857.564 7280.71 18959.5 1184.88 1401.47 20434.8 1089.34 -21105.7 1427.41 1215.11 1495.73 7576.87 724.673 -3859.27 -35598.9 3576.25 35129.9 56012.3 10064.8 225.726 -28365.4 -2737.89
internal_weight=0 3193 3037 156 135 106 3010 45 2965 84 54 2941 2913 47 2866 43 2823 2797 2761 477 382 353 67 286 95 63 255 2284 75 55
internal_count=4073804 3193 3037 156 135 106 3010 45 2965 84 54 2941 2913 47 2866 43 2823 2797 2761 477 382 353 67 286 95 63 255 2284 75 55
is_linear=0
shrinkage=0.1


Tree=3626
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 1 6 6 0 5 2 4 3 4 0 1 1 1 6 0 6 6 1 0 3 1 1 1 3
split_gain=4.29756e+11 2.86472e+12 4.1662e+12 5.77023e+12 3.52053e+12 1.32199e+13 6.4143e+12 6.22737e+12 2.73567e+12 1.56164e+12 1.13734e+12 5.36937e+12 3.77183e+12 8.17138e+12 6.61414e+12 9.35529e+12 1.66863e+13 7.93874e+12 4.02722e+12 2.63416e+12 2.60647e+12 4.4452e+11 6.4678e+12 2.42102e+13 4.73444e+13 3.91987e+13 2.52198e+13 5.03596e+13 2.43831e+13 2.54151e+13
threshold=7.5000000000000009 12.500000000000002 43.550475500000012 44.685196900000008 55.737027400000009 47.256487700000001 37.586700500000006 149.05000000000004 149.05000000000004 53.341100000000004 6.5000000000000009 6877.0000000000009 15.500000000000002 5.5000000000000009 6.5000000000000009 55.79439725000001 38.927872750000006 42.186961750000002 30.362494150000003 189.00000000000003 59.933037250000005 77.010000000000005 79.015000000000015 39.718675700000013 43.687280500000007 3.5000000000000004 30.303340300000002 30.242318500000007 47.800771000000005 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=10 2 -2 -4 8 6 7 -6 9 -5 21 12 13 14 15 16 -12 -18 20 -15 -17 -1 23 24 25 -23 27 -26 29 -25
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 19 -16 18 17 -19 -20 -21 -22 22 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-11.849007846539893 42313.405894886368 37752.679144021742 -53181.811979166669 -12626.865833782329 31890.176609293623 -75576.342110188809 52240.341682942708 -32542.558476562503 39708.316956676135 21478.178492187501 94498.133927408853 -46258.251197916667 -32993.630429974721 18629.198234374999 -57897.855362215909 17238.57776442308 -37485.183913352274 32418.565539550782 -49596.902516084563 66671.098586309527 -25694.887323588711 193631.12381114133 -25.46500531800114 -4395.3988504630015 4385.1887107222283 31224.434272693456 4275.5793243914732 -27805.757851201837 694.13913758480135 -24625.487165269471
leaf_weight=3594952 22 23 21 29 24 24 24 40 33 25 24 30 34 25 22 26 33 32 34 21 31 23 434832 4192 1351 42 20955 759 15392 729
leaf_count=3594952 22 23 21 29 24 24 24 40 33 25 24 30 34 25 22 26 33 32 34 21 31 23 434832 4192 1351 42 20955 759 15392 729
internal_value=0 4026.93 821.589 -3327.59 1933.41 -9789.3 8152.61 -8380.28 17024.7 3162.51 -0.26197 -6037.68 -1758.89 2523.29 -6138.85 187.25 23239.8 -3071.03 -22358.6 40561.4 -6111.2 0.200482 90.7704 1254.2 3466.47 88691.4 3226.3 -7194.4 -1264.87 -7392.3
internal_weight=0 265 242 220 199 112 88 64 87 54 4.07354e+06 312 282 248 202 180 89 65 91 46 57 4.07323e+06 478275 43443 23130 65 23065 2110 20313 4921
internal_count=4073804 265 242 220 199 112 88 64 87 54 4073539 312 282 248 202 180 89 65 91 46 57 4073227 478275 43443 23130 65 23065 2110 20313 4921
is_linear=0
shrinkage=0.1


Tree=3627
num_leaves=31
num_cat=0
split_feature=6 0 2 7 0 1 1 4 3 0 0 1 3 0 2 4 0 4 1 1 4 2 4 0 5 1 1 3 0 1
split_gain=4.03625e+11 9.48291e+11 1.05619e+12 1.09417e+12 1.2116e+12 9.8753e+11 3.90743e+12 3.65212e+12 3.56148e+12 3.35434e+12 3.97447e+12 7.04036e+12 2.84372e+12 6.51077e+12 7.63683e+12 3.2468e+12 2.67739e+12 2.54923e+12 1.71292e+13 1.1908e+13 7.5409e+12 1.24009e+13 5.21355e+12 7.54799e+12 8.83336e+12 5.0347e+12 3.84236e+12 4.08119e+12 2.20276e+13 8.78138e+12
threshold=247.90000000000001 63.565651350000003 13505.500000000002 6.0000000000000009 43.051287600000009 39.079932600000006 39.231261550000006 22.500000000000004 16.500000000000004 60.028671700000011 59.939085000000013 30.323041000000003 11.500000000000002 54.604289300000012 5444.0000000000009 16.500000000000004 45.040161900000008 5.5000000000000009 30.389265100000003 37.586700500000006 8.5000000000000018 2632.5000000000005 15.500000000000002 45.029425500000009 3.5000000000000004 37.46219940000001 39.018051150000005 3.5000000000000004 45.177967300000006 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 12 10 17 -12 15 -14 -15 -8 -7 19 -19 -2 21 -20 23 -22 25 -25 27 29 -29 -21
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 20 26 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.88157319671547951 -29340.652417208243 21813.768651788887 -12957.392187500001 33187.537050781248 21433.771028645835 -8671.1768345424116 58.468301926944605 41714.374451264885 -41171.579613095237 29239.092545572919 -65421.220278532608 14663.616871279764 68262.812812500008 -39735.624129231772 39237.4283125 -31102.916262637871 -56576.354453125008 75565.474821428579 97678.040922619053 8171.8881853637695 33104.752698206015 4936.1198454483701 7817.2691556363498 -43525.140193256579 -79894.019791666666 507.89039395960367 52876.941054687501 99453.146824218755 -24198.678756893383 -64414.807109374997
leaf_weight=4070611 113 22 20 20 21 28 2018 21 21 48 23 21 20 24 25 34 20 35 21 100 27 46 222 38 24 82 20 25 34 20
leaf_count=4070611 113 22 20 20 21 28 2018 21 21 48 23 21 20 24 25 34 20 35 21 100 27 46 222 38 24 82 20 25 34 20
internal_value=0 1123.88 980.335 14011.7 4657.59 724.736 -411.531 214.714 -192.146 3519.27 2068.56 -27198.9 213.591 20181.7 556.75 -457.851 -28631.7 3664.31 8126.44 -3415.03 2995.21 34004.5 -2291.36 -15414.8 -24512.3 -13435.9 11306.6 6661.82 28196.2 -3925.89
internal_weight=0 3193 3171 61 41 3110 2211 2163 2142 899 851 44 2121 69 49 2052 48 807 495 312 460 67 393 171 144 120 199 179 59 120
internal_count=4073804 3193 3171 61 41 3110 2211 2163 2142 899 851 44 2121 69 49 2052 48 807 495 312 460 67 393 171 144 120 199 179 59 120
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=31
num_cat=0
split_feature=1 3 6 4 6 6 3 6 5 6 3 3 0 4 5 7 6 4 6 6 6 6 3 0 3 3 3 4 3 6
split_gain=4.03684e+11 3.37857e+12 1.75953e+13 1.03503e+13 8.58683e+12 4.96731e+12 4.72357e+12 6.97119e+12 4.55756e+12 8.31754e+12 1.13221e+13 3.57754e+12 3.26502e+12 3.24632e+12 1.19481e+13 1.51571e+13 1.1277e+13 5.01477e+12 1.54268e+13 9.84063e+12 2.16345e+13 2.38218e+13 2.09357e+13 1.79562e+13 1.79369e+13 2.16975e+13 1.61666e+13 1.12729e+13 1.2061e+13 1.32071e+13
threshold=30.226173900000003 23.500000000000004 93.050000000000011 25.500000000000004 62.995000000000012 38.995000000000012 22.500000000000004 39.995000000000012 1.5000000000000002 36.905000000000008 24.500000000000004 24.500000000000004 60.034792100000011 25.500000000000004 1.5000000000000002 6.0000000000000009 57.005000000000003 23.500000000000004 125.02000000000002 84.810000000000016 82.00500000000001 82.905000000000015 2.5000000000000004 59.825842200000004 4.5000000000000009 6.5000000000000009 11.500000000000002 24.500000000000004 13.500000000000002 59.815000000000005
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 6 3 4 8 -5 13 -8 9 11 -11 12 -3 17 -15 16 -16 -1 19 20 23 -22 -21 -19 -24 -26 -23 -25 -29 -30
right_child=-2 2 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 22 21 26 24 27 25 -27 -28 28 29 -31
leaf_value=-56.646034957878079 5.0473172104000943 -23945.219230769231 -96341.974032315353 -6020.4734497070312 55067.5068359375 -57100.411968085114 -6848.4843833705354 26312.06958068848 -23470.905904664858 8062.5944692758412 95061.483575148814 -30865.152949015304 20389.466173785666 -4734.9658890262726 22483.980311802457 -9329.1459156957171 91819.645529513888 83355.170027669286 84597.882656250003 -101116.57612609863 121817.18981681037 75597.278462146569 57833.076608455885 -9190.9212822472891 -76806.462152777778 -8742.3374031736894 -38802.16705729167 5471.533334870589 -2569.8737174768244 -29592.252091245304
leaf_weight=95217 3971697 26 22 32 30 47 105 160 69 52 21 48 46 248 49 58 45 24 20 28 29 21 34 2022 54 353 30 1889 1112 216
leaf_count=95217 3971697 26 22 32 30 47 105 160 69 52 21 48 46 248 49 58 45 24 20 28 29 21 34 2022 54 353 30 1889 1112 216
internal_value=0 -196.328 -9450.4 -4297.8 4390.04 -36409.8 -160.572 13173 -1412.73 6473.36 33089.7 -9718.23 4379.72 -195.401 8795.59 30871.8 55676.6 -230.992 -3077.47 -3379.18 -2160.07 49452.2 -17267.7 -2944.6 -11943.9 -17773 8303.49 -3339.94 337.613 -6965.08
internal_weight=0 102107 393 371 292 79 101714 265 262 193 73 120 72 101449 400 152 94 101049 5832 5812 5343 80 469 5263 441 407 51 5239 3217 1328
internal_count=4073804 102107 393 371 292 79 101714 265 262 193 73 120 72 101449 400 152 94 101049 5832 5812 5343 80 469 5263 441 407 51 5239 3217 1328
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=31
num_cat=0
split_feature=0 7 1 4 1 6 1 0 0 4 0 0 4 0 6 4 4 4 6 1 0 6 0 6 6 0 6 2 0 0
split_gain=4.38784e+11 7.53513e+12 1.91572e+13 2.46566e+13 4.62321e+13 5.15111e+13 3.53797e+13 5.15737e+13 7.86179e+13 3.24446e+13 3.89372e+13 2.78105e+13 2.54159e+13 4.37162e+13 2.11417e+13 2.07293e+13 3.19501e+13 2.73565e+13 5.12038e+13 1.7944e+13 6.98047e+13 3.01494e+13 2.60048e+13 5.42067e+13 2.0217e+13 1.93999e+13 2.03922e+13 2.03445e+13 2.15378e+13 8.6894e+13
threshold=59.825842200000004 6.0000000000000009 30.452677500000004 23.500000000000004 30.509101000000005 106.49500000000002 30.472130500000002 59.963561900000009 59.882709350000006 13.500000000000002 59.939085000000013 59.990753350000013 18.500000000000004 59.856552950000008 96.050000000000011 21.500000000000004 16.500000000000004 22.500000000000004 57.410000000000004 30.509101000000005 59.898927250000007 51.015000000000008 59.864072000000007 52.330000000000005 48.810000000000009 60.034792100000011 36.605000000000011 3338.0000000000005 59.963561900000009 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 -10 -9 13 -8 19 16 -4 -17 -19 20 21 24 -23 -24 -5 26 -22 28 29 -28
right_child=1 2 3 14 -6 -7 7 11 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 25 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-10.710042331195694 433.69313678614384 -27.89475160312265 -28813.352958638687 20510.114499737261 -2062.0116013727388 105089.3380078125 -84001.863932291672 109704.77086588542 14173.999728913004 -82073.677115239552 -77592.404365556315 -3260.5193153349155 -25407.144942134262 67894.217825520827 -82547.968593750003 -55267.76600154434 1487.987572287504 -24886.023432436345 93806.080761718753 -6992.8615191153604 13282.679882737724 80004.51352321358 186821.21250000002 15549.20403565458 -29740.969096838911 34266.088307336257 -12790.850664329226 4049.3578487217524 2029.0345950927735 -114515.10216362847
leaf_weight=3681717 248559 124735 452 617 8111 35 24 24 94 378 91 237 166 90 30 215 1512 270 42 1812 653 157 20 243 92 146 1254 1238 700 90
leaf_count=3681717 248559 124735 452 617 8111 35 24 24 94 378 91 237 166 90 30 215 1512 270 42 1812 653 157 20 243 92 146 1254 1238 700 90
internal_value=0 100.568 -476.332 -3452.75 -6259.94 -15639.9 -16815.3 -31716.8 -43743.2 -65279.6 -30965.2 7127.09 -439.826 35916.1 1220.99 -10211.1 -5485.64 -27821.5 -8908.24 1578.88 4560.07 26567 47799 28573.7 13989.5 -1528.11 -2856.18 -6067.23 -12194.6 -19602.7
internal_weight=0 392087 143528 18793 11741 3630 3595 1104 843 563 185 261 280 114 7052 2491 1964 527 312 7022 5210 1129 420 263 709 4081 3935 3282 2044 1344
internal_count=4073804 392087 143528 18793 11741 3630 3595 1104 843 563 185 261 280 114 7052 2491 1964 527 312 7022 5210 1129 420 263 709 4081 3935 3282 2044 1344
is_linear=0
shrinkage=0.1


Tree=3630
num_leaves=31
num_cat=0
split_feature=3 1 6 3 6 6 6 6 6 1 6 6 5 4 4 5 4 6 3 6 0 1 6 4 1 1 4 0 6 6
split_gain=4.19324e+11 4.55385e+12 9.93996e+12 1.34011e+13 7.80841e+12 5.09519e+12 8.98951e+12 7.72557e+12 7.65155e+12 4.24107e+12 1.05261e+13 3.19169e+13 1.46931e+13 1.8726e+13 3.51549e+13 1.29583e+13 3.10514e+13 2.01358e+13 7.50028e+13 3.28807e+13 2.06824e+13 3.78836e+13 1.93784e+13 1.9246e+13 2.95325e+13 1.93689e+13 1.81688e+13 1.46728e+13 1.38741e+13 1.33611e+13
threshold=14.500000000000002 30.157841000000001 61.805000000000007 15.500000000000002 69.605000000000004 69.605000000000004 75.010000000000005 84.810000000000016 96.050000000000011 30.260128500000004 95.045000000000016 103.03500000000001 3.5000000000000004 24.500000000000004 19.500000000000004 2.5000000000000004 18.500000000000004 92.02500000000002 18.500000000000004 81.02500000000002 60.01610465000001 30.205407000000005 60.005000000000003 16.500000000000004 30.242318500000007 30.226173900000003 18.500000000000004 59.982409200000006 52.990000000000002 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 -2 5 -5 -4 -7 -8 -9 10 15 -12 13 14 -13 22 23 19 -19 28 21 -21 29 24 -17 27 -24 -25 -18 -3
right_child=1 9 3 4 -6 6 7 8 -10 -11 11 12 -14 -15 -16 16 17 18 -20 20 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.2992022015597566 -325.76242749274388 -1215.4677613647243 12832.331232063138 25584.246224989631 -211.13514337289308 95299.348437500012 -4696.0193115234379 96665.771421875004 14786.482738095237 149.81465684855334 -52894.427018127441 76899.619921874997 -18272.814299958882 65435.782294766861 -44703.670719866073 33050.310753676473 -33481.226665900736 216233.44733664772 -32505.324884259258 -10601.665917508108 -31641.761305289954 112092.20179924244 10426.404358572554 -42770.124035904257 -94678.357319972827 9585.8515904017859 -19064.110396880271 -128292.72481305804 32461.692525903418 23665.039594330661
leaf_weight=3758080 1362 7774 49 163 419 33 32 25 21 302583 160 36 190 63 70 85 34 22 27 106 201 33 258 47 23 35 1098 35 518 222
leaf_count=3758080 1362 7774 49 163 419 33 32 25 21 302583 160 36 190 63 70 85 34 22 27 106 201 33 258 47 23 35 1098 35 518 222
internal_value=0 110.689 4747.45 14059.7 7013.34 39690.9 51547.4 33037 59286.1 79.582 -1845.87 -15748.3 807.1 22257.9 -3404.44 -1159.87 8780.7 16760.4 79173.3 13331.9 -11131.6 18527.1 -2399.25 -24592.3 5848.84 -52691.8 -13453.1 -79273.7 28400 -524.688
internal_weight=0 315724 2104 742 582 160 111 78 46 313620 11037 519 359 169 106 10518 1166 941 49 892 340 139 9352 225 108 117 1356 82 552 7996
internal_count=4073804 315724 2104 742 582 160 111 78 46 313620 11037 519 359 169 106 10518 1166 941 49 892 340 139 9352 225 108 117 1356 82 552 7996
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=31
num_cat=0
split_feature=6 4 4 6 4 3 0 0 4 5 6 5 5 4 5 0 0 3 0 0 1 4 1 0 0 3 3 5 1 4
split_gain=4.12703e+11 3.58222e+12 7.94353e+12 5.75371e+12 4.6686e+12 3.84737e+12 3.20416e+12 2.66875e+13 4.15406e+13 1.81732e+13 1.94447e+13 3.97766e+13 2.75264e+13 2.49045e+13 1.62652e+13 1.28176e+13 1.63699e+13 2.37659e+13 6.41298e+13 2.29153e+13 1.39084e+13 1.34377e+13 2.38683e+13 1.31703e+13 1.26053e+13 1.60562e+13 1.95171e+13 1.72415e+13 1.71609e+13 2.03083e+13
threshold=142.05000000000004 32.500000000000007 30.500000000000004 189.00000000000003 28.500000000000004 15.500000000000002 56.309668500000008 56.342669500000007 4.5000000000000009 2.5000000000000004 168.45000000000002 4.5000000000000009 3.5000000000000004 7.5000000000000009 3.5000000000000004 56.006509350000009 55.801384500000005 3.5000000000000004 55.840017500000009 55.866549750000011 49.030112300000006 6.5000000000000009 37.488790500000007 55.812023600000011 56.148747500000006 7.5000000000000009 4.5000000000000009 3.5000000000000004 92.865667950000017 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 5 6 -3 15 8 14 -10 12 -12 -11 -14 -8 16 -2 18 20 -20 -18 22 -21 -19 25 26 -17 -28 29 -29
right_child=1 3 -4 -5 -6 -7 7 -9 9 10 11 -13 13 -15 -16 24 17 23 19 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.2523770016164901 -1201.8663145177231 -69156.103050595251 58385.271059782608 17210.400846354165 -46457.522052556822 -19529.505327868854 -68224.957673611105 -182.60134797858964 -40340.842968750003 73981.23432552084 40075.394572368423 171138.27491987182 -108116.599765625 30386.777057874526 8014.6337996199327 -33133.188847179881 59210.881250000006 -60073.75 -67952.089748733109 124827.06478125 138177.41161385996 -31417.082862025669 10558.352741555607 5442.5305266286477 41.014676470732574 -56623.773463824735 -50500.961239919357 41385.009975382491 103167.1638888889 -70934.957102272732
leaf_weight=4053505 13173 21 23 33 22 61 45 5014 20 75 57 39 20 37 74 205 38 33 37 25 54 35 68 437 398 115 31 60 27 22
leaf_count=4053505 13173 21 23 33 22 61 45 5014 20 75 57 39 20 37 74 205 38 33 37 25 54 35 68 437 398 115 31 60 27 22
internal_value=0 -449.777 -349.504 -18049 -416.509 -32238.8 -366.214 1722.7 27753.1 51058.2 59075.7 93319.7 34171 -18210.9 -20815.5 -1127.86 -395.67 14212.3 38663.1 1362.54 105561 21398.8 41275.7 842.451 -12989.7 -24264.2 -13477.6 15303.7 34018.8 11250.4
internal_weight=0 20299 20184 115 20161 82 20139 5381 367 248 228 96 132 57 119 14758 13900 727 257 165 92 128 93 470 858 460 345 140 109 82
internal_count=4073804 20299 20184 115 20161 82 20139 5381 367 248 228 96 132 57 119 14758 13900 727 257 165 92 128 93 470 858 460 345 140 109 82
is_linear=0
shrinkage=0.1


Tree=3632
num_leaves=31
num_cat=0
split_feature=6 4 3 0 0 5 2 1 1 1 5 1 4 0 1 1 5 0 3 5 4 3 1 1 0 2 1 1 3 5
split_gain=4.10649e+11 1.08244e+12 8.99257e+12 8.55048e+12 1.59307e+13 4.8439e+12 6.50145e+12 1.22725e+13 5.20946e+12 3.96665e+12 2.7719e+12 3.93203e+12 8.37542e+12 4.79276e+12 3.28332e+12 2.92563e+12 7.32763e+12 2.55404e+12 1.1431e+13 1.809e+13 6.77721e+12 1.16492e+13 1.2923e+13 5.87953e+12 3.94793e+12 2.25324e+12 1.67889e+12 5.87121e+12 3.96422e+12 3.33293e+12
threshold=247.90000000000001 3.5000000000000004 2.5000000000000004 47.267650700000011 55.579943700000008 4.5000000000000009 5325.0000000000009 47.504912950000005 39.596303450000001 38.066230450000006 1.5000000000000002 72.839788400000018 1.5000000000000002 54.86311005000001 48.411058050000008 39.939672500000007 2.5000000000000004 43.472751400000007 3.5000000000000004 2.5000000000000004 10.500000000000002 6.5000000000000009 47.504912950000005 45.71452080000001 43.550475500000012 2882.5000000000005 92.865667950000017 83.00362155000002 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 5 -4 -5 9 7 8 -7 -2 25 12 -12 -13 15 -14 -17 18 19 -3 21 22 23 -20 -19 -11 27 -26 29 -29
right_child=1 17 3 4 -6 6 -8 -9 -10 10 11 13 14 -15 -16 16 -18 24 20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.88921130562609685 -30373.402539062503 509.62981487771742 90926.404836309535 -46127.230403645837 59652.94497767857 7121.8264880952383 -58696.6979296875 63003.121835937505 -59286.912615740745 14020.676432291666 47602.817838541669 14594.565648674245 -18223.516899956598 76632.723781738285 -23520.964234706335 -9950.6343345905188 67612.990001860118 36771.188457661294 -5200.079959753788 -95683.85739889706 -34532.070892518939 61038.734902343749 -58705.949597588908 58384.785817307689 271.97681730311854 -25321.876881862332 -11449.769917729216 24249.436907327588 39731.959705528847 -28061.150148809527
leaf_weight=4070611 28 46 21 24 35 21 30 20 27 24 39 33 27 20 56 29 21 31 33 34 33 40 29 26 2208 37 106 29 65 21
leaf_count=4070611 28 46 21 24 35 21 30 20 27 24 39 33 27 20 56 29 21 31 33 34 33 40 29 26 2208 37 106 29 65 21
internal_value=0 1133.62 5447.64 36128.2 16623.7 -509.745 -19918.6 -2810.67 -30233.1 5547.81 9064.57 14190.6 6852.36 38005.2 -5097.03 8302.2 22626.1 347.795 -9476.71 -40372.6 5875.28 16292.8 -4046.26 22820.4 1310.28 -9842.84 857.709 1419.31 23448.1 2278.99
internal_weight=0 3193 492 80 59 412 98 68 48 314 286 225 172 53 133 77 50 2701 241 80 161 128 88 59 2460 61 2429 2323 115 50
internal_count=4073804 3193 492 80 59 412 98 68 48 314 286 225 172 53 133 77 50 2701 241 80 161 128 88 59 2460 61 2429 2323 115 50
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=31
num_cat=0
split_feature=1 4 3 6 1 1 4 0 1 0 6 6 6 4 6 6 6 0 1 0 0 7 6 5 5 3 1 3 4 3
split_gain=4.07345e+11 3.84228e+12 8.58693e+12 4.44109e+12 4.43398e+12 3.74626e+12 3.19541e+13 3.66129e+13 2.3786e+13 3.75921e+13 2.41451e+13 2.60311e+13 2.68139e+13 1.88785e+13 1.86412e+13 2.2709e+13 3.28583e+13 1.7861e+13 3.2295e+13 4.79979e+13 2.3635e+13 1.75433e+13 1.69956e+13 2.09462e+13 1.67858e+13 1.89182e+13 1.56947e+13 1.55496e+13 2.19273e+13 1.59538e+13
threshold=82.860505900000007 27.500000000000004 18.500000000000004 68.515000000000015 82.93515810000001 82.901648750000021 16.500000000000004 55.050541250000002 82.895858600000011 55.055052800000006 47.005000000000003 59.505000000000003 58.995000000000012 22.500000000000004 81.02500000000002 83.820000000000007 91.02500000000002 55.012912000000007 82.895858600000011 55.043091000000011 55.007293000000011 6.0000000000000009 86.920000000000016 2.5000000000000004 2.5000000000000004 12.500000000000002 82.895858600000011 10.500000000000002 23.500000000000004 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 5 3 4 -3 6 -2 17 9 -9 -10 12 -12 -11 24 -16 -17 20 -19 -20 22 -22 23 -8 -13 -26 -23 28 -18 -29
right_child=1 2 -4 -5 -6 -7 7 8 10 13 11 14 -14 -15 15 16 27 18 19 -21 21 26 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-16.856498789501554 2626.3738226665937 -68785.273190510867 22991.215492021278 5351.8665670955888 -23704.885732421877 14.891798553695256 -1317.3502697599729 70038.316613051473 -6305.7472836884272 -19721.292796665453 -36465.066421169708 -17408.424963485799 -117731.09269140626 27845.521839832127 -73295.825503796732 26435.281397405663 -105465.75720552885 -243.03171145665507 33337.170830096984 -11574.83743412474 -66666.305816406253 60609.477704326928 -29901.062200339071 32513.806698911976 -22819.439716467699 35026.714406502018 -18801.524203103188 -9437.7087741268388 -15806.303523936171 -88535.093125000014
leaf_weight=3172333 32763 30 47 34 80 855001 4374 85 1803 247 216 571 50 126 107 106 65 3084 777 343 75 26 197 191 89 155 582 170 47 30
leaf_count=3172333 32763 30 47 34 80 855001 4374 85 1803 247 216 571 50 126 107 106 65 3084 777 343 75 26 197 191 89 155 582 170 47 30
internal_value=0 59.3191 -14122.5 -26236 -35999.5 62.3245 938.64 -3152.45 -11373.9 10023.2 -14248.6 -23165.7 -51740.6 -3653.15 -17493.4 -32188.9 -21666.3 142.422 5038.84 19582.9 -3638.03 -21034.6 -1142.89 98.1483 -8026.99 13927.1 -15405.7 -38008.4 -67840.8 -21302.3
internal_weight=0 901471 191 144 110 901280 46279 13516 3867 458 3409 1606 266 373 1340 525 418 9649 4204 1120 5445 683 4762 4565 815 244 608 312 112 200
internal_count=4073804 901471 191 144 110 901280 46279 13516 3867 458 3409 1606 266 373 1340 525 418 9649 4204 1120 5445 683 4762 4565 815 244 608 312 112 200
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=31
num_cat=0
split_feature=4 3 1 1 6 6 0 0 6 1 1 5 6 1 3 6 1 0 0 6 0 7 4 6 0 1 6 4 6 1
split_gain=4.44549e+11 8.52704e+12 1.5089e+13 4.70463e+13 4.00418e+13 2.72243e+13 2.32781e+13 2.81645e+13 2.3125e+13 2.23462e+13 3.19578e+13 3.05411e+13 4.5524e+13 3.68874e+13 2.23038e+13 5.43057e+13 1.8206e+13 2.44636e+13 4.41723e+13 3.35618e+13 2.66188e+13 3.94704e+13 1.7708e+13 1.76608e+13 1.74902e+13 1.6416e+13 1.94477e+13 2.07475e+13 2.12718e+13 2.18138e+13
threshold=17.500000000000004 15.500000000000002 37.631035900000008 37.649344350000007 54.710000000000008 49.895000000000003 59.882709350000006 59.856552950000008 40.905000000000008 30.389265100000003 30.438492500000006 1.5000000000000002 50.995000000000012 30.410676000000006 16.500000000000004 69.015000000000015 37.600779750000008 55.791814000000009 55.696737300000009 47.805000000000007 55.753967500000009 6.0000000000000009 16.500000000000004 75.605000000000004 55.579943700000008 30.205407000000005 54.710000000000008 16.500000000000004 85.020000000000024 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 16 -4 25 11 -11 -13 -14 -9 -16 24 18 23 -19 21 -20 -6 -18 -3 -8 -27 28 29 -28
right_child=-2 2 3 -5 22 -7 9 14 -10 10 -12 12 13 -15 15 -17 17 19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.2233838229404443 74.455417383595304 2438.4541285456376 5943.9372224506587 -715.37408362754877 144460.30312500001 -63020.985678710946 36091.690689388743 -16445.362307184394 113682.35010308161 11271.441338938914 1001.13127421875 174088.6826286765 -36019.319082031252 77936.169601004469 -34709.985763221157 -213500.02404891304 -1927.9097790488095 -61545.122600446433 -244107.67710937501 97528.901302083337 -47474.216627332906 -58759.808333333342 59671.453515625006 -63882.724725115746 -8112.4235970383088 5626.1149863795235 -43097.634506722388 -37922.484551688955 72565.11613175676 41623.886222092653
leaf_weight=3360895 670021 2284 76 32600 36 40 91 132 27 177 500 34 40 98 65 23 311 21 20 36 108 27 78 54 5034 494 86 312 37 47
leaf_count=3360895 670021 2284 76 32600 36 40 91 132 27 177 500 34 40 98 65 23 311 21 20 36 108 27 78 54 5034 494 86 312 37 47
internal_value=0 -14.6563 -1415.78 -379.399 42238.4 6995.27 -4810.51 -7151.26 34186 5103.48 17210.4 40432.8 70441.8 44905.6 -42442.9 -81439.2 -6167.83 -23269.6 -30086.8 38922.7 -74812.2 -137631 86446.9 -11093.8 -4819.42 -4529.84 -8317.29 -22607.8 5499.03 -13158.5
internal_weight=0 3.40378e+06 42888 32857 257 143 10031 8115 103 1916 849 349 172 138 220 88 7895 577 520 57 155 47 114 365 7318 1067 976 482 170 133
internal_count=4073804 3403783 42888 32857 257 143 10031 8115 103 1916 849 349 172 138 220 88 7895 577 520 57 155 47 114 365 7318 1067 976 482 170 133
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=31
num_cat=0
split_feature=3 4 7 0 1 4 4 2 4 6 6 0 0 6 3 6 0 1 1 1 3 6 6 6 1 6 1 2 1 0
split_gain=4.7425e+11 4.33249e+12 1.01228e+13 1.29198e+13 2.95024e+13 1.45658e+13 1.49893e+13 2.11679e+13 4.43736e+13 2.67434e+13 4.93943e+13 2.14445e+13 1.34746e+13 2.70541e+13 3.69666e+13 2.95752e+13 2.31935e+13 1.46056e+13 1.3456e+13 2.12956e+13 2.70264e+13 2.49898e+13 2.04302e+13 1.73428e+13 1.52667e+13 1.30376e+13 1.30602e+13 1.28341e+13 5.06638e+13 5.34465e+13
threshold=14.500000000000002 24.500000000000004 6.0000000000000009 55.649510000000014 39.178027400000005 25.500000000000004 27.500000000000004 75.000000000000014 26.500000000000004 42.205000000000005 58.605000000000011 55.753967500000009 55.768246800000007 56.205000000000005 23.500000000000004 67.91500000000002 55.759969450000007 37.729575300000008 37.873748150000004 37.343102500000008 24.500000000000004 79.015000000000015 74.615000000000009 45.305000000000007 37.401708450000008 46.010000000000012 37.517483500000004 75.000000000000014 37.442254400000003 55.858844800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 7 8 9 -7 -11 -10 13 16 15 -15 25 -16 19 -9 21 24 -22 -20 -21 -8 -27 28 29 -5
right_child=1 2 -4 5 -6 6 12 18 11 10 -12 -13 -14 14 17 -17 -18 -19 23 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.8895019259421204 378.85856512598542 -8455.0106115042854 -1079.4634507551598 69167.165784838682 2225.2408087935478 94770.004832175924 -2139.7877592198988 -2290.3020175333772 -9294.6513671875 -112555.65568426724 91722.750546875002 -120376.0130983383 7447.1893909415467 -31494.481587611604 34798.863179687498 -159726.15576435812 -68513.159642857136 -41635.571678741457 5460.7896337630909 77538.927117047991 30407.276596467389 135907.39681514617 -107787.44359375001 -20241.082765790568 -3179.3262382075472 90653.92395833334 18442.31180454799 3157.5942501588884 816.8535197195215 -8087.3858000578712
leaf_weight=3758080 210909 4130 71440 266 6920 27 136 2136 24 29 20 63 2158 35 50 37 35 50 376 42 23 31 20 870 53 39 70 14643 957 135
leaf_count=3758080 210909 4130 71440 266 6920 27 136 2136 24 29 20 63 2158 35 50 37 35 50 376 42 23 31 20 870 53 39 70 14643 957 135
internal_value=0 117.715 -407.758 1030.04 -1766.56 2414.26 -1648.77 -5730.03 -40967.1 14857 -29176.7 -89732.9 4158.82 -11541 -42755.9 -97391.3 7633.9 -3418.35 -4112.56 413.359 34585.1 57946.5 -33869.3 -12485.1 32506.6 18512.1 44279.5 4020.06 13319.9 43158.8
internal_weight=0 315724 104815 33375 11050 22325 6324 3714 163 76 49 87 2610 452 172 72 280 100 3551 2305 169 126 43 1246 95 245 109 16001 1358 401
internal_count=4073804 315724 104815 33375 11050 22325 6324 3714 163 76 49 87 2610 452 172 72 280 100 3551 2305 169 126 43 1246 95 245 109 16001 1358 401
is_linear=0
shrinkage=0.1


Tree=3636
num_leaves=31
num_cat=0
split_feature=3 6 0 4 1 5 6 1 3 0 0 1 6 6 1 0 1 6 0 3 6 0 0 6 7 6 6 6 7 0
split_gain=4.15035e+11 2.39233e+12 2.2961e+12 9.32534e+12 7.58154e+12 1.29514e+13 9.64731e+12 7.59625e+12 1.2897e+13 1.97906e+13 8.08814e+12 5.64177e+12 5.57095e+12 5.05363e+12 1.01543e+13 1.00515e+13 4.99963e+12 4.81859e+12 5.51429e+12 4.58666e+12 4.39257e+12 4.34242e+12 5.82693e+12 1.7337e+13 4.93439e+12 4.22947e+12 4.062e+12 3.63091e+12 3.52405e+12 2.89655e+12
threshold=22.500000000000004 19.050000000000004 45.047736150000013 25.500000000000004 38.977585500000011 4.5000000000000009 118.04500000000002 38.989878900000008 24.500000000000004 45.040161900000008 45.029425500000009 38.958307950000012 130.05000000000004 43.905000000000008 39.069277450000008 45.015054600000006 39.044653900000007 36.905000000000008 45.001720900000002 23.500000000000004 71.715000000000018 45.053967500000006 45.059854000000009 75.605000000000004 6.0000000000000009 52.330000000000005 56.505000000000003 89.00500000000001 6.0000000000000009 45.07004340000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -10 -3 -8 17 15 -15 -14 -9 -19 -11 25 24 23 28 27 -17 -16 -4 -23 -24
right_child=1 2 21 -5 5 -7 12 8 10 19 -12 -13 16 14 26 20 -18 18 -20 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.2322189136495059 -31927.092336107336 -1189.7551116513534 -15855.405676269533 -51653.839397321426 53598.39951290968 82621.257161458343 -68838.329985119053 2451.9264948918271 14220.97047478171 112711.04464285714 -46646.004200819676 -48931.674054276315 -48633.071809895831 56613.837064034597 -27458.442578125003 -6710.1753417968757 11622.11052734375 66262.711328125006 18787.892691282243 48717.020670572922 -37793.514285714286 15785.691068412163 -11473.9172842306 86413.763961693563 20050.452445652176 46830.824812500003 415.78483383528146 -60671.457489224144 -31235.950069754468 273.50101520159564
leaf_weight=4032453 23 71 48 28 41 24 21 65 34 21 61 38 21 56 87 36 40 40 63 24 21 37 211 31 23 25 131 29 28 39973
leaf_count=4032453 23 71 48 28 41 24 21 65 34 21 61 38 21 56 87 36 40 40 63 24 21 37 211 31 23 25 131 29 28 39973
internal_value=0 315.198 333.142 5197.8 6928.07 10256.1 8049.28 11825.2 9245.88 14940.5 -24862 -17833.7 -24414.8 9475.23 2728.93 23955.9 -9121.48 23771 37224.7 78580.9 1652.93 218.935 270.605 24878 -20593.7 15232.9 -10708.3 -32734.2 -4469.79 211.817
internal_weight=0 41351 41328 948 920 811 787 705 664 569 95 109 82 524 356 138 61 168 103 45 82 40380 40280 96 100 61 218 77 65 40184
internal_count=4073804 41351 41328 948 920 811 787 705 664 569 95 109 82 524 356 138 61 168 103 45 82 40380 40280 96 100 61 218 77 65 40184
is_linear=0
shrinkage=0.1


Tree=3637
num_leaves=31
num_cat=0
split_feature=6 2 1 1 7 1 1 0 6 4 1 6 5 4 4 4 6 5 1 0 0 1 1 4 1 4 6 1 5 3
split_gain=4.04994e+11 2.48268e+12 3.96879e+12 1.26469e+13 6.98709e+12 5.85832e+12 4.43302e+12 7.68958e+12 1.23126e+13 1.44958e+13 4.3386e+12 1.6226e+13 4.26959e+12 4.23936e+12 3.99639e+12 3.97967e+12 4.40059e+12 7.74528e+12 3.88519e+12 5.54064e+12 8.03016e+12 1.2214e+13 4.97539e+12 5.88945e+12 4.57646e+12 3.98524e+12 3.4939e+12 3.36101e+12 1.04243e+13 3.85775e+12
threshold=28.005000000000006 5611.5000000000009 82.825258850000026 82.860505900000007 6.0000000000000009 61.335446300000008 82.918694400000007 55.055052800000006 19.050000000000004 5.5000000000000009 82.911604200000014 21.020000000000003 1.5000000000000002 16.500000000000004 22.500000000000004 5.5000000000000009 19.050000000000004 1.5000000000000002 82.965501500000016 55.034466500000008 55.039488700000007 82.963919600000011 83.011163250000024 1.5000000000000002 82.93515810000001 5.5000000000000009 19.050000000000004 92.90968070000001 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 27 5 4 -4 -3 7 10 9 -9 12 26 14 -10 -5 16 17 -7 19 25 21 -21 23 -20 -22 -8 -12 -1 -29 -30
right_child=-2 2 3 6 -6 15 18 8 13 -11 11 -13 -14 -15 -16 -17 -18 -19 22 20 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.6704052905454487 -5.0111866961959457 1446.7582175851983 1588.0407811301095 3811.297727872925 -19117.566198146091 32894.786766036188 -4672.5064691755506 1200.9981671368635 -8243.0835783854563 -65363.997590361447 -11223.468410528274 8878.2740166242729 -26452.288595525566 23191.518411254885 -6775.7667386642706 1238.1870023814251 7912.6989616331521 -6869.1766261245275 39550.424899291997 -15423.087818342579 -7722.9585622450895 36949.526593750001 2383.2692121798295 -3633.819069229563 10723.355867876326 13254.581178234141 -57970.026539179104 -7980.7565073628393 -7976.4091366722469 41717.049196337088
leaf_weight=75239 3973435 8132 238 1827 517 190 144 54 404 83 21 129 55 48 443 637 976 66 32 407 170 50 5320 2411 644 893 67 1090 21 61
leaf_count=75239 3973435 8132 238 1827 517 190 144 54 404 83 21 129 55 48 443 637 976 66 32 407 170 50 5320 2411 644 893 67 1090 21 61
internal_value=0 198.384 1086.59 -2.91608 -12590.5 2607.06 716.947 -2569.49 -12864.8 -39126.7 -183.984 -13706.9 1078.15 -4904.9 1745.19 7655.52 10973.6 22643.1 1738.67 5340.87 915.199 -9693.04 667.715 -3068.16 6870.93 10765.2 -46814.6 -80.1046 -5394.02 28990.7
internal_weight=0 100369 23958 13957 755 10001 13202 3131 589 137 2542 217 2325 452 2270 1869 1232 256 10071 2308 1271 457 7763 2443 814 1037 88 76411 1172 82
internal_count=4073804 100369 23958 13957 755 10001 13202 3131 589 137 2542 217 2325 452 2270 1869 1232 256 10071 2308 1271 457 7763 2443 814 1037 88 76411 1172 82
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=31
num_cat=0
split_feature=4 3 1 3 3 3 2 6 1 1 6 5 6 4 2 5 4 6 6 6 4 6 1 6 6 0 7 3 3 6
split_gain=4.13111e+11 3.77555e+12 5.61573e+12 5.24528e+12 4.25894e+12 5.5473e+12 3.97049e+12 3.76453e+12 7.91672e+12 3.56007e+12 8.33006e+12 7.94734e+12 1.30118e+13 5.69476e+12 4.75287e+12 8.26074e+12 2.00187e+13 1.29771e+13 5.56011e+12 4.34026e+12 8.25196e+12 8.84379e+12 6.93552e+12 1.57358e+13 8.16328e+12 7.36999e+12 6.60129e+12 6.17901e+12 1.19028e+13 1.61136e+13
threshold=9.5000000000000018 15.500000000000002 38.166910000000009 16.500000000000004 14.500000000000002 12.500000000000002 2632.5000000000005 58.995000000000012 53.187400150000009 107.59716050000002 142.05000000000004 2.5000000000000004 67.00500000000001 13.500000000000002 7912.5000000000009 3.5000000000000004 21.500000000000004 85.020000000000024 70.50500000000001 58.305000000000007 10.500000000000002 84.810000000000016 118.02765200000002 60.605000000000011 67.00500000000001 61.78914120000001 6.0000000000000009 9.5000000000000018 8.5000000000000018 71.030000000000015
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 -4 5 -1 -6 -7 -9 -2 11 19 13 -13 15 16 17 18 -14 26 21 22 23 -21 -25 -24 -11 28 -22 -30
right_child=9 2 3 -5 6 7 -8 8 -10 10 -12 12 14 -15 -16 -17 -18 -19 -20 20 27 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-35.759297140769029 36.364086499375766 64870.897991071433 28704.988792067306 -19128.528639481709 -55168.245486111118 52631.001250000001 -2714.8857862903228 32301.756409801135 -35566.424656250005 188.65793053324722 47698.103160511368 -31128.665206688038 54828.584713832315 24131.734921875002 -6342.6432806734319 -32838.508721923827 -35654.448571134875 119949.72775297619 -6221.4304387019238 -41033.102783203125 -892.47746139075684 80448.240625000006 -10530.338113288881 55521.162898445131 15082.655230712891 40736.288246783093 -11266.152291961487 8301.8709347693275 10542.56690167683 -70004.566245039678
leaf_weight=1892210 2175324 21 52 41 27 30 31 55 25 2038 33 276 35 20 1355 32 38 21 26 32 474 20 160 96 104 34 668 422 41 63
leaf_count=1892210 2175324 21 52 41 27 30 31 55 25 2038 33 276 35 20 1355 32 38 21 26 32 474 20 160 96 104 34 668 422 41 63
internal_value=0 -34.1881 18163.8 7617.09 -35.2844 -34.4539 -27132.8 22421.5 11092.9 29.6614 -2405.3 -2682.95 -8226.66 -27394.9 -4461.71 12305.8 24344.3 52148.6 28807.3 -275.597 4147.32 15459 12407.9 24075.7 34493.1 -1545.47 -2639.06 -897.687 -7614.32 -38250.4
internal_weight=0 1.89249e+06 114 93 1.89238e+06 1.89232e+06 58 110 80 2.18131e+06 5988 5955 1803 296 1507 152 120 82 61 4152 1446 446 426 232 200 194 2706 1000 578 104
internal_count=4073804 1892492 114 93 1892378 1892320 58 110 80 2181312 5988 5955 1803 296 1507 152 120 82 61 4152 1446 446 426 232 200 194 2706 1000 578 104
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=31
num_cat=0
split_feature=0 6 6 1 4 7 1 0 3 1 1 1 6 5 7 3 6 3 3 0 1 6 1 1 6 4 6 6 4 6
split_gain=4.035e+11 2.51204e+12 2.51818e+13 1.72767e+13 1.76499e+13 1.62199e+13 1.72358e+13 1.57552e+13 2.22817e+13 3.21172e+13 1.82936e+13 2.50992e+13 1.81237e+13 1.42992e+13 1.39533e+13 1.9701e+13 1.88819e+13 2.27501e+13 3.98705e+13 5.5759e+13 5.18335e+13 4.46976e+13 7.35505e+13 1.41333e+14 6.80097e+13 4.90013e+13 4.25991e+13 3.0957e+13 4.94832e+13 2.81225e+13
threshold=54.94110555000001 63.855000000000011 62.010000000000012 39.023883200000007 21.500000000000004 6.0000000000000009 20.507515800000004 43.6005307 5.5000000000000009 39.723160900000003 39.735861600000007 39.908802000000009 63.415000000000006 1.5000000000000002 6.0000000000000009 8.5000000000000018 82.905000000000015 15.500000000000002 14.500000000000002 45.047736150000013 39.703507450000011 106.49500000000002 38.989878900000008 38.958307950000012 92.02500000000002 17.500000000000004 97.020000000000024 189.00000000000003 16.500000000000004 118.04500000000002
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 5 -4 -7 8 10 -10 -5 -12 -11 -6 15 -3 -17 18 -18 21 26 22 23 24 -20 -25 -21 28 -28 -30
right_child=-2 14 3 7 13 6 -8 -9 9 12 11 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=43.519090657361446 -21.559451017239017 -35.596551549267261 2584.3335503101271 53089.42648189485 -101050.64505208335 15097.16456228403 -12931.240640986434 5717.7640683571926 -151518.7575892857 -32349.234985934992 -53572.040588662785 4747.6728894277721 56302.237890625001 -19448.291162109377 1087.9318761045174 -3436.8895396615517 321.65389243210302 -5793.8801359481558 -51114.060265864158 8425.8619268120656 32574.730718642983 4288.959094295059 17448.808079663213 286554.39475446427 100370.22033829754 115769.6013950893 -105637.61083528037 63232.674562500004 -38023.866663078246 69626.216770833344
leaf_weight=946384 2772653 198891 6085 63 24 260 1405 16456 21 204 86 520 26 204 67616 38684 17483 5123 49 360 365 215 193 42 75 28 107 25 127 30
leaf_count=946384 2772653 198891 6085 63 24 260 1405 16456 21 204 86 520 26 204 67616 38684 17483 5123 49 360 365 215 193 42 75 28 107 25 127 30
internal_value=0 45.9415 126.841 3236.98 -615.458 191.295 -8554.43 5005.78 -7729.4 -33136.6 1803.03 -3528.72 -22327.8 -28038 -192.704 -523.462 -2065.96 123.508 1710.75 16739 2426.46 40846.8 61156.7 104639 40509.5 218240 -14529 -43123.4 -53195 -17453.8
internal_weight=0 1.30115e+06 971738 25354 7978 7750 1665 17376 920 251 669 606 230 228 329413 261797 62906 24222 19099 1616 1014 602 387 194 124 70 649 289 264 157
internal_count=4073804 1301151 971738 25354 7978 7750 1665 17376 920 251 669 606 230 228 329413 261797 62906 24222 19099 1616 1014 602 387 194 124 70 649 289 264 157
is_linear=0
shrinkage=0.1


Tree=3640
num_leaves=31
num_cat=0
split_feature=3 2 4 6 6 0 6 0 0 6 5 6 6 0 1 7 1 2 0 0 0 1 1 3 0 4 6 0 0 1
split_gain=4.82725e+11 4.75976e+12 1.58291e+13 1.55838e+13 2.40845e+13 4.92019e+13 3.1715e+13 3.15218e+13 3.0152e+13 2.73208e+13 2.39164e+13 3.4295e+13 5.127e+13 3.11353e+13 2.64662e+13 2.37025e+13 4.13414e+13 2.34952e+13 5.95045e+13 3.03339e+13 7.11935e+13 2.28908e+14 3.10809e+13 2.64436e+13 2.06735e+13 1.91928e+13 1.89279e+13 3.85441e+13 7.26969e+13 1.00192e+14
threshold=7.5000000000000009 2865.5000000000005 11.500000000000002 64.015000000000015 73.995000000000019 59.825842200000004 65.00500000000001 43.6005307 45.029425500000009 67.91500000000002 2.5000000000000004 67.00500000000001 71.715000000000018 44.249882500000005 38.893394150000006 6.0000000000000009 36.049731800000011 75.000000000000014 55.858844800000007 55.783232450000007 55.743464250000009 37.649344350000007 37.563506350000004 9.5000000000000018 45.047736150000013 6.5000000000000009 62.625000000000007 59.939085000000013 60.002985000000002 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 7 -7 9 10 -5 11 -9 14 -12 -13 17 -17 18 19 20 23 -22 -21 -10 -19 -2 -27 -28 29 -29
right_child=1 -3 -4 4 -6 6 -8 8 15 -11 13 12 -14 -15 -16 16 -18 24 -20 22 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-22.966441841624771 -81940.877835648149 -148.07768157829307 52.59469624306513 7518.5840073529416 2223.1883555336794 -57772.987764585909 -15354.242963084405 -3207.5671448133007 -16996.709065190069 -108207.49287683825 -89192.913125000006 53069.643103345792 -13078.436333133013 8017.2171724692789 129425.61952343752 99801.457174744908 5902.6511316860424 -24799.885493566784 -151738.56952039929 138594.03546195652 -368574.9169270834 18568.594047619048 -6644.2070383955797 86291.248660714293 -2055.9917547035843 2001.3200775895923 7667.7766891904948 299988.60475260415 -6354.469608614043 46983.637847222228
leaf_weight=2818986 27 611787 561567 34 11520 203 1338 161 216 51 35 115 78 562 75 49 1088 438 36 23 24 42 41 28 4565 57915 2654 24 77 45
leaf_count=2818986 27 611787 561567 34 11520 203 1338 161 216 51 35 115 78 562 75 49 1088 438 36 23 24 42 41 28 4565 57915 2654 24 77 45
internal_value=0 51.5948 241.565 1544.22 -823.781 -4638.29 -20942.2 -1358.78 -679.338 -61917.1 15260.5 33271.3 55185.9 2318.13 83210.2 -3176.18 9949.3 -5933.19 -28947.3 -17127.8 -30067.9 -122211 45550.8 -5143.99 -4047.16 2352.06 2389.55 10419.6 60443.1 134985
internal_weight=0 1.25482e+06 643031 81464 20722 9202 1541 7661 7576 85 1026 429 268 597 190 6550 1137 5413 410 374 310 66 64 244 5003 60742 60715 2800 146 69
internal_count=4073804 1254818 643031 81464 20722 9202 1541 7661 7576 85 1026 429 268 597 190 6550 1137 5413 410 374 310 66 64 244 5003 60742 60715 2800 146 69
is_linear=0
shrinkage=0.1


Tree=3641
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 6 1 0 0 3 6 5 3 6 3 6 5 1 1 1 0 0 0 0 6 3 3 6 1 3
split_gain=4.34505e+11 1.0152e+13 2.63838e+13 2.31938e+13 4.4978e+13 3.14388e+13 3.11079e+13 7.95641e+13 6.58425e+13 2.77516e+13 4.51759e+13 2.53936e+13 4.26429e+13 3.20181e+13 3.02851e+13 2.76093e+13 2.51171e+13 2.50175e+13 2.34047e+13 2.30158e+13 2.47656e+13 5.76598e+13 3.73832e+13 3.74964e+13 2.36549e+13 2.30048e+13 2.26444e+13 2.16896e+13 2.1564e+13 2.13509e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 59.91832440000001 59.848366150000011 120.05000000000001 30.410676000000006 59.764576050000009 59.825842200000004 4.5000000000000009 78.605000000000004 2.5000000000000004 3.5000000000000004 91.02500000000002 2.5000000000000004 81.705000000000013 2.5000000000000004 30.472130500000002 40.377616600000003 30.242318500000007 59.950512650000007 59.933037250000005 59.864072000000007 59.856552950000008 70.50500000000001 11.500000000000002 9.5000000000000018 101.02000000000002 30.303340300000002 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 19 4 6 9 16 26 -9 10 28 14 15 -14 -12 -13 -4 -6 27 20 21 22 23 -3 -22 -18 -8 -11 -5 -29
right_child=-2 2 3 5 17 -7 7 8 -10 18 11 12 13 -15 -16 -17 25 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=15.970396672733063 50.118352498702009 -1506.9638178269979 -15014.073294927672 -78596.230789262831 17310.990466586216 51618.71404640282 -2343.4955330072089 213726.76240931923 39648.993856465451 -14775.86441142414 4318.2496536254885 148392.2568359375 -105833.58774305557 35313.005375000001 89878.328784388359 22311.805146188446 -45610.84067250845 -6986.0841678790202 478.61247033444909 21937.123795673564 -3574.8962723816981 54275.145468441217 -81659.37005974265 45156.469380075243 -49234.515414891102 -160113.50176630437 901.9279715667243 -104853.14126160821 -3472.5016574790848 -1409.36259765625
leaf_weight=2752001 1214233 1135 337 39 2024 91 60616 28 97 3446 64 20 45 25 117 132 74 536 1139 849 808 253 51 203 132 23 33315 53 1886 32
leaf_count=2752001 1214233 1135 337 39 2024 91 60616 28 97 3446 64 20 45 25 117 132 74 536 1139 849 808 253 51 203 132 23 33315 53 1886 32
internal_value=0 -21.2813 -974.304 -1258.57 -855.229 -6780.43 -1209.58 -1086.32 78642.4 -7539.83 1379.32 31824.9 9159.09 -55424.1 59625 38901.3 -27920.6 12223.8 -11986 7653.89 2957.35 10367.4 2369.86 5572.76 -9986.67 -72761 -1192.42 -16006.8 -4994.49 -65909.6
internal_weight=0 2.85957e+06 107570 104139 97050 7089 94490 94056 125 6998 2328 403 222 70 181 152 434 2560 4670 3431 2582 1642 1389 1338 940 97 93931 3531 1925 85
internal_count=4073804 2859571 107570 104139 97050 7089 94490 94056 125 6998 2328 403 222 70 181 152 434 2560 4670 3431 2582 1642 1389 1338 940 97 93931 3531 1925 85
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 4 7 4 0 4 3 6 6 0 0 6 6 6 7 6 6 0 6 3 6 5 6 6 4 6
split_gain=4.73674e+11 3.6505e+12 1.62494e+13 7.16209e+13 1.18087e+14 2.50759e+14 1.22887e+14 4.8372e+13 7.41952e+13 5.84751e+13 5.15892e+13 9.43776e+13 4.40709e+13 5.0583e+13 4.78993e+13 4.13214e+13 4.05243e+13 3.73467e+13 3.64909e+13 3.53224e+13 7.56588e+13 3.13811e+13 3.0335e+13 2.79203e+13 2.7837e+13 4.29114e+13 3.6758e+13 9.02369e+13 3.65707e+13 2.7675e+13
threshold=9.5000000000000018 30.277905650000005 30.260128500000004 60.002985000000002 59.963561900000009 18.500000000000004 6.0000000000000009 10.500000000000002 59.933037250000005 16.500000000000004 7.5000000000000009 94.02500000000002 81.705000000000013 59.939085000000013 59.950512650000007 116.05000000000001 104.01000000000001 91.02500000000002 6.0000000000000009 103.03500000000001 110.01500000000001 59.848366150000011 59.815000000000005 9.5000000000000018 104.01000000000001 2.5000000000000004 71.715000000000018 56.010000000000012 12.500000000000002 92.02500000000002
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 6 -6 7 8 16 21 19 22 13 -8 -14 -16 -4 -5 -19 29 -21 -9 -12 -15 25 26 27 -23 -29 -10
right_child=1 -3 3 17 5 -7 12 9 10 -11 11 -13 14 23 15 -17 -18 18 -20 20 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-36.608477302331771 -143.14709326814128 58.334246800320685 18814.403557508682 1457.6729359255291 -109299.03797801549 -11599.439641883004 -25569.273756566545 -30216.16683321221 -56922.508271312297 -40123.854630335372 3391.1255803571435 -151331.76875000002 -41922.648234953704 -78027.778001195358 73944.851233927402 -75286.942425271744 123845.92902221681 106660.52381009616 -28235.877438038791 166626.20056818181 -53976.686025943403 21567.261227139563 122909.80503472223 -199769.61562500001 6045.782824707032 126099.44629289217 -5775.8269566977906 110852.50288217906 269350.921875 -172038.92784476903
leaf_weight=1892492 79384 2093001 450 5327 371 900 290 43 227 82 35 23 135 183 96 23 40 65 29 22 53 110 54 21 80 102 82 37 24 23
leaf_count=1892492 79384 2093001 450 5327 371 900 290 43 227 82 35 23 135 183 96 23 40 65 29 22 53 110 54 21 80 102 82 37 24 23
internal_value=0 31.7613 -598.027 -4643.08 -15780.9 -40117.6 -1941.15 14689.5 671.213 37894.8 -29286.3 29242.8 -35002.4 -52407.6 -1151.38 45101.7 27388.4 2560.25 65043.5 -49456.3 10733.5 51278.8 75908.1 -90560 59334.6 71343.3 49267.8 75662.9 173213 -67513.2
internal_weight=0 2.18131e+06 88311 8927 3506 1271 2235 1487 927 560 437 112 748 494 254 119 490 5421 94 325 75 478 89 204 435 355 253 171 61 250
internal_count=4073804 2181312 88311 8927 3506 1271 2235 1487 927 560 437 112 748 494 254 119 490 5421 94 325 75 478 89 204 435 355 253 171 61 250
is_linear=0
shrinkage=0.1


Tree=3643
num_leaves=31
num_cat=0
split_feature=0 0 6 6 6 1 1 4 4 6 6 4 4 3 4 7 1 1 4 0 1 6 6 6 5 6 4 0 4 0
split_gain=4.26394e+11 7.01415e+12 2.75518e+13 2.91814e+13 2.72434e+13 2.63361e+13 5.53055e+13 4.46806e+13 2.87934e+13 8.10674e+13 7.99146e+13 3.73638e+13 3.7067e+13 2.62112e+13 2.48104e+13 5.73425e+13 7.5854e+13 3.33954e+13 3.36131e+13 7.0838e+13 5.54051e+13 4.34671e+13 3.29677e+13 4.4115e+13 2.3607e+13 8.57637e+13 8.1888e+13 2.36062e+13 2.35014e+13 4.68165e+13
threshold=59.825842200000004 59.848366150000011 70.00500000000001 71.715000000000018 60.605000000000011 30.362494150000003 30.370944000000005 13.500000000000002 21.500000000000004 50.995000000000012 37.005000000000003 23.500000000000004 22.500000000000004 9.5000000000000018 12.500000000000002 6.0000000000000009 30.362494150000003 30.345769800000003 16.500000000000004 59.838047850000002 30.303340300000002 65.410000000000011 65.00500000000001 67.91500000000002 1.5000000000000002 50.410000000000004 15.500000000000002 59.838047850000002 24.500000000000004 59.838047850000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 8 -2 -7 10 -10 -11 -12 -4 27 16 17 18 20 -20 -16 -21 -19 -24 25 -9 -27 -6 -26 -30
right_child=1 -3 3 -5 14 6 -8 24 9 11 12 -13 -14 -15 15 -17 -18 22 19 21 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=-10.557751924616072 2599.4470336433933 -21.931167838687365 -15114.689283237796 -3990.5783826159868 16316.612987394788 16637.555180060099 2912.8211893992902 -7399.9169061938928 89124.542983490566 238422.98300000001 -111625.22197001689 93936.797947668645 4628.7283951669369 -81215.86045446909 47874.068932088216 -6605.9380860460069 6769.4118538971325 158748.39829841384 -54411.154265202698 162777.7504557292 198076.60132575757 20919.861017071758 -10239.112500000001 151057.25583333333 -16243.177016314972 236412.57890625001 30569.8507776597 -6534.023338646738 31114.993014278927 -103890.61304175969
leaf_weight=3681717 12442 362394 169 3537 840 669 4921 3072 106 25 37 63 106 93 96 450 407 66 74 36 33 54 39 30 1133 27 68 979 37 84
leaf_count=3681717 12442 362394 169 3537 840 669 4921 3072 106 25 37 63 106 93 96 450 407 66 74 36 33 54 39 30 1133 27 68 979 37 84
internal_value=0 99.1378 1576.75 -6375.92 2743.51 1546.44 7280.38 -468.921 28645 52481.6 23324.2 134984 -25451 -38578.1 11532.6 22169.6 37677.4 67068.9 48108.1 18068.6 86298 77663 108221 59889.7 -9104.21 -4506.05 89072.5 4018.22 -20717 -62607.9
internal_weight=0 392087 29693 3799 25894 22790 5927 16863 1006 337 249 88 143 262 3104 1285 835 428 293 164 129 90 135 69 4421 3167 95 1819 1254 121
internal_count=4073804 392087 29693 3799 25894 22790 5927 16863 1006 337 249 88 143 262 3104 1285 835 428 293 164 129 90 135 69 4421 3167 95 1819 1254 121
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=31
num_cat=0
split_feature=1 3 6 6 3 0 0 4 0 4 1 6 6 4 0 6 0 4 3 3 3 4 6 5 0 6 0 4 6 7
split_gain=4.7187e+11 3.16279e+12 5.79999e+12 9.56105e+12 9.74987e+12 7.29634e+12 7.2343e+12 4.78427e+13 3.13823e+13 4.52462e+13 3.55213e+13 2.45598e+13 6.92686e+12 7.42399e+12 7.48721e+12 9.94079e+12 7.73981e+12 6.5601e+12 6.08574e+12 1.20627e+13 8.60458e+12 7.05938e+12 7.44793e+12 9.59164e+12 1.06811e+13 1.05704e+13 8.41451e+12 9.86663e+12 8.29169e+12 7.87559e+12
threshold=30.226173900000003 16.500000000000004 51.015000000000008 52.330000000000005 18.500000000000004 60.042359000000012 60.002985000000002 19.500000000000004 59.939085000000013 18.500000000000004 30.205407000000005 60.005000000000003 42.405000000000008 19.500000000000004 60.034792100000011 48.945000000000007 60.002985000000002 23.500000000000004 23.500000000000004 24.500000000000004 22.500000000000004 25.500000000000004 77.565000000000012 2.5000000000000004 60.028671700000011 53.995000000000012 60.034792100000011 23.500000000000004 82.905000000000015 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 8 -8 -5 -10 -11 -12 -3 -14 16 17 -15 -16 20 -20 21 22 23 25 -25 -6 -27 -28 29 -24
right_child=-2 2 3 4 5 -7 7 -9 9 10 11 -13 13 14 15 -17 -18 -19 19 -21 -22 -23 28 24 -26 26 27 -29 -30 -31
leaf_value=-338.13895724755031 5.4569624396291045 1879.8756710391981 34608.046039203262 7980.5934089137218 -35470.680819784633 -59344.875706845247 -62218.190382582718 30321.976474644951 203319.46703125001 110053.85609612717 55937.133471679692 -83093.246216724539 -32381.175301443054 -6259.2915771484377 63506.048531523207 -28582.232548253676 -49617.037911402927 7940.4726357393492 -50426.163687133791 17141.675052083334 29206.755034316589 55533.041952237225 -95013.042276278415 11141.775121228449 86349.787388392855 -1893.8399871617848 59355.832737926139 1601.2282440185547 -6645.0032160272667 -19459.407023331925
leaf_weight=97138 3971697 2090 111 481 74 21 85 163 20 38 24 27 121 332 42 34 47 43 64 45 107 22 22 58 28 412 55 64 302 37
leaf_count=97138 3971697 2090 111 481 74 21 85 163 20 38 24 27 121 332 42 34 47 43 64 45 107 22 22 58 28 412 55 64 302 37
internal_value=0 -212.262 2248.49 5988.99 4510.76 -874.442 12935.6 -1395.42 18959.4 67407.4 36865.4 -17667.2 -872.045 -10163.7 -4765.44 17116.8 -11636.1 35396.4 77.402 -22531.2 2164.05 -530.144 -1702.57 4379.12 35628.1 -62.8811 4871.54 28294.5 -13343.7 -47631.9
internal_weight=0 102107 4969 2260 2149 1311 838 248 590 109 89 51 2709 619 498 119 379 85 1290 109 1181 1074 1052 691 86 605 531 119 361 59
internal_count=4073804 102107 4969 2260 2149 1311 838 248 590 109 89 51 2709 619 498 119 379 85 1290 109 1181 1074 1052 691 86 605 531 119 361 59
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 6 4 4 0 6 3 6 6 7 6 6 4 3 6 1 6 4 6 1 6 3 6 3 6 6
split_gain=4.25679e+11 5.45041e+12 1.59693e+13 5.41215e+13 4.94757e+13 3.26479e+13 3.1693e+13 2.72436e+13 2.70212e+13 5.82806e+13 4.74189e+13 3.60996e+13 2.51202e+13 2.51043e+13 2.49025e+13 2.38598e+13 3.5905e+13 4.50178e+13 4.47926e+13 3.59732e+13 5.17996e+13 3.2746e+13 3.96497e+13 3.19344e+13 3.13205e+13 3.04127e+13 2.78284e+13 2.96376e+13 2.47906e+13 2.80633e+13
threshold=28.601854300000003 54.724612400000005 9.5000000000000018 54.73499850000001 8.5000000000000018 69.015000000000015 4.5000000000000009 2.5000000000000004 54.932051950000009 125.02000000000002 5.5000000000000009 105.00500000000001 125.02000000000002 6.0000000000000009 67.00500000000001 95.045000000000016 4.5000000000000009 2.5000000000000004 70.00500000000001 20.507515800000004 90.045000000000016 6.5000000000000009 116.05000000000001 20.507515800000004 79.710000000000022 2.5000000000000004 105.00500000000001 3.5000000000000004 104.01000000000001 102.04000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -3 9 11 -11 -8 15 -6 -5 16 24 18 23 20 -20 25 -23 -18 -9 28 -27 -28 29 -17
right_child=-2 2 -4 5 13 6 8 12 -10 10 -12 -13 -14 -15 -16 21 17 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-832.22657151252861 -3.0692666946225176 84116.520312500012 -3025.0028176363444 1603.1752798305854 10917.736353257125 12232.102654067994 -43801.352922018166 -1170.0875430045871 -8180.7095301125946 -13571.234937499999 123135.09301470588 -133374.59503676472 -36967.614015574269 37549.81491365721 40801.173914971412 34739.220358455881 -17996.699681592821 -5140.8555540349989 177827.39369419645 18091.2575703125 -3267.1182694868608 39600.578728693188 -108052.73526808218 62222.160742187501 -78869.100804924252 196346.01953125 147015.8760800962 10720.976081730769 90596.539493534481 -108282.95896739131
leaf_weight=18974 4037405 41 5199 6854 561 400 382 109 828 100 34 51 154 959 166 34 143 892 56 50 22 44 31 76 99 22 27 39 29 23
leaf_count=18974 4037405 41 5199 6854 561 400 382 109 828 100 34 51 154 959 166 34 143 892 56 50 22 44 31 76 99 22 27 39 29 23
internal_value=0 340.446 1617.36 3591.49 14287.3 -547.292 -12582.5 3489.58 -19697.8 -36516.3 21115.4 -54351.6 1702.71 27720.5 2530.08 5214.05 293.817 6747.97 37309.4 84304.8 126749 33806.7 -21429.5 9841.81 -38151.8 57615.4 98945 66478 15324.7 -22971.5
internal_weight=0 36399 17425 12226 3411 8815 1795 1891 1395 567 134 433 1850 1520 7020 1696 1447 1239 347 128 78 249 75 219 208 174 88 66 86 57
internal_count=4073804 36399 17425 12226 3411 8815 1795 1891 1395 567 134 433 1850 1520 7020 1696 1447 1239 347 128 78 249 75 219 208 174 88 66 86 57
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=31
num_cat=0
split_feature=1 1 6 4 6 4 1 3 6 4 0 4 4 5 4 6 6 0 6 3 3 4 3 4 3 6 4 6 4 0
split_gain=4.3148e+11 2.87282e+12 1.22743e+13 1.78807e+13 1.08548e+13 3.55869e+13 3.33073e+13 2.78042e+13 1.46837e+13 5.29075e+13 2.30652e+13 1.86372e+13 2.75437e+13 2.25666e+13 1.83696e+13 1.63445e+13 3.69281e+13 3.09149e+13 2.52081e+13 3.70952e+13 3.21358e+13 3.05382e+13 2.88571e+13 3.344e+13 2.39561e+13 4.10502e+13 2.18974e+13 2.00561e+13 2.80755e+13 2.76404e+13
threshold=30.226173900000003 30.260128500000004 138.05000000000004 12.500000000000002 114.05000000000001 13.500000000000002 30.242318500000007 15.500000000000002 104.01000000000001 6.5000000000000009 59.950512650000007 14.500000000000002 19.500000000000004 3.5000000000000004 9.5000000000000018 90.045000000000016 94.02500000000002 59.882709350000006 93.050000000000011 2.5000000000000004 4.5000000000000009 11.500000000000002 9.5000000000000018 13.500000000000002 6.5000000000000009 91.02500000000002 18.500000000000004 89.00500000000001 10.500000000000002 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -10 -11 13 -13 14 -12 27 18 -18 19 -17 -20 -22 24 -24 25 -21 -25 -2 -29 -30
right_child=1 -3 3 -5 5 7 -8 -9 9 10 11 12 -14 -15 -16 16 17 -19 20 22 21 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=-202.97416655837435 787.89858465751786 -2.4086381973740303 -573.65068540219909 -93149.453334673715 35277.318029578259 86814.66395695234 -36056.084421502972 -10286.13319091797 138417.39761904764 11501.506156850963 -7483.4693181818184 44009.778929725064 -42199.513972414003 7197.3657470703129 -110260.04655967621 111384.87015053353 65317.985592830883 -4774.9946946041155 -17449.698309795673 -108527.67921875001 210753.39488636365 71705.741976492747 162678.81441406251 -33941.230307503633 -63137.259621930811 55913.815987723217 56014.582020547939 -145200.125 43655.102648344502 -63257.135862116229
leaf_weight=102107 29257 3940012 54 34 118 99 147 42 21 130 22 52 129 32 83 41 68 843 26 20 22 56 20 43 70 63 73 21 42 57
leaf_count=102107 29257 3940012 54 34 118 99 147 42 21 130 22 52 129 32 83 41 68 843 26 20 22 56 20 43 70 63 73 21 42 57
internal_value=0 5.21819 953.611 -36341.6 1057.48 17303.2 -4292.53 57891 846.016 -16714.7 -23986.5 -38494.1 -17432.2 -66320.5 -88725.9 1114.1 11893.7 456.973 35900.4 22370.8 78830.8 110924 9742.48 43258.6 -20049.6 16289.4 22668.9 620.56 -40177.9 -17900.4
internal_weight=0 3.9717e+06 31685 88 31597 406 265 141 31191 469 448 318 181 137 105 30722 1345 911 434 330 104 78 289 136 153 83 116 29377 120 99
internal_count=4073804 3971697 31685 88 31597 406 265 141 31191 469 448 318 181 137 105 30722 1345 911 434 330 104 78 289 136 153 83 116 29377 120 99
is_linear=0
shrinkage=0.1


Tree=3647
num_leaves=31
num_cat=0
split_feature=1 6 6 4 6 4 3 3 4 6 6 5 3 6 3 3 5 6 6 6 0 4 4 4 3 3 4 4 4 7
split_gain=4.40541e+11 3.482e+12 9.83873e+12 2.53759e+13 3.8206e+13 1.32934e+13 2.45019e+13 1.96429e+13 4.03321e+13 1.87962e+13 1.19385e+13 2.59148e+13 4.96524e+13 2.90967e+13 1.04966e+13 9.88035e+12 2.01522e+13 1.8729e+13 9.24276e+12 1.47752e+13 1.29334e+13 4.5089e+13 3.3029e+13 2.93256e+13 1.27851e+13 1.69573e+13 1.08934e+13 9.33989e+12 2.151e+13 1.24894e+13
threshold=20.507515800000004 106.49500000000002 118.04500000000002 4.5000000000000009 116.05000000000001 9.5000000000000018 5.5000000000000009 5.5000000000000009 8.5000000000000018 114.05000000000001 125.02000000000002 3.5000000000000004 3.5000000000000004 120.05000000000001 8.5000000000000018 3.5000000000000004 3.5000000000000004 116.05000000000001 101.02000000000002 96.050000000000011 54.707511300000007 8.5000000000000018 6.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 12.500000000000002 4.5000000000000009 7.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 7 -7 9 -9 -5 11 12 -4 -13 -14 16 17 -3 19 -1 21 -20 23 24 -22 -26 -24 -21 -29 -30
right_child=-2 2 10 4 -6 6 -8 8 -10 -11 -12 13 14 -15 -16 -17 -18 -19 20 27 22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=855.12446600385124 -2.3246230746970298 -104174.53563565342 94393.900118885867 -38597.057374537813 -161459.10465029764 75700.697187500002 -36987.531330055412 70411.530952380956 -92093.587272135424 -133219.01450000002 -5434.2625655022221 171662.20935724431 -39651.504843026625 7098.0010344005777 32255.126124999999 71484.2021484375 64444.907954545459 26310.542329545453 -48294.348508522729 -66173.006411370996 59540.737022181915 137676.8916748047 -32109.513954494312 117363.76353849086 -84321.579829545459 36056.013843749999 30354.66767857143 38635.625336745688 -70598.90478515625 -14302.264289385574
leaf_weight=18345 4053548 22 46 131 21 35 43 42 24 25 621 22 108 21 25 32 33 22 22 41 35 32 138 41 22 25 35 58 56 133
leaf_count=18345 4053548 22 46 131 21 35 43 42 24 25 621 22 108 21 25 32 33 22 22 41 35 32 138 41 22 25 35 58 56 133
internal_value=0 465.194 -4597.78 -16907.1 -31063 -21935.3 13577.7 -34412.8 11318.8 -53760.8 1681 21584.5 4838.74 91293.6 -26135.2 24781.4 5372.39 -38932 804.717 502.297 16904.7 61910.8 8694.14 48310.3 13783.6 -20290.9 -19472.3 -21972.1 -14635.1 -30982.8
internal_weight=0 20256 1273 430 321 300 78 222 66 156 843 222 179 43 133 109 77 44 18983 18633 350 54 296 123 82 47 173 288 247 189
internal_count=4073804 20256 1273 430 321 300 78 222 66 156 843 222 179 43 133 109 77 44 18983 18633 350 54 296 123 82 47 173 288 247 189
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 4 4 6 6 4 4 6 5 6 5 4 0 0 1 6 3 3 6 6 1 6 1 0 6
split_gain=4.15021e+11 3.41168e+12 3.20956e+13 1.53618e+13 3.22847e+13 2.44158e+13 3.10783e+13 2.41136e+13 1.91527e+13 1.40633e+13 1.32687e+13 3.39392e+13 3.03374e+13 1.80906e+13 1.45859e+13 1.28465e+13 1.20832e+13 2.81421e+13 4.16543e+13 2.62419e+13 2.00993e+13 1.81561e+13 1.54436e+13 2.44297e+13 3.90393e+13 8.17306e+13 1.77158e+13 1.6707e+13 3.02669e+13 4.58601e+13
threshold=9.5000000000000018 47.207933300000008 47.139841100000005 39.689978950000004 39.652459050000012 48.025000000000013 8.5000000000000018 3.5000000000000004 54.990000000000002 64.805000000000021 5.5000000000000009 7.5000000000000009 68.00500000000001 2.5000000000000004 65.410000000000011 2.5000000000000004 8.5000000000000018 45.177967300000006 45.022979600000006 38.91194105000001 189.00000000000003 1.5000000000000002 7.5000000000000009 91.02500000000002 128.05000000000004 38.965413050000002 88.825000000000003 38.97264950000001 45.090603300000005 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 7 8 -7 -9 -4 14 -13 -14 -12 -11 -1 18 -18 -20 21 -21 27 26 25 -25 -24 -23 -29 -30
right_child=-2 -3 3 -5 5 6 -8 9 -10 15 11 12 13 -15 -16 -17 17 -19 19 20 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-190.24612016734659 29.729871609982453 -96.972729535515725 1851.1372025894207 -2993.2801628398388 10944.236191088643 55500.654412286931 -16223.479377498184 43406.118501467427 -32664.086043875563 132788.96525512697 27228.018368797973 7429.5866651797514 -141219.29648437499 -27665.9215815118 74258.662759592567 67282.007082642624 -310.53815492204888 -8586.4785988525036 14070.506008116754 13070.046323791505 99421.063281250012 -4770.6082028300643 7497.5122010071782 238190.58900000004 -51241.096386718753 27152.033593750002 -76966.263046874999 1145.7212659559136 14774.072394024537 151512.33412500002
leaf_weight=270142 2181312 1553627 4101 1496 761 44 86 189 56 40 399 1308 20 47 79 119 34888 2706 2912 1900 22 3487 3707 25 28 69 25 8886 1298 25
leaf_count=270142 2181312 1553627 4101 1496 761 44 86 189 56 40 399 1308 20 47 79 119 34888 2706 2912 1900 22 3487 3707 25 28 69 25 8886 1298 25
internal_value=0 -34.267 253.226 6232.73 8136.74 22446.4 38838 49407.8 6128.4 61844.5 5024.38 12047.3 4067.79 -61562.5 35000.9 83761.7 94.8264 1378.8 1849.64 5216.52 3892.42 3784.37 2779.09 8371.21 52405.8 83279.3 6931.7 1205.49 3246.69 17357.9
internal_weight=0 1.89249e+06 338865 8745 7249 1295 534 448 100 348 5954 1853 1375 67 478 159 330120 59978 57272 22384 19472 19450 17550 3854 122 94 3732 13696 10209 1323
internal_count=4073804 1892492 338865 8745 7249 1295 534 448 100 348 5954 1853 1375 67 478 159 330120 59978 57272 22384 19472 19450 17550 3854 122 94 3732 13696 10209 1323
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=31
num_cat=0
split_feature=4 6 6 0 0 1 6 2 0 5 1 1 0 1 2 3 3 0 1 0 0 0 6 0 0 3 0 1 1 0
split_gain=4.83619e+11 3.16504e+12 1.08563e+13 1.1429e+13 3.89296e+13 2.06663e+13 2.96718e+13 2.89692e+13 2.75719e+13 3.55767e+13 2.62361e+13 2.59401e+13 2.52262e+13 2.24047e+13 2.12522e+13 1.8796e+13 4.5049e+13 2.30151e+13 2.63481e+13 2.01736e+13 5.32396e+13 1.851e+13 1.77509e+13 3.55097e+13 1.88549e+13 1.77377e+13 1.76092e+13 2.64001e+13 2.67527e+13 1.60781e+13
threshold=5.5000000000000009 76.00500000000001 78.605000000000004 55.60524465000001 55.702806750000008 37.978059650000013 77.565000000000012 2911.0000000000005 55.768246800000007 3.5000000000000004 37.600779750000008 37.586700500000006 55.82518790000001 30.330566300000005 2875.5000000000005 4.5000000000000009 3.5000000000000004 57.719618750000002 30.277905650000005 59.898927250000007 59.939085000000013 59.856552950000008 77.565000000000012 55.685785750000008 55.685785750000008 3.5000000000000004 55.462387050000011 38.927872750000006 37.503969450000007 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 6 10 -7 -8 11 15 12 -10 -14 21 16 29 -18 -19 -20 -21 -11 23 -5 -24 -12 -3 28 -28 -6
right_child=-2 2 -4 4 5 7 8 -9 9 14 25 -13 13 -15 -16 -17 17 18 19 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=100.19304313537712 -21.544447246519681 -1527.9300096377649 -118.52858012436963 -41693.131810461957 -5545.786052215507 -24088.28102030915 -75954.583274739591 -2488.9051264381883 -90315.018077021057 31621.767753906253 34240.062395833338 55125.98975758272 -36458.983838107641 5919.4462085832874 -10236.208222374551 -37895.564693921238 166713.08140625001 154281.55672363282 -32118.262632184709 166207.3611689815 -27351.205807291666 160691.43442187502 -43673.690556066176 -173568.36022359913 58385.140506114141 125516.1437677557 3420.9122070312501 -31256.961061789771 106171.08452316812 38704.980323715972
leaf_weight=1066637 2928705 5060 68856 69 439 1010 60 1612 46 20 60 51 225 280 26 73 20 20 35 27 30 25 85 29 23 33 45 44 58 101
leaf_count=1066637 2928705 5060 68856 69 439 1010 60 1612 46 20 60 51 225 280 26 73 20 20 35 27 30 25 85 29 23 33 45 44 58 101
internal_value=0 55.1021 -557.879 -3707.15 -7459.9 -5374.76 3695.03 -10809 -10999.4 -5208.49 16548.3 -13104.5 -19419.8 -12962 61740.6 10296.7 15531.9 67900.1 50255 27640.5 64334.4 103327 -49901.5 -80717.4 -21938.9 66628.3 -536.733 33582 61280.2 2730.75
internal_weight=0 1.1451e+06 78462 9606 4399 4193 1571 2622 733 673 838 602 551 505 71 745 672 132 112 92 57 45 206 98 108 93 5207 147 103 540
internal_count=4073804 1145099 78462 9606 4399 4193 1571 2622 733 673 838 602 551 505 71 745 672 132 112 92 57 45 206 98 108 93 5207 147 103 540
is_linear=0
shrinkage=0.1


Tree=3650
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 3 3 4 1 6 1 6 2 6 0 4 2 0 6 1 1 4 1 1 3 4 4 6 4
split_gain=4.60578e+11 2.81108e+12 9.9104e+12 1.57734e+13 1.25329e+13 1.24623e+13 1.18876e+13 1.28158e+13 1.65357e+13 9.65888e+12 2.1537e+13 8.967e+12 1.27205e+13 9.92849e+12 8.86339e+12 8.69682e+12 8.60144e+12 7.4171e+12 7.12346e+12 1.50689e+13 1.44688e+13 1.25958e+13 1.49355e+13 1.15571e+13 1.80191e+13 1.1959e+13 1.51326e+13 3.30654e+13 1.13198e+13 2.44515e+13
threshold=3338.0000000000005 57.634352600000007 59.999510900000011 57.719618750000002 57.719618750000002 65.64204770000002 9.5000000000000018 12.500000000000002 13.500000000000002 59.317422600000008 73.995000000000019 118.02765200000002 65.410000000000011 3930.5000000000005 47.805000000000007 57.57007620000001 2.5000000000000004 6082.0000000000009 58.010305850000002 90.045000000000016 28.601854300000003 30.509101000000005 5.5000000000000009 54.62357655000001 50.815483650000004 8.5000000000000018 5.5000000000000009 7.5000000000000009 125.02000000000002 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 15 3 17 5 -4 14 9 -9 -8 -11 12 13 -6 -5 -2 -15 -3 -16 20 -20 22 -22 24 -21 26 -25 -28 29 -29
right_child=1 2 4 6 11 -7 7 8 -10 10 -12 -13 -14 16 18 -17 -18 -19 19 23 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-27.990645337410502 0.65161470036225178 -54310.348440175519 25409.909937305383 319.39106709387596 6923.094996429666 -35606.786497738489 -4425.0489708173109 50114.236829524256 285.72316940176648 7717.3893837376645 -105625.72139241538 1956.6474352071041 -8760.333713663691 5839.4471696833425 3930.0069782412211 -24159.996860908665 -3303.7293023225757 -10486.094677138912 -22567.388647562242 -7611.3348353092051 586.14074184047047 1150.421373095508 9579.0296039165387 -41836.814441626768 16304.772424789548 -97049.304062500014 107177.21959375002 56494.129243800955 -82436.630255681826 -27926.095290798614
leaf_weight=2406287 1508550 73 281 60642 1237 38 7374 67 11119 38 30 4857 3053 1132 14951 149 11298 82 241 1694 3252 32295 4274 155 387 20 25 46 22 135
leaf_count=2406287 1508550 73 281 60642 1237 38 7374 67 11119 38 30 4857 3053 1132 14951 149 11298 82 241 1694 3252 32295 4274 155 387 20 25 46 22 135
internal_value=0 40.3915 440.57 756.464 -1534.81 18141.5 792.596 -1555.25 584.178 -4771.01 -42286.9 -1825.71 -2924.44 -1620.8 1162.8 -1.73451 -2471.06 -31125.9 2052.35 1392.52 1861.14 2008.98 5693.18 -6165.38 -3163.7 -21665.4 -17728.9 -1339.77 -14703.9 -6471.23
internal_weight=0 1.66752e+06 158818 136922 21896 319 136767 18628 11186 7442 68 21577 16720 13667 118139 1.5087e+06 12430 155 57497 42546 40062 39821 7526 2484 2081 403 383 228 203 181
internal_count=4073804 1667517 158818 136922 21896 319 136767 18628 11186 7442 68 21577 16720 13667 118139 1508699 12430 155 57497 42546 40062 39821 7526 2484 2081 403 383 228 203 181
is_linear=0
shrinkage=0.1


Tree=3651
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 6 7 4 6 0 5 0 0 6 7 0 4 0 6 0 5 5 0 0 0 0 7 4 4 6
split_gain=4.33197e+11 1.39567e+13 4.973e+13 8.70739e+13 7.83083e+13 2.26329e+14 2.60154e+14 7.20111e+13 6.61067e+13 4.92376e+13 6.20792e+13 5.45018e+13 4.90805e+13 5.19783e+13 4.86617e+13 7.06201e+13 1.61365e+14 7.07333e+13 5.31303e+13 1.01992e+14 1.18656e+14 1.03701e+14 5.11918e+13 4.55368e+13 7.45285e+13 6.27905e+13 1.17552e+14 6.15459e+13 6.69823e+13 2.09488e+14
threshold=37.442254400000003 37.46219940000001 15.500000000000002 12.500000000000002 104.01000000000001 83.820000000000007 6.0000000000000009 16.500000000000004 76.605000000000004 56.006509350000009 3.5000000000000004 55.676890650000011 55.710673100000008 53.995000000000012 6.0000000000000009 55.579943700000008 14.500000000000002 55.633951400000008 60.305000000000007 55.595177750000005 2.5000000000000004 2.5000000000000004 55.539595350000006 55.922096200000006 55.595177750000005 55.554045200000012 6.0000000000000009 5.5000000000000009 10.500000000000002 52.610000000000007
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 23 5 8 -7 9 14 10 11 -4 -13 -14 -5 22 -17 18 -18 20 -20 -21 -16 24 25 -2 -27 -26 -29 -30
right_child=1 -3 7 4 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 16 17 -19 19 21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-74.401208744579137 -2220.2301971246425 0.25359900466494611 -21545.913284069291 -1516.3661703550417 -96723.577951388899 6869.2185355392157 321809.03402777785 4189.7390118858484 -32097.973891389265 15483.921240895064 69963.900249094208 -148225.6699988163 25874.019259268782 -117895.71923611111 1660.3190519611185 146623.52080337063 25778.414606980172 -116078.5431640625 -37072.777335069448 256092.73800000001 156316.67196269133 -13334.459140625 -137889.41662176725 30889.243246970665 5034.4158936549693 82803.223522359913 11137.675260888762 -35166.385598143846 -40140.803141276047 86304.460376569143
leaf_weight=656467 1775 3400925 1851 567 54 51 54 4288 230 388 69 66 57 45 281 132 1127 32 90 50 49 20 29 490 1339 290 1086 1336 360 206
leaf_count=656467 1775 3400925 1851 567 54 51 54 4288 230 388 69 66 57 45 281 132 1127 32 90 50 49 20 29 490 1339 290 1086 1336 360 206
internal_value=0 14.2924 2923.44 7532.49 22517.5 24891.8 168838 -3650.8 19094.1 -17229.2 -23308.1 -26495.7 -81032 -37553.8 24047.5 32055.7 41035.3 30847 34366.2 80674.2 31100.5 179114 -11394.3 1509.75 -742.434 10208.7 26241.6 -11389.4 -22951.8 5879.91
internal_weight=0 3.41734e+06 16412 9648 2766 2712 105 6764 2607 2476 2088 2019 168 102 2377 1810 1500 1368 1336 209 139 70 310 6882 6392 3151 1376 3241 1902 566
internal_count=4073804 3417337 16412 9648 2766 2712 105 6764 2607 2476 2088 2019 168 102 2377 1810 1500 1368 1336 209 139 70 310 6882 6392 3151 1376 3241 1902 566
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=31
num_cat=0
split_feature=4 6 1 0 0 1 1 5 6 4 6 6 1 1 1 0 1 0 7 2 1 6 5 0 3 6 6 6 1 0
split_gain=4.27483e+11 3.05272e+12 8.65369e+12 9.93571e+12 2.31183e+13 3.55801e+13 5.20182e+13 2.67572e+13 3.22698e+13 2.9885e+13 2.22494e+13 4.85819e+13 1.9912e+13 5.82837e+13 4.98755e+13 8.58062e+13 4.58595e+13 9.46399e+13 4.55419e+13 4.18018e+13 6.15788e+13 3.11138e+13 2.86418e+13 2.62836e+13 2.59918e+13 1.83611e+13 1.80601e+13 3.57892e+13 2.45948e+13 2.31938e+13
threshold=3.5000000000000004 47.420000000000009 38.247071200000008 59.933037250000005 59.898927250000007 30.323041000000003 30.315889700000003 2.5000000000000004 54.990000000000002 2.5000000000000004 80.030000000000015 70.50500000000001 30.260128500000004 30.303340300000002 30.323041000000003 59.950512650000007 30.362494150000003 59.939085000000013 6.0000000000000009 3338.0000000000005 30.425503950000003 120.05000000000001 2.5000000000000004 59.982409200000006 2.5000000000000004 120.05000000000001 75.605000000000004 69.605000000000004 30.277905650000005 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 -6 -5 21 15 18 17 -16 -15 -18 -21 22 -14 24 -19 -12 27 -24 -28 -30
right_child=-2 2 -4 12 5 7 -8 9 -10 -11 25 -13 13 14 16 -17 19 23 -20 20 -22 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=448.45155637686958 -8.0357084289524074 -2411.9806837811607 164.46616263193849 -14033.47699183873 -13998.699190398187 -10865.57802951389 134556.54886300224 85970.602615489144 -115807.10125558038 -34394.384801025393 -62478.647723182934 138373.12256944444 23298.002359532831 -206760.55438476565 215833.43612607761 12043.305790441176 -50576.147496329701 22151.365577210774 -34707.644749999999 146651.14333333334 2116.6969717688594 -41163.072265625 65759.855371093756 -20730.054652202562 118395.94302734375 36078.414835611984 -21411.359578804349 241280.60312500002 157260.2259469697 35770.767356770833
leaf_weight=132550 3837650 15831 84069 560 93 45 28 23 84 200 89 27 99 40 29 85 149 94 25 30 1692 32 26 83 40 24 23 21 33 30
leaf_count=132550 3837650 15831 84069 560 93 45 28 23 84 200 89 27 99 40 29 85 149 94 25 30 1692 32 26 83 40 24 23 21 33 30
internal_value=0 130.585 -276.09 -2172.03 -3149.8 -22204.3 5774.18 -42949.7 -79199.6 -21980.1 -9701.81 20285 3029.69 6805.03 1626.53 -54096.2 5574.77 46165.2 -140586 237.915 4634.72 51273.4 64023.3 23490.7 50881.1 -41546.2 94337.6 144184 67095.9 99408.1
internal_weight=0 236154 103604 19535 16444 613 261 352 129 223 233 120 3091 2531 2267 150 2117 246 65 1871 1722 264 232 217 134 113 133 47 86 63
internal_count=4073804 236154 103604 19535 16444 613 261 352 129 223 233 120 3091 2531 2267 150 2117 246 65 1871 1722 264 232 217 134 113 133 47 86 63
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 4 0 1 0 4 7 0 1 1 2 1 4 4 0 0 6 1 1 3 0 1 7 4 4 3
split_gain=4.29506e+11 1.06164e+13 1.6191e+13 2.51958e+13 5.15487e+13 3.85612e+13 3.35833e+13 3.21663e+13 6.98473e+13 2.54963e+13 3.75127e+13 2.47143e+13 4.3994e+13 3.91217e+13 2.76474e+13 2.28211e+13 2.07109e+13 4.23957e+13 2.03137e+13 2.17901e+13 2.02876e+13 2.00092e+13 1.94975e+13 4.28107e+13 2.51314e+13 2.88402e+13 3.21923e+13 6.20288e+13 4.03566e+13 3.00935e+13
threshold=72.50500000000001 2.5000000000000004 73.995000000000019 37.543519500000009 37.729575300000008 8.5000000000000018 55.82518790000001 37.503969450000007 55.850146250000009 13.500000000000002 6.0000000000000009 55.79439725000001 37.804148700000006 37.873748150000004 2506.0000000000005 37.517483500000004 17.500000000000004 21.500000000000004 55.743464250000009 44.895258050000002 73.41500000000002 28.601854300000003 37.563506350000004 15.500000000000002 55.685785750000008 37.618684050000006 6.0000000000000009 16.500000000000004 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 -2 3 5 22 21 11 -7 9 -9 -11 13 -13 18 16 -10 20 -18 19 -6 -15 -3 23 -5 -24 -26 29 -28 -29 -27
right_child=1 2 -4 4 6 7 -8 8 15 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-13.646351264352667 -878.68820048835266 -45675.732829337285 133.59674938311662 35014.135551670617 30499.775513822115 -6776.5956573551975 11181.139809582357 -85120.283593750006 -66364.306725543487 -19193.683984375002 119615.191125 87999.862950303825 -26044.723593837196 16383.17026964553 1497.4114395230508 -196124.50772964017 -53783.708344914368 17103.226216210831 40625.672143075986 -30229.662478068723 54399.746549769807 14535.339993468169 -1860.3229846325551 187597.91784446023 -6015.2352607996327 59380.77065809787 -61688.624677309781 157566.32857142857 31830.581873952477 179134.51312255859
leaf_weight=3462265 97628 58 489530 112 65 3254 3953 36 23 88 25 36 560 376 12014 33 104 447 51 649 224 1140 364 22 170 167 69 28 289 24
leaf_count=3462265 97628 58 489530 112 65 3254 3953 36 23 88 25 36 560 376 12014 33 104 447 51 649 224 1140 364 22 170 167 69 28 289 24
internal_value=0 77.2597 258.862 2773.97 4336.02 -3841.84 3009.06 -9197.03 -47617 -11832.2 11516.2 785.175 -19156.1 1638.37 2915.85 -142830 17721.3 3723.48 -20346 -24701.1 30576 11620.3 24031.5 60065.2 19685.4 30184.2 40849.6 24234.1 42936.6 74428.4
internal_weight=0 611539 513911 24381 19724 4657 18479 3459 205 149 113 14526 596 13930 13165 56 1151 551 765 714 600 1198 1245 134 1111 747 577 386 317 191
internal_count=4073804 611539 513911 24381 19724 4657 18479 3459 205 149 113 14526 596 13930 13165 56 1151 551 765 714 600 1198 1245 134 1111 747 577 386 317 191
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=31
num_cat=0
split_feature=4 3 3 4 0 1 6 6 1 6 1 1 0 1 0 0 0 5 6 6 6 6 6 0 0 6 1 6 6 1
split_gain=4.47327e+11 3.30492e+12 5.24162e+12 1.66609e+13 1.72623e+13 2.75341e+13 2.51793e+13 3.55197e+13 2.41116e+13 2.13254e+13 2.09308e+13 2.7766e+13 1.90628e+13 1.84631e+13 1.68794e+13 3.75125e+13 2.5695e+13 7.41995e+13 6.43994e+13 3.51232e+13 2.734e+13 1.82847e+13 1.77824e+13 1.5412e+13 1.51916e+13 2.12671e+13 3.83232e+13 7.81913e+13 5.14982e+13 1.48865e+13
threshold=9.5000000000000018 8.5000000000000018 6.5000000000000009 7.5000000000000009 45.109778000000006 37.318079750000003 106.49500000000002 100.05000000000001 39.703507450000011 149.05000000000004 39.033214400000013 45.126607350000008 45.063245050000006 44.628646350000004 59.950512650000007 59.990753350000013 59.91832440000001 2.5000000000000004 53.310000000000009 100.05000000000001 62.375000000000007 120.05000000000001 67.91500000000002 60.01610465000001 44.990874950000006 51.805000000000007 39.939672500000007 74.615000000000009 60.910000000000004 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 13 -7 24 -8 -10 16 -16 -6 18 -18 -19 -20 -21 23 -17 25 -12 27 28 -27 -5
right_child=-2 -3 3 29 14 6 8 -9 9 -11 11 -13 -14 -15 15 22 17 19 20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-60.535399694687932 30.865300107810825 -751.91457315266712 72456.74351356909 4750.1902385927888 -533.35029615764495 -19756.18562469232 -150889.58847656249 99547.82637392242 -4395.9120087594702 58843.196903935182 380.78453147843567 -34110.573184453613 -49927.686857638888 -126159.729375 -67690.459799011747 -81482.950690104175 1095.0817857142858 -96925.094416769964 243501.81930803575 104054.1925 94533.541335227274 -26682.955944293477 43353.932883029513 431.52171954719392 -11992.22728030454 85863.232472278236 10614.761179270328 -63149.719531250004 285914.7890625 519.42449515177486
leaf_weight=1686831 2181312 62286 38 8892 3338 1218 32 29 33 27 171 159 45 20 117 30 35 39 28 20 22 23 72 98 157 31 103 20 22 128556
leaf_count=1686831 2181312 62286 38 8892 3338 1218 32 29 33 27 171 159 45 20 117 30 35 39 28 20 22 23 72 98 157 31 103 20 22 128556
internal_value=0 -35.5758 -11.1972 569.276 -4621.89 -11893.8 -13444.6 -10280.2 -51940.8 -13493.7 -11973.5 2324.23 -91885.9 -50344.5 -616.8 -22714.5 1381.77 39661.2 105131 -28203.7 177956 34125 3596.42 -18767.2 13818.5 25496.6 49898.9 105327 168904 793.128
internal_weight=0 1.89249e+06 1.83021e+06 143375 5927 2105 2067 1910 157 80 1881 663 77 53 3822 317 3505 167 85 82 50 43 200 128 504 347 176 73 53 137448
internal_count=4073804 1892492 1830206 143375 5927 2105 2067 1910 157 80 1881 663 77 53 3822 317 3505 167 85 82 50 43 200 128 504 347 176 73 53 137448
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=31
num_cat=0
split_feature=4 2 3 6 0 1 0 6 0 6 6 6 6 1 0 1 1 0 6 0 0 6 0 1 6 1 6 0 0 1
split_gain=4.3007e+11 3.23314e+12 1.08515e+13 1.86152e+13 4.93066e+13 3.29443e+13 4.3864e+13 3.08397e+13 2.78667e+13 2.71286e+13 1.69434e+13 2.37803e+13 5.26482e+13 4.16799e+13 5.68119e+13 2.97718e+13 4.63366e+13 3.72831e+13 2.86329e+13 2.24476e+13 7.77739e+13 4.67328e+13 2.75464e+13 4.82588e+13 1.68206e+13 3.47006e+13 3.02792e+13 2.86082e+13 7.10317e+13 1.29126e+14
threshold=5.5000000000000009 36.000000000000007 4.5000000000000009 67.445000000000007 55.801384500000005 37.631035900000008 55.685785750000008 77.565000000000012 55.759969450000007 91.02500000000002 45.005000000000003 52.990000000000002 49.010000000000012 37.649344350000007 55.728148450000006 37.586700500000006 37.768783500000005 55.759969450000007 64.805000000000021 55.737027400000009 55.775215600000003 56.010000000000012 55.702806750000008 37.631035900000008 58.995000000000012 37.843405600000004 60.005000000000003 55.728148450000006 55.783232450000007 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 6 -5 -6 -7 -9 -4 12 -12 14 -14 18 19 -18 -13 22 21 -21 -17 -24 -1 26 27 -26 29 -29
right_child=-2 -3 3 4 7 8 -8 9 -10 -11 11 15 13 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=1630.2558108903067 -20.31668966600455 75.420115676520467 -3304.0256133406324 -29247.626828125005 4623.4404557291664 -35277.123476920875 76823.121431408901 -176143.33607617189 47449.852430889427 -37114.151659393312 -15843.209592431223 18416.402758001514 -185967.59674479169 -192974.84200080426 18980.638548519735 -57920.859941080729 -30784.249237351192 75990.099556238507 -77454.078623334106 -251596.54955357141 -22255.401412477357 -85589.443068677327 144635.80904947917 -27873.804214843753 2168.4032154017855 114457.72393595379 -3237.6035971296224 -237234.85764627662 -17609.304805329371 7214.1478051757822
leaf_weight=13569 2928705 1123208 2142 50 60 109 177 25 65 32 234 372 21 34 38 75 63 68 34 28 138 43 24 50 175 24 3941 47 213 40
leaf_count=13569 2928705 1123208 2142 50 60 109 177 25 65 32 234 372 21 34 38 75 63 68 34 28 138 43 24 50 175 24 3941 47 213 40
internal_value=0 51.962 -1151.65 -5947.1 11699.8 28365 53459.5 -45417.3 -4373.37 -98091.9 -8664.43 -18060.5 -41139.2 -104787 -53967 -9628.39 -26247.2 24640.6 10387.8 -44868.1 -66011 -151057 -15211.4 28075.3 -117.955 -5460.63 -6112.36 -29963.8 -48707.5 -124845
internal_weight=0 1.1451e+06 21891 3882 518 401 227 117 174 57 3364 1222 327 93 59 895 489 131 406 358 209 71 149 74 18009 4440 4416 475 300 87
internal_count=4073804 1145099 21891 3882 518 401 227 117 174 57 3364 1222 327 93 59 895 489 131 406 358 209 71 149 74 18009 4440 4416 475 300 87
is_linear=0
shrinkage=0.1


Tree=3656
num_leaves=31
num_cat=0
split_feature=6 6 2 6 3 1 1 4 4 3 7 3 0 3 3 1 0 5 4 3 3 0 3 4 1 1 0 0 1 1
split_gain=4.24174e+11 6.20171e+12 2.14125e+13 6.89351e+13 6.62865e+13 3.90793e+13 3.44538e+13 3.7403e+13 3.29635e+13 3.21642e+13 3.76882e+13 5.14633e+13 3.37966e+13 3.17785e+13 3.08239e+13 2.98927e+13 2.11943e+13 3.50942e+13 6.62879e+13 3.05403e+13 2.2838e+13 3.2256e+13 2.73426e+13 4.93152e+13 2.60533e+13 2.60754e+13 2.58296e+13 2.32334e+13 2.89262e+13 2.75526e+13
threshold=77.010000000000005 79.015000000000015 75.000000000000014 78.605000000000004 16.500000000000004 37.768783500000005 37.858952300000006 15.500000000000002 17.500000000000004 7.5000000000000009 6.0000000000000009 6.5000000000000009 55.721784200000009 6.5000000000000009 3.5000000000000004 37.488790500000007 55.876067900000002 3.5000000000000004 11.500000000000002 11.500000000000002 1.5000000000000002 55.775215600000003 7.5000000000000009 15.500000000000002 37.517483500000004 37.563506350000004 55.791814000000009 55.749683450000006 37.534144550000008 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 13 16 10 11 -5 -11 14 -7 -14 17 20 -19 -18 24 27 23 26 -2 -26 -23 29 -29 -22
right_child=1 -3 -4 4 -6 6 -8 -9 -10 12 -12 -13 15 -15 -16 -17 19 18 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-11.775053650519428 20921.747774621213 -25.284108776590031 421.57049945250424 18264.203163622889 -18877.808508352948 -21445.18076923077 -1684.3952543036883 94413.308541382343 8165.8139578079108 90667.285202086205 60196.249982884998 -108029.65776095922 110707.01128700658 -68733.961908143945 131105.12226562502 11208.211871545493 -27921.238312922298 -182645.20673828127 26095.927902747848 -167195.03265625003 -47951.347861541974 113571.05995370372 57858.781955691149 -96559.040178571435 -183331.52031250001 -47835.309151785717 8487.7745424107143 27574.479827724357 -71765.035187698624 -37.140519777408315
leaf_weight=3595075 33 435283 38385 311 234 26 172 122 1617 204 194 36 38 33 27 147 74 32 29 20 137 27 137 42 20 49 175 39 118 968
leaf_count=3595075 33 435283 38385 311 234 26 172 122 1617 204 194 36 38 33 27 147 74 32 29 20 137 27 137 42 20 49 175 39 118 968
internal_value=0 88.4262 1227.68 7341.62 28696.2 963.199 31428.3 58809.9 -2328.45 40666.4 24896.8 5161.67 62597.9 8302.82 56269.1 31645.8 -11259.6 -8850.06 -83407.6 -57554 -6243.75 -3393.31 22107.5 2034.01 -52158.3 -87109.6 22533.6 -11092 -47088.3 -5977.64
internal_weight=0 478729 43446 5061 1164 3897 380 208 3517 930 541 347 389 86 53 185 1900 1806 61 94 1745 1643 381 244 102 69 202 1262 157 1105
internal_count=4073804 478729 43446 5061 1164 3897 380 208 3517 930 541 347 389 86 53 185 1900 1806 61 94 1745 1643 381 244 102 69 202 1262 157 1105
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 3 6 4 4 7 4 6 3 4 4 1 3 4 1 5 4 4 7 4 1 4 4 6 4
split_gain=4.22911e+11 7.5333e+12 2.96635e+13 1.16279e+14 4.1939e+13 3.22513e+13 5.33679e+13 5.14693e+13 2.1501e+13 1.8294e+13 4.03775e+13 1.89304e+13 1.62916e+13 1.34211e+13 1.02709e+13 9.69557e+12 1.00334e+13 2.64809e+13 1.62272e+13 1.33352e+13 1.48958e+13 1.69061e+13 1.20679e+13 3.19847e+13 9.57208e+12 9.54823e+12 1.14511e+13 9.50425e+12 9.45211e+12 9.10289e+12
threshold=45.073441650000007 45.07004340000001 39.004719500000007 38.989878900000008 99.050000000000011 39.018051150000005 1.5000000000000002 78.605000000000004 15.500000000000002 15.500000000000002 6.0000000000000009 19.500000000000004 64.015000000000015 4.5000000000000009 11.500000000000002 22.500000000000004 39.033214400000013 18.500000000000004 9.5000000000000018 41.966773150000002 1.5000000000000002 19.500000000000004 19.500000000000004 6.0000000000000009 18.500000000000004 38.927872750000006 4.5000000000000009 17.500000000000004 61.805000000000007 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 -1 3 4 9 6 7 -4 28 25 11 24 15 -6 -8 16 17 18 -7 20 -18 -22 -20 -24 -11 -3 -27 -12 -5 -30
right_child=-2 2 5 8 13 12 14 -9 -10 10 27 -13 -14 -15 -16 -17 19 -19 22 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=12.787642900743219 -11.594697280674328 -4574.7297986059129 53906.256109193317 -15607.725795828779 -12671.515320121951 14461.613347457414 -23031.866584982803 225312.10617897729 -49743.859123152637 -6331.9320242415124 -3127.3937969970702 -30219.933235033957 -6670.5972968183241 -84718.268476562516 17529.362487769205 -4383.1420250284928 7053.5960294868346 -84851.539468922347 246.77723686004839 -18362.954331420067 12447.411111398471 38248.762611897786 4447.5141366464122 -130552.0533578726 19402.92748021835 -262.9436345781599 17989.01522188697 18269.386614243591 -60892.95833740235 3037.8121699892245
leaf_weight=450616 3606732 334 86 552 41 970 67 22 434 1966 260 329 1260 70 915 838 1870 34 1841 147 708 396 54 26 156 448 1477 1030 96 29
leaf_count=450616 3606732 334 86 552 41 970 67 22 434 1966 260 329 1260 70 915 838 1870 34 1841 147 708 396 54 26 156 448 1477 1030 96 29
internal_value=0 89.5343 2191.09 -2609.73 2800.6 5945.86 22100 88822.3 -32369 3927.38 -363.468 -7900.48 3783.78 -58106.4 14761.9 5697.27 7094.46 2886.48 3918.33 11038.2 12491.4 21702.2 -1405.45 -39427.3 -4440.02 11033.2 13741.3 13956.9 -21230.6 -46061
internal_weight=0 467072 16456 7222 6111 9234 1090 108 1111 6000 3741 2451 8144 111 982 6884 6046 2925 2891 3121 2974 1104 1921 80 2122 2259 1925 1290 677 125
internal_count=4073804 467072 16456 7222 6111 9234 1090 108 1111 6000 3741 2451 8144 111 982 6884 6046 2925 2891 3121 2974 1104 1921 80 2122 2259 1925 1290 677 125
is_linear=0
shrinkage=0.1


Tree=3658
num_leaves=31
num_cat=0
split_feature=1 1 6 0 4 0 3 0 0 5 6 6 4 0 4 3 6 6 5 0 4 4 6 5 0 4 6 6 6 5
split_gain=4.08679e+11 4.95143e+12 1.773e+13 1.60733e+13 2.95633e+13 5.84672e+13 5.00418e+13 3.85502e+13 5.56983e+13 3.21592e+13 2.40529e+13 2.42651e+13 2.21777e+13 1.59289e+13 1.54864e+13 3.20994e+13 3.17775e+13 2.8217e+13 2.18983e+13 1.4746e+13 8.90298e+13 3.06078e+13 3.65526e+13 2.997e+13 2.85642e+13 2.16052e+13 2.04362e+13 1.82656e+13 3.70051e+13 6.05207e+13
threshold=30.242318500000007 30.260128500000004 36.605000000000011 60.01610465000001 16.500000000000004 60.002985000000002 13.500000000000002 59.950512650000007 59.91832440000001 1.5000000000000002 108.05000000000001 61.425000000000004 24.500000000000004 59.848366150000011 12.500000000000002 1.5000000000000002 90.045000000000016 51.405000000000008 4.5000000000000009 59.848366150000011 15.500000000000002 13.500000000000002 105.00500000000001 2.5000000000000004 59.856552950000008 7.5000000000000009 98.020000000000024 92.02500000000002 94.02500000000002 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 7 19 8 13 -8 11 -7 -9 -6 16 17 -5 -16 -18 20 -4 22 27 -23 -25 -24 -26 -21 -29 -30
right_child=1 -3 3 14 5 10 9 12 -10 -11 -12 -13 -14 -15 15 -17 18 -19 -20 21 -22 23 25 24 26 -27 -28 28 29 -31
leaf_value=-184.29406039753891 9382.7459091341625 -1.8867251905574585 -825.40286799958358 -24090.36391953256 -2659.720046299286 33450.868673751153 7465.0945978338077 -22935.593977460212 148158.16233072916 -115437.53400390626 -56338.399843749998 85710.757925299156 -120871.66990740743 39633.592890956039 236.46934800737358 -2792.8669841299852 128132.58489583334 79644.682751736123 -8415.1225288722835 1995.7222588624461 -124698.94483875093 44542.120665903494 13634.351641934161 99385.494495738647 -44577.025511363638 -51387.928547350893 40486.339794921878 101855.83883256392 -127221.64938616072 29799.908117246392
leaf_weight=116874 2558 3940012 734 597 363 203 33 161 30 60 20 158 27 118 89 6186 24 90 23 4325 63 338 69 22 110 197 38 55 28 199
leaf_count=116874 2558 3940012 734 597 363 203 33 161 30 60 20 158 27 118 89 6186 24 90 23 4325 63 338 69 22 110 197 38 55 28 199
internal_value=0 5.44341 1712.55 346.228 3613.08 18894.4 981.317 1716.54 15960.9 -71826.9 50409.6 56323.6 -37000.9 7715.77 -3080.03 -1584.86 -17857.6 40162.4 61311.4 2077.33 -10617.2 3957.56 1522.45 27316.4 -6932.42 -34521.2 -22736.4 3603.55 28262.6 10431.6
internal_weight=0 3.95693e+06 16918 14360 7351 1080 6271 699 511 93 381 361 188 481 7009 6365 644 179 47 6178 797 5381 4873 508 170 266 148 4607 282 227
internal_count=4073804 3956930 16918 14360 7351 1080 6271 699 511 93 381 361 188 481 7009 6365 644 179 47 6178 797 5381 4873 508 170 266 148 4607 282 227
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 5 4 4 4 0 0 4 6 4 2 4 6 5 6 3 6 6 4 6 6 5 6 6 6
split_gain=4.02834e+11 3.12003e+13 1.94355e+13 4.87031e+13 2.54549e+13 2.52452e+13 3.44708e+13 2.81657e+13 2.7258e+13 4.61979e+13 8.07941e+13 6.02743e+13 4.6484e+13 4.14846e+13 3.10303e+13 2.33645e+13 1.97344e+13 5.55601e+13 4.64929e+13 2.86071e+13 2.81513e+13 3.0525e+13 2.62018e+13 2.25621e+13 1.89697e+13 5.53762e+13 1.71439e+13 1.62201e+13 1.57694e+13 1.55217e+13
threshold=39.843340650000009 39.873894000000007 57.57007620000001 47.319699650000011 47.267650700000011 65.00500000000001 1.5000000000000002 7.5000000000000009 16.500000000000004 8.5000000000000018 57.60122925000001 57.634352600000007 9.5000000000000018 89.00500000000001 11.500000000000002 3191.5000000000005 6.5000000000000009 103.03500000000001 2.5000000000000004 103.03500000000001 2.5000000000000004 122.65000000000002 97.020000000000024 4.5000000000000009 108.05000000000001 120.05000000000001 3.5000000000000004 68.515000000000015 78.605000000000004 60.605000000000011
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 3 4 -2 29 7 -7 9 16 12 28 13 -11 -13 -5 19 18 27 22 21 -21 23 26 -22 -26 -8 -18 -12 -4
right_child=1 -3 5 15 -6 6 8 -9 -10 10 11 14 -14 -15 -16 -17 17 -19 -20 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-33.90596299831568 -0.31050412344666661 -2.2656717637451331 5682.880306247469 -13338.515109632828 20122.796860840943 23.442532169117648 -5935.6415097656254 -138240.88323317308 927.3706681770708 -18209.925549003408 65692.124320983887 35212.088131277902 36083.556018902505 -173693.53600852273 -102746.34864130436 -63628.303002929693 -19687.703131734917 92899.984317129638 -40694.488457174863 -31996.227033025571 -112955.52708333333 136558.50558035713 98090.685318106203 42414.822357715741 82878.071169354836 -93326.691778273816 84705.59303668479 44059.956731224062 111247.22187591391 -7522.6884957383591
leaf_weight=1883763 2152 2174960 6941 1213 888 34 225 26 777 78 128 56 146 22 23 100 58 54 272 22 30 21 54 329 31 42 23 128 187 1021
leaf_count=1883763 2152 2174960 6941 1213 888 34 225 26 777 78 128 56 146 22 23 100 58 54 272 22 30 21 54 329 31 42 23 128 187 1021
internal_value=0 29.1642 4561.94 -1073.76 5877.76 6848.68 15079 -59891.1 16741.3 23111.1 45073.6 73148.6 107.997 -52416.3 -4953.03 -17168.7 12206.5 -3036.16 -14347.4 22250.6 -17639.4 50321.2 31480.3 25246.4 -46011.3 -18500 2470.6 24181.7 92735.9 3989.48
internal_weight=0 2.19004e+06 15081 4353 3040 10728 2766 60 2706 1929 640 394 246 100 79 1313 1289 512 458 777 146 43 631 577 103 73 248 186 315 7962
internal_count=4073804 2190041 15081 4353 3040 10728 2766 60 2706 1929 640 394 246 100 79 1313 1289 512 458 777 146 43 631 577 103 73 248 186 315 7962
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=31
num_cat=0
split_feature=6 6 0 1 2 4 4 0 6 0 1 0 0 4 4 4 0 0 4 0 3 4 0 7 1 4 4 3 4 3
split_gain=4.09917e+11 3.53966e+12 7.7216e+12 7.92327e+12 7.03081e+12 4.73856e+13 3.65519e+13 3.86885e+13 3.99487e+13 1.52822e+13 9.2005e+13 3.36636e+13 2.82344e+13 3.91125e+13 3.35251e+13 5.36112e+13 2.54116e+13 6.31212e+13 4.00219e+13 6.61965e+13 6.29276e+13 5.51403e+13 4.34092e+13 3.33441e+13 3.70155e+13 7.48639e+13 3.2959e+13 3.13477e+13 2.89271e+13 2.61937e+13
threshold=59.815000000000005 58.755000000000003 43.472751400000007 39.939672500000007 36.000000000000007 23.500000000000004 24.500000000000004 55.753967500000009 59.025000000000013 55.60524465000001 37.702956500000006 55.649510000000014 55.595177750000005 14.500000000000002 17.500000000000004 15.500000000000002 55.775215600000003 55.801384500000005 18.500000000000004 55.721784200000009 3.5000000000000004 20.500000000000004 55.768246800000007 6.0000000000000009 37.649344350000007 15.500000000000002 18.500000000000004 19.500000000000004 14.500000000000002 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 -3 5 9 7 -7 -9 10 12 -11 14 -14 15 -4 18 26 22 27 -21 -22 23 -13 28 -26 -18 -20 -25 -23
right_child=-2 2 4 -5 -6 6 -8 8 -10 11 -12 16 13 -15 -16 -17 17 -19 19 20 21 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.8120858041124688 -46.887171057373692 -71842.496433423919 -18736.422432414311 -10718.051575694364 470.53829681738165 -5318.9237174479167 -7175.2305530350395 -212840.21189903846 -54383.746685344413 35376.576278498287 138984.10260416669 5048.5750873612642 9086.7481883255477 -75390.349689980154 -48403.661667000531 35275.56536022597 77336.90183589251 7591.9223786978 -53742.587228860299 214449.53969907408 198283.14390625001 -29604.825109863283 -152371.21205357145 -17754.112329889114 106160.27785904257 -37092.557288571224 -25978.742534722223 85404.253125000003 -106932.77993607955 70510.675478316334
leaf_weight=2712002 1279138 23 355 272 76607 60 1177 26 41 535 45 731 97 126 117 381 217 1180 85 27 20 56 21 62 47 163 36 20 88 49
leaf_count=2712002 1279138 23 355 272 76607 60 1177 26 41 535 45 731 97 126 117 381 217 1180 85 27 20 56 21 62 47 163 36 20 88 49
internal_value=0 21.4606 666.079 -15483.7 723.919 4092.66 -12674.8 -63643.4 -115874 8997.28 -1104.51 12390.8 -6963.23 -38644.7 1319.26 9223.59 8001.99 17310.1 -1741.24 33824.6 76006.3 46102.5 -9961.04 -7219.88 -32131.6 -5031.21 62635.9 -27238.4 -70072.3 17115.7
internal_weight=0 2.79467e+06 82664 295 82369 5762 1304 127 67 4458 1121 3337 1076 223 853 736 2802 1433 1369 257 152 125 1112 1091 360 210 253 105 150 105
internal_count=4073804 2794666 82664 295 82369 5762 1304 127 67 4458 1121 3337 1076 223 853 736 2802 1433 1369 257 152 125 1112 1091 360 210 253 105 150 105
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 7 4 4 1 7 6 6 6 1 6 5 4 3 3 6 3 5 6 6 4 4 6 6 5
split_gain=4.25348e+11 1.52839e+13 6.14995e+13 3.21984e+13 2.95173e+13 5.27866e+13 9.26301e+13 6.3104e+13 3.87043e+13 3.83165e+13 6.40947e+13 4.0601e+13 3.00232e+13 2.95887e+13 2.72469e+13 2.64858e+13 2.83928e+13 2.44133e+13 2.35732e+13 3.43352e+13 2.03309e+13 1.91401e+13 1.87929e+13 5.17415e+13 2.2428e+13 1.83768e+13 4.0698e+13 1.832e+13 1.8179e+13 2.77187e+13
threshold=45.00849250000001 45.015054600000006 38.958307950000012 64.805000000000021 39.029038350000008 39.069277450000008 6.0000000000000009 16.500000000000004 17.500000000000004 38.989878900000008 6.0000000000000009 95.045000000000016 79.710000000000022 41.505000000000003 39.038055050000004 71.715000000000018 2.5000000000000004 23.500000000000004 12.500000000000002 14.500000000000002 63.855000000000011 15.500000000000002 2.5000000000000004 93.050000000000011 75.010000000000005 16.500000000000004 11.500000000000002 66.990000000000023 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 3 -2 9 6 7 -6 21 10 15 -11 -8 -10 -15 -4 -17 22 -18 -20 -7 -9 24 -24 -16 26 -22 -28 -19 -30
right_child=1 -3 4 -5 5 20 12 8 13 11 -12 -13 -14 14 17 16 18 28 19 -21 25 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=124.35282610684983 -32071.308647980757 4.0123535434161601 -14016.265527692094 -115179.58790690106 3962.8122430434773 -2387.2303413334334 -23946.383924719004 68050.28358774526 -33082.872530241933 -15256.834041878565 77200.697971616974 -77876.976193377297 -101939.96863839286 -69611.443857758626 16142.970148490407 65531.098251280491 -17085.102386623475 -893.51379261363638 153402.6166193182 -25362.723065476192 -20657.899688291771 1926.2855517817479 126894.68132595485 3582.7403978430712 -49489.635083421614 -28725.433569140314 -26984.405283539872 35492.328253124208 122703.3501771054 44920.272596227136
leaf_weight=257666 209 3801523 714 60 2466 5068 416 309 93 2067 109 109 56 29 443 98 164 55 22 21 659 51 54 92 59 624 58 246 59 205
leaf_count=257666 209 3801523 714 60 2466 5068 416 309 93 2067 109 109 56 29 443 98 164 55 22 21 659 51 54 92 59 624 58 246 59 205
internal_value=0 -8.39632 -3236.03 -50608.5 -2347.75 133.489 8649.35 13694.8 30257.2 -10640.1 4317.02 -18393.6 -33199.9 20860.4 25897.2 -3479.18 21188 28761.5 194.607 66098.6 -5480.19 58682.7 17613.2 49191.3 8429.18 -15357.4 -6695.26 23572.4 51407.6 62303.6
internal_weight=0 3.81614e+06 14615 269 14346 11042 4387 3915 1449 3304 1128 2176 472 1089 996 1019 305 967 207 43 6655 360 648 146 502 1587 963 304 319 264
internal_count=4073804 3816138 14615 269 14346 11042 4387 3915 1449 3304 1128 2176 472 1089 996 1019 305 967 207 43 6655 360 648 146 502 1587 963 304 319 264
is_linear=0
shrinkage=0.1


Tree=3662
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 3 6 4 4 7 6 6 3 4 3 4 5 3 6 4 3 6 4 4 1 1 4 4 1
split_gain=4.14012e+11 6.07576e+12 2.4024e+13 9.41916e+13 3.41443e+13 2.61273e+13 4.32301e+13 4.16913e+13 1.74163e+13 1.57985e+13 3.37161e+13 1.50085e+13 1.3185e+13 1.13787e+13 1.0915e+13 1.24489e+13 9.61141e+12 1.05013e+13 1.35288e+13 2.93982e+13 1.32498e+13 9.13184e+12 8.84201e+12 1.10877e+13 8.77571e+12 8.84889e+12 1.47316e+13 9.60227e+12 7.8529e+12 8.12641e+12
threshold=45.073441650000007 45.07004340000001 39.004719500000007 38.989878900000008 100.05000000000001 39.018051150000005 1.5000000000000002 78.605000000000004 15.500000000000002 15.500000000000002 6.0000000000000009 53.005000000000003 64.015000000000015 9.5000000000000018 19.500000000000004 9.5000000000000018 18.500000000000004 2.5000000000000004 11.500000000000002 87.395000000000024 16.500000000000004 8.5000000000000018 45.305000000000007 16.500000000000004 5.5000000000000009 39.033214400000013 39.038055050000004 16.500000000000004 22.500000000000004 39.033214400000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 -3 11 22 28 -6 15 -13 17 -17 19 -19 -20 -8 -11 -24 -14 27 -27 -26 29 -7
right_child=-2 2 5 8 13 12 21 -9 -10 10 -12 14 24 -15 -16 16 -18 18 20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=19.663868870366226 -11.472065625025619 10023.484468811304 48521.401599263037 -19103.854669829558 -38389.054009650739 2600.7645462221326 3059.6406708688446 202788.75980113636 -44766.189124266457 -3773.7593806711006 12541.240413249139 -22906.45750714912 15136.192547966453 -121126.51750710228 -40712.99187784316 -19687.365131632487 56334.735008081901 125251.96104525863 -40075.419255118533 -11802.270536534927 27518.267184132543 22379.866943993202 55003.643261718753 2774.1927515423486 -4934.5569751770527 38352.563137147481 -7338.5508336184057 -32600.876907730104 -3941.7052423315577 9937.0069262873403
leaf_weight=450616 3606732 2270 86 677 68 2925 462 22 434 1228 1291 488 170 22 158 192 29 29 58 34 58 520 60 126 246 82 506 256 838 3121
leaf_count=450616 3606732 2270 86 677 68 2925 462 22 434 1228 1291 488 170 22 158 192 29 29 58 34 58 520 60 126 246 82 506 256 838 3121
internal_value=0 88.5873 1975.92 -2344.5 2524.93 5354.97 19894.8 79946.2 -29128.6 3438.81 -546.048 -7414.21 3408.95 -58613.8 -16495.8 -12186.8 891.12 -3442.75 13981.6 51286.2 -6278.58 13290.3 -696.188 19622.4 -5996.01 -9291.86 -966.661 -19043.3 5130.37 6387.8
internal_weight=0 467072 16456 7222 6111 9234 1090 108 1111 6021 3751 2460 8144 90 1046 888 400 371 179 63 116 982 1414 186 1260 1090 588 502 6884 6046
internal_count=4073804 467072 16456 7222 6111 9234 1090 108 1111 6021 3751 2460 8144 90 1046 888 400 371 179 63 116 982 1414 186 1260 1090 588 502 6884 6046
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=31
num_cat=0
split_feature=1 0 0 6 6 4 4 4 4 1 6 6 1 1 3 1 1 3 6 0 3 6 3 6 4 4 6 6 0 3
split_gain=4.09074e+11 9.11419e+12 1.94281e+13 3.41055e+13 2.16526e+13 2.58438e+13 1.99113e+13 1.91166e+13 5.89345e+13 3.40793e+13 2.22092e+13 5.7291e+13 2.80768e+13 2.31926e+13 1.88436e+13 1.92117e+13 1.86522e+13 1.80474e+13 2.60949e+13 4.42681e+13 7.46188e+13 2.94501e+13 2.72745e+13 2.72351e+13 3.50568e+13 2.42252e+13 2.27015e+13 3.55053e+13 6.23356e+13 3.48018e+13
threshold=65.559704250000024 57.125462300000009 57.15297970000001 75.605000000000004 79.710000000000022 16.500000000000004 5.5000000000000009 17.500000000000004 14.500000000000002 65.593879100000024 54.010000000000012 53.995000000000012 65.574968200000015 65.574968200000015 17.500000000000004 65.64204770000002 65.64204770000002 8.5000000000000018 110.01500000000001 57.14107305000001 10.500000000000002 97.020000000000024 13.500000000000002 125.02000000000002 15.500000000000002 11.500000000000002 103.03500000000001 86.030000000000015 57.14107305000001 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 -5 -6 8 -3 -9 11 16 -13 -12 15 17 -10 26 21 20 -20 25 -22 24 -21 -19 27 -8 -29 -28
right_child=1 2 -4 4 6 -7 14 9 10 -11 13 12 -14 -15 -16 -17 -18 18 19 23 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-18.210298808508565 -12.415010920999949 1287.3862728396775 178.65450514027808 29718.754623312794 -29335.454869914505 115547.68608630952 -10029.149411085176 16797.726958312989 35662.241011529048 -22390.128383101153 125128.31821428573 -141918.41093750001 2930.7400730298914 39000.348222085478 -39658.357109375007 -12798.489889427925 -3521.6697392567098 100149.82002992021 210998.09453125001 156074.58261718749 -16443.982291666667 -34988.942265124198 124884.5236328125 -38115.62006732048 -6075.332682291667 19752.205501478042 39407.052565936901 12091.688781049679 103001.73959752526 -22830.844034390837
leaf_weight=3062454 962600 9033 35645 213 106 42 164 320 453 724 35 32 23 293 60 186 166 47 43 24 36 78 22 47 30 185 129 195 123 296
leaf_count=3062454 962600 9033 35645 213 106 42 164 320 453 724 35 32 23 293 60 186 166 47 43 24 36 78 22 47 30 185 129 195 123 296
internal_value=0 55.1423 1389.11 4681.48 16611 43855.3 12688.2 2499.94 3839.76 -10378.5 26849.3 16463.5 -81345.1 48190.8 15363.6 17420.5 25154.1 21381.6 36391.7 64358.9 111172 18167.9 37163.4 17545.5 65991.3 36039.7 12908.4 27764.1 47255 -3939.81
internal_weight=0 1.01135e+06 48750 13105 2026 255 1771 11079 10035 1044 1002 674 55 328 1665 1605 619 1419 512 202 101 310 58 101 54 232 907 482 318 425
internal_count=4073804 1011350 48750 13105 2026 255 1771 11079 10035 1044 1002 674 55 328 1665 1605 619 1419 512 202 101 310 58 101 54 232 907 482 318 425
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=31
num_cat=0
split_feature=0 0 4 6 6 4 6 1 5 0 1 0 4 4 4 0 0 6 1 1 3 6 1 0 7 6 4 3 5 6
split_gain=4.35954e+11 6.3301e+12 1.69134e+13 2.43427e+13 2.21911e+13 2.17199e+13 2.89e+13 3.12464e+13 2.4502e+13 3.33948e+13 1.87075e+13 1.80782e+13 2.09729e+13 1.78724e+13 3.62733e+13 5.97978e+13 2.0254e+13 1.88691e+13 1.72993e+13 1.70691e+13 1.60815e+13 1.60293e+13 1.50361e+13 2.16671e+13 2.72692e+13 2.69659e+13 4.5247e+13 3.63029e+13 3.0709e+13 3.89449e+13
threshold=56.888401950000009 56.83050475000001 4.5000000000000009 128.05000000000004 77.565000000000012 13.500000000000002 46.010000000000012 37.343102500000008 1.5000000000000002 56.858606850000008 60.605526900000008 56.858606850000008 7.5000000000000009 20.500000000000004 24.500000000000004 56.838524800000009 56.858606850000008 97.020000000000024 61.511492200000006 53.187400150000009 17.500000000000004 75.605000000000004 53.252814850000007 56.850115550000005 6.0000000000000009 130.05000000000004 12.500000000000002 2.5000000000000004 3.5000000000000004 65.00500000000001
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 -3 6 -4 11 9 -9 -7 -8 -13 20 15 -15 -16 -17 19 21 -12 -10 -21 25 -25 28 27 -27 29 -24
right_child=-2 2 5 -5 -6 10 7 8 18 -11 13 12 -14 14 16 17 -18 -19 -20 22 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-5.7868225615788846 -70.013587061673846 -3729.257559374822 115.65753971990416 77822.875312500008 -30028.895051130025 -2582.7327408647852 10515.843938727128 40901.422269873685 -4957.1771347170634 -16281.586114370224 7490.0714434131223 77279.773393066411 25604.673383368819 -22223.467715655817 14065.40900674658 25731.724424425469 -1618.1665328440342 -32067.358976862983 -33557.59886008162 9953.3470760319142 51038.356123720368 -48409.456632995607 2811.9224691373674 -1749.5715660543658 20562.281170664661 129148.72800925927 152539.89335937501 2649.5522345744394 -12463.618633691471 20101.762494510505
leaf_weight=3267182 729992 3850 22122 35 350 19740 608 385 734 139 3350 100 366 1407 1530 431 1783 65 123 4203 87 96 3744 7826 589 27 32 142 768 1998
leaf_count=3267182 729992 3850 22122 35 350 19740 608 385 734 139 3350 100 366 1407 1530 431 1783 65 123 4203 87 96 3744 7826 589 27 32 142 768 1998
internal_value=0 15.2848 913.689 -5228.8 -5920.89 1273.01 2664.39 5241.31 4382.73 25732.6 -883.267 21874.2 36693.8 2993.71 -695.464 -11698.6 5624.78 18157.2 3831.14 4059.26 8592.4 -9982.98 4662.25 3192.03 -187.874 7430.13 43505.1 22859.5 6316.3 8828.14
internal_weight=0 3.34381e+06 76630 4235 4200 72395 44002 21880 20806 524 28393 1074 466 8653 5216 1903 3313 496 20282 20159 3437 830 19329 15126 8415 6711 201 169 6510 5742
internal_count=4073804 3343812 76630 4235 4200 72395 44002 21880 20806 524 28393 1074 466 8653 5216 1903 3313 496 20282 20159 3437 830 19329 15126 8415 6711 201 169 6510 5742
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=31
num_cat=0
split_feature=0 0 1 7 4 1 1 6 3 6 6 4 3 4 6 5 4 7 3 5 6 6 6 6 6 4 6 3 3 1
split_gain=4.30251e+11 1.43172e+13 3.07486e+13 3.67234e+13 9.86822e+13 3.32666e+13 1.1201e+14 4.2829e+13 3.67965e+13 3.26423e+13 3.27992e+13 3.61585e+13 6.33447e+13 3.93391e+13 3.46359e+13 3.1806e+13 3.35993e+13 4.56485e+13 3.41584e+13 3.16159e+13 3.08207e+13 3.0114e+13 5.54466e+13 2.85244e+13 4.51806e+13 2.58572e+13 2.53963e+13 2.42665e+13 2.67461e+13 4.19747e+13
threshold=55.81943720000001 55.812023600000011 37.290808600000013 6.0000000000000009 4.5000000000000009 49.095306150000006 49.111590500000005 89.00500000000001 6.5000000000000009 138.05000000000004 86.920000000000016 23.500000000000004 10.500000000000002 18.500000000000004 114.05000000000001 1.5000000000000002 6.5000000000000009 6.0000000000000009 2.5000000000000004 2.5000000000000004 106.49500000000002 55.405000000000008 56.010000000000012 98.020000000000024 130.05000000000004 8.5000000000000018 66.990000000000023 11.500000000000002 6.5000000000000009 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 10 -4 13 -13 14 27 21 -17 18 26 -14 -15 -8 -23 -21 -25 -6 -18 28 -12 -30
right_child=-2 2 5 -5 25 6 15 8 -10 -11 11 12 19 20 -16 16 17 -19 -20 23 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=5.6832759602533613 -45.047212212336518 106449.64238411459 491.02154649811382 -2509.2811721801759 1055.2272226790935 51149.845976881552 -2007.9785051774888 66320.160182542066 234560.9685096154 90770.137900641028 -36905.601867603124 82068.931534227915 -144653.14734375 -54230.409113168032 77791.557857142863 -13795.776540161134 62931.863812500007 -4159.6648624040345 41969.410847743377 -43994.099356617648 -159298.41660714289 -113090.4759352993 14736.073067908654 161897.36354166668 -37066.970250000006 75516.099102105043 -55416.996869821269 -102013.70836743807 100120.22405440168 -66394.679850260422
leaf_weight=2663600 1394478 150 10866 400 342 264 1058 26 26 39 168 81 20 138 35 350 25 462 751 85 35 71 65 21 25 54 66 38 41 24
leaf_count=2663600 1394478 150 10866 400 342 264 1058 26 26 39 168 81 20 138 35 350 25 462 751 85 35 71 65 21 25 54 66 38 41 24
internal_value=0 23.4452 3031.88 20510 37374 1913.19 11003.5 67488.8 150441 -562.851 -870.529 -21678.7 10725 -37373.2 -15825.2 4736.13 13714.9 21099 34958.2 -27545.6 -75486.9 -7701.86 -51996.9 -9666.63 53764.6 11209 -22903.6 -27915.9 -15831.3 38637.8
internal_weight=0 2.67933e+06 15726 946 546 14780 3164 316 52 11616 11577 711 232 479 306 2848 1654 1304 842 151 173 1194 136 131 46 396 91 271 233 65
internal_count=4073804 2679326 15726 946 546 14780 3164 316 52 11616 11577 711 232 479 306 2848 1654 1304 842 151 173 1194 136 131 46 396 91 271 233 65
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=31
num_cat=0
split_feature=6 4 6 3 4 0 5 4 7 0 3 4 1 1 0 3 3 6 6 1 0 1 4 4 1 0 6 3 4 0
split_gain=4.41509e+11 3.75928e+12 1.35135e+13 9.67928e+12 5.04521e+12 8.45081e+12 3.74114e+12 1.41693e+13 1.34802e+13 1.43013e+13 2.4043e+13 3.66487e+13 3.87107e+13 4.10629e+13 4.894e+13 6.56108e+13 6.19359e+13 4.84105e+13 4.72652e+13 3.87452e+13 3.79881e+13 4.19103e+13 3.124e+13 3.07788e+13 2.97497e+13 5.09654e+13 3.41219e+13 2.82436e+13 2.88762e+13 2.82204e+13
threshold=118.04500000000002 36.500000000000007 130.05000000000004 27.500000000000004 31.500000000000004 55.806294650000005 3.5000000000000004 26.500000000000004 6.0000000000000009 55.676890650000011 9.5000000000000018 6.5000000000000009 60.636764050000004 65.559704250000024 57.15297970000001 7.5000000000000009 2.5000000000000004 125.02000000000002 168.45000000000002 83.971434050000013 55.783232450000007 48.411058050000008 15.500000000000002 7.5000000000000009 37.374856000000008 59.848366150000011 142.05000000000004 3.5000000000000004 7.5000000000000009 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 11 20 23 14 18 16 -16 -18 -14 -15 21 -11 -21 29 25 26 -12 -19 -29 -13
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 24 12 13 19 15 -17 17 27 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8198005074832717 -2.0119477069209895 89584.79450757576 -813.60811344562194 9647.2982979910721 2617.6274739583332 -66216.71311271422 482.06653955749226 -35614.11119764312 3873.7984860557062 17923.229777151642 -120358.8409375 -68374.123975290699 -10456.056777019003 -37412.156747631314 -20749.951963975695 -72535.019649621216 229204.43254310347 190434.25531250003 107429.74353885137 35567.328022605499 4083.3959714351136 -88294.299543585526 -94553.665029761905 -17090.112533894971 15828.86805625411 1823.0885953972138 26263.226302083334 154404.45733695652 23490.803707837302 17924.539877717394
leaf_weight=4019687 12559 33 202 28 42 31 28403 119 4593 61 65 215 421 376 45 33 29 20 37 152 2533 95 21 2521 998 332 21 23 63 46
leaf_count=4019687 12559 33 202 28 42 31 28403 119 4593 61 65 215 421 376 45 33 29 20 37 152 2533 95 21 2521 998 332 21 23 63 46
internal_value=0 -283.726 11642.9 52892.2 -341.97 -26613.4 -306.311 -1188.66 -1026.48 -2115.56 -5389.77 -7895.01 -13961.5 890.139 17484.8 57086.5 80850.5 114717 -932.531 -19392.3 1133.73 -46760.5 19772.3 -20474.5 6448.22 -15948.6 -84555.8 83395.4 58502.6 -53164.4
internal_weight=0 54117 263 61 53854 73 53781 25378 25259 20666 8107 6691 4002 1220 671 213 180 135 458 549 2689 156 173 2782 1416 418 86 106 86 261
internal_count=4073804 54117 263 61 53854 73 53781 25378 25259 20666 8107 6691 4002 1220 671 213 180 135 458 549 2689 156 173 2782 1416 418 86 106 86 261
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=31
num_cat=0
split_feature=6 1 4 1 3 0 3 6 6 4 1 1 6 3 0 6 4 6 4 4 1 6 3 4 5 0 6 3 3 0
split_gain=4.43678e+11 3.86032e+12 5.35305e+12 7.76297e+12 6.37089e+12 7.93348e+12 8.65093e+12 1.67071e+13 9.61172e+12 1.02466e+13 8.08079e+12 1.35436e+13 6.9399e+12 6.58636e+12 6.34853e+12 5.98842e+12 1.24002e+13 1.65969e+13 4.9351e+12 1.04174e+13 2.38913e+13 3.17555e+13 7.92914e+12 1.88627e+13 1.59599e+13 1.63826e+13 2.43637e+13 2.78888e+13 2.30056e+13 1.80399e+13
threshold=142.05000000000004 38.97264950000001 21.500000000000004 30.277905650000005 10.500000000000002 59.882709350000006 15.500000000000002 149.05000000000004 189.00000000000003 24.500000000000004 37.858952300000006 38.948208550000011 156.15000000000003 15.500000000000002 45.040161900000008 156.15000000000003 23.500000000000004 149.05000000000004 20.500000000000004 21.500000000000004 56.02161850000001 168.45000000000002 10.500000000000002 11.500000000000002 4.5000000000000009 55.737027400000009 168.45000000000002 12.500000000000002 14.500000000000002 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 12 -8 10 14 -9 -12 -6 -7 -10 16 -5 -18 22 20 21 -20 -3 -24 25 -25 27 -27 -29 -28
right_child=1 18 3 4 5 13 7 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=2.3353698145058841 2795.9353263596254 -995.98626316604702 -66236.500426136365 -86904.319365530304 5416.8752560499242 1528.7270380434784 -98426.580502464669 -27639.285877403847 -25904.211049107143 9085.7477016715111 84258.292626953131 -8484.876373487903 77268.193945312509 75678.441500000001 -97688.815340909103 4248.1254545454549 35146.688392857141 -66215.309602864596 167521.90953776042 2124.1829122241656 -14320.925577445652 3089.0700407608697 -74736.35729166666 -20330.876079138005 10059.414811676625 61491.829427083343 130853.3703125 -92823.97314453125 -5046.1650359721134 25527.7334220097
leaf_weight=4053505 4954 12084 22 33 41 23 21 26 28 43 32 31 20 25 22 55 35 30 24 1157 46 23 42 804 408 36 20 48 79 87
leaf_count=4053505 4954 12084 22 33 41 23 21 26 28 43 32 31 20 25 22 55 35 30 24 1157 46 23 42 804 408 36 20 48 79 87
internal_value=0 -466.35 1812.5 -8191.53 -5445.32 2751.43 -4048.01 -13971.1 -4226.22 -26707.4 19265.3 38622.8 28974.7 40148.4 -57489.4 -22160.3 -36981.3 -11635.8 -1300.86 4712.39 36912 87054.8 -1853.23 -8650.41 -6777.53 -13173.7 8138.85 -16199.3 -38222 45214.8
internal_weight=0 20299 5441 487 465 312 264 203 182 93 89 63 61 48 50 153 98 65 14858 1250 93 47 13608 1524 1482 1074 270 163 127 107
internal_count=4073804 20299 5441 487 465 312 264 203 182 93 89 63 61 48 50 153 98 65 14858 1250 93 47 13608 1524 1482 1074 270 163 127 107
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=31
num_cat=0
split_feature=6 0 0 0 2 4 1 0 1 4 6 0 4 4 4 6 4 0 1 0 6 4 4 3 0 6 4 3 1 3
split_gain=4.24809e+11 3.23842e+12 8.70658e+12 7.67616e+12 7.40444e+12 1.14995e+13 2.30211e+13 1.28501e+13 1.08989e+13 2.54817e+13 2.00891e+13 3.66592e+13 2.44437e+13 2.02473e+13 1.87793e+13 2.2045e+13 1.96788e+13 2.56249e+13 1.83304e+13 1.77926e+13 2.12131e+13 2.00147e+13 3.57216e+13 2.14225e+13 2.02637e+13 1.88645e+13 2.23746e+13 5.54136e+13 1.74568e+13 1.97524e+13
threshold=41.505000000000003 59.882709350000006 60.002985000000002 57.14107305000001 3338.0000000000005 9.5000000000000018 30.624707450000006 59.933037250000005 30.410676000000006 26.500000000000004 35.305000000000007 59.990753350000013 12.500000000000002 11.500000000000002 20.500000000000004 36.005000000000003 24.500000000000004 59.91832440000001 30.323041000000003 59.933037250000005 39.995000000000012 9.5000000000000018 10.500000000000002 6.5000000000000009 59.950512650000007 39.505000000000003 9.5000000000000018 6.5000000000000009 30.370944000000005 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 4 -1 8 6 -6 -7 14 10 -10 13 -13 -12 15 -3 17 18 -16 28 25 -22 23 -23 -25 -21 27 -27 29 -17
right_child=-2 2 -4 -5 5 7 -8 -9 9 -11 11 12 -14 -15 16 19 -18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=79.187047589138075 -22.169575921724768 252.82268878827477 -267.47979431360642 -812.02421988941978 31368.015880312712 5629.3339805366268 1665.5532825375078 -9876.8302809657835 2798.7081682557437 -50193.692470843976 -22722.386425000332 -17318.721088005517 84689.08762335527 -3517.5523209008011 -23298.659186765723 16898.477376285027 3647.4423442368752 -5149.9230264077678 -83353.237735615083 6158.5435340266577 -22251.992044101218 13724.749840856481 -2589.0884641966186 132588.05147879463 18877.235717529296 20982.609213654894 18077.839371902592 220364.79335937501 39125.017550537108 -4178.1757754284945
leaf_weight=1094093 2768799 10157 56246 106010 460 2739 603 664 8637 104 594 34 76 7241 263 1670 2474 2581 63 6416 451 81 1998 42 25 46 361 20 250 606
leaf_count=1094093 2768799 10157 56246 106010 460 2739 603 664 8637 104 594 34 76 7241 263 1670 2474 2581 63 6416 451 81 1998 42 25 46 361 20 250 606
internal_value=0 47.0367 579.853 0.462716 1559.36 5439.8 14518.9 2603.74 1167.19 -849.087 -539.604 -4168.68 53159.4 -4973.54 2390.42 3679.12 -2907.82 -8486.67 -34904.3 6587.43 4592.74 -3102.16 922.337 48326.6 90158.6 7513.05 27865.6 81401.5 14041.9 11286.7
internal_weight=0 1.305e+06 104902 1.2001e+06 48656 4466 1063 3403 44190 16686 16582 7945 110 7835 27504 22123 5381 2907 326 11966 9440 2597 2146 148 67 6843 427 66 2526 2276
internal_count=4073804 1305005 104902 1200103 48656 4466 1063 3403 44190 16686 16582 7945 110 7835 27504 22123 5381 2907 326 11966 9440 2597 2146 148 67 6843 427 66 2526 2276
is_linear=0
shrinkage=0.1


Tree=3669
num_leaves=31
num_cat=0
split_feature=4 6 5 2 0 1 6 0 6 6 4 1 0 1 0 0 6 1 1 0 1 0 0 5 1 5 4 0 3 6
split_gain=4.17957e+11 3.30525e+12 9.57292e+12 2.07477e+13 2.72452e+13 8.07829e+13 8.12779e+13 2.33749e+13 2.28046e+13 3.10918e+13 2.26542e+13 2.25215e+13 2.17208e+13 2.88861e+13 2.98711e+13 2.2444e+13 3.7398e+13 4.66163e+13 5.66887e+13 4.72735e+13 6.46226e+13 3.6365e+13 2.46529e+13 2.52718e+13 2.83082e+13 2.48576e+13 2.1355e+13 2.13129e+13 2.28512e+13 3.23172e+13
threshold=5.5000000000000009 47.005000000000003 2.5000000000000004 2851.5000000000005 44.046956350000009 40.024897700000004 50.010000000000012 45.036141150000006 106.49500000000002 100.05000000000001 1.5000000000000002 39.735861600000007 60.064438250000002 30.084656550000002 59.864072000000007 55.866549750000011 69.015000000000015 30.205407000000005 30.410676000000006 59.963561900000009 30.330566300000005 59.990753350000013 60.028671700000011 1.5000000000000002 40.024897700000004 1.5000000000000002 3.5000000000000004 55.850146250000009 1.5000000000000002 57.410000000000004
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 4 5 8 -7 -5 9 10 -3 -10 13 14 -6 27 22 -18 19 -19 21 -21 23 -17 -25 -24 -14 -15 -29 -30
right_child=-2 2 -4 7 12 6 -8 -9 11 -11 -12 -13 26 15 -16 16 17 18 -20 20 -22 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-92.975541962091384 -20.028536197472935 -79123.494732862921 -123.4498446818486 -4137.1271045298299 -45145.786155972084 203060.44358108111 40846.370182987972 407.82097724176271 6358.3973379629633 -118827.94417968752 6624.3744729091013 135519.51736111109 -19378.127246577198 525.00772148083922 -5533.7094617350049 -5256.184967066607 54313.065174397154 -24752.501735547321 7428.8136206094168 83658.629655761717 -145343.70364583333 7446.442984686958 74554.935639880947 8161.1458088146601 -2946.1869904134333 -40127.9738255415 31858.991729707126 27600.777362615412 -3289.8244832356777 -73398.53040412729
leaf_weight=665601 2928705 31 281431 12761 253 37 187 99930 27 20 5045 27 101 51309 769 1908 127 1761 1527 80 24 288 21 18274 2624 189 418 66 132 131
leaf_count=665601 2928705 31 281431 12761 253 37 187 99930 27 20 5045 27 101 51309 769 1908 127 1761 1527 80 24 288 21 18274 2624 189 418 66 132 131
internal_value=0 51.225 251.393 784.002 1959.86 8852.4 67640.7 -106.844 6295.4 5610.4 6100.7 70939 1496.87 1363.72 -15339.8 1581.29 3927.97 -5253.11 -7308.79 -17761.3 13645.5 24014.3 5446.59 5760.64 6766.48 -28659.7 21888 362.326 -25008.6 -38210.9
internal_weight=0 1.1451e+06 479498 198067 85376 5374 224 112691 5150 5096 5076 54 80002 79483 1022 78461 26823 3807 3680 2153 392 368 23016 22806 20898 210 519 51638 329 263
internal_count=4073804 1145099 479498 198067 85376 5374 224 112691 5150 5096 5076 54 80002 79483 1022 78461 26823 3807 3680 2153 392 368 23016 22806 20898 210 519 51638 329 263
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=31
num_cat=0
split_feature=2 0 1 6 6 6 5 6 1 1 2 6 0 5 0 6 3 3 4 6 1 0 0 6 6 4 6 6 7 6
split_gain=4.56019e+11 2.59327e+12 8.04379e+12 2.81127e+12 5.15076e+12 7.5225e+12 9.65789e+12 4.9472e+12 2.5314e+12 9.36045e+12 1.14142e+13 2.06491e+13 1.10229e+13 1.02937e+13 9.57882e+12 8.25885e+12 1.21608e+13 2.22897e+13 1.01982e+13 1.34298e+13 8.08338e+12 4.45911e+13 3.71739e+13 5.0035e+13 2.68364e+13 1.82723e+13 1.68979e+13 1.3663e+13 1.2935e+13 1.11031e+13
threshold=3338.0000000000005 61.686687400000004 65.593879100000024 37.995000000000012 46.010000000000012 55.015000000000008 2.5000000000000004 68.00500000000001 45.71452080000001 47.386825600000002 4829.0000000000009 65.00500000000001 48.179569850000007 2.5000000000000004 48.179569850000007 99.050000000000011 3.5000000000000004 4.5000000000000009 9.5000000000000018 64.405000000000015 45.126607350000008 54.188398350000007 53.888505650000006 89.00500000000001 88.00500000000001 14.500000000000002 55.015000000000008 63.855000000000011 6.0000000000000009 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 -6 -7 -8 20 10 12 14 15 -14 -12 18 -17 -18 -10 -20 -2 22 -22 24 26 -25 29 -23 -28 -24
right_child=8 2 3 4 5 6 7 -9 9 -11 11 -13 13 -15 -16 16 17 -19 19 -21 21 27 23 25 -26 -27 28 -29 -30 -31
leaf_value=-26.919592986623286 197.26969638510457 21623.352646852891 6342.6909062500008 -71885.111442057285 32712.564015997028 -83938.294253305299 29687.872499999998 -37039.014437500002 -2354.6150743445942 2.5557257218949356 -65761.888200431044 -55277.443958949181 14439.707907744987 93005.699255952379 -7244.4348556016375 -4031.8882747395833 -136991.98763586956 -15513.503702059659 -23964.782929687499 78758.118956473219 -35943.949813179344 -830.31137633016249 5711.6158022858435 66522.726135560617 -74708.630568910259 -17196.77272949219 18547.707197515843 -12246.812080728952 -6473.3952472555229 -27208.146420200894
leaf_weight=2406093 215429 53 25 24 21 26 20 25 1682 1435119 29 111 81 21 790 120 23 44 20 35 184 5832 4226 199 39 30 1888 1278 232 105
leaf_count=2406093 215429 53 25 24 21 26 20 25 1682 1435119 29 111 81 21 790 120 23 44 20 35 184 5832 4226 199 39 30 1888 1278 232 105
internal_value=0 -27.8518 -11589.1 -24073.2 -30628.4 -19865.8 -35417.1 -7382.62 40.1911 -9.02314 -5630.49 -14802.1 -1420.4 30615.1 -9316.48 -3118.74 -23086.8 -57215.1 -969.041 41404.3 348.651 2675.92 8400.91 9615.29 7994.31 55555.1 8494.29 -2882.39 15809.5 4913.51
internal_weight=0 2.40629e+06 194 141 116 92 71 45 1.66752e+06 1.43808e+06 2956 930 2026 102 819 1924 187 67 1737 55 229442 14013 6903 6719 6490 229 6451 7110 2120 4331
internal_count=4073804 2406287 194 141 116 92 71 45 1667517 1438075 2956 930 2026 102 819 1924 187 67 1737 55 229442 14013 6903 6719 6490 229 6451 7110 2120 4331
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=31
num_cat=0
split_feature=4 5 6 7 0 0 4 0 0 6 0 0 6 1 1 6 7 6 0 0 6 5 4 2 1 0 6 6 0 1
split_gain=4.55151e+11 8.96191e+12 2.77109e+13 3.64403e+13 2.60557e+13 6.93871e+13 3.91908e+13 6.89184e+13 4.35631e+13 3.66355e+13 2.58867e+13 3.1201e+13 3.96391e+13 3.96792e+13 2.62167e+13 2.98168e+13 2.57933e+13 6.30688e+13 3.62663e+13 4.45624e+13 4.80887e+13 3.34105e+13 3.10974e+13 5.96366e+13 5.00981e+13 8.5821e+13 5.28948e+13 2.68483e+13 2.61306e+13 4.99632e+13
threshold=14.500000000000002 1.5000000000000002 43.205000000000005 6.0000000000000009 55.568628050000008 55.60524465000001 15.500000000000002 59.864072000000007 59.825842200000004 56.805000000000007 55.034466500000008 55.007293000000011 52.990000000000002 82.92647190000001 38.97264950000001 46.805000000000007 6.0000000000000009 54.010000000000012 56.228352100000002 57.15297970000001 43.905000000000008 2.5000000000000004 15.500000000000002 75.000000000000014 37.46219940000001 55.721784200000009 53.310000000000009 49.485000000000007 59.825842200000004 36.555998300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 -6 11 14 -13 -14 15 -5 17 18 22 -20 -21 -22 23 24 25 -3 -26 -23 29 -19
right_child=1 16 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 28 19 20 21 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-21.781032562711271 136.55460865557481 32103.282442079741 -2886.322401782536 -2523.7526497054487 32460.733425528942 -7155.6765610038874 2768.6202130362612 -62567.521328440023 121614.37420428242 167095.11382068452 -8313.0165174297053 9641.4152716643021 -29450.502825520834 102638.88607047872 -2811.2566033344729 21487.960660340555 -334.1731477941637 -11148.145042658818 -6545.9118785578703 -10371.278994277147 9914.1271701853711 25143.584369187127 5229.0099178593555 9051.8330955376168 23721.266000976564 290766.94130434783 147245.04387695313 -52275.916918472787 3166.4929342840401 185.03797646796022
leaf_weight=2859571 433996 29 77800 1049 538 974 25455 248 27 21 5008 749 30 94 12911 1020 322538 3952 6129 1681 6332 63 34863 1192 260 23 40 155 29217 247839
leaf_count=2859571 433996 29 77800 1049 538 974 25455 248 27 21 5008 749 30 94 12911 1020 322538 3952 6129 1681 6332 63 34863 1192 260 23 40 155 29217 247839
internal_value=0 51.2953 -242.388 -1548.41 614.534 2649.94 1920.03 -15374.5 -3682.36 37518.6 -2045.51 -65.5946 18311.5 70681.8 -1136.57 9313.82 302.611 921.666 4165.47 -90.2843 4716.73 8588.94 5844.06 19731.7 55897.6 146512 40191.1 -29902.4 335.64 7.15736
internal_weight=0 1.21423e+06 559920 125924 48124 27263 26704 1249 1001 559 20861 15853 873 124 14980 2069 654313 331775 50767 14360 8231 6550 36407 1544 352 52 300 218 281008 251791
internal_count=4073804 1214233 559920 125924 48124 27263 26704 1249 1001 559 20861 15853 873 124 14980 2069 654313 331775 50767 14360 8231 6550 36407 1544 352 52 300 218 281008 251791
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 1 0 5 0 4 6 6 6 1 6 6 6 4 6 6 6 6 4 5 6 1 7 0 6 4
split_gain=4.79012e+11 9.22219e+12 8.07633e+13 9.80147e+13 6.62788e+13 7.48277e+13 6.64595e+13 7.43945e+13 7.0242e+13 1.22387e+14 8.56833e+13 7.55561e+13 7.48693e+13 6.41677e+13 8.2814e+13 7.30323e+13 6.19203e+13 5.56527e+13 4.68433e+13 9.35103e+13 4.54258e+13 8.37428e+13 6.80826e+13 4.64839e+13 4.28001e+13 4.33214e+13 4.20826e+13 4.18211e+13 3.95573e+13 3.41567e+13
threshold=43.56803845000001 43.997056950000008 14.500000000000002 12.500000000000002 56.342669500000007 43.862029600000007 56.288960650000007 2.5000000000000004 56.324067350000007 11.500000000000002 120.05000000000001 118.04500000000002 120.05000000000001 43.932356550000009 118.04500000000002 76.605000000000004 81.705000000000013 7.5000000000000009 85.020000000000024 83.820000000000007 134.05000000000004 138.05000000000004 3.5000000000000004 3.5000000000000004 66.010000000000005 43.932356550000009 6.0000000000000009 56.342669500000007 102.04000000000001 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 28 -2 18 9 11 -10 17 -13 14 29 -15 -4 24 19 -8 23 -22 -23 -14 -9 -26 -25 -18 -6 -7
right_child=1 -3 16 -5 5 13 7 8 10 -11 -12 12 20 15 -16 -17 27 -19 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-33.999614273450426 1667.7207446001719 -3.6128419552678643 7324.5850365229853 -29650.25775608687 3609.661348318004 -23065.582188585071 -1450.4321433000346 -17217.724316349933 -32201.947367396191 182868.18903882577 -186482.14662162165 166965.73396381582 59664.231653225812 27041.352407432205 243848.42172619049 -66803.349769792723 52906.524140218098 -35124.957026223579 -62568.541531249997 196190.22447916667 239254.33269531254 -55631.702497632585 76876.27486909907 -167227.32350852274 -25975.59916815396 39250.051942845392 -548.55569196428576 12644.303401041996 138089.77620738637 48939.447829341771
leaf_weight=2054252 35191 1957025 6498 1100 3793 72 9426 867 1329 33 37 38 31 279 21 118 540 986 125 24 20 66 94 33 145 342 28 494 22 775
leaf_count=2054252 35191 1957025 6498 1100 3793 72 9426 867 1329 33 37 38 31 279 21 118 540 986 125 24 20 66 94 33 145 342 28 494 22 775
internal_value=0 34.5838 1230.1 -99.9504 503.173 11373.9 -628.102 -6558.25 -17921.8 -8523.7 -36380.8 -10907.1 35484.5 32450.5 47682.2 -852.035 10941.4 -17053 -1752.93 -948.488 17115.8 46332 22216.7 -40046.4 -3892.7 19829.7 -90719 33671 4385.17 42818.6
internal_weight=0 2.01955e+06 62527 54995 53895 5080 48815 13624 4049 2683 1366 2650 310 1265 868 397 7532 2340 9575 9450 272 180 160 92 1354 487 61 1034 3815 847
internal_count=4073804 2019552 62527 54995 53895 5080 48815 13624 4049 2683 1366 2650 310 1265 868 397 7532 2340 9575 9450 272 180 160 92 1354 487 61 1034 3815 847
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=31
num_cat=0
split_feature=0 0 6 5 6 5 1 1 1 7 0 4 1 6 1 7 1 1 1 1 7 4 4 3 0 1 3 1 1 1
split_gain=4.78737e+11 1.48601e+13 3.54559e+13 9.02955e+13 7.65847e+13 6.30154e+13 6.10204e+13 1.81575e+14 1.18001e+14 9.56611e+13 8.34594e+13 7.32417e+13 5.76297e+13 5.63931e+13 6.40859e+13 6.0672e+13 5.2009e+13 4.8155e+13 9.12182e+13 8.33805e+13 4.47615e+13 4.1124e+13 5.635e+13 9.67824e+13 8.37045e+13 4.16919e+13 3.95415e+13 3.91595e+13 6.22674e+13 4.1895e+13
threshold=55.801384500000005 55.783232450000007 52.330000000000005 1.5000000000000002 46.420000000000009 2.5000000000000004 37.503969450000007 37.543519500000009 37.46219940000001 6.0000000000000009 55.79439725000001 24.500000000000004 49.195555600000006 75.010000000000005 38.782330450000011 6.0000000000000009 37.534144550000008 37.586700500000006 37.517483500000004 37.631035900000008 6.0000000000000009 5.5000000000000009 17.500000000000004 3.5000000000000004 55.79439725000001 37.488790500000007 4.5000000000000009 37.46219940000001 37.517483500000004 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 16 11 -4 27 14 -7 26 -8 18 -17 -19 -5 25 23 -23 -25 -10 -15 -6 -29 -30
right_child=-2 2 5 20 12 13 7 -9 21 -11 -12 -13 -14 15 -16 17 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-7.3786628787154189 -46.33113450030671 1589.7058534402736 58517.340750740404 -4328.1474702708056 89792.587435963113 4892.8474363597315 84838.45189544883 10118.699067190091 91210.765862771746 194875.38727678571 -20539.145582798548 253655.06647727272 -24865.998631039412 -14132.584222533165 -17282.666512781409 32581.323504231772 -44877.266576522437 -131356.55060096155 196673.38963414636 16170.433556520809 -19899.846749021966 -261281.10725806456 -32556.650582443122 -130350.78415464744 117282.0212797619 -73684.224354619568 8293.537568087766 -95840.705828536185 125743.10158691407 29661.486118522062
leaf_weight=2583509 1441226 16887 153 6111 122 2237 149 10003 46 70 140 22 179 1563 3122 195 39 39 41 2168 2645 31 524 39 21 23 1582 38 48 832
leaf_count=2583509 1441226 16887 153 6111 122 2237 149 10003 46 70 140 22 179 1563 3122 195 39 39 41 2168 2645 31 524 39 21 23 1582 38 48 832
internal_value=0 25.3643 1749.3 -694.784 3337.08 4705.71 9958.1 12255.1 -13634.7 95085.2 37009.8 83048.9 27543.7 -696.855 -8025.97 6331.91 57929.3 18154.5 61088.8 13563.5 -9032.02 -36957.9 -45171 -117807 -43679.3 36245.8 -2851.78 36564.2 29490.3 34902.3
internal_weight=0 2.63258e+06 49069 26862 18106 22207 11260 10261 999 258 315 175 1219 10947 5359 5588 188 2443 236 2207 8756 684 615 91 60 69 3145 1040 918 880
internal_count=4073804 2632578 49069 26862 18106 22207 11260 10261 999 258 315 175 1219 10947 5359 5588 188 2443 236 2207 8756 684 615 91 60 69 3145 1040 918 880
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 4 6 4 1 6 6 6 4 6 4 4 6 2 6 6 0 0 6 2 1 0 6 6 0
split_gain=4.90782e+11 2.53678e+12 1.74435e+13 3.03335e+13 4.32538e+13 1.57926e+13 1.33803e+13 1.13389e+13 1.13189e+13 1.17087e+13 9.58604e+12 8.34322e+12 8.06715e+12 7.97552e+12 7.84176e+12 7.20289e+12 6.8963e+12 7.10099e+12 6.60317e+12 7.3773e+12 8.01296e+12 6.11904e+12 8.47129e+12 5.67986e+12 5.66594e+12 4.99841e+12 2.42762e+13 3.95477e+13 2.63947e+13 2.58044e+13
threshold=3338.0000000000005 86.169282750000022 55.60524465000001 54.188398350000007 53.888505650000006 55.390026600000006 5.5000000000000009 83.010000000000005 13.500000000000002 91.443676550000006 79.015000000000015 48.025000000000013 74.015000000000015 14.500000000000002 56.805000000000007 3.5000000000000004 9.5000000000000018 168.45000000000002 2851.5000000000005 67.00500000000001 69.605000000000004 55.579943700000008 55.462387050000011 34.310000000000009 2851.5000000000005 56.128886000000001 55.173955500000005 50.410000000000004 100.05000000000001 54.188398350000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 13 11 21 16 14 24 -6 15 -5 -10 -4 17 -3 19 -18 -21 22 -7 -17 -8 -1 27 -27 29 -29
right_child=-2 2 12 5 6 7 10 -9 9 -11 -12 -13 -14 -15 -16 23 18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-24.668842291349382 41.694896013528307 1150.587570417011 13207.823322792661 8394.7930096739947 -15873.365644211066 26723.930838351778 -49062.977929687506 86425.607111672798 17864.702396787448 -2568.4326727098037 -56705.067745535722 -40034.653026264583 -46343.303432341549 -15568.792688327365 54358.170481478228 6280.7617568097803 3289.9510274574977 -54449.484748641313 -21707.927224392362 -42081.544150270063 -6673.8034404490263 66938.463749999995 -31514.902949892243 -15581.693842795181 1127.4299160749554 -479.53205865029463 249.21735582099902 2101.4127815523298 -99029.933693910265 -22462.788296031256
leaf_weight=2355136 1667517 17841 126 3910 244 180 24 34 174 186 35 345 62 144 89 140 660 23 234 81 303 30 29 786 358 3485 19374 579 39 1636
leaf_count=2355136 1667517 17841 126 3910 244 180 24 34 174 186 35 345 62 144 89 140 660 23 234 81 303 30 29 786 358 3485 19374 579 39 1636
internal_value=0 -28.8939 952.798 1500 -98.9843 9111.33 -20321.7 32391.9 939.454 16633.9 -6615.27 -30025.6 -11289.9 7543.6 30214.2 -9224.07 571.322 1079 -6525.08 -3122.03 -14142.6 24705.1 18642.9 -12276.4 -2025.89 -39.6328 -1442.97 -7155.56 -17477.6 -16041.7
internal_weight=0 2.40629e+06 26038 24924 20597 4327 1006 273 19591 449 417 589 1114 4054 263 1052 19142 17864 1278 1044 384 239 209 926 382 2.38025e+06 25113 5739 2254 2215
internal_count=4073804 2406287 26038 24924 20597 4327 1006 273 19591 449 417 589 1114 4054 263 1052 19142 17864 1278 1044 384 239 209 926 382 2380249 25113 5739 2254 2215
is_linear=0
shrinkage=0.1


Tree=3675
num_leaves=31
num_cat=0
split_feature=4 3 2 1 7 6 0 4 6 0 6 0 0 6 1 0 0 0 0 1 6 6 6 6 0 1 4 6 1 0
split_gain=4.46228e+11 2.94975e+12 2.89834e+12 7.82396e+12 2.17794e+13 2.15472e+13 1.11565e+13 8.51161e+12 7.59797e+12 1.74732e+13 1.08022e+13 2.55879e+13 3.03175e+13 1.73432e+13 2.09725e+13 1.37275e+13 2.00727e+13 3.00386e+13 1.73578e+13 2.15659e+13 1.24952e+13 1.60823e+13 1.33567e+13 1.2156e+13 1.07885e+13 1.0519e+13 2.04041e+13 1.4058e+13 1.595e+13 1.74976e+13
threshold=3.5000000000000004 7.5000000000000009 2421.5000000000005 36.049731800000011 6.0000000000000009 44.820000000000007 56.006509350000009 2.5000000000000004 77.565000000000012 55.554045200000012 103.03500000000001 55.633951400000008 55.622114900000007 106.49500000000002 37.131181300000009 55.649510000000014 55.753967500000009 55.82518790000001 55.922096200000006 37.543519500000009 128.05000000000004 189.00000000000003 112.00500000000001 100.05000000000001 55.806294650000005 37.843405600000004 2.5000000000000004 26.495000000000001 37.755233900000007 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 25 -10 11 12 -11 -12 -15 -16 -17 -18 19 -19 22 -22 -20 24 -13 27 -27 -5 -29 -30
right_child=-2 -3 -4 8 5 -7 -8 -9 9 10 13 23 -14 14 15 16 17 18 20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-11456.514738758799 -8.210005204377044 27632.905488782053 268.39044036800283 -22698.187507405215 -20019.946805175783 102275.87213924632 1137.6833305027174 -34505.54511955972 4258.225202225789 -33075.727234497077 69284.62495404412 8596.3353375470197 -153978.0193638393 -77861.675889756953 47162.05417351974 -82556.588079637091 87218.494921875012 1585.1965715680806 -22300.464492187501 -123672.41793981481 -45518.287869262698 39587.088648897065 79623.712507459859 -75564.65247395834 -17099.043812818003 1758.4432978349128 -4705.9622339836815 2298.4131198400319 35165.969741562993 326.06134293124705
leaf_weight=456 3837650 39 203799 211 25 34 414 247 1010 80 34 216 28 36 57 31 36 28 20 27 64 34 36 30 671 10323 9265 8321 319 263
leaf_count=456 3837650 39 203799 211 25 34 414 247 1010 80 34 216 28 36 57 31 36 28 20 27 64 34 36 30 671 10323 9265 8321 319 263
internal_value=0 133.418 128.875 -750.968 -8757.79 50455.6 -11885.4 -19554.8 -448.59 -5808.14 -12927.9 -18381.5 -64420.8 942.855 -5354.22 2484.43 -6742.48 2850.33 -11682 -59904.9 5540.49 -15991.9 43222.2 -12959.2 -10841.8 6.65969 -1299.18 2813.2 3417.81 19422.2
internal_weight=0 236154 236115 32316 1176 59 1117 703 31140 2438 1428 1025 108 403 369 333 276 245 209 55 154 98 56 917 887 28702 19588 9114 8903 582
internal_count=4073804 236154 236115 32316 1176 59 1117 703 31140 2438 1428 1025 108 403 369 333 276 245 209 55 154 98 56 917 887 28702 19588 9114 8903 582
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=31
num_cat=0
split_feature=6 4 4 6 4 3 6 0 0 4 1 1 1 1 1 3 6 1 7 4 1 0 6 6 6 3 0 4 6 1
split_gain=4.15158e+11 3.52254e+12 1.20616e+13 1.62649e+13 8.06094e+12 1.04472e+13 1.21804e+13 8.01249e+12 1.48659e+13 1.31582e+13 7.68144e+12 1.05705e+13 7.44466e+12 6.9512e+12 1.19676e+13 6.3742e+12 6.16338e+12 5.61629e+12 1.24746e+13 7.39813e+12 4.50152e+12 4.49841e+12 3.97505e+12 3.58862e+12 3.48788e+12 4.47991e+12 3.48729e+12 1.60762e+13 8.42238e+12 1.25849e+13
threshold=34.010000000000012 30.500000000000004 31.500000000000004 24.030000000000005 27.500000000000004 6.5000000000000009 21.020000000000003 55.812023600000011 55.858844800000007 29.500000000000004 37.401708450000008 37.488790500000007 38.166910000000009 37.401708450000008 37.517483500000004 12.500000000000002 32.515000000000008 37.755233900000007 6.0000000000000009 29.500000000000004 37.702956500000006 55.834019500000004 33.585000000000008 32.805000000000007 31.410000000000004 17.500000000000004 44.046956350000009 22.500000000000004 30.025000000000002 40.965343750000009
decision_type=2 2 2 2 2 2 2 2 2 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 26 10 -7 17 9 -9 -6 -12 16 15 21 -4 20 18 -8 -20 -5 -15 23 -17 -10 -26 27 28 -1 -30
right_child=-2 2 13 12 5 6 7 8 24 -11 11 -13 -14 14 -16 22 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-628.03486088429963 -12.626421393024827 -32013.041590073532 18922.954032566235 14319.043097098216 11246.490025111607 -64783.289177876133 27899.645461309527 119725.44918478263 37293.347558593749 8819.9048144531243 -95852.644979858407 -27725.477677511866 -734.26909877232151 20683.648593325408 851.98647528002357 -43010.786792652034 90245.310119298985 -2141.092892123685 -101706.7121875 -20108.1749609375 64346.779622835726 59616.502952575684 -55367.904643397174 -7089.9045567103794 -32095.704336825289 11259.583650090144 37.18005314212072 75950.027047413794 7611.6198650520128 -1286.5904953636534
leaf_weight=8675 3522711 34 46 35 28 31 21 23 20 20 32 79 28 115 992 37 37 202 25 20 37 40 31 112 44 52 533594 29 4029 2625
leaf_count=8675 3522711 34 46 35 28 31 21 23 20 20 32 79 28 115 992 37 37 202 25 20 37 40 31 112 44 52 533594 29 4029 2625
internal_value=0 80.711 4850.46 29895.2 67.31 -11546.4 -4258.7 135.359 17919.7 68141.5 -35559 -47365.7 45259.2 1731.27 4889.67 -14298.3 57074.1 -10415.8 -35741.5 -65440.7 40027.7 30730.8 -22788.2 -16009.9 -696.946 -8611.59 79.9402 1565.59 1424.86 4101.28
internal_weight=0 551093 1544 171 549549 597 458 427 159 43 139 111 137 1373 1147 226 109 268 66 45 72 155 180 149 116 96 548952 15358 15329 6654
internal_count=4073804 551093 1544 171 549549 597 458 427 159 43 139 111 137 1373 1147 226 109 268 66 45 72 155 180 149 116 96 548952 15358 15329 6654
is_linear=0
shrinkage=0.1


Tree=3677
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 4 6 6 1 6 6 5 6 6 6 1 1 6 6 1 6 6 4 3 6 6 1 4 3 3
split_gain=4.40509e+11 7.69565e+12 2.95129e+13 1.05884e+14 3.63906e+13 3.18067e+13 2.26565e+13 1.83731e+13 2.19492e+13 2.86022e+13 1.72724e+13 2.74295e+13 3.88622e+13 2.63989e+13 2.34777e+13 1.54901e+13 1.43917e+13 1.97814e+13 2.54138e+13 1.77291e+13 1.54122e+13 1.43566e+13 1.38603e+13 1.38563e+13 3.30935e+13 3.36102e+13 2.69989e+13 1.29043e+13 1.24205e+13 1.19231e+13
threshold=43.687280500000007 44.046956350000009 40.377616600000003 39.625203600000013 30.425000000000001 16.500000000000004 96.050000000000011 55.805000000000007 39.723160900000003 44.820000000000007 134.05000000000004 4.5000000000000009 149.05000000000004 108.05000000000001 98.020000000000024 39.689978950000004 39.366401150000009 61.805000000000007 59.025000000000013 39.231261550000006 76.00500000000001 66.50500000000001 2.5000000000000004 2.5000000000000004 75.010000000000005 65.805000000000021 39.723160900000003 8.5000000000000018 2.5000000000000004 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 -5 16 7 8 15 28 13 12 -12 14 29 -6 19 18 22 21 -19 -2 -18 26 25 -25 -9 -24 -10 -4
right_child=1 -3 10 4 6 -7 -8 23 9 -11 11 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-211.84604441538414 -10537.476856227566 -3.812753213024906 84.806562249023798 -12118.077674788137 47098.673477711396 115911.35875 -29918.645742187498 152699.80738636365 108313.75156250001 175785.6930121528 159197.76034482761 -39523.738365709462 23613.506951121795 -30178.337831339806 29605.867764461742 -51755.118994140626 54151.808516199446 -77217.459559308991 105567.0992373512 10544.377592604345 -2912.6184442934787 -89896.151171875012 -16578.976413665609 106198.79982489225 59441.699052734373 264419.50649804686 11327.194084821429 65865.97265625 11311.452604166669 -55291.56856971154
leaf_weight=95846 185 3961675 12773 59 51 25 20 22 22 27 29 37 78 286 272 23 34 71 21 1581 46 26 374 29 40 25 35 20 33 39
leaf_count=95846 185 3961675 12773 59 51 25 20 22 22 27 29 37 78 286 272 23 34 71 21 1581 46 26 374 29 40 25 35 20 33 39
internal_value=0 5.10428 2174.63 11579.9 60167.1 3709.67 73209.3 79927.8 55859.4 91492.6 247.511 34695.9 60360.6 -123.511 533.45 16373.8 2520.09 -11380.9 -1837.74 6910.67 -48003.6 -20316.3 -7107.61 104793 128382 179449 65892.1 -12394 50112.4 -83.7603
internal_weight=0 3.97796e+06 16283 2769 386 2383 327 307 156 82 13514 144 107 13370 13084 74 2358 566 449 1792 117 211 428 151 94 54 57 394 55 12812
internal_count=4073804 3977958 16283 2769 386 2383 327 307 156 82 13514 144 107 13370 13084 74 2358 566 449 1792 117 211 428 151 94 54 57 394 55 12812
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=31
num_cat=0
split_feature=0 3 6 6 6 5 4 5 5 4 0 6 3 4 6 7 5 6 1 1 4 3 6 4 0 5 4 6 3 6
split_gain=4.40495e+11 2.93805e+12 5.69929e+12 1.49947e+13 1.19531e+13 1.59501e+13 2.4645e+13 1.27586e+13 1.13787e+13 9.55903e+12 8.53461e+12 6.1917e+12 1.10607e+13 1.27902e+13 1.1809e+13 1.09985e+13 1.04585e+13 7.04898e+12 1.2394e+13 6.32963e+12 6.07878e+12 5.96521e+12 5.79084e+12 6.17194e+12 7.21183e+12 5.516e+12 5.35514e+12 5.12375e+12 5.09343e+12 1.61994e+13
threshold=43.051287600000009 4.5000000000000009 149.05000000000004 168.45000000000002 189.00000000000003 3.5000000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 16.500000000000004 42.965693300000005 73.00500000000001 3.5000000000000004 9.5000000000000018 128.05000000000004 6.0000000000000009 3.5000000000000004 78.605000000000004 47.899251850000006 47.386825600000002 2.5000000000000004 3.5000000000000004 70.00500000000001 7.5000000000000009 42.965693300000005 5.5000000000000009 14.500000000000002 76.00500000000001 1.5000000000000002 130.05000000000004
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 9 8 -5 10 7 -7 -4 11 -6 15 17 14 -14 19 -15 18 20 -1 -13 -10 -21 -24 -25 -3 28 -22 29 -19
right_child=-2 25 3 4 5 6 -8 -9 21 -11 -12 12 13 16 -16 -17 -18 26 -20 22 27 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-2128.2440779231779 -2.8807651520977591 1489.3782047524621 85796.015995065798 -52394.732636242377 1928.0734480574324 53046.134105603443 125261.38192934783 -37242.718083639709 35931.164454752601 -37419.989354093312 -72015.290755208334 40395.549925595238 -7343.1830959198232 -22788.05704839321 51978.657433035718 -4673.5923425600722 -93778.3512784091 -8178.7570930945549 38362.931644454657 3558.5061100530784 -8887.2026386335783 -24942.952272727274 6322.4315454420703 24071.984448396706 88809.861301491488 -40737.558518145168 -42936.847714120377 -27806.520615528818 4319.5415257028872 64495.262463378909
leaf_weight=2135 4042776 14677 38 41 37 29 23 34 60 71 27 21 814 366 35 2846 22 739 51 5751 510 22 153 79 22 31 27 199 2136 32
leaf_count=2135 4042776 14677 38 41 37 29 23 34 60 71 27 21 814 366 35 2846 22 739 51 5751 510 22 153 79 22 31 27 199 2136 32
internal_value=0 375.347 -548.435 12859.2 -4545.35 8533.49 36663.9 4318.82 40561.4 -808.9 -29266.8 -645.806 -3581.55 -11771.7 -4897.64 677.495 -26813.3 -854.418 -9297.25 2548.4 -12626.9 19599.1 4211.12 18987.5 38173.3 1400.38 1392.98 -14197.4 1804.71 -5162.46
internal_weight=0 31028 16320 311 191 150 86 63 120 16009 64 15938 4952 1237 849 10986 388 3715 781 8140 730 82 6005 254 101 14708 2934 709 2907 771
internal_count=4073804 31028 16320 311 191 150 86 63 120 16009 64 15938 4952 1237 849 10986 388 3715 781 8140 730 82 6005 254 101 14708 2934 709 2907 771
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=31
num_cat=0
split_feature=2 4 5 3 6 6 4 0 1 4 4 3 5 6 4 5 6 6 6 3 7 6 6 5 4 1 3 0 3 6
split_gain=5.0946e+11 9.79106e+11 1.612e+12 1.70979e+12 6.4272e+12 7.40636e+12 7.82947e+12 3.82837e+12 3.61825e+12 3.02467e+12 8.13108e+12 4.40481e+12 9.94138e+12 4.07565e+12 2.70651e+12 2.4907e+12 3.67455e+12 3.43149e+12 7.9177e+12 2.45153e+12 2.42058e+12 3.2568e+12 5.87211e+12 7.06151e+12 1.49018e+13 6.83371e+12 6.56891e+12 5.22169e+12 4.67467e+12 3.62267e+12
threshold=11703.500000000002 2.5000000000000004 5.5000000000000009 2.5000000000000004 110.01500000000001 91.02500000000002 8.5000000000000018 43.6005307 43.932356550000009 8.5000000000000018 9.5000000000000018 1.5000000000000002 3.5000000000000004 120.05000000000001 7.5000000000000009 3.5000000000000004 67.00500000000001 75.605000000000004 77.565000000000012 1.5000000000000002 6.0000000000000009 64.805000000000021 105.00500000000001 3.5000000000000004 5.5000000000000009 44.064675150000006 5.5000000000000009 63.565651350000003 4.5000000000000009 62.375000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 11 -11 13 -13 -6 15 16 -10 -18 -19 -3 21 29 27 25 -25 -24 -26 -23 -27 -5
right_child=1 2 -4 20 9 6 -8 -9 14 10 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 24 26 28 -28 -29 -30 -31
leaf_value=-2.121875775004149 -2796.2855273316491 -43067.46401515152 22862.523792613636 -56.414714562622862 29296.282259114581 13116.623862416507 67616.501041666663 5863.7850076967579 -186.48373169187516 41413.205700231483 -42711.983027343755 -2872.2308129287348 -72094.491349674412 -28982.156949869794 -8291.5032363123864 -20932.049689889463 20892.582708471331 -42021.377481617645 11002.391986232851 -537.82475320567255 3061.692630470709 -6862.1962901276856 -6476.5355468750004 28458.207746887208 -64935.709169921873 61783.56258680555 -7259.3232171474365 18308.401053779071 20355.273627770468 11462.231996614133
leaf_weight=4059190 807 33 33 4944 24 131 33 1717 1260 27 20 41 42 24 318 47 183 34 164 23 2044 1979 54 64 40 45 39 86 69 289
leaf_count=4059190 807 33 33 4944 24 131 33 1717 1260 27 20 41 42 24 318 47 183 34 164 23 2044 1979 54 64 40 45 39 86 69 289
internal_value=0 589.373 787.26 734.372 2439.55 3278.64 24083.1 2375.78 -528.643 -16147.6 5615.25 -23955.7 -37900.4 157.063 171.253 1765.54 2415.62 11021 1897.3 -25599.9 6.40537 -814.334 -3884.65 8925.48 -7407.11 22827.6 -36462.6 -5813.93 36708.5 579.719
internal_weight=0 14614 13807 13774 4121 3943 164 3779 2062 178 47 131 83 48 2006 1688 1641 381 198 56 9653 7609 2376 311 143 168 79 2065 114 5233
internal_count=4073804 14614 13807 13774 4121 3943 164 3779 2062 178 47 131 83 48 2006 1688 1641 381 198 56 9653 7609 2376 311 143 168 79 2065 114 5233
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 4 6 6 5 6 5 4 6 6 4 4 3 6 3 4 6 0 6 6 4 7 5 5 3 6
split_gain=4.61045e+11 2.578e+12 2.43025e+12 3.0387e+12 2.4327e+12 3.61229e+12 2.37502e+12 5.51954e+12 1.69702e+13 5.4008e+12 3.12031e+12 2.87095e+12 2.40708e+12 1.78536e+13 7.0929e+12 4.75254e+12 9.22336e+12 6.59161e+12 6.50025e+12 8.04563e+12 7.22268e+12 3.27067e+12 9.05384e+12 3.5822e+12 2.40545e+12 3.25429e+12 2.35628e+12 2.02192e+12 2.39601e+12 1.71608e+12
threshold=13916.000000000002 14.500000000000002 9.5000000000000018 11.500000000000002 4.5000000000000009 4.5000000000000009 79.710000000000022 85.020000000000024 2.5000000000000004 76.605000000000004 3.5000000000000004 5.5000000000000009 92.02500000000002 95.045000000000016 5.5000000000000009 9.5000000000000018 8.5000000000000018 125.02000000000002 7.5000000000000009 8.5000000000000018 122.65000000000002 43.051287600000009 101.02000000000002 108.05000000000001 5.5000000000000009 6.0000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 19.050000000000004
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=-1 2 4 -4 29 -6 9 8 -8 10 -7 -10 14 -14 -9 18 17 -17 19 21 -21 22 -15 -23 25 -24 -26 -16 -29 -2
right_child=1 -3 3 -5 5 6 7 12 11 -11 -12 -13 13 15 27 16 -18 -19 -20 20 -22 23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.5620364021497291 17086.268429129464 29511.157031250001 -29498.475042935079 7812.5937667410726 -31820.479040948281 2370.2684887946939 103989.15073242188 31846.877136948533 37480.748790922626 -31842.496235988452 37920.411191406252 -6712.2979253029334 78180.82568933825 60391.097994290867 -40554.351704799104 13145.334114583335 -21368.067731584822 86515.284625 35495.399746621624 -8505.0989130434791 -88650.775301846603 -54206.233407738095 41660.50654761905 -1676.2387752757354 2826.8006835937504 -8133.6446428571435 -35365.451707589287 13912.885026041666 -28173.22142137097 -502.36767780468682
leaf_weight=4065040 56 31 58 35 29 1989 24 34 21 46 25 49 34 26 35 24 28 25 37 23 22 21 21 34 30 35 35 24 31 5882
leaf_count=4065040 56 31 58 35 29 1989 24 34 21 46 25 49 34 26 35 24 28 25 37 23 22 21 21 34 30 35 35 24 31 5882
internal_value=0 724.524 622.339 -15456.7 795.411 3282.92 3663.76 9128.1 31424.8 2037.73 2811.56 6545.62 5089.77 8905.47 -7065.07 2380.92 24416.4 50579 -3593.5 -9448.92 -47687.4 -930.437 6852.89 -21733.1 -4651.19 10539.2 -17738.3 -21765.1 -9808.37 -336.493
internal_weight=0 8764 8733 93 8640 2702 2673 613 94 2060 2014 70 519 395 124 361 77 49 284 247 45 202 147 55 121 56 65 90 55 5938
internal_count=4073804 8764 8733 93 8640 2702 2673 613 94 2060 2014 70 519 395 124 361 77 49 284 247 45 202 147 55 121 56 65 90 55 5938
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=31
num_cat=0
split_feature=0 1 1 4 5 6 7 3 3 4 4 3 0 0 0 6 3 4 1 3 3 4 6 5 6 6 3 5 5 3
split_gain=4.45129e+11 9.30046e+12 2.32279e+13 6.39081e+13 6.81024e+13 6.29695e+13 5.41394e+13 7.05418e+13 5.11619e+13 3.77847e+13 3.81957e+13 3.42514e+13 2.87721e+13 8.77637e+13 3.0048e+13 6.01607e+13 2.72879e+13 2.99044e+13 2.48685e+13 2.54711e+13 2.1404e+13 2.96446e+13 3.6745e+13 2.45501e+13 2.14112e+13 1.48781e+14 5.62035e+13 4.41554e+13 3.97303e+13 3.79111e+13
threshold=44.601833250000006 39.939672500000007 40.377616600000003 6.5000000000000009 1.5000000000000002 49.010000000000012 6.0000000000000009 2.5000000000000004 9.5000000000000018 7.5000000000000009 13.500000000000002 4.5000000000000009 43.6005307 43.472751400000007 44.249882500000005 50.010000000000012 1.5000000000000002 3.5000000000000004 40.024897700000004 2.5000000000000004 3.5000000000000004 22.500000000000004 86.920000000000016 1.5000000000000002 85.020000000000024 88.825000000000003 5.5000000000000009 2.5000000000000004 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 20 3 5 6 11 -5 -8 -9 -6 18 16 13 -7 15 -14 17 -3 19 -11 21 -1 23 -23 -22 26 28 -28 -26 -30
right_child=-2 2 -4 4 9 12 7 8 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3161.2491408763563 6.3278471928971651 -12100.252208948465 94.708390190598891 -11297.793102049334 -98499.849401041676 27452.303509141915 217037.84641927085 3926.5831643129009 161525.98450000002 -81271.293683035721 -136638.62526692709 52694.916481481487 224328.03973214288 -100956.11714809485 -6443.7450124717625 50861.505684671021 -4287.1303566374781 40867.182739733413 67885.970651041673 -14769.760855769233 -189.01195592138257 22657.763312499999 -58961.162187499998 153197.75836397058 235887.66475 1009.0070382833482 93920.866511178538 6164.6703596673051 142606.21650705647 14696.410916385137
leaf_weight=30144 3929793 163 77760 337 90 804 24 117 25 70 30 135 21 57 83 417 1947 308 30 325 27608 25 20 34 25 3072 94 147 62 37
leaf_count=30144 3929793 163 77760 337 90 804 24 117 25 70 30 135 21 57 83 417 1947 308 30 325 27608 25 20 34 25 3072 94 147 62 37
internal_value=0 -172.675 518.846 7137.54 -14806.9 12982 11727.9 58472.7 31673 -39296.8 -27586.2 3674.71 30175.4 18951.4 48724.2 59178.4 937.845 22536.6 -19888.4 -26554.8 -1106.58 -3000.92 58176.5 97884.2 737.598 8180.68 68540.6 40393.2 123246 94801.5
internal_weight=0 144011 82743 4983 1048 3935 503 166 142 545 455 2553 1382 861 521 438 2418 471 425 395 61268 30223 79 59 31045 3437 365 241 124 99
internal_count=4073804 144011 82743 4983 1048 3935 503 166 142 545 455 2553 1382 861 521 438 2418 471 425 395 61268 30223 79 59 31045 3437 365 241 124 99
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=31
num_cat=0
split_feature=6 1 1 0 1 1 3 4 3 6 6 6 5 7 0 0 3 3 4 3 3 6 5 4 6 6 0 0 0 4
split_gain=4.09466e+11 2.84087e+12 6.82719e+12 1.40707e+13 3.03201e+13 1.22139e+13 9.00462e+12 7.97765e+12 3.44132e+13 2.1261e+13 1.38893e+13 1.47775e+13 1.3804e+13 1.1284e+13 7.73746e+12 1.13236e+13 1.70375e+13 6.59747e+12 3.27576e+13 6.40474e+12 1.34837e+13 4.94029e+13 1.2393e+13 1.33243e+13 1.06446e+13 1.04291e+13 7.56491e+12 1.13921e+13 7.95325e+12 2.04817e+13
threshold=102.04000000000001 82.948524700000021 83.025426800000005 54.916864950000011 82.981285100000022 83.011163250000024 5.5000000000000009 4.5000000000000009 3.5000000000000004 105.00500000000001 114.05000000000001 106.49500000000002 3.5000000000000004 6.0000000000000009 54.988402950000008 54.943815050000005 1.5000000000000002 1.5000000000000002 5.5000000000000009 7.5000000000000009 8.5000000000000018 118.04500000000002 3.5000000000000004 18.500000000000004 125.02000000000002 168.45000000000002 55.071632200000003 55.080855950000007 54.962581500000006 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 7 -6 8 9 -5 11 -11 -10 -13 15 -12 -17 18 -9 22 21 -21 23 24 -19 -22 28 -28 29 -24
right_child=1 2 -4 5 6 -7 -8 17 12 10 14 13 -14 -15 -16 16 -18 19 -20 20 25 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=5.2143078796644815 -33.129685739286252 16856.101046674677 156.47272336365231 -88484.134157986118 -154154.5698828125 -52525.806873497604 -61443.609232954543 129982.66801525299 35465.257703218005 -24494.431676136366 -4602.5345269686941 121179.16299804687 125168.33456357761 25183.075944010416 7642.9893727494855 -8404.8693886893143 -126002.06534090909 -25971.65342517494 -12188.285113611357 -19067.611249999998 -1230.2973494601956 148795.24519675926 -73044.391830679087 14020.335466524921 -83523.099129464303 -50231.047510827106 -65674.857401097077 14901.021400669642 73.752757005153967 17541.588081868493
leaf_weight=3966508 97876 39 6053 27 20 52 22 21 42 22 138 25 29 24 243 28 22 393 71 50 779 27 52 79 35 46 47 28 958 48
leaf_count=3966508 97876 39 6053 27 20 52 22 21 42 22 138 25 29 24 243 28 22 393 71 50 779 27 52 79 35 46 47 28 958 48
internal_value=0 -192.762 -1851.38 -5460.98 -46635.3 -4446.03 -105592 -3672.95 6733.44 -2040.38 2608.98 43591.5 72104.5 74160.7 -4142.19 -19375.2 -60147.6 -6043.42 20263.8 -6995.53 -227.205 39793.4 -10718.1 -23713.1 -30678 -3962.46 -4903.04 -35593.2 -2727.46 -29563.1
internal_weight=0 107296 9420 3367 81 3286 42 3234 600 529 502 71 71 49 431 188 50 2634 92 2542 902 77 1640 507 428 825 1133 75 1058 100
internal_count=4073804 107296 9420 3367 81 3286 42 3234 600 529 502 71 71 49 431 188 50 2634 92 2542 902 77 1640 507 428 825 1133 75 1058 100
is_linear=0
shrinkage=0.1


Tree=3683
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 0 0 0 6 3 6 6 6 6 6 6 6 7 4 4 4 3 0 6 4 4 6 3 4 6
split_gain=4.13345e+11 6.32066e+12 1.57402e+13 2.04594e+13 2.59883e+13 1.66165e+13 1.07276e+13 1.5089e+13 9.01298e+12 8.14037e+12 1.56275e+13 1.58281e+13 1.01972e+13 1.37992e+13 8.03589e+12 7.61052e+12 1.3878e+13 7.30061e+12 9.96146e+12 1.11204e+13 9.18897e+12 9.39285e+12 6.75198e+12 6.63861e+12 8.19049e+12 6.80128e+12 6.33076e+12 8.43815e+12 7.42576e+12 6.05337e+12
threshold=82.648284550000014 72.839788400000018 9.5000000000000018 55.014210500000011 103.03500000000001 60.753246850000004 54.998919050000005 54.980317700000008 49.895000000000003 4.5000000000000009 156.15000000000003 125.02000000000002 118.04500000000002 110.01500000000001 22.940000000000005 118.04500000000002 100.05000000000001 6.0000000000000009 18.500000000000004 12.500000000000002 10.500000000000002 19.500000000000004 54.992080650000005 68.00500000000001 15.500000000000002 16.500000000000004 63.855000000000011 5.5000000000000009 10.500000000000002 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 -1 9 4 6 29 7 26 -8 10 11 12 13 14 -3 16 -11 20 19 -19 -7 23 -9 24 -22 -26 28 -28 -4 -5
right_child=-2 2 3 5 -6 17 8 22 -10 15 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.5078707175213779 58.469433284137338 27351.930402142072 5757.5564736855995 -21474.577170138888 121109.82127403846 28422.872159784492 7752.2694022042415 6661.181322419242 79142.937609863293 -8599.5584209792742 60317.875820312503 -66728.305489309219 59303.94522569445 -85215.073789062502 -2334.7533379732208 -56021.354734848486 51508.423878205132 -24615.515744500415 -5422.102822209501 33870.924867730035 15795.348004274952 57625.360326086957 -30582.383971256997 -19093.209265540925 -29425.05915496044 -268.05764005759016 14522.725297619048 95610.223750628851 69769.663981119797 -89077.887199519231
leaf_weight=3126382 932360 92 74 27 26 88 28 178 48 2546 40 38 27 20 10259 33 39 38 174 225 196 23 67 302 117 253 21 33 24 26
leaf_count=3126382 932360 92 74 27 26 88 28 178 48 2546 40 38 27 20 10259 33 39 38 174 225 196 23 67 302 117 253 21 33 24 26
internal_value=0 -17.3533 -2060.95 6277.52 23771.7 334.968 18421.2 11832 52841.1 -3314.21 -2067.77 -2306.88 -2071.45 -2231.24 -2070.9 -8301.89 -7692.71 2392.59 13139.9 25420.4 -2404.71 -5449.41 -3523.79 -7120.75 -732.619 -9487.97 36583.2 64076.2 21434 -54638.5
internal_weight=0 3.14144e+06 15062 1968 499 1469 473 397 76 13094 10476 10436 10398 10371 10351 2618 2585 1416 437 263 979 891 245 868 566 370 152 54 98 53
internal_count=4073804 3141444 15062 1968 499 1469 473 397 76 13094 10476 10436 10398 10371 10351 2618 2585 1416 437 263 979 891 245 868 566 370 152 54 98 53
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 6 6 6 1 6 5 1 0 6 1 0 6 0 7 6 1 3 1 1 6 6 5 1 6 6
split_gain=4.26825e+11 2.86379e+12 7.12541e+12 1.94577e+13 1.66479e+13 1.92426e+13 2.80763e+13 1.69363e+13 1.89024e+13 1.77626e+13 1.92954e+13 1.61743e+13 1.4414e+13 1.18064e+13 1.16543e+13 1.70214e+13 1.93205e+13 1.58293e+13 1.72851e+13 1.28003e+13 2.81527e+13 1.54702e+13 1.22493e+13 1.22021e+13 1.12747e+13 1.11263e+13 1.94919e+13 1.13476e+13 1.07453e+13 1.07412e+13
threshold=3.5000000000000004 4.5000000000000009 82.956351500000011 82.825258850000026 55.007293000000011 54.410000000000004 112.00500000000001 114.05000000000001 82.93515810000001 156.15000000000003 3.5000000000000004 82.886781200000016 55.02095400000001 79.710000000000022 83.050033500000012 55.061158000000006 46.805000000000007 55.030407050000001 6.0000000000000009 103.03500000000001 82.963919600000011 3.5000000000000004 82.981285100000022 83.086354900000018 33.805000000000007 58.995000000000012 2.5000000000000004 83.00362155000002 87.015000000000015 59.505000000000003
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 -5 13 8 11 10 -9 -6 -13 -7 15 16 17 18 -4 20 -18 -22 -21 -16 -19 -23 27 -27 -15 -25
right_child=1 -3 14 4 7 6 -8 9 -10 -11 -12 12 -14 28 23 -17 19 24 -20 22 21 25 -24 29 -26 26 -28 -29 -30 -31
leaf_value=130.48480148785163 -528.25059251914979 7.6456241442279467 3921.2446750000004 -9267.285665555486 -41580.105787259614 -32242.630687173325 71730.027216372284 -126354.67525201612 -13301.84161199427 31957.929875000002 -25547.053954081635 88041.488417119574 8103.0874146551159 -126838.47199074074 -15871.027762659276 -12655.564710215695 104837.72926256334 -3859.7379941998111 -17503.699810023023 -77666.79640625001 22781.144460355321 25041.620818454117 2637.0625416589164 2045.6169064414801 23348.89128800292 -33282.195674048962 32610.385505192455 28462.554458705359 -50674.440677966108 -5959.0444638414156
leaf_weight=236154 103238 3715317 1000 1002 65 281 23 31 722 25 49 23 1170 27 481 460 37 231 604 20 1144 134 378 8263 447 199 82 35 59 2103
leaf_count=236154 103238 3715317 1000 1002 65 281 23 31 722 25 49 23 1170 27 481 460 37 231 604 20 1144 134 378 8263 447 199 82 35 59 2103
internal_value=0 -8.02953 -484.092 -776.059 -8133.9 -16602.5 -35448.3 -2480.06 -404.581 -41617.6 -64610 6997.5 9644.23 -42165.1 1510.86 5629.76 7580.87 1268.35 -4146.5 14680.5 18604.1 16602.4 -1398.31 -300.812 14078.7 894.803 -9344.67 -24046.9 -74586.4 421.673
internal_weight=0 3.83765e+06 122333 106715 3477 1392 390 2085 1980 105 80 1258 1193 367 15618 4771 4311 2282 1604 2029 1631 1594 398 10847 678 450 316 234 86 10366
internal_count=4073804 3837650 122333 106715 3477 1392 390 2085 1980 105 80 1258 1193 367 15618 4771 4311 2282 1604 2029 1631 1594 398 10847 678 450 316 234 86 10366
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 0 4 0 6 4 0 0 4 1 5 3 2 6 6 0 6 0 7 3 0 6 4 0 3 0
split_gain=4.17841e+11 3.35538e+12 2.33285e+13 5.94717e+13 4.58597e+13 1.08405e+14 5.14859e+13 3.5255e+13 3.10937e+13 3.1324e+13 2.81737e+13 3.54598e+13 3.61645e+13 2.24693e+13 1.97535e+13 2.40729e+13 1.87835e+13 1.80175e+13 1.75258e+13 1.63744e+13 1.40848e+13 1.3185e+13 1.30369e+13 1.71296e+13 1.49874e+13 4.07876e+13 4.29416e+13 3.41155e+13 2.25537e+13 1.89915e+13
threshold=5.5000000000000009 47.800771000000005 44.064675150000006 2882.5000000000005 56.288960650000007 56.262014700000009 3.5000000000000004 56.342669500000007 68.00500000000001 4.5000000000000009 51.659529100000007 56.115175650000005 2.5000000000000004 45.71452080000001 2.5000000000000004 4.5000000000000009 2865.5000000000005 95.045000000000016 61.805000000000007 57.719618750000002 36.905000000000008 56.228352100000002 6.0000000000000009 1.5000000000000002 57.113979900000011 62.625000000000007 3.5000000000000004 58.08467765000001 3.5000000000000004 54.604289300000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 18 9 -7 -4 12 -12 -14 -10 17 -9 -16 -8 -18 -11 -13 -3 -24 29 -26 -27 28 -28 -25
right_child=-2 22 3 -5 6 8 7 16 14 20 11 21 13 -15 15 -17 19 -19 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=68.526478235015915 -20.025767394631956 330.65722502396676 6700.6667828612281 -1119.4379491068203 -8772.350506591798 -52808.000373263894 -71242.057337156119 39427.865839843755 3210.3752817007212 -16347.441574189157 -12181.708104337367 -6891.0279784502973 -67558.603432647142 -21706.576903989782 176093.95837890625 24411.927557963711 -29305.1164274494 83361.792950994335 -168770.78919921877 -98451.92403846154 57102.538790576175 -77489.354976851857 3214.7713676025392 2256.9296319100185 -3645.2724135706762 -22597.340082750823 63532.515978260875 -20301.98422719595 149154.52594866071 -6681.3657404208716
leaf_weight=564488 2928705 514536 546 42199 576 45 234 35 26 33 410 1308 326 159 40 31 281 44 20 39 125 27 4375 3027 827 76 115 37 42 11072
leaf_count=564488 2928705 514536 546 42199 576 45 234 35 26 33 410 1308 326 159 40 31 281 44 20 39 125 27 4375 3027 827 76 115 37 42 11072
internal_value=0 51.2179 -108.828 -2261.65 -13457.9 -7097.17 -30205.3 -50476.9 45854.4 20798 -13658.9 -18643.8 -34044.6 -52526.7 81928.5 99725.6 -30125 127520 -78921.5 -37732.4 41761.7 -8318.86 234.303 -2298.92 -3886.34 7372.4 41119.1 66080.2 86437.8 -4762.35
internal_weight=0 1.1451e+06 610992 46504 4305 3120 1185 609 344 203 2776 2230 895 485 141 115 355 84 254 320 158 1335 534107 19571 15196 1097 270 194 157 14099
internal_count=4073804 1145099 610992 46504 4305 3120 1185 609 344 203 2776 2230 895 485 141 115 355 84 254 320 158 1335 534107 19571 15196 1097 270 194 157 14099
is_linear=0
shrinkage=0.1


Tree=3686
num_leaves=31
num_cat=0
split_feature=2 7 4 6 6 6 6 4 1 6 6 6 4 3 6 6 5 0 6 6 6 3 6 6 6 6 5 1 4 6
split_gain=4.53177e+11 2.36107e+12 2.76278e+12 5.69807e+12 4.88641e+12 6.26771e+12 5.22206e+12 1.45309e+13 6.21826e+12 5.91577e+12 8.50409e+12 1.0002e+13 4.11112e+12 3.84024e+12 3.56224e+12 2.85405e+12 9.38793e+12 2.65872e+12 2.64996e+12 2.24306e+12 2.37242e+12 2.05947e+12 1.95211e+12 4.34379e+12 3.78103e+12 2.80265e+12 2.91943e+12 2.79452e+12 4.61425e+12 3.35745e+12
threshold=13916.000000000002 6.0000000000000009 6.5000000000000009 156.15000000000003 122.65000000000002 138.05000000000004 78.605000000000004 9.5000000000000018 44.628646350000004 84.00500000000001 92.02500000000002 99.050000000000011 5.5000000000000009 5.5000000000000009 50.010000000000012 149.05000000000004 3.5000000000000004 43.051287600000009 42.005000000000003 105.00500000000001 89.00500000000001 1.5000000000000002 110.01500000000001 98.020000000000024 103.03500000000001 86.920000000000016 2.5000000000000004 44.628646350000004 4.5000000000000009 81.705000000000013
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 12 4 6 -6 13 8 -8 -10 -11 -12 15 -4 18 16 17 22 -14 20 -9 -16 23 25 -25 27 -27 -3 -29 -30
right_child=1 2 3 -5 5 -7 7 19 9 10 11 -13 14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-1.5486494374032276 -154.23186627609496 -9943.4131160292527 -5996.7568866257443 51712.135781249999 -52348.855052083338 12292.245442708334 -9634.3924107142866 -30070.460312500003 93766.773034667975 -1988.9153033088235 116417.29167015439 31893.350832403277 -13698.755231034127 15670.125884736475 -38362.796354166669 -26048.472346443967 59002.651477050786 -4316.5297700433175 18941.825337727867 -43950.8046875 15370.521542245371 -10597.787752495438 36904.802450284093 -49131.648156250005 7049.6387228260865 -3291.0933549360798 40165.096394230772 49120.767619977676 9665.7382726629858 -30027.270526388416
leaf_weight=4065040 6833 86 210 30 30 30 21 20 24 34 21 42 38 134 30 29 32 272 72 20 27 244 22 25 23 22 52 28 290 23
leaf_count=4065040 6833 86 210 30 30 30 21 20 24 34 21 42 38 134 30 29 32 272 72 20 27 244 22 25 23 22 52 28 290 23
internal_value=0 718.315 3805.89 9159.35 7076.83 -20028.3 10017.7 22484.8 40596.8 49314.6 38316.1 60068 1133.32 2443.25 -7535.12 4815.49 5838.41 3820.32 7665.99 -15901.8 -3966.07 -13637.8 7696.36 6525.89 -22211.4 9279.17 27245.7 6165.54 10228.2 6749
internal_weight=0 8764 1931 643 613 60 553 209 142 121 97 63 1288 344 384 904 875 843 110 67 47 274 571 549 48 501 74 427 341 313
internal_count=4073804 8764 1931 643 613 60 553 209 142 121 97 63 1288 344 384 904 875 843 110 67 47 274 571 549 48 501 74 427 341 313
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 0 2 1 6 7 0 0 0 6 0 1 0 1 0 6 4 4 6 5 1 6 6 4 4 6
split_gain=4.31324e+11 3.37659e+12 1.05964e+13 1.51422e+13 1.2234e+13 1.05923e+13 3.34165e+13 3.95741e+13 3.4164e+13 2.93846e+13 2.32614e+13 2.25225e+13 3.41579e+13 1.9469e+13 1.32849e+13 2.01243e+13 2.64936e+13 4.06604e+13 5.42393e+13 1.25951e+14 2.65245e+13 2.50614e+13 2.42697e+13 3.43166e+13 2.30593e+13 2.55037e+13 3.36633e+13 2.14888e+13 1.93622e+13 2.09845e+13
threshold=83.000013850000016 53.379556850000007 53.310923100000004 83.689608100000015 65.805000000000021 54.73499850000001 3658.0000000000005 86.169282750000022 46.010000000000012 6.0000000000000009 53.506098950000009 54.188398350000007 54.604289300000012 76.605000000000004 54.916864950000011 83.117716000000016 54.810424650000009 83.086354900000018 54.86311005000001 82.905000000000015 9.5000000000000018 3.5000000000000004 118.04500000000002 4.5000000000000009 83.086354900000018 90.045000000000016 168.45000000000002 3.5000000000000004 6.5000000000000009 134.05000000000004
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 6 7 -3 -8 10 -10 -11 -13 -12 15 16 24 22 19 21 -21 -19 23 -18 27 -26 -27 -7 29 -20
right_child=1 5 -4 -5 -6 14 8 -9 9 11 13 12 -14 -15 -16 -17 17 18 28 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=11.789379976750901 -6940.5683784762123 -28638.124530029298 1793.4882102155175 -96.963884585355416 -36075.1274690832 29863.491352810335 -1869.8033807677957 952.81844563800132 -7651.7734319363608 -3417.9618419953208 -20027.366550470579 102599.32079918034 -14586.330180431549 -54687.047505627655 -211.21690160144192 -13487.859050079838 -955.6738232699787 -43175.130135995372 -11474.571570924854 102694.53315429688 231449.46455078127 26297.944236887517 79601.482590793923 -126322.42405007103 -3294.3973891620226 -46580.618774933515 85565.559300595254 2941.1629638596205 11507.268501602617 58880.935156250001
leaf_weight=3601077 1541 462 36149 60925 159 315 6253 20783 1888 187 1921 61 42 177 324316 746 2899 54 732 32 32 1351 37 22 4513 235 21 5041 1788 45
leaf_count=3601077 1541 462 36149 60925 159 315 6253 20783 1888 187 1921 61 42 177 324316 746 2899 54 732 32 32 1351 37 22 4513 235 21 5041 1788 45
internal_value=0 -89.8076 430.214 -356.709 -9665.51 -227.163 -1973.7 309.325 -6580.29 -13468.7 -15704.6 17264.7 54814.9 -22951.5 -64.984 2589.98 3290.69 8024.97 14555 29877.2 167072 23627.8 -880.438 -1899.89 21.3549 -5036.1 -35740.5 4524.53 5779.83 -7399.93
internal_weight=0 472727 98774 62625 1700 373953 31774 21245 10529 4276 3986 290 103 2098 342179 17863 17117 6992 4034 1469 64 1405 2958 2921 10125 4769 256 5356 2565 777
internal_count=4073804 472727 98774 62625 1700 373953 31774 21245 10529 4276 3986 290 103 2098 342179 17863 17117 6992 4034 1469 64 1405 2958 2921 10125 4769 256 5356 2565 777
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=31
num_cat=0
split_feature=4 1 6 0 6 0 0 0 1 0 6 1 6 1 1 0 6 6 1 6 6 0 1 0 1 3 0 0 6 5
split_gain=4.21434e+11 2.76963e+12 6.2145e+12 4.9361e+12 5.11087e+12 3.57254e+12 3.47278e+12 1.93727e+13 3.56305e+13 1.79233e+13 2.39165e+13 6.29763e+13 8.26164e+13 5.85992e+13 5.21143e+13 1.10707e+14 6.82778e+13 4.12278e+13 3.13422e+13 2.88077e+13 1.77186e+13 2.87114e+13 1.5956e+13 1.84942e+13 1.99028e+13 1.52028e+13 1.4808e+13 1.89726e+13 1.86914e+13 2.4945e+13
threshold=3.5000000000000004 118.02765200000002 116.05000000000001 60.753246850000004 62.995000000000012 56.850115550000005 59.933037250000005 59.898927250000007 30.345769800000003 59.982409200000006 71.715000000000018 30.323041000000003 64.015000000000015 30.303340300000002 30.370944000000005 59.939085000000013 55.015000000000008 84.00500000000001 30.362494150000003 49.895000000000003 37.995000000000012 59.91832440000001 30.362494150000003 59.939085000000013 30.330566300000005 2.5000000000000004 60.002985000000002 60.034792100000011 74.615000000000009 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 3 4 5 -3 7 -1 20 10 11 13 14 -8 15 -13 -17 18 -12 -15 21 -9 23 -19 -25 -10 28 -28 29 -11
right_child=-2 2 -4 -5 -6 -7 9 8 25 26 17 12 -14 19 -16 16 -18 22 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=136.23633265201781 -7.9786498387199574 -9811.7810728042841 -57034.317684659094 -8557.9963161826581 18449.798403764205 9222.2595730063367 17981.246105468752 -551.03772101151321 -23019.011625347717 -18567.51522163723 112530.29518034564 306008.55132472829 -80523.768551136367 -47746.81925567209 24094.541321719589 -21321.566456213666 202324.25825683595 100815.50137500001 169.11020220588236 -150184.46826504797 -3801.0573341498939 139158.43593750001 -49418.121546975162 -29214.893028846156 59758.713090701218 -64478.964742973156 23490.510869061662 339.61329741234022 -59767.398529730905 96089.511967329541
leaf_weight=224700 3837650 252 22 799 165 162 100 38 264 138 92 23 55 73 186 43 20 25 34 44 413 24 39 65 41 133 371 7721 90 22
leaf_count=224700 3837650 252 22 799 165 162 100 38 264 138 92 23 55 73 186 43 20 25 34 44 413 24 39 65 41 133 371 7721 90 22
internal_value=0 129.658 -4304.96 -3463.12 3567.62 -2363.68 156.105 78.5054 -14797.8 2062.47 15985.6 3538.83 31255.8 -38228.2 53858.2 118231 49677.1 38860.7 82210.6 -86270.4 3682.16 53530 6730.71 23446.8 5199.43 -36908.6 660.48 1401.03 -23309.7 -2802.17
internal_weight=0 236154 1400 1378 579 414 234754 225572 872 9182 840 544 327 217 272 86 63 296 126 117 475 62 170 131 106 397 8342 8092 250 160
internal_count=4073804 236154 1400 1378 579 414 234754 225572 872 9182 840 544 327 217 272 86 63 296 126 117 475 62 170 131 106 397 8342 8092 250 160
is_linear=0
shrinkage=0.1


Tree=3689
num_leaves=31
num_cat=0
split_feature=3 0 4 4 6 6 0 0 0 0 0 2 6 0 6 0 1 1 0 0 6 2 3 6 1 3 1 1 6 6
split_gain=4.02108e+11 5.21934e+12 5.34573e+12 1.3646e+13 2.01093e+13 2.00144e+13 2.41583e+13 1.46695e+13 2.15207e+13 2.23452e+13 1.24317e+13 1.14584e+13 1.28547e+13 1.26907e+13 1.50477e+13 1.11319e+13 1.82251e+13 1.69429e+13 1.4969e+13 1.01889e+13 1.15611e+13 1.67413e+13 1.18029e+13 2.16176e+13 1.65754e+13 1.15998e+13 2.98667e+13 6.38997e+13 3.36556e+13 2.54088e+13
threshold=20.500000000000004 43.550475500000012 22.500000000000004 23.500000000000004 106.49500000000002 51.805000000000007 59.882709350000006 60.01610465000001 59.933037250000005 59.898927250000007 57.113979900000011 2632.5000000000005 50.795000000000009 55.685785750000008 39.025000000000013 55.753967500000009 37.534144550000008 37.702956500000006 55.897267000000006 44.046956350000009 110.01500000000001 5261.5000000000009 21.500000000000004 118.04500000000002 37.488790500000007 21.500000000000004 37.768783500000005 37.618684050000006 44.410000000000004 38.805000000000007
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 19 4 5 11 -7 8 9 -8 -6 13 -13 14 -4 17 18 -15 -17 -3 25 22 23 -22 -25 -21 27 -27 29 -29
right_child=1 2 3 -5 10 6 7 -9 -10 -11 -12 12 -14 15 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-4.2719040782930131 47860.589877717393 58577.481250000004 95371.822699652781 85.791766749014059 -11887.440880633796 9405.6362725984982 62123.499624794407 8923.8422006623641 87930.242978614275 -20294.774707031251 -71489.402015269894 -2281.1570852592445 -54823.823913574219 -73877.92784455129 18994.288738845993 115196.48021809896 2325.12102667298 2653.7383193969727 16108.915763608871 -7609.3975332494192 128032.08617788463 -51541.99110317888 -7851.7014614762929 -53270.433147321433 45499.242288448033 106.46308213088005 -12559.792407429546 49882.850348165761 78195.533988030584 -63180.494704241079
leaf_weight=3999853 23 27 36 63632 171 1831 76 115 99 58 44 1555 48 39 91 30 198 112 31 3333 26 29 58 21 89 1039 872 46 187 35
leaf_count=3999853 23 27 36 63632 171 1831 76 115 99 58 44 1555 48 39 91 30 198 112 31 3333 26 29 58 21 89 1039 872 46 187 35
internal_value=0 231.058 216.24 463.47 5763.96 7249.85 13996 38148.3 52572.5 26449.9 -24085.1 380.723 -3854.49 13023.3 40644.6 4467.38 17048.8 -17112.7 64840.5 -2708.56 -2997.09 19325 29918.5 46026.4 26643.2 -3900.18 1773.44 11336.2 54872.6 1028.32
internal_weight=0 73951 73928 68166 4534 4319 2179 348 233 134 215 2140 1603 537 127 410 259 151 61 5762 5735 223 194 136 110 5512 2179 1307 268 81
internal_count=4073804 73951 73928 68166 4534 4319 2179 348 233 134 215 2140 1603 537 127 410 259 151 61 5762 5735 223 194 136 110 5512 2179 1307 268 81
is_linear=0
shrinkage=0.1


Tree=3690
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 0 1 0 5 0 4 6 6 6 1 6 6 4 5 4 1 3 6 6 6 6 4 5 6 6
split_gain=4.08592e+11 7.52833e+12 6.54863e+13 7.93519e+13 5.50914e+13 5.36404e+13 6.06437e+13 5.38679e+13 6.022e+13 5.68694e+13 9.91429e+13 7.19057e+13 6.12012e+13 6.06565e+13 5.19723e+13 6.75674e+13 5.91466e+13 4.50368e+13 3.87198e+13 5.11911e+13 1.03648e+14 3.92567e+13 3.79345e+13 7.57654e+13 3.67747e+13 6.78155e+13 5.52197e+13 3.76529e+13 3.67057e+13 4.3999e+13
threshold=43.56803845000001 43.997056950000008 14.500000000000002 12.500000000000002 58.305000000000007 56.342669500000007 43.862029600000007 56.288960650000007 2.5000000000000004 56.324067350000007 11.500000000000002 93.050000000000011 118.04500000000002 120.05000000000001 43.932356550000009 110.01500000000001 76.605000000000004 7.5000000000000009 1.5000000000000002 18.500000000000004 43.862029600000007 1.5000000000000002 85.020000000000024 83.820000000000007 134.05000000000004 138.05000000000004 3.5000000000000004 3.5000000000000004 103.03500000000001 118.04500000000002
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 5 -4 7 -7 -2 22 10 12 -11 17 -14 15 -8 -16 -10 -6 21 -21 -20 23 -9 27 -26 -27 -15 -23 -30
right_child=1 -3 4 -5 18 6 14 8 9 11 -12 -13 13 24 16 -17 -18 -19 19 20 -22 28 -24 -25 25 26 -28 -29 29 -31
leaf_value=-31.40115145084836 1506.3147651176951 -2.5702935056950769 2823.1586711870809 -26674.13429854931 -26702.765149661143 3945.0330668824122 38016.097816565147 -1304.0411255384643 -3504.7821465316165 -25743.368134355471 164593.78981637667 -108047.74084051725 150285.64375000002 53715.783971774195 24341.508102668573 201692.34861778846 -60111.891886255296 -31600.746066117044 -38089.679497466219 -69426.237151671972 18548.322026361828 32699.479465294353 -56304.063326171883 176598.46282552084 215303.81031249999 -50116.662153764206 69219.264191323135 -81630.862500000003 165531.94354222075 32029.757602163463
leaf_weight=2054252 35191 1957025 4493 1100 166 3815 842 9426 1354 1250 33 116 38 31 279 26 118 986 74 157 911 1632 125 24 20 66 94 61 47 52
leaf_count=2054252 35191 1957025 4493 1100 166 3815 842 9426 1354 1250 33 116 38 31 279 26 118 986 74 157 911 1632 125 24 20 66 94 61 47 52
internal_value=0 31.9407 1112.1 -85.5685 9856.86 457.106 10236.6 -560.611 -5899.51 -16123.3 -7667.04 -32732.6 -9812.17 31940.5 29210.8 42918.8 -760.51 -15343.5 20255.8 22969 5615.73 33236.8 -1576.14 -852.225 15407 41694.4 19993.2 -36024.9 36286 95409.6
internal_weight=0 2.01955e+06 62527 54995 7532 53895 5080 48815 13624 4049 2683 1366 2650 310 1265 868 397 2340 3039 2873 1068 1805 9575 9450 272 180 160 92 1731 99
internal_count=4073804 2019552 62527 54995 7532 53895 5080 48815 13624 4049 2683 1366 2650 310 1265 868 397 2340 3039 2873 1068 1805 9575 9450 272 180 160 92 1731 99
is_linear=0
shrinkage=0.1


Tree=3691
num_leaves=31
num_cat=0
split_feature=6 1 2 4 6 5 6 6 3 3 1 3 3 1 1 4 6 3 1 6 6 5 4 4 3 6 3 1 6 3
split_gain=4.45815e+11 3.57964e+12 1.00083e+13 3.56408e+13 2.97772e+13 2.16442e+13 1.55447e+13 1.38885e+13 9.67584e+12 9.24021e+12 8.28093e+12 1.30678e+13 1.87326e+13 1.67233e+13 1.12649e+13 1.25852e+13 1.04144e+13 7.61206e+12 6.89918e+12 2.67305e+13 1.2268e+13 1.72806e+13 1.39371e+13 1.2065e+13 1.08536e+13 9.0734e+12 1.01467e+13 8.84962e+12 1.6114e+13 1.21645e+13
threshold=118.04500000000002 103.8879505 9907.0000000000018 5.5000000000000009 156.15000000000003 3.5000000000000004 189.00000000000003 168.45000000000002 5.5000000000000009 7.5000000000000009 92.90968070000001 12.500000000000002 3.5000000000000004 92.948588300000011 92.948588300000011 11.500000000000002 138.05000000000004 8.5000000000000018 91.443676550000006 120.05000000000001 138.05000000000004 3.5000000000000004 14.500000000000002 21.500000000000004 7.5000000000000009 130.05000000000004 7.5000000000000009 82.948524700000021 128.05000000000004 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 10 3 4 -3 9 -6 8 -7 -5 18 12 13 -12 15 -14 -15 -4 27 24 21 -21 25 -24 -20 26 -23 -2 29 -29
right_child=1 2 17 5 6 7 -8 -9 -10 -11 11 -13 14 16 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.838381602263627 -86.822729122720659 45331.095574396313 1975.3958829195208 -37199.031790865389 -120955.02292668271 76507.600916466356 -23427.393874289774 17133.040767045455 153557.21422991072 46324.765914351854 -99550.044214527035 -86975.205593749997 52998.667296124891 -56005.704901413694 -24977.216108315679 -28637.231783353363 44823.043671874999 -42508.262662381909 41152.159233794344 27578.378830915179 15973.701652690175 712.85783025568185 61369.404500000004 -36875.183250000002 129847.28746448865 -83570.397439014676 -83772.714397321441 -34123.283247972016 -1608.8169076675758 -7859.4643741748951
leaf_weight=4019687 49452 44 365 26 26 39 44 22 28 27 37 25 69 21 59 26 20 43 37 70 327 44 25 25 22 49 21 298 2394 432
leaf_count=4019687 49452 44 365 26 26 39 44 22 28 27 37 25 69 21 59 26 20 43 37 70 327 44 25 25 22 49 21 298 2394 432
internal_value=0 -285.106 7012.07 22511.1 -19132.2 55943.1 -59651.9 86071.1 108707 5350.83 -375.752 -18282.9 -10880.7 -50807.8 9342.11 30656.2 -6820.95 -2712.83 -289.24 10197.9 3464.23 -14017 -31771.1 12247.1 74224.9 -51077.3 -26582.5 -412.909 -5574.76 -18580.9
internal_weight=0 54117 664 256 114 142 70 89 67 53 53453 257 232 78 154 95 41 408 53196 620 561 234 164 50 59 114 65 52576 3124 730
internal_count=4073804 54117 664 256 114 142 70 89 67 53 53453 257 232 78 154 95 41 408 53196 620 561 234 164 50 59 114 65 52576 3124 730
is_linear=0
shrinkage=0.1


Tree=3692
num_leaves=31
num_cat=0
split_feature=0 1 6 6 4 6 3 1 6 6 4 3 6 1 4 4 7 6 6 6 4 6 6 1 4 6 6 3 1 3
split_gain=4.23626e+11 7.07736e+12 1.58423e+13 2.06714e+13 1.43217e+13 4.03349e+13 2.52907e+13 5.43262e+13 2.49061e+13 1.22816e+13 1.4219e+13 9.67748e+12 1.9686e+13 1.45154e+13 1.4151e+13 2.81569e+13 5.2213e+13 7.73667e+13 1.6531e+13 3.83706e+13 1.54271e+13 6.26432e+13 1.52978e+13 1.41042e+13 1.16046e+13 1.84056e+13 1.55156e+13 1.11682e+13 1.11338e+13 1.04028e+13
threshold=43.687280500000007 39.689978950000004 125.02000000000002 105.00500000000001 3.5000000000000004 98.020000000000024 2.5000000000000004 39.652459050000012 61.805000000000007 26.495000000000001 6.5000000000000009 1.5000000000000002 62.625000000000007 39.652459050000012 5.5000000000000009 10.500000000000002 6.0000000000000009 45.605000000000011 59.815000000000005 43.905000000000008 8.5000000000000018 50.995000000000012 78.605000000000004 39.652459050000012 12.500000000000002 76.605000000000004 55.805000000000007 3.5000000000000004 39.652459050000012 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 9 7 -1 -9 10 -6 12 13 -11 23 16 18 -18 19 -16 21 -21 28 -13 26 29 27 -17 -20 -26
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 11 -12 14 -14 -15 15 24 17 -19 22 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-98653.025534539789 5.0055068865090302 -83.653069762991208 -85253.058750000011 96002.104902343766 -7733.166027343751 -143514.15099431819 109922.98645833333 9577.2838734567904 112640.92627840908 30691.435578893448 71192.515511067715 -43951.928128441636 108584.45769531251 -46822.467004394537 -18401.286253487724 -73801.85546875 -10355.479078125001 241006.35758463541 -113014.98167317708 211827.25365084136 12433.391386217949 10386.044592927632 37658.292205255682 -6352.6840699613767 19846.505987870067 63319.907131865533 -79815.59081380209 -6801.7729902963802 -27995.251349018894 -20620.670695554749
leaf_weight=38 3977958 93888 25 20 50 22 27 81 33 61 42 227 20 40 140 31 25 24 24 26 39 38 22 178 76 33 60 126 43 387
leaf_count=38 3977958 93888 25 20 50 22 27 81 33 61 42 227 20 40 140 31 25 24 24 26 39 38 22 178 76 33 60 126 43 387
internal_value=0 -207.747 -6158.16 -5135.21 -6192.58 -8972.56 20737.5 4895.37 39411.5 -7243.63 28298.1 -9262.05 17941.9 -7.1397 -11458 -5546.28 16400.2 112761 2178.4 15682.7 62010.5 92221.5 -34693 -27426.8 -17273.7 -8835.3 -36561.4 -20031.1 -58450.1 -13978.1
internal_weight=0 95846 1958 1933 1913 1734 179 152 114 1712 92 1620 121 101 1499 1094 381 49 332 243 103 64 89 405 713 496 217 157 67 463
internal_count=4073804 95846 1958 1933 1913 1734 179 152 114 1712 92 1620 121 101 1499 1094 381 49 332 243 103 64 89 405 713 496 217 157 67 463
is_linear=0
shrinkage=0.1


Tree=3693
num_leaves=31
num_cat=0
split_feature=6 6 4 4 0 4 1 0 1 0 0 1 6 1 3 0 1 3 0 0 3 1 1 1 3 6 4 1 4 1
split_gain=3.95273e+11 4.20519e+12 5.65722e+12 6.47532e+12 9.7377e+12 1.27884e+13 8.08392e+12 1.25555e+13 8.24645e+12 7.25262e+12 1.28437e+13 1.88385e+13 1.68356e+13 1.15758e+13 2.45398e+13 1.69419e+13 2.09472e+13 1.03929e+13 9.09598e+12 2.15315e+13 2.43795e+13 1.49851e+13 8.93653e+12 7.75624e+12 7.70579e+12 6.4793e+12 8.99913e+12 9.47566e+12 6.2365e+12 1.21814e+13
threshold=32.005000000000003 33.57500000000001 9.5000000000000018 15.500000000000002 60.01610465000001 14.500000000000002 30.242318500000007 56.262014700000009 30.260128500000004 55.02095400000001 55.043091000000011 82.92647190000001 32.805000000000007 37.586700500000006 9.5000000000000018 55.876067900000002 37.488790500000007 3.5000000000000004 55.82518790000001 55.685785750000008 2.5000000000000004 37.534144550000008 83.007653300000015 37.46219940000001 1.5000000000000002 32.410000000000004 14.500000000000002 38.782330450000011 5.5000000000000009 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -4 9 -9 22 11 12 -11 14 15 18 -17 -14 19 -12 -21 -22 25 -16 -13 -8 -27 -28 -2 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 10 13 24 17 -15 23 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-100.21439325440156 394.96305418099337 -8.974698805600509 -12647.753965587923 1275.8379434184953 -7153.2884170235939 -45540.663182083605 7913.5264566708665 29391.035362371782 3873.6211328887339 12731.800718470982 -9687.666658308699 -15323.204668816939 -89399.337350643385 642.90468101804288 46795.36292787749 -17444.335516826923 -148456.00040760869 -17010.596432059152 17856.789929199218 16898.600072703641 -51085.456187996031 -130596.62843852796 8532.7483673168081 4964.1604180518625 -3469.3590432447768 -934.01302632404531 20059.394537908382 -31884.194335586726 -1976.8742485866424 3509.6073082402932
leaf_weight=358908 35084 3604074 561 19066 824 97 817 131 3811 35 370 852 68 5039 58 26 23 28 64 34 63 38 1107 188 1539 14852 44 174 5024 20805
leaf_count=358908 35084 3604074 561 19066 824 97 817 131 3811 35 370 852 68 5039 58 26 23 28 64 34 63 38 1107 188 1539 14852 44 174 5024 20805
internal_value=0 9.68203 616.423 -172.899 -1068.45 -11196.3 -756.721 -529.519 4721.61 -1343.87 -3742.87 -9716.32 -46640 -1190.78 -11885.1 -22518 -78939.6 -68286 -17659.2 -22160.3 -56344.5 -81000.6 -154.531 14826.8 -7693.31 -759.857 -1230.07 -21400.2 1263.15 2442.43
internal_weight=0 3.7149e+06 110822 49909 30843 921 29922 29361 3942 25419 8425 2522 131 5903 864 618 49 96 569 505 135 101 16994 246 2391 15887 15070 218 60913 25829
internal_count=4073804 3714896 110822 49909 30843 921 29922 29361 3942 25419 8425 2522 131 5903 864 618 49 96 569 505 135 101 16994 246 2391 15887 15070 218 60913 25829
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=31
num_cat=0
split_feature=1 4 6 6 6 6 3 4 6 7 6 3 7 6 6 0 6 0 4 0 0 6 0 3 5 6 6 3 3 3
split_gain=4.0239e+11 3.34927e+12 4.91911e+12 2.00404e+13 1.21276e+13 2.01043e+13 2.18337e+13 1.7337e+13 3.88943e+13 2.94099e+13 1.56366e+13 1.0585e+13 1.56462e+13 1.46656e+13 1.35375e+13 1.24738e+13 1.65609e+13 1.27221e+13 1.16746e+13 1.07795e+13 3.03253e+13 1.43731e+13 1.96258e+13 1.94393e+13 1.91896e+13 1.3662e+13 3.88105e+13 6.28648e+13 3.79709e+13 1.76791e+13
threshold=20.507515800000004 9.5000000000000018 41.005000000000003 38.405000000000008 60.005000000000003 64.805000000000021 4.5000000000000009 8.5000000000000018 64.015000000000015 6.0000000000000009 57.005000000000003 5.5000000000000009 6.0000000000000009 93.050000000000011 112.00500000000001 54.724612400000005 82.00500000000001 54.707511300000007 5.5000000000000009 54.73499850000001 54.724612400000005 88.825000000000003 54.707511300000007 7.5000000000000009 3.5000000000000004 116.05000000000001 95.045000000000016 6.5000000000000009 6.5000000000000009 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 3 -1 10 7 -7 -6 -9 -10 -4 12 13 15 -15 17 -17 -8 -16 20 21 -13 23 -23 -24 26 29 -28 -27 -22
right_child=-2 -3 4 -5 5 6 11 8 9 -11 -12 19 -14 14 18 16 -18 -19 -20 -21 25 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=-2178.8871693887031 -2.221685178747876 1999.139897570562 -2088.8429825473477 16007.576759412947 -445.69557089175817 3193.5602129153181 -28720.388281250001 9764.5261454597839 139390.40901988637 40820.594587628868 -16960.237053868128 -3711.6400805887361 432.85684607667355 18897.738622359157 12894.79435096154 2078.8397639973959 -80989.759486083989 -111525.63098011364 -69442.080269607846 -24675.809115720524 -41023.423457031255 -44461.215312500004 -108147.39913399176 70993.620187500012 -11009.874550189394 -47087.36553206906 207218.96315524195 -16867.201097470239 93217.15869140625 40746.644325921479
leaf_weight=2181 4053548 8229 2368 839 424 3141 28 366 44 97 1008 410 183 71 26 60 40 55 51 229 40 35 53 25 33 62 31 21 28 78
leaf_count=2181 4053548 8229 2368 839 424 3141 28 366 44 97 1008 410 183 71 26 60 40 55 51 229 40 35 53 25 33 62 31 21 28 78
internal_value=0 444.595 -619.041 2873.58 -1790.1 1051.13 -1608.24 14476.5 26955.8 71580 -6529.12 -11282.7 -23031.7 -36004.5 -12598.3 -54934.1 -31148.6 -83591.3 -41640 -5503.76 -123.371 -13306.1 -40249.6 3644.97 -70873.7 28067.5 44746.3 116723 -3437.07 13028
internal_weight=0 20256 12027 3020 9007 5631 4700 931 507 141 3376 1559 514 331 148 183 100 83 77 1045 816 556 146 60 86 260 170 52 90 118
internal_count=4073804 20256 12027 3020 9007 5631 4700 931 507 141 3376 1559 514 331 148 183 100 83 77 1045 816 556 146 60 86 260 170 52 90 118
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=31
num_cat=0
split_feature=0 0 6 5 5 6 1 1 1 3 6 6 0 1 1 1 1 6 4 1 1 1 1 1 0 3 4 4 1 2
split_gain=3.97179e+11 1.23434e+13 2.97792e+13 5.97267e+13 5.64572e+13 6.40734e+13 4.91074e+13 4.74434e+13 4.58692e+13 6.79638e+13 5.55957e+13 4.6929e+13 4.15097e+13 4.06408e+13 1.24971e+14 7.41702e+13 5.37075e+13 4.9694e+13 4.65337e+13 3.94348e+13 3.78803e+13 8.03627e+13 7.62669e+13 9.95684e+13 5.92186e+13 5.71339e+13 4.8789e+13 6.13328e+13 4.45333e+13 6.05425e+13
threshold=55.801384500000005 55.783232450000007 55.405000000000008 2.5000000000000004 1.5000000000000002 45.005000000000003 49.195555600000006 49.195555600000006 38.011626600000007 3.5000000000000004 78.605000000000004 55.805000000000007 55.79439725000001 37.586700500000006 37.563506350000004 37.488790500000007 37.600779750000008 53.310000000000009 11.500000000000002 37.957884500000006 37.503969450000007 37.488790500000007 37.586700500000006 37.600779750000008 55.79439725000001 3.5000000000000004 6.5000000000000009 21.500000000000004 37.46219940000001 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 20 9 -5 -10 -11 -13 14 15 -6 17 -15 -18 -14 21 26 -22 24 -24 -23 -4 -28 29 -29
right_child=-2 2 3 8 13 6 -8 -9 10 11 -12 12 19 16 -16 -17 18 -19 -20 -21 22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=-6.7387887954252665 -42.200507068548326 1139.1278096462927 90602.547426470599 -9826.6930450699401 -26783.341826597156 26140.094232334508 -23453.935349401963 -14060.478701313776 -12352.362027280913 165325.00738636366 5143.1457091541743 6586.3695322344392 27031.054778188322 101889.93242819393 -73280.724542218843 19939.132271557013 1249.5937736721105 -66735.543323863632 -12616.306860275916 91089.763240037282 49332.955411339732 -158425.07461734695 13189.07115625 13936.228870120805 -181200.04623325894 -31582.781745851502 -49107.516757751844 182996.20199424343 4079.4948769846269 -3690.0799926757813
leaf_weight=2583509 1441226 16436 68 1174 775 1713 226 671 4064 22 3284 1240 812 85 349 605 6398 22 3893 109 623 49 25 5838 42 129 161 38 186 32
leaf_count=2583509 1441226 16436 68 1174 775 1713 226 671 4064 22 3284 1240 812 85 349 605 6398 22 3893 109 623 49 25 5838 42 129 161 38 186 32
internal_value=0 23.103 1594.29 4751.81 -327.74 3167.35 20359.7 11370 -108.753 9575.73 -4533.19 20010.2 18530.8 -5623.55 -19820.1 -6299.94 -3262.93 67219.3 -3995.76 34612.4 13743 -9031.35 16056 12545.1 -108667 -66500 12060.3 -747.604 29666.2 97653.9
internal_weight=0 2.63258e+06 49069 18567 30502 18375 1939 7862 10705 3357 7348 2183 2161 12127 1729 1380 10398 107 10291 921 7191 663 6528 5905 67 178 485 417 256 70
internal_count=4073804 2632578 49069 18567 30502 18375 1939 7862 10705 3357 7348 2183 2161 12127 1729 1380 10398 107 10291 921 7191 663 6528 5905 67 178 485 417 256 70
is_linear=0
shrinkage=0.1


Tree=3696
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 4 6 3 3 4 1 4 0 6 4 4 6 6 6 1 1 0 0 6 4 4 4 0 3 1
split_gain=4.30545e+11 9.42402e+12 3.72776e+13 2.62375e+13 2.17783e+13 1.93094e+13 2.19263e+13 1.72482e+13 3.03386e+13 4.65651e+13 2.02737e+13 1.44681e+13 1.39203e+13 2.63107e+13 2.71662e+13 1.47389e+13 2.13155e+13 1.20515e+13 1.1878e+13 9.07817e+12 8.76966e+12 3.09616e+13 2.18656e+13 3.08858e+13 2.6343e+13 2.67858e+13 3.67129e+13 2.1068e+13 2.02544e+13 2.01244e+13
threshold=36.000000000000007 55.418618900000006 55.390026600000006 37.401708450000008 40.905000000000008 12.500000000000002 44.605000000000011 11.500000000000002 3.5000000000000004 5.5000000000000009 37.234509300000006 5.5000000000000009 55.462387050000011 57.995000000000012 7.5000000000000009 3.5000000000000004 62.010000000000012 44.820000000000007 54.010000000000012 37.374856000000008 37.897576350000001 55.696737300000009 55.702806750000008 43.905000000000008 18.500000000000004 24.500000000000004 23.500000000000004 55.721784200000009 10.500000000000002 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -1 19 13 -3 15 -15 -17 -12 -13 -10 29 -22 24 -24 28 26 -26 -25 -23 -14
right_child=-2 12 3 -5 5 -7 -8 -9 11 -11 17 18 20 14 -16 16 -18 -19 -20 -21 21 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=21773.765781586542 9.006791326119556 349.2000969050481 13271.348274739585 -48124.6484375 156469.67983630951 179542.80699728263 31809.322619912793 63794.393569607208 -3827.4101057572802 123741.72984834558 11890.289656929348 -38424.612452651512 -82.852273213600654 -63299.375540865389 -80224.651607142863 -51273.066494140628 81141.771497960261 -77092.0888172743 -126976.98526785715 -74386.8896484375 -33911.430397075688 2256.5252570490547 4887.8428714029023 -18245.75098927179 -5739.1907205332882 -626.54665822364825 -102638.56685144763 53460.769798642119 24900.296617203741 15464.570218769004
leaf_weight=116 3783399 325 42 21 21 23 43 36 88 34 23 33 282991 26 105 20 31 45 28 23 327 905 1113 1677 92 571 68 42 701 835
leaf_count=116 3783399 325 42 21 21 23 43 36 88 34 23 33 282991 26 105 20 31 45 28 23 327 905 1113 1677 92 571 68 42 701 835
internal_value=0 -117.341 12661 55532.9 72407.3 100956 72713.5 -2434.68 -8548.13 16226.2 -3640.82 -39948.1 -142.736 -16698.1 -47139.8 -2024.03 29214.4 -46995.1 -79071.6 -18447.8 -113.725 -4070.15 -2182.34 -8090.61 4977.35 -10759.5 -46921.4 -16493.8 12140.3 -37.1126
internal_weight=0 290405 576 150 129 87 64 426 390 218 184 172 289829 507 182 77 51 68 61 111 289322 5496 5169 2832 2337 731 160 1719 1606 283826
internal_count=4073804 290405 576 150 129 87 64 426 390 218 184 172 289829 507 182 77 51 68 61 111 289322 5496 5169 2832 2337 731 160 1719 1606 283826
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 4 4 7 1 1 6 4 1 1 1 4 6 3 6 1 7 4 6 4 5 0 5 6 6 6
split_gain=4.17989e+11 1.15303e+13 2.69428e+13 7.21467e+13 1.10841e+14 9.3623e+13 9.07407e+13 7.13023e+13 1.85795e+14 9.16056e+13 6.4511e+13 6.1505e+13 2.35086e+14 2.26788e+14 4.20702e+14 1.36573e+14 1.13829e+14 1.40244e+14 7.18426e+13 6.30075e+13 2.76377e+14 6.61853e+13 5.83933e+13 5.75248e+13 9.42283e+13 8.32594e+13 9.33739e+13 1.13138e+14 7.52739e+13 6.79518e+13
threshold=55.753967500000009 55.728148450000006 16.500000000000004 37.702956500000006 12.500000000000002 14.500000000000002 11.500000000000002 6.0000000000000009 37.618684050000006 37.503969450000007 57.005000000000003 19.500000000000004 37.649344350000007 37.503969450000007 37.618684050000006 17.500000000000004 58.045000000000009 8.5000000000000018 89.00500000000001 37.729575300000008 6.0000000000000009 18.500000000000004 68.00500000000001 15.500000000000002 1.5000000000000002 55.749683450000006 1.5000000000000002 65.805000000000021 39.995000000000012 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 -1 3 4 6 -6 -3 -8 9 -9 -10 12 13 -4 16 22 17 -15 19 20 -14 -21 -16 24 28 -25 29 -28 -7 -27
right_child=-2 2 11 -5 5 23 7 8 10 -11 -12 -13 18 14 15 -17 -18 -19 -20 21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-10.884448840905613 -40.794959478082738 9366.9363509335199 -12418.088283368188 669.67002065365784 47004.114701931336 -29215.99010449219 -8803.743925084711 -20159.935847241952 -37135.885198974611 -217468.50594512199 114740.53844476746 3698.1906135220593 -14983.337491383274 44006.684515625006 -68313.169095848119 10787.145448992329 -327665.35197010869 -241644.06619318185 49405.681946149562 1056.206584256726 176020.80476190476 -18094.635962713273 -182231.14629603794 -2521.4995868317474 -74016.814513380989 43048.535924412048 154284.35052455356 -6211.765869140625 102813.73676629318 -110505.79682438548
leaf_weight=2450546 1553707 5727 1167 35197 1308 100 1041 33 80 82 43 12239 272 25 229 248 69 55 280 7711 105 2356 56 522 188 97 140 64 76 41
leaf_count=2450546 1553707 5727 1167 35197 1308 100 1041 33 80 82 43 12239 272 25 229 248 69 55 280 7711 105 2356 56 522 188 97 140 64 76 41
internal_value=0 25.1512 1294.82 2760.56 10473.1 28387 3988.73 -20093.4 -69473.6 -160850 15959.1 -1348.08 -6260.3 -39191.2 -85003.8 -43477.4 -233551 -152378 -582.455 -1922.62 38214.1 -3425.7 -90697.1 8557.07 -24788.2 22605.3 60956.8 103933 27796.8 -2572.68
internal_weight=0 2.5201e+06 69551 44739 9542 2536 7006 1279 238 115 123 24812 12573 1849 682 533 149 80 10724 10444 377 10067 285 1228 364 864 342 204 176 138
internal_count=4073804 2520097 69551 44739 9542 2536 7006 1279 238 115 123 24812 12573 1849 682 533 149 80 10724 10444 377 10067 285 1228 364 864 342 204 176 138
is_linear=0
shrinkage=0.1


Tree=3698
num_leaves=31
num_cat=0
split_feature=2 6 6 0 1 4 6 3 6 5 6 0 6 6 4 1 0 0 7 1 0 1 1 6 1 0 0 0 6 4
split_gain=5.08351e+11 8.77691e+12 2.44849e+13 1.71736e+13 3.31605e+13 3.48068e+13 4.73145e+13 3.29656e+13 3.18397e+13 5.77457e+13 5.36494e+13 5.01456e+13 6.16276e+13 4.18368e+13 1.36579e+14 1.23074e+14 8.40373e+13 8.28864e+13 7.29677e+13 7.20874e+13 1.19375e+14 1.5319e+14 1.68499e+14 8.69616e+13 4.65554e+13 9.4827e+13 4.47128e+13 4.23132e+13 5.48926e+13 5.40791e+13
threshold=36.000000000000007 36.405000000000008 34.905000000000008 55.633951400000008 37.740454950000007 24.500000000000004 76.00500000000001 1.5000000000000002 73.41500000000002 2.5000000000000004 48.810000000000009 55.649510000000014 61.805000000000007 69.605000000000004 10.500000000000002 37.71815560000001 55.910578700000009 55.749683450000006 6.0000000000000009 37.631035900000008 55.783232450000007 37.425454150000007 37.534144550000008 70.00500000000001 37.682335600000009 55.759969450000007 55.749683450000006 55.759969450000007 71.030000000000015 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 -3 6 -6 -5 9 13 -11 12 -12 -9 19 16 27 -17 -19 20 21 -15 -23 -22 -21 -26 -24 28 -16 -30
right_child=-2 3 -4 7 5 -7 -8 8 -10 10 11 -13 -14 14 15 17 -18 18 -20 24 23 22 26 -25 25 -27 -28 -29 29 -31
leaf_value=-441.57223157328428 9.7868407832456175 1388.1159101426283 4654.1910542674532 -6594.531675348584 -17103.842621172062 12142.560312450176 -100876.31541408964 -108.94259933908319 2439.7832838835848 66889.211396188461 5102.1855861423737 -5781.9789641778361 -53314.559435798488 14646.355664062501 -2857.3596172311454 -77083.781025709395 -137795.96746379574 97424.453346795563 -80253.411019736843 49091.95713900862 112836.91906738281 -496002.99343750003 -59461.209031250008 -124149.79276041666 22793.550138637002 -173382.39552556819 -227638.10732932869 -6143.6905484543895 77202.930059864084 16506.768272316065
leaf_weight=29560 3783399 63435 13846 9489 1060 392 72 122032 29681 99 286 16752 490 32 537 337 41 59 38 58 32 20 25 30 56 44 43 1249 246 364
leaf_count=29560 3783399 63435 13846 9489 1060 392 72 122032 29681 99 286 16752 490 32 537 337 41 59 38 58 32 20 25 30 56 44 43 1249 246 364
internal_value=0 -127.503 1183.92 -357.963 1037.91 -13538.9 -22432.1 -856.067 -540.495 -1159.64 -6518.56 -6933.17 -31784.7 -405.416 -11672.7 -4575.39 4162.03 -53637.8 27818.7 -71603.3 -114506 -172720 -240853 -1834.07 -22183.9 -63523.9 -165808 6591.2 20458.6 40984.2
internal_weight=0 290405 43406 246999 64959 1524 1132 182040 172551 142870 17627 17528 776 125243 3211 2871 2437 434 97 340 182 120 88 62 158 100 68 2396 1147 610
internal_count=4073804 290405 43406 246999 64959 1524 1132 182040 172551 142870 17627 17528 776 125243 3211 2871 2437 434 97 340 182 120 88 62 158 100 68 2396 1147 610
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 1 1 1 2 5 6 7 6 4 4 4 1 7 4 4 3 1 4 6 1 1 0 7 0 7
split_gain=4.90638e+11 8.91909e+12 2.85285e+13 3.72262e+13 6.94377e+13 7.16209e+13 6.85292e+13 1.09351e+14 6.51395e+13 7.55592e+13 7.30529e+13 7.11051e+13 5.17848e+13 5.18836e+13 5.4163e+13 9.65884e+13 1.44043e+14 1.42319e+14 6.55697e+13 5.11755e+13 5.54674e+13 5.17815e+13 4.66187e+13 5.88337e+13 4.43561e+13 4.33213e+13 3.91405e+13 3.6257e+13 3.51246e+13 3.31885e+13
threshold=83.010000000000005 55.743464250000009 55.676890650000011 55.60524465000001 55.568628050000008 37.586700500000006 37.755233900000007 38.066230450000006 75.000000000000014 3.5000000000000004 87.395000000000024 6.0000000000000009 93.050000000000011 22.500000000000004 9.5000000000000018 15.500000000000002 37.46219940000001 6.0000000000000009 17.500000000000004 17.500000000000004 10.500000000000002 38.782330450000011 13.500000000000002 102.04000000000001 37.563506350000004 37.600779750000008 55.595177750000005 6.0000000000000009 55.595177750000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 8 -8 9 10 11 -7 13 14 26 16 17 -16 -17 21 -21 -9 27 -24 -14 -12 29 -10 -11 -6
right_child=1 -3 -4 -5 5 6 7 19 22 28 25 -13 24 -15 15 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.658159717602311 48.033929000788461 -764.10888647027332 6275.3178170834963 -7678.1166156554673 110847.47871767241 54085.627297404666 -73243.797731952523 49776.090027453174 -66127.296428571441 20214.871911168982 107324.41118246823 223164.79766192767 -11900.451847504804 -56061.886548419337 11450.244191576086 -2045.1692825576008 30782.380320896613 315026.74895279255 100886.27265625 -126162.19051339287 17720.078920766471 -33045.610741077769 210321.86792534721 54039.281891025639 -162407.72312500002 13349.452310191151 -71381.851367187497 94800.755203683046 -130668.91065538196 -6547.2865744147502
leaf_weight=3722681 202431 131558 7653 6039 29 59 129 531 21 27 59 43 935 86 23 354 107 47 75 42 74 88 63 39 20 291 80 42 36 142
leaf_count=3722681 202431 131558 7653 6039 29 59 129 531 21 27 59 43 935 86 23 354 107 47 75 42 74 88 63 39 20 291 80 42 36 142
internal_value=0 -113 277.128 60.5096 287.511 14371.7 30365 11674.9 54112.4 36593.6 50893.7 125364 1361.29 17983.9 25414.4 41593.7 103748 215280 15949.8 26579 -34375.2 38001.8 108793 150567 -15052.4 29190.9 -13648.2 41158.1 -66004.4 13361.8
internal_weight=0 351123 219565 211912 205873 3442 1544 864 680 515 452 102 1898 943 857 606 177 70 429 735 116 619 165 102 955 350 251 63 63 171
internal_count=4073804 351123 219565 211912 205873 3442 1544 864 680 515 452 102 1898 943 857 606 177 70 429 735 116 619 165 102 955 350 251 63 63 171
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=31
num_cat=0
split_feature=2 0 0 4 6 6 3 0 6 3 6 3 6 1 1 0 1 6 3 0 6 6 6 4 3 1 4 6 6 6
split_gain=4.32065e+11 7.58535e+12 7.44146e+12 2.49176e+13 1.96978e+13 1.57564e+13 1.58588e+13 1.50246e+13 3.08238e+13 2.37068e+13 2.10034e+13 1.89313e+13 4.67462e+13 2.25016e+13 2.88091e+13 3.69323e+13 2.36662e+13 2.5611e+13 2.19848e+13 1.96075e+13 2.62077e+13 1.63347e+13 2.94553e+13 3.61408e+13 2.47893e+13 1.56633e+13 2.30893e+13 2.63351e+13 3.7519e+13 1.51468e+13
threshold=36.000000000000007 55.214863500000007 55.988910100000005 7.5000000000000009 88.825000000000003 33.305000000000007 2.5000000000000004 55.897267000000006 100.05000000000001 4.5000000000000009 92.02500000000002 2.5000000000000004 80.720000000000013 37.600779750000008 37.563506350000004 55.910578700000009 37.234509300000006 42.005000000000003 9.5000000000000018 55.972700350000004 30.705000000000002 80.720000000000013 77.565000000000012 15.500000000000002 12.500000000000002 37.374856000000008 17.500000000000004 67.91500000000002 61.805000000000007 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 7 -4 5 -5 -7 -3 10 -10 11 12 19 14 16 18 21 -18 -16 20 -9 22 29 -24 -23 -22 27 28 -27 -13
right_child=-2 2 3 4 -6 6 -8 8 9 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 25 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=35434.726249999709 9.0226751108790069 -68.091428751255577 -97901.948899147741 -35175.811897389482 77617.613757621948 -13969.427049965572 16193.653107640113 -88919.61046195653 -119278.03574218751 -487.47907366071433 63091.456701388888 1723.4796713805747 112981.13096417683 -47111.482821507954 54540.570894133292 -101867.86326349434 -1014.884862197228 -28599.745990352254 -3813.9567240594661 -21239.600954228561 51824.50863047543 -79426.818867861002 -8326.9015104166665 146895.02854166666 49680.379921874999 20310.36207033963 -92374.588132440476 104911.50807617189 -95414.319213867188 -27448.140831269058
leaf_weight=60 3783399 284654 22 82 41 217 886 23 42 28 45 1351 41 145 173 22 518 961 103 223 117 58 30 30 20 225 21 30 32 205
leaf_count=60 3783399 284654 22 82 41 217 886 23 42 28 45 1351 41 145 173 22 518 961 103 223 117 58 30 30 20 225 21 30 32 205
internal_value=0 -117.548 -124.894 7580.35 9473.18 7115.44 10259.5 -158.157 -5928.48 -71761.8 -4874.67 -5581.34 9323.26 -8516.09 -6903.78 22824.1 -9695.75 -18938.5 32763.3 2989.47 15049.9 -1626.06 531.309 69284.1 -46322.4 20676.5 8844.33 16250.6 5901.06 -2119.83
internal_weight=0 290405 290345 1248 1226 1185 1103 289097 4443 70 4373 4328 712 3616 3471 298 3173 1479 276 671 448 1694 1616 60 78 425 308 287 257 1556
internal_count=4073804 290405 290345 1248 1226 1185 1103 289097 4443 70 4373 4328 712 3616 3471 298 3173 1479 276 671 448 1694 1616 60 78 425 308 287 257 1556
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=31
num_cat=0
split_feature=4 6 6 6 2 4 4 0 0 0 6 1 0 4 0 0 1 3 0 1 1 1 0 0 1 1 1 1 6 3
split_gain=4.24087e+11 5.9601e+12 2.16518e+13 1.52963e+13 1.38353e+13 2.01821e+13 1.75679e+13 1.21149e+13 2.13023e+13 1.2082e+13 2.43043e+13 1.08687e+13 2.20681e+13 2.87919e+13 1.97086e+13 1.57065e+13 1.91606e+13 1.46195e+13 1.33204e+13 1.35385e+13 5.78127e+13 1.18037e+13 1.89908e+13 1.09772e+13 1.05826e+13 1.48975e+13 1.31365e+13 2.5729e+13 1.28198e+13 1.06558e+13
threshold=24.500000000000004 74.015000000000015 72.50500000000001 74.615000000000009 75.000000000000014 34.500000000000007 25.500000000000004 45.059854000000009 45.07004340000001 45.001720900000002 77.565000000000012 37.401708450000008 55.753967500000009 26.500000000000004 55.775215600000003 55.660117850000006 30.389265100000003 2.5000000000000004 55.737027400000009 37.475446350000006 37.600779750000008 30.624707450000006 59.905532300000012 55.783232450000007 82.968544750000021 83.00362155000002 82.958608050000009 82.966990000000024 75.605000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 -9 10 -5 15 13 18 -14 -10 17 -17 19 -13 -21 22 -18 -16 26 -26 29 -28 -29 -11
right_child=1 3 7 9 6 -7 -8 8 11 24 -12 12 14 -15 23 16 21 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=7.8378819003662406 -50.26267477727523 -52145.610947389243 -31108.427368790064 -103324.41193847657 -16819.907349888392 42931.628455528844 20502.142093373495 80396.74344512196 70543.82999131945 19006.460950179997 -11118.347883628732 -30370.589673755792 79546.145928054568 -20389.325936789042 -41062.167857142864 77130.639019097231 -113623.12396537163 761.04348364257817 77855.348733836203 116266.80741301892 7991.3815300821871 -16042.244224420363 -3322.1455439814818 22834.837810520872 -23637.669170442954 -990.95835949523337 50653.116177828022 56017.035213414638 -2511.7490364128062 -899.91408470282977
leaf_weight=3846796 185376 158 78 32 525 26 166 41 27 271 268 81 61 364 28 27 37 350 29 51 1491 155 27 676 482 731 146 41 429 34834
leaf_count=3846796 185376 158 78 32 525 26 166 41 27 271 268 81 61 364 28 27 37 350 29 51 1491 155 27 676 482 731 146 41 429 34834
internal_value=0 -132.818 97.329 -1273.61 -14342.7 -38710.8 -7853.97 7863.42 8745.8 -966.487 -20953.7 7882.79 10557.3 5069.86 25018.2 -4055.74 -7435.25 6230.48 10679.5 9479.2 11572.5 -30960.3 -67089.9 20293.5 -804.14 -9989.9 -492.213 13984.6 2593.95 -746.243
internal_weight=0 227008 188899 38109 875 184 691 3523 3445 37234 300 3404 2781 2016 765 623 596 377 1652 1623 1542 219 64 704 36934 1213 35721 616 470 35105
internal_count=4073804 227008 188899 38109 875 184 691 3523 3445 37234 300 3404 2781 2016 765 623 596 377 1652 1623 1542 219 64 704 36934 1213 35721 616 470 35105
is_linear=0
shrinkage=0.1


Tree=3702
num_leaves=31
num_cat=0
split_feature=0 4 6 1 0 0 4 1 7 5 1 0 0 7 1 4 1 5 4 0 1 1 3 6 5 4 3 6 3 6
split_gain=4.30757e+11 5.39812e+12 9.15403e+12 4.69977e+13 5.55426e+13 7.72783e+13 8.40371e+13 8.08595e+13 6.22712e+13 3.4625e+13 3.39999e+13 3.37559e+13 1.752e+14 1.13501e+14 5.74201e+13 4.80264e+13 4.52503e+13 4.37647e+13 4.23928e+13 3.98036e+13 2.60862e+14 9.26237e+13 8.0384e+13 5.87956e+13 9.86211e+13 4.09919e+13 3.91996e+13 3.61856e+13 4.48372e+13 4.55239e+13
threshold=59.764576050000009 8.5000000000000018 56.205000000000005 30.323041000000003 59.91832440000001 59.882709350000006 6.5000000000000009 30.345769800000003 6.0000000000000009 4.5000000000000009 30.345769800000003 59.950512650000007 60.002985000000002 6.0000000000000009 30.410676000000006 6.5000000000000009 30.330566300000005 2.5000000000000004 6.5000000000000009 59.933037250000005 30.330566300000005 30.330566300000005 4.5000000000000009 76.605000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 101.02000000000002 1.5000000000000002 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 6 9 8 -8 -5 -7 14 13 16 19 -16 18 -15 26 21 23 22 -6 -21 -25 -23 -13 28 29 -22
right_child=1 -3 3 4 11 10 7 -9 -10 -11 -12 12 -14 17 15 -17 -18 -19 -20 20 27 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-10.852243811904319 240.44936627177287 313.45286723457235 2177.556495696921 -10099.460506277586 -34450.704375208894 -49482.48899634328 54420.561537157802 -25889.356508413461 217281.39567307691 -106656.37191611843 -20562.527891083977 9205.7011916893116 -539.78453522401378 -160289.00780215993 -9464.7951188110947 -78125.319166475194 -31151.610909694267 -60231.311064453126 62488.295802176341 303374.98871372768 -41403.64865013861 -43932.676074218754 -192279.37111378205 -47995.312258184531 216386.14018895349 8334.6490351740576 -98272.533637152781 -9367.7622751155377 26597.913717447915 89488.159967237909
leaf_weight=3665537 64028 301766 18260 1638 187 634 242 130 26 38 1133 138 12756 85 406 136 1634 90 105 28 186 160 39 21 43 2413 45 639 1230 31
leaf_count=3665537 64028 301766 18260 1638 187 634 242 130 26 38 1133 138 12756 85 406 136 1634 90 105 28 186 160 39 21 43 2413 45 639 1230 31
internal_value=0 97.4345 -514.644 -1652.95 -4541.68 -15571.9 -2479.45 38827.8 70220.5 -12288.7 -30939 -2462.02 -4943.33 -31730 4215.81 -26693.3 -24709.9 -108831 11838.2 7581.84 17719.8 -306.859 -61686.6 182513 129636 5084.45 -17223.4 10451.8 19204.2 -22704.8
internal_weight=0 408267 106501 42473 24213 3841 2074 398 268 1676 1767 20372 14853 2097 5519 542 1922 175 288 4977 2178 2799 226 92 64 2573 183 2086 1447 217
internal_count=4073804 408267 106501 42473 24213 3841 2074 398 268 1676 1767 20372 14853 2097 5519 542 1922 175 288 4977 2178 2799 226 92 64 2573 183 2086 1447 217
is_linear=0
shrinkage=0.1


Tree=3703
num_leaves=31
num_cat=0
split_feature=5 3 6 1 0 6 6 2 6 4 1 1 4 4 4 0 1 2 0 1 0 0 1 1 1 6 0 4 4 1
split_gain=4.96095e+11 4.94613e+12 8.61684e+12 2.21027e+13 4.0743e+13 2.39312e+13 3.18337e+13 2.58304e+13 1.73191e+13 1.51669e+13 1.53653e+13 2.35265e+13 2.31786e+13 2.21083e+13 1.41302e+13 9.92844e+12 9.74303e+12 1.23181e+13 1.64645e+13 1.65428e+13 1.47836e+13 1.64085e+13 1.24671e+13 1.04515e+13 1.03263e+13 1.19137e+13 9.61145e+12 3.30279e+13 1.90177e+13 1.64488e+13
threshold=4.5000000000000009 1.5000000000000002 100.05000000000001 30.303340300000002 59.91832440000001 93.050000000000011 94.02500000000002 8299.5000000000018 92.02500000000002 11.500000000000002 82.918694400000007 82.648284550000014 4.5000000000000009 5.5000000000000009 1.5000000000000002 56.888401950000009 30.084656550000002 6082.0000000000009 43.6005307 48.411058050000008 57.125462300000009 55.183288250000011 53.187400150000009 60.571186450000006 39.939672500000007 156.15000000000003 45.047736150000013 3.5000000000000004 4.5000000000000009 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -6 10 11 16 -12 -14 -8 -5 -4 18 24 26 21 -21 -23 -19 -18 -26 27 -20 -28 -30
right_child=1 -3 9 4 8 6 7 -9 -10 -11 12 -13 13 -15 -16 -17 17 23 19 20 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-2.0776204841797372 -56343.618132990057 -179.64583260672433 59402.059158602628 1870.4124042132953 156055.11205357144 135064.96875 102867.37896634615 -71717.630934495188 37489.857834694609 -33176.567485119049 26262.915293961865 113109.3308779762 -115702.60824652779 -20157.884407332138 24589.924521292894 -47423.939161648224 114689.68507812501 -11281.401640625001 37770.416975911459 3189.8426757812504 -8971.7479736328132 53805.589903296495 147120.11599786932 -88337.634706182071 -12771.37528286638 82476.977213541672 -19021.504022477631 -87848.107875000002 -32232.718614130434 34516.425689860465
leaf_weight=4059415 44 12292 33 444 28 28 26 26 22 126 59 21 36 74 204 45 20 75 36 38 56 41 22 23 29 24 234 50 46 187
leaf_count=4059415 44 12292 33 444 28 28 26 26 22 126 59 21 36 74 204 45 20 75 36 38 56 41 22 23 29 24 234 50 46 187
internal_value=0 586.137 5074.93 12710.1 16401.9 10743.1 33831.2 22758.7 103886 -306.924 3444.5 8460.1 -24304.5 -51427.1 33438.7 -2665.88 6055.69 4057.47 8240.75 3591.03 32238.6 55088 86391.6 -29366 53464 30360 -4542.2 -35263.6 1115.28 21338.5
internal_weight=0 14389 2097 867 823 773 284 256 50 1230 1104 935 169 110 230 489 914 881 783 710 157 101 63 98 73 53 553 86 467 233
internal_count=4073804 14389 2097 867 823 773 284 256 50 1230 1104 935 169 110 230 489 914 881 783 710 157 101 63 98 73 53 553 86 467 233
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=31
num_cat=0
split_feature=2 6 4 4 0 0 0 3 4 6 1 6 0 3 5 6 6 1 1 1 7 1 4 1 6 6 1 5 3 7
split_gain=4.25938e+11 2.5223e+12 7.80361e+12 1.76933e+13 1.11943e+13 2.89094e+13 2.37613e+13 2.2661e+13 2.03473e+13 1.66508e+13 1.53861e+13 2.78891e+13 1.52252e+13 2.62153e+13 2.27999e+13 1.39591e+13 3.02164e+13 2.95275e+13 2.6849e+13 1.79512e+13 2.04115e+13 1.51034e+13 1.23957e+13 2.02992e+13 1.7534e+13 1.32241e+13 1.21795e+13 1.18475e+13 1.15325e+13 1.04838e+13
threshold=3338.0000000000005 46.010000000000012 17.500000000000004 16.500000000000004 55.034466500000008 55.061158000000006 55.071632200000003 13.500000000000002 19.500000000000004 41.705000000000005 82.956351500000011 42.875000000000007 55.029726000000004 22.500000000000004 1.5000000000000002 37.705000000000005 37.995000000000012 82.93515810000001 82.92647190000001 82.906746050000024 6.0000000000000009 82.93515810000001 23.500000000000004 82.958608050000009 34.310000000000009 38.605000000000011 82.970388650000018 1.5000000000000002 11.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 10 -7 -10 15 22 -4 14 -14 18 17 -17 19 20 -6 -18 28 -24 -25 -26 -13 -11 -12 -8
right_child=1 -3 4 -5 5 6 29 -9 9 27 11 26 13 -15 -16 16 21 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-26.917488273529205 -99.162507446838489 145.11360317351998 2403.808352694829 -2673.2193348746441 28161.411293196856 37109.025106165383 -1327.3306354430556 1668.5834329036661 18879.82454295085 -13709.083198842825 -9710.6283194257103 -34279.103925841999 17080.204550122267 -48354.720081018517 78000.707801077704 71448.157291666663 -6906.2028008381058 -43671.596432249804 23913.275080262541 -73053.045655487804 -18352.478067308686 13558.436965264214 56993.143815104166 24224.752705235634 -25451.367854612334 2048.5355362016726 25492.311805555557 31925.715317455692 -33025.927456129233 2243.3384038963477
leaf_weight=2406287 617407 954710 19472 27911 137 307 13040 3852 583 377 1115 643 502 54 70 24 2183 311 466 41 303 432 60 186 317 390 36 67 262 22259
leaf_count=2406287 617407 954710 19472 27911 137 307 13040 3852 583 377 1115 643 502 54 70 24 2183 311 466 41 303 432 60 186 317 390 36 67 262 22259
internal_value=0 38.8429 -103.493 -210.494 919.641 80.9339 1419.38 -4476.73 14520.3 7767.9 -7904.44 -13276.1 2897.31 18247.9 24535.5 -3756.83 -7147.83 -35424.2 6806.47 -9766.87 -3869.74 -3525.43 -8078.93 688.602 -3094.46 -10281.7 -31110.1 -6822.75 -14146.8 924.278
internal_weight=0 1.66752e+06 712807 645318 67489 47391 36633 10758 1334 1027 6906 3009 20098 626 572 3897 2950 335 947 481 440 2615 2330 953 893 707 679 444 1377 35299
internal_count=4073804 1667517 712807 645318 67489 47391 36633 10758 1334 1027 6906 3009 20098 626 572 3897 2950 335 947 481 440 2615 2330 953 893 707 679 444 1377 35299
is_linear=0
shrinkage=0.1


Tree=3705
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 1 1 6 1 4 2 6 6 1 6 1 4 0 0 6 6 6 6 1 5 1 3 0 1
split_gain=4.40492e+11 3.46009e+12 1.47263e+13 1.75301e+13 1.14912e+13 7.57416e+13 5.60283e+13 4.13147e+13 4.7251e+13 2.58187e+13 2.48537e+13 2.08911e+13 1.99975e+13 1.62729e+13 1.61768e+13 2.61668e+13 2.44879e+13 4.44808e+13 3.5812e+13 1.46529e+13 1.21729e+13 2.37753e+13 1.59984e+13 1.74482e+13 1.62664e+13 2.77003e+13 1.99153e+13 1.52313e+13 1.09597e+13 1.94306e+13
threshold=5.5000000000000009 55.539595350000006 55.418618900000006 86.169282750000022 37.682335600000009 37.631035900000008 37.649344350000007 37.729575300000008 70.50500000000001 37.586700500000006 2.5000000000000004 75.000000000000014 73.995000000000019 47.805000000000007 37.755233900000007 66.990000000000023 37.804148700000006 3.5000000000000004 55.462387050000011 55.462387050000011 77.010000000000005 104.01000000000001 99.050000000000011 94.02500000000002 37.290808600000013 3.5000000000000004 37.543519500000009 3.5000000000000004 55.775215600000003 36.049731800000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 10 20 -6 -11 -7 -9 15 -15 17 18 -16 -18 -4 22 23 24 -22 26 -26 -23 29 -3
right_child=-2 28 3 -5 7 6 -8 13 -10 11 -12 -13 -14 14 16 -17 19 -19 -20 -21 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-31.210178505076552 -20.561401420029711 -31028.179960990867 -2711.4506363716559 18801.958427530339 -135343.50587797619 102876.03961693548 27243.939429347829 -1373.1232131056643 -183782.53499348959 -128961.7404296875 -18942.66403162463 -27228.696637972138 231131.77984375 -22897.686299189816 12196.964743303572 -132962.5546875 -1587.4342401359174 -8412.1263824268517 151533.07225560897 -17645.865479028434 -5533.6284660892215 -5489.0552286783859 113881.78671875001 -54262.42525 59866.694240663113 151579.52141927084 -32131.307652698866 -104135.45199707033 75.847833919136605 1605.9018343653072
leaf_weight=629568 2928705 183 5102 347 21 31 115 4175 24 24 145 127 20 108 35 27 853 157 39 1702 69 72 22 25 82 24 33 20 441309 60640
leaf_count=629568 2928705 183 5102 347 21 31 115 4175 24 24 145 127 20 108 35 27 853 157 39 1702 69 72 22 25 82 24 33 20 441309 60640
internal_value=0 52.5878 -101.028 -3381.51 -3971.28 -635.858 65932.8 -6610.87 -52629.9 -2609.14 -33668.1 -43398.2 153172 -5378.68 -11103.8 -44910.7 -9465.67 21714.2 85630.9 -12284.7 -1478.82 16644.8 32367.3 24670.7 34157.8 53860.8 33467.3 -26933.9 249.289 1507.71
internal_weight=0 1.1451e+06 642967 13399 13052 5766 166 7286 190 5600 166 151 51 7096 2921 135 2786 231 74 2555 5449 347 255 233 208 139 115 92 502132 60823
internal_count=4073804 1145099 642967 13399 13052 5766 166 7286 190 5600 166 151 51 7096 2921 135 2786 231 74 2555 5449 347 255 233 208 139 115 92 502132 60823
is_linear=0
shrinkage=0.1


Tree=3706
num_leaves=31
num_cat=0
split_feature=6 0 5 0 0 3 5 0 2 0 1 1 1 6 4 1 1 1 1 5 6 2 4 0 7 1 1 0 6 3
split_gain=4.37008e+11 2.62454e+12 6.7902e+12 1.39707e+13 5.55187e+12 3.59252e+12 2.78687e+12 5.4004e+12 4.75631e+12 2.73865e+12 4.3628e+12 1.31175e+13 6.3948e+12 2.72862e+12 4.94512e+12 4.68158e+12 2.72315e+12 6.89552e+12 2.46822e+12 2.95849e+12 8.08518e+12 6.29244e+12 9.95415e+12 8.65864e+12 1.65885e+13 5.97717e+12 1.98547e+13 6.89343e+12 9.71459e+12 4.83526e+12
threshold=28.005000000000006 59.838047850000002 3.5000000000000004 59.950512650000007 59.905532300000012 10.500000000000002 2.5000000000000004 59.982409200000006 4395.5000000000009 59.825842200000004 30.362494150000003 30.370944000000005 30.303340300000002 21.020000000000003 9.5000000000000018 30.315889700000003 30.157841000000001 30.226173900000003 86.020047450000007 2.5000000000000004 26.495000000000001 3191.5000000000005 18.500000000000004 43.6005307 6.0000000000000009 39.689978950000004 39.718675700000013 54.998919050000005 15.450000000000001 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 4 -4 5 13 16 -8 -9 18 12 -12 -11 14 15 -3 -6 -18 19 -1 21 22 23 -21 -25 -23 -27 28 -28 -24
right_child=-2 2 3 -5 6 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 25 29 24 -26 26 27 -29 -30 -31
leaf_value=479.5913396880419 -5.2054852230326354 -8548.2968039772732 -94174.007091267908 8969.7055998703527 19492.253296638257 -24600.532435746631 47960.609174107143 -38697.544318181819 16614.103028265035 24380.704006029213 85853.592534722236 -12719.677757432726 -32340.175556640625 -3721.8000614086031 6806.3552290482958 -70192.303822544651 -28813.122705639369 -306.69935216269386 -2142.5054960615439 52722.414496527781 -53556.51952514649 -44710.039374168882 -79433.374453124998 48.810906240005941 73383.042578125009 85571.66392045455 -16845.438066779243 113.78550376080453 -88919.055000000008 -15519.687459590517
leaf_weight=90098 3973435 22 24 29 66 132 35 22 53 46 27 27 35 523 33 28 87 3443 3976 36 32 47 20 855 32 22 288 282 20 29
leaf_count=90098 3973435 22 24 29 66 132 35 22 53 46 27 27 35 523 33 28 87 3443 3976 36 32 47 20 855 32 22 288 282 20 29
internal_value=0 206.076 -2155.01 -37736.9 -1730.65 -9651.23 -153.372 15525.7 389.353 316.826 14549.8 36567 -128.318 -6394.95 -23239 -43068.9 -632.986 -1009.27 296.756 402.449 -3776.98 -2800.32 2314.05 4645.72 2694.47 -10343.8 -7704.58 -11182.7 -21525.5 -41606.9
internal_weight=0 100369 4497 53 4444 738 3706 110 75 95872 135 54 81 606 83 50 3596 3530 95737 91761 1663 1631 972 923 887 659 612 590 308 49
internal_count=4073804 100369 4497 53 4444 738 3706 110 75 95872 135 54 81 606 83 50 3596 3530 95737 91761 1663 1631 972 923 887 659 612 590 308 49
is_linear=0
shrinkage=0.1


Tree=3707
num_leaves=31
num_cat=0
split_feature=6 1 4 4 1 4 4 4 5 3 4 0 0 1 2 1 0 1 1 4 3 1 4 7 1 1 3 0 0 4
split_gain=4.16764e+11 6.71769e+12 5.29803e+12 4.45581e+12 4.94164e+12 4.32702e+12 6.69617e+12 6.5873e+12 1.70386e+13 1.03876e+13 9.76138e+12 2.21208e+13 1.60507e+13 1.19237e+13 9.63109e+12 8.54427e+12 7.41989e+12 6.86913e+12 1.24588e+13 6.80062e+12 6.73788e+12 6.16029e+12 6.0504e+12 6.6191e+12 5.65523e+12 7.36085e+12 6.67789e+12 7.21533e+12 6.43022e+12 6.10338e+12
threshold=15.450000000000001 63.728898350000001 4.5000000000000009 1.5000000000000002 38.91194105000001 4.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 4.5000000000000009 8.5000000000000018 47.319699650000011 44.685196900000008 39.735861600000007 2970.5000000000005 37.534144550000008 55.348830750000012 50.298521650000005 37.631035900000008 9.5000000000000018 9.5000000000000018 37.234509300000006 8.5000000000000018 6.0000000000000009 37.843405600000004 37.755233900000007 9.5000000000000018 56.148747500000006 55.710673100000008 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 -1 6 21 -7 14 10 11 -10 13 -12 15 19 -14 18 -18 -9 22 -5 -17 -24 25 26 27 28 29 -11
right_child=-2 2 -4 5 -6 7 -8 8 9 24 12 -13 16 -15 -16 20 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-55003.825390626247 -1.5621209521345409 8175.9933863123042 -4778.1669386961112 45219.005121979892 -6512.3455052121863 -1754.9712059795879 13992.845473145251 61110.743583776595 -19018.505788352275 -30143.399768066407 114203.57396739612 119804.71608479817 -16056.101455342061 11227.310971467392 28520.901624935377 32720.343524169923 -8222.0760267857149 -17810.70793036099 49379.598519483028 15604.143129345257 28009.313471312165 -3974.7187786933814 -7883.3111088606202 35582.603073601975 -4039.8448927701875 -66120.7731534091 -38121.484667968754 -38537.046709280308 57848.917773437504 40276.752031250006
leaf_weight=24 4064110 358 2673 27 169 2747 763 47 22 32 22 24 185 23 340 48 70 58 81 109 93 445 449 38 661 33 74 33 26 20
leaf_count=24 4064110 358 2673 27 169 2747 763 47 22 32 22 24 185 23 340 48 70 58 81 109 93 445 449 38 661 33 74 33 26 20
internal_value=0 654.902 -3248.11 2430.39 -12542.4 2877.02 8201.38 1620.94 5348.29 -2163.93 9584.36 53411 4992.05 61571.3 14464.5 8368.66 -1470.04 11441.1 22676.8 29314.5 3165.57 -1160.67 -1153.07 -4491.72 -8646.21 -22613.2 -14852.4 660.32 17243.8 -3058.73
internal_weight=0 9694 3031 6663 193 6470 1235 5235 2488 1364 485 46 439 45 1124 784 394 209 151 156 628 472 535 487 879 218 185 111 78 52
internal_count=4073804 9694 3031 6663 193 6470 1235 5235 2488 1364 485 46 439 45 1124 784 394 209 151 156 628 472 535 487 879 218 185 111 78 52
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=31
num_cat=0
split_feature=5 3 6 6 4 1 0 6 1 4 1 1 4 4 0 6 4 0 0 6 0 1 1 1 1 2 0 1 0 0
split_gain=4.1342e+11 4.02878e+12 7.91885e+12 9.35407e+12 3.17057e+13 2.07444e+13 2.29911e+13 2.31777e+13 1.33717e+13 1.23033e+13 1.24871e+13 1.90382e+13 1.87753e+13 1.79138e+13 1.20517e+13 1.55389e+13 1.00377e+13 1.67641e+13 1.33649e+13 9.37552e+12 2.46121e+13 8.71966e+12 1.57039e+13 8.281e+12 7.87624e+12 1.00116e+13 1.33051e+13 1.33393e+13 1.19764e+13 1.32859e+13
threshold=4.5000000000000009 1.5000000000000002 27.215000000000003 100.05000000000001 10.500000000000002 30.303340300000002 59.91832440000001 92.02500000000002 83.086354900000018 11.500000000000002 82.918694400000007 82.648284550000014 4.5000000000000009 5.5000000000000009 45.067157700000003 97.020000000000024 5.5000000000000009 57.57007620000001 56.838524800000009 93.050000000000011 55.390026600000006 37.768783500000005 39.908802000000009 60.620042600000012 30.084656550000002 6082.0000000000009 43.6005307 48.411058050000008 57.125462300000009 55.183288250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 10 11 24 -12 -14 15 -7 17 23 -18 -10 -21 -11 -23 -16 -5 26 -26 -28 29 -29
right_child=1 -3 3 9 -6 6 7 -9 19 21 12 -13 13 -15 16 -17 18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.89661628875227 -48237.932512555803 -156.0578511055308 -59964.88058307927 53449.466737689392 105253.32310112848 12527.041008758546 149522.77682291667 5667.265225074405 11535.58721417683 -4372.3169140625005 23622.519518008477 101787.42857142858 -104157.29071180556 -18152.480018739443 633.02876957618389 97192.530712890628 -3558.9193440956647 -105977.83912597658 46116.924332902243 159929.19804687501 9725.6062500000007 -103749.09237689395 -1929.0813616071428 -46250.20372688138 48113.342299871583 -26443.655221619902 -4023.2863317451688 2871.0969161184212 -8087.1055454799107 77738.695792255705
leaf_weight=4059415 28 12292 41 33 36 96 24 21 41 65 59 21 36 74 163 28 202 20 74 20 24 33 28 49 73 98 553 38 56 63
leaf_count=4059415 28 12292 41 33 36 96 24 21 41 65 59 21 36 74 163 28 202 20 74 20 24 33 28 49 73 98 553 38 56 63
internal_value=0 535.072 4586.27 5301.15 13442.4 9326.35 13054.6 82390.2 8703.02 -252.117 3126.66 7648.18 -21888.9 -46299.5 3694.79 31645.1 -3127.72 -18459.6 9759.97 45940.7 78000 -29856.6 -57012 -10203.2 5485.24 3688.63 7459.97 3280.12 29004.9 49570.7
internal_weight=0 14389 2097 2069 839 803 762 45 717 1230 1104 935 169 110 632 124 508 232 276 85 44 126 61 212 914 881 783 710 157 101
internal_count=4073804 14389 2097 2069 839 803 762 45 717 1230 1104 935 169 110 632 124 508 232 276 85 44 126 61 212 914 881 783 710 157 101
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=31
num_cat=0
split_feature=4 6 6 5 1 3 1 0 1 3 0 0 3 0 0 5 3 6 5 4 3 1 7 6 0 6 6 1 6 6
split_gain=4.10344e+11 5.18364e+12 1.4503e+13 1.35048e+13 4.42915e+13 1.96389e+13 2.13009e+13 1.98168e+13 1.77577e+13 1.21755e+13 9.9268e+12 2.22441e+13 1.09951e+13 9.32017e+12 1.09343e+13 9.31056e+12 3.93631e+13 4.75315e+13 1.19143e+13 2.3011e+13 2.85977e+13 3.48269e+13 2.22838e+13 1.92957e+13 2.29486e+13 2.55245e+13 1.97744e+13 4.82019e+13 4.51334e+13 1.92224e+13
threshold=24.500000000000004 64.015000000000015 63.705000000000005 2.5000000000000004 37.488790500000007 9.5000000000000018 30.362494150000003 45.073441650000007 82.92647190000001 17.500000000000004 55.801384500000005 55.554045200000012 5.5000000000000009 55.039488700000007 55.02095400000001 1.5000000000000002 4.5000000000000009 85.020000000000024 2.5000000000000004 25.500000000000004 4.5000000000000009 39.596303450000001 6.0000000000000009 106.49500000000002 55.768246800000007 122.65000000000002 97.020000000000024 61.335446300000008 101.02000000000002 72.020000000000024
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 5 -5 6 -4 -8 -7 -10 11 -9 -13 14 -6 16 17 -3 19 23 21 -21 -22 26 -25 -26 -17 28 -28 -24
right_child=1 15 3 4 13 8 7 10 9 -11 -12 12 -14 -15 -16 18 -18 -19 -20 20 22 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=7.7098363143845887 74.449651235966186 -11744.604886921799 86996.62134308512 146949.54348958333 -7450.8135487432073 -6848.9994353002439 100611.75528846154 690.76179790132369 -20733.038236860797 66636.961280980599 -9368.3043199415333 31391.52835771277 103215.21709735578 -10064.125263798702 84194.350208333344 -5309.967930987219 20389.097977695314 -171030.31973930029 -36.814180707314584 34526.411824013041 -10326.496199626956 -4321.1359067703888 -1322.2986313722315 1292.2557592147436 -179564.54751420455 -23473.931718750002 154511.61666015626 -65821.002578125001 -11025.155412946429 13186.779022679115
leaf_weight=3846796 162849 101 47 30 23 784 26 157 22 58 154 47 39 77 30 14016 625 23 40694 540 1747 403 3030 39 22 20 40 30 28 1307
leaf_count=3846796 162849 101 47 30 23 784 26 157 22 58 154 47 39 77 30 14016 625 23 40694 540 1747 403 3030 39 22 20 40 30 28 1307
internal_value=0 -130.648 164.428 9972.21 37425.1 6679.52 23130.4 16034.1 -2269.44 42610.2 10495 23083.3 63962.7 12150.2 44423.8 -904.503 10177.9 -41289.5 -1038.57 -2959.47 1720.65 17924.5 -790.9 -5276.29 -53944.5 -105236 -4996.98 39766.6 86349.4 3050.16
internal_weight=0 227008 164343 1494 160 1334 470 423 864 80 397 243 86 130 53 62665 749 124 61916 21222 7027 943 6084 14195 81 42 14114 98 68 4337
internal_count=4073804 227008 164343 1494 160 1334 470 423 864 80 397 243 86 130 53 62665 749 124 61916 21222 7027 943 6084 14195 81 42 14114 98 68 4337
is_linear=0
shrinkage=0.1


Tree=3710
num_leaves=31
num_cat=0
split_feature=4 0 6 6 3 0 3 1 7 4 6 6 0 0 6 4 3 0 1 1 6 0 1 0 3 1 4 6 0 3
split_gain=4.09052e+11 4.75964e+12 1.04278e+13 1.75889e+13 1.08712e+13 1.03669e+13 9.5593e+12 1.47697e+13 1.09211e+13 8.85279e+12 6.69948e+12 1.66075e+13 1.46503e+13 2.33074e+13 2.27608e+13 1.51788e+13 1.49406e+13 1.45519e+13 1.23726e+13 1.41102e+13 1.04972e+13 1.11906e+13 1.32919e+13 1.12634e+13 1.46637e+13 1.56705e+13 1.45527e+13 2.59969e+13 3.47846e+13 1.31229e+13
threshold=32.500000000000007 55.676890650000011 62.375000000000007 60.005000000000003 3.5000000000000004 55.539595350000006 13.500000000000002 37.534144550000008 6.0000000000000009 33.500000000000007 75.605000000000004 73.00500000000001 55.753967500000009 55.876067900000002 73.995000000000019 34.500000000000007 15.500000000000002 55.685785750000008 37.503969450000007 37.740454950000007 77.010000000000005 55.721784200000009 37.740454950000007 55.81943720000001 4.5000000000000009 37.488790500000007 34.500000000000007 97.020000000000024 55.749683450000006 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 5 -4 -2 7 -6 9 -8 11 17 18 15 16 -14 -15 -3 -13 -20 -12 22 -22 24 -23 -26 27 28 -27 -30
right_child=1 10 4 -5 6 -7 8 -9 -10 -11 20 12 13 14 -16 -17 -18 -19 19 -21 21 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=2.0870033553527296 -19076.944154237688 -31015.062993870015 23266.172367090538 62324.70197898172 -91737.985265625 6830.0657831259859 87286.989648437506 -13017.441474839899 -2944.5986849292522 11475.025194744732 31366.344700418311 -3863.6493432138482 7013.1633700284092 -3453.4744673295459 -35528.000208928039 112839.1641304348 106080.89679687501 -1165.4558035499838 -120686.78256678428 -41619.179893990025 15500.872876549822 44462.681942894349 99547.481584821435 4241.6338692991812 -85910.633516570073 66689.23128810976 266.63122295910802 -87117.030350942456 16607.158238636366 -75526.215234375006
leaf_weight=4056209 165 166 141 55 25 2418 24 511 1108 43 127 51 33 33 208 23 20 10119 31 83 181 42 21 1442 31 41 316 63 22 52
leaf_count=4056209 165 166 141 55 25 2418 24 511 1108 43 127 51 33 33 208 23 20 10119 31 83 181 42 21 1442 31 41 316 63 22 52
internal_value=0 -481.121 2328.76 6366.66 -3422.86 5175.15 -5622.25 -16689.1 -573.874 38631.5 -1443.83 -2497.44 -20639.3 -8061.31 -20621.3 50477.4 37880.3 -1647.23 -44804.4 -63120 3408.24 1802.32 24238.4 -453.572 -12394.5 -16943 -12615.1 -35483.8 -7197.8 -48135.2
internal_weight=0 17595 4490 2638 1852 2583 1711 536 1175 67 13105 10767 482 317 261 56 53 10285 165 114 2338 2211 202 2009 567 525 494 178 115 74
internal_count=4073804 17595 4490 2638 1852 2583 1711 536 1175 67 13105 10767 482 317 261 56 53 10285 165 114 2338 2211 202 2009 567 525 494 178 115 74
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=31
num_cat=0
split_feature=4 6 6 3 3 6 3 4 6 6 1 7 1 1 6 6 6 5 0 3 6 1 6 7 6 7 3 1 6 3
split_gain=4.29375e+11 6.26994e+12 9.48927e+12 1.15584e+13 1.5788e+13 4.52596e+12 3.2276e+12 6.18793e+12 1.1255e+13 9.51426e+12 1.23549e+13 5.95411e+12 3.98934e+12 2.99515e+12 3.48046e+12 3.41023e+12 4.72358e+12 4.89803e+12 5.66018e+12 7.68404e+12 3.83158e+12 2.26506e+12 8.72887e+12 5.67391e+12 3.6728e+12 2.93448e+12 8.38572e+12 8.95483e+12 1.06831e+13 5.4903e+12
threshold=37.500000000000007 82.00500000000001 89.00500000000001 10.500000000000002 22.500000000000004 80.030000000000015 9.5000000000000018 38.500000000000007 64.805000000000021 58.995000000000012 37.618684050000006 6.0000000000000009 37.586700500000006 37.755233900000007 59.025000000000013 37.310000000000009 39.810000000000009 1.5000000000000002 55.749683450000006 5.5000000000000009 69.605000000000004 37.586700500000006 74.015000000000015 6.0000000000000009 37.995000000000012 6.0000000000000009 13.500000000000002 37.755233900000007 49.895000000000003 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 5 3 -3 -5 6 13 8 9 10 11 -8 -13 15 -15 -2 -17 -18 20 -20 -19 22 23 -9 -23 -26 -27 28 -28 -29
right_child=1 2 -4 4 -6 -7 7 21 -10 -11 -12 12 -14 14 -16 16 17 18 19 -21 -22 24 -24 -25 25 26 27 29 -30 -31
leaf_value=0.61786437391238735 21638.440658967393 9977.3469122023816 2375.3928242722604 -145188.69956054687 -22427.141916725854 33503.366644287111 41224.615501347296 37715.834299045142 90932.295234375008 -53076.875742187505 83539.720125000007 -47803.32528872283 7552.6061718750007 -8344.7133033608497 34279.753255208336 -56421.949595905178 7425.6529873318141 20486.390779903017 -14363.212338491589 -93712.339461616852 -27778.988832493833 28873.52859519676 53249.949130711415 -3846.0432657063802 -20618.693966090428 51191.487860576926 -4584.5697048611109 -11359.262592424666 -87796.358275462975 30460.963641472583
leaf_weight=4072329 23 21 73 20 22 40 27 36 20 20 25 23 30 53 30 29 72 29 26 23 38 27 33 375 141 26 36 77 27 53
leaf_count=4072329 23 21 73 20 22 40 27 36 20 20 25 23 30 53 30 29 72 29 26 23 38 27 33 375 141 26 36 77 27 53
internal_value=0 -1705.86 -22163.6 -50597.6 -80885 371.993 -648.219 2219.33 21281.2 10137 22177.7 3002.08 -16469.8 -9313.02 7061.72 -14976 -18856.7 -13062.1 -25778.7 -51608.7 -6888 -1106.74 3767.46 -205.587 -6698.84 -9366.77 -2122.37 -9304.55 -40246.8 5690.52
internal_weight=0 1475 136 63 42 1339 1299 976 145 125 105 80 53 323 83 240 217 188 116 49 67 831 444 411 387 360 219 193 63 130
internal_count=4073804 1475 136 63 42 1339 1299 976 145 125 105 80 53 323 83 240 217 188 116 49 67 831 444 411 387 360 219 193 63 130
is_linear=0
shrinkage=0.1


Tree=3712
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 1 6 1 6 7 1 6 0 1 4 4 3 6 7 6 7 6 6 5 3 0 6 5 0 6
split_gain=4.02684e+11 8.0676e+12 1.66837e+13 2.81501e+13 3.05839e+13 2.40608e+13 2.27321e+13 1.98276e+13 3.00241e+13 2.05092e+13 1.94879e+13 2.60552e+13 3.22212e+13 1.9309e+13 4.17335e+13 2.52595e+13 2.36876e+13 3.50005e+13 2.09532e+13 2.85742e+13 1.88908e+13 2.02408e+13 1.81491e+13 1.78e+13 2.41487e+13 1.613e+13 2.90207e+13 3.08595e+13 4.91185e+13 4.90339e+13
threshold=65.559704250000024 57.125462300000009 57.100506200000005 65.64204770000002 4.5000000000000009 65.574968200000015 88.825000000000003 65.593879100000024 68.00500000000001 6.0000000000000009 72.839788400000018 86.030000000000015 56.986919400000012 65.593879100000024 15.500000000000002 19.500000000000004 8.5000000000000018 59.815000000000005 6.0000000000000009 65.805000000000021 6.0000000000000009 69.605000000000004 63.005000000000003 4.5000000000000009 4.5000000000000009 57.15297970000001 116.05000000000001 3.5000000000000004 57.14107305000001 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 9 -9 23 11 12 -5 14 16 -15 -7 -18 -16 -20 21 -6 -17 -4 -25 26 -3 28 -28 -29
right_child=1 25 7 10 5 13 -8 8 -10 -11 -12 -13 -14 15 18 22 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-18.067498914164286 110558.89701102121 3412.1379534825228 -1602.5697606351232 -17616.57235073889 -15279.732352455896 43708.274073240747 -50393.423437500001 -4068.5932659424129 -21386.442015539607 12742.854558330399 22.795182211848996 -55847.934225543489 8017.9827125372631 9003.8001774963413 4089.1935700350027 669.120072828616 36891.645738636369 215269.31633522731 24361.497613584652 141682.73037860577 4746.3793159600773 -114054.41221590909 -35322.523808120532 -4450.7346724076706 -121990.0635775862 206.81364083064693 43111.271787446123 170381.52865349266 -40467.92677105403 35916.036265450093
leaf_weight=3062454 28 12645 11098 1174 364 169 103 4828 1263 1042 934896 115 842 4010 688 366 22 22 103 26 1119 22 227 44 29 35645 174 34 118 134
leaf_count=3062454 28 12645 11098 1174 364 169 103 4828 1263 1042 934896 115 842 4010 688 366 22 22 103 26 1119 22 227 44 29 35645 174 34 118 134
internal_value=0 54.7099 -8.85034 49.1114 6248.15 5844.8 -4944.24 -2999.07 -7659.54 -674.757 1.02227 -9551.02 -6910.08 8924.64 21301.5 6155.1 60724.1 126080 11023.7 48007.6 -1833.77 -20909.4 -13108.5 -1926.31 -51144.4 1309.75 4309.68 28982.3 9336.12 63129.3
internal_weight=0 1.01135e+06 962600 944296 7269 7241 1608 18304 6091 12213 937027 2131 2016 5633 1030 4603 213 44 817 129 1505 386 593 11171 73 48750 13105 460 292 168
internal_count=4073804 1011350 962600 944296 7269 7241 1608 18304 6091 12213 937027 2131 2016 5633 1030 4603 213 44 817 129 1505 386 593 11171 73 48750 13105 460 292 168
is_linear=0
shrinkage=0.1


Tree=3713
num_leaves=31
num_cat=0
split_feature=0 6 6 4 0 1 6 1 1 0 0 4 4 4 0 6 5 3 6 6 6 6 3 3 5 3 3 3 5 3
split_gain=4.01986e+11 5.23778e+12 1.72814e+13 1.14596e+13 1.13365e+13 3.21723e+13 2.34682e+13 1.75553e+13 4.22743e+13 3.85024e+13 3.80207e+13 5.06067e+13 5.77099e+13 4.95376e+13 4.93884e+13 4.4958e+13 3.12118e+13 2.71975e+13 3.79488e+13 5.56015e+13 2.91574e+13 2.67417e+13 2.66913e+13 2.25456e+13 4.3952e+13 2.21267e+13 1.84502e+13 3.69141e+13 3.07972e+13 1.86434e+13
threshold=45.073441650000007 47.005000000000003 48.945000000000007 3.5000000000000004 45.015054600000006 38.893394150000006 90.045000000000016 38.91194105000001 38.927872750000006 45.047736150000013 45.036141150000006 20.500000000000004 15.500000000000002 8.5000000000000018 45.029425500000009 93.050000000000011 1.5000000000000002 15.500000000000002 101.02000000000002 112.00500000000001 92.02500000000002 60.910000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 9.5000000000000018 4.5000000000000009 5.5000000000000009 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 -1 3 -3 -4 6 -6 9 -9 10 11 12 13 -7 16 22 -14 18 20 -20 26 -18 -13 -23 -25 -26 -12 -28 29 -29
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 17 15 14 -15 -16 -17 21 -19 19 -21 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=-291.21398713713717 -11.304209539269342 -6333.757547090132 -360.97468821034016 5128.8389359587845 -14078.359249521745 93019.610714775219 -76479.790314275582 -7617.1388272441345 1404.4396451857529 -15399.548066856873 -2870.8885857833061 -91979.072170350613 12173.841628196024 -2169.9112696643365 3834.8425676618303 -141249.50886948532 175585.29697265627 -3616.368874289773 199689.30087890627 36701.105484375003 -39571.869974609377 -27921.468378906251 -3446.6156553657493 49107.991467598156 211264.27187500001 85704.534531250014 144469.83213404607 -11918.602077414773 111638.24506935588 46277.892936862248
leaf_weight=205076 3606732 951 145666 10522 694 57 66 5494 95157 577 76 41 77 1338 210 34 29 154 36 50 50 20 201 117 32 25 38 88 49 147
leaf_count=205076 3606732 951 145666 10522 694 57 66 5494 95157 577 76 41 77 1338 210 34 29 154 36 50 50 20 201 117 32 25 38 88 49 147
internal_value=0 87.2912 383.564 4178.7 209.761 1002.62 -19497.4 1152.29 912 8170.66 12911 6445.36 12243.4 1719.55 41029.3 -33573.9 67065.5 33407.4 44084.7 104929 32404.8 86019.1 -18445.9 72630.3 84188 156194 41447.1 51907.3 39522.1 24485.2
internal_weight=0 467072 261996 11473 250523 104857 760 104097 100651 3446 2869 2181 1905 1395 510 276 300 688 534 86 448 223 242 194 174 57 398 322 284 235
internal_count=4073804 467072 261996 11473 250523 104857 760 104097 100651 3446 2869 2181 1905 1395 510 276 300 688 534 86 448 223 242 194 174 57 398 322 284 235
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=31
num_cat=0
split_feature=6 4 6 0 0 1 1 4 1 1 3 4 1 2 1 0 7 1 1 0 0 0 1 1 0 6 0 1 3 4
split_gain=4.12753e+11 8.61157e+12 3.46364e+13 2.67809e+13 2.32944e+13 3.412e+13 1.73598e+13 1.728e+13 2.23307e+13 3.66892e+13 2.91969e+13 3.43342e+13 3.02752e+13 1.77216e+13 1.66294e+13 1.57732e+13 1.7384e+13 1.51769e+13 2.67749e+13 2.39058e+13 1.50808e+13 6.59901e+13 2.21203e+13 1.53098e+13 1.49602e+13 3.50856e+13 4.06944e+13 5.04159e+13 5.57658e+13 4.24761e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 45.047736150000013 59.91832440000001 30.303340300000002 39.069277450000008 25.500000000000004 37.780517050000007 37.343102500000008 3.5000000000000004 20.500000000000004 30.509101000000005 1250.5000000000002 65.534455000000023 55.876067900000002 6.0000000000000009 37.71815560000001 37.425454150000007 55.721784200000009 55.595177750000005 55.753967500000009 37.488790500000007 37.563506350000004 43.687280500000007 84.00500000000001 43.6005307 39.712886600000012 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 -2 3 6 7 -6 -3 8 9 10 -5 -12 -13 -9 -10 17 -17 18 19 -11 -20 -22 -23 -24 25 -4 -27 -28 29 -29
right_child=1 2 24 4 5 -7 -8 13 14 15 11 12 -14 -15 -16 16 -18 -19 20 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=9.7756734225551156 236.92919718569757 76570.100055803574 -99812.362284482762 -75638.990827047426 -33863.160241427955 42129.104450545201 -25082.182519531252 51951.758418294274 -1009.6464213010912 -136126.47263183593 56131.0338955966 -66696.741782756028 335.24024085359201 -11323.64694055628 -24367.870779944642 -42018.500990188957 -136937.63512625557 -54605.138020352861 -37201.102958984375 -34038.770285976083 171317.66097146738 48329.168935546877 -113669.2470481179 -16771.729396856401 -664.6454992779868 5551.9789425339814 -59589.791718750006 251248.80156250001 13365.950277217744 89919.948759191189
leaf_weight=3722681 238384 56 29 58 90 172 24 75 958 32 88 83 358 108 447 43 35 271 85 81 23 40 22 63 107955 1376 30 24 62 51
leaf_count=3722681 238384 56 29 58 90 172 24 75 958 32 88 83 358 108 447 43 35 271 85 81 23 40 22 63 107955 1376 30 24 62 51
internal_value=0 -103.644 -823.777 -11059.1 -12518.5 16024.9 46074.4 -15124.2 -17149.2 -26692.7 -8285.08 -900.345 -12280.8 14608.9 -8441.05 -42239.9 -84610.4 -36883.5 -23003.3 -62948.6 -3630.74 15649.5 -12993.4 -41851.1 -523.615 9161.48 11209.6 57825.7 83537.1 141545
internal_weight=0 351123 112739 3212 3132 262 80 2870 2687 1282 587 529 441 183 1405 695 78 617 346 113 233 148 125 85 109527 1572 1543 167 137 75
internal_count=4073804 351123 112739 3212 3132 262 80 2870 2687 1282 587 529 441 183 1405 695 78 617 346 113 233 148 125 85 109527 1572 1543 167 137 75
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 7 0 2 0 0 6 5 6 4 1 6 0 6 1 0 1 4 4 7 1 0 4 0 6 6
split_gain=4.26828e+11 5.50529e+12 2.07701e+13 2.23587e+13 4.50407e+13 6.64405e+13 5.77058e+13 4.07964e+13 9.73735e+13 4.6796e+13 3.85651e+13 3.98544e+13 7.64172e+13 3.73681e+13 7.49318e+13 4.23748e+13 3.94386e+13 3.58938e+13 3.06135e+13 3.05903e+13 3.65575e+13 6.72777e+13 3.04835e+13 3.00144e+13 4.21242e+13 3.22803e+13 3.18028e+13 2.95611e+13 2.75878e+13 4.28919e+13
threshold=37.873748150000004 37.978059650000013 44.739668300000005 15.500000000000002 16.500000000000004 6.0000000000000009 55.79439725000001 4311.5000000000009 55.622114900000007 55.633951400000008 80.030000000000015 2.5000000000000004 66.010000000000005 7.5000000000000009 37.897576350000001 118.04500000000002 56.288960650000007 59.245000000000012 37.897576350000001 55.721784200000009 37.957884500000006 14.500000000000002 13.500000000000002 6.0000000000000009 37.924401400000008 55.696737300000009 14.500000000000002 55.539595350000006 81.02500000000002 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 7 5 -5 -7 8 27 -10 11 12 17 14 -11 16 -16 -6 -9 20 23 22 -22 24 25 -15 28 -4 -25 -30
right_child=1 -3 3 4 10 6 -8 18 9 13 -12 -13 -14 19 15 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=54.784115465489712 27152.893478218841 0.58057881167119174 -14786.831156155735 1713.9833623655843 -765.41277626746808 16818.473600374859 73256.248756812449 -2777.4238971467225 57317.846417760855 18236.629479426148 -12066.385335380481 11537.65308125212 -22071.718658969978 -4394.8443841898215 -3666.2166670909664 80412.492061705503 -65207.092200397994 9838.6678293945715 10303.813096196172 -12907.908909337308 -15364.576832339641 -47374.431944486183 41665.48777846856 -24977.445043039475 -28822.057491914824 21467.659929827481 26012.787978156306 -37057.672763032569 155564.90397727274 -21665.92431301541
leaf_weight=1054147 262 2956684 1407 1433 22064 480 291 3866 128 2037 2575 3042 1553 1060 5917 59 106 3732 3330 5082 114 130 527 1260 385 886 155 1034 22 36
leaf_count=1054147 262 2956684 1407 1433 22064 480 291 3866 128 2037 2575 3042 1553 1060 5917 59 106 3732 3330 5082 114 130 527 1260 385 886 155 1034 22 36
internal_value=0 -19.1249 -944.327 -1061.71 609.202 14449.4 38119.9 -3195.48 -5484.44 -2929.97 -316.112 679.478 -528.266 -3363.8 1636.58 -3923.15 -4749.29 768.718 3276.01 -7567.81 -1635.92 18219.8 31522.9 -5660.31 1400.82 7380.17 -16834.4 -24220.7 -21873.4 45559.6
internal_weight=0 3.01966e+06 62973 62711 35170 2204 771 27541 20345 17904 32966 30391 27349 17776 8119 6082 6023 25796 7196 9657 4575 771 641 3804 2331 1946 1473 2441 1318 58
internal_count=4073804 3019657 62973 62711 35170 2204 771 27541 20345 17904 32966 30391 27349 17776 8119 6082 6023 25796 7196 9657 4575 771 641 3804 2331 1946 1473 2441 1318 58
is_linear=0
shrinkage=0.1


Tree=3716
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 2 0 5 6 1 4 7 0 0 4 4 3 3 1 4 1 3 3 1 1 4 4 1 7 1
split_gain=4.14152e+11 1.68351e+13 1.60203e+13 2.46586e+13 3.42858e+13 2.36906e+13 2.29586e+13 1.55734e+13 1.58126e+13 2.29914e+13 2.63707e+13 3.43992e+13 3.31242e+13 2.57776e+13 2.56972e+13 1.94316e+13 1.93318e+13 1.87686e+13 1.4708e+13 5.01077e+13 5.88087e+13 7.39482e+13 2.3827e+13 1.94519e+13 1.29896e+13 3.65012e+13 1.82545e+13 1.80485e+13 1.69443e+13 1.51477e+13
threshold=66.50500000000001 65.805000000000021 30.323041000000003 30.205407000000005 4.5000000000000009 3338.0000000000005 60.042359000000012 1.5000000000000002 66.010000000000005 30.315889700000003 7.5000000000000009 6.0000000000000009 59.939085000000013 59.982409200000006 16.500000000000004 9.5000000000000018 1.5000000000000002 4.5000000000000009 30.345769800000003 12.500000000000002 30.330566300000005 4.5000000000000009 5.5000000000000009 30.370944000000005 30.410676000000006 10.500000000000002 8.5000000000000018 30.389265100000003 6.0000000000000009 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 10 12 15 -10 14 -13 -12 -9 -17 19 20 22 -22 -4 -20 25 26 -25 -28 -27 -26
right_child=-2 2 18 6 -6 -7 -8 8 9 -11 11 13 -14 -15 -16 17 -18 -19 23 -21 21 -23 -24 24 29 28 27 -29 -30 -31
leaf_value=7.0724004431104284 63.368270848545002 -153622.86592261906 -51522.440287162164 -76797.374715597587 7789.6651106494628 -27777.20615985577 30663.956071174922 -90445.756169181041 68330.012962582245 27077.631399601065 -107818.37485119049 -151277.88679166668 -90663.659042968764 -35206.326472355773 -34208.818781250004 64067.916510416675 -6323.3986606994767 -30886.277113970591 -32540.668094731303 -24266.954735054347 23530.715436422415 245687.57152217743 74852.25115625 35256.869600694445 -23676.138659822489 91745.538929254239 -104280.68903099798 -8220.9489239386803 16188.093494370405 -1668.1835515358318
leaf_weight=3217595 823011 21 37 57 755 52 77 29 38 47 21 75 20 52 25 30 471 68 206 115 29 31 25 45 316 71 31 53 51 30350
leaf_count=3217595 823011 21 37 57 755 52 77 29 38 47 21 75 20 52 25 30 471 68 206 115 29 31 25 45 316 71 31 53 51 30350
internal_value=0 -16.0431 -2256.43 -11330.3 1462.2 -63979.4 -21817.7 -26149 -22853.4 -38346.5 -47692.8 -60790.4 13504.6 -92314.4 -122011 -20524.5 -11202.5 -1818.67 -1724.61 23092.7 67735.1 138312 -564.903 -1913.59 -1709.52 20946.9 -16138.4 -43671.6 60160 -1894.97
internal_weight=0 3.25079e+06 33198 1838 828 73 1010 933 876 376 329 271 58 152 100 119 500 98 31360 237 122 60 62 31123 30917 251 129 84 122 30666
internal_count=4073804 3250793 33198 1838 828 73 1010 933 876 376 329 271 58 152 100 119 500 98 31360 237 122 60 62 31123 30917 251 129 84 122 30666
is_linear=0
shrinkage=0.1


Tree=3717
num_leaves=31
num_cat=0
split_feature=3 1 6 6 7 6 0 1 1 3 6 1 6 5 4 1 6 0 6 1 1 6 6 3 6 0 4 6 0 1
split_gain=4.12847e+11 7.9337e+12 2.57131e+13 6.19222e+12 1.15972e+13 6.40108e+12 4.76445e+12 4.17396e+12 6.46832e+12 8.18327e+12 4.72686e+12 4.68582e+12 1.04919e+13 1.49937e+13 4.68142e+12 4.63174e+12 4.28279e+12 8.00272e+12 4.17096e+12 6.31573e+12 4.46948e+12 4.1088e+12 3.77352e+12 3.55762e+12 7.1956e+12 3.60825e+12 4.41761e+12 5.87941e+12 4.30022e+12 3.56912e+12
threshold=23.500000000000004 30.260128500000004 99.050000000000011 66.990000000000023 6.0000000000000009 57.995000000000012 60.002985000000002 82.956351500000011 82.973036600000015 25.500000000000004 66.010000000000005 82.941727000000014 97.020000000000024 3.5000000000000004 25.500000000000004 82.93515810000001 62.010000000000012 55.034466500000008 51.805000000000007 86.169282750000022 92.865667950000017 69.605000000000004 51.805000000000007 24.500000000000004 87.395000000000024 55.046782850000007 25.500000000000004 62.625000000000007 55.014210500000011 82.958608050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 23 18 15 14 -14 22 -3 -17 -18 20 -20 -10 -12 -13 24 25 28 27 -27 -9 -25
right_child=1 7 -4 4 -6 -7 -8 8 10 -11 21 12 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-2.6710836579033974 -5716.8047855574605 588.70339210629095 -96759.191601562503 12625.841666666667 -14017.47528157552 -35885.951330879405 73556.596188446973 15229.890179091233 -7567.0317889789212 59534.483051757823 -50383.30357142858 -13925.445707084038 75867.528660534284 1387.4112670319907 -8912.3232295907565 36774.832065502567 45628.818750000006 -13465.134257812502 49200.462782796225 -1102.0331946739784 21412.717416294647 -7355.0748959550228 -46557.712982536767 19857.107159090912 72763.276800271749 63782.028437500005 -12132.212969501203 14119.542902542375 -31824.666343245972 -12409.63150098193
leaf_weight=4045324 715 25552 32 21 60 78 33 52 222 40 28 74 31 211 486 67 33 75 48 52 70 107 68 55 23 40 26 59 31 91
leaf_count=4045324 715 25552 32 21 60 78 33 52 222 40 28 74 31 211 486 67 33 75 48 52 70 107 68 55 23 40 26 59 31 91
internal_value=0 379.403 -8659.69 -5551.44 16240.9 -8684.26 49861.3 687.588 7222.12 16527.8 -141.176 455.659 -6762.25 10928.3 -13579.3 699.745 16913 4591.35 5416.65 23043.2 -619.832 -16279.4 -29552.2 11964.7 19687.6 13818.7 24551.2 34185.2 -2344.7 -254.353
internal_weight=0 28480 939 907 114 793 54 27541 944 417 527 26597 870 242 628 25727 175 108 392 100 292 135 142 377 231 208 125 99 83 146
internal_count=4073804 28480 939 907 114 793 54 27541 944 417 527 26597 870 242 628 25727 175 108 392 100 292 135 142 377 231 208 125 99 83 146
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=31
num_cat=0
split_feature=0 4 3 0 0 1 0 0 6 4 0 0 1 3 6 6 6 6 1 1 5 7 4 5 6 1 7 6 1 1
split_gain=4.21205e+11 4.65633e+12 9.06096e+12 2.42432e+13 9.04605e+13 9.93694e+13 4.62822e+13 2.18406e+13 1.28023e+14 8.80221e+13 2.30159e+13 2.6047e+13 2.36648e+13 2.76694e+13 1.9e+13 3.69505e+13 2.73844e+13 4.2914e+13 3.93009e+13 3.05391e+13 4.23646e+13 2.51477e+13 2.21849e+13 6.33555e+13 1.91891e+13 1.69612e+13 1.69385e+13 1.65984e+13 3.1295e+13 2.54318e+13
threshold=59.764576050000009 8.5000000000000018 6.5000000000000009 59.933037250000005 59.905532300000012 30.410676000000006 59.882709350000006 59.939085000000013 77.010000000000005 7.5000000000000009 59.963561900000009 59.990753350000013 30.277905650000005 7.5000000000000009 45.005000000000003 41.285000000000004 63.140000000000008 78.605000000000004 30.389265100000003 30.277905650000005 2.5000000000000004 6.0000000000000009 7.5000000000000009 2.5000000000000004 58.755000000000003 30.323041000000003 6.0000000000000009 69.015000000000015 30.315889700000003 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 8 -5 -10 14 12 13 -12 15 -9 18 19 24 21 -21 -18 -19 -24 -16 27 -25 29 -29 -4
right_child=1 -3 3 7 5 -7 -8 10 9 -11 11 -13 -14 -15 16 -17 17 22 -20 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-10.731243790806129 -625.18141700326487 296.97605502790935 2422.9471505544157 8656.6308336452112 67797.022641550444 -118364.03006552419 -51549.583379027565 10428.315170335038 -62198.10686383929 -336875.19015625003 74063.496777343753 661.70088754695325 -63968.346281934311 -67977.467024739584 63886.120141173247 -111070.13512474799 -23527.352168642243 -10493.867201861214 -23392.266021858377 109062.964921875 -73633.930255681829 -130862.64841517858 -37356.778249999996 230312.8671875 156279.37739955357 45901.261443185336 103157.2915127841 -1641.6085058593753 -113948.56390861743 79508.120686848968
leaf_weight=3665537 103647 301766 395 167 382 31 161 130 28 20 32 599 137 24 114 31 58 34 47 30 22 35 25 20 28 101 22 100 33 48
leaf_count=3665537 103647 301766 395 167 382 31 161 130 28 20 32 599 137 24 114 31 58 34 47 30 22 35 25 20 28 101 22 100 33 48
internal_value=0 96.3481 -472.122 5086.43 15519.4 53823.7 -3358.55 -3055.55 -32713.5 -176647 1538.44 -9632.24 -41580.8 13188.8 16382.7 -12965.8 27245 5252.72 55869.9 -29605.8 31768.1 -63922.4 55297.1 88683.6 82104.5 8101.95 163708 1473.94 -29507.2 10775.3
internal_weight=0 408267 106501 2854 1251 413 838 1603 215 48 1388 792 193 56 596 161 435 246 189 145 52 93 101 67 142 677 42 576 133 443
internal_count=4073804 408267 106501 2854 1251 413 838 1603 215 48 1388 792 193 56 596 161 435 246 189 145 52 93 101 67 142 677 42 576 133 443
is_linear=0
shrinkage=0.1


Tree=3719
num_leaves=31
num_cat=0
split_feature=4 0 1 1 6 1 5 6 6 6 6 3 0 3 1 0 6 3 6 0 3 6 7 3 1 3 1 0 3 6
split_gain=4.54186e+11 3.32181e+12 7.14751e+12 1.91526e+13 7.16179e+13 3.29396e+13 3.80009e+13 3.48183e+13 2.70314e+13 2.53372e+13 2.60714e+13 2.44018e+13 2.39476e+13 1.64392e+13 1.61731e+13 4.10671e+13 4.33536e+13 3.31272e+13 4.7847e+13 6.01778e+13 4.5099e+13 6.31206e+13 3.60545e+13 3.00929e+13 2.90275e+13 2.8509e+13 2.64759e+13 4.2327e+13 2.52576e+13 3.462e+13
threshold=5.5000000000000009 55.080855950000007 39.735861600000007 39.939672500000007 67.445000000000007 39.908802000000009 2.5000000000000004 108.05000000000001 94.02500000000002 80.720000000000013 77.565000000000012 3.5000000000000004 47.319699650000011 2.5000000000000004 40.377616600000003 46.323575350000006 72.020000000000024 2.5000000000000004 61.425000000000004 44.249882500000005 3.5000000000000004 66.990000000000023 6.0000000000000009 1.5000000000000002 40.024897700000004 3.5000000000000004 40.965343750000009 44.249882500000005 2.5000000000000004 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 -7 8 9 10 11 13 -4 -8 15 16 17 22 -19 20 -20 -22 23 -5 -25 28 27 -16 29 -18
right_child=-2 -3 3 14 5 6 7 -9 -10 -11 -12 -13 -14 -15 26 -17 25 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=364.62119528490041 -20.878555800303662 217.58594037794688 -572.70185519319648 16546.449690038655 -14526.611413614994 -118706.95071924604 -12888.19254365809 -110499.21437500001 91532.325781250009 -95866.722978515623 94368.659801136368 68914.230894886365 -17346.420801267461 -101884.1200669643 -83886.443312610034 -929.2076699520602 161218.54156901044 10261.121857123622 143468.86735853562 9153.9669046773543 112158.62385451859 -98799.635224184778 -41167.278915707429 -19724.120008886333 9235.1545033692946 83290.886936460738 -212.17909864638611 -6178.3817469567202 -3258.6804906091024 34043.617068142361
leaf_weight=194417 2928705 593538 22249 954 2395 63 51 45 22 40 22 22 885 35 71 9316 24 1940 89 154 37 23 202 758 637 109 311134 5497 172 198
leaf_count=194417 2928705 593538 22249 954 2395 63 51 45 22 40 22 22 885 35 71 9316 24 1940 89 154 37 23 202 758 637 109 311134 5497 172 198
internal_value=0 53.399 -123.284 -388.882 -3011.65 -18439.4 -49676.6 -31326.8 -12770.7 -26268.7 -4853.99 -25066 -1214.39 -49107.5 -184.414 3068.19 10098.6 7168.11 16033.2 52989.8 98296.7 31291.3 -626.643 2859.61 -6500.42 38028 -334.493 -7169.27 25506.1 47792.3
internal_weight=0 1.1451e+06 551561 357144 25829 2695 300 237 192 170 130 108 23134 86 331315 14613 5297 4794 2243 303 149 60 2551 2349 1395 503 316702 5568 394 222
internal_count=4073804 1145099 551561 357144 25829 2695 300 237 192 170 130 108 23134 86 331315 14613 5297 4794 2243 303 149 60 2551 2349 1395 503 316702 5568 394 222
is_linear=0
shrinkage=0.1


Tree=3720
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 7 6 2 6 6 0 6 4 6 4 1 4 5 0 3 1 6 2 1 1 6 6 6 4 1
split_gain=4.49606e+11 2.88299e+12 2.29398e+13 2.19039e+13 1.50553e+13 1.49335e+13 1.17968e+13 1.07795e+13 1.06313e+13 9.80061e+12 1.64436e+13 1.67446e+13 4.65019e+13 4.81239e+13 1.19202e+13 1.13316e+13 1.02643e+13 8.17458e+12 1.73667e+13 1.95562e+13 1.87148e+13 1.44603e+13 1.5461e+13 1.6825e+13 2.238e+13 1.5247e+13 1.48257e+13 1.42961e+13 2.34764e+13 3.29535e+13
threshold=3.5000000000000004 44.878071950000013 44.895258050000002 37.318079750000003 37.755233900000007 6.0000000000000009 99.050000000000011 7833.0000000000009 40.905000000000008 83.820000000000007 44.685196900000008 51.805000000000007 2.5000000000000004 69.605000000000004 2.5000000000000004 37.290808600000013 2.5000000000000004 4.5000000000000009 43.550475500000012 1.5000000000000002 39.723160900000003 108.05000000000001 13916.000000000002 38.109452700000006 39.689978950000004 125.02000000000002 149.05000000000004 98.020000000000024 2.5000000000000004 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 -3 -7 -1 10 11 16 -13 -14 -11 -12 -10 21 -19 20 -20 27 23 25 -25 -23 -27 -6 -29 -30
right_child=-2 2 -4 -5 17 7 -8 -9 9 14 15 12 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=2781.8180244894811 -8.2410189388838884 -29217.335359657693 89.711701148968984 -307.2869234384741 284.6384912209021 -2146.4151137493068 -104534.21202059661 -55862.869838169652 157183.28046875002 22071.54195731027 -37798.804933035717 -54569.617192508013 18529.715524839743 203499.94318181821 -39231.657502693968 20522.207357435283 64062.145096982764 51617.45219777961 -24554.752377717392 -42791.4803100586 99279.424521108784 -27565.38720703125 64544.849201766308 -98850.3475761218 -19642.509914182821 123696.41785714286 6228.2610795454548 -9454.2931597222232 103930.6039233011 13670.092885461319
leaf_weight=544 3837650 380 215030 401 17319 338 22 42 20 70 35 39 39 22 58 692 29 95 23 64 26 32 23 39 418 21 22 135 63 113
leaf_count=544 3837650 380 215030 401 17319 338 22 42 20 70 35 39 39 22 58 692 29 95 23 64 26 32 23 39 418 21 22 135 63 113
internal_value=0 133.922 26.7111 -16843.8 1272.62 9679.71 -33339.2 -8083.5 14040.2 20140.3 23917 54180.6 30714.4 85240.3 -5706.47 17714.5 102071 391.374 20103.4 -6390.7 41153.2 165.907 -15727.3 -19197.7 -26402 24700.7 63596.4 666.232 21916.5 45979.3
internal_weight=0 236154 215833 803 20321 1928 402 380 1548 1004 876 149 100 61 128 727 49 18393 208 113 49 18185 555 532 457 75 43 17630 311 176
internal_count=4073804 236154 215833 803 20321 1928 402 380 1548 1004 876 149 100 61 128 727 49 18393 208 113 49 18185 555 532 457 75 43 17630 311 176
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 7 4 5 6 4 3 6 0 4 0 4 1 3 0 4 1 0 0 6 3 6 1 4 3 4
split_gain=4.28237e+11 5.24214e+12 1.30798e+13 1.72652e+13 8.30333e+12 8.91532e+12 1.09533e+13 7.14945e+12 6.80957e+12 6.42166e+12 6.3103e+12 6.20113e+12 5.90669e+12 7.2048e+12 5.27216e+12 5.00294e+12 1.88338e+13 2.28418e+13 2.63757e+13 2.56286e+13 8.13294e+13 2.07618e+13 2.03182e+13 3.34859e+13 3.64077e+13 3.25862e+13 2.49413e+13 6.36131e+13 3.24358e+13 3.03342e+13
threshold=82.648284550000014 72.839788400000018 12.500000000000002 15.500000000000002 114.05000000000001 6.0000000000000009 16.500000000000004 2.5000000000000004 24.030000000000005 13.500000000000002 17.500000000000004 39.995000000000012 55.026775150000006 16.500000000000004 51.307150200000002 16.500000000000004 82.901648750000021 1.5000000000000002 54.988402950000008 11.500000000000002 82.895858600000011 54.973017600000006 55.034466500000008 73.995000000000019 2.5000000000000004 72.50500000000001 82.825258850000026 8.5000000000000018 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 -1 8 9 5 10 11 -8 -3 -4 12 -7 -5 -14 -10 16 17 -2 19 -19 21 -21 23 25 -25 -20 27 28 29 -24
right_child=15 2 3 4 -6 6 7 -9 14 -11 -12 -13 13 -15 -16 -17 -18 18 22 20 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.6969722297559464 6464.4172382176357 19232.025003161536 61173.770314378002 13054.263539675449 59733.860644531254 -9052.034593290442 2548.0805627893519 -57685.030930397734 11866.272942880485 22323.235610844538 35105.536979166667 38190.210537880346 -32179.172432124149 -5920.2699034705529 -3274.64890041223 -503.52712944026382 18.826865369438888 2804.4371427844653 -2201.743602864326 444.0452968190769 127528.99043898811 24274.686875870782 33425.523277660926 -50006.283116566054 -10122.037226328297 34084.543367125494 4193.6291875308016 -37977.510386698639 102783.51575100806 -4984.0615453309365
leaf_weight=3126382 9190 139 52 94 24 34 189 22 234 234 33 152 154 325 13376 134969 739492 18175 13813 788 63 682 234 264 1720 252 10470 522 31 1695
leaf_count=3126382 9190 139 52 94 24 34 189 22 234 234 33 152 154 325 13376 134969 739492 18175 13813 788 63 682 234 264 1720 252 10470 522 31 1695
internal_value=0 -17.6632 -1878.76 7657.16 1605.82 214.918 11863.1 -3732.15 -2789.42 29387 -7416 29554.5 -9864.89 -14362.6 -3014.33 59.5134 154.816 1891.68 1028.93 3851.75 16268.5 11500.2 -889.35 -3267.18 -15429.2 -1551.61 2057.05 -6955.84 1306.06 -324.734
internal_weight=0 3.14144e+06 15062 1313 1027 1003 397 211 13749 286 606 186 573 479 13610 932360 797391 57899 48709 19708 1533 1470 29001 16049 1984 14065 12952 2482 1960 1929
internal_count=4073804 3141444 15062 1313 1027 1003 397 211 13749 286 606 186 573 479 13610 932360 797391 57899 48709 19708 1533 1470 29001 16049 1984 14065 12952 2482 1960 1929
is_linear=0
shrinkage=0.1


Tree=3722
num_leaves=31
num_cat=0
split_feature=6 6 2 4 4 1 4 0 1 1 4 3 4 0 0 1 1 5 1 0 4 0 1 1 4 3 0 3 3 1
split_gain=4.21107e+11 1.36366e+13 1.36304e+13 1.92358e+13 6.23723e+13 2.28214e+13 2.31501e+13 2.54708e+13 1.87406e+13 1.81657e+13 1.97523e+13 2.01854e+13 2.51515e+13 2.86866e+13 3.30187e+13 2.15349e+13 2.36694e+13 2.7547e+13 2.0541e+13 4.68788e+13 1.98094e+13 1.84758e+13 1.6568e+13 1.62218e+13 2.58107e+13 3.97315e+13 8.49046e+13 2.61505e+13 2.78874e+13 4.74003e+13
threshold=66.50500000000001 65.805000000000021 36.000000000000007 10.500000000000002 9.5000000000000018 37.631035900000008 5.5000000000000009 55.768246800000007 37.682335600000009 39.023883200000007 15.500000000000002 5.5000000000000009 8.5000000000000018 55.883833400000007 59.856552950000008 30.330566300000005 30.260128500000004 1.5000000000000002 30.345769800000003 59.963561900000009 4.5000000000000009 60.05226170000001 28.601854300000003 37.702956500000006 25.500000000000004 16.500000000000004 55.82518790000001 13.500000000000002 8.5000000000000018 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 15 13 -13 -15 16 20 -18 19 -17 22 -12 -4 24 27 -26 -27 28 -5 -30
right_child=-2 2 9 23 -6 6 8 -9 -10 -11 21 12 -14 14 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=4.6268866984774268 63.898108414308581 7980.2148683051846 -8791.577066200658 5897.6278275823024 -173807.05976987095 70722.566379310345 -157739.6773809524 -75968.94998291017 -45810.985755333531 -1010.5755348755795 -13005.585035130165 9682.8967416414653 2435.5320599673637 199468.11299758186 44620.219648437502 173990.15081845238 -149612.62151988636 -33847.906883049625 -3773.0587476074616 -26891.872205528845 271.86951944276234 41201.923608398443 -102801.44676942569 30388.372237977288 -54010.122928148019 -34631.356005859379 210604.74117187501 -10549.374793335228 48960.476831054693 -59431.318715277783
leaf_weight=3217595 823011 346 38 747 23 29 21 20 52 21194 3580 93 1702 21 40 21 22 313 2932 26 458 64 37 302 157 48 20 457 390 45
leaf_count=3217595 823011 346 38 747 23 29 21 20 52 21194 3580 93 1702 21 40 21 22 313 2932 26 458 64 37 302 157 48 20 457 390 45
internal_value=0 -16.1772 -2032.54 4837.26 -13033.7 -5132.42 -42320.7 10848.5 -78009.7 -2630.2 -6302.64 -2628.03 5937.19 44637.3 97928.5 -6760.36 -20621.1 -41450.4 -2721.72 62863.9 -7529.49 -12053.5 -55169.8 8888.33 5404.96 -26354.7 37496.9 9764.88 17619 37747.5
internal_weight=0 3.25079e+06 33198 2657 491 468 122 49 73 30541 9347 5703 1856 154 61 3847 868 335 2979 47 533 3644 75 2166 1864 225 68 1639 1182 435
internal_count=4073804 3250793 33198 2657 491 468 122 49 73 30541 9347 5703 1856 154 61 3847 868 335 2979 47 533 3644 75 2166 1864 225 68 1639 1182 435
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=31
num_cat=0
split_feature=6 6 1 0 3 4 2 1 1 0 1 0 1 1 4 4 1 1 1 0 1 4 4 0 0 7 0 1 5 4
split_gain=4.12198e+11 5.58804e+12 2.51728e+13 1.92289e+13 1.83073e+13 1.64067e+13 1.53448e+13 1.38702e+13 1.73107e+13 3.22584e+13 2.48229e+13 1.39045e+13 1.78571e+13 1.35081e+13 2.10884e+13 2.45764e+13 1.6544e+13 1.45253e+13 3.31643e+13 4.26549e+13 1.82881e+13 3.60147e+13 1.45066e+13 1.70717e+13 1.31834e+13 1.26975e+13 1.25776e+13 1.26819e+13 1.37282e+13 1.31798e+13
threshold=54.010000000000012 54.410000000000004 30.277905650000005 59.864072000000007 15.500000000000002 24.500000000000004 75.000000000000014 37.682335600000009 37.740454950000007 55.667390500000003 37.780517050000007 55.728148450000006 37.729575300000008 30.370944000000005 13.500000000000002 11.500000000000002 30.303340300000002 37.618684050000006 37.649344350000007 55.897267000000006 37.46219940000001 22.500000000000004 20.500000000000004 59.939085000000013 55.667390500000003 6.0000000000000009 55.876067900000002 37.425454150000007 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 -2 6 -5 7 26 9 -9 24 12 -11 14 15 16 -8 20 19 -19 -15 -22 23 -16 -10 -24 27 -4 29 -29
right_child=1 -3 4 5 -6 -7 13 8 10 11 -12 -13 -14 17 22 -17 -18 18 -20 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-26.573205515929711 6418.2836253446694 23.10312152122529 290.54559483949828 -37513.898658229882 -8932.3124455650905 14718.306654696993 77201.087456597234 18535.097497755483 15056.483524576823 -110521.12709037164 -8866.344938858696 6163.988760080646 -31211.996088947235 -1947.0978658305967 -45180.607414970014 81785.258682528409 1022.6400312214872 -18465.888113606772 3400.9799098614949 138447.88955792683 -10410.772361086729 -101743.55493421054 86738.025312500016 40929.68305989584 106150.03196476065 6178.6255826822926 -18274.244657628678 70525.848633559872 -21421.214056254543 30165.89484351586
leaf_weight=2399345 238 1663284 147 365 1069 72 36 248 24 37 69 62 122 1149 99 88 137 30 6042 41 178 57 25 30 47 90 68 98 43 464
leaf_count=2399345 238 1663284 147 365 1069 72 36 248 24 37 69 62 122 1149 99 88 137 30 6042 41 178 57 25 30 47 90 68 98 43 464
internal_value=0 38.077 2266.78 -16452.3 3470.15 -28908.1 4875.96 14421.1 2989.09 -6222.33 33847.4 -34004.4 -49667.6 3171.38 19001.9 38760.3 16874.8 2105.03 4199.43 72146.3 -7145.75 -32563.8 -2133.04 -25155 75357.8 23691.5 22911.5 26635.8 33037 37203.8
internal_weight=0 1.67446e+06 11175 675 10500 437 9431 1429 609 469 140 221 159 8002 505 261 173 7497 6113 71 1384 235 244 129 71 115 820 752 605 562
internal_count=4073804 1674459 11175 675 10500 437 9431 1429 609 469 140 221 159 8002 505 261 173 7497 6113 71 1384 235 244 129 71 115 820 752 605 562
is_linear=0
shrinkage=0.1


Tree=3724
num_leaves=31
num_cat=0
split_feature=2 1 0 6 4 5 6 0 1 1 4 0 6 6 6 3 0 4 6 6 0 1 0 3 3 4 1 3 3 1
split_gain=4.02165e+11 7.95413e+12 2.53268e+13 1.62049e+13 3.93715e+13 7.48756e+13 2.77826e+13 3.66249e+13 2.68802e+13 2.86443e+13 2.66138e+13 2.53455e+13 3.70604e+13 2.28027e+13 2.25764e+13 2.14386e+13 2.252e+13 2.11645e+13 2.04915e+13 3.83542e+13 4.0346e+13 1.74391e+13 1.72797e+13 1.63961e+13 2.14099e+13 1.60049e+13 1.5199e+13 1.45549e+13 1.46049e+13 1.29585e+13
threshold=36.000000000000007 37.843405600000004 55.743464250000009 71.715000000000018 6.5000000000000009 2.5000000000000004 66.010000000000005 55.710673100000008 37.873748150000004 37.897576350000001 13.500000000000002 55.702806750000008 80.030000000000015 65.00500000000001 78.605000000000004 16.500000000000004 55.696737300000009 18.500000000000004 98.020000000000024 81.02500000000002 55.685785750000008 37.924401400000008 55.737027400000009 7.5000000000000009 8.5000000000000018 24.500000000000004 37.924401400000008 2.5000000000000004 8.5000000000000018 37.858952300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 10 17 -10 -8 12 15 22 -13 16 -11 18 19 20 -7 -18 -3 -24 -25 -23 -14 -22 29 -29
right_child=-2 2 -4 4 5 8 7 -9 9 11 -12 14 26 -15 -16 -17 21 -19 -20 -21 27 25 23 24 -26 -27 -28 28 -30 -31
leaf_value=-20.086973371468247 8.704887485284047 -2040.6957733776349 -45714.240630702552 118813.8269701087 -157647.79042410714 81103.168141084563 129824.27015625002 158766.92933238635 36465.729555046702 -49476.888031250004 6921.368531593118 -43202.204184422357 -81278.231432291679 -89807.821417025873 -39.252697481427873 -34965.196566495026 88141.314572143558 44267.859724506583 43188.295324337123 -89261.719033462403 -75705.83299767127 13460.92262645657 -2946.5930049442745 132717.21885190217 28962.277761944624 94202.605421496977 -9830.9240767045467 -18852.893941353464 -42128.289855806332 54295.687025960295
leaf_weight=281456 3783399 6574 137 23 35 34 20 22 174 25 148 264 45 29 224 44 80 38 33 113 65 118 143 23 147 31 88 74 162 36
leaf_count=281456 3783399 6574 137 23 35 34 20 22 174 25 148 264 45 29 224 44 80 38 33 113 65 118 143 23 147 31 88 74 162 36
internal_value=0 -113.407 -3048.44 -2385.11 -11137.1 -12913.1 -283.936 37440.6 -9839.2 -738.514 21552.7 -7782.62 9888.5 -1320.33 -23389.7 29478.5 40641.9 -27761.8 -33056.1 -38254.5 -22718.7 50480.2 -947.72 22008.3 42999.7 30259.5 -34004.8 -33193.3 -23034 5086.64
internal_weight=0 290405 8949 8812 1706 1683 7106 190 1648 1093 168 919 431 6916 488 298 254 555 517 484 371 229 6887 313 170 149 133 337 272 110
internal_count=4073804 290405 8949 8812 1706 1683 7106 190 1648 1093 168 919 431 6916 488 298 254 555 517 484 371 229 6887 313 170 149 133 337 272 110
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=31
num_cat=0
split_feature=3 6 6 5 7 2 6 1 0 6 1 0 0 6 4 6 6 0 4 1 0 4 0 1 1 6 6 6 6 6
split_gain=4.02405e+11 4.27642e+12 9.57066e+12 1.43795e+13 2.01952e+13 1.53475e+13 1.69102e+13 2.14057e+13 2.52442e+13 1.51623e+13 4.1883e+13 2.29734e+13 2.37573e+13 1.70333e+13 1.47068e+13 1.22205e+13 1.18555e+13 1.68745e+13 1.27623e+13 1.17559e+13 1.14885e+13 1.02363e+13 9.76132e+12 9.63185e+12 1.88487e+13 4.38476e+13 2.00786e+13 1.79247e+13 1.5195e+13 2.21964e+13
threshold=14.500000000000002 35.995000000000012 43.205000000000005 1.5000000000000002 6.0000000000000009 6877.0000000000009 50.995000000000012 82.961694200000011 55.030407050000001 55.805000000000007 30.330566300000005 55.801384500000005 55.82518790000001 68.00500000000001 27.500000000000004 125.02000000000002 54.410000000000004 55.710673100000008 24.500000000000004 82.941727000000014 57.15297970000001 15.500000000000002 59.856552950000008 37.503969450000007 37.631035900000008 50.795000000000009 43.405000000000008 51.405000000000008 47.805000000000007 45.305000000000007
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 21 4 5 15 7 19 -9 16 -11 -12 14 -14 -13 -4 20 -18 -19 -7 23 -3 -22 28 25 26 -25 -27 29 -6
right_child=1 2 3 -5 9 6 -8 8 -10 10 11 12 13 -15 -16 -17 17 18 -20 -21 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-9.1096717623859611 -904.86845285069637 13074.129682651333 -3528.3630797780725 242.76783132208493 -1059.6603284532271 -8002.834908795714 -36062.893718607447 4187.1863026103038 -54474.211873726221 -102008.6058467742 5968.3091108872186 168104.8107142857 15404.679998151834 79213.620830829328 48285.577812500007 62590.183147321433 10921.085872587317 -29787.043104876895 -106253.43027343751 18822.089658410907 16195.124040201878 1055.4316680691663 1866.8907030183775 60488.287786865236 -1775.2993736834674 149699.3296484375 2826.0042429130772 50867.878294836963 10060.778211752462 -34260.082028467055
leaf_weight=3758080 36795 715 16968 166432 421 536 286 122 184 31 697 21 214 52 20 28 85 99 28 235 752 79723 1293 64 8092 25 1070 69 281 386
leaf_count=3758080 36795 715 16968 166432 421 536 286 122 184 31 697 21 214 52 20 28 85 99 28 235 752 79723 1293 64 8092 25 1070 69 281 386
internal_value=0 108.433 242.103 -130.79 -2070.09 -4238.22 -14448.1 -8708.21 -31086.3 835.362 12472.7 16007.5 38800.1 27878.6 109656 -3419.44 -115.658 -23564.7 -46645.8 173.374 283.539 1162.26 7135.76 -1062.81 -23.4207 11520.7 6080.31 77152.8 -9966.39 -16939.9
internal_weight=0 315724 278929 198491 32059 18359 1363 1077 306 13700 1035 1004 307 266 41 16996 12665 212 127 771 12453 80438 2045 10408 9320 1228 1134 94 1088 807
internal_count=4073804 315724 278929 198491 32059 18359 1363 1077 306 13700 1035 1004 307 266 41 16996 12665 212 127 771 12453 80438 2045 10408 9320 1228 1134 94 1088 807
is_linear=0
shrinkage=0.1


Tree=3726
num_leaves=31
num_cat=0
split_feature=4 6 6 3 3 6 3 6 6 0 6 6 1 0 7 0 3 6 6 3 6 6 3 0 3 3 6 6 1 3
split_gain=3.95641e+11 5.19754e+12 7.90132e+12 9.25216e+12 1.29532e+13 3.67629e+12 2.77877e+12 2.25404e+12 8.00518e+12 7.59378e+12 4.80771e+12 7.69255e+12 3.59768e+12 3.89453e+12 3.38137e+12 8.53354e+12 2.69569e+12 5.24462e+12 1.05636e+13 4.70644e+12 4.22846e+12 4.56367e+12 9.13399e+12 1.44301e+13 8.39786e+12 8.2075e+12 1.8024e+13 8.27977e+12 6.01939e+12 5.70427e+12
threshold=37.500000000000007 82.00500000000001 89.00500000000001 10.500000000000002 22.500000000000004 80.030000000000015 6.5000000000000009 68.515000000000015 70.00500000000001 55.806294650000005 67.91500000000002 64.805000000000021 37.768783500000005 55.806294650000005 6.0000000000000009 55.753967500000009 21.500000000000004 52.610000000000007 44.820000000000007 28.500000000000004 63.415000000000006 43.605000000000011 14.500000000000002 55.79439725000001 8.5000000000000018 14.500000000000002 55.015000000000008 58.755000000000003 37.534144550000008 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 5 3 -3 -5 6 -2 10 9 -9 11 16 13 -12 -10 -16 20 18 19 -18 21 22 29 -24 -23 27 -27 28 -26 -8
right_child=1 2 -4 4 -6 -7 7 8 14 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.59309733746817972 -10936.093855961491 7986.1495535714294 2128.1552440068494 -131552.84058593749 -20357.485071910512 30114.288447265626 38987.149274553572 5123.4716601562504 -25270.903374601665 90262.206871448871 -12816.927820763223 47179.719709821431 10128.42505859375 -68095.396062500004 -7523.4068284159966 46729.008069740856 -24982.116512826775 -22952.289632161461 34742.193351122361 5030.8033798363103 48152.876390491838 -52996.84622587316 106986.10652173914 9976.1810546875004 18964.669287109376 -87257.133443509621 20796.035482908552 -19338.0752421875 93246.375703125013 -20850.972486091385
leaf_weight=4072329 219 21 73 20 22 40 21 20 38 22 26 35 20 25 99 41 104 129 71 105 22 34 23 46 24 26 38 25 20 66
leaf_count=4072329 219 21 73 20 22 40 21 20 38 22 26 35 20 25 99 41 104 129 71 105 22 34 23 46 24 26 38 25 20 66
internal_value=0 -1637.48 -20263.7 -46209.7 -73307.7 254.349 -665.125 1417.6 10450.1 49720 -893.034 1349.87 -25817.7 -39914.2 1184.14 8364.8 -777.51 -6269.08 1417.11 -9903.86 5732.79 2843.5 15142 42312.8 -8644.92 2693.17 -23100.6 26617.8 52729.1 -6407.29
internal_weight=0 1475 136 63 42 1339 1299 1080 220 42 860 789 71 51 178 140 754 409 280 209 345 323 156 69 167 133 64 69 44 87
internal_count=4073804 1475 136 63 42 1339 1299 1080 220 42 860 789 71 51 178 140 754 409 280 209 345 323 156 69 167 133 64 69 44 87
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=31
num_cat=0
split_feature=2 4 3 4 6 5 6 6 3 6 1 0 7 6 6 1 6 5 6 7 3 4 0 6 6 4 6 6 6 1
split_gain=3.88414e+11 2.10566e+12 1.88259e+12 2.36232e+12 1.79143e+12 2.33454e+12 4.14748e+12 4.13401e+12 3.67422e+12 2.77938e+12 2.09951e+12 2.55413e+12 2.08059e+12 4.97585e+12 2.48266e+12 3.91929e+12 5.94078e+12 2.01549e+12 3.92577e+12 2.94929e+12 4.04138e+12 2.50427e+12 3.23942e+12 2.85991e+12 2.26405e+12 1.09617e+13 9.92623e+12 9.12454e+12 8.50147e+12 7.32016e+12
threshold=13916.000000000002 14.500000000000002 9.5000000000000018 11.500000000000002 36.280000000000008 1.5000000000000002 53.310000000000009 60.910000000000004 4.5000000000000009 51.405000000000008 44.628646350000004 43.051287600000009 6.0000000000000009 42.875000000000007 40.015000000000008 44.628646350000004 38.995000000000012 3.5000000000000004 74.615000000000009 6.0000000000000009 5.5000000000000009 4.5000000000000009 58.603553700000006 130.05000000000004 79.710000000000022 7.5000000000000009 75.605000000000004 83.820000000000007 82.00500000000001 44.628646350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 -9 -7 -11 -12 13 14 15 16 -6 24 -19 21 -21 23 -23 -20 26 27 -8 28 -26 -27
right_child=1 -3 3 -5 5 6 17 8 -10 10 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-1.4337277607533812 -2786.0164788316688 26681.197980720768 -25959.89325750943 6937.5819419642858 6909.3036399841312 -2042.7418669448534 3030.5587963511916 -27427.958372201494 14208.824621975808 -29862.676924641928 -18383.981252557667 5685.0853987442824 2666.3879673749552 23830.48241306212 -13944.978289401148 2113.6416980222457 72206.458691406253 28644.437480468754 22806.905168968024 24515.164056396487 -16004.113906250001 -10977.342263632265 -51595.665736607145 -22214.806436011906 12656.38879300631 -18042.393816692074 -19585.510122374031 -4867.7742106377327 81079.741938920459 26997.585600245278
leaf_weight=4065040 1244 31 58 35 38 1430 2716 67 31 60 105 76 522 205 62 227 22 35 43 64 40 302 21 21 104 41 209 632 22 301
leaf_count=4065040 1244 31 58 35 38 1430 2716 67 31 60 105 76 522 205 62 227 22 35 43 64 40 302 21 21 104 41 209 632 22 301
internal_value=0 665.011 572.66 -13579.1 724.988 1315.54 543.795 5405.63 -14257.1 -3717.02 -13651.5 -8277.63 7196.47 11464.9 4201.44 8121.58 30851.6 2108.25 -3713.15 -6019.7 8930.83 -10037.4 -13618.2 8034.16 2869.01 6736.47 1414.57 31.1154 24603.3 21598.1
internal_weight=0 8764 8733 93 8640 7396 6222 1174 98 1671 241 181 1076 554 349 287 60 4551 526 491 104 387 323 64 4025 1100 2925 758 126 342
internal_count=4073804 8764 8733 93 8640 7396 6222 1174 98 1671 241 181 1076 554 349 287 60 4551 526 491 104 387 323 64 4025 1100 2925 758 126 342
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 0 4 6 6 0 5 6 6 4 4 6 6 3 3 5 3 3 3 4 6 3 4 6 4 6
split_gain=3.87906e+11 1.89128e+12 8.99762e+12 9.91456e+12 8.14485e+12 5.81407e+12 6.53025e+12 5.33361e+12 5.29874e+12 4.60991e+12 5.73506e+12 1.12506e+13 5.20382e+12 9.29014e+12 1.12222e+13 6.01017e+12 1.34202e+13 1.11052e+13 1.53894e+13 1.54855e+13 1.35716e+13 6.91686e+12 6.76233e+12 8.81179e+12 6.68611e+12 1.16949e+13 2.16448e+13 6.16707e+12 8.61029e+12 1.0222e+13
threshold=113.48479755000001 52.07762420000001 56.638205000000006 12544.500000000002 3.5000000000000004 55.161746650000005 8.5000000000000018 189.00000000000003 68.00500000000001 52.02416370000001 2.5000000000000004 81.02500000000002 125.02000000000002 6.5000000000000009 8.5000000000000018 75.010000000000005 77.010000000000005 11.500000000000002 3.5000000000000004 3.5000000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 14.500000000000002 73.41500000000002 9.5000000000000018 14.500000000000002 92.02500000000002 8.5000000000000018 90.045000000000016
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 4 -3 6 -6 9 -7 10 11 -2 15 -14 -15 22 -17 18 21 27 -21 -18 23 -11 -24 26 -26 28 -20 -30
right_child=1 2 -4 -5 5 8 -8 -9 -10 12 -12 -13 13 14 -16 16 17 -19 19 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.4828384500021392 712.7245291209216 4158.018267996652 98.748721157343297 6146.1336833861715 -29227.795286546312 -34424.525108506947 7954.6099023437509 45439.592013888891 -94307.905610795468 -6100.2853006352034 -4827.4900518726854 66661.441646634616 32863.121113281253 -92148.939285714296 -13643.964434591699 44740.845477609539 16433.772425986841 -26549.33714701335 -148.93277939618645 16380.700085565477 -36861.688534268462 -14431.488252714085 3564.6107924822231 59228.945982142854 1728.2464917732007 41052.337590144234 -90785.282236089944 14179.651532190026 35664.69130817282 102965.4061796875
leaf_weight=4047600 5099 105 8952 207 222 45 60 27 22 1227 2459 26 35 21 137 97 95 96 59 105 88 308 6007 21 66 26 41 294 232 25
leaf_count=4047600 5099 105 8952 207 222 45 60 27 22 1227 2459 26 35 21 137 97 95 96 59 105 88 308 6007 21 66 26 41 294 232 25
internal_value=0 383.512 -732.584 -11991.4 -20261.2 -27607.9 -21316.6 1030.19 -54087.7 957.8 -857.518 1047.29 2490.91 -13752 -24078.2 2847.68 8857.72 6184.4 8790.07 16792.7 -7895.62 -7155.56 1709.61 -5001 3073.59 -19103.5 -33720.9 24603.9 34302.4 42211.5
internal_weight=0 26204 9613 661 454 349 282 16591 67 16564 7584 5125 8980 193 158 8787 1399 1302 1206 803 193 403 7388 1248 6140 133 107 610 316 257
internal_count=4073804 26204 9613 661 454 349 282 16591 67 16564 7584 5125 8980 193 158 8787 1399 1302 1206 803 193 403 7388 1248 6140 133 107 610 316 257
is_linear=0
shrinkage=0.1


Tree=3729
num_leaves=31
num_cat=0
split_feature=6 4 6 0 0 1 0 4 0 1 6 1 3 3 5 0 6 1 1 1 6 0 3 6 0 0 4 6 0 0
split_gain=3.79197e+11 6.8732e+12 2.79299e+13 2.16649e+13 1.87691e+13 2.76237e+13 1.45798e+13 3.01191e+13 5.51374e+13 3.94553e+13 3.14311e+13 1.10726e+14 3.33569e+13 3.41764e+13 3.01731e+13 4.02548e+13 3.55375e+13 4.586e+13 5.05089e+13 3.6418e+13 4.12733e+13 3.47075e+13 4.62844e+13 3.60619e+13 3.46906e+13 6.40275e+13 8.33445e+13 3.61474e+13 3.14209e+13 2.94279e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 45.047736150000013 59.91832440000001 30.303340300000002 55.749683450000006 18.500000000000004 55.775215600000003 37.618684050000006 87.395000000000024 37.804148700000006 11.500000000000002 12.500000000000002 2.5000000000000004 57.113979900000011 102.04000000000001 30.452677500000004 30.345769800000003 37.740454950000007 92.02500000000002 57.14107305000001 2.5000000000000004 168.45000000000002 56.309668500000008 56.342669500000007 16.500000000000004 93.050000000000011 55.988910100000005 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 8 9 -8 11 -11 -13 -14 16 -16 17 18 -10 20 28 22 -17 -23 -21 26 -26 -28 -19 -4
right_child=1 2 6 4 5 -7 7 -9 14 10 -12 12 13 -15 15 21 -18 19 -20 24 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.3698768776312669 204.92108762058612 41453.522673339845 296.517149686891 -13585.39072844502 -30513.500258314343 37862.929358619869 -158338.33106250002 224.18186208251251 -26459.682387084962 -287554.42593750003 -14807.91296964456 3413.3078171502975 -186063.5461263021 -23441.225613839288 -6943.7628845502668 -40029.177429662785 10851.114604463633 98110.250011322467 -117404.90837663077 -56753.067464330641 -69999.725363498263 554.31910804902145 44056.557447950756 86677.519132653077 197826.34092741937 -27807.4532745211 -51836.300017361114 104571.55893110797 3351.4093557438387 21197.965621988576
leaf_weight=3722681 238384 80 62045 2870 90 172 25 28498 150 20 393 84 24 28 9450 79 342 69 103 236 36 6258 382 49 31 406 45 22 71 681
leaf_count=3722681 238384 80 62045 2870 90 172 25 28498 150 20 393 84 24 28 9450 79 342 69 103 236 36 6258 382 49 31 406 45 22 71 681
internal_value=0 -99.3415 -742.698 -9933.87 -11246.4 14374.8 -473.156 -1808.86 -4974.34 -35477.7 -29883 -67860.6 -35552.7 -98497.7 -3986.75 -2727.53 -17502.3 -25797.3 -63484.8 -15388 25497.5 3159.49 29647.1 1223.42 -25112.2 -10296.2 62250.6 -478.496 50054 523.439
internal_weight=0 351123 112739 3212 3132 262 109527 46801 18303 574 549 156 136 52 17729 16218 1511 1169 253 916 176 6768 461 6307 740 504 98 67 140 62726
internal_count=4073804 351123 112739 3212 3132 262 109527 46801 18303 574 549 156 136 52 17729 16218 1511 1169 253 916 176 6768 461 6307 740 504 98 67 140 62726
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=31
num_cat=0
split_feature=4 5 6 4 7 1 0 1 1 6 0 2 0 1 0 6 1 6 1 1 4 4 6 4 7 1 6 0 0 3
split_gain=4.51688e+11 9.35142e+12 2.5629e+13 2.34578e+13 3.33409e+13 4.11195e+13 8.39108e+13 6.72484e+13 3.73806e+13 3.98784e+13 2.90116e+13 2.88566e+13 4.97176e+13 3.23504e+13 2.80749e+13 2.3114e+13 2.20193e+13 3.51739e+13 1.95566e+13 2.81292e+13 8.1649e+13 3.59645e+13 7.39097e+13 3.0927e+13 1.00581e+14 4.94832e+13 3.55443e+13 2.38057e+13 3.40474e+13 3.72656e+13
threshold=14.500000000000002 2.5000000000000004 74.015000000000015 15.500000000000002 6.0000000000000009 30.425503950000003 59.982409200000006 37.343102500000008 30.362494150000003 65.805000000000021 60.002985000000002 75.000000000000014 55.775215600000003 37.586700500000006 45.109778000000006 61.425000000000004 37.534144550000008 71.030000000000015 30.205407000000005 30.330566300000005 18.500000000000004 17.500000000000004 64.015000000000015 16.500000000000004 6.0000000000000009 30.242318500000007 58.995000000000012 54.962581500000006 54.998919050000005 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 8 6 -6 -7 9 -3 11 12 13 -10 -5 -8 17 -9 -16 20 21 22 23 25 -25 -20 -27 -21 29 -29
right_child=1 2 -4 14 5 7 15 16 10 -11 -12 -13 -14 -15 18 -17 -18 -19 19 27 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-21.698011017511945 -81.927726896387966 -72232.349948143063 21.342576999574852 10980.992426758183 26950.768588256837 -49071.415580214969 82668.697991071444 72563.728806152343 70919.953031994053 21016.159315534322 107773.62840401787 -2871.7562410651317 167355.21997767859 -59254.75758928572 19180.799219236298 192702.00744047621 13198.614786228989 -28393.939435369321 -15911.293044969512 -2369.2564185406568 4818.5310209549798 -79929.814718967013 -46393.869422670345 150073.22570043104 -65928.811202566969 31954.922887073866 197073.37882385254 30691.355812762777 2414.5444859480699 -8145.0635750630408
leaf_weight=2859571 987360 133 170840 3299 336 157 35 160 42 70 28 720 28 35 615 42 660 44 41 10781 1440 144 485 29 84 22 32 858 35366 347
leaf_count=2859571 987360 133 170840 3299 336 157 35 160 42 70 28 720 28 35 615 42 660 44 41 10781 1440 144 485 29 84 22 32 858 35366 347
internal_value=0 51.0997 630.04 2485.91 11973.9 21903.8 48528.7 11133.9 -1510.52 -40077.7 7667.84 4270.31 53244.5 11749.6 2044.67 142687 22074 50788.5 1457.92 1238.3 -9618.42 -34456.2 -25007.1 24861 -10494.7 66915.7 129803 1760.36 2977.76 19507.8
internal_weight=0 1.21423e+06 226873 56033 2490 1434 413 1021 1056 203 853 825 105 77 53543 77 864 204 50244 49629 2277 837 693 208 113 95 54 47352 36571 1205
internal_count=4073804 1214233 226873 56033 2490 1434 413 1021 1056 203 853 825 105 77 53543 77 864 204 50244 49629 2277 837 693 208 113 95 54 47352 36571 1205
is_linear=0
shrinkage=0.1


Tree=3731
num_leaves=31
num_cat=0
split_feature=6 1 4 1 3 4 6 4 6 4 6 1 5 3 3 4 0 0 0 4 7 0 1 3 6 1 5 3 0 4
split_gain=4.35274e+11 3.49778e+12 2.1048e+13 8.47333e+12 3.49711e+13 8.01011e+13 4.49962e+13 4.33798e+13 3.25337e+13 6.75416e+13 2.85096e+13 2.94628e+13 5.20256e+13 2.5231e+13 2.59523e+13 3.48105e+13 2.94982e+13 4.68517e+13 4.50578e+13 2.15643e+13 3.02761e+13 5.8756e+13 2.85794e+13 2.50538e+13 2.02985e+13 2.00818e+13 2.58912e+13 3.54706e+13 5.58088e+13 5.45813e+13
threshold=118.04500000000002 37.897576350000001 1.5000000000000002 38.965413050000002 2.5000000000000004 15.500000000000002 138.05000000000004 11.500000000000002 120.05000000000001 23.500000000000004 130.05000000000004 38.948208550000011 3.5000000000000004 13.500000000000002 3.5000000000000004 15.500000000000002 45.036141150000006 45.059854000000009 45.067157700000003 19.500000000000004 6.0000000000000009 45.059854000000009 38.066230450000006 10.500000000000002 128.05000000000004 38.989878900000008 4.5000000000000009 9.5000000000000018 45.040161900000008 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 5 7 8 10 9 13 11 -3 -13 14 15 -6 -16 -18 -19 20 22 -22 23 -10 -7 26 27 29 -29 -5
right_child=1 3 -4 25 6 24 -8 -9 19 -11 -12 12 -14 -15 16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.7927329586615599 -98811.851841517855 20149.542925567628 1389.1880134119999 23905.178686268046 12197.014812500001 62665.286672491784 4181.2724267578124 -82939.641977719904 13734.081826710137 131607.43319256758 -4436.4086964733197 197465.72840750558 -13705.706953125 -74633.474128605783 68037.106160714291 -160276.70909090911 -98717.185727761011 105535.3503088663 -12897.807609498032 -9274.0707250976557 169611.06679687501 -53186.275000000001 -52522.678638039171 -95784.180000000008 168217.56600446429 -691.46872689482348 -23263.499458961927 88836.171403307802 8680.8428581393509 -37580.461638465298
leaf_weight=4019687 21 160 12091 472 25 38 1200 54 127 37 424 28 20 52 70 22 44 43 127 360 20 29 639 25 35 37220 174 156 196 208
leaf_count=4019687 21 160 12091 472 25 38 1200 54 127 37 424 28 20 52 70 22 44 43 127 360 20 29 639 25 35 37220 174 156 196 208
internal_value=0 -281.716 1215.46 -713.42 -5367.23 13686.4 -10495.5 3089.03 -21367.2 2586.69 10439.6 40763.7 109478 -9877.45 295.702 -68535.4 11686.8 -6745.6 17058.8 -29751 -38526.8 37751.4 -43252 -4278.79 113273 -279.965 12420 18436.4 44204.2 5097.81
internal_weight=0 54117 12112 42005 3579 759 2820 686 1620 420 632 208 48 383 331 47 284 214 170 1200 840 49 791 152 73 38426 1206 1032 352 680
internal_count=4073804 54117 12112 42005 3579 759 2820 686 1620 420 632 208 48 383 331 47 284 214 170 1200 840 49 791 152 73 38426 1206 1032 352 680
is_linear=0
shrinkage=0.1


Tree=3732
num_leaves=31
num_cat=0
split_feature=1 3 3 6 6 5 3 4 4 6 0 0 6 6 6 6 4 4 7 6 6 4 1 3 7 4 6 1 7 6
split_gain=3.88199e+11 2.84989e+12 5.1257e+12 1.77071e+13 3.58634e+13 2.03347e+13 1.42296e+13 1.43519e+13 1.38319e+13 1.86098e+13 2.03712e+13 1.36321e+13 1.89785e+13 1.84636e+13 2.33064e+13 3.02571e+13 2.50794e+13 1.79154e+13 1.68523e+13 1.28173e+13 1.59467e+13 1.27231e+13 1.14334e+13 1.10988e+13 1.04055e+13 1.00615e+13 9.9181e+12 8.89061e+12 8.59372e+12 1.60156e+13
threshold=30.226173900000003 16.500000000000004 13.500000000000002 88.825000000000003 105.00500000000001 3.5000000000000004 15.500000000000002 21.500000000000004 23.500000000000004 82.905000000000015 59.856552950000008 59.982409200000006 46.420000000000009 52.610000000000007 63.855000000000011 67.445000000000007 16.500000000000004 17.500000000000004 6.0000000000000009 76.00500000000001 68.515000000000015 18.500000000000004 30.157841000000001 14.500000000000002 6.0000000000000009 16.500000000000004 80.030000000000015 30.205407000000005 6.0000000000000009 71.030000000000015
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 8 6 21 7 25 9 11 -11 19 -13 -14 27 -16 -17 -18 -19 20 -4 -6 -21 -9 -12 -5 -10 -15 29 -22
right_child=-2 -3 3 4 5 -7 -8 23 26 10 24 12 13 14 15 16 17 18 -20 22 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-148.58312990570823 4.9495610493217681 2143.3306225600677 -5034.5389139199515 -26059.249886507605 17672.187083333334 -20817.169696255391 -86956.472216796887 -42647.684197443188 -11371.862160585704 -33215.058416193184 29383.834838867188 -3382.3051098942979 55129.869844473375 -54429.029991319454 132176.81291666668 94843.441357421878 -68060.909130859378 75788.66750000001 -39439.511860795457 -8234.598876953125 48246.327219460232 111400.39107142857 -71587.170582932697 50224.096241021929 115384.40344669118 -82530.611681906972 -77942.988722826092 9.3594330512152784 51699.107830255685 -37570.028888081397
leaf_weight=92458 3971697 4969 2058 74 30 58 64 22 830 22 24 551 135 36 30 32 32 30 22 63 44 28 52 31 34 55 23 180 77 43
leaf_count=92458 3971697 4969 2058 74 30 58 64 22 830 22 24 551 135 36 30 32 32 30 22 63 44 28 52 31 34 55 23 180 77 43
internal_value=0 -192.525 -312.013 -3540.74 -24784.8 21051.6 -46398.7 -32136.6 -1759.74 1048.42 48719.4 -78.2207 9398.34 23567.6 11797.2 42659.8 19508.9 -9189.98 27038.3 -4327.87 -2643.08 62920.3 -36881 11673.5 79798 -50136.2 -13166.9 -9063.71 27366.8 5831.35
internal_weight=0 102107 97138 4680 362 116 246 182 4318 3465 80 3385 1048 497 362 146 116 84 52 2337 2222 58 115 53 58 129 853 216 164 87
internal_count=4073804 102107 97138 4680 362 116 246 182 4318 3465 80 3385 1048 497 362 146 116 84 52 2337 2222 58 115 53 58 129 853 216 164 87
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=31
num_cat=0
split_feature=6 5 4 4 1 4 6 3 1 2 0 4 0 1 1 7 1 3 4 1 1 5 1 4 4 6 0 3 0 4
split_gain=3.90829e+11 3.22964e+12 1.27615e+13 7.67523e+12 6.4308e+12 1.30298e+13 2.60293e+13 5.78282e+12 5.25805e+12 1.5865e+13 2.05449e+13 1.21664e+13 1.70134e+13 1.06569e+13 7.62737e+12 1.62215e+13 1.4623e+13 1.00374e+13 6.42703e+13 4.86807e+13 2.73001e+13 3.11604e+13 1.63465e+13 2.4072e+13 1.88113e+13 1.48838e+13 2.19949e+13 1.1771e+13 5.50857e+13 4.40804e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 32.500000000000007 30.509101000000005 5.5000000000000009 247.90000000000001 15.500000000000002 38.166910000000009 1250.5000000000002 55.801384500000005 9.5000000000000018 56.850115550000005 38.430814800000007 37.702956500000006 6.0000000000000009 37.729575300000008 3.5000000000000004 13.500000000000002 37.804148700000006 37.768783500000005 3.5000000000000004 38.011626600000007 11.500000000000002 6.5000000000000009 156.15000000000003 55.897267000000006 7.5000000000000009 55.82518790000001 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 8 5 -2 -7 -5 14 10 13 12 -12 -10 -3 16 -16 18 19 -18 21 -19 27 24 -24 -21 -27 28 29 -22
right_child=1 3 -4 7 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 -17 17 20 -20 25 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1918715219177796 33547.681271701389 539.29785304662607 73131.942487980778 -63350.299380493168 4290.2396296645102 -109475.97762784093 -1494.3002604166668 -12148.614263314261 -35468.440828804349 -1186.2735426190186 93514.487215909103 -36686.787609375002 -18710.127064732143 -128099.10484664352 78467.823950892867 -57335.510321044923 135753.8732055664 -136624.62003348215 -116489.13142361111 68356.692145040768 -146945.45202702703 4032.2520399305558 79586.23674768518 131506.54327298678 -31507.384553571432 30525.635320723686 -66237.645955882355 18637.082807582057 103558.57674153647 12024.181912878788
leaf_weight=4053505 36 3216 26 32 1663 33 69 71 23 14288 22 75 35 27 35 32 48 28 27 46 37 36 27 26 35 76 34 139 24 33
leaf_count=4053505 36 3216 26 32 1663 33 69 71 23 14288 22 75 35 27 35 32 48 28 27 46 37 36 27 26 35 76 34 139 24 33
internal_value=0 -437.695 3573.07 -834.386 2568.89 -18174.6 -36429.5 -28055.9 -681.747 -1559.98 -30898.3 -10220 24604.6 -85489 2577.57 12175.1 15591.9 12019.4 28498.9 47688.5 2131.66 -57505.1 14021.9 50741.4 16872.1 20591.5 616.985 153.548 -27178.5 -72002.6
internal_weight=0 20299 1827 18472 1801 138 102 103 18369 14470 182 132 57 50 3899 683 651 616 231 204 385 64 321 88 62 156 110 233 94 70
internal_count=4073804 20299 1827 18472 1801 138 102 103 18369 14470 182 132 57 50 3899 683 651 616 231 204 385 64 321 88 62 156 110 233 94 70
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=31
num_cat=0
split_feature=2 6 6 7 1 6 0 1 6 1 0 1 1 4 1 3 4 0 6 4 4 0 6 4 1 4 1 0 4 0
split_gain=3.93615e+11 7.40989e+12 1.96874e+13 1.67657e+13 2.7702e+13 2.14141e+13 3.19578e+13 4.04943e+13 3.72904e+13 2.96164e+13 2.71166e+13 2.54911e+13 3.21372e+13 2.24619e+13 1.91195e+13 1.97227e+13 1.69478e+13 2.97245e+13 3.38416e+13 2.01533e+13 1.65263e+13 1.74764e+13 2.38639e+13 1.6458e+13 1.61982e+13 3.16264e+13 1.56359e+13 4.02925e+13 5.04947e+13 4.65396e+13
threshold=36.000000000000007 36.405000000000008 34.905000000000008 6.0000000000000009 37.729575300000008 28.980000000000004 55.554045200000012 37.682335600000009 31.995000000000001 37.649344350000007 55.876067900000002 37.475446350000006 37.503969450000007 30.500000000000004 37.631035900000008 12.500000000000002 13.500000000000002 55.753967500000009 34.310000000000009 11.500000000000002 26.500000000000004 55.633951400000008 34.010000000000012 28.500000000000004 37.318079750000003 14.500000000000002 37.71815560000001 55.696737300000009 9.5000000000000018 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 8 23 -5 20 24 -13 14 16 -16 17 -10 -19 -20 21 -9 -23 -8 -7 -26 27 28 -4 -29
right_child=-2 -3 26 4 -6 6 7 10 13 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=1518.7554455508944 8.6118558973412203 -323.94909242727516 18217.013493026079 2709.798794729249 8897.6892168807735 23737.651573350697 -48208.340011978951 -20595.978354279894 -11663.808865926556 -20558.969629167157 -49392.424421672084 55981.165247081735 4643.6715453239894 18483.377503484218 -72503.470335870734 -8311.4905531518252 -18079.540387664514 4211.2638570413965 187976.46871093751 55534.736371527775 -24065.235766122856 41596.498806753851 -5128.2228515625002 18560.533657226562 -67327.788386230473 -15.412213422365838 -1879.0982424095234 24188.781912815561 -6460.7473229816014 5316.1226216476789
leaf_weight=18185 3783399 246999 1074 4026 1583 90 479 92 364 633 77 171 425 199 117 81 1966 77 20 27 102 345 160 40 110 191 3237 1954 3637 3944
leaf_count=18185 3783399 246999 1074 4026 1583 90 479 92 364 633 77 171 425 199 117 81 1966 77 20 27 102 345 160 40 110 191 3237 1954 3637 3944
internal_value=0 -112.195 1092.78 -364.795 -3375.99 -5360.19 -9815.47 -13665.3 -18407.7 -451.637 6929.87 6356.36 19373.1 -13919.6 -16351 -46243.1 -13939.2 2741 45026.1 111893 13134.2 19489.9 26792.6 -43062.4 -13484.9 -24614.6 4204.56 6060.8 -834.784 11568.6
internal_weight=0 290405 43406 29560 11375 9792 5133 4146 3370 4659 776 987 596 2851 2652 198 2454 488 124 47 699 597 505 519 391 301 13846 10609 4711 5898
internal_count=4073804 290405 43406 29560 11375 9792 5133 4146 3370 4659 776 987 596 2851 2652 198 2454 488 124 47 699 597 505 519 391 301 13846 10609 4711 5898
is_linear=0
shrinkage=0.1


Tree=3735
num_leaves=31
num_cat=0
split_feature=4 4 1 7 0 6 0 0 6 3 1 3 6 1 1 3 6 1 5 6 3 0 1 0 6 0 5 0 6 6
split_gain=4.4706e+11 8.38742e+12 2.04714e+13 1.95916e+13 2.66874e+13 2.40669e+13 1.93891e+13 3.67934e+13 2.54637e+13 2.39838e+13 2.24886e+13 2.21438e+13 3.69764e+13 2.29336e+13 2.31062e+13 3.25129e+13 4.14536e+13 2.05632e+13 1.87105e+13 7.01467e+13 6.43491e+13 3.88035e+13 3.1794e+13 2.78834e+13 2.06781e+13 1.86822e+13 2.39953e+13 3.81983e+13 3.72098e+13 2.86266e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 6.0000000000000009 60.064438250000002 97.020000000000024 59.91832440000001 59.856552950000008 120.05000000000001 1.5000000000000002 30.315889700000003 4.5000000000000009 78.605000000000004 30.315889700000003 30.362494150000003 3.5000000000000004 92.02500000000002 30.472130500000002 2.5000000000000004 68.515000000000015 12.500000000000002 59.864072000000007 30.205407000000005 54.73499850000001 83.010000000000005 59.990753350000013 2.5000000000000004 59.939085000000013 80.720000000000013 92.02500000000002
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 18 5 -5 7 10 11 -9 -4 12 -8 -14 15 16 -15 -11 19 -3 -21 23 -23 -20 -25 26 -13 28 -28 -29
right_child=-2 2 6 4 -6 -7 8 9 -10 17 -12 25 13 14 -16 -17 -18 -19 21 20 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=12.273293776963826 50.837264597753034 -4476.0013832310269 -79023.782520850946 14013.355029062124 54090.568358069846 -44681.793961148651 -4669.5919235229494 -36388.602037109376 46370.625112680289 18550.748180165709 -1046.973010439089 -12070.58477633947 95097.979543138586 78651.502589699085 40154.280412431195 -77445.311025191331 -62305.325459558822 -4848.6611709112867 -78794.004750000007 36115.62436848176 204904.27434375 -140232.96544189454 -31871.899877097389 -3523.8063461303714 76862.241308593759 -3342.2923627960504 -48294.473359374999 -46269.356546076 -190677.57807112069 11574.945458984375
leaf_weight=2752001 1214233 1330 37 1248 159 74 1925 100 91 1794 94644 2290 46 54 220 49 34 475 25 234 25 32 176 64 64 1941 50 220 29 140
leaf_count=2752001 1214233 1330 37 1248 159 74 1925 100 91 1794 94644 2290 46 54 220 49 34 475 25 234 25 32 176 64 64 1941 50 220 29 140
internal_value=0 -21.5866 -887.835 6712.36 15383.3 10727.8 -1138.23 -769.454 -6186.91 11539.9 -1077.45 -6870.35 1096.85 28641.3 20078.2 -12160.7 24190.9 13652.2 126.914 4795.83 52408 -20424.1 -48542.8 17802.7 36669.2 -10842 -16176.2 -37592.6 -100562 -23774.4
internal_weight=0 2.85957e+06 107570 3431 1481 1322 104139 97050 7089 2369 94681 6998 2328 403 357 137 88 2269 1950 1589 259 361 208 153 128 4670 2729 439 79 360
internal_count=4073804 2859571 107570 3431 1481 1322 104139 97050 7089 2369 94681 6998 2328 403 357 137 88 2269 1950 1589 259 361 208 153 128 4670 2729 439 79 360
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 0 6 0 1 1 6 6 6 6 1 6 0 3 0 6 6 3 6 0 1 6 5 6 5
split_gain=4.16975e+11 5.29865e+12 2.88e+13 5.5716e+13 6.13796e+13 3.35671e+13 4.64629e+13 3.20172e+13 2.32508e+13 2.16435e+13 5.17873e+13 3.96427e+13 2.10831e+13 2.36215e+13 1.66494e+13 2.41279e+13 1.89883e+13 1.61533e+13 1.60726e+13 1.47648e+13 1.77461e+13 2.07042e+13 2.20042e+13 1.38855e+13 1.59166e+13 1.34409e+13 6.11896e+13 3.22103e+13 3.188e+13 2.72303e+13
threshold=28.500000000000004 27.500000000000004 37.488790500000007 55.685785750000008 55.728148450000006 37.401708450000008 55.737027400000009 57.005000000000003 59.990753350000013 60.590708550000009 37.843405600000004 49.010000000000012 55.805000000000007 60.305000000000007 49.895000000000003 37.46219940000001 42.605000000000011 55.60524465000001 11.500000000000002 55.753967500000009 69.015000000000015 53.995000000000012 9.5000000000000018 86.030000000000015 55.812023600000011 37.543519500000009 55.805000000000007 2.5000000000000004 57.410000000000004 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 -1 5 17 -5 8 12 14 23 10 19 -11 18 -14 15 -8 -17 -4 -7 20 21 22 -6 -3 -25 26 29 -28 -27 -21
right_child=-2 2 3 4 9 6 7 -9 -10 11 -12 -13 13 -15 -16 16 -18 -19 -20 25 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.19218143211202454 -355.38312701111568 22727.264342050334 -5875.641584506101 176872.03189655172 -90662.380245535722 -53814.180114746094 -109800.49630301339 -55516.958768446188 -1963.5047169607196 -13123.991294642859 -47909.605078125001 167284.80369073278 142215.63057291668 20472.838694852941 30860.176087068256 17987.739188341591 -31666.283943605889 -88520.167680664061 45650.240814393939 24163.98933810764 -53664.720453559028 86263.897574013157 35746.573828125001 14140.62564453125 131840.71518373844 18266.84435195223 -160093.49765625002 -4665.907202148438 90391.112776227688 139968.70324641047
leaf_weight=4038147 32750 262 438 29 21 32 28 270 610 21 88 29 30 34 76 123 206 25 33 45 36 38 40 20 27 109 20 40 140 37
leaf_count=4038147 32750 262 438 29 21 32 28 270 610 21 88 29 30 34 76 123 206 25 33 45 36 38 40 20 27 109 20 40 140 37
internal_value=0 2.88014 4270.68 16520.7 34465.4 -3816.74 -18368.3 -28491.3 9357.25 28245.8 23093.8 91513.1 36798.1 77539.8 -11639.3 -20686.8 -13102.6 -10338.1 -3316.86 34972.6 6459.64 28323 -7771.26 31705.7 81755.6 44817.3 20265.6 -56475.1 58818.6 76417.3
internal_weight=0 4.04105e+06 2907 1156 693 1751 832 703 919 664 614 50 129 64 433 357 329 463 65 526 135 99 61 309 47 391 142 60 249 82
internal_count=4073804 4041054 2907 1156 693 1751 832 703 919 664 614 50 129 64 433 357 329 463 65 526 135 99 61 309 47 391 142 60 249 82
is_linear=0
shrinkage=0.1


Tree=3737
num_leaves=31
num_cat=0
split_feature=2 1 7 1 0 0 2 6 0 6 4 3 6 3 3 5 0 3 4 0 6 5 4 6 1 0 0 0 1 1
split_gain=4.03983e+11 4.91051e+12 2.14104e+13 4.13289e+13 3.1159e+13 5.69357e+13 2.94448e+14 5.01505e+13 4.84338e+13 7.1494e+13 7.36482e+13 6.04179e+13 5.57892e+13 3.09469e+13 3.12008e+13 3.5033e+13 2.48648e+13 7.74952e+13 7.96565e+13 7.64639e+13 2.40766e+13 5.16676e+13 2.92369e+13 5.01157e+13 5.5106e+13 3.36025e+13 3.28186e+13 3.51148e+13 1.01646e+14 3.422e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.740454950000007 55.866549750000011 55.579943700000008 75.000000000000014 59.505000000000003 55.775215600000003 49.010000000000012 8.5000000000000018 11.500000000000002 79.710000000000022 2.5000000000000004 9.5000000000000018 2.5000000000000004 55.743464250000009 2.5000000000000004 22.500000000000004 55.728148450000006 67.91500000000002 2.5000000000000004 16.500000000000004 78.010000000000005 37.729575300000008 55.554045200000012 55.783232450000007 55.743464250000009 37.843405600000004 37.768783500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 16 11 -11 -10 13 -12 15 -15 19 18 -18 -7 -4 -22 23 24 -23 -24 27 29 -29 -25
right_child=-2 2 20 -5 -6 6 7 -9 9 10 12 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 25 26 -26 -27 -28 28 -30 -31
leaf_value=-158.59326462386937 -14.062476313870363 -2324.5735796230906 -271.50949238751667 519.31874148902295 -459.9134288976752 5745.1332483624974 87567.454504727459 187325.48388356855 2516.5433010945594 2401.6914722949782 9585.1921093750007 94418.53517628205 -68843.993987771741 172609.05712354055 61080.721796431113 85790.53365337172 -46897.939274344855 6464.579513726454 -261608.03500000003 69923.841075971563 -17867.535335758927 -45460.082360716544 24989.216217582751 12063.045682996601 33353.224372081175 -7387.7379660157039 14431.58606948279 -267910.45566406252 -22121.835703032873 -19373.141358676945
leaf_weight=392867 3396489 2807 58360 199814 4705 3868 110 93 863 173 40 78 23 91 110 95 127 501 20 195 2532 99 338 601 854 6210 798 20 106 817
leaf_count=392867 3396489 2807 58360 199814 4705 3868 110 93 863 173 40 78 23 91 110 95 127 501 20 195 2532 99 338 601 854 6210 798 20 106 817
internal_value=0 70.5182 386.957 886.086 6158.78 9545.88 14762.8 133269 10872.6 26699.5 55999.8 10134.3 81828.4 92142.3 103299 128266 5923.98 -12267.7 -76110.2 8825.33 -1121.07 -5127.57 -1850.36 5832.6 25165.9 -5716.48 -2034.45 -10544.7 -61135.9 -6049.34
internal_weight=0 677315 284448 213713 13899 9194 6387 203 6184 1473 532 941 359 336 296 186 4711 648 147 4063 70735 12375 9843 3295 953 6548 2342 1544 126 1418
internal_count=4073804 677315 284448 213713 13899 9194 6387 203 6184 1473 532 941 359 336 296 186 4711 648 147 4063 70735 12375 9843 3295 953 6548 2342 1544 126 1418
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=31
num_cat=0
split_feature=4 1 6 5 6 6 6 4 6 3 3 3 3 2 1 6 6 4 2 0 5 3 6 6 1 4 3 3 4 3
split_gain=4.43868e+11 3.17816e+12 6.93628e+12 6.1355e+12 1.04975e+13 5.81326e+12 1.20158e+13 1.09469e+13 8.49682e+12 8.58305e+12 8.38937e+12 8.87959e+12 7.28828e+12 5.95921e+12 4.9034e+12 1.07304e+13 4.87659e+12 8.61176e+12 6.21988e+12 5.91978e+12 4.37441e+12 5.11282e+12 4.2412e+12 6.75219e+12 4.16522e+12 1.51637e+13 6.22283e+12 1.20124e+13 4.08417e+12 4.46748e+12
threshold=9.5000000000000018 107.59716050000002 142.05000000000004 2.5000000000000004 68.00500000000001 79.015000000000015 89.00500000000001 16.500000000000004 96.050000000000011 4.5000000000000009 10.500000000000002 12.500000000000002 3.5000000000000004 7912.5000000000009 118.02765200000002 90.045000000000016 86.030000000000015 10.500000000000002 9907.0000000000018 56.838524800000009 3.5000000000000004 3.5000000000000004 83.010000000000005 81.705000000000013 113.48479755000001 14.500000000000002 12.500000000000002 10.500000000000002 13.500000000000002 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 3 -3 28 12 7 10 9 -8 16 -12 -6 -10 15 -11 18 -18 -7 20 22 -22 23 -20 25 -15 27 -26 29 -5
right_child=1 2 -4 4 5 6 8 -9 13 14 11 -13 -14 24 -16 -17 17 -19 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-35.437946888728838 37.078706707966475 -408.05285871446938 43450.117104640151 -15382.776984914146 30159.18020768874 -53725.505610447311 -14849.564943910256 41506.034381734913 37254.305139160155 6712.4176983173083 -92723.014532470712 -14853.815914351851 -1267.0326528284672 -21388.628233506945 8655.0763183593754 89648.938802083343 -18882.788397961129 57567.662635869572 -2031.0606763756796 -59117.430074757547 -55331.710548194686 -12853.591497752292 -17186.028916015624 66402.797470238103 -14546.587184207376 87211.328125 -59060.791428786062 55519.726331018523 12421.482434475807 -38415.637623697919
leaf_weight=1892492 2175324 4152 33 192 101 51 39 29 32 26 32 27 274 36 32 39 41 23 46 29 37 121 60 21 261 20 26 27 31 150
leaf_count=1892492 2175324 4152 33 192 101 51 39 29 32 26 32 27 274 36 32 39 41 23 46 29 37 121 60 21 261 20 26 27 31 150
internal_value=0 30.7457 -2269.9 -2523.26 -7394.22 -3497.21 -7298.5 -18185.2 3163.25 24769.6 -21732.4 -57088 7197.09 -4146.35 40698.9 56474.3 -16870 8591.59 -21334.5 -16073.6 -11693.6 -22801 2124.95 19418.4 -7726.95 17397.1 -12207.7 -7977.87 -22334.5 -25484.9
internal_weight=0 2.18131e+06 5988 5955 1803 1430 1055 517 538 136 488 59 375 402 97 65 429 64 365 314 285 158 127 67 370 56 314 288 373 342
internal_count=4073804 2181312 5988 5955 1803 1430 1055 517 538 136 488 59 375 402 97 65 429 64 365 314 285 158 127 67 370 56 314 288 373 342
is_linear=0
shrinkage=0.1


Tree=3739
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 3 6 6 3 3 4 4 5 6 3 2 6 4 6 0 4 7 4 0 1 0 0 3 0 0
split_gain=3.91569e+11 1.71673e+12 2.45003e+12 1.71714e+12 7.42603e+12 4.27774e+12 2.04857e+12 1.40097e+13 2.19617e+13 1.41529e+13 5.64015e+12 4.20597e+12 8.57744e+12 3.638e+12 3.601e+12 3.24216e+12 8.2747e+12 1.07692e+13 5.68747e+12 3.52977e+12 8.23425e+12 6.04458e+12 4.15203e+12 5.1625e+12 3.26998e+12 3.5778e+12 3.17776e+12 3.15137e+12 3.0393e+12 2.99732e+12
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 48.179569850000007 44.046956350000009 3.5000000000000004 48.410000000000004 47.805000000000007 5.5000000000000009 6.5000000000000009 14.500000000000002 9.5000000000000018 1.5000000000000002 44.410000000000004 9.5000000000000018 5325.0000000000009 34.905000000000008 4.5000000000000009 30.425000000000001 51.659529100000007 9.5000000000000018 6.0000000000000009 2.5000000000000004 52.516286950000008 118.02765200000002 61.78914120000001 61.78914120000001 2.5000000000000004 51.567244500000008 51.659529100000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 11 -10 26 12 -9 14 15 16 18 -18 -5 20 21 28 23 -21 -25 -26 -11 -20 -17 -14
right_child=1 2 -4 6 5 -7 -8 8 9 10 -12 -13 29 -15 -16 19 17 -19 27 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.4945345553575486 24104.096637173359 1809.819140625 -44114.012834821428 -15925.288307328659 -73659.382886904757 -10560.65234375 1209.8848248824092 56029.580906250005 -92770.303271484387 10892.842728568414 -52857.856078125005 -41400.143301504635 15792.688013109111 3978.7433336420322 10719.432077060657 10320.466913482027 41821.537605168269 -25510.56435905318 -2806.6786661116803 -20103.127053029915 -11467.112686247363 -27623.324618902443 -412.83236023274713 9061.7365298739351 14136.908864182695 -11317.347814575529 -35258.607125000002 25578.785431300174 38987.774524238783 -9023.4066058481349
leaf_weight=4047600 29 26 21 88 21 22 15238 25 48 37 50 27 59 2079 267 715 26 275 61 247 237 41 5517 165 65 367 25 109 39 278
leaf_count=4047600 29 26 21 88 21 22 15238 25 48 37 50 27 59 2079 267 715 26 275 61 247 237 41 5517 165 65 367 25 109 39 278
internal_value=0 385.318 -18709.3 419.628 -15002.3 -41376.3 462.196 -588.167 -16153.2 -47339.4 -27869 -3325.97 -486.185 241.625 -703.681 -1087.23 -8430.39 -19694.5 4711.07 -531.997 4892.82 9769.94 -1412.11 -7944.14 -2913.54 -7487.42 -7716.61 15393.4 11803.3 -4678.75
internal_weight=0 26204 47 26157 72 43 26085 10847 549 160 112 389 362 10298 8219 7952 559 301 258 7393 1032 795 6361 844 597 432 62 170 754 337
internal_count=4073804 26204 47 26157 72 43 26085 10847 549 160 112 389 362 10298 8219 7952 559 301 258 7393 1032 795 6361 844 597 432 62 170 754 337
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=31
num_cat=0
split_feature=2 6 3 6 2 4 3 6 6 6 5 6 6 6 5 6 6 6 6 6 4 4 4 4 6 6 3 6 6 6
split_gain=3.80006e+11 7.67895e+11 6.97451e+11 1.02648e+12 4.02457e+11 1.67696e+12 1.54211e+12 2.05813e+12 1.71058e+12 1.51959e+12 1.82818e+12 3.41057e+12 3.32523e+12 2.35304e+12 2.0585e+12 1.47426e+13 3.14673e+13 1.68297e+13 1.20084e+13 7.21585e+12 1.78391e+13 6.49747e+12 3.07996e+12 3.76414e+12 3.46752e+12 3.32688e+12 3.12473e+12 5.29332e+12 4.14842e+12 4.30133e+12
threshold=15792.500000000002 57.995000000000012 3.5000000000000004 43.905000000000008 13916.000000000002 14.500000000000002 9.5000000000000018 89.00500000000001 50.995000000000012 36.280000000000008 1.5000000000000002 55.805000000000007 53.310000000000009 51.405000000000008 2.5000000000000004 94.02500000000002 106.49500000000002 85.020000000000024 86.030000000000015 79.710000000000022 7.5000000000000009 8.5000000000000018 5.5000000000000009 9.5000000000000018 58.995000000000012 67.91500000000002 4.5000000000000009 58.995000000000012 76.605000000000004 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=4 2 3 -2 -1 6 9 8 -8 -6 11 -11 13 -12 15 17 -17 19 -19 22 -21 -20 26 -24 -25 -26 28 -28 29 -14
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 12 -13 14 -15 -16 16 -18 18 21 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-1.2972578634703889 -3598.7088569972825 8785.0958082932684 821.12323567708336 -33162.195393880211 -2516.1500870359341 23897.861599042342 564.12307031250009 14514.936931818183 -31933.491126019027 7016.6098807807039 -1703.7089933311981 -8955.2479953518177 4192.2239285164351 -12461.733114085479 533.16749468502087 154945.96589843751 -13341.102437500002 -77238.1435546875 16975.117736235119 7792.5446785481781 114881.10714285714 -40093.951940556581 -4757.3314094365205 -8453.9962187500005 67987.050917968751 10998.708456566221 62693.641287667415 7769.074819232048 -33241.174625000007 25715.873420834749
leaf_weight=4065040 23 26 30 24 1229 31 25 22 46 1014 1395 154 482 238 3070 20 25 40 42 60 21 38 428 25 20 21 28 47 25 115
leaf_count=4065040 23 26 30 24 1229 31 25 22 46 1014 1395 154 482 238 3070 20 25 40 42 60 21 38 428 25 20 21 28 47 25 115
internal_value=0 -6073.95 -11091.3 -18695 0.153573 681.101 597.704 -12209.8 -20490.7 737.225 1284.35 4910.73 594.513 -3271.63 1995.31 5119.03 61453.2 3297.89 -32501.2 6675.16 35556.2 -10132.7 4710.95 -1329.5 20899.5 38797.9 8992.13 28274.2 6667.12 8338.32
internal_weight=0 103 77 47 4.0737e+06 8661 8630 93 71 8537 7308 1168 6140 1633 4507 1437 45 1392 120 1272 81 80 1191 494 66 41 697 75 622 597
internal_count=4073804 103 77 47 4073701 8661 8630 93 71 8537 7308 1168 6140 1633 4507 1437 45 1392 120 1272 81 80 1191 494 66 41 697 75 622 597
is_linear=0
shrinkage=0.1


Tree=3741
num_leaves=31
num_cat=0
split_feature=0 6 1 6 4 7 3 1 4 4 6 6 1 0 4 4 4 6 5 3 4 6 5 3 6 1 6 6 3 5
split_gain=3.82856e+11 6.79917e+12 1.82328e+13 4.87832e+13 5.79744e+13 4.92456e+13 3.96865e+13 6.06205e+13 4.62945e+13 4.3355e+13 4.28856e+13 4.79937e+13 3.73916e+13 5.09923e+13 4.63797e+13 4.59782e+13 7.70149e+13 6.90219e+13 6.79198e+13 5.09274e+13 4.58089e+13 4.19874e+13 4.07821e+13 4.72799e+13 3.73201e+13 3.57998e+13 4.93491e+13 9.51871e+13 3.77657e+13 6.37722e+13
threshold=43.687280500000007 34.905000000000008 39.939672500000007 65.00500000000001 6.5000000000000009 6.0000000000000009 3.5000000000000004 39.908802000000009 5.5000000000000009 3.5000000000000004 120.05000000000001 128.05000000000004 39.908802000000009 43.550475500000012 18.500000000000004 9.5000000000000018 7.5000000000000009 91.02500000000002 2.5000000000000004 5.5000000000000009 16.500000000000004 86.030000000000015 2.5000000000000004 5.5000000000000009 91.02500000000002 39.763755750000009 99.050000000000011 108.05000000000001 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 -3 6 12 7 -5 9 -9 -8 -12 25 15 -15 16 19 18 -18 21 -17 -14 -22 -24 -7 28 -27 -28 29 -6
right_child=-2 2 -4 4 5 24 10 8 -10 -11 11 -13 13 14 -16 20 17 -19 -20 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=1904.268728621515 4.7585457139808049 -5005.8227357151291 618.48714088240331 6310.3108057132631 144487.46660684122 55394.119143504606 -27789.431756407543 5247.5933159722226 96317.13489583334 -88659.958352444562 166137.98274147729 5870.2330928679439 -178490.54062500002 238428.61439732142 38618.81141826923 -19746.519772033691 23245.923823582852 -21459.485823170733 175755.0331559066 71132.09677419356 90968.713440755208 14233.93984375 128565.58604910714 -41965.693587239584 -1833.0203455575506 -34593.641566988714 143917.43153125001 -23721.647023809524 -8698.3032648337903 12161.146187181346
leaf_weight=13262 3977958 21929 51529 2295 37 390 1060 72 21 155 22 124 26 21 26 320 43 41 91 31 90 20 21 72 161 477 50 105 1032 2323
leaf_count=13262 3977958 21929 51529 2295 37 390 1060 72 21 155 22 124 26 21 26 320 43 41 91 31 90 20 21 72 161 477 50 105 1032 2323
internal_value=0 -197.497 -535.015 -2449 3694.82 10350.1 -5850.49 1234.9 -45733.1 -58874.3 -20790.9 30020.2 7116.42 26833.2 127896 20541.9 55406.6 92076.8 126816 -27934.8 3074.84 -94697.3 42981 -3458.63 38672.6 3186.79 -18664.7 30355.5 7258.18 14235.8
internal_weight=0 95846 82584 31055 9126 5377 3749 2543 248 227 1206 146 4826 802 47 755 252 175 134 77 503 46 183 93 551 4024 632 155 3392 2360
internal_count=4073804 95846 82584 31055 9126 5377 3749 2543 248 227 1206 146 4826 802 47 755 252 175 134 77 503 46 183 93 551 4024 632 155 3392 2360
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=31
num_cat=0
split_feature=6 4 1 1 2 6 3 1 1 1 1 0 6 6 0 1 4 5 4 2 1 6 1 4 1 2 0 0 4 2
split_gain=3.85936e+11 3.15457e+12 1.25894e+13 1.3395e+13 1.02625e+13 8.03427e+12 3.8369e+12 2.06487e+13 5.6023e+13 1.98236e+13 1.61473e+13 6.46285e+13 1.44553e+13 2.24273e+13 5.68116e+13 8.62379e+13 2.38357e+13 2.23331e+13 2.00375e+13 2.07831e+13 3.75743e+13 1.92495e+13 2.62869e+13 2.08766e+13 1.59791e+13 3.29952e+13 1.49982e+13 1.43362e+13 2.22381e+13 2.05903e+13
threshold=102.04000000000001 1.5000000000000002 37.343102500000008 38.977585500000011 2828.5000000000005 142.05000000000004 1.5000000000000002 30.452677500000004 30.345769800000003 30.624707450000006 30.330566300000005 59.939085000000013 134.05000000000004 138.05000000000004 45.036141150000006 41.912736000000002 9.5000000000000018 3.5000000000000004 6.5000000000000009 5261.5000000000009 43.997056950000008 149.05000000000004 52.061190950000004 15.500000000000002 83.050033500000012 6680.0000000000009 53.356310450000002 55.922096200000006 16.500000000000004 5261.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -3 -12 27 14 15 -14 17 -15 19 20 -16 23 -23 -18 -19 -26 -27 -11 29 -29
right_child=1 6 3 4 -6 -7 -8 9 -10 12 11 -13 13 16 18 -17 21 24 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=5.0622692839187051 -66226.661115056821 3753.6810023170788 82167.566433794083 58252.864151278409 140.10295941034954 6589.7230868252846 -64.720432947162294 -73022.121400669654 64899.162492163392 -10843.527751991294 49152.950156250008 -192022.59296875002 263061.50273437501 -10586.162453502133 9260.0247395833339 -14423.861123511906 -133226.09545454546 9836.4273706364766 44323.003963842151 38608.334949100383 -153269.66062499999 -36906.809080933992 70019.545362903227 -25155.794250801282 -29417.656573275861 159557.05196875002 52993.511997767855 6808.2178506903692 77451.956085526312 -26214.437616903855
leaf_weight=3966508 22 703 39 33 384 22 99732 42 162 3099 25 20 24 626 33 21 33 748 78 33 25 89 31 39 29 25 28 872 38 241
leaf_count=3966508 22 703 39 33 384 22 99732 42 162 3099 25 20 24 626 33 21 33 748 78 33 25 89 31 39 29 25 28 872 38 241
internal_value=0 -187.141 7737.33 11141.5 4738.95 54910 -224.242 -2476.43 11583.4 -4555.47 36.3765 -58036.2 -4084.99 3262.29 33718.1 133568 -692.533 3674.69 7130.82 -24748.2 -60795.9 -33810.6 -9284.17 -74688 14430.5 56337 103259 -7303.96 2226.12 -342.24
internal_weight=0 107296 500 478 417 61 106796 7064 910 6154 748 45 6112 1862 214 45 1648 1456 169 91 58 192 120 72 830 82 53 4250 1151 1113
internal_count=4073804 107296 500 478 417 61 106796 7064 910 6154 748 45 6112 1862 214 45 1648 1456 169 91 58 192 120 72 830 82 53 4250 1151 1113
is_linear=0
shrinkage=0.1


Tree=3743
num_leaves=31
num_cat=0
split_feature=0 0 2 4 6 6 4 6 1 5 0 0 4 1 4 4 1 0 3 0 3 0 0 1 1 6 3 4 1 0
split_gain=3.86173e+11 5.85413e+12 1.43011e+13 1.33186e+13 1.96392e+13 1.84173e+13 1.70407e+13 2.46691e+13 2.49342e+13 1.96277e+13 2.70887e+13 1.46619e+13 1.69611e+13 1.45049e+13 1.51341e+13 2.98824e+13 5.23611e+13 3.38621e+13 2.48181e+13 3.81928e+13 2.11791e+13 1.64732e+13 1.50124e+13 3.93287e+13 2.45003e+13 2.99244e+13 1.89046e+13 2.10994e+13 1.81387e+13 1.58037e+13
threshold=56.888401950000009 56.83050475000001 7457.0000000000009 4.5000000000000009 128.05000000000004 64.405000000000015 13.500000000000002 46.010000000000012 37.343102500000008 1.5000000000000002 56.858606850000008 56.858606850000008 7.5000000000000009 60.605526900000008 20.500000000000004 24.500000000000004 60.636764050000004 56.838524800000009 6.5000000000000009 56.850115550000005 9.5000000000000018 56.858606850000008 56.838524800000009 60.66055595000001 60.620042600000012 100.05000000000001 17.500000000000004 15.500000000000002 60.636764050000004 56.850115550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -9 -13 -8 22 16 18 -18 -16 20 -20 -17 24 28 25 -15 27 -26 -24 -30
right_child=-2 2 -4 6 -6 -7 13 8 9 -11 -12 12 -14 14 15 21 17 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-5.8782721788442061 -65.895032926538761 -2209.9860116087034 -32519.353495979311 130.89798912410851 70043.499877232141 -20123.440666402774 -2154.0804361646442 9498.9069639306326 36871.420386312908 3606.6537797800638 -14630.360312745899 69572.366773437505 23101.702743446891 119438.41869140626 -8738.9918000768448 12710.061588968514 -22739.336657977925 12421.503205383839 53683.776862980776 2932.3534449800536 172127.49581163196 -1434.1442769335686 1684.7052854430212 -27854.506639535088 48703.146472981774 -5613.1789314516136 79164.219142950154 2991.9071418606509 56393.615976931018 15149.628082330177
leaf_weight=3267182 729992 3462 128 22101 35 688 19740 608 385 20225 139 100 366 50 61 1530 1392 341 26 47 36 1783 1363 336 120 31 42 637 106 752
leaf_count=3267182 729992 3462 128 22101 35 688 19740 608 385 20225 139 100 366 50 61 1530 1392 341 26 47 36 1783 1363 336 120 31 42 637 106 752
internal_value=0 14.3856 878.354 934.233 -4550.63 -5179.73 1251.64 2485.82 4870.74 4101.71 23209.7 19727.9 33073.9 -657.632 2756.2 -638.612 -10625.5 -15820.8 42335.9 70919.2 122458 5097.89 7908.18 4031.05 19173.9 71579.2 13861.2 10238.1 8854.79 20245
internal_weight=0 3.34381e+06 76630 76502 4185 4150 72317 43924 21823 20749 524 1074 466 28393 8653 5216 1903 1733 170 109 62 3313 3437 2557 880 81 799 757 2221 858
internal_count=4073804 3343812 76630 76502 4185 4150 72317 43924 21823 20749 524 1074 466 28393 8653 5216 1903 1733 170 109 62 3313 3437 2557 880 81 799 757 2221 858
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=31
num_cat=0
split_feature=6 4 6 3 4 0 5 4 4 4 1 3 6 4 0 3 4 1 2 0 1 1 2 6 1 4 1 3 6 0
split_gain=4.17283e+11 2.91424e+12 1.04156e+13 8.08175e+12 3.72424e+12 7.11897e+12 3.16781e+12 1.18703e+13 1.22224e+13 1.55125e+13 2.5845e+13 2.1662e+13 2.80731e+13 1.98256e+13 2.64492e+13 4.23203e+13 2.83625e+13 3.82638e+13 2.99307e+13 3.10079e+13 2.68178e+13 2.40839e+13 2.21784e+13 2.81936e+13 1.92029e+13 1.90346e+13 1.86447e+13 3.97979e+13 1.89606e+13 1.77207e+13
threshold=118.04500000000002 36.500000000000007 130.05000000000004 27.500000000000004 31.500000000000004 55.806294650000005 3.5000000000000004 26.500000000000004 20.500000000000004 15.500000000000002 82.918694400000007 6.5000000000000009 120.05000000000001 12.500000000000002 50.596941950000009 9.5000000000000018 14.500000000000002 55.957851400000003 2851.5000000000005 57.14107305000001 61.381045500000006 30.157841000000001 3999.0000000000005 122.65000000000002 86.169282750000022 19.500000000000004 38.958307950000012 8.5000000000000018 130.05000000000004 50.556058150000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 13 -11 -12 -13 -2 15 22 21 -18 -19 20 -20 -16 26 -24 25 -14 28 -28 -15 -17
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 12 24 14 16 29 17 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7135217563092242 -1779.9545464509317 79967.174644886371 -710.80993483137377 6923.6596121651792 3930.176357886905 -59247.630267137094 428.98053689322808 -32617.51354077764 4606.2751520118854 -9531.0300219752444 -27447.089407348634 122170.02814797795 21741.891424675709 63581.144419642857 -82227.775837053574 -9005.1971780936456 -55670.064926330902 124067.37562500002 23867.274266570912 74444.068647203952 -66871.483749791209 11823.582359923697 97376.035452586206 -15555.337348790323 -45849.761449455495 122099.34721467391 56553.834088055504 170822.79170435856 -39524.286189516133 82084.313824728262
leaf_weight=4019687 15717 33 202 28 42 31 28403 119 3412 3773 64 34 106 42 28 299 183 20 57 38 76 986 29 93 33 23 154 38 31 23
leaf_count=4019687 15717 33 202 28 42 31 28403 119 3412 3773 64 34 106 42 28 299 183 20 57 38 76 986 29 93 33 23 154 38 31 23
internal_value=0 -275.832 10225.1 46439 -327.114 -22898.8 -296.476 -1108.41 -959.96 -1829.28 -7429.59 23065.6 39559.5 -561.396 8571.69 24285.4 545.012 -22992.5 8316.36 -5221.77 -27983.4 9226.5 46571 11289 22221.5 39635.1 62814 79169.6 19796.6 -2498.8
internal_weight=0 54117 263 61 53854 73 53781 25378 25259 21847 4033 260 196 17814 2097 709 1388 374 191 171 133 1014 387 122 162 129 265 192 73 322
internal_count=4073804 54117 263 61 53854 73 53781 25378 25259 21847 4033 260 196 17814 2097 709 1388 374 191 171 133 1014 387 122 162 129 265 192 73 322
is_linear=0
shrinkage=0.1


Tree=3745
num_leaves=31
num_cat=0
split_feature=4 5 6 4 7 1 0 1 1 0 6 0 2 0 1 0 0 6 1 0 6 1 3 6 5 6 6 6 1 0
split_gain=4.04203e+11 7.93428e+12 2.05082e+13 1.837e+13 2.65822e+13 3.39315e+13 6.79404e+13 5.38709e+13 3.03326e+13 3.45972e+13 2.71213e+13 2.3516e+13 2.33606e+13 4.01408e+13 2.623e+13 2.28128e+13 2.04656e+13 3.43378e+13 4.68266e+13 2.64772e+13 2.4525e+13 2.20543e+13 1.95112e+13 2.45155e+13 1.89919e+13 1.7439e+13 4.54143e+13 3.33044e+13 2.50669e+13 1.5843e+13
threshold=14.500000000000002 2.5000000000000004 74.015000000000015 15.500000000000002 6.0000000000000009 30.425503950000003 59.982409200000006 37.343102500000008 30.362494150000003 59.838047850000002 68.00500000000001 60.002985000000002 75.000000000000014 55.775215600000003 37.586700500000006 47.139841100000005 55.595177750000005 67.00500000000001 37.631035900000008 55.840017500000009 68.515000000000015 37.46219940000001 7.5000000000000009 62.010000000000012 4.5000000000000009 61.425000000000004 60.605000000000011 56.805000000000007 30.157841000000001 54.962581500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -7 9 -3 -11 12 13 14 -10 24 21 18 -18 20 -19 -9 23 -8 -5 26 27 -6 -27 -17
right_child=1 2 -4 15 5 7 22 16 11 10 -12 -13 -14 -15 -16 29 17 19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-20.525817126408199 -74.194754420449087 79346.160903532611 37.109335768303474 10438.814932276051 -1725.8897503104263 -44164.290241839175 25641.413161057695 107630.59000822369 63865.960119047624 -73975.966288493451 14396.432101894949 96992.56236049108 -2619.3098082648385 150404.1892299107 -53349.650133928575 -2097.4389402586585 176777.49559659092 -15308.394490370642 19362.94514542765 13969.714489478787 -102303.11292067308 27867.841289495154 205547.04035326088 160491.54933035714 -68187.723002772182 114402.02613636365 -69693.77139699836 95351.425520833349 21417.743584558826 2238.3495386536711
leaf_weight=2859571 987360 23 170840 3408 93 157 26 38 42 133 47 28 720 28 35 10722 22 86 134 137 52 395 23 28 31 44 57 57 85 39382
leaf_count=2859571 987360 23 170840 3408 93 157 26 38 42 133 47 28 720 28 35 10722 22 86 134 137 52 395 23 28 31 44 57 57 85 39382
internal_value=0 48.3392 581.612 2241.75 10638 19504.5 43690.6 9721.13 -1402.34 -36143.9 -50901 6865.58 3806.72 47871 10586.1 1851.29 19512.8 4086.56 41562.4 -17172.5 -48089 34867.8 128416 95563.7 9730.06 24274.3 6289.75 35163.5 53133.3 1310.51
internal_weight=0 1.21423e+06 226873 56033 2490 1434 413 1021 1056 203 180 853 825 105 77 53543 864 431 156 275 138 433 77 54 3439 336 207 150 129 50104
internal_count=4073804 1214233 226873 56033 2490 1434 413 1021 1056 203 180 853 825 105 77 53543 864 431 156 275 138 433 77 54 3439 336 207 150 129 50104
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=31
num_cat=0
split_feature=6 5 1 0 0 1 0 6 6 6 4 4 0 4 0 7 1 0 0 6 3 4 4 4 4 6 0 4 4 4
split_gain=3.84984e+11 6.11478e+12 1.51827e+13 3.26035e+13 2.75823e+13 3.845e+13 4.97291e+13 5.03718e+13 3.98365e+13 5.41842e+13 3.30144e+13 1.02296e+14 1.87376e+14 5.60468e+13 3.81786e+13 5.14395e+13 3.53494e+13 3.53128e+13 3.2086e+13 5.54537e+13 1.31418e+14 3.57972e+13 3.1932e+13 2.84241e+13 6.35556e+13 7.76603e+13 2.80775e+13 4.32907e+13 3.98211e+13 2.79579e+13
threshold=49.010000000000012 1.5000000000000002 30.315889700000003 59.982409200000006 54.724612400000005 30.277905650000005 59.91832440000001 108.05000000000001 78.010000000000005 52.015000000000008 7.5000000000000009 5.5000000000000009 59.950512650000007 8.5000000000000018 60.05226170000001 6.0000000000000009 30.157841000000001 59.963561900000009 59.950512650000007 62.375000000000007 3.5000000000000004 9.5000000000000018 15.500000000000002 9.5000000000000018 8.5000000000000018 55.805000000000007 59.963561900000009 5.5000000000000009 5.5000000000000009 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 4 -4 -2 10 8 18 9 -7 11 -6 -13 16 15 -14 -12 -18 19 23 -21 26 -23 24 -8 -26 28 -28 -20 -11
right_child=1 -3 3 -5 5 6 7 -9 -10 29 13 12 14 -15 -16 -17 17 -19 21 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=30.248835346764324 25401.381495929225 8.162804931867127 -889.37614467469052 -15630.850184913326 -4707.0298032448509 56991.745043425122 22990.423627068016 -122360.80727982955 47417.933565611762 85608.113169642864 45511.770800781254 -15199.24404296875 307649.8552389706 -3572.8756253811684 66419.281287202379 133700.04082892925 -67041.958532293909 48692.698087284487 -161619.60781250001 293650.00786637928 14059.269443359375 76837.894749735176 10193.030914737868 13192.1400970459 239970.99767736485 30613.54172650506 116917.21637931035 -16923.687463631468 -3555.3588860589102 -32051.498715181009
leaf_weight=2069790 546 1906973 89131 1526 660 88 136 22 118 21 38 100 34 2783 21 34 290 29 28 29 40 118 184 256 37 34 29 145 37 527
leaf_count=2069790 546 1906973 89131 1526 660 88 136 22 118 21 38 100 34 2783 21 34 290 29 28 29 40 118 184 256 37 34 29 145 37 527
internal_value=0 -31.2417 -805.587 -1137.51 3908 1897.83 13817.9 27426.6 -5945.33 -15846.1 -3627.43 13868.2 78734.3 -8357.94 184278 220675 -45660 -56520.6 30497.7 47935.9 131568 13349.6 36233.1 35472.3 63026.5 139715 -15565.8 5383.13 -71644.6 -27542.6
internal_weight=0 2.00401e+06 97041 90657 6384 5838 1849 1095 754 636 3989 849 189 3140 89 68 357 319 1073 532 69 541 302 463 207 71 239 174 65 548
internal_count=4073804 2004014 97041 90657 6384 5838 1849 1095 754 636 3989 849 189 3140 89 68 357 319 1073 532 69 541 302 463 207 71 239 174 65 548
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=31
num_cat=0
split_feature=0 4 5 0 6 5 6 1 4 4 6 6 0 3 6 1 7 1 0 4 1 1 7 4 4 4 6 3 5 6
split_gain=4.00305e+11 4.42928e+12 5.23985e+12 4.09493e+12 1.58783e+13 4.22179e+13 4.39574e+13 2.57881e+13 3.08254e+13 3.50675e+13 1.06921e+14 1.32656e+14 1.92516e+13 2.85446e+13 2.23684e+13 1.74648e+13 2.88428e+13 3.35374e+13 3.8877e+13 5.28078e+13 3.85604e+13 3.4238e+13 2.58995e+13 2.71391e+13 3.22682e+13 2.28401e+13 2.08696e+13 1.85302e+13 1.71059e+13 2.17543e+13
threshold=59.764576050000009 35.500000000000007 1.5000000000000002 59.848366150000011 77.010000000000005 2.5000000000000004 78.010000000000005 30.330566300000005 21.500000000000004 23.500000000000004 95.045000000000016 91.02500000000002 59.838047850000002 18.500000000000004 96.050000000000011 30.157841000000001 6.0000000000000009 30.323041000000003 59.838047850000002 5.5000000000000009 30.277905650000005 30.303340300000002 6.0000000000000009 11.500000000000002 8.5000000000000018 17.500000000000004 88.00500000000001 3.5000000000000004 1.5000000000000002 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 3 -3 4 28 6 -6 15 -9 10 11 -10 -11 14 -14 22 17 18 21 -20 26 -17 -7 24 -24 -22 -21 -26 29 -2
right_child=1 2 -4 -5 5 7 -8 8 9 12 -12 -13 13 -15 -16 16 -18 -19 19 20 25 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-10.461616795780161 -983.93226283736624 -4779.6007254464284 54035.441456557768 -22.718814845920829 -111089.12185776656 -20797.398229237951 -20748.018919673021 -1980.3718631392048 -61431.699820696726 -28519.216168999235 88628.630775669648 -347866.94538352272 128298.305234375 -40230.162070312508 -4455.6729447798298 10593.289147010217 -9006.6961823763904 95459.977895220596 201361.13080357143 -44379.392283313682 165184.86517857143 -84651.714826388896 -28533.984132603237 -24394.297305782711 -1823.3966591282895 51966.454017857148 33653.686122744846 77844.771082124251 3530.6936282998904 21643.988623328143
leaf_weight=3665537 20198 28 33 362388 68 411 259 1375 61 326 28 22 30 40 22 234 292 68 21 53 28 45 56 107 38 49 97 126 21330 434
leaf_count=3665537 20198 28 33 362388 68 411 259 1375 61 326 28 22 30 40 22 234 292 68 21 53 28 45 56 107 38 49 97 126 21330 434
internal_value=0 93.9274 27038.4 89.9009 980.644 -5160.42 -39534.5 -1975.29 -9872.56 -30386.3 -80349.6 -137354 -17118.5 23279.5 72133.2 7277.89 16734.2 29366.7 20838.6 49646.8 35611.6 -4768.81 -4087.63 16914.6 37005.7 93136.8 6082 59385.1 1544.96 -507.947
internal_weight=0 408267 61 408206 45818 3856 327 3529 1904 529 111 83 418 92 52 1625 887 595 527 248 227 279 738 327 220 77 150 164 41962 20632
internal_count=4073804 408267 61 408206 45818 3856 327 3529 1904 529 111 83 418 92 52 1625 887 595 527 248 227 279 738 327 220 77 150 164 41962 20632
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 7 1 0 1 4 5 0 0 6 6 4 4 0 0 4 0 6 0 0 6 5 4 4 4
split_gain=4.56074e+11 2.57051e+12 1.15779e+13 2.63212e+13 3.54621e+13 5.19208e+13 2.59358e+13 4.04046e+13 3.66814e+13 7.52157e+13 7.56081e+13 4.09684e+13 3.61744e+13 5.30067e+13 3.23424e+13 2.40361e+13 2.28255e+13 2.1052e+13 3.3207e+13 5.16409e+13 5.31534e+13 5.02173e+13 3.45246e+13 3.18282e+13 4.23128e+13 6.5759e+13 2.80687e+13 2.64257e+13 2.44172e+13 2.40463e+13
threshold=30.226173900000003 30.157841000000001 59.838047850000002 59.950512650000007 22.500000000000004 59.933037250000005 6.0000000000000009 30.205407000000005 60.034792100000011 30.205407000000005 10.500000000000002 2.5000000000000004 60.01610465000001 59.963561900000009 71.715000000000018 45.995000000000012 12.500000000000002 23.500000000000004 60.028671700000011 60.002985000000002 21.500000000000004 60.034792100000011 114.05000000000001 59.990753350000013 60.002985000000002 59.815000000000005 1.5000000000000002 12.500000000000002 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 -1 -3 4 15 -6 7 -5 9 10 -8 -12 13 -11 -15 -4 -14 18 19 20 29 22 27 -19 25 -25 -22 28 -20 -9
right_child=-2 2 3 6 5 -7 8 17 -10 12 11 -13 16 14 -16 -17 -18 23 21 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=141.69412173404925 5.364845335968349 3802.8057947706084 -1664.9737638669919 14703.906347302815 4611.1541654510156 83525.267969298642 60899.009648437495 -7410.9943510119547 411.88864621104653 -59486.477993741602 -69953.411460141782 -187736.74371930806 42153.421005306605 11611.379694555933 78481.16884084302 -11406.110791155401 -25640.347189520584 32501.022773894372 55795.247206038133 -14124.233966122985 34724.391046142577 6515.8495246735001 -2840.3480143229172 -12609.792875638923 -4049.2829182430696 -96649.94989883095 158307.06866957722 37166.903267415364 146024.63735911887 13591.439383832403
leaf_weight=68637 3971697 4482 4370 2599 1319 89 40 894 4705 93 189 35 53 455 86 6026 789 171 59 1877 40 1604 96 282 1351 139 34 135 61 1397
leaf_count=68637 3971697 4482 4370 2599 1319 89 40 894 4705 93 189 35 53 455 86 6026 789 171 59 1877 40 1604 96 282 1351 139 34 135 61 1397
internal_value=0 -208.679 -927.189 -1658.52 -5294.25 9599.33 838.927 3848.59 -4175.93 -16581.5 -65742.5 -88357.1 -7788.47 10252.9 22241.3 -7311.39 -21373 382.621 3230.23 -1739.26 8090.16 14013.1 48274.3 -8699.54 -12675.4 -40357 91505.6 67517.5 101662 5395.81
internal_weight=0 102107 33470 28988 11804 1408 17184 10739 6445 1740 264 224 1476 634 541 10396 842 8140 6197 4242 2365 1955 351 1943 1772 421 74 255 120 2291
internal_count=4073804 102107 33470 28988 11804 1408 17184 10739 6445 1740 264 224 1476 634 541 10396 842 8140 6197 4242 2365 1955 351 1943 1772 421 74 255 120 2291
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=31
num_cat=0
split_feature=4 6 6 2 4 4 0 1 0 1 4 1 0 4 1 1 0 0 1 1 6 6 6 6 7 0 5 6 4 1
split_gain=4.55806e+11 7.1165e+12 1.51325e+13 2.20438e+13 3.94766e+13 2.21889e+13 2.26984e+13 1.99159e+13 3.07107e+13 1.53352e+13 1.32677e+13 9.96671e+12 2.69621e+13 3.6465e+13 4.98883e+13 4.86493e+13 6.14146e+13 2.45669e+13 2.95496e+13 3.4773e+13 2.18293e+13 1.97551e+13 3.44598e+13 6.16645e+13 1.86896e+13 2.6052e+13 4.03661e+13 3.50776e+13 2.61833e+13 2.57491e+13
threshold=17.500000000000004 43.010000000000012 43.405000000000008 75.000000000000014 24.500000000000004 26.500000000000004 55.806294650000005 37.543519500000009 55.737027400000009 37.649344350000007 23.500000000000004 30.509101000000005 59.882709350000006 18.500000000000004 30.452677500000004 30.472130500000002 59.856552950000008 59.848366150000011 30.315889700000003 30.362494150000003 60.305000000000007 106.49500000000002 94.02500000000002 92.02500000000002 6.0000000000000009 59.856552950000008 1.5000000000000002 53.310000000000009 19.500000000000004 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -7 8 -3 -6 -10 12 13 17 24 16 -16 18 -4 -20 -18 22 23 -19 -15 26 29 -28 -27 -26
right_child=1 2 11 -5 5 6 -8 -9 10 -11 -12 -13 -14 14 15 -17 20 21 19 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-14.840661769433789 499.99909318201128 -67531.618066406256 -35892.300247495143 -3101.2947459144543 113949.33611505682 -50678.989903241745 36802.960954861112 -61412.523463155463 -905.16714355468764 21647.745854233253 85803.225921875011 -323.15470621396662 -82.979225573274903 5252.932670428967 -29081.893220658734 12196.074269253102 53038.728550922446 37691.844906600978 29649.942075323808 -25302.396383666994 121954.53546723303 -33208.307059151783 131283.0686866554 -140797.08971679688 8598.8729663671638 40248.49586951005 -49748.148810487088 -10074.709978651556 1861.9794644385327 79023.891897898706
leaf_weight=3403783 248391 63 131 3885 22 87 45 236 60 99 25 351713 50469 6269 55 761 83 601 475 152 103 42 37 20 495 190 245 2466 2743 58
leaf_count=3403783 248391 63 131 3885 22 87 45 236 60 99 25 351713 50469 6269 55 761 83 601 475 152 103 42 37 20 495 190 245 2466 2743 58
internal_value=0 75.3923 -174.752 -5928.47 -23171.1 7498.31 -20855.6 -43377.8 -14619.7 38429.9 24597.3 -112.375 1021.26 4755.01 3128.73 24596 63751.2 19777.4 7303.25 16328.2 91201.8 33285.1 37529.4 31943.4 1403.22 -2491.22 -8637.47 -13660.1 4348.66 15985.2
internal_weight=0 670021 421630 4522 637 253 132 384 148 121 85 417108 65395 14926 13468 1002 241 1458 758 627 186 700 658 621 12466 6197 3264 2711 2933 553
internal_count=4073804 670021 421630 4522 637 253 132 384 148 121 85 417108 65395 14926 13468 1002 241 1458 758 627 186 700 658 621 12466 6197 3264 2711 2933 553
is_linear=0
shrinkage=0.1


Tree=3750
num_leaves=31
num_cat=0
split_feature=1 4 1 6 5 3 3 7 6 6 0 4 0 4 6 6 0 0 0 6 6 0 0 6 6 4 7 0 0 0
split_gain=4.62495e+11 5.97196e+12 2.97212e+13 2.06452e+13 2.6283e+13 2.19472e+13 3.04169e+13 3.7994e+13 2.16323e+13 3.41996e+13 4.37815e+13 7.11869e+13 4.1784e+13 5.56699e+13 7.47448e+13 4.76596e+13 5.64472e+13 4.72702e+13 4.20498e+13 4.11774e+13 4.05793e+13 3.71706e+13 3.53201e+13 3.291e+13 3.27753e+13 3.17604e+13 4.62561e+13 2.78664e+13 2.63538e+13 4.23734e+13
threshold=30.315889700000003 16.500000000000004 30.277905650000005 102.04000000000001 3.5000000000000004 14.500000000000002 15.500000000000002 6.0000000000000009 42.405000000000008 61.025000000000006 59.856552950000008 19.500000000000004 60.028671700000011 19.500000000000004 55.805000000000007 58.995000000000012 59.933037250000005 60.05226170000001 59.864072000000007 47.005000000000003 56.205000000000005 59.864072000000007 59.898927250000007 58.045000000000009 75.605000000000004 24.500000000000004 6.0000000000000009 59.950512650000007 60.05226170000001 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -4 12 11 24 13 14 -10 16 19 -14 -16 21 -20 -15 -21 27 -11 26 -13 -22 29 -12
right_child=-2 2 3 5 -6 6 7 -9 9 10 28 25 17 15 18 -17 -18 -19 20 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-513.24584543033279 7.4806540604968221 -655.12318332568032 771.96058821405768 -22763.691383355879 -42433.412676466563 115809.67233796297 -51069.962071917806 49944.288650030845 16404.629685586468 39640.774034926471 -749.72800902173049 21526.562595813681 -73700.854748295809 76352.318323863641 -16678.138865661622 -36604.895381804432 19213.584019442471 3686.3896475980482 155821.8042450574 -105884.2292492378 49681.690580092385 -57894.119756155298 -16938.091794882017 80211.219721006739 -88686.763826497408 163895.67677504595 145531.16514136907 -39554.385314162239 35582.647741076413 -89972.508391203708
leaf_weight=134889 3882433 41686 5339 514 114 27 73 76 1110 34 3724 106 102 55 64 217 1760 349 49 82 137 33 98 312 48 34 42 47 196 54
leaf_count=134889 3882433 41686 5339 514 114 27 73 76 1110 34 3724 106 102 55 64 217 1760 349 49 82 137 33 98 312 48 34 42 47 196 54
internal_value=0 -151.764 711.52 4561.88 5388.03 -12327.6 18150.7 454.085 5777.66 8866.23 2449.53 41884.1 15025.7 18307.1 31850.1 7937.23 12703.3 -13815.8 60001.8 -30050.6 69006.4 26009.9 -57458 60429.9 -35477.8 76739.4 56717.1 26887.7 -170.182 -2025.01
internal_weight=0 191371 56482 14796 14106 690 176 149 13992 8653 4238 264 4415 3964 1719 2245 2028 451 609 268 545 88 180 496 82 182 148 184 3974 3778
internal_count=4073804 191371 56482 14796 14106 690 176 149 13992 8653 4238 264 4415 3964 1719 2245 2028 451 609 268 545 88 180 496 82 182 148 184 3974 3778
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=31
num_cat=0
split_feature=0 2 0 0 6 0 6 4 4 2 0 4 6 6 4 4 4 0 1 1 3 6 1 4 4 4 6 5 4 7
split_gain=4.44616e+11 5.19505e+12 9.56384e+12 1.49067e+13 2.35415e+13 1.34278e+13 8.47491e+12 8.01279e+12 6.23673e+12 5.9764e+12 2.10561e+13 1.12115e+13 1.65679e+13 1.09634e+13 7.3688e+12 6.20752e+12 5.51942e+12 7.33254e+12 1.70092e+13 2.03993e+13 1.8452e+13 1.05063e+13 8.9751e+12 7.33067e+12 1.33794e+13 1.42428e+13 1.35732e+13 1.58416e+13 1.15227e+13 1.0984e+13
threshold=56.888401950000009 2421.5000000000005 58.010305850000002 57.100506200000005 76.00500000000001 57.14107305000001 81.705000000000013 17.500000000000004 2.5000000000000004 2599.0000000000005 57.978821400000008 19.500000000000004 74.615000000000009 40.015000000000008 8.5000000000000018 21.500000000000004 16.500000000000004 58.603553700000006 63.728898350000001 72.839788400000018 9.5000000000000018 100.05000000000001 50.136929700000003 8.5000000000000018 7.5000000000000009 6.5000000000000009 94.02500000000002 3.5000000000000004 12.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 12 14 -12 -3 -13 17 21 22 20 -20 -15 -19 24 25 26 -21 -28 -25 -30
right_child=1 9 6 4 -6 8 -8 -9 -10 -11 13 15 -14 16 -16 -17 -18 18 19 23 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=15.435849325303161 -2725.6445172171507 -13725.633356584822 3491.2794608634113 -76094.650275735286 -98727.800506756757 -1329.0690181790867 -40844.108722478697 -29616.073897726499 -26934.852827392577 -75.092249749270707 -4933.9548443557924 -40387.466514008622 111313.68918547453 9999.6450740115561 35993.349158200697 13192.576997931987 -3766.7057613474899 -9220.5934788929335 18882.243057092735 5209.4592715992658 106760.07425000001 59244.689279513892 -49860.185892609632 -7018.9001925778084 66906.924600728365 -53658.33345650338 96732.135135135148 2882.9034765625001 -945.78004363253444 30536.148518329894
leaf_weight=3343812 3963 35 2145 34 37 260 44 114 150 715374 1941 29 27 1163 201 85 822 440 540 612 25 45 62 1232 39 37 37 35 281 183
leaf_count=3343812 3963 35 2145 34 37 260 44 114 150 715374 1941 29 27 1163 201 85 822 440 540 612 25 45 62 1232 39 37 37 35 281 183
internal_value=0 -70.7057 -2832.7 -5441.84 -22091.3 -15705 2600.12 -3477.55 -10697 -44.9396 2695.55 25755.6 37109.3 1535.47 28619.8 -437.434 3796.8 5110.94 2805.64 5638.09 22770.6 11834.1 -14239.8 1696.77 9858.15 6772.29 10041.2 51111 -1960.46 11470.6
internal_weight=0 729992 6747 4558 481 444 2189 4077 410 723245 7871 377 263 7494 236 114 5553 4731 3523 3021 565 1208 502 2456 760 721 684 72 1696 464
internal_count=4073804 729992 6747 4558 481 444 2189 4077 410 723245 7871 377 263 7494 236 114 5553 4731 3523 3021 565 1208 502 2456 760 721 684 72 1696 464
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 1 6 4 2 0 4 6 0 6 4 4 6 0 5 4 3 4 6 6 2 3 6 6 6 4
split_gain=4.08251e+11 1.52811e+13 3.45589e+13 3.22413e+13 1.88874e+13 1.77435e+13 2.02436e+13 1.95892e+13 1.77254e+13 5.82744e+13 2.18724e+13 3.76811e+13 1.94424e+13 1.66608e+13 1.66601e+13 1.66244e+13 1.5323e+13 1.51532e+13 2.12844e+13 1.97439e+13 1.46879e+13 1.39775e+13 1.31557e+13 1.85953e+13 1.39114e+13 1.29745e+13 1.94289e+13 1.8971e+13 1.56017e+13 3.94761e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 74.015000000000015 44.249882500000005 38.893394150000006 80.720000000000013 4.5000000000000009 3191.5000000000005 44.046956350000009 4.5000000000000009 64.405000000000015 44.249882500000005 112.00500000000001 16.500000000000004 20.500000000000004 106.49500000000002 55.685785750000008 1.5000000000000002 2.5000000000000004 6.5000000000000009 5.5000000000000009 99.050000000000011 96.050000000000011 1250.5000000000002 1.5000000000000002 99.050000000000011 74.615000000000009 85.020000000000024 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 8 15 5 20 -7 -8 9 14 11 -10 -11 -12 25 17 -9 -4 -19 -20 -1 -14 23 24 -5 27 28 -3 -27 -30
right_child=-2 2 3 22 -6 6 7 16 10 12 13 -13 21 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=28865.805735588296 26.712909200834346 -4562.1680486249097 -1178.5354711615528 32582.790787760419 28.834019480807303 -7088.8563902032392 4423.5740261501733 -75538.404366393006 10903.343204016435 -93749.214101275284 2842.5669746990957 74752.649264442371 -19503.400565384185 -62624.440574919878 85579.053365384621 -15143.932914574818 3464.5324092741935 1232.0800135975562 9527.4370767211931 -17098.825954934393 -35838.870528738844 23946.094074795797 -33691.724450767782 33651.690502655372 -13880.933203272938 8193.5140947062173 63044.302759176586 -80838.063221571181 62988.048809523811 -110439.2610965402
leaf_weight=213 2379478 346 21733 66 1644131 3127 72 118 608 34 11959 109 1458 39 26 1036 31 1576 320 2147 42 78 290 89 2723 1800 63 36 21 35
leaf_count=213 2379478 346 21733 66 1644131 3127 72 118 608 34 11959 109 1458 39 26 1036 31 1576 320 2147 42 78 290 89 2723 1800 63 36 21 35
internal_value=0 -37.5151 -1823.45 -3850.76 12.9849 -7219.35 -9156.06 -38405.6 1835.26 -4065.12 3643.66 20609.9 -18952.6 2629.76 5979.32 -2723.51 -59101.6 -2224.31 -7845.82 -13645.1 18208.6 -17297 -13391.1 -11345.5 -12781.4 5079.88 8430.17 -11750.5 6576.35 -45404
internal_weight=0 1.69433e+06 46592 29980 1.64773e+06 3603 3348 221 16612 3897 12715 717 1570 11998 2327 26812 149 25776 4043 2467 255 1536 3168 2878 2789 2301 1919 382 1856 56
internal_count=4073804 1694326 46592 29980 1647734 3603 3348 221 16612 3897 12715 717 1570 11998 2327 26812 149 25776 4043 2467 255 1536 3168 2878 2789 2301 1919 382 1856 56
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 0 3 0 1 6 3 3 3 6 3 4 6 6 6 0 4 0 0 6 0 4 1 6 3 4
split_gain=4.29841e+11 6.5558e+12 1.6502e+13 1.96976e+13 2.68287e+13 2.75407e+13 3.29926e+13 2.31073e+13 4.72963e+13 4.07377e+13 2.4964e+13 2.88995e+13 2.39602e+13 1.99333e+13 1.94704e+13 5.28922e+13 4.12534e+13 1.78164e+13 2.97208e+13 1.60462e+13 1.57176e+13 1.54058e+13 8.46608e+13 6.15236e+13 2.73896e+13 3.36609e+13 2.68944e+13 2.73393e+13 2.28265e+13 2.10697e+13
threshold=77.010000000000005 2.5000000000000004 78.605000000000004 44.628646350000004 43.997056950000008 56.288960650000007 13.500000000000002 43.051287600000009 49.095306150000006 79.015000000000015 7.5000000000000009 5.5000000000000009 1.5000000000000002 130.05000000000004 7.5000000000000009 17.500000000000004 105.00500000000001 168.45000000000002 247.90000000000001 56.638205000000006 6.5000000000000009 55.017684700000011 55.014210500000011 81.02500000000002 55.02095400000001 9.5000000000000018 50.136929700000003 87.015000000000015 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=-1 2 -2 4 -4 6 13 -5 9 10 11 -9 -10 -6 15 -7 -16 21 -19 -11 -21 22 26 -24 25 -23 -14 -28 -29 -26
right_child=1 -3 3 7 5 14 -8 8 12 19 -12 -13 17 -15 16 -17 -18 18 -20 20 -22 24 23 -25 29 -27 27 28 -30 -31
leaf_value=-11.853449629090701 3611.4910684478086 225.44630854105174 -494.7169817936213 3701.3849384123478 -3101.8298944669496 29895.380669270835 -95463.09174408784 -8488.9147280092602 12214.2332380847 -14158.265601936677 -5349.9309140014657 -128138.17598510743 18423.778531537042 94299.14657778533 68496.29551370132 -91198.057031250006 -67791.540375000011 106412.5156208385 7567.5944044726057 1941.6985156250003 -86230.40394720262 117608.02123099664 -234312.40234375 -28326.814298221983 23467.032708937499 13737.744787413631 -5652.9380142163209 -14689.472879962534 -47332.212270493328 -5225.997720794614
leaf_weight=3595075 7062 421445 30207 3186 243 300 37 27 867 1211 40 80 313 23 199 41 25 33 389 30 62 37 29 29 263 199 1919 588 337 9508
leaf_count=3595075 7062 421445 30207 3186 243 300 37 27 867 1211 40 80 313 23 199 41 25 33 389 30 62 37 29 29 263 199 1919 588 337 9508
internal_value=0 89.015 -914.726 -1551.18 3.36456 17336.9 -6986.79 -4074.17 -5626.26 -22846.9 -72750 -97946.3 -3905.5 5320.06 30381.4 15335.8 53285.6 -4929.82 15297.2 -17217 -57478.6 -5575.4 -11597.6 -131320 -3640.62 30022.5 -9398.07 -12460 -26582 -4453.69
internal_weight=0 478729 57284 50222 31075 868 303 19147 15961 1450 147 107 14511 266 565 341 224 13644 422 1303 92 13222 3215 58 10007 236 3157 2844 925 9771
internal_count=4073804 478729 57284 50222 31075 868 303 19147 15961 1450 147 107 14511 266 565 341 224 13644 422 1303 92 13222 3215 58 10007 236 3157 2844 925 9771
is_linear=0
shrinkage=0.1


Tree=3754
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 0 4 6 5 6 2 2 6 0 4 3 1 6 1 4 4 1 6 6 6 3 6 6 3 6
split_gain=4.19466e+11 2.53706e+12 2.9632e+13 6.27682e+13 3.8794e+13 5.22626e+13 2.97934e+13 2.39872e+13 3.2639e+13 2.68358e+13 2.69284e+13 2.40252e+13 2.40192e+13 2.57052e+13 2.68103e+13 2.09853e+13 2.64005e+13 2.32843e+13 1.89361e+13 1.79925e+13 1.74019e+13 1.66003e+13 1.65505e+13 1.60062e+13 1.515e+13 1.47016e+13 1.71746e+13 2.25374e+13 1.67993e+13 1.49022e+13
threshold=54.94110555000001 54.980317700000008 82.886781200000016 82.941727000000014 64.405000000000015 54.947759400000002 15.500000000000002 54.410000000000004 2.5000000000000004 101.02000000000002 2200.0000000000005 2911.0000000000005 92.02500000000002 54.962581500000006 9.5000000000000018 3.5000000000000004 82.906746050000024 91.02500000000002 82.906746050000024 8.5000000000000018 2.5000000000000004 44.628646350000004 85.020000000000024 53.995000000000012 149.05000000000004 4.5000000000000009 89.00500000000001 81.02500000000002 8.5000000000000018 77.010000000000005
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 18 6 -6 8 -2 10 -9 21 13 14 -13 16 19 22 -4 -7 -20 -12 -18 -10 -5 29 27 -27 -29 -15
right_child=1 -3 3 24 5 15 -8 9 23 -11 11 12 -14 25 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=46.841663371152499 1723.762092047049 3.9869724337061765 -2093.3955008390139 -294.70142722777246 172703.08148437503 96455.626732336954 2162.7117745535716 -11297.612702526832 265.82003092211352 -19322.186300486439 135027.18958333333 6430.4108144641605 51790.467047614024 12848.677681658457 -29267.336975097656 -39205.434045776688 -40335.987788165985 -120969.53463092673 4274.1407771096301 2861.0417867024739 -15467.709564664352 18006.487997159093 39488.0907685251 -52888.891357716027 -78146.667609375014 20275.928592953122 -47727.392857142862 112023.9015625 27455.168229874325 -11244.500084200772
leaf_weight=1301151 9312 2582334 4448 166077 20 23 21 511 86 318 27 885 148 1542 276 766 122 29 536 192 2674 22 33 166 25 1623 35 48 46 308
leaf_count=1301151 9312 2582334 4448 166077 20 23 21 511 86 318 27 885 148 1542 276 766 122 29 536 192 2674 22 33 166 25 1623 35 48 46 308
internal_value=0 -21.9819 -374.339 -743.962 -8943.05 -25613.7 85353.1 3837.96 762.754 8918.51 10560 12811.9 12116.7 10883.9 -2055.88 -29518.9 -10922.8 -38728.3 -6317.73 12873.5 -12171.3 82487.3 -23341.2 -34748.8 -306.419 15054.6 21619.6 23033.1 70639.2 8837.49
internal_weight=0 2.77265e+06 190319 174966 8864 1206 41 15353 9564 5789 5471 4960 4911 4763 1161 1165 399 184 7658 215 3210 49 155 252 166102 3602 1752 1717 94 1850
internal_count=4073804 2772653 190319 174966 8864 1206 41 15353 9564 5789 5471 4960 4911 4763 1161 1165 399 184 7658 215 3210 49 155 252 166102 3602 1752 1717 94 1850
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 1 4 1 4 5 6 1 5 7 1 3 6 6 6 4 3 3 4 6 6 7 1 3 6 6
split_gain=4.65996e+11 3.9011e+12 1.35872e+13 1.25615e+13 1.79517e+13 1.34264e+13 2.15466e+13 2.21564e+13 2.52196e+13 1.84864e+13 1.98593e+13 2.30399e+13 1.95584e+13 1.68959e+13 1.71533e+13 1.46131e+13 1.94712e+13 1.43325e+13 2.21521e+13 1.41548e+13 1.31059e+13 1.25394e+13 1.24842e+13 1.20958e+13 2.07591e+13 1.15229e+13 2.23311e+13 1.35706e+13 1.16812e+13 1.14537e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 8.5000000000000018 149.05000000000004 82.981285100000022 21.500000000000004 82.895858600000011 11.500000000000002 1.5000000000000002 92.02500000000002 82.968544750000021 3.5000000000000004 6.0000000000000009 82.911604200000014 4.5000000000000009 114.05000000000001 38.010000000000012 41.990000000000002 10.500000000000002 2.5000000000000004 6.5000000000000009 11.500000000000002 44.205000000000005 44.820000000000007 6.0000000000000009 83.050033500000012 14.500000000000002 78.605000000000004 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 20 5 6 7 8 -5 21 11 -11 -13 -8 -15 -12 22 -16 29 -7 -3 -9 -17 -20 -25 27 -27 28 -21 -19
right_child=1 2 -4 4 -6 19 13 9 -10 10 15 12 -14 14 17 16 -18 18 23 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-18.029239089933522 -191.86367805941478 5188.5479259418416 138.59759161643697 -1805.541790399742 80433.272900390628 5442.7117938945012 -19039.755316988627 -2270.084507511684 35585.095094906712 50800.372685820214 44782.764630681821 16491.434443113791 85298.455522017044 -14442.687779920348 -19675.184864974712 51081.615992914245 -64436.82086226852 22175.537024593828 -22676.25618070973 14316.693374180151 -2337.7372493551507 18242.567169069684 -14783.81454292385 47261.630707377772 4185.2098434301524 -45624.730878237773 15644.135881024096 -40944.868519631418 -27180.900683593751 64776.070159646741
leaf_weight=3172333 359688 3682 523212 1451 32 985 384 560 206 393 55 676 44 428 173 43 54 201 139 296 6226 637 87 124 1144 210 83 78 88 92
leaf_count=3172333 359688 3682 523212 1451 32 985 384 560 206 393 55 676 44 428 173 43 54 201 139 296 6226 637 87 124 1144 210 83 78 88 92
internal_value=0 63.446 232.945 2891.06 5672.45 5395.27 7377.17 11844.9 2842.9 17696.7 25709.8 31326 20696.3 378.57 3619.18 -444.429 -13963.4 7746.5 10537.1 -2453.76 459.173 8646 7002.44 5327.88 8397.73 -12755.8 -28268.7 -2917.48 4806.83 35551.8
internal_weight=0 901471 541783 18571 8663 8631 6891 4206 1657 2549 1352 1113 720 2685 2301 239 184 1873 1700 1740 9908 1197 130 1407 1268 755 293 462 384 293
internal_count=4073804 901471 541783 18571 8663 8631 6891 4206 1657 2549 1352 1113 720 2685 2301 239 184 1873 1700 1740 9908 1197 130 1407 1268 755 293 462 384 293
is_linear=0
shrinkage=0.1


Tree=3756
num_leaves=31
num_cat=0
split_feature=0 0 6 3 4 6 3 6 6 5 0 0 5 4 6 1 6 1 7 2 6 4 6 6 6 4 6 0 6 4
split_gain=4.10699e+11 2.56928e+12 1.33035e+13 1.26057e+13 1.75065e+13 3.71953e+13 1.4581e+13 1.56302e+13 1.72228e+13 1.48776e+13 1.43196e+13 2.18784e+13 1.21183e+13 2.19464e+13 1.90751e+13 2.18401e+13 2.71006e+13 2.40701e+13 1.95023e+13 1.91602e+13 1.67179e+13 1.39585e+13 2.76697e+13 1.09641e+13 2.16165e+13 2.75938e+13 9.45656e+13 2.19146e+13 2.52206e+13 1.73082e+13
threshold=54.94110555000001 54.188398350000007 79.710000000000022 5.5000000000000009 6.5000000000000009 97.020000000000024 15.500000000000002 86.920000000000016 85.020000000000024 1.5000000000000002 54.762682300000009 54.724612400000005 2.5000000000000004 8.5000000000000018 63.415000000000006 83.086354900000018 55.015000000000008 83.050033500000012 6.0000000000000009 1250.5000000000002 65.805000000000021 6.5000000000000009 77.565000000000012 96.050000000000011 84.810000000000016 7.5000000000000009 91.02500000000002 54.916864950000011 93.050000000000011 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 12 -4 5 -5 9 8 -8 -6 11 -7 -3 21 15 17 -17 -15 -16 -20 -21 -14 -23 24 -11 26 -26 -27 -29 -25
right_child=-2 2 3 4 6 10 7 -9 -10 23 -12 -13 13 14 18 16 -18 -19 19 20 -22 22 -24 29 25 27 -28 28 -30 -31
leaf_value=-9.6142103201651778 -21.750929188790789 506.86898310743857 933.80851382951209 -83636.834659090906 -66675.849639423075 -8549.080980009192 6713.9746514824001 -14512.191333269393 93844.380108173078 3813.0973181110394 -45408.509074519236 114683.064921875 565.69908181234928 -346.26388442881279 -9891.6902128386428 105587.32005399818 13391.412558746339 -33267.294931891025 49882.627613231802 41276.854612916388 -2739.9143467567692 13079.033859227286 121728.77824519231 9686.0758498520081 -60830.263281250001 14253.026084688787 201760.83759765627 33643.392504063551 131490.69057617188 -8129.3481292879924
leaf_weight=1123028 2772653 131874 11532 66 26 34 178 560 26 1455 26 25 13759 4364 6895 34 512 234 79 91 1666 238 26 1781 24 1619 32 149 32 786
leaf_count=1123028 2772653 131874 11532 66 26 34 178 560 26 1455 26 25 13759 4364 6895 34 512 234 79 91 1666 238 26 1781 24 1619 32 149 32 786
internal_value=0 46.3496 399.189 2949.21 6357.58 -27312.9 7120.06 -5879.3 17818.8 8802.23 16421 43667.9 106.3 -1787.19 -4606.86 223.703 19132.5 -2021.67 -7452.87 1706 -460.161 1002.72 23779.4 9136.09 12938.9 20093 89221.8 17942.3 50942.4 4231.1
internal_weight=0 1.30115e+06 178123 18351 6819 151 6668 764 204 5904 85 59 159772 27898 13875 5144 546 4598 8731 1836 1757 14023 264 5878 3311 1856 56 1800 181 2567
internal_count=4073804 1301151 178123 18351 6819 151 6668 764 204 5904 85 59 159772 27898 13875 5144 546 4598 8731 1836 1757 14023 264 5878 3311 1856 56 1800 181 2567
is_linear=0
shrinkage=0.1


Tree=3757
num_leaves=31
num_cat=0
split_feature=1 6 6 6 4 0 0 4 1 1 0 5 3 3 3 0 0 1 3 4 3 4 6 4 4 6 4 4 4 1
split_gain=4.58891e+11 5.64892e+12 1.81163e+13 2.49988e+13 4.96836e+13 2.25688e+13 2.18442e+13 3.7486e+13 3.05069e+13 4.72651e+13 3.27021e+13 6.07058e+13 3.42471e+13 3.01569e+13 2.15812e+13 2.11708e+13 4.88113e+13 6.86329e+13 1.93231e+13 1.85313e+13 7.07455e+13 1.8523e+13 2.41144e+13 1.48712e+13 1.42239e+13 1.41171e+13 2.9979e+13 4.70576e+13 4.46168e+13 2.4686e+13
threshold=30.315889700000003 91.02500000000002 83.010000000000005 82.00500000000001 16.500000000000004 60.028671700000011 59.838047850000002 7.5000000000000009 30.242318500000007 30.226173900000003 59.933037250000005 2.5000000000000004 5.5000000000000009 3.5000000000000004 9.5000000000000018 59.990753350000013 59.864072000000007 30.303340300000002 16.500000000000004 5.5000000000000009 2.5000000000000004 6.5000000000000009 82.905000000000015 7.5000000000000009 24.500000000000004 93.050000000000011 21.500000000000004 24.500000000000004 19.500000000000004 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 21 19 23 -13 -5 15 16 -6 -18 -16 20 -10 -8 -23 -12 -20 26 28 -28 29 -3
right_child=-2 25 -4 4 14 -7 8 -9 10 -11 11 12 -14 -15 18 -17 17 -19 24 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-188.68069250732378 7.4514492668610757 -4770.5811594695688 -4911.3909945354599 -22220.979813508064 7215.6432477678572 -51749.917704665495 -22266.972034776478 3868.4288963461822 -56545.580687500005 168867.36708333335 99652.996200561523 -31561.931358213682 -149392.2129222973 -169838.13968750002 -8703.084002394904 40352.720049055235 315239.53437500005 74443.003065227633 23155.279687500002 -1684.5804403409093 155921.76867559526 6372.093993055556 112392.54657012197 3244.9143554687503 135328.01896484377 757.40618773447295 86007.897089523569 -13441.600385616988 -107610.31125919119 25568.88141215386
leaf_weight=166299 3882433 603 8173 31 28 71 45 212 25 30 32 74 37 25 84 86 20 29 26 55 42 45 41 32 20 14489 122 78 34 483
leaf_count=166299 3882433 603 8173 31 28 71 45 212 25 30 32 74 37 25 84 86 20 29 26 55 42 45 41 32 20 14489 122 78 34 483
internal_value=0 -151.171 -314.206 -89.7424 15005.1 2060.18 7322.6 -15353.3 20591.5 55645 1589.43 -26116.4 -70838.7 -88121.5 50216.9 74454 112541 172727 19827.2 41331.3 76642.9 29716.2 56916.7 51449 71926 1659.37 11559.8 47222.6 5191.39 8722.94
internal_weight=0 191371 175562 167389 1090 797 726 268 458 161 297 175 111 56 293 163 77 49 130 122 67 131 86 64 46 15809 1320 200 1120 1086
internal_count=4073804 191371 175562 167389 1090 797 726 268 458 161 297 175 111 56 293 163 77 49 130 122 67 131 86 64 46 15809 1320 200 1120 1086
is_linear=0
shrinkage=0.1


Tree=3758
num_leaves=31
num_cat=0
split_feature=6 1 2 4 6 5 6 6 3 3 3 1 3 3 1 1 4 6 1 6 6 5 4 4 4 3 1 0 3 5
split_gain=4.23389e+11 2.83207e+12 7.50041e+12 2.87955e+13 2.46663e+13 1.79035e+13 1.22568e+13 1.14428e+13 7.75342e+12 7.22021e+12 6.79564e+12 6.35376e+12 1.04117e+13 1.50396e+13 1.3419e+13 9.16295e+12 9.977e+12 8.14307e+12 6.24739e+12 2.08017e+13 9.96666e+12 1.38533e+13 1.10605e+13 9.75909e+12 9.11289e+12 8.30833e+12 7.32425e+12 7.30745e+12 1.22474e+13 1.10185e+13
threshold=118.04500000000002 103.8879505 9907.0000000000018 5.5000000000000009 156.15000000000003 3.5000000000000004 189.00000000000003 168.45000000000002 5.5000000000000009 7.5000000000000009 2.5000000000000004 92.90968070000001 12.500000000000002 3.5000000000000004 92.948588300000011 92.948588300000011 11.500000000000002 138.05000000000004 91.443676550000006 120.05000000000001 138.05000000000004 3.5000000000000004 14.500000000000002 21.500000000000004 8.5000000000000018 7.5000000000000009 83.971434050000013 56.006509350000009 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 11 3 4 -3 9 -6 8 -7 -5 -8 18 13 14 -13 16 -15 -16 26 25 21 -21 24 -24 -23 -20 -2 -22 -29 -30
right_child=1 2 -4 5 6 7 10 -9 -10 -11 -12 12 -14 15 17 -17 -18 -19 19 20 27 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=3.7405926043398363 -291.5711353790428 40869.732173295459 -2205.9761158662686 -33945.026592548078 -109115.03138521635 68804.489365484784 -60065.708780570654 14507.145525568183 137776.4619873047 39886.923842592594 18614.952269345238 -88874.405468750003 -77359.21934375001 47799.243014039857 -49302.038448660722 -22269.092194120763 -24886.725751201924 39856.180917968755 37242.40566208298 25242.943567592079 40056.573830396082 1168.0513853011594 55496.436750000008 -32862.347234375004 -62373.901663686003 114844.01814630681 -13204.274358565975 -45202.711768830137 -42213.975209263393 25376.247898706897
leaf_weight=4019687 52133 44 408 26 26 39 23 22 28 27 21 37 25 69 21 59 26 20 37 70 86 31 25 25 83 22 443 39 28 174
leaf_count=4019687 52133 44 408 26 26 39 23 22 28 27 21 37 25 69 21 59 26 20 37 70 86 31 25 25 83 22 443 39 28 174
internal_value=0 -277.843 6212.79 19630.2 -17801.1 49680.6 -54679.8 77081.7 97628.6 3667.48 -22513.6 -358.47 -16044.1 -9436.88 -45212.5 8683.22 27906.2 -5810.22 -282.69 9696.79 3756.63 -11999.9 -27896.2 11317 -45094.9 66178.6 -400.372 15031.9 6101.95 16007.3
internal_weight=0 54117 664 256 114 142 70 89 67 53 44 53453 257 232 78 154 95 41 53196 620 561 234 164 50 114 59 52576 327 241 202
internal_count=4073804 54117 664 256 114 142 70 89 67 53 44 53453 257 232 78 154 95 41 53196 620 561 234 164 50 114 59 52576 327 241 202
is_linear=0
shrinkage=0.1


Tree=3759
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 3 6 5 6 0 6 3 6 6 6 6 6 3 3 5 6 6 6 1 5 0 0 0 0 1
split_gain=3.96031e+11 2.72351e+12 6.1703e+12 1.31819e+13 1.87062e+13 2.49631e+13 2.06469e+13 2.03598e+13 2.82329e+13 2.34786e+13 1.92113e+13 1.81232e+13 1.82234e+13 1.54549e+13 1.26427e+13 1.41113e+13 1.21492e+13 9.50605e+12 9.00375e+12 8.00171e+12 7.9062e+12 6.79896e+12 3.61411e+13 2.06059e+13 1.98056e+13 1.95648e+13 4.15626e+13 2.9286e+13 3.45104e+13 1.85361e+13
threshold=3.5000000000000004 4.5000000000000009 20.507515800000004 54.73499850000001 54.724612400000005 1.5000000000000002 79.710000000000022 3.5000000000000004 79.710000000000022 54.707511300000007 125.02000000000002 2.5000000000000004 108.05000000000001 95.045000000000016 77.010000000000005 73.00500000000001 101.02000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 156.15000000000003 55.015000000000008 54.710000000000008 37.729575300000008 2.5000000000000004 59.905532300000012 59.990753350000013 55.783232450000007 55.633951400000008 36.555998300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -10 11 19 16 -8 15 -2 -13 -5 -17 -11 -9 22 -4 24 25 27 -27 28 -24 -26
right_child=1 -3 21 17 5 6 13 20 9 10 -12 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=125.68965754479305 -2233.7310151105607 7.5519675134798918 -336.65449845847525 7086.8329901684301 47124.045117187503 17066.161676025393 -111215.66635465802 -78082.215488795235 -19923.832650756838 71657.473233695651 -25675.257604586695 105098.55504807693 160208.69218750001 -27650.771875000002 -49424.667524509801 21158.912391954789 2833.6083333333336 40802.741035034938 99919.264620535716 20932.577791341148 -9409.2095833333351 -1579.6857088130353 36131.142770385741 9181.0220535228236 -35207.146173727102 221096.66757812502 46605.899088021215 -21905.454687500001 186621.93578125001 52638.71567025534
leaf_weight=236154 700 3715317 76626 174 32 32 53 38 64 46 31 26 29 38 51 47 21 161 21 96 30 42193 64 1523 58 20 43 55 20 41
leaf_count=236154 700 3715317 76626 174 32 32 53 38 64 46 31 26 29 38 51 47 21 161 21 96 30 42193 64 1523 58 20 43 55 20 41
internal_value=0 -7.73445 -471.991 5528.53 1137.17 -31555.3 -52024.7 5359.95 8552.42 34098.5 47983.8 58458.2 97870 -76320.4 -1210.62 1991.1 59405.7 23290.6 45482 37364.6 -47785.3 -556.048 -5.50158 13906.2 37814.6 55772.4 102000 34820.4 71962.3 1173.46
internal_weight=0 3.83765e+06 122333 1690 1355 155 123 1200 1132 313 249 218 76 91 819 768 47 335 68 142 68 120643 78450 1824 301 202 63 139 84 99
internal_count=4073804 3837650 122333 1690 1355 155 123 1200 1132 313 249 218 76 91 819 768 47 335 68 142 68 120643 78450 1824 301 202 63 139 84 99
is_linear=0
shrinkage=0.1


Tree=3760
num_leaves=31
num_cat=0
split_feature=1 4 3 6 6 1 6 1 4 0 7 6 6 3 3 6 5 3 6 3 6 3 4 3 0 3 4 6 0 6
split_gain=3.93663e+11 4.9671e+12 7.0102e+12 1.15362e+13 5.58685e+13 3.0004e+13 2.16795e+13 1.44719e+13 3.20507e+13 3.53072e+13 2.33901e+13 3.0802e+13 2.95188e+13 2.28039e+13 2.37108e+13 2.00138e+13 2.87986e+13 1.7602e+13 1.82713e+13 1.80676e+13 1.55373e+13 1.52011e+13 1.61252e+13 1.50344e+13 1.50259e+13 1.48845e+13 2.39998e+13 1.85505e+13 3.63495e+13 1.37125e+13
threshold=30.315889700000003 21.500000000000004 6.5000000000000009 79.015000000000015 78.605000000000004 30.277905650000005 81.02500000000002 30.303340300000002 24.500000000000004 60.042359000000012 6.0000000000000009 95.045000000000016 94.02500000000002 9.5000000000000018 22.500000000000004 84.00500000000001 2.5000000000000004 23.500000000000004 96.050000000000011 8.5000000000000018 89.00500000000001 12.500000000000002 22.500000000000004 20.500000000000004 59.856552950000008 13.500000000000002 25.500000000000004 86.920000000000016 59.990753350000013 94.02500000000002
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 -4 -6 -5 10 9 -9 11 12 13 20 23 16 -12 18 -13 -20 -8 -21 -23 24 -15 27 29 -10 -29 -27
right_child=-2 2 3 6 5 -7 7 8 25 -11 15 17 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-366.7000637437979 6.9015741185391866 3474.0366203081721 -446.30850551048343 27777.119652640431 -45731.700914634152 -192720.40781250002 96936.646875000006 67865.170455729167 23152.965032762098 -42713.366635044644 46263.340100628404 -77737.286853448284 118436.68390625001 86597.22511463995 88955.664246323533 -6424.0945884109606 -80529.750472608022 -74026.300044642863 -49857.068771306818 41705.100999515897 4150.0563100961544 -71649.431600215525 6779.4975303342499 -57956.03695518092 1594.6066208237328 8613.9637140447448 -63415.620173891133 -159808.4320688101 1737.3604687500001 82815.006259765636
leaf_weight=159745 3882433 8433 20225 395 41 21 59 165 31 35 23 29 35 23 34 1013 81 35 55 117 26 29 273 38 217 66 31 26 30 40
leaf_count=159745 3882433 8433 20225 395 41 21 59 165 31 35 23 29 35 23 34 1013 81 35 55 117 26 29 273 38 217 66 31 26 30 40
internal_value=0 -140.015 1004.98 107.233 -736.862 -95518.2 5999.92 2574.2 19417.1 48513.9 -847.656 10512.8 30399 22637.5 10128 -10713 -52489 -5455.34 -684.004 4030.23 68554.9 11103.7 -751.757 487.181 9740.69 -6562.14 13979.8 -38909.8 -73266 36614.4
internal_weight=0 191371 31626 23193 20287 62 2906 2511 424 200 2087 970 432 397 312 1117 104 538 503 474 85 419 302 278 240 224 137 87 56 106
internal_count=4073804 191371 31626 23193 20287 62 2906 2511 424 200 2087 970 432 397 312 1117 104 538 503 474 85 419 302 278 240 224 137 87 56 106
is_linear=0
shrinkage=0.1


Tree=3761
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 2 7 0 6 4 4 3 6 2 1 0 1 0 1 0 0 1 0 0 0 1 1 0 1 4
split_gain=4.00069e+11 3.27524e+12 8.69501e+12 1.6386e+13 9.88184e+12 9.715e+12 1.41069e+13 2.64452e+13 1.35273e+13 1.11132e+13 8.5806e+12 8.16456e+12 1.01091e+13 1.74096e+13 1.72725e+13 2.58811e+13 3.88126e+13 3.61528e+13 1.89444e+13 2.41881e+13 1.01718e+13 9.04538e+12 1.59915e+13 1.05608e+13 2.70113e+13 2.37927e+13 1.43241e+13 4.46293e+13 6.04424e+13 3.42015e+13
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 38.965413050000002 7884.5000000000009 6.0000000000000009 59.764576050000009 45.005000000000003 4.5000000000000009 3.5000000000000004 3.5000000000000004 45.005000000000003 75.000000000000014 37.563506350000004 55.728148450000006 37.442254400000003 55.81943720000001 37.631035900000008 55.79439725000001 55.806294650000005 30.425503950000003 55.702806750000008 55.768246800000007 55.801384500000005 37.768783500000005 37.618684050000006 55.753967500000009 37.649344350000007 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 5 -5 6 11 -8 -9 -10 -6 21 -13 14 15 16 -14 -17 19 -16 -20 -4 -23 25 -25 26 29 28 -28 -24
right_child=-2 -3 3 4 10 -7 7 8 9 -11 -12 12 13 -15 18 17 -18 -19 20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=62.633670979176067 -19.595262989430626 249.37370720941473 -2255.3752888170879 -5008.057771435936 1177.9282472389486 -6803.4596946628344 1466.2375865516863 -28983.764346590913 20871.895474288714 71277.077573164686 -1686.8878091825857 3314.9509497065301 -60875.526088169652 -2261.6806549892945 -50439.142578125 -113246.66508591111 82093.120295948102 31904.300976562503 -38326.5305674794 -177971.12203125001 24469.146701388891 467.3577494385076 -66400.517525667761 -23042.992488201318 9026.4103389567754 40950.887526871855 -194883.80631250003 82728.97256944445 -7356.5201633522729 42569.827038762021
leaf_weight=561008 2928705 479498 2400 7552 12515 1301 382 22 67 126 63517 3045 28 3700 58 37 59 32 91 20 36 4732 37 281 4020 298 25 27 55 130
leaf_count=561008 2928705 479498 2400 7552 12515 1301 382 22 67 126 63517 3045 28 3700 58 37 59 32 91 20 36 4732 37 281 4020 298 25 27 55 130
internal_value=0 50.1168 -93.4275 -930.497 -1558.02 1566.08 2118.58 17255.9 45310.2 53778.9 -1215.33 1645.71 -1040.83 -4306.86 -25268.5 -193.651 36080.2 -45930.3 -44349.8 -83139.7 -20526.2 3235.93 4608.04 8628.91 6931.2 21394.4 124.952 -28439.5 -65958.8 18426.7
internal_weight=0 1.1451e+06 665601 104593 83584 21009 19708 597 215 193 76032 19111 7106 4061 361 156 87 69 205 78 127 12005 9605 4873 4301 572 274 107 80 167
internal_count=4073804 1145099 665601 104593 83584 21009 19708 597 215 193 76032 19111 7106 4061 361 156 87 69 205 78 127 12005 9605 4873 4301 572 274 107 80 167
is_linear=0
shrinkage=0.1


Tree=3762
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 5 6 6 0 6 3 3 6 3 4 4 0 6 6 7 4 0 7 6 3 6 6 6 6 6
split_gain=3.97834e+11 4.0262e+12 7.53153e+12 9.91586e+12 7.72624e+12 6.86347e+12 9.72592e+12 5.4989e+12 8.15095e+12 2.26272e+13 6.66679e+12 6.31945e+12 9.51903e+12 5.91897e+12 4.27328e+12 4.03229e+12 8.2232e+12 6.6069e+12 5.8648e+12 9.74874e+12 5.60744e+12 7.4766e+12 6.75047e+12 4.15792e+12 5.59057e+12 4.14066e+12 4.03094e+12 7.52224e+12 5.24825e+12 6.22067e+12
threshold=14.500000000000002 30.157841000000001 61.805000000000007 15.500000000000002 59.864072000000007 3.5000000000000004 96.050000000000011 70.50500000000001 59.856552950000008 84.810000000000016 17.500000000000004 19.500000000000004 103.03500000000001 16.500000000000004 21.500000000000004 22.500000000000004 59.856552950000008 45.995000000000012 49.895000000000003 6.0000000000000009 17.500000000000004 59.990753350000013 6.0000000000000009 52.990000000000002 16.500000000000004 41.505000000000003 69.605000000000004 75.010000000000005 84.810000000000016 96.050000000000011
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 26 7 6 -6 14 9 13 -11 -10 -13 -9 -5 16 17 25 -17 -20 21 -18 -22 -24 -25 -2 -4 -28 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 11 10 -12 12 -14 -15 -16 18 20 -19 19 -21 22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-9.0577776000354682 -4002.7633113879624 78.56592146042567 10731.963656180247 68998.487073863638 -8731.3091380310052 38172.216875000006 -80188.342296875009 -21759.169290865386 33351.134693726708 -13067.172898065477 59008.487500000003 20656.999128069197 -50753.658593750006 -84748.540892857141 21260.876841819947 -1259.5209591596556 75925.788596270169 -19383.907415896047 -76760.255592447924 -9310.9108476562506 46315.831924715916 676.16586277173917 -584.23909299554384 -11406.841270380435 50466.606005859379 20574.963644588697 85189.558262310617 -2865.5523437500001 83573.509070312502 9746.0574404761919
leaf_weight=3758080 209 313620 49 22 80 20 25 26 109 21 33 56 28 35 127 312 31 196 30 75 44 23 277 23 40 102 33 32 25 21
leaf_count=3758080 209 313620 49 22 80 20 25 26 109 21 33 56 28 35 127 312 31 196 30 75 44 23 277 23 40 102 33 32 25 21
internal_value=0 107.815 4467.68 12573.7 6512.41 -15518.2 -25744.9 12538.3 4908.75 -16165.8 30979.1 17466.1 -3146.55 -57900.6 28309.4 51.6497 3666.08 -5004.29 -8139.32 -28582.2 13702.3 43875 9459.29 4689.63 27877.9 4058.1 34621.4 45167.2 28234.7 49869.7
internal_weight=0 315724 2104 742 582 125 105 457 308 115 54 193 84 61 149 1362 945 507 417 105 438 54 384 340 63 311 160 111 78 46
internal_count=4073804 315724 2104 742 582 125 105 457 308 115 54 193 84 61 149 1362 945 507 417 105 438 54 384 340 63 311 160 111 78 46
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 4 6 3 6 6 6 0 4 7 3 4 4 4 6 6 4 6 6 4 6 4 6 6
split_gain=3.91751e+11 3.11228e+13 3.01432e+13 2.97898e+13 3.37951e+13 6.7618e+13 4.44633e+13 3.70264e+13 5.98716e+13 5.00091e+13 3.79348e+13 3.53552e+13 4.0731e+13 3.23694e+13 3.07803e+13 4.17754e+13 3.42115e+13 2.75255e+13 8.25998e+13 3.90806e+13 3.62301e+13 2.7033e+13 2.65232e+13 2.64549e+13 2.63943e+13 2.44235e+13 2.18184e+13 2.58451e+13 2.03584e+13 2.58618e+13
threshold=38.977585500000011 38.989878900000008 45.125532050000011 45.036141150000006 45.059854000000009 134.05000000000004 45.085557650000005 4.5000000000000009 120.05000000000001 5.5000000000000009 46.010000000000012 104.01000000000001 91.02500000000002 45.040161900000008 19.500000000000004 6.0000000000000009 12.500000000000002 23.500000000000004 21.500000000000004 16.500000000000004 84.810000000000016 79.015000000000015 18.500000000000004 94.02500000000002 100.05000000000001 14.500000000000002 83.820000000000007 9.5000000000000018 112.00500000000001 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 10 17 -10 -5 12 13 -12 15 16 28 18 19 24 -21 -20 -6 -16 26 -4 -9 -28 -2 -30
right_child=1 -3 25 4 5 -7 -8 8 9 -11 11 -13 -14 -15 23 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-43.578121785402487 -2614.3296869809292 -3.3794235043307013 -962.43438475604751 10029.133030283643 -4237.2284161045673 -167019.06845278534 17255.74542180249 5705.0091659191603 157933.2199856505 30243.698447027444 1066.1491161391314 -67299.994318181823 198470.82061011906 71185.428269477736 -26917.826385359334 67626.908194444448 52521.344590977271 29483.92054746316 -19416.898392578125 29226.380413562718 131611.27853361433 -83243.870564436715 29497.552764916898 -140958.2930366848 95116.426196289074 -27093.016053803836 11350.371654647437 -101700.74711332776 -124586.71552419355 12114.543250000001
leaf_weight=1369429 2581 2689244 2103 311 3261 23 1872 1938 49 82 85 22 21 292 176 90 112 550 150 382 38 119 251 23 32 431 39 42 31 25
leaf_count=1369429 2581 2689244 2103 311 3261 23 1872 1938 49 82 85 22 21 292 176 90 112 550 150 382 38 119 251 23 32 431 39 42 31 25
internal_value=0 22.0669 4544.66 6546.51 9288 4077.6 4808.51 16073.3 11708.1 78005.4 36502.2 56104.9 62926.3 55376 -2079.55 585.383 -1609.5 9068.26 4970.23 10698.9 38489.8 -47652.6 -1826.23 -40098.4 5007.93 -5406.9 3579.76 -47268.7 -3908.57 -63559.4
internal_weight=0 2.70438e+06 15131 12597 9559 5407 5384 4152 3421 131 731 420 398 377 3038 2839 2749 3290 2740 2471 420 269 3512 199 2051 2534 2019 81 2637 56
internal_count=4073804 2704375 15131 12597 9559 5407 5384 4152 3421 131 731 420 398 377 3038 2839 2749 3290 2740 2471 420 269 3512 199 2051 2534 2019 81 2637 56
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=31
num_cat=0
split_feature=1 6 5 1 6 6 0 6 6 7 0 0 0 1 0 6 6 3 6 4 6 0 0 1 0 4 0 6 0 1
split_gain=3.86592e+11 3.55346e+12 1.06612e+13 2.27906e+13 1.84465e+13 2.32571e+13 2.26571e+13 2.52094e+13 2.22653e+13 3.41211e+13 1.64548e+13 4.54609e+13 2.72761e+13 2.0746e+13 1.67588e+13 1.74977e+13 1.50497e+13 1.66184e+13 1.94202e+13 1.53283e+13 1.44353e+13 1.36037e+13 1.33279e+13 1.32649e+13 1.30665e+13 1.25493e+13 1.24429e+13 3.67752e+13 2.74088e+13 1.82722e+13
threshold=82.860505900000007 52.990000000000002 1.5000000000000002 82.975438000000011 45.995000000000012 43.010000000000012 55.123213100000008 45.005000000000003 41.505000000000003 6.0000000000000009 55.02095400000001 55.039488700000007 55.055052800000006 83.003420700000007 55.046782850000007 47.005000000000003 50.410000000000004 3.5000000000000004 51.015000000000008 15.500000000000002 42.005000000000003 55.102137100000007 53.310923100000004 82.901648750000021 55.014086100000007 9.5000000000000018 54.973017600000006 46.010000000000012 55.018166200000003 83.086354900000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -8 23 20 13 -12 14 24 -13 -16 -2 25 19 -19 -10 -7 -21 -4 -5 -18 -15 29 -29 -28
right_child=1 -3 3 10 -6 6 7 -9 9 -11 11 12 -14 26 15 -17 17 18 -20 22 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-16.421494785729486 9.3651765169575043 -161.3607991996881 9301.6196737565679 -12955.105752917938 5487.4613268652556 -695.09950858131913 687.08039425327934 -32844.124297715054 11920.161550936911 27446.987611357035 11749.922503267502 -2077.8546361424901 1413.7143665438007 -266.02771300168928 -23016.565909384037 5890.4306583433663 -3988.9985121597783 7009.4576636402026 7842.583868212485 -85257.14327491555 2922.3645522234488 24512.356989397322 -21895.003734520127 -2471.518231094592 7243.348152322973 -29667.122904847551 -10326.94520553686 14843.929198314057 -42353.528364415324 -35391.039183441935
leaf_weight=3172333 361942 406366 1160 2161 16071 15976 433 465 2453 760 3985 1665 24754 44330 1043 262 310 185 842 37 6528 217 323 5469 376 493 1570 845 93 357
leaf_count=3172333 361942 406366 1160 2161 16071 15976 433 465 2453 760 3985 1665 24754 44330 1043 262 310 185 842 37 6528 217 323 5469 376 493 1570 845 93 357
internal_value=0 57.7883 237.659 1011.39 2702.87 1365.45 -1214.72 -16676 4059.27 7101.64 -17.353 1762.78 327.243 -1152.36 -8728.15 -17213 -40.6425 -8305.42 -1677.29 -16385 5379.95 -357.298 -28407.2 -411.352 -9961.56 -19754 -678.815 -7065.85 9172.97 -14970.4
internal_weight=0 901471 495105 130973 49532 33461 17091 898 16370 9741 81441 31709 27724 49732 2970 1305 364132 2190 1387 545 8981 16193 360 6629 2537 803 47195 2865 938 1927
internal_count=4073804 901471 495105 130973 49532 33461 17091 898 16370 9741 81441 31709 27724 49732 2970 1305 364132 2190 1387 545 8981 16193 360 6629 2537 803 47195 2865 938 1927
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=31
num_cat=0
split_feature=1 3 3 5 4 6 3 6 1 6 1 6 6 4 3 0 0 0 3 6 0 6 6 3 4 3 6 4 4 7
split_gain=3.82949e+11 1.53315e+12 5.17333e+12 3.9551e+12 4.37775e+12 2.04031e+12 8.08766e+12 4.00745e+12 3.26182e+12 2.24847e+12 1.84873e+12 1.65757e+12 3.14488e+12 3.02275e+12 3.91108e+12 5.25047e+12 4.45407e+12 4.26878e+12 4.29032e+12 1.15236e+13 1.27996e+13 1.11866e+13 1.53461e+13 8.18731e+12 6.58454e+12 9.00284e+12 1.06058e+13 7.12371e+12 6.72815e+12 1.18321e+13
threshold=113.48479755000001 14.500000000000002 13.500000000000002 1.5000000000000002 15.500000000000002 64.015000000000015 16.500000000000004 53.310000000000009 118.02765200000002 44.410000000000004 118.02765200000002 38.205000000000005 38.605000000000011 9.5000000000000018 1.5000000000000002 60.064438250000002 56.838524800000009 52.960348700000004 5.5000000000000009 105.00500000000001 51.768991500000006 89.00500000000001 88.825000000000003 8.5000000000000018 15.500000000000002 9.5000000000000018 73.41500000000002 18.500000000000004 14.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 7 8 9 -7 -3 -4 -2 -13 -14 16 17 -15 18 -16 21 -21 22 24 -22 28 27 -27 -26 -20 -30
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 19 20 23 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-2.4669207599592053 -1283.4963884065903 1447.9905326704547 18190.402046342333 68024.775072337972 16648.989389534883 -21321.482562151825 32575.840609374998 31571.677832031251 -67420.5859375 -33788.081589988426 -23290.656919642861 22710.97650240385 1244.2496164749123 16147.817902612434 -8262.552043470494 7787.7872559750822 -33477.804940185546 -17178.47437489167 -213.48098147958518 -90193.662123842601 16185.0706484375 27780.491243489581 -87578.806250000009 -40226.237713738206 -12523.620968103105 15873.648794681079 75814.162563344595 33842.967903645833 -33620.1891977946 48917.162636718749
leaf_weight=4047600 4965 55 22 27 43 66 25 32 20 27 21 65 17093 189 1020 422 20 231 1024 27 50 153 20 53 157 146 37 42 132 20
leaf_count=4047600 4965 55 22 27 43 66 25 32 20 27 21 65 17093 189 1020 422 20 231 1024 27 50 153 20 53 157 146 37 42 132 20
internal_value=0 381.053 452.238 21802.3 36465.4 -7838.13 -17488.6 1558.38 -32042.2 -10154.1 -2067.79 358.967 749.131 680.619 -1893.29 -2679.39 11399 -4098.78 -3050.05 -193.111 -28907.4 1963.37 -539.816 -12842.1 577.501 11984 27992.8 -2737.71 -3127.66 -22760
internal_weight=0 26204 25979 113 70 225 111 114 86 82 43 25866 20901 20836 3743 3534 209 3112 2881 1861 130 1731 1578 103 1558 382 183 199 1176 152
internal_count=4073804 26204 25979 113 70 225 111 114 86 82 43 25866 20901 20836 3743 3534 209 3112 2881 1861 130 1731 1578 103 1558 382 183 199 1176 152
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=31
num_cat=0
split_feature=0 4 7 3 7 4 5 6 6 6 6 4 6 3 4 6 3 6 4 4 3 3 7 6 6 6 1 5 3 3
split_gain=3.7545e+11 4.11349e+12 3.16432e+12 2.80627e+12 4.83225e+12 4.42232e+12 1.03352e+13 1.92508e+13 1.72263e+13 8.57272e+12 1.09725e+13 7.92934e+12 8.47081e+12 6.19494e+12 5.70118e+12 4.51237e+12 4.391e+12 4.24697e+12 3.21578e+12 1.01992e+13 9.47347e+12 8.43795e+12 9.97129e+12 8.27047e+12 7.88653e+12 8.68837e+12 9.39296e+12 7.62322e+12 7.15223e+12 6.19209e+12
threshold=42.965693300000005 17.500000000000004 6.0000000000000009 12.500000000000002 6.0000000000000009 12.500000000000002 2.5000000000000004 83.820000000000007 134.05000000000004 120.05000000000001 114.05000000000001 13.500000000000002 99.050000000000011 9.5000000000000018 15.500000000000002 63.140000000000008 9.5000000000000018 86.920000000000016 11.500000000000002 10.500000000000002 10.500000000000002 8.5000000000000018 6.0000000000000009 57.410000000000004 91.02500000000002 80.030000000000015 47.504912950000005 1.5000000000000002 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 3 -3 5 -5 18 7 14 9 10 -8 -9 13 -13 15 -7 -17 -6 19 29 24 22 -20 -23 25 26 -21 -25 -28 -1
right_child=-2 2 -4 4 17 6 8 11 -10 -11 -12 12 -14 -15 -16 16 -18 -19 21 20 -22 23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=-771.91698767900971 1.8885740082072751 49574.169751880792 8455.9184330174176 -28870.952256116365 10042.380059310493 7482.3568258726509 -21380.306176222417 62228.728012695319 53795.041575168929 -75920.990708605445 39516.685644531251 -23366.604507211538 76825.697148437495 37076.961875000001 21785.407604302301 342.81030324300133 -24168.760206733317 -29168.072877956085 6020.9093513093176 -23308.099715307206 -23041.933354888093 -18638.968161565608 -16534.92278753961 68216.525661057691 31529.271111998267 -23798.837117293078 3717.7169456229308 11102.447523505141 32942.631151174995 -13999.572211512736
leaf_weight=11629 4058099 27 61 95 109 359 228 85 37 24 34 39 20 30 144 192 118 37 270 59 74 88 715 26 196 74 151 231 188 365
leaf_count=11629 4058099 27 61 95 109 359 228 85 37 24 34 39 20 30 144 192 118 37 270 59 74 88 715 26 196 74 151 231 188 365
internal_value=0 -487.998 21071.7 -609.485 -11316.8 -441.661 5115.5 10196.7 -10411.2 -18717.6 -13477.6 40384.9 19522.8 2913.21 3735.76 -149.369 -8987.4 105.484 -959.213 -470.598 10906.9 -5638.16 -10352.1 7820.48 14667.7 7665.89 13516.1 16880.5 19925 -1174.46
internal_weight=0 15705 88 15617 241 15376 1310 987 323 286 262 174 89 69 813 669 310 146 14066 12736 742 1330 985 345 668 472 398 257 339 11994
internal_count=4073804 15705 88 15617 241 15376 1310 987 323 286 262 174 89 69 813 669 310 146 14066 12736 742 1330 985 345 668 472 398 257 339 11994
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=31
num_cat=0
split_feature=0 1 0 1 6 0 1 4 4 0 1 1 0 0 6 1 0 3 1 3 1 4 6 3 0 4 2 5 0 6
split_gain=3.84503e+11 8.67208e+12 2.66269e+13 6.2106e+13 3.35259e+13 2.17234e+13 2.3456e+13 1.99263e+13 2.05604e+13 2.28227e+13 1.9799e+13 1.93868e+13 8.69708e+13 5.5313e+13 1.80231e+13 1.74675e+13 1.66432e+13 3.46777e+13 4.21301e+13 2.46821e+13 7.1202e+13 3.57595e+13 3.42541e+13 3.40662e+13 1.98853e+13 1.86599e+13 1.63281e+13 4.91709e+13 3.99528e+13 2.02098e+13
threshold=45.036141150000006 39.178027400000005 44.249882500000005 39.777866350000004 68.515000000000015 44.739668300000005 41.912736000000002 18.500000000000004 4.5000000000000009 44.878071950000013 41.966773150000002 39.105193450000009 45.00849250000001 44.249882500000005 85.020000000000024 39.135518400000002 45.001720900000002 10.500000000000002 41.966773150000002 8.5000000000000018 41.966773150000002 12.500000000000002 99.050000000000011 5.5000000000000009 44.878071950000013 14.500000000000002 2892.5000000000005 2.5000000000000004 45.00849250000001 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 8 9 -6 -11 -1 13 14 -13 -15 24 19 -19 21 -21 26 -23 -24 -10 -22 27 -18 -29 -28
right_child=-2 2 3 4 7 -7 -8 -9 16 10 -12 12 -14 15 -16 -17 17 18 -20 20 25 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=395.01428210218751 -8.9536104220262356 157.89432760482333 -23182.733493880616 2192.4104792926405 -18457.3832623618 1249.2027150969743 -14209.462133670881 55014.251496010635 -21541.830249416467 30174.758458519555 -41199.801997514209 -15959.074116654832 -12319.385834841674 22858.220505109566 -102237.54225135216 7601.7937187594871 -140307.84188179349 -12192.609868629093 67774.581404622397 -19908.243409344621 -39216.046555397734 -7505.9171262543787 22784.254508463542 174736.004625 1862.1486389081369 -143952.76220833333 -16834.884973393069 28455.955421424282 -118217.3350360577 -69914.500920024671
leaf_weight=163961 3754876 123606 1492 1496 224 15903 2090 47 528 333 44 352 1740 2524 26 1068 46 210 96 262 22 116 36 25 1162 75 1277 65 26 76
leaf_count=163961 3754876 123606 1492 1496 224 15903 2090 47 528 333 44 352 1740 2524 26 1068 46 210 96 262 22 116 36 25 1162 75 1277 65 26 76
internal_value=0 105.415 -450.556 -3382.53 -2159.72 -336.182 -7366.96 -9769.76 -10428.4 6823.54 21844.6 594.493 6322.48 14493 -21893.6 18322.1 -13006.3 -18482.5 12895.1 -23221.6 -47006 -18099.5 24395.2 85059.6 -5449.86 -120198 -23147.5 -56045.1 -13450.7 -19816.4
internal_weight=0 318928 149257 25651 24159 19489 3586 4670 4623 601 377 169671 5710 3970 378 3592 4022 2332 306 2026 359 1667 177 61 1690 97 1490 137 91 1353
internal_count=4073804 318928 149257 25651 24159 19489 3586 4670 4623 601 377 169671 5710 3970 378 3592 4022 2332 306 2026 359 1667 177 61 1690 97 1490 137 91 1353
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 4 6 6 6 1 6 0 4 7 6 6 5 3 4 4 5 1 0 4 4 4 4 6 6 4
split_gain=4.26716e+11 1.2059e+13 2.85404e+13 2.65473e+13 1.43824e+13 1.54677e+13 1.86015e+13 1.8886e+13 2.63709e+13 1.79198e+13 1.51685e+13 1.3779e+13 2.29798e+13 1.68707e+13 1.611e+13 2.34564e+13 2.05872e+13 1.63503e+13 1.46045e+13 1.33677e+13 1.31986e+13 1.27658e+13 4.42373e+13 7.42876e+13 9.17043e+13 3.82812e+13 5.49877e+13 4.62236e+13 4.71438e+13 3.95805e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 74.615000000000009 44.249882500000005 4.5000000000000009 69.605000000000004 108.05000000000001 85.020000000000024 39.004719500000007 77.010000000000005 47.207933300000008 4.5000000000000009 6.0000000000000009 96.050000000000011 104.01000000000001 4.5000000000000009 3.5000000000000004 24.500000000000004 20.500000000000004 2.5000000000000004 39.178027400000005 51.659529100000007 13.500000000000002 8.5000000000000018 17.500000000000004 24.500000000000004 72.50500000000001 79.710000000000022 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 11 19 5 9 -7 8 10 20 -8 14 -13 -14 -3 -16 17 -17 -15 -4 -1 -6 23 24 -23 29 27 -27 -29 -24
right_child=-2 2 3 -5 21 6 7 -9 -10 -11 -12 12 13 18 15 16 -18 -19 -20 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=25853.634099046933 27.310326553556344 -1066.4057385817621 -2047.8547462845772 -12539.700651447067 -7.4048827230853895 -6689.9775677345433 -39887.116424101143 37126.494284539476 -88112.930673333671 241.93985835111263 8098.4490215226724 50628.362315340913 2328.5764803890679 20891.209119574887 87164.449038756138 -78497.358666992193 79059.182375000004 22591.352954101563 -18423.591814379422 -13630.879937584335 116874.86008184525 1433.0138685015891 14154.142152422548 6449.6050882120835 -27985.959014700511 35249.804664977171 11288.521312800372 254773.478671875 83539.289557926837 -2790.9801004097708
leaf_weight=66 2379478 10018 26032 2912 1627994 2234 186 38 79 877 102 110 5368 870 51 32 25 32 106 1036 21 2464 2835 5295 1859 213 686 20 82 2683
leaf_count=66 2379478 10018 26032 2912 1627994 2234 186 38 79 877 102 110 5368 870 51 32 25 32 106 1036 21 2464 2835 5295 1859 213 686 20 82 2683
internal_value=0 -38.3541 -1624.87 -3467.21 6.50689 -6304.63 -10264.7 -29982.9 -36931.6 4536.2 -22892.2 1700.04 5313.2 4527.47 -595.627 33092 2106.6 -27953 16621.4 -2491.18 47824.3 20.3373 2819.13 -1491.4 -11217.9 9178.8 27170.7 61758.4 117115 5914.97
internal_weight=0 1.69433e+06 46592 29980 1.64773e+06 3603 2639 405 367 964 288 16612 6454 6344 10158 140 89 64 976 27068 87 1.64413e+06 16137 9618 4323 6519 1001 315 102 5518
internal_count=4073804 1694326 46592 29980 1647734 3603 2639 405 367 964 288 16612 6454 6344 10158 140 89 64 976 27068 87 1644131 16137 9618 4323 6519 1001 315 102 5518
is_linear=0
shrinkage=0.1


Tree=3769
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 0 4 2 0 4 0 4 6 6 6 6 4 0 6 6 4 7 5 6 3 6 6 4 0 4
split_gain=3.96464e+11 6.58694e+12 1.55051e+13 1.00042e+13 1.19282e+13 1.48506e+13 1.08969e+13 8.983e+12 2.54596e+13 4.15377e+13 2.64356e+13 3.34528e+13 2.84718e+13 3.26068e+13 1.92184e+13 1.54261e+13 1.44607e+13 1.49228e+13 1.36601e+13 1.25805e+13 1.07178e+13 9.99249e+12 1.11887e+13 1.60384e+13 1.1099e+13 1.04175e+13 1.00821e+13 9.0496e+12 9.0471e+12 1.12171e+13
threshold=50.298521650000005 52.061190950000004 53.244414800000008 149.05000000000004 247.90000000000001 55.633951400000008 7.5000000000000009 3062.5000000000005 55.685785750000008 8.5000000000000018 55.633951400000008 13.500000000000002 59.815000000000005 62.010000000000012 36.605000000000011 47.005000000000003 3.5000000000000004 55.806294650000005 134.05000000000004 76.605000000000004 2.5000000000000004 6.0000000000000009 3.5000000000000004 125.02000000000002 6.5000000000000009 93.050000000000011 35.010000000000012 14.500000000000002 61.686687400000004 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 7 5 -5 -7 8 10 16 -4 15 -13 -14 -11 -12 17 -10 20 -18 -9 22 24 -24 25 -22 -23 -28 29 -26
right_child=1 -3 3 4 -6 6 -8 18 9 14 11 12 13 -15 -16 -17 19 -19 -20 -21 21 26 23 -25 28 -27 27 -29 -30 -31
leaf_value=24.993664426990115 -18071.519550478297 -9.7596794804183222 -5311.8865814088422 -95839.461436631958 35479.931555706527 -53685.04263392857 28447.277581380211 -9753.8682198677143 22634.636739365775 13299.7669973213 517.73401829100726 33527.301492442253 -164719.01250000001 -945.63742187499997 -31403.788453818877 15650.080712997236 -6418.5449296599836 -8054.6255236639499 78876.135511363638 -59333.622401494569 209.33821122148044 8407.6828039799602 20995.791762425881 -62931.99915364584 16959.977621726321 -29500.448352153362 -8987.9765791427417 24844.98974966654 -607.41205073360788 -2724.9564633084328
leaf_weight=2481177 552 1560504 3702 36 23 35 30 1062 372 107 1162 23 31 20 950 1603 1932 276 22 46 14359 463 444 24 1140 119 2204 82 916 388
leaf_count=2481177 552 1560504 3702 36 23 35 30 1062 372 107 1162 23 31 20 950 1603 1932 276 22 46 14359 463 444 24 1140 119 2204 82 916 388
internal_value=0 -38.938 -1456.39 -1165.89 -29514 -44314.6 -15777.8 -1054.11 -3489.19 -10139.4 255.314 7514.83 -58838.8 -100494 -26878.5 9290.66 -3401.74 9563.28 118.975 -7649.13 37.25 553.57 1439.21 16691.8 1017.38 -34.8574 -5048.91 -7774.37 7250.7 11961.4
internal_weight=0 1.59263e+06 32123 31571 124 101 65 31447 10224 3683 6541 2839 74 51 1057 2765 2626 648 21223 1978 21201 20139 17390 468 16922 14478 2749 2286 2444 1528
internal_count=4073804 1592627 32123 31571 124 101 65 31447 10224 3683 6541 2839 74 51 1057 2765 2626 648 21223 1978 21201 20139 17390 468 16922 14478 2749 2286 2444 1528
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=31
num_cat=0
split_feature=1 1 0 6 2 0 4 6 0 6 4 0 1 4 4 1 6 6 4 2 0 5 4 4 4 4 0 0 1 1
split_gain=3.97505e+11 9.76777e+12 2.31177e+13 2.15033e+13 1.26073e+13 4.44431e+13 1.66311e+13 2.955e+13 1.60099e+13 1.37691e+13 1.3418e+13 1.16497e+13 1.52062e+13 3.51811e+13 2.70662e+13 4.06197e+13 2.51746e+13 2.39424e+13 1.52266e+13 1.13397e+13 1.12022e+13 1.89446e+13 1.52225e+13 1.22449e+13 1.10313e+13 1.19462e+13 1.34627e+13 1.09874e+13 7.23687e+13 7.85017e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 74.615000000000009 3191.5000000000005 44.046956350000009 4.5000000000000009 64.405000000000015 44.249882500000005 112.00500000000001 16.500000000000004 44.249882500000005 39.079932600000006 11.500000000000002 10.500000000000002 39.044653900000007 108.05000000000001 83.820000000000007 2.5000000000000004 5762.5000000000009 57.205086850000008 1.5000000000000002 2.5000000000000004 20.500000000000004 5.5000000000000009 2.5000000000000004 46.323575350000006 44.739668300000005 39.079932600000006 39.105193450000009
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 10 7 -6 -7 -8 -3 12 13 14 16 -16 -1 18 -14 -5 23 -22 -23 -4 25 26 -10 28 -13 -30
right_child=-2 2 3 19 6 8 9 -9 24 -11 -12 27 17 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-453.68699431596673 26.358991455234957 4515.9992768017019 -1164.0722750557895 -10651.55392024896 9251.384651505321 -84323.328117819401 2362.0049533173178 65793.65509783545 390.39311946802746 -57153.224579326925 76759.275480769225 531.9560294191441 14704.519911731961 -47020.701270842081 129057.66296875 -35501.759696451823 80732.374799679499 -66589.754003906259 -14636.683105860582 -72451.57971028646 2363.7191035372871 15454.487020335479 -19782.832863136122 -12270.291365717001 21692.015394631409 -24992.552501553349 -35819.631673908232 -27.150296645090265 121863.82692243304 14582.884173002043
leaf_weight=1849 2379478 2301 23756 2882 608 34 11959 109 519 39 26 41440 207 149 40 24 39 80 1215 30 896 136 1244 1036 78 811 128 1599957 70 2664
leaf_count=1849 2379478 2301 23756 2882 608 34 11959 109 519 39 26 41440 207 149 40 24 39 80 1215 30 896 136 1244 1036 78 811 128 1599957 70 2664
internal_value=0 -37.018 -1464.88 -3122.99 1527.53 -3448.61 3052.66 17847.1 -16449.9 2168.55 5323.19 3.35684 -5676.67 -183.781 3391.37 67347.9 1223.36 -13360.1 -10365.5 -11288.2 -2244.56 -8958.76 -16310.2 -1628.18 -14947.4 -16907.6 -6773.26 15.8042 1571.59 17329.7
internal_weight=0 1.69433e+06 46592 29980 16612 3897 12715 717 1570 11998 2327 1.64773e+06 3603 2101 1952 64 1888 1502 1422 2912 27068 2276 1380 24792 1536 1458 647 1.64413e+06 44174 2734
internal_count=4073804 1694326 46592 29980 16612 3897 12715 717 1570 11998 2327 1647734 3603 2101 1952 64 1888 1502 1422 2912 27068 2276 1380 24792 1536 1458 647 1644131 44174 2734
is_linear=0
shrinkage=0.1


Tree=3771
num_leaves=31
num_cat=0
split_feature=0 4 3 3 0 6 6 6 4 6 5 6 6 1 6 6 1 6 1 3 1 6 1 6 1 4 6 6 6 6
split_gain=4.25029e+11 6.05381e+12 1.19971e+13 2.94616e+13 3.88995e+13 5.60899e+13 4.65321e+13 4.37298e+13 4.05959e+13 3.35715e+13 2.77118e+13 3.51978e+13 2.92601e+13 6.90462e+13 2.63516e+13 2.03884e+13 2.01841e+13 1.93259e+13 3.847e+13 1.49038e+13 5.19692e+13 4.13039e+13 3.1531e+13 3.53145e+13 3.09224e+13 5.58181e+13 3.04326e+13 2.12229e+13 8.95202e+13 1.80655e+13
threshold=44.895258050000002 15.500000000000002 7.5000000000000009 6.5000000000000009 43.687280500000007 63.855000000000011 59.815000000000005 67.91500000000002 18.500000000000004 103.03500000000001 1.5000000000000002 53.995000000000012 44.820000000000007 39.873894000000007 77.565000000000012 88.00500000000001 39.735861600000007 92.02500000000002 39.763755750000009 8.5000000000000018 39.712886600000012 42.205000000000005 39.908802000000009 91.02500000000002 39.735861600000007 16.500000000000004 55.405000000000008 65.805000000000021 75.605000000000004 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 -3 5 6 10 -7 14 15 12 16 -5 -14 -9 -10 -12 18 -16 20 -4 29 23 24 27 -26 -27 -23 -29 -22
right_child=-2 2 19 4 -6 7 -8 8 9 -11 11 -13 13 -15 17 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=56.976712389449816 7.501584212112026 -1750.7257970899582 -1413.6336462432143 -19547.86249989655 -5915.205589061823 -137400.13897447183 129931.70278532611 308.84364257812501 12794.829286858976 117927.4669642857 29508.898359118015 -141047.0782924107 196371.63593750002 -51428.209268465915 -245150.77486413042 -111390.4634375 -89181.071603260876 -59932.511086107341 -70607.512862723219 -952.77770400704321 20144.413974808675 -8515.0525993795945 10496.652247647373 187735.27675000002 -2740.9774848937991 65411.813991477276 211839.76296875003 239225.639375 -39908.204665798614 -69232.004901413689
leaf_weight=184112 3865320 7979 1229 118 1207 71 23 30 39 21 38 35 23 22 23 20 23 46 28 12962 49 68 110 25 32 22 40 20 27 42
leaf_count=184112 3865320 7979 1229 118 1207 71 23 30 39 21 38 35 23 22 23 20 23 46 28 12962 49 68 110 25 32 22 40 20 27 42
internal_value=0 -139.08 -1620.14 -4338.1 -16021.5 -37804.3 -6381.44 -69679.3 -46451.4 9345.82 -18486.5 -61109.1 6616.44 75225 -81599.3 -29301.9 -15243.1 -106932 -149323 190.961 9100.3 38805.2 54653.8 75411.5 61975.6 104521 159881 27199.7 78872.2 -21106.2
internal_weight=0 208484 24372 9746 1767 560 282 278 207 80 259 96 163 45 127 59 61 97 51 14626 1664 435 344 234 209 94 62 115 47 91
internal_count=4073804 208484 24372 9746 1767 560 282 278 207 80 259 96 163 45 127 59 61 97 51 14626 1664 435 344 234 209 94 62 115 47 91
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=31
num_cat=0
split_feature=6 0 0 3 4 4 6 1 6 6 6 6 6 3 6 0 1 4 1 1 6 6 0 3 6 4 6 5 3 3
split_gain=4.2082e+11 6.22018e+12 1.34202e+13 1.54696e+13 5.47318e+13 3.64639e+13 3.07182e+13 2.9774e+13 3.18675e+13 4.4036e+13 8.00572e+13 5.87532e+13 4.11302e+13 3.06425e+13 2.52295e+13 3.23937e+13 2.12846e+13 3.47535e+13 4.90717e+13 8.57581e+13 6.0314e+13 1.06591e+14 3.22833e+13 2.38894e+13 3.0448e+13 3.48655e+13 2.25443e+13 2.02271e+13 5.15607e+13 9.68373e+13
threshold=77.010000000000005 45.015054600000006 45.040161900000008 14.500000000000002 16.500000000000004 23.500000000000004 84.00500000000001 39.069277450000008 83.010000000000005 103.03500000000001 97.020000000000024 122.65000000000002 110.01500000000001 15.500000000000002 80.030000000000015 45.029425500000009 39.008519500000006 23.500000000000004 38.977585500000011 38.948208550000011 95.045000000000016 128.05000000000004 45.022979600000006 20.500000000000004 134.05000000000004 22.500000000000004 102.04000000000001 2.5000000000000004 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 -2 3 5 7 -3 14 8 -5 10 -10 12 -11 -13 -6 -16 17 22 19 26 -21 -22 -8 24 25 -24 -19 28 -7 -30
right_child=1 2 -4 4 6 27 16 -9 9 11 -12 13 -14 -15 15 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-11.728407263468442 -1147.024665395842 3694.0918545883465 100.56080377778558 -6223.4427873883933 4400.8132512019238 8589.3949986049101 -90170.051134417823 -9984.7643486156812 76663.947928972935 54546.910688920463 316765.15141369053 64863.745349702382 -143595.97312499999 215253.605625 98510.883068716401 4265.7293961588539 13356.461964874266 15338.430824418503 -60686.045820312509 -23625.622005208337 324557.22331730771 51965.73779296875 -5687.1198057613838 52551.060065406986 -105274.3131994913 -126550.45335036058 -99445.104938616074 -6277.6413774200882 -214080.49600360577 -33927.65180644839
leaf_weight=3595075 37575 9614 429031 42 156 126 73 57 41 22 21 42 20 20 93 60 480 44 55 21 26 32 291 43 43 26 28 481 39 127
leaf_count=3595075 37575 9614 429031 42 156 126 73 57 41 22 21 42 20 20 93 60 480 44 55 21 26 32 291 43 43 26 28 481 39 127
internal_value=0 88.0759 193.275 3474.41 12212.3 2014.03 4675.9 54046.2 71593.1 91281.6 157989 51514.1 -39806.8 113377 32699 61552 -2776.01 -14130.2 20184.2 49640.3 121585 174162 -28980.6 -17896.7 -26311.3 -15600.2 -29299.6 -18881.3 -39642.8 -76252.7
internal_weight=0 478729 441154 12123 1736 10387 1471 265 208 166 62 104 42 62 309 153 1162 682 206 151 79 58 476 403 360 317 72 773 292 166
internal_count=4073804 478729 441154 12123 1736 10387 1471 265 208 166 62 104 42 62 309 153 1162 682 206 151 79 58 476 403 360 317 72 773 292 166
is_linear=0
shrinkage=0.1


Tree=3773
num_leaves=31
num_cat=0
split_feature=1 1 6 4 0 0 4 4 6 6 0 1 1 3 0 3 0 4 1 0 0 6 6 6 5 3 1 6 4 4
split_gain=3.8913e+11 6.17724e+12 1.23556e+13 2.6213e+13 2.9482e+13 4.96576e+13 2.88397e+13 3.28065e+13 4.4721e+13 5.14703e+13 3.20462e+13 3.39578e+13 6.64389e+13 5.15211e+13 4.83182e+13 2.83481e+13 3.41779e+13 2.41377e+13 2.49418e+13 4.24236e+13 3.28139e+13 3.5613e+13 3.30297e+13 3.08698e+13 2.34503e+13 2.72138e+13 2.92202e+13 2.29263e+13 2.27299e+13 2.26436e+13
threshold=50.298521650000005 49.111590500000005 98.020000000000024 6.5000000000000009 55.759969450000007 55.775215600000003 7.5000000000000009 8.5000000000000018 128.05000000000004 149.05000000000004 55.812023600000011 49.147669400000005 49.176406850000006 5.5000000000000009 55.79439725000001 11.500000000000002 54.86311005000001 10.500000000000002 49.147669400000005 55.81943720000001 55.81943720000001 110.01500000000001 156.15000000000003 104.01000000000001 2.5000000000000004 4.5000000000000009 49.230435000000007 156.15000000000003 11.500000000000002 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 24 15 27 10 8 -8 -10 11 13 -13 14 -7 -5 -17 18 19 -9 21 23 -23 -20 25 26 -4 -6 -19 -18
right_child=-2 2 3 4 5 6 7 17 9 -11 -12 12 -14 -15 -16 16 29 28 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.076343106915061 -38.576147599843608 863.7473093835614 53547.493747430097 -4513.2014494093546 -37830.472477641859 26579.548209635421 -16947.339996936276 65113.799501953123 194580.44985351563 -4115.534090909091 30193.222753906251 92803.788364955355 -145833.31625 -225108.85405092593 -174082.21187500001 10459.565332275391 116250.17004523026 84194.381634706457 -42625.060577731667 -34456.33164938222 29188.450259238798 -81612.251747725939 39889.147045410158 32032.231816406253 13714.068534372149 -127555.14815625 -75076.58091264205 -129527.68744612069 -177.54684842956854 3637.3887319711539
leaf_weight=2339440 1592627 135640 38 1929 456 30 51 80 32 22 40 28 20 27 20 400 57 33 144 92 76 213 25 90 1096 25 33 29 985 26
leaf_count=2339440 1592627 135640 38 1929 456 30 51 80 32 22 40 28 20 27 20 400 57 33 144 92 76 213 25 90 1096 25 33 29 985 26
internal_value=0 24.7614 665.798 -3737.99 -6970.34 -14596.2 -7659.97 -4074.12 50206.8 113630 -47712.9 -72642.9 -6628.34 -113795 -53685.2 911.564 22576.9 -7353.46 -21366.5 11855.4 -31793.7 -41612.9 -68849.5 -13910.7 9562.93 -37829.2 -6235.53 -43313.4 2557.5 80973.9
internal_weight=0 2.48118e+06 141737 6097 4905 2493 2008 1843 105 54 165 125 48 77 50 2412 483 1738 720 172 548 472 238 234 1192 96 71 485 1018 83
internal_count=4073804 2481177 141737 6097 4905 2493 2008 1843 105 54 165 125 48 77 50 2412 483 1738 720 172 548 472 238 234 1192 96 71 485 1018 83
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=31
num_cat=0
split_feature=3 0 6 6 0 6 1 6 6 7 5 6 6 6 6 6 1 7 5 3 5 1 6 6 3 0 3 6 3 6
split_gain=3.95049e+11 2.88425e+12 1.08672e+13 9.65815e+12 1.33617e+13 1.87912e+13 1.44147e+13 9.56208e+12 6.90332e+12 5.7e+12 5.47735e+12 1.77807e+13 5.50949e+12 1.75579e+13 3.91152e+12 3.61259e+12 3.57092e+12 5.4052e+12 1.17977e+13 1.61435e+13 7.74807e+12 5.62274e+12 6.74386e+12 4.66348e+12 1.13032e+13 1.28302e+13 9.09725e+12 1.5448e+13 8.96735e+12 8.41414e+12
threshold=17.500000000000004 60.05226170000001 79.710000000000022 62.375000000000007 60.064438250000002 76.00500000000001 30.323041000000003 110.01500000000001 101.02000000000002 6.0000000000000009 2.5000000000000004 71.715000000000018 76.605000000000004 75.010000000000005 61.425000000000004 80.030000000000015 30.205407000000005 6.0000000000000009 3.5000000000000004 20.500000000000004 3.5000000000000004 30.084656550000002 51.015000000000008 73.995000000000019 22.500000000000004 59.933037250000005 20.500000000000004 82.905000000000015 19.500000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 6 9 8 15 -5 -6 -12 13 -13 -3 -4 17 18 21 -20 -19 22 -2 29 25 26 27 -25 -27 -23
right_child=1 2 7 4 10 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 20 19 -21 -22 23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=6.0152124416742563 5871.0274414062505 2543.8214999045531 -46050.708741629467 52963.829261363637 -7129.5280452806128 -19309.619844933713 8540.2109235491062 37161.460729586695 -70458.522836538468 115545.68296693315 74144.068844881927 13032.020821352358 23328.717702996928 -94728.584970238095 -31577.611879595592 -11372.565102746354 -292.28737369123911 -141.66010611083104 4042.8020833333339 112847.993703125 -47528.154861111114 8746.1677145159283 -63447.102000000006 -62813.589100609759 58022.694140625004 78014.844375000001 -82535.85355603449 21178.043538065162 -5924.2873437500002 57461.657840213265
leaf_weight=3927269 32 2829 35 22 147 33 28 31 26 43 44 54 61 21 34 212 140854 831 30 25 36 849 25 41 24 20 29 47 35 37
leaf_count=3927269 32 2829 35 22 147 33 28 31 26 43 44 54 61 21 34 212 140854 831 30 25 36 849 25 41 24 20 29 47 35 37
internal_value=0 -161.213 2626.38 4285.34 17852.9 45520.5 68524.7 -15469.3 -21445.7 94364.1 7191.98 18887.9 1010.89 -17140.9 2138.61 -16286.5 -231.822 3900.53 8264.42 53499.7 -2109.27 6080.1 -24531.7 7692.74 -6265.5 -15235.9 -33961.8 -17954.4 24599 10780.6
internal_weight=0 146535 3620 3316 453 126 93 304 273 65 327 180 136 75 2863 247 142915 2061 1194 55 867 1139 57 1082 196 172 117 88 55 886
internal_count=4073804 146535 3620 3316 453 126 93 304 273 65 327 180 136 75 2863 247 142915 2061 1194 55 867 1139 57 1082 196 172 117 88 55 886
is_linear=0
shrinkage=0.1


Tree=3775
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 4 0 1 6 6 3 3 6 3 6 0 0 1 4 4 6 6 6 1 6 7 3 6 6 4
split_gain=3.97694e+11 3.67355e+12 1.86146e+13 2.11009e+13 4.00327e+13 2.39195e+13 3.55792e+13 5.73851e+13 3.33358e+13 2.80042e+13 2.76815e+13 4.71075e+13 2.47952e+13 2.45343e+13 2.27104e+13 2.08941e+13 1.90692e+13 3.72868e+13 3.03261e+13 2.84843e+13 3.86854e+13 2.41696e+13 1.87651e+13 1.65661e+13 2.54391e+13 4.53563e+13 2.21712e+13 2.51419e+13 7.86128e+13 2.46717e+13
threshold=9.5000000000000018 47.207933300000008 45.085557650000005 39.723160900000003 39.749243900000003 13.500000000000002 45.090603300000005 39.029038350000008 108.05000000000001 43.605000000000011 9.5000000000000018 6.5000000000000009 134.05000000000004 16.500000000000004 75.605000000000004 45.125532050000011 45.082176650000008 39.01296365000001 16.500000000000004 22.500000000000004 87.395000000000024 79.710000000000022 60.305000000000007 37.318079750000003 53.705000000000005 6.0000000000000009 3.5000000000000004 91.02500000000002 83.010000000000005 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 16 5 14 6 7 -4 9 -7 11 -10 13 -12 -5 -14 23 -18 21 22 -21 -19 -20 24 -2 26 27 28 29 -26
right_child=1 -3 3 4 -6 8 -8 -9 10 -11 12 -13 15 -15 -16 -17 17 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-33.544127886271191 -2036.2938307246216 79.999194017526349 -30379.447099256009 -18489.647520079696 -93.264863967497732 153.37125859714348 6951.1973141178059 22711.978599625931 705.89881727430566 -5408.043694486184 10165.427006392047 156595.2578125 25513.980133928573 143743.67820312499 -66490.994159050708 -92772.101611328137 -37612.952371582032 13451.892983700627 1053.6768345188075 7271.6303752720623 59599.739580335125 56190.670522598484 -15904.619993701679 -220.0391245627589 28620.227682049357 -3192.4984908113602 18506.993757612097 -6476.154296875 239934.37078804348 108751.90992107781
leaf_weight=1892492 1921 1890516 657 1405 1918 17254 5720 295 36 19052 44 42 28 20 106 32 200 1941 2198 2003 152 142 928 232617 178 889 882 64 23 49
leaf_count=1892492 1921 1890516 657 1405 1918 17254 5720 295 36 19052 44 42 28 20 106 32 200 1941 2198 2003 152 142 928 232617 178 889 882 64 23 49
internal_value=0 29.1027 -301.785 -2133.08 -9683.55 -1533.49 3972.06 -13927.8 -2539.65 -2765.05 37971.5 84646.3 8611.59 51908.6 -21857 -37571.9 47.7629 4990.39 6147.46 2117.16 10962.5 16365.4 -3980.65 -110.236 6265.75 13914.8 26630.8 49449.9 63766.9 45917.4
internal_weight=0 2.18131e+06 290796 46609 3429 43180 6672 952 36508 36306 202 78 124 64 1511 60 244187 7564 7364 5281 2155 2083 3126 236623 4006 2085 1196 314 250 227
internal_count=4073804 2181312 290796 46609 3429 43180 6672 952 36508 36306 202 78 124 64 1511 60 244187 7564 7364 5281 2155 2083 3126 236623 4006 2085 1196 314 250 227
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=31
num_cat=0
split_feature=0 3 4 0 2 6 6 0 6 3 4 6 3 6 6 4 6 6 1 2 6 6 5 6 5 1 1 1 6 3
split_gain=4.6153e+11 2.35159e+12 7.1612e+12 3.72801e+12 2.38981e+12 2.41311e+12 2.54348e+12 2.35899e+12 1.09426e+13 1.01991e+13 1.42045e+13 3.00811e+13 1.35066e+13 1.55716e+13 2.7148e+13 3.23978e+13 2.73265e+13 4.06806e+13 2.6531e+13 2.30938e+13 3.1714e+13 2.23049e+13 1.60604e+13 1.30441e+13 1.21319e+13 1.1955e+13 1.17043e+13 2.70419e+13 2.40469e+13 1.9861e+13
threshold=54.94110555000001 26.500000000000004 27.500000000000004 54.707511300000007 2691.5000000000005 55.805000000000007 64.015000000000015 54.188398350000007 79.710000000000022 5.5000000000000009 6.5000000000000009 97.020000000000024 6.5000000000000009 125.02000000000002 116.05000000000001 7.5000000000000009 92.02500000000002 108.05000000000001 38.066230450000006 5791.5000000000009 122.65000000000002 138.05000000000004 3.5000000000000004 110.01500000000001 1.5000000000000002 36.049731800000011 55.90712030000001 55.957851400000003 85.020000000000024 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 7 3 -3 -4 -6 -7 -1 -9 -10 11 -11 13 14 15 16 -12 -18 21 -16 22 -15 -21 -17 -14 -13 -26 28 -28 -29
right_child=-2 2 4 -5 5 6 -8 8 9 10 12 25 24 18 19 23 17 -19 -20 20 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=-2.7735817823143378 -23.057691046530586 -7128.9854110054357 -30665.863740234374 -57890.903200746201 -17226.665771484375 42667.425325520831 5010.8403416593319 123.46735694077086 893.30828948971964 -75201.209591027466 -23427.354570312502 60711.803573069854 -63604.137379807689 169056.00300000003 49387.678067129629 15979.27690184675 200888.40895647323 40174.483572048615 -17612.504427083335 -138826.18940033784 27889.549479166672 41161.85595052084 -32414.418885869571 -47446.704595588235 -250.76107334496029 -15840.596032475492 -3008.3918679120466 12994.171945753664 44121.721243294633 -4547.682751233001
leaf_weight=1122946 2772653 23 20 39 32 24 71 159674 11532 66 20 34 26 25 27 700 28 36 30 37 30 30 23 34 2486 51 155 1382 359 1211
leaf_count=1122946 2772653 23 20 39 32 24 71 159674 11532 66 20 34 26 25 27 700 28 36 30 37 30 30 23 34 2486 51 155 1382 359 1211
internal_value=0 49.1342 -10557.4 -39059.9 1464.06 6523.89 14524.1 50.8381 389.065 2703.72 5778.48 -24549.3 6468.27 17054.8 13329.4 19773.7 78602.5 110487 58033.9 -31726 -56060.2 99295.6 -98035 13041.3 4546.54 14780.4 4863.35 8955.29 29909.3 4801.66
internal_weight=0 1.30115e+06 209 62 147 127 95 1.30094e+06 177996 18322 6790 151 6639 1020 935 818 84 64 85 117 90 55 60 734 5619 85 5593 3107 514 2593
internal_count=4073804 1301151 209 62 147 127 95 1300942 177996 18322 6790 151 6639 1020 935 818 84 64 85 117 90 55 60 734 5619 85 5593 3107 514 2593
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=31
num_cat=0
split_feature=6 3 6 0 0 6 1 1 1 4 0 0 0 1 4 3 3 0 0 0 0 3 1 0 0 3 3 1 0 0
split_gain=4.32724e+11 3.32634e+12 9.16111e+12 2.60001e+13 5.30349e+13 3.05149e+13 4.76766e+13 7.28485e+13 3.2442e+13 2.77021e+13 2.64181e+13 2.45616e+13 2.35828e+13 2.14074e+13 1.95347e+13 3.12648e+13 2.51702e+13 1.87854e+13 1.85331e+13 2.91769e+13 2.45413e+13 1.77538e+13 2.52992e+13 1.6695e+13 6.59928e+13 1.57915e+13 3.47318e+13 4.48381e+13 2.54586e+13 2.37157e+13
threshold=102.04000000000001 8.5000000000000018 105.00500000000001 59.963561900000009 59.898927250000007 104.01000000000001 82.93515810000001 82.941727000000014 82.918694400000007 17.500000000000004 45.036141150000006 45.040161900000008 59.939085000000013 82.901648750000021 14.500000000000002 10.500000000000002 13.500000000000002 59.764576050000009 47.207933300000008 45.053967500000006 56.83050475000001 19.500000000000004 30.242318500000007 45.029425500000009 47.222459950000008 18.500000000000004 17.500000000000004 44.628646350000004 56.791379400000004 55.922096200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 14 -11 -12 -6 -13 15 23 -17 25 19 -16 -20 -5 -23 -7 -25 26 29 -28 -27 -3
right_child=1 2 -4 21 12 6 7 -9 -10 10 11 13 -14 -15 18 16 -18 -19 20 -21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=5.3603453235996934 155.33567920345146 -6459.8034772320352 -1802.2616918341323 -36842.732380134832 101342.89745400511 -40473.725390625004 215019.2855334052 25722.673571059284 -116596.12539062501 90017.766950563528 -80484.297282608692 18341.139909884136 2108.0030560661767 84751.425231481495 -3131.1714501953124 97958.526681698073 -13310.970048996498 -39425.54007352941 11238.567977892288 -92225.726746323533 -82107.414477539074 106114.71012228262 -28150.639670138888 173475.13396739133 -6353.9871633287294 -11261.807398254175 124149.40424325981 -19347.288589638159 -95692.294302591472 18742.524506530764
leaf_weight=3966508 76472 1681 26169 248 81 78 29 68 20 61 23 480 34 54 80 68 29 136 235 68 32 23 36 23 181 277 51 38 41 480
leaf_count=3966508 76472 1681 26169 248 81 78 29 68 20 61 23 480 34 54 80 68 29 136 235 68 32 23 36 23 181 277 51 38 41 480
internal_value=0 -198.161 -1075.16 3012.39 4998.27 3177.89 14468.9 82316.5 9873.04 11664.4 27540.9 20698.7 72003.9 25056.8 -692.883 15720.5 64692.4 -3206.68 -15682.5 -44066.5 51.0345 -25113.3 24190.1 -1124.45 13920.9 -1288.55 1659.51 62881.2 -22147.5 -861.878
internal_weight=0 107296 30824 4655 4348 4233 1529 97 1432 1412 618 557 115 534 794 379 97 2704 415 148 267 307 59 282 204 2568 2250 89 318 2161
internal_count=4073804 107296 30824 4655 4348 4233 1529 97 1432 1412 618 557 115 534 794 379 97 2704 415 148 267 307 59 282 204 2568 2250 89 318 2161
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 7 4 6 6 6 5 6 6 6 4 1 7 4 4 4 7 4 6 3 6 6 6 0 6 6
split_gain=4.08031e+11 6.53295e+12 1.7109e+13 1.81091e+13 1.37437e+13 3.00939e+13 1.721e+13 1.86206e+13 1.67217e+13 1.72733e+13 2.08169e+13 1.74627e+13 1.91406e+13 1.76543e+13 1.51081e+13 2.06577e+13 1.74766e+13 1.51436e+13 1.86828e+13 3.04073e+13 1.75756e+13 2.89501e+13 1.73398e+13 1.66347e+13 1.58179e+13 1.36431e+13 3.50174e+13 1.41212e+13 1.5677e+13 1.82617e+13
threshold=53.341100000000004 53.175387700000009 5.5000000000000009 31.500000000000004 50.136929700000003 6.0000000000000009 25.500000000000004 116.05000000000001 55.805000000000007 105.00500000000001 3.5000000000000004 149.05000000000004 142.05000000000004 189.00000000000003 9.5000000000000018 49.692247900000005 6.0000000000000009 24.500000000000004 21.500000000000004 18.500000000000004 6.0000000000000009 19.500000000000004 98.020000000000024 7.5000000000000009 95.045000000000016 168.45000000000002 149.05000000000004 53.20799465000001 116.05000000000001 74.015000000000015
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 25 4 14 8 7 -7 -6 -10 -11 12 -12 -13 15 16 -4 18 19 -16 -21 -22 -19 -23 -20 26 27 28 29 -3
right_child=-2 2 3 -5 5 6 -8 -9 9 10 11 13 -14 -15 17 -17 -18 22 24 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.5774068649416506 -18.40536034726534 -7233.5635449702404 -10836.387357378764 -32273.802659847861 874.47978569197494 -4258.7731894806693 18734.27190030726 -66723.228865559897 7505.8491551444431 -18394.486702956368 6931.4661816613152 89691.984412109377 -88635.369972826098 6070.9451133578441 3085.8780692394716 19873.258881270696 25029.474372416673 13578.593843478291 -9588.4254196972324 -6145.888225686962 104680.56089268514 -53517.000849184784 103487.38501420454 45239.70758463542 62608.428679435485 -55182.901498088431 114735.13399939906 76.55591154108518 -82200.74032118055 21439.016144998666
leaf_weight=967174 3044203 4379 504 152 13819 8266 328 48 9326 582 236 50 23 51 4882 1441 186 859 1440 58 73 23 22 66 31 47 26 15248 27 234
leaf_count=967174 3044203 4379 504 152 13819 8266 328 48 9326 582 236 50 23 51 4882 1441 186 859 1440 58 73 23 22 66 31 47 26 15248 27 234
internal_value=0 54.4188 1045.9 2180.9 2304.67 1329.37 -3733.04 -4619.41 3145.67 6202.32 -6702.93 12198.4 -1555.16 47467.5 5634.95 13060.2 -1168.2 3512.16 1862 4724.7 41091.6 58003.8 15823.8 19718.3 -8066.94 -1368.75 -1241.74 -1393.36 -6223.81 -5779.11
internal_weight=0 1.0296e+06 62427 42466 42314 32729 8642 8314 24087 10268 942 360 259 101 9585 2131 690 7454 6573 5102 220 162 881 89 1471 19961 19914 19888 4640 4613
internal_count=4073804 1029601 62427 42466 42314 32729 8642 8314 24087 10268 942 360 259 101 9585 2131 690 7454 6573 5102 220 162 881 89 1471 19961 19914 19888 4640 4613
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=31
num_cat=0
split_feature=4 0 1 1 6 0 4 6 6 1 5 6 0 6 6 6 2 6 0 6 0 3 3 5 0 6 6 6 1 6
split_gain=4.06343e+11 3.21105e+12 1.51901e+13 6.56704e+13 6.58953e+13 5.04323e+13 4.32747e+13 6.70511e+13 3.98365e+13 4.19328e+13 2.96124e+13 4.63092e+13 2.51502e+13 2.2353e+13 4.23164e+13 2.1777e+13 1.9743e+13 3.43495e+13 1.86293e+13 1.80352e+13 3.39049e+13 1.83363e+13 1.77085e+13 2.10806e+13 1.5458e+13 1.54042e+13 1.46168e+13 3.30581e+13 1.37344e+13 1.34067e+13
threshold=5.5000000000000009 59.905532300000012 30.362494150000003 30.277905650000005 118.04500000000002 59.838047850000002 4.5000000000000009 73.41500000000002 80.030000000000015 30.323041000000003 2.5000000000000004 52.990000000000002 59.848366150000011 120.05000000000001 149.05000000000004 116.05000000000001 3338.0000000000005 54.410000000000004 59.898927250000007 56.205000000000005 59.882709350000006 1.5000000000000002 1.5000000000000002 3.5000000000000004 59.856552950000008 49.485000000000007 95.045000000000016 88.825000000000003 30.323041000000003 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 3 5 6 16 18 10 9 -9 11 12 25 15 -15 29 17 -1 -5 21 -21 -13 -10 24 -24 -8 27 -19 -26 -7
right_child=-2 -3 -4 4 -6 13 7 8 22 -11 -12 19 -14 14 -16 -17 -18 26 -20 20 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-4233.645956132219 -19.748312800685067 734.03441712588631 66.72971238838042 -31068.86073720087 -181276.71885190217 12477.669271989162 2691.4123073868309 134291.96016791044 -48117.874348958336 10298.271807065219 -28254.299407333539 -12312.128225446429 -18919.722177247997 83712.089883255176 -63178.019601562504 -85441.983875000005 -1145.9518676489154 -30427.120811378085 -94099.687741268383 -10277.258852868579 117029.775390625 69506.084657118059 38353.449760960822 93438.311651785727 10193.539926609848 -38200.982453124998 41707.396961388222 -161264.14812500001 -88069.80246875 2053.1619222820932
leaf_weight=1850 2928705 64837 1055659 582 23 2951 1169 67 42 46 849 35 1797 91 25 25 11700 561 51 163 24 126 67 35 33 100 26 20 25 2120
leaf_count=1850 2928705 64837 1055659 582 23 2951 1169 67 42 46 849 35 1797 91 25 25 11700 561 51 163 24 126 67 35 33 100 26 20 25 2120
internal_value=0 50.5083 9.48325 -2446.83 -12385.5 238.847 -11640 -8251.45 36269.8 83816.7 -11541.2 -7384.95 -11308.7 8648.62 52054.7 7660.57 -2857.27 -11006.4 -36147.2 27185 6061.61 51719.5 9671.85 24841.6 5634.58 -530.999 -31648.3 -34931 -32161.3 8119.56
internal_weight=0 1.1451e+06 1.08026e+06 24603 5234 19369 5211 4578 315 113 4263 3414 3066 5212 116 5096 14157 2457 633 348 187 161 202 160 125 1269 607 581 58 5071
internal_count=4073804 1145099 1080262 24603 5234 19369 5211 4578 315 113 4263 3414 3066 5212 116 5096 14157 2457 633 348 187 161 202 160 125 1269 607 581 58 5071
is_linear=0
shrinkage=0.1


Tree=3780
num_leaves=31
num_cat=0
split_feature=0 6 1 1 0 6 6 7 3 3 6 4 6 1 0 6 6 6 2 3 2 6 4 3 4 5 0 6 3 3
split_gain=4.06657e+11 4.3697e+12 2.3291e+13 3.09413e+13 2.91918e+13 2.19212e+13 2.19369e+13 1.65513e+13 3.18331e+13 1.62778e+13 1.95398e+13 1.62291e+13 1.53584e+13 1.48168e+13 1.47049e+13 1.38846e+13 1.38799e+13 1.97348e+13 1.7639e+13 3.01034e+13 3.3649e+13 1.46884e+13 2.36994e+13 7.42019e+13 1.36578e+13 1.60942e+13 1.39542e+13 1.34698e+13 1.75405e+13 1.18265e+13
threshold=60.034792100000011 94.02500000000002 30.323041000000003 30.242318500000007 60.05226170000001 104.01000000000001 105.00500000000001 6.0000000000000009 3.5000000000000004 5.5000000000000009 98.020000000000024 21.500000000000004 98.020000000000024 50.815483650000004 60.064438250000002 98.020000000000024 134.05000000000004 125.02000000000002 6426.0000000000009 7.5000000000000009 3338.0000000000005 100.05000000000001 11.500000000000002 4.5000000000000009 6.5000000000000009 3.5000000000000004 60.05226170000001 134.05000000000004 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 3 5 -5 7 -7 8 -3 10 -10 -9 -11 15 24 -4 17 21 19 20 -18 22 23 -17 26 -26 -8 28 -16 -6
right_child=1 2 13 4 29 6 14 11 9 12 -12 -13 -14 -15 27 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.3821752274218309 -298.63199210320749 -22657.530256076392 -24703.28432006836 70834.47217585404 -17469.008123944259 -114982.60617559525 -121660.13735795455 -55017.095429687506 54308.93898437501 100531.63391644023 190879.75731534092 45322.619762731483 -11649.473978365386 8567.8545441104088 86856.107431891025 -982.27373934659101 -210552.51585937501 32559.786698194483 -351.57489665503641 15698.390851814516 -45204.957763671875 -7912.8053524400348 -10029.53674697876 231321.39886718753 68239.302343750009 -36277.041888786764 -31609.093567049051 -43259.006808035716 -1501.702387971698 30644.681796875004
leaf_weight=3958919 111143 45 344 161 74 21 22 40 20 23 22 27 26 993 39 44 20 174 103 31 32 996 80 20 26 34 79 28 53 165
leaf_count=3958919 111143 45 344 161 74 21 22 40 20 23 22 27 26 993 39 44 20 174 103 31 32 996 80 20 26 34 79 28 53 165
internal_value=0 -185.469 3175.65 17144.1 37920 687.891 -16393.8 26100.1 46141.8 80163.5 125846 -14581.7 41007 -1280.27 -9025.95 -6583.52 -2428.05 1191.09 -27995.5 -62300.7 -108800 -3596.76 26255.9 71612.6 -28775.4 9013.37 -51224.2 17471.2 35954.3 15747.6
internal_weight=0 114885 3742 905 400 505 302 203 136 91 42 67 49 2837 281 1844 1500 1314 186 83 52 1140 144 64 161 60 101 120 92 239
internal_count=4073804 114885 3742 905 400 505 302 203 136 91 42 67 49 2837 281 1844 1500 1314 186 83 52 1140 144 64 161 60 101 120 92 239
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 7 6 0 4 0 5 1 0 4 6 0 6 4 6 0 4 3 3 3 6 0 1 0 4 6
split_gain=4.05343e+11 5.51922e+12 1.21811e+13 1.23754e+13 1.49374e+13 1.88547e+13 1.61574e+13 1.48576e+13 2.25138e+13 1.92496e+13 1.92281e+13 1.61384e+13 2.63748e+13 2.19579e+13 1.47409e+13 1.46546e+13 1.4254e+13 1.38699e+13 2.14079e+13 2.74162e+13 6.52305e+13 4.91589e+13 4.55314e+13 2.53047e+13 1.3676e+13 2.25706e+13 2.3572e+13 1.43398e+13 4.49229e+13 1.72097e+13
threshold=50.298521650000005 53.187400150000009 52.516286950000008 10.500000000000002 56.858606850000008 6.0000000000000009 55.805000000000007 55.633951400000008 3.5000000000000004 55.759969450000007 2.5000000000000004 52.419561900000012 54.762682300000009 5.5000000000000009 73.00500000000001 56.872182500000008 56.805000000000007 16.500000000000004 49.485000000000007 55.743464250000009 15.500000000000002 8.5000000000000018 12.500000000000002 10.500000000000002 49.010000000000012 58.010305850000002 52.380799750000001 55.775215600000003 4.5000000000000009 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 2 -2 7 5 17 -7 8 -4 10 16 -10 13 -13 -14 -6 -9 18 -5 -20 -21 -22 23 -23 -11 26 -26 28 -28 -29
right_child=1 -3 3 4 15 6 -8 9 11 24 -12 12 14 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=25.271982284454488 -49235.37086087741 3.2890228856460042 2406.9153716364012 -5346.2605770795781 26667.5348430136 -4841.0200731207569 12707.851893946106 1548.9508840356577 -3019.8150501409468 674.38565446914606 6382.0805662421581 -1384.1900567360904 -23211.93324973814 -26566.920898466495 -77322.298068576391 173.32877440785646 -7808.4521756634076 -2416.3155365525631 -13896.855918984316 -14013.760831211635 9405.6598423549112 -105802.97485650511 -2091.0257812499999 -208507.46697140959 -20484.443583455493 -198.17324946242539 112373.1914695946 -6538.5900787881674 419.32424213526031 -35567.217019849784
leaf_weight=2481177 52 1513162 6108 1716 230 1528 799 15495 10655 13140 8462 1950 744 421 54 2262 1819 1767 1327 280 35 49 24 47 1371 6061 37 1654 1145 233
leaf_count=2481177 52 1513162 6108 1716 230 1528 799 15495 10655 13140 8462 1950 744 421 54 2262 1819 1767 1327 280 35 49 24 47 1371 6061 37 1654 1145 233
internal_value=0 -39.3716 -851.709 -820.027 -4096.97 -6307.12 1184.57 -344.474 -2649.19 585.116 2475.27 -4883.18 -11148.3 -5855.69 -26873.5 2618.62 565.867 -9630.88 -13296.2 -21038.7 -42825.4 -94872.1 -125287 -156085 -1475.74 -4166.21 -9582.93 -4712.95 3923.8 -10122.9
internal_weight=0 1.59263e+06 79465 79413 10064 7572 2327 69349 19932 49417 25776 13824 3169 2371 798 2492 17314 5245 3478 1762 435 155 120 96 23641 10501 4440 3069 1182 1887
internal_count=4073804 1592627 79465 79413 10064 7572 2327 69349 19932 49417 25776 13824 3169 2371 798 2492 17314 5245 3478 1762 435 155 120 96 23641 10501 4440 3069 1182 1887
is_linear=0
shrinkage=0.1


Tree=3782
num_leaves=31
num_cat=0
split_feature=4 0 1 0 1 0 1 4 6 1 4 0 1 0 6 6 4 4 6 1 7 6 5 1 6 3 3 0 0 4
split_gain=4.10604e+11 3.13879e+12 3.41339e+12 3.2934e+12 1.6455e+13 3.4622e+13 8.38571e+13 2.77803e+13 2.42843e+13 2.38621e+13 2.23067e+13 2.14461e+13 2.01824e+13 2.00533e+13 1.878e+13 1.71838e+13 1.62034e+13 1.55858e+13 3.14545e+13 2.50186e+13 6.51192e+13 2.77683e+13 1.74919e+13 1.57612e+13 2.34895e+13 1.50769e+13 1.50388e+13 1.37658e+13 1.34181e+13 1.3322e+13
threshold=9.5000000000000018 63.565651350000003 40.377616600000003 60.01610465000001 30.438492500000006 60.042359000000012 30.452677500000004 17.500000000000004 63.415000000000006 30.624707450000006 17.500000000000004 60.028671700000011 30.452677500000004 60.064438250000002 31.995000000000001 40.015000000000008 14.500000000000002 11.500000000000002 106.49500000000002 30.370944000000005 6.0000000000000009 77.565000000000012 2.5000000000000004 30.389265100000003 55.805000000000007 5.5000000000000009 1.5000000000000002 60.042359000000012 60.034792100000011 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 3 -3 -2 17 6 7 -6 11 10 -10 -8 14 -14 -7 -9 -11 18 19 21 23 -5 28 24 -21 -20 -13 -26 -23 -16
right_child=1 2 -4 4 5 12 8 15 9 16 -12 26 13 -15 29 -17 -18 -19 25 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-34.084241824921691 49.587812440053561 -15978.478662760417 5953.1707518328139 -9156.6554532323171 -66286.384767691809 -26681.548882320756 -5859.4501646103672 -11846.575006537099 -76496.22216796875 -9807.8059295654293 -19131.249331939973 45510.726583738251 -10052.278447553444 360.78110579854894 9067.2026630742967 -35264.420978217975 71811.36280205306 504.93182129984274 121012.73700000002 24215.868306012839 -73080.982948133678 73538.41711542038 -52522.498807198659 15715.414306301544 178405.82355468752 23763.865820312501 8606.5803454865363 69781.303376116077 -35916.962304687499 44922.492279829545
leaf_weight=1892492 2105861 75 1319 1721 189 141 1389 549 80 56 444 123 2532 6860 1788 730 43 55450 25 70 72 21 252 216 20 44 1080 28 24 110
leaf_count=1892492 2105861 75 1319 1721 189 141 1389 549 80 56 444 123 2532 6860 1788 730 43 55450 25 70 72 21 252 216 20 44 1080 28 24 110
internal_value=0 29.5713 4773.2 26.5378 -628.904 -3455.5 -10697.4 -30500.6 -1655.11 -19382.5 -27889.3 2605.77 -488.66 -2446.49 8529.44 -25212.5 25642.9 157.176 -7577.71 -9472.84 13176.9 -14029.7 -42267.2 31771.4 61161.9 58999 12379.8 115042 15162.2 11145.2
internal_weight=0 2.18131e+06 1394 2.17992e+06 74057 16114 4683 1468 3215 623 524 2592 11431 9392 2039 1279 99 57943 2493 2424 406 2018 297 334 118 69 1203 48 45 1898
internal_count=4073804 2181312 1394 2179918 74057 16114 4683 1468 3215 623 524 2592 11431 9392 2039 1279 99 57943 2493 2424 406 2018 297 334 118 69 1203 48 45 1898
is_linear=0
shrinkage=0.1


Tree=3783
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 7 0 0 6 4 6 0 6 0 4 4 0 6 6 6 1 0 1 6 4 4 0 0 0
split_gain=4.15278e+11 4.38784e+12 1.73301e+13 1.5503e+13 9.82092e+12 8.53036e+12 1.68562e+13 1.77764e+13 1.36043e+13 1.35954e+13 1.77047e+13 3.02371e+13 1.58248e+13 2.17387e+13 1.92696e+13 1.51902e+13 1.38699e+13 1.29761e+13 1.2563e+13 1.1926e+13 2.44389e+13 3.02344e+13 1.36747e+13 1.23143e+13 3.15046e+13 2.27981e+13 3.14993e+13 2.91956e+13 1.96459e+13 1.32321e+13
threshold=87.395000000000024 1.5000000000000002 55.633951400000008 55.696737300000009 55.520061350000013 43.862029600000007 6.0000000000000009 59.882709350000006 56.309668500000008 96.050000000000011 11.500000000000002 101.02000000000002 56.850115550000005 189.00000000000003 57.174562350000009 8.5000000000000018 17.500000000000004 60.034792100000011 142.05000000000004 168.45000000000002 122.65000000000002 30.370944000000005 59.990753350000013 30.345769800000003 96.050000000000011 7.5000000000000009 9.5000000000000018 56.342669500000007 59.838047850000002 57.670849000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 -8 -7 12 -12 13 15 -14 -11 -13 19 -18 20 22 -22 23 24 -5 29 -27 -28 -29 -25
right_child=1 -3 3 5 -6 9 7 -9 -10 10 11 16 14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=8.0042954510119646 -5234.4309316672798 -170.17651030627417 90350.129622395849 -47314.142008505063 -70088.98966064454 -34593.591513671876 -59298.041699218753 -100296.85975 48687.245539202013 -37068.598028157554 142630.76029829547 50782.388143484939 104850.16557829484 10857.523125507307 -9508.793254573171 -134209.34294211649 -53448.04809827303 -54670.328190104163 40190.937341043231 -7807.76901746152 29313.435680042618 163735.91319444447 55458.760775824652 38249.181097044428 31342.645039799532 -106212.51150568182 134480.64859375 -70039.343218122216 18400.250184106044 110155.29115287164
leaf_weight=3832905 861 238498 24 98 24 100 20 25 28 60 22 56 23 77 41 22 38 24 23 134 44 27 90 83 106 22 20 28 244 37
leaf_count=3832905 861 238498 24 98 24 100 20 25 28 60 22 56 23 77 41 22 38 24 23 134 44 27 90 83 106 22 20 28 244 37
internal_value=0 -127.355 4126.22 10617.4 -6993.2 9334.88 14399 -31919.7 3693.38 -1955.2 7060.93 35072.3 -10399.1 -27300 31589 -63130.7 14847.7 17932.2 -18141.5 19799.8 24429.8 80431.8 18968.1 13820.5 -6443.46 23345.4 9176.74 17870.5 9296.17 60420.2
internal_weight=0 240899 2401 1516 885 1492 1030 73 48 462 362 139 223 159 64 82 117 957 61 933 799 71 728 638 204 434 314 292 272 120
internal_count=4073804 240899 2401 1516 885 1492 1030 73 48 462 362 139 223 159 64 82 117 957 61 933 799 71 728 638 204 434 314 292 272 120
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=31
num_cat=0
split_feature=6 0 1 1 0 5 0 0 5 1 4 3 0 5 0 3 1 4 0 0 4 0 5 0 1 5 0 0 0 0
split_gain=3.9482e+11 1.00683e+12 1.11634e+12 3.11321e+12 3.78949e+12 5.2978e+12 1.86879e+13 8.49688e+12 8.18453e+12 5.21373e+12 4.71934e+12 2.61298e+12 2.35681e+12 8.44694e+12 4.30084e+12 5.00849e+12 4.13615e+12 3.13694e+12 2.52298e+12 8.90984e+12 6.79265e+12 1.72322e+13 9.99777e+12 4.48545e+12 5.11209e+12 5.17676e+12 3.93391e+12 3.65002e+12 4.60144e+12 7.5991e+12
threshold=247.90000000000001 63.565651350000003 37.131181300000009 36.555998300000006 60.028671700000011 4.5000000000000009 57.719618750000002 59.764576050000009 2.5000000000000004 30.370944000000005 9.5000000000000018 3.5000000000000004 57.670849000000011 3.5000000000000004 57.205086850000008 2.5000000000000004 59.317422600000008 24.500000000000004 56.818587550000011 56.850115550000005 7.5000000000000009 57.14107305000001 2.5000000000000004 56.520242650000007 60.66055595000001 2.5000000000000004 56.309668500000008 56.262014700000009 56.148747500000006 56.020150250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 9 10 -9 -2 14 16 17 -16 -14 18 23 -20 21 -21 -22 26 25 -25 27 28 29 -4
right_child=1 -3 12 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.87190372211781197 -56356.895742187502 22430.499884588069 655.4682656262504 42469.234205163048 28694.760107421876 34710.452656250003 -100356.09568452381 -48532.56125372024 74124.689579264319 44361.787941576091 17743.062926136365 -6934.5265625000002 -22315.346420599493 -66292.095198567709 59203.006770833337 -5912.2165922619051 16844.210872395834 -34740.001468750001 -67613.269856770843 18669.26765294229 -21051.771386718752 -98653.302790178568 53137.536618589744 11529.803453480114 -14552.880019531251 79381.399740998648 -27446.851993815108 36126.706250000003 -37890.203671875002 38259.834881036935
leaf_weight=4070611 20 22 2343 23 48 20 21 21 24 23 22 23 49 24 27 21 60 25 24 31 34 21 39 22 20 23 48 30 30 55
leaf_count=4070611 20 22 2343 23 48 20 21 21 24 23 22 23 49 24 27 21 60 25 24 31 34 21 39 22 20 23 48 30 30 55
internal_value=0 1111.55 963.644 7447.83 3819.48 -3042.67 -34470 6645.45 24116.4 5931.59 -14624.1 -29921.7 420.71 -12585 1040.03 30715.1 -759.627 521.123 845.214 -11806 -1090.95 -28711 18583.6 1578.4 27513.4 46209.5 905.706 1459.38 1031.03 1517.95
internal_weight=0 3193 3171 245 222 174 41 133 90 66 43 43 2926 133 2793 48 109 2745 2720 149 125 52 73 2571 65 45 2506 2458 2428 2398
internal_count=4073804 3193 3171 245 222 174 41 133 90 66 43 43 2926 133 2793 48 109 2745 2720 149 125 52 73 2571 65 45 2506 2458 2428 2398
is_linear=0
shrinkage=0.1


Tree=3785
num_leaves=31
num_cat=0
split_feature=3 1 6 6 7 0 6 3 1 4 5 6 6 6 6 6 6 6 0 0 6 0 1 0 5 5 4 6 5 4
split_gain=3.94812e+11 6.18341e+12 1.87087e+13 4.63203e+12 1.09389e+13 5.46924e+12 4.60011e+12 3.8662e+12 5.18745e+12 2.11727e+13 1.62548e+13 5.72184e+13 1.16645e+13 7.35082e+12 9.39108e+12 5.18672e+12 1.12892e+13 5.07627e+12 1.74336e+13 1.32449e+13 5.29381e+12 5.04184e+12 8.44725e+12 6.05674e+12 1.18443e+13 7.40618e+12 5.03809e+12 1.37199e+13 1.0182e+13 3.14179e+13
threshold=23.500000000000004 30.260128500000004 99.050000000000011 68.00500000000001 6.0000000000000009 60.002985000000002 38.205000000000005 24.500000000000004 30.362494150000003 24.500000000000004 2.5000000000000004 59.815000000000005 87.395000000000024 91.02500000000002 79.710000000000022 52.015000000000008 40.905000000000008 66.010000000000005 60.01610465000001 60.064438250000002 61.025000000000006 45.029425500000009 39.008519500000006 45.015054600000006 1.5000000000000002 1.5000000000000002 26.500000000000004 47.805000000000007 1.5000000000000002 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 3 6 5 -5 -2 8 9 10 11 15 -12 14 17 16 -3 20 -19 -20 -11 22 -10 25 -25 -24 -23 -28 29 -29
right_child=1 7 -4 4 -6 -7 -8 -9 21 13 12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 26 23 24 -26 -27 27 28 -30 -31
leaf_value=-2.6120916629261082 397.86301020277733 162.55820312500001 -82757.046429443362 10025.845800781251 -14826.676480263159 78494.200229753769 -14766.17030327025 -280.79237704213284 -30637.013817804513 -836.06036394097828 -71597.151190476186 156931.78343349361 35111.506337890627 55730.637180397731 -50416.71802884616 -19214.533635602678 66909.334010416671 -45296.078355823869 120747.6310267857 8434.8444475446431 -53709.560698242189 221.38413081376035 39999.506792902546 5863.9494315011161 97843.352064732157 -6459.8950969416919 -5862.042598306698 129453.27820963541 10772.210830472242 2233.1618998579547
leaf_weight=4045324 382 58 32 20 57 28 420 17127 33 356 21 39 20 22 39 28 45 22 21 21 20 8020 59 28 28 82 548 30 819 55
leaf_count=4045324 382 58 32 20 57 28 420 17127 33 356 21 39 20 22 39 28 45 22 21 21 20 8020 59 28 28 82 548 30 819 55
internal_value=0 371.024 -7608.95 -4957.63 14792.7 49965.7 -7543.4 643.098 2162.54 10401.2 36973.3 50604 -19544.1 -789.797 -3385.73 18949.2 29323.8 782.931 26817.5 64591.2 -3648.48 1557.93 16187.1 24030.8 51853.7 12980.6 1202.7 6622.91 14191.2 47134.4
internal_weight=0 28480 939 907 105 48 802 27541 10414 712 211 170 41 501 479 131 103 440 64 42 376 9702 230 197 56 141 9472 1452 904 85
internal_count=4073804 28480 939 907 105 48 802 27541 10414 712 211 170 41 501 479 131 103 440 64 42 376 9702 230 197 56 141 9472 1452 904 85
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=31
num_cat=0
split_feature=4 7 3 1 6 1 6 1 1 0 6 0 4 0 0 4 1 2 1 1 6 1 6 1 1 6 1 1 0 1
split_gain=4.06767e+11 8.14043e+12 2.31039e+13 2.30674e+13 2.55996e+13 5.06478e+13 2.36427e+13 3.32995e+13 4.648e+13 3.05502e+13 2.29641e+13 2.23575e+13 4.60508e+13 1.6056e+14 4.56525e+13 7.12276e+13 1.13959e+14 5.46265e+13 5.23649e+13 6.60909e+13 4.21052e+13 4.17573e+13 3.94439e+13 3.23307e+13 3.1117e+13 6.71993e+13 6.00617e+13 4.75327e+13 8.10183e+13 5.6556e+13
threshold=21.500000000000004 6.0000000000000009 2.5000000000000004 30.157841000000001 97.020000000000024 60.590708550000009 99.050000000000011 38.97264950000001 37.600779750000008 55.768246800000007 57.410000000000004 55.721784200000009 24.500000000000004 55.649510000000014 55.702806750000008 25.500000000000004 37.897576350000001 75.000000000000014 37.563506350000004 37.740454950000007 49.485000000000007 82.963919600000011 63.005000000000003 37.957884500000006 37.442254400000003 67.00500000000001 37.290808600000013 37.618684050000006 55.660117850000006 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 -2 12 13 21 -14 16 18 -18 20 22 -16 -3 -20 24 25 26 -15 -26 -29 -30
right_child=1 11 -4 4 5 -7 7 -9 -10 -11 -12 -13 14 23 15 -17 17 -19 19 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=10.466867953270171 -637.43906250000009 1548.789529765718 -365.52291346064249 -4684.8796662662526 -123641.7456912879 52056.820691634668 -127326.52172475963 -83833.485353496289 35936.370841550364 -24906.208460427992 145876.89136718749 -593.27453818181402 332.1971116337408 50622.473782026398 133504.46225428427 5338.5601900883366 -29100.295116799978 52328.63009741006 -72115.796332046331 -30962.633271540028 -34130.042995689662 25630.819381078603 -189798.17441406252 -4958.5082340173558 86440.803681858335 67903.580665232032 -19180.10947940957 -79630.853036221597 77262.421662896799 26926.507956315701
leaf_weight=3671018 23 35333 138322 8623 33 66 39 101 103 115 20 141472 71193 161 31 1316 126 238 259 1009 29 735 32 342 157 167 526 66 253 1896
leaf_count=3671018 23 35333 138322 8623 33 66 39 101 103 115 20 141472 71193 161 31 1316 126 238 259 1009 29 735 32 342 157 167 526 66 253 1896
internal_value=0 -95.3957 -687.001 -5561.21 -5907.25 -28971.8 -42649.3 -35183.5 -16064.2 -50843.8 67508.8 246.223 1289.22 4041.36 -180.253 -12181.2 -25554.7 24141.7 -38855.9 -43071.4 52481.1 2039.54 -85056.8 24277.2 27376.6 11008.6 -2821.72 33269.7 29500.9 32852.5
internal_weight=0 402786 147445 9123 9080 457 391 358 257 154 43 255341 113869 39636 74233 3040 1724 364 1360 1300 60 36068 291 3568 3226 854 687 2372 2215 2149
internal_count=4073804 402786 147445 9123 9080 457 391 358 257 154 43 255341 113869 39636 74233 3040 1724 364 1360 1300 60 36068 291 3568 3226 854 687 2372 2215 2149
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 2 1 6 1 1 4 4 6 6 1 3 4 7 7 2 3 6 1 1 4 1 4 5 3 4
split_gain=4.98432e+11 1.49351e+13 5.99004e+13 3.58008e+13 4.1832e+13 3.44351e+13 5.09353e+13 2.78739e+13 3.40083e+13 3.51582e+13 4.09668e+13 2.67657e+13 2.95411e+13 2.29476e+13 5.56371e+13 2.14105e+13 2.02648e+13 2.53268e+13 1.90986e+13 1.8999e+13 3.52966e+13 3.1234e+13 2.82047e+13 3.00349e+13 4.86446e+13 3.39658e+13 3.59104e+13 3.67251e+13 2.78563e+13 2.42078e+13
threshold=55.93962770000001 55.972700350000004 37.71815560000001 36.865631950000008 3.5000000000000004 2865.5000000000005 37.873748150000004 90.045000000000016 37.649344350000007 37.475446350000006 15.500000000000002 17.500000000000004 95.045000000000016 84.00500000000001 37.804148700000006 4.5000000000000009 16.500000000000004 6.0000000000000009 6.0000000000000009 75.000000000000014 2.5000000000000004 52.015000000000008 37.234509300000006 37.318079750000003 7.5000000000000009 37.517483500000004 10.500000000000002 2.5000000000000004 14.500000000000002 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 -2 7 6 13 19 9 -9 -11 12 -12 -4 -15 -6 17 -8 -18 20 21 -5 -21 -24 -25 28 -27 -28 -26 -22
right_child=1 -3 5 4 15 -7 16 8 -10 10 11 -13 -14 14 -16 -17 18 -19 -20 22 29 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-22.687584826371101 -27516.566127689552 13.022295364743536 -8446.2947792588784 -1314.8612189797796 26309.275292968752 -17163.10423385158 5036.0797155253094 -64122.831012228264 -124425.99864583334 152767.11619233631 -105623.20001220703 79639.506250000006 42955.310461956527 -87034.605211950242 46368.416903409088 113451.66501588983 16080.487222033245 -32140.590586853028 74986.890769001591 70851.108677375174 -20347.068552322125 75676.470665495988 -4091.0403858735103 4298.170129196973 22618.815651040975 -81737.632173295468 36811.20912694632 94099.121063891085 -20487.868742982784 9142.1972024303141
leaf_weight=2867466 244 1190251 2607 102 54 1320 4020 69 30 21 32 26 23 108 44 59 820 192 59 87 578 109 818 1761 1465 22 574 139 167 537
leaf_count=2867466 244 1190251 2607 102 54 1320 4020 69 30 21 32 26 23 108 44 59 820 192 59 87 578 109 818 1761 1465 22 574 139 167 537
internal_value=0 53.9284 3080.5 10106.4 11482.1 -2219.2 293.663 10443 -26221.3 -8992.45 28301.6 -3967.2 -43490.4 -10648.4 -48417.9 71808.4 6223.59 3341.42 20034.4 11601.9 952.771 38457.9 14407.5 13414.7 16883.6 26246.8 44096.8 47979.5 18207.8 -6144.62
internal_weight=0 1.20634e+06 16087 6917 6673 9170 7850 6560 201 171 102 81 55 2759 152 113 5091 4212 879 6359 1326 211 5033 4946 4128 2367 735 713 1632 1115
internal_count=4073804 1206338 16087 6917 6673 9170 7850 6560 201 171 102 81 55 2759 152 113 5091 4212 879 6359 1326 211 5033 4946 4128 2367 735 713 1632 1115
is_linear=0
shrinkage=0.1


Tree=3788
num_leaves=31
num_cat=0
split_feature=0 4 4 6 1 1 6 6 6 1 0 0 1 1 0 0 7 5 0 6 3 0 5 3 6 5 5 0 0 0
split_gain=4.22986e+11 3.94749e+12 1.57116e+13 4.29118e+13 2.47172e+13 1.19767e+14 6.80022e+13 6.3406e+13 4.95465e+13 5.95573e+13 4.22208e+13 4.20753e+13 4.00877e+13 1.0581e+14 9.87644e+13 6.93349e+13 6.54089e+13 4.8597e+13 3.86237e+13 3.90896e+13 3.80159e+13 3.51267e+13 5.35604e+13 3.49539e+13 3.63167e+13 4.96778e+13 3.33622e+13 4.0154e+13 6.29476e+13 3.33351e+13
threshold=56.067362750000008 13.500000000000002 12.500000000000002 31.995000000000001 30.438492500000006 30.472130500000002 66.010000000000005 74.615000000000009 62.375000000000007 30.303340300000002 59.939085000000013 60.064438250000002 30.362494150000003 30.330566300000005 59.963561900000009 59.963561900000009 6.0000000000000009 1.5000000000000002 59.990753350000013 48.945000000000007 7.5000000000000009 59.950512650000007 1.5000000000000002 10.500000000000002 61.025000000000006 2.5000000000000004 1.5000000000000002 59.933037250000005 59.91832440000001 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 23 10 29 26 -8 13 14 21 17 18 -15 19 -17 -16 -12 -23 24 25 -6 27 28 -5 -10
right_child=1 -3 3 4 5 -7 11 -9 9 -11 12 -13 -14 15 20 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19.78085594444083 109.4843789125282 -217.19083372536181 -18567.621985057485 975.17247562273178 44390.32538906749 2403.6253408862699 -9463.2639652035068 215147.34921875002 126647.35947916667 16598.862641534939 -30217.340923985426 -148195.77329545454 -14633.793917747742 54380.748500000002 -7146.422965519494 87161.370542279416 15377.407930395419 251554.69775000002 -21148.470052083336 231681.70043945312 13840.72638422477 -21977.21244419643 -168234.67116935484 4279.7631976476014 90544.420096072645 -49443.846597782263 33526.159006607384 30319.569850758755 -145791.93208333335 27263.917607060186
leaf_weight=2958794 730699 365065 880 1128 627 4712 3461 20 90 513 123 22 1496 25 2059 85 538 25 24 24 1486 42 62 271 148 62 705 534 30 54
leaf_count=2958794 730699 365065 880 1128 627 4712 3461 20 90 513 123 22 1496 25 2059 85 538 25 24 24 1486 42 62 271 148 62 705 534 30 54
internal_value=0 52.4905 183.768 3004.06 4037.66 9410.35 1532.75 38679.6 6105.48 32550.6 4033.64 -10339.6 -455.285 4265.63 -2443.66 39366.1 30901 152968 93695.6 118982 1651.01 -66389.1 -109169 35494.2 45600.7 35946.6 15249.4 7634.09 -2827.08 89378.6
internal_weight=0 1.11501e+06 749945 19246 18366 5840 12526 1128 9043 657 8386 3483 5989 4493 3772 721 671 50 133 109 3545 227 104 1108 837 689 2397 1692 1158 144
internal_count=4073804 1115010 749945 19246 18366 5840 12526 1128 9043 657 8386 3483 5989 4493 3772 721 671 50 133 109 3545 227 104 1108 837 689 2397 1692 1158 144
is_linear=0
shrinkage=0.1


Tree=3789
num_leaves=31
num_cat=0
split_feature=0 3 0 1 6 6 5 6 0 1 0 6 6 1 0 6 4 6 7 6 4 6 4 6 3 0 4 6 3 6
split_gain=4.11019e+11 5.7901e+12 1.27234e+13 9.81621e+12 1.49364e+13 3.98076e+13 2.05282e+13 1.67012e+13 1.85806e+13 1.5288e+13 1.86171e+13 1.44421e+13 2.69302e+13 2.13277e+13 1.40825e+13 1.17212e+13 1.12443e+13 2.24961e+13 2.3362e+13 4.48612e+13 2.36939e+13 2.22445e+13 2.7476e+13 1.94754e+13 1.45411e+13 1.64008e+13 1.11701e+13 1.25809e+13 9.99819e+12 9.46767e+12
threshold=60.002985000000002 5.5000000000000009 60.05226170000001 30.242318500000007 63.855000000000011 71.715000000000018 2.5000000000000004 62.375000000000007 60.028671700000011 30.226173900000003 60.028671700000011 168.45000000000002 130.05000000000004 30.303340300000002 60.034792100000011 65.410000000000011 12.500000000000002 42.875000000000007 6.0000000000000009 45.005000000000003 7.5000000000000009 60.005000000000003 14.500000000000002 60.305000000000007 1.5000000000000002 60.01610465000001 24.500000000000004 55.015000000000008 3.5000000000000004 94.02500000000002
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 4 6 9 7 16 -9 10 15 12 -5 -14 -11 -6 17 -2 24 -20 -21 26 -23 -22 25 -19 -18 -28 -15 -7
right_child=1 -3 -4 11 5 29 -8 8 -10 14 -12 -13 13 28 -16 -17 21 18 19 20 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.3878523581099689 -5425.6662001389732 -501.54229217346739 -121.13440903055715 3445.1263942131768 -73541.589305719346 5401.4376883637033 35847.835928013395 115643.3553485577 13632.846508574905 -3487.9739043382115 -94416.956708627593 -65650.11281250001 -45316.937194293481 46819.536630120798 -77239.336686197916 -18271.253051933454 -3519.8652188604829 93985.074299172789 108423.03667346016 -60450.454782196975 20411.268318599235 -109233.2304505814 -9672.599930513823 103872.26543598791 -3287.296034153444 12823.03039734543 7379.629784478082 59999.722228534403 118841.9110054348 -10707.323842555455
leaf_weight=3915450 858 72325 58533 19459 53 1047 175 26 57 189 68 30 23 119 30 139 3055 34 69 33 285 43 78 31 507 93 360 52 23 560
leaf_count=3915450 858 72325 58533 19459 53 1047 175 26 57 189 68 30 23 119 30 139 3055 34 69 33 285 43 78 31 507 93 360 52 23 560
internal_value=0 157.946 712.38 2486.75 -504.475 -7754.06 2122.81 1065.31 45587.9 -33056.7 -49452.9 3680.26 3786.25 44015.8 -13590.9 -33528.2 393.18 6591.48 16392.5 34745.4 20178.8 -2906.36 -45053.7 28598.9 4292.39 34551.5 -1435.4 14021 58485.1 -212.07
internal_weight=0 158354 86029 27496 7842 2086 5756 5581 83 479 260 19654 19624 165 219 192 5498 1910 1052 418 349 3588 121 316 634 127 3467 412 142 1607
internal_count=4073804 158354 86029 27496 7842 2086 5756 5581 83 479 260 19654 19624 165 219 192 5498 1910 1052 418 349 3588 121 316 634 127 3467 412 142 1607
is_linear=0
shrinkage=0.1


Tree=3790
num_leaves=31
num_cat=0
split_feature=3 1 6 6 7 6 1 1 3 0 6 6 0 1 1 4 0 6 1 2 0 6 0 6 6 1 3 0 7 4
split_gain=4.08812e+11 4.91804e+12 1.51589e+13 3.78523e+12 6.54703e+12 4.53517e+12 3.44088e+12 5.10994e+12 6.64607e+12 4.06352e+12 8.65261e+12 1.41708e+13 1.45706e+13 9.6953e+12 8.71449e+12 1.00652e+13 9.70528e+12 8.46323e+12 1.0788e+13 9.00593e+12 8.14016e+12 8.01302e+12 7.23967e+12 7.03473e+12 1.42942e+13 6.49207e+12 7.85638e+12 5.34315e+12 5.0884e+12 4.86703e+12
threshold=23.500000000000004 30.260128500000004 99.050000000000011 66.990000000000023 6.0000000000000009 57.995000000000012 82.956351500000011 82.973036600000015 25.500000000000004 55.595177750000005 75.605000000000004 81.02500000000002 55.568628050000008 82.901648750000021 38.999037500000007 32.500000000000007 47.139841100000005 51.015000000000008 37.442254400000003 75.000000000000014 55.554045200000012 48.025000000000013 45.097384400000003 93.050000000000011 94.02500000000002 37.534144550000008 30.500000000000004 55.539595350000006 6.0000000000000009 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 9 8 -8 10 14 13 20 -12 15 17 22 18 -3 21 -13 -20 -16 -22 -25 -19 -27 -21 -15 -29
right_child=1 6 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 28 16 -17 -18 25 19 27 23 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-2.6579989795434691 -4304.2763589584247 52294.647536705284 -74383.285888671875 37946.523835358799 -10049.145455729167 -29698.398152792764 10712.027210023107 8.5842955963887579 53581.671777343756 1117.356140438276 17401.223556371227 68.468113587092304 -59970.755633223685 108013.2825 9965.0847602643953 1850.6005674427954 -3153.4366285115862 14960.885958614865 -53393.008898925786 -8014.7041185722983 10828.203170955883 -8704.617562040441 71549.339179687508 107967.088875 -3945.6997395833337 -31832.008727828164 24779.092300180288 64695.402265625009 40921.749068509613 7226.9257690429695
leaf_weight=4045324 715 29 32 54 60 78 377 527 40 20030 145 1282 38 20 419 464 2986 37 76 244 119 85 20 25 21 429 26 20 26 56
leaf_count=4045324 715 29 32 54 60 78 377 527 40 20030 145 1282 38 20 419 464 2986 37 76 244 119 85 20 25 21 429 26 20 26 56
internal_value=0 377.544 -6739.23 -4352.67 12685.6 -6802.06 620.188 6553.2 14824.2 409.609 -1749.09 4451.77 1154.05 30091.1 -3873.94 -10325.8 -1112.35 -15964.4 -6937.62 -10508.8 2759.26 -29799.8 12770.7 23665.9 56876.5 -25321.4 -28597.1 -803.037 70092 22350.2
internal_weight=0 28480 939 907 114 793 27541 944 417 26597 6567 1676 1485 191 4891 1466 3425 1002 510 481 1447 161 439 165 46 492 455 320 46 76
internal_count=4073804 28480 939 907 114 793 27541 944 417 26597 6567 1676 1485 191 4891 1466 3425 1002 510 481 1447 161 439 165 46 492 455 320 46 76
is_linear=0
shrinkage=0.1


Tree=3791
num_leaves=31
num_cat=0
split_feature=4 5 6 0 0 1 1 0 1 1 4 4 2 4 4 0 4 7 4 4 1 4 6 3 0 6 1 0 6 7
split_gain=3.97395e+11 7.32417e+12 2.0864e+13 2.12092e+13 6.17557e+13 5.05769e+13 2.96367e+13 2.77894e+13 2.60221e+13 2.56804e+13 3.54669e+13 4.55772e+13 4.63048e+13 4.52183e+13 3.70984e+13 3.37726e+13 2.47837e+13 2.34754e+13 3.84817e+13 2.86928e+13 2.3011e+13 2.26994e+13 2.25839e+13 2.23286e+13 2.20944e+13 4.93478e+13 2.76985e+13 2.07709e+13 2.06666e+13 2.61856e+13
threshold=14.500000000000002 1.5000000000000002 50.010000000000012 59.982409200000006 59.882709350000006 37.503969450000007 30.438492500000006 60.01610465000001 37.488790500000007 37.534144550000008 16.500000000000004 27.500000000000004 75.000000000000014 26.500000000000004 23.500000000000004 55.768246800000007 22.500000000000004 6.0000000000000009 18.500000000000004 24.500000000000004 92.791023150000015 34.500000000000007 46.805000000000007 1.5000000000000002 59.990753350000013 43.905000000000008 30.303340300000002 55.554045200000012 43.205000000000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 16 -3 10 -7 12 13 14 15 -12 24 18 -10 22 -11 -13 -20 -8 -5 -26 -27 -19 -2 -30
right_child=1 2 -4 7 6 9 23 -9 17 20 11 21 -14 -15 -16 -17 -18 27 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-20.3522178031102 109.68722072247613 8281.7917312304326 102.93024045602226 58381.581197307096 -5676.2822692705695 29169.003710937501 50276.45744900174 3414.3926755579446 -476.94226136818907 1010.716911644673 -42397.624555495691 108252.5627025463 25760.727471454331 -203170.93894230772 43655.295822579523 -140408.1505164195 7461.7620822055178 37680.115080465148 89008.873155691967 48795.675409084419 16496.660936233351 -25408.468033854166 214955.34850260417 -30047.044828330952 -34756.910205078129 67199.606583658853 -11473.550150486681 -5973.38343271752 -2479.5822504065886 488.07991480411175
leaf_weight=2859571 433996 6663 598646 259 2214 95 36 2439 78 40197 87 27 52 26 28 59 587 217 35 82 983 24 24 895 112 168 61 219 77800 48124
leaf_count=2859571 433996 6663 598646 259 2214 95 36 2439 78 40197 87 27 52 26 28 59 587 217 35 82 983 24 24 895 112 168 61 219 77800 48124
internal_value=0 47.9303 275.125 2126.92 1611.68 2485.34 -11971.2 9521.64 10151.4 1136.05 -24143.6 -40858.7 -58306.4 -80163.9 -61783.5 -82004.6 22070.6 29170.5 55882.6 87060.2 1380.38 45353.3 140241 -26941.1 36362.8 19638.9 46243 15753.2 -217.566 -1345.44
internal_weight=0 1.21423e+06 654313 55667 52041 48896 3145 3626 7318 41578 398 303 252 200 174 146 1187 655 219 141 41180 51 59 931 600 341 229 436 559920 125924
internal_count=4073804 1214233 654313 55667 52041 48896 3145 3626 7318 41578 398 303 252 200 174 146 1187 655 219 141 41180 51 59 931 600 341 229 436 559920 125924
is_linear=0
shrinkage=0.1


Tree=3792
num_leaves=31
num_cat=0
split_feature=0 3 0 2 4 1 1 0 6 0 6 4 5 1 6 7 4 4 0 6 6 4 6 1 6 0 6 6 7 4
split_gain=4.30495e+11 2.39355e+12 9.19972e+12 1.8699e+13 2.12852e+13 1.82152e+13 2.69035e+13 3.17659e+13 2.67938e+13 1.55828e+13 3.57673e+13 3.43978e+13 4.2353e+13 2.99677e+13 4.13193e+13 1.43065e+13 1.38215e+13 1.36152e+13 1.33518e+13 3.18406e+13 3.55034e+13 1.39013e+13 1.31522e+13 1.4619e+13 2.21947e+13 2.09237e+13 1.32468e+13 2.40622e+13 1.46771e+13 1.44405e+13
threshold=54.94110555000001 2.5000000000000004 54.724612400000005 7884.5000000000009 4.5000000000000009 20.507515800000004 65.64204770000002 54.762682300000009 149.05000000000004 54.73499850000001 94.02500000000002 9.5000000000000018 2.5000000000000004 20.507515800000004 75.010000000000005 6.0000000000000009 8.5000000000000018 9.5000000000000018 54.707511300000007 118.04500000000002 120.05000000000001 5.5000000000000009 43.905000000000008 83.000013850000016 114.05000000000001 54.86311005000001 60.305000000000007 61.025000000000006 6.0000000000000009 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 18 -4 5 -5 7 8 -7 10 11 12 -6 14 -14 -13 -12 -18 -1 -20 -21 -22 -8 24 -24 26 -25 -28 29 -29
right_child=-2 -3 3 4 9 6 22 -9 -10 -11 16 15 13 -15 -16 -17 17 -19 19 20 21 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=172.17248137371132 -22.268975426339594 -35.460487702453655 -697.8600065383331 -10362.15147276567 17717.891956781459 61924.156255204551 3006.0546271914532 -35479.132214355472 -48541.273958333331 954.57856161748191 -96220.578723958344 -37715.313194182985 6045.4842684659088 39100.949286511481 167785.92339913506 7004.4630865973395 15832.385554108796 -55858.911508413468 -8273.7746861080377 146384.00839120371 43519.509701135023 -44636.736588541673 28430.773080672883 24149.262816903836 -24167.275220558862 -27865.909889322917 -105909.33164062501 -25066.860407785269 -67102.571897536065 25626.106060517726
leaf_weight=318709 2772653 947177 14982 386 432 258 1554 48 24 11611 30 83 22 98 56 518 54 52 3032 27 53 27 908 446 88 150 21 78 26 201
leaf_count=318709 2772653 947177 14982 386 432 258 1554 48 24 11611 30 83 22 98 56 518 54 52 3032 27 53 27 908 446 88 150 21 78 26 201
internal_value=0 47.4535 269.318 1882.93 4138.26 10335.7 12437.1 39722.6 52522.8 2134.94 12324.6 17794 34564.2 75914.2 122167 828.521 -36296.6 -19336.9 108.252 -6381.77 47230.9 13766.8 9843.72 15383.7 23783.6 6309.71 12950.1 -2371.57 4757.26 11453.9
internal_weight=0 1.30115e+06 353974 32126 17144 4188 3802 330 282 12956 1345 1209 608 176 78 601 136 106 321848 3139 107 80 3472 1918 996 922 772 326 305 279
internal_count=4073804 1301151 353974 32126 17144 4188 3802 330 282 12956 1345 1209 608 176 78 601 136 106 321848 3139 107 80 3472 1918 996 922 772 326 305 279
is_linear=0
shrinkage=0.1


Tree=3793
num_leaves=31
num_cat=0
split_feature=4 3 6 5 6 1 0 6 6 1 0 6 6 6 2 0 0 7 1 1 7 6 0 6 6 1 6 1 1 0
split_gain=4.16878e+11 7.2805e+12 8.64099e+12 1.77888e+13 1.20791e+13 1.2061e+13 1.77265e+13 1.46003e+13 2.47343e+13 1.31614e+13 1.89326e+13 2.01989e+13 2.1092e+13 1.6506e+13 1.51089e+13 1.33202e+13 1.22163e+13 2.48661e+13 2.58339e+13 2.40271e+13 2.1817e+13 3.14943e+13 2.75914e+13 1.65937e+13 7.30872e+13 3.47005e+13 3.2566e+13 2.16953e+13 1.63382e+13 1.44318e+13
threshold=4.5000000000000009 3.5000000000000004 63.855000000000011 2.5000000000000004 62.375000000000007 37.957884500000006 59.939085000000013 84.00500000000001 75.010000000000005 38.999037500000007 54.724612400000005 73.00500000000001 92.02500000000002 70.00500000000001 2828.5000000000005 57.57007620000001 55.759969450000007 6.0000000000000009 30.260128500000004 30.303340300000002 6.0000000000000009 81.705000000000013 44.895258050000002 75.605000000000004 79.710000000000022 30.410676000000006 65.805000000000021 30.509101000000005 37.46219940000001 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 -8 -7 14 13 -13 -12 -11 -14 20 18 -18 -20 21 22 -4 25 -25 26 -21 -26 -27 -19
right_child=-2 2 3 -5 -6 9 7 -9 -10 10 11 12 15 -15 -16 -17 17 29 19 23 -22 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=40.795847045545898 9.9367197548210804 -875.36129346563814 61409.44822503168 -1742.7255908323386 17524.019189183357 -49610.812022222475 -28563.479024790573 40201.542812500003 -150047.05550595239 63565.395373535161 -35589.841377690158 16754.181299603177 -113894.69049479168 -97068.942286931822 -7283.3438279131224 -4839.4652715773809 127183.36855468751 -9128.2966884655889 -68829.470284598225 72894.987462797624 37521.16888469828 -121214.2746685606 -39530.881282874383 232084.94523437499 59935.678431919652 92924.533418367355 -70618.250238037115 -54959.338396990745 7928.1670944940479 -97989.191236413055
leaf_weight=325368 3715317 24854 37 6015 362 129 83 20 21 32 212 126 24 55 507 21 24 89 28 21 58 33 101 20 42 49 64 27 42 23
leaf_count=325368 3715317 24854 37 6015 362 129 83 20 21 32 212 126 24 55 507 21 24 89 28 21 58 33 101 20 42 49 64 27 42 23
internal_value=0 -102.983 -1515.5 -4400.76 -611.22 -12869 -3363.72 -38046.2 -53093.8 -19589.8 -15625.9 -31068.3 -4234.35 -48254.1 -3077.11 -63002.3 3172.19 13127.3 27437.8 19267.5 -15477.3 -33453.5 -12467.2 28575.9 63765.1 10781.3 -35162 14976.8 53695.4 -27376.5
internal_weight=0 358487 33119 7903 25216 1888 782 124 104 1106 977 438 171 267 539 45 658 429 317 293 229 171 138 265 89 176 85 69 91 112
internal_count=4073804 358487 33119 7903 25216 1888 782 124 104 1106 977 438 171 267 539 45 658 429 317 293 229 171 138 265 89 176 85 69 91 112
is_linear=0
shrinkage=0.1


Tree=3794
num_leaves=31
num_cat=0
split_feature=2 0 0 4 6 6 6 3 4 6 0 3 0 6 4 4 6 6 6 6 6 1 0 4 3 4 6 0 6 4
split_gain=4.13113e+11 7.08339e+12 3.06456e+13 2.28556e+13 3.54191e+13 1.69396e+13 1.48242e+13 1.64473e+13 2.92641e+13 1.37345e+13 1.30725e+13 1.21435e+13 1.11647e+13 2.11643e+13 2.22837e+13 1.19556e+13 1.73828e+13 9.24153e+12 8.19343e+12 1.56089e+13 1.20837e+13 7.21058e+12 2.04346e+13 1.47449e+13 1.2554e+13 1.51776e+13 4.65609e+13 5.08184e+13 2.49018e+13 2.33417e+13
threshold=36.000000000000007 55.418618900000006 55.390026600000006 4.5000000000000009 59.245000000000012 47.805000000000007 77.010000000000005 3.5000000000000004 5.5000000000000009 40.905000000000008 55.348830750000012 11.500000000000002 55.462387050000011 57.995000000000012 7.5000000000000009 3.5000000000000004 62.010000000000012 64.805000000000021 68.515000000000015 81.02500000000002 62.375000000000007 37.843405600000004 55.743464250000009 31.500000000000004 2.5000000000000004 12.500000000000002 50.010000000000012 55.728148450000006 39.025000000000013 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 5 9 7 8 10 -5 -1 17 13 -3 15 -15 -17 -9 20 -20 -16 -14 23 24 -23 26 28 29 -26 -28
right_child=-2 12 3 4 -6 -7 -8 11 -10 -11 -12 -13 21 14 18 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=11112.095279710224 8.8225776076859841 325.9465276442308 -33479.690755208336 23156.841375411186 183101.796875 -30276.340657552082 62732.908355712891 -31007.150757378477 106635.638671875 107631.7430113181 -54508.846714743588 25931.960533558242 -21.801974258441401 -56592.426832932688 -109196.07555803571 -45954.851699218751 73622.514705141133 -100901.7231534091 -157164.0415625 -38639.586796875003 -15108.09873798077 -13362.885126833395 -41229.870468696543 -76095.414532696755 7182.150109266493 -2244.4960443178948 148286.72691066578 -51027.828412828952 -46895.559572807368 43944.803230073187
leaf_weight=137 3783399 325 27 38 22 24 32 135 28 39 39 33 280376 26 21 20 31 22 25 20 39 887 137 27 225 7137 23 57 137 316
leaf_count=137 3783399 325 27 38 22 24 32 135 28 39 39 33 280376 26 21 20 31 22 25 20 39 887 137 27 225 7137 23 57 137 316
internal_value=0 -114.941 10963.5 49835 68123.6 43078.9 -2723.68 -8039.95 11678 65942.8 -3428.91 -29210.8 -136.958 -14963.5 -42266.1 -1405.22 26729.4 -40801.3 -72230.7 -104487 -48038.9 -110.976 -2905.77 -2309.75 -2082.9 -815.593 12638.3 36334.8 -13283.7 51024
internal_weight=0 290405 576 150 123 101 426 394 204 77 176 190 289829 507 182 77 51 157 105 45 60 289322 8946 8809 8782 7895 758 396 362 339
internal_count=4073804 290405 576 150 123 101 426 394 204 77 176 190 289829 507 182 77 51 157 105 45 60 289322 8946 8809 8782 7895 758 396 362 339
is_linear=0
shrinkage=0.1


Tree=3795
num_leaves=31
num_cat=0
split_feature=1 6 0 0 0 4 1 4 6 5 0 6 5 6 6 3 6 5 4 1 6 3 7 6 4 1 6 0 1 6
split_gain=3.88701e+11 3.12163e+12 8.05638e+12 2.14551e+13 1.84429e+13 1.51119e+13 2.26708e+13 1.69146e+13 1.47448e+13 1.51957e+13 1.33399e+13 2.65508e+13 3.102e+13 3.14435e+13 2.15781e+13 2.0681e+13 1.64751e+13 1.43252e+13 1.47161e+13 1.17195e+13 1.31343e+13 1.8043e+13 1.78028e+13 1.39198e+13 1.75104e+13 1.57538e+13 1.72609e+13 1.24919e+13 2.17448e+13 1.12353e+13
threshold=83.000013850000016 59.010000000000012 55.012854300000008 55.013931500000005 54.810424650000009 15.500000000000002 83.117716000000016 11.500000000000002 62.010000000000012 2.5000000000000004 54.932051950000009 122.65000000000002 2.5000000000000004 87.395000000000024 81.02500000000002 8.5000000000000018 138.05000000000004 1.5000000000000002 14.500000000000002 83.011163250000024 67.00500000000001 1.5000000000000002 6.0000000000000009 92.02500000000002 18.500000000000004 83.015546400000019 89.00500000000001 54.932051950000009 83.086354900000018 60.305000000000007
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 4 -4 -3 7 19 8 9 29 11 12 13 14 17 -12 -13 -9 -19 -7 21 -21 23 24 25 -22 -27 28 -25 -6
right_child=1 2 3 -5 5 6 -8 10 -10 -11 15 16 -14 -15 -16 -17 -18 18 -20 20 22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=11.191710590648077 89.689003311418631 -624.03074728944318 -7442.9053688479316 -683.75343375527029 275.21107655947202 5360.8897471428772 56837.508105468754 -39626.200813176081 5790.495574178889 -9449.400738642973 -14271.819911070481 -83004.356923491388 99258.548601105926 -69495.242202962239 136152.64410342262 24569.483773775886 26620.788972355771 58244.783132779405 -11941.862528686524 55498.965408380682 -75455.514967365511 -2882.7366869606758 3818.5532570352366 -5747.7527901785725 23259.500463453391 -20146.739017228891 -71359.150162337668 -29625.203357514882 122966.94375000001 27507.285584347748
leaf_weight=3601077 323017 43087 4968 85837 513 1117 64 26 8982 1421 235 29 77 30 21 329 26 118 40 55 79 1411 343 35 59 453 77 42 21 215
leaf_count=3601077 323017 43087 4968 85837 513 1117 64 26 8982 1421 235 29 77 30 21 329 26 118 40 55 79 1411 343 35 59 453 77 42 21 215
internal_value=0 -85.2547 -462.717 -1053.55 448.084 3368.44 -2170.54 5093.23 4010.23 -3430.6 18041.5 32880.7 44173.7 26124.6 40117.7 8385.61 -31181.6 29157.2 40476 -3193.43 -6904.18 -692.427 -15115.6 -23593.9 -28757.2 -33796.6 -27587 11600.8 42520.3 8317.65
internal_weight=0 472727 149710 90805 58905 15818 3756 12062 11131 2149 931 367 312 235 205 564 55 184 158 3692 2575 1466 1109 766 668 609 530 98 56 728
internal_count=4073804 472727 149710 90805 58905 15818 3756 12062 11131 2149 931 367 312 235 205 564 55 184 158 3692 2575 1466 1109 766 668 609 530 98 56 728
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=31
num_cat=0
split_feature=6 2 1 0 5 3 1 1 4 4 3 1 1 5 0 6 4 3 0 4 4 4 6 0 3 6 4 4 6 3
split_gain=3.85492e+11 3.32974e+12 9.31511e+12 1.83961e+13 3.50453e+13 1.79564e+13 6.72252e+12 2.44984e+13 1.47144e+13 1.40209e+13 2.92069e+13 1.24084e+13 2.23805e+13 3.72617e+13 3.28156e+13 2.55979e+13 3.03642e+13 4.35232e+13 4.07842e+13 4.15677e+13 4.04421e+13 3.08402e+13 2.63933e+13 2.56192e+13 2.29746e+13 2.17188e+13 2.30514e+13 2.12077e+13 1.96497e+13 1.84328e+13
threshold=102.04000000000001 2343.5000000000005 53.252814850000007 56.872182500000008 3.5000000000000004 3.5000000000000004 40.965343750000009 39.735861600000007 6.5000000000000009 9.5000000000000018 3.5000000000000004 39.366401150000009 39.178027400000005 4.5000000000000009 53.244414800000008 108.05000000000001 12.500000000000002 3.5000000000000004 51.707269950000004 8.5000000000000018 16.500000000000004 8.5000000000000018 125.02000000000002 51.659529100000007 9.5000000000000018 104.01000000000001 13.500000000000002 16.500000000000004 106.49500000000002 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 -5 7 11 -8 10 -10 12 14 15 27 25 17 21 19 -19 -18 22 -17 -22 -25 26 -14 -2 -29 -26
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12 -13 13 -15 -16 16 20 18 -20 -21 23 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=5.0593552101889649 -46115.70364866095 -376.42805801123654 -30770.56160463483 48990.448828125001 -11575.950483547911 178268.0211309524 -59688.195340909093 84148.805148654516 -59788.535046875004 -16708.469802322732 68860.513710937506 -31153.274247622281 52619.383111702133 144698.37438858696 1727.5299034425702 82274.272974537045 -68187.941254340272 11144.944878472223 -34983.094902973789 146241.45576014367 -49817.438862179493 -129463.35802556819 -51042.136132812506 126232.85512319714 -48630.141646634613 71977.455809726234 -52121.788826069082 -54076.293359375006 49830.025961538464 69338.082667824085
leaf_weight=3966508 236 96179 89 22 49 21 55 36 25 223 60 115 47 23 9442 27 108 36 31 62 39 22 33 26 26 119 38 28 52 27
leaf_count=3966508 236 96179 89 22 49 21 55 36 25 223 60 115 47 23 9442 27 108 36 31 62 39 22 33 26 26 119 38 28 52 27
internal_value=0 -187.034 1451.52 1711.56 46241.3 112126 1336.95 1796.35 -12043.9 -3535.95 31022.6 1514.99 1875.46 19640.1 666.638 15152.8 1499.21 28779.8 64990 96614.2 -23970.7 -28185.1 8950.25 16499.3 49238 44401 5793.92 -31032.5 13462.8 11466.9
internal_weight=0 107296 11117 11028 92 43 10936 10573 363 308 85 10537 10422 664 9758 641 437 211 129 98 226 82 60 118 79 204 85 316 80 53
internal_count=4073804 107296 11117 11028 92 43 10936 10573 363 308 85 10537 10422 664 9758 641 437 211 129 98 226 82 60 118 79 204 85 316 80 53
is_linear=0
shrinkage=0.1


Tree=3797
num_leaves=31
num_cat=0
split_feature=6 5 2 0 4 4 6 0 1 4 7 1 4 6 4 1 0 6 0 1 1 6 3 2 7 0 4 0 6 6
split_gain=4.04836e+11 6.03188e+12 1.55378e+13 1.41643e+13 2.74576e+13 1.629e+13 1.5439e+13 1.61129e+13 1.81238e+13 1.52642e+13 1.27773e+13 2.58549e+13 2.40234e+13 1.38524e+13 1.09348e+13 1.57055e+13 1.33443e+13 1.04072e+13 1.46238e+13 1.14222e+13 7.81363e+13 1.03486e+13 9.97877e+12 9.87535e+12 5.01151e+13 5.41875e+13 2.39556e+13 3.54541e+13 1.59889e+13 1.18866e+13
threshold=77.010000000000005 3.5000000000000004 9613.5000000000018 59.838047850000002 3.5000000000000004 3.5000000000000004 73.00500000000001 59.905532300000012 30.226173900000003 9.5000000000000018 6.0000000000000009 30.389265100000003 7.5000000000000009 41.990000000000002 7.5000000000000009 82.981285100000022 55.034466500000008 69.015000000000015 59.91832440000001 30.315889700000003 30.362494150000003 76.605000000000004 1.5000000000000002 75.000000000000014 6.0000000000000009 55.768246800000007 15.500000000000002 55.728148450000006 75.010000000000005 26.495000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -3 10 -8 -9 -7 12 -12 13 -6 -4 21 -17 19 -19 -15 -21 -16 -5 24 25 26 27 28 -11 -25
right_child=-2 2 14 4 6 9 7 8 -10 23 11 -13 -14 17 15 16 -18 18 -20 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-24.191208061952388 86.387078007872731 -7047.7692285677786 2136.50188396158 123900.07009858632 -71314.960364163315 4582.142658331617 -39522.216261109519 62683.841318287574 -12023.54228042877 25565.399388586957 -114302.42584859913 -6156.2534610215052 19151.990836238521 -8240.9336859892592 -12251.973327903554 -2656.245341135389 26079.09460696586 -82604.660913825763 -12398.856960997291 153928.1661892361 1077.0425086667331 9431.1933727470187 29509.319493865969 39962.92654500933 90879.597254136039 30493.068369932433 -128158.45592570755 -152667.89038722828 -71376.088411458346 -2791.0361619298601
leaf_weight=3560910 478729 1498 2190 21 31 21181 218 34 723 46 29 93 558 629 2539 561 227 33 294 36 471 241 24 67 34 74 53 23 27 2210
leaf_count=3560910 478729 1498 2190 21 31 21181 218 34 723 46 29 93 558 629 2539 561 227 33 294 36 471 241 24 67 34 74 53 23 27 2210
internal_value=0 -11.5035 1310.89 2271.02 -4002.76 3065.78 -5111.12 -15566.8 -8668.12 3704.62 -421.95 -31863.1 1447.36 -5165.21 -3425.86 -6839.98 5621.57 -3763.54 -19483.8 761.579 11930.4 -10372.2 73558.3 -3630.3 -22212.1 -39454.8 -74194 -44401.1 -10289.7 -1533.01
internal_weight=0 3.59508e+06 34165 28407 3194 25213 3149 975 757 23715 2174 122 2052 1494 5758 3568 788 1463 327 1136 507 2780 45 2534 257 223 149 96 73 2277
internal_count=4073804 3595075 34165 28407 3194 25213 3149 975 757 23715 2174 122 2052 1494 5758 3568 788 1463 327 1136 507 2780 45 2534 257 223 149 96 73 2277
is_linear=0
shrinkage=0.1


Tree=3798
num_leaves=31
num_cat=0
split_feature=4 3 1 3 3 3 5 6 0 3 1 1 0 5 6 4 7 3 6 4 6 4 6 6 6 6 6 6 6 0
split_gain=4.29801e+11 3.00195e+12 5.61093e+12 3.57976e+12 3.36978e+12 4.50428e+12 3.85043e+12 3.26485e+12 2.84855e+12 1.68882e+13 2.79372e+13 2.35004e+13 2.0385e+13 6.81549e+13 3.86669e+13 2.50764e+13 2.90655e+13 7.67633e+13 2.26585e+13 2.37283e+13 2.20567e+13 2.05198e+13 4.35792e+13 1.064e+14 1.95046e+13 1.8413e+13 1.81594e+13 1.80589e+13 1.79766e+13 5.2959e+13
threshold=9.5000000000000018 15.500000000000002 38.166910000000009 16.500000000000004 14.500000000000002 12.500000000000002 1.5000000000000002 69.605000000000004 47.207933300000008 3.5000000000000004 39.735861600000007 39.908802000000009 44.249882500000005 2.5000000000000004 86.920000000000016 15.500000000000002 6.0000000000000009 1.5000000000000002 55.805000000000007 21.500000000000004 56.505000000000003 11.500000000000002 63.855000000000011 71.715000000000018 35.995000000000012 63.855000000000011 102.04000000000001 91.02500000000002 47.805000000000007 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 12 -12 13 14 15 16 -2 -18 19 24 28 -15 -23 -24 -17 -20 27 -25 29 -19
right_child=8 2 3 -5 6 7 -8 -9 -10 -11 11 -13 -14 21 -16 18 17 20 25 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-36.286986035789759 4795.5801383515263 62879.135044642855 23070.910036057696 -16445.236375762197 -5447.0168996710527 32968.363512323944 -59654.825624999998 -3045.2316180889425 75.073126468016895 -591.96723984966809 -14491.3952886961 -1127.8465866608014 2225.1769881621221 107180.62391484958 -127429.40795454546 -1948.5165178571428 170451.134222561 143919.56539351851 76029.906010288149 56586.564062500001 96091.901822916669 -72514.093877301901 257643.73840332031 26380.010305116233 -64149.795856298158 -17113.797904829546 -25638.006402439027 113061.76345322555 -56099.548838141025 -19122.516395970397
leaf_weight=1892210 634 21 52 41 38 71 20 39 1890516 244679 1603 7348 35686 67 22 77 41 27 41 27 30 28 24 82 146 44 41 34 39 76
leaf_count=1892210 634 21 52 41 38 71 20 39 1890516 244679 1603 7348 35686 67 22 77 41 27 41 27 30 28 24 82 146 44 41 34 39 76
internal_value=0 -34.8719 16192.1 5649.81 -35.8494 -35.1107 -24139.4 20199.9 30.2546 -261.118 1494.24 -3521.07 2702.12 14202.2 3927.73 6372.62 15532.8 47492.4 -16787.6 -31952.3 18182.5 59022.7 43584.5 61544.5 -42672.2 27814.3 31567.5 51786.7 1722.78 23616.7
internal_weight=0 1.89249e+06 114 93 1.89238e+06 1.89232e+06 58 110 2.18131e+06 290796 46117 8951 37166 1480 1204 1182 847 213 335 250 172 276 209 181 223 85 157 116 142 103
internal_count=4073804 1892492 114 93 1892378 1892320 58 110 2181312 290796 46117 8951 37166 1480 1204 1182 847 213 335 250 172 276 209 181 223 85 157 116 142 103
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 1 1 4 6 4 4 0 6 7 4 3 6 4 6 7 3 6 6 6 3 6 6 1 6 3
split_gain=4.49574e+11 5.23095e+12 1.48125e+13 1.50625e+13 1.63782e+13 2.81503e+13 3.57653e+13 2.1897e+13 2.64069e+13 2.431e+13 2.11295e+13 2.07973e+13 2.64245e+13 2.03323e+13 1.95953e+13 1.77229e+13 1.94749e+13 1.70819e+13 3.39127e+13 3.58916e+13 3.17907e+13 2.16025e+13 1.92592e+13 2.05265e+13 3.3279e+13 1.56872e+13 1.52292e+13 1.51993e+13 1.46125e+13 1.39822e+13
threshold=53.341100000000004 53.175387700000009 38.995000000000012 31.500000000000004 50.136929700000003 49.692247900000005 47.899251850000006 21.500000000000004 95.045000000000016 4.5000000000000009 24.500000000000004 53.20799465000001 142.05000000000004 6.0000000000000009 25.500000000000004 1.5000000000000002 83.820000000000007 7.5000000000000009 73.41500000000002 6.0000000000000009 2.5000000000000004 99.050000000000011 156.15000000000003 128.05000000000004 6.5000000000000009 84.00500000000001 65.410000000000011 86.169282750000022 83.820000000000007 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 5 6 -4 9 10 -7 26 12 -6 27 28 16 -11 18 -17 20 -20 25 23 -19 -25 -22 -9 29 -15 -13
right_child=-2 2 3 -5 11 7 -8 8 -10 15 -12 13 -14 14 -16 17 -18 22 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.14312418828845253 -19.319596868744512 -1589.474124547618 1196.5309332801369 -30637.431736905812 -4508.8906641575186 -5173.9634908007338 -36705.753915598136 2505.205190866056 64860.657806299605 -940.95096734964636 12321.755497686358 2742.5222976291316 -109690.72584635418 -2203.8272164707619 24977.964105070743 17958.93432581444 -97822.314979619579 13541.424255577876 119180.73471679688 146294.67759486608 15892.170683149858 -19201.393273207719 -55640.629246794881 16218.035856681036 142004.77743844697 102999.07629707533 -18879.508277384441 -41089.486749188312 -16077.681880649339 12176.196355437782
leaf_weight=967174 3044203 16846 3342 142 4984 616 269 649 63 212 772 22165 24 5065 238 619 23 2686 44 42 44 68 39 58 33 39 684 77 893 1691
leaf_count=967174 3044203 16846 3342 142 4984 616 269 649 63 212 772 22165 24 5065 238 619 23 2686 44 42 44 68 39 58 33 39 684 77 893 1691
internal_value=0 57.1219 944.322 1880.77 1982.39 5488.63 -1626.98 9328.78 1065.92 13289.4 -843.378 954.384 -5012.96 1946.27 -3159.3 16200.4 -10423 17904.3 30275 62442.4 44381.9 22586.3 14143.9 15123.9 61833 56821.9 -8467.9 3268.04 -4283.28 3411.22
internal_weight=0 1.0296e+06 62427 45581 45439 10302 3611 6691 2168 4523 2105 35137 5008 30129 6196 3907 235 3672 856 237 195 151 2816 2777 91 83 1333 23933 5958 23856
internal_count=4073804 1029601 62427 45581 45439 10302 3611 6691 2168 4523 2105 35137 5008 30129 6196 3907 235 3672 856 237 195 151 2816 2777 91 83 1333 23933 5958 23856
is_linear=0
shrinkage=0.1


Tree=3800
num_leaves=31
num_cat=0
split_feature=0 1 0 1 6 1 1 4 4 6 4 1 0 0 0 6 0 1 0 1 0 1 3 4 4 0 1 6 1 0
split_gain=4.24605e+11 6.45954e+12 2.17623e+13 5.01369e+13 2.74883e+13 1.79501e+13 2.7952e+13 5.34619e+13 5.62322e+13 2.73277e+13 2.76378e+13 3.35044e+13 3.27901e+13 2.17531e+13 2.11724e+13 1.84533e+13 1.812e+13 6.93333e+13 1.78032e+13 1.91647e+13 1.74e+13 1.73998e+13 1.73313e+13 1.66336e+13 1.64625e+13 1.8411e+13 1.61752e+13 1.58863e+13 1.58004e+13 3.30743e+13
threshold=45.036141150000006 39.178027400000005 44.249882500000005 39.777866350000004 68.515000000000015 39.008519500000006 38.999037500000007 11.500000000000002 10.500000000000002 66.010000000000005 11.500000000000002 39.069277450000008 44.249882500000005 45.001720900000002 44.601833250000006 61.025000000000006 44.895258050000002 39.105193450000009 44.739668300000005 40.965343750000009 45.029425500000009 39.135518400000002 5.5000000000000009 19.500000000000004 4.5000000000000009 44.878071950000013 41.966773150000002 58.305000000000007 39.033214400000013 45.015054600000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 22 10 11 20 -13 21 -11 -9 17 -16 19 -5 -7 -14 -8 24 25 -6 -27 -12 29 -18
right_child=-2 2 3 4 23 9 7 15 -10 14 27 12 13 -15 16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-36.867368705324282 -9.408951307229243 181.01087428067865 -20809.935520407344 2657.4007571598113 -16531.154081944056 702.50066557387845 -9707.2504267779786 -33143.67390356637 116239.80530849361 -12323.990187954492 -50.616485106067358 -5692.3199592981837 22405.125064450742 6581.8539216454537 177348.36090803475 -86793.899076704547 -10554.498739884642 16500.12718378775 1165.3922803554117 -12386.138436794583 -14836.758913033331 5466.6152410327513 35392.658985950104 69450.31186342593 -11563.043726272999 27195.941500570392 -37317.073037997165 -6285.7462538288564 4914.4205527454151 23942.038886199232
leaf_weight=107592 3754876 123606 1492 1371 224 9176 1017 383 39 578 23375 1598 1946 6353 29 77 363 353 15903 2215 782 881 93 27 4042 333 44 4952 8898 1186
leaf_count=107592 3754876 123606 1492 1371 224 9176 1017 383 39 578 23375 1598 1946 6353 29 77 363 353 15903 2215 782 881 93 27 4042 333 44 4952 8898 1186
internal_value=0 110.776 -369.058 -3019.71 -1921.03 532.878 -232.518 -13315.5 -1781.9 1915.08 890.045 3664.08 7527.8 9829.08 6323.91 -42124.3 7319.25 28711.1 -269.833 -6634.69 -517.795 17126.4 -5928.61 -8811.85 -9266.96 6175.24 19666.6 -1140.61 6537.04 15858
internal_weight=0 318928 149257 25651 24159 169671 109201 1609 1149 60470 49063 20736 10778 9180 11407 460 10829 382 19489 3586 9958 2827 1110 4670 4643 601 377 28327 10447 1549
internal_count=4073804 318928 149257 25651 24159 169671 109201 1609 1149 60470 49063 20736 10778 9180 11407 460 10829 382 19489 3586 9958 2827 1110 4670 4643 601 377 28327 10447 1549
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=31
num_cat=0
split_feature=4 2 1 2 4 6 0 6 3 6 7 0 0 5 2 4 0 6 1 6 3 6 0 0 1 4 6 6 0 6
split_gain=4.08661e+11 3.3774e+12 1.13367e+13 1.48725e+13 2.25994e+13 1.54603e+13 1.25371e+13 1.14408e+13 9.53184e+12 9.32086e+12 8.86414e+12 1.94068e+13 2.76587e+13 2.1689e+13 1.7328e+13 1.69254e+13 1.98218e+13 1.39355e+13 1.39861e+13 9.49332e+12 3.08772e+13 4.83173e+13 2.81316e+13 2.42584e+13 1.5351e+13 2.81837e+13 1.64258e+13 3.39359e+13 1.49563e+13 1.0711e+13
threshold=5.5000000000000009 9613.5000000000018 107.59716050000002 5325.0000000000009 3.5000000000000004 102.04000000000001 55.60524465000001 84.810000000000016 5.5000000000000009 78.010000000000005 6.0000000000000009 55.080855950000007 55.046782850000007 1.5000000000000002 9907.0000000000018 4.5000000000000009 55.071632200000003 69.015000000000015 43.047633000000012 128.05000000000004 2.5000000000000004 189.00000000000003 55.061158000000006 54.932051950000009 83.050033500000012 4.5000000000000009 189.00000000000003 138.05000000000004 55.102137100000007 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -6 10 -4 19 12 14 -13 17 -14 -17 18 -12 29 24 22 -22 -23 25 -21 27 -27 -25 -3
right_child=-2 8 3 4 5 -7 -8 -9 -10 -11 11 13 15 -15 -16 16 -18 -19 -20 20 21 23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=94.375666072665211 -19.804560502556612 -293.86895722852177 -4854.5170454636673 -15535.650043655656 10623.529167222237 -76720.975234375001 27889.263730982733 53330.845027160649 61351.215750000003 -51747.854791666672 78025.394580078122 4478.2136266143489 12354.695942732867 -29200.147651754916 4076.249951392394 146374.71718750001 8977.8267903645828 -21084.054365528544 -5886.5471596387906 -1371.3935490616509 41919.090902370881 10002.907449776787 148670.70589192709 -123944.5525669643 17989.933920094936 -11288.164670138889 1629.4631036931819 -143600.63420758929 -10720.62546875 -46585.922960937503
leaf_weight=990071 2928705 142198 730 531 3153 20 76 64 25 45 20 287 714 573 1633 21 21 693 2905 460 288 98 27 28 237 36 33 42 20 50
leaf_count=990071 2928705 142198 730 531 3153 20 76 64 25 45 20 287 714 573 1633 21 21 693 2905 460 288 98 27 28 237 36 33 42 20 50
internal_value=0 50.6521 117.435 5060.07 7607.93 10928.2 -10098.6 11473.2 -390.996 -7577.36 -401.26 -3911.09 -1899.62 -17961 -4474.32 15983.7 77676.3 -8333.65 -5312.79 -233.322 8377.6 29028.7 51069.2 -18524.5 -3404.77 -12284.9 -57512 -82533.3 -76767.9 -310.141
internal_weight=0 1.1451e+06 994690 4619 3844 3237 607 3217 150409 775 150384 6867 6007 860 5251 756 42 3618 2925 143517 1269 461 315 146 808 571 111 78 48 142248
internal_count=4073804 1145099 994690 4619 3844 3237 607 3217 150409 775 150384 6867 6007 860 5251 756 42 3618 2925 143517 1269 461 315 146 808 571 111 78 48 142248
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 6 5 2 2 1 3 2 0 2 0 0 4 1 3 1 5 0 0 4 3 0 0 4 2 4
split_gain=4.37664e+11 9.66005e+11 3.59996e+12 3.87429e+12 1.6796e+12 1.53519e+12 1.48243e+12 5.11232e+12 4.84871e+12 5.34512e+12 5.959e+12 6.37287e+12 4.66764e+12 3.30536e+12 3.86126e+12 7.63419e+12 5.13404e+12 1.05635e+13 4.46321e+12 1.05342e+12 9.4269e+11 4.1757e+12 8.08818e+12 8.4495e+12 1.39576e+13 6.52827e+12 6.46737e+12 4.54442e+12 3.84639e+12 1.11758e+13
threshold=247.90000000000001 8.5000000000000018 51.768991500000006 55.79439725000001 37.586700500000006 110.01500000000001 6.5000000000000009 6877.0000000000009 3930.5000000000005 44.064675150000006 9.5000000000000018 75.000000000000014 59.950512650000007 3191.5000000000005 55.579943700000008 59.91832440000001 5.5000000000000009 30.345769800000003 2.5000000000000004 52.061190950000004 3.5000000000000004 56.148747500000006 56.685611200000004 4.5000000000000009 4.5000000000000009 57.719618750000002 58.010305850000002 1.5000000000000002 3658.0000000000005 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 -4 -5 -3 -1 8 9 10 11 -8 13 14 18 -16 17 -17 -13 -11 -2 27 -23 25 -25 -24 -26 -22 -29 -30
right_child=20 2 3 4 -6 -7 7 -9 -10 19 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 22 23 24 26 -27 -28 28 29 -31
leaf_value=-0.63971898795721405 2619.297372276249 13681.512548828126 -29818.38559283088 -1145.9936079545455 34525.104580965912 50253.01451526989 56480.798593750005 -54350.897116815475 31171.232438151044 -53970.681445312504 -54363.649843749998 65016.917697975856 -44097.558756510422 -31815.399218750001 -37703.085397886622 -52263.207761548918 47198.164477539067 45833.861718750006 2014.857523777174 -22895.971274414063 -43478.357528409091 -51457.187960069452 62343.40081018518 -84550.603485576925 -17810.880924479166 -3101.9705803571433 49284.535527343753 10387.6330938549 -73827.098381696429 226.9512351247846
leaf_weight=4070127 1866 24 34 33 22 22 20 21 36 24 20 22 24 24 39 23 32 21 23 20 22 45 27 26 51 35 20 391 21 689
leaf_count=4070127 1866 24 34 33 22 22 20 21 36 24 20 22 24 24 39 23 32 21 23 20 22 45 27 26 51 35 20 391 21 689
internal_value=0 -0.917995 8458.01 -3281.92 13122.4 31172.2 -1.19854 -6518.33 -3455.88 -7724.97 -2026.11 2564.9 -2619.32 2790.88 7981.83 -1735.84 16721 -5444.15 32815.9 -39845.8 1170.31 -867.226 -14028.7 -3435.7 -21865.8 25398.4 1089.24 1523.63 2422.86 -1963.38
internal_weight=0 4.07061e+06 135 89 55 46 4.07048e+06 349 328 292 248 228 208 184 160 115 76 44 45 44 3193 1327 204 159 97 62 71 1123 1101 710
internal_count=4073804 4070611 135 89 55 46 4070476 349 328 292 248 228 208 184 160 115 76 44 45 44 3193 1327 204 159 97 62 71 1123 1101 710
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=31
num_cat=0
split_feature=4 1 1 4 7 4 0 0 0 4 0 3 0 6 6 6 4 6 0 0 6 6 3 6 6 4 3 1 6 7
split_gain=4.21385e+11 2.78914e+12 1.23866e+13 2.71579e+13 2.29353e+13 2.03914e+13 1.26683e+13 1.1862e+13 2.66713e+13 1.35059e+13 1.45383e+13 1.34271e+13 1.21653e+13 1.35367e+13 1.19087e+13 1.45352e+13 1.69749e+13 1.39956e+13 1.1391e+13 1.24643e+13 1.28421e+13 1.41359e+13 1.36822e+13 1.29908e+13 1.28231e+13 1.52935e+13 1.14804e+13 1.14027e+13 1.94063e+13 1.61207e+13
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 14.500000000000002 6.0000000000000009 12.500000000000002 54.998919050000005 54.998919050000005 55.030407050000001 18.500000000000004 55.080855950000007 14.500000000000002 55.043091000000011 34.010000000000012 66.990000000000023 36.905000000000008 20.500000000000004 47.805000000000007 55.007293000000011 54.988402950000008 30.025000000000002 65.805000000000021 4.5000000000000009 78.010000000000005 77.010000000000005 15.500000000000002 1.5000000000000002 83.025426800000005 44.205000000000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 11 12 -10 13 -11 15 -14 17 -17 19 27 -21 22 26 24 -23 -26 -22 28 -3 -30
right_child=1 18 3 7 6 -7 -8 8 9 10 -12 -13 14 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-34.528775306566722 57.924881618530492 4563.851328492231 7540.0667015379113 -9902.8538812091247 32923.21257078027 43459.25300292969 97377.873054020587 71495.322159090909 10328.753526004373 41814.967302389705 18285.299889934951 -5770.5081191712297 -9300.3554076845539 -4233.6814862040073 52244.222138247285 42417.550277217742 -69588.443239768487 -34052.147775297621 -533.91407804565722 -24350.108596425518 20791.601171915827 -4951.6563714823596 13234.909711471073 8862.4416073514021 4554.836982996324 -83891.615399966031 -313.32370841865622 693.09179922636758 6069.6963572998047 -41027.078412094692
leaf_weight=1892492 1876644 359 2087 964 119 171 41 55 1977 68 242 702 403 1043 23 31 109 105 246629 146 299 1199 2737 776 34 46 1868 42069 100 266
leaf_count=1892492 1876644 359 2087 964 119 171 41 55 1977 68 242 702 403 1043 23 31 109 105 246629 146 299 1199 2737 776 34 46 1868 42069 100 266
internal_value=0 29.9569 74.8086 3967.27 12852.8 10260.3 49439.7 212.439 2261.86 1452.2 -4713.13 6110.13 -7836.37 -1415.22 -18468.1 -20978 -40186.4 -16621.6 -255.128 1122.79 5001.59 5617.39 8534.94 -1344.98 -7538.07 -46301.9 2598.71 478.802 -11955.6 -28159.1
internal_weight=0 2.18131e+06 1.88478e+06 8140 2418 2258 160 5722 4758 4703 2024 2679 1782 1111 671 648 245 136 296528 49899 7105 6959 4904 2055 1279 80 2167 42794 725 366
internal_count=4073804 2181312 1884784 8140 2418 2258 160 5722 4758 4703 2024 2679 1782 1111 671 648 245 136 296528 49899 7105 6959 4904 2055 1279 80 2167 42794 725 366
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=31
num_cat=0
split_feature=6 2 1 0 0 0 1 6 0 6 6 6 4 7 6 3 1 3 4 4 1 1 3 6 7 5 3 3 6 1
split_gain=4.20235e+11 3.19696e+12 7.69981e+12 6.09043e+12 1.12106e+13 2.5341e+13 1.03639e+13 9.11828e+12 8.52185e+12 1.74037e+13 1.33836e+13 1.47914e+13 1.3446e+13 1.17893e+13 1.14927e+13 1.13312e+13 9.43437e+12 8.99219e+12 7.72056e+12 1.24299e+13 1.04746e+13 1.13704e+13 1.14233e+13 6.76791e+12 7.39658e+12 7.78653e+12 7.53473e+12 1.37965e+13 6.55136e+12 1.51874e+13
threshold=34.010000000000012 2632.5000000000005 34.382014200000008 54.431501800000014 55.676890650000011 55.660117850000006 37.843405600000004 28.980000000000004 55.667390500000003 28.980000000000004 30.705000000000002 26.495000000000001 15.500000000000002 6.0000000000000009 29.015000000000004 4.5000000000000009 37.755233900000007 4.5000000000000009 11.500000000000002 19.500000000000004 37.488790500000007 37.517483500000004 7.5000000000000009 33.805000000000007 6.0000000000000009 1.5000000000000002 8.5000000000000018 6.5000000000000009 22.940000000000005 38.011626600000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 9 -7 11 12 -10 14 -13 -16 18 -11 20 -20 -12 -22 -23 24 26 -26 27 -19 29 -6
right_child=-2 -3 3 4 7 6 -8 -9 10 17 16 13 -14 -15 15 -17 -18 23 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=27910.54619344051 -12.703401408071084 202.27585154645129 -2966.0066164742257 495.37490498896807 -4775.6643639181148 6726.1852053165439 2191.8073266006845 -1456.269189211303 -32984.702233636381 60248.074329194569 -32124.408941406251 112089.70839528731 17641.281984183715 947.1980021158854 66227.094282155798 -3627.7921316964284 46174.465424408787 -15503.983431783538 -61800.475729851976 5809.0750003521262 56006.927161458334 12445.599388292101 -42917.826168368731 64027.374683779759 53793.048462223102 -16056.09716796875 -34002.23812705592 75558.147488839284 3535.8514136808731 6125.7929561875571
leaf_weight=96 3522711 439929 8678 29721 3719 320 932 57287 64 126 75 31 291 48 69 35 37 41 57 52 45 180 47 42 79 20 38 28 7059 1947
leaf_count=96 3522711 439929 8678 29721 3719 320 932 57287 64 126 75 31 291 48 69 35 37 41 57 52 45 180 47 42 79 20 38 28 7059 1947
internal_value=0 81.203 -397.94 -422.408 -206.827 1331.85 10688.5 -918.407 15279.2 23846.1 9512.6 20419.2 8514.34 43513.4 58648 42718.2 -2389.55 38494.2 -6330.05 -29546.4 962.683 10086 982.687 27441.8 19982.6 39682.1 1755.89 21448.8 1503.01 -1029.61
internal_weight=0 551093 111164 111068 102390 32378 2657 70012 1725 694 1031 538 355 183 135 104 493 374 456 109 347 272 227 248 206 99 107 69 12725 5666
internal_count=4073804 551093 111164 111068 102390 32378 2657 70012 1725 694 1031 538 355 183 135 104 493 374 456 109 347 272 227 248 206 99 107 69 12725 5666
is_linear=0
shrinkage=0.1


Tree=3805
num_leaves=31
num_cat=0
split_feature=4 7 3 6 5 1 1 6 2 6 3 0 6 0 0 1 0 0 0 0 1 1 1 3 6 4 6 0 3 4
split_gain=4.12358e+11 6.27612e+12 1.94264e+13 2.17692e+13 2.01659e+13 2.81243e+13 2.67588e+13 2.67179e+13 2.59578e+13 2.47377e+13 2.86118e+13 3.4666e+13 2.3461e+13 3.69061e+13 4.27685e+13 2.19252e+13 2.41485e+13 2.32299e+13 2.00771e+13 1.9782e+13 3.10961e+13 4.65952e+13 3.81158e+13 2.92145e+13 3.96306e+13 2.42871e+13 2.35827e+13 3.25478e+13 2.16482e+13 2.14158e+13
threshold=21.500000000000004 6.0000000000000009 3.5000000000000004 130.05000000000004 1.5000000000000002 37.543519500000009 37.563506350000004 57.715000000000011 75.000000000000014 65.00500000000001 5.5000000000000009 55.759969450000007 55.015000000000008 55.676890650000011 55.850146250000009 37.318079750000003 55.883833400000007 55.897267000000006 55.801384500000005 55.721784200000009 37.702956500000006 37.740454950000007 37.682335600000009 6.5000000000000009 56.010000000000012 36.500000000000007 57.410000000000004 55.737027400000009 4.5000000000000009 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 2 3 -2 5 9 12 8 15 -4 -11 -12 13 -7 -15 -6 19 -18 -5 23 22 -22 25 24 28 26 27 29 -17 -21
right_child=1 -3 4 18 7 6 -8 -9 -10 10 11 -13 -14 14 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.538548627555084 -3654.1859324811776 203.91091503694074 726.49923291729419 -74461.590494403834 -47349.113032670459 -14101.108867563102 -2916.502672499023 -70.697441138820551 3003.5836593583226 -54978.124897203947 141066.39428879312 26467.421757663025 65835.589699074088 -166328.57236592064 -40316.26933396465 45179.551909083952 -125056.17659646738 4315.687209821429 21465.471796875001 179957.8036005435 149291.74674511721 23268.920868177818 -100290.567125 16157.961375110557 -130067.39212646485 -49533.548167782741 -69549.019091796872 26154.48413450678 -36875.501086566095 49728.212890625
leaf_weight=3671018 15325 255341 23978 80 55 390 37248 55081 12671 38 29 294 27 37 99 51 23 35 30 23 50 71 25 742 32 42 24 830 87 28
leaf_count=3671018 15325 255341 23978 80 55 390 37248 55081 12671 38 29 294 27 37 99 51 23 35 30 23 50 71 25 742 32 42 24 830 87 28
internal_value=0 -96.049 -615.511 -3972.36 -223.018 -1533.6 -3240.69 942.57 4716.44 1117.68 27100.2 36756.5 -25076.6 -29743.2 -74599 14963.7 16624.9 -46986.9 -48299.7 18465.1 27538.4 75344.5 21587.2 7591.05 -29801 24804.7 28254.7 30919 -6550.81 108459
internal_weight=0 402786 147445 15435 132010 62140 37801 69870 14789 24339 361 323 553 526 136 2118 2063 58 110 2005 1093 121 972 912 170 947 905 881 138 51
internal_count=4073804 402786 147445 15435 132010 62140 37801 69870 14789 24339 361 323 553 526 136 2118 2063 58 110 2005 1093 121 972 912 170 947 905 881 138 51
is_linear=0
shrinkage=0.1


Tree=3806
num_leaves=31
num_cat=0
split_feature=1 1 7 0 4 4 0 0 5 6 0 3 4 6 0 6 0 3 0 0 0 0 4 6 4 6 0 6 0 0
split_gain=4.69736e+11 1.38091e+13 3.49107e+13 4.76996e+13 4.98167e+13 4.95436e+13 4.48166e+13 5.37877e+13 8.14563e+13 5.29866e+13 6.39153e+13 4.44276e+13 4.12239e+13 3.75018e+13 4.93124e+13 3.71398e+13 5.2919e+13 3.47109e+13 3.41556e+13 4.67891e+13 3.24966e+13 3.15348e+13 3.07092e+13 3.04351e+13 2.99176e+13 2.97742e+13 6.34983e+13 3.62017e+13 3.0945e+13 8.53813e+13
threshold=37.71815560000001 37.682335600000009 6.0000000000000009 55.539595350000006 9.5000000000000018 10.500000000000002 55.876067900000002 55.801384500000005 2.5000000000000004 55.015000000000008 55.840017500000009 6.5000000000000009 26.500000000000004 62.625000000000007 55.840017500000009 78.605000000000004 55.539595350000006 3.5000000000000004 55.858844800000007 55.866549750000011 55.866549750000011 55.753967500000009 15.500000000000002 68.00500000000001 20.500000000000004 74.015000000000015 55.759969450000007 66.010000000000005 55.685785750000008 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 22 -11 18 15 20 -15 25 -17 21 -10 -20 -13 -6 -9 -21 -18 27 -27 28 -3 -30
right_child=-2 2 3 4 5 -7 -8 8 11 10 -12 13 -14 14 -16 16 24 -19 19 23 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=10.493262651680389 18.223033921493165 -3173.8622229039429 -17500.237450003977 24048.194573181427 43626.014804486149 2188.6231367965283 4549.3549990144684 -10566.672588414134 -67140.671699158833 100208.90510764898 -29000.580610280798 -100024.79215666119 -50712.978721294989 -32019.039513739222 -187096.10174107144 -43484.502211718755 18971.75334066468 -44584.300190021728 124985.83037500001 1989.3872964348593 48608.913769531253 -72233.955312815015 -46466.953139196034 -135049.15081845238 80709.860083276115 -52386.385900236433 66228.8815521816 17880.069816511106 -44769.165476741255 -2981.4380098270872
leaf_weight=879340 3162899 5498 1283 1009 97 13870 3348 998 163 86 69 38 198 29 70 125 571 383 25 71 24 31 313 21 91 304 53 624 743 1430
leaf_count=879340 3162899 5498 1283 1009 97 13870 3348 998 163 86 69 38 198 29 70 125 571 383 25 71 24 31 313 21 91 304 53 624 743 1430
internal_value=0 -63.2751 -2118.32 1024.69 2569.04 1062.02 -5637.22 -8591.54 -23936.3 -12600.8 42689.8 -61618.3 -5555.08 -103476 -141669 -4607.81 16190.5 -29517.3 -37550.2 3674.02 -42489.2 15566.2 -19137.8 -29291.1 27458.4 -6499.65 -34776.8 -5282.66 -7166.84 -17269.6
internal_weight=0 910905 31565 16673 15390 14381 14892 11544 1907 1466 155 441 9637 161 99 9439 787 511 280 117 62 128 1311 92 662 8652 357 8295 7671 2173
internal_count=4073804 910905 31565 16673 15390 14381 14892 11544 1907 1466 155 441 9637 161 99 9439 787 511 280 117 62 128 1311 92 662 8652 357 8295 7671 2173
is_linear=0
shrinkage=0.1


Tree=3807
num_leaves=31
num_cat=0
split_feature=1 0 0 1 7 0 0 4 4 4 6 6 1 2 4 6 4 5 3 0 0 6 4 4 0 0 4 5 0 4
split_gain=4.74979e+11 1.44683e+13 6.07266e+13 5.96144e+13 1.27259e+14 8.4843e+13 8.96661e+13 6.90147e+13 2.84759e+14 4.72491e+13 7.09694e+13 7.69075e+13 6.99201e+13 4.98675e+13 8.14451e+13 7.7155e+13 9.2125e+13 5.52299e+13 5.50819e+13 5.14116e+13 4.96849e+13 4.5173e+13 4.29678e+13 6.83771e+13 5.57385e+13 1.13988e+14 9.0273e+13 5.5185e+13 4.18873e+13 4.12301e+13
threshold=37.475446350000006 55.728148450000006 55.660117850000006 37.46219940000001 6.0000000000000009 55.579943700000008 55.568628050000008 15.500000000000002 16.500000000000004 8.5000000000000018 68.515000000000015 36.905000000000008 37.234509300000006 75.000000000000014 11.500000000000002 56.805000000000007 27.500000000000004 1.5000000000000002 1.5000000000000002 55.721784200000009 55.696737300000009 84.810000000000016 21.500000000000004 23.500000000000004 55.633951400000008 55.60524465000001 16.500000000000004 2.5000000000000004 55.595177750000005 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 22 6 7 -6 -9 -4 11 -11 -12 14 20 18 17 -17 19 -16 -13 -8 24 -24 25 -5 27 -26 -7 -27
right_child=-2 -3 9 4 5 28 21 8 -10 10 12 13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=280.22536616299726 15.400028597707504 216.25051738459706 5508.9053133035713 15288.56025399936 -34988.297701620009 -86038.234149774769 8315.852987980843 91881.746517550564 -23589.852293297281 6411.3953909249849 -30336.565991698335 -148661.76712552583 7517.1802686065639 -8086.6665431858828 26583.021690150672 110506.75523792615 8663.786910854642 -49276.379374770178 -10578.40064218406 190726.85394021741 -46436.427964263094 -38700.87071947947 -217462.37976562502 -14742.533202138573 -121266.33252604166 -38765.604304739936 131158.41098502951 87250.112943892047 -31037.714627207883 -147071.59330842391
leaf_weight=166001 3385222 489856 3301 2321 1885 222 2048 248 1538 2234 551 52 4265 7192 112 22 391 1296 3414 23 555 227 20 99 30 149 94 22 368 46
leaf_count=166001 3385222 489856 3301 2321 1885 222 2048 248 1538 2234 551 52 4265 7192 112 22 391 1296 3414 23 555 227 20 99 30 149 94 22 368 46
internal_value=0 -75.71 -795.387 -156.637 -7940.22 -15563.7 -11974.7 -21641.9 -7555.72 -5579.41 -7399.8 -10734 3186.32 -13667.5 -20511 -16507.1 -33963.4 -46609.3 -8101.05 54548.3 -55193.8 3624.51 9976.64 -48813.1 12604.7 9118.99 72674 -33047.8 -51732.8 -64314.7
internal_weight=0 688582 198726 175318 9317 6536 5946 3671 1786 23408 20107 15291 4816 13057 5865 5258 1709 1318 3549 135 607 2275 2781 119 2662 2516 146 52 590 195
internal_count=4073804 688582 198726 175318 9317 6536 5946 3671 1786 23408 20107 15291 4816 13057 5865 5258 1709 1318 3549 135 607 2275 2781 119 2662 2516 146 52 590 195
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 5 4 4 7 6 6 2 0 3 3 2 0 0 3 5 4 3 6 4 7 4 4 4 1
split_gain=5.81707e+11 4.84383e+12 1.60319e+13 2.93525e+13 2.95486e+13 3.67293e+13 4.24605e+13 3.69455e+13 3.37282e+13 4.77316e+13 4.05164e+13 3.05514e+13 3.35729e+13 2.85416e+13 2.6432e+13 2.536e+13 2.41848e+13 3.8726e+13 7.51059e+13 3.38773e+13 3.57415e+13 2.47818e+13 2.79248e+13 4.96823e+13 7.19952e+13 4.37958e+13 4.13299e+13 2.84327e+13 2.78951e+13 3.7186e+13
threshold=37.343102500000008 37.401708450000008 56.342669500000007 56.067362750000008 55.910578700000009 55.883833400000007 3.5000000000000004 13.500000000000002 23.500000000000004 6.0000000000000009 87.395000000000024 63.140000000000008 75.000000000000014 55.866549750000011 8.5000000000000018 7.5000000000000009 75.000000000000014 55.667390500000003 55.685785750000008 7.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 59.025000000000013 4.5000000000000009 6.0000000000000009 4.5000000000000009 11.500000000000002 2.5000000000000004 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 11 -10 -9 15 16 -8 -13 21 -18 19 20 -19 28 23 27 -25 -26 -24 -23 -2 -30
right_child=1 -3 -4 -5 -6 6 14 8 10 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 26 24 25 -27 -28 -29 29 -31
leaf_value=-91.454155998242356 -62013.125755208341 4.3988374431200965 -50384.644459635419 49524.160856894843 -22248.439016044184 54369.283446919326 14126.190545280613 -28278.469957965353 21505.715135113045 -148225.22705078125 151167.45269140624 33621.828964120374 -4612.5243366520581 -9478.0480639478155 -83140.273034855782 176515.79847146739 -761.43826436919107 30556.013818359377 8425.7418175999428 -24474.37775297619 161049.29493148054 -21270.067767537435 -143259.70000000001 157779.09210937502 -46727.811476512237 4000.7647835214761 642.915693141524 7750.5481783258483 87008.838456833968 6445.6535646326411
leaf_weight=594077 30 3448569 60 126 530 282 49 184 669 24 25 27 82 2473 65 23 6904 32 7084 21 61 480 20 20 680 227 9607 1138 99 136
leaf_count=594077 30 3448569 60 126 530 282 49 184 669 24 25 27 82 2473 65 23 6904 32 7084 21 61 480 20 20 680 227 9607 1138 99 136
internal_value=0 15.6135 1256.86 1356.49 1160.54 1568.09 17213.6 22285.3 13535.1 -12268.3 26176.5 -1942.45 34768.4 796.923 -41332.8 99353.1 1754.38 4589.34 9721.56 90244.2 116148 -1460.1 -2118.75 -11434.4 -29893.4 -34031.7 343.959 -858.782 28792.8 40385
internal_weight=0 3.47973e+06 31158 31098 30972 30442 1430 1316 1034 340 694 316 132 29012 114 50 26539 14102 7198 114 93 12437 12172 2545 927 907 9627 1618 265 235
internal_count=4073804 3479727 31158 31098 30972 30442 1430 1316 1034 340 694 316 132 29012 114 50 26539 14102 7198 114 93 12437 12172 2545 927 907 9627 1618 265 235
is_linear=0
shrinkage=0.1


Tree=3809
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 6 7 6 0 0 5 6 0 0 6 4 4 0 6 7 0 4 0 0 6 0 5 5 3 0
split_gain=4.76676e+11 9.65676e+12 3.99066e+13 6.38527e+13 6.2266e+13 1.54835e+14 1.84184e+14 8.1135e+13 5.51167e+13 7.70212e+13 7.56384e+13 9.77095e+13 6.29229e+13 5.18563e+13 8.63987e+13 4.5251e+13 5.83939e+13 4.3197e+13 4.03242e+13 3.97576e+13 5.60202e+13 1.28232e+14 5.46287e+13 4.1301e+13 4.01552e+13 8.78419e+13 8.6386e+13 8.16925e+13 3.78607e+13 3.84844e+13
threshold=37.442254400000003 37.46219940000001 15.500000000000002 12.500000000000002 104.01000000000001 81.705000000000013 6.0000000000000009 76.605000000000004 55.775215600000003 55.897267000000006 3.5000000000000004 88.825000000000003 55.676890650000011 55.667390500000003 78.605000000000004 23.500000000000004 16.500000000000004 55.988910100000005 68.515000000000015 6.0000000000000009 55.579943700000008 14.500000000000002 55.633951400000008 55.539595350000006 60.305000000000007 55.595177750000005 2.5000000000000004 2.5000000000000004 7.5000000000000009 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 10 -10 12 -12 13 15 -15 16 -4 -11 -17 28 23 -22 24 -21 -23 26 -26 -27 29 -5
right_child=1 -3 8 4 -6 6 -8 -9 9 17 11 -13 -14 14 -16 18 -18 -19 -20 20 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-78.045688941266121 1406.1498566799614 3.3148845373252538 -20324.221318445099 -57657.288499548849 -86932.029231770837 -7087.8011314655178 230217.54260416669 -44757.042921916094 29571.852983090939 -57321.718726094572 265825.31130952382 23457.806466064456 -48243.414080981187 10828.388857638889 177680.33394639759 -30836.271598963587 10081.713782146247 -484.92265239823519 -135748.67723858173 1523.0170788965193 130619.67401751895 23038.280279895745 -101709.24358520508 -123822.47101966594 -33412.913732638895 230442.12075 131596.8913424745 -8691.2040624999991 23139.246483458432 19717.778451152913
leaf_weight=656467 6882 3400925 1780 171 54 58 75 202 985 144 21 80 465 225 36 124 979 1873 52 281 132 1127 32 29 90 50 49 20 293 103
leaf_count=656467 6882 3400925 1780 171 54 58 75 202 985 144 21 80 465 225 36 124 979 1873 52 281 132 1127 32 29 90 50 49 20 293 103
internal_value=0 14.9925 2434.85 6563.66 19395.9 21513 126731 16086.9 -3454.38 6650.8 -11518.1 73851.1 -13873.3 -8872.61 33842.5 -12671.1 -9535.02 -4542.68 -61833.1 21257.5 28496 36493.7 27411.4 -10202.9 30504.1 70762.5 24756 162118 -1849.5 -28571
internal_weight=0 3.41734e+06 16412 9648 2766 2712 133 2579 6764 3002 3762 101 3661 3196 261 2935 2759 2017 176 2377 1810 1500 1368 310 1336 209 139 70 567 274
internal_count=4073804 3417337 16412 9648 2766 2712 133 2579 6764 3002 3762 101 3661 3196 261 2935 2759 2017 176 2377 1810 1500 1368 310 1336 209 139 70 567 274
is_linear=0
shrinkage=0.1


Tree=3810
num_leaves=31
num_cat=0
split_feature=3 6 6 0 3 0 5 4 4 4 6 1 6 6 0 0 0 1 0 4 4 6 6 7 1 1 4 0 1 0
split_gain=4.47284e+11 3.02849e+12 8.32876e+12 1.75113e+13 1.16798e+13 1.51572e+13 1.07543e+13 1.32133e+13 1.98329e+13 1.726e+13 1.20632e+13 2.11746e+13 1.31061e+13 1.67383e+13 1.17763e+13 1.81037e+13 1.04618e+13 1.07614e+13 1.82366e+13 1.12917e+13 9.75914e+12 9.68856e+12 1.44046e+13 9.67309e+12 1.89644e+13 1.87749e+13 1.81568e+13 1.09238e+13 1.29716e+13 9.87949e+12
threshold=17.500000000000004 57.410000000000004 66.990000000000023 43.6005307 20.500000000000004 60.042359000000012 1.5000000000000002 21.500000000000004 19.500000000000004 22.500000000000004 78.605000000000004 82.895858600000011 93.050000000000011 101.02000000000002 55.791814000000009 56.324067350000007 59.882709350000006 30.345769800000003 59.825842200000004 24.500000000000004 19.500000000000004 64.405000000000015 60.910000000000004 6.0000000000000009 30.242318500000007 30.370944000000005 24.500000000000004 59.939085000000013 30.472130500000002 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 8 -4 -9 11 14 -12 -14 -11 -16 17 18 -5 -20 -18 22 -3 24 29 26 -26 28 -27 -22
right_child=1 2 6 4 -6 -7 -8 9 -10 10 12 -13 13 -15 15 -17 20 -19 19 -21 23 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=6.4005467938005438 204.82777084766846 79371.880442116482 20254.690688344595 95037.566840277781 -125.34736011390986 17595.96668756846 10.176392323052296 100661.93865017362 -95042.188812500011 -9092.358649976326 -35704.104339240577 129692.30096726189 103213.48753906251 -1791.3705078125001 114763.76854745371 15074.978976004464 3385.2357254941244 -4785.9121617195779 16120.588316880263 -62047.363938104536 -17764.690202501086 108097.95683593751 -37887.918750000004 -11370.780710384239 -105574.43663045806 -69469.970014805949 -17968.026439732141 8777.2125900268566 19907.815713778411 63130.9564058744
leaf_weight=3927269 86944 22 37 27 11129 296 37036 27 25 66 68 21 20 63 27 56 234 9378 154 21 36 20 20 526 73 62 35 64 22 26
leaf_count=3927269 86944 22 37 27 11129 296 37036 27 25 66 68 21 20 63 27 56 234 9378 154 21 36 20 20 526 73 62 35 64 22 26
internal_value=0 -171.54 -720.666 -2257.99 -2406.99 -4725.08 188.483 16295.2 -26236 23872.6 17413.7 35683.9 -3155.4 23511 22434.4 47503.9 -5344.99 -4294.02 18542.5 6740.43 -14684.8 50812.6 23533.9 -19694.8 -33463.4 -45481.4 -77183.5 -22347.5 -46061.5 16159.3
internal_weight=0 146535 59591 22145 22083 10954 37446 410 62 348 321 170 151 83 149 83 10658 9580 202 175 1078 62 42 844 318 256 108 148 84 62
internal_count=4073804 146535 59591 22145 22083 10954 37446 410 62 348 321 170 151 83 149 83 10658 9580 202 175 1078 62 42 844 318 256 108 148 84 62
is_linear=0
shrinkage=0.1


Tree=3811
num_leaves=31
num_cat=0
split_feature=4 1 0 0 2 0 4 4 6 6 4 4 1 6 1 0 6 1 4 0 4 4 4 4 6 6 3 6 6 6
split_gain=4.47976e+11 2.7314e+12 2.69824e+13 5.49264e+13 4.64239e+13 7.71791e+13 1.04107e+14 5.57873e+13 6.22529e+13 9.05685e+13 6.7917e+13 6.76792e+13 6.71464e+13 7.53958e+13 5.1728e+13 1.23069e+14 8.05723e+13 7.88713e+13 1.40374e+14 7.15714e+13 8.48689e+13 7.31711e+13 7.5578e+13 6.92025e+13 6.75295e+13 6.47605e+13 8.16354e+13 6.57887e+13 5.90734e+13 5.68734e+13
threshold=9.5000000000000018 37.475446350000006 55.737027400000009 55.685785750000008 75.000000000000014 55.775215600000003 32.500000000000007 25.500000000000004 59.505000000000003 73.41500000000002 24.500000000000004 22.500000000000004 37.442254400000003 54.990000000000002 37.425454150000007 55.850146250000009 77.565000000000012 37.46219940000001 19.500000000000004 55.81943720000001 18.500000000000004 23.500000000000004 24.500000000000004 15.500000000000002 40.015000000000008 48.410000000000004 10.500000000000002 40.015000000000008 63.705000000000005 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 -2 5 7 14 8 10 11 12 -10 13 -4 -7 16 17 19 23 29 -21 24 -23 -19 -22 26 27 -17 -25 -16
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 25 -18 18 -20 20 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-35.601566997510318 -746.3289894085583 85.431908312471506 11917.952909981326 -7807.5179515190048 -6.8573790301609749 -1566.2055652207246 -146457.50614195477 -7392.4966844718692 110246.54871079442 22207.212064282568 70253.51640811775 17339.358210227274 81229.775051109827 -47801.241816531918 -47745.586124523266 4776.872531926082 46836.912014081405 -40082.294708136797 -5765.6864185289296 22750.29048032812 -16249.749397490532 28554.76976923582 -118445.89988567073 -201537.10594161184 -105421.09003236609 66370.670028234628 71334.668329296881 -127411.03672612028 -37742.263879788305 45046.46577061103
leaf_weight=1892492 99084 1762547 949 12394 290908 9083 47 620 273 647 183 110 107 272 74 130 372 106 781 559 165 238 41 76 175 547 125 53 31 615
leaf_count=1892492 99084 1762547 949 12394 290908 9083 47 620 273 647 183 110 107 272 74 130 372 106 781 559 165 238 41 76 175 547 125 53 31 615
internal_value=0 30.8877 -198.684 -1531.38 284.794 5464.83 2107.95 19501.9 26064.1 45022 13141.1 83563 5270.92 -1385.59 2638.1 11979.5 3056.74 -2635.75 -25390.9 9479.2 -5494.68 -31001.9 6952.52 -97350 -62146.8 45719.1 9042.34 -33507.1 -154083 35080.4
internal_weight=0 2.18131e+06 418765 111478 307287 16379 13218 3161 2541 1030 1511 383 1328 1221 13171 4088 3233 2861 994 1867 1178 619 279 213 340 855 308 183 107 689
internal_count=4073804 2181312 418765 111478 307287 16379 13218 3161 2541 1030 1511 383 1328 1221 13171 4088 3233 2861 994 1867 1178 619 279 213 340 855 308 183 107 689
is_linear=0
shrinkage=0.1


Tree=3812
num_leaves=31
num_cat=0
split_feature=6 7 4 0 0 0 0 1 0 1 4 4 0 0 1 6 6 0 4 4 6 3 1 1 4 1 3 0 1 6
split_gain=4.62688e+11 3.52758e+12 1.1723e+13 1.70135e+13 2.4185e+13 3.48032e+13 2.41351e+13 4.3406e+13 2.02592e+13 2.85766e+13 1.91821e+13 1.91173e+13 2.95171e+13 5.96047e+13 3.43001e+13 2.81917e+13 2.77278e+13 2.36044e+13 2.27351e+13 2.17279e+13 2.02228e+13 1.94454e+13 1.8466e+13 1.86633e+13 1.54637e+13 1.51389e+13 1.65798e+13 1.45817e+13 3.66575e+13 3.60097e+13
threshold=87.395000000000024 6.0000000000000009 21.500000000000004 54.73499850000001 45.001720900000002 45.022979600000006 54.86311005000001 56.02161850000001 45.053967500000006 38.958307950000012 23.500000000000004 23.500000000000004 59.882709350000006 59.905532300000012 30.157841000000001 93.050000000000011 93.050000000000011 55.039488700000007 22.500000000000004 22.500000000000004 101.02000000000002 16.500000000000004 39.038055050000004 41.966773150000002 22.500000000000004 39.069277450000008 18.500000000000004 45.07004340000001 39.105193450000009 104.01000000000001
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 24 10 7 -5 9 -7 -6 12 17 16 -15 18 -14 -8 -16 21 -18 -17 -11 -24 -4 -26 -27 -10 29 -29
right_child=1 2 3 6 5 8 11 -9 27 22 -12 -13 13 14 15 19 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=8.4488484886181041 88.13894409081972 -1678.5547703501088 -37941.944684103262 164061.33203125 -131953.14989583334 -55985.585156250003 102201.96814648439 -30956.440260242282 -26805.406780490728 43974.173309211015 -37340.065979166669 530.45421308418611 33283.499318910261 -75271.38652844551 18021.521596827653 84166.86467633929 202005.73688038794 4620.0273607047884 101342.64381835939 -29008.888787286935 89083.84758370537 -31887.706285511365 -26529.361402738767 78276.478050595251 4929.6837652439026 118653.0081940407 11919.641681463068 58338.373247528078 -11308.50047774542 -22516.268085007439
leaf_weight=3832905 180006 43250 23 25 30 48 25 21 391 212 75 11462 39 39 66 42 29 2933 65 110 35 22 89 21 41 43 22 160 1491 84
leaf_count=3832905 180006 43250 23 25 30 48 25 21 391 212 75 11462 39 39 66 42 29 2933 65 110 35 22 89 21 41 43 22 160 1491 84
internal_value=0 -134.428 -792.36 1380.06 -5877.85 -7973.97 2708.7 75031.5 -5601.44 15994.4 -64372.4 2484.93 9064.13 33015.1 13033.7 24325.2 99749.1 5444.76 59364.1 -2054.59 140252 44273.1 26724.3 -6520.97 36385.8 52513.5 82527.9 -9359.88 -5428.36 30503.2
internal_weight=0 240899 60893 17643 2730 2601 14913 46 2496 370 105 14867 3405 447 344 305 103 2958 131 174 64 64 322 110 129 106 65 2126 1735 244
internal_count=4073804 240899 60893 17643 2730 2601 14913 46 2496 370 105 14867 3405 447 344 305 103 2958 131 174 64 64 322 110 129 106 65 2126 1735 244
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=31
num_cat=0
split_feature=2 5 4 4 6 0 0 0 0 3 6 0 1 1 6 6 0 3 0 6 6 0 1 1 0 5 0 7 4 1
split_gain=4.52561e+11 4.06603e+12 1.27772e+13 3.05224e+13 3.8586e+13 2.9611e+13 3.33832e+13 2.59061e+13 4.00411e+13 2.56445e+13 2.53471e+13 2.28311e+13 2.55461e+13 2.46013e+13 2.19278e+13 2.0505e+13 2.03487e+13 1.86728e+13 1.98982e+13 1.83976e+13 1.45523e+13 1.41326e+13 1.62983e+13 1.38463e+13 1.79964e+13 1.37232e+13 1.39438e+13 1.34337e+13 2.18731e+13 6.15476e+13
threshold=451.00000000000006 3.5000000000000004 18.500000000000004 16.500000000000004 128.05000000000004 55.660117850000006 55.554045200000012 55.922096200000006 55.858844800000007 13.500000000000002 73.995000000000019 55.972700350000004 37.740454950000007 37.843405600000004 95.045000000000016 79.710000000000022 55.988910100000005 3.5000000000000004 55.79439725000001 100.05000000000001 106.49500000000002 55.579943700000008 37.755233900000007 37.768783500000005 55.759969450000007 4.5000000000000009 55.897267000000006 6.0000000000000009 14.500000000000002 37.331232350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 10 14 -5 12 -9 -13 -10 -12 -4 18 19 21 -16 -17 -23 -19 -25 26 -7 28 -3 -30
right_child=-2 2 16 4 5 25 -8 11 9 -11 15 13 -14 -15 20 17 -18 23 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=40.753424845294077 -14.883971382044393 1608.4383718920312 -5986.937016779807 -72258.762007472833 -7113.6433056640635 72230.7001953125 -187636.18303571432 207589.02931547619 568.03601857311321 44961.776562500003 131755.32611723401 -28322.892527721779 57978.612152343761 105005.37426562501 -156957.56892578126 23578.883054832178 78315.102720905183 12334.05943635895 145264.24713541669 6461.3778682585689 -55112.56348071809 179430.18489583334 58798.351432291667 69674.728301164214 -20833.0188773019 -33239.635910081131 -27447.862160326087 -9055.925208612276 135469.91023437501 11823.472215263007
leaf_weight=664604 3396489 7781 2260 23 20 36 21 21 53 40 21 31 25 25 20 27 29 377 24 62 47 21 24 102 28 65 23 1078 45 382
leaf_count=664604 3396489 7781 2260 23 20 36 21 21 53 40 21 31 25 25 20 27 29 377 24 62 47 21 24 102 28 65 23 1078 45 382
internal_value=0 74.6377 1846.3 3332.15 18804.6 -25904.3 -99576.4 26401.9 20805.8 -24380.4 31003 74078 126279 31198.7 -47494.5 34465.1 -4918.89 31392.8 61409.9 46391.3 -85514.1 80775.3 115093 22038.3 50180.8 -1544.94 33373 1439.34 2817.74 24854.1
internal_weight=0 677315 12711 10422 1136 165 41 971 869 160 709 102 46 56 120 686 2289 665 158 134 67 72 45 507 130 124 59 9286 8208 427
internal_count=4073804 677315 12711 10422 1136 165 41 971 869 160 709 102 46 56 120 686 2289 665 158 134 67 72 45 507 130 124 59 9286 8208 427
is_linear=0
shrinkage=0.1


Tree=3814
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 5 7 4 5 4 1 0 6 1 5 6 6 6 6 6 4 4 3 1 6 4 4 0 4
split_gain=4.15572e+11 9.18454e+12 2.67591e+13 1.46303e+13 1.46963e+13 1.06749e+14 5.8536e+13 3.819e+13 3.82145e+13 5.36808e+13 3.78988e+13 6.05567e+13 6.05121e+13 5.32353e+13 4.46568e+13 4.44987e+13 4.44601e+13 4.47476e+13 4.04857e+13 6.76389e+13 7.60118e+13 4.32509e+13 4.12581e+13 6.17756e+13 3.57905e+13 3.52661e+13 3.15198e+13 3.05025e+13 5.77354e+13 3.31125e+13
threshold=49.230435000000007 49.111590500000005 55.554045200000012 25.305000000000003 55.801384500000005 55.791814000000009 3.5000000000000004 6.0000000000000009 23.500000000000004 3.5000000000000004 9.5000000000000018 49.147669400000005 55.79439725000001 39.810000000000009 49.195555600000006 1.5000000000000002 106.49500000000002 61.025000000000006 65.00500000000001 78.605000000000004 84.810000000000016 6.5000000000000009 5.5000000000000009 3.5000000000000004 49.176406850000006 103.03500000000001 17.500000000000004 17.500000000000004 55.667390500000003 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 7 10 -5 9 27 11 13 24 -7 16 -15 17 -14 -17 -20 -21 22 23 25 -12 -22 -26 29 -29 -9
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 12 -13 14 15 -16 18 -18 -19 19 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5.6726352110205989 -38.309397184509358 -31442.548972851564 -9883.4940229330641 2763.3579420409369 -829.77768192321309 -58529.584029447113 -38503.648122996798 -68321.189397321432 8559.2851131113384 73503.033284309116 24925.819608421691 -8866.504536710263 34563.732747187845 158568.59542738972 -6389.5619967296516 -10760.452700063346 -54546.470346467395 73387.375289634147 161713.89109485556 -118271.7625279018 198214.07621875001 -37199.514109848489 197965.78113839286 -94895.601875000008 19724.695252430261 38581.473689516126 -13537.554365664415 61184.448488609822 -12924.516667346843 1103.7660439541521
leaf_weight=2339440 1670495 250 1141 26434 18411 52 195 70 2002 83 1050 1076 1076 34 215 111 46 410 53 28 25 33 28 20 471 31 721 107 5995 3701
leaf_count=2339440 1670495 250 1141 26434 18411 52 195 70 2002 83 1050 1076 1076 34 215 111 46 410 53 28 25 33 28 20 471 31 721 107 5995 3701
internal_value=0 26.6281 1209.76 1338.08 1543.01 2534.35 15335.9 642.057 -4047.23 -6582.21 17251.7 3649.35 22336 36100.1 36288.8 49655.8 42278.2 45275.5 38400.4 63431.9 31862.5 62546.9 94197.2 55966.7 11463.8 109846 -394.501 -7255.46 -11625 -184.95
internal_weight=0 2.40331e+06 63869 63619 62478 44067 5675 38392 11958 9956 5480 1491 3989 415 1747 363 1532 1486 329 218 165 137 104 76 2242 56 1192 9873 6102 3771
internal_count=4073804 2403309 63869 63619 62478 44067 5675 38392 11958 9956 5480 1491 3989 415 1747 363 1532 1486 329 218 165 137 104 76 2242 56 1192 9873 6102 3771
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=31
num_cat=0
split_feature=0 0 6 6 6 6 1 1 3 1 1 4 4 6 6 1 4 6 6 0 1 1 6 1 1 3 4 6 0 4
split_gain=4.44999e+11 8.6371e+12 2.53648e+13 3.34174e+13 5.23942e+13 4.88981e+13 6.14259e+13 1.60129e+14 1.6007e+14 7.13721e+13 5.28004e+13 4.13299e+13 3.84459e+13 4.3178e+13 3.83597e+13 3.85666e+13 3.81512e+13 3.77959e+13 3.72878e+13 6.38756e+13 6.29213e+13 6.99827e+13 3.38105e+13 3.2873e+13 1.36124e+14 6.51326e+13 5.77516e+13 4.54568e+13 4.96882e+13 5.56212e+13
threshold=55.753967500000009 55.783232450000007 46.010000000000012 72.50500000000001 84.00500000000001 66.50500000000001 37.543519500000009 37.618684050000006 1.5000000000000002 37.534144550000008 38.066230450000006 6.5000000000000009 26.500000000000004 68.00500000000001 90.045000000000016 37.957884500000006 22.500000000000004 70.00500000000001 69.605000000000004 55.768246800000007 37.563506350000004 37.586700500000006 66.990000000000023 37.534144550000008 37.618684050000006 13.500000000000002 22.500000000000004 32.805000000000007 55.759969450000007 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 5 -5 -4 9 8 -8 12 22 14 13 -7 -6 -16 -12 -14 19 -10 -20 -22 -9 26 25 27 -2 28 29 -25
right_child=1 -3 3 4 11 6 7 10 18 -11 16 -13 17 -15 15 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=25.951080870264946 -15353.334081230081 6.5426335147590384 -2932.6269870864203 9597.9477886139703 -28677.486621806569 70823.716246966025 84453.300100160268 -119433.56313802084 -142219.40884107508 137393.49386393229 -9685.1484121568174 -9531.0580551743096 -109921.98192997684 193.12623542138132 69866.201481023498 10939.365452443817 44640.919879548448 34983.830324074072 -304864.32718750002 32710.906018518519 -10533.5126953125 -259346.289609375 -30527.327200984182 148561.81236328123 536.59093517751319 -50617.10768082866 11222.513674100186 47764.939412822983 -31074.64679910714 8421.0556215266606
leaf_weight=2520097 2754 1490295 21898 4686 137 103 39 45 92 42 2043 3785 54 542 169 324 138 27 30 27 26 20 865 40 22964 89 1163 1038 175 97
leaf_count=2520097 2754 1490295 21898 4686 137 103 39 45 92 42 2043 3785 54 542 169 324 138 27 30 27 26 20 865 40 22964 89 1163 1038 175 97
internal_value=0 -42.0924 -1185.1 -2981.79 2233.15 -4807.85 -14840.5 -20728.1 -100487 10649.5 -14690.1 -5583.72 3317.21 11472.1 18131.6 31139.4 -6247.74 -61620 -137475 -102529 -192194 -118713 -34923.8 1041.22 2406.2 32242.1 -7462.68 37704.6 4234.78 49338.1
internal_weight=0 1.55371e+06 63412 35092 9101 25991 4093 3325 234 768 3091 4415 726 645 630 493 2181 81 195 119 76 46 910 28320 24403 1439 3917 1350 312 137
internal_count=4073804 1553707 63412 35092 9101 25991 4093 3325 234 768 3091 4415 726 645 630 493 2181 81 195 119 76 46 910 28320 24403 1439 3917 1350 312 137
is_linear=0
shrinkage=0.1


Tree=3816
num_leaves=31
num_cat=0
split_feature=4 1 1 3 6 3 1 4 1 4 0 6 0 6 6 6 6 3 6 0 3 6 6 6 6 6 4 3 3 3
split_gain=4.292e+11 4.00252e+12 8.28191e+12 5.46723e+13 3.86294e+13 1.4195e+13 6.17083e+12 1.02979e+13 6.0748e+12 2.98687e+13 5.78177e+12 5.29252e+12 8.83234e+12 7.02994e+12 3.66441e+12 5.54331e+12 5.32578e+12 4.38956e+12 3.54907e+12 3.42883e+12 9.16746e+12 6.21051e+12 6.38892e+12 5.4676e+12 4.12397e+12 3.38062e+12 3.35593e+12 3.0721e+12 2.92998e+12 1.59932e+13
threshold=36.500000000000007 37.563506350000004 37.543519500000009 12.500000000000002 52.990000000000002 21.500000000000004 37.534144550000008 38.500000000000007 37.649344350000007 37.500000000000007 55.801384500000005 51.405000000000008 55.696737300000009 49.010000000000012 37.705000000000005 42.875000000000007 46.010000000000012 24.500000000000004 62.995000000000012 55.801384500000005 3.5000000000000004 49.895000000000003 61.425000000000004 40.610000000000007 78.605000000000004 39.505000000000003 38.500000000000007 2.5000000000000004 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 2 6 -4 -5 -6 10 -8 9 -3 11 13 27 14 17 -16 -17 -2 -12 21 -21 23 -23 26 -24 -22 -11 -13 29 -10
right_child=1 8 3 4 5 -7 7 -9 28 19 18 12 -14 -15 15 16 -18 -19 -20 20 25 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.84636941848322467 -8512.9026405484074 106981.90468750001 -162319.27235514324 -102094.74954101563 119926.15638586956 8825.0677989130436 65068.791154928775 -25362.112597656251 7122.8616622121717 28519.630702275819 -68544.650595238098 -36414.913281250003 64197.818652343754 -52035.521704727566 32147.343047299593 -31158.577799166171 18877.109743923615 -63789.266328125006 -10406.344081333707 -22877.439474826388 22133.394047619047 -57567.626501464845 29198.993522135421 61908.191250000003 -31481.450223214284 77627.996501358692 -23032.742257254464 3733.6465389675564 3341.5452610431876 -51816.708475167412
leaf_weight=4071036 51 33 24 20 23 23 34 20 171 23 21 20 24 39 46 52 36 20 21 27 21 32 24 20 21 23 28 405 1403 63
leaf_count=4071036 51 33 24 20 23 23 34 20 171 23 21 20 24 39 46 52 36 20 21 27 21 32 24 20 21 23 28 405 1403 63
internal_value=0 1244.8 -4329.69 -33069.8 13930 64375.6 -1051.35 31575.9 3838.75 18292.3 -3448.46 -1265 5177.23 -13119.8 -5716.27 4015.73 -10689.4 -24083.7 -39475.5 4928.1 22993.7 -3738.51 -23409.1 17594.3 881.453 51141.9 216.367 1844.3 1613.77 -8745.48
internal_weight=0 2768 879 90 66 46 789 54 1889 252 735 693 449 244 205 134 88 71 42 219 71 148 77 71 45 44 51 425 1637 234
internal_count=4073804 2768 879 90 66 46 789 54 1889 252 735 693 449 244 205 134 88 71 42 219 71 148 77 71 45 44 51 425 1637 234
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=31
num_cat=0
split_feature=2 1 7 1 6 0 4 0 6 4 3 6 0 0 6 0 6 3 0 0 0 1 1 6 5 3 6 6 0 5
split_gain=4.19743e+11 4.02215e+12 1.79531e+13 3.4056e+13 2.63461e+13 5.96668e+13 9.3382e+13 4.0887e+13 3.60546e+13 3.38327e+13 4.5845e+13 4.35379e+13 3.76015e+13 3.74578e+13 3.46601e+13 2.84336e+13 2.79317e+13 2.75851e+13 2.82899e+13 2.49316e+13 5.90058e+13 2.60674e+13 3.10947e+13 4.00438e+13 5.75702e+13 3.35173e+13 3.15416e+13 2.98092e+13 2.96052e+13 2.42352e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.729575300000008 49.485000000000007 55.418618900000006 9.5000000000000018 55.579943700000008 50.010000000000012 16.500000000000004 19.500000000000004 67.00500000000001 55.922096200000006 55.60524465000001 59.025000000000013 55.622114900000007 57.005000000000003 2.5000000000000004 55.676890650000011 55.759969450000007 55.749683450000006 37.780517050000007 37.897576350000001 68.515000000000015 2.5000000000000004 18.500000000000004 64.015000000000015 74.615000000000009 55.753967500000009 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 -6 -7 -9 11 12 14 -11 -12 -10 -13 -14 18 -16 20 -5 28 23 26 -25 27 -23 -26 -22 -19
right_child=-2 2 -4 19 5 7 -8 8 9 10 13 15 16 -15 17 -17 -18 29 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-135.47335190020334 -14.334148455750507 1770.1547982385634 -1022.6465174826801 1097.7012962709503 -38490.342988281249 -4976.2547962782119 246600.70924479165 77963.700623056837 2904.8989790274427 60443.200115136489 -155668.96473214286 68721.326962890627 48781.108425071026 6658.5039861505684 61039.356895380435 -18478.15874813492 -18880.244239573236 81735.874566566781 -35007.363892663045 -647.2416338611954 -101885.81345486111 19216.088550208398 4078.364734570921 90916.873320521394 93891.855854096299 133573.38079427084 -25364.269495828441 -2564.2952130050344 -4419.1493127230942 32959.929650842685
leaf_weight=392867 3396489 4163 70735 108488 20 1035 27 98 612 419 21 40 110 44 46 574 137 146 92 92769 36 1921 1686 187 37 24 173 239 232 337
leaf_count=392867 3396489 4163 70735 108488 20 1035 27 98 612 419 21 40 110 44 46 574 137 146 92 92769 36 1921 1686 187 37 24 173 239 232 337
internal_value=0 71.8805 358.269 815.326 7249.69 13319.8 125285 11901.7 18429.6 16166.5 34376.1 8959.53 42199.7 -45785.8 19793.9 -12797.4 11252.3 36438.1 -2991.79 567.665 1564.86 12740.3 14640.4 21539.9 47368.3 20223 15533 10366.4 -17511.7 47703.8
internal_weight=0 677315 284448 213713 7921 3758 47 3711 2676 2578 731 1847 666 65 1233 614 247 621 138 205792 113023 4535 4267 2581 487 300 2094 276 268 483
internal_count=4073804 677315 284448 213713 7921 3758 47 3711 2676 2578 731 1847 666 65 1233 614 247 621 138 205792 113023 4535 4267 2581 487 300 2094 276 268 483
is_linear=0
shrinkage=0.1


Tree=3818
num_leaves=31
num_cat=0
split_feature=4 4 1 0 1 1 6 6 5 0 1 7 3 1 1 3 6 0 6 0 3 3 3 6 6 2 0 6 0 3
split_gain=4.34485e+11 6.61509e+12 1.78224e+13 1.86338e+13 6.25676e+13 7.33853e+13 5.93762e+13 4.77908e+13 6.18827e+13 6.15265e+13 5.88664e+13 1.12368e+14 4.71378e+13 3.72134e+13 3.24773e+13 7.01701e+13 3.4106e+13 2.93759e+13 2.62316e+13 2.69802e+13 2.38082e+13 7.82377e+13 2.65154e+13 4.60739e+13 2.84379e+13 2.28686e+13 2.28073e+13 4.07405e+13 2.02801e+13 1.9974e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 45.00849250000001 39.873894000000007 39.763755750000009 44.605000000000011 57.995000000000012 2.5000000000000004 43.6005307 37.318079750000003 6.0000000000000009 6.5000000000000009 39.712886600000012 39.723160900000003 11.500000000000002 64.805000000000021 44.601833250000006 34.010000000000012 44.249882500000005 9.5000000000000018 7.5000000000000009 11.500000000000002 101.02000000000002 99.050000000000011 2882.5000000000005 45.022979600000006 118.04500000000002 44.895258050000002 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 7 -7 18 9 12 11 28 29 17 15 16 -14 -12 19 -4 21 -10 23 -22 -24 -6 27 -5 -11 -9
right_child=-2 2 3 26 25 6 -8 8 20 10 13 -13 14 -15 -16 -17 -18 -19 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.789576877276323 50.117207777617068 6300.8569891831512 -99179.304176666265 -16608.928022922693 -39732.039659288195 36926.665244391028 225868.99894935347 84497.817258522729 4278.2182205303998 142744.34573567708 102230.23994932433 19836.548749122194 332255.60225 -113277.96555706521 55120.992717633933 36197.283522727274 159387.46830357146 7613.1353863314935 5406.5542725373916 -5078.0323054387018 -12837.048203124999 -155042.97820512819 35384.330983253763 201811.25359375001 -93617.377328125003 -5522.7572094649304 -1182.2728965706826 -162176.66593750002 271437.95150000002 -53582.097226562502
leaf_weight=2752001 1214233 3431 50 497 234 39 29 22 147 24 37 89 25 23 28 22 21 290 1437 78 20 39 54 20 25 1185 99639 20 25 20
leaf_count=2752001 1214233 3431 50 497 234 39 29 22 147 24 37 89 25 23 28 22 21 290 1437 78 20 39 54 20 25 1185 99639 20 25 20
internal_value=0 -21.2808 -790.582 -1024.22 5683.54 15007.5 117505 12215.1 30155.5 48151.4 31479.9 86791.8 107106 9671.24 145763 183086 253338 18319 1542.6 -41836.3 -6780.24 -29127.8 28149.6 94487.1 -5438.99 -11164 -1290.97 -22240.2 208404 18745.5
internal_weight=0 2.85957e+06 107570 104139 3983 2564 68 2496 931 626 488 138 138 350 96 68 46 327 1565 128 305 186 119 40 79 1419 100156 517 49 42
internal_count=4073804 2859571 107570 104139 3983 2564 68 2496 931 626 488 138 138 350 96 68 46 327 1565 128 305 186 119 40 79 1419 100156 517 49 42
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=31
num_cat=0
split_feature=1 6 4 1 7 6 1 1 0 3 0 0 6 6 6 4 4 6 0 0 0 4 1 0 4 3 1 4 3 5
split_gain=4.02036e+11 4.5878e+12 8.01667e+12 8.12013e+12 1.11839e+13 8.28139e+12 3.26525e+13 5.77025e+12 8.08132e+12 5.71746e+12 7.19192e+12 1.44361e+13 5.28837e+12 1.39145e+13 2.05996e+13 3.88159e+13 2.10598e+13 2.15371e+13 3.33484e+13 1.77497e+13 1.73081e+13 2.94642e+13 2.60237e+13 3.02006e+13 2.70154e+13 3.30434e+13 4.54625e+13 3.15431e+13 2.33292e+13 2.12123e+13
threshold=30.315889700000003 33.005000000000003 6.5000000000000009 30.303340300000002 6.0000000000000009 32.515000000000008 30.277905650000005 20.507515800000004 54.73499850000001 1.5000000000000002 59.933037250000005 59.982409200000006 91.02500000000002 83.010000000000005 82.00500000000001 16.500000000000004 20.500000000000004 82.905000000000015 59.990753350000013 60.028671700000011 59.838047850000002 7.5000000000000009 30.260128500000004 59.933037250000005 6.5000000000000009 4.5000000000000009 30.226173900000003 10.500000000000002 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 2 3 5 9 7 -7 -1 -9 -5 -11 -12 13 14 -3 19 17 18 -17 20 21 28 24 -24 -22 26 -26 -27 -16 -25
right_child=-2 12 -4 4 -6 6 -8 8 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 23 29 25 27 -28 -29 -30 -31
leaf_value=-17284.82271311184 6.9745835013478299 -333.66334304846015 3232.1537759907192 2488.0260467872195 43626.349739583333 5308.3186875036536 117003.81086774555 41048.898611111115 -1615.4002348931795 -13551.139380365576 -93433.639014862812 -20457.47245780945 1466.5315483760696 -4470.2577945027324 -20048.645362903229 180615.63534564397 21781.495473569983 2429.3423177083332 55461.10082682292 -45699.647733274651 -12267.436867897728 3544.4515246121391 36564.303402110047 19112.68623408565 50822.102367424246 91117.099358974374 229599.84862500001 -36901.706774259874 -149884.10103710936 -59086.0859375
leaf_weight=234 3882433 152302 9559 89 30 401 28 45 3313 177 41 80 15809 8173 31 33 170 30 60 71 55 212 117 54 33 39 25 38 25 97
leaf_count=234 3882433 152302 9559 89 30 401 28 45 3313 177 41 80 15809 8173 31 33 170 30 60 71 55 212 117 54 33 39 25 38 25 97
internal_value=0 -141.497 1601.48 -1910.82 -15193.5 -533.332 12598.5 -2101.69 -1043.66 -19753.2 -26395.7 -45184.9 -279.039 -449.842 -235.627 13462.7 44586.1 76104.6 99870.8 2020.85 6687.73 -13497 18498.9 -1571.8 46809 70877.2 127881 27939 -78010.9 -31121
internal_weight=0 191371 13997 4438 417 4021 429 3592 3358 387 298 121 177374 161565 153392 1090 293 123 93 797 726 268 458 268 190 135 58 77 56 151
internal_count=4073804 191371 13997 4438 417 4021 429 3592 3358 387 298 121 177374 161565 153392 1090 293 123 93 797 726 268 458 268 190 135 58 77 56 151
is_linear=0
shrinkage=0.1


Tree=3820
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 1 1 6 3 1 1 6 6 6 6 6 0 1 1 0 0 6 6 4 3 0 1 4 4 0
split_gain=4.08989e+11 3.38282e+12 1.34456e+13 1.02933e+13 9.83195e+12 6.96105e+12 9.42556e+12 1.17271e+13 1.84518e+13 1.61318e+13 2.86559e+13 1.59331e+13 1.11623e+13 2.0864e+13 9.19445e+12 1.95954e+13 8.64972e+12 8.44931e+12 8.09469e+12 8.07487e+12 2.68425e+13 2.08494e+13 1.24326e+13 1.11789e+13 7.12508e+12 6.87004e+12 7.38387e+12 1.59271e+13 1.62526e+13 1.16956e+13
threshold=87.395000000000024 1.5000000000000002 55.622114900000007 55.520061350000013 55.696737300000009 37.331232350000008 38.977585500000011 94.02500000000002 1.5000000000000002 43.56803845000001 82.963919600000011 149.05000000000004 168.45000000000002 134.05000000000004 118.04500000000002 247.90000000000001 45.085557650000005 50.136929700000003 44.064675150000006 45.047736150000013 47.285193200000002 102.04000000000001 114.05000000000001 5.5000000000000009 7.5000000000000009 55.768246800000007 43.862029600000007 11.500000000000002 12.500000000000002 56.385857200000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 9 11 24 17 -9 13 19 -7 -16 18 -11 -14 21 -21 -10 -23 -22 -8 -6 27 29 -29 -27
right_child=1 -3 4 -5 25 6 7 8 12 10 -12 -13 16 -15 15 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.9434509674794995 -48254.537924107142 -163.98597869392947 68014.435341099335 -77142.043671875013 -31186.994731104656 -17317.163360595703 17780.727176339289 79865.899232313372 -65177.540384615393 -8928.1514062500009 85585.030156249995 -3293.1314865112308 -52266.478668323864 -114396.36221713363 130523.11984375001 11560.093478732641 9896.2461572265638 -95382.709014423075 16360.3065859375 -129662.58719951923 -86888.568005952387 105722.59964843752 -4443.6500116257439 -8036.8238160156252 84641.563429054062 59693.791594132133 -1178.2543861070569 -59737.34194711539 7322.3704180796776 19852.100464461044
leaf_weight=3832905 35 238498 28 20 43 32 28 36 26 20 20 64 55 29 20 45 150 26 25 26 21 20 21 125 37 92 455 39 493 370
leaf_count=3832905 35 238498 28 20 43 32 28 36 26 20 20 64 55 29 20 45 150 26 25 26 21 20 21 125 37 92 455 39 493 370
internal_value=0 -126.387 3608.42 -6221.01 9305.62 -4573.6 -2722.71 -6619.31 -12555.6 20479.3 -14345.6 26644.1 -20427.1 -34296.5 26562 48164.1 -4266.14 -57793.8 -30820.6 -24577.3 -36049.4 4873.42 49296 -19378.5 55840 8203.84 9372.79 14202.5 2406.34 27785.9
internal_weight=0 240899 2401 881 1520 861 826 729 598 131 66 100 498 268 97 65 230 46 80 239 172 67 41 146 65 1492 1449 994 532 462
internal_count=4073804 240899 2401 881 1520 861 826 729 598 131 66 100 498 268 97 65 230 46 80 239 172 67 41 146 65 1492 1449 994 532 462
is_linear=0
shrinkage=0.1


Tree=3821
num_leaves=31
num_cat=0
split_feature=0 1 3 6 6 6 4 1 6 6 4 6 4 5 6 1 6 3 6 6 3 3 1 3 5 4 1 7 3 4
split_gain=3.76002e+11 1.87852e+13 5.72896e+13 3.06291e+13 4.42332e+13 2.58804e+13 1.2982e+13 1.17031e+13 3.14076e+13 3.80351e+13 2.79643e+13 1.26517e+13 8.62948e+12 8.0127e+12 1.86697e+13 1.15992e+13 4.68995e+13 2.95231e+13 3.48512e+13 5.77841e+13 6.21442e+13 4.694e+13 3.03096e+13 2.7278e+13 4.65524e+13 2.74435e+13 2.37116e+13 2.77002e+13 2.38188e+13 5.66286e+13
threshold=43.550475500000012 39.803839700000005 7.5000000000000009 67.445000000000007 46.805000000000007 59.815000000000005 10.500000000000002 39.843340650000009 59.815000000000005 51.805000000000007 3.5000000000000004 74.615000000000009 15.500000000000002 1.5000000000000002 46.420000000000009 43.56803845000001 47.420000000000009 8.5000000000000018 91.02500000000002 106.49500000000002 14.500000000000002 14.500000000000002 39.908802000000009 12.500000000000002 2.5000000000000004 19.500000000000004 42.186961750000002 6.0000000000000009 7.5000000000000009 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 12 -4 -5 8 9 -3 -10 -12 -1 -9 -15 16 -16 26 23 21 -21 22 -20 -19 25 -25 27 28 -18 -30
right_child=-2 7 5 6 -6 -7 -8 13 10 -11 11 -13 -14 14 15 -17 17 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-48107.939599609381 -3.8087833907605217 -21534.470019531251 40665.232035156252 -16673.2290234375 159132.56312500002 177415.68764490928 -127992.08579545455 -1549.9005204854504 -140101.10535037878 118585.19227764424 -69182.424621582031 22011.521767241382 30304.480039062502 6647.276889195171 -58511.158003025434 932.53244259980534 -1229.688608938912 -48053.563250824438 198658.08157552083 -80196.860499656599 59486.784502551018 -52328.148703125007 63973.95686168324 86379.416111438681 -106969.20288927802 -18001.599511718752 -20479.572887238857 30107.428905388329 -17021.567140625 92000.414466002752
leaf_weight=32 4010765 76 25 20 20 31 22 18055 33 26 32 29 25 5090 153 33593 3983 398 24 91 49 25 55 53 29 48 491 340 100 91
leaf_count=32 4010765 76 25 20 20 31 22 18055 33 26 32 29 25 5090 153 33593 3983 398 24 91 49 25 55 53 29 48 491 340 100 91
internal_value=0 242.328 32960.2 -6289.76 31179.3 116366 -74983.1 151.249 -24246.1 14182.3 -65945.1 -25827.9 -13716.5 227.554 946.894 212.766 -3864.66 -2417.38 -20619.6 10635.6 -31307.6 67097.7 104891 -35063.2 4707.12 36772.6 390.227 2660.29 424.54 34920.8
internal_weight=0 63039 175 119 77 56 42 62864 196 102 94 61 57 62668 44613 39523 5930 5777 772 244 140 104 79 528 130 101 5005 4514 4174 191
internal_count=4073804 63039 175 119 77 56 42 62864 196 102 94 61 57 62668 44613 39523 5930 5777 772 244 140 104 79 528 130 101 5005 4514 4174 191
is_linear=0
shrinkage=0.1


Tree=3822
num_leaves=31
num_cat=0
split_feature=2 6 6 0 0 1 0 0 1 1 6 0 1 3 4 1 1 7 4 1 1 3 1 5 3 1 4 5 0 4
split_gain=3.77062e+11 3.43008e+12 1.86409e+13 2.32677e+13 3.81284e+13 2.26039e+13 1.80221e+13 3.10519e+13 1.019e+14 9.12247e+13 3.35114e+13 2.88365e+13 2.85359e+13 4.27665e+13 3.72764e+13 2.78025e+13 9.58549e+13 2.52555e+13 2.13016e+13 2.12564e+13 2.74565e+13 4.97947e+13 3.29941e+13 2.0354e+13 2.01751e+13 1.80669e+13 1.74032e+13 5.45147e+13 1.7284e+13 2.14772e+13
threshold=451.00000000000006 45.305000000000007 47.805000000000007 55.883833400000007 55.79439725000001 37.843405600000004 55.759969450000007 55.768246800000007 37.682335600000009 37.543519500000009 46.805000000000007 55.633951400000008 37.488790500000007 2.5000000000000004 12.500000000000002 37.586700500000006 37.631035900000008 6.0000000000000009 32.500000000000007 37.517483500000004 37.600779750000008 5.5000000000000009 37.543519500000009 1.5000000000000002 18.500000000000004 37.631035900000008 21.500000000000004 1.5000000000000002 55.702806750000008 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 6 -6 11 8 9 -8 15 -3 13 -12 -15 26 23 -16 28 -14 21 22 -21 -17 -23 -11 -9 -28 29 -13
right_child=-2 2 -4 -5 5 -7 7 10 -10 25 12 18 19 14 17 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=320.90762037413606 -13.585838690881554 636.58646428827751 62.517612645237072 2587.7532938241402 -16724.378699106626 -1187.3341017007281 -19766.143619791666 -51185.024136513159 440.19698440139359 288314.68351934524 -66416.080282738098 -19593.820101541118 -61809.060496794875 -24696.521431107958 191008.28994140626 209701.65410156251 -12258.054450361378 75830.696758643622 40937.527215434238 213996.52693750002 -4238.5866778517066 -36841.598312832444 43969.810835193457 80430.563146551722 57380.555184659097 165612.93183593752 57343.042048891133 -94770.886328125009 -4294.5489131725726 3813.745218625138
leaf_weight=299466 3396489 8483 350879 6423 3302 1307 24 209 185 21 21 2118 39 22 32 21 394 47 86 25 247 47 21 29 44 28 62 38 3214 481
leaf_count=299466 3396489 8483 350879 6423 3302 1307 24 209 185 21 21 2118 39 22 32 21 394 47 86 25 247 47 21 29 44 28 62 38 3214 481
internal_value=0 68.128 -132.214 -2665.66 -4307.88 -12318.5 -1991.36 8231.94 39917.9 139964 1933.81 -3097.43 20820.6 63428.3 90425.6 -11735.9 4294.03 122485 -8467.09 8531.88 15675.9 51580.1 136376 134724 8716.37 218199 -34769.2 -460.251 -9198 -15261.8
internal_weight=0 677315 377849 26970 20547 4609 15938 1556 258 73 1298 14382 545 122 101 753 444 79 5899 423 384 137 46 50 91 49 309 100 5813 2599
internal_count=4073804 677315 377849 26970 20547 4609 15938 1556 258 73 1298 14382 545 122 101 753 444 79 5899 423 384 137 46 50 91 49 309 100 5813 2599
is_linear=0
shrinkage=0.1


Tree=3823
num_leaves=31
num_cat=0
split_feature=3 7 4 6 6 2 3 2 0 0 0 2 0 1 1 1 1 0 0 6 6 6 2 6 6 6 4 4 6 1
split_gain=3.81774e+11 4.87652e+12 1.89515e+13 1.36327e+13 3.35513e+13 2.35099e+13 1.63546e+13 1.49707e+13 1.38663e+13 4.88176e+13 2.36857e+13 2.34623e+13 3.72798e+13 3.2472e+13 4.16258e+13 1.94672e+13 1.31072e+14 1.8593e+13 1.82062e+13 1.67945e+13 1.60738e+13 1.43555e+13 1.2757e+13 1.24539e+13 2.15497e+13 2.13887e+13 1.76723e+13 1.23683e+13 1.95898e+13 1.19358e+13
threshold=7.5000000000000009 6.0000000000000009 12.500000000000002 189.00000000000003 142.05000000000004 3999.0000000000005 9.5000000000000018 3999.0000000000005 55.60524465000001 55.737027400000009 55.749683450000006 75.000000000000014 55.676890650000011 37.600779750000008 37.631035900000008 38.011626600000007 37.517483500000004 55.303261650000003 55.685785750000008 63.415000000000006 84.810000000000016 93.050000000000011 451.00000000000006 56.505000000000003 45.605000000000011 84.00500000000001 10.500000000000002 9.5000000000000018 40.490000000000002 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 17 11 15 12 23 -14 -15 16 21 22 -13 -16 -21 -11 -3 24 27 29 -26 -10 -29 -25
right_child=1 2 -4 5 6 -7 -8 -9 9 10 -12 18 13 14 19 -17 -18 -19 -20 20 -22 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=-20.42428274179257 -123.50447873336796 37320.172438788657 -44.76858291388578 -34973.146394230767 -119373.76732700894 81122.078537735855 14926.081960227275 -40334.777405427631 48017.438214456808 -16743.794024959829 2598.2572505810044 -27644.426605568471 -8553.8849676983173 198771.08675271738 41320.619397859205 -891.89393849830105 -227216.22088068185 -7417.3397049990444 12965.797465908912 133135.25686848958 42473.453882575763 77314.620898437497 1035.3180233398548 -27962.946550651595 30432.001641255043 39936.343671244962 140032.48314732144 -41446.824869791672 20271.235708618166 37544.601751893941
leaf_weight=2818986 721862 97 413749 26 35 53 33 76 106 86 25141 142 65 23 179 146 33 2655 496 48 33 20 89009 177 31 93 28 63 280 33
leaf_count=2818986 721862 97 413749 26 35 53 33 76 106 86 25141 142 65 23 179 146 33 2655 496 48 33 20 89009 177 31 93 28 63 280 33
internal_value=0 45.8838 275.312 1386.26 1358.72 42913.5 -46881.7 -65257 1417.1 3399.08 2273.29 19327.9 27805.7 55184.6 69824.2 -26393.1 -53178.5 829.107 3927.16 58417.3 96199 1003.08 1074.82 16057.4 25627.8 11.9151 82445.8 18161.8 8935.27 -17668.9
internal_weight=0 1.25482e+06 532956 119207 119128 79 144 111 118984 27223 25426 1797 1159 348 283 285 139 91761 638 260 81 106 89106 811 508 303 59 449 343 210
internal_count=4073804 1254818 532956 119207 119128 79 144 111 118984 27223 25426 1797 1159 348 283 285 139 91761 638 260 81 106 89106 811 508 303 59 449 343 210
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=31
num_cat=0
split_feature=4 5 6 6 4 4 1 1 0 6 0 6 6 0 0 4 2 2 6 0 0 7 3 7 3 6 3 0 6 6
split_gain=4.2318e+11 6.2739e+12 1.6486e+13 1.79905e+13 2.84377e+13 1.97117e+13 2.0725e+13 2.18877e+13 3.32585e+13 2.59541e+13 2.46311e+13 4.92998e+13 2.34244e+13 3.19292e+13 2.46807e+13 2.68728e+13 1.81364e+13 2.56891e+13 1.76046e+13 1.65932e+13 4.97051e+13 2.07025e+13 2.24566e+13 2.03286e+13 1.88429e+13 1.79369e+13 3.7448e+13 1.68901e+13 4.53697e+13 3.02359e+13
threshold=14.500000000000002 2.5000000000000004 70.00500000000001 54.990000000000002 16.500000000000004 23.500000000000004 82.968544750000021 82.918694400000007 55.554045200000012 55.405000000000008 55.579943700000008 66.010000000000005 67.91500000000002 55.667390500000003 56.802121050000004 24.500000000000004 9613.5000000000018 3062.5000000000005 51.805000000000007 59.856552950000008 59.963561900000009 6.0000000000000009 19.500000000000004 6.0000000000000009 13.500000000000002 62.995000000000012 22.500000000000004 55.667390500000003 56.205000000000005 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 3 4 18 16 7 8 -7 -10 11 -11 19 -14 15 -15 17 -5 -3 21 23 22 -12 -21 -25 -24 -27 28 -23 -30
right_child=1 2 -4 5 -6 6 -8 -9 9 10 12 -13 13 14 -16 -17 -18 -19 -20 20 -22 27 25 24 -26 26 -28 -29 29 -31
leaf_value=-21.002120915419837 -59.500149034131589 -6020.4829252007794 184.34871550107235 6434.435998524199 2332.425403745789 -13636.426097054058 -23445.692475176955 22342.77919654483 73202.533406888528 144767.48315716913 7099.4368390141699 -40218.678406250001 -43930.383072201243 78279.619408203129 1267.089191230848 21876.886636262785 12477.554422363042 -1634.6899080309595 -32685.541764044101 -91697.933684570307 4998.2014603898333 -119077.28750000001 12495.616246811225 15559.166916275026 -83506.421142578125 176646.42117456897 21962.132320628447 -6816.1208060013632 53453.21486991756 -18849.299473805146
leaf_weight=2859571 987360 527 195843 12254 1897 1616 391 420 52 34 392 25 91 100 515 544 2806 5819 467 100 296 22 49 48 32 29 34 2204 181 85
leaf_count=2859571 987360 527 195843 12254 1897 1616 391 420 52 34 392 25 91 100 515 544 2806 5819 467 100 296 22 49 48 32 29 34 2204 181 85
internal_value=0 49.4609 523.664 2665.22 -4846.88 3437.01 -1051.42 223.319 -1217.24 2935.34 2171.08 66383.5 1368.77 13107.1 17585.5 30635.1 4997.72 3836.4 -18548.2 -2857.3 -20201 -101.758 18382.4 -61639.8 -24067.1 57872.7 93166 -3840.12 18934.5 30349
internal_weight=0 1.21423e+06 226873 31030 2891 28139 7260 6869 6449 4833 4781 59 4722 1250 1159 644 20879 18073 994 3472 476 2996 504 180 80 112 63 2492 288 266
internal_count=4073804 1214233 226873 31030 2891 28139 7260 6869 6449 4833 4781 59 4722 1250 1159 644 20879 18073 994 3472 476 2996 504 180 80 112 63 2492 288 266
is_linear=0
shrinkage=0.1


Tree=3825
num_leaves=31
num_cat=0
split_feature=6 6 4 0 1 3 1 3 5 1 1 4 0 4 0 1 1 0 0 4 5 6 4 6 1 0 0 0 1 1
split_gain=4.3619e+11 3.74931e+12 6.6262e+12 1.58868e+13 1.42972e+13 1.17253e+13 2.1313e+13 7.20124e+13 3.29461e+13 3.37389e+13 1.61729e+13 1.56235e+13 3.32046e+13 1.95728e+13 2.22262e+13 1.86313e+13 3.73286e+13 1.54553e+13 1.54075e+13 1.91328e+13 3.22955e+13 2.45167e+13 2.34686e+13 1.93498e+13 1.90359e+13 2.02655e+13 2.45942e+13 1.56492e+13 2.96548e+13 2.43369e+13
threshold=59.505000000000003 58.755000000000003 10.500000000000002 44.601833250000006 82.956351500000011 7.5000000000000009 82.895858600000011 9.5000000000000018 1.5000000000000002 82.901648750000021 37.780517050000007 22.500000000000004 60.034792100000011 24.500000000000004 60.01610465000001 37.682335600000009 37.517483500000004 60.028671700000011 55.60524465000001 16.500000000000004 2.5000000000000004 59.245000000000012 12.500000000000002 59.245000000000012 37.755233900000007 55.667390500000003 59.939085000000013 55.710673100000008 37.618684050000006 37.475446350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -10 11 12 18 14 -13 16 -15 -16 -7 20 23 24 -22 -20 25 -21 27 -27 29 -29
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 13 -14 15 17 -17 -18 -19 19 21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.2070180682355089 -48.104593340935686 191.04076793180269 -27918.847329586992 5373.5470134607458 14339.225283118643 -7507.6525267890365 -171257.96088867189 5441.7486800130209 -122326.69876453489 -5859.0245464777545 4643.9911950572832 -37178.342903686222 -46856.644350806222 -4154.3001071481149 92025.096732954553 -21779.213985271286 54176.426033266136 -6648.9248663651324 -15692.324316230926 68296.419432824812 19757.004202586206 -11430.860740109709 160564.9883984375 22679.320242096659 -66512.53566406251 -42103.841372282615 68620.897273596944 22589.618206841125 81007.492070312495 -44170.96163465712
leaf_weight=2712002 1288684 55426 171 6365 997 735 32 300 43 59 5235 403 133 952 22 444 124 57 557 127 29 188 20 172 20 46 98 226 65 72
leaf_count=2712002 1288684 55426 171 6365 997 735 32 300 43 59 5235 403 133 952 22 444 124 57 557 127 29 188 20 172 20 46 98 226 65 72
internal_value=0 22.2582 728.879 2413.83 2709.87 2008.2 -100.32 -21782.2 -82731.2 -54958.1 867.281 -3536.08 1755.35 -10112 -27670.8 -4544.07 2567.83 20829.9 4500.74 9948.99 -1356.72 20395.4 77229.7 -6638.93 29544.2 32574.4 23626.2 12845.1 19808.4 6459.55
internal_weight=0 2.78512e+06 73118 17692 17521 16524 10159 434 134 102 9725 4490 2488 2002 482 1520 1076 79 2355 1620 778 842 49 729 654 634 507 409 363 298
internal_count=4073804 2785120 73118 17692 17521 16524 10159 434 134 102 9725 4490 2488 2002 482 1520 1076 79 2355 1620 778 842 49 729 654 634 507 409 363 298
is_linear=0
shrinkage=0.1


Tree=3826
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 6 1 1 7 1 2 6 6 6 3 1 3 3 6 5 1 3 7 6 0 3 3 4 7 1
split_gain=4.11348e+11 2.39106e+12 7.5233e+12 5.09317e+12 4.11955e+12 9.39141e+12 5.09822e+12 1.99116e+13 1.13721e+13 4.17849e+12 3.96091e+12 3.92907e+12 3.79192e+12 5.46046e+12 1.48468e+13 1.84677e+13 4.78395e+13 1.43628e+13 6.73055e+12 6.98426e+12 1.60668e+13 9.31367e+12 9.18687e+12 7.73755e+12 6.686e+12 8.09021e+12 6.40206e+12 6.06237e+12 1.13741e+13 7.41299e+12
threshold=54.94110555000001 54.943815050000005 108.05000000000001 83.007653300000015 16.500000000000004 59.815000000000005 82.948524700000021 82.895858600000011 6.0000000000000009 82.961694200000011 7884.5000000000009 87.395000000000024 89.00500000000001 87.015000000000015 1.5000000000000002 82.962856350000024 9.5000000000000018 5.5000000000000009 68.515000000000015 2.5000000000000004 82.962856350000024 8.5000000000000018 6.0000000000000009 59.025000000000013 54.942865800000007 2.5000000000000004 8.5000000000000018 16.500000000000004 6.0000000000000009 82.961694200000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 10 -9 -6 -2 -12 13 18 -15 17 -17 24 19 27 23 22 -22 -21 -16 -26 -19 -8 29 -29
right_child=1 -3 -4 -5 5 -7 12 8 -10 -11 11 -13 -14 14 15 16 -18 26 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=46.386151952004241 -6575.8444099956823 -11.526118257582437 60450.125078124998 10656.571052660551 23255.585907976019 -54009.606966145839 -2049.362853926973 93588.288538953988 22713.907501921109 -14923.087368277618 4757.0996646262502 43764.54965277778 -15304.290279844579 -12914.222338496475 31538.396447276536 48986.490413701074 -25170.503125000003 -14527.226058786029 -8314.4587997081671 -2623.7832398626288 11033.808559352859 -13629.034260416665 39032.123980521304 18232.597837331188 -23172.744864430148 15101.439154509462 1283.6317147975526 36190.865179961234 820.35777320806449 -2645.5910198102683
leaf_weight=1301151 374 2739332 20 377 43 48 23503 36 61 86 592 27 189 461 179 281 126 386 1376 1676 247 75 223 199 68 294 761 165 1378 70
leaf_count=1301151 374 2739332 20 377 43 48 23503 36 61 86 592 27 189 461 179 281 126 386 1376 1676 247 75 223 199 68 294 761 165 1378 70
internal_value=0 -21.7681 -863.766 -900.59 -1032.93 -16247.8 -950.689 5773.58 49017.8 -2196.86 1549.33 6458.56 -1182.22 -1097.4 3332.96 6908.12 26028.8 2297.86 -1489.07 -1148 3982.71 19096 24318.1 -410.226 15729.1 7911.81 -4037.2 -1642.36 4288.13 24622.6
internal_weight=0 2.77265e+06 33321 33301 32924 177 32747 1090 97 129 993 619 31657 31468 2556 2095 407 1688 28912 27536 2420 545 470 1875 541 362 1147 25116 1613 235
internal_count=4073804 2772653 33321 33301 32924 177 32747 1090 97 129 993 619 31657 31468 2556 2095 407 1688 28912 27536 2420 545 470 1875 541 362 1147 25116 1613 235
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=31
num_cat=0
split_feature=5 0 6 7 3 4 1 3 1 1 0 4 0 4 6 6 0 4 0 1 0 1 6 6 3 4 4 0 4 3
split_gain=3.76486e+11 4.12428e+12 1.18274e+13 2.50626e+13 3.4505e+13 2.76328e+13 2.85048e+13 3.26712e+13 2.2234e+13 2.76367e+13 5.4576e+13 2.21028e+13 2.11351e+13 1.63401e+13 1.51513e+13 1.48268e+13 1.44161e+13 1.39479e+13 2.17189e+13 4.24503e+13 6.30791e+13 2.13874e+13 2.1302e+13 2.11102e+13 2.52893e+13 1.82339e+13 2.48435e+13 2.33423e+13 2.06961e+13 1.76349e+13
threshold=4.5000000000000009 56.83050475000001 149.05000000000004 6.0000000000000009 3.5000000000000004 8.5000000000000018 65.559704250000024 2.5000000000000004 60.590708550000009 39.939672500000007 58.603553700000006 6.5000000000000009 59.838047850000002 3.5000000000000004 189.00000000000003 189.00000000000003 59.905532300000012 5.5000000000000009 59.91832440000001 30.315889700000003 59.848366150000011 30.303340300000002 105.00500000000001 99.050000000000011 2.5000000000000004 11.500000000000002 16.500000000000004 59.990753350000013 14.500000000000002 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 17 5 -5 8 7 -7 9 10 13 15 -12 -4 -13 -10 -14 18 19 -3 -21 23 -22 -20 -25 -19 28 -28 -27 -26
right_child=1 2 3 4 -6 6 -8 -9 11 -11 12 14 16 -15 -16 -17 -18 25 21 20 22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=-1.8099140999686398 -501.59317850530374 29717.892663352275 39040.740104166667 2531.2184267241382 161180.01502403847 -104305.84693561423 -87433.84849650065 7917.2013505144823 154481.81293402778 -41250.928331537361 -83195.290511067724 -30801.94990530303 92008.09493075285 142475.95185546877 79501.906362304697 57020.65367398649 9279.5768899443665 12823.412771414818 -118312.77237215909 -24767.969480753833 -65552.930898437495 14092.9036362652 -198788.28140625 29653.910929361984 -100259.36170685598 -2582.1312187500002 -7414.954452104711 72076.433302696081 -65171.877702985497 -7399.8272202602648
leaf_weight=4059415 10600 110 24 29 26 29 48 246 27 87 24 33 22 42 20 37 495 1067 22 322 20 478 30 72 39 100 134 51 112 43
leaf_count=4059415 10600 110 24 29 26 29 48 246 27 87 24 33 22 42 20 37 495 1067 22 322 20 478 30 72 39 100 134 51 112 43
internal_value=0 510.611 3342.33 11604.2 77528.8 8406.79 -16328.4 -3917.23 18258.2 11459.7 19014.6 58584.2 8541.37 104863 10822.1 98137.1 12799.9 -435.889 -8750.64 -24856.9 -40994.6 3119.73 -145494 -26682.4 -13592.4 6015.99 -12280 14498.9 -35648.4 -51564.7
internal_weight=0 14389 3789 1189 55 1134 323 275 811 694 607 117 541 66 53 64 517 2600 1136 482 372 654 50 176 154 1464 397 185 212 82
internal_count=4073804 14389 3789 1189 55 1134 323 275 811 694 607 117 541 66 53 64 517 2600 1136 482 372 654 50 176 154 1464 397 185 212 82
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=31
num_cat=0
split_feature=6 2 0 0 4 6 0 6 4 4 4 0 1 0 6 6 6 6 1 3 7 0 0 1 6 6 4 3 3 6
split_gain=3.7849e+11 3.09365e+12 1.50647e+13 2.91324e+13 2.94222e+13 3.35237e+13 2.87115e+13 2.59826e+13 2.97767e+13 3.9032e+13 2.67207e+13 4.11405e+13 3.44068e+13 3.3333e+13 2.98226e+13 3.07353e+13 1.91782e+13 1.7131e+13 1.57214e+13 1.35608e+13 1.58427e+13 4.02877e+13 6.52554e+13 5.30546e+13 2.4541e+13 7.38594e+13 2.59748e+13 1.79151e+13 1.61604e+13 1.30535e+13
threshold=102.04000000000001 75.000000000000014 55.667390500000003 55.676890650000011 4.5000000000000009 122.65000000000002 55.649510000000014 125.02000000000002 6.5000000000000009 8.5000000000000018 17.500000000000004 55.834019500000004 37.649344350000007 55.858844800000007 156.15000000000003 128.05000000000004 105.00500000000001 116.05000000000001 37.374856000000008 3.5000000000000004 6.0000000000000009 55.728148450000006 55.768246800000007 37.755233900000007 110.01500000000001 114.05000000000001 14.500000000000002 8.5000000000000018 5.5000000000000009 108.05000000000001
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 6 -4 -5 18 -2 -7 -9 -10 12 -12 14 -13 15 -11 -8 -18 -6 -20 21 -21 23 27 26 -26 -24 -23 -27 -28
right_child=1 -3 3 4 5 7 16 8 9 10 11 13 -14 -15 -16 -17 17 -19 19 20 -22 22 24 -25 25 28 29 -29 -30 -31
leaf_value=5.0132001390301495 5254.8237695471689 -274.88613893363163 -103143.03429418104 -88796.115357730261 59374.975978306371 -126403.278902494 126688.90148292825 65581.221989889716 -168174.57515625001 12795.964583333334 -193339.95265625001 70003.939211309524 -87237.106628024194 -108169.37619047619 -35683.543153782892 156661.0328269676 5317.5336699695126 76693.845555783992 25919.578483606558 30664.083137555805 13115.724868601676 -236031.52536057692 82422.75348704269 13794.891484375003 -186288.57597656251 83377.050820312506 -29378.011776662428 -110142.63421875001 -25837.923549107145 51482.459521484379
leaf_weight=3966508 1227 104392 29 38 56 26 27 34 20 33 20 21 31 21 38 27 82 57 244 140 424 26 41 20 28 20 86 20 42 26
leaf_count=3966508 1227 104392 29 38 56 26 27 34 20 33 20 21 31 21 38 27 82 57 244 140 424 26 41 20 28 20 86 20 42 26
internal_value=0 -185.327 3034.1 -3881.42 -1939.05 346.66 10535.4 -31353.1 -21266.2 -35260.5 -21342.8 -75294.7 4587.52 -19082.7 33634.1 77535.2 49567.4 34587 7670.31 5078.14 -746.964 -13837.8 -34000.4 -122178 -10050.9 -51485.9 14322.7 -181297 9392.71 -10606.8
internal_weight=0 107296 2904 1511 1482 1444 1393 271 245 211 191 62 129 42 98 60 166 139 1173 1117 873 449 309 66 243 90 153 46 62 112
internal_count=4073804 107296 2904 1511 1482 1444 1393 271 245 211 191 62 129 42 98 60 166 139 1173 1117 873 449 309 66 243 90 153 46 62 112
is_linear=0
shrinkage=0.1


Tree=3829
num_leaves=31
num_cat=0
split_feature=6 3 5 1 1 1 4 3 1 1 5 1 4 7 1 5 2 2 4 0 0 0 1 5 5 4 2 3 0 0
split_gain=4.26507e+11 9.38286e+11 5.636e+12 3.66063e+12 6.57231e+12 5.40852e+12 1.82917e+12 1.69595e+12 1.29928e+12 6.92571e+12 4.38846e+12 3.35271e+12 2.95285e+12 9.36967e+12 1.14359e+13 1.65602e+13 8.24953e+12 7.94563e+12 7.60904e+12 9.42915e+12 4.69396e+12 5.376e+12 3.38804e+12 5.1535e+12 7.12846e+12 6.74106e+12 3.14998e+12 2.83347e+12 9.73356e+12 1.2293e+13
threshold=247.90000000000001 15.500000000000002 2.5000000000000004 38.958307950000012 49.030112300000006 38.893394150000006 22.500000000000004 16.500000000000004 60.516422150000004 60.620042600000012 5.5000000000000009 56.805602900000004 5.5000000000000009 6.0000000000000009 82.93515810000001 3.5000000000000004 5611.5000000000009 6082.0000000000009 6.5000000000000009 57.15297970000001 53.356310450000002 54.998919050000005 83.025426800000005 4.5000000000000009 2.5000000000000004 4.5000000000000009 6680.0000000000009 9.5000000000000018 55.710673100000008 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 8 -5 11 -10 12 27 13 14 15 17 -17 -11 -14 20 -20 -22 -16 24 26 -26 -24 -2 29 -29
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12 -13 18 -15 22 16 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.90621764719199094 884.25812060600902 -46222.144413389011 -13826.62805091595 -55360.245907738099 30873.331657608698 43197.997556089744 29059.169118754071 -18045.331681034484 -48829.143346354169 -44081.930622944084 -43283.093410326088 26565.800713900862 47577.15625 53438.979819742839 44176.981093750001 -44111.958268229173 -131072.12166992188 15603.664145688657 -45835.633877840912 59904.081481481488 50896.38844866072 -628.4993888357119 30514.429405249623 46543.258630952383 -4595.2795690465855 -80138.118415178571 -7604.688136888587 31603.639764504358 50085.406703272405 -30444.946166627797
leaf_weight=4070611 1695 29 29 21 23 39 24 29 30 38 23 58 39 24 20 24 20 54 22 27 21 567 41 21 27 21 46 61 53 67
leaf_count=4070611 1695 29 29 21 23 39 24 29 30 38 23 58 39 24 20 24 20 54 22 27 21 567 41 21 27 21 46 61 53 67
internal_value=0 1155.3 -6073.45 2184.09 -13367 18878.7 1561.81 -33717.6 1341.76 -1463.14 -90.2118 2886.33 891.445 -6770.41 -11401.9 -33181.2 -83639.3 -9049.08 4699.7 2074.55 -485.113 1211.68 5427.56 459.688 -6708.87 -37645.3 10359.5 2154.24 14047.2 -874.917
internal_weight=0 3193 170 141 73 68 3023 50 2999 1065 1035 1934 1012 336 312 136 44 92 676 637 610 588 176 156 135 48 87 1876 181 128
internal_count=4073804 3193 170 141 73 68 3023 50 2999 1065 1035 1934 1012 336 312 136 44 92 676 637 610 588 176 156 135 48 87 1876 181 128
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=31
num_cat=0
split_feature=1 1 4 3 3 1 6 6 4 5 7 0 0 3 4 4 6 6 6 6 0 0 0 1 5 6 1 6 6 3
split_gain=3.70632e+11 4.23825e+12 2.8677e+13 3.71914e+13 3.70864e+13 2.99253e+13 3.3777e+13 3.39923e+13 3.57078e+13 2.99915e+13 2.62284e+13 2.27805e+13 5.79381e+13 4.61049e+13 5.61568e+13 3.81961e+13 7.05473e+13 4.52032e+13 3.7647e+13 5.85493e+13 8.63131e+13 3.35561e+13 3.82981e+13 6.64157e+13 1.00042e+14 5.49467e+13 4.81561e+13 5.13674e+13 8.27579e+13 4.48807e+13
threshold=30.315889700000003 30.330566300000005 12.500000000000002 3.5000000000000004 3.5000000000000004 30.323041000000003 77.010000000000005 83.010000000000005 16.500000000000004 3.5000000000000004 6.0000000000000009 59.864072000000007 59.848366150000011 1.5000000000000002 8.5000000000000018 5.5000000000000009 82.00500000000001 44.205000000000005 74.015000000000015 61.805000000000007 59.856552950000008 59.950512650000007 59.939085000000013 30.323041000000003 1.5000000000000002 72.020000000000024 30.323041000000003 120.05000000000001 105.00500000000001 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 2 4 5 11 9 -7 8 -8 10 -4 12 -2 -14 15 17 18 -15 19 20 -17 22 26 -24 -25 -26 27 28 29 -13
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 21 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-135.8580472068854 -5656.9057914477326 -2.7414570789821306 -16745.655963990397 -3831.427321849706 8942.6864400814484 -6451.0138639214656 42204.641699218751 2539.1833482142861 210021.10565476189 105672.99576480263 20974.794526172151 24599.808826420933 -36806.126822916667 -94217.62659505209 -96715.300097656262 24640.968898809526 2097.768961588542 69814.817613002233 267155.77552083338 30156.039453125002 279743.64101562503 4245.5354572218121 -47625.224842392061 -91726.98583984375 239946.71924999999 35979.881529017861 -19987.082680512856 -113313.08877840909 135179.4428803066 -18170.583508505697
leaf_weight=191371 565 3851009 214 13875 8068 1353 32 70 21 38 1330 596 54 24 20 21 48 56 21 42 36 2738 507 32 25 28 1107 33 53 417
leaf_count=191371 565 3851009 214 13875 8068 1353 32 70 21 38 1330 596 54 24 20 21 48 56 21 42 36 2738 507 32 25 28 1107 33 53 417
internal_value=0 6.69665 1163.34 -1631.26 4428.87 8351.53 -1889.9 48282.4 108698 17906.8 15746.7 -1240.99 13637.2 47491.7 64477.1 77476.4 104558 20605.1 145542 119745 185758 -3624.83 -11326.4 -33910.7 47892.2 132191 -5265.72 9562.81 13366.7 6993.44
internal_weight=0 3.88243e+06 31424 16933 14491 3058 1476 123 53 1582 1544 6423 887 322 268 248 168 80 120 99 57 5536 2798 592 85 53 2206 1099 1066 1013
internal_count=4073804 3882433 31424 16933 14491 3058 1476 123 53 1582 1544 6423 887 322 268 248 168 80 120 99 57 5536 2798 592 85 53 2206 1099 1066 1013
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 5 0 6 6 3 4 1 1 3 6 6 6 6 4 1 1 4 6 6 4 4 6 0 1
split_gain=4.00795e+11 3.47879e+12 9.44725e+12 1.22157e+13 3.47077e+13 2.90392e+13 2.07311e+13 2.01565e+13 1.8288e+13 2.61611e+13 2.0727e+13 1.4699e+13 1.3864e+13 2.2075e+13 1.68383e+13 1.57419e+13 1.3548e+13 1.44071e+13 1.95433e+13 1.32417e+13 1.28209e+13 1.54841e+13 3.81944e+13 2.6001e+13 1.26995e+13 1.73638e+13 1.17191e+13 1.16054e+13 2.52828e+13 1.29517e+13
threshold=14.500000000000002 47.234875100000004 55.660117850000006 37.343102500000008 55.60524465000001 112.00500000000001 3.5000000000000004 52.960348700000004 84.810000000000016 87.015000000000015 19.500000000000004 16.500000000000004 37.978059650000013 39.749243900000003 22.500000000000004 66.990000000000023 82.00500000000001 79.015000000000015 77.565000000000012 24.500000000000004 37.374856000000008 37.401708450000008 18.500000000000004 58.755000000000003 38.405000000000008 19.500000000000004 16.500000000000004 39.025000000000013 55.390026600000006 37.131181300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -7 12 10 -10 -11 14 15 16 -14 17 18 20 -19 -6 22 23 26 -3 27 -22 28 -26 -29
right_child=1 2 -4 4 8 7 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-9.0914270976970037 866.85616686456945 -7588.3322049193594 401.30520969405779 -514.28657252258154 -41298.188274456523 29378.312900641027 -60296.567126225498 149087.93918235085 -143875.56348839961 -80452.143943832867 -18566.907244318183 -9142.1901715061704 -20720.394079421996 56005.565673828125 6025.5705358585246 -71274.006702302635 42221.133681459782 -55860.215563858699 27092.401262252522 6219.1744897959188 -66160.454023437502 -9140.6675078072549 31386.487888387044 -93581.988896276598 -33328.299765625001 12148.543921285163 22229.113388671874 4332.4312827533577 118908.14786783856 -13149.580845644332
leaf_weight=3758080 50732 815 172193 80320 115 39 51 22 33 33 22 233 325 32 1073 76 54 115 161 49 20 4794 285 47 20 2178 60 1122 24 681
leaf_count=3758080 50732 815 172193 80320 115 39 51 22 33 33 22 233 325 32 1073 76 54 115 161 49 20 4794 285 47 20 2178 60 1122 24 681
internal_value=0 108.216 -37.0239 -850.365 -1122.77 3982.02 3126.82 72552.3 -7615.84 -30970.1 -93752.1 -17988.9 -6575.5 -23923.3 -5466.45 -30301.6 -7629.77 -8106.56 -7232.84 -37312.1 -8271.44 -7541.88 11061.5 -34549.7 3795.12 6100.09 131.722 -1032.29 49709.8 -2270.59
internal_weight=0 315724 264992 92799 87847 4952 4891 61 7527 321 55 266 7206 433 6773 401 5700 5646 5482 164 5321 5206 412 127 4840 4025 80 1847 44 1803
internal_count=4073804 315724 264992 92799 87847 4952 4891 61 7527 321 55 266 7206 433 6773 401 5700 5646 5482 164 5321 5206 412 127 4840 4025 80 1847 44 1803
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=31
num_cat=0
split_feature=6 6 5 4 2 0 0 2 0 4 3 4 7 1 0 0 0 1 3 0 0 3 0 7 0 4 4 3 4 3
split_gain=3.8472e+11 2.35276e+12 4.32813e+12 3.74461e+12 6.33711e+12 2.08012e+13 9.51874e+12 5.30725e+12 1.08243e+13 4.37025e+12 5.1534e+12 4.57286e+12 1.83664e+13 8.52106e+12 8.04979e+12 7.31029e+12 3.76461e+12 4.84029e+12 3.48594e+12 7.70874e+12 3.91296e+12 3.90233e+12 3.42807e+12 3.30713e+12 5.13617e+12 9.76742e+12 1.31085e+13 1.77015e+13 9.33263e+12 5.67715e+12
threshold=27.215000000000003 26.495000000000001 2.5000000000000004 4.5000000000000009 915.50000000000011 56.105603650000006 55.60524465000001 75.000000000000014 55.866549750000011 6.5000000000000009 1.5000000000000002 15.500000000000002 6.0000000000000009 37.682335600000009 55.728148450000006 55.801384500000005 45.00849250000001 82.961694200000011 1.5000000000000002 43.472751400000007 43.472751400000007 3.5000000000000004 55.579943700000008 6.0000000000000009 44.046956350000009 17.500000000000004 14.500000000000002 5.5000000000000009 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 23 3 16 5 6 22 8 9 -8 -11 12 14 15 -12 -13 18 -18 19 -3 -20 -22 -5 24 25 26 28 -28 29 -1
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1478.0105893288262 -4.4919673059315617 83403.735044642861 -42672.62663796165 1878.1330177632553 -505.67456832111111 108734.79658203125 63767.459688173491 3206.1960999701437 -27755.095770412539 -19440.252097731369 52744.184411497379 -11729.625712890625 118514.96178125002 63751.961919981055 -12784.334272203949 32628.616628565931 957.6845233938443 12702.423259953091 -19421.052068536934 16871.131671262257 8320.6695820538298 51350.160262044272 -16993.639828577419 1213.8036035209882 -129.07362392327985 -62125.888846982765 -16010.663802083334 110976.0867357337 -68070.432472826084 -11486.583316555272
leaf_weight=2147 3988583 21 22 211 6658 20 29 314 41 26 37 85 25 33 38 66 1619 448 44 102 173 24 177 17640 54355 29 21 23 23 770
leaf_count=2147 3988583 21 22 211 6658 20 29 314 41 26 37 85 25 33 38 66 1619 448 44 102 173 24 177 17640 54355 29 21 23 23 770
internal_value=0 210.237 1634.18 1729.83 656.935 7681.12 5813.21 12826.3 20775.6 26645.1 23172.4 27073.6 44286 17718.9 19543.1 7658.75 5154.61 3503.23 14532.1 28230.4 7540.89 13562.8 -6730.9 16.3542 -351.848 -4370.73 -3809.43 50368.8 -4620.26 -4119.97
internal_weight=0 85221 10213 10191 7760 1102 1082 694 380 339 310 284 100 184 75 151 2431 2067 364 123 241 197 388 75008 57368 3013 2984 44 2940 2917
internal_count=4073804 85221 10213 10191 7760 1102 1082 694 380 339 310 284 100 184 75 151 2431 2067 364 123 241 197 388 75008 57368 3013 2984 44 2940 2917
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=31
num_cat=0
split_feature=3 7 6 0 6 3 0 0 4 3 1 6 6 1 6 1 4 6 3 3 0 2 0 3 6 0 0 6 4 2
split_gain=3.95153e+11 2.59272e+12 8.49644e+12 1.84798e+13 1.27327e+13 8.64556e+12 8.85218e+12 7.71986e+12 1.89293e+13 2.60467e+13 1.07081e+13 1.56809e+13 1.95442e+13 2.34507e+13 2.06722e+13 1.08406e+13 2.3909e+13 1.09082e+13 1.31252e+13 8.96491e+12 9.28207e+12 7.67238e+12 1.97768e+13 1.15412e+13 1.78313e+13 1.4084e+13 3.83332e+13 8.54411e+12 1.69498e+13 1.14724e+13
threshold=17.500000000000004 6.0000000000000009 130.05000000000004 57.15297970000001 120.05000000000001 29.500000000000004 56.818587550000011 44.685196900000008 19.500000000000004 21.500000000000004 39.735861600000007 108.05000000000001 90.045000000000016 39.718675700000013 64.805000000000021 39.749243900000003 24.500000000000004 95.045000000000016 18.500000000000004 18.500000000000004 43.550475500000012 2828.5000000000005 54.762682300000009 22.500000000000004 168.45000000000002 55.061158000000006 45.063245050000006 149.05000000000004 23.500000000000004 4556.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 6 21 8 19 10 11 12 13 -10 -15 16 -12 18 -17 20 -2 22 -4 24 27 26 -26 29 -29 -23
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 15 -13 -14 14 -16 17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.0159999692013493 107385.24970238096 -514.48797664530491 -15418.262732514882 -58371.8816303454 -22425.254560381669 -47330.194386888586 77408.474520596603 500.44267702237869 -16391.012485532407 23688.002846311174 110011.11203125001 -101872.81726190477 35428.672253787881 -52109.733641098486 -179027.77075892859 -7108.2052372685184 -24469.510551883013 19289.307271634618 -101780.42831420898 -6716.6201207602899 23289.744174107145 -19691.90439157197 120254.04783380682 -1519.0280735325168 29733.129592347759 29835.893069365527 -122080.43685344828 128350.65869791666 14247.961650815218 48842.285326499128
leaf_weight=3927269 21 90379 21 38 266 23 22 54523 81 106 20 42 33 33 21 27 39 26 32 41 35 33 22 370 39 66 29 30 23 94
leaf_count=3927269 21 90379 21 38 266 23 22 54523 81 106 20 42 33 33 21 27 39 26 32 41 35 33 22 370 39 66 29 30 23 94
internal_value=0 -161.234 -487.672 9708.67 -578.786 13059.8 14914.2 380.784 -11332.3 -19797.7 -32818.8 -47220.9 -33557.9 -50421.3 -101467 -11815.7 21117.1 -34675 -58455.9 28812.9 54825.6 13023.1 53995.5 10447.3 24547.7 -3071.43 -35010.9 45108.7 78834.4 31034.2
internal_weight=0 146535 91455 810 90645 772 749 55080 557 460 354 210 168 135 54 144 59 85 59 97 56 727 43 684 314 134 68 180 53 127
internal_count=4073804 146535 91455 810 90645 772 749 55080 557 460 354 210 168 135 54 144 59 85 59 97 56 727 43 684 314 134 68 180 53 127
is_linear=0
shrinkage=0.1


Tree=3834
num_leaves=31
num_cat=0
split_feature=6 5 4 1 1 4 0 0 3 1 6 3 6 6 4 4 6 7 0 2 0 3 0 0 1 6 6 0 0 3
split_gain=3.7779e+11 3.97095e+12 1.01889e+13 9.78901e+12 4.59524e+13 1.74809e+13 1.34833e+13 8.91542e+12 8.23723e+12 6.67219e+12 6.11535e+12 1.13963e+13 5.46404e+12 1.71484e+13 3.90145e+13 6.84726e+12 1.3778e+13 6.85608e+12 5.78435e+12 6.60413e+12 8.51684e+12 5.57883e+12 1.41386e+13 9.93251e+12 5.40043e+12 5.12504e+12 7.3603e+12 8.35917e+12 1.49281e+13 1.85229e+13
threshold=59.245000000000012 3.5000000000000004 13.500000000000002 30.330566300000005 30.370944000000005 7.5000000000000009 59.848366150000011 43.051287600000009 1.5000000000000002 30.277905650000005 30.705000000000002 11.500000000000002 15.450000000000001 21.020000000000003 8.5000000000000018 4.5000000000000009 34.310000000000009 6.0000000000000009 55.043091000000011 3191.5000000000005 45.055912800000009 3.5000000000000004 55.81943720000001 56.858606850000008 38.011626600000007 57.995000000000012 44.605000000000011 55.728148450000006 54.73499850000001 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 -5 6 -3 -6 -8 -10 11 -4 18 14 -14 16 -15 25 19 20 -9 -20 -23 -24 -18 26 27 28 -17 -30
right_child=-2 2 10 4 7 -7 8 12 9 -11 -12 -13 13 15 -16 17 24 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=16.294595347492116 -44.52792592078584 847.02085461453589 -21372.077938988095 158136.36835937502 -47298.501247479842 75895.180585937502 21247.741085379464 16991.584121621621 -23542.754837417604 -62884.278149038466 -22853.578996899523 61900.214597800921 141641.1573275862 60695.956337553886 -34957.599289772734 -19114.517921057413 33743.655625000007 -25216.188994129916 -1004.5803908889359 27821.885206980522 -54707.771087239584 -111609.14115234377 38454.820738636365 -49401.971282762097 -14493.811384766192 6411.4857733243989 23179.902751511796 -14796.315015953005 10455.635292714438 132908.59165736608
leaf_weight=2771622 1298203 439 42 20 31 25 28 37 128 65 223 27 29 29 22 43 25 57 74 77 30 20 22 31 324 1429 520 131 30 21
leaf_count=2771622 1298203 439 42 20 31 25 28 37 128 65 223 27 29 29 22 43 25 57 74 77 30 20 22 31 324 1429 520 131 30 21
internal_value=0 20.8266 3177.64 4601.71 7063.05 -6185.1 -9294.2 6049.82 -29439 -36792.5 -14803.7 11212.7 6610.24 8033.48 65461.3 6910.9 -5534.98 9019.61 -6399.44 7845.42 -15112.6 -20353.6 -39967.6 -12933.1 -11038.4 9917.24 16641.7 1531.15 24285.4 60877.4
internal_weight=0 2.7756e+06 3979 3687 3002 685 660 2982 221 193 292 69 2951 2660 51 2609 378 2231 291 144 67 147 73 53 349 2174 745 225 94 51
internal_count=4073804 2775601 3979 3687 3002 685 660 2982 221 193 292 69 2951 2660 51 2609 378 2231 291 144 67 147 73 53 349 2174 745 225 94 51
is_linear=0
shrinkage=0.1


Tree=3835
num_leaves=31
num_cat=0
split_feature=3 6 6 6 1 2 0 1 1 4 6 5 7 2 6 1 0 4 0 6 1 1 4 3 4 0 6 6 0 1
split_gain=3.69344e+11 3.50947e+12 7.02111e+12 1.25727e+13 1.08847e+13 1.99677e+13 3.18203e+13 2.59241e+13 1.64451e+13 8.20353e+12 7.06545e+12 5.97902e+12 1.58677e+13 1.26755e+13 1.29885e+13 1.50976e+13 2.26753e+13 1.24335e+13 1.18701e+13 1.05394e+13 1.71135e+13 2.6312e+13 1.34555e+13 1.27132e+13 1.42442e+13 1.01226e+13 1.0031e+13 9.94246e+12 1.43486e+13 9.51301e+12
threshold=14.500000000000002 35.995000000000012 43.205000000000005 43.605000000000011 37.631035900000008 75.000000000000014 55.568628050000008 37.488790500000007 37.702956500000006 15.500000000000002 43.405000000000008 1.5000000000000002 6.0000000000000009 6426.0000000000009 50.995000000000012 82.961694200000011 55.030407050000001 19.500000000000004 55.071632200000003 55.805000000000007 37.543519500000009 37.631035900000008 22.500000000000004 18.500000000000004 23.500000000000004 59.848366150000011 125.02000000000002 54.410000000000004 55.710673100000008 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -6 -3 -9 12 13 26 15 18 -17 -14 -15 27 23 22 -22 24 -21 -25 -5 29 -29 -19
right_child=1 2 3 11 8 -7 7 10 -10 -11 -12 -13 17 14 -16 16 -18 19 -20 20 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-8.7274338361793138 -814.0682549921155 11676.819536235249 -46067.864881859758 -2567.0388554955002 -48489.518885932543 -9074.2380797869137 123321.26190905448 45952.442761600381 -9484.0358682343467 917.46321474611761 -10718.266169507577 220.63009332658027 -3781.3879689661062 6808.0482925440519 -30818.740039549157 3735.4734192708333 -48777.220182649384 12690.374188154625 -25079.155061287718 97058.9345703125 149574.66064897017 16782.209669013497 51304.25778680099 -9572.9955122853044 -522.81263146033655 -69443.992756483291 57338.559444754472 10662.105751577525 -53141.715489295864 1601.7205059304126
leaf_weight=3758080 36795 715 41 16240 118 389 39 66 1287 79723 33 166263 3386 599 301 150 182 863 145 21 22 444 38 131 52 36 28 65 77 7475
leaf_count=3758080 36795 715 41 16240 118 389 39 66 1287 79723 33 166263 3386 599 301 150 182 863 145 21 22 444 38 131 52 36 28 65 77 7475
internal_value=0 103.883 224.975 -94.4114 -8037.35 3644.41 31284.4 54265.9 -12759.9 1013.1 27062.2 -14.666 -1307.71 -3243.71 -12456.1 -7319.32 -25051.6 1401.31 593.472 3303.8 14715.7 25181.6 87336.7 -7262.48 27548.6 -22479.3 -2463.93 2302.57 -23935.7 2749.42
internal_weight=0 315724 278929 198491 1973 568 179 138 1405 80438 99 196518 30255 17645 1377 1076 332 12610 744 9224 744 504 60 240 73 167 16268 8480 142 8338
internal_count=4073804 315724 278929 198491 1973 568 179 138 1405 80438 99 196518 30255 17645 1377 1076 332 12610 744 9224 744 504 60 240 73 167 16268 8480 142 8338
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=31
num_cat=0
split_feature=3 6 6 0 4 0 0 4 3 0 1 1 1 7 1 4 3 2 1 1 3 1 4 6 1 0 0 1 0 6
split_gain=4.04528e+11 2.65163e+12 1.09311e+13 2.22806e+13 1.20035e+13 2.10499e+13 2.2028e+13 1.51661e+13 1.40431e+13 2.77727e+13 2.04246e+13 1.49663e+13 1.41673e+13 1.37943e+13 1.34482e+13 1.47467e+13 1.1314e+13 1.11747e+13 1.00569e+13 1.5476e+13 9.60905e+12 8.20914e+12 8.05368e+12 7.99985e+12 1.57547e+13 1.52516e+13 1.68166e+13 1.42028e+13 1.88293e+13 1.58174e+13
threshold=17.500000000000004 108.05000000000001 104.01000000000001 44.990874950000006 24.500000000000004 60.034792100000011 55.806294650000005 31.500000000000004 21.500000000000004 55.660117850000006 39.018051150000005 30.362494150000003 39.004719500000007 6.0000000000000009 38.965413050000002 19.500000000000004 19.500000000000004 2632.5000000000005 30.345769800000003 37.618684050000006 21.500000000000004 30.303340300000002 25.500000000000004 125.02000000000002 82.93515810000001 60.002985000000002 59.939085000000013 37.534144550000008 55.102137100000007 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 8 6 13 16 12 10 -10 -11 14 20 15 -5 -8 -13 21 -20 -6 -17 -18 24 25 26 27 28 -3 -30
right_child=1 23 3 4 5 -7 7 -9 9 11 -12 17 -14 -15 -16 18 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.086949248043271 -151.52482436204423 102029.26720703125 104361.49100000001 47699.765715921341 -571.76033554077151 -60042.097598379631 127578.04762834821 -7607.7533854166677 160346.1511904762 50768.920843750006 31760.871878255213 -1173.724091045673 10732.826170719305 32845.777235748814 -87927.641259765631 -42727.308779761908 39803.982026176949 -99251.349404761917 -89529.2433573405 -7900.2133854166668 -84277.18030598959 38792.584166666667 105129.35846484377 1056.1328896118516 16792.243753014085 14282.788728401254 -66073.099910619712 -16203.200559256758 9614.7789802072439 -71132.432812500003
leaf_weight=3927269 140850 20 25 29 32 27 28 30 21 25 30 26 169 59 32 21 77 21 48 45 24 30 25 2776 243 222 59 1275 239 27
leaf_count=3927269 140850 20 25 29 32 27 28 30 21 25 30 26 169 59 32 21 77 21 48 45 24 30 25 2776 243 222 59 1275 239 27
internal_value=0 -163.136 -84.3398 11399.9 8491.21 24214.9 32487.4 56481.8 -1063.24 28248.2 84707.8 -11744.1 -10703.1 -896.068 -28374.6 -17359.1 71271.7 -44995.6 -30461.2 -50031.3 -36445.5 5225.57 55815.1 -2459.64 -7140.6 -10297.9 -13666.3 -11685.5 8454.34 1418.63
internal_weight=0 146535 141674 824 799 302 275 160 497 123 51 72 374 115 205 173 130 47 144 93 56 51 102 4861 2085 1842 1620 1561 286 266
internal_count=4073804 146535 141674 824 799 302 275 160 497 123 51 72 374 115 205 173 130 47 144 93 56 51 102 4861 2085 1842 1620 1561 286 266
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=31
num_cat=0
split_feature=3 6 0 4 6 7 1 1 0 6 6 4 6 6 4 3 0 6 1 1 6 1 6 6 6 0 7 1 6 6
split_gain=3.97537e+11 3.18486e+12 1.26361e+13 5.19342e+12 5.06657e+12 4.86491e+12 2.72429e+12 6.28837e+12 7.51804e+12 5.96045e+12 9.27786e+12 5.38463e+12 4.08687e+12 2.79746e+12 2.22133e+12 1.05587e+12 9.24923e+12 5.62933e+12 6.6306e+12 4.61667e+12 8.13009e+12 5.68763e+12 4.51988e+12 3.81527e+12 3.89821e+12 3.74059e+12 4.59617e+12 3.2659e+12 2.57234e+12 2.13127e+12
threshold=33.500000000000007 73.41500000000002 56.850115550000005 36.500000000000007 103.03500000000001 6.0000000000000009 37.503969450000007 37.618684050000006 55.768246800000007 56.805000000000007 40.610000000000007 38.500000000000007 66.990000000000023 38.405000000000008 38.500000000000007 32.500000000000007 55.876067900000002 56.505000000000003 37.631035900000008 37.618684050000006 40.205000000000005 37.649344350000007 59.025000000000013 51.015000000000008 41.990000000000002 55.834019500000004 6.0000000000000009 37.534144550000008 64.405000000000015 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=15 2 6 -3 14 -6 11 8 -8 10 13 -2 -11 -9 -5 -1 19 23 22 20 -17 -21 -19 24 -18 26 -22 -28 29 -23
right_child=1 3 -4 4 5 -7 7 9 -10 12 -12 -13 -14 -15 -16 16 17 18 -20 21 25 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.25872079366911738 -31598.003944546566 -44899.777507560488 78970.488704427087 -33633.984644214528 49676.262953629033 -11810.686718750001 -2637.1260788690479 12848.856998697918 78524.675281250005 -64256.665781250005 64649.263082031255 23629.841755280671 -3608.6055185546875 -39408.707270507817 2655.3854586693551 -37835.399906250001 -2575.799279254416 -96832.694361413058 2915.7392857142859 -53788.675299337636 74103.477938988101 -11918.912310112848 -37910.8095703125 29975.655394345238 -54573.182180059528 -5561.4362834821432 41242.177293964458 6262.6377179827014 -22857.644838735221 18096.079653532608
leaf_weight=4072878 51 31 24 37 31 22 21 21 25 20 25 27 25 20 31 25 46 23 21 23 21 36 30 21 21 35 51 56 37 69
leaf_count=4072878 51 31 24 37 31 22 21 21 25 20 25 27 25 20 31 25 46 23 21 23 21 36 30 21 21 35 51 56 37 69
internal_value=0 3109.9 9853.56 -8380.95 975.112 24153.4 2794.81 10383.9 41472.5 -2499.68 16634.6 -12480.7 -30563.3 -12642.6 -17090.3 -0.313785 -4527.98 -24310.4 -44638.5 4550.63 15264.3 -7656.51 -63480.7 -7216.3 -18873.5 23408.5 31329.9 22935.1 -184.396 7805.23
internal_weight=0 411 259 152 121 53 235 157 46 111 66 78 45 41 68 4.07339e+06 515 162 74 353 188 165 53 88 67 163 128 107 142 105
internal_count=4073804 411 259 152 121 53 235 157 46 111 66 78 45 41 68 4073393 515 162 74 353 188 165 53 88 67 163 128 107 142 105
is_linear=0
shrinkage=0.1


Tree=3838
num_leaves=31
num_cat=0
split_feature=6 1 5 1 0 0 4 7 1 0 1 1 5 0 4 0 0 4 3 0 1 0 4 1 0 1 1 1 4 0
split_gain=3.71204e+11 5.47582e+12 5.03215e+12 7.73819e+12 1.52901e+13 9.40222e+12 1.36722e+13 6.13546e+12 5.77888e+12 4.52455e+12 4.51765e+12 6.03509e+12 2.05662e+13 9.62382e+12 4.27824e+12 4.21882e+12 5.21012e+12 8.26321e+12 1.38352e+13 1.30416e+13 1.21726e+13 7.62913e+12 7.25561e+12 5.75781e+12 5.26949e+12 5.14826e+12 4.67695e+12 4.7574e+12 4.4771e+12 6.82176e+12
threshold=15.450000000000001 63.728898350000001 1.5000000000000002 82.956351500000011 55.02095400000001 57.14107305000001 8.5000000000000018 6.0000000000000009 118.02765200000002 53.310923100000004 49.230435000000007 49.030112300000006 1.5000000000000002 55.82518790000001 9.5000000000000018 60.01610465000001 57.60122925000001 3.5000000000000004 3.5000000000000004 59.91832440000001 30.345769800000003 56.228352100000002 9.5000000000000018 39.366401150000009 59.939085000000013 30.323041000000003 37.618684050000006 38.657016300000002 2.5000000000000004 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -4 6 -6 -5 9 -3 11 15 14 -14 -13 16 21 -18 19 20 -19 28 26 -22 -20 -17 -23 -28 29 -1
right_child=-2 2 3 7 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 25 17 18 24 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3865.152134486651 -1.4742643252454475 19038.960429551866 -27724.924521771598 2328.2903230554921 13848.681328125002 7757.7701562500006 119898.26749621978 -48495.701912109376 30141.221991762912 -6418.9996027294219 7062.3599677554739 -25127.036072762476 75146.352983940975 -11370.67203125 17247.381730769233 18676.812148437501 63689.674357358868 -50425.528068296378 21718.895170768807 -74449.828138950907 52909.469428168406 -53135.145070578837 -60606.75244140625 -2550.0034455128207 70891.97201967593 -42300.155572916672 30358.144063683711 -10288.404643803151 3515.1043031010831 -54068.303715988695
leaf_weight=406 4064110 72 34 476 20 30 31 25 46 2297 1495 285 36 20 26 20 31 31 113 28 36 22 30 39 27 45 33 226 3685 29
leaf_count=406 4064110 72 34 476 20 30 31 25 46 2297 1495 285 36 20 26 20 31 31 113 28 36 22 30 39 27 45 33 226 3685 29
internal_value=0 618.07 -2905.76 5161.98 28555.7 52179.7 78310.2 -207.837 -4963.62 -5645.27 2221.06 820.57 -11539.3 44247.4 -21584.5 1765.39 2112.67 14754.8 9218.33 -13750 2283.96 1242.47 -13860.2 24070.5 31202.3 -23538 -8869.52 -5109.5 2382.51 -7212.03
internal_weight=0 9694 3031 616 115 81 51 501 2415 2369 6663 5168 367 56 311 4801 4736 305 274 134 106 4431 311 75 140 65 281 259 4120 435
internal_count=4073804 9694 3031 616 115 81 51 501 2415 2369 6663 5168 367 56 311 4801 4736 305 274 134 106 4431 311 75 140 65 281 259 4120 435
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 0 6 4 4 0 1 6 0 6 4 1 1 6 0 5 0 1 3 6 0 4 3 4 6 6
split_gain=3.59617e+11 9.20335e+12 2.79782e+13 2.87209e+13 2.94027e+13 2.55388e+13 4.43332e+13 4.94439e+13 3.73531e+13 3.89973e+13 3.49936e+13 2.84497e+13 2.24141e+13 2.20153e+13 3.55263e+13 5.26463e+13 3.67881e+13 4.22569e+13 8.30129e+13 3.18073e+13 4.92993e+13 3.40071e+13 2.93029e+13 3.76749e+13 3.05977e+13 6.04702e+13 2.76878e+13 2.58868e+13 2.49245e+13 2.46139e+13
threshold=39.625203600000013 39.718675700000013 3.5000000000000004 22.500000000000004 67.00500000000001 47.245981600000007 122.65000000000002 15.500000000000002 20.500000000000004 47.22829500000001 39.703507450000011 149.05000000000004 43.687280500000007 82.905000000000015 6.5000000000000009 39.689978950000004 39.689978950000004 116.05000000000001 47.207933300000008 2.5000000000000004 45.177967300000006 39.712886600000012 2.5000000000000004 108.05000000000001 47.207933300000008 4.5000000000000009 2.5000000000000004 4.5000000000000009 101.02000000000002 94.02500000000002
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 -4 8 -7 11 13 -10 -11 -8 -5 -6 16 -16 22 19 26 -18 21 -21 23 -15 25 -24 27 -19 -23 -22
right_child=1 -3 3 12 5 6 7 -9 9 10 -12 -13 -14 14 15 -17 17 18 -20 20 29 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.209695680829554 -6294.7481601008312 -11.647987918889992 1336.1131820723429 34365.917363017317 15887.026604566343 2903.0280356347357 -72043.733183092947 -147987.57976371952 -8213.9612582337631 89442.761148372927 3788.9815696022729 49535.670841899671 -4923.3027410892246 123726.16178385419 -11286.674248891666 21394.370856267367 51936.652591145838 200753.19895833335 -90972.222401975247 -147078.11947395836 1648.5538680686093 -93693.138888888891 -96092.498611886171 -13859.355583639706 -63915.178178793692 78519.065584788608 17860.914913712688 54967.37489224138 32497.038281250003 -68546.96978027343
leaf_weight=1694326 4836 2299324 57284 148 2726 4050 39 41 102 172 66 38 7683 48 755 1420 30 21 53 75 133 45 28 34 59 68 67 29 24 80
leaf_count=1694326 4836 2299324 57284 148 2726 4050 39 41 102 172 66 38 7683 48 755 1420 30 21 53 75 133 45 28 34 59 68 67 29 24 80
internal_value=0 25.0713 1078.41 1551.83 2217.02 7162.82 1142.62 -59278.3 11320.6 43518.8 65690 -12043.5 -4180.77 9398.32 3440.69 10049.9 -14663.9 -28704.7 12853.1 -46960 -55270.6 -100466 18334.8 66678.5 -7240.57 27590.7 59885.1 116197 -49800.9 -24716
internal_weight=0 2.37948e+06 80154 75318 67487 10203 4168 118 6035 340 238 77 7831 5695 2969 2175 794 557 170 387 357 144 237 82 155 96 117 50 69 213
internal_count=4073804 2379478 80154 75318 67487 10203 4168 118 6035 340 238 77 7831 5695 2969 2175 794 557 170 387 357 144 237 82 155 96 117 50 69 213
is_linear=0
shrinkage=0.1


Tree=3840
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 0 0 3 2 6 3 4 0 3 3 3 2 1 0 5 1 1 0 3 6 1 1 1 0 0
split_gain=4.11583e+11 9.24982e+12 1.2905e+13 2.87759e+13 4.9039e+13 2.86753e+13 1.69811e+13 2.9283e+13 2.23428e+13 1.88451e+13 1.7759e+13 1.67477e+13 3.13503e+13 4.15355e+13 5.20255e+13 3.2408e+13 2.69392e+13 3.12833e+13 2.6598e+13 2.61143e+13 2.29433e+13 2.51539e+13 2.46454e+13 2.87328e+13 3.8966e+13 2.82135e+13 2.90791e+13 3.32825e+13 5.64522e+13 2.16683e+13
threshold=68.00500000000001 66.50500000000001 24.500000000000004 2599.0000000000005 37.873748150000004 55.922096200000006 55.622114900000007 11.500000000000002 75.000000000000014 66.990000000000023 6.5000000000000009 13.500000000000002 43.6005307 3.5000000000000004 10.500000000000002 8.5000000000000018 9651.0000000000018 83.086354900000018 55.026775150000006 3.5000000000000004 30.084656550000002 37.957884500000006 55.806294650000005 3.5000000000000004 67.00500000000001 30.323041000000003 37.631035900000008 37.534144550000008 55.858844800000007 55.039488700000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 -8 -10 -4 16 13 -13 15 -15 -3 18 -18 29 -14 22 23 24 -22 -24 27 -27 -29 -20
right_child=-2 2 3 -5 -6 -7 8 -9 9 -11 -12 12 20 14 -16 -17 17 -19 19 -21 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-9.674204106602609 -66.844977251881403 -287.06162160798715 19611.84569868608 3206.7552812391027 -42891.119521011846 -44983.680845690687 -18804.095083138604 59886.793480610642 -38285.336138392857 17490.413097439236 -64186.809355945123 170312.64229329428 -15728.63134316956 14312.740694444445 98131.786065340915 -136133.86845238096 6986.104730650437 -5908.4058620493743 54026.807665594693 -58991.410984848488 70355.320738323921 1479.2493110274781 18758.187638440049 10920.343264810479 15848.952029816266 -1886.4184477305362 15484.264743906455 -123020.91439549181 -16991.656879134916 20698.945282996261
leaf_weight=3250793 751260 42742 66 2337 434 157 560 117 70 450 41 24 604 45 55 21 1591 1027 290 33 206 13333 912 2739 361 1836 759 61 284 596
leaf_count=3250793 751260 42742 66 2337 434 157 560 117 70 450 41 24 604 45 55 21 1591 1027 290 33 206 13333 912 2739 361 1836 759 61 284 596
internal_value=0 15.1143 1138.2 -4218.6 -13375.9 -4608.17 252.988 25310.2 -4944.06 9982.14 -12497.9 1473.95 3798.72 50138 26301.7 -33556.6 406.988 8794.06 14809.8 28354.3 3480.2 4046.41 8828.18 15162 35652 3392.17 -1374.43 -7241.34 -35738.9 31607.6
internal_weight=0 3.32254e+06 71751 4232 1895 1461 1304 224 1080 520 107 67519 21240 145 121 66 46279 3537 2510 919 21095 20491 7158 3306 567 3852 2940 2181 345 886
internal_count=4073804 3322544 71751 4232 1895 1461 1304 224 1080 520 107 67519 21240 145 121 66 46279 3537 2510 919 21095 20491 7158 3306 567 3852 2940 2181 345 886
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=31
num_cat=0
split_feature=6 6 4 0 4 0 0 0 1 1 1 1 0 0 0 1 6 0 1 7 1 1 3 0 0 0 0 4 1 5
split_gain=4.17024e+11 3.51791e+12 1.55834e+13 1.82001e+13 1.80519e+13 1.47977e+13 3.8727e+13 2.65179e+13 1.53134e+13 9.37082e+12 9.15987e+12 2.12921e+13 2.01641e+13 4.77193e+13 3.50584e+13 1.68673e+13 1.61902e+13 5.19376e+13 1.69151e+13 2.28655e+13 2.17188e+13 2.71995e+13 3.06717e+13 2.61013e+13 2.18334e+13 3.11917e+13 1.78257e+13 1.59981e+13 1.68771e+13 1.54251e+13
threshold=59.245000000000012 58.755000000000003 16.500000000000004 45.00849250000001 18.500000000000004 55.60524465000001 55.554045200000012 55.649510000000014 83.689608100000015 37.71815560000001 37.46219940000001 37.543519500000009 55.743464250000009 55.812023600000011 55.676890650000011 37.768783500000005 59.025000000000013 55.667390500000003 37.702956500000006 6.0000000000000009 37.618684050000006 37.600779750000008 4.5000000000000009 55.79439725000001 55.883833400000007 55.710673100000008 55.649510000000014 14.500000000000002 37.729575300000008 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 10 -4 5 6 8 -7 -5 -8 -3 12 14 -14 -12 16 18 -18 19 20 21 22 23 26 25 -22 -13 -19 -29 -24
right_child=-2 2 3 4 -6 7 9 -9 -10 -11 11 15 13 -15 -16 -17 17 27 -20 -21 24 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6410264168197184 -46.782939228915154 -4197.2604568242232 -26361.969125416243 13898.800724596278 2111.3521088827069 82578.689339967765 -43284.6390093316 16223.300798259981 -50688.396474095396 28868.051083984377 14969.856682902138 32536.813318810095 139495.09851190477 20599.652469510809 -92973.918104876895 611.96984530333009 18865.356774111959 -37822.370561500829 -22279.749263890204 61366.460974491005 -9993.0935786409209 -76841.692868134473 -92841.700241699233 -35194.391784824475 -49535.400830078128 62970.346350190841 136725.97362670899 -142760.47253289475 -53137.915009973411 -10242.357767427886
leaf_weight=2712002 1298203 4449 183 1081 5283 63 180 1368 38 20 341 52 42 172 33 49040 139 135 331 66 106 66 40 39 40 131 24 38 47 52
leaf_count=2712002 1298203 4449 183 1081 5283 63 180 1368 38 20 341 52 42 172 33 49040 139 135 331 66 106 66 40 39 40 131 24 38 47 52
internal_value=0 21.8813 757.045 4821.15 5531.53 12102 4461.39 19144.6 11705.5 -36069.4 154.14 534.228 19453.3 43934.3 5445.41 313.269 -10902.9 -28986.4 -4047.57 5749.27 -924.79 -20941.6 -3118.43 31310.9 18803 30336.9 65438.7 -59220 -93204.5 -46155.1
internal_weight=0 2.7756e+06 63599 8216 8033 2750 1319 1431 1119 200 55383 50934 588 214 374 50346 1306 359 947 616 550 273 207 115 277 237 76 220 85 92
internal_count=4073804 2775601 63599 8216 8033 2750 1319 1431 1119 200 55383 50934 588 214 374 50346 1306 359 947 616 550 273 207 115 277 237 76 220 85 92
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 1 6 1 0 2 6 2 6 0 5 1 0 0 4 2 1 1 1 1 1 6 6 0 0 1
split_gain=4.04111e+11 2.65566e+12 7.90575e+12 1.12541e+13 1.29701e+13 7.99132e+12 7.27353e+12 9.8174e+12 6.04473e+12 1.48711e+13 9.97384e+12 5.44703e+12 4.48006e+13 2.12712e+13 3.37093e+13 1.96597e+13 7.37376e+12 5.29421e+12 8.88311e+12 1.17416e+13 9.69587e+12 1.92613e+13 1.22929e+13 1.06095e+13 8.90795e+12 1.12893e+13 1.08981e+13 6.0491e+12 8.61293e+12 1.62352e+13
threshold=2.5000000000000004 2.5000000000000004 55.805000000000007 30.472130500000002 30.389265100000003 30.277905650000005 55.015000000000008 41.912736000000002 59.933037250000005 3338.0000000000005 59.815000000000005 75.000000000000014 50.010000000000012 55.737027400000009 1.5000000000000002 37.534144550000008 55.462387050000011 43.687280500000007 1.5000000000000002 3999.0000000000005 39.749243900000003 39.718675700000013 39.723160900000003 39.803839700000005 40.965343750000009 70.50500000000001 84.810000000000016 45.00849250000001 47.207933300000008 36.049731800000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 -8 10 -10 -4 12 13 15 -15 16 -1 18 19 -3 21 -20 -23 -22 25 -25 -27 -19 29 -29
right_child=-2 17 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 27 20 -21 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=33670.484602866571 -5.2996319499409443 80827.359244791674 47013.227389705884 -4320.2128223009595 80131.810859375008 -26844.731266983697 42224.462560017906 -2883.7393370952805 115759.27871093751 3672.0904094827588 -23188.26164770508 68.114793858196023 121283.78373161764 19670.594003378381 -118261.07210477942 78545.179714593658 -36442.588535156254 5610.3784960573312 18768.627053571428 3299.5235570126492 65332.708203125003 -126379.64134615386 -35603.389017857146 11461.568335802804 -4181.798842226226 -124531.57718750002 -31996.081964285713 69212.902973790333 1531.3930791838411 -3370.2639770077535
leaf_weight=24 3961637 24 34 6063 30 46 96 97 20 29 50 72496 34 37 34 41 40 2782 35 105 20 26 35 29 580 20 35 31 24061 5213
leaf_count=24 3961637 24 34 6063 30 46 96 97 20 29 50 72496 34 37 34 41 40 2782 35 105 20 26 35 29 580 20 35 31 24061 5213
internal_value=0 187.178 -126.946 -3533.74 19281.4 9082.99 166.164 19553.5 21509.1 49422 5226.63 114.7 16196.8 -4104.11 -46381.2 24483.2 -10150.2 940.892 -6584.91 17723.3 -10605.1 -40365.5 -74294.9 -6428.21 -8589.69 -39025.1 -65645.4 1154.09 731.045 -2941.19
internal_weight=0 112167 79171 6272 209 179 72899 193 133 49 84 72706 210 176 71 105 64 32996 909 129 780 96 61 684 664 84 55 32087 29305 5244
internal_count=4073804 112167 79171 6272 209 179 72899 193 133 49 84 72706 210 176 71 105 64 32996 909 129 780 96 61 684 664 84 55 32087 29305 5244
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=31
num_cat=0
split_feature=4 4 6 6 1 6 6 1 0 7 6 0 6 0 1 2 3 5 1 3 2 0 1 1 0 6 3 1 1 3
split_gain=4.04238e+11 6.18894e+12 2.05118e+13 2.38771e+13 2.49495e+13 6.34468e+13 6.55904e+13 4.70785e+13 5.25769e+13 2.61349e+13 2.57062e+13 2.52607e+13 2.35753e+13 4.20207e+13 2.32122e+13 3.81921e+13 2.5781e+13 3.28921e+13 3.89477e+13 3.3886e+13 3.14698e+13 2.46976e+13 2.4264e+13 3.11495e+13 2.39005e+13 2.88171e+13 2.33293e+13 2.30939e+13 4.03839e+13 2.32605e+13
threshold=22.500000000000004 21.500000000000004 84.00500000000001 69.015000000000015 30.509101000000005 77.010000000000005 74.015000000000015 30.226173900000003 59.933037250000005 6.0000000000000009 80.030000000000015 59.950512650000007 79.710000000000022 59.864072000000007 39.033214400000013 2421.5000000000005 12.500000000000002 3.5000000000000004 37.475446350000006 16.500000000000004 75.000000000000014 55.702806750000008 38.927872750000006 38.166910000000009 45.022979600000006 106.49500000000002 11.500000000000002 30.157841000000001 30.315889700000003 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 5 6 -5 8 10 -9 12 -11 13 -7 16 26 22 20 21 -20 -18 -19 23 -4 25 -24 -16 -8 29 -29
right_child=-2 2 14 4 -6 7 27 9 -10 11 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.8245873481767063 103.82312173897316 -737.53715789483977 13449.065250298312 -28271.407582720592 -4669.8247466606508 42895.045149739584 15373.84763829023 -40741.954184194714 126098.47340353263 -145718.55560379996 -65063.845786591875 -53739.112652587894 100655.8521875 -96850.556330128209 169285.07912353516 -5333.860883186976 34112.249501475628 -165546.52391304349 -55847.793509615389 25793.581290132708 -917.18435999116889 -51231.064674233494 54011.952455357154 -34114.445841580593 41143.806181700544 -79686.447874691628 18374.925911458336 58993.196304086538 -14695.973437500001 182415.03661317567
leaf_weight=3671018 343403 43496 1814 238 7998 48 87 91 23 79 117 48 20 39 20 2437 317 23 78 146 1343 106 28 149 489 38 21 26 27 37
leaf_count=3671018 343403 43496 1814 238 7998 48 87 91 23 79 117 48 20 39 20 2437 317 23 78 146 1343 106 28 149 489 38 21 26 27 37
internal_value=0 -9.55746 -1022.29 -1702.18 -6428.25 -22409.9 6012.81 -47776.5 -17883.8 -81645.7 -32667.7 -110955 2756.14 -19749.5 4058.15 -3723.59 8313.97 -122.466 -27842.3 -2635.11 5772.17 -71612.9 15058.4 9838.79 33519.9 -22965.9 91989.6 52112.5 87626.5 131479
internal_weight=0 3.7304e+06 59383 52374 8878 880 415 465 247 218 224 127 107 87 7009 2478 4531 2013 353 224 1660 129 2518 1963 555 66 41 177 90 63
internal_count=4073804 3730401 59383 52374 8878 880 415 465 247 218 224 127 107 87 7009 2478 4531 2013 353 224 1660 129 2518 1963 555 66 41 177 90 63
is_linear=0
shrinkage=0.1


Tree=3844
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 0 6 6 4 4 6 1 4 0 0 6 4 1 0 0 6 3 6 0 3 5 6 6 4 3
split_gain=4.14141e+11 3.61938e+12 6.86283e+12 7.52258e+12 6.17428e+12 5.84999e+12 5.14341e+12 4.5913e+12 6.41996e+12 5.90656e+12 4.65474e+12 4.31979e+12 1.50112e+13 1.35322e+13 1.23639e+13 1.1996e+13 1.12126e+13 1.04792e+13 1.60926e+13 1.30866e+13 1.70583e+13 3.02905e+13 2.16502e+13 2.9702e+13 1.63866e+13 1.55416e+13 9.23273e+12 8.49471e+12 8.19484e+12 1.73295e+13
threshold=14.500000000000002 30.157841000000001 58.995000000000012 15.500000000000002 59.848366150000011 59.939085000000013 71.030000000000015 70.50500000000001 24.500000000000004 22.500000000000004 60.605000000000011 30.389265100000003 15.500000000000002 59.950512650000007 59.990753350000013 138.05000000000004 24.500000000000004 30.410676000000006 60.042359000000012 60.028671700000011 71.715000000000018 15.500000000000002 62.010000000000012 60.01610465000001 21.500000000000004 1.5000000000000002 65.805000000000021 68.515000000000015 20.500000000000004 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 4 -4 7 -7 8 9 10 -5 12 13 -3 -15 -14 -17 18 19 20 22 -22 23 28 -21 -26 -24 -28 29 -13
right_child=1 11 3 5 -6 6 -8 -9 -10 -11 -12 17 15 14 -16 16 -18 -19 -20 24 21 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-9.2415532746749971 -435.17004572207537 -10888.218232066421 6853.7213931435035 -14777.849971064816 43781.776491001678 -60237.461279296876 6702.843927556818 2092.0357865651449 65802.078030960649 -18506.013886052911 30881.892873743342 12791.139972224051 -923.55203427249808 -111472.98856026787 -29051.280153245196 57502.048486328131 -26707.819419642859 167.46881153245383 -26717.017577186001 62693.641396985739 75696.045088704428 -49404.194232421876 118101.13222656251 -102564.00455163044 -21119.441983130673 78416.816834077385 -1383.837253736413 84562.094633152185 4176.1460496933532 87266.212317475816
leaf_weight=3758080 1259 261 76 27 112 24 22 384 27 44 129 122 29772 28 52 64 21 282435 104 112 24 100 24 23 62 21 23 23 307 42
leaf_count=3758080 1259 261 76 27 112 24 22 384 27 44 129 122 29772 28 52 64 21 282435 104 112 24 100 24 23 62 21 23 23 307 42
internal_value=0 110.003 4243.74 11215 28853.4 6167.82 -28222.5 8756.95 20031.5 13852.5 22979.2 82.2705 -1054.72 -21917.1 -57898.9 -816.449 36697.3 203.414 10489.4 14871.6 8390.43 -25191.2 15773.6 8398.39 37738.6 4064.43 67821.8 41589.1 13816.9 31864
internal_weight=0 315724 2104 845 188 657 46 611 227 200 156 313620 30198 341 80 29857 85 283422 987 883 688 124 564 494 195 83 70 46 471 164
internal_count=4073804 315724 2104 845 188 657 46 611 227 200 156 313620 30198 341 80 29857 85 283422 987 883 688 124 564 494 195 83 70 46 471 164
is_linear=0
shrinkage=0.1


Tree=3845
num_leaves=31
num_cat=0
split_feature=6 6 1 6 1 3 1 3 2 0 3 3 1 7 2 1 1 5 1 1 3 3 0 0 0 0 0 0 0 0
split_gain=3.94834e+11 6.23768e+12 8.45464e+12 1.47607e+13 1.69545e+13 1.29275e+13 1.54077e+13 2.47682e+13 1.50594e+13 2.00382e+13 1.81357e+13 1.96729e+13 1.61774e+13 1.48846e+13 1.26096e+13 1.22824e+13 3.09785e+13 2.93514e+13 1.80826e+13 3.54463e+13 2.40187e+13 2.08998e+13 3.27575e+13 3.224e+13 1.77656e+13 4.47292e+13 2.55629e+13 1.65573e+13 1.83542e+13 3.47761e+13
threshold=49.010000000000012 48.410000000000004 37.442254400000003 48.810000000000009 37.46219940000001 3.5000000000000004 37.534144550000008 2.5000000000000004 75.000000000000014 55.595177750000005 5.5000000000000009 20.500000000000004 37.534144550000008 6.0000000000000009 75.000000000000014 37.475446350000006 37.488790500000007 1.5000000000000002 37.702956500000006 37.600779750000008 1.5000000000000002 3.5000000000000004 55.60524465000001 55.806294650000005 55.759969450000007 55.696737300000009 55.866549750000011 55.676890650000011 55.702806750000008 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -4 9 -7 13 12 -12 -11 -3 -6 17 -17 19 20 -18 22 -22 -24 25 -23 -26 -21 -29 -30
right_child=-2 2 3 4 15 8 -8 -9 -10 10 11 -13 -14 -15 -16 16 18 -19 -20 27 21 24 23 -25 26 -27 -28 28 29 -31
leaf_value=-2.5295022829606295 -31.638783965727193 -31321.228641009802 -4858.118586222331 68397.327523226355 -50416.46988031915 -7491.4458250221642 1415.5648239268985 -131067.57691915763 6708.6090052493519 -82711.885493164067 97467.006250000006 -17890.820653105948 42010.515695716596 19968.438098144532 -2020.4432795013865 120472.52931547619 -54010.085233800557 -3521.5839564732146 840.73025414417191 -10708.86243153995 -2437.7125433152723 -10653.590430769136 175309.625 16770.638247282608 -106076.39081473213 102354.33053819445 -3212.5817235702125 -145504.40213994565 69770.046884300595 -68995.539582576312
leaf_weight=1996917 2004014 151 48 37 47 141 2863 23 3998 20 71 41 203 48 5374 42 68 35 58963 97 62 158 29 23 35 45 78 23 21 129
leaf_count=1996917 2004014 151 48 37 47 141 2863 23 3998 20 71 41 203 48 5374 42 68 35 58963 97 62 158 29 23 35 45 78 23 21 129
internal_value=0 30.6333 939.385 1247.89 725.546 5443.77 274.376 -45742.9 8797.82 24738 36603.2 46713.6 56380.6 -10231.7 -2821.24 683.714 723.871 64111.6 642.157 -14603.3 1215.47 9948.81 46654.1 105187 -3292.97 14397.4 -35073.1 -43780.1 -62322.9 -49568.4
internal_weight=0 2.06979e+06 72873 67348 59892 7456 2934 71 4522 524 383 315 274 68 5525 59855 59808 77 59731 768 498 430 114 52 316 203 113 270 173 150
internal_count=4073804 2069790 72873 67348 59892 7456 2934 71 4522 524 383 315 274 68 5525 59855 59808 77 59731 768 498 430 114 52 316 203 113 270 173 150
is_linear=0
shrinkage=0.1


Tree=3846
num_leaves=31
num_cat=0
split_feature=4 2 1 3 5 6 6 1 5 3 6 5 1 0 0 5 6 0 0 1 6 6 6 6 1 0 0 0 6 1
split_gain=3.8768e+11 3.68531e+12 1.07077e+13 9.13766e+12 1.43523e+13 1.46661e+13 6.10414e+13 2.21321e+13 2.23332e+13 1.60268e+13 4.03625e+13 9.00707e+13 5.811e+13 4.71131e+13 3.48779e+13 2.54504e+13 5.71827e+13 4.54168e+13 1.59734e+14 3.03806e+13 2.04786e+13 1.97431e+13 1.95433e+13 1.90767e+13 1.86734e+13 2.17829e+13 4.83576e+13 4.1859e+13 2.51898e+13 1.6776e+13
threshold=5.5000000000000009 36.000000000000007 37.873748150000004 4.5000000000000009 4.5000000000000009 122.65000000000002 112.00500000000001 37.290808600000013 3.5000000000000004 3.5000000000000004 79.015000000000015 3.5000000000000004 37.46219940000001 55.622114900000007 55.633951400000008 1.5000000000000002 39.995000000000012 55.749683450000006 55.768246800000007 37.488790500000007 53.995000000000012 43.405000000000008 45.995000000000012 60.605000000000011 37.740454950000007 55.783232450000007 55.749683450000006 55.759969450000007 30.425000000000001 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 11 13 -12 20 -15 16 24 -18 -19 22 -11 -20 -17 -22 25 26 -16 29 -27 -28
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 10 12 -13 -14 14 15 19 17 18 21 -21 23 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-1631.8442442764085 -19.289481088078595 74.379587010702423 -72607.992547898073 -5572.7220415594902 -48249.108247227821 -33292.924250000004 -153351.24625901444 23928.187506734917 157541.79701704546 -15960.882481250002 -63698.960156250003 -166827.20927419356 64903.177978742729 99593.779735137199 10768.334881844008 48636.580149449852 -32924.308025568185 372140.97875000001 91448.693981933597 -4703.5979491874587 -119773.54062500001 -31611.745596590914 5809.7856092777492 -29346.980128389248 -10075.990024155401 46117.724578790352 105000.01847098215 41328.842843364197 -16193.632630960921 220262.11317934783
leaf_weight=13818 2928705 1123208 21 3874 62 25 26 29 22 250 42 31 215 41 242 191 22 20 32 1853 43 22 241 51 269 91 28 81 226 23
leaf_count=13818 2928705 1123208 21 3874 62 25 26 29 22 250 42 31 215 41 242 191 22 20 32 1853 43 22 241 51 269 91 28 81 226 23
internal_value=0 49.3348 -1235.69 -1167.16 -218.774 -52.7276 -239.284 43783.1 81565.4 -16.0385 5546.29 2923.61 43886.5 4335.92 7922.18 6797.21 19635.9 93222.8 130726 863.885 -30922 41313 24744.8 -70712.3 12277.2 20979.1 37325.1 86012.6 1693.85 156981
internal_weight=0 1.1451e+06 21891 21870 17996 17934 17858 76 51 17832 4014 3757 257 3726 3382 3341 1056 96 74 2285 344 54 432 94 960 691 374 132 317 51
internal_count=4073804 1145099 21891 21870 17996 17934 17858 76 51 17832 4014 3757 257 3726 3382 3341 1056 96 74 2285 344 54 432 94 960 691 374 132 317 51
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=31
num_cat=0
split_feature=4 3 0 1 6 5 1 0 0 6 7 0 0 2 4 1 6 0 0 6 1 1 1 0 6 0 6 1 6 6
split_gain=3.80719e+11 6.23314e+12 1.20612e+13 1.38838e+13 3.23758e+13 2.16919e+13 5.2156e+13 3.78603e+13 1.84181e+13 1.37676e+13 1.21377e+13 1.6593e+13 2.82451e+13 1.51701e+13 5.93429e+13 3.40094e+13 2.86414e+13 3.15795e+13 2.25281e+13 2.25084e+13 2.21408e+13 3.72325e+13 4.51895e+13 4.15011e+13 3.15228e+13 3.90764e+13 3.00214e+13 2.72918e+13 2.10794e+13 1.82752e+13
threshold=17.500000000000004 15.500000000000002 44.685196900000008 37.780517050000007 91.02500000000002 2.5000000000000004 39.939672500000007 43.687280500000007 43.550475500000012 88.825000000000003 6.0000000000000009 45.022979600000006 45.015054600000006 75.000000000000014 16.500000000000004 37.442254400000003 50.410000000000004 55.649510000000014 55.721784200000009 74.015000000000015 37.46219940000001 37.729575300000008 37.586700500000006 55.710673100000008 54.990000000000002 55.685785750000008 74.615000000000009 37.755233900000007 53.995000000000012 59.505000000000003
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 -3 8 7 -7 -5 -10 13 12 -12 14 15 19 -16 28 20 29 26 22 24 27 -22 -26 -19 -23 -18 -4
right_child=-2 2 10 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.7233623125103863 68.903148956496835 -18999.349603630515 25303.669299316407 39055.750747070313 -161049.39561011907 156128.89600619613 -101398.92631250001 18724.688948317311 -26685.141458800448 -109603.20639204547 16425.040308949832 882.93233562997557 135050.79058948866 -1328.2311302541029 -14962.488393436262 -41641.507498798077 25409.438500976565 -104372.76254340279 2340.0473403879291 103446.90407812501 122842.4808376736 -78591.659561157227 176818.56448567708 126770.86545928031 60622.194064198367 -99016.857846467406 55047.944494047624 18483.014502433402 -18001.986144699822 -85226.477678571435
leaf_weight=3360895 670021 68 52 40 21 29 25 65 223 22 229 14079 22 24326 1072 650 136 27 594 25 36 32 36 33 46 23 21 305 630 21
leaf_count=3360895 670021 68 52 40 21 29 25 65 223 22 229 14079 22 24326 1072 650 136 27 594 25 36 32 36 33 46 23 21 305 630 21
internal_value=0 -13.5633 -1211.49 -16762.6 -52516.8 -8886.03 26973.7 61115.3 -23859 -34130.8 -1030.66 1337.28 26822.5 -2239.73 -8169.92 -33362 -1869.8 5444.1 15900.1 21553.1 30309.1 36408.7 80135 19745.5 46986.3 7409.18 -34626.2 9265.24 -10294.5 -6492.67
internal_weight=0 3.40378e+06 42888 493 89 404 119 94 285 245 42395 14330 251 28065 3739 748 2991 1919 1153 98 559 511 141 370 105 69 48 337 766 73
internal_count=4073804 3403783 42888 493 89 404 119 94 285 245 42395 14330 251 28065 3739 748 2991 1919 1153 98 559 511 141 370 105 69 48 337 766 73
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=31
num_cat=0
split_feature=3 4 0 0 6 1 4 1 5 0 1 0 0 5 0 6 6 3 4 1 6 1 1 3 1 6 4 4 6 4
split_gain=4.35038e+11 3.58409e+12 8.45538e+12 2.43781e+13 1.98074e+13 1.50215e+13 2.45712e+13 6.56137e+13 4.36364e+13 2.81759e+13 3.12858e+13 4.08351e+13 3.01635e+13 2.66172e+13 2.07136e+13 2.28109e+13 3.02513e+13 2.01513e+13 1.96592e+13 1.91993e+13 1.88763e+13 1.69618e+13 3.05141e+13 2.0084e+13 1.65786e+13 1.64504e+13 2.01232e+13 1.64139e+13 1.5955e+13 1.45622e+13
threshold=14.500000000000002 24.500000000000004 60.028671700000011 59.91832440000001 81.02500000000002 30.410676000000006 17.500000000000004 30.438492500000006 1.5000000000000002 59.963561900000009 30.472130500000002 59.933037250000005 59.939085000000013 1.5000000000000002 60.01610465000001 79.710000000000022 75.605000000000004 22.500000000000004 16.500000000000004 30.260128500000004 57.005000000000003 30.315889700000003 30.370944000000005 21.500000000000004 30.242318500000007 35.010000000000012 18.500000000000004 20.500000000000004 42.875000000000007 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 14 7 8 28 10 11 29 13 -12 21 16 17 -16 20 -19 -10 -5 -23 -24 -17 -11 -27 -13 -7 -8
right_child=1 -3 4 5 -6 6 9 -9 18 25 12 27 -14 -15 15 24 -18 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.4718349613188959 226.16065092968975 -365.19428531129751 -1434.2221562905743 3970.5832879260979 -20434.212747880825 44027.321207139757 17219.362023437501 -8960.36404804017 125453.50588942308 12816.100224918589 44382.794979095459 -6504.6356402101774 24102.895366522607 168928.83657094595 5751.3937761349562 -31108.144248853408 -81184.936615815037 17282.083106566013 127113.81024222996 92864.11139684607 18853.146112325918 -21009.334655189516 507.95145688883468 55395.040387641056 50653.331449137746 -58544.320024671062 -4894.5794285209458 36880.148447342319 -28899.61432291667 -46283.374579326926
leaf_weight=3758080 193216 104815 7192 3741 594 90 50 233 26 529 32 113 94 37 1025 28 37 89 92 54 46 896 900 72 217 76 873 382 45 130
leaf_count=3758080 193216 104815 7192 3741 594 90 50 233 26 529 32 113 94 37 1025 28 37 89 92 54 46 896 900 72 217 76 873 382 45 130
internal_value=0 112.744 350.264 474.228 -2883.75 5312.28 11442.7 30822.8 61824.4 6990.93 21639.2 12144.2 60958.8 111168 2838.93 13493 7837.43 10657.5 96484.8 45823.5 57347.7 84.7187 -7697.41 4573.66 41309.2 -1314.36 -9191.08 26976.1 19718.3 -28643.7
internal_weight=0 315724 210909 203123 7786 9907 2848 532 299 2316 838 675 163 69 7059 1450 1205 1168 164 143 72 5609 1868 972 245 1478 949 495 135 180
internal_count=4073804 315724 210909 203123 7786 9907 2848 532 299 2316 838 675 163 69 7059 1450 1205 1168 164 143 72 5609 1868 972 245 1478 949 495 135 180
is_linear=0
shrinkage=0.1


Tree=3849
num_leaves=31
num_cat=0
split_feature=2 0 1 1 6 1 4 7 0 1 1 4 6 1 0 0 6 6 1 0 1 6 1 6 6 6 5 1 4 4
split_gain=4.32126e+11 3.67785e+12 1.76807e+13 3.61734e+13 3.7102e+13 3.70057e+13 1.23899e+14 3.63826e+13 8.25948e+13 7.47172e+13 3.92118e+13 3.67103e+13 3.62839e+13 3.56516e+13 3.10605e+13 2.76173e+13 2.70742e+13 2.638e+13 2.50683e+13 2.38673e+13 2.3696e+13 3.97682e+13 2.29475e+13 2.26013e+13 2.22804e+13 2.69764e+13 3.22314e+13 3.35012e+13 6.32555e+13 4.30841e+13
threshold=451.00000000000006 55.988910100000005 37.503969450000007 37.534144550000008 38.995000000000012 37.543519500000009 13.500000000000002 6.0000000000000009 56.006509350000009 37.858952300000006 37.755233900000007 11.500000000000002 128.05000000000004 37.318079750000003 56.006509350000009 56.342669500000007 81.705000000000013 104.01000000000001 37.978059650000013 56.342669500000007 37.517483500000004 52.015000000000008 37.442254400000003 51.805000000000007 104.01000000000001 84.00500000000001 2.5000000000000004 38.166910000000009 23.500000000000004 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 -1 13 4 -4 6 16 11 9 -9 -10 18 14 -3 17 -16 -5 -13 -7 -8 21 -6 -15 -21 25 26 27 -12 -29 -30
right_child=-2 2 3 5 20 7 19 8 10 -11 24 12 -14 22 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=138.16068133098449 -14.544042702643816 -45.391295882335115 -8649.9430635678018 16350.19234143131 33880.518013770423 -7384.506333892914 -5552.2221682415329 90585.788492838547 45281.087617541009 -80802.848262392246 -6845.5085824387752 -7664.2018424565749 -79629.769535319007 -17049.034791032627 9755.2992609856046 67641.468909853982 -30197.110289171007 -108384.45154803242 591.00150650328635 -24162.184083163029 23840.422108541054 -20353.385435640143 -4808.7102785829347 -58631.008103651955 -91777.069891826934 51665.663736328133 -60309.134072155903 63086.34287160504 -126496.63125000001 36816.20989583333
leaf_weight=628101 3396489 13914 701 945 218 6720 179 207 221 29 913 705 48 2276 4381 84 144 27 9530 302 1646 356 4683 514 26 100 89 191 35 30
leaf_count=628101 3396489 13914 701 945 218 6720 179 207 221 29 913 705 48 2276 4381 84 144 27 9530 302 1646 356 4683 514 26 100 89 191 35 30
internal_value=0 72.9331 -759.544 867.09 11406.3 -343.969 -13111.6 796.235 14288.2 69525.3 6166.12 -359.324 6914.77 -2968.16 7714.11 10844.3 10195.2 -11379.3 -2707.18 -38620.3 17739.4 244.16 -8812.01 -45874.2 -79.8439 1675.77 -2297.99 2118.6 34088.3 -51121.5
internal_weight=0 677315 49214 28341 2921 25420 2084 23336 1841 236 1605 21495 5245 20873 5197 4465 1089 732 16250 995 2220 574 6959 816 1384 1358 1258 1169 256 65
internal_count=4073804 677315 49214 28341 2921 25420 2084 23336 1841 236 1605 21495 5245 20873 5197 4465 1089 732 16250 995 2220 574 6959 816 1384 1358 1258 1169 256 65
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=31
num_cat=0
split_feature=4 2 1 6 0 0 0 6 6 5 6 3 5 6 3 0 6 1 5 0 6 5 0 6 0 0 6 1 6 1
split_gain=3.68107e+11 3.06996e+12 9.30314e+12 1.57534e+13 3.33346e+13 3.86013e+13 3.08935e+13 3.56877e+13 2.23447e+13 2.10987e+13 1.76186e+13 2.50218e+13 2.92391e+13 4.35907e+13 1.97265e+13 1.65149e+13 1.53341e+13 4.18716e+13 2.75018e+13 2.62194e+13 2.34892e+13 2.93723e+13 2.41647e+13 2.05173e+13 1.96521e+13 3.0347e+13 1.84491e+13 1.79942e+13 1.71496e+13 1.77416e+13
threshold=5.5000000000000009 36.000000000000007 37.702956500000006 69.605000000000004 55.753967500000009 55.721784200000009 55.806294650000005 72.50500000000001 65.00500000000001 2.5000000000000004 76.00500000000001 2.5000000000000004 3.5000000000000004 84.810000000000016 3.5000000000000004 55.79439725000001 55.405000000000008 37.71815560000001 2.5000000000000004 55.676890650000011 54.010000000000012 2.5000000000000004 55.721784200000009 56.205000000000005 55.753967500000009 55.801384500000005 56.805000000000007 37.804148700000006 58.045000000000009 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -8 16 -10 -5 12 13 -12 -13 -11 20 23 19 -19 21 -4 -23 -18 28 -26 -20 -28 -21 -30
right_child=-2 -3 3 4 6 -7 7 -9 9 15 11 14 -14 -15 -16 -17 17 18 26 24 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=164.94523857227688 -18.796215285084553 70.931706742985753 -1765.5104514057941 -66543.841545824733 14362.248011822836 -90112.813837274778 -171787.65234375 -14175.988445925244 -425.24720989724869 33777.663878676474 10634.22345703125 112935.73371175129 42149.996240234381 -193349.30143821024 6159.9236958165329 125424.50664062501 -156188.47536057694 74733.162500000006 -25413.053608141447 -20521.46991477273 31993.428935765511 -136616.99136439731 -24689.364358618954 -50099.971388319675 21444.192066169508 -40271.447104443607 44712.024341813907 -40441.226629849145 -131505.0720204229 -25442.761328125001
leaf_weight=15733 2928705 1123208 4138 53 319 111 20 51 92 51 20 24 24 22 62 32 26 26 76 55 201 28 62 61 132 201 172 29 46 24
leaf_count=15733 2928705 1123208 4138 53 319 111 20 51 92 51 20 24 24 22 62 32 26 26 76 55 201 28 62 61 132 201 172 29 46 24
internal_value=0 48.0732 -1124.78 -4419.87 -18475.3 -42615.1 1084.18 -58573.6 -2599.78 32555 -16896.8 414.294 -45900 -96214.3 35957.8 69111.4 -3765.61 -16085.1 -8571.78 -22953.3 -1406.87 -2994.73 -59511.3 -81804.6 -28498.8 -15807.6 16557 32426.2 -62308.3 -95140.9
internal_weight=0 1.1451e+06 21891 6158 706 316 390 71 5452 175 205 152 66 42 86 83 5277 848 761 484 4429 4228 90 87 458 333 277 201 125 70
internal_count=4073804 1145099 21891 6158 706 316 390 71 5452 175 205 152 66 42 86 83 5277 848 761 484 4429 4228 90 87 458 333 277 201 125 70
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=31
num_cat=0
split_feature=2 0 0 6 6 4 5 1 6 6 1 3 5 0 4 4 0 1 7 4 6 1 7 1 4 6 4 1 5 3
split_gain=3.93133e+11 3.59195e+12 1.174e+13 2.37106e+13 1.85666e+13 1.37648e+13 2.40389e+13 1.64984e+13 1.62706e+13 1.53886e+13 1.0469e+13 1.22961e+13 1.1151e+13 1.10626e+13 1.14807e+13 2.10688e+13 9.68979e+12 2.17623e+13 1.27623e+13 1.21687e+13 1.27071e+13 1.25755e+13 1.83432e+13 2.22918e+13 2.78803e+13 1.61351e+13 1.15867e+13 1.17439e+13 1.08349e+13 1.08185e+13
threshold=451.00000000000006 55.071632200000003 55.111813300000001 80.030000000000015 83.820000000000007 5.5000000000000009 2.5000000000000004 38.166910000000009 46.805000000000007 57.995000000000012 38.782330450000011 2.5000000000000004 3.5000000000000004 55.080855950000007 13.500000000000002 9.5000000000000018 54.973017600000006 37.957884500000006 6.0000000000000009 4.5000000000000009 47.005000000000003 38.066230450000006 6.0000000000000009 38.011626600000007 15.500000000000002 125.02000000000002 2.5000000000000004 39.018051150000005 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 16 3 5 -5 7 9 -3 -9 -7 12 -12 13 -6 15 -15 19 -18 28 20 -1 22 25 -24 -25 -21 27 -22 -19 -23
right_child=-2 2 -4 4 10 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 21 26 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-317.67178979753817 -13.872352137509257 -27127.031806889288 71.690719584463508 108522.87872983872 121789.72886904763 14186.931390639573 -9106.4663580202596 -4110.7257853651672 12645.467658576665 47254.695397658579 -71129.310639880947 23365.806445312501 -9018.1707490808822 59419.777879696805 106325.54914062501 -65283.099536132817 -23657.373167720492 2577.5209606716803 -49107.096008943256 -264.2495251204387 -3140.6602390218404 3144.28509874355 -7337.0742522865221 -123535.31751736112 -11588.635423140093 -88081.416369047627 -19125.577076781319 62823.017812500002 -12946.663124760365 16710.834532597972
leaf_weight=1682 3396489 216 655919 31 21 867 408 1686 883 168 21 40 34 42 20 20 593 1830 57 5671 269 4295 186 45 44 21 939 30 596 681
leaf_count=1682 3396489 216 655919 31 21 867 408 1686 883 168 21 40 34 42 20 20 593 1830 57 5671 269 4295 186 45 44 21 939 30 596 681
internal_value=0 69.5648 106.447 5221.41 36561.5 3523.95 11450.7 -583.187 1648.6 19554.5 25294.8 -9165.3 40638.3 57029.7 40444.9 19193 -1368.31 -6445.8 -2335.26 -241.691 -5977.19 1288.75 -1806.93 -27031.6 -68190.9 -588.241 -13666.4 3477.77 -1236.33 5000.96
internal_weight=0 677315 660376 4457 229 4228 1443 2785 2569 1035 198 61 137 103 82 62 16939 3076 2483 13863 2920 10943 5967 275 89 5692 1238 299 2426 4976
internal_count=4073804 677315 660376 4457 229 4228 1443 2785 2569 1035 198 61 137 103 82 62 16939 3076 2483 13863 2920 10943 5967 275 89 5692 1238 299 2426 4976
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=31
num_cat=0
split_feature=5 1 1 6 1 6 0 3 6 0 4 4 6 0 1 6 6 1 6 6 6 0 0 6 6 0 0 0 0 7
split_gain=3.74635e+11 3.62366e+12 1.96948e+13 1.98416e+13 1.77146e+13 4.20364e+13 1.904e+13 3.66688e+13 1.33582e+13 1.49871e+13 1.32956e+13 2.46946e+13 1.97132e+13 1.52132e+13 2.17187e+13 9.90422e+12 3.02271e+13 9.33184e+12 2.40146e+13 1.58754e+13 1.30368e+13 1.75704e+13 1.68753e+13 2.06101e+13 1.67748e+13 1.83608e+13 2.17778e+13 1.54997e+13 1.50277e+13 1.49227e+13
threshold=4.5000000000000009 49.176406850000006 49.300375350000003 94.02500000000002 49.095306150000006 99.050000000000011 55.79439725000001 5.5000000000000009 142.05000000000004 55.791814000000009 7.5000000000000009 6.5000000000000009 26.495000000000001 56.760749800000006 82.911604200000014 189.00000000000003 156.15000000000003 53.252814850000007 168.45000000000002 106.49500000000002 128.05000000000004 54.998919050000005 55.061158000000006 89.00500000000001 130.05000000000004 58.010305850000002 57.978821400000008 55.303261650000003 56.858606850000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 -7 -10 11 -4 -12 14 -13 16 -5 18 19 -14 22 -22 23 -19 -23 26 29 -24 -29 -26
right_child=1 2 10 15 5 6 7 -9 9 -11 12 13 17 -15 -16 -17 -18 20 -20 -21 21 24 27 -25 25 -27 -28 28 -30 -31
leaf_value=-1.8054596793169435 -204.33489372384145 -49125.525703125 -1308.1226745030349 39370.216266741074 99150.071015625013 -161024.90718750001 58995.578351814525 -103780.76912500001 -12027.956310096153 -122844.91168478262 95568.245703125009 -126635.33974609376 9035.0384605006166 15204.157764862804 -33915.480594940185 6354.856730769231 180052.75956101192 19679.073475801622 -35310.823713942307 55046.885982863969 32465.372067790013 75019.218270596597 39146.890610824099 -21740.93393677619 -216.45507372883299 -80366.290144230778 96936.821203125 -11284.845087772968 18792.240957806858 42681.453692416486
leaf_weight=4059415 8404 20 1897 56 20 20 31 25 26 23 24 32 152 41 120 26 21 148 65 148 271 33 124 638 1194 26 25 415 277 87
leaf_count=4059415 8404 20 1897 56 20 20 31 25 26 23 24 32 152 41 120 26 21 148 65 148 271 33 124 638 1194 26 25 415 277 87
internal_value=0 509.355 2429.39 42020.8 -802.263 -35457.3 -56994.5 -13672.4 -92154.5 -64044.1 1577.59 -4775.28 5238.33 -38854 -53435.5 59719.1 77738.2 4636.63 19794.7 31734.2 2927.96 9206.9 -3484.24 -13941.7 4589.28 2844.4 4500.96 6588.79 754.682 2696.99
internal_weight=0 14389 5840 123 8549 145 125 56 69 49 5717 2090 3627 193 152 103 77 3603 365 300 3238 1636 1602 786 1365 1332 1306 816 692 1281
internal_count=4073804 14389 5840 123 8549 145 125 56 69 49 5717 2090 3627 193 152 103 77 3603 365 300 3238 1636 1602 786 1365 1332 1306 816 692 1281
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 0 4 0 6 0 3 4 6 4 2 6 4 6 4 6 6 4 2 7 7 6 6 6 6 6
split_gain=3.60623e+11 1.59429e+12 7.33689e+12 8.19366e+12 6.48399e+12 4.76165e+12 5.40554e+12 4.43634e+12 6.47781e+12 4.91941e+12 7.756e+12 7.98401e+12 5.62942e+12 5.55011e+12 4.8069e+12 1.51989e+13 9.9519e+12 8.86076e+12 6.62505e+12 6.35767e+12 5.9674e+12 5.20068e+12 8.32278e+12 9.44209e+12 9.1614e+12 9.01902e+12 1.27218e+13 1.79135e+13 1.18972e+13 1.06148e+13
threshold=113.48479755000001 52.07762420000001 56.638205000000006 12544.500000000002 3.5000000000000004 55.161746650000005 8.5000000000000018 52.02416370000001 189.00000000000003 50.556058150000005 6.5000000000000009 11.500000000000002 71.715000000000018 1.5000000000000002 9907.0000000000018 61.425000000000004 5.5000000000000009 44.010000000000012 2.5000000000000004 43.010000000000012 88.825000000000003 9.5000000000000018 7912.5000000000009 6.0000000000000009 6.0000000000000009 78.605000000000004 63.005000000000003 57.005000000000003 59.815000000000005 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 13 -11 12 -12 -2 17 16 -16 19 -19 -15 -17 22 24 -24 25 26 27 -20 -29 -27
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 14 15 20 -18 18 21 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-2.3939325901782729 45485.106975446426 3448.0376785714288 95.755402424934189 5666.7106609252342 -26398.909506088119 -48858.350326492538 7430.2979459635426 2338.677323197363 59313.402187500003 -2755.3198474742971 -24469.336323939733 -80348.038458806826 24648.978360421319 -2030.4852185167265 6321.9520710879151 -15440.433440117591 -26254.595158503609 -37056.65035615809 12676.039452076286 -29909.319472546529 -65540.30767089843 1824.846389507991 24822.173420345516 -28235.392176649308 59391.228139311694 -79509.855405970986 32815.110620629697 -64883.275464709062 -9333.3958355978266 15875.733437500001
leaf_weight=4047600 28 105 8952 207 222 67 60 8980 20 2542 140 22 28 1011 954 485 104 34 291 89 25 930 491 36 29 28 131 58 115 20
leaf_count=4047600 28 105 8952 207 222 67 60 8980 20 2542 140 22 28 1011 954 485 104 34 291 89 25 930 491 36 29 28 131 58 115 20
internal_value=0 369.778 -654.946 -10821.8 -18339.7 -24894.7 -19201.2 963.515 2465.29 -817.01 -4212.01 -23701 -16283 1091.85 834.55 -3715.85 3119.72 3021.2 6737.36 -4286.14 -17896.3 7436.75 11789.6 21197.7 4411.49 1931.84 5295.69 -2473.8 -27957.1 -39765.9
internal_weight=0 26204 9613 661 454 349 282 16591 9000 7591 2732 190 168 4859 4831 1568 1058 3263 2163 1100 510 2129 1199 527 672 643 595 464 173 48
internal_count=4073804 26204 9613 661 454 349 282 16591 9000 7591 2732 190 168 4859 4831 1568 1058 3263 2163 1100 510 2129 1199 527 672 643 595 464 173 48
is_linear=0
shrinkage=0.1


Tree=3854
num_leaves=31
num_cat=0
split_feature=1 2 0 6 3 0 0 7 1 4 4 6 4 1 3 6 6 0 1 6 6 4 0 6 6 7 4 0 6 3
split_gain=3.64743e+11 2.876e+12 9.39952e+12 1.7745e+13 9.78273e+12 9.9126e+12 1.99032e+13 1.22497e+13 1.33646e+13 1.10299e+13 1.04634e+13 9.41032e+12 8.77844e+12 7.17703e+12 5.94404e+12 5.84467e+12 5.6537e+12 6.96994e+12 2.2348e+13 1.56732e+13 2.08115e+13 1.45114e+13 1.20565e+13 3.22705e+13 2.91375e+13 2.16728e+13 1.40623e+13 2.1925e+13 1.95368e+13 2.71514e+13
threshold=83.000013850000016 9651.0000000000018 52.02416370000001 76.605000000000004 6.5000000000000009 51.659529100000007 51.307150200000002 6.0000000000000009 113.48479755000001 8.5000000000000018 9.5000000000000018 39.025000000000013 5.5000000000000009 113.48479755000001 1.5000000000000002 66.990000000000023 30.425000000000001 55.007293000000011 83.015546400000019 75.010000000000005 77.565000000000012 15.500000000000002 54.945424150000001 37.005000000000003 54.710000000000008 6.0000000000000009 9.5000000000000018 54.973017600000006 53.995000000000012 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 3 4 5 6 11 8 9 -7 -10 -3 14 -5 -13 -8 -4 18 -18 22 21 -21 25 -24 26 -20 27 -25 -29 -30
right_child=1 2 16 13 -6 7 15 -9 10 -11 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=10.841327439439214 214.74974064867931 14245.123207661891 -2776.37819603869 -45266.513193524901 -23918.734492280953 -16683.764657008396 39813.511287619855 30778.903693181819 -4893.636165273133 -62853.716993815106 40156.985928287148 11842.978456467848 -37892.989918857151 -16127.836273643954 -5676.0230841220955 -17234.014218749999 5388.956517065707 -407.56420037510821 -409.79816776430607 22180.786864659254 2291.0564935756611 -23707.932502604166 6900.3304636994235 -4404.3609022041182 1400.5278467698429 9325.7640185724722 -5605.4271794484084 -18953.909049302918 -74259.89107228053 39464.212375000003
leaf_weight=3601077 192701 367 8325 118 209 376 176 88 1891 60 53 247 72 298 897 20 9072 206068 30643 849 5769 75 2423 1133 3385 2471 3192 1593 131 25
leaf_count=3601077 192701 367 8325 118 209 376 176 88 1891 60 53 247 72 298 897 20 9072 206068 30643 849 5769 75 2423 1133 3385 2471 3192 1593 131 25
internal_value=0 -82.5856 -287.198 -4641.19 -2797.21 -1757.79 3932.54 -5859.53 -7214.23 -23037.4 -3665.4 210.668 -4025.06 -24393.1 -1893.51 33992.3 -210.104 -130.037 811.182 7.73126 4522.71 18456.1 -663.856 -3396.52 -6034.14 316.679 -10177.4 -15241.2 -22261.3 -56034.9
internal_weight=0 472727 280026 4872 4456 4247 1779 2468 2380 436 1944 1583 1216 416 1144 196 275154 266829 60761 51689 6693 924 44996 11882 9459 33114 6074 2882 1749 156
internal_count=4073804 472727 280026 4872 4456 4247 1779 2468 2380 436 1944 1583 1216 416 1144 196 275154 266829 60761 51689 6693 924 44996 11882 9459 33114 6074 2882 1749 156
is_linear=0
shrinkage=0.1


Tree=3855
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 7 6 6 1 0 0 5 1 1 2 0 1 1 6 0 7 1 0 0 1 6 6 6 0
split_gain=3.75762e+11 7.05466e+12 2.59514e+13 4.15096e+13 8.68932e+13 8.21684e+13 8.44186e+13 7.20731e+13 3.02646e+13 3.01342e+13 5.46764e+13 9.45316e+13 5.93635e+13 5.5289e+13 5.09481e+13 4.51644e+13 4.24391e+13 3.34378e+13 6.13771e+13 4.31903e+13 3.69179e+13 3.33661e+13 3.19012e+13 3.33455e+13 3.15593e+13 3.08328e+13 6.12572e+13 7.99529e+13 5.13562e+13 4.35481e+13
threshold=10.500000000000002 11.500000000000002 30.277905650000005 59.990753350000013 59.963561900000009 60.002985000000002 6.0000000000000009 49.485000000000007 61.025000000000006 37.343102500000008 59.864072000000007 59.933037250000005 3.5000000000000004 30.362494150000003 30.425503950000003 3338.0000000000005 44.739668300000005 30.330566300000005 30.410676000000006 43.010000000000012 59.982409200000006 6.0000000000000009 30.345769800000003 59.825842200000004 44.895258050000002 30.362494150000003 91.02500000000002 65.410000000000011 84.00500000000001 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 14 17 22 25 -16 -15 -13 19 -19 -21 -22 -4 -24 -18 29 27 -27 -29 -12
right_child=1 -3 9 5 -6 8 -8 -9 -10 -11 11 12 -14 16 15 -17 24 18 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=23.502078807718597 10407.453493678317 -5.7466728956113728 -41739.43677995709 71115.531081730776 -52956.563305014257 8917.8789657827529 31891.025734405517 243070.27275641027 -58928.887519420277 -559.32085291358499 59036.163953929237 -8415.7356652055441 86860.035320723691 60017.929250150119 -64837.693922334562 34492.462801460599 -43960.522494240751 -18802.309101770279 4647.0943441778309 -148159.46037791419 -20330.093713848408 -98822.36702329923 -62038.346114635468 -206125.52112068966 -12322.84833596701 30175.77188043878 -78226.500483398442 166985.07658203127 197.96951497395833 4325.5836530793176
leaf_weight=2547999 1222 1489647 142 65 263 260 320 39 88 26678 170 1619 57 74 136 69 367 188 261 63 104 113 36 29 2238 404 40 80 24 1009
leaf_count=2547999 1222 1489647 142 65 263 260 320 39 88 26678 170 1619 57 74 136 69 367 188 261 63 104 113 36 29 2238 404 40 80 24 1009
internal_value=0 -39.247 -1419.4 8963.5 -814.591 27772.4 57328.7 135599 -8238.77 -2110.66 -7840.48 -743.158 -13975.6 -18506.1 15728.9 -31404.6 -14658.7 -16423.5 -34207.5 -55876.4 -80768.9 -61204 -68299.6 -126323 -16780.1 21323.8 40922.5 50304.3 128496 12214.3
internal_weight=0 1.5258e+06 36158 2257 1485 772 424 104 348 33901 7223 4337 2405 2886 1932 205 2679 2348 729 468 280 217 207 65 2605 1727 548 508 104 1179
internal_count=4073804 1525805 36158 2257 1485 772 424 104 348 33901 7223 4337 2405 2886 1932 205 2679 2348 729 468 280 217 207 65 2605 1727 548 508 104 1179
is_linear=0
shrinkage=0.1


Tree=3856
num_leaves=31
num_cat=0
split_feature=1 4 3 6 6 4 1 6 5 0 0 3 6 0 0 2 0 0 5 6 0 3 0 0 6 6 1 0 0 6
split_gain=3.79159e+11 5.39114e+12 1.2501e+13 2.81639e+13 3.00917e+13 4.71221e+13 2.94441e+13 2.61098e+13 2.29986e+13 2.06566e+13 3.32819e+13 2.59762e+13 4.12926e+13 2.14363e+13 2.11169e+13 1.77522e+13 2.16807e+13 5.07361e+13 1.77474e+13 2.46301e+13 2.4932e+13 2.50393e+13 2.3012e+13 2.23386e+13 2.2111e+13 4.23264e+13 2.69336e+13 2.34295e+13 2.9355e+13 2.06211e+13
threshold=37.873748150000004 12.500000000000002 9.5000000000000018 105.00500000000001 112.00500000000001 10.500000000000002 30.303340300000002 84.810000000000016 3.5000000000000004 59.963561900000009 59.933037250000005 11.500000000000002 96.050000000000011 60.01610465000001 59.939085000000013 75.000000000000014 59.950512650000007 55.988910100000005 2.5000000000000004 62.010000000000012 59.864072000000007 11.500000000000002 59.838047850000002 55.897267000000006 73.995000000000019 76.00500000000001 30.084656550000002 54.707511300000007 55.649510000000014 80.030000000000015
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 7 5 -5 -6 18 -7 10 -9 12 -11 -14 -12 -8 17 -17 24 -20 22 29 23 -21 -4 27 -27 -26 -29 -22
right_child=-2 -3 3 4 6 8 15 9 -10 11 14 -13 13 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-78.073470685799165 -18.025297978482808 269.37274129745168 -2141.244438938133 -160109.39170673079 25208.528766741074 -84667.008141447383 54767.904374999998 10937.342468749001 20461.251868206524 -6184.1294226562504 138778.30333333334 47487.597273596941 -195506.52351562501 -53949.834816576091 42660.52420654297 -35501.104840419088 24480.375390625002 -191152.92487500003 12766.118602609304 -20287.89146698593 4895.9224566823259 -32102.477919858462 -57161.669097683953 6746.1204691296289 161466.64680059525 61496.586117788465 -18852.676162618485 -39129.609700520836 73655.582862792973 57004.608850231802
leaf_weight=485336 3019657 547034 16234 39 133 38 20 977 46 125 30 49 20 23 96 129 37 25 431 1693 459 154 141 373 21 52 211 30 100 91
leaf_count=485336 3019657 547034 16234 39 133 38 20 977 46 125 30 49 20 23 96 129 37 25 431 1693 459 154 141 373 21 52 211 30 100 91
internal_value=0 51.6344 -183.245 -2527.16 -26820.1 -69271.5 -11641.3 -1994.79 -27096.8 11626.9 17175.5 -16576.5 -35261.9 -119790 65545.7 -34868.9 -44254.9 -60769.3 -2894.27 -9544.53 -12847.8 3538.16 -18074.7 -15407.1 -1559.26 21261.8 -2966.13 63460.1 47628.2 13517.5
internal_weight=0 1.05415e+06 507113 21777 467 123 344 21310 84 1320 1103 217 168 43 126 211 191 154 19990 3342 2911 704 2207 2066 16648 414 263 151 130 550
internal_count=4073804 1054147 507113 21777 467 123 344 21310 84 1320 1103 217 168 43 126 211 191 154 19990 3342 2911 704 2207 2066 16648 414 263 151 130 550
is_linear=0
shrinkage=0.1


Tree=3857
num_leaves=31
num_cat=0
split_feature=4 4 7 2 1 1 1 6 0 3 0 1 3 0 0 3 3 6 0 1 6 0 5 6 0 0 6 1 0 0
split_gain=4.10055e+11 5.59155e+12 2.13493e+13 4.61796e+13 4.01244e+13 3.03221e+13 3.65666e+13 3.01078e+13 4.51135e+13 2.88695e+13 3.7576e+13 2.86634e+13 2.85562e+13 2.85518e+13 2.71271e+13 2.51297e+13 2.32301e+13 3.16137e+13 2.1647e+13 5.65695e+13 3.85805e+13 2.88479e+13 2.11129e+13 2.85091e+13 2.03159e+13 1.04804e+14 2.68617e+13 5.18207e+13 2.56372e+13 1.62002e+14
threshold=10.500000000000002 11.500000000000002 6.0000000000000009 75.000000000000014 30.345769800000003 37.631035900000008 37.503969450000007 69.605000000000004 55.728148450000006 8.5000000000000018 55.753967500000009 30.084656550000002 5.5000000000000009 55.79439725000001 55.702806750000008 9.5000000000000018 4.5000000000000009 39.995000000000012 59.905532300000012 30.370944000000005 62.375000000000007 60.002985000000002 3.5000000000000004 138.05000000000004 59.990753350000013 60.002985000000002 49.485000000000007 30.277905650000005 59.933037250000005 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -2 14 -9 10 -7 -4 13 -12 -8 18 17 -16 19 -6 -20 -22 23 -13 28 26 -26 -28 29 -5
right_child=1 -3 11 4 15 9 7 8 -10 -11 12 22 -14 -15 16 -17 -18 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=24.551087933059378 10171.687083000663 -11.174001886043248 58680.517227851022 7791.8055081275206 111041.8059284616 -34064.720278103072 26491.799357624797 75048.409601814521 -105501.04776367187 50826.847107712769 144277.24626464845 -4875.2335929963583 -34081.056355574328 16827.527827023237 -54522.487500000003 -7384.9397696124033 125610.00632704988 99458.820117187512 2086.6814918124796 1127.3677630444352 -72602.214856701365 1272.3919771634617 24530.255776865437 -104127.45638469828 52817.365260898921 -1966.494352128263 218805.6954326923 65015.198375000007 -4730.2438239709654 194910.57262500003
leaf_weight=2547999 274 1489647 72 620 47 236 77 31 25 94 32 14052 37 39 20 5552 109 40 388 12539 164 78 245 29 81 334 39 50 804 50
leaf_count=2547999 274 1489647 72 620 47 236 77 31 25 94 32 14052 37 39 20 5552 109 40 388 12539 164 78 245 29 81 334 39 50 804 50
internal_value=0 -40.9988 -1269.73 706.836 -311.633 21544.3 36623.7 60623.3 -5554.03 1713.69 -11706.8 -4256.95 37149.5 74269.7 75688.1 -1739.35 98102.9 48131.7 632.351 1537.82 -17457 -48791.4 -4573.26 -5079.64 13235 30566.6 94484.6 132407 7308.91 21755.9
internal_weight=0 1.5258e+06 36158 21760 20746 1014 576 302 56 438 344 14398 108 71 246 18768 169 60 13216 12586 630 242 14326 14081 1978 504 170 89 1474 670
internal_count=4073804 1525805 36158 21760 20746 1014 576 302 56 438 344 14398 108 71 246 18768 169 60 13216 12586 630 242 14326 14081 1978 504 170 89 1474 670
is_linear=0
shrinkage=0.1


Tree=3858
num_leaves=31
num_cat=0
split_feature=1 6 6 0 4 0 6 4 4 4 4 6 1 4 1 3 0 0 6 4 4 1 1 6 4 1 3 3 4 6
split_gain=3.95965e+11 4.11781e+12 8.31203e+12 2.60751e+13 1.31508e+13 3.13796e+13 2.29756e+13 2.04209e+13 1.13022e+13 1.0435e+13 9.97416e+12 9.35706e+12 1.20679e+13 1.30593e+13 9.25846e+12 9.17453e+12 6.72875e+12 6.43968e+12 5.64635e+12 1.35449e+13 1.59768e+13 1.86297e+13 1.52374e+13 1.14568e+13 1.90111e+13 1.83078e+13 1.37655e+13 1.8194e+13 1.02086e+13 1.63183e+13
threshold=30.315889700000003 35.010000000000012 34.605000000000011 59.963561900000009 16.500000000000004 59.933037250000005 34.905000000000008 12.500000000000002 13.500000000000002 14.500000000000002 9.5000000000000018 34.905000000000008 30.242318500000007 17.500000000000004 30.242318500000007 3.5000000000000004 59.848366150000011 60.753246850000004 37.705000000000005 15.500000000000002 10.500000000000002 30.277905650000005 30.242318500000007 37.995000000000012 19.500000000000004 30.277905650000005 7.5000000000000009 3.5000000000000004 17.500000000000004 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 2 17 4 5 9 7 -7 -9 14 -8 12 15 -14 -4 -5 -6 -1 19 20 21 22 -3 24 25 -20 27 -27 29 -21
right_child=-2 18 3 11 16 6 10 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 23 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=222.16531763427813 6.9217301901306874 -881.25437032361413 -299.4974324973918 -17802.770967548076 -21369.144675990516 -106878.29286794356 -50059.807708333334 19200.312291217673 -57258.481069841066 -30710.150421142578 4618.0825914486441 10367.567523444643 76953.974734933043 22129.511331922746 24563.91558997113 24828.414702018807 15229.309679175401 28474.733819052613 14997.628115785661 -6663.1833296289988 -10607.164770265081 -16926.01399018681 19290.1770125578 -194.85936441018978 -4708.4909582961573 103647.13541666667 113813.83224826391 -8147.9446684966215 -764.32154885481123 17551.011720799575
leaf_weight=20213 3882433 3525 805 65 56 62 45 29 58 93 129 923 84 90 184 226 488 81 310 424 3118 657 419 152079 359 24 36 37 5942 810
leaf_count=20213 3882433 3525 805 65 56 62 45 29 58 93 129 923 84 90 184 226 488 81 310 424 3118 657 419 152079 359 24 36 37 5942 810
internal_value=0 -140.424 1095.44 5720.51 -1739.22 -6850.52 -34203.1 -63024.4 -31772.2 1314.81 -9522.75 16195.3 27763.1 48596.5 4326.25 15306 11461.8 334.931 -314.532 -2173.07 -5080.63 -1335.41 1261.7 -133.415 12065.6 26861.5 64776.9 35837 954.505 9231.06
internal_weight=0 191371 23631 3337 1949 1405 323 149 87 1082 174 1388 465 174 989 291 544 20294 167740 14895 7719 4601 3944 152845 766 407 97 61 7176 1234
internal_count=4073804 191371 23631 3337 1949 1405 323 149 87 1082 174 1388 465 174 989 291 544 20294 167740 14895 7719 4601 3944 152845 766 407 97 61 7176 1234
is_linear=0
shrinkage=0.1


Tree=3859
num_leaves=31
num_cat=0
split_feature=3 0 6 6 6 3 0 5 6 7 1 6 3 7 4 6 6 1 1 5 3 7 1 4 3 6 3 6 3 6
split_gain=3.92046e+11 2.47166e+12 8.21031e+12 7.51453e+12 1.06416e+13 7.77212e+12 7.41803e+12 7.92457e+12 7.07242e+12 5.85542e+12 7.90847e+12 5.51328e+12 3.65761e+12 3.32972e+12 3.32727e+12 6.03709e+12 1.52359e+13 4.61495e+12 1.43091e+13 1.04707e+13 6.01317e+12 5.55715e+12 4.01784e+12 7.92009e+12 5.34828e+12 7.52025e+12 5.25579e+12 3.94368e+12 3.43005e+12 3.50049e+12
threshold=17.500000000000004 60.05226170000001 79.710000000000022 64.805000000000021 69.605000000000004 24.500000000000004 60.064438250000002 2.5000000000000004 110.01500000000001 6.0000000000000009 30.323041000000003 98.020000000000024 23.500000000000004 6.0000000000000009 26.500000000000004 53.995000000000012 57.005000000000003 30.315889700000003 30.277905650000005 1.5000000000000002 21.500000000000004 6.0000000000000009 30.330566300000005 25.500000000000004 19.500000000000004 41.505000000000003 20.500000000000004 59.245000000000012 21.500000000000004 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 6 9 -5 -8 11 10 -6 13 14 -4 17 -16 -17 18 20 28 27 -22 23 24 25 -19 -26 -3 29 -20
right_child=1 2 8 4 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 22 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.9923010887096231 -225.96315798538419 6480.4515227399561 -22917.529199218752 90465.624537037045 53627.973942057288 51710.455049402575 3094.2222190163357 73598.578968750007 31954.564072344383 -19569.215962544989 -820.27166273987405 -57448.014599609378 -4230.289077902401 1051.2268841615657 7119.2986977969895 105891.13944887908 2246.9946473817567 4985.1186128162208 -4217.2197265625 86190.607498816287 -60824.942122395842 -6541.9130231207773 1676.2586014632341 -55970.837245008675 36790.783138814782 -54508.008379701132 -5980.4553670247406 49107.615574048919 45819.343442382815 44025.577943638396
leaf_weight=3927269 142915 385 144 27 36 34 44 25 31 89 103 32 680 97 289 23 37 42 53 33 21 185 910 36 41 43 96 23 40 21
leaf_count=3927269 142915 385 144 27 36 34 44 25 31 89 103 32 680 97 289 23 37 42 53 33 21 185 910 36 41 43 96 23 40 21
internal_value=0 -160.599 2419.93 3861.9 17545.5 7109.22 46027.9 28639.3 -13308.9 458.153 13281.4 -18448.7 2205.8 -13270.4 4127.02 13112.1 41977.3 2501.42 8561.05 36585.6 1851.58 -12075.6 -1446.68 -12461.7 -5406.18 -25111.4 6819.7 8883.45 22226.3 9473.3
internal_weight=0 146535 3620 3316 358 262 96 69 304 228 139 273 2958 241 2278 349 60 1929 761 147 614 206 1168 258 222 85 137 408 114 74
internal_count=4073804 146535 3620 3316 358 262 96 69 304 228 139 273 2958 241 2278 349 60 1929 761 147 614 206 1168 258 222 85 137 408 114 74
is_linear=0
shrinkage=0.1


Tree=3860
num_leaves=31
num_cat=0
split_feature=3 6 0 0 5 1 1 6 1 1 6 6 6 4 4 4 4 4 3 3 4 3 4 6 4 6 6 4 6 3
split_gain=3.67618e+11 4.42022e+12 9.83022e+12 2.87523e+13 4.02601e+13 4.72579e+13 5.90298e+13 3.12685e+13 2.75449e+13 4.34073e+13 4.7775e+13 1.59737e+14 3.15074e+13 7.72483e+13 3.08599e+13 3.5956e+13 2.79747e+13 6.23168e+13 3.41218e+13 6.85445e+13 4.52983e+13 3.1941e+13 2.5529e+13 2.6395e+13 2.48341e+13 2.5284e+13 2.20075e+13 2.10778e+13 3.89801e+13 3.89536e+13
threshold=7.5000000000000009 62.010000000000012 59.939085000000013 59.963561900000009 1.5000000000000002 30.330566300000005 30.345769800000003 77.565000000000012 30.277905650000005 30.303340300000002 100.05000000000001 92.02500000000002 64.015000000000015 11.500000000000002 18.500000000000004 13.500000000000002 17.500000000000004 18.500000000000004 8.5000000000000018 9.5000000000000018 14.500000000000002 11.500000000000002 20.500000000000004 68.00500000000001 13.500000000000002 67.445000000000007 65.00500000000001 15.500000000000002 96.050000000000011 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 -4 8 -7 24 12 14 11 16 13 -6 15 -10 18 21 -11 -20 -21 -18 23 -19 -8 -26 -14 28 29 -9
right_child=1 2 3 -5 5 6 7 27 9 10 -12 -13 26 -15 -16 -17 17 22 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-20.042043186539559 169.82496233690455 -362.96191790768034 63760.194812626461 445.68035043627128 231997.58199404762 103258.32040127841 -24356.10568234518 -2995.0295661695077 -38472.333647017047 34067.930016447375 -99929.896207682294 273865.84858630953 -82189.39380208333 2044.7517659505208 34716.1477734375 -165602.30528645834 208006.5836309524 -136856.45708705357 -228342.24932065222 66540.600835129313 -95183.186882267444 35586.750568181822 19142.018521395596 -9597.9123998397445 54219.184409102185 -3371.7415182321183 4771.7590352125135 11895.864357831402 13366.892936969625 121419.59641481796
leaf_weight=2818986 870105 362300 139 19627 21 88 219 33 44 38 48 21 30 48 20 45 21 28 23 29 43 22 88 39 126 193 972 186 116 106
leaf_count=2818986 870105 362300 139 19627 21 88 219 33 44 38 48 21 30 48 20 45 21 28 23 29 43 22 88 39 126 193 972 186 116 106
internal_value=0 45.025 -237.235 1795.11 11301.7 8546.94 24806.4 17754.6 -2433.35 -21586 -6341.74 6420.28 6669.06 72030.4 -77528.1 -102752 -10547.6 13279 -46018.7 -78053.4 -30044.4 119792 -16269.7 -62780.6 1574.13 19375.8 2168.13 37493.9 56165.5 91882.3
internal_weight=0 1.25482e+06 384713 22413 2786 2647 1067 979 1580 509 400 352 1071 69 109 89 331 198 133 95 72 43 155 67 538 319 1002 441 255 139
internal_count=4073804 1254818 384713 22413 2786 2647 1067 979 1580 509 400 352 1071 69 109 89 331 198 133 95 72 43 155 67 538 319 1002 441 255 139
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=31
num_cat=0
split_feature=6 5 6 1 3 1 4 0 0 0 3 1 1 2 6 1 3 1 0 0 1 4 3 0 7 3 0 2 6 0
split_gain=3.94183e+11 6.96686e+12 1.48093e+13 2.53212e+13 3.29623e+13 1.8778e+13 2.11743e+13 2.95699e+13 2.92691e+13 6.72154e+13 5.1722e+13 5.10173e+13 3.70392e+13 4.99618e+13 4.26514e+13 3.96344e+13 4.18369e+13 3.76638e+13 3.27662e+13 2.58978e+13 2.55546e+13 3.04375e+13 2.35251e+13 2.86724e+13 2.19938e+13 2.52988e+13 4.51363e+13 2.193e+13 3.83788e+13 3.12978e+13
threshold=77.010000000000005 2.5000000000000004 79.015000000000015 92.948588300000011 8.5000000000000018 55.90712030000001 8.5000000000000018 59.939085000000013 59.856552950000008 57.634352600000007 7.5000000000000009 30.362494150000003 37.425454150000007 75.000000000000014 78.010000000000005 37.374856000000008 8.5000000000000018 37.768783500000005 59.905532300000012 59.950512650000007 30.315889700000003 5.5000000000000009 5.5000000000000009 55.834019500000004 6.0000000000000009 6.5000000000000009 59.91832440000001 2970.5000000000005 78.010000000000005 53.888505650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 9 12 -11 18 15 14 17 22 -17 -14 -10 24 21 -2 -8 -24 25 26 -13 -15 -29 -30
right_child=1 -3 -4 4 -6 -7 8 -9 11 10 -12 19 13 27 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-11.351149163638446 7363.6975359235503 225.88640880985497 -1666.6794195097445 -53677.059949882074 42441.738315217393 12072.478231528898 -37025.986803031592 -28823.613666027319 43163.463605582801 -877.28960993840144 -92771.495866322366 -25240.560617897729 -13182.8306562051 3038.4887156327377 73350.376063939155 -157667.42378906251 -34961.725039169818 99185.99129774305 -12334.830604155726 22061.967141113284 9787.9899833009094 78746.948417949679 14726.233917067308 -63962.535951967599 33337.766883680561 203732.92928100587 171154.5374375 2778.3602666529905 -18036.910606662725 -76155.897463727684
leaf_weight=3595075 112 421445 47778 159 46 1976 230 167 137 104 149 22 174 2499 171 40 91 36 476 120 1241 128 325 54 45 25 25 540 274 140
leaf_count=3595075 112 421445 47778 159 46 1976 230 167 137 104 149 22 174 2499 171 40 91 36 476 120 1241 128 325 54 45 25 25 540 274 140
internal_value=0 85.2429 -949.488 2655.18 -32108.9 3421.4 1087.68 11066.6 -1809.13 -4822.25 -54996.8 15301.8 -2046.96 1906.46 36272.4 -22529.9 -72429.1 6080.4 68.5402 54702.7 15564.6 45434.8 -11796.3 3514.64 88180.3 122457 79224.9 -1885.44 -14783.7 -37690.7
internal_weight=0 478729 57284 9506 205 9301 7325 1648 5677 4827 253 850 4574 3834 381 740 131 210 613 237 1481 240 609 379 117 72 47 3453 954 414
internal_count=4073804 478729 57284 9506 205 9301 7325 1648 5677 4827 253 850 4574 3834 381 740 131 210 613 237 1481 240 609 379 117 72 47 3453 954 414
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=31
num_cat=0
split_feature=0 1 3 6 6 6 4 1 6 6 4 4 6 4 5 6 5 6 1 4 1 1 4 6 1 3 6 6 3 6
split_gain=3.98671e+11 1.49497e+13 4.59344e+13 2.49296e+13 3.53047e+13 2.03629e+13 1.04739e+13 9.39639e+12 2.50279e+13 3.06166e+13 2.07937e+13 1.1425e+13 7.74141e+12 7.6434e+12 6.57386e+12 1.54371e+13 1.41102e+13 2.92521e+13 1.90531e+13 5.50269e+13 1.82665e+13 2.29767e+13 2.71436e+13 3.38626e+13 2.96942e+13 5.10579e+13 3.91639e+13 2.40547e+13 1.95069e+13 1.84789e+13
threshold=43.550475500000012 39.803839700000005 7.5000000000000009 67.445000000000007 46.805000000000007 59.815000000000005 10.500000000000002 39.843340650000009 59.815000000000005 51.805000000000007 3.5000000000000004 6.5000000000000009 36.405000000000008 5.5000000000000009 1.5000000000000002 51.015000000000008 2.5000000000000004 71.715000000000018 39.873894000000007 5.5000000000000009 39.908802000000009 43.80299105000001 13.500000000000002 65.410000000000011 39.939672500000007 3.5000000000000004 68.00500000000001 62.995000000000012 2.5000000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 13 -10 -12 -1 -3 -9 -16 -17 20 19 -19 29 22 24 -24 25 28 27 -27 -22 -18
right_child=-2 7 5 6 -6 -7 -8 14 10 -11 11 -13 -14 -15 15 16 17 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=24197.246342942017 -3.9219148110960456 16766.916065192945 36972.5763046875 -15306.91015625 142407.26468750002 158273.23194934477 -115296.00980113636 -1373.3269759799384 -122862.22324810606 106280.80522836538 15541.17362689394 -71306.302622767849 -49520.070145089288 -47215.243336664251 4546.2846512169599 -2050.557074912203 -7613.1243392751194 150796.02155172414 -922.90246361075424 -58934.766033380678 46994.616528320315 4036.9031917865268 -147531.36107954546 24228.723486328126 15537.365738529013 122340.2517795139 216581.94786658656 -5345.7273750000004 -38378.667017663043 -88881.399586397063
leaf_weight=29 4010765 33 25 20 20 31 22 18055 33 26 33 28 28 43 9166 17744 158 29 12475 22 64 3057 22 24 1685 36 26 25 46 34
leaf_count=29 4010765 33 25 20 20 31 22 18055 33 26 33 28 28 43 9166 17744 158 29 12475 22 64 3057 22 24 1685 36 26 25 46 34
internal_value=0 249.526 29436.8 -5708.8 28094.9 104121 -67682.2 168.275 -21692.9 12611.3 -58916.7 -24323.2 -12014.8 -19433.5 236.648 888.209 -57.7078 1939.76 -673.534 60323.9 8262.74 9428.49 17977.3 -57917.4 19832.3 56568.4 113813 70009.9 11293.1 -22004.4
internal_weight=0 63039 175 119 77 56 42 62864 196 102 94 61 57 76 62668 44613 35447 17703 12526 51 5177 4985 1928 46 1882 197 87 61 110 192
internal_count=4073804 63039 175 119 77 56 42 62864 196 102 94 61 57 76 62668 44613 35447 17703 12526 51 5177 4985 1928 46 1882 197 87 61 110 192
is_linear=0
shrinkage=0.1


Tree=3863
num_leaves=31
num_cat=0
split_feature=6 5 0 4 1 1 3 1 3 2 4 0 0 3 1 0 0 0 4 5 0 0 4 4 0 1 0 0 0 0
split_gain=3.79324e+11 9.26231e+11 3.97304e+12 7.911e+12 1.609e+13 1.60737e+13 1.58678e+13 1.20823e+13 1.3861e+13 6.33725e+12 3.86144e+12 1.73977e+13 6.7222e+12 1.43282e+13 1.57206e+13 7.55364e+12 8.57657e+12 9.40499e+12 1.65605e+13 7.11842e+12 7.32327e+12 6.4239e+12 6.81495e+12 1.49029e+13 6.64574e+12 5.13916e+12 1.54255e+13 1.62906e+13 9.4739e+12 1.166e+13
threshold=247.90000000000001 3.5000000000000004 56.148747500000006 5.5000000000000009 60.620042600000012 43.932356550000009 6.5000000000000009 60.66055595000001 2.5000000000000004 3338.0000000000005 5.5000000000000009 55.462387050000011 54.762682300000009 2.5000000000000004 82.911604200000014 52.02416370000001 45.097384400000003 43.6005307 3.5000000000000004 5.5000000000000009 45.029425500000009 55.910578700000009 7.5000000000000009 6.5000000000000009 55.055052800000006 45.71452080000001 52.960348700000004 54.998919050000005 43.6005307 45.00849250000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 -4 -10 11 12 15 -14 -15 16 17 18 -3 20 -19 22 23 24 -12 28 -27 -28 -24 -30
right_child=1 2 3 4 6 -7 -8 -9 9 -11 21 -13 13 14 -16 -17 -18 19 -20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.8546244973874233 2525.8035810693414 33187.979877929691 -22595.402460937501 -25492.10177283654 -60696.988988095247 -144735.6799609375 54295.111607142855 -63538.136458333342 94992.178859544845 22258.239000000001 -15145.563374255953 52477.212528582313 10776.983649553571 -145474.11687500001 -21593.947470238098 28418.472478693184 -63745.470738636366 4452.1936298076926 -82809.435144042975 -30103.057068452381 83849.363660249262 -40416.874166666668 73278.67572115385 106272.95736607144 46478.821445312504 -74174.146651785719 74828.612850215519 -2546.1278565006733 -53163.432406850967 19637.512941160403
leaf_weight=4070611 1866 20 40 26 21 20 28 21 23 25 42 41 28 20 21 44 33 26 32 21 21 30 26 21 30 28 29 441 26 143
leaf_count=4070611 1866 20 40 26 21 20 28 21 23 25 42 41 28 20 21 44 33 26 32 21 21 30 26 21 30 28 29 441 26 143
internal_value=0 1089.52 -930.15 -13768.2 -34861.9 -77337.1 5012.78 4616.14 20880.2 57109.9 1401.97 -8158.09 -17504.1 -44365.2 -82023.3 -8095.94 -18596.8 -6180.94 -38195 18300.4 39927.5 4998.71 6732.13 32150.4 10531.3 3321.03 -2067.65 2228.06 17082.9 8437.37
internal_weight=0 3193 1327 204 95 46 49 109 88 48 1123 307 266 69 41 197 153 120 52 68 47 816 786 93 72 693 498 470 195 169
internal_count=4073804 3193 1327 204 95 46 49 109 88 48 1123 307 266 69 41 197 153 120 52 68 47 816 786 93 72 693 498 470 195 169
is_linear=0
shrinkage=0.1


Tree=3864
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 3 6 6 3 6 5 6 1 0 6 6 3 4 1 6 2 0 4 4 2 1 6 1 1
split_gain=3.74566e+11 2.58941e+12 8.31092e+12 1.30913e+13 1.01012e+13 1.00051e+13 9.54785e+12 1.30033e+13 1.67626e+13 1.44077e+13 1.16261e+13 9.4211e+12 1.22897e+13 1.42402e+13 1.89153e+13 1.06247e+13 8.97508e+12 9.0065e+12 1.33308e+13 7.7175e+12 1.04751e+13 7.93785e+12 7.6789e+12 1.16696e+13 1.15633e+13 1.24121e+13 9.77971e+12 9.692e+12 8.22315e+12 2.1495e+13
threshold=3338.0000000000005 57.634352600000007 59.999510900000011 57.670849000000011 57.719618750000002 65.64204770000002 9.5000000000000018 156.15000000000003 134.05000000000004 13.500000000000002 128.05000000000004 3.5000000000000004 99.050000000000011 56.240615550000008 60.753246850000004 116.05000000000001 106.49500000000002 12.500000000000002 13.500000000000002 118.02765200000002 65.410000000000011 3930.5000000000005 57.205086850000008 13.500000000000002 2.5000000000000004 3930.5000000000005 65.64204770000002 30.985000000000003 59.999510900000011 59.317422600000008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 8 10 -10 11 16 -13 14 15 -14 17 -8 -19 20 21 -6 -2 24 26 -26 -24 -27 29 -29
right_child=1 2 4 6 19 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-25.242108189762433 12.170793362926688 -51505.147338231407 22788.709232480334 1059.5927477522482 6153.5901710107819 -31882.690758634872 -4241.8247824679556 -81965.699414062503 6416.7224999999999 117376.42144886365 -77642.709948730466 1761.029962992872 24999.934455983235 118377.41367187501 89652.503255339601 -59916.548845108693 -31546.606025390625 45119.518445194131 40.009572668828724 1859.3315717203518 -7964.772021679546 -2246.1856126068833 7607.8043450475107 19820.210261627908 46411.710164741846 6442.2982924132793 -63028.925937500004 -6260.7923748452176 -5280.3200418951674 -39642.028248820759
leaf_weight=2406287 1500982 48 281 118246 1237 38 7225 20 25 22 20 234 41 20 31 23 100 66 10801 4857 3053 12430 981 215 46 595 20 709 4886 265
leaf_count=2406287 1500982 48 281 118246 1237 38 7225 20 25 22 20 234 41 20 31 23 100 66 10801 4857 3053 12430 981 215 46 595 20 709 4886 265
internal_value=0 36.4253 420.501 709.783 -1388.46 16276.1 728.094 -1376.18 -1289.56 58355.3 -1440.6 -1358.4 14916.3 41684.3 25538.4 -5516.93 -1670.61 -1505.48 313.797 -1649.62 -2668.93 -1485.92 -4.00571 -3150.39 -3808.7 -5349.27 6196.48 -5718.13 -6952.85 -15343
internal_weight=0 1.66752e+06 158818 136922 21896 319 136874 18628 18608 47 18561 18541 349 115 95 64 18192 18092 10867 21577 16720 13667 1.5087e+06 7717 7502 6501 1001 6455 5860 974
internal_count=4073804 1667517 158818 136922 21896 319 136874 18628 18608 47 18561 18541 349 115 95 64 18192 18092 10867 21577 16720 13667 1508699 7717 7502 6501 1001 6455 5860 974
is_linear=0
shrinkage=0.1


Tree=3865
num_leaves=31
num_cat=0
split_feature=0 6 1 1 0 6 6 7 3 4 3 6 1 6 0 4 6 6 0 6 6 6 4 6 6 3 0 6 6 0
split_gain=4.29568e+11 3.70404e+12 1.98263e+13 2.48334e+13 2.25484e+13 1.7935e+13 1.73069e+13 1.32857e+13 2.57408e+13 1.33081e+13 1.32068e+13 1.57583e+13 1.25179e+13 1.22438e+13 1.14117e+13 1.14212e+13 1.38191e+13 1.14053e+13 1.21944e+13 1.12948e+13 2.59256e+13 1.66052e+13 1.21418e+13 1.12094e+13 1.1012e+13 1.42251e+13 1.09407e+13 1.0936e+13 1.60915e+13 1.40195e+13
threshold=60.034792100000011 94.02500000000002 30.323041000000003 30.242318500000007 60.05226170000001 104.01000000000001 105.00500000000001 6.0000000000000009 3.5000000000000004 21.500000000000004 5.5000000000000009 98.020000000000024 50.815483650000004 98.020000000000024 60.064438250000002 6.5000000000000009 120.05000000000001 92.02500000000002 60.042359000000012 138.05000000000004 112.00500000000001 102.04000000000001 10.500000000000002 98.020000000000024 134.05000000000004 3.5000000000000004 60.05226170000001 134.05000000000004 125.02000000000002 61.686687400000004
decision_type=2 2 2 2 2 2 2 2 2 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 19 7 -7 8 -3 -9 11 -10 23 -12 15 26 -17 -2 -19 20 21 -5 -23 -4 25 -16 -8 28 -25 -29
right_child=1 2 12 4 -6 6 14 9 10 -11 13 -13 -14 -15 24 16 -18 18 -20 -21 -22 22 -24 27 -26 -27 -28 29 -30 -31
leaf_value=5.5317082485048701 -228.58364791824835 -19875.799487847224 -22362.610903930665 88613.058377659589 14917.409804850942 -101970.8048921131 -108152.42848011365 -49029.666289062501 49489.368398437502 41832.716840277775 90461.753464673922 172135.27157315344 7844.7093015488299 -9700.8998159555285 78036.060777243591 -24634.348867187502 77170.988637695307 -85239.178548177093 -12077.793471386067 7984.0191080729173 144333.73417467947 52213.607356770837 -51906.153683035722 -3458.8782403832151 -39425.999665178577 -1534.2047390919813 -28415.892020310028 -56300.722309027777 29190.079080796517 -929.38276785714288
leaf_weight=3958919 110670 45 344 47 239 21 22 40 20 27 23 22 993 26 39 40 20 24 449 30 39 24 21 1140 28 53 79 81 174 105
leaf_count=3958919 110670 45 344 47 239 21 22 40 20 27 23 22 993 26 39 40 20 24 449 30 39 24 21 1140 28 53 79 81 174 105
internal_value=0 -190.622 2903.91 15791.6 34404.3 1048.83 -14401.9 24034.7 41990.8 -12413.5 72584.2 113732 -1207.24 37314.2 -7857.64 -25255.7 9300.76 -294.81 -15790 63332 76007.1 47042.5 3624.39 -6081.74 15484.7 32196.7 -45784.2 -2347.99 864.5 -25042.7
internal_weight=0 114885 3742 905 400 505 302 203 136 67 91 42 2837 49 281 161 60 111143 473 161 131 92 45 1844 120 92 101 1500 1314 186
internal_count=4073804 114885 3742 905 400 505 302 203 136 67 91 42 2837 49 281 161 60 111143 473 161 131 92 45 1844 120 92 101 1500 1314 186
is_linear=0
shrinkage=0.1


Tree=3866
num_leaves=31
num_cat=0
split_feature=1 6 4 1 7 6 1 0 7 6 4 2 3 0 0 1 0 0 1 6 0 0 0 4 7 5 2 3 0 0
split_gain=3.98072e+11 3.65859e+12 6.58706e+12 6.47199e+12 9.04329e+12 6.67824e+12 2.64968e+13 4.8448e+12 1.09231e+13 5.91552e+12 4.70251e+12 4.6995e+12 4.68376e+12 5.83643e+12 1.16926e+13 4.66317e+12 6.56515e+12 5.06659e+12 4.78901e+12 5.52937e+12 5.10195e+12 1.16553e+13 1.09895e+13 6.52485e+12 5.9614e+12 5.56549e+12 4.61704e+12 4.56316e+12 4.49014e+12 4.32978e+12
threshold=30.315889700000003 33.005000000000003 6.5000000000000009 30.303340300000002 6.0000000000000009 32.515000000000008 30.277905650000005 54.947759400000002 6.0000000000000009 28.980000000000004 7.5000000000000009 3338.0000000000005 1.5000000000000002 59.933037250000005 59.982409200000006 20.507515800000004 54.73499850000001 54.707511300000007 30.277905650000005 19.050000000000004 59.950512650000007 59.856552950000008 59.982409200000006 5.5000000000000009 6.0000000000000009 1.5000000000000002 3338.0000000000005 10.500000000000002 59.939085000000013 57.205086850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 26 8 27 10 -9 -11 -5 -14 -15 17 -17 -1 20 -20 21 23 -22 24 29 28 -7 -4 -23 -18
right_child=-2 -3 7 4 -6 6 -8 9 -10 11 -12 -13 13 14 -16 16 18 -19 19 -21 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=27.177777238488201 6.9401178647692339 -263.62360768621022 25529.825307907668 2403.9335432759831 39265.589869791664 19918.819913385149 105304.65700334821 43742.112421875005 -1371.5652527814136 3720.9256533695225 -5161.7381176649815 -10010.089588206683 -12167.692264880165 -84087.609860899393 -18410.775511169435 36943.493754340278 -28117.671106719972 -29454.9410315729 39104.252968749999 -14916.826845160591 -70290.396914785888 15387.713733677456 -5172.8356506701966 -52997.268562500009 31149.497359664354 65661.113173828126 -2872.0477987260965 -18680.242886718752 -10183.721899723103 -1555.8949103057105
leaf_weight=110 3882433 177374 353 89 30 133 28 20 382 7355 1166 258 177 41 80 45 64 124 20 360 27 525 646 25 54 20 268 25 79 1493
leaf_count=110 3882433 177374 353 89 30 133 28 20 382 7355 1166 258 177 41 80 45 64 124 20 360 27 525 646 25 54 20 268 25 79 1493
internal_value=0 -140.797 1415.69 -1768.07 -13626.4 -538.296 11254.1 2893.83 10554.1 2232.19 -4337.05 3255.59 -17726.6 -23738.7 -40664.9 -1946.69 -995.56 -15595.8 -1510.88 -12073.6 -142.371 2133.59 -7785.28 -2301.55 -1514.84 13761.6 4687.02 22605.9 12043.1 -2647.71
internal_weight=0 191371 13997 4438 417 4021 429 9559 760 8799 1186 7613 387 298 121 3592 3358 234 3313 380 2933 2260 673 1636 1611 624 401 378 604 1557
internal_count=4073804 191371 13997 4438 417 4021 429 9559 760 8799 1186 7613 387 298 121 3592 3358 234 3313 380 2933 2260 673 1636 1611 624 401 378 604 1557
is_linear=0
shrinkage=0.1


Tree=3867
num_leaves=31
num_cat=0
split_feature=0 4 4 1 6 6 3 3 6 5 3 3 6 3 5 1 1 6 6 3 6 6 6 6 6 3 6 5 6 5
split_gain=3.73938e+11 2.21458e+12 2.72442e+12 9.97797e+12 4.97366e+12 8.47913e+12 5.88443e+12 5.19009e+12 4.41784e+12 4.3422e+12 5.03237e+12 3.90939e+12 3.53879e+12 3.49738e+12 3.27029e+12 2.58699e+12 1.39342e+13 6.76404e+12 5.65491e+12 3.0087e+13 4.56499e+13 1.8283e+13 1.05204e+13 1.41679e+13 7.80142e+12 5.53324e+12 7.44964e+12 2.0348e+13 1.45596e+13 9.38881e+12
threshold=61.78914120000001 9.5000000000000018 10.500000000000002 40.377616600000003 66.990000000000023 60.910000000000004 7.5000000000000009 7.5000000000000009 70.50500000000001 1.5000000000000002 8.5000000000000018 6.5000000000000009 55.805000000000007 5.5000000000000009 1.5000000000000002 52.419561900000012 50.815483650000004 56.010000000000012 98.020000000000024 4.5000000000000009 106.49500000000002 108.05000000000001 93.050000000000011 91.02500000000002 89.00500000000001 1.5000000000000002 67.91500000000002 2.5000000000000004 73.995000000000019 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 15 3 -3 5 7 13 12 -6 -9 -11 -10 14 -7 -5 16 18 -18 22 21 -21 -20 23 24 25 -2 -27 28 -28 -29
right_child=1 2 -4 4 8 6 -8 9 11 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=2.5389514615598108 -6065.9308952594629 -26939.398356669659 322.25146418567869 13238.545614652023 56372.393823242193 -29079.529811789773 -57194.981476814522 6728.9635712245727 36214.822207754631 73566.83803858902 22619.053607047874 -2200.9066856971153 34095.068684895836 26690.721574401858 -10247.336917677661 123.93345659098338 -10564.060678541397 -40844.470890625002 -78320.331067708335 189567.03378906252 -2925.7069022042415 12915.358917682926 -45585.503750723379 77070.772826086948 -55187.598871527778 -1051.7621900094309 108919.64208409927 13269.522048129489 8390.7981249999993 -14855.192188635539
leaf_weight=4045394 1943 74 1586 109 40 22 31 53 54 33 47 52 36 23 130 16709 180 125 30 22 28 82 54 23 27 6283 34 383 25 172
leaf_count=4045394 1943 74 1586 109 40 22 31 53 54 33 47 52 36 23 130 16709 180 125 30 22 28 82 54 23 27 6283 34 383 25 172
internal_value=0 -361.53 2620.27 7797.35 11877.5 6997.52 -23669.8 12710.1 28055.1 28928.1 43635 17369.4 4866.44 -574.735 463.798 -622.951 -1949.03 -22974.1 -1244.81 17271.6 81771.1 -11522.8 -1580.19 -1312.89 -1516.21 -1352.28 -24.3657 10488.9 66322.7 4553.39
internal_weight=0 28410 2290 704 630 484 76 408 146 133 80 106 275 45 239 26120 9411 305 9106 162 50 112 8944 8890 8867 8840 6897 614 59 555
internal_count=4073804 28410 2290 704 630 484 76 408 146 133 80 106 275 45 239 26120 9411 305 9106 162 50 112 8944 8890 8867 8840 6897 614 59 555
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=31
num_cat=0
split_feature=0 4 6 5 6 6 7 5 6 4 5 6 0 6 3 0 1 3 4 5 6 3 0 6 6 4 3 3 5 0
split_gain=3.61109e+11 3.07531e+12 1.08674e+13 1.73998e+13 1.16823e+13 1.00873e+13 2.08885e+13 1.1823e+13 1.01844e+13 2.24887e+13 1.02926e+13 1.31178e+13 1.80355e+13 1.30676e+13 9.84316e+12 6.93238e+12 1.06469e+13 6.81748e+12 6.60141e+12 6.36781e+12 1.78768e+13 1.31486e+13 7.92528e+12 5.95685e+12 2.12086e+13 2.20516e+13 1.69444e+13 1.53088e+13 1.11417e+13 1.36499e+13
threshold=43.051287600000009 10.500000000000002 64.015000000000015 1.5000000000000002 64.805000000000021 89.00500000000001 6.0000000000000009 4.5000000000000009 168.45000000000002 12.500000000000002 2.5000000000000004 96.050000000000011 42.965693300000005 99.050000000000011 9.5000000000000018 42.965693300000005 47.504912950000005 13.500000000000002 12.500000000000002 2.5000000000000004 80.720000000000013 9.5000000000000018 42.965693300000005 108.05000000000001 103.03500000000001 15.500000000000002 9.5000000000000018 7.5000000000000009 3.5000000000000004 42.965693300000005
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 19 23 8 10 -10 11 -8 13 -13 -1 -5 -17 -16 -15 -6 21 -21 -22 24 25 27 -26 -7 -25 -30
right_child=-2 2 4 15 5 6 7 -9 9 -11 -12 12 -14 18 17 16 -18 -19 -20 20 22 -23 -24 28 26 -27 -28 -29 29 -31
leaf_value=139.86499825029696 -2.6082931797521649 2638.5707741667761 -75237.359895833346 11676.095654913004 -3096.0775221732993 31027.782509014425 24933.539142809415 -79427.633125000008 123211.73207031252 -23302.799431818185 -10472.576270455289 -47302.243266369049 -47584.369932154608 14863.009824810606 -15056.889333879803 20933.191372002497 62366.12102191092 36350.680324074077 82238.328590745194 -19261.432822475639 -13938.957216282897 43920.660945159318 -70664.462406529026 56.726047363281253 142494.47974759617 88948.57787162163 35253.032169117643 -17051.163374927663 97186.767241379319 9208.5433680555561
leaf_weight=23749 4042776 1836 21 317 2029 130 228 20 20 22 753 21 76 33 579 216 87 27 26 93 38 51 70 280 26 37 34 135 29 45
leaf_count=23749 4042776 1836 21 317 2029 130 228 20 20 22 753 21 76 33 579 216 87 27 26 93 38 51 70 280 26 37 34 135 29 45
internal_value=0 339.846 2241.8 7529.79 -837.941 -465.59 4885.58 -3185.21 -1891.87 46466 -3678.18 9645.22 -12699.3 20441.6 -181.269 22014.1 32829.8 -12766.5 44553.8 -4958.13 -19950.6 3115.56 -50705.5 18400.8 27420.6 16631.8 81724.3 6534.73 9177.07 43686.5
internal_weight=0 31028 6673 2456 4217 4196 1915 1199 1179 42 1137 384 156 80 24355 620 303 606 59 2281 252 144 108 716 362 302 60 265 354 74
internal_count=4073804 31028 6673 2456 4217 4196 1915 1199 1179 42 1137 384 156 80 24355 620 303 606 59 2281 252 144 108 716 362 302 60 265 354 74
is_linear=0
shrinkage=0.1


Tree=3869
num_leaves=31
num_cat=0
split_feature=0 6 1 6 4 7 6 6 5 4 6 3 3 1 1 3 6 4 1 0 4 4 4 5 6 3 4 6 6 4
split_gain=3.81457e+11 6.31038e+12 1.64335e+13 3.68802e+13 4.10217e+13 3.7546e+13 3.35981e+13 1.03398e+14 4.13476e+13 4.43704e+13 3.4526e+13 3.67198e+13 5.94191e+13 4.23224e+13 4.07941e+13 3.41204e+13 4.26606e+13 4.22857e+13 3.27028e+13 4.12003e+13 3.78413e+13 3.64118e+13 6.17381e+13 5.59235e+13 4.88939e+13 4.15144e+13 3.74982e+13 3.56635e+13 3.39305e+13 3.22715e+13
threshold=43.687280500000007 34.905000000000008 39.939672500000007 65.00500000000001 6.5000000000000009 6.0000000000000009 53.310000000000009 51.015000000000008 1.5000000000000002 22.500000000000004 64.405000000000015 2.5000000000000004 7.5000000000000009 39.723160900000003 39.735861600000007 3.5000000000000004 50.410000000000004 5.5000000000000009 39.908802000000009 43.550475500000012 18.500000000000004 9.5000000000000018 7.5000000000000009 2.5000000000000004 91.02500000000002 5.5000000000000009 16.500000000000004 70.00500000000001 86.030000000000015 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 18 7 15 9 10 11 -8 13 -13 -15 16 -3 -17 29 21 -21 22 25 -24 -25 28 -23 -28 -20 -6
right_child=-2 2 -4 4 5 -7 8 -9 -10 -11 -12 12 -14 14 -16 17 -18 -19 19 20 -22 26 23 24 -26 -27 27 -29 -30 -31
leaf_value=1827.6733171166607 4.7498467733214103 -11084.959090908676 572.81306705792815 -5026.7623909865551 23537.316300306033 33331.17079954061 81607.493454391893 22696.343022548761 -12809.093066550602 139236.69757543106 -102673.51250000001 -81469.307971475297 67984.115202085435 114069.32904094829 -25595.050364583334 16122.135430284032 38249.761870591909 -3593.8199907383637 -160634.88016075722 214900.19479166667 34417.395192307697 -17630.373205661774 -6961.4787421874998 156401.64022149725 15854.505330882354 64412.771068548391 155557.24395380434 22385.113485107424 12614.766718750001 -1639.1318789667509
leaf_weight=13262 3977958 6678 51529 3749 598 551 74 1522 5946 29 25 86 93 29 75 1336 180 5856 26 21 26 320 50 91 34 31 23 160 20 3426
leaf_count=13262 3977958 6678 51529 3749 598 551 74 1522 5946 29 25 86 93 29 75 1336 180 5856 26 21 26 320 50 91 34 31 23 160 20 3426
internal_value=0 -197.136 -522.296 -2339.39 3002.56 8600.84 -4562.5 -2061.57 -10688.7 19986.7 10933.7 18889.4 2489.55 -29568.3 13349.8 -4743.53 -9790.08 68.6545 5777.3 24216.4 115059 18561.4 49587.7 82420.2 118173 -25031.4 3017.33 39122.6 -85308.9 2102.3
internal_weight=0 95846 82584 31055 9126 5377 21929 15572 6357 411 382 357 283 190 104 14050 6858 7192 4826 802 47 755 252 175 125 77 503 183 46 4024
internal_count=4073804 95846 82584 31055 9126 5377 21929 15572 6357 411 382 357 283 190 104 14050 6858 7192 4826 802 47 755 252 175 125 77 503 183 46 4024
is_linear=0
shrinkage=0.1


Tree=3870
num_leaves=31
num_cat=0
split_feature=6 5 0 6 4 4 4 1 3 1 6 1 3 7 3 4 1 3 6 7 1 4 6 0 0 0 1 5 4 3
split_gain=3.74847e+11 6.35435e+12 7.70712e+12 8.02722e+12 3.11694e+13 3.08336e+13 2.68464e+13 1.77933e+13 1.19365e+13 1.97707e+13 1.15046e+13 1.14773e+13 1.82302e+13 1.12882e+13 1.1107e+13 1.00398e+13 8.46546e+12 7.76514e+12 2.07612e+13 1.86858e+13 9.58864e+12 3.28141e+13 4.33322e+13 5.88916e+13 7.21858e+12 2.33715e+13 4.13415e+13 4.55342e+13 4.17663e+13 4.12107e+13
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 134.05000000000004 25.500000000000004 6.5000000000000009 10.500000000000002 39.718675700000013 6.5000000000000009 65.574968200000015 128.05000000000004 39.712886600000012 3.5000000000000004 6.0000000000000009 10.500000000000002 25.500000000000004 38.927872750000006 13.500000000000002 247.90000000000001 6.0000000000000009 30.509101000000005 4.5000000000000009 247.90000000000001 59.939085000000013 43.472751400000007 43.6005307 39.723160900000003 4.5000000000000009 9.5000000000000018 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 10 7 -7 16 14 13 12 -12 -4 -10 17 -8 20 19 -19 21 -5 23 -23 -3 26 27 28 -26 -30
right_child=1 24 3 15 -6 6 8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.0159154186597541 -20279.298641993857 5951.1079986267096 -19742.368857758622 64172.940854779416 -81059.790890066972 52144.833967391307 37061.917615927421 170850.33111049107 -73243.22021484375 94309.576562500006 -137639.9403125 8894.933306525736 -2620.5778125000002 67055.469506048394 14105.541532939191 65198.422859074526 120509.66000000002 122320.77559895835 -22058.60137117347 16746.517172080592 3275.9824598894547 -231852.18346354167 -550.81121504934208 -5341.4965553977272 -166777.60477519134 -546.61805031870153 -8330.2191486569882 63478.903125000004 48914.712379807694 -142018.83179687499
leaf_weight=4033928 117 1600 29 34 28 23 31 28 24 20 20 34 20 31 37 26 20 30 49 38 1589 24 76 22 49 35197 614 20 26 20
leaf_count=4033928 117 1600 29 34 28 23 31 28 24 20 20 34 20 31 37 26 20 30 49 38 1589 24 76 22 49 35197 614 20 26 20
internal_value=0 -305.095 4739.33 6050.21 20076.1 29009.2 55696.8 117316 31889.2 8027.89 -7437.25 -33821.4 -70130.3 25103.2 -20261.2 3487.22 69786.5 2625.51 27565.1 63323.4 953.346 -22704.8 -46916.6 -123521 -620.994 -913.689 -18636.3 -73661.9 -102534 -34099.9
internal_weight=0 39876 2350 2233 345 317 183 51 132 81 134 74 40 60 61 1888 51 1862 117 68 1745 156 122 46 37526 35926 729 115 95 46
internal_count=4073804 39876 2350 2233 345 317 183 51 132 81 134 74 40 60 61 1888 51 1862 117 68 1745 156 122 46 37526 35926 729 115 95 46
is_linear=0
shrinkage=0.1


Tree=3871
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 0 4 0 0 0 3 3 0 3 3 0 4 0 3 3 2 4 1 4 6 0 3 4 0 1
split_gain=3.68716e+11 7.34377e+12 1.15443e+13 2.44588e+13 1.83007e+13 6.1756e+13 1.19883e+14 1.31204e+13 1.04184e+13 1.63805e+13 1.49818e+13 9.5408e+12 9.66707e+12 7.34806e+12 7.07686e+12 6.97133e+12 6.31513e+12 6.1548e+12 7.15539e+12 1.09458e+13 5.89545e+12 1.90574e+13 1.10554e+13 2.84782e+13 2.20574e+13 1.79347e+13 1.7322e+13 2.47015e+13 2.0344e+13 2.6824e+13
threshold=31.005000000000006 37.618684050000006 37.586700500000006 19.050000000000004 55.728148450000006 55.775215600000003 7.5000000000000009 55.685785750000008 55.676890650000011 55.660117850000006 7.5000000000000009 2.5000000000000004 55.685785750000008 5.5000000000000009 4.5000000000000009 55.812023600000011 35.500000000000007 55.579943700000008 3.5000000000000004 2.5000000000000004 36.000000000000007 3.5000000000000004 37.729575300000008 15.500000000000002 30.025000000000002 55.806294650000005 8.5000000000000018 8.5000000000000018 55.812023600000011 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -4 9 17 11 -10 -13 -8 -14 -9 -1 -5 19 -19 21 -3 23 24 -23 -24 27 -26 -29 -30
right_child=-2 20 3 4 5 -7 13 15 10 -11 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 22 25 -25 26 -27 -28 28 29 -31
leaf_value=772.15314226548355 8.1543717189513441 -79494.743323863644 1151.2859099014947 -2898.1253960755816 228971.67028808594 9532.2536539210414 -14111.372681451612 -99201.184903492656 2944.2533116957725 82782.569965277784 46783.278906250001 -2246.6585937499999 -116908.53628771553 43138.167833417734 -42630.730944293478 -25920.399162946429 54365.170685369325 14528.397497888516 2303.4368082682295 103599.6911426891 -246.09477802858547 9055.6347466020925 5290.4121347673927 -20567.686563542095 -407.88731749628636 -23121.949430950517 50594.109074113177 -20976.730701361765 -124122.71498849052 -11519.811891084559
leaf_weight=37190 3794999 33 46 430 40 647 31 34 34 27 24 20 29 81 23 21 22 37 84 22 235087 1071 1934 1032 284 251 37 144 56 34
leaf_count=37190 3794999 33 46 430 40 647 31 34 34 27 24 20 29 81 23 21 22 37 84 22 235087 1071 1934 1032 284 251 37 144 56 34
internal_value=0 -110.995 1164.65 9401.87 12550.2 23007.5 80365.8 -38259.5 1104.5 6665.28 -24560.6 -40714 -61330.4 27292.3 -84054.9 -71221.2 803.838 3078.6 21050.6 47741.4 -317.479 -3759.15 -3243.09 -7574.99 671.299 2026.57 -15508.2 -20229.8 -44287.2 -81583.8
internal_weight=0 278805 38842 1630 1529 799 152 101 730 600 130 106 72 112 52 55 37212 573 143 59 239963 4876 4843 2658 1626 2185 555 518 234 90
internal_count=4073804 278805 38842 1630 1529 799 152 101 730 600 130 106 72 112 52 55 37212 573 143 59 239963 4876 4843 2658 1626 2185 555 518 234 90
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 4 6 6 0 1 4 0 0 3 1 3 1 4 0 3 4 1 2 7 6 2 5 0 6 6
split_gain=3.69346e+11 5.62185e+12 1.41658e+13 1.35601e+13 5.19558e+13 2.65349e+13 2.60084e+13 2.20207e+13 1.45118e+13 1.55689e+13 1.36345e+13 1.42109e+13 2.56371e+13 2.36375e+13 3.42794e+13 2.43703e+13 5.83149e+13 2.47678e+13 3.00188e+13 1.8173e+13 1.77269e+13 2.14354e+13 2.03661e+13 1.64396e+13 1.57924e+13 1.55806e+13 3.78435e+13 2.93511e+13 1.5488e+13 1.35464e+13
threshold=45.036141150000006 39.366401150000009 39.018051150000005 44.249882500000005 39.777866350000004 2.5000000000000004 69.605000000000004 68.515000000000015 44.739668300000005 41.912736000000002 18.500000000000004 45.001720900000002 44.878071950000013 10.500000000000002 41.966773150000002 8.5000000000000018 41.966773150000002 12.500000000000002 45.029425500000009 5.5000000000000009 3.5000000000000004 41.966773150000002 2892.5000000000005 6.0000000000000009 122.65000000000002 2892.5000000000005 2.5000000000000004 45.00849250000001 84.810000000000016 97.020000000000024
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 -3 5 -5 -7 8 9 -6 11 12 -9 15 -15 17 -17 20 -19 -20 21 22 -13 -14 25 26 -22 -28 -18 -25
right_child=-2 3 -4 4 7 6 -8 10 -10 -11 -12 13 23 14 -16 16 28 18 19 -21 24 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-165.17090500215025 -8.7753638909384843 82.14045372686806 1744.7454771624198 -8490.8248668657889 1787.5068792740929 -39827.789065290184 -129550.72620442708 -17274.722043759772 1041.6553450291708 -11575.215738145747 45689.245250166226 -37862.978764204548 2884.7179188426239 -10152.535944475447 61980.176839192718 -16494.903298134839 -142913.51268807871 -21297.440792921116 25578.809118009871 114857.15513980263 -118264.39378124999 -56395.546484375001 73236.42858072916 26146.516490384616 -61050.979798943015 -13201.145357051926 22910.666806503083 -96483.791089709062 -62477.203461119185 120259.4912109375
leaf_weight=113062 3754876 121906 59151 299 1496 315 36 752 15903 2090 47 22 1288 210 96 262 54 82 57 38 50 27 66 65 85 1306 71 29 43 20
leaf_count=113062 3754876 121906 59151 299 1496 315 36 752 15903 2090 47 22 1288 210 96 262 54 82 57 38 50 27 66 65 85 1306 71 29 43 20
internal_value=0 103.316 490.839 -351.556 -2482.64 -30382.1 -49030.1 -1732.01 -254.125 -6000.58 -7899.56 -8444.37 -2433.11 -13558 12477.3 -17192.5 -41018.1 -12526.2 23029.2 61290.1 -16326.5 21547.3 45461.6 5695.72 -19152.9 -16706.9 -47230.6 -11713.7 -107256 48290.7
internal_weight=0 318928 172213 146715 24809 650 351 24159 19489 3586 4670 4623 2125 2498 306 2192 359 1833 177 95 1656 115 88 1373 1541 1456 150 100 97 85
internal_count=4073804 318928 172213 146715 24809 650 351 24159 19489 3586 4670 4623 2125 2498 306 2192 359 1833 177 95 1656 115 88 1373 1541 1456 150 100 97 85
is_linear=0
shrinkage=0.1


Tree=3873
num_leaves=31
num_cat=0
split_feature=1 1 4 4 7 1 0 6 4 6 0 4 6 0 0 1 0 1 6 3 3 4 4 6 6 6 4 6 6 1
split_gain=3.95341e+11 7.94195e+12 2.25806e+13 2.35944e+13 2.49082e+13 2.62574e+13 3.34539e+13 2.38784e+13 8.40212e+13 5.27404e+13 2.26329e+13 8.88246e+13 2.66901e+13 2.58105e+13 9.27086e+13 1.02401e+14 5.36782e+13 3.40512e+13 2.90391e+13 5.06707e+13 5.0615e+13 2.48292e+13 3.66155e+13 5.83463e+13 7.24673e+13 6.87329e+13 4.44493e+13 4.13933e+13 5.99634e+13 4.03922e+13
threshold=39.625203600000013 39.718675700000013 3.5000000000000004 22.500000000000004 6.0000000000000009 39.652459050000012 47.285193200000002 46.010000000000012 4.5000000000000009 33.805000000000007 43.6005307 12.500000000000002 60.305000000000007 43.687280500000007 46.323575350000006 39.652459050000012 44.249882500000005 39.689978950000004 112.00500000000001 9.5000000000000018 7.5000000000000009 11.500000000000002 13.500000000000002 60.910000000000004 65.00500000000001 39.995000000000012 12.500000000000002 98.020000000000024 84.810000000000016 39.712886600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 9 -7 11 -4 -13 18 15 -15 17 -17 21 20 -20 -12 26 25 -25 -24 -23 28 -26 -30
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 13 12 -14 14 -16 16 -18 -19 19 -21 -22 22 23 24 27 -27 -28 -29 29 -31
leaf_value=-36.917149708324558 -5619.0736182985083 -7.823119881676881 73008.048831524429 -3765.7576946158197 -8996.9036472764128 215721.45504977318 1180.1039629638451 29169.911583903253 2783.2254796230432 18267.126009114585 -10458.214981237397 -148826.91675 -13542.799285714285 118837.53765625 1722.6280133900266 113428.54606415721 -16830.017485483531 -35517.296181640624 24625.040162593486 -119003.11633522727 174321.52878125 -515.62780322191759 4775.4536190469325 159036.49501689189 -19574.120140288982 -66780.222055627353 41587.638777689419 -114426.48846386718 28536.878089488637 222429.83839285714
leaf_weight=1694326 4836 2299324 158 7831 688 31 1643 1260 1056 24 4145 25 35 140 55930 66 185 20 234 22 25 661 271 37 93 266 404 25 22 21
leaf_count=1694326 4836 2299324 158 7831 688 31 1643 1260 1056 24 4145 25 35 140 55930 66 185 20 234 22 25 661 271 37 93 266 404 25 22 21
internal_value=0 26.2871 1004.79 1430.09 2033 9053.17 12147 19746.5 9059.28 129560 1507.26 33672.5 -69911.2 1395.18 2070.36 49390.9 13514.3 78790 -4714.71 26698.3 39074.5 -6199.49 3607.4 -13560.9 32839.1 -30669.3 15455.9 3837.16 25576.8 123229
internal_weight=0 2.37948e+06 80154 75318 67487 4702 4014 2371 1111 55 62785 218 60 62567 56341 411 271 86 6226 281 259 5945 1800 735 198 537 1065 161 136 43
internal_count=4073804 2379478 80154 75318 67487 4702 4014 2371 1111 55 62785 218 60 62567 56341 411 271 86 6226 281 259 5945 1800 735 198 537 1065 161 136 43
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 7 6 2 6 1 1 5 6 5 1 3 6 6 6 0 1 6 1 0 1 6 6 6 0 1
split_gain=4.1464e+11 3.50907e+12 1.90444e+13 1.75851e+13 1.23306e+13 1.13582e+13 9.43661e+12 9.09503e+12 8.82766e+12 8.00941e+12 1.21678e+13 8.20469e+12 1.07641e+13 7.58963e+12 7.38855e+12 7.11237e+12 1.42396e+13 2.89322e+13 2.857e+13 2.92349e+13 5.77918e+13 3.95768e+13 2.28218e+13 1.60683e+13 3.62898e+13 2.43475e+13 1.97202e+13 1.38623e+13 1.07744e+13 1.23938e+13
threshold=3.5000000000000004 44.878071950000013 44.895258050000002 37.318079750000003 37.755233900000007 6.0000000000000009 99.050000000000011 7833.0000000000009 40.905000000000008 37.343102500000008 38.109452700000006 1.5000000000000002 57.995000000000012 2.5000000000000004 37.343102500000008 2.5000000000000004 83.010000000000005 87.395000000000024 75.605000000000004 44.601833250000006 40.024897700000004 80.030000000000015 38.066230450000006 43.687280500000007 39.763755750000009 134.05000000000004 108.05000000000001 118.04500000000002 43.550475500000012 44.064675150000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 -3 -7 14 11 -11 -5 -13 -14 -1 -6 18 -18 28 20 21 -20 -19 24 27 26 -25 -24 29 -17
right_child=-2 2 -4 9 15 7 -8 -9 -10 10 -12 12 13 -15 -16 16 17 22 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-24357.389882358148 -7.9140832417576918 -26454.632230995579 67.73134754820579 -19446.03467932413 -334.68810281757339 -1044.7631885415703 -93817.094850852271 -50386.101997884114 18354.767862844277 -57414.674168882979 -923.369131499942 62151.897044613492 -49088.937526855472 29438.605664062503 7587.1748663489998 25829.258531150557 -89585.917743055557 80808.315342133632 222777.14178427422 -41704.236168981486 5790.9856546336214 44977.334449404763 133893.23216145832 -40053.833224826391 -23949.198818996265 46229.751785714288 -157411.43258928572 22640.923521205361 1372.5043023799126 -2532.0095278443409
leaf_weight=86 3837650 380 215030 43 15078 338 22 42 1004 47 202 57 20 32 458 437 45 29 31 27 58 21 24 45 115 21 21 21 2182 238
leaf_count=86 3837650 380 215030 43 15078 338 22 42 1004 47 202 57 20 32 458 437 45 29 31 27 58 21 24 45 115 21 21 21 2182 238
internal_value=0 128.609 10.3286 -15361.2 1384.88 8993.27 -30141.1 -6498.28 12796.1 -544.327 -11586.4 17544.3 32136.8 -764.296 2537.11 587.354 4781.18 -15235 6927.2 51536.3 74422.7 150973 -3112.53 -12965.6 5842.12 -47554.5 -77394.9 81975.5 4788.09 15829.3
internal_weight=0 236154 215833 803 20321 1928 402 380 1548 401 249 152 109 52 544 18393 3315 321 2994 137 110 52 276 247 160 87 66 45 2857 675
internal_count=4073804 236154 215833 803 20321 1928 402 380 1548 401 249 152 109 52 544 18393 3315 321 2994 137 110 52 276 247 160 87 66 45 2857 675
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=31
num_cat=0
split_feature=0 1 4 6 4 6 4 1 6 4 6 6 3 6 6 6 6 6 1 6 1 6 6 6 3 6 6 1 4 3
split_gain=3.94099e+11 4.0031e+12 8.39913e+12 3.7181e+13 2.2987e+13 4.09019e+13 3.21684e+13 2.77451e+13 2.18837e+13 2.03581e+13 2.9878e+13 2.5955e+13 3.73382e+13 5.99098e+13 3.24215e+13 2.23834e+13 4.05815e+13 2.83082e+13 2.76148e+13 2.16337e+13 2.74698e+13 2.8012e+13 3.7956e+13 3.17395e+13 2.64558e+13 5.67091e+13 2.92184e+13 4.22632e+13 2.43904e+13 3.40097e+13
threshold=43.472751400000007 47.17130860000001 12.500000000000002 86.030000000000015 18.500000000000004 74.615000000000009 19.500000000000004 39.939672500000007 55.805000000000007 11.500000000000002 108.05000000000001 50.010000000000012 2.5000000000000004 37.995000000000012 57.995000000000012 75.605000000000004 86.920000000000016 95.045000000000016 44.064675150000006 83.010000000000005 43.047633000000012 84.810000000000016 85.020000000000024 88.00500000000001 1.5000000000000002 106.49500000000002 120.05000000000001 39.908802000000009 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 9 4 7 6 -6 -4 -9 19 11 12 13 -11 -13 -16 18 -18 -17 -1 21 -21 -23 -24 25 -25 27 -26 -29 -30
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 -12 14 -14 -15 15 16 17 -19 -20 20 -22 22 23 24 26 -27 -28 28 29 -31
leaf_value=-52.637570776857075 3.3701032542541469 567.32620274371493 -35378.279664469279 17077.23109306239 105283.89144531252 -124525.80797851563 3517.672532598921 58165.74993770969 -23694.982525900137 1749.8103125000002 116264.9375 -66545.656440172694 17210.487110427897 222942.82491048181 31586.631340377524 -106587.61206490654 123722.49071451824 -28324.700375 30301.383359375002 -122244.49923828126 -4237.2718100290613 105690.47372159093 -99675.462855747784 127041.5668560606 -140704.29387695313 -86357.473984375014 10188.399984479633 49892.934801136369 -141480.52713541666 -28101.24519391741
leaf_weight=16870 4026531 25388 653 395 40 20 139 62 69 25 28 76 371 24 161 56 24 25 20 30 2199 22 56 33 40 20 140 33 30 224
leaf_count=16870 4026531 25388 653 395 40 20 139 62 69 25 28 76 371 24 161 56 24 25 20 30 2199 22 56 33 40 20 140 33 30 224
internal_value=0 -287.053 -1278.19 -8835.55 -19248.1 11104.5 26258.7 -26952.4 15048.3 -770.358 14766.9 11132.7 28046.3 110089 -8490.82 6936.33 -24813.3 46147.4 -70564.2 -1409.3 -9505.11 -27950.9 -23220.5 -28144.1 -20440.8 46513.6 -28039.5 -44406.1 -30984.8 -41492.5
internal_weight=0 47273 21885 1378 983 199 179 784 131 20507 810 782 420 49 362 286 125 49 76 19697 2827 628 598 576 520 53 467 327 287 254
internal_count=4073804 47273 21885 1378 983 199 179 784 131 20507 810 782 420 49 362 286 125 49 76 19697 2827 628 598 576 520 53 467 327 287 254
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=31
num_cat=0
split_feature=6 5 6 1 3 6 1 3 4 1 0 4 4 6 0 3 0 0 3 1 1 2 6 1 3 1 0 1 4 1
split_gain=3.65433e+11 5.76248e+12 1.21023e+13 2.06277e+13 2.67279e+13 1.87183e+13 1.67613e+13 1.64665e+13 1.60026e+13 1.51663e+13 1.91031e+13 3.30525e+13 1.69585e+13 2.8287e+13 3.5276e+13 5.65367e+13 2.3657e+13 5.45344e+13 4.18665e+13 4.12837e+13 3.00783e+13 4.03802e+13 3.45476e+13 3.21124e+13 3.38879e+13 3.05077e+13 2.65263e+13 2.28071e+13 3.28644e+13 2.10601e+13
threshold=77.010000000000005 2.5000000000000004 79.015000000000015 92.948588300000011 8.5000000000000018 78.010000000000005 47.800771000000005 1.5000000000000002 4.5000000000000009 55.90712030000001 53.715816400000008 15.500000000000002 8.5000000000000018 77.565000000000012 59.91832440000001 5.5000000000000009 59.856552950000008 57.634352600000007 7.5000000000000009 30.362494150000003 37.425454150000007 75.000000000000014 78.010000000000005 37.374856000000008 8.5000000000000018 37.768783500000005 59.905532300000012 30.323041000000003 4.5000000000000009 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -4 12 11 -11 13 -2 -15 27 17 20 -19 26 23 22 25 -14 -25 29 -18 -16 -29 -22
right_child=1 -3 6 4 -6 -7 7 -9 -10 10 -12 -13 16 14 15 -17 19 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-10.92936051711189 45583.341332509568 209.98586355202019 -7606.7376761986834 1530.7181602328433 38153.77058423913 -71977.273046875009 8747.0174022346382 -5264.8915976631579 364.10328616960982 16085.505597514491 13195.195382188873 -98009.505959302332 -10604.216959795773 11537.8554196317 -29193.373549882195 99643.655608258938 38856.457973240766 -810.72311025766237 -83487.533123164845 49228.205362543682 39314.485617897728 -1653.974920650762 66020.531697733924 -141895.49292968749 -31460.360574776787 89272.583658854172 -11078.517524783352 -6007.0440104166664 -163419.55243055557 -35511.129802389703
leaf_weight=3595075 196 421445 2743 51 46 108 895 13333 30807 62 1871 43 609 1241 126 28 137 104 149 237 55 3453 171 40 91 36 476 21 36 119
leaf_count=3595075 196 421445 2743 51 46 108 895 13333 30807 62 1871 43 609 1241 126 28 137 104 149 237 55 3453 171 40 91 36 476 21 36 119
internal_value=0 82.0754 -858.977 2399.64 -28977.6 -48399.2 -1507.32 -4383.48 -287.581 3091.21 10865.9 -30639.1 993.89 9924.28 5110.8 -32690 -1598.55 -4307.44 -49501.8 13784.8 -1807.62 1754.99 32650.4 -20265.8 -65181 5477.55 81.5015 -52937.8 -105425 -11859.4
internal_weight=0 478729 57284 9506 205 159 47778 14228 33550 9301 1976 105 7325 1648 1452 211 5677 4827 253 850 4574 3834 381 740 131 210 613 183 57 174
internal_count=4073804 478729 57284 9506 205 159 47778 14228 33550 9301 1976 105 7325 1648 1452 211 5677 4827 253 850 4574 3834 381 740 131 210 613 183 57 174
is_linear=0
shrinkage=0.1


Tree=3877
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 3 0 0 6 4 0 6 6 0 1 4 4 6 1 4 6 5 4 1 4 6 3 6 7 6
split_gain=3.72568e+11 8.89034e+12 2.47298e+13 2.09188e+13 4.04494e+13 3.0447e+13 2.63223e+13 2.80735e+13 2.43644e+13 4.60877e+13 2.40052e+13 2.39265e+13 2.40007e+13 6.46624e+13 2.39072e+13 3.45277e+13 5.81333e+13 3.61877e+13 2.37568e+13 3.39413e+13 5.25758e+13 3.08205e+13 2.36225e+13 2.084e+13 2.21998e+13 2.01073e+13 1.99841e+13 1.85672e+13 1.83611e+13 3.40849e+13
threshold=39.652459050000012 39.712886600000012 3.5000000000000004 47.222459950000008 128.05000000000004 6.5000000000000009 43.687280500000007 47.207933300000008 130.05000000000004 7.5000000000000009 47.139841100000005 122.65000000000002 156.15000000000003 47.234875100000004 39.703507450000011 11.500000000000002 19.500000000000004 84.810000000000016 39.689978950000004 6.5000000000000009 67.91500000000002 2.5000000000000004 14.500000000000002 39.689978950000004 14.500000000000002 37.310000000000009 3.5000000000000004 73.995000000000019 6.0000000000000009 28.980000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -6 -10 -11 14 26 -14 -5 -16 17 -17 19 20 -8 -22 28 24 27 -7 -13 -9 -4 -30
right_child=1 -3 3 11 8 25 7 23 9 10 -12 12 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-35.542493479186568 -7008.5731759577166 -2.1031291618375656 -5989.8362862051317 -917.85280458168677 120323.31194740854 -2070.1517558318178 25658.142437124101 -6167.9883074440759 -18661.233883628363 29585.285307459679 149634.04059244794 -115847.49752164274 140802.65748197117 -71511.18570861817 1338.9924572138959 17751.971497917686 -3921.2321563187725 54786.381836136316 -15234.401980820523 3659.5696748675723 177946.015625 64538.905933902133 -44418.11612249881 15232.736235080296 33549.18992493135 19282.176011071195 -32479.36224866764 -51388.545252094074 100693.29602430557 5758.5174065054725
leaf_weight=1710743 3275 2315381 2537 22010 41 567 630 1420 79 31 36 37 26 32 9228 1877 1274 307 186 528 35 76 147 675 133 1985 129 97 45 237
leaf_count=1710743 3275 2315381 2537 22010 41 567 630 1420 79 31 36 37 26 32 9228 1877 1274 307 186 528 35 76 147 675 133 1985 129 97 45 237
internal_value=0 25.7311 1377.38 1995.87 6160.45 5234.34 1714.73 7247.95 52208.5 33080.4 94089.1 864.686 -31712.9 23664 1075.01 4532.59 13055 22957.8 18141.8 23033.8 36839 100298 -5337.06 430.498 -5624.96 14538.1 -51061.4 -9059.48 -3299.13 20907.7
internal_weight=0 2.36306e+06 47680 44405 9485 9298 6746 3780 187 146 67 34920 224 58 34696 12686 3458 2184 1455 1269 741 111 2966 2325 1650 2552 166 1517 2819 282
internal_count=4073804 2363061 47680 44405 9485 9298 6746 3780 187 146 67 34920 224 58 34696 12686 3458 2184 1455 1269 741 111 2966 2325 1650 2552 166 1517 2819 282
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=31
num_cat=0
split_feature=4 6 6 6 1 4 1 3 0 0 5 0 3 6 0 1 1 4 1 6 5 1 0 1 1 0 6 1 0 1
split_gain=4.12068e+11 2.90391e+12 1.32012e+13 1.06332e+13 1.15104e+13 1.21334e+13 1.53749e+13 1.1584e+13 3.16231e+13 1.2963e+13 1.09635e+13 9.31982e+12 2.00124e+13 1.89872e+13 2.49359e+13 1.77792e+13 2.95141e+13 1.72468e+13 1.03846e+13 1.77079e+13 1.14887e+13 1.02181e+13 3.25338e+13 2.18667e+13 3.26135e+13 1.5561e+13 9.75672e+12 2.39921e+13 1.55868e+13 1.26738e+13
threshold=3.5000000000000004 90.045000000000016 95.045000000000016 97.020000000000024 38.977585500000011 2.5000000000000004 43.047633000000012 2.5000000000000004 55.883833400000007 54.947759400000002 3.5000000000000004 57.892117950000006 2.5000000000000004 92.02500000000002 60.002985000000002 37.46219940000001 37.586700500000006 2.5000000000000004 36.865631950000008 92.02500000000002 3.5000000000000004 39.908802000000009 45.047736150000013 49.230435000000007 47.899251850000006 56.520242650000007 91.02500000000002 39.008519500000006 56.006509350000009 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 9 -4 -10 15 13 14 -13 17 -17 -3 20 -20 -19 22 -18 24 25 -23 27 -24 29 -28
right_child=-2 2 3 -5 5 -7 -8 -9 10 -11 -12 12 -14 -15 -16 16 21 18 19 -21 -22 23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=56.62248538266563 -7.889497623409425 -15650.031415719697 -36234.611941964286 1278.8004228436409 60319.526086211627 -18866.146042749155 -5914.1349426940251 -78654.757552083349 2976.3409040178576 -123273.56818181819 87702.373567708346 -110554.22668286703 54869.046444310901 3301.2363120545738 24601.128750000003 -99837.557291666672 -40883.561429508591 -1955.4513183593751 157526.7008112981 38408.903645833336 87537.228365384624 20057.672883193074 135172.0808084239 5633.0170308042943 160797.14694602275 92430.748651801216 90642.029817708346 1273.4068023681641 -44649.910621279763 12649.076930256131
leaf_weight=226706 3837650 33 77 7543 57 184 91 42 42 22 24 43 39 94 20 24 131 32 26 24 26 170 23 367 22 36 24 32 42 158
leaf_count=226706 3837650 33 77 7543 57 184 91 42 42 22 24 43 39 94 20 24 131 32 26 24 26 170 23 367 22 36 24 32 42 158
internal_value=0 128.209 1845.94 309.197 -13259.9 -1720.92 19594.8 -31766.8 -19831.6 -55576.6 33785.8 10938.2 -9242.86 -25168.7 -67647.8 14318.9 9755.77 47620.2 66952.8 100350 38162 12372.9 225.919 20743.1 45065.1 32705.4 19528.2 57267.4 10261.9 22933.9
internal_weight=0 236154 9448 8082 539 332 148 207 165 99 66 1366 196 157 63 1170 1029 141 108 50 58 1005 410 595 228 206 279 55 224 182
internal_count=4073804 236154 9448 8082 539 332 148 207 165 99 66 1366 196 157 63 1170 1029 141 108 50 58 1005 410 595 228 206 279 55 224 182
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 7 5 4 6 3 4 1 4 4 4 6 5 0 3 6 0 6 0 3 3 1 6 1 1
split_gain=4.2389e+11 3.17051e+12 9.49425e+12 2.46814e+13 3.98722e+13 3.95424e+13 1.93049e+13 2.30057e+13 3.3328e+13 3.73544e+13 1.95127e+13 3.01582e+13 1.64618e+13 3.73886e+13 3.50909e+13 1.44295e+13 2.05092e+13 1.87751e+13 3.58076e+13 1.27092e+13 1.24081e+13 1.13459e+13 1.07601e+13 1.68336e+13 4.76787e+13 6.0234e+13 4.83187e+13 5.51365e+13 3.53804e+13 3.2345e+13
threshold=102.04000000000001 40.377616600000003 39.908802000000009 43.687280500000007 43.550475500000012 114.05000000000001 6.0000000000000009 3.5000000000000004 4.5000000000000009 122.65000000000002 8.5000000000000018 17.500000000000004 39.939672500000007 8.5000000000000018 14.500000000000002 3.5000000000000004 118.04500000000002 3.5000000000000004 57.60122925000001 1.5000000000000002 112.00500000000001 56.148747500000006 112.00500000000001 44.895258050000002 13.500000000000002 5.5000000000000009 39.703507450000011 105.00500000000001 39.735861600000007 39.777866350000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 10 -9 -10 12 -12 13 -4 -15 16 -5 18 21 -19 -20 -17 23 24 25 29 -27 -28 -29 -2
right_child=1 -3 3 15 5 -7 -8 8 9 -11 11 -13 -14 14 -16 17 -18 19 20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=5.3053549255695271 -8011.958821163902 311.10499828066389 -27342.94451992754 65808.862555803571 172339.27611607144 5733.1710668103451 -89371.608138020849 -134026.88960336539 -95954.853000000003 59866.63956680298 -123972.23452380951 29324.44517045455 92993.288976760145 176864.08323709239 7295.7361177884613 -28955.486105685763 -16652.524503504676 -68726.959339192705 -44350.225231232042 733.681236493146 -95757.456885244348 32008.011350235851 622.89145423508626 -1657.6147568240697 46332.741049556411 -25357.286719921874 -179149.74465654482 -1915.1941266741073 -132449.69160748107 84713.630913085944
leaf_weight=3966508 632 57356 69 42 28 29 24 26 25 40 21 33 42 23 26 72 107 30 87 216 102 53 29632 18031 118 250 53 56 33 40
leaf_count=3966508 632 57356 69 42 28 29 24 26 25 40 21 33 42 23 26 72 107 30 87 216 102 53 29632 18031 118 250 53 56 33 40
internal_value=0 -196.128 -778.684 -9987.61 10359.7 87574.8 -3017.98 3777.06 -38339.6 -64.7037 21686.5 -30290.9 39228.9 20092.4 86889 -21065.3 6591.62 -28424 -44630.9 -7737.13 -72093.8 -3106.96 -572.239 -2415.48 -13976.4 -20664.8 -51817.2 -98401.6 -50315.6 -2492.58
internal_weight=0 107296 49940 1095 386 57 329 305 91 65 214 54 160 118 49 709 149 560 314 246 189 125 48845 19213 1182 1064 392 142 89 672
internal_count=4073804 107296 49940 1095 386 57 329 305 91 65 214 54 160 118 49 709 149 560 314 246 189 125 48845 19213 1182 1064 392 142 89 672
is_linear=0
shrinkage=0.1


Tree=3880
num_leaves=31
num_cat=0
split_feature=6 5 0 6 4 0 0 1 6 7 6 2 6 1 5 6 3 0 3 4 3 4 0 6 0 4 0 0 4 4
split_gain=4.69094e+11 5.63871e+12 6.35305e+12 6.58963e+12 7.54605e+12 6.51853e+12 1.1839e+13 1.51719e+13 1.60191e+13 1.28774e+13 6.24588e+13 1.37894e+13 1.02312e+13 1.30154e+13 9.79455e+12 1.3208e+13 1.72338e+13 1.42435e+13 2.22e+13 1.2449e+13 2.68552e+13 2.52795e+13 2.90789e+13 1.46162e+13 1.18818e+13 1.7489e+13 1.1213e+13 8.97122e+12 8.93525e+12 8.69314e+12
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 247.90000000000001 8.5000000000000018 55.055052800000006 54.73499850000001 20.507515800000004 128.05000000000004 6.0000000000000009 149.05000000000004 2343.5000000000005 247.90000000000001 82.895858600000011 1.5000000000000002 168.45000000000002 9.5000000000000018 56.342669500000007 3.5000000000000004 5.5000000000000009 1.5000000000000002 8.5000000000000018 56.850115550000005 149.05000000000004 56.309668500000008 11.500000000000002 57.174562350000009 54.973017600000006 16.500000000000004 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 3 4 -2 6 7 -4 -9 11 -11 -10 13 -8 15 16 17 -7 -19 -16 -21 22 -22 24 29 -26 -25 -14 -27 -23
right_child=1 -3 5 -5 -6 14 12 8 9 10 -12 -13 27 -15 19 -17 -18 18 -20 20 21 23 -24 26 25 28 -28 -29 -30 -31
leaf_value=3.3738177055138565 -3596.5320219494047 -638.88018179629807 -66030.332002314826 798.17004566461264 -84909.365078125003 -44051.070963541672 137128.4909375 60883.158351293103 80057.615301724145 -143944.72489013671 11895.630519441795 9591.259163734494 58552.050000000003 36514.767724609374 -23203.597819239658 3178.7406425342892 113876.3221454327 127701.59021577382 -8313.0050362723214 98551.615687779034 142747.79055989583 -117623.59393750002 -18383.444308035712 -9076.2781958912037 -82902.126858836215 37618.185990767051 44841.064937789357 -28595.431660517941 -31829.663769531253 -30349.041220238098
leaf_weight=4033928 21 37526 27 71 25 24 20 58 29 32 131 655 21 36 284 401 26 21 28 28 24 25 21 135 29 44 54 27 32 21
leaf_count=4033928 21 37526 27 71 25 24 20 58 29 32 131 655 21 36 284 401 26 21 28 28 24 25 21 135 29 44 54 27 32 21
internal_value=0 -341.301 4410.59 -18304.2 -47788.3 5600.75 11408.4 7837.39 10041.2 6559.67 -18698.8 12578.9 43409.8 72448.2 574.278 11254.4 43964.9 19065 49979 -7087.22 3995.23 -2881.6 67553.2 -12203.9 -35400.2 -16833.4 6328.68 9531.59 8376.99 -77780.9
internal_weight=0 39876 2350 117 46 2233 1036 932 905 847 163 684 104 56 1197 500 99 73 49 697 413 385 45 340 151 105 189 48 76 46
internal_count=4073804 39876 2350 117 46 2233 1036 932 905 847 163 684 104 56 1197 500 99 73 49 697 413 385 45 340 151 105 189 48 76 46
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 0 1 6 6 6 4 6 4 0 4 1 1 1 0 1 4 4 7 6 6 4 0 4 1
split_gain=3.87603e+11 1.1996e+13 5.74565e+13 5.74157e+13 5.81559e+13 5.74037e+13 5.25443e+13 5.40967e+13 3.48605e+13 3.01615e+13 2.97698e+13 4.2847e+13 3.78261e+13 3.44964e+13 2.48551e+13 2.18494e+13 2.21247e+13 3.0196e+13 6.65861e+13 6.7802e+13 5.88273e+13 4.70284e+13 7.82644e+13 2.74861e+13 2.12244e+13 2.08673e+13 2.73094e+13 6.39296e+13 2.30083e+13 3.51926e+13
threshold=55.93962770000001 55.897267000000006 37.374856000000008 38.011626600000007 56.505000000000003 36.865631950000008 55.922096200000006 36.593086150000012 46.010000000000012 108.05000000000001 125.02000000000002 16.500000000000004 168.45000000000002 9.5000000000000018 55.910578700000009 25.500000000000004 37.978059650000013 37.897576350000001 37.873748150000004 55.922096200000006 37.957884500000006 4.5000000000000009 9.5000000000000018 6.0000000000000009 120.05000000000001 86.920000000000016 6.5000000000000009 55.922096200000006 22.500000000000004 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -3 -7 -6 15 12 13 -12 -13 16 17 18 24 21 23 -20 -23 -19 25 28 27 -27 -4 -30
right_child=-2 2 3 4 9 8 -8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 20 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=6.271024614886592 47.556316608038259 -60445.22314814815 -2494.3649989326987 -3155.673074010434 -22081.867033439117 -11608.191976325805 -36684.556734442558 47859.127382378036 -40401.834535169553 -114450.3331217448 194644.17424242425 -103759.56336263022 -24062.388687500003 58718.254519440408 34924.048995535719 34384.205842614552 7635.5346019317458 -37934.75264533548 48433.148755091483 8463.0721473225276 -2587.4614097338763 270748.84456018516 19721.342136548916 -112832.86875662078 -89300.567057291672 5305.732467532468 6647.7593724863636 165245.81140202703 8412.3988627616054 -14501.11374610237
leaf_weight=2820904 1206338 54 24754 4376 1962 820 159 316 863 36 33 24 25 43 28 189 3705 289 234 635 952 27 23 59 27 77 1690 37 4332 793
leaf_count=2820904 1206338 54 24754 4376 1962 820 159 316 863 36 33 24 25 43 28 189 3705 289 234 635 952 27 23 59 27 77 1690 37 4332 793
internal_value=0 -20.0069 -1612.02 -827.509 -9609.99 -17341.3 11392.4 32052.5 -26372.8 -23746.2 646.567 44668.1 82639.4 117739 -29083.8 468.493 298.166 -503.065 92.4046 26628.1 -15448.9 67243.5 155276 -50633 -676.637 -601.112 9843.32 57216.1 -1231.71 4866.95
internal_weight=0 2.86747e+06 46562 44350 6374 2212 529 370 1683 1998 37976 153 101 76 52 37823 37634 33929 32629 919 1300 284 50 348 31710 31683 1804 114 29879 5125
internal_count=4073804 2867466 46562 44350 6374 2212 529 370 1683 1998 37976 153 101 76 52 37823 37634 33929 32629 919 1300 284 50 348 31710 31683 1804 114 29879 5125
is_linear=0
shrinkage=0.1


Tree=3882
num_leaves=31
num_cat=0
split_feature=2 1 6 1 4 6 0 1 6 4 6 4 3 1 0 6 0 1 4 0 0 0 7 4 4 4 1 4 1 4
split_gain=4.16072e+11 3.44167e+12 8.51969e+12 4.36523e+12 4.88788e+13 3.25322e+13 2.92138e+13 1.17237e+13 8.45652e+12 3.38572e+13 1.03372e+13 8.53598e+12 7.70117e+12 6.87151e+12 1.06571e+13 9.35286e+12 8.20871e+12 1.45911e+13 6.4592e+12 6.17167e+12 1.83182e+13 1.71302e+13 2.81385e+13 9.90936e+13 7.30735e+13 7.93806e+13 6.34231e+13 5.92987e+13 4.25797e+13 3.58626e+13
threshold=451.00000000000006 39.873894000000007 39.995000000000012 39.018051150000005 14.500000000000002 40.905000000000008 55.685785750000008 38.999037500000007 96.050000000000011 5.5000000000000009 89.00500000000001 9.5000000000000018 1.5000000000000002 39.044653900000007 55.193450100000007 50.410000000000004 55.390026600000006 39.023883200000007 3.5000000000000004 55.462387050000011 55.520061350000013 55.539595350000006 6.0000000000000009 14.500000000000002 13.500000000000002 8.5000000000000018 37.600779750000008 4.5000000000000009 37.374856000000008 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 -3 7 6 -6 8 19 10 -10 11 13 -13 16 15 -15 -5 -18 -8 -1 -21 22 24 27 25 -22 -25 -24 -29 -27
right_child=-2 2 -4 4 5 -7 18 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 21 -23 23 26 -26 29 -28 28 -30 -31
leaf_value=-891.83595377528695 -14.271334838996452 12530.650830028504 -19221.549187102144 4959.1611943729804 2941.1292578125003 137988.31605113635 -10301.962993738511 -9417.1235555184376 40544.571932870371 -120956.38187500002 57584.679586356033 69321.41002604166 11679.640763009775 -2854.117065362534 2058.6902026075304 -28538.417834416407 76636.338541666672 13244.102215965759 -32787.828411865237 3896.7369026812285 -6942.985845383937 168.30525949876602 69887.335845762311 9543.8735411472862 -6557.309652501639 39890.586237547133 -13114.051840207552 -60499.284388175845 -21136.694283549346 8930.7513802767207
leaf_weight=61020 3396489 123 270 1188 30 44 255 1306 27 25 35 24 677 409 5162 217 45 188 256 12863 1053 578342 66 3093 4468 1008 2057 315 2154 595
leaf_count=61020 3396489 123 270 1188 30 44 255 1306 27 25 35 24 677 409 5162 217 45 188 256 12863 1053 578342 66 3093 4468 1008 2057 315 2154 595
internal_value=0 71.5656 -9283.84 76.997 2317.98 83239.5 1614.15 48.2211 3095.4 -37100.1 3358.48 3118.54 13653.1 2094.16 564.407 -11757.5 8325.13 25487.2 -21566.9 66.7535 163.275 82.3111 -3276.05 -7472.94 1251.33 14387.3 493.902 -23658 -26158.7 28398.9
internal_weight=0 677315 393 676922 8582 74 8508 668340 7997 52 7945 7910 701 7209 5788 626 1421 233 511 667034 606014 593151 14809 7685 7124 2656 5150 2535 2469 1603
internal_count=4073804 677315 393 676922 8582 74 8508 668340 7997 52 7945 7910 701 7209 5788 626 1421 233 511 667034 606014 593151 14809 7685 7124 2656 5150 2535 2469 1603
is_linear=0
shrinkage=0.1


Tree=3883
num_leaves=31
num_cat=0
split_feature=6 5 0 0 1 5 4 3 3 3 0 6 4 5 5 3 0 4 7 0 4 0 7 1 5 6 6 1 4 3
split_gain=4.13987e+11 4.59726e+12 6.11372e+12 1.04649e+13 4.03416e+13 3.68375e+13 3.40554e+13 3.34414e+13 2.70307e+13 3.39967e+13 3.81243e+13 2.16438e+13 1.70008e+13 3.0701e+13 3.55253e+13 1.96011e+13 2.28293e+13 2.41264e+13 3.35273e+13 2.23756e+13 1.68328e+13 1.65103e+13 3.28438e+13 1.77379e+13 2.49718e+13 4.51211e+13 3.5701e+13 3.58539e+13 1.621e+13 1.46526e+13
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 43.6005307 39.723160900000003 4.5000000000000009 9.5000000000000018 11.500000000000002 14.500000000000002 7.5000000000000009 43.472751400000007 156.15000000000003 5.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 43.550475500000012 6.5000000000000009 6.0000000000000009 43.472751400000007 10.500000000000002 44.046956350000009 6.0000000000000009 39.689978950000004 3.5000000000000004 149.05000000000004 134.05000000000004 39.735861600000007 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 -3 4 5 6 -4 -8 9 11 -11 29 13 -13 -15 19 17 -17 -19 -14 -12 22 23 -5 25 26 27 -25 -10 -6
right_child=1 2 3 21 8 -7 7 -9 28 10 20 12 15 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.1694600260745314 3970.052182399344 6388.4614973807629 -150432.84862882653 -26475.147831632654 -65749.907727581522 56898.128740234373 44154.020552884613 -127842.34250000001 103899.69118303573 12950.980696128732 -56754.4896629051 63199.592208277929 32564.259244791669 -102054.71489825583 24375.503371263589 -95864.695667613647 98951.95716145834 113197.7912109375 -57709.770241477272 170592.2218919837 -139745.40995535714 -769.74550778759431 -44211.690140845072 122114.37604166668 17280.88437318314 -24512.357238051471 186087.33364847547 -47567.055390624999 8965.4779138513532 -6300.6854094587061
leaf_weight=4033928 2350 1215 49 49 46 20 26 20 35 67 81 47 24 43 46 22 27 24 22 23 35 34738 71 33 215 34 37 20 37 420
leaf_count=4033928 2350 1215 49 49 46 20 26 20 35 67 81 47 24 43 46 22 27 24 22 23 35 34738 71 33 215 34 37 20 37 420
internal_value=0 -320.628 -589.324 -822.808 -10365.2 -66453 -92421.6 -30627 -3908.69 -8492.98 -47106.5 1004.69 23087.3 -2181.61 -36708.8 47288.6 21155.9 -9733.7 31459.4 100110 -81794.9 -520.786 18321 29763.8 37892.7 73631 110707 58083.6 55114.1 -12169.1
internal_weight=0 39876 37526 36311 1114 115 95 46 999 927 183 744 278 136 89 142 95 68 46 47 116 35197 459 388 339 124 90 53 72 466
internal_count=4073804 39876 37526 36311 1114 115 95 46 999 927 183 744 278 136 89 142 95 68 46 47 116 35197 459 388 339 124 90 53 72 466
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=31
num_cat=0
split_feature=4 4 3 1 0 0 0 0 1 0 3 1 5 6 7 6 6 0 0 6 0 7 6 0 6 5 6 1 6 6
split_gain=3.87503e+11 4.49874e+12 2.15946e+13 3.50115e+13 8.90608e+13 7.90257e+13 6.77977e+13 4.41507e+13 4.01445e+13 3.63859e+13 6.05644e+13 4.31124e+13 3.33171e+13 3.19464e+13 2.77555e+13 2.92536e+13 2.51265e+13 2.49258e+13 5.96188e+13 1.31867e+14 8.12194e+13 9.91625e+13 5.62644e+13 5.00842e+13 4.97703e+13 6.3702e+13 1.14768e+14 6.02502e+13 4.6996e+13 2.89209e+13
threshold=10.500000000000002 11.500000000000002 2.5000000000000004 30.315889700000003 59.905532300000012 59.990753350000013 59.982409200000006 60.002985000000002 37.331232350000008 59.898927250000007 3.5000000000000004 30.303340300000002 3.5000000000000004 93.050000000000011 6.0000000000000009 60.005000000000003 41.990000000000002 59.848366150000011 59.898927250000007 55.805000000000007 59.905532300000012 6.0000000000000009 77.565000000000012 59.990753350000013 87.015000000000015 2.5000000000000004 62.010000000000012 30.410676000000006 94.02500000000002 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 9 6 12 14 17 11 -11 16 -6 -12 15 -7 -4 -5 19 -19 21 29 -23 24 25 26 -22 -27 -25 -20
right_child=1 -3 3 8 5 7 -8 -9 -10 10 13 -13 -14 -15 -16 -17 -18 18 20 -21 23 22 -24 28 -26 27 -28 -29 -30 -31
leaf_value=23.866435762351458 -7044.6633315838699 -13.103452237512606 -22309.439839564733 -18324.362242813848 -4530.9810894053944 61237.514383561647 -57435.738091096704 1474.9620662355887 426.35786544175738 -40612.824592752666 93302.968022085348 -81493.086924342104 103775.37133620691 -12583.5814453125 35465.158211614857 175906.98559570312 45106.296950748576 -20007.126544510691 24730.243341064455 121567.17524414063 22329.360721171794 -99617.083049508437 -285235.08265625004 -28155.682580777935 -54031.057055203419 98061.851449488997 -73274.582295949847 -21006.552720905172 57554.455602678579 -60146.316709125909
leaf_weight=2547999 5291 1489647 70 1969 1379 73 265 309 23283 47 260 38 29 32 266 32 263 152 96 116 722 89 20 743 106 159 152 58 70 69
leaf_count=2547999 5291 1489647 70 1969 1379 73 265 309 23283 47 260 38 29 32 266 32 263 152 96 116 722 89 20 743 106 159 152 58 70 69
internal_value=0 -39.8555 -1141.99 -130.198 10016.8 650.085 -11033.6 29395.4 -1248.03 41058.9 64741.3 19419.3 -2300.24 81699 52649.8 96184.4 30934.8 -9871.09 -3348.96 41271.3 -8584.61 -59659.2 -133675 -1622.21 11387 17742.9 5702.59 66237.1 -20776 -10763.6
internal_weight=0 1.5258e+06 36158 30867 3063 2353 1673 680 27804 710 339 371 1408 292 371 105 333 4521 2552 268 2284 274 109 2010 1197 1091 874 217 813 165
internal_count=4073804 1525805 36158 30867 3063 2353 1673 680 27804 710 339 371 1408 292 371 105 333 4521 2552 268 2284 274 109 2010 1197 1091 874 217 813 165
is_linear=0
shrinkage=0.1


Tree=3885
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 4 0 0 0 4 6 0 7 4 4 6 7 0 5 6 5 6 6 6 6 0 2 4 4
split_gain=3.98621e+11 4.85063e+12 8.60392e+13 5.4741e+13 6.34964e+13 5.34589e+13 1.03668e+14 2.33186e+13 9.72553e+13 6.80343e+13 5.62941e+13 5.3529e+13 5.07602e+13 7.45372e+13 6.76267e+13 4.64424e+13 6.13478e+13 4.26963e+13 3.6919e+13 3.21261e+13 3.13646e+13 4.34519e+13 2.56186e+13 2.44001e+13 3.46487e+13 2.04245e+13 1.9547e+13 9.54972e+13 3.22918e+13 6.1753e+13
threshold=37.873748150000004 37.897576350000001 55.972700350000004 55.910578700000009 55.922096200000006 4.5000000000000009 7.5000000000000009 55.759969450000007 55.710673100000008 55.81943720000001 18.500000000000004 67.91500000000002 55.702806750000008 6.0000000000000009 22.500000000000004 24.500000000000004 67.91500000000002 6.0000000000000009 55.685785750000008 1.5000000000000002 56.505000000000003 1.5000000000000002 51.015000000000008 39.505000000000003 39.355000000000011 49.895000000000003 55.667390500000003 5873.0000000000009 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 3 7 5 -5 -7 8 12 -9 11 -11 14 -14 26 16 25 -18 -16 -15 21 23 -23 24 -20 -12 27 -2 -28 -30
right_child=1 -3 -4 4 -6 6 -8 9 -10 10 15 -13 13 19 18 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=52.942935971430714 -42546.625906350091 -9.4595075603989809 -36433.204911378736 40923.43378380884 7384.4654085984384 331488.51062500005 41263.70954589844 -34489.133256435758 21752.060107407429 14821.629319476138 3087.8470703125004 106811.7105 31995.871082330519 -10343.912518881913 61727.209554036468 19650.224518073588 -264463.95525390626 -60307.871875000004 22339.584022232932 -38878.901710812832 39920.228090569915 -68576.867222450659 -6886.2534818046543 64426.838091216217 -87323.457954545462 -58927.085295482684 -2776.2952835821079 -2245.0855858348759 55487.919020712718 -23023.146721316607
leaf_weight=1054147 694 3004431 685 237 927 20 32 787 1690 404 112 75 248 681 189 170 20 21 227 938 312 95 231 111 33 101 1902 3848 280 156
leaf_count=1054147 694 3004431 685 237 927 20 32 787 1690 404 112 75 248 681 189 170 20 21 227 938 312 95 231 111 33 101 1902 3848 280 156
internal_value=0 -18.4821 -1798.84 -167.283 20143.5 61069.4 152889 -2020.78 -426.454 -12997.1 5734.01 29225.1 -4195.35 -19056 -760.725 -20804.3 -47880.1 -159896 21166 -26876.2 13568.3 1772.26 -24863.6 25177.3 8420.81 -26318.3 -4578.77 -8403 2850.51 27396.8
internal_weight=0 3.01966e+06 15226 14541 1216 289 52 13325 11635 1690 903 479 9945 1867 8078 424 254 41 1198 1619 1009 697 326 371 260 213 6880 4542 2338 436
internal_count=4073804 3019657 15226 14541 1216 289 52 13325 11635 1690 903 479 9945 1867 8078 424 254 41 1198 1619 1009 697 326 371 260 213 6880 4542 2338 436
is_linear=0
shrinkage=0.1


Tree=3886
num_leaves=31
num_cat=0
split_feature=1 1 4 3 0 0 0 3 0 6 4 4 4 6 5 1 0 6 6 0 4 3 6 0 3 0 5 4 0 3
split_gain=4.16724e+11 3.68375e+12 2.42207e+13 3.18782e+13 3.94862e+13 9.4333e+13 6.07143e+13 7.18187e+13 6.21789e+13 5.11503e+13 4.90136e+13 4.14538e+13 3.8042e+13 7.3512e+13 3.67603e+13 3.58761e+13 7.63076e+13 4.10644e+13 8.55803e+13 9.56296e+13 3.88839e+13 6.0879e+13 3.44508e+13 3.33424e+13 5.00953e+13 4.71945e+13 3.89185e+13 1.21428e+14 5.01108e+13 4.76791e+13
threshold=30.315889700000003 30.330566300000005 12.500000000000002 6.5000000000000009 59.898927250000007 59.91832440000001 59.950512650000007 10.500000000000002 60.01610465000001 62.010000000000012 7.5000000000000009 9.5000000000000018 8.5000000000000018 58.605000000000011 2.5000000000000004 30.323041000000003 59.990753350000013 44.605000000000011 63.140000000000008 59.982409200000006 10.500000000000002 9.5000000000000018 57.715000000000011 59.898927250000007 2.5000000000000004 59.950512650000007 2.5000000000000004 10.500000000000002 59.939085000000013 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 9 12 7 11 15 -5 -11 14 13 -6 -7 20 17 -17 22 -20 21 -8 -19 24 -2 26 29 -28 -29 -25
right_child=1 -3 -4 4 5 6 8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-144.05816439206561 -8581.2208093552363 -1.6982171546746394 -1482.8702288218794 12373.558841639242 -22299.235111979167 -64107.341007008275 23382.963412245885 133127.08525 -10488.744260534777 -158722.94075520834 -24183.176634073603 -16157.764444297318 134353.14326410062 111087.52306385869 -215470.60267857142 -2253.2040414663461 28270.329706634042 158232.78177083333 -32272.411835007442 195208.6698183002 -21053.652560879324 176285.04587402346 322896.35133056645 67.139464466966047 18084.485265372514 4532.8724816675276 -3587.1424997586291 277987.27187500003 73637.171692708333 -31639.644265120198
leaf_weight=191371 1008 3851009 16933 635 75 68 372 25 452 30 278 177 82 92 21 26 378 27 42 33 188 28 24 762 2340 4788 1234 20 30 1256
leaf_count=191371 1008 3851009 16933 635 75 68 372 25 452 30 278 177 82 92 21 26 378 27 42 33 188 28 24 762 2340 4788 1234 20 30 1256
internal_value=0 7.10084 1085.43 4086.53 13164.9 20767.7 13033.5 -28920.7 20809.7 -3846.66 -37287.7 -44150.8 78572.6 51183.3 -99822.3 33463.5 52331.8 112169 135780 67819.3 16456.4 34086.1 235722 1663.34 10056.1 -1809.95 -11007.2 2603.06 155377 -19667.1
internal_weight=0 3.88243e+06 31424 14491 3053 2110 1861 291 1570 943 308 266 249 167 89 1118 530 152 126 75 588 400 51 11438 3348 8090 3302 1284 50 2018
internal_count=4073804 3882433 31424 14491 3053 2110 1861 291 1570 943 308 266 249 167 89 1118 530 152 126 75 588 400 51 11438 3348 8090 3302 1284 50 2018
is_linear=0
shrinkage=0.1


Tree=3887
num_leaves=31
num_cat=0
split_feature=4 5 2 0 6 6 6 0 0 6 0 1 1 0 6 0 0 3 0 6 6 0 1 5 1 1 1 5 1 0
split_gain=3.83134e+11 2.50192e+12 7.43501e+12 6.84015e+12 3.81459e+12 3.90278e+12 6.21591e+12 8.46568e+12 6.52509e+12 3.35605e+12 3.00967e+12 5.68882e+12 3.2864e+12 7.13859e+12 5.4806e+12 1.09463e+13 7.31533e+12 1.19095e+13 3.50459e+12 2.75904e+12 9.67017e+12 8.03711e+12 9.75614e+12 8.11054e+12 1.15033e+13 1.05117e+13 7.50118e+12 5.90515e+12 5.7117e+12 9.33076e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 31.410000000000004 75.605000000000004 247.90000000000001 56.342669500000007 56.228352100000002 31.005000000000006 44.739668300000005 37.768783500000005 39.939672500000007 43.472751400000007 22.940000000000005 43.6005307 43.6005307 1.5000000000000002 44.249882500000005 59.815000000000005 57.005000000000003 43.687280500000007 44.628646350000004 2.5000000000000004 30.084656550000002 30.323041000000003 37.978059650000013 2.5000000000000004 39.625203600000013 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 7 8 -7 -1 11 -4 13 -13 15 -15 17 -16 -18 20 -3 22 -22 24 -23 -25 -26 28 29 -21
right_child=-2 19 4 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 16 -17 18 -19 -20 27 21 23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-22558.870089285858 -5.1602463316638048 516.63998461806648 53268.948171875003 70267.470081018517 -2170.5461800131334 24680.591332519532 -18396.899619391024 -28475.888632812505 89039.087652853268 26808.463417968749 27.873834354618442 70928.58801757812 -126.12373317133995 91630.870276988644 -87074.055055930396 5239.9800115411936 25223.292486496914 19547.390390625002 -4285.0042297363279 -3431.1188123324628 100253.59328125001 63812.265024038468 4755.5807744565218 -58048.819089673918 -26551.862829392958 9931.9175084061262 -199.51223502466391 216.23472784686348 -6866.5820211873815 16478.860833364939
leaf_weight=21 3961637 57478 25 27 12756 50 39 20 23 40 13153 20 496 22 22 44 81 20 80 988 20 26 23 23 124 2058 838 20842 2499 309
leaf_count=21 3961637 57478 25 27 12756 50 39 20 23 40 13153 20 496 22 22 44 81 20 80 988 20 26 23 23 124 2058 838 20842 2499 309
internal_value=0 182.255 -657.794 28361.6 -752.901 -1993.53 15113.1 29165.7 44957.9 9813.15 392.208 6308.37 4812.81 13289.3 9003.88 34036.9 865.049 -36301.9 10560.8 447.779 810.598 6239.95 49173.3 5638.4 -1822.37 9180.57 -3596.28 -444.468 -4072.07 1312.28
internal_weight=0 112167 26939 88 26851 12888 132 93 73 61 13963 810 785 289 269 66 203 42 161 85228 60590 3112 43 3069 988 2081 962 24638 3796 1297
internal_count=4073804 112167 26939 88 26851 12888 132 93 73 61 13963 810 785 289 269 66 203 42 161 85228 60590 3112 43 3069 988 2081 962 24638 3796 1297
is_linear=0
shrinkage=0.1


Tree=3888
num_leaves=31
num_cat=0
split_feature=0 4 4 6 2 6 6 6 1 1 3 6 1 3 6 5 6 6 2 1 7 1 5 6 3 1 6 6 3 6
split_gain=3.81592e+11 3.77557e+12 2.67025e+13 1.81797e+13 1.59528e+13 4.8678e+13 4.47092e+13 2.76696e+13 1.97208e+13 1.59644e+13 1.28207e+13 1.10114e+13 9.54173e+12 8.03675e+12 1.17843e+13 7.19708e+12 2.27455e+13 7.70457e+12 7.18187e+12 3.23642e+13 2.75529e+13 2.74264e+13 2.27829e+13 9.69989e+12 7.35713e+12 1.66499e+13 8.31183e+12 1.78833e+13 1.57785e+13 9.70365e+12
threshold=43.472751400000007 7.5000000000000009 6.5000000000000009 189.00000000000003 3999.0000000000005 75.010000000000005 71.715000000000018 54.010000000000012 39.939672500000007 39.908802000000009 2.5000000000000004 95.045000000000016 44.628646350000004 6.5000000000000009 92.02500000000002 3.5000000000000004 120.05000000000001 138.05000000000004 9613.5000000000018 43.047633000000012 6.0000000000000009 42.186961750000002 2.5000000000000004 66.990000000000023 1.5000000000000002 39.908802000000009 31.005000000000006 30.425000000000001 6.5000000000000009 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 2 -1 4 5 6 7 8 9 -4 -7 -12 -6 15 -15 16 -14 -17 24 20 21 23 -23 -20 25 -3 27 28 -26 -28
right_child=-2 18 3 -5 12 10 -8 -9 -10 -11 11 -13 13 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-175.83677077239463 3.316202038116522 81107.225403225806 -34551.948333333334 77984.432794744323 39252.376606785976 -163276.40125 128319.92801339287 -70560.424030949522 -66803.425018886352 11547.171042702415 -108460.01913109758 -32093.747410714284 -5953.1605456828065 -13597.034769502527 -69257.989413265299 -9901.0718652343767 77301.265820312503 -90028.937558593752 47274.526765950519 -1322.3945180131914 64711.446523437502 -46428.920191271551 -139565.99158121747 -41728.695968750006 26885.607064383374 6893.7322448429804 -15930.740460535468 71828.325171874996 -23386.626825706844 856.55463801560472
leaf_weight=22533 4026531 31 105 22 43 20 21 91 53 264 41 35 942 170 49 30 34 20 24 2599 20 58 48 25 154 1218 351 50 105 18117
leaf_count=22533 4026531 31 105 22 43 20 21 91 53 264 41 35 942 170 49 30 34 20 24 2599 20 58 48 25 154 1218 351 50 105 18117
internal_value=0 -282.461 -1145.06 -12402.5 -13439.3 -26479.4 -14693.6 -20547.9 -9763.23 -1570.46 -92038.2 -73291.3 -7060.97 -8660.55 -26050.9 -4948.58 -3052.9 -41952.2 643.432 -4125.22 -45751.1 -60004.3 -88604.2 1864.72 1303.99 8735.7 809.646 17075.1 6504.97 537.498
internal_weight=0 47273 24473 1940 1918 630 534 513 422 369 96 76 1288 1245 219 1026 976 50 22800 2774 175 155 106 49 20026 1249 18777 309 259 18468
internal_count=4073804 47273 24473 1940 1918 630 534 513 422 369 96 76 1288 1245 219 1026 976 50 22800 2774 175 155 106 49 20026 1249 18777 309 259 18468
is_linear=0
shrinkage=0.1


Tree=3889
num_leaves=31
num_cat=0
split_feature=0 4 3 3 7 4 5 6 6 6 6 4 6 3 4 6 3 6 3 6 4 3 3 3 4 4 6 3 7 6
split_gain=4.1145e+11 3.17446e+12 2.99665e+12 2.58459e+12 4.24443e+12 3.82859e+12 8.20212e+12 1.48068e+13 1.29889e+13 6.92271e+12 8.91242e+12 6.55527e+12 6.1899e+12 4.95548e+12 4.57039e+12 3.25799e+12 3.50777e+12 3.25252e+12 3.20907e+12 5.22825e+12 3.15421e+12 2.78414e+12 3.11051e+12 2.71427e+12 2.56954e+12 8.79433e+12 8.68652e+12 6.91167e+12 7.38908e+12 6.92939e+12
threshold=42.965693300000005 17.500000000000004 4.5000000000000009 12.500000000000002 6.0000000000000009 12.500000000000002 2.5000000000000004 83.820000000000007 134.05000000000004 120.05000000000001 114.05000000000001 13.500000000000002 99.050000000000011 9.5000000000000018 15.500000000000002 63.140000000000008 9.5000000000000018 86.920000000000016 6.5000000000000009 61.805000000000007 16.500000000000004 2.5000000000000004 4.5000000000000009 10.500000000000002 11.500000000000002 10.500000000000002 41.990000000000002 8.5000000000000018 6.0000000000000009 57.410000000000004
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 3 -3 5 -5 24 7 14 9 10 21 -9 13 -13 15 -7 -17 -6 19 -16 23 -8 -23 -20 25 -1 -27 28 -26 -29
right_child=-2 2 -4 4 17 6 8 11 -10 -11 -12 12 -14 -15 18 16 -18 -19 20 -21 -22 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=-1154.9006800265308 1.9770439322995625 -12593.10297214674 29405.845862379811 -27345.132032406458 8507.7771341026382 6580.6304339310591 13473.093603515626 55577.364499080883 46635.002744932433 -67734.989656575533 36139.367290900736 -20955.035276442308 65731.764455566401 33104.75359375 29763.200202546301 925.26230462392186 -20982.845529847225 -25806.31598989126 57071.281338778412 -34383.697631835938 3431.4065059267241 -52272.544296875007 -17407.092710017063 12641.373591308595 4707.5372131799768 -45615.49957908348 12166.144693612054 -17159.1797907049 -14709.291434522509 15353.22271514774
leaf_weight=11994 4058099 23 65 95 109 359 24 85 37 24 34 39 20 30 27 192 118 37 44 24 29 30 174 20 270 27 715 88 715 257
leaf_count=11994 4058099 23 65 95 109 359 24 85 37 24 34 39 20 30 27 192 118 37 44 24 29 30 174 20 270 27 715 88 715 257
internal_value=0 -510.859 18428.8 -617.582 -10893.3 -456.523 4714.15 9240.73 -9117.84 -16330.6 -11621.8 35716.1 16747.5 2549.22 3574.41 95.8459 -7413.95 -188.26 19735.2 -423.575 30790 -18744.1 -22534.4 43186.9 -938.081 -501.312 10063.6 -5120.55 -9386.91 7060.2
internal_weight=0 15705 88 15617 241 15376 1310 987 323 286 262 174 89 69 813 669 310 146 144 51 93 228 204 64 14066 12736 742 1330 985 345
internal_count=4073804 15705 88 15617 241 15376 1310 987 323 286 262 174 89 69 813 669 310 146 144 51 93 228 204 64 14066 12736 742 1330 985 345
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=31
num_cat=0
split_feature=0 4 1 1 6 1 0 4 4 4 6 2 1 0 6 6 6 6 4 4 3 3 0 5 6 6 6 5 6 3
split_gain=3.82426e+11 5.13362e+12 4.85658e+12 3.80145e+13 1.28064e+13 8.19641e+12 1.84785e+13 3.16255e+13 5.76343e+13 7.70459e+13 4.76188e+13 2.32078e+13 4.0945e+13 3.02581e+13 2.67182e+13 2.23981e+13 2.23508e+13 2.01517e+13 2.08401e+13 1.76012e+13 1.71774e+13 1.83859e+13 1.42121e+13 1.48132e+13 2.98506e+13 1.40822e+13 1.40161e+13 1.6457e+13 1.18287e+13 1.16408e+13
threshold=45.036141150000006 29.500000000000004 43.80299105000001 44.064675150000006 45.005000000000003 43.047633000000012 44.046956350000009 12.500000000000002 8.5000000000000018 6.5000000000000009 95.045000000000016 9613.5000000000018 43.56803845000001 43.550475500000012 87.395000000000024 93.050000000000011 134.05000000000004 39.810000000000009 9.5000000000000018 1.5000000000000002 1.5000000000000002 4.5000000000000009 43.472751400000007 2.5000000000000004 57.715000000000011 130.05000000000004 118.04500000000002 3.5000000000000004 76.00500000000001 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 5 4 -4 -1 11 8 9 19 -10 12 16 17 -15 -11 -7 -13 22 -8 -20 -22 25 24 -24 -19 27 28 -23 -25
right_child=-2 -3 3 -5 -6 6 7 -9 10 15 -12 13 -14 14 -16 -17 -18 18 20 -21 21 26 23 29 -26 -27 -28 -29 -30 -31
leaf_value=101.66191281930517 -8.9293955405166141 -33668.270138888889 -4268.5816703494429 -249.88995759532281 -21629.737428198394 12495.707857325322 -48012.732590332038 52787.934996677679 -27239.038099006739 42819.291815772915 -149266.21842830881 -5547.6325137193526 -75206.837647405671 -16287.690771722562 -105016.47943412163 146141.5039741848 91802.602964952268 -15239.116170082576 35490.513782392227 -3196.7778938588567 -16124.040914132929 6439.2817431558706 9225.4584747729332 15595.504009779488 -8127.9224010860971 68798.563430059527 -30544.614284324649 45880.692459938749 -13471.442254792026 -6414.0960545395365
leaf_weight=257396 3754876 45 682 38301 1127 2758 90 97 538 239 34 2386 53 410 37 23 36 395 112 3335 903 1192 3825 2677 1338 21 128 88 398 264
leaf_count=257396 3754876 45 682 38301 1127 2758 90 97 538 239 34 2386 53 410 37 23 36 395 112 3335 903 1192 3825 2677 1338 21 128 88 398 264
internal_value=0 105.13 109.896 -918.946 -15084.5 257.926 2139.47 -3672.3 -4958.2 -376.277 -34492.4 3626.81 11865.9 1971.91 -23632.1 51889.6 13517.6 2805.67 4563.1 -4374.42 -2886.67 -4473.32 7029.74 7955.09 4728.3 -10996.8 1352.04 3785.16 1455.34 13619.8
internal_weight=0 318928 318883 40110 1809 278773 21377 4356 4259 3687 572 17021 2847 14174 447 262 2794 13727 11341 3425 2821 2709 8520 8104 5163 416 1806 1678 1590 2941
internal_count=4073804 318928 318883 40110 1809 278773 21377 4356 4259 3687 572 17021 2847 14174 447 262 2794 13727 11341 3425 2821 2709 8520 8104 5163 416 1806 1678 1590 2941
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=31
num_cat=0
split_feature=1 6 6 4 6 4 3 3 4 7 4 6 5 3 6 6 5 6 4 4 4 4 3 6 3 6 5 5 0 4
split_gain=3.69202e+11 3.83361e+12 8.73512e+12 1.89118e+13 2.79737e+13 1.13709e+13 1.9922e+13 1.27408e+13 2.62617e+13 1.65069e+13 1.70479e+13 8.89649e+12 2.20379e+13 3.52372e+13 2.30055e+13 8.61889e+12 2.02195e+13 1.63423e+13 8.25612e+12 8.0193e+12 2.43988e+13 1.7619e+13 1.1061e+13 1.14047e+13 1.10603e+13 3.80321e+13 1.0534e+13 1.04817e+13 2.57956e+13 9.80287e+12
threshold=20.507515800000004 106.49500000000002 118.04500000000002 4.5000000000000009 116.05000000000001 9.5000000000000018 5.5000000000000009 5.5000000000000009 8.5000000000000018 6.0000000000000009 6.5000000000000009 125.02000000000002 3.5000000000000004 3.5000000000000004 120.05000000000001 112.00500000000001 3.5000000000000004 116.05000000000001 7.5000000000000009 8.5000000000000018 7.5000000000000009 9.5000000000000018 3.5000000000000004 189.00000000000003 1.5000000000000002 156.15000000000003 4.5000000000000009 3.5000000000000004 54.73499850000001 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 15 5 7 -7 9 -9 10 -5 12 13 -4 -14 -3 17 -17 -15 20 22 26 24 27 -13 -26 -21 28 -24 -29
right_child=-2 2 11 4 -6 6 -8 8 -10 -11 -12 19 14 18 -16 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=782.11899573967173 -2.1281000982463611 61268.250643382351 78212.086616847824 -41693.941692073175 -140282.27840401788 67966.336428571434 -33645.753805187138 52079.285044642864 -79051.002148437503 -18287.9259375 -140894.04640625001 1618.7066932091348 153957.75443892047 -62005.071394230778 7629.2177362351185 -107319.66839657738 60759.588037109381 16010.602343750001 -7276.0664852061163 97588.05213541667 -116739.91225142046 -6195.6102618781888 -14548.320393668831 58298.231801470596 -127252.80263935812 25696.321228448276 14465.333064516131 1890.9899890988372 94761.414143880218 -66887.304999389657
leaf_weight=18983 4053548 34 46 41 21 35 43 42 24 85 30 52 22 39 21 21 32 22 94 30 22 196 77 34 37 29 31 43 30 40
leaf_count=18983 4053548 34 46 41 21 35 43 42 24 85 30 52 22 39 21 21 32 22 94 30 22 196 77 34 37 29 31 43 30 40
internal_value=0 425.866 -4886.59 -16485 -28705.7 -20895.3 11949.4 -32435.3 4395.54 -48017.6 -83609.5 1029.58 18211.2 2768.76 82495 19504.1 571.027 -44220.5 -23324.4 -5112.65 -14661.2 8411.39 -8094.75 4957.96 -32872.8 -60047.9 55345.4 -4587.15 16099.3 -31255.2
internal_weight=0 20256 1273 430 321 300 78 222 66 156 71 843 222 179 43 109 75 43 133 621 364 257 342 224 118 66 61 190 107 83
internal_count=4073804 20256 1273 430 321 300 78 222 66 156 71 843 222 179 43 109 75 43 133 621 364 257 342 224 118 66 61 190 107 83
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=31
num_cat=0
split_feature=1 6 6 3 0 4 0 1 0 3 5 3 0 4 1 4 4 0 1 5 5 4 0 4 6 3 1 0 3 4
split_gain=3.5953e+11 3.53188e+12 3.42926e+13 4.49368e+13 4.32593e+13 4.99813e+13 2.2487e+13 3.8515e+13 2.90314e+13 4.13e+13 2.06392e+13 2.03061e+13 2.0034e+13 3.14315e+13 1.94638e+13 1.90798e+13 2.94846e+13 3.01321e+13 1.53124e+13 1.43717e+13 1.307e+13 2.08856e+13 2.20027e+13 1.6987e+13 2.14247e+13 1.19327e+13 1.12736e+13 1.16499e+13 1.07894e+13 2.58644e+13
threshold=30.315889700000003 120.05000000000001 116.05000000000001 6.5000000000000009 59.864072000000007 21.500000000000004 59.963561900000009 30.242318500000007 59.91832440000001 3.5000000000000004 3.5000000000000004 12.500000000000002 60.028671700000011 5.5000000000000009 30.303340300000002 11.500000000000002 7.5000000000000009 54.724612400000005 30.303340300000002 4.5000000000000009 3.5000000000000004 6.5000000000000009 59.939085000000013 9.5000000000000018 118.04500000000002 16.500000000000004 30.226173900000003 59.982409200000006 11.500000000000002 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 2 -1 6 5 -5 7 15 9 -9 12 14 -8 -14 26 16 -4 -18 28 25 23 22 -22 24 -10 -13 -6 -28 29 -3
right_child=-2 18 3 4 11 -7 10 8 20 -11 -12 19 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-96.462165079013005 6.5955834230328492 229.16948890079689 -26818.571201785177 174206.51070075759 -70025.867009943177 -1193.0792572021485 21045.855740906762 -23915.514136904763 -110410.13610665459 -202279.58494944853 64860.885922162961 105577.49655859376 -3494.1928168402783 -155211.09644886365 -113296.37458683895 -85714.041970486112 139323.52578125001 -1137.7341982886905 20329.349383778092 -39168.804101562499 -130526.56734730116 64795.929315476191 -4241.5907833614865 -119839.33778257978 1991.640765806686 17507.965692138674 -39564.570107421874 62831.142820312503 -21837.434371615876 49632.458430397732
leaf_weight=186753 3882433 2894 207 33 22 32 61 21 28 34 39 25 36 22 26 36 24 42 445 24 22 21 37 47 43 40 20 25 202 110
leaf_count=186753 3882433 2894 207 33 22 32 61 21 28 34 39 25 36 22 26 36 24 42 445 24 22 21 37 47 43 40 20 25 202 110
internal_value=0 -133.808 -193.72 -18976.7 17828.2 87855.9 -31602.9 -40973.3 -69904.5 -134177 1727.45 -7181.77 -18963.3 -61042 -39857.9 -17285.3 -8261.77 49939.1 2946.64 26963 -52051 -20847.6 -51330.9 -73205.9 -42335.8 51380.9 -11359.4 17321.9 533.882 2038.21
internal_weight=0 191371 187720 967 247 65 720 562 253 55 158 182 119 58 93 309 273 66 3651 89 198 80 59 118 71 65 67 45 3206 3004
internal_count=4073804 191371 187720 967 247 65 720 562 253 55 158 182 119 58 93 309 273 66 3651 89 198 80 59 118 71 65 67 45 3206 3004
is_linear=0
shrinkage=0.1


Tree=3893
num_leaves=31
num_cat=0
split_feature=6 5 0 6 4 4 4 1 3 1 4 0 1 1 3 0 4 3 3 6 7 1 4 6 0 1 6 4 0 0
split_gain=3.97719e+11 3.90489e+12 5.39347e+12 6.66885e+12 2.45582e+13 2.49842e+13 2.38199e+13 1.37761e+13 9.41738e+12 1.47062e+13 1.02635e+13 1.51369e+13 8.9486e+12 1.96658e+13 1.08209e+13 1.00057e+13 8.57546e+12 7.77626e+12 6.15437e+12 1.68237e+13 1.41248e+13 8.37385e+12 2.68808e+13 3.52665e+13 4.86584e+13 5.86568e+12 5.42608e+12 6.12898e+12 4.81554e+12 8.27797e+12
threshold=125.02000000000002 2.5000000000000004 43.051287600000009 134.05000000000004 25.500000000000004 6.5000000000000009 10.500000000000002 39.718675700000013 6.5000000000000009 65.574968200000015 18.500000000000004 59.848366150000011 30.410676000000006 39.069277450000008 3.5000000000000004 54.724612400000005 25.500000000000004 3.5000000000000004 13.500000000000002 247.90000000000001 6.0000000000000009 30.509101000000005 4.5000000000000009 247.90000000000001 59.939085000000013 41.966773150000002 247.90000000000001 8.5000000000000018 43.051287600000009 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -7 17 10 11 -10 14 -14 15 -4 18 -8 21 20 -20 22 -5 24 -24 -15 27 -2 -3 -30
right_child=1 28 3 16 -6 6 8 -9 9 -11 -12 -13 13 25 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.1065592405438318 -4216.928311011905 5630.9009330190656 38062.279119318184 56638.745868278951 -72250.710909598216 50171.32520380435 23894.626775896992 154620.50775669643 -109781.67914062501 80267.974462890634 38066.785416666673 13250.371079101562 -107836.14456521739 44319.899367559527 78507.834375000006 -58440.067261904762 59434.269170673077 102126.36113281251 107290.35660807294 -20863.797866509885 15500.910698499179 2286.1187188544013 -211485.51165364587 -2078.3895405016447 -5592.8540838068184 -26737.880979567308 45.025368274097715 -77498.236765624999 -9256.0967651367191 -500.50307914022255
leaf_weight=4033928 21 1215 22 34 28 23 27 28 20 20 21 20 23 21 21 21 26 24 30 49 38 1589 24 76 22 26 71 25 1114 35197
leaf_count=4033928 21 1215 22 34 28 23 27 28 20 20 21 20 23 21 21 21 26 24 30 49 38 1589 24 76 22 26 71 25 1114 35197
internal_value=0 -314.265 3640.13 4736.74 17520.9 25450.3 49473.4 107516 27047.9 5853.53 -18544.7 -48265.7 -7357.5 -32067.1 19668.6 -9066.77 2400.64 60709.6 1604.26 23807 55996.3 115.592 -21993.2 -43907 -113015 5011.34 -17289 -44043.7 -561.903 -769.12
internal_weight=0 39876 2350 2233 345 317 183 51 132 81 61 40 134 70 64 43 1888 51 1862 117 68 1745 156 122 46 47 117 46 37526 36311
internal_count=4073804 39876 2350 2233 345 317 183 51 132 81 61 40 134 70 64 43 1888 51 1862 117 68 1745 156 122 46 47 117 46 37526 36311
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=31
num_cat=0
split_feature=5 4 6 4 6 6 3 0 6 6 7 2 0 6 1 4 4 4 6 1 0 4 3 6 6 1 1 6 4 6
split_gain=3.73378e+11 3.44306e+12 5.86891e+12 5.64797e+12 1.18745e+13 1.93894e+13 8.03704e+12 7.0972e+12 6.06573e+12 1.24602e+13 1.04831e+13 8.9989e+12 8.41222e+12 5.95133e+12 4.01957e+12 1.60646e+13 9.36507e+12 1.23525e+13 2.14198e+13 2.1475e+13 3.89184e+13 1.57483e+13 1.00724e+13 8.81321e+12 2.25071e+13 3.38672e+13 8.45398e+12 1.09163e+13 2.84014e+13 4.0685e+13
threshold=4.5000000000000009 25.500000000000004 116.05000000000001 23.500000000000004 138.05000000000004 118.04500000000002 7.5000000000000009 45.029425500000009 156.15000000000003 189.00000000000003 6.0000000000000009 3191.5000000000005 45.125532050000011 106.49500000000002 45.126607350000008 21.500000000000004 19.500000000000004 16.500000000000004 156.15000000000003 60.590708550000009 55.043091000000011 17.500000000000004 15.500000000000002 15.450000000000001 30.985000000000003 61.335446300000008 43.80299105000001 106.49500000000002 8.5000000000000018 130.05000000000004
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 3 -3 14 5 6 -5 -6 10 11 -9 -10 -11 -8 26 16 17 22 21 -20 -21 -19 23 -16 25 -25 -2 -28 29 -29
right_child=1 2 -4 4 7 -7 13 8 9 12 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.8024296578236556 -331.65324062271134 -62610.274660326089 8079.7707031250002 -28302.407812500001 48102.308998842593 124675.47752130682 76389.539437500003 -86007.636616847827 -5037.9242733226101 5239.8638020833341 420.62980685763887 65347.77944711539 -73302.853476562508 12117.296401079964 -45610.858784054493 83764.723307291672 -29879.67171365489 121151.02618963069 -73723.207327586206 -37988.099266387195 106714.64457720588 27288.097355769234 -60592.810096153851 168860.75859863282 1591.0421497105897 -15169.801943969727 -31131.794895135787 101963.31991319446 -46751.98481732537 -3086.5795864928004
leaf_weight=4059415 6889 23 24 25 27 22 25 23 34 30 36 39 25 34 39 24 92 33 29 41 34 39 26 20 6175 20 210 45 102 204
leaf_count=4059415 6889 23 24 25 27 22 25 23 34 30 36 39 25 34 39 24 92 33 29 41 34 39 26 20 6175 20 210 45 102 204
internal_value=0 508.5 -26513.2 597.053 13733.3 41104 19216.3 175.831 -6744.03 5483.58 -33271.7 32565.4 -30461.4 39351.3 297.267 2099.93 1800.61 2252.06 28380.9 -646.03 27610.5 70308.6 1519.79 1778.01 2075.38 76845.5 -1292.95 -13097.5 -2307.74 15898.3
internal_weight=0 14389 47 14342 320 106 84 214 187 128 59 73 55 59 14022 6572 6548 6456 176 104 75 72 6280 6254 6215 40 7450 561 351 249
internal_count=4073804 14389 47 14342 320 106 84 214 187 128 59 73 55 59 14022 6572 6548 6456 176 104 75 72 6280 6254 6215 40 7450 561 351 249
is_linear=0
shrinkage=0.1


Tree=3895
num_leaves=31
num_cat=0
split_feature=1 7 6 6 6 6 3 4 1 3 4 5 3 6 6 3 6 6 6 6 4 6 6 6 6 3 4 5 6 4
split_gain=3.57729e+11 1.56568e+12 5.39998e+12 9.46104e+12 4.28229e+12 4.16517e+12 5.20567e+12 3.40262e+12 3.11267e+12 1.33292e+13 1.27806e+13 9.04585e+12 2.83921e+12 3.51782e+12 2.80281e+12 2.78446e+12 1.00318e+13 6.71296e+12 6.64571e+12 1.49453e+13 6.43522e+12 1.38334e+13 9.26852e+12 8.20381e+12 1.41643e+13 1.4148e+13 1.2692e+13 2.41403e+13 1.10334e+13 7.61161e+12
threshold=113.48479755000001 6.0000000000000009 63.140000000000008 96.050000000000011 62.625000000000007 87.395000000000024 4.5000000000000009 9.5000000000000018 118.02765200000002 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 60.910000000000004 39.995000000000012 7.5000000000000009 112.00500000000001 40.490000000000002 89.00500000000001 91.02500000000002 12.500000000000002 100.05000000000001 105.00500000000001 125.02000000000002 128.05000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 149.05000000000004 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 15 4 5 12 8 -7 -5 -4 10 -10 -12 14 -14 -3 20 17 -17 -19 -20 22 29 -2 25 -25 -24 27 -26 -28 -22
right_child=1 2 3 7 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 18 19 -21 21 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=-2.384302747387709 130.60552522622899 33976.999836282172 17004.915340887332 -44214.829827008929 -49983.623757102272 6978.5805575284094 75019.345414402182 -3195.1776041666672 -39215.08726917614 -40664.853653067134 18735.685742187499 104466.39937500001 -8293.2557150819484 19158.53015884088 -1364.5219349254262 16532.209938808501 -27272.691038602941 849.71206881484034 83434.269455645175 8604.7871851603195 -11105.807426179746 -69096.269736842107 37488.829443868002 -74477.344389204547 -15379.843734375001 -47173.808962180396 19516.520960021975 123588.5516875 -29969.565439214944 28588.7346875
leaf_weight=4047600 20802 34 204 42 22 22 23 39 22 54 32 20 986 49 66 406 102 2098 31 192 397 38 192 22 25 22 100 25 82 55
leaf_count=4047600 20802 34 204 42 22 22 23 39 22 54 32 20 986 49 66 406 102 2098 31 192 397 38 192 22 25 22 100 25 82 55
internal_value=0 368.292 -2647.85 6542.75 -6285.97 13204.8 41755 -24464.6 9335.06 -2888.78 24677.5 51709 -5438.96 -6993.61 10651.6 566.392 3517.69 4669.36 2594.26 19007.1 182.696 -11147.5 443.712 14360.9 2208.13 28785.2 9480.02 54104.4 -2779.41 -6275.72
internal_weight=0 26204 1615 458 1157 377 45 81 332 128 74 52 1135 1035 100 24589 2829 2727 2321 223 21760 490 21270 468 254 214 232 50 182 452
internal_count=4073804 26204 1615 458 1157 377 45 81 332 128 74 52 1135 1035 100 24589 2829 2727 2321 223 21760 490 21270 468 254 214 232 50 182 452
is_linear=0
shrinkage=0.1


Tree=3896
num_leaves=31
num_cat=0
split_feature=4 1 1 3 6 6 1 4 0 3 6 4 0 1 4 3 7 3 1 3 6 3 6 3 3 6 6 3 3 6
split_gain=3.56113e+11 4.02747e+12 7.32153e+12 4.30033e+13 3.33249e+13 1.16495e+13 4.65055e+12 8.47532e+12 4.68483e+12 4.98613e+12 4.83238e+12 8.64929e+12 8.147e+12 4.43163e+12 2.38829e+13 4.06101e+12 5.28676e+12 4.08108e+12 3.03728e+12 7.16919e+12 3.95217e+12 3.65755e+12 7.64112e+12 2.50153e+12 1.28277e+13 1.27207e+13 5.34082e+12 3.52422e+12 9.62307e+12 5.33404e+12
threshold=36.500000000000007 37.563506350000004 37.543519500000009 12.500000000000002 65.805000000000021 52.990000000000002 37.534144550000008 38.500000000000007 55.834019500000004 35.500000000000007 51.405000000000008 37.500000000000007 55.759969450000007 37.649344350000007 37.500000000000007 8.5000000000000018 6.0000000000000009 19.500000000000004 37.631035900000008 3.5000000000000004 49.895000000000003 19.500000000000004 61.425000000000004 6.5000000000000009 5.5000000000000009 93.050000000000011 49.895000000000003 16.500000000000004 15.500000000000002 50.010000000000012
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 6 -4 5 -5 8 -8 9 10 11 -2 -12 14 -3 -13 -17 -18 20 -20 -16 22 -22 24 25 -15 -26 28 -25 -30
right_child=1 13 3 4 -6 -7 7 -9 -10 -11 12 15 -14 23 18 16 17 -19 19 -21 21 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=-0.77094274872188162 -59013.017620354731 95387.307756273673 -146109.76868489583 -94029.319804687504 117967.735234375 7485.8846379206734 57333.627412683825 -24705.375664062503 -37648.797504625829 47616.594921875003 82.068425832281775 -38363.227805397728 63902.448795572913 -4811.2310558580375 12920.380110319369 48262.207963867193 19689.386216517858 -17295.824128678702 -11086.077166193183 71638.288203125005 -45455.491579026449 -50123.470365397137 25688.207736545141 4995.9857705222721 -7913.1557065217394 72386.833343750011 -68388.768671875005 -297.47086033615165 6572.5462890625004 68810.248828124997
leaf_weight=4071036 37 33 24 20 20 26 34 20 38 20 421 33 21 146 91 20 42 103 22 20 26 24 36 439 23 25 40 903 21 40
leaf_count=4071036 37 33 24 20 20 26 34 20 38 20 421 33 21 146 91 20 42 103 22 20 26 24 36 439 23 25 40 903 21 40
internal_value=0 1133.87 -4457.97 -31480.4 10203.1 -36651.2 -1375.57 26948.8 -3456.54 -1592.4 -3046.14 -14632.9 3114.26 3735.9 16080.9 -6339.69 65.0212 -6582.87 4130.58 28306.5 -1606.08 -16977.1 -4146.25 1835.51 -7736.42 6475.04 -46310.4 3431.97 10167.3 47384.2
internal_weight=0 2768 879 90 66 46 789 54 735 697 677 235 442 1889 252 198 165 145 219 42 177 86 62 1637 234 171 63 1403 500 61
internal_count=4073804 2768 879 90 66 46 789 54 735 697 677 235 442 1889 252 198 165 145 219 42 177 86 62 1637 234 171 63 1403 500 61
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 6 4 6 4 6 6 1 3 1 3 1 1 1 3 3 6 4 4 5 3 6 6 6
split_gain=3.48467e+11 1.1232e+13 4.83811e+13 3.94008e+13 3.94611e+13 3.05181e+13 3.30303e+13 4.85813e+13 2.96586e+13 2.73301e+13 2.33163e+13 3.43592e+13 2.85261e+13 2.63429e+13 4.28926e+13 2.07276e+13 3.48781e+13 5.48984e+13 2.23558e+13 2.06047e+13 3.74763e+13 4.84354e+13 2.36837e+13 3.748e+13 9.38725e+13 1.92069e+13 1.85538e+13 4.05174e+13 2.58146e+13 5.51625e+13
threshold=55.93962770000001 55.972700350000004 37.534144550000008 37.425454150000007 75.000000000000014 2865.5000000000005 38.011626600000007 66.010000000000005 19.500000000000004 86.030000000000015 17.500000000000004 63.855000000000011 94.02500000000002 37.46219940000001 7.5000000000000009 37.804148700000006 5.5000000000000009 37.729575300000008 37.873748150000004 37.517483500000004 8.5000000000000018 13.500000000000002 78.010000000000005 9.5000000000000018 16.500000000000004 2.5000000000000004 4.5000000000000009 47.005000000000003 60.605000000000011 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 6 9 -8 10 -4 13 -12 -13 14 -6 16 -11 -18 -17 22 -21 -22 -15 -24 -25 26 27 -2 -28 -30
right_child=1 -3 5 4 8 -7 7 -9 -10 15 11 12 -14 19 -16 18 17 -19 -20 20 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-18.969946461631217 2147.8993829795131 9.6174190143143505 -967.79774093908679 -12520.02381757488 38185.291038637653 -15457.407199179912 6313.557207296406 53554.566448606929 -8605.4944603763415 -101776.61739457294 24179.913468597631 129178.83730969553 246.3952459161932 16597.859854148945 174026.635625 58823.685039062497 100074.60523976294 -77146.740518465915 -26081.70633138021 9438.6192494537881 126672.95932904413 9888.892686987705 -115137.0486545139 166313.84315655049 -57551.386570079289 -15055.473313340784 5940.6539963894093 55923.441117582777 -173919.77506510419 -14432.906288879394
leaf_weight=2867466 421 1190251 7068 361 331 1320 1731 249 268 82 141 78 22 1196 25 40 29 44 138 177 85 61 36 26 67 561 1071 210 24 225
leaf_count=2867466 421 1190251 7068 361 331 1320 1731 249 268 82 141 78 22 1196 25 40 29 44 138 177 85 61 36 26 67 561 1071 210 24 225
internal_value=0 45.0916 2669.77 10399.8 18396 -1220.88 782.343 12254.5 22837.2 -2286.81 26590.7 55978.2 100814 23056.6 47724.7 -30283.2 -57019.2 -6743.74 -7001.84 17727.8 40374.8 77879.6 12207 -28501.7 5034.59 1251.21 5940.11 20044.7 -802.302 -29805.1
internal_weight=0 1.20634e+06 16087 5386 2874 10701 9381 1980 2513 7401 2245 241 100 2004 356 333 155 73 178 1648 323 146 1325 129 93 2512 1951 631 1320 249
internal_count=4073804 1206338 16087 5386 2874 10701 9381 1980 2513 7401 2245 241 100 2004 356 333 155 73 178 1648 323 146 1325 129 93 2512 1951 631 1320 249
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=31
num_cat=0
split_feature=1 1 4 0 7 0 4 6 4 6 6 0 6 4 6 0 5 6 6 0 0 4 6 6 0 6 6 6 3 6
split_gain=3.69583e+11 2.61194e+13 1.7865e+13 5.16519e+13 3.82868e+13 6.37047e+13 2.63272e+13 1.78162e+13 2.24407e+13 2.05637e+13 1.88696e+13 1.70671e+13 1.60393e+13 1.57047e+13 4.72728e+13 3.92247e+13 2.26679e+13 2.14939e+13 2.59595e+13 3.0421e+13 2.83475e+13 2.43446e+13 1.82626e+13 1.79673e+13 2.34082e+13 2.10534e+13 1.72374e+13 1.67674e+13 1.54645e+13 2.13835e+13
threshold=39.843340650000009 39.873894000000007 8.5000000000000018 57.60122925000001 6.0000000000000009 57.634352600000007 12.500000000000002 40.490000000000002 13.500000000000002 76.00500000000001 62.375000000000007 57.634352600000007 116.05000000000001 6.5000000000000009 103.03500000000001 44.739668300000005 2.5000000000000004 156.15000000000003 69.605000000000004 44.685196900000008 57.57007620000001 5.5000000000000009 68.515000000000015 103.03500000000001 57.634352600000007 97.020000000000024 60.005000000000003 85.020000000000024 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 13 12 7 6 -6 -5 10 -10 -9 -12 -4 17 15 -15 22 18 -2 -20 -21 23 26 24 25 -22 -17 -24 29 -25
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 -13 -14 14 -16 16 -18 -19 19 20 21 -23 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-32.476482258792707 1476.5383086419988 -0.8224275803778367 2994.5249987382504 -6165.8411510836704 95007.122026090801 -1074.310953670353 10791.04955295139 17682.0978748165 9465.1791597099709 -63949.287141927089 64336.262492594789 4279.9544089395495 -84616.698958333349 -122331.37506300404 82556.675279017858 1106.1785255146538 -33611.297946552368 -78488.68017578125 112341.33474264707 -19294.717193974448 30055.032292650565 75284.22989774817 46449.01020756091 -47456.91921037947 -14895.287225341797 114638.86008300782 -27002.608653358358 -46884.568098250682 -100209.60320312501 62038.389364919363
leaf_weight=1883763 6635 2174960 4223 310 212 154 45 463 186 48 211 61 21 31 56 748 293 32 34 181 366 85 118 42 112 32 308 23 20 31
leaf_count=1883763 6635 2174960 4223 310 212 154 45 463 186 48 211 61 21 31 56 748 293 32 34 181 366 85 118 42 112 32 308 23 20 31
internal_value=0 27.9346 4175.24 8448.43 23233.2 49785.1 80261.1 14700.8 21376.5 -5594.2 29963 50867.8 2561.01 1403.06 -7675.3 -10997.5 -8681.11 3294.28 3641.47 19548.8 15918.2 25182.1 -2578.73 18119.6 25490.8 36855.7 -7092.22 31224.4 -22303.1 -958.911
internal_weight=0 2.19004e+06 15081 5934 1690 411 257 1279 969 234 735 272 4244 9147 1577 1521 1490 7570 7538 903 869 688 1197 603 510 398 1056 141 93 73
internal_count=4073804 2190041 15081 5934 1690 411 257 1279 969 234 735 272 4244 9147 1577 1521 1490 7570 7538 903 869 688 1197 603 510 398 1056 141 93 73
is_linear=0
shrinkage=0.1


Tree=3899
num_leaves=31
num_cat=0
split_feature=2 0 1 5 4 4 3 6 6 1 2 1 1 2 3 1 2 1 0 6 0 0 0 0 4 6 6 6 1 6
split_gain=3.49827e+11 2.34769e+12 7.96362e+12 8.69269e+12 1.13145e+13 1.46281e+13 1.93478e+13 1.41773e+13 1.18539e+13 2.32049e+13 9.88412e+12 9.33044e+12 1.12768e+13 8.37965e+12 8.28391e+12 8.88931e+12 1.62503e+13 3.87858e+13 2.31804e+13 2.15179e+13 2.14736e+13 1.78139e+13 2.47463e+13 1.74729e+13 3.50166e+13 1.53057e+13 4.75894e+13 3.02796e+13 1.40441e+13 1.35952e+13
threshold=3338.0000000000005 57.670849000000011 59.999510900000011 3.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 138.05000000000004 105.00500000000001 33.882313700000005 4395.5000000000009 56.128886000000001 30.509101000000005 5444.0000000000009 9.5000000000000018 30.624707450000006 4137.5000000000009 33.882313700000005 59.933037250000005 97.020000000000024 60.042359000000012 59.882709350000006 59.764576050000009 60.034792100000011 5.5000000000000009 118.04500000000002 112.00500000000001 156.15000000000003 30.084656550000002 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 14 5 6 11 8 9 -7 -8 12 -5 -14 15 25 17 18 19 21 23 22 -17 -20 -25 26 28 -27 -3 -23
right_child=1 2 -4 4 -6 7 10 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 20 -21 -22 29 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-24.394291525279041 -3.2662597730620053 -535.10061409160255 -1377.4847367745522 -26017.282607886907 6499.0590584984438 -103741.72500813803 -77068.481293402772 -107347.5806547619 26831.568296851183 -11349.405165223819 -12430.477826370019 -25546.002295170998 53823.397194505778 15290.543568733947 -1452.8718169024789 -10313.294009371481 768.82207487015091 -40465.618102337197 5425.3171038953678 -98950.964261568515 -12571.066548161187 -15032.867584621315 11918.865558008265 -5397.7242633928581 98249.701247118355 -99000.974375000005 149585.82445845171 47058.558309659093 4240.7110404682162 -94252.812890625006
leaf_weight=2406287 1508919 9859 21724 42 4488 36 36 21 41 111 69 49 92 146 18224 1311 79922 283 2571 26 686 1414 810 70 61 40 22 22 16400 22
leaf_count=2406287 1508919 9859 21724 42 4488 36 36 21 41 111 69 49 92 146 18224 1311 79922 283 2571 26 686 1414 810 70 61 40 22 22 16400 22
internal_value=0 35.2018 401.192 683.495 4721.62 -7684.55 2782.31 -29419.6 -20714.8 -33976.1 -34592.1 14710.3 21755.2 30185.6 526.222 843.94 357.495 -4174.37 -2701.06 -8308.46 3229.08 -7645.9 -1822.94 7240.52 42865.6 2453.72 2570.79 -47173.4 2447.62 -16246.5
internal_weight=0 1.66752e+06 158598 136874 5131 643 434 209 188 147 105 329 280 238 131743 113519 87176 7254 6971 3583 3388 3557 2121 2702 131 26343 26281 62 26259 1436
internal_count=4073804 1667517 158598 136874 5131 643 434 209 188 147 105 329 280 238 131743 113519 87176 7254 6971 3583 3388 3557 2121 2702 131 26343 26281 62 26259 1436
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=31
num_cat=0
split_feature=0 3 0 6 4 6 3 1 1 4 0 6 4 1 3 6 6 1 6 6 6 3 1 0 4 3 5 6 5 1
split_gain=4.51044e+11 3.19806e+12 8.22295e+12 3.25258e+13 2.71972e+13 3.23825e+13 1.67643e+13 1.98901e+13 1.90189e+13 1.82574e+13 1.67602e+13 1.29793e+13 2.44115e+13 4.29931e+13 2.76566e+13 1.90474e+13 2.10205e+13 1.89987e+13 1.19805e+13 1.69176e+13 2.79219e+13 1.2581e+13 1.1064e+13 2.31659e+13 2.80382e+13 1.10462e+13 1.07784e+13 9.81012e+12 9.68465e+12 1.00994e+13
threshold=60.034792100000011 4.5000000000000009 60.05226170000001 134.05000000000004 8.5000000000000018 66.990000000000023 1.5000000000000002 30.330566300000005 30.303340300000002 5.5000000000000009 60.042359000000012 65.410000000000011 24.500000000000004 30.260128500000004 3.5000000000000004 88.825000000000003 82.00500000000001 30.345769800000003 69.015000000000015 85.020000000000024 100.05000000000001 2.5000000000000004 30.226173900000003 60.042359000000012 16.500000000000004 2.5000000000000004 3.5000000000000004 149.05000000000004 1.5000000000000002 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -10 -7 -6 14 -14 18 16 22 -15 21 -20 26 -13 -16 24 -24 -9 -21 -5 -2 -30
right_child=1 -3 -4 27 11 6 7 25 9 -11 -12 12 13 17 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=5.6682978965138071 23955.939542891341 -705.35107559900644 -122.48230251005373 -118432.36846064817 3607.2220938867281 174896.28539062501 22840.13088235294 53696.913847656251 164932.21618923612 40610.018526785716 57479.948198084676 -34866.598779296874 112835.92080592107 -78075.837025669651 -39101.93848505435 88443.762239583346 -66570.28126953126 7640.8179924417536 -11038.915215135261 -64873.47500244141 9761.8783125000009 -115067.2912172379 166181.36477581522 -12920.000090843023 4287.4338867187498 -36952.287366615856 -145371.0650297619 -27301.339571707591 -6944.4964321923007 20495.356005144818
leaf_weight=3958919 328 59389 48217 27 4951 20 51 20 27 21 31 53 38 28 23 30 35 338 335 80 50 31 23 43 20 41 21 21 388 205
leaf_count=3958919 328 59389 48217 27 4951 20 51 20 27 21 31 53 38 28 23 30 35 338 335 80 50 31 23 43 20 41 21 21 388 205
internal_value=0 -195.329 350.471 3483.38 4028 18263.4 53599.6 37685.8 65361.9 110541 103526 1385.86 -8194.27 11594.6 -18939.9 15956.1 854.553 1083.26 -29592.3 -23565 -51354.8 -64464.5 22504.7 38980.9 90881.9 -7231.24 -81610.6 -78562.5 10167.9 2541.46
internal_weight=0 114885 55496 7279 7231 1132 211 160 99 48 51 6099 1148 404 744 174 144 366 570 486 151 84 109 86 43 61 101 48 921 593
internal_count=4073804 114885 55496 7279 7231 1132 211 160 99 48 51 6099 1148 404 744 174 144 366 570 486 151 84 109 86 43 61 101 48 921 593
is_linear=0
shrinkage=0.1


Tree=3901
num_leaves=31
num_cat=0
split_feature=1 6 0 0 0 2 6 6 4 2 3 4 2 0 4 6 2 6 3 5 3 0 4 2 4 4 4 3 3 6
split_gain=3.67335e+11 1.4498e+12 2.34978e+12 8.83514e+12 1.87773e+12 5.21187e+12 3.47492e+12 6.36046e+12 6.13362e+12 9.32307e+12 5.40929e+12 3.94621e+12 3.49944e+12 2.47791e+12 4.17029e+12 3.25996e+12 2.33855e+12 2.20441e+12 2.43499e+12 2.04096e+12 5.10025e+12 2.09006e+12 3.27574e+12 3.01299e+12 2.68637e+12 2.61544e+12 2.59319e+12 2.57724e+12 2.00332e+12 2.44524e+12
threshold=113.48479755000001 37.995000000000012 44.046956350000009 48.179569850000007 51.707269950000004 9907.0000000000018 31.995000000000001 34.905000000000008 5.5000000000000009 7912.5000000000009 5.5000000000000009 16.500000000000004 4829.0000000000009 52.02416370000001 8.5000000000000018 32.005000000000003 7912.5000000000009 28.005000000000006 4.5000000000000009 2.5000000000000004 2.5000000000000004 60.753246850000004 10.500000000000002 10876.500000000002 15.500000000000002 3.5000000000000004 11.500000000000002 2.5000000000000004 7.5000000000000009 15.450000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 -8 9 -9 12 16 -2 14 15 17 -10 -6 -19 21 -21 22 23 25 -24 -15 28 -25 29 -23
right_child=1 2 3 -5 13 -7 7 8 11 -11 -12 -13 -14 19 -16 -17 -18 18 -20 20 -22 26 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-2.4161062454217532 2441.7542830460557 33385.98032670455 -48810.645041232638 770.86929257886629 -13488.521850585938 12483.369042004115 17633.929636425182 -89447.752362351195 34306.564494554928 -6803.3911608573726 -48595.448346819205 -35947.966601562504 -26503.739077189817 -17759.211052812851 -31459.444095284598 -14232.443117065432 633.95496892755682 3073.3893702561295 33308.138556985294 -7245.9978185705231 50547.454236778845 11325.774221876192 49172.292236328125 13094.565631042482 6214.5817778716219 -1811.5428698637606 -24444.952154447117 390.29907089164357 10404.018869493273 -6724.998450508765
leaf_weight=4047600 143 22 36 21440 56 348 163 21 33 39 35 20 59 112 70 200 55 123 34 37 26 82 24 250 37 1257 65 442 90 885
leaf_count=4047600 143 22 36 21440 56 348 163 21 33 39 35 20 59 112 70 200 55 123 34 37 26 82 24 250 37 1257 65 442 90 885
internal_value=0 373.204 721.218 687.756 -1216.6 2846.55 -3057.69 3560.79 -10093.5 -35728.9 -12301.2 4148.38 -6012.62 -2198.62 -8889.24 -5063.78 13261.2 3545.29 9621.04 -1221.42 16605.3 -1567.63 278.081 -397.859 23116 -3116.25 -5058.35 4979.99 -3866.18 -5194.32
internal_weight=0 26204 21498 21476 4706 916 568 331 168 60 237 108 202 3790 483 413 88 213 157 3307 63 3244 2122 2061 61 1369 1122 692 1057 967
internal_count=4073804 26204 21498 21476 4706 916 568 331 168 60 237 108 202 3790 483 413 88 213 157 3307 63 3244 2122 2061 61 1369 1122 692 1057 967
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 5 3 1 6 6 4 1 1 1 1 5 6 5 0 3 1 4 1 5 6 1 1 1 0 6
split_gain=3.63705e+11 2.93517e+12 1.54898e+13 1.43742e+13 1.00831e+13 1.01564e+13 1.41216e+13 2.15868e+13 7.61394e+12 7.29932e+12 1.50375e+13 1.55705e+13 9.29135e+12 6.52495e+12 9.79556e+12 6.65344e+12 8.63612e+12 6.2755e+12 1.51333e+13 1.58948e+13 1.58341e+13 1.28001e+13 1.03252e+13 8.75107e+12 1.52123e+13 1.76336e+13 3.36772e+13 2.76347e+13 1.40176e+13 1.26625e+13
threshold=3.5000000000000004 44.878071950000013 44.895258050000002 37.318079750000003 37.740454950000007 2.5000000000000004 2.5000000000000004 33.882313700000005 99.050000000000011 73.995000000000019 2.5000000000000004 37.343102500000008 37.331232350000008 37.343102500000008 38.109452700000006 1.5000000000000002 57.995000000000012 4.5000000000000009 43.550475500000012 1.5000000000000002 39.723160900000003 2.5000000000000004 39.718675700000013 3.5000000000000004 156.15000000000003 39.723160900000003 39.763755750000009 39.625203600000013 43.687280500000007 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -8 -3 12 11 -11 -7 15 -15 -5 -17 23 21 20 -20 -19 -21 29 25 27 -27 -25 -26 -6
right_child=-2 2 -4 13 17 6 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 19 22 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=4794.5947877929011 -7.4120736346492855 -23901.95843849584 64.043588772749047 -17438.555282521804 626.70988373678563 70529.476044694762 126753.94375000001 -7369.0968457031258 -84410.217613636371 -47564.978040081529 -42668.114582104958 47107.205479753524 14858.118231871635 -51539.977360372344 -853.78136481861077 55897.729585988905 -457.39745342548076 17952.020396686421 -24456.826528532609 4429.1538793103455 89448.467728365387 93227.598426942568 -76258.481986607148 -10446.764338775374 -103950.15043945314 88875.043312872032 -5041.0291438947406 -105851.72606707318 -257.63948863636364 39777.726056570034
leaf_weight=1438 3837650 380 215030 43 17579 43 30 20 22 23 53 71 99 47 202 57 52 58 23 29 26 37 35 117 32 42 420 41 22 83
leaf_count=1438 3837650 380 215030 43 17579 43 30 20 22 23 53 71 99 47 202 57 52 58 23 29 26 37 35 117 32 42 420 41 22 83
internal_value=0 120.451 12.2743 -13850.7 1269.41 8465.27 24035.9 73104.7 -27213.4 15546.5 -73.4216 23942.7 31716.3 -454.65 -10421.1 15871.9 29012.7 579.86 17851.9 -6880.07 35982.7 47269.9 -39696.9 383.93 -10799.3 -6365.6 3496.8 -35203.7 -61705.1 810.694
internal_weight=0 236154 215833 803 20321 1777 339 50 402 289 147 94 142 401 249 152 109 18544 208 113 49 95 64 18336 674 620 462 158 54 17662
internal_count=4073804 236154 215833 803 20321 1777 339 50 402 289 147 94 142 401 249 152 109 18544 208 113 49 95 64 18336 674 620 462 158 54 17662
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=31
num_cat=0
split_feature=4 3 1 1 1 7 0 6 6 6 6 6 4 0 3 6 3 4 6 0 3 6 6 4 6 6 6 6 3 0
split_gain=3.6346e+11 2.88399e+12 6.49861e+12 2.82282e+12 1.16311e+13 3.39509e+13 3.27931e+13 2.80985e+13 2.03555e+13 2.27425e+13 2.01693e+13 1.76267e+13 1.93506e+13 1.72642e+13 1.74684e+13 1.74378e+13 1.61507e+13 2.32334e+13 1.80585e+13 1.36743e+13 1.2789e+13 1.25284e+13 1.21017e+13 1.08047e+13 1.0686e+13 1.95222e+13 1.02995e+13 2.34499e+13 2.52176e+13 8.3048e+12
threshold=9.5000000000000018 15.500000000000002 38.166910000000009 20.507515800000004 28.601854300000003 6.0000000000000009 54.724612400000005 84.00500000000001 66.50500000000001 64.015000000000015 58.755000000000003 67.445000000000007 12.500000000000002 54.707511300000007 6.5000000000000009 101.02000000000002 6.5000000000000009 11.500000000000002 71.715000000000018 57.719618750000002 3.5000000000000004 43.010000000000012 55.805000000000007 14.500000000000002 45.305000000000007 46.010000000000012 72.020000000000024 66.990000000000023 3.5000000000000004 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 9 23 -8 -10 -13 14 26 16 18 21 -15 -12 29 -18 -16 24 -7 -26 27 28 -5 -11
right_child=3 2 -4 4 -6 7 10 -9 11 20 19 12 -14 15 22 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-33.02602380293488 1876.4412708956788 66117.468005952382 4527.282725344422 -7202.7993088942312 31.977270057588239 -23198.043091576306 7066.7152904117338 -52116.956775841347 13194.620564674144 -25815.131716308595 -38161.54907245058 -34202.386778286047 49436.378278882577 -5278.0024442644826 -6496.3014567057289 -39387.479947916669 15495.195560213415 15756.661832967839 42366.646373948315 6080.5479898231906 -53497.910426013303 76976.092360233015 -71731.501678856381 19393.229552314697 10512.665277785398 -15018.178996443437 81716.859341032614 -81225.518410326098 111916.35555555555 41255.249202473962
leaf_weight=1892378 8229 21 93 52 2168042 549 359 156 623 80 264 171 33 205 72 39 41 171 130 95 202 173 47 121 445 916 23 23 27 24
leaf_count=1892378 8229 21 93 52 2168042 549 359 156 623 80 264 171 33 205 72 39 41 171 130 95 202 173 47 121 445 916 23 23 27 24
internal_value=0 -32.0679 15872.8 27.8219 20.8216 -4777.04 6621.41 -10685.7 -8642.95 -13414.3 -9693.66 4840.44 -20672.6 18300.6 -4838.6 25739.3 29267 43237.8 13211 -26454 -38829 65197 -32261.5 -9585.26 -11421.1 -6670.47 21268 7637.34 33508.8 -10337.4
internal_weight=0 1.89249e+06 114 2.18131e+06 2.17308e+06 5041 1721 3320 3164 2337 718 827 204 1003 244 759 720 385 335 359 306 214 119 2031 1910 1361 125 102 79 104
internal_count=4073804 1892492 114 2181312 2173083 5041 1721 3320 3164 2337 718 827 204 1003 244 759 720 385 335 359 306 214 119 2031 1910 1361 125 102 79 104
is_linear=0
shrinkage=0.1


Tree=3904
num_leaves=31
num_cat=0
split_feature=0 1 1 7 2 6 3 4 6 1 6 1 4 6 4 4 6 5 3 3 4 0 3 6 6 0 6 4 3 5
split_gain=3.58643e+11 3.0408e+12 1.53679e+13 2.03114e+13 1.28886e+13 1.08885e+13 9.7176e+12 1.99413e+13 1.31795e+13 9.56329e+12 1.98565e+13 2.12355e+13 1.97751e+13 3.20129e+13 4.06942e+13 2.01844e+13 1.51816e+13 1.24279e+13 2.43224e+13 2.7613e+13 2.16767e+13 2.02987e+13 1.6259e+13 1.93319e+13 1.28343e+13 1.21732e+13 1.19446e+13 1.99749e+13 1.95955e+13 1.10244e+13
threshold=60.034792100000011 30.389265100000003 30.370944000000005 6.0000000000000009 3338.0000000000005 94.02500000000002 8.5000000000000018 10.500000000000002 53.310000000000009 30.323041000000003 97.020000000000024 30.242318500000007 15.500000000000002 110.01500000000001 11.500000000000002 17.500000000000004 125.02000000000002 3.5000000000000004 12.500000000000002 5.5000000000000009 5.5000000000000009 60.05226170000001 3.5000000000000004 134.05000000000004 114.05000000000001 60.05226170000001 106.49500000000002 6.5000000000000009 9.5000000000000018 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 5 4 6 -2 -4 -8 -9 10 -7 17 13 14 -11 -14 -15 18 19 20 -12 24 23 -23 -19 26 -13 -28 -29 -27
right_child=1 -3 3 -5 -6 9 7 8 -10 12 11 25 15 16 -16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=5.0544511924948479 -871.32283525100127 216.30030591501296 -13249.890941980681 -95832.08635602679 -89361.742812500001 53738.170617675787 44312.720415138712 -29345.649199295047 28117.111584051723 98124.650599888409 -8298.0642296874994 10112.081065955528 68855.940968874667 -142693.09735514325 -70890.5370150862 1471.1141962265388 -34705.910954483697 -102015.62939680234 87961.650142045459 -71241.526155598971 68531.137079326931 11403.565379464286 46129.256954823373 -109959.71205357143 -16793.393346354169 -4500.8291548295456 14475.012530048079 157354.21463068182 38598.925097656254 44168.137408712639
leaf_weight=3958919 38817 72894 960 28 20 112 98 128 58 28 125 52 47 30 29 820 23 43 33 48 52 35 46 21 30 143 39 33 24 69
leaf_count=3958919 38817 72894 960 28 20 112 98 128 58 28 125 52 47 30 29 820 23 43 33 48 52 35 46 21 30 143 39 33 24 69
internal_value=0 -174.176 -852.02 -11589.2 -9723.05 -511.166 -8442.68 7807.03 -11427.2 6917.22 14323.8 8757.06 56.4776 -39885.1 12134.5 5124.04 -95830.7 -6164.1 7788.77 -3969.92 14273.2 -26734.6 2077.61 -34107.7 -66992.8 26703.9 48712.3 69620.7 107352 11339.5
internal_weight=0 114885 41991 1292 1264 40699 1244 284 186 1882 905 793 977 110 57 867 53 433 258 225 177 175 102 56 73 360 148 96 57 212
internal_count=4073804 114885 41991 1292 1264 40699 1244 284 186 1882 905 793 977 110 57 867 53 433 258 225 177 175 102 56 73 360 148 96 57 212
is_linear=0
shrinkage=0.1


Tree=3905
num_leaves=31
num_cat=0
split_feature=6 2 2 5 0 4 4 1 3 4 1 4 6 3 6 4 0 6 3 0 1 4 5 4 6 6 3 4 0 6
split_gain=3.69873e+11 3.32766e+12 1.73425e+13 2.9383e+13 2.37688e+13 4.21325e+13 2.46153e+13 2.24662e+13 1.8409e+13 1.91531e+13 1.69608e+13 1.65544e+13 2.308e+13 1.65993e+13 1.47392e+13 1.49142e+13 3.40865e+13 1.44508e+13 1.31638e+13 1.27439e+13 1.45425e+13 1.075e+13 1.75051e+13 1.0077e+13 9.65247e+12 1.05893e+13 7.91924e+12 1.67647e+13 1.49449e+13 1.38717e+13
threshold=87.395000000000024 4046.5000000000005 5261.5000000000009 2.5000000000000004 56.638205000000006 8.5000000000000018 6.5000000000000009 47.899251850000006 4.5000000000000009 2.5000000000000004 37.631035900000008 3.5000000000000004 118.04500000000002 2.5000000000000004 89.00500000000001 9.5000000000000018 54.188398350000007 104.01000000000001 3.5000000000000004 52.516286950000008 45.126607350000008 4.5000000000000009 3.5000000000000004 14.500000000000002 138.05000000000004 93.050000000000011 5.5000000000000009 11.500000000000002 54.188398350000007 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 12 -6 -14 15 16 -12 18 -8 21 -21 -11 -23 -7 25 -10 -16 28 29 -28
right_child=1 2 -4 4 11 10 7 -9 24 19 14 -13 13 -15 26 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.5540477963623207 -372.451917348915 -28094.588313729422 81.835720470074847 -15245.007673746746 69797.653558193109 24326.885887896828 12555.017533735796 10426.502816496955 -43519.469556451615 37280.488660037881 -161368.78342391306 -2896.0042445485187 27717.9150390625 -68801.176171875006 -4463.1567482798755 -1913.1149392599591 -4655.0866406250007 155241.37335707722 113698.17719254033 -38512.029298909503 42541.249506835942 43837.509933035719 166591.33847656252 95561.247198275873 -68968.434687500005 24976.665954442771 41799.675443474269 -2915.2826029044431 13580.763555112091 129339.16589673914
leaf_weight=3832905 164923 224 72199 60 78 63 22 36 31 33 23 1476 49 28 389 91 35 34 31 24 285 21 26 29 20 83 85 294 184 23
leaf_count=3832905 164923 224 72199 60 78 63 22 36 31 33 23 1476 49 28 389 91 35 34 31 24 285 21 26 29 20 83 85 294 184 23
internal_value=0 -120.191 427.398 7032.96 9247.59 16782.1 36213.2 76865.2 27636.5 37344.1 5500.61 368.767 31457.8 -7379.94 2121.77 -27171.2 -66800.2 104357 71714.2 45455.5 36245.8 81027.7 111744 46781.2 -4891.11 6350.52 6598.33 13941.2 30913.1 60442.3
internal_weight=0 240899 75976 3777 3553 1922 706 123 583 449 1216 1631 155 77 1124 149 58 87 53 389 309 80 47 92 134 114 975 586 292 108
internal_count=4073804 240899 75976 3777 3553 1922 706 123 583 449 1216 1631 155 77 1124 149 58 87 53 389 309 80 47 92 134 114 975 586 292 108
is_linear=0
shrinkage=0.1


Tree=3906
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 0 0 4 4 6 0 0 0 4 6 4 2 6 6 6 5 6 7 6 0 6 4 2 0 4
split_gain=3.67823e+11 7.62788e+12 6.75041e+13 3.81902e+13 5.59e+13 3.68882e+13 5.68641e+13 7.90206e+13 6.82673e+13 4.23773e+13 3.60611e+13 3.34443e+13 3.23726e+13 2.99241e+13 3.30185e+13 2.9723e+13 2.90413e+13 3.07099e+13 2.70703e+13 2.52292e+13 3.37321e+13 3.20144e+13 2.40718e+13 2.39751e+13 2.67337e+13 3.68406e+13 2.16412e+13 2.09632e+13 2.05321e+13 2.04835e+13
threshold=37.924401400000008 37.978059650000013 24.500000000000004 21.500000000000004 10.500000000000002 55.775215600000003 55.710673100000008 14.500000000000002 19.500000000000004 66.990000000000023 55.710673100000008 55.696737300000009 55.812023600000011 7.5000000000000009 95.045000000000016 5.5000000000000009 75.000000000000014 32.515000000000008 53.705000000000005 93.050000000000011 2.5000000000000004 72.020000000000024 6.0000000000000009 73.41500000000002 55.743464250000009 90.045000000000016 11.500000000000002 75.000000000000014 55.883833400000007 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 13 6 7 9 23 22 -5 29 18 14 -2 28 -12 -18 -7 20 21 27 -6 -8 25 -25 -14 -4 -16 -9
right_child=1 -3 19 10 5 12 8 11 -10 -11 16 -13 26 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=49.8478320819464 -5827.9650653086401 -1.6577022572281981 -10317.351285768631 6062.3076779018411 -10638.351972307479 8199.8204258252754 -15983.831790732631 -6530.1625401525162 24735.293934931717 70988.744708879603 62833.987972383729 4090.3930426176225 -70012.38465544871 -17942.716699883316 48672.252034254809 125537.95574448531 26037.281051479815 -22620.824452865032 38649.343381173268 -53052.367847521557 38347.365187436997 -113843.06020740326 31436.673418254679 -83198.820952768277 -16339.268521756903 23361.742534304889 4793.3625567910576 14044.196047006222 -50231.976209677421 -32963.596492599077
leaf_weight=1085758 5239 2956684 421 761 196 610 1885 2564 381 203 43 4737 39 2443 65 34 137 2437 560 58 465 21 444 193 215 39 4616 2194 31 331
leaf_count=1085758 5239 2956684 421 761 196 610 1885 2564 381 203 43 4737 39 2443 65 34 137 2437 560 58 465 21 444 193 215 39 4616 2194 31 331
internal_value=0 -18.1131 -1569.46 -3122.17 -1764.75 1450.77 -1909.12 2124.53 -14509.6 31178.5 -13097.9 -1084.66 7904.07 -8767.53 -4592.65 45190.7 -18669.5 -20031 22774 12292.9 13515.1 9134.54 18551.2 -20921.4 -41743.2 -65285.6 4166.63 10122.1 16734.4 -9552.43
internal_weight=0 2.98805e+06 31362 28203 24825 17013 11188 8475 2713 843 3378 7632 5825 7812 5369 130 2617 2574 1170 3159 3101 2636 640 2332 447 232 4655 2615 96 2895
internal_count=4073804 2988046 31362 28203 24825 17013 11188 8475 2713 843 3378 7632 5825 7812 5369 130 2617 2574 1170 3159 3101 2636 640 2332 447 232 4655 2615 96 2895
is_linear=0
shrinkage=0.1


Tree=3907
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 6 3 2 6 6 7 0 0 0 0 4 4 4 4 0 6 7 5 7 4 1 4 7 0 0
split_gain=3.66628e+11 4.29108e+12 1.41759e+13 3.22328e+13 2.64354e+13 2.27873e+13 3.00243e+13 2.37133e+13 2.23258e+13 4.10239e+13 4.16693e+13 2.43396e+13 4.65804e+13 4.13937e+13 8.61569e+13 3.15488e+13 4.89987e+13 3.50377e+13 4.42679e+13 2.58083e+13 2.06493e+13 6.81917e+13 3.42839e+13 3.34716e+13 2.79637e+13 2.07102e+13 1.95145e+13 1.84189e+13 2.59075e+13 1.71862e+13
threshold=10.500000000000002 37.957884500000006 37.897576350000001 11.500000000000002 55.972700350000004 74.615000000000009 8.5000000000000018 75.000000000000014 39.025000000000013 35.995000000000012 6.0000000000000009 55.676890650000011 55.649510000000014 55.721784200000009 55.702806750000008 21.500000000000004 24.500000000000004 15.500000000000002 16.500000000000004 55.806294650000005 66.50500000000001 6.0000000000000009 2.5000000000000004 6.0000000000000009 19.500000000000004 37.924401400000008 26.500000000000004 6.0000000000000009 55.834019500000004 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 9 -9 -11 12 -10 14 20 17 -17 27 -19 -18 22 -22 25 -24 -23 -13 -21 -15 -29 -12
right_child=1 -3 3 5 -6 6 -8 8 11 10 29 13 -14 15 -16 16 19 18 -20 26 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=23.214676135400044 68.419556472088857 -183.90309125830407 51849.855765807515 -2630.1453678104253 -53383.953385416666 -17217.342673369869 2367.7179965124542 11591.403680492811 10029.60326520918 5435.2160468886614 -2483.4759076413857 10269.671641950905 -24869.155565563004 1640.0069466954335 52159.327443992166 -23017.476734639105 46626.066516544117 49161.315764580111 10755.82503417149 6275.2630731598147 54184.746957859854 47236.518113425933 8221.7045507812491 185107.72401494568 -62229.048937136635 53370.437512827724 -81041.542910879638 -116252.02917086694 -18407.4068353644 -28885.737876905594
leaf_weight=2547999 631593 872386 206 4546 27 1301 1965 1591 1031 1041 339 2019 608 614 642 856 170 343 2401 492 99 27 20 23 172 118 27 31 213 904
leaf_count=2547999 631593 872386 206 4546 27 1301 1965 1591 1031 1041 339 2019 608 614 642 856 170 343 2401 492 99 27 20 23 172 118 27 31 213 904
internal_value=0 -38.7671 155.005 2660.6 39655.4 2261.4 -5433.92 3632.77 5698.74 -736.677 -9324.23 8216.13 -2916.37 10423.2 19511.7 4913.97 -7040.27 10041.5 15556.5 12809.5 11053.4 -13636.6 14428.5 102835 -47376.9 12649.6 1732.77 -7596.3 -30838.5 -21685.1
internal_weight=0 1.5258e+06 653419 21826 233 21593 3266 18327 13781 3875 2284 9906 1639 8267 3120 5147 1545 3602 2744 689 2478 298 2180 43 199 2137 519 858 244 1243
internal_count=4073804 1525805 653419 21826 233 21593 3266 18327 13781 3875 2284 9906 1639 8267 3120 5147 1545 3602 2744 689 2478 298 2180 43 199 2137 519 858 244 1243
is_linear=0
shrinkage=0.1


Tree=3908
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 4 4 6 1 4 4 3 6 1 0 6 4 6 1 1 4 1 5 1 6 4 4 1 7 6
split_gain=3.51908e+11 4.87155e+12 1.15459e+13 1.11041e+13 3.20732e+13 2.88253e+13 2.16265e+13 1.88426e+13 4.49349e+13 1.69737e+13 4.78499e+13 2.31518e+13 1.85281e+13 1.63893e+13 1.85167e+13 4.85132e+13 4.86378e+13 3.11205e+13 2.89151e+13 3.73123e+13 2.69786e+13 2.40183e+13 2.08542e+13 2.98262e+13 4.57444e+13 4.25201e+13 6.00624e+13 3.16043e+13 1.99628e+13 1.95575e+13
threshold=56.888401950000009 56.83050475000001 7457.0000000000009 60.636764050000004 56.858606850000008 25.500000000000004 3.5000000000000004 98.020000000000024 60.549354600000008 24.500000000000004 19.500000000000004 17.500000000000004 54.010000000000012 53.252814850000007 56.838524800000009 83.010000000000005 14.500000000000002 112.00500000000001 60.620042600000012 60.590708550000009 4.5000000000000009 60.605526900000008 2.5000000000000004 60.571186450000006 105.00500000000001 17.500000000000004 24.500000000000004 60.590708550000009 6.0000000000000009 104.01000000000001
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 6 9 -6 7 -3 -9 10 11 -5 -12 -8 15 -15 17 20 19 -19 -17 -21 -18 29 27 -26 -27 -25 -29 -24
right_child=-2 2 -4 4 5 -7 13 8 -10 -11 12 -13 -14 14 -16 16 22 18 -20 21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-4.7526454196537422 -62.903757969169071 -8793.5178777521305 -29206.771758413317 2222.8257640386923 15369.330810276912 -10490.009425975884 2926.9165315293822 26890.860453869049 -179979.07696242561 11796.082023432 -6463.6300374213779 73413.202887228268 -27555.692806655472 574.32883996982298 -1598.10899580869 -29734.551077586209 66025.904910156256 42675.705942563662 102175.65875 -111159.46702559621 71032.586647433214 -140.59174804687501 50366.40822424923 68039.354466711957 -33867.396445312501 177592.27926136367 9126.2316472457624 -80619.916917999042 -20029.399165636431 -24120.107613031916
leaf_weight=3267182 729992 1815 128 6602 3014 503 20621 21 21 1165 903 46 773 7106 32731 29 50 81 30 38 317 40 141 23 70 33 59 129 94 47
leaf_count=3267182 729992 1815 128 6602 3014 503 20621 21 21 1165 903 46 773 7106 32731 29 50 81 30 38 317 40 141 23 70 33 59 129 94 47
internal_value=0 13.7326 801.866 852.075 3514.07 11670.9 306.814 -10325.8 -76544.1 490.814 -1091.44 2715.42 -16191.7 627.144 -529.022 3693.53 22461.6 44761.4 12128.7 -4861.33 62586.8 -54226.7 3993.44 -1210.63 -16396 24865.9 69554.3 -43568.4 -55079.5 31744.8
internal_weight=0 3.34381e+06 76630 76502 13006 3517 63496 1857 42 9489 8324 6648 1676 61639 41018 8287 1181 535 189 159 346 78 646 596 408 162 92 246 223 188
internal_count=4073804 3343812 76630 76502 13006 3517 63496 1857 42 9489 8324 6648 1676 61639 41018 8287 1181 535 189 159 346 78 646 596 408 162 92 246 223 188
is_linear=0
shrinkage=0.1


Tree=3909
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 1 6 3 7 1 6 1 1 4 0 3 6 3 6 6 4 1 1 6 6 4 1 1 4 4
split_gain=3.54589e+11 4.86183e+12 1.94822e+13 1.1433e+13 1.01579e+13 9.85544e+12 1.13194e+13 9.39779e+12 8.71793e+12 2.528e+13 3.22772e+13 1.86377e+13 7.15293e+13 3.67376e+13 2.72632e+13 2.21565e+13 2.16502e+13 2.29888e+13 1.47758e+13 1.23134e+13 1.20537e+13 2.086e+13 9.01555e+13 4.3131e+13 2.40384e+13 1.98643e+13 1.92076e+13 5.23285e+13 5.15063e+13 3.74572e+13
threshold=45.036141150000006 45.022979600000006 3.5000000000000004 37.600779750000008 35.010000000000012 39.069277450000008 44.820000000000007 3.5000000000000004 6.0000000000000009 39.01296365000001 102.04000000000001 38.989878900000008 38.965413050000002 22.500000000000004 45.029425500000009 12.500000000000002 53.995000000000012 12.500000000000002 55.805000000000007 134.05000000000004 19.500000000000004 38.948208550000011 38.958307950000012 82.905000000000015 71.715000000000018 20.500000000000004 38.965413050000002 38.91194105000001 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 5 7 -5 6 -3 -4 20 10 11 12 13 -10 -13 -14 -15 -18 -16 -12 26 23 24 25 -23 -22 27 28 -6 -29
right_child=-2 2 3 4 8 -7 -8 -9 9 -11 19 14 15 16 18 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-26.728244017594502 -8.5982684529422055 -2674.8622560724125 88386.035379464287 -3524.0514968208358 887.94068675927451 6460.3034334009963 -15126.68927207136 4032.7882343750007 52396.922144024196 -290.12236953528117 100397.54076923078 18578.405202476784 -123751.62112811055 67036.752377717392 36785.367592592593 -4696.200639204546 -72955.301143568839 29590.916247558594 137972.99722782258 22036.937885573818 51016.12045515472 9612.0986653645832 -4242.1690758326349 -82892.673695263424 98323.44328962054 -18191.888408599028 5374.2451791564608 -7299.3634454520743 33742.278362475321 -53740.938586425786
leaf_weight=287995 3754876 1719 28 2868 1867 563 1269 25 156 1399 65 519 54 23 27 22 69 32 31 29 51 42 3132 97 112 222 12594 3093 641 184
leaf_count=287995 3754876 1719 28 2868 1867 563 1269 25 156 1399 65 519 54 23 27 22 69 32 31 29 51 42 3132 97 112 222 12594 3093 641 184
internal_value=0 101.231 1292.57 2196.32 2106.34 -5676.35 -7963.14 48596.8 2766.49 8456.08 20370.3 14743.2 -3250.41 20102.7 25845 -89288.2 -20525.5 -40465.4 90868.4 76222.5 2140.08 -3103.91 -569.245 -25614.5 74129.4 -5262.92 3183.23 -1586.63 9284.92 -9907.01
internal_weight=0 318928 30933 27382 27329 3551 2988 53 24461 2426 1027 933 356 280 577 76 124 101 58 94 22035 3656 3286 370 154 273 18379 5785 2508 3277
internal_count=4073804 318928 30933 27382 27329 3551 2988 53 24461 2426 1027 933 356 280 577 76 124 101 58 94 22035 3656 3286 370 154 273 18379 5785 2508 3277
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=31
num_cat=0
split_feature=4 7 1 1 6 6 6 6 1 1 1 1 6 1 6 6 6 6 6 2 2 0 6 5 1 0 1 1 6 6
split_gain=4.0159e+11 2.44372e+12 2.69387e+12 8.30532e+12 3.38749e+12 8.62784e+12 5.14571e+12 3.47888e+12 3.2615e+12 2.31685e+12 2.59363e+12 4.845e+12 4.47407e+12 4.08139e+12 4.62808e+12 4.05378e+12 5.10373e+12 3.61255e+12 3.96691e+12 5.85157e+12 5.35492e+12 3.91736e+12 3.41477e+12 4.22649e+12 3.03978e+12 2.95788e+12 2.95562e+12 2.65805e+12 4.30496e+12 2.42088e+12
threshold=2.5000000000000004 6.0000000000000009 30.157841000000001 33.882313700000005 142.05000000000004 168.45000000000002 134.05000000000004 247.90000000000001 36.049731800000011 37.331232350000008 39.652459050000012 38.989878900000008 68.515000000000015 39.777866350000004 46.805000000000007 42.875000000000007 35.010000000000012 110.01500000000001 73.995000000000019 3930.5000000000005 2892.5000000000005 54.980317700000008 53.995000000000012 3.5000000000000004 65.493200550000012 45.177967300000006 39.908802000000009 43.862029600000007 66.990000000000023 56.805000000000007
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 -4 6 -6 8 -7 -5 -10 11 15 -13 14 -12 16 -11 18 26 20 -20 -19 25 -24 -21 -17 -15 -28 29 -29
right_child=-2 2 3 4 5 7 -8 -9 9 10 13 12 -14 17 -16 22 -18 21 19 24 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=130.23142095568386 -5.2830775135104702 40524.284218749999 -47660.082673891127 38862.512241391785 64875.93415527344 -27981.083062500002 -34924.852401194854 25908.707880434784 -25798.81456204928 2479.9809806034482 10126.328994140626 9942.8922745988184 59817.889508928572 25304.673606491091 -52403.076872306032 1818.021484375 63495.359825721156 52879.491372575438 -14069.043714599609 25910.70939236111 -65573.09302662038 1337.2763399251303 17868.820517643668 -5331.7113451854293 -11976.634104003906 -52568.416490478514 -7530.7133396495474 8264.4847617087507 49289.626936141307 -14427.447042410713
leaf_weight=110555 3961637 20 31 27 32 25 34 23 26 29 20 37 35 64 29 20 26 29 80 45 27 30 149 166 40 20 176 293 23 56
leaf_count=110555 3961637 20 31 27 32 25 34 23 26 29 20 37 35 64 29 20 26 29 80 45 27 30 149 166 40 20 176 293 23 56
internal_value=0 186.593 4052.04 3593.84 4611.7 24655 3529.01 -2158.89 4432.55 3777.9 4329.55 10262.9 34187.7 1193.74 -26880.9 6061.42 31323.6 2787.78 1035.11 -11505.6 -27065.4 26671.6 2147.56 5642.51 8081.37 -25375.2 4969.46 2594.55 7385 4623.37
internal_weight=0 112167 1612 1592 1561 80 1481 48 1447 1420 1394 482 72 912 49 410 55 863 804 192 107 59 355 315 85 40 612 548 372 349
internal_count=4073804 112167 1612 1592 1561 80 1481 48 1447 1420 1394 482 72 912 49 410 55 863 804 192 107 59 355 315 85 40 612 548 372 349
is_linear=0
shrinkage=0.1


Tree=3911
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 0 4 6 4 6 0 1 6 3 4 0 6 7 0 3 6 0 0 1 6 4 4 5 3 0
split_gain=3.63163e+11 4.7358e+12 1.70371e+13 1.25292e+13 1.74046e+13 2.3758e+13 1.76619e+13 1.18106e+13 1.13234e+13 3.22755e+13 3.42508e+13 3.26478e+13 4.65617e+13 2.8058e+13 4.13295e+13 5.7136e+13 2.36172e+13 1.89285e+13 3.16645e+13 2.1883e+13 2.32323e+13 2.08805e+13 1.73656e+13 3.65649e+13 2.42467e+13 6.50399e+13 4.92809e+13 3.94193e+13 3.304e+13 2.6574e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 65.410000000000011 52.990000000000002 57.125462300000009 19.500000000000004 101.02000000000002 16.500000000000004 82.905000000000015 55.145978450000008 65.493200550000012 71.715000000000018 5.5000000000000009 17.500000000000004 57.14107305000001 69.015000000000015 6.0000000000000009 55.173955500000005 13.500000000000002 91.02500000000002 57.15297970000001 57.14107305000001 65.493200550000012 138.05000000000004 8.5000000000000018 9.5000000000000018 3.5000000000000004 4.5000000000000009 57.15297970000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -3 22 11 -11 -10 16 14 15 -12 -13 18 -15 21 -21 -20 -5 -24 -25 28 -27 -28 29 -26
right_child=-2 2 3 8 5 -7 -8 -9 9 10 13 12 -14 17 -16 -17 -18 -19 19 20 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=5.0356393312578795 51.413885359098437 -7118.2246637924854 -760.80997152137343 -5471.9875961412499 5440.4279929963686 -3143.7914384795854 -23257.061775641487 -68160.947100830075 8871.2722567922701 -78235.737410714297 229363.00613839287 -14938.362893497244 -56303.223353962734 -32785.270418160864 25062.571118714757 33759.577990722661 66847.793670428247 -3368.7696716063206 36198.940570494182 118650.63764038087 32403.122451331968 -77239.238320312506 -9296.0218555959655 7049.5424516705843 -45673.796739130434 183260.88254573173 131155.72737499999 -38866.283125000002 -110372.30645926339 109915.91919642857
leaf_weight=2951380 1027379 3335 54927 12440 13213 4927 218 32 492 35 28 102 249 61 133 32 54 342 86 64 61 20 1708 2318 23 41 25 30 28 21
leaf_count=2951380 1027379 3335 54927 12440 13213 4927 218 32 492 35 28 102 249 61 133 32 54 342 86 64 61 20 1708 2318 23 41 25 30 28 21
internal_value=0 -17.3389 -712.122 -455.542 130.12 2795.78 4974.64 -7698.38 -2789.05 4840.99 18659 -8437.87 -29465.3 22759.8 56144 125041 13372.2 12597.1 31296.8 48218.9 76561.9 14795.5 -3595.91 1968.8 9708.27 46392.3 100277 38416.4 -25454 28584.9
internal_weight=0 3.04642e+06 95045 91678 73285 18358 13431 3367 18393 1759 862 897 405 827 193 60 156 634 292 231 125 106 16634 4194 2486 168 96 55 72 44
internal_count=4073804 3046425 95045 91678 73285 18358 13431 3367 18393 1759 862 897 405 827 193 60 156 634 292 231 125 106 16634 4194 2486 168 96 55 72 44
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=31
num_cat=0
split_feature=6 1 1 1 4 4 4 1 3 1 0 2 3 0 3 4 5 3 1 3 5 4 5 0 0 1 0 6 3 3
split_gain=3.78563e+11 4.09035e+12 1.70556e+13 1.43283e+13 3.35145e+13 8.94167e+13 4.67404e+13 2.35915e+13 5.2285e+13 2.18771e+13 1.96491e+13 3.21981e+13 2.72631e+13 2.46147e+13 2.22259e+13 1.77424e+13 1.75554e+13 1.57946e+13 1.32614e+13 1.2992e+13 1.35727e+13 1.97283e+13 2.11344e+13 1.30788e+13 1.76433e+13 2.17569e+13 1.27834e+13 1.15204e+13 2.24022e+13 1.74975e+13
threshold=125.02000000000002 36.593086150000012 37.290808600000013 30.438492500000006 12.500000000000002 14.500000000000002 10.500000000000002 36.555998300000006 8.5000000000000018 36.555998300000006 59.905532300000012 5791.5000000000009 9.5000000000000018 59.933037250000005 6.5000000000000009 15.500000000000002 3.5000000000000004 13.500000000000002 34.382014200000008 11.500000000000002 3.5000000000000004 15.500000000000002 4.5000000000000009 60.01610465000001 59.856552950000008 30.303340300000002 50.596941950000009 130.05000000000004 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 3 27 19 6 9 7 -5 -9 -6 11 15 14 -12 -13 -7 -14 -17 -8 -2 -21 -22 23 24 -23 -26 -20 28 -3 -30
right_child=1 2 -4 4 5 10 18 8 -10 -11 13 12 16 -15 -16 17 -18 -19 26 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.0308204557083016 1538.6865603960016 19154.88361235119 -420.65672702116393 20745.262104744746 100314.12690104167 -106462.80754394532 -123049.75037715517 -66071.685941938922 100442.33544921875 228407.14583333337 139032.80826322114 30861.598397435901 143383.20625000002 10580.689866071429 -96742.126041666663 51871.230042613635 32756.945019531253 -64306.399593750008 -81090.790932765158 380.35966657058788 -98088.852519531254 2933.09460736443 45669.063980263163 20222.182516163797 -128422.85393804505 -11109.122875000001 13709.517078125 -9732.4574778807582 -105710.95393465909 -21629.413506944446
leaf_weight=4033928 4450 42 33390 464 30 32 29 88 24 24 26 39 26 35 21 22 32 25 33 227 40 34 38 29 43 25 25 483 55 45
leaf_count=4033928 4450 42 33390 464 30 32 29 88 24 24 26 39 26 35 21 22 32 25 33 227 40 34 38 29 43 25 25 483 55 45
internal_value=0 -306.603 -727.015 2133.31 13201.7 40228.4 483.271 10802.3 -30390.1 157244 15736.7 380.206 33459.3 65330.8 -13799.7 -49029.1 82348 -9925.38 -67835.6 -75.394 -16549.4 -34937.2 -19990 -39036.2 -55884.2 -85292.8 -40228.6 -17093.9 -42133.2 -67874.3
internal_weight=0 39876 34015 5861 975 312 663 576 112 54 258 197 118 61 60 79 58 47 87 4886 436 209 169 131 102 68 58 625 142 100
internal_count=4073804 39876 34015 5861 975 312 663 576 112 54 258 197 118 61 60 79 58 47 87 4886 436 209 169 131 102 68 58 625 142 100
is_linear=0
shrinkage=0.1


Tree=3913
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 1 6 6 4 2 0 0 7 0 1 6 6 4 6 3 1 6 6 6 5 1 6 6 1 1
split_gain=3.62021e+11 2.54897e+12 1.51161e+13 2.29825e+13 2.12192e+13 1.39073e+13 1.3895e+13 1.21359e+13 1.06396e+13 1.01444e+13 9.99041e+12 1.49618e+13 2.56959e+13 1.65668e+13 1.47658e+13 1.46836e+13 1.75868e+13 1.1828e+13 1.01409e+13 9.85371e+12 2.0521e+13 2.71478e+13 1.22521e+13 2.31688e+13 2.05689e+13 2.85457e+13 1.92571e+13 1.88963e+13 3.26011e+13 3.01916e+13
threshold=3.5000000000000004 45.177967300000006 45.053967500000006 39.105193450000009 45.022979600000006 38.782330450000011 118.04500000000002 138.05000000000004 2.5000000000000004 2892.5000000000005 47.245981600000007 47.319699650000011 6.0000000000000009 47.267650700000011 34.382014200000008 51.805000000000007 142.05000000000004 2.5000000000000004 73.995000000000019 2.5000000000000004 33.882313700000005 64.805000000000021 83.010000000000005 81.705000000000013 3.5000000000000004 39.763755750000009 96.050000000000011 108.05000000000001 38.657016300000002 39.749243900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -4 -5 -7 -6 -10 14 12 13 -12 -3 -15 17 -17 -19 -1 21 -21 23 24 -22 -26 -24 -28 -29 -30
right_child=-2 10 3 6 8 7 -8 -9 9 -11 11 -13 -14 15 -16 16 -18 18 -20 20 22 -23 26 -25 25 -27 27 28 29 -31
leaf_value=141.45975806136141 -7.3948955591401004 55499.629536576715 -15875.084800337436 -6599.3300777446202 -2122.7811922742412 6081.9679013522837 -81814.139031250001 60603.983136432937 -12813.742382632745 4738.3652948883528 -430.75773505027473 55.188212086720114 -17981.977523053014 9951.1927933534098 -2505.4598901757868 14926.844022643169 -56191.120448369569 31460.075826927921 69236.083653192938 6255.5138321314107 6167.3877520962542 135316.13772321431 -41840.588899166483 96731.061690848219 -150378.9871875 18575.80347167969 38869.862528189435 80940.219419642861 -109108.11872856326 -5756.478768887363
leaf_weight=22550 3837650 44 291 1400 4205 9581 25 41 2241 386 1040 170538 374 1459 16934 209 23 186 115 39 3978 28 142 28 20 20 97 28 41 91
leaf_count=22550 3837650 44 291 1400 4205 9581 25 41 2241 386 1040 170538 374 1459 16934 209 23 186 115 39 3978 28 142 28 20 20 97 28 41 91
internal_value=0 120.172 795.15 3955.9 -262.165 5662.91 -7918.89 6314.29 -5241.93 -10234.7 -39.7398 186.257 6748.85 9799.42 -2355.13 15140.5 29345.3 33202.8 45892.8 995.014 5260.89 60191.3 4432.92 6081.63 5449.93 -65901.6 -12285.5 4044.48 -17068.4 -37858.1
internal_weight=0 236154 45232 11338 33894 9913 1425 9622 6832 2627 190922 173944 3406 3032 16978 1992 533 510 301 27062 4512 67 4445 4046 4018 40 399 257 160 132
internal_count=4073804 236154 45232 11338 33894 9913 1425 9622 6832 2627 190922 173944 3406 3032 16978 1992 533 510 301 27062 4512 67 4445 4046 4018 40 399 257 160 132
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 6 0 2 0 6 6 0 0 5 1 2 6 6 1 5 2 4 0 6 2 0 0 0 1
split_gain=4.02317e+11 2.21888e+12 9.67014e+12 8.06243e+12 1.01773e+13 6.93235e+12 6.58695e+12 6.50023e+12 5.82736e+12 4.72756e+12 1.23999e+13 2.50246e+13 7.19203e+12 8.9938e+12 1.82768e+13 1.2152e+13 8.5845e+12 8.27382e+12 7.56532e+12 4.85046e+12 6.14816e+12 5.36025e+12 5.17185e+12 4.72091e+12 9.67482e+12 7.29778e+12 5.75753e+12 1.33009e+13 2.02246e+13 2.16937e+13
threshold=2.5000000000000004 56.685611200000004 56.342669500000007 37.46219940000001 43.80299105000001 105.00500000000001 93.050000000000011 56.385857200000011 6082.0000000000009 56.288960650000007 114.05000000000001 83.820000000000007 56.067362750000008 56.148747500000006 2.5000000000000004 37.897576350000001 4829.0000000000009 49.010000000000012 88.825000000000003 44.064675150000006 3.5000000000000004 3658.0000000000005 1.5000000000000002 56.858606850000008 90.045000000000016 6082.0000000000009 61.78914120000001 59.933037250000005 59.91832440000001 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 23 -5 -6 12 11 19 -1 14 -14 -16 18 -15 -17 20 22 -21 -11 -3 25 26 27 28 -25 -30
right_child=-2 6 3 4 5 -7 -8 -9 -10 10 -12 -13 13 17 15 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=101.65962496632389 -5.2878550550718515 -4198.900611843339 -13686.92909594612 32493.485779709114 146.46790945443627 -47976.19053485577 9060.5707946319799 11316.524380475652 9370.3938917718679 -26505.228044284118 -83078.626640625007 77504.719324555277 4599.6819541077639 4993.544592749915 -31999.006370192306 40129.737608940981 -15063.935591947116 -7991.3898678203568 104308.35648437501 -34240.129492824395 40007.086450195318 -6185.1499695920666 -2756.9137953439458 -1121.5221880255806 -44246.846093750006 2221.489891037611 6840.0040159189584 -10227.450798267697 143831.27781249999 1427.4394870923916
leaf_weight=81136 3961637 3848 213 183 1685 26 667 697 1154 98 20 37 876 1658 26 225 26 697 20 115 32 167 1427 7290 50 7220 691 1840 20 23
leaf_count=81136 3961637 3848 213 183 1685 26 667 697 1154 98 20 37 876 1658 26 225 26 697 20 115 32 167 1427 7290 50 7220 691 1840 20 23
internal_value=0 186.762 404.276 5237.86 6314.23 3425.08 -722.697 15720.4 3895.82 183.257 -4755.19 -3920.18 293.851 4713.82 11867.9 33305.5 39570.8 1150.45 45368.8 -5558.42 -3372.77 -17626 -4283.03 -1033.7 -322.849 -194.296 -1962.54 -2625.63 -718.184 67661.8
internal_weight=0 112167 90518 3958 3745 2865 21649 880 2839 86560 1896 1876 84664 3528 1173 297 271 2355 245 1839 1557 282 1525 20982 17134 17084 9864 9173 7333 43
internal_count=4073804 112167 90518 3958 3745 2865 21649 880 2839 86560 1896 1876 84664 3528 1173 297 271 2355 245 1839 1557 282 1525 20982 17134 17084 9864 9173 7333 43
is_linear=0
shrinkage=0.1


Tree=3915
num_leaves=31
num_cat=0
split_feature=6 0 0 4 4 1 1 0 0 6 6 4 1 0 1 0 0 3 6 1 4 1 4 7 3 1 7 4 4 5
split_gain=3.6295e+11 3.60368e+12 1.37863e+13 1.06356e+13 7.64369e+12 7.71317e+12 1.1238e+13 7.49769e+12 7.81084e+12 9.23312e+12 6.40965e+12 6.05833e+12 8.89584e+12 1.20616e+13 1.09737e+13 1.11337e+13 1.52597e+13 1.17751e+13 8.65505e+12 7.20588e+12 8.68263e+12 1.28935e+13 1.74503e+13 1.73194e+13 2.63241e+13 1.79995e+13 1.37117e+13 1.79656e+13 1.62297e+13 1.37802e+13
threshold=34.310000000000009 55.050541250000002 55.055052800000006 7.5000000000000009 7.5000000000000009 38.247071200000008 36.555998300000006 54.988402950000008 54.998919050000005 29.715000000000003 34.010000000000012 20.500000000000004 30.226173900000003 59.933037250000005 30.330566300000005 59.838047850000002 59.905532300000012 8.5000000000000018 32.805000000000007 37.702956500000006 30.500000000000004 37.618684050000006 23.500000000000004 6.0000000000000009 2.5000000000000004 37.631035900000008 6.0000000000000009 26.500000000000004 24.500000000000004 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 4 -3 -4 7 6 10 -1 9 -9 -6 -5 18 14 15 -14 17 -17 -13 20 21 26 23 -23 -25 -26 29 28 -28 -16
right_child=-2 2 3 11 5 -7 -8 8 -10 -11 -12 12 13 -15 19 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=557.93829835855945 -11.937150708922029 8583.2518353497544 -364.45097678524729 1092.8611245149282 3269.1482597682157 -568.31209447496713 -6479.7052161367246 1912.9895685410256 -509.82595954344771 -10338.850981995169 -22048.99465122768 -1415.720824034785 5819.4990974668472 3764.0067453387182 4010.2159847791868 -13930.388501764113 4751.4376519097223 -69190.176621620325 -16227.485190107238 1188.7478181998456 6726.6481807363498 -61192.640195312502 -27673.383364331457 91832.830698529418 -55136.307020718443 10050.232022265627 -8852.8961533436686 -39136.040413559669 1603.0741184238907 -75447.602166193174
leaf_weight=118412 3512084 1998 147051 132770 2097 116594 5126 881 7210 2038 105 923 126 6179 2766 62 81 102 689 8564 895 40 489 34 51 250 3345 151 2669 22
leaf_count=118412 3512084 1998 147051 132770 2097 116594 5126 881 7210 2038 105 923 126 6179 2766 62 81 102 689 8564 895 40 489 34 51 250 3345 151 2669 22
internal_value=0 74.6356 303.486 249.646 -205.697 -766.099 -3913.03 334.566 -2276.74 -6641.05 2061.88 813.31 -539.411 -89.5573 -1301.51 -18336.8 -30760.1 -48299.3 -7746.56 -973.633 -2702.41 -3562.04 -15228.1 1000.58 8426.63 -994.663 -2436.22 -5067.94 -4212.56 3383.22
internal_weight=0 561720 309257 307259 252463 123922 7328 128541 10129 2919 2202 160208 27438 25826 19647 371 245 164 1612 19276 10712 9817 864 375 335 301 8953 6165 6014 2788
internal_count=4073804 561720 309257 307259 252463 123922 7328 128541 10129 2919 2202 160208 27438 25826 19647 371 245 164 1612 19276 10712 9817 864 375 335 301 8953 6165 6014 2788
is_linear=0
shrinkage=0.1


Tree=3916
num_leaves=31
num_cat=0
split_feature=4 1 7 4 1 1 0 3 6 3 6 6 4 6 6 3 6 6 2 6 1 3 0 4 6 0 0 6 4 6
split_gain=3.64847e+11 2.71159e+12 9.80574e+12 1.47561e+13 1.17915e+13 1.1656e+13 9.44607e+12 9.38063e+12 7.91765e+12 7.21707e+12 3.52173e+13 1.25448e+13 1.03908e+13 1.27511e+13 1.19985e+13 1.15448e+13 1.8134e+13 1.0815e+13 1.04758e+13 1.06407e+13 8.55845e+12 7.32993e+12 6.9436e+12 9.58169e+12 6.81797e+12 6.52561e+12 1.28397e+13 8.24534e+12 6.30963e+12 1.49113e+13
threshold=9.5000000000000018 92.948588300000011 6.0000000000000009 10.500000000000002 118.02765200000002 103.8879505 56.006509350000009 9.5000000000000018 61.805000000000007 9.5000000000000018 134.05000000000004 112.00500000000001 11.500000000000002 103.03500000000001 87.395000000000024 14.500000000000002 82.00500000000001 80.030000000000015 7912.5000000000009 89.00500000000001 107.59716050000002 11.500000000000002 52.07762420000001 18.500000000000004 38.010000000000012 61.686687400000004 56.838524800000009 83.820000000000007 13.500000000000002 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 25 11 12 20 14 15 16 22 -17 -16 -20 -11 -21 -14 24 -24 26 28 -27 -7 -30
right_child=1 2 3 6 -6 9 -8 -9 -10 10 -12 -13 13 -15 18 17 -18 -19 19 21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-32.128988298340388 36.53862251397706 -9566.1003516650489 25430.477825612528 -1849.9601402964306 -13201.294006599346 -1212.5132774383833 7428.1236117165217 -9961.7475603005732 16178.926357360455 30220.424709528146 121897.18990625002 -55229.486961570947 20173.014665418952 68840.690453361749 -75213.179257812502 -2368.9860086757935 83989.207910156256 -74860.033487215915 -54174.806738281251 -15404.391317471593 -16706.256230644707 53506.822133452319 -23150.431892163826 -56042.484219125603 11746.481878314757 5635.9871958241565 -82223.851655505947 61307.442083333328 -7249.8572439784521 -60342.259403409087
leaf_weight=1892492 2168220 2226 426 1041 97 2972 1249 1130 318 44 25 37 473 33 30 319 36 22 32 33 333 29 66 26 369 235 21 30 1385 55
leaf_count=1892492 2168220 2226 426 1041 97 2972 1249 1130 318 44 25 37 473 33 30 319 36 22 32 33 333 29 66 26 369 235 21 30 1385 55
internal_value=0 27.8749 -1406.96 2532.95 18265.5 -3307.99 331.739 -3229.28 2368.72 -1198.89 3989.41 2423.15 3579.33 7382.39 5969.06 8781.27 14345.2 -7045.83 -23763.2 -7342.99 -11229.4 16828.3 11660.9 2927.16 6451.78 -3304.91 -4216.14 11938.4 -3844.85 -9277.69
internal_weight=0 2.18131e+06 13092 4261 523 8831 3738 2489 1359 6605 1907 1882 1845 1468 1435 1311 970 341 124 94 377 62 934 461 435 4698 4433 265 4412 1440
internal_count=4073804 2181312 13092 4261 523 8831 3738 2489 1359 6605 1907 1882 1845 1468 1435 1311 970 341 124 94 377 62 934 461 435 4698 4433 265 4412 1440
is_linear=0
shrinkage=0.1


Tree=3917
num_leaves=31
num_cat=0
split_feature=4 0 1 0 3 1 1 1 6 6 6 6 6 4 6 6 3 3 6 1 5 6 6 4 1 0 7 1 5 6
split_gain=3.73721e+11 3.58553e+12 7.83298e+12 1.82312e+13 1.67885e+13 1.60076e+13 4.28488e+13 3.26208e+13 7.9003e+13 1.60586e+13 2.07715e+13 2.4497e+13 3.38372e+13 2.54166e+13 1.36501e+13 2.11868e+13 1.58285e+13 3.61067e+13 1.57335e+13 1.27304e+13 1.24925e+13 1.58698e+13 3.33866e+13 7.74587e+13 1.48967e+14 2.14028e+13 2.99039e+13 1.56768e+13 2.45611e+13 1.89631e+13
threshold=5.5000000000000009 55.080855950000007 36.049731800000011 55.026775150000006 3.5000000000000004 36.593086150000012 37.318079750000003 37.331232350000008 118.04500000000002 156.15000000000003 101.02000000000002 91.02500000000002 81.705000000000013 2.5000000000000004 59.815000000000005 90.045000000000016 2.5000000000000004 3.5000000000000004 77.565000000000012 34.382014200000008 2.5000000000000004 74.615000000000009 85.020000000000024 4.5000000000000009 20.507515800000004 54.724612400000005 6.0000000000000009 20.507515800000004 4.5000000000000009 168.45000000000002
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 19 -4 9 8 14 10 11 12 -7 -13 -8 16 -16 18 -18 -1 21 -6 23 -23 -25 26 -24 29 -29 -22
right_child=-2 -3 5 -5 20 6 7 -9 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 27 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=1373.7595089956933 -18.939021780054798 219.01833678472295 4985.8675356496606 -65829.513718580172 -6735.9526523627546 -9484.4615018477907 5513.0867615812949 -109.27405468764584 167673.56202651517 76641.31376488095 -68935.761619492827 -20600.264429687501 -66533.818264456786 113970.57817382814 7777.418968122719 -54616.670420258626 78893.280510066106 21753.630777994793 181449.83600260419 -17044.242746770771 -6751.0548061006139 -58660.919335937506 -150105.01135475852 356829.02500000002 22575.31640625 33450.130059523814 8306.5487379807691 -21017.306368731639 -113141.72290364583 73348.597900390625
leaf_weight=5851 2928705 593538 6152 46 1426 3667 1087 530822 33 21 61 25 107 32 137 29 52 141 21 401 387 32 22 20 40 42 26 819 30 32
leaf_count=5851 2928705 593538 6152 46 1426 3667 1087 530822 33 21 61 25 107 32 137 29 52 141 21 401 387 32 22 20 40 42 26 819 30 32
internal_value=0 48.4384 -135.124 -3032.75 -2716.29 -86.1128 -144.302 -67.6608 14658.5 -10570.5 -11041 -10119.2 -11101.9 54948.3 11216.4 27531 34318.1 51309.2 108396 192.439 -9039.43 -3186.85 24620.9 66983.1 133993 -18682.6 -64298.7 -16461.3 -24272.6 -633.659
internal_weight=0 1.1451e+06 551561 9174 9128 542387 536235 532322 1500 3913 3892 3831 3774 57 1467 380 351 214 73 6252 2876 1608 182 92 60 90 48 1268 849 419
internal_count=4073804 1145099 551561 9174 9128 542387 536235 532322 1500 3913 3892 3831 3774 57 1467 380 351 214 73 6252 2876 1608 182 92 60 90 48 1268 849 419
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 3 6 4 4 4 6 4 1 3 7 1 3 6 6 6 4 6 4 6 5 6 6 1 1
split_gain=4.6942e+11 9.16093e+12 1.63549e+13 1.8581e+13 1.45898e+13 1.60764e+13 1.6037e+13 1.93146e+13 1.43475e+13 1.25906e+13 1.10622e+13 1.302e+13 1.08317e+13 2.73999e+13 1.15008e+13 1.14309e+13 1.48408e+13 1.42001e+13 2.08198e+13 1.21045e+13 1.07128e+13 1.00699e+13 9.78267e+12 1.73935e+13 9.5626e+12 8.88529e+12 1.28737e+13 8.46129e+12 9.5028e+12 8.45624e+12
threshold=55.183288250000011 55.123213100000008 61.511492200000006 71.030000000000015 16.500000000000004 37.442254400000003 2.5000000000000004 39.355000000000011 16.500000000000004 18.500000000000004 4.5000000000000009 59.815000000000005 19.500000000000004 61.400814300000008 13.500000000000002 6.0000000000000009 61.381045500000006 6.5000000000000009 96.050000000000011 114.05000000000001 70.00500000000001 17.500000000000004 62.625000000000007 16.500000000000004 76.605000000000004 2.5000000000000004 92.02500000000002 102.04000000000001 61.335446300000008 61.381045500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 20 -8 -4 10 -3 -12 14 15 -9 17 -17 18 -14 -19 -7 -6 -13 -24 -15 -18 -27 -23 -29 -16
right_child=-2 2 3 -5 21 6 7 12 -10 -11 11 22 13 24 29 16 25 19 -20 -21 -22 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.5585697911349259 -34.029811521712368 17925.542844801683 -1953.6469450092159 -20338.170092795004 -48412.359182787703 417.16631404296589 -816.01471311003456 4793.9204955766518 47542.904608257748 35862.30378417969 -8858.1938853371175 -62737.300011097308 -7304.9878753120374 -2028.5154947916669 22746.644070181879 7020.9249843177158 -6634.4970697606886 -22786.81195687643 85794.888071986614 -102458.025390625 -8537.5898610466811 -10959.267613081818 -40263.157665201827 35880.417424316409 58406.413940683997 -61871.314208366304 8962.3585686934621 -28861.18158783784 29723.919687500005 2753.1584399184467
leaf_weight=1980158 2031843 104 7913 566 63 12086 8317 26164 59 56 622 88 169 36 628 944 318 410 28 20 1502 871 120 40 96 79 38 37 110 319
leaf_count=1980158 2031843 104 7913 566 63 12086 8317 26164 59 56 622 88 169 36 628 944 318 410 28 20 1502 871 120 40 96 79 38 37 110 319
internal_value=0 33.8612 1232.78 -2830.36 1884.08 2122.28 2371.34 3436.22 -1587.33 -10247.1 -12898.1 -16582.8 4645.35 -2207.36 5185.77 -5111.33 -21.2336 -16306.3 5927.48 -26492.4 -572.681 -9614.92 -35956.6 -21227.3 41924.2 -15303.5 -38865.5 -7213.9 14978 16011.8
internal_weight=0 2.04196e+06 61803 8538 53265 52184 51154 37566 7972 1030 974 870 29249 2138 27111 2006 1379 627 197 430 13588 1081 248 160 132 435 117 1018 147 947
internal_count=4073804 2041961 61803 8538 53265 52184 51154 37566 7972 1030 974 870 29249 2138 27111 2006 1379 627 197 430 13588 1081 248 160 132 435 117 1018 147 947
is_linear=0
shrinkage=0.1


Tree=3919
num_leaves=31
num_cat=0
split_feature=0 2 2 0 4 6 1 1 6 1 6 1 0 1 4 0 4 4 1 4 6 4 6 5 6 4 4 1 6 4
split_gain=4.17443e+11 2.45699e+12 5.85044e+13 4.31059e+13 4.44011e+13 2.53884e+13 2.20062e+13 4.66506e+13 3.86004e+13 2.13697e+13 1.93663e+13 2.19538e+13 3.18328e+13 4.64106e+13 3.09027e+13 2.97289e+13 4.94326e+13 4.27852e+13 7.13192e+13 3.19106e+13 2.75844e+13 2.71177e+13 2.54219e+13 2.52826e+13 2.92181e+13 6.09207e+13 2.50719e+13 6.08e+13 4.15378e+13 6.45321e+13
threshold=54.94110555000001 2810.0000000000005 2764.0000000000005 53.175387700000009 13.500000000000002 93.050000000000011 39.135518400000002 38.927872750000006 69.015000000000015 39.069277450000008 40.905000000000008 39.231261550000006 54.431501800000014 56.128886000000001 8.5000000000000018 51.707269950000004 18.500000000000004 23.500000000000004 39.178027400000005 21.500000000000004 63.005000000000003 23.500000000000004 44.820000000000007 3.5000000000000004 106.49500000000002 10.500000000000002 23.500000000000004 39.178027400000005 83.820000000000007 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 6 4 5 -4 7 -1 9 -9 -8 14 -13 21 20 16 23 19 -19 -17 -12 -14 -23 24 -16 -26 28 -28 29 -18
right_child=-2 -3 3 -5 -6 -7 10 8 -10 -11 11 12 13 -15 15 17 26 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-409.03962202201927 -21.92878824102559 -4.7601896029710344 30045.542662171149 -86431.197060032908 -2105.2502561460724 117806.75079273898 -1081.6071847480746 -26414.22747763282 -32763.328785726702 -4780.6323056714518 7907.1627469085397 -1161.0340750762089 5412.4716685689036 -11458.901213364747 1692.8219798028674 1184.4318781850639 -8611.6220013102902 -31143.727480980284 20704.323063139582 99874.044501657205 30813.750793974417 -20499.960586662848 191.86831723321401 -32990.014759976257 157914.00766059029 14932.033061438764 22728.76889629387 -9122.729315195329 73051.892432432433 56738.803513015868
leaf_weight=19712 2772653 1140966 1081 38 545 34 41335 526 722 3461 1731 40410 24875 2058 8124 4574 357 1050 355 33 755 690 4257 204 36 173 1666 936 185 262
leaf_count=19712 2772653 1140966 1081 38 545 34 41335 526 722 3461 1731 40410 24875 2058 8124 4574 357 1050 355 33 755 690 4257 204 36 173 1666 936 185 262
internal_value=0 46.7286 413.473 18876.9 21287.5 32721.7 215.659 -2545.26 -11487.5 -7634.73 718.579 1521.01 702.825 3065.39 4414.56 2967.77 5854.79 -2767.37 -18043.3 1891.35 14863.9 4067.7 -2694.2 1791.11 2642.58 39560.5 16040.2 11271 31474.9 19048.8
internal_weight=0 1.30115e+06 160185 1698 1660 1115 158487 24421 4709 3987 134066 92731 72290 31880 20441 17955 11943 6012 1405 4607 2486 29822 4947 8537 8333 209 3406 2602 804 619
internal_count=4073804 1301151 160185 1698 1660 1115 158487 24421 4709 3987 134066 92731 72290 31880 20441 17955 11943 6012 1405 4607 2486 29822 4947 8537 8333 209 3406 2602 804 619
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=31
num_cat=0
split_feature=1 1 4 6 3 0 0 0 6 4 0 6 5 6 5 6 6 7 6 6 4 6 0 0 5 6 0 0 0 6
split_gain=4.7808e+11 8.73591e+12 2.17747e+13 1.54184e+13 1.01818e+13 1.01839e+13 4.47831e+13 1.26337e+13 1.19698e+13 1.14986e+13 1.06309e+13 8.90636e+12 7.71657e+12 8.80806e+12 8.38474e+12 9.70842e+12 7.6708e+12 7.25593e+12 6.52233e+12 6.74235e+12 5.7761e+12 5.30905e+12 5.12465e+12 4.91864e+12 1.04742e+13 1.23347e+13 1.19401e+13 1.00656e+13 5.99705e+12 5.08178e+12
threshold=63.728898350000001 61.511492200000006 5.5000000000000009 80.720000000000013 13.500000000000002 55.161746650000005 55.123213100000008 55.111813300000001 65.410000000000011 16.500000000000004 56.067362750000008 76.605000000000004 2.5000000000000004 122.65000000000002 3.5000000000000004 95.045000000000016 67.445000000000007 6.0000000000000009 60.910000000000004 36.605000000000011 7.5000000000000009 64.805000000000021 55.080855950000007 56.520242650000007 2.5000000000000004 57.005000000000003 56.385857200000011 57.205086850000008 55.123213100000008 75.010000000000005
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 17 5 6 7 16 -8 11 21 -9 -5 14 15 -14 -4 23 19 -12 -20 -7 -18 24 25 -3 -26 -25 -27 -29
right_child=-2 2 4 12 -6 10 8 9 -10 -11 18 -13 13 -15 -16 -17 22 -19 20 -21 -22 -23 -24 27 26 28 -28 29 -30 -31
leaf_value=-7.8487479205401973 57.772598933123135 1861.0799148983842 -10202.719588653486 35297.212398097829 49644.950176411294 1958.9091795609802 -37681.483200104703 1205.6475870886513 -84066.627824519237 -53898.486316287883 192.49429791128034 32785.179973234954 -19998.110305304275 -70548.276266891902 2732.9610685881198 -77910.590618401606 -67609.954261363644 -21083.111985145621 -49460.926207386365 -24877.706297815203 4038.825286565062 -10319.334506371903 -24329.311292419436 -8532.7301783296716 3932.7525779998455 4588.8465486225332 22744.61055218822 3440.8432704644329 -28193.157521740144 -36748.73966674805
leaf_weight=2997977 1059757 5089 1163 23 31 1797 194 516 78 33 139 108 133 37 111 37 33 147 22 470 244 438 160 1346 1029 76 502 1872 210 32
leaf_count=2997977 1059757 5089 1163 23 31 1797 194 516 78 33 139 108 133 37 111 37 33 147 22 470 244 438 160 1346 1029 76 502 1872 210 32
internal_value=0 -20.3132 -2345.65 282.536 -7501.27 -7829.63 -12898.3 -7752.27 -50983.1 3629.02 -4105.51 6671.34 -20637.9 -24683.5 -18644.4 -32602.6 -13266.7 974.944 -13449.6 -19155.6 -385.966 -447.297 -31729.6 1294.22 2803.91 725.437 10101 -1913.77 -19481.9 2765.39
internal_weight=0 3.01405e+06 16070 10644 5426 5395 2285 2013 272 657 3110 624 341 318 281 170 1356 10303 875 609 266 2235 193 10156 6906 5375 1531 3250 286 1904
internal_count=4073804 3014047 16070 10644 5426 5395 2285 2013 272 657 3110 624 341 318 281 170 1356 10303 875 609 266 2235 193 10156 6906 5375 1531 3250 286 1904
is_linear=0
shrinkage=0.1


Tree=3921
num_leaves=31
num_cat=0
split_feature=4 1 1 6 6 6 0 6 1 6 3 0 1 1 6 6 0 6 3 6 2 3 6 6 0 6 6 6 6 2
split_gain=4.04182e+11 2.27535e+12 9.24943e+12 8.31964e+12 4.25901e+13 2.62096e+13 3.34218e+13 8.23673e+12 7.93399e+12 9.71547e+12 2.00397e+13 7.19742e+12 1.41001e+13 1.17979e+13 1.17292e+13 1.12733e+13 8.32513e+12 7.77818e+12 7.61433e+12 6.64213e+12 5.78973e+12 6.15211e+12 5.64946e+12 8.67621e+12 1.26816e+13 1.11659e+13 8.16877e+12 7.1846e+12 4.51778e+12 4.44391e+12
threshold=2.5000000000000004 30.084656550000002 30.370944000000005 83.820000000000007 100.05000000000001 71.715000000000018 59.950512650000007 120.05000000000001 30.410676000000006 64.805000000000021 1.5000000000000002 60.002985000000002 30.277905650000005 30.242318500000007 41.505000000000003 45.005000000000003 60.042359000000012 61.025000000000006 1.5000000000000002 44.820000000000007 3338.0000000000005 1.5000000000000002 118.04500000000002 84.810000000000016 54.724612400000005 76.605000000000004 96.050000000000011 138.05000000000004 51.405000000000008 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 11 -7 -6 9 19 -11 12 13 20 -14 -16 -13 18 -17 -4 -3 -22 23 25 -25 -1 -26 -24 -15 -18
right_child=-2 2 8 4 7 6 -8 -9 -10 10 -12 16 14 28 15 17 29 -19 -20 -21 21 -23 27 24 26 -27 -28 -29 -30 -31
leaf_value=5064.0081987604153 -5.3000914586819086 -52799.881599069158 39975.673463541665 -135916.258515625 64984.767656249998 131784.97044719828 -24353.629588904747 -19039.345343889509 179.88484001382147 127837.44874320652 -7275.9030505952387 62944.584218750002 -158.52975945723685 10318.508708538926 -123585.347125 17113.912771739131 -47273.407492897735 -99705.04052734375 -57839.093631628784 -21332.754115188956 -33034.551545138893 22866.108065011162 -52603.117817125822 -26080.630706521741 90345.473479729728 -61203.781588040867 14454.688383152174 13488.712931034484 65558.767695312505 1524.6586382113821
leaf_weight=1153 3961637 47 30 30 20 29 26 28 110080 23 21 20 38 57 25 23 22 20 33 43 45 35 38 23 37 26 23 29 20 123
leaf_count=1153 3961637 47 30 30 20 29 26 28 110080 23 21 20 38 57 25 23 22 20 33 43 45 35 38 23 37 26 23 29 20 123
internal_value=0 187.195 137.876 -11839.7 -42447.4 -7599.21 57974 15970.7 207.548 26234.4 63351.5 -14698.7 -22954.3 -6218.16 -47516.8 -65334.7 2463.09 -46173.3 -27054.8 3862.49 -24943.6 -8578.01 4300.33 5802.61 37052.8 3602.63 61254 -23996.2 24666.6 -5879.19
internal_weight=0 112167 110838 641 78 563 55 48 110197 117 44 508 343 204 139 101 165 76 56 73 127 80 1329 1262 83 1179 60 67 77 145
internal_count=4073804 112167 110838 641 78 563 55 48 110197 117 44 508 343 204 139 101 165 76 56 73 127 80 1329 1262 83 1179 60 67 77 145
is_linear=0
shrinkage=0.1


Tree=3922
num_leaves=31
num_cat=0
split_feature=6 6 0 1 2 1 7 1 1 1 0 3 4 5 3 7 0 4 4 0 0 3 3 4 3 3 0 0 3 1
split_gain=3.97899e+11 5.54339e+12 1.32094e+13 1.81803e+13 1.39914e+13 1.31148e+13 2.8284e+13 3.37929e+13 2.64757e+13 2.34092e+13 2.6645e+13 2.13849e+13 2.24222e+13 2.00928e+13 2.89812e+13 1.78744e+13 1.27575e+13 1.26489e+13 2.93159e+13 2.11451e+13 1.69257e+13 1.1481e+13 1.28516e+13 1.06144e+13 1.22244e+13 1.32636e+13 1.04724e+13 9.64307e+12 1.70665e+13 9.60377e+12
threshold=49.010000000000012 48.945000000000007 44.249882500000005 40.965343750000009 75.000000000000014 37.600779750000008 6.0000000000000009 37.534144550000008 37.702956500000006 37.475446350000006 55.768246800000007 1.5000000000000002 25.500000000000004 1.5000000000000002 8.5000000000000018 6.0000000000000009 55.568628050000008 16.500000000000004 11.500000000000002 55.685785750000008 55.753967500000009 7.5000000000000009 3.5000000000000004 11.500000000000002 3.5000000000000004 2.5000000000000004 43.6005307 55.737027400000009 7.5000000000000009 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 9 27 15 10 16 -11 13 14 -13 21 -4 18 19 -15 -21 22 -7 24 25 -3 -25 28 -8 -24
right_child=-2 2 4 -5 -6 8 7 -9 -10 11 -12 12 -14 17 -16 -17 -18 -19 -20 20 -22 -23 29 26 -26 -27 -28 -29 -30 -31
leaf_value=11.735106218378608 -31.761347784984185 -14211.32664822251 -26760.717740885419 -309.02046760559085 2313.6754991388343 -59724.13080714026 722.00773518880214 -43122.028906250001 839.67538175884044 -68328.753147321433 13136.027358774038 176045.26140625001 -72787.98553125 -34059.820880681822 9720.6031960227283 -126258.62193080358 -121153.36597222224 81937.136123511911 -79372.436116071432 125643.13515625001 13595.121763392859 -77541.108796721819 47188.616074810612 -91228.485759943185 8039.4286250361693 -66079.173567708334 -3957.2302343750002 141948.87466517856 118779.87654687499 -39318.361876860123
leaf_weight=2042214 2004014 134 21 800 25577 43 24 29 190 35 39 20 25 33 22 28 45 21 35 26 28 51 33 44 108 78 20 21 25 21
leaf_count=2042214 2004014 134 21 800 25577 43 24 29 190 35 39 20 25 33 22 28 45 21 35 26 28 51 33 44 108 78 20 21 25 21
internal_value=0 30.752 1439.1 -8894.13 1902.67 -10995.9 457.125 47648.6 -25046.2 -12891.3 -52395.9 4039.22 16100.5 28112.5 88922.8 -52991.1 -91119.3 10252.1 -2087.09 29004.7 67544.2 -39129.7 -18934 -26779.8 -19344.5 -33294.8 -63956.2 85253.6 60955.6 13547
internal_weight=0 2.06979e+06 27576 1184 26392 815 449 99 366 350 105 245 210 185 42 176 66 143 122 87 54 148 97 384 320 212 64 70 49 54
internal_count=4073804 2069790 27576 1184 26392 815 449 99 366 350 105 245 210 185 42 176 66 143 122 87 54 148 97 384 320 212 64 70 49 54
is_linear=0
shrinkage=0.1


Tree=3923
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 7 4 4 1 7 6 6 6 6 5 6 1 3 4 6 5 6 6 5 6 5 6 3 6
split_gain=4.0876e+11 1.1281e+13 4.96707e+13 2.64412e+13 2.24299e+13 4.07429e+13 7.47277e+13 5.24247e+13 3.12677e+13 2.78845e+13 4.67914e+13 3.2683e+13 2.46245e+13 2.38619e+13 2.11531e+13 2.37445e+13 2.03969e+13 2.33141e+13 2.00416e+13 1.9443e+13 2.20659e+13 3.04989e+13 2.56799e+13 1.90862e+13 2.45799e+13 1.97247e+13 1.72317e+13 4.3929e+13 1.81628e+13 1.69682e+13
threshold=45.00849250000001 45.015054600000006 38.958307950000012 54.990000000000002 39.029038350000008 39.069277450000008 6.0000000000000009 16.500000000000004 17.500000000000004 38.989878900000008 6.0000000000000009 74.015000000000015 40.610000000000007 79.710000000000022 71.715000000000018 2.5000000000000004 79.710000000000022 38.97264950000001 6.5000000000000009 23.500000000000004 103.03500000000001 2.5000000000000004 93.050000000000011 51.405000000000008 1.5000000000000002 64.805000000000021 2.5000000000000004 101.02000000000002 13.500000000000002 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -6 -9 10 14 -11 -10 -8 29 -16 -17 -18 -13 20 21 -14 -23 -21 -25 -26 -27 -28 -29 -4
right_child=1 -3 4 -5 5 -7 13 8 12 11 -12 18 19 -15 15 16 17 -19 -20 23 -22 22 -24 24 25 26 27 28 -30 -31
leaf_value=121.90386706517398 -23123.731929842987 2.4296498530127462 -7447.3872070691614 -89569.721820746534 3322.9960302422514 -4751.8121180913113 -21677.10290043171 52838.582102864588 -40358.50049715909 -10839.94705468348 65821.499054543034 -86632.76952227013 6678.1887052701104 -91208.729893275668 59482.55825693559 80782.854716435191 11136.19382169209 -67398.785101996531 -30007.569968503663 -6450.5691162109379 -73830.359598214287 113511.2370646159 20837.782209071829 111322.08669226697 -56220.873593750002 86665.4482421875 -60439.341616210935 22652.937109375001 120560.73897569446 -59288.531093750003
leaf_weight=257666 179 3801523 644 90 2466 6655 416 360 66 1867 109 87 543 56 98 27 126 54 222 64 28 54 67 59 20 72 40 40 36 70
leaf_count=257666 179 3801523 644 90 2466 6655 416 360 66 1867 109 87 543 56 98 27 126 54 222 64 28 54 67 59 20 72 40 40 36 70
internal_value=0 -8.23096 -2781.17 -45354.7 -1982.88 180.058 7661.62 12193.3 27289.4 -9211.45 3548.12 -15825.8 18843.4 -29926.6 -3113.11 18931.3 -266.845 -12424.3 -45950.6 22662.9 13128.2 16795.2 62196.2 42596.4 54352.9 38193.4 48237.5 24385.6 69030.3 -12529.9
internal_weight=0 3.81614e+06 14615 269 14346 11042 4387 3915 1449 3304 1128 2176 1089 472 1019 305 207 180 309 1023 692 664 121 331 267 208 188 116 76 714
internal_count=4073804 3816138 14615 269 14346 11042 4387 3915 1449 3304 1128 2176 1089 472 1019 305 207 180 309 1023 692 664 121 331 267 208 188 116 76 714
is_linear=0
shrinkage=0.1


Tree=3924
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 1 3 6 4 4 7 4 6 3 4 1 4 6 6 6 3 4 1 1 1 5 7 3 4 6
split_gain=4.21745e+11 5.21332e+12 1.86072e+13 7.73084e+13 2.74111e+13 2.10963e+13 3.45502e+13 3.37659e+13 1.41564e+13 1.17746e+13 2.41556e+13 1.54673e+13 1.11355e+13 9.43586e+12 8.57599e+12 1.07881e+13 7.86692e+12 7.68709e+12 7.55574e+12 9.58547e+12 7.42108e+12 7.41679e+12 7.38139e+12 8.17975e+12 2.09882e+13 1.37893e+13 1.36636e+13 1.23457e+13 7.09589e+12 7.02623e+12
threshold=45.073441650000007 45.07004340000001 39.004719500000007 38.989878900000008 99.050000000000011 39.018051150000005 1.5000000000000002 78.605000000000004 15.500000000000002 12.500000000000002 6.0000000000000009 19.500000000000004 64.015000000000015 9.5000000000000018 4.5000000000000009 38.927872750000006 11.500000000000002 61.805000000000007 74.015000000000015 80.030000000000015 1.5000000000000002 8.5000000000000018 41.966773150000002 39.033214400000013 39.029038350000008 1.5000000000000002 6.0000000000000009 17.500000000000004 3.5000000000000004 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 17 14 11 -11 22 -6 20 -16 -8 -5 -12 -20 -3 -19 23 24 -7 -25 27 -26 -14 -30
right_child=-2 2 5 8 13 12 16 -9 -10 10 18 -13 28 -15 15 -17 -18 21 19 -21 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=25.566236600300549 -11.578704461001875 14475.507038342354 43281.308990620455 -12121.116528176572 -29049.658077739197 9064.073876386763 -21104.209809351683 182113.62542613636 -40328.146547913442 -1913.5523359453907 8888.2483471985925 -24912.257162670379 33870.751926491481 -94701.814062500009 -3714.4313997507097 19282.516865962054 14394.304750058953 -52972.320549519864 67249.078941932094 15648.397625002088 -11649.095256092058 4734.666919787177 -17523.026009280667 3700.8966196228744 -617.376822413284 16551.309954359473 -31851.629852047063 -36899.895628805723 -5929.2155551295955 -60578.452937825525
leaf_weight=450616 3606732 179 86 552 81 1665 67 22 434 2630 1156 329 44 30 256 1004 915 96 52 117 277 29 147 2297 1164 1312 197 102 1192 24
leaf_count=450616 3606732 179 86 552 81 1665 67 22 434 2630 1156 329 44 30 256 1004 915 96 52 117 277 29 147 2297 1164 1312 197 102 1192 24
internal_value=0 89.4108 1837.67 -1964.62 2446.87 4811.48 17876.6 71562 -26229.8 3357.82 554.121 -4470.69 3062.83 -46793.5 10357.3 14610.1 11972.3 -17191.9 11775.6 31525.5 -1394.04 -39584.3 4644.81 5128.51 1385.71 8372.48 -7352.83 -3540.61 -5580.31 -7007.82
internal_weight=0 467072 16456 7222 6111 9234 1090 108 1111 6000 4284 2959 8144 111 1716 1260 982 677 1325 169 456 125 6884 6737 3128 3609 1463 1266 1260 1216
internal_count=4073804 467072 16456 7222 6111 9234 1090 108 1111 6000 4284 2959 8144 111 1716 1260 982 677 1325 169 456 125 6884 6737 3128 3609 1463 1266 1260 1216
is_linear=0
shrinkage=0.1


Tree=3925
num_leaves=31
num_cat=0
split_feature=6 6 4 2 4 1 1 1 6 0 4 2 1 3 1 3 3 3 0 0 1 1 1 1 0 0 1 3 0 0
split_gain=3.921e+11 2.89682e+12 1.15115e+13 2.66207e+13 1.78391e+13 3.16733e+13 1.70309e+13 1.65846e+13 1.63826e+13 1.35035e+13 1.18996e+13 1.15252e+13 1.04862e+13 9.92477e+12 1.19796e+13 9.62107e+12 9.25613e+12 2.15931e+13 1.83034e+13 2.92154e+13 1.62309e+13 1.57499e+13 1.24155e+13 1.2229e+13 8.60471e+12 8.56055e+12 1.82721e+13 8.0391e+12 7.82353e+12 8.02075e+12
threshold=41.505000000000003 41.005000000000003 23.500000000000004 36.000000000000007 20.500000000000004 37.543519500000009 37.873748150000004 37.71815560000001 41.365000000000002 55.791814000000009 24.500000000000004 2421.5000000000005 37.729575300000008 9.5000000000000018 37.631035900000008 7.5000000000000009 8.5000000000000018 6.5000000000000009 54.94613300000001 54.942865800000007 82.962856350000024 83.003420700000007 92.948588300000011 83.00362155000002 55.883833400000007 55.660117850000006 37.858952300000006 5.5000000000000009 60.05226170000001 60.002985000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 10 13 -6 -4 -8 -9 15 -15 -7 17 21 19 -19 -21 -5 -23 -20 -3 26 -14 -11 29 -12
right_child=-2 2 6 16 5 8 11 12 -10 27 28 -13 25 14 -16 -17 -18 18 23 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.033570771527444 -21.298974126072935 6447.1407866057452 -18986.133299289282 1897.4057973604763 -56184.153380926728 50062.008239293988 16965.543449183875 -50547.313378906256 147076.75056818183 -35754.756217447917 1624.3287117593864 -1933.5293540312866 -434.92178281148273 95690.711141304346 11545.925384521484 139149.45127840908 -1303.3235954903153 23.43295948399907 -646.26885342607864 15381.739143238337 39431.87301235857 -4366.4479483443201 15330.580412734304 9864.7251343623993 47270.813064236114 -11502.795111568539 -68899.819191176473 26821.251839952067 -24051.097818080358 31073.322148650826
leaf_weight=1250329 2768799 1177 360 19858 29 27 462 102 22 24 906 1070 72 23 64 22 15179 791 2890 710 464 7151 335 1794 54 655 85 142 105 103
leaf_count=1250329 2768799 1177 360 19858 29 27 462 102 22 24 906 1070 72 23 64 22 15179 791 2890 710 464 7151 335 1794 54 655 85 142 105 103
internal_value=0 45.1895 757.663 1160.91 13920.8 33738.4 -4463.5 -9742.94 67015.7 6775.2 -3180.58 3765.8 -20326 54064.6 33791.1 90060.5 749.865 1666.68 6777.8 14878.4 24887.1 423.858 -3485 3379.5 8237.94 -16529.7 -37501.9 17774.1 1927.14 4630.52
internal_weight=0 1.305e+06 54676 50756 1584 353 3920 2388 158 195 1474 1532 914 136 87 49 49172 33993 6649 1965 1174 27344 7486 4684 1231 812 157 166 1114 1009
internal_count=4073804 1305005 54676 50756 1584 353 3920 2388 158 195 1474 1532 914 136 87 49 49172 33993 6649 1965 1174 27344 7486 4684 1231 812 157 166 1114 1009
is_linear=0
shrinkage=0.1


Tree=3926
num_leaves=31
num_cat=0
split_feature=3 3 6 1 6 5 7 4 4 1 2 4 0 0 6 6 0 2 4 6 2 1 0 1 1 6 0 6 1 1
split_gain=3.98909e+11 3.0852e+12 1.43095e+13 2.02478e+13 5.84426e+13 2.01817e+13 1.84229e+13 2.09236e+13 3.14894e+13 6.17543e+13 3.64509e+13 4.24463e+13 3.10401e+13 4.21776e+13 2.98825e+13 4.95537e+13 4.65568e+13 3.24246e+13 2.95388e+13 3.06785e+13 4.51665e+13 2.41333e+13 2.334e+13 3.84098e+13 2.18331e+13 2.08556e+13 6.18202e+13 5.65182e+13 6.31269e+13 3.75168e+13
threshold=14.500000000000002 13.500000000000002 56.805000000000007 49.692247900000005 110.01500000000001 1.5000000000000002 6.0000000000000009 17.500000000000004 14.500000000000002 30.323041000000003 1250.5000000000002 15.500000000000002 55.834019500000004 55.897267000000006 84.00500000000001 86.030000000000015 55.93962770000001 75.000000000000014 15.500000000000002 93.050000000000011 3999.0000000000005 37.897576350000001 60.042359000000012 30.315889700000003 37.401708450000008 99.050000000000011 50.556058150000005 116.05000000000001 39.689978950000004 38.965413050000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 -4 11 12 -10 -14 -13 17 24 -16 19 -12 -21 -22 -9 -24 -17 -20 27 28 29 -27
right_child=-2 2 3 4 -6 -7 -8 22 10 -11 18 14 13 -15 15 16 -18 -19 25 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5165704998581782 107.96079145231582 -716.49260216472669 85684.003208705355 31.951679650052881 40532.962747796206 4403.4447612811737 -352.27626149435685 -13551.469734841841 20379.219996279764 -21479.340620159594 -10475.037165424186 -101.7602327222267 215261.56178977271 56251.124139846586 190464.79305555555 -23215.336478611684 -92869.419731841219 54940.284226600794 -5527.7241398236838 -84426.674903725681 -30857.403374280428 100750.27961647727 149866.69957386365 5012.1575885177754 46633.01086890811 124571.27800864361 -25925.343012395253 -23708.962500000001 207780.27881155303 12998.027827380953
leaf_weight=3686932 315724 31990 56 7522 374 10139 8405 4031 147 1353 426 2037 22 69 27 61 37 51 3471 159 38 22 22 109 168 47 179 69 33 84
leaf_count=3686932 315724 31990 56 7522 374 10139 8405 4031 147 1353 426 2037 22 69 27 61 37 51 3471 159 38 22 22 109 168 47 179 69 33 84
internal_value=0 -9.07 -661.314 -2370.07 1950.31 515.7 -3985.08 -6385.9 -3556.95 -17220.2 -863.306 8526.95 48793.4 94693.2 4502 31763.2 11210.7 101853 -6294.64 -26112.1 -56529.3 17398.7 -12201.5 29338.9 28027.1 -3002.79 18269.1 52221.1 84167.3 53028.1
internal_weight=0 3.75808e+06 71148 29019 7896 42129 21123 12718 8556 1409 7147 2619 238 91 2381 344 266 78 4528 645 219 60 4162 131 229 3883 412 233 164 131
internal_count=4073804 3758080 71148 29019 7896 42129 21123 12718 8556 1409 7147 2619 238 91 2381 344 266 78 4528 645 219 60 4162 131 229 3883 412 233 164 131
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 6 6 0 1 4 4 1 1 0 3 1 3 1 4 0 6 3 4 0 6 2 5 0 6 1
split_gain=4.10414e+11 4.80699e+12 1.11922e+13 4.14313e+13 2.13731e+13 1.99907e+13 1.77889e+13 1.17091e+13 1.3568e+13 1.15352e+13 1.20103e+13 1.32337e+13 1.51607e+13 1.05864e+13 2.11286e+13 2.80015e+13 1.60232e+13 4.83977e+13 2.6628e+13 2.51514e+13 1.5489e+13 2.40919e+13 1.42106e+13 1.28374e+13 1.07092e+13 1.05533e+13 3.27381e+13 2.68526e+13 1.33763e+13 1.03438e+13
threshold=45.036141150000006 39.366401150000009 44.249882500000005 39.777866350000004 2.5000000000000004 67.445000000000007 68.515000000000015 44.739668300000005 41.966773150000002 19.500000000000004 4.5000000000000009 41.966773150000002 40.377616600000003 45.001720900000002 10.500000000000002 41.966773150000002 8.5000000000000018 41.966773150000002 12.500000000000002 45.029425500000009 99.050000000000011 5.5000000000000009 14.500000000000002 44.878071950000013 76.605000000000004 2892.5000000000005 2.5000000000000004 45.00849250000001 120.05000000000001 39.018051150000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 -5 10 11 12 -8 23 16 24 18 -18 25 -20 -21 -22 -19 -12 -16 26 -15 -28 -27 -1
right_child=-2 2 3 6 5 -7 9 -9 -10 -11 13 -13 -14 14 15 -17 17 22 19 20 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-93.320880961442924 -9.2503773620446346 82.308116228938431 -7514.8120203126637 -2711.8467000996193 -35099.595129197012 -108629.46436011906 -32966.927439903848 914.7481539836059 -19428.821815398485 58052.675256799768 -16357.852295823533 -28556.599076891449 18765.086040415517 -113057.9156929348 34043.548776041665 55332.109439341228 -14444.898014785304 -26373.825654740765 -18060.57786748977 13175.88993079144 35699.853417968749 169876.86799422555 -117774.56904166668 2444.0905610370719 -20685.726067483836 -12667.42144636478 24809.299509277345 -95436.656118539671 -54578.618911554782 1538.7267656560123
leaf_weight=113062 3754876 121906 299 3007 309 42 65 15903 579 27 528 95 441 46 45 96 264 22 84 46 32 23 75 1163 174 1272 65 26 81 59151
leaf_count=113062 3754876 121906 299 3007 309 42 65 15903 579 27 528 95 441 46 45 96 264 22 84 46 32 23 75 1163 174 1272 65 26 81 59151
internal_value=0 108.909 -311.707 -2247.81 -27161.8 -43898 -1577.5 -249.195 -5410.99 -7120.83 -7499.83 5689.98 12119.7 -9461.01 -13801.3 10300.1 -17530.2 -36639.3 -13411.7 22370.6 55996.6 91810.2 -97044.5 -3426.65 -9439.98 -17854.5 -44302.3 -9546.69 -15176.5 467.248
internal_weight=0 318928 146715 24809 650 351 24159 19489 3586 4670 4643 601 506 4042 2351 315 2036 361 1675 185 101 55 97 1691 219 1490 137 91 1353 172213
internal_count=4073804 318928 146715 24809 650 351 24159 19489 3586 4670 4643 601 506 4042 2351 315 2036 361 1675 185 101 55 97 1691 219 1490 137 91 1353 172213
is_linear=0
shrinkage=0.1


Tree=3928
num_leaves=31
num_cat=0
split_feature=6 6 0 7 4 4 0 0 4 4 3 0 4 0 0 6 0 1 1 4 3 4 3 1 1 5 2 4 1 4
split_gain=4.10577e+11 4.97761e+12 1.11379e+13 1.28818e+13 1.25894e+13 1.87144e+13 1.49703e+13 3.2466e+13 1.40062e+13 1.18876e+13 1.31664e+13 2.22409e+13 1.32966e+13 1.16043e+13 1.09846e+13 5.06729e+13 2.80089e+13 1.71194e+13 1.08756e+13 1.3593e+13 1.0567e+13 1.01208e+13 1.01101e+13 3.08014e+13 1.95476e+13 1.20832e+13 9.649e+12 9.45935e+12 2.21166e+13 1.10919e+13
threshold=53.310000000000009 52.015000000000008 56.020150250000007 6.0000000000000009 19.500000000000004 18.500000000000004 59.91832440000001 59.939085000000013 14.500000000000002 24.500000000000004 16.500000000000004 56.309668500000008 22.500000000000004 60.064438250000002 59.864072000000007 52.990000000000002 59.898927250000007 30.330566300000005 30.260128500000004 17.500000000000004 2.5000000000000004 15.500000000000002 10.500000000000002 30.315889700000003 30.226173900000003 1.5000000000000002 915.50000000000011 9.5000000000000018 30.242318500000007 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 9 5 6 8 -8 14 10 12 -12 26 -11 -5 16 -16 -17 20 -20 -9 -10 24 -24 -7 -26 -4 -22 29 -29
right_child=-2 2 3 4 -6 22 7 18 21 13 11 -13 -14 -15 15 17 -18 -19 19 -21 27 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-2.0295412624384386 36.822838789664665 10.466051985724611 -13983.314534209239 371.56482670396616 -742.72850534491533 -110185.27958733976 -45412.236207201662 -43271.417258522735 -40435.812340198871 -21517.476722665149 116936.34353693182 12459.807603388248 27341.194241875957 31802.863224826389 56914.08985316685 63375.918537946432 -54979.206991872488 179354.1953125 -9427.3034876539223 -73832.004055606623 92960.949906994065 -8432.7656548268515 61707.21501953125 -45766.231826171876 -83440.254118303579 -17135.240975189208 -850.54212987322467 114920.51656249999 -52467.661503232761 20542.964257812502
leaf_weight=2268458 1736959 46403 583 1226 2455 39 298 22 110 439 22 276 163 45 35 35 62 20 906 34 21 972 40 80 35 128 13856 20 29 33
leaf_count=2268458 1736959 46403 583 1226 2455 39 298 22 110 439 22 276 163 45 35 35 62 20 906 34 21 972 40 80 35 128 13856 20 29 33
internal_value=0 -27.3701 -867.94 -2722.05 -6417.75 -9778.96 -7828.88 -16235.7 -3170.95 -1136.53 -635.521 20172.8 -1060.18 -16560 3515.28 28871.9 -14605.3 105550 -8071.78 -11756.8 19639.8 -11686.3 -32931.5 -9941.75 -46588.8 -31372.5 -1380.8 33077.1 17741 56157.1
internal_weight=0 2.33684e+06 68387 21984 6600 4145 3823 1363 2460 15384 14900 298 14602 484 1378 152 97 55 1065 940 125 1082 322 120 202 163 14439 103 82 53
internal_count=4073804 2336845 68387 21984 6600 4145 3823 1363 2460 15384 14900 298 14602 484 1378 152 97 55 1065 940 125 1082 322 120 202 163 14439 103 82 53
is_linear=0
shrinkage=0.1


Tree=3929
num_leaves=31
num_cat=0
split_feature=1 4 1 4 2 6 5 4 0 6 6 6 0 0 4 6 0 0 6 3 4 6 0 6 6 0 0 1 6 3
split_gain=4.27504e+11 4.68366e+12 1.27181e+13 3.47532e+13 5.73848e+13 6.41157e+13 4.19254e+13 4.50894e+13 3.5893e+13 3.77833e+13 4.65621e+13 3.96462e+13 3.5878e+13 7.6539e+13 4.60996e+13 4.43185e+13 3.32646e+13 3.19981e+13 3.88171e+13 2.84168e+13 2.71515e+13 2.70864e+13 2.63709e+13 6.57919e+13 7.11944e+13 3.12997e+13 2.8465e+13 2.3944e+13 2.36674e+13 2.34271e+13
threshold=37.873748150000004 12.500000000000002 37.843405600000004 24.500000000000004 75.000000000000014 94.02500000000002 3.5000000000000004 15.500000000000002 55.660117850000006 65.805000000000021 79.015000000000015 61.425000000000004 55.775215600000003 55.649510000000014 16.500000000000004 87.015000000000015 55.922096200000006 55.667390500000003 79.710000000000022 3.5000000000000004 15.500000000000002 55.405000000000008 55.685785750000008 79.710000000000022 87.395000000000024 55.743464250000009 55.696737300000009 37.858952300000006 57.995000000000012 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 28 12 -7 -8 9 11 29 21 13 20 15 -15 -14 18 -10 -19 27 -5 -16 -24 25 26 -25 -6 -4 -11
right_child=-2 2 3 8 5 6 7 -9 17 10 -12 -13 16 14 22 -17 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-164.09818373970126 -19.139995566250146 157.45080966751075 -1855.6435178420461 -2491.5438700358077 -9172.3442993164062 -33429.846371117361 -49119.725668025363 48454.547472902013 36913.672822193992 -73461.307626139329 34897.095862379814 59901.244590079063 -2942.0293681404692 38568.141635828571 10586.08889952812 154726.14948299632 12075.919335420005 25657.798656163683 -55608.002803308824 -2701.3627536158128 4465.253408831325 -30147.460202080329 18996.675047197572 139653.7166155134 12337.672563100961 84129.039032764922 295854.15000000002 -74063.978483072919 -24071.345867162076 -10377.272920422678
leaf_weight=507113 3019657 524334 1333 1164 176 579 69 151 409 240 65 83 2975 968 1828 34 2925 379 51 5218 1774 509 707 28 65 39 20 84 749 78
leaf_count=507113 3019657 524334 1333 1164 176 579 69 151 409 240 65 83 2975 968 1828 34 2925 379 51 5218 1774 509 707 28 65 39 20 84 749 78
internal_value=0 54.8275 257.777 2575.14 5516.46 8091.59 -19309.8 17851.7 -2629.94 -13765.9 -42224.1 -7558.89 9975.24 15616.4 24203.6 42509.6 4503.31 1302.67 26655.8 -781.026 42.1105 -10905.7 17377.1 31828.9 91515.6 150671 204737 -30137.3 -9847.75 -57987.9
internal_weight=0 1.05415e+06 547034 22700 14504 12422 799 220 8196 2139 383 1756 11623 5723 3689 1002 5900 6057 460 5597 2034 1673 2687 859 152 87 48 260 2082 318
internal_count=4073804 1054147 547034 22700 14504 12422 799 220 8196 2139 383 1756 11623 5723 3689 1002 5900 6057 460 5597 2034 1673 2687 859 152 87 48 260 2082 318
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=31
num_cat=0
split_feature=1 0 2 6 0 6 4 4 0 7 6 0 0 6 7 4 7 0 4 4 4 1 3 6 4 0 6 5 6 6
split_gain=4.12305e+11 7.14125e+12 5.00753e+13 2.5498e+13 1.65751e+13 2.50103e+13 2.43692e+13 3.74165e+13 2.60828e+13 3.29962e+13 2.4758e+13 2.06282e+13 2.2855e+13 2.40601e+13 2.72432e+13 2.10867e+13 3.75467e+13 4.3036e+13 3.51427e+13 3.61086e+13 2.95724e+13 2.60814e+13 2.35443e+13 2.23263e+13 2.5503e+13 2.17199e+13 2.09511e+13 4.45375e+13 2.09386e+13 4.59788e+13
threshold=30.157841000000001 59.825842200000004 3338.0000000000005 73.995000000000019 59.882709350000006 91.02500000000002 16.500000000000004 17.500000000000004 60.05226170000001 6.0000000000000009 55.805000000000007 60.034792100000011 60.01610465000001 64.015000000000015 6.0000000000000009 7.5000000000000009 6.0000000000000009 60.002985000000002 12.500000000000002 14.500000000000002 13.500000000000002 30.084656550000002 14.500000000000002 44.820000000000007 9.5000000000000018 59.898927250000007 56.010000000000012 2.5000000000000004 75.605000000000004 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 10 -10 -8 12 15 14 -14 21 23 18 25 -20 -19 -6 28 -17 -25 -18 -23 -28 29 -21
right_child=-2 4 -4 -5 6 -7 7 -9 9 -11 -12 -13 13 -15 -16 16 17 20 19 22 -22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-9454.6619781143054 -4.1646469603691969 2647.3973273086549 365.57638704414194 -36327.392924000735 -1867.4278352152721 19425.682616672981 42324.365680714145 2408.1917585710189 35847.561507812497 -113523.60915178571 123186.337375 1130.2472606415886 -9383.8934760812372 -77051.712788085948 -70739.37652860755 -8555.5117017496323 -7060.5146751226384 106724.35709292763 39756.941400923301 -22888.322149108219 -17314.014116379312 6079.8028432992796 70392.182031250006 -30649.608233015111 -88090.11497772469 -98395.314405776517 140892.85251844619 -25577.019906250003 -79566.115020507816 68264.00084635416
leaf_weight=2434 4005167 13920 40678 413 1892 949 156 1001 50 21 50 4787 487 80 85 191 43 57 165 455 29 78 32 214 121 66 45 25 50 63
leaf_count=2434 4005167 13920 40678 413 1892 949 156 1001 50 21 50 4787 487 80 85 191 43 57 165 455 29 78 32 214 121 66 45 25 50 63
internal_value=0 243.019 -531.762 -13353 1585.9 3718.26 -1509.49 11409.2 43936.1 -8332.64 61951.1 -3351.1 -8485.66 -25685.5 -18501.4 -5305.2 -14366 -2599.92 -9241.54 -1672.44 64897.5 1295 -13065.5 -35840.3 -51396.8 -62364.2 41722.8 81439.3 -17767.4 -11802.2
internal_weight=0 68637 43525 2847 25112 14869 10243 1278 277 71 206 8965 4178 652 572 3526 1486 960 874 765 86 2040 600 526 335 109 148 70 568 518
internal_count=4073804 68637 43525 2847 25112 14869 10243 1278 277 71 206 8965 4178 652 572 3526 1486 960 874 765 86 2040 600 526 335 109 148 70 568 518
is_linear=0
shrinkage=0.1


Tree=3931
num_leaves=31
num_cat=0
split_feature=4 4 6 6 2 0 0 6 1 0 6 6 6 3 6 6 0 0 0 0 0 6 7 6 6 7 6 3 2 2
split_gain=4.27251e+11 4.17706e+12 2.02299e+13 5.20923e+13 3.27998e+13 3.52797e+13 2.37801e+14 2.5859e+13 3.52285e+13 5.51133e+13 4.78179e+13 3.25601e+13 3.84049e+13 2.83156e+13 2.87674e+13 3.51814e+13 2.40902e+13 2.55962e+13 2.30751e+13 3.06165e+13 2.90361e+13 2.55139e+13 2.36908e+13 2.13756e+13 2.1195e+13 6.12792e+13 4.65463e+13 6.78996e+13 4.15278e+13 8.18998e+13
threshold=10.500000000000002 11.500000000000002 90.045000000000016 86.920000000000016 75.000000000000014 55.768246800000007 55.753967500000009 53.005000000000003 37.702956500000006 55.806294650000005 58.045000000000009 61.025000000000006 59.245000000000012 3.5000000000000004 83.010000000000005 78.605000000000004 59.950512650000007 59.905532300000012 55.039488700000007 54.973017600000006 47.285193200000002 134.05000000000004 6.0000000000000009 142.05000000000004 96.050000000000011 6.0000000000000009 95.045000000000016 7.5000000000000009 2875.5000000000005 2865.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 -9 12 -11 14 15 -13 17 -5 19 20 21 -4 23 -22 25 26 28 -28 29 -20
right_child=1 -3 18 16 -6 7 -8 8 -10 11 -12 13 -14 -15 -16 -17 -18 -19 24 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=25.060601689545592 8253.5991791762663 -16.071813526233907 4481.1621049412079 -28023.770869810542 -2522.4637442583244 -16881.165294927207 161137.95973668981 73682.894075520846 134530.53268821022 37441.789487355032 -83054.64403064322 40413.92702205883 178726.22151692709 -8300.9158373260489 -54766.010119047627 188490.8828125 27873.562285958906 -112272.64309210527 47870.770751953125 -19024.559214594032 48726.934763234814 -32946.396208351172 -55929.138281250001 -12925.720814732143 6438.610857990021 -6361.3175918744364 283453.5854910714 34747.558084239128 -2452.929370325855 260054.53392857141
leaf_weight=2547999 1755 1489647 1082 707 27086 733 108 24 22 97 103 68 24 320 21 21 73 38 136 744 286 219 30 70 1932 277 21 23 117 21
leaf_count=2547999 1755 1489647 1082 707 27086 733 108 24 22 97 103 68 24 320 21 21 73 38 136 744 286 219 30 70 1932 277 21 23 117 21
internal_value=0 -41.8496 -1103.85 -2046.76 -1376.29 8042.74 17116.5 -3753.73 9992.56 5951.5 -53435 19639.5 65465.1 6744.36 50512.4 75353.4 -26949.1 -32321 4829.75 -2125.75 5326.96 -1819.1 29412.5 36604.2 11521 28023.9 57975.8 153448 42644.4 76252
internal_weight=0 1.5258e+06 36158 31200 30382 3296 1863 1433 700 678 127 551 121 430 110 89 818 745 4958 2431 1687 1301 386 356 2527 595 318 44 274 157
internal_count=4073804 1525805 36158 31200 30382 3296 1863 1433 700 678 127 551 121 430 110 89 818 745 4958 2431 1687 1301 386 356 2527 595 318 44 274 157
is_linear=0
shrinkage=0.1


Tree=3932
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 3 0 0 0 4 6 0 6 6 5 6 5 6 7 6 4 1 6 4 4 0 0 4 4 0
split_gain=3.91004e+11 7.06952e+12 1.75697e+13 1.24868e+13 8.43782e+12 7.34473e+12 6.98683e+12 3.44964e+13 1.19803e+13 9.53215e+12 8.39815e+12 8.33729e+12 7.46897e+12 6.92978e+12 6.2502e+12 7.13454e+12 6.79349e+12 7.86221e+12 5.87779e+12 5.25355e+12 4.67867e+12 4.58599e+12 3.15083e+13 2.87866e+13 3.27457e+13 3.38125e+13 2.8354e+13 4.22839e+13 2.64627e+13 4.1556e+13
threshold=63.728898350000001 61.511492200000006 5.5000000000000009 80.720000000000013 34.905000000000008 13.500000000000002 55.161746650000005 55.123213100000008 55.111813300000001 16.500000000000004 56.805000000000007 56.067362750000008 60.910000000000004 79.710000000000022 2.5000000000000004 122.65000000000002 3.5000000000000004 95.045000000000016 6.0000000000000009 69.605000000000004 7.5000000000000009 65.493200550000012 86.030000000000015 17.500000000000004 16.500000000000004 57.14107305000001 57.15297970000001 14.500000000000002 12.500000000000002 57.100506200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 7 8 19 13 -9 -8 -13 -10 -5 16 17 -16 -3 -6 -14 22 23 24 25 28 -27 -28 29 -2
right_child=21 2 4 14 5 -7 11 10 9 -11 -12 12 20 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.1576139666996283 712.08658674500293 1161.0866918318945 4308.4337347964092 31764.517102581525 -11197.758876410591 42918.516322544645 -1673.2894566260832 -31072.933750310025 1542.5402148437502 -49229.155712890628 -68797.063137569945 -21020.452034059537 -44511.365878018463 30705.403004028325 -18003.187140122034 -63495.488904138518 2460.2952148437503 -70119.067947635136 -18979.347621040604 -30667.11990037834 3638.5947067510892 26.840127055854015 -13818.838555801303 16199.201313140931 -14375.953702072869 -12263.439480840014 -868.83369916915899 28252.437202524208 967.26107770202293 25545.989946346173
leaf_weight=2997977 1112 10156 613 23 1080 28 1962 126 440 32 111 509 22 100 133 37 111 37 147 159 244 1044181 1199 1493 1176 1788 4420 562 2116 1710
leaf_count=2997977 1112 10156 613 23 1080 28 1962 126 440 32 111 509 22 100 133 37 111 37 147 159 244 1044181 1199 1493 1176 1788 4420 562 2116 1710
internal_value=0 -18.3704 -2110.2 250.615 -6741.33 -8148.66 -8447.49 -12864.9 -8169.92 3800.57 -48741.2 -5142.07 -13923.7 6943.07 -18576.2 -22217.2 -16782 -29346.1 873.729 -13696.2 -343.733 52.2471 1755.48 3054.33 1531.1 3128.87 -1460.77 2416.22 9421.27 15760.3
internal_weight=0 3.01405e+06 16070 10644 5426 4813 4785 2048 1811 572 237 2737 775 540 341 318 281 170 10303 1239 266 1.05976e+06 15576 14377 12884 11708 6770 4982 4938 2822
internal_count=4073804 3014047 16070 10644 5426 4813 4785 2048 1811 572 237 2737 775 540 341 318 281 170 10303 1239 266 1059757 15576 14377 12884 11708 6770 4982 4938 2822
is_linear=0
shrinkage=0.1


Tree=3933
num_leaves=31
num_cat=0
split_feature=5 0 6 0 0 4 3 6 6 4 6 0 0 1 1 0 6 0 4 6 1 6 0 1 4 4 1 0 3 1
split_gain=3.94333e+11 3.13479e+12 1.11098e+13 2.10075e+13 1.82075e+13 3.21008e+13 2.00738e+13 1.24161e+13 3.63185e+13 2.94204e+13 3.97399e+13 3.55746e+13 3.82251e+13 2.57919e+13 6.11215e+13 3.23588e+13 2.55279e+13 2.33151e+13 2.32359e+13 2.22749e+13 2.71628e+13 4.46657e+13 2.97117e+13 2.78179e+13 2.467e+13 1.99594e+13 2.35659e+13 2.53377e+13 1.94548e+13 1.85389e+13
threshold=4.5000000000000009 56.83050475000001 149.05000000000004 56.872182500000008 57.14107305000001 6.5000000000000009 9.5000000000000018 118.04500000000002 110.01500000000001 7.5000000000000009 120.05000000000001 59.905532300000012 57.719618750000002 30.315889700000003 30.323041000000003 59.939085000000013 130.05000000000004 59.864072000000007 15.500000000000002 138.05000000000004 30.452677500000004 134.05000000000004 59.939085000000013 39.908802000000009 4.5000000000000009 6.5000000000000009 30.330566300000005 59.91832440000001 7.5000000000000009 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 -3 13 17 12 18 15 -15 -9 -13 -11 -12 20 21 22 -16 -22 -21 26 29 -28 -27 -10
right_child=1 2 3 4 -6 6 -8 9 25 10 11 16 -14 14 19 -17 -18 -19 -20 24 23 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-1.8523169766467125 -359.89190556896858 -2024.2767875416878 57170.432245879121 84384.391867897735 12094.735249726808 -70194.883218315983 26756.799776785716 41972.319025642646 68121.658584222561 -2645.5521173650573 60974.418917410716 28625.782249915083 -64541.486896306829 -175141.14547413794 19040.035615443325 -26966.362454405527 133977.96858440895 -151827.7459375 -41815.541810344832 23784.17375837054 -117436.97199218751 113567.12946873257 -70842.481562500005 -7836.4737730823872 -82073.553312727556 -36039.114602272726 113863.42242968752 -5119.5327845982147 45059.968112182622 180291.58892663044
leaf_weight=4059415 10600 1289 91 22 958 90 28 124 41 22 91 46 55 29 111 151 46 20 29 28 40 35 55 55 103 55 25 63 64 23
leaf_count=4059415 10600 1289 91 22 958 90 28 124 41 22 91 46 55 29 111 151 46 20 29 28 40 35 55 55 103 55 25 63 64 23
internal_value=0 522.574 2991.34 10998.6 7172.01 -26513.5 -47189.4 -670.46 4971.89 -9133.98 16735.5 30958.8 4492.8 -20069.2 -34656.2 4118.72 81301.9 -73684.7 36133.5 -25115.1 -9920.7 10905.3 -10740.3 -53984.1 -59447.5 38248.8 62261.5 28682.4 7577.2 108433
internal_weight=0 14389 3789 1189 1098 140 118 2600 1560 1040 309 267 175 731 456 275 92 42 120 427 296 201 166 95 131 271 152 88 119 64
internal_count=4073804 14389 3789 1189 1098 140 118 2600 1560 1040 309 267 175 731 456 275 92 42 120 427 296 201 166 95 131 271 152 88 119 64
is_linear=0
shrinkage=0.1


Tree=3934
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 0 6 6 3 0 0 4 6 4 3 6 3 6 4 3 6 5 0 1 1 0 1 3 4
split_gain=3.93371e+11 3.45222e+12 1.80763e+13 2.84105e+13 2.49093e+13 2.50636e+13 1.59793e+13 1.49692e+13 1.41372e+13 1.47016e+13 2.12668e+13 2.26175e+13 1.86995e+13 2.72072e+13 2.23996e+13 1.7756e+13 4.47153e+13 3.40238e+13 2.45569e+13 1.64407e+13 1.99082e+13 1.34932e+13 2.4956e+13 3.6294e+13 1.7462e+13 1.54747e+13 1.96343e+13 2.77608e+13 3.19335e+13 2.55049e+13
threshold=47.245981600000007 51.307150200000002 19.500000000000004 39.763755750000009 39.735861600000007 23.500000000000004 47.295021550000008 105.00500000000001 112.00500000000001 13.500000000000002 48.179569850000007 47.285193200000002 9.5000000000000018 114.05000000000001 13.500000000000002 2.5000000000000004 149.05000000000004 1.5000000000000002 128.05000000000004 8.5000000000000018 6.5000000000000009 84.810000000000016 2.5000000000000004 47.285193200000002 36.555998300000006 39.712886600000012 47.267650700000011 39.723160900000003 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 8 4 5 7 -5 -4 21 12 11 -11 19 14 -14 16 17 -15 -19 -10 -21 -2 23 -23 -24 -26 27 -27 29 -29
right_child=1 -3 3 6 -6 -7 -8 -9 9 10 -12 -13 13 15 -16 -17 -18 18 -20 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=68.470185806270194 -368.0556122390521 5.9307512447888087 -12991.531509955217 -17111.380722986665 -30853.07686769967 1705.7624758954616 9662.7884627186977 -59374.429207356778 -9818.4693234666629 -28396.29635641164 -13653.779402923585 -158188.83875 41718.406304931646 -30101.567246093753 -51016.869125017438 4587.6549807264182 -84319.983007812509 71827.805365953944 204585.29900568182 -66972.60543133496 8962.2305074055985 -85373.85505445076 -24708.737967395235 -6313.6250164529556 12097.014223839602 -25782.843020019533 -2769.8490597594987 21462.512392993685 -49492.551879882812 94743.170211791992
leaf_weight=695766 113769 3250391 2070 266 511 1702 1376 72 509 29 128 25 32 20 140 758 20 38 22 123 48 66 173 483 3108 80 1857 94 32 96
leaf_count=695766 113769 3250391 2070 266 511 1702 1376 72 509 29 128 25 32 20 140 758 20 38 22 123 48 66 173 483 3108 80 1857 94 32 96
internal_value=0 -14.1026 -524.231 -5883.9 -10110.3 -7352.82 5325.44 -14550.6 -260.014 -8836.66 -35856.6 -88485.4 -5960.86 2535.9 -33763.8 9812.76 49419 82853.8 120506 -18830.9 -45657.6 -124.516 4501.85 -15818.1 6552.52 7579.33 1075.88 24723.3 42923.7 58488.5
internal_weight=0 3.37804e+06 127647 5997 4355 3844 1642 2142 121650 1892 182 54 1710 1030 172 858 100 80 60 680 171 119758 5989 549 5440 5267 2159 302 222 190
internal_count=4073804 3378038 127647 5997 4355 3844 1642 2142 121650 1892 182 54 1710 1030 172 858 100 80 60 680 171 119758 5989 549 5440 5267 2159 302 222 190
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=31
num_cat=0
split_feature=0 0 0 4 6 6 1 1 1 1 1 3 4 3 3 3 4 6 6 6 3 4 3 4 6 6 1 6 6 1
split_gain=3.66284e+11 2.43343e+12 6.59182e+12 2.29068e+13 1.66182e+13 1.7286e+13 2.30795e+13 2.29004e+13 2.24577e+13 1.5452e+13 2.00071e+13 3.05703e+13 1.68899e+13 1.85676e+13 1.44924e+13 1.41788e+13 1.32883e+13 1.3587e+13 1.18092e+13 1.96523e+13 1.46284e+13 1.12461e+13 1.09147e+13 8.92216e+12 8.91811e+12 8.84589e+12 8.61019e+12 1.20802e+13 3.68481e+13 8.16892e+12
threshold=54.94110555000001 54.962581500000006 54.973017600000006 4.5000000000000009 55.805000000000007 66.990000000000023 83.050033500000012 82.95992385000001 83.117716000000016 82.941727000000014 82.886781200000016 4.5000000000000009 17.500000000000004 1.5000000000000002 22.500000000000004 19.500000000000004 2.5000000000000004 37.995000000000012 89.00500000000001 86.920000000000016 5.5000000000000009 5.5000000000000009 2.5000000000000004 16.500000000000004 101.02000000000002 71.715000000000018 82.860505900000007 59.815000000000005 59.505000000000003 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 6 7 26 9 10 11 -7 13 -12 15 21 25 -18 19 20 -13 -11 -23 -22 -19 -3 27 28 -6 -5
right_child=1 2 -4 4 5 8 -8 -9 -10 14 12 18 -14 -15 -16 -17 17 24 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.771633245581555 -399.27262276598287 4824.6190969640957 -9.3780730720352938 5872.5392224546395 30145.54661926036 -14600.984704648625 -24095.656087752213 94952.453168945329 88919.100176411288 -53474.483152173918 50702.921448863635 31061.261712541615 36338.534144422745 -45552.173183919273 -2088.7455442489495 90443.757038762036 3727.0604721107011 -18758.515652800259 -35139.810483284884 86006.876772103657 -12494.065997225996 47724.789427083335 13589.200498547534 20476.577190264536 40456.315339543275 -55510.974375000005 9903.6390604236167 15939.209962695313 152861.70393518519 -1301.085321360174
leaf_weight=1301151 159869 867 2597930 2289 261 623 127 40 31 23 22 291 36 225 595 26 405 1168 43 41 207 105 868 136 26 25 668 500 27 5179
leaf_count=1301151 159869 867 2597930 2289 261 623 127 40 31 23 22 291 36 225 595 26 405 1168 43 41 207 105 868 136 26 25 668 500 27 5179
internal_value=0 -20.5412 2.63237 2103.23 3865.96 8394.47 16832.1 20306.5 4209.19 3398.95 -3490.99 1607.92 -27652.3 -36978.8 10318.7 17542.2 -6645.3 -12100.5 15672.2 18909.1 14570 15639.2 17272.9 578.842 -17469.1 3133.6 18255.8 25336.1 41650.2 897.686
internal_weight=0 2.77265e+06 2.61278e+06 14854 12363 4895 1623 1496 3272 3241 1624 1341 283 247 1617 1022 2491 1599 718 675 634 996 973 343 1194 892 1456 788 288 7468
internal_count=4073804 2772653 2612784 14854 12363 4895 1623 1496 3272 3241 1624 1341 283 247 1617 1022 2491 1599 718 675 634 996 973 343 1194 892 1456 788 288 7468
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 0 6 0 5 6 6 6 4 1 4 1 3 4 5 4 0 6 3 4 4 6 6 6 4
split_gain=3.86003e+11 8.25118e+12 1.87011e+13 1.6102e+13 2.19581e+13 1.47704e+13 4.55077e+13 2.80008e+13 2.90569e+13 2.48974e+13 4.60518e+13 3.84878e+13 3.96148e+13 4.36417e+13 5.95785e+13 3.27439e+13 3.01693e+13 5.67905e+13 2.79404e+13 2.73743e+13 3.03418e+13 2.69406e+13 2.53383e+13 2.48046e+13 3.23883e+13 3.56302e+13 3.10635e+13 2.88704e+13 4.23903e+13 2.59719e+13
threshold=39.652459050000012 39.718675700000013 3.5000000000000004 43.687280500000007 32.005000000000003 62.010000000000012 47.222459950000008 122.65000000000002 47.285193200000002 2.5000000000000004 112.00500000000001 118.04500000000002 82.905000000000015 6.5000000000000009 39.689978950000004 10.500000000000002 39.689978950000004 2.5000000000000004 24.500000000000004 3.5000000000000004 15.500000000000002 43.687280500000007 81.705000000000013 7.5000000000000009 8.5000000000000018 18.500000000000004 64.405000000000015 84.810000000000016 78.605000000000004 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 -4 9 -8 -9 10 21 12 15 16 -15 -11 17 -14 -16 -13 -21 23 -23 24 -7 -26 -25 28 -28 -29
right_child=1 -3 5 -5 -6 6 7 8 -10 11 -12 19 13 14 18 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 27 29 -30 -31
leaf_value=-36.177631902409324 -25510.12420504386 -4.920297994865094 680.05071433786713 -7389.8425322688627 25167.231338161895 27542.074526073804 2309.6498443207802 -14337.535887076185 -95191.993058894237 8022.5574750076239 -122453.327421875 65553.803965273008 105579.12831439395 -47691.204160269146 27448.518245829313 56103.535816406249 -68227.339968039771 -66336.634510869568 -83481.708300781262 26736.484608641316 -88337.559375000012 40298.771640860323 110420.20459544699 136646.76008911134 -48209.182334515841 83205.172916666663 33325.124069148937 181415.766484375 -113186.77037500002 33288.188065732764
leaf_weight=1710743 114 2299324 44203 3797 342 233 11703 306 52 743 20 182 33 173 421 175 187 46 24 193 26 332 61 32 147 24 94 20 25 29
leaf_count=1710743 114 2299324 44203 3797 342 233 11703 306 52 743 20 182 33 173 421 175 187 46 24 193 26 332 61 32 147 24 94 20 25 29
internal_value=0 26.1909 1148.53 -5257.51 12497.9 1606.55 4286.62 1466.92 -26081.8 14848.2 27790.1 8873.73 2638.56 -12470.8 2106.29 17188.3 -46337.9 5476.28 21465.8 36893.2 13074.7 30804 51182.8 17544.3 3285.84 -29765.1 46346.3 29146.2 2545.31 93748.4
internal_weight=0 2.36306e+06 63737 4253 456 59484 15281 12061 358 3220 1017 2203 1802 884 618 918 266 79 445 401 219 997 393 604 404 171 200 168 119 49
internal_count=4073804 2363061 63737 4253 456 59484 15281 12061 358 3220 1017 2203 1802 884 618 918 266 79 445 401 219 997 393 604 404 171 200 168 119 49
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=31
num_cat=0
split_feature=0 5 1 1 4 6 3 6 4 6 3 6 1 4 6 6 3 7 3 6 5 1 1 4 6 6 4 1 1 6
split_gain=3.87761e+11 5.37417e+12 1.24769e+13 3.30422e+13 2.55903e+13 2.48291e+13 4.18985e+13 3.10027e+13 2.48837e+13 1.6482e+13 1.47787e+13 2.02427e+13 2.73652e+13 2.24528e+13 2.7535e+13 2.53524e+13 1.84031e+13 1.46811e+13 1.26883e+13 3.60893e+13 2.09428e+13 1.48366e+13 2.21013e+13 4.62937e+13 4.20168e+13 1.90055e+13 1.61924e+13 5.99039e+13 5.88297e+13 9.61489e+13
threshold=43.687280500000007 3.5000000000000004 39.749243900000003 43.862029600000007 16.500000000000004 70.50500000000001 3.5000000000000004 80.720000000000013 5.5000000000000009 130.05000000000004 5.5000000000000009 189.00000000000003 43.56803845000001 5.5000000000000009 156.15000000000003 118.04500000000002 4.5000000000000009 6.0000000000000009 6.5000000000000009 104.01000000000001 4.5000000000000009 39.735861600000007 39.703507450000011 4.5000000000000009 116.05000000000001 103.03500000000001 4.5000000000000009 39.723160900000003 39.723160900000003 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -3 8 -7 -6 11 13 -13 17 15 16 -15 -4 21 -20 -21 22 23 -9 25 -25 28 -28 -24 -30
right_child=-2 2 3 -5 9 7 -8 18 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=-365.75079336691556 4.7889336121150192 -188281.73507812503 11380.367815690841 -1134.75520256906 36694.71875 6947.8295355902783 11703.295738636363 -177909.25964673914 132642.48588169643 160819.83687500001 -763.28238076699745 -125382.64040178571 34210.02784090909 43554.733921224768 131520.61880278715 -8566.8433177083334 131637.50383064518 73487.12484756099 96926.964062500003 -43110.620127467111 58058.521644810273 -61245.966219190137 -22470.576522714124 -1074.2003162202382 103445.90101841518 -134074.69147727275 21461.776500496035 -99263.526549692629 283560.30828125001 -10606.276066406252
leaf_weight=91305 3977958 20 531 2549 23 36 22 23 28 20 370 21 22 101 37 75 31 41 39 76 28 71 81 21 21 22 126 61 20 25
leaf_count=91305 3977958 20 531 2549 23 36 22 23 28 20 370 21 22 101 37 75 31 41 39 76 28 71 81 21 21 22 126 61 20 25
internal_value=0 -198.758 3158.93 5434.32 18598.3 -8916.45 -83527.7 -4294.51 61939.2 94427.3 15945.2 23142.1 -43730.6 26666 52063.7 37861.2 64240.8 15832.1 -11198.4 14890.8 -15872.8 -19119.3 -11641.8 -56227 -12497.5 -69121 750.931 -17919.2 28459.8 120134
internal_weight=0 95846 4541 3821 1272 720 42 678 64 43 1229 859 43 816 244 207 132 572 614 143 104 471 400 87 64 43 313 187 126 45
internal_count=4073804 95846 4541 3821 1272 720 42 678 64 43 1229 859 43 816 244 207 132 572 614 143 104 471 400 87 64 43 313 187 126 45
is_linear=0
shrinkage=0.1


Tree=3938
num_leaves=31
num_cat=0
split_feature=6 5 4 1 2 1 1 6 1 2 0 0 4 0 6 6 6 1 5 4 1 5 0 0 4 1 1 0 0 1
split_gain=3.9017e+11 3.26109e+12 7.90993e+12 8.61486e+12 9.98668e+12 8.02046e+12 9.97863e+12 1.40675e+13 7.07943e+12 6.7123e+12 5.92595e+12 1.15085e+13 7.61947e+12 1.41967e+13 5.93336e+12 5.08188e+12 1.77779e+13 1.65981e+13 1.72748e+13 3.3199e+13 1.01101e+13 8.83046e+12 1.17758e+13 1.10905e+13 1.25582e+13 1.11657e+13 9.82486e+12 8.56083e+12 1.71843e+13 1.32713e+13
threshold=34.310000000000009 1.5000000000000002 4.5000000000000009 92.791023150000015 5325.0000000000009 30.362494150000003 30.330566300000005 28.005000000000006 30.323041000000003 75.000000000000014 59.950512650000007 59.848366150000011 6.5000000000000009 59.963561900000009 30.425000000000001 15.450000000000001 22.940000000000005 37.729575300000008 3.5000000000000004 8.5000000000000018 37.290808600000013 4.5000000000000009 55.676890650000011 57.205086850000008 16.500000000000004 37.517483500000004 65.559704250000024 55.850146250000009 55.783232450000007 37.873748150000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 8 -8 10 -3 11 -4 -12 -14 -15 20 17 -17 -19 -20 -7 22 -22 24 25 -24 27 28 29 -27
right_child=-2 2 3 4 -6 15 7 -9 -10 -11 12 -13 13 14 -16 16 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=119.95188319666032 -12.376690345037137 -48154.928819444445 -13698.210606971154 31317.733334980629 -728.06920254879071 -26488.139109596636 108766.79220145089 17149.714587843562 -26676.804151692708 1815.8488557504616 -38507.268524639425 33296.277992977462 78354.566745923919 -46555.471412816543 3141.5747816685271 -115532.7549609375 -4400.0893545216904 -30851.290240559898 124377.42230113636 -41110.825940393523 -3123.9647546364445 -46807.115254934208 88525.566000000006 -11584.082634762684 -15110.773368850558 -60943.707636718755 68466.315752704322 7303.9081161499025 82613.905379544769 29493.121771666061
leaf_weight=544718 3512084 27 78 155 261 141 21 83 75 6079 52 157 23 29 140 20 6805 300 22 27 1644 38 25 166 101 20 39 336 52 86
leaf_count=544718 3512084 27 78 155 261 141 21 83 75 6079 52 157 23 29 140 20 6805 300 22 27 1644 38 25 166 101 20 39 336 52 86
internal_value=0 77.3837 -1286.44 -2901.1 11212.1 -3461.31 7226.92 35649.3 1891.31 1594.88 6364.39 17698.1 -4551.28 4645.14 -5386.32 -4177.35 -5559.29 -26936.9 -21859.8 33190 -433.363 1032.02 1768.31 11517.3 17336.4 23209.5 20145.9 16331.1 35528.2 12429.6
internal_weight=0 561720 17002 10896 416 10480 658 104 554 6106 479 235 244 192 169 9822 7174 369 349 49 2648 2507 2469 825 659 558 533 494 158 106
internal_count=4073804 561720 17002 10896 416 10480 658 104 554 6106 479 235 244 192 169 9822 7174 369 349 49 2648 2507 2469 825 659 558 533 494 158 106
is_linear=0
shrinkage=0.1


Tree=3939
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 0 4 3 6 6 0 6 4 4 6 6 6 6 0 4 4 6 4 4 6 0 6 3
split_gain=3.85786e+11 7.04597e+12 1.55055e+13 4.08753e+13 3.63632e+13 2.3116e+13 2.27576e+13 3.73497e+13 1.89373e+13 1.55113e+13 1.68012e+13 4.28476e+13 2.13724e+13 1.78667e+13 1.68288e+13 1.53205e+13 1.43834e+13 1.79235e+13 1.32741e+13 1.81651e+13 1.31338e+13 1.30649e+13 1.22201e+13 2.84656e+13 1.36293e+13 3.06238e+13 3.20507e+13 3.16539e+13 4.35644e+13 2.46547e+13
threshold=37.804148700000006 37.780517050000007 55.922096200000006 55.812023600000011 13.500000000000002 55.93962770000001 55.710673100000008 44.739668300000005 6.5000000000000009 15.500000000000002 78.605000000000004 73.41500000000002 55.520061350000013 68.515000000000015 6.5000000000000009 5.5000000000000009 70.50500000000001 87.395000000000024 28.980000000000004 43.010000000000012 55.702806750000008 3.5000000000000004 4.5000000000000009 75.605000000000004 18.500000000000004 19.500000000000004 99.050000000000011 44.685196900000008 74.015000000000015 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 6 -4 -6 7 21 15 10 11 13 -12 14 -9 18 -5 -18 -8 -20 -13 -3 23 -23 -24 26 -26 -27 -29 -30
right_child=-2 2 4 16 5 -7 8 9 -10 -11 12 20 -14 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 25 27 -28 28 29 -31
leaf_value=20.107590475473813 -17.612223387860482 -30522.240342983354 -3957.9610382330911 -11324.022267721317 27493.524505615234 92974.28444102114 62951.293214285717 4668.7527992451987 15303.962377077478 41784.178246228454 -4755.1579409950664 35128.111346550708 -91352.42875548247 -69693.373625153195 -14590.230947795624 -70081.817395833335 -63680.415415846452 -3016.6452352403085 -12476.150505007134 10832.392657912405 121900.9122295673 16484.561234721881 2245.2107981304202 141067.22026367189 34811.16098999024 -12470.65714537967 156401.89467592593 10443.379353490369 117180.83871150362 -8916.2281054687501
leaf_weight=989159 3068656 107 365 971 224 71 35 600 2299 58 57 53 57 51 1861 30 127 79 597 760 26 221 6344 20 110 402 27 348 69 20
leaf_count=989159 3068656 107 365 971 224 71 35 600 2299 58 57 53 57 51 1861 30 127 79 597 760 26 221 6344 20 110 402 27 348 69 20
internal_value=0 53.769 2136.23 1490.06 17144 43253.3 2979.26 584.175 9693.36 -9384.35 -10481.5 -8828.37 -48053.8 -11108.9 -9894.83 622.502 -16415.8 -40416.2 2146.3 578.008 63686.2 4176.12 4667.16 26823.4 3937.7 14938.9 58774.3 7780.98 26410.6 88844.4
internal_weight=0 1.00515e+06 15989 15329 660 295 14152 10431 3721 2763 2705 2591 114 2512 2461 1422 1177 206 1392 1357 79 7668 7561 241 7320 976 137 839 437 89
internal_count=4073804 1005148 15989 15329 660 295 14152 10431 3721 2763 2705 2591 114 2512 2461 1422 1177 206 1392 1357 79 7668 7561 241 7320 976 137 839 437 89
is_linear=0
shrinkage=0.1


Tree=3940
num_leaves=31
num_cat=0
split_feature=4 6 6 2 1 1 3 0 7 6 0 6 1 0 0 4 6 4 5 1 1 3 1 4 4 0 0 1 0 1
split_gain=4.05385e+11 4.02156e+12 1.5519e+13 2.18375e+13 2.28528e+13 2.91935e+13 4.10979e+13 3.89749e+13 5.79244e+13 5.21373e+13 3.82915e+13 2.99932e+13 2.82104e+13 3.55283e+13 4.98522e+13 2.81229e+13 3.81266e+13 4.71632e+13 3.24843e+13 2.8885e+13 3.22611e+13 2.86772e+13 2.66694e+13 3.63174e+13 2.62898e+13 2.43864e+13 2.77068e+13 5.40203e+13 2.84257e+13 2.36668e+13
threshold=10.500000000000002 43.010000000000012 41.705000000000005 75.000000000000014 37.543519500000009 37.475446350000006 1.5000000000000002 55.568628050000008 6.0000000000000009 42.875000000000007 55.622114900000007 41.990000000000002 37.343102500000008 55.775215600000003 55.850146250000009 18.500000000000004 42.005000000000003 14.500000000000002 1.5000000000000002 37.600779750000008 37.682335600000009 17.500000000000004 37.488790500000007 16.500000000000004 19.500000000000004 55.753967500000009 55.840017500000009 37.631035900000008 55.783232450000007 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -10 -4 -8 24 -14 -15 16 18 29 25 -19 -21 -17 23 -11 -13 -6 27 -27 -29 -18
right_child=1 -3 3 -5 15 7 11 -9 9 22 -12 12 13 14 -16 21 17 19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=24.410888520189065 -28.434034889416708 -164.19202518151278 -26990.624107142859 2101.0732457767494 -28072.99280155799 -14383.710076742256 41378.655958873824 3692.2008994824218 30165.761346970943 239859.26022727272 145744.88741714015 -5108.7574363792955 -14300.429363632575 -102905.58044814365 18533.825494260203 6064.4207415169876 -44743.543718112247 16275.10365693934 21206.557386026503 -90482.715807115717 -14579.0684171626 -22246.377208422855 47089.861508413465 87836.095625000016 56266.208542324639 -169625.26667559225 -41321.019466368794 -106871.06319986981 45491.458250000003 30012.807939265327
leaf_weight=2547999 487764 966924 21 64776 303 113 106 1250 114 33 33 271 1025 109 49 1258 49 85 79 111 113 500 26 30 94 62 146 24 25 312
leaf_count=2547999 487764 966924 21 64776 303 113 106 1250 114 33 33 271 1025 109 49 1258 49 85 79 111 113 500 26 30 94 62 146 24 25 312
internal_value=0 -40.7647 172.778 1552.81 -4047.9 1762.53 -7279.29 11624.2 43001 74944.2 78570 -10082.1 -13605.9 -21104.4 -65244 -10250.5 -21347.7 -4680.7 -38823.2 -33358 -52192 -1987.57 132301 167467 10697.4 -47291.7 -69950.4 -107607 -29135.1 19865.8
internal_weight=0 1.5258e+06 558881 71117 6341 3274 1708 1566 316 203 54 1654 1548 1183 158 3067 1309 670 639 309 224 1758 89 63 365 560 257 111 49 361
internal_count=4073804 1525805 558881 71117 6341 3274 1708 1566 316 203 54 1654 1548 1183 158 3067 1309 670 639 309 224 1758 89 63 365 560 257 111 49 361
is_linear=0
shrinkage=0.1


Tree=3941
num_leaves=31
num_cat=0
split_feature=3 1 6 4 0 3 1 6 6 1 6 1 0 6 3 3 6 1 2 6 0 0 0 5 1 6 1 1 6 6
split_gain=3.92451e+11 4.0684e+12 1.24399e+13 3.29109e+12 7.36435e+12 1.50241e+13 2.16618e+13 3.56829e+12 4.90629e+12 5.37174e+12 4.16141e+12 3.78687e+12 4.68573e+12 4.67108e+12 3.994e+12 2.98712e+12 4.48225e+12 4.33835e+12 1.52293e+13 9.62879e+12 1.76296e+13 1.50778e+13 1.27587e+13 1.58773e+13 1.52588e+13 1.11811e+13 2.05363e+13 1.64412e+13 9.21807e+12 7.92927e+12
threshold=23.500000000000004 30.260128500000004 99.050000000000011 25.500000000000004 60.01610465000001 24.500000000000004 30.205407000000005 36.005000000000003 66.990000000000023 30.242318500000007 60.005000000000003 30.242318500000007 60.034792100000011 34.905000000000008 24.500000000000004 24.500000000000004 189.00000000000003 37.534144550000008 75.000000000000014 43.405000000000008 55.579943700000008 55.759969450000007 55.806294650000005 1.5000000000000002 37.425454150000007 39.025000000000013 37.503969450000007 37.442254400000003 57.005000000000003 95.045000000000016
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 4 5 -2 -7 11 10 -10 -9 12 -6 -13 -14 17 -17 18 19 25 -21 -22 23 -23 -24 27 -27 -3 -26 -20
right_child=1 15 -4 -5 7 6 -8 8 9 -11 -12 13 14 -15 -16 16 -18 -19 29 20 21 22 24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.6042679107893645 -8189.7835721529455 36607.21805566406 -67381.050830078122 -22796.028469122026 -29517.175730298914 3540.2195217225617 114315.00805191533 -12940.85571885261 49341.818859375002 -6724.7614800347219 -48230.016881334464 62940.961310369326 25382.101797537078 -1511.5169497282609 -16883.640170627168 -128.83121476621719 -28466.556030273438 457.0831200248785 341.3897054954025 95950.680353338073 -12518.91884646532 134276.02138671876 -74187.006484375001 28545.752339764033 -17210.687105968387 25373.891790049565 107665.08837673611 -32717.309517728365 40326.970515229434 30354.412641655217
leaf_weight=4045324 104 100 32 84 46 41 31 345 25 54 37 22 59 23 36 17071 56 6860 2694 22 246 20 20 49 43 93 45 52 79 91
leaf_count=4045324 104 100 32 84 46 41 31 345 25 54 37 22 59 23 36 17071 56 6860 2694 22 246 20 20 49 43 93 45 52 79 91
internal_value=0 369.913 -6102.98 -3941.02 -2016.58 16120.3 51234.9 -6950.26 -11667.5 11017.8 -16358.9 4741.29 -3319.55 29998.6 9365.61 590.604 -221.487 1926.18 4761.85 17219.3 8512.64 4303.37 23916.1 59192.2 6774.87 31600.4 52208 12890.9 20047.3 1322.07
internal_weight=0 28480 939 907 823 176 72 647 461 79 382 186 141 45 95 27541 17127 10414 3554 769 479 457 211 69 142 290 138 152 122 2785
internal_count=4073804 28480 939 907 823 176 72 647 461 79 382 186 141 45 95 27541 17127 10414 3554 769 479 457 211 69 142 290 138 152 122 2785
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=31
num_cat=0
split_feature=6 6 0 0 2 4 3 7 1 4 1 3 3 3 4 3 3 4 3 4 6 6 3 1 1 1 5 1 0 0
split_gain=3.94223e+11 4.28617e+12 1.25386e+13 1.79376e+13 5.67324e+13 3.59479e+13 4.13882e+13 2.89585e+13 6.04834e+13 2.84748e+13 2.60637e+13 2.52026e+13 3.49074e+13 2.1606e+13 2.01961e+13 1.83693e+13 1.91726e+13 1.71057e+13 2.79194e+13 1.68292e+13 1.60531e+13 1.9355e+13 2.57959e+13 1.52378e+13 1.41882e+13 1.53103e+13 1.79719e+13 1.85906e+13 1.35851e+13 1.35343e+13
threshold=53.310000000000009 50.010000000000012 54.73499850000001 43.687280500000007 3999.0000000000005 11.500000000000002 2.5000000000000004 6.0000000000000009 39.712886600000012 19.500000000000004 39.763755750000009 13.500000000000002 11.500000000000002 16.500000000000004 8.5000000000000018 5.5000000000000009 3.5000000000000004 22.500000000000004 8.5000000000000018 15.500000000000002 52.015000000000008 51.405000000000008 7.5000000000000009 37.957884500000006 82.963919600000011 82.991167100000027 1.5000000000000002 83.025426800000005 54.762682300000009 54.810424650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -9 11 13 12 15 17 -3 16 -8 18 -11 -18 21 22 -17 -5 28 -26 27 -27 -4 -30
right_child=-2 2 24 23 -6 6 9 8 -10 10 -12 -13 -14 -15 -16 20 19 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=13.889629652057174 36.08202364506112 13779.69400473309 17072.255968482124 2295.7151900665021 -6334.5847399817067 93579.502220394745 -5606.3005166330649 215030.35180027175 36285.357626314253 135987.83909646739 -78746.740118963076 57397.905592447918 -143085.88254310345 120456.83353365386 43437.660040173039 31727.145353618424 -59988.152709960938 -43637.213029233877 1990.0048258463544 -176922.79828125003 -89193.536393229166 32063.969759395208 -73571.076686197921 -2821.6849262461856 10526.207820584574 -34423.123908930764 2987.9534048679143 -3188.5084449019296 -16803.230625304564 -267.21765351033685
leaf_weight=2143200 1736959 1342 450 6622 2460 38 31 23 107 23 22 30 29 26 277 38 32 31 48 20 24 87 60 47963 2360 255 9051 754 497 120945
leaf_count=2143200 1736959 1342 450 6622 2460 38 31 23 107 23 22 30 29 26 277 38 32 31 48 20 24 87 60 47963 2360 255 9051 754 497 120945
internal_value=0 -26.8195 -477.375 -1688.06 4207.36 15541.8 -7037.44 22500.2 67909.5 -14669.1 21799.6 -30254 -38445.7 39081 18854 -28053.4 -67853.9 18338.1 45397.8 -104963 -12247.4 -2265.23 -32741.2 -2200.87 57.4517 3277.28 1576.73 -11082.3 -270.628 -334.891
internal_weight=0 2.33684e+06 193645 59333 4748 2288 539 1749 130 501 150 351 321 128 1619 292 83 102 71 52 209 185 98 54585 134312 12420 10060 1009 121892 121442
internal_count=4073804 2336845 193645 59333 4748 2288 539 1749 130 501 150 351 321 128 1619 292 83 102 71 52 209 185 98 54585 134312 12420 10060 1009 121892 121442
is_linear=0
shrinkage=0.1


Tree=3943
num_leaves=31
num_cat=0
split_feature=0 6 6 1 6 4 3 6 0 1 4 1 3 5 4 1 7 1 4 6 6 3 4 1 4 3 6 4 4 0
split_gain=3.88294e+11 5.48922e+12 1.28985e+13 1.2692e+13 3.01855e+13 3.02795e+13 3.39568e+13 5.68783e+13 5.46667e+13 9.5345e+13 6.01777e+13 6.08728e+13 5.91354e+13 4.50482e+13 4.22802e+13 4.08346e+13 5.81026e+13 8.93074e+13 1.05862e+14 6.83816e+13 7.86043e+13 7.66386e+13 4.89273e+13 5.762e+13 4.52205e+13 5.67932e+13 1.08718e+14 6.06915e+13 4.46077e+13 4.41106e+13
threshold=43.687280500000007 34.905000000000008 34.310000000000009 39.939672500000007 65.00500000000001 6.5000000000000009 4.5000000000000009 69.605000000000004 43.472751400000007 39.735861600000007 7.5000000000000009 39.718675700000013 3.5000000000000004 2.5000000000000004 15.500000000000002 39.723160900000003 6.0000000000000009 39.718675700000013 10.500000000000002 101.02000000000002 105.00500000000001 10.500000000000002 19.500000000000004 39.763755750000009 11.500000000000002 8.5000000000000018 100.05000000000001 16.500000000000004 16.500000000000004 43.550475500000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 12 10 11 -10 13 -9 -7 16 17 -8 -19 -20 -21 -22 23 24 -17 26 27 -26 -25 -30
right_child=-2 3 -4 -5 5 6 15 8 9 -11 -12 -13 -14 -15 -16 22 -18 18 19 20 21 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=1386.6047236173856 4.7922226576564464 -4110.3033109667094 33790.632530556955 460.24218910333661 -4164.5885444394871 50482.549329723013 4107.6874532247093 -61406.09577105978 3584.9989648437499 -31919.639141692769 15307.566347036791 162321.73944672133 128327.44130045574 56132.235644531254 177033.83773674245 62258.35976488694 43111.355545025894 -129100.99025822997 3373.4980407714847 -256470.90951086959 86002.739732142858 -122173.39403483074 -15537.575611106637 -10926.112993542087 -23167.853684978243 41850.108857522551 -185661.17853860295 103242.35608593751 24728.286107548196 170923.70326086957
leaf_weight=13138 3977958 21929 124 51529 3749 132 666 46 40 439 536 61 78 112 33 368 169 131 256 23 28 48 582 775 158 388 34 50 201 23
leaf_count=13138 3977958 21929 124 51529 3749 132 666 46 40 439 536 61 78 112 33 368 169 131 256 23 28 48 582 775 158 388 34 50 201 23
internal_value=0 -198.895 1689.58 -502.162 -2099.06 2733.78 7543.53 20456.8 13497.6 3937.88 28649.7 99455.7 57083.3 21912.2 75792.8 2653.05 -11644.3 -19677.1 -52271 -23919.6 -94495.7 -45476.9 9976.37 17412.1 34406.8 18138 -19879.7 7219.22 434.327 39739.4
internal_weight=0 95846 13262 82584 31055 9126 5377 1477 1312 1076 637 101 236 158 165 3900 1321 1152 486 355 99 76 2579 1997 998 630 242 208 999 224
internal_count=4073804 95846 13262 82584 31055 9126 5377 1477 1312 1076 637 101 236 158 165 3900 1321 1152 486 355 99 76 2579 1997 998 630 242 208 999 224
is_linear=0
shrinkage=0.1


Tree=3944
num_leaves=31
num_cat=0
split_feature=4 6 2 0 4 0 0 1 0 1 1 4 6 4 0 6 1 3 1 4 1 1 0 7 1 1 1 6 3 3
split_gain=3.80681e+11 6.17138e+12 2.18328e+13 2.54571e+13 4.15369e+13 2.30976e+13 2.15752e+13 1.88876e+13 2.10566e+13 2.6529e+13 6.23829e+13 2.2588e+13 1.72252e+13 2.03369e+13 1.65118e+13 1.60236e+13 3.76059e+13 7.12309e+13 6.96855e+13 2.51933e+13 2.11942e+13 3.84487e+13 1.48576e+13 2.00698e+13 1.63071e+13 1.57344e+13 3.379e+13 1.85161e+13 1.4814e+13 1.62422e+13
threshold=22.500000000000004 37.995000000000012 2828.5000000000005 55.768246800000007 24.500000000000004 55.910578700000009 55.696737300000009 37.740454950000007 55.834019500000004 37.503969450000007 37.586700500000006 24.500000000000004 36.605000000000011 29.500000000000004 55.812023600000011 34.010000000000012 37.631035900000008 17.500000000000004 37.503969450000007 23.500000000000004 37.586700500000006 37.682335600000009 55.685785750000008 6.0000000000000009 37.957884500000006 37.897576350000001 37.702956500000006 37.505000000000003 20.500000000000004 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 6 7 -2 8 9 11 28 -5 -6 22 -9 20 17 18 -17 -20 -8 -22 -14 -24 25 26 27 -25 29 -11
right_child=1 -3 -4 5 12 -7 15 14 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.2748005722575844 7725.7219849657413 307.72500390587555 -3385.4039402993544 -59720.426462339739 3310.1344552695696 352.11371570917527 51700.737096637225 26930.661144104997 -4549.2437290929138 -85745.869779296874 -16687.322779457241 -3567.3458140171201 6586.0062038795022 -30050.05753125 -8639.4828366552683 -28903.99470214844 21015.610621870324 -54793.342232142859 230971.62201086959 115215.16205201379 -42981.742725378324 35624.755656258007 25265.716856398809 -1178.9451191603537 48414.357421875 -43680.890379549812 78487.868379934211 -73974.602577039928 -21440.170774147729 -169933.20170454547
leaf_weight=3730401 1143 277303 21497 78 10110 23856 92 307 4795 75 408 878 802 325 227 32 423 35 23 103 127 122 105 99 30 261 38 54 22 33
leaf_count=3730401 1143 277303 21497 78 10110 23856 92 307 4795 75 408 878 802 325 227 32 423 35 23 103 127 122 105 99 30 261 38 54 22 33
internal_value=0 100.753 -767.539 494.175 4040.36 -1115.3 17000.4 -6245.97 -7779.11 -18145.4 -35908.6 -8148.87 1738.58 -7531.2 11810 28077.8 37705.2 74284 102877 136345 10686.2 -4467.72 -2262.21 -14351.3 -22981.5 -27720.2 -5909.97 -26871.5 -96234 -111470
internal_weight=0 343403 66100 44603 13924 30679 2100 6823 6289 1494 538 956 11824 1714 534 957 616 193 158 126 341 249 1389 587 482 452 191 153 130 108
internal_count=4073804 343403 66100 44603 13924 30679 2100 6823 6289 1494 538 956 11824 1714 534 957 616 193 158 126 341 249 1389 587 482 452 191 153 130 108
is_linear=0
shrinkage=0.1


Tree=3945
num_leaves=31
num_cat=0
split_feature=6 7 3 0 1 3 0 4 4 4 6 0 6 4 1 4 4 1 6 6 0 0 6 4 6 3 0 6 4 0
split_gain=3.71694e+11 5.22279e+12 1.16998e+13 1.41874e+13 2.77823e+13 2.90564e+13 2.77006e+13 2.43251e+13 1.72773e+13 1.8728e+13 1.28595e+13 1.52244e+13 6.4401e+13 2.28099e+13 2.05856e+13 1.28886e+13 2.2782e+13 2.38392e+13 1.30598e+13 1.28033e+13 2.94683e+13 2.28177e+13 2.34418e+13 2.27911e+13 2.18988e+13 2.28524e+13 2.1395e+13 1.78351e+13 1.75687e+13 1.61567e+13
threshold=88.00500000000001 6.0000000000000009 10.500000000000002 55.783232450000007 37.46219940000001 22.500000000000004 55.768246800000007 12.500000000000002 19.500000000000004 23.500000000000004 106.49500000000002 55.858844800000007 88.825000000000003 20.500000000000004 37.442254400000003 16.500000000000004 12.500000000000002 30.315889700000003 168.45000000000002 90.045000000000016 59.864072000000007 55.910578700000009 91.02500000000002 24.500000000000004 92.02500000000002 17.500000000000004 55.922096200000006 99.050000000000011 23.500000000000004 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -10 11 12 13 -5 -14 16 -12 -18 -17 20 -13 22 23 -21 -24 28 -23 -27 -26 -28
right_child=1 2 3 10 6 -7 8 -9 9 -11 15 19 14 -15 -16 18 17 -19 -20 21 -22 26 24 -25 25 27 29 -29 -30 -31
leaf_value=7.3829757993636269 149.59580208171067 -1913.5447599667532 58264.354410282256 189719.04202008931 719.99990105212862 67359.869871610761 -75373.359629920858 -32866.850789250093 58811.60517216436 -42291.776804070723 -46071.34521655702 -12861.263006983598 66277.679241561898 51848.632440476191 6857.31432147543 -8012.0701854050712 89220.489648437506 12529.411357801331 31277.653871137645 77307.890852343742 18717.13581263951 -59771.081740196089 -71354.785965401781 -31008.646467391303 8035.9437263257569 -24987.545314062503 9122.869479134115 74610.234598214287 63763.676663115533 -7824.1776313824366
leaf_weight=3844148 172915 39278 31 28 8331 34 77 531 27 57 57 997 64 21 655 1712 46 341 89 125 420 51 28 23 99 125 2625 21 132 716
leaf_count=3844148 172915 39278 31 28 8331 34 77 531 27 57 57 997 64 21 655 1712 46 341 89 125 420 51 28 23 99 125 2625 21 132 716
internal_value=0 -123.582 -956.074 1197.48 -1538.73 -22409.2 -73.9693 -27840 -41158.2 -9794.26 4166.64 6538 19706.1 130632 12146.5 -2308.4 12951.8 21645.1 -6070.49 4651.94 -3501.4 7580.53 26416.1 60474.9 13969.9 20307 4509.76 -10661.8 39880.4 5491
internal_weight=0 229656 56741 17463 9088 596 8492 562 161 84 8375 6130 768 49 719 2245 444 387 1801 5362 1417 3945 553 148 405 377 3392 146 231 3341
internal_count=4073804 229656 56741 17463 9088 596 8492 562 161 84 8375 6130 768 49 719 2245 444 387 1801 5362 1417 3945 553 148 405 377 3392 146 231 3341
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=31
num_cat=0
split_feature=4 6 6 2 0 1 1 6 1 2 0 2 0 5 6 1 1 0 6 2 2 6 0 0 1 1 0 2 1 1
split_gain=3.65165e+11 2.32015e+12 1.06468e+13 1.08238e+13 1.04954e+13 9.38437e+12 9.22119e+12 7.13924e+12 8.17337e+12 8.70427e+12 5.64322e+12 5.55143e+12 4.87909e+12 3.96483e+12 3.81591e+12 1.8675e+13 6.22909e+12 4.44582e+12 9.59123e+12 9.9051e+12 4.74753e+12 4.31506e+12 5.91237e+12 3.96364e+13 1.75735e+13 2.76573e+13 3.63887e+13 1.94731e+13 1.60031e+13 1.05358e+13
threshold=2.5000000000000004 110.01500000000001 114.05000000000001 3191.5000000000005 45.036141150000006 61.335446300000008 34.382014200000008 108.05000000000001 39.718675700000013 2882.5000000000005 45.177967300000006 2828.5000000000005 60.753246850000004 3.5000000000000004 102.04000000000001 36.593086150000012 83.754481100000007 45.015054600000006 106.49500000000002 3191.5000000000005 2828.5000000000005 74.015000000000015 54.973017600000006 54.998919050000005 37.543519500000009 37.401708450000008 55.93962770000001 75.000000000000014 83.011163250000024 37.331232350000008
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -4 14 13 -10 -11 -6 -8 -9 21 -16 17 -17 20 -20 -19 -1 29 28 25 -25 -27 -26 -24 -23
right_child=-2 2 6 5 11 -7 12 8 9 10 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 22 23 24 27 26 -28 -29 -30 -31
leaf_value=282.91897181572193 -5.0377808534362494 -6544.7236439098015 -23544.95632144704 -43382.780671639281 32040.087541816349 39353.913957331737 2734.4064657981271 -24157.478782894737 38521.603303571428 -67361.192011718755 -5331.7833096590912 95266.206994628912 40974.046306295961 -71537.248354640149 95980.754296875006 27856.098942764947 53966.299388586951 30618.41691942402 -84191.774169921875 5473.4561079545456 -6188.8409388950895 -23692.828155900457 31434.897081988791 8676.4868700833576 -90390.184384390028 183334.41392045456 8588.9681415264422 -3361.4830628069208 121163.52011160714 -3321.7334571462607
leaf_weight=102392 3961637 22 136 29 21 26 1791 38 35 20 55 41 34 33 24 46 23 51 28 22 112 271 46 433 26 22 26 2309 35 4020
leaf_count=102392 3961637 22 136 29 21 26 1791 38 35 20 55 41 34 33 24 46 23 51 28 22 112 271 46 433 26 22 26 2309 35 4020
internal_value=0 177.93 3470.57 30214.9 52794.9 -4270.89 1574.87 115.109 -19728.9 -2656.51 -21873 73850.9 3446.82 -46179.1 147.795 11299.3 4092.34 -336.618 -6425.19 -44739.1 5327.54 116.655 -2251.76 1238.7 -745.107 16660.3 88680.6 -4330.54 70206.5 -4608.28
internal_weight=0 112167 2100 139 84 55 1961 110067 181 110 75 62 1825 71 109886 306 282 259 213 50 163 109580 7188 2897 2816 481 48 2335 81 4291
internal_count=4073804 112167 2100 139 84 55 1961 110067 181 110 75 62 1825 71 109886 306 282 259 213 50 163 109580 7188 2897 2816 481 48 2335 81 4291
is_linear=0
shrinkage=0.1


Tree=3947
num_leaves=31
num_cat=0
split_feature=0 0 4 4 6 6 0 7 4 1 6 4 4 1 4 7 3 6 1 6 5 7 6 4 3 4 4 5 0 6
split_gain=3.662e+11 4.78602e+12 1.40468e+13 1.18385e+13 1.15546e+13 1.10727e+13 1.6987e+13 2.11661e+13 1.6922e+13 1.75886e+13 1.71708e+13 1.57387e+13 2.29794e+13 3.06026e+13 1.47319e+13 1.41565e+13 1.4057e+13 1.2923e+13 1.22001e+13 1.86653e+13 1.56864e+13 1.39842e+13 1.37942e+13 2.05673e+13 1.78018e+13 1.16201e+13 1.72734e+13 1.30609e+13 1.17095e+13 1.13199e+13
threshold=53.341100000000004 53.175387700000009 5.5000000000000009 31.500000000000004 15.450000000000001 40.610000000000007 53.244414800000008 6.0000000000000009 11.500000000000002 50.213874250000011 101.02000000000002 13.500000000000002 14.500000000000002 49.692247900000005 25.500000000000004 6.0000000000000009 2.5000000000000004 112.00500000000001 44.628646350000004 45.005000000000003 3.5000000000000004 6.0000000000000009 189.00000000000003 20.500000000000004 11.500000000000002 8.5000000000000018 7.5000000000000009 4.5000000000000009 53.310923100000004 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -7 11 -11 -10 13 29 17 -15 -14 -9 19 -18 -20 -21 23 24 -22 26 -8 -27 -28 -13
right_child=-2 2 3 -5 5 6 7 14 9 10 -12 12 16 15 -16 -17 18 -19 20 21 22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-3.221667180065849 -17.436390462785177 -1287.740427453637 46631.853946659481 -25929.210964162728 -756.03538968561134 9411.6172267076363 9333.8708237332539 -5946.6480822754993 -9492.2077816338715 -7274.1422341731977 -75808.416907380757 3947.6155167179409 -10256.518244171144 38031.065357166022 24453.287167968752 104774.98556857639 39980.738920898439 -66115.872417534731 5553.3598122140429 -55963.200733584446 -27914.669210379467 -9202.3016582432083 -30235.362421875001 138273.43875 81267.958740234375 1871.1472387683386 78494.48754290957 63070.012713448661 -3072.1262695312503 -75086.889057617198
leaf_weight=967174 3044203 19961 58 152 11031 5917 526 4221 788 963 38 193 640 271 160 36 60 36 7179 84 28 268 20 25 32 9595 66 35 24 20
leaf_count=967174 3044203 19961 58 152 11031 5917 526 4221 788 963 38 193 640 271 160 36 60 36 7179 84 28 268 20 25 32 9595 66 35 24 20
internal_value=0 51.5539 900.184 1928.61 2028.68 1967.46 2929.6 450.739 5124.24 2741.11 -9875.84 4050.69 5255.72 25650.9 -5335.85 45857.7 3983.47 -6455.48 5167.67 -11573.5 6114.59 -20361.2 44486.6 62068.2 30316.1 2945.31 16260.6 2093.57 56743.4 -3473.46
internal_weight=0 1.0296e+06 62427 42466 42314 42256 31225 14663 16562 10645 1001 9644 8856 520 4417 307 8336 4257 7696 412 7284 352 105 85 60 10246 616 9630 90 213
internal_count=4073804 1029601 62427 42466 42314 42256 31225 14663 16562 10645 1001 9644 8856 520 4417 307 8336 4257 7696 412 7284 352 105 85 60 10246 616 9630 90 213
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=31
num_cat=0
split_feature=6 1 1 6 4 4 5 1 0 0 6 0 1 3 4 0 6 0 4 6 3 4 4 6 0 3 3 6 6 0
split_gain=3.94615e+11 3.86611e+12 1.29121e+13 2.71205e+13 2.84714e+13 2.79605e+13 2.40026e+13 1.98409e+13 1.81958e+13 2.88234e+13 2.47972e+13 1.65446e+13 1.57073e+13 3.16473e+13 2.23249e+13 1.50886e+13 1.56089e+13 1.35659e+13 1.22006e+13 1.20294e+13 2.52554e+13 1.38564e+13 2.96948e+13 1.05055e+13 1.31594e+13 1.94059e+13 1.14044e+13 1.47698e+13 1.11071e+13 1.6435e+13
threshold=39.305000000000007 30.330566300000005 30.315889700000003 35.305000000000007 14.500000000000002 8.5000000000000018 1.5000000000000002 30.323041000000003 59.898927250000007 59.950512650000007 37.995000000000012 59.838047850000002 30.323041000000003 5.5000000000000009 18.500000000000004 59.848366150000011 39.025000000000013 60.002985000000002 17.500000000000004 36.605000000000011 13.500000000000002 20.500000000000004 17.500000000000004 37.705000000000005 59.982409200000006 5.5000000000000009 8.5000000000000018 38.405000000000008 36.905000000000008 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -5 10 -10 -9 13 14 18 -7 23 -13 -6 20 21 22 -15 24 25 -17 -25 -28 29 -26
right_child=-2 -3 3 4 12 7 -8 11 9 -11 -12 17 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 26 28 -27 27 -29 -30 -31
leaf_value=265.1822969841075 -18.254347651393143 7.4755204437721749 -1315.0056667939098 18547.771391684324 52755.288377278652 -42030.680717329553 77821.571063232419 88634.172856445308 -26908.962432291668 12368.481087239583 -120166.69481997284 38175.882865616513 -4629.8887999372091 18709.367713994565 -2890.541711237981 -63258.864043799869 -22197.77485881024 -14246.830844907408 123128.43613911291 -10557.430638144933 -21223.183508742 -7942.7080490638473 139046.35409628379 29721.729085593557 57889.427359128946 33559.401863386825 150865.99465465546 36561.296574519234 4701.2629312604868 -29375.897092848558
leaf_weight=47922 3031103 987355 3701 118 120 44 32 60 75 90 46 575 1203 46 65 47 83 54 31 341 83 29 37 159 127 37 20 26 149 26
leaf_count=47922 3031103 987355 3701 118 120 44 32 60 75 90 46 575 1203 46 65 47 83 54 31 341 83 29 37 159 127 37 20 26 149 26
internal_value=0 53.0649 866.365 4747 10773.2 19969 -4858.03 26339 -12899.8 -30486.6 -62362.3 38461.3 2456.97 13794.1 46109.9 14706.3 18410.2 33675.4 67202.8 771.268 20582 51562.6 72353.6 24113.2 14396.9 -20612.7 42408.1 86259 24134.7 43060
internal_weight=0 1.0427e+06 55346 7424 3723 1768 361 1407 329 211 121 689 1955 752 216 718 674 629 151 536 195 112 83 591 386 84 205 46 302 153
internal_count=4073804 1042701 55346 7424 3723 1768 361 1407 329 211 121 689 1955 752 216 718 674 629 151 536 195 112 83 591 386 84 205 46 302 153
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=31
num_cat=0
split_feature=4 2 1 2 4 6 6 6 0 6 6 2 4 0 0 0 6 6 3 3 0 6 3 3 5 6 5 3 0 1
split_gain=4.02845e+11 3.08703e+12 8.68039e+12 1.12175e+13 1.81735e+13 1.25831e+13 1.1031e+13 8.91574e+12 8.34274e+12 7.79011e+12 7.56662e+12 7.41402e+12 1.2843e+13 1.50942e+13 1.10294e+13 1.00241e+13 8.40824e+12 1.72585e+13 9.25586e+12 1.71207e+13 8.03996e+12 9.36109e+12 1.07913e+13 7.74677e+12 1.09287e+13 7.23838e+12 2.11438e+13 1.51384e+13 1.7871e+13 1.4728e+13
threshold=5.5000000000000009 9613.5000000000018 107.59716050000002 5325.0000000000009 3.5000000000000004 102.04000000000001 79.710000000000022 84.810000000000016 55.60524465000001 78.010000000000005 57.995000000000012 8574.5000000000018 4.5000000000000009 51.707269950000004 57.100506200000005 56.802121050000004 97.020000000000024 72.020000000000024 3.5000000000000004 4.5000000000000009 52.02416370000001 75.010000000000005 1.5000000000000002 2.5000000000000004 2.5000000000000004 57.995000000000012 2.5000000000000004 1.5000000000000002 54.916864950000011 43.80299105000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 8 -6 10 -4 -5 -1 15 -14 16 20 17 -15 -19 -20 21 23 -23 -13 -25 -3 -27 28 -28 -29
right_child=-2 25 3 4 5 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=111.15558825431079 -19.663130796670291 39.302885306349793 -4046.8869625896295 -10862.844533649601 9370.9327931129174 -69444.438847656245 34357.764803213446 47071.875946044922 19138.583279551629 -46917.044079861109 -39808.592386474615 -9634.716387285891 -35423.787863080935 1673.4853660909057 -21593.288470773601 8350.0207830715681 -48510.293863407263 15478.244947759791 126376.97517361111 20392.899732142861 -34828.291141030226 -25885.368880208334 46958.128876768867 -17828.638690385007 -68184.841451822926 -6556.5751443380914 -1898.0466033599059 5463.3147556858003 8105.4524903559186 -2459.9409025136997
leaf_weight=986177 2928705 111296 730 365 3153 20 53 64 69 45 120 565 117 2156 194 193 31 83 27 35 194 33 53 153 60 6921 3265 2621 3942 22364
leaf_count=986177 2928705 111296 730 365 3153 20 53 64 69 45 120 565 117 2156 194 193 31 83 27 35 194 33 53 153 60 6921 3265 2621 3942 22364
internal_value=0 50.2904 114.138 4439.13 6651.88 9629.37 -9226.43 10121 -13396 -6536.12 -18024.7 93.9601 -4260.89 -309.815 1316.6 -12608.4 3222.49 3919.45 37314.6 66547.3 -16431.6 -12300.8 19006.6 -15761.6 -32013.5 -371.946 -1542.15 -464.097 3573.55 -1628.77
internal_weight=0 1.1451e+06 994690 4619 3844 3237 607 3217 554 775 485 990071 3894 2643 2526 1251 2332 2301 145 62 1058 864 86 778 213 150409 39113 32192 7207 24985
internal_count=4073804 1145099 994690 4619 3844 3237 607 3217 554 775 485 990071 3894 2643 2526 1251 2332 2301 145 62 1058 864 86 778 213 150409 39113 32192 7207 24985
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 6 3 6 3 1 6 4 4 6 4 3 6 4 6 0 6 3 4 0 5 4 4 6 3 0
split_gain=4.31454e+11 4.09937e+12 1.41508e+13 1.3511e+13 1.40937e+13 5.53366e+13 6.24857e+13 1.84022e+13 3.51157e+13 2.84651e+13 2.53964e+13 1.81982e+13 1.65578e+13 1.60209e+13 1.58674e+13 1.55172e+13 2.67627e+13 3.49216e+13 2.64264e+13 2.71903e+13 2.36196e+13 2.21447e+13 2.19375e+13 3.67658e+13 3.29703e+13 5.99864e+13 5.54226e+13 3.71425e+13 5.5811e+13 2.99056e+13
threshold=65.534455000000023 65.574968200000015 56.986919400000012 30.705000000000002 8.5000000000000018 134.05000000000004 9.5000000000000018 116.05000000000001 12.500000000000002 65.559704250000024 128.05000000000004 14.500000000000002 15.500000000000002 101.02000000000002 14.500000000000002 2.5000000000000004 80.030000000000015 15.500000000000002 67.00500000000001 57.100506200000005 87.015000000000015 1.5000000000000002 5.5000000000000009 57.174562350000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 189.00000000000003 4.5000000000000009 57.14107305000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 13 9 10 -9 -11 -10 -6 -8 16 -5 20 -17 -20 21 -18 23 -21 25 26 29 -26 -29 -24
right_child=1 -3 3 4 5 6 14 8 12 11 -12 -13 -14 -15 -16 18 17 -19 19 22 -22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-18.898943480199652 -77249.393036684531 19.926004841286993 -8573.8473328896052 2411.7546713203137 -548.25820325682389 -135486.54890625001 45167.951877170141 47504.505366443453 -89035.531256975446 54714.550465029759 -57184.33740234375 154813.82236328124 1769.6308676276408 -25292.523003537772 -42272.520420121175 1493.3000570474501 324.97780811543367 -47221.571179293853 -30721.393897705078 2363.3409420572916 2579.379149902994 -63866.635425420165 -81697.903497023814 -79569.315992304109 -12143.062000029104 13680.774216308317 137556.41265547901 -70513.241220238095 125576.8962101064 52387.643886718753
leaf_weight=3046425 23 994861 1351 3893 9590 65 36 84 28 42 32 32 71 269 49 9773 98 258 160 300 751 119 21 67 755 4427 76 21 47 80
leaf_count=3046425 23 994861 1351 3893 9590 65 36 84 28 42 32 32 71 269 49 9773 98 258 160 300 751 119 21 67 755 4427 76 21 47 80
internal_value=0 56.0399 1160.91 1216.41 1641.11 -1385.53 -61679.6 -494.314 24377.8 49539.6 18624.8 98000.7 -23912.6 -1223.4 -5238.91 3136.28 -1645.9 -14530.5 4692.83 9944.61 -5817.32 -34876.9 11067.6 -12594.4 12667.7 15963.2 73048.8 -5767.53 65019.6 24508.5
internal_weight=0 1.02738e+06 32518 32495 31144 10298 150 10148 289 190 116 74 99 9859 85 20846 5119 1226 15727 5954 968 217 5794 367 5427 4604 177 823 68 101
internal_count=4073804 1027379 32518 32495 31144 10298 150 10148 289 190 116 74 99 9859 85 20846 5119 1226 15727 5954 968 217 5794 367 5427 4604 177 823 68 101
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 1 1 4 1 4 1 6 5 3 6 6 6 1 1 1 1 1 6 1 4 5 6 6 6 6
split_gain=3.78761e+11 3.61804e+12 1.1308e+13 1.63648e+13 1.50297e+13 2.28377e+13 4.41363e+13 4.44465e+13 4.70253e+13 4.65479e+13 3.02998e+13 2.7399e+13 1.77576e+13 1.74395e+13 1.64264e+13 2.01237e+13 1.63415e+13 2.03366e+13 2.47373e+13 1.6097e+13 2.62605e+13 2.61448e+13 7.4796e+13 1.57379e+13 2.11493e+13 1.44642e+13 1.23748e+13 1.23367e+13 1.22504e+13 1.95239e+13
threshold=82.860505900000007 54.980317700000008 54.998919050000005 8.5000000000000018 1.5000000000000002 82.981285100000022 82.956351500000011 22.500000000000004 82.958608050000009 16.500000000000004 82.948524700000021 54.990000000000002 4.5000000000000009 5.5000000000000009 50.995000000000012 101.02000000000002 130.05000000000004 82.895858600000011 82.906746050000024 82.963919600000011 82.901648750000021 82.906746050000024 56.805000000000007 82.95992385000001 18.500000000000004 3.5000000000000004 85.020000000000024 75.605000000000004 64.015000000000015 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 -3 19 6 10 8 9 11 12 -8 16 -14 -10 26 -6 -18 -19 20 25 22 -22 24 -23 -5 28 -21 29 -16
right_child=1 2 -4 4 5 -7 7 -9 14 -11 -12 -13 13 -15 15 -17 17 18 -20 27 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-16.254335220349557 -188.67281651505161 -885.91509668884908 105.39723392680048 13067.222845338123 3368.5613057808096 -3830.7609182316041 54403.62109962746 -563.44993227982957 4967.7647671433306 30503.454134325795 -47277.525467122403 142333.43355344742 131567.93201171875 22784.020235770091 28876.348108170805 -46715.227810594515 54320.568160156254 -64321.841719453834 44042.992157451925 22740.739904462709 -194418.2432410038 33686.719025501778 -21008.275417698023 -29547.334338783112 -25833.601610696729 -46113.976863960597 87988.514687500006 -28541.574387078537 10740.358033224127 124907.07105823865
leaf_weight=3172333 359688 12036 509480 404 11196 2787 81 1375 1132 708 120 63 20 56 562 41 25 111 26 265 33 123 101 302 116 46 30 57 465 22
leaf_count=3172333 359688 12036 509480 404 11196 2787 81 1375 1132 708 120 63 20 56 562 41 25 111 26 265 33 123 101 302 116 46 30 57 465 22
internal_value=0 57.2 220.434 2034.79 3769.31 4524.41 5976.78 14403.7 21033.7 41044.8 2710.04 92872.9 3234.66 51411.4 13463 22049.2 2912.29 -28620.9 -43756.3 -6051.71 -11694.4 -24169.1 -63713.7 -14374.4 4798.2 7017.59 24662.1 13662.8 22851 32493.9
internal_weight=0 901471 541783 32303 20267 18820 16033 4479 3104 852 11554 144 11434 76 2252 1120 11358 162 137 1447 1125 675 134 541 239 450 1079 322 1049 584
internal_count=4073804 901471 541783 32303 20267 18820 16033 4479 3104 852 11554 144 11434 76 2252 1120 11358 162 137 1447 1125 675 134 541 239 450 1079 322 1049 584
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=31
num_cat=0
split_feature=0 5 0 6 6 0 5 4 4 3 2 6 4 6 4 1 6 4 6 6 1 0 4 4 0 2 2 4 1 0
split_gain=4.04968e+11 2.45875e+12 1.50581e+13 3.45245e+13 3.15523e+13 3.22648e+13 3.00016e+13 3.42657e+13 2.64502e+13 2.41515e+13 2.22934e+13 2.21258e+13 2.46354e+13 3.44206e+13 2.70639e+13 2.02407e+13 2.00772e+13 1.99009e+13 1.97558e+13 2.53288e+13 2.25889e+13 2.21708e+13 1.90804e+13 1.8997e+13 2.2271e+13 1.8785e+13 2.76563e+13 1.85656e+13 2.26466e+13 2.67258e+13
threshold=54.94110555000001 2.5000000000000004 45.177967300000006 75.010000000000005 69.605000000000004 45.053967500000006 3.5000000000000004 20.500000000000004 13.500000000000002 17.500000000000004 3129.5000000000005 108.05000000000001 14.500000000000002 138.05000000000004 17.500000000000004 36.593086150000012 189.00000000000003 9.5000000000000018 149.05000000000004 105.00500000000001 39.723160900000003 54.73499850000001 21.500000000000004 23.500000000000004 54.707511300000007 7029.0000000000009 5972.5000000000009 2.5000000000000004 39.689978950000004 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -3 8 9 10 -8 -5 -10 13 15 25 -13 18 -4 19 22 -20 -21 -9 -16 -25 26 -14 -12 29 -29
right_child=-2 2 3 6 -6 -7 7 16 11 -11 27 12 14 -15 23 -17 -18 -19 20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=122.52409253471318 -21.598630108633131 1508.4656399358901 -1198.0301677761838 245.42133707175495 -437.7102462039191 8545.8772945953551 -2904.7851850791017 125507.23052884615 611.93211027260463 -78820.010267857157 -5986.7854592403291 -69157.121503767732 5609.1574099329509 74275.624824892249 -28925.547902056216 -22411.411970486111 -61045.740625000006 -4595.3068433681519 11661.243375 -13104.566226300496 138525.56850585938 92532.159375000003 33989.015977146315 29471.614379164752 -44991.554399671055 -38006.834555767957 94783.855946180556 4244.7495986364775 9403.888850876474 -16934.953523643529
leaf_weight=993481 2772653 29113 97728 10425 79182 8393 18933 26 18730 42 1240 141 1025 29 557 270 27 20937 25 205 32 22 184 136 57 94 36 7527 11907 647
leaf_count=993481 2772653 29113 97728 10425 79182 8393 18933 26 18730 42 1240 141 1025 29 557 270 27 20937 25 205 32 22 184 136 57 94 36 7527 11907 647
internal_value=0 46.025 -200.994 -747.833 694.011 3083.28 974.466 -2378.14 2211.9 -3072.82 4035.16 -534.553 -9691.76 -31018.7 -4765.85 -38448.3 22922.4 -1797.44 27511.7 20289.3 82883.3 -2866.65 45319.8 -19557.2 7479.9 4838.93 8634.88 5888.18 6621.45 2568.3
internal_weight=0 1.30115e+06 307670 190982 116688 37506 72317 19496 52821 18975 31746 21075 2345 440 1905 411 521 118665 494 437 57 227 210 750 193 1155 1061 21321 20081 8174
internal_count=4073804 1301151 307670 190982 116688 37506 72317 19496 52821 18975 31746 21075 2345 440 1905 411 521 118665 494 437 57 227 210 750 193 1155 1061 21321 20081 8174
is_linear=0
shrinkage=0.1


Tree=3953
num_leaves=31
num_cat=0
split_feature=5 4 0 6 4 1 0 6 6 4 2 0 1 6 3 3 4 6 6 2 1 1 0 3 1 3 3 4 2 3
split_gain=3.742e+11 3.04563e+12 2.18839e+13 1.74969e+13 2.50836e+13 3.03271e+13 2.97805e+13 2.81413e+13 2.40155e+13 2.34694e+13 3.87485e+13 2.01462e+13 2.55682e+13 1.96398e+13 2.19511e+13 1.75612e+13 1.91976e+13 1.48826e+13 3.30642e+13 1.44506e+13 1.35519e+13 4.20205e+13 1.2855e+13 1.09031e+13 9.74369e+12 9.65142e+12 9.56577e+12 8.84237e+12 1.63425e+13 1.08519e+13
threshold=4.5000000000000009 12.500000000000002 44.601833250000006 122.65000000000002 14.500000000000002 60.620042600000012 55.60524465000001 149.05000000000004 168.45000000000002 16.500000000000004 75.000000000000014 60.028671700000011 30.389265100000003 105.00500000000001 12.500000000000002 2.5000000000000004 15.500000000000002 81.02500000000002 97.020000000000024 2828.5000000000005 30.362494150000003 37.843405600000004 56.006509350000009 4.5000000000000009 30.472130500000002 6.5000000000000009 1.5000000000000002 17.500000000000004 75.000000000000014 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 9 5 6 19 -8 -7 10 15 12 -6 14 22 -4 -17 23 -19 -5 -15 -22 -12 -11 -14 -24 -26 -20 -29 -30
right_child=1 2 3 4 11 8 7 -9 -10 17 13 -13 24 20 -16 16 -18 18 27 -21 21 -23 25 -25 26 -27 -28 28 29 -31
leaf_value=-1.8044075047870134 -201.46043861009596 -56247.600065104169 114106.55911458333 136014.63445638021 72097.347960805098 162752.95812988281 40488.87944048713 -84740.831126644742 30422.702612304689 -71061.957864583339 -83690.044140625003 -79652.987630208343 -64263.112343749999 -13440.625176411291 66871.539894531248 -52392.812254050928 70526.753255208343 114080.79095818015 45734.524070312502 35190.604865056819 -215345.39136904763 -57561.07661700582 41553.591406250001 -4033.1548382135829 -48186.817895507818 -40122.546734775649 7024.4041121890905 -73542.413657407407 39541.908753301061 -13564.818286132813
leaf_weight=4059415 11618 60 21 21 59 32 34 38 24 30 38 27 20 31 25 27 24 34 50 44 21 86 23 127 32 39 1622 27 71 84
leaf_count=4059415 11618 60 21 21 59 32 34 38 24 30 38 27 20 31 25 27 24 34 50 44 21 86 23 127 32 39 1622 27 71 84
internal_value=0 509.059 3488.06 4810.14 9815.08 44038.4 18694.6 -25604.6 106040 -8085.2 -27857.8 6062.19 7397.63 -45652.6 -16939.8 37142.7 5451.69 7573.97 21984.4 67764.5 -71660.6 -88528.1 -37892.7 -16841.2 5117.29 -9823.33 5956.23 8487.55 -1745.13 10761.5
internal_weight=0 14389 2771 2711 1953 193 137 72 56 758 335 1760 1733 263 125 72 51 423 266 65 138 107 100 157 1674 62 1654 232 182 155
internal_count=4073804 14389 2771 2711 1953 193 137 72 56 758 335 1760 1733 263 125 72 51 423 266 65 138 107 100 157 1674 62 1654 232 182 155
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 0 5 6 3 4 6 6 4 0 6 0 5 1 6 0 3 4 4 3 0 0 4 4 5 4
split_gain=3.90801e+11 4.8693e+12 9.96958e+12 5.6247e+13 2.68425e+13 2.82618e+13 2.47073e+13 4.95062e+13 3.43043e+13 2.08127e+13 6.01807e+13 2.66784e+13 1.92301e+13 1.80241e+13 1.51334e+13 1.87959e+13 2.91204e+13 2.15573e+13 1.8767e+13 1.66767e+13 1.29856e+13 1.00797e+13 8.90453e+12 8.18243e+12 5.34825e+13 1.82373e+13 1.35473e+13 1.06276e+13 1.38166e+13 8.4326e+12
threshold=142.05000000000004 47.256487700000001 43.997056950000008 56.324067350000007 19.500000000000004 56.148747500000006 4.5000000000000009 168.45000000000002 7.5000000000000009 5.5000000000000009 156.15000000000003 156.15000000000003 5.5000000000000009 56.309668500000008 149.05000000000004 54.188398350000007 5.5000000000000009 47.17130860000001 168.45000000000002 51.307150200000002 8.5000000000000018 15.500000000000002 27.500000000000004 5.5000000000000009 48.179569850000007 45.177967300000006 5.5000000000000009 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 2 22 4 5 14 8 -8 9 11 13 -7 -5 -11 19 16 23 -17 -19 -4 -9 -10 -2 25 -25 27 -27 28 29 -16
right_child=1 -3 3 12 -6 6 7 20 21 10 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.1917967090657675 -78.840788076989284 -2004.0529975736017 1401.4776765046297 31650.241666666669 -74679.987916825456 127722.7309375 -100950.5972764757 5111.0416124131953 37061.788560267858 110361.32785326087 227023.23411458335 -17058.388169642858 145419.02784455128 -12301.501234375 47858.86195549243 -129346.80056423611 103596.97024739585 -86185.719960937509 46264.670040760873 94391.797669270833 95027.297952586203 -43959.925183823536 60911.660375976564 -24368.167254464286 161054.62010742188 -27219.269593749999 -137639.1378125 40038.206992187508 -46683.511649622546 -9838.3502186066526
leaf_weight=4053505 9256 10035 54 24 41 20 36 36 28 23 30 35 39 25 33 27 24 20 23 30 29 34 24 70 20 25 20 40 89 109
leaf_count=4053505 9256 10035 54 24 41 20 36 36 28 23 30 35 39 25 33 27 24 20 23 30 29 34 24 70 20 25 20 40 89 109
internal_value=0 -437.679 1093.75 10664.7 4411.67 8096.62 33268.7 -6875.57 54061.4 82698.4 115916 35589.3 102079 46474.4 -4661.84 -11259.9 -3437.11 -59314.2 -15340.2 34612.3 45227.5 -7369.47 78.8933 -9764.25 16836.9 -17340.5 -76294.8 -7551.08 -15791.6 3570.16
internal_weight=0 20299 10264 984 921 880 296 101 195 133 78 55 63 48 584 500 430 70 43 84 65 62 9280 406 90 316 45 271 231 142
internal_count=4073804 20299 10264 984 921 880 296 101 195 133 78 55 63 48 584 500 430 70 43 84 65 62 9280 406 90 316 45 271 231 142
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=31
num_cat=0
split_feature=6 4 4 1 1 0 0 6 4 0 1 1 1 7 0 1 3 5 1 6 0 6 0 0 3 6 0 4 3 5
split_gain=3.71924e+11 4.46649e+12 1.04036e+13 3.48896e+13 8.53891e+13 6.33645e+13 1.12033e+14 9.00278e+13 1.3243e+14 7.66396e+13 7.51586e+13 5.32228e+13 1.05929e+14 9.10439e+13 6.79275e+13 6.00939e+13 8.61308e+13 4.66694e+13 3.73912e+13 3.7109e+13 3.6424e+13 4.89116e+13 3.88581e+13 7.22365e+13 3.3599e+13 3.25499e+13 3.23172e+13 6.40156e+13 4.01229e+13 4.17884e+13
threshold=53.310000000000009 18.500000000000004 20.500000000000004 37.804148700000006 37.618684050000006 55.721784200000009 55.768246800000007 57.715000000000011 19.500000000000004 55.783232450000007 37.649344350000007 37.768783500000005 37.729575300000008 6.0000000000000009 55.753967500000009 37.682335600000009 8.5000000000000018 1.5000000000000002 49.300375350000003 54.990000000000002 54.998919050000005 120.05000000000001 55.039488700000007 55.026775150000006 17.500000000000004 72.50500000000001 55.806294650000005 19.500000000000004 15.500000000000002 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 3 4 19 10 11 8 -8 -9 -6 12 13 14 -7 16 25 -12 -5 -3 21 -20 23 -22 -10 -15 27 -11 29 -28
right_child=1 2 -4 18 5 6 7 9 24 26 17 -13 -14 15 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-26.04995564088378 102.79672164425875 -20489.567119318959 -4.5533052569139718 -5473.4722361933918 -76222.820222227238 -122437.20467633929 194578.75203857422 -166194.57545823319 -26476.179826419459 109889.86195082721 94809.202939967101 108017.90255757427 -27024.065040300276 35247.205213341345 93384.156109375006 192852.81705508474 133696.62606417932 2049.8078720528738 15463.817904944293 111.11552753360982 3465.0755144958234 -79253.78013392858 1228.6749436515463 -33679.02830586311 104582.26898148149 -112263.94434523811 -18115.824808478104 -6602.4435887750587 44169.205285296972 32469.803518911511
leaf_weight=2336845 1473871 931 203590 25660 121 35 64 26 71 85 57 182 143 52 25 59 107 1120 2062 14386 1139 56 10846 969 27 21 760 106 180 208
leaf_count=2336845 1473871 931 203590 25660 121 35 64 26 71 85 57 182 143 52 25 59 107 1120 2062 14386 1139 56 10846 969 27 21 760 106 180 208
internal_value=0 35.0467 -344.502 -1507.74 2059.88 16275.2 26804.3 12215.3 82697.2 3850.45 -1173.38 62505.3 43764.8 77620.3 -32511.6 105268 76560.3 6541.98 -3151.41 -1141.04 801.893 12959.5 -1185.89 -13609.2 9631.76 -7187.51 7152.3 45239.7 815.461 -7246.19
internal_weight=0 1.73696e+06 263088 59498 18766 3449 2151 1527 162 1365 1298 624 442 299 60 239 180 1177 40732 15317 15072 2118 12954 2108 98 73 1339 191 1148 968
internal_count=4073804 1736959 263088 59498 18766 3449 2151 1527 162 1365 1298 624 442 299 60 239 180 1177 40732 15317 15072 2118 12954 2108 98 73 1339 191 1148 968
is_linear=0
shrinkage=0.1


Tree=3956
num_leaves=31
num_cat=0
split_feature=6 1 0 1 4 6 3 3 3 4 3 4 6 3 4 3 4 0 7 0 0 3 6 6 3 3 4 0 6 1
split_gain=3.93942e+11 3.12463e+12 1.21029e+13 1.78503e+13 3.94813e+13 5.67532e+13 3.58633e+13 2.89862e+13 6.87727e+13 4.14599e+13 2.61044e+13 1.97551e+13 1.86971e+13 1.55457e+13 1.93558e+13 1.48453e+13 1.21196e+13 2.42908e+13 1.72062e+13 1.48825e+13 1.37052e+13 1.68829e+13 4.17993e+13 1.49867e+13 2.1068e+13 2.90191e+13 2.29923e+13 2.20842e+13 2.02801e+13 1.93425e+13
threshold=87.395000000000024 37.318079750000003 54.707511300000007 37.290808600000013 23.500000000000004 92.02500000000002 11.500000000000002 16.500000000000004 13.500000000000002 7.5000000000000009 10.500000000000002 4.5000000000000009 92.02500000000002 9.5000000000000018 14.500000000000002 4.5000000000000009 13.500000000000002 54.431501800000014 6.0000000000000009 53.244414800000008 50.596941950000009 10.500000000000002 120.05000000000001 116.05000000000001 1.5000000000000002 2.5000000000000004 5.5000000000000009 44.895258050000002 120.05000000000001 37.290808600000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 9 11 13 -5 -10 14 15 -11 20 19 -19 -18 23 -22 -23 24 -2 26 27 -26 -25 -28
right_child=1 -3 3 4 5 6 -8 -9 12 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 22 -24 28 25 -27 29 -29 -30 -31
leaf_value=7.7959554317008655 -17459.570005117042 -300.04305511833269 -218.01707175336824 14951.912508877842 -77885.649765624999 183195.52778716217 51577.587691156921 -85257.377059659106 190174.4430059524 -118838.12685825893 40799.899226562498 116441.42242647058 70164.00778952206 -117222.0437669837 -8016.6851267981156 -15416.800000000001 440.00655852657565 -76436.876156077662 -12336.347371344611 58782.116640624998 12978.172147927966 -23558.072983398437 180890.80730468751 -55211.274191921359 53585.745643939394 7234.5158241504105 58986.351362179492 -75760.503160511362 -3072.6012714183275 165155.31489701706
leaf_weight=3832905 271 194458 40402 44 20 37 47 33 21 35 50 34 34 23 126 23 1541 68 109 45 1792 20 20 91 33 986 78 22 414 22
leaf_count=3832905 271 194458 40402 44 20 37 47 33 21 35 50 34 34 23 126 23 1541 68 109 45 1792 20 20 91 33 986 78 22 414 22
internal_value=0 -124.04 612.92 20.4951 18305.8 73506.4 109552 4734.05 12348.7 -4666.4 -24047.2 59190.9 115986 -39710.8 -30021.9 -77826.2 5011.93 -1825.94 -36962.5 2095.36 8227.5 14412.4 78666.4 2316.83 7604.56 13557.6 53780.3 1847.25 -12467.9 82343.5
internal_weight=0 240899 46441 40929 527 104 84 423 390 335 257 78 55 207 184 58 5512 1763 177 1586 3749 1832 40 1917 1412 1141 155 55 505 100
internal_count=4073804 240899 46441 40929 527 104 84 423 390 335 257 78 55 207 184 58 5512 1763 177 1586 3749 1832 40 1917 1412 1141 155 55 505 100
is_linear=0
shrinkage=0.1


Tree=3957
num_leaves=31
num_cat=0
split_feature=3 4 0 0 0 6 3 6 0 0 0 0 1 0 7 6 1 5 2 1 0 6 6 2 2 7 1 6 6 6
split_gain=3.93049e+11 4.32097e+12 1.16323e+13 1.51782e+13 1.11546e+13 3.25245e+13 1.07927e+13 1.35624e+13 1.45657e+13 1.41278e+13 1.01099e+13 2.30155e+13 2.1262e+13 2.05545e+13 1.81306e+13 1.48506e+13 2.53495e+13 1.72697e+13 1.57677e+13 1.47785e+13 2.86231e+13 3.15534e+13 2.05298e+13 1.4017e+13 1.73476e+13 4.03271e+13 2.6991e+13 2.31386e+13 2.48956e+13 2.05499e+13
threshold=7.5000000000000009 8.5000000000000018 45.067157700000003 45.053967500000006 54.707511300000007 128.05000000000004 10.500000000000002 41.365000000000002 44.685196900000008 43.6005307 59.950512650000007 59.856552950000008 30.260128500000004 59.848366150000011 6.0000000000000009 52.015000000000008 30.277905650000005 2.5000000000000004 3338.0000000000005 30.323041000000003 59.91832440000001 54.710000000000008 73.00500000000001 2875.5000000000005 2865.5000000000005 6.0000000000000009 43.997056950000008 93.050000000000011 122.65000000000002 55.805000000000007
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 3 6 5 -4 7 9 -9 -2 11 13 -12 23 -13 16 -14 -17 -19 20 -16 -22 -21 24 27 26 -26 29 -29 -6
right_child=1 -3 4 -5 10 -7 -8 8 -10 -11 12 14 15 -15 19 17 -18 18 -20 22 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-20.723689516397354 55106.245526238206 59.58693472601189 6472.4139685644732 -47899.939011064555 -6418.9738047151332 132279.30461309524 31109.557692980412 -26394.063587150504 1687.7656947234348 -2072.2759899172011 -29956.245410156251 -64704.686937040446 142541.9863125 77845.562823486325 55779.46826171875 -8291.2010957792209 28141.770069494916 117838.79765625001 7379.9392857142857 -68721.335680094402 51850.854752604173 -93185.702851562513 37539.590275065108 -10037.862984654741 -2801.3232142857141 -65650.47149180538 136611.71410060977 -86463.061126077591 31297.588709435095 16852.239009190587
leaf_weight=2818986 53 1248661 958 103 857 21 67 539 281 234 93 102 25 32 64 154 86 24 28 75 24 40 24 1423 21 23 41 58 26 681
leaf_count=2818986 53 1248661 958 103 857 21 67 539 281 234 93 102 25 32 64 154 86 24 28 75 24 40 24 1423 21 23 41 58 26 681
internal_value=0 46.5564 -2596.08 -11093 -372.605 9171.03 -7863.78 -10222.6 -16770.9 8486.82 -2767.69 -4512.31 12087.2 -1893.21 -29684.3 24421.7 53907.6 8533.61 58361 -13948.3 8491.24 -38797 -42961.1 -2708.43 3401.57 47438.7 89391.2 1093.83 -50013.3 3885.12
internal_weight=0 1.25482e+06 6157 1277 4880 979 1174 1107 820 287 3901 3491 410 3162 329 317 111 206 52 227 128 64 99 3130 1707 85 62 1622 84 1538
internal_count=4073804 1254818 6157 1277 4880 979 1174 1107 820 287 3901 3491 410 3162 329 317 111 206 52 227 128 64 99 3130 1707 85 62 1622 84 1538
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=31
num_cat=0
split_feature=1 1 6 0 4 4 4 0 4 6 6 5 5 6 5 0 6 6 6 6 6 3 3 0 3 6 6 6 3 0
split_gain=3.95189e+11 7.38331e+12 1.79461e+13 3.99668e+13 3.58948e+13 2.3478e+13 1.63776e+13 1.27079e+13 1.37898e+13 1.36058e+13 2.46969e+13 4.53337e+13 1.99529e+13 1.86152e+13 1.23089e+13 1.27796e+13 2.61823e+13 2.37025e+13 4.52991e+13 3.37014e+13 4.11427e+13 2.82243e+13 2.85107e+13 2.78355e+13 2.27587e+13 2.2817e+13 2.57475e+13 8.65463e+13 1.89471e+13 1.87796e+13
threshold=39.652459050000012 39.712886600000012 156.15000000000003 47.234875100000004 5.5000000000000009 12.500000000000002 3.5000000000000004 43.687280500000007 1.5000000000000002 35.995000000000012 71.715000000000018 2.5000000000000004 1.5000000000000002 58.045000000000009 4.5000000000000009 47.222459950000008 122.65000000000002 118.04500000000002 114.05000000000001 110.01500000000001 103.03500000000001 2.5000000000000004 7.5000000000000009 47.139841100000005 6.5000000000000009 60.005000000000003 63.705000000000005 62.375000000000007 3.5000000000000004 47.22829500000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 12 -12 -11 -14 15 17 -17 18 19 20 24 -22 23 -23 -8 -26 27 -27 -18 -30
right_child=1 -3 3 -5 5 -7 14 -9 9 10 11 -13 13 -15 -16 16 28 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-36.605584603392771 -66479.494531250006 1.1350947120262189 2273.5786458333332 -54806.03347098214 174533.10157973345 43715.913586956529 2186.2161522658962 -7693.9762405522115 -13235.295152698865 132476.02578125001 -142521.39812500001 43480.622214226976 3696.2798317307697 87365.858819444446 -41172.037768190297 1021.5057087395026 -107542.84383285984 37432.359048739352 -89765.398667279413 116300.35883246528 50798.5332201087 -180265.49150094698 -20942.360078296329 -36956.883823029893 7653.0391060430356 20242.529031416299 21389.725481294769 237409.43100000001 -68790.597320312503 11451.027381068639
leaf_weight=1710743 20 2315381 45 35 34 23 6554 2953 88 28 20 38 65 45 67 34671 33 220 51 27 23 33 57 23 1760 69 553 25 50 70
leaf_count=1710743 20 2315381 45 35 34 23 6554 2953 88 28 20 38 65 45 67 34671 33 220 51 27 23 33 57 23 1760 69 553 25 50 70
internal_value=0 26.5007 1258.28 37399.2 69038.3 121747 1154.13 -5689.81 13778.3 19430.2 34096.4 -20658 57109.1 37924.7 1657.47 1722.36 839.357 4995.36 4217.58 4742.91 4411.8 -50177.3 -70729.9 -121407 5240.3 13556.2 29614.4 77999.7 -40437.1 -21983
internal_weight=0 2.36306e+06 47680 137 102 57 47543 3257 304 284 196 58 138 110 44286 44219 34824 9395 9175 9124 9097 136 113 56 8961 2407 647 94 153 120
internal_count=4073804 2363061 47680 137 102 57 47543 3257 304 284 196 58 138 110 44286 44219 34824 9395 9175 9124 9097 136 113 56 8961 2407 647 94 153 120
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=31
num_cat=0
split_feature=4 5 2 0 6 6 6 0 0 1 1 1 1 1 2 1 6 0 1 2 0 1 6 0 0 4 0 0 1 1
split_gain=4.3413e+11 2.26442e+12 6.03885e+12 5.46552e+12 3.12754e+12 3.0727e+12 5.64592e+12 6.37713e+12 5.21775e+12 3.0711e+12 2.98194e+12 2.33596e+12 3.3403e+12 5.28565e+12 4.93712e+12 3.91122e+12 3.55878e+12 6.11131e+12 8.41002e+12 7.89344e+12 4.15714e+12 3.59352e+12 3.22449e+12 1.11718e+13 4.30681e+12 3.38228e+12 4.1873e+12 5.64363e+12 3.78667e+12 3.14487e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 31.705000000000002 75.605000000000004 247.90000000000001 56.342669500000007 56.228352100000002 37.517483500000004 38.011626600000007 113.48479755000001 83.025426800000005 60.307188350000011 9651.0000000000018 60.571186450000006 44.410000000000004 59.933037250000005 30.410676000000006 7833.0000000000009 60.753246850000004 38.97264950000001 57.995000000000012 56.309668500000008 46.323575350000006 1.5000000000000002 43.6005307 45.029425500000009 39.873894000000007 40.024897700000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 7 8 -7 -1 -4 12 13 16 -14 -15 -6 18 -18 21 -19 -20 24 29 25 28 -27 -28 -23 -24
right_child=-2 -3 4 -5 5 6 -8 -9 -10 -11 -12 -13 14 15 -16 -17 17 20 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=33326.815046037947 -5.4929460038764919 446.61291660052689 4590.2217469299731 63007.161979166667 -767.36161697998523 22306.572855468752 -18596.748764898839 -23295.818408203126 79857.764028532605 -11700.483806818183 -165.98395920517453 -12637.273316391818 -2178.7575255465081 -36191.009749702782 10246.308481953378 -6642.9981976102927 -68703.074813179352 59894.254705255677 -19755.44831064728 46830.624977463944 -1581.1070379083808 65869.529474431823 -75267.469264914776 34144.508703125 -7117.5070352299081 -37436.774218750004 45212.065977822582 -15629.837719726564 5748.4488281250005 -28782.545784883721
leaf_weight=28 3961637 85228 1470 27 8253 50 39 20 23 33 12764 203 778 46 543 1714 23 22 231 26 22 22 22 25 411 20 31 30 20 43
leaf_count=28 3961637 85228 1470 27 8253 50 39 20 23 33 12764 203 778 46 543 1714 23 22 231 26 22 22 22 25 411 20 31 30 20 43
internal_value=0 194.006 -605.178 25548 -690.891 -1837.21 13339.9 26732.7 40439.1 8967.78 325.208 -1997.68 -1821.82 -2394.33 2928.59 -7415.28 -1433.91 -7236.68 -9008.03 -7449.59 29156.6 -9100.21 -5155.73 -22665.8 -2204.59 14211.7 2270.91 15289.8 37240.4 -44515.9
internal_weight=0 112167 26939 88 26851 12617 132 93 73 61 14234 12485 12282 10961 1321 1760 9201 948 904 881 44 855 624 90 534 123 81 61 42 65
internal_count=4073804 112167 26939 88 26851 12617 132 93 73 61 14234 12485 12282 10961 1321 1760 9201 948 904 881 44 855 624 90 534 123 81 61 42 65
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=31
num_cat=0
split_feature=3 7 6 1 1 1 0 0 6 5 1 0 5 6 6 1 4 0 4 0 4 0 0 1 6 6 1 6 0 0
split_gain=3.7767e+11 1.58505e+13 1.67022e+13 2.71308e+13 2.62956e+13 6.28904e+13 8.70669e+13 2.10153e+14 4.32992e+13 5.99216e+13 6.66925e+13 5.37483e+13 4.81492e+13 4.21059e+13 3.75653e+13 3.693e+13 4.00162e+13 3.51262e+13 5.88539e+13 5.41759e+13 3.95982e+13 3.45774e+13 6.52425e+13 8.24637e+13 4.2248e+13 5.24222e+13 6.63169e+13 3.42597e+13 2.87554e+13 2.60312e+13
threshold=1.5000000000000002 6.0000000000000009 51.015000000000008 37.755233900000007 37.600779750000008 37.618684050000006 55.850146250000009 55.702806750000008 79.710000000000022 3.5000000000000004 37.682335600000009 55.753967500000009 2.5000000000000004 60.910000000000004 70.50500000000001 37.702956500000006 11.500000000000002 55.649510000000014 6.5000000000000009 55.710673100000008 9.5000000000000018 55.749683450000006 55.702806750000008 37.649344350000007 63.855000000000011 60.605000000000011 37.649344350000007 91.02500000000002 55.812023600000011 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 6 7 -6 12 15 11 -11 17 -9 -8 28 -17 -7 19 -19 -20 22 -14 -24 25 -23 -27 -12 -10 -4
right_child=-2 -3 3 -5 5 8 14 13 9 10 27 -13 21 -15 -16 16 -18 18 20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=331.94060256504611 -11.367113035511686 1328.4212669879403 1155.4861109710732 -362.98086121812264 -18651.405103228724 2771.8224589123706 -21633.915094698394 -285642.30068108975 -78888.816106770828 7531.3752604166675 54817.637618582594 223924.84062500001 8916.5299413344455 -145755.10402832032 110187.46059966215 -98741.204439221416 11667.076807960306 -143901.11868206522 -108430.16677940803 17648.208855083627 -34646.793473490172 -12579.417733487217 214527.45894097222 43357.600181686052 20518.660324135639 -269631.97385742189 -43618.801161317569 -78454.069373739927 -196271.13959960939 -5314.1923751479426
leaf_weight=253355 3575470 84638 10309 131494 177 434 52 39 60 24 28 22 544 48 37 59 74 23 123 213 178 176 36 129 235 20 37 62 32 15676
leaf_count=253355 3575470 84638 10309 131494 177 434 52 39 60 24 28 22 544 48 37 59 74 23 123 213 178 176 36 129 235 20 37 62 32 15676
internal_value=0 81.5573 -173.538 -972.246 -3749.48 -12846.9 -52367.2 -81203 -7286.64 -39331.1 13072.4 111024 -1901.14 -208463 33168.2 -71006.1 -37311 -18384.9 -35483.6 1903.99 -64797.5 11697.6 25623 80703.8 -9398.78 -39573 -122922 -36991.8 -119717 -2747.48
internal_weight=0 498334 413696 160341 28847 2862 353 264 2509 361 136 46 2148 87 89 225 133 971 537 236 301 1177 709 165 468 233 57 90 92 25985
internal_count=4073804 498334 413696 160341 28847 2862 353 264 2509 361 136 46 2148 87 89 225 133 971 537 236 301 1177 709 165 468 233 57 90 92 25985
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=31
num_cat=0
split_feature=6 2 2 6 1 0 0 5 0 2 5 1 1 4 4 4 4 3 1 0 2 2 4 0 0 1 0 0 1 4
split_gain=4.33242e+11 3.89037e+12 8.38442e+12 1.38781e+13 1.37834e+13 1.90216e+13 5.25121e+13 1.87339e+13 4.44287e+13 2.21481e+13 1.88088e+13 2.03942e+13 1.85321e+13 1.74827e+13 2.13145e+13 1.28942e+13 1.256e+13 1.20663e+13 1.64931e+13 1.65662e+13 1.56004e+13 1.37705e+13 1.37614e+13 2.08697e+13 4.55471e+13 4.66989e+13 3.31268e+13 4.93338e+13 5.64112e+13 3.75329e+13
threshold=53.310000000000009 6680.0000000000009 2970.5000000000005 67.445000000000007 56.240615550000008 56.067362750000008 55.60524465000001 2.5000000000000004 53.356310450000002 4244.5000000000009 1.5000000000000002 36.555998300000006 45.71452080000001 14.500000000000002 16.500000000000004 2.5000000000000004 26.500000000000004 1.5000000000000002 39.718675700000013 56.020150250000007 3062.5000000000005 6426.0000000000009 8.5000000000000018 55.161746650000005 56.105603650000006 60.66055595000001 56.228352100000002 56.148747500000006 47.256487700000001 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 9 12 -4 -11 -12 -9 -10 -15 -7 -17 18 -5 20 -20 -21 23 -19 25 -25 27 29 -29 -26
right_child=1 -3 3 17 -6 15 -8 8 13 10 11 -13 -14 14 -16 16 -18 22 19 21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-28.115433900346609 -52.517579861508125 -230.18558935090797 1460.9957092432223 4269.4683427637819 251.18811386281845 -8414.1968796427009 -26952.61579715558 -249.43957623177013 -8200.8367674382916 -8084.7003825536849 -5676.2548878964353 10558.337231299987 5995.9483425849057 -55475.995300292969 32109.671872127758 4143.2865893133185 -23104.880255005781 4452.0489123930856 -41419.504299834283 -489.68575202847609 -6725.2441494651857 -55960.853148871538 -344.49511932522455 -33817.744198286702 17606.659345829015 -4908.8824778027238 326.75296495169175 60126.266855034155 -17980.108603355533 -18093.963022160937
leaf_weight=2336845 896079 412870 32887 2956 118853 856 670 26441 4654 732 874 6749 5792 152 34 34499 170 16677 132 8132 7143 45 138539 702 783 2739 15823 382 122 472
leaf_count=2336845 896079 412870 32887 2956 118853 856 670 26441 4654 732 874 6749 5792 152 34 34499 170 16677 132 8132 7143 45 138539 702 783 2739 15823 382 122 472
internal_value=0 37.8255 121.395 485.498 1005.55 1788.52 924.156 1162.65 -468.649 2629.04 7226.71 8696.99 872.804 -9402.34 -39465.7 3710.31 4009.67 -137.992 -2574.19 -3883.39 -7354.75 -794.957 116.466 1810.39 -285.161 -10806.6 1774 14792.7 41219.6 4179.81
internal_weight=0 1.73696e+06 1.32409e+06 428010 233363 114510 78985 78315 37073 41242 8355 7623 32233 4840 186 35525 34669 194647 18408 15452 7275 8177 176239 37700 21023 3441 17582 1759 504 1255
internal_count=4073804 1736959 1324089 428010 233363 114510 78985 78315 37073 41242 8355 7623 32233 4840 186 35525 34669 194647 18408 15452 7275 8177 176239 37700 21023 3441 17582 1759 504 1255
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 0 4 4 3 1 4 1 0 1 1 0 1 1 4 4 0 3 0 0 3 0 4 0 4 4
split_gain=4.39656e+11 1.10229e+13 1.08638e+13 1.58828e+13 1.48756e+13 3.20929e+13 1.46501e+13 5.06084e+13 1.99974e+13 2.1059e+13 1.79594e+13 1.59681e+13 1.54811e+13 1.44786e+13 1.99383e+13 3.31864e+13 2.7553e+13 1.90687e+13 3.18149e+13 2.76469e+13 1.81853e+13 2.16101e+13 1.63691e+13 5.23454e+13 5.19995e+13 6.51189e+13 3.83887e+13 2.11952e+13 7.18371e+13 2.09285e+13
threshold=66.50500000000001 65.805000000000021 36.000000000000007 47.256487700000001 47.17130860000001 56.128722100000005 10.500000000000002 9.5000000000000018 3.5000000000000004 37.534144550000008 4.5000000000000009 37.475446350000006 55.595177750000005 37.331232350000008 37.425454150000007 55.806294650000005 37.46219940000001 37.343102500000008 21.500000000000004 15.500000000000002 55.883833400000007 11.500000000000002 55.759969450000007 55.737027400000009 9.5000000000000018 55.753967500000009 19.500000000000004 55.806294650000005 24.500000000000004 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 -1 6 4 -4 -6 7 8 10 11 -3 12 -10 -8 15 17 -16 -15 19 -19 22 -22 23 29 26 -26 -25 28 -24 -18
right_child=-2 2 3 -5 5 -7 13 -9 9 -11 -12 -13 -14 14 16 -17 20 18 -20 -21 21 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=2.1747094615221347 65.29021016541941 88184.888508064527 -4062.6574276083084 50.956046774314032 -45676.315327536613 18615.890791440219 -44290.491286057695 -156112.62899116849 19675.820004634534 -56613.816187643359 6126.1142624141039 69645.626116071435 -55955.76207421875 5740.3954140625001 -28925.745826152732 -35293.227558992352 10146.419617994938 75691.8515625 132060.78324947035 -63766.370275297624 -76421.300156249999 34600.101736111115 87886.135322926464 82051.040979003912 -209179.24600694445 9196.7568892045456 -70550.62201286765 14019.927654567862 -73129.963571428569 113860.24386718751
leaf_weight=3217595 823011 31 15784 14403 239 115 52 23 59 109 191 28 50 50 204 49 716 44 59 21 50 27 133 32 36 22 34 582 35 20
leaf_count=3217595 823011 31 15784 14403 239 115 52 23 59 109 191 28 50 50 204 49 716 44 59 21 50 27 133 32 36 22 34 582 35 20
internal_value=0 -16.5297 -1829.38 -2362.95 -4517.34 -24790.4 4303.72 -11292.3 -4175.05 -23812 17584.8 2285.86 -15017.6 7839.1 9121.38 37401.7 5786.37 57873.3 78894.6 30636.1 9983.92 -37491.7 12254.5 2838.17 -57267.8 -126347 3438.06 23051.9 54341.1 12964.7
internal_weight=0 3.25079e+06 33198 30541 16138 354 2657 491 468 246 222 137 109 2166 2114 223 1891 174 124 65 1687 77 1610 860 124 58 66 750 168 736
internal_count=4073804 3250793 33198 30541 16138 354 2657 491 468 246 222 137 109 2166 2114 223 1891 174 124 65 1687 77 1610 860 124 58 66 750 168 736
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=31
num_cat=0
split_feature=6 6 2 0 0 1 3 1 0 1 1 3 1 1 0 1 0 1 1 7 4 0 4 4 0 0 4 1 2 5
split_gain=4.35995e+11 1.00021e+13 2.74809e+13 2.1476e+13 2.26355e+13 1.9118e+13 1.65818e+13 1.52177e+13 2.47558e+13 3.33883e+13 3.10053e+13 2.19789e+13 1.67307e+13 2.65487e+13 1.72328e+13 5.42476e+13 1.68045e+13 1.45838e+13 1.45658e+13 1.29103e+13 1.26439e+13 1.1947e+13 1.52217e+13 1.13039e+13 1.10271e+13 2.00459e+13 1.77955e+13 1.0364e+13 1.03502e+13 9.35189e+12
threshold=63.415000000000006 63.705000000000005 915.50000000000011 55.649510000000014 55.595177750000005 37.586700500000006 20.500000000000004 37.442254400000003 55.696737300000009 37.649344350000007 37.873748150000004 7.5000000000000009 37.543519500000009 37.586700500000006 55.866549750000011 37.71815560000001 55.783232450000007 37.649344350000007 37.729575300000008 6.0000000000000009 23.500000000000004 55.728148450000006 22.500000000000004 9.5000000000000018 55.791814000000009 55.753967500000009 21.500000000000004 38.247071200000008 2561.0000000000005 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 27 29 7 19 9 -9 11 -11 16 -14 21 17 -10 -16 -7 23 -18 -15 24 -5 25 -23 -26 -2 -4 -6
right_child=1 -3 28 6 5 18 -8 8 12 10 -12 -13 13 14 15 -17 20 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-18.73521705221879 -13909.788871604962 28.055299873796674 26859.832189991641 -1618.66142578125 -67086.069510135145 32538.463739224142 -36019.017319915256 -37387.258051589444 -45194.884680175783 47764.730673363098 -14633.928422619048 177882.04624310663 -104735.48618539664 -19421.649535217286 -32590.836769979505 16462.612683982217 18794.605013702556 -99705.532798346932 -48139.760572783802 17621.135810198102 70152.04052734375 18556.211206483007 -23961.628047236693 -61411.471974927328 -15591.350572559932 106266.29156901043 68078.842788461538 49238.731389508932 5825.2190194031155 -148286.91902173913
leaf_weight=3067690 362 997634 243 50 37 29 118 29 32 21 21 34 26 85 61 181 191 69 98 56 64 57 54 86 73 48 39 28 6265 23
leaf_count=3067690 362 997634 243 50 37 29 118 29 32 21 21 34 26 85 61 181 191 69 98 56 64 57 54 86 73 48 39 28 6265 23
internal_value=0 57.1246 3476.99 -6864.62 -23091 -51694.5 -153.046 3161.12 7753.25 53900.1 88733.4 128201 2808.95 -5599.55 -1735.18 -18932.4 23112.4 -68213.3 -29717.2 -22789.3 31684.3 13288.3 23547.8 -39428.8 35370.5 58652.2 13543.8 -9376.05 6610.62 -98213.1
internal_weight=0 1.00611e+06 8480 1972 577 187 1395 1277 1085 105 76 55 980 693 667 311 287 130 127 192 255 356 271 136 217 105 112 390 6508 60
internal_count=4073804 1006114 8480 1972 577 187 1395 1277 1085 105 76 55 980 693 667 311 287 130 127 192 255 356 271 136 217 105 112 390 6508 60
is_linear=0
shrinkage=0.1


Tree=3964
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 6 6 5 4 3 6 6 6 3 6 6 6 4 6 6 6 4 6 3 6 6 4 5 3
split_gain=4.09656e+11 5.66081e+12 1.86772e+13 3.78174e+13 1.19037e+14 4.41796e+13 4.39803e+13 2.12698e+13 3.09101e+13 2.99819e+13 2.38816e+13 2.66213e+13 2.68664e+13 2.94017e+13 2.3708e+13 2.2815e+13 2.69281e+13 2.51255e+13 2.24497e+13 2.17967e+13 2.27692e+13 2.0872e+13 2.48586e+13 2.42623e+13 1.9833e+13 1.93889e+13 1.90128e+13 1.57674e+13 5.10502e+13 6.2077e+13
threshold=43.687280500000007 43.6005307 43.047633000000012 40.024897700000004 10.500000000000002 39.749243900000003 100.05000000000001 40.490000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 51.805000000000007 83.820000000000007 64.805000000000021 1.5000000000000002 55.805000000000007 44.820000000000007 66.990000000000023 3.5000000000000004 73.995000000000019 83.010000000000005 91.02500000000002 11.500000000000002 81.705000000000013 4.5000000000000009 24.030000000000005 39.995000000000012 8.5000000000000018 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 -1 3 5 7 25 21 14 9 -9 15 -12 13 -13 -5 16 -10 -17 -19 -20 -21 22 23 24 26 -3 -7 -27 -29 -30
right_child=-2 2 -4 4 -6 6 -8 8 10 -11 11 12 -14 -15 -16 17 -18 18 19 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=143.85055329531383 4.9222774337238118 -20011.33656583053 -20890.526221189462 63720.897299142613 -216562.08563988097 -566.09858766488696 -132605.6120975379 163440.47270089286 62215.331149193553 43252.910401348046 169383.16207682295 73814.786799568959 133293.51548913046 -72632.7265625 -5604.0173373909893 89468.910579978823 -44585.883860085232 103965.40335582387 -81262.939224137939 78203.468296030405 -25722.580261479594 63989.145861816411 -44923.07939323454 -118125.47219122025 12881.911685201425 -2772.5669008113123 -29667.467237264398 -633.85188552096452 41219.641759871352 -10044.621049173764
leaf_weight=79526 3977958 497 502 59 21 398 33 35 31 51 21 29 23 26 301 59 99 22 29 37 49 32 273 21 294 7649 515 4156 702 356
leaf_count=79526 3977958 497 502 59 21 398 33 35 31 51 21 29 23 26 301 59 99 22 29 37 49 32 273 21 294 7649 515 4156 702 356
internal_value=0 -204.293 -1900.76 -1298.11 18703.2 -2493.42 -18384.3 24375.5 37491.9 92166.5 26428.4 69444.2 42537.5 4585.05 5757.57 13365.3 -19117.9 34910.2 11414.1 -6291.33 18989.8 -15925.5 -17629.2 -11561.4 -9707.35 -630.762 -16981.4 118.063 4358.65 23970
internal_weight=0 95846 16320 15818 892 14926 1566 871 511 86 425 99 78 55 360 326 130 196 137 115 86 1533 1501 1228 1207 13360 913 12863 5214 1058
internal_count=4073804 95846 16320 15818 892 14926 1566 871 511 86 425 99 78 55 360 326 130 196 137 115 86 1533 1501 1228 1207 13360 913 12863 5214 1058
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=31
num_cat=0
split_feature=4 5 6 2 6 6 2 6 6 0 0 3 3 6 0 6 2 1 1 0 4 1 6 1 0 1 0 4 1 6
split_gain=4.15197e+11 2.19076e+12 5.51856e+12 5.79429e+12 9.95135e+12 9.35687e+12 5.9936e+12 1.10003e+13 2.21858e+13 2.5578e+13 8.82412e+12 8.60872e+12 6.00922e+12 5.65712e+12 7.6179e+12 5.58378e+12 5.3298e+12 2.17624e+13 5.13529e+12 4.24641e+12 1.04254e+13 8.3345e+12 7.28477e+12 7.98676e+12 1.18759e+13 7.26721e+12 6.99676e+12 5.49433e+12 7.57651e+12 6.57739e+12
threshold=2.5000000000000004 2.5000000000000004 51.805000000000007 2599.0000000000005 103.03500000000001 86.920000000000016 2691.5000000000005 65.00500000000001 76.605000000000004 59.699368850000006 59.939085000000013 1.5000000000000002 1.5000000000000002 62.375000000000007 57.57007620000001 89.00500000000001 75.000000000000014 37.618684050000006 30.438492500000006 55.749683450000006 1.5000000000000002 38.430814800000007 75.010000000000005 38.011626600000007 55.972700350000004 38.166910000000009 55.520061350000013 1.5000000000000002 38.782330450000011 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 -1 4 5 16 7 10 9 -9 12 -12 13 14 -5 -10 17 -4 -14 26 21 -21 23 24 -22 -25 -18 29 -29 -28
right_child=-2 -3 3 6 -6 -7 -8 8 15 -11 11 -13 18 -15 -16 -17 19 -19 -20 20 22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=220.62926714639872 -5.371825050343066 874.29662148905811 -32448.330937500003 21878.486633831522 51236.673806423612 -74768.915447443185 -2036.4233952226919 33005.16954719388 20832.114791666667 164914.29249441964 3587.7964843750001 -83910.615701426635 64606.047949218751 39790.095084635424 -26519.460653329112 -39686.288688413566 -9863.3982249293949 87042.087065972228 13241.873597495069 61178.400762195117 -68623.070834585335 -15118.490269886366 49604.409160156254 46616.79854862608 -10367.443954439252 -7071.8606874139823 -44845.964599609375 -57901.519780115923 8600.6581380208336 34390.483132102272
leaf_weight=69239 3961637 32996 35 46 27 22 8240 49 30 21 22 23 24 24 111 31 477 27 103 41 52 22 20 29 107 193 20 93 21 22
leaf_count=69239 3961637 32996 35 46 27 22 8240 49 30 21 22 23 24 24 111 31 477 27 103 41 52 22 20 29 107 193 20 93 21 22
internal_value=0 189.728 -95.5787 -2299.96 -8790.88 -10163.2 -1401.17 9413.84 34161.4 72577.9 229.909 -41133.6 6273.28 -5427 -12339.2 -9923.14 -8936.89 19587.8 22948.5 -10549 -3282.12 34535 -9223.47 -12311.5 -29419.6 -58.4773 -15875.8 -34260 -45651.1 -3341.16
internal_weight=0 112167 79171 9932 1208 1181 8724 484 131 70 353 45 308 181 157 61 1159 62 127 1097 464 63 401 381 159 222 633 156 114 42
internal_count=4073804 112167 79171 9932 1208 1181 8724 484 131 70 353 45 308 181 157 61 1159 62 127 1097 464 63 401 381 159 222 633 156 114 42
is_linear=0
shrinkage=0.1


Tree=3966
num_leaves=31
num_cat=0
split_feature=4 1 1 4 5 1 6 0 0 0 6 3 6 3 6 6 3 1 0 6 3 1 5 4 6 6 0 0 6 6
split_gain=3.85139e+11 4.54926e+12 2.84121e+13 2.59319e+13 1.82207e+13 1.10215e+13 1.4581e+13 1.09928e+13 2.29312e+13 1.72054e+13 1.5257e+13 1.01762e+13 1.28731e+13 1.17812e+13 1.03048e+13 3.02321e+13 1.01565e+13 9.75928e+12 9.00386e+12 1.119e+13 1.08831e+13 8.90395e+12 1.66737e+13 8.59766e+12 8.17243e+12 7.91653e+12 7.05908e+12 1.1894e+13 7.59855e+12 8.34668e+12
threshold=25.500000000000004 82.92647190000001 82.901648750000021 26.500000000000004 1.5000000000000002 82.906746050000024 37.005000000000003 55.055052800000006 55.061158000000006 55.026775150000006 88.00500000000001 23.500000000000004 105.00500000000001 3.5000000000000004 88.825000000000003 81.02500000000002 25.500000000000004 83.00362155000002 55.061158000000006 77.010000000000005 11.500000000000002 82.948524700000021 2.5000000000000004 27.500000000000004 86.030000000000015 39.995000000000012 55.029726000000004 55.030407050000001 99.050000000000011 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -9 12 13 25 15 21 23 -16 19 -7 -21 22 -15 26 -10 -3 28 -28 29 -11
right_child=1 7 3 4 -6 18 -8 8 24 16 -12 -13 -14 14 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.0341368019531378 298.64663669730834 27935.38970514113 10233.390630493166 -480.65329101562503 107747.39499162947 244.38254107020336 -36145.732446509013 31600.011621093752 10315.099138269405 -20588.539460637021 106600.34449869793 -3023.2316886260905 88745.581956845243 21806.852826719216 703.27128643104425 124461.90315504809 43996.943075933697 -71626.970089285722 -36265.147528475463 11975.264211309524 -77726.317208059219 8821.1423602467439 102993.46574074075 -35815.702451795216 -25807.280967733306 -10875.993412024458 34104.793108603393 -5067.9721163789454 10482.941238839287 -86144.697051411291
leaf_weight=4004864 62342 62 80 35 28 501 444 110 441 52 36 738 21 401 167 26 41 21 107 21 38 743 27 94 73 345 81 1799 35 31
leaf_count=4004864 62342 62 80 35 28 501 444 110 441 52 36 738 21 401 167 26 41 21 107 21 38 743 27 94 73 345 81 1799 35 31
internal_value=0 234.351 -1.12831 -14904.3 47620.7 -18211.7 -29065 3036.66 15119.2 1334.18 50093.2 6876.15 10905.8 9993.61 14389 17807.4 -5293.85 -7376.17 -9685.24 -4606.58 -45798.6 15439.4 26928.4 -6259.87 5184.88 -4963.69 -4869.36 -3380.21 -28594.8 -45073.4
internal_weight=0 68940 63596 1254 63 1191 524 5344 660 4684 146 2551 1813 1792 1385 1197 2133 188 667 560 59 1171 428 2092 514 407 1998 1880 118 83
internal_count=4073804 68940 63596 1254 63 1191 524 5344 660 4684 146 2551 1813 1792 1385 1197 2133 188 667 560 59 1171 428 2092 514 407 1998 1880 118 83
is_linear=0
shrinkage=0.1


Tree=3967
num_leaves=31
num_cat=0
split_feature=3 7 0 6 0 0 4 1 6 0 6 0 4 6 1 1 1 0 0 6 5 0 5 6 6 1 4 0 4 0
split_gain=3.8485e+11 1.28954e+13 1.56014e+13 1.53321e+13 1.4893e+13 2.31491e+13 5.08488e+13 3.73419e+13 5.77552e+13 3.85101e+13 2.5471e+13 2.646e+13 1.46882e+13 1.43277e+13 2.08174e+13 2.14607e+13 5.07692e+13 7.05969e+13 1.70181e+14 3.49075e+13 4.85287e+13 5.46619e+13 3.90872e+13 3.39291e+13 3.03962e+13 2.99155e+13 3.2418e+13 2.90363e+13 4.67153e+13 4.37282e+13
threshold=1.5000000000000002 6.0000000000000009 43.6005307 48.810000000000009 59.882709350000006 59.933037250000005 7.5000000000000009 30.303340300000002 69.605000000000004 59.91832440000001 51.015000000000008 59.950512650000007 10.500000000000002 51.015000000000008 37.755233900000007 37.600779750000008 37.618684050000006 55.850146250000009 55.702806750000008 79.710000000000022 3.5000000000000004 55.812023600000011 2.5000000000000004 60.910000000000004 70.50500000000001 37.702956500000006 11.500000000000002 55.649510000000014 6.5000000000000009 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 -9 11 -7 -11 -4 15 -15 17 18 -17 22 25 -22 27 -20 -19 -21 -27 -18 29 -29
right_child=-2 3 13 4 5 10 7 8 -10 12 -12 -13 -14 14 -16 16 19 24 23 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4082.3229120216347 -11.47465074610993 -404.84755399040705 234.03935391645192 1999.1390202355972 -116494.66781994049 -136190.26818181819 -56897.155326704546 16694.236629221392 172120.06494932435 140712.04367559525 9962.7578544243806 -16144.265820312501 38283.554892113098 -2508.1889773044586 -438.23117619915638 -16816.30072662871 2583.0415489091301 -19414.822427133415 -256906.84450620995 -107755.44182447351 -21254.097437207947 133528.05086206898 10451.727405604492 -131334.80354817709 99162.703365181587 -88878.173187566223 10496.735741362701 -129882.70472146739 -58314.966149942906 15256.027326786239
leaf_weight=8539 3575470 34771 248991 48095 21 22 33 196 37 42 1289 111 21 25985 127319 177 434 52 39 92 107 29 1177 48 37 59 74 23 301 213
leaf_count=8539 3575470 34771 248991 48095 21 22 33 196 37 42 1289 111 21 25985 127319 177 434 52 39 92 107 29 1177 48 37 59 74 23 301 213
internal_value=0 82.3288 -147.762 1206.97 2330.86 11334.2 34372.5 44002.3 55251.3 38555.7 5663.71 -36001.5 106569 -236.914 -987.803 -3413.39 -11632 -47140.2 -73105.8 -6636.22 -35408.4 11750.9 -1800.68 -187626 29881.5 -63913.6 -33586.9 -16652.5 -32198.5 1111.15
internal_weight=0 498334 413696 84638 49867 1772 350 329 296 259 1422 133 63 405157 156166 28847 2862 353 264 2509 361 136 2148 87 89 225 133 971 537 236
internal_count=4073804 498334 413696 84638 49867 1772 350 329 296 259 1422 133 63 405157 156166 28847 2862 353 264 2509 361 136 2148 87 89 225 133 971 537 236
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 6 0 0 0 6 5 0 4 4 6 3 4 0 6 4 6 7 0 4 0 0 0 0 4 5
split_gain=4.80134e+11 6.42956e+12 1.15946e+13 9.23086e+12 9.41241e+12 9.33964e+12 9.31389e+12 1.12321e+13 1.51461e+13 2.98081e+13 1.42478e+13 8.8782e+12 8.81274e+12 1.22066e+13 4.75008e+13 1.13471e+13 1.0385e+13 4.27732e+13 6.23533e+13 4.15949e+13 3.82985e+13 2.10254e+13 2.4687e+13 3.08971e+13 1.82763e+13 3.49122e+13 8.01588e+13 3.31958e+13 4.03468e+13 3.28332e+13
threshold=37.804148700000006 37.843405600000004 4.5000000000000009 45.055912800000009 1.5000000000000002 104.01000000000001 55.910578700000009 55.801384500000005 55.775215600000003 43.205000000000005 2.5000000000000004 56.262014700000009 15.500000000000002 14.500000000000002 57.005000000000003 13.500000000000002 21.500000000000004 55.685785750000008 69.605000000000004 20.500000000000004 106.49500000000002 6.0000000000000009 55.897267000000006 24.500000000000004 55.922096200000006 55.81943720000001 55.812023600000011 55.783232450000007 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 -2 5 6 7 8 -5 -10 -9 12 13 15 -15 -6 19 18 -18 20 24 22 23 -19 25 26 27 -14 -29 -27
right_child=1 -3 -4 4 11 -7 -8 10 9 -11 -12 -13 16 14 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=59.984691253597759 -32018.68543278156 -8.9127321863849627 -76229.939397321432 8256.1263191944654 -1191.4029926593093 72753.217949218742 -5850.4513193527491 14139.84847020236 42717.243431899129 -73147.338307189944 70222.219734567116 45703.046435546879 -10516.688328946664 -25946.508950892858 164293.12529761906 -48943.696523437502 192539.55435267859 -9956.2987319268141 -20446.002662037037 -97319.891892688684 -126530.67728587965 -30704.520476973688 16891.710129154624 -130746.66337890626 -22122.760015722655 11479.182957056018 -102265.55642735273 39676.895090416219 -44910.885435267861 89465.610946655273
leaf_weight=1005148 101 3051869 21 994 10453 20 639 176 34 64 61 38 1532 35 21 50 28 180 27 53 27 209 519 24 625 345 87 290 70 64
leaf_count=1005148 101 3051869 21 994 10453 20 639 176 34 64 61 38 1532 35 21 50 28 180 27 53 27 209 519 24 625 345 87 290 70 64
internal_value=0 -19.6482 -1971.35 -1878.34 -1695.67 4761.74 4070.77 8841.02 4558.19 -32949.4 28574.6 -2570.32 -2695.63 -1170.46 45393.4 -1418.73 -6642.76 2288.31 87983 -9492.73 -7961.54 -2768.78 5306.7 -24166.9 -6899.02 -2914.58 -8411.39 -4095.68 23229.3 23682.4
internal_weight=0 3.06866e+06 16787 16766 16665 1988 1968 1329 1092 98 237 14677 14639 10559 56 10503 4080 987 55 3093 3040 932 723 204 3013 2388 1979 1892 360 409
internal_count=4073804 3068656 16787 16766 16665 1988 1968 1329 1092 98 237 14677 14639 10559 56 10503 4080 987 55 3093 3040 932 723 204 3013 2388 1979 1892 360 409
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=31
num_cat=0
split_feature=0 1 6 6 4 6 3 1 6 6 6 6 6 7 6 4 4 3 3 4 6 4 4 6 6 4 1 4 4 6
split_gain=4.74645e+11 5.37661e+12 1.16628e+13 1.60832e+13 1.10153e+13 3.08748e+13 1.8848e+13 4.17953e+13 2.09293e+13 1.11743e+13 5.59109e+13 1.54019e+13 1.6226e+13 1.46018e+13 1.86105e+13 1.4919e+13 1.95862e+13 1.23769e+13 1.16866e+13 1.16197e+13 1.9712e+13 1.67833e+13 9.62035e+12 1.728e+13 9.39905e+12 1.13838e+13 8.61731e+12 3.58519e+13 6.02728e+13 3.28084e+13
threshold=43.687280500000007 39.689978950000004 125.02000000000002 105.00500000000001 3.5000000000000004 98.020000000000024 2.5000000000000004 39.652459050000012 61.805000000000007 47.420000000000009 45.605000000000011 44.410000000000004 43.010000000000012 6.0000000000000009 64.405000000000015 13.500000000000002 17.500000000000004 8.5000000000000018 4.5000000000000009 12.500000000000002 50.410000000000004 10.500000000000002 12.500000000000002 54.990000000000002 26.495000000000001 6.5000000000000009 39.703507450000011 15.500000000000002 12.500000000000002 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 -1 -9 10 11 12 24 15 22 19 -17 -12 -13 21 -21 -11 23 -15 25 -6 27 28 -3 -29
right_child=-2 26 -4 -5 5 -7 -8 8 -10 13 17 18 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-86344.080078124694 5.2983546954144982 1642.9370021741577 -73270.673750000002 84681.205546875004 -6104.3064433593754 -125610.66079545455 95148.684476273149 7406.2481529706783 101884.07367424242 -14126.694365196321 153831.82398437499 -8536.2491286057684 77608.424875000012 23251.85477294922 87686.686118861602 -130536.55854840961 -13280.623151266165 53294.165966796878 -101641.69667271206 -49066.007968750004 78271.096370967745 -66409.542009819881 47320.925325520831 -83325.083553340519 -7655.6836517568145 64515.707114955352 -258.1257670612365 -18471.379625045422 48460.915917298851 -144828.77430555556
leaf_weight=38 3977958 1701 25 20 50 22 27 81 33 417 25 26 25 32 28 28 29 24 28 20 31 72 24 29 782 42 91746 86 328 27
leaf_count=38 3977958 1701 25 20 50 22 27 81 33 417 25 26 25 32 28 28 29 24 28 20 31 72 24 29 782 42 91746 86 328 27
internal_value=0 -219.901 -5406.3 -4528.59 -5461.26 -7899.32 18156.5 4480.3 34755.1 -6386.67 414.028 -4942.29 -1826.57 -15984.3 16978.4 -22223.4 -70880 104589 -56813.1 -17087.5 28335 -21824.8 -6313.72 -27415.9 -4098.74 26135.3 -111.741 6158.22 9211.34 -48663
internal_weight=0 95846 1958 1933 1913 1734 179 152 114 1712 1002 953 899 710 113 597 57 49 54 540 51 489 85 61 874 92 93888 2142 2029 113
internal_count=4073804 95846 1958 1933 1913 1734 179 152 114 1712 1002 953 899 710 113 597 57 49 54 540 51 489 85 61 874 92 93888 2142 2029 113
is_linear=0
shrinkage=0.1


Tree=3970
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 5 0 4 4 4 0 0 0 0 3 6 6 0 0 4 4 3 1 0 0 4 6 4 3 4
split_gain=4.08591e+11 1.52108e+13 3.43264e+13 2.2017e+13 3.23873e+13 1.9376e+13 1.89475e+13 4.10197e+13 2.20209e+13 1.62473e+13 1.61449e+13 2.96624e+13 1.5558e+13 1.47744e+13 3.23285e+13 1.41363e+13 1.47176e+13 1.46994e+13 1.35619e+13 2.38055e+13 1.32295e+13 2.53884e+13 1.21022e+13 1.73643e+13 3.13638e+13 2.69114e+13 3.08513e+13 8.87357e+13 4.32888e+13 2.86967e+13
threshold=38.430814800000007 38.247071200000008 56.520242650000007 97.020000000000024 54.990000000000002 1.5000000000000002 55.850146250000009 10.500000000000002 16.500000000000004 18.500000000000004 55.768246800000007 55.193450100000007 54.810424650000009 55.568628050000008 5.5000000000000009 36.405000000000008 42.205000000000005 44.739668300000005 56.041614100000011 7.5000000000000009 7.5000000000000009 7.5000000000000009 38.166910000000009 56.288960650000007 55.579943700000008 4.5000000000000009 79.710000000000022 11.500000000000002 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 22 3 4 5 15 9 18 -9 10 11 12 -6 14 -5 -3 -17 -18 19 -8 -15 -22 -1 24 -24 -25 -27 28 -28 -29
right_child=-2 2 -4 13 6 -7 7 8 -10 -11 -12 -13 -14 20 -16 16 17 -19 -20 -21 21 -23 23 25 -26 26 27 29 -30 -31
leaf_value=46.21066223599604 -20.612526325680452 1131.969761844766 -12382.136123842465 -18001.626260036894 9231.3773598383759 -3225.9041158900491 89086.770255681826 174771.82756696432 55016.516299977025 -38201.253967467354 -2655.4539262811227 26319.402847503738 -25307.21198137556 -47737.198350694445 -119165.51157094595 19921.566468064728 69230.243880208334 1417.0494807309797 -11007.54683645976 5402.5192898525283 92857.42943412163 -23516.465707236843 1054.6526837370361 -15963.444429488658 -8710.4586055319069 6948.25332383353 241765.62633928575 -117873.44702380952 49139.846796875005 35620.787917564659
leaf_weight=1181580 2861586 2537 1284 216 1906 4013 55 28 34 67 674 1271 140 27 37 1147 33 1019 97 89 37 38 6099 511 7139 2042 28 21 20 29
leaf_count=1181580 2861586 2537 1284 216 1906 4013 55 28 34 67 674 1271 140 27 37 1147 33 1019 97 89 37 38 6099 511 7139 2042 28 21 20 29
internal_value=0 48.6583 3240.47 4730.21 5395.62 1886.49 12435.6 36557.9 109100 10634.5 11454.3 14321.4 6868.03 -19843 -32796.3 6218.42 12086.7 3544.27 17895.7 37365.3 12286.2 33894.7 9.34543 -2732.12 -4211.48 4655.19 9578.61 64386.7 161505 -28846.8
internal_weight=0 1.21222e+06 14749 13465 13110 8749 4361 303 62 4058 3991 3317 2046 355 253 4736 2199 1052 241 144 102 75 1.19747e+06 15889 13238 2651 2140 98 48 50
internal_count=4073804 1212218 14749 13465 13110 8749 4361 303 62 4058 3991 3317 2046 355 253 4736 2199 1052 241 144 102 75 1197469 15889 13238 2651 2140 98 48 50
is_linear=0
shrinkage=0.1


Tree=3971
num_leaves=31
num_cat=0
split_feature=4 6 6 1 2 5 2 7 0 6 0 5 6 4 1 1 1 0 1 0 5 6 0 6 4 3 0 0 1 0
split_gain=4.32059e+11 3.23374e+12 7.34942e+12 1.45411e+13 8.44394e+12 1.38262e+13 8.1274e+12 1.11508e+13 2.18075e+13 1.25285e+13 1.40577e+13 1.46171e+13 1.62821e+13 1.11375e+13 8.44867e+12 1.03903e+13 1.59712e+13 1.32103e+13 4.59314e+13 3.83622e+13 1.95257e+13 1.209e+13 9.09571e+12 9.81929e+12 7.67097e+12 7.22695e+12 8.9078e+12 1.01113e+13 1.92872e+13 1.81039e+13
threshold=5.5000000000000009 47.005000000000003 44.820000000000007 38.166910000000009 2506.0000000000005 1.5000000000000002 7884.5000000000009 6.0000000000000009 59.764576050000009 46.805000000000007 59.825842200000004 1.5000000000000002 45.605000000000011 4.5000000000000009 28.601854300000003 30.345769800000003 30.303340300000002 59.939085000000013 30.323041000000003 59.933037250000005 1.5000000000000002 45.605000000000011 59.91832440000001 45.605000000000011 3.5000000000000004 3.5000000000000004 55.702806750000008 55.768246800000007 37.768783500000005 55.801384500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -9 10 -10 12 13 -12 -4 16 -16 19 -19 20 -18 -20 23 -22 -6 26 -17 28 -28 -29
right_child=-2 -3 3 4 24 -7 -8 8 9 -11 11 -13 -14 -15 15 25 17 18 21 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=52.928235390691327 -20.363630671006153 250.07262413095987 19376.117974592435 17731.694115077749 1136.3966514048975 -5186.0715544286413 -6163.4811384527984 1116.7740130838924 73525.380078125003 103314.78959960939 20737.016527343752 -36719.447312011725 -16473.415755208334 111111.27388020833 -90.255853003065113 407.79008273707541 67379.196331521744 -36404.851228027343 149813.73086914062 -143375.20306919643 -10031.390664164226 39859.131718750003 -87236.449479166666 -48933.703698979596 -1567.8410357820849 -600.86779325923533 -297.05169824196474 -19842.215193887623 36460.734564741506 6219.5373057095148
leaf_weight=561008 2928705 479498 263 272 12604 8178 1301 382 56 28 25 40 36 30 1262 4732 23 80 20 28 192 20 24 98 62530 6336 274 281 298 5180
leaf_count=561008 2928705 479498 263 272 12604 8178 1301 382 56 28 25 40 36 30 1262 4732 23 80 20 28 192 20 24 98 62530 6336 274 281 298 5180
internal_value=0 52.082 -90.5501 -860.129 -1451.27 -4448.36 1491.7 1997.05 15455.3 40931.1 31590.2 13663.7 35810.1 70032.1 1576.64 1328.27 -6017.64 -21441.1 7342.24 -30904.1 -21559.3 94836.4 -28073.9 -23177.7 -1114.2 2078.71 3655.84 6203.46 18853 4878.51
internal_weight=0 1.1451e+06 665601 104593 83584 8450 21009 19708 597 215 187 131 91 55 19111 18848 1747 485 120 365 337 40 314 290 75134 17101 10765 6033 572 5461
internal_count=4073804 1145099 665601 104593 83584 8450 21009 19708 597 215 187 131 91 55 19111 18848 1747 485 120 365 337 40 314 290 75134 17101 10765 6033 572 5461
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=31
num_cat=0
split_feature=1 6 6 4 0 4 2 0 4 4 6 5 1 0 5 4 4 6 2 4 5 4 4 2 0 4 0 1 2 7
split_gain=4.12468e+11 5.23656e+12 6.51998e+12 5.85671e+12 5.28213e+12 5.14017e+12 6.39203e+12 8.72206e+12 7.53915e+12 8.17453e+12 5.85204e+12 7.18669e+12 6.17458e+12 5.36024e+12 5.12845e+12 5.09597e+12 5.0908e+12 4.92448e+12 7.48538e+12 6.03765e+12 5.50652e+12 5.43509e+12 7.92909e+12 4.97391e+12 4.91881e+12 1.73667e+13 1.47582e+13 1.41872e+13 1.39411e+13 2.10299e+13
threshold=91.292296250000007 38.405000000000008 41.990000000000002 2.5000000000000004 53.888505650000006 8.5000000000000018 5160.5000000000009 56.105603650000006 10.500000000000002 13.500000000000002 34.010000000000012 1.5000000000000002 92.865667950000017 56.006509350000009 1.5000000000000002 7.5000000000000009 18.500000000000004 42.205000000000005 3658.0000000000005 6.5000000000000009 1.5000000000000002 14.500000000000002 9.5000000000000018 9236.5000000000018 56.105603650000006 9.5000000000000018 56.148747500000006 92.791023150000015 5325.0000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 16 13 7 10 -9 -10 11 -7 -13 15 -15 -2 -5 18 19 20 -4 22 23 -20 -19 26 -26 -27 29 -28
right_child=1 2 17 4 -6 6 -8 8 9 -11 -12 12 -14 14 -16 -17 -18 24 21 -21 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-6.0544772008677725 -1081.1588327162078 -7227.5440269141 38576.07048536279 7368.8319180126527 1755.5508523203048 -694.88041035003846 -6692.6342459202642 12375.223491114673 -25762.82612513355 2717.3311319710629 -5252.4884117846359 10594.659712859124 58156.371291852687 3792.2414556749422 -8477.9478104964564 28370.890573120119 -18325.427393196205 704.51439661037284 1019.8208734545932 -10438.635113467262 8345.6539201308278 2850.7435585629974 -14473.535551821549 -9135.6542561848964 9650.4358751362597 60129.3332523469 -14298.197757149754 -7806.9817100911287 761.14908306672942 19094.907633167615
leaf_weight=3931467 13772 533 87 3224 5872 3348 2887 787 117 727 4165 124 35 4580 368 59 79 81797 1192 105 196 778 881 810 1570 31 1321 3653 9019 220
leaf_count=3931467 13772 533 87 3224 5872 3348 2887 787 117 727 4165 124 35 4580 368 59 79 81797 1192 105 196 778 881 810 1570 31 1321 3653 9019 220
internal_value=0 167.23 487.081 2963.09 3555.1 -982.99 -2582.03 -1306.39 5334.49 -1230.75 -2718.18 291.631 21064.2 54.9946 2879.66 -955.523 6754.29 250.634 -3166.65 10040.7 17639.1 -4566.39 -6567.96 -3089.04 392.386 -1222.08 604.2 -7235.31 -740.742 -9530.85
internal_weight=0 142337 111368 9708 9175 30969 12190 9303 1631 844 7672 3507 159 18779 4948 13831 3303 101660 4049 388 283 3661 2883 2002 97611 15814 12130 3684 10560 1541
internal_count=4073804 142337 111368 9708 9175 30969 12190 9303 1631 844 7672 3507 159 18779 4948 13831 3303 101660 4049 388 283 3661 2883 2002 97611 15814 12130 3684 10560 1541
is_linear=0
shrinkage=0.1


Tree=3973
num_leaves=31
num_cat=0
split_feature=3 7 3 4 0 6 6 0 6 6 4 0 6 3 0 5 6 4 6 1 4 6 6 3 6 6 3 6 6 1
split_gain=4.07197e+11 4.54494e+12 1.78401e+13 1.85229e+13 2.40767e+13 3.46496e+13 5.58598e+13 3.19518e+13 2.97995e+13 3.07967e+13 2.76752e+13 4.71621e+13 3.50676e+13 2.67715e+13 2.52519e+13 5.46187e+13 5.76636e+13 5.10267e+13 8.25149e+13 8.19855e+13 4.77876e+13 3.41712e+13 5.40726e+13 3.00831e+13 3.49112e+13 2.99469e+13 2.98566e+13 2.50072e+13 2.39415e+13 2.35961e+13
threshold=7.5000000000000009 6.0000000000000009 1.5000000000000002 23.500000000000004 59.939085000000013 72.020000000000024 76.00500000000001 60.042359000000012 79.710000000000022 86.030000000000015 11.500000000000002 59.950512650000007 36.405000000000008 6.5000000000000009 59.963561900000009 1.5000000000000002 54.010000000000012 8.5000000000000018 61.425000000000004 30.315889700000003 10.500000000000002 49.485000000000007 41.365000000000002 2.5000000000000004 67.445000000000007 67.00500000000001 5.5000000000000009 73.00500000000001 86.920000000000016 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 -8 13 11 12 -6 -10 15 16 21 18 -17 20 23 22 -13 -19 -25 -20 -24 -7 -11 -29
right_child=-2 2 3 -5 5 6 8 -9 9 28 -12 14 -14 -15 -16 17 -18 19 25 -21 -22 -23 26 24 -26 -27 -28 29 -30 -31
leaf_value=45.790399899784283 47.386927545327502 1085.6068110017577 -486.79656710357324 1312.6282863813997 18403.722769927979 -70741.763773001265 10874.622417754103 1943.8990978080685 -17168.029126524656 45662.097854960331 389.76646305186506 32645.514345248914 -45670.577703011484 -64723.750257457388 -7036.9149770177555 64977.233752264496 -99913.924906994056 52495.93951322115 -115061.56824127906 -101669.57095703126 -17155.593004261365 59781.641777111246 -61693.370494645373 263393.23313577584 123871.76259973407 -11354.51909303303 18409.510311259921 -14620.306906904321 -4990.0671179430246 -52689.862363422784
leaf_weight=2206705 1254818 84638 444693 52051 104 197 893 238 1147 97 17679 172 478 132 5840 138 63 26 43 20 22 84 178 29 47 79 63 397 2457 276
leaf_count=2206705 1254818 84638 444693 52051 104 197 893 238 1147 97 17679 172 478 132 5840 138 63 26 43 20 22 84 178 29 47 79 63 397 2457 276
internal_value=0 -21.0934 -262.147 -478.338 -674.349 -3373.57 -10314.7 -30523.6 -5576.72 -9409.51 -1758 -6898.86 -34220.9 -22076 -4561.79 10432.7 -9784.84 38457.1 12008.5 86211.5 116515 1639.97 -10185.5 145346 177110 -47907 -40753.6 -39405.5 -3066.32 -30232.8
internal_weight=0 2.81899e+06 612281 527643 475592 30899 5834 1108 4726 3833 25065 7386 582 1279 6804 964 560 404 260 144 124 497 413 102 76 122 241 870 2554 673
internal_count=4073804 2818986 612281 527643 475592 30899 5834 1108 4726 3833 25065 7386 582 1279 6804 964 560 404 260 144 124 497 413 102 76 122 241 870 2554 673
is_linear=0
shrinkage=0.1


Tree=3974
num_leaves=31
num_cat=0
split_feature=5 3 6 4 1 1 0 6 1 0 0 1 0 0 4 1 1 1 0 6 6 4 0 0 0 1 6 6 4 2
split_gain=3.79727e+11 3.34828e+12 6.24098e+12 1.43711e+13 2.30203e+13 1.81965e+13 1.83678e+13 1.64515e+13 1.17627e+13 9.24923e+12 2.87754e+13 8.63454e+12 8.51753e+12 1.44996e+13 2.22659e+13 1.04829e+13 1.03676e+13 1.03238e+13 7.8141e+12 1.37212e+13 7.81245e+12 7.32972e+12 1.27025e+13 2.46528e+13 8.52513e+12 7.31972e+12 6.47535e+12 9.36665e+12 8.05443e+12 9.37078e+12
threshold=4.5000000000000009 1.5000000000000002 100.05000000000001 10.500000000000002 37.600779750000008 30.303340300000002 59.91832440000001 92.02500000000002 83.086354900000018 52.516286950000008 55.214863500000007 30.084656550000002 43.6005307 45.047736150000013 3.5000000000000004 39.908802000000009 39.703507450000011 45.71452080000001 45.067157700000003 97.020000000000024 156.15000000000003 5.5000000000000009 55.783232450000007 55.348830750000012 56.838524800000009 43.997056950000008 102.04000000000001 101.02000000000002 16.500000000000004 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 -10 -11 -4 15 14 -14 -13 -16 -17 19 -7 -19 22 23 -20 -23 -24 27 -15 29 -28
right_child=1 -3 11 4 -6 6 7 -9 9 10 -12 12 13 26 16 17 -18 20 21 -21 -22 24 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.8176873307973502 -56290.919252232154 -117.25678150153418 50087.005042613637 141616.73229166667 -8290.4884375000001 7518.450451411034 122837.92141203705 4824.482998511905 -15238.819475446429 160700.095859375 16036.38142977628 90372.245234375005 19185.34660823171 3992.9234014096469 -48015.44739029256 -30044.317652027032 -132530.62514880951 -571.748365234375 -15256.50468096666 86894.600851004478 77721.09981971154 -2163.623337013134 -79322.888401442324 96344.249660326095 36997.191627261513 -17653.669885896383 63987.616531250002 -62172.712812500009 -50839.569126674112 1860.8559689770129
leaf_weight=4059415 42 12292 33 21 20 98 27 21 21 20 44 20 41 46 47 37 21 25 142 28 26 207 39 23 76 38 25 40 28 841
leaf_count=4059415 42 12292 33 21 20 98 27 21 21 20 44 20 41 46 47 37 21 25 142 28 26 207 39 23 76 38 25 40 28 841
internal_value=0 512.805 4206.04 10703.9 68491.3 7835.52 11270.9 71207 7361.99 42348.1 61243.8 -374.155 -1765.31 -4421.8 -39020.8 25020.9 -74115.7 10168.4 2793.91 25157.6 39342.3 -2573.37 -15351 299.964 8353.06 -48888.7 -573.543 -26781.8 1947.61 3654.35
internal_weight=0 14389 2097 867 41 826 784 48 736 85 64 1230 1197 1089 109 108 68 88 651 126 51 525 242 165 283 77 980 86 894 866
internal_count=4073804 14389 2097 867 41 826 784 48 736 85 64 1230 1197 1089 109 108 68 88 651 126 51 525 242 165 283 77 980 86 894 866
is_linear=0
shrinkage=0.1


Tree=3975
num_leaves=31
num_cat=0
split_feature=0 4 7 1 3 7 4 5 6 6 6 6 4 6 3 4 6 3 6 3 6 4 3 6 3 3 4 3 3 6
split_gain=3.91046e+11 2.73282e+12 2.61227e+12 2.16714e+12 2.09684e+12 3.48771e+12 3.29437e+12 6.47231e+12 1.22091e+13 1.06686e+13 5.64366e+12 7.21172e+12 5.33245e+12 5.09676e+12 3.98986e+12 3.69826e+12 2.76402e+12 2.69197e+12 2.64934e+12 2.59709e+12 4.23247e+12 2.56224e+12 2.46255e+12 2.32142e+12 1.06481e+13 2.26976e+12 3.05236e+12 6.03776e+12 6.31529e+12 8.97728e+12
threshold=42.965693300000005 17.500000000000004 6.0000000000000009 48.411058050000008 12.500000000000002 6.0000000000000009 12.500000000000002 2.5000000000000004 83.820000000000007 134.05000000000004 120.05000000000001 114.05000000000001 13.500000000000002 99.050000000000011 9.5000000000000018 15.500000000000002 55.015000000000008 11.500000000000002 86.920000000000016 6.5000000000000009 61.805000000000007 16.500000000000004 6.5000000000000009 64.015000000000015 13.500000000000002 2.5000000000000004 15.500000000000002 5.5000000000000009 8.5000000000000018 96.050000000000011
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 3 -3 4 6 23 -1 8 15 10 11 25 22 14 -14 16 17 -8 -7 20 -17 -21 -10 -6 -25 -9 27 -27 29 -29
right_child=-2 2 -4 -5 5 18 7 9 12 -11 -12 -13 13 -15 -16 19 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-855.89950796409107 1.927397555030427 42971.989424189815 5612.2562640080687 -32699.760788690473 -1140.1546302532329 7743.1395212155976 4716.0468469600874 12497.510229492189 72267.982714843747 42628.627597128383 -60849.812972005217 32778.28542049633 -18632.626923076921 59790.400683593754 29875.029999999999 26825.876258680557 -4564.7427414920348 36364.782368321576 -23226.146822212839 38918.820613861084 -30889.874544270831 3087.5217268318966 37137.073075895489 -65447.509486607152 18050.696272786459 -61476.93497941301 5552.1724660773034 -27888.910262784091 -31025.894591864224 64681.175039062502
leaf_weight=14045 4058099 27 61 21 29 109 202 24 32 37 24 34 39 20 30 27 436 31 37 64 24 29 53 42 24 37 38 22 87 20
leaf_count=14045 4058099 27 61 21 29 109 202 24 32 37 24 34 39 20 30 27 436 31 37 64 24 29 53 42 24 37 38 22 87 20
internal_value=0 -498.031 17074.9 -597.052 -553.826 -9809.16 -408.561 4387.52 8408.54 -7899.64 -14436.5 -10184.9 32449.6 15341.4 2457.66 3263.23 134.113 8926.82 -105.241 17800.6 -334.477 27745.6 50362.8 -24722.6 -35084.5 -16591.7 -20014 -25866.5 -15652.6 16192.1
internal_weight=0 15705 88 15617 15596 241 15355 1310 987 323 286 262 174 89 69 813 669 233 146 144 51 93 85 95 66 228 204 166 129 42
internal_count=4073804 15705 88 15617 15596 241 15355 1310 987 323 286 262 174 89 69 813 669 233 146 144 51 93 85 95 66 228 204 166 129 42
is_linear=0
shrinkage=0.1


Tree=3976
num_leaves=31
num_cat=0
split_feature=1 4 6 5 6 6 3 5 6 1 0 0 7 6 6 0 3 6 6 7 6 6 3 6 1 0 3 3 6 0
split_gain=3.78032e+11 3.54087e+12 6.09442e+12 8.31402e+12 6.64745e+12 2.07803e+13 1.14959e+13 1.30518e+13 6.10116e+12 1.2926e+13 2.09651e+13 1.21483e+13 1.13152e+13 1.15936e+13 2.73397e+13 2.25091e+13 2.21806e+13 1.003e+13 9.18794e+12 8.74883e+12 9.70538e+12 2.14597e+13 2.64094e+13 3.58803e+13 2.16802e+13 1.8404e+13 1.6953e+13 9.81169e+12 8.58308e+12 8.36045e+12
threshold=82.968544750000021 16.500000000000004 168.45000000000002 4.5000000000000009 120.05000000000001 118.04500000000002 14.500000000000002 3.5000000000000004 43.605000000000011 92.865667950000017 56.006509350000009 56.041614100000011 6.0000000000000009 66.990000000000023 78.010000000000005 55.988910100000005 15.500000000000002 102.04000000000001 52.610000000000007 6.0000000000000009 68.00500000000001 71.715000000000018 6.5000000000000009 75.605000000000004 82.973036600000015 55.046782850000007 5.5000000000000009 3.5000000000000004 67.91500000000002 56.006509350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -3 11 12 19 13 -11 15 -15 -16 18 -14 29 28 25 23 26 -24 -22 27 -23 -21 -10
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12 -13 17 14 16 -17 -18 -19 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=12.559291873314384 -4.4061670760217648 517.63827543346156 44121.643005371094 52560.355259967677 -101749.16830357144 86775.036993634261 9159.1315160778995 -19280.962566838498 -4117.2576798217606 -7523.3290212083148 7261.980540193289 -14876.46737162846 -25615.683156808936 35543.455031622027 -25620.435960870727 149170.3038441051 83823.113662997159 -70192.588697916668 -4721.4772863619528 -2419.6777345174573 7095.9859785256922 36435.953114809781 -14324.370293348744 -2865.4092661471441 4334.2758623335749 46737.100706513076 61110.937309003799 -10438.948203392552 -55132.375176411289 -17388.672821663768
leaf_weight=3481938 547673 16788 30 29 28 27 69 61 8429 348 3317 820 311 84 117 22 22 30 651 8676 291 115 1187 447 1310 196 181 73 31 503
leaf_count=3481938 547673 16788 30 29 28 27 69 61 8429 348 3317 820 311 84 117 22 22 30 651 8676 291 115 1187 447 1310 196 181 73 31 503
internal_value=0 -73.8861 -934.934 -965.541 -1000.71 -927.149 -21475.5 -45226 -981.029 -1907.34 2741.3 -2931.09 -6719.33 4208.76 20873.1 59126.4 -8298.44 -13252 -11476.3 -2474.21 -767.06 3449.63 568.43 16186.7 -4535.49 23050.1 39266 18234.5 -2607.35 -4864.63
internal_weight=0 591866 44193 44163 44134 43976 158 89 43949 27161 4902 22259 1585 593 245 106 139 992 962 21439 12507 3800 3313 816 2497 487 369 188 8707 8932
internal_count=4073804 591866 44193 44163 44134 43976 158 89 43949 27161 4902 22259 1585 593 245 106 139 992 962 21439 12507 3800 3313 816 2497 487 369 188 8707 8932
is_linear=0
shrinkage=0.1


Tree=3977
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 6 6 0 0 3 6 6 6 6 6 6 4 0 0 0 0 4 6 0 0 0 4 6 7 0
split_gain=3.97334e+11 3.13503e+12 1.56548e+13 2.00954e+13 3.65097e+13 1.72116e+13 2.4245e+13 1.94519e+13 1.65407e+13 1.54646e+13 3.22652e+13 2.17307e+13 1.43525e+13 2.24569e+13 2.01275e+13 3.07241e+13 1.77365e+13 3.81817e+13 4.66534e+13 4.29857e+13 2.73389e+13 1.52071e+13 1.44007e+13 1.26279e+13 2.73547e+13 1.47423e+13 1.74597e+13 1.25948e+13 1.21362e+13 1.13703e+13
threshold=9.5000000000000018 37.804148700000006 37.978059650000013 37.924401400000008 46.323575350000006 100.05000000000001 75.010000000000005 55.743464250000009 55.749683450000006 2.5000000000000004 87.015000000000015 83.820000000000007 68.515000000000015 40.015000000000008 84.00500000000001 93.050000000000011 4.5000000000000009 55.81943720000001 55.554045200000012 55.922096200000006 55.676890650000011 2.5000000000000004 106.49500000000002 55.649510000000014 55.759969450000007 55.554045200000012 8.5000000000000018 87.395000000000024 6.0000000000000009 55.568628050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 -8 -9 10 -10 -11 13 23 29 27 21 18 -18 -19 -20 -17 -21 25 -25 26 -6 -16 -5 -14
right_child=-2 2 -4 5 12 -7 7 8 9 11 -12 -13 14 -15 15 16 17 19 20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=228.6236867077964 29.089477768962087 -35668.115136555993 -46.757451757267802 -5421.0333123103173 8048.9484818533647 29519.702778625491 -62518.219431811704 72304.252578125001 -32546.304606119797 -10062.955780747359 104862.20934375002 -97943.032120768228 -4856.0490670838062 2241.13409594728 4762.9083735760596 41615.298586309531 3673.8711605084532 157263.91767241381 -143173.3239508378 -34205.852159926471 -29106.567767398916 -49318.752040223822 55947.144298986488 10374.207756778933 -5454.928364770818 -25772.681996239196 -11700.185628294334 38928.28355791646 -30183.501629264683 -20523.982197601883
leaf_weight=367575 2181312 300 1488718 6644 616 128 137 20 54 68 25 48 841 17157 191 21 305 29 38 34 47 148 37 1469 4251 470 1638 248 204 1031
leaf_count=367575 2181312 300 1488718 6644 616 128 137 20 54 68 25 48 841 17157 191 21 305 29 38 34 47 148 37 1469 4251 470 1638 248 204 1031
internal_value=0 -33.5289 -96.7197 -2151.47 -964.437 -6828.15 -7474.33 -33069.3 -14304.2 -23187.1 10937.4 -46427.1 -600.043 163.354 -7180.42 3568.59 -10084.4 -449.725 -14584.8 54677 -80101.1 -38019.3 12775.3 -4058.4 -1389.72 -9662.23 -6302.91 24063.6 -6158.7 -13485.1
internal_weight=0 1.89249e+06 1.52492e+06 36199 28871 7328 7200 352 215 195 79 116 28571 25601 2970 1098 659 490 390 100 85 169 71 8444 5720 2724 2254 439 6848 1872
internal_count=4073804 1892492 1524917 36199 28871 7328 7200 352 215 195 79 116 28571 25601 2970 1098 659 490 390 100 85 169 71 8444 5720 2724 2254 439 6848 1872
is_linear=0
shrinkage=0.1


Tree=3978
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 0 5 6 3 4 6 6 4 0 6 0 5 4 0 4 1 6 3 2 4 4 3 4 7 5
split_gain=4.05361e+11 3.60695e+12 7.75907e+12 4.58806e+13 2.1516e+13 2.16375e+13 1.9897e+13 3.93743e+13 2.69629e+13 1.71442e+13 4.75498e+13 2.22144e+13 1.55816e+13 1.44043e+13 1.23554e+13 1.60004e+13 2.35195e+13 1.82993e+13 1.35537e+13 1.17831e+13 1.27804e+13 2.17054e+13 1.11474e+13 9.78426e+12 8.04795e+12 7.38358e+12 9.12886e+12 7.05095e+12 7.26274e+12 1.34154e+13
threshold=142.05000000000004 47.256487700000001 43.997056950000008 56.324067350000007 19.500000000000004 56.148747500000006 4.5000000000000009 168.45000000000002 7.5000000000000009 5.5000000000000009 156.15000000000003 156.15000000000003 5.5000000000000009 56.309668500000008 149.05000000000004 55.303261650000003 5.5000000000000009 9.5000000000000018 51.307150200000002 3.5000000000000004 45.126607350000008 168.45000000000002 8.5000000000000018 2970.5000000000005 15.500000000000002 7.5000000000000009 4.5000000000000009 27.500000000000004 6.0000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 14 8 -8 9 11 13 -7 -5 -11 18 16 19 -17 -4 -16 25 -22 -9 -23 -10 26 -21 28 -2 -30
right_child=1 -3 3 12 -6 6 7 22 24 10 -12 -13 -14 -15 15 17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2322479783768028 -1163.2125235566152 -1793.8901425902288 1350.6605179398148 28480.962500000001 -67142.599747522865 114356.84718750001 -90930.130555555559 2265.5402126736112 32891.186886160714 98575.508695652185 201950.21371093753 -17757.306205357145 130890.06995192308 -11080.4766875 26451.708079769738 -19183.497435897436 92647.851424153661 -136834.52710937499 85182.861041666678 -49787.673330965918 -111341.78164062501 15670.294495738635 85574.709590517246 -54625.840158420142 -39505.726470588241 17887.708585526318 3554.227546672078 54109.220898437503 -31668.799692382818 10943.431003711141
leaf_weight=4053505 8210 10035 54 24 41 20 36 36 28 23 30 35 39 25 76 39 24 20 30 55 34 44 29 36 34 95 77 24 80 966
leaf_count=4053505 8210 10035 54 24 41 20 36 36 28 23 30 35 39 25 76 39 24 20 30 55 34 44 29 36 34 95 77 24 80 966
internal_value=0 -445.758 872.296 9315.81 3668.29 6967.44 28992.8 -7032.26 47651.9 73040.3 103189 30284.2 91877.1 41463 -4196.09 -10157.9 -3614.73 -59065.2 31290.7 -9155.02 -17090.8 -44409.3 39434.2 -15963 -6810.35 -3371.43 -18671.6 -23.0068 -163.367 7684.37
internal_weight=0 20299 10264 984 921 880 296 101 195 133 78 55 63 48 584 500 441 59 84 417 341 114 65 80 62 227 132 9280 9256 1046
internal_count=4073804 20299 10264 984 921 880 296 101 195 133 78 55 63 48 584 500 441 59 84 417 341 114 65 80 62 227 132 9280 9256 1046
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=31
num_cat=0
split_feature=1 0 4 4 0 0 0 1 4 6 2 3 6 6 6 6 1 3 2 3 3 3 6 5 3 3 6 6 3 6
split_gain=3.92298e+11 1.4511e+12 1.94854e+12 1.29376e+12 9.11903e+12 1.48391e+12 3.09091e+12 1.41412e+12 1.32669e+12 3.53596e+12 3.44065e+12 3.17699e+12 3.86412e+12 4.23938e+12 2.78106e+12 6.94608e+12 6.75365e+12 9.0431e+12 4.10702e+12 4.65811e+12 6.59471e+12 2.85251e+12 2.60841e+12 4.85583e+12 6.61063e+12 8.28687e+12 3.1293e+12 3.43465e+12 2.51323e+12 1.33905e+13
threshold=113.48479755000001 63.565651350000003 4.5000000000000009 1.5000000000000002 51.567244500000008 61.78914120000001 52.07762420000001 118.02765200000002 9.5000000000000018 142.05000000000004 1696.0000000000002 1.5000000000000002 78.010000000000005 57.005000000000003 96.050000000000011 90.045000000000016 118.02765200000002 6.5000000000000009 7912.5000000000009 12.500000000000002 10.500000000000002 9.5000000000000018 105.00500000000001 3.5000000000000004 7.5000000000000009 5.5000000000000009 102.04000000000001 100.05000000000001 7.5000000000000009 128.05000000000004
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 3 -3 4 -2 6 -6 -8 10 11 -5 12 13 -10 15 -13 17 -17 -16 20 21 22 26 24 25 -24 27 -20 -12 -30
right_child=1 2 -4 8 5 -7 7 -9 9 -11 28 14 -14 -15 18 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.4968542908270028 39714.195863381414 1129.3801382211539 -39825.670462472102 26035.540821668837 -18770.351341782956 -23359.349450073245 20139.928475560897 -4016.8727050781254 5156.6885733736481 35010.459306278935 482.3160332293935 -1755.1736353458634 -20008.508546278215 36276.414954723012 23249.020342092805 4361.566080729167 -10824.88172817888 88013.429345703131 -25727.975278072034 -54375.4548039363 34222.280052083333 -40995.80063344595 27371.7763671875 -26027.081937499999 58932.929347826088 -50821.294259510876 -55500.827861752725 22224.777265625002 6415.304786208093 -66066.897475961538
leaf_weight=4047600 39 26 21 54 114 80 39 64 130 27 19975 3775 36 66 33 24 29 28 59 26 30 37 33 50 23 23 23 20 1294 26
leaf_count=4047600 39 26 21 54 114 80 39 64 130 27 19975 3775 36 66 33 24 29 28 59 26 30 37 33 50 23 23 23 20 1294 26
internal_value=0 385.676 -17169.7 417.221 -5748.03 -11717.8 -7426 5129.88 497.447 -1068.71 825.512 -1287.86 10104.8 15635.8 -1915.23 -1133.47 27841.1 49404.9 -10359.1 -13782.2 -10240.5 -15217.7 -11088.7 -1639.67 13795.4 -4743.23 -23039 -13588 761.584 4987.63
internal_weight=0 26204 47 26157 336 297 217 103 25821 4472 21349 4445 232 196 4213 3856 81 52 357 324 298 268 231 129 79 56 102 79 21295 1320
internal_count=4073804 26204 47 26157 336 297 217 103 25821 4472 21349 4445 232 196 4213 3856 81 52 357 324 298 268 231 129 79 56 102 79 21295 1320
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=31
num_cat=0
split_feature=6 5 0 4 6 1 5 2 2 1 0 1 3 6 6 1 6 3 1 1 6 3 5 3 0 1 0 3 2 1
split_gain=3.67638e+11 8.42401e+11 3.65705e+12 3.65013e+12 4.77814e+12 2.3301e+12 1.25182e+12 4.40037e+12 4.07711e+12 4.83482e+12 6.87153e+12 5.26637e+12 4.58261e+12 5.6576e+12 7.89331e+12 7.47142e+12 9.09505e+12 4.70916e+12 3.81014e+12 1.31953e+12 1.2417e+12 8.2492e+11 4.14691e+12 2.95337e+12 4.14232e+12 3.18846e+12 3.19725e+12 1.43793e+12 4.35881e+12 5.69161e+12
threshold=247.90000000000001 8.5000000000000018 51.768991500000006 5.5000000000000009 88.00500000000001 43.80299105000001 6.5000000000000009 6877.0000000000009 3930.5000000000005 30.277905650000005 59.950512650000007 44.064675150000006 8.5000000000000018 149.05000000000004 125.02000000000002 37.234509300000006 189.00000000000003 3.5000000000000004 30.362494150000003 52.061190950000004 110.01500000000001 15.500000000000002 2.5000000000000004 17.500000000000004 45.040161900000008 38.958307950000012 45.125532050000011 11.500000000000002 3999.0000000000005 39.178027400000005
decision_type=2 2 2 2 2 2 2 2 2 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 20 -4 5 -5 -1 8 9 -8 11 12 13 14 17 18 -17 -11 -15 -13 -3 27 -23 25 -25 -24 -27 -2 29 -29
right_child=21 2 3 4 -6 -7 7 -9 -10 10 -12 19 -14 15 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.5898185910381375 1012.2768245602442 15061.780200195313 31407.25909090909 -20001.908088485055 -55062.967708333337 25011.174377972147 36942.545397418478 -50367.025000000001 28603.921085611983 -28211.903431285511 -63096.181861413053 -53097.464729817715 -43329.374479166669 -13695.379866071431 80945.246796875013 -17774.43182583513 67491.825568181826 31889.167883300783 -67574.507431175603 -18318.627158203126 47952.313103693188 -40144.210782596987 10253.282979230184 -3216.8175781250002 53151.139062500006 -55634.136363636368 -2856.4305989583336 17806.308977399556 41287.875021701388 -38089.674493634258
leaf_weight=4070127 2904 24 22 23 21 23 23 21 36 22 23 24 21 35 20 29 22 32 21 20 22 29 41 32 22 22 24 56 36 27
leaf_count=4070127 2904 24 22 23 21 23 23 21 36 22 23 24 21 35 20 29 22 32 21 20 22 29 41 32 22 22 24 56 36 27
internal_value=0 -0.841354 7898.4 -3934.26 -15538.9 2504.63 -1.10334 -5989.9 -3148.68 -7063.38 -10826 -5938.92 889.793 6020.19 27279.7 -8682.63 19007.1 7403.55 -33900.1 -37288.9 30792 1072.61 -5705.39 1377.77 19747.9 -10024.4 -28097.9 1453.77 12227.7 -376.722
internal_weight=0 4.07061e+06 135 89 67 46 4.07048e+06 349 328 292 269 246 202 181 74 107 51 54 56 44 46 3193 170 141 54 87 46 3023 119 83
internal_count=4073804 4070611 135 89 67 46 4070476 349 328 292 269 246 202 181 74 107 51 54 56 44 46 3193 170 141 54 87 46 3023 119 83
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=31
num_cat=0
split_feature=6 5 1 4 4 1 1 6 3 1 4 6 2 6 4 1 1 1 0 6 4 0 3 0 0 3 1 1 1 3
split_gain=3.66913e+11 3.74106e+12 1.54552e+13 1.01322e+13 2.13064e+13 1.45799e+13 2.59229e+13 1.19764e+13 1.08286e+13 1.00236e+13 2.20984e+13 1.29895e+13 8.86697e+12 1.50078e+13 1.65974e+13 1.78272e+13 4.78199e+13 4.55853e+13 3.54388e+13 1.58705e+13 1.44987e+13 1.33066e+13 1.05016e+13 1.1562e+13 2.58855e+13 1.54977e+13 9.95122e+12 1.54142e+13 9.39659e+12 9.88401e+12
threshold=39.305000000000007 1.5000000000000002 30.362494150000003 13.500000000000002 6.5000000000000009 30.315889700000003 30.323041000000003 39.025000000000013 3.5000000000000004 30.370944000000005 6.5000000000000009 38.010000000000012 75.000000000000014 38.995000000000012 12.500000000000002 37.517483500000004 37.488790500000007 37.563506350000004 55.806294650000005 38.205000000000005 21.500000000000004 55.775215600000003 1.5000000000000002 55.81943720000001 55.850146250000009 12.500000000000002 37.649344350000007 37.543519500000009 37.517483500000004 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 -3 -6 -7 8 -5 10 -4 -12 13 19 15 16 -15 18 -17 -11 22 -18 -21 25 -25 28 27 -26 -24 -30
right_child=-2 2 9 7 5 6 -8 -9 -10 12 11 -13 -14 14 -16 17 21 -19 -20 20 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=95.078699713196087 -17.601959539016203 708.27138430193168 22938.36542681526 22368.631605171537 18175.586889890164 126077.01566611843 30160.10358953914 -55829.576072862423 -1468.0330184497423 2982.2559742196731 -30276.372179346177 -105048.95824218751 -1504.2237550078851 7769.6367991727939 -4930.9424618506619 -131207.83611557906 193568.95760869567 30724.526186552506 20712.890391322548 38125.076005859381 -86274.851620370377 86000.378532608695 13370.843450990658 -100095.54595246012 10592.81504045759 52888.549101562501 36122.483654785159 -91056.620673076934 -48825.399068369763 -7360.6128833667653
leaf_weight=989524 3031103 596 68 230 404 38 109 36 1112 3783 103 30 45312 68 258 34 23 336 28 40 27 23 97 47 35 40 32 26 94 148
leaf_count=989524 3031103 596 68 230 404 38 109 36 1112 3783 103 30 45312 68 258 34 23 336 28 40 27 23 97 47 35 40 32 26 94 148
internal_value=0 51.1684 -765.919 6869.67 13812.9 27987.9 54955 1090.32 2617.24 -1146.55 -23433.5 -47142.4 -1057.76 2878.83 15751.4 26173.4 61038.9 16186.8 -62598.5 610.144 -14703.3 139785 -11246.4 -15051.5 -39609.2 -5980.06 -9040.9 -32733.2 -12926.2 -23466.8
internal_weight=0 1.0427e+06 53177 2525 1147 551 147 1378 1342 50652 201 133 50451 5139 770 512 114 398 62 4369 586 46 559 519 140 379 93 61 339 242
internal_count=4073804 1042701 53177 2525 1147 551 147 1378 1342 50652 201 133 50451 5139 770 512 114 398 62 4369 586 46 559 519 140 379 93 61 339 242
is_linear=0
shrinkage=0.1


Tree=3982
num_leaves=31
num_cat=0
split_feature=4 1 1 5 6 6 6 6 0 0 0 6 3 6 0 5 1 7 6 1 3 6 0 6 4 0 3 0 6 6
split_gain=3.65579e+11 3.63914e+12 1.89311e+13 9.50096e+12 6.73296e+12 1.96734e+13 1.2705e+13 2.39473e+13 2.3661e+13 1.52468e+13 1.22345e+13 1.09474e+13 1.82243e+13 1.38794e+13 1.0914e+13 1.04916e+13 1.00891e+13 1.022e+13 1.77748e+13 9.98708e+12 9.89196e+12 9.14964e+12 1.6043e+13 1.62027e+13 1.37595e+13 1.14858e+13 9.39838e+12 1.04153e+13 1.55613e+13 8.46755e+12
threshold=32.500000000000007 37.858952300000006 37.843405600000004 3.5000000000000004 89.00500000000001 90.045000000000016 75.605000000000004 74.615000000000009 55.753967500000009 55.883833400000007 55.676890650000011 76.605000000000004 17.500000000000004 76.00500000000001 55.685785750000008 2.5000000000000004 37.425454150000007 6.0000000000000009 59.815000000000005 37.534144550000008 3.5000000000000004 78.010000000000005 55.883833400000007 79.710000000000022 37.500000000000007 55.876067900000002 4.5000000000000009 55.801384500000005 79.015000000000015 77.565000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 16 12 -8 -14 -12 -7 -2 18 -18 -6 -17 29 23 25 -25 26 -23 28 -28 -13
right_child=1 -3 -4 -5 5 15 11 8 9 -11 14 21 13 -15 -16 20 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.9729897735241044 -15074.005638563369 2199.0717552668343 -18911.243832081764 41806.468493882669 -95812.777201224671 34842.113315902221 102100.11500946971 -122563.80157696758 19802.145048154634 -43462.014069538294 -26714.524362129698 11828.151454454788 -17587.4312942217 62224.564389780411 -1354.4098951799244 29806.367412376407 4153.4387341485508 11998.86579416415 -94263.813843750002 -18171.068776041669 -11206.550558155981 43805.25677246094 41792.015070657173 25271.300442038148 -15417.229655539775 -69893.752901785716 -98464.272769657255 6811.5286681443122 -8625.513158222273 -44258.046106150796
leaf_weight=4056209 180 3994 580 53 37 62 33 27 58 111 173 47 53 37 8895 64 69 1457 25 30 725 30 136 340 110 35 31 89 51 63
leaf_count=4056209 180 3994 580 53 37 62 33 27 58 111 173 47 53 37 8895 64 69 1457 25 30 725 30 136 340 110 35 31 89 51 63
internal_value=0 -454.837 -1234.17 -446.773 -619.461 -8874.88 9.45748 -996.367 -35637.7 -21750.1 -367.633 10492 38532.3 15224.2 -1838.23 -4767.25 7336.23 9937.03 -22021.4 -61047.8 -7879.77 6791.35 10415.9 4195.56 15325.2 -17026.2 -7820.45 -16877.6 -42588.9 -20293.9
internal_weight=0 17595 13601 13021 12968 918 12050 10995 196 169 10799 1055 123 90 9068 851 1731 1551 94 67 789 932 822 686 450 236 201 171 82 110
internal_count=4073804 17595 13601 13021 12968 918 12050 10995 196 169 10799 1055 123 90 9068 851 1731 1551 94 67 789 932 822 686 450 236 201 171 82 110
is_linear=0
shrinkage=0.1


Tree=3983
num_leaves=31
num_cat=0
split_feature=4 5 2 0 6 6 6 6 0 0 0 2 3 0 1 6 0 0 1 0 0 0 0 1 1 0 1 1 6 2
split_gain=3.63721e+11 2.16568e+12 4.85344e+12 4.39807e+12 2.80933e+12 2.52754e+12 2.54566e+12 4.61701e+12 5.13882e+12 4.20231e+12 2.47001e+12 4.70497e+12 2.88109e+12 3.24622e+12 4.83579e+12 3.11514e+12 3.32864e+12 8.66487e+12 2.4245e+12 2.81478e+12 2.40843e+12 2.17222e+12 2.13508e+12 2.10691e+12 5.75114e+12 4.77211e+12 4.57349e+12 1.58893e+13 4.215e+12 1.12756e+13
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 31.005000000000006 31.705000000000002 75.605000000000004 247.90000000000001 56.342669500000007 56.228352100000002 44.739668300000005 2892.5000000000005 1.5000000000000002 44.601833250000006 39.038055050000004 22.940000000000005 43.6005307 43.550475500000012 38.965413050000002 61.78914120000001 45.022979600000006 53.341100000000004 43.687280500000007 82.975438000000011 82.948524700000021 63.565651350000003 83.011163250000024 83.025426800000005 189.00000000000003 6680.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -7 8 9 21 11 12 15 14 -14 22 17 -17 19 -12 -20 -8 -4 24 -3 26 -25 -28 -29 -30
right_child=-2 23 5 -5 -6 6 7 -9 -10 -11 18 -13 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-21649.128422617912 -5.0278159940400329 552.16480826151735 53851.079921875003 56444.828877314823 23518.466972656253 -1857.3966746847623 37982.128636853449 -16777.386778846154 -20695.240791015625 71893.594531249997 1740.6191832116249 -931.82670976354734 -23022.709892134233 62847.914667968755 28906.293120268205 20313.454231770836 8674.0652318050979 -71656.988242187508 -9419.8991545558365 15208.730358072919 -516.12691751778743 -4248.5493117559527 11943.126568800404 -7899.4822816837786 11708.652168697234 41168.990465856485 88691.952500000014 -389.74378146300614 27977.759843750002 -69623.088523706901
leaf_weight=21 3961637 73089 20 27 40 12485 29 39 20 23 2607 470 22 20 97 21 114 20 313 165 10334 21 31 869 465 27 20 10709 20 29
leaf_count=21 3961637 73089 20 27 40 12485 29 39 20 23 2607 470 22 20 97 21 114 20 313 165 10334 21 31 869 465 27 20 10709 20 29
internal_value=0 177.578 -603.986 22842.2 7968.97 -680.828 -1711.34 12103 24214.1 36518 232.62 5577.86 14446.1 25571 19306 6939.54 -114.283 -24550.2 -92.0225 2542.29 -777.88 20245.2 28377.6 424.616 622.695 -823.413 -920.76 -358.085 -523.636 -29786
internal_weight=0 112167 26939 88 61 26851 12617 132 93 73 14234 815 345 139 119 206 155 41 13419 2772 10647 50 51 85228 73554 11674 11647 10778 10758 49
internal_count=4073804 112167 26939 88 61 26851 12617 132 93 73 14234 815 345 139 119 206 155 41 13419 2772 10647 50 51 85228 73554 11674 11647 10778 10758 49
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 4 0 0 0 0 6 1 4 0 5 2 0 3 3 6 4 3 0 6 3 3 0 0 3 1
split_gain=3.66525e+11 5.49878e+12 8.37037e+12 7.76505e+12 9.11335e+12 1.13259e+13 2.02466e+13 1.77856e+13 1.28113e+13 1.06072e+13 7.11786e+12 7.06661e+12 2.24879e+13 1.74718e+13 1.73362e+13 1.1518e+13 1.44508e+13 2.46928e+13 2.08048e+13 1.04867e+13 1.03956e+13 1.10125e+13 9.92798e+12 9.61527e+12 9.556e+12 1.38221e+13 1.73545e+13 1.48303e+13 8.60105e+12 8.8671e+12
threshold=31.005000000000006 37.649344350000007 35.500000000000007 37.631035900000008 16.500000000000004 11.500000000000002 55.866549750000011 55.82518790000001 55.775215600000003 55.876067900000002 30.705000000000002 37.729575300000008 6.5000000000000009 55.806294650000005 1.5000000000000002 75.000000000000014 55.812023600000011 3.5000000000000004 4.5000000000000009 27.215000000000003 12.500000000000002 8.5000000000000018 55.858844800000007 30.705000000000002 4.5000000000000009 2.5000000000000004 55.710673100000008 55.520061350000013 3.5000000000000004 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 -6 -5 12 13 24 15 16 20 22 -19 -20 21 -14 -18 -15 25 26 -3 -27 29 -29
right_child=-2 11 -4 4 9 6 -8 -9 -10 -11 -12 -13 14 23 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=787.67898756926456 8.1301042663049987 1883.748968931686 57696.452058293275 21187.4211657915 -43577.983045842098 113062.86321231618 20033.704782552086 -53599.581211729317 79891.329666137695 14729.40410844852 -32473.703931451615 -231.1481895722288 -6802.4888987694885 38059.652929366268 62385.184204101562 -634.26338577032834 -18880.519672594572 -134556.08938914334 -93785.659512329104 -29832.508082000972 -20256.985400824655 38134.198578520743 59594.548632812504 -2811.597790685877 -35515.963636243665 -14353.781040039063 -58549.51235911886 -23315.679067887933 70991.660470736228 47593.345004340285
leaf_weight=39453 3794999 215 26 122 52 34 75 37 32 78 31 235887 453 228 32 642 38 29 32 129 675 62 28 77 74 70 61 29 59 45
leaf_count=39453 3794999 215 26 122 52 34 75 37 32 78 31 235887 453 228 32 642 38 29 32 129 675 62 28 77 74 70 61 29 59 45
internal_value=0 -110.664 975.399 938.451 13841.7 22653.1 49052 9691.53 22349.7 -8593.55 10314.9 -292.262 -5133.08 8526.46 -10661.3 -11780.8 -16729.7 -38283.1 -56587.7 -42543.7 -12093 -1392.64 14411.9 27741.3 -2071.26 3095.56 -11472.9 22902.9 42511.7 19804.7
internal_weight=0 278805 39940 39914 461 331 109 222 185 130 153 238865 2978 858 2120 2088 1446 256 190 161 1190 515 66 305 553 479 276 203 133 74
internal_count=4073804 278805 39940 39914 461 331 109 222 185 130 153 238865 2978 858 2120 2088 1446 256 190 161 1190 515 66 305 553 479 276 203 133 74
is_linear=0
shrinkage=0.1


Tree=3985
num_leaves=31
num_cat=0
split_feature=1 0 0 6 6 5 1 4 4 6 4 6 6 4 4 1 3 1 1 1 5 6 4 4 3 1 0 4 3 0
split_gain=3.74956e+11 6.97235e+12 1.28681e+13 2.52629e+13 1.85207e+13 1.92083e+13 1.80672e+13 1.79952e+13 1.84789e+13 2.88257e+13 2.22221e+13 1.63018e+13 1.62095e+13 1.52761e+13 4.85287e+13 2.82302e+13 1.76534e+13 4.15566e+13 2.54364e+13 1.64865e+13 2.22592e+13 7.444e+13 2.90005e+13 2.76933e+13 6.16935e+13 1.52663e+13 1.52604e+13 2.60915e+13 2.11542e+13 1.45869e+13
threshold=65.559704250000024 57.125462300000009 57.15297970000001 75.605000000000004 104.01000000000001 4.5000000000000009 72.839788400000018 5.5000000000000009 24.500000000000004 128.05000000000004 16.500000000000004 134.05000000000004 79.710000000000022 17.500000000000004 14.500000000000002 65.593879100000024 10.500000000000002 65.574968200000015 65.574968200000015 65.64204770000002 1.5000000000000002 45.605000000000011 8.5000000000000018 9.5000000000000018 4.5000000000000009 65.64204770000002 57.14107305000001 13.500000000000002 2.5000000000000004 57.174562350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 29 -7 -5 10 -10 -9 -11 -12 14 19 -15 18 -18 -16 20 21 -3 -23 24 -24 -19 27 -22 -28 -6
right_child=1 2 4 7 5 6 -8 8 9 11 12 -13 -14 15 16 -17 17 25 -20 -21 26 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-17.434366968122681 -6.2957738373926828 1080.6488454375999 580.68280235934981 -20967.110887235754 -42739.715386464646 116428.71718750001 2198.602638888889 14728.665395049737 -45471.30508556548 114755.53988095239 102998.20887276786 -8421.9775568181831 35416.856596274563 15243.479895782471 -46490.877236643144 -20423.248154453679 141040.86685855265 41604.492788246032 20820.777357313371 8373.7924327318233 628.18046830531534 -22040.390301724139 282408.84606933594 60042.821920955881 34027.112753906251 -13268.411281585693 4505.2011972534438 -86428.971071428576 -20092.85902662158 -10914.1426105422
leaf_weight=3062454 962600 2740 34841 136 196 20 45 1471 105 21 42 22 229 320 62 724 38 244 594 2226 2100 29 20 102 20 64 481 35 1280 543
leaf_count=3062454 962600 2740 34841 136 196 20 45 1471 105 21 42 22 229 320 62 724 38 244 594 2226 2100 29 20 102 20 64 481 35 1280 543
internal_value=0 52.7928 1219.53 3899.01 234.415 -14771 37346.3 14166.2 16694.4 -17229.1 19576.5 51734.5 45890.7 2021.46 3219.16 -9490.92 24098.8 42375.3 14459 903.051 -1540 5075.54 69087.2 87697.8 158218 30202.3 -6482.98 -798.986 -13374.1 -19355
internal_weight=0 1.01135e+06 48750 13105 35645 804 65 2026 1890 148 1742 43 271 11079 10035 1044 1002 346 656 9033 6807 2911 171 142 40 308 3896 2135 1761 739
internal_count=4073804 1011350 48750 13105 35645 804 65 2026 1890 148 1742 43 271 11079 10035 1044 1002 346 656 9033 6807 2911 171 142 40 308 3896 2135 1761 739
is_linear=0
shrinkage=0.1


Tree=3986
num_leaves=31
num_cat=0
split_feature=1 0 0 5 1 4 0 6 6 6 6 4 1 1 6 0 4 0 6 1 4 6 6 4 4 4 6 6 6 6
split_gain=3.74911e+11 3.05383e+12 1.02006e+13 1.1669e+13 1.37343e+13 2.59133e+13 1.20728e+13 1.35621e+13 1.49502e+13 1.14916e+13 3.28769e+13 1.02415e+13 8.90136e+12 2.80819e+13 4.21428e+13 2.40216e+13 2.21005e+13 2.13396e+13 1.76231e+13 1.29265e+13 1.10662e+13 1.01319e+13 9.45442e+12 8.70221e+12 8.69069e+12 1.08546e+13 3.20817e+13 4.14636e+13 1.93223e+13 1.40011e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 4.5000000000000009 82.886781200000016 17.500000000000004 54.988402950000008 114.05000000000001 104.01000000000001 105.00500000000001 168.45000000000002 9.5000000000000018 82.92647190000001 82.906746050000024 67.00500000000001 54.962581500000006 2.5000000000000004 54.932051950000009 102.04000000000001 82.911604200000014 2.5000000000000004 39.995000000000012 21.020000000000003 11.500000000000002 1.5000000000000002 3.5000000000000004 53.995000000000012 99.050000000000011 128.05000000000004 118.04500000000002
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 5 6 7 8 23 -5 -11 -8 13 -2 15 16 -15 19 -19 -16 -17 22 -22 -3 -6 26 -26 -28 29 -27
right_child=1 2 -4 9 24 -7 11 -9 -10 10 -12 -13 -14 14 17 20 -18 18 -20 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-16.171516810146418 861.38921647630525 49.744131557936605 125.12770476848618 -6718.628325892857 -41210.383666424423 90966.001957544795 -13564.06183814607 79069.661647727276 -65625.551401654418 169123.98300781252 9214.7996527777777 13655.345590883728 -26.274102862013279 59524.172897135424 -39071.100835755817 2053.8222050181607 -1404.4306239998523 -31278.029304566138 -122190.91615767046 25759.96302806713 -35725.246733199718 -18131.254478880419 -560.33328296274863 37237.520144230766 -14547.829966669498 3381.5848381439373 88253.227018821024 -8172.3689121093748 69574.258167613632 -51876.385937500003
leaf_weight=3172333 15679 1972 523212 35 43 29 1350 22 34 20 36 154 332339 60 43 513 7651 692 22 108 86 1806 689 65 138 14398 110 75 44 46
leaf_count=3172333 15679 1972 523212 35 43 29 1350 22 34 20 36 154 332339 60 43 513 7651 692 22 108 86 1806 689 65 138 14398 110 75 44 46
internal_value=0 56.9086 206.876 2510.02 2334.12 -3183.6 -3942.66 968.37 138.709 38231.4 66325.2 -10777 -168.981 -1903.13 -5617.34 -3917.05 -930.34 -26856.2 -34079.3 7298.14 -11360.7 -14026.9 -4462.5 1236.39 3681.05 3811.38 21942.2 49161.8 3407.17 3205.6
internal_weight=0 901471 541783 18571 18480 3626 3597 2093 2071 91 56 1504 359688 27349 11670 10805 7711 865 714 151 3094 2581 775 2037 14854 14811 323 185 14488 14444
internal_count=4073804 901471 541783 18571 18480 3626 3597 2093 2071 91 56 1504 359688 27349 11670 10805 7711 865 714 151 3094 2581 775 2037 14854 14811 323 185 14488 14444
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=31
num_cat=0
split_feature=1 6 6 3 5 5 0 3 3 6 0 0 0 0 4 0 0 0 1 4 4 6 1 0 0 0 7 1 6 6
split_gain=3.85974e+11 3.0706e+12 7.39333e+12 1.34638e+13 8.55975e+12 1.17502e+13 2.09007e+13 1.68613e+13 1.54569e+13 1.2338e+13 1.15856e+13 1.14642e+13 2.81013e+13 1.16209e+13 1.58246e+13 2.10319e+13 1.09881e+13 1.07733e+13 3.16891e+13 2.14153e+13 2.41612e+13 1.64142e+13 1.10498e+13 1.29335e+13 9.70634e+12 2.78626e+13 9.38861e+12 1.06136e+13 8.92608e+12 4.42596e+13
threshold=83.000013850000016 59.010000000000012 54.410000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 52.02416370000001 5.5000000000000009 2.5000000000000004 58.005000000000003 55.018166200000003 55.018166200000003 55.02095400000001 55.017684700000011 5.5000000000000009 54.916864950000011 56.006509350000009 55.972700350000004 92.791023150000015 17.500000000000004 20.500000000000004 56.010000000000012 83.011163250000024 53.379556850000007 54.998919050000005 54.810424650000009 6.0000000000000009 92.865667950000017 58.005000000000003 58.045000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 10 -9 13 -13 14 15 -6 17 19 -19 28 21 -21 -23 -24 25 -10 27 -18 -7 -30
right_child=1 -3 3 4 11 16 7 9 24 -11 -12 12 -14 -15 -16 -17 26 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=11.152391785346909 -95.352924178204972 -459.31903608952871 -2335.4683066709886 -59908.177786458335 -1756.4551780566094 8213.207168322604 -13954.503974384643 -2724.1992481397547 7936.9203914561167 -8169.3621636238749 20851.006954650878 61446.420303415696 3367.8882313969352 -14603.265781028684 6908.2011555600975 -23144.825454383263 -17431.326015962062 72677.862044986265 9183.6121235706996 -9585.2469770250827 21919.353733524662 -69128.16270833333 -48516.981871840537 38145.650950270436 11692.338370977724 146487.0045386905 5545.1889512480511 -809.43217496168654 -17537.115587756376 6038.8850163282077
leaf_weight=3601077 281431 149710 8064 60 3968 6984 239 598 47 2360 320 86 2663 706 1780 520 536 91 577 285 147 105 51 26 1010 21 1290 1356 902 6794
leaf_count=3601077 281431 149710 8064 60 3968 6984 239 598 47 2360 320 86 2663 706 1780 520 536 91 577 285 147 105 51 26 1010 21 1290 1356 902 6794
internal_value=0 -84.9552 88.5527 1333.12 2215.63 3237.01 -1269.07 -503.383 9053.45 -4343.03 5493.74 -284.393 5184.82 -2440.24 -1070.25 -4234.61 4332.7 5402.37 17833.3 4859.43 -13437.6 -24567.1 -48027.7 -19254.3 14154.5 50724.4 -1033.15 -5518.38 5624.71 3275.69
internal_weight=0 472727 323017 41586 33522 23799 4655 4595 1317 3278 918 9723 2749 6974 6268 4488 19144 15962 668 15294 614 467 182 77 1078 68 3182 1892 14680 7696
internal_count=4073804 472727 323017 41586 33522 23799 4655 4595 1317 3278 918 9723 2749 6974 6268 4488 19144 15962 668 15294 614 467 182 77 1078 68 3182 1892 14680 7696
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=31
num_cat=0
split_feature=4 2 0 1 0 3 6 6 1 3 6 6 3 5 3 0 6 1 0 0 6 1 0 1 1 1 5 6 6 3
split_gain=3.91481e+11 3.09815e+12 8.27814e+12 2.87794e+13 1.45738e+13 1.51882e+13 1.57833e+13 1.43059e+13 3.45129e+13 3.3626e+13 4.13407e+13 2.08162e+13 1.28842e+13 1.11028e+13 9.9092e+12 1.78209e+13 1.47212e+13 7.90737e+12 7.95506e+12 3.41543e+13 3.24079e+13 2.8627e+13 2.54347e+13 4.31169e+13 4.59534e+13 7.26721e+13 1.15134e+14 2.28509e+13 4.28665e+13 1.88783e+13
threshold=5.5000000000000009 36.000000000000007 55.883833400000007 37.563506350000004 55.866549750000011 2.5000000000000004 46.010000000000012 58.305000000000007 37.543519500000009 2.5000000000000004 84.00500000000001 47.805000000000007 1.5000000000000002 1.5000000000000002 4.5000000000000009 55.876067900000002 44.820000000000007 37.873748150000004 55.834019500000004 55.840017500000009 55.405000000000008 37.401708450000008 55.81943720000001 37.442254400000003 37.543519500000009 37.586700500000006 2.5000000000000004 97.020000000000024 78.605000000000004 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 7 17 6 -6 8 11 10 -9 -4 -8 -7 15 -15 -16 18 22 20 -20 -21 -1 29 -25 26 -26 28 -23 -24
right_child=-2 -3 3 -5 5 13 12 9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 19 21 -22 27 23 24 25 -27 -28 -29 -30 -31
leaf_value=-1530.8862184894833 -19.383805144017138 72.53921575427654 8181.2293087121216 -105854.02363873106 11749.647604193569 3668.0059842139181 -5285.3163552989135 165798.45189302886 -142990.78936011906 -55910.722812500004 -14303.040375 -101295.20625 -112328.51175426136 97855.598791503915 51077.769619455648 24846.225387834824 -58964.899355468748 -62614.992373511908 -12041.43280916509 -90451.025183823542 -77820.53082895749 1636.7677225688149 171979.36486235121 -14588.657756688319 28962.594404069765 15033.758911566778 302362.66070963541 -89831.21295072115 124952.63699151401 56307.438908066862
leaf_weight=18725 2928705 1123208 132 33 121 97 23 26 21 30 25 20 22 64 31 70 20 21 194 34 122 1008 21 430 43 436 24 26 29 43
leaf_count=18725 2928705 1123208 132 33 121 97 23 26 21 30 25 20 22 64 31 70 20 21 194 34 122 1008 21 430 43 436 24 26 29 43
internal_value=0 49.576 -1128.65 -18000.4 -904.511 16943.8 -7054.71 -6586.32 -22825.4 28097.1 77513.4 -6223.56 -57617.5 31070.6 45438.4 59716.4 7923.78 -1282.47 -1221.53 -8469.64 -37437.2 -125.304 -702.229 14861.1 9414.46 29934 126897 2763.76 5085.33 94262.3
internal_weight=0 1.1451e+06 21891 287 21604 448 166 254 173 81 51 152 45 282 185 134 51 21156 21135 1413 316 1097 19722 997 933 503 67 1063 1037 64
internal_count=4073804 1145099 21891 287 21604 448 166 254 173 81 51 152 45 282 185 134 51 21156 21135 1413 316 1097 19722 997 933 503 67 1063 1037 64
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=31
num_cat=0
split_feature=6 6 2 0 0 3 1 0 1 1 3 1 1 4 1 3 3 2 0 0 1 0 0 0 7 4 1 1 0 3
split_gain=3.92136e+11 8.18942e+12 2.2375e+13 1.74497e+13 1.84413e+13 1.33804e+13 1.23492e+13 2.03648e+13 2.56762e+13 3.74839e+13 1.5548e+13 1.5075e+13 2.10071e+13 1.43591e+13 3.01473e+13 2.5213e+13 2.06611e+13 1.8068e+13 1.36768e+13 2.71464e+13 2.36339e+13 1.27112e+13 1.26951e+13 1.09765e+13 1.04445e+13 1.01986e+13 9.74935e+12 9.36056e+12 1.36651e+13 9.26248e+12
threshold=63.415000000000006 63.705000000000005 915.50000000000011 55.649510000000014 55.568628050000008 20.500000000000004 37.442254400000003 55.702806750000008 37.649344350000007 37.71815560000001 8.5000000000000018 37.543519500000009 37.586700500000006 22.500000000000004 37.649344350000007 16.500000000000004 10.500000000000002 75.000000000000014 55.728148450000006 55.791814000000009 37.682335600000009 55.783232450000007 55.753967500000009 55.633951400000008 6.0000000000000009 23.500000000000004 37.729575300000008 37.740454950000007 55.876067900000002 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 24 8 -8 -10 -11 21 -13 15 -15 16 18 -16 -14 22 -21 -9 -20 -6 -5 -23 -24 28 -22 -4
right_child=1 -3 29 5 23 -7 7 11 9 10 -12 12 13 14 17 -17 -18 -19 19 20 27 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17.767902162687804 680.27804736121232 27.871586968147952 2682.5011473051682 -35499.340130615237 -29809.250864638292 -32351.332675119178 -31550.003554095645 -39269.735156250004 192478.52052734376 183.91672585227275 92645.252562689013 -94351.862537560111 -48124.407642886516 64336.864945652174 -92434.765458504102 99950.21875 -41039.215588971478 17091.183398437501 22910.918311866553 -50014.639888392856 109566.31519886365 16968.883300301917 149458.35248579548 -90493.68162878789 15814.151646205359 63093.563461303711 55314.593842107606 -899.73562484859508 19514.385748969184 10297.303518818777
leaf_weight=3067690 236 997634 3693 136 308 118 33 31 20 44 31 26 38 23 61 26 103 20 37 70 22 191 22 33 56 64 22 129 72 2815
leaf_count=3067690 236 997634 3693 136 308 118 33 31 20 44 31 26 38 23 61 26 103 20 37 70 22 191 22 33 56 64 22 129 72 2815
internal_value=0 54.1752 3148.68 -6182.87 -20809.4 -133.063 2844.04 6980.79 44441.5 70838.6 38401.3 1970.36 -6223.62 -2671.16 -36701.4 3870.71 -979.91 -65391.3 9034.92 14842.5 677.147 21194.7 66082.8 -35681.9 -20532.9 28545.3 102386 16589.4 40590.4 5976.24
internal_weight=0 1.00611e+06 8480 1972 577 1395 1277 1085 128 95 75 957 671 645 104 541 515 81 412 374 293 286 81 341 192 255 44 223 94 6508
internal_count=4073804 1006114 8480 1972 577 1395 1277 1085 128 95 75 957 671 645 104 541 515 81 412 374 293 286 81 341 192 255 44 223 94 6508
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=31
num_cat=0
split_feature=2 5 2 6 6 6 1 0 0 3 1 0 6 0 4 3 1 0 1 4 1 1 1 3 1 6 0 0 0 4
split_gain=3.72681e+11 3.6205e+12 1.25104e+13 1.80791e+13 3.34405e+13 2.93494e+13 4.16572e+13 4.33828e+13 5.72277e+13 5.53e+13 4.92421e+13 2.31168e+13 3.69273e+13 4.29776e+13 6.54096e+13 5.747e+13 9.02037e+13 3.317e+13 2.18873e+13 3.88957e+13 9.65589e+13 3.53147e+13 6.27986e+13 2.65789e+13 3.1238e+13 3.40494e+13 2.67165e+13 2.60349e+13 2.4419e+13 2.34969e+13
threshold=451.00000000000006 3.5000000000000004 75.000000000000014 80.030000000000015 81.02500000000002 76.605000000000004 37.740454950000007 55.633951400000008 55.768246800000007 2.5000000000000004 37.543519500000009 55.737027400000009 92.02500000000002 55.753967500000009 7.5000000000000009 2.5000000000000004 37.631035900000008 55.728148450000006 37.631035900000008 7.5000000000000009 37.586700500000006 37.475446350000006 37.442254400000003 3.5000000000000004 37.600779750000008 63.855000000000011 55.649510000000014 55.710673100000008 55.840017500000009 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 -5 18 7 -7 9 -9 -10 17 13 14 -13 16 -15 -6 19 20 27 22 29 -23 25 28 -27 -3 -25 -21
right_child=-2 2 -4 4 11 6 -8 8 10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=35.757105761155707 -13.506686097256853 -72423.866963605193 4262.0148491621267 85796.514104959249 5058.7368210483191 19198.583815104168 87443.376601562501 -85335.478858901522 -146004.7255 -284832.9377278646 29745.711470170456 -206644.60341078814 -863.09510760995636 -16724.275929768883 -20065.330013020837 -50499.400487048217 194803.2892857143 88296.622257653071 12528.879095638022 23313.779704733457 -240822.94302884617 5439.8274322965262 171392.0894965278 -76719.410134548612 24809.507769097225 -49592.500353422627 -193049.66978400736 44117.619818793406 61094.152968750001 -90633.661221590912
leaf_weight=664604 3396489 41 7720 46 2084 45 20 33 25 24 44 34 1337 72 42 198 28 49 375 102 26 134 27 36 36 21 34 36 20 22
leaf_count=664604 3396489 41 7720 46 2084 45 20 33 25 24 44 34 1337 72 42 198 28 49 375 102 26 134 27 36 36 21 34 36 20 22
internal_value=0 67.7311 1739.52 -2162.25 1039.7 -13475.2 -49112.9 -65084.4 -95185.5 -169334 -33932 25.4387 -8633.05 -36409.6 -103535 -19290.4 42503.4 6970.91 -5995.2 -18979.4 -74199.4 -5813.46 33189.7 -26772.5 -56136.1 -82388.7 -138275 -17936.9 -27500.3 3097.3
internal_weight=0 677315 12711 4991 3890 1101 191 171 126 57 69 3844 1711 374 76 298 100 2133 910 535 103 432 151 281 147 111 55 77 56 124
internal_count=4073804 677315 12711 4991 3890 1101 191 171 126 57 69 3844 1711 374 76 298 100 2133 910 535 103 432 151 281 147 111 55 77 56 124
is_linear=0
shrinkage=0.1


Tree=3991
num_leaves=31
num_cat=0
split_feature=6 1 1 3 1 1 0 0 4 1 3 3 4 4 4 0 3 6 3 0 0 0 1 3 3 6 3 0 0 0
split_gain=3.70245e+11 2.98591e+12 1.75869e+13 5.90846e+12 1.85087e+13 1.13063e+13 1.96826e+13 2.4206e+13 1.91659e+13 1.90178e+13 3.00586e+13 1.85246e+13 3.4811e+13 2.34319e+13 2.02809e+13 1.73629e+13 1.73541e+13 4.21147e+13 2.50783e+13 2.13871e+13 1.72955e+13 3.38291e+13 1.84748e+13 4.58352e+13 3.37972e+13 3.70998e+13 2.94732e+13 3.17601e+13 3.55986e+13 1.89701e+13
threshold=142.05000000000004 39.777866350000004 39.803839700000005 4.5000000000000009 39.873894000000007 49.692247900000005 56.385857200000011 56.309668500000008 8.5000000000000018 43.997056950000008 5.5000000000000009 15.500000000000002 13.500000000000002 23.500000000000004 11.500000000000002 56.288960650000007 9.5000000000000018 168.45000000000002 11.500000000000002 55.759969450000007 55.743464250000009 55.783232450000007 47.17130860000001 5.5000000000000009 8.5000000000000018 168.45000000000002 6.5000000000000009 55.79439725000001 56.148747500000006 55.79439725000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -8 10 -9 12 14 -13 15 20 17 19 -18 -14 -6 -22 24 29 25 -23 -25 -28 -29 -24
right_child=1 2 3 4 5 -7 8 9 -10 -11 -12 13 16 -15 -16 -17 18 -19 -20 -21 21 22 23 26 -26 -27 27 28 -30 -31
leaf_value=2.1333709292206762 1129.4521891405932 -86893.335546875009 1001.1320883233595 -72914.604646381587 -3644.2690124511719 -59.108394191424338 -95198.151956954665 79252.138875000004 -2734.6495117187501 58800.82540296053 -56464.132496675535 45373.046936928353 -78470.378652343745 -24420.221937116792 34906.978617976267 78994.075446428571 41648.438071646349 4717.4131097560976 -50954.592216222431 -188595.54838362068 -93535.334225643383 95551.099553571432 -114700.90221774194 101263.68933423914 -132538.95415178573 -86451.080590820318 112285.16235119049 -69265.620757378478 86912.575234375006 -25475.661943928248
leaf_weight=4053505 7675 24 6172 38 752 4372 51 25 40 95 47 123 45 79 104 21 41 41 102 29 68 21 31 46 35 24 21 54 20 103
leaf_count=4053505 7675 24 6172 38 752 4372 51 25 40 95 47 123 45 79 104 21 41 41 102 29 68 21 31 46 35 24 21 54 20 103
internal_value=0 -426.013 -1371.69 -1208.79 -3330.7 -2916.9 -9108.3 -6962.15 -54554.9 29422.6 -9340.43 -10414.6 -14108.7 18077.7 -7449.62 -11132.8 -47662 -76582.8 -24404.1 -121628 -12743.6 -28920.1 -16543.1 -4238.89 -58839 -1516.73 35560.5 3746.28 -27055.3 -46117.3
internal_weight=0 20299 12624 12600 6428 6390 2018 1927 91 167 72 1760 1558 202 1300 1196 258 115 143 74 1175 423 355 275 80 45 141 95 74 134
internal_count=4073804 20299 12624 12600 6428 6390 2018 1927 91 167 72 1760 1558 202 1300 1196 258 115 143 74 1175 423 355 275 80 45 141 95 74 134
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=31
num_cat=0
split_feature=6 4 0 3 3 4 6 3 1 4 4 3 0 7 0 4 0 0 1 0 0 1 1 4 1 4 1 4 0 4
split_gain=3.58238e+11 3.69864e+12 6.79671e+12 5.82865e+12 1.43212e+13 1.02521e+13 6.01305e+12 5.84897e+12 5.71079e+12 5.58338e+12 5.50284e+12 4.24326e+12 6.5983e+12 4.42997e+12 3.6065e+12 9.98251e+12 1.27985e+13 1.3689e+13 1.20534e+13 1.02382e+13 9.33327e+12 9.4975e+12 8.5258e+12 8.49705e+12 7.78887e+12 1.18543e+13 2.01252e+13 1.39292e+13 1.12947e+13 1.22037e+13
threshold=39.305000000000007 33.500000000000007 55.806294650000005 8.5000000000000018 11.500000000000002 37.500000000000007 37.310000000000009 25.500000000000004 37.768783500000005 34.500000000000007 35.500000000000007 21.500000000000004 55.858844800000007 6.0000000000000009 47.207933300000008 23.500000000000004 45.055912800000009 45.00849250000001 40.377616600000003 45.063245050000006 45.097384400000003 38.958307950000012 39.033214400000013 5.5000000000000009 39.018051150000005 16.500000000000004 38.965413050000002 17.500000000000004 47.139841100000005 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 14 3 6 -5 9 -3 -7 11 -6 -11 12 -4 -13 15 16 17 18 -1 -17 -21 -22 -23 -18 25 -25 27 -27 -26 -30
right_child=-2 2 8 4 5 7 -8 -9 -10 10 -12 13 -14 -15 -16 19 23 -19 -20 20 21 22 -24 24 28 26 -28 -29 29 -31
leaf_value=1529.4615954539427 -17.392635683573541 -12699.76351023707 49525.542915783903 48577.473426011034 3138.8039062500002 22431.570945581898 -75114.523754142996 -30302.27843276515 -10225.28953533562 -81276.419250801293 -31161.036242187503 17020.564834449407 -404.42713267008463 -32816.920507812501 -23.886742574035466 540.35212698483224 134.6099660569316 -1983.0060625857288 -1725.571416140127 -12966.435048416184 38704.961669921875 -40128.878838900862 -500.77240225137058 4857.1534219179011 150.42745880551303 -20674.61848481925 3495.6104430438641 -1829.1543140084877 22001.199757753129 3769.2778969302835
leaf_weight=44494 3031103 29 59 34 22 58 33 33 196 39 50 42 48 31 882025 2668 23276 27973 15284 1608 58 58 849 19063 17152 682 3843 923 477 1594
leaf_count=44494 3031103 29 59 34 22 58 33 33 196 39 50 42 48 31 882025 2668 23276 27973 15284 1608 58 58 849 19063 17152 682 3843 923 477 1594
internal_value=0 50.5599 -7354.87 -18634.8 -11466.5 -21572.9 -45920.5 3308.31 1585.05 -41971 -53121.7 14445.2 27127.1 -4143.3 55.3499 492.149 637.505 -157.177 697.217 -3800.06 -8300.73 -526.159 -3034.87 1678.16 2499.66 3681.5 -432.226 -9837.01 992.714 7968.52
internal_weight=0 1.0427e+06 674 298 236 202 62 91 376 111 89 180 107 73 1.04203e+06 160002 154761 87751 59778 5241 2573 965 907 67010 43734 24511 5448 1605 19223 2071
internal_count=4073804 1042701 674 298 236 202 62 91 376 111 89 180 107 73 1042027 160002 154761 87751 59778 5241 2573 965 907 67010 43734 24511 5448 1605 19223 2071
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=31
num_cat=0
split_feature=2 2 6 6 6 4 5 3 4 4 4 0 4 4 4 7 6 6 6 5 6 6 4 3 3 3 4 6 4 5
split_gain=3.84471e+11 5.02275e+12 6.73911e+12 3.45695e+12 9.58269e+12 9.14757e+12 1.28071e+13 7.09122e+12 3.91871e+12 3.15399e+12 3.13564e+12 2.53633e+12 8.52646e+12 5.14514e+12 4.61337e+12 4.52662e+12 3.74018e+12 5.13104e+12 3.70685e+12 9.10225e+12 4.02629e+12 3.83187e+12 3.52338e+12 4.3317e+12 3.41442e+12 3.31361e+12 3.15598e+12 3.02666e+12 3.64845e+12 4.37084e+12
threshold=10180.500000000002 10876.500000000002 50.995000000000012 103.03500000000001 114.05000000000001 6.5000000000000009 3.5000000000000004 4.5000000000000009 9.5000000000000018 3.5000000000000004 19.500000000000004 48.179569850000007 12.500000000000002 9.5000000000000018 10.500000000000002 6.0000000000000009 88.00500000000001 81.705000000000013 80.720000000000013 3.5000000000000004 68.00500000000001 91.02500000000002 15.500000000000002 10.500000000000002 3.5000000000000004 9.5000000000000018 9.5000000000000018 72.50500000000001 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 2 -2 9 8 6 -6 -7 -5 -4 -3 13 15 18 -15 16 17 25 20 21 -11 -20 23 -16 -14 27 -18 28 29 -13
right_child=1 10 3 4 5 7 -8 -9 -10 11 -12 12 24 14 22 -17 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7000672538372132 -1081.6251549366691 -63.151313419873588 -13189.128987418831 33221.980810546876 -20202.703906250001 -69584.412205810542 81755.187751116071 2490.0465422874277 87336.490828804352 -750.16528773640482 -38719.209970238095 46602.538337953629 -28335.5161328125 53925.285751108022 -22178.026935992326 52645.848339843753 20242.35530711207 -29210.300055803575 76449.923593750005 -35896.752362351188 -23455.853094046455 17183.175728352868 18021.027060334582 30950.729761904764 852.0477558400371 -20323.703725961539 71878.167031250006 35500.251617517606 7468.2881247384212 12935.210257735907
leaf_weight=4042576 1476 27827 77 32 22 20 28 43 23 258 21 62 50 26 57 33 29 28 20 21 112 24 161 21 202 26 20 71 336 102
leaf_count=4042576 1476 27827 77 32 22 20 28 43 23 258 21 62 50 26 57 33 29 28 20 21 112 24 161 21 202 26 20 71 336 102
internal_value=0 349.533 3989.84 7921.28 21618.5 4956.37 36893.7 -20390.7 55851.7 6595.74 -92.3016 7514.03 10854.6 2937.46 13921.7 16484 14713.5 12627.7 -3754.1 18270.2 -7623.24 44122.6 9569.89 -7874.13 -4939.14 14589.9 41318.2 16179.7 13436.2 25663.1
internal_weight=0 31228 3380 1904 168 113 50 63 55 1736 27848 1659 959 700 265 707 674 625 435 65 370 44 239 78 252 597 49 571 500 164
internal_count=4073804 31228 3380 1904 168 113 50 63 55 1736 27848 1659 959 700 265 707 674 625 435 65 370 44 239 78 252 597 49 571 500 164
is_linear=0
shrinkage=0.1


Tree=3994
num_leaves=31
num_cat=0
split_feature=4 0 0 6 6 0 6 5 6 1 1 6 6 6 1 1 6 0 6 6 6 6 3 6 1 6 1 4 0 6
split_gain=3.72072e+11 2.94063e+12 1.48995e+13 4.09049e+13 1.064e+14 3.87246e+13 3.61798e+13 3.32156e+13 1.14738e+14 7.54675e+13 4.71853e+13 5.95004e+13 4.71167e+13 7.8721e+13 3.8473e+13 5.60738e+13 4.67026e+13 3.60152e+13 3.95971e+13 6.15115e+13 3.76029e+13 6.01038e+13 4.22921e+13 5.54383e+13 4.10202e+13 6.85069e+13 3.47872e+13 3.26266e+13 3.1599e+13 3.13269e+13
threshold=5.5000000000000009 59.905532300000012 59.950512650000007 83.010000000000005 82.905000000000015 59.91832440000001 142.05000000000004 2.5000000000000004 69.015000000000015 30.389265100000003 30.277905650000005 58.305000000000007 61.805000000000007 64.805000000000021 30.323041000000003 30.370944000000005 64.015000000000015 59.933037250000005 64.805000000000021 62.995000000000012 34.010000000000012 45.995000000000012 2.5000000000000004 50.795000000000009 30.362494150000003 43.205000000000005 30.315889700000003 4.5000000000000009 59.939085000000013 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 7 6 -5 8 14 10 -9 -12 -13 -14 26 17 -17 -16 19 20 -19 24 28 -24 25 -22 -3 -25 -23 -10
right_child=-2 2 -4 5 -6 -7 -8 9 29 -11 11 12 13 -15 15 16 -18 18 -20 -21 21 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=9.0718887178258392 -18.897192324821791 3308.9438926130915 -37.811145719783191 -35264.70017889615 147289.60121346934 -655.74209661189923 66886.841817989873 -4798.8671662131319 -49466.978330844555 -23603.012527619951 -25345.697831791604 97583.284371824193 -53850.07991301547 39693.56579241353 18543.281563915476 5636.5663564119741 -87296.044614955361 -15084.56300982307 -32790.656706393493 214321.64950000003 24960.461535456732 151273.44097222222 100787.39363141742 7569.4569430443553 207681.72576013513 203700.33518066409 -29683.161954048777 -133308.4322433036 33828.904067460324 -5998.5206577708132
leaf_weight=1080262 2928705 2346 52353 551 54 2856 37 445 481 396 163 123 97 1240 973 1574 56 68 49 25 65 36 28 31 37 32 370 35 63 253
leaf_count=1080262 2928705 2346 52353 551 54 2856 37 445 481 396 163 123 97 1240 973 1574 56 68 49 25 65 36 28 31 37 32 370 35 63 253
internal_value=0 48.3315 702.443 3806.78 7339.9 -5467.14 -28836.8 6498.89 2761.94 16390.3 24048.6 31958.1 38355.7 32906.9 7485.24 15151.2 2443.79 29515.4 52278.4 62203.2 52575.4 66645.4 30922.1 -17118 118097 83926.2 -1185.56 -67138.5 76536 -34484
internal_weight=0 1.1451e+06 64837 12484 9040 3444 588 8986 6522 2464 2068 1623 1460 1337 5788 3072 1630 1442 469 420 395 327 193 94 134 97 2716 66 99 734
internal_count=4073804 1145099 64837 12484 9040 3444 588 8986 6522 2464 2068 1623 1460 1337 5788 3072 1630 1442 469 420 395 327 193 94 134 97 2716 66 99 734
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=31
num_cat=0
split_feature=1 6 4 1 4 0 3 1 6 0 1 5 6 6 6 6 3 5 1 4 0 0 3 4 0 4 6 6 6 1
split_gain=3.88916e+11 2.79221e+12 9.46947e+12 1.35059e+13 2.55056e+13 4.53303e+13 3.92465e+13 3.7024e+13 5.63505e+13 3.17979e+13 3.08131e+13 3.4326e+13 5.68798e+13 3.0688e+13 4.75572e+13 2.04156e+13 3.45256e+13 1.75461e+13 1.8387e+13 2.29788e+13 1.97985e+13 7.84522e+13 5.45595e+13 4.72734e+13 2.90855e+13 1.94372e+13 3.04231e+13 4.64872e+13 1.93141e+13 1.89581e+13
threshold=82.860505900000007 52.990000000000002 7.5000000000000009 82.981285100000022 6.5000000000000009 55.055052800000006 5.5000000000000009 82.93515810000001 69.605000000000004 55.007293000000011 82.895858600000011 3.5000000000000004 99.050000000000011 75.010000000000005 54.990000000000002 95.045000000000016 6.5000000000000009 3.5000000000000004 82.918694400000007 3.5000000000000004 55.026775150000006 55.030407050000001 3.5000000000000004 5.5000000000000009 54.992080650000005 4.5000000000000009 138.05000000000004 102.04000000000001 142.05000000000004 82.911604200000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -8 -6 12 13 14 -12 -11 -17 -3 20 -20 24 22 -22 29 -19 26 27 -21 -25 -23
right_child=1 2 -4 -5 5 -7 9 8 -10 15 11 -13 -14 -15 -16 16 -18 18 19 25 21 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-16.470792015998921 217.40585336916547 -3696.6955884886393 90.16670471724909 -278.17074534075226 -64059.345306581446 -50094.942719695857 64851.037713068181 82755.824715909097 -108720.02950367649 -19075.678515625001 -52411.281818181822 2374.0649256993011 184585.14311810664 -33483.08106445313 119469.82615885416 -211753.93593750001 -57947.528211805555 10683.290027290401 -56058.418271213108 -4950.8394601004475 246724.27897858797 -10280.993117883963 34575.789222301137 127637.22130152927 -74763.804723011373 -607.26448562720987 -50390.769460227275 174209.13393229168 10306.902968750001 63707.80383789062
leaf_weight=3172333 495105 18183 333062 51365 33 318 22 22 51 55 22 143 34 40 60 20 54 421 72 28 27 258 22 47 44 1851 22 30 20 40
leaf_count=3172333 495105 18183 333062 51365 33 318 22 22 51 55 22 143 34 40 60 20 54 421 72 28 27 258 22 47 44 1851 22 30 20 40
internal_value=0 57.9617 -136.301 -1165.27 -3242.21 -19981.4 -2758.15 13464.6 -51015 -46269.4 27642.3 37763.2 70203.3 38326.4 73355.4 -65220.2 -99516.8 -2547.69 4701.59 -589.715 16759 32664.6 151474 16714.8 2597.97 1478.51 49738.2 87718.1 92613.2 -349.611
internal_weight=0 901471 406366 73304 21939 874 556 405 73 151 332 299 156 122 82 129 74 21065 2882 2003 879 414 49 365 465 1931 80 58 67 298
internal_count=4073804 901471 406366 73304 21939 874 556 405 73 151 332 299 156 122 82 129 74 21065 2882 2003 879 414 49 365 465 1931 80 58 67 298
is_linear=0
shrinkage=0.1


Tree=3996
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 4 6 0 4 6 6 0 6 6 1 6 6 6 0 4 4 4 3 6 2 4 6 0 3 0
split_gain=4.13773e+11 2.92528e+12 8.75335e+12 1.27464e+13 1.06629e+13 8.98949e+12 9.56443e+12 1.01847e+13 8.26844e+12 7.33244e+12 1.3237e+13 1.06013e+13 8.76822e+12 7.1269e+12 1.40518e+13 3.16853e+13 2.12192e+13 1.99385e+13 8.08412e+12 8.64149e+12 1.39104e+13 1.1994e+13 1.79268e+13 1.41696e+13 7.70314e+12 1.00953e+13 1.09357e+13 8.34659e+12 7.54235e+12 6.98273e+12
threshold=83.000013850000016 53.379556850000007 53.310923100000004 83.689608100000015 64.805000000000021 1.5000000000000002 78.605000000000004 53.20799465000001 16.500000000000004 82.00500000000001 87.395000000000024 53.341100000000004 68.515000000000015 104.01000000000001 83.971434050000013 118.04500000000002 108.05000000000001 134.05000000000004 52.960348700000004 15.500000000000002 10.500000000000002 16.500000000000004 6.5000000000000009 79.015000000000015 2851.5000000000005 3.5000000000000004 65.805000000000021 52.516286950000008 7.5000000000000009 54.73499850000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -4 12 11 -11 -10 18 15 16 -15 -17 24 20 -20 22 -21 28 25 -5 27 -27 -24 -3
right_child=1 29 8 13 5 6 -8 -9 9 10 -12 -13 -14 14 -16 17 -18 -19 19 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=11.5470257155444 -6009.0915337034712 -1633.8697094100307 2098.887584764087 18899.219533256637 14260.974027506511 -83557.318911637936 -100718.34048913044 -16745.752709276432 -3015.8329351941525 -54546.128117521817 3471.1680875156471 -8775.0979985719077 19367.130160782188 78196.676230468758 4337.6008147741049 182743.29443359375 -50270.461154513891 41539.691484375006 -4598.2614309860683 687.19467859100882 31117.437468888274 -2808.2084575721606 -76932.292876233565 -145479.73281250001 150.28672403160076 17803.422727748326 -83298.378761574088 -25625.077082021995 -6209.1208593750007 -84.130567554985532
leaf_weight=3601077 1505 31774 33042 73 36 29 23 107 2534 111 181 93 188 20 1147 20 36 20 3119 57 113 167 38 20 55776 56 27 211 25 342179
leaf_count=3601077 1505 31774 33042 73 36 29 23 107 2534 111 181 93 188 20 1147 20 36 20 3119 57 113 167 38 20 55776 56 27 211 25 342179
internal_value=0 -87.9614 396.061 -319.159 -8859.86 -30862 -41078.5 -30992.3 1635.12 -3296.92 -16214.1 -33679.9 -1469.91 -80.8468 7413.58 44165.2 -4389.34 112141 -236.934 -4872.49 -3349.54 -20905.7 -42493.4 -72147.6 55.271 -14385 -22649.5 -16516.5 -48867.5 -215.809
internal_weight=0 472727 98774 62625 1700 195 159 136 36149 3107 385 204 2722 60925 1243 96 56 40 59682 3539 3232 307 140 83 56143 367 294 267 63 373953
internal_count=4073804 472727 98774 62625 1700 195 159 136 36149 3107 385 204 2722 60925 1243 96 56 40 59682 3539 3232 307 140 83 56143 367 294 267 63 373953
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=31
num_cat=0
split_feature=1 6 6 4 2 4 4 0 4 7 0 6 0 6 5 0 6 4 4 3 5 6 0 2 0 7 6 3 0 4
split_gain=4.13058e+11 4.32046e+12 5.17907e+12 4.65096e+12 4.94971e+12 4.85882e+12 4.38114e+12 4.15626e+12 1.46957e+13 1.84339e+13 1.13788e+13 1.30087e+13 1.03098e+13 8.17566e+12 8.01104e+12 1.0222e+13 8.95846e+12 1.35534e+13 1.04519e+13 7.88154e+12 7.43686e+12 7.2445e+12 7.15514e+12 6.516e+12 1.72275e+13 6.14409e+12 9.81069e+12 7.75837e+12 5.97224e+12 1.4068e+13
threshold=91.292296250000007 38.405000000000008 41.990000000000002 2.5000000000000004 3658.0000000000005 4.5000000000000009 17.500000000000004 56.105603650000006 11.500000000000002 6.0000000000000009 60.064438250000002 61.805000000000007 56.148747500000006 56.205000000000005 2.5000000000000004 56.228352100000002 79.710000000000022 6.5000000000000009 9.5000000000000018 1.5000000000000002 5.5000000000000009 59.815000000000005 56.288960650000007 5325.0000000000009 56.128722100000005 6.0000000000000009 98.020000000000024 1.5000000000000002 56.228352100000002 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 6 3 -3 -5 -6 -2 19 14 10 11 -10 13 -11 21 16 17 23 25 -4 -21 22 -9 -16 -25 26 27 -18 29 -14
right_child=1 2 7 4 5 -7 -8 8 9 12 -12 -13 28 -15 15 -17 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.0588036284036706 -570.11605995710136 -6416.6108341181261 -1844.9716592382888 10314.303976829091 11361.298447826548 1778.3780851724991 -5480.8801585627543 -4592.3240539874687 -17788.503486351958 1295.9695800781251 1189.0674486129681 -49058.932822944524 75612.842968750003 -19641.697629329428 -9486.7759840293438 -83.479231897761011 59326.454213169651 20905.482093096012 -26366.28382533482 898.51077311357494 59048.371413352274 -9828.0836566133712 1983.2920690189142 -63559.622683189664 16689.21992463485 49415.653203125003 -40525.202551800277 3480.653208204877 2287.2553127411265 7466.215481222087
leaf_weight=3931467 29031 533 12037 882 568 7725 1938 3015 461 371 187 187 41 375 291 4444 28 828 140 73296 22 1075 3668 29 345 30 46 223 405 116
leaf_count=3931467 29031 533 12037 882 568 7725 1938 3015 461 371 187 187 41 375 291 4444 28 828 140 73296 22 1075 3668 29 345 30 46 223 405 116
internal_value=0 167.349 457.878 2664.64 3192.2 2434.73 -877.425 247.144 -1215.81 -8933.48 -20541.5 -26812.5 -1523.15 -9229 -47.9676 2569.8 8585.71 12366.8 -3502.45 526.605 915.959 -2208.86 -983.262 1735.19 10466.7 6286.35 1929.86 9710.46 8705.6 25262.5
internal_weight=0 142337 111368 9708 9175 8293 30969 101660 16305 2143 835 648 1308 746 14162 6404 1960 1493 467 85355 73318 7758 6683 665 374 327 297 251 562 157
internal_count=4073804 142337 111368 9708 9175 8293 30969 101660 16305 2143 835 648 1308 746 14162 6404 1960 1493 467 85355 73318 7758 6683 665 374 327 297 251 562 157
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 0 4 6 0 2 3 6 6 0 0 0 6 6 6 5 1 3 0 6 3 3 0 4 6 1
split_gain=4.02012e+11 3.21431e+12 2.0356e+13 4.91181e+13 3.93453e+13 8.41959e+13 4.35567e+13 4.26982e+13 3.15667e+13 2.95139e+13 2.721e+13 3.09904e+13 2.2661e+13 2.38628e+13 4.69935e+13 2.71752e+13 2.60258e+13 2.40626e+13 3.16128e+13 2.97736e+13 2.38719e+13 2.12683e+13 2.03689e+13 1.7895e+13 1.64154e+13 1.54288e+13 1.53166e+13 1.92436e+13 1.43677e+13 1.40395e+13
threshold=5.5000000000000009 47.800771000000005 44.064675150000006 2892.5000000000005 56.288960650000007 56.262014700000009 2.5000000000000004 57.005000000000003 51.659529100000007 2865.5000000000005 2.5000000000000004 81.705000000000013 59.815000000000005 56.105603650000006 54.604289300000012 56.067362750000008 134.05000000000004 85.020000000000024 92.02500000000002 3.5000000000000004 47.256487700000001 4.5000000000000009 56.342669500000007 100.05000000000001 3.5000000000000004 4.5000000000000009 56.115175650000005 2.5000000000000004 50.410000000000004 47.504912950000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -4 -8 -7 -12 -5 14 -14 -16 17 29 -19 20 21 23 -11 -20 -18 -13 27 -10 -24 -15
right_child=-2 -3 3 12 6 10 9 -9 26 22 11 25 13 16 15 -17 24 18 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=59.263816996614054 -19.642782050241891 229.43328001786182 8614.1580881780064 -2394.7331188999015 1447.6805375592819 5101.9238212294258 42730.092863948172 -25838.844960288974 -5920.9112123082487 -64728.760008463549 30077.457637999487 132528.16084280304 3287.4140585202617 13799.988679259121 -29478.397714315881 6201.7333113606774 -7407.6793569711535 85993.524913611778 87719.944943104623 106319.52620634192 -71241.923087086398 -58827.336551339286 -16420.576314084672 11467.694686659946 -100298.05963541666 40282.722914062499 -4875.7536558494185 -40301.230887903796 -51577.225019543279 -19478.796946522889
leaf_weight=564488 2928705 534107 1197 29250 369 131 41 1263 300 300 122 66 8834 1182 740 300 52 104 46 34 34 28 272 93 30 25 990 356 203 142
leaf_count=564488 2928705 534107 1197 29250 369 131 41 1263 300 300 122 66 8834 1182 740 300 52 104 46 34 34 28 272 93 30 25 990 356 203 142
internal_value=0 50.2384 -106.407 -2117.4 -10869.8 -6557.77 -27062.5 -10539.2 -3742.3 -39955 40964.3 63020.5 -910.63 2825.49 920.349 -19186.1 13605.7 16317.5 40089.7 19774.8 5135.43 20685.3 -44329.3 36702.3 -41392 107186 -12728.1 -24578.5 -31445.4 10230.8
internal_weight=0 1.1451e+06 610992 46504 5635 4450 1185 4106 2843 816 344 213 40869 11619 9874 1040 1745 1663 339 235 201 167 775 139 82 91 1646 656 475 1324
internal_count=4073804 1145099 610992 46504 5635 4450 1185 4106 2843 816 344 213 40869 11619 9874 1040 1745 1663 339 235 201 167 775 139 82 91 1646 656 475 1324
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=31
num_cat=0
split_feature=1 2 0 6 3 0 0 7 1 4 4 4 3 5 1 6 0 3 5 3 6 0 4 4 0 1 3 6 3 6
split_gain=4.2207e+11 2.61139e+12 7.59356e+12 1.48526e+13 7.91148e+12 7.31286e+12 1.62997e+13 9.8624e+12 1.10296e+13 8.91557e+12 8.67479e+12 7.66838e+12 5.77432e+12 5.58632e+12 5.45577e+12 5.50613e+12 5.22436e+12 5.75631e+12 6.25273e+12 4.7335e+12 4.64458e+12 4.35046e+12 1.38405e+13 1.44151e+13 1.09163e+13 3.98409e+13 1.70745e+13 1.68783e+13 3.37735e+13 1.37453e+13
threshold=83.000013850000016 9651.0000000000018 52.02416370000001 76.605000000000004 6.5000000000000009 51.659529100000007 51.307150200000002 6.0000000000000009 113.48479755000001 8.5000000000000018 9.5000000000000018 5.5000000000000009 1.5000000000000002 1.5000000000000002 113.48479755000001 84.810000000000016 51.768991500000006 1.5000000000000002 3.5000000000000004 1.5000000000000002 66.990000000000023 55.029726000000004 17.500000000000004 18.500000000000004 55.02095400000001 83.025426800000005 1.5000000000000002 73.995000000000019 7.5000000000000009 65.410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 -10 12 -3 -14 15 -5 17 -16 -19 -7 -8 24 -23 -24 -4 26 -26 28 -27 -28
right_child=1 2 21 14 -6 7 20 -9 10 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 -22 22 23 -25 25 27 29 -29 -30 -31
leaf_value=11.662219884613286 194.48828836047417 13368.220187517067 -104.78795414818042 -26154.064286394816 -21504.559212161708 2360.0415674707911 35704.10258400657 27776.484478204904 -4208.4770728375033 -56485.921899414068 36811.364386792455 -28075.353324558426 11275.875297335113 -5361.1640791391856 10765.766200086808 -73068.45032552084 2248.206171431108 -60640.387869318183 -18432.905879510312 -22238.01688633181 -15150.448332443237 -893.26315307340337 23875.927937904788 -1917.9531328388291 25024.213084692703 -5773.6997898349391 9810.2181586700153 -26743.375969609631 26670.081942842535 -4542.5370502774676
leaf_weight=3601077 192701 329 174074 82 209 111 176 88 1891 60 53 92 260 902 36 36 110 55 97 265 20 91494 462 408 608 3020 3601 309 359 819
leaf_count=3601077 192701 329 174074 82 209 111 176 88 1891 60 53 92 260 902 36 36 110 55 97 265 20 91494 462 408 608 3020 3601 309 359 819
internal_value=0 -88.8389 -283.812 -4197.24 -2510.22 -1575.48 3312.02 -5098.53 -6314.07 -20688.7 -3090.14 -56.1153 1672.77 -1638.59 -22267.9 -40466.9 -15061.6 -25189.6 -33705.4 -14976.4 30514.9 -214.519 -773.895 11779.5 68.135 3521.71 9312.05 -4372.48 -2326.73 7150.74
internal_weight=0 472727 280026 4872 4456 4247 1779 2468 2380 436 1944 1583 1491 1162 416 118 298 188 152 376 196 275154 92364 870 182790 8716 5028 3688 3379 4420
internal_count=4073804 472727 280026 4872 4456 4247 1779 2468 2380 436 1944 1583 1491 1162 416 118 298 188 152 376 196 275154 92364 870 182790 8716 5028 3688 3379 4420
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 2 0 6 1 4 7 1 0 4 1 1 1 0 3 4 1 3 3 5 3 1 1 4 3 3
split_gain=3.95851e+11 8.99294e+12 1.00875e+13 1.77172e+13 2.40253e+13 1.6307e+13 1.47376e+13 1.17437e+13 1.34445e+13 2.68042e+13 2.36004e+13 2.19016e+13 2.13407e+13 2.04921e+13 1.95565e+13 1.27071e+13 1.1235e+13 3.97851e+13 7.68355e+13 6.58953e+13 1.50645e+13 1.43166e+13 1.28394e+13 1.06895e+13 1.46217e+13 1.07509e+13 2.2469e+13 3.11327e+13 2.84008e+13 3.37554e+13
threshold=66.50500000000001 65.805000000000021 30.323041000000003 30.205407000000005 4.5000000000000009 3338.0000000000005 60.042359000000012 66.010000000000005 30.315889700000003 7.5000000000000009 6.0000000000000009 30.303340300000002 59.982409200000006 16.500000000000004 30.303340300000002 30.242318500000007 30.345769800000003 59.898927250000007 4.5000000000000009 10.500000000000002 30.370944000000005 9.5000000000000018 2.5000000000000004 1.5000000000000002 1.5000000000000002 30.260128500000004 30.303340300000002 17.500000000000004 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 -1 3 4 5 -3 7 23 9 11 14 -9 13 -12 15 -11 17 -4 22 -20 -18 -21 -19 -5 -25 -26 27 -27 -28 -30
right_child=-2 2 16 6 -6 -7 -8 8 -10 10 12 -13 -14 -15 -16 -17 20 18 19 21 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=1.2099317850164428 61.952291881681987 -127164.44536830357 -27497.231931152346 -73859.46017127404 7286.8220028585483 -22755.581306340144 24305.241001674109 -24386.021669407899 15159.32624362245 -8488.324782986112 -132891.67065686677 102865.34207589286 -29179.85853587963 -28521.353309570313 45245.903710937506 -75897.762978178886 -28348.949367841702 -83248.606160481781 232672.0850280762 -16189.525818452383 -1216.7033535797323 100578.96078869049 9713.2935747195515 -77010.373679956901 -21668.100311434209 13464.625443672841 37422.577699444111 137457.29878472222 -140665.64508928571 -11516.3221973994
leaf_weight=3217595 823011 21 100 26 755 52 77 38 49 54 76 21 54 25 32 58 206 24 32 21 30917 21 39 29 197 81 65 27 28 73
leaf_count=3217595 823011 21 100 26 755 52 77 38 49 54 76 21 54 25 32 58 206 24 32 21 30917 21 39 29 197 81 65 27 28 73
internal_value=0 -15.6846 -1653.13 -8853.43 1990.11 -52791 -17743 -21213.2 -33967.5 -40691.6 -52846.4 20906.8 -79925.9 -107057 -23698.4 -43396.8 -1231.12 20459.1 55463.8 124563 -1396.29 42194.7 -25700.8 -11344.4 -8093.59 -3850.31 8960.29 44462.8 -14137.7 -47320.1
internal_weight=0 3.25079e+06 33198 1838 828 73 1010 933 407 358 299 59 155 101 144 112 31360 237 137 74 31123 42 63 526 500 471 274 108 166 101
internal_count=4073804 3250793 33198 1838 828 73 1010 933 407 358 299 59 155 101 144 112 31360 237 137 74 31123 42 63 526 500 471 274 108 166 101
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=31
num_cat=0
split_feature=6 7 3 0 1 4 0 6 4 6 1 1 0 3 0 6 1 1 6 4 6 0 5 0 5 1 3 3 4 4
split_gain=3.83767e+11 4.31282e+12 9.70232e+12 1.22257e+13 3.90009e+13 2.27036e+13 1.72218e+13 2.04499e+13 2.18449e+13 2.10721e+13 1.65216e+13 4.65013e+13 2.23782e+13 2.47667e+13 1.76924e+13 1.52309e+13 3.33221e+13 1.88171e+13 2.58563e+13 1.66215e+13 1.50303e+13 2.75477e+13 2.26842e+13 1.77118e+13 2.1709e+13 1.39683e+13 1.74817e+13 1.37761e+13 1.76271e+13 3.02657e+13
threshold=88.00500000000001 6.0000000000000009 10.500000000000002 55.667390500000003 37.475446350000006 12.500000000000002 55.702806750000008 114.05000000000001 19.500000000000004 89.00500000000001 37.702956500000006 37.729575300000008 59.990753350000013 18.500000000000004 55.728148450000006 93.050000000000011 37.442254400000003 36.049731800000011 99.050000000000011 21.500000000000004 95.045000000000016 60.002985000000002 3.5000000000000004 60.028671700000011 3.5000000000000004 30.277905650000005 15.500000000000002 11.500000000000002 24.500000000000004 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 -4 7 8 -5 -10 12 -12 13 14 -8 16 19 18 -17 -7 23 22 -22 24 25 -14 -27 -16 29 -29
right_child=1 2 3 6 -6 15 10 -9 9 -11 11 -13 20 -15 27 17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.5019260790071129 122.66866850640488 -1753.988883580723 51951.085891544295 95331.602437500012 108.76199789554251 -43058.705292746185 -64534.354803240742 -30863.387503487724 -22407.380961044521 40944.299990599939 -55392.641241611578 191.0991116664562 -6462.614783156062 -3010.8204326658079 611.38907580650982 -66029.515178571441 95116.967003455531 -56866.187024787992 64621.375662878789 31933.426439144736 -158074.04585597827 -8793.7680668040775 -30936.833550347226 -3451.4105046517066 126892.85781250001 96775.083553685909 -14708.980877130683 14592.515524839186 -60.976771253950147 42213.426070401569
leaf_weight=3844148 172915 39278 34 50 7317 133 27 56 73 187 156 4278 83 939 433 28 26 269 33 38 23 583 36 487 22 39 22 1121 356 614
leaf_count=3844148 172915 39278 34 50 7317 133 27 56 73 187 156 4278 83 939 433 28 26 269 33 38 23 583 36 487 22 39 22 1121 356 614
internal_value=0 -125.573 -882.074 1079.05 -1839.49 -27250.1 3477.82 24751.6 34798.1 23157.1 2633.24 -1764.49 6708.37 10874.1 15985 -32359.8 -10356.8 -45494.9 4650.47 -26393.8 -4518.27 -15383.5 -80498.8 6163.92 34372.8 20237.7 56567.7 16846.4 20208.3 24367.3
internal_weight=0 229656 56741 17463 7878 561 9585 366 310 260 9219 4434 4785 3490 2551 527 197 330 61 171 1295 642 59 653 166 144 61 2524 2091 1735
internal_count=4073804 229656 56741 17463 7878 561 9585 366 310 260 9219 4434 4785 3490 2551 527 197 330 61 171 1295 642 59 653 166 144 61 2524 2091 1735
is_linear=0
shrinkage=0.1


Tree=4002
num_leaves=31
num_cat=0
split_feature=6 6 2 0 0 1 1 1 2 3 1 0 0 5 0 1 1 4 4 7 4 0 4 4 0 2 7 1 1 3
split_gain=4.13569e+11 6.56415e+12 1.81122e+13 1.40693e+13 1.55795e+13 1.43699e+13 1.22763e+13 1.14384e+13 1.97998e+13 1.54796e+13 1.41402e+13 1.19637e+13 1.02622e+13 9.84858e+12 1.26404e+13 3.69337e+13 1.38195e+13 4.08114e+13 1.30709e+13 1.14672e+13 1.18294e+13 1.52298e+13 1.3801e+13 9.22306e+12 1.02163e+13 1.39575e+13 9.12846e+12 1.1798e+13 8.92082e+12 8.52526e+12
threshold=63.415000000000006 63.705000000000005 915.50000000000011 55.649510000000014 55.595177750000005 37.586700500000006 37.729575300000008 37.71815560000001 75.000000000000014 20.500000000000004 37.234509300000006 55.676890650000011 55.922096200000006 2.5000000000000004 55.696737300000009 37.618684050000006 37.649344350000007 22.500000000000004 13.500000000000002 6.0000000000000009 20.500000000000004 55.840017500000009 22.500000000000004 26.500000000000004 55.728148450000006 75.000000000000014 6.0000000000000009 37.343102500000008 37.804148700000006 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 29 -6 -7 8 9 13 -10 -9 26 14 15 -5 18 -18 -16 -20 -21 -22 -23 24 28 -26 -12 -28 -13 -2
right_child=1 -3 -4 7 5 6 -8 11 10 -11 12 23 -14 -15 16 -17 17 -19 19 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-18.247006932684471 1942.1182283238004 32.086713922704227 5370.1032105343293 -29930.333486328123 -82763.610358072925 33774.349946120688 -40292.460557836421 57318.169796580194 12006.82928504944 -41525.35215576172 -75124.940485491068 -60222.752803308824 9512.1700165719703 -20130.873410426982 -40026.632972301137 159949.40386904764 35144.928020833337 -85893.307121394231 92588.77210286459 81994.650027901793 -37759.388991855056 7060.2452841722334 63716.318188476565 -56138.789293323869 79110.98238740809 11247.719848939083 24620.897980608261 -53023.424927884626 6727.0438313802078 -30913.580773925783
leaf_weight=3067690 280 997634 6508 20 60 29 98 53 64 70 84 34 33 101 33 21 60 52 24 28 47 131 64 22 34 279 28 65 48 110
leaf_count=3067690 280 997634 6508 20 60 29 98 53 64 70 84 34 33 101 33 21 60 52 24 28 47 131 64 22 34 279 28 65 48 110
internal_value=0 55.636 2826.1 -5569.61 -18703.2 -42433.3 -23379.6 -137.307 -6591.96 2899.74 -29143.4 12566 -41684.4 8252.16 14224.4 67325.1 9265.13 -21051.4 19648.8 26347 20458.9 13339 25655.1 6878.08 10387.9 18619.4 -51229.6 -29646.6 -21032.6 -7324.87
internal_weight=0 1.00611e+06 8480 1972 577 187 127 1395 925 651 274 470 210 581 480 41 439 112 327 294 270 242 195 417 395 313 177 93 82 390
internal_count=4073804 1006114 8480 1972 577 187 127 1395 925 651 274 470 210 581 480 41 439 112 327 294 270 242 195 417 395 313 177 93 82 390
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 6 4 1 0 3 4 1 1 0 0 7 0 1 6 0 6 4 4 0 4 0 4 6 6
split_gain=3.84747e+11 9.64574e+12 2.20444e+13 1.28238e+13 1.19449e+13 1.17117e+13 2.03982e+13 1.12142e+13 2.07893e+13 1.41126e+13 1.50667e+13 1.31879e+13 2.24237e+13 1.62932e+13 2.14525e+13 2.02506e+13 7.59921e+13 3.06204e+13 4.59219e+13 3.09704e+13 2.91263e+13 2.56185e+13 2.38926e+13 2.29851e+13 5.94806e+13 6.50599e+13 4.88672e+13 3.55668e+13 3.42472e+13 2.98035e+13
threshold=49.230435000000007 49.111590500000005 55.520061350000013 55.910578700000009 25.305000000000003 1.5000000000000002 138.05000000000004 23.500000000000004 49.195555600000006 55.775215600000003 6.5000000000000009 21.500000000000004 49.195555600000006 49.176406850000006 55.649510000000014 55.82518790000001 6.0000000000000009 55.768246800000007 49.147669400000005 67.00500000000001 55.834019500000004 79.015000000000015 18.500000000000004 18.500000000000004 55.791814000000009 19.500000000000004 55.81943720000001 5.5000000000000009 108.05000000000001 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 -1 -3 4 -4 6 -6 11 -9 -10 -11 13 -13 15 -15 17 21 18 19 -7 -18 22 -17 27 25 -25 -26 28 -19 -29
right_child=-2 2 3 -5 5 7 -8 8 9 10 -12 12 -14 14 -16 16 20 23 -20 -21 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-7.4802964485730117 -36.861210709654138 -29011.97094894409 -8728.6665367213809 -33077.114157669632 5567.2340997887513 -8013.5106512412822 97957.217708333337 4243.6148293485721 45854.699961732375 68644.606249999997 -20427.655508306965 -7270.0282818538435 33956.486798361075 38818.333312988281 -713.21712709745805 -4548.7069948285707 55533.512024694057 -3254.1889517400741 3869.2810821510766 -41055.795000601996 -36589.688103465545 -33959.964648767425 51618.124712104305 -48166.601157619036 18375.339300574557 44622.345360266649 -35762.144264274328 15261.820736692058 36393.214500716967 -3493.1294954091495
leaf_weight=2339440 1670495 240 1141 108 5565 1273 24 2723 215 25 79 3001 138 138 26124 4614 286 2699 5100 365 39 296 77 423 978 92 201 6698 237 970
leaf_count=2339440 1670495 240 1141 108 5565 1273 24 2723 215 25 79 3001 138 138 26124 4614 286 2699 5100 365 39 296 77 423 978 92 201 6698 237 970
internal_value=0 25.6215 1238.1 1352.2 1410.74 1596.2 5963.97 1166.35 7073.13 31226 983.946 832.047 -5457.59 1222.15 -505.489 3085.6 -2373.81 4609.05 -809.325 -15376.4 44478.7 -5427.17 -3626.76 7577.75 -3238.68 -31590.7 9145.79 9305.68 -53.7684 12889.3
internal_weight=0 2.40331e+06 63869 63629 63521 62380 5589 56791 3042 319 104 53749 3139 50610 26262 24348 5312 19036 6738 1638 325 4987 4691 12298 1694 515 1179 10604 2936 7668
internal_count=4073804 2403309 63869 63629 63521 62380 5589 56791 3042 319 104 53749 3139 50610 26262 24348 5312 19036 6738 1638 325 4987 4691 12298 1694 515 1179 10604 2936 7668
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=31
num_cat=0
split_feature=2 2 6 6 6 4 5 3 4 4 0 4 4 4 6 4 7 4 4 4 6 3 6 6 6 4 3 3 6 6
split_gain=3.83561e+11 3.98866e+12 5.47399e+12 2.92415e+12 7.76458e+12 7.39763e+12 1.03685e+13 5.74404e+12 3.18058e+12 2.54299e+12 2.3484e+12 6.66152e+12 5.28233e+12 1.00382e+13 6.17594e+12 4.51925e+12 4.421e+12 3.77095e+12 3.37679e+12 3.549e+12 3.52298e+12 3.69279e+12 3.02528e+12 4.74014e+12 4.26072e+12 3.16773e+12 2.97021e+12 2.91752e+12 3.2912e+12 2.83019e+12
threshold=10180.500000000002 10876.500000000002 47.805000000000007 103.03500000000001 114.05000000000001 6.5000000000000009 3.5000000000000004 4.5000000000000009 9.5000000000000018 19.500000000000004 47.319699650000011 12.500000000000002 5.5000000000000009 8.5000000000000018 79.015000000000015 9.5000000000000018 6.0000000000000009 4.5000000000000009 10.500000000000002 12.500000000000002 58.305000000000007 8.5000000000000018 84.810000000000016 80.720000000000013 90.045000000000016 4.5000000000000009 3.5000000000000004 7.5000000000000009 77.010000000000005 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -7 -5 -3 12 16 14 -14 17 29 22 -4 -17 20 -20 -22 23 25 -24 -12 -13 28 -27 -15
right_child=1 9 3 4 5 7 -8 -9 -10 -11 11 26 13 15 -16 18 -18 -19 19 -21 21 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.6968678475965717 -1375.379006251477 -18.363186933279561 19228.371527777777 29918.781762695315 -18160.58153409091 -62576.332187500004 73578.286830357145 2291.5812545421513 78671.105502717401 -34830.142020089283 -10519.176095030738 -26489.450602839544 63873.954899649791 -2447.5417291876979 -62032.561425781256 44334.348064982099 47549.112717013893 -13881.633781370399 -42642.258814538043 16016.974499645861 -21481.971535326087 37271.345429687499 59149.346169354838 -37007.374813988099 7889.4622242647065 15072.037130257471 231.17919111985427 -364.80839410597281 55522.47866152809 -40575.111365327379
leaf_weight=4042576 1339 27827 45 32 22 20 28 43 23 21 61 52 29 267 22 30 36 146 23 182 23 20 31 21 34 477 208 124 21 21
leaf_count=4042576 1339 27827 45 32 22 20 28 43 23 21 61 52 29 267 22 30 36 146 23 182 23 20 31 21 34 477 208 124 21 21
internal_value=0 349.119 3593.11 6852.7 19491.1 4492.66 33213.2 -18301.4 50306.1 -44.6145 5719.09 8803.33 1653.84 6491.53 -11859.9 3551.45 13298 -6080.85 12646.4 8813.14 -11052 5845.15 11694.6 9788.74 32336.5 11227.6 -5112.95 13360.3 16777.8 -5227.68
internal_weight=0 31228 3380 2041 168 113 50 63 55 27848 1873 1065 808 595 213 566 805 191 278 248 66 43 769 704 65 683 260 622 498 288
internal_count=4073804 31228 3380 2041 168 113 50 63 55 27848 1873 1065 808 595 213 566 805 191 278 248 66 43 769 704 65 683 260 622 498 288
is_linear=0
shrinkage=0.1


Tree=4005
num_leaves=31
num_cat=0
split_feature=1 0 3 6 6 3 0 3 4 0 4 5 6 2 0 0 0 4 3 5 6 1 4 0 6 6 0 6 5 6
split_gain=3.83367e+11 1.37618e+12 1.49566e+12 1.41183e+12 1.08452e+13 1.73562e+13 1.37403e+13 1.22099e+13 6.91605e+12 4.83972e+12 3.31079e+12 6.68232e+12 3.18645e+12 2.99512e+12 2.90433e+12 2.82125e+12 1.99776e+13 6.70953e+12 5.84595e+12 5.53374e+12 5.05249e+12 4.89193e+12 6.27267e+12 4.2553e+12 7.76916e+12 5.76333e+12 6.89664e+12 7.32446e+12 1.37319e+13 1.05329e+13
threshold=113.48479755000001 63.565651350000003 2.5000000000000004 48.410000000000004 47.805000000000007 5.5000000000000009 61.78914120000001 7.5000000000000009 14.500000000000002 48.179569850000007 9.5000000000000018 1.5000000000000002 44.820000000000007 9907.0000000000018 44.249882500000005 61.78914120000001 60.753246850000004 3.5000000000000004 10.500000000000002 3.5000000000000004 83.010000000000005 118.02765200000002 4.5000000000000009 52.07762420000001 49.485000000000007 110.01500000000001 56.638205000000006 55.015000000000008 2.5000000000000004 73.00500000000001
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 -3 4 12 10 8 -8 -7 14 11 -6 -2 -13 -5 16 23 19 21 20 -17 22 -19 -11 -25 26 -26 -28 -29 -30
right_child=1 2 -4 9 5 6 7 -9 -10 15 -12 13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-2.468271101736212 -578.04320685486448 -1361.6366319444446 -37441.81560546875 -6570.690578497024 49624.526976562505 6603.8830882352941 -112807.45520833333 -18229.730952380953 -46003.402973533171 1704.8199937253769 -36561.7500036169 22121.379940404648 3906.7497358714545 -7337.3385639648441 -59163.780133928572 -1749.7666915747304 -71910.376572779598 44764.56776216947 -25138.069028072034 -49036.481772933475 -53592.469589843757 8923.4764630429236 -5897.9022640293879 39966.181710379467 -17049.738493026161 37548.881215533089 8136.8994573841919 -17690.784153134064 8817.4274934180776 -9753.743848987091
leaf_weight=4047600 8372 27 20 21 25 51 39 21 49 9640 27 39 1954 300 21 313 38 26 59 31 20 1898 407 42 347 34 552 582 717 532
leaf_count=4047600 8372 27 20 21 25 51 39 21 49 9640 27 39 1954 300 21 313 38 26 59 31 20 1898 407 42 347 34 552 582 717 532
internal_value=0 381.261 -16714.9 411.98 -458.793 -14128.3 -41873 -79705.3 -19173.7 1031.84 -2774.99 -268.831 270.619 -3948.28 -32867.2 1125.27 486.181 4022.29 5948.55 -8625.43 -4863.44 6735.39 -2855.81 707.222 -2720.02 -3368.65 -3878.25 -1960.29 -5004.33 907.209
internal_weight=0 26204 47 26157 10877 551 160 60 100 15280 391 364 10326 339 42 15238 12484 2754 2390 364 333 2331 433 12446 2806 2764 2730 2383 1831 1249
internal_count=4073804 26204 47 26157 10877 551 160 60 100 15280 391 364 10326 339 42 15238 12484 2754 2390 364 333 2331 433 12446 2806 2764 2730 2383 1831 1249
is_linear=0
shrinkage=0.1


Tree=4006
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 2 4 6 4 1 4 6 4 6 6 4 6 6 4 0 4 1 6 3 6 6 0 6 1 6
split_gain=3.68019e+11 3.52153e+12 1.44076e+13 4.67631e+13 8.81124e+13 3.73928e+13 3.54975e+13 2.61913e+13 2.52747e+13 4.45284e+13 4.27869e+13 4.52123e+13 4.26273e+13 8.59979e+13 5.57712e+13 4.98554e+13 4.14612e+13 3.82579e+13 3.53518e+13 6.32421e+13 1.62584e+14 5.76297e+13 3.05701e+13 2.95994e+13 2.75405e+13 2.46957e+13 2.4115e+13 2.35379e+13 2.70469e+13 2.33827e+13
threshold=451.00000000000006 55.988910100000005 55.93962770000001 37.71815560000001 37.897576350000001 75.000000000000014 9.5000000000000018 62.625000000000007 8.5000000000000018 37.517483500000004 19.500000000000004 60.910000000000004 15.500000000000002 90.045000000000016 61.025000000000006 17.500000000000004 86.030000000000015 78.605000000000004 7.5000000000000009 55.972700350000004 5.5000000000000009 37.318079750000003 75.605000000000004 8.5000000000000018 74.015000000000015 40.610000000000007 55.972700350000004 72.50500000000001 37.131181300000009 39.810000000000009
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 5 6 -4 -5 -8 18 10 11 26 13 17 -14 16 27 -13 19 -7 -21 -20 -17 -11 25 -12 -10 -16 -29 -6
right_child=-2 -3 3 4 29 8 7 -9 9 23 24 12 14 -15 15 22 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=37.154432478559819 -13.421947292754451 -747.28722927335969 -3161.7329091646443 -4307.4887575675484 -3361.5037899754507 914.73757297137081 -13310.010736202335 -35929.961861909389 14226.682482757275 15707.937988552903 9962.0173419596358 28235.762382988458 -172104.94315476192 174562.99486762154 -16932.347207108349 123417.78700284092 -60216.214681724261 -49170.063330696205 -69188.546112818978 30280.392970076849 325547.43390624999 11080.894802438837 4855.2188839934597 53413.426949176486 9900.5659244051858 -38254.535844471691 33601.860956191689 77827.541046626982 1179.9997608564054 9167.6583629938086
leaf_weight=604814 3396489 49214 2660 2709 2132 2140 1444 793 1426 396 150 333 21 36 475 44 162 79 169 276 20 190 43 439 440 364 1169 63 171 4943
leaf_count=604814 3396489 49214 2660 2709 2132 2140 1444 793 1426 396 150 333 21 36 475 44 162 79 169 276 20 190 43 439 440 364 1169 63 171 4943
internal_value=0 67.3062 131.133 2571.95 -1766.25 7200.87 -12005.9 -21328.6 10403.8 14162.3 10576.4 15092.5 794.897 26344.5 -10896.9 -7363.07 -14572.9 13393.4 2589.76 6907.17 50230.9 -26706.1 64817.9 35531.5 -8463.42 -24183.6 22954.8 -4143.79 21815.9 5392.09
internal_weight=0 677315 628101 23287 12021 11266 4946 2237 8606 5811 4976 4022 1427 448 979 958 871 412 2795 2436 296 359 87 835 954 514 2595 709 234 7075
internal_count=4073804 677315 628101 23287 12021 11266 4946 2237 8606 5811 4976 4022 1427 448 979 958 871 412 2795 2436 296 359 87 835 954 514 2595 709 234 7075
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=31
num_cat=0
split_feature=4 5 2 5 1 1 1 4 3 6 4 0 7 3 2 1 2 1 0 0 4 1 6 1 5 0 4 5 6 1
split_gain=3.74529e+11 2.75827e+12 8.21747e+12 1.62312e+13 4.19254e+13 1.08949e+13 2.69713e+13 1.77335e+13 2.41825e+13 2.29029e+13 1.05685e+13 2.40447e+13 1.03974e+13 1.29723e+13 3.53959e+13 2.79546e+13 2.24172e+13 1.32755e+13 1.22491e+13 1.48098e+13 1.10633e+13 9.29472e+12 8.92573e+12 8.48362e+12 6.85706e+12 1.44267e+13 3.454e+12 3.39349e+12 7.73065e+12 1.28958e+13
threshold=5.5000000000000009 5.5000000000000009 2632.5000000000005 6.5000000000000009 37.768783500000005 30.345769800000003 38.247071200000008 4.5000000000000009 2.5000000000000004 138.05000000000004 3.5000000000000004 59.699368850000006 6.0000000000000009 2.5000000000000004 4556.0000000000009 50.815483650000004 4829.0000000000009 47.386825600000002 44.046956350000009 53.379556850000007 3.5000000000000004 39.843340650000009 168.45000000000002 39.712886600000012 6.5000000000000009 59.933037250000005 2.5000000000000004 3.5000000000000004 189.00000000000003 47.17130860000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 10 8 -4 -9 26 -12 13 16 15 17 18 21 -8 23 -18 -15 -11 -20 25 -13 -7 -1 -29 -30
right_child=-2 2 5 -5 -6 6 12 9 -10 22 11 24 -14 14 -16 -17 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=18.633918557166652 -18.959464857700858 -164174.46293750001 96393.7578125 17129.095808699327 11168.970260416667 29639.164644949778 46068.125480769231 -131175.66972204138 -34875.147352430555 16984.993069556451 154272.0029761905 -43548.668815104174 -69029.709277343747 -53861.720312500001 134633.0575037176 93260.523526278412 -36665.835516826926 -100235.5233487216 -5691.0880434782612 37324.788626534595 -133018.68306995739 30268.367743130391 -60906.143750000003 -85313.068994140631 80130.331929347827 58347.714817116481 -26454.539087975543 1177.3796982016511 -17856.234091032609 1975.2622483719695
leaf_weight=1102205 2928705 25 23 37 30 21 39 27 36 31 21 24 28 24 22 22 26 22 23 28 22 29 28 32 23 33 23 40857 575 763
leaf_count=1102205 2928705 25 23 37 30 21 39 27 36 31 21 24 28 24 22 22 26 22 23 28 22 29 28 32 23 33 23 40857 575 763
internal_value=0 48.4907 -6231.33 -34081.7 -68532.6 -2010.19 5495.34 -25924.3 16297.5 -54890.5 41220.6 59039.8 -10845.9 -5208.67 20114.1 -5859.26 -22934.6 -34934.4 -157.068 -21877.3 -80827.6 -7828.28 -19980.3 -52016.6 34041.3 15444 317.456 52.3265 932.433 -6547.24
internal_weight=0 1.1451e+06 699 92 55 607 462 145 59 86 145 101 317 289 119 97 170 75 122 83 48 53 59 55 80 57 44 1.1444e+06 42195 1338
internal_count=4073804 1145099 699 92 55 607 462 145 59 86 145 101 317 289 119 97 170 75 122 83 48 53 59 55 80 57 44 1144400 42195 1338
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=31
num_cat=0
split_feature=6 4 3 0 0 5 4 3 1 2 5 3 2 2 2 2 0 5 0 0 3 5 4 4 1 3 0 3 0 5
split_gain=3.88962e+11 9.35687e+11 9.05291e+12 6.41088e+12 6.18987e+12 4.17626e+12 6.0178e+12 4.43766e+12 3.27373e+12 3.05046e+12 2.53952e+12 5.93005e+12 4.64845e+12 1.01825e+13 4.57331e+12 2.89162e+12 2.23805e+12 2.10349e+12 2.23561e+12 8.35232e+12 8.08249e+12 1.51153e+13 5.17941e+12 4.92078e+12 6.08589e+12 5.95815e+12 2.03473e+12 1.14757e+13 7.27152e+12 6.48337e+12
threshold=247.90000000000001 3.5000000000000004 2.5000000000000004 54.947759400000002 56.342669500000007 4.5000000000000009 2.5000000000000004 1.5000000000000002 38.066230450000006 3191.5000000000005 2.5000000000000004 1.5000000000000002 2892.5000000000005 5611.5000000000009 2882.5000000000005 2970.5000000000005 54.988402950000008 7.5000000000000009 43.472751400000007 43.550475500000012 3.5000000000000004 2.5000000000000004 10.500000000000002 9.5000000000000018 47.504912950000005 4.5000000000000009 45.055912800000009 2.5000000000000004 44.046956350000009 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 8 9 -8 -2 -7 14 12 -12 -14 -10 -16 -17 18 20 -20 21 -3 23 24 25 -22 27 -21 29 -29
right_child=1 17 3 4 -6 6 7 -9 10 -11 11 -13 13 -15 15 16 -18 -19 19 26 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.86541316166855342 -27871.790471540178 2885.1241486922554 71487.770085685479 -29417.084140625004 42897.316756465523 -69926.297894021744 33221.769791666673 -28070.563095238096 23519.290436827461 -20367.351388888888 -3701.587002840909 -9221.7587766011548 105752.52417515346 18132.535036892365 -44731.056178977276 10131.012386067709 -22852.914965142147 -26414.543258351292 55869.412820870537 49471.969698660716 59992.552554086542 -85044.360236672801 -31400.941579818726 57839.730678013402 -28517.810913085938 -647.4735283430233 -176.20615836293882 -77920.257440476198 6928.4140736607142 1634.7937744140627
leaf_weight=4070611 28 46 31 20 29 23 27 21 53 27 22 48 21 36 22 48 36 29 28 56 26 34 32 21 36 43 2099 21 210 20
leaf_count=4070611 28 46 31 20 29 23 27 21 53 27 22 48 21 36 22 48 36 29 28 56 26 34 32 21 36 43 2099 21 210 20
internal_value=0 1103.28 5114.21 35897.5 13381.2 -863.131 -18884.9 6406.37 4761.49 -43164.5 7956.36 18500 35343.5 50413.6 -465.265 -12457.5 -4004.96 372.665 663.394 1567.89 -8586.83 -34484.9 4526.13 13650.5 4812.61 22202.4 935.956 8539.96 -592.281 -39112.9
internal_weight=0 3193 492 80 49 412 98 48 314 50 286 127 79 57 159 106 84 2701 2672 2434 238 80 158 126 105 69 2406 307 251 41
internal_count=4073804 3193 492 80 49 412 98 48 314 50 286 127 79 57 159 106 84 2701 2672 2434 238 80 158 126 105 69 2406 307 251 41
is_linear=0
shrinkage=0.1


Tree=4009
num_leaves=31
num_cat=0
split_feature=4 3 1 1 6 2 0 0 1 0 6 5 6 6 6 1 6 0 0 0 5 0 6 1 1 0 0 0 1 1
split_gain=3.73036e+11 2.5783e+12 5.25096e+12 1.0936e+13 8.33176e+12 8.10846e+12 2.01199e+13 1.60129e+13 1.36029e+13 1.0877e+13 1.44104e+13 1.05411e+13 3.06923e+13 7.40503e+12 7.31224e+12 6.90892e+12 1.63808e+13 1.72039e+13 3.09554e+13 2.94847e+13 1.03479e+13 9.91807e+12 8.15067e+12 1.39339e+13 4.12104e+13 1.1283e+13 9.90493e+12 5.34118e+13 2.15089e+13 2.13473e+13
threshold=9.5000000000000018 8.5000000000000018 37.442254400000003 37.318079750000003 134.05000000000004 75.000000000000014 55.554045200000012 55.633951400000008 37.425454150000007 55.721784200000009 58.995000000000012 2.5000000000000004 44.205000000000005 45.005000000000003 45.995000000000012 37.702956500000006 64.805000000000021 55.897267000000006 55.702806750000008 55.759969450000007 3.5000000000000004 56.288960650000007 32.805000000000007 37.631035900000008 37.586700500000006 55.81943720000001 55.737027400000009 55.676890650000011 37.517483500000004 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -7 14 11 12 -11 -8 -9 16 22 18 20 -20 -18 -19 23 24 -4 -25 27 -24 -29 -30
right_child=-2 2 15 5 -6 8 7 9 -10 10 -12 -13 -14 -15 -16 -17 17 21 19 -21 -22 -23 26 25 -26 -27 -28 28 29 -31
leaf_value=-10.955056617176769 28.186015825308534 206.60487612542963 -304.00009241667516 -48864.066832386365 64834.974267578131 9084.0634445319083 99714.003631449857 17843.386067708336 -51166.473941040043 -6043.024548809346 108130.69786931819 -25107.928314887155 122354.41563173491 38693.833071157096 -51976.555531005863 -737.2858845737594 -22934.185797283117 86879.477441406256 -144248.58897675303 -13789.386770833335 30289.641687309453 -1397.2021693638394 -2313.8280148225995 3648.9615801411292 85160.475379381678 -67368.921383928566 3787.4011060979337 -113185.84273897059 30398.103324497773 -58360.924680989585
leaf_weight=1830206 2181312 7613 219 33 20 593 43 30 40 52 22 36 29 37 30 50308 335 20 41 30 41 35 1399 62 76 35 901 51 35 120
leaf_count=1830206 2181312 7613 219 33 20 593 43 30 40 52 22 36 29 37 30 50308 335 20 41 30 41 35 1399 62 76 35 901 51 35 120
internal_value=0 -32.4876 -665.197 1632.28 375.944 11780 24974 33707.6 5276.76 18517.8 33877.9 19915.9 39926.4 71492.2 -17066.6 -1032.14 -5394.93 -22072.2 -28565.9 -89125 -17130.5 30703.4 -2506.04 10902.9 21714 -21976 -4603.53 -9313.96 -56853.7 -38318.6
internal_weight=0 1.89249e+06 62286 8578 7633 945 312 279 633 199 139 117 81 80 60 53708 3400 502 447 71 376 55 2898 392 295 97 2506 1605 206 155
internal_count=4073804 1892492 62286 8578 7633 945 312 279 633 199 139 117 81 80 60 53708 3400 502 447 71 376 55 2898 392 295 97 2506 1605 206 155
is_linear=0
shrinkage=0.1


Tree=4010
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 1 6 1 7 4 0 1 6 1 6 6 6 4 6 4 6 0 1 5 3 6 5 4 4 6
split_gain=3.77033e+11 8.06991e+12 2.10066e+13 3.0097e+13 8.29392e+13 1.33947e+14 7.65676e+13 6.21948e+13 5.89037e+13 8.01218e+13 5.73634e+13 5.30302e+13 7.73985e+13 6.17175e+13 1.0791e+14 8.96697e+13 1.99739e+14 8.58993e+13 8.93691e+13 1.41713e+14 1.03017e+14 1.53201e+14 8.07428e+13 2.99213e+14 1.1545e+14 9.27306e+13 8.03533e+13 6.86377e+13 6.66654e+13 9.10309e+13
threshold=55.753967500000009 55.783232450000007 36.605000000000011 8.5000000000000018 37.563506350000004 37.682335600000009 40.490000000000002 37.425454150000007 6.0000000000000009 3.5000000000000004 55.768246800000007 37.649344350000007 112.00500000000001 37.600779750000008 54.010000000000012 42.605000000000011 44.820000000000007 27.500000000000004 61.025000000000006 10.500000000000002 66.990000000000023 55.759969450000007 37.586700500000006 1.5000000000000002 5.5000000000000009 38.995000000000012 2.5000000000000004 9.5000000000000018 15.500000000000002 64.015000000000015
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 -4 6 -6 10 -7 -10 -5 12 13 22 15 -15 -17 18 -16 27 28 -22 25 -24 -25 -9 -18 -20 29 -21
right_child=1 -3 3 7 5 8 -8 11 9 -11 -12 -13 -14 14 17 16 26 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=23.887231949999009 2834.5927984568539 8.2661414077164057 -20920.094771423792 30861.3650900147 98902.594003906255 -397.49502467982819 25467.787137874209 -45979.215382434457 -59455.632278645833 69426.549696709859 860.34842920780181 -2325.2784186087047 168089.66191406251 -27967.199213142205 -82815.425209628942 139816.83817459366 -9209.8974551140345 60793.71395970395 -88418.088380408662 -17203.642812500002 -18782.391311640222 -258301.95237165177 282827.92151162791 66397.923059475812 -216446.80995370369 -3040.896499169427 194640.3096875 -272480.248046875 11538.422839626737 251663.01157513788
leaf_weight=2520097 10976 1490295 1384 954 160 9815 1261 558 60 246 1920 27877 24 788 489 118 583 76 130 20 577 28 43 31 27 5099 20 24 90 34
leaf_count=2520097 10976 1490295 1384 954 160 9815 1261 558 60 246 1920 27877 24 788 489 118 583 76 130 20 577 28 43 31 27 5099 20 24 90 34
internal_value=0 -38.7448 -1143.59 -1976.31 2212.29 4986.09 33736.3 -3346.64 949.529 44155.5 10818.9 -4457.89 -11245.3 -11738 -23428.1 -4649.66 20834.7 -42731.1 -48383.3 -29737.4 -11774.3 -29867.6 -5694 82929.4 -65271.2 -7276.28 -2448.7 -117103 64242.6 152083
internal_weight=0 1.55371e+06 63412 52436 12926 11542 1421 39510 10121 306 2874 36636 8759 8735 2977 1509 721 1468 1392 903 749 605 5758 101 58 5657 603 154 144 54
internal_count=4073804 1553707 63412 52436 12926 11542 1421 39510 10121 306 2874 36636 8759 8735 2977 1509 721 1468 1392 903 749 605 5758 101 58 5657 603 154 144 54
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=31
num_cat=0
split_feature=3 7 4 1 1 1 6 1 6 2 5 0 4 1 1 5 6 6 6 1 0 1 0 0 0 1 1 1 1 6
split_gain=4.0527e+11 4.0099e+12 1.67041e+13 1.21428e+13 5.87764e+13 2.21047e+13 2.24706e+13 2.41825e+13 2.08261e+13 1.69233e+13 1.6478e+13 1.63613e+13 3.93376e+13 3.24999e+13 3.43685e+13 3.28324e+13 5.4459e+13 3.58521e+13 3.56356e+13 4.37186e+13 1.96857e+13 2.00372e+13 4.15531e+13 1.98833e+13 6.20496e+13 5.18277e+13 5.3734e+13 4.71046e+13 3.82754e+13 3.15474e+13
threshold=7.5000000000000009 6.0000000000000009 12.500000000000002 82.956351500000011 82.93515810000001 61.400814300000008 189.00000000000003 47.386825600000002 142.05000000000004 3338.0000000000005 2.5000000000000004 59.963561900000009 10.500000000000002 30.260128500000004 30.345769800000003 1.5000000000000002 54.010000000000012 89.00500000000001 73.41500000000002 30.323041000000003 45.109778000000006 30.260128500000004 59.764576050000009 59.882709350000006 59.864072000000007 30.370944000000005 30.425503950000003 30.345769800000003 30.345769800000003 79.710000000000022
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 3 4 5 6 8 -8 9 11 -6 20 13 -13 15 -15 -17 18 19 -18 -3 22 -22 24 -23 27 -27 29 -26 -25
right_child=1 2 -4 -5 10 -7 7 -9 -10 -11 -12 12 -14 14 -16 16 17 -19 -20 -21 21 23 -24 25 28 26 -28 -29 -30 -31
leaf_value=-21.043412949988323 -106.32667123752549 11212.468080681658 -45.18241322254395 482.03115817326125 37646.690702930398 9252.4248613069049 16760.499273255813 145663.13330965908 -39880.102120996904 -1185.7814321659368 100059.60595222849 -49902.653267368056 4137.821213015518 19671.929667743239 -84887.89678867886 217370.96032608696 -11429.239968297101 -32810.191817434206 136124.49992439518 101140.97887228261 139579.86634615387 1422.4818213402959 11627.69800844461 -11949.705050485582 7036.1891758294751 58958.553106037623 -56606.322158203126 -60102.874461805557 97972.328457754629 18185.670373890702
leaf_weight=2818986 721862 2260 413749 72066 138 4185 43 22 121 13979 61 43 2076 249 21 23 69 38 62 69 26 19338 1066 2215 81 206 50 180 108 412
leaf_count=2818986 721862 2260 413749 72066 138 4185 43 22 121 13979 61 43 2076 249 21 23 69 38 62 69 26 19338 1066 2215 81 206 50 180 108 412
internal_value=0 47.2746 255.32 1298.32 2546.2 2316.29 1637.4 60389.1 1547.94 1665.7 56778.3 3059.82 10544.4 33715 40486.3 45648.8 70431.3 56231.3 73149.1 44855.9 2295.27 1444.29 14674.2 804.755 1979.77 -6686.08 36387.3 -10614.4 58999.7 -7223.49
internal_weight=0 1.25482e+06 532956 119207 47141 46942 42757 65 42692 42571 199 28592 2650 574 531 510 261 238 200 138 25942 23682 1092 22590 19527 3063 256 2807 189 2627
internal_count=4073804 1254818 532956 119207 47141 46942 42757 65 42692 42571 199 28592 2650 574 531 510 261 238 200 138 25942 23682 1092 22590 19527 3063 256 2807 189 2627
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 7 6 3 1 6 6 6 7 4 6 6 1 3 3 1 6 0 6 1 6 6 1 1 3 1
split_gain=4.33257e+11 7.15469e+12 3.24162e+13 2.64445e+13 6.8521e+13 3.11791e+13 1.95999e+13 1.78418e+13 2.26168e+13 4.06537e+13 6.81605e+13 5.55092e+13 2.1103e+13 2.06935e+13 2.61177e+13 2.30688e+13 1.92917e+13 1.92357e+13 1.8919e+13 1.89007e+13 1.51894e+13 1.39655e+13 2.30588e+13 4.27485e+13 4.00911e+13 8.68001e+13 7.30821e+13 4.65933e+13 3.47654e+13 2.18761e+13
threshold=17.500000000000004 45.040161900000008 45.047736150000013 38.999037500000007 39.023883200000007 6.0000000000000009 83.820000000000007 11.500000000000002 38.91194105000001 82.905000000000015 72.50500000000001 103.03500000000001 6.0000000000000009 24.500000000000004 106.49500000000002 104.01000000000001 38.989878900000008 21.500000000000004 8.5000000000000018 38.97264950000001 122.65000000000002 45.029425500000009 70.00500000000001 39.105193450000009 82.00500000000001 83.010000000000005 38.965413050000002 39.079932600000006 7.5000000000000009 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -6 8 9 10 -3 18 13 14 15 -9 17 -15 -11 -16 -13 -2 23 -23 27 26 -26 28 -24 -27
right_child=1 2 -4 4 5 -7 -8 12 -10 11 -12 20 -14 16 19 -17 -18 -19 -20 -21 -22 22 24 -25 25 29 -28 -29 -30 -31
leaf_value=-14.468909863485365 -313.70674176240351 10844.678629032258 107.011164791776 -95172.397759860905 14647.713079154782 -45186.607737886239 109322.81080729168 -4877.7076527845684 16836.881117458055 -79060.180841619323 215867.79678308824 147216.11886160713 30276.323290420161 28706.173772151298 -31347.688349313448 103941.35710937501 -8694.0833033203126 118387.74628557477 36303.552008928578 -134977.04648437499 36179.821377840912 -3195.2898197573877 51808.493493303569 -22804.800026329856 -213370.04921875001 20844.664018058778 21367.239750744047 91977.502307412797 -286.65121597864635 -8439.7217790072209
leaf_weight=3403783 35038 31 623721 82 246 89 24 751 1188 44 34 28 287 164 66 20 125 28 21 24 22 4370 175 1491 36 344 21 86 478 987
leaf_count=3403783 35038 31 623721 82 246 89 24 751 1188 44 34 28 287 164 66 20 125 28 21 24 22 4370 175 1491 36 344 21 86 478 987
internal_value=0 73.5037 159.106 10083.5 -12695.4 6143.39 23063.3 13629.4 21841.8 54874.6 118088 19145.5 5960.74 36.6563 -8005.49 -2054.9 21879.8 41784.7 -41788.8 -58982.2 98360.1 -1173.93 -4947.16 -8183.82 3971.55 -6046.15 -126888 22786.9 13674.5 -871.105
internal_weight=0 670021 626995 3274 441 359 270 2833 1368 180 65 115 1465 1178 861 771 317 192 65 90 50 43026 7988 5861 2127 1388 57 739 653 1331
internal_count=4073804 670021 626995 3274 441 359 270 2833 1368 180 65 115 1465 1178 861 771 317 192 65 90 50 43026 7988 5861 2127 1388 57 739 653 1331
is_linear=0
shrinkage=0.1


Tree=4013
num_leaves=31
num_cat=0
split_feature=2 1 7 1 0 6 6 4 0 6 6 6 6 4 6 1 0 3 4 4 0 4 3 4 4 0 0 3 0 0
split_gain=3.95508e+11 3.5339e+12 1.54612e+13 3.36156e+13 3.01732e+13 5.24136e+13 3.78686e+13 3.71101e+13 1.06766e+14 6.53144e+13 4.63491e+13 3.93568e+13 3.38513e+13 4.73126e+13 4.17888e+13 3.19842e+13 3.06557e+13 4.8649e+13 2.86752e+13 2.97189e+13 2.76713e+13 2.72211e+13 2.51958e+13 2.35682e+13 3.7973e+13 9.22937e+13 5.80844e+13 4.74466e+13 3.43466e+13 3.12746e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.755233900000007 55.922096200000006 60.910000000000004 104.01000000000001 5.5000000000000009 55.418618900000006 73.41500000000002 86.920000000000016 75.010000000000005 83.820000000000007 11.500000000000002 82.00500000000001 37.729575300000008 55.60524465000001 6.5000000000000009 13.500000000000002 15.500000000000002 55.579943700000008 7.5000000000000009 2.5000000000000004 24.500000000000004 23.500000000000004 55.753967500000009 55.633951400000008 8.5000000000000018 55.710673100000008 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 18 9 -9 -3 12 -11 14 -14 21 -6 -16 -18 -7 -20 -13 -10 -15 24 -23 26 -26 -27 -25 -30
right_child=-2 2 -4 -5 5 6 -8 8 10 11 -12 20 13 22 16 -17 17 -19 19 -21 -22 23 -24 28 25 27 -28 -29 29 -31
leaf_value=-124.58700268593464 -13.914191879759471 952.93398650507243 -943.28325910207684 344.28662301774011 24466.547359338245 1960.5542209826017 -144953.34969200721 184943.40800494025 39374.900778087045 -147751.17803308825 30594.24506906874 -120503.98069365531 -154068.52572544644 91297.076054687495 181207.10553977275 -5377.7655277666527 130594.6310546875 -67319.285971467398 -153317.80855654762 -31833.809170544686 -23378.371467729052 5691.1322807821862 -27253.689042178466 67369.549242504218 -89965.558750000011 -209254.63166118422 56166.454411764716 -27279.680434782611 -71743.150952743905 20421.317692553239
leaf_weight=392867 3396489 3023 70735 192339 541 304 26 34 247 34 826 33 28 20 22 1068 27 23 21 490 264 13434 173 148 40 38 85 23 41 361
leaf_count=392867 3396489 3023 70735 192339 541 304 26 34 247 34 826 33 28 20 22 1068 27 23 21 490 264 13434 173 148 40 38 85 23 41 361
internal_value=0 69.7746 338.218 762.371 4524.61 -5917.58 -26148.7 5876.51 7931.81 -3664.68 7544.43 -45837 6250.13 -32592.2 6842.59 4656.9 82837.1 39554.2 -22358.6 -36826.3 -34170.1 6463.07 -14968.6 5889.37 5069.83 -39804.2 9404.21 -140641 26184.2 11021.5
internal_weight=0 677315 284448 213713 21374 2450 841 18924 15570 3354 15536 331 14710 221 14489 1609 72 50 815 511 297 14417 193 14170 13620 186 125 61 550 402
internal_count=4073804 677315 284448 213713 21374 2450 841 18924 15570 3354 15536 331 14710 221 14489 1609 72 50 815 511 297 14417 193 14170 13620 186 125 61 550 402
is_linear=0
shrinkage=0.1


Tree=4014
num_leaves=31
num_cat=0
split_feature=6 2 0 0 3 1 4 6 1 3 0 0 4 6 6 5 4 3 3 4 3 6 6 6 4 6 1 3 6 4
split_gain=4.02152e+11 3.91577e+12 7.26415e+12 1.98644e+13 2.26762e+13 4.82139e+13 3.52212e+13 1.97861e+13 1.71898e+13 1.70104e+13 6.07755e+13 3.39441e+13 6.8919e+13 3.87925e+13 8.22167e+13 5.58276e+13 3.85029e+13 3.81034e+13 3.89829e+13 3.25233e+13 1.19902e+14 2.96856e+13 2.82464e+13 2.95485e+13 2.68282e+13 4.1501e+13 4.09075e+13 2.93274e+13 2.64193e+13 2.57165e+13
threshold=88.00500000000001 3999.0000000000005 45.067157700000003 45.082176650000008 12.500000000000002 38.958307950000012 16.500000000000004 108.05000000000001 45.71452080000001 12.500000000000002 45.063245050000006 45.063245050000006 18.500000000000004 128.05000000000004 105.00500000000001 4.5000000000000009 9.5000000000000018 9.5000000000000018 3.5000000000000004 16.500000000000004 9.5000000000000018 114.05000000000001 118.04500000000002 108.05000000000001 9.5000000000000018 100.05000000000001 39.004719500000007 3.5000000000000004 92.02500000000002 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 4 -4 6 -6 -7 9 11 28 -2 13 14 19 17 22 18 -15 24 -21 -18 23 -16 25 26 -13 -26 -11 -30
right_child=1 -3 3 -5 5 7 -8 -9 -10 10 -12 12 -14 15 16 -17 21 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=7.6795175619844631 1395.6901874344658 450.95452905210954 -13965.625495212613 -585.1918733468757 16749.449944196429 7812.3906091133385 172696.264765625 -72454.840855577262 -38826.522557237411 -16083.14334817995 -43423.526758624052 135031.0965122768 -70205.549553571429 5462.9302163461543 82268.861467633935 103732.05711741728 148893.15359760803 68229.332083333327 -94618.179547559601 170916.82537364133 -112925.76983309659 67805.322556678919 92281.587664675259 -43178.286211622813 -60827.920756172847 -28281.616654265876 21414.765472495721 5033.451224702495 16304.501343017822 -1875.2016621690746
leaf_weight=3844148 21875 77337 1963 120847 28 209 30 36 108 965 361 56 84 65 28 34 81 30 97 46 22 102 51 57 81 63 73 409 999 3519
leaf_count=3844148 21875 77337 1963 120847 28 209 30 36 108 965 361 56 84 65 28 34 81 30 97 46 22 102 51 57 81 63 73 409 999 3519
internal_value=0 -128.545 -422.775 -759.131 -10035.4 15426.7 97411.6 -3981.98 995.078 1142.88 -3680.14 2354.96 17571.8 23265.5 31223.5 -14376.6 73746.8 -35291.6 -54462.2 13136.9 79085.4 103697 33446.5 -1854.52 6561.43 38246.2 70736.6 -5853.84 -1063.45 2144.61
internal_weight=0 229656 152319 123113 2266 303 58 245 29206 29098 5844 23254 1379 1295 1069 226 319 192 162 750 68 183 136 85 682 192 129 490 5483 4518
internal_count=4073804 229656 152319 123113 2266 303 58 245 29206 29098 5844 23254 1379 1295 1069 226 319 192 162 750 68 183 136 85 682 192 129 490 5483 4518
is_linear=0
shrinkage=0.1


Tree=4015
num_leaves=31
num_cat=0
split_feature=4 3 0 1 6 5 1 0 6 0 6 1 1 6 6 3 6 1 1 0 6 1 0 0 0 7 6 6 1 6
split_gain=4.43241e+11 5.82711e+12 1.08373e+13 1.09135e+13 2.66651e+13 1.52617e+13 4.07882e+13 2.84988e+13 1.57173e+13 1.48112e+13 1.10731e+13 1.06879e+13 3.71325e+13 2.94612e+13 2.22825e+13 1.95248e+13 1.8673e+13 1.56657e+13 1.98138e+13 1.62325e+13 1.69512e+13 1.61696e+13 1.58393e+13 9.0005e+13 4.11102e+13 4.05584e+13 3.26238e+13 3.08722e+13 3.02216e+13 2.44982e+13
threshold=17.500000000000004 15.500000000000002 44.685196900000008 37.780517050000007 91.02500000000002 2.5000000000000004 39.939672500000007 44.046956350000009 110.01500000000001 43.550475500000012 88.825000000000003 37.631035900000008 37.649344350000007 54.710000000000008 49.895000000000003 16.500000000000004 40.905000000000008 37.563506350000004 37.543519500000009 55.775215600000003 41.705000000000005 37.534144550000008 55.696737300000009 55.753967500000009 55.649510000000014 6.0000000000000009 74.615000000000009 40.905000000000008 37.618684050000006 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 -1 3 4 -3 9 7 -7 -9 -5 -11 17 13 14 15 16 -13 18 21 -20 -21 -4 24 25 29 -24 28 -26 -25 -19
right_child=-2 2 11 5 -6 6 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 22 19 20 -22 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.14572386171352708 74.345813780923848 -17195.360937140969 -2525.7566918358443 34929.371264648442 -146110.15111607144 119682.40772804055 -92375.852500000008 -64444.289687500001 45585.527256651185 -24023.554988789241 -98386.152272727282 28240.614711828403 -420.90696506086874 75662.523331277407 -55831.867514648446 -42814.996116286056 140545.95820312502 -7113.0485216359411 42590.534917721809 -49785.423156250006 24618.696604282042 -25931.828780532043 -257964.25871803981 -42286.411638939564 -8734.1460370038021 -77905.15064655173 73638.3476161859 113965.48963145382 45473.314598239202 -59698.521986607149
leaf_weight=3360895 670021 68 8324 40 21 37 25 20 37 223 22 57 32114 114 40 26 20 567 174 50 79 306 22 197 37 29 39 46 49 105
leaf_count=3360895 670021 68 8324 40 21 37 25 20 37 223 22 57 32114 114 40 26 20 567 174 50 79 306 22 197 37 29 39 46 49 105
internal_value=0 -14.6347 -1172.89 -15913.9 -47613.5 -8930.55 21148.2 51340.7 6978.57 -21489.7 -30701 -1001.47 -117.924 37742 7511.68 32111.1 57410.8 -3854.77 -2473.21 22661.3 -4220.11 -3355.68 -15166.8 -33228.6 -7128.73 -155578 -11334.5 59268.1 -24805.8 -15329.5
internal_weight=0 3.40378e+06 42888 493 89 404 119 94 57 285 245 42395 32371 257 143 103 77 10024 8933 303 129 8630 1091 336 755 51 285 83 246 672
internal_count=4073804 3403783 42888 493 89 404 119 94 57 285 245 42395 32371 257 143 103 77 10024 8933 303 129 8630 1091 336 755 51 285 83 246 672
is_linear=0
shrinkage=0.1


Tree=4016
num_leaves=31
num_cat=0
split_feature=3 4 7 6 6 6 0 0 3 6 3 6 6 6 1 3 4 1 5 6 5 3 0 5 6 0 1 3 2 0
split_gain=4.78514e+11 3.0017e+12 7.28745e+12 9.76081e+12 7.98416e+12 1.1284e+13 8.20662e+12 2.22927e+13 3.63551e+13 1.21926e+14 3.96563e+13 3.63662e+13 2.2231e+13 2.45847e+13 1.62613e+13 1.31773e+13 1.14906e+13 2.25696e+13 2.25144e+13 1.04409e+13 1.0192e+13 1.67816e+13 1.14927e+13 1.0283e+13 1.7827e+13 1.18029e+13 1.13878e+13 1.71916e+13 1.10944e+13 2.98365e+13
threshold=14.500000000000002 24.500000000000004 6.0000000000000009 189.00000000000003 156.15000000000003 168.45000000000002 55.696737300000009 55.728148450000006 16.500000000000004 79.710000000000022 17.500000000000004 69.015000000000015 84.00500000000001 59.505000000000003 39.178027400000005 30.500000000000004 27.500000000000004 37.924401400000008 1.5000000000000002 57.995000000000012 3.5000000000000004 19.500000000000004 55.026775150000006 1.5000000000000002 44.605000000000011 47.207933300000008 82.975438000000011 15.500000000000002 3191.5000000000005 54.604289300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 8 9 -8 11 19 13 16 15 -3 17 18 -12 -10 23 -22 -23 24 26 -26 -16 -28 29 -25
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 12 -13 -14 -15 20 -17 -18 -19 -20 -21 21 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=-9.9338546648366943 335.61053565163792 -5507.8586942575275 -889.06660005647939 -32550.78476899246 56184.697731854838 -7317.7075520833332 14899.148641817688 1526.4165129095804 17829.833243534486 -240863.82116477273 37633.046170176633 216341.76804687502 90773.649460565473 -16725.167864833737 470.18231158242446 50714.123288690476 -18984.816082589285 7519.9646901376473 129174.73909801136 109187.37663352274 41128.970458984375 -72901.419475446441 -12856.900923775338 36742.660357728942 -76953.340903320321 -12804.56414378051 64276.802452256954 5320.8289155211633 3482.2018932354131 -2275.6743631998702
leaf_weight=3758080 210909 5617 71440 87 62 51 122 19997 29 22 69 20 42 156 2369 42 35 97 44 22 33 56 74 388 30 653 72 158 2632 396
leaf_count=3758080 210909 5617 71440 87 62 51 122 19997 29 22 69 20 42 156 2369 42 35 97 44 22 33 56 74 388 30 653 72 158 2632 396
internal_value=0 118.243 -319.144 900.79 988.217 27524.3 897.831 2122.35 20233.2 -24175.7 32674.6 102057 21554.6 14304.8 -1122.34 -5090.59 34062.6 42903.8 73277.6 57239 2150.71 -22556 -38722.2 2751.96 -1245.43 -15622.2 2532.7 23776.6 6592.55 17034.4
internal_weight=0 315724 104815 33375 33288 113 33175 20655 658 144 514 71 443 401 12520 5659 245 210 113 51 6861 163 130 6698 3282 683 2599 230 3416 784
internal_count=4073804 315724 104815 33375 33288 113 33175 20655 658 144 514 71 443 401 12520 5659 245 210 113 51 6861 163 130 6698 3282 683 2599 230 3416 784
is_linear=0
shrinkage=0.1


Tree=4017
num_leaves=31
num_cat=0
split_feature=3 1 6 6 7 4 0 3 1 6 6 1 0 6 3 3 1 4 5 6 6 1 0 7 1 0 1 2 0 0
split_gain=3.98676e+11 3.39729e+12 9.88743e+12 2.68032e+12 5.39275e+12 2.76051e+12 5.7447e+12 6.07147e+12 1.19064e+13 3.75019e+12 3.54557e+12 3.06599e+12 3.78426e+12 3.78196e+12 3.22733e+12 2.30088e+12 4.2538e+12 1.10528e+13 1.20296e+13 5.0163e+13 8.71596e+12 8.02949e+12 1.11702e+13 5.95854e+12 5.82358e+12 4.05675e+12 3.61773e+12 6.36406e+12 5.50766e+12 8.44203e+12
threshold=23.500000000000004 30.260128500000004 99.050000000000011 79.710000000000022 6.0000000000000009 25.500000000000004 60.01610465000001 24.500000000000004 30.205407000000005 36.005000000000003 49.895000000000003 30.242318500000007 60.034792100000011 34.905000000000008 24.500000000000004 24.500000000000004 30.370944000000005 24.500000000000004 2.5000000000000004 59.815000000000005 87.395000000000024 30.410676000000006 59.825842200000004 6.0000000000000009 30.315889700000003 59.990753350000013 82.963919600000011 6680.0000000000009 55.622114900000007 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 5 -5 6 7 -2 -9 11 -7 12 -8 -13 -14 16 17 18 19 23 -20 22 -18 -3 -25 -24 28 -28 29 -23
right_child=1 15 -4 4 -6 10 9 8 -10 -11 -12 13 14 -15 -16 -17 21 -19 20 -21 -22 26 25 24 -26 -27 27 -29 -30 -31
leaf_value=-2.6248442439855388 -3159.8585546875001 -17403.566510518394 -60172.952490234376 51207.624909855775 -7896.3250925164484 -10735.163845529865 -26647.5851732337 3029.6225990853659 89536.314588341353 -12920.057978025008 -59156.789023437508 56516.934499289775 22692.761101363878 -1477.9412024456524 -15300.444845920138 -138.22573065313128 -77720.5517578125 1982.8925899137485 -64764.354154829547 138913.24166165866 26448.497812500005 6601.214333871696 6866.4404312133793 -2278.1530184659091 45790.423225635597 -31116.122537815827 -8674.9660757211532 17414.410247527801 2983.4870482375213 -4996.5438986803274
leaf_weight=4045324 90 48 32 26 38 62 46 41 26 418 20 22 59 23 36 17127 29 715 22 39 20 832 70 44 59 47 130 333 5471 2555
leaf_count=4045324 90 48 32 26 38 62 46 41 26 418 20 22 59 23 36 17127 29 715 22 39 20 832 70 44 59 47 130 333 5471 2555
internal_value=0 372.835 -5542.15 -3614.71 16114.7 -5112.55 -3234.12 13807.5 36599.4 -7663.8 -22545.3 4148.64 -3104.48 26875.1 8295.34 574.504 1746.67 8136.82 27102.6 37808.6 -21329.7 1107.45 -22162.3 11695.5 25256.3 -8391.51 1471.94 10089.1 1021.53 -2147.61
internal_weight=0 28480 939 907 64 843 761 157 67 604 82 186 141 45 95 27541 10414 947 232 190 42 9467 146 151 103 117 9321 463 8858 3387
internal_count=4073804 28480 939 907 64 843 761 157 67 604 82 186 141 45 95 27541 10414 947 232 190 42 9467 146 151 103 117 9321 463 8858 3387
is_linear=0
shrinkage=0.1


Tree=4018
num_leaves=31
num_cat=0
split_feature=4 1 1 4 6 3 6 4 6 6 6 3 5 4 6 0 1 4 4 0 3 3 6 6 4 1 6 1 6 4
split_gain=3.9532e+11 3.87268e+12 3.7412e+13 6.73103e+13 2.30036e+13 2.62751e+13 3.81382e+13 3.89913e+13 7.09516e+13 3.28359e+13 3.34581e+13 2.2489e+13 2.22278e+13 2.11739e+13 7.09502e+13 7.73147e+13 6.00951e+13 2.44627e+13 2.35951e+13 4.37824e+13 1.15099e+14 2.1627e+13 2.08569e+13 1.84502e+13 1.84325e+13 5.70231e+13 3.40915e+13 1.60913e+13 1.59241e+13 2.65997e+13
threshold=25.500000000000004 37.600779750000008 37.682335600000009 29.500000000000004 33.805000000000007 4.5000000000000009 54.990000000000002 27.500000000000004 61.025000000000006 45.305000000000007 42.205000000000005 2.5000000000000004 1.5000000000000002 31.500000000000004 76.605000000000004 55.728148450000006 37.631035900000008 30.500000000000004 32.500000000000007 55.801384500000005 12.500000000000002 9.5000000000000018 66.010000000000005 77.010000000000005 33.500000000000007 37.631035900000008 59.815000000000005 37.631035900000008 40.015000000000008 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 4 -3 11 9 8 -8 10 27 12 -6 14 15 -5 17 -17 19 20 -15 -19 -9 -10 25 26 -20 28 -7 -30
right_child=1 2 -4 13 5 6 7 22 23 -11 -12 -13 -14 18 -16 16 -18 21 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.0871072132012642 -654.16937244689916 -38621.51480263158 -88.790882615513922 155506.76215625001 -4623.2957987467444 492.34144965277778 -206105.54647993611 114730.87510775863 24196.801412813784 92078.910950835416 -32824.416107362689 115584.58068689125 94371.808030523258 203887.63031250003 -206305.53890625003 37887.460706129808 -169611.42268518521 -105987.72024147728 -32297.62871483975 14468.474937404359 -85221.536569940479 6851.9532366071435 4467.8162946428574 -82625.722230113635 16197.152015397354 2160.178483030531 -134132.17038194445 101376.05844195822 152569.41848958333 21157.05406125091
leaf_weight=4004864 28545 38 36765 25 48 72 22 29 61 119 66 77 43 40 20 65 27 33 122 485 21 35 42 22 592 1368 45 46 24 43
leaf_count=4004864 28545 38 36765 25 48 72 22 29 61 119 66 77 43 40 20 65 27 33 122 485 21 35 42 22 592 1368 45 46 24 43
internal_value=0 237.428 867.473 10552.6 37192 41226.9 30585.9 -7734.31 -46438.9 48813.9 28301.8 75810 42154.6 3591.94 -27380.7 -8037.46 -33591.2 -5978.13 5967.32 24511.1 104358 -47908.5 49504.8 -4117.6 1207.14 -4574.03 -59738.1 50109 33142.9 68230.1
internal_weight=0 68940 40395 3630 752 714 546 176 105 370 251 168 91 2878 205 185 160 133 2673 546 61 68 71 83 2127 1535 167 185 139 67
internal_count=4073804 68940 40395 3630 752 714 546 176 105 370 251 168 91 2878 205 185 160 133 2673 546 61 68 71 83 2127 1535 167 185 139 67
is_linear=0
shrinkage=0.1


Tree=4019
num_leaves=31
num_cat=0
split_feature=6 5 7 2 2 1 6 0 0 3 4 0 6 1 3 3 0 6 0 3 0 0 0 1 3 1 5 6 6 0
split_gain=3.82728e+11 3.47448e+12 1.02266e+13 1.24496e+13 3.36565e+13 3.16718e+13 2.77502e+13 2.13151e+13 1.32464e+13 1.32954e+13 1.22278e+13 3.39374e+13 3.00703e+13 3.17381e+13 1.71606e+13 3.33519e+13 3.92162e+13 1.6546e+13 1.60104e+13 2.26515e+13 3.6397e+13 1.81462e+13 1.41421e+13 1.31223e+13 1.28609e+13 1.56932e+13 1.20605e+13 1.27497e+13 1.18296e+13 3.12029e+13
threshold=118.04500000000002 3.5000000000000004 6.0000000000000009 2875.5000000000005 2851.5000000000005 43.997056950000008 134.05000000000004 57.15297970000001 57.14107305000001 7.5000000000000009 7.5000000000000009 44.895258050000002 130.05000000000004 30.389265100000003 15.500000000000002 12.500000000000002 51.659529100000007 128.05000000000004 45.036141150000006 3.5000000000000004 44.878071950000013 45.053967500000006 56.782540950000005 39.178027400000005 23.500000000000004 38.965413050000002 1.5000000000000002 149.05000000000004 122.65000000000002 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 8 -5 -10 11 17 13 -13 15 18 -17 -4 19 -12 -21 -20 23 -14 25 -16 -23 28 29 -28
right_child=1 -3 3 7 5 6 -8 -9 9 -11 14 12 22 -15 24 16 -18 -19 21 20 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.5564401130549221 -2064.8745736521664 495.94696693915932 -20058.886904761908 61.070596588982475 -26404.54300271739 162452.61759868421 16926.739472656249 -37985.580229291525 72623.728832031251 -14458.305251736114 -30544.916462590147 17573.887658691408 37533.757532552081 -71309.119275060875 3110.9578087075242 167120.14106770835 31310.828494220892 -137482.63376116072 -87726.970058593753 13698.165645032052 157596.20498657227 -47875.697138129341 10585.273019831731 139213.46812855115 36049.091623757107 -53555.221840872815 86428.162985131057 52687.858289292286 -2057.3921328728734 4171.1403342013891
leaf_weight=4019687 20855 28484 21 2880 23 38 20 146 50 27 26 84 30 77 103 30 73 28 20 39 32 36 65 22 44 93 62 68 461 180
leaf_count=4019687 20855 28484 21 2880 23 38 20 146 50 27 26 84 30 77 103 30 73 28 20 39 32 36 65 22 44 93 62 68 461 180
internal_value=0 -264.164 -1108.82 3064.17 10011.8 72894.2 112271 -686.174 1155.46 42088.5 6816.43 -10423.8 3101.28 -24935.4 11266 16892 70866.9 -87158.2 10875.3 49310.7 78553.6 6367.11 41681.6 80552.1 -12808.5 -23776.6 8699.06 11340.7 7341.24 25245.3
internal_weight=0 54117 25633 4778 1675 81 58 3103 2957 77 1594 327 278 161 1267 1027 103 49 924 97 71 827 117 52 240 196 807 771 703 242
internal_count=4073804 54117 25633 4778 1675 81 58 3103 2957 77 1594 327 278 161 1267 1027 103 49 924 97 71 827 117 52 240 196 807 771 703 242
is_linear=0
shrinkage=0.1


Tree=4020
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 0 5 6 6 3 6 4 6 4 0 6 3 4 6 6 0 3 6 6 1 1 3 6 6
split_gain=3.80964e+11 2.8784e+12 6.4098e+12 9.4762e+12 2.64931e+13 2.27673e+13 1.77931e+13 1.6449e+13 1.32437e+13 2.26506e+13 1.64806e+13 1.16647e+13 3.15196e+13 2.12234e+13 1.10949e+13 1.09854e+13 1.03701e+13 1.49373e+13 2.45143e+13 2.30581e+13 1.20908e+13 1.9371e+13 1.15035e+13 1.13592e+13 1.11359e+13 1.01047e+13 1.59568e+13 1.10242e+13 1.61263e+13 1.09729e+13
threshold=14.500000000000002 47.234875100000004 55.660117850000006 37.343102500000008 55.60524465000001 112.00500000000001 52.960348700000004 3.5000000000000004 84.810000000000016 87.015000000000015 19.500000000000004 80.720000000000013 22.500000000000004 79.015000000000015 16.500000000000004 55.633951400000008 38.405000000000008 20.500000000000004 22.500000000000004 56.505000000000003 39.355000000000011 55.633951400000008 21.500000000000004 56.505000000000003 37.310000000000009 37.978059650000013 39.749243900000003 22.500000000000004 77.565000000000012 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 -7 16 11 10 -10 13 15 25 -11 -13 24 20 22 -20 21 -18 23 -19 -3 27 -27 28 29 -6
right_child=1 2 -4 4 8 6 -8 -9 9 14 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.8636478219194998 795.58076503414054 886.55940739724485 334.44320925782944 -404.86059459822826 -3235.7674497418166 23711.225600961538 136183.81331676137 -53692.436473651964 -129596.47445549244 -68672.359635416666 -17858.961363636365 -40971.550254360467 112034.89783266129 -43821.771547486191 -6718.6202370574028 35092.429871323533 15624.022686767579 -12231.587659438776 27317.919754774306 -25484.304029437299 1695.6672471473198 114648.4573709239 70946.29267187501 48092.979453579217 -24461.615477246094 -25766.793225804868 47639.085363769533 4991.9590301044173 24942.362792438013 -12407.88178918921
leaf_weight=3758080 50732 565 172193 80320 3032 39 22 51 33 33 22 43 31 147 233 34 140 49 180 153 3294 23 100 86 250 397 32 1040 161 2289
leaf_count=3758080 50732 565 172193 80320 3032 39 22 51 33 33 22 43 31 147 233 34 140 49 180 153 3294 23 100 86 250 397 32 1040 161 2289
internal_value=0 105.505 -26.6087 -696.558 -936.481 3559.61 64275.1 2802.37 -6609.36 -26483.5 -84901.5 -5724.04 26893 -6220.33 -14404.6 -7384.86 3397.67 5480.55 20509.5 3057.44 3011.23 29596.8 45239.5 26197.4 -6888.95 -5425.13 -20291.3 -4447.28 -6238.01 -7181.45
internal_weight=0 315724 264992 92799 87847 4952 61 4891 7527 321 55 7206 108 7098 266 77 4840 4025 568 333 3457 163 235 135 815 6951 429 6522 5482 5321
internal_count=4073804 315724 264992 92799 87847 4952 61 4891 7527 321 55 7206 108 7098 266 77 4840 4025 568 333 3457 163 235 135 815 6951 429 6522 5482 5321
is_linear=0
shrinkage=0.1


Tree=4021
num_leaves=31
num_cat=0
split_feature=4 1 5 0 0 6 6 0 1 6 7 2 5 6 0 6 1 6 0 0 0 0 3 3 1 6 6 6 1 2
split_gain=3.86065e+11 2.69439e+12 1.13182e+13 1.8581e+13 1.78903e+13 3.95575e+13 1.4549e+13 1.33093e+13 1.10903e+13 1.17678e+13 1.0558e+13 1.77064e+13 1.91669e+13 1.05189e+13 3.98113e+13 1.70839e+13 3.86453e+13 1.18423e+13 1.01185e+13 1.07844e+13 1.07765e+13 1.22664e+13 9.9079e+12 9.56291e+12 1.3514e+13 1.54876e+13 1.06128e+13 9.76387e+12 9.50756e+12 8.64069e+12
threshold=3.5000000000000004 38.657016300000002 1.5000000000000002 55.649510000000014 55.660117850000006 39.995000000000012 59.815000000000005 54.86311005000001 38.927872750000006 71.715000000000018 6.0000000000000009 3191.5000000000005 3.5000000000000004 50.010000000000012 55.82518790000001 39.995000000000012 30.389265100000003 53.995000000000012 56.385857200000011 58.603553700000006 56.309668500000008 56.041614100000011 2.5000000000000004 2.5000000000000004 38.893394150000006 79.710000000000022 89.00500000000001 97.020000000000024 38.782330450000011 451.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -8 9 -3 11 23 -13 15 -15 -6 -17 -16 20 -20 21 -18 -19 26 25 -25 -11 -28 -29 -1
right_child=-2 8 -4 4 13 -7 7 -9 -10 10 -12 12 -14 14 17 16 18 22 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-5738.4645848364326 -7.6365150410668612 2527.2497084662873 -1652.990365445308 14309.424789119113 3379.2313296345164 174033.35671875 -20338.020393318966 -114939.0034765625 123.50343589201691 17817.090718637814 -11987.623795549262 85125.045543443834 -4687.9143903200966 -135938.43946875 -34188.125937500001 -16628.708077057483 34568.592066951438 47929.331964742727 -20208.097598795575 24781.160204812753 61535.968798046873 -16878.904946381193 -20704.865435606062 -1180.5813585069445 -10337.256440304489 91024.672551618307 -33826.357719877582 -50341.755248151509 24711.142591751457 1392.7491333907865
leaf_weight=2657 3837650 7544 30603 69 5206 20 58 20 183111 352 129 74 35 25 60 255 369 58 75 184 125 53 33 27 39 56 97 21 86 4713
leaf_count=2657 3837650 7544 30603 69 5206 20 58 20 183111 352 129 74 35 25 60 255 369 58 75 184 125 53 33 27 39 56 97 21 86 4713
internal_value=0 124.098 -576.087 1781.31 5674.25 50202.4 -1632.85 -44594.7 287.047 3826.85 14530.1 18876.7 56286 5059.17 -19051.7 5736.29 17301.6 300.352 28036.4 11753.4 35746.3 28107.2 23040 12862.5 38216 61030.2 7299.35 -10848.9 9981.13 -1178.16
internal_weight=0 236154 44583 13980 6532 89 7448 78 191571 8460 916 787 109 6443 176 6267 1061 151 806 259 547 422 91 678 122 83 556 204 107 7370
internal_count=4073804 236154 44583 13980 6532 89 7448 78 191571 8460 916 787 109 6443 176 6267 1061 151 806 259 547 422 91 678 122 83 556 204 107 7370
is_linear=0
shrinkage=0.1


Tree=4022
num_leaves=31
num_cat=0
split_feature=6 4 4 1 1 0 0 6 0 1 0 1 1 7 6 1 3 5 6 6 3 6 7 6 1 0 6 0 0 6
split_gain=4.06158e+11 4.22976e+12 8.00432e+12 2.87952e+13 6.99048e+13 5.19724e+13 9.2349e+13 7.40777e+13 1.10294e+14 6.11211e+13 5.94175e+13 4.22412e+13 8.73448e+13 7.20545e+13 6.29915e+13 4.78813e+13 6.85771e+13 3.79284e+13 3.2406e+13 3.15254e+13 4.15014e+13 3.14837e+13 3.03734e+13 3.01904e+13 2.99626e+13 3.00283e+13 3.8625e+13 3.34341e+13 6.21188e+13 4.22038e+13
threshold=53.310000000000009 18.500000000000004 20.500000000000004 37.804148700000006 37.618684050000006 55.721784200000009 55.768246800000007 57.715000000000011 55.834019500000004 37.649344350000007 55.783232450000007 37.768783500000005 37.729575300000008 6.0000000000000009 69.605000000000004 37.682335600000009 8.5000000000000018 1.5000000000000002 55.015000000000008 99.050000000000011 15.500000000000002 103.03500000000001 6.0000000000000009 54.990000000000002 49.300375350000003 54.998919050000005 120.05000000000001 55.061158000000006 55.071632200000003 116.05000000000001
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 9 11 8 -8 -6 -9 12 13 14 -7 16 -15 -11 -10 20 -19 -21 -13 -3 -5 26 -26 29 -29 -27
right_child=1 2 -4 24 5 6 7 10 18 17 -12 22 -14 15 -16 -17 -18 19 -20 21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-27.222451470142005 102.55427824442926 -18460.060417596524 -34.545182437164108 -4924.9234427544407 -68731.333088520143 -136766.72717982702 181147.4172579406 -146272.50937499999 63695.233412905101 85478.299150219304 6359.7977443156633 154079.13970514113 -24276.298234675483 -5011.1466529323634 68615.395410156256 173522.26122633077 120699.64728022781 -13928.269608699391 -49865.343637799204 154967.69637500003 33368.289935353176 20722.683728448275 67881.35926432292 121.25460778189588 13956.775118681857 -6244.0288661294107 -70213.544587053577 46424.786760277464 893.29917924716597 -58088.638488544864
leaf_weight=2336845 1473871 931 203590 25660 121 28 61 26 54 57 1339 62 143 73 32 59 107 795 47 25 242 58 120 14386 2062 4277 56 311 8203 163
leaf_count=2336845 1473871 931 203590 25660 121 28 61 26 54 57 1339 62 143 73 32 59 107 795 47 25 242 58 120 14386 2062 4277 56 311 8203 163
internal_value=0 36.6242 -332.729 -1353.05 1888.04 14750 24285.8 11040.3 74974.5 -1052.36 3452.52 56699.1 40003.6 70746.1 -27229.6 95342.5 69716.9 5905.29 10850.2 1855.59 -2890.89 61157.9 97245.4 -1008.16 -2846.29 692.582 11731.3 -1112.27 2556.48 -8147.33
internal_weight=0 1.73696e+06 263088 59498 18766 3449 2151 1527 162 1298 1365 624 442 299 60 239 180 1177 101 1120 1037 83 182 15317 40732 15072 2118 12954 8514 4440
internal_count=4073804 1736959 263088 59498 18766 3449 2151 1527 162 1298 1365 624 442 299 60 239 180 1177 101 1120 1037 83 182 15317 40732 15072 2118 12954 8514 4440
is_linear=0
shrinkage=0.1


Tree=4023
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 7 4 1 6 6 4 6 1 4 3 1 6 4 7 6 6 7 3 6 1 3 1 1 6 5
split_gain=4.16379e+11 5.74752e+12 2.656e+13 2.14844e+13 5.52861e+13 2.52738e+13 1.71505e+13 1.62692e+13 4.55944e+13 3.63589e+13 3.25587e+13 2.82144e+13 3.1517e+13 1.99805e+13 2.78952e+13 1.76279e+13 1.59401e+13 1.54651e+13 1.53169e+13 1.48661e+13 1.40984e+13 1.4091e+13 4.36517e+13 1.40346e+13 1.32853e+13 1.30499e+13 1.23569e+13 2.47729e+13 1.57126e+13 1.22332e+13
threshold=17.500000000000004 45.040161900000008 45.047736150000013 38.999037500000007 39.023883200000007 6.0000000000000009 21.500000000000004 38.91194105000001 70.50500000000001 60.005000000000003 24.500000000000004 128.05000000000004 38.977585500000011 22.500000000000004 7.5000000000000009 38.977585500000011 83.820000000000007 23.500000000000004 6.0000000000000009 68.00500000000001 84.810000000000016 6.0000000000000009 9.5000000000000018 72.50500000000001 38.977585500000011 18.500000000000004 38.989878900000008 38.977585500000011 116.05000000000001 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 6 -5 16 19 13 9 -9 11 12 17 20 -15 -11 -6 -10 25 24 23 -21 -23 -8 -3 -14 27 -12 -28 -22
right_child=1 2 -4 4 5 -7 7 8 10 15 26 -13 18 14 -16 -17 -18 -19 -20 21 29 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-14.184283840067181 -1045.9960227143852 -3407.9491723892534 101.6266154648232 -85484.429937595269 13166.496645200157 -40691.923071014753 7924.1557404891319 6350.374369623969 17600.046563946758 -17354.330670797415 -33745.18328125 42335.838466546476 -100085.20612640382 137376.14165178573 26341.5250869751 67506.528991465966 98546.072265625 -61947.974296875 -22774.709505208335 32028.967647816935 -55108.181040396346 -1569.9716724537038 178248.2072048611 93387.163052645599 28734.309891305842 -18271.969089673916 -79949.099589843754 103752.54689555922 36102.400195312504 11928.997839506173
leaf_weight=3403783 43026 235 623721 82 246 89 46 1063 81 29 20 39 128 35 64 157 24 35 48 251 41 27 27 33 284 23 20 38 28 81
leaf_count=3403783 43026 235 623721 82 246 89 46 1063 81 29 20 39 128 35 64 157 24 35 48 251 41 27 27 33 284 23 20 38 28 81
internal_value=0 72.0578 148.781 9132.13 -11399.6 5522.24 12328.2 7345.23 3574.87 13487.3 -23339.7 -37897.8 -47831.5 28823.7 65596.2 54275.5 20755.8 -6401.51 -71981.6 24477.3 10711.9 41998.6 88339.1 43623.9 14180.5 -87623.6 25279 56339.5 -12252.4 -10599.9
internal_weight=0 670021 626995 3274 441 359 2833 2009 1709 1249 460 354 315 300 99 186 270 116 199 824 201 305 54 79 519 151 106 58 48 122
internal_count=4073804 670021 626995 3274 441 359 2833 2009 1709 1249 460 354 315 300 99 186 270 116 199 824 201 305 54 79 519 151 106 58 48 122
is_linear=0
shrinkage=0.1


Tree=4024
num_leaves=31
num_cat=0
split_feature=1 1 6 3 6 3 0 0 1 6 3 1 6 3 6 6 4 7 3 3 7 3 3 3 0 6 4 6 6 0
split_gain=3.75902e+11 3.31114e+12 7.46232e+12 5.71667e+12 5.61448e+12 5.53658e+12 6.64913e+12 4.63896e+12 2.14397e+13 1.34897e+13 1.19538e+13 1.15175e+13 1.24689e+13 2.18446e+13 2.0429e+13 2.03555e+13 1.62977e+13 1.14185e+13 1.1257e+13 9.82909e+12 9.63577e+12 1.17838e+13 1.36114e+13 9.27683e+12 8.91733e+12 8.76513e+12 7.95111e+12 7.69852e+12 1.06765e+13 7.46039e+12
threshold=82.968544750000021 82.965501500000016 114.05000000000001 14.500000000000002 168.45000000000002 17.500000000000004 55.029726000000004 54.94428030000001 82.966990000000024 48.025000000000013 5.5000000000000009 82.966990000000024 69.015000000000015 6.5000000000000009 75.010000000000005 65.805000000000021 8.5000000000000018 6.0000000000000009 7.5000000000000009 9.5000000000000018 6.0000000000000009 8.5000000000000018 3.5000000000000004 6.5000000000000009 54.947759400000002 82.00500000000001 24.500000000000004 45.005000000000003 43.010000000000012 55.014210500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 9 -3 -11 -9 15 16 17 19 -14 -15 -16 20 21 22 24 -12 -13 -20 -19 28 -26 -29
right_child=-2 2 4 5 -6 6 -8 11 -10 10 23 12 13 14 18 -17 -18 26 25 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=3.2807354389694021 -73.677679160665079 1361.158076179061 64898.805950927737 10098.523369712979 -1645.057886904762 -12266.227799153647 6600.7644501657196 -3021.759517819843 -3549.2982932604509 4429.3541758916681 37461.898177765055 -15991.058354048295 -27866.871609443533 -3464.1469363839287 -38468.46543701172 -21471.19654402649 27990.083200937501 109519.29266826923 23313.39592153898 10375.643856830413 6333.4813752560949 -17445.43691353895 4961.1422871840132 13926.603082100364 1172.4514348907828 -12934.228336450609 31312.925721153846 34862.227676599679 -16417.713095298332 2846.9435424514736
leaf_weight=3450934 591866 3201 32 1285 21 300 495 8566 3850 1561 191 616 57 35 120 397 625 26 93 1131 1981 443 2414 1360 854 236 26 88 579 421
leaf_count=3450934 591866 3201 32 1285 21 300 495 8566 3850 1561 191 616 57 35 120 397 625 26 93 1131 1981 443 2414 1360 854 236 26 88 579 421
internal_value=0 12.5239 1041.34 977.141 38532.4 6040.44 -518.855 612.358 2332.17 5919.01 10607.2 -321.922 1958.38 11449.3 -3657.01 663.004 23321.7 40694.2 -12250.7 1693.53 365.855 -1817.32 -424.867 16824.9 -5507.68 -2687.94 70416.1 -2182.36 -5934.81 8382
internal_weight=0 3.48194e+06 31004 30951 53 2080 795 28871 10163 6313 3112 18708 10142 1218 536 8924 682 87 449 8527 7396 5415 4972 1551 2558 329 52 1942 1433 509
internal_count=4073804 3481938 31004 30951 53 2080 795 28871 10163 6313 3112 18708 10142 1218 536 8924 682 87 449 8527 7396 5415 4972 1551 2558 329 52 1942 1433 509
is_linear=0
shrinkage=0.1


Tree=4025
num_leaves=31
num_cat=0
split_feature=1 1 6 4 1 4 4 6 6 4 0 6 1 3 0 4 6 5 6 3 0 4 6 0 6 0 0 3 3 1
split_gain=3.7686e+11 9.17637e+12 2.34407e+13 4.15756e+13 2.4948e+13 1.91807e+13 8.00018e+13 2.72411e+13 3.74471e+13 4.42543e+13 5.75018e+13 2.68025e+13 3.13723e+13 2.2906e+13 2.04317e+13 2.18036e+13 1.74287e+13 1.54233e+13 1.52751e+13 3.28497e+13 3.92844e+13 3.61968e+13 1.4829e+13 1.50405e+13 1.47813e+13 2.49403e+13 1.9251e+13 1.77387e+13 2.06562e+13 1.70438e+13
threshold=39.689978950000004 39.712886600000012 156.15000000000003 12.500000000000002 39.703507450000011 12.500000000000002 19.500000000000004 122.65000000000002 60.005000000000003 13.500000000000002 45.177967300000006 53.995000000000012 39.703507450000011 3.5000000000000004 47.245981600000007 20.500000000000004 41.005000000000003 4.5000000000000009 112.00500000000001 5.5000000000000009 47.222459950000008 4.5000000000000009 142.05000000000004 47.22829500000001 89.00500000000001 47.207933300000008 47.234875100000004 4.5000000000000009 8.5000000000000018 39.703507450000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 9 11 -11 12 13 -7 15 -8 -15 18 -2 21 -21 -20 23 -9 26 -26 -10 29 -29 -27
right_child=1 -3 3 -5 -6 6 14 22 24 10 -12 -13 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-35.448616358012977 -284.4661051360747 3.1985240796016892 168785.5965594952 -41125.142187500001 48017.299128906248 -5111.5867761948539 -15913.220541481796 -108600.86651785714 42040.521593567566 -51936.083966946891 9027.0123008084702 -38283.674094390874 -60624.77685546875 48059.311739042212 -9698.9935074543009 6686.0837852268742 110570.83069354364 -54004.638200176894 78188.82104166667 137237.68282099185 -14715.7710973669 -26078.221395874025 29568.753596297553 -12950.013980594758 -51973.698281249999 155660.52466517859 14556.769505324419 3827.9454312838043 58916.112981310231 59518.255736400468
leaf_weight=1727381 20830 2315381 26 36 50 34 519 35 364 166 2277 32 20 77 2453 2406 106 53 45 46 27 128 23 31 25 28 850 104 197 54
leaf_count=1727381 20830 2315381 26 36 50 34 519 35 364 166 2277 32 20 77 2453 2406 106 53 45 46 27 128 23 31 25 28 850 104 197 54
internal_value=0 26.0964 1734.02 47399.9 89332.8 1568.66 5225 15187.5 16312.1 9123.46 4884.62 47619.7 59218.5 70264 -2968.37 2676.16 84268.2 -127.388 8.09752 24780.9 81035.7 1043.26 -39577.5 -63674 28331.5 44798.3 22797.4 51115 39882.3 92347.3
internal_weight=0 2.34642e+06 31042 112 76 30930 9801 4423 4334 2712 2443 269 237 217 5378 2925 183 21129 21076 246 73 173 89 66 1622 408 1214 383 301 82
internal_count=4073804 2346423 31042 112 76 30930 9801 4423 4334 2712 2443 269 237 217 5378 2925 183 21129 21076 246 73 173 89 66 1622 408 1214 383 301 82
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=31
num_cat=0
split_feature=6 3 7 4 4 0 4 1 1 0 0 6 0 4 1 4 5 4 1 3 1 1 4 1 0 4 0 1 1 3
split_gain=3.67217e+11 6.50857e+12 4.33139e+12 4.11239e+12 4.05989e+12 3.64223e+12 3.63655e+12 8.0238e+12 5.53588e+12 5.49064e+12 4.97392e+12 3.52373e+12 8.99035e+12 1.02675e+13 9.1933e+12 8.29356e+12 9.29748e+12 7.8247e+12 5.22245e+12 6.99752e+12 4.74168e+12 9.2761e+12 4.91198e+12 4.23156e+12 4.1943e+12 5.53601e+12 5.48547e+12 5.74381e+12 9.33827e+12 1.10121e+13
threshold=29.715000000000003 1.5000000000000002 6.0000000000000009 8.5000000000000018 9.5000000000000018 59.933037250000005 12.500000000000002 44.064675150000006 39.712886600000012 57.174562350000009 55.728148450000006 29.015000000000004 43.6005307 4.5000000000000009 43.047633000000012 24.500000000000004 2.5000000000000004 9.5000000000000018 30.410676000000006 3.5000000000000004 82.648284550000014 82.981285100000022 12.500000000000002 30.345769800000003 57.719618750000002 9.5000000000000018 59.933037250000005 30.323041000000003 30.389265100000003 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 -5 -6 -1 8 10 -9 -8 24 13 -13 17 18 23 -15 19 -14 -20 -22 -23 -17 -3 -26 27 -27 29 -29
right_child=-2 11 3 4 5 -7 7 9 -10 -11 -12 12 15 14 -16 16 -18 -19 20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-777.87543376661813 -5.6333093123389375 505.073187683762 -11284.996407555147 20785.517454127261 -1304.3139887140278 -26485.263434709825 -7014.7710801985813 918.00760539194187 -59549.367469075522 53872.779488823639 -36147.653225128561 -23031.513627115884 29639.48192914798 114187.01718750001 -2281.2931547619046 -48952.261813446974 32219.321875000001 33155.023717151991 532.95675241245851 5074.1841565150844 12149.767766927256 3436.6698798913226 -11470.606010604301 -11824.593412083712 359.38650432418672 -22753.982277832034 -1474.5277316556926 17886.660844312395 -10562.492228351026 -53387.443131510416
leaf_weight=21784 3935263 96563 824 76 651 63 227 178 30 22 79 24 162 26 21 33 47 22 5463 408 1178 832 301 440 5268 260 2249 224 1062 24
leaf_count=21784 3935263 96563 824 76 651 63 227 178 30 22 79 24 162 26 21 33 47 22 5463 408 1178 832 301 440 5268 260 2249 224 1062 24
internal_value=0 160.014 -1339.85 -6342.51 -1187.32 -3526.16 -978.097 -9115.47 -18555.1 6743.03 -14536 473.239 2377.6 33307.6 52903.9 2053.09 -10199.9 77047.4 2816.69 12055.9 2139.26 5936.43 -523.692 -14414.9 311.787 -1742.17 -4641.08 -9177.13 -6482.48 10989.2
internal_weight=0 138541 23934 1614 790 714 22320 536 336 200 306 114607 8957 93 69 8864 520 48 8344 570 7774 2311 1133 473 105650 9087 3819 1570 1310 248
internal_count=4073804 138541 23934 1614 790 714 22320 536 336 200 306 114607 8957 93 69 8864 520 48 8344 570 7774 2311 1133 473 105650 9087 3819 1570 1310 248
is_linear=0
shrinkage=0.1


Tree=4027
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 6 1 4 1 6 5 6 4 6 7 6 0 4 1 6 6 4 6 0 7 1 7 4
split_gain=3.76796e+11 8.45988e+12 1.8088e+13 1.30668e+13 8.16995e+13 4.58007e+13 5.07798e+13 5.41701e+13 3.97687e+13 3.95105e+13 3.93354e+13 5.36235e+13 5.43763e+13 3.12969e+13 3.18985e+13 2.95267e+13 2.82041e+13 2.77277e+13 2.7167e+13 4.23425e+13 3.85603e+13 3.5525e+13 3.38364e+13 2.69794e+13 4.78629e+13 4.303e+13 2.68892e+13 2.67159e+13 2.62978e+13 3.29184e+13
threshold=49.230435000000007 49.111590500000005 55.554045200000012 55.801384500000005 55.791814000000009 9.5000000000000018 55.79439725000001 110.01500000000001 49.195555600000006 6.5000000000000009 49.147669400000005 39.810000000000009 1.5000000000000002 61.025000000000006 11.500000000000002 83.820000000000007 6.0000000000000009 86.030000000000015 55.743464250000009 17.500000000000004 49.176406850000006 64.805000000000021 73.41500000000002 23.500000000000004 114.05000000000001 55.783232450000007 6.0000000000000009 49.176406850000006 6.0000000000000009 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 16 9 27 8 13 10 11 -6 -13 -8 -15 26 18 -11 20 -20 22 -22 -4 24 -18 -26 -16 28 29 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 17 -12 12 -14 14 15 -17 23 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.6449161855525869 -36.4783464326893 -25684.760664453126 4122.7142107799255 -954.08351512694651 -57312.317292258529 -53237.454748924742 31224.19715010588 -70980.620683593748 -5465.3620389454927 -10346.361154052734 -4063.9653565951944 177615.23793619793 36926.187271736002 33951.02136988147 201743.4146629051 30945.830504807691 -6392.9083664672498 -63979.166863004437 -1095.2385300367198 11368.179641091905 8956.5058897022245 32625.10398701482 -29940.357564496855 7109.4513977957322 82764.760172213049 -68384.761447010867 92812.308003656915 -899.58349257613213 26874.400409684407 52391.159229651166
leaf_weight=2339440 1670495 250 2252 18709 55 94 1089 50 217 400 733 30 326 203 27 65 9859 127 18463 3198 1998 929 335 2003 104 23 141 1225 921 43
leaf_count=2339440 1670495 250 2252 18709 55 94 1089 50 217 400 733 30 326 203 27 65 9859 127 18463 3198 1998 929 335 2003 104 23 141 1225 921 43
internal_value=0 25.3554 1160.86 1266.35 2191.36 13326.6 19043.7 31643.6 34589.2 -615.541 9821.09 34584.5 48782 40288.7 62929.2 88176.3 557.641 -23271.2 2340.1 744.843 8606.85 16468.7 -288.236 -3482.59 -5607.15 55391.2 110319 9153.67 20793.8 -20083.9
internal_weight=0 2.40331e+06 63869 63619 44910 5746 4075 1792 1742 1671 1144 411 356 1525 436 233 39164 527 27175 21661 5514 2927 2587 11989 9986 127 168 2283 1058 137
internal_count=4073804 2403309 63869 63619 44910 5746 4075 1792 1742 1671 1144 411 356 1525 436 233 39164 527 27175 21661 5514 2927 2587 11989 9986 127 168 2283 1058 137
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=31
num_cat=0
split_feature=4 6 6 5 1 1 4 1 1 1 0 0 0 1 2 5 1 0 1 0 1 1 4 1 1 4 0 0 7 5
split_gain=3.91876e+11 2.79153e+12 9.70318e+12 1.55916e+13 1.17485e+13 1.23128e+13 1.11114e+13 1.0614e+13 1.05627e+13 1.94728e+13 5.04586e+13 5.34493e+13 5.19264e+13 1.90817e+13 2.37162e+13 2.02848e+13 1.59338e+13 3.50637e+13 4.9553e+13 3.11783e+13 2.72604e+13 2.78996e+13 3.07532e+13 2.57701e+13 1.93087e+13 1.70547e+13 1.54685e+13 4.65919e+13 2.93828e+13 4.16544e+13
threshold=5.5000000000000009 76.00500000000001 80.030000000000015 1.5000000000000002 56.02161850000001 43.932356550000009 3.5000000000000004 39.366401150000009 52.380799750000001 52.061190950000004 55.753967500000009 55.721784200000009 55.660117850000006 59.317422600000008 5444.0000000000009 5.5000000000000009 60.590708550000009 56.83050475000001 59.999510900000011 55.018166200000003 61.273924650000005 61.381045500000006 4.5000000000000009 63.728898350000001 60.307188350000011 3.5000000000000004 57.15297970000001 57.14107305000001 6.0000000000000009 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 -3 -8 9 -4 11 12 -11 14 15 -10 17 18 -15 -20 -18 22 25 -23 -21 -22 27 -25 29 -29
right_child=-2 2 8 -5 -6 -7 7 -9 13 10 -12 -13 -14 16 -16 -17 20 -19 19 24 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=91.947870973947246 -19.393590167372356 13591.988049768521 749.89671629006898 -2290.4923783587642 -101807.16745923914 45631.858696056552 -25611.482812500002 -110154.41464120371 -6409.5413803834117 71152.602807323041 -69543.821480129074 115653.00973923142 -38509.597879774308 -40908.769086274646 -29807.640389901622 82463.265429687512 -17630.083812869925 -3735.7030155738198 137886.14464111329 -500.78313609730117 37444.857861850352 -15984.568783409135 -20053.793337673615 192.28339484887363 48286.643500407692 114438.9562902114 11890.805069837597 -101184.54124948604 16735.583322298728 -1358.8388494318183
leaf_weight=1066637 2928705 27 42657 18239 23 21 33 27 2101 83 46 74 90 84 486 26 986 768 32 110 187 1062 90 9581 309 34 1047 114 59 66
leaf_count=1066637 2928705 27 42657 18239 23 21 33 27 2101 83 46 74 90 84 486 26 986 768 32 110 187 1062 90 9581 309 34 1047 114 59 66
internal_value=0 49.601 -526.075 -2537.4 -36913.4 -23093.5 -39682.4 -63655.8 88.7812 926.367 26618.1 44526.8 14102.9 -2009.82 -9877.12 -5323.18 -594.913 9955.86 29610.3 42744.7 -1634.36 -345.811 29222.7 -1116.69 35478.5 49290.1 336.304 -895.627 -44507.6 -64581.8
internal_weight=0 1.1451e+06 78462 18370 131 108 87 60 60092 42950 293 247 173 17142 2613 2127 14529 1303 535 451 13226 12240 311 11929 419 221 10867 9820 239 180
internal_count=4073804 1145099 78462 18370 131 108 87 60 60092 42950 293 247 173 17142 2613 2127 14529 1303 535 451 13226 12240 311 11929 419 221 10867 9820 239 180
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=31
num_cat=0
split_feature=6 0 6 6 0 0 1 1 3 4 6 0 4 0 1 4 1 4 1 4 0 1 0 4 0 5 0 1 1 4
split_gain=4.19095e+11 5.83439e+12 1.66285e+13 3.33658e+13 3.13226e+13 4.08706e+13 3.24697e+13 5.76233e+13 9.47842e+13 5.61799e+13 4.51969e+13 4.90363e+13 3.74769e+13 3.70654e+13 3.01296e+13 2.93243e+13 3.17262e+13 6.64388e+13 2.36483e+13 4.55948e+13 2.25271e+13 3.29657e+13 3.96146e+13 2.21534e+13 2.64519e+13 1.97166e+13 1.93839e+13 4.4706e+13 4.98406e+13 3.65294e+13
threshold=92.02500000000002 55.834019500000004 94.02500000000002 95.045000000000016 55.858844800000007 55.866549750000011 30.323041000000003 30.242318500000007 4.5000000000000009 12.500000000000002 93.050000000000011 60.002985000000002 6.5000000000000009 59.990753350000013 30.362494150000003 6.5000000000000009 30.315889700000003 10.500000000000002 65.593879100000024 16.500000000000004 60.028671700000011 30.315889700000003 59.933037250000005 21.500000000000004 59.848366150000011 2.5000000000000004 55.876067900000002 37.702956500000006 37.234509300000006 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 18 -3 -6 7 9 10 -7 -9 15 -10 23 -8 -12 17 -17 -4 -20 21 22 -14 24 -11 -24 27 28 -5 -30
right_child=1 2 3 26 5 6 14 8 12 13 11 -13 20 -15 -16 16 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=6.9097070235956402 282.96484242235999 44211.745283360637 7380.9071000089307 -71430.638297347192 -124970.00258620689 20378.914785944507 -33534.336317407906 23470.573863355421 -43881.321446572583 64819.411038485443 -16500.979261363635 67961.231799768517 7359.9347482638887 -95740.441605468746 -6971.6081825458259 -278952.05128125002 -11477.334609375001 -58221.869016927085 19249.140590561492 139983.23461538463 -24730.647095788045 136819.44868899829 163365.58411458333 57326.602444556454 -54461.45707234701 73427.472935697107 -607.21876860665566 -36639.916906762795 31455.445331558611 -8255.2964031879601
leaf_weight=3893126 114532 124 2991 91 29 223 467 158 31 22 44 27 90 100 4988 25 20 30 158 39 23 73 30 31 120 130 54572 498 359 653
leaf_count=3893126 114532 124 2991 91 29 223 467 158 31 22 44 27 90 100 4988 25 20 30 158 39 23 73 30 31 120 130 54572 498 359 653
internal_value=0 -148.886 -896.636 -360.594 -5586.39 -6513.43 -5995.45 9068.07 27951.4 -16858.4 -13594.6 -53706.1 61452.6 -47275.7 -9245.63 -81311.3 -119333 -158554 9591.28 43150.8 70890 77698.9 60435.7 -19261.4 -35981.3 90290.9 -925.395 -11770.8 -542.513 5831.81
internal_weight=0 180678 66146 59361 6785 6661 6632 1177 681 496 304 146 377 273 5455 119 75 55 3188 197 346 323 250 173 142 160 56173 1601 1103 1012
internal_count=4073804 180678 66146 59361 6785 6661 6632 1177 681 496 304 146 377 273 5455 119 75 55 3188 197 346 323 250 173 142 160 56173 1601 1103 1012
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=31
num_cat=0
split_feature=0 1 4 4 3 4 3 3 5 6 4 6 5 3 6 3 3 6 4 3 6 3 6 4 7 1 0 6 4 6
split_gain=3.96438e+11 5.5778e+12 2.47456e+13 3.40115e+13 5.08651e+13 2.81631e+13 3.75963e+13 5.11394e+13 3.27979e+13 2.89401e+13 2.49608e+13 8.73611e+13 5.44152e+13 6.11376e+13 5.33353e+13 4.40631e+13 4.62184e+13 4.66497e+13 6.2413e+13 3.52097e+13 7.8299e+13 3.93163e+13 3.52283e+13 2.79519e+13 3.99758e+13 5.73688e+13 5.2098e+13 4.53326e+13 3.59385e+13 8.01973e+13
threshold=43.687280500000007 39.723160900000003 20.500000000000004 14.500000000000002 11.500000000000002 23.500000000000004 12.500000000000002 14.500000000000002 2.5000000000000004 36.605000000000011 12.500000000000002 99.050000000000011 1.5000000000000002 10.500000000000002 46.805000000000007 9.5000000000000018 5.5000000000000009 60.605000000000011 13.500000000000002 2.5000000000000004 45.995000000000012 4.5000000000000009 58.045000000000009 6.5000000000000009 6.0000000000000009 39.718675700000013 43.6005307 55.405000000000008 9.5000000000000018 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 10 6 8 -8 -4 -7 23 12 13 -12 -15 16 19 -18 -19 22 -21 -22 -14 -1 25 26 27 -25 29 -27
right_child=-2 -3 5 -5 -6 9 7 -9 -10 -11 11 -13 15 14 -16 -17 17 18 -20 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=527.64896391666127 4.8422212931270172 123.34238466301322 -13458.934406565657 -16858.930712810787 43053.219613647467 113059.7921875 233140.61335227272 50733.101991421572 95829.504605263166 -8716.812956436821 8688.1572427941919 -150847.19879032258 -92234.056250000009 17623.882998511905 -187473.703125 107752.76177645597 -32546.273855549018 -37764.303802083334 157533.59200032553 239730.46388020832 105719.83335069445 -45205.635239955358 91142.627500000002 183684.89573317309 11630.459028749323 -59438.989653065735 -7916.9616196661218 19733.935316975912 -13814.132518759801 83850.331845238106
leaf_weight=7261 3977958 81175 99 1529 256 21 22 51 38 276 367 31 22 21 32 88 146 30 36 30 45 28 20 26 727 558 2283 48 538 42
leaf_count=7261 3977958 81175 99 1529 256 21 22 51 38 276 367 31 22 21 32 88 146 30 36 30 45 28 20 26 727 558 2283 48 538 42
internal_value=0 -200.97 -1995.4 -2772.41 -1067.76 19712 47740.8 105705 16854.6 -106.346 -1980.19 14095.1 20006.4 -5810.72 -106209 44373.1 28750.1 -1006.96 68761.8 72256.9 103724 47830.6 -4911.83 -3234.52 -9704.71 -14142.7 -5240.3 77338.3 -32581.1 -49408.7
internal_weight=0 95846 14671 14164 12635 507 210 73 137 297 12379 896 865 420 53 445 357 212 66 145 103 73 42 11483 4222 3495 2357 74 1138 600
internal_count=4073804 95846 14671 14164 12635 507 210 73 137 297 12379 896 865 420 53 445 357 212 66 145 103 73 42 11483 4222 3495 2357 74 1138 600
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=31
num_cat=0
split_feature=6 3 2 6 0 1 0 0 1 4 6 6 1 4 1 1 5 4 0 0 6 1 0 6 0 0 6 6 1 1
split_gain=3.60524e+11 3.55373e+12 6.00258e+12 1.36713e+13 9.07913e+12 1.44638e+13 4.31723e+13 1.65854e+13 2.73233e+13 3.1893e+13 9.1076e+12 8.11472e+12 6.50142e+12 6.21112e+12 7.16906e+12 1.23414e+13 5.83624e+12 6.15183e+12 5.7506e+12 5.73299e+12 5.56568e+12 5.95385e+12 5.50929e+12 1.70788e+13 1.31053e+13 6.52797e+12 5.29704e+12 1.01837e+13 5.06408e+12 4.64621e+12
threshold=32.005000000000003 1.5000000000000002 75.000000000000014 26.495000000000001 55.728148450000006 37.682335600000009 55.783232450000007 55.749683450000006 37.618684050000006 5.5000000000000009 29.015000000000004 30.985000000000003 37.729575300000008 6.5000000000000009 38.247071200000008 38.166910000000009 1.5000000000000002 11.500000000000002 55.82518790000001 55.791814000000009 31.705000000000002 37.543519500000009 55.667390500000003 30.985000000000003 55.649510000000014 55.676890650000011 15.450000000000001 19.050000000000004 30.425503950000003 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 6 7 11 9 -9 -8 -6 -7 -4 15 28 -16 -18 29 -14 21 -20 23 -5 -25 -24 -1 -28 -15 -12
right_child=-2 -3 13 4 5 12 10 8 -10 -11 18 -13 19 14 16 -17 17 -19 20 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-26702.639602010855 9.2466642626619091 49.901604502280463 -1414.7617212920136 -16376.553028031471 77291.626543898819 -27641.851212332593 -41754.853684303984 205916.26268939395 31248.841167534727 52517.819735054349 7490.5247628348216 -2708.4076416015628 -7448.11160166215 3039.9104880555283 2957.7308163592634 -75146.125268554693 -6491.9208594736428 -53127.641139914776 6095.8153327287946 29286.024341145836 27272.923007812504 -41890.722079839943 -41549.671408691414 16124.339614288716 80200.693476562505 -1816.4288502713127 17853.394371273644 -13954.009414468037 -6802.1995581584461 45558.550302083335
leaf_weight=122 3714896 295609 50502 142 21 70 33 33 36 23 56 32 98 845 8407 24 198 33 70 75 55 41 50 158 40 239 152 298 1371 75
leaf_count=122 3714896 295609 50502 142 21 70 33 33 36 23 56 32 98 845 8407 24 198 33 70 75 55 41 50 158 40 239 152 298 1371 75
internal_value=0 -95.7081 -775.711 4731.69 10231.9 17916.2 28067.8 73548.7 99218.5 142913 8083.78 28989.7 -1927.54 -947.896 1219.57 -3821.7 2526.86 -13154.2 13621.4 8477.09 1260.23 -11628.9 1460.4 10088.8 29069.1 -8690.69 -8220.81 -3210.18 -3049.23 29285.2
internal_weight=0 358908 63299 1919 1347 718 475 145 92 56 330 53 243 61380 10878 2240 8638 231 297 173 166 111 629 340 198 289 572 450 2216 131
internal_count=4073804 358908 63299 1919 1347 718 475 145 92 56 330 53 243 61380 10878 2240 8638 231 297 173 166 111 629 340 198 289 572 450 2216 131
is_linear=0
shrinkage=0.1


Tree=4032
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 6 6 0 4 1 0 6 6 0 0 5 1 2 6 6 5 1 2 1 5 3 0 6 6
split_gain=4.05606e+11 2.21546e+12 7.7078e+12 6.64046e+12 8.3146e+12 5.92646e+12 5.78921e+12 5.33563e+12 4.73515e+12 4.72906e+12 4.53481e+12 4.2562e+12 9.55686e+12 1.92372e+13 5.72455e+12 7.30193e+12 1.45753e+13 9.74326e+12 6.85362e+12 6.66321e+12 5.91833e+12 4.42246e+12 4.20732e+12 4.42095e+12 4.18903e+12 7.26695e+12 9.01204e+12 1.02421e+13 8.00414e+12 6.67311e+12
threshold=2.5000000000000004 56.685611200000004 56.342669500000007 37.46219940000001 43.80299105000001 43.56803845000001 105.00500000000001 93.050000000000011 56.385857200000011 1.5000000000000002 56.805602900000004 56.288960650000007 114.05000000000001 86.030000000000015 56.067362750000008 56.148747500000006 2.5000000000000004 37.897576350000001 4829.0000000000009 49.010000000000012 88.825000000000003 3.5000000000000004 37.631035900000008 5261.5000000000009 49.300375350000003 2.5000000000000004 1.5000000000000002 58.08467765000001 128.05000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -3 -7 -6 -11 14 13 21 -1 16 22 -18 20 -17 -19 -13 -16 -24 29 -26 -27 28 -28 -9
right_child=-2 7 3 4 6 8 -8 24 -10 10 -12 12 -14 -15 15 19 17 18 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=141.01627936074954 -5.3094191277937597 -1001.1409890126165 -12454.77351288415 8489.8506808765014 14399.735813328336 55782.246783854178 -43886.78541165866 10867.767486086144 20456.291561107795 -1932.1215666182918 6636.1453292980768 -5737.6719130794872 -73238.891250000001 78521.894384765634 -18112.977636084619 4493.8762485444331 -28629.225811298078 36002.920472873266 -13360.894891826923 -7158.8778184734765 92767.3857421875 27086.93208095006 8345.4594300707304 -21544.412153596699 -25172.167147909629 8082.6915426320047 6849.0378339494973 96992.942717633938 80546.957382812514 -17853.006473989339
leaf_weight=81136 3961637 20982 213 593 350 45 26 226 242 1351 1138 1806 20 28 77 1658 26 225 26 697 20 42 746 53 37 174 56 28 20 126
leaf_count=81136 3961637 20982 213 593 350 45 26 226 242 1351 1138 1806 20 28 77 1658 26 225 26 697 20 42 746 53 37 174 56 28 20 126
internal_value=0 187.524 404.87 4720.24 5697.09 14199 3085.69 -721.234 25995.2 3515.87 1985.39 207.547 -4478.24 -3745.19 312.483 4255.82 10702 29846 35456.2 1045.06 40636.8 -4991.66 4211.37 6362.78 8083.87 16461.3 22002.4 45291.2 26243.2 587.036
internal_weight=0 112167 90518 3958 3745 880 2865 21649 287 2839 2489 86560 1896 1876 84664 3528 1173 297 271 2355 245 1848 876 799 667 315 278 104 76 352
internal_count=4073804 112167 90518 3958 3745 880 2865 21649 287 2839 2489 86560 1896 1876 84664 3528 1173 297 271 2355 245 1848 876 799 667 315 278 104 76 352
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=31
num_cat=0
split_feature=6 4 4 4 5 5 3 0 2 0 0 0 0 1 5 3 0 4 1 4 1 1 4 1 3 2 1 0 1 1
split_gain=3.89439e+11 4.83687e+12 7.6688e+12 5.34783e+12 5.66822e+12 1.83158e+13 9.53141e+12 6.04865e+12 6.6806e+12 5.38532e+12 5.22428e+12 4.68744e+12 7.14826e+12 4.62578e+12 7.90924e+12 1.18131e+13 7.36435e+12 2.46965e+13 8.12668e+12 7.72269e+12 6.44319e+12 1.04772e+13 6.28699e+12 5.61535e+12 7.10335e+12 9.54608e+12 8.54153e+12 6.56737e+12 6.42555e+12 6.50076e+12
threshold=15.450000000000001 4.5000000000000009 2.5000000000000004 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 59.963561900000009 2632.5000000000005 56.888401950000009 61.686687400000004 55.910578700000009 55.728148450000006 60.590708550000009 1.5000000000000002 4.5000000000000009 55.660117850000006 8.5000000000000018 37.631035900000008 9.5000000000000018 38.977585500000011 39.038055050000004 8.5000000000000018 56.128886000000001 1.5000000000000002 2691.5000000000005 49.147669400000005 56.986919400000012 38.166910000000009 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 11 -6 -3 12 -7 14 23 16 20 -18 -19 -20 -16 -22 -15 24 25 -5 -27 -25 29 -26
right_child=-2 3 -4 13 6 7 -8 -9 -10 -11 -12 -13 -14 22 15 -17 17 18 19 -21 21 -23 -24 27 28 26 -28 -29 -30 -31
leaf_value=-1827.1659438336949 -1.5100436817968239 -6169.7338292567947 11329.905408857683 -29017.770431962988 3654.0933593750001 -5619.560267508371 -19029.869647561351 -29591.676235961917 20494.933441740417 62400.655468750003 39781.019625000001 -26147.307755533853 58638.677080502726 5828.7309678119673 27256.502933702974 -7624.5407348596827 122247.36975911458 -15650.691796875 3748.5313025841347 58790.976159179692 -49546.974262152777 4586.3146593817355 -6477.1943349863759 14387.597038810485 18336.678163997683 39014.341619769599 -18471.060670006795 87887.213789062516 7486.2506169320686 57249.438587116747
leaf_weight=814 4064110 2401 972 103 71 70 434 32 500 20 25 57 23 659 76 848 24 60 52 50 45 174 1122 31 226 59 46 20 627 53
leaf_count=814 4064110 2401 972 103 71 70 434 32 500 20 25 57 23 659 76 848 24 60 52 50 45 174 1122 31 226 59 46 20 627 53
internal_value=0 633.069 5333.35 -428.476 -3249.4 -1625.98 -12860 12852.6 14942.1 16565.4 -5696.21 -3567.17 10272.3 1968.81 4748.58 -523.961 11994.3 27577.2 13552 30730.1 2169.15 -6536.96 -1923.79 10763.3 9277.86 -7387.75 13830.3 43211 13104 25728.7
internal_weight=0 9694 1786 7908 3633 3108 525 682 650 91 2426 150 93 4275 2494 1329 481 186 162 102 295 219 1781 1165 1114 208 105 51 906 279
internal_count=4073804 9694 1786 7908 3633 3108 525 682 650 91 2426 150 93 4275 2494 1329 481 186 162 102 295 219 1781 1165 1114 208 105 51 906 279
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=31
num_cat=0
split_feature=6 1 6 1 1 4 6 0 4 3 3 3 6 4 7 0 0 0 4 1 1 5 1 3 3 1 3 6 0 1
split_gain=3.60399e+11 3.47722e+12 1.13103e+13 1.96359e+13 2.16471e+13 2.51769e+13 4.14361e+13 3.81891e+13 3.1398e+13 3.55395e+13 3.06639e+13 2.94358e+13 2.43996e+13 5.2361e+13 4.10255e+13 2.72602e+13 2.72752e+13 2.17381e+13 2.27984e+13 4.69932e+13 5.14236e+13 4.6177e+13 4.61654e+13 4.71651e+13 4.18617e+13 3.55232e+13 3.37421e+13 1.96815e+13 1.93416e+13 1.93173e+13
threshold=87.395000000000024 36.593086150000012 92.02500000000002 30.323041000000003 30.330566300000005 5.5000000000000009 88.00500000000001 59.764576050000009 10.500000000000002 8.5000000000000018 2.5000000000000004 1.5000000000000002 89.00500000000001 8.5000000000000018 6.0000000000000009 59.963561900000009 59.939085000000013 61.686687400000004 6.5000000000000009 30.370944000000005 30.389265100000003 2.5000000000000004 30.370944000000005 5.5000000000000009 4.5000000000000009 30.438492500000006 3.5000000000000004 89.00500000000001 59.963561900000009 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -8 9 10 -7 -9 13 -5 15 16 -14 18 22 21 -21 -20 -12 -24 26 -22 -23 -13 -6 -29
right_child=1 -3 -4 4 5 8 7 11 -10 -11 17 27 14 -15 -16 -17 -18 -19 19 20 25 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=7.4566739452643276 -693.70821413209364 -291.27015190342303 -211.27214278139729 -115722.77546037946 20226.14459269663 1540.3938937622497 8736.1581236592283 -91977.067925347234 4208.2565119981946 -33859.861702138376 -114318.72033943965 18471.159751586914 73979.188634072591 55701.481401466837 -12383.02853088379 28885.479153262873 206632.60699344758 131593.02151562501 -8238.3644531250011 -85052.519077148449 133318.02613636365 85146.821139705891 110703.23925374349 -75146.413245738644 62936.548885371769 24618.550980607437 219883.25349657016 -60876.616794305097 108893.51313189339 -4112.8664516256313
leaf_weight=3832905 5039 199675 31363 28 89 287 305 81 2614 97 29 80 31 49 48 34 31 25 49 40 33 34 36 22 116 338 41 152 34 99
leaf_count=3832905 5039 199675 31363 28 89 287 305 81 2614 97 29 80 31 49 48 34 31 25 49 40 33 34 36 22 116 338 41 152 34 99
internal_value=0 -118.642 717.51 3671.51 8233.17 6764.73 -8887.9 -18086.9 10260.7 24054 29404.2 -37943.9 38804.6 -6634.61 63102 100844 140306 39885.1 36778.4 43203.7 22672.7 78363.2 -11300.5 40208.5 100580 34287.2 158803 -24721.2 44735.8 -38487.7
internal_weight=0 240899 41224 9861 4822 4601 840 717 3761 1147 1050 412 221 77 144 96 62 763 738 651 411 240 87 58 191 371 75 331 123 251
internal_count=4073804 240899 41224 9861 4822 4601 840 717 3761 1147 1050 412 221 77 144 96 62 763 738 651 411 240 87 58 191 371 75 331 123 251
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 1 0 0 4 3 4 4 1 2 4 4 6 0 0 0 1 4 6 4 3 0 5 2 4 1
split_gain=3.65757e+11 5.21463e+12 1.05172e+13 1.45357e+13 2.83113e+13 1.96085e+13 2.32537e+13 1.99654e+13 2.74694e+13 1.68065e+13 1.35595e+13 1.54776e+13 1.57176e+13 3.00884e+13 1.92492e+13 2.83075e+13 3.03577e+13 2.41238e+13 2.09951e+13 4.72315e+13 2.21155e+13 2.01326e+13 1.44746e+13 1.42663e+13 3.64686e+13 1.72948e+13 1.42031e+13 2.00053e+13 1.28791e+13 1.77173e+13
threshold=71.030000000000015 70.00500000000001 37.873748150000004 37.475446350000006 37.425454150000007 37.517483500000004 55.749683450000006 55.93962770000001 21.500000000000004 10.500000000000002 26.500000000000004 25.500000000000004 37.290808600000013 2200.0000000000005 7.5000000000000009 18.500000000000004 70.50500000000001 55.520061350000013 55.622114900000007 55.710673100000008 37.374856000000008 22.500000000000004 70.50500000000001 23.500000000000004 16.500000000000004 60.028671700000011 2.5000000000000004 75.000000000000014 5.5000000000000009 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 -1 3 4 10 6 -5 8 -8 -6 11 12 13 26 17 18 21 -14 -16 20 -20 -17 -13 24 -15 -25 27 -3 -4 -30
right_child=-2 2 28 5 9 -7 7 -9 -10 -11 -12 22 14 23 15 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-2.2054983806189923 68.786677442427262 -113212.04002232142 2665.2474019872916 9477.2504693658502 -14208.431268898352 4140.6295245467472 122206.73977661133 -25231.779403409091 23282.626214843753 -58299.579206194197 -48401.065600585942 78302.309183843085 13702.831294921876 802.50242456888384 19174.396754350611 -32989.897695312502 -31753.425022898708 -97488.207391357428 192019.45352746212 18757.25695008117 69984.339525462972 87592.797939453128 12435.997477921197 -36866.934532356267 69264.393097310138 27191.703522858799 -8356.5822103935388 -31039.485961028578 -5693.44831844895 5600.9112520245717
leaf_weight=3397831 649723 35 3267 222 379 2141 64 22 50 112 56 47 50 5154 189 20 145 32 33 77 27 45 115 192 79 54 228 193 11645 1577
leaf_count=3397831 649723 35 3267 222 379 2141 64 22 50 112 56 47 50 5154 189 20 145 32 33 77 27 45 115 192 79 54 228 193 11645 1577
internal_value=0 -13.0523 -1417.08 1184.49 -1079.25 7762.83 29425.2 61987.2 78819 -24265.9 602.137 1010.8 255.941 -1324.42 15433.1 22336 -6296.99 -29688.8 40780.6 70587.8 137104 50490.4 31545.4 729.674 1836.04 -22805.3 -26005.1 -43653.7 -2957.14 -4346.36
internal_weight=0 3.42408e+06 26250 9761 7262 2499 358 136 114 491 6771 6715 6553 5935 618 536 210 82 326 137 60 65 162 5479 5233 246 456 228 16489 13222
internal_count=4073804 3424081 26250 9761 7262 2499 358 136 114 491 6771 6715 6553 5935 618 536 210 82 326 137 60 65 162 5479 5233 246 456 228 16489 13222
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=31
num_cat=0
split_feature=2 6 6 3 2 0 6 4 3 3 6 6 6 6 6 6 6 5 1 1 6 4 1 6 6 3 4 0 1 4
split_gain=3.5561e+11 7.2904e+11 6.11857e+11 5.57312e+11 3.63794e+11 1.17097e+12 6.80382e+12 2.5864e+12 4.88335e+12 4.50775e+12 2.89978e+12 1.07187e+13 6.02638e+12 4.24269e+12 4.41091e+12 3.2329e+12 2.50469e+12 1.62549e+12 3.39106e+12 2.19242e+12 3.92768e+12 3.42102e+12 2.15648e+12 2.33945e+12 1.66244e+12 1.59665e+12 1.47144e+12 1.2535e+12 8.75322e+12 3.3253e+12
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 11703.500000000002 52.960348700000004 99.050000000000011 9.5000000000000018 7.5000000000000009 6.5000000000000009 67.00500000000001 75.605000000000004 70.50500000000001 64.015000000000015 62.995000000000012 82.905000000000015 50.995000000000012 2.5000000000000004 72.839788400000018 72.839788400000018 55.805000000000007 3.5000000000000004 65.64204770000002 49.010000000000012 44.820000000000007 6.5000000000000009 8.5000000000000018 44.249882500000005 42.186961750000002 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=4 2 3 -2 -1 27 7 8 9 10 13 12 -12 14 17 -13 -10 19 26 22 21 -21 23 24 -7 -9 -19 -6 29 -29
right_child=1 -3 -4 -5 5 6 -8 25 16 -11 11 15 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6381803995607935 6643.7348760190216 8602.495748197116 -25321.23332868304 -13634.137062026515 370.75673688218524 3008.5258695502034 61582.649189453135 -4144.8489045656643 13496.246363146551 -37471.983342633925 15207.555533854167 -44927.83558407738 84697.325165264425 -33817.81182121508 41057.448599137933 10560.458035714286 57168.963346354169 -8737.4170765269882 -38023.155997983871 -27603.497712590146 52761.700956420907 10901.800702648628 -21324.382320312503 22376.353169389207 -15615.700714547296 -41727.013210449222 22474.337032948373 -7327.323247931985 -28295.779141833122 33914.87565811821
leaf_weight=4059190 23 26 21 33 13368 152 20 26 29 28 24 21 26 33 29 21 24 44 31 26 20 205 50 44 70 20 23 34 97 46
leaf_count=4059190 23 26 21 33 13368 152 20 26 29 28 24 21 26 33 29 21 24 44 31 26 20 205 50 44 70 20 23 34 97 46
internal_value=0 -5875.74 -10764.5 -5305.73 0.148563 499.958 3863.71 2643.44 3825.56 1982.95 3331.83 20058.7 51342.2 1215.09 2880.92 -17183.7 33272.6 1216.08 -10676.1 3271.52 10248.7 6567.87 -2270.45 1311.11 -2863.98 -20484.9 1977.07 260.062 -8100.2 16386.9
internal_weight=0 103 77 56 4.0737e+06 14511 966 946 900 847 819 92 50 727 694 42 53 665 98 567 251 231 316 266 222 46 67 13545 177 80
internal_count=4073804 103 77 56 4073701 14511 966 946 900 847 819 92 50 727 694 42 53 665 98 567 251 231 316 266 222 46 67 13545 177 80
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=31
num_cat=0
split_feature=6 2 0 5 0 2 2 1 4 5 1 1 0 7 0 4 6 4 7 0 1 4 5 2 7 4 3 0 0 0
split_gain=3.54674e+11 2.75711e+12 4.15877e+12 8.50023e+12 7.08541e+12 9.48467e+12 1.10801e+13 6.79191e+12 6.22889e+12 8.59712e+12 6.53616e+12 1.06848e+13 7.33131e+12 5.6615e+12 8.76451e+12 6.67019e+12 8.09966e+12 5.65198e+12 5.78286e+12 5.35319e+12 5.02536e+12 6.48916e+12 4.97003e+12 1.46054e+13 1.60409e+13 1.03877e+13 8.76848e+12 9.33496e+12 9.25099e+12 8.16842e+12
threshold=28.005000000000006 2892.5000000000005 45.073441650000007 3.5000000000000004 59.699368850000006 2828.5000000000005 2343.5000000000005 37.631035900000008 5.5000000000000009 1.5000000000000002 39.873894000000007 39.908802000000009 43.550475500000012 6.0000000000000009 44.046956350000009 3.5000000000000004 19.050000000000004 9.5000000000000018 6.0000000000000009 45.055912800000009 39.939672500000007 4.5000000000000009 1.5000000000000002 2828.5000000000005 6.0000000000000009 16.500000000000004 16.500000000000004 55.743464250000009 55.660117850000006 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 6 7 -5 9 19 12 -12 -10 14 15 16 -11 18 -4 -1 21 -17 -19 24 25 -24 27 28 -27 -29
right_child=-2 -3 3 4 -6 -7 -8 -9 10 13 11 -13 -14 -15 -16 20 -18 22 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-4885.4446717825958 -4.6895489225423379 642.4244322703961 948.56746575767727 -61306.303583559784 -66345.922399902352 -66453.545865885419 59923.933468750009 14739.526676432291 -42887.218691406248 105239.38906250015 41715.861078125003 1844.858032851801 153.97894087953554 -39205.922160456736 2079.6623956831186 -33268.106953125003 22795.959059495195 -855.83691412349697 7930.7031717026985 -20642.22125108507 58021.472991071438 27046.567626953125 20760.827532288658 -50895.843470177286 -64568.140511924343 -32724.139679276315 34956.981605747766 -106488.98359375 44687.380588942309 -27165.580078125
leaf_weight=5169 3973435 57043 16191 23 32 24 25 24 40 22 100 205 3718 26 493 30 26 15172 1280 225 21 44 173 78 38 38 28 21 26 34
leaf_count=5169 3973435 57043 16191 23 32 24 25 24 40 22 100 205 3718 26 493 30 26 15172 1280 225 21 44 173 78 38 38 28 21 26 34
internal_value=0 185.651 -415.736 125.096 -25594.9 -12011.3 6136.14 -22474.4 -2190.56 -4222.76 838.491 14917.3 -304.15 6532.23 8402.03 30198.7 60582.5 224.62 1460.11 -5542.71 14846.9 2594.67 -1158.34 -11684.8 -3141.66 4152.73 -15392.8 -27239.9 -1275.71 -57452.7
internal_weight=0 100369 43326 33207 128 96 72 47 10119 6056 4063 305 3758 662 636 143 48 33079 17471 5394 95 74 15608 436 358 320 147 119 64 55
internal_count=4073804 100369 43326 33207 128 96 72 47 10119 6056 4063 305 3758 662 636 143 48 33079 17471 5394 95 74 15608 436 358 320 147 119 64 55
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=31
num_cat=0
split_feature=0 7 4 0 1 4 0 1 1 6 6 0 0 1 4 1 6 5 6 3 1 1 1 3 5 1 0 3 0 6
split_gain=3.79752e+11 4.80488e+12 1.55809e+13 3.36578e+13 3.6347e+13 2.04014e+13 3.41499e+13 5.13385e+13 5.60642e+13 4.75924e+13 2.94616e+13 6.06783e+13 2.49035e+13 5.60782e+13 6.24166e+13 2.43332e+13 2.60897e+13 1.73061e+13 2.73676e+13 1.70047e+13 1.86175e+13 2.9518e+13 2.32159e+13 1.57192e+13 4.43719e+13 2.22385e+13 4.38957e+13 2.35686e+13 1.95816e+13 1.69139e+13
threshold=45.073441650000007 6.0000000000000009 8.5000000000000018 45.001720900000002 39.029038350000008 11.500000000000002 43.6005307 39.735861600000007 39.763755750000009 61.805000000000007 64.015000000000015 45.015054600000006 43.687280500000007 39.718675700000013 10.500000000000002 39.703507450000011 43.605000000000011 4.5000000000000009 130.05000000000004 5.5000000000000009 38.965413050000002 39.029038350000008 39.038055050000004 8.5000000000000018 4.5000000000000009 37.131181300000009 44.739668300000005 2.5000000000000004 45.00849250000001 128.05000000000004
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 -5 6 7 -4 9 -9 12 -12 13 14 15 16 -8 18 -10 -13 -21 -22 -23 24 25 26 -7 -27 29 -29
right_child=-2 2 5 4 -6 23 10 8 17 -11 11 19 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=224.43631196493422 -10.987145896246105 -1394.0583352031917 -50966.530114182664 -25312.607362527069 -2205.0325223466657 -85533.207131958014 112379.54683061079 23679.50306829637 1127.6418960124533 215995.11647727271 13009.704446772186 40951.759440651265 3361.9328093797685 -18925.355099303466 -40022.955521334137 69950.852882543099 268208.23705357144 60751.354554521284 -31112.692367486885 165556.95793805807 -11634.290456627155 181023.63333333333 62712.537599927331 896.94823280122228 -151771.29620117188 5148.9669478879041 -1300.1586316338901 -1064.3094693821429 -7550.3733269547974 40939.99116240826
leaf_weight=392688 3606732 15724 195 1324 1401 96 22 31 6737 22 1065 119 3000 83 26 29 21 47 274 28 29 27 43 24298 20 3449 174 8187 7816 97
leaf_count=392688 3606732 15724 195 1324 1401 96 22 31 6737 22 1065 119 3000 83 26 29 21 47 274 28 29 27 43 24298 20 3449 174 8187 7816 97
internal_value=0 84.8428 -652.099 -3172.17 -13432.3 179.093 3873 -345.628 1042.51 103509 10734.4 23349.4 5535.27 41557.4 92782.7 140740 188482 273.074 -132.357 68112.8 93562.8 73200.8 108347 -808.302 -2896.82 -2746.59 -31249.7 -2352.92 -3960 -572.468
internal_weight=0 467072 74384 18449 2725 55935 11798 7306 7111 53 4492 1311 3181 181 98 72 43 7058 7011 246 127 99 70 44137 19839 19819 270 19549 16100 8284
internal_count=4073804 467072 74384 18449 2725 55935 11798 7306 7111 53 4492 1311 3181 181 98 72 43 7058 7011 246 127 99 70 44137 19839 19819 270 19549 16100 8284
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=31
num_cat=0
split_feature=4 5 6 4 7 1 0 1 1 0 6 0 2 0 1 0 0 1 1 6 1 1 4 0 1 6 6 4 1 7
split_gain=3.83103e+11 6.55512e+12 1.58862e+13 1.45533e+13 1.97251e+13 2.66517e+13 5.57614e+13 4.15736e+13 2.31469e+13 2.75821e+13 2.16161e+13 1.90716e+13 1.78862e+13 3.2731e+13 2.12514e+13 1.65431e+13 1.63184e+13 1.92877e+13 2.55867e+13 1.61187e+13 1.53191e+13 2.14735e+13 6.40685e+13 2.94565e+13 5.33901e+13 3.85563e+13 3.46552e+13 3.50997e+13 3.05454e+13 2.89912e+13
threshold=14.500000000000002 2.5000000000000004 74.015000000000015 15.500000000000002 6.0000000000000009 30.425503950000003 59.982409200000006 37.343102500000008 30.362494150000003 59.838047850000002 68.00500000000001 60.002985000000002 75.000000000000014 55.775215600000003 37.586700500000006 47.139841100000005 45.053967500000006 38.999037500000007 38.91194105000001 61.425000000000004 30.205407000000005 30.330566300000005 18.500000000000004 59.939085000000013 30.260128500000004 59.245000000000012 63.140000000000008 17.500000000000004 30.303340300000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -3 -11 12 13 14 -10 16 -5 18 -18 -8 -17 22 23 26 -25 -26 27 28 -22 -27
right_child=1 2 -4 15 5 7 19 -9 11 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 21 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-19.982902283002176 -64.315770460853543 71864.432600204847 52.542343124867017 1355.1347484597643 20949.033030918668 -38903.909219496418 65175.869888392859 17035.154829189512 56408.882114955355 -65031.03279047228 13864.125157912233 87481.523653738841 -2060.6586219914757 134706.66883370536 -49098.009687500002 16870.337340177211 -24436.158814871655 8452.4460770475143 40726.39094554029 157062.4037202381 -4158.9545776367186 1447.4005377339861 4293.4227106602984 -3627.3611968141699 21364.319973915502 -53082.714794170672 -32369.509818291146 -34842.582015306129 120959.05693750001 -119867.31137319712
leaf_weight=2859571 987360 23 170840 1692 336 157 35 864 42 133 47 28 720 28 35 615 70 1244 433 42 32 47212 1440 179 38 130 229 49 50 130
leaf_count=2859571 987360 23 170840 1692 336 157 35 864 42 133 47 28 720 28 35 615 70 1244 433 42 32 47212 1440 179 38 130 229 49 50 130
internal_value=0 47.0606 531.775 1992.92 9466.19 17104 38539.1 8433.36 -905.581 -31254.3 -44430.6 6316.93 3562.25 42119.3 8451.2 1645.37 8354.67 15133.9 31658 115296 1184.86 989.941 -8495.15 -30497 -46794.5 -72723.7 -8902.88 32118.9 72132.5 -86475
internal_weight=0 1.21423e+06 226873 56033 2490 1434 413 1021 1056 203 180 853 825 105 77 53543 3439 1747 503 77 50104 49489 2277 837 477 298 360 131 82 260
internal_count=4073804 1214233 226873 56033 2490 1434 413 1021 1056 203 180 853 825 105 77 53543 3439 1747 503 77 50104 49489 2277 837 477 298 360 131 82 260
is_linear=0
shrinkage=0.1


Tree=4040
num_leaves=31
num_cat=0
split_feature=4 0 1 0 4 1 1 1 1 6 6 6 6 6 4 6 6 6 6 6 1 4 6 0 4 6 6 0 0 5
split_gain=3.89393e+11 2.77805e+12 6.70242e+12 1.48087e+13 1.41119e+13 2.15378e+13 1.26201e+13 3.49189e+13 2.5873e+13 6.39229e+13 1.28846e+13 1.62251e+13 2.04792e+13 2.62346e+13 1.81269e+13 1.15822e+13 1.70377e+13 1.57083e+13 3.99414e+13 1.5567e+13 1.34253e+13 2.84726e+13 3.36859e+13 2.11652e+13 3.2989e+13 1.35476e+13 1.31073e+13 1.1979e+13 2.25907e+13 2.0184e+13
threshold=5.5000000000000009 55.080855950000007 36.049731800000011 55.026775150000006 4.5000000000000009 34.382014200000008 36.593086150000012 37.318079750000003 37.331232350000008 118.04500000000002 156.15000000000003 101.02000000000002 91.02500000000002 81.705000000000013 2.5000000000000004 116.05000000000001 97.020000000000024 80.720000000000013 84.00500000000001 86.030000000000015 20.507515800000004 3.5000000000000004 110.01500000000001 54.73499850000001 3.5000000000000004 102.04000000000001 80.030000000000015 54.724612400000005 54.73499850000001 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 15 -4 10 9 -9 11 12 13 -8 -14 16 17 26 -19 -20 21 22 -18 24 25 -22 -1 29 -29 -21
right_child=-2 -3 6 -5 -6 -7 7 8 -10 -11 -12 -13 14 -15 -16 -17 20 18 19 27 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5020.7224868764351 -19.332054151966446 199.59220856780141 4436.6704925988988 -59388.76724110479 -6283.7550445923007 -29353.217273063306 -8611.6351435228298 9969.4609468869639 -86.336213170979136 150704.37526041668 68588.607440476189 -61120.078269082995 -13445.750593750003 -58844.861116840679 100200.12773437501 -12508.878540096779 -112341.68186035157 -76107.925181525745 57324.311346726194 80800.192045454547 26515.101041666669 40670.940612192622 46318.081793478261 152022.93812500002 -65388.994176136366 137607.44483695654 72573.383836206907 -70638.829400275747 7985.2566950158234 -6257.19923997962
leaf_weight=3006 2928705 593538 6152 46 4748 214 3667 1467 530822 33 21 61 25 107 32 423 32 85 42 33 21 122 23 20 22 23 29 68 79 138
leaf_count=3006 2928705 593538 6152 46 4748 214 3667 1467 530822 33 21 61 25 107 32 423 32 85 42 33 21 122 23 20 22 23 29 68 79 138
internal_value=0 49.4437 -112.132 -2792.5 -2507.29 1586.47 -66.796 -118.462 -49.276 13065.6 -9530.53 -9952.04 -9137.3 -10035.8 50355.4 3175.79 4948.33 3093.58 -14452.2 105.358 29490.2 13741.5 -45993.1 61903.4 34594.4 84586.1 5666.2 -7451.86 -28385.1 10543.3
internal_weight=0 1.1451e+06 551561 9174 9128 4380 542387 536235 532322 1500 3913 3892 3831 3774 57 4166 3743 3480 445 360 263 177 55 86 66 44 3035 318 147 171
internal_count=4073804 1145099 551561 9174 9128 4380 542387 536235 532322 1500 3913 3892 3831 3774 57 4166 3743 3480 445 360 263 177 55 86 66 44 3035 318 147 171
is_linear=0
shrinkage=0.1


Tree=4041
num_leaves=31
num_cat=0
split_feature=0 0 6 6 7 1 1 0 6 6 1 1 1 4 1 1 6 1 1 1 1 1 4 1 5 6 4 4 4 6
split_gain=3.88899e+11 1.27782e+13 6.26593e+13 6.17007e+13 7.43026e+13 1.25236e+14 1.08679e+14 1.06211e+14 5.48357e+13 6.60737e+13 7.70037e+13 9.54277e+13 7.89432e+13 5.18164e+13 5.07244e+13 8.2647e+13 4.62824e+13 4.60763e+13 4.37106e+13 7.09153e+13 1.70223e+14 6.58801e+13 4.72363e+13 4.55133e+13 4.17701e+13 5.42813e+13 4.81897e+13 8.35958e+13 6.70373e+13 4.16119e+13
threshold=55.595177750000005 55.568628050000008 81.705000000000013 77.010000000000005 6.0000000000000009 38.066230450000006 37.425454150000007 55.579943700000008 56.010000000000012 35.995000000000012 37.755233900000007 37.503969450000007 37.600779750000008 18.500000000000004 37.586700500000006 37.755233900000007 88.825000000000003 37.475446350000006 37.618684050000006 37.71815560000001 37.740454950000007 37.442254400000003 13.500000000000002 37.780517050000007 2.5000000000000004 75.010000000000005 24.500000000000004 22.500000000000004 17.500000000000004 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 -1 3 4 5 7 13 17 9 -8 11 29 -13 -6 16 -16 -4 -3 21 22 -21 -9 -20 -22 -10 26 27 28 -26 -11
right_child=-2 2 14 -5 6 -7 8 18 24 10 -12 12 -14 -15 15 -17 -18 -19 19 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.0441160655615709 -34.295729192528974 -3639.1353467424774 26430.89289652837 -21576.529938633495 67660.460667795371 5298.3180397060669 -5440.1736419834842 -11299.858132404657 -6565.3476398767307 8847.9896913004995 -11271.834839482397 86712.983451109249 31248.893457750019 236270.25379464286 66253.120161010462 12085.706370532787 -8114.5285262580583 -33617.721868706169 -13883.505682614843 100144.70601181402 16160.408106692514 21565.4381551884 -53399.474466899672 -27627.27269972453 55798.381017529842 -22891.371136023379 -93548.733125000013 172659.81209077383 -8463.9310795181864 47258.312487812225
leaf_weight=2216173 1825104 661 616 1201 138 9229 1554 1123 3658 2558 754 343 1019 21 439 786 1047 2285 833 164 399 1335 475 586 364 257 30 42 293 317
leaf_count=2216173 1825104 661 616 1201 138 9229 1554 1123 3658 2558 754 343 1019 21 439 786 1047 2285 833 164 399 1335 475 586 364 257 30 42 293 317
internal_value=0 27.8353 1995.49 625.433 1563.07 -2602.18 7835.9 -11877.5 6669.32 12566.3 18172.8 23412.6 45216.7 89929.7 16056.1 31497.5 4681.61 -26891.4 -2878.42 -12310.8 5815.62 6550.09 -28233.7 -9889.93 -1641.51 16625.6 30556.8 35883.2 27139.5 13083.1
internal_weight=0 2.2487e+06 32527 29639 28438 17090 11348 7861 11189 6545 4991 4237 1362 159 2888 1225 1663 2946 4915 2457 1149 2458 1308 985 4644 986 729 699 657 2875
internal_count=4073804 2248700 32527 29639 28438 17090 11348 7861 11189 6545 4991 4237 1362 159 2888 1225 1663 2946 4915 2457 1149 2458 1308 985 4644 986 729 699 657 2875
is_linear=0
shrinkage=0.1


Tree=4042
num_leaves=31
num_cat=0
split_feature=6 1 1 3 3 0 4 4 4 6 4 5 0 4 0 6 3 6 3 6 4 6 6 3 5 0 3 0 6 6
split_gain=3.7474e+11 3.06049e+12 8.93363e+12 3.81388e+13 4.44127e+13 1.91445e+13 1.86187e+13 2.89229e+13 2.13986e+13 1.843e+13 1.83313e+13 1.58161e+13 2.31276e+13 1.45603e+13 1.76903e+13 1.34882e+13 1.26351e+13 1.24667e+13 3.37335e+13 1.8286e+13 2.56254e+13 1.82187e+13 1.21778e+13 1.83714e+13 1.03925e+13 9.56384e+12 1.29297e+13 1.86292e+13 1.98979e+13 5.87283e+13
threshold=87.395000000000024 37.318079750000003 37.290808600000013 10.500000000000002 16.500000000000004 44.895258050000002 23.500000000000004 12.500000000000002 11.500000000000002 112.00500000000001 22.500000000000004 3.5000000000000004 45.055912800000009 4.5000000000000009 55.676890650000011 98.020000000000024 5.5000000000000009 99.050000000000011 3.5000000000000004 138.05000000000004 8.5000000000000018 108.05000000000001 106.49500000000002 11.500000000000002 2.5000000000000004 54.604289300000012 7.5000000000000009 50.596941950000009 122.65000000000002 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 25 6 5 9 7 8 11 -5 -6 12 17 -13 16 -14 -15 18 -4 20 21 -19 23 -7 -22 26 27 28 29 -2
right_child=1 -3 3 4 10 22 -8 -9 -10 -11 -12 13 15 14 -16 -17 -18 19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6035802302068207 4029.0681050490271 -295.16627627844349 109391.74607110023 -45808.108109375004 -72744.638260135136 174996.81615694487 66236.388212626684 -34369.61046625665 97837.03521634615 76875.025651041666 25513.874328926282 -85458.048461914062 5037.1622023809532 83400.286616847836 -79962.429389880956 103590.5599371189 -20321.105566406251 -35666.359973144536 -26892.97320963542 53559.038581730776 -36578.959239130432 -163207.24732142859 26453.189699074075 79322.333169278238 58484.057269021745 -49.46020769995198 -2773.6424576180971 19333.368756791882 -24290.824492922988 150267.38789760045
leaf_weight=3832905 1428 194458 32 25 37 26 37 235 26 24 39 32 21 23 21 41 24 24 42 26 23 21 27 88 23 41342 1423 1064 239 28
leaf_count=3832905 1428 194458 32 25 37 26 37 235 26 24 39 32 21 23 21 41 24 24 42 26 23 21 27 88 23 41342 1423 1064 239 28
internal_value=0 -120.979 608.377 10380.7 42285 68128 -2655.43 -6806.89 10283.4 14281.6 -22322.5 3834.74 17142.4 -29833.7 -3657.51 70209.6 30436.2 -83.5685 32041 -20401.6 -41533.3 -95185.4 86840.6 101143 10952.5 411.531 4968.75 8962.01 2451.62 6841.34
internal_weight=0 240899 46441 917 266 190 651 614 379 49 76 353 253 100 68 62 47 191 74 117 91 45 141 114 46 45524 4182 2759 1695 1456
internal_count=4073804 240899 46441 917 266 190 651 614 379 49 76 353 253 100 68 62 47 191 74 117 91 45 141 114 46 45524 4182 2759 1695 1456
is_linear=0
shrinkage=0.1


Tree=4043
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 1 4 3 0 4 0 0 4 5 6 1 6 6 6 6 4 3 6 1 6 0 1 1 1
split_gain=3.69223e+11 3.06344e+12 2.32457e+13 5.30274e+13 2.38823e+13 2.10162e+13 5.45438e+13 5.15609e+13 6.39906e+13 3.04628e+13 2.30013e+13 2.1528e+13 3.62487e+13 4.50974e+13 5.83217e+13 3.37102e+13 2.6588e+13 2.51469e+13 9.95779e+13 1.85979e+13 8.02424e+13 1.80891e+13 1.78812e+13 1.77399e+13 1.76712e+13 2.06541e+13 1.76031e+13 4.48176e+13 4.00328e+13 9.33977e+13
threshold=82.860505900000007 82.918694400000007 55.012912000000007 54.998919050000005 69.015000000000015 7.5000000000000009 82.911604200000014 23.500000000000004 14.500000000000002 55.055052800000006 8.5000000000000018 55.030407050000001 55.026775150000006 5.5000000000000009 3.5000000000000004 97.020000000000024 82.906746050000024 105.00500000000001 134.05000000000004 122.65000000000002 99.050000000000011 26.500000000000004 13.500000000000002 19.050000000000004 82.901648750000021 142.05000000000004 55.050541250000002 82.895858600000011 82.901648750000021 82.906746050000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 10 26 -8 12 17 14 16 -15 -14 -4 -19 20 -12 23 -9 -13 -2 -26 -7 -28 -29 -30
right_child=1 -3 5 4 -6 6 7 22 -10 -11 19 21 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-16.048358679761218 1569.1180034879171 -6.5400215642885628 -64.838017822488794 -12749.989655668734 -47139.463120506087 4174.8769395453119 -65602.153665865393 14223.820817115215 100809.52011152628 10506.221150509506 28218.089833986422 -34380.804582406352 7765.1081185477124 21517.946260674056 185301.93941761367 -60075.133010912701 73781.039612454086 185351.23358226102 -47419.249794921874 -7658.9675394144142 186157.33860294119 84903.449166015635 -24508.180305046044 -13.298362446298654 -2546.4579970739342 63126.462540690103 39367.105795274641 -14851.875721475448 18424.699758989602 -26130.976819598593
leaf_weight=3172333 24635 807154 1641 1897 226 5776 26 281 138 4209 597 151 112 258 33 63 134 34 40 111 34 25 207 28160 20657 48 227 2459 1439 699
leaf_count=3172333 24635 807154 1641 1897 226 5776 26 281 138 4209 597 151 112 258 33 63 134 34 40 111 34 25 207 28160 20657 48 227 2459 1439 699
internal_value=0 56.4752 595.752 -964.059 -16410.9 2175.84 5088.75 23999.4 38114.2 3308.66 26848.6 635.985 9907.98 31063.7 60470.7 5504.35 43725 2506.57 59529.4 30088.1 36728.3 -121.52 -2205.53 -196.601 -240.778 -2394.21 450.684 -4008.47 -6150.35 3857.62
internal_weight=0 901471 94317 47463 2123 46854 16203 1394 906 14809 768 30651 2315 600 279 321 246 1715 74 742 631 28336 488 28311 45340 20705 10600 4824 4597 2138
internal_count=4073804 901471 94317 47463 2123 46854 16203 1394 906 14809 768 30651 2315 600 279 321 246 1715 74 742 631 28336 488 28311 45340 20705 10600 4824 4597 2138
is_linear=0
shrinkage=0.1


Tree=4044
num_leaves=31
num_cat=0
split_feature=0 0 6 5 3 4 4 1 6 3 6 6 3 1 1 4 1 7 6 1 6 6 4 4 4 4 7 1 1 1
split_gain=3.76314e+11 4.72319e+12 1.48304e+13 1.59097e+13 1.80808e+13 3.12581e+13 1.10881e+13 1.0283e+13 9.96632e+12 2.43508e+13 1.3343e+13 9.19267e+12 2.29006e+13 7.97127e+12 6.0784e+13 1.46512e+13 1.35642e+13 9.82963e+12 1.267e+13 9.2912e+12 9.81995e+12 8.41691e+12 8.80234e+12 7.8461e+12 7.7936e+12 7.74986e+12 9.60212e+12 7.03383e+12 7.21478e+12 1.86692e+13
threshold=45.073441650000007 45.07004340000001 67.00500000000001 2.5000000000000004 1.5000000000000002 9.5000000000000018 18.500000000000004 39.008519500000006 84.00500000000001 18.500000000000004 91.02500000000002 100.05000000000001 3.5000000000000004 39.004719500000007 38.989878900000008 9.5000000000000018 38.927872750000006 6.0000000000000009 56.805000000000007 39.01296365000001 52.990000000000002 37.005000000000003 10.500000000000002 21.500000000000004 5.5000000000000009 21.500000000000004 6.0000000000000009 41.966773150000002 39.033214400000013 39.029038350000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 -7 9 -8 -10 -6 -13 14 16 -16 17 18 -3 20 -15 -18 24 -19 -23 26 -12 28 29 -21
right_child=-2 2 3 4 6 7 8 -9 10 -11 25 12 -14 19 15 -17 21 23 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=23.688497523397057 -10.937297473447213 -5597.3452898697351 -15038.152420210296 -15125.314638671876 -4326.6730029488272 42030.513079637101 14239.302135242007 120602.03372395833 -23013.782502876697 118628.82883864183 -37758.421818659859 44231.556291852678 -59744.589245465155 5254.095978956957 -11749.459935981642 -36401.785710015705 -6092.6756122399429 -2501.6345575316341 -48612.803491870785 7559.1953958423665 31459.246753299598 11392.437025146486 6547.264522184988 25312.627861219014 31034.343839466725 71155.232662527909 45270.658795572919 -16328.425774073747 7580.8257254813207 -6882.1206216837709
leaf_weight=450616 3606732 917 1009 60 861 31 159 36 129 26 26 28 87 312 552 428 362 234 74 2088 264 560 2103 179 316 28 30 165 3825 1567
leaf_count=450616 3606732 917 1009 60 861 31 159 36 129 26 26 28 87 312 552 428 362 234 74 2088 264 560 2103 179 316 28 30 165 3825 1567
internal_value=0 84.4578 1748.51 -5327.72 1199.8 37300 -2136.97 84248 11930.6 28910.3 -2817.05 -7873.53 -34428.7 3022.09 157.164 -22516 4839.92 -3407.79 -8809.4 5017.19 17264.8 8305.89 10055.6 9553.46 18477.9 28199.4 6721.44 4094.41 4544.92 1367.8
internal_weight=0 467072 16456 2510 1501 127 1374 67 398 185 213 976 115 13946 5725 980 4745 1404 991 8221 576 3341 2979 413 876 84 56 7645 7480 3655
internal_count=4073804 467072 16456 2510 1501 127 1374 67 398 185 213 976 115 13946 5725 980 4745 1404 991 8221 576 3341 2979 413 876 84 56 7645 7480 3655
is_linear=0
shrinkage=0.1


Tree=4045
num_leaves=31
num_cat=0
split_feature=6 0 4 4 6 1 1 0 0 1 5 0 1 1 3 5 1 1 1 6 1 4 3 4 6 6 6 4 3 3
split_gain=3.8036e+11 3.41783e+12 8.54138e+12 1.13792e+13 1.10349e+13 1.18448e+13 1.98098e+13 9.62117e+12 1.19694e+13 1.01213e+13 8.87292e+12 1.12343e+13 8.21872e+12 8.19439e+12 2.9923e+13 2.09384e+13 1.74309e+13 3.0659e+13 1.75835e+13 1.74597e+13 1.4821e+13 2.47366e+13 2.00596e+13 1.93201e+13 2.13042e+13 2.00049e+13 2.91681e+13 6.31724e+13 1.7716e+13 1.6714e+13
threshold=39.305000000000007 47.207933300000008 20.500000000000004 19.500000000000004 38.010000000000012 38.999037500000007 38.965413050000002 45.055912800000009 45.00849250000001 40.377616600000003 2.5000000000000004 45.036141150000006 39.029038350000008 39.723160900000003 3.5000000000000004 2.5000000000000004 39.703507450000011 39.712886600000012 39.689978950000004 37.310000000000009 39.718675700000013 13.500000000000002 8.5000000000000018 4.5000000000000009 30.705000000000002 30.705000000000002 32.410000000000004 11.500000000000002 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 2 3 7 -4 6 -6 8 9 13 -10 -12 -5 16 -15 -16 18 -18 -1 -20 22 23 -19 24 -22 -25 27 28 29 -27
right_child=-2 -3 4 12 5 -7 -8 -9 10 -11 11 -13 -14 14 15 -17 17 20 19 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=998.5030529006217 -17.921616253267405 -24.984718138317156 -4116.7031328215662 1898.7095676407182 1937.2732635323662 357.24600506572284 54182.419384371853 1456.2646503323504 -2001.847164735761 -1558.6342441788754 -1340.0815259850544 73839.882811104922 13534.61958149718 -211.20294454648658 10131.074539042265 93994.715312500004 -35531.024182542074 3118.3268935735223 10428.273419889858 54834.754003906251 1781.834808475196 -45827.227178485577 55164.540639118983 -13868.926545544409 -38023.859036792237 -1585.7855481432632 230.10052712727062 192262.34005468752 -65651.711215820324 60133.468281345748
leaf_weight=27939 3031103 882697 7102 1277 175 821 124 64592 26909 15281 46 35 1157 6721 3903 30 325 687 671 102 243 156 83 491 301 77 609 25 20 102
leaf_count=27939 3031103 882697 7102 1277 175 821 124 64592 26909 15281 46 35 1157 6721 3903 30 325 687 671 102 243 156 83 491 301 77 609 25 20 102
internal_value=0 52.0976 477.339 647.39 -2661.87 6563.34 23604.2 536.853 -163.825 648.474 -1902.37 31145.1 7429.83 1442.33 3842.87 10770.8 638.853 -6461.16 1410.13 16287.9 -3079.73 -7572 8728.5 -4377.23 -20243 2141.63 11578.8 42433.2 23610.4 33583.8
internal_weight=0 1.0427e+06 160004 151782 8222 1120 299 149348 84756 57766 26990 81 2434 42485 10654 3933 31831 3119 28712 773 2794 2024 770 1868 544 1324 833 224 199 179
internal_count=4073804 1042701 160004 151782 8222 1120 299 149348 84756 57766 26990 81 2434 42485 10654 3933 31831 3119 28712 773 2794 2024 770 1868 544 1324 833 224 199 179
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 6 6 5 6 3 5 6 4 6 3 6 4 6 6 4 3 6 6 3 6 6 6 6 6
split_gain=4.02439e+11 5.40677e+12 1.47759e+13 3.04981e+13 9.61451e+13 3.57612e+13 3.54597e+13 1.79993e+13 3.72487e+13 2.80428e+13 2.68989e+13 1.90963e+13 1.69009e+13 2.029e+13 1.96656e+13 1.58178e+13 1.52343e+13 1.52221e+13 1.56557e+13 1.50836e+13 1.434e+13 2.07752e+13 2.03895e+13 2.37322e+13 2.85892e+13 4.57619e+13 2.35038e+13 5.07357e+13 2.23631e+13 2.02034e+13
threshold=43.687280500000007 43.6005307 43.047633000000012 40.024897700000004 10.500000000000002 39.749243900000003 100.05000000000001 38.405000000000008 1.5000000000000002 35.57500000000001 1.5000000000000002 3.5000000000000004 91.02500000000002 11.500000000000002 81.705000000000013 4.5000000000000009 22.940000000000005 4.5000000000000009 41.990000000000002 39.995000000000012 6.5000000000000009 3.5000000000000004 55.805000000000007 83.010000000000005 2.5000000000000004 61.425000000000004 76.00500000000001 65.410000000000011 93.050000000000011 44.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 12 9 17 10 -5 20 13 14 15 19 -3 -9 -19 -7 21 22 29 24 25 -24 27 -26 -25 -10
right_child=-2 2 -4 4 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 28 26 -27 -28 -29 -30 -31
leaf_value=137.75643629419162 4.8787327956521915 -20620.074897741637 -18750.881760020464 92823.804916158551 -194799.42544642859 -744.0282221655151 -119256.61449455493 131253.36697856104 39205.916005608975 -51710.104810573634 3910.0206103515625 96838.868750000009 57424.722607421878 -40678.678525998745 -106477.77708333333 11304.591031236714 -148.9547598677388 119220.68320312501 17974.795182291666 -26664.469942164749 -51200.760181451617 64517.428274498467 117619.33561197919 -111111.654375 36415.081526692709 -54745.845902979658 12746.153437500001 258963.40031249999 33472.5703125 -46145.577038574222
leaf_weight=79526 3977958 374 502 41 21 398 33 43 39 73 200 30 32 273 21 294 12986 24 42 515 31 81 24 20 21 43 20 20 23 96
leaf_count=79526 3977958 374 502 41 21 398 33 43 39 73 200 30 32 273 21 294 12986 24 42 515 31 81 24 20 21 43 20 20 23 96
internal_value=0 -202.485 -1860.45 -1324.42 16637.4 -2397.84 -16694.7 21735.2 32528.5 2588.99 19036.4 19772.9 -14487 -16020 -10538.1 -8868.91 -722.024 84955.3 54791.5 -15365.1 14241.8 19484 7563.37 30499 52091.4 6996.91 101621 144975 -33775.9 -21488.5
internal_weight=0 95846 16320 15818 892 14926 1566 871 557 314 241 448 1533 1501 1228 1207 13360 109 66 913 418 387 306 171 128 67 61 41 43 135
internal_count=4073804 95846 16320 15818 892 14926 1566 871 557 314 241 448 1533 1501 1228 1207 13360 109 66 913 418 387 306 171 128 67 61 41 43 135
is_linear=0
shrinkage=0.1


Tree=4047
num_leaves=31
num_cat=0
split_feature=1 1 6 0 4 4 6 4 0 6 6 1 3 0 4 6 0 4 3 6 0 6 5 0 3 3 6 3 6 5
split_gain=3.96517e+11 7.4003e+12 1.91972e+13 3.5892e+13 1.5297e+13 6.4027e+13 2.19488e+13 3.32208e+13 4.33092e+13 3.02138e+13 2.77709e+13 2.35333e+13 1.84337e+13 1.6573e+13 1.75763e+13 1.53605e+13 1.39527e+13 1.64721e+13 1.39875e+13 1.36128e+13 1.78458e+13 1.30237e+13 2.04473e+13 1.57622e+13 1.29654e+13 2.10248e+13 2.37538e+13 1.70796e+13 1.45073e+13 1.24731e+13
threshold=39.689978950000004 39.712886600000012 156.15000000000003 47.234875100000004 12.500000000000002 19.500000000000004 59.245000000000012 13.500000000000002 45.177967300000006 122.65000000000002 53.995000000000012 39.703507450000011 3.5000000000000004 47.245981600000007 20.500000000000004 41.005000000000003 47.222459950000008 23.500000000000004 4.5000000000000009 168.45000000000002 47.207933300000008 89.00500000000001 3.5000000000000004 47.234875100000004 4.5000000000000009 8.5000000000000018 112.00500000000001 12.500000000000002 104.01000000000001 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 19 29 6 7 10 -9 21 11 12 -6 14 -7 -14 17 -16 -18 -4 -21 23 24 -8 -23 -26 27 28 -27 -2
right_child=1 -3 3 -5 5 13 9 8 -10 -11 -12 -13 15 -15 16 -17 18 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-36.361352058450272 18.085384214116718 6.2054284840798886 141085.26080729169 -48619.728165952627 -6513.3235409007357 -14260.380577690112 36303.364362073524 -45738.024291471156 7579.0768449576135 -34972.989039457512 -65913.611079545459 -52258.1790234375 39675.013622095685 -8715.5316992634143 87170.322270764809 98360.324887603187 27236.582912666108 17108.104415734055 245.12078583507406 -11997.922734375001 100763.33166503906 83893.137785143743 -28450.968444511222 12900.368446649536 834.50898925781257 41558.001543666294 157769.50386439732 81574.561852525687 -44729.516912163635 -48554.86793374116
leaf_weight=1727381 21076 2315381 24 31 34 519 414 164 2145 89 22 20 77 2453 38 106 214 287 1867 25 32 78 39 944 100 70 21 73 27 53
leaf_count=1727381 21076 2315381 24 31 34 519 414 164 2145 89 22 20 77 2453 38 106 214 287 1867 25 32 78 39 944 100 70 21 73 27 53
internal_value=0 26.7684 1560.53 42886.7 1410.88 4676.15 13588.6 7601.46 3792.15 21877.1 41561.6 51538.2 61104.7 -2653.69 2429.96 73667.6 6030.24 25300 3020.79 77907.7 51306.6 24742.1 40409.3 20035 47687.2 37982.5 57431.8 45037.1 17539.8 -103.755
internal_weight=0 2.34642e+06 31042 112 30930 9801 4423 2568 2309 1855 259 237 217 5378 2925 183 2406 325 2081 81 57 1766 408 1358 369 291 191 170 97 21129
internal_count=4073804 2346423 31042 112 30930 9801 4423 2568 2309 1855 259 237 217 5378 2925 183 2406 325 2081 81 57 1766 408 1358 369 291 191 170 97 21129
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=31
num_cat=0
split_feature=4 6 6 1 0 0 1 6 1 2 0 0 0 3 1 6 1 6 0 6 6 1 6 6 1 0 1 6 3 6
split_gain=3.96997e+11 2.19164e+12 8.2353e+12 9.13826e+12 1.2474e+13 1.15493e+13 6.72655e+12 6.06729e+12 6.59491e+12 6.98622e+12 4.57232e+12 3.91999e+12 3.71203e+12 6.37636e+12 3.65897e+12 6.18748e+12 3.44665e+12 8.80103e+12 1.3723e+13 2.34088e+13 8.33396e+12 7.8251e+12 1.35542e+13 1.9025e+13 1.21218e+13 1.20118e+13 1.17325e+13 1.58784e+13 2.33004e+13 8.01346e+12
threshold=2.5000000000000004 110.01500000000001 114.05000000000001 39.105193450000009 55.173955500000005 45.07004340000001 34.382014200000008 108.05000000000001 39.718675700000013 2882.5000000000005 45.177967300000006 60.753246850000004 43.051287600000009 1.5000000000000002 30.303340300000002 128.05000000000004 30.084656550000002 84.810000000000016 59.825842200000004 91.02500000000002 76.605000000000004 30.370944000000005 83.820000000000007 65.410000000000011 30.315889700000003 59.982409200000006 30.410676000000006 64.805000000000021 1.5000000000000002 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -3 14 16 -9 -10 -11 12 13 -8 15 -4 17 20 19 -19 -1 22 23 29 25 -25 27 -23 -29 -18
right_child=-2 2 6 4 -6 -7 11 8 9 10 -12 -13 -14 -15 -16 -17 21 18 -20 -21 -22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4547.7111540292308 -5.2527758704441636 107199.85782001202 -43144.3576976103 -17636.807780481558 65083.199594350968 12944.44521484375 4151.7464033917686 -41928.431709397009 34057.37169642857 -60994.847197265626 -5160.336321022728 36954.413281250003 3576.1595401312525 -59154.326983173079 -44703.892782964947 10092.732479508197 -12915.490521020289 83794.426834239144 102993.1125 -53492.333796296298 -52703.034743088938 3896.8020250294308 -66767.182545731703 98480.410592830885 -18049.00620727539 13787.807670454546 123.91689737659961 152086.77071200285 2951.6817382812501 -77624.189550781259
leaf_weight=1153 3961637 26 34 61 26 26 41 71 35 20 55 34 1724 26 41 61 444 23 23 27 26 73 41 34 32 33 107915 22 20 20
leaf_count=1153 3961637 26 34 61 26 26 41 71 35 20 55 34 1724 26 41 61 444 23 23 27 26 73 41 34 32 33 107915 22 20 20
internal_value=0 185.523 3385.67 26907 7084.11 60072.2 1718.43 124.467 -18169.2 -2833.7 -20049.5 3317.24 2678.68 -20414.8 -19736.1 -8960.54 154.599 5371.45 39066 9659.58 3285.18 94.4755 -11256 -7213.5 32583.5 56766.1 157.937 32081.8 81070.1 -15704.7
internal_weight=0 112167 2100 139 87 52 1961 110067 181 110 75 1825 1791 67 136 95 109886 1252 73 50 1179 108634 604 563 99 67 108030 115 42 464
internal_count=4073804 112167 2100 139 87 52 1961 110067 181 110 75 1825 1791 67 136 95 109886 1252 73 50 1179 108634 604 563 99 67 108030 115 42 464
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=31
num_cat=0
split_feature=6 1 6 1 1 4 6 0 4 3 3 3 6 4 7 0 0 0 0 1 0 6 1 0 3 3 6 1 1 0
split_gain=3.72562e+11 2.7821e+12 9.16229e+12 1.5367e+13 1.766e+13 2.05229e+13 3.36386e+13 3.0485e+13 2.47519e+13 2.86607e+13 2.483e+13 2.38333e+13 1.97622e+13 4.2416e+13 3.32289e+13 2.20808e+13 2.20947e+13 1.93169e+13 1.79729e+13 1.70849e+13 3.61439e+13 2.07385e+13 1.67509e+13 2.44155e+13 1.64656e+13 3.1562e+13 1.62327e+13 1.71157e+13 1.55544e+13 1.5158e+13
threshold=87.395000000000024 36.593086150000012 92.02500000000002 30.323041000000003 30.330566300000005 5.5000000000000009 88.00500000000001 59.764576050000009 10.500000000000002 8.5000000000000018 2.5000000000000004 1.5000000000000002 89.00500000000001 8.5000000000000018 6.0000000000000009 59.963561900000009 59.939085000000013 50.596941950000009 59.764576050000009 30.345769800000003 59.91832440000001 90.045000000000016 33.882313700000005 59.963561900000009 2.5000000000000004 3.5000000000000004 90.045000000000016 30.389265100000003 30.472130500000002 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -8 9 10 18 29 13 -5 15 16 -14 -12 -7 -13 -21 -22 23 -6 -23 -26 27 -20 -29 -9
right_child=1 -3 -4 4 5 8 7 11 -10 -11 17 19 14 -15 -16 -17 -18 -19 26 20 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.581461877343564 -575.63722919358884 -275.03982444644566 -208.65326010826098 -104142.99243861607 30703.264400540866 28057.262850607967 7539.9130660860656 -120520.65876358697 3777.6725469844623 -30609.692106958766 2924.8012414383561 -82691.178248856711 66587.420564516142 50145.449435985334 -11133.503691101076 26005.329170496323 185980.15071824598 43374.164801292485 -87490.939176432294 78590.014611486491 -3695.9712188922808 -8808.9997255067574 -38892.263849431816 147945.07364130436 -165352.0232106855 -25837.800172334562 29207.46143465909 40544.684448242188 -59682.791796875004 -33193.192075892861
leaf_weight=3832905 5039 199675 31363 28 78 133 305 46 2614 97 146 41 31 49 48 34 31 617 48 37 151 37 22 23 31 34 44 32 30 35
leaf_count=3832905 5039 199675 31363 28 78 133 305 46 2614 97 146 41 31 49 48 34 31 617 48 37 151 37 22 23 31 34 44 32 30 35
internal_value=0 -120.627 627.294 3286.03 7321.48 5995.15 -8136.91 -16425.3 9151.48 21398.3 26202.9 -34166.6 34934.3 -5959.44 56801.2 90768.5 126284 35634.2 1129.36 -22268.7 -13726.2 -27227 40178.5 57401.9 -62062.1 -92375.4 -22126.6 -42660.2 -7952.48 -82786.6
internal_weight=0 240899 41224 9861 4822 4601 840 717 3761 1147 1050 412 221 77 144 96 62 763 287 331 290 253 123 101 102 65 154 110 62 81
internal_count=4073804 240899 41224 9861 4822 4601 840 717 3761 1147 1050 412 221 77 144 96 62 763 287 331 290 253 123 101 102 65 154 110 62 81
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=31
num_cat=0
split_feature=5 4 6 4 6 6 1 3 0 6 6 7 2 0 4 2 5 0 4 2 3 6 1 3 3 1 1 0 0 0
split_gain=3.71328e+11 3.23434e+12 4.46776e+12 4.18689e+12 9.56389e+12 1.63852e+13 7.00731e+12 1.30441e+13 6.34951e+12 3.88715e+12 8.80217e+12 8.1405e+12 7.03221e+12 6.82251e+12 3.42923e+12 1.55496e+13 1.85549e+13 1.5529e+13 1.30374e+13 1.62187e+13 1.44442e+13 1.18952e+13 1.67761e+13 1.26426e+13 1.01318e+13 1.22717e+13 1.06109e+13 8.11844e+12 5.84808e+12 4.49852e+12
threshold=4.5000000000000009 25.500000000000004 116.05000000000001 23.500000000000004 138.05000000000004 118.04500000000002 37.503969450000007 9.5000000000000018 45.029425500000009 156.15000000000003 189.00000000000003 6.0000000000000009 3191.5000000000005 45.125532050000011 19.500000000000004 2865.5000000000005 5.5000000000000009 56.850115550000005 18.500000000000004 2828.5000000000005 16.500000000000004 98.020000000000024 55.957851400000003 5.5000000000000009 17.500000000000004 37.978059650000013 39.01296365000001 55.81943720000001 45.059854000000009 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 6 -5 -8 -6 11 12 -10 -11 -12 18 16 21 27 29 -20 -21 22 -16 -23 25 -25 28 -17 -26 -2
right_child=1 2 -4 4 8 -7 7 -9 9 10 13 -13 -14 -15 15 17 -18 -19 19 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.7974735201024616 815.84407378464857 -57177.475815217396 4499.6745442708334 48898.701124366555 45067.729224537041 113291.70779474432 -63094.804891304346 42292.118880208334 -74516.787703804352 -7499.9889806410856 4919.3427604166673 1644.8594780815974 54720.788456530456 -65813.759328125001 -146266.92781250001 27345.068766276047 57103.721506911068 -37175.609590517241 109681.37745768231 61482.31828962054 -41027.965017361115 45649.764812500005 -25430.631467013889 -112989.29513888891 -24812.707617187501 -22084.191074810606 -51994.097547743062 101892.15132998512 43334.6484375 -6726.7298820015949
leaf_weight=4059415 12754 23 24 37 27 22 23 24 23 34 30 36 39 25 20 48 26 29 24 28 27 25 27 27 20 33 36 21 34 843
leaf_count=4059415 12754 23 24 37 27 22 23 24 23 34 30 36 39 25 20 48 26 29 24 28 27 25 27 27 20 33 36 21 34 843
internal_value=0 507.102 -25682.8 592.928 11903.1 36467 16346.2 -9280.21 -263.996 -6809.22 2979.28 -28045.3 25741.2 -27232.1 334.815 -9497.03 -22823.3 24226.6 583.558 41089.9 11159.1 -32184.1 -76850.3 -20188.1 -31161 -62991.5 -9940.71 50033.3 18094.9 348.212
internal_weight=0 14389 47 14342 320 106 84 47 214 187 128 59 73 55 14022 346 248 98 13676 79 55 222 47 175 150 60 90 69 54 13597
internal_count=4073804 14389 47 14342 320 106 84 47 214 187 128 59 73 55 14022 346 248 98 13676 79 55 222 47 175 150 60 90 69 54 13597
is_linear=0
shrinkage=0.1


Tree=4051
num_leaves=31
num_cat=0
split_feature=4 6 5 2 6 1 1 1 6 6 6 1 6 0 0 1 5 6 6 0 5 1 1 0 0 0 4 1 1 0
split_gain=3.59526e+11 2.72429e+12 7.52848e+12 1.80805e+13 2.05865e+13 3.02186e+13 5.66017e+13 4.53926e+13 4.26107e+13 3.24529e+13 3.12286e+13 2.39223e+13 9.15229e+13 2.98629e+13 2.29392e+13 3.94192e+13 5.95903e+13 3.50641e+13 2.77922e+13 2.68959e+13 2.22417e+13 2.2034e+13 3.1765e+13 2.63407e+13 2.37174e+13 2.20183e+13 2.08853e+13 2.92668e+13 3.51874e+13 3.16602e+13
threshold=5.5000000000000009 47.005000000000003 2.5000000000000004 2851.5000000000005 69.015000000000015 37.631035900000008 37.331232350000008 37.318079750000003 104.01000000000001 79.710000000000022 78.010000000000005 37.71815560000001 80.720000000000013 55.520061350000013 44.046956350000009 40.024897700000004 1.5000000000000002 50.010000000000012 68.00500000000001 55.866549750000011 1.5000000000000002 30.410676000000006 30.389265100000003 55.721784200000009 59.764576050000009 55.922096200000006 2.5000000000000004 37.46219940000001 37.600779750000008 55.520061350000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 25 10 21 12 13 -7 15 18 -17 -18 -3 -16 -21 22 -6 -23 -25 26 -8 -28 29 -29
right_child=-2 2 -4 -5 5 11 8 -9 -10 -11 -12 -13 -14 -15 19 16 17 -19 -20 20 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-83.406068325713647 -18.575865245931222 6747.4591710313589 -103.17845270619034 -130.05434566610646 -14588.947221740775 18334.121962483725 21032.366038161057 70475.498681640631 58275.052991661665 4328.0243076473907 -62064.185872757531 1356.7604884880427 -116796.20615234376 155435.20438829786 502.28246898791525 195083.18861177887 132481.90167410715 8675.5691988281251 124890.83609375 -5177.4522514271493 5530.8505149775119 -20170.291073519169 -84396.126268115942 44077.102102967925 -65629.358309659103 -14594.147478693183 -52952.913431706038 -106689.98763786764 -20263.799252717392 -260647.16598011364
leaf_weight=665601 2928705 4500 281431 112691 1179 24 26 78 39 1455 135 4870 24 47 47683 26 28 125 20 2126 22131 171 69 189 22 121 209 34 23 22
leaf_count=665601 2928705 4500 281431 112691 1179 24 26 78 39 1455 135 4870 24 47 47683 26 28 125 20 2126 22131 171 69 189 22 121 209 34 23 22
internal_value=0 47.5096 229.236 701.561 1799.24 -2799.8 -9547.1 -4903.09 -41859.2 -6729.03 -15844.1 2326.24 52024.9 109091 2323.54 9092.89 55117.9 31332.9 7270.22 1881.38 4592.32 -12016 -18448.5 8998.97 32638.5 -50836.7 -64802.8 -72551.8 -124402 -167173
internal_weight=0 1.1451e+06 479498 198067 85376 8737 3772 3298 474 3220 1765 4965 95 71 76639 4699 179 153 4520 71940 24257 1630 1248 382 211 435 314 288 79 56
internal_count=4073804 1145099 479498 198067 85376 8737 3772 3298 474 3220 1765 4965 95 71 76639 4699 179 153 4520 71940 24257 1630 1248 382 211 435 314 288 79 56
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=31
num_cat=0
split_feature=0 0 6 3 4 1 4 1 7 6 5 4 3 4 6 6 6 6 1 4 4 1 4 3 6 3 6 4 1 6
split_gain=4.87119e+11 5.10242e+12 1.55024e+13 1.74015e+13 2.05964e+13 2.18313e+13 1.79086e+13 2.5248e+13 1.77544e+13 1.75608e+13 1.73688e+13 3.00932e+13 5.11998e+13 4.67761e+13 3.43734e+13 3.19042e+13 1.00242e+14 4.3384e+13 4.96259e+13 5.18231e+13 5.02077e+13 2.57574e+13 2.30785e+13 3.35698e+13 2.20323e+13 2.72106e+13 2.27479e+13 2.51975e+13 3.31732e+13 4.2215e+13
threshold=43.687280500000007 43.6005307 36.605000000000011 2.5000000000000004 4.5000000000000009 39.718675700000013 18.500000000000004 39.718675700000013 6.0000000000000009 32.805000000000007 2.5000000000000004 9.5000000000000018 8.5000000000000018 19.500000000000004 61.805000000000007 112.00500000000001 120.05000000000001 103.03500000000001 39.723160900000003 16.500000000000004 13.500000000000002 39.723160900000003 10.500000000000002 2.5000000000000004 95.045000000000016 2.5000000000000004 88.825000000000003 13.500000000000002 39.763755750000009 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 3 -3 5 8 -6 9 -5 -8 24 -12 13 14 -13 17 -17 18 19 22 -20 -15 -16 -24 26 -26 27 -4 29 -29
right_child=-2 2 10 4 6 -7 7 -9 -10 -11 11 12 -14 21 15 16 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=107.75469959707355 5.3675283026803164 -4976.6833694032466 -4108.7005574346167 44867.424419751216 2383.2128291108029 11445.348865400043 33462.285139266307 -809.76055961277177 138811.46084375001 125325.37979029607 -3644.82615501082 95951.483139130578 -11078.085892447918 220732.7861328125 139383.14739583334 267982.70750000002 -17405.45778808594 -94058.736528716225 -57064.025794836962 -85132.229817708343 66550.66708559783 62163.840952845982 145843.68466145833 26268.402935112852 30749.30607638889 -87907.980158547798 62892.600764973962 -30136.768647325309 -148911.36129638672 21298.520041920732
leaf_weight=79526 3977958 1757 7086 103 2510 224 46 92 25 38 2418 66 375 20 39 20 32 37 115 24 46 21 30 108 27 68 48 720 20 205
leaf_count=79526 3977958 1757 7086 103 2510 224 46 92 25 38 2418 66 375 20 39 20 32 37 115 24 46 21 30 108 27 68 48 720 20 205
internal_value=0 -222.772 -1833.4 2944.81 7526.13 30271 4545.42 35381.4 63215.9 75019.4 -3821.38 2241.71 17497.5 36701.5 28548 18684.1 92359.2 9082.36 19624.4 52761.5 -21745.5 139515 71459 52263 -6307 -54184.3 -5744.02 -6154.25 -21492.6 -18737.6
internal_weight=0 95846 16320 4795 3038 352 2686 176 128 84 11525 3351 933 558 517 451 52 399 362 201 161 41 177 138 8174 95 8079 8031 945 925
internal_count=4073804 95846 16320 4795 3038 352 2686 176 128 84 11525 3351 933 558 517 451 52 399 362 201 161 41 177 138 8174 95 8079 8031 945 925
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 6 3 6 6 4 5 6 6 3 3 4 3 6 3 6 6 3 6 4 3 3 4 6 6 6
split_gain=3.94566e+11 4.61727e+12 9.02919e+12 1.4249e+13 1.34692e+13 4.57237e+13 1.27772e+13 1.10731e+13 1.31769e+13 1.05567e+13 1.64209e+13 1.90983e+13 1.24404e+13 1.51176e+13 1.9301e+13 1.27709e+13 1.07293e+13 2.33175e+13 1.04791e+13 1.01631e+13 1.75838e+13 9.23774e+12 7.81772e+12 1.03435e+13 7.45347e+12 9.9045e+12 9.18078e+12 1.14982e+13 7.83766e+12 7.16386e+12
threshold=43.687280500000007 39.689978950000004 3.5000000000000004 96.050000000000011 47.420000000000009 45.605000000000011 11.500000000000002 44.410000000000004 43.010000000000012 4.5000000000000009 3.5000000000000004 99.050000000000011 78.605000000000004 3.5000000000000004 6.5000000000000009 13.500000000000002 2.5000000000000004 71.715000000000018 7.5000000000000009 69.015000000000015 66.990000000000023 4.5000000000000009 28.980000000000004 4.5000000000000009 6.5000000000000009 15.500000000000002 8.5000000000000018 40.905000000000008 30.425000000000001 56.805000000000007
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 3 -1 5 7 9 8 22 -6 11 12 15 -14 -15 16 -11 19 -7 20 29 -9 23 -4 26 -26 28 -28 -24 -18
right_child=-2 -3 4 -5 6 18 -8 21 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=5811.8184874380722 4.8307781905093368 -100.26266624980163 -48356.001136363637 91487.958096590912 -68322.21507859003 38947.7643359375 50404.994849537041 -5477.0522836538466 69807.953812499996 11195.819156335901 66390.777275815228 -98923.052801724145 93909.756975446435 -66924.247128182877 48724.477041330647 -74206.433128720251 -6517.7055183842494 -119856.10065104168 133038.38801185344 34788.658504971587 -114318.95213867188 -88254.890991210938 19628.026458543347 25196.926200636775 -28881.577076593472 36277.789802433894 7846.5661585046146 86884.534058779769 -20606.082765218467 -36333.546363044152
leaf_weight=165 3977958 93888 22 22 42 20 27 26 25 108 23 29 21 27 31 42 212 24 29 33 20 28 62 146 227 26 149 21 221 130
leaf_count=165 3977958 93888 22 22 42 20 27 26 25 108 23 29 21 27 31 42 212 24 29 33 20 28 62 146 227 26 149 21 221 130
internal_value=0 -200.495 -5006.72 15891.4 -7213.35 426.605 -17168.1 -4417.22 -1775.38 -19627 -16705.3 -19528.4 -15975.2 21210.2 -5112 -21138 -16908.7 -24152.8 94634.1 -18337.9 -23180.9 -48398.9 -3822.96 15565 -8436.53 -22185.4 -757.821 17610.1 -11791.5 -17851.2
internal_weight=0 95846 1958 187 1771 1002 769 953 899 742 700 677 648 79 58 569 527 419 49 395 362 54 874 168 706 253 453 170 283 342
internal_count=4073804 95846 1958 187 1771 1002 769 953 899 742 700 677 648 79 58 569 527 419 49 395 362 54 874 168 706 253 453 170 283 342
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=31
num_cat=0
split_feature=4 5 6 1 0 0 1 6 3 3 4 0 1 1 1 7 6 0 1 0 3 3 6 1 1 4 0 6 6 6
split_gain=3.78148e+11 5.6547e+12 1.81341e+13 3.42148e+13 1.87537e+13 3.43273e+13 2.36413e+13 3.44114e+13 3.11665e+13 3.0546e+13 2.60566e+13 4.62633e+13 5.12082e+13 2.31209e+13 1.87867e+13 1.74672e+13 5.10263e+13 2.47193e+13 5.03083e+13 4.07074e+13 2.91203e+13 5.70985e+13 5.5594e+13 4.32439e+13 7.27882e+13 5.51489e+13 5.56779e+13 5.19757e+13 3.91276e+13 1.69597e+14
threshold=14.500000000000002 1.5000000000000002 48.810000000000009 65.593879100000024 45.040161900000008 45.022979600000006 38.927872750000006 53.005000000000003 15.500000000000002 9.5000000000000018 23.500000000000004 45.036141150000006 38.965413050000002 38.948208550000011 39.018051150000005 6.0000000000000009 56.205000000000005 59.825842200000004 36.555998300000006 59.856552950000008 7.5000000000000009 10.500000000000002 102.04000000000001 30.370944000000005 30.277905650000005 16.500000000000004 59.848366150000011 83.010000000000005 94.02500000000002 93.050000000000011
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 5 -4 -7 10 9 -9 -8 -12 -13 -10 -11 16 -3 18 -18 20 -19 28 23 24 27 -26 -27 -23 29 -22
right_child=1 15 3 -5 -6 6 7 8 13 14 11 12 -14 -15 -16 -17 17 19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-19.853240571586294 -24.698964290261557 3173.3827041224235 -2287.4291094325213 -9776.748388131673 -2050.6484810882321 -10565.249009549261 13689.403397598075 23965.918479716202 -109474.42954545455 74517.488676022564 21681.736135278567 5978.917946555398 -138182.65358537945 5830.1249323465745 -776.75329975328953 -277.6380407648777 -12011.684631829965 24133.366380443367 -26.686146333008772 1408.5871268904739 -18039.334804115224 -12907.231207209763 -27231.315925423431 -3534.7606820575843 126001.81571451825 27224.538503715699 111474.0736126772 70318.528054095324 36488.612640035382 -289832.66718749999
leaf_weight=2859571 518031 69117 3196 5203 31288 334 794 473 22 259 99 44 56 83 38 322538 3556 1385 232299 22983 529 372 262 445 96 410 97 94 106 24
leaf_count=2859571 518031 69117 3196 5203 31288 334 794 473 22 259 99 44 56 83 38 322538 3556 1385 232299 22983 529 372 262 445 96 410 97 94 106 24
internal_value=0 46.7552 -186.528 -2187.83 -1111.53 4331.82 13939 18320.4 32779.3 39748.6 5579.78 -26777.2 -74751.6 -18328.9 64883.9 246.384 755.817 119.649 -207.385 2997.4 12556.5 5971.7 15299.6 22659.6 33563.8 56502.9 43343.3 3880.8 -19166.9 -29835.1
internal_weight=0 1.21423e+06 559920 41889 36686 5398 2202 1868 875 770 993 199 100 105 297 654313 331775 262658 235855 26803 3820 2435 1776 1514 1069 603 507 466 659 553
internal_count=4073804 1214233 559920 41889 36686 5398 2202 1868 875 770 993 199 100 105 297 654313 331775 262658 235855 26803 3820 2435 1776 1514 1069 603 507 466 659 553
is_linear=0
shrinkage=0.1


Tree=4055
num_leaves=31
num_cat=0
split_feature=1 1 4 4 5 3 6 0 0 4 4 0 3 6 6 6 4 3 5 3 6 0 6 6 6 4 6 3 6 5
split_gain=4.68711e+11 1.22903e+13 3.21462e+13 3.7427e+13 2.87706e+13 1.83729e+13 1.54783e+13 1.39924e+13 1.33402e+13 1.89467e+13 1.12354e+13 1.60229e+13 9.0492e+12 8.31866e+12 1.08297e+13 1.04459e+13 1.20108e+13 8.1315e+12 1.75286e+13 8.11078e+12 8.10928e+12 7.70309e+12 7.36267e+12 1.06636e+13 1.72419e+13 4.42187e+13 1.01234e+13 2.13864e+13 1.61401e+13 2.29266e+13
threshold=39.703507450000011 39.712886600000012 15.500000000000002 19.500000000000004 2.5000000000000004 13.500000000000002 120.05000000000001 47.22829500000001 47.222459950000008 27.500000000000004 24.500000000000004 47.234875100000004 8.5000000000000018 78.605000000000004 83.820000000000007 62.995000000000012 17.500000000000004 5.5000000000000009 2.5000000000000004 20.500000000000004 55.015000000000008 47.22829500000001 156.15000000000003 130.05000000000004 120.05000000000001 7.5000000000000009 99.050000000000011 1.5000000000000002 112.00500000000001 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 22 4 13 6 7 -6 9 12 17 -12 -5 15 -15 21 -17 18 -10 -19 -11 -4 23 24 26 -26 -2 -28 -29 -30
right_child=1 -3 3 8 5 -7 -8 -9 10 20 11 -13 -14 14 -16 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-39.226710271542558 850.8686830950179 10.519500439172113 -26728.052536078561 28510.562379807696 139131.81850961538 6326.9253997802734 1182.521443256579 61557.956191850142 6573.110897735779 17059.951234080694 -94139.603389616939 -7968.718860035211 107394.30235558712 -45444.846725398937 34987.971349158659 23491.794148311441 84138.370846492689 -6680.5846676001283 90798.792456896568 20969.264717038997 -39254.580166330641 15971.785965288222 38231.256585693358 -43015.042458234515 135847.85241699219 -29130.86941287879 76574.238206845243 -44875.662416634907 66866.178705357146 -65299.813578869056
leaf_weight=1742884 12282 2315381 45 26 26 80 38 220 167 146 31 71 33 47 26 107 47 861 29 121 31 691 52 56 32 33 21 164 35 21
leaf_count=1742884 12282 2315381 45 26 26 80 38 220 167 146 31 71 33 47 26 107 47 861 29 121 31 691 52 56 32 33 21 164 35 21
internal_value=0 29.3307 2832.29 12443.9 24707.5 48657.3 60581.4 69756.8 1709.24 23555.7 -2318.7 -34157.9 72632 15654.9 -16797.5 18316.7 42000.8 438.177 19035.1 -3273.63 7196.95 13361.1 679.965 525.531 719.229 52089.4 452.594 -19844.5 -29048.1 17303.9
internal_weight=0 2.33092e+06 15539 2843 1327 364 284 246 1516 236 1280 102 59 963 73 890 154 1178 196 982 177 736 12696 12644 12588 65 12523 241 220 56
internal_count=4073804 2330920 15539 2843 1327 364 284 246 1516 236 1280 102 59 963 73 890 154 1178 196 982 177 736 12696 12644 12588 65 12523 241 220 56
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 5 6 5 4 0 4 6 0 4 0 4 6 3 6 4 6 3 4 6 4 6 4 0 3 6
split_gain=4.32629e+11 5.09627e+12 1.80553e+13 1.71224e+13 2.40828e+13 3.90342e+13 9.10277e+13 3.30563e+13 2.65939e+13 3.6788e+13 3.33606e+13 3.32025e+13 2.56939e+13 2.9132e+13 2.28884e+13 3.84851e+13 2.04664e+13 2.27353e+13 2.02501e+13 4.39393e+13 2.90701e+13 1.99914e+13 2.15971e+13 1.96706e+13 1.86377e+13 2.07058e+13 1.78015e+13 3.41664e+13 1.76461e+13 2.10762e+13
threshold=60.571186450000006 60.620042600000012 57.15297970000001 56.791379400000004 59.815000000000005 1.5000000000000002 51.015000000000008 2.5000000000000004 6.5000000000000009 56.818587550000011 21.500000000000004 74.615000000000009 56.858606850000008 18.500000000000004 56.858606850000008 16.500000000000004 98.020000000000024 3.5000000000000004 50.795000000000009 21.500000000000004 42.605000000000011 4.5000000000000009 13.500000000000002 71.715000000000018 11.500000000000002 91.02500000000002 15.500000000000002 56.872182500000008 19.500000000000004 68.515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 14 -11 13 -8 16 23 17 -10 20 -20 -5 -18 -23 26 25 -19 27 -16 29 -12
right_child=1 -3 -4 4 7 -7 12 -9 10 11 28 -13 -14 -15 15 -17 21 24 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-22.046658296592899 -3474.2871817882778 9.1939156209917847 -19952.568846088929 227.62505016718947 84791.511816406259 -3753.6783150192541 69944.728719594117 2049.1905309594463 9123.3164636757938 -11953.856090356669 9185.367597704595 -103053.05479362643 -11115.605570114716 22043.634683382239 -100953.24605978261 56609.595196533206 64493.052241847829 50176.152834002576 48640.77313858032 -89606.093685867541 12880.154597341769 -99445.436372767857 8118.002890625 33329.211123213805 29275.412977281383 155037.77124023438 -26253.577092126427 29497.493283969543 21612.049285843237 -16595.455925542417
leaf_weight=2794702 6579 1232124 405 9779 32 12686 306 10014 405 218 707 49 79 217 23 128 23 322 35 67 2230 35 40 117 1003 20 323 158 403 575
leaf_count=2794702 6579 1232124 405 9779 32 12686 306 10014 405 218 707 49 79 217 23 128 23 322 35 67 2230 35 40 117 1003 20 323 158 403 575
internal_value=0 48.1696 1070.41 1253.23 2030.9 170.746 4086.83 5268.05 12304.4 -16529.1 14317.8 -28672.4 42040.6 50069.9 21427.6 6681.33 27404.3 29894.7 2200.27 -42168.4 2577.12 -17066.6 -42078.3 -3609.84 36149.2 56308.4 -12185 12920.9 3359.84 -2377.79
internal_weight=0 1.2791e+06 46978 46573 39994 25399 12713 14595 4581 299 4282 267 602 523 2597 749 1848 1750 12111 102 12009 98 75 621 1345 342 504 181 1685 1282
internal_count=4073804 1279102 46978 46573 39994 25399 12713 14595 4581 299 4282 267 602 523 2597 749 1848 1750 12111 102 12009 98 75 621 1345 342 504 181 1685 1282
is_linear=0
shrinkage=0.1


Tree=4057
num_leaves=31
num_cat=0
split_feature=6 6 1 4 6 0 4 0 0 0 6 3 4 1 1 2 0 4 6 0 5 2 7 3 0 3 1 0 6 0
split_gain=4.39142e+11 3.75564e+12 7.43469e+12 1.06687e+13 1.08689e+13 7.95195e+12 2.30591e+13 9.08448e+12 8.18964e+12 6.19407e+12 6.02848e+12 7.92017e+12 5.31453e+12 1.77274e+13 1.85486e+13 1.73528e+13 2.17289e+13 1.9636e+13 1.93415e+13 2.74237e+13 1.58751e+13 1.53388e+13 1.58682e+13 1.53354e+13 1.43092e+13 1.19179e+13 2.00398e+13 1.31895e+13 1.10997e+13 1.27866e+13
threshold=39.005000000000003 38.205000000000005 30.157841000000001 10.500000000000002 38.605000000000011 59.838047850000002 9.5000000000000018 59.848366150000011 57.719618750000002 60.002985000000002 38.805000000000007 1.5000000000000002 18.500000000000004 37.702956500000006 37.543519500000009 75.000000000000014 55.850146250000009 19.500000000000004 38.605000000000011 55.876067900000002 1.5000000000000002 75.000000000000014 6.0000000000000009 9.5000000000000018 44.601833250000006 14.500000000000002 37.563506350000004 55.753967500000009 38.995000000000012 55.579943700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -5 -6 -12 -4 14 15 16 17 23 -18 -20 21 25 -23 -14 -15 26 -16 28 29 -28
right_child=-2 2 12 9 5 6 -8 -9 -10 -11 11 -13 13 24 20 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.16864575552176456 -18.97121309857301 1090.17173810906 199.94925684318306 -8113.6033216354299 49577.404629629629 -45910.524476623541 99498.588736979174 30758.843866325828 -1582.7071065763148 43171.783984375004 55156.965736752471 5841.9247077047421 -214.59616777973793 82497.33997395834 -69729.861278257973 -1975.8813470735258 -25088.795361328128 2000.7680213665139 132011.33982599431 20363.110307173294 -93684.414160156259 -1201.1223259943183 77862.738850911468 90017.097684733075 5168.4811852874345 -34540.163797675239 -33361.037127976189 -17033.599848771661 -19785.194642130533 52782.88113810221
leaf_weight=937959 3054110 397 65865 406 81 20 48 68 164 25 42 145 31 24 47 4551 24 696 44 44 25 110 33 48 8133 288 21 211 48 96
leaf_count=937959 3054110 397 65865 406 81 20 48 68 164 25 42 145 31 24 47 4551 24 696 44 44 25 110 33 48 8133 288 21 211 48 96
internal_value=0 56.8211 706.943 7942.1 13784.5 22657 43745 13334 16018.2 -5138.81 26789 16918 581.222 2316.23 -1660.6 517.987 13313.5 7363.49 54485.2 76187.2 -15138.6 -12839.3 17044.4 54609.7 5396 -18849.6 -8166.68 -471.288 20708.4 37321.2
internal_weight=0 1.01969e+06 81735 1396 965 568 136 88 432 431 268 187 80339 14474 6317 5438 887 775 112 88 879 854 143 79 8157 711 423 376 165 117
internal_count=4073804 1019694 81735 1396 965 568 136 88 432 431 268 187 80339 14474 6317 5438 887 775 112 88 879 854 143 79 8157 711 423 376 165 117
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 0 4 6 0 0 3 6 6 0 0 0 6 6 1 1 6 0 6 3 6 6 6 6 3 6
split_gain=4.1264e+11 3.02489e+12 1.62125e+13 3.97388e+13 3.18157e+13 6.82274e+13 3.6725e+13 3.45128e+13 2.88939e+13 2.35212e+13 2.20965e+13 2.5188e+13 1.83061e+13 1.92395e+13 3.82547e+13 2.20114e+13 2.10471e+13 2.28194e+13 2.18123e+13 3.02914e+13 2.25054e+13 2.0014e+13 3.12374e+13 2.7661e+13 3.36446e+13 1.50429e+13 1.49182e+13 1.44073e+13 1.77751e+13 1.35788e+13
threshold=5.5000000000000009 47.800771000000005 44.064675150000006 2892.5000000000005 56.288960650000007 56.262014700000009 3.5000000000000004 59.245000000000012 51.659529100000007 56.342669500000007 2.5000000000000004 81.705000000000013 59.815000000000005 56.105603650000006 54.604289300000012 56.067362750000008 134.05000000000004 122.65000000000002 47.17130860000001 47.256487700000001 90.045000000000016 56.148747500000006 106.49500000000002 4.5000000000000009 85.020000000000024 85.020000000000024 52.330000000000005 189.00000000000003 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 2 -1 4 5 7 -6 8 -4 26 -7 -12 -5 14 -14 -16 17 18 -15 21 25 29 23 24 -23 -21 -8 28 -18 -20
right_child=-2 -3 3 12 6 10 9 -9 -10 -11 11 -13 13 16 15 -17 27 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=46.789117980413579 -19.900737686721811 224.73290564493419 7670.3869893324045 -2144.1899804277732 -6227.661340596941 4570.7585944954681 -52685.79199194815 -24546.291216441125 -12231.778461716453 -24826.634514263314 27064.730619837024 96580.942730511684 2972.7011650731456 -19302.753902058026 -26566.820604734676 5544.9040634765624 -14939.457589285714 118247.71577380953 21054.090496562636 3711.3302098722934 -75286.65804757255 62391.686899507971 -38637.638795006795 -16444.125234375002 188152.69309895835 74986.258404737906 -113636.04253125 17954.751868489584 -132219.14785156251 99401.736073369568
leaf_weight=564488 2928705 534107 1255 29250 576 131 204 1109 1742 355 122 91 8834 182 740 300 28 21 579 661 35 52 23 20 36 31 50 30 24 23
leaf_count=564488 2928705 534107 1255 29250 576 131 204 1109 1742 355 122 91 8834 182 740 300 28 21 579 661 35 52 23 20 36 31 50 30 24 23
internal_value=0 50.8981 -101.062 -1895.75 -9768.24 -5890.73 -24329.4 -9474.73 -3897.71 -41450.2 36888.2 56764.1 -810.294 2547.69 837.033 -17303.8 12227.4 14666.1 13341.4 17410.7 2947.36 31755.6 67178 89712.8 113839 6904.28 -64683.9 -37230.8 -69068.5 24047.4
internal_weight=0 1.1451e+06 610992 46504 5635 4450 1185 4106 2997 609 344 213 40869 11619 9874 1040 1745 1663 1642 1460 727 733 131 108 88 692 254 82 52 602
internal_count=4073804 1145099 610992 46504 5635 4450 1185 4106 2997 609 344 213 40869 11619 9874 1040 1745 1663 1642 1460 727 733 131 108 88 692 254 82 52 602
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=31
num_cat=0
split_feature=6 0 0 6 0 4 1 1 6 1 1 1 6 6 6 6 4 3 3 1 4 1 1 0 0 0 1 4 1 4
split_gain=3.95693e+11 2.9738e+12 1.00773e+13 8.25853e+12 1.80035e+13 1.67782e+13 1.5635e+13 1.39807e+13 1.38542e+13 1.13645e+13 8.58354e+12 2.06578e+13 8.29791e+12 8.05974e+12 7.7448e+12 8.78483e+12 6.74415e+12 6.13924e+12 6.12977e+12 6.25604e+12 6.0378e+12 9.51143e+12 1.3838e+13 1.21979e+13 1.20418e+13 7.70864e+12 7.18783e+12 7.03589e+12 6.63395e+12 7.74734e+12
threshold=34.310000000000009 55.520061350000013 55.554045200000012 24.030000000000005 55.539595350000006 16.500000000000004 37.517483500000004 37.586700500000006 33.305000000000007 37.71815560000001 37.488790500000007 37.586700500000006 15.450000000000001 30.705000000000002 28.005000000000006 33.805000000000007 15.500000000000002 4.5000000000000009 20.500000000000004 37.649344350000007 7.5000000000000009 44.064675150000006 45.71452080000001 57.15297970000001 56.262014700000009 56.782540950000005 65.593879100000024 21.500000000000004 60.66055595000001 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 12 6 10 8 17 -5 14 13 -12 -3 -6 -7 -16 -10 -8 19 -9 25 -22 24 -24 -23 -4 -25 -28 29 -27
right_child=-2 2 20 4 5 9 7 18 16 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 26 -26 28 27 -29 -30 -31
leaf_value=-136.26601642665125 -12.46398611949845 45388.703975183831 458.66248428755199 -6344.1987706338214 461.30129937065976 5916.8673194298381 20976.571875000001 13234.393841230914 -76928.655634973416 13452.586072019474 -69923.235526842953 6557.0071714187061 -5095.0424568096796 35200.741972098214 61362.537148638854 -2771.4970540364584 -17409.987564086914 92140.853522858801 -34541.087959248311 -5193.7341400697342 72.989754929124175 -19234.267687988282 2402.6636090773236 -3018.9790060207483 28162.272792580348 -1459.6986590705746 4697.9519620315214 -28007.683794806988 1495.237036829893 -12076.637020060805
leaf_weight=300929 3512084 34 66030 341 108 39 22 550 47 167 39 374 768 175 194 24 32 27 37 277 87202 64 40759 7460 330 44885 2012 68 8028 698
leaf_count=300929 3512084 34 66030 341 108 39 22 550 47 167 39 374 768 175 194 24 32 27 37 277 87202 64 40759 7460 330 44885 2012 68 8028 698
internal_value=0 77.9295 325.092 5854.39 8734.53 18080.7 881.757 8227.29 -15086 33762.2 8527.68 -665.098 -2954.83 21943.3 46959.4 54301.9 -52819.8 60189.5 5280.36 7061.97 255.207 706.217 1795.49 1649.26 20463.3 -264.615 -1569.58 3628.73 -1155.44 -1622.27
internal_weight=0 561720 260791 3255 2453 1120 1333 913 420 424 696 413 802 283 257 218 79 49 864 827 257536 137895 50693 50299 394 119641 9540 2080 53611 45583
internal_count=4073804 561720 260791 3255 2453 1120 1333 913 420 424 696 413 802 283 257 218 79 49 864 827 257536 137895 50693 50299 394 119641 9540 2080 53611 45583
is_linear=0
shrinkage=0.1


Tree=4060
num_leaves=31
num_cat=0
split_feature=4 2 1 0 0 0 0 6 0 0 6 0 0 6 0 4 6 1 1 0 6 0 6 6 6 4 1 1 6 6
split_gain=4.0501e+11 2.66122e+12 7.72795e+12 2.88397e+13 3.10536e+13 3.04338e+13 2.96717e+13 3.81567e+13 2.53501e+13 2.4713e+13 3.78284e+13 2.43325e+13 1.94719e+13 2.11813e+13 3.11893e+13 2.16423e+13 6.00952e+13 3.47702e+13 2.77625e+13 4.39843e+13 7.09197e+13 2.59357e+13 1.90449e+13 1.89748e+13 1.8682e+13 1.86508e+13 1.94425e+13 2.97327e+13 2.31533e+13 3.05235e+13
threshold=5.5000000000000009 36.000000000000007 37.618684050000006 55.876067900000002 55.850146250000009 55.676890650000011 55.622114900000007 53.005000000000003 55.633951400000008 55.834019500000004 56.205000000000005 55.81943720000001 55.667390500000003 101.02000000000002 55.840017500000009 3.5000000000000004 62.625000000000007 37.543519500000009 37.600779750000008 55.812023600000011 45.305000000000007 55.737027400000009 72.50500000000001 44.205000000000005 41.990000000000002 3.5000000000000004 37.318079750000003 37.343102500000008 85.020000000000024 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 8 -8 11 -11 -7 25 15 -15 16 18 -18 19 20 21 -14 -19 -4 -10 -1 -27 -28 29 -29
right_child=-2 -3 3 -5 -6 9 7 -9 24 10 -12 -13 13 14 -16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=4607.0906452317658 -19.715890687623151 71.707793652431334 -4377.6070785984848 -71188.937619707664 25995.321718607982 -6038.5204813566597 38034.910308461134 61725.05639092339 18458.214319918447 -1522.7503970875459 -114826.22292480469 21443.262382725308 34707.871621093749 2871.3402777777778 -144299.51302083334 4503.1542996541748 -19077.17578125 181777.04000000001 24996.473839962124 -18514.77930836397 -248664.516171875 -118073.46962500001 43773.695468750004 -122698.54137228262 -35094.123306435031 2624.4729270878547 -71430.803726859725 -11998.471853118663 59387.972619912791 -78153.31046660959
leaf_weight=1266 2928705 1123208 33 62 361 7832 162 180 114 68 52 336 20 36 24 8352 40 20 33 68 30 25 20 23 152 810 92 1564 43 73
leaf_count=1266 2928705 1123208 33 62 361 7832 162 180 114 68 52 336 20 36 24 8352 40 20 33 68 30 25 20 23 152 810 92 1564 43 73
internal_value=0 50.4254 -1041.56 -3212.49 -2759.95 -3919.54 16680.1 23095.6 6849.5 -5569.89 -50620.9 -4908.03 584.561 3212.59 -55997 3625.29 -25014.9 46849.1 -57680.3 -76759.6 -129568 -50170.7 112775 -52973.7 -12143.1 -5335.33 -10210.3 -16077.2 -13045.9 -14948.6
internal_weight=0 1.1451e+06 21891 9375 9313 8952 664 608 428 8288 120 8168 12516 8668 60 8608 256 80 176 143 75 45 40 56 266 3848 2582 1772 1680 1637
internal_count=4073804 1145099 21891 9375 9313 8952 664 608 428 8288 120 8168 12516 8668 60 8608 256 80 176 143 75 45 40 56 266 3848 2582 1772 1680 1637
is_linear=0
shrinkage=0.1


Tree=4061
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 6 5 6 6 7 0 3 1 1 6 4 1 6 6 6 6 4 3 6 1 3 5 6 6 6
split_gain=3.69072e+11 2.68741e+12 8.6541e+12 1.00412e+13 2.06194e+13 9.37816e+12 1.8731e+13 1.84948e+13 1.17437e+13 9.5035e+12 8.78131e+12 8.02301e+12 7.66893e+12 1.09945e+13 1.96995e+13 2.31543e+13 1.78551e+13 1.12242e+13 1.32818e+13 2.15148e+13 1.70495e+13 4.27403e+13 3.07712e+13 1.70373e+13 1.61987e+13 1.69519e+13 1.31837e+13 1.25018e+13 1.56659e+13 1.11096e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 82.886781200000016 17.500000000000004 105.00500000000001 4.5000000000000009 116.05000000000001 110.01500000000001 6.0000000000000009 54.988402950000008 1.5000000000000002 83.007653300000015 82.970388650000018 128.05000000000004 8.5000000000000018 82.973036600000015 118.04500000000002 101.02000000000002 96.050000000000011 80.720000000000013 10.500000000000002 6.5000000000000009 90.045000000000016 82.906746050000024 5.5000000000000009 3.5000000000000004 88.00500000000001 84.810000000000016 61.425000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -3 -12 13 14 17 -16 29 18 19 20 26 22 23 -22 -20 -26 -5 28 -23 -15
right_child=1 2 -4 12 -6 6 -8 -9 -10 -11 11 -13 -14 16 15 -17 -18 -19 24 -21 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-16.04508339629092 -155.44128776659102 -410.85527324638292 121.84976602881613 3207.3826800081861 81631.640294989222 5586.5449267578124 107693.19396306819 -49305.65769685444 94068.9072265625 31984.418055555558 8848.03869576119 -13435.418441506989 -1852.6086999490371 26026.565715220495 129159.68981481482 1512.5277311197917 7628.2607119599461 -46256.688111413045 112171.75660511365 -17904.934158848719 21174.383679651335 -24996.275157202748 158831.42321777344 92777.1879313151 68384.403832465279 -8165.6906153549389 -38879.667145833337 -16422.462988281251 51524.876734983765 77991.934183443518
leaf_weight=3172333 359688 1996 523212 9767 29 40 22 38 24 72 185 1276 2287 197 27 30 1289 46 22 478 108 41 27 48 45 81 75 192 77 52
leaf_count=3172333 359688 1996 523212 9767 29 40 22 38 24 72 185 1276 2287 197 27 30 1289 46 22 478 108 41 27 48 45 81 75 192 77 52
internal_value=0 56.4637 197.147 2318.53 -2357.37 -3024.13 24006.1 5955.89 38767.4 -3973.9 -4722.82 -10613.8 3474.87 4441.69 3340.43 61977 12363.9 3036.78 3243.65 2836.4 3795.7 21943.3 60265.5 43206 32997.7 19173.6 2886.66 -679.176 24937 36878.8
internal_weight=0 901471 541783 18571 3682 3653 124 102 64 3529 3457 1461 14889 12602 11064 57 1538 11007 10961 10813 10335 493 183 156 148 126 9842 310 118 249
internal_count=4073804 901471 541783 18571 3682 3653 124 102 64 3529 3457 1461 14889 12602 11064 57 1538 11007 10961 10813 10335 493 183 156 148 126 9842 310 118 249
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=31
num_cat=0
split_feature=2 2 0 7 0 0 6 6 6 6 6 5 6 4 4 4 4 4 6 6 7 4 6 4 3 4 6 6 1 6
split_gain=3.82619e+11 6.50348e+12 1.08428e+13 3.68741e+13 1.81347e+13 1.7041e+13 1.60463e+13 1.21092e+13 9.39365e+12 8.66633e+12 8.21686e+12 8.08399e+12 1.15462e+13 1.51412e+13 8.67928e+12 8.00993e+12 7.88264e+12 7.70735e+12 1.08204e+13 8.54584e+12 6.73537e+12 1.67093e+13 1.03663e+13 6.8003e+12 6.73329e+12 6.5441e+12 1.77735e+13 6.31448e+12 5.86535e+12 1.12786e+13
threshold=2599.0000000000005 2421.5000000000005 51.567244500000008 6.0000000000000009 56.148747500000006 57.978821400000008 66.010000000000005 85.020000000000024 79.710000000000022 40.015000000000008 29.715000000000003 3.5000000000000004 90.045000000000016 24.500000000000004 23.500000000000004 5.5000000000000009 15.500000000000002 19.500000000000004 74.615000000000009 62.010000000000012 6.0000000000000009 13.500000000000002 54.990000000000002 15.500000000000002 11.500000000000002 16.500000000000004 100.05000000000001 35.995000000000012 36.865631950000008 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 15 20 24 -7 -6 12 13 -8 -14 -3 -10 18 -12 27 21 -4 -23 -24 -5 -18 -27 -19 29 -1
right_child=-2 2 4 8 5 9 11 -9 16 -11 17 -13 14 -15 -16 -17 25 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1527.0267280701357 -15.247264881822742 253.12406150797744 -7084.5724059992008 -1320.9056705557441 -17732.095644531251 -4380.6217822507751 29168.215964260351 -44732.625206537363 -31009.017063235166 3381.8119558918611 29259.469781065825 79680.589665965555 19557.896832031252 92033.55131548713 -50662.022894021742 17150.155151217426 46941.239908854172 1185.5644843750001 93145.045976562498 -24028.534157151444 -17355.642998277817 10088.19625592913 106454.71104403409 32159.860435267859 12124.021721578007 4935.7252155745118 -83335.85428240741 75567.615699404763 74.309950644172247 39862.206267015863
leaf_weight=26916 3265512 379 1289 1940 45 1941 154 87 178 5553 228 39 75 51 23 1080 24 25 30 52 444 112 22 28 461 147 27 21 766855 66
leaf_count=26916 3265512 379 1289 1940 45 1941 154 87 178 5553 228 39 75 51 23 1080 24 25 30 52 444 112 22 28 461 147 27 21 766855 66
internal_value=0 61.5992 2163.66 6186.54 299.054 2445.99 17330.9 -8252.93 -1041.02 1371.29 22530.3 36826.8 31311 44807.9 3077.71 12760.9 -15738.1 27619.6 36688 3745.67 -6578.13 -3280.26 26989.9 64849.6 1260.57 -2009.73 -8761.59 35142.6 23.3227 -1425.79
internal_weight=0 808292 14455 4578 9877 7895 1801 1982 2777 7494 401 342 303 205 98 1459 376 356 258 98 1895 1451 162 50 2401 198 174 46 793837 26982
internal_count=4073804 808292 14455 4578 9877 7895 1801 1982 2777 7494 401 342 303 205 98 1459 376 356 258 98 1895 1451 162 50 2401 198 174 46 793837 26982
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=31
num_cat=0
split_feature=0 6 6 1 0 5 1 3 0 1 0 5 3 3 3 0 1 4 0 0 6 4 3 4 3 6 4 1 4 4
split_gain=3.8894e+11 4.46138e+12 1.65822e+13 1.90037e+13 2.39247e+13 5.41882e+13 3.19784e+13 3.87856e+13 2.48172e+13 3.4044e+13 2.35017e+13 2.25718e+13 2.30335e+13 1.84024e+13 4.69528e+13 1.10639e+14 5.65e+13 3.59535e+13 3.10588e+13 3.12344e+13 1.83912e+13 1.67652e+13 1.5586e+13 1.80556e+13 1.53031e+13 1.51573e+13 1.47968e+13 1.47356e+13 5.86246e+13 2.21611e+13
threshold=45.073441650000007 99.050000000000011 103.03500000000001 43.56803845000001 44.739668300000005 4.5000000000000009 37.740454950000007 3.5000000000000004 45.029425500000009 38.927872750000006 45.053967500000006 4.5000000000000009 15.500000000000002 16.500000000000004 13.500000000000002 45.047736150000013 38.97264950000001 19.500000000000004 45.067157700000003 45.063245050000006 100.05000000000001 2.5000000000000004 19.500000000000004 17.500000000000004 4.5000000000000009 101.02000000000002 17.500000000000004 38.958307950000012 15.500000000000002 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 -1 3 4 6 8 7 -3 24 10 -10 12 21 14 -11 16 -16 -15 19 20 -17 -8 23 -14 -6 -19 -18 28 -26 -29
right_child=-2 2 -4 -5 5 -7 11 -9 9 13 -12 -13 22 17 15 18 26 25 -20 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=11.041842175059053 -11.119265424672726 17817.856054687501 21.097430282091779 -4577.3620371627812 -27995.770887134699 148093.40853365386 -36607.218711786685 198226.67315340909 -13055.856625484497 9227.9272370914678 -100789.9825 -78688.697847493502 -2837.3447916666669 -142294.00394345238 214388.4711495536 -37710.676971726192 119911.74225260418 20979.154955231745 117398.5237890625 -102161.35698242189 50520.015105975122 24953.750613744167 29188.163100961538 -122044.68952546298 -11937.214971313479 -57513.50582490809 11024.711538461539 85409.679399617526 154025.00045797412 -13070.795825515204
leaf_weight=441213 3606732 26 20193 1280 324 26 46 22 129 1516 40 24 24 21 49 42 24 89 20 32 54 1155 26 27 80 34 26 24 29 477
leaf_count=441213 3606732 26 20193 1280 324 26 46 22 129 1516 40 24 24 21 49 42 24 89 20 32 54 1155 26 27 80 34 26 24 29 477
internal_value=0 85.863 1362.48 6143.03 9271.64 4346.66 20347.4 100505 3104.99 9195.49 -33821.3 17392.3 19196.6 13007.7 15815.2 56245.3 138076 -21364.5 1507.02 -16601 11919.1 22595.9 -33823.5 -65947.1 -10432.4 -718.003 63290.5 -1103.59 32217.9 -8353.17
internal_weight=0 467072 25859 5666 4386 3036 1350 48 3010 2076 169 1302 1278 1907 1763 247 99 144 148 128 96 1201 77 51 934 123 50 610 109 501
internal_count=4073804 467072 25859 5666 4386 3036 1350 48 3010 2076 169 1302 1278 1907 1763 247 99 144 148 128 96 1201 77 51 934 123 50 610 109 501
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=31
num_cat=0
split_feature=6 4 4 3 2 0 6 3 4 2 0 1 6 4 1 0 1 6 0 0 1 1 4 3 6 1 4 3 3 3
split_gain=4.54265e+11 2.95973e+12 1.76244e+13 2.26359e+13 1.21302e+13 2.06316e+13 1.08245e+13 1.06556e+13 1.06422e+13 2.77889e+13 1.28851e+13 1.848e+13 1.00519e+13 8.64641e+12 2.17457e+13 2.68705e+13 1.7109e+13 1.65164e+13 6.89751e+12 6.53042e+12 1.2596e+13 1.00055e+13 2.03061e+13 3.54274e+13 1.13389e+13 1.17677e+13 9.70306e+12 7.76695e+12 7.75008e+12 6.30204e+12
threshold=87.395000000000024 30.500000000000004 31.500000000000004 17.500000000000004 3191.5000000000005 55.633951400000008 110.01500000000001 3.5000000000000004 28.500000000000004 75.000000000000014 55.812023600000011 37.71815560000001 94.02500000000002 27.500000000000004 37.517483500000004 55.685785750000008 37.401708450000008 114.05000000000001 60.042359000000012 59.825842200000004 37.442254400000003 37.503969450000007 32.500000000000007 15.500000000000002 91.02500000000002 37.534144550000008 33.500000000000007 6.5000000000000009 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 8 3 4 5 7 -6 -3 13 10 11 -10 -5 -2 16 -16 17 18 -15 20 -4 22 -22 -24 -23 -26 -27 -21 29 -28
right_child=1 2 19 12 6 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 27 21 24 23 -25 25 26 28 -29 -30 -31
leaf_value=8.3715930133626095 -157.36852530792893 -66739.797284226195 57992.873761307565 85887.76322954963 -44689.521325289825 83787.215161132815 33257.187062500001 25517.202101184477 -169992.289921875 -4217.3977364170878 -12109.034828629032 -52263.889062500006 24114.887229742006 75684.325851779518 13311.469647216798 130531.7888967803 -30446.371314453125 -51801.65283203125 22976.043751220703 -83978.661308593757 19990.09762300532 20920.752909015057 -172785.18288690477 -13063.4984375 51344.56806878811 -9785.7010362291549 12990.836846333166 2125.3723544034092 2934.8121281041294 82077.26881793479
leaf_weight=3832905 237650 21 38 68 62 40 25 31 20 483 31 40 43 36 48 33 100 24 80 20 47 261 21 41 41 892 31 22 627 23
leaf_count=3832905 237650 21 38 68 62 40 25 31 20 483 31 40 43 36 48 33 100 24 80 20 47 261 21 41 41 892 31 22 627 23
internal_value=0 -133.199 3395.31 26479.2 4478.58 29793.3 -22291 -11740.4 -168.019 -13767.9 -64459.1 -91506.7 61957.7 -135.215 16265.9 61067.9 1145.18 23710.6 39333.8 151.926 962.606 -129.707 -29583.1 -67162.8 1582.52 -1544.67 -2923.22 -38876.5 6065.52 42416.5
internal_weight=0 240899 2354 290 179 92 87 52 238545 574 91 60 111 237971 321 81 240 140 116 2064 2022 1984 109 62 1875 1614 1573 42 681 54
internal_count=4073804 240899 2354 290 179 92 87 52 238545 574 91 60 111 237971 321 81 240 140 116 2064 2022 1984 109 62 1875 1614 1573 42 681 54
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=31
num_cat=0
split_feature=4 6 6 4 1 1 2 0 0 3 0 1 1 3 0 0 4 6 4 1 4 4 5 0 5 2 1 3 1 0
split_gain=3.94886e+11 4.01875e+12 1.36805e+13 1.40252e+13 1.66563e+13 1.62165e+13 1.29958e+13 2.43325e+13 2.36148e+13 2.50136e+13 4.25334e+13 2.12105e+13 2.19119e+13 2.08003e+13 1.97378e+13 1.17269e+14 2.88587e+14 3.7381e+13 1.96998e+13 1.7836e+13 1.72099e+13 2.30106e+13 5.68026e+13 3.57159e+13 1.99105e+13 1.35566e+13 1.31529e+13 1.29405e+13 1.77249e+13 1.30699e+13
threshold=10.500000000000002 39.505000000000003 40.015000000000008 17.500000000000004 30.315889700000003 30.205407000000005 75.000000000000014 55.737027400000009 55.759969450000007 5.5000000000000009 55.783232450000007 37.563506350000004 37.586700500000006 10.500000000000002 55.685785750000008 55.696737300000009 14.500000000000002 39.810000000000009 12.500000000000002 37.702956500000006 15.500000000000002 12.500000000000002 1.5000000000000002 55.749683450000006 1.5000000000000002 2599.0000000000005 37.503969450000007 12.500000000000002 37.631035900000008 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 18 13 -12 -13 -11 17 16 -16 -6 19 -10 21 24 23 -23 -9 26 -8 29 -29 -14
right_child=1 2 -4 -5 6 -7 25 8 9 10 11 12 27 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=24.092709905169642 247.02329817202019 3267.7096524680533 -59.634556055336887 232.98260589707689 -43083.996053735616 -23325.926109402077 -8002.0654591537404 -56847.784249441967 54807.201485437923 -138135.53201171875 14555.606911053797 -103127.4775390625 -14255.004495558967 -18788.515149456522 -344404.10143581079 -12756.961116745662 65693.00341796875 -2088.9801568598109 -4319.2329424595728 -26544.951352021191 -10249.346035766603 68066.087775735286 -48160.247201936145 222120.56378761574 59486.278654233873 -3168.5259016542027 4991.8989024923749 -10258.765151515152 -121888.19667187502 58478.735264369418
leaf_weight=2547999 369184 328 1107683 20414 277 762 955 28 147 40 241 32 210 23 37 389 32 1129 229 33 64 34 23 27 31 19140 4227 33 25 28
leaf_count=2547999 369184 328 1107683 20414 277 762 955 28 147 40 241 32 210 23 37 389 32 1129 229 33 64 34 23 27 31 19140 4227 33 25 28
internal_value=0 -40.2333 -131.923 -1768.14 -3200.29 -15323.4 -2718.62 -8803.28 2003.32 -4130.7 -16600.7 -7968.49 -24518.2 -94564.4 -16038.6 -34068.2 -154214 -10165.5 15138.3 39892.6 32851.2 52140.9 85759.7 136254 4276.89 -1940.09 2597.22 -16019.9 -58374.9 -5698.09
internal_weight=0 1.5258e+06 1.15662e+06 48938 28524 1090 27434 3112 1248 1041 632 569 328 63 1864 458 69 1406 409 180 207 143 84 61 59 24322 5182 296 58 238
internal_count=4073804 1525805 1156621 48938 28524 1090 27434 3112 1248 1041 632 569 328 63 1864 458 69 1406 409 180 207 143 84 61 59 24322 5182 296 58 238
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=31
num_cat=0
split_feature=6 6 4 6 4 1 1 0 4 0 6 0 0 1 6 1 3 0 1 3 3 0 0 3 1 1 0 1 4 3
split_gain=3.72711e+11 3.198e+12 4.62727e+12 5.44534e+12 5.18986e+12 8.59464e+12 9.56944e+12 7.45919e+12 1.23483e+13 7.55589e+12 6.72412e+12 6.49208e+12 9.65638e+12 1.54009e+13 1.36723e+13 8.96599e+12 1.99048e+13 1.37056e+13 1.70052e+13 8.45416e+12 7.4141e+12 7.27512e+12 2.02907e+13 1.77004e+13 1.61081e+13 6.71257e+12 6.33408e+12 1.15922e+13 8.86152e+12 6.29579e+12
threshold=32.005000000000003 33.57500000000001 9.5000000000000018 32.805000000000007 15.500000000000002 30.242318500000007 30.260128500000004 59.990753350000013 14.500000000000002 56.262014700000009 32.515000000000008 55.02095400000001 55.043091000000011 82.92647190000001 32.805000000000007 37.586700500000006 9.5000000000000018 55.876067900000002 37.488790500000007 3.5000000000000004 13.500000000000002 55.801384500000005 55.685785750000008 2.5000000000000004 37.534144550000008 83.007653300000015 59.933037250000005 30.303340300000002 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 -2 5 -4 -7 9 -9 11 -11 25 13 14 -13 16 17 21 -19 -16 -18 22 -14 -24 -25 -8 27 -12 -28 -30
right_child=1 -3 4 -5 -6 6 7 8 -10 10 26 12 15 -15 19 -17 20 18 -20 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-97.312252800557872 2775.4692653423758 -6.868139275487426 -11148.19629654289 582.30142147047309 1121.6430219982874 25474.391511634443 -565.7832588091951 -5683.2198933946765 -43288.64975043403 12361.363453818427 55157.269408611923 11503.135203683036 -8514.5299687236075 -6786.4850829005991 -80550.097761804922 390.52803342735564 7846.8885456991839 -15551.003665865384 -133593.5168138587 -15261.494667271205 67479.027309782614 13178.680522135415 14702.247223772321 -46013.690978422623 -132258.05010653409 7487.9553994610387 -63297.42165178572 2766.578736237474 -9171.1961855014542 29752.609546429183
leaf_weight=358908 15029 3604074 809 45884 19066 139 15887 740 99 720 43 35 370 2391 68 5039 223 26 23 28 23 75 28 63 33 1107 28 2370 430 46
leaf_count=358908 15029 3604074 809 45884 19066 139 15887 740 99 720 43 35 370 2391 68 5039 223 26 23 28 23 75 28 63 33 1107 28 2370 430 46
internal_value=0 9.40165 538.516 1123.42 -175.347 -977.099 -703.129 -824.844 -10120.6 -556.427 3706.74 -1166.41 -3436.15 -8615.62 -42000.9 -1223.26 -10635.2 -20211.4 -70958.7 -61507.6 13422.3 -15841.3 -20247.1 -55255.8 -75660.2 -41.1576 1570.53 3700.19 -8625.64 -5409.65
internal_weight=0 3.7149e+06 110822 60913 49909 30843 30034 29895 839 29056 3637 25419 8425 2522 131 5903 864 618 49 96 246 569 494 124 96 16994 2917 2413 504 476
internal_count=4073804 3714896 110822 60913 49909 30843 30034 29895 839 29056 3637 25419 8425 2522 131 5903 864 618 49 96 246 569 494 124 96 16994 2917 2413 504 476
is_linear=0
shrinkage=0.1


Tree=4067
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 3 3 3 4 4 0 6 6 5 3 3 4 6 6 6 5 3 6 6 6 6 0 6
split_gain=3.70458e+11 1.40406e+13 7.92884e+13 1.67266e+14 1.09863e+14 1.3149e+14 1.03094e+14 5.29386e+13 7.60079e+13 4.45045e+13 4.79361e+13 5.36824e+13 5.21599e+13 5.60278e+13 4.5121e+13 5.64067e+13 4.3216e+13 4.1875e+13 1.05911e+14 9.1189e+13 6.3135e+13 4.28626e+13 7.691e+13 5.89168e+13 4.07332e+13 3.85049e+13 3.80364e+13 5.97953e+13 5.17466e+13 3.68965e+13
threshold=37.563506350000004 37.586700500000006 55.783232450000007 55.721784200000009 55.759969450000007 74.615000000000009 55.883833400000007 4.5000000000000009 5.5000000000000009 1.5000000000000002 7.5000000000000009 6.5000000000000009 55.775215600000003 67.91500000000002 42.005000000000003 1.5000000000000002 20.500000000000004 3.5000000000000004 9.5000000000000018 59.815000000000005 32.005000000000003 36.905000000000008 1.5000000000000002 5.5000000000000009 82.905000000000015 34.905000000000008 41.005000000000003 43.405000000000008 55.743464250000009 41.705000000000005
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 5 17 16 9 -9 14 11 12 13 -11 -6 -16 24 18 26 20 -19 23 -23 -22 29 -10 -5 -28 -29 -4
right_child=1 -3 6 4 7 -7 -8 8 25 10 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=61.771097903067385 -2821.6716404399599 -0.31211096914509762 -10160.548906757016 17887.457215337647 -40432.338312500004 -157624.89800000002 15087.093165283202 115797.84535277063 -97268.768750000003 -121685.95370342548 -60156.533773231509 118905.47772381757 100162.21433293269 65756.036277173916 226150.03492187499 36872.756509976774 50298.860935305478 -24780.218136160714 -129628.08106770835 -77819.549098557691 120858.51736111111 -9017.3841082317067 143745.51595168342 344189.33154761908 23977.53914473045 25766.498567000683 242224.00112500001 25174.983713038964 164770.31923828126 -29059.953303424281
leaf_weight=784033 8675 3273844 1642 87 50 25 1115 97 29 52 208 37 26 23 20 74 89 28 30 26 27 41 168 21 201 207 25 79 40 2785
leaf_count=784033 8675 3273844 1642 87 50 25 1115 97 29 52 208 37 26 23 20 74 89 28 30 26 27 41 168 21 201 207 25 79 40 2785
internal_value=0 -14.7216 -2976.63 2386.19 34201.8 66860.2 -12259.5 10511.7 41277.1 -10396.2 -29838.5 15858.3 -21891.7 -64203.7 36319.2 77144.5 -18723.7 76671.6 47136.4 101458 117813 133349 113778 218566 -20051 10647.8 70092.8 101634 72097.8 -22050.1
internal_weight=0 3.28977e+06 15927 10095 1420 597 5832 823 333 490 346 138 101 75 144 94 4717 572 261 311 285 257 209 48 4628 236 231 144 119 4427
internal_count=4073804 3289771 15927 10095 1420 597 5832 823 333 490 346 138 101 75 144 94 4717 572 261 311 285 257 209 48 4628 236 231 144 119 4427
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=31
num_cat=0
split_feature=2 0 4 1 6 4 3 6 4 6 1 0 6 6 6 1 6 1 6 1 6 0 1 7 3 5 1 5 4 3
split_gain=3.97066e+11 3.25118e+12 7.46365e+12 2.09318e+13 9.06015e+12 8.73219e+12 8.94077e+12 1.03529e+13 4.33722e+12 4.25502e+12 8.66524e+12 1.88846e+13 2.12075e+13 1.14469e+13 7.76528e+12 6.77336e+12 1.64333e+13 9.13792e+12 9.81524e+12 9.58649e+12 8.58833e+12 7.25469e+12 6.62693e+12 6.37487e+12 6.81625e+12 6.74316e+12 5.19375e+12 5.16697e+12 5.61378e+12 5.68155e+12
threshold=915.50000000000011 56.385857200000011 9.5000000000000018 37.425454150000007 120.05000000000001 13.500000000000002 7.5000000000000009 88.00500000000001 12.500000000000002 35.995000000000012 37.343102500000008 56.638205000000006 91.02500000000002 105.00500000000001 64.805000000000021 38.166910000000009 77.565000000000012 37.631035900000008 39.995000000000012 37.873748150000004 72.020000000000024 56.638205000000006 37.768783500000005 6.0000000000000009 3.5000000000000004 3.5000000000000004 37.234509300000006 2.5000000000000004 6.5000000000000009 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 -1 4 5 9 -4 -7 -8 -5 22 11 14 23 15 26 17 27 18 -12 -19 -21 -20 -3 25 -25 -13 -11 -17 -29 -30
right_child=-2 2 3 8 -6 6 7 -9 -10 10 13 12 -14 -15 -16 16 -18 19 21 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=89.323984753225318 -13.966471301269671 -5434.9362013508098 24688.796236661587 45656.629398777179 -62344.922626201929 -28424.113916440216 -2188.9544616699218 73920.972061011911 108514.33284970239 -18904.85807580869 -35556.264471726194 7232.3686339951673 72377.517513020837 -74468.712500000009 -59855.513989825587 -3861.6296029416189 -70930.556279361612 -44566.874343802716 10380.378609772642 -17604.33082373564 36528.483729208667 -13137.096123038398 10004.586660724064 -68757.290950520837 10288.422294921875 -47519.099524456527 25878.699018386316 20885.304699379529 -28628.099374276622 29847.960384114584
leaf_weight=673958 3394471 556 123 23 26 115 120 21 21 242 84 1023 48 26 43 686 33 132 334 537 31 216 556 24 20 23 29 205 54 24
leaf_count=673958 3394471 556 123 23 26 115 120 21 21 242 84 1023 48 26 43 686 33 132 334 537 31 216 556 24 20 23 29 205 54 24
internal_value=0 69.7873 -2379.88 10370 -3468.97 2790.54 -7730.89 9146.57 75656.9 -3158.22 -4745.18 1334.17 7324.68 -8482.35 -20376.7 -7747.91 -1534.8 -12414.7 -3718.13 -20291.4 -14649.9 1144.42 2284.83 4459.97 -32827.4 6028.46 -14112.5 828.528 12197.6 -10635.5
internal_weight=0 679333 5375 423 4952 379 256 141 44 4926 3814 1452 1138 2362 314 2336 1002 1334 634 700 568 550 1112 1090 44 1046 271 969 283 78
internal_count=4073804 679333 5375 423 4952 379 256 141 44 4926 3814 1452 1138 2362 314 2336 1002 1334 634 700 568 550 1112 1090 44 1046 271 969 283 78
is_linear=0
shrinkage=0.1


Tree=4069
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 1 6 6 6 2 0 0 2 1 6 0 1 1 0 1 0 0 6 0 6 1 0 6 0 0
split_gain=3.71403e+11 2.09144e+12 2.60494e+12 6.2577e+12 2.97294e+12 5.05829e+12 5.51464e+12 4.13099e+12 4.66459e+12 2.9145e+12 2.83701e+12 2.82173e+12 4.54024e+12 4.49094e+12 6.03461e+12 4.95563e+12 4.73817e+12 4.40279e+12 4.15095e+12 1.05234e+13 2.40558e+13 2.65976e+12 2.68473e+12 2.52823e+12 2.50971e+12 2.30455e+12 2.07669e+12 2.06356e+12 1.97559e+12 6.66425e+12
threshold=2.5000000000000004 6.0000000000000009 30.157841000000001 33.882313700000005 39.908802000000009 40.965343750000009 70.00500000000001 138.05000000000004 120.05000000000001 2828.5000000000005 44.046956350000009 44.990874950000006 3999.0000000000005 50.136929700000003 79.710000000000022 55.390026600000006 43.997056950000008 47.504912950000005 55.348830750000012 61.273924650000005 54.73499850000001 56.872182500000008 56.805000000000007 55.102137100000007 79.710000000000022 55.957851400000003 54.973017600000006 56.805000000000007 56.685611200000004 56.342669500000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 9 8 10 -6 -5 12 -7 14 15 -13 -16 24 19 20 25 22 -20 26 -14 -15 -21 -17 29 -1
right_child=-2 2 3 4 5 11 -8 -9 -10 -11 -12 13 17 18 16 27 -18 -19 21 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=148.53984188247938 -5.080637103369039 39620.626171875003 -41184.514609847538 42548.352622767859 9719.581570499502 47776.29047991072 -62715.252895720107 47315.105613425927 -9145.1318786621105 -24485.864637382077 9874.6960899594196 -20447.091892722805 8895.7211486816414 -1710.4406763980264 -7168.4017382812499 25493.895869227821 -72470.406734375007 42684.585475852276 -4141.1732314691317 -637.85113081498582 139630.79566406249 5756.1990832913307 -44750.96212384259 -24874.408558238636 -32931.983248197117 36926.625116436298 32022.001173828125 -4939.8171215160473 -737.68398031081676 4362.8125250034209
leaf_weight=85316 3961637 20 31 28 47 35 23 27 136 53 522 81 32 38 20 56 25 22 41 88 20 93 27 33 26 26 25 37 21314 3925
leaf_count=85316 3961637 20 31 28 47 35 23 27 136 53 522 81 32 38 20 56 25 22 41 88 20 93 27 33 26 26 25 37 21314 3925
internal_value=0 179.443 3755.44 3304.87 4188.39 186.747 -18564.1 8947.71 7437.62 -8409.3 11538.1 3367.92 17736.2 659.147 -10805.7 -2363.96 -43447.3 4593.65 7080.66 15701.2 43901.3 -5234.39 -20265.6 -523.537 -9854.63 13985.9 6587.78 13385.9 127.302 333.892
internal_weight=0 112167 1612 1592 1561 848 123 713 686 100 550 725 115 610 219 174 45 80 391 230 84 161 68 146 58 64 113 93 110555 89241
internal_count=4073804 112167 1612 1592 1561 848 123 713 686 100 550 725 115 610 219 174 45 80 391 230 84 161 68 146 58 64 113 93 110555 89241
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=31
num_cat=0
split_feature=1 4 3 6 1 1 0 0 6 0 6 1 6 4 4 1 6 4 0 1 4 4 1 7 1 6 0 6 0 6
split_gain=3.66164e+11 2.5211e+12 7.16638e+12 2.86896e+12 3.43579e+12 2.47851e+12 1.19009e+13 1.12433e+13 3.46628e+13 6.43853e+13 2.68181e+13 2.66294e+13 2.79645e+13 3.05851e+13 2.42879e+13 2.275e+13 1.78377e+13 1.72185e+13 1.57169e+13 1.80132e+13 1.5533e+13 3.87922e+13 2.12334e+13 1.52157e+13 1.75451e+13 1.441e+13 1.43339e+13 1.41895e+13 1.39296e+13 1.48901e+13
threshold=82.860505900000007 27.500000000000004 18.500000000000004 68.515000000000015 82.93515810000001 82.968544750000021 54.810424650000009 55.080855950000007 95.045000000000016 55.111813300000001 102.04000000000001 82.895858600000011 52.610000000000007 17.500000000000004 16.500000000000004 82.93515810000001 103.03500000000001 4.5000000000000009 55.111813300000001 82.941727000000014 7.5000000000000009 4.5000000000000009 82.956351500000011 6.0000000000000009 82.93515810000001 45.995000000000012 54.980317700000008 32.805000000000007 55.102137100000007 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 5 3 4 -3 6 -2 26 11 10 -10 27 18 14 -14 -16 17 -11 19 -13 21 -20 -23 -15 -25 -22 -8 -9 29 -17
right_child=1 2 -4 -5 -6 -7 7 8 9 16 -12 12 13 23 15 28 -18 -19 20 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-15.98174577725807 -45005.492406384699 -59205.3828125 22473.708502327128 2890.8540735581341 -19522.441353759768 -61.242831184383924 -264.16940625955033 -16908.879942805594 134095.66477864582 99757.999639423084 47233.880671867955 -2497.3423299656283 -6841.6791735827765 -19804.449378055171 -47200.485034544079 13404.837816722975 -26016.266020019531 -8347.2332031250007 7304.6001200821966 7271.826524962843 -2930.1113715575834 -34731.224965226262 -3415.771854608709 44428.34035154531 6656.7571815889651 15632.761822993343 1155.3962104652908 14297.858296177325 -11627.052408318639 -58557.87900996246
leaf_weight=3172333 58 30 47 34 80 591809 136954 164 54 26 104 3481 6064 179 268 37 150 34 614 4123 4001 674 319 142 918 467 147995 1306 1210 129
leaf_count=3172333 58 30 47 34 80 591809 136954 164 54 26 104 3481 6064 179 268 37 150 34 614 4123 4001 674 319 142 918 467 147995 1306 1210 129
internal_value=0 56.2408 -11431.4 -22497.7 -30345.1 58.6752 287.998 296.488 -1760.82 28698.2 76920.8 -2225.99 -3073.34 -7420.33 -9764.45 -20545.3 -7583.51 38498.4 -230.122 2799.64 -4022.44 -12453.9 -24671.2 7162.82 11716.7 -989.901 473.116 10816.3 -15353.7 -42518
internal_weight=0 901471 191 144 110 901280 309471 309413 24464 368 158 24096 22626 8947 7708 1644 210 60 13679 7604 6075 1607 993 1239 1060 4468 284949 1470 1376 166
internal_count=4073804 901471 191 144 110 901280 309471 309413 24464 368 158 24096 22626 8947 7708 1644 210 60 13679 7604 6075 1607 993 1239 1060 4468 284949 1470 1376 166
is_linear=0
shrinkage=0.1


Tree=4071
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 4 0 0 5 4 7 6 6 3 6 6 1 6 4 4 6 4 0 5 5 7 6 1 0 3
split_gain=4.36094e+11 2.63075e+12 6.10937e+12 1.77008e+13 1.67327e+13 1.11732e+13 1.55362e+13 4.27412e+13 2.1955e+13 1.92877e+13 3.02361e+13 1.30477e+13 7.45903e+12 5.56392e+12 9.01475e+12 1.60654e+13 7.94724e+12 7.77189e+12 7.46466e+12 5.25483e+12 1.08185e+13 6.66383e+12 4.69033e+12 4.53643e+12 4.43967e+12 4.37576e+12 5.35481e+12 4.10349e+12 1.1853e+13 9.88487e+12
threshold=87.395000000000024 91.292296250000007 92.791023150000015 56.041614100000011 17.500000000000004 16.500000000000004 55.972700350000004 56.006509350000009 4.5000000000000009 9.5000000000000018 6.0000000000000009 112.00500000000001 96.050000000000011 3.5000000000000004 94.02500000000002 110.01500000000001 91.443676550000006 90.045000000000016 5.5000000000000009 8.5000000000000018 103.03500000000001 5.5000000000000009 56.006509350000009 3.5000000000000004 3.5000000000000004 6.0000000000000009 91.02500000000002 83.971434050000013 55.214863500000007 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 27 3 4 5 6 13 8 11 19 -11 12 -8 14 24 16 -16 23 -17 20 -9 -22 -7 -15 -3 -5 -27 -2 29 -29
right_child=1 2 -4 25 -6 22 7 9 -10 10 -12 -13 -14 17 15 18 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=8.2024440340781375 -155.10814492993367 -26881.088888888888 409.0044355144787 -67054.008035714287 82798.732702636727 -75208.227377929696 112344.24872685185 -38813.405468750003 -2545.9037109375004 -66684.618446978406 42885.0598828125 158715.71820312503 36540.448625000005 44505.895809659094 73720.642490671642 -40607.043185604321 5592.2732082201092 -11809.699230361568 19883.855101102941 49150.908674172795 49704.977249243959 -9072.1539341517855 -10794.458443509617 -6438.1072804418109 17539.483560267858 -62560.489179687509 -155.318359375 -12678.036881306329 101.70964168444682 -53244.808010451859
leaf_weight=3832905 232434 63 5799 28 32 20 27 29 24 68 40 30 25 44 67 34 23 328 51 68 62 28 26 29 35 20 44 319 1028 74
leaf_count=3832905 232434 63 5799 28 32 20 27 29 24 68 40 30 25 44 67 34 23 328 51 68 62 28 26 29 35 20 44 319 1028 74
internal_value=0 -130.508 1773.58 8129.52 11497.7 9462.31 11527.5 27113.2 81577.1 7543.08 -26103.3 106199 75900.1 2254.73 13266.4 26864.8 56310.1 -5241.96 -4312.5 26975.2 14303.4 31418.8 -38800.4 24267.9 -11016.6 -34082.1 -19656.9 -187.861 -5545.29 -20316.6
internal_weight=0 240899 7044 1245 1153 1121 1075 401 106 295 108 82 52 674 273 175 90 401 85 187 119 90 46 73 98 92 64 233855 1421 393
internal_count=4073804 240899 7044 1245 1153 1121 1075 401 106 295 108 82 52 674 273 175 90 401 85 187 119 90 46 73 98 92 64 233855 1421 393
is_linear=0
shrinkage=0.1


Tree=4072
num_leaves=31
num_cat=0
split_feature=0 4 3 1 1 0 3 3 3 0 0 3 5 6 0 6 0 6 0 1 0 6 1 4 6 4 6 6 1 3
split_gain=3.67498e+11 4.08744e+12 4.85235e+12 3.93725e+12 4.92547e+13 4.222e+13 3.02679e+13 2.17747e+13 3.38394e+13 2.505e+13 2.36734e+13 7.41656e+13 2.96508e+13 2.32568e+13 3.11266e+13 6.58467e+13 2.06938e+13 2.90721e+13 2.33767e+13 3.06331e+13 4.9613e+13 8.80731e+13 2.91055e+13 2.33618e+13 2.18413e+13 2.18303e+13 2.91819e+13 2.09858e+13 1.99636e+13 1.99487e+13
threshold=45.073441650000007 29.500000000000004 12.500000000000002 40.024897700000004 40.377616600000003 45.029425500000009 8.5000000000000018 6.5000000000000009 5.5000000000000009 44.601833250000006 44.249882500000005 4.5000000000000009 2.5000000000000004 40.490000000000002 43.687280500000007 64.805000000000021 45.055912800000009 71.715000000000018 45.053967500000006 41.966773150000002 45.040161900000008 122.65000000000002 41.966773150000002 5.5000000000000009 86.920000000000016 8.5000000000000018 71.715000000000018 112.00500000000001 41.912736000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 10 -9 11 13 -13 29 -15 -16 18 -18 19 20 28 24 -20 -19 -22 -24 -27 -25 -7 -5
right_child=-2 2 -4 4 5 16 -8 9 -10 -11 -12 12 -14 14 15 -17 17 23 22 -21 21 -23 25 27 -26 26 -28 -29 -30 -31
leaf_value=-74.755396811106962 -10.808430520745077 -1238.4181490384617 -66755.289687500001 46815.911024876725 -367.1692545893643 -24949.367089542342 -77790.889240056829 159661.55225883154 -59030.975397478069 29273.41406964558 3832.1645134806054 150893.91005408656 11656.473593750001 22364.608813476563 202236.10302734375 28684.644029523322 4161.3600739945086 24869.074908221213 -19897.896656073899 3770.1985232784828 25667.807722694371 211128.73667834053 -1446.6051099200583 -21915.444451114199 82610.768004261365 59466.645368943529 185727.24144176138 -119197.7722826087 11813.505586360192 -10638.878900125796
leaf_weight=357038 3606732 26 20 76 95979 162 33 23 57 41 613 65 20 460 32 69 2644 108 61 6116 538 29 43 618 77 109 22 23 1675 295
leaf_count=357038 3606732 26 20 76 95979 162 33 23 57 41 613 65 20 460 32 69 2644 108 61 6116 538 29 43 618 77 109 22 23 1675 295
internal_value=0 83.4627 -29724 86.3986 609.529 337.806 17090.2 18878.4 16706.4 76131.7 19354.9 28711.2 118132 20555.9 33402 83671.2 5872.6 -765.34 8422.7 7572.11 16944.3 40827.7 39539.9 -18156.8 32797.3 60377.4 80670.7 -25406.1 8571.49 1130.84
internal_weight=0 467072 46 467026 109988 108204 1784 1751 1687 64 1630 1017 85 932 561 101 12225 3393 8832 8597 2481 644 235 749 615 174 131 641 1837 371
internal_count=4073804 467072 46 467026 109988 108204 1784 1751 1687 64 1630 1017 85 932 561 101 12225 3393 8832 8597 2481 644 235 749 615 174 131 641 1837 371
is_linear=0
shrinkage=0.1


Tree=4073
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 6 0 4 6 3 0 4 0 4 0 3 0 0 2 6 6 6 1 6 4 4 4 0 5
split_gain=3.75223e+11 1.16786e+13 2.89715e+13 2.31579e+13 2.21629e+13 2.71349e+13 1.74218e+13 1.72222e+13 2.32539e+13 1.6675e+13 3.00523e+13 1.47503e+13 3.31678e+13 1.44267e+13 2.11585e+13 1.30088e+13 1.55327e+13 1.26456e+13 1.15661e+13 1.51709e+13 1.13203e+13 1.12656e+13 1.10159e+13 1.09735e+13 1.50557e+13 1.74513e+13 4.14216e+13 2.01562e+13 1.92342e+13 7.06123e+13
threshold=38.430814800000007 38.247071200000008 55.721784200000009 108.05000000000001 55.214863500000007 54.86311005000001 67.00500000000001 46.323575350000006 5.5000000000000009 81.02500000000002 12.500000000000002 55.850146250000009 10.500000000000002 55.462387050000011 21.500000000000004 56.115175650000005 3.5000000000000004 55.539595350000006 55.812023600000011 2599.0000000000005 90.045000000000016 41.990000000000002 86.920000000000016 38.166910000000009 58.305000000000007 23.500000000000004 26.500000000000004 24.500000000000004 55.812023600000011 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 23 3 4 5 7 18 8 -3 13 17 22 15 14 -6 16 -13 -11 -4 -20 -9 -16 -8 -1 -25 28 27 -27 -26 -30
right_child=-2 2 6 -5 9 -7 11 20 -10 10 -12 12 -14 -15 21 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=47.285969039023421 -19.752949137768557 -13934.833942447318 -14266.904588998648 -33858.247353037586 35324.001994704413 -26365.51433464991 8676.278552030677 7492.1765906540168 82506.9689039964 13870.276600477431 -51087.453645833331 108414.8047164352 124405.41410845588 8213.5437107537764 55004.070805027179 -7533.4783040364582 14927.420357572117 83174.071663743627 2454.7834092020557 -11474.622277473205 -18003.113929578994 -21607.06675478179 -35687.719251399256 -782.98038931052315 -10757.345025892389 -43969.695396205359 57407.532540760869 -166243.94332932692 51017.241848232079 -10828.324297871632
leaf_weight=1181580 2861586 651 1105 143 485 292 340 5364 26 36 27 27 34 2171 23 99 52 98 2200 1213 180 116 67 11789 3074 28 23 26 251 698
leaf_count=1181580 2861586 651 1105 143 485 292 340 5364 26 36 27 27 34 2171 23 99 52 98 2200 1213 180 116 67 11789 3074 28 23 26 251 698
internal_value=0 46.6292 2843.39 6083.44 6686.64 3427.35 -3219.17 4825.76 -10231 13867.9 45161.7 12514.1 33902.8 12065.3 25466 16615.8 46878.8 64555.1 -5374.75 -2495.81 6664.41 -8930.4 1373.11 12.182 -2598.31 -7818.06 -54975.6 -102842 -6915.47 5529.14
internal_weight=0 1.21222e+06 14749 9612 9469 6513 5137 6221 677 2956 161 619 212 2795 624 178 79 134 4518 3413 5544 139 407 1.19747e+06 15889 4100 77 54 4023 949
internal_count=4073804 1212218 14749 9612 9469 6513 5137 6221 677 2956 161 619 212 2795 624 178 79 134 4518 3413 5544 139 407 1197469 15889 4100 77 54 4023 949
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=31
num_cat=0
split_feature=0 3 0 4 1 1 6 1 6 6 3 5 1 1 6 6 1 6 6 5 5 1 6 6 3 5 3 6 6 3
split_gain=3.79023e+11 4.83604e+12 1.47178e+13 1.94805e+13 2.80765e+13 2.61787e+13 3.98934e+13 6.97063e+13 2.17871e+13 4.63632e+13 3.4045e+13 3.05375e+13 3.5437e+13 2.34743e+13 2.16643e+13 2.08033e+13 1.2457e+13 2.25041e+13 5.85451e+13 3.24054e+13 3.07295e+13 2.13788e+13 2.06629e+13 4.12945e+13 4.4979e+13 6.01527e+13 5.21893e+13 7.07427e+13 3.30289e+13 3.41032e+13
threshold=45.036141150000006 4.5000000000000009 45.015054600000006 10.500000000000002 39.023883200000007 38.958307950000012 66.990000000000023 38.965413050000002 104.01000000000001 84.00500000000001 6.5000000000000009 3.5000000000000004 38.977585500000011 38.999037500000007 100.05000000000001 82.00500000000001 39.135518400000002 78.010000000000005 80.720000000000013 2.5000000000000004 2.5000000000000004 39.105193450000009 120.05000000000001 104.01000000000001 9.5000000000000018 2.5000000000000004 12.500000000000002 118.04500000000002 118.04500000000002 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 5 14 -7 15 9 -9 -11 12 -10 -12 -4 -8 21 -18 19 -19 -20 22 23 -5 -25 -26 27 -27 -28 -30
right_child=-2 2 3 16 -6 6 7 8 11 10 13 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-254.41262429924288 -8.889585964381288 73.769545305421175 5388.4057415815632 517.4840818435548 966.60152816345442 12353.024613936643 239097.64393601191 24949.264591936386 -95585.899252717398 53180.515839494976 247113.67023344498 71253.635731907896 35872.321368243247 99301.764630681835 -96821.881361607157 96591.446250000008 13468.850447491219 -128893.23298087285 111879.96069711538 5459.9521484375 -2740.7074344487664 -18185.858092162696 -14480.753397440061 59977.392644279229 141607.33793103448 -102050.49520089285 44593.192641504553 97773.641193181829 44316.295937499999 -130877.51167187501
leaf_weight=172366 3754876 121677 1659 13491 3752 1431 21 280 46 56 21 38 37 22 21 20 1597 58 26 26 233 622 842 248 29 91 151 22 20 25
leaf_count=172366 3754876 121677 1659 13491 3752 1431 21 280 46 56 21 38 37 22 21 20 1597 58 26 26 233 622 842 248 29 91 151 22 20 25
internal_value=0 104.661 526.954 2742.83 7041.97 13283.7 21098.4 44230.6 33951.8 45746.5 104567 -2992.04 -36984 171489 4110.78 169582 921.948 8477.42 -14762.5 -87307.7 8765.61 -21.2103 736.107 1646.29 27633.8 3902.36 -9021.41 -63146.7 22183.5 -53013.6
internal_weight=0 318928 146562 24885 7404 3652 1972 541 500 379 99 121 83 43 1680 41 17481 1940 343 84 259 15541 14919 14077 586 338 309 113 196 45
internal_count=4073804 318928 146562 24885 7404 3652 1972 541 500 379 99 121 83 43 1680 41 17481 1940 343 84 259 15541 14919 14077 586 338 309 113 196 45
is_linear=0
shrinkage=0.1


Tree=4075
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 7 1 6 7 6 2 4 1 7 6 6 1 3 6 6 6 5 4 4 6 5 6 3 4 5
split_gain=4.0331e+11 1.71051e+13 8.1442e+13 2.73899e+13 3.689e+13 4.27326e+13 4.07705e+13 3.45352e+13 2.62475e+13 2.45142e+13 2.40394e+13 2.35717e+13 5.65461e+13 3.42841e+13 3.07783e+13 2.94948e+13 5.46449e+13 1.62856e+13 1.36028e+13 1.5062e+13 3.15468e+13 3.0086e+13 2.66779e+13 2.50936e+13 6.19779e+13 5.18759e+13 4.93152e+13 3.65353e+13 2.63221e+13 2.48237e+13
threshold=51.659529100000007 51.707269950000004 39.135518400000002 21.500000000000004 24.500000000000004 6.0000000000000009 39.178027400000005 65.805000000000021 6.0000000000000009 70.00500000000001 5325.0000000000009 16.500000000000004 39.231261550000006 6.0000000000000009 76.605000000000004 80.720000000000013 39.178027400000005 12.500000000000002 134.05000000000004 75.010000000000005 66.990000000000023 3.5000000000000004 12.500000000000002 11.500000000000002 104.01000000000001 2.5000000000000004 98.020000000000024 5.5000000000000009 15.500000000000002 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 9 10 5 7 8 -5 -6 -2 11 18 14 -14 -13 -16 -17 -18 19 20 22 23 -4 24 29 -25 -27 -26 -28 -21
right_child=1 -3 3 4 6 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 17 -19 -20 21 -22 -23 -24 25 27 26 28 -29 -30 -31
leaf_value=-60.967142634625304 -7920.9499295742489 0.054941842912564536 5013.8795573386342 48879.752822580645 1999.9209913817097 20858.053149167459 -15813.225551147463 194817.3961397059 27895.990896101186 -33472.019753236105 -35899.355465256267 -3252.3928540973766 12480.230239667391 -66154.75431092798 42302.3051673843 -69373.526562500003 6480.8634887695316 66417.603389246317 -43694.808578124997 87440.317128537747 -14293.867318383287 -24998.521823846728 20558.806729158103 -69148.875658815305 80300.471000000005 46803.126460844185 -3389.9738670555325 230400.85248616539 -118741.41770833333 11303.070568245515
leaf_weight=856830 2464 3201206 4034 31 579 99 400 34 1208 443 145 2292 76 205 330 84 136 68 50 53 633 126 1520 67 50 293 74 24 27 223
leaf_count=856830 2464 3201206 4034 31 579 99 400 34 1208 443 145 2292 76 205 330 84 136 68 50 53 633 126 1520 67 50 293 74 24 27 223
internal_value=0 16.2384 3301.79 6718.6 16476 62219.6 13045.7 125216 19505.5 -11814.7 4535.96 5101.62 -2048.74 -44886.9 2087.87 21893.5 -1491.6 26459.8 8282.11 8646.91 6857.5 20462.3 9268.16 27525.3 47713 12198.4 26031.6 128982 -34226.5 25923.6
internal_weight=0 3.21697e+06 15768 12861 2351 164 2187 65 1787 2907 10510 10365 3191 281 2910 618 288 204 7174 7124 6187 937 5554 811 350 461 394 74 101 276
internal_count=4073804 3216974 15768 12861 2351 164 2187 65 1787 2907 10510 10365 3191 281 2910 618 288 204 7174 7124 6187 937 5554 811 350 461 394 74 101 276
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=31
num_cat=0
split_feature=6 4 2 1 6 2 6 1 1 0 2 6 6 2 6 0 1 1 6 6 6 6 0 1 6 6 1 0 0 2
split_gain=3.95181e+11 2.65358e+12 5.84506e+12 4.89386e+12 4.63466e+12 7.8383e+12 5.93404e+12 7.40286e+12 1.56902e+13 1.92856e+13 6.48419e+12 4.65895e+12 4.38216e+12 4.22484e+12 3.74742e+12 3.45947e+12 1.27753e+13 8.05986e+12 9.97631e+12 4.93066e+12 4.0763e+12 4.75395e+12 1.03568e+13 6.81893e+12 3.961e+12 4.12795e+12 3.41332e+12 3.03084e+12 4.96333e+12 2.96596e+12
threshold=87.395000000000024 1.5000000000000002 8299.5000000000018 94.478249850000012 95.045000000000016 5261.5000000000009 96.050000000000011 37.343102500000008 38.97264950000001 45.040161900000008 2828.5000000000005 103.03500000000001 102.04000000000001 2599.0000000000005 134.05000000000004 45.036141150000006 45.126607350000008 40.377616600000003 110.01500000000001 156.15000000000003 156.15000000000003 114.05000000000001 52.516286950000008 50.136929700000003 108.05000000000001 102.04000000000001 50.298521650000005 54.73499850000001 51.768991500000006 3999.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 11 9 -9 -10 -8 -11 -2 27 16 -12 18 -17 -18 21 22 -19 -24 25 -25 -23 28 -4 -3
right_child=1 29 14 -5 6 -7 7 8 10 12 15 -13 -14 -15 -16 17 19 20 -20 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=7.8082155205979378 -55284.057314918158 -399.01897384967265 3334.190956662736 54446.068306107962 56387.575502232154 29279.38619559152 2095.4436290922617 125547.257375 35802.058025022416 -17021.6365625 -54230.675355902786 -64516.058649553568 39850.616001674112 -8123.3613241991206 -51790.632849702379 4745.3266818576394 -10635.14052734375 -42467.419428453955 79192.575989583333 54906.107386363641 24347.376341711959 -64390.909248046883 67970.373481889212 52.553605769230778 -29929.225339673914 55931.199160156248 -15907.104611529947 12282.485224971066 -42102.673736017401 343.68344058609455
leaf_weight=3832905 21 158376 53 22 28 56 21 25 61 20 45 21 42 199 21 45 24 38 30 22 46 20 22 39 23 20 53 54 44 81408
leaf_count=3832905 21 158376 53 22 28 56 21 25 61 20 45 21 42 199 21 45 24 38 30 22 46 20 22 39 23 20 53 54 44 81408
internal_value=0 -124.235 4742.88 7835.06 6721.66 -4122.71 11362 9318.75 12279.1 51402 5304.36 -31210.3 21504.7 -12625.1 -12210.2 947.541 -16348.2 5631.81 34524.2 20710.7 -2670.6 -8451.2 2210.48 18535.1 5271.97 18994.5 -29190.3 -6705.64 -17276.3 -146.867
internal_weight=0 240899 1115 943 921 276 645 617 575 87 488 42 62 220 172 427 91 336 75 46 261 215 142 104 82 59 73 151 97 239784
internal_count=4073804 240899 1115 943 921 276 645 617 575 87 488 42 62 220 172 427 91 336 75 46 261 215 142 104 82 59 73 151 97 239784
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=31
num_cat=0
split_feature=4 7 0 0 4 0 1 0 4 1 1 1 2 6 6 1 1 6 6 6 0 0 4 1 6 6 1 1 1 0
split_gain=3.73566e+11 5.71699e+12 2.17555e+13 1.90585e+13 3.30824e+13 1.21151e+14 3.33433e+13 3.14925e+13 5.10454e+13 8.15591e+13 4.04869e+13 5.61518e+13 3.99745e+13 3.30364e+13 3.28743e+13 2.4573e+13 2.37879e+13 2.28796e+13 2.60635e+13 2.43915e+13 2.59911e+13 2.26499e+13 3.07274e+13 5.12865e+13 5.85616e+13 5.12174e+13 4.997e+13 4.96773e+13 3.86556e+13 5.0625e+13
threshold=21.500000000000004 6.0000000000000009 43.550475500000012 55.721784200000009 24.500000000000004 55.649510000000014 82.963919600000011 55.702806750000008 25.500000000000004 37.897576350000001 37.563506350000004 37.740454950000007 75.000000000000014 63.005000000000003 49.485000000000007 82.968544750000021 37.957884500000006 64.015000000000015 64.405000000000015 63.855000000000011 55.039488700000007 55.834019500000004 23.500000000000004 37.425454150000007 77.010000000000005 37.705000000000005 37.290808600000013 37.600779750000008 37.442254400000003 55.81943720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 14 13 -11 -12 -9 -8 -7 19 -19 -4 -21 22 23 -5 25 -25 -24 -26 -27 -30
right_child=1 2 3 21 7 16 15 8 -10 12 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 26 24 27 28 -28 -29 29 -31
leaf_value=10.030611803817502 -587.20271868555949 -104097.47609375001 2784.545012673816 19194.459310316215 346.41359773775457 23735.518971640297 35769.769690489476 119285.03308971773 4784.6642779040121 -24871.233919270835 -63183.861064189186 -25166.175213281276 44786.402052422534 -170884.46831054689 -28838.400727370692 -3017.738524394133 -4000.597941080729 -35388.83854250134 -1667.9168940970587 16669.117527382048 98504.707989032453 94.2155549094511 -44124.329565796819 4421.8335450817513 76034.844212354816 -71105.91110439878 -521.57455553114323 4873.5756615423388 -18499.95279340335 26720.436150583118
leaf_weight=3671018 147445 20 23680 634 71190 3226 490 31 1316 126 259 1009 238 32 29 245 342 234 11197 153 52 110764 266 1298 113 132 22083 744 5178 260
leaf_count=3671018 147445 20 23680 634 71190 3226 490 31 1316 126 259 1009 238 32 29 245 342 234 11197 153 52 110764 266 1298 113 132 22083 744 5178 260
internal_value=0 -91.4196 194.867 203.037 1166.14 3499.44 1759.78 -79.2251 -10046.7 -21368.1 -32620.6 -36327.4 20674.1 -75027.2 47692 22840.6 21077 1321.04 -2358.21 3081.88 37427.4 -572.014 -2975.11 -8147.47 -10391.5 -13467.1 -1040.54 14256.6 -17635.8 -16337.9
internal_weight=0 402786 255341 255321 113849 39619 36051 74230 3040 1724 1360 1300 364 291 60 735 3568 35316 11431 23885 205 141472 30708 8359 7725 6868 22349 857 5570 5438
internal_count=4073804 402786 255341 255321 113849 39619 36051 74230 3040 1724 1360 1300 364 291 60 735 3568 35316 11431 23885 205 141472 30708 8359 7725 6868 22349 857 5570 5438
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=31
num_cat=0
split_feature=6 6 0 0 3 1 4 1 1 4 7 1 0 4 7 4 1 4 5 5 4 1 1 4 1 0 0 4 3 1
split_gain=3.83779e+11 5.15991e+12 1.53471e+13 1.93557e+13 1.6597e+13 2.57188e+13 6.75161e+13 1.79232e+13 1.59751e+13 1.17563e+13 1.35152e+13 1.10159e+13 9.68244e+12 3.13511e+13 3.02067e+13 2.11116e+13 1.99241e+13 1.51267e+13 1.38033e+13 1.02688e+13 1.47067e+13 9.59173e+12 9.58314e+12 8.94818e+12 8.32144e+12 1.80096e+13 1.27024e+13 1.8469e+13 1.13709e+13 9.08323e+12
threshold=63.415000000000006 63.705000000000005 55.029726000000004 55.922096200000006 7.5000000000000009 30.315889700000003 13.500000000000002 30.410676000000006 39.044653900000007 19.500000000000004 6.0000000000000009 30.260128500000004 59.838047850000002 12.500000000000002 6.0000000000000009 4.5000000000000009 30.315889700000003 14.500000000000002 1.5000000000000002 2.5000000000000004 9.5000000000000018 30.509101000000005 20.507515800000004 3.5000000000000004 39.749243900000003 44.895258050000002 54.94110555000001 15.500000000000002 5.5000000000000009 83.000013850000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 12 6 11 -7 22 -8 -11 -6 18 14 15 -14 -16 -15 -5 20 -17 -20 -2 -4 25 -10 -26 28 29 -28
right_child=1 -3 3 4 5 7 9 -9 24 10 -12 -13 13 17 16 19 -18 -19 21 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-17.577560847102546 47180.458019301295 32.715809228371555 41982.078916529608 86861.946484375003 105321.16814903845 -27104.331037755168 -31097.27116996951 14240.347907114381 110927.9961751302 87502.436580141133 9005.4417135416661 200328.48980978262 53725.052539062504 88625.789925711506 -133273.44853515626 -68974.767307692309 -35219.783909429505 8989.4845693268398 37758.382247070309 -4770.7634477887832 25304.875734747024 847.99399135712451 -7252.0095836961136 -6866.4819029274659 2295.390612528568 20915.10780006992 14084.13455980089 1186.2273347553453 52071.767359668534 63864.284123883932
leaf_weight=3067690 34 997634 38 20 26 124 41 679 24 31 75 23 40 28 40 78 43 161 75 112 21 1149 664 2850 958 301 288 342 173 42
leaf_count=3067690 34 997634 38 20 26 124 41 679 24 31 75 23 40 28 40 78 43 161 75 112 21 1149 664 2850 958 301 288 342 173 42
internal_value=0 53.5948 2509.92 -497.708 5480.88 15782.9 48259.7 7855.86 8527.3 14374.1 31962.1 149916 -343.548 -11760.1 -30177.7 -12884.3 -82474.6 20787.5 4456.16 -25511.6 -48976.1 3109.66 -4600.57 -6223.74 12833.3 27562.2 10178.4 19115.5 31306.1 20419.8
internal_weight=0 1.00611e+06 8480 5654 2766 999 196 803 2826 147 106 49 1767 523 334 251 83 189 1244 211 99 1224 698 2888 2128 325 1803 845 503 330
internal_count=4073804 1006114 8480 5654 2766 999 196 803 2826 147 106 49 1767 523 334 251 83 189 1244 211 99 1224 698 2888 2128 325 1803 845 503 330
is_linear=0
shrinkage=0.1


Tree=4079
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 0 6 0 7 0 3 4 6 0 3 6 6 4 5 5 4 4 0 6 6 5 4 6 1
split_gain=3.99187e+11 9.45659e+12 2.35374e+13 1.82129e+13 1.70085e+13 1.89354e+13 2.6789e+13 2.66832e+13 1.63064e+13 1.9876e+13 1.33642e+13 1.2218e+13 1.09699e+13 1.08766e+13 2.22807e+13 1.43031e+13 1.22597e+13 1.21087e+13 2.03811e+13 1.88067e+13 1.48687e+13 1.13881e+13 1.37901e+13 1.17969e+13 1.0715e+13 9.77099e+12 1.32424e+13 9.57958e+12 1.26657e+13 8.93511e+12
threshold=38.430814800000007 38.247071200000008 55.768246800000007 108.05000000000001 55.812023600000011 56.115175650000005 55.850146250000009 76.605000000000004 46.323575350000006 6.0000000000000009 55.988910100000005 6.5000000000000009 4.5000000000000009 54.990000000000002 55.568628050000008 4.5000000000000009 42.605000000000011 69.015000000000015 13.500000000000002 2.5000000000000004 2.5000000000000004 7.5000000000000009 14.500000000000002 55.728148450000006 87.015000000000015 36.605000000000011 1.5000000000000002 16.500000000000004 78.010000000000005 38.166910000000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 27 6 24 -8 9 -3 -9 -5 -7 16 15 -15 25 20 -19 -20 -17 -16 23 -23 -6 -10 -27 28 -4 -1
right_child=-2 2 4 11 5 12 7 10 13 -11 -12 -13 -14 14 21 17 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=48.773981818140832 -20.373946169780279 -13300.443283977509 -22397.20535691562 -17533.275950210813 -23.365500664577805 2264.6810802435725 16247.209646824829 141009.46543750001 3954.6883068477214 62081.599798419025 48664.306687127973 -98300.318323863641 -14258.964598468112 11549.637317477513 -24667.482761452415 26407.106781068782 -296.04653312249229 -8110.4053162556511 -149410.93288690477 -29707.468504464283 -10997.933551885726 62019.950698299304 18269.434270758953 21412.385387687376 -56823.823828125001 21849.870631224247 -1280.3046986837949 12458.012336012034 47348.84918981482 -2338.4996250894478
leaf_weight=1181580 2861586 640 730 126 1432 636 545 25 1730 37 42 22 1091 1717 44 194 2919 261 21 35 235 171 558 123 34 910 340 104 27 15889
leaf_count=1181580 2861586 640 730 126 1432 636 545 25 1730 37 42 22 1091 1717 44 194 2919 261 21 35 235 171 558 123 34 910 340 104 27 15889
internal_value=0 48.0951 2564.77 5282.31 -3307.69 -435.689 5995.38 23568.4 5801.04 -9180.6 83121.5 -29539.2 -8173.82 6896.59 11438.8 6526.59 4310.14 -5034.51 -19855.5 -74596.3 5917.17 24942.1 27504.1 45031.1 -1340.7 8822.04 15558.5 -15999.9 -19909.6 17.0977
internal_weight=0 1.21222e+06 14749 10083 4666 3805 2078 612 9935 677 67 148 1727 9258 3359 2463 5899 746 317 56 429 896 852 294 1466 2980 1250 861 757 1.19747e+06
internal_count=4073804 1212218 14749 10083 4666 3805 2078 612 9935 677 67 148 1727 9258 3359 2463 5899 746 317 56 429 896 852 294 1466 2980 1250 861 757 1197469
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=31
num_cat=0
split_feature=4 0 6 5 6 6 1 1 6 6 1 1 0 6 0 0 0 0 3 0 4 2 0 6 1 0 6 6 1 0
split_gain=3.60235e+11 2.83052e+12 6.22933e+12 1.8473e+13 1.47743e+13 2.75185e+13 3.16086e+13 2.34069e+13 1.91554e+13 3.20587e+13 2.26106e+13 4.09744e+13 1.78379e+13 1.63146e+13 1.47188e+13 2.17391e+13 1.29702e+13 6.04251e+13 2.99342e+13 2.71725e+13 4.39045e+13 2.08291e+13 2.48632e+13 1.6484e+13 1.18542e+13 1.1817e+13 1.16819e+13 1.15409e+13 1.0763e+13 2.18403e+13
threshold=5.5000000000000009 55.080855950000007 33.005000000000003 1.5000000000000002 50.995000000000012 42.205000000000005 49.300375350000003 47.17130860000001 114.05000000000001 103.03500000000001 37.517483500000004 30.323041000000003 55.183288250000011 61.805000000000007 56.760749800000006 56.782540950000005 55.768246800000007 55.743464250000009 2.5000000000000004 55.866549750000011 4.5000000000000009 75.000000000000014 55.702806750000008 45.305000000000007 30.277905650000005 59.838047850000002 44.010000000000012 49.895000000000003 30.370944000000005 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 16 9 12 11 -10 13 -6 -8 -16 17 21 -19 20 -18 22 -7 26 -21 27 -22 -26 -27 -30
right_child=-2 2 3 -5 8 6 14 -9 10 -11 -12 -13 -14 -15 15 -17 19 18 -20 24 23 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-115.53811622704325 -18.594157651105927 -420.78564874681462 1399.9072955017973 113.54841772025878 12019.562138148716 -3424.9413357979911 -9294.0097373719163 22831.831901416488 -32368.951491477274 -104121.3112393466 5594.5407247677367 139117.18473992599 -6185.6287591468936 110564.46718750001 55405.395561935242 2195.8410073569694 11461.598786182893 41574.693204752606 193769.92225167411 -5616.7934827358304 -65017.216826923075 20041.757411322276 -113586.68906250001 -18823.088580729167 8369.0775765881881 30974.846138987825 -142572.87290826612 -17812.571786618366 -42833.189395097375 18903.469527349527
leaf_weight=551561 2928705 127329 52458 400543 56 140 1380 1300 22 33 185 38 3423 24 83 1025 156 24 28 577 52 701 24 45 2833 442 31 179 69 338
leaf_count=551561 2928705 127329 52458 400543 56 140 1380 1300 22 33 185 38 3423 24 83 1025 156 24 28 577 52 701 24 45 2833 442 31 179 69 338
internal_value=0 47.5564 199.116 368.421 1923.07 2293.83 7268.21 10735.5 -4145.32 -6018.88 22895.2 76238.9 -5094.71 41583 -2402.07 6181.76 7946.87 18829.9 123526 5833.4 -24153.8 12536.1 -19546.2 -67560.1 7752.37 9750.3 -93983.8 6813.13 20170.5 8437.06
internal_weight=0 1.1451e+06 593538 466209 65666 61885 9427 6939 3781 3536 245 60 3503 80 2488 1108 5639 917 52 4722 284 865 164 128 4438 3861 83 3012 849 407
internal_count=4073804 1145099 593538 466209 65666 61885 9427 6939 3781 3536 245 60 3503 80 2488 1108 5639 917 52 4722 284 865 164 128 4438 3861 83 3012 849 407
is_linear=0
shrinkage=0.1


Tree=4081
num_leaves=31
num_cat=0
split_feature=0 6 6 1 1 0 0 1 3 4 1 2 4 0 5 1 6 3 1 4 5 4 7 1 4 1 1 4 5 3
split_gain=3.97121e+11 4.44804e+12 1.14138e+13 1.24398e+13 1.47382e+13 2.65458e+13 2.14545e+13 2.06621e+13 1.7986e+13 1.38024e+13 1.69822e+13 1.60508e+13 2.30677e+13 1.33456e+13 1.20515e+13 1.09327e+13 7.98211e+12 2.04143e+13 1.95798e+13 1.59595e+13 2.30069e+13 3.92212e+13 2.3746e+13 1.49427e+13 2.57647e+13 5.42317e+13 3.14976e+13 1.92978e+13 2.07455e+13 3.2074e+13
threshold=45.036141150000006 149.05000000000004 142.05000000000004 37.755233900000007 38.958307950000012 45.022979600000006 45.015054600000006 38.066230450000006 10.500000000000002 7.5000000000000009 40.965343750000009 9613.5000000000018 9.5000000000000018 43.687280500000007 3.5000000000000004 45.126607350000008 189.00000000000003 1.5000000000000002 39.044653900000007 7.5000000000000009 4.5000000000000009 15.500000000000002 6.0000000000000009 38.965413050000002 13.500000000000002 38.958307950000012 38.91194105000001 17.500000000000004 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 7 6 9 -5 -7 10 -6 12 -11 14 -14 -12 17 18 -3 -19 23 22 -22 24 26 -26 -21 28 -25 -30
right_child=-2 16 3 4 5 8 -8 -9 -10 11 15 -13 13 -15 -16 -17 -18 19 -20 20 21 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=93.88937026408388 -9.0993377130147728 -105132.26534921152 -91389.375 -11900.390189732143 -121428.32369791668 -130414.18555871211 84827.621875000012 113568.99621233258 -16640.290934244793 81839.322154771959 19531.548984375 -59477.881589226978 -14689.259649658205 -75291.360927327478 66046.5078125 -73278.086470170456 -2029.5579580214542 23950.570470637409 -9365.0375162760429 146554.27632759712 -91715.242135657798 47304.059040798616 11200.238155241936 -33159.082712021314 -59618.986188616072 93970.699499198716 11070.4466796875 43871.240870998219 108998.97549479167 -1572.1555771531102
leaf_weight=315696 3754876 27 21 35 24 33 23 21 24 37 30 38 64 24 26 22 1217 639 102 37 81 45 31 173 56 39 32 92 30 209
leaf_count=315696 3754876 27 21 35 24 33 23 21 24 37 30 38 64 24 26 22 1217 639 102 37 81 45 31 173 56 39 32 92 30 209
internal_value=0 107.13 71.9203 -16363 -12434 -20157.8 -7817.42 35150.6 -82509.4 -15858.3 -51848 -1386.25 13232.8 -9034.18 8634.41 -19734.1 4068.17 8726.64 -29409.3 12087 2898.1 -31548.1 -63229.7 10994 37213.1 3433.62 83721.2 2462.34 -6784.3 12307.1
internal_weight=0 318928 316118 422 401 345 288 56 57 265 76 189 151 114 90 52 2810 1593 129 1464 825 157 112 668 164 95 69 504 412 239
internal_count=4073804 318928 316118 422 401 345 288 56 57 265 76 189 151 114 90 52 2810 1593 129 1464 825 157 112 668 164 95 69 504 412 239
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=31
num_cat=0
split_feature=6 5 6 0 0 0 5 4 0 1 1 0 0 5 1 6 0 7 1 1 3 1 0 3 0 1 3 1 4 0
split_gain=3.92146e+11 1.81954e+12 8.23194e+12 1.4965e+13 4.96396e+12 7.32273e+12 6.93168e+12 1.14136e+13 7.33352e+12 6.37637e+12 4.86644e+12 4.76314e+12 8.894e+12 4.60435e+12 1.94295e+13 6.7723e+12 5.91727e+12 7.74771e+12 6.891e+12 1.19666e+13 1.68202e+13 1.24753e+13 1.07567e+13 1.69396e+13 1.42386e+13 5.0153e+12 5.00317e+12 4.98986e+12 4.49302e+12 1.37875e+13
threshold=27.215000000000003 2.5000000000000004 21.020000000000003 55.696737300000009 63.565651350000003 59.838047850000002 3.5000000000000004 5.5000000000000009 59.982409200000006 36.865631950000008 50.298521650000005 58.08467765000001 57.892117950000006 4.5000000000000009 47.800771000000005 19.050000000000004 55.539595350000006 6.0000000000000009 37.924401400000008 47.899251850000006 8.5000000000000018 49.300375350000003 55.897267000000006 6.5000000000000009 55.79439725000001 60.516422150000004 10.500000000000002 43.862029600000007 4.5000000000000009 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 -3 -10 12 13 15 -15 16 17 26 22 27 21 -21 23 24 -18 -23 28 -20 29 -11
right_child=-2 2 3 -5 -6 6 7 -9 10 11 -12 -13 -14 14 -16 -17 18 -19 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=283.53844808941955 -4.5351115169566318 -43053.88130396793 18648.037346733941 -63707.234827302629 -50907.190507812506 78195.898072916665 -58972.873437500006 44319.136035156254 -21153.688671875003 77975.158626302087 39117.40032464105 -48965.003813244053 56989.743028846155 36170.643481445317 -63234.593733723967 51970.91737772624 40085.795161290327 -45165.308951822924 -8901.9532381018817 72573.727384440106 87145.899065290185 -25193.50785714286 -18157.617366976352 -4029.8518729967946 146732.01341145832 8592.554372393075 31079.474073517631 -47985.28557477679 -9695.6896875854127 -1627.0481434834362
leaf_weight=83240 3988583 38 36 57 20 30 23 20 21 24 37 21 26 32 51 24 31 48 98 24 28 70 37 39 21 118 39 49 686 233
leaf_count=83240 3988583 38 36 57 20 30 23 20 21 24 37 21 26 32 51 24 31 48 98 24 28 70 37 39 21 118 39 49 686 233
internal_value=0 212.256 -2782.98 -31827.8 -1352.28 -821.714 21977.1 -10930.1 38056.7 -2541.14 17295.1 -1635.03 -1042.7 -1956.04 -24909.7 -741.797 -1560.63 -5936.68 7191.45 538.915 14301 4679.93 27305 45789.8 83154.5 -3987.36 -4019.19 -21929.7 -5470.78 5806.62
internal_weight=0 85221 1981 93 1888 1868 131 43 88 1737 58 1699 1678 1652 83 1569 1545 1030 515 387 240 212 128 91 52 188 982 147 943 257
internal_count=4073804 85221 1981 93 1888 1868 131 43 88 1737 58 1699 1678 1652 83 1569 1545 1030 515 387 240 212 128 91 52 188 982 147 943 257
is_linear=0
shrinkage=0.1


Tree=4083
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 4 4 3 5 0 3 6 4 0 6 6 6 6 7 4 0 6 3 6 6 4 6 3 6
split_gain=3.87894e+11 1.20998e+13 2.92646e+13 4.03859e+13 3.50823e+13 3.00233e+13 2.36529e+13 2.42067e+13 2.4099e+13 2.11696e+13 3.11623e+13 2.81469e+13 2.10754e+13 1.85183e+13 1.6915e+13 1.57895e+13 1.52868e+13 1.51355e+13 2.8545e+13 1.49077e+13 1.48972e+13 1.82176e+13 1.71857e+13 1.45007e+13 1.3725e+13 1.37217e+13 2.71251e+13 1.85292e+13 1.35494e+13 1.29892e+13
threshold=82.92647190000001 82.918694400000007 55.030407050000001 55.061158000000006 9.5000000000000018 21.500000000000004 10.500000000000002 15.500000000000002 12.500000000000002 2.5000000000000004 55.026775150000006 5.5000000000000009 44.010000000000012 24.500000000000004 55.034466500000008 68.00500000000001 57.410000000000004 55.805000000000007 54.990000000000002 6.0000000000000009 7.5000000000000009 54.962581500000006 21.020000000000003 9.5000000000000018 44.820000000000007 71.715000000000018 9.5000000000000018 120.05000000000001 2.5000000000000004 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 -1 4 6 17 9 14 12 -9 15 11 -11 -8 23 -4 16 -6 18 19 20 29 -22 -23 -5 -15 -16 -27 -28 -14 -3
right_child=-2 2 3 13 5 -7 7 8 -10 10 -12 -13 28 24 25 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.8716639958740426 62.836612453922534 -4802.8468287018804 38786.689745927666 -8227.8869425181492 -8661.8804395574316 14823.186641416807 -2563.6179014008621 -2730.8241368765785 55132.441981393917 -15635.832132947198 -36070.678668313805 52379.011042765836 23929.691120256699 -30486.488212799359 8153.6583739469443 37352.787907140395 -30798.228740837869 -7210.1311834860971 96041.308090672363 32475.241653768673 4976.6453282367547 73363.953973999029 -20679.050344081232 19541.033718203591 -120737.37640625001 -1048.8883610486143 -31609.370092329547 -136915.84401041668 81733.37526971726 12962.989712701437
leaf_weight=3266650 791523 620 147 1799 2522 370 58 297 95 290 877 77 56 107 1915 68 356 2159 33 159 676 20 684 210 20 566 55 24 147 1224
leaf_count=3266650 791523 620 147 1799 2522 370 58 297 95 290 877 77 56 107 1915 68 356 2159 33 159 676 20 684 210 20 566 55 24 147 1224
internal_value=0 -15.1531 -2790.77 3085.02 -5977.09 -12482.5 9919.77 27002.6 11292.2 -14893.7 -25832.1 -1365.69 50598.4 -7666.27 5798.94 -10274.8 -11400.1 -656.106 3486.21 2583.36 1109.17 -6748.54 -18007.4 -5325.21 -44699.2 3904.72 -8710.34 -63601.2 65787.5 6989.66
internal_weight=0 3.28228e+06 15631 5496 10135 4560 3360 653 392 4190 1244 367 261 2136 2707 2946 2878 5575 3416 3383 3224 1380 704 2009 127 2560 645 79 203 1844
internal_count=4073804 3282281 15631 5496 10135 4560 3360 653 392 4190 1244 367 261 2136 2707 2946 2878 5575 3416 3383 3224 1380 704 2009 127 2560 645 79 203 1844
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=31
num_cat=0
split_feature=4 7 0 0 6 3 0 6 1 0 0 5 6 5 6 6 6 6 1 1 5 6 4 3 6 5 5 6 3 0
split_gain=3.86056e+11 2.72336e+12 2.54287e+13 3.5215e+13 2.50875e+13 2.31133e+13 4.276e+13 9.89225e+13 1.0891e+14 4.9031e+13 3.77548e+13 8.74726e+13 8.70351e+13 1.68858e+14 1.24964e+14 6.26244e+13 4.9011e+13 3.02924e+13 3.01126e+13 5.54161e+13 3.68316e+13 3.41939e+13 4.99964e+13 2.85012e+13 2.73022e+13 3.31164e+13 2.74398e+13 2.68227e+13 2.48899e+13 2.48519e+13
threshold=9.5000000000000018 6.0000000000000009 59.939085000000013 59.950512650000007 36.405000000000008 5.5000000000000009 59.905532300000012 37.505000000000003 30.410676000000006 57.57007620000001 59.933037250000005 1.5000000000000002 65.410000000000011 2.5000000000000004 61.425000000000004 55.805000000000007 58.045000000000009 79.015000000000015 30.345769800000003 30.389265100000003 1.5000000000000002 59.815000000000005 7.5000000000000009 8.5000000000000018 74.015000000000015 1.5000000000000002 2.5000000000000004 53.310000000000009 7.5000000000000009 56.802121050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 10 29 18 23 14 17 15 28 -17 -14 24 21 -21 -20 -23 -12 25 27 -26 -9 -13 -7
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 11 12 13 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.9320215747655709 28.673652128367895 -816.56590038191666 16352.958268495364 -3899.7269032757849 -36545.897707064803 2241.9172564859036 -75833.422182617185 81161.180637728234 -178953.2290625 -8658.9343580191435 47159.409738159186 -56322.261607142857 190752.63295138889 -72713.598292267634 -315113.43609375 141317.97445652174 -45559.742013888892 47571.246946022729 -108356.3114720395 32805.422794067978 151545.39285714287 124393.65375000001 -44776.75010775862 172598.75148437501 2514.5777039114355 115845.85436819895 90881.209528664986 -8174.9399884259255 -192198.22800480772 15796.907800463734
leaf_weight=1736281 2181312 113594 107 7687 553 27330 100 89 25 4196 192 28 45 78 20 23 36 22 38 103 35 25 58 20 113 140 51 54 26 1423
leaf_count=1736281 2181312 113594 107 7687 553 27330 100 89 25 4196 192 28 45 78 20 23 36 22 38 103 35 25 58 20 113 140 51 54 26 1423
internal_value=0 -33.0496 -432.985 -5802.96 -27969.9 -129.847 2146.41 19787.7 27619.1 1439.12 31937.1 10610.4 -26286 27301.9 -84708.9 -43929.3 27290.9 143738 46739 19607.3 62920.6 -29791.3 6178.19 58993.3 62459.5 81273.2 29994.4 47425.9 -121744 2912.76
internal_weight=0 1.89249e+06 156211 8347 660 147864 34270 1321 1221 32949 1196 490 278 145 133 113 59 67 706 259 138 121 83 212 447 283 164 143 54 28753
internal_count=4073804 1892492 156211 8347 660 147864 34270 1321 1221 32949 1196 490 278 145 133 113 59 67 706 259 138 121 83 212 447 283 164 143 54 28753
is_linear=0
shrinkage=0.1


Tree=4085
num_leaves=31
num_cat=0
split_feature=5 0 6 7 6 4 1 3 1 1 0 0 4 4 3 1 0 1 1 6 1 6 4 6 1 0 6 6 6 4
split_gain=3.74755e+11 3.26968e+12 8.99212e+12 1.83707e+13 2.50673e+13 2.21219e+13 1.99908e+13 2.68061e+13 1.6559e+13 2.13572e+13 4.50945e+13 1.74806e+13 1.58226e+13 1.48754e+13 1.30897e+13 1.87083e+13 1.22632e+13 1.26078e+13 1.19334e+13 1.81564e+13 2.22018e+13 1.24707e+13 1.17077e+13 1.15829e+13 1.13687e+13 1.55652e+13 1.09567e+13 1.08362e+13 2.84991e+13 2.32392e+13
threshold=4.5000000000000009 56.83050475000001 149.05000000000004 6.0000000000000009 168.45000000000002 8.5000000000000018 65.559704250000024 2.5000000000000004 60.590708550000009 39.939672500000007 58.603553700000006 59.838047850000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 50.815483650000004 59.905532300000012 30.370944000000005 60.636764050000004 168.45000000000002 53.67029225000001 189.00000000000003 10.500000000000002 189.00000000000003 30.330566300000005 60.042359000000012 189.00000000000003 118.04500000000002 110.01500000000001 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 27 5 -5 8 7 -7 9 10 13 -12 23 -4 15 -11 -13 24 19 -9 21 -21 -8 -10 25 -18 -14 28 -3 -29
right_child=1 2 3 4 -6 6 22 18 12 14 11 16 26 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.8057502102630332 -391.81679296630284 -1189.9005072061734 47647.061375473488 155984.022578125 15642.660982142857 -95173.28237473061 -119611.14368990385 -18727.048571428571 134379.04068287037 -62281.437840477192 -75863.667716471347 84493.456818181832 -24694.717234848489 142596.46103219697 -106887.1840625 43984.132360026044 -5318.017607931728 -34377.488066726437 -27760.33453776042 65343.613565340907 123269.58143136161 -16382.646293604652 -20491.80974786932 48236.670753272803 34840.594865056824 86375.454257812511 69106.013398437513 -17889.179406688185 34485.353334253741 14821.471168019318
leaf_weight=4059415 10600 1289 33 20 35 29 26 70 27 37 24 22 33 33 20 30 249 61 72 33 28 43 22 37 165 20 20 731 271 309
leaf_count=4059415 10600 1289 33 20 35 29 26 70 27 37 24 22 33 33 20 30 249 61 72 33 28 43 22 37 165 20 20 731 271 309
internal_value=0 509.436 3030.76 10234.6 66675.9 7497.15 -14634.5 -4240.83 16311.6 10444.6 17085.9 7565.84 51112.7 95121.8 -35892.3 -14699.8 11438.8 8191.91 6478.85 20646.8 47148.4 19103.8 -74181.4 84578 14175.2 1499.34 10701.8 -263.618 5007.53 -8170.34
internal_weight=0 14389 3789 1189 55 1134 323 275 811 694 607 541 117 66 87 67 517 495 246 174 104 76 48 64 434 269 53 2600 1560 1040
internal_count=4073804 14389 3789 1189 55 1134 323 275 811 694 607 541 117 66 87 67 517 495 246 174 104 76 48 64 434 269 53 2600 1560 1040
is_linear=0
shrinkage=0.1


Tree=4086
num_leaves=31
num_cat=0
split_feature=6 3 1 0 0 6 0 6 2 2 2 6 1 0 0 4 0 4 6 4 0 3 0 5 0 5 0 0 1 4
split_gain=4.62284e+11 7.92143e+12 1.70299e+13 1.24685e+13 5.78736e+13 7.43699e+13 1.88652e+13 1.85513e+13 2.69765e+13 4.52348e+13 3.35158e+13 1.75315e+13 4.74825e+13 3.90723e+13 1.93507e+13 1.68361e+13 1.95526e+13 2.68887e+13 1.58854e+13 2.23424e+13 3.84421e+13 3.58045e+13 3.35921e+13 2.392e+13 2.15851e+13 1.97256e+13 1.88558e+13 1.55993e+13 2.86704e+13 3.78836e+13
threshold=156.15000000000003 2.5000000000000004 20.507515800000004 55.737027400000009 55.783232450000007 189.00000000000003 55.676890650000011 189.00000000000003 4311.5000000000009 5762.5000000000009 915.50000000000011 168.45000000000002 38.782330450000011 59.933037250000005 59.963561900000009 5.5000000000000009 56.309668500000008 3.5000000000000004 189.00000000000003 8.5000000000000018 54.810424650000009 1.5000000000000002 52.02416370000001 3.5000000000000004 45.125532050000011 4.5000000000000009 53.341100000000004 55.026775150000006 39.763755750000009 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 6 5 -5 18 8 10 -10 -6 13 14 15 -13 16 -12 -18 19 20 22 25 24 -24 -4 -22 -25 28 29 -21
right_child=1 -3 3 4 7 -7 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 27 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=1.9242879312227299 -80622.004427083346 -2110.7790431439234 12343.892825256591 219481.88130859376 -46785.242362882651 11197.334418945313 -79007.031119791674 -5506.0459024238917 -120112.30891544119 18654.731026418587 -37245.801607142857 26511.631311928355 88497.1666273585 113966.58664772728 -89744.217684659103 -53450.737648437498 -3537.8119419642858 146152.80604538691 6129.3981007677448 73833.872343750001 24453.471284574622 -96923.598844630294 -22831.54110054348 162379.31269719053 -49112.374086782096 -86424.551339285725 55836.635368546195 34025.819859730116 -101166.17636168574 -75637.254046474365
leaf_weight=4060554 24 9553 251 30 49 40 30 591 34 76 35 41 159 33 22 50 28 21 1692 30 68 71 23 26 74 21 46 22 71 39
leaf_count=4060554 24 9553 251 30 49 40 30 591 34 76 35 41 159 33 22 50 28 21 1692 30 68 71 23 26 74 21 46 22 71 39
internal_value=0 -589.711 3340.71 3889.34 12207 100462 -191.87 6783.1 20036.5 -24236.9 31155.4 40973.2 59385.8 16496.5 -14085.6 -7507.39 19839.8 60615.3 779.557 -11419.8 -2249.02 -43960.3 13641 65949.7 -1649.23 -1708.76 94310.4 -44253.5 -56554.5 -10649.8
internal_weight=0 13250 3697 3673 1209 70 2464 1139 548 110 438 389 222 167 63 134 84 49 2434 742 580 160 420 95 325 89 72 162 140 69
internal_count=4073804 13250 3697 3673 1209 70 2464 1139 548 110 438 389 222 167 63 134 84 49 2434 742 580 160 420 95 325 89 72 162 140 69
is_linear=0
shrinkage=0.1


Tree=4087
num_leaves=31
num_cat=0
split_feature=6 0 6 0 0 1 4 1 3 0 4 3 4 3 4 1 1 0 4 4 4 2 4 6 1 0 5 0 0 4
split_gain=3.7445e+11 6.5401e+12 1.14091e+13 4.60727e+13 2.22491e+13 2.65871e+13 3.4876e+13 2.66582e+13 4.28422e+13 3.13828e+13 3.10027e+13 2.69828e+13 2.63011e+13 2.05005e+13 8.45156e+13 3.69832e+13 1.13877e+13 2.49561e+13 1.27976e+13 2.97012e+13 2.35723e+13 1.21704e+13 1.34963e+13 5.06691e+13 1.46697e+13 1.2488e+13 1.99719e+13 1.98922e+13 2.25847e+13 1.5511e+13
threshold=156.15000000000003 57.15297970000001 168.45000000000002 57.892117950000006 59.825842200000004 30.345769800000003 16.500000000000004 30.323041000000003 4.5000000000000009 59.91832440000001 6.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 8.5000000000000018 59.999510900000011 30.084656550000002 60.05226170000001 15.500000000000002 13.500000000000002 16.500000000000004 5325.0000000000009 6.5000000000000009 189.00000000000003 53.67029225000001 57.634352600000007 3.5000000000000004 59.963561900000009 59.950512650000007 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 13 12 6 7 8 9 -6 -10 -11 -5 14 15 -3 17 -4 19 21 -20 22 24 -24 25 26 -18 28 -27 -29
right_child=1 2 16 4 5 -7 -8 -9 10 11 -12 -13 -14 -15 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=1.7318574388077228 -1410.4888774574083 108306.16824324324 82059.663697350552 -147514.31424851189 156081.8119375 40220.226337239583 -123599.94867788463 -81369.608496093759 -147270.63547247025 113673.39829545455 14734.529861111114 -23035.602477446057 12719.662392578126 -6670.9217564174105 245556.89423076925 -31258.617731651892 27688.116677330283 -45516.660657269029 102644.84020996094 -109025.06678240742 129.86195312499999 19701.977841871616 -71454.744816820545 11229.864246255549 38421.424578651691 3120.9256533498983 -73950.045851293107 -5168.0098219014835 80547.658722478707 -86446.239888822121
leaf_weight=4060554 11454 37 46 21 25 150 26 32 21 22 27 42 20 28 26 39 29 23 32 27 75 196 132 169 89 262 58 59 44 39
leaf_count=4060554 11454 37 46 21 25 150 26 32 21 22 27 42 20 28 26 39 29 23 32 27 75 196 132 169 89 262 58 59 44 39
internal_value=0 -530.74 5079.87 17633 292.006 8568.47 -15779 808.794 20003.7 61071.5 -56142.7 23958.1 -69351.4 69122.6 89928.6 36687.4 19.3676 39534.2 -2232.1 -5432.47 30788.5 -2835.44 -7849.44 -25030.5 1066.94 -5704.04 -40070.7 1696.69 14254.2 -37513.4
internal_weight=0 13250 1796 516 386 345 195 169 137 89 48 64 41 130 102 76 1280 69 1211 1104 107 1077 881 301 580 491 87 404 306 98
internal_count=4073804 13250 1796 516 386 345 195 169 137 89 48 64 41 130 102 76 1280 69 1211 1104 107 1077 881 301 580 491 87 404 306 98
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=31
num_cat=0
split_feature=6 0 4 1 4 7 1 0 6 6 7 3 1 1 4 1 1 2 6 6 6 1 6 3 1 6 6 6 6 6
split_gain=3.71791e+11 3.82381e+12 1.19919e+13 1.74926e+13 2.19636e+13 2.96896e+13 2.29886e+13 1.94014e+13 1.92623e+13 1.86342e+13 3.3759e+13 3.86512e+13 3.92921e+13 4.2918e+13 4.00804e+13 3.63601e+13 3.1678e+13 2.21598e+13 2.59646e+13 3.1631e+13 3.00495e+13 3.94359e+13 3.58199e+13 2.34008e+13 2.07647e+13 4.98889e+13 2.98415e+13 4.74065e+13 2.28156e+13 1.09662e+14
threshold=53.310000000000009 44.878071950000013 11.500000000000002 37.780517050000007 16.500000000000004 6.0000000000000009 37.343102500000008 44.739668300000005 63.005000000000003 64.805000000000021 6.0000000000000009 10.500000000000002 39.652459050000012 42.186961750000002 23.500000000000004 39.908802000000009 39.703507450000011 2892.5000000000005 75.605000000000004 75.010000000000005 80.030000000000015 38.109452700000006 79.710000000000022 15.500000000000002 39.908802000000009 84.00500000000001 88.825000000000003 86.920000000000016 103.03500000000001 105.00500000000001
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 -6 9 -4 10 11 12 -5 14 15 16 -14 18 19 -11 21 22 -20 -23 28 -26 27 -27 -22 -30
right_child=1 -3 3 7 5 -7 -8 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 20 -21 24 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-26.045273350208124 -8.8105138353313688 69.567968895207215 -3412.2987752986664 2956.6330736774835 23260.973188189339 15443.759896759613 -16762.490158747074 60405.560738357846 -21318.545983313539 13594.086409269617 7797.0664392522422 5423.1302087056101 -84750.272576964737 1484.369713273072 71305.980882352946 -78892.654143488224 -25865.212663953062 -4506.5614691708352 -4406.0383728027346 134245.75317826704 8243.841645302653 -34559.678069540896 93353.397577019467 38158.093652343749 -81244.174358974371 23602.00341796875 25382.312606301231 207387.60346875002 -115389.07261761677 700.58902694245774
leaf_weight=2336845 70688 1647729 977 599 170 738 921 51 1560 1766 1157 899 101 406 34 191 957 4151 128 22 1785 567 53 48 39 32 305 25 91 769
leaf_count=2336845 70688 1647729 977 599 170 738 921 51 1560 1766 1157 899 101 406 34 191 957 4151 128 22 1785 567 53 48 39 32 305 25 91 769
internal_value=0 35.0404 -602.548 -2866.07 -8400.63 -47.2352 -10526 -1161.5 -14422.8 -1383.8 -6833.93 -12145.5 -19048.6 -26852.7 -35819.9 -38736 -31486.6 1036.75 5123.84 15078.6 491.059 -16809 24219.7 -28884.1 5012.03 26217 37794.4 104210 1797.2 -11583.3
internal_weight=0 1.73696e+06 89230 18542 4366 1829 1091 14176 2537 14125 4344 3187 2288 1689 1283 1249 1058 9781 5630 1788 3842 796 181 615 3046 401 362 57 2645 860
internal_count=4073804 1736959 89230 18542 4366 1829 1091 14176 2537 14125 4344 3187 2288 1689 1283 1249 1058 9781 5630 1788 3842 796 181 615 3046 401 362 57 2645 860
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=31
num_cat=0
split_feature=0 0 4 6 6 4 4 1 6 1 1 1 6 7 1 0 6 6 1 1 3 5 6 6 6 5 5 1 1 1
split_gain=4.62422e+11 4.04722e+12 1.56659e+13 2.57043e+13 2.91762e+13 2.05637e+13 1.90027e+13 2.5394e+13 3.12759e+13 2.25419e+13 3.9264e+13 2.01055e+13 2.36168e+13 1.86853e+13 1.72407e+13 1.63738e+13 1.55369e+13 1.54988e+13 1.20917e+13 1.17438e+13 2.93613e+13 2.84518e+13 1.70369e+13 1.67806e+13 1.4895e+13 1.3944e+13 1.11103e+13 1.65825e+13 1.08133e+13 3.38216e+13
threshold=45.036141150000006 45.022979600000006 5.5000000000000009 128.05000000000004 104.01000000000001 3.5000000000000004 9.5000000000000018 39.023883200000007 100.05000000000001 38.999037500000007 38.965413050000002 38.999037500000007 122.65000000000002 6.0000000000000009 39.044653900000007 45.029425500000009 114.05000000000001 83.820000000000007 38.927872750000006 38.977585500000011 2.5000000000000004 1.5000000000000002 82.905000000000015 88.825000000000003 76.605000000000004 3.5000000000000004 1.5000000000000002 39.069277450000008 38.97264950000001 38.999037500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 9 10 13 12 -10 -4 -9 -3 -6 -12 -15 20 24 -22 26 -24 -17 -26 -21 -28 -8 -30
right_child=-2 2 6 5 16 -7 28 14 11 -11 17 -13 -14 18 -16 19 -18 -19 -20 22 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-1.144920591216205 -9.8190037512574797 -7124.6318857322767 15305.619702293186 -1769.8075122070313 -92488.245568181825 95312.765934244788 -1773.7290413984488 -14504.278648181889 48665.157222806491 37493.471801188389 -18901.180793890551 25241.069264914775 182195.40983796297 36429.112229082668 6904.8872163871456 5924.7430265089206 -13257.424097222225 -105288.86005434784 132125.42496178669 4957.7193642560769 -24245.947539813704 59140.836656061809 83698.958576766308 -399.65069355867348 -72063.480603027347 27319.691787109376 -16312.856124140655 3529.8120455858184 16325.427848684552 882.09493415401414
leaf_weight=287995 3754876 3880 506 40 55 48 7392 447 26 343 214 44 27 31 2373 797 45 23 23 1134 52 192 46 49 48 20 981 738 1661 9698
leaf_count=287995 3754876 3880 506 40 55 48 7392 447 26 343 214 44 27 31 2373 797 45 23 23 1134 52 192 46 49 48 20 981 738 1661 9698
internal_value=0 115.603 1202.56 -2567.93 -3156.49 51184.3 2545.74 8751.21 20696.7 16058.4 6833.54 75208 116690 21272.9 3511.31 -2480.19 -56834.4 -27284.8 77188.7 1961.63 10733.7 41369.9 -1338.29 40321.8 2091.75 -42833.1 -2725.5 -7794.01 1203.12 3140.34
internal_weight=0 318928 30933 8125 8037 88 22808 4057 1237 1140 797 97 53 560 2820 7937 100 237 54 4057 1109 244 2948 95 865 68 2853 1719 18751 11359
internal_count=4073804 318928 30933 8125 8037 88 22808 4057 1237 1140 797 97 53 560 2820 7937 100 237 54 4057 1109 244 2948 95 865 68 2853 1719 18751 11359
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=31
num_cat=0
split_feature=4 0 0 5 1 1 0 0 2 6 1 6 2 1 1 6 0 0 2 5 3 1 5 1 0 6 1 1 0 1
split_gain=4.03826e+11 1.74671e+12 4.92869e+12 5.45719e+12 7.42266e+12 7.87115e+12 4.8675e+12 4.51848e+12 4.1897e+12 4.02193e+12 3.9754e+12 3.90322e+12 5.27428e+12 7.19986e+12 1.06402e+13 6.67963e+12 1.31887e+13 8.95862e+12 8.08725e+12 1.06295e+13 5.55478e+12 8.0097e+12 6.50191e+12 4.80259e+12 4.29614e+12 6.43353e+12 9.66279e+12 1.61645e+13 9.79896e+12 1.31619e+13
threshold=2.5000000000000004 56.685611200000004 56.342669500000007 2.5000000000000004 43.932356550000009 37.534144550000008 56.520242650000007 56.385857200000011 5444.0000000000009 46.420000000000009 37.46219940000001 93.050000000000011 8767.0000000000018 60.66055595000001 60.516422150000004 122.65000000000002 56.858606850000008 59.905532300000012 4311.5000000000009 4.5000000000000009 1.5000000000000002 65.493200550000012 3.5000000000000004 39.908802000000009 57.57007620000001 108.05000000000001 30.157841000000001 30.345769800000003 59.905532300000012 39.803839700000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 -9 10 -4 -3 13 14 15 16 -13 18 19 23 22 -22 -15 -17 -18 26 -26 -28 29 -29
right_child=-2 11 3 4 7 6 -8 8 -10 -11 -12 12 -14 20 -16 17 24 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=222.31040065338664 -5.2977582527210174 -859.20506822723155 -11264.60695683123 -9442.8700000000008 -13707.60763077646 49457.881587088457 16831.251289122782 1221.1317609831344 17679.959941084784 -5239.5166307196987 4790.295023754602 75867.275061035165 -34797.833296571931 38107.894516488006 -68101.666718750013 -99917.295457175933 -27653.610744628906 22185.647298728814 23183.757932692308 -2222.5562402343749 102435.73973214286 23886.81860926011 -20410.444439338236 -36154.560918898809 83491.081513247278 -11456.703099959937 -67479.553348214293 -61211.73828125 74135.325648082391 29962.70470420436
leaf_weight=86560 3961637 20982 166 50 106 105 81 344 281 650 2175 32 29 43 20 27 30 59 26 40 21 34 34 21 23 78 21 20 33 76
leaf_count=86560 3961637 20982 166 50 106 105 81 344 281 650 2175 32 29 43 20 27 30 59 26 40 21 34 34 21 23 78 21 20 33 76
internal_value=0 187.112 380.1 3830.89 10361.3 25780.8 35249.5 5383.22 8621.02 1719.59 3651.84 -619.801 6911.21 8807.07 3381.27 6322.96 15038.8 -9446.15 -25817 -40294.5 29606 53878.2 12268.6 -72021.1 8111.71 12386.4 23136.5 13882.2 27127.1 10968
internal_weight=0 112167 90518 3958 967 236 186 731 625 2991 2341 21649 667 638 506 486 313 173 114 88 132 55 77 48 281 251 173 150 129 96
internal_count=4073804 112167 90518 3958 967 236 186 731 625 2991 2341 21649 667 638 506 486 313 173 114 88 132 55 77 48 281 251 173 150 129 96
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=31
num_cat=0
split_feature=2 4 5 5 0 6 1 3 0 1 6 2 3 4 3 6 3 3 4 7 4 6 4 6 5 3 6 6 6 3
split_gain=3.71427e+11 9.48178e+11 1.94189e+12 4.86792e+12 1.84242e+12 1.61073e+12 1.46613e+12 1.44658e+12 3.86027e+12 4.28993e+12 2.47207e+12 3.1071e+12 6.89636e+12 4.28395e+12 4.91871e+12 6.48239e+12 5.41988e+12 5.05752e+12 4.46326e+12 4.33954e+12 3.37104e+12 3.06282e+12 3.99005e+12 2.51754e+12 4.41453e+12 1.14389e+13 7.42244e+12 5.95851e+12 1.03446e+13 1.84713e+13
threshold=11703.500000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 43.687280500000007 84.810000000000016 72.839788400000018 2.5000000000000004 43.6005307 43.932356550000009 110.01500000000001 13505.500000000002 3.5000000000000004 10.500000000000002 8.5000000000000018 134.05000000000004 7.5000000000000009 6.5000000000000009 9.5000000000000018 6.0000000000000009 8.5000000000000018 189.00000000000003 5.5000000000000009 83.820000000000007 2.5000000000000004 3.5000000000000004 85.020000000000024 94.02500000000002 96.050000000000011 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 3 5 -5 6 -2 8 9 -3 23 12 -12 14 16 -16 17 18 19 21 -21 22 -13 -9 25 -25 -27 -26 29 -29
right_child=1 7 -4 4 -6 -7 -8 10 -10 -11 11 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-1.8117633576761858 -2113.647728885458 -26175.591322544642 -31468.333338994569 45217.986690848222 6546.7133966619322 -25300.510486557905 -26313.838596754809 198.37861774190316 5722.7319224342873 281.10565083821615 70576.852130681829 21755.920460668105 9787.121186642531 37418.956230163574 9879.7731249999997 -67205.860742187506 49153.644466145837 -34410.066642680926 49935.721562500003 -3582.0233040364583 -42115.915318080362 37477.929266826926 -18178.663416637075 49511.385130774463 8468.9968488316354 21095.298710937503 -32740.449970424106 -119868.4259943182 -1797.0627312757297 -11995.326473410089
leaf_weight=4059190 674 63 23 28 22 34 26 8109 1812 2256 22 58 123 32 20 24 24 38 20 120 28 39 44 23 334 30 175 22 334 57
leaf_count=4059190 674 63 23 28 22 34 26 8109 1812 2256 22 58 123 32 20 24 24 38 20 120 28 39 44 23 334 30 175 22 334 57
internal_value=0 503.236 -2828.52 -1988.32 28202.6 -4044.93 -3012.51 697.972 2264.51 -437.64 29.1651 6290.41 19010.4 2164.24 -554.2 -32166.9 3195.02 16.3254 4249.99 1088.35 -10872.2 13642.7 4529.24 -378.877 -5179.87 -17359.5 -24862 -1462.4 -9494.09 -42035.9
internal_weight=0 14614 807 784 50 734 700 13807 4131 2319 9676 592 145 447 415 44 371 347 309 289 148 141 102 9084 975 228 205 747 413 79
internal_count=4073804 14614 807 784 50 734 700 13807 4131 2319 9676 592 145 447 415 44 371 347 309 289 148 141 102 9084 975 228 205 747 413 79
is_linear=0
shrinkage=0.1


Tree=4092
num_leaves=31
num_cat=0
split_feature=0 6 6 1 1 0 4 0 3 4 5 1 2 4 0 5 4 3 1 1 6 5 0 1 1 1 7 5 3 4
split_gain=3.5878e+11 3.6537e+12 9.55622e+12 9.94297e+12 1.14759e+13 2.18464e+13 1.84556e+13 1.73913e+13 1.48302e+13 1.10886e+13 1.5961e+13 1.63023e+13 1.29616e+13 1.87479e+13 1.07464e+13 9.66463e+12 6.65516e+12 1.08555e+13 1.02407e+13 9.52554e+12 1.69487e+13 1.13075e+13 2.26915e+13 3.96025e+13 2.19551e+13 4.74925e+13 2.07429e+13 1.46249e+13 1.32678e+13 1.50859e+13
threshold=45.036141150000006 149.05000000000004 142.05000000000004 37.755233900000007 38.958307950000012 45.022979600000006 6.5000000000000009 45.015054600000006 10.500000000000002 7.5000000000000009 3.5000000000000004 44.064675150000006 9613.5000000000018 9.5000000000000018 43.687280500000007 3.5000000000000004 15.500000000000002 12.500000000000002 33.882313700000005 38.958307950000012 156.15000000000003 3.5000000000000004 45.00849250000001 39.033214400000013 38.97264950000001 39.038055050000004 6.0000000000000009 4.5000000000000009 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 -1 -4 6 7 -5 9 -7 10 -6 -12 13 -11 15 -15 17 18 -3 20 -18 24 27 -24 -21 -26 28 -23 -27 -30
right_child=-2 16 3 4 5 8 -8 -9 -10 12 11 -13 -14 14 -16 -17 19 -19 -20 21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=90.018009759733346 -8.6489346226228907 66085.81467578125 -82043.894940476195 80250.036425781262 7163.1662109375002 -118334.71853101326 -35755.050195312499 76335.662576426635 -15023.146028645835 73642.744003378379 -152334.51796875001 -30089.717220052084 -53547.331432462997 -13312.96195678711 -67737.271728515625 58986.856550480778 -93576.683828125009 -51454.771875000006 1736.035603406528 77693.09109848486 7525.3620610502585 47983.245452724361 36848.844248798079 189528.88318614132 -147625.99296875001 -76928.789538043478 85898.338335129316 -36580.891442587214 60423.395161290333 -41820.344545717591
leaf_weight=315696 3754876 25 21 32 32 33 24 23 24 37 20 24 38 64 24 26 20 38 2295 33 97 39 65 23 22 23 29 43 31 27
leaf_count=315696 3754876 25 21 32 32 33 24 23 24 37 20 24 38 64 24 26 20 38 2295 33 97 39 65 23 22 23 29 43 31 27
internal_value=0 101.828 69.916 -14968.3 -11455.6 -18271.3 30533.6 -7076.34 -74835.1 -14315.9 -46574 -85655.5 -1344.35 11792.8 -8281.28 7573.65 3691.8 1561.1 2429.46 14807.3 -9757.04 23386.5 41486.5 76753.9 4737.97 -13500.8 13324.2 3638.64 -12659.1 12827.2
internal_weight=0 318928 316118 422 401 345 56 288 57 265 76 44 189 151 114 90 2810 2358 2320 452 117 335 170 88 165 132 110 82 81 58
internal_count=4073804 318928 316118 422 401 345 56 288 57 265 76 44 189 151 114 90 2810 2358 2320 452 117 335 170 88 165 132 110 82 81 58
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=31
num_cat=0
split_feature=6 3 1 2 0 0 6 6 2 2 1 6 2 0 6 0 5 3 0 4 0 0 0 0 0 6 6 4 5 5
split_gain=4.40026e+11 6.53605e+12 1.37401e+13 9.60307e+12 9.58994e+12 4.7279e+13 6.02402e+13 1.52836e+13 2.10759e+13 3.40198e+13 2.87841e+13 4.09504e+13 2.21979e+13 2.59447e+13 2.03193e+13 2.49763e+13 1.99876e+13 2.07531e+13 2.42101e+13 1.69094e+13 1.5874e+13 1.6586e+13 1.52595e+13 1.49706e+13 1.43606e+13 1.30555e+13 1.97142e+13 2.22424e+13 3.5203e+13 2.63433e+13
threshold=156.15000000000003 2.5000000000000004 20.507515800000004 2828.5000000000005 55.737027400000009 55.783232450000007 189.00000000000003 189.00000000000003 4311.5000000000009 5762.5000000000009 39.763755750000009 168.45000000000002 2970.5000000000005 57.100506200000005 168.45000000000002 59.933037250000005 4.5000000000000009 1.5000000000000002 56.309668500000008 3.5000000000000004 56.685611200000004 59.963561900000009 55.676890650000011 55.81943720000001 55.910578700000009 189.00000000000003 168.45000000000002 4.5000000000000009 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 -2 -3 22 6 -6 8 10 -10 14 12 19 -14 15 -7 17 -13 -19 -12 -16 -22 25 -9 -25 26 -4 -28 -29 -30
right_child=1 3 4 -5 5 7 -8 23 9 -11 11 16 13 -15 20 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=1.8773898426198867 -72423.155525716153 4716.9342346364901 7350.7151448389241 -3463.2278000501483 197669.58165364584 -9304.8075937500016 10212.543876953125 -88193.55357142858 -104368.60343520221 15973.095065789475 -12291.104231770834 13798.665975765305 -127701.89943181819 14292.134072580646 -93824.092968750003 104941.18271169356 156691.98637695314 36174.064196428568 149408.77584317836 104109.98052884615 26072.968513997399 -78781.808072801083 -70975.746354166666 65122.311731770838 -5960.8144641565395 5632.0731595663883 -1412.0566473171796 -133973.99595352565 -2110.387481317935 -89671.257047193882
leaf_weight=4060554 24 1759 342 7794 30 50 40 21 34 76 24 49 22 31 30 31 29 35 41 26 48 22 30 30 540 1692 197 39 115 49
leaf_count=4060554 24 1759 342 7794 30 50 40 21 34 76 24 49 22 31 30 31 29 35 41 26 48 22 30 30 540 1692 197 39 115 49
internal_value=0 -575.339 2994.88 -1957.01 3487.67 10782.3 90551.3 5879.93 17909.6 -21223.4 27737.6 49251.1 441.625 -44648.8 -2809.3 34419 81896.5 64543.9 97261.2 48237.5 -32964.2 -6881.39 -91.5614 -5274.51 -2219.6 782.114 -10277.4 -25349.4 -48579.2 -28271.9
internal_weight=0 13250 3697 9553 3673 1209 70 1139 548 110 438 257 103 53 181 81 154 125 76 50 100 70 2464 591 570 2434 742 400 203 164
internal_count=4073804 13250 3697 9553 3673 1209 70 1139 548 110 438 257 103 53 181 81 154 125 76 50 100 70 2464 591 570 2434 742 400 203 164
is_linear=0
shrinkage=0.1


Tree=4094
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 4 0 0 5 6 6 6 6 6 6 4 3 3 6 6 6 3 1 6 3 6 6 3 3
split_gain=3.58426e+11 2.9223e+12 2.7247e+13 8.07053e+13 7.11683e+13 7.00744e+13 1.06464e+14 6.45998e+13 3.97857e+13 3.73029e+13 9.07235e+13 6.32823e+13 6.09796e+13 4.68837e+13 3.66454e+13 4.27271e+13 3.55521e+13 2.95959e+13 3.57587e+13 3.05966e+13 2.87953e+13 5.57721e+13 2.94178e+13 2.78691e+13 3.10205e+13 2.56878e+13 2.53596e+13 4.32575e+13 3.65091e+13 2.51511e+13
threshold=9.5000000000000018 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.990753350000013 8.5000000000000018 59.939085000000013 60.002985000000002 1.5000000000000002 56.205000000000005 112.00500000000001 59.815000000000005 49.485000000000007 53.995000000000012 47.420000000000009 5.5000000000000009 4.5000000000000009 1.5000000000000002 81.02500000000002 70.00500000000001 52.015000000000008 4.5000000000000009 30.242318500000007 98.020000000000024 2.5000000000000004 77.010000000000005 71.030000000000015 5.5000000000000009 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 7 -4 5 6 9 -1 -7 12 14 29 13 16 15 -11 -5 18 -6 26 21 -8 -22 24 -9 -14 27 -19 -29 -12
right_child=-2 -3 3 4 17 8 20 23 -10 10 11 -13 25 -15 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=326.53194927109138 27.628539654814883 -54.454726289455465 631.41108954338324 -95045.334218750009 66805.136489470111 -16853.264390573939 67325.565499441975 -11306.917875192432 28355.643961649388 -56806.119811197917 115621.64288363676 -70261.149579653531 41947.326286764706 171762.62002314816 -119511.85177083335 129173.99122023811 45123.105903063326 33355.349933087382 -25466.010269777922 -78417.032942708334 173263.30498511906 247082.16471137153 20942.8232421875 -28572.562264630113 49774.137935557264 -57191.496656785814 123844.75443750001 24436.737648809525 -156110.7335316976 24299.412511160714
leaf_weight=46374 2181312 1831848 9703 20 46 306 28 720 535 30 218 23 34 27 30 21 190 297 483 30 21 45 32 1119 94 113 25 21 24 35
leaf_count=46374 2181312 1831848 9703 20 46 306 28 720 535 30 218 23 34 27 30 21 190 297 483 30 21 45 32 1119 94 113 25 21 24 35
internal_value=0 -31.845 651.117 4845.48 20369 32472.2 52421.3 -420.07 11906.3 37971.3 61241.2 88550.7 16337.6 47721.8 -31813.4 19773.9 31773.7 -1955.06 -17442.4 18681.8 137401 178134 81296.2 -18331.6 -4253.33 -34261.4 26619 19511.9 -71855.2 102988
internal_weight=0 1.89249e+06 60644 12337 2634 1708 867 48307 841 741 357 276 384 237 81 51 210 926 529 397 126 73 53 1933 814 147 367 342 45 253
internal_count=4073804 1892492 60644 12337 2634 1708 867 48307 841 741 357 276 384 237 81 51 210 926 529 397 126 73 53 1933 814 147 367 342 45 253
is_linear=0
shrinkage=0.1


Tree=4095
num_leaves=31
num_cat=0
split_feature=4 6 0 0 0 1 6 0 2 4 0 0 0 1 1 6 1 1 3 6 6 3 1 3 5 1 6 1 5 6
split_gain=3.83818e+11 3.03337e+12 9.62426e+12 3.70336e+13 3.50558e+13 5.26243e+13 7.65219e+13 3.50612e+13 2.90909e+13 2.44529e+13 2.0033e+13 4.23408e+13 2.36223e+13 3.92285e+13 1.96646e+13 1.91758e+13 1.82837e+13 2.77608e+13 2.3849e+13 3.69755e+13 1.98467e+13 1.91036e+13 1.96675e+13 1.81698e+13 1.96725e+13 1.61976e+13 1.77929e+13 1.49633e+13 2.14103e+13 1.65976e+13
threshold=5.5000000000000009 95.045000000000016 55.702806750000008 55.667390500000003 55.850146250000009 37.475446350000006 149.05000000000004 55.737027400000009 75.000000000000014 3.5000000000000004 55.737027400000009 55.721784200000009 55.753967500000009 48.411058050000008 52.419561900000012 142.05000000000004 37.957884500000006 38.989878900000008 3.5000000000000004 105.00500000000001 98.020000000000024 4.5000000000000009 37.543519500000009 2.5000000000000004 3.5000000000000004 37.618684050000006 108.05000000000001 49.147669400000005 4.5000000000000009 168.45000000000002
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 3 -3 5 6 7 -4 -6 -9 11 -7 13 -12 16 -15 18 -18 25 21 -19 -20 -23 -5 -25 -14 -27 28 29 -22
right_child=-2 2 4 23 8 10 -8 9 -10 -11 12 -13 14 15 -16 -17 17 20 19 -21 27 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=75.695090986870525 -19.193150166317711 -2013.531484405202 19313.132360197367 -78029.855232484886 -90436.662333170578 -20498.209807180854 -66405.009558823527 61692.167101680876 -402.00102285834942 166857.03824626867 -117256.94836738783 106722.4304505429 4924.1906184895834 -34689.703908962678 100560.91329752604 41413.034238978798 -58826.752154017857 -50780.875081073114 80018.412747713417 -111620.20353260869 21703.053334014272 53003.4111328125 -87237.573085937503 -65221.998870294745 25630.581926081733 62397.095093201759 170074.14698660714 -21959.744402028096 -55393.023242187504 100104.13081896552
leaf_weight=1115294 2928705 16781 38 93 36 47 34 33 11432 67 39 59 30 81 24 56 70 53 41 23 392 20 20 44 52 57 21 99 34 29
leaf_count=1115294 2928705 16781 38 93 36 47 34 33 11432 67 39 59 30 81 24 56 70 53 41 23 392 20 20 44 52 57 21 99 34 29
internal_value=0 49.0884 -946.526 -2509.3 1119.72 16256.8 67973.2 101081 -684.635 132153 8813.07 50313.3 4773.56 -28771.3 11240.1 -3582.02 8828.69 803.516 34456.2 276.99 7680.15 32050.3 -17117.1 -46527.8 -16010.2 67369.6 91387.1 13273 20939 27103.6
internal_weight=0 1.1451e+06 29805 16970 12835 1367 172 138 11468 100 1195 106 1089 176 913 137 889 677 212 104 607 81 40 189 96 108 78 554 455 421
internal_count=4073804 1145099 29805 16970 12835 1367 172 138 11468 100 1195 106 1089 176 913 137 889 677 212 104 607 81 40 189 96 108 78 554 455 421
is_linear=0
shrinkage=0.1


Tree=4096
num_leaves=31
num_cat=0
split_feature=5 3 0 0 4 6 6 4 6 0 6 4 2 4 4 1 4 0 1 6 4 6 1 4 0 1 6 4 1 2
split_gain=4.58e+11 2.78378e+12 5.87191e+12 1.89725e+13 1.69296e+13 1.28929e+13 2.6084e+13 2.54582e+13 1.08345e+13 7.14926e+12 9.97101e+12 8.12605e+12 2.00898e+13 8.09457e+12 2.48111e+13 1.93838e+13 1.45876e+13 1.5201e+13 1.16763e+13 1.0932e+13 9.46813e+12 7.97756e+12 7.43e+12 6.88628e+12 1.40381e+13 8.44906e+12 2.7776e+13 1.70572e+13 2.20304e+13 1.35355e+13
threshold=4.5000000000000009 1.5000000000000002 54.431501800000014 55.026775150000006 10.500000000000002 149.05000000000004 92.02500000000002 5.5000000000000009 189.00000000000003 45.029425500000009 142.05000000000004 3.5000000000000004 3191.5000000000005 4.5000000000000009 2.5000000000000004 39.735861600000007 1.5000000000000002 44.601833250000006 39.079932600000006 134.05000000000004 6.5000000000000009 128.05000000000004 39.843340650000009 4.5000000000000009 60.753246850000004 37.804148700000006 110.01500000000001 3.5000000000000004 30.509101000000005 5762.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 13 21 12 -12 14 16 20 17 -2 -18 -17 -15 -11 -16 24 25 26 -5 28 -28 -27
right_child=1 -3 3 23 -6 8 7 -9 -10 10 11 -13 -14 15 22 19 18 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-1.9962537111153886 -6012.7282866379319 -11.317140430260512 -25926.439772727274 -124714.73593750001 -67119.211698717947 -45040.834505208331 150024.78022085337 17372.834693444292 46522.658928571429 -4958.859620928698 -89796.80632385255 -88192.318562500004 47241.703736413045 86890.450360576928 45775.797384510872 -10742.550684988841 -93404.941879708436 107310.65210937499 1980.4928030303033 -86678.827524038468 4442.6927278645835 55813.053422214674 123802.22471454328 8595.2460595817211 68371.857244318177 13501.80990579245 15850.384348060346 63065.654211425783 -120575.1515625 -46502.882659313727
leaf_weight=4059415 29 12292 22 27 39 24 39 23 28 355 20 25 23 26 23 70 21 20 33 26 30 23 26 856 22 143 29 24 20 51
leaf_count=4059415 29 12292 22 27 39 24 39 23 28 355 20 25 23 26 23 70 21 20 33 26 30 23 26 856 22 143 29 24 20 51
internal_value=0 563.183 3930.73 8040.58 -2882.54 43395.7 67621 100815 4262.59 457.763 -7602.87 -42855.7 -16497.1 12283.6 28601.3 -4034.18 734.917 40241.7 -35113.8 -31308.6 42722 -1261.1 87177.6 3937.93 -8678.07 -14443.7 -38055.6 -6003.65 -39833.5 -2272.62
internal_weight=0 14389 2097 1308 789 136 84 62 52 750 446 68 43 304 152 152 103 49 54 96 56 378 49 1172 316 294 100 73 49 194
internal_count=4073804 14389 2097 1308 789 136 84 62 52 750 446 68 43 304 152 152 103 49 54 96 56 378 49 1172 316 294 100 73 49 194
is_linear=0
shrinkage=0.1


Tree=4097
num_leaves=31
num_cat=0
split_feature=5 4 6 4 5 1 1 2 0 0 0 1 6 3 4 2 5 0 4 0 6 3 3 0 1 6 0 3 6 0
split_gain=3.7098e+11 2.52224e+12 3.7145e+12 3.32527e+12 8.16043e+12 7.28899e+12 7.83656e+12 7.63888e+12 1.00105e+13 6.37256e+12 1.64814e+13 4.72011e+12 4.24954e+12 2.88572e+12 2.86007e+12 1.27944e+13 1.53285e+13 1.31331e+13 1.02584e+13 1.34343e+13 9.37125e+12 1.6037e+13 1.02618e+13 8.7369e+12 1.63161e+13 8.58948e+12 6.46961e+12 4.82237e+12 1.32175e+13 3.75266e+12
threshold=4.5000000000000009 25.500000000000004 116.05000000000001 23.500000000000004 5.5000000000000009 39.079932600000006 38.977585500000011 3191.5000000000005 56.262014700000009 45.063245050000006 59.838047850000002 60.636764050000004 149.05000000000004 22.500000000000004 19.500000000000004 2865.5000000000005 5.5000000000000009 56.850115550000005 18.500000000000004 56.802121050000004 98.020000000000024 8.5000000000000018 5.5000000000000009 55.568628050000008 30.303340300000002 168.45000000000002 55.81943720000001 20.500000000000004 189.00000000000003 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 6 9 8 -7 13 -11 -9 -13 -5 18 16 20 26 29 -20 21 -16 -22 25 -25 -24 -17 28 -27 -2
right_child=1 2 -4 4 -6 7 -8 11 -10 10 -12 12 -14 -15 15 17 -18 -19 19 -21 22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-1.7966293661900825 798.14077616651662 -51338.161379076089 4899.8179036458341 -24710.727161458333 -48110.909632457391 -86372.983144531259 82358.889859375005 53994.004117187498 2787.0222139246325 109642.23729619566 1272.5798990885417 42683.387127976195 -9816.7804738011855 20806.300600961538 -126051.45412597657 25443.02565511068 51931.871754807697 -34503.20785290948 5955.3530905330881 92165.284758649563 40740.611906250007 -9198.1457880434791 36847.464321664665 -3482.9269159226192 -126714.33799715909 -52146.369531250006 91990.783184523811 -69171.551207386365 44901.545142663046 -6090.8293220130863
leaf_weight=4059415 12754 23 24 30 22 20 25 25 34 23 36 21 58 26 24 48 26 29 51 28 25 23 26 21 22 36 21 22 23 843
leaf_count=4059415 12754 23 24 30 22 20 25 25 34 23 36 21 58 26 24 48 26 29 51 28 25 23 26 21 22 36 21 22 23 843
internal_value=0 506.864 -22620.9 582.656 10662.1 15001.1 31615.7 279.285 -30235.2 20584.6 43518.4 16123.3 4138.96 -3577.82 352.629 -8626.3 -20714.4 21964.1 579.794 36510.8 -29222.6 -68867.9 -18574.9 -28460.9 -66531.6 -13161.4 45696.7 -29213.7 -14314.1 371.032
internal_weight=0 14389 47 14342 320 298 140 158 54 115 59 104 79 56 14022 346 248 98 13676 79 222 47 175 150 43 107 69 81 59 13597
internal_count=4073804 14389 47 14342 320 298 140 158 54 115 59 104 79 56 14022 346 248 98 13676 79 222 47 175 150 43 107 69 81 59 13597
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=31
num_cat=0
split_feature=4 4 6 1 1 6 6 0 3 0 6 6 0 1 6 7 0 3 6 0 5 6 1 0 7 0 6 3 6 5
split_gain=3.55837e+11 5.37573e+12 1.79151e+13 2.19453e+13 5.32445e+13 3.25365e+13 3.57842e+13 3.67589e+13 4.1444e+13 3.68764e+13 1.16609e+14 1.27798e+14 3.12466e+13 3.02045e+13 3.17909e+13 3.57021e+13 2.98742e+13 2.96884e+13 2.90036e+13 2.719e+13 2.56304e+13 3.24336e+13 2.30814e+13 5.00724e+13 3.55679e+13 3.05393e+13 3.13231e+13 4.44406e+13 2.93769e+13 5.01799e+13
threshold=21.500000000000004 22.500000000000004 84.00500000000001 37.401708450000008 37.425454150000007 57.715000000000011 81.02500000000002 55.622114900000007 16.500000000000004 55.633951400000008 75.605000000000004 62.010000000000012 55.710673100000008 37.442254400000003 41.505000000000003 6.0000000000000009 55.850146250000009 5.5000000000000009 83.820000000000007 55.721784200000009 2.5000000000000004 65.410000000000011 37.343102500000008 55.812023600000011 6.0000000000000009 55.60524465000001 59.815000000000005 5.5000000000000009 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 3 18 5 -5 7 -7 9 10 11 -9 -10 14 15 -6 -16 -12 22 -11 21 -21 -2 25 28 -24 -27 -28 -25 -30
right_child=1 -3 -4 4 13 6 -8 8 12 19 17 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=9.7897036710532532 -3288.9672478939415 62.694481410730127 3780.2231490720951 5684.1924371257228 69203.085487288132 -18135.226959472657 -67232.890349264708 175774.60408163269 -62253.885922181376 -62562.593781250005 307761.27187500003 -23782.601365087365 35718.725607638888 -826.96490136167995 -58553.426411735876 -21882.739760990265 58227.526562500003 159605.71548622532 -76045.713533100337 44225.148922040389 -9936.9133986088273 153231.30982142859 59159.821958705354 606.2629372726027 -37821.500966709296 -28227.939139421018 -171376.83198939732 -53593.174738136579 193442.3900568182 16885.465781250001
leaf_weight=3671018 13413 343403 7009 1135 59 100 34 49 51 25 21 93 90 35130 251 159 24 38 57 124 57 35 28 627 223 292 42 135 22 60
leaf_count=3671018 13413 343403 7009 1135 59 100 34 49 51 25 21 93 90 35130 251 159 24 38 57 124 57 35 28 627 223 292 42 135 22 60
internal_value=0 -89.224 -967.746 -1603.15 -312.462 16219 32895.4 37879.8 47487.9 62546.9 94175 45078.7 281.824 -1171.91 -25752.2 2768.93 -48361.6 212339 -4849.57 36168.2 47595.4 68220.2 -4576.14 -16657.9 -2988.42 -42291.7 -48348.5 -81541.8 7967.54 64254.4
internal_weight=0 402786 59383 52374 37475 1852 717 683 583 442 201 142 141 35623 493 218 275 59 14899 241 216 159 14842 1429 932 497 469 177 709 82
internal_count=4073804 402786 59383 52374 37475 1852 717 683 583 442 201 142 141 35623 493 218 275 59 14899 241 216 159 14842 1429 932 497 469 177 709 82
is_linear=0
shrinkage=0.1


Tree=4099
num_leaves=31
num_cat=0
split_feature=6 2 1 0 3 1 0 3 5 4 6 6 4 1 1 4 6 4 6 6 6 0 3 6 6 3 4 1 1 4
split_gain=3.66982e+11 2.64076e+12 7.87758e+12 1.19757e+13 1.94278e+13 1.48867e+13 1.63455e+13 1.32444e+13 1.17642e+13 1.31873e+13 2.22132e+13 2.49857e+13 1.94088e+13 2.56492e+13 2.30915e+13 1.99202e+13 1.46983e+13 4.90522e+13 1.60992e+13 1.84414e+13 1.18795e+13 1.93449e+13 1.0432e+13 1.61915e+13 1.39034e+13 1.02479e+13 1.00192e+13 9.99084e+12 1.46165e+13 2.85536e+13
threshold=87.395000000000024 3999.0000000000005 56.805602900000004 56.850115550000005 25.500000000000004 59.999510900000011 55.102137100000007 8.5000000000000018 2.5000000000000004 8.5000000000000018 118.04500000000002 106.49500000000002 9.5000000000000018 60.636764050000004 60.307188350000011 25.500000000000004 102.04000000000001 22.500000000000004 89.00500000000001 88.825000000000003 118.04500000000002 56.858606850000008 8.5000000000000018 110.01500000000001 149.05000000000004 12.500000000000002 4.5000000000000009 60.571186450000006 60.605526900000008 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 5 8 6 7 -4 -5 10 11 -10 -11 14 -14 16 18 22 19 -16 -15 -22 23 -18 25 -24 -13 -20 29 -29
right_child=1 2 3 4 -6 -7 -8 -9 9 12 -12 26 13 20 15 -17 17 -19 27 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.5244674582885587 -357.26634155919277 1762.4900054519687 869.78545071348856 16568.859455183439 76918.939589146219 188.15929956677874 -61169.591307951283 -52272.43343211207 -16065.109472278324 13894.663089248312 -41735.797965788588 82838.4013671875 39864.135738061188 7071.2922046314598 -28679.72818898168 13115.544922488963 28846.443303630665 136410.07819602275 -13151.072255452476 42519.145386202836 135139.39164062502 5381.1581018518518 -68661.725717608861 -25635.414649895058 38513.671577380956 -10106.169444444444 16135.07437294408 -152045.94572753907 -24184.96234823691 -50888.570767631885
leaf_weight=3832905 159035 26428 245 204 28 51606 76 58 646 483 277 32 71 352 116 169 92 22 96 53 20 27 89 134 21 45 76 32 148 218
leaf_count=3832905 159035 26428 245 204 28 51606 76 58 646 483 277 32 71 352 116 169 92 22 96 53 20 27 89 134 21 45 76 32 148 218
internal_value=0 -119.721 341.753 -335.554 -6040.09 43.1385 -19703.4 -9302.65 -6718.69 -8194.51 -17518.7 -8621.97 -3800.89 -8813.77 -15593.1 -18781.4 -23838.2 -8777.01 -32993 -6351.09 13376.4 60597.4 -17160.5 -3456.96 -37141.2 -48997.5 35899 -42107.4 -49091.8 -63836.7
internal_weight=0 240899 81864 55436 3451 51985 379 303 3423 3219 1031 754 2188 1705 1306 1235 1066 403 663 169 399 47 381 226 155 134 108 494 398 250
internal_count=4073804 240899 81864 55436 3451 51985 379 303 3423 3219 1031 754 2188 1705 1306 1235 1066 403 663 169 399 47 381 226 155 134 108 494 398 250
is_linear=0
shrinkage=0.1


Tree=4100
num_leaves=31
num_cat=0
split_feature=4 0 6 1 4 1 7 1 6 6 4 6 6 6 4 6 4 6 3 1 0 1 7 0 4 0 0 0 5 6
split_gain=3.76388e+11 2.58811e+12 2.88843e+12 2.9255e+12 3.47276e+12 8.40886e+12 8.75968e+12 7.36536e+12 3.85208e+12 7.58385e+12 7.8371e+12 6.14272e+12 5.21011e+12 5.93826e+12 5.82356e+12 5.15708e+12 2.72669e+12 2.64472e+12 2.37888e+12 2.31452e+12 2.2226e+13 6.53909e+13 5.76527e+13 5.67572e+13 8.62333e+13 5.22782e+13 3.53134e+13 3.59736e+13 3.02311e+13 7.35144e+13
threshold=9.5000000000000018 63.565651350000003 91.02500000000002 40.377616600000003 16.500000000000004 59.999510900000011 6.0000000000000009 65.64204770000002 66.010000000000005 60.910000000000004 13.500000000000002 53.995000000000012 69.605000000000004 72.50500000000001 11.500000000000002 56.505000000000003 15.500000000000002 58.995000000000012 7.5000000000000009 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.990753350000013 8.5000000000000018 59.939085000000013 60.01610465000001 60.042359000000012 1.5000000000000002 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=19 -2 3 -3 7 6 -6 8 9 11 18 16 -10 -14 -15 -13 -5 -17 -11 20 25 -22 23 24 28 -1 -25 -28 -23 -30
right_child=1 2 -4 4 5 -7 -8 -9 12 10 -12 15 13 14 -16 17 -18 -19 -20 -21 21 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=279.339323828972 25.557828698321501 -15965.267108572349 29258.715473090277 4722.4741338757503 -60581.361455620667 32289.54509943182 -5273.708577706474 -27963.71353888261 44244.51884729186 -18570.394991393008 25635.816145833334 53891.191773365164 -21487.671751143294 53799.009703947377 356.95899991122161 -10376.873514951509 42308.894687500004 33545.464761117786 -51189.422199164495 -52.754790405884648 570.18317269981128 14703.629809570313 -1756.0910963021397 -4105.616551717123 123664.55971224346 -16505.297215016028 127067.66967529297 24900.48748009617 -28637.935493827164 79710.682375523669
leaf_weight=46374 2179918 73 45 552 36 44 140 57 67 59 33 54 41 38 44 29 20 26 36 1831848 9703 384 926 552 126 1933 40 249 81 276
leaf_count=46374 2179918 73 45 552 36 44 140 57 67 59 33 54 41 38 44 29 20 26 36 1831848 9703 384 926 552 126 1933 40 249 81 276
internal_value=0 28.3123 4335.77 3504.39 4618.25 -6811.4 -16586.6 6999.43 8994.32 5985.01 -16347.6 10182.6 21807.7 9585.97 25122.8 31939.2 6036.68 10386.4 -30931.3 -32.6332 575.172 4363.41 18336.7 29230.1 47183.9 -392.296 10721.3 39041.3 34179 55127.4
internal_weight=0 2.18131e+06 1394 1349 1276 220 176 1056 999 809 128 681 190 123 82 109 572 55 95 1.89249e+06 60644 12337 2634 1708 867 48307 841 289 741 357
internal_count=4073804 2181312 1394 1349 1276 220 176 1056 999 809 128 681 190 123 82 109 572 55 95 1892492 60644 12337 2634 1708 867 48307 841 289 741 357
is_linear=0
shrinkage=0.1


Tree=4101
num_leaves=31
num_cat=0
split_feature=0 1 1 4 1 2 4 6 4 6 6 4 4 0 6 1 4 6 6 3 6 4 4 6 1 5 0 1 6 1
split_gain=3.70843e+11 2.17037e+12 1.99716e+12 6.73666e+12 4.29111e+12 1.23794e+13 5.93612e+12 5.99862e+12 3.33401e+12 3.85375e+12 2.81088e+12 2.51056e+12 2.16352e+12 2.6583e+12 2.52991e+12 2.00207e+12 7.64813e+12 5.84683e+12 1.0028e+13 1.1565e+13 1.4864e+13 1.16289e+13 5.75423e+12 7.26076e+12 7.0324e+12 1.22294e+13 6.95079e+12 8.72421e+13 5.80616e+12 5.60892e+12
threshold=61.78914120000001 30.509101000000005 30.624707450000006 4.5000000000000009 33.882313700000005 14143.500000000002 2.5000000000000004 61.805000000000007 5.5000000000000009 72.020000000000024 57.715000000000011 4.5000000000000009 1.5000000000000002 63.565651350000003 45.995000000000012 118.02765200000002 3.5000000000000004 50.795000000000009 47.805000000000007 5.5000000000000009 48.410000000000004 6.5000000000000009 2.5000000000000004 66.50500000000001 107.59716050000002 3.5000000000000004 63.565651350000003 113.48479755000001 56.805000000000007 53.67029225000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -5 -3 -7 13 14 -6 22 -17 18 -18 21 -21 -20 23 28 -24 26 27 -26 -14 -25
right_child=1 2 4 8 12 11 7 -9 -10 -11 -12 -13 15 -15 -16 16 17 -19 19 20 -22 -23 24 29 25 -27 -28 -29 -30 -31
leaf_value=2.5284270316093442 -29811.392734375004 20690.333075387141 -5581.0924179199219 11550.577223784348 -1844.8161706872888 30724.011419270835 -24566.157314468481 -67465.450857469506 -14864.369305214184 -30542.64481201172 69088.642931547627 819.11251955359694 5140.4122975096898 11743.091854580967 -26340.424963830443 -7423.7909785997545 2471.6711886980679 7653.7504601428554 -21068.805686173349 -87607.782676630435 3807.8228717672414 42796.875575921476 -531.9351543287512 -26162.115617795851 -188046.64988839289 61991.331022135419 4514.6137984375 -8581.4805154582373 23827.481825200426 7657.4244605087652
leaf_weight=4045394 25 28 125 232 74 30 159 41 89 24 21 437 1284 44 98 740 1510 1849 106 46 29 39 19852 122 28 24 250 831 191 82
leaf_count=4045394 25 28 125 232 74 30 159 41 89 24 21 437 1284 44 98 740 1510 1849 106 46 29 39 19852 122 28 24 250 831 191 82
internal_value=0 -360.031 -334.092 6735.97 -433.61 -7689.48 -22676.1 -33360.5 1808.06 7604.34 41432.5 2740.2 -222.328 -10190.7 -15801.6 -142.531 1830.67 3744.14 -434.406 -20380.7 -52260.4 -3891.14 -518.557 5114.63 -969.266 -8632.01 -10160.4 -14431.3 7560.23 -12568
internal_weight=0 28410 28385 394 27991 792 325 200 345 256 49 467 27199 216 172 26983 4319 3579 1730 220 75 145 22664 1679 20985 1133 1109 859 1475 204
internal_count=4073804 28410 28385 394 27991 792 325 200 345 256 49 467 27199 216 172 26983 4319 3579 1730 220 75 145 22664 1679 20985 1133 1109 859 1475 204
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=31
num_cat=0
split_feature=4 2 4 6 6 0 0 6 6 0 5 6 1 1 6 6 6 1 1 6 0 6 6 6 6 3 6 1 6 6
split_gain=3.61881e+11 2.75552e+12 4.11256e+12 3.62487e+12 3.78955e+12 2.62375e+12 1.47118e+13 3.10198e+13 8.54248e+13 3.27588e+13 2.71831e+13 8.3996e+13 6.19911e+13 3.50434e+13 4.74688e+13 3.84166e+13 6.48146e+13 2.95073e+13 4.36493e+13 3.81495e+13 2.9222e+13 3.22335e+13 4.97095e+13 2.99423e+13 4.8705e+13 3.4163e+13 4.46476e+13 3.33388e+13 5.49089e+13 2.9458e+13
threshold=5.5000000000000009 14624.000000000002 9.5000000000000018 65.00500000000001 53.995000000000012 59.905532300000012 59.950512650000007 83.010000000000005 82.905000000000015 59.91832440000001 2.5000000000000004 69.015000000000015 30.389265100000003 30.277905650000005 58.305000000000007 61.805000000000007 66.50500000000001 30.323041000000003 30.370944000000005 64.015000000000015 59.933037250000005 64.805000000000021 62.995000000000012 34.010000000000012 45.995000000000012 2.5000000000000004 50.795000000000009 30.362494150000003 43.205000000000005 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=5 -2 3 4 -3 -1 7 8 10 -9 11 17 13 -12 -15 -16 -17 -7 20 -20 29 22 23 -22 27 -26 -27 28 -25 -19
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 12 -13 -14 14 15 16 -18 18 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=10.580958232951957 -19.272839493188446 28701.562272135419 -19825.187756799773 53223.811796875001 -20503.105546061197 -859.45823438192156 -70.047596597513945 -25820.017130201693 132225.97623697919 99.560845502751889 -2897.8022626623952 -29175.231382847094 -21225.383742207228 -22404.384971122508 87973.689968400664 -23392.063641140547 38725.826838884859 11620.76286866846 5121.7573184332068 -78870.966503906253 -13451.198915010342 -30127.594980668051 192328.47362500001 22200.338996394232 68318.469898200754 89955.354520089284 -60744.290050899624 186558.79837943416 182220.80791015626 81812.489562988281
leaf_weight=1080262 2928579 45 27 30 24 2716 52353 588 54 2856 445 734 396 163 123 197 1140 909 1574 56 68 49 25 65 99 28 66 37 32 64
leaf_count=1080262 2928579 45 27 30 24 2716 52353 588 54 2856 445 734 396 163 123 197 1140 909 1574 56 68 49 25 65 99 28 66 37 32 64
internal_value=0 -18.6366 14769.3 24204.1 11586.9 47.665 665.529 3750.25 6826.98 -4325.73 6073.42 2692.8 15021.6 21962.5 28778.8 34493.1 29573.1 6734.11 13447.7 2236.12 26121 46625.2 55579.6 46924.7 59479.9 27322 -15855 105797 74990.6 16237.7
internal_weight=0 2.9287e+06 126 99 69 1.1451e+06 64837 12484 9040 3444 8986 6522 2464 2068 1623 1460 1337 5788 3072 1630 1442 469 420 395 327 193 94 134 97 973
internal_count=4073804 2928705 126 99 69 1145099 64837 12484 9040 3444 8986 6522 2464 2068 1623 1460 1337 5788 3072 1630 1442 469 420 395 327 193 94 134 97 973
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=31
num_cat=0
split_feature=6 6 4 6 4 2 0 1 1 3 3 6 1 0 0 0 1 7 0 0 1 1 6 7 0 0 4 2 0 1
split_gain=3.63622e+11 2.57096e+12 1.1508e+13 1.08297e+13 1.87042e+13 1.56171e+13 3.3788e+13 3.93311e+13 2.90465e+13 1.95382e+13 3.9217e+13 3.75681e+13 2.32626e+13 5.10774e+13 3.76551e+13 7.42306e+13 2.41047e+13 2.30955e+13 1.84873e+13 2.97001e+13 1.80352e+13 2.0672e+13 3.91864e+13 1.98077e+13 1.70718e+13 1.67871e+13 4.56437e+13 1.5156e+13 1.64688e+13 2.281e+13
threshold=34.310000000000009 36.005000000000003 12.500000000000002 34.905000000000008 32.500000000000007 75.000000000000014 55.649510000000014 37.631035900000008 37.729575300000008 13.500000000000002 12.500000000000002 35.995000000000012 37.543519500000009 55.696737300000009 55.749683450000006 55.710673100000008 37.600779750000008 6.0000000000000009 55.749683450000006 55.753967500000009 37.534144550000008 37.475446350000006 35.305000000000007 6.0000000000000009 55.801384500000005 55.554045200000012 16.500000000000004 75.000000000000014 55.649510000000014 37.563506350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 20 10 12 17 -8 16 15 -15 -14 24 -11 -20 21 -5 -23 -24 -12 -25 -27 28 -4 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 18 11 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=74.704602294843838 -1059.9242665201964 7.4838903543165678 -28406.961816174287 -7300.5859115727744 -22445.790782010197 676.56072996893113 9798.8752952651557 1071.4056497831737 69457.5239858774 36978.086570581901 151449.771125 160806.13949424343 897.39610156250001 37011.719264481704 35177.83431653912 264709.41626420454 -112486.10393229168 -1057.5359964622642 -62569.374106378425 5810.9834571510737 -21148.120878403854 -25610.501234185518 4270.677337771046 87959.236614118316 27495.607031250001 104962.84443873356 -47169.077930878433 -806.22698600750755 15689.349638340838 -15406.944323954927
leaf_weight=561720 102880 3339806 421 1200 334 50946 905 2315 52 145 25 38 50 41 588 22 30 53 73 489 588 134 98 98 20 38 41 9593 354 707
leaf_count=561720 102880 3339806 421 1200 334 50946 905 2315 52 145 25 38 50 41 588 22 30 53 73 489 588 134 98 98 20 38 41 9593 354 707
internal_value=0 -11.9482 -388.661 606.461 1150.82 1286.73 5700.44 10444.5 -4412.02 19197.5 24805.1 76402.5 20515.8 33783.8 43050.2 116525 -41621.4 43674.6 5142.62 -3071.16 -6160.41 -683.234 18732 40338.9 96359 60308.8 26008.3 -2260.24 -11672.1 -5031.74
internal_weight=0 3.51208e+06 172278 69398 58323 57989 7043 4794 2249 2479 1772 136 1636 731 651 63 80 98 707 562 2197 1609 409 275 45 177 79 11075 1482 1061
internal_count=4073804 3512084 172278 69398 58323 57989 7043 4794 2249 2479 1772 136 1636 731 651 63 80 98 707 562 2197 1609 409 275 45 177 79 11075 1482 1061
is_linear=0
shrinkage=0.1


Tree=4104
num_leaves=31
num_cat=0
split_feature=1 1 6 5 0 4 1 6 6 0 4 6 6 6 6 0 1 1 3 6 6 0 6 6 5 6 6 6 1 0
split_gain=3.75641e+11 4.83154e+12 2.33108e+13 2.36785e+13 2.26024e+13 1.75101e+13 2.11927e+13 2.02566e+13 1.63715e+13 1.53353e+13 1.4319e+13 1.18405e+13 1.15191e+13 1.99925e+13 1.00806e+13 9.76958e+12 1.24188e+13 1.41128e+13 1.03149e+13 9.62226e+12 1.2124e+13 1.15702e+13 1.86229e+13 9.61083e+12 1.60128e+13 1.3054e+13 1.23608e+13 1.60732e+13 1.57896e+13 9.49782e+12
threshold=39.652459050000012 39.231261550000006 156.15000000000003 3.5000000000000004 47.22829500000001 20.500000000000004 39.625203600000013 91.02500000000002 120.05000000000001 47.245981600000007 8.5000000000000018 39.505000000000003 99.050000000000011 130.05000000000004 97.020000000000024 44.249882500000005 38.893394150000006 38.977585500000011 6.5000000000000009 112.00500000000001 96.050000000000011 47.207933300000008 105.00500000000001 80.720000000000013 2.5000000000000004 79.710000000000022 87.395000000000024 85.020000000000024 39.079932600000006 57.205086850000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 7 -7 19 -5 -10 -8 14 -14 29 16 18 -18 -1 20 -3 22 -22 25 -25 -19 27 -26 -28 -6
right_child=-2 2 3 9 12 6 11 -9 10 -11 -12 -13 13 -15 -16 -17 17 23 -20 -21 21 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=24999.659235622123 25.836950308097318 1849.2016236582695 20486.376497395835 -164778.2912388393 -2072.9766451946653 1285.6452580747598 -2715.2165236486148 -95054.603551136373 86420.036400799421 -46583.347894021746 -2737.2413936491939 -20662.563510117994 -31315.778390163847 64201.653548177092 44803.739606119794 8.5730807936807913 -59554.145867187501 -5326.2765005516248 -29223.843452380956 -35058.01271763393 61560.854680266209 2849.8029245860544 -41358.608430989581 -88288.402332589292 -13010.420087890627 52898.343549679492 35499.766901607793 -119426.20092551492 -37471.410851111781 -8632.7610203909408
leaf_weight=213 2363061 25724 24 21 29765 2742 584 22 43 23 31 992 252 24 45 1644131 50 3041 42 70 108 134 21 35 40 39 69 22 52 2384
leaf_count=213 2363061 25724 24 21 29765 2742 584 22 43 23 31 992 252 24 45 1644131 50 3041 42 70 108 134 21 35 40 39 69 22 52 2384
internal_value=0 -35.6888 -895.083 -59413.1 -831.862 1124.32 -4757.81 518.827 2101.26 -102995 49070.4 -14012 -2667.61 -23009.9 -2493.21 -2.8257 -5204.35 -6824.61 16068.7 1967.87 2067.6 23429.3 44806.5 -6025.19 -26316.1 -4589.02 -14463.5 -50770.9 4140.25 -2559.42
internal_weight=0 1.71074e+06 63009 68 62941 30471 4340 2764 26131 44 74 1576 32470 276 32194 1.64773e+06 3603 3348 255 26057 25987 263 129 3298 218 3080 183 62 121 32149
internal_count=4073804 1710743 63009 68 62941 30471 4340 2764 26131 44 74 1576 32470 276 32194 1647734 3603 3348 255 26057 25987 263 129 3298 218 3080 183 62 121 32149
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=31
num_cat=0
split_feature=6 4 6 2 1 1 0 6 2 3 0 1 4 4 1 6 6 0 0 4 0 6 1 4 0 3 4 5 4 4
split_gain=3.60093e+11 2.86582e+12 6.44463e+12 1.22418e+13 1.77486e+13 1.59145e+13 9.30325e+12 8.81077e+12 1.45846e+13 1.65829e+13 1.3298e+13 2.74758e+13 1.028e+13 1.07961e+13 9.36506e+12 8.50488e+12 2.35464e+13 1.28917e+13 1.20909e+13 2.24228e+13 4.47861e+13 1.22241e+13 1.15437e+13 8.49582e+12 8.44318e+12 8.0644e+12 8.65686e+12 7.84878e+12 2.10806e+13 8.0471e+12
threshold=41.505000000000003 25.500000000000004 37.995000000000012 75.000000000000014 37.71815560000001 37.425454150000007 55.743464250000009 36.605000000000011 75.000000000000014 28.500000000000004 55.743464250000009 37.729575300000008 35.500000000000007 28.500000000000004 37.755233900000007 38.995000000000012 39.505000000000003 55.743464250000009 55.834019500000004 27.500000000000004 55.82518790000001 39.355000000000011 37.631035900000008 27.500000000000004 56.309668500000008 22.500000000000004 29.500000000000004 1.5000000000000002 29.500000000000004 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 -1 7 4 5 6 -4 -3 9 10 -9 12 13 -12 -11 17 18 22 19 20 -17 -21 -7 -5 -10 -25 -27 29 -29 -18
right_child=-2 2 3 23 -6 15 -8 8 24 14 11 -13 -14 -15 -16 16 27 -19 -20 21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=24.927916889627891 -20.411142308077487 1150.5224640766576 -61659.343220658746 3016.611228514199 -4058.795154406399 1276.1912384033203 9204.2098144531246 -39074.789616412178 9079.0123487126912 -15178.11652250744 -12712.516951296182 89073.406730769231 26579.308877563479 -52484.929408482152 70764.483593750003 170414.07566964289 -9837.1421357654399 -3104.0279814887663 68081.820311679359 16473.592359138256 6345.5900080983229 -65935.097691761373 84957.842578125012 -10209.406127371407 -5646.7561620832876 36452.1674144848 -421.79698336417215 131737.47457031251 11553.875632957177 13705.813204319442
leaf_weight=1285238 2768799 8546 44 4065 827 32 32 263 596 21 273 26 48 91 32 28 168 427 119 99 41 22 34 1137 1123 74 456 20 54 1069
leaf_count=1285238 2768799 8546 44 4065 827 32 32 263 596 21 273 26 48 91 32 28 168 427 119 99 41 22 34 1137 1123 74 456 20 54 1069
internal_value=0 43.3059 1238.23 3264.72 8421.83 13137 -31822.1 -370.608 -5627.21 -17222.6 -21300.4 -10627.7 -16919.5 -22655.6 36711.8 14754.1 18253.9 3253.52 43086.8 27432 72924.1 1490.19 44384.9 551.213 -541.138 -5460.69 4726.64 12400.9 44035.9 10508.4
internal_weight=0 1.305e+06 19767 8748 3016 2189 76 11019 2473 754 701 438 412 364 53 2113 1620 493 309 190 69 121 66 5732 1719 1667 530 1311 74 1237
internal_count=4073804 1305005 19767 8748 3016 2189 76 11019 2473 754 701 438 412 364 53 2113 1620 493 309 190 69 121 66 5732 1719 1667 530 1311 74 1237
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=31
num_cat=0
split_feature=5 0 0 6 1 1 3 3 4 6 3 0 1 1 6 3 6 6 0 6 6 4 3 0 0 6 0 1 1 3
split_gain=3.6191e+11 2.99535e+12 1.34074e+13 1.35945e+13 2.07606e+13 1.99077e+13 1.15877e+13 1.99449e+13 2.76964e+13 1.86549e+13 1.63351e+13 1.28942e+13 2.6708e+13 1.50234e+13 1.22294e+13 1.09175e+13 1.23095e+13 1.34037e+13 1.2207e+13 1.1269e+13 1.17118e+13 1.77645e+13 1.17503e+13 1.04653e+13 9.68373e+12 8.59717e+12 4.16385e+13 3.00166e+13 1.75776e+13 2.53439e+13
threshold=4.5000000000000009 59.905532300000012 59.864072000000007 97.020000000000024 30.315889700000003 30.260128500000004 8.5000000000000018 5.5000000000000009 14.500000000000002 130.05000000000004 12.500000000000002 59.950512650000007 30.315889700000003 30.303340300000002 125.02000000000002 2.5000000000000004 96.050000000000011 100.05000000000001 59.950512650000007 106.49500000000002 114.05000000000001 5.5000000000000009 4.5000000000000009 60.042359000000012 59.91832440000001 138.05000000000004 59.939085000000013 30.362494150000003 30.345769800000003 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 -5 7 14 11 23 -11 12 -9 -13 15 24 18 -18 -17 -19 21 -21 -22 -8 -3 26 27 -16 29 -28
right_child=1 6 3 4 -6 -7 9 8 -10 10 -12 13 -14 -15 25 16 17 19 -20 20 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.7745305569031804 242.34445333701899 -49898.262855113637 39528.572023809531 -53412.420672286185 -104555.335390625 69846.375156250011 19993.33868619792 90131.097070312506 -124635.20045072115 133907.73440625001 32256.751289970929 -101630.6105613426 -31148.573089334241 -12683.364654541016 -4592.8707508179077 34913.682732371795 90354.824789663471 -9792.271169354839 -40061.009230010364 26845.32235662287 3713.5349108276368 122307.1478125 74179.561945564521 -55874.263648478191 7291.8160145229767 3821.4504482320299 -108129.28507922537 108156.31661339961 -8155.6514787946435 14710.068536931818
leaf_weight=4059415 12252 33 21 38 40 20 75 30 26 25 43 27 46 64 83 39 39 62 49 44 100 35 31 24 288 673 71 33 56 22
leaf_count=4059415 12252 33 21 38 40 20 75 30 26 25 43 27 46 64 83 39 39 62 49 44 100 35 31 24 288 673 71 33 56 22
internal_value=0 500.629 -82.0996 -33486.2 -49132.2 -10909.4 4072.95 1796.84 -28627.9 29300.9 69628.4 -13680.6 16725 -39074.3 5338.44 15141.1 26186 35529.2 -6833.59 27668.2 38727.9 69138.5 20388.7 1601.19 1412.46 -2186.02 -17442.7 27482.3 -52417.9 -79070.5
internal_weight=0 14389 12371 119 98 58 2018 1851 193 167 68 167 76 91 1658 720 399 311 88 272 210 79 131 99 321 938 265 116 149 93
internal_count=4073804 14389 12371 119 98 58 2018 1851 193 167 68 167 76 91 1658 720 399 311 88 272 210 79 131 99 321 938 265 116 149 93
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=31
num_cat=0
split_feature=4 6 6 2 0 0 1 1 6 1 0 3 0 0 0 0 1 1 6 6 0 1 6 3 0 6 0 6 6 0
split_gain=3.54598e+11 1.999e+12 6.91284e+12 7.57452e+12 1.06848e+13 1.55486e+13 6.60881e+12 5.31755e+12 4.44887e+12 5.73535e+12 3.62977e+12 5.26485e+12 3.28322e+12 7.27252e+12 6.4174e+12 2.87364e+12 2.64755e+12 6.54693e+12 9.84222e+12 1.61339e+13 2.56181e+13 9.65964e+12 1.31796e+13 1.8527e+13 6.68229e+12 6.2958e+12 1.07937e+13 7.03127e+12 1.51466e+13 1.28532e+13
threshold=2.5000000000000004 110.01500000000001 114.05000000000001 3062.5000000000005 55.775215600000003 45.07004340000001 61.335446300000008 34.382014200000008 108.05000000000001 37.755233900000007 43.051287600000009 1.5000000000000002 59.905532300000012 59.990753350000013 57.978821400000008 61.686687400000004 30.084656550000002 30.370944000000005 83.820000000000007 71.715000000000018 59.950512650000007 30.410676000000006 64.805000000000021 1.5000000000000002 59.864072000000007 84.810000000000016 54.724612400000005 64.805000000000021 58.995000000000012 54.932051950000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 12 16 -10 11 -9 14 -14 -4 -12 25 18 19 -18 -21 22 24 -24 -19 27 -27 28 -1 -30
right_child=-2 2 7 6 -6 -7 -8 10 9 -11 15 -13 13 -15 -16 -17 17 21 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1468.7445157031618 -4.9643589749762143 63540.66958569979 -10813.008750000001 -34400.943835055448 107800.36796875001 -39271.51784261068 33963.714717923678 2604.0912538109756 -66053.392187500009 -9273.9135514727295 3500.8985029903351 -54920.280108173079 42651.437044270831 -34414.909859375002 -69518.914872685185 36994.758713942305 -12417.376808947467 24610.991994927856 -57595.265929878049 109222.34035560345 -27477.967457932697 117.31138739837739 137072.23048650569 4087.6211328125 -39794.146158854172 -23481.676630434784 59293.106000000007 -19574.981388264318 78778.205436862248 10489.800523933533
leaf_weight=943 3961637 38 60 31 20 24 26 41 20 161 1732 26 24 25 27 26 508 49 41 29 26 107915 22 20 24 23 50 124 49 63
leaf_count=943 3961637 38 60 31 20 24 26 41 20 161 1732 26 24 25 27 26 508 49 41 29 26 107915 22 20 24 23 50 124 49 63
internal_value=0 175.337 3231.62 24781.8 44244.3 23742.4 -3217.06 1704.1 117.025 -15547.9 3125.62 -19718.8 -17371.5 3331.87 -29032.1 3996.26 142.828 90.1326 -10292.1 -6847.26 44600.4 148.18 29115 73746.2 3436.7 4715.09 33213.4 2950.57 5598.12 40366
internal_weight=0 112167 2100 139 82 62 57 1961 110067 181 1825 67 136 49 87 1758 109886 108634 604 563 55 108030 115 42 73 1252 73 1179 1055 112
internal_count=4073804 112167 2100 139 82 62 57 1961 110067 181 1825 67 136 49 87 1758 109886 108634 604 563 55 108030 115 42 73 1252 73 1179 1055 112
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=31
num_cat=0
split_feature=3 4 7 5 3 6 0 6 6 0 0 1 0 1 1 6 1 5 0 1 1 1 6 0 6 1 0 1 1 3
split_gain=3.44941e+11 9.17732e+12 1.22269e+13 3.10219e+13 2.28799e+13 4.43786e+13 3.36287e+13 8.14759e+13 2.56656e+13 2.75368e+13 3.02134e+13 2.12636e+13 2.15084e+13 2.10752e+13 1.65157e+13 1.63692e+13 5.24527e+13 1.87837e+13 2.2023e+13 4.15121e+13 1.60686e+13 4.03968e+13 2.37421e+13 2.13976e+13 2.11451e+13 1.71638e+13 1.92559e+13 1.58325e+13 2.58413e+13 2.84757e+13
threshold=9.5000000000000018 12.500000000000002 6.0000000000000009 2.5000000000000004 11.500000000000002 156.15000000000003 52.07762420000001 105.00500000000001 134.05000000000004 56.818587550000011 56.006509350000009 56.240615550000008 57.125462300000009 60.636764050000004 39.008519500000006 156.15000000000003 82.918694400000007 4.5000000000000009 47.222459950000008 38.999037500000007 37.631035900000008 37.780517050000007 108.05000000000001 55.768246800000007 64.805000000000021 37.563506350000004 55.685785750000008 40.024897700000004 47.504912950000005 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 8 6 7 -6 -5 10 15 -11 13 -13 -9 16 17 18 19 -10 22 23 25 24 -22 -8 -27 -17 -29 -30
right_child=1 -3 -4 4 5 -7 20 14 9 11 -12 12 -14 -15 -16 27 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=14.461056750942305 -442.13666065830995 75.639027783075392 338.72302605539375 -4979.7155712777676 -6415.7823309840933 -128913.12132352943 -10676.713559857537 170576.67788085938 176695.53515625 531.6776154891304 -54157.835666666673 104356.13167550223 146673.5268382353 -21964.774375000001 62098.915492187502 24614.628898809526 140003.12777549343 -44876.612604166672 -4145.7840637207037 17699.230716646634 -10047.619407894737 -21384.541372703497 -114710.1507421875 -171105.12784830731 -115541.64788240132 -41082.968294270831 71480.662892400564 -107308.38269909273 29325.874167351973 -84395.404637096784
leaf_weight=3266945 46576 696578 45993 15092 332 34 493 32 24 46 75 28 34 25 25 105 38 45 96 52 38 802 20 24 38 21 55 31 76 31
leaf_count=3266945 46576 696578 45993 15092 332 34 493 32 24 46 75 28 34 25 25 105 38 45 96 52 38 802 20 24 38 21 55 31 76 31
internal_value=0 -58.5523 -906.158 -1796.77 -5358.96 -15684.7 -13637 12547.3 -4107.94 14527.7 5012.87 55520.4 84594.9 44770.8 122999 13924.1 31622.5 12643.4 27692.2 67908.6 -20468.4 -28857.3 -7621.61 -88789.2 -62794.6 -3857.51 40377.6 -4648.21 -26913.4 -3621.41
internal_weight=0 806859 110281 64288 17712 1914 1880 389 15798 706 573 133 87 53 57 498 255 217 172 76 1491 902 589 100 76 569 76 243 138 107
internal_count=4073804 806859 110281 64288 17712 1914 1880 389 15798 706 573 133 87 53 57 498 255 217 172 76 1491 902 589 100 76 569 76 243 138 107
is_linear=0
shrinkage=0.1


Tree=4109
num_leaves=31
num_cat=0
split_feature=4 7 0 1 4 0 3 6 4 3 6 1 6 1 1 1 1 6 3 1 1 4 0 0 3 0 1 4 0 6
split_gain=3.5805e+11 4.59139e+12 1.79875e+13 1.67794e+13 4.21978e+13 3.53473e+13 2.4757e+13 3.48591e+13 2.01527e+13 1.7572e+13 2.12483e+13 3.89853e+13 2.00037e+13 2.42647e+13 3.61518e+13 2.73154e+13 2.57123e+13 1.81515e+13 1.64509e+13 1.61634e+13 1.45645e+13 1.49574e+13 1.42161e+13 5.10393e+13 2.52941e+13 1.41428e+13 1.39402e+13 1.24887e+14 2.61283e+13 2.39778e+13
threshold=21.500000000000004 6.0000000000000009 43.550475500000012 30.157841000000001 22.500000000000004 59.848366150000011 12.500000000000002 84.810000000000016 25.500000000000004 2.5000000000000004 97.020000000000024 60.590708550000009 99.050000000000011 38.97264950000001 37.600779750000008 37.475446350000006 37.374856000000008 112.00500000000001 3.5000000000000004 37.755233900000007 30.242318500000007 24.500000000000004 56.288960650000007 56.385857200000011 1.5000000000000002 44.685196900000008 30.260128500000004 24.500000000000004 60.028671700000011 35.995000000000012
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 4 5 -2 7 -7 -6 10 22 12 -12 14 15 16 -14 19 25 -16 21 -20 -5 24 -24 -4 27 28 29 -22
right_child=1 2 18 9 8 6 -8 -9 -10 -11 11 -13 13 -15 17 -17 -18 -19 20 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.8200957067537171 -72238.62841796875 -94664.511406250007 77678.211582031261 -6720.2174332220375 -7365.1287608374623 66996.383080267144 32171.327282846105 208936.64804687502 78894.495002693962 -323.21737289488124 -112377.24859138258 45211.906764914776 -50944.653849774098 -72539.781211324254 54698.283288043487 -118946.63788163036 53408.05691287879 75240.020778858423 -7216.2367029789066 -55943.384879032259 -16079.771622721353 3339.456391829382 163931.02426525299 -948.11809391557586 43894.536280665896 2429.7549714484348 -60.907830220108728 -8835.9449520247581 10507.64945244939 44020.198877957235
leaf_weight=3671018 20 20 25 5619 410 62 93 24 29 137727 33 66 83 101 23 38 33 49 5324 31 72 1795 21 2876 107 27179 217439 2159 477 851
leaf_count=3671018 20 20 25 5619 410 62 93 24 29 137727 33 66 83 101 23 38 33 49 5324 31 72 1795 21 2876 107 27179 217439 2159 477 851
internal_value=0 -89.501 167.059 -533.805 15648.4 53846.3 67934 106608 -1666.88 -604.13 -4865.06 -25878.2 -37878 -31010.8 -14690 -45363.1 -21258.1 31170.6 174.488 -8818.23 -102.71 -4554.7 -3751.41 1801.76 63588 2498.91 40.702 6248.61 29511.1 39332
internal_weight=0 402786 255341 147445 638 199 179 86 439 146807 9080 457 391 358 257 154 116 103 255321 54 228117 7119 8623 3004 128 27204 220998 3559 1400 923
internal_count=4073804 402786 255341 147445 638 199 179 86 439 146807 9080 457 391 358 257 154 116 103 255321 54 228117 7119 8623 3004 128 27204 220998 3559 1400 923
is_linear=0
shrinkage=0.1


Tree=4110
num_leaves=31
num_cat=0
split_feature=6 5 0 0 6 1 3 3 0 2 2 0 6 4 1 1 0 0 1 4 6 0 4 6 3 0 6 4 1 0
split_gain=3.66883e+11 6.03277e+12 1.07672e+13 2.33796e+13 1.38691e+13 1.74479e+13 2.17881e+13 1.5226e+13 1.38797e+13 1.38007e+13 1.27948e+13 2.3811e+13 3.38284e+13 2.38031e+13 2.1744e+13 3.58603e+13 2.43686e+13 2.65029e+13 4.28025e+13 3.48438e+13 2.75136e+13 2.42737e+13 1.94283e+13 1.92756e+13 2.22283e+13 2.13224e+13 2.39676e+13 2.77166e+13 1.88571e+13 1.79857e+13
threshold=77.010000000000005 2.5000000000000004 44.739668300000005 44.878071950000013 79.015000000000015 92.948588300000011 8.5000000000000018 6.5000000000000009 52.07762420000001 9613.5000000000018 2892.5000000000005 45.036141150000006 81.705000000000013 15.500000000000002 53.252814850000007 43.997056950000008 56.324067350000007 56.342669500000007 53.187400150000009 9.5000000000000018 83.010000000000005 57.205086850000008 19.500000000000004 110.01500000000001 5.5000000000000009 56.288960650000007 87.395000000000024 10.500000000000002 41.966773150000002 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -2 14 12 13 -12 15 29 22 19 21 -18 -21 -19 23 25 -25 -17 -27 -28 -14 -6
right_child=1 -3 3 4 10 6 -8 -9 -10 -11 11 -13 28 -15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-10.951028935522933 4204.9139149593175 213.1140155101989 -35287.250363685343 3072.9559000756476 -812.19787042157691 9141.4107057733054 34156.05159646739 -93244.273784722231 -60687.559531250008 -8624.5059859241974 -19586.441451223272 -3569.4313389459999 -23782.017620849612 -121409.68995487608 -17384.413108339231 -36038.446901477226 135000.11640625002 -140312.20245535715 76026.758723958337 -52783.1885625 87229.025585937503 13622.141953124999 49758.501575520837 143169.41464843749 4076.4620243778936 34945.805664620537 -84113.954687500009 13082.466430362656 57135.247520616329 62475.988138020832
leaf_weight=3595075 6720 421445 203 8394 20955 59 46 45 55 958 38 17995 144 58 734 142 60 21 45 25 32 20 105 20 27 175 46 81 36 45
leaf_count=3595075 6720 421445 203 8394 20955 59 46 45 55 958 38 17995 144 58 734 142 60 21 45 25 32 20 105 20 27 175 46 81 36 45
internal_value=0 82.2381 -880.631 -1420.01 -1280.84 2369.01 -26455.1 -43990.3 -24548 2604.16 -2050.01 -4016.51 -33165.9 -81104.7 -455.461 114.558 20907.9 50831.8 8687.1 81809.9 25820.2 -65222.3 10715.8 2366.49 63265 -4079.97 10946.9 -22122.5 -7598.56 -676.58
internal_weight=0 478729 57284 49606 49403 8599 205 159 114 7678 40804 18271 276 96 22533 21799 799 203 86 117 57 41 596 491 47 444 302 127 180 21000
internal_count=4073804 478729 57284 49606 49403 8599 205 159 114 7678 40804 18271 276 96 22533 21799 799 203 86 117 57 41 596 491 47 444 302 127 180 21000
is_linear=0
shrinkage=0.1


Tree=4111
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 4 7 4 0 4 3 6 6 4 0 6 6 7 0 3 0 4 5 6 4 4 6 6 6 6
split_gain=3.52616e+11 2.24005e+12 1.38618e+13 5.30284e+13 9.65505e+13 2.02722e+14 9.63595e+13 3.77511e+13 5.89971e+13 4.66398e+13 4.14818e+13 4.95731e+13 3.51087e+13 4.74013e+13 3.67327e+13 3.4394e+13 2.68157e+13 2.85813e+13 2.66936e+13 2.48938e+13 2.49427e+13 2.48123e+13 2.39836e+13 2.23723e+13 2.15706e+13 2.08429e+13 2.0028e+13 1.98418e+13 1.89609e+13 2.44211e+13
threshold=9.5000000000000018 30.277905650000005 30.260128500000004 60.002985000000002 59.963561900000009 18.500000000000004 6.0000000000000009 10.500000000000002 59.933037250000005 16.500000000000004 3.5000000000000004 77.565000000000012 86.030000000000015 15.500000000000002 59.933037250000005 97.020000000000024 91.02500000000002 6.0000000000000009 60.01610465000001 2.5000000000000004 59.848366150000011 13.500000000000002 1.5000000000000002 56.805000000000007 13.500000000000002 11.500000000000002 51.015000000000008 53.995000000000012 104.01000000000001 56.010000000000012
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 6 24 7 8 15 19 11 22 14 -14 27 23 -5 18 -18 -9 -21 25 -10 -4 -6 -16 -26 -8 29 -22
right_child=1 -3 3 16 5 -7 12 9 10 -11 -12 -13 13 -15 21 -17 17 -19 -20 20 28 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-31.58586113140321 -45.80358111312448 48.219478898536011 39486.307001211127 1061.9386293380105 -72750.595919541185 -10150.092387152778 5009.1851129190818 -23198.738730053192 -71913.532890624992 -35722.072796779728 -7447.421028043017 -143463.50049342107 -11511.305109911549 150102.64812500001 -78354.560442628455 98650.772481863853 24660.839075100808 -27611.279231209595 152964.65118192785 -21768.505456542971 30522.529968012597 -156158.28750000001 59307.651442307688 -6004.2187066915758 -150916.30684344954 -6671.227307581019 -86487.179921875009 -47961.429126527255 16306.475686163651 90666.852875684039
leaf_weight=1892492 79384 2093001 204 5327 177 900 151 47 30 82 324 57 196 20 163 56 31 29 34 40 98 31 26 230 104 54 90 133 76 217
leaf_count=1892492 79384 2093001 204 5327 177 900 151 47 30 82 324 57 196 20 163 56 31 29 34 40 98 31 26 230 104 54 90 133 76 217
internal_value=0 27.4037 -465.938 -4202.01 -13785.8 -35791.6 -1271.49 13455.1 1071.08 33955.2 -25642.5 -77812.6 -30547.6 3452.95 -44352.3 24895.3 1996.22 54942.1 91773.6 45908.2 53444.2 -72471.6 -10989.4 15378.4 -97994.6 -60516.3 -121027 -19797.5 61138.6 71955.3
internal_weight=0 2.18131e+06 88311 8927 3506 1271 2235 1487 927 560 437 113 748 216 532 490 5421 94 65 478 431 248 56 434 371 217 194 284 391 315
internal_count=4073804 2181312 88311 8927 3506 1271 2235 1487 927 560 437 113 748 216 532 490 5421 94 65 478 431 248 56 434 371 217 194 284 391 315
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=31
num_cat=0
split_feature=4 4 3 1 0 0 0 0 1 1 6 1 0 3 1 6 5 0 1 3 6 0 0 6 7 0 7 0 6 6
split_gain=3.656e+11 4.16854e+12 1.76552e+13 2.96679e+13 7.13164e+13 6.42699e+13 5.40401e+13 3.81763e+13 3.3077e+13 7.91667e+13 3.50363e+13 3.12833e+13 3.08966e+13 4.92804e+13 3.43471e+13 3.026e+13 2.6297e+13 2.62253e+13 2.44988e+13 2.43756e+13 2.36436e+13 2.34442e+13 9.69046e+13 6.10908e+13 5.93204e+13 5.2153e+13 5.16907e+13 5.64756e+13 4.9569e+13 2.69137e+13
threshold=10.500000000000002 11.500000000000002 2.5000000000000004 30.315889700000003 59.905532300000012 59.990753350000013 59.982409200000006 60.028671700000011 30.362494150000003 30.345769800000003 55.805000000000007 30.157841000000001 59.898927250000007 3.5000000000000004 30.303340300000002 74.615000000000009 3.5000000000000004 59.898927250000007 30.277905650000005 5.5000000000000009 65.805000000000021 59.905532300000012 59.898927250000007 52.330000000000005 6.0000000000000009 59.864072000000007 6.0000000000000009 59.91832440000001 70.50500000000001 38.995000000000012
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 4 12 6 16 11 9 21 17 19 14 -14 -4 20 -6 -11 -8 -7 -15 22 23 -5 29 -25 27 -23 -26 -24
right_child=1 -3 3 8 5 7 18 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 26 24 25 28 -27 -28 -29 -30 -31
leaf_value=23.182091715016966 -6436.8122607779624 -12.961109759410508 27271.813517985764 -20790.983550756686 -3947.312579809608 51508.012364130438 -39722.7136613517 -16548.695932648287 -346.04834233997769 -109178.46783536587 -107766.46062921263 48400.195105506631 -36277.285372340426 82715.675272529072 -73078.331856496719 37615.06317949295 92274.378663793104 -20604.647473886394 -131808.84273200759 -80283.809928385424 175387.87495535717 184702.71724137932 64803.17395833334 -51508.90673828125 -91261.029716296078 116567.0743359375 -5444.9867736872511 28945.189456435382 -261220.97578125002 -50662.260844726567
leaf_weight=2547999 5291 1489647 333 159 1379 23 232 157 26149 41 102 464 47 129 38 128 29 181 33 36 35 29 27 24 78 80 714 118 22 80
leaf_count=2547999 5291 1489647 333 159 1379 23 232 157 26149 41 102 464 47 129 38 128 29 181 33 36 35 29 27 24 78 80 714 118 22 80
internal_value=0 -38.7126 -1099.63 -184.77 9155.86 774.018 -9762.55 26697.1 -1213.77 -14923.8 -59252.9 39679.1 36934 58756.9 16993.4 74053.5 -1965.47 -36962.9 -51190 -28907.3 102493 -4132.94 -22096 18187.8 -73277.9 77780.3 5672.7 59672.9 -128652 -21526.1
internal_weight=0 1.5258e+06 36158 30867 3063 2353 1673 680 27804 1655 324 523 710 339 371 292 1408 222 265 59 164 1331 470 263 207 104 861 147 100 107
internal_count=4073804 1525805 36158 30867 3063 2353 1673 680 27804 1655 324 523 710 339 371 292 1408 222 265 59 164 1331 470 263 207 104 861 147 100 107
is_linear=0
shrinkage=0.1


Tree=4113
num_leaves=31
num_cat=0
split_feature=2 6 6 1 0 0 3 6 6 3 3 2 5 5 4 0 6 6 2 6 3 4 3 4 0 1 6 0 0 4
split_gain=3.43586e+11 6.36869e+11 1.18286e+12 4.01673e+11 1.29531e+12 3.7195e+12 3.24628e+12 1.1852e+12 3.06159e+12 9.22822e+12 9.60434e+12 8.82977e+12 1.23843e+13 8.56618e+12 8.32123e+12 7.05886e+12 6.08792e+12 1.51972e+13 1.28522e+13 5.63938e+12 5.42136e+12 1.16948e+13 8.64885e+12 1.45838e+13 5.40439e+12 7.74713e+12 5.0937e+12 1.28371e+13 6.08229e+12 4.96533e+12
threshold=15792.500000000002 56.205000000000005 44.410000000000004 113.48479755000001 44.046956350000009 48.179569850000007 3.5000000000000004 98.020000000000024 75.010000000000005 11.500000000000002 7.5000000000000009 5325.0000000000009 3.5000000000000004 2.5000000000000004 9.5000000000000018 50.556058150000005 70.50500000000001 71.030000000000015 9236.5000000000018 94.02500000000002 8.5000000000000018 5.5000000000000009 10.500000000000002 9.5000000000000018 61.78914120000001 118.02765200000002 73.41500000000002 60.753246850000004 61.686687400000004 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=3 2 -2 -1 -5 6 -6 8 16 10 11 12 14 -12 -10 -15 -7 18 -18 -17 21 26 23 -22 25 -23 28 -28 -19 -13
right_child=1 -3 -4 4 5 7 -8 -9 9 -11 13 29 -14 15 -16 19 17 20 -20 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.3756405519907213 -11537.499275914633 -17488.355499267578 14592.76071858724 21513.694274481415 -57141.876785714288 542.96931669021876 -2174.3180708451705 -2918.293547344208 -32719.219197328628 -23165.083991235151 41692.515025592671 4651.0518346762829 -70858.909710536871 50251.096609575325 43992.848297823395 738.46414568406828 -95620.245312500003 -12944.170173068576 -22111.866225771362 48639.145630787039 41829.424199218753 25261.222577499764 17560.255868055556 -53186.711375790561 37343.605179110447 -11626.573364718455 -5758.6183308462087 -76527.541601562509 17620.646502565869 -21764.60066874736
leaf_weight=4047598 41 32 30 29 21 21348 22 1024 31 121 116 1853 39 39 26 274 28 180 158 27 20 123 45 84 88 106 89 36 102 74
leaf_count=4047598 41 32 30 29 21 21348 22 1024 31 121 116 1853 39 39 26 274 28 180 158 27 20 123 45 84 88 106 89 36 102 74
internal_value=0 -5775.55 -496.544 0.146029 391.163 367.67 -29018.9 416.213 552.756 3800.99 5117.21 2162.06 -27437.3 18227.5 2272.25 10221.7 175.846 -7224.86 -33177.6 5035.2 -1695.4 1879.55 -19066.3 -34914.4 16280.6 8186.52 -9336.99 -26140.1 -1888.81 3636.65
internal_weight=0 103 71 4.0737e+06 26103 26074 43 26031 25007 2600 2479 2023 96 456 57 340 22407 1059 186 301 873 724 149 104 317 229 407 125 282 1927
internal_count=4073804 103 71 4073701 26103 26074 43 26031 25007 2600 2479 2023 96 456 57 340 22407 1059 186 301 873 724 149 104 317 229 407 125 282 1927
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=31
num_cat=0
split_feature=4 0 3 6 4 1 7 1 6 6 6 4 3 4 3 1 6 6 7 6 0 1 0 1 4 6 1 4 0 1
split_gain=3.41451e+11 2.23938e+12 2.5474e+12 2.99517e+12 3.31125e+12 6.05712e+12 6.11788e+12 5.73173e+12 3.59849e+12 7.20358e+12 5.97723e+12 7.36845e+12 2.72274e+12 3.33703e+12 2.71612e+12 2.61078e+12 3.69564e+12 2.50116e+12 2.4728e+12 2.34421e+12 2.26571e+12 1.40705e+13 2.81252e+13 6.73893e+13 2.44456e+13 1.88602e+13 1.86727e+13 1.86782e+13 1.6875e+13 1.5763e+13
threshold=9.5000000000000018 63.565651350000003 2.5000000000000004 93.050000000000011 16.500000000000004 59.999510900000011 6.0000000000000009 86.169282750000022 66.010000000000005 67.445000000000007 60.910000000000004 13.500000000000002 7.5000000000000009 11.500000000000002 6.5000000000000009 40.377616600000003 53.995000000000012 56.505000000000003 6.0000000000000009 73.995000000000019 60.01610465000001 30.438492500000006 60.042359000000012 30.452677500000004 25.500000000000004 63.415000000000006 30.624707450000006 16.500000000000004 60.028671700000011 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 7 6 -6 8 10 -10 15 -12 -11 -14 -8 -4 -17 -18 -3 -16 -2 -22 23 24 -23 28 27 -27 -25 -24
right_child=1 2 3 -5 5 -7 14 -9 9 12 11 -13 13 -15 19 16 17 -19 -20 -21 21 22 29 25 -26 26 -28 -29 -30 -31
leaf_value=-31.081803921076865 43.52249147254004 -24178.926379616478 -14282.201016090032 34707.555133231028 -52352.429647288605 30235.379768990184 10285.834818328374 -37004.725077601841 76680.168824404755 26130.0206874102 -29548.478488685345 28656.276703933192 27190.145254629631 -17665.088149527619 -6285.3172870710787 7792.5526373750417 44478.121093779919 13003.467267333985 268.39838801401106 -45339.096218039776 207.65894629301343 -35350.843976896045 7510.8029607917824 -5308.3083560116947 -6434.9934145338193 -79281.664767020091 22652.836944641731 -18171.110250599773 10870.847027022188 -2189.2463948674263
leaf_weight=1892492 2105861 55 42 35 34 37 63 28 21 87 87 29 27 43 51 465 51 50 167 22 57943 1065 2039 1389 403 56 99 468 1203 9392
leaf_count=1892492 2105861 55 42 35 34 37 63 28 21 87 87 29 27 43 51 465 51 50 167 22 57943 1065 2039 1389 403 56 99 468 1203 9392
internal_value=0 26.9664 4033.73 5894.23 5007.28 -6431.29 -14411.7 7553.28 8936.46 21674.9 5804.64 -14997.3 14317.5 -363.784 -4926.5 9773.42 11558.5 28896.6 -5788.37 -18054.9 24.4041 -519.239 -3133.03 -9660.21 -27412.8 -1554.22 -17176.9 -24702 2200.77 -459.004
internal_weight=0 2.18131e+06 1394 1172 1137 207 170 930 902 178 724 116 157 70 136 608 566 101 222 73 2.17992e+06 74057 16114 4683 1468 3215 623 524 2592 11431
internal_count=4073804 2181312 1394 1172 1137 207 170 930 902 178 724 116 157 70 136 608 566 101 222 73 2179918 74057 16114 4683 1468 3215 623 524 2592 11431
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=31
num_cat=0
split_feature=4 0 1 3 6 1 1 1 6 6 7 0 3 5 6 6 0 1 1 0 6 6 6 4 4 0 6 6 6 0
split_gain=3.51177e+11 4.33743e+12 1.09079e+13 1.77249e+13 1.47741e+13 1.47161e+13 1.62407e+13 2.27226e+13 1.52353e+13 1.37878e+13 1.25088e+13 3.06801e+13 1.0262e+13 1.27799e+13 9.58254e+12 1.1316e+13 8.8961e+12 3.34404e+13 2.57068e+13 2.30346e+13 2.08045e+13 3.34451e+13 2.42143e+13 2.70343e+13 1.9415e+13 1.84882e+13 3.24777e+13 3.82767e+13 3.23033e+13 2.65948e+13
threshold=21.500000000000004 45.022979600000006 37.702956500000006 17.500000000000004 60.005000000000003 38.999037500000007 38.977585500000011 38.965413050000002 94.02500000000002 53.995000000000012 6.0000000000000009 45.001720900000002 18.500000000000004 1.5000000000000002 75.010000000000005 72.020000000000024 45.063245050000006 39.023883200000007 38.999037500000007 45.067157700000003 105.00500000000001 134.05000000000004 93.050000000000011 22.500000000000004 25.500000000000004 45.055912800000009 110.01500000000001 70.50500000000001 125.02000000000002 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -2 -4 12 14 -14 15 -12 17 18 -3 -18 22 -22 24 -24 -19 26 27 -20 -28 -30
right_child=1 16 5 -5 -6 -7 8 -9 -10 -11 11 -13 13 -15 -16 -17 19 20 25 -21 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=9.7253825724697265 1922.2528846153848 1749.3802181439785 -16324.427265554801 98916.328635817321 -22014.532289907096 -744.57711794063255 -25770.499953497027 69171.263013980264 -102481.26070312501 90488.871704101562 2631.7449067389612 -111151.89203464673 -2964.0385904947921 75246.528932291665 -33733.13596909467 71960.564423828138 -18540.52118675895 -7114.2175985616595 1957.6097540373685 -105.28884627769418 -80605.639792596732 42398.148645833338 -22298.118922776444 67909.539682139526 85065.929483695654 22634.720075626698 -78800.210342371327 28383.588843714853 -43673.362289663462 78302.980965909097
leaf_weight=3671018 39 9698 939 26 74 7957 189 38 30 32 404 23 39 45 68 25 679 3474 1855 374874 84 30 52 92 23 1062 85 778 39 33
leaf_count=3671018 39 9698 939 26 74 7957 189 38 30 32 404 23 39 45 68 25 679 3474 1855 374874 84 30 52 92 23 1062 85 778 39 33
internal_value=0 -88.6378 -2152.91 22885.2 9251.97 -2591.72 -10757.1 -7221.85 -36278.8 41839.6 -9103.21 2123.16 6607.37 38934.5 1143.63 6671.89 -36.4712 2180.36 4494.47 -138.62 -6170.18 -48236.2 -4853.09 35334.6 -6507.94 11405.7 7131.37 9765.97 -37052.7 12232.5
internal_weight=0 402786 9928 171 145 9757 1800 1581 219 71 1543 604 581 84 497 429 392858 17305 13550 375553 3755 114 3641 144 3497 3852 2790 2633 157 72
internal_count=4073804 402786 9928 171 145 9757 1800 1581 219 71 1543 604 581 84 497 429 392858 17305 13550 375553 3755 114 3641 144 3497 3852 2790 2633 157 72
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 4 6 0 4 6 6 3 3 6 6 4 7 6 5 0 1 0 0 1 6 6 6 6 4 4
split_gain=3.64338e+11 3.91455e+12 1.29216e+13 3.12664e+13 1.60972e+13 2.77366e+13 2.61852e+13 1.9699e+13 2.59128e+13 2.33895e+13 4.45982e+13 4.83542e+13 2.17563e+13 1.90093e+13 1.90061e+13 3.17097e+13 1.41943e+13 1.38705e+13 1.34294e+13 1.29556e+13 1.21436e+13 2.02855e+13 4.27477e+13 5.05712e+13 3.05199e+13 1.77624e+13 2.58753e+13 3.03844e+13 2.85846e+13 2.57939e+13
threshold=45.036141150000006 39.178027400000005 44.249882500000005 39.777866350000004 41.912736000000002 18.500000000000004 42.875000000000007 45.015054600000006 13.500000000000002 97.020000000000024 78.605000000000004 10.500000000000002 6.5000000000000009 49.895000000000003 128.05000000000004 17.500000000000004 6.0000000000000009 82.905000000000015 3.5000000000000004 45.001720900000002 39.029038350000008 44.249882500000005 44.895258050000002 39.105193450000009 75.605000000000004 81.02500000000002 97.020000000000024 114.05000000000001 10.500000000000002 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 20 -3 -4 5 16 -7 -6 18 10 13 12 -12 -10 15 -11 17 -5 -9 -18 -1 -22 23 24 -23 -24 29 28 -28 -27
right_child=-2 2 3 4 7 6 -8 8 9 14 11 -13 -14 -15 -16 -17 19 -19 -20 -21 21 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-132.10397985849153 -8.7156695956077623 152.93847299853587 -16362.281103949381 822.1990297084169 -7082.6811054411655 3241.233518763951 161159.83640252976 -1800.4582429061365 6804.0576974394498 122391.93765237744 -698.30742187500005 37759.791686320757 -106496.66866883117 36928.81360599347 -5149.9617647058831 -21020.302678571432 27893.129096091565 -15064.796134806174 -30439.307471825614 -2621.2551165129012 -6299.508274547512 55648.390199908092 931.11907817083738 12406.356153329303 198887.94836309526 22228.149756339655 -49941.158042214141 15898.599427988527 -4825.5561245573854 -1226.99513428095
leaf_weight=117553 3754876 123606 1492 11166 7675 21 21 2776 559 58 26 53 77 335 34 21 357 578 174 228 2987 51 42954 2471 21 1525 176 561 695 677
leaf_count=117553 3754876 123606 1492 11166 7675 21 21 2776 559 58 26 53 77 335 34 21 357 578 174 228 2987 51 42954 2471 21 1525 176 561 695 677
internal_value=0 102.613 -270.922 -2313.4 -1445.78 1073.95 82200.5 -4090.12 1494.09 14135.6 9483.32 -39853.4 -79790.3 18092.4 57364.7 84269.7 797.585 40.2948 -3489.66 16000.3 431.206 1701.76 2188.21 14813.5 97426.6 1499.06 8212.15 -2251.6 -13941.9 15016.9
internal_weight=0 318928 149257 25651 24159 12371 42 11788 4113 1163 1050 156 103 894 113 79 12329 11744 2950 585 169671 52118 49131 2543 72 46588 3634 1432 871 2202
internal_count=4073804 318928 149257 25651 24159 12371 42 11788 4113 1163 1050 156 103 894 113 79 12329 11744 2950 585 169671 52118 49131 2543 72 46588 3634 1432 871 2202
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 4 5 6 0 6 4 3 7 0 0 6 4 0 0 6 6 4 1 5 3 3 0 5 6 6
split_gain=3.49142e+11 4.32412e+12 9.79226e+12 2.38003e+13 3.77662e+13 3.3449e+13 3.12395e+13 4.31276e+13 2.23736e+13 2.62321e+13 2.62675e+13 2.35816e+13 2.14258e+13 2.24849e+13 5.60483e+13 4.14921e+13 3.12303e+13 2.64756e+13 2.51546e+13 2.68548e+13 2.26335e+13 2.14465e+13 3.77042e+13 5.20112e+13 4.2238e+13 2.80963e+13 2.50421e+13 2.30492e+13 2.28975e+13 4.31567e+13
threshold=10.500000000000002 38.011626600000007 38.247071200000008 38.657016300000002 55.303261650000003 24.500000000000004 2.5000000000000004 69.605000000000004 55.850146250000009 75.605000000000004 11.500000000000002 13.500000000000002 6.0000000000000009 55.753967500000009 55.93962770000001 105.00500000000001 24.500000000000004 55.910578700000009 55.812023600000011 61.025000000000006 26.495000000000001 16.500000000000004 38.166910000000009 3.5000000000000004 15.500000000000002 3.5000000000000004 54.86311005000001 2.5000000000000004 68.515000000000015 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 12 4 6 8 7 -4 -6 10 -10 -11 13 16 15 17 21 18 19 -15 -16 22 23 24 25 26 27 -3 -27 -30
right_child=1 2 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=22.654307584629535 151.29708193898594 -28987.735787865422 32637.469749828546 -178.95653496160855 637.77311912609503 109387.32851562501 97728.770944393385 -115340.38840215775 -42299.185296875003 107853.15574287281 20822.132291461352 -18352.795000000002 -8085.6481904965058 -15058.124812729655 -94501.454749644894 -131486.29358836208 -32231.523123488168 -30607.297557372043 -3258.3246405141776 -64487.719282441984 7350.5804006303651 9226.7219750402055 -20560.716846547639 117756.46710937501 -109585.11229137074 2751.619157767002 -698.78086443163431 -119879.73372395833 69890.919526543687 8093.5461745784778
leaf_weight=2547999 674490 124 317 827142 4083 30 68 21 75 57 545 20 4956 573 22 29 239 607 2564 136 2635 4122 795 40 33 1217 309 36 166 354
leaf_count=2547999 674490 124 317 827142 4083 30 68 21 75 57 545 20 4956 573 22 29 239 607 2564 136 2635 4122 795 40 33 1217 309 36 166 354
internal_value=0 -37.8313 -187.676 -136.493 6597.26 4125.12 35885.4 23443.6 3464.48 20023.2 13186.5 75072.4 -2435 -434.82 -4699.2 -12316.4 3331.14 -11425.7 -7868.31 -24539.7 6507.24 4512.28 -1809.42 4731.73 2712.53 4392.41 -17326.4 -49438.4 10256.6 27821.2
internal_weight=0 1.5258e+06 851315 832358 5216 4810 406 338 4780 697 620 77 18957 14001 6566 3909 7435 3880 3273 709 2657 7196 3074 2279 2239 2206 469 160 1737 520
internal_count=4073804 1525805 851315 832358 5216 4810 406 338 4780 697 620 77 18957 14001 6566 3909 7435 3880 3273 709 2657 7196 3074 2279 2239 2206 469 160 1737 520
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 4 1 6 6 5 6 6 0 1 4 6 6 0 0 4 6 6 6 6 6 0 6 6 3 6
split_gain=3.9552e+11 4.60102e+12 1.54407e+13 2.04461e+13 2.92703e+13 3.8266e+13 3.27811e+13 2.66596e+13 2.23545e+13 2.17001e+13 1.82701e+13 1.46776e+13 1.40124e+13 2.24172e+13 2.91444e+13 2.73253e+13 5.87852e+13 2.47588e+13 3.98639e+13 5.08478e+13 9.64349e+13 2.35978e+13 2.17312e+13 3.03159e+13 2.71378e+13 2.16989e+13 3.25606e+13 3.15401e+13 2.23541e+13 2.04304e+13
threshold=39.652459050000012 39.735861600000007 3.5000000000000004 86.920000000000016 103.03500000000001 2.5000000000000004 39.689978950000004 110.01500000000001 67.91500000000002 2.5000000000000004 95.045000000000016 84.810000000000016 47.295021550000008 39.723160900000003 4.5000000000000009 67.445000000000007 71.715000000000018 47.139841100000005 47.22829500000001 19.500000000000004 69.605000000000004 60.605000000000011 149.05000000000004 91.02500000000002 118.04500000000002 43.6005307 42.875000000000007 34.905000000000008 2.5000000000000004 118.04500000000002
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 8 5 10 -6 -8 -2 -10 -5 -11 13 -4 15 21 -17 29 19 22 -21 25 23 -19 -25 26 27 -15 -28 -16
right_child=1 -3 12 4 6 -7 7 -9 9 11 -12 -13 -14 14 17 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-36.620897728978875 -3345.6524668115389 -2.192546260765011 920.3762650884097 -55777.956841216219 -96374.929136029416 88061.052184466025 -60170.690727306559 30033.365175060302 -63377.168805681198 -18777.850599580655 41717.566401367192 61789.287792968753 -1811.0344144356404 53516.049685615406 1259.2249423567346 226298.4800390625 37496.056889960106 18530.474952279328 5639.0676979775481 -2507.7209397536062 221332.62261513161 -65107.92937233665 -69191.982523437502 130374.43287760418 -1734.5458050271741 9029.4446216015112 62952.181991038604 184721.54231770834 -48660.393446751645 -36512.764005118654
leaf_weight=1710743 6410 2267123 64038 37 34 103 42 149 114 391 40 24 14179 57 5537 20 94 609 3232 39 38 33 25 48 23 376 34 27 38 147
leaf_count=1710743 6410 2267123 64038 37 34 103 42 149 114 391 40 24 14179 57 5537 20 94 609 3232 39 38 33 25 48 23 376 34 27 38 147
internal_value=0 26.5118 704.827 -3701.47 18138.9 48195.6 -5906.42 10197.9 -4976.2 -24733.8 -5130.93 -14118.5 1070.09 1619.05 5930.7 25959.2 70619.3 4528.42 10541 30800.7 107959 16948.1 22373.5 25739.9 87578.6 22038.1 53392.2 95689.2 4045.54 282.363
internal_weight=0 2.36306e+06 95938 7344 405 180 225 191 6939 529 77 415 88594 74415 10377 679 114 9698 4014 782 77 565 705 680 71 532 156 84 72 5684
internal_count=4073804 2363061 95938 7344 405 180 225 191 6939 529 77 415 88594 74415 10377 679 114 9698 4014 782 77 565 705 680 71 532 156 84 72 5684
is_linear=0
shrinkage=0.1


Tree=4119
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 6 3 6 6 3 0 6 1 1 0 6 6 1 6 0 0 0 1 6 6 0 3 1 1 1
split_gain=4.01587e+11 3.01879e+12 6.28081e+12 2.9649e+13 2.50334e+13 2.85264e+13 5.24431e+13 5.87215e+13 6.34344e+13 2.24172e+13 1.67372e+13 1.66697e+13 3.01002e+13 1.46611e+13 1.34713e+13 1.20676e+13 1.19822e+13 1.15401e+13 2.11085e+13 1.9138e+13 1.40267e+13 1.30739e+13 1.06808e+13 9.50603e+12 1.7867e+13 3.13995e+13 1.64761e+13 1.38312e+13 2.76676e+13 1.84816e+13
threshold=3.5000000000000004 4.5000000000000009 38.999037500000007 38.958307950000012 45.059854000000009 62.995000000000012 1.5000000000000002 78.605000000000004 75.010000000000005 2.5000000000000004 44.249882500000005 106.49500000000002 38.977585500000011 38.782330450000011 45.055912800000009 69.605000000000004 54.990000000000002 39.018051150000005 79.710000000000022 45.053967500000006 45.040161900000008 54.188398350000007 38.965413050000002 78.010000000000005 79.710000000000022 59.91832440000001 2.5000000000000004 37.804148700000006 37.858952300000006 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -7 8 15 -9 -2 12 -11 23 -5 -8 -6 18 19 20 -4 -21 -16 -12 25 -25 -27 29 -29 -26
right_child=1 -3 17 4 16 6 7 9 -10 11 13 -13 -14 -15 22 -17 -18 -19 -20 21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=126.56825068819148 85115.565285326098 8.3052619414544182 -4435.5119659620013 7115.5814607877037 6617.3091435030892 162166.28707386367 72455.726387975723 45129.239775545633 235967.86101190478 -43045.251888844941 972.02669840235149 -88735.04545454547 66249.493565244935 -7167.7960589393351 105048.2744140625 16125.280372694673 -17240.436259583657 -824.38743815422504 -37419.155292880372 4380.3112256351187 -32975.476511079229 -37783.754952924683 26479.65387159778 -8233.1758981143721 -1566.0807195521536 -124423.81568359374 -37104.945744680852 -80874.14470942982 -8842.8068414284498 22664.478523931561
leaf_weight=236154 23 3715317 350 973 608 33 101 63 21 79 32669 33 37 2826 24 61 322 75960 221 1286 339 78 62 272 4583 40 47 57 827 338
leaf_count=236154 23 3715317 350 973 608 33 101 63 21 79 32669 33 37 2826 24 61 322 75960 221 1286 339 78 62 272 4583 40 47 57 827 338
internal_value=0 -7.78851 -496.565 457.811 11225.6 19274 41060.8 30943.1 72442.6 -4879.52 -166.578 -26024.2 -8184 -213.662 10468.7 51244.9 -1643.11 -1034.53 -8054 -4892.92 -18477.7 1969.17 48405.8 292.412 -3309.52 -24959.1 -77251.6 -1970.64 -13487.4 98.2007
internal_weight=0 3.83765e+06 122333 44099 2417 1487 428 395 183 212 41682 149 116 41659 1059 162 930 78234 2274 2053 689 1364 86 38833 6164 359 87 5805 884 4921
internal_count=4073804 3837650 122333 44099 2417 1487 428 395 183 212 41682 149 116 41659 1059 162 930 78234 2274 2053 689 1364 86 38833 6164 359 87 5805 884 4921
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=31
num_cat=0
split_feature=1 1 4 0 7 0 4 6 4 6 3 4 7 6 6 2 4 0 5 6 3 6 6 6 4 3 6 1 0 3
split_gain=3.67862e+11 2.20965e+13 1.52943e+13 4.18618e+13 3.1322e+13 5.16259e+13 2.16247e+13 1.46947e+13 1.81531e+13 1.64345e+13 1.59628e+13 1.46434e+13 1.8816e+13 1.37408e+13 1.31534e+13 1.6655e+13 1.57835e+13 3.20084e+13 1.93913e+13 2.00174e+13 1.43909e+13 1.41131e+13 1.33658e+13 1.29812e+13 1.35077e+13 1.27361e+13 3.1019e+13 1.20627e+13 3.87267e+13 1.70336e+13
threshold=39.843340650000009 39.873894000000007 8.5000000000000018 57.60122925000001 6.0000000000000009 57.634352600000007 12.500000000000002 40.490000000000002 13.500000000000002 76.00500000000001 2.5000000000000004 22.500000000000004 6.0000000000000009 65.00500000000001 90.045000000000016 3191.5000000000005 6.5000000000000009 44.739668300000005 2.5000000000000004 68.515000000000015 4.5000000000000009 60.005000000000003 52.015000000000008 77.565000000000012 9.5000000000000018 5.5000000000000009 156.15000000000003 39.803839700000005 47.22829500000001 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=27 2 14 11 7 6 23 -5 10 -10 -9 12 -4 -12 16 25 -2 -18 19 21 -20 22 -19 -6 -25 26 -16 -1 29 -29
right_child=1 -3 3 4 5 -7 -8 8 9 -11 13 -13 -14 -15 15 -17 17 18 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-9.2385861936148554 2334.5223203159235 1.4195275779322241 2891.0089496334367 -5561.7984269468252 67801.145857393567 -662.52676447088072 9596.2869433593751 -3206.7533800833571 8656.7568468647623 -56974.197493489592 23672.062079943513 13866.748348480158 -16916.595031948749 56005.310326650193 39141.161126332227 -71134.214140625001 -109584.62578125001 -4386.4455252166799 -54351.197906539361 35621.716444101265 -5865.1789428710945 -24122.958089298398 32672.853862092394 87331.111835106392 176082.69675925927 -17077.611379076086 -64061.670703125004 -10922.443357785543 -1892.472556566081 -47832.654419974257
leaf_weight=1868112 7239 2174960 2770 310 138 154 45 140 186 48 399 894 580 196 324 20 31 633 135 129 112 308 115 47 27 69 32 240 15150 261
leaf_count=1868112 7239 2174960 2770 310 138 154 45 140 186 48 399 894 580 196 324 20 31 633 135 129 112 308 115 47 27 69 32 240 15150 261
internal_value=0 27.8695 3842.45 7796.26 21106.3 45122 72557.1 13389 19451.6 -4806 27174.5 2496.08 -538.367 34323 1277.47 18046.6 419.933 -9053.55 -6877.25 -1564.48 -32365.6 -6107.11 1311.17 85921.5 119713 22243.3 29864.5 -32.4008 -2797.05 -30151.1
internal_weight=0 2.19004e+06 15081 5934 1690 411 257 1279 969 234 735 4244 3350 595 9147 445 8702 1463 1432 1185 247 1056 748 212 74 425 356 1.88376e+06 15651 501
internal_count=4073804 2190041 15081 5934 1690 411 257 1279 969 234 735 4244 3350 595 9147 445 8702 1463 1432 1185 247 1056 748 212 74 425 356 1883763 15651 501
is_linear=0
shrinkage=0.1


Tree=4121
num_leaves=31
num_cat=0
split_feature=4 1 0 0 0 6 7 0 6 6 5 2 6 4 6 6 4 3 5 0 5 0 6 6 3 3 0 6 7 3
split_gain=3.5632e+11 2.57805e+12 7.16253e+12 3.46025e+13 2.34919e+13 5.99698e+13 2.27621e+13 1.5516e+13 2.73054e+13 2.53721e+13 3.35376e+13 1.96377e+13 1.74445e+13 1.49404e+13 1.3185e+13 2.04096e+13 2.11445e+13 2.2055e+13 1.42745e+13 1.78564e+13 1.4806e+13 1.99903e+13 1.90138e+13 2.96856e+13 1.89578e+13 2.11239e+13 1.87257e+13 1.28531e+13 1.20581e+13 1.2053e+13
threshold=5.5000000000000009 30.084656550000002 59.864072000000007 59.905532300000012 59.848366150000011 51.015000000000008 6.0000000000000009 60.002985000000002 108.05000000000001 52.015000000000008 2.5000000000000004 3338.0000000000005 71.030000000000015 4.5000000000000009 84.810000000000016 50.010000000000012 3.5000000000000004 1.5000000000000002 1.5000000000000002 60.042359000000012 2.5000000000000004 60.064438250000002 63.855000000000011 55.805000000000007 3.5000000000000004 2.5000000000000004 60.064438250000002 77.565000000000012 6.0000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 -7 8 9 -5 12 14 -11 -4 15 -9 17 -17 -18 27 21 24 23 -23 25 -21 -22 -20 29 -16
right_child=-2 -3 3 7 5 6 -8 11 -10 10 -12 -13 -14 -15 28 16 18 -19 19 20 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1493.9496346154856 -18.492835654579462 65.817582265781979 33553.290301449422 -3301.190314135702 10244.587583172666 -37950.533347381475 -104036.3840625 1429.8894123291018 99483.836597842266 -60751.845922851564 -14058.313936574836 -5469.550504499558 -156990.65013586957 9220.0439437520818 -29371.37470987561 44018.504296875006 7000.7314231937771 -72946.047327302629 161172.17172619049 11500.2841796875 89221.006765625003 45594.318398437499 34623.777409116687 209047.84546874999 -60710.608046875001 130638.680859375 -7444.853951512705 61669.050643382354 -63289.350213068181 10794.780797980813
leaf_weight=11008 2928705 1127915 380 603 311 263 65 500 21 104 228 1991 23 751 103 28 117 38 21 46 25 20 31 25 20 22 101 34 33 272
leaf_count=11008 2928705 1127915 380 603 311 263 65 500 21 104 228 1991 23 751 103 28 117 38 21 46 25 20 31 25 20 22 101 34 33 272
internal_value=0 47.2973 -1168.33 1792.69 -2576 -21216.4 -51046.8 -2212.53 -13315.4 -15788 -36998 959.245 -78180.9 17395.7 9872.71 15909.4 29621 -23324.7 37184.7 47421 37513.3 57318.7 94887.1 136402 24873.3 50045.1 11734.9 99661.2 -5337.3 -237.523
internal_weight=0 1.1451e+06 17184 5537 11647 639 328 4406 979 958 355 3427 127 1131 1436 1028 528 66 462 345 290 164 76 45 88 68 126 55 408 375
internal_count=4073804 1145099 17184 5537 11647 639 328 4406 979 958 355 3427 127 1131 1436 1028 528 66 462 345 290 164 76 45 88 68 126 55 408 375
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=31
num_cat=0
split_feature=0 3 7 1 1 4 6 1 6 1 1 3 6 4 4 1 1 6 4 6 6 3 6 4 0 3 6 3 6 6
split_gain=3.48872e+11 2.13349e+12 3.15339e+12 1.98236e+12 7.23624e+12 5.40655e+12 5.24706e+12 5.18149e+12 3.9248e+12 3.20445e+12 1.22544e+13 7.27727e+12 3.11564e+12 4.85241e+12 2.96678e+12 3.81989e+12 3.50485e+12 4.5237e+12 3.37791e+12 5.48423e+12 6.28369e+12 4.11345e+12 5.49641e+12 1.1097e+13 1.02277e+13 7.36973e+12 1.79967e+13 3.34046e+13 3.12038e+13 4.29034e+13
threshold=61.78914120000001 15.500000000000002 6.0000000000000009 39.763755750000009 39.843340650000009 9.5000000000000018 48.025000000000013 36.049731800000011 81.705000000000013 40.377616600000003 39.939672500000007 4.5000000000000009 67.91500000000002 8.5000000000000018 2.5000000000000004 34.382014200000008 30.624707450000006 77.010000000000005 3.5000000000000004 51.015000000000008 94.02500000000002 1.5000000000000002 73.00500000000001 11.500000000000002 63.565651350000003 5.5000000000000009 100.05000000000001 4.5000000000000009 93.050000000000011 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 14 12 10 11 -6 13 -8 16 18 -2 -18 19 -16 -21 -20 -23 24 25 26 27 28 29 -24
right_child=1 2 -4 4 9 -7 8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 21 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4523812876259754 45074.833730468752 46535.61175333659 895.3970054998631 5240.894705888164 -21631.547697202623 -17131.914976351869 55584.190220424105 -23541.369113747132 -12183.491533203125 -87.177633107113877 -73142.399407327583 31904.803932935141 62183.81848958334 14116.502365751045 1822.2233563026687 -11628.637264021732 4078.4238784443246 -34788.835609879032 -7660.7016484598398 -28754.430343433891 29171.850502232144 -790.87908660181745 23223.34015213816 -47688.441238839288 -20174.783758223686 -10937.848783839028 -10085.405245535716 159085.81333593751 -69965.949934895834 187834.74076171877
leaf_weight=4045394 20 24 41 173 62 51 42 109 20 21292 29 43 33 86 178 418 880 31 765 173 21 3583 76 28 57 43 63 25 24 20
leaf_count=4045394 20 24 41 173 62 51 42 109 20 21292 29 43 33 86 178 418 880 31 765 173 21 3583 76 28 57 43 63 25 24 20
internal_value=0 -349.203 17747.2 -390.701 66.1139 13308.4 17693.9 -1921.67 29596.4 -184.195 -15599.8 292.863 34786.5 27723.1 -1553.75 -2441.32 3664.94 2755.83 -1681.77 -10853.6 -22484.1 -953.346 355.949 12585.4 18064.8 26748.7 34539.7 53928.5 32020.7 57517.4
internal_weight=0 28410 65 28345 21831 405 354 6514 181 21426 134 105 161 128 6405 5474 931 911 5056 372 194 4684 3919 336 308 251 208 145 120 96
internal_count=4073804 28410 65 28345 21831 405 354 6514 181 21426 134 105 161 128 6405 5474 931 911 5056 372 194 4684 3919 336 308 251 208 145 120 96
is_linear=0
shrinkage=0.1


Tree=4123
num_leaves=31
num_cat=0
split_feature=6 5 0 0 0 3 0 1 6 1 6 0 0 4 3 2 4 4 1 1 0 3 0 4 3 6 1 6 6 4
split_gain=3.52028e+11 2.71894e+12 1.17044e+13 1.32155e+13 7.1662e+12 1.53652e+13 8.49924e+12 6.89913e+12 6.77013e+12 2.3782e+13 7.55401e+12 9.04735e+12 1.57666e+13 9.23634e+12 2.35318e+13 1.57797e+13 8.59639e+12 1.80998e+13 8.36631e+12 7.92084e+12 1.12675e+13 2.29731e+13 1.57307e+13 9.69556e+12 1.83359e+13 1.42685e+13 1.40082e+13 2.5764e+13 2.5017e+13 1.27413e+13
threshold=87.395000000000024 1.5000000000000002 55.595177750000005 55.348830750000012 60.034792100000011 3.5000000000000004 60.01610465000001 92.865667950000017 88.00500000000001 39.777866350000004 90.045000000000016 55.721784200000009 55.753967500000009 4.5000000000000009 2.5000000000000004 2632.5000000000005 5.5000000000000009 12.500000000000002 37.586700500000006 30.315889700000003 59.882709350000006 5.5000000000000009 59.91832440000001 9.5000000000000018 2.5000000000000004 104.01000000000001 39.843340650000009 189.00000000000003 120.05000000000001 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 6 -6 7 8 9 -4 16 18 -13 14 -14 -16 -10 -18 -12 20 21 -15 -22 24 25 -21 28 29 -26 -28
right_child=1 -3 4 -5 5 -7 -8 -9 10 -11 11 12 13 19 15 -17 17 -19 -20 23 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=7.3695642917065705 -3867.7353001020529 -150.96418066555142 -3856.2158150337841 -76251.971574519222 26023.615104166667 -88356.016597316586 72878.170054408474 -35714.50541704963 -65224.176011439733 131489.97343750001 96685.728464673914 -79194.877343750006 2882.8699239979619 -100691.35648437501 140111.1914207176 32966.768906947545 70467.242643229169 -37491.905002663356 11391.813315217392 98156.78444940476 92388.358266977171 35132.416086647732 19778.708013964075 9908.843160610857 86101.908374999999 1500.4074114118305 -57411.0036850287 4288.7236659787732 -44873.240535714285 -145142.43525000001
leaf_weight=3832905 844 238498 37 26 24 23 21 34 28 20 23 20 92 20 27 28 24 44 23 21 39 33 127 580 25 56 49 53 35 25
leaf_count=3832905 844 238498 37 26 24 23 21 34 28 20 23 20 92 20 27 28 24 44 23 21 39 33 127 580 25 56 49 53 35 25
internal_value=0 -117.256 3231.08 -6030.94 8494.28 -29949.4 9711.83 8805.14 9864.39 43633.7 8461.44 10496.7 8868.3 10323.9 33818.3 85564.9 -18590.7 611.324 54038.8 7074.9 24020.9 -16121.8 36837.6 2677.76 -13208.7 27861.2 -30119.9 -48932.3 9699.74 -87050
internal_weight=0 240899 2401 870 1531 47 1484 1463 1429 57 1372 1276 1230 1210 147 55 96 68 46 1063 219 53 166 844 264 77 187 127 60 74
internal_count=4073804 240899 2401 870 1531 47 1484 1463 1429 57 1372 1276 1230 1210 147 55 96 68 46 1063 219 53 166 844 264 77 187 127 60 74
is_linear=0
shrinkage=0.1


Tree=4124
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 4 0 6 4 6 6 4 6 7 4 6 6 6 1 4 6 4 6 5 6 0 2 4 6 4
split_gain=3.36092e+11 3.03005e+12 1.5654e+13 2.28209e+13 3.48483e+13 1.12049e+13 1.1098e+13 9.50361e+12 9.42223e+12 1.03513e+13 9.80314e+12 7.29954e+12 8.21171e+12 7.1867e+12 1.30434e+13 1.00988e+13 7.1146e+12 6.90439e+12 6.76158e+12 6.67658e+12 6.52839e+12 6.21851e+12 9.20104e+12 6.10646e+12 2.10969e+13 8.88e+12 9.92964e+12 7.89925e+12 7.90264e+12 9.51037e+12
threshold=3338.0000000000005 86.169282750000022 55.60524465000001 54.188398350000007 53.888505650000006 5.5000000000000009 55.390026600000006 79.015000000000015 13.500000000000002 69.605000000000004 81.02500000000002 2.5000000000000004 62.995000000000012 6.0000000000000009 6.5000000000000009 58.045000000000009 79.015000000000015 56.805000000000007 91.443676550000006 14.500000000000002 88.825000000000003 2.5000000000000004 74.015000000000015 1.5000000000000002 36.405000000000008 53.310923100000004 2851.5000000000005 5.5000000000000009 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 8 11 19 -8 13 -10 -11 -6 -13 23 17 -16 -7 -15 -17 -5 -12 -4 -23 24 -3 -26 27 28 29 -27
right_child=-2 2 21 6 5 16 7 -9 9 10 20 12 -14 14 15 18 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-35.647247626792669 34.503855818885818 -405.6680472398935 14062.614267146335 7633.798641006978 1027.8051976333431 -1474.7009594343097 19841.66337059284 72068.007467130345 7304.1549188652152 79845.43555595931 -10228.710725446428 -25881.648599001863 -61148.530368589738 -3361.705732873666 -4702.4594306382351 -35530.107804718624 -48580.836085379473 20842.133405412947 -4325.6771203358976 -14291.684933376313 59288.931973544037 -10660.573008617914 -54649.929468261718 268.16367030576265 -18781.789384058902 -6333.3509219412081 -12460.089222634057 12360.565847400427 -30025.211985085232 36536.525436089665
leaf_weight=2380249 1667517 2826 94 3910 81 382 232 41 349 43 35 430 78 281 501 251 35 203 96 144 22 970 50 13549 76 59 110 747 22 421
leaf_count=2380249 1667517 2826 94 3910 81 382 232 41 349 43 35 430 78 281 501 251 35 203 96 144 22 970 50 13549 76 59 110 747 22 421
internal_value=0 -23.9106 1048.99 1567.36 180.449 -17971.3 8169.22 27685.2 1112.54 15431.7 43797.1 -26851.3 -31296.6 776.667 -6308.51 -13784.5 -5428.45 6789.9 -26897.2 6855 16602.7 -10548.8 -12816.9 1306.56 4608.44 14482.9 16343.2 18879.9 28581 31267.1
internal_weight=0 2.40629e+06 26038 24924 20597 1006 4327 273 19591 449 100 589 508 19142 1332 848 417 484 347 4054 57 1114 1020 17810 4261 1435 1359 1249 502 480
internal_count=4073804 2406287 26038 24924 20597 1006 4327 273 19591 449 100 589 508 19142 1332 848 417 484 347 4054 57 1114 1020 17810 4261 1435 1359 1249 502 480
is_linear=0
shrinkage=0.1


Tree=4125
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 4 4 7 6 0 0 4 0 0 1 0 6 1 0 6 3 4 6 5 6 4 0 6 6
split_gain=3.46133e+11 8.73245e+12 6.34385e+13 5.67192e+13 4.84481e+13 3.81663e+13 4.39582e+13 7.81288e+13 3.11718e+13 3.00941e+13 2.92098e+13 2.32377e+13 2.27946e+13 1.84863e+13 5.51884e+13 3.39151e+13 4.83838e+13 3.08863e+13 1.8037e+13 1.56325e+13 1.50149e+13 1.4598e+13 1.44217e+13 1.44119e+13 3.0232e+13 1.41333e+13 1.29062e+13 1.21384e+13 1.19793e+13 1.19741e+13
threshold=38.430814800000007 38.893394150000006 55.840017500000009 55.876067900000002 24.500000000000004 5.5000000000000009 16.500000000000004 15.500000000000002 6.0000000000000009 40.015000000000008 55.858844800000007 55.850146250000009 10.500000000000002 55.214863500000007 55.080855950000007 38.782330450000011 55.660117850000006 47.005000000000003 38.657016300000002 55.850146250000009 77.565000000000012 2.5000000000000004 4.5000000000000009 57.005000000000003 2.5000000000000004 73.41500000000002 5.5000000000000009 58.08467765000001 69.015000000000015 86.030000000000015
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 5 13 19 7 10 27 -8 20 21 18 14 17 29 -17 -2 -12 -4 -7 -11 -21 26 28 -26 -16 -5 -25 -15
right_child=1 -3 3 8 -6 6 9 -9 -10 11 12 -13 -14 15 23 16 -18 -19 -20 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=44.785169576969594 52.151965308291587 3.8602640018487615 -21952.227222014128 806.33586954909174 138001.6804392497 41189.362148084998 56712.402404487424 209177.63115625002 29931.143196483143 40631.080019452493 32949.336862372969 22198.611467895509 -15996.160158133802 -4985.7642808405644 230.22407577682981 -47511.096491306118 -1603.6551506639862 -10056.962745360574 -24253.028454196072 26209.404495569179 91276.067409048512 -31614.75337054913 548.19246683709696 70947.781767003689 -42.254229470957881 30361.973854564683 15550.205981704086 -10723.052272782719 23758.633575096559 -25506.952435681575
leaf_weight=1212218 6299 2813523 219 12207 24 561 82 25 356 31 497 160 162 14571 1541 472 447 5810 62 296 67 286 842 136 460 229 855 987 89 290
leaf_count=1212218 6299 2813523 219 12207 24 561 82 25 356 31 497 160 162 14571 1541 472 447 5810 62 296 67 286 842 136 460 229 855 987 89 290
internal_value=0 -18.9718 -1355.52 3591.43 -4023.64 15369.3 24393.6 34012.3 731.718 751.232 30766.1 -8868.93 17032.9 -4132.89 -1670.37 -6539.08 -25181.8 -4798.29 26604.9 2514.39 46533 -24549.7 7222.81 9772.53 20456.1 10063.1 5697.08 -56.14 52281.9 -5386.22
internal_weight=0 2.86159e+06 48063 16840 31223 3290 1933 1374 13550 559 1349 477 721 31199 15419 15780 919 12109 559 1357 628 317 1138 3310 914 689 2396 13194 225 14861
internal_count=4073804 2861586 48063 16840 31223 3290 1933 1374 13550 559 1349 477 721 31199 15419 15780 919 12109 559 1357 628 317 1138 3310 914 689 2396 13194 225 14861
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 3 3 0 5 4 2 1 1 4 0 5 2 1 1 4 2 0 0 6 4 1 4 0 3 1
split_gain=3.71929e+11 2.51655e+12 7.78523e+12 2.66415e+13 2.16009e+13 2.62953e+13 2.15209e+13 2.02431e+13 2.68516e+13 6.18421e+13 3.79406e+13 2.10899e+13 5.30575e+13 2.80797e+13 2.11623e+13 2.07443e+13 2.10124e+13 2.04657e+13 1.9246e+13 2.02178e+13 4.54269e+13 2.91953e+13 1.85951e+13 1.81678e+13 1.55013e+13 1.48723e+13 1.39583e+13 2.41549e+13 1.4984e+13 2.38631e+13
threshold=5.5000000000000009 3.5000000000000004 156.15000000000003 113.48479755000001 86.169282750000022 4.5000000000000009 1.5000000000000002 47.319699650000011 4.5000000000000009 4.5000000000000009 3999.0000000000005 39.01296365000001 39.723160900000003 3.5000000000000004 45.029425500000009 5.5000000000000009 3191.5000000000005 41.966773150000002 30.323041000000003 4.5000000000000009 4311.5000000000009 55.897267000000006 51.567244500000008 168.45000000000002 3.5000000000000004 38.97264950000001 2.5000000000000004 45.073441650000007 3.5000000000000004 39.703507450000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 18 8 9 11 -11 14 -13 -14 -8 23 -17 -15 -4 -20 21 25 -9 -10 -6 -21 -25 28 -28 -30
right_child=-2 2 3 -5 5 -7 7 22 15 10 -12 12 13 17 -16 16 -18 -19 19 20 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=19.07741379716752 -18.893563783319944 1159.8818029300492 -69786.138281250009 102951.23994565218 -17018.474456521737 44215.325000000004 -22126.204097806491 86937.825000000012 82591.814257812512 -161567.20961334746 -28941.364797794122 -139549.90804227942 -65149.733203125004 1888.5207682291668 105461.76634615386 -6837.5959578804359 -116711.82700892858 135353.014921875 8125.4945608574053 126083.51750000002 -36509.917393663192 188366.69575000001 -3580.417543866788 76853.005877976189 -117936.49394965279 17408.172288602942 -30582.624900660026 -104491.61034307066 -47581.884375000001 78609.048395944163
leaf_weight=1102205 2928705 40034 25 23 23 21 26 23 32 59 34 34 30 27 26 46 28 20 342 20 36 25 1710 21 45 34 58 23 22 47
leaf_count=1102205 2928705 40034 25 23 23 21 26 23 32 59 34 34 30 27 26 46 28 20 342 20 36 25 1710 21 45 34 58 23 22 47
internal_value=0 48.3222 799.796 -4240.65 -5109.67 -53596 -3539.33 -7620.79 -24663.7 -48011.3 -113080 -10886 -35505.8 10435.8 41667.8 -3086.23 -48411.6 58681.9 15648.6 20322.3 56594.4 99021.7 -2379.08 13436.3 -83802.5 57658.3 494.957 -10195.2 6882.14 38374.3
internal_weight=0 1.1451e+06 42894 2860 2837 89 2748 2266 533 256 93 163 111 77 52 277 74 47 482 457 115 79 1733 203 68 54 171 150 127 69
internal_count=4073804 1145099 42894 2860 2837 89 2748 2266 533 256 93 163 111 77 52 277 74 47 482 457 115 79 1733 203 68 54 171 150 127 69
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=31
num_cat=0
split_feature=6 5 1 1 0 0 4 0 4 0 3 3 1 5 3 3 5 5 0 1 3 3 0 7 0 4 2 2 5 0
split_gain=3.70275e+11 1.19221e+12 4.19161e+12 1.37143e+13 1.5563e+13 1.17448e+13 8.81111e+12 1.03891e+13 1.07328e+13 2.87349e+13 8.28823e+12 2.24565e+13 8.44902e+12 6.34247e+12 1.16732e+13 4.01523e+13 5.96637e+12 5.80716e+12 1.19611e+13 7.67329e+12 1.31121e+13 9.03488e+12 7.90106e+12 5.64535e+12 1.79069e+13 7.47526e+12 1.84559e+13 2.27688e+13 5.07967e+12 1.18946e+13
threshold=247.90000000000001 3.5000000000000004 41.966773150000002 39.723160900000003 45.029425500000009 47.245981600000007 2.5000000000000004 56.148747500000006 3.5000000000000004 54.762682300000009 6.5000000000000009 4.5000000000000009 60.66055595000001 4.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 6.5000000000000009 59.864072000000007 37.318079750000003 3.5000000000000004 8.5000000000000018 45.07004340000001 6.0000000000000009 43.051287600000009 6.5000000000000009 9651.0000000000018 3658.0000000000005 5.5000000000000009 54.998919050000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 8 9 -8 11 12 -9 14 -10 -16 -3 18 19 -18 22 -22 -21 24 -15 26 27 -26 29 -27
right_child=1 2 6 4 5 -7 7 10 13 -11 -12 -13 -14 23 15 -17 17 -19 -20 20 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.84436678978056534 2705.9554557121583 19846.417541015628 -50849.722597656248 -16103.088519021738 141513.75232788088 34438.200074404762 138219.072421875 18229.090441176471 -90183.438156960241 -22595.816125000001 9003.5720394736836 -129121.18391927083 -56699.338888888888 -90790.91168154763 104327.54860491073 -72555.297312973489 39063.013986895166 36447.633859375004 -84346.618892045459 -105422.00119047619 51140.917349137933 -13218.743579101563 -22952.159134615387 50420.734103260875 16646.554895019533 74160.631529017861 -19591.627725290698 152659.843046875 -45661.936289062505 -2827.8666586006639
leaf_weight=4070611 1866 100 40 23 20 21 20 34 22 25 38 24 27 21 21 33 31 25 22 21 29 88 26 23 32 21 43 20 25 452
leaf_count=4070611 1866 100 40 23 20 21 20 34 22 25 38 24 27 21 21 33 31 25 22 21 29 88 26 23 32 21 43 20 25 452
internal_value=0 1076.45 -1214.94 7249.96 49736 86670.2 -4946.48 -2862.34 1512.07 48877.5 -29820 -47176.5 -14936 -1477.33 -28782.7 -3767.52 -700.645 -9191.17 -14449.1 -6563.22 -15187.7 2733.65 -59800.4 1780.45 -41.5853 3172.13 28878.4 68959.4 -1731.67 590.227
internal_weight=0 3193 1327 406 64 41 921 881 758 45 123 85 61 713 76 54 342 242 217 195 164 117 47 637 614 593 95 52 498 473
internal_count=4073804 3193 1327 406 64 41 921 881 758 45 123 85 61 713 76 54 342 242 217 195 164 117 47 637 614 593 95 52 498 473
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=31
num_cat=0
split_feature=0 0 6 3 4 3 5 3 6 1 1 1 6 6 6 3 3 1 1 6 6 6 4 1 6 5 6 6 4 4
split_gain=3.40347e+11 1.40912e+13 2.40607e+13 3.71349e+13 3.48942e+13 4.61503e+13 4.51847e+13 5.35852e+13 4.7745e+13 2.68269e+13 4.83522e+13 3.98872e+13 3.8938e+13 5.27539e+13 3.58668e+13 3.07301e+13 2.72638e+13 2.46894e+13 2.30646e+13 2.13296e+13 2.11318e+13 6.63322e+13 2.00226e+13 1.87983e+13 1.83031e+13 1.7732e+13 1.73601e+13 3.52468e+13 3.79282e+13 3.56171e+13
threshold=55.81943720000001 55.812023600000011 60.005000000000003 10.500000000000002 7.5000000000000009 2.5000000000000004 2.5000000000000004 5.5000000000000009 120.05000000000001 37.374856000000008 37.442254400000003 37.600779750000008 86.920000000000016 98.020000000000024 80.720000000000013 14.500000000000002 20.500000000000004 37.234509300000006 39.01296365000001 65.410000000000011 110.01500000000001 102.04000000000001 30.500000000000004 37.343102500000008 69.605000000000004 2.5000000000000004 55.805000000000007 56.010000000000012 15.500000000000002 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 -1 22 4 6 19 17 8 20 12 15 -12 14 -14 23 -11 -15 24 -19 -6 21 -8 26 -5 -4 -21 -3 28 -28 -29
right_child=-2 2 3 9 5 -7 7 -9 -10 10 11 -13 13 16 -16 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.2310810621714818 -40.065256438077995 1339.3201723172972 38392.216526442309 -77373.233182565789 23218.896767241382 27190.368381742519 -17764.608019997617 -142507.91869959678 76341.09882492316 3780.2953125000004 -56038.363577394564 4870.7964991620893 -116461.43461470172 -37151.22193244486 104931.3046875 119396.25274135044 95669.337343749998 -25918.425324519234 53417.535142299108 -73142.552731007556 -84007.620058139539 167591.78779296877 26979.569052632651 1061.1034757956481 155944.52800925926 -11628.552081198772 -67579.392225144024 925.40566789988452 34225.093633237091 -62728.208406661186
leaf_weight=2663600 1394478 9093 26 38 145 2028 557 31 61 39 123 854 88 68 29 56 20 65 84 58 43 20 276 156 27 244 179 1177 46 95
leaf_count=2663600 1394478 9093 26 38 145 2028 557 31 61 39 123 854 88 68 29 56 20 65 84 58 43 20 276 156 27 244 179 1177 46 95
internal_value=0 20.8523 3005.46 8854.19 14613.1 20779.5 -2084.51 -13927.4 -8074.26 -4413.72 3825.15 -2797.4 -26549.2 -61713.1 1203.4 71932.9 -6964.73 39658.8 18807.9 -8306.25 -16379.6 -11339.8 389.515 -14302.3 98277.4 -23442.5 -303.484 -10282.1 -46766 -3828.6
internal_weight=0 2.67933e+06 15726 4860 3389 2475 914 712 681 1471 1072 977 399 176 223 95 88 202 149 447 620 577 10866 194 53 302 10590 1497 225 1272
internal_count=4073804 2679326 15726 4860 3389 2475 914 712 681 1471 1072 977 399 176 223 95 88 202 149 447 620 577 10866 194 53 302 10590 1497 225 1272
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=31
num_cat=0
split_feature=4 7 0 4 0 1 0 4 1 5 6 2 1 0 6 6 6 1 1 1 5 6 6 5 3 6 1 2 1 0
split_gain=3.28367e+11 3.95342e+12 1.48866e+13 2.72298e+13 9.93847e+13 2.7095e+13 2.54511e+13 4.14011e+13 6.61183e+13 3.71577e+13 1.25202e+14 4.17576e+13 3.31491e+13 2.08979e+13 2.54608e+13 2.45515e+13 5.30741e+13 3.6631e+13 3.10421e+13 4.06306e+13 5.37267e+13 2.5457e+13 2.14539e+13 3.69168e+13 2.44025e+13 2.65715e+13 2.90796e+13 2.05872e+13 2.03486e+13 6.51695e+13
threshold=21.500000000000004 6.0000000000000009 55.721784200000009 24.500000000000004 55.649510000000014 82.963919600000011 55.702806750000008 25.500000000000004 37.897576350000001 1.5000000000000002 42.405000000000008 75.000000000000014 37.924401400000008 55.710673100000008 88.825000000000003 56.010000000000012 42.405000000000008 37.924401400000008 37.649344350000007 37.618684050000006 1.5000000000000002 31.995000000000001 70.50500000000001 2.5000000000000004 2.5000000000000004 67.00500000000001 37.618684050000006 75.000000000000014 82.93515810000001 55.055052800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 27 -11 -10 15 -15 16 21 22 19 -18 -21 -6 24 -24 -17 -26 -27 -8 -3 -30
right_child=1 2 -4 6 13 -7 7 -9 12 11 -12 -13 -14 14 -16 17 18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=9.4042310755003076 -497.99281120163306 1793.0899190259822 -532.66449379069229 256.09610241247009 -17076.480712890625 20548.111082643263 -47112.258429568661 4269.9027303121738 53613.133535786292 -95912.817039151967 234576.49958984379 -33585.270688375684 -7417.4720227693251 10009.848840858611 -79237.108564157214 -27569.895430871213 -6510.5353432679794 -3148.2610166953705 16353.183167642388 -183293.69155405406 -25646.040602463945 33987.763258330175 -83959.614170258632 34092.731275531049 52012.245501251891 161410.89660395408 28872.321812500002 -7384.7590939410793 -14417.764694836158 33725.16539153819
leaf_weight=3671018 147445 32962 141472 71193 110 735 189 1316 155 131 20 599 209 1020 33 33 156 203 193 37 52 868 29 306 454 49 25 421 2045 326
leaf_count=3671018 147445 32962 141472 71193 110 735 189 1316 155 131 20 599 209 1020 33 33 156 203 193 37 52 868 29 306 454 49 25 421 2045 326
internal_value=0 -85.7108 152.359 1003.44 3119.72 1544.77 -126.529 -9087.12 -19283.1 -29414.6 -11621.7 -44770.1 18570.8 19040.5 7212.94 23992.5 15288.2 35207.6 -13641.4 -37269.8 -91185 28244.3 43897.6 23873.3 55855.1 61069.1 116634 -19693.8 1149.46 -7798.37
internal_weight=0 402786 255341 113869 39636 36068 74233 3040 1724 1360 630 730 364 3568 1053 2515 1416 1099 438 245 89 978 896 335 561 528 74 610 35333 2371
internal_count=4073804 402786 255341 113869 39636 36068 74233 3040 1724 1360 630 730 364 3568 1053 2515 1416 1099 438 245 89 978 896 335 561 528 74 610 35333 2371
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 6 6 6 4 6 1 3 6 3 5 4 0 7 7 6 0 6 6 1 4 4 4 4 4
split_gain=3.74243e+11 5.88441e+12 2.35454e+13 2.75362e+13 2.57624e+13 2.6152e+13 2.15122e+13 1.85577e+13 2.6416e+13 5.17111e+13 1.50541e+13 2.52102e+13 3.09815e+13 3.05982e+13 1.83492e+13 1.52299e+13 1.51365e+13 1.93704e+13 3.3907e+13 1.83312e+13 1.97372e+13 2.55741e+13 1.72815e+13 1.62113e+13 1.50365e+13 1.4332e+13 1.35773e+13 1.36138e+13 1.52048e+13 2.86244e+13
threshold=57.978821400000008 58.08467765000001 56.805602900000004 55.957851400000003 38.893394150000006 106.49500000000002 168.45000000000002 72.50500000000001 74.015000000000015 8.5000000000000018 82.00500000000001 56.240615550000008 1.5000000000000002 125.02000000000002 6.5000000000000009 2.5000000000000004 8.5000000000000018 58.010305850000002 6.0000000000000009 6.0000000000000009 68.515000000000015 58.010305850000002 52.990000000000002 53.310000000000009 56.240615550000008 7.5000000000000009 24.500000000000004 5.5000000000000009 9.5000000000000018 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 10 -2 9 -9 16 13 -13 -12 -15 -14 17 25 -19 -18 22 -22 -21 -24 -8 -5 27 -17 -29 -30
right_child=1 -3 -4 6 5 -7 24 8 -10 -11 11 12 15 14 -16 26 19 18 -20 20 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-11.112867221479345 2455.3943386297683 -6.977046861415527 -15164.579868855304 1519.3315686954281 -9549.8848685604225 -118992.04986905186 135471.04077380951 4386.7672395833333 -6614.7949459180281 -151879.45648437503 8844.8140537281779 -71880.191880580358 -35624.621233258928 -116397.05730846775 -15951.210884232956 4082.9577409771127 5086.2965535542326 10987.869279185643 57560.722357791703 -3927.3840703920819 -7726.9208044535208 -47837.959990832271 52103.045199170527 6177.217873593595 14316.102939453125 32662.960424329092 -26172.219800646551 89668.678671522037 -1879.1409079757393 62896.20076821337
leaf_weight=3591056 5840 452891 830 3649 2895 22 21 45 329 40 963 28 28 31 44 71 5796 2084 169 3756 841 196 81 1504 20 154 29 83 102 206
leaf_count=3591056 5840 452891 830 3649 2895 22 21 45 329 40 963 28 28 31 44 71 5796 2084 169 3756 841 196 81 1504 20 154 29 83 102 206
internal_value=0 82.6662 1442.43 1917.3 -2614.69 -10375.3 4010.51 1005.03 -19454.2 -69150.3 3860.78 13208.6 30581.7 4053.37 -57468.8 36109.5 3048.04 7133.52 14481.4 1015.71 -2683.44 -15308.2 -232.236 8524.22 76371.1 2780.47 40200.3 44366.5 51681.4 41444.6
internal_weight=0 482748 29857 29027 9171 2917 19856 6254 414 85 19815 1585 547 1038 75 519 18230 6056 2253 12174 6378 1037 5341 1585 41 3803 491 462 391 308
internal_count=4073804 482748 29857 29027 9171 2917 19856 6254 414 85 19815 1585 547 1038 75 519 18230 6056 2253 12174 6378 1037 5341 1585 41 3803 491 462 391 308
is_linear=0
shrinkage=0.1


Tree=4131
num_leaves=31
num_cat=0
split_feature=0 1 1 6 1 7 2 4 0 4 6 6 5 6 1 1 4 0 2 6 6 4 4 4 6 6 2 3 4 6
split_gain=3.67538e+11 4.42462e+12 2.28946e+13 2.47241e+13 1.82742e+13 5.25957e+13 1.0552e+14 3.49381e+13 3.1728e+13 1.02507e+14 6.06491e+13 5.61809e+13 3.7967e+13 2.48535e+13 3.15874e+13 2.41593e+13 2.72444e+13 3.53592e+13 2.37143e+13 2.21516e+13 2.09554e+13 2.05228e+13 2.00339e+13 2.53124e+13 1.81526e+13 1.77046e+13 1.53848e+13 1.6869e+13 1.49007e+13 1.48845e+13
threshold=60.002985000000002 30.438492500000006 30.509101000000005 75.010000000000005 30.389265100000003 6.0000000000000009 3338.0000000000005 4.5000000000000009 60.042359000000012 14.500000000000002 95.045000000000016 41.285000000000004 1.5000000000000002 48.945000000000007 30.425503950000003 30.410676000000006 20.500000000000004 60.064438250000002 3338.0000000000005 78.605000000000004 69.605000000000004 16.500000000000004 18.500000000000004 19.500000000000004 56.805000000000007 30.425000000000001 3338.0000000000005 3.5000000000000004 25.500000000000004 79.710000000000022
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 4 3 -3 -2 7 19 13 9 -9 18 12 -11 -6 -15 -8 17 25 -10 24 -16 -20 29 -24 -7 -17 27 -5 -25 -13
right_child=1 2 -4 26 5 6 15 8 10 11 -12 22 -14 14 20 16 -18 -19 21 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-6.04052414630981 30.349290260235513 -3243.2262600155959 334.47514222811412 9555.2707763671879 14659.111550981572 -72363.032149832594 15441.426429517003 3636.5525142792089 -17607.413989832261 14811.27456950389 -155249.12158593751 55744.291828264511 -93487.440714285709 135077.37495659722 80242.387916666674 10382.998504759935 27580.78794316831 14918.784935461958 13269.298942149193 21402.908046875003 -48250.041974431821 -1903.3964736704029 -36718.715083451702 46887.015173791959 -148020.62384360711 -26333.892743245386 -5411.9343542447205 -40625.079785904381 -35717.533152173914 102153.85821659483
leaf_weight=3915450 74537 10220 60082 80 117 140 547 4207 595 431 25 336 35 54 30 151 184 345 1439 20 22 2343 44 432 41 1008 367 412 23 87
leaf_count=3915450 74537 10220 60082 80 117 140 547 4207 595 431 25 336 35 54 30 151 184 345 1439 20 22 2343 44 432 41 1008 367 412 23 87
internal_value=0 149.358 -435.76 -4612.79 626.891 4140.2 -9064.05 7287.51 6414.26 11411.3 62.9768 34976.3 6677.25 46435.3 81509 -2822.56 -8741.05 -13184.7 950.069 -78465.7 25880.2 3869.61 49279.3 35707.5 -89500.9 -21550.2 -20907.2 -32465.7 42711.4 65289.5
internal_weight=0 158354 71161 11079 87193 12656 2436 10220 9997 5595 4402 1388 466 223 106 2235 1688 1504 4377 201 52 3782 922 499 181 1159 859 492 455 423
internal_count=4073804 158354 71161 11079 87193 12656 2436 10220 9997 5595 4402 1388 466 223 106 2235 1688 1504 4377 201 52 3782 922 499 181 1159 859 492 455 423
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=31
num_cat=0
split_feature=0 3 1 1 4 1 2 4 6 4 6 6 4 6 3 6 6 6 4 0 6 1 4 6 6 6 3 6 4 3
split_gain=3.563e+11 1.93272e+12 1.76177e+12 1.70337e+12 5.04087e+12 3.24252e+12 1.03076e+13 4.83237e+12 6.84155e+12 2.74755e+12 2.84229e+12 2.23611e+12 2.08249e+12 2.0745e+12 2.02423e+12 1.94756e+12 2.5488e+12 2.524e+12 1.76389e+12 2.13069e+12 1.98511e+12 1.56813e+12 6.28935e+12 5.54094e+12 4.60456e+12 8.11329e+12 9.34688e+12 1.20371e+13 9.4336e+12 4.68066e+12
threshold=61.78914120000001 16.500000000000004 30.509101000000005 30.624707450000006 4.5000000000000009 33.882313700000005 14143.500000000002 3.5000000000000004 69.605000000000004 5.5000000000000009 72.020000000000024 57.715000000000011 4.5000000000000009 38.405000000000008 8.5000000000000018 46.805000000000007 48.410000000000004 37.505000000000003 1.5000000000000002 63.565651350000003 45.995000000000012 118.02765200000002 3.5000000000000004 83.010000000000005 50.795000000000009 47.805000000000007 5.5000000000000009 48.410000000000004 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 -2 4 11 6 7 -5 13 10 15 -4 -8 -9 -14 17 -17 -6 19 20 -7 -20 23 -23 25 -24 28 -28 -27 -26
right_child=1 -3 3 5 9 18 12 8 -10 -11 -12 -13 14 -15 -16 16 -18 -19 21 -21 -22 22 24 -25 29 26 27 -29 -30 -31
leaf_value=2.4783530926003303 -26916.915160156252 22802.817424858942 17683.586225237166 -7973.9828354553611 8224.5072024498459 -1928.009776842272 28245.513424479166 -5370.6996361142119 -81748.390625 -13227.555529099369 -25591.157828776042 60850.979208519348 -519.96772249661967 -31854.232087524419 31301.0482468378 51512.358984375001 12703.717716508347 -30679.356105840779 -528.13214665030728 10369.146000532672 -23626.41340705716 -4799.9405906339853 2192.2190364943754 -43527.156489132612 7628.5978704816989 -19010.436074771522 -78831.938722826089 3432.7544484105601 38512.026076722759 -22252.24135199653
leaf_weight=4045394 25 36 28 159 81 74 30 42 24 89 24 21 416 100 21 20 110 21 22628 44 98 701 1510 39 1795 106 46 29 39 54
leaf_count=4045394 25 36 28 159 81 74 30 42 24 89 24 21 416 100 21 20 110 21 22628 44 98 701 1510 39 1795 106 46 29 39 54
internal_value=0 -352.901 -382.28 -358.88 6170.42 -450.905 -6758.13 -20433.3 -32367.2 1907.64 7169.48 36183.9 2758.85 -24021.1 1009.19 10558.5 18674.3 214.888 -267.003 -9267.68 -14291.1 -194.856 1551.24 -6840.97 3286.42 -421.737 -18363 -47022.9 -3538.88 6755.93
internal_weight=0 28410 28374 28349 394 27955 792 325 166 345 256 49 467 142 437 232 130 102 27163 216 172 26947 4319 740 3579 1730 220 75 145 1849
internal_count=4073804 28410 28374 28349 394 27955 792 325 166 345 256 49 467 142 437 232 130 102 27163 216 172 26947 4319 740 3579 1730 220 75 145 1849
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 0 3 5 5 6 7 0 4 0 0 0 4 0 0 5 0 5 6 6 7 7 6 6 3 6
split_gain=3.4564e+11 2.28132e+12 1.03905e+13 2.1657e+13 1.93616e+13 2.19026e+13 1.35494e+13 1.41528e+13 1.25491e+13 1.06742e+13 1.02249e+13 1.0288e+13 1.00829e+13 1.27164e+13 9.59226e+12 2.14842e+13 1.12677e+13 1.14861e+13 1.14572e+13 9.72522e+12 9.52151e+12 1.34737e+13 1.33062e+14 1.17433e+13 1.06812e+13 9.29354e+12 9.95453e+12 2.93956e+13 5.94299e+13 9.25905e+12
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 14.500000000000002 55.046782850000007 55.055052800000006 1.5000000000000002 3.5000000000000004 3.5000000000000004 60.305000000000007 6.0000000000000009 54.998919050000005 12.500000000000002 55.039488700000007 54.998919050000005 55.030407050000001 18.500000000000004 55.080855950000007 55.055052800000006 1.5000000000000002 55.043091000000011 2.5000000000000004 59.815000000000005 34.010000000000012 6.0000000000000009 6.0000000000000009 81.02500000000002 93.050000000000011 15.500000000000002 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -8 -7 12 -12 13 -4 25 -16 18 20 29 -20 21 22 23 -18 -23 26 -5 -28 -29 -17
right_child=1 -3 3 14 5 9 8 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 19 -21 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-31.271883188680416 52.231294246576738 -230.6978164417221 16738.328514793848 17072.145991097386 -5815.3504275760133 15177.726897977407 -6533.1115705119664 -93885.932855902778 67156.855631510422 86245.858380681835 29602.470381433828 87687.067149390248 39279.701942095846 -25032.983195891207 64260.038920454543 769.21698335354358 37809.044093233002 16206.855536140883 2099.6258468191968 41515.925066784279 -16417.240659378895 -85588.249431818185 228254.95980318511 -5755.7875502496136 -13464.072047959366 -18473.53335623605 -56671.437799202133 140702.25682291665 -14900.382740162036 17489.961175722066
leaf_weight=1892492 1876644 296528 727 215 37 537 623 36 24 22 119 41 171 81 55 2023 68 242 105 155 671 22 26 687 308 490 94 30 135 396
leaf_count=1892492 1876644 296528 727 215 37 537 623 36 24 22 119 41 171 81 55 2023 68 242 105 155 671 22 26 687 308 490 94 30 135 396
internal_value=0 27.1313 67.6948 3632.75 11567.5 3123.08 -8407.54 -49247.4 -3799.64 17974.7 21049.9 44486.6 17219.5 12550.9 279.692 2122.64 1395.96 -4235.36 5650.46 25597.8 -7011.46 -1330.75 5827.68 -1832.07 -18272.4 -8816.51 1166.48 -12037.1 13391 3506.47
internal_weight=0 2.18131e+06 1.88478e+06 8140 2418 1279 720 73 647 559 1139 160 979 808 5722 4758 4703 2024 2679 260 1782 1111 781 755 330 964 474 259 165 2419
internal_count=4073804 2181312 1884784 8140 2418 1279 720 73 647 559 1139 160 979 808 5722 4758 4703 2024 2679 260 1782 1111 781 755 330 964 474 259 165 2419
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=31
num_cat=0
split_feature=4 5 2 0 1 6 0 0 0 6 6 0 1 5 1 1 1 1 0 1 0 0 2 3 1 6 6 6 6 6
split_gain=3.57347e+11 1.74015e+12 4.32049e+12 4.17854e+12 2.88141e+12 2.59287e+12 5.25535e+12 7.37969e+12 3.09784e+12 2.0297e+12 7.8702e+12 6.64421e+12 7.94714e+12 5.86764e+12 8.1016e+12 7.72208e+12 5.34631e+12 5.06634e+12 1.33758e+13 1.07732e+13 3.39021e+13 9.29858e+12 8.40094e+12 1.42474e+13 7.24794e+12 1.27598e+13 9.89269e+12 3.47262e+13 9.9778e+12 2.18669e+13
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 37.517483500000004 22.940000000000005 43.6005307 43.472751400000007 57.174562350000009 59.815000000000005 57.005000000000003 43.687280500000007 44.628646350000004 2.5000000000000004 30.323041000000003 30.084656550000002 37.978059650000013 37.488790500000007 44.739668300000005 37.425454150000007 55.883833400000007 44.878071950000013 75.000000000000014 1.5000000000000002 37.618684050000006 60.605000000000011 87.395000000000024 79.710000000000022 75.605000000000004 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 -1 6 7 -4 -8 10 -3 12 -12 15 -15 -13 -17 18 -11 21 -21 -20 23 -23 25 -19 27 28 29 -27
right_child=-2 9 5 -5 -6 -7 8 -9 -10 17 11 13 -14 14 -16 16 -18 24 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=30694.345758929427 -4.9835695979742596 443.45554025845951 -1252.8468139648439 54350.168229166666 -12920.178918087122 -868.70217616129798 874.09988370246197 73496.59259375 16050.675425908337 -50510.029501065343 90744.79250000001 52490.028365384613 4554.0427479619566 -50948.614470108703 8732.2168542793352 -22119.376164540939 128.15768052422061 -83236.259548611124 50307.642182849704 1449.5505233101223 135437.01050931492 -12785.990673828126 1909.14352047322 105146.87559988839 -647.8987818699843 -26188.500412055124 -54224.251048049926 117935.40660067472 -77594.633797554343 89410.26868164062
leaf_weight=28 3961637 57478 28 27 33 24945 1707 25 146 44 20 26 23 23 2058 124 838 27 42 69 26 20 2082 21 22112 90 40 22 23 20
leaf_count=28 3961637 57478 28 27 33 24945 1707 25 146 44 20 26 23 23 2058 124 838 27 42 69 26 20 2082 21 22112 90 40 22 23 20
internal_value=0 176.015 -524.571 21596.9 7099.6 -597.071 2957.93 34006.3 2069.88 397.458 708.648 5606.7 44642.8 5059.76 8072.6 -1286.1 -2739.51 -367.825 4096.82 5159.96 38119.8 3713.68 2791.9 47618.6 -828.403 -18807.2 -9886.29 1555.76 -17695 -5170.54
internal_weight=0 112167 26939 88 61 26851 1906 53 1853 85228 60590 3112 43 3069 2081 988 962 24638 2304 2260 95 2165 2123 41 22334 222 195 155 133 110
internal_count=4073804 112167 26939 88 61 26851 1906 53 1853 85228 60590 3112 43 3069 2081 988 962 24638 2304 2260 95 2165 2123 41 22334 222 195 155 133 110
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=31
num_cat=0
split_feature=6 0 0 7 4 1 4 6 1 5 4 4 4 3 6 0 1 1 1 4 1 6 6 1 0 6 4 6 6 1
split_gain=3.58597e+11 2.86938e+12 3.45941e+13 2.61948e+13 5.88116e+13 3.11027e+13 2.38528e+13 2.62517e+13 2.27868e+13 3.27469e+13 2.23111e+13 2.1669e+13 4.54982e+13 2.72722e+13 3.21541e+13 1.86729e+13 2.02491e+13 1.84587e+13 1.84078e+13 2.01902e+13 1.57127e+13 1.56735e+13 1.53036e+13 1.41731e+13 1.39822e+13 1.35119e+13 1.29145e+13 1.2731e+13 1.21726e+13 3.27981e+13
threshold=41.505000000000003 55.834019500000004 55.866549750000011 6.0000000000000009 23.500000000000004 37.503969450000007 24.500000000000004 38.805000000000007 37.46219940000001 1.5000000000000002 5.5000000000000009 29.500000000000004 22.500000000000004 6.5000000000000009 37.995000000000012 55.82518790000001 49.030112300000006 37.234509300000006 37.543519500000009 12.500000000000002 37.475446350000006 31.995000000000001 37.995000000000012 37.442254400000003 55.858844800000007 40.610000000000007 2.5000000000000004 37.505000000000003 33.305000000000007 37.682335600000009
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 7 -6 9 21 -5 12 20 -14 -15 -1 -17 -12 19 -7 22 -3 -10 25 -21 -19 -20 -8 29 -25
right_child=-2 2 -4 4 6 18 27 -9 11 -11 17 -13 13 14 -16 16 -18 23 26 24 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-27.462257480512324 -20.368724734838707 -8816.2085046782158 38.477704906512265 -25398.093645668032 -52997.416489053197 -1812.0003769505729 -3421.1215790192396 12209.913307698567 27150.155216145838 -32818.852801605688 -31307.903503104972 -69572.318803267044 194559.99979619565 -12269.977604166668 143537.18605769231 -12077.637747309496 470.53959046028172 31555.362723029262 15856.728623284578 -62538.561012027138 10934.921226774935 12740.403576706156 105045.9118960732 -23979.750940916114 -11668.061783138737 115901.92203125 -675.63424712672986 9272.0512555921068 18851.980779403584 18133.5660253436
leaf_weight=853479 2768799 401 422255 128 173 287 2169 96 75 199 78 22 23 27 26 2684 2469 377 493 133 385 2123 38 263 91 20 11367 1243 3258 623
leaf_count=853479 2768799 401 422255 128 173 287 2169 96 75 199 78 22 23 27 26 2684 2469 377 493 133 385 2123 38 263 91 20 11367 1243 3258 623
internal_value=0 43.2159 248.873 3932.44 8429.05 1517.05 -1057.23 -29726.4 10112.8 6236.37 15785.1 27823.7 31556.6 103626 64163.7 -63.6979 -6065.32 16926.3 -789.106 -19372.7 20558.1 9315.6 53345.2 17754.8 -41872.4 35804.6 11.5879 1203.03 16025.6 5632.66
internal_weight=0 1.305e+06 446373 24118 8428 15690 3681 269 3319 2723 4747 596 574 76 53 858632 5153 4619 12371 511 498 2524 113 4541 224 397 11860 3412 4144 886
internal_count=4073804 1305005 446373 24118 8428 15690 3681 269 3319 2723 4747 596 574 76 53 858632 5153 4619 12371 511 498 2524 113 4541 224 397 11860 3412 4144 886
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=31
num_cat=0
split_feature=6 3 6 4 6 1 7 0 0 4 0 0 0 4 0 0 1 0 0 1 1 4 2 6 0 4 1 4 5 4
split_gain=3.62253e+11 4.53303e+12 3.69933e+12 3.63454e+12 6.76661e+12 4.74844e+12 3.58434e+12 5.01099e+12 3.52402e+12 3.96612e+12 3.37968e+12 4.10381e+12 4.23771e+12 5.53725e+12 3.98157e+12 6.95692e+12 7.5532e+12 4.57774e+12 4.56166e+12 3.85906e+12 3.57744e+12 3.99283e+12 3.5704e+12 3.0217e+12 7.1684e+12 8.22508e+12 7.33236e+12 6.67126e+12 7.18606e+12 6.47285e+12
threshold=29.715000000000003 1.5000000000000002 19.050000000000004 11.500000000000002 28.980000000000004 39.908802000000009 6.0000000000000009 43.687280500000007 53.506098950000009 5.5000000000000009 43.687280500000007 56.904718250000009 59.764576050000009 3.5000000000000004 55.660117850000006 55.753967500000009 37.618684050000006 55.080855950000007 54.988402950000008 49.195555600000006 39.873894000000007 6.5000000000000009 75.000000000000014 29.015000000000004 43.6005307 4.5000000000000009 43.047633000000012 24.500000000000004 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 10 6 5 -5 -4 -8 -9 -10 -1 14 20 -14 17 16 -16 18 -12 22 -13 -22 -18 -3 25 -25 29 -26 -29 -27
right_child=-2 23 3 4 -6 -7 7 8 9 -11 11 12 13 -15 15 -17 19 -19 -20 -21 21 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=14696.394012258619 -5.5951055128734914 270.82146686941337 -1016.7141018677694 -17662.984654884258 11300.261037538112 -3025.3192564893398 -30081.582192160866 5617.3286927340332 -14408.647423707505 2782.4257714595897 1645.1447811661285 36804.057452618632 22266.7689654182 -16832.024536718753 -83002.861406249998 -2301.4304078564501 -10771.879841037327 13090.372389792226 -18253.718683984374 9193.7974308894245 1031.5709845164465 19446.692692572822 -53708.314981617652 -20622.655358886721 2578.9121448761894 102682.98623798077 -1942.5547061011905 -12800.995364515373 28197.474650930853 28982.500142045454
leaf_weight=190 3935263 105650 17938 473 164 417 88 228 421 197 1470 54 51 125 20 1056 45 326 125 39 252 221 34 24 8344 26 21 473 47 22
leaf_count=190 3935263 105650 17938 473 164 417 88 228 421 197 1470 54 51 125 20 1056 45 326 125 39 252 221 34 24 8344 26 21 473 47 22
internal_value=0 158.929 -1092.78 -1650.36 -7365.19 -10804.7 -1331.19 -7370.8 -5008.45 -8928.65 1679.26 1031.48 7932.71 -5502.26 -526.009 -5060.83 -26176.2 2292.61 85.6727 -16544.6 12419.5 9635.68 -29250.9 420.33 2183.82 29802.5 47341.7 1894.05 -9095.36 68903.6
internal_weight=0 138541 23934 19926 1054 890 18872 934 846 618 4008 3818 703 176 3115 1194 138 1921 1595 118 527 473 79 114607 8957 93 69 8864 520 48
internal_count=4073804 138541 23934 19926 1054 890 18872 934 846 618 4008 3818 703 176 3115 1194 138 1921 1595 118 527 473 79 114607 8957 93 69 8864 520 48
is_linear=0
shrinkage=0.1


Tree=4137
num_leaves=31
num_cat=0
split_feature=3 7 0 6 4 0 6 1 0 0 1 0 6 6 1 4 1 6 0 6 1 1 1 6 4 1 6 5 0 1
split_gain=3.87478e+11 9.4752e+12 1.29006e+13 1.3114e+13 1.25757e+13 2.10991e+13 3.63162e+13 5.35455e+13 1.63584e+13 3.64884e+13 1.79891e+13 1.84693e+13 4.6255e+13 2.82018e+13 1.93588e+13 1.77278e+13 1.5643e+13 5.05588e+13 1.70288e+13 1.83147e+13 1.55677e+13 1.43068e+13 1.82682e+13 1.91585e+13 1.87472e+13 2.00157e+13 1.83033e+13 2.46951e+13 1.7968e+13 1.60224e+13
threshold=1.5000000000000002 6.0000000000000009 43.6005307 70.50500000000001 4.5000000000000009 43.687280500000007 81.705000000000013 39.712886600000012 59.91832440000001 59.933037250000005 39.749243900000003 44.601833250000006 112.00500000000001 138.05000000000004 39.712886600000012 3.5000000000000004 30.330566300000005 96.050000000000011 60.01610465000001 76.00500000000001 36.049731800000011 65.574968200000015 82.918694400000007 87.015000000000015 8.5000000000000018 92.791023150000015 101.02000000000002 4.5000000000000009 52.960348700000004 82.860505900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -8 10 -10 11 12 14 -14 -5 20 18 -18 -17 -20 -11 -7 29 -24 26 -26 -25 28 -28 -23
right_child=-2 -3 3 4 5 21 7 -9 9 15 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=3731.9326818517789 -11.513754512311504 1046.642394462039 4.0859276157575746 -55889.835779508358 7813.4444282280228 -3945.7865183402328 25191.278931451612 -136663.62278645832 -57410.988088576858 20769.300245310162 -1297.5056117558468 7945.8533107820613 159513.48439453126 -8420.3207812500004 42344.141826596468 -68928.777602838018 -24165.383863015777 139818.55713315218 75318.531552734377 -31670.781952514651 -16260.437798220613 1716.8410786774746 -5856.5112356909221 41371.087389474327 4607.8460662784182 -29654.4503121421 -47395.74702435662 -62871.680485733697 32652.487966308592 21485.532881597203
leaf_weight=8539 3575470 84638 360683 157 91 23342 31 60 148 334 7444 4539 20 20 23 98 103 23 20 80 172 947 3821 258 1589 191 34 46 160 723
leaf_count=8539 3575470 84638 360683 157 91 23342 31 60 148 334 7444 4539 20 20 23 98 103 23 20 80 172 947 3821 258 1589 191 34 46 160 723
internal_value=0 82.6094 -114.622 -195.691 -1815.88 -2907.23 -36856.4 -81526.2 775.091 -11668.9 1772.41 6574.34 -21722.4 75546.6 -43337.7 -3512.49 -21776.3 5768.19 -39304.6 -10272.9 8182.12 -2708.62 1008.45 -1528.98 5729.79 931.386 22880.7 3003.52 18623.4 10275.4
internal_weight=0 498334 413696 405157 44474 31293 182 91 13181 978 12203 4759 220 40 180 830 324 126 198 100 506 31111 7769 6099 2278 1780 498 240 194 1670
internal_count=4073804 498334 413696 405157 44474 31293 182 91 13181 978 12203 4759 220 40 180 830 324 126 198 100 506 31111 7769 6099 2278 1780 498 240 194 1670
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=31
num_cat=0
split_feature=6 4 0 0 6 1 4 0 1 1 0 0 1 1 5 0 1 0 1 1 6 0 1 0 1 2 0 6 1 0
split_gain=3.48663e+11 4.73789e+12 1.07825e+13 2.50283e+13 2.06127e+13 1.62051e+13 1.14143e+13 1.27977e+13 1.9615e+13 2.23404e+13 1.54525e+13 1.21371e+13 1.13254e+13 1.5161e+13 1.03478e+13 1.25748e+13 1.0103e+13 1.12119e+13 1.01155e+13 2.59828e+13 1.53217e+13 1.53068e+13 3.60251e+13 3.71516e+13 2.65623e+13 2.50979e+13 9.72828e+13 5.06563e+13 5.93579e+13 7.16012e+13
threshold=46.010000000000012 17.500000000000004 45.040161900000008 45.029425500000009 44.820000000000007 39.105193450000009 21.500000000000004 55.034466500000008 82.956351500000011 82.95992385000001 54.988402950000008 55.061158000000006 38.97264950000001 38.958307950000012 1.5000000000000002 54.973017600000006 30.157841000000001 60.064438250000002 82.901648750000021 82.92647190000001 39.355000000000011 55.667390500000003 37.401708450000008 55.60524465000001 37.702956500000006 75.000000000000014 55.775215600000003 36.405000000000008 37.534144550000008 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 16 11 14 -10 13 -5 -4 -16 17 -9 21 -20 -21 22 -18 -24 -25 26 27 -23 -29 -30
right_child=-2 2 6 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 20 -22 25 23 24 -26 -27 -28 28 29 -31
leaf_value=-101.64238271669524 26.507692712662859 -351.62778145541847 1711.924016927127 -5845.8742438851532 -31182.534128423984 -20077.16950096684 -20.28480999909829 10718.837636457172 -31959.332760513837 -3754.9819042760887 9327.6885191578313 44321.621555397731 924.48868453184105 -53307.171355551865 10549.064106810014 -22603.013430660027 19221.330892332069 73468.30969075521 28674.927521050351 16711.026364523354 -2381.8461243324323 -6155.4226374800492 -2850.1812330005964 -38945.194621245129 -4844.2107404870176 394.82021062714364 -2893.1899390754952 837.30699665786778 38190.104927518078 120972.97850569387
leaf_weight=1548016 2237135 15686 35569 237 406 703 164314 560 402 3663 3234 22 1669 94 2102 121 638 30 450 559 1694 372 6445 529 402 44335 3020 367 912 118
leaf_count=1548016 2237135 15686 35569 237 406 703 164314 560 402 3663 3234 22 1669 94 2102 121 638 30 450 559 1694 372 6445 529 402 44335 3020 367 912 118
internal_value=0 -32.2874 339.656 -1976.24 -10173 -7017.25 500.953 1312.43 434.342 -6270.39 2693.32 -28001.4 -2426.69 -19324.3 2125.6 8744.57 887.788 13909.5 759.401 6737.08 2355.36 476.618 -3575.69 -5547.56 -24220.6 1137.7 8015.08 26637.5 35369.7 47674
internal_weight=0 1.83667e+06 288653 18795 3109 2703 269858 105544 64518 4087 41026 424 2000 331 37792 2223 60431 590 59841 2703 2253 57138 8014 7376 931 49124 4789 1769 1397 1030
internal_count=4073804 1836669 288653 18795 3109 2703 269858 105544 64518 4087 41026 424 2000 331 37792 2223 60431 590 59841 2703 2253 57138 8014 7376 931 49124 4789 1769 1397 1030
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=31
num_cat=0
split_feature=4 0 6 6 1 5 3 4 1 1 5 1 4 4 3 5 4 6 3 3 4 3 4 4 1 6 4 6 0 1
split_gain=4.0439e+11 3.93611e+12 9.841e+12 2.86234e+13 4.03493e+13 5.29095e+13 5.83454e+13 4.78893e+13 2.45641e+13 2.93054e+13 2.31884e+13 2.77359e+13 2.48917e+13 6.88437e+13 6.32536e+13 2.22603e+13 2.16228e+13 2.13005e+13 7.78759e+13 4.49331e+13 3.22551e+13 2.71478e+13 2.65683e+13 1.929e+13 3.34849e+13 2.41806e+13 2.20861e+13 2.1342e+13 2.43124e+13 1.70568e+13
threshold=10.500000000000002 43.6005307 50.010000000000012 47.420000000000009 39.723160900000003 1.5000000000000002 5.5000000000000009 12.500000000000002 39.939672500000007 39.908802000000009 1.5000000000000002 39.735861600000007 15.500000000000002 17.500000000000004 7.5000000000000009 2.5000000000000004 11.500000000000002 46.805000000000007 4.5000000000000009 11.500000000000002 15.500000000000002 10.500000000000002 13.500000000000002 15.500000000000002 39.777866350000004 27.215000000000003 11.500000000000002 38.805000000000007 43.550475500000012 39.763755750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 15 -6 -12 -13 -14 -15 17 29 23 -19 21 -21 22 -20 24 25 -2 -27 -26 -29 -4
right_child=1 -3 16 4 10 7 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=24.38092886015081 -44995.346778340732 -57.02970448583801 50489.799548695388 268049.15696022729 -1599.8700001227787 135925.8621603261 68597.471554288 -35021.73193530702 14384.528063767859 -31030.516009100553 -35727.513345739979 24595.784514322921 187010.89130608976 -128257.21957031252 98444.238378906259 105226.78664062501 -1812.4459766519385 139811.65401785713 -135570.57139423079 98637.761079545468 -76830.155000000013 -185887.04032258067 11975.98250679348 -7873.3934266024562 -151.94526139076311 -19976.27407858456 34494.679664186406 -93495.823444010428 31521.748995535716 8278.5121073838181
leaf_weight=2547999 49 1510222 103 22 517 23 44 57 1007 348 53 225 39 20 32 20 9548 21 26 22 20 31 23 1014 198 85 599 60 21 1356
leaf_count=2547999 49 1510222 103 22 517 23 44 57 1007 348 53 225 39 20 32 20 9548 21 26 22 20 31 23 1014 198 85 599 60 21 1356
internal_value=0 -40.7146 1540.46 5437.95 20094.3 68804.3 135081 14125.7 1170.09 -4075.06 12067.6 31216.8 42444.8 86576.9 11251.4 210.225 -79.8694 -758.116 -38058.8 -68675.9 15081.6 -112649 -66314 1874.66 11642 22864.3 27725.6 -17841.9 -61083.9 11258.5
internal_weight=0 1.5258e+06 15583 4576 1032 146 66 80 3544 2537 886 369 316 91 52 2189 11007 2169 143 122 42 80 49 2026 1012 733 684 279 81 1459
internal_count=4073804 1525805 15583 4576 1032 146 66 80 3544 2537 886 369 316 91 52 2189 11007 2169 143 122 42 80 49 2026 1012 733 684 279 81 1459
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=31
num_cat=0
split_feature=0 1 4 4 4 6 6 1 0 3 6 1 3 6 4 1 3 4 7 1 0 3 6 4 6 6 5 6 6 3
split_gain=3.98119e+11 4.84126e+12 1.75162e+13 2.45897e+13 3.75195e+13 6.75608e+13 5.43296e+13 3.56509e+13 2.48016e+13 4.77818e+13 4.74291e+13 4.17229e+13 4.71866e+13 3.57953e+13 3.42323e+13 2.52575e+13 6.1786e+13 2.20432e+13 3.32858e+13 5.08136e+13 4.63325e+13 3.27737e+13 2.10174e+14 3.32662e+13 5.91827e+13 3.15508e+13 2.83715e+13 5.00474e+13 8.76694e+13 2.48659e+13
threshold=43.687280500000007 39.723160900000003 20.500000000000004 14.500000000000002 12.500000000000002 99.050000000000011 37.310000000000009 39.718675700000013 43.6005307 11.500000000000002 106.49500000000002 39.712886600000012 1.5000000000000002 92.02500000000002 19.500000000000004 39.718675700000013 10.500000000000002 6.5000000000000009 6.0000000000000009 39.718675700000013 43.6005307 3.5000000000000004 98.020000000000024 9.5000000000000018 70.50500000000001 55.405000000000008 2.5000000000000004 91.02500000000002 73.995000000000019 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 17 6 7 -6 9 10 -5 13 -13 -10 15 -14 -17 -1 19 20 25 22 -21 24 -23 -19 29 28 -28 -20
right_child=-2 -3 -4 8 5 -7 -8 -9 11 -11 -12 12 14 -15 -16 16 -18 18 26 21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=623.01440656625562 4.8524712532146275 100.74669318759261 16390.12911936743 -19939.765695333277 1423.8368963406172 -112393.53702423879 34730.091887849427 -88996.932268415185 -15636.573201665189 -71577.023666057183 114030.80086495537 -110887.76243489583 12010.559651011703 -148991.13284970238 161186.68257812501 5694.8116383272063 227201.83093750002 161912.47848557692 -5044.2419297891502 -25349.185956320751 -6591.5028575096649 -40859.81351263231 275610.48100000003 -21028.533505398413 -134619.25471588844 26556.15132865158 14323.452388392858 -39994.395413306454 259509.35887500003 48109.089279203872
leaf_weight=7261 3977958 81175 507 470 197 39 781 56 485 188 28 24 239 21 20 34 20 26 544 323 2311 310 25 429 86 51 35 31 25 105
leaf_count=7261 3977958 81175 507 470 197 39 781 56 485 188 28 24 239 21 20 34 20 26 544 323 2311 310 25 429 86 51 35 31 25 105
internal_value=0 -201.395 -1873.15 -2526.89 -1077.45 16810.4 21683.6 -18590.2 -14504.4 -28622.9 -12407.3 -3015.35 24245.1 -21171.1 34606.8 25966.5 87734.4 -2737.51 -8410.79 -12421.1 -4048.94 -29465.1 -3728.52 -40321.3 -61221.7 72260.9 10887.3 63178.3 116484 3555.3
internal_weight=0 95846 14671 14164 12635 1073 1034 253 1529 686 498 843 337 506 313 293 54 11562 4301 3561 2388 1173 348 825 396 77 740 91 60 649
internal_count=4073804 95846 14671 14164 12635 1073 1034 253 1529 686 498 843 337 506 313 293 54 11562 4301 3561 2388 1173 348 825 396 77 740 91 60 649
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=31
num_cat=0
split_feature=0 4 3 6 1 3 4 3 6 4 1 6 6 6 6 6 5 3 5 6 6 6 6 6 3 6 6 4 3 3
split_gain=3.81521e+11 2.16945e+12 2.51243e+12 1.97446e+12 1.97297e+12 5.15509e+12 7.69586e+12 4.68465e+12 1.52827e+13 1.35534e+13 1.29997e+13 8.37556e+12 8.37487e+12 8.13795e+12 1.39135e+13 7.17442e+12 1.0886e+13 1.12499e+13 7.13997e+12 5.8063e+12 1.25849e+13 4.58057e+12 4.27806e+12 3.03825e+12 3.02798e+12 4.44692e+12 2.48185e+12 1.8392e+13 1.96675e+13 9.89865e+12
threshold=42.965693300000005 17.500000000000004 4.5000000000000009 54.410000000000004 47.504912950000005 10.500000000000002 12.500000000000002 4.5000000000000009 88.825000000000003 4.5000000000000009 47.256487700000001 76.605000000000004 116.05000000000001 62.995000000000012 59.815000000000005 104.01000000000001 2.5000000000000004 5.5000000000000009 3.5000000000000004 54.990000000000002 52.990000000000002 64.805000000000021 79.710000000000022 93.050000000000011 6.5000000000000009 82.00500000000001 138.05000000000004 8.5000000000000018 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 4 -3 -4 5 6 7 8 21 -10 -11 13 15 14 19 16 24 -18 -12 20 -9 -1 -7 -8 -13 -26 -6 28 -28 -29
right_child=-2 2 3 -5 26 22 23 11 9 10 18 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-2027.0620289415472 1.9037795310511638 -13239.967034646739 46562.13013822116 10985.783703926283 -1183.7771239497404 1344.1653273809525 20437.233383413462 -754.58599175347229 24608.160431985296 -106567.32147042413 -45888.304774798773 27835.566807432435 -9680.2446438029656 -20596.133798452527 65938.271217105255 84540.777669270843 49497.073911830361 -29672.292929687505 16863.585234375001 -31131.193191661005 79596.870028409103 12931.397855762349 -61083.348879076089 71577.702306547624 30729.739151278412 89515.973606035797 47761.449247472425 -2715.8771189563681 -39849.380926983176 50833.46635495581
leaf_weight=599 4058099 23 26 39 13515 21 26 171 34 28 66 37 59 130 38 24 28 50 25 46 22 311 23 21 22 31 34 53 104 99
leaf_count=599 4058099 23 26 39 13515 21 26 171 34 28 66 37 59 130 38 24 28 50 25 46 22 311 23 21 22 31 34 53 104 99
internal_value=0 -491.928 15165.2 25216.3 -580.154 2522.27 3363.71 2273.41 -1831.41 -31073.5 -46982.6 8904.76 23271.4 44.764 9731.83 33397.1 26090.9 -1252.52 -28648.8 795.239 8404.65 3085.11 -31288.4 43287.2 49788.5 65114.1 -987.369 8165.95 -18264.1 32161.7
internal_weight=0 15705 88 65 15617 1812 1768 1721 1063 153 119 658 251 407 277 192 168 78 91 239 193 910 44 47 90 53 13805 290 138 152
internal_count=4073804 15705 88 65 15617 1812 1768 1721 1063 153 119 658 251 407 277 192 168 78 91 239 193 910 44 47 90 53 13805 290 138 152
is_linear=0
shrinkage=0.1


Tree=4142
num_leaves=31
num_cat=0
split_feature=6 0 0 5 4 4 1 1 3 6 1 4 0 1 1 4 1 6 6 5 0 3 6 4 1 1 5 6 4 4
split_gain=3.7523e+11 2.01004e+12 5.53655e+12 3.07187e+12 7.25477e+12 2.69792e+12 4.75391e+12 4.23906e+12 9.40161e+12 3.83645e+12 3.15679e+12 3.01397e+12 4.00422e+12 3.21948e+12 7.10666e+12 6.59265e+12 4.97568e+12 4.50352e+12 2.76399e+12 9.20311e+12 7.61692e+12 5.06271e+12 2.5255e+12 3.12192e+12 4.44256e+12 4.30411e+12 2.51479e+12 5.39608e+12 4.50213e+12 6.84654e+12
threshold=28.005000000000006 59.848366150000011 59.898927250000007 3.5000000000000004 5.5000000000000009 5.5000000000000009 33.882313700000005 118.02765200000002 4.5000000000000009 27.215000000000003 30.226173900000003 23.500000000000004 60.034792100000011 30.345769800000003 30.362494150000003 17.500000000000004 30.315889700000003 15.450000000000001 21.020000000000003 1.5000000000000002 59.950512650000007 1.5000000000000002 25.305000000000003 4.5000000000000009 30.472130500000002 30.330566300000005 2.5000000000000004 26.495000000000001 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 26 -3 5 -5 6 9 10 -9 18 -7 13 -13 15 -15 17 -17 -12 19 20 21 -4 -20 24 -24 -25 -1 28 29 -28
right_child=-2 2 3 4 -6 7 -8 8 -10 -11 11 12 -14 14 -16 16 -18 -19 22 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=357.08108291751523 -4.8235377768902552 -12771.740781251441 -7848.613398437501 -61640.610633263226 16384.499604936082 -20492.120766113283 -827.56123162452207 -12744.485803552576 60671.774905303027 -10256.600781250001 -49628.03620923913 20133.631008660988 -457.84729022888479 40521.564430638362 -3326.5748550775661 -20240.793520220588 -81274.483522727271 -3685.5436144398841 31914.101437279485 57514.466686503089 20928.433218544407 -72858.343104619576 -29245.02584043561 64867.735852050784 29591.511440313436 10280.495480816182 -5569.723847975687 -44090.242126464844 -5348.9061093347482 20585.762914779338
leaf_weight=94226 3973435 424 25 26 22 100 940 37 33 66 23 122 418 38 1354 34 22 295 124 24 38 23 33 20 21 52 214 32 1395 188
leaf_count=94226 3973435 424 25 26 22 100 940 37 33 66 23 122 418 38 1354 34 22 295 124 24 38 23 33 20 21 52 214 32 1395 188
internal_value=0 190.956 -1920.7 -737.964 -25879.1 -423.863 3143.82 -2392.14 21866 11906.9 -3097.9 -2343.6 4194.3 -4342.73 -2129.57 -12580 -44218.3 -7008.43 15970.3 2760.64 -12519.5 -38999.1 21782.5 11811.7 -6364.15 25443.6 285.794 -3386.77 -2661.95 6662.2
internal_weight=0 100369 4314 3890 48 3842 1366 2476 70 426 2406 2306 540 1766 1392 374 56 318 360 110 86 48 250 126 54 72 96055 1829 1797 402
internal_count=4073804 100369 4314 3890 48 3842 1366 2476 70 426 2406 2306 540 1766 1392 374 56 318 360 110 86 48 250 126 54 72 96055 1829 1797 402
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=31
num_cat=0
split_feature=0 7 6 0 4 1 6 0 1 0 6 1 0 3 0 0 1 4 1 4 0 1 4 4 0 1 1 1 6 6
split_gain=3.61174e+11 5.41617e+12 1.28484e+13 2.10162e+13 2.88332e+13 2.90327e+13 2.51434e+13 2.31856e+13 2.40647e+13 1.76515e+13 1.50337e+13 2.04539e+13 2.5868e+13 1.63487e+13 1.37871e+13 2.52439e+13 2.21697e+13 1.27534e+13 1.26333e+13 1.18341e+13 1.41427e+13 1.12209e+13 1.34041e+13 1.10098e+13 3.69384e+13 1.84956e+13 1.73141e+13 1.83117e+13 3.9889e+13 6.18734e+13
threshold=45.073441650000007 6.0000000000000009 64.805000000000021 45.001720900000002 17.500000000000004 38.977585500000011 60.305000000000007 45.055912800000009 41.912736000000002 45.022979600000006 47.805000000000007 38.948208550000011 45.022979600000006 9.5000000000000018 45.040161900000008 45.022979600000006 38.927872750000006 3.5000000000000004 38.927872750000006 23.500000000000004 43.6005307 39.079932600000006 21.500000000000004 19.500000000000004 45.055912800000009 37.318079750000003 38.011626600000007 38.97264950000001 103.03500000000001 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 3 19 5 10 7 8 -7 21 -5 14 -13 -14 15 -12 -16 -4 -17 -3 -21 22 -6 24 26 -25 -19 28 -28 -30
right_child=-2 2 17 4 9 6 -8 -9 -10 -11 11 12 13 -15 16 18 -18 23 -20 20 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=230.94903616926996 -10.715028547488268 -191.0357588173128 -10925.753470713727 -11762.170718621128 -30835.510760319899 -9133.680168147821 -22977.054409504624 5929.9459505033756 12191.806928031554 1461.0621489908447 -12062.322185496796 -131861.52467237905 -45720.683391634819 11525.391664252847 -30.931264806676797 17758.330859375001 -66832.926934018353 -7416.8774235670135 127572.04041193181 -27664.096102941177 15112.513801510235 -2918.2745754791222 -6117.2115004044354 68651.297352430556 20134.637728648715 -3316.9294312500156 7655.8896163155214 1899.9416061727252 100423.618359375 -71409.091135817318
leaf_weight=392688 3606732 28249 829 1633 394 4538 695 2051 599 9288 156 31 323 59 108 20 92 1881 22 85 852 1514 495 36 1152 4429 719 14000 108 26
leaf_count=392688 3606732 28249 829 1633 394 4538 695 2051 599 9288 156 31 323 59 108 20 92 1881 22 85 852 1514 495 36 1152 4429 719 14000 108 26
internal_value=0 82.7415 -699.676 -1583.95 -3916.46 -7766.78 -4814.47 -3058.35 -6647.02 -515.365 -17289.3 -28418.5 -44008.5 -36879 -12241.1 6464.79 -30759.8 1253.67 75279.8 175.695 11232 -8154.59 -17072.2 1705.41 2814.31 -2736.67 1621.95 2766.64 16991.4 67082.9
internal_weight=0 467072 74384 51204 22018 10327 7883 7188 5137 11691 2444 811 413 382 398 198 200 23180 42 29186 937 2403 889 22351 17886 4465 16734 14853 853 134
internal_count=4073804 467072 74384 51204 22018 10327 7883 7188 5137 11691 2444 811 413 382 398 198 200 23180 42 29186 937 2403 889 22351 17886 4465 16734 14853 853 134
is_linear=0
shrinkage=0.1


Tree=4144
num_leaves=31
num_cat=0
split_feature=0 6 6 6 1 2 4 7 3 3 0 6 4 5 1 4 1 4 1 3 4 4 6 3 3 4 3 1 1 4
split_gain=4.3187e+11 3.39388e+12 5.97597e+12 1.56559e+13 1.90978e+13 1.99956e+13 1.76769e+13 1.74078e+13 3.03925e+13 2.48709e+13 1.79177e+13 1.78229e+13 1.71746e+13 1.47492e+13 2.34075e+13 2.8754e+13 1.35662e+13 1.32251e+13 1.23927e+13 9.72757e+12 8.39714e+12 7.08417e+12 1.63897e+13 2.19478e+13 2.36287e+13 1.45708e+13 7.58106e+12 8.04142e+12 5.61643e+12 8.38304e+12
threshold=43.472751400000007 125.02000000000002 116.05000000000001 118.04500000000002 47.504912950000005 9613.5000000000018 7.5000000000000009 6.0000000000000009 8.5000000000000018 2.5000000000000004 42.965693300000005 120.05000000000001 9.5000000000000018 3.5000000000000004 47.504912950000005 6.5000000000000009 45.71452080000001 11.500000000000002 45.71452080000001 10.500000000000002 11.500000000000002 7.5000000000000009 120.05000000000001 6.5000000000000009 4.5000000000000009 11.500000000000002 5.5000000000000009 47.504912950000005 42.186961750000002 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 6 -4 8 9 10 -5 18 -6 14 15 -11 -17 -8 -12 -10 -14 -9 23 24 -23 -25 27 -24 29 -3
right_child=-2 28 3 7 12 -7 17 21 19 13 11 -13 20 -15 -16 16 -18 -19 -20 -21 -22 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-309.03529724531182 3.5279095448209143 -21036.470655616555 -150072.5909375 33782.4375 83948.238950892861 19730.544965277779 -2948.3614415322581 -11879.7858203125 -103964.79347747093 -9641.6646882233799 -149337.41074218749 -646.56076108870968 -72002.665699404766 -24426.868012791056 -12320.449211379717 172685.669921875 69355.582986111112 -88223.472818270602 -52929.21361979167 -31149.346435546875 10445.407988281251 43802.132765151517 6892.6500000000005 -39003.279841308591 177595.06749378552 64366.195468750004 18463.952524771343 -76003.421004971591 2140.2368445448697 32691.109878472223
leaf_weight=44583 4026531 37 25 26 21 27 31 70 43 27 24 31 21 51 53 24 27 44 30 32 30 33 25 30 22 25 82 22 1642 135
leaf_count=44583 4026531 37 25 26 21 27 31 70 43 27 24 31 21 51 53 24 27 44 30 32 30 33 25 30 22 25 82 22 1642 135
internal_value=0 -300.494 -469.752 -8649.25 -33307 -56632.5 -77250.5 -1401.25 -16095 -1555.28 -38861.9 -61082.6 7836.38 21197.7 38959.9 73804.3 117982 -52976.4 -95777.3 -72896.9 -23503.8 16098.1 24292.5 52651.1 97319.3 7982.85 110.737 -31909.8 3941.14 21133.4
internal_weight=0 47273 45459 876 199 127 100 677 368 293 111 85 72 182 131 78 51 75 54 75 51 309 239 110 55 55 129 47 1814 172
internal_count=4073804 47273 45459 876 199 127 100 677 368 293 111 85 72 182 131 78 51 75 54 75 51 309 239 110 55 55 129 47 1814 172
is_linear=0
shrinkage=0.1


Tree=4145
num_leaves=31
num_cat=0
split_feature=0 0 2 3 4 6 6 6 6 1 3 1 0 1 1 4 6 1 4 6 6 6 0 3 6 4 1 6 0 3
split_gain=3.618e+11 4.62615e+12 6.85341e+13 1.57237e+13 2.73414e+13 6.99001e+13 5.33564e+13 2.25492e+13 4.34468e+13 4.67644e+13 4.1765e+13 2.55995e+13 2.26226e+13 2.26456e+13 2.23948e+13 1.89648e+13 1.78157e+13 1.9456e+13 4.77941e+13 3.25208e+13 2.24766e+13 2.48508e+13 2.05026e+13 1.65265e+13 1.60315e+13 2.07064e+13 3.46419e+13 1.56568e+13 4.52328e+13 3.08711e+13
threshold=56.067362750000008 55.876067900000002 5261.5000000000009 5.5000000000000009 6.5000000000000009 79.015000000000015 103.03500000000001 91.02500000000002 98.020000000000024 38.011626600000007 3.5000000000000004 92.90968070000001 55.897267000000006 37.682335600000009 37.649344350000007 17.500000000000004 90.045000000000016 37.131181300000009 20.500000000000004 59.505000000000003 70.50500000000001 74.615000000000009 56.041614100000011 1.5000000000000002 90.045000000000016 16.500000000000004 37.71815560000001 91.02500000000002 55.93962770000001 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 7 5 -5 -7 24 9 10 15 -11 13 -12 -14 23 17 18 20 -20 -6 -22 -23 -9 -3 26 -26 28 -18 -30
right_child=-2 2 -4 4 16 6 -8 8 -10 11 12 -13 14 -15 -16 -17 27 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=12.422181958101106 48.545853512468966 -1126.1352567567694 -43344.43201294764 7194.7305960432222 29448.256737524556 251246.89320652175 43978.733391203707 -76347.478151506701 -1433.6774220858542 17781.257737714917 -85150.304599056602 -41263.229314279088 9762.4854587461887 -205840.79509943182 -74340.240200651984 21020.601210937501 63238.646556794236 -106.41197135264781 -47917.299172926687 13900.412658933932 -34360.738547877263 45812.332056124709 -58343.203643002722 -21176.434346348789 140778.57253787879 -18883.796807650862 18784.379333959652 4794.3426345821199 50806.309644586268 -28578.225602007518
leaf_weight=2790408 1115010 82978 373 201 855 23 27 70 2061 269 53 101 41 22 139 80 178 75845 195 151 133 106 23 242 33 58 79 3821 71 158
leaf_count=2790408 1115010 82978 373 201 855 23 27 70 2061 269 53 101 41 22 139 80 178 75845 195 151 133 106 23 242 33 58 79 3821 71 158
internal_value=0 -18.2943 -527.313 -432.256 561.05 33514.9 139322 -1374.42 -9779.44 -26692.5 -42908.6 1663.71 -74409.8 -120553 -55183.5 -22416.8 459.605 113.918 11536.3 -20939 21595.8 -4029.64 27242 -33554.6 -1063.29 29614.1 54729.1 6780.4 25426 -3965.55
internal_weight=0 2.95879e+06 168386 168013 81787 251 50 86226 3078 1017 647 370 255 75 180 392 81536 77308 1463 346 1117 262 129 312 83148 170 112 4228 407 229
internal_count=4073804 2958794 168386 168013 81787 251 50 86226 3078 1017 647 370 255 75 180 392 81536 77308 1463 346 1117 262 129 312 83148 170 112 4228 407 229
is_linear=0
shrinkage=0.1


Tree=4146
num_leaves=31
num_cat=0
split_feature=1 6 0 3 6 1 2 0 0 0 0 0 6 4 4 4 3 7 4 0 6 6 1 4 6 1 6 5 6 5
split_gain=4.23876e+11 3.67305e+12 4.28835e+12 7.95789e+12 8.81788e+12 7.52307e+12 7.35303e+12 1.34681e+13 1.36299e+13 1.44129e+13 1.17903e+13 1.98852e+13 9.06451e+12 7.72706e+12 6.95029e+12 1.55149e+13 6.69067e+12 5.88907e+12 1.70665e+13 2.08098e+13 1.46704e+13 1.03215e+13 9.209e+12 1.01522e+13 8.2536e+12 7.37421e+12 6.04347e+12 1.47594e+13 5.51573e+12 5.44842e+12
threshold=91.292296250000007 38.405000000000008 56.105603650000006 1.5000000000000002 114.05000000000001 92.865667950000017 5325.0000000000009 56.128722100000005 56.228352100000002 56.288960650000007 56.342669500000007 56.638205000000006 58.755000000000003 9.5000000000000018 8.5000000000000018 15.500000000000002 1.5000000000000002 6.0000000000000009 11.500000000000002 56.128722100000005 61.805000000000007 94.02500000000002 94.478249850000012 7.5000000000000009 43.205000000000005 92.948588300000011 81.02500000000002 2.5000000000000004 80.030000000000015 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 16 4 -4 14 17 -8 12 -10 13 -12 -9 -11 -5 -16 -3 18 19 22 -20 24 23 -7 -19 -26 27 -25 -14 -18
right_child=1 2 3 5 -6 6 7 8 9 10 11 -13 28 -15 15 -17 29 21 20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-6.1376367937727014 -793.79410198039477 -1389.7397640846768 4375.1872693103815 -3447.4643395375397 -49244.216251890124 26029.052087476328 -58469.43507812501 2653.1630984153689 -16978.109561644662 11441.373913568048 -44735.516302264179 -1450.4432518466217 24920.705158470621 -23898.36669034091 40053.250896344864 -4272.5727966718223 1037.35177157064 10132.381919498486 -14314.728636297876 -16414.702257802866 -50509.308462834015 62128.546394230776 -52676.396181955643 -3792.2936929391058 -11368.187058923357 4467.5162127973699 -14990.190640430534 16837.089944924162 -14964.050107935855 50809.139914772735
leaf_weight=3931467 30969 13057 2885 236 31 165 40 631 576 989 108 6142 396 66 168 149 80305 459 594 950 138 26 31 1181 797 466 231 491 38 22
leaf_count=3931467 30969 13057 2885 236 31 165 40 631 576 989 108 6142 396 66 168 149 80305 459 594 950 138 26 31 1181 797 466 231 491 38 22
internal_value=0 169.527 437.405 -976.623 3805.16 -1902.01 -2338.14 -572.656 -313.784 -1748.66 -547.821 -2198.41 10304.3 9230.55 9545.63 19218.7 709.72 -5207.5 -7426.55 -4134.66 -21138.3 -407.596 1423.25 2234.22 -1351.81 -5525.4 171.087 2265.74 21428.5 1050.98
internal_weight=0 142337 111368 17984 2916 15068 14515 8986 8946 7881 7305 6250 1065 1055 553 317 93384 5529 3781 3049 732 1748 2099 2068 1722 1263 1903 1672 434 80327
internal_count=4073804 142337 111368 17984 2916 15068 14515 8986 8946 7881 7305 6250 1065 1055 553 317 93384 5529 3781 3049 732 1748 2099 2068 1722 1263 1903 1672 434 80327
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=31
num_cat=0
split_feature=6 0 0 4 0 5 0 1 1 6 6 4 4 4 1 4 4 3 1 6 6 4 6 3 6 4 6 6 0 6
split_gain=3.9144e+11 2.69589e+12 8.36896e+12 9.74558e+12 9.4174e+12 1.187e+13 1.02785e+13 8.25799e+12 1.10346e+13 1.02935e+13 1.71463e+13 1.12065e+13 1.06936e+13 8.62664e+12 8.00544e+12 9.40373e+12 9.06649e+12 1.26912e+13 7.09399e+12 1.14798e+13 1.27082e+13 9.84358e+12 1.73342e+13 1.91191e+13 1.48172e+13 1.31022e+13 8.35548e+12 1.02171e+13 6.51583e+12 6.12956e+12
threshold=34.010000000000012 47.207933300000008 45.053967500000006 23.500000000000004 45.00849250000001 2.5000000000000004 45.036141150000006 38.91194105000001 39.939672500000007 28.005000000000006 28.980000000000004 4.5000000000000009 15.500000000000002 5.5000000000000009 39.135518400000002 5.5000000000000009 18.500000000000004 5.5000000000000009 40.024897700000004 21.020000000000003 22.940000000000005 6.5000000000000009 33.805000000000007 4.5000000000000009 33.005000000000003 9.5000000000000018 31.005000000000006 32.515000000000008 47.267650700000011 28.005000000000006
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 4 -4 7 -6 -7 13 9 14 11 -11 -13 -1 -9 -16 -17 -18 19 -10 -21 22 23 29 25 -23 -27 -28 -3 -22
right_child=-2 28 3 -5 5 6 -8 8 18 10 -12 12 -14 -15 15 16 17 -19 -20 20 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=942.87174601583274 -12.260449921249098 -2240.5496991188338 2257.2524910808961 -9087.0095613690464 -2764.128073430983 7611.9016776842955 88783.156640625006 10115.149002637756 -49105.225868389425 88650.789376183719 5040.3656934165938 12033.70409296875 81431.841348379632 -5479.0858786820181 -6104.8109247971261 6561.0126576372586 12749.817527173915 -93488.791086647732 179.20586203951206 52593.015842013891 1308.0820151901246 -58551.852359647528 49011.08218615302 78414.497359375004 -91996.530847167975 57927.260375000005 -57090.274609375003 37525.494345238098 53.105098017309061 -17295.206117546113
leaf_weight=4619 3522711 12724 28431 778 12497 39 26 613 65 33 8123 125 27 3823 2248 1158 23 22 9114 36 280 43 58 25 32 25 25 21 465578 482
leaf_count=4619 3522711 12724 28431 778 12497 39 26 613 65 33 8123 125 27 3823 2248 1158 23 22 9114 36 280 43 58 25 32 25 25 21 465578 482
internal_value=0 78.3716 645.33 1955.09 -232.482 -2542.44 40080.4 702.967 1700.66 3708.56 5725.96 35828.9 24361 -1965.34 -415.572 -2286.14 4849.66 -39189.1 -733.381 -8349.97 -5770.53 -7890.7 -3747.95 -7636.17 -31867.5 -14989.2 11393.8 -13896.1 -7.91171 -10459.4
internal_weight=0 551093 72791 29209 43582 12562 65 31020 22578 12372 8308 185 152 8442 4064 3451 1203 45 10206 1092 1027 991 845 787 146 114 71 46 478302 762
internal_count=4073804 551093 72791 29209 43582 12562 65 31020 22578 12372 8308 185 152 8442 4064 3451 1203 45 10206 1092 1027 991 845 787 146 114 71 46 478302 762
is_linear=0
shrinkage=0.1


Tree=4148
num_leaves=31
num_cat=0
split_feature=0 0 6 5 4 1 3 4 4 7 6 4 6 1 1 6 3 6 6 1 1 6 3 4 6 3 4 1 6 6
split_gain=4.05752e+11 4.42707e+12 1.18695e+13 1.445e+13 2.59371e+13 4.11514e+13 3.33845e+13 4.74892e+13 2.46893e+13 2.35751e+13 1.87124e+13 3.57027e+13 4.75609e+13 4.09397e+13 8.93501e+13 4.92177e+13 2.06759e+13 1.98161e+13 6.53276e+13 3.55257e+13 2.3352e+13 1.81895e+13 2.13435e+13 2.20394e+13 1.75644e+13 2.30443e+13 2.08359e+13 2.70799e+13 2.61346e+13 1.09568e+14
threshold=43.687280500000007 43.6005307 36.605000000000011 2.5000000000000004 6.5000000000000009 39.749243900000003 8.5000000000000018 19.500000000000004 10.500000000000002 6.0000000000000009 63.140000000000008 4.5000000000000009 82.905000000000015 39.723160900000003 39.749243900000003 128.05000000000004 4.5000000000000009 80.720000000000013 69.605000000000004 40.024897700000004 39.718675700000013 95.045000000000016 2.5000000000000004 7.5000000000000009 88.825000000000003 3.5000000000000004 13.500000000000002 39.749243900000003 59.815000000000005 56.805000000000007
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 21 10 6 7 9 -8 -6 -5 17 -13 15 16 -14 -15 18 -12 20 -20 24 -23 -24 26 -26 28 -28 29 -4
right_child=-2 2 3 4 5 -7 8 -9 -10 -11 11 12 13 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=104.5599341913305 4.8987702932629063 2477.4393122779443 -3816.1639411032338 -24902.524207933646 18456.373314484837 -41360.299402043274 -75970.993982712767 135534.2401542468 1823.9107059861465 82347.680166330654 -26564.76988146552 3488.0843336763319 -38861.464142117838 -228448.16884469698 -8493.6123867753613 85393.525703125008 -110451.78807870371 9144.1545142837713 95922.67327008929 18804.522164351853 227534.11508413462 26009.480005787038 -139463.90684814454 -25405.186157226562 133678.84575892857 -5993.6167028356485 -14793.321366723994 -80299.888431324682 -16590.341621049763 62606.503119459892
leaf_weight=79526 3977958 4795 5539 395 843 130 47 39 309 62 58 745 157 33 69 40 27 316 28 27 26 27 32 36 21 27 877 68 1287 260
leaf_count=79526 3977958 4795 5539 395 843 130 47 39 309 62 58 745 157 33 69 40 27 316 28 27 26 27 32 36 21 27 877 68 1287 260
internal_value=0 -203.317 -1703.57 -3443.09 2087.15 12284.1 17648.5 27489.5 -8446.76 22833.5 -5503.48 -482.106 -10451.9 -42308.5 -86101.1 -13632 -175350 22985.1 54451 112462 159291 -5710.26 -49212.4 -79079.9 -5198.73 55113.1 -5559.2 -19507 -3699.1 -838.083
internal_weight=0 95846 16320 11525 3351 1430 1300 944 356 905 1921 1526 1071 326 129 197 60 455 139 81 54 8174 95 68 8079 48 8031 945 7086 5799
internal_count=4073804 95846 16320 11525 3351 1430 1300 944 356 905 1921 1526 1071 326 129 197 60 455 139 81 54 8174 95 68 8079 48 8031 945 7086 5799
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=31
num_cat=0
split_feature=3 2 2 0 0 6 6 6 5 1 0 2 0 0 6 5 1 6 1 5 6 6 6 6 4 4 1 4 6 6
split_gain=3.70754e+11 9.06995e+12 2.09691e+13 1.77291e+13 3.00348e+13 1.77586e+13 1.53899e+13 2.24083e+13 1.53468e+13 1.62277e+13 1.37832e+13 1.37388e+13 2.67962e+13 1.41464e+13 3.02391e+13 5.44427e+13 7.48713e+13 5.60423e+13 3.42931e+13 2.64751e+13 2.45307e+13 2.43004e+13 2.51304e+13 2.18637e+13 1.69662e+13 2.27133e+13 2.23166e+13 5.51074e+13 2.08408e+13 2.2263e+13
threshold=1.5000000000000002 4395.5000000000009 5325.0000000000009 56.802121050000004 55.034466500000008 48.025000000000013 125.02000000000002 101.02000000000002 3.5000000000000004 39.366401150000009 56.888401950000009 2911.0000000000005 55.60524465000001 43.6005307 85.020000000000024 3.5000000000000004 39.873894000000007 94.02500000000002 39.723160900000003 4.5000000000000009 81.705000000000013 79.015000000000015 57.410000000000004 30.025000000000002 15.500000000000002 4.5000000000000009 39.908802000000009 2.5000000000000004 72.020000000000024 66.010000000000005
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 11 -3 4 -4 -6 7 -5 9 -7 -8 13 -13 14 20 16 17 -16 -19 -17 21 22 23 -1 25 26 28 -28 29 -24
right_child=-2 2 3 6 5 8 10 -9 -10 -11 -12 12 -14 -15 15 19 -18 18 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7388.7297462014603 -11.262542921565403 -2930.459338789045 -274.59719861598296 -2233.8617797661932 1101.3368837367634 -24535.394539903089 95956.659317129641 -35659.824317373146 -3495.5524203079804 7736.0908795266678 15263.682228555484 -502.98684792606258 3115.947445378491 -109.7750040059362 258869.12204861111 -81009.210026041663 12574.631987636531 159434.58781828705 -3102.7963125000001 40268.899388020836 -75208.44919871795 72390.815842848562 -28480.636935096154 13174.270503387985 55389.531663602946 -30220.357186541278 -28347.261480034726 130922.61186755952 -85505.841737689392 70443.230758928563
leaf_weight=697 3575470 28650 125870 28103 16546 158 27 202 1491 11286 98 36399 46725 199039 27 45 103 27 25 30 39 52 65 2003 34 438 45 42 33 35
leaf_count=697 3575470 28650 125870 28103 16546 158 27 202 1491 11286 98 36399 46725 199039 27 45 103 27 25 30 39 52 65 2003 34 438 45 42 33 35
internal_value=0 80.807 -414.122 -21.8445 398.325 3271.39 -2317.79 -2472.41 6047.24 7290.54 32693.4 448.548 1531.26 4.71797 6097.92 39200.3 68746.2 141983 81291.6 -32498 3655.4 4548.45 3508.42 7865.97 -13493.6 -17052.9 9162.28 48541.6 -16597.2 6142.72
internal_weight=0 498334 212431 183781 155351 29481 28430 28305 12935 11444 125 285903 83124 202779 3740 257 182 79 52 75 3483 3444 3392 2700 692 658 220 87 133 100
internal_count=4073804 498334 212431 183781 155351 29481 28430 28305 12935 11444 125 285903 83124 202779 3740 257 182 79 52 75 3483 3444 3392 2700 692 658 220 87 133 100
is_linear=0
shrinkage=0.1


Tree=4150
num_leaves=31
num_cat=0
split_feature=0 3 6 1 6 6 1 1 3 4 6 1 6 6 7 6 1 3 3 4 3 1 4 5 7 6 4 3 3 5
split_gain=4.04224e+11 4.88212e+12 1.28535e+13 1.85926e+13 1.64499e+13 1.99302e+13 2.73903e+13 2.2487e+13 1.63688e+13 1.41896e+13 1.41317e+13 2.68911e+13 1.38941e+13 1.33579e+13 1.28171e+13 1.74416e+13 1.24199e+13 1.27105e+13 4.03027e+13 3.13322e+13 2.01829e+13 1.16594e+13 3.27891e+13 2.88305e+13 2.22823e+13 4.29439e+13 1.82352e+13 7.27265e+13 3.30197e+13 2.22346e+13
threshold=43.687280500000007 3.5000000000000004 49.895000000000003 39.689978950000004 47.420000000000009 46.805000000000007 39.689978950000004 43.047633000000012 5.5000000000000009 5.5000000000000009 46.010000000000012 39.939672500000007 56.805000000000007 52.610000000000007 6.0000000000000009 60.910000000000004 39.712886600000012 11.500000000000002 10.500000000000002 15.500000000000002 7.5000000000000009 42.186961750000002 6.5000000000000009 1.5000000000000002 6.0000000000000009 48.810000000000009 10.500000000000002 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 -1 4 8 5 10 -7 9 12 -8 -3 -12 13 -4 -10 -16 -11 18 20 -19 -18 22 23 -6 25 26 28 -28 -24 -30
right_child=-2 2 3 -5 21 6 7 -9 14 16 11 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-970.97200411222639 4.8895362315997088 2159.8053536944626 -52874.638632812508 -429.18333545200926 147072.53158482144 79386.741809475818 11418.607586263022 -1022.4102123512571 -15600.826604140231 19094.30091985887 82256.658889818951 -8107.565571218297 -60945.130863046288 38675.512614889703 -9380.1597200520828 107845.40921519886 -62442.847452855603 88529.239204545462 -152944.57189611488 -68588.35500000001 380.14145075158228 4715.4723356359145 -109958.67941706731 39077.230439129147 45542.780410197629 -51627.40581395349 153592.27638113839 -1487.6455403645834 -31043.1741156684 58125.617854256467
leaf_weight=44413 3977958 15258 30 32897 28 31 60 454 197 31 63 69 133 34 30 22 145 22 37 30 79 1037 26 211 118 129 42 108 54 58
leaf_count=44413 3977958 15258 30 32897 28 31 60 454 197 31 63 69 133 34 30 22 145 22 37 30 79 1037 26 211 118 129 42 108 54 58
internal_value=0 -202.934 460.277 -704.135 2606.49 1600.7 -12957.6 -16294 -20984.6 -33455.7 2441.65 35020.8 -42522.7 -4238.62 -3944.45 40215.3 -41282.6 -47262.4 -56257.2 -2115.53 -40286.5 11647.5 20935 51729.4 7178.23 -3677.93 17799.4 41934.7 -8434.57 15133.5
internal_weight=0 95846 51433 33343 18090 16279 889 858 446 404 15390 132 197 64 249 52 344 313 261 52 224 1811 774 239 535 417 288 150 138 112
internal_count=4073804 95846 51433 33343 18090 16279 889 858 446 404 15390 132 197 64 249 52 344 313 261 52 224 1811 774 239 535 417 288 150 138 112
is_linear=0
shrinkage=0.1


Tree=4151
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 4 4 0 6 6 4 0 4 6 6 4 6 4 1 0 0 4 4 4 4 7 6 0 0
split_gain=3.90988e+11 7.25147e+12 1.98766e+13 1.55457e+13 1.53193e+13 2.17522e+13 1.43552e+13 3.57484e+13 1.82846e+13 1.26747e+13 1.1738e+13 1.26553e+13 1.15486e+13 1.69228e+13 9.78743e+12 9.26185e+12 9.62058e+12 7.48058e+12 7.40311e+12 7.15296e+12 5.1083e+13 4.60608e+13 3.92861e+13 3.09573e+13 3.57415e+13 6.33021e+13 2.52565e+13 2.43576e+13 2.36061e+13 1.88739e+13
threshold=38.430814800000007 38.247071200000008 55.721784200000009 108.05000000000001 55.214863500000007 54.86311005000001 13.500000000000002 6.5000000000000009 55.462387050000011 55.015000000000008 45.605000000000011 20.500000000000004 46.323575350000006 5.5000000000000009 39.355000000000011 95.045000000000016 6.5000000000000009 43.010000000000012 3.5000000000000004 38.893394150000006 55.840017500000009 55.876067900000002 24.500000000000004 5.5000000000000009 16.500000000000004 15.500000000000002 6.0000000000000009 40.015000000000008 55.858844800000007 55.850146250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 18 -4 17 -12 13 -3 -10 -14 -17 -8 -6 20 22 23 -2 -22 25 28 -23 -26 -25 -29
right_child=19 2 9 -5 6 -7 10 -9 14 -11 11 -13 15 -15 -16 16 -18 -19 -20 -21 21 26 -24 24 27 -27 -28 29 -30 -31
leaf_value=20.454811310279371 -3722.429441362146 -11517.690580897179 -5970.6900836965606 -27790.040436175153 1534.0248732067291 -23955.121097104842 4010.2899023437503 53518.044158763965 22843.449406389511 4939.0455948534118 17789.104021152511 -29922.459501953126 6115.5978077643904 70754.570432692315 -7505.1758605541827 -7644.8332934441969 -76545.864500000011 -15309.864587526485 35060.842799102284 0.50062283828784482 2245.6575156271588 -76.896056055585348 124269.02493489583 41875.867088774663 50977.78655142436 188294.72600000002 26915.604047865283 -22154.778311917762 15356.033134542988 19976.039692993167
leaf_weight=1197469 31199 651 3630 143 84 292 625 249 140 1507 757 60 5412 26 441 107 25 295 305 2813523 1357 13194 24 628 82 25 356 317 721 160
leaf_count=1197469 31199 651 3630 143 84 292 625 249 140 1507 757 60 5412 26 441 107 25 295 305 2813523 1357 13194 24 628 82 25 356 317 721 160
internal_value=0 47.5987 2251.41 4935.13 5429.34 2719.59 11399.8 19718.4 11042 -2770.19 5561.9 14285.2 3971.64 -8358.05 -192.254 5477.27 -20694.3 -2184.76 27821.1 -20.1636 -1229.81 3209.33 -3624.05 13823 21950.5 30623.8 632.28 631.986 27701.8 -8022.85
internal_weight=0 1.21222e+06 14749 9612 9469 6513 2956 1219 970 5137 1737 817 6221 677 581 5544 132 920 389 2.86159e+06 48063 16840 31223 3290 1933 1374 13550 559 1349 477
internal_count=4073804 1212218 14749 9612 9469 6513 2956 1219 970 5137 1737 817 6221 677 581 5544 132 920 389 2861586 48063 16840 31223 3290 1933 1374 13550 559 1349 477
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=31
num_cat=0
split_feature=4 0 0 6 1 5 6 6 6 4 4 1 1 3 6 6 6 6 6 0 3 6 5 6 5 6 6 1 1 6
split_gain=4.47198e+11 2.68088e+12 5.61429e+12 2.28811e+13 1.91891e+13 1.44861e+13 1.37499e+13 1.26975e+13 1.56344e+13 4.06462e+13 1.15783e+13 1.74049e+13 8.9254e+12 1.10391e+13 1.65771e+13 9.60415e+12 9.47094e+12 8.85693e+12 8.68231e+12 1.56614e+13 2.07123e+13 1.90328e+13 3.63585e+13 2.35967e+13 2.56122e+13 1.85777e+13 2.1444e+13 1.69577e+13 3.62642e+13 1.56151e+13
threshold=5.5000000000000009 55.080855950000007 55.071632200000003 68.515000000000015 82.941727000000014 2.5000000000000004 69.015000000000015 89.00500000000001 80.030000000000015 4.5000000000000009 3.5000000000000004 82.95992385000001 82.963919600000011 3.5000000000000004 58.755000000000003 52.990000000000002 54.710000000000008 60.305000000000007 64.015000000000015 55.050541250000002 3.5000000000000004 134.05000000000004 3.5000000000000004 99.050000000000011 3.5000000000000004 73.00500000000001 73.995000000000019 82.901648750000021 61.511492200000006 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 18 4 -4 12 -5 8 -8 -10 11 -7 13 14 -6 -15 -14 -16 -1 -20 21 23 -23 25 -25 -21 -27 28 -22 -28
right_child=-2 -3 3 6 5 10 7 -9 9 -11 -12 -13 16 15 17 -17 -18 -19 19 20 27 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-234.39630500052368 -20.71732454981538 200.48570511944172 -6443.9845381987634 -76567.743371212127 20696.761332672118 142945.30781250002 -12086.915416916479 -31340.634171129066 -15322.395052076219 73689.772729492193 18640.76480514064 16634.202490234376 1250.5793787859488 17969.849219501204 -22166.147366514902 -14637.594956846495 -22757.339873761433 44447.580400815219 698.94515706883521 -1146.845884033203 -17801.348575647866 168437.11041666669 13461.953267911587 -102923.68048001803 652.17725746468329 66637.490625000006 -8221.55614541264 -14610.811970178405 135007.64697753906 35588.368327599448
leaf_weight=466067 2928705 593538 2182 33 800 20 1277 271 143 80 264 24 828 130 151 296 205 23 77186 200 41 24 41 26 292 150 118 402 25 262
leaf_count=466067 2928705 593538 2182 33 800 20 1277 271 143 80 264 24 828 130 151 296 205 23 77186 200 41 24 41 26 292 150 118 402 25 262
internal_value=0 52.9866 -105.738 -2977 553.465 6123.85 -12611.4 -11419.7 -7820.61 16610.2 26556.1 74048.3 3537.28 8739.98 14612.5 -4686.97 -3513.82 -13360.9 -70.2869 900.754 10753.3 18175.3 70683.5 14918.6 -7816.29 24822.3 34621.9 -6897.89 40080.8 21984.2
internal_weight=0 1.1451e+06 551561 6727 4923 2741 1804 1771 1500 223 308 44 2433 1400 974 426 1033 174 544834 78767 1581 1113 65 1048 318 730 530 468 66 380
internal_count=4073804 1145099 551561 6727 4923 2741 1804 1771 1500 223 308 44 2433 1400 974 426 1033 174 544834 78767 1581 1113 65 1048 318 730 530 468 66 380
is_linear=0
shrinkage=0.1


Tree=4153
num_leaves=31
num_cat=0
split_feature=0 7 6 4 0 1 6 4 0 1 1 6 6 0 6 2 6 0 1 4 6 4 6 3 6 6 1 3 3 0
split_gain=4.28739e+11 4.63862e+12 1.1736e+13 1.20753e+13 2.36012e+13 3.33293e+13 1.74841e+13 1.99052e+13 2.29656e+13 4.35877e+13 4.77919e+13 4.43949e+13 2.28698e+13 4.95365e+13 2.18712e+13 3.34142e+13 2.16865e+13 1.81456e+13 4.39964e+13 6.27746e+13 2.56047e+13 1.66772e+13 1.64616e+13 1.59106e+13 1.46463e+13 1.45635e+13 1.60502e+13 1.97596e+13 2.65619e+13 1.82999e+13
threshold=45.073441650000007 6.0000000000000009 149.05000000000004 8.5000000000000018 45.029425500000009 38.989878900000008 130.05000000000004 11.500000000000002 43.6005307 39.735861600000007 39.763755750000009 61.805000000000007 64.015000000000015 45.015054600000006 81.02500000000002 2892.5000000000005 116.05000000000001 43.687280500000007 39.712886600000012 10.500000000000002 35.705000000000005 3.5000000000000004 46.010000000000012 6.5000000000000009 89.00500000000001 108.05000000000001 47.386825600000002 9.5000000000000018 8.5000000000000018 42.965693300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -5 11 -11 17 16 -15 24 -14 18 19 20 -10 -6 -23 -18 -16 -12 -27 28 29 -28
right_child=-2 2 -4 6 5 -7 -8 -9 12 10 25 -13 13 14 15 -17 23 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=227.30624916861868 -11.674307724663164 -1715.6833224365198 12044.651799498752 -46586.460962926045 -4911.9316411207174 -3371.0903921124354 -21043.6772869081 -847.40735163237468 74512.42005208334 21058.340095766132 -395.24663104655696 209370.20148809525 15447.983454929003 38103.619865970337 230102.40367187501 46968.501750000003 -3772.1365234375003 3140.4940364100139 -4789.6456651475701 -41013.925169836963 219501.93335129312 -25860.074501563467 -61807.719879671793 -102632.76241319446 109080.62503906252 -2922.667754949181 109.2298017578125 -43358.863193696125 125838.17637580424 61072.91950205381
leaf_weight=392688 3606732 16120 723 193 197 1286 393 43700 21 31 6281 21 943 138 20 50 41 3000 108 23 29 354 199 27 20 206 100 29 34 97
leaf_count=392688 3606732 16120 723 193 197 1286 393 43700 21 31 6281 21 943 138 20 50 41 3000 108 23 29 354 199 27 20 206 100 29 34 97
internal_value=0 90.1491 -633.931 -758.374 -2997.02 -13142 -26.1005 123.774 3842.72 276.011 1606.27 97107.4 9484.91 21010.6 63115.7 101468 11515 4995.66 35744.3 95712.3 158606 -29895.8 -38796 -43025.6 169592 870.235 17927.1 34446.5 44214.3 30126.9
internal_weight=0 467072 74384 73661 18156 2036 55505 55112 11412 6992 6799 52 4420 1239 228 90 1011 3181 181 73 50 750 553 68 40 6747 466 260 231 197
internal_count=4073804 467072 74384 73661 18156 2036 55505 55112 11412 6992 6799 52 4420 1239 228 90 1011 3181 181 73 50 750 553 68 40 6747 466 260 231 197
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=31
num_cat=0
split_feature=6 7 4 4 5 1 2 6 1 1 6 6 0 0 1 0 6 1 5 0 5 0 6 0 1 3 0 5 0 1
split_gain=4.11561e+11 3.17725e+12 9.62637e+12 3.65172e+13 2.20254e+13 3.66048e+13 4.01126e+13 2.84126e+13 3.09691e+13 1.08971e+14 7.37922e+13 2.14287e+13 1.93389e+13 1.03727e+14 2.02534e+13 1.71316e+13 1.44927e+13 1.98718e+13 1.80308e+13 1.42754e+13 2.99372e+13 2.3547e+13 1.69257e+13 3.62954e+13 2.1906e+13 1.47553e+13 1.74771e+13 1.55452e+13 1.38197e+13 2.75387e+13
threshold=87.395000000000024 6.0000000000000009 22.500000000000004 23.500000000000004 3.5000000000000004 82.941727000000014 9651.0000000000018 97.020000000000024 30.370944000000005 30.345769800000003 94.02500000000002 116.05000000000001 45.053967500000006 45.097384400000003 38.965413050000002 59.950512650000007 88.00500000000001 37.740454950000007 2.5000000000000004 59.882709350000006 1.5000000000000002 55.768246800000007 93.050000000000011 55.840017500000009 37.503969450000007 11.500000000000002 45.00849250000001 2.5000000000000004 60.034792100000011 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -4 -11 -7 -9 14 -14 16 17 -10 -19 21 -21 25 23 -23 -24 27 -27 -18 29 -15
right_child=1 -3 3 -5 -6 11 -8 12 15 10 -12 -13 13 28 -16 -17 19 18 -20 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.9683878441467559 293.93552473684673 -751.1906793096357 51001.216258445951 -298.03263981909197 -37552.205377058555 131300.42321428572 -99201.98257211539 -21217.652097281767 10983.562081473216 -292379.98894230771 -51759.003515625001 7582.1360491071437 235790.90273437501 -96039.645286458341 98195.553566576098 70223.755699573871 40720.256184895836 -23509.46501358696 -138150.73290441177 14602.682990722657 -122452.47607996325 171135.56062500001 33182.740275390628 17626.953853777984 -69121.595399305559 22153.617161458333 -62905.995775579642 -23723.102371766137 65680.555544354836 2707.0029002082792
leaf_weight=3832905 166354 60893 37 11608 352 28 52 236 28 26 25 28 20 30 23 22 54 23 34 30 34 20 50 67 36 30 124 122 31 482
leaf_count=3832905 166354 60893 37 11608 352 28 52 236 28 26 25 28 20 30 23 22 54 23 34 30 34 20 50 67 36 30 124 122 31 482
internal_value=0 -126.784 84.4426 -2468.3 -14793.4 -10058.6 -12779.9 -9942.83 -23853.1 -79645.6 -174429 69441.3 2952.11 12686 162193 -16568.6 -19497.2 -58003.6 -91892 -13724.7 -58207.9 -8064.78 21817.8 52916.3 -9642.33 -23730.5 -46335.9 -3950.71 846.562 -3078.93
internal_weight=0 240899 180006 13652 2044 1692 1636 1584 762 88 51 56 822 586 43 674 652 85 57 567 64 503 173 87 86 330 154 176 543 512
internal_count=4073804 240899 180006 13652 2044 1692 1636 1584 762 88 51 56 822 586 43 674 652 85 57 567 64 503 173 87 86 330 154 176 543 512
is_linear=0
shrinkage=0.1


Tree=4155
num_leaves=31
num_cat=0
split_feature=6 6 4 1 1 0 3 3 1 5 0 1 3 5 0 1 3 3 1 4 6 1 3 5 4 1 4 3 3 4
split_gain=3.84238e+11 3.18363e+12 2.57942e+13 2.70014e+13 6.29893e+13 5.81206e+13 3.55381e+13 3.45652e+13 3.20694e+13 2.45124e+13 2.42951e+13 2.29332e+13 2.2551e+13 2.11226e+13 2.26978e+13 3.75226e+13 3.31178e+13 1.88228e+13 3.41877e+13 1.79053e+13 1.63724e+13 2.26894e+13 5.80022e+13 2.85021e+13 2.31347e+13 1.53871e+13 1.52126e+13 1.48464e+13 3.8006e+13 1.45279e+13
threshold=118.04500000000002 114.05000000000001 24.500000000000004 30.315889700000003 30.410676000000006 60.01610465000001 5.5000000000000009 9.5000000000000018 30.452677500000004 3.5000000000000004 60.042359000000012 30.472130500000002 3.5000000000000004 2.5000000000000004 55.539595350000006 82.92647190000001 22.500000000000004 3.5000000000000004 30.362494150000003 25.500000000000004 116.05000000000001 30.242318500000007 4.5000000000000009 3.5000000000000004 10.500000000000002 30.362494150000003 16.500000000000004 6.5000000000000009 17.500000000000004 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 -1 3 7 5 6 17 20 12 -8 -7 -10 -6 19 15 16 27 25 -19 -4 -3 -22 -23 24 -24 26 29 -15 -29 -5
right_child=-2 2 13 4 8 10 9 -9 11 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.78202745867434587 -264.68492929573625 -5326.2405142770695 -154395.139765625 96727.611340862772 23456.243669181036 -144559.61374999999 -6402.0862776692711 31169.025348958334 110632.90500000001 87681.387082248271 -5659.8663602941178 3405.0187482547153 -80008.238910308457 -16639.382963709679 598.20793588228321 54758.28886439732 40791.911356026787 72162.057264229908 201285.25129310344 -20584.480625 -12107.851277889218 -104645.26176048344 -118005.08110119049 98032.995550271749 8243.875940201131 4183.2146306818186 146435.35230978261 -170286.00944940478 -50587.842795138888 19223.773349417894
leaf_weight=4010126 54117 355 20 46 29 20 120 150 20 36 34 7351 77 31 428 35 28 70 29 20 222 117 21 23 47 44 23 42 72 51
leaf_count=4010126 54117 355 20 46 29 20 120 150 20 36 34 7351 77 31 428 35 28 70 29 20 222 117 21 23 47 44 23 42 72 51
internal_value=0 3.56345 1826.17 3258.86 5149.41 40539.6 53123.8 -12815.8 2910.6 15309.5 -57104.2 3695.96 -51701.9 -17004.4 -12571.4 -39670.4 -58774.5 75553.5 109986 -87489.8 -21220.6 -34342.6 -58073.9 1803.45 -30744.8 54768 73315.8 -78001.1 -94687.2 55978.2
internal_weight=0 4.01969e+06 9561 8885 7950 473 419 935 7477 156 54 7371 106 676 636 208 173 263 99 40 785 430 208 91 68 164 120 145 114 97
internal_count=4073804 4019687 9561 8885 7950 473 419 935 7477 156 54 7371 106 676 636 208 173 263 99 40 785 430 208 91 68 164 120 145 114 97
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=31
num_cat=0
split_feature=6 6 3 0 0 4 7 3 3 1 0 1 0 0 4 2 1 0 0 0 0 1 1 0 0 0 2 1 4 7
split_gain=3.85067e+11 5.99684e+12 8.41525e+12 1.14261e+13 2.20617e+13 1.64036e+13 1.18858e+13 7.69441e+12 1.61481e+13 1.6951e+13 2.69817e+13 3.47353e+13 2.3208e+13 3.60605e+13 1.70519e+13 1.75849e+13 1.62184e+13 1.77029e+13 1.58329e+13 1.50642e+13 6.14191e+13 6.96327e+13 1.50542e+13 1.28022e+13 2.57983e+13 1.98081e+13 2.72018e+13 3.09603e+13 1.90168e+13 1.16479e+13
threshold=110.01500000000001 108.05000000000001 19.500000000000004 55.897267000000006 59.933037250000005 22.500000000000004 6.0000000000000009 14.500000000000002 9.5000000000000018 45.126607350000008 44.685196900000008 39.735861600000007 55.676890650000011 55.554045200000012 10.500000000000002 3658.0000000000005 37.563506350000004 51.707269950000004 55.910578700000009 45.022979600000006 45.07004340000001 38.989878900000008 49.147669400000005 47.295021550000008 53.20799465000001 55.055052800000006 5444.0000000000009 60.605526900000008 24.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 -5 8 -3 10 11 -10 13 16 -11 22 -12 29 -14 -9 21 -21 -16 -22 -25 -26 28 -28 -27 -18
right_child=-2 2 3 4 -6 -7 -8 19 9 14 12 -13 18 -15 15 -17 17 -19 -20 20 23 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-1.281614104554194 -226.58860198269778 4436.4154125740351 -65314.162607758626 -107550.74673365544 45516.047859330611 18700.303819444445 -27366.982899305556 -40439.706354166672 107682.70339285716 -47427.976684091613 28832.42226492746 -57520.295488281248 38582.289055989582 -145665.96905480587 116823.85096153845 1686.3038131546191 -45166.878152424018 -134240.45093749999 -18406.908109975961 205976.01827566966 -52249.977929687506 -10072.306610576925 26589.249029541017 97766.977343750012 -55024.634665975769 -11399.260113192473 753.39002403846155 153640.92853009258 64366.757897010219 31397.613003141989
leaf_weight=3992241 73644 6098 29 38 22 117 36 45 35 51 35 20 60 33 26 273 146 20 260 35 34 26 64 32 49 220 26 27 39 23
leaf_count=3992241 73644 6098 29 38 22 117 36 45 35 51 35 20 60 33 26 273 146 20 260 35 34 26 64 32 49 220 26 27 39 23
internal_value=0 4.17156 2753.3 -15607.3 -42404 2012.5 -68542.4 3332.08 2467.34 -9012.02 -19315.3 47608.9 -25694.5 -48073.4 6716.59 14323.7 -33696 -45275.3 -7721.43 14922.5 20027.6 113890 52657 6618.73 11711.7 4083.52 13366.5 78639.5 9.52252 -34746.9
internal_weight=0 4.00016e+06 7919 242 96 146 74 7677 7144 1046 632 55 577 257 414 363 224 189 320 533 488 61 90 427 393 361 312 53 259 169
internal_count=4073804 4000160 7919 242 96 146 74 7677 7144 1046 632 55 577 257 414 363 224 189 320 533 488 61 90 427 393 361 312 53 259 169
is_linear=0
shrinkage=0.1


Tree=4157
num_leaves=31
num_cat=0
split_feature=2 5 1 4 6 2 6 0 0 3 4 6 1 1 6 1 0 1 4 1 1 3 4 0 6 3 4 0 0 4
split_gain=3.7018e+11 3.72552e+12 1.06144e+13 2.66309e+13 2.43813e+13 1.23965e+13 1.7778e+13 2.23411e+13 2.33874e+13 2.63742e+13 2.76165e+13 2.13438e+13 2.09094e+13 4.77788e+13 2.33065e+13 2.04321e+13 1.97876e+13 1.89785e+13 2.05652e+13 2.34143e+13 1.96051e+13 1.78976e+13 1.77888e+13 1.95114e+13 1.77148e+13 3.89133e+13 1.76591e+13 1.68745e+13 2.07075e+13 2.58227e+13
threshold=915.50000000000011 3.5000000000000004 38.893394150000006 5.5000000000000009 79.710000000000022 75.000000000000014 95.045000000000016 55.568628050000008 55.60524465000001 7.5000000000000009 5.5000000000000009 90.045000000000016 37.702956500000006 37.600779750000008 149.05000000000004 38.166910000000009 55.554045200000012 37.71815560000001 4.5000000000000009 37.897576350000001 38.247071200000008 8.5000000000000018 4.5000000000000009 55.390026600000006 105.00500000000001 12.500000000000002 13.500000000000002 55.988910100000005 55.676890650000011 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 5 -4 -5 -3 11 16 9 10 -9 -7 13 27 17 -13 21 -14 -19 24 -21 22 23 -8 25 -20 -23 28 -10 -30
right_child=-2 2 3 4 -6 6 7 8 12 -11 -12 15 14 -15 -16 -17 -18 18 19 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=35.003233138465042 -13.485341468824032 -1726.8675925958466 4610.5072937011719 20810.392792038692 -107216.18543964461 6536.6189780099048 94.411399717588694 10934.69545272436 -38015.696578322786 -22880.186806640628 122254.11449819713 36424.165387834822 -69095.843103448278 117703.24408203126 22365.426963876147 -24518.182180059524 -98689.892075892858 -43815.612148813103 8395.5145891853936 -29453.444457355032 34489.990795454549 -99016.776298327328 8707.8593077423193 -77001.015836864404 -699.46423746744802 132855.78034737724 -23483.686615885417 -19712.837711109838 27099.53210806234 -4394.8114507724777
leaf_weight=666589 3394471 4989 144 21 51 3458 74 39 79 40 52 434 58 40 218 63 28 156 89 374 55 39 359 59 336 35 150 204 677 423
leaf_count=666589 3394471 4989 144 21 51 3458 74 39 79 40 52 434 58 40 218 63 28 156 89 374 55 39 359 59 336 35 150 204 677 423
internal_value=0 67.3832 1761.05 -20218 -69875.1 2140 4698.93 -402.289 3518.49 44797.4 74545.8 9321.64 1547.82 9958.43 -7512.22 28699.1 -16301.1 -13417.3 -10327 -4450.51 -21255.6 -12913.6 -2865.76 -34105.8 11222 43525.4 -39069.9 6842.17 11436.9 14988.5
internal_weight=0 679333 12744 216 72 12528 7539 3584 2875 131 91 3955 2744 1423 1321 497 709 1103 1045 889 429 681 492 133 460 124 189 1383 1179 1100
internal_count=4073804 679333 12744 216 72 12528 7539 3584 2875 131 91 3955 2744 1423 1321 497 709 1103 1045 889 429 681 492 133 460 124 189 1383 1179 1100
is_linear=0
shrinkage=0.1


Tree=4158
num_leaves=31
num_cat=0
split_feature=0 6 6 4 5 2 7 6 1 4 1 4 6 5 4 0 3 4 1 4 0 0 3 0 0 6 0 0 0 3
split_gain=3.84361e+11 3.42701e+12 1.52453e+13 2.06967e+13 2.70909e+13 2.94006e+13 1.83871e+13 3.41489e+13 3.51968e+13 2.97674e+13 2.33959e+13 2.25628e+13 3.67773e+13 1.99417e+13 3.10729e+13 4.47087e+13 2.23919e+13 1.84141e+13 6.01542e+13 3.0487e+13 3.28134e+13 3.66526e+13 3.20699e+13 2.7658e+13 1.03369e+14 4.19181e+13 3.35414e+13 2.6824e+13 4.50022e+13 2.36675e+13
threshold=54.94110555000001 68.00500000000001 75.605000000000004 5.5000000000000009 1.5000000000000002 2506.0000000000005 6.0000000000000009 68.515000000000015 83.754481100000007 18.500000000000004 38.97264950000001 14.500000000000002 74.015000000000015 2.5000000000000004 20.500000000000004 45.040161900000008 8.5000000000000018 7.5000000000000009 38.91194105000001 11.500000000000002 45.055912800000009 45.036141150000006 7.5000000000000009 54.724612400000005 53.888505650000006 71.030000000000015 47.207933300000008 54.724612400000005 54.431501800000014 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 10 8 -8 11 13 -9 -13 17 16 -16 -15 18 27 23 21 22 -21 24 26 -26 29 28 -6 -19
right_child=-2 2 -4 4 6 -7 7 9 -10 -11 -12 12 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=123.02797218626129 -21.041937323090131 1398.8351772351623 262.7544431861121 121850.00961538462 -19529.378817102261 13408.518519060221 -25207.733759359857 682.37319668713531 76115.528591579859 -5215.2243965848438 -5041.8501886257582 15340.740398770749 -7456.612302334338 -2155.2268040155732 -45137.01735491072 111077.52199292454 -17899.22476873947 1669.9540313290881 62444.788596141589 -20835.381364875524 -5939.3084322304321 25696.88019392467 12997.68353829988 -13262.22309247325 29440.424136164162 120562.78887301772 -15874.817834472657 74652.473437499997 -142912.17769657259 35434.460140527342
leaf_weight=1056029 2772653 19791 163978 26 637 651 719 6402 36 4679 31772 3146 913 4520 28 53 1129 355 98 481 2757 913 671 257 81 134 336 28 31 500
leaf_count=1056029 2772653 19791 163978 26 637 651 719 6402 36 4679 31772 3146 913 4520 28 53 1129 355 98 481 2757 913 671 257 81 134 336 28 31 500
internal_value=0 44.8388 -292.014 -1413.11 -2320.17 17573.2 -2542.13 379.767 -20376.4 1414.83 -3579.26 4380.33 10212.9 -7.16303 -4420 57077.4 -5301.8 3466.6 -10907.6 5226.53 1199.96 10731.7 -1128.8 16901.9 22415.5 86233 10895.2 -21236 -25255.2 21415.3
internal_weight=0 1.30115e+06 245122 81144 61353 677 60676 15895 755 15140 44781 10461 4059 13009 5730 81 5649 7279 794 6485 4822 2065 1152 1663 1406 215 1191 696 668 855
internal_count=4073804 1301151 245122 81144 61353 677 60676 15895 755 15140 44781 10461 4059 13009 5730 81 5649 7279 794 6485 4822 2065 1152 1663 1406 215 1191 696 668 855
is_linear=0
shrinkage=0.1


Tree=4159
num_leaves=31
num_cat=0
split_feature=6 1 6 1 1 3 6 0 0 0 4 4 6 0 4 3 1 0 3 3 2 1 5 3 4 0 4 6 0 2
split_gain=4.12972e+11 2.75806e+12 7.3733e+12 1.24115e+13 1.43683e+13 1.89588e+13 1.97811e+13 2.56736e+13 4.49291e+13 2.85324e+13 2.32752e+13 1.67342e+13 2.73527e+13 2.51335e+13 1.99966e+13 2.30936e+13 1.98317e+13 3.22632e+13 1.96822e+13 1.6956e+13 4.39166e+13 3.14351e+13 2.83779e+13 3.63109e+13 2.60572e+13 2.10446e+13 1.73013e+13 3.61612e+13 3.04682e+13 2.04224e+13
threshold=87.395000000000024 36.593086150000012 92.02500000000002 30.323041000000003 30.330566300000005 11.500000000000002 88.825000000000003 59.963561900000009 59.939085000000013 59.990753350000013 9.5000000000000018 5.5000000000000009 88.00500000000001 59.91832440000001 10.500000000000002 8.5000000000000018 30.345769800000003 59.898927250000007 2.5000000000000004 4.5000000000000009 7029.0000000000009 30.370944000000005 2.5000000000000004 3.5000000000000004 8.5000000000000018 59.933037250000005 8.5000000000000018 88.825000000000003 59.898927250000007 2810.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -9 -5 12 -6 16 15 18 -14 -18 -13 20 21 22 -20 -24 25 -23 28 29 -21 -28
right_child=1 -3 -4 4 11 -7 7 9 -10 -11 -12 14 13 -15 -16 -17 17 -19 19 26 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=7.9820314576760998 -467.7328017355739 -280.74466401652114 -132.2255678806105 -95238.367664930556 36240.007053877671 117472.90028023098 15042.463828890932 -84458.969068287042 160953.13442925349 65394.459049479163 29955.687689393941 1280.134090537892 -94205.39886230469 -34794.935053638059 3453.1322341504492 -27393.533720602452 678.13962595651583 128387.10922619049 -27332.2312890625 61347.070202242947 178030.67603125001 3311.3198697916669 38916.130520984741 167420.98428819445 -24447.786793619794 123855.03833007812 132191.94090757979 14558.696369535604 -61096.96476430085 27630.53306451613
leaf_weight=3832905 5039 199675 31363 27 123 23 51 27 36 24 33 287 20 335 2614 97 341 21 20 31 25 30 43 45 90 28 47 314 59 31
leaf_count=3832905 5039 199675 31363 27 123 23 51 27 36 24 33 287 20 335 2614 97 341 21 20 31 25 30 43 45 90 28 47 314 59 31
internal_value=0 -127.001 617.682 3002.77 6629.45 31536.3 21553.8 42395.3 75419.3 -13939.7 -26381.6 5433.1 -7327.99 -14802 8283.22 19290.9 2731.07 8086.67 23603.7 32000.6 51524.7 39170.6 80191.6 104629 9236.35 61504.8 20618.3 29696.4 -18921.8 90635.5
internal_weight=0 240899 41224 9861 4822 221 198 138 87 51 60 4601 840 717 3761 1147 382 362 1050 763 281 256 108 88 148 58 482 392 90 78
internal_count=4073804 240899 41224 9861 4822 221 198 138 87 51 60 4601 840 717 3761 1147 382 362 1050 763 281 256 108 88 148 58 482 392 90 78
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=31
num_cat=0
split_feature=0 6 6 0 6 1 3 3 6 3 6 1 3 5 6 0 4 6 4 7 6 6 0 1 6 1 3 4 5 1
split_gain=3.73854e+11 4.26626e+12 1.09374e+13 1.43205e+13 2.27861e+13 3.48493e+13 2.50157e+13 3.11014e+13 3.74411e+13 2.10184e+13 2.21132e+13 1.93858e+13 1.80352e+13 4.43519e+13 1.73771e+13 2.0856e+13 1.21671e+13 1.21526e+13 2.89818e+13 3.2356e+13 1.1678e+13 1.14366e+13 1.48183e+13 3.86497e+13 1.53698e+13 2.84943e+13 1.31226e+13 1.44849e+13 1.313e+13 1.25612e+13
threshold=60.002985000000002 80.030000000000015 75.010000000000005 60.028671700000011 78.010000000000005 30.315889700000003 15.500000000000002 8.5000000000000018 77.010000000000005 14.500000000000002 79.015000000000015 30.345769800000003 8.5000000000000018 2.5000000000000004 76.00500000000001 60.01610465000001 17.500000000000004 74.615000000000009 23.500000000000004 6.0000000000000009 77.010000000000005 77.010000000000005 60.034792100000011 30.242318500000007 79.015000000000015 30.438492500000006 16.500000000000004 24.500000000000004 2.5000000000000004 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 14 -9 -6 -11 12 13 -7 15 -4 20 -2 -19 -20 -13 26 23 -23 -25 -26 -5 28 -28 -24
right_child=1 -3 3 21 9 11 -8 8 -10 10 -12 16 -14 -15 -16 -17 -18 18 19 -21 -22 22 29 24 25 -27 27 -29 -30 -31
leaf_value=-6.0922106174497364 82.939638568719033 1799.8296717787002 -107029.5128092448 -5163.8286927437066 -38799.644062681262 -204157.31647135419 -61157.92041015625 119526.98875 -11262.667660984849 -65153.657199928981 54445.704595477764 -6847.9445140165444 -19376.107646276596 -17324.29716435185 31513.702759630927 3812.1782529633624 -35077.7392578125 3653.2534353036021 11711.062720070424 113372.38698381696 75501.051562499997 61804.532303587155 -18110.913953864645 -28024.002811554943 98302.66181936553 -28713.638959703952 -132732.75855978261 -11902.946001674107 -38333.837052210372 3180.0641755956049
leaf_weight=3915450 138602 14272 24 1320 431 24 34 65 33 22 52 51 47 27 116 58 78 563 71 56 26 142 338 124 33 38 23 105 41 1538
leaf_count=3915450 138602 14272 24 1320 431 24 34 65 33 22 52 51 47 27 116 58 78 563 71 56 26 142 338 124 33 38 23 105 41 1538
internal_value=0 150.636 -12.7249 -4711.1 -14797 -1328.11 20079.4 29410.7 75485.6 -30346.2 18889.1 -29250.9 -64063.4 -105246 6606 -28629.3 -7240.53 148.844 13387.1 56538.1 20958.2 -1746.9 2812.28 22119.1 -6780.03 30322.1 -8522.9 -34759.5 -72258.4 -655.944
internal_weight=0 158354 144082 4790 1088 583 330 296 98 505 74 253 98 51 198 82 155 139292 690 127 77 3702 2213 337 195 71 1489 169 64 1876
internal_count=4073804 158354 144082 4790 1088 583 330 296 98 505 74 253 98 51 198 82 155 139292 690 127 77 3702 2213 337 195 71 1489 169 64 1876
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=31
num_cat=0
split_feature=6 4 4 3 2 0 6 4 2 7 3 6 4 1 0 1 6 6 0 4 3 6 3 6 6 1 0 1 1 4
split_gain=3.74774e+11 2.65314e+12 1.44976e+13 1.82695e+13 9.87951e+12 1.6519e+13 8.65126e+12 8.47712e+12 2.24461e+13 1.2e+13 8.45188e+12 8.07734e+12 7.59667e+12 1.70924e+13 2.16775e+13 1.26045e+13 1.33009e+13 6.16686e+12 5.60912e+12 5.5832e+12 7.73088e+12 6.86438e+12 6.73829e+12 5.47436e+12 6.26567e+12 8.21927e+12 5.13082e+12 1.0109e+13 8.3773e+12 1.64403e+13
threshold=87.395000000000024 30.500000000000004 31.500000000000004 17.500000000000004 3191.5000000000005 55.633951400000008 110.01500000000001 28.500000000000004 75.000000000000014 6.0000000000000009 3.5000000000000004 94.02500000000002 27.500000000000004 37.517483500000004 55.685785750000008 37.401708450000008 114.05000000000001 93.050000000000011 60.042359000000012 29.500000000000004 2.5000000000000004 102.04000000000001 11.500000000000002 93.050000000000011 101.02000000000002 60.605526900000008 59.825842200000004 37.442254400000003 37.503969450000007 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 7 3 4 5 10 -6 12 9 -9 -3 17 -2 15 -15 16 18 -5 -14 21 -21 -10 -22 -24 25 -25 27 -4 29 -29
right_child=1 2 26 11 6 -7 -8 8 19 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=7.6039344961275752 -145.43971401096471 -58910.677892485124 52087.504764597048 50723.293462171052 -39792.015020161292 75550.455332031255 29892.055437500003 -105992.40667613636 -8568.0648867489253 -30458.878559401943 23254.526902721773 22106.717187500002 68011.737559678833 12074.658548990887 117360.37428977274 -25272.708251708988 -46552.680436197923 111373.73609374999 20480.411865234375 59898.912929465558 -20472.330046632913 -63879.964348958332 -11158.517724609375 98681.599843750009 4253.9351138844213 17891.318264590995 -34316.173809523811 17673.008319481385 1584.8856704947918 -60746.283933971776
leaf_weight=3832905 237650 21 38 38 62 40 25 33 89 58 31 43 36 48 33 100 24 30 80 22 119 30 84 20 85 34 42 47 1875 62
leaf_count=3832905 237650 21 38 38 62 40 25 33 89 58 31 43 36 48 33 100 24 30 80 22 119 30 84 20 85 34 42 47 1875 62
internal_value=0 -120.985 3219.77 24156.1 4390.95 27236.8 -19767.9 -153.952 -12291.9 -57850.2 -9927.58 56029.6 -124.675 15248.6 54968.8 1843 21211.4 77480.8 35231.5 -3708.45 2438.94 -22512.2 -1257.31 8996.44 21176.4 47813.6 278.134 996.71 18.1565 -26932.5
internal_weight=0 240899 2354 290 179 92 87 238545 574 91 52 111 237971 321 81 240 140 68 116 483 364 119 342 223 139 54 2064 2022 1984 109
internal_count=4073804 240899 2354 290 179 92 87 238545 574 91 52 111 237971 321 81 240 140 68 116 483 364 119 342 223 139 54 2064 2022 1984 109
is_linear=0
shrinkage=0.1


Tree=4162
num_leaves=31
num_cat=0
split_feature=0 1 6 6 6 4 6 1 5 6 4 3 6 5 6 6 6 6 6 1 4 3 0 6 3 6 4 7 1 6
split_gain=3.49648e+11 4.33986e+12 1.65004e+13 6.77527e+13 1.0239e+14 6.81851e+13 6.48228e+13 6.31171e+13 3.37878e+13 3.17988e+13 3.24546e+13 2.62921e+13 8.39373e+13 6.26295e+13 3.15746e+13 4.45334e+13 7.50956e+13 6.04631e+13 5.92683e+13 5.01726e+13 3.71752e+13 3.23487e+13 7.8496e+13 4.9934e+13 3.08988e+13 1.14787e+14 9.95955e+13 5.12792e+13 6.79311e+13 7.1538e+13
threshold=43.687280500000007 39.723160900000003 56.805000000000007 55.405000000000008 55.015000000000008 5.5000000000000009 59.815000000000005 39.712886600000012 1.5000000000000002 54.710000000000008 13.500000000000002 3.5000000000000004 61.805000000000007 3.5000000000000004 98.020000000000024 82.905000000000015 80.720000000000013 86.920000000000016 90.045000000000016 39.718675700000013 4.5000000000000009 1.5000000000000002 43.6005307 130.05000000000004 7.5000000000000009 78.605000000000004 9.5000000000000018 6.0000000000000009 39.718675700000013 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 9 -5 8 -7 -4 -1 -11 12 -8 14 15 16 -14 -17 -19 20 -20 22 -16 -23 -13 26 -26 28 -27 -30
right_child=-2 -3 6 5 -6 7 11 -9 -10 10 -12 24 13 -15 21 17 -18 18 19 -21 -22 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-2364.0471618078886 4.5474904070726021 97.330612115516359 143502.93563508065 5597.55323727417 207891.47133152175 14817.289889705884 -51547.33494089164 -142509.80300436582 34323.819792650116 -22936.142907344936 -121559.94466897036 -15255.960822656551 21081.043052873742 -39530.979095664719 280767.791015625 -109364.14679815574 207925.82183948866 88851.358093475879 -66784.345652721779 -149756.17209051724 89368.615000000005 56860.228763812156 29700.689772727274 -82436.046197916672 -116824.49015213817 -2319.6443675175419 51072.396613386089 58933.648089599614 -223266.78763469827 -55041.851836879367
leaf_weight=9206 3977958 81175 31 100 23 34 204 102 331 231 39 1630 967 178 20 61 22 57 31 29 30 181 33 30 38 270 503 64 29 197
leaf_count=9206 3977958 81175 31 100 23 34 204 102 331 231 39 1630 967 178 20 61 22 57 31 29 30 181 33 30 38 270 503 64 29 197
internal_value=0 -188.738 -1771.56 -4159.57 -2844.62 -57086.7 2938.19 -103178 43673.4 -3356.11 -37181.8 -285.717 8943.46 16472.5 23295.7 16391.7 25237.3 -25667.6 9063.55 -41468.7 10012.2 54598.9 124443 37055.1 -6513.97 6428.29 39279.3 -25308.1 -36178 -76628.2
internal_weight=0 95846 14671 9735 9499 236 4936 136 362 9476 270 4574 1843 1639 1461 1197 989 208 147 90 61 264 53 211 2731 1101 541 560 496 226
internal_count=4073804 95846 14671 9735 9499 236 4936 136 362 9476 270 4574 1843 1639 1461 1197 989 208 147 90 61 264 53 211 2731 1101 541 560 496 226
is_linear=0
shrinkage=0.1


Tree=4163
num_leaves=31
num_cat=0
split_feature=0 4 4 6 2 6 6 6 1 1 3 6 3 6 3 3 1 6 1 6 3 6 6 6 3 6 5 6 6 6
split_gain=3.68951e+11 3.43896e+12 2.13185e+13 1.52323e+13 1.36962e+13 3.99729e+13 3.64276e+13 2.27852e+13 1.9602e+13 1.21014e+13 1.0242e+13 8.88461e+12 8.08756e+12 9.19119e+12 1.10308e+13 8.28681e+12 7.36493e+12 6.70534e+12 6.68117e+12 6.57695e+12 6.55266e+12 1.21904e+13 6.44821e+12 7.04879e+12 6.08639e+12 5.87789e+12 5.32533e+12 1.87725e+13 6.21506e+12 4.98094e+12
threshold=43.472751400000007 7.5000000000000009 6.5000000000000009 189.00000000000003 3999.0000000000005 75.010000000000005 71.715000000000018 57.410000000000004 39.939672500000007 39.908802000000009 2.5000000000000004 95.045000000000016 2.5000000000000004 44.820000000000007 4.5000000000000009 4.5000000000000009 44.628646350000004 34.310000000000009 47.899251850000006 82.905000000000015 6.5000000000000009 92.02500000000002 38.995000000000012 50.010000000000012 4.5000000000000009 32.805000000000007 3.5000000000000004 120.05000000000001 138.05000000000004 45.305000000000007
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 -1 4 5 6 7 8 9 22 -7 19 -11 14 -14 -15 -6 -16 20 -12 26 -22 25 29 -9 -4 27 -18 -28 -24
right_child=-2 -3 3 -5 16 10 -8 24 -10 12 11 -13 13 15 17 -17 18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-234.97500362789742 3.2608095655273703 605.9128940650204 -22389.998906250003 71576.316013405551 34490.28480366552 -147271.62406250002 115579.00662202382 -43778.792443847662 -65089.126858836207 36641.293360694683 -57393.631562500006 -29838.166696428572 38997.274646326019 -76866.496567007212 -55491.431228298614 -3600.0241365131583 -6477.0158955421912 8687.2864329268305 34848.485297309024 -137520.77351190476 -12295.411068629097 -70322.779347826086 -18344.28009375 -55694.272493489589 -105455.30451049806 -97294.71860795455 -8450.9212890625004 69205.586488970599 -80417.697890625001 48609.759765625
leaf_weight=22533 4026531 22800 20 22 43 20 21 32 58 74 20 35 74 26 27 38 909 41 36 21 170 46 25 24 32 22 30 34 20 20
leaf_count=22533 4026531 22800 20 22 43 20 21 32 58 74 20 35 74 26 27 38 909 41 36 21 170 46 25 24 32 22 30 34 20 20
internal_value=0 -277.743 -1100.99 -11159.7 -12108.7 -24191.4 -13511.3 -18795.7 -10839 -2791.62 -83599.8 -66844 8285.12 -1901.07 12279.6 -33364.5 -6198.71 -16795.4 -7604.03 -98434.4 -8868.13 -24653.1 -30733 -11928.6 -74617 -61625.8 -5434.54 -3748.27 -37237.6 11413.1
internal_weight=0 47273 24473 1940 1918 630 534 513 449 391 96 76 280 206 142 64 1288 68 1245 41 1209 216 111 69 64 42 993 943 50 45
internal_count=4073804 47273 24473 1940 1918 630 534 513 449 391 96 76 280 206 142 64 1288 68 1245 41 1209 216 111 69 64 42 993 943 50 45
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=31
num_cat=0
split_feature=0 0 6 3 6 4 1 2 2 6 1 6 1 6 6 1 6 6 4 4 1 1 1 7 4 6 4 6 1 1
split_gain=3.65806e+11 1.03087e+13 1.91977e+13 1.64344e+13 1.9526e+13 1.98568e+13 1.42115e+13 1.27394e+13 1.24835e+13 1.36784e+13 1.13904e+13 1.62705e+13 1.0963e+13 1.0717e+13 1.02114e+13 1.32864e+13 2.39823e+13 1.93392e+13 1.71699e+13 1.4303e+13 2.15656e+13 2.9306e+13 4.62095e+13 2.37458e+13 2.38464e+13 5.05802e+13 1.99371e+13 1.65494e+13 1.40758e+13 1.61673e+13
threshold=55.390026600000006 55.348830750000012 122.65000000000002 11.500000000000002 50.995000000000012 21.500000000000004 43.80299105000001 8574.5000000000018 75.000000000000014 44.820000000000007 37.343102500000008 67.91500000000002 37.543519500000009 55.805000000000007 38.995000000000012 86.020047450000007 97.020000000000024 91.02500000000002 6.5000000000000009 9.5000000000000018 37.534144550000008 37.71815560000001 37.755233900000007 6.0000000000000009 15.500000000000002 63.855000000000011 13.500000000000002 52.990000000000002 38.247071200000008 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -4 8 9 -3 -6 13 -13 -12 -10 16 17 19 -18 -16 -21 23 -23 24 26 -26 -22 -25 29 -24
right_child=-2 2 6 4 5 -7 -8 -9 14 -11 11 12 -14 -15 15 -17 18 -19 -20 20 21 22 28 27 25 -27 -28 -29 -30 -31
leaf_value=9.6660200887627674 -31.239129692931726 25224.818301669035 128232.97478515626 1045.4156837373621 3853.6380681818187 -30570.969667968748 24090.762376644736 -20884.88139350705 -1910.0712095588015 -69996.572631835938 73663.234362197501 118092.6386435547 51185.597574869797 11872.681323516503 337.23881898221896 10675.492152170755 -4683.058434774709 80201.775000000009 -93049.030384114594 26261.585532348843 13339.228949652779 152170.9582201087 6114.9132634943189 -35887.691619318182 -28197.614267113095 156286.3242527174 -62472.558648618724 -161574.44218750001 14153.964484846912 -79378.103547297302
leaf_weight=2105847 1952182 22 20 340 55 40 38 246 4199 48 41 50 48 89 6663 2282 43 32 45 579 54 23 55 22 42 23 97 20 522 37
leaf_count=2105847 1952182 22 20 340 55 40 38 246 4199 48 41 50 48 89 6663 2282 43 32 45 579 54 23 55 22 42 23 97 20 522 37
internal_value=0 28.7443 2575.55 2363.63 17772.2 35379.3 60001.9 1685.02 2059.96 -40069.8 44700.9 54554.4 85321.8 31360.5 2260.06 3921.55 2054.95 2614.31 -49870.2 2309.19 11223.1 1494.28 13010.4 -26939 -13561.3 37081.3 -35361.1 -95738.5 7797.56 -28268.1
internal_weight=0 2.12162e+06 15775 15717 663 323 58 15054 14808 70 283 228 98 130 14738 10539 8257 8169 88 8137 1474 895 637 258 216 65 151 42 614 92
internal_count=4073804 2121622 15775 15717 663 323 58 15054 14808 70 283 228 98 130 14738 10539 8257 8169 88 8137 1474 895 637 258 216 65 151 42 614 92
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=31
num_cat=0
split_feature=0 1 1 4 0 4 6 6 6 6 6 3 1 6 4 1 0 6 1 3 6 3 6 0 4 3 3 5 6 1
split_gain=3.52497e+11 3.73683e+12 1.00297e+13 3.54596e+13 3.79721e+13 3.00327e+13 2.6171e+13 1.73839e+13 1.51663e+13 2.78468e+13 1.33106e+13 1.00312e+13 9.74744e+12 1.20094e+13 2.07008e+13 2.0849e+13 1.40737e+13 1.51697e+13 2.40558e+13 2.3919e+13 2.86502e+13 5.41061e+13 6.49926e+13 1.97376e+13 2.42116e+13 2.19525e+13 2.49081e+13 2.09685e+13 1.80455e+13 2.86401e+13
threshold=45.036141150000006 39.366401150000009 39.652459050000012 12.500000000000002 43.687280500000007 15.500000000000002 61.805000000000007 76.00500000000001 86.920000000000016 97.020000000000024 54.990000000000002 4.5000000000000009 39.018051150000005 66.010000000000005 11.500000000000002 39.069277450000008 44.249882500000005 97.020000000000024 39.069277450000008 14.500000000000002 104.01000000000001 17.500000000000004 118.04500000000002 45.022979600000006 12.500000000000002 6.5000000000000009 9.5000000000000018 3.5000000000000004 91.02500000000002 39.079932600000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 10 -3 -8 -9 -10 11 -5 -1 14 15 -14 -15 28 19 23 -21 22 -22 25 -25 -19 27 -27 -18 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 -13 13 16 -16 -17 17 18 -20 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-127.29497451745608 -8.5728700752004183 -6520.7597101869778 -182.52767273858944 65545.673495370371 153037.18437500001 -95833.431001209072 -59250.259869114998 34934.226515794835 -123844.72489453126 6782.9710106382981 80376.490891768306 -5292.3691155768065 -768.32657654333048 -7290.563334903859 -1052.7591028320624 5693.4879869270226 6067.9669051810515 8268.063795062857 12819.715943114017 -35467.998860294116 25152.321785714288 -1015.7156315104166 236259.70794140629 -101262.80517415365 -25497.9599665897 -40160.321484375003 -7382.8184424867031 -133488.19758522729 36524.239421829523 -29610.277801983175
leaf_weight=113062 3754876 1133 145094 27 23 21 181 46 25 47 41 77 8263 941 27111 12618 8055 284 601 85 35 135 25 60 142 89 188 33 408 78
leaf_count=113062 3754876 1133 145094 27 23 21 181 46 25 47 41 77 8263 941 27111 12618 8055 284 601 85 35 135 25 60 142 89 188 33 408 78
internal_value=0 100.932 -269.92 -8092.32 32619.1 15934.7 -13465.5 -39781.4 -9918.17 -38573.9 32121.8 13098.3 416.876 1457.01 769.928 3136.43 4411.97 5489.69 -3205.8 -12156.9 12981.9 34101 113114 -20999.6 -48002.4 -11816.9 -30217.3 -65404.7 7197.02 25910.1
internal_weight=0 318928 146715 1621 189 166 1432 299 118 72 145 104 172213 59151 47992 20881 11159 10218 1677 1076 280 195 60 796 202 594 310 122 8541 486
internal_count=4073804 318928 146715 1621 189 166 1432 299 118 72 145 104 172213 59151 47992 20881 11159 10218 1677 1076 280 195 60 796 202 594 310 122 8541 486
is_linear=0
shrinkage=0.1


Tree=4166
num_leaves=31
num_cat=0
split_feature=2 3 1 1 0 1 6 4 4 5 6 0 0 1 1 4 0 1 0 1 6 0 0 6 6 6 6 0 0 6
split_gain=3.42823e+11 2.75342e+12 1.35482e+13 2.64021e+13 2.49399e+13 3.45388e+13 2.49006e+13 2.46897e+13 2.9731e+13 2.24926e+13 4.08912e+13 3.60514e+13 3.42421e+13 3.30922e+13 3.49901e+13 3.47762e+13 2.1793e+13 1.93893e+13 3.68358e+13 1.91578e+13 6.43588e+13 3.59346e+13 1.63979e+14 4.51328e+13 5.89828e+13 4.05676e+13 4.86665e+13 3.36236e+13 1.18453e+14 1.69867e+14
threshold=3338.0000000000005 1.5000000000000002 37.71815560000001 37.600779750000008 44.878071950000013 37.318079750000003 101.02000000000002 6.5000000000000009 5.5000000000000009 3.5000000000000004 76.605000000000004 55.883833400000007 55.667390500000003 37.631035900000008 37.702956500000006 6.5000000000000009 55.753967500000009 37.729575300000008 55.93962770000001 37.563506350000004 80.030000000000015 55.696737300000009 55.768246800000007 57.995000000000012 47.805000000000007 39.025000000000013 42.205000000000005 55.81943720000001 55.82518790000001 55.805000000000007
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 3 4 5 -1 9 8 -4 10 -5 12 -11 15 -15 -12 -14 18 -9 -6 21 -21 23 24 25 -23 -27 -24 29 -29
right_child=-2 -3 7 6 19 -7 -8 17 -10 11 13 -13 16 14 -16 -17 -18 -19 -20 20 -22 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=68449.723221261273 34.847670913249296 -61.4255426110429 243.64589775106447 -5779.4430469191693 -1055.8974960925375 8793.1692292057342 -64288.676256681749 24943.314566924426 -7313.6720839918407 88217.061465371633 92558.160614224151 151271.27421875001 -95096.526471354184 -108499.83935194749 -13589.349766885083 -42356.07001604353 18271.274318910258 2166.8978385886444 -43518.722181285513 -8434.1599086505485 69226.715631256098 34446.039016631155 -23901.954454908886 159450.57697115385 -43261.737762004574 246649.16138392861 83125.902847055288 17860.275976562501 -4447.0956653491876 351360.09739583335
leaf_weight=112 1667517 2145718 136518 5403 49743 727 76 735 5412 37 29 22 30 104 62 56 39 58820 88 1207 160 66 427 65 41 28 52 42 444 24
leaf_count=112 1667517 2145718 136518 5403 49743 727 76 735 5412 37 29 22 30 104 62 56 39 58820 88 1207 160 66 427 65 41 28 52 42 444 24
internal_value=0 -24.1489 282.815 -1050.04 -347.65 16756.9 -7421.45 672.913 -44.5258 -6673.98 -7612.42 34778.8 10601.1 -47068.8 -73051.3 3673.49 -31019.1 2380.17 17623 -622.047 7821.24 3720.71 16059.6 87669.5 62718.9 92480.6 140359 -3199.44 14133.8 139133
internal_weight=0 2.40629e+06 260569 58996 53138 839 5858 201573 141930 5782 5654 128 106 251 166 85 69 59643 823 52299 2556 2396 1189 252 187 146 80 937 510 66
internal_count=4073804 2406287 260569 58996 53138 839 5858 201573 141930 5782 5654 128 106 251 166 85 69 59643 823 52299 2556 2396 1189 252 187 146 80 937 510 66
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 4 6 0 6 4 3 4 4 6 6 6 0 4 3 6 6 6 0 4 0 7 4 4
split_gain=4.30847e+11 8.67835e+12 5.98058e+13 2.10965e+14 1.50861e+14 1.06096e+14 9.47385e+13 5.18445e+13 4.96366e+13 2.43694e+13 2.86789e+13 2.03551e+13 1.99077e+13 1.90579e+13 3.88193e+13 2.53811e+13 2.20926e+13 1.9999e+13 1.95726e+13 1.87507e+13 1.83468e+13 1.57344e+13 1.4499e+13 1.35743e+13 1.57717e+13 1.33507e+13 1.33254e+13 1.27551e+13 2.12626e+13 1.26034e+13
threshold=38.166910000000009 38.109452700000006 55.806294650000005 55.768246800000007 55.775215600000003 39.355000000000011 55.462387050000011 2.5000000000000004 67.91500000000002 55.60524465000001 70.50500000000001 14.500000000000002 8.5000000000000018 5.5000000000000009 8.5000000000000018 125.02000000000002 46.805000000000007 90.045000000000016 56.105603650000006 3.5000000000000004 4.5000000000000009 30.425000000000001 47.005000000000003 50.995000000000012 56.324067350000007 13.500000000000002 44.739668300000005 6.0000000000000009 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 -1 3 6 5 21 22 -6 11 10 -10 25 20 16 23 17 -4 -16 -19 -18 -12 -5 26 -15 -25 -8 29 28 -24 -3
right_child=-2 2 13 4 7 -7 8 -9 9 -11 12 -13 -14 14 15 -17 19 18 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=18.811103747445184 -20.786283424225562 55980.024303089493 -1999.5268657974011 61513.812334582268 131163.78786458334 277062.16828703706 17659.410498525391 -19441.533097330728 170909.12240487558 8383.829162267737 58635.957557942711 68707.513511344179 3796.4602954621014 -15329.349246728947 -4281.3660325621167 -89786.816015625009 -9960.0013104788886 -55686.363015625 38646.02183751174 21772.337920629856 128582.30810156251 145470.66386004194 -6281.1454620789646 -56568.546688712355 31991.942826704548 -16370.582820573942 1142.3397297941124 8930.314657110137 -36286.961853651061 10278.479268391928
leaf_weight=1165264 2892224 88 2502 49 30 54 1250 96 27 74 150 73 47 226 5495 34 237 25 183 869 50 41 1710 234 22 127 1746 411 274 192
leaf_count=1165264 2892224 88 2502 49 30 54 1250 96 27 74 150 73 47 226 5495 34 237 25 183 869 50 41 1710 234 22 127 1746 411 274 192
internal_value=0 50.8798 2341.18 9791.69 96327.3 166249 6034.72 16416.9 25388.6 59304.3 73056.5 17248.9 62360.1 -2578.57 -5932.86 -3642.81 3203.11 -3129.24 27308 14972.6 76122.5 99760.8 -1836.42 -33190.1 -48957.9 14520.8 4390.05 -7103.56 -10425.1 24641.8
internal_weight=0 1.18158e+06 16316 6489 270 144 6219 126 1798 348 274 1450 247 9827 6219 5737 3608 5703 208 1106 200 90 4421 482 256 1377 2026 2395 1984 280
internal_count=4073804 1181580 16316 6489 270 144 6219 126 1798 348 274 1450 247 9827 6219 5737 3608 5703 208 1106 200 90 4421 482 256 1377 2026 2395 1984 280
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=31
num_cat=0
split_feature=0 0 2 4 1 1 2 2 6 6 0 1 1 4 5 4 4 4 2 4 4 1 1 4 2 6 2 0 1 6
split_gain=3.92899e+11 5.00102e+12 1.71528e+13 1.84272e+13 1.16333e+13 1e+13 8.84267e+12 1.26851e+13 1.99616e+13 1.26987e+13 1.13131e+13 8.79051e+12 2.14214e+13 1.00002e+13 9.4433e+12 8.49741e+12 1.96817e+13 8.16889e+12 7.69164e+12 1.18043e+13 7.23771e+12 7.0427e+12 6.289e+12 6.08482e+12 5.66752e+12 8.55835e+12 6.03022e+12 8.39582e+12 5.62502e+12 1.01689e+13
threshold=59.699368850000006 58.08467765000001 5719.5000000000009 11.500000000000002 30.624707450000006 94.478249850000012 2599.0000000000005 2632.5000000000005 79.710000000000022 114.05000000000001 58.603553700000006 59.999510900000011 60.770858000000011 5.5000000000000009 2.5000000000000004 16.500000000000004 22.500000000000004 3.5000000000000004 5444.0000000000009 23.500000000000004 2.5000000000000004 38.166910000000009 50.136929700000003 2.5000000000000004 5444.0000000000009 78.605000000000004 3338.0000000000005 58.603553700000006 39.843340650000009 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 21 15 -3 14 20 -14 -6 -9 24 -11 19 -18 -13 -8 -12 -23 26 -26 -17 -28 29 -19
right_child=-2 2 3 -5 11 -7 7 9 -10 17 22 12 13 -15 -16 16 18 28 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.091306647147234632 91.253606475554591 3552.1799330821109 -36063.013938337055 62628.992209916556 4162.787008487584 -58043.61376953125 -66843.254163707388 -1610.689779410246 -111313.00689453125 18456.447019675928 -6949.0253910735109 608.62226846018154 8817.3099867994315 79290.692587425598 17549.221514518569 -28808.736222386855 14362.966786003113 -69942.841075721153 -1289.3419329655635 98812.589931640628 -25370.782616556102 3447.2091967861579 -46600.632924107143 -13111.542054130528 -24127.546908579345 -76337.160546875006 -8848.7019150072592 54175.378787364141 -64558.795501191744 11218.336564555922
leaf_weight=3620913 422851 4484 70 55 1684 32 22 18275 20 27 840 155 489 21 767 145 96 26 308 20 348 277 42 1116 305 35 261 23 59 38
leaf_count=3620913 422851 4484 70 55 1684 32 22 18275 20 27 840 155 489 21 767 145 96 26 308 20 348 277 42 1116 305 35 261 23 59 38
internal_value=0 -10.5689 -1295.52 5191.6 4297.69 -2175.72 -2108.05 -3031.69 -12107.6 -2367.81 1515.76 5113.3 -2722.53 11719.2 8351.85 -2144.48 -10321.4 -31352.4 6976.37 28923.2 -17365.2 -10705.4 -8837.2 -9818.81 -19858.8 -29502.1 -12216.2 -3744.64 -42286.1 -21753.4
internal_weight=0 3.65095e+06 30040 3589 3534 26451 26419 21053 1435 19618 5366 3464 1013 510 2451 19468 1193 150 424 116 503 1415 882 1393 769 340 429 284 123 64
internal_count=4073804 3650953 30040 3589 3534 26451 26419 21053 1435 19618 5366 3464 1013 510 2451 19468 1193 150 424 116 503 1415 882 1393 769 340 429 284 123 64
is_linear=0
shrinkage=0.1


Tree=4169
num_leaves=31
num_cat=0
split_feature=2 6 3 6 0 0 2 3 4 6 6 6 0 5 6 6 1 1 6 7 4 4 1 1 4 4 4 1 6 1
split_gain=4.85763e+11 6.00722e+11 6.23719e+11 8.35478e+11 3.77202e+11 4.01473e+12 5.5204e+13 1.31722e+13 2.16479e+13 5.50562e+13 4.46722e+13 2.08241e+13 1.61089e+13 3.45488e+13 3.99311e+13 3.97018e+13 3.41368e+13 2.73754e+13 2.58312e+13 2.61952e+13 2.5178e+13 2.7054e+13 2.25018e+13 3.01593e+13 2.22835e+13 3.90778e+13 2.81278e+13 2.5004e+13 2.28076e+13 4.22764e+13
threshold=15792.500000000002 57.995000000000012 3.5000000000000004 43.905000000000008 56.067362750000008 55.876067900000002 5261.5000000000009 5.5000000000000009 6.5000000000000009 79.015000000000015 103.03500000000001 53.705000000000005 55.910578700000009 1.5000000000000002 91.02500000000002 94.02500000000002 37.425454150000007 49.111590500000005 90.045000000000016 6.0000000000000009 5.5000000000000009 8.5000000000000018 37.475446350000006 37.71815560000001 22.500000000000004 8.5000000000000018 7.5000000000000009 37.631035900000008 98.020000000000024 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 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 -1 7 11 9 -9 -11 -7 13 16 17 22 -13 18 -15 -20 -18 -22 -16 -24 25 26 -17 -26 -27 -30
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 12 -14 14 15 24 20 -19 19 -21 21 -23 23 -25 27 28 -28 -29 29 -31
leaf_value=10.109364517619778 -4876.1021654211963 6275.1253004807695 -39.890498046875003 -31547.572810872396 49.744949948052465 -74.194854898965801 -38920.82996816354 6465.5205622279236 411.49857534872166 226139.60747282609 36487.347569444442 53626.761687499995 -1953.4309718319957 -2846.6429603363977 -34803.515369591347 -12141.79684666225 18833.890494791667 -27910.763553645102 138829.97606694148 -6048.281901041667 -152506.96681385869 -51290.10376449093 -184236.32768973216 -38691.522363281249 39943.423292311949 -115224.78122829861 110611.81796875001 -46207.1640625 -89079.820552485049 5512.1203782894736
leaf_weight=2790408 23 26 30 24 1114907 54168 373 201 81536 23 27 25 23652 6939 52 280 24 445 26 24 46 62 35 24 113 54 20 48 94 95
leaf_count=2790408 23 26 30 24 1114907 54168 373 201 81536 23 27 25 23652 6939 52 280 24 445 26 24 46 62 35 24 113 54 20 48 94 95
internal_value=0 -6867.34 -11305 -18495.6 0.173634 -18.5054 -492.695 -407.382 501.765 29824.5 123727 -1269.73 -3289.8 -7049.94 -6165.5 -27178.5 -53519.9 -3861.81 -2330.58 69288.4 -73812.8 -94401 -82762.6 -125032 -18414.5 -28102.1 -3958.22 14258.8 -57909.4 -41533.6
internal_weight=0 103 77 47 4.0737e+06 2.95879e+06 168386 168013 81787 251 50 86226 32058 8406 8249 815 157 7434 6989 50 132 108 111 59 704 543 300 161 243 189
internal_count=4073804 103 77 47 4073701 2958794 168386 168013 81787 251 50 86226 32058 8406 8249 815 157 7434 6989 50 132 108 111 59 704 543 300 161 243 189
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=31
num_cat=0
split_feature=2 6 6 2 1 7 1 0 6 6 4 0 6 6 6 6 4 6 1 4 0 3 4 2 6 4 0 0 3 3
split_gain=3.93468e+11 6.73529e+11 9.10063e+11 3.55586e+11 3.11772e+12 1.34486e+13 2.50272e+13 2.31281e+13 4.10396e+13 3.0013e+13 2.88074e+13 7.33213e+13 5.13647e+13 3.75365e+13 3.24428e+13 2.79936e+13 3.94266e+13 3.3714e+13 2.57422e+13 2.50842e+13 2.44668e+13 3.95437e+13 2.40002e+13 2.33943e+13 2.28153e+13 2.24765e+13 2.2042e+13 2.13108e+13 2.81534e+13 2.1294e+13
threshold=15792.500000000002 56.505000000000003 44.410000000000004 915.50000000000011 37.71815560000001 6.0000000000000009 37.755233900000007 55.922096200000006 60.910000000000004 104.01000000000001 5.5000000000000009 55.418618900000006 73.41500000000002 86.920000000000016 75.010000000000005 83.820000000000007 12.500000000000002 82.00500000000001 37.729575300000008 13.500000000000002 55.60524465000001 6.5000000000000009 15.500000000000002 75.000000000000014 65.410000000000011 7.5000000000000009 55.579943700000008 55.568628050000008 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=3 2 -2 4 -1 6 7 10 18 19 12 -12 -6 15 -14 17 23 25 -9 -10 -19 -22 -21 -17 -24 29 -16 -18 -29 -13
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 11 13 14 -15 26 16 27 20 -20 22 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-115.6231522091261 -10860.774880907013 -18794.820260416669 11641.698489379884 -13.060934507228774 832.59800999244237 -876.57665292183447 353.45039621663199 21947.088769954324 3035.9832916259766 -128850.26069711539 153644.99130284926 -5699.3557505412282 -133191.27345473345 27376.963220303518 -107121.81286695076 -162525.37828125001 -57489.54606426887 162147.55028409092 -4827.1003678568295 -137926.22258184524 117678.38431712965 -60755.635173233692 -55985.753217489255 -32926.27554086539 -11655.856896607664 5145.6581328894381 -20436.573498119007 123843.83154761906 -4609.2310493217728 56461.32834934142
leaf_weight=394885 41 30 32 3394368 3023 70735 192339 541 304 26 34 83 34 826 33 30 53 22 1068 21 27 23 189 26 301 14170 264 21 91 164
leaf_count=394885 41 30 32 3394368 3023 70735 192339 541 304 26 34 83 34 826 33 30 53 22 1068 21 27 23 189 26 301 14170 264 21 91 164
internal_value=0 -6180.6 -996.677 0.15627 66.1976 318.61 714.195 3960.44 -5181.76 -23083.6 5144.04 6954.89 -3262.32 6633.86 -40661 5469.09 -29853 6007.85 4175.28 -19709.5 74266.4 35598.7 -33241 -102354 -28754.5 5666.96 -30068.3 -5246.46 19475.7 35573.3
internal_weight=0 103 73 4.0737e+06 679333 284448 213713 21374 2450 841 18924 15570 3354 15536 331 14710 221 14489 1609 815 72 50 511 56 490 14417 297 165 112 247
internal_count=4073804 103 73 4073701 679333 284448 213713 21374 2450 841 18924 15570 3354 15536 331 14710 221 14489 1609 815 72 50 511 56 490 14417 297 165 112 247
is_linear=0
shrinkage=0.1


Tree=4171
num_leaves=31
num_cat=0
split_feature=4 3 7 6 2 4 6 1 1 6 0 6 6 1 0 6 6 0 6 1 0 0 5 2 6 6 6 0 1 0
split_gain=3.50976e+11 5.22666e+12 1.07179e+13 1.11254e+13 2.05403e+13 3.91834e+13 3.16617e+13 3.58573e+13 3.23365e+13 2.97775e+13 2.59953e+13 2.83438e+13 4.69077e+13 2.14331e+13 2.06912e+13 2.21829e+13 1.85907e+13 1.78344e+13 1.71105e+13 2.32868e+13 1.70123e+13 3.93211e+13 1.66935e+13 4.66944e+13 2.08288e+13 2.0548e+13 5.27744e+13 4.73954e+13 2.91094e+13 4.51057e+13
threshold=17.500000000000004 15.500000000000002 6.0000000000000009 65.00500000000001 75.000000000000014 16.500000000000004 57.995000000000012 37.401708450000008 37.318079750000003 61.425000000000004 55.791814000000009 48.945000000000007 51.405000000000008 37.374856000000008 55.801384500000005 46.420000000000009 50.410000000000004 55.743464250000009 59.505000000000003 37.563506350000004 55.710673100000008 55.759969450000007 3.5000000000000004 3062.5000000000005 156.15000000000003 130.05000000000004 149.05000000000004 43.6005307 47.17130860000001 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 10 13 8 -8 -10 11 20 16 -7 -12 -16 -13 -14 19 -17 -3 -22 25 24 -24 27 28 -5 29 -27
right_child=-2 2 -4 22 -6 6 7 -9 9 -11 14 12 17 -15 15 18 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.97545684473149918 66.156919264197796 -35934.561453227121 1108.877713761158 -161368.8419140625 251.65440959743694 13584.394775667271 40185.231081081089 40788.151966820697 -8082.8548032407407 -158021.53473557695 86926.673567708349 -102312.32571022728 -31961.793457744068 -13994.418598932529 -57523.743777847296 119059.84988425927 -235525.17828125 -114877.64907226563 -44953.430654116033 -8951.8057291666682 111194.66186436245 -61350.060730712896 45224.316825939364 -20323.599387428978 -1305.4856827742569 57741.17732007576 -26627.705957031252 -7212.2612078928978 -1345.4094531250003 248060.06570312503
leaf_weight=3360895 670021 153 14440 20 17671 353 37 287 27 26 24 22 137 1397 64 27 20 32 27 30 28 25 294 319 143 33 84 7123 25 20
leaf_count=3360895 670021 153 14440 20 17671 353 37 287 27 26 24 22 137 1397 64 27 20 32 27 30 28 25 294 319 143 33 84 7123 25 20
internal_value=0 -13.0227 -1109.98 -2236.26 -992.748 -9089.15 -2768.53 23517.9 -31554.9 -81637.7 -31914.2 -45406.5 -71166.9 -8431.38 796.743 -13170.3 -165747 -47661.8 20622.8 51685.3 -19020.8 29805.6 -5381.22 8764.6 29998.3 -6845.18 28372.2 -7643.89 87602.9 129560
internal_weight=0 3.40378e+06 42888 28448 20387 2716 2127 377 90 53 589 417 211 1750 172 148 42 169 84 57 206 53 8061 756 437 7305 162 7143 78 53
internal_count=4073804 3403783 42888 28448 20387 2716 2127 377 90 53 589 417 211 1750 172 148 42 169 84 57 206 53 8061 756 437 7305 162 7143 78 53
is_linear=0
shrinkage=0.1


Tree=4172
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 6 6 4 6 4 7 6 0 6 2 6 2 6 5 7 1 3 3 1 6 6 3 6 0 3
split_gain=3.46989e+11 2.40631e+12 8.22278e+12 3.62966e+13 2.79553e+13 3.41246e+13 1.75624e+13 1.47141e+13 1.34014e+13 1.31166e+13 1.11819e+13 9.558e+12 1.07619e+13 9.05013e+12 2.01115e+13 3.20612e+13 2.58888e+13 3.19727e+13 2.14494e+13 2.86119e+13 3.46073e+13 3.19607e+13 2.558e+13 1.40754e+13 1.34814e+13 1.57392e+13 1.94368e+13 1.86239e+13 2.37406e+13 1.60013e+13
threshold=3338.0000000000005 45.71452080000001 45.126607350000008 54.188398350000007 53.888505650000006 89.00500000000001 88.00500000000001 9.5000000000000018 55.015000000000008 15.500000000000002 6.0000000000000009 79.710000000000022 45.177967300000006 70.50500000000001 5209.5000000000009 84.810000000000016 4311.5000000000009 168.45000000000002 3.5000000000000004 6.0000000000000009 37.631035900000008 4.5000000000000009 3.5000000000000004 44.628646350000004 93.050000000000011 112.00500000000001 1.5000000000000002 125.02000000000002 59.764576050000009 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 11 6 8 -5 -6 -7 -10 12 -4 -2 16 -16 24 18 19 20 22 -21 -18 -22 -15 -26 -27 28 -28 -30
right_child=1 -3 3 7 5 9 -8 -9 10 -11 -12 -13 -14 14 15 -17 17 -19 -20 21 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-24.295132535355446 503.95354861306043 -12.924187117131595 27399.381655970985 538.05930128515683 4778.2357526840387 55953.6111303711 -59341.101402243592 -9543.0499462414173 17027.564732546725 -16010.124016702586 -6236.2643632559948 -88085.334937500011 -35391.605735729587 2538.0559112066276 -5171.8879335788861 886.12733213337128 26490.206093749999 131616.0953804348 -9246.7854620961098 31233.442602539064 28739.075214322322 -20028.350993208453 174563.62645786832 -28940.693914930558 -18786.482550030556 76154.568729440783 -23850.424031929349 -27126.906988867187 119823.51718750001 15292.039728009258
leaf_weight=2406287 173032 1438075 35 5086 4331 200 39 2024 1888 29 232 25 124 4838 17410 17535 20 23 346 201 707 308 28 45 668 38 46 125 32 27
leaf_count=2406287 173032 1438075 35 5086 4331 200 39 2024 1888 29 232 25 124 4838 17410 17535 20 23 346 201 707 308 28 45 668 38 46 125 32 27
internal_value=0 35.0587 335.802 2683.05 7848.21 8901.31 7562.63 -2331.72 7967.1 46840.3 14481.7 -30607.1 -21569.7 183.12 -1126.28 -2132.05 3590.13 14523.7 12896.4 18749.4 30542.2 214.518 112866 25287.5 412.69 -10572.9 9899.73 -1046.72 30001.1 71987.1
internal_weight=0 1.66752e+06 229442 14013 6903 6719 6490 7110 6451 229 2120 184 159 215429 42397 34945 7452 1678 1655 1309 800 509 48 752 5774 936 268 230 105 59
internal_count=4073804 1667517 229442 14013 6903 6719 6490 7110 6451 229 2120 184 159 215429 42397 34945 7452 1678 1655 1309 800 509 48 752 5774 936 268 230 105 59
is_linear=0
shrinkage=0.1


Tree=4173
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 0 0 3 7 4 0 4 4 3 1 3 5 4 3 1 0 0 3 3 4 3 0 4 5 1
split_gain=3.98387e+11 7.39776e+12 8.44285e+12 1.32357e+13 4.02219e+13 5.07947e+13 3.74488e+13 4.33157e+13 5.21648e+13 9.0915e+13 2.60706e+13 2.35473e+13 2.15661e+13 2.75741e+13 2.19138e+13 2.05703e+13 2.19341e+13 5.34249e+13 2.66012e+13 1.98452e+13 1.77568e+13 2.3131e+13 1.86815e+13 1.65679e+13 2.26792e+13 1.64554e+13 1.61851e+13 1.49178e+13 1.32566e+13 1.2734e+13
threshold=66.50500000000001 65.805000000000021 36.000000000000007 37.702956500000006 37.618684050000006 55.783232450000007 55.737027400000009 13.500000000000002 6.0000000000000009 10.500000000000002 55.676890650000011 25.500000000000004 25.500000000000004 16.500000000000004 37.534144550000008 1.5000000000000002 2.5000000000000004 18.500000000000004 16.500000000000004 37.600779750000008 55.801384500000005 55.834019500000004 10.500000000000002 3.5000000000000004 11.500000000000002 24.500000000000004 55.554045200000012 8.5000000000000018 2.5000000000000004 47.256487700000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -8 -6 28 15 14 -14 27 18 19 26 -18 -7 -22 -23 -12 -25 -15 -17 -3 -5 -4
right_child=-2 2 29 11 5 20 7 -9 -10 -11 23 -13 13 25 -16 16 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.41170472990983609 62.150422603763495 20988.914558015047 -3900.2845433323341 -13490.278771795744 -58225.839336340214 110608.7069140625 -276583.97316576092 -215066.51661005436 28948.736821546052 -22060.095833333336 90972.116619318185 73266.685772447192 -80764.899124666539 81998.739941406253 1740.2610775353774 -8906.5641268839881 -30506.602688045954 132791.01315104167 -10722.748814865639 70643.864136904755 -64464.213427734379 -7133.475569354363 79964.15301885191 -83846.487019230786 29494.981288618608 -28892.469429347828 31222.764247002095 -71253.594039062504 28994.96297249764 190.1780825141833
leaf_weight=3217595 823011 27 16138 138 97 20 23 23 38 36 22 71 82 32 53 113 254 24 232 21 32 53 46 26 55 23 909 50 157 14403
leaf_count=3217595 823011 27 16138 138 97 20 23 23 38 36 22 71 82 32 53 113 254 24 232 21 32 53 46 26 55 23 909 50 157 14403
internal_value=0 -15.7348 -1500.87 3905.86 1084.85 -24961.3 -47519.9 -91683.9 -62428.3 -121281 -21021.5 21564.2 7825.37 -24058.2 -48374 11541.9 14043.3 -10294.9 19846.4 -22782.4 22845 9445.97 33336.1 14015.6 -6886.23 35626.1 26785.8 -38908.8 9120.51 -1971.24
internal_weight=0 3.25079e+06 33198 2657 2291 471 320 120 97 59 200 366 1820 190 135 1630 1553 299 1254 275 151 131 99 103 81 55 1022 77 295 30541
internal_count=4073804 3250793 33198 2657 2291 471 320 120 97 59 200 366 1820 190 135 1630 1553 299 1254 275 151 131 99 103 81 55 1022 77 295 30541
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=31
num_cat=0
split_feature=6 7 4 0 0 6 1 6 2 0 4 6 1 5 0 1 0 0 0 0 0 5 4 6 6 0 1 4 2 1
split_gain=3.69805e+11 2.50123e+12 8.3774e+12 1.37602e+13 2.94757e+13 3.04101e+13 2.70956e+13 3.75526e+13 2.82395e+13 2.4487e+13 2.25974e+13 2.04699e+13 1.88447e+13 1.77724e+13 2.20839e+13 1.68403e+13 1.64988e+13 1.892e+13 1.59791e+13 2.71219e+13 1.49713e+13 1.48126e+13 2.04046e+13 1.38653e+13 1.59022e+13 1.47877e+13 2.34859e+13 1.37554e+13 1.64097e+13 3.68772e+13
threshold=87.395000000000024 6.0000000000000009 21.500000000000004 55.055052800000006 55.696737300000009 89.00500000000001 37.600779750000008 93.050000000000011 75.000000000000014 55.676890650000011 22.500000000000004 90.045000000000016 37.586700500000006 3.5000000000000004 55.702806750000008 37.618684050000006 55.721784200000009 55.737027400000009 45.001720900000002 45.022979600000006 55.161746650000005 2.5000000000000004 24.500000000000004 89.00500000000001 93.050000000000011 55.034466500000008 82.956351500000011 23.500000000000004 75.000000000000014 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 15 -7 12 20 16 -10 14 -13 -8 -6 -18 -4 -20 -9 22 -19 -21 -25 26 -26 -16 29 -29
right_child=1 2 3 4 11 6 7 10 9 -11 -12 13 -14 -15 27 -17 17 21 19 23 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=7.5533574703495638 67.232667159510214 -1423.3341273401868 31269.722111191862 40954.890930693655 -44069.246888563372 2451.8255665887264 132633.22886904763 119993.9773726852 -132678.517578125 43301.446142578126 2265.0255365134472 66400.738552701281 -40833.150000000001 -5879.1083728128087 12874.557016524179 40252.692663672213 46385.384801528038 71903.292862215909 -54655.92823846727 10829.015899456768 24550.020240420388 -9119.3070761065919 -8287.3941328125002 -15366.311070615535 109.03327903416523 -14195.842707139758 44160.125806231837 24600.533595089444 -914.47611243517645 -23742.775292001857
leaf_weight=3832905 180006 43250 129 330 117 776 21 27 32 24 804 59 74 1757 1609 327 68 55 105 606 42 2155 75 1140 1959 675 129 721 3625 202
leaf_count=3832905 180006 43250 129 330 117 776 21 27 32 24 804 59 74 1757 1609 327 68 55 105 606 42 2155 75 1140 1959 675 129 721 3625 202
internal_value=0 -120.18 -674.192 1162.25 2855.65 12710.4 8328.37 18050.7 -4774.3 -47908.7 6978.26 537.04 -68560.1 3001.28 5511.39 45827.4 -7417.36 -5594.89 -3443.44 -4413.96 61897.7 -7141.79 25639.4 -3243.99 -5429.04 -1328.97 2830.58 4927.91 2116.53 14020.5
internal_weight=0 240899 60893 17643 12900 2457 2127 1221 906 130 873 10443 106 7973 6216 348 2470 2353 4743 4614 69 2285 130 4509 3903 2763 2088 6157 4548 923
internal_count=4073804 240899 60893 17643 12900 2457 2127 1221 906 130 873 10443 106 7973 6216 348 2470 2353 4743 4614 69 2285 130 4509 3903 2763 2088 6157 4548 923
is_linear=0
shrinkage=0.1


Tree=4175
num_leaves=31
num_cat=0
split_feature=6 0 0 1 6 1 3 5 4 1 1 6 6 1 3 6 6 6 1 1 6 1 0 3 1 4 5 7 1 3
split_gain=3.88987e+11 4.48104e+12 2.46735e+13 3.54588e+13 2.78818e+13 2.00743e+13 2.40528e+13 2.29692e+13 2.62978e+13 1.69764e+13 1.73134e+13 1.89634e+13 1.68631e+13 1.92243e+13 1.81281e+13 5.84241e+13 2.09572e+13 1.74756e+13 1.65299e+13 2.27745e+13 4.03491e+13 4.47699e+13 6.41131e+13 5.02227e+13 4.53087e+13 3.97819e+13 2.80082e+13 5.35348e+13 3.38074e+13 2.78809e+13
threshold=63.415000000000006 55.030407050000001 55.043091000000011 82.886781200000016 95.045000000000016 83.025426800000005 8.5000000000000018 3.5000000000000004 11.500000000000002 82.911604200000014 82.901648750000021 128.05000000000004 72.50500000000001 82.981285100000022 4.5000000000000009 128.05000000000004 116.05000000000001 149.05000000000004 83.015546400000019 82.93515810000001 105.00500000000001 82.906746050000024 55.034466500000008 21.500000000000004 82.901648750000021 16.500000000000004 2.5000000000000004 6.0000000000000009 82.911604200000014 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 7 -7 18 12 10 -10 -12 13 -9 15 16 -14 -17 19 20 21 24 26 -24 -5 -22 -23 28 -28 -30
right_child=1 2 -4 5 -6 6 -8 8 9 -11 11 -13 14 -15 -16 17 -18 -19 -20 -21 25 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-17.69642651766474 -184.10133467665776 -21660.77165725892 145.38656652833669 16822.214622975502 -141647.49217819941 -243.85672952586208 -53016.175395388716 -14496.362216657144 36125.478155048077 -7097.3846331222467 -40355.281909722224 -142996.449375 -8317.1363434506166 38749.720169870481 18289.050075661151 173192.109375 -100202.40336538461 51685.319450431038 26041.155357092219 3197.2538609872954 -20076.38305900924 29699.20283037606 24579.587813563856 -91346.090245643034 -32145.947228499484 29670.592128285192 160127.53717447919 174799.09631696431 -7687.3926316784273 79265.178090659349
leaf_weight=3067690 442747 249 551837 862 21 290 123 629 26 454 180 20 548 76 979 20 26 29 551 4141 545 118 895 39 242 228 30 56 62 91
leaf_count=3067690 442747 249 551837 862 21 290 123 629 26 454 180 20 548 76 979 20 26 29 551 4141 545 118 895 39 242 228 30 56 62 91
internal_value=0 53.9572 241.046 4819.41 -30993.1 5678.14 -15960.6 6502.04 -962.645 -18245.3 -40639.9 -50619.4 4131.52 -8756.36 9803.15 -3531.84 -12479.2 101280 9338.81 8079.68 14461.7 20873.2 33516.5 19739 6088.25 -5403.28 69561.9 89243 63062 44029.5
internal_weight=0 1.00611e+06 563367 11530 270 11260 413 10847 2987 680 226 200 2307 705 1602 623 574 49 7860 7309 3168 2395 1291 934 1104 773 357 239 183 153
internal_count=4073804 1006114 563367 11530 270 11260 413 10847 2987 680 226 200 2307 705 1602 623 574 49 7860 7309 3168 2395 1291 934 1104 773 357 239 183 153
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=31
num_cat=0
split_feature=0 6 6 1 4 1 3 2 5 3 1 3 1 3 0 1 3 4 3 4 0 0 1 1 5 1 0 4 5 7
split_gain=4.46251e+11 2.69954e+12 1.31625e+13 1.44196e+13 1.40829e+13 1.13432e+13 1.1988e+13 1.13927e+13 3.17257e+13 3.43321e+13 2.0379e+13 2.67003e+13 2.24139e+13 1.8109e+13 1.93079e+13 2.28659e+13 3.90521e+13 1.40506e+13 1.31077e+13 2.79151e+13 1.34784e+13 2.03854e+13 8.00471e+13 1.54575e+13 1.36272e+13 1.3252e+13 1.42288e+13 2.04136e+13 1.9213e+13 1.26188e+13
threshold=54.94110555000001 63.855000000000011 64.015000000000015 37.924401400000008 18.500000000000004 37.702956500000006 10.500000000000002 75.000000000000014 3.5000000000000004 2.5000000000000004 37.290808600000013 12.500000000000002 37.234509300000006 17.500000000000004 55.876067900000002 37.600779750000008 12.500000000000002 4.5000000000000009 9.5000000000000018 10.500000000000002 59.950512650000007 59.939085000000013 30.315889700000003 30.226173900000003 1.5000000000000002 30.242318500000007 59.990753350000013 11.500000000000002 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -10 12 17 18 14 29 16 -16 -12 20 -20 21 -9 -23 -22 -25 -26 27 28 -27 -3
right_child=1 2 -4 4 -6 6 -8 10 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=48.314070842762483 -77.322765414612917 -4999.5835240859424 66.67536606374135 40.374576595964101 10609.161664625326 21086.467022066579 -807.14922744926366 11850.34672655286 16240.423828125 -125226.76123511906 73678.559195664347 49904.362265880867 -38434.002242123985 -41219.206379544012 29680.115341435187 -16598.205201198631 165744.735625 7878.9020942934112 -123571.59566406249 -3571.9090246378905 -34812.191804417555 218132.90100203804 -18231.494654605263 81493.731747159094 77182.164018110794 -101458.83642578125 9673.4594659459526 6945.9633962673615 -866.77802419354839 19470.301516395357
leaf_weight=1301151 2121792 1314 626430 15950 1369 889 348 1418 29 42 34 229 123 98 135 73 25 713 20 631 123 23 38 22 22 49 342 90 31 251
leaf_count=1301151 2121792 1314 626430 15950 1369 889 348 1418 29 42 34 229 123 98 135 73 25 713 20 631 123 23 38 22 22 49 342 90 31 251
internal_value=0 -22.6728 155.485 2432.63 875.796 6223.79 14927.2 4391.25 -1815.8 -67444.4 7515.42 20031.6 3349.06 641.812 2923.45 29780.1 50940.2 10873.8 5178.65 -7258.54 8930.55 14285.4 70889.5 -2733.32 4363.27 1185.61 -2079.87 -25724.8 -62479.4 -1075.02
internal_weight=0 2.77265e+06 650861 24431 17319 7112 1237 5875 1967 71 3908 976 2932 1896 1798 233 160 747 2809 651 2158 1479 61 679 556 534 512 170 80 1565
internal_count=4073804 2772653 650861 24431 17319 7112 1237 5875 1967 71 3908 976 2932 1896 1798 233 160 747 2809 651 2158 1479 61 679 556 534 512 170 80 1565
is_linear=0
shrinkage=0.1


Tree=4177
num_leaves=31
num_cat=0
split_feature=0 2 2 0 4 6 1 1 6 1 6 4 0 0 7 1 0 1 4 4 6 5 6 4 4 6 6 6 4 6
split_gain=3.61464e+11 2.56246e+12 4.77358e+13 3.49003e+13 3.58189e+13 2.15812e+13 1.60997e+13 3.20402e+13 2.65571e+13 1.67396e+13 1.61322e+13 1.52988e+13 1.48954e+13 3.6448e+13 4.07922e+13 4.01005e+13 3.33717e+13 2.75001e+13 5.00429e+13 4.94113e+13 3.64422e+13 4.27279e+13 7.03501e+13 1.08421e+14 3.47211e+13 4.1404e+13 3.26502e+13 2.66195e+13 2.43959e+13 3.47186e+13
threshold=54.94110555000001 2810.0000000000005 2764.0000000000005 53.175387700000009 13.500000000000002 102.04000000000001 39.135518400000002 38.927872750000006 70.00500000000001 39.069277450000008 40.905000000000008 20.500000000000004 51.707269950000004 53.506098950000009 6.0000000000000009 39.178027400000005 51.659529100000007 39.231261550000006 17.500000000000004 5.5000000000000009 95.045000000000016 2.5000000000000004 69.605000000000004 23.500000000000004 6.5000000000000009 96.050000000000011 78.010000000000005 47.420000000000009 14.500000000000002 125.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 -9 -8 -11 16 14 17 -16 28 18 24 -19 21 22 27 -24 -14 -26 -21 -20 -12 -30
right_child=-2 -3 3 -5 -6 -7 10 8 -10 11 12 -13 13 -15 15 -17 -18 19 20 26 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-351.80234228033976 -20.405546733783833 -9.0996109124953364 27654.561316125953 -77660.506496710528 -1745.7961865178379 132476.77849609376 -973.51613974646682 -23042.148090680083 -28084.632621053981 -2852.4962306231519 -2500.0315668481271 -42155.256353400735 55996.273254043248 1943.7201518532054 -11039.848804623707 10141.200061224645 8178.6802742331047 -3638.702157658026 -4639.2548302463365 -16624.479013314874 48054.646190257357 -55233.13691971053 107961.75341883297 -35767.373086734697 7989.3831291725701 -41599.973356119794 -50211.833464092546 -39291.873909953487 5741.7976684165124 -95556.313924632355
leaf_weight=19712 2772653 1140966 1095 38 545 20 41335 531 663 3413 9720 102 139 50219 1217 3366 9436 4443 418 2644 85 268 113 98 2606 180 325 472 6948 34
leaf_count=19712 2772653 1140966 1095 38 545 20 41335 531 663 3413 9720 102 139 50219 1217 3366 9436 4443 418 2644 85 268 113 98 2606 180 325 472 6948 34
internal_value=0 43.4827 418.016 17095.8 19265 29534.8 239.333 -2122.17 -9533 -6493.03 669.497 -3993 1401.87 607.845 -3489.28 4516.64 3424.85 -6601.07 -317.998 -10313.1 -15480.3 -19425.1 -10708.9 41206 7219.08 4785.48 -20301.1 -23016.8 739.12 5248.51
internal_weight=0 1.30115e+06 160185 1698 1660 1115 158487 24421 4709 4046 134066 3515 92731 66593 16374 4583 26138 11791 4379 7412 1454 1369 1101 211 2925 2786 2969 890 16702 6982
internal_count=4073804 1301151 160185 1698 1660 1115 158487 24421 4709 4046 134066 3515 92731 66593 16374 4583 26138 11791 4379 7412 1454 1369 1101 211 2925 2786 2969 890 16702 6982
is_linear=0
shrinkage=0.1


Tree=4178
num_leaves=31
num_cat=0
split_feature=6 1 1 6 4 4 1 3 4 4 3 0 0 3 1 0 4 4 6 0 3 3 4 3 1 6 5 4 6 4
split_gain=4.4013e+11 3.28266e+12 1.09029e+13 2.4458e+13 2.06939e+13 2.36587e+13 1.70966e+13 2.3879e+13 1.54615e+13 1.62405e+13 1.54278e+13 1.52821e+13 1.87849e+13 2.56772e+13 1.51255e+13 2.04791e+13 1.40716e+13 1.27272e+13 1.21062e+13 1.07164e+13 1.04046e+13 2.12122e+13 1.0016e+13 9.82585e+12 1.74916e+13 8.98607e+12 1.48677e+13 8.37779e+12 8.07623e+12 7.83658e+12
threshold=39.005000000000003 30.330566300000005 30.315889700000003 35.305000000000007 14.500000000000002 7.5000000000000009 30.323041000000003 5.5000000000000009 5.5000000000000009 6.5000000000000009 12.500000000000002 59.939085000000013 59.963561900000009 8.5000000000000018 30.323041000000003 59.848366150000011 18.500000000000004 9.5000000000000018 37.505000000000003 60.01610465000001 3.5000000000000004 7.5000000000000009 17.500000000000004 10.500000000000002 30.323041000000003 30.025000000000002 1.5000000000000002 18.500000000000004 38.805000000000007 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 25 5 8 7 16 -5 -10 11 14 13 17 15 -7 22 -13 -17 23 -16 -22 -6 -14 -25 26 27 -4 -8 -9
right_child=-2 -3 3 4 6 10 28 29 9 -11 -12 12 19 -15 20 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=262.23612609235505 -18.992541087554301 14.462170594828308 22534.425835142745 4932.8904694733801 46780.448372947569 -39849.410274074391 -1931.8952852788223 -11999.174681152344 -99161.829931640634 2704.7764008620688 90499.751378676476 -90702.165831801482 28840.329116621317 83194.815000000002 18690.264386792453 9287.585584077382 3049.9447537781762 -15950.56288850204 90225.64365086412 -11239.375508134444 101741.41114149307 27739.029492187503 110653.48608870967 -71881.240204729358 25515.868883825231 -3101.170975008713 -51454.451651785719 -12396.504421270462 -31123.812287946432 13455.225478798115
leaf_weight=46876 3054110 965707 376 189 118 46 973 200 34 29 34 34 702 20 53 42 61 69 33 91 90 68 31 28 54 3206 35 84 105 306
leaf_count=46876 3054110 965707 376 189 118 46 973 200 34 29 34 34 702 20 53 42 61 69 33 91 90 68 31 28 54 3206 35 84 105 306
internal_value=0 56.885 815.735 4464.42 10574.2 18782.2 3180.67 15159 -9368.05 -52270.9 23983 22282.5 16099.9 -20492.4 40867.5 12681.4 43506.7 -40625.8 44900.3 21243.8 57031.1 69892.3 60069.5 25014.1 -7741.68 -1164.99 11375.2 16155.7 -4775.26 3394.2
internal_weight=0 1.01969e+06 53987 7111 3410 1616 1794 716 252 63 1364 1330 998 123 332 121 210 103 75 875 211 158 149 784 82 3701 495 460 1078 506
internal_count=4073804 1019694 53987 7111 3410 1616 1794 716 252 63 1364 1330 998 123 332 121 210 103 75 875 211 158 149 784 82 3701 495 460 1078 506
is_linear=0
shrinkage=0.1


Tree=4179
num_leaves=31
num_cat=0
split_feature=6 1 6 4 4 2 4 1 1 1 2 1 0 6 4 4 3 0 0 4 0 7 4 1 0 3 3 4 1 0
split_gain=3.81601e+11 2.47903e+12 7.30996e+12 7.8546e+12 1.17367e+13 8.99999e+12 3.40473e+13 8.89714e+12 9.87078e+12 1.8244e+13 9.83106e+12 8.86784e+12 8.35706e+12 7.70845e+12 7.03571e+12 1.13284e+13 7.4447e+12 6.87525e+12 9.41883e+12 8.15011e+12 7.90907e+12 1.62031e+13 1.42249e+13 1.34186e+13 1.51885e+13 1.85846e+13 1.08681e+13 1.05179e+13 9.01349e+12 7.85766e+12
threshold=34.010000000000012 38.109452700000006 33.005000000000003 10.500000000000002 19.500000000000004 75.000000000000014 9.5000000000000018 30.157841000000001 37.586700500000006 37.534144550000008 2875.5000000000005 37.978059650000013 55.866549750000011 33.305000000000007 25.500000000000004 26.500000000000004 3.5000000000000004 55.539595350000006 55.520061350000013 15.500000000000002 55.554045200000012 6.0000000000000009 17.500000000000004 37.425454150000007 55.743464250000009 9.5000000000000018 6.5000000000000009 13.500000000000002 37.234509300000006 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 9 10 17 14 -4 -11 16 -16 -6 18 -9 -20 21 -19 -23 24 25 26 27 -22 -27 -25
right_child=-2 -3 3 4 11 -7 -8 8 -10 13 -12 -13 -14 -15 15 -17 -18 20 19 -21 23 22 -24 29 -26 28 -28 -29 -30 -31
leaf_value=54.94546723227301 -12.105392072144912 192.5356304283292 -11508.440282637892 -13645.873656452632 5403.3958360241304 -2879.9550557082989 -117083.51666666668 -848.19793730335425 -2903.6171650125043 -10139.269650021117 -6294.8464608897339 42522.234565548781 20246.979357773002 39471.521740962016 23834.355177320875 -3036.3533169241932 -6841.5720436011534 -37167.57553530093 -91353.639945652176 -13312.393014526368 -22195.102473958337 72019.586468010981 -16576.876888020834 -21730.090136905834 6054.1728212548496 20088.609894953548 -38599.413559194712 51654.298975513608 79896.860540694222 9012.8843588907221
leaf_weight=101784 3522711 425624 1204 347 558 8228 30 293 2243 37 828 41 89 204 222 535 4506 27 23 32 30 74 24 261 3518 37 39 54 79 122
leaf_count=101784 3522711 425624 1204 347 558 8228 30 293 2243 37 828 41 89 204 222 535 4506 27 23 32 30 74 24 261 3518 37 39 54 79 122
internal_value=0 77.3804 -313.257 -1895.57 -398.586 -4110.87 -11766.2 2027.23 2713.48 4930.86 3738.31 -3821.71 -9322.65 31854.9 -4148.13 4843.83 -5492.3 5539.18 -7976.01 -45947.8 6641.95 31424.6 50322.5 5893.68 7711.42 32105.6 5025.22 25279.5 60820.1 -11937.3
internal_weight=0 551093 125469 23685 14134 9551 1323 8272 7925 5682 5441 5862 1293 241 5821 757 5064 4613 348 55 4265 125 98 4140 3757 239 123 84 116 383
internal_count=4073804 551093 125469 23685 14134 9551 1323 8272 7925 5682 5441 5862 1293 241 5821 757 5064 4613 348 55 4265 125 98 4140 3757 239 123 84 116 383
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=31
num_cat=0
split_feature=0 7 6 4 0 1 6 4 0 2 0 6 6 6 3 4 1 1 1 5 6 1 0 4 1 4 1 6 1 5
split_gain=3.68356e+11 3.77061e+12 9.83117e+12 9.42796e+12 1.92377e+13 2.68664e+13 1.52767e+13 1.84334e+13 6.36585e+13 3.37861e+13 4.6554e+13 3.57727e+13 3.17968e+13 2.47551e+13 2.09168e+13 2.09471e+13 2.37611e+13 3.08065e+13 1.88023e+13 3.19021e+13 2.23261e+13 2.04988e+13 3.25937e+13 4.36838e+13 2.94438e+13 2.5309e+13 2.50407e+13 2.02411e+13 2.0164e+13 1.95428e+13
threshold=45.073441650000007 6.0000000000000009 149.05000000000004 8.5000000000000018 45.029425500000009 38.989878900000008 46.010000000000012 15.500000000000002 45.047736150000013 2882.5000000000005 45.036141150000006 118.04500000000002 106.49500000000002 89.00500000000001 7.5000000000000009 11.500000000000002 39.038055050000004 38.977585500000011 38.97264950000001 1.5000000000000002 71.715000000000018 39.029038350000008 45.055912800000009 22.500000000000004 39.01296365000001 19.500000000000004 38.989878900000008 60.910000000000004 38.999037500000007 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 -5 8 9 10 11 -8 14 18 -10 -16 17 -17 19 -9 -21 22 23 25 28 -20 -25 -27 -24 -22
right_child=-2 2 -4 6 5 -7 7 13 12 -11 -12 -13 -14 -15 15 16 -18 -19 21 20 29 -23 24 26 -26 27 -28 -29 -30 -31
leaf_value=207.22016395328706 -10.821028997572339 -1504.4144689834445 11034.860597729188 -2014.5954424295128 -26862.521267081705 -3047.9588038039619 14431.768140566521 24068.944554893646 11040.150856451342 118.64351279987964 -33762.985547235803 106385.3365597747 120204.94780939276 -11079.584511270819 102867.85986013105 -17414.427876134072 -15246.330102539063 103437.63398141573 -15955.189988051716 -3242.1812647449538 25453.041265598731 1301.6440801827687 10732.035098298596 -32222.494465931675 45835.479760153896 -16608.114991586252 19684.897561651578 -71968.540153979658 -20050.631870373385 -818.08990090650889
leaf_weight=392688 3606732 16120 723 22915 750 1286 2626 816 243 10164 203 43 44 2033 62 31 60 66 1847 2441 632 8768 620 114 166 114 503 157 324 513
leaf_count=392688 3606732 16120 723 22915 750 1286 2626 816 243 10164 203 43 44 2033 62 31 60 66 1847 2441 632 8768 620 114 166 114 503 157 324 513
internal_value=0 83.56 -569.267 -683.164 -2661.25 -11820.5 -36.1192 1355.01 4175.62 2824.82 12402 15913.2 38976 -650.282 31239.9 53653.3 34218.2 64814.8 595.84 6222.79 2161.87 -1367.99 -7455.74 -13321.2 6996.53 -20142.4 10094.2 -48680.4 166.798 13682.7
internal_weight=0 467072 74384 73661 18156 2036 55505 32590 13542 13036 2872 2669 506 19048 462 219 157 97 17015 4402 3586 12613 3845 2735 1110 2118 617 271 944 1145
internal_count=4073804 467072 74384 73661 18156 2036 55505 32590 13542 13036 2872 2669 506 19048 462 219 157 97 17015 4402 3586 12613 3845 2735 1110 2118 617 271 944 1145
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=31
num_cat=0
split_feature=4 4 7 2 1 1 1 1 0 6 3 0 3 3 0 0 1 0 6 0 6 0 6 0 0 0 6 2 0 3
split_gain=3.58317e+11 4.17338e+12 1.70983e+13 3.33113e+13 2.62963e+13 2.92058e+13 2.50276e+13 3.11114e+13 3.6178e+13 2.46919e+13 2.33339e+13 2.7366e+13 2.32197e+13 2.2937e+13 2.49698e+13 4.93978e+13 7.1825e+13 3.24008e+13 4.6319e+13 5.19257e+13 4.13281e+13 3.109e+13 2.27682e+13 3.37891e+13 2.1782e+13 2.17644e+13 2.07338e+13 2.74269e+13 2.33261e+13 2.43971e+13
threshold=10.500000000000002 11.500000000000002 6.0000000000000009 75.000000000000014 37.631035900000008 37.503969450000007 30.389265100000003 30.472130500000002 59.963561900000009 66.990000000000023 8.5000000000000018 55.753967500000009 5.5000000000000009 9.5000000000000018 56.818587550000011 56.83050475000001 60.590708550000009 56.228352100000002 100.05000000000001 56.324067350000007 84.810000000000016 56.520242650000007 69.605000000000004 55.696737300000009 55.702806750000008 55.79439725000001 100.05000000000001 9651.0000000000018 47.22829500000001 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 -5 8 9 -8 11 -6 25 14 17 16 -16 26 20 -20 -19 -22 24 -24 -7 -13 -9 28 -28 -30
right_child=1 -3 -4 6 10 22 7 13 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=22.950055243940923 8769.2243948163577 -12.558702750907178 -3773.1894960484251 9484.7389346950658 -31246.19892412606 22874.520581371755 -38366.937869993402 -463.2839263688806 6970.3758939034597 -119486.73443627451 44053.484645113036 124122.6471435547 -34703.376826435815 -6330.50801085083 -31718.734263472128 9993.9911805293959 203000.26782226562 -22299.120019631573 -233786.63214285715 -13947.773845880683 123613.25499131945 -15515.391675646551 73986.613002232145 -81368.064620535719 87043.868356485764 12848.357642227566 5653.1248831283701 -5882.8904183415461 7665.2477689302896 56678.573241893871
leaf_weight=2547999 274 1489647 14398 2366 236 77 142 9083 140 51 94 32 37 5412 22 1474 32 616 21 22 36 29 28 28 169 39 371 482 156 291
leaf_count=2547999 274 1489647 14398 2366 236 77 142 9083 140 51 94 32 37 5412 22 1474 32 616 21 22 36 29 28 28 169 39 371 482 156 291
internal_value=0 -38.3252 -1099.86 669.011 18366.6 32409.4 -195.992 -1442.16 -31730 -59802.7 -100.661 -12166 29527.6 -883.298 1449.93 13435.4 107374 -198.929 -20652.6 -121311 -14296.8 61540.5 53857.9 -3690.73 66958.3 63000.2 1227.29 13039.2 24188.9 39573.3
internal_weight=0 1.5258e+06 36158 21760 1014 576 20746 18380 333 193 438 344 108 18047 12635 1528 54 11107 724 43 681 65 302 56 246 71 10383 1300 818 447
internal_count=4073804 1525805 36158 21760 1014 576 20746 18380 333 193 438 344 108 18047 12635 1528 54 11107 724 43 681 65 302 56 246 71 10383 1300 818 447
is_linear=0
shrinkage=0.1


Tree=4182
num_leaves=31
num_cat=0
split_feature=6 2 2 5 4 0 4 1 6 3 2 0 1 3 4 1 1 3 1 5 6 4 0 6 4 6 0 4 6 1
split_gain=3.66335e+11 2.23266e+12 1.32307e+13 2.29082e+13 1.77389e+13 2.8071e+13 2.70403e+13 1.81977e+13 1.81633e+13 1.69689e+13 1.43902e+13 1.38427e+13 1.37627e+13 1.33584e+13 1.24565e+13 1.24414e+13 1.20128e+13 1.12521e+13 1.12064e+13 1.03641e+13 1.0141e+13 1.07671e+13 1.40293e+13 9.76783e+12 9.73726e+12 1.19213e+13 8.59196e+12 1.13018e+13 8.49495e+12 1.64711e+13
threshold=87.395000000000024 4046.5000000000005 5261.5000000000009 2.5000000000000004 7.5000000000000009 56.638205000000006 6.5000000000000009 40.965343750000009 108.05000000000001 3.5000000000000004 4244.5000000000009 52.07762420000001 37.631035900000008 2.5000000000000004 4.5000000000000009 47.800771000000005 45.126607350000008 4.5000000000000009 50.815483650000004 3.5000000000000004 94.02500000000002 21.500000000000004 60.753246850000004 93.050000000000011 2.5000000000000004 156.15000000000003 61.686687400000004 6.5000000000000009 122.65000000000002 44.628646350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 -8 -5 14 -6 -7 -12 -9 -13 -18 28 -15 23 22 -22 -20 -17 26 27 -26 -14 -30
right_child=1 2 -4 4 12 7 8 15 -10 -11 11 16 18 19 -16 24 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.517837482291597 -326.24437479507839 -24918.208417619979 27.090907749565481 -40499.263348388675 40054.63993928329 54452.767384655075 3086.0240794994215 -65270.245568847662 170453.88580078125 116272.80255408655 17602.655772569444 -38769.403729838712 -138.56766725632539 35010.59949829102 92739.055921052641 49910.043750000004 35439.225336198746 -1359.0039758192754 6908.3537027994798 -38420.64879117399 114871.45292968751 -41612.289921875003 26989.556375376385 -61802.023166015628 15496.175406240489 -45386.13454241072 -22400.140014234639 -39232.854146984013 6685.8358475534542 -46181.151612128589
leaf_weight=3832905 164923 224 72199 32 92 106 27 32 20 26 36 31 1404 40 57 35 314 113 120 37 20 20 198 25 308 63 118 43 114 122
leaf_count=3832905 164923 224 72199 32 92 106 27 32 20 26 36 31 1404 40 57 35 314 113 120 37 20 20 198 25 308 63 118 43 114 122
internal_value=0 -119.615 328.92 6098.52 8053.98 16623.2 31877.8 3826.5 89253.3 58611.6 24693.6 28479.7 2227.72 31425.4 63654 -4605.23 21337.3 25701.1 507.466 -274.546 15908.8 28609.7 35052.1 -4938.26 -1181.45 -4542.73 943.695 8791.48 -3089.31 -20643.7
internal_weight=0 240899 75976 3777 3553 1438 656 782 73 53 583 551 2115 183 93 599 458 427 2023 77 383 238 218 145 567 532 469 351 1640 236
internal_count=4073804 240899 75976 3777 3553 1438 656 782 73 53 583 551 2115 183 93 599 458 427 2023 77 383 238 218 145 567 532 469 351 1640 236
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=31
num_cat=0
split_feature=3 3 6 1 6 6 6 5 1 1 6 4 4 0 2 5 6 7 6 2 1 6 0 4 0 4 2 1 0 4
split_gain=3.75025e+11 2.85404e+12 1.15692e+13 1.60838e+13 4.85839e+13 1.67656e+13 1.61966e+13 1.67514e+13 2.33723e+13 6.33975e+13 2.08005e+13 2.07121e+13 3.77899e+13 1.95439e+13 1.4203e+13 1.39606e+13 1.31813e+13 1.69051e+13 1.20167e+13 3.00489e+13 1.53021e+13 1.53675e+13 1.87105e+13 1.12341e+13 1.04563e+13 1.29999e+13 1.03904e+13 9.77861e+12 9.94247e+12 9.76939e+12
threshold=14.500000000000002 13.500000000000002 58.045000000000009 49.692247900000005 110.01500000000001 100.05000000000001 168.45000000000002 3.5000000000000004 61.381045500000006 82.92647190000001 138.05000000000004 24.500000000000004 16.500000000000004 56.818587550000011 6082.0000000000009 1.5000000000000002 88.825000000000003 6.0000000000000009 125.02000000000002 2632.5000000000005 30.303340300000002 138.05000000000004 45.029425500000009 31.500000000000004 55.161746650000005 22.500000000000004 2828.5000000000005 82.981285100000022 55.055052800000006 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 15 18 5 16 7 11 10 -10 -9 12 13 -6 -14 -3 27 -18 29 -20 -21 -22 -23 -17 25 -7 -24 -5 -29 -4
right_child=-2 2 3 4 6 24 -8 8 9 -11 -12 -13 14 -15 -16 23 17 -19 19 20 21 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3115735205284658 104.67892152066878 -714.47358210218397 -1524.3448458152448 -2452.8643763987639 38492.284876302081 -40964.553930554583 -22468.223208841464 84981.39453125 252519.47769886363 34658.620013786764 -11191.647407670454 -45032.345714285715 27724.400710227274 -59616.029434121621 124754.4803548177 3638.2268889293164 23891.206016963217 -7612.4002971887594 44292.876895878231 50382.616511230473 -64466.643184168199 41529.191025641026 13859.864090401788 -25164.79892791971 5573.6531927144752 21615.403415464745 -56480.655933779759 16426.91755537736 -3797.3420558449079 -6076.0110852199268
leaf_weight=3686932 315724 32093 11412 4894 45 223 41 46 22 34 44 35 22 37 48 11691 509 256 58 20 136 39 28 137 106 39 84 608 405 8036
leaf_count=3686932 315724 32093 11412 4894 45 223 41 46 22 34 44 35 22 37 48 11691 509 256 58 20 136 39 28 137 106 39 84 608 405 8036
internal_value=0 -8.79429 -636.127 -2255.72 1717.51 -148.312 36838.8 44140.9 69524.2 120247 37963.5 24322.9 40292.8 -5776.1 94259.3 367.873 997.778 13348.8 -3742.5 -21719.1 -34190.5 -40084.1 -18123.6 3304.61 -20927.4 -31649.2 -38895.5 -601.773 8341.21 -3405.11
internal_weight=0 3.75808e+06 71148 27227 7414 7040 374 333 146 56 90 187 152 82 70 43921 6672 765 19813 365 307 287 151 11828 368 262 112 5907 1013 19448
internal_count=4073804 3758080 71148 27227 7414 7040 374 333 146 56 90 187 152 82 70 43921 6672 765 19813 365 307 287 151 11828 368 262 112 5907 1013 19448
is_linear=0
shrinkage=0.1


Tree=4184
num_leaves=31
num_cat=0
split_feature=2 5 1 4 6 6 0 2 6 6 6 0 0 6 0 6 0 3 3 1 6 1 0 1 1 4 4 3 6 3
split_gain=3.64994e+11 3.13943e+12 8.56224e+12 2.08967e+13 2.1225e+13 1.10043e+13 1.01141e+13 9.50759e+12 1.46426e+13 2.60567e+13 2.40771e+13 3.03047e+13 6.5182e+13 5.07417e+13 1.93384e+13 3.14556e+13 3.29667e+13 5.70033e+13 4.58304e+13 7.09254e+13 2.87669e+13 5.3296e+13 2.03488e+13 1.98537e+13 1.93119e+13 1.88756e+13 2.76765e+13 3.35901e+13 1.83512e+13 1.75919e+13
threshold=915.50000000000011 3.5000000000000004 38.893394150000006 5.5000000000000009 97.020000000000024 95.045000000000016 55.812023600000011 75.000000000000014 80.030000000000015 81.02500000000002 77.010000000000005 55.743464250000009 55.783232450000007 79.015000000000015 55.737027400000009 92.02500000000002 55.753967500000009 3.5000000000000004 2.5000000000000004 37.631035900000008 85.020000000000024 37.649344350000007 55.82518790000001 37.503969450000007 37.563506350000004 17.500000000000004 15.500000000000002 4.5000000000000009 86.030000000000015 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 7 5 6 -4 -5 8 10 -10 25 -12 -13 -14 20 16 17 -16 19 24 21 23 -20 -11 -18 26 -3 -28 -22 -17
right_child=-2 2 3 4 -6 -7 -8 -9 9 14 11 12 13 -15 15 29 18 -19 22 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=37.18539047496234 -13.390530353415011 -3707.0555750307831 -7227.1445599955905 9992.9950366210942 -146718.11040969123 72707.862851562502 -80492.330877976201 4203.0214195388089 77111.399913194458 57845.919269024889 -8058.9887423485825 -237696.79055397731 51352.182692792339 -138079.3729266827 -185506.97888113841 5163.3654450823551 -61647.308471679688 -11754.529153963415 -2508.308472813198 172241.78348214287 -64567.655278577309 -21735.280651595745 -69565.827659606934 174282.66728515626 42578.200561523438 60344.515971447181 18750.330308948865 -140771.02214873343 5586.33496075943 -24823.795866791541
leaf_weight=666589 3394471 828 124 30 21 20 21 7539 45 27 97 22 31 26 35 1099 40 41 70 28 38 47 128 32 32 42 22 33 1988 238
leaf_count=666589 3394471 828 124 30 21 20 21 7539 45 27 97 22 31 26 35 1099 40 41 70 28 38 47 128 32 32 42 22 33 1988 238
internal_value=0 66.9094 1621.66 -18118.7 -62106 3874.94 -27265.7 1962.01 -1424.44 1458.48 -11605 -45506.8 -91487 -35055.2 572.615 -7345.9 -32982.1 -91772.1 -17988.7 37193.8 6927.48 57710.6 -45858.6 120998 -15324.9 -5154.5 -8269.96 -76962.5 4270.51 -174.663
internal_weight=0 679333 12744 216 72 144 51 12528 4989 3888 1101 176 79 57 3843 1711 374 76 298 100 2132 106 198 59 72 925 883 55 2026 1337
internal_count=4073804 679333 12744 216 72 144 51 12528 4989 3888 1101 176 79 57 3843 1711 374 76 298 100 2132 106 198 59 72 925 883 55 2026 1337
is_linear=0
shrinkage=0.1


Tree=4185
num_leaves=31
num_cat=0
split_feature=0 6 6 4 1 1 4 3 1 5 4 4 4 3 4 4 1 4 1 4 4 1 3 4 0 5 3 4 0 3
split_gain=3.60074e+11 3.8845e+12 1.33717e+13 1.47639e+13 1.54549e+13 2.05812e+13 3.08604e+13 2.8908e+13 2.85715e+13 2.51252e+13 2.21256e+13 2.14987e+13 6.9133e+13 3.33198e+13 2.05638e+13 4.15295e+13 3.22533e+13 4.173e+13 5.67148e+13 1.99082e+14 4.3954e+13 4.07396e+13 4.00892e+13 3.30329e+13 2.05335e+13 2.58944e+13 2.10788e+13 5.95151e+13 6.25119e+13 6.55601e+13
threshold=45.073441650000007 99.050000000000011 103.03500000000001 25.500000000000004 39.004719500000007 39.069277450000008 16.500000000000004 16.500000000000004 39.939672500000007 2.5000000000000004 12.500000000000002 5.5000000000000009 8.5000000000000018 8.5000000000000018 20.500000000000004 19.500000000000004 39.718675700000013 13.500000000000002 39.735861600000007 5.5000000000000009 4.5000000000000009 39.712886600000012 6.5000000000000009 7.5000000000000009 44.601833250000006 4.5000000000000009 11.500000000000002 16.500000000000004 45.063245050000006 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 24 6 10 8 9 11 -6 -7 -13 -14 15 16 21 18 19 20 -18 -11 -19 -20 -3 26 -26 28 29 -28
right_child=-2 2 -4 -5 5 7 -8 -9 -10 14 -12 12 13 -15 -16 -17 17 22 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=12.798953699858895 -10.698694082093832 41752.390442073171 69.287844492420604 89258.73980654763 -1647.209965093085 -93719.239303385431 7792.0765498004666 -86525.704190602031 -346.13993804400326 23485.098765500912 -51295.592413255945 160401.15238095238 -129122.02181047712 28088.883263221156 -36009.806213662792 170424.46548295455 148052.03007812501 215981.6801339286 -36889.284811336438 -95069.579310344823 352883.81687500002 -79178.904135529898 53298.452935606059 68922.780904796513 1311.3478371727679 116521.5620649858 6124.5504178779074 -2271.5254515533893 136.17269059065936 156227.75749782985
leaf_weight=441213 3606732 205 20193 21 141 30 347 34 1838 242 247 21 28 26 43 22 22 28 94 29 20 46 33 43 1517 22 43 343 91 90
leaf_count=441213 3606732 205 20193 21 141 30 347 34 1838 242 247 21 28 26 43 22 22 28 94 29 20 46 33 43 1517 22 43 343 91 90
internal_value=0 82.6154 1273.84 5566.74 5255.39 899.086 -13875.4 5077.33 6291.56 23073 -33253.3 -22173.9 6444.25 -53427.9 30711.1 35666.2 30343.6 55242.5 33912.9 106448 245591 7087.38 127973 -3678.2 11540.1 8599.19 7459.9 23910.3 64001.1 107698
internal_weight=0 467072 25859 5666 5645 3334 735 2599 2565 727 388 105 75 54 622 579 557 269 208 71 42 288 61 137 2311 2106 2084 567 224 133
internal_count=4073804 467072 25859 5666 5645 3334 735 2599 2565 727 388 105 75 54 622 579 557 269 208 71 42 288 61 137 2311 2106 2084 567 224 133
is_linear=0
shrinkage=0.1


Tree=4186
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 0 4 1 5 4 6 0 6 0 7 6 4 4 3 4 6 0 4 5 6 4 4 6 0
split_gain=4.25076e+11 2.40269e+12 7.10068e+12 2.33079e+13 5.9801e+13 6.92787e+13 2.80715e+13 2.3507e+13 1.91942e+13 3.23076e+13 5.20329e+13 3.15588e+13 2.45813e+13 2.71843e+13 2.67978e+13 2.80244e+13 2.66011e+13 2.53424e+13 4.88262e+13 3.31904e+13 2.46114e+13 2.41774e+13 2.26466e+13 3.47808e+13 5.48357e+13 1.91456e+13 4.49108e+13 6.98976e+13 3.11212e+13 2.70709e+13
threshold=87.395000000000024 36.593086150000012 30.389265100000003 60.034792100000011 60.05226170000001 108.05000000000001 60.042359000000012 10.500000000000002 30.410676000000006 2.5000000000000004 7.5000000000000009 98.020000000000024 60.002985000000002 94.02500000000002 59.905532300000012 6.0000000000000009 91.02500000000002 15.500000000000002 9.5000000000000018 11.500000000000002 6.5000000000000009 96.050000000000011 59.963561900000009 13.500000000000002 3.5000000000000004 128.05000000000004 12.500000000000002 14.500000000000002 105.00500000000001 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 10 -4 -12 14 -14 17 16 -16 18 20 -19 -11 -18 23 24 -23 28 -27 29 -10 -28
right_child=1 -3 3 4 -6 -7 -8 -9 25 12 11 -13 13 -15 15 -17 21 19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=8.0981682281159717 -200.69150826242611 -272.34611781374969 172867.89838709679 -93260.611523437503 -3177.6688936276782 -244354.65769159226 -125323.1494140625 38977.510758860524 5158.1419016918799 24728.26440955529 67350.197036082478 -23118.222125244141 141367.96218261719 17850.886451939175 -112849.7314732143 20761.969678033936 32724.779591346156 120364.1806893808 -55732.25605709877 5437.4207633809847 143887.27363281252 -101922.70791952056 -113251.18077651516 42706.51534649884 64874.29305555555 -652.75347368289272 178704.09268465909 18644.500673378661 -9257.2690408462367 65765.389424542693
leaf_weight=3832905 30731 199675 31 20 970 21 28 41 5423 130 97 64 28 49 35 163 65 54 81 47 20 73 33 54 27 546 44 239 2069 41
leaf_count=3832905 30731 199675 31 20 970 21 28 41 5423 130 97 64 28 49 35 163 65 54 81 47 20 73 33 54 27 546 44 239 2069 41
internal_value=0 -128.849 566.204 2812.22 -11101.8 -80978.5 -42429 -4379.25 4408.65 17145.9 54230.8 31387.6 8856.82 62766.2 3548.61 -12351.8 -31158.6 25100.4 6831.63 66883.4 40616.1 -19812.6 -38074.3 -21964.9 -56887.5 2807.74 16849.4 46343.8 1177.16 124228
internal_weight=0 240899 41224 10493 1080 110 89 61 9413 1051 192 161 859 77 782 450 287 332 231 101 150 252 187 154 100 8362 870 324 7492 85
internal_count=4073804 240899 41224 10493 1080 110 89 61 9413 1051 192 161 859 77 782 450 287 332 231 101 150 252 187 154 100 8362 870 324 7492 85
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=31
num_cat=0
split_feature=6 4 6 3 0 7 1 0 4 0 1 1 6 4 0 3 6 6 3 6 1 1 1 1 6 5 6 5 1 4
split_gain=3.52745e+11 2.48434e+12 1.72483e+13 8.8946e+12 6.24103e+12 1.68288e+13 1.12958e+13 3.66583e+13 3.44737e+13 1.02411e+13 3.42626e+13 2.76874e+13 1.81984e+13 1.5878e+13 2.57911e+13 5.21767e+13 1.60799e+13 1.52122e+13 1.37325e+13 2.15842e+13 2.35711e+13 1.87542e+13 1.0272e+13 3.53269e+13 4.48315e+13 2.2814e+13 1.63782e+13 1.4992e+13 1.7518e+13 1.31334e+13
threshold=41.505000000000003 4.5000000000000009 42.005000000000003 2.5000000000000004 45.022979600000006 6.0000000000000009 33.882313700000005 44.601833250000006 2.5000000000000004 44.990874950000006 38.948208550000011 38.97264950000001 122.65000000000002 2.5000000000000004 45.015054600000006 1.5000000000000002 50.995000000000012 71.715000000000018 2.5000000000000004 91.02500000000002 38.999037500000007 39.004719500000007 37.343102500000008 37.318079750000003 118.04500000000002 3.5000000000000004 85.020000000000024 4.5000000000000009 45.126607350000008 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 -4 -9 22 -11 13 17 -12 -15 -16 -17 -13 19 20 -19 -20 23 25 26 -8 -25 -24 -29 -30
right_child=1 -3 4 -5 -6 -7 9 8 -10 10 11 12 -14 14 15 16 -18 18 21 -21 -22 -23 27 24 -26 -27 -28 28 29 -31
leaf_value=42.861785964589842 -2168.1555915879494 8.0422324217682188 -34856.897087239588 -8072.2755815264481 -337.64016011397052 -5626.027636994304 70.529571346919894 -18160.381360554245 78800.5073816636 -20644.265748956856 12405.881311092277 2142.2173242398435 -62703.62294170673 16984.653176373668 166147.02745535714 -20496.589803538605 57860.825334087167 144374.104609375 -52819.974884588075 -739.61224493408201 43191.282603377527 25405.231553604579 260.77029536522349 30008.26664125796 164446.03743489584 -75528.218714230563 -38653.515789473684 10099.099043996712 26112.510145089287 115493.66759702621
leaf_weight=1305005 7839 2542733 75 3783 187822 3101 557 53 119 385 374 1591 39 211 42 34 114 30 44 75 99 101 18755 405 24 43 38 247 35 31
leaf_count=1305005 7839 2542733 75 3783 187822 3101 557 53 119 385 374 1591 39 211 42 34 114 30 44 75 99 101 18755 405 24 43 38 247 35 31
internal_value=0 -20.2018 -337.884 -4089.97 -134.536 1298.39 2211.3 23483.8 48923 1985.54 7298.28 11204.6 4929.95 27227.1 41050.3 67775.9 39859.8 6289.59 25196.4 41920 66722.2 1667.93 1157.3 10705.5 31330.2 -5347.38 24118.5 623.005 22328.2 68094.6
internal_weight=0 2.7688e+06 226066 11622 214444 26622 23521 247 172 23274 3139 2754 1979 775 401 190 148 1940 349 204 129 145 20135 1067 467 600 443 19068 313 66
internal_count=4073804 2768799 226066 11622 214444 26622 23521 247 172 23274 3139 2754 1979 775 401 190 148 1940 349 204 129 145 20135 1067 467 600 443 19068 313 66
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 6 6 6 0 6 6 6 0 0 6 0 6 0 0 0 0 1 6 5 1 6 0 1 0
split_gain=4.00361e+11 2.43834e+12 5.59349e+12 2.58408e+13 1.53336e+13 2.20711e+13 1.55104e+13 2.12812e+13 1.705e+13 1.36884e+13 1.20143e+13 2.80568e+13 1.36691e+13 1.61351e+13 1.17421e+13 1.39221e+13 1.27037e+13 1.10471e+13 1.0501e+13 1.01443e+13 2.59378e+13 3.25781e+13 4.3234e+13 4.08904e+13 2.17902e+13 1.91753e+13 1.76611e+13 3.34915e+13 1.80633e+13 3.09941e+13
threshold=3.5000000000000004 4.5000000000000009 38.999037500000007 38.97264950000001 45.059854000000009 45.040161900000008 108.05000000000001 71.715000000000018 85.020000000000024 44.249882500000005 78.605000000000004 62.995000000000012 82.00500000000001 45.036141150000006 45.067157700000003 64.805000000000021 45.097384400000003 57.410000000000004 45.029425500000009 55.462387050000011 55.60524465000001 55.579943700000008 38.109452700000006 66.990000000000023 3.5000000000000004 38.166910000000009 55.805000000000007 55.390026600000006 20.507515800000004 45.022979600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 -9 -2 11 -5 -12 -14 15 -6 -16 -18 -13 26 21 24 -23 25 -21 -24 -11 28 -28 -30
right_child=1 -3 -4 4 14 6 -8 8 -10 19 12 18 13 -15 16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=126.37496407558632 77104.740132472827 6.6873836620903395 -954.73149842498685 2949.8263082449776 -3605.1147578125001 32302.725841429889 -41269.075475543475 135900.77470703126 34156.932700892859 337.56566118661635 -79348.977822580651 26916.930423060334 67713.860988451095 -41394.822712476329 31016.438900862071 -90697.967510775867 4703.6726273401309 -37305.662829081222 93294.593389423084 3369.8708983591241 285.3609138038376 11842.171410298144 66953.249227514025 154454.31420703125 85698.378198982013 -38755.973916903415 6703.4146752539455 -45238.287468785682 1731.1701076597965 -16412.566860994884
leaf_weight=236154 23 3715317 78234 420 50 314 23 40 28 9467 31 44 23 33 145 29 317 78 52 1246 26282 234 78 50 33 22 1001 219 1688 2129
leaf_count=236154 23 3715317 78234 420 50 314 23 40 28 9467 31 44 23 33 145 29 317 78 52 1246 26282 234 78 50 33 22 1001 219 1688 2129
internal_value=0 -7.77662 -447.056 453.588 12821.5 20429 38484.7 43286.6 94006.3 -20.1968 8302.09 14098 -26073.9 3417.67 433.133 -35575.9 5701.12 -3591.84 62871.5 -61.9851 1051.72 13163.2 38707 80616.3 5494.06 43697.2 -2207.77 -6991.7 -5253.22 -8388.82
internal_weight=0 3.83765e+06 122333 44099 1627 1008 405 382 68 42472 603 516 87 56 619 79 540 395 96 42449 27945 1663 384 150 1279 100 14504 5037 4818 3817
internal_count=4073804 3837650 122333 44099 1627 1008 405 382 68 42472 603 516 87 56 619 79 540 395 96 42449 27945 1663 384 150 1279 100 14504 5037 4818 3817
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=31
num_cat=0
split_feature=6 1 1 6 6 6 4 3 3 3 1 1 1 1 4 5 1 4 1 0 1 1 6 6 0 3 4 1 3 1
split_gain=3.61989e+11 3.58716e+12 7.46149e+12 1.71732e+13 9.82446e+12 7.83095e+12 2.24874e+13 6.72227e+12 2.30051e+13 1.40345e+13 1.90072e+13 1.90099e+13 1.6338e+13 1.51112e+13 2.42528e+13 1.45347e+13 1.92668e+13 1.4437e+13 1.40845e+13 1.39681e+13 3.36639e+13 3.19078e+13 4.19686e+13 3.44876e+13 3.35482e+13 2.37281e+13 1.83351e+13 2.13801e+13 3.47912e+13 2.33852e+13
threshold=142.05000000000004 47.256487700000001 47.17130860000001 168.45000000000002 149.05000000000004 189.00000000000003 6.5000000000000009 6.5000000000000009 5.5000000000000009 10.500000000000002 82.918694400000007 82.93515810000001 82.901648750000021 82.860505900000007 11.500000000000002 4.5000000000000009 92.791023150000015 11.500000000000002 65.593879100000024 57.113979900000011 61.400814300000008 65.559704250000024 149.05000000000004 149.05000000000004 57.14107305000001 7.5000000000000009 15.500000000000002 61.335446300000008 7.5000000000000009 60.605526900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -3 10 12 -12 13 18 -15 -13 -17 -11 19 20 26 23 -23 -21 -24 -25 -9 28 -28 -30
right_child=1 7 3 5 -6 6 -8 9 -10 17 11 15 -14 14 -16 16 -18 -19 -20 21 -22 22 24 25 -26 -27 27 -29 29 -31
leaf_value=2.1094492296190284 616.46250528596784 -1660.5584914061355 30088.887565104171 112794.537109375 -63569.192333984378 -32998.407404119316 113511.69820312499 10875.345160716584 -21322.596245589957 -72344.388004032255 85001.076926757814 4291.0788115919686 -32769.258932291668 110243.87668026195 -19503.286937500001 28182.110233561201 131934.62318892046 -3455.1555981340407 -75858.235085227279 91091.109880514719 -73932.489171742593 -8045.8894990808831 220769.79363606774 48105.125651041672 53566.786653645839 -46572.999128906253 -118536.41037016369 62079.367471590907 29761.389843750003 -90319.095108695663
leaf_weight=4053505 10157 5966 21 20 24 22 20 698 661 31 50 228 120 34 25 96 22 1629 22 34 59 34 24 36 24 100 42 22 55 23
leaf_count=4053505 10157 5966 21 20 24 22 20 698 661 31 50 228 120 34 25 96 22 1629 22 34 59 34 24 36 24 100 42 22 55 23
internal_value=0 -421.236 893.197 27162.3 -19862.1 61292.9 36768.3 -1765.66 -3621.72 1843.51 8097.15 27364.8 2453.66 5884.46 55266.3 19035.9 47525.8 -4741.64 3400.64 4915.58 -916.876 25722.6 76957.5 1009.31 137168 -21511.1 4211.6 -28544 -45158.3 -5646.96
internal_weight=0 20299 10264 107 45 62 42 10035 6627 3408 1748 396 1352 1232 59 346 118 1660 1173 1151 899 252 82 170 48 136 840 142 120 78
internal_count=4073804 20299 10264 107 45 62 42 10035 6627 3408 1748 396 1352 1232 59 346 118 1660 1173 1151 899 252 82 170 48 136 840 142 120 78
is_linear=0
shrinkage=0.1


Tree=4190
num_leaves=31
num_cat=0
split_feature=2 0 1 6 6 6 5 6 1 4 0 7 4 6 0 6 4 6 3 3 0 4 6 4 4 1 0 0 1 4
split_gain=3.70923e+11 2.26008e+12 6.21712e+12 2.53569e+12 3.98734e+12 6.08866e+12 7.96033e+12 4.20192e+12 2.24838e+12 4.16366e+12 5.14541e+12 6.51556e+12 5.34326e+12 6.76566e+12 4.11311e+12 3.58325e+12 2.48269e+12 2.91071e+12 2.38166e+12 2.27481e+12 1.17865e+13 1.45679e+13 1.66943e+13 5.20508e+13 2.43677e+13 2.28347e+13 2.37544e+13 1.61074e+13 3.26833e+13 2.28617e+13
threshold=3338.0000000000005 61.686687400000004 65.593879100000024 37.995000000000012 46.010000000000012 55.015000000000008 2.5000000000000004 68.00500000000001 91.443676550000006 6.5000000000000009 53.715816400000008 6.0000000000000009 4.5000000000000009 59.815000000000005 52.960348700000004 105.00500000000001 4.5000000000000009 57.995000000000012 3.5000000000000004 1.5000000000000002 56.115175650000005 7.5000000000000009 106.49500000000002 16.500000000000004 15.500000000000002 30.370944000000005 56.288960650000007 56.342669500000007 44.064675150000006 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 -6 -7 -8 19 10 14 12 13 -12 18 -11 -16 -18 -10 20 -1 -22 27 24 25 -24 -27 28 29 -23
right_child=-2 2 3 4 5 6 7 -9 9 15 11 -13 -14 -15 16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=638.24500999096733 36.247693327933263 18380.672190540245 7093.0951562500013 -64318.719466145842 28753.049990699408 -76591.719426081734 27075.330000000002 -34420.434640625004 1023.6660173688617 -1537.9499211017903 15617.255181944025 65891.283183593754 5032.0473943242941 68007.500013950907 411.27717911091258 -37908.252681623184 -9231.160414203845 -41995.905445075761 41575.824638671882 -61.290678366343812 -2070.1233800108566 72809.692412405304 91587.034023437503 157903.98582175927 -69872.235009765631 78685.9573325893 -15402.172381114131 2153.4781218651565 6741.2482172744949 -10837.102653163285
leaf_weight=195668 1667517 53 25 24 21 26 20 25 28 832 206 20 959 28 235 28 152 33 30 2143395 40687 33 40 27 32 35 115 18411 1786 3313
leaf_count=195668 1667517 53 25 24 21 26 20 25 28 832 206 20 959 28 235 28 152 33 30 2143395 40687 33 40 27 32 35 115 18411 1786 3313
internal_value=0 -25.1191 -10818.2 -21793.6 -28019.2 -18549.7 -32540.7 -7088.98 -24.2488 2942.97 5824.07 9286.83 8337.89 21886.2 -2963.21 -2722.1 -6410.36 -15075.7 21998.9 -27.3981 251.849 -920.709 1044.92 26802.2 10857.3 24453.9 6551.72 772.499 -4181.75 -10012.1
internal_weight=0 2.40629e+06 194 141 116 92 71 45 2.40609e+06 2551 1691 1213 1193 234 478 860 420 185 58 2.40354e+06 260147 64479 23792 249 222 190 150 23543 5132 3346
internal_count=4073804 2406287 194 141 116 92 71 45 2406093 2551 1691 1213 1193 234 478 860 420 185 58 2403542 260147 64479 23792 249 222 190 150 23543 5132 3346
is_linear=0
shrinkage=0.1


Tree=4191
num_leaves=31
num_cat=0
split_feature=0 0 2 3 6 4 6 6 0 5 6 4 4 1 3 4 4 1 1 7 6 1 4 1 1 4 6 1 5 3
split_gain=4.54822e+11 3.44619e+12 4.46844e+13 1.0829e+13 1.71891e+13 1.69882e+13 4.58112e+13 4.69433e+13 1.3646e+13 2.79346e+13 3.43744e+13 4.22101e+13 9.66011e+13 9.65492e+13 1.10549e+14 6.5703e+13 6.20022e+13 4.62429e+13 9.71857e+13 5.19015e+13 3.22796e+13 5.49853e+13 7.01146e+13 1.11236e+14 3.19599e+13 3.17116e+13 2.89574e+13 2.76328e+13 2.75488e+13 3.84553e+13
threshold=56.067362750000008 55.876067900000002 5261.5000000000009 5.5000000000000009 53.705000000000005 6.5000000000000009 84.810000000000016 110.01500000000001 55.910578700000009 1.5000000000000002 68.515000000000015 8.5000000000000018 7.5000000000000009 37.290808600000013 2.5000000000000004 10.500000000000002 6.5000000000000009 37.702956500000006 37.425454150000007 6.0000000000000009 64.805000000000021 37.729575300000008 5.5000000000000009 37.46219940000001 37.475446350000006 4.5000000000000009 81.705000000000013 37.425454150000007 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 -1 3 4 -3 6 -5 -8 9 27 20 12 16 -14 -15 17 -12 18 -13 24 -11 22 23 25 -20 -22 -18 -6 29 -17
right_child=-2 2 -4 5 8 -7 7 -9 -10 10 11 15 13 14 -16 28 26 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.999579146724856 54.430041807706885 -78.796059218746677 -35033.22160340174 6992.497047072191 48153.851000000002 361.27634410484808 232425.168671875 22945.396059782608 -1770.3198712137817 -4257.5567607320236 2104.7660407150847 23410.557189360119 -61365.31048677885 -22128.184672619049 256739.17112926138 -6043.5282843101959 -139783.88184027778 -30630.727209647881 -138767.7689089753 -25579.897276239812 -37944.680410156252 -17275.355340935203 21234.905981816548 307322.77961956523 -267468.62497767858 118355.20907841435 -32883.751144935341 -66504.469204989349 -7677.200095305936 -65241.142452315602
leaf_weight=2790408 1115010 54168 373 208 25 81536 20 23 23652 3771 948 42 26 21 44 217 45 209 43 23 25 323 559 23 35 27 58 132 1588 222
leaf_count=2790408 1115010 54168 373 208 25 81536 20 23 23652 3771 948 42 26 21 44 217 45 209 43 23 25 323 559 23 35 27 58 132 1588 222
internal_value=0 -20.5117 -459.844 -383.089 -1164.98 441.24 26417.1 120378 -3000.29 -6461.08 -5665.79 -13146.1 2656.85 101498 166644 -20732.1 -5901.25 -60611.7 -104430 -157592 -95.0669 16307 33415.9 124205 -196518 43211 -79587.7 -48246.8 -13806.8 -35979.5
internal_weight=0 2.95879e+06 168386 168013 86226 81787 251 43 32058 8406 8249 3521 1142 91 65 2379 1051 352 143 101 4728 957 634 75 78 52 103 157 2027 439
internal_count=4073804 2958794 168386 168013 86226 81787 251 43 32058 8406 8249 3521 1142 91 65 2379 1051 352 143 101 4728 957 634 75 78 52 103 157 2027 439
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=31
num_cat=0
split_feature=2 1 6 0 0 4 6 6 5 2 6 6 1 4 4 6 6 3 1 4 1 0 0 3 3 6 1 1 4 6
split_gain=3.85777e+11 3.1171e+12 6.82316e+12 4.12021e+12 9.31497e+12 5.55685e+12 4.83311e+12 3.2774e+12 3.05812e+12 1.88528e+13 2.7324e+13 4.87521e+13 4.12589e+13 3.96815e+13 1.47024e+14 3.91861e+13 5.09129e+13 3.73457e+13 7.7131e+13 4.55225e+13 3.8815e+13 3.26203e+13 9.24847e+13 5.59193e+13 5.50221e+13 5.28114e+13 9.20559e+13 1.01664e+14 1.19702e+14 5.78744e+13
threshold=915.50000000000011 39.873894000000007 39.995000000000012 52.960348700000004 53.20799465000001 8.5000000000000018 54.010000000000012 63.140000000000008 2.5000000000000004 75.000000000000014 66.50500000000001 62.375000000000007 37.71815560000001 10.500000000000002 11.500000000000002 42.405000000000008 33.005000000000003 3.5000000000000004 37.740454950000007 16.500000000000004 37.488790500000007 55.649510000000014 55.749683450000006 7.5000000000000009 9.5000000000000018 80.030000000000015 37.586700500000006 37.46219940000001 24.500000000000004 95.045000000000016
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 3 -3 6 5 -5 -1 -4 -6 10 11 13 21 15 -15 16 -10 18 19 20 -16 -12 23 -23 25 -25 27 29 -29 -27
right_child=-2 2 7 4 8 -7 -8 -9 9 -11 12 -13 -14 14 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-4001.669696334714 -13.76650055902766 10687.508369160474 -12669.94486812027 17831.761540965545 -39.129070530677843 82664.288554687504 -59535.283187500005 -41726.57258093002 -8744.6140930175789 1482.4057834229659 -1787.0251046753133 -11383.294867908569 -5531.246293790763 248674.02315204326 18257.655131091102 -3668.333457684103 175899.53370535714 16345.182478099105 95362.685992777129 29294.565768678163 -73216.514773770527 22084.036390997604 346.41456148121244 2618.3608374091068 11174.638552718397 -100237.91010960822 22550.596545787696 -301751.82964939025 -16725.020743461278 46387.297230902783
leaf_weight=42 3394471 123 223 39 530837 20 25 47 32 82362 15188 6118 9411 26 59 8760 28 1582 53 87 217 3820 17522 361 2078 67 97 41 23 45
leaf_count=42 3394471 123 223 39 530837 20 25 47 32 82362 15188 6118 9411 26 59 8760 28 1582 53 87 217 3820 17522 361 2078 67 97 41 23 45
internal_value=0 68.788 -8834.56 73.9417 76.389 39808.9 -24723.2 -17728 72.9356 474.944 -789.652 -4245.76 415.257 -218.883 12408.9 -3116.69 77422.7 9334.41 -17326.8 -33780 -53662.3 1841.35 4132.34 14288 3306.98 -22480.1 -55668.9 -98778.5 -199320 -41326
internal_weight=0 679333 393 678940 678873 59 67 270 678814 147977 65615 16962 48653 10844 2024 8820 60 1998 416 363 276 39242 24054 6532 2712 634 273 176 64 112
internal_count=4073804 679333 393 678940 678873 59 67 270 678814 147977 65615 16962 48653 10844 2024 8820 60 1998 416 363 276 39242 24054 6532 2712 634 273 176 64 112
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=31
num_cat=0
split_feature=6 5 0 0 7 0 0 6 2 6 2 1 6 6 1 4 1 1 6 1 3 1 3 0 6 0 4 4 1 1
split_gain=3.90245e+11 2.26907e+12 1.0046e+13 1.14081e+13 5.7352e+12 1.05327e+13 9.54016e+12 1.81642e+13 2.29697e+13 1.55857e+13 9.00832e+12 1.74376e+13 1.1162e+13 7.14146e+12 1.17308e+13 7.02593e+12 6.6135e+12 1.28037e+13 6.58028e+12 6.46439e+12 6.07599e+12 1.40962e+13 5.93187e+12 5.09057e+12 1.51064e+13 1.04518e+13 5.27758e+12 3.28016e+13 3.23022e+13 7.11905e+13
threshold=87.395000000000024 1.5000000000000002 55.595177750000005 55.348830750000012 6.0000000000000009 55.161746650000005 47.222459950000008 134.05000000000004 5209.5000000000009 92.02500000000002 2764.0000000000005 43.80299105000001 247.90000000000001 128.05000000000004 82.963919600000011 17.500000000000004 39.908802000000009 39.703507450000011 112.00500000000001 39.712886600000012 2.5000000000000004 44.628646350000004 12.500000000000002 55.728148450000006 98.020000000000024 55.768246800000007 8.5000000000000018 6.5000000000000009 30.330566300000005 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 19 22 12 -12 14 -13 16 17 -11 -16 -2 -18 -22 -6 24 -4 -25 27 28 29 -27
right_child=1 -3 23 -5 10 -7 7 -9 -10 15 11 13 -14 -15 18 -17 20 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=7.7592929641277451 29977.189151278413 -154.25042112146357 104538.27471981957 -70888.162830528847 -6547.3013803335343 64697.988551682691 -103980.94447674419 7114.2479112413193 633.39280201981717 7153.0399828714044 -104468.79120038007 -47748.019273792619 -21608.983674568968 26287.5041631284 49877.074348958333 -49833.390462239586 -45012.789101048518 88288.817659859036 -24759.423349144345 108530.05625000001 -47180.88387398098 62373.568229166667 49292.082395833335 -57430.310562500003 -2184.620258246528 37888.121484374999 3516.1452092709751 93875.392936862248 17846.403062679892 -193180.86982421877
leaf_weight=3832905 22 238498 21 26 52 26 43 126 41 126 37 66 29 46 27 24 38 23 21 20 23 24 30 25 36 30 966 49 380 24
leaf_count=3832905 22 238498 21 26 52 26 43 126 41 126 37 66 29 46 27 24 38 23 21 20 23 24 30 25 36 30 966 49 380 24
internal_value=0 -123.457 2935.36 -5645.44 -3635.59 2613.2 -551.908 -16899.1 -52919.2 10891.1 -14510.1 -24811.6 -68060.7 -6971.32 -20391.5 1694.74 6979.68 19677.4 17223.6 67383.3 -15278.6 8761.82 13881.7 7811.45 37134.3 6677.52 7783.59 16318.5 7562.06 -64809.2
internal_weight=0 240899 2401 870 844 536 510 210 84 300 308 226 66 160 114 258 234 149 48 42 85 47 82 1531 57 1474 1449 483 434 54
internal_count=4073804 240899 2401 870 844 536 510 210 84 300 308 226 66 160 114 258 234 149 48 42 85 47 82 1531 57 1474 1449 483 434 54
is_linear=0
shrinkage=0.1


Tree=4194
num_leaves=31
num_cat=0
split_feature=0 6 6 1 1 3 0 4 7 4 1 1 4 5 0 0 4 1 3 1 3 0 4 4 3 4 5 0 1 0
split_gain=3.66142e+11 3.38287e+12 2.18578e+13 2.20229e+13 1.93897e+13 4.57949e+13 6.40409e+13 3.74885e+13 5.59864e+13 4.44843e+13 5.18097e+13 4.80677e+13 4.38446e+13 3.70292e+13 1.81472e+13 1.77073e+13 1.6602e+13 2.53398e+13 1.60366e+13 1.58858e+13 1.53274e+13 1.51657e+13 3.66199e+13 1.49079e+13 1.64155e+13 1.44918e+13 2.40033e+13 1.75049e+13 1.28787e+13 1.25774e+13
threshold=56.067362750000008 91.02500000000002 90.045000000000016 30.157841000000001 30.362494150000003 2.5000000000000004 59.933037250000005 11.500000000000002 6.0000000000000009 9.5000000000000018 30.277905650000005 30.330566300000005 6.5000000000000009 2.5000000000000004 56.105603650000006 59.848366150000011 4.5000000000000009 43.862029600000007 3.5000000000000004 39.873894000000007 7.5000000000000009 59.933037250000005 5.5000000000000009 24.500000000000004 14.500000000000002 14.500000000000002 3.5000000000000004 59.933037250000005 30.315889700000003 56.791379400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 6 -5 9 13 10 -7 21 -13 -9 20 -4 17 19 -17 -6 -3 -12 -23 24 -18 26 -10 -27 -8 -25
right_child=1 14 3 4 16 7 28 8 25 -11 11 12 -14 -15 -16 18 23 -19 -20 -21 -22 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-18.403759776697289 65.749084928609179 -10721.05929347752 30059.278507133156 -14305.765388849433 48222.210494791667 -100804.85943800403 91048.901698225643 -70112.550066406242 -37627.178218587236 110807.25413364955 42020.914188508068 -125160.35037499999 44486.428695913462 62082.98659871053 -535.98099222500468 -127669.41174665181 1865.3002317562082 -2389.6896678577773 -20642.612165178572 147562.37198153409 -56721.849928519659 217301.37604166666 36480.153706287201 -40830.224027054399 -33537.860001341054 49848.398364955356 -158741.59968750001 -28544.855251097837 165110.1874198718 31012.580107214355
leaf_weight=2958794 1050271 286 23 55 60 31 59 25 90 70 31 25 39 139 61146 28 1686 88 28 22 97 24 21 27 142 35 20 153 39 250
leaf_count=2958794 1050271 286 23 55 60 31 59 25 90 70 31 25 39 139 61146 28 1686 88 28 22 97 24 21 27 142 35 20 153 39 250
internal_value=0 48.8363 90.9312 8330.19 9645.89 22475 72054.7 11684.6 -4993.99 43657.6 16169.4 42070.9 -21781.8 41931.2 -671.9 -43814.9 4818.75 34878.9 -74156 74874.4 -22371.4 95841.6 132918 2391.09 -884.836 -30818.6 -59648 -13950.4 120522 24009.9
internal_weight=0 1.11501e+06 1.05348e+06 3210 3131 856 153 703 462 241 171 140 64 164 61529 79 2275 170 56 82 383 76 45 2105 1828 298 110 188 98 277
internal_count=4073804 1115010 1053481 3210 3131 856 153 703 462 241 171 140 64 164 61529 79 2275 170 56 82 383 76 45 2105 1828 298 110 188 98 277
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=31
num_cat=0
split_feature=2 6 6 0 1 6 3 3 3 4 1 0 1 1 0 0 1 7 3 5 0 0 3 0 7 6 1 1 0 0
split_gain=3.26838e+11 3.56109e+12 2.13047e+13 3.58737e+13 2.66621e+13 2.90771e+13 5.0047e+13 2.90102e+13 2.59986e+13 2.78022e+13 7.14736e+13 6.85716e+13 2.81207e+13 2.76488e+13 2.52787e+13 2.47445e+13 6.20669e+13 2.73749e+13 3.9186e+13 4.72155e+13 3.03955e+13 2.92241e+13 5.78595e+13 2.74944e+13 2.49415e+13 2.46547e+13 4.02052e+13 2.46634e+13 2.41643e+13 7.81124e+13
threshold=915.50000000000011 79.015000000000015 81.705000000000013 55.633951400000008 37.534144550000008 80.030000000000015 18.500000000000004 16.500000000000004 9.5000000000000018 19.500000000000004 37.729575300000008 55.649510000000014 37.740454950000007 37.374856000000008 55.858844800000007 55.667390500000003 37.729575300000008 6.0000000000000009 15.500000000000002 2.5000000000000004 55.685785750000008 55.812023600000011 17.500000000000004 55.876067900000002 6.0000000000000009 83.010000000000005 37.768783500000005 38.247071200000008 55.743464250000009 55.710673100000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 13 -12 -13 -10 -15 16 -11 18 28 -20 -21 22 -22 -23 -18 26 -4 -28 29 -17
right_child=-2 2 25 8 -6 6 -8 -9 9 15 11 12 -14 14 -16 17 24 -19 19 20 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=134.54336057523992 -12.671315578211278 -3587.3270224038661 13096.462129949934 -5447.588821463989 -4641.753244851514 -40217.775743914826 80274.019965277781 -76345.374549788132 4268.8824070411392 132710.82707201087 -161047.57103587966 -87406.732628676473 5802.8603380740933 70539.918682739662 24603.944020640312 -41388.859362980773 -101901.30934103261 4750.7537683216106 73307.277847599631 -114050.59562500002 172981.88383152173 -72605.417417609555 -6259.0645190135547 12987.192140151516 24329.49132453763 -494.00735715863095 -13097.214573474217 24098.652338543208 -30043.985739791027 -263230.39575892861
leaf_weight=619387 3394471 770 3310 4785 1836 812 36 59 158 46 27 34 674 301 199 65 23 993 69 30 23 87 83 66 49 43867 1149 211 163 21
leaf_count=619387 3394471 770 3310 4785 1836 812 36 59 158 46 27 34 674 301 199 65 23 993 69 30 23 87 83 66 49 43867 1149 211 163 21
internal_value=0 63.3156 -672.639 -4561.03 -12967.8 -22083.2 -35102.6 -8765.52 -820.787 6295.65 16794.1 -4638.08 1326.69 40734.3 52257.4 -2216.78 41975.5 -5475.96 -22206 -1016.07 -18761.1 -7723.69 32632.8 -35683.1 -15994.2 241.358 7148.91 -7326.39 -52671.8 -95559.5
internal_weight=0 679333 59946 11409 3513 1677 848 829 7896 3111 1393 735 708 658 500 1718 118 1600 607 358 289 259 106 153 72 48537 4670 1360 249 86
internal_count=4073804 679333 59946 11409 3513 1677 848 829 7896 3111 1393 735 708 658 500 1718 118 1600 607 358 289 259 106 153 72 48537 4670 1360 249 86
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=31
num_cat=0
split_feature=2 7 0 0 6 4 4 4 1 0 1 6 6 6 6 5 3 2 6 2 6 4 4 1 0 3 4 4 6 4
split_gain=3.46089e+11 2.15644e+12 6.68761e+12 2.15101e+13 1.83628e+13 3.49435e+13 2.59148e+13 1.79941e+13 2.03694e+13 1.78779e+13 2.91517e+13 4.05386e+13 2.04166e+13 2.39669e+13 2.13529e+13 3.06267e+13 1.54176e+13 1.69345e+13 2.21146e+13 1.45867e+13 1.42717e+13 1.49135e+13 2.45621e+13 3.84069e+13 3.23296e+13 1.41753e+13 1.22228e+13 2.76105e+13 1.1957e+13 1.14407e+13
threshold=3338.0000000000005 6.0000000000000009 57.125462300000009 57.14107305000001 89.00500000000001 16.500000000000004 13.500000000000002 14.500000000000002 65.559704250000024 57.113979900000011 65.493200550000012 64.405000000000015 87.395000000000024 101.02000000000002 77.565000000000012 2.5000000000000004 4.5000000000000009 4395.5000000000009 138.05000000000004 5444.0000000000009 125.02000000000002 4.5000000000000009 3.5000000000000004 40.377616600000003 58.010305850000002 10.500000000000002 3.5000000000000004 5.5000000000000009 66.990000000000023 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 9 4 6 -6 -4 8 -8 -3 11 29 14 -14 15 -12 17 18 -5 -19 21 22 -21 -24 -25 -17 -13 -28 -26 -11
right_child=1 2 3 16 5 -7 7 -9 -10 10 12 26 13 -15 -16 25 -18 19 -20 20 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-24.263584794482654 -42.169233375704778 250.33957626049974 13051.25690975822 5228.9791539400685 -71706.581670386906 69600.566266741065 -22199.713568464009 -9087.0962217839678 -82066.41395692568 5282.413825361602 -1196.7101692430927 -13030.626878906251 57747.177516973592 -11714.535649890437 -29794.745780516616 103971.42431402439 -1843.8661448434716 -19255.564534240864 88546.47705078125 -3648.2717218004568 -82490.423660714296 -2026.0268918433969 -28551.709738193473 -7146.9864294717481 54342.278107595921 10657.294661458334 164555.0976902174 49118.34573133551 114185.12984374999 25593.903158945781
leaf_weight=2406287 1141628 477987 422 7136 105 21 245 1091 74 1107 2252 25 126 82 253 41 27928 431 32 469 21 4995 89 86 202 27 23 209 40 370
leaf_count=2406287 1141628 477987 422 7136 105 21 245 1091 74 1107 2252 25 126 82 253 41 27928 431 32 469 21 4995 89 86 202 27 23 209 40 370
internal_value=0 35.0132 202.565 -986.644 -11228.7 -48155.4 -8688.99 -15195.6 -36087.3 309.5 6572.58 16748.6 227.64 30363.2 -2208.51 799.821 -502.588 2271.96 5600.93 -1495.92 -199.007 94.8408 12051.7 29709.4 45518 66920.2 53403.6 60562.5 64233.7 10370.6
internal_weight=0 1.66752e+06 525889 43387 1958 126 1832 1410 319 482502 4515 1734 2781 208 2573 2320 41429 13501 7168 6333 5902 5881 886 417 328 68 257 232 242 1477
internal_count=4073804 1667517 525889 43387 1958 126 1832 1410 319 482502 4515 1734 2781 208 2573 2320 41429 13501 7168 6333 5902 5881 886 417 328 68 257 232 242 1477
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=31
num_cat=0
split_feature=0 0 1 6 5 6 1 4 4 1 0 0 4 1 4 6 6 6 1 4 0 2 0 4 4 1 6 6 6 6
split_gain=3.48177e+11 3.40238e+12 1.93149e+13 2.12985e+13 1.85021e+13 2.06122e+13 1.81184e+13 2.90625e+13 1.57033e+13 1.53061e+13 4.48381e+13 4.47331e+13 2.21077e+13 1.51996e+13 2.10584e+13 1.77585e+13 1.47561e+13 1.46029e+13 1.33958e+13 3.17853e+13 7.57823e+13 6.29104e+13 4.82209e+13 5.44444e+13 4.52386e+13 3.38274e+13 3.17082e+13 5.36422e+13 2.79456e+13 1.19196e+14
threshold=56.067362750000008 56.288960650000007 47.386825600000002 138.05000000000004 2.5000000000000004 41.990000000000002 36.865631950000008 6.5000000000000009 22.500000000000004 44.064675150000006 56.262014700000009 56.262014700000009 25.500000000000004 47.256487700000001 11.500000000000002 103.03500000000001 78.010000000000005 37.005000000000003 43.997056950000008 16.500000000000004 56.262014700000009 2970.5000000000005 56.148747500000006 8.5000000000000018 5.5000000000000009 47.17130860000001 93.050000000000011 95.045000000000016 93.050000000000011 94.02500000000002
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 6 4 5 -4 7 -2 13 10 -10 -11 -12 18 15 17 -14 -15 -8 20 21 24 -23 25 -20 -24 -25 -28 -22 -30
right_child=1 -3 3 -5 -6 -7 8 -9 9 11 12 -13 16 14 -16 -17 -18 -19 19 -21 28 22 23 26 -26 -27 27 -29 29 -31
leaf_value=-17.946582732249084 -20338.72527654688 -9.7415626380215592 306.36340003030017 -52297.569848265135 2937.535901591883 -6056.4891291717204 2342.6939459183322 39662.500502232142 795.15102322374275 -4406.3071332068675 -44023.864258366113 59068.566458382287 -1076.3062416888299 2248.6332519552766 -2030.7546561900192 -27779.890999124462 -61055.079622395839 10152.119378230738 -7728.6195024405115 -9841.39872020447 13660.77033914023 -1191.6311078848034 -10021.618615004596 7538.2044490852832 -38794.922544847417 44700.101439038786 -167652.81171875002 -12331.269094961661 284548.79078124999 25791.087446952162
leaf_weight=2958794 715 1006471 9593 83 6841 10849 37089 91 1364 672 441 133 282 3546 3444 145 48 6861 1499 3265 2539 16347 136 889 682 667 28 108 20 162
leaf_count=2958794 715 1006471 9593 83 6841 10849 37089 91 1364 672 441 133 282 3546 3444 145 48 6861 1499 3265 2539 16347 136 889 682 667 28 108 20 162
internal_value=0 47.6231 579.56 -1717.93 -1564.06 -3070.54 1354.12 -13564.4 1503.73 -5669.73 -10100.3 6080.85 -29375.7 1776.12 4758.88 6974.91 -9800.49 7459.15 1117.98 -606.402 700.192 -1394.94 530.83 15934 -17443.1 35432.2 658.935 -44309.2 16374.1 54226
internal_weight=0 1.11501e+06 108539 27366 27283 20442 81173 806 80367 2940 2135 805 771 77427 13996 10552 330 10407 63431 26342 23077 20356 18175 1828 2181 803 1025 136 2721 182
internal_count=4073804 1115010 108539 27366 27283 20442 81173 806 80367 2940 2135 805 771 77427 13996 10552 330 10407 63431 26342 23077 20356 18175 1828 2181 803 1025 136 2721 182
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=31
num_cat=0
split_feature=1 6 6 5 0 6 1 3 4 4 1 1 3 6 4 6 4 3 2 0 7 1 6 7 2 0 0 3 3 4
split_gain=4.00401e+11 3.45404e+12 7.38772e+12 1.0492e+13 1.32133e+13 1.49907e+13 8.62996e+12 8.95925e+12 7.72894e+12 9.89143e+12 7.07408e+12 8.77778e+12 1.14288e+13 9.85219e+12 1.10975e+13 6.68242e+12 1.67894e+13 2.74988e+13 1.00815e+13 9.2601e+12 7.28297e+12 7.64258e+12 6.47485e+12 9.60692e+12 7.82352e+12 7.08142e+12 6.31218e+12 6.14374e+12 6.07051e+12 5.0856e+12
threshold=91.292296250000007 86.920000000000016 83.010000000000005 2.5000000000000004 56.006509350000009 84.810000000000016 92.865667950000017 18.500000000000004 6.5000000000000009 9.5000000000000018 103.8879505 107.59716050000002 2.5000000000000004 84.810000000000016 9.5000000000000018 87.395000000000024 16.500000000000004 7.5000000000000009 9907.0000000000018 56.006509350000009 6.0000000000000009 92.90968070000001 84.00500000000001 6.0000000000000009 5325.0000000000009 56.067362750000008 56.105603650000006 6.5000000000000009 1.5000000000000002 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 8 -6 28 10 -4 -10 22 12 -12 -14 -15 16 17 20 19 -19 21 -3 -8 24 25 29 -25 -27 -5 -24
right_child=1 15 3 6 5 -7 7 -9 9 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 26 -26 27 -28 -29 -30 -31
leaf_value=-5.9652565843392669 140.19411730545721 50197.923356784122 46408.026112432068 -34211.502210693361 -7510.4664453125006 102852.29092407227 -33081.617165762094 46022.432572115387 -68706.823152043275 11339.442989309211 -26267.445121343088 -12260.010708060317 1908.7945321890024 106577.47717633931 15849.148527644233 1587.5122996081691 -37033.140054086536 152909.84777715776 19543.862425595238 66905.756760332661 -29424.460746729656 4476.526917860243 18198.658092206791 -81802.574581473222 -51417.669102822583 -566.7636160714286 -21824.528332779257 -60410.943049568967 6379.3466023153105 -34104.674255952377
leaf_weight=3931467 132929 49 23 40 20 32 260 26 26 38 47 558 52 28 26 7044 52 21 21 31 43 144 162 28 31 42 47 29 467 21
leaf_count=3931467 132929 49 23 40 20 32 260 26 26 38 47 558 52 28 26 7044 52 21 21 31 43 144 162 28 31 42 47 29 467 21
internal_value=0 164.765 49.3643 -5978.55 20525 60405.1 -7954.94 -12114 -3311.42 -21179.4 -13249.6 -6441.84 14777.4 32976.5 62893.5 2267.57 15537.3 24384.1 78022 101638 7792.65 16084.5 -21056.7 -12372 -3991.88 1796.31 -44216.3 -25010.2 3176.91 12196.6
internal_weight=0 142337 134932 2003 139 52 1864 1357 87 64 1331 711 153 106 54 7405 361 309 73 52 236 193 620 360 285 254 75 71 507 183
internal_count=4073804 142337 134932 2003 139 52 1864 1357 87 64 1331 711 153 106 54 7405 361 309 73 52 236 193 620 360 285 254 75 71 507 183
is_linear=0
shrinkage=0.1


Tree=4199
num_leaves=31
num_cat=0
split_feature=4 5 6 2 0 0 4 7 6 3 3 1 0 7 0 4 0 4 4 0 4 6 1 4 3 6 1 0 4 6
split_gain=3.52448e+11 5.87406e+12 1.34393e+13 1.83279e+13 6.48054e+13 4.92462e+13 4.44933e+13 6.78696e+13 5.39928e+13 4.37178e+13 4.32233e+13 3.39405e+13 7.51344e+13 3.38801e+13 2.24972e+14 1.46856e+14 3.90333e+13 4.37324e+13 3.31553e+13 8.89836e+13 4.34694e+13 9.22841e+13 4.62749e+13 4.47116e+13 3.96992e+13 4.58089e+13 4.08476e+13 2.67865e+13 3.54907e+13 3.36733e+13
threshold=14.500000000000002 2.5000000000000004 75.605000000000004 75.000000000000014 55.768246800000007 55.801384500000005 27.500000000000004 6.0000000000000009 93.050000000000011 11.500000000000002 11.500000000000002 37.768783500000005 55.710673100000008 6.0000000000000009 55.728148450000006 18.500000000000004 55.702806750000008 16.500000000000004 24.500000000000004 55.667390500000003 17.500000000000004 76.605000000000004 37.401708450000008 22.500000000000004 7.5000000000000009 80.030000000000015 37.534144550000008 55.834019500000004 23.500000000000004 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 -2 4 11 9 7 27 -8 -6 -9 13 -13 14 18 -16 -15 -18 20 -20 21 -4 -23 -22 -24 26 -26 -7 29 -29
right_child=1 -3 3 -5 5 6 8 10 -10 -11 -12 12 -14 16 15 -17 17 -19 19 -21 23 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-19.166729208984265 2.5428023162312954 503.98195134882229 -207123.24069293481 -2929.8039386409541 103100.7679986299 -18745.979637096774 -133725.8248465402 -34614.705659508581 20787.465077925703 -2109.8229631696427 32311.334349700453 -102649.1701264881 122096.35976945468 -24425.586786308289 -60176.959450604838 -370539.22958333336 127980.74183593752 13626.730298509785 -7086.5591605595182 -203629.08615301724 117764.17538422132 -129495.34434523812 -49027.705980282743 -4334.1836069915253 239796.99226190476 -10537.765384615384 52281.998150165266 70243.744979440802 131521.64200766961 -72519.045156249995
leaf_weight=2859571 959526 226873 23 25889 134 31 42 193 49 56 193 21 51 240 31 30 40 204 112 29 61 21 42 59 21 39 26 95 82 20
leaf_count=2859571 959526 226873 23 25889 134 31 42 193 49 56 193 21 51 240 31 30 40 204 112 29 61 21 42 59 21 39 26 95 82 20
internal_value=0 45.1385 -60.2934 -2226.46 7135.5 26906.5 14729 24400.4 -50526.4 72091.3 -1151.69 -9716.94 56545.6 -14595.2 -33018.2 -212814 4208.56 32373.3 -7689.02 -47510.2 11539.7 -20687.8 8090.81 57732.5 30663.5 69582.5 136065 67659.8 81256.6 45415.4
internal_weight=0 1.21423e+06 987360 27834 1945 895 705 614 91 190 386 1050 72 978 494 61 484 244 433 141 292 172 149 120 128 86 47 228 197 115
internal_count=4073804 1214233 987360 27834 1945 895 705 614 91 190 386 1050 72 978 494 61 484 244 433 141 292 172 149 120 128 86 47 228 197 115
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=31
num_cat=0
split_feature=6 5 2 3 4 1 1 0 0 5 4 5 0 5 3 4 1 0 3 4 2 5 3 0 3 1 0 4 1 1
split_gain=3.67115e+11 9.99877e+11 3.59587e+12 5.27524e+12 1.07033e+13 4.30423e+12 9.84043e+12 1.30329e+13 9.16928e+12 8.31873e+12 7.96572e+12 6.93639e+12 9.75734e+12 7.41595e+12 6.40629e+12 1.03282e+13 5.95055e+12 2.34676e+13 8.20755e+12 1.42118e+13 2.04838e+13 8.47261e+12 2.29883e+13 6.47146e+12 4.92107e+12 1.35255e+13 4.31797e+12 1.15731e+13 8.98689e+12 3.94727e+12
threshold=247.90000000000001 3.5000000000000004 2599.0000000000005 5.5000000000000009 4.5000000000000009 41.966773150000002 39.723160900000003 45.029425500000009 47.245981600000007 6.5000000000000009 2.5000000000000004 4.5000000000000009 59.864072000000007 5.5000000000000009 2.5000000000000004 9.5000000000000018 83.050033500000012 54.86311005000001 4.5000000000000009 6.5000000000000009 9613.5000000000018 4.5000000000000009 7.5000000000000009 55.173955500000005 3.5000000000000004 49.095306150000006 54.992080650000005 3.5000000000000004 47.386825600000002 82.895858600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 -7 -4 13 14 -13 -16 18 -18 24 20 -20 -21 -23 -24 26 -26 27 -12 -29 -28
right_child=1 2 5 -5 -6 10 7 8 -10 -11 16 12 -14 -15 15 -17 17 -19 19 21 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.84075768274927598 2564.1340144411929 12084.084414062501 21381.780418669874 14919.867447916666 -85221.017487980775 -47589.872976762825 -15116.480129076088 127391.00541015627 32781.459449404763 60626.468767755679 23795.200269396551 -39879.475694444445 -76732.502840909103 -57967.200951086954 73954.536616847836 -1874.4242651962654 104498.73534649659 -14984.107763671876 -122154.45670797414 -44113.957641006098 9394.9995312500014 95128.968587239593 -36850.482624699522 26853.430163043478 89999.445454545465 -17509.250812499999 22740.559569702149 -11775.184609375001 -106574.38671875 -1500.219439886635
leaf_weight=4070611 1866 20 78 24 26 39 23 20 21 22 29 27 22 23 23 82 25 48 29 41 20 24 52 23 22 25 80 20 20 419
leaf_count=4070611 1866 20 78 24 26 39 23 20 21 22 29 27 22 23 23 82 25 48 29 41 20 24 52 23 22 25 80 20 20 419
internal_value=0 1071.84 -1026.58 -23085.5 -42914.5 201.838 9792.55 45133.6 78932.5 1627.1 -3368.5 -3463.04 -14411.6 -5566.06 3564.44 14735.7 -1401.99 25934.7 -3884.05 -22109.8 -68460.8 -5886.95 9944.43 -17314.6 1717.04 32814 -856.123 -24303.3 -59174.8 2386.08
internal_weight=0 3193 1327 70 46 1257 341 64 41 277 916 255 177 155 132 105 877 73 804 189 49 140 99 75 615 47 568 69 40 499
internal_count=4073804 3193 1327 70 46 1257 341 64 41 277 916 255 177 155 132 105 877 73 804 189 49 140 99 75 615 47 568 69 40 499
is_linear=0
shrinkage=0.1


Tree=4201
num_leaves=31
num_cat=0
split_feature=4 7 1 1 6 6 0 1 0 0 6 3 0 1 0 0 2 1 0 0 1 6 5 0 2 0 1 6 3 4
split_gain=3.49229e+11 2.57377e+12 2.48226e+12 4.38394e+12 4.69829e+12 3.8447e+12 1.23381e+13 9.62765e+12 8.60356e+12 7.51549e+12 4.00912e+12 5.76149e+12 2.59412e+12 3.62918e+12 5.10098e+12 6.48588e+12 3.41275e+12 3.53939e+12 2.90232e+12 5.57995e+12 1.13871e+13 7.65811e+12 3.42756e+12 5.08529e+12 2.52457e+12 2.41605e+12 2.36711e+12 3.29864e+12 2.56338e+12 2.14386e+12
threshold=2.5000000000000004 6.0000000000000009 39.908802000000009 40.965343750000009 70.00500000000001 77.565000000000012 44.739668300000005 30.624707450000006 44.046956350000009 57.60122925000001 60.305000000000007 1.5000000000000002 44.990874950000006 49.111590500000005 55.801384500000005 54.86311005000001 3999.0000000000005 47.504912950000005 55.858844800000007 55.173955500000005 53.67029225000001 69.605000000000004 1.5000000000000002 56.904718250000009 2828.5000000000005 51.307150200000002 38.927872750000006 87.395000000000024 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 5 4 24 8 -7 -8 -3 26 -10 -12 16 14 15 25 -5 29 19 -15 -21 -22 -20 -24 -4 -14 27 -9 -28 -18
right_child=-2 2 3 12 -6 6 7 9 10 -11 11 -13 13 18 -16 -17 17 -19 22 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=116.16200827460143 -4.9266370504879058 73331.07972005209 9205.7358855551865 43198.842140066969 -57792.358220108697 -75278.113282470717 -62032.317656250001 -5377.3714843750004 5898.003176574708 65885.860582386362 9460.8581241688844 64998.161819556452 -21187.502299804692 4045.8942384272668 7699.9775217940178 -57871.997626201926 19306.559921874999 39912.467933238637 19009.057856677828 100376.186171875 -34411.260770089284 48278.528833007818 -43551.945112179492 1507.8926642717634 -22629.428508254718 18946.056778971353 -25278.208410644533 41393.535320723691 4970.472556640625 -21142.222899105676
leaf_weight=110555 3961637 24 47 35 23 20 20 25 280 22 47 31 40 209 82 39 20 22 42 20 21 24 39 70 53 24 32 38 225 38
leaf_count=110555 3961637 24 47 35 23 20 20 25 280 22 47 31 40 209 82 39 20 22 42 20 21 24 39 70 53 24 32 38 225 38
internal_value=0 174.004 4140.98 416.288 -17040 8275.19 1181.29 5405.57 15369.1 9349.31 11483.4 31533.4 3377.83 780.601 -10910.3 -25726.2 17154.4 5760.01 5869.58 12004.2 37593.4 9689.96 -5262.2 -14614.4 -7666.9 -6137.42 5462.42 22833.7 1204.1 -7194.37
internal_weight=0 112167 1612 848 123 764 382 362 382 342 358 78 725 610 185 103 115 80 425 274 65 45 151 109 100 64 320 63 257 58
internal_count=4073804 112167 1612 848 123 764 382 362 382 342 358 78 725 610 185 103 115 80 425 274 65 45 151 109 100 64 320 63 257 58
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 3 4 6 4 1 6 7 4 6 6 3 6 7 6 6 6 1 1 1 1 7 6 1 4 3
split_gain=3.34226e+11 2.64611e+12 6.82988e+12 1.27932e+13 1.35813e+13 1.22083e+13 1.02786e+13 2.17803e+13 9.75393e+12 1.36137e+13 9.24303e+12 8.65404e+12 3.07398e+13 9.36993e+12 7.68299e+12 7.14611e+12 2.48495e+13 6.82638e+12 6.66684e+12 9.27441e+12 6.20782e+12 8.86514e+12 8.30403e+12 1.28942e+13 3.65217e+13 3.30084e+13 1.89831e+13 1.24405e+13 1.01769e+13 1.18548e+13
threshold=54.94110555000001 54.86311005000001 13.500000000000002 82.956351500000011 82.975438000000011 18.500000000000004 14.500000000000002 122.65000000000002 17.500000000000004 82.906746050000024 82.905000000000015 6.0000000000000009 14.500000000000002 69.605000000000004 125.02000000000002 2.5000000000000004 69.015000000000015 6.0000000000000009 104.01000000000001 97.020000000000024 30.025000000000002 82.975438000000011 37.425454150000007 38.166910000000009 43.047633000000012 6.0000000000000009 65.00500000000001 38.247071200000008 11.500000000000002 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 20 8 5 -5 7 10 9 11 -6 15 13 -13 -8 16 -4 -10 19 -17 21 -3 -22 25 27 26 -24 -25 29 -26
right_child=-2 2 3 4 6 -7 14 -9 17 -11 -12 12 -14 -15 -16 18 -18 -19 -20 -21 22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=14.354026335513693 -19.621677849739896 -126.18189408764438 -5863.3962330766162 15023.53030885312 24576.174936621097 -23889.407472922587 -3298.6413856665627 -56548.133697916674 -8277.1983549647175 -19785.586138281251 86385.994148356127 -51654.992447916673 -2409.274634954485 -127426.8757364909 58896.453320312503 -252.15517678419587 -97723.085753676482 18236.285371844951 55686.380729166667 -67059.190252976186 -3200.7939719201677 -12434.281738748186 3111.9757869821219 -77017.80921031606 4566.2863297905778 55838.287042855532 25424.808635594702 -23986.056422626869 11844.868122402602 71.595298349500482
leaf_weight=1254637 2772653 2918 220 962 125 88 2874 30 155 750 30 51 236 24 20 1982 34 260 21 21 3101 732 2991 55 8607 138 437 226 986 18440
leaf_count=1254637 2772653 2918 220 962 125 88 2874 30 155 750 30 51 236 24 20 1982 34 260 21 21 3101 732 2991 55 8607 138 437 226 986 18440
internal_value=0 41.8123 782.453 -1900.03 1941.19 11762.3 -1407.99 21444.1 -6124.96 -7922 36539.4 -4485.27 -20132.6 -75902 -2868.82 -2349.05 -18159.6 8333.66 -364.921 -952.578 1329.84 -2594.55 1739.32 2219.85 1506.13 7886.78 5956.41 -34365.9 1865.7 1501.91
internal_weight=0 1.30115e+06 46514 7883 4129 1050 3079 185 3754 3339 155 2589 311 75 2894 2278 254 415 2024 2003 38631 3650 34981 31880 28314 3566 3428 281 28033 27047
internal_count=4073804 1301151 46514 7883 4129 1050 3079 185 3754 3339 155 2589 311 75 2894 2278 254 415 2024 2003 38631 3650 34981 31880 28314 3566 3428 281 28033 27047
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=31
num_cat=0
split_feature=0 6 4 4 6 6 1 0 1 3 1 4 2 0 4 4 7 6 1 0 3 6 1 1 6 3 6 0 0 1
split_gain=3.31893e+11 3.87908e+12 9.97011e+12 2.07914e+13 4.82752e+13 3.72648e+13 3.37251e+13 2.59995e+13 2.59109e+13 2.36751e+13 1.94958e+13 1.84599e+13 3.10445e+13 2.83454e+13 2.08283e+13 2.14356e+13 6.14012e+13 3.33077e+13 4.7925e+13 4.46056e+13 2.56323e+13 1.95632e+13 1.89745e+13 2.10593e+13 1.99822e+13 1.85197e+13 1.84363e+13 2.32633e+13 2.5627e+13 4.45598e+13
threshold=60.002985000000002 80.030000000000015 15.500000000000002 16.500000000000004 92.02500000000002 83.010000000000005 30.323041000000003 60.042359000000012 30.438492500000006 9.5000000000000018 30.370944000000005 8.5000000000000018 3338.0000000000005 60.064438250000002 10.500000000000002 12.500000000000002 6.0000000000000009 105.00500000000001 30.242318500000007 60.028671700000011 9.5000000000000018 134.05000000000004 30.242318500000007 30.260128500000004 95.045000000000016 9.5000000000000018 83.010000000000005 60.05226170000001 60.01610465000001 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -6 -7 12 26 14 -13 21 17 18 -17 -20 -21 22 24 -24 -16 -18 27 28 -3 -30
right_child=1 2 3 -5 9 7 8 -9 -10 -11 -12 13 -14 -15 15 16 25 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.7401480868943837 -13.84075807718051 31384.735111607148 -60097.881026785719 2708.5190401297446 -31013.496700892862 73525.135697283069 124896.81387442129 16497.201848733836 983.18546006944462 24607.334653607541 154121.40362995429 -26702.118774445124 -4163.4141102924541 3657.188911085721 46828.109289631626 -71311.587538109758 -97773.218711306021 -51147.282130142412 94458.574584441492 37450.18324032738 -87435.230823206017 99925.809821428571 -90979.42544102823 -5320.3514528575179 -5521.6360316932623 -19309.278776041665 10379.408469702388 -11196.568690640321 18506.951190476189 214357.26168118991
leaf_weight=3915450 144082 70 49 6064 175 112 27 58 45 136 41 786 2154 1659 151 41 106 79 94 42 27 21 31 387 141 42 1636 51 21 26
leaf_count=3915450 144082 70 49 6064 175 112 27 58 45 136 41 786 2154 1659 151 41 106 79 94 42 27 21 31 387 141 42 1636 51 21 26
internal_value=0 141.93 1714.51 4521.54 21619.8 48139.4 3898.03 73510.1 47450.8 -6690.56 95122.8 -774.161 3941.53 -5948.74 -14129.6 -5625.22 -23313.5 3981.81 25330.8 49639.6 -11418 4803.83 1990.36 -11673.1 21549.6 -75506.4 13618.9 45165.7 69733.9 126850
internal_weight=0 158354 14272 6707 643 332 121 211 72 311 153 7565 3958 3607 1948 1162 431 283 204 163 69 731 710 418 292 148 1804 168 117 47
internal_count=4073804 158354 14272 6707 643 332 121 211 72 311 153 7565 3958 3607 1948 1162 431 283 204 163 69 731 710 418 292 148 1804 168 117 47
is_linear=0
shrinkage=0.1


Tree=4204
num_leaves=31
num_cat=0
split_feature=6 4 4 3 2 0 0 6 6 4 2 0 1 3 4 1 0 6 6 0 0 7 3 5 6 3 6 3 3 2
split_gain=3.52107e+11 2.2608e+12 1.1767e+13 1.45604e+13 7.76292e+12 1.30966e+13 7.18987e+12 8.92279e+12 7.04916e+12 6.78746e+12 1.74184e+13 1.12964e+13 1.45797e+13 6.75743e+12 5.94255e+12 2.93416e+13 3.45485e+13 1.53294e+13 1.72797e+13 1.3775e+13 1.39435e+13 1.79251e+13 1.18588e+13 1.3413e+13 9.80281e+12 8.68367e+12 6.71831e+12 1.01447e+13 6.49397e+12 9.61638e+12
threshold=87.395000000000024 30.500000000000004 31.500000000000004 17.500000000000004 3191.5000000000005 55.633951400000008 55.633951400000008 94.02500000000002 110.01500000000001 28.500000000000004 75.000000000000014 55.812023600000011 37.71815560000001 3.5000000000000004 26.500000000000004 30.362494150000003 59.933037250000005 90.045000000000016 92.02500000000002 55.858844800000007 56.760749800000006 6.0000000000000009 16.500000000000004 3.5000000000000004 114.05000000000001 13.500000000000002 102.04000000000001 4.5000000000000009 8.5000000000000018 3191.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -5 -6 14 11 12 -11 -3 -2 16 -16 -17 -19 22 -21 24 26 -24 -22 -18 27 -20 29 -28
right_child=1 2 -4 6 8 -7 -8 -9 -10 10 -12 -13 -14 -15 15 17 25 18 19 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=7.3703966880924812 -153.35704647820057 -52455.178962053571 316.42861225216893 64648.727769886369 -35306.833171622988 67453.434414062503 91167.997253024194 -2481.4329318576392 27594.896000000004 -146179.98806640625 -3447.5338527008121 -2125.039087701613 -41610.6829296875 21013.440198147684 147640.48857106856 -21254.921308898927 -20512.865286458335 47719.188807240105 29077.087711256376 95394.24162500001 21686.021968750003 -22013.21407435826 -3851.0865693933829 64473.523261718758 96460.574030671298 56920.13811383929 -118624.52859375 -25403.221590673398 -3127.7020688657412 -32957.64087171053
leaf_weight=3832905 237008 21 2064 44 62 40 31 36 25 20 483 31 40 31 31 212 30 101 49 25 50 70 102 40 27 28 20 113 27 38
leaf_count=3832905 237008 21 2064 44 62 40 31 36 25 20 483 31 40 31 31 212 30 101 49 25 50 70 102 40 27 28 20 113 27 38
internal_value=0 -117.269 2966.6 21828.5 4183.49 24434.7 50283.1 34440.2 -17231.6 -147.701 -11008.8 -51141.8 -76467.1 -8656.58 -121.504 7718.08 62418.3 2147.91 9642.48 2787.31 26352.7 14611 -7632.35 15395.3 47905.7 16868.6 -20870.9 -8924.61 -43639.2 -62497.9
internal_weight=0 240899 2354 290 179 92 111 80 87 238545 574 91 60 52 237971 963 89 874 662 561 172 147 389 142 77 58 247 162 85 58
internal_count=4073804 240899 2354 290 179 92 111 80 87 238545 574 91 60 52 237971 963 89 874 662 561 172 147 389 142 77 58 247 162 85 58
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=31
num_cat=0
split_feature=2 0 4 5 0 1 6 1 4 6 6 6 2 6 5 3 5 1 4 6 6 6 6 6 6 7 2 3 4 1
split_gain=3.43034e+11 2.34532e+12 6.7219e+12 6.70885e+12 1.01866e+13 1.18505e+13 1.72133e+13 7.5572e+12 7.41223e+12 7.70295e+12 9.31874e+12 1.00163e+13 1.07181e+13 8.38313e+12 7.79759e+12 7.34667e+12 8.31524e+12 1.68417e+13 8.50424e+12 9.6613e+12 9.13823e+12 7.61624e+12 1.31396e+13 7.24212e+12 1.20535e+13 6.99727e+12 8.78395e+12 1.38002e+13 1.94873e+13 1.76113e+13
threshold=3338.0000000000005 57.670849000000011 29.500000000000004 3.5000000000000004 58.08467765000001 54.62357655000001 142.05000000000004 55.957851400000003 16.500000000000004 128.05000000000004 120.05000000000001 114.05000000000001 4395.5000000000009 138.05000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 56.240615550000008 7.5000000000000009 75.010000000000005 149.05000000000004 134.05000000000004 125.02000000000002 138.05000000000004 104.01000000000001 6.0000000000000009 6426.0000000000009 1.5000000000000002 4.5000000000000009 30.157841000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -5 9 10 11 25 -13 -11 -15 23 18 -18 19 -17 21 22 -20 24 -9 26 27 -6 29 -29
right_child=1 2 -4 4 5 6 -8 15 -10 13 -12 12 -14 14 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-24.156259583116324 -3.5903670342282972 258.3561430288002 56973.476153273812 -4092.8887825836437 39654.742849408321 -5112.1266452758882 -79300.917095947269 -509.91984142369733 37744.776272536059 -40588.520063920456 42017.086986940296 -89759.782812500009 -10071.913551507994 -10569.330005886131 45406.368906250005 13315.071925944012 107582.93294719828 11792.425115234377 10467.150226674958 46416.245521771663 -56910.13616071429 70843.145898437506 -66146.579891304355 -47503.234199892242 64199.67328629033 -13492.599871655682 1019.142524634684 45526.593437500007 13283.692591154491 -61590.256504498109
leaf_weight=2406287 1508919 152045 21 361 170 1379 32 403 65 77 67 21 86 146 30 225 29 50 838 145 21 20 23 29 31 179 1173 20 846 66
leaf_count=2406287 1508919 152045 21 361 170 1379 32 403 65 77 67 21 86 146 30 225 29 50 838 145 21 20 23 29 31 179 1173 20 846 66
internal_value=0 34.8584 400.664 393.172 3531.27 741.125 -6794.65 9120.55 4350.42 3596.99 5201.36 4238.2 -25711.6 -13068.2 -1028.02 11750.1 15475.7 46956 13520.5 26287.2 8283.65 9837.64 8420.56 879.262 4112.19 5544.08 7041.91 13452.7 8673.37 -36679.4
internal_weight=0 1.66752e+06 158598 158577 6532 4357 1411 2175 2946 2881 2628 2561 107 253 176 1814 1351 79 1272 370 902 881 861 463 434 2454 2275 1102 932 86
internal_count=4073804 1667517 158598 158577 6532 4357 1411 2175 2946 2881 2628 2561 107 253 176 1814 1351 79 1272 370 902 881 861 463 434 2454 2275 1102 932 86
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=31
num_cat=0
split_feature=1 6 4 2 0 4 4 1 5 1 0 6 0 4 4 7 4 3 6 1 0 0 0 4 6 6 1 3 6 0
split_gain=3.37193e+11 3.28374e+12 4.19484e+12 5.36826e+12 6.88568e+12 6.01506e+12 6.77188e+12 4.52975e+12 4.41156e+12 5.97792e+12 5.74819e+12 4.31593e+12 4.17091e+12 4.14382e+12 1.06372e+13 1.48108e+13 1.43074e+13 9.68889e+12 1.33781e+13 9.59305e+12 1.59961e+13 1.01575e+13 8.95515e+12 1.43938e+13 2.73559e+13 1.20304e+13 8.82454e+12 1.06964e+13 8.07334e+12 7.96552e+12
threshold=91.292296250000007 38.405000000000008 8.5000000000000018 5160.5000000000009 56.105603650000006 10.500000000000002 13.500000000000002 113.48479755000001 1.5000000000000002 92.791023150000015 56.020150250000007 35.305000000000007 56.006509350000009 14.500000000000002 16.500000000000004 6.0000000000000009 15.500000000000002 4.5000000000000009 92.02500000000002 92.90968070000001 55.988910100000005 56.020150250000007 56.006509350000009 15.500000000000002 90.045000000000016 47.805000000000007 113.48479755000001 3.5000000000000004 88.825000000000003 56.020150250000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -5 -4 -10 -11 -9 -2 -3 15 17 -17 18 26 20 -18 -22 23 24 28 -25 -15 -28 -19 -16
right_child=1 13 3 7 5 6 -8 11 9 10 -12 -13 -14 14 29 16 19 22 -20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-5.474200362574777 -713.33635600875186 131.35167863812683 -2784.9048999024271 -9417.9525281828355 11154.297804855483 -23327.239254682492 2594.5864673346896 -6696.8863772008044 -5673.3464684804285 12151.274686316288 56289.113432874183 5154.4683423644801 2669.7280026984008 -377.01232761607457 -2606.2009202354075 30551.342699143628 34159.304008968698 -11311.406170892982 -50455.299855638586 890.09911534642379 -11491.934337754361 13333.806417481421 -1806.2362409241807 -855.50534543014896 86015.065116514015 20372.506963728149 -7822.3250349813434 -74810.259404032942 -76596.778242187502 2548.9368518901965
leaf_weight=3931467 13831 92768 7358 1643 787 117 727 690 144 132 38 554 4948 680 5949 325 299 358 69 1011 215 706 1521 381 29 892 67 37 20 6041
leaf_count=3931467 13831 92768 7358 1643 787 117 727 690 144 132 38 554 4948 680 5949 325 299 358 69 1011 215 706 1521 381 29 892 67 37 20 6041
internal_value=0 151.202 -759.638 -2204.18 -1035.14 4865.36 -998.842 -5971.24 -2289.54 9318.45 22017.4 -1419.03 178.053 404.487 1766.76 4987.57 10949 1228.96 -8241.34 8093.42 14062.7 7538.44 3752.6 8785.33 -7584.72 14019.1 -4526.08 -31654.6 -14765.7 -8.85419
internal_weight=0 142337 30969 12190 9303 1631 844 2887 7672 314 170 1244 18779 111368 18600 6610 2556 4054 853 2231 1220 921 3201 1680 407 1273 784 104 378 11990
internal_count=4073804 142337 30969 12190 9303 1631 844 2887 7672 314 170 1244 18779 111368 18600 6610 2556 4054 853 2231 1220 921 3201 1680 407 1273 784 104 378 11990
is_linear=0
shrinkage=0.1


Tree=4207
num_leaves=31
num_cat=0
split_feature=0 5 0 6 0 6 5 4 4 4 1 6 4 6 4 1 4 2 2 6 6 2 1 4 0 1 0 3 7 4
split_gain=3.29718e+11 2.50043e+12 1.05443e+13 2.54857e+13 2.63714e+13 2.50712e+13 2.38742e+13 2.75673e+13 2.01576e+13 1.80627e+13 2.18301e+13 1.71389e+13 2.04782e+13 2.72082e+13 1.94184e+13 1.67634e+13 1.58184e+13 1.55854e+13 2.18645e+13 1.54237e+13 2.49112e+13 2.46978e+13 3.11328e+13 2.81449e+13 2.87764e+13 5.86493e+13 4.80196e+13 3.22273e+13 2.06069e+13 1.92269e+13
threshold=54.94110555000001 2.5000000000000004 45.177967300000006 69.605000000000004 45.053967500000006 75.010000000000005 3.5000000000000004 18.500000000000004 13.500000000000002 3.5000000000000004 20.507515800000004 108.05000000000001 14.500000000000002 138.05000000000004 17.500000000000004 36.593086150000012 6.5000000000000009 7029.0000000000009 5972.5000000000009 87.395000000000024 81.705000000000013 3129.5000000000005 37.873748150000004 11.500000000000002 54.724612400000005 20.507515800000004 54.73499850000001 1.5000000000000002 6.0000000000000009 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 16 -4 8 -8 9 10 -7 -10 13 15 17 -13 -3 18 -14 20 21 -11 23 24 -23 26 -26 -27 -22 -30
right_child=-2 2 5 -5 -6 6 7 -9 11 19 -12 12 14 -15 -16 -17 -18 -19 -20 -21 28 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=118.67407104044248 -19.488913661159774 -278.40867241708656 -1559.608014741365 -475.75172947424801 7627.2601529946223 -48897.433777573533 -2906.8549172742105 17487.455623550082 517.812788336072 -3932.9440790588424 -1937.7545228686624 -62547.410819758421 4843.5058267077939 65619.868507543099 -16588.676142378743 -20006.081970486113 4785.4810673701968 -34950.483934507982 84132.820149739593 2083.7541579030599 14976.495635618308 -19009.426561117518 11737.443969899832 67108.101708984381 180009.64236607144 84279.144157608695 10522.204638671876 -49491.891716867474 -1612.2225161196582 78147.784551411285
leaf_weight=993481 2772653 20240 118665 79182 8393 102 18809 687 18730 3046 3358 141 1025 29 750 270 8873 94 36 14677 4453 830 3822 48 35 23 32 83 1206 31
leaf_count=993481 2772653 20240 118665 79182 8393 102 18809 687 18730 3046 3358 141 1025 29 750 270 8873 94 36 14677 4453 830 3822 48 35 23 32 83 1206 31
internal_value=0 41.5294 -207.574 541.368 2688.69 -665.171 802.512 -2188.2 1906.37 3498.05 -3322.12 -491.231 -8550.67 -27995.1 -4059.57 -34600.6 1264.95 4076.22 7533.81 4332.31 6757.32 3130.67 7545.97 -7696.47 -11276.4 25824.5 99060.4 -20466.1 11804.7 386.614
internal_weight=0 1.30115e+06 307670 116688 37506 190982 72317 19496 52821 31746 3460 21075 2345 440 1905 411 29113 1155 1061 28286 13609 7919 4873 1051 1003 173 67 106 5690 1237
internal_count=4073804 1301151 307670 116688 37506 190982 72317 19496 52821 31746 3460 21075 2345 440 1905 411 29113 1155 1061 28286 13609 7919 4873 1051 1003 173 67 106 5690 1237
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=31
num_cat=0
split_feature=4 6 6 6 2 1 0 0 0 1 4 1 0 3 1 1 4 6 0 1 6 3 1 0 1 1 0 0 0 1
split_gain=3.6431e+11 2.30083e+12 1.22728e+13 8.1474e+12 9.96131e+12 2.40307e+13 1.18147e+13 9.20313e+12 1.04432e+13 2.1309e+13 7.34302e+12 1.4594e+13 7.24349e+12 1.64532e+13 1.43268e+13 2.38776e+13 1.42702e+13 1.31813e+13 2.01504e+13 7.87198e+12 1.42768e+13 9.29944e+12 7.23864e+12 2.37201e+13 1.68713e+13 2.60985e+13 1.10081e+13 1.0785e+13 6.96493e+12 2.34775e+13
threshold=3.5000000000000004 90.045000000000016 95.045000000000016 97.020000000000024 2691.5000000000005 30.345769800000003 58.08467765000001 45.036141150000006 47.222459950000008 38.965413050000002 2.5000000000000004 39.079932600000006 57.892117950000006 2.5000000000000004 37.46219940000001 37.586700500000006 2.5000000000000004 92.02500000000002 60.002985000000002 36.865631950000008 92.02500000000002 2.5000000000000004 39.908802000000009 45.029425500000009 49.230435000000007 47.899251850000006 56.520242650000007 48.179569850000007 55.806294650000005 38.657016300000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -9 11 -6 14 17 16 -16 -3 18 -14 21 -21 -18 23 -17 25 26 27 -24 29 -25
right_child=-2 2 3 -5 7 6 -8 8 -10 -11 -12 -13 13 -15 15 22 19 -19 -20 20 -22 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=56.829799752301724 -7.4182346469722447 -14261.666583806818 66501.910093470986 1016.556692673998 -41111.872979910717 -35793.514336622808 -117417.36063988095 -25086.482405598959 -3062.8560418146308 100422.8564484627 -54331.720627579598 65971.000625000001 -95779.310001816862 50756.715715144237 -89274.063767496744 -40365.903201593144 67111.009391276035 1905.3741621301529 25716.796953125002 141292.70901442308 34335.80817057292 -15412.886292613635 33938.962581777181 106228.51366861979 5427.0406757905639 143592.59870383525 79240.611165364593 -22377.15444232048 -11952.846501668295 11542.078252403482
leaf_weight=226706 3837650 33 21 7543 35 114 21 24 220 31 53 20 43 39 24 102 36 94 20 26 24 22 123 30 367 22 36 47 72 206
leaf_count=226706 3837650 33 21 7543 35 114 21 24 220 31 53 20 43 39 24 102 36 94 20 26 24 22 123 30 367 22 36 47 72 206
internal_value=0 120.551 1649.55 167.821 -11709.8 -33010.8 -48490.6 -3033.61 6680.74 45655.1 -27769.2 -2172.65 10416.3 -7375.29 13396.7 9300.49 43290.4 -21815.7 -57209.1 60875.8 89953.4 35808.8 11654.5 1430.72 18699.5 40063.4 29006.9 18369.2 15272.5 23578.5
internal_weight=0 236154 9448 8082 539 156 135 383 275 55 108 55 1366 196 1170 1029 141 157 63 108 50 58 1005 410 595 228 206 170 308 236
internal_count=4073804 236154 9448 8082 539 156 135 383 275 55 108 55 1366 196 1170 1029 141 157 63 108 50 58 1005 410 595 228 206 170 308 236
is_linear=0
shrinkage=0.1


Tree=4209
num_leaves=31
num_cat=0
split_feature=6 4 6 0 4 3 0 0 3 1 1 1 3 1 1 0 0 0 0 4 6 4 0 1 1 1 1 0 4 3
split_gain=3.375e+11 6.13518e+12 2.22693e+13 1.85269e+13 1.62915e+13 1.73561e+13 1.45995e+13 2.61967e+13 1.99149e+13 2.2038e+13 1.37109e+13 1.91366e+13 1.79227e+13 1.37087e+13 2.29759e+13 3.58916e+13 2.68119e+13 2.58832e+13 2.46985e+13 1.66382e+13 1.36432e+13 2.16381e+13 3.60722e+13 4.3965e+13 6.43286e+13 3.23874e+13 2.02506e+13 1.73653e+13 1.59517e+13 2.10544e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 47.22829500000001 25.500000000000004 22.500000000000004 55.922096200000006 55.876067900000002 4.5000000000000009 30.330566300000005 37.343102500000008 37.780517050000007 10.500000000000002 37.71815560000001 37.563506350000004 55.82518790000001 55.768246800000007 55.633951400000008 55.649510000000014 23.500000000000004 83.820000000000007 11.500000000000002 59.933037250000005 37.503969450000007 37.768783500000005 30.323041000000003 37.71815560000001 47.222459950000008 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 20 3 -3 5 6 7 10 9 -8 12 13 -5 14 16 17 18 -16 -12 -18 21 28 23 -23 26 -24 -25 -26 29 -2
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11 11 -13 -14 -15 15 -17 19 -19 -20 -21 -22 22 25 24 27 -27 -28 -29 -30 -31
leaf_value=8.8397120499039747 1030.4924789230711 24370.97392286385 -460.87313161003533 -35320.30274414063 16948.22344281006 -54150.660003221652 -83982.823722956731 -72609.067282652235 8539.056840186784 -7121.7268702651527 -47079.503663940435 -8389.3024075122594 19479.326634794194 -47901.04379432369 15250.383774038462 -33103.438959703948 42546.840009973406 160882.17965353263 -164662.55523097829 -32418.491440429691 100.60799607468343 -32462.46547257487 191378.99403409092 77939.638903061219 82199.606069048721 43329.177708333336 188542.53625 7496.132824075059 -28907.735455601513 28159.022195012018
leaf_weight=3722681 2389 159 109527 80 200 97 52 78 632 132 80 940 235 271 26 57 47 23 23 80 234825 150 22 49 34 45 25 367 153 325
leaf_count=3722681 2389 159 109527 80 200 97 52 78 632 132 80 940 235 271 26 57 47 23 23 80 234825 150 22 49 34 45 25 367 153 325
internal_value=0 -93.7206 -701.555 -8908.64 -10641.8 -12576 -11112.7 -15833 109.693 -28843.3 -13454.7 -17326.8 5561.96 -31167.5 -17671.1 20848.2 -35423.4 83608.2 -73335.9 -4675.42 193.743 6338.83 22209.9 14734.6 29638.9 91942.6 115305 13830.1 2508.07 4279.12
internal_weight=0 351123 112739 3212 3053 2853 2756 1940 816 184 1862 1547 315 607 336 106 230 49 103 127 238384 3559 692 625 475 67 74 401 2867 2714
internal_count=4073804 351123 112739 3212 3053 2853 2756 1940 816 184 1862 1547 315 607 336 106 230 49 103 127 238384 3559 692 625 475 67 74 401 2867 2714
is_linear=0
shrinkage=0.1


Tree=4210
num_leaves=31
num_cat=0
split_feature=4 5 7 6 0 0 6 4 1 6 4 2 1 0 6 0 4 2 0 1 1 0 0 1 3 6 6 0 1 6
split_gain=3.54525e+11 5.26379e+12 1.57163e+13 4.24788e+13 2.69308e+13 3.74532e+13 3.12965e+13 3.6633e+13 2.57222e+13 3.003e+13 2.37106e+13 4.60793e+13 3.77185e+13 6.34993e+13 4.38038e+13 2.36938e+13 2.78299e+13 1.03364e+14 5.62589e+13 5.87333e+13 7.52875e+13 4.6696e+13 6.03501e+13 4.75705e+13 8.79353e+13 4.45936e+13 7.11107e+13 3.65589e+13 3.89554e+13 3.21955e+13
threshold=14.500000000000002 1.5000000000000002 6.0000000000000009 54.010000000000012 56.228352100000002 56.385857200000011 43.205000000000005 18.500000000000004 60.516422150000004 44.010000000000012 15.500000000000002 75.000000000000014 37.46219940000001 55.721784200000009 53.310000000000009 45.001720900000002 15.500000000000002 75.000000000000014 55.622114900000007 37.563506350000004 37.374856000000008 55.753967500000009 55.768246800000007 37.649344350000007 8.5000000000000018 66.010000000000005 61.805000000000007 55.60524465000001 37.425454150000007 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 4 10 6 -6 -8 9 -7 11 12 13 -3 -14 -5 17 18 27 20 -20 23 -23 24 -21 26 -24 -17 -29 -25
right_child=1 2 -4 15 5 8 7 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 19 21 -22 22 25 29 -26 -27 -28 28 -30 -31
leaf_value=-19.223132492971928 -179.80410173782573 28960.590401906808 -259.18887857748967 -4151.985714371719 -43386.635004037991 -7115.6022902829318 -23290.655984745237 24544.896217500635 -4786.174764022504 7434.566879195102 4292.6992364926264 7568.5552319085036 20130.434670785758 251457.06942934782 132539.16787597656 22107.364626809431 208.77758832134751 2314.0069224222711 -44106.028310032896 45445.904386160721 106813.11454847442 197111.52229492189 1974.7647727272729 96961.588448079434 -174247.66265419408 -50910.146684966225 240939.3034375 42704.022332974142 -100086.76379743304 -7386.9759290026386
leaf_weight=2859571 559920 29 322538 11768 341 1792 455 247 4720 6805 34863 1192 260 23 40 333 256844 11368 38 35 254 30 33 48 38 37 20 29 56 77
leaf_count=2859571 559920 29 322538 11768 341 1792 455 247 4720 6805 34863 1192 260 23 40 333 256844 11368 38 35 254 30 33 48 38 37 20 29 56 77
internal_value=0 45.2713 237.877 721.103 3383.26 -284.065 -18532.6 -6459.63 1145.18 4401.66 4829.76 16956.3 48746.7 127372 35118.3 240.158 432.131 5059.99 35426.1 54791.3 87173 25057.2 74280.2 -4774.98 -68915.1 33336.4 92150.1 7165.81 -51369.9 32682.9
internal_weight=0 1.21423e+06 654313 331775 50767 14360 1043 702 13317 8597 36407 1544 352 52 300 281008 269240 12396 1028 610 292 318 120 198 73 90 53 418 85 125
internal_count=4073804 1214233 654313 331775 50767 14360 1043 702 13317 8597 36407 1544 352 52 300 281008 269240 12396 1028 610 292 318 120 198 73 90 53 418 85 125
is_linear=0
shrinkage=0.1


Tree=4211
num_leaves=31
num_cat=0
split_feature=4 6 6 2 4 4 0 1 0 1 4 1 6 5 7 0 0 6 6 6 4 6 0 0 1 6 7 1 0 6
split_gain=4.18629e+11 5.09049e+12 1.09075e+13 1.80179e+13 2.8843e+13 1.9107e+13 1.63515e+13 1.52735e+13 2.38626e+13 1.15612e+13 1.02183e+13 8.1071e+12 2.41383e+13 2.33513e+13 3.12746e+13 7.42828e+13 5.41589e+13 3.43503e+13 3.39446e+13 5.0456e+13 2.74183e+13 5.41637e+13 3.91763e+13 3.42143e+13 3.16167e+13 1.99014e+13 3.56613e+13 4.08614e+13 5.47246e+13 4.07058e+13
threshold=17.500000000000004 43.010000000000012 43.405000000000008 75.000000000000014 24.500000000000004 26.500000000000004 55.812023600000011 37.543519500000009 55.737027400000009 37.649344350000007 23.500000000000004 30.472130500000002 46.420000000000009 1.5000000000000002 6.0000000000000009 59.838047850000002 59.825842200000004 66.990000000000023 71.715000000000018 63.705000000000005 18.500000000000004 49.010000000000012 60.002985000000002 60.002985000000002 30.260128500000004 83.010000000000005 6.0000000000000009 30.370944000000005 60.01610465000001 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 7 9 -7 8 -3 -6 -10 12 -4 14 17 16 -16 20 19 -17 21 22 24 -23 -14 26 27 29 -29 -15
right_child=1 2 11 -5 5 6 -8 -9 10 -11 -12 -13 13 25 15 18 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-14.222557731714677 431.36727796539736 -59341.814634486604 8132.4700775702677 -2468.2172601310504 99876.936434659103 -37300.431857638891 53952.776562500003 -53678.633687888971 -512.57330078124994 19734.101311947601 75582.078406250002 -271.36590897223226 -16634.103447690217 1698.7380558964626 6410.1767909458713 -913.72125929005495 193001.76022321428 8463.4341770014871 -66145.039208333343 71695.230917968758 -12776.369941610435 -27946.727948862124 -8705.6066761363636 76161.272376478053 -148793.20337316178 -2724.7181867817376 -173.47232331317011 22413.385728966445 245.3602998040885 49013.309492715372
leaf_weight=3403783 248391 63 4369 3885 22 108 24 236 60 99 25 354649 23 10613 28 2228 35 655 75 100 2221 215 44 37 85 10846 26031 2835 1834 185
leaf_count=3403783 248391 63 4369 3885 22 108 24 236 60 99 25 354649 23 10613 28 2228 35 655 75 100 2221 215 44 37 85 10846 26031 2835 1834 185
internal_value=0 72.2522 -139.31 -5024.22 -20613 5602.33 -20708.9 -37885.1 -12700.9 34305.5 21868.2 -86.351 964.184 425.05 -5626.35 2882.17 110072 -12023.3 71.941 2205.22 -17135.2 -41098.1 -88243.8 -12661 -120648 1089.34 2086.18 5889.19 13705.7 2509.37
internal_weight=0 670021 421630 4522 637 253 132 384 148 121 85 417108 62459 58090 5746 2466 63 3280 2403 2328 2625 404 152 252 108 52344 41498 15467 4669 10798
internal_count=4073804 670021 421630 4522 637 253 132 384 148 121 85 417108 62459 58090 5746 2466 63 3280 2403 2328 2625 404 152 252 108 52344 41498 15467 4669 10798
is_linear=0
shrinkage=0.1


Tree=4212
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 0 4 6 7 4 4 3 4 6 2 3 0 6 4 0 5 4 0 4 6 7 6 1 0 0
split_gain=4.22275e+11 5.0914e+12 1.56072e+13 1.59515e+13 1.06575e+13 1.04719e+13 1.6469e+13 1.72679e+13 1.30207e+13 1.19486e+13 9.24383e+12 9.07923e+12 1.37004e+13 2.61128e+13 1.12846e+13 3.70408e+13 8.77732e+12 1.42504e+13 8.50359e+12 8.95312e+12 1.50243e+13 1.30389e+13 9.45698e+12 1.56385e+13 1.9095e+13 2.50703e+13 1.87633e+13 1.70373e+13 1.44877e+13 1.20371e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 74.615000000000009 4.5000000000000009 47.207933300000008 4.5000000000000009 114.05000000000001 6.0000000000000009 24.500000000000004 13.500000000000002 4.5000000000000009 9.5000000000000018 94.02500000000002 1250.5000000000002 2.5000000000000004 47.222459950000008 61.025000000000006 20.500000000000004 55.685785750000008 1.5000000000000002 2.5000000000000004 51.659529100000007 17.500000000000004 56.010000000000012 6.0000000000000009 59.505000000000003 39.366401150000009 52.516286950000008 55.568628050000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 -8 10 -10 14 13 -13 15 -5 17 -12 19 22 -21 -22 -4 24 -24 29 -25 -27 -28 -26
right_child=-2 2 3 11 -6 6 7 -9 9 -11 16 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 26 25 27 28 -29 -30 -31
leaf_value=-9.0044004931344546 27.167848657730918 -744.68188313509245 -2378.9135835449142 -23472.389015151515 51109.759247819769 42774.026552207259 2138.3208562914624 -77581.976998197119 58250.832830255677 -16989.899816664209 15168.080708788444 -15811.045325948371 -10892.784643369518 -102237.45538903063 -4368.6550691861412 146418.70781250001 1971.0895073749766 55807.857115467312 -10559.632974139697 1983.2037715133677 8284.3797813534366 -13323.438025675228 -95.277661399015173 1742.8973410470146 -6967.0620994084138 19950.173185052019 -31507.491129232585 -20708.333550470528 24594.163063401444 18625.582029981739
leaf_weight=1647734 2379478 10126 12226 33 43 110 5332 26 55 106 414 122 1714 49 973 21 291 109 1036 1576 321 2148 5818 616 899 1634 401 110 52 231
leaf_count=1647734 2379478 10126 12226 33 43 110 5332 26 55 106 414 122 1714 49 973 21 291 109 1036 1576 321 2148 5818 616 899 1634 401 110 52 231
internal_value=0 -38.154 -1069.03 -2431.43 1389.7 1260.67 4412.33 3746.01 4081.28 14706.8 18573.1 -9464.05 -13585.6 -40576.5 -1899.22 42596.4 15892.2 23637.9 -1674.85 -1321.26 -5644.98 -10514.2 -525.816 1795.25 3198.97 9867.71 -9618.32 17385.7 -25067.6 -1735.29
internal_weight=0 1.69433e+06 46592 29980 16612 16569 6443 6333 6307 975 869 2912 1885 171 1027 54 814 523 27068 26032 4045 2469 21987 9761 8692 2874 1069 1744 453 1130
internal_count=4073804 1694326 46592 29980 16612 16569 6443 6333 6307 975 869 2912 1885 171 1027 54 814 523 27068 26032 4045 2469 21987 9761 8692 2874 1069 1744 453 1130
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=31
num_cat=0
split_feature=4 1 1 0 1 4 1 0 0 4 0 1 0 0 1 1 6 5 6 7 6 6 6 6 4 6 0 4 6 1
split_gain=3.664e+11 4.82768e+12 1.7169e+13 3.62408e+13 3.94682e+13 3.7883e+13 3.1477e+13 3.40642e+13 2.78168e+13 3.70206e+13 3.55661e+13 6.27265e+13 2.76577e+13 5.4805e+13 1.0244e+14 6.33818e+13 6.03454e+13 4.39658e+13 3.84137e+13 3.85338e+13 5.01284e+13 5.2305e+13 3.56144e+13 3.2784e+13 5.39453e+13 3.1039e+13 3.08411e+13 5.31032e+13 4.12561e+13 2.85516e+13
threshold=17.500000000000004 82.948524700000021 82.901648750000021 55.018166200000003 82.906746050000024 24.500000000000004 82.895858600000011 55.055052800000006 54.998919050000005 19.500000000000004 55.007293000000011 82.941727000000014 55.061158000000006 55.046782850000007 82.911604200000014 82.918694400000007 90.045000000000016 3.5000000000000004 100.05000000000001 6.0000000000000009 69.605000000000004 76.605000000000004 77.565000000000012 118.04500000000002 22.500000000000004 72.020000000000024 55.050541250000002 23.500000000000004 81.705000000000013 82.918694400000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 -5 -2 -8 -4 10 -10 -12 13 15 16 22 -15 29 19 20 -16 25 -6 24 -24 -22 27 -23 -28 -14
right_child=1 -3 3 4 12 -7 7 -9 9 -11 11 -13 17 14 18 -17 -18 -19 -20 -21 21 26 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-13.305800911287267 87.865423377589821 -831.91637748247433 -438.0303136146033 31343.924128832681 24509.012644564169 6252.5259956605896 -10375.95880702089 58601.234012133456 -107586.34000537478 -30117.965220748029 -5173.0473944566629 90550.168181818182 20796.325360359948 -36543.539304304351 4688.3192209117351 3392.6311186903749 -136258.23553036974 81169.766082317074 -32114.750604790912 -5020.2142346801766 84385.603409090909 85167.431994047627 196555.25981889205 -3218.3427419354839 46107.976512732879 239904.8848214286 -36094.402485795457 -125195.81752232143 95221.711804058912 4069.5804645905514
leaf_weight=3403783 581701 54787 5639 1003 356 1504 3722 73 29 821 617 77 1281 418 694 7762 71 82 416 3600 33 21 44 31 52 21 33 28 87 5018
leaf_count=3403783 581701 54787 5639 1003 356 1504 3722 73 29 821 617 77 1281 418 694 7762 71 82 416 3600 33 21 44 31 52 21 33 28 87 5018
internal_value=0 67.595 147.697 2491.7 4461.74 16291.1 28.6423 -9049.12 -3694.32 -15587 913.678 5447.54 2982.48 444.551 -7364.33 5579.76 -51021.5 8418.3 -3036.67 -358.677 17941.8 59188 40727.7 86191.2 115063 144865 31811.9 -35040.1 59109.8 7471.23
internal_weight=0 670021 615234 29738 22555 2507 585496 3795 7183 1544 723 694 20048 13667 5422 8245 489 6381 4933 4517 917 223 483 127 96 54 169 49 120 6299
internal_count=4073804 670021 615234 29738 22555 2507 585496 3795 7183 1544 723 694 20048 13667 5422 8245 489 6381 4933 4517 917 223 483 127 96 54 169 49 120 6299
is_linear=0
shrinkage=0.1


Tree=4214
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 4 0 6 4 1 0 2 4 6 7 4 6 6 1 4 6 5 6 0 2 4 4 3 4 4
split_gain=3.65543e+11 2.23196e+12 1.24127e+13 1.84599e+13 2.79044e+13 9.18493e+12 9.0404e+12 8.66398e+12 7.28182e+12 8.5141e+12 6.93177e+12 6.7052e+12 6.44774e+12 6.1812e+12 6.14309e+12 1.01768e+13 8.37255e+12 5.66026e+12 5.55531e+12 5.47776e+12 5.39785e+12 5.33757e+12 1.66926e+13 7.15359e+12 7.82224e+12 7.07322e+12 6.68892e+12 9.85089e+12 5.44163e+12 8.53758e+12
threshold=3338.0000000000005 86.169282750000022 55.60524465000001 54.188398350000007 53.888505650000006 5.5000000000000009 55.390026600000006 57.410000000000004 13.500000000000002 91.443676550000006 55.579943700000008 2851.5000000000005 9.5000000000000018 50.795000000000009 6.0000000000000009 6.5000000000000009 58.045000000000009 41.005000000000003 91.443676550000006 15.500000000000002 57.005000000000003 1.5000000000000002 36.005000000000003 53.310923100000004 2851.5000000000005 5.5000000000000009 3.5000000000000004 2.5000000000000004 9.5000000000000018 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 -1 3 4 8 13 19 10 14 -10 -8 -7 -13 -6 21 20 -17 -4 -18 -5 -16 22 -3 -24 25 26 -25 -28 29 -23
right_child=-2 2 17 6 5 11 7 -9 9 -11 -12 12 -14 -15 15 16 18 -19 -20 -21 -22 28 23 24 -26 -27 27 -29 -30 -31
leaf_value=-35.009285391535201 35.983838984864718 -285.93202526164634 4978.4079643911427 6767.3384267070869 -13735.301671011639 -52970.176417824085 -2525.7839494376349 43053.229839268024 25112.776459065135 -2842.1367242792603 57568.949388586952 8615.0642682540529 -17881.986607072158 -34227.306667803452 -3156.315907903303 -4235.7733141200506 -32269.771640780629 -12957.654473530862 -3985.402788035075 -14414.921964130706 18306.373208572157 -846.91630997213315 -16355.901461487781 -4361.6269653320314 -10744.33459603446 10657.882690348633 50198.297108238752 19226.712667615167 -8070.1993866894018 5097.7519521178165
leaf_weight=2380249 1667517 2804 219 3928 289 27 116 134 263 186 23 242 148 300 285 501 251 895 96 126 199 9559 79 64 112 753 159 290 757 3233
leaf_count=2380249 1667517 2804 219 3928 289 27 116 134 263 186 23 242 148 300 285 501 251 895 96 126 199 9559 79 64 112 753 159 290 757 3233
internal_value=0 -24.9362 895.889 1357.49 110.11 -16132.8 7295.14 24909.3 944.184 13532.3 7417.95 -4776.7 -1440.23 -24172.7 648.913 -5901.66 -12505.2 -9431.62 -24444.7 6108.98 5668.22 1138.83 4225.83 12908.7 14586.5 16827.4 25883.3 30194.4 167.999 655.516
internal_weight=0 2.40629e+06 26038 24924 20597 1006 4327 273 19591 449 139 417 390 589 19142 1332 848 1114 347 4054 484 17810 4261 1457 1378 1266 513 449 13549 12792
internal_count=4073804 2406287 26038 24924 20597 1006 4327 273 19591 449 139 417 390 589 19142 1332 848 1114 347 4054 484 17810 4261 1457 1378 1266 513 449 13549 12792
is_linear=0
shrinkage=0.1


Tree=4215
num_leaves=31
num_cat=0
split_feature=0 7 4 4 4 1 1 2 4 0 6 4 6 6 1 1 6 4 4 4 3 6 3 6 6 0 1 4 4 4
split_gain=3.59194e+11 4.6758e+12 1.21349e+13 2.71871e+13 2.97444e+13 2.92134e+13 2.67554e+13 2.57321e+13 2.2606e+13 2.21792e+13 2.03785e+13 1.75816e+13 1.34852e+13 1.43507e+13 1.33758e+13 4.07932e+13 1.1418e+13 1.14324e+13 3.12204e+13 1.41584e+13 1.33318e+13 3.59388e+13 1.16839e+13 1.12552e+13 1.11749e+13 1.08217e+13 2.39703e+13 1.33456e+13 1.20225e+13 1.3928e+13
threshold=60.05226170000001 6.0000000000000009 13.500000000000002 16.500000000000004 20.500000000000004 30.260128500000004 30.389265100000003 3338.0000000000005 12.500000000000002 60.064438250000002 35.010000000000012 21.500000000000004 30.425000000000001 78.010000000000005 30.242318500000007 30.226173900000003 39.810000000000009 5.5000000000000009 4.5000000000000009 7.5000000000000009 4.5000000000000009 55.805000000000007 2.5000000000000004 90.045000000000016 80.720000000000013 60.064438250000002 30.452677500000004 7.5000000000000009 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 25 7 5 6 14 10 8 16 12 -5 -6 -8 -14 15 24 -3 18 -18 -19 21 22 -20 -13 -4 26 -2 -28 -27 -30
right_child=1 2 3 4 11 -7 9 -9 -10 -11 -12 23 13 -15 -16 -17 17 19 20 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=4.3789591941534978 6803.5670476148725 -2315.4116404424653 35707.753021197554 -10011.393922842921 34734.219498827501 5693.6368697185908 10961.991641971983 -1398.4883754043046 -93274.925126689195 5644.5360582296562 -65928.109030666601 1421.9973199317049 -23781.10526145577 59850.080877976194 77106.191015625009 -65225.58595753205 -71102.522286283056 -60371.906598772322 -48320.421739783662 -20109.582359965745 -32448.912727864583 131382.47257295495 48437.360384114581 -33937.329709791105 100266.12335464015 179.2557954462826 30250.775996406959 -8231.5310270929294 -12287.056895045134 -1702.2701764883896
leaf_weight=3987094 5865 535 143 113 157 2009 145 4713 37 692 154 4185 894 21 72 39 39 98 26 803 24 34 24 92 33 57180 95 1754 1645 5089
leaf_count=3987094 5865 535 143 113 157 2009 145 4713 37 692 154 4185 894 21 72 39 39 98 26 803 24 34 24 92 33 57180 95 1754 1645 5089
internal_value=0 -201.353 -1801.67 611.646 -2713.48 9957.04 -12774.7 -5135.64 -16008 -8280.79 -42263 1867.86 -17371.7 -21861.7 39800.8 27307.9 -14202 -20270.1 5587.74 -24488.8 33281.4 52061.5 -1876.69 661.404 47812.4 135.609 3673.66 -6254.34 -291.411 -4287.95
internal_weight=0 86710 15082 8749 6453 2296 2019 6333 1620 1752 267 4434 1060 915 287 215 1583 1048 147 901 108 84 50 4277 176 71628 7714 1849 63914 6734
internal_count=4073804 86710 15082 8749 6453 2296 2019 6333 1620 1752 267 4434 1060 915 287 215 1583 1048 147 901 108 84 50 4277 176 71628 7714 1849 63914 6734
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=31
num_cat=0
split_feature=6 6 2 4 1 1 4 4 0 0 4 6 1 1 0 1 3 1 1 3 1 1 3 3 0 1 0 5 6 1
split_gain=3.4318e+11 5.19313e+12 3.5742e+13 4.03909e+13 2.6217e+13 3.24723e+13 4.08049e+13 4.58796e+13 2.9447e+13 3.83343e+13 4.09646e+13 2.84085e+13 2.60783e+13 1.77717e+13 3.39702e+13 1.91218e+13 1.75495e+13 5.97489e+13 4.39872e+13 3.11958e+13 2.61339e+13 2.08463e+13 1.91913e+13 1.7464e+13 1.66704e+13 1.98464e+13 2.839e+13 1.5867e+13 1.8843e+13 3.47681e+13
threshold=54.010000000000012 54.710000000000008 75.000000000000014 16.500000000000004 30.277905650000005 30.315889700000003 15.500000000000002 16.500000000000004 59.990753350000013 59.905532300000012 8.5000000000000018 54.410000000000004 37.682335600000009 37.740454950000007 55.710673100000008 37.475446350000006 7.5000000000000009 37.600779750000008 37.618684050000006 2.5000000000000004 37.649344350000007 37.631035900000008 4.5000000000000009 4.5000000000000009 55.649510000000014 37.729575300000008 55.768246800000007 2.5000000000000004 54.410000000000004 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 -6 23 -12 16 15 -15 -5 18 -18 22 -20 21 -21 27 -11 -14 26 -26 28 29 -2
right_child=1 -3 4 13 5 -7 7 -9 -10 10 11 -13 24 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-24.246666706205019 -33951.543466689494 15.337529236810063 -13958.612197356477 18660.98907096473 -7066.1238192471592 293.27236099988312 -115157.26811995968 17897.751422968999 -48492.407279829553 8313.2274502840919 95587.395052083346 226183.31885080645 41809.173198553857 -11973.234420572917 77884.972127793706 -11364.234782430794 31499.650000939 -81780.181101707174 20002.938515625003 157356.07335069447 217970.65975000002 34205.828369140625 55452.515177538029 112977.95351171876 -98825.848893229166 7546.4486623442863 13053.234611191861 -28436.630318196614 55987.739242788462 75164.335840411528
leaf_weight=2399345 91 1654371 1263 274 44 15563 31 158 22 44 36 31 94 90 79 939 338 54 35 27 25 28 189 25 48 291 43 66 117 43
leaf_count=2399345 91 1654371 1263 274 44 15563 31 158 22 44 36 31 94 90 79 939 338 54 35 27 25 28 189 25 48 291 43 66 117 43
internal_value=0 34.7432 1632.92 11962.5 -89.5767 1008.37 29471.3 -3926.09 60719.4 74067.5 100317 156012 23389.5 -349.192 30031.5 -4581.95 32461.3 15894.8 42918.7 98745.6 133196 94661.4 30230.7 46235.2 4083.46 -5199.83 -45959.9 15193.1 26665.5 1063.25
internal_weight=0 1.67446e+06 20088 2871 17217 15954 391 189 202 180 136 67 1489 1382 169 1213 1013 392 621 115 80 55 506 69 476 382 91 317 251 134
internal_count=4073804 1674459 20088 2871 17217 15954 391 189 202 180 136 67 1489 1382 169 1213 1013 392 621 115 80 55 506 69 476 382 91 317 251 134
is_linear=0
shrinkage=0.1


Tree=4217
num_leaves=31
num_cat=0
split_feature=4 6 1 1 2 0 1 4 6 6 6 0 4 5 1 1 4 1 1 1 0 6 1 6 1 0 2 6 0 3
split_gain=3.4529e+11 2.80683e+12 7.61632e+12 1.78802e+13 1.91209e+13 2.97975e+13 3.24797e+13 2.53803e+13 7.27524e+13 4.33954e+13 4.02415e+13 1.73746e+13 1.65181e+13 1.52904e+13 1.99955e+13 1.69732e+13 2.40365e+13 2.71249e+13 2.26846e+13 2.15289e+13 1.94493e+13 1.94055e+13 3.81679e+13 3.16127e+13 2.37114e+13 4.64551e+13 3.58219e+13 2.31617e+13 2.22083e+13 2.21917e+13
threshold=5.5000000000000009 75.605000000000004 82.981285100000022 60.571186450000006 4395.5000000000009 57.15297970000001 65.493200550000012 4.5000000000000009 120.05000000000001 116.05000000000001 102.04000000000001 56.904718250000009 3.5000000000000004 3.5000000000000004 60.636764050000004 61.381045500000006 4.5000000000000009 60.770858000000011 60.66055595000001 61.29689960000001 56.685611200000004 104.01000000000001 82.92647190000001 114.05000000000001 82.825258850000026 55.080855950000007 9651.0000000000018 101.02000000000002 55.111813300000001 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 12 9 10 -8 -9 13 -5 14 -6 16 19 18 -18 -16 -19 27 24 -24 25 26 -23 -17 -27 -29
right_child=-2 2 -4 4 11 -7 7 8 -10 -11 -12 -13 -14 -15 15 21 17 20 -20 -21 -22 22 23 -25 -26 28 -28 29 -30 -31
leaf_value=90.009467400530696 -18.204373089607682 -201.81106622307425 2321.049108676762 10420.010502589028 -25460.537591912944 19098.738635736565 22595.476618167246 -26796.033700336808 114204.18589154413 -70388.900226643877 -118491.14397063079 -25704.878778784616 100291.20252403847 901.23081999542819 8268.104472113715 -7654.2946492604669 -13701.629593063188 -14221.308832465278 63646.569649188699 56376.617519309308 -80582.296342198999 -6705.3473155886641 -13596.966668701172 131575.77871093751 -66177.73623097474 -154324.7321986607 145795.36542968752 11392.118975694444 -32136.626603160188 133942.59843750001
leaf_weight=1063210 2928705 62749 8474 43 610 803 307 421 34 60 54 448 39 2591 315 3996 91 126 65 132 68 43 40 24 193 21 24 45 51 22
leaf_count=1063210 2928705 62749 8474 43 610 803 307 421 34 60 54 448 39 2591 315 3996 91 126 65 132 68 43 40 24 193 21 24 45 51 22
internal_value=0 46.5595 -517.575 -845.226 -4630.49 4890.67 -7018.6 -12652.1 -27105.5 7393.67 -37220.3 -6513.34 53163.6 -5496.69 -8322.64 -6333.66 7107.73 -12518 18526.8 22474.6 -37481.9 -8736.17 -29867.2 40842.8 -43498 -12007.4 47921.8 -6676.64 -67774.8 51632.6
internal_weight=0 1.1451e+06 81889 73415 10666 1761 958 876 509 367 475 8905 82 8457 5866 5256 797 350 156 447 194 4459 396 64 332 139 67 4063 72 67
internal_count=4073804 1145099 81889 73415 10666 1761 958 876 509 367 475 8905 82 8457 5866 5256 797 350 156 447 194 4459 396 64 332 139 67 4063 72 67
is_linear=0
shrinkage=0.1


Tree=4218
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 4 1 0 0 1 3 6 0 1 0 1 1 2 4 4 1 0 6 0 0 1 3 6 0 3
split_gain=3.7895e+11 9.79171e+12 1.31511e+13 1.89615e+13 4.00592e+13 2.67748e+13 2.51053e+13 5.84139e+13 2.49597e+13 2.54105e+13 1.99982e+13 1.88799e+13 2.9519e+13 5.41715e+13 1.70694e+13 3.48843e+13 2.83588e+13 1.79096e+13 1.83387e+13 2.64241e+13 1.59314e+13 1.57656e+13 1.52288e+13 1.48291e+13 2.94676e+13 2.01169e+13 1.69454e+13 2.19173e+13 1.48045e+13 1.48033e+13
threshold=72.50500000000001 2.5000000000000004 73.995000000000019 37.543519500000009 37.71815560000001 8.5000000000000018 37.503969450000007 55.850146250000009 55.82518790000001 37.755233900000007 6.5000000000000009 73.41500000000002 55.676890650000011 37.517483500000004 55.79439725000001 37.804148700000006 37.873748150000004 2506.0000000000005 17.500000000000004 21.500000000000004 28.601854300000003 55.743464250000009 73.41500000000002 55.910578700000009 55.866549750000011 37.563506350000004 11.500000000000002 73.41500000000002 44.739668300000005 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 23 20 -7 11 14 -10 -9 12 -8 -14 16 -16 21 18 22 -20 -3 28 -18 24 25 29 27 -26 -6 -5
right_child=1 2 -4 4 8 6 7 10 9 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-12.818074694672323 -845.49567265981204 -41466.792571390091 134.08143763877311 38232.954139293324 25003.009750828598 -5549.541107511609 16487.284520755598 -66769.897837094904 98521.45653076173 9048.5695487359044 -186363.72570043104 60544.365410786289 -202805.45880681821 5288.8371497844828 74526.083159179689 -22138.372094247003 14370.290977575423 1512.9768708158736 -44001.564255464997 11961.984034925286 12259.755159505208 34702.917616489955 47307.788023158486 -15058.793822753907 -8089.8447904146642 12425.372503238788 99413.470552681596 88408.317587209312 -24547.056957806693 125431.09278125
leaf_weight=3462265 97628 58 489530 88 66 3254 67 27 32 3932 29 31 22 29 40 560 376 12014 104 447 1140 56 224 100 52 793 74 43 698 25
leaf_count=3462265 97628 58 489530 88 66 3254 67 27 32 3932 29 31 22 29 40 560 376 12014 104 447 1140 56 224 100 52 793 74 43 698 25
internal_value=0 72.5703 246.976 2513.71 3868.79 -3225.53 -7687.88 -41630 2734.53 9770.85 -128702 -8904.84 -27150 -84477.3 822.159 -15694.1 1530.76 2654.61 14570.8 1398.99 9658.64 -16512.5 26667 21774.6 25201 18050.3 63535.4 35588.3 -20266.6 57524.6
internal_weight=0 611539 513911 24381 19724 4657 3459 205 18549 3964 56 149 118 51 14585 600 13985 13165 1151 551 1198 820 600 1175 1075 906 169 95 764 113
internal_count=4073804 611539 513911 24381 19724 4657 3459 205 18549 3964 56 149 118 51 14585 600 13985 13165 1151 551 1198 820 600 1175 1075 906 169 95 764 113
is_linear=0
shrinkage=0.1


Tree=4219
num_leaves=31
num_cat=0
split_feature=4 3 7 1 1 0 4 5 6 6 1 1 1 0 0 6 1 6 6 6 1 0 6 6 6 1 0 0 0 1
split_gain=3.73717e+11 4.29499e+12 8.92031e+12 1.09269e+13 3.96023e+13 2.11444e+13 1.59837e+13 1.50375e+13 3.2434e+13 1.23561e+13 1.19816e+13 4.85099e+13 2.65337e+13 2.48964e+13 3.14251e+13 2.65973e+13 1.44785e+13 1.24155e+13 2.05688e+13 1.70077e+13 2.10929e+13 1.73915e+13 1.27325e+13 1.22489e+13 1.1467e+13 1.11816e+13 1.07219e+13 1.62001e+13 1.16371e+13 1.06103e+13
threshold=17.500000000000004 15.500000000000002 6.0000000000000009 30.389265100000003 30.438492500000006 59.939085000000013 16.500000000000004 1.5000000000000002 50.995000000000012 47.805000000000007 37.618684050000006 37.649344350000007 37.488790500000007 55.81943720000001 55.743464250000009 69.015000000000015 37.475446350000006 120.05000000000001 168.45000000000002 95.045000000000016 39.044653900000007 43.6005307 156.15000000000003 69.015000000000015 79.710000000000022 30.410676000000006 44.685196900000008 45.022979600000006 45.00849250000001 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 25 -9 -6 12 23 16 14 -14 -15 -11 19 22 21 -21 -13 -19 -12 -25 -5 -23 28 -28 -8
right_child=-2 2 3 4 9 6 29 8 -10 10 11 17 13 15 -16 -17 -18 18 -20 20 -22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.74861177012892721 68.266576731132091 -2035.3304533230039 4921.0435147352 72796.092472956734 -2141.1747742990215 28670.362417763157 28953.064921875004 168932.50132211539 39964.17349008414 14.835692319659405 36557.336511694033 94675.052111235127 -24963.80989384542 77021.570575241814 -110761.29514399511 -51673.607692307698 41499.743533293738 -29734.829009300058 46155.946698588712 -25369.423984375 48277.616483258927 -58226.007240513398 -118316.8309375 128371.12980468752 42037.303500000002 -4307.5971277573535 26008.966327541977 3103.2795589170596 111322.1599888393 -46971.219041066361
leaf_weight=3360895 670021 28448 344 26 6610 38 20 26 78 634 79 21 262 42 51 26 97 86 31 50 175 28 20 40 25 68 67 5244 21 231
leaf_count=3360895 670021 28448 344 26 6610 38 20 26 78 634 79 21 262 42 51 26 97 86 31 50 175 28 20 40 25 68 67 5244 21 231
internal_value=0 -13.438 -1007.84 1016.42 1605.42 -11830.9 -31771 46006.2 72206.3 959.424 3887.69 5685.92 -5632.26 -27028.7 -38943.6 27814.6 5519.67 4248.52 -25494.1 4975.37 31911.6 3849.06 -46448.4 63012.6 95165.8 17019 3493.22 3817.32 46367.8 -40921.5
internal_weight=0 3.40378e+06 42888 14440 13807 633 289 198 104 13609 6999 5887 1112 381 313 68 731 5743 137 5606 225 5381 106 144 65 94 5360 5332 88 251
internal_count=4073804 3403783 42888 14440 13807 633 289 198 104 13609 6999 5887 1112 381 313 68 731 5743 137 5606 225 5381 106 144 65 94 5360 5332 88 251
is_linear=0
shrinkage=0.1


Tree=4220
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 3 0 4 6 6 3 6 1 6 3 4 6 1 1 0 4 1 5 6 7 0 6 1 1 0
split_gain=3.75017e+11 2.65991e+12 5.20377e+12 6.07425e+12 6.19519e+12 6.75375e+12 4.62338e+12 7.51799e+12 9.36905e+12 1.22899e+13 6.52599e+12 5.88383e+12 3.74285e+12 1.12131e+13 1.47409e+13 1.18801e+13 1.24742e+13 7.37089e+12 9.87819e+12 6.28805e+12 2.13098e+13 3.38336e+13 2.74529e+13 2.96776e+13 2.74454e+13 2.98193e+13 2.43837e+13 2.53691e+13 1.89002e+13 1.86988e+13
threshold=14.500000000000002 30.157841000000001 61.805000000000007 15.500000000000002 59.864072000000007 17.500000000000004 59.856552950000008 20.500000000000004 92.02500000000002 69.605000000000004 16.500000000000004 89.00500000000001 30.389265100000003 138.05000000000004 15.500000000000002 15.500000000000002 58.755000000000003 30.362494150000003 30.242318500000007 59.905532300000012 17.500000000000004 30.438492500000006 1.5000000000000002 57.715000000000011 6.0000000000000009 59.963561900000009 46.420000000000009 30.438492500000006 30.438492500000006 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -5 -8 13 15 -15 16 -3 18 -18 28 21 22 -21 -24 25 26 -22 -28 29 -14
right_child=1 12 3 4 5 -7 11 8 -10 -11 -12 -13 19 14 -16 -17 17 -19 -20 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.7942004810144692 -22.313199081084804 -7327.972991608568 27642.498370361329 2109.4634114583332 -56376.682408405177 -1309.4775525410971 30645.743570392453 6937.4485731336817 47928.212812500002 -60847.182915683967 68385.33391113281 -289.40386759440105 -902.29129068447241 109980.84914062501 12634.721914062502 -871.76928492299692 -21084.144226074219 2993.8170386904767 -93433.066932744579 11212.699462368 5818.9440004553735 1554.2737401331706 88603.943150745748 25405.522318510168 -4146.9029177684852 1322.7125535861926 -57437.330733816969 40185.312260380502 45.270247292958885 23553.535332149557
leaf_weight=3758080 1362 237 160 39 29 96 171 54 20 53 24 96 578 20 70 29772 32 21 46 327 549 977 132 170 5033 2610 28 540 271797 681
leaf_count=3758080 1362 237 160 39 29 96 171 54 20 53 24 96 578 20 70 29772 32 21 46 327 549 977 132 170 5033 2610 28 540 271797 681
internal_value=0 104.678 3648.39 10386.3 5642.28 -14085.1 11038.2 -885.248 -14895.4 -26638.1 27357.4 19523 80.9039 -977.44 34267.2 -1082.79 -19781.2 -49593.4 -63751.5 193.668 2611.14 13200.3 31289.7 53028.7 669.788 7174.32 20847.3 35372.9 101.894 12326
internal_weight=0 315724 2104 742 582 125 457 190 127 107 63 267 313620 30198 90 30108 336 99 78 283422 10366 1606 629 302 8760 3727 1117 568 273056 1259
internal_count=4073804 315724 2104 742 582 125 457 190 127 107 63 267 313620 30198 90 30108 336 99 78 283422 10366 1606 629 302 8760 3727 1117 568 273056 1259
is_linear=0
shrinkage=0.1


Tree=4221
num_leaves=31
num_cat=0
split_feature=1 4 6 6 6 0 1 1 0 6 6 6 0 4 1 4 3 0 0 6 6 4 4 6 7 4 3 6 3 6
split_gain=3.60364e+11 3.09802e+12 5.99745e+12 8.83289e+12 6.91137e+12 5.71896e+12 1.57904e+13 1.46205e+13 2.61451e+13 1.13099e+13 7.8725e+12 7.46608e+12 1.1426e+13 9.46006e+12 8.00886e+12 1.01384e+13 1.17794e+13 1.71435e+13 1.53459e+13 1.38462e+13 7.14955e+12 6.66941e+12 6.07092e+12 5.99619e+12 6.98564e+12 8.44782e+12 6.67859e+12 8.38438e+12 6.68464e+12 6.43929e+12
threshold=82.968544750000021 16.500000000000004 34.905000000000008 32.515000000000008 31.410000000000004 56.020150250000007 92.865667950000017 92.791023150000015 56.041614100000011 168.45000000000002 38.995000000000012 64.405000000000015 56.105603650000006 24.500000000000004 92.90968070000001 20.500000000000004 12.500000000000002 56.067362750000008 56.041614100000011 88.825000000000003 98.020000000000024 17.500000000000004 18.500000000000004 118.04500000000002 6.0000000000000009 22.500000000000004 9.5000000000000018 66.990000000000023 13.500000000000002 81.02500000000002
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 4 -3 9 7 8 21 -4 -8 12 -12 22 23 16 17 18 -16 -20 -18 -7 -14 24 -13 -26 27 -27 -28 -30
right_child=1 2 5 -5 -6 6 10 -9 -10 -11 11 14 13 -15 15 -17 20 -19 19 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=12.262303496824323 -7.1489692554812949 1769.4505891042609 -1832.7394825148081 10441.187621970979 -13339.330706668381 5493.8083369859942 -6530.9953628324256 -15835.560988528143 -11246.965896286138 65453.021242187504 14107.278986222327 -15390.861550673289 -6465.4238890310262 40023.187676711314 -4148.8801711309525 386.66902113048309 16318.771059466424 -3547.8900556848407 64202.477877869904 161255.02027529763 -53864.78495163691 22365.942079390406 -56699.942833533656 40074.501861979166 -10748.021981393793 -18327.844425781248 -27478.837593587239 47214.636926269537 -584.67496451822922 52423.547685842808
leaf_weight=3481938 547673 2375 33323 1106 347 689 495 799 1026 25 1763 398 322 42 21 327 47 47 49 21 21 355 26 30 263 25 54 89 75 33
leaf_count=3481938 547673 2375 33323 1106 347 689 495 799 1026 25 1763 398 322 42 21 327 47 47 49 21 21 355 26 30 263 25 54 89 75 33
internal_value=0 -72.1389 -877.543 2905.34 -156.614 -1236.29 1358.58 -4345.37 89.7374 -1782.3 5303.76 6907.42 10680.9 -4807.93 1491.19 11333.3 28709.8 45495.6 70825.8 93318.2 -5355.56 11231 -10218.6 -3933.69 -5342.71 2076.89 14297.7 32841.3 1248.58 15612.3
internal_weight=0 591866 44193 3828 2722 40365 7017 2869 2070 33348 4148 3653 2153 390 1500 533 206 138 91 70 68 1044 348 967 937 539 276 114 162 108
internal_count=4073804 591866 44193 3828 2722 40365 7017 2869 2070 33348 4148 3653 2153 390 1500 533 206 138 91 70 68 1044 348 967 937 539 276 114 162 108
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=31
num_cat=0
split_feature=2 4 6 6 1 1 6 3 1 6 3 1 4 0 0 3 1 0 6 6 0 0 0 0 3 1 4 1 1 0
split_gain=3.47815e+11 2.12069e+12 7.39444e+12 2.22786e+13 2.48124e+13 1.83744e+13 1.7784e+13 1.982e+13 2.31994e+13 1.75834e+13 2.56592e+13 4.42632e+13 2.55922e+13 3.5745e+13 5.77249e+13 5.04658e+13 4.5934e+13 5.48343e+13 3.06226e+13 2.81484e+13 1.99086e+13 3.50279e+13 1.87864e+13 1.78537e+13 1.75354e+13 2.1515e+13 1.72489e+13 1.70025e+13 1.61767e+13 4.92124e+13
threshold=3338.0000000000005 16.500000000000004 61.425000000000004 63.415000000000006 55.90712030000001 56.02161850000001 90.045000000000016 14.500000000000002 72.839788400000018 63.140000000000008 12.500000000000002 37.702956500000006 25.500000000000004 55.759969450000007 55.783232450000007 14.500000000000002 37.618684050000006 55.850146250000009 62.375000000000007 62.995000000000012 55.840017500000009 55.676890650000011 55.462387050000011 60.002985000000002 20.500000000000004 37.517483500000004 18.500000000000004 37.740454950000007 30.389265100000003 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 -8 12 -11 20 23 22 15 -15 -16 -18 -19 -20 21 -12 -14 28 25 -23 -25 -13 -4 -30
right_child=-2 2 3 5 -6 6 7 -9 -10 10 11 27 13 14 16 -17 17 18 19 -21 -22 24 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-84.21490551852105 35.100462666988115 345.35912032442752 -15802.495548847655 -80.456000563389779 18548.302805635056 6658.0627885274916 116383.02562753184 5483.517045036765 23687.893938869904 -3312.0685129909443 -24512.405595290493 55612.186972323332 38257.278861748418 190430.56785714289 -7106.8399040081176 40666.531057787703 9672.4058728340351 162599.72968750002 -26038.231808035714 91676.788713609858 -31210.304545006384 -91011.930286038318 -13343.813673798533 -9992.6030058913948 -59813.110213694854 -209805.81208333332 19093.571561646499 -10776.232207842453 -4537.1933817161325 52266.541824142652
leaf_weight=1710229 1667517 474755 1250 198373 505 593 54 85 54 1036 71 44 79 35 487 63 234 40 28 74 208 31 660 305 34 30 615 313 15848 154
leaf_count=1710229 1667517 474755 1250 198373 505 593 54 85 54 1036 71 44 79 35 487 63 234 40 28 74 208 31 660 305 34 30 615 313 15848 154
internal_value=0 -24.324 122.829 -354.558 -3363.56 -19.9948 15239.4 41605.8 70035.5 -3874.93 -13434.4 -27780.2 -3024.91 8708.11 21423.9 94153.7 13164.9 39421.1 88443.7 59362.9 -51821.7 -77648 -7827.59 -4122.54 -117360 -149435 9450.87 -2593.91 -4846.37 -3990.53
internal_weight=0 2.40629e+06 696058 221303 22144 199159 786 193 108 21639 1767 731 19872 1700 961 98 863 376 142 102 374 166 739 18172 95 61 920 357 17252 16002
internal_count=4073804 2406287 696058 221303 22144 199159 786 193 108 21639 1767 731 19872 1700 961 98 863 376 142 102 374 166 739 18172 95 61 920 357 17252 16002
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=31
num_cat=0
split_feature=6 6 1 0 4 3 3 1 4 0 0 0 1 0 1 0 1 0 1 1 0 4 4 1 0 4 3 1 4 1
split_gain=3.60222e+11 4.64522e+12 1.58806e+13 1.47009e+13 1.3177e+13 1.28281e+13 1.18582e+13 1.47954e+13 1.28464e+13 1.39907e+13 1.71196e+13 1.34961e+13 1.69389e+13 2.61777e+13 1.50366e+13 3.95232e+13 1.68919e+13 2.79126e+13 2.70751e+13 2.85486e+13 1.51171e+13 1.4116e+13 1.29778e+13 1.27153e+13 1.65279e+13 1.5013e+13 1.23607e+13 1.20302e+13 1.20301e+13 2.80357e+13
threshold=54.010000000000012 54.410000000000004 30.277905650000005 59.864072000000007 24.500000000000004 15.500000000000002 2.5000000000000004 42.186961750000002 14.500000000000002 45.029425500000009 55.539595350000006 55.667390500000003 37.534144550000008 55.60524465000001 37.517483500000004 55.897267000000006 37.600779750000008 55.81943720000001 37.740454950000007 37.780517050000007 55.910578700000009 23.500000000000004 24.500000000000004 30.315889700000003 59.933037250000005 9.5000000000000018 9.5000000000000018 37.897576350000001 11.500000000000002 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -10 22 12 13 -12 21 16 17 -16 -18 -20 -17 -13 -11 24 -8 -26 -15 -21 29 -25
right_child=1 -3 5 4 -6 -7 7 -9 9 10 11 14 -14 26 15 20 18 -19 19 27 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-24.841406977140423 7196.9718762694538 21.943122299081324 -2162.45178547153 -31403.765275577913 15405.922694905601 -7358.4915722953147 2864.0304584703949 681.31544969967672 49892.170930594832 -8306.1702737071519 134528.04818548387 -18376.908019237388 11858.005939939725 -19413.090630744486 133609.27499999999 113253.38895152698 -27490.664015151517 -26348.718078613281 122695.54140625001 40290.114521897012 38655.233639139529 9316.4216971919213 -63506.135709635419 -94500.77227313703 147533.1924967448 38832.634953703702 60476.343289930563 -13002.671501813616 24994.05570033165 10463.821998366991
leaf_weight=2399345 238 1663284 2235 365 72 1069 38 2915 67 378 31 437 363 34 24 44 231 20 25 71 71 318 48 26 24 27 45 105 659 1195
leaf_count=2399345 238 1663284 2235 365 72 1069 38 2915 67 378 31 437 363 34 24 44 231 20 25 71 71 318 48 26 24 27 45 105 659 1195
internal_value=0 35.5954 2067.6 -12800.4 -23691.4 3023.4 4200.19 6176.35 9918.01 4862.7 3518.83 7744.81 22275.3 56652.4 2638.63 14584.9 1873.97 60901.1 -4138.05 22700 67197.1 -6712.7 -14525.9 15854 52787.8 89985.8 26093.5 8496.12 14105.5 8228.7
internal_weight=0 1.67446e+06 11175 675 437 10500 9431 7196 4281 2312 2245 1819 473 110 1346 591 476 44 432 201 115 755 426 1969 89 51 79 176 1880 1221
internal_count=4073804 1674459 11175 675 437 10500 9431 7196 4281 2312 2245 1819 473 110 1346 591 476 44 432 201 115 755 426 1969 89 51 79 176 1880 1221
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=31
num_cat=0
split_feature=0 3 2 5 2 3 6 6 6 1 1 6 7 4 1 0 1 1 1 1 6 0 0 6 1 1 0 0 1 0
split_gain=3.38126e+11 2.28431e+12 6.28379e+12 1.80693e+13 1.34905e+13 1.80383e+13 1.25733e+13 1.20423e+13 3.97907e+13 1.54694e+13 1.33821e+13 1.80088e+13 1.05501e+13 3.55859e+13 3.90188e+13 3.5729e+13 3.51741e+13 3.06421e+13 3.03803e+13 3.85613e+13 2.49533e+13 3.36543e+13 3.05523e+13 2.26879e+13 2.05721e+13 3.10642e+13 2.77879e+13 2.92337e+13 4.54324e+13 2.64811e+13
threshold=54.94110555000001 2.5000000000000004 4395.5000000000009 5.5000000000000009 2875.5000000000005 1.5000000000000002 138.05000000000004 168.45000000000002 189.00000000000003 52.380799750000001 49.095306150000006 247.90000000000001 6.0000000000000009 11.500000000000002 38.066230450000006 55.801384500000005 38.893394150000006 30.303340300000002 37.804148700000006 37.71815560000001 52.610000000000007 55.922096200000006 55.910578700000009 94.02500000000002 37.534144550000008 37.600779750000008 55.79439725000001 55.568628050000008 37.586700500000006 55.554045200000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 -5 -7 9 -9 -10 -12 -2 14 -14 24 -16 23 19 -19 -21 22 -22 -17 29 26 27 -26 -29 -15
right_child=1 -3 3 6 5 7 -8 8 10 -11 11 -13 13 15 16 17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=42.055543763766941 14.489322266213074 31.871513093631702 -511.25549556585702 -8722.3547656249993 2462.0818714490324 -235.90343269419395 -118275.00937500001 33440.310456000436 42169.193945312501 123797.395625 -73308.064290364593 22655.821685606061 -7716.6272436671516 -26247.490109954117 25057.274598475113 -6272.503904926004 -703.10224730374523 6446.8356771941289 -4355.3834020433997 12534.926831947887 58556.650865464799 -8989.3001556396484 161211.52605377906 52488.748731926309 15857.60882165279 -3023.3691764746104 -57800.649105902776 25670.291782924109 179875.61352370691 -5661.6797124923405
leaf_weight=1301151 220706 2095306 300500 20 48767 57285 22 36 32 40 48 33 14184 766 579 3405 6270 11957 2682 164 89 44 43 67 639 5447 45 56 29 3392
leaf_count=1301151 220706 2095306 300500 20 48767 57285 22 36 32 40 48 33 14184 766 579 3405 6270 11957 2682 164 89 44 43 67 639 5447 45 56 29 3392
internal_value=0 -19.7358 -179.378 -520.422 92.641 1047.51 -66107.1 -152.76 25047.7 80996.7 -12581.7 -34211.7 -282.303 -1596.11 -4723.67 686.002 1474.63 3325.91 5287.9 7391.12 40599.5 66750.6 91997.3 -5138.57 -4009.29 -367.178 18447.2 23186.4 78281.5 -9454.06
internal_weight=0 2.77265e+06 677347 300542 376805 106241 42 57474 189 76 113 81 270564 49858 21033 28825 6849 18451 14979 12297 340 176 132 3472 10374 6216 769 724 85 4158
internal_count=4073804 2772653 677347 300542 376805 106241 42 57474 189 76 113 81 270564 49858 21033 28825 6849 18451 14979 12297 340 176 132 3472 10374 6216 769 724 85 4158
is_linear=0
shrinkage=0.1


Tree=4225
num_leaves=31
num_cat=0
split_feature=4 0 0 3 6 6 1 4 1 4 7 1 1 1 1 6 6 6 4 1 4 4 6 6 1 6 6 3 1 6
split_gain=3.98835e+11 4.28709e+12 2.15551e+13 2.96743e+13 3.08936e+13 3.51211e+13 4.52902e+13 3.23042e+13 6.13815e+13 9.32614e+13 5.19537e+13 2.73815e+13 2.24618e+13 1.05133e+14 2.99628e+13 2.54646e+13 3.29797e+13 2.40325e+13 2.3576e+13 5.67485e+13 2.33853e+13 2.23986e+13 5.37471e+13 2.82915e+13 1.80126e+13 1.63996e+13 1.6051e+13 1.50008e+13 1.34785e+13 1.82434e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 15.500000000000002 38.605000000000011 106.49500000000002 39.018051150000005 16.500000000000004 38.989878900000008 13.500000000000002 6.0000000000000009 39.004719500000007 38.948208550000011 38.927872750000006 39.01296365000001 82.905000000000015 81.705000000000013 95.045000000000016 16.500000000000004 38.977585500000011 16.500000000000004 16.500000000000004 91.02500000000002 98.020000000000024 39.018051150000005 61.805000000000007 61.025000000000006 12.500000000000002 39.023883200000007 94.02500000000002
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 4 -3 12 7 8 -7 -10 -11 -9 13 17 15 16 -14 -6 -17 -20 -15 23 25 24 -16 26 -23 -21 29 -24
right_child=1 2 -4 -5 5 6 -8 11 9 10 -12 -13 14 20 21 18 -18 -19 19 27 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=24.212887231784279 503.65146739886154 3433.2838406605861 -44.309949252955292 6029.3630313276508 -4524.9554323570756 12748.510599495601 -106501.61873301631 43940.737353515629 -23357.841150841348 329992.48869047622 124912.551875 -74596.225380345408 4475.4864998594894 -58840.817452268551 -25152.090146794326 -34761.663243305251 103574.15273437501 -83343.10402343751 -28761.56012207031 101824.51803728071 -126251.91553697184 -2485.0779313673665 153551.16632893879 -100080.77236842107 -10116.035872771725 -15395.304625721745 64745.559665934241 11339.263252314815 -881.619838169643 53217.902723817562
leaf_weight=2547999 132266 3544 1373283 2902 1177 103 23 40 26 21 30 38 2734 187 1023 332 34 40 160 57 71 2616 24 38 3602 1269 36 27 28 74
leaf_count=2547999 132266 3544 1373283 2902 1177 103 23 40 26 21 30 38 2734 187 1023 332 34 40 160 57 71 2616 24 38 3602 1269 36 27 28 74
internal_value=0 -40.434 -92.0752 -3330.38 -4895.56 -7032.95 27958.9 39945.7 63239 130778 209357 -13808 -7759.74 -19407.9 -6334.39 1712 5692.74 -7115.53 -17417.6 6181.59 -77391.9 -9423.62 -3980.26 -14147.9 -13441.8 -6046.1 -1572.44 72740 60306.9 77789.3
internal_weight=0 1.5258e+06 1.39354e+06 20256 17354 13810 281 258 180 77 51 78 13529 1475 12054 3344 2768 1217 576 244 258 8710 4047 4663 4625 3921 2652 84 126 98
internal_count=4073804 1525805 1393539 20256 17354 13810 281 258 180 77 51 78 13529 1475 12054 3344 2768 1217 576 244 258 8710 4047 4663 4625 3921 2652 84 126 98
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=31
num_cat=0
split_feature=4 3 3 6 2 1 2 6 0 1 1 1 1 1 0 6 0 6 6 6 6 1 0 1 0 4 0 4 6 7
split_gain=3.69069e+11 4.1078e+12 1.69358e+13 1.33692e+13 2.66184e+13 1.44234e+13 1.25884e+13 2.65859e+13 2.582e+13 3.34109e+13 2.60453e+13 2.28919e+13 6.45469e+13 3.22433e+13 3.82411e+13 5.26587e+13 3.38413e+13 2.91523e+13 2.27898e+13 2.23687e+13 3.57996e+13 2.22125e+13 4.38924e+13 4.03129e+13 3.00075e+13 2.33394e+13 3.09985e+13 3.83051e+13 6.74663e+13 3.02226e+13
threshold=19.500000000000004 5.5000000000000009 6.5000000000000009 128.05000000000004 3191.5000000000005 39.01296365000001 75.000000000000014 86.920000000000016 55.876067900000002 37.586700500000006 37.374856000000008 37.401708450000008 37.331232350000008 37.425454150000007 55.633951400000008 75.605000000000004 55.710673100000008 84.00500000000001 87.015000000000015 67.445000000000007 57.715000000000011 37.702956500000006 55.82518790000001 37.71815560000001 55.753967500000009 25.500000000000004 55.834019500000004 32.500000000000007 57.410000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 11 10 -10 -9 12 -2 14 15 19 -16 -14 -12 20 -13 25 23 24 -23 -15 29 28 -28 -27
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 18 13 17 21 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=10.928094158011801 18683.168436722855 3092.3862950073835 -93.24830077771901 -41724.8447265625 24714.961249575412 -145732.23736328125 -131.27558334044534 -56650.536446220933 8289.770271676487 -58092.892571022727 111820.08677455358 17140.297585311026 -37514.961589410887 -9520.164799352453 -41221.142734888985 149343.99466796877 15696.425197797764 72258.237920166022 20154.047750716898 -53214.799306168097 104634.67229654948 14645.660098769875 -74466.246142578122 156.6880248677752 71317.575992721453 -38958.969233467906 9317.0230601114381 636.55860114327686 101477.76658305507 -1428.1243524175377
leaf_weight=3599339 333 19804 360224 40 46 20 77297 43 244 110 28 212 749 7616 152 40 334 25 865 31 60 285 72 2825 139 246 221 601 124 1679
leaf_count=3599339 333 19804 360224 40 46 20 77297 43 244 110 28 212 749 7616 152 40 334 25 865 31 60 285 72 2825 139 246 221 601 124 1679
internal_value=0 -82.9016 63.6738 2902.81 -32516.5 -76394 -673.57 -3134.4 10667.2 -12337.6 19367.8 -4265.25 -18130.8 -3216.59 15938.4 41504.2 -2104.95 -33969.3 23028.2 27267.9 36440.5 -4366.61 2760.68 4472.08 33224.4 -6623.67 1059.96 15882.5 42441.5 -6224.27
internal_weight=0 474465 380134 19910 106 60 94331 17034 1290 354 936 15744 1107 14637 829 343 486 774 893 303 272 13808 3321 3249 424 10487 2871 946 345 1925
internal_count=4073804 474465 380134 19910 106 60 94331 17034 1290 354 936 15744 1107 14637 829 343 486 774 893 303 272 13808 3321 3249 424 10487 2871 946 345 1925
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=31
num_cat=0
split_feature=2 6 0 6 0 6 1 1 7 4 1 6 5 4 4 1 0 0 4 1 0 1 0 1 5 7 3 1 1 1
split_gain=3.69969e+11 3.08424e+12 2.12878e+13 1.65978e+13 1.95997e+13 2.06016e+13 2.81247e+13 5.31399e+13 4.13481e+13 3.18127e+13 1.97695e+13 1.92912e+13 1.88437e+13 2.6181e+13 5.89002e+13 8.67001e+13 1.8667e+13 3.36951e+13 3.70858e+13 2.96846e+13 2.72946e+13 3.05704e+13 2.30842e+13 3.71269e+13 4.271e+13 5.47441e+13 4.32463e+13 3.33584e+13 3.31695e+13 2.22223e+13
threshold=915.50000000000011 45.305000000000007 54.431501800000014 49.485000000000007 55.539595350000006 62.625000000000007 37.804148700000006 37.600779750000008 6.0000000000000009 12.500000000000002 37.768783500000005 64.805000000000021 1.5000000000000002 15.500000000000002 14.500000000000002 37.543519500000009 55.633951400000008 55.702806750000008 24.500000000000004 37.957884500000006 55.696737300000009 37.475446350000006 55.676890650000011 37.649344350000007 1.5000000000000002 6.0000000000000009 12.500000000000002 37.563506350000004 37.488790500000007 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 12 9 -9 -11 -7 13 14 -5 -16 -3 18 19 22 21 -20 -18 24 25 28 -27 29 -24 -26
right_child=-2 3 -4 4 -6 11 -8 8 -10 10 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=16826.932372768344 -13.481494183220242 1106.6512061916028 263.912034858504 -21754.262639573953 399.40721570664732 7620.4843667377345 1352.9123643660341 5610.2144527832033 -29358.74199887368 -9597.1398021195146 -32664.275071705008 -858.21823899513129 -1974.9032084989078 10901.486224513199 -14619.462003226901 -299304.84968750004 -11942.211723159129 -2121.1991087828956 -2123.5359064592635 15380.0518116534 -31945.835503472226 47138.501222195686 -19923.742604391166 -10026.434549452091 -60455.74481697083 -129585.03490423388 26215.2802734375 -116876.48942187501 60286.793134765634 22454.424155405406
leaf_weight=778 3394471 12669 299390 295 294898 3144 7051 1000 1477 1191 540 18321 11423 165 23 20 1639 23177 280 263 126 229 145 529 256 62 25 100 80 37
leaf_count=778 3394471 12669 299390 295 294898 3144 7051 1000 1477 1191 540 18321 11423 165 23 20 1639 23177 280 263 126 229 145 529 256 62 25 100 80 37
internal_value=0 67.3639 306.841 -122.22 103.777 -1848.76 -3915.57 -6218.05 -15879.6 -8589.78 -16793.1 383.666 -2809.02 -21751.7 -37691.9 -147031 -2059.18 -3547.53 -12313.9 -16776.4 9724.33 20039.5 -19720 -30050.6 -45075.7 -17451.6 -84814.8 -67006.4 8595.56 -49985.9
internal_weight=0 679333 300168 379165 339548 44650 23185 16134 4208 2731 1731 21465 11926 503 338 43 39617 26948 3771 3136 635 509 2873 1234 705 312 87 393 225 293
internal_count=4073804 679333 300168 379165 339548 44650 23185 16134 4208 2731 1731 21465 11926 503 338 43 39617 26948 3771 3136 635 509 2873 1234 705 312 87 393 225 293
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=31
num_cat=0
split_feature=2 1 4 6 0 0 0 6 6 6 3 0 3 4 3 2 4 1 1 6 0 4 0 2 1 1 4 0 4 0
split_gain=3.44499e+11 2.59236e+12 6.02433e+12 6.79822e+12 2.94549e+12 5.78025e+12 5.8828e+12 2.76775e+12 2.37493e+12 2.1563e+13 1.67736e+13 1.9556e+13 1.78723e+13 2.72183e+13 2.15731e+13 5.21947e+13 1.49106e+14 2.09359e+13 1.95477e+13 1.27957e+13 1.25988e+13 1.79749e+13 2.59866e+13 1.23404e+13 1.90983e+13 1.14742e+13 1.30304e+13 1.07402e+13 1.63171e+13 1.47814e+13
threshold=3930.5000000000005 94.478249850000012 1.5000000000000002 39.505000000000003 63.565651350000003 58.08467765000001 57.205086850000008 28.980000000000004 93.050000000000011 92.02500000000002 5.5000000000000009 44.685196900000008 2.5000000000000004 9.5000000000000018 3.5000000000000004 7884.5000000000009 5.5000000000000009 33.882313700000005 61.438154000000004 98.020000000000024 56.83050475000001 16.500000000000004 55.043091000000011 5873.0000000000009 82.956351500000011 60.590708550000009 9.5000000000000018 56.83050475000001 7.5000000000000009 55.043091000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 9 -2 11 -11 25 14 15 18 -17 -16 -14 -10 21 23 -23 -15 -25 -13 -27 29 -29 -19
right_child=8 2 3 4 -6 -7 -8 -9 19 10 -12 12 13 20 17 16 -18 27 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-20.447699341057856 26.596158348429022 38784.999011230473 28437.878240824859 -11642.323535939524 17271.716808439556 -58566.304718750005 25843.219896351209 1953.0938345365585 3359.4254572122863 -36447.682984627922 -16622.586610686816 8697.0261589939601 36613.97259114583 -3862.0304357723312 -83840.336160714287 -4971.2592689732146 307800.01568287041 30765.502577039933 -74201.063032226564 -64.136027451701636 -27272.960126476755 -82908.724434308315 24987.42142857143 117184.21740056819 13818.954967948719 -46556.502123145241 -4125.6836658806196 87179.729122340432 -6283.1858650453632 -41331.285289228726
leaf_weight=2508550 1492001 32 43 863 38 25 44 479 13596 139 1380 163 78 49 21 35 27 72 20 55408 164 41 49 33 39 139 151 47 31 47
leaf_count=2508550 1492001 32 43 863 38 25 44 479 13596 139 1380 163 78 49 21 35 27 72 20 55408 164 41 49 33 39 139 151 47 31 47
internal_value=0 -22.9526 -4146.05 -5066.82 -10018.6 -11131.3 -9823.84 4134.79 36.8431 10.3641 -8877.04 -929.935 3163.74 12605.8 31542.4 59428 131236 11076 13998.7 610.415 -6482.29 9677.27 -24165.3 34849.4 61194.7 -12531.4 -24463.2 21194 50034.2 2290.3
internal_weight=0 2.51007e+06 1524 1492 970 932 907 522 1.56373e+06 1.49473e+06 2725 1345 1206 753 378 160 62 218 98 69004 375 211 90 121 72 453 290 197 78 119
internal_count=4073804 2510074 1524 1492 970 932 907 522 1563730 1494726 2725 1345 1206 753 378 160 62 218 98 69004 375 211 90 121 72 453 290 197 78 119
is_linear=0
shrinkage=0.1


Tree=4229
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 5 1 0 3 0 1 4 3 0 1 1 1 4 1 0 3 0 4 0 1 4 4 1 1 3
split_gain=3.28432e+11 3.13338e+12 1.47319e+13 1.89459e+13 1.5784e+13 1.21753e+13 1.15561e+13 2.63657e+13 3.10585e+13 1.26641e+13 3.39237e+13 1.84431e+13 1.54172e+13 1.41687e+13 2.45528e+13 3.18301e+13 3.48811e+13 3.21402e+13 1.59504e+13 1.36286e+13 1.25416e+13 1.18741e+13 1.14302e+13 3.06891e+13 2.96863e+13 2.53787e+13 3.54432e+13 8.54178e+13 6.03103e+13 4.35702e+13
threshold=451.00000000000006 58.755000000000003 59.025000000000013 59.245000000000012 37.957884500000006 2.5000000000000004 37.425454150000007 55.660117850000006 10.500000000000002 55.81943720000001 37.631035900000008 11.500000000000002 14.500000000000002 55.702806750000008 37.586700500000006 37.631035900000008 37.71815560000001 22.500000000000004 37.586700500000006 55.568628050000008 5.5000000000000009 55.759969450000007 16.500000000000004 56.342669500000007 37.517483500000004 7.5000000000000009 6.5000000000000009 37.649344350000007 37.401708450000008 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 7 8 -4 13 12 -12 -11 18 20 17 -17 -16 19 -8 -15 -18 25 -24 -25 26 -5 28 29 -28
right_child=-2 2 3 22 -6 -7 9 -9 -10 10 11 -13 -14 14 15 16 21 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-87.41928589443296 -12.679532001553657 5629.8189308851552 14608.483670774647 -513.95913274268685 22020.104266136572 8324.2016070939517 -2956.815388997396 -18080.434335992057 148317.6472826087 31083.051258175874 -109532.8836447011 -984.98733557876278 137356.23548828127 -25868.16290625 -222710.83575148811 70950.853906250006 -77229.017993683505 -45581.049111328124 -7921.3826776833375 -47134.595522903895 77656.404971590906 -12736.2082269436 -299.93103003262024 46931.185979626229 -33644.701353489116 1930.5211397462911 14928.095070832489 12355.278965834892 -46254.94518771868 -47296.997779395148
leaf_weight=453695 3396489 5201 71 27261 152 271 99 179 23 43 23 49 20 25 21 25 94 20 754 237 22 41 103311 51 442 83039 385 787 815 159
leaf_count=453695 3396489 5201 71 27261 152 271 99 179 23 43 23 49 20 25 21 25 94 20 754 237 22 41 103311 51 442 83039 385 787 815 159
internal_value=0 63.5832 369.947 244.699 -9054.82 -11396.6 -14457.5 4439.97 47324.6 -17959.9 11230.9 -35660 64820.6 -20905.2 -42478.8 -57694 -37549.6 -136306 -15996.6 -34117.9 22590.1 -57642.3 337.974 -418.709 -25309.3 1036.5 -1488.02 -13861.6 -29043.9 -3259.02
internal_weight=0 677315 223620 218419 2169 2017 1746 273 94 1473 135 72 63 1338 248 201 160 41 1090 336 47 135 216250 103804 493 112446 29407 2146 1359 544
internal_count=4073804 677315 223620 218419 2169 2017 1746 273 94 1473 135 72 63 1338 248 201 160 41 1090 336 47 135 216250 103804 493 112446 29407 2146 1359 544
is_linear=0
shrinkage=0.1


Tree=4230
num_leaves=31
num_cat=0
split_feature=2 6 6 3 3 6 6 2 1 1 3 1 2 7 2 4 1 0 1 1 5 4 1 5 1 1 0 1 4 4
split_gain=3.28058e+11 6.00603e+11 6.02485e+11 4.86259e+11 3.29096e+11 4.00575e+12 1.70502e+13 3.10887e+13 4.22047e+13 3.40134e+13 5.46976e+13 4.39662e+13 2.92133e+13 2.95893e+13 2.62582e+13 3.10147e+13 3.07297e+13 2.85359e+13 2.53022e+13 8.08341e+13 2.75015e+13 2.46566e+13 2.25985e+13 2.8645e+13 2.25113e+13 1.87219e+13 2.62532e+13 1.84662e+13 1.76338e+13 2.94625e+13
threshold=15792.500000000002 57.995000000000012 52.990000000000002 2.5000000000000004 4.5000000000000009 125.02000000000002 120.05000000000001 2865.5000000000005 44.628646350000004 43.997056950000008 2.5000000000000004 43.862029600000007 7884.5000000000009 6.0000000000000009 2599.0000000000005 4.5000000000000009 30.277905650000005 60.01610465000001 30.315889700000003 30.323041000000003 4.5000000000000009 4.5000000000000009 55.957851400000003 3.5000000000000004 20.507515800000004 33.882313700000005 54.724612400000005 47.256487700000001 7.5000000000000009 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=4 2 3 -2 5 6 -1 14 9 11 -11 12 13 28 15 -8 -16 18 20 -20 21 -18 -21 -24 -14 26 -26 -10 -9 -30
right_child=1 -3 -4 -5 -6 -7 7 8 27 10 -12 -13 24 -15 16 -17 17 -19 19 22 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=31.782998075682073 6497.7608568274463 7497.6339242788472 -24525.625313313805 -12443.411286695076 -26.697925513919213 -1432.9424028379933 83410.060615079361 44288.433227920534 -58008.954629794032 -16723.680439814816 158710.51964393031 -79929.94080357143 54536.366549295773 -44926.327308593754 26416.849990673283 5853.3472319267166 -76971.791964285716 -94038.507845052096 -174876.25828302559 -10110.696591108743 118134.67533052886 33407.297859589038 -161490.50587635871 -3665.5895805027176 -12229.908256392046 31743.580973307297 -140601.55714285714 7825.2911787908051 138603.58589221016 30735.352119140625
leaf_weight=1898363 23 26 21 33 2153385 18530 63 128 44 27 52 35 71 25 178 284 28 48 33 667 26 73 23 23 66 54 21 1345 69 40
leaf_count=1898363 23 26 21 33 2153385 18530 63 128 44 27 52 35 71 25 178 284 28 48 33 667 26 73 23 23 66 54 21 1345 69 40
internal_value=0 -5643.53 -10080.8 -4664 0.142692 30.241 44.4974 7095.81 15246.2 37702.6 98752 28227.3 36213.6 58545.1 -4047.57 19934.2 -11619.6 -18970.9 -14843.4 -21867.7 26417.5 2807.15 -14786 -82578 8615.23 -14508.2 -43216.2 5739.83 69459.8 99018.9
internal_weight=0 103 77 56 4.0737e+06 1.92032e+06 1.90179e+06 3423 1977 588 79 509 474 262 1446 347 1099 921 873 746 127 101 713 46 212 141 87 1389 237 109
internal_count=4073804 103 77 56 4073701 1920316 1901786 3423 1977 588 79 509 474 262 1446 347 1099 921 873 746 127 101 713 46 212 141 87 1389 237 109
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=31
num_cat=0
split_feature=6 0 0 0 0 3 0 4 0 5 5 5 4 0 1 3 3 5 0 4 1 4 3 7 1 5 1 0 1 0
split_gain=3.57251e+11 1.0182e+12 4.88701e+12 5.23107e+12 4.83453e+12 8.03854e+12 4.68356e+12 7.29789e+12 3.81199e+12 8.60902e+12 2.0884e+13 3.40884e+12 7.17664e+12 1.37993e+13 1.10327e+13 9.60667e+12 7.74266e+12 6.36331e+12 1.28103e+13 9.91977e+12 4.07519e+12 4.00453e+12 3.375e+12 3.31148e+12 4.63322e+12 3.28597e+12 3.22466e+12 3.09536e+12 2.93968e+12 5.39642e+12
threshold=247.90000000000001 56.020150250000007 55.910578700000009 55.858844800000007 55.768246800000007 4.5000000000000009 56.148747500000006 6.5000000000000009 55.702806750000008 3.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 56.888401950000009 60.66055595000001 2.5000000000000004 6.5000000000000009 2.5000000000000004 57.634352600000007 5.5000000000000009 43.932356550000009 7.5000000000000009 3.5000000000000004 6.0000000000000009 39.366401150000009 4.5000000000000009 39.843340650000009 55.660117850000006 30.425503950000003 57.892117950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 27 10 -10 17 14 -14 15 26 -15 23 19 -19 -17 -20 -4 28 -25 -24 -13 -2 -8 -30
right_child=1 6 22 -5 5 -7 11 -9 9 -11 -12 12 13 16 -16 20 -18 18 21 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.82938433450407134 800.41808228749392 73767.693750000006 -53519.248076923075 43114.746012931035 -54067.319023495635 8178.6393292682933 -23507.421861530172 1295.1274147727272 -19014.220368303573 -22954.6640625 100129.88719758065 -40434.290156250005 -98415.29545454547 -40191.714593010984 -56515.728273809531 88790.298515625007 24949.298773871531 25101.091348379632 16063.425242820947 115560.88737238104 29688.53699776786 -38610.388095238093 7269.3514494243427 58986.209126420465 -628.32576828002937 -42020.34925595238 16351.757216796876 -37781.932477678572 -9550.495561277934 18593.046319247162
leaf_weight=4070611 2118 24 26 29 42 41 58 33 28 29 31 20 22 37 21 20 36 27 37 22 28 21 38 22 32 21 20 21 179 110
leaf_count=4070611 2118 24 26 29 42 41 58 33 28 29 31 20 22 37 21 20 36 27 37 22 28 21 38 22 32 21 20 21 179 110
internal_value=0 1057.35 51.5429 907.496 377.621 -23319.3 4227.78 31809.9 1260.8 21658.4 43586.9 2019.67 -8899.27 -28990.1 8611.05 24152.7 -8067.38 6404.44 28071 65715.7 54314.3 -3732.27 -23502.3 623.083 23659.1 -10274.4 -12041.3 421.629 -2961.77 1161.58
internal_weight=0 3193 2424 2339 2310 83 769 57 2227 88 59 712 204 95 109 88 73 508 107 49 48 58 85 401 54 59 40 2139 347 289
internal_count=4073804 3193 2424 2339 2310 83 769 57 2227 88 59 712 204 95 109 88 73 508 107 49 48 58 85 401 54 59 40 2139 347 289
is_linear=0
shrinkage=0.1


Tree=4232
num_leaves=31
num_cat=0
split_feature=6 3 0 1 1 4 4 1 3 5 0 1 7 4 1 4 0 1 4 4 3 3 3 4 0 0 5 5 1 5
split_gain=3.19259e+11 2.54522e+12 2.53109e+12 4.85043e+12 5.02275e+12 9.90044e+12 1.0231e+13 8.59615e+12 7.75888e+12 4.5865e+12 3.4337e+12 1.29151e+13 1.11249e+13 1.35383e+13 1.10727e+13 7.08092e+12 4.61419e+12 1.46338e+13 5.56056e+12 3.62157e+12 3.57247e+12 3.2142e+12 2.64824e+12 3.7219e+12 2.17711e+12 1.43907e+13 9.42818e+12 4.16735e+12 1.81142e+13 3.28976e+12
threshold=21.020000000000003 18.500000000000004 43.550475500000012 39.873894000000007 39.908802000000009 6.5000000000000009 3.5000000000000004 43.56803845000001 4.5000000000000009 1.5000000000000002 43.6005307 39.735861600000007 6.0000000000000009 9.5000000000000018 39.723160900000003 5.5000000000000009 43.687280500000007 40.024897700000004 10.500000000000002 8.5000000000000018 1.5000000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 57.174562350000009 57.14107305000001 4.5000000000000009 4.5000000000000009 47.800771000000005 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 -5 8 22 -9 11 12 13 14 21 -13 17 18 19 20 -12 -4 23 -6 25 27 -26 29 -29 -18
right_child=-2 -3 10 4 7 -7 -8 9 -10 -11 16 15 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-52084.121989640989 2.5379917237563547 -5313.5056864492799 16050.435696022729 55105.289687500001 -85353.440685453883 78804.40773437501 -33256.939514802631 19557.152061949386 23400.530921875001 -8840.6086985270194 9103.8030687866212 -22440.421633911134 80595.472845643948 -56020.05894886364 61080.849973516946 19193.101399739586 60.804117155750333 71825.638281250009 -60626.932922363281 28664.388710937499 -20187.250013493918 -29938.347953869048 -21025.740087033992 -35865.632897727271 1998.0328859707586 -13053.890952671394 69222.704910714281 44412.692683293273 -58494.124900390627 12451.913682768081
leaf_weight=23 4040593 986 55 20 21 20 38 94 25 144 50 128 33 22 59 60 26622 20 26 20 249 21 57 55 3191 859 21 26 50 216
leaf_count=23 4040593 986 55 20 21 20 38 94 25 144 50 128 33 22 59 60 26622 20 26 20 249 21 57 55 3191 859 21 26 50 216
internal_value=0 -308.783 -155.651 -7236.75 -5060.61 18133.7 -2787.21 -9629.2 -27711.9 2375.31 -44.7303 9429.26 27816 16722.3 28576.6 -9153.13 -158.962 -11336.8 -16157.8 -12533.4 -15289.1 3343.01 -37319.5 -49539.9 -27.2883 -312.351 2437.55 94.3139 -23289.2 160.531
internal_weight=0 33211 32225 497 474 78 58 396 158 238 31728 378 190 157 135 188 31350 365 345 319 299 76 133 76 30985 27773 3212 26914 76 26838
internal_count=4073804 33211 32225 497 474 78 58 396 158 238 31728 378 190 157 135 188 31350 365 345 319 299 76 133 76 30985 27773 3212 26914 76 26838
is_linear=0
shrinkage=0.1


Tree=4233
num_leaves=31
num_cat=0
split_feature=3 6 6 6 1 2 0 1 1 4 0 3 1 1 6 1 1 5 0 0 0 0 6 0 0 7 6 4 6 4
split_gain=3.27148e+11 2.55727e+12 6.26241e+12 8.64154e+12 7.84999e+12 1.58437e+13 2.28968e+13 2.07181e+13 1.21209e+13 6.54072e+12 5.79918e+12 5.75922e+12 8.33727e+12 5.88064e+12 5.01291e+12 4.9053e+12 1.04422e+13 3.34421e+13 2.6737e+13 1.3975e+14 4.26921e+13 5.09949e+13 3.72558e+13 3.174e+13 1.99185e+13 2.50806e+13 1.26481e+13 1.20215e+13 1.17898e+13 1.41482e+13
threshold=14.500000000000002 35.995000000000012 43.205000000000005 43.605000000000011 37.631035900000008 75.000000000000014 55.568628050000008 37.488790500000007 37.702956500000006 15.500000000000002 55.685785750000008 15.500000000000002 30.277905650000005 30.345769800000003 43.405000000000008 37.586700500000006 37.563506350000004 1.5000000000000002 55.806294650000005 55.82518790000001 55.749683450000006 55.685785750000008 80.720000000000013 55.667390500000003 55.858844800000007 6.0000000000000009 72.020000000000024 24.500000000000004 53.705000000000005 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 5 6 -4 -8 -6 -3 -7 -12 -13 -14 -9 16 -5 -18 20 -20 21 23 24 28 25 -21 27 -26 29 -19
right_child=1 2 3 15 8 10 7 14 -10 -11 11 12 13 -15 -16 -17 17 18 19 22 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-8.2137723734620405 -685.81762718255641 10467.301296619335 -37760.088122260866 -613.61784142239719 -41370.698271153342 -45202.677343750001 109083.73546799881 38942.583789062504 -7883.7618933593949 860.06553470775873 -29741.500870535718 -19160.083254616478 46701.108005689544 4881.8226941406247 -8792.0322276722309 292.1361137477553 23310.962078778837 61013.384470274395 -287444.94984019891 -147736.75753676469 79560.261274509816 -168864.86543898811 43372.449652599898 104901.8897927989 56908.094140625006 -39215.925592790569 -75072.539538043478 -32614.676459960938 -20959.404309028843 -29357.091028645835
leaf_weight=3758080 36795 715 41 57702 118 38 39 66 1287 79723 70 110 46 125 33 137701 233 41 22 34 51 21 61 23 30 57 23 30 459 30
leaf_count=3758080 36795 715 41 57702 118 38 39 66 1287 79723 70 110 46 125 33 137701 233 41 22 34 51 21 61 23 30 57 23 30 459 30
internal_value=0 97.7689 201.136 -100.501 -6685.61 3234.93 27855.7 47350.3 -10696.2 945.463 -8094.44 -4077.02 2316.26 16131.5 23031 -34.3875 -798.837 -10384 -19285.3 -46436.9 -8120.6 -15911.1 -23874.5 -10102.7 -47449.6 -79762.2 -12022.5 12146.7 -15093.5 22828.7
internal_weight=0 315724 278929 198491 1973 568 179 138 1405 80438 389 351 281 171 99 196518 58817 1115 882 257 625 574 235 553 174 91 83 60 530 71
internal_count=4073804 315724 278929 198491 1973 568 179 138 1405 80438 389 351 281 171 99 196518 58817 1115 882 257 625 574 235 553 174 91 83 60 530 71
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=31
num_cat=0
split_feature=6 7 0 0 0 0 2 2 0 5 6 1 3 1 1 1 6 4 5 4 2 6 0 4 0 0 1 1 1 0
split_gain=3.2175e+11 1.92468e+12 4.7731e+12 5.80802e+12 5.6639e+12 4.65386e+12 6.2741e+12 5.28565e+12 7.26098e+12 4.98827e+12 5.79846e+12 8.75685e+12 6.35513e+12 3.03722e+13 1.39206e+13 8.38106e+12 1.96346e+13 4.69717e+12 4.53235e+12 8.23885e+12 6.16994e+12 5.3603e+12 5.39547e+12 4.8239e+12 6.37911e+12 6.73732e+12 8.50564e+12 6.56473e+12 5.32757e+12 5.68167e+12
threshold=27.215000000000003 6.0000000000000009 57.719618750000002 56.888401950000009 57.125462300000009 47.207933300000008 2892.5000000000005 3191.5000000000005 45.07004340000001 1.5000000000000002 25.305000000000003 39.689978950000004 2.5000000000000004 39.873894000000007 39.735861600000007 39.689978950000004 24.030000000000005 10.500000000000002 1.5000000000000002 9.5000000000000018 915.50000000000011 15.450000000000001 55.743464250000009 5.5000000000000009 55.753967500000009 55.791814000000009 37.858952300000006 82.973036600000015 37.858952300000006 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 10 12 -12 -3 14 15 -14 -17 -13 21 -20 -21 22 -7 -23 27 26 -26 28 29 -25
right_child=-2 2 -4 4 -6 18 7 -9 -10 -11 11 17 13 -15 -16 16 -18 -19 19 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-74.55377463943573 -4.1079342612691816 -2926.2963348276062 -3700.3236669676148 17994.699176580256 3856.1075897700302 8312.7553460089712 93777.939862351195 13655.876935700448 12448.015675951086 -20878.203356933594 3677.022198282878 -18683.997225181502 9378.059484689722 108791.97273910984 -43940.812881747166 8205.9722219913565 117893.750203125 -71816.338437500002 23477.107053571428 -70801.360136718751 -16106.865323893229 -5737.7968397723043 47334.500381747166 2224.9264798989716 7775.7323167463728 2747.7562145349702 38133.709002585492 8380.2976455668886 -3510.0491262371465 -13071.158199150617
leaf_weight=64796 3988583 271 1925 385 1073 182 21 248 23 81 360 99 422 33 44 47 25 20 35 30 66 1182 44 4132 379 3404 122 779 4735 258
leaf_count=64796 3988583 271 1925 385 1073 182 21 248 23 81 360 99 422 33 44 47 25 20 35 30 66 1182 44 4132 379 3404 122 779 4735 258
internal_value=0 192.263 1038.71 1531.82 7589.55 1013.57 5987.68 19322.9 51264.6 3210.29 4687.33 -4096.69 9684.42 15669.5 9957.56 14758.2 46292 -27613.8 464.559 -18056.5 -33198.9 624.003 15909.9 393.557 918.378 4341.27 15168.3 -431.219 -1183.46 1325.98
internal_weight=0 85221 20425 18500 1458 17042 1694 292 44 1402 1321 479 842 571 538 494 72 119 15348 131 96 15217 226 14991 13809 3905 501 9904 9125 4390
internal_count=4073804 85221 20425 18500 1458 17042 1694 292 44 1402 1321 479 842 571 538 494 72 119 15348 131 96 15217 226 14991 13809 3905 501 9904 9125 4390
is_linear=0
shrinkage=0.1


Tree=4235
num_leaves=31
num_cat=0
split_feature=1 6 6 3 4 5 5 0 3 3 6 0 0 0 4 0 0 4 1 4 6 4 0 0 1 6 6 1 6 6
split_gain=3.22859e+11 3.51164e+12 6.21935e+12 1.06825e+13 7.58614e+12 6.64408e+12 9.10551e+12 1.71085e+13 1.33449e+13 1.23467e+13 1.03246e+13 9.01932e+12 2.29432e+13 9.47214e+12 1.28892e+13 1.69945e+13 8.96748e+12 8.40928e+12 1.597e+13 1.72326e+13 1.16189e+13 1.05529e+13 7.69802e+12 2.39009e+13 7.41721e+12 7.30882e+12 7.25651e+12 8.87106e+12 2.99949e+13 3.57225e+13
threshold=83.000013850000016 59.010000000000012 54.410000000000004 1.5000000000000002 25.500000000000004 2.5000000000000004 1.5000000000000002 52.02416370000001 5.5000000000000009 2.5000000000000004 58.005000000000003 55.018166200000003 55.029726000000004 55.017684700000011 5.5000000000000009 54.916864950000011 55.018166200000003 10.500000000000002 83.007653300000015 17.500000000000004 56.010000000000012 14.500000000000002 54.980317700000008 54.810424650000009 113.48479755000001 55.015000000000008 54.990000000000002 83.086354900000018 58.005000000000003 58.045000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 16 13 -13 14 15 -7 -10 26 19 -19 25 -20 23 -11 -16 -21 -8 28 -28 -30
right_child=1 -3 3 4 -6 11 17 8 10 22 -12 12 -14 -15 24 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=10.19989143011135 -60.822416529823926 -478.04664158326682 -2018.4404848053343 -54149.091302083332 37268.466582351437 -1534.0897965040899 20423.238509169201 -12459.864393060278 -2059.2622999734863 6528.085661153591 -7314.6405564957959 48744.329867256638 2729.0469668166952 -13123.841301124294 7531.1458619550431 -20760.272706345779 18733.393134360889 4013.5526026785719 -7752.3432421985599 -38880.813486168037 -62052.73194940477 4657.2858089870879 10487.076994677251 137049.15384765627 -27404.994614955358 12693.695265625 15165.009015189833 1097.2419004165981 -15690.559806143683 5639.1235633795986
leaf_weight=3601077 281431 149710 8064 60 61 3968 298 239 593 47 2360 113 2636 706 1717 520 319 175 883 61 105 3060 1010 20 63 50 2779 4714 902 6063
leaf_count=3601077 281431 149710 8064 60 61 3968 298 239 593 47 2360 113 2636 706 1717 520 319 175 883 61 105 3060 1010 20 63 50 2779 4714 902 6063
internal_value=0 -77.6993 107.851 1249.34 2035.43 1971.2 2873.04 -1096.14 -402.332 8101.7 -3822.66 -230.557 4620.54 -2142.76 -905.895 -3761.72 5213.61 3839.44 -33.2798 -19310 -38206.4 1878.26 12664.6 45489.6 6294.64 -15649.1 4976.9 4658.53 6381.43 2876.83
internal_weight=0 472727 323017 41586 33522 33461 23738 4648 4588 1316 3272 9723 2749 6974 6268 4488 912 19090 4334 391 216 3943 1077 67 1780 111 14756 14458 9744 6965
internal_count=4073804 472727 323017 41586 33522 33461 23738 4648 4588 1316 3272 9723 2749 6974 6268 4488 912 19090 4334 391 216 3943 1077 67 1780 111 14756 14458 9744 6965
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=31
num_cat=0
split_feature=2 7 0 0 0 4 1 3 2 6 2 1 1 4 6 6 4 6 4 6 4 6 6 6 4 6 4 4 5 6
split_gain=3.18056e+11 2.15863e+12 6.34852e+12 4.4405e+13 1.42229e+13 3.9589e+13 5.19185e+13 6.2538e+13 4.50095e+13 3.87822e+13 2.84055e+13 3.9982e+13 6.33127e+13 9.39152e+13 5.9438e+13 2.6547e+13 2.17423e+13 3.07878e+13 2.16001e+13 1.60205e+13 1.43872e+13 2.32354e+13 2.16811e+13 1.78098e+13 1.49541e+13 1.72639e+13 1.60746e+13 1.39692e+13 2.20305e+13 1.38123e+13
threshold=3338.0000000000005 6.0000000000000009 54.707511300000007 54.724612400000005 53.379556850000007 8.5000000000000018 20.507515800000004 5.5000000000000009 9651.0000000000018 66.990000000000023 5209.5000000000009 20.507515800000004 30.624707450000006 9.5000000000000018 68.00500000000001 101.02000000000002 5.5000000000000009 110.01500000000001 6.5000000000000009 106.49500000000002 15.500000000000002 58.755000000000003 72.50500000000001 78.605000000000004 9.5000000000000018 69.605000000000004 10.500000000000002 9.5000000000000018 2.5000000000000004 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 4 -4 -3 6 9 16 10 -6 -7 15 13 14 -13 20 -8 18 -18 -9 21 -12 24 27 25 -23 -26 -24 -29 -28
right_child=1 2 3 -5 5 8 7 19 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 26 -27 29 28 -30 -31
leaf_value=-23.260174743655664 -43.656374745953407 315.01867679038634 -9287.3786495895311 190.83816714267391 11845.07971280874 13078.07339935756 7383.9360832367129 85925.687787344563 71297.676258680556 -25103.374148455299 -682.36484908007969 -44989.223226841517 219.8475431145832 -14905.568387683234 -146530.74135841837 65710.066818738342 82199.538632484255 -5180.8495153356489 32443.196742551845 26690.105104166665 -4204.3972604911432 42622.107261976307 -45416.183966121498 17858.812557809011 4624.7135509057143 134571.11312839674 23830.176333942822 62251.742192508013 -49700.85107421875 88882.828640624997
leaf_weight=2406287 1141628 35692 4995 473539 805 1431 849 191 90 439 1540 140 1570 768 98 67 119 162 327 60 1945 182 107 280 255 23 94 39 32 50
leaf_count=2406287 1141628 35692 4995 473539 805 1431 849 191 90 439 1540 140 1570 768 98 67 119 162 327 60 1945 182 107 280 255 23 94 39 32 50
internal_value=0 33.5653 201.202 91.9033 1305.69 4337.43 14345.7 25663.7 945.82 -1193.8 211.373 -2349.44 -12329.5 -31914.5 -86800.4 3222.44 17721.6 32156.9 45719 71765.8 2301.69 7165 18544.4 2136.08 30986.5 52938.3 19708 -22596.3 11794.2 46417.9
internal_weight=0 1.66752e+06 525889 478534 47355 11663 2952 1708 8711 1244 8621 7190 2576 1006 238 4614 1457 608 446 251 4547 2602 1062 458 604 205 399 178 71 144
internal_count=4073804 1667517 525889 478534 47355 11663 2952 1708 8711 1244 8621 7190 2576 1006 238 4614 1457 608 446 251 4547 2602 1062 458 604 205 399 178 71 144
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=31
num_cat=0
split_feature=1 5 5 6 4 6 6 6 3 4 7 4 6 6 6 1 6 6 4 0 1 3 3 1 3 4 0 0 0 4
split_gain=4.36616e+11 4.67155e+12 4.15193e+12 1.52847e+13 2.23134e+13 3.27784e+13 3.55668e+13 4.04071e+13 4.01235e+13 2.63559e+13 2.11316e+13 4.73037e+13 2.27721e+13 3.34787e+13 2.36053e+13 2.31343e+13 2.21235e+13 5.01989e+13 3.37272e+13 4.52751e+13 2.41514e+13 2.16405e+13 2.80584e+13 3.92715e+13 2.4291e+13 2.00147e+13 1.91854e+13 6.80825e+13 4.97254e+13 3.18559e+13
threshold=30.260128500000004 5.5000000000000009 2.5000000000000004 64.015000000000015 17.500000000000004 65.805000000000021 66.50500000000001 69.605000000000004 3.5000000000000004 21.500000000000004 6.0000000000000009 19.500000000000004 88.00500000000001 130.05000000000004 81.705000000000013 30.242318500000007 76.605000000000004 73.995000000000019 23.500000000000004 59.939085000000013 30.226173900000003 13.500000000000002 7.5000000000000009 30.226173900000003 16.500000000000004 6.5000000000000009 59.950512650000007 59.91832440000001 59.856552950000008 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 -1 25 26 -6 -7 8 -8 -10 11 12 14 21 -9 -16 17 -12 19 -19 -20 22 23 -14 -23 -4 27 28 -5 -30
right_child=-2 -3 3 4 5 6 7 10 9 -11 16 -13 13 -15 15 -17 -18 18 20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-129.00880585442226 -6.0327620964142197 35234.857254831419 -113.68210649817581 632.63242936479207 99797.405563766893 -98145.652568655307 -36797.526264880951 40987.203359430488 36925.358671875001 183261.16527709962 -22745.434009267774 4112.5697315461975 103635.38842033618 -57345.576846590906 11630.886279965755 -91479.573160282263 -6277.741639345586 27448.653208901851 17315.128726932922 -129866.2549107143 96014.287102809874 -44794.089601293104 145763.57006510417 -29971.12082149621 78184.307009548618 11731.906061887594 -6487.6894258855546 24850.318714493864 -14464.584496577749 -63778.505935586465
leaf_weight=104202 3940012 38 2827 11034 37 33 21 176 20 32 204 1815 66 22 73 31 1996 142 58 21 119 29 60 33 36 2879 5438 1062 1140 148
leaf_count=104202 3940012 38 2827 11034 37 33 21 176 20 32 204 1815 66 22 73 31 1996 142 58 21 119 29 60 33 36 2879 5438 1062 1140 148
internal_value=0 177.658 167.698 1213.9 101.419 6022.26 5326.51 6015.77 79864.6 126978 4911.29 11765 38170.4 60368.7 18667.6 -19104 -1405.49 16471.4 40001.5 7181.09 70225.9 71930 91803.2 59099.9 23317 5863.09 -1478.98 556.086 -1537.77 -20131.1
internal_weight=0 133792 133754 29552 23846 5024 4987 4954 73 52 4881 2341 526 246 280 104 2540 544 340 163 177 224 159 99 65 5706 18822 13384 12322 1288
internal_count=4073804 133792 133754 29552 23846 5024 4987 4954 73 52 4881 2341 526 246 280 104 2540 544 340 163 177 224 159 99 65 5706 18822 13384 12322 1288
is_linear=0
shrinkage=0.1


Tree=4238
num_leaves=31
num_cat=0
split_feature=1 0 2 6 6 0 1 6 7 6 4 3 6 0 7 6 1 4 5 0 5 4 4 4 3 4 6 0 6 6
split_gain=4.18165e+11 5.99527e+12 4.17781e+13 2.04609e+13 1.47598e+13 1.41678e+13 1.59534e+13 1.34195e+13 1.4436e+13 2.69219e+13 3.11191e+13 3.74116e+13 1.25227e+13 1.19927e+13 1.92567e+13 1.04129e+13 1.01375e+13 1.00874e+13 9.7772e+12 1.1289e+13 9.19513e+12 8.66176e+12 1.86672e+13 1.20258e+13 7.99518e+12 2.62147e+13 2.46867e+13 5.41306e+13 3.09948e+13 2.3821e+13
threshold=30.157841000000001 59.825842200000004 3338.0000000000005 99.050000000000011 55.805000000000007 59.764576050000009 30.084656550000002 38.805000000000007 6.0000000000000009 61.025000000000006 13.500000000000002 4.5000000000000009 58.005000000000003 59.848366150000011 6.0000000000000009 57.995000000000012 30.084656550000002 15.500000000000002 4.5000000000000009 59.990753350000013 2.5000000000000004 3.5000000000000004 8.5000000000000018 9.5000000000000018 2.5000000000000004 12.500000000000002 83.010000000000005 59.856552950000008 77.565000000000012 168.45000000000002
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 7 -3 -4 21 16 17 -10 11 -11 13 14 20 -16 -1 -9 24 -20 -6 -7 -23 -24 25 -14 28 -28 -27 -26
right_child=-2 4 5 -5 12 6 -8 8 9 10 -12 -13 18 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 29 26 27 -29 -30 -31
leaf_value=14692.501310074251 -4.1941359409043706 -472.65318850773548 90.646356355432175 -70962.691931573281 -8963.9115121694722 41178.855300233423 78604.735948350703 -24175.434014205548 -14294.00312679186 -5936.0174715909088 -4338.636071428572 161421.97784926472 -6364.3149054260412 7667.6552149030904 42223.271233799664 105172.67296401516 -9595.3696327676571 -6619.0500772121732 75555.884746093754 -54.179487179487182 39455.155453439489 -22729.611558148907 30160.712854157042 -473.3616020363595 5136.6189921965724 29677.56651841518 -87758.275140035374 44636.11877375422 141297.49299568965 -92671.36545703125
leaf_weight=306 4005167 15261 39881 58 117 82 36 1186 327 22 70 34 2019 792 129 33 392 452 40 39 59 163 279 237 6267 175 53 74 29 25
leaf_count=306 4005167 15261 39881 58 117 82 36 1186 327 22 70 34 2019 792 129 33 392 452 40 39 59 163 279 237 6267 175 53 74 29 25
internal_value=0 244.74 -465.159 -12176.1 1475.16 354.472 13556 -10953.5 -14961.2 838.656 40111.5 95674.2 4492.68 14397.7 30167.4 55046.3 1052.32 -19330.8 3209.27 38229.4 7267.48 10478.8 6771.32 16090.4 2889.14 -2087.86 23997.2 -10615.1 45545.1 4748
internal_weight=0 68637 43525 2847 25112 40678 797 2789 2091 453 126 56 9851 1130 338 162 698 1638 8721 79 176 761 679 516 8642 2350 331 127 204 6292
internal_count=4073804 68637 43525 2847 25112 40678 797 2789 2091 453 126 56 9851 1130 338 162 698 1638 8721 79 176 761 679 516 8642 2350 331 127 204 6292
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=31
num_cat=0
split_feature=4 0 6 5 1 6 6 1 1 0 0 1 1 6 1 1 2 0 1 4 0 1 4 6 1 4 1 1 6 0
split_gain=3.88138e+11 2.72602e+12 5.52807e+12 1.51384e+13 1.29476e+13 2.34227e+13 3.84436e+13 3.1291e+13 3.27692e+13 2.5149e+13 3.5989e+13 5.97017e+13 3.80991e+13 3.17258e+13 6.3543e+13 3.03908e+13 2.22574e+13 2.19709e+13 1.98966e+13 1.91837e+13 1.78703e+13 2.37406e+13 4.68635e+13 1.64648e+13 1.60806e+13 1.5016e+13 1.48471e+13 2.60863e+13 1.4711e+13 2.14506e+13
threshold=5.5000000000000009 55.080855950000007 33.005000000000003 1.5000000000000002 49.300375350000003 39.995000000000012 50.995000000000012 49.111590500000005 49.147669400000005 55.81943720000001 55.753967500000009 37.682335600000009 37.924401400000008 42.875000000000007 37.563506350000004 37.618684050000006 75.000000000000014 59.838047850000002 37.978059650000013 4.5000000000000009 55.866549750000011 48.411058050000008 4.5000000000000009 48.410000000000004 30.277905650000005 4.5000000000000009 49.095306150000006 48.411058050000008 114.05000000000001 59.939085000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 25 10 16 13 -13 14 -12 -16 -7 18 -4 -15 21 22 -11 26 -22 -9 27 -14 -8 -30
right_child=-2 2 3 -5 -6 6 7 8 -10 20 11 12 23 19 15 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-110.69155760411664 -19.30086868419167 -385.86832151127828 -3956.3203603353149 126.86530672825501 -173.42944048808531 -14419.308621735074 -8428.9179594837533 26493.615802556818 -9709.1296226764553 4612.9568941299231 35568.382907652245 -22511.191858221166 12784.27938211732 86125.220292968748 290374.17826086958 129513.23092447918 13573.794951095337 8094.1822322837415 2075.3235856252795 -17753.676635742188 -4884.2561861543318 10324.323563288202 -65133.075937812275 93440.797095017217 8511.0409842038989 128068.77673055961 12536.209745529672 78468.64398941533 8222.0563375252441 114096.92057883524
leaf_weight=551561 2928705 127329 8563 400543 22600 335 2640 22 58 219 39 157 118 40 23 24 1867 3792 15136 32 1012 331 172 42 7831 43 277 124 147 22
leaf_count=551561 2928705 127329 8563 400543 22600 335 2640 22 58 219 39 157 118 40 23 24 1867 3792 15136 32 1012 331 172 42 7831 43 277 124 147 22
internal_value=0 49.3639 198.1 357.591 1764.95 2782.16 5880.52 -4436.18 44932.4 8273.04 16135.2 33279 21032.7 88930.3 129931 208232 9315.08 1026.78 -104.05 39956.8 5743 -9384.07 -26068.2 33218.7 6978.07 93689.5 28345.3 46440.7 -6597.92 22004.6
internal_weight=0 1.1451e+06 593538 466209 65666 43066 15575 2932 123 12643 3078 876 718 158 86 47 2202 27491 23699 72 9565 722 391 561 8843 65 519 242 2809 169
internal_count=4073804 1145099 593538 466209 65666 43066 15575 2932 123 12643 3078 876 718 158 86 47 2202 27491 23699 72 9565 722 391 561 8843 65 519 242 2809 169
is_linear=0
shrinkage=0.1


Tree=4240
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 6 2 0 6 1 0 1 6 0 0 6 4 4 6 0 1 4 0 1 7 0 0 0 6 1
split_gain=3.93207e+11 2.43765e+12 7.5563e+12 1.54084e+13 1.39924e+13 2.28921e+13 8.11749e+12 8.31913e+12 1.23897e+13 8.58282e+12 7.79292e+12 1.33391e+13 1.03262e+13 9.45256e+12 9.69321e+12 7.78318e+12 1.01372e+13 9.80626e+12 8.42561e+12 1.01041e+13 9.18249e+12 1.35716e+13 8.31699e+12 1.0102e+13 6.97439e+12 9.9246e+12 6.76743e+12 9.64456e+12 6.50059e+12 6.44134e+12
threshold=34.310000000000009 55.462387050000011 55.676890650000011 55.660117850000006 37.563506350000004 33.585000000000008 2632.5000000000005 55.883833400000007 33.005000000000003 49.147669400000005 55.834019500000004 49.195555600000006 25.305000000000003 55.79439725000001 55.753967500000009 33.585000000000008 23.500000000000004 16.500000000000004 34.010000000000012 55.622114900000007 37.46219940000001 8.5000000000000018 55.579943700000008 37.488790500000007 6.0000000000000009 55.801384500000005 55.554045200000012 55.539595350000006 28.980000000000004 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 8 10 -10 11 12 -8 14 -13 29 17 18 19 -17 21 -20 -22 -24 -15 -26 27 -19 -4 -3
right_child=-2 2 6 4 -6 -7 7 -9 9 -11 -12 13 -14 24 -16 16 -18 26 20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-117.82854074705932 -12.424764054144902 -2984.7940700481554 1291.9806593091325 15307.549430013541 4999.0337254446913 77657.7524579327 -10488.756895386918 219.68989141221837 1966.1494206086916 11630.910656157537 4439.9744672572961 2503.6530979036506 -997.77551549937709 3396.5283583388373 11704.964453487552 -12732.594353772662 -15356.863992113018 3748.5828868114168 -40259.501001953126 8216.7244686784416 11978.094480556912 40243.387866400197 -80439.314023437502 -8027.9313400995161 -23580.808993547107 -1577.4009947551046 1842.2599871651601 42407.613987256664 -1201.0032130098159 2715.6377210026803
leaf_weight=298653 3512084 2314 12725 626 2368 65 1351 143932 1608 2144 5685 3370 7568 936 1734 1117 590 137 25 290 144 129 25 84 306 621 472 122 58752 13827
leaf_count=298653 3512084 2314 12725 626 2368 65 1351 143932 1608 2144 5685 3370 7568 936 1734 1117 590 137 25 290 144 129 25 84 306 621 472 122 58752 13827
internal_value=0 77.6843 299.645 2059.17 8652.5 21172.6 136.397 513.757 2185.19 7488.87 1262.68 125.652 -2435.42 3404.27 5629.65 1012.84 -3546.65 -808.723 -4749.19 -8414.68 7922.42 27174.7 -3796.38 -24636 -2692.51 -8840.66 8969.67 21958.6 -757.179 1898.41
internal_weight=0 561720 263067 22335 3059 691 240732 169255 25323 3752 21571 15886 8919 6967 5104 19276 3135 2545 1814 1407 407 154 253 109 1863 927 731 259 71477 16141
internal_count=4073804 561720 263067 22335 3059 691 240732 169255 25323 3752 21571 15886 8919 6967 5104 19276 3135 2545 1814 1407 407 154 253 109 1863 927 731 259 71477 16141
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 4 6 1 1 1 6 1 1 6 2 4 1 1 4 1 4 4 0 6 6 6 5 4 6 1
split_gain=4.53621e+11 6.58712e+12 6.2356e+12 9.69022e+12 2.26025e+13 1.42703e+13 1.74618e+13 1.05239e+13 9.65462e+12 9.11311e+12 1.83158e+13 1.44656e+13 8.25695e+12 7.98676e+12 7.24223e+12 1.12645e+13 9.50886e+12 6.7311e+12 6.50414e+12 1.29191e+13 1.42465e+13 8.5633e+12 6.03088e+12 1.21244e+13 1.51469e+13 2.40189e+13 2.29469e+13 2.12567e+13 3.09936e+13 2.0829e+13
threshold=55.214863500000007 36.000000000000007 55.303261650000003 37.804148700000006 37.924401400000008 12.500000000000002 83.820000000000007 38.657016300000002 37.600779750000008 61.273924650000005 49.010000000000012 54.62357655000001 39.366401150000009 87.395000000000024 5611.5000000000009 4.5000000000000009 82.911604200000014 61.511492200000006 3.5000000000000004 37.897576350000001 16.500000000000004 24.500000000000004 55.123213100000008 37.505000000000003 59.245000000000012 52.015000000000008 2.5000000000000004 12.500000000000002 62.010000000000012 37.46219940000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 9 7 -7 -2 10 11 -6 -9 -12 17 -16 -17 -11 -5 -20 -21 -22 -3 -24 25 -25 27 -26 29 -29
right_child=2 22 -4 4 5 6 -8 12 -10 14 13 -13 -14 -15 15 16 -18 -19 19 20 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=33166.158572590946 -8663.1075036799957 -5.3995968493101367 -18.035848965695731 33793.789462280278 3696.424628094413 56603.10755208334 -75883.436848958343 -33685.097837949812 -42042.235563467082 -231.67354944003446 -14674.814225696638 -16163.749596532996 -5716.7506098099539 -59598.892092225607 -233.08080095563616 -60685.579140624999 -15566.5668409968 11311.521542197781 -3887.9159637854486 6329.4612533569343 109291.96828125001 33734.932594401042 -1302.0073542450223 1257.4036506677051 -7672.7605647014852 6692.672512012904 1582.3414255560472 -49940.053632309864 8466.0357524129759 -7111.390067814672
leaf_weight=60 546 1980158 1983143 184 1657 21 48 165 103 10015 1138 471 293 41 378 65 166 532 227 76 30 30 21046 32644 6388 10827 20261 136 2267 688
leaf_count=60 546 1980158 1983143 184 1657 21 48 165 103 10015 1138 471 293 41 378 65 166 532 227 76 30 30 21046 32644 6388 10827 20261 136 2267 688
internal_value=0 32.7593 -33.9906 -1988.8 -1488.72 -2217.32 -18381 -12618.8 -13960.6 -1628.35 -6238.78 -699.319 -15792.7 -16237.1 -261.671 -10864.9 -28262.4 350.575 18477.8 10714.3 35087.1 71513.5 31.801 813.313 1421.41 2611.13 -317.611 -4378.69 2428.99 -14180.2
internal_weight=0 2.07448e+06 1.99933e+06 16186 15537 14990 527 479 649 14463 3307 2128 458 1179 11156 609 231 10547 547 363 136 60 2.07442e+06 94257 73211 43471 29740 9479 3091 824
internal_count=4073804 2074475 1999329 16186 15537 14990 527 479 649 14463 3307 2128 458 1179 11156 609 231 10547 547 363 136 60 2074415 94257 73211 43471 29740 9479 3091 824
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=31
num_cat=0
split_feature=0 4 3 0 4 6 3 7 6 0 1 0 5 6 3 3 0 6 6 6 6 3 4 6 1 6 0 3 0 0
split_gain=4.36349e+11 2.26696e+12 6.11586e+12 5.40872e+12 1.30242e+13 7.51232e+12 6.36421e+12 8.52599e+12 5.64831e+12 6.31135e+12 9.2371e+12 6.65818e+12 5.16268e+12 4.63135e+12 4.62093e+12 5.24074e+12 9.36411e+12 5.63497e+12 4.57869e+12 4.5435e+12 4.37621e+12 4.14488e+12 5.4121e+12 4.17734e+12 1.6721e+13 1.03075e+13 7.41606e+12 5.21187e+12 1.27991e+13 7.51416e+12
threshold=54.94110555000001 26.500000000000004 25.500000000000004 53.379556850000007 30.500000000000004 63.140000000000008 9.5000000000000018 6.0000000000000009 120.05000000000001 53.244414800000008 50.213874250000011 53.20799465000001 2.5000000000000004 43.405000000000008 2.5000000000000004 5.5000000000000009 51.307150200000002 54.990000000000002 48.945000000000007 28.980000000000004 50.410000000000004 27.500000000000004 33.500000000000007 65.410000000000011 39.718675700000013 99.050000000000011 47.222459950000008 12.500000000000002 45.082176650000008 53.175387700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -6 12 9 10 11 14 -8 -11 -3 16 17 -16 -12 -5 -21 22 23 27 -25 26 -26 29 -29 -17
right_child=-2 3 -4 4 6 -7 7 -9 -10 13 18 -13 -14 -15 15 21 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=52.932923470374661 -22.419875986267261 33724.895827907989 46789.261635044648 36449.970735677081 -13687.078712480918 -23521.775026470685 29091.75732421875 8825.2214117269596 46581.545424107142 9056.7388459578815 -17101.017867838542 31413.177439741659 93479.553193359388 49133.028962053577 -25002.05941840278 28562.487463541667 7660.2543415573418 -87557.417234293622 -77163.104616477271 -13177.73751537395 1841.7024340660746 -35839.167080393141 36362.996735491077 -63631.48189572704 -65245.018945312506 55178.293598790333 2511.1303318568644 -78156.402982954547 910.90776214082371 -8514.2323199604834
leaf_weight=1298290 2772653 36 28 24 87 368 33 226 28 92 30 66 20 42 36 150 53 24 22 530 306 31 42 49 20 31 84 22 295 86
leaf_count=1298290 2772653 36 28 24 87 368 33 226 28 92 30 66 20 42 36 150 53 24 22 530 306 31 42 49 20 31 84 22 295 86
internal_value=0 47.775 53.9409 -2777.92 -6630.18 -11565 9927.17 17290.7 2178.09 1151.42 -1395.02 690.911 53389 21618 -1423.45 -2794.35 -22968.7 -50024.2 -42511.9 -6448.65 -7680.19 20.0948 1447.1 -542.68 -13594.5 4567.12 -10518.9 3800.05 -4576.41 15051.5
internal_weight=0 1.30115e+06 1.29832e+06 2833 1594 1228 366 279 1239 1211 1077 1025 53 134 959 923 113 60 52 860 836 810 779 737 184 135 104 553 317 236
internal_count=4073804 1301151 1298318 2833 1594 1228 366 279 1239 1211 1077 1025 53 134 959 923 113 60 52 860 836 810 779 737 184 135 104 553 317 236
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=31
num_cat=0
split_feature=6 6 4 1 4 1 4 0 0 1 1 4 0 1 0 1 0 6 6 0 3 1 1 3 6 4 2 6 1 1
split_gain=3.79222e+11 2.18311e+12 6.81894e+12 7.52685e+12 8.71886e+12 6.88236e+12 9.96128e+12 7.69641e+12 8.796e+12 8.69553e+12 1.33986e+13 8.93953e+12 9.07974e+12 1.2402e+13 8.8363e+12 9.14058e+12 8.4411e+12 1.08854e+13 8.28128e+12 7.813e+12 6.75642e+12 9.38729e+12 8.47975e+12 6.71593e+12 8.53993e+12 8.23113e+12 6.60031e+12 6.40581e+12 8.90444e+12 1.97938e+13
threshold=34.010000000000012 32.005000000000003 9.5000000000000018 37.978059650000013 5.5000000000000009 30.242318500000007 15.500000000000002 54.962581500000006 54.992080650000005 83.007653300000015 83.003420700000007 13.500000000000002 55.018166200000003 83.011163250000024 60.028671700000011 30.260128500000004 55.034466500000008 33.585000000000008 33.805000000000007 55.039488700000007 7.5000000000000009 83.015546400000019 83.015546400000019 8.5000000000000018 33.585000000000008 10.500000000000002 2828.5000000000005 32.805000000000007 30.303340300000002 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 26 18 10 14 12 -11 -14 15 -10 17 20 -9 -18 22 -22 -15 -12 -25 -26 -7 -3 29 -29
right_child=-2 2 5 4 -6 7 -8 8 9 11 23 -13 13 16 -16 -17 19 -19 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-68.505505101294645 -12.067585023299912 2490.513056244878 -11539.772507334825 517.52833198329665 2723.2948397088426 -6391.9170923315451 -564.42943834691619 14460.984514070873 16892.652107268688 14992.929698675749 5236.6310419145912 9114.5323961075119 -12010.610260923466 130.0630052118286 -4412.0878741908155 829.60333017825451 -21217.618186356238 10121.562642552732 -4074.9685074077593 -3716.5239160156252 -14813.377166969845 12098.700957902071 -10020.152692909323 4848.954406081989 33860.644521609465 -26000.076250000002 -973.22839608361448 2647.0768400628886 -2751.6428248594757 55851.553411279972
leaf_weight=358908 3522711 4478 1295 43906 30278 2459 2288 834 357 290 1839 699 1336 7404 3287 46100 403 822 339 695 743 157 926 279 283 25 26184 1660 12746 73
leaf_count=358908 3522711 4478 1295 43906 30278 2459 2288 834 357 290 1839 699 1336 7404 3287 46100 403 822 339 695 743 157 926 279 283 25 26184 1660 12746 73
internal_value=0 77.1387 349.131 963.377 1417.81 -228.506 -4531.24 -67.0085 520.878 367.507 952.433 -1897.1 -2499.57 -2905.85 598.522 953.04 -1814.91 -905.55 9104.05 -10140 -1887.6 -10118.7 -998.28 8209.23 17522 29001.8 -1438.42 -814.929 -1837.22 4888.23
internal_weight=0 551093 192185 93141 74184 99044 3583 95461 66818 65645 52170 13475 12776 12486 49744 46457 11150 10052 1173 1098 9230 900 8330 2426 587 308 28643 18957 14479 1733
internal_count=4073804 551093 192185 93141 74184 99044 3583 95461 66818 65645 52170 13475 12776 12486 49744 46457 11150 10052 1173 1098 9230 900 8330 2426 587 308 28643 18957 14479 1733
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=31
num_cat=0
split_feature=2 6 6 0 1 2 1 1 0 3 3 1 0 1 0 4 4 0 3 6 0 0 1 3 7 4 3 3 1 6
split_gain=3.76782e+11 3.08351e+12 1.75413e+13 2.95182e+13 2.41503e+13 3.03134e+13 2.17434e+13 7.95151e+13 5.01401e+13 3.72844e+13 2.65301e+13 2.66241e+13 3.7208e+13 2.26118e+13 5.60018e+13 4.18839e+13 3.68761e+13 2.68104e+13 3.27454e+13 4.02646e+13 2.55991e+13 2.21833e+13 3.82478e+13 2.75782e+13 2.05058e+13 2.37661e+13 2.48196e+13 2.25726e+13 3.74298e+13 2.0865e+13
threshold=451.00000000000006 79.015000000000015 81.705000000000013 55.633951400000008 37.729575300000008 36.000000000000007 37.543519500000009 37.401708450000008 55.676890650000011 14.500000000000002 2.5000000000000004 37.442254400000003 55.783232450000007 37.600779750000008 55.812023600000011 16.500000000000004 6.5000000000000009 55.728148450000006 9.5000000000000018 81.02500000000002 55.737027400000009 55.649510000000014 37.331232350000008 7.5000000000000009 6.0000000000000009 15.500000000000002 2.5000000000000004 7.5000000000000009 37.543519500000009 80.030000000000015
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 24 -6 7 21 9 -9 11 -10 -13 14 15 -8 -16 -15 19 -19 -20 22 -5 -24 25 -3 -27 28 -28 -26
right_child=-2 2 -4 6 5 -7 13 8 10 -11 -12 12 -14 17 16 -17 -18 18 20 -21 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=134.4014155113272 -13.580802961852539 -18473.466232857805 213.86535197300555 -22759.980809659093 70814.401373487912 -2093.8531733044761 34593.67725497159 104753.553585143 -99377.818669577216 -29684.064624999999 24305.114767923795 -82064.60042410715 43917.157284330984 -12353.149890343202 67953.896182528406 -92092.352022429448 -67270.697035809979 -11037.49724288475 121716.1644021739 34914.083716823632 15042.287159783978 -10667.48119748269 6133.6620163690477 152726.56089015151 -9165.5920117886162 -51596.781310369319 119217.55786040684 4994.0378711608682 5989.1431325120193 -32452.137434493448
leaf_weight=617678 3396489 618 48266 55 62 711 165 118 34 25 933 35 71 1744 22 31 242 1475 23 219 1027 1623 21 33 629 55 53 291 65 991
leaf_count=617678 3396489 618 48266 55 62 711 165 118 34 25 933 35 71 1744 22 31 242 1475 23 219 1027 1623 21 33 629 55 53 291 65 991
internal_value=0 68.1028 -618.572 -4151.98 -11832.2 3753.9 -771.958 6026.51 25627.1 81250.5 18214.1 -22378.5 2319.41 -4822.46 -25937.9 14556.6 -56002 -2658.23 3503.56 -5096.89 17379 -7734.61 35935.6 95718.2 -16291.1 -5631.55 11472.6 19953.8 56846 -23410.6
internal_weight=0 677315 59637 11371 3475 773 7896 2948 1216 143 1073 140 106 4948 460 196 264 4488 2744 1694 1050 1732 109 54 2702 1082 464 409 118 1620
internal_count=4073804 677315 59637 11371 3475 773 7896 2948 1216 143 1073 140 106 4948 460 196 264 4488 2744 1694 1050 1732 109 54 2702 1082 464 409 118 1620
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=31
num_cat=0
split_feature=0 6 0 0 6 7 0 4 1 1 6 0 6 4 1 0 3 4 7 5 1 4 0 4 1 3 1 4 0 1
split_gain=3.96743e+11 2.33867e+12 1.16449e+13 1.93839e+13 1.94402e+13 2.79936e+13 4.48139e+13 3.61815e+13 3.50128e+13 7.77606e+13 7.48111e+13 2.5871e+13 2.41471e+13 3.57598e+13 3.44523e+13 4.92848e+13 5.24268e+13 4.10895e+13 4.1307e+13 3.7095e+13 6.6407e+13 3.33093e+13 3.20622e+13 6.31407e+13 3.32639e+13 2.80915e+13 2.76174e+13 8.86345e+13 2.92303e+13 3.64533e+13
threshold=54.94110555000001 63.855000000000011 55.834019500000004 55.676890650000011 64.405000000000015 6.0000000000000009 55.806294650000005 18.500000000000004 37.682335600000009 37.517483500000004 64.015000000000015 55.749683450000006 65.00500000000001 27.500000000000004 37.843405600000004 55.775215600000003 2.5000000000000004 14.500000000000002 6.0000000000000009 2.5000000000000004 37.586700500000006 30.500000000000004 55.710673100000008 17.500000000000004 37.618684050000006 22.500000000000004 37.740454950000007 13.500000000000002 55.81943720000001 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 11 -11 13 14 15 16 -6 18 -18 22 -21 -15 24 -24 -19 -25 28 -28 29 -17
right_child=1 2 -4 4 12 6 7 -9 -10 10 -12 -13 -14 21 -16 26 17 19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=45.555267765623427 -72.244399236012285 97.056418216100838 -268.71943471397356 3179.8478522235914 -80472.532530653218 2421.1300311053242 72361.169702148443 -48504.404277618843 18940.130448168155 -54776.480394345243 193573.49707341273 90964.813119612067 1911.5668761833088 169143.77301136366 4.8684469795097911 -13445.317684111207 -9421.6906932484035 -26556.065662202382 90389.236552526592 -9164.5201171874996 -170819.71413483797 14527.582462993421 -166475.84805743245 -37312.573299359261 87530.666819585764 82115.7109375 25151.049559771825 -175193.45916819852 -34101.73895770379 46910.175312138308
leaf_weight=1301151 2121792 230549 333073 3311 180 108 30 142 958 21 63 29 77897 22 2954 159 352 63 47 48 54 38 37 188 43 22 63 34 106 270
leaf_count=1301151 2121792 230549 333073 3311 180 108 30 142 958 21 63 29 77897 22 2954 159 352 63 47 48 54 38 37 188 43 22 63 34 106 270
internal_value=0 -21.3782 144.445 577.481 1847.11 8129.69 20260.7 -27423.2 27217.1 63096.3 121087 29753.5 1492.42 -5484.13 -6480.29 -17979.2 -31425.9 -21088.2 2335.49 -41629 -94746.7 71220.2 -26280.6 -46023.6 19724.4 -24801 4020.72 -45072.8 12921.8 24540.7
internal_weight=0 2.77265e+06 650861 317788 87239 4662 1351 172 1179 221 113 50 82577 4680 4620 1666 1034 854 399 455 102 60 353 247 106 210 632 97 535 429
internal_count=4073804 2772653 650861 317788 87239 4662 1351 172 1179 221 113 50 82577 4680 4620 1666 1034 854 399 455 102 60 353 247 106 210 632 97 535 429
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=31
num_cat=0
split_feature=0 0 1 0 6 1 6 4 6 1 0 1 1 1 3 6 4 3 6 4 3 1 4 1 1 6 1 6 6 4
split_gain=4.32372e+11 3.48358e+12 4.41185e+13 3.6591e+13 3.34777e+13 1.98507e+13 1.3421e+13 1.77179e+13 1.46936e+13 1.2562e+13 3.19703e+13 1.24581e+13 1.16962e+13 3.65704e+13 3.17266e+13 2.29834e+13 1.4022e+13 1.09707e+13 9.53087e+12 9.49841e+12 9.39972e+12 8.80719e+12 1.80717e+13 1.28463e+13 3.27221e+13 1.44887e+13 1.20427e+13 1.77148e+13 1.22576e+13 1.17229e+13
threshold=56.067362750000008 56.020150250000007 92.865667950000017 56.041614100000011 64.015000000000015 92.791023150000015 55.015000000000008 17.500000000000004 82.00500000000001 92.948588300000011 56.041614100000011 92.791023150000015 37.131181300000009 37.46219940000001 7.5000000000000009 38.010000000000012 14.500000000000002 6.5000000000000009 56.505000000000003 10.500000000000002 12.500000000000002 37.488790500000007 5.5000000000000009 47.256487700000001 37.897576350000001 52.610000000000007 37.843405600000004 53.995000000000012 43.010000000000012 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 11 12 -7 8 -8 17 -11 -5 14 15 -3 -14 21 -4 -18 -10 -17 22 -15 24 26 -26 27 28 -23 -25
right_child=-2 2 9 4 -6 6 7 -9 19 10 -12 -13 13 16 -16 20 18 -19 -20 -21 -22 23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-8.9951863240648109 53.069718736497272 8774.4846052197136 1079.9057228959898 -7330.9909195187574 -32406.18604306308 -4206.4201603704596 -19742.690611470844 -63765.885997211502 5457.3136314808244 -18784.57197865126 3975.1822997600148 -32043.95354094329 1993.8270681073589 31022.302681566322 121278.18144531251 -31791.962441551797 2320.266400803313 7118.6270080937675 14886.953563561074 85932.103183593761 -73996.726441786028 -37201.051923479354 -40983.775408793612 3558.8393742784692 -25076.713608111215 -73354.121637834818 7134.6429308798151 -87289.615766059025 65300.268437499995 -9352.9987992064398
leaf_weight=2928674 1115010 698 5839 3668 704 1563 674 83 55 900 1964 216 217 184 26 325 1438 6206 1040 20 63 28 43 2421 170 98 430 36 20 991
leaf_count=2928674 1115010 698 5839 3668 704 1563 674 83 55 900 1964 216 217 184 26 325 1438 6206 1040 20 63 28 43 2421 170 98 430 36 20 991
internal_value=0 -19.9991 -1089.95 -4878.98 -12342.1 -1655.72 -9668.05 -19928.3 -15070.5 2775.83 -3176.98 -8705.35 676.508 -494.605 12814.7 -24068.6 1572.69 4191.26 7594.42 26917.3 -38644.8 -1802.53 17382.4 -2840.91 -14401.4 -42730.4 369.351 -34262.5 5507.83 -191.346
internal_weight=0 2.95879e+06 30120 15211 4588 10623 2395 832 749 14909 2864 3884 8228 7504 724 605 6899 12045 2478 75 388 4421 227 4194 782 268 514 84 48 3412
internal_count=4073804 2958794 30120 15211 4588 10623 2395 832 749 14909 2864 3884 8228 7504 724 605 6899 12045 2478 75 388 4421 227 4194 782 268 514 84 48 3412
is_linear=0
shrinkage=0.1


Tree=4247
num_leaves=31
num_cat=0
split_feature=0 0 6 7 1 0 1 6 4 1 4 1 1 1 1 1 4 6 1 1 6 6 1 1 1 6 1 4 1 1
split_gain=3.88513e+11 9.19038e+12 4.81342e+13 4.9333e+13 1.00943e+14 9.21647e+13 8.35001e+13 7.72969e+13 5.71412e+13 4.46409e+13 4.30981e+13 4.28872e+13 3.85798e+13 5.79618e+13 1.51085e+14 5.78294e+13 4.74717e+13 3.97102e+13 3.92609e+13 3.71085e+13 3.66491e+13 8.85182e+13 3.56209e+13 4.66804e+13 5.12161e+13 8.27647e+13 9.62343e+13 5.03721e+13 4.06387e+13 3.80653e+13
threshold=55.595177750000005 55.568628050000008 81.705000000000013 6.0000000000000009 38.066230450000006 55.579943700000008 37.425454150000007 69.015000000000015 14.500000000000002 36.865631950000008 18.500000000000004 37.755233900000007 37.618684050000006 37.71815560000001 37.740454950000007 37.442254400000003 13.500000000000002 59.505000000000003 37.780517050000007 36.593086150000012 35.705000000000005 39.025000000000013 37.503969450000007 37.755233900000007 37.729575300000008 88.825000000000003 37.649344350000007 13.500000000000002 37.873748150000004 37.586700500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -9 19 -5 20 15 16 17 -7 -14 -15 -16 -3 -8 -22 -4 24 25 26 -24 -26 -25 -27
right_child=-2 2 22 6 -6 12 7 8 -10 -11 -12 -13 13 14 18 -17 -18 -19 -20 -21 21 -23 23 28 27 29 -28 -29 -30 -31
leaf_value=3.329684548798455 -34.2787212046143 -51831.708277154743 3292.3513048899704 56730.872807204563 4124.1680508454438 -10615.309292589363 -5254.6972784460086 18621.783429756164 -24258.653604366962 -28480.629948859816 210216.98922991075 -11977.956136862114 -11660.678505039781 63559.938162781764 13860.042031380051 19665.553380100511 -51005.55200734752 174375.00205965911 -26094.490314162409 37208.154503947153 39948.192306699639 8450.6691363161317 92796.489835611981 -127816.70360863095 41298.662340959825 -70331.704843750005 -122369.21705163045 163069.59522372158 13190.408258495458 16181.693244489839
leaf_weight=2216173 1825104 62 1494 142 9468 1158 1347 400 1393 2790 21 986 843 122 413 1385 482 44 608 191 1028 6756 216 21 70 75 23 66 765 158
leaf_count=2216173 1825104 62 1494 142 9468 1158 1347 400 1393 2790 21 986 843 122 413 1385 482 44 608 191 1028 6756 216 21 70 75 23 66 765 158
internal_value=0 27.8215 1696.53 495.729 -2886.54 -11083.3 5416.87 4443.96 -14692.5 -24833.3 76505.2 7835.44 -2806.09 -11596 4452.87 5876.63 -25973.3 92932.6 -9932.67 15388.1 9974.96 12610.4 14020.1 25517.5 46323.8 30744.4 72090.2 100393 9423.04 -11666
internal_weight=0 2.2487e+06 32527 29639 17566 8098 12073 11910 1793 3043 163 10117 5055 2512 1187 2543 1325 166 1021 253 9131 7784 2888 1394 608 472 239 136 786 233
internal_count=4073804 2248700 32527 29639 17566 8098 12073 11910 1793 3043 163 10117 5055 2512 1187 2543 1325 166 1021 253 9131 7784 2888 1394 608 472 239 136 786 233
is_linear=0
shrinkage=0.1


Tree=4248
num_leaves=31
num_cat=0
split_feature=6 4 6 0 0 1 1 3 4 1 1 4 0 3 3 3 2 0 0 7 6 1 1 7 0 0 7 1 1 1
split_gain=4.24034e+11 5.01004e+12 1.79522e+13 1.52659e+13 1.3865e+13 2.03129e+13 1.20272e+13 1.16598e+13 1.12993e+13 1.50366e+13 2.56061e+13 2.17954e+13 2.85396e+13 1.46987e+13 2.16572e+13 1.91563e+13 1.40211e+13 1.12504e+13 1.10802e+13 1.33168e+13 1.09945e+13 1.95605e+13 2.37473e+13 1.92957e+13 3.19995e+13 3.08273e+13 1.76362e+13 1.71918e+13 1.48421e+13 2.74312e+13
threshold=83.010000000000005 15.500000000000002 83.820000000000007 47.207933300000008 59.91832440000001 30.303340300000002 30.438492500000006 4.5000000000000009 25.500000000000004 37.780517050000007 37.374856000000008 20.500000000000004 59.848366150000011 4.5000000000000009 13.500000000000002 10.500000000000002 1250.5000000000002 55.123213100000008 55.876067900000002 6.0000000000000009 83.820000000000007 82.956351500000011 82.93515810000001 6.0000000000000009 55.801384500000005 55.721784200000009 6.0000000000000009 37.768783500000005 30.345769800000003 30.323041000000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 9 10 11 13 -13 -5 15 -15 -10 -11 -12 -20 21 22 23 -2 25 -25 -23 -27 29 -26
right_child=1 2 -4 4 5 6 -8 -9 16 17 18 12 -14 14 -16 -17 -18 -19 19 -21 -22 26 -24 24 28 27 -28 -29 -30 -31
leaf_value=9.9083591342930308 1021.4298057348287 23344.890817951513 -438.23173136083119 -38063.336158288046 -26032.125798611112 -43262.12849121094 99906.928006114147 34164.487253340463 45644.015994791669 -15103.106790736501 -29728.226276193327 -1950.5705085429738 -59262.49907356195 43503.046754092269 -23695.670428240745 158691.69786931819 -10638.48207510489 3243.8288700273556 -32511.517242005819 -115588.12859375001 71.113261833885346 2693.2884707225912 45224.584867931553 28804.543047334879 -2143.8275028351813 178303.12670454546 -35560.353648505516 61920.045221354172 -11724.424470320146 81669.640880276871
leaf_weight=3722681 1982 148 109527 23 90 23 23 126 75 663 601 376 113 42 27 22 108 674 43 35 234825 301 168 361 124 22 201 30 313 57
leaf_count=3722681 1982 148 109527 23 90 23 23 126 75 663 601 376 113 42 27 22 108 674 43 35 234825 301 168 361 124 22 201 30 313 57
internal_value=0 -105.051 -654.329 -8023.09 -9538.26 12460.6 32602.1 22212.7 -11595.2 -13273.9 -21011.9 -6014.88 -15194.4 33360.6 51412.8 83099.1 12428.1 -5854.17 -34330.3 -69789.5 154.72 5671.13 8675.34 6549.94 18631 39173.6 -12623.4 111159 1456.66 24250.5
internal_weight=0 351123 112739 3212 3064 262 172 149 2802 2619 1282 603 489 114 91 64 183 1337 679 78 238384 3559 3057 2889 907 413 502 52 494 181
internal_count=4073804 351123 112739 3212 3064 262 172 149 2802 2619 1282 603 489 114 91 64 183 1337 679 78 238384 3559 3057 2889 907 413 502 52 494 181
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=31
num_cat=0
split_feature=0 0 2 7 1 0 4 4 3 4 4 1 6 4 0 4 4 1 6 0 4 0 6 1 1 1 6 1 0 5
split_gain=3.99655e+11 3.07973e+12 1.92953e+13 1.51176e+13 3.1984e+13 3.32985e+13 6.02044e+13 6.90092e+13 8.2158e+13 6.48805e+13 1.26648e+14 4.91703e+13 4.84395e+13 4.16752e+13 3.97428e+13 3.24649e+13 3.10842e+13 2.97166e+13 4.74339e+13 4.39005e+13 4.11157e+13 2.77947e+13 6.65262e+13 2.22769e+13 2.73793e+13 3.39105e+13 2.63891e+13 4.1467e+13 3.5178e+13 3.38706e+13
threshold=56.067362750000008 56.385857200000011 6082.0000000000009 6.0000000000000009 36.049731800000011 56.309668500000008 6.5000000000000009 5.5000000000000009 3.5000000000000004 17.500000000000004 18.500000000000004 43.997056950000008 81.02500000000002 13.500000000000002 56.324067350000007 8.5000000000000018 16.500000000000004 43.932356550000009 78.010000000000005 56.324067350000007 8.5000000000000018 56.324067350000007 120.05000000000001 47.386825600000002 37.503969450000007 37.131181300000009 37.005000000000003 37.534144550000008 56.309668500000008 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 -5 -6 7 -7 21 11 -11 17 15 -14 -10 -13 -17 -8 19 -19 -20 -9 -23 24 25 -2 -26 28 -28 -29
right_child=1 -3 -4 4 5 6 9 8 14 10 -12 12 13 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=-19.227587694281357 -915.35440116294069 -19.428547832519701 -8934.9043501729793 75166.208874059608 17.635621265455224 -8111.3072453196455 -18486.774555597174 48469.156745094479 68514.680880779109 84832.831109374994 -6599.2321902789117 72041.3037109375 -66850.146557291664 -206307.79106770834 182281.31320754718 -48064.856067219058 16494.962617353958 66243.270707095959 -70962.568230597521 -45113.30512044271 52884.68610197369 -99815.354043344356 93660.363078703711 -1754.6200360545286 -723.64107594873019 -16729.086544796024 -20089.595466717336 4037.5628395509107 22328.64352580113 -324.67990423158841
leaf_weight=2958794 8456 945167 2166 54 19575 410 2190 86 73 175 1128 28 75 30 53 489 88 166 91 45 38 52 27 24941 26733 1615 221 52110 1695 27033
leaf_count=2958794 8456 945167 2166 54 19575 410 2190 86 73 175 1128 28 75 30 53 489 88 166 91 45 38 52 27 24941 26733 1615 221 52110 1695 27033
internal_value=0 51.0224 443.078 564.22 -1710.94 -1878.2 -8955.05 18321.9 55564.5 -13164 5680.59 -20742.5 -43997.2 -106695 116369 -33115.7 -38218.6 -14216.5 13289.1 42494.2 -34480.4 9131.99 -33690.7 960.497 1535.04 -3451.27 2000.91 2899.46 17435.9 2547.54
internal_weight=0 1.11501e+06 169843 167677 24873 24819 5244 701 291 4543 1303 3240 710 105 126 605 577 2530 340 211 129 165 79 142804 117863 10071 107792 81059 1916 79143
internal_count=4073804 1115010 169843 167677 24873 24819 5244 701 291 4543 1303 3240 710 105 126 605 577 2530 340 211 129 165 79 142804 117863 10071 107792 81059 1916 79143
is_linear=0
shrinkage=0.1


Tree=4250
num_leaves=31
num_cat=0
split_feature=2 4 6 6 1 1 6 3 1 6 3 1 4 0 0 3 1 0 0 0 4 1 3 3 0 0 0 3 1 4
split_gain=4.47714e+11 2.14997e+12 6.64867e+12 1.75358e+13 1.99945e+13 1.50485e+13 1.43949e+13 1.65093e+13 1.88268e+13 1.43337e+13 2.07565e+13 3.58568e+13 2.03801e+13 2.83868e+13 4.71403e+13 4.09307e+13 3.69092e+13 4.59378e+13 1.61771e+13 2.8249e+13 1.60491e+13 5.2741e+13 1.96415e+13 1.58169e+13 1.44727e+13 1.44501e+13 1.43445e+13 1.42154e+13 1.74422e+13 1.39234e+13
threshold=3338.0000000000005 16.500000000000004 61.425000000000004 63.415000000000006 55.90712030000001 56.02161850000001 90.045000000000016 14.500000000000002 72.839788400000018 63.140000000000008 12.500000000000002 37.702956500000006 25.500000000000004 55.759969450000007 55.783232450000007 14.500000000000002 37.618684050000006 55.806294650000005 55.840017500000009 55.676890650000011 26.500000000000004 37.682335600000009 14.500000000000002 6.5000000000000009 55.462387050000011 60.002985000000002 55.737027400000009 20.500000000000004 37.517483500000004 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 9 -5 -7 8 -8 12 -11 18 25 24 15 -15 -16 -18 19 -12 22 23 -19 -22 -14 -4 -13 28 -21 -27
right_child=-2 2 3 5 -6 6 7 -9 -10 10 11 26 13 14 16 -17 17 20 -20 27 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-87.899843130644427 39.823424425933133 331.57867998042298 -4323.9469729913299 -89.999391093334637 16668.125171430231 6053.6861082955111 105194.32281177661 4527.9833134191176 21690.524121093753 -2987.6309799658748 -22195.565971610918 11227.342548927774 33490.607866890823 171538.89772321429 -6526.2808097949019 36663.350403025797 1325.9751029417687 -37095.764306640624 -28053.178021592365 -81852.157207661294 -23565.505832741477 193073.49743923612 84678.94998553241 73476.778763204231 -11800.388602551548 -8930.4663305263839 -31972.762950788223 -53762.586230468754 -188812.90665364586 17201.921305735519
leaf_weight=1710229 1667517 474755 17252 198373 505 593 54 85 54 1036 71 245 79 35 487 63 194 26 208 31 22 36 27 71 660 305 112 34 30 615
leaf_count=1710229 1667517 474755 17252 198373 505 593 54 85 54 1036 71 245 79 35 487 63 194 26 208 31 22 36 27 71 660 305 112 34 30 615
internal_value=0 -27.597 120.568 -332.106 -3001.67 -35.2831 13774.2 37495.6 63442.4 -3460.72 -12091.7 -24994.4 -2693.25 7777.05 19108.7 84833.2 11645.2 35181.2 -46632.8 -69913.4 71268.7 90302.8 24940.4 50520.5 -6958.73 -3672.76 -2325.63 -105576 -134456 8538.47
internal_weight=0 2.40629e+06 696058 221303 22144 199159 786 193 108 21639 1767 731 19872 1700 961 98 863 376 374 166 182 129 53 93 739 18172 357 95 61 920
internal_count=4073804 2406287 696058 221303 22144 199159 786 193 108 21639 1767 731 19872 1700 961 98 863 376 374 166 182 129 53 93 739 18172 357 95 61 920
is_linear=0
shrinkage=0.1


Tree=4251
num_leaves=31
num_cat=0
split_feature=4 1 7 1 0 0 1 0 6 6 6 3 6 1 1 0 1 6 0 4 0 0 6 5 6 5 6 4 6 6
split_gain=4.31214e+11 2.53833e+12 1.46209e+13 1.86244e+13 2.24217e+13 3.5981e+13 2.77873e+13 3.73202e+13 2.15357e+13 4.29278e+13 2.78128e+13 3.94285e+13 1.65568e+13 1.63593e+13 6.37315e+13 1.95658e+13 3.45619e+13 2.09317e+13 1.77125e+13 1.7152e+13 2.41595e+13 1.703e+13 1.69256e+13 1.55271e+13 1.54433e+13 1.84382e+13 5.36121e+13 2.15577e+13 2.01499e+13 2.19208e+13
threshold=5.5000000000000009 48.411058050000008 6.0000000000000009 49.111590500000005 55.988910100000005 55.858844800000007 49.095306150000006 55.768246800000007 64.015000000000015 94.02500000000002 79.710000000000022 3.5000000000000004 38.995000000000012 49.195555600000006 49.300375350000003 55.775215600000003 49.147669400000005 72.50500000000001 55.801384500000005 3.5000000000000004 53.506098950000009 55.753967500000009 48.410000000000004 2.5000000000000004 168.45000000000002 2.5000000000000004 53.310000000000009 3.5000000000000004 95.045000000000016 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 5 6 -3 -8 -9 10 11 -10 -7 15 18 -5 24 -18 19 -15 -21 -22 -23 -24 25 26 -17 -28 29 -29
right_child=-2 2 -4 13 -6 12 7 8 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-83.86950401701165 -20.343704515084543 171.19045684844053 -2527.9936870063289 1058.5336886601679 -20541.211948994373 6982.124950272264 -65554.992143397176 10757.10552953454 12202.671724232458 -30944.091058084243 191004.43822265626 157112.55072544643 22957.33895847114 -2997.1972418486184 174.14338633114366 -1985.551029921 -12387.778942109106 -51359.034537633263 6758.0068039760636 104251.59017894848 15756.497687642359 24938.502881924716 106669.25771649895 40056.993965645728 81280.699625000008 -12481.841189035717 -46930.794494047623 59920.132912946436 -9890.5859049479186 168045.61313244049
leaf_weight=624653 2928705 13017 18731 4273 383 1323 62 2580 57 46 20 28 1273 268 469677 904 3212 144 2065 37 1071 275 59 86 25 577 21 175 36 21
leaf_count=624653 2928705 13017 18731 4273 383 1323 62 2580 57 46 20 28 1273 268 469677 904 3212 144 2065 37 1071 275 59 86 25 577 21 175 36 21
internal_value=0 52.0311 215.142 317.555 3406.43 3904.74 2113.14 11163.7 12905.4 49611.7 84902.8 59937.7 14815.9 197.377 279.327 -3936.27 -8108.86 -14060 13074.6 20337.3 24430 22449.2 39515.4 67161.3 3245.27 2120.19 9402.28 50092.4 58874.7 71505
internal_weight=0 1.1451e+06 520446 501715 18789 18406 15810 2793 2731 151 105 85 2596 482926 473538 9388 5115 3356 3861 1796 1528 1491 420 145 1759 1734 1157 253 232 196
internal_count=4073804 1145099 520446 501715 18789 18406 15810 2793 2731 151 105 85 2596 482926 473538 9388 5115 3356 3861 1796 1528 1491 420 145 1759 1734 1157 253 232 196
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 0 0 4 4 6 0 6 0 7 0 0 0 4 6 4 7 6 5 6 0 4 3 7 6 0
split_gain=4.53571e+11 5.87411e+12 5.24699e+13 2.81037e+13 3.90228e+13 2.53394e+13 4.60588e+13 6.22853e+13 5.63221e+13 3.32417e+13 2.51733e+13 2.47108e+13 2.43065e+13 3.01358e+13 5.26925e+13 3.1366e+13 2.37822e+13 2.35473e+13 2.19333e+13 2.3765e+13 1.96969e+13 1.96676e+13 2.80795e+13 2.53508e+13 1.95344e+13 3.10423e+13 2.43468e+13 2.4096e+13 1.92885e+13 2.48502e+13
threshold=37.924401400000008 37.978059650000013 24.500000000000004 21.500000000000004 10.500000000000002 55.775215600000003 55.710673100000008 14.500000000000002 19.500000000000004 67.445000000000007 55.812023600000011 68.515000000000015 55.79439725000001 6.0000000000000009 55.834019500000004 55.840017500000009 55.696737300000009 7.5000000000000009 95.045000000000016 5.5000000000000009 6.0000000000000009 93.050000000000011 2.5000000000000004 72.020000000000024 55.649510000000014 18.500000000000004 9.5000000000000018 6.0000000000000009 48.025000000000013 55.737027400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 28 20 11 -7 -5 15 -15 -14 24 18 -2 -20 -6 22 23 -4 25 -9 -26 -28 -8 -30
right_child=1 -3 21 12 5 10 8 16 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=55.354093083919082 -4740.2778711192641 -5.6735388269217149 8801.3099152451596 -5233.7371542424298 -9723.2345588490443 11909.008638633495 -7591.3554956028183 5709.779606151581 22622.083026843935 63114.511600305537 3153.4348803889588 47160.039360851377 23117.813521972657 -48173.311747474945 34541.23947507023 -27922.251593606721 3460.9567715887033 -15575.94776896642 11396.537666829427 108685.88360236674 28269.784116782801 -46854.862762661644 34575.500759146082 -101510.74226190476 -30089.965528789788 -28645.374142297398 -35362.987474943468 11677.03063710779 -39086.731135294263 -12533.642792665802
leaf_weight=1085758 5239 2956684 2615 2233 197 916 921 1344 381 202 4655 254 225 572 89 259 4737 2443 96 34 444 58 465 21 688 327 152 384 726 685
leaf_count=1085758 5239 2956684 2615 2233 197 916 921 1344 381 202 4655 254 225 572 89 259 4737 2443 96 34 444 58 465 21 688 327 152 384 726 685
internal_value=0 -20.1139 -1381.49 -2750.42 -1585.97 1100.64 -1684.07 1946.17 -13024.4 27740.7 6449.19 19561.8 -11307.9 -23154 -37036.3 -4194.95 -902.992 -7436.89 -3733.46 36841.4 16593.3 10840.1 11919.2 7922.5 -8043.59 -1013.22 -17641.4 -1662.68 -18848.3 -26196
internal_weight=0 2.98805e+06 31362 28203 24825 17013 11188 8475 2713 843 5825 1170 3378 1145 661 484 7632 7812 5369 130 641 3159 3101 2636 2895 1671 1224 536 2332 1411
internal_count=4073804 2988046 31362 28203 24825 17013 11188 8475 2713 843 5825 1170 3378 1145 661 484 7632 7812 5369 130 641 3159 3101 2636 2895 1671 1224 536 2332 1411
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 4 1 4 1 6 6 4 6 0 6 6 6 1 4 7 4 1 6 1 6 6 1 6 5 1
split_gain=4.17984e+11 8.67476e+12 1.65963e+13 1.6177e+13 9.78422e+12 1.7055e+13 2.15364e+13 1.93469e+13 2.48519e+13 2.32327e+13 4.20879e+13 1.92411e+13 2.92413e+13 2.21321e+13 1.91533e+13 1.45806e+13 6.06858e+13 1.42953e+13 2.10937e+13 3.72383e+13 2.88657e+13 6.36915e+13 1.41683e+14 4.59528e+13 4.1153e+13 3.13862e+13 2.87629e+13 2.79231e+13 9.90057e+13 2.47644e+13
threshold=55.390026600000006 55.462387050000011 5611.5000000000009 86.169282750000022 23.500000000000004 21.500000000000004 37.534144550000008 17.500000000000004 37.702956500000006 79.710000000000022 82.00500000000001 22.500000000000004 83.010000000000005 55.418618900000006 70.50500000000001 68.00500000000001 58.995000000000012 37.534144550000008 14.500000000000002 6.0000000000000009 15.500000000000002 37.563506350000004 73.995000000000019 37.563506350000004 89.00500000000001 52.990000000000002 38.166910000000009 44.010000000000012 1.5000000000000002 39.044653900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 17 9 -9 -11 -8 -13 -14 -10 16 -7 -2 29 20 21 22 27 24 -22 -25 -21 -20 -29 -19
right_child=1 -3 -4 -5 -6 6 11 8 14 10 -12 12 13 -15 -16 -17 -18 18 19 26 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=30.726009703883477 -7010.3928550685905 -6.5591201660697385 11840.174984933543 25249.165073185413 18732.314664861504 -3299.4047708480089 -48052.899314379429 9666.8113427435874 29872.354840049982 -171680.30375000002 -8182.59301097973 21666.292394010685 -133208.75243389423 -1431.8468828125001 115710.21390183971 -31641.315048076925 170654.58966471357 3881.5140301573879 17410.212341834758 -35676.406144138869 17438.858718502284 -2679.4202861856347 -282178.64921875001 3413.8614428836463 159370.71398809526 -17593.274142623788 22505.309429184272 -237741.48662500002 5188.9365808823532 -3664.9569805517563
leaf_weight=2121622 5781 1921053 881 215 220 122 265 777 161 20 74 121 26 25 31 65 24 8921 58 639 751 379 28 1556 21 1310 98 25 51 8484
leaf_count=2121622 5781 1921053 881 215 220 122 265 777 161 20 74 121 26 25 31 65 24 8921 58 639 751 379 28 1556 21 1310 98 25 51 8484
internal_value=0 -33.3929 -1689.37 -2083.43 -2279.1 -2434.15 -18480.1 -2077.64 11165.1 3986.22 -42969.3 -31147.9 -5102.34 -68612.2 43731.6 7755.91 25295.8 -2578.56 -1430.75 -7215.05 -3560.05 -25112 -77593.3 -355.1 21299.7 -6188.14 -27939.9 -34844.1 -74722.4 203.016
internal_weight=0 1.95218e+06 31129 30248 30033 29813 648 29165 1063 871 94 437 172 51 192 211 146 28102 22321 4916 4179 541 162 3638 772 2866 737 134 76 17405
internal_count=4073804 1952182 31129 30248 30033 29813 648 29165 1063 871 94 437 172 51 192 211 146 28102 22321 4916 4179 541 162 3638 772 2866 737 134 76 17405
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 0 0 6 7 6 4 4 4 6 5 4 6 0 4 6 4 6 6 7 0 0 4 4 3
split_gain=4.39237e+11 9.80669e+12 2.1998e+13 2.69709e+13 2.27808e+13 1.15028e+13 6.085e+13 3.77694e+13 2.90705e+13 2.57475e+13 1.98424e+13 1.93529e+13 1.79841e+13 2.16227e+13 1.77203e+13 1.85321e+13 1.53382e+13 1.71797e+13 1.23987e+13 4.5774e+13 2.99514e+13 2.45402e+13 2.60672e+13 1.94669e+13 1.51995e+13 1.44566e+13 1.40878e+13 2.94715e+13 1.34992e+13 1.50134e+13
threshold=37.957884500000006 37.978059650000013 23.500000000000004 93.050000000000011 59.025000000000013 55.79439725000001 55.728148450000006 55.801384500000005 37.995000000000012 6.0000000000000009 83.010000000000005 19.500000000000004 12.500000000000002 8.5000000000000018 68.515000000000015 2.5000000000000004 15.500000000000002 94.02500000000002 55.696737300000009 14.500000000000002 63.415000000000006 15.500000000000002 48.410000000000004 52.015000000000008 6.0000000000000009 55.721784200000009 55.710673100000008 7.5000000000000009 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 5 4 -4 6 18 8 -7 -8 -9 12 13 -12 -10 -16 -14 -18 23 20 25 22 -21 -2 -25 26 27 -20 -23 -30
right_child=1 -3 3 -5 -6 7 9 10 14 -11 11 -13 16 -15 15 -17 17 -19 19 21 -22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=53.9421152231875 -685.65692180324027 -6.7478847342319543 4055.7222236005655 -58658.684630276868 32257.963831101253 -31263.605799696183 -19048.000351514449 -4641.388480947141 24903.869990727675 -71945.464519571527 52341.390601325758 -30971.684964843753 115468.63719618056 -63025.076513671876 16912.514433092951 102931.45142857142 12227.722377434329 105100.94073660714 -55498.594621871693 9134.794356205779 56274.732018317794 70216.627456430288 -81290.473701171883 -15338.211933028213 -83247.617423023912 -33485.699584573413 56756.486864600251 20012.456603154977 -20859.250837687705 -106.42721502243552
leaf_weight=1101410 1861 2956684 1094 57 388 72 1791 3542 292 97 33 50 36 32 39 70 69 28 59 53 202 26 80 1076 34 63 77 417 385 3687
leaf_count=1101410 1861 2956684 1094 57 388 72 1791 3542 292 97 33 50 36 32 39 70 69 28 59 53 202 26 80 1076 34 63 77 417 385 3687
internal_value=0 -19.9881 -2511.84 8843.08 11439.3 -3745.01 -5613.82 598.459 27242.6 -21765.7 -2726.78 24618.1 38655.9 -4454.41 37747.4 72154 59724.9 39036.5 -1811.48 1204.65 22859.3 -2981.96 -45256.3 -6937.17 -17418.3 11901.7 17072.4 10652.9 -1609.95 -2068.57
internal_weight=0 2.97239e+06 15710 1539 1482 14171 9908 4263 473 1888 3790 248 198 65 401 109 133 97 8020 5049 818 4231 133 2971 1110 616 553 476 4098 4072
internal_count=4073804 2972394 15710 1539 1482 14171 9908 4263 473 1888 3790 248 198 65 401 109 133 97 8020 5049 818 4231 133 2971 1110 616 553 476 4098 4072
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=31
num_cat=0
split_feature=6 0 0 4 4 6 0 5 0 5 0 6 6 3 4 3 3 1 1 5 0 4 6 1 6 1 0 1 1 1
split_gain=4.18763e+11 1.79533e+12 6.77478e+12 8.02333e+12 7.99471e+12 7.27895e+12 6.7435e+12 7.06378e+12 5.33583e+12 5.21334e+12 5.15262e+12 1.32726e+13 1.95284e+13 1.26002e+13 8.25499e+12 6.15923e+12 5.94157e+12 7.69666e+12 7.00342e+12 8.42125e+12 4.99398e+12 6.80828e+12 5.21558e+12 6.40031e+12 9.21353e+12 4.68601e+12 4.63444e+12 5.04754e+12 8.81193e+12 6.53623e+12
threshold=34.010000000000012 47.207933300000008 45.053967500000006 23.500000000000004 7.5000000000000009 25.305000000000003 45.022979600000006 2.5000000000000004 47.267650700000011 2.5000000000000004 43.6005307 19.050000000000004 21.020000000000003 4.5000000000000009 14.500000000000002 5.5000000000000009 2.5000000000000004 39.749243900000003 39.908802000000009 2.5000000000000004 44.249882500000005 13.500000000000002 15.450000000000001 39.712886600000012 24.030000000000005 39.843340650000009 45.055912800000009 38.999037500000007 39.01296365000001 38.91194105000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 -1 -8 -3 26 11 16 13 -13 15 -14 -6 -18 -19 -20 21 22 -12 24 -24 -25 -4 29 -29 -28
right_child=-2 8 3 -5 5 -7 7 -9 -10 -11 20 12 14 -15 -16 -17 17 18 19 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=1321.76139863458 -12.681137209459713 -2009.7370622603112 7640.6556447318617 -8296.8569237402608 25622.674300986844 -3126.6791724150676 -3035.5509270225989 48256.34561631945 65.8645873720331 -15727.285114986535 29602.123115808827 38246.242261904765 22910.799245233051 147791.69583333333 59541.347683715823 -25904.147562839673 -66425.386921296289 44784.424758184527 8807.2908770161284 -74422.259580078127 4118.762147214572 -64761.464115767041 -13636.664091625549 -52213.693790690108 60223.864286295575 -10136.47331501589 2871.4102128083296 6935.7937313570337 1591.841759815032 -2641.6951566512535
leaf_weight=25176 3522711 12724 1433 778 38 11898 4824 27 465578 165 34 21 59 21 32 46 27 21 31 20 1097 22 57 48 24 59 3890 3943 14191 4809
leaf_count=25176 3522711 12724 1433 778 38 11898 4824 27 465578 165 34 21 59 21 32 46 27 21 31 20 1097 22 57 48 24 59 3890 3943 14191 4809
internal_value=0 81.0607 543.732 1722.16 -246.062 -2261.89 663.939 -2750.07 10.6485 1996.33 3947.66 15435.1 33364.6 93019 15076.4 1525.2 -7991.02 -20893.2 -3818.7 -23831.7 1240.7 -11698.8 -6440.33 -12958.7 8247.94 -29012.2 2099.79 1803.88 2753.81 -176.357
internal_weight=0 551093 72791 29209 43582 13555 30027 4851 478302 28431 1657 316 179 42 137 105 137 99 72 51 1341 244 222 188 81 107 28266 26833 18134 8699
internal_count=4073804 551093 72791 29209 43582 13555 30027 4851 478302 28431 1657 316 179 42 137 105 137 99 72 51 1341 244 222 188 81 107 28266 26833 18134 8699
is_linear=0
shrinkage=0.1


Tree=4256
num_leaves=31
num_cat=0
split_feature=1 1 3 5 0 0 6 0 0 0 4 0 0 4 6 6 6 6 6 6 3 5 6 6 3 4 3 6 4 4
split_gain=4.075e+11 7.88979e+12 1.35551e+13 2.04915e+13 1.41808e+13 1.41764e+13 3.72875e+13 2.51819e+13 2.46023e+13 2.55239e+13 2.14985e+13 2.78076e+13 4.21546e+13 3.49798e+13 3.45477e+13 1.52763e+14 1.91296e+14 1.42584e+14 2.92796e+13 3.72663e+13 2.85588e+13 2.62481e+13 4.044e+13 5.04225e+13 4.35612e+13 3.27683e+13 2.09669e+13 1.77356e+13 6.34118e+13 1.4967e+13
threshold=38.166910000000009 38.247071200000008 6.5000000000000009 3.5000000000000004 56.262014700000009 55.418618900000006 79.015000000000015 55.579943700000008 55.812023600000011 55.834019500000004 6.5000000000000009 56.288960650000007 56.385857200000011 9.5000000000000018 62.625000000000007 54.410000000000004 49.895000000000003 44.205000000000005 34.010000000000012 40.015000000000008 5.5000000000000009 2.5000000000000004 50.410000000000004 55.015000000000008 2.5000000000000004 15.500000000000002 2.5000000000000004 71.030000000000015 4.5000000000000009 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 5 -4 -5 6 -2 -7 -9 -10 27 -12 13 14 15 16 17 18 -13 -20 21 22 25 -24 -25 -15 -23 -11 -29 -27
right_child=1 -3 3 4 -6 7 -8 8 9 10 11 12 -14 20 -16 -17 -18 -19 19 -21 -22 26 23 24 -26 29 -28 28 -30 -31
leaf_value=49.482086441969066 -5291.0703061482563 -7.9395786641803276 -5901.3665509150096 -28013.295422676281 -128422.07214133523 9383.2974821237422 -73960.449628200309 -8160.5182046882755 53832.592059570321 -4440.9434918063307 -11521.030271057365 135563.66764026991 -15537.814379142994 -94327.053325320521 3128.9638552295919 305444.06551724137 -184226.66041666668 327920.443359375 -101041.38958333334 87351.160193452379 108821.32454637096 5434.984375 209323.69796875003 -52391.062040441175 103415.16217105264 89782.863671875006 -139364.41505859376 -16153.823768939395 157233.85348412298 -22287.189190204328
leaf_weight=1181580 1672 2876335 4817 39 22 2704 83 3305 100 2183 259 22 165 39 49 29 27 24 21 21 31 20 20 34 38 22 20 66 31 26
leaf_count=1181580 1672 2876335 4817 39 22 2704 83 3305 100 2183 259 22 165 39 49 29 27 24 21 21 31 20 20 34 38 22 20 66 31 26
internal_value=0 -20.2153 -2242.44 -6630.73 -64226.3 -298.381 -8538.68 1264.04 -2086.77 4095.47 2515.01 15918.4 27607.2 43677 75658.4 100339 48616.3 120057 42107.9 -6845.11 18987.3 6271.08 22636.6 68858.2 29840 -26241.4 -66964.7 -2581.79 39258.7 29078.3
internal_weight=0 2.89222e+06 15889 4878 61 11011 1755 9256 6552 3247 3147 867 608 443 193 144 115 88 64 42 250 219 179 92 72 87 40 2280 97 48
internal_count=4073804 2892224 15889 4878 61 11011 1755 9256 6552 3247 3147 867 608 443 193 144 115 88 64 42 250 219 179 92 72 87 40 2280 97 48
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=31
num_cat=0
split_feature=0 0 6 7 1 0 6 1 1 6 6 5 6 1 1 1 1 0 6 6 4 6 0 4 1 6 4 4 4 1
split_gain=3.94382e+11 8.04079e+12 3.92823e+13 3.96114e+13 8.35506e+13 7.4647e+13 6.80198e+13 6.88844e+13 3.80515e+13 3.61318e+13 3.30381e+13 6.8861e+13 4.50769e+13 4.76721e+13 7.41695e+13 6.06289e+13 3.853e+13 9.01163e+13 6.26256e+13 6.25725e+13 3.84276e+13 3.83861e+13 5.79345e+13 4.44801e+13 4.03147e+13 3.94784e+13 3.69106e+13 3.37113e+13 3.97742e+13 3.12492e+13
threshold=55.595177750000005 55.568628050000008 81.705000000000013 6.0000000000000009 38.066230450000006 55.579943700000008 75.605000000000004 37.425454150000007 37.475446350000006 48.025000000000013 56.010000000000012 2.5000000000000004 35.995000000000012 37.755233900000007 37.503969450000007 37.600779750000008 37.46219940000001 55.579943700000008 52.610000000000007 39.025000000000013 13.500000000000002 60.910000000000004 55.579943700000008 15.500000000000002 37.503969450000007 72.020000000000024 16.500000000000004 13.500000000000002 16.500000000000004 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -5 12 -12 -9 14 16 -16 18 -18 19 20 -14 -13 24 25 -23 -24 -22 -20 -29 -7
right_child=-2 2 -4 6 -6 29 -8 10 -10 -11 11 21 13 -15 15 -17 17 -19 27 -21 26 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.1219965625212467 -34.536687171119858 -1433.5838170519949 12721.826645494499 33766.049691097862 3851.5593663880027 5279.677265160336 -20255.951475936552 -4168.4064804764485 -28334.351223797428 131431.55930059525 -6284.8094563908962 -97771.093912760422 19352.346543726428 -7832.5692579679207 75046.230399564956 26439.736447395124 4815.5405912057604 -97913.051020083221 27245.18252738865 2649.1196880036086 135172.93386259882 34397.245976562503 112997.30215111301 -3846.4496141013124 128338.02104048297 15642.628991825064 29541.168089488638 158544.82824014695 34421.87728794643 -10445.554864979398
leaf_weight=2216173 1825104 676 2888 95 9468 2543 986 1554 2367 63 3617 24 145 754 343 1019 1189 92 87 1115 83 95 73 390 88 97 55 67 42 2512
leaf_count=2216173 1825104 676 2888 95 9468 2543 986 1554 2367 63 3617 24 145 754 343 1019 1189 92 87 1115 83 95 73 390 88 97 55 67 42 2512
internal_value=0 28.0309 1588.89 504.105 -2526.64 -9983.89 4913.79 7152.21 -22358.4 72708.6 6204.46 -513.493 10704.3 15335.1 19457.9 38680.6 10351.4 -2562.31 20729.3 13307.6 55301.1 26702.7 30723.4 14760.8 79571 57447.9 93073.3 73666.1 110718 -2534.72
internal_weight=0 2.2487e+06 32527 29639 17566 8098 12073 11087 3043 158 10929 4384 6545 4991 4237 1362 2875 1281 1594 1398 283 767 743 560 183 170 138 196 109 5055
internal_count=4073804 2248700 32527 29639 17566 8098 12073 11087 3043 158 10929 4384 6545 4991 4237 1362 2875 1281 1594 1398 283 767 743 560 183 170 138 196 109 5055
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=31
num_cat=0
split_feature=4 6 6 1 0 4 1 6 0 1 6 6 4 6 6 1 1 1 6 0 3 6 7 4 1 3 0 6 3 3
split_gain=3.98348e+11 5.93959e+12 1.18163e+13 9.44479e+12 8.37811e+12 8.34298e+12 1.49751e+13 1.32131e+13 9.47909e+12 8.92907e+12 1.03581e+13 1.26113e+13 1.11515e+13 1.6412e+13 1.04666e+13 3.59311e+13 1.26753e+13 1.17144e+13 1.16801e+13 9.50638e+12 9.05284e+12 8.72298e+12 1.46915e+13 3.82798e+13 1.28929e+13 1.31212e+13 1.29958e+13 1.15757e+13 1.36101e+13 2.96288e+13
threshold=28.500000000000004 56.805000000000007 56.505000000000003 37.631035900000008 55.676890650000011 31.500000000000004 37.374856000000008 51.405000000000008 55.728148450000006 37.503969450000007 42.875000000000007 40.610000000000007 36.500000000000007 42.605000000000011 38.995000000000012 37.543519500000009 37.768783500000005 37.618684050000006 35.705000000000005 55.791814000000009 2.5000000000000004 39.995000000000012 6.0000000000000009 32.500000000000007 37.475446350000006 16.500000000000004 55.840017500000009 41.505000000000003 31.500000000000004 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 5 -4 -5 -2 7 8 -7 20 11 14 13 -13 17 19 -17 18 -11 -16 -8 24 23 -23 -22 -26 -27 -25 29 -29
right_child=1 -3 3 4 -6 6 9 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 22 -24 27 25 26 -28 28 -30 -31
leaf_value=2.8150733576516598 -4454.5079911782504 1102.2041665818049 -38302.456266814981 54464.943033854164 -24804.125416666669 40836.469108072924 54215.082326600612 -34158.361252922099 -7633.2647770850053 401.67266385577415 4268.8344434850105 -9660.4673183263458 40287.282454805594 -73003.625541759684 24673.740676658741 10185.820227450284 -15073.315495158007 1643.1960956823518 -25295.338440846786 73891.557356413119 7784.0299800257535 129045.18366935484 -2401.0971256157568 -62945.987578125001 71229.131371911775 -56747.985488281251 38908.18490812341 10643.343005496939 -31302.005762881327 136883.6590692935
leaf_weight=4041054 5696 15172 151 24 30 42 41 193 1026 323 3510 1567 43 42 69 550 311 1663 391 91 372 31 1084 20 77 20 49 97 42 23
leaf_count=4041054 5696 15172 151 24 30 42 41 193 1026 323 3510 1567 43 42 69 550 311 1663 391 91 372 31 1084 20 77 20 49 97 42 23
internal_value=0 -347.355 -1598.5 -25466.5 10426.6 -1316.86 213.669 -10078.6 -5727.15 1459.69 96.3523 -2803.73 -9970.79 -11313.9 680.67 9148.89 1062.02 -2956.71 -13670.5 52666.4 7747.52 6697.84 2316.68 26326.4 17667.7 42850.6 11181.8 8830.35 17691.6 34839.4
internal_weight=0 32750 17578 205 54 17373 11677 1261 1068 10416 8560 5050 1652 1609 3398 1021 861 2377 714 160 1856 1815 1297 213 518 146 69 182 162 120
internal_count=4073804 32750 17578 205 54 17373 11677 1261 1068 10416 8560 5050 1652 1609 3398 1021 861 2377 714 160 1856 1815 1297 213 518 146 69 182 162 120
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=31
num_cat=0
split_feature=4 6 7 3 6 3 5 6 7 6 6 0 6 3 3 0 3 6 3 1 3 3 6 0 6 6 6 3 3 3
split_gain=4.17173e+11 4.6338e+12 7.87506e+12 3.86037e+12 2.46389e+12 1.89294e+12 2.31629e+12 3.77248e+12 6.33433e+12 1.47969e+13 6.5476e+12 3.80054e+12 3.3893e+12 6.23509e+12 8.30653e+12 5.39306e+12 3.90448e+12 6.22303e+12 3.16611e+12 2.79082e+12 8.30171e+12 1.6939e+13 3.78994e+12 2.70707e+12 2.23325e+12 7.99439e+12 2.63046e+12 4.371e+12 3.84325e+12 4.03397e+12
threshold=37.500000000000007 82.00500000000001 6.0000000000000009 19.500000000000004 80.030000000000015 6.5000000000000009 1.5000000000000002 53.005000000000003 6.0000000000000009 44.820000000000007 37.705000000000005 55.753967500000009 57.715000000000011 31.500000000000004 23.500000000000004 55.834019500000004 8.5000000000000018 61.025000000000006 23.500000000000004 37.586700500000006 24.500000000000004 15.500000000000002 63.415000000000006 55.812023600000011 48.025000000000013 51.805000000000007 40.905000000000008 23.500000000000004 13.500000000000002 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 4 3 -3 5 -2 7 8 9 10 -7 -9 13 14 -8 16 -14 -18 -12 22 21 -21 -19 24 26 -26 28 -28 -10 -30
right_child=1 2 -4 -5 -6 6 12 11 23 -11 18 -13 15 -15 -16 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.60902324514508344 -9125.1256546926288 -85957.295976562498 -2065.0874131944447 -27519.79893329327 24550.132880859375 49734.018135209517 -26943.850480769233 -10444.504380014781 -34902.280803571426 97370.121651785725 15854.444389204546 -57784.821732954544 42800.857456752237 -59143.239843750001 43725.815948275864 52383.90904017858 46726.930393145165 -24857.264861188618 -32050.112551797403 28477.9199388587 9215.3616165675467 -80805.585446579396 15493.465678074048 -32377.367802159926 -48859.551913060903 19803.689251302087 42246.004918077262 -6379.4205463610197 25442.922732116698 -8016.0856778403586
leaf_weight=4072329 219 20 90 26 40 22 39 74 35 21 22 22 28 21 29 28 31 28 37 23 89 37 138 34 39 30 36 38 50 129
leaf_count=4072329 219 20 90 26 40 22 39 74 35 21 22 22 28 21 29 28 31 28 37 23 89 37 138 34 39 30 36 38 50 129
internal_value=0 -1681.45 -19268.5 -52927.4 104.84 -647.901 1071.09 -3157.23 374.344 22567.3 3173.98 -21293.3 6143.35 -11514.3 3194.68 10052.6 6883.44 3976.83 -14187.4 -230.325 -10165.4 -38913.6 8687.32 -5415.12 -2847.29 -19006 1024.06 17276.2 -4595.84 1330.01
internal_weight=0 1475 136 46 1339 1299 1080 589 493 102 81 96 491 89 68 402 374 346 59 315 149 60 166 391 357 69 288 74 214 179
internal_count=4073804 1475 136 46 1339 1299 1080 589 493 102 81 96 491 89 68 402 374 346 59 315 149 60 166 391 357 69 288 74 214 179
is_linear=0
shrinkage=0.1


Tree=4260
num_leaves=31
num_cat=0
split_feature=6 5 1 1 4 6 4 4 1 1 0 1 1 7 6 4 3 6 3 0 4 1 6 2 2 1 1 0 3 1
split_gain=3.93248e+11 4.92171e+12 1.32503e+13 3.47618e+13 2.52221e+13 3.00083e+13 5.5081e+13 4.89566e+13 5.21843e+13 3.9494e+13 3.18684e+13 3.18587e+13 2.54113e+13 2.79248e+13 2.42016e+13 2.17194e+13 2.11066e+13 2.27516e+13 4.37904e+13 5.43805e+13 3.44851e+13 4.17484e+13 3.2505e+13 6.40843e+13 3.67635e+13 2.85205e+13 2.72687e+13 3.61012e+13 4.10349e+13 3.45465e+13
threshold=83.010000000000005 2.5000000000000004 38.927872750000006 38.948208550000011 9.5000000000000018 86.920000000000016 16.500000000000004 27.500000000000004 37.488790500000007 37.843405600000004 59.950512650000007 37.682335600000009 30.315889700000003 6.0000000000000009 85.020000000000024 15.500000000000002 6.5000000000000009 93.050000000000011 5.5000000000000009 59.939085000000013 5.5000000000000009 38.166910000000009 90.045000000000016 2632.5000000000005 75.000000000000014 20.507515800000004 30.315889700000003 59.905532300000012 5.5000000000000009 33.882313700000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 10 9 -9 11 -6 -8 13 14 -12 -4 17 20 -19 -20 22 25 24 -24 -2 -22 -27 28 29 -28
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 12 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=9.5419032454572292 -125185.45318033855 15.605033985194209 -225.85096445635332 -291.91273486703125 -23581.98654937364 -3360.1447212803014 4515.5982516127187 1990.0217499999999 -204449.28997395834 -35461.58110935631 -197835.27378791361 58456.312237595419 -38022.374294374044 -30461.302428556748 -82407.133653846162 53654.856318757978 21115.010144140626 -5100.3235670752283 -33401.286364293985 -207634.89361413044 -63378.66370271382 -58819.961431525742 187665.25536684785 6578.8700409405055 -12263.781663158521 50086.570153450739 165963.04981282551 -6908.9526233791084 -30529.809588068183 41541.43351417518
leaf_weight=3722681 30 319995 121 19686 802 4535 667 25 24 209 34 131 164 38 39 196 500 1710 81 23 38 68 23 130 740 307 24 388 77 318
leaf_count=3722681 30 319995 121 19686 802 4535 667 25 24 209 34 131 164 38 39 196 500 1710 81 23 38 68 23 130 740 307 24 388 77 318
internal_value=0 -101.165 -1301.56 237.086 -4068.08 -7960.9 -17742.6 -1514.04 -99123.1 3235.56 -33654.8 13370.5 -63030.8 -99980.2 -136168 33088.4 1755.86 -690.325 -8932.01 -71933.7 6286.07 17319.9 -8298.17 33801 -16663.3 21814.2 24720.3 15070.4 35423.6 50272.8
internal_weight=0 351123 31128 20003 11125 6668 2133 1056 49 1007 1077 798 275 111 73 317 4457 3957 1814 104 2143 1220 923 153 770 1152 1114 807 419 342
internal_count=4073804 351123 31128 20003 11125 6668 2133 1056 49 1007 1077 798 275 111 73 317 4457 3957 1814 104 2143 1220 923 153 770 1152 1114 807 419 342
is_linear=0
shrinkage=0.1


Tree=4261
num_leaves=31
num_cat=0
split_feature=3 7 6 6 6 1 4 6 6 6 6 3 0 3 0 2 6 6 1 6 0 1 5 6 0 0 0 3 7 1
split_gain=4.00666e+11 2.80002e+12 7.00806e+12 1.33033e+13 1.06918e+13 7.40583e+12 4.01163e+12 3.54618e+12 2.1454e+12 5.32427e+12 2.37887e+12 2.00006e+12 3.40861e+12 8.80617e+11 7.25692e+12 4.48753e+12 4.92258e+12 6.0228e+12 2.27264e+12 5.79426e+12 4.9902e+12 4.07256e+12 5.11222e+12 3.32711e+12 3.63721e+12 4.90468e+12 2.48569e+12 1.2911e+12 1.03926e+13 1.04425e+13
threshold=33.500000000000007 6.0000000000000009 118.04500000000002 73.41500000000002 54.990000000000002 37.534144550000008 37.500000000000007 114.05000000000001 42.875000000000007 36.905000000000008 77.565000000000012 35.500000000000007 55.759969450000007 32.500000000000007 55.883833400000007 75.000000000000014 43.605000000000011 59.025000000000013 37.618684050000006 40.205000000000005 55.834019500000004 37.534144550000008 1.5000000000000002 46.010000000000012 55.806294650000005 55.721784200000009 55.721784200000009 31.500000000000004 6.0000000000000009 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -5 8 9 -3 11 12 -10 27 18 16 -16 -18 19 -15 21 22 -21 26 25 -25 -20 -1 29 -29
right_child=1 7 -4 6 -6 -7 -8 -9 10 -11 -12 -13 -14 14 15 -17 17 -19 23 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.55628029332605611 -32747.562966229838 -14259.360695722027 62484.515364583342 -53695.425919596353 71471.738013392867 32371.079516601563 -2146.6687330979566 -42684.799431818188 -48240.03012824781 44349.646680081278 13031.441113281251 6987.1555410879637 -3442.6826506696434 -35039.702875000003 -7619.946979166667 -1001.1658043686225 -97893.394034090918 -27407.213252314818 -12502.779661107947 85427.218601190485 -10747.627642697706 9759.3767766354704 24497.360598144533 -1810.3243527434593 16797.876262019232 -49300.582073419748 25876.956232638891 -45113.549843749999 8950.8463640132923 23118.410583496094
leaf_weight=4072128 31 31 24 36 35 40 26 22 33 31 40 27 35 25 30 49 22 27 27 21 49 67 40 43 26 44 45 75 643 32
leaf_count=4072128 31 31 24 36 35 40 26 22 33 31 40 27 35 25 30 49 22 27 27 21 49 67 40 43 26 44 45 75 643 32
internal_value=0 3122.11 11937.3 4716.25 26237.5 3939 -32078.2 -4606.26 -353.833 15045.1 -7425.96 -16039.6 -25182.6 -0.31502 -4135.19 -24775.8 -39522.1 -59054.1 2691.68 10025.3 16390.5 26779.3 45473.2 -5315.87 -16020.6 -25828.4 11484.6 0.207819 4148.89 -24707.7
internal_weight=0 411 192 168 106 71 62 219 197 62 135 95 68 4.07339e+06 515 128 79 49 387 202 177 128 61 185 113 87 72 4.07288e+06 750 107
internal_count=4073804 411 192 168 106 71 62 219 197 62 135 95 68 4073393 515 128 79 49 387 202 177 128 61 185 113 87 72 4072878 750 107
is_linear=0
shrinkage=0.1


Tree=4262
num_leaves=31
num_cat=0
split_feature=4 6 7 3 6 3 5 0 1 5 1 3 0 3 3 6 6 6 1 3 3 3 6 6 1 3 6 6 1 6
split_gain=4.02587e+11 3.41945e+12 6.01643e+12 3.59725e+12 2.01915e+12 1.5141e+12 3.0079e+12 6.03322e+12 1.02493e+13 3.42559e+12 4.55933e+12 5.08057e+12 5.61412e+12 3.97063e+12 3.37312e+12 3.94135e+12 7.40599e+12 3.65086e+12 4.32829e+12 3.88652e+12 3.02724e+12 2.97317e+12 6.34902e+12 2.69276e+12 4.14896e+12 3.26637e+12 2.67111e+12 2.54237e+12 2.26783e+12 3.24404e+12
threshold=37.500000000000007 82.00500000000001 6.0000000000000009 22.500000000000004 80.030000000000015 9.5000000000000018 1.5000000000000002 55.834019500000004 37.543519500000009 2.5000000000000004 37.755233900000007 30.500000000000004 55.743464250000009 23.500000000000004 29.500000000000004 49.485000000000007 46.010000000000012 40.490000000000002 37.543519500000009 22.500000000000004 19.500000000000004 14.500000000000002 58.755000000000003 47.420000000000009 37.755233900000007 33.500000000000007 39.025000000000013 63.855000000000011 37.755233900000007 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 4 3 -3 5 28 14 9 -9 10 11 12 -8 -11 15 16 17 18 -7 -19 -12 -17 -23 24 -16 -26 -20 -24 -2 -30
right_child=1 2 -4 -5 -6 6 7 8 -10 13 20 -13 -14 -15 23 21 -18 19 26 -21 -22 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=0.5982797219296373 -11661.035821634929 -71809.486233398435 -1722.7808680555554 -15667.885763113838 22012.048170166017 25630.421918845663 13264.860651461284 1904.221005544355 91151.269957386365 -44490.388941271551 -40321.937125000004 -25900.655085937502 56936.337874788849 224.7508498418899 -19958.280362955731 6996.4676120923923 45529.038496767243 -57135.117022235579 -19888.958068704043 -10480.389817194353 898.96842237903229 -71443.574663254316 14822.798297119141 31254.905792682926 52428.898750000008 -1790.3979296875002 9059.2044299555764 -29871.447795758926 -7358.82358490566 33792.447239583336
leaf_weight=4072329 240 25 90 21 40 49 144 31 22 29 25 25 37 63 48 23 29 26 85 57 62 29 20 41 20 25 51 35 53 30
leaf_count=4072329 240 25 90 21 40 49 144 31 22 29 25 25 37 63 48 23 29 26 85 57 62 29 20 41 20 25 51 35 53 30
internal_value=0 -1651.79 -16759.7 -46179.6 -117.312 -798.74 1165.3 7317.93 38950.2 2963.36 8249 16355.7 22192.2 -13870.2 -3843.72 -8403.95 -2475.44 -7669.95 147.831 -25095.1 -10946.1 -24859.7 -33582.2 9905.01 492.694 22307.1 -9033.4 -13619 -6733.41 7515.13
internal_weight=0 1475 136 46 1339 1299 976 438 53 385 293 206 181 92 538 404 297 268 185 83 87 107 84 134 93 45 136 55 323 83
internal_count=4073804 1475 136 46 1339 1299 976 438 53 385 293 206 181 92 538 404 297 268 185 83 87 107 84 134 93 45 136 55 323 83
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=31
num_cat=0
split_feature=1 1 6 4 0 0 5 6 4 0 3 6 4 0 0 0 0 3 3 6 6 4 0 6 6 6 3 4 6 6
split_gain=3.88682e+11 7.16733e+12 1.20769e+13 1.55509e+13 1.62933e+13 3.31689e+13 5.66452e+13 7.59974e+13 6.2783e+13 6.17142e+13 3.34168e+13 3.0118e+13 5.94132e+13 4.59008e+13 2.45604e+13 2.32287e+13 3.41733e+13 2.62977e+13 2.37066e+13 7.94412e+13 7.53762e+13 6.54131e+13 1.85768e+13 4.43666e+13 3.29605e+13 1.97796e+13 1.85325e+13 1.64868e+13 2.03521e+13 1.56716e+13
threshold=38.166910000000009 38.247071200000008 58.305000000000007 4.5000000000000009 55.579943700000008 55.812023600000011 2.5000000000000004 60.910000000000004 18.500000000000004 56.288960650000007 10.500000000000002 82.00500000000001 13.500000000000002 56.288960650000007 56.324067350000007 55.866549750000011 56.342669500000007 13.500000000000002 3.5000000000000004 72.020000000000024 64.405000000000015 8.5000000000000018 55.568628050000008 79.015000000000015 94.02500000000002 62.625000000000007 9.5000000000000018 22.500000000000004 108.05000000000001 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 22 27 7 -7 9 -9 -10 15 13 -13 -11 -8 17 18 19 -17 21 -20 23 29 25 -24 -26 28 -6 -5
right_child=1 -3 3 4 5 6 11 8 10 14 -12 12 -14 -15 -16 16 -18 -19 20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=48.326065270470714 -511.92695817804253 -8.0428292203138874 -23685.895211956609 -7804.637092021786 -20305.581109778712 -43086.314502631292 35811.715232747396 19855.488896780305 62063.424552556819 254164.2071875 -67764.857799899197 -2697.6498161764707 -98337.02197265625 155338.603359375 132407.32693201012 -74910.578969476162 3325.6950108232168 45069.131917317711 -143425.24990234376 144210.13720238095 -158658.40936180321 87113.51252746582 45104.31884936952 -69518.190632440484 41021.119879261365 348.69640008362978 144860.01950000002 69579.616464843755 -122002.75045898439 34812.624986172566
leaf_weight=1181580 11789 2876335 482 365 1224 72 60 33 55 30 31 34 24 40 37 78 174 24 20 21 74 32 114 105 55 738 25 20 20 113
leaf_count=1181580 11789 2876335 482 365 1224 72 60 33 55 30 31 34 24 40 37 78 174 24 20 21 74 32 114 105 55 738 25 20 20 113
internal_value=0 -19.743 -2137.78 -6812.71 -4564.82 -10260.6 5154.18 44146.5 77914 131792 15264.9 -12160.8 38385.1 82727.4 186925 -22416.5 -30675.8 -54435.9 -65049.8 -28430.4 -93822.2 -1555.24 3341.66 -10659.1 12099.7 6337.12 73470.8 -20492.5 -21940.6 2270.15
internal_weight=0 2.89222e+06 15889 4100 3618 2103 839 258 186 100 86 581 98 74 67 483 423 249 225 99 126 52 1515 583 932 852 80 1264 1244 478
internal_count=4073804 2892224 15889 4100 3618 2103 839 258 186 100 86 581 98 74 67 483 423 249 225 99 126 52 1515 583 932 852 80 1264 1244 478
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=31
num_cat=0
split_feature=4 5 2 5 1 1 1 4 3 6 1 7 3 2 2 1 1 0 0 6 4 6 4 0 6 1 5 4 5 6
split_gain=3.8427e+11 2.48335e+12 6.49514e+12 1.18596e+13 3.30527e+13 7.61213e+12 1.97093e+13 1.54312e+13 2.13214e+13 1.83828e+13 8.64332e+12 8.68691e+12 1.39136e+13 2.1423e+13 1.7104e+13 1.53631e+13 1.46906e+13 8.72017e+12 1.30047e+13 9.02616e+12 8.47276e+12 7.72458e+12 7.23167e+12 1.97877e+13 6.67013e+12 7.56245e+12 3.79088e+12 3.52489e+12 2.84368e+12 6.72096e+12
threshold=5.5000000000000009 5.5000000000000009 2632.5000000000005 6.5000000000000009 37.768783500000005 30.345769800000003 38.247071200000008 4.5000000000000009 2.5000000000000004 138.05000000000004 39.038055050000004 6.0000000000000009 2.5000000000000004 4556.0000000000009 4829.0000000000009 50.815483650000004 47.386825600000002 44.046956350000009 53.379556850000007 142.05000000000004 3.5000000000000004 168.45000000000002 3.5000000000000004 59.699368850000006 134.05000000000004 30.370944000000005 6.5000000000000009 2.5000000000000004 3.5000000000000004 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 22 8 -4 -9 -8 12 14 15 17 16 26 -12 19 -19 -16 -11 27 -24 -25 -26 -14 -7 -1 -30
right_child=-2 2 5 -5 -6 6 10 9 -10 21 11 -13 13 -15 20 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=21.914287279628791 -19.204460340398043 -145038.69081250002 92448.724337635867 13104.744394003379 10648.867604166668 30442.130245535718 -73483.927031250001 -117510.38310185185 -30810.350347222226 16497.882021799396 40391.042149939909 -58576.446847098217 40331.377984375002 115117.64318181819 -30503.581129807695 78163.614790482956 -85305.772301136371 -8009.8257226562509 33344.936077008926 -103015.90984375001 -114824.45475852274 -55962.981082589286 135788.24620535714 65010.614022090522 37162.449270833335 -41080.642540922621 -15923.050339673915 -26224.269938858699 1175.8858716358282 -4158.8748622977846
leaf_weight=1102205 2928705 25 23 37 30 21 20 27 36 31 39 28 25 22 26 22 22 20 28 20 22 28 21 29 30 21 23 23 39684 2511
leaf_count=1102205 2928705 25 23 37 30 21 20 27 36 31 39 28 25 22 26 22 22 20 28 20 22 28 21 29 30 21 23 23 39684 2511
internal_value=0 49.1173 -5909.53 -30669.8 -60118.2 -2156.73 4116.94 -22145.9 17239.8 -49166.4 -9852.18 -5567.21 -49.5241 26469.4 -19553.8 5270.94 -17638.2 2695.27 -18924.4 -55512.9 -69150.6 -17890.3 34656.3 49396.4 26718.6 4944.71 13376.1 821.057 52.7569 858.417
internal_weight=0 1.1451e+06 699 92 55 607 462 145 59 86 317 297 269 114 155 92 70 107 68 40 48 59 145 101 80 51 48 44 1.1444e+06 42195
internal_count=4073804 1145099 699 92 55 607 462 145 59 86 317 297 269 114 155 92 70 107 68 40 48 59 145 101 80 51 48 44 1144400 42195
is_linear=0
shrinkage=0.1


Tree=4265
num_leaves=31
num_cat=0
split_feature=6 4 6 2 2 5 1 1 4 4 0 6 4 4 2 0 0 4 7 1 3 6 1 1 1 0 0 1 6 0
split_gain=3.53276e+11 4.43567e+12 1.64764e+13 3.23497e+13 2.45644e+13 2.3462e+13 1.7646e+13 1.81614e+13 3.27363e+13 4.36794e+13 2.85529e+13 5.44296e+13 2.16326e+13 1.7752e+13 1.96461e+13 1.81466e+13 1.70801e+13 2.13333e+13 4.12705e+13 2.33388e+13 1.77579e+13 1.3897e+13 2.47251e+13 2.14465e+13 1.67023e+13 1.61373e+13 1.70946e+13 2.31995e+13 1.96623e+13 3.54387e+13
threshold=54.010000000000012 18.500000000000004 54.990000000000002 75.000000000000014 451.00000000000006 2.5000000000000004 30.277905650000005 30.315889700000003 15.500000000000002 16.500000000000004 59.950512650000007 54.410000000000004 9.5000000000000018 17.500000000000004 2892.5000000000005 59.982409200000006 55.783232450000007 14.500000000000002 6.0000000000000009 37.957884500000006 9.5000000000000018 54.990000000000002 37.631035900000008 37.475446350000006 37.488790500000007 55.660117850000006 55.840017500000009 37.442254400000003 54.410000000000004 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 10 -10 11 -8 -12 -9 15 -15 17 18 -5 -20 -18 22 23 25 -25 -3 27 28 29 -27
right_child=1 21 -4 4 5 -7 7 13 9 -11 12 -13 -14 14 -16 -17 20 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-24.60072420249891 14403.731654811663 33387.208576579673 64.368819651827536 -7510.5788950583419 -8267.5266511705177 -5039.5692697668592 25282.064179180197 6701.6577353693156 -96432.715273437498 52294.2850761218 39515.243871527782 154851.90873325893 -81481.619957386371 -22686.945606035057 2400.9865948106685 -103965.54604492188 -3564.5673027582875 -1938.1772480582049 -65300.580596368964 5258.4030496162286 29249.50702366505 -239.13227468899532 1338.3029465769232 -91833.797313262199 -25265.238200950218 106077.97262228263 -5272.6088668288476 52079.142199337126 -55357.782467463345 -28356.678522233316
leaf_weight=2399345 2206 91 1399346 541 900 2790 77 9728 40 39 45 56 22 194 418 32 827 835 264 57 206 250372 2753 41 467 23 1712 33 211 133
leaf_count=2399345 2206 91 1399346 541 900 2790 77 9728 40 39 45 56 22 194 418 32 827 835 264 57 206 250372 2753 41 467 23 1712 33 211 133
internal_value=0 35.2506 104.368 3007.99 1535.38 3190.45 5178.3 6314.46 31491.7 -23010.5 53020.1 79837.8 -215.07 5637.21 -10441.9 -34195.4 -7158.87 -13330.1 -24365.3 -52771.4 2979.19 -348.011 -5337.06 -12115.8 -30637.9 -7844.76 -9621.32 -28233.8 -35455.4 -8536.19
internal_weight=0 1.67446e+06 1.41862e+06 19277 17071 14341 11551 10651 279 79 200 133 67 10372 644 226 2730 1697 862 321 1033 255836 5464 2711 508 2203 2112 400 367 156
internal_count=4073804 1674459 1418623 19277 17071 14341 11551 10651 279 79 200 133 67 10372 644 226 2730 1697 862 321 1033 255836 5464 2711 508 2203 2112 400 367 156
is_linear=0
shrinkage=0.1


Tree=4266
num_leaves=31
num_cat=0
split_feature=2 6 6 1 1 6 0 0 1 0 3 1 5 7 3 6 2 4 0 0 1 3 4 4 1 0 3 6 6 3
split_gain=3.92596e+11 3.36407e+12 1.60814e+13 1.71772e+13 2.45463e+13 3.27839e+13 5.11435e+13 5.79284e+13 3.00284e+13 2.63001e+13 2.51288e+13 2.59867e+13 2.40273e+13 2.60912e+13 3.70862e+13 3.31089e+13 3.63097e+13 2.71097e+13 2.85686e+13 4.8915e+13 5.02283e+13 4.72393e+13 2.59145e+13 2.41959e+13 2.89585e+13 2.39356e+13 2.82236e+13 3.87648e+13 2.48535e+13 7.99715e+13
threshold=451.00000000000006 79.015000000000015 74.615000000000009 37.682335600000009 37.425454150000007 78.605000000000004 55.721784200000009 55.60524465000001 37.563506350000004 55.93962770000001 1.5000000000000002 37.517483500000004 2.5000000000000004 6.0000000000000009 22.500000000000004 77.565000000000012 75.000000000000014 16.500000000000004 55.79439725000001 55.649510000000014 37.331232350000008 3.5000000000000004 15.500000000000002 5.5000000000000009 37.318079750000003 55.866549750000011 1.5000000000000002 76.605000000000004 75.010000000000005 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 2 -1 4 9 10 7 8 -7 12 11 -6 25 14 15 16 17 18 19 20 -14 -21 -22 -18 -25 26 27 -4 29 -28
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 23 -19 -20 21 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=33.663577546118574 -13.862870684531476 -647.71543648089391 -26402.633260995372 -530.76117442700092 14931.82792915676 50706.150963134773 5568.2295609029134 111109.61958960556 -26330.645935388515 19666.701793814995 7542.4133701188593 -31894.434937916434 -56499.201269531251 10130.668673823922 110903.87213541668 -23143.478215705225 -21346.555892150045 -21524.65757999121 59990.853941572474 11234.959263392857 147325.81482142859 -169368.55182291669 4632.4603125000003 44017.521434772942 3642.9899727957595 51170.665625000001 117119.71742527174 157281.10750000001 -37758.380567249646 -45584.863716264204
leaf_weight=592537 3396489 59637 27 10265 184 160 480 123 74 592 7735 333 36 1670 27 857 146 764 94 28 35 30 20 347 364 46 46 20 550 88
leaf_count=592537 3396489 59637 27 10265 184 160 480 123 74 592 7735 333 36 1670 27 857 146 764 94 28 35 30 20 347 364 46 46 20 550 88
internal_value=0 69.5173 138.766 2615.89 4787.19 8028.49 26886.2 55549 26344.1 -303.557 6115.75 -15229 -2579.28 272.77 -5718.02 -6875.24 604.312 -12271.2 16822 -10412.1 35330.6 -82180.6 95437.3 15733.4 23347.6 -18796 -23198.8 51760.7 -28349.5 10268.9
internal_weight=0 677315 617678 25141 14876 9089 837 357 234 5787 8252 517 5195 4418 2748 2721 1864 1007 243 149 91 58 55 857 711 777 731 47 684 134
internal_count=4073804 677315 617678 25141 14876 9089 837 357 234 5787 8252 517 5195 4418 2748 2721 1864 1007 243 149 91 58 55 857 711 777 731 47 684 134
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=31
num_cat=0
split_feature=1 5 5 6 4 6 6 6 3 4 7 4 6 6 6 0 5 5 1 6 6 4 0 1 3 0 4 0 0 0
split_gain=3.80089e+11 3.87544e+12 3.26202e+12 1.23656e+13 1.79501e+13 2.64645e+13 2.87776e+13 3.25538e+13 3.27345e+13 2.14249e+13 1.78587e+13 3.84732e+13 1.94519e+13 2.64138e+13 2.56386e+13 2.48836e+13 2.5917e+13 1.94639e+13 1.9398e+13 1.76941e+13 4.05512e+13 2.79623e+13 3.64865e+13 1.95871e+13 1.85077e+13 1.7405e+13 1.64352e+13 2.00668e+13 3.59788e+13 3.82084e+13
threshold=30.260128500000004 5.5000000000000009 2.5000000000000004 64.015000000000015 17.500000000000004 65.805000000000021 66.50500000000001 69.605000000000004 3.5000000000000004 23.500000000000004 6.0000000000000009 19.500000000000004 86.030000000000015 130.05000000000004 84.00500000000001 60.028671700000011 3.5000000000000004 3.5000000000000004 30.242318500000007 76.605000000000004 73.995000000000019 23.500000000000004 59.939085000000013 30.226173900000003 12.500000000000002 59.990753350000013 9.5000000000000018 59.950512650000007 59.91832440000001 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 26 -6 -7 8 -8 -10 11 12 14 15 -9 17 -17 -14 -16 20 -12 22 -22 24 -23 -4 -5 28 29 -28
right_child=-2 -3 3 4 5 6 7 10 9 -11 19 -13 13 -15 18 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-106.30655257322329 -5.6287093317595316 32096.374989720396 2531.8243543770959 1284.4616687232287 89654.773946896123 -88305.394187973492 -33700.258175223214 33360.60631302814 54801.671201869416 183560.23164062502 -20669.618109968596 3796.6938101271953 100195.11965013586 -51239.442116477272 949.27942405523265 -25345.175927734377 93055.192645474148 2622.7354654947922 -112827.01610054349 -5766.9716947750485 24036.513301365812 -25384.167773437501 -117186.66063988095 86470.626065191696 93461.417675781253 16422.980868867246 353.76625301622545 -10396.043211140073 22008.763132406777 -26003.293707135192
leaf_weight=104202 3940012 38 4583 10543 37 33 21 196 28 24 204 1815 138 22 43 51 29 24 23 1996 142 38 21 119 20 1123 3487 3518 621 653
leaf_count=104202 3940012 38 4583 10543 37 33 21 196 28 24 204 1815 138 22 43 51 29 24 23 1996 142 38 21 119 20 1123 3487 3518 621 653
internal_value=0 165.759 156.687 1084.02 83.3896 5393.88 4768.72 5388.71 71673.8 114229 4397.36 10698 34511.6 53668.9 15207.9 63206.1 17575 85740 -38700 -1409.68 14577.8 35726.2 5842.12 63246.5 15597.1 5265.75 -1334.09 -4668.73 -436.699 -3803.52
internal_weight=0 133792 133754 29552 23846 5024 4987 4954 73 52 4881 2341 526 264 262 242 80 162 66 2540 544 340 163 177 58 5706 18822 8279 4761 4140
internal_count=4073804 133792 133754 29552 23846 5024 4987 4954 73 52 4881 2341 526 264 262 242 80 162 66 2540 544 340 163 177 58 5706 18822 8279 4761 4140
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=31
num_cat=0
split_feature=4 1 1 6 5 6 6 0 6 0 3 2 6 6 5 3 4 0 3 3 0 0 6 4 2 6 6 0 5 6
split_gain=3.85643e+11 2.27483e+12 8.7456e+12 1.65657e+13 3.12525e+13 2.47005e+13 1.83058e+13 1.56793e+13 1.43319e+13 1.97571e+13 3.74494e+13 3.22279e+13 2.11173e+13 2.4836e+13 2.09306e+13 1.82785e+13 1.77198e+13 1.73727e+13 1.62729e+13 1.49046e+13 1.30385e+13 1.44233e+13 1.3083e+13 1.26305e+13 1.71169e+13 1.22642e+13 2.62652e+13 1.93356e+13 1.22185e+13 2.96373e+13
threshold=9.5000000000000018 37.804148700000006 37.978059650000013 66.990000000000023 1.5000000000000002 40.205000000000005 87.015000000000015 56.020150250000007 91.02500000000002 55.737027400000009 4.5000000000000009 5873.0000000000009 122.65000000000002 130.05000000000004 4.5000000000000009 3.5000000000000004 6.5000000000000009 55.834019500000004 2.5000000000000004 4.5000000000000009 55.910578700000009 54.973017600000006 88.825000000000003 4.5000000000000009 75.000000000000014 36.905000000000008 35.995000000000012 55.783232450000007 2.5000000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 28 -7 15 11 12 19 17 -14 -15 -8 -12 18 -11 -10 21 -17 -23 -3 25 26 -25 -28 29 -6
right_child=-2 2 -4 4 6 7 8 -9 9 10 16 -13 13 14 -16 20 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=190.27760912627338 28.658344080262268 3131.795612802538 -49.516465021748132 -123785.53299932065 -29837.205320638022 1928.477255665515 59493.714260864261 -9416.9817977403491 -33722.525558965775 78668.505022321435 17291.724524915542 967.66408050228858 120159.5315655048 -40556.572275641025 81429.957457386365 27870.272135416672 106473.38978794643 -42333.368820743111 -24979.453858901514 -104208.06684163412 48659.91741071429 -12672.186096561316 -113640.04270891461 4357.9233056249304 -7732.160247620347 30331.820014754587 -128466.1966045673 -13907.400433708641 -13873.238926498494 20344.499139045267
leaf_weight=367575 2181312 1786 1488718 23 180 19334 96 1300 105 28 37 396 26 39 22 39 56 127 33 42 42 33 21 1123 8249 161 26 34 2501 340
leaf_count=367575 2181312 1786 1488718 23 180 19334 96 1300 105 28 37 396 26 39 22 39 56 127 33 42 42 33 21 1123 8249 161 26 34 2501 340
internal_value=0 -33.032 -86.8599 -1622.64 -7538.54 -849.083 -6896.29 1213.68 3889.04 -1752.08 16136.6 -13875.5 -2414.69 38320.7 3438.57 26136.1 70992.5 -21265.6 22596.7 -53861.3 2415.07 -18469.7 -51937.5 -4589.58 -6027.12 4437.8 913.758 -63549.5 -10973.4 2973.91
internal_weight=0 1.89249e+06 1.52492e+06 36199 4186 32013 4163 20634 1142 911 368 543 275 87 61 231 93 188 61 147 135 93 54 11379 9593 1344 1183 60 3021 520
internal_count=4073804 1892492 1524917 36199 4186 32013 4163 20634 1142 911 368 543 275 87 61 231 93 188 61 147 135 93 54 11379 9593 1344 1183 60 3021 520
is_linear=0
shrinkage=0.1


Tree=4269
num_leaves=31
num_cat=0
split_feature=6 6 4 1 2 0 0 0 6 1 1 0 1 0 0 1 1 0 1 4 0 1 0 6 6 0 4 6 6 0
split_gain=4.32874e+11 1.80472e+12 5.616e+12 6.06087e+12 8.17023e+12 9.82411e+12 1.57789e+13 6.605e+12 6.14607e+12 6.04949e+12 5.66291e+12 8.29362e+12 9.05811e+12 6.1324e+12 7.11886e+12 7.08284e+12 1.08312e+13 7.26111e+12 7.38653e+12 7.23717e+12 7.35505e+12 1.00444e+13 6.84683e+12 8.81721e+12 6.7087e+12 6.32117e+12 5.95632e+12 5.93809e+12 5.80589e+12 7.28359e+12
threshold=34.010000000000012 32.005000000000003 9.5000000000000018 37.401708450000008 75.000000000000014 55.554045200000012 55.649510000000014 55.988910100000005 33.305000000000007 30.303340300000002 30.242318500000007 60.01610465000001 30.205407000000005 54.962581500000006 54.992080650000005 83.007653300000015 83.003420700000007 60.028671700000011 30.260128500000004 13.500000000000002 55.018166200000003 83.011163250000024 55.034466500000008 33.585000000000008 33.805000000000007 55.039488700000007 15.500000000000002 32.515000000000008 33.805000000000007 59.882709350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 11 12 26 -12 24 16 17 18 28 20 -17 -22 23 -23 -15 -24 -4 -18 29 -16
right_child=-2 2 10 -5 9 6 7 -9 -10 -11 13 -13 -14 14 15 19 27 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-50.007224259065261 -12.893017399970104 -15535.011509146341 -9999.7082766320273 1160.449027207547 3285.8722536219598 -63428.853516213298 13467.280464680991 -33728.463134354817 39917.299078525648 -2506.4219591233059 -1272.1719823287845 538.28207595217475 -20401.25114716914 13019.964719934258 -33664.990651633525 13496.602263436152 -16722.022504783163 -3993.6165059436953 758.89130779072934 8202.7700713543763 -10806.584466004515 -1695.8719784529367 -19092.891569091193 9112.3714088755514 -3663.4599718926579 -3351.0666389278713 4324.5532528004069 8406.3472758814223 -10173.412625461155 26232.121242021341
leaf_weight=358908 3522711 41 749 83551 2446 83 69 52 39 6860 28643 1858 502 834 22 290 98 3287 46100 699 1336 9230 403 822 339 695 474 2328 72 263
leaf_count=358908 3522711 41 749 83551 2446 83 69 52 39 6860 28643 1858 502 834 22 290 98 3287 46100 699 1336 9230 403 822 339 695 474 2328 72 263
internal_value=0 82.4151 329.715 887.155 -1493.87 -18202.1 -29849.2 -6815.19 11498 -983.969 -194.5 -4097.47 -9090.65 -48.0077 476.757 338.78 866.686 548.484 869.854 -1705.07 -2247.15 -2612.81 -1631.03 -812.03 8198.41 -9128.8 -4448.03 7391.27 15198.7 21608.5
internal_weight=0 551093 192185 93141 9590 284 204 121 80 9306 99044 3583 1725 95461 66818 65645 52170 49744 46457 13475 12776 12486 11150 10052 1173 1098 1223 2426 357 285
internal_count=4073804 551093 192185 93141 9590 284 204 121 80 9306 99044 3583 1725 95461 66818 65645 52170 49744 46457 13475 12776 12486 11150 10052 1173 1098 1223 2426 357 285
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=31
num_cat=0
split_feature=2 0 4 0 1 1 6 3 3 3 3 7 6 1 1 0 1 0 1 0 4 4 6 4 0 4 0 0 4 6
split_gain=3.96144e+11 8.67534e+12 2.59205e+13 3.42561e+13 1.60439e+14 8.18373e+13 7.85153e+13 4.29273e+13 3.93745e+13 3.73999e+13 2.90039e+13 2.75044e+13 4.98138e+13 2.72866e+13 7.80637e+13 8.17375e+13 5.78789e+13 1.45777e+14 9.71139e+13 8.96703e+13 1.36348e+14 6.60683e+13 6.50851e+13 6.40226e+13 6.10203e+13 4.93541e+13 5.35279e+13 7.93758e+13 5.21725e+13 4.4384e+13
threshold=36.000000000000007 55.633951400000008 9.5000000000000018 55.60524465000001 37.442254400000003 37.331232350000008 68.515000000000015 3.5000000000000004 4.5000000000000009 4.5000000000000009 2.5000000000000004 6.0000000000000009 42.875000000000007 37.618684050000006 37.702956500000006 55.622114900000007 37.503969450000007 55.554045200000012 37.517483500000004 55.595177750000005 16.500000000000004 26.500000000000004 42.605000000000011 15.500000000000002 55.60524465000001 16.500000000000004 55.568628050000008 55.579943700000008 13.500000000000002 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 3 -1 5 10 9 -8 11 -6 -5 12 -7 16 15 -15 -4 -18 19 20 23 22 -20 -19 -21 26 -24 28 -28 -30
right_child=-2 -3 13 4 6 8 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 21 24 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=1678.527681533614 8.6394752298202331 -440.73474777282263 -1423.7136064117767 26911.368802083336 15556.401103761566 31889.150265021075 -220219.62126358697 -39909.899968497986 41136.965315264533 -5951.8691271429198 -102479.86171875001 67520.698564961756 169618.36439338236 -22270.364420907623 1884.9736620887991 28198.402229999567 -3450.6460899464423 42602.777792503723 664.55836142054591 -68575.538855421692 -64925.085515873019 -6517.0381796329584 70802.278594611678 119940.50039923198 32841.988135704625 34881.868725254579 39398.76807617188 14009.936867159369 -59799.627214884029 -202722.95781250001
leaf_weight=11694 3783399 213450 36298 30 1628 38 23 31 340 1606 41 210 85 3097 5903 358 8082 168 1617 83 63 1504 136 295 208 2063 40 1189 97 28
leaf_count=11694 3783399 213450 36298 30 1628 38 23 31 340 1606 41 210 85 3097 5903 358 8082 168 1617 83 63 1504 136 295 208 2063 40 1189 97 28
internal_value=0 -112.555 797.716 4419.08 12367.5 54302.3 2878.61 -116708 65074.7 4875.42 -47807.5 89515.6 127068 -132.392 -5102.51 -17040.9 764.262 5864.06 15913.6 48456.3 73097.8 11929.9 17296.3 91878.4 3915.34 24865.6 10997.4 4990.37 -60005.2 -91814.5
internal_weight=0 290405 76955 15726 4032 744 3288 54 673 3234 71 333 123 61229 9358 3455 51871 15573 7491 817 526 6674 5170 463 291 3553 1490 1354 165 125
internal_count=4073804 290405 76955 15726 4032 744 3288 54 673 3234 71 333 123 61229 9358 3455 51871 15573 7491 817 526 6674 5170 463 291 3553 1490 1354 165 125
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=31
num_cat=0
split_feature=4 3 6 6 1 1 0 1 1 0 1 5 5 0 0 6 0 6 0 6 1 0 0 1 1 6 6 0 0 6
split_gain=4.48009e+11 2.20651e+12 4.63858e+12 1.23661e+13 1.338e+13 2.14692e+13 1.84191e+13 1.72176e+13 1.31632e+13 1.26002e+13 8.66529e+12 1.49472e+13 1.26033e+13 1.33469e+13 1.17774e+13 1.65015e+13 9.87393e+12 9.2334e+12 8.62355e+12 7.5352e+12 6.39584e+12 4.56239e+12 1.2999e+13 1.1685e+13 2.54148e+13 1.46708e+13 9.55192e+12 1.16275e+13 7.95253e+12 7.73876e+12
threshold=9.5000000000000018 8.5000000000000018 110.01500000000001 112.00500000000001 40.024897700000004 38.948208550000011 57.15297970000001 37.503969450000007 30.509101000000005 55.791814000000009 49.300375350000003 3.5000000000000004 3.5000000000000004 55.753967500000009 55.737027400000009 128.05000000000004 48.179569850000007 122.65000000000002 56.228352100000002 120.05000000000001 65.559704250000024 44.601833250000006 45.177967300000006 39.231261550000006 39.718675700000013 67.91500000000002 41.990000000000002 45.090603300000005 47.139841100000005 95.045000000000016
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 -1 21 9 5 7 10 8 -5 -4 12 14 16 -14 17 -16 -6 -12 -18 -7 -8 23 26 25 -25 -3 -23 29 -24 -28
right_child=-2 2 3 4 6 19 20 -9 -10 -11 11 -13 13 -15 15 -17 18 -19 -20 -21 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-15.683285513799568 30.888835630251034 -18011.430754876594 1615.1423527644231 -23185.605937500004 592.90046530330881 44438.138616071432 -20762.036588541669 -50710.790751689194 58406.267064587824 96727.073128255215 116894.00245768231 -9991.0624267578132 -26151.589829282409 77512.817034646738 44673.632534722223 -56655.639796875003 -99853.732765151522 37665.915694387331 -16637.340810546877 127289.58410326087 -89523.259979838724 -1737.7335251467157 -18043.482707332598 69380.074062396117 -5446.8670042230715 -97811.7431640625 7706.2833110593274 32782.252438272895 -871.66858544891045 -32473.363117327011
leaf_weight=1830206 2181312 157 26 30 34 21 24 37 58 30 24 144 27 23 45 25 33 38 20 23 31 1320 271 47 1326 27 2207 187 56002 49
leaf_count=1830206 2181312 157 26 30 34 21 24 37 58 30 24 144 27 23 45 25 33 38 20 23 31 1320 271 47 1326 27 2207 187 56002 49
internal_value=0 -35.6029 -620.919 7514.81 3554.09 27671.9 -5155.13 6525.57 30590.9 52568 2084.53 12289.7 -18474.9 21534 36596.1 8484.61 -41468.5 68334.9 -68451.3 87746.8 -59518.4 -712.456 -573.854 -6056.77 -2885.42 -29721.3 5116.41 8819.83 -954.365 6833.59
internal_weight=0 1.89249e+06 62286 693 637 169 468 125 88 56 413 276 137 50 132 70 87 62 53 44 55 61593 60036 1557 1373 184 3763 2443 56273 2256
internal_count=4073804 1892492 62286 693 637 169 468 125 88 56 413 276 137 50 132 70 87 62 53 44 55 61593 60036 1557 1373 184 3763 2443 56273 2256
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=31
num_cat=0
split_feature=6 6 0 1 3 7 1 3 3 0 1 1 0 0 3 6 7 4 1 4 2 3 2 0 3 1 5 6 0 0
split_gain=3.93872e+11 3.14826e+12 7.51568e+12 7.54004e+12 6.4113e+12 4.4648e+12 5.12493e+12 4.25112e+12 8.34294e+12 9.64727e+12 7.1146e+12 3.96591e+12 4.21968e+12 3.13696e+12 3.09311e+12 3.0456e+12 1.70109e+13 2.73108e+13 1.6658e+13 2.46622e+13 2.73403e+13 1.70575e+13 1.47338e+13 2.23532e+13 1.45892e+13 1.431e+13 2.05613e+13 2.5211e+13 2.43819e+13 3.35207e+13
threshold=39.005000000000003 39.025000000000013 54.942865800000007 82.962856350000024 2.5000000000000004 6.0000000000000009 83.002084650000015 8.5000000000000018 7.5000000000000009 55.014210500000011 83.003420700000007 82.968544750000021 54.947759400000002 55.013931500000005 2.5000000000000004 38.805000000000007 6.0000000000000009 12.500000000000002 30.345769800000003 10.500000000000002 3338.0000000000005 4.5000000000000009 75.000000000000014 55.649510000000014 5.5000000000000009 37.897576350000001 1.5000000000000002 38.995000000000012 55.791814000000009 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 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 -5 11 14 8 10 -10 -8 12 -4 -13 -7 -1 25 18 19 20 21 -18 23 -19 -21 26 27 -17 29 -28
right_child=1 -3 5 4 -6 6 7 -9 9 -11 -12 13 -14 -15 -16 16 17 22 -20 24 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=13.703497252470166 -6204.8173927745602 -11.98261294414525 -9637.4475919397864 3575.0937241498164 32592.587391618501 -2134.5219139301435 -16506.970794089073 -10267.105002275486 30726.378125000003 -2179.38669220267 -1893.3694118282228 74.963102314717062 -32926.230321180556 -9429.4211183397038 3392.6903953315159 12269.01862264247 26507.40059570313 46508.376915375527 -2808.761818106359 -47026.444559895841 3667.6850600113412 93167.310845588247 6393.7617555255474 7523.6012006011579 12252.194947076614 969.17031409641515 16569.382890236826 -6055.4593380784372 -5494.9396955217635 99006.927862215904
leaf_weight=967578 174 3043537 574 136 173 1697 394 824 157 206 2157 925 90 556 2510 815 70 238 5570 75 155 85 7281 385 93 26773 478 9532 511 55
leaf_count=967578 174 3043537 574 136 173 1697 394 824 157 206 2157 925 90 556 2510 815 70 238 5570 75 155 85 7281 385 93 26773 478 9532 511 55
internal_value=0 -17.9668 -1740.56 10445.3 19821.1 -2323.89 -1230.89 -3925.29 -2132 12052.6 -4150.43 -6372.34 -12794.1 -3493.19 1163.15 53.8127 798.475 3786.52 -1271.35 16643.7 33365.3 63062.8 7656.7 22416.7 -14211.5 -293.894 -3262.55 -4612.1 10112.7 25076.1
internal_weight=0 3.05411e+06 10573 483 309 10090 7945 3738 2914 363 2551 2145 664 1481 4207 1.01969e+06 52116 13952 6048 478 310 155 7904 623 168 38164 11391 10347 1044 533
internal_count=4073804 3054110 10573 483 309 10090 7945 3738 2914 363 2551 2145 664 1481 4207 1019694 52116 13952 6048 478 310 155 7904 623 168 38164 11391 10347 1044 533
is_linear=0
shrinkage=0.1


Tree=4273
num_leaves=31
num_cat=0
split_feature=2 1 7 6 5 1 0 1 0 0 4 4 0 4 0 1 4 0 6 6 0 6 0 0 0 6 4 4 4 4
split_gain=3.68262e+11 3.18001e+12 1.16006e+13 1.99217e+13 4.31952e+13 2.5951e+13 6.88537e+13 3.89569e+13 5.31256e+13 9.54787e+13 9.50481e+13 5.80594e+13 5.21545e+13 6.42175e+13 7.06764e+13 6.95419e+13 5.02828e+13 4.92437e+13 4.42642e+13 3.49077e+13 3.2043e+13 2.83476e+13 2.49941e+13 4.11743e+13 2.0784e+14 7.61698e+13 6.29936e+13 9.53952e+13 3.93181e+13 3.74285e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 67.91500000000002 2.5000000000000004 37.858952300000006 55.539595350000006 37.740454950000007 55.667390500000003 55.721784200000009 16.500000000000004 24.500000000000004 55.922096200000006 9.5000000000000018 55.759969450000007 37.729575300000008 7.5000000000000009 55.768246800000007 35.305000000000007 63.855000000000011 55.710673100000008 42.005000000000003 55.801384500000005 55.768246800000007 55.775215600000003 51.405000000000008 24.500000000000004 16.500000000000004 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 -1 -3 5 -5 6 -4 8 -8 10 18 19 13 14 -11 17 -16 -15 -10 -12 -20 -19 23 -7 25 -25 27 28 29 -26
right_child=-2 2 3 4 -6 22 7 -9 9 12 11 -13 -14 15 16 -17 -18 21 20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-117.04464728289484 -13.426363617577236 689.37672113584517 -27114.1249780242 -16081.187884007435 -1436.009547273025 -1582.1769166389643 6790.0157590114022 6731.6425686191669 5177.5500575086808 55641.549016816745 23823.111765354701 -20471.832560695471 -11932.050472099947 160422.64471153845 -9561.3594739245145 8209.624034406479 -116612.38064682906 11219.49476378641 -45219.002468672814 -74023.961796374206 -92422.918252515548 68019.906555175781 -7920.3316663631458 89496.216783558251 27904.786983560203 260748.67389705885 48429.11206561204 -36054.675193421193 64407.815565035635 -58666.784003363719
leaf_weight=392867 3396489 213713 776 2532 9843 24083 5161 13966 135 59 560 1238 1616 39 77 2267 102 162 582 39 191 192 5777 110 163 34 241 547 171 72
leaf_count=392867 3396489 213713 776 2532 9843 24083 5161 13966 135 59 560 1238 1616 39 77 2267 102 162 582 39 191 192 5777 110 163 34 241 547 171 72
internal_value=0 67.3284 321.976 -788.058 -4432.5 -15.2686 2244.7 3108.13 -966.43 -6481.1 -21188.1 -8105.67 2462.35 10489 -39276.6 14941.8 -70562.5 53775.7 -47655.6 17452.4 -56882.6 42026.5 -1982.87 -633.563 16440.8 129931 2753.53 -8797.17 27926.6 1380.73
internal_weight=0 677315 284448 70735 12375 58360 27162 26386 12420 7259 2745 1837 4514 2898 238 2660 179 393 908 599 773 354 31198 25421 1338 144 1194 953 406 235
internal_count=4073804 677315 284448 70735 12375 58360 27162 26386 12420 7259 2745 1837 4514 2898 238 2660 179 393 908 599 773 354 31198 25421 1338 144 1194 953 406 235
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 7 5 3 6 1 6 6 5 1 1 3 7 6 6 6 6 1 0 6 3 3 3 6 6 6
split_gain=3.86485e+11 2.22345e+12 5.97887e+13 3.5617e+13 2.48448e+13 2.05894e+13 2.09259e+13 2.17867e+13 2.35352e+13 2.02963e+13 3.40525e+13 4.45272e+13 2.89838e+13 2.6557e+13 4.08137e+13 3.92487e+13 6.09115e+13 3.27944e+13 2.60831e+13 2.60065e+13 2.26329e+13 2.21753e+13 2.63139e+13 3.24796e+13 1.84276e+13 1.78746e+13 3.83784e+13 3.10757e+13 1.75111e+13 1.64583e+13
threshold=9.5000000000000018 82.956351500000011 82.962856350000024 55.080855950000007 128.05000000000004 6.0000000000000009 2.5000000000000004 6.5000000000000009 60.910000000000004 82.93515810000001 130.05000000000004 168.45000000000002 2.5000000000000004 82.941727000000014 82.948524700000021 5.5000000000000009 6.0000000000000009 96.050000000000011 65.410000000000011 99.050000000000011 57.005000000000003 82.948524700000021 55.02095400000001 75.605000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 60.305000000000007 84.810000000000016 108.05000000000001
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 9 3 4 5 6 7 24 -9 -1 12 -12 18 20 25 17 -17 -16 -11 -19 -14 22 -20 -24 -3 -15 27 -27 -29 -28
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 14 15 16 -18 19 21 -21 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=-42.601775829820127 28.689599198450953 20542.726001360847 -46.862222089546549 -2127.6320814557293 -93505.300710227282 41413.183624905447 21142.111910677693 22566.944397351697 104933.08651842948 -1842.5888242178917 104945.56508138022 -61369.899147727272 5597.8113511029414 -2239.9809506985926 -24454.822054716697 2888.8001756255344 157637.97135416669 120674.30225000001 93727.9295957984 5787.4776377688177 -29741.531685183087 -7873.3578349186828 95039.599062499998 -74465.502403846156 2385.3204626133588 -19835.925313527961 975.06656302787167 51141.277034733474 127674.78678850445 -85471.212812500016
leaf_weight=1637092 2181312 683 233478 2264 22 244 1686 314 39 8761 60 22 221 586 1639 439 27 25 82 93 1007 78 20 26 3077 57 185 205 35 25
leaf_count=1637092 2181312 683 233478 2264 22 244 1686 314 39 8761 60 22 221 586 1639 439 27 25 82 93 1007 78 20 26 3077 57 185 205 35 25
internal_value=0 -33.068 250.132 8575.47 12570.8 12957 11759.7 7913.62 31666.9 -74.5537 -3922.73 60324.3 -4312.66 -10819 -6166.78 -13946 11855 -20789 -1015.58 30127.9 -23381.6 34156.6 59768.6 -767.632 5683.59 9655 23403.4 46538.5 62302.4 -9316.16
internal_weight=0 1.89249e+06 241807 8329 6065 6043 5799 4113 353 1.65068e+06 13593 82 13511 4544 3316 2223 466 1757 8967 118 1228 206 128 46 3760 1093 507 297 240 210
internal_count=4073804 1892492 241807 8329 6065 6043 5799 4113 353 1650685 13593 82 13511 4544 3316 2223 466 1757 8967 118 1228 206 128 46 3760 1093 507 297 240 210
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=31
num_cat=0
split_feature=0 0 1 3 6 5 4 6 4 6 3 3 6 4 1 5 2 1 6 1 6 4 6 0 4 6 6 3 4 6
split_gain=3.88812e+11 4.97079e+12 1.0857e+13 9.56788e+12 5.72054e+12 1.35144e+13 1.13002e+13 9.46051e+12 8.35597e+12 7.39343e+12 2.70721e+13 8.51582e+12 1.80174e+13 8.95008e+12 8.80349e+12 1.30012e+13 5.7175e+12 5.69249e+12 1.10982e+13 1.36002e+13 1.13282e+13 1.87778e+13 1.74319e+13 1.5991e+13 1.1311e+13 8.85996e+12 1.73368e+13 1.20504e+13 6.15875e+12 8.40789e+12
threshold=53.341100000000004 53.20799465000001 86.169282750000022 12.500000000000002 106.49500000000002 2.5000000000000004 21.500000000000004 114.05000000000001 3.5000000000000004 168.45000000000002 4.5000000000000009 5.5000000000000009 134.05000000000004 11.500000000000002 83.689608100000015 3.5000000000000004 5972.5000000000009 34.382014200000008 112.00500000000001 83.658467900000019 134.05000000000004 8.5000000000000018 120.05000000000001 53.310923100000004 6.5000000000000009 122.65000000000002 134.05000000000004 3.5000000000000004 8.5000000000000018 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -7 11 -11 17 14 -14 16 -16 -13 -10 28 25 22 -22 23 -21 -24 27 -27 -20 -19 -30
right_child=-2 2 -4 -5 5 6 7 -9 9 10 -12 12 13 -15 15 -17 -18 18 19 20 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=5.1149604725328164 -17.966672513206326 872.01410998891026 -32022.148313210229 5916.6972674264289 -66322.070125105573 38026.722776442308 93449.25669642858 -1471.8294642857145 18961.437121582032 102235.09260817309 -28207.540089081554 7738.7196303657875 -8369.9757500000014 -90017.180738146562 98035.01299579328 -2964.6546562500002 -47337.183193824407 -3485.2819531250007 30085.452678571426 -79128.901488095245 -97495.833814538055 23497.367315463362 117461.08439648438 40360.189160156253 16565.480214843752 -97617.254925271744 10314.210369318183 -49802.571875000001 -37048.287058423914 -101572.15013834636
leaf_weight=982691 3044203 42064 99 3832 37 39 21 21 32 26 41 184 25 29 26 25 21 20 35 21 23 29 25 24 20 46 22 41 46 36
leaf_count=982691 3044203 42064 99 3832 37 39 21 21 32 26 41 184 25 29 26 25 21 20 35 21 23 29 25 24 20 46 22 41 46 36
internal_value=0 53.1217 1058.79 1128.75 701.859 -7120.45 -4625.63 45988.7 -7168.45 -9380.01 22412 -12297.9 273.838 -52217.5 11346.2 48525.4 2096.8 -21577 -24920.4 -14820.3 7139.39 -30018.9 28608.6 -15401.4 72618.6 -36475 -62698.3 -13012 -53240.4 -65375.8
internal_weight=0 1.0296e+06 46910 46811 42979 915 878 42 836 797 67 730 310 54 256 51 205 420 388 286 142 52 90 45 45 144 68 76 102 82
internal_count=4073804 1029601 46910 46811 42979 915 878 42 836 797 67 730 310 54 256 51 205 420 388 286 142 52 90 45 45 144 68 76 102 82
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=31
num_cat=0
split_feature=6 1 5 1 1 3 1 5 4 4 0 1 0 0 5 4 1 5 0 4 0 0 0 0 1 3 1 1 0 4
split_gain=3.89023e+11 8.88704e+11 4.90312e+12 4.53415e+12 1.75875e+12 1.5632e+13 1.3621e+12 1.41465e+12 8.26712e+12 1.19331e+13 1.1942e+13 1.15791e+13 2.19226e+12 3.89375e+12 1.26746e+13 1.84085e+13 1.9129e+13 5.30749e+12 3.55397e+12 8.1412e+12 2.57026e+12 3.60124e+12 6.02588e+12 4.91962e+12 7.6436e+12 9.20202e+12 1.27735e+13 5.28091e+12 5.25261e+12 9.21295e+12
threshold=247.90000000000001 30.157841000000001 2.5000000000000004 30.277905650000005 30.389265100000003 5.5000000000000009 30.452677500000004 5.5000000000000009 10.500000000000002 8.5000000000000018 45.036141150000006 40.965343750000009 56.888401950000009 57.670849000000011 2.5000000000000004 7.5000000000000009 65.493200550000012 3.5000000000000004 56.818587550000011 8.5000000000000018 56.520242650000007 55.759969450000007 55.743464250000009 55.79439725000001 44.064675150000006 7.5000000000000009 43.932356550000009 92.791023150000015 56.148747500000006 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 -3 5 -5 -6 12 9 10 -9 -12 18 14 -14 16 -16 -15 20 -20 21 22 -8 -23 25 26 -25 28 29 -26
right_child=1 3 -4 4 6 -7 7 8 -10 -11 11 -13 13 17 15 -17 -18 -19 19 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.86547891485961559 -18263.074479166666 -39910.12262731482 44416.898798076931 64609.934649067538 -22792.665299479166 -47132.454278273814 1639.6089549738092 43935.284553079051 34132.077470439188 -83152.808764648449 -79947.787037037036 1609.7329480229591 -9511.1075516183028 6363.2394104369387 70438.333895596603 102950.11428571428 -62993.330189732151 -42207.921717247598 16621.625747282607 -65817.049062499995 20627.064331517075 -48209.379451778019 53112.478023097829 -18104.349897585078 70820.077680407077 26475.909285714286 -102751.3634858631 -23517.022218276514 -16524.300622106482 4912.3725423177084
leaf_weight=4070611 24 27 26 31 24 21 2042 34 37 24 27 49 70 167 22 35 21 26 23 25 66 29 23 118 38 35 21 33 27 48
leaf_count=4070611 24 27 26 31 24 21 2042 34 37 24 27 49 70 167 22 35 21 26 23 25 66 29 23 118 38 35 21 33 27 48
internal_value=0 1103.36 14330.5 892.939 1246.5 19483.2 936.996 1124.34 -7711.66 -19265.5 -5326.49 -27364.6 1650.98 9177.46 21380.1 49103 5274.03 -180.026 635.743 -26315.2 1157.37 625.062 2212.91 -8770.11 -5195.93 -19353.1 -30892.7 11676.3 21954 34034.4
internal_weight=0 3193 50 3143 3116 52 3064 3040 171 134 110 76 2869 341 148 78 43 193 2528 48 2480 2414 2065 349 320 174 139 146 113 86
internal_count=4073804 3193 50 3143 3116 52 3064 3040 171 134 110 76 2869 341 148 78 43 193 2528 48 2480 2414 2065 349 320 174 139 146 113 86
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 6 6 0 6 4 6 4 6 4 0 6 4 4 1 6 3 6 6 4 1 1 4 1
split_gain=3.85878e+11 9.00244e+12 4.76904e+13 4.60927e+13 4.23651e+13 4.20691e+13 3.67892e+13 4.25176e+13 2.78813e+13 2.66294e+13 3.34744e+13 2.21745e+13 2.06134e+13 3.33933e+13 2.6072e+13 2.28795e+13 1.89347e+13 1.82985e+13 3.603e+13 2.1425e+13 4.27841e+13 2.0249e+13 2.08227e+13 2.97541e+13 2.92889e+13 3.27789e+13 3.11565e+13 5.84006e+13 2.90507e+13 3.39918e+13
threshold=55.93962770000001 55.897267000000006 37.374856000000008 36.865631950000008 55.922096200000006 36.593086150000012 38.011626600000007 56.505000000000003 46.010000000000012 55.910578700000009 118.04500000000002 5.5000000000000009 125.02000000000002 16.500000000000004 168.45000000000002 9.5000000000000018 55.910578700000009 116.05000000000001 19.500000000000004 16.500000000000004 37.843405600000004 86.920000000000016 7.5000000000000009 89.00500000000001 98.020000000000024 16.500000000000004 37.682335600000009 37.488790500000007 23.500000000000004 37.729575300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -5 -9 11 -11 17 14 15 -14 -15 21 19 20 -19 -4 23 -23 26 -26 27 -25 -24 -30
right_child=-2 2 6 8 -6 -7 7 9 -10 10 -12 -13 13 16 -16 -17 -18 18 -20 -21 -22 22 28 24 25 -27 -28 -29 29 -31
leaf_value=2.8019242403686206 47.450382407739291 -52999.792751736117 -72.753527140772846 -10618.142430427366 -33151.334639715998 42508.663695980031 -2195.7633568415804 -10494.743960316766 -36368.655096509807 -13766.6718577253 -161840.2784765625 -47772.974190922578 162420.10511363635 -93160.364396158853 -17937.048999999999 51722.440352470934 27884.446093750001 57862.120402644228 78741.916914062516 -148163.66018750001 -114838.43087158204 55366.915362304688 11083.922056540465 -21518.319645182291 63414.78262463586 -3319.1616148933531 -18093.493008713074 148342.39614676341 -48591.867279933344 30683.781206450596
leaf_weight=2820904 1206338 54 35810 820 159 316 4376 1211 863 383 20 384 33 24 25 43 28 26 20 25 32 200 702 48 177 126 347 35 201 74
leaf_count=2820904 1206338 54 35810 820 159 316 4376 1211 863 383 20 384 33 24 25 43 28 26 20 25 32 200 702 48 177 126 347 35 201 74
internal_value=0 -19.9623 -1399.11 -15729.4 10018.3 28569.6 -684.37 -7714.47 -23822.4 -19801.5 -34122.3 -30792 495.583 37126.9 70648.5 99788.5 -27982.4 347.403 -41744.3 -70777.2 -37420.9 462.341 10494.7 21179.3 11851.1 35664 -4928.69 50109.7 291.246 -27259.5
internal_weight=0 2.86747e+06 46562 2212 529 370 44350 6374 1683 1998 787 767 37976 153 101 76 52 37823 103 83 58 37720 1910 933 733 303 430 83 977 275
internal_count=4073804 2867466 46562 2212 529 370 44350 6374 1683 1998 787 767 37976 153 101 76 52 37823 103 83 58 37720 1910 933 733 303 430 83 977 275
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 4 1 6 6 3 1 1 5 5 4 1 1 0 1 3 0 1 4 1 2 1 4 4 4 3
split_gain=3.90694e+11 2.9063e+12 1.16276e+13 1.46943e+13 1.25225e+13 1.1939e+13 1.10766e+13 1.06999e+13 3.03907e+13 4.4921e+13 2.37913e+13 2.80683e+13 2.88482e+13 2.72305e+13 2.30645e+13 3.2575e+13 3.51808e+13 3.27763e+13 2.33311e+13 3.95471e+13 2.70147e+13 5.3416e+13 2.30004e+13 2.22464e+13 2.95966e+13 5.99089e+13 2.69776e+13 6.77155e+13 4.00058e+13 4.91509e+13
threshold=451.00000000000006 58.755000000000003 59.025000000000013 59.245000000000012 37.978059650000013 11.500000000000002 39.843340650000009 56.205000000000005 56.505000000000003 25.500000000000004 37.331232350000008 37.131181300000009 1.5000000000000002 1.5000000000000002 13.500000000000002 37.488790500000007 37.290808600000013 55.743464250000009 37.631035900000008 9.5000000000000018 55.685785750000008 37.563506350000004 8.5000000000000018 37.729575300000008 75.000000000000014 37.804148700000006 21.500000000000004 17.500000000000004 15.500000000000002 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 7 -3 4 -4 -6 -5 -1 9 14 11 -10 -13 -12 22 16 17 -16 19 20 -17 -22 -9 26 25 -25 27 28 29 -15
right_child=-2 2 3 6 5 -7 -8 8 10 -11 13 12 -14 23 15 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=52.772503291550109 -13.829249432402968 5037.3560801847289 -9580.7576224779987 351.0491468520467 3136.7787952769886 78371.250163810488 -32136.287646484376 -14070.199841741467 -4194.2023841670525 127621.44327445653 -22938.867247677808 115057.54383081896 14434.047749458117 -4099.5817979409248 -93455.671055947591 -18576.598387714461 15193.508640946771 42180.027109375005 -17962.938181315385 -18673.329054667156 -76601.99401041666 -250522.76517857143 20067.449050054809 25627.148921885535 -656.8134648828385 -8731.394988757791 -9336.8324872501598 24295.291246174802 -13705.111674852364 17520.189688351453
leaf_weight=423856 3396489 5201 2072 216145 66 31 105 423 1140 23 598 29 1626 4180 62 51 434 25 1168 240 111 21 370 1356 6779 811 5413 988 2586 1405
leaf_count=423856 3396489 5201 2072 216145 66 31 105 423 1140 23 598 29 1626 4180 62 51 434 25 1168 240 111 21 370 1356 6779 811 5413 988 2586 1405
internal_value=0 69.3487 364.403 253.13 -7936.74 27180.8 335.275 -76.0793 -1906.39 -11581.5 -853.704 7880.16 16197.2 -1865.94 -12683.7 -18143.6 3558.99 -54479.9 -25250.5 -45373.1 -80389.1 -104271 1857.83 -1330.11 2595.21 12768.5 -3739.93 -432.149 -3422.08 1339.23
internal_weight=0 677315 223620 218419 2169 97 216250 453695 29839 2928 26911 2795 1655 24116 2905 2112 521 87 1591 423 183 132 793 23518 8946 2167 14572 9159 8171 5585
internal_count=4073804 677315 223620 218419 2169 97 216250 453695 29839 2928 26911 2795 1655 24116 2905 2112 521 87 1591 423 183 132 793 23518 8946 2167 14572 9159 8171 5585
is_linear=0
shrinkage=0.1


Tree=4279
num_leaves=31
num_cat=0
split_feature=2 0 0 1 6 6 3 4 3 4 0 6 6 0 6 4 4 6 6 6 6 0 4 1 1 4 6 0 3 6
split_gain=4.43957e+11 8.37998e+12 2.39088e+13 1.88679e+13 1.4729e+13 1.27822e+13 1.24511e+13 2.33609e+13 9.09362e+12 1.03174e+13 8.42731e+12 7.38223e+12 1.50932e+13 6.85464e+12 1.64842e+13 1.90685e+13 1.01459e+13 1.3132e+13 6.83909e+12 1.28916e+13 1.01502e+13 6.74107e+12 2.67204e+13 3.57554e+13 1.08571e+14 5.35708e+13 4.90689e+13 7.24111e+13 3.96788e+13 3.96883e+13
threshold=36.000000000000007 55.418618900000006 55.390026600000006 37.401708450000008 59.245000000000012 77.010000000000005 3.5000000000000004 5.5000000000000009 11.500000000000002 5.5000000000000009 55.348830750000012 35.995000000000012 44.605000000000011 55.462387050000011 57.995000000000012 7.5000000000000009 3.5000000000000004 64.805000000000021 68.515000000000015 81.02500000000002 62.375000000000007 55.633951400000008 16.500000000000004 37.618684050000006 37.563506350000004 18.500000000000004 41.005000000000003 55.554045200000012 13.500000000000002 67.91500000000002
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 5 4 11 6 7 10 9 -8 -1 -4 -13 14 -3 16 -16 -18 20 -20 -17 22 -15 24 -24 -25 -26 -28 29 -29
right_child=-2 13 3 -5 -6 -7 8 -9 -10 -11 -12 12 -14 21 15 18 17 -19 19 -21 -22 -23 23 25 26 -27 27 28 -30 -31
leaf_value=10238.250358013516 9.1460058285683523 1732.9896201171878 2797.5056451612904 -41637.74049944197 127829.41286057694 60622.499487304689 -15764.10233822229 96901.779631696438 24202.652086292615 -70503.073805147069 -42449.319601362185 104472.61626233553 12760.693187040442 2264.7553316038707 -48896.991917067309 -97523.649665178571 -18129.951283482143 83848.431317934781 -140917.39037524417 -33202.804609375002 -11291.082349258815 -410.52753524624342 -2258.8870174886301 -26161.114604640712 -4160.2544059159509 -2367.99602374099 -15794.335337590144 67398.473590587804 16976.857180492607 26501.582632157326
leaf_weight=137 3783399 325 31 21 26 32 106 28 33 51 39 38 34 44449 26 21 28 23 25 20 39 213450 24459 1389 668 2969 325 525 655 433
leaf_count=137 3783399 325 31 21 26 32 106 28 33 51 39 38 34 44449 26 21 28 23 25 20 39 213450 24459 1389 668 2969 325 525 655 433
internal_value=0 -119.154 11930.6 46264.8 60574.5 -158.867 -5095.42 12060.6 -23515.6 -33545.6 -1436.84 43597.5 61164.2 -143.102 -11760.5 -35856 1942.25 27860.3 -63574.7 -93044.2 -41472.5 -122.744 686.876 -1545.09 -191.506 -9951.44 19212.2 27268.4 35945 48913.8
internal_weight=0 290405 576 150 129 426 394 204 190 157 176 103 72 289829 507 182 77 51 105 45 60 289322 75872 31423 27065 4358 2606 1938 1613 958
internal_count=4073804 290405 576 150 129 426 394 204 190 157 176 103 72 289829 507 182 77 51 105 45 60 289322 75872 31423 27065 4358 2606 1938 1613 958
is_linear=0
shrinkage=0.1


Tree=4280
num_leaves=31
num_cat=0
split_feature=4 6 1 1 6 6 5 0 6 1 5 6 6 0 0 4 4 3 6 0 0 0 0 0 6 6 1 6 0 1
split_gain=3.81679e+11 2.50796e+12 8.19281e+12 1.82462e+13 4.50768e+13 2.94824e+13 2.67801e+13 2.7534e+13 1.81558e+13 1.32418e+13 4.62822e+13 5.68806e+13 4.38419e+13 2.72872e+13 2.17449e+13 1.90151e+13 1.21819e+13 1.55178e+13 1.15086e+13 9.03341e+12 2.73784e+13 4.53799e+13 2.34541e+13 5.03776e+13 7.35964e+13 3.51835e+13 2.88386e+13 3.3754e+13 1.92664e+13 1.87095e+13
threshold=5.5000000000000009 87.395000000000024 37.401708450000008 37.318079750000003 118.04500000000002 122.65000000000002 3.5000000000000004 55.462387050000011 112.00500000000001 37.517483500000004 3.5000000000000004 120.05000000000001 101.02000000000002 55.79439725000001 55.418618900000006 4.5000000000000009 4.5000000000000009 2.5000000000000004 96.050000000000011 59.856552950000008 56.850115550000005 56.872182500000008 55.897267000000006 55.737027400000009 149.05000000000004 96.050000000000011 37.131181300000009 108.05000000000001 59.864072000000007 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 -5 10 11 12 14 16 -4 -16 17 -12 -17 20 22 -22 23 -3 25 -25 -27 -28 -21 -23
right_child=-2 2 9 4 5 6 7 -9 -10 -11 13 -13 -14 -15 15 18 -18 -19 -20 28 21 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=77.939176069346658 -19.139604161628544 -1842.5590958332978 27255.70350260417 11346.391862686822 182825.75 -31194.74038461539 27142.259066035833 171941.93146972658 -70930.95141276042 -1284.7469172725366 11405.541183035715 65361.025154622403 -174618.84889705884 59587.75844209559 -109321.31212284484 -63822.309179687501 40184.949007161456 -89123.703389246322 22668.126749999999 -55359.887872869323 129962.89801815257 2597.2160050477032 -30966.970921035641 10662.299266387196 -103536.68687337241 52375.649375000008 241939.79256465519 81616.797151692721 -1029.2524824567643 26115.696864341473
leaf_weight=1102789 2928705 2516 30 253 22 26 29 24 30 31251 28 36 34 85 58 40 24 34 25 66 34 764 242 41 24 35 29 24 5899 607
leaf_count=1102789 2928705 2516 30 253 22 26 29 24 30 31251 28 36 34 85 58 40 24 34 25 66 34 764 242 41 24 35 29 24 5899 607
internal_value=0 48.9514 -706.599 1690.4 23092.6 80443.9 51932.5 92711.9 2624.41 -1514.43 -19732.6 -49745.3 -71904.8 19406.7 -49079.4 -67697.8 -20307.1 -43723.4 -30556.8 891.014 4375.77 15840 -1157.47 1545.37 57258 87173.3 122821 169341 -1630.4 13009.8
internal_weight=0 1.1451e+06 42310 10665 384 101 79 53 283 31645 394 223 187 171 153 123 86 62 65 10281 4316 1405 2911 2669 153 129 88 53 5965 1371
internal_count=4073804 1145099 42310 10665 384 101 79 53 283 31645 394 223 187 171 153 123 86 62 65 10281 4316 1405 2911 2669 153 129 88 53 5965 1371
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 4 0 0 6 3 3 3 5 6 6 6 6 6 6 6 6 6 4 4 6 6 6 3 3
split_gain=4.1871e+11 2.11345e+12 1.82781e+13 5.64233e+13 4.42207e+13 4.66971e+13 6.92961e+13 4.35314e+13 2.75557e+13 2.68169e+13 3.1394e+13 2.66014e+13 2.94944e+13 2.51482e+13 6.04315e+13 5.29398e+13 5.19488e+13 5.5684e+13 4.93458e+13 3.93033e+13 3.18814e+13 2.97178e+13 3.45801e+13 2.57845e+13 2.50335e+13 2.45535e+13 2.43934e+13 2.36467e+13 2.34774e+13 2.78852e+13
threshold=9.5000000000000018 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.990753350000013 8.5000000000000018 59.939085000000013 60.002985000000002 44.205000000000005 6.5000000000000009 6.5000000000000009 4.5000000000000009 1.5000000000000002 56.205000000000005 77.565000000000012 83.010000000000005 112.00500000000001 59.815000000000005 47.805000000000007 73.995000000000019 53.995000000000012 47.420000000000009 7.5000000000000009 5.5000000000000009 59.505000000000003 69.605000000000004 63.855000000000011 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 7 -4 5 6 13 -1 -7 -9 -11 12 -8 18 21 20 -17 -18 19 24 25 22 -15 -21 -5 -16 -13 -12 29 -6
right_child=-2 -3 3 4 28 8 11 9 -10 10 27 26 -14 14 15 16 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=281.91774913216744 29.861720186487659 -53.646746168193673 458.19759694751758 -87025.281210937508 59967.212109375003 -14221.029683550667 117799.85721875001 9544.4702320384185 23403.095190759108 -25839.859572323538 -16782.608964843752 224929.84986328124 -15228.770234374999 -48148.760221354169 179795.716796875 -101851.17678571428 123170.05887185801 -67396.562130604623 -32150.880583014456 192498.59394531252 204898.42534360534 -104686.50015625001 119163.51718750001 57120.599034926476 31680.923383835128 69573.790053558347 84405.645238095254 54747.421345486109 17744.670365702055 -21514.899295492549
leaf_weight=46374 2181312 1831848 9703 20 46 306 50 361 535 1387 95 30 25 30 24 28 46 23 147 24 27 30 21 34 159 128 21 90 397 483
leaf_count=46374 2181312 1831848 9703 20 46 306 50 361 535 1387 95 30 25 30 24 28 46 23 147 24 27 30 21 34 159 128 21 90 397 483
internal_value=0 -34.419 546.385 3981.74 16961.6 26502 42787.1 -330.962 9713.46 -15034.4 -20678.7 111347 73457 31129.1 50235.4 72524.2 13029.6 59647.9 13366.3 41598.4 104764 -25711.4 20744.5 113139 18417.7 86977.3 167067 18015.8 -635.605 -14429.5
internal_weight=0 1.89249e+06 60644 12337 2634 1708 867 48307 841 1933 1572 126 75 741 357 276 97 69 384 237 179 81 51 58 179 152 51 185 926 529
internal_count=4073804 1892492 60644 12337 2634 1708 867 48307 841 1933 1572 126 75 741 357 276 97 69 384 237 179 81 51 58 179 152 51 185 926 529
is_linear=0
shrinkage=0.1


Tree=4282
num_leaves=31
num_cat=0
split_feature=4 1 6 5 2 4 0 0 0 1 1 6 6 6 6 7 4 5 0 0 3 1 0 0 7 6 6 1 0 0
split_gain=3.85797e+11 2.51438e+12 8.62738e+12 2.46056e+13 1.56799e+13 1.48929e+13 1.2429e+13 1.06437e+13 2.13596e+13 2.85097e+13 2.20192e+13 2.0684e+13 2.42245e+13 1.72764e+13 2.74315e+13 1.67328e+13 1.94338e+13 1.81746e+13 1.53188e+13 1.36217e+13 2.05196e+13 1.53176e+13 1.35999e+13 1.19031e+13 1.10925e+13 2.49274e+13 1.07683e+13 1.06838e+13 9.57124e+12 9.50773e+12
threshold=5.5000000000000009 55.957851400000003 58.995000000000012 2.5000000000000004 2691.5000000000005 4.5000000000000009 63.565651350000003 56.685611200000004 56.83050475000001 60.770858000000011 60.590708550000009 80.030000000000015 81.705000000000013 70.50500000000001 79.710000000000022 6.0000000000000009 4.5000000000000009 1.5000000000000002 57.205086850000008 57.174562350000009 2.5000000000000004 61.438154000000004 56.802121050000004 56.782540950000005 6.0000000000000009 63.415000000000006 106.49500000000002 60.516422150000004 51.707269950000004 52.02416370000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -6 10 15 22 18 -13 -12 -15 17 -17 -10 19 20 -11 -22 23 -9 -23 -26 -14 -24 -5 -30
right_child=-2 2 3 28 6 -7 -8 8 9 11 13 12 26 14 -16 16 -18 -19 -20 -21 21 24 27 -25 25 -27 -28 -29 29 -31
leaf_value=-56.188974114128612 -19.242569097425704 503.55900670479286 -26321.423978829087 -6990.5477970914308 -7352.354153162516 20739.292313269412 -31266.455510484411 55221.987537109562 -84752.519648437505 31567.901310247864 -21983.19689647415 -122673.88030450995 -26094.366136067707 78471.257442220056 -56375.989311079546 51385.842848351887 -44217.963437500002 -16149.6523190518 -9571.2011486715528 48934.408389353201 49836.586656605119 -22719.181900519477 115264.19505418347 10795.994539602179 -45217.849181547623 107100.42677556819 32737.842671130955 35176.039377170142 6841.0669653660198 22.730111584820246
leaf_weight=760373 2928705 302954 81 1885 7524 396 188 82 40 307 191 22 120 48 22 73 30 1117 242 129 44 225 31 228 21 22 42 36 2110 66516
leaf_count=760373 2928705 302954 81 1885 7524 396 188 82 40 307 191 22 120 48 22 73 30 1117 242 129 44 225 31 228 21 22 42 36 2110 66516
internal_value=0 49.2148 257.535 -653.95 -4994.6 12747.8 -5779.39 -5327.18 -367.102 -4636.2 15919.7 6575.91 -24212.8 -6407.82 36090.7 -15083 23540.1 -18521.4 12298.3 19373.7 13213.2 -4847.34 31377.2 22547.4 -13825.3 32712.4 -10841.6 72231.8 39.2759 232.369
internal_weight=0 1.1451e+06 384726 81772 11261 477 10784 10596 3072 2434 638 1174 184 261 70 1260 103 1157 990 748 619 312 377 310 268 43 162 67 70511 68626
internal_count=4073804 1145099 384726 81772 11261 477 10784 10596 3072 2434 638 1174 184 261 70 1260 103 1157 990 748 619 312 377 310 268 43 162 67 70511 68626
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=31
num_cat=0
split_feature=6 6 7 6 2 0 5 0 1 1 0 1 3 6 4 4 5 4 6 3 0 3 6 5 1 2 3 1 4 0
split_gain=4.49439e+11 3.36993e+12 1.44591e+13 2.50137e+13 2.38241e+13 2.83905e+13 2.32848e+13 2.46165e+13 3.48551e+13 2.58311e+13 2.36458e+13 3.32303e+13 4.76426e+13 2.64502e+13 2.24404e+13 2.20743e+13 5.42807e+13 2.09285e+13 2.84709e+13 2.0663e+13 1.85182e+13 5.8988e+13 1.01004e+14 2.97371e+13 2.75826e+13 5.8754e+13 4.71455e+13 6.2513e+13 5.30646e+13 3.9756e+13
threshold=55.015000000000008 57.995000000000012 6.0000000000000009 57.005000000000003 915.50000000000011 56.006509350000009 2.5000000000000004 56.802121050000004 30.303340300000002 28.601854300000003 60.034792100000011 30.438492500000006 1.5000000000000002 56.805000000000007 27.500000000000004 10.500000000000002 1.5000000000000002 7.5000000000000009 56.010000000000012 3.5000000000000004 55.812023600000011 19.500000000000004 55.805000000000007 1.5000000000000002 37.442254400000003 75.000000000000014 4.5000000000000009 37.543519500000009 8.5000000000000018 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -10 15 -5 16 17 19 -19 -14 -11 23 -23 -22 -25 26 28 29 -26 -28
right_child=1 -3 4 14 -6 -7 -8 8 10 20 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-26.928466795882059 31799.25823137688 -6.0687019752699882 -3492.4751425174104 5139.0565983746383 451.9199038013096 -29141.301084340987 -1873.6470667460189 -4802.3757725432297 -30953.726218439569 1359.3866542779226 -2824.2400090107576 7200.389750833584 136348.9755859375 5839.6764548154797 -70813.865544871805 22554.100932793492 35269.922949218751 82952.171344866074 223160.76130208332 -4092.3090065696024 -24079.88588427411 173156.46250000002 7735.3190194204353 14551.274323614511 -56351.215372474748 -2156.4326910729787 -28970.027231549204 -24508.973764287453 37852.146719138043 -139627.21218005952
leaf_weight=2458121 264 1460729 14285 15061 39072 445 27445 2521 151 38006 1569 6296 20 409 39 637 461 28 30 22 755 50 141 779 99 5809 47 257 151 105
leaf_count=2458121 264 1460729 14285 15061 39072 445 27445 2521 151 38006 1569 6296 20 409 39 637 461 28 30 22 755 50 141 779 99 5809 47 257 151 105
internal_value=0 40.9693 484.39 1188.89 -840.126 -4267.34 530.157 1655.83 5664.6 608.063 8406.7 10594.6 22750.4 27796.7 4942.89 35292.8 49757.3 116544 155474 62784.5 429.823 -3882.27 51039.3 -5193.19 -3225.56 -5366.58 -33663.7 -54575.2 547.615 -105411
internal_weight=0 1.61568e+06 154954 101152 53802 14730 86052 58607 12144 46463 9623 8054 1758 1607 15100 1198 561 100 58 42 46199 8193 191 8002 7247 6468 659 409 250 152
internal_count=4073804 1615683 154954 101152 53802 14730 86052 58607 12144 46463 9623 8054 1758 1607 15100 1198 561 100 58 42 46199 8193 191 8002 7247 6468 659 409 250 152
is_linear=0
shrinkage=0.1


Tree=4284
num_leaves=31
num_cat=0
split_feature=2 6 0 0 5 6 1 6 3 6 6 6 6 4 1 1 4 5 6 1 3 4 6 6 6 1 1 4 4 0
split_gain=5.41749e+11 2.98248e+12 1.50033e+13 1.93227e+13 2.24726e+13 3.6278e+13 1.86256e+13 2.17187e+13 2.64438e+13 2.14349e+13 1.67331e+13 1.6308e+13 2.00048e+13 1.64678e+13 1.60332e+13 4.23156e+13 2.30129e+13 4.11565e+13 2.76632e+13 2.52305e+13 3.27652e+13 2.19085e+13 1.63756e+13 1.35024e+13 1.28196e+13 1.31319e+13 2.29309e+13 5.00262e+13 4.13653e+13 3.84146e+13
threshold=451.00000000000006 79.015000000000015 56.342669500000007 56.288960650000007 2.5000000000000004 81.705000000000013 37.534144550000008 82.00500000000001 3.5000000000000004 134.05000000000004 105.00500000000001 125.02000000000002 134.05000000000004 17.500000000000004 37.503969450000007 37.534144550000008 5.5000000000000009 3.5000000000000004 99.050000000000011 38.166910000000009 4.5000000000000009 13.500000000000002 86.920000000000016 84.00500000000001 74.615000000000009 37.682335600000009 37.729575300000008 9.5000000000000018 12.500000000000002 55.743464250000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 -4 -9 10 -10 13 -13 14 -6 -16 18 19 22 20 -18 -22 -17 -8 -1 -26 27 -27 29 -29
right_child=-2 2 6 4 11 -7 23 8 9 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=53.024776116464217 -16.284679946805305 -641.97228121027456 -50175.169960893909 89594.101812499997 -5256.5938671490094 -41861.289925192337 -5660.9800745609036 -18734.467422621419 36588.2928249783 117950.85507812501 -57931.568856534097 -67455.51025390625 25894.432033284509 -46372.197447916667 142806.41193080359 107098.63524218752 -23765.179004794034 -74100.147678392983 158225.16050347223 110069.1624107143 10769.178709112151 74043.556016758521 8613.2642277644245 -45190.773996728101 4257.0392379387376 -51514.669959036022 1647.2579150349893 -65081.324769176135 -8951.1769221781542 81860.073724430869
leaf_weight=592537 3396489 57928 70 25 111 131 137 157 126 28 22 44 48 30 35 25 110 43 27 35 107 112 52 234 14876 260 8653 22 1237 93
leaf_count=592537 3396489 57928 70 25 111 131 137 157 126 28 22 44 48 30 35 25 110 43 27 35 107 112 52 234 14876 260 8653 22 1237 93
internal_value=0 81.6617 -593.669 -411.789 13849.3 -20794.7 -14425.7 458.266 11101.9 37717.4 22538 20786.9 -18751.2 26081.7 29390.1 36433.7 29147.9 18420.5 71129.2 29350.1 20763 43128.7 40589 -30593.5 146.865 2358.55 -392.742 -11343.2 -3617.91 53749.5
internal_weight=0 677315 59637 58863 935 156 774 403 333 176 148 779 92 687 657 546 511 407 104 364 329 219 77 371 617678 25141 10265 1612 1352 115
internal_count=4073804 677315 59637 58863 935 156 774 403 333 176 148 779 92 687 657 546 511 407 104 364 329 219 77 371 617678 25141 10265 1612 1352 115
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 6 1 1 6 4 6 3 7 6 4 4 1 4 5 6 4 6 6 6 1 1 1 6 6 1
split_gain=4.43461e+11 4.98287e+12 1.56456e+13 4.9629e+13 5.43661e+13 4.5394e+13 3.9375e+13 6.28318e+13 3.52708e+13 3.09119e+13 2.2849e+13 4.748e+13 2.72049e+13 3.87521e+13 3.82032e+13 2.16236e+13 4.68886e+13 4.05608e+13 7.58938e+13 4.01219e+13 3.17843e+13 1.95789e+13 1.872e+13 1.70891e+13 2.00849e+13 1.99574e+13 2.74737e+13 1.75288e+13 1.59844e+13 4.05353e+13
threshold=77.010000000000005 59.905532300000012 59.898927250000007 10.500000000000002 96.050000000000011 82.905000000000015 30.425503950000003 30.315889700000003 86.030000000000015 17.500000000000004 114.05000000000001 6.5000000000000009 6.0000000000000009 106.49500000000002 14.500000000000002 13.500000000000002 30.438492500000006 15.500000000000002 2.5000000000000004 81.02500000000002 23.500000000000004 98.020000000000024 110.01500000000001 90.045000000000016 30.303340300000002 30.362494150000003 30.472130500000002 86.030000000000015 88.00500000000001 30.452677500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 7 22 -7 10 12 -12 14 21 28 19 17 -17 -19 -5 -18 -14 -6 24 -4 27 -27 -26 29 -10
right_child=1 -3 3 5 6 8 -8 -9 9 -11 11 -13 13 -15 -16 16 20 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-12.039772449400168 36.090843487865065 1133.8636282329787 28037.845237116231 -57057.235861545138 -189251.6638888889 -43265.951577818632 -194922.05672607422 43422.198575367649 -72444.671093750003 -15275.942017381773 23384.831194196431 -157961.78664772728 -1552.6835602348374 105431.66134072583 136575.10766369049 7488.3103271484379 36044.413538727938 40316.410351562503 263670.62801724137 71068.685948057435 -41079.878840228877 -89215.688437500008 -66481.614809782608 35819.575689338235 -73294.829285469896 64773.696434294878 -69517.049656250005 -15899.02237113865 54153.509714379645 94940.315081521752
leaf_weight=3595075 434453 41772 57 72 27 255 30 34 39 751 42 22 169 31 42 32 216 32 29 37 71 30 23 51 137 39 25 87 101 23
leaf_count=3595075 434453 41772 57 72 27 255 30 34 39 751 42 22 169 31 42 32 216 32 29 37 71 30 23 51 137 39 25 87 101 23
internal_value=0 90.4142 -9.33698 -7891.23 -35728.6 -771.341 -96580.5 -61458.5 -9371.82 -2457.42 16834.6 -38953.1 25042.4 1432.64 51531.4 25698.4 36960.8 98668.8 146501 -13565 16964.9 -14768.2 -132777 -18210.6 -26197.7 -36931.8 12316.4 -51002.7 29618.3 -10350.2
internal_weight=0 478729 436957 2504 510 1994 114 84 1505 1250 499 64 435 230 205 489 380 93 61 109 287 199 50 396 345 288 64 224 163 62
internal_count=4073804 478729 436957 2504 510 1994 114 84 1505 1250 499 64 435 230 205 489 380 93 61 109 287 199 50 396 345 288 64 224 163 62
is_linear=0
shrinkage=0.1


Tree=4286
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 4 4 6 6 3 1 6 6 0 6 4 5 0 6 6 0 5 7 6 4 3 6 3 0 4
split_gain=4.47331e+11 2.63116e+12 9.66186e+12 3.85429e+13 9.55525e+13 6.54522e+13 3.50587e+13 2.76036e+13 2.69743e+13 7.81077e+13 5.50458e+13 2.42408e+13 2.03803e+13 4.18236e+13 2.94693e+13 2.39893e+13 2.06465e+13 4.45677e+13 3.66589e+13 1.97932e+13 7.55562e+13 6.87455e+13 4.98738e+13 4.87308e+13 4.39237e+13 7.71794e+13 3.99097e+13 3.7842e+13 3.36509e+13 3.69619e+13
threshold=451.00000000000006 37.71815560000001 37.768783500000005 55.922096200000006 55.910578700000009 10.500000000000002 2.5000000000000004 84.00500000000001 59.815000000000005 5.5000000000000009 37.755233900000007 83.820000000000007 99.050000000000011 55.897267000000006 96.050000000000011 9.5000000000000018 3.5000000000000004 55.660117850000006 112.00500000000001 69.605000000000004 55.60524465000001 2.5000000000000004 6.0000000000000009 73.00500000000001 20.500000000000004 19.500000000000004 81.705000000000013 12.500000000000002 55.806294650000005 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 6 -6 -3 11 -7 10 -10 -5 14 16 19 -16 17 -14 -19 -8 23 22 24 27 -22 -26 -25 -21 -23 -30
right_child=-2 2 -4 7 5 8 12 -9 9 -11 -12 -13 13 -15 15 -17 -18 18 -20 20 21 28 -24 26 25 -27 -28 -29 29 -31
leaf_value=-93.503952725114814 -14.79771141749265 -64277.34324905961 37.379093417186333 -5163.426415745912 -49.415406636505509 23558.349019743469 2423.6338666010179 -33880.803229299083 84228.977523766953 27594.926154080244 246252.98984375002 105163.762890625 66990.950376490538 127476.5501148897 -110610.51642628206 -19110.093764467594 -1033.2877705558401 22564.350540865387 -141314.6209263393 73037.228602705567 6619.9113679687507 -8626.6943508047552 -68065.03960489016 -8727.8833265019439 -187379.56729951745 44075.842640625 26595.567363428472 -19829.529316850145 -5483.982965136981 41578.111629662926
leaf_weight=392867 3396489 81 234659 4690 806 803 34939 348 166 426 24 20 152 34 39 108 366 39 21 217 250 3866 319 689 34 25 597 55 373 302
leaf_count=392867 3396489 81 234659 4690 806 803 34939 348 166 426 24 20 152 34 39 108 366 39 21 217 250 3866 319 689 34 25 597 55 373 302
internal_value=0 74.2052 305.838 1571.1 2506.7 22707.9 1449.26 -6702.99 35634.2 51375.8 104695 -4694.95 1574.75 19691.3 1309.58 -43385.7 13350.9 38184.1 -34793.3 1467.27 -3499.93 -9318.34 -40329.3 15803.9 -11695.9 -89305.2 7670.33 54259 -5029.67 15571.9
internal_weight=0 677315 284448 49789 44731 2225 42506 5058 1419 616 190 4710 42425 612 41813 147 578 212 60 41666 6727 5169 628 1558 309 59 1286 272 4541 675
internal_count=4073804 677315 284448 49789 44731 2225 42506 5058 1419 616 190 4710 42425 612 41813 147 578 212 60 41666 6727 5169 628 1558 309 59 1286 272 4541 675
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=31
num_cat=0
split_feature=4 6 7 6 6 6 6 7 6 6 1 0 0 6 0 1 6 3 6 3 4 6 6 1 6 6 6 3 0 0
split_gain=4.43192e+11 2.58775e+12 4.87731e+12 3.31659e+12 1.60698e+12 2.71566e+12 5.04118e+12 2.65575e+12 1.44632e+13 4.17055e+12 2.42779e+12 3.58341e+12 1.81177e+12 4.6656e+12 2.28466e+12 1.64358e+12 1.54961e+12 2.0668e+12 2.0134e+12 1.45585e+12 1.97161e+12 8.10191e+12 1.82461e+13 1.6115e+13 5.69993e+12 4.30584e+13 3.42265e+13 2.5846e+13 2.86562e+13 1.63818e+13
threshold=37.500000000000007 82.00500000000001 6.0000000000000009 97.020000000000024 68.515000000000015 67.91500000000002 64.805000000000021 6.0000000000000009 77.565000000000012 70.50500000000001 37.768783500000005 55.806294650000005 55.753967500000009 79.710000000000022 55.743464250000009 37.46219940000001 74.015000000000015 15.500000000000002 72.50500000000001 36.500000000000007 36.500000000000007 37.995000000000012 45.605000000000011 37.755233900000007 80.030000000000015 69.605000000000004 75.010000000000005 23.500000000000004 55.840017500000009 55.791814000000009
decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 5 6 15 8 -6 -9 11 -7 14 -14 16 -2 18 -18 -11 20 -1 -22 23 -23 25 27 -27 28 29 -24
right_child=1 2 -4 -5 7 10 -8 9 -10 12 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.43556450465069929 25987.411713867186 -69410.018523615057 -1337.0795052083333 -15656.420279947917 94484.62453125001 -8969.6356178977276 33910.995981445318 -26309.010749782989 -8448.0259981377185 7768.828827373799 9799.790644531251 -59161.751749999996 47642.350683593751 -10684.287414550781 -29904.1180078125 -3000.1148753248799 3097.8636169433594 42914.070059481543 -28319.563032670456 -22028.43221354167 -48294.514789870693 128512.73452380951 41869.990332031251 22791.17293648098 8148.5846422812601 -182127.68226207385 -30999.413729014297 -40635.197184952449 -357.4614410672869 138192.34612771738
leaf_weight=4071036 20 22 90 24 20 33 40 45 43 52 20 25 32 24 20 889 32 22 22 30 29 21 76 46 683 22 47 92 224 23
leaf_count=4071036 20 22 90 24 20 33 40 45 43 52 20 25 32 24 20 889 32 22 22 30 29 21 76 46 683 22 47 92 224 23
internal_value=0 -1733.09 -14875.8 -41364.7 -398.206 -2307.65 -833.418 5887.06 24229 1246.32 -20244.2 -30604.2 7324.71 22645.2 1527.75 -2362.33 6438.98 19319.3 -2960.15 0.627725 0.79001 3951.19 5179.01 55927.8 2265.41 -6036.67 -79185.2 6125.38 19444.2 64247.9
internal_weight=0 1475 136 46 1339 1027 949 312 63 249 78 58 204 56 148 909 128 54 74 4.07233e+06 4.0723e+06 1263 1234 67 1167 484 69 415 323 99
internal_count=4073804 1475 136 46 1339 1027 949 312 63 249 78 58 204 56 148 909 128 54 74 4072329 4072299 1263 1234 67 1167 484 69 415 323 99
is_linear=0
shrinkage=0.1


Tree=4288
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 6 1 6 7 2 1 2 6 4 6 4 6 6 1 6 6 4 1 4 1 7 6 1 1 3
split_gain=4.11325e+11 7.67851e+12 1.44494e+13 1.31771e+13 1.66309e+13 1.70349e+13 1.5107e+13 1.25e+13 1.16784e+13 1.01513e+13 9.02283e+12 8.67307e+12 1.08715e+13 8.65701e+12 1.13322e+13 9.79059e+12 8.14024e+12 7.95765e+12 1.09298e+13 1.80709e+13 1.48488e+13 1.33708e+13 1.12393e+13 3.51974e+13 1.85569e+13 1.92501e+13 1.71967e+13 1.65134e+13 1.17779e+13 1.1152e+13
threshold=55.390026600000006 55.348830750000012 122.65000000000002 11.500000000000002 37.543519500000009 63.855000000000011 37.343102500000008 142.05000000000004 6.0000000000000009 8574.5000000000018 38.247071200000008 75.000000000000014 44.820000000000007 21.500000000000004 59.815000000000005 14.500000000000002 63.855000000000011 38.995000000000012 86.020047450000007 97.020000000000024 91.02500000000002 6.5000000000000009 37.534144550000008 6.5000000000000009 39.023883200000007 6.0000000000000009 59.245000000000012 36.049731800000011 61.438154000000004 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 8 -7 -4 -5 11 -6 12 -3 14 -12 -16 -15 -13 19 20 22 -21 23 27 25 -24 -27 -19 -26 -23
right_child=-2 2 7 4 10 6 -8 -9 -10 -11 13 17 -14 16 15 -17 -18 18 -20 21 -22 29 24 -25 28 26 -28 -29 -30 -31
leaf_value=14.014706733199086 -33.12578394201369 24866.552268288353 109317.23546195653 27677.8006421053 -34654.128806110966 12320.885557432433 90758.22325556507 14416.170044642859 -32218.150371570126 -18710.26204040031 3484.2237293916587 -1742.797667861161 -60024.666921997072 1815.5464114972017 -3970.3828222656252 80118.751059027782 -63221.876678240747 -68298.450359786191 9530.9553536872299 -3485.4956440770352 70183.596484374997 -125991.05225000001 -7269.8935289759365 20897.940882739884 3808.272659655564 -24288.135460425208 -116761.63760416667 -1410.0847201713693 -25684.800930524554 -25807.21451171875
leaf_weight=2105847 1952182 22 23 158 59 37 73 35 41 246 136 4199 48 67 20 45 27 38 2282 43 32 25 1363 1096 4123 61 30 1286 140 20
leaf_count=2105847 1952182 22 23 158 59 37 73 35 41 246 136 4199 48 67 20 45 27 38 2282 43 32 25 1363 1096 4123 61 30 1286 140 20
internal_value=0 30.4802 2228.51 2044.66 15842 32794.1 64374.8 52049.4 15337.4 1437 1044.77 1771.7 -33344.6 8184.55 19899.5 54245.2 -16865.4 1938.49 3405.21 1712.23 2197.78 -43361.3 1930.41 7642.74 -487.608 -10243 -54773.9 -3329.84 2839.7 -81464.9
internal_weight=0 2.12162e+06 15775 15717 663 309 110 58 199 15054 354 14808 70 295 201 65 94 14738 10539 8257 8169 88 8137 2420 5717 1454 91 1324 4263 45
internal_count=4073804 2121622 15775 15717 663 309 110 58 199 15054 354 14808 70 295 201 65 94 14738 10539 8257 8169 88 8137 2420 5717 1454 91 1324 4263 45
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=31
num_cat=0
split_feature=4 7 1 0 6 0 5 1 1 5 6 6 6 1 0 2 1 5 2 4 6 6 1 1 1 2 1 0 0 6
split_gain=4.17544e+11 2.13991e+12 2.46642e+12 4.33475e+12 1.24886e+13 6.44697e+12 2.66886e+12 9.10382e+12 2.1006e+12 6.08921e+12 3.88473e+12 4.71009e+12 5.24485e+12 4.12822e+12 3.37991e+12 2.93236e+12 2.27143e+12 1.94664e+12 3.26546e+12 6.42476e+12 7.40042e+12 2.79241e+12 2.34952e+12 3.22707e+12 5.11369e+12 4.28764e+12 3.86529e+12 2.92373e+12 2.7353e+12 2.61776e+12
threshold=2.5000000000000004 6.0000000000000009 30.157841000000001 57.670849000000011 79.015000000000015 59.933037250000005 4.5000000000000009 39.366401150000009 38.91194105000001 2.5000000000000004 64.805000000000021 54.410000000000004 42.875000000000007 37.517483500000004 55.649510000000014 2343.5000000000005 37.978059650000013 1.5000000000000002 75.000000000000014 1.5000000000000002 30.985000000000003 31.705000000000002 113.48479755000001 83.050033500000012 65.493200550000012 9651.0000000000018 83.658467900000019 54.973017600000006 55.071632200000003 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 17 -3 6 5 -5 8 -8 9 10 11 12 13 -4 -11 -10 -14 18 19 -1 -21 -20 23 24 -23 26 -25 -26 29 -29
right_child=-2 2 3 4 -6 -7 7 -9 15 14 -12 -13 16 -15 -16 -17 -18 -19 21 20 -22 22 -24 25 27 -27 -28 28 -30 -31
leaf_value=64114.666117527173 -5.3869919583233106 38706.01984375 -15094.687625 -23802.580013020837 -85052.22077636719 28765.531200036337 -4136.5714726200813 61338.477589285714 -23686.64672056686 22966.043822000796 -32633.807059151786 42584.093546812001 -50552.387344637791 36706.327568206783 70535.195917968755 2934.7624877289268 -6067.5695393880214 373.13795278163053 286.13282360090938 -47776.514843750003 26420.463814786584 -1482.5480302998312 -12498.002389055699 31323.44871897978 594.80243457550694 10008.527341363664 -3157.6146155550155 -8736.0190675054964 -4727.0500247903065 -24247.905413004559
leaf_weight=23 3961637 20 25 51 21 43 54 35 43 59 28 31 22 40 20 1096 24 84054 14133 20 41 9809 201 34 235 532 742 199 292 240
leaf_count=23 3961637 20 25 51 21 43 54 35 43 59 28 31 22 40 20 1096 24 84054 14133 20 41 9809 201 34 235 532 742 199 292 240
internal_value=0 190.264 3807.46 3369.04 -15331.4 244.535 4825.06 21612 3748.66 12069 1408.66 8121.26 -1503.5 16782.9 35008.9 1929.74 -27342.9 137.521 -609.79 19075.5 2093.59 -672.385 -1775.18 -1596.81 -2166.2 3093.72 -1646.85 -9108.16 -12227.4 -17216.3
internal_weight=0 112167 1612 1592 115 94 1477 89 1388 249 170 142 111 65 79 1139 46 110555 26501 84 61 26417 12284 12083 10775 1308 776 966 731 439
internal_count=4073804 112167 1612 1592 115 94 1477 89 1388 249 170 142 111 65 79 1139 46 110555 26501 84 61 26417 12284 12083 10775 1308 776 966 731 439
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 6 1 1 6 3 3 1 4 0 7 6 6 3 6 6 0 4 3 5 6 6 1 0 1 7
split_gain=3.7925e+11 4.01618e+12 8.79935e+12 7.7391e+12 5.44371e+12 1.50942e+13 1.51815e+13 1.33956e+13 1.0911e+13 1.30582e+13 8.48036e+12 7.47621e+12 1.84787e+13 1.57273e+13 3.06421e+13 2.01333e+13 2.12166e+13 1.09222e+13 1.39363e+13 1.35133e+13 1.33296e+13 1.27063e+13 1.29721e+13 9.30408e+12 7.39331e+12 1.32562e+13 9.05569e+12 1.0849e+13 1.09328e+13 8.24074e+12
threshold=53.341100000000004 53.20799465000001 86.169282750000022 12.500000000000002 49.692247900000005 116.05000000000001 47.899251850000006 50.136929700000003 42.205000000000005 7.5000000000000009 1.5000000000000002 50.213874250000011 4.5000000000000009 53.244414800000008 6.0000000000000009 114.05000000000001 59.815000000000005 2.5000000000000004 99.050000000000011 61.425000000000004 53.244414800000008 16.500000000000004 7.5000000000000009 2.5000000000000004 73.995000000000019 62.995000000000012 34.382014200000008 53.244414800000008 36.555998300000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 8 -6 10 -10 12 13 -9 15 16 -15 18 -14 -19 -21 -22 -23 -18 25 26 -3 -28 -29 -26
right_child=-2 2 -4 -5 7 -7 -8 11 9 -11 -12 -13 17 14 -16 -17 23 19 -20 20 21 22 -24 -25 29 -27 27 28 -30 -31
leaf_value=9.3129431754230971 -17.74436986083105 7199.1833309966742 -28825.235401962746 5325.5321169966701 -8760.5089081554888 -57363.929714307596 -51888.758705814551 5385.0139077818631 -39306.187539062499 84127.607077752982 30015.787651041668 187.99187070486749 -4293.1595231924339 46215.048999521685 718.95414017897383 -1770.1931919642859 103981.10065400095 341.39061990523965 -66656.153821790547 16797.313408030659 -9612.0090290370026 -1284.1393007812501 76227.939167865959 189127.64454055062 -3967.4684095470184 -19370.54575249289 -2220.4970817236867 -6433.2274183637637 -58450.650718565252 22812.014228098677
leaf_weight=982691 3044203 909 99 3832 82 51 61 255 20 42 150 33216 1137 49 104 28 33 2933 37 1282 419 50 38 21 218 441 997 89 74 243
leaf_count=982691 3044203 909 99 3832 82 51 61 255 20 42 150 33216 1137 49 104 28 33 2933 37 1282 419 50 38 21 218 441 997 89 74 243
internal_value=0 52.4645 956.421 1019.41 635.473 -3413.06 -2505.57 948.327 22215.1 34196.2 21860.3 790.445 3924.03 22583.6 41246 73420.1 93860.1 2373.28 -6258.6 4519.37 11369 -2356.96 32187 137094 -1491.65 -3629.52 -274.376 -6130.81 -30048.5 10148.4
internal_weight=0 1.0296e+06 46910 46811 42979 3083 3032 39896 294 212 170 39602 6386 490 235 131 103 5896 1174 4722 1789 507 88 54 2971 2510 2069 1160 163 461
internal_count=4073804 1029601 46910 46811 42979 3083 3032 39896 294 212 170 39602 6386 490 235 131 103 5896 1174 4722 1789 507 88 54 2971 2510 2069 1160 163 461
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=31
num_cat=0
split_feature=2 1 4 5 6 1 3 3 0 4 0 3 6 4 6 0 6 6 3 2 0 6 6 6 0 6 1 0 6 4
split_gain=3.95103e+11 2.68185e+12 1.91093e+13 1.73635e+13 3.25884e+13 3.0837e+13 1.5979e+13 1.59373e+13 2.21497e+13 1.45899e+13 1.36196e+13 1.20351e+13 2.56708e+13 1.53919e+13 1.11533e+13 1.04097e+13 8.5742e+12 8.40195e+12 8.39383e+12 8.63669e+12 8.26027e+12 1.27894e+13 1.37094e+13 1.12577e+13 8.39778e+12 2.34187e+13 1.79551e+13 1.72837e+13 1.67038e+13 1.58679e+13
threshold=451.00000000000006 36.865631950000008 10.500000000000002 2.5000000000000004 79.710000000000022 36.593086150000012 9.5000000000000018 8.5000000000000018 55.710673100000008 13.500000000000002 55.721784200000009 4.5000000000000009 108.05000000000001 7.5000000000000009 85.020000000000024 56.288960650000007 76.605000000000004 89.00500000000001 15.500000000000002 75.000000000000014 55.418618900000006 98.020000000000024 76.605000000000004 80.720000000000013 55.702806750000008 108.05000000000001 36.555998300000006 55.737027400000009 44.410000000000004 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 18 7 -6 10 16 -9 -8 14 15 -13 -14 -7 20 -5 -16 19 -4 21 22 -1 -24 25 26 -22 28 -26 -30
right_child=-2 -3 3 4 5 6 9 8 -10 -11 -12 12 13 -15 17 -17 -18 -19 -20 -21 24 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=3196.8953491861389 -13.907060177232777 103.19361994186927 -57023.560156250001 12302.548526041668 69400.507436342596 -77463.917365056826 -108339.81973379629 54343.288128465218 162861.0914351852 -20885.563147536057 51536.928517747961 -6262.4223800393875 -22147.679755434787 -136626.42135620117 42632.228475215525 3944.9815188776106 80974.31653645834 -41618.607036132817 -15743.091917333062 6006.8770017768384 -2389.4531922601113 75070.757291666669 -77205.179366987184 -4528.7486120345748 -4478.7798756356633 -116370.85257812502 -19611.380684829866 -5164.549356868476 39839.235563510527 3067.5749697730657
leaf_weight=2246 3396489 658696 22 75 54 22 27 62 27 65 46 3954 23 24 29 3336 24 20 212 1835 1935 24 39 47 381 20 881 2713 266 210
leaf_count=2246 3396489 658696 22 75 54 22 27 62 27 65 46 3954 23 24 29 3336 24 20 212 1835 1935 24 39 47 381 20 881 2713 266 210
internal_value=0 69.7389 -1113.81 6983.54 24762.6 2035.53 -15369.8 56556.4 87264.4 -46551.5 9149.19 -2381.3 -7135.73 -80604.9 -18313.3 -808.937 28950.2 8244.13 3108.05 5260.15 -2618.92 2444 1696.56 -37486.7 -4480.96 -8543.24 -7777.42 -1253.9 11126 23616.4
internal_weight=0 677315 18619 2520 451 263 209 188 89 92 117 16099 4001 47 71 12098 99 49 2069 1857 8762 2356 2332 86 6406 2836 2816 3570 857 476
internal_count=4073804 677315 18619 2520 451 263 209 188 89 92 117 16099 4001 47 71 12098 99 49 2069 1857 8762 2356 2332 86 6406 2836 2816 3570 857 476
is_linear=0
shrinkage=0.1


Tree=4292
num_leaves=31
num_cat=0
split_feature=2 4 6 5 7 1 1 0 4 0 1 0 0 0 1 2 0 6 6 0 1 0 1 1 3 3 0 4 0 0
split_gain=3.96222e+11 2.52195e+12 6.33114e+12 1.35553e+13 4.75023e+13 3.18021e+13 3.30376e+13 3.62103e+13 3.05709e+13 5.58925e+13 4.30018e+13 3.46522e+13 7.60105e+13 1.52016e+14 8.80804e+13 6.76641e+13 3.87717e+13 5.34889e+13 4.07566e+13 3.40205e+13 4.22793e+13 3.96171e+13 4.83772e+13 1.58132e+14 5.36676e+13 3.52325e+13 3.0424e+13 2.91275e+13 2.88183e+13 2.87396e+13
threshold=3338.0000000000005 16.500000000000004 60.305000000000007 1.5000000000000002 6.0000000000000009 30.315889700000003 30.277905650000005 60.028671700000011 17.500000000000004 59.982409200000006 30.345769800000003 55.554045200000012 55.759969450000007 55.743464250000009 37.600779750000008 75.000000000000014 55.710673100000008 50.795000000000009 54.710000000000008 55.768246800000007 37.290808600000013 55.801384500000005 37.534144550000008 37.543519500000009 8.5000000000000018 9.5000000000000018 59.990753350000013 17.500000000000004 55.753967500000009 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 9 10 -7 15 13 16 -15 -12 -13 -18 -19 20 29 22 24 -24 -21 -26 -8 -28 -16 -10
right_child=-2 2 -4 4 5 8 7 -9 19 -11 11 12 -14 14 28 -17 17 18 -20 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-91.273129450657862 37.463462489593773 -8.3771989102256139 -291.70660398819263 3321.9090829872689 1529.6069770189217 -39299.206954121495 13554.11502514749 -24339.069539741849 11485.558034988464 43567.130633599583 45211.725844577093 -12372.605533892947 7760.9202283176819 -214349.19872159092 -106840.45698180381 5801.0061693399903 -8574.0615094051955 74891.216949152542 10874.950707254957 -72078.429979571185 -489.0006579694421 -3049.0559418954035 166155.67144607846 -11242.118182124254 77127.533182010142 -24353.288599923428 -39732.572286184208 52113.5341395141 -30692.595506354948 56078.058601122561
leaf_weight=1710229 1667517 323364 232235 59226 5981 245 1701 207 508 335 490 2551 4687 44 79 3927 574 177 227 272 33282 21242 51 3410 37 454 38 378 134 202
leaf_count=1710229 1667517 323364 232235 59226 5981 245 1701 207 508 335 490 2551 4687 44 79 3927 574 177 227 272 33282 21242 51 3410 37 454 38 378 134 202
internal_value=0 -25.9616 134.51 347.916 1168.17 -402.091 5461.17 15579.4 -1069.8 3231.79 2203.06 2991.89 -751.659 -11290.1 -85543.1 10173 -5882.59 11045.9 38921.7 -2044.3 26.1094 -4807.89 -13652.9 -8628.05 -36445.6 -16706.1 19482.6 43723.7 -58935.2 24172.4
internal_weight=0 2.40629e+06 696058 463823 140459 81233 8305 2324 72928 13470 13135 12890 8473 3786 257 4417 3529 978 404 59458 33992 25466 4224 3461 763 491 2117 416 213 710
internal_count=4073804 2406287 696058 463823 140459 81233 8305 2324 72928 13470 13135 12890 8473 3786 257 4417 3529 978 404 59458 33992 25466 4224 3461 763 491 2117 416 213 710
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=31
num_cat=0
split_feature=4 6 5 5 1 6 1 1 6 1 1 0 1 0 6 0 6 0 4 3 1 1 6 3 6 3 0 3 0 1
split_gain=4.47477e+11 2.50336e+12 1.39797e+13 1.72329e+13 1.59024e+13 4.41817e+13 2.39909e+13 8.5184e+13 2.68888e+13 3.15061e+13 3.71892e+13 2.67413e+13 2.51042e+13 3.29522e+13 4.54511e+13 5.25527e+13 3.0361e+13 3.52287e+13 1.25124e+14 3.34568e+13 3.2936e+13 2.85483e+13 2.66307e+13 2.56143e+13 2.38004e+13 2.3525e+13 2.94419e+13 2.01282e+13 4.55778e+13 2.73951e+13
threshold=5.5000000000000009 50.010000000000012 1.5000000000000002 2.5000000000000004 49.300375350000003 56.805000000000007 30.410676000000006 30.452677500000004 79.015000000000015 48.411058050000008 49.111590500000005 59.882709350000006 30.323041000000003 59.950512650000007 61.025000000000006 60.01610465000001 66.990000000000023 59.939085000000013 4.5000000000000009 2.5000000000000004 30.362494150000003 30.389265100000003 104.01000000000001 2.5000000000000004 79.710000000000022 4.5000000000000009 59.91832440000001 3.5000000000000004 59.933037250000005 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -10 -11 -8 -4 16 -15 -16 -14 21 23 -20 -21 22 25 -19 -23 27 -27 29 -29 -18
right_child=-2 2 3 -5 5 -7 7 8 9 10 -12 -13 13 14 15 -17 17 18 19 20 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-58.21082282939615 -20.723775495787539 -3878.2567964839045 1025.1606501788779 -121.95398049586181 2329.2137273360236 -4033.4892461743912 56230.856670887559 2787.8880211215787 -8228.2156987735525 121365.42940705128 10594.479969159294 17739.830378626466 4056.4332024001851 -13989.648287513186 -114291.34424268019 5985.2249620225703 -59572.129446411134 -26192.42264404297 190732.01955645162 -3914.9735473632813 157256.79345238095 -90115.634628704909 -120776.61757812501 -162856.51145833335 21107.120367431642 -6237.2141225961541 -129918.56356907895 2386.1343627434812 161296.72945312501 -8513.9198508787413
leaf_weight=731334 2928705 8045 7484 273407 26901 18363 359 71646 3400 39 136 363 1701 474 111 54 128 32 31 32 21 97 24 24 24 39 38 185 20 587
leaf_count=731334 2928705 8045 7484 273407 26901 18363 359 71646 3400 39 136 363 1701 474 111 54 128 32 31 32 21 97 24 24 24 39 38 185 20 587
internal_value=0 53.0031 249.575 331.426 1268.27 -252.05 2058.82 2693.67 2365.55 -6098.41 35280.6 36878.7 -2282.35 -9116.54 -29724.9 -74928.1 -4701.94 -16322.8 31022.1 108212 59945.5 -22126.9 -16684 -84762.7 -68054.9 -14178.2 -67274.8 -9734.28 17889.6 -17654.4
internal_weight=0 1.1451e+06 413765 405720 132313 45264 87049 75943 75221 3575 175 722 11106 3622 639 165 2983 1282 140 84 53 1142 1021 56 121 997 77 920 205 715
internal_count=4073804 1145099 413765 405720 132313 45264 87049 75943 75221 3575 175 722 11106 3622 639 165 2983 1282 140 84 53 1142 1021 56 121 997 77 920 205 715
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=31
num_cat=0
split_feature=6 6 4 4 1 5 0 1 0 3 0 4 0 0 3 0 6 6 6 1 1 0 0 1 0 7 4 7 0 0
split_gain=5.04672e+11 4.81872e+12 1.55222e+13 2.09832e+13 1.85201e+13 3.17534e+13 3.79724e+13 2.58419e+13 2.58463e+13 2.44573e+13 2.33703e+13 2.48141e+13 2.3287e+13 1.87209e+13 1.81204e+13 1.82593e+13 2.20342e+13 1.87597e+13 1.78701e+13 3.2375e+13 2.18225e+13 1.61823e+13 2.76985e+13 1.7104e+13 1.72077e+13 2.19525e+13 1.58413e+13 4.73134e+13 2.08303e+13 2.04834e+13
threshold=62.375000000000007 60.910000000000004 7.5000000000000009 10.500000000000002 37.729575300000008 2.5000000000000004 55.579943700000008 37.978059650000013 55.520061350000013 2.5000000000000004 55.866549750000011 13.500000000000002 55.173955500000005 55.775215600000003 11.500000000000002 59.838047850000002 61.025000000000006 61.425000000000004 62.010000000000012 37.563506350000004 30.345769800000003 59.950512650000007 59.91832440000001 30.370944000000005 60.01610465000001 6.0000000000000009 16.500000000000004 6.0000000000000009 55.775215600000003 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -7 8 12 10 11 13 -6 -8 15 26 -17 -18 -5 20 -20 22 -22 -23 25 -25 27 28 -11 -30
right_child=-2 2 3 4 7 6 9 -9 -10 14 -12 -13 -14 -15 -16 16 17 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2.2902150306062179 58.649079681445578 -2504.2868868651608 2314.4840858985417 -4528.2068888626964 6914.1864807737238 -40592.335088900865 -46153.16483811599 -974.62834437376466 12132.6455658134 9296.2910706426064 8302.5842062431475 12637.58236607143 -34750.241797127215 -168630.43310317994 1608.218894203656 67622.031437800484 -37380.062613774273 15616.93761956466 -25288.942367818039 -34084.27262949459 3019.0881137752376 -43947.0859375 -76703.563813164888 159202.55048828127 2939.1342688519021 41223.205536684785 14954.750121953499 163690.76126893942 135912.42739583334 45494.568221885282
leaf_weight=2896423 1078696 32348 26996 9951 301 145 26 22475 2877 142 114 28 242 24 471 52 103 190 381 610 599 23 47 24 46 46 209 33 30 152
leaf_count=2896423 1078696 32348 26996 9951 301 145 26 22475 2877 142 114 28 242 24 471 52 103 190 381 610 599 23 47 24 46 46 209 33 30 152
internal_value=0 -21.1226 -708.294 167.489 -1305.79 -4316.79 8375.91 257.674 8355.92 12887 -20556.1 -62734.1 -11654.5 -104942 17533.2 25766.6 7633.09 -3013.41 -6177.35 -15417.6 -5651.95 3878.87 -2781.17 34831.3 50451.1 81673.3 36819.7 49620.2 38001.9 60398.6
internal_weight=0 2.99511e+06 98685 66337 39341 13446 1719 25895 3420 1574 192 78 543 50 1382 911 345 293 11727 1776 1166 785 646 139 116 70 566 357 324 182
internal_count=4073804 2995108 98685 66337 39341 13446 1719 25895 3420 1574 192 78 543 50 1382 911 345 293 11727 1776 1166 785 646 139 116 70 566 357 324 182
is_linear=0
shrinkage=0.1


Tree=4295
num_leaves=31
num_cat=0
split_feature=6 5 1 1 4 6 4 4 1 6 6 6 0 0 4 3 3 1 3 4 4 6 2 4 3 3 0 0 3 1
split_gain=4.61926e+11 3.18399e+12 1.27912e+13 8.93152e+12 1.60114e+13 1.05629e+13 8.59605e+12 1.79036e+13 1.39598e+13 9.15515e+12 9.67047e+12 1.76552e+13 8.85325e+12 1.57699e+13 7.06679e+12 1.19359e+13 1.41327e+13 7.88297e+12 9.25884e+12 7.01885e+12 6.34757e+12 6.18377e+12 9.80219e+12 1.32235e+13 1.68679e+13 1.40858e+13 1.2859e+13 3.15489e+13 2.12131e+13 4.46282e+13
threshold=39.305000000000007 1.5000000000000002 30.362494150000003 30.370944000000005 6.5000000000000009 37.995000000000012 13.500000000000002 5.5000000000000009 30.303340300000002 39.025000000000013 38.805000000000007 38.605000000000011 59.982409200000006 60.002985000000002 11.500000000000002 4.5000000000000009 10.500000000000002 30.323041000000003 4.5000000000000009 32.500000000000007 13.500000000000002 38.995000000000012 75.000000000000014 12.500000000000002 11.500000000000002 2.5000000000000004 55.783232450000007 55.743464250000009 4.5000000000000009 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -3 -9 10 11 12 -8 -14 17 -16 -17 -10 -19 21 -6 -5 23 24 25 -23 27 28 29 -27
right_child=-2 2 3 19 5 -7 9 8 14 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=97.921822779439282 -19.749928064493343 -577.54675475735758 17391.406499526081 -1390.9276494738222 -65371.804635416673 -93380.958190524194 -2926.9697696192434 12031.901534185068 88461.077473958343 -48839.258201768665 41847.181263241531 -62552.704923691861 56828.672141575174 5285.1607317097987 73910.540675184457 -20098.175275358608 71888.309782608689 -9660.1014272836528 65932.972280812828 39425.538233557418 -10622.709824795194 -9677.1632013494327 474.73683114586106 -6029.8632902851259 -49618.367263104839 193239.64821428573 12984.165551456405 112121.48196614583 6792.7785853794649 -6376.4993815104172
leaf_weight=989524 3031103 541 68 44653 30 31 866 363 54 36 59 43 74 300 36 61 23 26 43 43 72 88 4989 254 31 21 162 60 126 24
leaf_count=989524 3031103 541 68 44653 30 31 866 363 54 36 59 43 74 300 36 61 23 26 43 43 72 88 4989 254 31 21 162 60 126 24
internal_value=0 57.4125 -696.39 -1042.67 -22080.5 -42261.6 6250.03 12645.3 24449.9 926.791 2261.8 441.425 2625.9 15483.6 43000.3 25735.2 5088.6 59844.3 37448.6 -958.852 -26725.4 -993.302 2091.87 12624.4 21878.6 26486.5 34584.3 49732.4 27841.4 86777.7
internal_weight=0 1.0427e+06 53177 50652 201 133 2525 1147 606 1378 1342 1283 1240 374 243 120 84 123 69 50451 102 50408 5755 766 512 481 393 231 171 45
internal_count=4073804 1042701 53177 50652 201 133 2525 1147 606 1378 1342 1283 1240 374 243 120 84 123 69 50451 102 50408 5755 766 512 481 393 231 171 45
is_linear=0
shrinkage=0.1


Tree=4296
num_leaves=31
num_cat=0
split_feature=4 0 1 0 3 5 6 3 1 6 4 4 6 1 5 6 6 6 0 6 6 0 6 0 6 6 6 1 1 1
split_gain=4.72249e+11 2.38895e+12 5.8275e+12 1.33266e+13 1.28797e+13 1.17469e+13 1.3372e+13 3.4524e+13 6.82763e+13 5.23424e+13 1.34492e+14 2.33833e+13 1.42466e+13 1.21285e+13 2.05266e+13 1.6919e+13 2.08389e+13 1.86415e+13 1.40408e+13 1.15582e+13 2.95207e+13 1.37904e+13 1.21883e+13 1.16369e+13 1.08544e+13 1.57284e+13 1.08533e+13 1.08228e+13 2.73036e+13 1.73666e+13
threshold=5.5000000000000009 55.080855950000007 36.049731800000011 54.94613300000001 3.5000000000000004 2.5000000000000004 74.615000000000009 4.5000000000000009 20.507515800000004 85.020000000000024 4.5000000000000009 4.5000000000000009 71.030000000000015 20.507515800000004 4.5000000000000009 168.45000000000002 91.02500000000002 70.00500000000001 54.707511300000007 96.050000000000011 99.050000000000011 44.601833250000006 168.45000000000002 54.73499850000001 134.05000000000004 99.050000000000011 78.010000000000005 36.593086150000012 37.318079750000003 37.331232350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 8 9 10 -8 -11 -6 15 24 16 17 18 -7 -1 23 -22 -23 -21 25 -15 -19 -4 -29 -30
right_child=-2 -3 27 -5 5 13 7 -9 -10 11 -12 -13 -14 14 -16 -17 -18 26 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1006.9279022064653 -21.289690658085874 193.68730267705726 4117.3510578830164 -27495.956044224331 -3882.5090809059839 53073.972043372843 -19465.32309027778 108441.65440995067 -93129.159765625009 52072.993110795454 322672.20187500003 -89285.088312500011 -84995.512748579553 -17270.756955726127 -102859.64156250001 69148.018623352051 -28496.927614480199 122088.99445312501 -28012.826476900078 38666.578710937501 77460.18937355325 7606.5658688613803 -56665.192338709676 144060.89204545456 46238.319671875004 -78790.155149147729 33850.20365043309 -8423.6642176931546 10705.03802730713 -70.139497433679182
leaf_weight=5415 2928705 593538 6152 210 1375 29 27 38 50 22 20 25 22 749 30 32 202 20 81 20 27 612 31 22 25 44 46 3913 1500 530822
leaf_count=5415 2928705 593538 6152 210 1375 29 27 38 50 22 20 25 22 749 30 32 202 20 81 20 27 612 31 22 25 44 46 3913 1500 530822
internal_value=0 54.4505 -95.383 -2594.69 -2011.33 -7581.85 -1838.29 23657.6 1284.03 51503.8 126125 -23117.5 -5159.88 -14791 -21618.4 -669.871 -6580.38 18573.8 -6635.4 568.007 12545.9 7447.79 4507.93 93873.1 -18638.9 -20684.2 60589.2 -53.1095 -100.955 -39.7767
internal_weight=0 1.1451e+06 551561 9174 8964 2837 1579 182 144 94 47 47 1397 1258 848 410 378 176 110 6127 712 670 643 42 818 793 66 542387 536235 532322
internal_count=4073804 1145099 551561 9174 8964 2837 1579 182 144 94 47 47 1397 1258 848 410 378 176 110 6127 712 670 643 42 818 793 66 542387 536235 532322
is_linear=0
shrinkage=0.1


Tree=4297
num_leaves=31
num_cat=0
split_feature=6 1 2 1 1 3 1 5 3 3 4 5 3 5 0 3 4 1 5 0 0 1 0 0 4 2 2 0 1 0
split_gain=4.73483e+11 9.17673e+11 4.51799e+12 3.6565e+12 1.45853e+12 1.28592e+13 1.17285e+12 1.16739e+12 7.17724e+12 9.07683e+12 7.09403e+12 1.62369e+13 6.59442e+12 5.13096e+12 1.9262e+12 3.67402e+12 1.02055e+13 1.04287e+13 4.0339e+12 8.33633e+12 4.04738e+12 3.75137e+12 6.01788e+12 2.96759e+12 6.51512e+12 2.53752e+12 2.30953e+12 2.10339e+12 3.06641e+12 2.97209e+12
threshold=247.90000000000001 30.157841000000001 3338.0000000000005 30.277905650000005 30.389265100000003 5.5000000000000009 30.452677500000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 4.5000000000000009 6.5000000000000009 13.500000000000002 6.5000000000000009 56.888401950000009 3.5000000000000004 7.5000000000000009 65.534455000000023 2.5000000000000004 57.719618750000002 59.764576050000009 56.805602900000004 57.15297970000001 56.818587550000011 8.5000000000000018 4829.0000000000009 6082.0000000000009 56.520242650000007 53.252814850000007 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 14 9 10 11 -9 -10 -11 23 18 17 -17 20 -20 25 -18 -23 27 -25 -16 -21 29 -29 -8
right_child=1 3 -4 4 6 -7 7 8 12 13 -12 -13 -14 -15 15 16 21 -19 19 26 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.95481900841659562 51473.975312499999 -35638.418142361115 -9885.5532291666677 58857.603162802421 -20980.446679687502 -42491.115476190476 2165.2044126059122 -76885.689343749997 58445.285416666666 -19674.43638857887 50368.277548363098 33991.122879464288 -12829.842656250001 -87359.133007812503 -29491.05965687145 -5245.4712164463144 -6085.0827343750007 -94062.106240234381 67489.448222656254 -19838.947247023811 30714.277764423077 7140.1818869198078 73370.322367527173 14522.496556423022 -59225.125066406246 10030.045086669923 27643.026308593748 50382.20687779018 4104.5555989583336 -7872.5129381046736
leaf_weight=4070611 20 27 30 31 24 21 2070 25 27 21 21 28 25 24 33 39 40 20 40 21 39 34 23 23 25 32 20 21 45 344
leaf_count=4070611 20 27 30 31 24 21 2070 25 27 21 21 28 25 24 33 39 40 20 40 21 39 34 23 23 25 32 20 21 45 344
internal_value=0 1217.26 14658.3 1003.43 1320.93 17928.3 1039.08 1212.92 -6813.82 -20356.6 1180.31 -18309.3 24178.4 -55772.9 1691.34 8746.33 -2557.28 -35352.8 18278 35010.1 5246.28 17390.5 33864.6 739.695 -23887.7 -10034.5 3322.99 1216.35 18829.3 734.809
internal_weight=0 3193 50 3143 3116 52 3064 3040 171 119 74 53 52 45 2869 341 156 59 185 81 104 97 57 2528 48 65 41 2480 66 2414
internal_count=4073804 3193 50 3143 3116 52 3064 3040 171 119 74 53 52 45 2869 341 156 59 185 81 104 97 57 2528 48 65 41 2480 66 2414
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=31
num_cat=0
split_feature=6 5 4 1 3 6 6 2 1 1 0 4 3 4 7 2 0 0 3 6 6 1 1 6 1 4 1 6 1 4
split_gain=4.65638e+11 4.46149e+12 1.13549e+13 1.63491e+13 1.28516e+13 2.51593e+13 1.83365e+13 3.39642e+13 1.24235e+13 4.2128e+13 1.62434e+13 2.52182e+13 1.82545e+13 1.64703e+13 2.92471e+13 1.22394e+13 4.15703e+13 2.78701e+13 2.29523e+13 1.30339e+13 1.22004e+13 1.94498e+13 1.06477e+13 2.59835e+13 1.36626e+13 1.36051e+13 1.14939e+13 1.5224e+13 9.54571e+13 1.21073e+13
threshold=77.010000000000005 3.5000000000000004 9.5000000000000018 30.226173900000003 8.5000000000000018 27.215000000000003 66.990000000000023 2892.5000000000005 52.419561900000012 43.997056950000008 55.649510000000014 11.500000000000002 16.500000000000004 13.500000000000002 6.0000000000000009 75.000000000000014 55.759969450000007 55.676890650000011 3.5000000000000004 74.615000000000009 55.015000000000008 39.735861600000007 30.509101000000005 73.41500000000002 30.084656550000002 4.5000000000000009 30.330566300000005 60.005000000000003 30.370944000000005 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 22 -4 15 -6 20 8 9 10 11 -8 13 -12 -15 16 17 18 -5 -18 -7 -22 23 24 -3 -24 29 28 -28 -26
right_child=-2 2 3 4 5 6 7 -9 -10 -11 12 -13 -14 14 -16 -17 19 -19 -20 -21 21 -23 25 -25 26 -27 27 -29 -30 -31
leaf_value=-23.24894046987918 92.64736223065492 30338.197182060088 51358.341203567223 20296.488245738637 101657.84676983173 -3827.8411657262732 19516.65528675426 -8176.8791565895081 184.42353056271872 181727.29593750002 41944.079802766399 134183.6877412684 86570.699847005206 -68959.115369073275 44826.733098870354 -6355.7528186524714 88067.280859375009 -114152.26389396422 -108903.28671875001 -2733.1433730014537 -97215.527122961954 -6219.5440999348966 -5457.7944408266048 -24526.682693722527 58166.655193865743 2907.0079755708666 225365.47328464675 371.05395365397135 -7509.3413776041671 -9848.9894954274441
leaf_weight=3560910 478729 149 53 44 26 135 44 512 96 20 61 34 30 58 37 2693 25 62 20 43 46 48 2101 519 27 26091 23 240 75 853
leaf_count=3560910 478729 149 53 44 26 135 44 512 96 20 61 34 30 58 37 2693 25 62 20 43 46 48 2101 519 27 26091 23 240 75 853
internal_value=0 -12.3371 1124.96 -3820.68 -4545.64 4409.09 2153.55 8633.79 31283.9 41796.5 31195.6 69499.7 15132.6 1394.55 -24642.5 -8103.34 -32362.4 -66368.7 -20078.4 30649.4 -23088.3 -50749.5 1796.98 -5477.41 1754.91 2283.62 -1741.73 13932.7 47145 -7762.15
internal_weight=0 3.59508e+06 34165 4087 4034 1147 1121 892 380 284 264 78 186 156 95 2887 194 126 64 68 229 94 30078 1886 1367 28192 1218 338 98 880
internal_count=4073804 3595075 34165 4087 4034 1147 1121 892 380 284 264 78 186 156 95 2887 194 126 64 68 229 94 30078 1886 1367 28192 1218 338 98 880
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=31
num_cat=0
split_feature=4 7 3 6 2 2 6 0 0 0 0 6 1 6 6 6 6 0 6 1 2 6 5 0 2 6 6 1 1 6
split_gain=4.65268e+11 1.73432e+12 2.16797e+12 4.20974e+12 6.4534e+12 1.33443e+13 5.77653e+12 1.07579e+13 8.59963e+12 1.11111e+13 1.53838e+13 5.15338e+12 4.90377e+12 3.69429e+12 3.32387e+12 3.47683e+12 2.97632e+12 2.6985e+12 3.11652e+12 2.41766e+12 2.40475e+12 3.70026e+12 3.86843e+12 3.71792e+12 2.7743e+12 2.30486e+12 2.16239e+12 1.67666e+12 2.4952e+12 3.23678e+12
threshold=2.5000000000000004 6.0000000000000009 1.5000000000000002 84.810000000000016 2970.5000000000005 2892.5000000000005 106.49500000000002 45.177967300000006 46.323575350000006 54.604289300000012 55.801384500000005 67.91500000000002 39.723160900000003 54.990000000000002 41.990000000000002 33.805000000000007 43.605000000000011 56.067362750000008 43.905000000000008 49.195555600000006 2421.5000000000005 189.00000000000003 3.5000000000000004 51.659529100000007 4311.5000000000009 130.05000000000004 70.50500000000001 39.939672500000007 43.862029600000007 65.00500000000001
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 20 4 5 12 7 -5 25 -10 -11 16 13 14 15 -4 -6 18 -14 -9 -3 22 27 -24 -25 -8 -15 -22 29 -29
right_child=-2 2 3 6 11 -7 8 19 9 10 -12 -13 17 26 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=153.36123372622419 -5.6865211696801659 -16483.597391357423 4075.0962611607147 7208.9725784560378 7480.2421617838545 104029.22093750001 827.46509459390802 -80668.560742187503 96596.775177556832 -55745.326328125004 60911.304176682694 44298.660665760872 10607.511289062501 77142.267568824405 -15134.884659090909 61618.679878162198 -20787.213059214002 18102.529701791162 -43934.775585937503 -33129.274320678713 8900.0402760787383 41235.606351902177 2659.7372430098685 -65087.330060369328 -14272.524702380953 -32867.38671875 33998.349278846159 -2280.0922584635418 3732.6130253212914 -39108.965680803572
leaf_weight=110555 3961637 80 21 59 75 20 173 23 22 20 26 23 20 21 22 21 74 41 22 20 281 23 38 22 21 23 26 75 285 35
leaf_count=110555 3961637 80 21 59 75 20 173 23 22 20 26 23 20 21 22 21 74 41 22 20 281 23 38 22 21 23 26 75 285 35
internal_value=0 200.843 3457.25 7379.04 14664.6 26256.6 -304.686 -20516 7504.23 38145.8 10191 242.056 18238.8 31986.9 16353.2 32846.9 -6558.63 -147.122 -17962.3 -58557.3 27.956 1721.45 520.886 -20130.5 -40270.8 -3126.52 53275.4 2995.39 -1205.13 -13998.4
internal_weight=0 112167 1612 752 386 214 366 102 264 68 46 172 194 111 64 42 149 83 42 43 860 780 757 81 43 196 47 676 395 110
internal_count=4073804 112167 1612 752 386 214 366 102 264 68 46 172 194 111 64 42 149 83 42 43 860 780 757 81 43 196 47 676 395 110
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 4 3 1 5 6 6 1 1 0 1 1 1 1 1 4 6 0 6 6 3 4 4 6 0 6
split_gain=4.27719e+11 8.04607e+12 1.19218e+13 1.66643e+13 1.54644e+13 2.13512e+13 1.16811e+13 1.16517e+13 1.07023e+13 1.05713e+13 3.35393e+13 3.34913e+13 1.53688e+13 2.49246e+13 1.52462e+13 2.5337e+13 1.20945e+13 2.15696e+13 2.71552e+13 2.01903e+13 1.983e+13 1.67861e+13 3.59579e+13 1.82669e+13 1.39683e+13 2.37368e+13 1.39193e+13 1.38707e+13 1.23023e+13 2.67275e+13
threshold=55.183288250000011 55.123213100000008 82.901648750000021 16.500000000000004 82.956351500000011 3.5000000000000004 16.500000000000004 37.442254400000003 1.5000000000000002 45.305000000000007 45.005000000000003 82.895858600000011 61.273924650000005 55.161746650000005 37.488790500000007 59.317422600000008 61.29689960000001 61.335446300000008 61.381045500000006 15.500000000000002 59.245000000000012 55.173955500000005 142.05000000000004 122.65000000000002 2.5000000000000004 3.5000000000000004 24.500000000000004 116.05000000000001 55.145978450000008 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 10 -9 12 13 14 -11 -16 27 19 21 -18 -21 22 24 -23 -19 -26 -27 -14 -24 -30
right_child=-2 2 3 -5 8 -7 -8 9 -10 11 -12 -13 16 -15 15 -17 17 18 -20 20 -22 23 28 -25 25 26 -28 -29 29 -31
leaf_value=-2.7468045828191281 -32.483116425143088 -8907.3640052217652 23837.669131978357 41512.504064774192 -14871.287752133932 -27076.003388045083 -8857.1702678726306 873.71228850505395 2627.9388575157755 9464.2351182673538 -23865.079005116055 31325.647676064313 11223.707189982915 -14600.034318207574 -32441.566118607956 1602.9547374617987 806.05378451637046 -4903.2969580289628 2410.7510679177162 -47.50595193105201 -26201.497052657855 7419.7589196342487 136610.2439814815 -49516.719436961212 125500.86497395833 22026.055322432643 -10865.207316810345 -29365.372997485632 120119.60492424243 -7153.7516808712135
leaf_weight=1980158 2031843 1030 96 73 478 580 1081 25620 1300 1430 560 414 2610 1278 275 1066 2683 271 16252 511 670 1979 27 58 21 1142 145 87 33 33
leaf_count=1980158 2031843 1030 96 73 478 580 1081 25620 1300 1430 560 414 2610 1278 275 1066 2683 271 16252 511 670 1979 27 58 21 1142 145 87 33 33
internal_value=0 32.3222 1155.93 -5570.8 -6971.4 -19845.7 1442.69 1634.02 -2076.58 1823.95 344.54 3073.95 2691.36 -3047.09 2281.19 -5378.58 3567.42 2848.94 4172.77 -3989.81 -14885.1 11893.5 19319 5798.59 15760 20041.1 18320.4 9914.38 79745.7 56482.9
internal_weight=0 2.04196e+06 61803 2527 2454 676 59276 58195 1778 57165 26180 30985 30571 4049 2771 1341 26522 23825 19961 3864 1181 3709 1672 2037 1579 1308 1287 2697 93 66
internal_count=4073804 2041961 61803 2527 2454 676 59276 58195 1778 57165 26180 30985 30571 4049 2771 1341 26522 23825 19961 3864 1181 3709 1672 2037 1579 1308 1287 2697 93 66
is_linear=0
shrinkage=0.1


Tree=4301
num_leaves=31
num_cat=0
split_feature=6 0 0 4 0 4 6 4 7 1 0 4 1 6 4 6 6 7 0 6 6 6 4 6 1 1 1 6 6 6
split_gain=4.25288e+11 2.88715e+12 1.57563e+13 5.85541e+13 5.94832e+13 1.00749e+14 3.8228e+13 3.55656e+13 1.19672e+14 8.76362e+13 1.77118e+14 7.68097e+13 1.0001e+14 3.83993e+13 5.70729e+13 4.56892e+13 6.16112e+13 9.60831e+13 5.67863e+13 5.34941e+13 4.05422e+13 4.04108e+13 3.82714e+13 3.7997e+13 4.25118e+13 3.7049e+13 3.58028e+13 3.26732e+13 3.84194e+13 3.21586e+13
threshold=41.505000000000003 59.882709350000006 59.905532300000012 10.500000000000002 59.898927250000007 9.5000000000000018 97.020000000000024 20.500000000000004 6.0000000000000009 30.438492500000006 59.898927250000007 22.500000000000004 30.509101000000005 96.050000000000011 16.500000000000004 69.605000000000004 83.820000000000007 6.0000000000000009 59.898927250000007 76.605000000000004 74.015000000000015 100.05000000000001 18.500000000000004 86.920000000000016 30.438492500000006 30.303340300000002 30.315889700000003 85.020000000000024 82.905000000000015 93.050000000000011
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 -3 -6 -7 13 25 10 -10 12 -11 14 27 -16 17 18 -17 20 -20 -15 -19 -18 -25 -9 -27 28 -5 -13
right_child=1 2 -4 7 5 6 -8 8 9 11 -12 29 -14 21 15 16 23 22 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=47.063163966948935 7.3093501948646109 -3492.959914183451 -98.181821371574799 -3766.567857510227 -11340.548423180075 -53050.071230905771 -168811.12354166666 100083.43245738637 12715.33208653725 -104661.70444179437 152595.83399832589 2785.1287801046014 -9156.8509017324068 -58959.398368303577 8035.4302367715281 33098.1509691643 -50504.381003781586 57430.112258172296 155855.75199275362 256934.66770833335 24945.899655490452 -4777.1568181474086 -4652.548460505559 8946.4419663097651 108324.97281901044 -135286.45380859377 -28424.986595766131 22952.921275172663 -69598.585598385995 75184.963709852425
leaf_weight=1305005 2555636 3734 193041 3432 1687 581 30 22 472 156 112 2344 369 175 3009 66 94 190 69 33 36 645 208 417 48 32 1550 457 91 63
leaf_count=1305005 2555636 3734 193041 3432 1687 581 30 22 472 156 112 2344 369 175 3009 66 94 190 69 33 36 645 208 417 48 32 1550 457 91 63
internal_value=0 -22.1821 -375.758 -3038.69 -11283.3 -23941.7 -58733.9 490.849 -6159.14 4167.03 39541.7 -2878.96 -37535.4 4286.61 6361.97 14537.4 31388.7 53587.1 109389 145876 110972 -16340.4 24984.9 7482.74 19204.9 -28794.3 -30586.5 -2203.73 -5467.03 4680.1
internal_weight=0 2.7688e+06 213163 20122 6032 2298 611 14090 5120 3516 584 2932 525 8970 8150 4170 1161 602 204 138 105 820 398 559 465 1604 1582 3980 3523 2407
internal_count=4073804 2768799 213163 20122 6032 2298 611 14090 5120 3516 584 2932 525 8970 8150 4170 1161 602 204 138 105 820 398 559 465 1604 1582 3980 3523 2407
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=31
num_cat=0
split_feature=6 0 6 0 1 6 0 1 0 3 4 3 1 5 3 5 1 7 4 1 0 5 6 0 4 4 6 3 4 2
split_gain=4.10683e+11 4.40017e+12 2.32008e+13 5.11401e+13 3.61422e+13 6.17188e+13 5.37625e+13 5.35793e+13 5.21379e+13 4.21094e+13 4.67836e+13 3.43845e+13 3.22375e+13 3.13693e+13 3.06661e+13 2.63704e+13 2.50234e+13 2.43813e+13 3.02386e+13 5.64362e+13 3.01666e+13 3.78771e+13 8.21979e+13 2.6875e+13 3.75265e+13 9.35284e+13 2.54625e+13 2.54102e+13 2.39206e+13 2.74804e+13
threshold=77.010000000000005 59.864072000000007 80.720000000000013 59.950512650000007 30.330566300000005 79.015000000000015 59.905532300000012 30.315889700000003 59.882709350000006 11.500000000000002 5.5000000000000009 17.500000000000004 30.472130500000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 30.370944000000005 6.0000000000000009 13.500000000000002 30.345769800000003 60.034792100000011 2.5000000000000004 78.605000000000004 60.028671700000011 19.500000000000004 22.500000000000004 77.565000000000012 3.5000000000000004 15.500000000000002 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -3 14 -10 16 -8 -6 23 19 20 21 -19 27 24 26 -26 -5 -23 -14 -30
right_child=1 2 -4 17 12 6 15 -9 13 -11 -12 -13 28 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-11.58628767634195 -14.320830367064881 -9220.0373316592268 -3.1158347627056213 29349.955102796055 56086.792866847827 -64694.232868303574 55047.418129964004 75402.685088900864 -171886.44854910715 -93312.830875651038 113703.0649872449 -130612.849609375 26604.638503289476 -49101.755441623267 39721.080491357745 -26313.819160600142 -71661.32756029212 15527.311972407972 -171.59966449663335 -24967.959932684749 -44063.131814236112 255871.36080729167 43608.102537069521 2876.4299004291438 184001.88576660157 -10853.469642596379 -24346.553290673459 125092.93381410258 -102321.81553819445 -4967.9727575110119
leaf_weight=3595075 430624 840 39882 95 23 21 421 58 28 24 49 24 190 81 1061 44 46 177 1285 159 36 24 196 1724 32 107 1254 39 36 149
leaf_count=3595075 430624 840 39882 95 23 21 421 58 28 24 49 24 190 81 1061 44 46 177 1285 159 36 24 196 1724 32 107 1254 39 36 149
internal_value=0 87.0087 994.085 5830.56 15981.6 5468.1 26961.2 -9361.47 -33579.8 20993.2 60183.9 -12592.1 27088.8 -80642.8 35520 47348.7 -29078.6 -296.071 8631.72 26559.2 43916.9 51181.3 75547.2 -5621.62 -15467.5 34005.3 -20565.1 174913 1682.85 -23912.5
internal_weight=0 478729 48105 8223 3095 1590 726 261 203 94 70 864 1505 109 1130 465 69 5128 1916 631 472 436 259 3212 1488 139 1349 63 375 185
internal_count=4073804 478729 48105 8223 3095 1590 726 261 203 94 70 864 1505 109 1130 465 69 5128 1916 631 472 436 259 3212 1488 139 1349 63 375 185
is_linear=0
shrinkage=0.1


Tree=4303
num_leaves=31
num_cat=0
split_feature=0 4 3 6 6 1 0 5 1 3 3 5 4 1 4 0 3 2 6 4 6 1 4 1 3 0 0 4 0 1
split_gain=3.95962e+11 4.08432e+12 4.96766e+12 3.83466e+12 1.07271e+13 1.29004e+13 1.33793e+13 3.58784e+13 2.46713e+13 3.30924e+13 2.20787e+13 2.0078e+13 1.81955e+13 2.16782e+13 2.44437e+13 1.39191e+13 1.35565e+13 1.20973e+13 1.60397e+13 1.12255e+13 1.03861e+13 2.90008e+13 2.99775e+13 2.67617e+13 2.16231e+13 2.99656e+13 3.60039e+13 2.58595e+13 2.00102e+13 4.94002e+13
threshold=45.073441650000007 29.500000000000004 12.500000000000002 99.050000000000011 103.03500000000001 43.56803845000001 44.739668300000005 4.5000000000000009 37.740454950000007 3.5000000000000004 17.500000000000004 4.5000000000000009 5.5000000000000009 38.965413050000002 2.5000000000000004 45.047736150000013 2.5000000000000004 2892.5000000000005 100.05000000000001 2.5000000000000004 94.02500000000002 38.999037500000007 18.500000000000004 38.977585500000011 7.5000000000000009 45.055912800000009 45.07004340000001 21.500000000000004 45.029425500000009 38.958307950000012
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 8 12 9 -5 11 19 13 14 -8 17 -16 18 -15 -10 -1 22 28 24 25 27 -27 -24 29 -22
right_child=-2 2 -4 4 -6 -7 7 -9 10 -11 -12 -13 -14 15 16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=72.804450417258863 -11.219190715125585 -887.3788461538461 -67178.188437500008 10051.550030048078 195.18926931498291 -3707.1830282741789 11606.702532762098 121000.65234375 -31209.601231317934 176694.29650213069 -68611.730126953131 -75088.037141927096 5439.2927051656761 -1764.54154652741 -142423.6670654297 47551.334099786938 -48854.106132812507 37916.416762084962 -84416.329927884624 19136.642153702232 -2910.0434484926532 1887.1214601974132 -65165.479866260597 -73337.66585075685 -4903.9421409429515 -149584.96692154257 10609.68603515625 28070.157436523437 5724.0583378238352 -62391.093621428117
leaf_weight=436062 3606732 26 20 26 20187 1280 31 26 46 22 32 24 2745 59 32 44 30 30 39 1189 579 2994 59 125 301 47 20 60 753 184
leaf_count=436062 3606732 26 20 26 20187 1280 31 26 46 22 32 24 2745 59 32 44 30 30 39 1189 579 2994 59 125 301 47 20 60 753 184
internal_value=0 86.6346 -29709.5 89.5694 1273.54 5122.98 7706.44 4033.9 16033.4 86429.5 13416.1 15501 3023.55 -21999.9 -60896.5 -968.568 -97148.1 -17647.3 -34656.6 17261.4 20.2194 -4456.61 -13382 -32062.3 -21468 -48273.4 -101766 -18155.9 -5840.81 -17254.1
internal_weight=0 467072 46 467026 25842 5655 4375 3036 1339 48 1291 1259 3010 265 93 172 62 128 98 1235 441184 5122 2128 612 487 186 67 119 1516 763
internal_count=4073804 467072 46 467026 25842 5655 4375 3036 1339 48 1291 1259 3010 265 93 172 62 128 98 1235 441184 5122 2128 612 487 186 67 119 1516 763
is_linear=0
shrinkage=0.1


Tree=4304
num_leaves=31
num_cat=0
split_feature=6 5 2 2 4 6 5 6 6 4 0 4 1 4 4 0 0 6 0 0 1 0 3 6 2 0 0 1 1 6
split_gain=3.89818e+11 5.68973e+12 1.28666e+13 1.07182e+13 1.44188e+13 4.03603e+13 1.52341e+13 1.30434e+13 2.29058e+13 1.46495e+13 1.24547e+13 1.07512e+13 1.07538e+13 1.08125e+13 1.56278e+13 1.38357e+13 2.10152e+13 1.18556e+13 1.13168e+13 1.00567e+13 9.91218e+12 7.01472e+12 6.74116e+12 6.72846e+12 1.22769e+13 8.44688e+12 9.2926e+12 8.70256e+12 7.18434e+12 6.38894e+12
threshold=49.010000000000012 2.5000000000000004 9613.5000000000018 75.000000000000014 8.5000000000000018 42.405000000000008 3.5000000000000004 48.945000000000007 41.990000000000002 9.5000000000000018 55.667390500000003 26.500000000000004 103.8879505 14.500000000000002 13.500000000000002 56.342669500000007 56.288960650000007 42.875000000000007 54.707511300000007 55.768246800000007 37.618684050000006 55.721784200000009 5.5000000000000009 48.005000000000003 9907.0000000000018 55.050541250000002 55.055052800000006 43.997056950000008 83.007653300000015 15.450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 22 -7 12 13 14 29 16 18 -16 -15 -12 -9 -6 -10 25 28 27 -27 -4 -25 -5
right_child=-2 2 23 11 6 10 -8 20 9 -11 19 -13 -14 15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=15.737421584278046 -31.437204336181157 135249.92491554056 -24806.068140252748 -4075.6720932334861 25196.526729910714 -57033.40561079546 -52802.066715494788 -46841.04829669332 7852.9958214393037 138099.19309895832 84567.556250000009 44045.95389916205 26259.005519425678 3623.3757400424497 18652.725158854166 2462.7337955729167 -98506.730255681832 90578.88406723486 -30843.509429240676 -14514.601728515625 25412.000413602942 -44975.610365032335 82174.562720788061 -11883.890421926739 34063.412415193256 -33065.641145730326 -5141.8260407689677 6286.4271467568215 -44295.797478125001 3206.50372878288
leaf_weight=2053645 2004014 37 101 1349 28 22 36 43 26 24 21 62 185 173 75 525 33 33 212 20 34 29 23 151 38 158 485 828 125 11269
leaf_count=2053645 2004014 37 101 1349 28 22 36 43 26 24 21 62 185 173 75 525 33 33 212 20 34 29 23 151 38 158 485 828 125 11269
internal_value=0 30.4382 1900.37 2927.06 20390.4 52351.4 7237.66 17679.4 36998.3 74090 3664.95 2496.63 2310.68 1986.56 2752.17 -8345.46 -21920.3 40630.2 -15355.8 36234.8 -14937.1 -10505.1 42738.6 -5861.85 -19226.2 -3192.37 -12003.4 2906.08 -26563.2 2427.96
internal_weight=0 2.06979e+06 16145 14259 343 100 243 207 130 73 63 13916 13854 13669 12726 943 418 108 385 41 77 57 49 1886 314 1572 643 929 276 12618
internal_count=4073804 2069790 16145 14259 343 100 243 207 130 73 63 13916 13854 13669 12726 943 418 108 385 41 77 57 49 1886 314 1572 643 929 276 12618
is_linear=0
shrinkage=0.1


Tree=4305
num_leaves=31
num_cat=0
split_feature=6 6 4 1 2 0 0 4 6 0 1 1 0 6 0 1 1 6 0 3 0 0 0 1 3 5 1 1 1 6
split_gain=4.26357e+11 3.76718e+12 8.22646e+12 1.95799e+13 1.44039e+13 1.53729e+13 1.37596e+13 1.20601e+13 3.98658e+13 3.03311e+13 1.90609e+13 2.49624e+13 4.32187e+13 1.44805e+14 4.10635e+13 2.7523e+13 4.07634e+13 2.70889e+13 3.10949e+13 2.11221e+13 2.93101e+13 3.90584e+13 1.8485e+13 1.68283e+13 1.5788e+13 1.44962e+13 1.34137e+13 1.50686e+13 1.88184e+13 1.39763e+13
threshold=55.015000000000008 49.010000000000012 7.5000000000000009 118.02765200000002 4829.0000000000009 56.638205000000006 45.090603300000005 6.5000000000000009 54.010000000000012 59.963561900000009 38.999037500000007 30.323041000000003 59.848366150000011 53.005000000000003 59.91832440000001 37.563506350000004 37.442254400000003 50.410000000000004 55.728148450000006 4.5000000000000009 59.933037250000005 59.882709350000006 60.028671700000011 30.370944000000005 4.5000000000000009 1.5000000000000002 30.330566300000005 30.410676000000006 37.503969450000007 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 6 -4 -5 -6 -3 -8 9 10 11 19 15 14 -14 16 24 18 -17 20 21 -9 -11 -16 -13 -19 29 -28 -29 -10
right_child=-2 2 3 4 5 -7 7 8 26 22 -12 12 13 -15 23 17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=27.394345199424762 39.903421664250786 -1803.7655740608025 -662.89293185319502 45246.470488879146 -19323.902420905895 23113.928636549346 686.82749476051049 -30353.10923940298 33786.632267441862 -104738.71947115386 -2615.5528401057791 -19251.324863167694 95610.34535861545 267606.14891927084 26704.778767903645 12510.448251065342 -88331.589648437512 -25156.918797559862 127775.43506054688 20230.514951636906 43229.462109375003 -174926.63293750002 -18143.790973355877 -58913.560770763055 44966.509091938409 25699.018200802107 116356.54840745193 -29938.368971706084 45662.036054507866 -53493.812304687504
leaf_weight=2069790 1615683 23614 265152 147 131 245 96022 74 43 39 1474 86 54 30 48 44 59 77 50 105 32 25 67 44 69 206 26 37 299 32
leaf_count=2069790 1615683 23614 265152 147 131 245 96022 74 43 39 1474 86 54 30 48 44 59 77 50 105 32 25 67 44 69 206 26 37 299 32
internal_value=0 -26.2279 -312.032 -624.766 18705 8328.41 365.354 882.524 7104.78 2378.98 4620.65 15254.9 24005.8 67504.4 26387.6 11051.9 -17591.1 27310.7 73821.6 -13185.4 -39969.1 -66861.6 -50004.2 -14243.1 9335.97 11861.9 35037.8 43012.4 37337 -3453.02
internal_weight=0 2.45812e+06 388331 265675 523 376 122656 99042 3020 2583 2477 1003 767 176 146 591 214 377 94 236 131 99 106 92 155 283 437 362 336 75
internal_count=4073804 2458121 388331 265675 523 376 122656 99042 3020 2583 2477 1003 767 176 146 591 214 377 94 236 131 99 106 92 155 283 437 362 336 75
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 6 4 6 6 4 4 1 6 6 4 5 4 3 6 0 1 3 3 2 1 4 0 1 6
split_gain=4.11121e+11 2.21008e+12 1.94561e+13 6.46301e+13 4.46185e+13 8.46452e+13 1.63099e+14 1.46537e+14 1.09569e+14 9.12085e+13 7.54888e+13 5.77934e+13 4.72626e+13 6.16539e+13 4.7941e+13 8.10692e+13 4.40899e+13 7.2465e+13 4.38546e+13 4.16584e+13 3.94991e+13 5.56398e+13 4.79903e+13 4.20911e+13 3.85051e+13 5.36305e+13 3.5023e+13 3.46745e+13 4.88187e+13 4.72312e+13
threshold=9.5000000000000018 55.749683450000006 55.721784200000009 37.740454950000007 37.563506350000004 37.649344350000007 78.010000000000005 6.5000000000000009 64.805000000000021 69.605000000000004 7.5000000000000009 3.5000000000000004 37.71815560000001 54.010000000000012 78.010000000000005 6.5000000000000009 1.5000000000000002 8.5000000000000018 1.5000000000000002 36.905000000000008 55.737027400000009 37.682335600000009 2.5000000000000004 1.5000000000000002 75.000000000000014 37.957884500000006 5.5000000000000009 55.743464250000009 37.768783500000005 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 -9 -6 13 19 -14 -16 17 -12 -18 -7 23 22 -22 -15 27 -26 -25 28 -5 -30
right_child=-2 -3 3 24 5 12 -8 8 -10 -11 16 -13 14 20 15 -17 18 -19 -20 -21 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-8.0902354435584716 29.589853072965838 -164.29266060539885 5237.4622806530297 3841.5891099179266 -153099.70643750002 11819.337708140229 -157246.91797902962 237572.79689555924 -83448.496231617653 156449.05341282894 -69677.339093800081 4466.8637764654222 68467.82354827426 109850.58762019231 -176694.09585774739 48401.992561848958 -14259.002555338542 87069.676023372944 127232.86930403387 -40665.862925999303 -4760.1467867943547 -3723.2993315197173 139714.47432189257 -90875.356676136376 42903.532333841235 734.95053516875453 11536.425965073531 11784.615944980649 -28465.205175731222 -134381.623606179
leaf_weight=1094886 2181312 772031 3859 554 25 236 38 38 34 38 39 338 201 26 24 48 24 121 251 421 31 84 89 55 307 17152 85 437 976 44
leaf_count=1094886 2181312 772031 3859 554 25 236 38 38 34 38 39 338 201 26 24 48 24 121 251 421 31 84 89 55 307 17152 85 437 976 44
internal_value=0 -34.1057 55.597 2782.1 11759.5 22965.4 45722.8 54217.1 89944.3 9045.81 102408 -6384.83 6405.03 -3425.64 43387.1 -26630 90600.6 48862.6 114884 -21812.7 29223.9 58697.4 102392 -6996.59 -32.8433 1476.45 -28696.8 -13136.1 -20055 -33034.1
internal_weight=0 1.89249e+06 1.12046e+06 25575 6105 2246 946 908 507 401 473 363 1300 1027 273 72 435 160 275 657 370 204 120 166 19470 17459 140 2011 1574 1020
internal_count=4073804 1892492 1120461 25575 6105 2246 946 908 507 401 473 363 1300 1027 273 72 435 160 275 657 370 204 120 166 19470 17459 140 2011 1574 1020
is_linear=0
shrinkage=0.1


Tree=4307
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 6 6 1 1 2 4 6 5 3 6 6 3 6 6 3 7 6 1 3 1 6 6 3 1
split_gain=3.9708e+11 8.73151e+12 3.45465e+13 2.16058e+13 2.98638e+13 2.28797e+13 3.7692e+13 2.04691e+13 1.77894e+13 1.96315e+13 2.89904e+13 2.23642e+13 2.02456e+13 2.44585e+13 1.91017e+13 2.0534e+13 1.98355e+13 1.9874e+13 1.59933e+13 4.98645e+13 2.30998e+13 1.60116e+13 1.98868e+13 1.59072e+13 3.22382e+13 2.34685e+13 3.6009e+13 4.22433e+13 2.41224e+13 1.56351e+13
threshold=55.93962770000001 55.972700350000004 38.430814800000007 37.534144550000008 36.865631950000008 38.011626600000007 68.00500000000001 91.02500000000002 37.131181300000009 37.425454150000007 75.000000000000014 19.500000000000004 79.710000000000022 3.5000000000000004 5.5000000000000009 78.010000000000005 45.995000000000012 7.5000000000000009 59.245000000000012 52.990000000000002 11.500000000000002 6.0000000000000009 32.005000000000003 37.46219940000001 7.5000000000000009 37.517483500000004 93.050000000000011 79.710000000000022 13.500000000000002 37.234509300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 12 -11 23 14 -14 29 16 -16 -18 19 21 -20 -13 -23 24 -12 -25 27 -27 -29 -10
right_child=1 -3 -4 5 8 6 -8 -9 9 10 11 18 13 -15 15 -17 17 -19 20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-20.249964155308902 -25363.643069708152 16.856948551898906 -12826.187181467767 -780.3508811772615 96334.759936523449 5434.3623556488055 48649.261562563974 -32979.232196856719 40580.928156517301 -10987.521957101584 33697.168873858958 -26932.46788666214 -37148.81554876834 74050.90122514205 9700.3524587595693 97005.120982142864 -53842.072230113641 -7125.7368179869345 -24303.310562711151 -106852.64726562501 87439.222466216219 -32069.24198828125 77920.840234375006 12963.155151321485 151464.95418750003 33201.241272366431 -51750.36151842949 163019.97291666668 42030.842041015625 9068.8956931600769
leaf_weight=2867466 244 1190251 1370 7198 24 1701 229 203 232 361 331 69 196 22 644 21 110 529 37 52 37 25 48 1469 25 310 39 45 26 490
leaf_count=2867466 244 1190251 1370 7198 24 1701 229 203 232 361 331 69 196 22 644 21 110 529 37 52 37 25 48 1469 25 310 39 45 26 490
internal_value=0 48.1342 2362.29 3776.18 8819.38 865.157 10561.9 -1663.53 10441.4 10038.7 15511.3 19317.9 3029.62 -25926.8 6145.37 -1079.76 -2685.2 -15167.7 -7985.75 -23073.2 31568 7606.54 40253 22577.3 41967.4 18923.1 39768.6 49136.7 118714 19194.6
internal_weight=0 1.20634e+06 16087 14717 5386 9331 1930 7401 5142 5118 2874 2513 2244 218 2026 1304 1283 639 268 194 74 142 73 2245 356 1889 420 381 71 722
internal_count=4073804 1206338 16087 14717 5386 9331 1930 7401 5142 5118 2874 2513 2244 218 2026 1304 1283 639 268 194 74 142 73 2245 356 1889 420 381 71 722
is_linear=0
shrinkage=0.1


Tree=4308
num_leaves=31
num_cat=0
split_feature=0 0 6 5 3 4 4 1 6 3 6 6 1 7 3 3 4 7 1 1 4 1 7 6 1 6 6 4 1 6
split_gain=4.15332e+11 3.38163e+12 1.14552e+13 1.26202e+13 1.43683e+13 2.53008e+13 9.1255e+12 8.21928e+12 7.903e+12 1.97173e+13 1.11545e+13 7.76873e+12 6.73889e+12 7.09113e+12 8.7385e+12 6.30728e+12 6.10302e+12 8.05205e+12 6.03597e+12 4.96473e+13 1.20057e+13 1.09941e+13 8.85591e+12 1.03841e+13 7.72689e+12 8.035e+12 6.6392e+12 7.97815e+12 1.6853e+13 6.25422e+12
threshold=45.073441650000007 45.07004340000001 67.00500000000001 2.5000000000000004 1.5000000000000002 9.5000000000000018 18.500000000000004 39.008519500000006 84.00500000000001 18.500000000000004 91.02500000000002 91.02500000000002 38.948208550000011 6.0000000000000009 8.5000000000000018 4.5000000000000009 21.500000000000004 6.0000000000000009 39.004719500000007 38.989878900000008 15.500000000000002 38.927872750000006 6.0000000000000009 54.010000000000012 39.01296365000001 52.990000000000002 37.005000000000003 16.500000000000004 38.97264950000001 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 -1 18 12 5 -5 11 -7 9 -8 -10 -6 -4 14 -14 -13 17 -12 19 21 -21 22 23 -3 25 -20 -23 29 -29 -28
right_child=-2 2 3 4 6 7 8 -9 10 -11 16 15 13 -15 -16 -17 -18 -19 24 20 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=37.308675977824798 -11.490328992023858 -4543.3197285084734 23602.394712017951 -13893.078522135416 -1428.5605466469951 37766.533555947586 12797.446523836725 108012.62005750868 -20720.065680452099 106731.79137620193 -33686.412146935094 1772.5836140950521 -9685.2993154870474 -2666.4483014787947 -32806.499452579097 -30978.997466916451 64224.654701450898 42346.183776041667 4656.8339709819893 -11407.459359715438 -34039.807485301222 -5312.4167036362123 9232.3578644611644 -36874.279958234511 3510.6503704306815 28361.015974564987 27307.717655991066 -14352.998944558902 11352.73684566132 10689.561955222916
leaf_weight=450616 3606732 879 47 60 696 31 159 36 129 26 26 84 332 308 322 196 28 30 312 592 388 362 413 112 7645 264 264 392 730 1593
leaf_count=450616 3606732 879 47 60 696 31 159 36 129 26 26 84 332 308 322 196 28 30 312 592 388 362 413 112 7645 264 264 392 730 1593
internal_value=0 88.7284 1496.76 -4722.33 1091.36 33272.7 -1883.19 75510.7 10878.8 25999 -2253.8 -7087.36 -13370.8 -15177.2 -21069.1 -21153.5 26105.1 7045.34 2616.07 123.064 -20368 4355.15 -3070.18 -8197.27 4352.17 15521.3 7475.53 9029.48 2371.77 13052.1
internal_weight=0 467072 16456 2510 1501 127 1374 67 398 185 213 976 1009 962 654 280 84 56 13946 5725 980 4745 1404 991 8221 576 3341 2979 1122 1857
internal_count=4073804 467072 16456 2510 1501 127 1374 67 398 185 213 976 1009 962 654 280 84 56 13946 5725 980 4745 1404 991 8221 576 3341 2979 1122 1857
is_linear=0
shrinkage=0.1


Tree=4309
num_leaves=31
num_cat=0
split_feature=2 4 6 6 1 6 4 0 0 0 1 3 3 4 6 0 4 4 4 6 3 3 1 1 1 3 1 0 0 3
split_gain=3.78319e+11 2.27027e+12 5.3149e+12 1.32275e+13 1.625e+13 1.21024e+13 1.45427e+13 1.63173e+13 3.10432e+13 4.2584e+13 2.77691e+13 1.69588e+13 1.61065e+13 1.4896e+13 1.96895e+13 1.76404e+13 1.46259e+13 5.50557e+13 7.97393e+13 3.59972e+13 3.18095e+13 2.48474e+13 1.96871e+13 6.79796e+13 1.4158e+13 1.39014e+13 2.5628e+13 2.00702e+13 1.5152e+13 1.41928e+13
threshold=3338.0000000000005 16.500000000000004 61.425000000000004 63.415000000000006 55.90712030000001 63.005000000000003 23.500000000000004 55.743464250000009 59.848366150000011 59.939085000000013 37.729575300000008 5.5000000000000009 9.5000000000000018 24.500000000000004 62.375000000000007 55.676890650000011 25.500000000000004 27.500000000000004 26.500000000000004 62.995000000000012 12.500000000000002 12.500000000000002 37.631035900000008 37.702956500000006 30.362494150000003 12.500000000000002 37.702956500000006 55.840017500000009 55.676890650000011 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 -3 4 5 6 -4 10 16 11 13 -10 -12 14 -8 -16 22 18 20 -19 -18 -20 -9 -24 -7 -26 27 28 -27 -28
right_child=-2 2 3 -5 -6 24 7 8 9 -11 12 -13 -14 -15 15 -17 17 19 21 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-87.335199967994228 36.607275153584482 315.54749778483938 -3952.7814096620236 -20.049762184309227 15136.186886095105 -32799.827402570379 -11815.957491537683 16056.272405932146 17888.551053503787 3991.0094313059426 18034.233882112323 -60093.400795898437 -2660.4658411021583 -28569.263954761649 123673.40984552557 2005.2386718750001 -40196.064029153968 652.92450454299524 249988.92379807692 61139.83275043036 66071.582213541667 103739.9307320731 -152493.69110383067 406.20273817505665 -334.69520924376269 -23284.81753362342 -5908.3405757989522 -14616.73465956391 -79589.466006747156 56767.222050280456
leaf_weight=1710229 1667517 474755 13419 199159 505 237 266 828 33 604 530 180 1295 540 22 26 41 592 26 118 90 21 31 469 1297 79 491 244 121 39
leaf_count=1710229 1667517 474755 13419 199159 505 237 266 828 33 604 530 180 1295 540 22 26 41 592 26 118 90 21 31 469 1297 79 491 244 121 39
internal_value=0 -25.3682 126.886 -277.845 -2596.4 -3010.24 -2153.96 2071.94 7095.14 -9566.61 -3615.03 -48011.7 3349.5 -18498.2 -1178.64 57769.8 13238 23173.1 72902.6 10705.7 32812.2 184644 6594.73 -9073.59 -9541.88 -7114.7 -16143.1 -33865.6 -57349.1 -1296.37
internal_weight=0 2.40629e+06 696058 221303 22144 21639 19131 5712 3033 817 2679 213 1825 854 314 48 2216 888 178 710 131 47 1328 500 2508 2271 974 444 200 530
internal_count=4073804 2406287 696058 221303 22144 21639 19131 5712 3033 817 2679 213 1825 854 314 48 2216 888 178 710 131 47 1328 500 2508 2271 974 444 200 530
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=31
num_cat=0
split_feature=4 2 3 6 6 6 6 6 6 1 0 1 0 1 6 0 6 1 6 6 6 1 0 1 1 0 6 1 0 0
split_gain=4.35515e+11 2.31098e+12 6.57167e+12 1.57397e+13 4.29247e+13 2.99124e+13 2.83299e+13 2.79409e+13 2.34789e+13 3.07416e+13 2.27314e+13 2.22578e+13 1.93765e+13 2.21862e+13 1.47776e+13 2.12785e+13 1.32109e+13 2.05551e+13 1.19872e+13 1.61269e+13 4.53186e+13 3.24718e+13 4.46583e+13 2.29859e+13 3.51305e+13 2.91719e+13 2.18645e+13 3.53747e+13 2.45497e+13 2.33642e+13
threshold=5.5000000000000009 36.000000000000007 4.5000000000000009 89.00500000000001 95.045000000000016 80.720000000000013 67.445000000000007 82.00500000000001 71.715000000000018 37.586700500000006 55.79439725000001 37.563506350000004 55.759969450000007 37.475446350000006 78.605000000000004 55.710673100000008 104.01000000000001 37.543519500000009 45.005000000000003 52.990000000000002 49.010000000000012 37.649344350000007 55.728148450000006 37.586700500000006 37.768783500000005 55.753967500000009 59.815000000000005 37.517483500000004 55.721784200000009 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -7 10 12 -8 -9 13 -10 15 -11 17 -6 -4 20 -20 22 -22 26 -25 -26 27 28 -21 -29
right_child=-2 -3 3 4 16 7 8 11 9 14 -12 -13 -14 -15 -16 -17 -18 -19 19 23 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-160.87327598246713 -20.444900194624363 72.122461592433552 -2683.0490218987989 126071.6895680147 39160.834656250001 -138531.68657836915 119175.88821577594 -97271.959949311757 25411.949456521739 -125395.97369791668 7377.203603830646 37909.59652478448 12343.675990715579 162854.32177734375 38800.462611607145 -17037.804511982686 57852.178600543484 -78216.672466216216 -10631.273408495261 52749.900358952698 -165328.1697544643 -170991.03897633275 16380.500657894736 -38967.349404037734 -36609.045612980772 59841.05967167722 -23261.251934455424 40099.667350000003 -45377.074969035828 144288.658203125
leaf_weight=18009 2928705 1123208 2142 34 25 32 44 21 23 24 31 29 69 24 28 74 23 37 234 37 21 34 38 358 52 79 136 125 82 26
leaf_count=18009 2928705 1123208 2142 34 25 32 44 21 23 24 31 29 69 24 28 74 23 37 234 37 21 34 38 358 52 79 136 125 82 26
internal_value=0 52.2899 -965.303 -4697.14 31109.6 -5829.48 -4498.77 -65565.2 24079.6 8928.94 72965.8 -18866.7 46074.9 95595.3 -25269 -43574.5 -6875.25 -30887 -7191.8 -15095 -34100.4 -93151.9 -48295.5 -8151.15 -22753.7 21555.5 9436.6 25906.6 -14867 58039.5
internal_weight=0 1.1451e+06 21891 3882 119 3763 3681 82 317 242 75 50 116 47 126 98 85 62 3364 1222 327 93 59 895 489 131 406 270 119 151
internal_count=4073804 1145099 21891 3882 119 3763 3681 82 317 242 75 50 116 47 126 98 85 62 3364 1222 327 93 59 895 489 131 406 270 119 151
is_linear=0
shrinkage=0.1


Tree=4311
num_leaves=31
num_cat=0
split_feature=6 6 0 1 4 4 4 6 4 4 6 1 4 6 3 3 5 4 4 3 4 6 4 7 4 1 6 0 0 6
split_gain=4.35598e+11 2.95697e+12 8.07524e+12 2.08959e+13 4.74205e+13 3.42367e+13 4.0854e+13 3.25317e+13 3.47343e+13 3.10623e+13 5.74276e+13 2.85569e+13 3.29269e+13 2.93424e+13 2.88738e+13 2.75366e+13 1.97765e+13 1.94352e+13 1.70569e+13 1.73816e+13 2.45104e+13 2.3273e+13 2.04941e+13 3.95528e+13 1.83853e+13 1.80074e+13 2.02262e+13 2.83469e+13 1.78819e+13 2.27623e+13
threshold=55.015000000000008 49.010000000000012 43.6005307 39.735861600000007 5.5000000000000009 7.5000000000000009 11.500000000000002 50.010000000000012 14.500000000000002 19.500000000000004 54.010000000000012 39.723160900000003 9.5000000000000018 54.010000000000012 4.5000000000000009 8.5000000000000018 1.5000000000000002 18.500000000000004 13.500000000000002 9.5000000000000018 16.500000000000004 53.995000000000012 16.500000000000004 6.0000000000000009 22.500000000000004 39.763755750000009 54.990000000000002 43.472751400000007 43.550475500000012 52.015000000000008
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 -1 3 4 -3 -6 11 8 -8 -9 15 13 14 -7 -13 -11 -10 -18 -5 20 -20 28 -23 -24 25 -22 27 -27 29 -21
right_child=-2 2 -4 18 5 6 7 9 16 10 -12 12 -14 -15 -16 -17 17 -19 19 21 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=20.99664159203498 40.333570718397425 35804.207421533545 -355.00162596372223 -385.51307750010591 -57971.817812300709 -22275.709546172755 123962.47760416668 -66680.449567418982 73721.193377976189 114385.08176491478 -118116.66653645833 47668.790244391028 -13580.727187500001 102315.13180338542 167860.03066882622 1310.6893145161291 -107734.15699728263 25325.90029761905 22907.969025454317 13226.249606957768 -122104.79401765048 19970.395532852566 218600.27693814365 45498.364867424243 35928.27172379032 81783.951622596156 -103736.17122395834 -63221.259200613844 53497.292272306746 -93350.5701328125
leaf_weight=2069790 1615683 572 378029 8415 98 89 30 135 21 33 30 39 30 24 41 62 23 21 207 101 27 39 22 33 31 26 24 28 76 25
leaf_count=2069790 1615683 572 378029 8415 98 89 30 135 21 33 30 39 30 24 41 62 23 21 207 101 27 39 22 33 31 26 24 28 76 25
internal_value=0 -26.5106 -279.722 2482.63 14613.2 -3317.61 5949.02 -15122.3 34957.7 -33420.7 2499.76 39493 75762.9 4186.06 109267 40589.2 -6121.49 -44228.2 810.548 16561.5 1240.28 34315.5 75420.2 114739 -31739.2 -51717.2 -27352.3 6596.06 15187.5 -7919.94
internal_weight=0 2.45812e+06 388331 10302 1248 676 578 355 95 260 125 223 110 113 80 95 65 44 9054 639 343 296 94 55 136 105 78 54 202 126
internal_count=4073804 2458121 388331 10302 1248 676 578 355 95 260 125 223 110 113 80 95 65 44 9054 639 343 296 94 55 136 105 78 54 202 126
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=31
num_cat=0
split_feature=3 1 5 1 7 6 6 4 1 3 6 1 5 1 0 1 3 0 2 6 6 1 6 0 1 5 6 0 0 0
split_gain=3.79187e+11 2.66522e+12 2.76723e+12 5.47535e+12 7.28092e+12 4.86539e+12 2.66595e+12 1.0605e+13 4.14707e+12 2.34799e+12 3.04725e+12 1.94929e+12 1.91219e+12 7.34231e+12 3.93339e+12 1.20757e+12 6.47473e+11 5.86993e+12 3.63252e+12 3.9489e+12 4.69317e+12 2.12857e+12 4.76152e+12 4.24118e+12 3.01949e+12 4.12395e+12 2.70886e+12 3.20806e+12 6.71473e+12 1.98819e+12
threshold=33.500000000000007 37.740454950000007 2.5000000000000004 37.768783500000005 6.0000000000000009 68.00500000000001 73.41500000000002 35.500000000000007 37.618684050000006 37.500000000000007 39.355000000000011 45.71452080000001 1.5000000000000002 37.534144550000008 55.743464250000009 37.534144550000008 32.500000000000007 55.883833400000007 75.000000000000014 43.605000000000011 59.025000000000013 37.618684050000006 40.205000000000005 55.834019500000004 37.534144550000008 1.5000000000000002 46.010000000000012 55.801384500000005 55.721784200000009 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 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 6 5 -4 -5 9 7 -2 -8 10 -3 -12 13 14 -9 -14 -1 21 19 -19 -21 22 -18 24 25 -24 29 28 -28 -23
right_child=1 2 3 4 -6 -7 8 12 -10 -11 11 -13 15 -15 -16 -17 17 18 -20 20 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.1418608259489825 77448.397507812508 -33024.855896714158 -29842.977623980976 59278.173591859886 -18111.369335937499 -46118.676686006438 -35457.492013888892 29929.575798233698 21064.857625000004 26508.768643465912 29910.946796875 -11974.172292968751 5145.979152715774 64374.153053977272 -22211.91017628205 -29187.878767089845 -31160.568609375001 -6803.4151171875001 -719.27896803252554 -87155.857386363641 -24934.70619212963 -11449.086600296585 77020.520758928571 -9557.0884685905603 10383.852013613574 22296.006870117188 -1954.3694835574131 7947.6045751953125 -63596.978190104164 22875.635052083337
leaf_weight=4072878 25 34 23 31 20 34 27 23 25 22 20 25 21 22 39 20 25 30 49 22 27 27 21 49 67 40 43 40 30 45
leaf_count=4072878 25 34 23 31 20 34 27 23 25 22 20 25 21 22 39 20 25 30 49 22 27 27 21 49 67 40 43 40 30 45
internal_value=0 3037.27 -4879.5 10662.3 28929.3 -13398.7 11228.4 17992.4 -8283.29 -2384.04 -10430.1 6641.44 6101.24 14742.2 -2869.1 -11602.2 -0.306457 -3545.83 -22109.5 -35376.8 -52870.7 2594.09 9691.47 15461.5 25039 41135.6 -5155.49 -14814.5 -27286.9 10003.9
internal_weight=0 411 209 74 51 135 202 150 52 101 79 45 125 84 62 41 4.07339e+06 515 128 79 49 387 202 177 128 61 185 113 73 72
internal_count=4073804 411 209 74 51 135 202 150 52 101 79 45 125 84 62 41 4073393 515 128 79 49 387 202 177 128 61 185 113 73 72
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=31
num_cat=0
split_feature=4 6 6 3 6 6 3 2 3 4 3 6 1 3 1 6 3 3 6 7 7 0 3 3 3 3 6 6 6 6
split_gain=4.05729e+11 2.14264e+12 4.71444e+12 8.69119e+12 1.70887e+12 1.60273e+12 1.59292e+12 1.20212e+12 1.36166e+12 2.53334e+12 3.88621e+12 5.24144e+12 4.37768e+12 5.20717e+12 3.51044e+12 6.06532e+12 3.37377e+12 5.47636e+12 9.33194e+12 9.24311e+12 3.31046e+12 3.27675e+12 1.53401e+13 2.00263e+12 4.3651e+12 2.58833e+12 3.73775e+12 1.99792e+12 1.75508e+12 3.75666e+12
threshold=37.500000000000007 82.00500000000001 89.00500000000001 19.500000000000004 80.030000000000015 104.01000000000001 28.500000000000004 75.000000000000014 9.5000000000000018 38.500000000000007 18.500000000000004 39.995000000000012 37.543519500000009 29.500000000000004 37.586700500000006 74.615000000000009 22.500000000000004 14.500000000000002 66.010000000000005 6.0000000000000009 6.0000000000000009 55.806294650000005 30.500000000000004 30.500000000000004 33.500000000000007 37.500000000000007 57.715000000000011 45.605000000000011 72.50500000000001 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 4 3 -3 7 6 -4 8 28 10 11 -10 -12 -14 15 20 17 19 27 -16 -11 22 -18 -23 -25 26 -26 -19 29 -2
right_child=1 2 5 -5 -6 -7 -8 -9 9 14 12 -13 13 -15 16 -17 21 18 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.60061038378012455 -8169.5747835345219 -66880.267611607138 33505.34286684783 7867.2841796875 19914.637282714844 -16242.893088942306 -3322.5130533854167 23256.610009765627 6555.0635524204808 30484.737217881946 -36052.98947347005 71780.936044034097 -13076.224270629884 45974.120647321426 -52185.781367187505 51274.213671875004 15526.303758445947 -1114.6538194444445 -88672.430625000008 32192.512725665118 -1236.4617236711592 -7635.5599964488638 -93175.105156250007 42574.396640625004 -46730.084143066408 26253.39510546875 8718.9986469884079 -40534.69091796875 -35061.491480654768 36707.449208984377
leaf_weight=4072329 277 35 23 28 40 26 24 20 28 36 24 22 32 28 20 26 37 36 25 37 382 77 20 35 20 25 31 20 21 20
leaf_count=4072329 277 35 23 28 40 26 24 20 28 36 24 22 32 28 20 26 37 36 25 37 382 77 20 35 20 25 31 20 21 20
internal_value=0 -1658.23 -13617.3 -33659.1 -443.558 3679 14699.6 -1070.45 -1450.85 426.09 13181.2 35254.4 42.434 14480.6 -1640.65 4410.48 -8655.52 -21161 -37872 2586.09 1495.51 -1611.6 -22614.5 4756.32 13352.5 -104.972 -13025.7 -15193.2 -7123 -5147.55
internal_weight=0 1475 136 63 1339 73 47 1299 1279 961 134 50 84 60 827 444 383 138 81 57 418 245 57 188 111 76 51 56 318 297
internal_count=4073804 1475 136 63 1339 73 47 1299 1279 961 134 50 84 60 827 444 383 138 81 57 418 245 57 188 111 76 51 56 318 297
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=31
num_cat=0
split_feature=6 3 0 1 0 0 5 0 1 4 0 0 4 2 5 4 1 1 0 1 2 1 5 1 5 2 3 3 1 0
split_gain=3.73099e+11 8.75774e+11 2.45199e+12 1.13878e+13 5.421e+12 2.90641e+12 3.54271e+12 1.03963e+13 2.37826e+12 2.30818e+12 3.88911e+12 4.46077e+12 2.91112e+12 2.76076e+12 2.51156e+12 2.16149e+12 1.99309e+12 2.29429e+12 3.58849e+12 1.95303e+12 4.18609e+12 2.99974e+12 1.94715e+12 1.87794e+12 1.45379e+12 3.77127e+12 7.15742e+12 3.27812e+12 1.23697e+13 1.21413e+13
threshold=247.90000000000001 1.5000000000000002 44.249882500000005 43.80299105000001 45.040161900000008 47.139841100000005 4.5000000000000009 55.910578700000009 38.97264950000001 7.5000000000000009 55.418618900000006 54.988402950000008 9.5000000000000018 2632.5000000000005 2.5000000000000004 2.5000000000000004 30.084656550000002 30.303340300000002 59.950512650000007 107.59716050000002 10876.500000000002 94.478249850000012 2.5000000000000004 44.628646350000004 3.5000000000000004 2599.0000000000005 5.5000000000000009 6.5000000000000009 37.600779750000008 55.972700350000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -6 10 11 22 -11 -12 23 -5 -3 18 -18 21 -21 24 -7 -15 27 26 -26 -19 -29 -30
right_child=1 16 4 15 5 6 7 -9 -10 12 13 -13 -14 14 -16 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.84758468452527169 -74963.664203125008 -27513.69534646739 47612.856317934784 30236.344264914773 -540.89708533653845 -16595.989599609376 55612.877665751686 -32480.468005952382 -41258.473718261725 -47978.349772135422 -10321.87373798077 -52807.727105978265 3004.1070917038692 -14909.5167578125 46406.481199428017 -8964.6891801883012 -7287.8686011904765 6871.4160078226923 47829.069523338039 -49633.166796875004 5285.5438058035725 35858.242277644233 14852.868984375002 22046.897589666194 -55255.657651654416 419.74372851042347 16070.242838541666 33983.292006340584 -24709.723637082225 21801.574011718752
leaf_weight=4070611 25 23 23 22 26 45 37 21 32 24 39 23 21 20 28 39 21 1006 27 23 35 26 35 44 34 1103 24 69 223 75
leaf_count=4070611 25 23 23 22 26 45 37 21 32 24 39 23 21 20 28 39 21 1006 27 23 35 26 35 44 34 1103 24 69 223 75
internal_value=0 1080.54 -2744.85 -18122.3 418.92 -2329.08 1229.52 23717 -23005.8 -3445.3 543.396 -13995.6 -24186.5 11974.8 21426.7 5173.39 1797.54 2050.41 23715.4 1653.19 -16492.6 2064.31 -2837.11 10498 1717.57 -887.191 -25741.5 3920.13 -4169.76 -13003.9
internal_weight=0 3193 504 86 418 395 337 58 58 279 234 103 45 131 92 61 2689 2666 48 2618 58 2560 80 64 2534 1161 58 1373 367 298
internal_count=4073804 3193 504 86 418 395 337 58 58 279 234 103 45 131 92 61 2689 2666 48 2618 58 2560 80 64 2534 1161 58 1373 367 298
is_linear=0
shrinkage=0.1


Tree=4315
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 6 5 0 6 1 6 1 6 6 1 3 0 2 2 1 1 1 0 6 6 0 1 0 0 1
split_gain=3.60899e+11 1.57843e+12 4.22295e+12 1.01493e+13 8.35795e+12 8.13106e+12 6.99897e+12 6.87592e+12 1.25369e+13 1.21146e+13 1.30664e+13 1.6669e+13 1.34414e+13 3.21118e+13 1.77458e+13 1.98305e+13 1.18611e+13 9.33497e+12 7.91552e+12 2.28647e+13 1.0514e+13 2.10757e+13 1.82196e+13 1.20315e+13 1.27287e+13 1.303e+13 1.43033e+13 9.87607e+12 3.52852e+13 2.44508e+13
threshold=2.5000000000000004 56.685611200000004 55.834019500000004 55.866549750000011 61.805000000000007 66.010000000000005 2.5000000000000004 55.520061350000013 67.91500000000002 52.419561900000012 71.715000000000018 37.924401400000008 91.02500000000002 99.050000000000011 37.873748150000004 1.5000000000000002 55.759969450000007 75.000000000000014 2865.5000000000005 43.932356550000009 38.109452700000006 38.166910000000009 55.791814000000009 60.005000000000003 59.815000000000005 55.539595350000006 37.682335600000009 55.791814000000009 55.768246800000007 37.843405600000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 18 10 11 -10 17 -14 -15 -16 -11 -12 20 -20 23 22 -22 24 25 26 -9 28 -27 -29
right_child=-2 -3 3 6 5 -7 -8 8 9 16 12 -13 13 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=346.29795967822861 -5.0082713839063651 -590.17043121123277 15304.10360372075 -66.291715338153068 -55188.138139204544 3202.165511446221 5443.597077031106 -19618.409897085337 -123946.97720822143 -4533.1088633661684 47968.461032196974 -31416.898015802559 -131205.86660156251 49620.305430947585 14726.82853515625 -79326.146553308819 74719.366920823319 -8192.3630402143008 -46703.166445312498 -3526.3045697817006 26470.33258904926 4082.7713846146348 131397.01548913046 27699.450820513855 -70254.980965909097 -5893.1315821133394 -117402.56500883558 -97986.518591308602 86078.448184481531 35513.150021229623
leaf_weight=70697 3961637 21649 851 9838 33 86 3011 52 25 69 33 88 30 31 40 51 26 287 130 2169 59 1834 23 97 33 803 21 34 44 23
leaf_count=70697 3961637 21649 851 9838 33 86 3011 52 25 69 33 88 30 31 40 51 26 287 130 2169 59 1834 23 97 33 803 21 34 44 23
internal_value=0 176.888 360.343 1969.5 11833 -12990.1 1224.88 70.4194 -3179.13 -15965 -21343.8 -51888.2 -14031.3 -38516.5 -15724 -37984.2 17157 -2400.78 -1545.46 -5967.8 1817.74 6300.46 55901 -5940.97 -9171.78 -7108.58 -47748.1 -3826.85 -1115.39 -44118.2
internal_weight=0 112167 90518 13819 970 119 12849 76699 6002 680 585 113 472 152 122 91 95 320 5322 2299 3023 1916 82 1107 1010 977 73 904 847 57
internal_count=4073804 112167 90518 13819 970 119 12849 76699 6002 680 585 113 472 152 122 91 95 320 5322 2299 3023 1916 82 1107 1010 977 73 904 847 57
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 4 1 1 4 1 1 4 4 1 6 4 4 4 3 5 6 4 6 3 1 1 3 6 4 6
split_gain=3.6023e+11 4.27173e+12 1.36015e+13 2.80701e+13 5.90714e+13 4.8339e+13 3.62609e+13 3.47309e+13 5.17443e+13 4.56064e+13 3.12054e+13 3.41975e+13 2.93815e+13 2.75045e+13 2.63906e+13 2.59693e+13 2.53417e+13 3.47175e+13 4.31398e+13 2.93173e+13 5.77623e+13 2.48983e+13 2.47218e+13 2.24277e+13 2.54081e+13 2.11356e+13 2.10824e+13 1.86434e+13 1.91211e+13 1.85596e+13
threshold=46.010000000000012 59.882709350000006 59.864072000000007 30.303340300000002 30.345769800000003 9.5000000000000018 30.425503950000003 30.330566300000005 5.5000000000000009 30.323041000000003 30.472130500000002 25.500000000000004 4.5000000000000009 30.389265100000003 69.605000000000004 13.500000000000002 14.500000000000002 6.5000000000000009 4.5000000000000009 2.5000000000000004 62.995000000000012 4.5000000000000009 108.05000000000001 6.5000000000000009 30.315889700000003 30.370944000000005 1.5000000000000002 77.565000000000012 7.5000000000000009 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 13 9 -9 16 11 22 14 25 -8 -10 17 18 26 20 23 -4 -7 24 -19 -6 -5 -21 -29 -18
right_child=1 -3 3 4 5 10 12 8 15 -11 -12 -13 -14 -15 -16 -17 29 19 -20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-32.818633867686053 51.944597637803533 -438.21088785501945 37855.602539770152 71058.089687500003 -29921.761751015405 20388.305112974471 -7809.7053797104782 -12321.360677083334 81212.78287200928 -11522.502331170552 -10312.895000782843 -44894.336593780521 12175.208857527285 -40134.125005235401 -148371.75394176136 203742.36320312502 34823.454509174393 93663.443696732968 88318.828847106081 -51801.360371093753 197092.48081781916 -5659.8656201408485 111996.05859375 127185.77480468751 -52355.274263822117 11001.964023466368 -21557.574234008789 -636.79143518518526 115361.38036458334 -33811.119645833336
leaf_weight=1836669 2047745 181418 138 30 220 1633 34 60 128 295 460 80 718 457 22 20 83 22 71 20 47 2786 30 28 26 296 136 27 30 75
leaf_count=1836669 2047745 181418 138 30 220 1633 34 60 128 295 460 80 718 457 22 20 83 22 71 20 47 2786 30 28 26 296 136 27 30 75
internal_value=0 26.9438 67.994 4190.55 8706.69 3003.32 -9419.24 29224.3 66013.5 20626.4 12854.5 18968.7 6733.97 -22268.8 -63030.5 97770.8 36565.7 48975 23082.5 79657.6 109950 -3606.13 22040.9 56060 14570 -6446.14 -4819.8 31267.8 60414.9 2243.75
internal_weight=0 2.23714e+06 2.05572e+06 7972 5048 3950 1747 1098 208 890 2203 1743 774 973 56 148 595 437 237 200 123 2924 1663 76 48 516 166 77 57 158
internal_count=4073804 2237135 2055717 7972 5048 3950 1747 1098 208 890 2203 1743 774 973 56 148 595 437 237 200 123 2924 1663 76 48 516 166 77 57 158
is_linear=0
shrinkage=0.1


Tree=4317
num_leaves=31
num_cat=0
split_feature=0 6 1 1 0 6 3 4 4 1 6 0 5 4 4 6 4 2 4 3 4 1 0 6 6 3 3 6 0 0
split_gain=4.72456e+11 4.13302e+12 9.43983e+12 5.01696e+13 4.35414e+13 3.42253e+13 2.68631e+13 2.22007e+13 2.73736e+13 2.17221e+13 1.86472e+13 1.69722e+13 1.63515e+13 1.54299e+13 3.65564e+13 1.46334e+13 1.40997e+13 1.34377e+13 2.22114e+13 1.62083e+13 1.29354e+13 1.21655e+13 1.03619e+13 9.98233e+12 9.80449e+12 8.7382e+12 1.65371e+13 8.64497e+12 1.05629e+13 1.82048e+13
threshold=60.002985000000002 80.030000000000015 30.425503950000003 30.370944000000005 60.034792100000011 104.01000000000001 2.5000000000000004 17.500000000000004 10.500000000000002 30.472130500000002 90.045000000000016 60.042359000000012 1.5000000000000002 20.500000000000004 22.500000000000004 96.050000000000011 19.500000000000004 3338.0000000000005 15.500000000000002 1.5000000000000002 14.500000000000002 30.438492500000006 60.028671700000011 80.720000000000013 88.00500000000001 3.5000000000000004 1.5000000000000002 75.010000000000005 60.028671700000011 60.01610465000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 11 15 8 -8 16 -10 24 -3 -9 -15 -5 17 18 -4 -20 -13 -18 -12 25 -6 26 -14 -2 29 -29
right_child=1 2 9 4 5 -7 7 13 10 -11 22 20 23 14 -16 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.8486414090927701 152.19180829115672 54718.74673693427 -110552.47073709239 42314.128030133928 102152.94284319197 -85674.137660256412 35295.951934956393 10586.895920444542 198296.92905441811 503.58711197745436 131147.84885979732 13224.926770690246 54279.115826612913 174085.22356363933 10819.566528320312 -53743.060196659484 54286.2060546875 -15642.412466755321 53774.650742187507 -46280.277203010111 -62493.405572916672 -22288.93634241616 41808.740000000005 824.00182097477273 25759.177813430062 29713.958874894903 -34054.172522154855 3482.5950183686759 -1622.7532106862207 -23087.554937033739
leaf_weight=3915450 139292 58 46 35 28 39 43 71 29 4004 37 91 31 24 32 29 42 282 20 85 30 41 20 8823 42 223 67 420 3702 668
leaf_count=3915450 139292 58 46 35 28 39 43 71 29 4004 37 91 31 24 32 29 42 282 20 85 30 41 20 8823 42 223 67 420 3702 668
internal_value=0 169.339 1792.58 3543.48 32881.7 -306.336 56735.5 71222.4 100442 -1985.04 133015 17124.8 1789.95 41542.8 80790.6 -1211.79 -21296 -28533.3 -52607.6 -27222.2 -5548.21 16459.9 99800.8 1454.22 56316.7 18776.4 -6112.01 8.5498 -4168.52 -12830.7
internal_weight=0 158354 14272 9752 550 230 320 256 129 4520 86 191 9202 127 56 64 516 433 151 105 121 83 57 9144 70 321 98 144082 4790 1088
internal_count=4073804 158354 14272 9752 550 230 320 256 129 4520 86 191 9202 127 56 64 516 433 151 105 121 83 57 9144 70 321 98 144082 4790 1088
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=31
num_cat=0
split_feature=1 0 2 6 7 6 4 3 6 0 0 6 6 6 0 6 7 4 6 4 6 1 5 1 4 1 6 6 4 6
split_gain=4.08822e+11 3.01661e+12 3.44668e+13 1.75072e+13 1.77456e+13 2.21171e+13 2.29417e+13 3.02481e+13 1.50482e+13 1.59963e+13 1.04589e+13 1.57509e+13 1.17579e+13 1.14821e+13 1.04213e+13 2.19325e+13 2.11058e+13 3.22684e+13 2.08176e+13 2.63764e+13 1.78056e+13 1.34173e+13 1.28555e+13 1.16796e+13 1.14234e+13 3.04194e+13 2.2888e+13 1.05495e+13 1.08592e+13 9.92623e+12
threshold=30.260128500000004 59.825842200000004 3338.0000000000005 38.805000000000007 6.0000000000000009 61.025000000000006 13.500000000000002 4.5000000000000009 80.030000000000015 59.764576050000009 59.764576050000009 87.395000000000024 35.995000000000012 85.020000000000024 59.838047850000002 105.00500000000001 6.0000000000000009 14.500000000000002 60.305000000000007 5.5000000000000009 64.805000000000021 30.157841000000001 3.5000000000000004 30.084656550000002 13.500000000000002 30.242318500000007 83.820000000000007 53.995000000000012 17.500000000000004 99.050000000000011
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 -1 8 -6 7 -7 -5 -10 -4 12 -12 -14 15 16 18 22 27 21 -19 -20 23 -18 26 -26 -21 -3 -29 -11
right_child=-2 14 10 4 5 6 -8 -9 9 29 11 -13 13 -15 -16 -17 17 20 19 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2700.302448620911 -5.8375914192521634 708.64636823579031 -7.9566844507171375 -14908.921877852144 -10345.693893863658 -5183.123579545455 1829.8585500616778 145301.65321691177 -70376.087307451351 -10196.02856633113 -14070.783569448446 74231.379242621522 12876.908099761418 -61793.681324404759 220.75423934875491 78369.25208007812 63559.424211516212 4520.5452376505536 6524.2249710648148 23783.806181499651 -42358.281322802301 -88529.471732954553 -53721.308046874998 23748.849858972932 66552.028301303086 -51861.995643028844 -48176.843246093747 -9009.2923704098957 -55045.978689630683 -61791.175797193886
leaf_weight=780 3940012 3071 40227 1697 354 22 76 34 106 156 217 36 1063 21 83062 40 81 300 27 381 111 33 20 817 131 26 50 749 55 49
leaf_count=780 3940012 3071 40227 1697 354 22 76 34 106 156 217 36 1063 21 83062 40 81 300 27 381 111 33 20 817 131 26 50 749 55 49
internal_value=0 171.91 -496.903 -10375.5 -14465 2680.91 37615.9 86182.6 -18614.9 -38836.7 281.238 8982.39 7176.88 11430.3 509.03 4572.98 4068.56 15147.5 813.207 17403.4 -8140.16 -45755.3 25573.7 27339.8 23848.1 46942.1 15435.7 -1961.09 -12158.6 -22528.5
internal_weight=0 133792 44838 3274 2494 486 132 56 2008 311 41564 1337 1301 1084 88954 5892 5852 1329 4523 648 411 60 918 898 588 157 431 3875 804 205
internal_count=4073804 133792 44838 3274 2494 486 132 56 2008 311 41564 1337 1301 1084 88954 5892 5852 1329 4523 648 411 60 918 898 588 157 431 3875 804 205
is_linear=0
shrinkage=0.1


Tree=4319
num_leaves=31
num_cat=0
split_feature=4 4 0 2 0 0 1 0 1 0 5 3 0 3 3 3 0 3 7 3 3 1 0 0 0 7 6 6 5 6
split_gain=3.74495e+11 3.60241e+12 1.50754e+13 1.41532e+13 2.15467e+13 1.58984e+14 2.7265e+13 3.0971e+13 3.24273e+13 3.37823e+13 2.56759e+13 3.48637e+13 2.21338e+13 2.43285e+13 2.15542e+13 2.0429e+13 1.98132e+13 2.42561e+13 1.95479e+13 1.94412e+13 1.73171e+13 1.67569e+13 2.06624e+13 4.46573e+13 4.32964e+13 4.29474e+13 4.57483e+13 2.41703e+13 2.2449e+13 4.78814e+13
threshold=10.500000000000002 11.500000000000002 43.472751400000007 75.000000000000014 55.768246800000007 55.753967500000009 37.475446350000006 55.866549750000011 37.600779750000008 55.850146250000009 2.5000000000000004 8.5000000000000018 55.79439725000001 8.5000000000000018 9.5000000000000018 4.5000000000000009 55.749683450000006 6.5000000000000009 6.0000000000000009 5.5000000000000009 2.5000000000000004 30.277905650000005 59.990753350000013 60.002985000000002 59.963561900000009 6.0000000000000009 60.005000000000003 61.025000000000006 2.5000000000000004 104.01000000000001
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 -2 4 5 16 10 8 14 12 11 -6 19 -14 15 -8 20 -18 -11 -10 -4 22 24 25 28 26 -24 -25 -5 -30
right_child=1 -3 3 21 6 -7 7 -9 9 18 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=23.462433101732575 8796.364542127134 -15.241724648771203 -22612.759044665829 -1812.3942584443937 53181.237375452896 126941.16150251118 -10689.822480969553 -70017.415645559217 54843.018677662039 75132.101647135423 117681.88527603151 -77488.821767241388 45219.24970057288 159086.64742876691 26072.960848721592 -75613.758639907843 12741.537515625001 111685.2189400338 -6731.2567386290293 -62122.229759114591 5809.5551242363836 -2819.0445540586375 58725.811730644025 8185.9897573617782 -37573.43921845295 23047.27572921753 211894.60033804085 -52446.05252685547 56154.093410773028 -17501.560692342126
leaf_weight=2547999 1498 1489647 246 850 69 112 78 76 27 30 32 29 86 24 44 128 75 37 1053 30 1667 28560 78 260 263 320 26 88 228 144
leaf_count=2547999 1498 1489647 246 850 69 112 78 76 27 30 32 29 86 24 44 128 75 37 1053 30 1667 28560 78 260 263 320 26 88 228 144
internal_value=0 -39.1808 -1025.43 -1449.93 4272.4 10962.6 -4108.06 -7738.9 -4583.45 1991.98 39908.8 14513.6 43856.5 70063 -37460.6 -51030.9 4548.03 45428.3 -4463.57 -6717.64 2154.62 -2163.52 6131.44 19401.7 -767.3 41191 97018 -7146.25 7154.15 27642.2
internal_weight=0 1.5258e+06 36158 34660 3843 2137 1706 1576 1500 1250 130 98 167 110 250 206 2025 112 1083 57 1913 30817 2257 772 1485 424 104 348 1222 372
internal_count=4073804 1525805 36158 34660 3843 2137 1706 1576 1500 1250 130 98 167 110 250 206 2025 112 1083 57 1913 30817 2257 772 1485 424 104 348 1222 372
is_linear=0
shrinkage=0.1


Tree=4320
num_leaves=31
num_cat=0
split_feature=0 4 4 6 1 1 1 6 6 0 6 1 0 0 1 0 5 5 6 1 7 1 0 0 6 6 5 6 6 6
split_gain=3.72885e+11 2.93563e+12 1.51883e+13 3.56932e+13 2.05703e+13 2.41837e+13 5.85553e+13 5.74493e+13 9.99466e+13 5.46694e+13 4.68957e+13 4.20477e+13 8.04606e+13 9.21716e+13 7.51482e+13 5.95425e+13 5.38904e+13 5.0542e+13 4.84056e+13 4.1711e+13 4.13449e+13 8.39466e+13 4.05382e+13 4.01891e+13 3.47874e+13 3.29867e+13 3.69742e+13 6.89168e+13 1.29644e+14 3.29271e+13
threshold=56.067362750000008 13.500000000000002 12.500000000000002 31.995000000000001 30.157841000000001 30.303340300000002 30.260128500000004 61.805000000000007 73.41500000000002 59.990753350000013 91.02500000000002 30.362494150000003 59.939085000000013 59.898927250000007 30.410676000000006 59.933037250000005 2.5000000000000004 2.5000000000000004 65.805000000000021 30.438492500000006 6.0000000000000009 30.345769800000003 59.905532300000012 60.064438250000002 35.305000000000007 74.615000000000009 2.5000000000000004 86.920000000000016 88.00500000000001 65.00500000000001
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 6 23 -8 -9 11 -10 15 13 -13 -15 22 -16 29 20 -11 21 -17 -7 -6 -22 -20 -27 -28 -29 -14
right_child=1 -3 3 4 5 9 7 8 10 19 -12 12 17 14 16 18 -18 -19 25 -21 24 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-18.572448058596692 89.456466940394876 -183.27922560618413 -16738.383410328952 26810.22466119911 1633.1719714773444 11079.40790548481 -60603.570999849762 133509.65206117023 -128496.90004111844 -7317.9911322516364 54962.128604403406 689.35752523037411 -14744.836056029506 -87014.083403862853 36138.582122305022 -6019.1006198601972 117527.27686292725 -55825.905787728261 -26030.945237061176 30740.200211344214 -6236.0669903254111 120039.67215504368 -42817.741762800164 -120851.45894097222 23681.72575182917 -31887.891811991853 47917.756041735745 -207219.68693847657 7112.1301183724499 82157.830772569461
leaf_weight=2958794 730699 365065 880 383 3417 244 312 47 38 370 22 5675 1351 36 233 95 125 329 389 1299 472 119 326 27 2201 172 377 32 239 36
leaf_count=2958794 730699 365065 880 383 3417 244 312 47 38 370 22 5675 1351 36 233 95 125 329 389 1299 472 119 326 27 2201 172 377 32 239 36
internal_value=0 49.2839 162.493 2935.42 3878.08 3389.68 -3621.41 -38919 24310.6 5307.8 -61228.6 3029.66 -1469.3 3936.53 50707.3 10536 64556.4 -20588.2 14750 22303.1 21784.9 64079 -19746 672.927 18398.8 -2048.79 9328.1 20268.2 -18196.4 -12229.7
internal_weight=0 1.11501e+06 749945 19246 18366 17983 3863 419 107 14120 60 12451 7785 6069 394 4666 358 1716 4096 1669 2887 214 570 3444 2673 1209 820 648 271 1387
internal_count=4073804 1115010 749945 19246 18366 17983 3863 419 107 14120 60 12451 7785 6069 394 4666 358 1716 4096 1669 2887 214 570 3444 2673 1209 820 648 271 1387
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=31
num_cat=0
split_feature=0 0 7 1 4 1 4 6 6 4 4 1 6 1 4 5 1 4 1 6 6 4 6 1 4 4 6 4 3 1
split_gain=3.48443e+11 3.72045e+12 3.63742e+13 6.82853e+13 7.58181e+13 9.44654e+13 5.7025e+13 5.16698e+13 4.29097e+13 4.70244e+13 5.1733e+13 5.07336e+13 4.11671e+13 3.49701e+13 1.07834e+14 1.00002e+14 5.73013e+13 5.20703e+13 6.00012e+13 4.62041e+13 3.91515e+13 5.22993e+13 3.42854e+13 3.28167e+13 3.60043e+13 3.1696e+13 2.94305e+13 2.41252e+13 2.37756e+13 2.33658e+13
threshold=60.002985000000002 59.990753350000013 6.0000000000000009 30.260128500000004 19.500000000000004 30.345769800000003 16.500000000000004 90.045000000000016 53.005000000000003 10.500000000000002 9.5000000000000018 30.205407000000005 51.805000000000007 30.345769800000003 19.500000000000004 1.5000000000000002 30.303340300000002 14.500000000000002 30.438492500000006 56.505000000000003 62.995000000000012 12.500000000000002 110.01500000000001 30.260128500000004 11.500000000000002 4.5000000000000009 55.805000000000007 26.500000000000004 2.5000000000000004 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 10 25 -11 -5 16 17 -16 19 18 -15 26 21 -18 -8 -9 -25 -10 -13 -23 -21 -4
right_child=-2 2 7 4 -6 -7 22 23 9 11 -12 13 -14 14 15 -17 20 -19 -20 28 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0079676592871024549 145.42608834335371 3726.0747770277994 -58808.713095004321 -16148.867679563496 17956.110255823773 -347.58975853852445 -86274.63204557795 34267.724854651162 77518.292720170459 -107241.20321428572 107751.90091959637 33931.155618313627 -47008.631454702525 -79102.823132621954 63985.793628317217 288388.67456896551 68799.708581245242 -43522.693862612621 49386.370151367191 -31907.661672999282 -55488.677819293487 -85977.946170343144 34184.707121394233 8343.9989218749997 -92176.845967741945 -80509.05591145833 118255.36184895833 -3772.3513111146563 15472.117965650708 -62.378121166477776
leaf_weight=3901209 158354 3699 69 1199 600 1412 259 43 22 35 108 111 676 41 63 29 82 111 320 119 207 51 26 50 124 30 66 119 963 3607
leaf_count=3901209 158354 3699 69 1199 600 1412 259 43 22 35 108 111 676 41 63 29 82 111 320 119 207 51 26 50 124 30 66 119 963 3607
internal_value=0 -5.88152 -1619.26 -6165.8 -14936.2 -20461.2 -33609.6 3998.61 5689.97 15863.2 68295.9 12242.5 -27274.8 14075.1 35680.5 134721 6982.24 16375.9 34793.4 18009.4 -23264.4 3205.52 -75285.4 -43959.5 -63291.5 -13651.3 65374.1 -28434 10261.2 -1165.07
internal_weight=0 3.91545e+06 14241 7871 4172 3572 2160 6370 6153 2477 160 2317 1875 2282 564 92 1718 472 361 1259 459 252 285 217 174 52 177 170 1082 3676
internal_count=4073804 3915450 14241 7871 4172 3572 2160 6370 6153 2477 160 2317 1875 2282 564 92 1718 472 361 1259 459 252 285 217 174 52 177 170 1082 3676
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=31
num_cat=0
split_feature=6 2 1 7 0 1 4 0 4 0 0 4 2 1 1 4 0 0 4 0 6 1 0 1 7 0 1 4 0 1
split_gain=3.48249e+11 1.68995e+12 6.57386e+12 9.27974e+12 1.56057e+13 5.74082e+12 5.25191e+12 1.26815e+13 5.72383e+12 4.10895e+12 6.15117e+12 4.10655e+12 5.83628e+12 1.02756e+13 8.08727e+12 4.16332e+12 3.74886e+12 3.6302e+12 8.72009e+12 7.11399e+12 1.09151e+13 1.02027e+13 3.6524e+13 2.90221e+13 3.41269e+13 1.61417e+13 1.24249e+13 8.55278e+12 9.29657e+12 1.25012e+13
threshold=34.010000000000012 2632.5000000000005 37.131181300000009 6.0000000000000009 55.649510000000014 36.049731800000011 8.5000000000000018 56.262014700000009 10.500000000000002 55.972700350000004 55.60524465000001 25.500000000000004 2691.5000000000005 30.452677500000004 30.389265100000003 27.500000000000004 56.324067350000007 55.753967500000009 23.500000000000004 55.462387050000011 33.805000000000007 37.631035900000008 55.737027400000009 37.46219940000001 6.0000000000000009 55.737027400000009 37.780517050000007 10.500000000000002 55.633951400000008 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -1 -3 13 14 -13 -15 -9 19 -19 -4 -21 22 27 -24 -25 -23 -27 28 -22 -30
right_child=-2 11 17 4 -6 -7 7 16 -10 -11 -12 12 -14 15 -16 -17 -18 18 -20 20 21 25 23 24 -26 26 -28 -29 29 -31
leaf_value=3915.2179564342318 -11.564288309412964 141.50978328162972 -1305.3915447271495 37698.473405376237 41227.01810635654 -4407.1051855914666 -4834.8638189843359 -30930.751066080731 14397.031320085996 7170.9981684312661 -5992.8623573113782 10381.780102665114 679.83682508710069 40460.297139020651 -25031.669709635418 -7288.1199962797618 -8492.9152355284205 -711.70308101305272 -6141.0129390383472 1685.1143592330243 -41930.95130525915 -3800.5738565154084 11222.138603153937 -206174.27200520833 -53063.017652027032 80099.619531250006 13925.062371063234 98.182616067748569 34200.879319411055 -30334.377937940142
leaf_weight=2140 3522711 437969 20076 38 165 219 376 180 263 1689 886 460 1264 140 75 21 127 51637 3138 27797 123 1423 27 24 37 38 112 526 52 71
leaf_count=2140 3522711 437969 20076 38 165 219 376 180 263 1689 886 460 1264 140 75 21 127 51637 3138 27797 123 1423 27 24 37 38 112 526 52 71
internal_value=0 73.9215 -274.443 2921.74 17227.1 1818.62 1855.34 -4944.64 3080.61 3219.66 1014.17 161.949 4729.06 12082.8 5417.28 34232.2 -21648.6 -459.466 -1022.74 153.85 1122.94 -5299.84 -14057.8 -75096.8 -113304 -511.649 30689.3 -7099.95 -22491.1 -3051.18
internal_weight=0 551093 111164 6083 422 257 5661 946 639 4715 3026 439929 1960 696 535 161 307 105081 54775 50306 30230 2433 860 88 61 1573 150 772 246 123
internal_count=4073804 551093 111164 6083 422 257 5661 946 639 4715 3026 439929 1960 696 535 161 307 105081 54775 50306 30230 2433 860 88 61 1573 150 772 246 123
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=31
num_cat=0
split_feature=3 0 4 1 4 6 6 0 2 0 6 3 1 2 2 1 6 1 6 6 6 6 0 1 6 0 6 3 0 6
split_gain=3.4168e+11 4.9323e+12 4.15326e+12 1.0145e+13 9.52779e+12 1.49243e+13 1.48261e+13 1.61835e+13 1.59856e+13 2.41643e+13 1.74226e+13 1.53263e+13 1.79154e+13 1.61599e+13 1.11254e+13 1.79459e+13 3.04017e+13 1.86622e+13 1.26187e+13 1.06683e+13 1.56711e+13 1.61174e+13 1.37515e+13 1.6321e+13 1.69695e+13 1.1494e+13 1.05164e+13 9.22854e+12 9.09231e+12 9.76901e+12
threshold=20.500000000000004 43.550475500000012 22.500000000000004 60.66055595000001 23.500000000000004 106.49500000000002 46.805000000000007 59.882709350000006 2561.0000000000005 55.539595350000006 49.895000000000003 22.500000000000004 37.618684050000006 75.000000000000014 6082.0000000000009 49.176406850000006 112.00500000000001 38.948208550000011 116.05000000000001 58.995000000000012 64.805000000000021 69.015000000000015 55.883833400000007 37.46219940000001 89.00500000000001 55.702806750000008 69.605000000000004 21.500000000000004 44.601833250000006 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -8 -11 19 13 -13 15 16 -7 -18 -17 27 25 -22 23 -23 -25 -21 -14 -12 -3 -30
right_child=1 2 4 -5 -6 14 7 -9 -10 10 11 12 26 -15 -16 18 17 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.9378503432150818 46514.283967391304 54683.783782327584 -598.35436105216525 -16778.646367501475 100.9189712214371 -96872.848110961917 103084.01369554925 29390.296835483838 1017.4679658559319 82284.519256756757 27657.872088833516 -50029.229400007302 60255.042587002848 33018.434303385417 21561.396464029949 -27835.620273437504 79431.800126008064 -16397.005784891422 -134403.88100000002 129789.7644717262 -36726.405972222223 -39194.437288851354 94622.052343750009 59009.24020201902 -38060.702581521742 47075.565955171129 -18141.131689453126 -25941.266134982638 -2309.7473499655184 20386.077955464785
leaf_weight=3999853 23 29 1864 451 63632 32 33 409 1316 37 58 107 44 30 48 20 31 59 25 21 45 37 28 83 23 84 28 72 5085 197
leaf_count=3999853 23 29 1864 451 63632 32 33 409 1316 37 58 107 44 30 48 20 31 59 25 21 45 37 28 83 23 84 28 72 5085 197
internal_value=0 212.99 198.585 -2379.44 416.503 4845.54 6125.61 11230.9 7600.79 19468.8 15510 11766.5 -10618.7 -31843.6 -20869 -33064.5 -13155.5 16610.7 -87040.2 22140.2 31927.8 16522.7 30535.6 17987.2 37946.9 63618.4 29767.6 -2027.8 -1156.69 -1463.27
internal_weight=0 73951 73928 5762 68166 4534 4319 2455 2046 730 697 660 209 137 215 167 122 90 45 451 321 216 171 143 106 105 72 130 5311 5282
internal_count=4073804 73951 73928 5762 68166 4534 4319 2455 2046 730 697 660 209 137 215 167 122 90 45 451 321 216 171 143 106 105 72 130 5311 5282
is_linear=0
shrinkage=0.1


Tree=4324
num_leaves=31
num_cat=0
split_feature=0 6 6 0 3 3 6 1 1 4 1 4 0 5 3 6 6 4 6 1 1 1 0 1 0 4 4 5 1 1
split_gain=3.39933e+11 7.73935e+12 2.38087e+13 4.73293e+13 3.09392e+13 3.27749e+13 5.55428e+13 4.63374e+13 6.16394e+13 5.59659e+13 4.29546e+13 3.69883e+13 3.41286e+13 3.14064e+13 3.71296e+13 2.99765e+13 2.98923e+13 2.81362e+13 4.83432e+13 3.33016e+13 5.95814e+13 3.14637e+13 2.90672e+13 2.7919e+13 2.76595e+13 2.86194e+13 2.59908e+13 2.96534e+13 5.62769e+13 6.07775e+13
threshold=59.848366150000011 74.615000000000009 80.720000000000013 59.950512650000007 1.5000000000000002 4.5000000000000009 79.015000000000015 30.362494150000003 30.345769800000003 6.5000000000000009 30.370944000000005 11.500000000000002 59.882709350000006 2.5000000000000004 21.500000000000004 76.00500000000001 76.00500000000001 9.5000000000000018 76.00500000000001 30.389265100000003 30.425503950000003 30.509101000000005 59.856552950000008 30.389265100000003 59.905532300000012 17.500000000000004 4.5000000000000009 2.5000000000000004 30.277905650000005 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -9 -11 -8 15 -7 -15 -6 -10 18 -12 -20 -21 22 -19 -24 25 -14 -26 28 -28 -30
right_child=1 2 -4 -5 5 7 11 9 16 10 17 -13 24 14 -16 -17 -18 21 19 20 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=9.0264643201915558 -297.2480655904389 -15251.512344086746 -256.26314109781759 -477.05354618965021 9064.2119179687506 15434.606737722801 62436.618313838662 -65636.904841549302 11414.76552734375 123810.9086868641 -67178.515618416437 11843.869380658587 -35060.597742069127 -6243.212518681582 -131753.35532226562 61999.57470703125 -109241.61477272728 -50088.084670608107 112339.42580357143 -154087.10772460938 45214.065131835938 -8216.3938656455593 144568.59909375 37287.129979243568 -18844.990560630518 36458.399638259245 -72709.427406939343 35395.507862742772 66036.931147203941 -16421.070775242115
leaf_weight=3711410 302902 435 43623 9044 200 929 445 71 28 43 89 214 264 1316 24 230 77 37 35 20 60 190 25 817 216 71 85 535 152 217
leaf_count=3711410 302902 435 43623 9044 200 929 445 71 28 43 89 214 264 1316 24 230 77 37 35 20 60 190 25 817 216 71 85 535 152 217
internal_value=0 -92.4433 950.315 4267.13 10553.8 12310.5 20876.5 6322.73 -2161.5 20844.4 25510.2 46007.4 12469.7 1304.8 -8491.16 37378.5 -77066.6 22189.7 -11842.7 30982.4 -4611.23 28684.2 36660.5 40472.4 5514.65 -19902.8 12580.9 19444.4 647.445 17545.4
internal_weight=0 362394 59492 15869 6825 6390 2629 3761 2374 1387 1316 659 1970 2269 1340 430 105 1273 204 115 80 1069 879 842 1540 335 1205 989 454 369
internal_count=4073804 362394 59492 15869 6825 6390 2629 3761 2374 1387 1316 659 1970 2269 1340 430 105 1273 204 115 80 1069 879 842 1540 335 1205 989 454 369
is_linear=0
shrinkage=0.1


Tree=4325
num_leaves=31
num_cat=0
split_feature=0 6 6 3 0 4 2 3 3 1 4 6 3 1 4 5 0 4 4 0 1 5 6 0 7 3 0 3 3 0
split_gain=3.95797e+11 3.63652e+12 7.89774e+12 1.11924e+13 1.97136e+13 1.31153e+13 1.092e+13 1.98779e+13 1.08172e+13 9.18757e+12 1.33967e+13 1.6741e+13 1.44624e+13 1.95791e+13 1.3371e+13 1.19566e+13 9.45846e+12 1.53318e+13 1.0927e+13 1.35478e+13 9.2314e+12 1.20991e+13 9.11679e+12 6.73382e+12 5.11384e+12 4.65997e+12 6.26181e+12 5.49757e+12 4.60219e+12 4.60086e+12
threshold=60.002985000000002 130.05000000000004 168.45000000000002 8.5000000000000018 60.042359000000012 3.5000000000000004 8009.5000000000009 3.5000000000000004 12.500000000000002 30.303340300000002 15.500000000000002 134.05000000000004 3.5000000000000004 53.67029225000001 11.500000000000002 3.5000000000000004 60.05226170000001 4.5000000000000009 18.500000000000004 60.028671700000011 30.242318500000007 3.5000000000000004 189.00000000000003 60.034792100000011 6.0000000000000009 5.5000000000000009 60.753246850000004 8.5000000000000018 3.5000000000000004 61.78914120000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 16 12 -12 13 23 25 -13 18 -18 19 20 21 28 -7 -11 -17 26 -14 -27 -3 -24
right_child=1 2 3 8 5 22 7 -9 -10 10 11 15 14 -15 -16 24 17 -19 -20 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-6.2684445311023396 116.48442634917143 -35496.866881793474 -87304.380974264714 92359.572480468763 29256.444363064238 -64390.948783052889 29269.210803571434 -75183.792490748354 -5461.8534780649043 49519.452391387196 61115.121562499997 -71920.362051930148 109387.30343750001 -58814.280872844829 122828.31090856482 -24874.402148437501 73605.60417351975 -26051.332842548079 48201.991063279376 -83436.57044719829 -61696.187132812505 56842.865039062504 22510.890854779413 2663.8468470982143 35718.2900390625 -3144.1061370849611 39937.398965371627 61793.450852272734 21962.429609375002 -23818.852464978452
leaf_weight=3915450 157338 46 34 20 72 39 35 38 26 82 30 34 20 29 27 30 38 26 26 29 25 32 34 49 26 32 37 22 20 58
leaf_count=3915450 157338 46 34 20 72 39 35 38 26 82 30 34 20 29 27 30 38 26 26 29 25 32 34 49 26 32 37 22 20 58
internal_value=0 154.993 6118.45 -8070.93 -16832.3 -5029.09 11596.8 -25103.6 37069.2 15656 24633.4 -3578.29 35993.8 15534.4 59714.8 -25142.8 149.708 33120 -11704.8 -21952 -7455.61 6381.27 -23873.1 31993.3 3257.92 44362.8 64305.8 23311.9 -18085 -6696.99
internal_weight=0 158354 1016 283 237 203 733 73 46 660 418 120 298 160 138 90 242 64 178 152 123 98 131 131 56 111 57 54 66 92
internal_count=4073804 158354 1016 283 237 203 733 73 46 660 418 120 298 160 138 90 242 64 178 152 123 98 131 131 56 111 57 54 66 92
is_linear=0
shrinkage=0.1


Tree=4326
num_leaves=31
num_cat=0
split_feature=3 0 6 1 6 6 6 6 6 7 0 1 1 1 3 0 2 6 6 1 6 0 7 6 1 1 0 6 0 6
split_gain=3.40364e+11 2.65852e+12 1.70719e+12 5.36488e+12 1.38793e+13 4.68997e+12 4.5954e+12 2.97837e+12 2.3139e+12 4.67029e+12 2.21489e+12 1.78862e+12 2.13856e+12 1.15499e+12 5.33463e+11 4.72302e+12 2.94367e+12 3.21238e+12 3.80116e+12 1.74848e+12 3.87472e+12 3.39602e+12 2.8673e+12 2.22664e+12 3.00573e+12 2.04653e+12 1.61486e+12 1.13141e+12 1.07851e+12 1.00095e+12
threshold=33.500000000000007 56.850115550000005 50.010000000000012 37.534144550000008 40.610000000000007 38.205000000000005 57.715000000000011 64.015000000000015 103.03500000000001 6.0000000000000009 55.743464250000009 37.534144550000008 37.768783500000005 40.965343750000009 32.500000000000007 55.883833400000007 75.000000000000014 43.605000000000011 59.025000000000013 37.618684050000006 40.205000000000005 55.834019500000004 6.0000000000000009 46.010000000000012 37.649344350000007 37.534144550000008 55.721784200000009 51.405000000000008 55.685785750000008 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=14 2 3 10 5 -5 -4 -8 11 -10 -2 -9 -13 -14 -1 19 17 -17 -19 20 -16 22 -22 26 -25 28 -21 -18 -24 -26
right_child=1 -3 6 4 -6 -7 7 8 9 -11 -12 12 13 -15 15 16 27 18 -20 23 21 -23 25 24 29 -27 -28 -29 -30 -31
leaf_value=0.11658974581374378 15762.732128906251 29238.396629464285 -37980.404508928572 28645.302390625002 99164.738632812514 -35458.545507812501 34299.092122395836 12257.782439313618 38993.154199218749 -19362.822884114586 -24828.687147484758 -27440.160564903847 18923.598317871096 -14654.594889322916 -28130.440281250005 -6042.1016666666674 -18160.85679873512 -78447.190767045468 -22450.467592592595 -10324.879101562501 56281.026050967259 -8460.8588050063772 46403.317595108703 -41908.145075334825 5396.1691101074221 2668.2842476981027 20609.764756944445 12544.937806919645 17178.303962053571 -16491.25659839527
leaf_weight=4072878 20 35 35 25 20 21 24 28 32 24 41 65 20 21 25 30 21 22 27 27 21 49 23 28 48 56 45 28 28 37
leaf_count=4072878 20 35 35 25 20 21 24 28 32 24 41 65 20 21 25 30 21 22 27 27 21 49 23 28 48 56 45 28 28 37
internal_value=0 2877.59 423.794 9858.87 29618.1 -619.498 -4388.47 1105.53 -3087.34 13983.4 -11520 -10221.4 -16159.3 1725.01 -0.290347 -3218.55 -19870.2 -31813.5 -47591.9 2288.97 8721.54 13926.6 22496.8 -4734.71 -13491.9 15866.3 9009.27 -614.688 30358.2 -4131.3
internal_weight=0 411 376 127 66 46 249 214 190 56 61 134 106 41 4.07339e+06 515 128 79 49 387 202 177 128 185 113 107 72 49 51 85
internal_count=4073804 411 376 127 66 46 249 214 190 56 61 134 106 41 4073393 515 128 79 49 387 202 177 128 185 113 107 72 49 51 85
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=31
num_cat=0
split_feature=1 1 7 4 4 5 0 0 4 6 0 3 0 3 3 3 6 6 5 0 5 6 3 3 6 6 6 3 6 4
split_gain=3.29365e+11 7.70732e+12 1.24895e+13 1.16408e+13 1.16173e+13 1.67026e+13 1.35696e+13 1.88629e+13 1.34905e+13 2.33306e+13 3.70306e+13 2.03374e+13 2.33023e+13 2.26249e+13 3.47897e+13 2.63106e+13 2.08905e+13 2.00806e+13 2.12528e+13 1.70352e+13 3.67528e+13 1.50244e+13 1.42265e+13 1.57816e+13 1.3965e+13 1.26744e+13 1.86308e+13 1.38922e+13 1.26151e+13 1.26974e+13
threshold=36.555998300000006 36.593086150000012 6.0000000000000009 7.5000000000000009 16.500000000000004 3.5000000000000004 55.111813300000001 55.102137100000007 14.500000000000002 84.810000000000016 50.596941950000009 3.5000000000000004 50.556058150000005 10.500000000000002 9.5000000000000018 7.5000000000000009 112.00500000000001 108.05000000000001 4.5000000000000009 50.596941950000009 3.5000000000000004 110.01500000000001 5.5000000000000009 1.5000000000000002 118.04500000000002 97.020000000000024 101.02000000000002 3.5000000000000004 103.03500000000001 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 8 6 7 -6 17 -10 11 -11 -13 14 15 16 -14 22 19 21 -21 -19 23 -2 -12 -25 27 -27 29 -24
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 24 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 28 25 -26 26 -28 -29 -30 -31
leaf_value=-79.212632625175274 -3150.6621656862781 0.36825680588890397 -17571.261745273918 23630.217693504659 -1306.8073618345561 -32958.62617874529 -28135.758007679819 64365.87899305555 2717.2051303439675 -25089.603480113637 7544.2549107142859 -33273.718281250003 9157.6630776459333 116747.15093060663 -26652.834097222221 150887.16346507354 115940.0078404018 30129.738542737457 77757.786328125003 -24410.003361191862 92625.857051282059 -35756.585819205058 -140.47954713354966 7103.0498506449385 -106463.32059659093 35234.999904725606 6137.3062438964844 123946.25406376008 42569.268086528784 -15618.951349077726
leaf_weight=464999 1659 3592523 81 447 1557 199 184 45 612 33 21 25 53 68 45 34 28 38 23 86 39 388 4130 5625 22 41 96 31 64 608
leaf_count=464999 1659 3592523 81 447 1557 199 184 45 612 33 21 25 53 68 45 34 28 38 23 86 39 388 4130 5625 22 41 96 31 64 608
internal_value=0 10.2066 2180.99 17309.5 1673.95 -5478.08 -2416.13 537.931 2705.02 14262.1 35737.7 48746.4 58377.2 68426.6 47890.4 77059.5 46070.1 1857.25 -16423.4 -20354.8 12105.2 -29879.4 2713.55 5448.72 -50785.2 7911.41 34977.1 73430.1 -1531.04 -2126.74
internal_weight=0 3.6088e+06 16282 528 15754 1985 1786 1602 13769 941 329 286 253 228 160 115 81 12828 574 551 125 426 12254 7452 43 5793 168 72 4802 4738
internal_count=4073804 3608805 16282 528 15754 1985 1786 1602 13769 941 329 286 253 228 160 115 81 12828 574 551 125 426 12254 7452 43 5793 168 72 4802 4738
is_linear=0
shrinkage=0.1


Tree=4328
num_leaves=31
num_cat=0
split_feature=0 5 4 6 4 1 4 1 6 0 6 6 4 6 6 1 4 1 0 1 4 6 7 4 6 6 6 6 3 1
split_gain=3.48404e+11 3.26794e+12 7.77514e+12 4.73879e+12 2.89435e+13 9.68826e+12 9.35877e+12 2.36307e+13 2.03619e+13 2.58629e+13 1.20664e+13 8.33578e+12 7.86105e+12 7.71795e+12 7.56301e+12 6.47061e+12 6.03729e+12 1.30733e+13 4.12098e+13 6.13791e+13 5.9555e+13 3.80658e+13 3.62453e+13 5.43065e+13 3.33633e+13 6.26101e+13 3.32475e+13 5.9912e+13 3.0017e+13 2.85418e+13
threshold=60.002985000000002 1.5000000000000002 29.500000000000004 48.005000000000003 8.5000000000000018 59.999510900000011 17.500000000000004 30.242318500000007 41.505000000000003 60.05226170000001 47.805000000000007 30.985000000000003 10.500000000000002 39.810000000000009 44.410000000000004 53.252814850000007 22.500000000000004 30.303340300000002 60.028671700000011 30.315889700000003 7.5000000000000009 55.405000000000008 6.0000000000000009 12.500000000000002 92.02500000000002 68.00500000000001 75.010000000000005 106.49500000000002 9.5000000000000018 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 8 13 10 12 -8 -10 -6 -11 -3 17 29 19 20 -19 -21 23 26 25 -22 -23 -28 -27 -5
right_child=1 3 -4 16 5 -7 11 -9 9 14 -12 -13 -14 -15 -16 -17 -18 18 -20 21 24 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-5.8811867781583338 -383.87145985258888 -2318.1974432116781 -55079.881400240389 -1142.7766883811626 9398.2452994333198 -7398.0984437592188 61343.542866847827 8715.5713597581107 52960.854476705419 49953.513560267864 8417.9836315524208 621.14155854285673 94731.296931640638 -57255.061752717396 -10736.560461267249 2828.6740431615399 1945.854302360171 -80346.986897078808 -412.94074077590597 -9967.6101788391734 46617.945551215278 20620.729395956063 -5684.9114769260514 44999.841522834482 -12073.852375 257687.36025705645 -25479.75622668715 32352.056866969298 110413.04650000001 -13994.50305578129
leaf_weight=3915450 63985 8455 26 14278 71 392 23 3654 82 28 31 1324 100 23 77 3435 15444 23 40339 990 63 1238 849 583 25 31 521 273 25 1966
leaf_count=3915450 63985 8455 26 14278 71 392 23 3654 82 28 31 1324 100 23 77 3435 15444 23 40339 990 63 1238 849 583 25 31 521 273 25 1966
internal_value=0 145.418 -406.088 519.61 1994.65 7782.81 8882.18 11275.4 33978.8 46065.6 66088.6 1657.98 75911.6 -6910.54 5447.46 -831.275 179.082 -266.74 611.749 9556.77 69076.3 7325.12 12267.3 18095.8 92942.5 115005 10376.8 -5595.52 191940 -2698.21
internal_weight=0 158354 64011 94343 17695 5805 5413 4066 412 318 213 1347 182 94 105 11890 76648 61204 44960 4621 167 4454 3464 2615 144 119 2032 794 56 16244
internal_count=4073804 158354 64011 94343 17695 5805 5413 4066 412 318 213 1347 182 94 105 11890 76648 61204 44960 4621 167 4454 3464 2615 144 119 2032 794 56 16244
is_linear=0
shrinkage=0.1


Tree=4329
num_leaves=31
num_cat=0
split_feature=4 1 2 0 2 6 0 6 4 3 1 1 0 6 0 1 6 0 1 4 4 4 6 5 1 5 6 5 6 3
split_gain=3.43102e+11 2.47013e+12 1.21536e+13 2.07383e+13 3.23359e+13 1.56193e+13 1.04569e+13 1.93076e+13 4.45888e+13 2.96534e+13 4.65408e+13 2.02031e+13 1.45404e+13 2.09091e+13 2.49405e+13 1.55445e+13 2.63251e+13 3.22659e+13 4.69899e+13 2.49307e+13 2.08779e+13 1.99622e+13 1.85643e+13 1.5875e+13 1.5038e+13 1.41865e+13 1.24385e+13 2.53469e+13 1.64916e+13 3.74874e+13
threshold=5.5000000000000009 38.247071200000008 1696.0000000000002 54.604289300000012 1250.5000000000002 48.410000000000004 44.685196900000008 101.02000000000002 4.5000000000000009 3.5000000000000004 38.066230450000006 37.780517050000007 55.462387050000011 50.010000000000012 54.973017600000006 38.109452700000006 47.005000000000003 55.60524465000001 38.166910000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 79.710000000000022 1.5000000000000002 30.624707450000006 3.5000000000000004 96.050000000000011 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 6 3 4 -3 -6 7 26 -9 10 11 -10 13 -8 -15 -14 23 18 19 -18 -19 -21 25 -17 -16 -22 28 -28 -1 -30
right_child=-2 2 -4 -5 5 -7 12 8 9 -11 -12 -13 15 14 24 16 17 20 -20 21 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2577.7027344091703 -18.14661015460716 -2908.7100044250828 60.04301019441445 -1330.8745298420181 -29904.405189932768 -87650.770741577144 400.36313073270361 -5067.8612261761682 127455.05439453125 24652.973223458903 228720.28756510417 -3939.2336250000003 450.22824663315197 -1866.0409729395553 -71202.746118164068 5886.3788271068952 -29503.478064903844 -5898.2618385110127 12101.378938276051 106351.34437500002 13926.573227634346 48400.894437870673 69869.426566859649 -3507.6971781744651 -9610.1340550353361 -24395.17146371695 58884.273380859377 -55217.024835759948 -1338.8872869318184 82516.803658088247
leaf_weight=6743 2928705 352 862664 49355 113 80 36399 182 22 73 24 25 154290 19588 40 3521 26 894 526 105 1358 137 56 3678 4403 104 25 88 143 85
leaf_count=6743 2928705 352 862664 49355 113 80 36399 182 22 73 24 25 154290 19588 40 3521 26 894 526 105 1358 137 56 3678 4403 104 25 88 143 85
internal_value=0 46.4118 -27.7279 -1545.1 -20945.2 -53840.7 337.367 4033.61 27828.6 69406.1 115420 57564.5 215.705 -1111.05 -3400.34 702.518 4443.59 11980.9 29466.1 63547.5 6225.05 73544.7 13364.9 1086.91 -10164.6 11200.5 2938.58 -29973.4 3472.09 29923.1
internal_weight=0 1.1451e+06 912564 49900 545 193 232535 7410 326 144 71 47 225125 60430 24031 164695 10405 3206 794 268 2412 242 1518 7199 4443 1462 7084 113 6971 228
internal_count=4073804 1145099 912564 49900 545 193 232535 7410 326 144 71 47 225125 60430 24031 164695 10405 3206 794 268 2412 242 1518 7199 4443 1462 7084 113 6971 228
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=31
num_cat=0
split_feature=2 2 0 7 0 0 6 6 6 6 5 4 1 6 6 3 3 4 4 6 6 6 4 7 4 7 4 4 6 1
split_gain=3.73268e+11 6.0711e+12 8.51486e+12 3.04175e+13 1.40103e+13 1.38227e+13 1.32994e+13 1.01951e+13 8.66168e+12 8.49945e+12 1.21918e+13 7.87085e+12 7.37875e+12 6.74564e+12 6.60902e+12 6.38031e+12 1.86912e+13 6.34725e+12 1.0173e+13 1.80987e+13 6.9854e+12 5.97711e+12 7.04869e+12 5.72462e+12 5.21293e+12 6.44038e+12 5.19759e+12 5.12741e+12 5.09179e+12 5.05657e+12
threshold=2599.0000000000005 2421.5000000000005 51.567244500000008 6.0000000000000009 56.148747500000006 57.978821400000008 74.615000000000009 78.605000000000004 52.330000000000005 89.00500000000001 3.5000000000000004 22.500000000000004 45.71452080000001 40.015000000000008 32.515000000000008 16.500000000000004 9.5000000000000018 19.500000000000004 5.5000000000000009 74.615000000000009 62.010000000000012 81.705000000000013 11.500000000000002 6.0000000000000009 8.5000000000000018 6.0000000000000009 11.500000000000002 35.500000000000007 35.995000000000012 49.692247900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 12 -4 11 21 15 -5 -3 29 -6 16 -11 18 -16 23 28 22 -8 -20 -9 -26 -14 -28 -19 -7
right_child=-2 2 4 8 5 13 9 24 -10 10 -12 -13 26 -15 17 -17 -18 20 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=23.859521125186657 -15.059785725873605 -30709.406880227118 -4916.1175033342597 1466.4443122490302 -13599.419377929689 548.72211051266765 1893.7375732421876 -77422.308407738092 -6386.8645066116387 -6760.289791666667 82115.255588942324 22199.247908789959 10560.375997284558 3132.4145960635547 -9481.3325824652784 -45017.249492187504 98064.234934303982 1547.2969609375002 77846.133888753262 124632.9513671875 -21456.853365384617 77838.667382320287 72761.149156250001 25472.007834583521 -445.32514648437501 -43005.363422851566 29597.371079580273 -22983.78287109375 68340.82561383929 -9824.561839810709
leaf_weight=793837 3265512 39 1817 1144 50 1143 32 21 1415 75 26 218 1225 5553 45 20 22 25 24 24 52 62 25 160 64 80 255 20 21 798
leaf_count=793837 3265512 39 1817 1144 50 1143 32 21 1415 75 26 218 1225 5553 45 20 22 25 24 24 52 62 25 160 64 80 255 20 21 798
internal_value=0 60.8417 2091.82 5656.78 439.463 2326.53 15778.5 -7077.39 -907.586 36605.6 20175.1 4784.91 12232.9 1358.62 20415.1 6410.65 17014.3 25260.5 33629.9 42956.8 3653.91 56349.8 32975.9 32303.4 -30877.6 -24089.8 13349.4 25773.3 32040 -3716.03
internal_weight=0 808292 14455 4578 9877 7895 1801 1982 2777 262 143 1362 1539 7494 401 117 97 351 253 208 98 119 57 184 165 144 1500 275 46 1941
internal_count=4073804 808292 14455 4578 9877 7895 1801 1982 2777 262 143 1362 1539 7494 401 117 97 351 253 208 98 119 57 184 165 144 1500 275 46 1941
is_linear=0
shrinkage=0.1


Tree=4331
num_leaves=31
num_cat=0
split_feature=0 6 6 4 0 0 5 6 0 3 3 0 6 3 1 3 0 5 0 4 5 5 0 4 5 4 1 3 0 1
split_gain=3.51964e+11 6.05577e+12 1.98133e+13 3.55999e+13 3.91541e+13 3.99037e+13 1.99207e+13 1.97569e+13 3.82551e+13 2.50864e+13 2.76341e+13 3.49905e+13 2.00359e+13 4.73618e+13 2.70761e+13 2.71521e+13 6.51904e+13 5.63521e+13 4.82954e+13 3.7075e+13 2.68298e+13 2.27793e+13 2.60679e+13 3.17874e+13 2.57066e+13 2.42468e+13 2.25963e+13 2.2111e+13 2.51553e+13 2.09568e+13
threshold=59.848366150000011 74.615000000000009 74.015000000000015 19.500000000000004 59.990753350000013 59.939085000000013 2.5000000000000004 80.720000000000013 59.950512650000007 1.5000000000000002 18.500000000000004 59.91832440000001 79.015000000000015 3.5000000000000004 30.362494150000003 2.5000000000000004 59.91832440000001 2.5000000000000004 59.882709350000006 7.5000000000000009 1.5000000000000002 3.5000000000000004 59.939085000000013 17.500000000000004 2.5000000000000004 13.500000000000002 30.277905650000005 4.5000000000000009 59.864072000000007 30.425503950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -3 12 -12 29 14 15 17 18 26 -17 -18 -15 22 23 27 -24 -26 -14 28 -22 -11
right_child=1 7 3 4 -6 -7 -8 -9 -10 10 11 -13 13 20 -16 16 19 -19 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=9.1848071868685164 -222.39801364784054 -13734.948737652659 -21805.890176347588 10868.749008413462 -29518.228200221711 178908.55210937501 93177.037643914475 -270.79617424674956 -415.45428514577611 5623.2451645297915 -2745.0098584314296 -97783.407209373021 45446.107187500005 111736.46262019231 12656.596574435765 113397.45376848493 239082.57318412163 5098.1747736855159 -58002.175258316536 79495.049674479174 -57284.705531529027 -47553.31522854478 812.18317454268299 34274.536938314879 154807.40227864584 21553.784676846593 180943.35371093752 -15289.575676872471 47656.661747101818 22522.294535555455
leaf_weight=3711410 301615 435 988 130 111 20 38 43623 9044 3658 185 49 20 26 135 35 37 126 31 24 28 67 41 302 36 22 32 494 124 918
leaf_count=3711410 301615 435 988 130 111 20 38 43623 9044 3658 185 49 20 26 135 35 37 126 31 24 28 67 41 302 36 22 32 494 124 918
internal_value=0 -94.065 -275.229 -12656.5 17576.3 45382.1 29486.1 828.328 3849.76 9501.72 11083.6 -22646.2 12365.7 22074.6 49943 66446.8 101770 41244.3 32891.6 176294 11318.4 8974.68 12592 7492.95 61419.7 104263 128829 -5027.24 28325.4 9013.4
internal_weight=0 362394 302902 1287 299 188 168 59492 15869 6825 6390 234 6156 1580 440 305 127 178 66 61 1140 1114 1047 948 99 58 52 646 152 4576
internal_count=4073804 362394 302902 1287 299 188 168 59492 15869 6825 6390 234 6156 1580 440 305 127 178 66 61 1140 1114 1047 948 99 58 52 646 152 4576
is_linear=0
shrinkage=0.1


Tree=4332
num_leaves=31
num_cat=0
split_feature=0 3 0 3 6 6 0 6 6 1 1 1 0 1 6 1 1 6 5 3 5 6 1 1 5 4 7 4 1 0
split_gain=3.91283e+11 3.37913e+12 9.61061e+12 7.75164e+12 1.91311e+13 1.95976e+13 1.61448e+13 2.25908e+13 2.17159e+13 2.54972e+13 2.12226e+13 1.31519e+13 1.54839e+13 1.18645e+13 1.14961e+13 3.1835e+13 3.62786e+13 2.7866e+13 1.43588e+13 1.18709e+13 2.17294e+13 1.15697e+13 1.11155e+13 1.64356e+13 1.15807e+13 1.0831e+13 1.36117e+13 1.4606e+13 1.08172e+13 1.00051e+13
threshold=60.002985000000002 5.5000000000000009 60.05226170000001 7.5000000000000009 101.02000000000002 112.00500000000001 60.034792100000011 72.50500000000001 79.015000000000015 30.260128500000004 30.084656550000002 30.226173900000003 60.01610465000001 30.277905650000005 67.00500000000001 30.303340300000002 30.438492500000006 68.515000000000015 2.5000000000000004 6.5000000000000009 2.5000000000000004 66.010000000000005 30.323041000000003 30.345769800000003 3.5000000000000004 13.500000000000002 6.0000000000000009 17.500000000000004 30.370944000000005 61.686687400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -3 -10 -13 -11 21 17 18 -16 -17 20 -19 -12 24 -24 -7 -15 27 -27 -25 -30
right_child=1 3 -4 -5 5 22 -8 8 9 13 14 12 -14 25 15 16 -18 19 -20 -21 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-6.232597442058772 2119.7832468543666 -77012.527784455131 -146.75322160034648 203.68855877951523 -45764.525653620047 -3875.3315518465915 486.69070044853373 -41771.8231132484 13430.371010638301 78523.673495370371 -3742.0365707917695 -124670.52796519885 -34103.645148026313 -14926.213471679686 56737.585140625008 174663.79010416669 -21654.10926724138 -145713.17849702382 70889.538151041663 -2463.079652518657 -19542.876347155452 -62329.725506950825 -84800.142786458338 35042.584499104814 76698.836822916681 117887.703765625 -26229.163122106485 18943.338951646958 -55735.059349524454 14115.437046030405
leaf_weight=3915450 27496 39 58533 56252 202 44 10657 327 47 27 3901 22 133 100 50 24 29 21 30 67 39 34 30 48 30 25 27 37 46 37
leaf_count=3915450 27496 39 58533 56252 202 44 10657 327 47 27 3901 22 133 100 50 24 29 21 30 67 39 34 30 48 30 25 27 37 46 37
internal_value=0 154.107 577.662 -349.703 -2286.45 -22923.3 -1709.69 -6410.79 -22468.8 -7368.14 -3585.27 -32907.5 -46958.3 16515.9 -2902.63 17462.9 68562 -6498.85 117011 -31395.1 -63702.5 -4248.26 -3289.58 -18034.2 28789.9 7657.61 33032.7 58840.3 -2744.26 -24596.9
internal_weight=0 158354 86029 72325 16073 437 15636 4979 745 418 4234 202 155 216 4195 260 83 177 54 127 60 3935 235 161 74 189 89 62 131 83
internal_count=4073804 158354 86029 72325 16073 437 15636 4979 745 418 4234 202 155 216 4195 260 83 177 54 127 60 3935 235 161 74 189 89 62 131 83
is_linear=0
shrinkage=0.1


Tree=4333
num_leaves=31
num_cat=0
split_feature=0 0 5 6 4 6 6 6 4 6 6 1 6 6 2 6 3 2 4 4 4 1 1 6 5 1 6 1 6 3
split_gain=3.77608e+11 3.68867e+12 6.38668e+12 7.59295e+12 4.01612e+13 1.23554e+13 1.09013e+13 7.6896e+12 6.84047e+12 1.12364e+13 1.05887e+13 7.36765e+12 6.66275e+12 1.20768e+13 1.17461e+13 1.05996e+13 1.16914e+13 8.09697e+12 2.73461e+13 9.96054e+12 9.80141e+12 1.78656e+13 1.02821e+13 8.43287e+12 1.46625e+13 1.55716e+13 8.14602e+12 1.77523e+13 7.09124e+12 8.9272e+12
threshold=60.753246850000004 60.064438250000002 4.5000000000000009 106.49500000000002 5.5000000000000009 104.01000000000001 118.04500000000002 100.05000000000001 26.500000000000004 83.010000000000005 73.995000000000019 30.205407000000005 39.505000000000003 45.995000000000012 2632.5000000000005 52.330000000000005 20.500000000000004 3338.0000000000005 13.500000000000002 11.500000000000002 5.5000000000000009 30.277905650000005 30.260128500000004 80.720000000000013 2.5000000000000004 30.303340300000002 62.995000000000012 30.260128500000004 71.715000000000018 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 6 7 -5 8 11 10 -10 -3 -13 -14 -15 16 -16 18 19 20 22 -22 -17 24 26 -26 -20 -28 29 -27
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 12 13 14 15 17 -18 -19 23 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=2.4535087385028742 256.31105552609165 942.99387385620912 -46862.170073084679 122264.47671370968 -22826.194272248642 -70526.002862079331 41872.473432221283 47436.65673828125 6132.2149002466449 63239.333837890626 -21251.274800955416 -276.93731543082464 -13542.71312978885 58021.11380733367 3314.8015436832375 -31851.733052884614 53559.373485331635 -1370.8292246689668 -4810.5409568176274 -103609.00671875 -49184.17832782452 25711.012850765306 -123640.22199388588 -25258.608662942741 81380.480045572913 14740.948391549799 -7168.139025175883 -60638.124519149125 -1040.7609748021068 89531.498398437514
leaf_weight=4001071 56679 4635 31 31 92 26 37 32 1404 32 157 3301 1533 31 844 26 49 1887 800 25 91 49 23 208 30 79 191 92 298 20
leaf_count=4001071 56679 4635 31 31 92 26 37 32 1404 32 157 3301 1533 31 844 26 49 1887 800 25 91 49 23 208 30 79 191 92 298 20
internal_value=0 -3.61638 -1516.39 -1428.66 20246.7 -1647.28 78521.8 -1534.2 -1633.35 4580.56 3378.08 -2329.86 -3913.83 -5826.74 -3332.83 -3736.48 6071.78 -6029.95 -10580.6 -44289.8 -36443.3 -22970.9 -74936.1 -6381.61 -3781.34 11912 -9968.84 -24550.6 6662.51 29850.2
internal_weight=0 4.01712e+06 16054 16023 160 15863 68 15837 15805 1593 1561 14212 9577 6276 4743 4712 893 3819 1932 214 189 140 49 1718 1510 427 1083 283 397 99
internal_count=4073804 4017125 16054 16023 160 15863 68 15837 15805 1593 1561 14212 9577 6276 4743 4712 893 3819 1932 214 189 140 49 1718 1510 427 1083 283 397 99
is_linear=0
shrinkage=0.1


Tree=4334
num_leaves=31
num_cat=0
split_feature=4 1 0 1 7 0 0 4 0 0 6 6 5 1 6 1 4 3 3 3 6 6 6 4 6 3 3 5 6 6
split_gain=3.46552e+11 2.18981e+12 1.55328e+13 4.96863e+13 3.80278e+13 3.63944e+13 3.511e+13 5.66269e+13 2.24533e+13 2.75582e+13 2.24016e+13 2.21093e+13 2.78266e+13 4.49447e+13 3.61888e+13 2.78382e+13 2.42504e+13 2.73549e+13 2.5111e+13 2.49426e+13 2.35511e+13 4.98915e+13 4.31583e+13 3.89626e+13 3.55941e+13 2.15566e+13 2.39628e+13 2.04168e+13 4.84974e+13 4.48866e+13
threshold=9.5000000000000018 30.277905650000005 59.950512650000007 30.260128500000004 6.0000000000000009 59.939085000000013 59.990753350000013 8.5000000000000018 60.01610465000001 60.042359000000012 58.995000000000012 44.205000000000005 2.5000000000000004 30.226173900000003 69.605000000000004 30.242318500000007 4.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 76.605000000000004 87.395000000000024 64.015000000000015 7.5000000000000009 66.990000000000023 6.5000000000000009 4.5000000000000009 1.5000000000000002 56.205000000000005 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 5 -4 6 -1 7 27 10 -10 -8 -7 15 14 -14 -13 -15 18 19 -18 22 -22 -17 24 -24 26 -9 -5 -29 -30
right_child=-2 -3 3 4 -6 11 8 25 9 -11 -12 12 13 16 -16 20 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=311.50163318004945 27.167027473859136 -50.885094346516752 420.26628695970271 12331.651919428508 -411.44533707225304 8624.3802262155641 12214.207503043621 106712.12185156251 109824.19853515626 20402.123411615212 -30948.298111979169 -12945.030768175362 -8121.9792708333334 36962.301302887674 140590.4331027561 -31380.874478649966 -68273.776725426505 6794.1987675781247 -56307.913639186721 15020.383253761574 70459.034599609367 -122979.8325 -254695.20351562501 -47116.879652060234 -106051.37139867665 151010.56237745099 -13194.85109375 -22483.761959876545 97853.082782273064 15221.441832139757
leaf_weight=46374 2181312 1831848 9703 384 926 361 375 50 40 249 177 363 30 86 36 189 49 250 239 135 40 20 24 62 49 51 25 81 168 108
leaf_count=46374 2181312 1831848 9703 384 926 361 375 50 40 249 177 363 30 86 36 189 49 250 239 135 40 20 24 62 49 51 25 81 168 108
internal_value=0 -31.3131 559.891 3726.76 15907.1 -248.889 24754.2 38875.1 10196.9 32778.9 -1625.94 -13693 -18818.1 -6158 72993.9 -32800.2 -13040.8 -19430.5 -34929.7 -7161.21 -51569.5 5979.41 -62226.6 -105411 -154921 100851 66743.1 28336.6 45552 65519
internal_weight=0 1.89249e+06 60644 12337 2634 48307 1708 867 841 289 552 1933 1572 825 66 747 759 673 423 184 384 60 324 135 73 126 75 741 357 276
internal_count=4073804 1892492 60644 12337 2634 48307 1708 867 841 289 552 1933 1572 825 66 747 759 673 423 184 384 60 324 135 73 126 75 741 357 276
is_linear=0
shrinkage=0.1


Tree=4335
num_leaves=31
num_cat=0
split_feature=1 1 7 5 4 4 0 0 6 5 4 0 6 6 6 4 5 3 4 6 0 3 3 0 3 3 3 6 0 6
split_gain=3.75416e+11 6.29105e+12 1.01089e+13 1.06391e+13 1.01335e+13 2.07219e+13 1.30965e+13 1.03955e+13 1.8933e+13 1.76615e+13 1.11776e+13 1.50598e+13 1.02574e+13 9.99629e+12 1.86051e+13 9.76681e+12 1.35286e+13 1.28161e+13 1.05773e+13 1.88977e+13 2.9995e+13 1.74179e+13 1.64733e+13 1.88749e+13 1.83262e+13 2.81797e+13 2.13116e+13 1.69213e+13 1.63771e+13 3.04142e+13
threshold=36.555998300000006 36.593086150000012 6.0000000000000009 2.5000000000000004 5.5000000000000009 8.5000000000000018 50.596941950000009 50.556058150000005 54.990000000000002 2.5000000000000004 7.5000000000000009 50.596941950000009 82.00500000000001 83.820000000000007 122.65000000000002 16.500000000000004 3.5000000000000004 17.500000000000004 14.500000000000002 84.810000000000016 50.596941950000009 13.500000000000002 3.5000000000000004 50.556058150000005 10.500000000000002 9.5000000000000018 7.5000000000000009 112.00500000000001 50.596941950000009 110.01500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 8 -6 12 11 13 -10 -9 -15 18 17 -17 21 -20 22 28 -21 -24 25 26 27 -25 29 -7
right_child=1 -3 3 -5 5 15 -8 10 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-84.569192268709514 15956.093451621266 2.008230197172777 8092.2506302729644 42483.292779381794 11783.899522107713 1485.5918079404526 1304.6181317640444 428.68714900184517 -66183.592804276312 -2597.607650862069 -29072.146597474566 -19111.998332440209 -151984.19708806821 62888.735819284542 -41537.718563565344 -3472.8358295254861 -29662.151228800256 53089.711918826215 2446.1042536218183 -22579.991406250003 -45706.303006904076 -59008.261776928201 -29945.693937500004 8242.5481684846709 105073.08747127757 -23986.898993055554 135799.10220588237 104346.65669642857 11311.392325108764 -28846.767755373919
leaf_weight=464999 1036 3592523 413 115 47 7413 1484 199 38 29 215 277 22 76 22 1745 199 41 612 33 43 47 25 53 68 45 34 28 1577 346
leaf_count=464999 1036 3592523 413 115 47 7413 1484 199 38 29 215 277 22 76 22 1745 199 41 612 33 43 47 25 53 68 45 34 28 1577 346
internal_value=0 10.8968 1972.11 15582.7 1515.95 409.228 7328 -14025.5 -39559.7 -66673.7 -9624.22 -2339.72 -97643.8 13303.1 39446.1 1493.98 -4930.07 -2174.37 2729.13 12836.5 32164.6 1715.48 43872.4 52540.1 61584.6 43102 69354.2 41463.7 2021.18 132.97
internal_weight=0 3.6088e+06 16282 528 15754 13234 2520 925 136 89 789 574 60 297 98 12309 1985 1786 10324 941 329 9383 286 253 228 160 115 81 9336 7759
internal_count=4073804 3608805 16282 528 15754 13234 2520 925 136 89 789 574 60 297 98 12309 1985 1786 10324 941 329 9383 286 253 228 160 115 81 9336 7759
is_linear=0
shrinkage=0.1


Tree=4336
num_leaves=31
num_cat=0
split_feature=4 3 0 0 1 1 1 0 1 5 1 0 1 1 6 0 0 1 6 6 1 0 6 6 6 6 6 6 2 7
split_gain=3.61892e+11 2.18435e+12 4.85616e+12 1.70506e+13 1.13776e+13 2.4606e+13 4.50448e+13 3.56152e+13 3.34941e+13 4.79339e+13 3.47197e+13 4.32082e+13 2.63855e+13 2.6133e+13 2.47358e+13 2.79866e+13 3.54297e+13 1.73111e+13 1.4148e+13 1.35988e+13 3.40548e+13 2.68007e+13 2.7355e+13 3.22715e+13 2.18913e+13 2.11218e+13 1.27698e+13 1.22132e+13 1.05445e+13 1.57336e+13
threshold=3.5000000000000004 1.5000000000000002 55.418618900000006 55.79439725000001 38.011626600000007 37.586700500000006 37.503969450000007 55.520061350000013 37.488790500000007 2.5000000000000004 37.401708450000008 55.554045200000012 37.331232350000008 37.618684050000006 30.025000000000002 55.775215600000003 55.768246800000007 37.442254400000003 73.995000000000019 83.010000000000005 52.380799750000001 55.783232450000007 134.05000000000004 104.01000000000001 56.505000000000003 189.00000000000003 26.495000000000001 59.815000000000005 75.000000000000014 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 12 27 -4 -7 26 16 -16 -13 -14 24 21 22 23 -21 -6 -24 -15 -12 29 -5
right_child=-2 2 3 28 19 13 7 -9 9 -11 11 17 18 14 15 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=465.84681083262706 -7.3935771910608921 354.60310085842968 -7620.7455214329784 -41412.231896972662 -4793.2417198535386 93715.331435032902 -39317.328215680805 -175936.5221722147 16503.048350432982 179647.22676630435 -44249.810202752975 -57656.369122023811 46161.873054956901 -2729.9109030330883 13181.371482517025 -93075.679915364599 138864.03899456523 -176036.08661458336 -41660.944308035716 -19086.83677785773 104183.79828969594 77880.324522569455 79544.554632411862 -154280.51402853263 -19111.109918259939 -36815.249399038461 -87087.912248149674 63599.955059523811 -16.474042941350074 36983.743115234378
leaf_weight=103034 3837650 78729 1140 128 4243 38 112 23 83 23 21 21 145 34 904 24 23 30 21 76 37 36 39 23 1427 26 38 21 45623 32
leaf_count=103034 3837650 78729 1140 128 4243 38 112 23 83 23 21 21 145 34 904 24 23 30 21 76 37 36 39 23 1427 26 38 21 45623 32
internal_value=0 120.15 -147.417 -874.072 -4957.34 419.115 -7257.93 -62593.2 -2294.31 51902.3 -6400.69 -65435.6 -2196.83 12285.6 9260.86 13539.4 16299.7 -127291 35051.8 -7415.74 16052.7 -251.593 -17402.5 -50495.5 -8396.7 33000.6 -47252.2 9675.07 -106.347 -25733
internal_weight=0 236154 133120 54391 8608 2701 1640 135 1505 106 1399 93 1306 1061 1023 951 927 51 166 5907 237 200 164 99 5670 65 72 42 45783 160
internal_count=4073804 236154 133120 54391 8608 2701 1640 135 1505 106 1399 93 1306 1061 1023 951 927 51 166 5907 237 200 164 99 5670 65 72 42 45783 160
is_linear=0
shrinkage=0.1


Tree=4337
num_leaves=31
num_cat=0
split_feature=0 6 4 4 1 6 0 3 6 6 7 1 3 4 2 0 4 4 7 6 1 5 0 1 4 6 3 3 4 4
split_gain=3.4018e+11 3.21453e+12 7.48739e+12 1.5838e+13 4.11417e+13 2.69359e+13 5.63188e+13 3.89672e+13 2.25528e+13 1.96436e+13 1.61538e+13 1.70119e+13 1.6038e+13 1.28487e+13 2.38148e+13 2.05958e+13 1.71509e+13 1.77615e+13 4.5406e+13 2.62711e+13 3.68323e+13 3.65157e+13 2.23708e+13 1.68681e+13 1.9768e+13 1.90376e+13 1.58263e+13 1.56003e+13 1.69398e+13 3.25446e+13
threshold=60.002985000000002 80.030000000000015 15.500000000000002 17.500000000000004 30.303340300000002 92.02500000000002 60.042359000000012 10.500000000000002 99.050000000000011 128.05000000000004 6.0000000000000009 30.277905650000005 7.5000000000000009 8.5000000000000018 3338.0000000000005 60.064438250000002 10.500000000000002 12.500000000000002 6.0000000000000009 105.00500000000001 30.242318500000007 3.5000000000000004 60.028671700000011 30.389265100000003 9.5000000000000018 92.02500000000002 9.5000000000000018 4.5000000000000009 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 13 4 10 6 7 12 -7 -10 -4 -12 -6 14 27 16 23 -18 19 20 -19 22 -22 -15 25 -25 -20 28 29 -3
right_child=1 2 3 -5 5 8 -8 -9 9 -11 11 -13 -14 15 -16 -17 17 18 26 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.8113623543287787 1.8895723602987902 7466.9849702194952 5771.1927247231943 1791.3802227424269 117242.29745871805 -26912.036191406252 12564.610591008113 35642.996739038928 50442.400261374081 -30882.531368215459 -16951.490178125001 -105855.94296875001 217577.50721726191 -16195.638341691096 -3745.9163457758914 3289.6723376751816 5338.5670579651969 -62546.365701219511 -85722.756198408024 -45744.262618670888 99874.271509716185 -56170.405885416665 16360.78721064815 -58312.715964033028 -17390.326680338545 -170818.44880952383 -13188.606567818781 31230.886590956514 42276.924760088586 -67296.912015721056
leaf_weight=3915450 144082 1279 429 5552 66 100 156 58 136 38 125 26 21 637 2154 1659 731 41 106 79 79 30 54 53 75 21 42 337 127 61
leaf_count=3915450 144082 1279 429 5552 66 100 156 58 136 38 125 26 21 637 2154 1659 731 41 106 79 79 30 54 53 75 21 42 337 127 61
internal_value=0 143.691 1575.24 4007.8 14662 33617.3 54267.4 99133.9 10932.2 32681.8 -4129.91 -32259.5 141461 -581.422 3352.81 -4898.5 -11871.9 -4154.73 -20255.9 3216.4 22176.7 43487.3 65966.5 -23280.7 -53570.7 -90240 -65138.7 11828.8 7371.73 4063.55
internal_weight=0 158354 14272 6707 1155 575 301 145 274 174 580 151 87 7565 3958 3607 1948 1162 431 283 204 163 133 786 149 74 148 1804 1467 1340
internal_count=4073804 158354 14272 6707 1155 575 301 145 274 174 580 151 87 7565 3958 3607 1948 1162 431 283 204 163 133 786 149 74 148 1804 1467 1340
is_linear=0
shrinkage=0.1


Tree=4338
num_leaves=31
num_cat=0
split_feature=0 6 6 7 1 6 3 4 3 4 1 6 3 1 0 0 0 7 3 4 6 1 4 0 0 0 4 4 0 1
split_gain=3.444e+11 4.97524e+12 1.01314e+13 1.55862e+13 8.36344e+12 2.05048e+13 7.63536e+12 7.61502e+12 1.11353e+13 1.04456e+13 1.12676e+13 7.44357e+12 7.22212e+12 7.07174e+12 1.91064e+13 2.08085e+13 1.73433e+13 1.66629e+13 1.42705e+13 1.26941e+13 1.07993e+13 1.01487e+13 6.98239e+12 9.68713e+12 2.56213e+13 8.41331e+12 7.9946e+12 6.82605e+12 6.17181e+12 1.38173e+13
threshold=59.848366150000011 35.010000000000012 35.705000000000005 6.0000000000000009 30.277905650000005 34.605000000000011 12.500000000000002 20.500000000000004 15.500000000000002 23.500000000000004 30.242318500000007 33.005000000000003 11.500000000000002 30.345769800000003 59.882709350000006 59.864072000000007 59.898927250000007 6.0000000000000009 6.5000000000000009 24.500000000000004 33.005000000000003 30.315889700000003 5.5000000000000009 60.028671700000011 59.939085000000013 59.91832440000001 14.500000000000002 12.500000000000002 59.990753350000013 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -5 8 -2 10 -9 -11 -13 14 15 27 17 -16 20 -18 21 -17 23 24 25 -3 -24 -6 29 -15
right_child=1 2 -4 6 13 -7 -8 9 -10 11 -12 12 -14 28 16 18 19 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.0855784396697246 2504.8497861335272 28087.83973214286 -167.62059433038951 -5460.0707559605116 -11050.817870747451 13187.908804671319 -15556.645476231966 -12672.729040645696 24047.866456646901 3001.2062206890796 -72890.091475183828 794.27250748029041 -17536.822117202544 9650.1399348025861 83606.165404211963 -35776.3978484123 -3376.7194114338927 8410.2519602705797 -110997.05645228794 9156.7812130121729 12352.912620192308 -109475.16189630682 -7554.3331853235977 4658.2191710415273 108001.54858940974 -49433.186086309528 4400.5920823225078 27342.846435546875 -449.43980243342924 1033.5007462016886
leaf_weight=3711410 6588 42 301912 2245 423 1735 1124 361 249 1912 34 438 422 2160 46 124 6078 82 28 932 39 22 983 302 36 21 1298 52 19262 13444
leaf_count=3711410 6588 42 301912 2245 423 1735 1124 361 249 1912 34 438 422 2160 46 124 6078 82 28 932 39 22 983 302 36 21 1298 52 19262 13444
internal_value=0 -93.0487 -248.821 -4300.29 788.29 3152.18 -8828.59 1411.68 3289.44 -2642.08 -17856 -474.149 -8200.75 138.292 -2578.28 -18493.5 -1044.28 35433.8 -44464.2 -1710.35 -34394.4 -46881.7 1387.95 13557.2 40703.5 2247.5 -751.399 -6847.72 748.052 2226.27
internal_weight=0 362394 307963 6051 54431 11739 3369 10004 6837 3167 395 2772 860 42692 7826 688 7138 128 213 7010 185 146 2682 401 99 63 2281 475 34866 15604
internal_count=4073804 362394 307963 6051 54431 11739 3369 10004 6837 3167 395 2772 860 42692 7826 688 7138 128 213 7010 185 146 2682 401 99 63 2281 475 34866 15604
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=31
num_cat=0
split_feature=0 0 5 6 6 4 3 3 6 6 6 1 3 6 3 6 6 6 6 4 1 3 6 6 4 7 4 4 1 1
split_gain=3.70374e+11 3.2153e+12 5.17335e+12 6.05427e+12 3.33025e+13 2.64135e+13 1.08978e+13 6.0237e+12 1.04044e+13 1.26824e+13 1.03643e+13 1.02876e+13 8.66245e+12 7.39124e+12 7.2667e+12 8.68572e+12 7.9862e+12 9.44865e+12 7.83413e+12 7.23621e+12 5.93224e+12 1.40587e+13 1.18132e+13 6.70772e+12 7.60627e+12 6.46563e+12 1.03706e+13 9.46295e+12 1.27229e+13 7.86014e+12
threshold=60.753246850000004 60.064438250000002 4.5000000000000009 108.05000000000001 110.01500000000001 15.500000000000002 4.5000000000000009 12.500000000000002 96.050000000000011 88.00500000000001 104.01000000000001 30.315889700000003 19.500000000000004 32.515000000000008 20.500000000000004 59.245000000000012 64.805000000000021 71.030000000000015 80.720000000000013 8.5000000000000018 30.205407000000005 10.500000000000002 66.990000000000023 33.805000000000007 3.5000000000000004 6.0000000000000009 4.5000000000000009 11.500000000000002 30.425503950000003 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 9 11 20 14 -11 -13 16 -16 -9 -18 -19 -12 21 23 -23 -3 -25 26 29 28 -27 -22
right_child=-2 2 -4 4 5 -7 -8 8 -10 12 19 13 -14 -15 15 -17 17 18 -20 -21 25 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=2.0854699643704566 253.84402449270161 -9353.7411209539114 -42227.726215977826 132318.56015624999 50780.274137369794 -75941.703699448539 -32920.068749999999 13231.129955985916 67643.236702473965 -96035.822531960235 -95942.798750000016 28428.841071834118 -8264.7398267663048 -1333.0253714047267 11348.12648577009 -27580.785356385029 87940.073002355246 3993.4408313679251 77445.466220703136 -10876.865859375001 9939.3818252657675 -17509.229363082628 -103368.82595880683 -9028.4298100956148 4320.9004151363069 -22668.923131769356 -7967.4831710508188 6303.0399439053999 10509.511056271116 -5037.7555658062984
leaf_weight=4001071 56679 529 31 22 60 34 21 355 24 22 20 86 23 2808 196 81 34 53 20 20 648 59 22 488 3405 308 4569 1168 185 763
leaf_count=4001071 56679 529 31 22 60 34 21 355 24 22 20 86 23 2808 196 81 34 53 20 20 648 59 22 488 3405 308 4569 1168 185 763
internal_value=0 -3.58157 -1415.95 -1336.99 19594.8 -1969.76 29080.2 -1517.51 2015.15 1586.9 -2590.88 2240.44 -51175 -448.602 12771 -35.4181 20449.3 44397.4 24117.3 -53409.8 -2423.49 455.586 -40829.1 1211.82 2647.52 -4120.19 -5653.26 1399.27 -10218.6 1840.48
internal_weight=0 4.01712e+06 16054 16023 137 115 81 15886 3702 3678 12184 3633 45 2894 739 277 462 107 73 40 12144 4503 81 4422 3893 7641 5980 1661 493 1411
internal_count=4073804 4017125 16054 16023 137 115 81 15886 3702 3678 12184 3633 45 2894 739 277 462 107 73 40 12144 4503 81 4422 3893 7641 5980 1661 493 1411
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=31
num_cat=0
split_feature=2 2 6 0 6 6 4 4 3 6 4 5 4 0 7 6 0 6 4 6 6 6 5 6 6 4 6 4 6 3
split_gain=3.43695e+11 3.47741e+12 4.89396e+12 4.1152e+12 4.31488e+12 7.98426e+12 4.98856e+12 1.66941e+13 5.6297e+12 4.47447e+12 6.39243e+12 1.09937e+13 7.06203e+12 6.61196e+12 3.95694e+12 5.99243e+12 4.25472e+12 4.2686e+12 4.31369e+12 3.99365e+12 3.42305e+12 3.23979e+12 3.57887e+12 3.20289e+12 5.40936e+12 3.08449e+12 3.76239e+12 3.02081e+12 2.70096e+12 2.61966e+12
threshold=10180.500000000002 10876.500000000002 38.205000000000005 56.520242650000007 83.820000000000007 81.705000000000013 14.500000000000002 11.500000000000002 13.500000000000002 89.00500000000001 6.5000000000000009 3.5000000000000004 4.5000000000000009 56.385857200000011 6.0000000000000009 75.010000000000005 47.319699650000011 68.00500000000001 9.5000000000000018 57.995000000000012 72.50500000000001 89.00500000000001 2.5000000000000004 122.65000000000002 106.49500000000002 9.5000000000000018 59.815000000000005 3.5000000000000004 97.020000000000024 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 -2 4 5 14 7 9 28 -6 12 13 -11 -12 16 -16 17 18 -4 -20 25 22 -5 24 -14 27 -27 -18 -8 -19
right_child=1 -3 3 21 6 -7 8 -9 -10 10 11 -13 23 -15 15 -17 20 29 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.5528792411754262 -4201.9504923830273 -37.15633672582662 -1649.007168174652 -11701.397480248059 42629.519871093755 -42554.147455357146 3996.1757910156252 101353.77250781251 35051.489127669796 -24894.070448369566 -15476.497643694198 -61386.897602370685 25687.215342881944 50387.024768518517 10841.659776728986 54345.879921874999 -17964.830176925661 -1687.1976729543585 5503.26819911859 56100.015144230776 29469.742821557971 -43443.548851376487 10956.989452063521 11829.434481534092 86237.531812500005 6683.9455315978748 -15051.226021355244 13887.70120138008 -31907.769069602273 -29669.435841049384
leaf_weight=4042576 683 27848 498 177 50 35 40 25 31 23 35 29 36 27 332 35 32 57 39 26 69 21 115 33 25 233 121 428 44 81
leaf_count=4042576 683 27848 498 177 50 35 40 25 31 23 35 29 36 27 332 35 32 57 39 26 69 21 115 33 25 233 121 428 44 81
internal_value=0 330.479 3359.44 5274.33 6689.71 4785.2 16193.1 23329.9 -1369.55 15769.4 9312.68 -10565.4 24773.4 13206 5634.44 14990.6 3466.71 -2350.03 1513.36 25742 8084.52 -5506.1 -2777.72 36926.1 50502.9 6271.77 -745.308 11671.9 -14810.7 -18111.6
internal_weight=0 31228 3380 2697 2384 1986 398 283 115 258 208 91 117 62 1951 367 1584 701 563 65 883 313 292 94 61 814 354 460 84 138
internal_count=4073804 31228 3380 2697 2384 1986 398 283 115 258 208 91 117 62 1951 367 1584 701 563 65 883 313 292 94 61 814 354 460 84 138
is_linear=0
shrinkage=0.1


Tree=4341
num_leaves=31
num_cat=0
split_feature=0 6 5 2 4 6 6 1 3 1 1 4 6 3 1 6 5 6 4 4 5 3 3 6 4 0 4 3 1 6
split_gain=3.44047e+11 2.79901e+12 6.3834e+12 8.19383e+12 1.8673e+13 1.80418e+13 1.17155e+13 9.62802e+12 8.84784e+12 1.70097e+13 2.62488e+13 8.42706e+12 1.13844e+13 9.7723e+12 1.3498e+13 1.03124e+13 1.02787e+13 1.22596e+13 1.15784e+13 7.20949e+12 6.872e+12 6.63316e+12 8.83033e+12 6.8584e+12 5.82885e+12 1.66413e+13 7.36105e+12 5.18159e+12 4.58261e+12 4.31026e+12
threshold=60.002985000000002 130.05000000000004 5.5000000000000009 6082.0000000000009 5.5000000000000009 156.15000000000003 168.45000000000002 30.260128500000004 8.5000000000000018 50.815483650000004 30.323041000000003 15.500000000000002 134.05000000000004 3.5000000000000004 30.330566300000005 142.05000000000004 3.5000000000000004 138.05000000000004 11.500000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 247.90000000000001 4.5000000000000009 60.042359000000012 18.500000000000004 6.5000000000000009 53.252814850000007 138.05000000000004
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 6 21 -6 7 24 9 10 19 13 -13 14 29 -16 17 -15 27 -8 -14 22 -5 -23 -3 26 -26 -18 -17 -9
right_child=1 2 -4 4 5 -7 8 11 -10 -11 -12 12 20 16 15 28 18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.844298669490926 110.72119873366483 27676.038290334302 44530.183085937504 29433.888968599764 -110606.17846827651 -381.89124213324658 27387.78125 66444.59770220588 25977.20809294872 15104.636770341982 -147914.14232336957 54799.080454101568 -48290.284755608976 70775.691372282614 -64012.715364583339 47394.989687499998 68916.109344951925 -24331.083238636365 136327.58477050782 -48700.576207386366 4961.9613218307495 80302.697619047627 -50823.322467672413 -516.90580357142858 -12311.255782710281 -99018.289044189456 48967.22565104167 13516.666546875 -20300.020478515624 22729.109012068566
leaf_weight=3915450 157338 43 40 26 33 27 20 34 39 53 23 30 39 23 30 20 52 33 20 33 64 21 29 21 107 20 24 25 20 67
leaf_count=3915450 157338 43 40 26 33 27 20 34 39 53 23 30 39 23 30 20 52 33 20 33 64 21 29 21 107 20 24 25 20 67
internal_value=0 144.506 5376.38 3771.72 -17155.5 -61005.2 7783.4 13859.2 -15760.3 -28378.6 -58702.5 21782.8 588.096 30483 14055.5 -19692.6 48843.3 14730.6 68537.2 -19988 -15201.5 9968.11 -12883.5 39892.9 -4806.12 -14056 -1084.66 50929.3 13547.5 37445.2
internal_weight=0 158354 1016 976 157 60 819 651 168 129 76 457 133 324 171 70 153 56 97 53 103 97 55 42 194 151 131 77 40 101
internal_count=4073804 158354 1016 976 157 60 819 651 168 129 76 457 133 324 171 70 153 56 97 53 103 97 55 42 194 151 131 77 40 101
is_linear=0
shrinkage=0.1


Tree=4342
num_leaves=31
num_cat=0
split_feature=6 1 1 5 0 0 1 3 1 0 4 0 0 3 5 2 3 0 4 0 0 4 7 0 0 5 5 1 4 1
split_gain=3.49959e+11 8.77252e+11 3.90807e+12 3.81952e+12 1.10087e+12 5.69276e+12 4.42437e+12 7.80037e+12 9.10716e+12 1.56993e+12 2.22135e+12 1.92181e+12 2.96777e+12 3.98693e+12 2.37483e+12 1.5294e+12 1.50927e+12 2.33195e+12 8.36432e+12 7.5518e+12 5.52183e+12 3.01952e+12 3.44783e+12 5.66943e+12 3.95991e+12 8.35692e+12 6.00959e+12 5.5898e+12 4.77325e+12 2.11031e+12
threshold=247.90000000000001 30.205407000000005 30.277905650000005 2.5000000000000004 59.91832440000001 59.848366150000011 59.999510900000011 5.5000000000000009 30.410676000000006 58.08467765000001 24.500000000000004 57.670849000000011 57.205086850000008 2.5000000000000004 2.5000000000000004 3338.0000000000005 1.5000000000000002 55.910578700000009 4.5000000000000009 55.418618900000006 55.749683450000006 5.5000000000000009 6.0000000000000009 54.86311005000001 52.02416370000001 4.5000000000000009 2.5000000000000004 42.186961750000002 2.5000000000000004 107.59716050000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 8 -6 10 11 12 16 -14 -13 -11 17 19 -19 21 -21 22 23 24 25 26 -4 -28 -26 -18
right_child=1 2 4 -5 6 -7 -8 -9 -10 15 -12 14 13 -15 -16 -17 29 18 -20 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.82087680851495992 -11385.69520474138 -41172.233877840918 -29045.514273957288 41398.011538461542 87115.798812500012 -49980.143465909088 -17240.712832919035 -21846.488760080647 13436.887894454658 1181.9537819602272 -27755.508128978589 750.61279871323541 51509.311545138888 -6586.9913736979179 -39397.529306030279 38469.484559215198 2362.6367742182424 13360.87964527027 -53435.559233655433 74866.197581845248 3176.8105823863639 14620.217040127842 23192.545012019233 -61200.574088541667 -15284.102887834822 -70955.425187500005 49001.126504629632 -13235.990524193548 44218.807162710342 -23105.542175662878
leaf_weight=4070611 29 22 62 26 25 22 44 31 51 22 27 34 27 21 26 22 2309 37 38 21 22 55 26 24 28 25 27 31 26 33
leaf_count=4070611 29 22 62 26 25 22 44 31 51 22 27 34 27 21 26 22 2309 37 38 21 22 55 26 24 28 25 27 31 26 33
internal_value=0 1046.5 827.057 13566.6 1123.59 699.41 9452.61 20429.3 37673.4 1078.26 793.716 1062.11 1439.97 26092.2 -16646.9 19825.7 1011.86 -4493.06 -20482.6 -1037.1 38187.9 -6585.38 -11269.3 -15287.3 -9750.04 -18358.6 -7400.89 15736.5 13365.4 2003.78
internal_weight=0 3193 3138 55 3116 2965 151 107 76 2943 2899 2872 2812 48 60 44 2764 422 75 347 43 304 249 223 199 145 120 58 54 2342
internal_count=4073804 3193 3138 55 3116 2965 151 107 76 2943 2899 2872 2812 48 60 44 2764 422 75 347 43 304 249 223 199 145 120 58 54 2342
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=31
num_cat=0
split_feature=5 6 4 1 4 0 0 0 1 0 0 3 0 0 1 4 0 4 4 4 6 6 3 7 3 0 1 4 6 4
split_gain=3.45257e+11 9.90085e+12 1.86945e+13 2.52679e+13 3.96102e+13 5.3888e+13 5.44357e+13 3.46299e+13 2.54078e+13 2.00638e+13 2.55757e+13 2.89904e+13 2.33031e+13 2.13719e+13 4.18678e+13 1.71684e+13 1.58868e+13 2.59401e+13 1.54871e+13 3.06243e+13 1.91625e+13 3.744e+13 1.77596e+13 1.6969e+13 2.17056e+13 2.27324e+13 4.53483e+13 1.51138e+13 1.74587e+13 1.50574e+13
threshold=2.5000000000000004 75.010000000000005 8.5000000000000018 30.205407000000005 9.5000000000000018 54.707511300000007 54.73499850000001 59.864072000000007 20.507515800000004 47.245981600000007 47.207933300000008 13.500000000000002 47.139841100000005 47.267650700000011 39.723160900000003 18.500000000000004 54.947759400000002 12.500000000000002 10.500000000000002 18.500000000000004 89.00500000000001 93.050000000000011 5.5000000000000009 6.0000000000000009 3.5000000000000004 47.22829500000001 39.718675700000013 21.500000000000004 81.705000000000013 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 29 4 5 8 -7 16 -4 10 12 18 -5 14 -11 -13 -6 -18 20 -20 22 -22 -12 24 -21 26 -26 -9 -29 -3
right_child=-2 2 3 9 7 6 -8 27 -10 13 11 15 -14 -15 -16 -17 17 -19 19 23 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=43.683198417124494 -52.001675098590184 -991.44503836038371 -44076.090168457034 580.58155414273233 579.37611185121636 11460.756638146415 -73115.903848758826 -51873.758459684344 -147315.31292372881 -88553.917667128175 -2913.7355029296878 36053.42018599077 -49911.993321692426 -2837.277642507031 30642.372004342586 -35378.413060669802 116334.44775094697 13136.053369665658 -1665.6323225728584 -9817.7280531939341 199956.13178267048 30491.784727478029 62731.69104779412 -798.69506091101698 55631.036938476565 46329.275925925933 244749.37559523812 -40168.947694359755 59279.785887096776 4908.5532316136569
leaf_weight=3030507 972096 9498 40 14079 519 197 124 173 59 79 80 44 92 37164 47 143 33 93 356 34 22 32 85 59 32 81 21 41 31 7943
leaf_count=3030507 972096 9498 40 14079 519 197 124 173 59 79 80 44 92 37164 47 143 33 93 356 34 22 32 85 59 32 81 21 41 31 7943
internal_value=0 16.2977 -1149.3 -2072.24 -15790.3 -41103 -21210.6 -3844.98 -105602 -1729.61 1337.86 16885.6 252.777 -2976.67 -44091.8 -18570.9 8312.23 40164.2 25152.8 16635.9 47825.9 99532.8 30903.6 45337.8 61540.5 79646.3 130565 -35850.7 2649.26 1695.54
internal_weight=0 3.10171e+06 71201 53760 1310 420 321 890 99 52450 15160 989 14171 37290 126 187 645 126 802 583 219 54 165 227 168 134 53 245 72 17441
internal_count=4073804 3101708 71201 53760 1310 420 321 890 99 52450 15160 989 14171 37290 126 187 645 126 802 583 219 54 165 227 168 134 53 245 72 17441
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=31
num_cat=0
split_feature=6 2 0 5 6 4 6 0 1 1 4 6 0 1 6 4 4 4 0 6 4 1 1 6 6 4 4 0 1 1
split_gain=3.5402e+11 2.52379e+12 7.4019e+12 2.04083e+13 1.33874e+13 1.32795e+13 1.16512e+13 1.08584e+13 1.0562e+13 1.38761e+13 9.87687e+12 3.90959e+13 9.16478e+12 1.07344e+13 9.90141e+12 9.18403e+12 9.00912e+12 2.56515e+13 1.5573e+13 1.52328e+13 1.08218e+13 8.61816e+12 8.60173e+12 1.69395e+13 2.04406e+13 9.23303e+12 1.14677e+13 1.05822e+13 1.25815e+13 3.01019e+13
threshold=55.015000000000008 6680.0000000000009 55.111813300000001 2.5000000000000004 90.045000000000016 12.500000000000002 88.825000000000003 55.418618900000006 82.93515810000001 82.886781200000016 5.5000000000000009 89.00500000000001 61.78914120000001 82.92647190000001 72.020000000000024 14.500000000000002 6.5000000000000009 8.5000000000000018 58.08467765000001 156.15000000000003 3.5000000000000004 28.601854300000003 33.882313700000005 63.705000000000005 89.00500000000001 19.500000000000004 17.500000000000004 61.78914120000001 82.901648750000021 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 8 9 -6 -8 -12 13 14 -7 -15 18 -18 19 20 -9 -5 23 -4 -25 26 27 28 29 -24
right_child=1 2 3 4 7 12 10 16 -10 -11 11 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-23.899564972491955 107.60743800128887 -84.106126352118508 -5048.2684539368101 11689.409305874657 -83037.180742536279 487.36880240858648 7549.2701742788458 67465.515901227685 -64679.650170454552 -8564.3141458194823 171734.8273809524 -3862.9827758789065 32307.680468750001 27740.657344220632 -34563.96356711648 -7816.4927257839345 -72134.752911931821 -6233.1198557572015 -4761.9892036622787 111600.76539062499 4023.8184578731143 1218.1914902798853 -8175.8773442945894 -39109.178394070994 60433.327450284094 -36643.762208623477 7389.8070916962206 1271.5399929100697 -14676.727801632143 34122.964396823183
leaf_weight=2458121 1219422 376589 572 856 28 114 65 35 55 235 21 32 51 83 275 582 66 562 578 20 116 9611 1188 331 22 92 684 1270 1932 196
leaf_count=2458121 1219422 376589 572 856 28 114 65 35 55 235 21 32 51 83 275 582 66 562 578 20 116 9611 1188 331 22 92 684 1270 1932 196
internal_value=0 36.3611 -182.887 -2073.88 133.569 1337.82 2426.8 -8171.86 -24827.2 -16493 33673.9 65713.5 -9093.72 -11097 -24291.9 -3378.53 -4325.54 -13159.1 3080.96 29591.1 18728.8 2074.54 -6773.54 -15679.2 -32905.4 -5237.23 -4688.96 -6490.5 -9463.29 -2185.58
internal_weight=0 1.61568e+06 396261 19672 13385 11690 10585 1695 318 263 118 53 1105 1054 389 665 1377 628 749 171 151 10467 6287 925 353 5362 5270 4586 3316 1384
internal_count=4073804 1615683 396261 19672 13385 11690 10585 1695 318 263 118 53 1105 1054 389 665 1377 628 749 171 151 10467 6287 925 353 5362 5270 4586 3316 1384
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=31
num_cat=0
split_feature=2 7 4 0 0 1 1 1 6 3 5 6 6 5 6 3 0 6 1 6 1 0 4 1 0 1 4 6 6 3
split_gain=3.86536e+11 2.2742e+12 5.49939e+12 1.45986e+13 1.19282e+13 2.53432e+13 2.41841e+13 2.20878e+13 1.81395e+13 1.75206e+13 5.14973e+13 7.54353e+13 1.78293e+13 1.62476e+13 1.55605e+13 2.1655e+13 1.43663e+13 4.87856e+13 1.28516e+13 2.20734e+13 2.05808e+13 2.40756e+13 2.88112e+13 1.72488e+13 3.47548e+13 3.13405e+13 2.45864e+13 2.06772e+13 2.03671e+13 1.96129e+13
threshold=3338.0000000000005 6.0000000000000009 19.500000000000004 50.556058150000005 56.818587550000011 82.92647190000001 82.911604200000014 65.593879100000024 74.015000000000015 4.5000000000000009 3.5000000000000004 120.05000000000001 66.50500000000001 2.5000000000000004 94.02500000000002 14.500000000000002 55.026775150000006 60.910000000000004 60.590708550000009 63.415000000000006 60.571186450000006 56.802121050000004 25.500000000000004 60.620042600000012 56.802121050000004 60.636764050000004 29.500000000000004 79.710000000000022 98.020000000000024 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 18 9 -9 10 11 12 -6 14 -11 -16 -8 -18 19 -5 -21 -22 -23 28 -25 -26 27 -27 -20 -30
right_child=1 -3 3 4 7 -7 16 8 -10 13 -12 -13 -14 -15 15 -17 17 -19 23 20 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-25.64225560649086 -2.7936586942834225 209.06846847546512 17204.349659876905 -4681.8294652500672 -931.94313612699136 485.86938917481223 -16863.612667230005 -8516.9864593964776 -50579.741799566313 2367.4153704210853 113117.97053013393 -189296.33624320652 -24508.46491753032 12634.864806680016 -102053.84829963236 11661.702166193183 -27196.504835215339 -180864.52549999999 5466.3628341042404 -14609.696039615697 27688.344898817275 -76310.990167410724 31305.273653017241 -1255.9548183049649 -9617.6010155533568 -41698.859466717695 60391.721605282743 -115909.4234738372 144938.5 28096.186017922795
leaf_weight=2406287 1105872 525889 423 2368 1254 11948 386 532 127 7318 35 23 431 1754 34 33 119 25 941 865 36 175 29 5583 886 296 21 43 20 51
leaf_count=2406287 1105872 525889 423 2368 1254 11948 386 532 127 7318 35 23 431 1754 34 33 119 25 941 865 36 175 29 5583 886 296 21 43 20 51
internal_value=0 37.0027 -42.2591 -1262.86 -1483.94 -2763.63 -6041.67 1154.16 -16623.2 2230.73 -6957.25 -9417.81 -6962.5 3983.07 1928.2 -46044.7 -26919.5 -53875 -5063.65 -10127.8 -21798.4 -47707.5 -61012.6 -2820.61 -4626.14 -19727.1 -44607.6 -51112 9363.16 61009.5
internal_weight=0 1.66752e+06 1.14163e+06 35756 35333 23792 11844 11541 659 10882 1743 1708 1685 9139 7385 67 530 144 11314 3473 1105 240 204 7841 6829 1246 360 339 1012 71
internal_count=4073804 1667517 1141628 35756 35333 23792 11844 11541 659 10882 1743 1708 1685 9139 7385 67 530 144 11314 3473 1105 240 204 7841 6829 1246 360 339 1012 71
is_linear=0
shrinkage=0.1


Tree=4346
num_leaves=31
num_cat=0
split_feature=0 0 1 6 5 6 1 4 3 6 1 4 6 6 5 4 0 0 6 6 0 4 6 0 1 4 6 1 6 4
split_gain=3.72771e+11 2.81113e+12 1.37207e+13 1.74617e+13 1.58386e+13 1.56688e+13 1.43454e+13 2.16778e+13 1.33809e+13 1.18982e+13 1.06577e+13 1.973e+13 1.51254e+13 1.28145e+13 1.26775e+13 1.16193e+13 4.6865e+13 2.33992e+13 1.77351e+13 1.28342e+13 1.54439e+13 1.02102e+13 1.07179e+13 9.70417e+12 3.30344e+13 3.9168e+13 2.37561e+13 1.93428e+13 1.56885e+13 1.83683e+13
threshold=56.067362750000008 56.288960650000007 47.386825600000002 128.05000000000004 2.5000000000000004 41.990000000000002 36.865631950000008 6.5000000000000009 18.500000000000004 67.00500000000001 47.256487700000001 11.500000000000002 149.05000000000004 189.00000000000003 4.5000000000000009 6.5000000000000009 56.115175650000005 56.128722100000005 91.02500000000002 51.405000000000008 56.128722100000005 7.5000000000000009 60.305000000000007 56.128722100000005 43.56803845000001 9.5000000000000018 64.805000000000021 43.80299105000001 105.00500000000001 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 6 4 5 -4 7 -2 10 -7 23 12 14 -14 15 17 -17 -12 -19 -18 21 -21 -23 24 -8 28 -27 -25 -26 -30
right_child=1 -3 3 -5 -6 9 8 -9 -10 -11 11 -13 13 -15 -16 16 19 18 -20 20 -22 22 -24 27 25 26 -28 -29 29 -31
leaf_value=-18.569609419882724 -17939.695084544361 -2.8662993189360475 299.37794812573367 -43539.41064453125 2918.5323354433262 -4586.9670830242248 3876.702401264477 33880.838786701577 -11022.852426445965 -21832.812088247447 6382.4888226699686 -2202.4045231536338 -78330.459179687503 7052.6949462890625 67427.48922334559 3458.5727009469811 14465.748947335847 -9799.9547459193636 -89297.675107758623 93782.614022163732 22005.463871044445 61448.29667328381 16518.058994699033 -1683.231641679198 339.31708664888447 -9987.9955137117977 -31573.806318725969 2755.7474625479822 5491.5651367187502 -110107.58709542413
leaf_weight=2958794 715 1006471 9593 98 6826 10433 6687 91 869 416 2577 3861 39 32 34 4994 1103 868 29 46 614 122 94 13382 5054 2419 646 36842 27 28
leaf_count=2958794 715 1006471 9593 98 6826 10433 6687 91 869 416 2577 3861 39 32 34 4994 1103 868 29 46 614 122 94 13382 5054 2419 646 36842 27 28
internal_value=0 49.2764 532.79 -1403.61 -1252.18 -2644.87 1185.61 -12089 1318.74 -5248.25 1453.65 3914.11 6152.16 -39847.9 6463.77 6265.36 8619.33 1540.5 -12370.1 21642.5 30678.9 51005.3 41895.3 908.785 -1335.98 -5600.38 -14537.6 1573 -238.761 -53358.9
internal_weight=0 1.11501e+06 108539 27366 27268 20442 81173 806 80367 10849 79498 14413 10552 71 10481 10447 6973 3474 897 1979 876 262 216 65085 14861 8174 3065 50224 5109 55
internal_count=4073804 1115010 108539 27366 27268 20442 81173 806 80367 10849 79498 14413 10552 71 10481 10447 6973 3474 897 1979 876 262 216 65085 14861 8174 3065 50224 5109 55
is_linear=0
shrinkage=0.1


Tree=4347
num_leaves=31
num_cat=0
split_feature=1 6 6 6 4 1 6 5 0 6 0 1 6 4 4 2 6 3 6 3 6 6 4 7 4 7 5 0 6 4
split_gain=3.99894e+11 2.89197e+12 3.7598e+12 3.98826e+12 7.10792e+12 5.60964e+12 5.48106e+12 3.70558e+12 7.16139e+12 1.43968e+13 1.35898e+13 8.50711e+12 6.43638e+12 3.23234e+13 2.04798e+13 1.44777e+13 2.26821e+13 1.85573e+13 2.60295e+13 3.68148e+13 1.43776e+13 1.22752e+13 1.04572e+13 2.32301e+13 1.32593e+13 1.18464e+13 1.00603e+13 1.00261e+13 9.90999e+12 9.06757e+12
threshold=91.292296250000007 38.405000000000008 41.990000000000002 46.010000000000012 21.500000000000004 92.865667950000017 44.820000000000007 2.5000000000000004 56.105603650000006 56.205000000000005 61.78914120000001 92.865667950000017 74.015000000000015 9.5000000000000018 3.5000000000000004 9907.0000000000018 81.705000000000013 4.5000000000000009 75.010000000000005 5.5000000000000009 78.605000000000004 61.805000000000007 11.500000000000002 6.0000000000000009 13.500000000000002 6.0000000000000009 1.5000000000000002 56.041614100000011 79.710000000000022 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 -4 6 -6 8 12 -10 11 -11 21 14 -14 17 -17 26 19 -19 -20 29 23 -23 27 -26 -16 -24 -22 -5
right_child=1 2 3 7 5 -7 -8 -9 9 10 -12 -13 13 -15 15 16 -18 18 20 -21 28 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.9614798392154347 -690.11875133339186 2282.5922194208538 -1296.7029099932745 2123.6241224173955 7625.8568306745892 18358.10554447745 -26792.507855224612 -116.74316247369673 1544.0543820087223 13298.828693433077 2251.4917648124219 -16120.21076433306 52104.190035207648 9255.6698284421327 46506.782906250002 30756.522427624855 -39635.86279296875 -187132.58916666667 7426.4463749326505 -24556.091646634617 -87408.006500000003 16144.016335801507 -26008.558672667386 -6261.874990360725 -2034.043395457988 12885.643644235999 -20001.270793030755 46200.116815476191 -31052.231907708963 -2952.1615433911061
leaf_weight=3931467 30969 9708 20708 21564 167 334 64 41224 4513 106 798 1352 38 827 25 107 80 30 58 26 50 2034 228 599 1225 941 252 21 83 4206
leaf_count=3931467 30969 9708 20708 21564 167 334 64 41224 4513 106 798 1352 38 827 25 107 80 30 58 26 50 2034 228 599 1225 941 252 21 83 4206
internal_value=0 164.661 402.357 222.804 -994.769 10071.5 -1909.97 545.013 1241.6 -1716.63 -8239.43 -13981.4 1859.74 -4373.48 -19422 -23244.7 642.133 -31769.3 -51698.1 -111651 -34120.4 2178.5 6687.8 11046.7 1935.38 4447.69 -13998.7 -19918.7 -52238.6 1295.19
internal_weight=0 142337 111368 101660 21273 565 231 80387 39163 6769 2256 1458 32394 1576 749 711 187 524 247 56 191 30818 5048 2633 2415 2166 277 249 133 25770
internal_count=4073804 142337 111368 101660 21273 565 231 80387 39163 6769 2256 1458 32394 1576 749 711 187 524 247 56 191 30818 5048 2633 2415 2166 277 249 133 25770
is_linear=0
shrinkage=0.1


Tree=4348
num_leaves=31
num_cat=0
split_feature=4 1 6 5 4 3 3 6 6 0 3 4 4 6 5 7 2 2 4 6 6 6 6 3 6 3 3 0 3 3
split_gain=3.75899e+11 2.35952e+12 5.05579e+12 5.71e+12 8.10925e+12 1.10383e+13 3.22157e+13 7.39295e+12 8.9477e+12 6.68145e+12 5.95682e+12 8.25685e+12 4.59022e+12 4.30219e+12 5.3278e+12 3.97886e+12 7.14436e+12 4.6582e+12 1.27431e+13 3.93231e+12 4.12659e+12 3.76848e+12 3.72461e+12 4.38105e+12 4.19045e+12 5.2203e+12 4.03172e+12 3.43907e+12 5.6575e+12 4.87399e+12
threshold=9.5000000000000018 107.59716050000002 120.05000000000001 2.5000000000000004 14.500000000000002 10.500000000000002 8.5000000000000018 67.00500000000001 79.015000000000015 56.838524800000009 3.5000000000000004 11.500000000000002 15.500000000000002 73.995000000000019 3.5000000000000004 6.0000000000000009 9907.0000000000018 7912.5000000000009 15.500000000000002 99.050000000000011 86.920000000000016 114.05000000000001 89.00500000000001 10.500000000000002 102.04000000000001 6.5000000000000009 6.5000000000000009 52.07762420000001 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 15 7 6 19 -5 10 21 13 27 -7 -9 -15 -3 17 18 -17 20 -6 22 -10 24 26 -26 -24 28 29 -12
right_child=1 2 -4 4 5 12 -8 8 9 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-32.611984585644755 33.750673040978377 1394.838285376436 19486.247625506367 -25015.399040913755 -8075.8764485677084 -54180.190820312506 106115.79072779606 6363.7170191271553 -15429.374237831516 -46840.13016978871 -13870.419623104888 47341.161432291672 -4788.3391053185105 79240.322476562505 15174.883767361112 63391.014192708339 60.084206487899444 -26118.465816918619 -20062.874682934256 -28154.935317095591 35123.5490472561 -44687.968800403229 -7354.5266981336817 44909.220664062508 5874.082275390625 -40338.216128373577 25044.839797108212 8623.5554263930735 19770.260156250002 -56295.27128378379
leaf_weight=1892492 2175324 3162 108 278 48 22 38 58 380 55 101 30 130 25 27 24 665 223 77 34 41 31 90 20 44 55 67 83 35 37
leaf_count=1892492 2175324 3162 108 278 48 22 38 58 380 55 101 30 130 25 27 24 665 223 77 34 41 31 90 20 44 55 67 83 35 37
internal_value=0 28.2939 -1954.03 -2347.83 -7176.28 7390.12 25637 -10396.1 -6824.8 -13302.6 5312.97 -2293.32 -11937.2 25089.3 45975.6 -336.651 -5872.52 -18049 -232.248 773.623 11825 -10617.7 -9007.66 -166.163 -3687.68 -19799.4 6471.95 -8109.86 -16138 -25245.2
internal_weight=0 2.18131e+06 5988 5880 1729 313 161 1416 1138 742 396 286 152 110 52 4151 989 324 101 123 89 687 656 276 256 99 157 256 173 138
internal_count=4073804 2181312 5988 5880 1729 313 161 1416 1138 742 396 286 152 110 52 4151 989 324 101 123 89 687 656 276 256 99 157 256 173 138
is_linear=0
shrinkage=0.1


Tree=4349
num_leaves=31
num_cat=0
split_feature=2 2 6 6 4 6 4 7 6 6 6 4 1 3 4 0 3 4 6 2 3 6 6 4 5 3 0 6 6 6
split_gain=3.87645e+11 2.92932e+12 6.28064e+12 4.59098e+12 4.03302e+12 3.76585e+12 4.92168e+12 6.82635e+12 3.80628e+12 3.46029e+12 2.63938e+12 2.51058e+12 5.60059e+12 4.84346e+12 6.96702e+12 4.99918e+12 4.77839e+12 6.07935e+12 7.15791e+12 6.77081e+12 3.11915e+12 7.76845e+12 3.26048e+12 2.27425e+12 7.1005e+12 4.35927e+12 2.53518e+12 3.53411e+12 2.30543e+12 3.36923e+12
threshold=10180.500000000002 10391.500000000002 112.00500000000001 102.04000000000001 3.5000000000000004 38.205000000000005 12.500000000000002 6.0000000000000009 88.00500000000001 81.705000000000013 72.50500000000001 13.500000000000002 118.02765200000002 3.5000000000000004 14.500000000000002 44.601833250000006 5.5000000000000009 18.500000000000004 108.05000000000001 13505.500000000002 9.5000000000000018 69.605000000000004 68.515000000000015 11.500000000000002 3.5000000000000004 8.5000000000000018 43.687280500000007 64.405000000000015 49.485000000000007 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 3 4 -2 -6 7 8 9 10 -7 23 13 15 -15 -13 -16 18 19 -18 21 -14 -22 -3 25 26 27 -25 29 -28
right_child=1 11 -4 -5 5 6 -8 -9 -10 -11 -12 12 20 14 16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2.7111906501537328 -19122.81223606419 94.507773972071718 41882.056976744185 -42180.058953302563 -2962.0683122458577 6929.0705501150187 -3118.0212140037902 44779.38916015625 36934.558117145039 -27156.886049107143 26901.204128689238 -55192.435039062497 -4998.798095703125 54497.266040606832 40557.416933593748 8540.0869628906257 12162.682810162485 33602.643116670501 -54636.867223011366 -39749.848208512936 -9516.0880938986065 60350.05119977679 -51611.241431725546 31186.853536551342 46699.37890625 2953.3105275756839 -24107.768314302884 -13517.221082560221 -24866.887782993115 4074.4145287298388
leaf_weight=4042576 74 27826 43 22 476 817 336 56 46 28 72 20 136 43 50 32 188 68 22 29 92 21 23 28 25 250 78 48 186 93
leaf_count=4042576 74 27826 43 22 476 817 336 56 46 28 72 20 136 43 50 32 188 68 22 29 92 21 23 28 25 250 78 48 186 93
internal_value=0 350.973 4083.48 3240.03 3764.56 4689.56 7377.51 10838.3 8864.52 7456.43 8546.61 99.656 5915.01 12737.8 16470.2 -15972.4 11889.9 7220.87 -285.24 5225.06 -5422.88 3742.13 -17935.1 -47.8985 -5644.79 -7560.75 -13631.2 2952.7 -17161.7 -8780.62
internal_weight=0 31228 1970 1927 1905 1831 1355 1019 963 917 889 29258 724 452 400 52 357 307 239 217 272 157 115 28534 708 683 433 76 357 171
internal_count=4073804 31228 1970 1927 1905 1831 1355 1019 963 917 889 29258 724 452 400 52 357 307 239 217 272 157 115 28534 708 683 433 76 357 171
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=31
num_cat=0
split_feature=1 4 6 6 5 4 4 6 3 1 1 1 3 6 4 6 4 3 2 0 7 1 6 7 2 0 0 1 0 4
split_gain=3.72536e+11 2.8039e+12 2.89088e+12 6.76432e+12 8.3571e+12 1.17845e+13 3.27769e+13 1.08733e+13 6.97552e+12 7.00082e+12 5.58285e+12 6.77823e+12 9.24235e+12 7.91012e+12 8.86089e+12 5.24234e+12 1.33275e+13 2.19318e+13 7.90146e+12 7.44163e+12 5.84615e+12 6.10205e+12 5.15236e+12 7.82857e+12 6.40242e+12 5.69357e+12 5.16655e+12 5.10893e+12 1.18671e+13 1.28912e+13
threshold=91.292296250000007 26.500000000000004 86.920000000000016 83.010000000000005 2.5000000000000004 14.500000000000002 9.5000000000000018 85.020000000000024 18.500000000000004 92.865667950000017 103.8879505 107.59716050000002 2.5000000000000004 84.810000000000016 9.5000000000000018 87.395000000000024 16.500000000000004 7.5000000000000009 9907.0000000000018 56.006509350000009 6.0000000000000009 92.90968070000001 84.00500000000001 6.0000000000000009 5325.0000000000009 56.067362750000008 56.105603650000006 92.791023150000015 56.041614100000011 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 -2 5 6 7 -5 9 -6 22 12 -12 -14 -15 16 17 20 19 -19 21 -4 -11 24 25 -24 -25 28 29 -17
right_child=1 -3 15 4 8 -7 -8 -9 -10 10 11 -13 13 14 -16 27 -18 18 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-5.7539470837832738 146.36892493088652 -32063.465899884261 44818.241631457269 -41460.107851562498 1802.9429661113086 -38618.459785829742 108064.77291324013 37443.984349798389 34937.71329152961 -29788.828491210938 -24342.711340591759 -11191.366947669027 1095.9666015625 94774.994280133935 13703.175991586539 8269.9915531263941 -32995.893205378605 136496.06763392859 17855.456045386905 59397.689110540581 -26437.217986918607 3963.9841213650175 10811.815545220714 -74065.85889020648 -46652.800349672383 -22550.363911201584 -19802.965009973406 238.313346734079 -27264.088019860312 72639.9208984375
leaf_weight=3931467 132905 27 49 40 495 29 38 31 38 260 47 558 52 28 26 1121 52 21 21 31 43 144 183 28 31 71 47 5797 92 32
leaf_count=3931467 132905 27 49 40 495 29 38 31 38 260 47 558 52 28 26 1121 52 21 21 31 43 144 183 28 31 71 47 5797 92 32
internal_value=0 158.929 165.042 59.4616 -5709.98 18035.4 33108.4 -7009.03 -7467.95 -8350.43 -12126.5 -6078.65 12567.7 28933.7 55740.4 2089.07 13842.2 21724.3 69626.2 90533.6 6907.23 14336.3 -19062 -11314.8 -3750 1486.17 -40061.1 1486.56 7298.67 10056.5
internal_weight=0 142337 142310 134907 2002 138 109 71 1864 1826 1331 711 153 106 54 7403 361 309 73 52 236 193 620 360 285 254 75 7042 1245 1153
internal_count=4073804 142337 142310 134907 2002 138 109 71 1864 1826 1331 711 153 106 54 7403 361 309 73 52 236 193 620 360 285 254 75 7042 1245 1153
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 6 5 4 1 7 1 4 4 4 7 1 6 5 6 1 5 5 3 4 6 0 7 6 4
split_gain=3.71505e+11 1.21105e+13 8.35143e+12 9.99609e+12 2.39722e+13 1.38305e+13 1.34115e+13 1.13481e+13 1.05104e+13 3.75621e+13 2.42046e+13 2.15607e+13 2.0758e+13 2.12405e+13 3.64492e+13 1.64478e+13 1.64781e+13 1.53646e+13 1.27012e+13 1.19785e+13 1.19086e+13 1.16505e+13 1.15261e+13 1.82349e+13 1.07324e+13 9.8333e+12 1.05167e+13 9.63916e+12 9.606e+12 9.15199e+12
threshold=56.760749800000006 56.791379400000004 60.770858000000011 60.620042600000012 60.549354600000008 53.705000000000005 31.995000000000001 4.5000000000000009 6.5000000000000009 60.516422150000004 6.0000000000000009 60.516422150000004 10.500000000000002 16.500000000000004 15.500000000000002 6.0000000000000009 53.67029225000001 55.805000000000007 1.5000000000000002 138.05000000000004 59.317422600000008 2.5000000000000004 3.5000000000000004 11.500000000000002 2.5000000000000004 41.990000000000002 56.782540950000005 6.0000000000000009 78.010000000000005 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 6 -6 27 25 9 15 11 20 -12 14 -14 16 -8 18 -11 22 -10 -16 -13 -24 -18 26 -5 -2 -4 -19
right_child=1 -3 28 7 5 -7 8 -9 10 17 12 19 13 -15 21 -17 24 29 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-15.892007356329698 8580.9325422014499 -12.378001811566209 -1707.9433311270263 5174.6915222936477 -500.20553985076469 -10994.877374114672 -2739.8778208508211 71646.775015024046 -6417.663227667982 38295.275961282947 -3810.6671575832866 -4973.7991894374227 14629.199153269892 7327.279184101767 50947.054229246743 -5962.0806250081569 -36109.198306094906 63433.661598638042 -5159.5764293055381 -71157.263859953717 16626.072026813457 113809.75637765069 -1779.6300986842107 114332.24384300596 21101.84308314287 2905.3670361191253 18214.728805480841 -10884.023101453444 -36537.64340579186 15269.257750000002
leaf_weight=3190275 343 853235 3534 1509 3644 1916 544 26 303 147 965 4023 736 2066 187 898 34 187 124 27 863 35 38 21 921 5039 1048 985 81 50
leaf_count=3190275 343 853235 3534 1509 3644 1916 544 26 303 147 965 4023 736 2066 187 898 34 187 124 27 863 35 38 21 921 5039 1048 985 81 50
internal_value=0 57.3834 2022.22 2633.41 1409.25 -4116.71 3685.63 5694.12 4726.97 9975.15 3081.25 -1363.74 8959.24 13034.3 25341.9 4740.36 11151.8 34675.5 18411.9 -4769.41 10637.9 60857.8 -4330.29 39548.3 19065 5468.38 10519.2 -5856.55 -2488.36 53272.4
internal_weight=0 883529 30294 26679 19057 5560 13497 7622 12169 2905 9264 5275 3989 3024 958 2397 1499 508 271 4109 1166 222 4082 59 955 7596 2557 1328 3615 237
internal_count=4073804 883529 30294 26679 19057 5560 13497 7622 12169 2905 9264 5275 3989 3024 958 2397 1499 508 271 4109 1166 222 4082 59 955 7596 2557 1328 3615 237
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=31
num_cat=0
split_feature=2 1 1 4 0 4 4 0 4 4 0 3 7 6 4 0 4 6 0 4 0 4 4 7 6 3 4 6 0 0
split_gain=3.782e+11 8.47875e+12 1.20082e+13 1.22653e+13 1.272e+13 1.26722e+13 1.19777e+13 1.24684e+13 3.04855e+13 7.758e+13 8.76109e+13 6.08946e+13 2.51755e+13 2.08954e+13 2.55034e+13 1.63528e+13 1.54758e+13 4.40095e+13 1.48482e+13 1.249e+13 4.07769e+13 1.35671e+13 1.14767e+13 2.5345e+13 1.21201e+13 8.3484e+12 8.14312e+12 8.11105e+12 8.0891e+12 1.08754e+13
threshold=1250.5000000000002 53.252814850000007 53.187400150000009 5.5000000000000009 56.872182500000008 4.5000000000000009 27.500000000000004 56.858606850000008 12.500000000000002 14.500000000000002 56.872182500000008 6.5000000000000009 6.0000000000000009 57.410000000000004 20.500000000000004 56.850115550000005 11.500000000000002 79.710000000000022 56.872182500000008 24.500000000000004 56.850115550000005 20.500000000000004 16.500000000000004 6.0000000000000009 76.605000000000004 7.5000000000000009 17.500000000000004 108.05000000000001 56.385857200000011 56.041614100000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 16 10 11 -10 18 19 15 -15 -9 -18 26 21 -21 -5 23 24 28 -17 27 -11 29 -3
right_child=-2 22 3 6 -6 -7 -8 8 9 12 -12 -13 -14 14 -16 25 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=57.339988546954743 -14.080801718773589 11011.188674747173 -12681.576411213688 4930.9750651452705 -8625.8172323778399 4762.9358229887484 -47422.958085029073 7291.6894459647001 22129.307226562501 31475.269973954782 3389.166315252131 -173204.94559557951 -13064.103791513522 5892.9115010102796 70536.666800166786 19043.633041033463 -1415.3695591517858 161634.78456250002 -399.21485151811083 55927.410451061325 -45937.471750450139 53026.175433756522 -9515.7863275892687 13478.534051366189 -17910.252275966242 42777.558248683388 2130.0046517977148 97880.993593749998 -1472.0961232026855 -31952.532912762959
leaf_weight=687850 3356886 85 483 2611 1508 3021 43 2599 20 229 88 79 857 811 89 438 49 25 440 53 152 60 1914 1076 492 224 93 20 11317 192
leaf_count=687850 3356886 85 483 2611 1508 3021 43 2599 20 229 88 79 857 811 89 438 49 25 440 53 152 60 1914 1076 492 224 93 20 11317 192
internal_value=0 65.9317 116.334 3016.52 -946.549 2358.34 5228.42 5481.75 1772 -8187.51 -69210.5 -133743 -1225.16 9242.5 18553.3 15412.4 8575.61 53669.1 11749.2 4185.68 -19601.7 6011.36 -2280.5 -1228.35 -2537.69 27074.4 27378.8 36809.1 -1885.34 -18768.7
internal_weight=0 716918 701842 13992 5012 3504 8980 8937 4499 1826 187 99 1639 4438 1562 1473 2673 74 782 2876 205 2671 15076 13162 12086 662 342 249 11594 277
internal_count=4073804 716918 701842 13992 5012 3504 8980 8937 4499 1826 187 99 1639 4438 1562 1473 2673 74 782 2876 205 2671 15076 13162 12086 662 342 249 11594 277
is_linear=0
shrinkage=0.1


Tree=4353
num_leaves=31
num_cat=0
split_feature=5 6 4 0 0 1 4 6 0 0 6 4 1 0 4 1 3 1 0 0 0 4 1 4 2 1 6 0 3 4
split_gain=3.6528e+11 7.91157e+12 1.54534e+13 2.07968e+13 2.53773e+13 1.90112e+13 1.96686e+13 1.78878e+13 2.16651e+13 2.05746e+13 5.62414e+13 2.61702e+13 3.74934e+13 2.00547e+13 6.72209e+13 2.00683e+13 2.24815e+13 1.80506e+13 1.71047e+13 2.45074e+13 1.9652e+13 4.43237e+13 1.57204e+13 1.55431e+13 2.40016e+13 1.50376e+13 3.15112e+13 3.37264e+13 1.48739e+13 4.51658e+13
threshold=2.5000000000000004 75.010000000000005 8.5000000000000018 53.310923100000004 53.715816400000008 83.086354900000018 21.500000000000004 76.00500000000001 59.982409200000006 59.905532300000012 75.605000000000004 11.500000000000002 30.315889700000003 54.707511300000007 9.5000000000000018 37.873748150000004 7.5000000000000009 30.205407000000005 55.897267000000006 55.702806750000008 54.73499850000001 15.500000000000002 37.563506350000004 9.5000000000000018 75.000000000000014 83.117716000000016 84.810000000000016 54.810424650000009 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 -1 -3 -4 -5 6 7 8 9 13 -11 12 -12 14 -6 16 23 -10 19 20 -18 -22 -23 24 -15 26 27 -7 29 -9
right_child=-2 2 3 4 5 25 -8 28 17 10 11 -13 -14 15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=41.243849192765914 -53.488257294124473 1561.3173693789734 750.81525813746282 -26647.909016891779 -130273.85491898149 -1057.760472972973 1220.6709986664271 -497.2271719447071 -48455.19280133929 26498.524530117757 -63418.787779017854 -46366.102807617193 -235732.45271739131 -104046.70495256697 37300.239198764539 -15011.982027665488 69507.736540421189 39942.327047544539 -5121.7866113887812 81023.135676298945 -67452.488502604174 5126.1741850754315 111160.05929904516 -986.66796980168283 -10282.069607856947 5650.687378565829 -23697.518506835939 120335.42021789552 -4217.1102238380718 60550.529712257921
leaf_weight=3030507 972096 17441 19423 461 54 37 7183 827 28 69 28 68 23 42 43 2108 46 132 161 83 60 29 27 325 78 710 50 60 21463 142
leaf_count=3030507 972096 17441 19423 461 54 37 7183 827 28 69 28 68 23 42 43 2108 46 132 161 83 60 29 27 325 78 710 50 60 21463 142
internal_value=0 16.7636 -1025.18 -1864.3 -3343.57 -3026.43 -3408.08 -4694.98 -11449.7 -13221.4 -45330.2 -86978.7 -141129 -11246.2 -55988.4 -9779.45 3181.99 24472.8 20198.3 36837.2 14198.7 -7734.21 56249.7 -12343 -43099.7 11678.1 40789.9 74030.8 -3669.97 8448.88
internal_weight=0 3.10171e+06 71201 53760 34337 33876 33019 25836 3404 3244 188 119 51 3056 97 2959 851 160 406 245 162 116 56 445 120 857 147 97 22432 969
internal_count=4073804 3101708 71201 53760 34337 33876 33019 25836 3404 3244 188 119 51 3056 97 2959 851 160 406 245 162 116 56 445 120 857 147 97 22432 969
is_linear=0
shrinkage=0.1


Tree=4354
num_leaves=31
num_cat=0
split_feature=6 0 1 0 0 1 6 6 6 3 6 2 1 0 1 0 4 4 1 6 5 5 6 1 3 4 4 5 6 6
split_gain=3.97621e+11 4.82665e+12 1.29411e+13 2.72364e+13 5.71855e+13 5.67796e+13 4.35185e+13 4.4413e+13 3.92186e+13 3.89317e+13 3.07946e+13 2.69134e+13 4.01671e+13 2.51394e+13 3.34732e+13 3.05969e+13 3.03093e+13 2.78689e+13 3.0566e+13 2.58866e+13 2.95326e+13 2.76579e+13 5.24315e+13 3.48904e+13 3.12824e+13 2.48199e+13 2.31783e+13 2.2387e+13 1.91196e+13 1.76139e+13
threshold=62.375000000000007 57.174562350000009 39.908802000000009 57.670849000000011 57.634352600000007 39.873894000000007 83.010000000000005 103.03500000000001 112.00500000000001 4.5000000000000009 138.05000000000004 2632.5000000000005 39.873894000000007 57.978821400000008 65.64204770000002 58.010305850000002 18.500000000000004 3.5000000000000004 39.939672500000007 98.020000000000024 3.5000000000000004 2.5000000000000004 75.010000000000005 65.559704250000024 15.500000000000002 4.5000000000000009 8.5000000000000018 1.5000000000000002 62.995000000000012 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 3 4 28 8 9 26 25 -7 -9 12 27 14 17 -15 -16 18 -4 21 -21 22 -19 -23 -24 -6 -8 -5 -3 -29
right_child=1 2 13 11 5 6 7 10 -10 -11 -12 -13 -14 15 16 -17 -18 19 -20 20 -22 23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-18.748981150409485 141.30304247626128 -23877.705118389986 43419.27114976602 29917.519202553354 -24145.419560401118 -1610.9591156859499 106816.73475115742 39785.520070578837 -118282.13750000001 101673.82509665977 164807.90234375 -63.144401379382373 -71389.661416720366 8284.0159943667877 5562.9581785815353 -1639.4864782431466 55988.525998551333 -7246.9489547320381 1412.4058856589288 -33651.382591587331 -682.35903721522618 -5293.7091510458231 -40027.270500997824 13215.741981169431 43145.563151041672 23823.902824437726 240442.66197656249 -526.6179781972146 3300.2205719746921 -13076.872701247021
leaf_weight=2995108 915702 268 197 164 134 143 27 110 23 49 24 112848 97 3870 566 15760 151 3506 1435 741 429 7727 781 1173 48 553 25 1960 7581 2604
leaf_count=2995108 915702 268 197 164 134 143 27 110 23 49 24 112848 97 3870 566 15760 151 3506 1435 741 429 7727 781 1173 48 553 25 1960 7581 2604
internal_value=0 52.0584 -449.319 28.3435 5350.45 26835.7 58144.4 92617.8 10167.1 24748.2 62177.6 -375.858 -7689.67 -2111.5 -4956.77 316.904 16182.6 -5901.89 6483.09 -7305.03 -21562.7 -6044.62 -12594.7 -2854.21 -35211.5 14467.4 171060 -6382.8 2372.24 -7687.19
internal_weight=0 1.0787e+06 162994 126610 8937 1088 378 186 710 192 134 117673 4825 36384 16754 19630 717 16037 1632 14405 1170 13235 4335 8900 829 687 52 4728 7849 4564
internal_count=4073804 1078696 162994 126610 8937 1088 378 186 710 192 134 117673 4825 36384 16754 19630 717 16037 1632 14405 1170 13235 4335 8900 829 687 52 4728 7849 4564
is_linear=0
shrinkage=0.1


Tree=4355
num_leaves=31
num_cat=0
split_feature=0 0 6 4 5 6 1 6 1 7 1 1 1 4 5 6 4 0 6 6 5 6 6 3 4 3 4 0 6 0
split_gain=4.42058e+11 9.69121e+12 7.50758e+12 1.77802e+13 1.65959e+13 1.47041e+13 1.37078e+13 9.19885e+12 9.11789e+12 1.05114e+13 1.11811e+13 1.40963e+13 8.23784e+12 9.16036e+12 7.65627e+12 7.37797e+12 1.16079e+13 7.80024e+12 7.41025e+12 7.26198e+12 1.06585e+13 1.99523e+13 1.02376e+13 1.24884e+13 1.93435e+13 1.10479e+13 9.11078e+12 7.22512e+12 7.0417e+12 6.72772e+12
threshold=56.760749800000006 56.791379400000004 49.895000000000003 5.5000000000000009 1.5000000000000002 100.05000000000001 61.273924650000005 57.995000000000012 50.815483650000004 6.0000000000000009 60.549354600000008 59.999510900000011 60.636764050000004 1.5000000000000002 2.5000000000000004 56.205000000000005 4.5000000000000009 56.782540950000005 86.030000000000015 108.05000000000001 2.5000000000000004 74.015000000000015 149.05000000000004 8.5000000000000018 17.500000000000004 2.5000000000000004 23.500000000000004 56.782540950000005 79.710000000000022 56.385857200000011
decision_type=2 2 2 2 2 2 2 2 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 -2 5 7 6 8 -5 -4 10 11 -10 -12 -14 -15 17 -17 -13 -18 20 21 -6 23 25 -25 -21 -27 -7 -22 -1
right_child=1 -3 3 4 19 27 -8 -9 9 -11 12 15 13 14 -16 16 18 -19 -20 22 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.0474511126496342 3284.8160017486075 0.19001001166399839 -25946.301001619038 -12371.133698187936 -1559.0434293966471 62181.622723646571 -16918.358614095054 -45999.272007389663 4201.2353508941042 -4099.5230310265933 -6389.3656121429849 -12789.428436999851 -50384.185724431823 38757.663309403157 9081.3469709210858 23867.738147367487 69586.604777379194 29253.3950847425 16265.600875022195 16603.248006465517 7509.3347846802471 -27157.636961293443 44491.153638076787 69707.683129882818 -20068.67307179769 -67274.922642299105 -8449.3722276475692 6122.1931812959556 -758.77332039751786 -1051.9369330048819
leaf_weight=3128637 16239 853235 76 504 5917 71 240 97 347 471 385 72 22 111 401 257 124 114 33 29 2217 321 26 32 96 98 36 34 1924 61638
leaf_count=3128637 16239 853235 76 504 5917 71 240 97 347 471 385 72 22 111 401 257 124 114 33 29 2217 321 26 32 96 98 36 34 1924 61638
internal_value=0 62.5955 1820.25 128.116 -1629.28 7326.54 5873.94 -17798.6 8140.89 9249.41 12618.8 20244.3 4761 12800.1 15515.1 29522.6 36955.3 12978.8 58379 -720.732 -265.358 -2876.32 -15630.3 -21002 2375.42 -39359.7 -51471 44029 3667.79 -17.3355
internal_weight=0 883529 30294 14055 11297 2758 2653 601 2413 2337 1866 947 919 534 512 600 414 186 157 10696 10379 6238 317 291 128 163 134 105 4141 3.19028e+06
internal_count=4073804 883529 30294 14055 11297 2758 2653 601 2413 2337 1866 947 919 534 512 600 414 186 157 10696 10379 6238 317 291 128 163 134 105 4141 3190275
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=31
num_cat=0
split_feature=0 0 1 0 6 6 1 6 6 4 1 7 4 1 4 6 4 4 4 1 0 2 3 1 4 1 4 1 1 6
split_gain=4.32991e+11 3.05254e+12 3.49037e+13 2.87451e+13 2.70353e+13 1.63748e+13 1.57915e+13 1.79795e+13 1.7138e+13 1.40224e+13 1.14071e+13 1.03487e+13 2.13315e+13 2.63389e+13 1.85128e+13 1.67414e+13 2.58669e+13 3.29772e+13 1.13011e+13 9.97624e+12 2.59734e+13 9.02753e+12 8.72579e+12 8.36485e+12 3.35886e+13 2.57105e+13 2.45566e+13 1.86091e+13 2.90872e+13 1.32392e+13
threshold=56.067362750000008 56.020150250000007 92.865667950000017 56.041614100000011 68.00500000000001 149.05000000000004 92.791023150000015 88.825000000000003 62.995000000000012 17.500000000000004 92.791023150000015 6.0000000000000009 10.500000000000002 91.443676550000006 19.500000000000004 44.820000000000007 4.5000000000000009 8.5000000000000018 19.500000000000004 92.948588300000011 56.041614100000011 5261.5000000000009 6.5000000000000009 37.131181300000009 9.5000000000000018 37.46219940000001 14.500000000000002 37.897576350000001 47.256487700000001 38.405000000000008
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 3 5 10 6 11 8 -8 -10 21 14 15 -14 23 -13 -17 -18 -15 22 -21 -5 -4 24 -3 26 29 -27 -29 -25
right_child=-2 2 19 4 -6 -7 7 -9 9 -11 -12 12 13 18 -16 16 17 -19 -20 20 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-9.7127636642675039 53.10771209850131 5556.2155715482932 903.41056444887056 -6147.2239655506201 -32023.858442223162 -65396.326249999998 -5502.1309732383661 61688.368874782987 -22064.056799629408 -86479.816980310396 -30346.110171952681 -17145.58738435444 -27276.865343849218 4039.2361350427218 -65177.907291666663 139416.4088178711 -50006.088579101568 50529.534726141806 28057.92960802219 -16955.853593234595 3558.5426260954009 -37048.188328442127 6288.9687952590848 16895.763154461001 128584.9144021739 9452.8219434255825 -60406.369197048611 -36327.036703574333 -1367.6432175679843 -24508.656709261806
leaf_weight=2928674 1115010 631 5839 3731 540 40 1926 36 390 37 220 57 251 1289 45 25 40 177 231 900 1964 97 6206 119 23 1475 135 257 3219 220
leaf_count=2928674 1115010 631 5839 3731 540 40 1926 36 390 37 220 57 251 1289 45 25 40 177 231 900 1964 97 6206 119 23 1475 135 257 3219 220
internal_value=0 -20.0134 -1021.58 -4391.77 -11006.5 -1534.89 -1293.52 -8447.49 -9520.54 -27645.8 -8202.84 792.254 6904.86 2733.75 -1273.89 31610.7 43094.6 31997.6 7689.45 2416.87 -2888.02 -6930.24 3678.24 -800.843 9882.91 -2088.8 -24337.9 41.2887 -3952.39 -9974.36
internal_weight=0 2.95879e+06 30120 15211 4588 10623 10583 2389 2353 427 4048 8194 2070 1771 6124 299 242 217 1520 14909 2864 3828 12045 6079 654 5425 474 4951 3476 339
internal_count=4073804 2958794 30120 15211 4588 10623 10583 2389 2353 427 4048 8194 2070 1771 6124 299 242 217 1520 14909 2864 3828 12045 6079 654 5425 474 4951 3476 339
is_linear=0
shrinkage=0.1


Tree=4357
num_leaves=31
num_cat=0
split_feature=0 1 6 4 1 3 4 7 4 6 3 3 6 6 6 5 4 1 6 4 6 6 6 6 5 6 3 6 6 3
split_gain=3.80829e+11 1.90553e+12 1.81839e+12 3.70052e+12 3.03163e+12 5.54311e+12 1.02452e+13 5.14704e+12 9.83458e+12 1.79364e+13 1.13363e+13 8.08089e+12 7.84154e+12 1.2421e+13 6.81817e+12 5.88161e+12 5.13085e+12 6.02613e+12 9.60513e+12 7.89895e+12 7.10353e+12 7.1776e+12 4.11559e+12 3.7581e+12 4.88451e+12 3.95839e+12 3.66185e+12 3.37877e+12 6.48393e+12 8.63122e+12
threshold=42.965693300000005 48.411058050000008 50.995000000000012 19.500000000000004 47.504912950000005 10.500000000000002 12.500000000000002 6.0000000000000009 8.5000000000000018 83.820000000000007 5.5000000000000009 4.5000000000000009 63.855000000000011 75.605000000000004 101.02000000000002 2.5000000000000004 3.5000000000000004 47.386825600000002 138.05000000000004 5.5000000000000009 110.01500000000001 101.02000000000002 93.050000000000011 99.050000000000011 3.5000000000000004 73.995000000000019 8.5000000000000018 94.02500000000002 79.710000000000022 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 5 6 7 16 10 11 14 -10 -13 -14 -9 -11 -4 19 20 23 21 26 -8 24 25 -18 27 28 -19 -30
right_child=-2 -3 4 -5 -6 -7 22 8 9 15 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1068.0253435614354 1.9020505394824838 -30594.341001674111 26102.708844866072 42183.840092329548 -1707.4631830626772 -35205.123003472225 22270.789371744791 -3412.4727382114961 19761.409369140627 26392.247609375001 -62337.127330280178 113525.58409598214 829.42448918269247 105652.21898437501 60656.350390625004 -34102.961915147571 368.55429292224704 -2286.1056305463308 64015.830240885414 -51377.842544790416 -46333.694030761719 50551.15146821121 82150.264559659103 -45936.960369318185 40786.681351902174 -39805.90673828125 -27508.840081521743 -25066.270007621952 4431.3030239762929 67313.757137451175
leaf_weight=4376 4058099 21 63 22 10014 36 24 98 50 25 29 28 26 20 20 45 105 287 24 52 32 29 22 22 23 32 46 41 58 35
leaf_count=4376 4058099 21 63 22 10014 36 24 98 50 25 29 28 26 20 20 45 105 287 24 52 32 29 22 22 23 32 46 41 58 35
internal_value=0 -491.482 -451.176 1273.7 -1123.34 3475.3 4601.91 2811.9 13189.1 27972 -6320.22 50817.7 71801.7 46404.6 7446.65 -12497.5 -1356.11 -3557.01 2143.92 -17005.4 -668.435 2277.71 50908.8 -7184.67 -1856.23 -9015.26 -719.998 2207.05 5149.7 28096.7
internal_weight=0 15705 15684 4398 11286 1272 1236 1190 341 194 147 124 74 46 118 70 849 786 552 234 528 496 46 182 160 137 467 421 380 93
internal_count=4073804 15705 15684 4398 11286 1272 1236 1190 341 194 147 124 74 46 118 70 849 786 552 234 528 496 46 182 160 137 467 421 380 93
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=31
num_cat=0
split_feature=0 1 6 4 0 1 0 0 6 4 1 6 1 0 1 0 6 6 6 0 1 4 7 4 0 1 4 1 6 5
split_gain=3.71685e+11 2.63424e+12 4.99736e+12 3.35783e+12 6.47089e+12 4.59917e+12 4.51994e+12 6.13285e+12 3.97016e+12 6.66976e+12 5.04171e+12 3.36864e+12 3.25781e+12 9.56172e+12 7.14261e+12 8.06957e+12 7.13898e+12 1.37843e+13 1.05965e+13 5.81717e+12 5.40028e+12 5.36069e+12 5.31307e+12 4.88081e+12 1.0856e+13 1.45886e+13 1.28207e+13 1.06032e+13 3.4637e+13 7.54122e+13
threshold=60.753246850000004 33.882313700000005 95.045000000000016 3.5000000000000004 61.686687400000004 30.084656550000002 61.78914120000001 63.565651350000003 37.310000000000009 5.5000000000000009 30.157841000000001 46.420000000000009 34.382014200000008 63.565651350000003 39.749243900000003 61.686687400000004 87.395000000000024 101.02000000000002 93.050000000000011 61.686687400000004 39.803839700000005 6.5000000000000009 6.0000000000000009 7.5000000000000009 61.686687400000004 72.839788400000018 9.5000000000000018 50.815483650000004 71.030000000000015 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 8 -2 11 -8 10 -10 -5 -6 13 19 15 -14 22 18 -18 -3 21 -16 -17 -22 25 26 27 28 -25 -30
right_child=1 12 -4 4 6 -7 7 -9 9 -11 -12 -13 14 -15 20 16 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.587902249107672 25468.192949218752 -22777.38909040179 -37938.4169921875 20615.822730170359 -2497.5013901068241 593.14929403356598 -21959.115537830327 84.883965392141647 -12513.785120621469 -46754.946839488635 -14631.254680149532 21405.420753932645 -33272.70499516969 -13174.090513790356 48532.298735351564 -1940.3005897685252 -26529.362276785716 3491.9591108478485 -119271.29957386365 2607.1551035426896 -711.54073192115675 8649.0592600029213 -23702.649540973533 13718.733782199015 -345.14364864017563 -844.88547690246855 2419.6266190982833 19259.778283620439 -174178.64526515151 12428.879019407243
leaf_weight=4017125 85 91 40 72 98 592 149 825 412 66 93 148 93 408 40 3411 28 61 22 11348 21225 214 116 514 10853 2577 1626 1376 33 63
leaf_count=4017125 85 91 40 72 98 592 149 825 412 66 93 148 93 408 40 3411 28 61 22 11348 21225 214 116 514 10853 2577 1626 1376 33 63
internal_value=0 254.293 -2867.48 -2315.18 -4506.98 3716.31 -228.387 -3287.35 -12625 -17241.6 749.288 11883.1 403.171 1868.68 -7.74093 -4185.48 -3441.91 -28412.4 -67335.8 2405.21 396.899 14929.9 -2656.05 300.435 1560.8 4903.06 9003.96 14394.8 3420.58 -51717.5
internal_weight=0 56679 2580 2540 1863 677 1220 974 643 478 165 246 54099 11847 42252 3731 3638 111 50 11439 38521 254 3527 38267 17042 6189 3612 1986 610 96
internal_count=4073804 56679 2580 2540 1863 677 1220 974 643 478 165 246 54099 11847 42252 3731 3638 111 50 11439 38521 254 3527 38267 17042 6189 3612 1986 610 96
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 6 1 1 1 4 3 5 0 0 1 6 6 6 0 0 0 4 0 1 0 4 6 0 7 1
split_gain=3.88574e+11 2.60479e+12 5.56306e+12 1.36613e+13 2.17779e+13 1.21061e+13 1.28437e+13 2.15726e+13 1.2101e+13 9.90354e+12 9.89053e+12 1.39295e+13 9.87375e+12 1.43339e+13 3.63827e+13 2.21027e+13 2.16672e+13 1.23087e+13 1.18848e+13 9.42516e+12 3.48842e+13 1.73251e+13 7.18608e+13 1.64819e+13 1.29993e+13 1.13429e+13 9.82926e+12 8.95662e+12 8.71355e+12 8.47833e+12
threshold=5.5000000000000009 55.080855950000007 60.66055595000001 61.381045500000006 56.986919400000012 99.050000000000011 60.770858000000011 61.273924650000005 61.335446300000008 2.5000000000000004 1.5000000000000002 3.5000000000000004 56.818587550000011 56.858606850000008 60.770858000000011 55.015000000000008 69.605000000000004 80.030000000000015 55.214863500000007 56.638205000000006 55.462387050000011 4.5000000000000009 55.348830750000012 61.273924650000005 56.685611200000004 1.5000000000000002 52.990000000000002 56.782540950000005 6.0000000000000009 60.770858000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -8 -9 -12 18 -14 16 -16 -15 -17 28 20 21 22 -20 24 26 -22 -21 -25 -4 -26
right_child=-2 2 3 -5 8 6 7 10 -10 -11 11 -13 13 14 15 17 -18 -19 19 23 25 -23 -24 27 29 -27 -28 -29 -30 -31
leaf_value=-107.06452038770061 -19.311693144892669 39.941537557318341 5134.1818172079365 342.75578117022769 -17617.700513064159 67105.177410567441 15703.896625000001 2362.173929148707 19425.97491887159 -64151.66190453506 85581.872385553725 5434.2258928571428 19807.28579991719 -7331.0608114341221 7082.6696668289387 39879.410175004741 -79942.138862645355 -13447.500913783484 8230.2568920522008 8993.1019385345389 40560.806973379629 -2807.7702666551522 161066.20329071971 -34452.014838495314 7187.6236393158897 -25459.138869228365 36439.050746162451 -6090.1698125011517 22128.519100914004 -1365.5167918718025
leaf_weight=551561 2928705 472636 5278 102018 695 57 25 58 101 41 57 35 842 928 1228 371 43 49 454 379 27 1699 33 151 2135 720 199 424 320 2535
leaf_count=551561 2928705 472636 5278 102018 695 57 25 58 101 41 57 35 842 928 1228 371 43 49 454 379 27 1699 33 151 2135 720 199 424 320 2535
internal_value=0 49.3916 194.783 800.095 3270.8 3983.2 24881.9 13739.6 -12917.4 -33903.3 34702.5 55090.9 3662.94 8457.34 4808.37 13855.5 -10546.6 33657.9 2506.93 206.161 -4416.68 1958.52 18586.7 2534.65 4295.68 -23072.9 18442.5 -13538.2 6105.63 2544.75
internal_weight=0 1.1451e+06 593538 120902 18884 18088 273 216 796 66 150 92 17815 3461 2619 1648 971 420 14354 8756 2933 2186 487 5823 5248 747 578 575 5598 4670
internal_count=4073804 1145099 593538 120902 18884 18088 273 216 796 66 150 92 17815 3461 2619 1648 971 420 14354 8756 2933 2186 487 5823 5248 747 578 575 5598 4670
is_linear=0
shrinkage=0.1


Tree=4360
num_leaves=31
num_cat=0
split_feature=2 2 6 6 4 6 3 6 6 4 3 6 6 4 5 0 4 6 6 4 6 4 4 1 3 4 0 3 4 6
split_gain=3.78157e+11 2.44845e+12 5.08889e+12 4.13074e+12 6.48327e+12 4.13553e+12 2.54716e+12 4.67135e+12 4.47807e+12 3.2473e+12 6.67662e+12 2.8198e+12 2.54115e+12 2.52723e+12 4.95556e+12 4.43965e+12 7.66834e+12 6.10004e+12 2.87604e+12 2.74628e+12 2.49653e+12 2.30032e+12 2.02118e+12 4.48173e+12 3.91769e+12 5.64878e+12 4.05051e+12 3.82839e+12 4.92724e+12 5.79625e+12
threshold=10180.500000000002 10391.500000000002 112.00500000000001 96.050000000000011 10.500000000000002 49.010000000000012 7.5000000000000009 77.565000000000012 78.010000000000005 9.5000000000000018 3.5000000000000004 73.995000000000019 62.995000000000012 12.500000000000002 2.5000000000000004 56.520242650000007 5.5000000000000009 63.415000000000006 57.995000000000012 4.5000000000000009 59.505000000000003 15.500000000000002 13.500000000000002 118.02765200000002 3.5000000000000004 14.500000000000002 44.601833250000006 5.5000000000000009 18.500000000000004 108.05000000000001
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 -5 -2 7 13 11 10 -9 12 -8 14 15 16 18 20 -7 -16 -18 -10 -3 24 26 -26 -24 -27 29 -29
right_child=1 22 -4 4 -6 6 8 9 21 -11 -12 -13 -14 -15 19 -17 17 -19 -20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-2.6778050637115292 -1073.616428988857 -15.508114370023344 37783.047638081393 9847.8623291015629 -53807.806762695312 37304.182031249999 11729.124486278888 54013.023600260414 -52716.574330357151 49022.128125000003 -15760.655969238282 40821.467689732148 -10987.833588518415 -9920.5196416440231 -28084.824205280172 -14473.821185302735 13482.734117112719 49591.134727016717 90290.576413690476 4480.1060019753195 -19030.17431640625 -7822.0409375000008 -49686.065546875005 -4807.6046554565428 49035.918550145347 36330.669640625005 7681.4870849609379 4692.4320508262526 30242.134635296989 -49175.622602982956
leaf_weight=4042576 889 28534 43 32 32 20 119 24 21 51 32 21 84 69 29 32 111 43 21 242 30 25 20 272 43 50 32 217 68 22
leaf_count=4042576 889 28534 43 32 32 20 119 24 21 51 32 21 84 69 29 32 111 43 21 242 30 25 20 272 43 50 32 217 68 22
internal_value=0 346.651 3759.08 2999.85 -21980 3857.98 8359.21 11526.2 101.628 30767.3 14142.3 5937.67 2329 8077.61 10429.6 20377.9 25334.6 16620.1 64443.6 995.298 6565.09 -28317.4 116.886 5334.74 11438.1 14794.8 -14383 10670.6 6491.4 -266.134
internal_weight=0 31228 1970 1927 64 1863 974 704 270 107 56 224 203 597 528 257 225 184 41 271 141 46 29258 724 452 400 52 357 307 239
internal_count=4073804 31228 1970 1927 64 1863 974 704 270 107 56 224 203 597 528 257 225 184 41 271 141 46 29258 724 452 400 52 357 307 239
is_linear=0
shrinkage=0.1


Tree=4361
num_leaves=31
num_cat=0
split_feature=1 1 0 4 6 0 4 4 7 0 4 3 7 0 4 4 4 6 5 6 6 6 4 6 4 0 4 1 4 4
split_gain=3.74665e+11 3.13493e+12 8.92173e+12 4.34282e+13 4.36792e+13 3.90678e+13 3.87544e+13 3.14673e+13 2.91144e+13 2.09717e+13 2.94687e+13 2.80426e+13 2.37019e+13 5.72913e+13 3.69791e+13 4.80905e+13 3.22926e+13 4.32505e+13 3.03225e+13 2.99928e+13 5.42198e+13 2.92619e+13 2.53375e+13 4.1988e+13 4.61068e+13 2.52147e+13 8.00732e+13 5.08383e+13 1.34143e+14 3.4402e+13
threshold=30.260128500000004 30.226173900000003 59.848366150000011 11.500000000000002 84.00500000000001 59.838047850000002 15.500000000000002 16.500000000000004 6.0000000000000009 59.950512650000007 15.500000000000002 10.500000000000002 6.0000000000000009 59.963561900000009 10.500000000000002 9.5000000000000018 13.500000000000002 74.015000000000015 1.5000000000000002 52.015000000000008 41.005000000000003 43.905000000000008 5.5000000000000009 57.995000000000012 8.5000000000000018 59.990753350000013 12.500000000000002 30.242318500000007 7.5000000000000009 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 8 5 -5 -7 -8 -3 10 11 -4 13 14 15 18 17 19 21 20 -16 -11 -20 24 -24 26 27 29 -29 -15
right_child=-2 2 9 4 -6 6 7 -9 -10 12 -12 -13 -14 25 16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-105.07658636665776 -5.5884071305651837 9249.2368635902949 6041.4515380376924 101.28049622362533 78455.581324945495 -15360.893880530632 -118458.87091726282 -45921.420176511398 -104268.46358695652 -8869.1955011541195 26860.619999161794 -32061.133225121826 3265.3910930183379 4941.1057961856623 111455.87505139802 -99568.817416406251 -26946.055029296876 -38392.503314887152 -6195.3261541069878 124232.42731770834 -49960.653889266308 122505.95357142857 -223616.2379310345 -14525.278146362305 -63276.377588929528 -2191.4008009726472 -32292.772353899429 113594.47109114584 -49316.69851751512 86454.731685627892
leaf_weight=102107 3940012 1278 4412 391 43 303 83 214 23 88 667 202 12533 68 38 125 337 72 90 45 46 21 29 64 47 9790 229 75 155 217
leaf_count=102107 3940012 1278 4412 391 43 303 83 214 23 88 667 202 12533 68 38 125 337 72 90 45 46 21 29 64 47 9790 229 75 155 217
internal_value=0 164.572 1033.53 -4915.67 -20213.2 -24494.5 -40522.7 -66192.8 7242.39 1506.83 7213.51 4373.33 254.724 -3016.14 -25865.8 -46551.8 -8025.07 23698.2 -27002.7 58353.4 23061.1 16441.6 -47591.6 -74203.4 -124459 -842.67 16904.7 38780.9 3806.51 67005.9
internal_weight=0 133792 31685 2335 1034 991 600 297 1301 29350 5281 4614 24069 11536 1002 464 538 201 339 129 84 109 230 140 76 10534 744 515 230 285
internal_count=4073804 133792 31685 2335 1034 991 600 297 1301 29350 5281 4614 24069 11536 1002 464 538 201 339 129 84 109 230 140 76 10534 744 515 230 285
is_linear=0
shrinkage=0.1


Tree=4362
num_leaves=31
num_cat=0
split_feature=4 2 0 1 6 6 1 1 6 1 6 1 6 1 0 1 4 6 6 1 0 6 0 0 1 0 1 1 1 6
split_gain=3.74704e+11 1.69634e+12 4.3249e+12 4.30687e+12 3.35372e+12 4.25291e+12 9.38035e+12 1.28879e+13 9.46683e+12 1.24035e+13 8.62137e+12 7.05493e+12 5.30848e+12 5.23048e+12 2.84053e+12 7.15115e+12 4.69767e+12 3.93249e+12 5.47074e+12 3.32678e+12 3.16671e+12 5.21141e+12 4.70862e+12 5.19115e+12 9.14117e+12 1.1151e+13 1.10262e+13 2.17199e+13 7.09158e+12 5.98176e+12
threshold=2.5000000000000004 2200.0000000000005 58.08467765000001 52.419561900000012 156.15000000000003 92.02500000000002 37.543519500000009 37.318079750000003 99.050000000000011 38.430814800000007 122.65000000000002 38.109452700000006 90.045000000000016 39.023883200000007 51.567244500000008 41.966773150000002 1.5000000000000002 40.490000000000002 43.405000000000008 39.596303450000001 54.762682300000009 72.020000000000024 55.111813300000001 55.60524465000001 37.503969450000007 55.418618900000006 38.109452700000006 37.702956500000006 37.740454950000007 40.490000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -7 9 -8 11 -10 14 -13 15 16 19 -17 -19 -1 21 -16 -22 24 -24 -26 27 29 -29 -27
right_child=-2 -3 3 -5 -6 6 8 -9 10 -11 -12 13 -14 -15 20 17 -18 18 -20 -21 22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=212.21792977295422 -5.103160501578877 33.92442281537506 -15943.164855375744 18812.245884368382 22952.626296422102 -22079.942746803979 -123909.62656250001 56873.66216947115 56210.863876488096 -19160.896003605769 -54981.502685546875 -49978.232297585229 50170.503000710232 11002.411681189904 -7730.4815080666849 6081.5394141663901 5528.7178844371501 76018.974609375 23323.467596324575 -33523.652949218747 6754.3259060924656 44117.002285156253 6329.6906642498361 1829.5690359571136 -915.00000209432517 28783.382871093752 -8180.3475319169438 -110393.93887499999 -50599.825246175133 -18780.598242187501
leaf_weight=57 3961637 98258 42 236 69 44 20 39 21 26 32 22 22 39 632 94 427 24 110 60 1277 20 808 7252 1624 40 673 25 96 78
leaf_count=57 3961637 98258 42 236 69 44 20 39 21 26 32 22 22 39 632 94 427 24 110 60 1277 20 808 7252 1624 40 673 25 96 78
internal_value=0 180.239 1213.86 13561.4 962.032 850.149 -12260.2 15018.7 -26411.1 -64703.8 -10959.7 6219.53 1089.34 -10990.6 1008.14 6895.26 664.411 21761.8 32761.5 -17088.2 645.274 -6140.07 1017.89 326.548 -2932.99 -5884.19 -14732.8 -33184 -62954 -2657.21
internal_weight=0 112167 13909 278 13631 13562 243 83 160 46 114 82 13319 61 13297 772 544 228 134 117 12525 652 11873 10596 3344 2536 912 239 121 118
internal_count=4073804 112167 13909 278 13631 13562 243 83 160 46 114 82 13319 61 13297 772 544 228 134 117 12525 652 11873 10596 3344 2536 912 239 121 118
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 0 0 4 4 5 6 6 0 4 6 1 4 6 4 6 4 3 3 6 3 4 4 4 6
split_gain=3.71191e+11 4.55134e+12 1.11995e+13 1.07781e+13 1.95552e+13 2.71722e+13 1.67541e+13 1.71358e+13 1.31024e+13 1.15418e+13 1.14702e+13 1.14173e+13 9.87127e+12 1.21197e+13 2.87019e+13 2.76558e+13 2.76367e+13 2.88127e+13 2.59296e+13 2.53783e+13 6.99499e+13 5.03707e+13 4.51413e+13 2.53997e+13 2.46831e+13 2.33478e+13 2.10708e+13 3.76448e+13 2.31811e+13 2.83954e+13
threshold=65.534455000000023 61.381045500000006 55.102137100000007 55.183288250000011 61.511492200000006 75.605000000000004 55.520061350000013 56.342669500000007 14.500000000000002 25.500000000000004 1.5000000000000002 125.02000000000002 40.905000000000008 57.15297970000001 23.500000000000004 92.02500000000002 65.493200550000012 9.5000000000000018 98.020000000000024 5.5000000000000009 156.15000000000003 8.5000000000000018 4.5000000000000009 2.5000000000000004 86.030000000000015 3.5000000000000004 14.500000000000002 15.500000000000002 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 -1 -3 9 5 -5 -6 -8 11 10 -4 -7 -9 14 26 24 18 19 -17 22 21 -21 23 -18 -15 -23 28 -28 29 -14
right_child=-2 2 3 4 6 8 7 12 -10 -11 -12 -13 13 15 -16 16 17 -19 -20 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4049680486471319 51.979058877570878 -6362.9420887098777 -1436.1297723966873 -3526.7067892349655 10590.353031295452 -15572.21769246712 -28232.607579861113 1891.6166251880591 -66038.96416335809 -40367.005899586395 2176.6348220928708 -69624.047846798785 -2155.3196988589202 1144.5519477130217 29294.269304662554 41308.480943080358 -8639.0528729838716 992.1598056135507 -21798.16299734214 183516.16500000001 257909.48087797622 -34878.422929108456 -110781.77046874999 111956.8921484375 -32114.080713234114 70298.647622282602 -34124.610350630668 -5899.7473614793371 3605.6625057536094 -17969.917029210319
leaf_weight=2951380 1027379 3367 13777 11781 1356 834 225 11602 61 68 24268 41 7528 6564 274 98 31 116 194 25 21 39 20 40 231 46 524 4812 5765 1337
leaf_count=2951380 1027379 3367 13777 11781 1356 834 225 11602 61 68 24268 41 7528 6564 274 98 31 116 194 25 21 39 20 40 231 46 524 4812 5765 1337
internal_value=0 -17.5295 -698.647 -490.618 -1405.23 -4829.62 -339.126 -714.402 -21228.8 794.796 868.367 -18104.9 -556.722 -1583.49 -2851.22 1872.23 21915.5 41382.8 -618.536 62487.9 90667.8 58739.8 21921.2 59302.3 13.9053 22040.9 -3292.36 -8671.45 -1330.44 -4540.44
internal_weight=0 3.04642e+06 95045 91678 53565 12717 40848 39492 936 38113 38045 875 39267 27665 20240 7425 630 338 292 222 131 110 91 71 6795 85 19966 5336 14630 8865
internal_count=4073804 3046425 95045 91678 53565 12717 40848 39492 936 38113 38045 875 39267 27665 20240 7425 630 338 292 222 131 110 91 71 6795 85 19966 5336 14630 8865
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=31
num_cat=0
split_feature=1 0 3 0 4 6 1 4 6 0 6 6 5 6 6 6 6 0 6 4 6 4 1 0 5 0 4 6 3 6
split_gain=3.57741e+11 4.37914e+12 1.19156e+13 1.36478e+13 2.02608e+13 2.69109e+13 2.88485e+13 1.90081e+13 2.02366e+13 6.73213e+13 1.55895e+13 1.50795e+13 1.50503e+13 1.52014e+13 1.75546e+13 1.39769e+13 2.20325e+13 1.3941e+13 1.33706e+13 1.66752e+13 4.61294e+13 1.66337e+13 2.83198e+13 2.57803e+13 1.89743e+13 1.71961e+13 1.59955e+13 1.8927e+13 1.47451e+13 1.41587e+13
threshold=28.601854300000003 54.724612400000005 2.5000000000000004 54.762682300000009 9.5000000000000018 122.65000000000002 20.507515800000004 2.5000000000000004 96.050000000000011 54.73499850000001 91.02500000000002 86.030000000000015 2.5000000000000004 65.805000000000021 62.375000000000007 56.205000000000005 52.990000000000002 54.810424650000009 70.50500000000001 3.5000000000000004 103.03500000000001 4.5000000000000009 20.507515800000004 54.73499850000001 3.5000000000000004 54.73499850000001 9.5000000000000018 74.615000000000009 7.5000000000000009 86.920000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -10 -6 12 13 14 15 16 -9 -5 -4 20 -20 22 23 24 -21 26 27 -23 -28 -29
right_child=-2 2 18 17 10 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 25 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-739.03272892342864 -2.8137030808849577 8804.8845237239439 1701.0915812360652 -35931.711728515627 1365.2877883818655 -35159.014905315904 95870.433906250008 18793.255074295343 -5689.1559138808143 179665.90399305557 -54519.871296296296 -24570.986809430804 63842.116729266825 -14653.259769917582 109153.63279803243 -26797.20009987571 103870.05639391448 2123.9841376033919 -41210.913490513398 -111252.65678879312 141982.21247106482 -22087.124621196548 -83299.683312500012 35866.278215368475 15356.887160644532 -14504.201365170873 -35102.872620483402 33565.380019531251 923.52155343987658 6071.1090069286711
leaf_weight=18974 4037405 883 9289 100 660 92 50 153 43 36 54 56 104 91 27 44 38 2575 28 29 27 190 75 67 20 1138 200 240 263 853
leaf_count=18974 4037405 883 9289 100 660 92 50 153 43 36 54 56 104 91 27 44 38 2575 28 29 27 190 75 67 20 1138 200 240 263 853
internal_value=0 312.098 1456.67 5575.45 11168.9 17364 20532.6 36662.8 31662.2 78776.4 -2861.32 24406.7 30408.4 20558.2 32788.2 24014.3 35719.5 701.341 -203.579 -5856.13 48720.3 -6832.29 -35411.6 -4449.56 -59575.3 -4939.55 1294.45 7044.27 -14638.6 12108.3
internal_weight=0 36399 17425 5006 2331 1617 1525 642 592 79 714 513 457 353 262 235 191 2675 12419 3130 55 3075 191 116 49 2884 1746 1283 463 1093
internal_count=4073804 36399 17425 5006 2331 1617 1525 642 592 79 714 513 457 353 262 235 191 2675 12419 3130 55 3075 191 116 49 2884 1746 1283 463 1093
is_linear=0
shrinkage=0.1


Tree=4365
num_leaves=31
num_cat=0
split_feature=6 6 4 1 5 0 4 2 0 0 1 0 3 1 5 1 0 1 6 6 0 5 0 6 5 4 4 4 5 7
split_gain=3.62716e+11 2.34193e+12 6.81846e+12 1.57874e+13 1.20738e+13 1.1737e+13 1.13255e+13 2.20332e+13 3.74052e+13 3.54443e+13 3.62371e+13 3.29239e+13 3.42649e+13 3.27067e+13 3.1988e+13 3.3661e+13 3.19639e+13 4.20466e+13 3.3461e+13 3.08594e+13 3.03285e+13 2.75596e+13 2.66233e+13 2.64125e+13 2.59302e+13 2.58109e+13 2.35724e+13 3.83661e+13 2.31872e+13 2.25462e+13
threshold=55.015000000000008 49.010000000000012 7.5000000000000009 118.02765200000002 1.5000000000000002 45.090603300000005 16.500000000000004 2764.0000000000005 59.939085000000013 59.963561900000009 30.226173900000003 55.60524465000001 15.500000000000002 38.066230450000006 2.5000000000000004 30.438492500000006 55.649510000000014 37.768783500000005 49.485000000000007 49.895000000000003 55.93962770000001 1.5000000000000002 55.791814000000009 51.405000000000008 2.5000000000000004 12.500000000000002 14.500000000000002 12.500000000000002 2.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 11 19 21 28 16 -9 15 -12 17 -13 20 -10 -18 -11 23 -14 -21 -26 27 -17 -4 -20
right_child=-2 2 3 4 -6 -7 -8 13 9 10 14 12 22 -15 -16 26 18 -19 29 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=18.087553001898755 36.805000379898182 -1636.1964787608877 -6445.8499612041051 -16282.068520883413 23796.303990173343 844.8114407642563 393.78893865541573 5196.1724637145126 20830.815535481772 81824.74420107888 -8844.9382624631307 18065.579664564906 -112933.0658674569 -739.15200778715962 -37169.315706003887 -3414.0968441087375 -41908.130815499731 -23043.149076880221 -1363.293994433657 -27896.944563160338 -1804.5275146484375 11309.821357614514 -1410.7113815023295 -31684.239974715358 80966.215722656256 -44705.466691706737 -21984.844224330358 51238.691103515623 12744.089008022187 4893.0492766430971
leaf_weight=2069790 1615683 23614 14139 91 432 99042 83700 10119 159 63 4460 1789 58 112548 346 245 366 289 25570 1594 389 461 161 129 44 26 133 270 659 7435
leaf_count=2069790 1615683 23614 14139 91 432 99042 83700 10119 159 63 4460 1789 58 112548 346 245 366 289 25570 1594 389 461 161 129 44 26 133 270 659 7435
internal_value=0 -24.1913 -249.536 -534.252 16822.8 367.162 -568.488 -1012.37 -2604.16 -9052.9 -5330.58 -1617.45 7.61066 -249.537 -7743.86 -5750.67 310.841 12348.3 -430.093 -21259.2 -21245.5 19787.8 -31219.9 -56884.4 -25281 34288.2 15546.3 25238.8 -5591.26 46.0656
internal_weight=0 2.45812e+06 388331 265675 523 122656 265152 181452 58785 7801 5978 50984 36186 122667 5454 5108 35838 2078 33760 1823 755 524 348 187 1664 70 648 515 14798 33005
internal_count=4073804 2458121 388331 265675 523 122656 265152 181452 58785 7801 5978 50984 36186 122667 5454 5108 35838 2078 33760 1823 755 524 348 187 1664 70 648 515 14798 33005
is_linear=0
shrinkage=0.1


Tree=4366
num_leaves=31
num_cat=0
split_feature=5 4 7 6 6 6 0 0 0 4 1 1 1 6 0 2 6 4 0 3 6 3 2 0 6 6 1 0 1 1
split_gain=4.03773e+11 7.14144e+12 1.58788e+13 5.58164e+13 6.92939e+13 3.06051e+13 3.03717e+13 4.00787e+13 3.37269e+13 4.3058e+13 2.88145e+13 3.07525e+13 3.30419e+13 2.77185e+13 2.63469e+13 6.48219e+13 8.63002e+13 6.10817e+13 3.67645e+13 2.60552e+13 3.4294e+13 2.76387e+13 4.15597e+13 2.50454e+13 4.01405e+13 2.97628e+13 3.16165e+13 2.44644e+13 2.45208e+13 5.57999e+13
threshold=2.5000000000000004 16.500000000000004 6.0000000000000009 73.00500000000001 59.025000000000013 68.00500000000001 55.749683450000006 55.685785750000008 55.806294650000005 7.5000000000000009 30.330566300000005 30.509101000000005 30.624707450000006 71.715000000000018 55.579943700000008 75.000000000000014 62.010000000000012 12.500000000000002 55.520061350000013 7.5000000000000009 75.605000000000004 12.500000000000002 75.000000000000014 55.721784200000009 67.00500000000001 66.010000000000005 37.442254400000003 45.097384400000003 39.004719500000007 38.989878900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 14 7 -7 9 -8 -4 -12 -13 -10 18 16 -16 -18 -6 -2 21 -21 23 24 -23 -25 -27 28 29 -22
right_child=1 -3 3 -5 5 6 8 -9 13 -11 11 12 -14 -15 15 -17 17 -19 -20 20 27 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=17.624741149588004 -96.160819872614695 529.93017087153862 27378.506125601547 -384.91087700641185 11215.460017027501 8269.9437788274918 83697.734040178577 48079.958152173916 -4882.1318217211701 -46696.617483969632 -33977.376974867337 103485.05293913811 157.96968555653984 15297.858667048586 185843.57328906251 16183.048151698567 -52023.274369755498 71173.098482001587 -21743.437746297903 -2914.3405255099747 -2181.8861760352443 -99084.550680443557 -6464.6095600456938 22879.433569143701 -27938.905851052026 49665.843773674249 -57836.712084960942 1088.582252793057 -8967.9317114040878 39119.987873939754
leaf_weight=3101708 555070 171235 388 97990 3309 3020 28 276 2260 265 265 31 18554 974 50 3677 54 158 377 56892 4460 124 2309 127 220 33 160 44035 5402 353
leaf_count=3101708 555070 171235 388 97990 3309 3020 28 276 2260 265 265 31 18554 974 50 3677 54 158 377 56892 4460 124 2309 127 220 33 160 44035 5402 353
internal_value=0 -56.236 -181.566 822.239 4333.75 9567.33 4701.85 11603.5 -1747.82 -34235.7 403.257 -151.989 330.32 1195.58 13921.1 19607.3 67665.2 39792.9 7844.46 -379.086 -1755.27 -3405.52 -12804.9 -34852.8 -53584.4 -14716.3 -39455.4 65.7898 -4343.28 847.318
internal_weight=0 972096 800861 131676 33686 14448 6823 3296 3527 293 19238 18850 18585 3234 7625 3939 262 212 3686 669185 114115 59865 2973 664 344 320 193 54250 10215 4813
internal_count=4073804 972096 800861 131676 33686 14448 6823 3296 3527 293 19238 18850 18585 3234 7625 3939 262 212 3686 669185 114115 59865 2973 664 344 320 193 54250 10215 4813
is_linear=0
shrinkage=0.1


Tree=4367
num_leaves=31
num_cat=0
split_feature=6 0 3 0 4 3 0 4 6 1 6 5 4 6 5 6 6 6 4 3 1 7 3 4 0 1 0 4 6 6
split_gain=4.13936e+11 4.07553e+12 1.16837e+13 2.083e+13 3.99782e+13 4.2854e+13 3.39075e+13 6.92924e+13 2.35679e+13 3.65113e+13 2.4857e+13 4.1294e+13 5.36702e+13 2.09901e+13 3.59913e+13 2.15026e+13 3.36324e+13 1.87098e+13 3.35314e+13 3.20542e+13 2.50845e+13 1.52815e+14 4.16873e+13 5.54449e+13 3.72533e+13 3.15912e+13 4.71591e+13 8.32989e+13 5.7274e+13 4.766e+13
threshold=46.010000000000012 59.882709350000006 8.5000000000000018 59.905532300000012 10.500000000000002 7.5000000000000009 59.898927250000007 9.5000000000000018 96.050000000000011 30.425503950000003 82.00500000000001 3.5000000000000004 5.5000000000000009 64.015000000000015 2.5000000000000004 88.00500000000001 86.030000000000015 102.04000000000001 15.500000000000002 4.5000000000000009 30.323041000000003 6.0000000000000009 3.5000000000000004 11.500000000000002 59.898927250000007 30.410676000000006 59.898927250000007 11.500000000000002 90.045000000000016 82.905000000000015
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 3 4 5 6 -3 8 10 -10 -8 12 -12 -9 -15 16 -16 20 19 -19 21 -6 -23 -24 -25 26 27 -22 29 -28
right_child=1 2 -4 -5 17 -7 7 13 9 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 25 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-35.18009944399742 68.978898865443284 -2657.0406969584355 840.43132694970836 -551.27765411277005 63440.519463098899 -49791.258354351827 -10885.369857770378 -25040.360973437502 -15649.689506392046 -159459.38302283656 -44314.049023437503 -29775.3185390625 153253.30358664773 -133249.94022916668 -64557.688947287577 -107987.72935180664 44008.58664434524 68522.249771656716 -38552.747486934728 -43423.907621951221 146944.04623579545 -36028.813794014874 59167.652473707327 9584.0456682781842 -47865.053475225548 1475.5285382664579 -65349.198169359115 -16515.470778812924 63954.481919642858 -214914.4212402344
leaf_weight=1836669 2055717 2546 52008 118605 422 287 1034 125 55 26 20 50 44 75 89 48 42 68 293 41 33 351 154 344 168 3754 118 564 28 26
leaf_count=1836669 2055717 2546 52008 118605 422 287 1034 125 55 26 20 50 44 75 89 48 42 68 293 41 33 351 154 344 168 3754 118 564 28 26
internal_value=0 28.8826 -425.464 -934.21 -5137.6 -12419.1 -9837.11 -21205.6 -9677.83 -61810.8 -5999.45 38316.7 91513.5 -58587 -75096.2 -50730.1 -29750.2 -56.3055 -20937.4 26414.1 1351.64 12851.4 -8140.33 6557.66 -9266.44 -2307.03 -20772.2 -7480.02 -66908.5 -92354
internal_weight=0 2.23714e+06 181418 129410 10805 4441 4154 1608 1229 81 1148 114 64 379 254 179 131 6364 402 109 5962 1439 1017 666 512 4523 769 597 172 144
internal_count=4073804 2237135 181418 129410 10805 4441 4154 1608 1229 81 1148 114 64 379 254 179 131 6364 402 109 5962 1439 1017 666 512 4523 769 597 172 144
is_linear=0
shrinkage=0.1


Tree=4368
num_leaves=31
num_cat=0
split_feature=4 0 0 3 6 1 1 6 6 3 3 6 4 1 6 6 1 1 1 6 4 1 1 6 0 6 6 4 6 4
split_gain=4.51553e+11 3.51671e+12 1.75229e+13 2.37858e+13 2.52443e+13 3.8113e+13 8.25458e+13 3.59699e+13 2.79067e+13 2.21406e+13 2.52441e+13 1.90499e+13 5.82953e+13 3.56623e+13 6.221e+13 1.7502e+13 1.60335e+13 1.59433e+13 3.3116e+13 2.8287e+13 2.63653e+13 2.59466e+13 1.48032e+13 2.24559e+13 1.32995e+13 1.81313e+13 4.09357e+13 1.78636e+13 1.6223e+13 1.5334e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 15.500000000000002 106.49500000000002 39.008519500000006 38.989878900000008 114.05000000000001 38.605000000000011 11.500000000000002 2.5000000000000004 82.905000000000015 16.500000000000004 38.977585500000011 89.00500000000001 95.045000000000016 38.965413050000002 39.01296365000001 38.965413050000002 81.705000000000013 16.500000000000004 38.948208550000011 39.023883200000007 94.02500000000002 45.055912800000009 64.805000000000021 66.010000000000005 16.500000000000004 78.010000000000005 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 -2 3 4 8 6 -6 -8 -3 10 -7 17 15 16 -15 -13 -14 18 20 24 -10 -22 23 -16 25 -20 -27 -28 29 -29
right_child=1 2 -4 -5 5 9 7 -9 11 -11 -12 12 13 14 22 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=25.763475995116483 449.75783139064907 2999.0817153896223 -46.728498089382668 5370.2331026294169 11376.825892254947 -88039.170584239138 61530.227599516373 233378.87359913794 -6079.2417301849264 -120546.86093750001 38955.102646683677 -25718.292425017476 -108387.28165760869 -19254.841691103087 125929.84533380682 -58435.31460554176 -18681.212220794881 -8225.538096829152 4427.7823704807306 103604.11846110027 -82502.63927888569 -15711.97219856771 7596.8328851744191 48561.058470438293 -812.57721846878894 146234.00358297414 53418.194003906254 -73244.395758928571 77931.64788773148 6862.7355816238505
leaf_weight=2547999 132266 3544 1373283 2902 139 23 21 29 1415 20 49 693 23 182 55 214 149 8039 652 30 95 150 43 118 1304 29 120 28 27 163
leaf_count=2547999 132266 3544 1373283 2902 139 23 21 29 1415 20 49 693 23 182 55 214 149 8039 652 30 95 150 43 118 1304 29 120 28 27 163
internal_value=0 -43.0234 -89.7951 -3009.55 -4410.85 25318.4 51013.2 161202 -4900.16 -27467.8 -1612.51 -6969.41 -17688.4 7372.32 23815.7 -33437.6 -30676.8 -5655.78 -507.932 7122.12 -11323.3 -41610.4 60106.5 73158.1 5876.12 14435.5 32215 22432.3 5375.86 -4880.72
internal_weight=0 1.5258e+06 1.39354e+06 20256 17354 281 189 50 17073 92 72 13529 1477 570 398 907 172 12052 4013 2353 1660 245 216 173 2323 1019 367 338 218 191
internal_count=4073804 1525805 1393539 20256 17354 281 189 50 17073 92 72 13529 1477 570 398 907 172 12052 4013 2353 1660 245 216 173 2323 1019 367 338 218 191
is_linear=0
shrinkage=0.1


Tree=4369
num_leaves=31
num_cat=0
split_feature=4 1 0 1 4 3 3 0 7 1 1 4 4 6 6 6 3 5 6 6 3 6 6 6 6 3 1 4 6 1
split_gain=3.98228e+11 3.71006e+12 7.03394e+12 4.74264e+12 3.73482e+12 7.82924e+12 7.31645e+12 3.39414e+12 7.15129e+12 1.22158e+13 1.67134e+13 2.36722e+13 1.63064e+13 1.44115e+13 1.52159e+13 1.31859e+13 1.19022e+13 1.42717e+13 1.1232e+13 1.10898e+13 1.08538e+13 1.01059e+13 1.19079e+13 9.82239e+12 1.49217e+13 9.75618e+12 9.54659e+12 1.60284e+13 1.00261e+13 1.35201e+13
threshold=19.500000000000004 103.8879505 52.07762420000001 94.478249850000012 22.500000000000004 4.5000000000000009 14.500000000000002 60.042359000000012 6.0000000000000009 30.330566300000005 30.277905650000005 21.500000000000004 22.500000000000004 74.015000000000015 72.50500000000001 63.415000000000006 8.5000000000000018 1.5000000000000002 99.050000000000011 67.91500000000002 6.5000000000000009 37.705000000000005 37.310000000000009 116.05000000000001 122.65000000000002 3.5000000000000004 30.362494150000003 23.500000000000004 91.02500000000002 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -2 9 10 -9 16 19 14 -11 20 -12 -18 25 -13 -14 22 -10 -20 -25 -15 27 -23 -28 -30
right_child=1 2 -4 -5 5 6 -8 8 21 13 11 12 15 18 -16 -17 17 -19 23 -21 -22 26 -24 24 -26 -27 28 -29 29 -31
leaf_value=11.351583422508007 -134.43176015536102 -17751.093527178698 -55177.312976074223 44373.568326822919 -39065.887192234855 40320.25569477697 -7177.3351217830896 -9359.5262121349515 346.88272083387631 -1789.1689068998785 12360.333172052558 -10064.898950763083 -18911.810083150584 -64090.988444010414 48893.703697916673 26928.475395234145 38257.518670944941 124719.33801339286 18539.511394568337 -94916.233756510424 9255.6270991208276 -31313.637498738608 -18783.414480150193 -90234.313183593753 9504.2000195312503 -17469.936066185397 9892.9853989031562 2170.118152419348 -77.236600843266629 -76256.005924479163
leaf_weight=3599339 455863 142 32 24 33 62 68 525 2503 4644 44 43 171 48 60 339 42 35 158 24 684 150 374 24 40 692 3774 3047 796 24
leaf_count=3599339 455863 142 32 24 33 62 68 525 2503 4644 44 43 171 48 60 339 42 35 158 24 684 150 374 24 40 692 3774 3047 796 24
internal_value=0 -86.1143 -10574.8 -78.6591 -5895.19 4433.27 15475.4 -80.9094 1256.67 -1093.37 5829.57 11599.7 7545.52 -3423.41 -1142.7 10239.3 53850 77558.3 -14575.7 -40459.4 3622.14 2924.92 -2139.99 5152.19 -27897.7 -20494 4795.25 599.094 7715.39 -2306.86
internal_weight=0 474465 337 474128 305 163 130 474104 18241 7573 1907 1382 1261 5666 4704 1194 121 77 962 67 855 10668 2877 222 64 740 7791 3197 4594 820
internal_count=4073804 474465 337 474128 305 163 130 474104 18241 7573 1907 1382 1261 5666 4704 1194 121 77 962 67 855 10668 2877 222 64 740 7791 3197 4594 820
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=31
num_cat=0
split_feature=3 1 1 7 4 6 1 6 6 4 0 6 3 4 4 4 3 6 1 6 1 5 1 6 0 6 6 3 1 6
split_gain=3.78936e+11 4.43176e+12 1.53006e+13 3.02889e+13 3.77883e+13 2.77237e+13 5.27432e+13 2.04929e+13 2.04781e+13 2.51261e+13 1.92024e+13 1.81267e+13 1.79324e+13 1.43009e+13 1.19539e+13 1.13236e+13 1.58776e+13 1.20282e+13 1.11948e+13 1.0853e+13 1.07753e+13 8.8583e+12 1.58293e+13 1.10347e+13 1.39116e+13 1.03864e+13 2.52006e+13 1.61576e+13 1.28516e+13 2.11545e+13
threshold=7.5000000000000009 82.961694200000011 82.965501500000016 6.0000000000000009 16.500000000000004 73.995000000000019 82.962856350000024 68.00500000000001 89.00500000000001 22.500000000000004 54.947759400000002 44.820000000000007 13.500000000000002 11.500000000000002 9.5000000000000018 21.500000000000004 18.500000000000004 67.91500000000002 82.962856350000024 87.015000000000015 82.963919600000011 3.5000000000000004 82.991167100000027 79.015000000000015 55.030407050000001 134.05000000000004 120.05000000000001 12.500000000000002 113.48479755000001 149.05000000000004
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 13 7 -7 -5 19 -10 -6 -12 -11 14 18 -13 17 -17 -3 -8 -15 -4 -23 24 -24 26 -25 -28 29 -27
right_child=1 2 21 5 10 6 8 -9 9 12 11 15 -14 20 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 28 27 -29 -30 -31
leaf_value=-20.348227386815466 122.89165394818917 27894.126167515347 20.202954045922642 -1214.942814242379 9555.7385109375009 -45844.865718620873 24574.800695405946 -19679.864368146402 -20205.066036427517 119730.02170312501 -18069.42002560764 -53514.16856458949 9483.9861979166672 4988.269061325188 -9764.2594647313526 -27983.783984375001 -64294.713448333743 78052.816287364141 -2788.3264723494249 52937.923459610844 55467.283543346777 -16720.464253961891 -2770.7482798770934 -3759.9030320137231 25628.877883821082 67666.170625283063 -60398.440564682911 7086.5765777587894 -45093.657100183831 2881.0038882984836
leaf_weight=2818986 1073728 168 157936 13525 125 121 371 629 169 25 450 376 36 133 2587 20 32 23 407 212 62 871 397 1636 305 69 136 48 34 187
leaf_count=2818986 1073728 168 157936 13525 125 121 371 629 169 25 450 376 36 133 2587 20 32 23 407 212 62 871 397 1636 305 69 136 48 34 187
internal_value=0 45.7129 -411.899 -3060.15 -10377.9 -934.375 15752.5 -2035.52 24920.2 -347.748 -27173.5 -32269.1 54666.8 -5244.67 -6865.52 -46437.3 -10958.6 28733.5 6176.29 34888.7 21038 -92.8519 -4940.92 -1292.28 9568.12 -4905.55 -7706.17 -42793.7 12670.8 20342.6
internal_weight=0 1.25482e+06 181090 19471 4383 15088 934 14154 813 230 1026 901 61 3357 3162 451 75 43 575 583 195 161619 3683 2812 702 2110 1820 184 290 256
internal_count=4073804 1254818 181090 19471 4383 15088 934 14154 813 230 1026 901 61 3357 3162 451 75 43 575 583 195 161619 3683 2812 702 2110 1820 184 290 256
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=31
num_cat=0
split_feature=4 6 6 4 5 7 0 0 1 5 0 1 1 0 0 2 0 0 0 1 1 3 6 0 0 0 0 1 0 7
split_gain=3.94716e+11 3.1286e+12 1.12104e+13 2.94027e+13 3.33852e+13 3.63993e+13 2.6348e+13 6.38509e+13 7.23548e+13 5.77247e+13 3.77114e+13 3.70191e+13 3.46648e+13 3.90199e+13 3.98134e+13 3.27981e+13 2.94946e+13 3.14345e+13 9.06035e+13 9.78834e+13 6.36269e+13 5.04187e+13 2.92687e+13 4.06794e+13 2.80455e+13 2.73041e+13 2.39556e+13 2.25326e+13 3.76088e+13 2.41078e+13
threshold=10.500000000000002 75.010000000000005 86.920000000000016 9.5000000000000018 3.5000000000000004 6.0000000000000009 54.947152850000002 54.86311005000001 38.97264950000001 2.5000000000000004 54.73499850000001 82.968544750000021 30.277905650000005 59.933037250000005 59.91832440000001 75.000000000000014 55.102137100000007 59.91832440000001 59.990753350000013 30.370944000000005 30.345769800000003 2.5000000000000004 75.605000000000004 59.950512650000007 55.043091000000011 55.039488700000007 44.601833250000006 39.038055050000004 47.222459950000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 12 27 -9 22 14 15 -14 24 -18 19 20 21 -19 -8 -24 25 -11 -5 29 -29 -10
right_child=-2 2 -4 4 5 -7 9 11 10 16 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-14.801675570370243 -40.224664494055027 136.16280680647657 -172.66225949775048 44720.473364633421 -4399.0586882070165 49968.617441716277 56864.692367788462 -4549.521224409662 22556.564274306449 18168.625972632461 53297.521077603138 -41744.229098333388 -87847.72339422052 42174.367657410272 -121818.82566964287 -938.78298091721376 7094.0603103463291 -28093.707657137787 -10700.398565620289 -56674.196759259263 192627.652 91320.820308159731 -6995.6108701508629 -101405.54777437846 41538.878390908656 -34633.084352245147 -17273.742494895243 -4349.7251150641132 12929.588294219971 107881.40616319445
leaf_weight=2268577 1525805 80935 168872 65 5432 126 26 577 413 1991 189 499 44 202 28 3311 8481 44 285 54 50 180 87 96 519 103 1518 2091 3168 36
leaf_count=2268577 1525805 80935 168872 65 5432 126 26 577 413 1991 189 499 44 202 28 3311 8481 44 285 54 50 180 87 96 519 103 1518 2091 3168 36
internal_value=0 24.0875 339.822 1122.67 3818.71 -3166.54 5432.55 978.066 4254.52 7891.27 9350.26 -21798.7 -2828.25 -520.311 -3069.62 -2078.57 11365.2 8674.7 30543.2 66379.9 90631.4 67864.4 -42416.6 -56522.1 20729.1 15571.4 -14728.2 7895.1 6059.26 29397.8
internal_weight=0 2.548e+06 279422 110550 29615 5558 24057 8556 7480 15501 5897 1076 3794 3585 3383 3355 11707 9094 613 328 274 224 209 183 2613 2094 1583 5708 5259 449
internal_count=4073804 2547999 279422 110550 29615 5558 24057 8556 7480 15501 5897 1076 3794 3585 3383 3355 11707 9094 613 328 274 224 209 183 2613 2094 1583 5708 5259 449
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=31
num_cat=0
split_feature=5 6 1 6 1 7 0 1 1 6 6 1 1 3 4 6 1 0 1 3 1 4 3 3 4 1 0 1 6 6
split_gain=4.54887e+11 6.73566e+12 2.0716e+13 1.21105e+13 3.3061e+13 2.21247e+13 3.14598e+13 2.22504e+13 1.79922e+13 1.64483e+13 1.41464e+13 1.37337e+13 2.2363e+13 2.49554e+13 1.64041e+13 1.31289e+13 1.38909e+13 1.34786e+13 1.28104e+13 1.22704e+13 1.57472e+13 1.77555e+13 1.08957e+13 1.01357e+13 1.4713e+13 1.09694e+13 1.01343e+13 1.02715e+13 1.00429e+13 1.67799e+13
threshold=2.5000000000000004 50.995000000000012 39.004719500000007 56.505000000000003 30.452677500000004 6.0000000000000009 59.990753350000013 30.277905650000005 30.345769800000003 53.705000000000005 52.990000000000002 30.323041000000003 30.315889700000003 4.5000000000000009 12.500000000000002 51.015000000000008 30.410676000000006 60.01610465000001 65.493200550000012 16.500000000000004 37.843405600000004 23.500000000000004 14.500000000000002 10.500000000000002 8.5000000000000018 30.410676000000006 59.848366150000011 30.330566300000005 49.485000000000007 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 28 4 5 7 11 -3 10 15 -8 12 14 -14 -7 -9 -17 -18 19 -6 21 -21 -16 24 25 26 27 -11 29 -2
right_child=1 3 -4 -5 18 6 8 9 -10 23 -12 -13 13 -15 22 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=18.707062728142198 5101.6372719625097 -3162.8962565752099 -412.71827909237248 -19.591495047484795 -121.23796569915342 74198.628557477685 -55254.572412109381 29387.420937499999 -46267.349457611912 48650.13675460816 20136.499714006699 4914.4928395432689 16059.918452380953 160268.77544642857 -15372.810806551846 -54509.414544491534 34336.740644274265 -64017.909277343751 -4021.7722181067047 131241.75095880681 -3239.4824356942809 30323.728143601191 60640.468164062506 -64795.797441917239 8027.4877258024608 -5066.5412384314914 -32062.08041142406 -18887.566661633944 11808.096352301385 -18789.693008374103
leaf_weight=3101708 4836 942 15703 902626 32674 42 32 25 148 32 112 260 21 28 88 295 38 22 10202 22 106 84 24 43 221 325 622 76 2134 313
leaf_count=3101708 4836 942 15703 902626 32674 42 32 25 148 32 112 260 21 28 88 295 38 22 10202 22 106 84 24 43 221 325 622 76 2134 313
internal_value=0 -59.6894 1631.77 -100.654 -1674.73 -11174.2 3921.9 -15489.8 -21782.3 -22324.4 3382.93 20132.7 39624.1 98465 20902 -40655.8 -45588.4 -1726.63 -926.019 34.355 24014.7 51269 915.749 -17043.2 -15434 -20348.7 -27152.4 1123.6 6039.93 3649.32
internal_weight=0 972096 22986 949110 46484 3396 755 2641 292 1699 144 463 203 49 154 380 355 60 43088 32886 212 106 112 1319 1276 1055 730 108 7283 5149
internal_count=4073804 972096 22986 949110 46484 3396 755 2641 292 1699 144 463 203 49 154 380 355 60 43088 32886 212 106 112 1319 1276 1055 730 108 7283 5149
is_linear=0
shrinkage=0.1


Tree=4373
num_leaves=31
num_cat=0
split_feature=4 6 1 6 1 3 3 0 0 1 4 3 1 7 3 0 6 4 1 4 0 4 1 1 6 3 6 6 1 0
split_gain=3.71964e+11 3.30257e+12 9.98277e+12 7.28204e+12 2.27534e+13 1.59892e+13 1.31617e+13 1.34292e+13 1.42421e+13 1.46613e+13 1.15935e+13 1.08358e+13 1.92838e+13 1.63388e+13 1.76601e+13 1.05889e+13 1.03039e+13 1.02787e+13 9.54389e+12 9.17247e+12 1.59852e+13 8.13311e+12 2.23108e+13 5.68722e+13 5.38547e+13 3.93731e+13 4.14672e+13 5.6297e+13 9.29985e+13 5.79999e+13
threshold=19.500000000000004 63.005000000000003 28.601854300000003 63.415000000000006 39.008519500000006 25.500000000000004 13.500000000000002 55.721784200000009 55.840017500000009 37.702956500000006 22.500000000000004 3.5000000000000004 37.475446350000006 6.0000000000000009 5.5000000000000009 55.633951400000008 63.140000000000008 23.500000000000004 37.600779750000008 21.500000000000004 59.990753350000013 20.500000000000004 30.438492500000006 33.882313700000005 64.805000000000021 1.5000000000000002 70.50500000000001 71.715000000000018 30.315889700000003 59.963561900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 15 9 -9 -11 12 17 14 -13 18 -7 -3 -8 20 -15 22 24 -24 -5 -26 -27 28 29 -28
right_child=1 3 -4 21 -6 16 7 8 -10 10 -12 13 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=10.970881845363785 65969.459222146746 -31527.906892213985 85.943773001668987 67858.643454241072 9547.9895178008501 70070.317647058822 -87763.184999999998 -90678.036963478924 -23515.655293047192 -84426.706510416669 1636.8956423611112 97086.426776123059 -82367.559630102041 98630.440000000002 6783.616161380598 26760.735888671876 -2199.1239340924203 35158.488206722861 -705.8805434283089 -16696.058779958952 -19323.087008101851 -157.13321912307615 -46491.677025814119 -3035.199869460404 117967.94098868535 -31426.461262917823 303852.65073686081 2375.5891100001077 -8571.2440655048085 76738.327411684775
leaf_weight=3599339 23 59 330913 140 570 34 20 83 249 24 45 32 49 20 67 66 47 38 34 295 27 128106 309 11863 29 316 22 910 52 23
leaf_count=3599339 23 59 330913 140 570 34 20 83 249 24 45 32 49 20 67 66 47 38 34 295 27 128106 309 11863 29 316 22 910 52 23
internal_value=0 -83.2262 90.5227 -483.84 -6878.48 -14753.2 -17888.7 -29457.4 -38240 -62360.9 -28298.3 -7620.64 -31233.8 196.862 35972.4 -108.792 28136.2 -5403.34 -32949.3 -10159.2 30869.9 -404.499 -2723.67 -4138.39 8817.92 2704.24 177.672 10095.2 82515.8 187772
internal_weight=0 474465 330936 143529 1759 1189 1108 521 401 152 69 587 146 441 99 120 81 97 54 342 47 141770 13664 12172 1492 1352 1323 1007 97 45
internal_count=4073804 474465 330936 143529 1759 1189 1108 521 401 152 69 587 146 441 99 120 81 97 54 342 47 141770 13664 12172 1492 1352 1323 1007 97 45
is_linear=0
shrinkage=0.1


Tree=4374
num_leaves=31
num_cat=0
split_feature=6 1 6 6 4 4 1 0 0 0 3 3 6 1 6 1 4 0 5 4 7 1 1 3 0 0 4 5 7 4
split_gain=4.11042e+11 3.73007e+12 1.35008e+13 1.15861e+13 3.56044e+13 2.32506e+13 2.29458e+13 9.77674e+13 3.10741e+13 9.95079e+13 3.89535e+13 4.91596e+13 3.6195e+13 5.76038e+13 3.58892e+13 3.31854e+13 2.6884e+13 1.47829e+13 1.25728e+13 1.37417e+13 1.33581e+13 1.32253e+13 1.22155e+13 1.15986e+13 1.81389e+13 3.89894e+13 2.95181e+13 1.06299e+13 3.22011e+13 2.02639e+13
threshold=46.010000000000012 30.370944000000005 43.205000000000005 43.605000000000011 13.500000000000002 8.5000000000000018 30.323041000000003 59.898927250000007 59.982409200000006 59.939085000000013 2.5000000000000004 4.5000000000000009 44.410000000000004 30.362494150000003 45.005000000000003 30.345769800000003 7.5000000000000009 59.982409200000006 1.5000000000000002 8.5000000000000018 6.0000000000000009 30.315889700000003 30.362494150000003 2.5000000000000004 59.905532300000012 59.950512650000007 11.500000000000002 1.5000000000000002 6.0000000000000009 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 18 6 16 22 9 12 -11 -12 15 14 -14 -9 -5 -18 19 20 -4 -22 -8 -21 -25 -26 -27 -7 -29 -30
right_child=-2 -3 3 5 -6 27 7 8 -10 10 11 -13 13 -15 -16 -17 17 -19 -20 23 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=77.315081805972639 28.781427180151816 -70.909763150891976 85176.340123401998 -4267.0740526381733 -5254.1912804432677 3046.5218258590953 -21506.840868076004 198834.84457031253 15146.459971637492 65240.823859375007 299080.837890625 96679.37890625 -121258.70976562501 115559.3139453125 11425.925698138299 30179.606147112168 -26511.93323905205 -93517.800253378387 11391.41507993081 -16217.364397092726 3453.8633743023051 93066.108967391308 11015.506869344077 3182.2581478402635 131918.53640879758 -22642.150969179216 85180.236237281992 5549.6106897840773 -12793.075705154222 43249.863877002201
leaf_weight=93687 2237135 1727339 88 3472 731 6381 502 20 162 25 30 20 36 30 47 28 299 37 411 61 58 23 150 121 46 62 43 2285 77 398
leaf_count=93687 2237135 1727339 88 3472 731 6381 502 20 162 25 30 20 36 30 47 28 299 37 411 61 58 23 150 121 46 62 43 2285 77 398
internal_value=0 -35.0569 531.394 3250.9 11192.5 2318.27 -3272.06 9816.06 48871.8 72022.2 167160 218120 27703.2 -3199.25 -46124 100453 -6880.91 -33890.6 24360.6 34978.8 58203.3 28899.3 -14024.7 23192.1 32030.3 55147 21513.7 5289.26 10474.4 34165
internal_weight=0 1.83667e+06 109330 15643 1644 13999 4858 1050 398 236 75 50 161 113 83 48 3808 336 913 502 169 81 652 333 272 151 105 9141 2760 475
internal_count=4073804 1836669 109330 15643 1644 13999 4858 1050 398 236 75 50 161 113 83 48 3808 336 913 502 169 81 652 333 272 151 105 9141 2760 475
is_linear=0
shrinkage=0.1


Tree=4375
num_leaves=31
num_cat=0
split_feature=1 1 4 6 3 3 6 4 7 4 0 6 4 6 5 4 6 4 6 3 3 6 3 3 4 3 6 4 3 0
split_gain=3.7257e+11 4.32744e+12 1.28005e+13 1.23852e+13 2.8271e+13 6.37641e+13 2.526e+13 2.88001e+13 3.25882e+13 3.95995e+13 5.19996e+13 3.53047e+13 2.76232e+13 4.47505e+13 2.39875e+13 4.85597e+13 2.63443e+13 3.34772e+13 2.50506e+13 2.30263e+13 2.26055e+13 4.99608e+13 4.04584e+13 2.24887e+13 2.1726e+13 2.59283e+13 2.15866e+13 2.11898e+13 2.07716e+13 2.27977e+13
threshold=65.534455000000023 65.574968200000015 3.5000000000000004 130.05000000000004 8.5000000000000018 9.5000000000000018 114.05000000000001 10.500000000000002 6.0000000000000009 6.5000000000000009 57.15297970000001 122.65000000000002 9.5000000000000018 116.05000000000001 3.5000000000000004 11.500000000000002 94.02500000000002 23.500000000000004 93.050000000000011 9.5000000000000018 5.5000000000000009 122.65000000000002 2.5000000000000004 11.500000000000002 5.5000000000000009 7.5000000000000009 100.05000000000001 5.5000000000000009 12.500000000000002 57.15297970000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 12 -12 13 -11 16 18 -4 24 -16 20 21 -9 -23 -17 -18 -26 -27 -20 -21 -30
right_child=1 -3 3 4 5 -7 7 19 -10 10 11 -13 -14 -15 15 23 17 -19 27 28 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-17.562005785850353 -25631.651129098667 14.970711667543686 915.89111001492404 -887.34289581512246 -115486.56089156301 1203.5383678999103 -14489.577444556453 -62076.641369047626 -13339.30433378445 155792.62209302327 72196.669357638893 219081.22910156252 6628.3089292584045 37995.709417393417 -11607.85456227165 66453.506504755438 -40558.600913085946 -47070.050799045799 14108.095064786587 56940.822634101161 -53927.796418018828 -688.12226953125003 141971.57580492424 -25863.675575380068 31582.612022825269 22437.1672021343 -19658.022015964674 -64397.193487290933 -45585.451828253077 55661.552912946434
leaf_weight=3046425 177 994861 28122 715 76 122 93 63 127 43 36 30 132 129 402 92 60 83 41 97 117 50 33 37 843 259 230 213 61 35
leaf_count=3046425 177 994861 28122 715 76 122 93 63 127 43 36 30 132 129 402 92 60 83 41 97 117 50 33 37 843 259 230 213 61 35
internal_value=0 52.0756 1187.27 1334.05 -10147.4 -43586.6 1667.59 16946.8 31534.5 43843.3 58505.4 138962 41037.7 67444.9 1141.55 -16111.8 1599.16 14626.2 -27141 -1927.68 -21177.7 5067.31 56032 39974.9 18305 20956.5 2637.79 -51725.1 24304.2 -8672.48
internal_weight=0 1.02738e+06 32518 32341 913 198 31428 1046 590 463 370 66 304 172 30382 785 29597 1475 656 456 263 146 83 129 1392 1332 489 254 193 96
internal_count=4073804 1027379 32518 32341 913 198 31428 1046 590 463 370 66 304 172 30382 785 29597 1475 656 456 263 146 83 129 1392 1332 489 254 193 96
is_linear=0
shrinkage=0.1


Tree=4376
num_leaves=31
num_cat=0
split_feature=6 0 0 0 4 5 4 4 1 1 3 2 5 2 0 1 4 0 0 3 1 5 0 4 0 1 0 2 4 1
split_gain=3.93156e+11 9.25029e+11 3.5438e+12 3.49987e+12 5.49798e+12 3.52518e+12 5.3292e+12 1.01762e+13 1.33251e+13 8.39663e+12 1.0133e+13 4.33125e+12 4.0569e+12 1.16182e+13 2.13157e+13 7.6409e+12 2.83148e+12 2.6803e+12 3.58126e+12 1.06719e+13 2.66859e+12 2.53353e+12 2.19972e+12 4.35853e+12 3.90834e+12 4.6907e+12 3.70424e+12 3.13972e+12 4.47088e+12 2.61866e+12
threshold=247.90000000000001 56.020150250000007 55.93962770000001 56.148747500000006 6.5000000000000009 3.5000000000000004 5.5000000000000009 7.5000000000000009 60.620042600000012 60.66055595000001 2.5000000000000004 3338.0000000000005 2.5000000000000004 5444.0000000000009 59.882709350000006 61.438154000000004 24.500000000000004 55.858844800000007 55.783232450000007 4.5000000000000009 39.843340650000009 2.5000000000000004 57.892117950000006 8.5000000000000018 59.838047850000002 30.323041000000003 57.57007620000001 2865.5000000000005 13.500000000000002 30.472130500000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 12 9 -8 -9 10 20 -12 22 14 -14 -15 17 18 -2 -20 -7 -4 26 29 -25 -26 27 -5 -29 -24
right_child=1 3 21 5 -6 6 7 8 -10 -11 11 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.87006858204229853 1332.4763859920365 64392.308835856122 -268.11319369612073 23766.742445267082 1488.5744732481062 -43235.170000000006 -87632.303385416672 -53552.768750000003 31440.496634615389 -50608.290327380957 82060.754428498651 21930.486187500002 98249.015741930518 -46067.386593191972 -29294.189921875004 33728.700674293155 -36671.175698242187 25285.064088541669 -62763.18394886364 16502.459017857145 8423.2000000000007 -39515.422214226972 -30346.768624441967 61503.19646739131 -20506.290343750003 34451.428220274393 -39551.974291087965 555.00435267857154 -48515.577814275573 5624.8106645976031
leaf_weight=4070611 2224 24 29 43 33 20 21 35 39 21 23 25 38 28 20 21 20 45 33 35 20 38 28 23 25 41 27 119 22 73
leaf_count=4070611 2224 24 29 43 33 20 21 35 39 21 23 25 38 28 20 21 20 45 33 35 20 38 28 23 25 41 27 119 22 73
internal_value=0 1109.21 150.525 4131.12 27974.4 2222.32 -8881.37 -26194.2 -8759.02 6207.76 19766.1 50742.9 6681.28 23981.3 54268.6 -11869.1 795.177 1115.81 641.286 -21964.7 -17406 -22527.8 2065.08 9870.14 26004.8 13634.1 -4963.18 112.352 -7101.4 -4347.51
internal_weight=0 3193 2424 769 57 712 204 95 74 109 88 48 508 107 58 49 2357 2337 2292 68 40 67 401 190 89 66 211 184 141 101
internal_count=4073804 3193 2424 769 57 712 204 95 74 109 88 48 508 107 58 49 2357 2337 2292 68 40 67 401 190 89 66 211 184 141 101
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=31
num_cat=0
split_feature=5 4 3 6 7 6 0 6 6 7 4 0 0 6 1 1 4 6 0 0 0 5 1 1 4 6 6 6 6 6
split_gain=3.85812e+11 6.39809e+12 1.46482e+13 2.70182e+13 3.99249e+13 3.8135e+13 2.58954e+13 3.65342e+13 2.48942e+13 2.3036e+13 2.67698e+13 2.30312e+13 2.52416e+13 2.27156e+13 2.17527e+13 4.31101e+13 5.24691e+13 2.11542e+13 2.08339e+13 1.92664e+13 1.88171e+13 1.83563e+13 2.2678e+13 3.84272e+13 1.73333e+13 1.63106e+13 2.80146e+13 1.52716e+13 1.44323e+13 1.38835e+13
threshold=2.5000000000000004 14.500000000000002 11.500000000000002 86.030000000000015 6.0000000000000009 90.045000000000016 59.864072000000007 130.05000000000004 83.010000000000005 6.0000000000000009 12.500000000000002 59.950512650000007 57.125462300000009 61.025000000000006 36.865631950000008 37.343102500000008 12.500000000000002 87.015000000000015 59.963561900000009 59.939085000000013 55.660117850000006 3.5000000000000004 39.723160900000003 38.989878900000008 12.500000000000002 110.01500000000001 102.04000000000001 86.920000000000016 66.990000000000023 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 4 13 9 14 18 20 10 17 12 21 -4 25 16 -16 -5 -8 24 28 22 23 -12 -11 26 -7 -21 -6 -10
right_child=1 -3 3 5 8 6 7 -9 29 19 11 -13 -14 -15 15 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=17.228272741237316 -149.01555419724144 409.99609292207691 10808.65054273754 58025.664512232732 -16969.327118748795 -38852.017345010085 58904.77123707284 -96713.733500000002 65798.3427585178 64154.457065217401 45835.027707672125 -56187.068359375 101603.85497931985 -17066.24907148405 187975.83787890628 -6413.1497587909616 15544.759895833335 -30808.619793097532 10253.74308380127 119117.92390625 -8215.231942677312 -53096.359414062499 16977.736225086122 177848.82825969829 -28279.009862145715 -62912.842045414553 51123.576171875 10659.343511138091 31306.209911088255 8086.7661512586819
leaf_weight=3101708 736763 226873 321 38 81 124 139 25 99 23 92 20 85 3275 25 2057 60 91 240 20 766 20 127 29 172 111 48 37 263 72
leaf_count=3101708 736763 226873 321 38 81 124 139 25 99 23 92 20 85 3275 25 2057 60 91 240 20 766 20 127 29 172 111 48 37 263 72
internal_value=0 -54.971 -196.524 -4333.92 -9177.76 2259.28 -3066.81 20373.3 5981.6 22242.7 34626.8 48207.2 54121.8 -14578 -6971.88 -3529.3 66259.8 -4640.38 28096.7 -2427.31 510.045 39062.3 46494.4 77474.7 -17376.6 -33028.4 -13742.5 48715 19939 41498.7
internal_weight=0 972096 745223 8460 4877 3583 2829 404 1281 754 502 373 353 3596 2425 2142 85 129 379 252 1110 268 248 121 195 283 172 57 344 171
internal_count=4073804 972096 745223 8460 4877 3583 2829 404 1281 754 502 373 353 3596 2425 2142 85 129 379 252 1110 268 248 121 195 283 172 57 344 171
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=31
num_cat=0
split_feature=4 6 6 1 7 3 0 1 0 6 1 1 0 6 4 3 4 6 2 6 1 0 0 0 4 0 6 0 3 4
split_gain=4.25798e+11 3.04235e+12 8.31656e+12 3.69876e+13 3.06866e+13 2.83355e+13 1.52818e+13 3.07279e+13 2.85748e+13 2.43023e+13 1.84921e+13 1.78812e+13 2.145e+13 1.61389e+13 1.46582e+13 1.93019e+13 1.75195e+13 2.56814e+13 3.24178e+13 7.82304e+13 4.78796e+13 4.40751e+13 3.07319e+13 6.14618e+13 6.39936e+13 5.20328e+13 8.42158e+13 5.44479e+13 3.27541e+13 3.02443e+13
threshold=10.500000000000002 74.015000000000015 86.030000000000015 38.97264950000001 6.0000000000000009 18.500000000000004 45.040161900000008 39.038055050000004 45.022979600000006 78.605000000000004 39.069277450000008 61.335446300000008 55.039488700000007 82.905000000000015 24.500000000000004 10.500000000000002 15.500000000000002 79.710000000000022 75.000000000000014 80.030000000000015 37.755233900000007 55.737027400000009 55.783232450000007 55.710673100000008 13.500000000000002 55.840017500000009 81.02500000000002 55.850146250000009 8.5000000000000018 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 5 -5 8 -8 9 -7 -11 -9 13 -13 16 -16 17 -3 19 -19 22 -22 23 28 -25 26 -24 -27 -21 -29
right_child=1 2 -4 4 -6 6 7 11 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 25 24 -26 27 -28 29 -30 -31
leaf_value=25.017945717910269 22.717614968838429 2397.7779545875287 222.15300693363184 -5002.0253365122671 -75.719612223620501 81492.406410845593 53592.69804193038 -3214.161733260245 -73241.883322676396 49382.320926339286 -48779.793785220289 5135.5026333512933 31314.330515020465 -78895.199762159784 -8063.6883580342874 707.12033278615354 2506.7604674932354 -54711.588545755381 -1280.4209406421314 12972.883070203994 -72644.15064371319 8260.6704777644245 55723.281959443935 7661.7565311826511 117118.09115841029 78304.61173627805 -90892.11547172592 49874.516439819337 -29214.059475378381 -25184.80897235126
leaf_weight=2547999 1262436 8911 129098 36567 28134 34 158 742 63 28 61 87 420 31 4089 6494 40282 413 5752 513 191 104 51 116 99 78 169 64 287 333
leaf_count=2547999 1262436 8911 129098 36567 28134 34 158 742 63 28 61 87 420 31 4089 6494 40282 413 5752 513 191 104 51 116 99 78 169 64 287 333
internal_value=0 -41.7784 -350.934 -901.943 -2581.83 -4428 8497.19 11985.9 -18475 9576.26 -17897.3 6850.12 20730.6 -16940.4 737.868 -2681.7 1368.75 -1315.02 -5364.55 -15080 -6916.46 -44121.8 -498.002 10595.2 58062.6 -16698.8 -56904 1922.5 -2161.68 -13084.6
internal_weight=0 1.5258e+06 263369 134271 66325 38191 1624 1438 186 123 89 1280 538 118 67946 10583 57363 17081 8170 2418 2005 295 1710 1015 215 695 220 475 800 397
internal_count=4073804 1525805 263369 134271 66325 38191 1624 1438 186 123 89 1280 538 118 67946 10583 57363 17081 8170 2418 2005 295 1710 1015 215 695 220 475 800 397
is_linear=0
shrinkage=0.1


Tree=4379
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 7 4 4 5 0 5 6 0 7 0 0 1 0 3 3 0 6 4 5 4 4 0 3 4 0
split_gain=4.0895e+11 3.8337e+12 1.46479e+13 5.22553e+13 5.35699e+13 4.81047e+13 3.61236e+13 5.46291e+13 5.22722e+13 1.19906e+14 3.4108e+13 3.18168e+13 2.77908e+13 3.46076e+13 3.03716e+13 2.7728e+13 2.62816e+13 2.64942e+13 3.75461e+13 5.58606e+13 2.56315e+13 2.54633e+13 2.41299e+13 3.49091e+13 2.97757e+13 7.41918e+13 4.81468e+13 4.17621e+13 4.00073e+13 3.72555e+13
threshold=46.010000000000012 30.410676000000006 30.452677500000004 59.825842200000004 59.699368850000006 6.0000000000000009 8.5000000000000018 10.500000000000002 1.5000000000000002 59.91832440000001 2.5000000000000004 57.995000000000012 59.898927250000007 6.0000000000000009 60.042359000000012 59.950512650000007 30.438492500000006 59.905532300000012 4.5000000000000009 3.5000000000000004 59.898927250000007 73.41500000000002 23.500000000000004 3.5000000000000004 16.500000000000004 17.500000000000004 59.950512650000007 4.5000000000000009 18.500000000000004 59.905532300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 12 -6 -5 14 -14 -15 17 18 19 20 -12 -7 24 -24 27 -26 -27 -9 -28 -29
right_child=1 2 -4 6 11 21 7 22 -10 -11 16 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 28 29 -30 -31
leaf_value=-34.967579764712802 -412.76383792139495 22158.729735643163 39.640405386647068 29459.395885291469 16461.40748123029 -10802.091420227805 272247.67664513219 9784.855080719235 16523.388247872408 -18952.165246975808 -41368.398199869793 65811.810626707491 -8562.7752652871332 -172649.04441964289 65071.428828048709 -28781.548654587208 13803.078061311142 -14888.868507592473 -109570.54633333335 50364.650218269009 -144135.71417824074 -82275.079530164934 -6814.2135534909385 -133342.49363014914 31006.35779950759 9988.2514897029851 -26062.339671409056 -23584.67422564072 228.36399109890954 -2386.3503818795175
leaf_weight=1836669 180806 499 2034125 312 218 162 26 1901 1703 31 240 326 449 21 64 37 207 891 75 67 27 72 2465 22 1088 4096 787 1132 2188 3098
leaf_count=1836669 180806 499 2034125 312 218 162 26 1901 1703 31 240 326 449 21 64 37 207 891 75 67 27 72 2465 22 1088 4096 787 1132 2188 3098
internal_value=0 28.7081 67.5252 2622.07 22260.5 4615.91 1423.7 2915.54 19676.3 113876 -10147.1 46035.4 5459.42 -7654.4 623.558 -80871.5 -19291.4 -24561.1 -45631.9 -31274.4 -51760.6 -32793.8 1157.24 -7933.48 2739.37 6696.33 2955.8 -2526.46 -6726.52 -8059.28
internal_weight=0 2.23714e+06 2.05633e+06 22204 1277 733 20927 18537 1760 57 2390 544 883 571 513 58 1507 1300 409 334 267 234 16777 2487 14290 8159 7071 6131 2975 4230
internal_count=4073804 2237135 2056329 22204 1277 733 20927 18537 1760 57 2390 544 883 571 513 58 1507 1300 409 334 267 234 16777 2487 14290 8159 7071 6131 2975 4230
is_linear=0
shrinkage=0.1


Tree=4380
num_leaves=31
num_cat=0
split_feature=0 0 1 7 1 3 1 1 1 4 4 0 7 4 6 6 6 1 4 1 6 6 6 5 4 1 3 3 6 0
split_gain=3.80206e+11 6.77939e+12 1.28857e+13 2.77818e+13 3.18719e+13 2.22533e+13 1.52775e+13 3.34273e+13 3.24994e+13 2.86691e+13 2.43586e+13 4.86493e+13 2.4033e+13 2.31157e+13 1.96748e+13 1.81823e+13 1.49345e+13 1.39495e+13 4.21223e+13 2.69375e+13 1.27586e+13 1.24631e+13 2.367e+13 1.68636e+13 2.14984e+13 2.75777e+13 1.94629e+13 5.56947e+13 3.45005e+13 1.91321e+13
threshold=55.390026600000006 55.462387050000011 37.740454950000007 6.0000000000000009 37.401708450000008 4.5000000000000009 37.768783500000005 37.780517050000007 38.430814800000007 17.500000000000004 4.5000000000000009 55.418618900000006 6.0000000000000009 9.5000000000000018 36.405000000000008 36.280000000000008 70.50500000000001 37.897576350000001 8.5000000000000018 38.109452700000006 54.990000000000002 68.00500000000001 63.415000000000006 2.5000000000000004 15.500000000000002 37.503969450000007 4.5000000000000009 9.5000000000000018 73.995000000000019 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 13 17 10 11 -4 15 -8 -15 -12 -11 -9 19 -19 -13 22 -2 24 26 -26 29 28 -28 -23
right_child=1 -3 6 4 5 -7 7 8 -10 16 12 20 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=29.304583301058688 -2652.2806106252742 -8.1262541035130287 110607.94443359376 59213.409238735476 356.87786163680857 -41957.331249789539 13306.097360368696 6649.0355515624997 -993.62843723163587 31295.199500621449 -15113.478745012093 -35741.429667829434 -29067.295787848394 7391.8528688331899 -21978.666582496026 10812.473624727812 107628.01604166668 -98915.539218750011 85285.955620449036 19712.958840134968 -102258.79175037204 -57227.499211896939 16803.665552525323 -5829.398346733351 -50896.870332704741 40154.569345953525 -88344.464257812506 -1234.9748161764708 -246628.79598214288 28953.620511968085
leaf_weight=2121622 9784 1921053 20 43 174 435 285 750 11142 176 302 92 185 270 1469 2594 30 20 103 446 42 57 668 1747 58 78 40 51 21 47
leaf_count=2121622 9784 1921053 20 43 174 435 285 750 11142 176 302 92 185 270 1469 2594 30 20 103 446 42 57 668 1747 58 78 40 51 21 47
internal_value=0 -31.8481 -1495.78 -3866.49 -23992.6 -29867.6 250.306 -1172.57 763.493 6239.96 3936.6 -34876.1 5876.61 -13092.2 -17418.6 8108.87 42411.6 15606.4 27413.2 14621.6 -56590.2 -2820.98 -1408.83 -9852.8 -29821.2 1323.81 -49431.1 -78356.8 -142836 -18280.3
internal_weight=0 1.95218e+06 31129 13203 652 609 17926 14485 12461 3441 3235 154 3081 2024 1739 2896 206 1319 569 466 134 12551 10452 2099 352 136 216 112 61 104
internal_count=4073804 1952182 31129 13203 652 609 17926 14485 12461 3441 3235 154 3081 2024 1739 2896 206 1319 569 466 134 12551 10452 2099 352 136 216 112 61 104
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=31
num_cat=0
split_feature=4 1 1 4 6 4 0 0 4 0 0 3 0 6 6 0 6 6 6 6 0 3 6 6 4 7 6 6 0 6
split_gain=3.63969e+11 3.4094e+12 2.23166e+13 1.09087e+14 3.86406e+13 3.85314e+13 3.29382e+13 6.34059e+13 5.24746e+13 9.03171e+13 4.33605e+13 3.38746e+13 3.40372e+13 2.84378e+13 4.13645e+13 2.81294e+13 2.73838e+13 4.24483e+13 2.69596e+13 3.64286e+13 6.61579e+13 2.54368e+13 3.58635e+13 2.88725e+13 2.50405e+13 3.41717e+13 3.68407e+13 3.45331e+13 2.42009e+13 4.51819e+13
threshold=19.500000000000004 37.401708450000008 37.425454150000007 21.500000000000004 68.515000000000015 25.500000000000004 55.737027400000009 55.633951400000008 23.500000000000004 55.897267000000006 55.649510000000014 19.500000000000004 55.622114900000007 58.995000000000012 47.805000000000007 55.883833400000007 110.01500000000001 95.045000000000016 78.010000000000005 64.405000000000015 55.749683450000006 12.500000000000002 56.805000000000007 56.505000000000003 30.500000000000004 6.0000000000000009 70.00500000000001 48.410000000000004 55.743464250000009 49.895000000000003
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 -2 3 4 -3 6 7 11 15 28 -9 -5 -13 14 -12 18 17 24 19 -8 -21 -16 23 -23 25 26 27 -7 29 -10
right_child=1 2 -4 5 -6 16 8 10 9 -11 13 12 -14 -15 21 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.852328460908357 -512.32394621439596 -24219.924584620909 -13.882390412375793 32665.392111836078 -93966.812277879915 -16994.391447753907 -8166.7892033503613 -98866.84851721939 109283.38563988096 6910.2472597087099 5714.6634001166576 39588.570784254814 -53737.06607142857 17302.561898204382 -69014.313612923972 71383.796250993124 -115886.10774456522 81246.899771521232 -56513.612813527965 209054.13885869566 17637.68195219494 -12860.780718189802 -124958.85268945312 116268.80578125 9532.3670537533962 -44900.605195632685 -86953.318359375 110050.73822051339 85699.159983688485 -98154.217410714293
leaf_weight=3599339 132788 359 336659 993 102 40 338 49 21 326 442 65 98 443 164 59 23 53 76 23 84 129 25 20 322 305 25 46 367 21
leaf_count=3599339 132788 359 336659 993 102 40 338 49 21 326 442 65 98 443 164 59 23 53 76 23 84 129 25 20 322 305 25 46 367 21
internal_value=0 -82.3268 84.7856 6704.45 -39652 11394 15682.2 8778.51 28429 46174.2 -6627 25729.9 -16521.3 -2931.37 -14423.2 5941.46 -8324.12 -5196.53 -1469.48 7931.32 58783.3 -40757.3 -14124.3 4472.05 -11404.5 -27610.5 19898.4 50960 77470.2 5564.58
internal_weight=0 474465 341677 5018 461 4557 3743 2428 1315 735 1272 1156 163 1223 780 580 814 791 521 445 107 338 174 149 738 416 111 86 409 42
internal_count=4073804 474465 341677 5018 461 4557 3743 2428 1315 735 1272 1156 163 1223 780 580 814 791 521 445 107 338 174 149 738 416 111 86 409 42
is_linear=0
shrinkage=0.1


Tree=4382
num_leaves=31
num_cat=0
split_feature=3 1 1 7 4 6 1 6 6 4 0 4 3 6 4 4 0 0 6 1 6 6 0 1 5 6 6 0 0 4
split_gain=3.7219e+11 3.68872e+12 1.24684e+13 2.44025e+13 3.04499e+13 2.24335e+13 4.27363e+13 1.66559e+13 1.66264e+13 2.0358e+13 1.55198e+13 1.52658e+13 1.45258e+13 1.21467e+13 1.16158e+13 9.69077e+12 1.03822e+13 1.05731e+13 8.81383e+12 8.76997e+12 7.75465e+12 7.71354e+12 6.98566e+12 2.25744e+13 1.93308e+13 9.71282e+12 9.63895e+12 1.33071e+13 9.3403e+12 1.14083e+13
threshold=7.5000000000000009 82.961694200000011 82.965501500000016 6.0000000000000009 16.500000000000004 73.995000000000019 82.962856350000024 68.00500000000001 89.00500000000001 22.500000000000004 54.947759400000002 21.500000000000004 13.500000000000002 38.995000000000012 11.500000000000002 9.5000000000000018 55.007293000000011 54.962581500000006 87.015000000000015 82.963919600000011 64.015000000000015 90.045000000000016 54.94428030000001 82.966990000000024 4.5000000000000009 122.65000000000002 120.05000000000001 56.041614100000011 55.017684700000011 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 14 7 -7 20 18 21 -6 13 -11 -12 15 16 17 -3 -8 -16 -5 -10 23 -4 26 -26 28 -28 29 -24
right_child=1 2 22 5 10 6 8 -9 9 12 11 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-20.166309155962569 115.71634001075832 7681.7734293619797 11026.753760773079 -1252.8054789947018 8612.1080833007818 -41291.078912706609 22095.774066408885 -17752.242304796178 -4973.6912597656255 107718.46412500001 -944.82587718290438 -5879.1419003816245 8495.1040364583332 -41340.473182680777 4484.5158845600336 -8793.9285916275712 803.15899545927107 89615.277397809725 47655.828574587271 50024.688692351308 37814.774670649516 -52654.261369680848 -10094.882170886423 518.88959288106037 -49555.392128906249 -2469.7678215579713 -32634.983861172077 20583.854835559479 524.81945705170074 -975.00384076331454
leaf_weight=2818986 1073728 36 2198 13474 125 121 371 629 122 25 85 217 36 599 133 2587 511 28 212 62 51 47 1402 29276 120 69 194 62 64930 63368
leaf_count=2818986 1073728 36 2198 13474 125 121 371 629 122 25 85 217 36 599 133 2587 511 28 212 62 51 47 1402 29276 120 69 194 62 64930 63368
internal_value=0 45.3042 -372.187 -2762.8 -9331.11 -854.74 14155.9 -1845.27 22408.1 -359.806 -24407.9 -28988.9 49160.4 -36320.5 -4723.19 -6183.97 5558.58 43527.7 31390.3 18964 -1105.49 -18234 -84.1781 1252.71 -407.488 -32365.4 -361.011 -19746 -322.749 -1172.41
internal_weight=0 1.25482e+06 181090 19471 4383 15088 934 14154 813 230 1026 901 61 684 3357 3162 575 64 583 195 13525 169 161619 31474 130145 189 129956 256 129700 64770
internal_count=4073804 1254818 181090 19471 4383 15088 934 14154 813 230 1026 901 61 684 3357 3162 575 64 583 195 13525 169 161619 31474 130145 189 129956 256 129700 64770
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=31
num_cat=0
split_feature=1 6 0 1 6 6 0 0 0 5 0 3 3 6 6 6 6 0 1 1 0 0 4 4 0 4 1 1 0 1
split_gain=4.15705e+11 2.57893e+12 7.5572e+12 7.51147e+12 1.36409e+13 1.48583e+13 2.3388e+13 1.10713e+13 1.08361e+13 2.15737e+13 1.40147e+13 9.94399e+12 1.24377e+13 1.40199e+13 1.4818e+13 9.25122e+12 9.11211e+12 8.60981e+12 2.43286e+13 1.49389e+13 2.10025e+13 1.80083e+13 1.4786e+13 1.41884e+13 1.13215e+13 1.05233e+13 8.59749e+12 7.35492e+12 1.20147e+13 1.05261e+13
threshold=82.860505900000007 52.990000000000002 63.565651350000003 82.956351500000011 45.995000000000012 45.005000000000003 55.123213100000008 54.980317700000008 55.046782850000007 2.5000000000000004 55.030407050000001 3.5000000000000004 7.5000000000000009 48.810000000000009 49.010000000000012 52.015000000000008 51.015000000000008 55.111813300000001 82.901648750000021 82.901648750000021 55.055052800000006 55.050541250000002 24.500000000000004 9.5000000000000018 55.055052800000006 15.500000000000002 82.941727000000014 82.886781200000016 54.973017600000006 82.895858600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 9 11 -11 16 15 -14 -15 -13 -9 19 -19 24 21 26 -23 -20 -10 -26 -21 28 -6 -29
right_child=1 -3 -4 -5 7 6 -8 8 17 10 -12 12 13 14 -16 -17 -18 18 23 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-17.028609193492247 705.95578924927804 -126.77070866065306 9363.18727206316 7.7363379374150032 -419.12087667046529 -2700.0206752051295 -29127.466544774561 6107.1352860961542 -20192.785123727783 -30192.440875188146 35617.59015213816 19556.349523725439 15395.663162375058 -29422.23046875 3908.4958994108183 -11274.357308811819 -13265.012652363346 26850.404915591127 -29443.861565375766 -6414.7659078953257 -773.79688000107683 22584.425173389165 79134.605305032164 8691.9544766398612 -3017.3711885579432 54276.667414484808 28561.42399236506 -21263.008476218201 35704.963894653323 -1549.4829775996891
leaf_weight=3172333 76419 406366 901 400368 328 1808 411 1292 545 218 38 1767 1105 150 1204 103 299 467 163 349 3522 495 51 243 240 37 88 312 128 2054
leaf_count=3172333 76419 406366 901 400368 328 1808 411 1292 545 218 38 1767 1105 150 1204 103 299 467 163 349 3522 495 51 243 240 37 88 312 128 2054
internal_value=0 59.9247 213.158 196.477 1001.77 471.724 -7594.87 3744.35 5033.18 7997.93 -20423.8 9226.98 11711.6 7037.29 216.023 17858.2 2466.49 2079.91 11285.1 571.334 2833.41 15757.7 27866.6 -6618.73 -11826 4635.62 628.494 -1907.84 9720.97 -4149.07
internal_weight=0 901471 495105 494204 93836 78638 2219 15198 12376 6176 256 5920 4329 2459 1354 1870 1591 6200 873 5327 4505 983 546 406 822 277 437 2822 456 2366
internal_count=4073804 901471 495105 494204 93836 78638 2219 15198 12376 6176 256 5920 4329 2459 1354 1870 1591 6200 873 5327 4505 983 546 406 822 277 437 2822 456 2366
is_linear=0
shrinkage=0.1


Tree=4384
num_leaves=31
num_cat=0
split_feature=6 4 6 2 2 5 1 1 4 4 0 6 4 4 2 4 0 7 0 0 0 4 1 4 0 6 0 1 0 6
split_gain=4.46334e+11 4.30435e+12 1.39171e+13 2.62665e+13 2.0753e+13 1.68171e+13 1.37675e+13 1.46898e+13 2.83794e+13 3.33985e+13 2.22525e+13 4.33505e+13 1.67294e+13 1.38295e+13 1.57068e+13 1.36881e+13 1.45705e+13 1.44953e+13 1.36542e+13 1.36249e+13 1.67398e+13 2.44741e+13 1.26156e+13 3.80847e+13 1.23129e+13 2.11222e+13 2.8313e+13 2.07876e+13 1.97227e+13 5.80122e+13
threshold=54.010000000000012 18.500000000000004 54.990000000000002 75.000000000000014 451.00000000000006 2.5000000000000004 30.277905650000005 30.315889700000003 15.500000000000002 16.500000000000004 59.950512650000007 54.410000000000004 9.5000000000000018 17.500000000000004 2892.5000000000005 15.500000000000002 55.850146250000009 6.0000000000000009 59.982409200000006 55.462387050000011 55.783232450000007 14.500000000000002 30.323041000000003 13.500000000000002 55.840017500000009 54.410000000000004 55.858844800000007 37.488790500000007 55.806294650000005 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 2 3 24 15 6 -6 8 10 -10 11 -8 -12 22 18 17 -17 -5 -15 -19 21 -21 23 -9 28 27 -27 -26 -2 -30
right_child=1 -3 -4 4 5 -7 7 13 9 -11 12 -13 -14 14 -16 16 -18 19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-27.651636371922379 12841.542428396369 -337.92325516121798 70.947288067475583 -4106.7210921514607 -7223.0108840060775 -3997.1388843621153 23332.267792461447 -74745.433773053272 -86647.934799804701 43403.451562500006 36287.801584201392 138965.71518205915 -70116.75962357955 -20400.082760274043 2339.4921820097566 -2734.860432805358 29329.46642280191 59267.235585937502 -90903.591857910156 -52263.834631069323 -3152.7516250238186 -5574.2244322695979 6327.6737977025332 71805.791843750005 68700.350201231064 144103.84934475805 35795.185577112599 -25457.256387442132 4031.7860754925273 -180170.6617559524
leaf_weight=2399345 1839 255836 1399346 1092 900 2790 77 61 40 39 45 56 22 194 418 711 177 20 32 307 246 177 9642 25 33 31 109 81 92 21
leaf_count=2399345 1839 255836 1399346 1092 900 2790 77 61 40 39 45 56 22 194 418 711 177 20 32 307 246 177 9642 25 33 31 109 81 92 21
internal_value=0 39.6222 107.709 2776.31 1449.36 2970.62 4653.59 5657.15 28300.6 -22445.4 48345.2 72020 1348.99 5048.06 -9143.82 -6541.97 3656.34 -11458.4 -30382.9 -22162.5 -24393.4 -35189.3 5987.57 -32143.3 13044.8 33755.8 59777.8 1798.89 10349.9 -30200.5
internal_weight=0 1.67446e+06 1.41862e+06 19277 17071 14341 11551 10651 279 79 200 133 67 10372 644 2730 888 1842 226 750 730 484 9728 86 2206 254 140 114 1952 113
internal_count=4073804 1674459 1418623 19277 17071 14341 11551 10651 279 79 200 133 67 10372 644 2730 888 1842 226 750 730 484 9728 86 2206 254 140 114 1952 113
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=31
num_cat=0
split_feature=6 6 7 6 6 1 2 4 3 3 1 3 3 4 2 0 6 6 1 0 1 6 4 1 0 4 4 6 4 4
split_gain=4.10023e+11 2.54036e+12 1.22117e+13 2.01866e+13 1.83637e+13 3.17604e+13 2.33531e+13 2.80197e+13 2.49681e+13 2.82846e+13 2.44079e+13 1.99123e+13 3.4544e+13 1.82913e+13 1.80021e+13 2.33845e+13 1.78169e+13 3.07169e+13 3.10776e+13 2.44573e+13 4.60618e+13 3.37071e+13 3.76987e+13 3.03852e+13 5.24155e+13 5.31444e+13 2.60082e+13 5.74811e+13 2.30352e+13 2.71181e+13
threshold=55.015000000000008 57.995000000000012 6.0000000000000009 57.005000000000003 55.805000000000007 20.507515800000004 451.00000000000006 8.5000000000000018 20.500000000000004 21.500000000000004 37.517483500000004 20.500000000000004 18.500000000000004 27.500000000000004 915.50000000000011 56.006509350000009 55.805000000000007 56.205000000000005 37.425454150000007 55.660117850000006 37.631035900000008 57.410000000000004 29.500000000000004 37.649344350000007 55.806294650000005 18.500000000000004 17.500000000000004 56.805000000000007 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 4 5 -2 7 -7 -8 -10 -9 12 -12 -5 15 16 -4 -18 -19 26 21 -21 -23 24 -22 -26 -20 -28 29 -29
right_child=1 -3 14 13 -6 6 8 10 9 -11 11 -13 -14 -15 -16 -17 17 18 19 20 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-25.720569295488037 93039.845805664067 -1.7084773758098633 -9369.832292579551 4621.0474454127507 -113.09684953200102 -2491.2578088937025 990.42267344777247 36522.390957764102 125144.34648437501 13707.200691731772 10901.901530357092 -70627.585237068968 143542.96150390626 -63951.762379807689 330.02390349023563 -26347.012638954424 8398.3612700182148 6733.3072655008091 -25647.682715787698 -6166.5156794074128 -11321.479125976562 -46406.704231466778 35562.543571472168 3762.7031111091405 32575.702137586806 211197.31209677423 -22392.170641788685 -25039.597052556819 13294.223166355943 102461.5459861866
leaf_weight=2458121 40 1460729 3415 15061 73882 853 9478 573 34 69 1074 29 20 39 39072 445 2597 2015 1235 1304 64 455 64 2106 36 31 608 22 264 69
leaf_count=2458121 40 1460729 3415 15061 73882 853 9478 573 34 69 1074 29 20 39 39072 445 2597 2015 1235 1304 64 455 64 2106 36 31 608 22 264 69
internal_value=0 39.1316 424.125 1071.56 479.795 4079.14 3785.78 12292.5 1522.59 50492.3 19728 11158.8 13326.8 4443.94 -793.11 -3772.27 -3069.03 -1089.53 -4067.9 -7545.76 -2945.98 -14745 -36298.7 6669.43 53399 115222 -16042.2 -3723.56 28249.7 71637.1
internal_weight=0 1.61568e+06 154954 101152 86052 12170 12130 2549 9581 103 1696 1123 1094 15100 53802 14730 14285 10870 8273 6258 4060 1823 519 2237 131 67 2198 963 355 91
internal_count=4073804 1615683 154954 101152 86052 12170 12130 2549 9581 103 1696 1123 1094 15100 53802 14730 14285 10870 8273 6258 4060 1823 519 2237 131 67 2198 963 355 91
is_linear=0
shrinkage=0.1


Tree=4386
num_leaves=31
num_cat=0
split_feature=4 1 1 4 5 4 1 0 1 6 3 6 6 6 5 1 6 3 3 6 3 0 0 6 5 6 6 1 0 0
split_gain=3.99163e+11 3.56478e+12 1.68392e+13 1.69186e+13 1.43971e+13 9.63808e+12 9.643e+12 1.9154e+13 1.77578e+13 1.19676e+13 1.02084e+13 8.88407e+12 1.11873e+13 2.76266e+13 8.15224e+12 1.22489e+13 1.04747e+13 8.39807e+12 7.9646e+12 9.98157e+12 7.69138e+12 7.35804e+12 6.76806e+12 8.45084e+12 7.73295e+12 1.05505e+13 6.68469e+12 6.55777e+12 6.14071e+12 5.7615e+12
threshold=25.500000000000004 82.92647190000001 82.901648750000021 26.500000000000004 1.5000000000000002 26.500000000000004 82.966990000000024 55.039488700000007 82.95992385000001 81.02500000000002 17.500000000000004 103.03500000000001 88.825000000000003 87.395000000000024 1.5000000000000002 82.911604200000014 79.710000000000022 11.500000000000002 4.5000000000000009 59.815000000000005 6.5000000000000009 55.030407050000001 55.007293000000011 70.50500000000001 1.5000000000000002 50.010000000000012 42.005000000000003 82.93515810000001 55.026775150000006 55.026775150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 18 11 12 13 27 -4 16 -16 -17 -8 -20 -13 22 23 24 25 -7 -12 -3 -19 -29
right_child=1 5 3 4 -6 21 7 -9 -10 -11 26 20 -14 -15 15 17 -18 28 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.106928458334365 260.91447238875844 38330.36150371845 -5903.5145758870449 -3697.4807477678573 92506.856529017852 5131.1214818954468 -5363.3215404283683 -9779.3915167429004 50120.755311362263 70448.140017361118 17382.458639073717 21936.4990234375 -9117.0122704039222 131167.72587425596 -26805.923929319521 18460.365558938422 -90003.824684361054 2755.5786295572921 10152.092601906574 54706.070176068475 104422.35976562501 -10796.717462628932 21544.87353405368 -22910.871130288055 23425.177271154545 -32334.180838815795 -2369.3161687840925 22074.202100623108 -69552.830061141314 3453.9740547824094
leaf_weight=4004864 62342 104 600 35 28 360 185 887 103 36 209 26 188 21 414 102 28 24 193 68 20 765 155 147 151 95 951 289 23 391
leaf_count=4004864 62342 104 600 35 28 360 185 887 103 36 209 26 188 21 414 102 28 24 193 68 20 765 155 147 151 95 951 289 23 391
internal_value=0 238.58 30.1311 -11443.2 39060 2719.21 5586.15 -1059.92 9538.57 14986.1 7637.72 14837 12846.8 17976.2 -14114.6 -22450.7 -30809.4 2344.81 10509.3 21760 57799.9 -3571.59 2515.66 -1401.38 3816.27 -2691.3 1189.41 14944.3 -32629.4 11367.6
internal_weight=0 68940 63596 1254 63 5344 3671 1369 2302 482 2199 1039 993 805 1191 591 442 149 446 261 46 1673 908 753 606 455 1160 784 47 680
internal_count=4073804 68940 63596 1254 63 5344 3671 1369 2302 482 2199 1039 993 805 1191 591 442 149 446 261 46 1673 908 753 606 455 1160 784 47 680
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 4 4 3 6 5 0 3 6 6 6 4 6 4 6 4 6 4 3 6 3 6 6 6 3
split_gain=3.67183e+11 1.06639e+13 2.33655e+13 3.03208e+13 2.89424e+13 2.41231e+13 1.8394e+13 2.00369e+13 1.93101e+13 1.66983e+13 1.57943e+13 2.3842e+13 2.21949e+13 1.39078e+13 4.5803e+13 1.7369e+13 2.17659e+13 1.92034e+13 2.72529e+13 1.37234e+13 1.32487e+13 1.24786e+13 3.41826e+13 1.22344e+13 2.05041e+13 1.21067e+13 1.14433e+13 1.13405e+13 2.26373e+13 3.08895e+13
threshold=82.92647190000001 82.918694400000007 55.030407050000001 55.061158000000006 9.5000000000000018 21.500000000000004 10.500000000000002 15.500000000000002 12.500000000000002 44.010000000000012 2.5000000000000004 55.026775150000006 5.5000000000000009 72.50500000000001 63.005000000000003 88.00500000000001 11.500000000000002 99.050000000000011 18.500000000000004 69.605000000000004 24.500000000000004 77.565000000000012 9.5000000000000018 5.5000000000000009 69.605000000000004 15.500000000000002 44.820000000000007 55.805000000000007 54.010000000000012 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 6 27 10 21 9 -9 -8 19 12 -12 14 -13 16 -15 18 -17 -6 25 23 -23 -4 -25 -5 -22 28 -3 -30
right_child=-2 2 3 20 5 -7 7 8 -10 -11 11 13 -14 15 -16 17 -18 -19 -20 -21 26 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.2745157921386476 61.136016544319368 1999.9126480030093 3861.3677316169324 -5907.2488997153196 -10498.103286787516 13099.651447687924 -2236.5937230603449 -3229.5113263165513 48566.357423930924 58604.164209683426 -14257.037291217672 -32878.183527698864 46139.905894886368 -89134.438848980411 64910.558171134166 73155.321946022726 -37471.778702614531 -44767.158439217033 -54467.167230902778 39482.82749720983 -25032.044836083529 670.60772378936076 -75185.984275886192 17013.112847911467 111435.09358723958 45450.313368517294 -107440.14593750001 -6307.7688151413895 -20804.56935546875 144499.05868389423
leaf_weight=3266650 791523 3370 1541 1962 2890 370 58 297 95 203 290 275 77 118 58 44 264 91 27 56 107 524 67 551 24 47 20 2159 20 26
leaf_count=3266650 791523 3370 1541 1962 2890 370 58 297 95 203 290 275 77 118 58 44 264 91 27 56 107 524 67 551 24 47 20 2159 20 26
internal_value=0 -14.743 -2620.47 2629.81 -5467.58 -11376.3 8551.94 23616.5 9323.06 45084 -13537.7 -22985.9 -1585.2 -31941.5 -15845.9 -41794.1 -53430.4 -14355.5 24622.8 -9548.02 -6685.9 4917.98 -7929.04 8506.16 20954.2 -4705.75 -38009.7 -634.598 2950.99 72627.9
internal_weight=0 3.28228e+06 15631 5496 10135 4560 3360 653 392 261 4190 1244 367 877 333 544 382 162 71 2946 2136 2707 591 2116 575 2009 127 5575 3416 46
internal_count=4073804 3282281 15631 5496 10135 4560 3360 653 392 261 4190 1244 367 877 333 544 382 162 71 2946 2136 2707 591 2116 575 2009 127 5575 3416 46
is_linear=0
shrinkage=0.1


Tree=4388
num_leaves=31
num_cat=0
split_feature=6 0 0 5 6 1 0 6 6 3 3 4 1 1 6 4 4 3 3 6 3 6 1 6 6 1 6 3 3 4
split_gain=3.72175e+11 4.25183e+12 1.09201e+13 1.75542e+13 2.09978e+13 3.9488e+13 3.16966e+13 2.89779e+13 2.39335e+13 4.29731e+13 2.95198e+13 4.90706e+13 3.69152e+13 2.33354e+13 2.48314e+13 2.2443e+13 2.23265e+13 1.88195e+13 1.81179e+13 1.61128e+13 1.52903e+13 2.40546e+13 1.936e+13 1.53786e+13 4.20758e+13 3.41698e+13 1.65202e+13 1.87706e+13 1.50571e+13 5.714e+13
threshold=62.375000000000007 57.174562350000009 57.14107305000001 2.5000000000000004 83.820000000000007 65.574968200000015 57.15297970000001 79.710000000000022 101.02000000000002 3.5000000000000004 3.5000000000000004 7.5000000000000009 65.534455000000023 65.534455000000023 90.045000000000016 10.500000000000002 18.500000000000004 19.500000000000004 21.500000000000004 65.805000000000021 8.5000000000000018 73.995000000000019 65.64204770000002 128.05000000000004 122.65000000000002 65.534455000000023 138.05000000000004 9.5000000000000018 6.5000000000000009 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 -2 4 7 8 -7 16 10 -10 12 -12 -6 14 -13 -9 -4 20 -19 -18 21 22 -5 24 -22 -25 -27 -28 -23 -30
right_child=1 -3 3 17 5 6 -8 15 9 -11 11 13 -14 -15 -16 -17 19 18 -20 -21 23 28 -24 25 -26 26 27 -29 29 -31
leaf_value=-18.139157190222466 95.113547532371285 -420.21080542156926 12698.252704514423 -14414.854106658835 43753.972691761366 4768.162258184524 -113545.43954133066 2577.5183749798648 -62920.660304418103 49837.840055941364 164150.13211805557 27327.991175717216 180297.17092013892 -907.92625469738925 141078.14019252232 -46664.92446882173 19734.197818559922 96111.749892578126 3121.4840376420457 -19558.35412651248 -7837.4384595693018 3455.0776652396744 9586.7887396568385 52829.466521139715 101543.45889756945 -94150.656685144757 -80782.1298828125 23807.190250211148 32119.020915859743 -35042.468633801429
leaf_weight=2995108 904162 162994 2499 1212 44 84 31 194 58 81 27 61 36 158 28 177 140 40 44 410 1522 3225 465 34 36 68 32 37 639 158
leaf_count=2995108 904162 162994 2499 1212 44 84 31 194 58 81 27 61 36 158 28 177 140 40 44 410 1522 3225 465 34 36 68 32 37 639 158
internal_value=0 50.3652 134.127 3190.86 8517.1 25641 -27125.1 5472.85 37949.6 2787.53 51756.1 36152.5 105198 22160.9 63114.6 -20915.5 8683.76 334.88 47402.6 -9556.61 -197.388 2301.64 -7759.66 -8434.48 -5310.02 -36901.8 -59170.9 -24698 6496.76 18804.7
internal_weight=0 1.0787e+06 915702 11540 4028 608 115 3420 493 139 354 274 80 247 89 371 3049 7512 84 550 7428 5699 1677 1729 1558 171 137 69 4022 797
internal_count=4073804 1078696 915702 11540 4028 608 115 3420 493 139 354 274 80 247 89 371 3049 7512 84 550 7428 5699 1677 1729 1558 171 137 69 4022 797
is_linear=0
shrinkage=0.1


Tree=4389
num_leaves=31
num_cat=0
split_feature=3 4 0 6 5 3 0 6 1 1 0 5 1 1 6 6 1 0 6 1 6 1 6 5 5 6 0 0 6 0
split_gain=3.52726e+11 3.4323e+12 8.6897e+12 1.40668e+13 1.47862e+13 1.34465e+13 1.08755e+13 9.70413e+12 9.65427e+12 2.28603e+13 2.7503e+13 1.54983e+13 1.52963e+13 2.15395e+13 8.56181e+12 1.64268e+13 3.0393e+13 1.58832e+13 1.5471e+13 1.48908e+13 2.42868e+13 1.65031e+13 2.75904e+13 1.42739e+13 1.50217e+13 1.85573e+13 1.13912e+13 2.09704e+13 2.06685e+13 3.92187e+13
threshold=7.5000000000000009 8.5000000000000018 44.685196900000008 40.905000000000008 1.5000000000000002 9.5000000000000018 43.6005307 168.45000000000002 38.066230450000006 39.723160900000003 43.687280500000007 1.5000000000000002 39.908802000000009 42.186961750000002 68.00500000000001 81.705000000000013 30.277905650000005 59.963561900000009 88.825000000000003 39.008519500000006 86.920000000000016 37.503969450000007 82.00500000000001 1.5000000000000002 2.5000000000000004 78.010000000000005 55.791814000000009 55.812023600000011 55.805000000000007 55.649510000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -5 10 -10 -12 -11 -14 26 16 23 -18 19 20 21 22 -17 -16 25 -25 28 -28 -4 -30
right_child=1 -3 7 5 -6 -7 -8 -9 9 12 11 -13 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-19.631897900492259 70146.597282608695 55.717185329212931 117.23628208306687 6624.4502653952213 -56205.451882102272 24972.737449596774 4255.6458096590914 57768.59378487723 -155822.78335336538 41655.169577752975 -80795.956110491068 -8760.0262634277351 -95162.619476996537 -11722.443293678978 1265.2541165865387 61052.151814516139 -13423.032935152591 53288.115439967107 -5851.2514840324229 -12459.953444602274 124849.54817708333 74400.526552483978 -68497.391662946422 -68272.705640243905 -22602.790421268859 -178990.35390625001 -51503.103897471912 -1844.6917414898276 7570.8543152894999 69017.665412825983
leaf_weight=2818986 46 1248661 1356 85 22 62 55 28 26 42 56 64 36 220 26 31 587 38 563 66 30 39 35 41 29 24 89 1911 411 139
leaf_count=2818986 46 1248661 1356 85 22 62 55 28 26 42 56 64 36 220 26 31 587 38 563 66 30 39 35 41 29 24 89 1911 411 139
internal_value=0 44.1036 -2311.16 -12683.8 18083.6 -19087.1 34265.4 -950.508 -24251 -30161.9 -62579.5 -42376.8 -14279.4 -23456.2 -1254.13 -7651.56 -18217.3 -9367 2651.44 26467.5 45498.6 22826.9 -7648.36 -64312.8 -82451.4 -109153 1217.38 -4054.49 6749.24 23100.1
internal_weight=0 1.25482e+06 6157 714 123 591 101 5443 529 444 146 120 298 256 5415 1509 745 625 764 201 135 105 66 120 94 65 3906 2000 1906 550
internal_count=4073804 1254818 6157 714 123 591 101 5443 529 444 146 120 298 256 5415 1509 745 625 764 201 135 105 66 120 94 65 3906 2000 1906 550
is_linear=0
shrinkage=0.1


Tree=4390
num_leaves=31
num_cat=0
split_feature=1 5 6 4 0 6 4 6 6 6 3 4 7 4 6 6 6 4 6 3 3 3 1 0 3 6 6 3 3 6
split_gain=3.49235e+11 3.09292e+12 8.61947e+12 1.51795e+13 1.50962e+13 2.6654e+13 1.33662e+13 2.21343e+13 2.3248e+13 2.66397e+13 2.66637e+13 1.82518e+13 1.38612e+13 3.11913e+13 1.63292e+13 2.19536e+13 2.06914e+13 1.9225e+13 2.86188e+13 2.75756e+13 1.92088e+13 2.85358e+13 1.76244e+13 1.74626e+13 1.58483e+13 2.42342e+13 2.29028e+13 2.27775e+13 2.47026e+13 2.83967e+13
threshold=30.260128500000004 2.5000000000000004 64.015000000000015 6.5000000000000009 60.01610465000001 52.990000000000002 17.500000000000004 65.805000000000021 66.50500000000001 69.605000000000004 3.5000000000000004 21.500000000000004 6.0000000000000009 19.500000000000004 86.030000000000015 98.020000000000024 81.705000000000013 18.500000000000004 105.00500000000001 11.500000000000002 5.5000000000000009 13.500000000000002 30.242318500000007 60.01610465000001 3.5000000000000004 83.010000000000005 110.01500000000001 12.500000000000002 9.5000000000000018 80.030000000000015
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 -3 -5 -6 -4 -8 -9 10 -10 -12 13 14 16 20 -11 19 -19 -17 -16 23 -18 -22 25 -15 -27 28 -26 -30
right_child=-2 2 6 4 5 -7 7 8 9 12 11 -13 -14 24 15 17 22 18 -20 -21 21 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-97.325933717015246 -5.3954153048259048 -654.31244622302029 -994.77315612525911 6298.5792263513476 -40513.841328125003 33179.402619211301 81869.477343750012 -79417.330362215915 -30344.452501860123 32849.188917333428 28224.853281250005 150001.77163085938 -1217.4320825015091 25035.084001302086 27901.519738051473 42702.854509943187 355.20189112103179 -533.07143930288464 156422.97261904762 -74429.694151182441 215518.29062500002 36278.023794642861 -101920.30991847826 97228.631911057688 7134.7237468712083 -59972.901953125001 52518.989136904762 -4576.0440364933356 99083.630043739002 23449.2748996804
leaf_weight=104202 3940012 2828 18855 2372 55 456 37 33 21 176 20 32 2540 75 51 44 63 26 21 37 24 35 23 26 515 131 21 837 71 165
leaf_count=104202 3940012 2828 18855 2372 55 456 37 33 21 176 20 32 2540 75 51 44 63 26 21 37 24 35 23 26 515 131 21 837 71 165
internal_value=0 158.888 1061.15 4551.11 9657.22 25247.6 226.483 4809.84 4238.11 4795.36 64757.8 103164 3898.57 9449.46 30891.3 48443.7 13204.8 18719.1 69596.2 -10802.1 76419.8 105531 -26997.6 154008 3235.47 -21479.8 -44431.3 6768.45 19412.1 46203.7
internal_weight=0 133792 29590 5711 2883 511 23879 5024 4987 4954 73 52 4881 2341 526 264 262 128 47 81 136 85 86 50 1815 227 152 1588 751 236
internal_count=4073804 133792 29590 5711 2883 511 23879 5024 4987 4954 73 52 4881 2341 526 264 262 128 47 81 136 85 86 50 1815 227 152 1588 751 236
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=31
num_cat=0
split_feature=4 0 1 1 0 0 4 0 6 4 5 3 6 6 6 1 6 1 6 6 6 6 1 6 0 0 0 6 6 6
split_gain=3.63606e+11 2.63143e+12 1.24728e+13 2.2489e+13 5.90992e+13 3.55714e+13 5.64362e+13 3.5346e+13 2.87289e+13 2.37464e+13 6.22211e+13 3.03626e+13 4.16779e+13 6.52327e+13 2.46837e+13 2.24596e+13 4.77038e+13 2.79482e+13 5.79457e+13 2.1441e+13 2.1271e+13 3.9145e+13 2.01389e+13 7.62427e+13 2.54501e+13 2.14987e+13 3.60928e+13 1.88567e+13 2.7322e+13 2.65644e+13
threshold=5.5000000000000009 59.898927250000007 30.425503950000003 30.277905650000005 59.764576050000009 59.699368850000006 3.5000000000000004 59.838047850000002 45.605000000000011 3.5000000000000004 3.5000000000000004 2.5000000000000004 62.375000000000007 68.515000000000015 89.00500000000001 30.345769800000003 60.605000000000011 30.389265100000003 80.720000000000013 80.030000000000015 122.65000000000002 149.05000000000004 30.452677500000004 101.02000000000002 59.699368850000006 59.764576050000009 59.699368850000006 60.910000000000004 106.49500000000002 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 7 5 6 -5 -1 -6 10 11 12 -7 -14 -15 27 -17 18 -18 -19 -9 -22 23 25 -25 26 -4 29 -29 -10
right_child=-2 -3 22 4 8 9 -8 20 15 -11 -12 -13 13 14 -16 16 17 19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2385.5876734340245 -18.680971044336268 661.50519229790723 9753.3189364927603 -81162.212900309925 -6289.8499278079034 29302.080449300134 -5378.1043105262188 6516.7325570227376 -11438.603546616498 3477.3616324695431 -131335.73593749999 -11318.813392052285 274963.04507812503 24980.140602289248 159450.39851562501 -19773.331973736102 -67733.621632434471 -64459.18501506024 -236604.97908653846 27072.782896959463 89569.376456925689 -57400.950292968751 53.253493975651025 56331.408906250006 207675.57575000002 -2610.3984581716441 74992.105113962156 11026.713158421915 -83292.727033025585 -50496.334773651542
leaf_weight=14157 2928705 65845 382 121 3841 150 523 4821 850 4337 22 78 20 43 20 858 93 83 26 37 74 24 1047085 20 25 760 109 443 33 219
leaf_count=14157 2928705 65845 382 121 3841 150 523 4821 850 4337 22 78 20 43 20 858 93 83 26 37 74 24 1047085 20 25 760 109 443 33 219
internal_value=0 47.7784 10.3351 -1970.69 -5402.74 2415.02 -19617 151.757 -11810.8 5453.27 31187.6 42684.4 60762.8 117619 67669.1 -19837.3 -30779.3 -70290.3 -104630 -36236.8 7454.3 53576.6 68.673 12526.6 140412 7926.46 24236.1 -12068.2 4487.76 -19440.1
internal_weight=0 1.1451e+06 1.07925e+06 30873 11797 5314 644 19076 6483 4670 333 311 233 83 63 2642 1097 239 119 120 4919 98 1.04838e+06 1296 45 1251 491 1545 476 1069
internal_count=4073804 1145099 1079254 30873 11797 5314 644 19076 6483 4670 333 311 233 83 63 2642 1097 239 119 120 4919 98 1048381 1296 45 1251 491 1545 476 1069
is_linear=0
shrinkage=0.1


Tree=4392
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 4 3 6 6 7 6 5 5 6 6 6 6 7 4 0 6 3 6 5 6 4 6 6 4 3
split_gain=4.84727e+11 3.54969e+12 1.03422e+13 3.81172e+13 3.52955e+13 2.64752e+13 3.8445e+13 3.61071e+13 4.11625e+13 2.19045e+13 2.26649e+13 4.2226e+13 3.6433e+13 2.18447e+13 2.12478e+13 2.02676e+13 1.73281e+13 4.6704e+13 1.60937e+13 2.01077e+13 4.29017e+13 3.27964e+13 2.46552e+13 1.99913e+13 1.47976e+13 1.74945e+13 1.96194e+13 2.42626e+13 4.52182e+13 2.66564e+13
threshold=28.601854300000003 54.724612400000005 9.5000000000000018 54.73499850000001 8.5000000000000018 7.5000000000000009 6.5000000000000009 87.395000000000024 69.605000000000004 6.0000000000000009 70.00500000000001 2.5000000000000004 1.5000000000000002 101.02000000000002 69.015000000000015 67.00500000000001 83.820000000000007 6.0000000000000009 4.5000000000000009 54.932051950000009 125.02000000000002 5.5000000000000009 105.00500000000001 2.5000000000000004 125.02000000000002 2.5000000000000004 95.045000000000016 100.05000000000001 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 -1 3 4 5 24 16 8 -8 -6 12 -12 -11 -13 15 -5 -7 -18 -16 20 22 -22 23 -20 25 -3 -27 -28 29 -29
right_child=-2 2 -4 14 9 6 7 -9 -10 10 11 13 -14 -15 18 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-583.0712952806731 -3.2752355275773741 84587.914717741951 -2342.1797755892035 1155.5267224571467 7609.1565124402932 -28138.288062042891 -4285.0694196428576 -50870.482952473962 196170.46359375003 30919.629636243255 -7536.2121950414257 84708.030516620725 91355.399055627902 8261.1345868644075 7482.8097095336916 36518.117382224205 -202910.94093750001 -30279.53229166667 -80809.459273681641 -5335.3358065176708 -9178.987806152345 104511.98887867648 -110387.48443627451 -24587.85558742498 -22691.729174479169 3634.0726975594803 130321.43854166668 8345.9095927470444 -52001.569627192985 90891.771719691271
leaf_weight=18974 4037405 31 5199 6854 561 94 21 30 20 382 281 102 135 59 400 166 25 42 80 828 100 34 51 302 150 1240 24 74 57 83
leaf_count=18974 4037405 31 5199 6854 561 94 21 30 20 382 281 102 135 59 400 166 25 42 80 828 100 34 51 302 150 1240 24 74 57 83
internal_value=0 363.291 1393.78 2982.47 11958.6 2838.58 -28802.6 32497.3 93498.1 23304.6 32486.2 15859.6 46700.7 56693.3 -490.878 1991.74 -55835.5 -94694.2 -10200 -15270.4 -29778.7 19668 -45080.9 -36362 7263.38 10241 8681.66 34980 24287.5 51984.8
internal_weight=0 36399 17425 12226 3411 1891 232 71 41 1520 959 442 517 161 8815 7020 161 67 1795 1395 567 134 433 382 1659 1509 1478 238 214 157
internal_count=4073804 36399 17425 12226 3411 1891 232 71 41 1520 959 442 517 161 8815 7020 161 67 1795 1395 567 134 433 382 1659 1509 1478 238 214 157
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=31
num_cat=0
split_feature=1 7 0 6 4 4 6 6 6 6 6 0 3 6 4 6 3 3 6 6 4 6 5 4 4 6 3 4 4 4
split_gain=3.92629e+11 3.69927e+12 1.34633e+13 2.1239e+13 1.98014e+13 2.40492e+13 1.62018e+13 2.8098e+13 1.3773e+13 1.3533e+13 1.33842e+13 1.08836e+13 3.59093e+13 2.84646e+13 1.76677e+13 1.52962e+13 3.44029e+13 1.25807e+13 1.17429e+13 4.37995e+13 8.65383e+13 6.79815e+13 3.8537e+13 2.88452e+13 2.87457e+13 4.24294e+13 2.35347e+13 5.07624e+13 3.64303e+13 3.6201e+13
threshold=28.601854300000003 6.0000000000000009 54.707511300000007 85.020000000000024 14.500000000000002 15.500000000000002 91.02500000000002 95.045000000000016 61.805000000000007 83.820000000000007 39.355000000000011 54.724612400000005 6.5000000000000009 96.050000000000011 11.500000000000002 89.00500000000001 7.5000000000000009 7.5000000000000009 94.02500000000002 75.605000000000004 9.5000000000000018 71.030000000000015 2.5000000000000004 4.5000000000000009 7.5000000000000009 73.995000000000019 3.5000000000000004 7.5000000000000009 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 2 3 4 9 -6 -5 -8 -7 10 -1 12 18 15 -13 -14 -17 -15 19 21 23 -4 -22 -21 -23 -26 27 -20 -28 -29
right_child=-2 -3 11 6 5 8 7 -9 -10 -11 -12 14 13 17 -16 16 -18 -19 26 20 22 24 -24 -25 25 -27 28 29 -30 -31
leaf_value=6391.5804516157741 -2.9477050990693692 -570.55678566908966 -3404.9538151278534 -84718.843473614397 107432.91047733191 -4087.7473516667933 83863.038494318185 -40426.194743303575 81501.009638247284 66653.848257211546 -10794.272255128484 2237.5097822715843 27242.125291560864 -82022.039843750012 -13350.960721129986 170382.11025000003 27180.08587622549 364.9149614778903 2109.5392986918605 -19358.940259974213 2112.005859375 26017.335141509437 125774.69171006946 -85323.455186806968 173735.62252906978 31552.891549161584 15677.494035456732 133145.23738839288 -56579.071834077389 29679.196955265415
leaf_weight=633 4037405 20305 1297 53 33 103 22 105 23 26 1595 8995 763 20 791 25 51 253 258 103 84 106 36 186 43 41 208 63 105 73
leaf_count=633 4037405 20305 1297 53 33 103 22 105 23 26 1595 8995 763 20 791 25 51 253 258 103 84 106 36 186 43 41 208 63 105 73
internal_value=0 326.962 1459.32 -5140.41 -2668.55 31438.8 -38277 -18895.8 11535.6 -5074.53 -5911.58 2726.86 7335.01 22377.1 977.498 31503.6 74286 -5670.76 909.022 -3192.47 -32173.2 4778.69 39210.8 -61813.6 60642.8 104337 11908.2 28170 -8561.93 77608.3
internal_weight=0 36399 16094 2593 2413 159 180 127 126 2254 2228 13501 3715 1112 9786 839 76 273 2603 1896 409 1487 120 289 190 84 707 394 313 136
internal_count=4073804 36399 16094 2593 2413 159 180 127 126 2254 2228 13501 3715 1112 9786 839 76 273 2603 1896 409 1487 120 289 190 84 707 394 313 136
is_linear=0
shrinkage=0.1


Tree=4394
num_leaves=31
num_cat=0
split_feature=5 3 1 1 6 4 1 1 4 6 5 0 0 4 4 1 1 6 4 1 6 2 2 4 1 1 6 3 4 3
split_gain=3.62371e+11 1.00121e+13 1.75981e+13 3.16191e+13 5.69922e+13 4.963e+13 2.09355e+13 1.87593e+13 1.72932e+13 1.64435e+13 1.62248e+13 1.56129e+13 2.0176e+13 1.52601e+13 2.71738e+13 3.55705e+13 6.97947e+13 2.66871e+13 2.1875e+13 2.06161e+13 2.53977e+13 2.25032e+13 2.60822e+13 1.75753e+13 1.64446e+13 1.55064e+13 1.37849e+13 1.33113e+13 1.77301e+13 1.29103e+13
threshold=3.5000000000000004 2.5000000000000004 39.908802000000009 39.803839700000005 116.05000000000001 4.5000000000000009 39.873894000000007 40.024897700000004 2.5000000000000004 76.605000000000004 4.5000000000000009 45.047736150000013 45.040161900000008 20.500000000000004 15.500000000000002 37.503969450000007 37.682335600000009 116.05000000000001 16.500000000000004 37.374856000000008 92.02500000000002 2632.5000000000005 75.000000000000014 17.500000000000004 39.023883200000007 30.303340300000002 94.02500000000002 1.5000000000000002 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 13 8 10 -7 9 -5 -4 -6 12 -9 14 -2 19 18 23 -17 21 -21 22 -16 26 -19 -15 -18 28 -11 -14
right_child=1 -3 7 4 5 6 -8 11 -10 27 -12 -13 29 25 15 16 17 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.2488958354299884 3066.219123564601 -395.67524439988432 24609.040920472758 58671.866344401045 202304.21171875001 90765.168465909097 -42989.603625000003 7364.325178310105 -974.75011844635014 46051.550810185188 93555.574609375006 -717.15607525660118 17911.494779829543 51964.405063100967 4377.2583199637284 215886.07536057691 -8099.9131449381521 6588.8727578125008 93239.232191051138 -142443.16986328128 -7897.2684217087772 -3136.0290835140677 143469.58497596157 129294.92822690218 -97159.540844726565 -29698.654823996803 59375.562234422636 -77749.046558277027 -61147.862109375004 122946.97102343751
leaf_weight=3951417 11945 88022 39 60 34 22 25 1703 256 27 23 19260 22 26 28 26 48 50 33 20 47 163 26 23 22 220 82 74 36 25
leaf_count=3951417 11945 88022 39 60 34 22 25 1703 256 27 23 19260 22 26 28 26 48 50 33 20 47 163 26 23 22 220 82 74 36 25
internal_value=0 169.467 1617.01 4486.19 31483.3 95694.4 19619 -167.793 10350.6 -32679.6 158423 104.557 9148.1 3597.51 4082.41 25452.8 50477.6 25092.1 147287 428.045 -48060.2 15399.1 71347.6 48717.5 -25112 -21067.6 34461.5 -48988 -15205.3 73781.4
internal_weight=0 122387 34365 13179 420 104 47 21186 316 176 57 21010 1750 12759 12513 568 284 225 59 284 67 217 54 153 72 246 130 137 63 47
internal_count=4073804 122387 34365 13179 420 104 47 21186 316 176 57 21010 1750 12759 12513 568 284 225 59 284 67 217 54 153 72 246 130 137 63 47
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=31
num_cat=0
split_feature=6 1 5 4 0 3 4 6 6 6 3 3 3 0 4 6 5 3 3 0 1 5 5 0 1 6 4 3 7 1
split_gain=3.94998e+11 3.12847e+12 6.44397e+12 2.17497e+13 2.30113e+13 1.85888e+13 1.0834e+13 1.15645e+13 1.1861e+13 6.28974e+12 1.21682e+13 1.92614e+13 1.37601e+13 1.51658e+13 1.85271e+13 9.22499e+12 1.77199e+13 1.84939e+13 1.91522e+13 1.46743e+13 7.75544e+12 7.60166e+12 7.57041e+12 2.0313e+13 4.49638e+13 2.59168e+13 1.86675e+13 1.4016e+13 2.57342e+13 3.02476e+13
threshold=87.395000000000024 30.315889700000003 1.5000000000000002 4.5000000000000009 59.882709350000006 4.5000000000000009 10.500000000000002 106.49500000000002 96.050000000000011 189.00000000000003 9.5000000000000018 5.5000000000000009 2.5000000000000004 59.950512650000007 5.5000000000000009 168.45000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 59.848366150000011 20.507515800000004 3.5000000000000004 4.5000000000000009 59.933037250000005 30.303340300000002 99.050000000000011 5.5000000000000009 5.5000000000000009 6.0000000000000009 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 15 11 12 21 14 20 22 -17 18 -18 -20 -14 -11 -4 24 -24 -25 -26 -27 29 -29
right_child=1 -3 9 4 6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 23 25 26 27 -28 28 -30 -31
leaf_value=7.8063968143526257 -82052.812202380956 -231.31375590359471 446.62706396564948 -109601.93878906251 55829.346984375006 8472.52197265625 23095.274269360176 16921.575078125003 159148.82828125 31958.716145833332 91733.865449218763 -72328.850562499996 39862.606932721821 111585.83580729167 94472.075810185182 37146.584454900571 -22903.448371611448 22434.405069247161 -162365.37766335229 -53227.988783482149 -26360.614168294269 -41728.154129464288 12434.876192748092 -81770.020205078123 159132.92207031252 12813.084570650542 48478.948906250007 -11865.077257812502 47309.3704864502 -140238.38518655713
leaf_weight=3832905 21 221346 17879 20 25 40 137 25 20 21 20 25 28 24 27 44 83 44 22 28 48 42 393 40 31 325 30 50 32 29
leaf_count=3832905 21 221346 17879 20 25 40 137 25 20 21 20 25 28 24 27 44 83 44 22 28 48 42 393 40 31 325 30 50 32 29
internal_value=0 -124.206 1088.28 15936 23642.9 -30885.6 39448.3 71453.6 101749 866.319 17126.2 10185.9 21043.2 39997.2 23316.4 665.527 -19646.4 -33764.4 -52356.5 -101248 -1962.59 -17165.9 904.186 9700.62 24833.5 -4732.81 104713 2334.83 -28344.7 -58989.5
internal_weight=0 240899 19553 288 267 60 207 70 45 19265 235 215 190 127 103 19030 221 177 133 50 76 63 18809 930 454 476 61 436 111 79
internal_count=4073804 240899 19553 288 267 60 207 70 45 19265 235 215 190 127 103 19030 221 177 133 50 76 63 18809 930 454 476 61 436 111 79
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=31
num_cat=0
split_feature=4 0 3 3 6 4 6 0 0 6 3 1 0 3 3 3 6 6 6 4 3 1 4 3 1 2 0 7 0 0
split_gain=3.42027e+11 3.5343e+12 8.11627e+12 2.20978e+13 1.1982e+13 1.72251e+13 7.24405e+12 5.19944e+12 1.00697e+13 2.18316e+13 1.46561e+13 9.69659e+12 1.62278e+13 6.76036e+12 5.69228e+12 4.8417e+12 4.20351e+12 4.17093e+12 1.27052e+13 1.40222e+13 6.18567e+12 1.66884e+13 3.2623e+13 1.2552e+13 1.24792e+13 6.21881e+12 2.73493e+13 1.52178e+13 8.18333e+12 9.39163e+12
threshold=25.500000000000004 43.6005307 10.500000000000002 6.5000000000000009 99.050000000000011 26.500000000000004 108.05000000000001 47.139841100000005 45.055912800000009 55.805000000000007 12.500000000000002 39.029038350000008 45.022979600000006 20.500000000000004 8.5000000000000018 11.500000000000002 48.410000000000004 105.00500000000001 106.49500000000002 26.500000000000004 12.500000000000002 30.362494150000003 26.500000000000004 9.5000000000000018 50.136929700000003 75.000000000000014 55.728148450000006 6.0000000000000009 55.034466500000008 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 14 -11 13 16 15 -10 -3 -13 -9 19 -19 23 22 -22 25 -25 26 -20 28 -27 -30
right_child=1 7 4 -5 6 -7 -8 17 9 10 -12 12 -14 -15 -16 -17 -18 18 20 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-3.8016479627850432 4832.0855902777785 -33871.601817602044 35195.109001358702 -120651.1084663723 85056.35109375001 -79830.465000000011 5652.2880787037038 59.621376114863473 -22013.282971938777 121996.26519886365 25422.031162109375 20482.198134142291 97750.440546875005 -78519.212070312511 19263.983607235863 15241.860133272061 -20973.577372951135 81933.172620738638 23378.206873224433 5229.6658954326922 -151050.89293154763 1036.8681937697738 27404.376132812504 24969.512048611112 108987.13412642047 -10651.756747159092 -91775.035061553033 -3161.5185018957377 117462.26750000002 37816.358790775768
leaf_weight=4004864 36 49 23 23 20 30 27 66609 49 33 30 47 20 20 105 34 51 44 55 52 21 1047 20 90 22 22 33 251 20 57
leaf_count=4004864 36 49 23 23 20 30 27 66609 49 33 30 47 20 20 105 34 51 44 55 52 21 1047 20 90 22 22 33 251 20 57
internal_value=0 220.845 -14671.1 -44085.1 2683.12 -29913.7 39441.3 255.271 11115.9 26417.5 76008.5 -3908.82 15661.2 -26328.8 6130.31 -13752.8 -1091.73 185.667 5027.52 40385.4 2955.26 -1413.95 -63999.5 11598.4 41473 3959.19 -19804.3 9933.99 43135.7 58503.6
internal_weight=0 68940 159 59 100 53 47 68781 438 217 63 221 118 103 154 83 98 68343 1734 96 1638 1088 41 550 112 438 88 350 99 77
internal_count=4073804 68940 159 59 100 53 47 68781 438 217 63 221 118 103 154 83 98 68343 1734 96 1638 1088 41 550 112 438 88 350 99 77
is_linear=0
shrinkage=0.1


Tree=4397
num_leaves=31
num_cat=0
split_feature=1 6 5 0 0 1 0 3 6 4 6 3 1 6 6 0 6 1 1 6 4 6 4 0 0 6 1 6 2 1
split_gain=3.40335e+11 2.38815e+12 7.59486e+12 2.41629e+13 3.15794e+13 3.7447e+13 3.07148e+13 2.95106e+13 2.86965e+13 2.44651e+13 1.73814e+13 1.54021e+13 3.90085e+13 1.84948e+13 1.49751e+13 1.41641e+13 1.37495e+13 2.88176e+13 3.1868e+13 1.65082e+13 1.31728e+13 2.08904e+13 1.30577e+13 1.29228e+13 1.98807e+13 1.29107e+13 2.85016e+13 1.5549e+13 1.38309e+13 1.68238e+13
threshold=82.860505900000007 41.365000000000002 1.5000000000000002 55.030407050000001 55.043091000000011 82.956351500000011 55.034466500000008 8.5000000000000018 42.605000000000011 17.500000000000004 58.305000000000007 7.5000000000000009 82.93515810000001 41.990000000000002 53.995000000000012 55.039488700000007 67.00500000000001 82.966990000000024 82.911604200000014 122.65000000000002 24.500000000000004 41.990000000000002 19.500000000000004 55.012854300000008 54.947152850000002 43.010000000000012 82.973036600000015 42.005000000000003 9236.5000000000018 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 3 20 5 6 -5 11 -7 -9 15 13 -13 -8 -11 -10 -6 18 -18 -19 23 -22 -15 24 -3 26 27 -4 -28 -30
right_child=1 2 25 4 16 8 7 9 10 14 -12 12 -14 22 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-15.407766685320354 307.04553026219781 -278.50206596263212 12935.054181610831 32956.731521966263 -1844.2719258157945 -5672.1546565863246 -42555.36501116072 35082.336405356931 -33767.083564616849 -148.80601153235219 -104101.61579589844 -17746.32191019144 -130892.38286830357 17092.238256460336 -70148.610892857148 -1752.420374336243 -23398.868387276787 -29591.799956223062 -184230.73801491479 46749.55985398066 50382.515638111261 5279.3405889281939 -20945.445066034226 679.50199895805508 -4572.2774793435337 22.539638644143192 2606.7332841824391 4022.479748197562 2002.7770429692309 -8778.3253033155361
leaf_weight=3172333 264141 40031 2783 229 15744 678 147 231 1014 241 32 111 42 195 35 160 28 87 22 42 108 2089 168 61156 14759 478438 6256 6599 2540 3365
leaf_count=3172333 264141 40031 2783 229 15744 678 147 231 1014 241 32 111 42 195 35 160 28 87 22 42 108 2089 168 61156 14759 478438 6256 6599 2540 3365
internal_value=0 54.2209 -50.5621 -709.193 -3998.82 -12929 -535.212 -7090.47 -22132.3 11070.9 -31386 -20978.6 -48806 -12630.4 -9025.59 -29403.9 -2157.6 -29716.5 -94164.9 -4736.47 -174.411 7496.52 -511.979 -319.764 -1435.13 130.369 2525.1 6666.23 -669.705 -4140.9
internal_weight=0 901471 637330 137349 19206 3283 1399 1170 1884 507 1206 663 153 510 276 1174 15923 179 50 129 118143 2197 363 115946 54790 499981 21543 9382 12161 5905
internal_count=4073804 901471 637330 137349 19206 3283 1399 1170 1884 507 1206 663 153 510 276 1174 15923 179 50 129 118143 2197 363 115946 54790 499981 21543 9382 12161 5905
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=31
num_cat=0
split_feature=0 7 6 0 4 0 1 6 1 1 0 1 6 4 3 4 6 6 6 1 6 6 1 1 4 4 0 1 5 6
split_gain=3.41093e+11 3.3633e+12 8.71598e+12 1.40494e+13 1.89496e+13 1.87841e+13 2.38363e+13 1.43822e+13 1.63098e+13 1.91536e+13 1.41002e+13 1.29979e+13 1.08017e+13 1.07216e+13 1.02407e+13 9.95009e+12 1.22977e+13 2.48186e+13 2.53554e+13 1.26322e+13 1.12757e+13 1.05682e+13 9.38722e+12 9.08563e+12 2.80705e+13 1.21559e+13 2.48742e+13 1.40084e+13 3.52286e+13 3.37528e+13
threshold=45.073441650000007 6.0000000000000009 64.805000000000021 45.001720900000002 17.500000000000004 45.055912800000009 41.912736000000002 59.505000000000003 38.948208550000011 38.97264950000001 45.022979600000006 38.989878900000008 60.605000000000011 14.500000000000002 12.500000000000002 23.500000000000004 60.605000000000011 43.605000000000011 40.905000000000008 39.044653900000007 41.005000000000003 62.010000000000012 39.018051150000005 38.011626600000007 16.500000000000004 19.500000000000004 45.055912800000009 38.97264950000001 1.5000000000000002 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -10 22 -7 -13 -8 -11 21 17 18 -17 -19 -20 -3 -6 24 -4 26 27 28 -25 -30
right_child=-2 2 23 4 10 11 13 8 9 14 -12 12 -14 -15 -16 16 -18 19 20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=197.19874169299035 -10.412896119063404 269.263735009551 -11680.538473986569 -9361.5203372593442 -27283.204514653022 -11488.871627264987 23388.456714118016 29582.271945034732 -117995.30831705731 -32111.445252141508 1352.0931817244909 6602.8388506964902 -14598.248908968637 -2182.1141608457515 9255.560858242754 5811.4990008564419 42052.473041449652 27047.528838641825 94883.223015625001 -21479.595798395512 36106.662750633724 -8836.3367107853228 -5292.7833915980445 124414.53429129464 12238.777289119113 -3145.5077432124335 17065.418197789688 1142.1539833728243 1793.3695069029172 55242.574650930852
leaf_weight=392688 3606732 26911 1698 6085 213 703 292 49 24 451 9288 2007 273 374 69 313 108 65 50 307 94 1338 2190 28 690 4086 1160 14648 729 141
leaf_count=392688 3606732 26911 1698 6085 213 703 292 49 24 451 9288 2007 273 374 69 313 108 65 50 307 94 1338 2190 28 690 4086 1160 14648 729 141
internal_value=0 80.4084 -536.151 -1264.47 -3171.58 -6292.98 -9011.1 -10810.2 -25676.2 -30653.5 -414.359 398.893 4064.29 9029.01 -26622.4 174.256 10312.4 6177.37 21788.2 -13000.4 56515.2 -162.019 -7242 1072.69 -4769.18 1743.64 2939.44 1885.4 14009.1 10455.8
internal_weight=0 467072 74384 51204 22018 10327 7344 6678 593 544 11691 2983 2280 666 520 29186 937 829 457 372 144 28249 2403 23180 2388 20792 16706 15546 898 870
internal_count=4073804 467072 74384 51204 22018 10327 7344 6678 593 544 11691 2983 2280 666 520 29186 937 829 457 372 144 28249 2403 23180 2388 20792 16706 15546 898 870
is_linear=0
shrinkage=0.1


Tree=4399
num_leaves=31
num_cat=0
split_feature=6 1 5 4 0 4 4 0 6 4 6 3 3 0 1 0 0 6 5 3 3 0 4 5 0 1 6 4 6 6
split_gain=3.75511e+11 2.61364e+12 5.21586e+12 1.79156e+13 4.19231e+13 1.64779e+13 1.0255e+13 8.90358e+12 1.05908e+13 1.05488e+13 5.08015e+12 1.04367e+13 2.1648e+13 1.15176e+13 8.69227e+12 1.62372e+13 1.52644e+13 7.47637e+12 1.43531e+13 1.498e+13 1.55133e+13 1.18862e+13 7.32968e+12 7.63216e+12 1.90663e+13 3.82445e+13 2.12503e+13 1.86183e+13 1.19742e+13 2.89591e+13
threshold=87.395000000000024 30.315889700000003 1.5000000000000002 5.5000000000000009 59.990753350000013 8.5000000000000018 20.500000000000004 59.990753350000013 104.01000000000001 12.500000000000002 189.00000000000003 8.5000000000000018 5.5000000000000009 59.950512650000007 30.084656550000002 54.724612400000005 54.73499850000001 168.45000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 59.848366150000011 2.5000000000000004 4.5000000000000009 59.933037250000005 30.303340300000002 99.050000000000011 5.5000000000000009 106.49500000000002 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 -5 7 9 -9 -7 17 12 13 14 15 -12 -17 22 -19 20 -20 -22 -4 -24 25 28 -26 -27 -25 -30
right_child=1 -3 10 5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 23 24 26 27 -28 -29 29 -31
leaf_value=7.6114030193259143 -151867.511875 -219.00234122014996 -19910.068686039493 102219.43950000001 39152.387934027778 -17859.804827425374 -41184.871954571761 113242.52837960381 26604.169317768894 40391.43650828395 -20764.524967447916 77886.647851562506 -88053.231324404769 65877.727191310987 -30691.852751736111 128541.94289062501 19581.881076388887 33434.887504300204 -20610.14140602939 20193.92723721591 -146125.87812500002 -47902.227678571428 555.10217818075523 55762.242626953128 -73590.0546875 155044.08654947917 2612.0249796738735 43634.013697916671 -39773.776083279641 26143.285827923271
leaf_weight=3832905 20 221346 169 25 27 67 27 21 43 58 48 24 21 41 45 20 36 44 83 44 22 28 17744 56 40 30 430 30 97 213
leaf_count=3832905 20 221346 169 25 27 67 27 21 43 58 48 24 21 41 45 20 36 44 83 44 22 28 17744 56 40 30 430 30 97 213
internal_value=0 -121.104 987.138 14345.2 -42132.7 25359.6 16463.8 24699.3 55032.4 9168.77 787.443 15400.4 8293.01 18941.8 6026.55 21914.3 58496.2 606.988 -17678.8 -30385 -47117.8 -91120.6 821.84 1009.81 10014.6 25336.8 -3873.26 99339.1 13205.3 5517.62
internal_weight=0 240899 19553 288 47 241 216 189 64 125 19265 235 211 190 149 104 56 19030 221 177 133 50 18809 18640 896 426 470 60 366 310
internal_count=4073804 240899 19553 288 47 241 216 189 64 125 19265 235 211 190 149 104 56 19030 221 177 133 50 18809 18640 896 426 470 60 366 310
is_linear=0
shrinkage=0.1


Tree=4400
num_leaves=31
num_cat=0
split_feature=2 5 1 4 6 0 0 3 0 0 0 6 0 1 1 3 0 7 6 1 4 1 1 0 3 6 3 5 6 1
split_gain=3.43874e+11 2.82015e+12 7.05869e+12 1.66143e+13 1.6494e+13 8.93699e+12 8.93482e+12 7.64819e+12 1.62549e+13 2.61835e+13 1.97467e+13 3.01754e+13 2.02115e+13 1.97448e+13 1.86859e+13 1.4154e+13 2.35555e+13 2.0053e+13 1.97499e+13 1.39741e+13 1.36277e+13 1.56507e+13 1.86119e+13 1.62537e+13 1.47309e+13 1.5228e+13 1.19855e+13 3.65672e+13 2.60292e+13 2.00266e+13
threshold=451.00000000000006 3.5000000000000004 38.893394150000006 5.5000000000000009 92.02500000000002 55.812023600000011 55.801384500000005 12.500000000000002 55.775215600000003 55.721784200000009 55.883833400000007 112.00500000000001 55.897267000000006 37.488790500000007 37.563506350000004 11.500000000000002 55.783232450000007 6.0000000000000009 106.49500000000002 37.586700500000006 22.500000000000004 37.534144550000008 37.740454950000007 55.840017500000009 19.500000000000004 91.02500000000002 14.500000000000002 4.5000000000000009 118.04500000000002 37.71815560000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 15 9 26 11 20 -12 -14 -11 -3 18 -18 -17 -20 21 23 -23 -10 -22 -26 27 28 -9 -28
right_child=-2 2 3 4 -6 -7 -8 8 10 14 12 -13 13 -15 -16 16 17 -19 19 -21 24 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=36.841301764509716 -12.974171451050641 2234.4271051048336 18676.499455848108 14172.278578404017 -125464.85692934784 -72126.551636904755 -36936.658598632814 -22874.542673703458 -90977.582004957949 -15475.800209263392 50775.790346392467 14267.060198863637 -36409.061491109918 13959.524789574032 62369.509076980059 23153.877014160156 90876.712304357585 712.43247466216224 -6640.8722916666666 -113000.66413690476 -338.1156101869733 -147436.7744140625 -48326.00885416667 14742.808901515153 -16923.390239800348 -110968.90540364583 23093.913297413794 85936.321568080355 -131484.81228124999 -15913.143387942495
leaf_weight=664604 3396489 10491 104 28 23 21 40 188 26 42 68 110 145 168 116 128 74 37 30 21 89 40 36 33 36 33 290 28 25 241
leaf_count=664604 3396489 10491 104 28 23 21 40 188 26 42 68 110 145 168 116 128 74 37 30 21 89 40 36 33 36 33 290 28 25 241
internal_value=0 65.0608 1540.54 -16382.6 -55604.5 -22812.9 3228.4 1850.37 -4354.54 4586.81 -14961 -30392.2 1361.26 -9374.17 41676.5 2836.85 24630 60822 2186.91 -50436.1 -47158.4 -70489.7 -100490 -31845.8 -27223.5 -61901.7 -3004.08 -21499.2 -35622.2 5390.15
internal_weight=0 677315 12711 216 72 49 144 12495 1714 930 784 403 381 313 158 10781 290 111 179 51 293 135 76 59 158 69 772 241 213 531
internal_count=4073804 677315 12711 216 72 49 144 12495 1714 930 784 403 381 313 158 10781 290 111 179 51 293 135 76 59 158 69 772 241 213 531
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=31
num_cat=0
split_feature=6 5 4 2 2 3 4 0 0 3 6 3 3 3 3 1 0 4 0 4 2 3 4 1 1 3 3 0 6 6
split_gain=3.69804e+11 3.48132e+12 1.00412e+13 1.29322e+13 2.16612e+13 2.01786e+13 1.88077e+13 2.02849e+13 2.36942e+13 1.4994e+13 2.49475e+13 1.58681e+13 1.66138e+13 1.37238e+13 3.23256e+13 3.46827e+13 3.42614e+13 3.19575e+13 2.67971e+13 6.5331e+13 3.81733e+13 3.52578e+13 7.60192e+13 6.93265e+13 5.32939e+13 4.05304e+13 2.93777e+13 2.66655e+13 8.36034e+13 2.74834e+13
threshold=118.04500000000002 3.5000000000000004 20.500000000000004 3129.5000000000005 2911.0000000000005 9.5000000000000018 15.500000000000002 56.006509350000009 56.818587550000011 6.5000000000000009 134.05000000000004 2.5000000000000004 3.5000000000000004 8.5000000000000018 7.5000000000000009 37.543519500000009 55.462387050000011 16.500000000000004 45.059854000000009 11.500000000000002 2691.5000000000005 10.500000000000002 16.500000000000004 38.97264950000001 41.966773150000002 9.5000000000000018 12.500000000000002 45.053967500000006 128.05000000000004 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 11 -11 -10 -13 14 -2 16 -16 27 19 -15 -20 22 23 -22 -25 -26 -23 28 -17 -29
right_child=1 -3 -4 5 -6 -7 7 8 9 10 -12 12 -14 18 15 17 -18 -19 20 -21 21 26 -24 24 25 -27 -28 29 -30 -31
leaf_value=3.4958806322728577 -2041.9658764223038 501.19325311395869 3649.2762477409256 312.49244453882619 -14795.869390297166 11403.552255737799 -3170.6964608804883 -86873.286786684781 -41542.873511904763 -93608.164857219832 9823.4363431490401 91298.896454326925 -1791.2634069991441 -83548.731124250859 -136363.65968750001 110485.83687220982 4681.3332157258073 -46848.845530790444 -12571.288981354995 -10910.371990689706 -34509.29501736111 -43615.685057645635 -111430.318 171280.3410665761 -6129.090983072917 143603.44563577589 25198.481515424679 15030.268405877978 -56221.169930889424 110120.58199041193
leaf_weight=4019687 6973 28484 3786 8111 1666 1486 531 69 63 58 39 26 73 146 20 56 124 34 865 815 45 103 25 69 48 29 156 42 65 110
leaf_count=4019687 6973 28484 3786 8111 1666 1486 531 69 63 58 39 26 73 146 20 56 124 34 865 815 45 103 25 69 48 29 156 42 65 110
internal_value=0 -259.666 -1105.15 -1929.07 -4260.08 610.373 -1177.66 -15248.3 -34800.6 -20928 -52022.3 -2309.83 22656.7 -2455.18 -363.808 25582.5 -14908.2 44574.9 -9202.83 -21946 -63.9153 22712.7 52546.2 74009.1 107456 50263.7 -2167.77 55961 20932.5 83845.6
internal_weight=0 54117 25633 21847 11391 10456 8970 859 328 259 97 162 99 9725 7424 451 144 307 2301 961 1340 475 216 191 146 77 259 273 121 152
internal_count=4073804 54117 25633 21847 11391 10456 8970 859 328 259 97 162 99 9725 7424 451 144 307 2301 961 1340 475 216 191 146 77 259 273 121 152
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=31
num_cat=0
split_feature=6 1 4 1 0 5 3 0 4 0 1 5 3 3 0 0 0 3 4 1 4 0 0 1 2 0 0 3 1 0
split_gain=3.4703e+11 1.12288e+12 4.4107e+12 1.77928e+12 1.25491e+13 1.48411e+12 3.9407e+12 3.74259e+12 3.64207e+12 3.69275e+12 4.61431e+12 3.29146e+12 4.33376e+12 6.61556e+12 4.22505e+12 4.13821e+12 3.9773e+12 3.01706e+12 4.48982e+12 7.78263e+12 5.40493e+12 2.92605e+12 7.42617e+12 6.98357e+12 4.15682e+12 4.82615e+12 7.5094e+12 6.05913e+12 4.92682e+12 2.93326e+12
threshold=247.90000000000001 30.226173900000003 5.5000000000000009 30.323041000000003 59.950512650000007 2.5000000000000004 6.5000000000000009 57.892117950000006 8.5000000000000018 58.603553700000006 37.46219940000001 1.5000000000000002 5.5000000000000009 4.5000000000000009 55.622114900000007 47.234875100000004 56.115175650000005 15.500000000000002 14.500000000000002 39.135518400000002 9.5000000000000018 44.046956350000009 44.878071950000013 43.047633000000012 9236.5000000000018 55.759969450000007 55.595177750000005 1.5000000000000002 38.247071200000008 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 17 21 10 -10 16 13 14 15 -13 -12 18 19 -8 -21 23 -23 -5 25 26 27 -24 -29 -27
right_child=1 3 -4 5 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.81743179222160256 -7144.7991102430569 -68611.393898437498 48916.692484714673 -63471.797842261905 29711.926273148147 -817.63931048667598 -58761.324197635142 26352.898567708333 -29062.586669921875 53700.776739501955 13488.859190302312 23692.053287760416 61456.664830729169 -27360.745011393232 -2829.9415922619046 85282.331484374998 -35714.461640624999 -44740.153344726568 7752.8908926156846 -31138.053453947374 20347.329119318183 50493.827912946435 -13786.602400287829 -759.93929050611416 -24202.039721200981 -37433.066145833334 72191.418415178574 -26059.178199404763 25298.71163900703 -773.74423321609186
leaf_weight=4070611 36 25 23 21 27 1752 37 30 24 24 92 24 30 24 21 20 20 24 104 38 44 35 76 115 51 24 21 21 169 241
leaf_count=4070611 36 25 23 21 27 1752 37 30 24 24 92 24 30 24 21 20 20 24 104 38 44 35 76 115 51 24 21 21 169 241
internal_value=0 1042.11 14709.7 784.808 -17558.9 1094.31 3612.9 -7000.03 6404.71 16200.3 12670.8 17006.7 28587.1 17507.5 34074.3 51687.6 4702.55 -11051 -7425.26 -20690.2 -3511.75 2873.76 5712.53 -10443.4 3113.28 5636.98 14621.9 10076.9 19622.3 -4093.83
internal_weight=0 3193 59 3134 52 3082 1330 277 1053 279 255 231 119 89 65 44 112 247 223 119 82 774 638 136 603 552 287 266 190 265
internal_count=4073804 3193 59 3134 52 3082 1330 277 1053 279 255 231 119 89 65 44 112 247 223 119 82 774 638 136 603 552 287 266 190 265
is_linear=0
shrinkage=0.1


Tree=4403
num_leaves=31
num_cat=0
split_feature=2 0 0 4 6 6 3 3 4 4 6 6 6 1 6 0 1 1 4 1 7 4 0 7 4 6 1 4 5 1
split_gain=3.44199e+11 7.6421e+12 1.81345e+13 1.7902e+13 2.45235e+13 1.18799e+13 1.04057e+13 1.49499e+13 2.51809e+13 1.25756e+13 1.10656e+13 9.19783e+12 8.98815e+12 8.26547e+12 7.02713e+12 6.80503e+12 2.39771e+13 3.94703e+13 4.1465e+13 3.42282e+13 3.52654e+13 3.38857e+13 3.20481e+13 4.30682e+13 2.95539e+13 3.45328e+13 4.71357e+13 4.65961e+13 3.57351e+13 7.14977e+13
threshold=36.000000000000007 55.418618900000006 55.390026600000006 4.5000000000000009 59.245000000000012 47.805000000000007 11.500000000000002 3.5000000000000004 5.5000000000000009 5.5000000000000009 54.010000000000012 40.905000000000008 62.995000000000012 37.234509300000006 44.820000000000007 55.554045200000012 37.318079750000003 37.343102500000008 3.5000000000000004 37.290808600000013 6.0000000000000009 29.500000000000004 55.539595350000006 6.0000000000000009 3.5000000000000004 58.995000000000012 37.475446350000006 14.500000000000002 1.5000000000000002 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 8 13 12 -11 -5 -9 -1 -15 16 19 18 -18 22 -21 -22 -3 -24 -19 26 27 -26 -28 -30
right_child=-2 15 3 4 -6 -7 -8 9 -10 10 -12 -13 -14 14 -16 -17 17 24 -20 20 21 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=15133.581862706102 8.0531479000631574 -12169.070337861958 -32431.156148726855 20783.901586914064 153162.70355113636 -24780.230208333334 52314.634556749137 -20020.11477901159 92579.357881433825 -23159.933854166666 -108630.41922433037 89913.477664262828 51362.148490767053 16189.243811565897 -51758.211328125006 1.5778573107257823 5979.0892524978744 22065.12155069728 -62133.951343201756 7351.7830469889004 48929.057172129105 -75960.255681046197 -16660.20984634088 75305.847357753533 -27704.569646264878 -9862.1887259776267 -1776.9465472715249 2032.8239173201018 32223.541802192445 757.63341708768394
leaf_weight=116 3783399 1056 27 38 22 24 36 89 34 33 28 39 22 23 45 270546 147 471 228 1004 392 23 98 106 1090 5375 5094 1020 1109 2070
leaf_count=116 3783399 1056 27 38 22 24 36 89 34 33 28 39 22 23 45 270546 147 471 228 1004 392 23 98 106 1090 5375 5094 1020 1109 2070
internal_value=0 -104.917 11402.1 41304.2 57490 36650.4 873.242 -3875.19 13515.7 -25917.2 -62392.3 55797.6 -5872.28 -1093.87 -28776 -127.785 -1942.79 -3359.21 -35433.6 6835.94 17487.2 42007.5 -5159.38 31126.1 -2618.07 -3355.84 12.3223 -13329.1 3415.02 11734.6
internal_weight=0 290405 576 150 123 101 426 390 218 172 61 77 111 184 68 289829 19283 16604 375 2679 1419 415 1260 204 16229 15758 10383 2110 8273 3179
internal_count=4073804 290405 576 150 123 101 426 390 218 172 61 77 111 184 68 289829 19283 16604 375 2679 1419 415 1260 204 16229 15758 10383 2110 8273 3179
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 4 3 1 1 6 4 0 4 1 3 1 0 3 1 4 1 3 0 0 4 1 0 6 0 3
split_gain=3.43145e+11 8.08364e+12 2.2051e+13 3.97656e+13 2.60125e+13 4.18638e+13 2.46676e+13 2.73249e+13 2.45117e+13 6.71938e+13 5.62059e+13 4.05551e+13 2.74177e+13 2.05155e+13 2.02904e+13 1.91879e+13 1.84732e+13 2.46335e+13 1.80759e+13 1.61325e+13 2.1608e+13 1.88892e+13 1.67836e+13 2.76284e+13 1.60797e+13 2.66442e+13 6.36285e+13 2.06437e+13 2.00466e+13 1.60524e+13
threshold=72.50500000000001 73.995000000000019 37.543519500000009 37.729575300000008 37.534144550000008 14.500000000000002 4.5000000000000009 30.303340300000002 30.323041000000003 73.00500000000001 9.5000000000000018 59.933037250000005 15.500000000000002 38.166910000000009 11.500000000000002 30.315889700000003 60.002985000000002 22.500000000000004 30.370944000000005 6.5000000000000009 37.631035900000008 2.5000000000000004 55.910578700000009 55.883833400000007 29.500000000000004 37.503969450000007 55.806294650000005 73.41500000000002 55.759969450000007 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 19 6 -6 -2 -8 9 10 -9 -12 15 -5 -14 -11 24 18 -18 20 -4 -21 23 29 25 -10 27 -27 -26 -23
right_child=1 -3 3 13 5 -7 7 8 16 12 11 -13 14 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-12.197494683026971 4195.4933540162483 -20.807872127638156 23849.595930232561 -7665.8944746586058 84777.768125000002 -72843.347911799079 -23690.410832486901 -172283.38377130684 -7711.5370937938833 38247.328385416673 89455.173859797302 -32603.176843143203 -20846.700564236115 2733.266255903703 81509.339608226102 135928.02430840165 -16272.222635626942 112952.46755625408 29667.783735698427 -14060.712411762373 112813.36608398438 13200.044487265743 -20216.554180364328 79800.41618589744 7104.4747618140245 -26142.958575581397 -129362.46683625254 77094.235484375007 114607.07585227274 44035.169310771773
leaf_weight=3462265 3274 576329 86 2063 20 107 823 22 2651 30 37 103 45 23587 34 61 161 24 183 197 40 1003 101 78 82 86 62 25 22 203
leaf_count=3462265 3274 576329 86 2063 20 107 823 22 2651 30 37 103 45 23587 34 61 161 24 183 197 40 1003 101 78 82 86 62 25 22 203
internal_value=0 69.0568 1539.99 2880.69 -3131.26 -48021.1 -2393.27 -7239.73 -3507.94 22390.7 -23694.6 -344.898 66307.3 1896.87 23205.3 103726 -6116.67 15000.6 8166.79 17655.1 52092.1 14912.4 19033.5 22120.9 -8770.76 -10192.9 -48216.3 -2891.34 29845.4 18390.4
internal_weight=0 611539 35210 27358 7852 127 7725 4451 3628 332 162 140 170 25650 79 91 3296 368 344 1708 126 1582 1385 1284 2928 2824 173 111 104 1206
internal_count=4073804 611539 35210 27358 7852 127 7725 4451 3628 332 162 140 170 25650 79 91 3296 368 344 1708 126 1582 1385 1284 2928 2824 173 111 104 1206
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=31
num_cat=0
split_feature=4 1 1 7 6 0 6 6 6 3 3 6 6 0 6 6 4 4 6 3 6 3 6 3 4 6 6 0 3 3
split_gain=3.39851e+11 2.65915e+12 7.47116e+12 2.00445e+13 2.09609e+13 1.97832e+13 1.72369e+13 1.8692e+13 1.50202e+13 1.34936e+13 1.67258e+13 1.42242e+13 1.34155e+13 1.30276e+13 2.57243e+13 1.26083e+13 1.49504e+13 1.16159e+13 1.01933e+13 2.02601e+13 1.70372e+13 1.00158e+13 9.85229e+12 9.06411e+12 8.51294e+12 8.36943e+12 1.53421e+13 7.89334e+12 7.65137e+12 1.38107e+13
threshold=9.5000000000000018 20.507515800000004 28.601854300000003 6.0000000000000009 84.00500000000001 54.724612400000005 66.50500000000001 64.015000000000015 68.515000000000015 9.5000000000000018 5.5000000000000009 74.615000000000009 67.91500000000002 54.707511300000007 65.410000000000011 67.445000000000007 12.500000000000002 14.500000000000002 89.00500000000001 8.5000000000000018 62.995000000000012 3.5000000000000004 75.605000000000004 7.5000000000000009 14.500000000000002 45.305000000000007 46.010000000000012 57.719618750000002 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 5 6 9 7 24 -7 10 11 12 -3 14 23 -8 -17 -11 19 20 -15 -9 -22 -12 25 -5 -27 28 -10 -30
right_child=1 2 -4 4 -6 8 15 21 27 17 13 -13 -14 18 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-31.008890904293125 1821.1278533764971 1534.7755781938326 29.049647812427857 -19572.311782475597 -44149.516801883015 2032.1336587282997 12872.253778881974 -8818.1835486778855 -9189.9698503766758 3606.8105320870536 85132.375480769231 34443.790220788047 -62663.285074013162 44863.494788566473 -69534.949704071973 -27663.369708287646 45853.336884469696 -53871.367238547587 86399.722645861038 86315.891935483873 -38979.970084635417 -47013.634101369127 30374.500828598488 -1048.3286684782609 18202.002663755811 10287.326413491925 -12345.739473840971 4593.0366524174524 -127589.22291666668 -37977.299161184215
leaf_weight=1892492 8229 227 2168042 549 156 493 623 104 56 175 26 115 38 126 33 171 33 44 47 62 54 202 33 23 121 445 916 53 21 95
leaf_count=1892492 8229 227 2168042 549 156 493 623 104 56 175 26 115 38 126 33 171 33 44 47 62 54 202 33 23 121 445 916 53 21 95
internal_value=0 26.9031 20.1088 -3825.2 -8365.25 4933.05 -6600.92 -10991.6 -7738.97 14004.4 20134.6 5074.28 -7670.98 34300.2 -1284.43 5806.7 -15771 -7941.32 43362.2 36006.6 21362.6 -34032.2 -12673.1 44680.2 -7520.23 -9149.76 -4945.51 -29148.6 -39545.7 -54200.1
internal_weight=0 2.18131e+06 2.17308e+06 5041 3320 1721 3164 2337 718 1003 784 380 265 404 82 827 204 219 322 275 213 306 87 49 2031 1910 1361 225 172 116
internal_count=4073804 2181312 2173083 5041 3320 1721 3164 2337 718 1003 784 380 265 404 82 827 204 219 322 275 213 306 87 49 2031 1910 1361 225 172 116
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=31
num_cat=0
split_feature=1 0 6 5 6 0 3 6 0 4 5 6 6 6 6 6 4 4 6 0 5 4 7 6 6 0 1 6 1 6
split_gain=3.36454e+11 3.60832e+12 9.20346e+12 5.8748e+12 1.23871e+13 4.18418e+12 9.79287e+12 1.01602e+13 1.1848e+13 1.97313e+13 2.34038e+13 4.02435e+13 1.51307e+13 1.41958e+13 1.30737e+13 1.72086e+13 3.31558e+13 1.4299e+13 1.2741e+13 1.14767e+13 9.81744e+12 9.67833e+12 2.1671e+13 9.65305e+12 2.03936e+13 2.09245e+13 4.91079e+13 1.91611e+13 2.60008e+13 2.04674e+13
threshold=28.601854300000003 57.892117950000006 50.010000000000012 2.5000000000000004 69.015000000000015 54.724612400000005 2.5000000000000004 122.65000000000002 54.762682300000009 9.5000000000000018 2.5000000000000004 79.015000000000015 90.045000000000016 91.02500000000002 66.010000000000005 62.375000000000007 8.5000000000000018 4.5000000000000009 76.00500000000001 54.810424650000009 4.5000000000000009 14.500000000000002 6.0000000000000009 90.045000000000016 96.050000000000011 54.73499850000001 20.507515800000004 84.810000000000016 20.507515800000004 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 5 -3 -4 -5 -1 7 8 9 10 11 14 -13 -11 15 -7 17 -17 -16 -10 -9 -8 -23 27 -25 -26 -27 -12 -29 -30
right_child=-2 2 3 4 -6 6 21 20 19 13 23 12 -14 -15 18 16 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=-594.41765196974359 -2.7287053417338303 2803.486584924769 -44735.113029461601 15427.88833778783 -46878.355681818182 13085.783134503901 -463.68924740830693 -38832.828743131868 -31898.801220703128 1642.016295868845 30722.194205575619 -102252.17434895835 -9267.8361979166675 -52149.707237617928 -30087.763932291669 74450.827578124998 156893.61162499999 -2736.6124153645833 26238.267612777221 2705.2452334950722 34292.343104619569 -195.94468540736608 49880.486713281251 -21493.364793113429 13908.741771834935 -16555.729398148149 161851.69097222225 177835.90380434785 114463.66249302456 -3486.1040070564518
leaf_weight=18974 4037405 324 83 76 55 597 11724 91 100 660 212 42 30 53 114 40 25 60 62 2306 23 280 125 81 117 27 36 23 28 31
leaf_count=18974 4037405 324 83 76 55 597 11724 91 100 660 212 42 30 53 114 40 25 60 62 2306 23 280 125 81 117 27 36 23 28 31
internal_value=0 302.67 -7826.16 -23919.6 -10731.2 424.622 1569.6 5414.45 6138.46 11375.6 17795.9 8425.29 -63508.7 -2356.53 14192.8 20150.1 53889.4 28138.4 -10245.6 1267.01 -24079.5 61.3326 15259.7 34173.4 20176.3 38927.7 85391.4 46599.5 87648 52490.1
internal_weight=0 36399 538 214 131 35861 16887 4758 4644 2238 1525 970 72 713 898 722 125 100 176 2406 114 12129 405 555 261 180 63 294 82 59
internal_count=4073804 36399 538 214 131 35861 16887 4758 4644 2238 1525 970 72 713 898 722 125 100 176 2406 114 12129 405 555 261 180 63 294 82 59
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=31
num_cat=0
split_feature=2 0 1 6 0 1 1 1 0 1 7 1 4 0 6 6 4 3 3 4 6 0 6 6 4 5 3 4 4 5
split_gain=3.29608e+11 2.60927e+12 1.64802e+13 1.13705e+13 1.04674e+13 4.25775e+13 2.9044e+13 4.9535e+13 7.43004e+13 2.67763e+14 8.91865e+13 7.53464e+13 6.56039e+13 1.24854e+14 8.71411e+13 1.38357e+14 7.76295e+13 6.28338e+13 5.46474e+13 5.10086e+13 4.84703e+13 4.69283e+13 4.54757e+13 5.837e+13 3.69094e+13 3.59185e+13 3.52934e+13 3.33182e+13 4.18578e+13 3.18113e+13
threshold=451.00000000000006 55.595177750000005 38.999037500000007 36.005000000000003 55.660117850000006 38.657016300000002 37.131181300000009 37.425454150000007 55.622114900000007 37.401708450000008 6.0000000000000009 37.401708450000008 21.500000000000004 55.649510000000014 65.805000000000021 73.995000000000019 22.500000000000004 17.500000000000004 2.5000000000000004 21.500000000000004 95.045000000000016 55.60524465000001 75.605000000000004 81.02500000000002 22.500000000000004 2.5000000000000004 11.500000000000002 13.500000000000002 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 4 -4 5 6 -3 8 9 10 21 -10 13 -13 29 25 17 18 -14 -11 -18 -8 -20 26 -21 -16 -24 28 -17 -15
right_child=-2 2 3 -5 -6 -7 7 -9 11 19 -12 12 16 14 15 27 20 -19 22 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=418.46094888061657 -12.702202966029574 -9665.830354582502 2716.3733474731448 -12717.600784414986 172.33176427234685 -38359.693169966558 -4242.104516514778 -2311.0467270691975 3828.8899339727091 66409.346553815689 -44499.54712296871 -45055.032470871643 -76362.802153716213 5860.8361968056743 108182.89458007814 -17470.381182650861 -60390.062798227162 -36328.582617187501 32131.429905103603 4487.4794243977867 82570.160040509261 35345.978759887999 221884.38392392115 28717.705688048249 63603.405618529527 242523.11994485298 67780.050664487106 -44718.113427734381 167910.3455357143 -46929.752022058827
leaf_weight=158733 3396489 3647 664 1698 445717 306 1200 46203 14234 867 456 1159 37 293 48 29 195 132 368 300 27 399 42 57 163 34 23 76 21 187
leaf_count=158733 3396489 3647 664 1698 445717 306 1200 46203 14234 867 456 1159 37 293 48 29 195 132 368 300 27 399 42 57 163 34 23 76 21 187
internal_value=0 63.6969 -44.8929 -8378.84 -6.76041 -1138.97 -976.722 -500.552 3610.63 17137.7 -5488.7 911.117 -14313.1 -25023.3 8722.13 62785.9 8140.63 25369.6 40823.4 52098.1 -43003 5636.35 49672.2 102582 25299.3 163885 167355 -3008.73 60389.5 -14705.5
internal_weight=0 677315 518582 2362 516220 70503 70197 66550 20347 3385 2055 16962 2728 1847 688 208 881 659 527 1330 222 1599 490 122 463 82 65 126 50 480
internal_count=4073804 677315 518582 2362 516220 70503 70197 66550 20347 3385 2055 16962 2728 1847 688 208 881 659 527 1330 222 1599 490 122 463 82 65 126 50 480
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=31
num_cat=0
split_feature=2 0 4 6 3 6 6 6 3 6 0 1 6 5 4 6 6 3 4 4 3 6 3 6 0 6 5 4 6 3
split_gain=3.65197e+11 6.49207e+12 1.94959e+13 1.56516e+13 1.13829e+13 1.43412e+13 1.28398e+13 1.06461e+13 1.17616e+13 1.04115e+13 1.03357e+13 1.51497e+13 9.95751e+12 9.57613e+12 1.19297e+13 1.06894e+13 1.80624e+13 1.989e+13 9.44166e+12 4.1621e+13 1.31235e+13 2.15246e+13 1.28247e+13 2.61324e+13 3.08663e+13 1.91863e+13 8.11198e+13 3.08995e+13 1.38404e+13 1.92274e+13
threshold=36.000000000000007 55.988910100000005 7.5000000000000009 88.825000000000003 2.5000000000000004 75.605000000000004 76.00500000000001 33.305000000000007 11.500000000000002 61.805000000000007 55.910578700000009 37.586700500000006 35.305000000000007 1.5000000000000002 13.500000000000002 65.805000000000021 61.425000000000004 6.5000000000000009 21.500000000000004 19.500000000000004 14.500000000000002 73.41500000000002 2.5000000000000004 37.705000000000005 55.972700350000004 70.50500000000001 2.5000000000000004 10.500000000000002 73.00500000000001 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 10 -3 4 6 7 9 -6 12 -4 -1 18 -9 -14 15 16 -15 -18 19 22 -20 -22 23 -12 -25 -24 -27 -28 -29 -30
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 11 -13 13 14 -16 -17 17 -19 20 -21 21 -23 25 24 -26 26 27 28 29 -31
leaf_value=-72.838481456778581 8.2951535690974278 -86214.727805397735 -14328.859808849898 69506.843788109763 -28879.36436097051 58777.626614583336 -89947.501718750005 64814.291317894349 -11294.385526301354 54471.971656250003 -40627.00406272195 -88253.948117897729 -4499.2871806376688 17500.815883349871 44515.215353045889 73369.543050130218 -103758.70821659482 24030.239136904765 -43878.788347739363 111750.78811428932 -19383.732137784093 93291.832961309527 -3591.4328717897015 40730.69785311116 -11959.601988589638 -204914.71245117189 -114275.04554687502 -56993.739924823109 -39727.506326171875 11681.385057496489
leaf_weight=285645 3783399 22 183 41 71 60 20 42 178 25 88 22 185 189 158 24 29 21 141 31 88 21 2189 268 190 24 30 53 100 267
leaf_count=285645 3783399 22 183 41 71 60 20 42 178 25 88 22 185 189 158 24 29 21 141 31 88 21 2189 268 190 24 30 53 100 267
internal_value=0 -108.069 7088.89 8763.18 6661.5 11445.4 -13418.1 8279.33 11473.4 -6059.53 -139.131 -5531 17727.5 14464 22797.1 9749.64 3361.03 -50087.4 -5009.54 -3564.73 -23734.2 2324.4 -4678.72 9282.65 18872.3 -7541.25 -25782.1 -16228.3 -9224.97 -2326.49
internal_weight=0 290405 1248 1226 1185 957 228 897 826 208 289157 3512 648 606 421 263 239 50 3490 3240 250 109 3209 546 458 2663 474 450 420 367
internal_count=4073804 290405 1248 1226 1185 957 228 897 826 208 289157 3512 648 606 421 263 239 50 3490 3240 250 109 3209 546 458 2663 474 450 420 367
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=31
num_cat=0
split_feature=6 6 0 1 3 7 1 3 3 0 1 1 1 0 3 6 1 4 6 5 6 0 6 7 2 6 3 4 4 2
split_gain=3.29595e+11 2.58935e+12 6.19554e+12 6.2185e+12 5.34198e+12 3.45573e+12 4.15881e+12 3.44624e+12 6.81388e+12 7.83697e+12 5.7619e+12 3.06773e+12 3.07467e+12 2.56095e+12 2.52424e+12 2.44824e+12 5.47442e+12 8.17415e+12 7.94592e+12 5.20746e+12 6.63132e+12 5.11938e+12 1.692e+13 1.9654e+13 6.43722e+12 5.51634e+12 5.52774e+12 4.75645e+12 4.13837e+12 1.842e+13
threshold=39.005000000000003 39.025000000000013 54.942865800000007 82.962856350000024 2.5000000000000004 6.0000000000000009 83.002084650000015 8.5000000000000018 7.5000000000000009 55.014210500000011 83.003420700000007 82.968544750000021 82.961694200000011 55.013931500000005 2.5000000000000004 38.205000000000005 30.157841000000001 10.500000000000002 38.605000000000011 1.5000000000000002 38.805000000000007 59.838047850000002 38.805000000000007 6.0000000000000009 3338.0000000000005 38.805000000000007 1.5000000000000002 8.5000000000000018 10.500000000000002 451.00000000000006
decision_type=2 2 2 2 2 2 2 2 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 -5 11 14 8 10 -10 -8 12 -4 -13 -7 -1 17 18 -17 -19 -21 24 -23 -24 -20 -26 27 -27 29 -18
right_child=1 -3 5 4 -6 6 7 -9 9 -11 -12 13 -14 -15 -16 16 28 19 21 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.4855641067961365 -5635.428174389368 -11.00846534869541 -2390.0986798395875 3170.4945053998163 29657.79853684971 -1969.1147443385846 -14903.363605448922 -9283.8601939377277 27690.546875 -1967.6001005006067 -1752.1740844556787 86.188267442033109 -16504.530714285716 -8501.3689702534848 3024.0271455389379 1042.5868726139404 -7311.4310625885773 -119.3352873760721 -25150.355360814148 -54174.576174200156 14648.776098632814 -22383.688080782362 11423.290804036458 100159.87442157452 37967.272422640934 62612.260282628682 3883.3268856692625 6392.9980830439818 1079.1787470177212 409.50596806721319
leaf_weight=937959 174 3043537 244 136 173 1697 394 824 157 206 2157 925 420 556 2510 397 3439 368 38 42 21 36 48 52 102 34 231 27 46457 30443
leaf_count=937959 174 3043537 244 136 173 1697 394 824 157 206 2157 925 420 556 2510 397 3439 368 38 42 21 36 48 52 102 34 231 27 46457 30443
internal_value=0 -16.4355 -1578.66 9485.35 18000 -2108.28 -1146.69 -3573.88 -1959.26 10859.8 -3783.37 -5669.99 -11317.9 -3137.77 1009.92 49.2264 574.13 6782.61 11896.5 -4667.34 -31233.5 19482.8 36403.1 57566.3 14156.1 17947.1 10953.7 37728.3 466.249 -374.164
internal_weight=0 3.05411e+06 10573 483 309 10090 7945 3738 2914 363 2551 2145 664 1481 4207 1.01969e+06 81735 1396 965 431 63 568 136 100 432 394 292 61 80339 33882
internal_count=4073804 3054110 10573 483 309 10090 7945 3738 2914 363 2551 2145 664 1481 4207 1019694 81735 1396 965 431 63 568 136 100 432 394 292 61 80339 33882
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=31
num_cat=0
split_feature=2 0 3 6 1 6 6 1 6 3 1 0 1 1 4 2 6 1 1 4 1 3 4 0 4 1 6 6 3 6
split_gain=3.29974e+11 2.66253e+12 1.31365e+13 1.66164e+13 1.59604e+13 1.48718e+13 1.38821e+13 2.43266e+13 1.61861e+13 1.36361e+13 1.31212e+13 1.19641e+13 3.08821e+13 5.72427e+13 2.88579e+13 2.56476e+13 1.93643e+13 2.48018e+13 6.52391e+13 1.88388e+13 3.20367e+13 3.26517e+13 3.12598e+13 5.10518e+13 1.31267e+14 4.27309e+13 2.82201e+13 2.34479e+13 2.28037e+13 2.27812e+13
threshold=451.00000000000006 55.988910100000005 12.500000000000002 189.00000000000003 37.543519500000009 168.45000000000002 103.03500000000001 37.858952300000006 100.05000000000001 4.5000000000000009 37.534144550000008 55.93962770000001 37.71815560000001 37.897576350000001 9.5000000000000018 75.000000000000014 84.00500000000001 37.804148700000006 37.780517050000007 8.5000000000000018 37.517483500000004 14.500000000000002 7.5000000000000009 55.972700350000004 5.5000000000000009 37.318079750000003 108.05000000000001 53.005000000000003 8.5000000000000018 52.610000000000007
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 11 3 5 10 -3 8 -8 -6 -5 -4 -1 15 14 -14 -13 17 18 -16 22 21 26 23 27 -25 29 -21 -17 -22 -24
right_child=-2 2 4 9 6 -7 7 -9 -10 -11 -12 12 13 -15 16 19 -18 -19 -20 20 28 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=33.591848324649341 -12.709255081700093 -133.46606890304611 -8910.069503867704 -15660.547379032258 1907.5137202856677 63291.334285261823 4509.6104492187505 -114724.90631626674 92397.804023437508 -121569.92445312502 -33977.410676660584 -2477.0569782377547 -2494.0354998425573 4587.745375707188 -11765.252774642227 7677.5650165145462 -48827.363168285476 -28107.879171394325 85162.414212943419 11921.113694420161 12728.523455625593 -8810.4953667970458 -29713.734403782899 27070.028518322932 292379.97382812499 7001.2835618832241 106196.36950988771 -14987.461948834043 45823.830333610662 -103717.604473712
leaf_weight=604814 3396489 44933 2174 31 1696 37 44 28 20 20 231 2660 2709 7075 1127 1480 185 851 74 4088 396 856 95 276 20 190 32 660 439 74
leaf_count=604814 3396489 44933 2174 31 1696 37 44 28 20 20 231 2660 2709 7075 1127 1480 185 851 74 4088 396 856 95 276 20 190 32 660 439 74
internal_value=0 63.7323 -644.576 -145.979 -5998.1 -81.282 1157.28 -41859.4 2962.18 -57193.6 -11317.8 119.231 2343.46 -1181.96 -9435.23 6105.14 -17841 -15047.4 -5793.02 8757.79 12002.6 8961.02 2011.57 6071.43 44996.4 -25536.7 12653.3 687.417 30128.3 -62117.8
internal_weight=0 677315 49214 45021 4193 44970 1788 72 1716 51 2405 628101 23287 12021 4946 11266 2237 2052 1201 8606 5811 4976 2795 2436 296 359 4120 2140 835 169
internal_count=4073804 677315 49214 45021 4193 44970 1788 72 1716 51 2405 628101 23287 12021 4946 11266 2237 2052 1201 8606 5811 4976 2795 2436 296 359 4120 2140 835 169
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 6 4 0 4 5 6 6 4 6 7 6 6 6 4 4 6 4 4 7 3 3 4 6 6
split_gain=3.2517e+11 8.84434e+12 1.89753e+13 2.48497e+13 2.6454e+13 2.34553e+13 2.05264e+13 1.94708e+13 1.81677e+13 2.93131e+13 1.63469e+13 1.556e+13 2.75442e+13 2.69977e+13 4.89433e+13 2.65744e+13 1.77188e+13 1.68229e+13 1.40501e+13 1.40272e+13 1.95921e+13 1.9415e+13 1.22736e+13 1.09147e+13 9.23303e+12 1.61789e+13 1.44117e+13 1.00289e+13 9.01201e+12 1.83772e+13
threshold=82.92647190000001 82.918694400000007 55.030407050000001 55.071632200000003 18.500000000000004 9.5000000000000018 61.805000000000007 24.500000000000004 55.039488700000007 16.500000000000004 1.5000000000000002 88.00500000000001 72.50500000000001 14.500000000000002 104.01000000000001 6.0000000000000009 70.50500000000001 149.05000000000004 106.49500000000002 10.500000000000002 14.500000000000002 44.205000000000005 10.500000000000002 3.5000000000000004 6.0000000000000009 3.5000000000000004 2.5000000000000004 11.500000000000002 55.805000000000007 54.010000000000012
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 5 4 8 28 -6 10 9 18 24 12 16 14 15 -13 -12 -16 -4 23 21 -21 -14 -10 25 26 -7 -27 29 -3
right_child=-2 2 3 -5 6 7 -8 -9 19 -11 11 13 22 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.5189217919425073 57.532259179851714 1737.5901988240594 25858.435710846657 -12072.087043342668 -16639.775207921961 -4571.1616566051143 -107226.07679485454 15422.815614181134 -42980.236950231483 143760.57796875 -15261.056121120446 172963.67998991936 -67178.193318256584 -27173.779720052084 -37775.250494791668 25113.807656250003 60906.385773689522 58527.201352163465 -31727.384296043881 -334.03179036458334 8396.135818733881 69734.133778960138 -30606.667231379328 2394.824189821989 1890.1953998216841 7867.5202976024393 -60873.850265695393 -43020.002785326091 -5659.1707756208571 65373.79909986414
leaf_weight=3266650 791523 3370 430 982 182 77 29 277 54 20 2067 31 133 123 60 20 31 26 47 60 677 116 296 2899 1017 245 111 46 2159 46
leaf_count=3266650 791523 3370 430 982 182 77 29 277 54 20 2067 31 133 123 60 20 31 26 47 60 677 116 296 2899 1017 245 111 46 2159 46
internal_value=0 -13.8739 -2386.9 2344.49 5480.75 -4952.64 -29090 -10271.9 7175.95 25157.2 -11933.7 -16459.9 -18856.7 6834.49 37367.5 114983 -14135.6 -8660.56 20184.4 4827.89 16123.4 45847.3 -41944.7 1565.07 -3501.35 -14948.5 -37813.7 -176.556 -601.843 2594.52
internal_weight=0 3.28228e+06 15631 5496 4514 10135 211 4560 4303 497 4283 2787 2527 260 137 51 2098 86 477 3806 853 176 429 2953 1496 479 188 291 5575 3416
internal_count=4073804 3282281 15631 5496 4514 10135 211 4560 4303 497 4283 2787 2527 260 137 51 2098 86 477 3806 853 176 429 2953 1496 479 188 291 5575 3416
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=31
num_cat=0
split_feature=4 7 1 4 0 3 6 4 0 3 6 3 6 5 6 6 0 2 0 5 0 1 1 4 1 6 6 6 3 6
split_gain=3.26152e+11 4.96391e+12 1.36196e+13 3.54634e+13 2.67336e+13 2.02188e+13 2.81427e+13 1.64679e+13 1.3158e+13 1.32092e+13 1.289e+13 1.21693e+13 1.96161e+13 2.12971e+13 1.19878e+13 2.90989e+13 1.93059e+13 3.02043e+13 2.05381e+13 1.86398e+13 2.82724e+13 1.24561e+13 1.15965e+13 1.23387e+13 1.19989e+13 1.16839e+13 3.53747e+13 1.66176e+13 1.48219e+13 1.20832e+13
threshold=21.500000000000004 6.0000000000000009 30.157841000000001 22.500000000000004 59.848366150000011 12.500000000000002 84.810000000000016 25.500000000000004 43.550475500000012 3.5000000000000004 92.02500000000002 3.5000000000000004 94.02500000000002 3.5000000000000004 104.01000000000001 106.49500000000002 55.749683450000006 2632.5000000000005 45.029425500000009 3.5000000000000004 56.850115550000005 37.343102500000008 30.242318500000007 24.500000000000004 30.205407000000005 56.805000000000007 55.015000000000008 82.00500000000001 12.500000000000002 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 4 -2 6 -6 -5 -3 10 -10 12 13 -4 -14 21 18 -18 -17 -19 -21 -16 23 -11 -25 26 29 -27 -28 -26
right_child=1 8 11 7 5 -7 -8 -9 9 22 -12 -13 14 -15 15 16 17 19 -20 20 -22 -23 -24 24 25 27 28 -29 -30 -31
leaf_value=9.3724676517115633 -60602.04835937501 -80926.407812500009 -2473.2267838782163 -6992.922004186119 60659.13881048387 28981.68337323589 188194.50548502605 70983.054445043104 1799.0803941557988 -6450.5759040899875 12320.646414464962 -299.55036250640609 -26564.413288659023 68009.647456395352 -10919.662160326086 30214.272770182295 72730.549435369321 -38646.818027587891 -40794.613658261216 127972.01469726564 -27698.960323660718 76718.611033380686 67.275425130570326 -12963.413492352031 11185.015837954074 -19787.168707275392 33315.738051470595 26848.074599515472 124777.64548141892 -29632.267113330701
leaf_weight=3671018 20 20 14170 410 62 93 24 29 25985 5324 1219 131449 547 43 23 48 55 100 269 20 28 55 220998 368 885 288 34 104 37 79
leaf_count=3671018 20 20 14170 410 62 93 24 29 25985 5324 1219 131449 547 43 23 48 55 100 269 20 28 55 220998 368 885 288 34 104 37 79
internal_value=0 -85.4213 -547.398 14031.7 49049.2 61300.7 96250.4 -1841.89 181.344 187.697 2270.55 -610.756 -3274.36 -2259.99 -15865.9 -6079.81 -14623.3 9455.01 -30042.5 -14059.5 37163.9 50876.6 -60.692 -4033.24 3136.63 7288.57 12857.3 -7414.55 80979 7840.03
internal_weight=0 402786 147445 638 199 179 86 439 255341 255321 27204 146807 15358 14213 1145 598 520 203 317 148 48 78 228117 7119 1795 1427 1035 392 71 964
internal_count=4073804 402786 147445 638 199 179 86 439 255341 255321 27204 146807 15358 14213 1145 598 520 203 317 148 48 78 228117 7119 1795 1427 1035 392 71 964
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=31
num_cat=0
split_feature=0 4 3 1 1 1 1 0 3 4 4 4 3 6 5 6 1 6 2 0 6 0 1 0 6 4 1 4 4 6
split_gain=3.32983e+11 3.16324e+12 4.9704e+12 2.98742e+12 2.73362e+13 1.01911e+13 3.70552e+13 2.61746e+13 2.29218e+13 2.09518e+13 5.58803e+13 1.83901e+13 1.72236e+13 2.10528e+13 1.985e+13 1.95604e+13 1.79821e+13 2.27758e+13 2.36383e+13 1.57966e+13 2.23456e+13 1.87032e+13 2.52634e+13 3.92007e+13 6.69735e+13 1.12771e+14 2.30005e+13 1.86275e+13 1.75802e+13 2.3025e+13
threshold=45.073441650000007 29.500000000000004 12.500000000000002 43.80299105000001 44.064675150000006 40.024897700000004 40.377616600000003 45.029425500000009 8.5000000000000018 8.5000000000000018 6.5000000000000009 9.5000000000000018 6.5000000000000009 149.05000000000004 3.5000000000000004 130.05000000000004 43.047633000000012 125.02000000000002 2892.5000000000005 45.055912800000009 71.715000000000018 45.053967500000006 41.966773150000002 45.040161900000008 106.49500000000002 8.5000000000000018 41.966773150000002 5.5000000000000009 8.5000000000000018 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 -3 5 -5 -1 8 9 11 10 -8 -7 13 14 16 -14 17 18 -12 21 -21 22 23 -9 -25 -26 -23 -22 -28 -30
right_child=-2 2 -4 4 -6 6 7 19 -10 -11 12 -13 15 -15 -16 -17 -18 -19 -20 20 27 26 -24 24 25 -27 28 -29 29 -31
leaf_value=-56.596216613844582 -10.288348360280871 2687.489903846154 -63621.555625000008 -12755.456048320812 -175.74303218960773 15693.932934189064 400.72786953774278 7618.3858802591903 -67077.335582386368 -2456.4746226574803 75365.468315258375 94667.816770833335 4484.2630893707274 79456.898680813028 -51812.076487379811 -87885.695133463538 30601.131212031923 -87727.865489130432 8808.5091893775607 3602.2579350998249 22455.301281060114 -17693.690063476562 3097.041283954648 26145.183876886469 -33215.248454483699 251830.79919642859 -1812.7219976380813 -22437.60548814604 53043.853064972769 165196.83068181819
leaf_weight=357038 3606732 26 20 1809 38301 1721 31755 1837 33 21694 57 30 512 59 39 24 870 23 836 2644 108 61 6116 586 23 35 43 641 109 22
leaf_count=357038 3606732 26 20 1809 38301 1721 31755 1837 33 21694 57 30 512 59 39 24 870 23 836 2644 108 61 6116 586 23 35 43 641 109 22
internal_value=0 79.4467 -26142.5 82.0294 -743.1 159.553 1263.95 891.222 15490.9 -25.8943 1517.02 17047 16164.9 20664.7 18764 348.295 20305.1 10526.2 13056.8 5082.5 -717.054 7310.52 6549.69 15060.9 36290.7 138795 35144 -15964.4 53667.6 71878.7
internal_weight=0 467072 46 467026 40110 426916 69878 68094 1784 55869 34175 1751 2420 1884 1825 536 1786 916 893 12225 3393 8832 8597 2481 644 58 235 749 174 131
internal_count=4073804 467072 46 467026 40110 426916 69878 68094 1784 55869 34175 1751 2420 1884 1825 536 1786 916 893 12225 3393 8832 8597 2481 644 58 235 749 174 131
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 4 0 3 7 1 4 0 0 0 6 1 0 4 1 6 6 5 6 6 6 6 6 0 1 1
split_gain=3.44523e+11 3.22575e+12 1.02354e+13 2.51922e+13 2.2873e+13 2.59539e+13 1.99765e+13 9.21332e+12 8.36863e+12 2.43029e+13 1.44781e+13 9.74182e+12 2.87384e+13 1.36474e+13 3.17819e+13 3.05582e+13 2.68207e+13 2.46285e+13 2.42631e+13 3.3472e+13 1.66372e+13 1.2288e+13 1.15717e+13 1.50214e+13 3.32376e+13 4.33498e+13 3.03787e+13 4.37338e+13 2.12779e+13 2.12576e+13
threshold=7.5000000000000009 82.961694200000011 82.962856350000024 55.043091000000011 55.061158000000006 16.500000000000004 54.962581500000006 8.5000000000000018 6.0000000000000009 82.965501500000016 16.500000000000004 55.007293000000011 55.014210500000011 55.029726000000004 54.990000000000002 82.975438000000011 55.030407050000001 15.500000000000002 82.970388650000018 118.04500000000002 87.395000000000024 4.5000000000000009 57.995000000000012 58.045000000000009 63.005000000000003 63.140000000000008 58.005000000000003 55.018166200000003 83.00362155000002 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 6 5 7 -3 -5 9 10 -4 -11 -13 14 -14 18 -15 20 -16 -20 22 -18 -17 26 28 -26 29 -28 -25 -24
right_child=1 2 8 4 -6 -7 -8 -9 -10 11 -12 12 13 16 15 17 21 -19 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-19.402275272925891 109.43312172892462 -3189.0514445079152 -5859.9715477073587 29374.120592948719 -3221.1446269035341 -71556.215921677227 45149.247953708691 -28624.474731445312 436.31771395352962 747.35435540514027 -22169.179400803139 -5468.4662818013549 10785.211203725608 -12637.767044612867 -31662.942182736282 32691.969189453128 -43.970419135494609 -27271.573118920423 83731.986943975236 -21077.496130952382 78348.179471529453 -31351.617602926588 -9557.9103484122988 53187.694089147291 -66711.342618534487 -3453.6384953534334 -5302.0189658285199 -70625.905208333337 9614.7224959862597 44123.492689732142
leaf_weight=2818986 1073728 4939 2184 39 256 158 87 92 93165 31506 725 13296 3482 1863 41 94 24941 408 111 42 26 126 248 129 116 1639 238 180 854 105
leaf_count=2818986 1073728 4939 2184 39 256 158 87 92 93165 31506 725 13296 3482 1863 41 94 24941 408 111 42 26 126 248 129 116 1639 238 180 854 105
internal_value=0 43.5878 -346.826 -4566.7 -24987.8 -44269 -2352.32 -11357.7 -212.886 -947.314 -9924.66 -618.595 -1516.31 0.528367 3709.25 -2114.08 -1061.68 -3977.08 36653.7 54960.8 -1358.14 -201.339 -1933.32 -2860.87 611.087 -7634.77 -15190.6 -33431.9 15332.8 6409.65
internal_weight=0 1.25482e+06 181090 5571 545 289 5026 131 175519 82354 2909 79445 47939 34643 7713 4231 26930 4037 194 153 3629 25067 3603 3509 2738 1755 771 418 983 353
internal_count=4073804 1254818 181090 5571 545 289 5026 131 175519 82354 2909 79445 47939 34643 7713 4231 26930 4037 194 153 3629 25067 3603 3509 2738 1755 771 418 983 353
is_linear=0
shrinkage=0.1


Tree=4415
num_leaves=31
num_cat=0
split_feature=1 0 1 1 6 0 7 4 3 4 6 6 5 0 6 4 3 6 6 0 4 6 1 0 5 5 6 6 5 1
split_gain=3.7966e+11 2.45808e+12 6.44326e+12 2.04471e+13 3.43694e+13 1.48281e+13 2.82382e+13 3.83629e+13 2.13563e+13 2.61827e+13 1.90696e+13 3.9377e+13 4.95005e+13 1.45974e+13 1.53146e+13 1.86766e+13 1.34884e+13 1.46541e+13 2.62652e+13 1.34836e+13 2.30499e+13 1.73269e+13 1.32152e+13 1.20448e+13 1.14591e+13 1.01092e+13 1.08608e+13 9.45437e+12 9.23161e+12 8.89845e+12
threshold=82.860505900000007 54.980317700000008 82.92647190000001 82.901648750000021 67.00500000000001 54.973017600000006 6.0000000000000009 7.5000000000000009 8.5000000000000018 17.500000000000004 79.015000000000015 106.49500000000002 3.5000000000000004 54.932051950000009 97.020000000000024 8.5000000000000018 1.5000000000000002 56.805000000000007 50.995000000000012 54.947759400000002 4.5000000000000009 39.025000000000013 82.911604200000014 54.916864950000011 3.5000000000000004 3.5000000000000004 112.00500000000001 21.020000000000003 3.5000000000000004 82.886781200000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 7 16 -8 -10 29 -12 -13 22 -15 -16 17 18 -7 20 23 27 -6 -5 -18 26 -2 -21 -22 -9
right_child=1 -3 -4 4 13 6 8 10 9 -11 11 12 -14 14 15 -17 24 -19 -20 21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-16.273606854985744 -372.72440152150568 191.81433497686845 -23.979600434199423 9341.0195913461539 -28887.111542968749 2530.1405257985566 -18944.085905846183 26037.150663348151 72448.160976562503 -657.24808719935049 98523.949511225539 -58467.7435953776 110783.87955729169 -25562.952061192598 -15678.812258184524 -143601.58087500001 11499.877683015828 40878.033930770209 -49619.638051188653 -28770.801718750005 -996.34140194113104 -10065.324068430789 24736.767303240744 99196.497806919651 -27286.18528096762 -21628.721098071073 71635.860751488101 3687.1817821467384 49747.480276150178 1539.534359333222
leaf_weight=3172333 8078 541783 332339 26 80 237 607 716 60 267 99 48 27 673 21 25 926 46 163 95 8709 4129 108 35 83 226 21 1621 36 187
leaf_count=3172333 8078 541783 332339 26 80 237 607 716 60 267 99 48 27 673 21 25 926 46 163 95 8709 4129 108 35 83 226 21 1621 36 187
internal_value=0 57.2678 -145.394 -1620.79 -4001.16 1520.06 7016.04 12498.1 -7845.46 12756.6 26805.1 57118.3 2462.84 -22891.5 -29378.5 -85202.1 1908.02 -12573.9 -18720.9 -2831.72 -360.15 -6555.35 1918.1 60897.4 8309.35 -768.121 -186.012 1890.27 -787.447 20964
internal_weight=0 901471 359688 27349 15558 11791 3466 2532 934 327 1077 174 75 907 719 46 1455 446 400 14651 8806 5845 188 61 1009 8325 8099 1716 8745 903
internal_count=4073804 901471 359688 27349 15558 11791 3466 2532 934 327 1077 174 75 907 719 46 1455 446 400 14651 8806 5845 188 61 1009 8325 8099 1716 8745 903
is_linear=0
shrinkage=0.1


Tree=4416
num_leaves=31
num_cat=0
split_feature=1 3 0 6 1 0 3 4 1 6 0 6 6 4 6 6 1 6 6 0 6 4 6 4 4 0 6 6 3 3
split_gain=3.44004e+11 2.76996e+12 6.34498e+12 1.47586e+13 1.18564e+13 2.21759e+13 2.46772e+13 1.26125e+13 1.17028e+13 1.34944e+13 1.17547e+13 1.04893e+13 1.1894e+13 1.1624e+13 1.02364e+13 1.18937e+13 1.00063e+13 8.32448e+12 1.81355e+13 8.30908e+12 8.07962e+12 1.10749e+13 1.31906e+13 7.71863e+12 7.68776e+12 7.36812e+12 6.88262e+12 1.33101e+13 2.10015e+13 1.16571e+13
threshold=83.000013850000016 9.5000000000000018 55.007293000000011 156.15000000000003 83.086354900000018 54.973017600000006 10.500000000000002 15.500000000000002 83.754481100000007 134.05000000000004 52.02416370000001 58.305000000000007 57.410000000000004 14.500000000000002 79.015000000000015 81.705000000000013 83.689608100000015 142.05000000000004 96.050000000000011 55.013931500000005 45.605000000000011 10.500000000000002 63.140000000000008 11.500000000000002 15.500000000000002 55.012912000000007 84.00500000000001 86.920000000000016 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=-1 -2 4 19 14 8 7 -7 11 10 -10 12 -6 17 -3 -16 -14 18 -13 20 25 -22 -23 -12 -11 -4 -15 28 -28 -29
right_child=1 2 3 -5 5 6 -8 -9 9 24 23 13 16 26 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=10.528606666549514 4.2892761181336265 3808.7747608071959 10295.484792398174 -69334.43961944581 -965.1035765990091 10421.956418678979 5462.3115358748528 -72278.258919217304 -9019.2652921878725 98476.239266304357 -5640.941945383116 -3466.8338903945755 11420.169558376736 -11267.39603047281 67865.195889945651 14291.728856545771 95859.907434612775 -53295.030408653853 46696.148017351021 -972.60792273598656 -8375.7419584882064 -15086.641673018292 -107246.62556542968 6977.8479820561597 15790.447194602275 -12655.726177380133 -138675.40248647839 -4852.6698039729417 -22038.211831825658 -61817.178396739138
leaf_weight=3601077 421387 3549 445 32 3269 22 106 114 689 23 567 445 36 848 46 418 23 26 86 34646 2043 41 25 3341 22 204 26 164 38 46
leaf_count=3601077 421387 3549 445 32 3269 22 106 114 689 23 567 445 36 848 46 418 23 26 86 34646 2043 41 25 3341 22 204 26 164 38 46
internal_value=0 -80.2034 -773.7 -1451.21 1050.46 -809.579 -30708.4 -58900.3 -59.7067 3557.23 3023.78 -3412.97 -161.965 -9856.9 5634.96 19602.9 44337.4 1952.35 4657.49 -1393.13 -6675.72 -9678.22 -49995.7 5147.03 58052.1 3081.24 -15719.4 -29498 -69422.1 -17330.6
internal_weight=0 472727 51340 37436 13904 9891 242 136 9649 4642 4597 5007 3328 1679 4013 464 59 557 531 37404 2758 2109 66 3908 45 649 1122 274 64 210
internal_count=4073804 472727 51340 37436 13904 9891 242 136 9649 4642 4597 5007 3328 1679 4013 464 59 557 531 37404 2758 2109 66 3908 45 649 1122 274 64 210
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=31
num_cat=0
split_feature=1 1 4 4 6 6 4 1 3 1 0 0 7 0 0 4 0 0 1 1 2 6 7 3 4 1 2 5 0 0
split_gain=3.53327e+11 2.21238e+12 1.63056e+13 2.95392e+13 1.80371e+13 2.07801e+13 1.58802e+13 2.00173e+13 1.57762e+13 1.50204e+13 2.31272e+13 1.48063e+13 2.0175e+13 1.59786e+13 1.85431e+13 2.78648e+13 2.2462e+13 3.62014e+13 1.98069e+13 1.90169e+13 1.6585e+13 1.75792e+13 2.0003e+13 1.53715e+13 1.52341e+13 1.4884e+13 1.43119e+13 3.47131e+13 2.73227e+13 5.96641e+13
threshold=82.860505900000007 65.64204770000002 17.500000000000004 14.500000000000002 60.005000000000003 62.375000000000007 15.500000000000002 82.648284550000014 6.5000000000000009 82.825258850000026 54.980317700000008 54.992080650000005 6.0000000000000009 56.986919400000012 55.080855950000007 5.5000000000000009 55.02095400000001 55.007293000000011 82.648284550000014 82.825258850000026 9651.0000000000018 48.945000000000007 6.0000000000000009 1.5000000000000002 8.5000000000000018 82.825258850000026 8574.5000000000018 3.5000000000000004 55.046782850000007 55.071632200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 -5 26 -6 -11 12 -3 14 16 -16 17 -13 -19 23 -18 22 25 -17 -14 -22 -7 28 -28 -30
right_child=-2 2 -4 6 5 8 -8 -9 -10 10 -12 13 24 -15 15 19 20 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.9629163620366956 55.246145380893942 2428.3899895572458 7566.2487521033663 16398.748814747432 -4931.6173729504462 -3838.3746389399794 -5596.7388281433023 -43865.251628472222 -8458.1152825824702 11129.993557776026 -30352.332709241658 -1323.7527003728778 -3957.8318624441963 2338.176968863344 -4311.1488822981019 18067.628266530799 -25319.803413085938 -20662.093104682535 -73765.481406250008 40326.161044034088 12525.812092854463 27145.075074632514 -11922.244650456356 -31219.369963839668 25036.662918303482 -31917.985324367091 3527.7119884813674 -9265.4852668014009 80111.607032502012 13165.973125696393
leaf_weight=3110892 901471 16295 2346 73 1114 4079 8089 225 2547 166 706 2297 245 9194 4681 69 150 236 100 44 1632 439 520 763 696 79 2246 1346 156 908
leaf_count=3110892 901471 16295 2346 73 1114 4079 8089 225 2547 166 706 2297 245 9194 4681 69 150 236 100 44 1632 439 520 763 696 79 2246 1346 156 908
internal_value=0 -15.6991 -609.928 -934.512 -25.2509 -3193.44 -6431.93 -29102.6 -1533.02 -12625.9 -22455.5 1097.49 3250.55 -739.277 -3309.13 -7374.46 833.723 -5808.38 -36466.7 -23743.6 7035.37 8853.08 5253.71 -27131.9 17487.6 10473.8 486.237 4274.92 9781.07 22981.3
internal_weight=0 3.17233e+06 61441 59095 50708 13268 8387 298 11282 1986 872 37440 17236 20204 11010 5557 5453 2633 336 876 2820 2670 2231 832 941 1711 8735 4656 3310 1064
internal_count=4073804 3172333 61441 59095 50708 13268 8387 298 11282 1986 872 37440 17236 20204 11010 5557 5453 2633 336 876 2820 2670 2231 832 941 1711 8735 4656 3310 1064
is_linear=0
shrinkage=0.1


Tree=4418
num_leaves=31
num_cat=0
split_feature=6 4 6 6 1 0 1 0 0 0 7 1 7 1 4 3 0 3 2 0 0 4 6 3 0 4 0 6 5 3
split_gain=3.58388e+11 2.49673e+12 8.05335e+12 3.1799e+13 3.07496e+13 3.36783e+13 4.68509e+13 3.05897e+13 2.91038e+13 2.7723e+13 2.98422e+13 1.74655e+13 2.38316e+13 2.82699e+13 1.96351e+13 3.24564e+13 2.34201e+13 1.71338e+13 1.63644e+13 1.58537e+13 5.74424e+13 1.26424e+14 2.6539e+13 1.91588e+13 1.87831e+13 4.18013e+13 2.47798e+13 2.37134e+13 2.24895e+13 2.16622e+13
threshold=55.015000000000008 18.500000000000004 57.005000000000003 56.805000000000007 37.957884500000006 55.812023600000011 37.401708450000008 44.990874950000006 55.554045200000012 60.002985000000002 6.0000000000000009 37.618684050000006 6.0000000000000009 37.503969450000007 23.500000000000004 9.5000000000000018 55.667390500000003 13.500000000000002 75.000000000000014 55.840017500000009 55.806294650000005 20.500000000000004 55.805000000000007 11.500000000000002 55.749683450000006 25.500000000000004 55.743464250000009 56.205000000000005 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 18 5 8 9 -6 -5 10 17 12 14 -14 15 -10 -16 -7 19 20 24 -22 -21 -23 26 29 28 -27 -3 -26
right_child=1 2 -4 4 7 6 -8 -9 11 -11 -12 -13 13 -15 16 -17 -18 -19 -20 22 21 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-24.046555806359702 89.345006227548737 -3983.9501755156621 -433.37580155688897 -6703.065002133666 110209.82406250002 -12732.409395213794 -31786.012549365885 -1193.0371443281713 -73276.073588709682 -2610.4088410010704 47700.560722632261 30059.750198352383 66342.746253797741 174874.50870768231 4806.76740625 60954.297937863368 128795.46600858249 34480.919921875 1563.9099874902151 7814.5890833518688 212219.29366776315 41360.00064462085 -29484.628878712254 -20981.303025173613 -73269.180477430564 48598.085177123095 51754.121214117011 -30676.104800818106 95416.384510869568 -21268.581473477421
leaf_weight=2458121 1369066 2197 225013 119 25 186 227 1751 31 416 407 257 72 36 25 43 39 131 13418 281 38 109 594 90 90 131 86 53 23 729
leaf_count=2458121 1369066 2197 225013 119 25 186 227 1751 31 416 407 257 72 36 25 43 39 131 13418 281 38 109 594 90 90 131 86 53 23 729
internal_value=0 36.5847 -256.308 1587.92 9938.99 18478.7 9701.2 375.134 37769.3 17962.3 29783 48290.6 67336.7 102520 39801.9 4722.66 80362.4 6778.46 -174.616 -5451.15 -2476.47 45081.2 -17506.3 13165.4 -5882.69 -17306.6 -913.837 25763.7 -2954.13 -26982.9
internal_weight=0 1.61568e+06 246617 21604 3765 1989 1367 1776 622 1140 724 503 246 108 138 74 64 317 17839 4421 3546 237 875 199 3309 1003 2306 184 2220 819
internal_count=4073804 1615683 246617 21604 3765 1989 1367 1776 622 1140 724 503 246 108 138 74 64 317 17839 4421 3546 237 875 199 3309 1003 2306 184 2220 819
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=31
num_cat=0
split_feature=3 1 6 6 0 1 4 7 5 4 0 1 6 6 1 6 0 0 6 5 3 6 1 0 1 4 1 4 0 4
split_gain=3.67433e+11 3.23107e+12 9.26957e+12 2.32728e+13 1.58282e+13 2.11483e+13 2.1098e+13 4.49455e+13 2.4087e+13 2.06541e+13 1.45198e+13 2.00305e+13 1.93629e+13 1.30403e+13 2.09979e+13 1.41554e+13 1.3885e+13 1.31167e+13 1.29841e+13 2.80053e+13 1.97052e+13 1.18084e+13 2.0922e+13 1.80316e+13 1.57931e+13 1.43808e+13 2.36247e+13 1.3956e+13 2.49925e+13 1.37538e+13
threshold=7.5000000000000009 37.131181300000009 120.05000000000001 112.00500000000001 52.516286950000008 36.555998300000006 10.500000000000002 6.0000000000000009 3.5000000000000004 14.500000000000002 60.028671700000011 30.345769800000003 125.02000000000002 168.45000000000002 36.593086150000012 142.05000000000004 55.685785750000008 52.960348700000004 125.02000000000002 3.5000000000000004 10.500000000000002 114.05000000000001 30.242318500000007 59.882709350000006 30.303340300000002 17.500000000000004 30.330566300000005 13.500000000000002 59.963561900000009 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 -5 7 8 -6 -7 13 12 -12 14 17 16 -16 18 -4 -20 -21 22 -8 -24 -25 -26 -27 28 -23 -29
right_child=1 -3 10 4 6 9 21 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 27 23 24 25 26 -28 29 -30 -31
leaf_value=-20.036997985720262 -376.71996117978131 110.29997662845368 -13500.738170078823 -103879.99667119567 50060.199565972231 -35612.503737877159 -23066.660485839846 -25812.774550781251 167428.0864559398 34336.246789253048 120223.13067801339 -11888.718872070312 22408.094947125162 14078.986034900605 14492.310180664062 -111078.42435661764 -82881.627951388888 -14997.057147270198 80677.893497983867 -58531.791036184215 62170.387741815473 -58364.247029622406 123261.87363281251 106157.48831881011 60023.860656571065 -92471.382514880956 22092.241441902283 16321.080998825184 53835.677083333343 -31286.541659007358
leaf_weight=2818986 174968 1076607 112 23 36 87 64 40 34 82 28 112 73 191 32 34 27 1143 62 38 21 75 24 26 73 21 126 564 27 68
leaf_count=2818986 174968 1076607 112 23 36 87 64 40 34 82 28 112 73 191 32 34 27 1143 62 38 21 75 24 26 73 21 126 564 27 68
internal_value=0 45.0137 -349.393 -275.064 12707.8 -13916.4 17047.2 58747.4 107067 -1672.87 -7347.28 17232.4 49525.1 -10501.2 -13697.1 -59685.1 -30068.6 -10588.9 11035.7 33747.1 -15570 12752.3 28340.1 40525.4 32453.5 23743 5726.01 5659.2 -28664.3 11198.7
internal_weight=0 1.25482e+06 178211 176338 1370 192 1178 110 70 169 1873 213 101 1660 1469 93 59 1376 233 121 59 1068 334 270 246 220 147 734 102 632
internal_count=4073804 1254818 178211 176338 1370 192 1178 110 70 169 1873 213 101 1660 1469 93 59 1376 233 121 59 1068 334 270 246 220 147 734 102 632
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 1 0 6 4 4 6 6 0 0 4 6 4 1 6 1 4 7 1 1 0 4 6 4 4 4
split_gain=3.48163e+11 3.5059e+12 3.26203e+13 1.54716e+13 1.19083e+13 8.4358e+12 2.16601e+13 3.04068e+13 2.81027e+13 3.04038e+13 3.41829e+13 3.32001e+13 2.53704e+13 2.13594e+13 2.09227e+13 2.399e+13 2.02736e+13 2.68253e+13 1.96903e+13 3.18788e+13 2.61003e+13 1.45917e+13 1.42619e+13 3.31046e+13 3.03602e+13 6.71029e+13 6.66393e+13 4.8813e+13 2.76033e+13 2.751e+13
threshold=56.067362750000008 55.897267000000006 3930.5000000000005 59.999510900000011 30.500000000000004 37.131181300000009 55.972700350000004 91.02500000000002 24.500000000000004 7.5000000000000009 54.010000000000012 64.805000000000021 56.041614100000011 55.922096200000006 24.500000000000004 52.330000000000005 15.500000000000002 36.865631950000008 68.515000000000015 36.049731800000011 3.5000000000000004 6.0000000000000009 37.46219940000001 37.534144550000008 55.910578700000009 14.500000000000002 47.805000000000007 24.500000000000004 23.500000000000004 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 -1 4 -4 5 6 7 8 9 11 -11 -3 14 16 18 -16 17 -12 19 -8 -20 -22 29 24 25 26 -24 -26 -27 -7
right_child=-2 2 3 -5 -6 22 12 -9 -10 10 13 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 23 -25 27 28 -28 -29 -30 -31
leaf_value=6.120366115010679 47.622175384266853 -9126.3671900025802 -13495.723451979336 -48409.539667898993 76751.90480468751 2791.1488028196241 4443.1935236737518 93028.264583333337 -92414.507221554493 -9517.3479750100159 144151.04342315052 -69401.069784007355 -17994.986080719271 -22007.526486895164 -35922.156788711975 7675.3223800801788 -6908.8747070312502 42406.929003018471 72802.484402901784 31497.529770885216 -18766.387701766795 27895.573677522592 34944.741416352372 -622.87014392201922 7414.904925181796 -12822.244231434699 202722.48451171877 -22647.704103841148 32565.619152870058 -6899.5378966042717
leaf_weight=2820904 1115010 878 462 175 20 4386 735 30 39 195 49 102 329 31 179 428 27 55 42 1069 348 83 58 112747 5411 230 40 600 321 8821
leaf_count=2820904 1115010 878 462 175 20 4386 735 30 39 195 49 102 329 31 179 428 27 55 42 1069 348 83 58 112747 5411 230 40 600 321 8821
internal_value=0 -17.9462 -510.292 -23087.4 -405.51 -416.755 3784.26 -6567.6 -8739.03 -6298.23 18686.6 -15399.9 8314.21 52635.9 11315.5 -5181.27 70299.6 90344.1 15713.2 20474.8 -2447.5 -9780.44 -563.078 -218.188 6632.67 27180.5 103425 4414.15 13619.7 -3681.29
internal_weight=0 2.95879e+06 137890 637 137253 137233 4619 1406 1376 1337 357 980 3213 162 2884 607 131 104 2277 1804 473 431 132614 119407 6660 649 98 6011 551 13207
internal_count=4073804 2958794 137890 637 137253 137233 4619 1406 1376 1337 357 980 3213 162 2884 607 131 104 2277 1804 473 431 132614 119407 6660 649 98 6011 551 13207
is_linear=0
shrinkage=0.1


Tree=4421
num_leaves=31
num_cat=0
split_feature=4 1 1 7 6 0 6 6 6 3 3 6 4 0 6 6 4 0 6 6 4 6 3 6 6 3 6 3 6 6
split_gain=3.31251e+11 2.34167e+12 6.03294e+12 1.65564e+13 1.68436e+13 1.6069e+13 1.40734e+13 1.49774e+13 1.26905e+13 1.08411e+13 1.35745e+13 1.15947e+13 1.47698e+13 1.05684e+13 2.08352e+13 1.03505e+13 1.17882e+13 1.0262e+13 1.00794e+13 1.00116e+13 9.20736e+12 8.26236e+12 1.6403e+13 1.3827e+13 8.20671e+12 8.10249e+12 7.98293e+12 7.78168e+12 7.22111e+12 8.14384e+12
threshold=9.5000000000000018 20.507515800000004 28.601854300000003 6.0000000000000009 84.00500000000001 54.724612400000005 66.50500000000001 64.015000000000015 56.205000000000005 9.5000000000000018 5.5000000000000009 79.710000000000022 11.500000000000002 54.707511300000007 65.410000000000011 67.445000000000007 12.500000000000002 57.719618750000002 44.820000000000007 95.045000000000016 14.500000000000002 89.00500000000001 8.5000000000000018 62.995000000000012 39.995000000000012 3.5000000000000004 75.605000000000004 11.500000000000002 67.91500000000002 72.020000000000024
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 5 6 9 7 -5 18 10 11 12 28 14 24 -8 -17 -10 -7 -13 -11 22 23 -15 -12 -9 -25 -20 -3 -30
right_child=1 2 -4 4 -6 8 15 25 17 20 13 19 -14 21 -16 16 -18 -19 27 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-30.614043791797755 1710.274310949133 -6911.2006926780523 28.219028717776808 -6839.8296458392233 -39639.223280999606 -5049.70738848357 11633.292986639279 -7893.5645226111783 -29588.388411399148 3310.7373900669645 6286.5385237068967 64511.072152944718 37067.295757211541 40490.909830535413 -62517.273484848491 -24878.952278645836 40401.560617897732 6911.3447076244893 19441.000908308135 -4091.4011284722219 -47862.652778764204 77865.696644365031 77763.892431640634 -35022.318500434027 89552.682597656254 -42247.58846302599 27406.75494791667 88198.406640625006 -99441.705191955567 -19449.614441964288
leaf_weight=1892492 8229 172 2168042 2031 156 223 623 104 275 175 29 52 65 126 33 171 33 107 93 36 44 47 62 54 20 202 33 20 20 35
leaf_count=1892492 8229 172 2168042 2031 156 223 623 104 275 175 29 52 65 126 33 171 33 107 93 36 44 47 62 54 20 202 33 20 20 35
internal_value=0 26.5605 20.1847 -3435.24 -7561.4 4524.58 -5979.82 -9947.21 -6896.1 12700.1 18194.9 4627.27 -4962.06 30956.5 -1093.98 5231.55 -14318.9 -19364.6 7279.45 36446.4 -6970.67 39118.4 32496.1 19319.6 40272.7 -30571.7 -11342.3 31610.5 -16996.9 -48537.6
internal_weight=0 2.18131e+06 2.17308e+06 5041 3320 1721 3164 2337 718 1003 784 380 292 404 82 827 204 382 336 88 219 322 275 213 49 306 87 113 227 55
internal_count=4073804 2181312 2173083 5041 3320 1721 3164 2337 718 1003 784 380 292 404 82 827 204 382 336 88 219 322 275 213 49 306 87 113 227 55
is_linear=0
shrinkage=0.1


Tree=4422
num_leaves=31
num_cat=0
split_feature=2 5 6 3 6 5 0 6 4 6 2 6 3 3 0 7 3 4 6 5 6 3 3 4 4 4 3 2 6 6
split_gain=3.2617e+11 1.14942e+12 1.76823e+12 3.85894e+12 2.90227e+12 2.38211e+12 2.53058e+12 2.61322e+12 1.72608e+12 4.87e+12 1.18524e+12 1.10359e+12 8.33643e+12 7.83889e+12 5.38625e+12 1.37691e+13 3.93194e+12 6.15664e+12 3.13327e+12 6.88924e+12 1.71949e+12 2.66643e+12 5.41249e+12 2.63635e+12 2.24049e+12 1.14995e+12 4.6863e+12 3.1771e+12 6.33134e+12 2.70869e+12
threshold=11703.500000000002 5.5000000000000009 168.45000000000002 7.5000000000000009 156.15000000000003 2.5000000000000004 43.051287600000009 189.00000000000003 15.500000000000002 79.710000000000022 13916.000000000002 125.02000000000002 7.5000000000000009 5.5000000000000009 43.051287600000009 6.0000000000000009 3.5000000000000004 5.5000000000000009 122.65000000000002 3.5000000000000004 118.04500000000002 3.5000000000000004 7.5000000000000009 8.5000000000000018 5.5000000000000009 7.5000000000000009 6.5000000000000009 15792.500000000002 56.805000000000007 94.02500000000002
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 5 8 10 7 -7 11 -10 -4 18 13 14 16 -16 17 -13 20 -20 25 24 23 -23 -22 26 27 29 -29 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6978020547253168 1427.6462759160754 18074.672022804054 25620.363977050783 -45996.877421875004 28146.215285773029 27367.27002840909 -32885.71905838816 -17126.65604285038 5550.407393292684 -50447.83646875 -5411.9840624999997 -26172.679048978367 53929.465175189398 -41845.913980679907 37000.77685546875 -52028.871566611844 49518.753044871795 45705.086259321739 -64016.990489130432 15203.680152529763 11280.214375000001 19028.445649857957 -17835.998281250002 66492.954500000007 -30676.748190917973 -1008.0616543209285 39203.113629150394 -2556.9962149880153 -64501.948082386371 -6171.9641704667438
leaf_weight=4059190 9269 37 32 25 38 22 38 33 41 25 20 26 33 37 32 38 39 22 23 21 35 22 20 25 20 4027 32 66 22 494
leaf_count=4059190 9269 37 32 25 38 22 38 33 41 25 20 26 33 37 32 38 39 22 23 21 35 22 20 25 20 4027 32 66 22 494
internal_value=0 471.582 426.901 -9712.16 546.54 -3456.17 -13040.4 670.914 473.551 -15661 13684.8 548.002 7465 -438.75 9319.63 -11329.6 25933.9 6771.3 436.454 -26207.1 520 12340.2 25734.8 44275.5 -3976.86 416.329 996.721 872.612 -18043.2 1043.11
internal_weight=0 14614 14577 170 14407 145 93 55 14369 66 52 14303 227 194 157 70 87 48 14076 44 14032 122 67 47 55 13910 9883 9851 88 9763
internal_count=4073804 14614 14577 170 14407 145 93 55 14369 66 52 14303 227 194 157 70 87 48 14076 44 14032 122 67 47 55 13910 9883 9851 88 9763
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 0 3 0 0 4 0 6 5 6 3 3 3 6 6 6 5 4 0 0 6 6 4 0 4 4
split_gain=3.23482e+11 4.89089e+12 1.86269e+13 3.44965e+13 3.54308e+13 2.55346e+13 3.18603e+13 2.55196e+13 9.92561e+13 7.17125e+13 5.37921e+13 5.21133e+13 7.55775e+13 7.36514e+13 6.54608e+13 6.47756e+13 6.35096e+13 6.19879e+13 5.78581e+13 6.0941e+13 5.37091e+13 4.7898e+13 4.65024e+13 4.44085e+13 3.89462e+13 3.62448e+13 6.26629e+13 3.56271e+13 3.55826e+13 3.5327e+13
threshold=30.370944000000005 30.410676000000006 14.500000000000002 60.042359000000012 30.389265100000003 60.05226170000001 9.5000000000000018 59.963561900000009 59.990753350000013 6.5000000000000009 59.91832440000001 83.820000000000007 2.5000000000000004 71.715000000000018 2.5000000000000004 6.5000000000000009 8.5000000000000018 93.050000000000011 74.015000000000015 80.030000000000015 3.5000000000000004 11.500000000000002 60.028671700000011 59.905532300000012 93.050000000000011 33.805000000000007 11.500000000000002 59.848366150000011 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 2 5 4 -4 6 7 10 9 -9 23 13 14 15 -13 -12 18 -14 -15 20 -20 -21 -10 24 -2 -11 -27 -26 -16 -17
right_child=1 -3 3 -5 -6 -7 -8 8 22 25 11 12 17 16 28 29 -18 -19 19 21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=105.33448440845541 -5468.2032796837584 2.9338049174407641 -1006.4847231328085 -25652.155950842174 11271.513842767554 12861.726587201729 -19392.550153973229 -8083.1641849125663 12746.519361504106 -9633.4039973472482 416.19710467532013 -73565.185807291666 -67946.568738384507 95576.907494059109 137808.32107780615 158535.11197916669 187289.57327148438 -7945.402516488909 -10528.995539353651 118839.16236979168 158357.18760742189 -8790.8031664471291 -8934.1130704536718 -92086.64770339441 49142.00317531277 -88453.86047703943 -29241.695389483055 -55645.35382401316 39892.931643178104 34202.32786477061
leaf_weight=272076 8434 3769594 6667 428 3630 976 1216 963 1782 201 2248 42 227 137 49 24 30 713 322 93 20 43 2224 58 222 344 372 38 153 478
leaf_count=272076 8434 3769594 6667 428 3630 976 1216 963 1782 201 2248 42 227 137 49 24 30 713 322 93 20 43 2224 58 222 344 372 38 153 478
internal_value=0 -7.53841 -1236.02 2165.62 3321.88 -2940.09 -3694.88 -2701.58 -8185.8 -27141.7 -280.142 8501.92 -9562.88 14802 40026.6 7668.79 45214.8 -22435 38284.4 21863.7 -652.611 78485.6 710.142 -4874.87 -4293.06 -47156.3 -57690 33826.9 63644.7 40146.5
internal_weight=0 3.80173e+06 32134 10725 10297 21409 20433 19217 5886 1880 13331 4579 1184 3395 244 2750 645 940 615 478 342 136 4006 8752 8694 917 716 260 202 502
internal_count=4073804 3801728 32134 10725 10297 21409 20433 19217 5886 1880 13331 4579 1184 3395 244 2750 645 940 615 478 342 136 4006 8752 8694 917 716 260 202 502
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=31
num_cat=0
split_feature=4 6 3 3 6 3 6 3 4 6 6 2 1 3 1 3 6 6 6 3 3 3 3 3 7 3 1 3 6 3
split_gain=3.19943e+11 1.55036e+12 5.47552e+12 1.11225e+13 2.61307e+12 2.34159e+12 1.48001e+12 1.25748e+12 1.62724e+12 6.73281e+12 1.45006e+13 1.28e+13 5.24117e+12 2.93904e+13 1.24919e+13 7.7993e+12 1.47248e+13 3.83419e+12 5.46092e+12 5.1212e+12 3.83382e+12 6.72859e+12 7.00319e+12 5.22986e+12 7.16645e+12 3.57185e+12 3.42126e+12 1.32801e+13 3.77533e+12 2.34904e+12
threshold=37.500000000000007 82.00500000000001 6.5000000000000009 15.500000000000002 85.020000000000024 24.500000000000004 80.030000000000015 36.500000000000007 36.500000000000007 37.995000000000012 45.605000000000011 2632.5000000000005 37.563506350000004 11.500000000000002 37.631035900000008 14.500000000000002 52.015000000000008 189.00000000000003 142.05000000000004 29.500000000000004 6.5000000000000009 5.5000000000000009 4.5000000000000009 8.5000000000000018 6.0000000000000009 25.500000000000004 37.768783500000005 26.500000000000004 80.030000000000015 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=7 6 -3 -4 -5 -6 -2 8 -1 -10 11 -11 13 -12 -14 -15 -17 18 20 -20 21 22 -16 24 -22 -18 27 -25 -29 -28
right_child=1 2 3 4 5 -7 -8 -9 9 10 12 -13 14 15 17 16 25 -19 19 -21 23 -23 -24 26 -26 -27 29 28 -30 -31
leaf_value=-0.4292367545891721 -1022.6873383108701 31700.442805989584 -75516.197042410713 -32348.29282670455 28497.63877963362 -10451.238541666668 18506.656774902345 -20472.800260416669 -44037.646255387932 98490.923072916674 73203.552706473216 10592.470280827703 77321.425985054346 -89912.562469951925 -11004.965612533246 -98934.340078125009 27250.936168981483 44089.852911931819 -52112.26427455357 5265.4324707031255 82370.838560267861 -49977.889223345592 52868.899851190479 75621.083896169366 6203.8150651041669 -25205.243583984378 -8990.3327170264656 -29273.201159274195 22397.828440504807 5261.5670720274156
leaf_weight=4071036 1299 24 28 22 29 33 40 30 29 30 28 37 23 26 94 20 27 22 35 28 21 34 21 31 30 25 151 31 26 494
leaf_count=4071036 1299 24 28 22 29 33 40 30 29 30 28 37 23 26 94 20 27 22 35 28 21 34 21 31 30 25 151 31 26 494
internal_value=0 -1472.52 -11645.3 -20933.7 -2739.55 7766.78 -439.286 0.533349 0.684173 3589.55 4708.82 49950 2111.43 -17151.3 4442.95 -42967 -26014.5 2796.38 1884.28 -26611.1 3808.4 -10895.8 658.958 6602.94 37566.7 2031.62 4448.57 22944.6 -5703.96 1925.08
internal_weight=0 1475 136 112 84 62 1339 4.07233e+06 4.0723e+06 1263 1234 67 1167 126 1041 98 72 1018 996 63 933 149 115 784 51 52 733 88 57 645
internal_count=4073804 1475 136 112 84 62 1339 4072329 4072299 1263 1234 67 1167 126 1041 98 72 1018 996 63 933 149 115 784 51 52 733 88 57 645
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=31
num_cat=0
split_feature=1 2 1 4 5 6 4 0 6 6 4 6 4 0 6 6 5 0 3 3 0 6 4 6 6 3 6 6 5 6
split_gain=3.18841e+11 2.69724e+12 7.25727e+12 1.13151e+13 1.29583e+13 2.26378e+13 2.80622e+13 1.24492e+13 1.00292e+13 1.56838e+13 1.02263e+13 9.28305e+12 8.83238e+12 7.66771e+12 7.49885e+12 7.25595e+12 9.97815e+12 1.06825e+13 9.0358e+12 7.60329e+12 8.59639e+12 6.71054e+12 6.67655e+12 6.26091e+12 6.24752e+12 6.24034e+12 5.77684e+12 6.96059e+12 5.61174e+12 4.78256e+12
threshold=91.292296250000007 9907.0000000000018 113.48479755000001 11.500000000000002 2.5000000000000004 58.995000000000012 5.5000000000000009 52.02416370000001 82.905000000000015 71.030000000000015 14.500000000000002 64.015000000000015 4.5000000000000009 52.02416370000001 43.010000000000012 75.010000000000005 3.5000000000000004 52.07762420000001 5.5000000000000009 4.5000000000000009 52.07762420000001 34.905000000000008 4.5000000000000009 98.020000000000024 85.020000000000024 10.500000000000002 88.00500000000001 83.820000000000007 1.5000000000000002 63.140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -7 -8 9 -5 -10 -6 -3 22 21 18 19 -18 -15 20 23 -14 -13 26 -24 -12 27 -17 -16 -9
right_child=1 2 -4 8 11 6 7 29 10 -11 25 13 14 15 28 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.323146821081707 379.31939089131856 6994.9769491889274 284.52469267989807 14258.287092986555 -1604.868939355367 -8795.6125905797107 -5972.4162006993456 87414.840854673035 -5030.1066406250002 -34920.494172146951 100187.80056640625 -3544.9092513020837 -3620.0117308343952 -13095.475807832325 19095.071748395651 57541.881639720785 -21829.411286417642 27417.350824444115 -41955.705219884076 -10928.092962771047 -9315.2714373553245 -14434.194718369225 -34329.674929256893 -10970.517996651786 -90971.016168478265 28074.792226562498 97161.88771484376 -5435.4920673076922 -1591.2167372523127 49771.034000651045
leaf_weight=3931467 110790 792 22614 362 959 138 31 54 27 79 30 60 1294 867 140 54 288 52 124 98 54 1031 127 21 23 20 20 26 2072 90
leaf_count=3931467 110790 792 22614 362 959 138 31 54 27 79 30 60 1294 867 140 54 288 52 124 98 54 1031 127 21 23 20 20 26 2072 90
internal_value=0 147.03 -668.749 -3081.97 -3964.99 -1213.89 24922.9 51512.3 11262.7 5448.48 44562.6 -9562.42 -2749.04 -13769.3 -4450 -11416.9 -2865.17 -14297.6 -16706.6 11373 23861.5 -8415.46 -31737.6 38667.7 -43014.7 71342.6 49091.8 37074.2 -281.958 63887.5
internal_weight=0 142337 31547 8933 8415 5642 313 175 518 441 77 2773 5329 1814 4537 1604 613 340 991 273 175 2325 210 121 150 50 100 80 2212 144
internal_count=4073804 142337 31547 8933 8415 5642 313 175 518 441 77 2773 5329 1814 4537 1604 613 340 991 273 175 2325 210 121 150 50 100 80 2212 144
is_linear=0
shrinkage=0.1


Tree=4426
num_leaves=31
num_cat=0
split_feature=1 6 0 0 0 5 4 1 3 1 6 5 3 0 0 6 6 1 0 2 1 0 1 0 6 6 6 3 6 6
split_gain=3.31711e+11 2.37444e+12 5.75271e+12 1.55333e+13 1.2395e+13 1.18378e+13 1.1717e+13 1.2705e+13 1.17211e+13 1.12017e+13 1.14646e+13 1.05848e+13 1.66512e+13 2.37091e+13 2.18991e+13 1.7578e+13 2.6861e+13 1.53383e+13 1.2806e+13 1.64804e+13 1.3398e+13 1.10383e+13 1.01205e+13 2.28154e+13 2.69995e+13 2.07197e+13 1.2345e+13 1.10333e+13 1.00051e+13 9.49454e+12
threshold=83.000013850000016 59.010000000000012 55.012854300000008 55.013931500000005 54.810424650000009 1.5000000000000002 16.500000000000004 83.117716000000016 10.500000000000002 83.086354900000018 79.710000000000022 2.5000000000000004 1.5000000000000002 55.030407050000001 55.018166200000003 63.855000000000011 68.00500000000001 92.948588300000011 56.067362750000008 10180.500000000002 92.90968070000001 56.041614100000011 92.865667950000017 56.020150250000007 79.710000000000022 82.00500000000001 67.91500000000002 6.5000000000000009 94.02500000000002 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 4 28 -3 -5 -6 9 -9 -8 -11 12 14 15 -7 -14 -17 18 20 -20 21 22 -15 24 26 -26 -24 -28 -4 -19
right_child=1 2 3 5 6 11 7 8 -10 10 -12 -13 13 17 -16 16 -18 29 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=10.338768826520772 73.81937748450315 -517.2377876932602 -5491.3703061355418 13732.74300684105 4091.411208867054 6150.8529534909121 -1871.937899815925 106153.24886718752 9135.7832386363643 -14155.358761342368 -71280.591442587218 -31.178950178736883 -10949.820537300744 2363.622025830764 -5792.71594078628 6292.3868518319732 -20753.451731068464 -11076.671589332151 -19874.536113538241 13556.655592735142 17146.891457341553 -7672.5696261672601 21968.554875000002 128.45342483520508 -68320.17395833334 52429.824416503907 144683.89581801472 65249.152899848094 -29969.814328655619 45796.947851562501
leaf_weight=3601077 323017 43087 4795 573 12748 4078 2782 20 33 192 43 63233 5894 3418 2462 1542 482 1361 532 204 631 1005 25 240 27 30 34 36 173 30
leaf_count=3601077 323017 43087 4795 573 12748 4078 2782 20 33 192 43 63233 5894 3418 2462 1542 482 1361 532 204 631 1005 25 240 27 30 34 36 173 30
internal_value=0 -78.7573 -407.959 -907.226 361.684 -592.573 2755.8 -2790.25 45746.1 -3642.9 -24608.1 -688.844 -2576.46 -4362.76 1654.67 -8188.75 -148.371 -362.473 1772.31 -10608.3 3445.49 1649.94 4109.02 19327.8 49642.7 -4767.54 82288.8 103832 -6343.78 -9850.07
internal_weight=0 472727 149710 90805 58905 85837 15818 3070 53 3017 235 85264 22031 15491 6540 7918 2024 7573 6182 736 5446 4815 3810 392 152 57 95 70 4968 1391
internal_count=4073804 472727 149710 90805 58905 85837 15818 3070 53 3017 235 85264 22031 15491 6540 7918 2024 7573 6182 736 5446 4815 3810 392 152 57 95 70 4968 1391
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 0 1 0 4 4 1 5 6 5 5 6 1 3 1 6 6 1 1 4 4 0 1 1 4
split_gain=3.32884e+11 4.08698e+12 9.59488e+12 2.18485e+13 2.17226e+13 3.8158e+13 2.77749e+13 2.76277e+13 2.54213e+13 2.32275e+13 2.27532e+13 2.48532e+13 2.23629e+13 2.04472e+13 2.50241e+13 2.23784e+13 4.20555e+13 2.78972e+13 2.49201e+13 2.00231e+13 2.09714e+13 1.89775e+13 1.89082e+13 1.87039e+13 1.79951e+13 1.84889e+13 1.50622e+13 2.41887e+13 2.32333e+13 1.47093e+13
threshold=62.375000000000007 57.174562350000009 57.978821400000008 58.010305850000002 39.908802000000009 39.777866350000004 57.719618750000002 65.64204770000002 57.57007620000001 18.500000000000004 3.5000000000000004 39.939672500000007 2.5000000000000004 98.020000000000024 3.5000000000000004 2.5000000000000004 75.010000000000005 65.559704250000024 16.500000000000004 30.624707450000006 83.820000000000007 62.995000000000012 56.128886000000001 38.247071200000008 15.500000000000002 4.5000000000000009 57.60122925000001 39.939672500000007 65.593879100000024 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 22 5 12 8 10 -7 -9 11 29 -3 15 26 16 -12 -17 -18 -14 23 -10 -4 -21 25 -24 28 -28 -15 -6
right_child=1 2 3 -5 7 6 -8 9 21 -11 13 -13 19 14 -16 17 18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-17.154956064332136 129.75467277423823 -21674.316864787746 -11556.701379617192 -267.93291112731407 -8937.8375325520828 -24669.259978781807 -41042.291251265917 5475.6545535677324 -17500.25492144758 49618.907582749118 -6541.5223888999999 1326.8525580897315 8925.8747340871832 -7731.2795236707088 -10.265145646386493 -4750.6896943817201 -35541.442540589931 11800.180384700479 44422.98844917112 -90883.383750000008 -35867.098470273741 6307.8284437947914 -17819.412157434181 -3697.1159589405552 3843.8355295018223 22179.654302735304 -79622.306786352361 -25850.345451188288 -89283.626883012825 54714.543209285861
leaf_weight=2995108 915702 891 466 128438 48 288 135 566 347 151 3506 1435 886 335 429 7727 788 1173 41 25 257 9525 127 1560 2012 1283 129 238 39 149
leaf_count=2995108 915702 891 466 128438 48 288 135 566 347 151 3506 1435 886 335 429 7727 788 1173 41 25 257 9525 127 1560 2012 1283 129 238 39 149
internal_value=0 47.6325 -413.731 -44.3674 -2007.46 912.973 4017.87 -4432.84 4616.61 14772.2 -5291.48 5899.19 -7919.57 -6559.32 -19230.9 -5439.13 -11331 -2569.32 -31586.6 -3427.09 -9368.85 5470.98 7341 -5072.29 9914.44 18576.9 -30358.6 -44751.1 -16235.4 39205.3
internal_weight=0 1.0787e+06 162994 132326 30668 13914 10295 16754 10160 717 16037 1632 3619 14405 1170 13235 4335 8900 829 2728 1842 9872 3888 1585 3422 1410 741 367 374 197
internal_count=4073804 1078696 162994 132326 30668 13914 10295 16754 10160 717 16037 1632 3619 14405 1170 13235 4335 8900 829 2728 1842 9872 3888 1585 3422 1410 741 367 374 197
is_linear=0
shrinkage=0.1


Tree=4428
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 1 0 6 4 4 0 6 0 4 6 6 1 4 3 1 3 4 7 6 5 6 7 6 1 1
split_gain=3.92715e+11 3.14989e+12 2.63536e+13 1.25329e+13 9.5598e+12 6.91806e+12 1.75327e+13 2.46223e+13 2.2766e+13 2.56456e+13 2.62839e+13 2.34477e+13 2.05451e+13 1.69612e+13 1.98754e+13 1.59722e+13 2.58122e+13 2.11441e+13 1.47808e+13 1.41351e+13 1.38721e+13 1.87131e+13 1.37012e+13 1.35398e+13 2.25713e+13 1.32216e+13 1.18189e+13 1.31276e+13 1.13611e+13 2.70366e+13
threshold=56.067362750000008 55.897267000000006 3930.5000000000005 59.999510900000011 30.500000000000004 37.131181300000009 55.972700350000004 91.02500000000002 24.500000000000004 9.5000000000000018 55.910578700000009 58.305000000000007 56.041614100000011 24.500000000000004 59.505000000000003 68.515000000000015 36.049731800000011 3.5000000000000004 8.5000000000000018 36.555998300000006 7.5000000000000009 9.5000000000000018 6.0000000000000009 64.405000000000015 3.5000000000000004 81.705000000000013 6.0000000000000009 72.50500000000001 37.46219940000001 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 19 -11 -12 13 15 -15 16 20 -17 -13 -3 21 -8 -16 -21 -25 -14 -19 -28 -7 -30
right_child=-2 2 3 -5 -6 28 12 -9 -10 10 11 18 25 14 22 17 -18 26 -20 23 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=3.7520468486063461 50.577436827372793 -38694.924177433895 -12145.814195938441 -43569.423810512002 68740.230078125009 -3317.2403319257519 4517.970913566568 83712.390104166669 -83177.381520432697 -47736.98737792969 1717.6195234375002 126857.58729580967 -10962.598793366669 -29284.56876054504 -16487.170520368305 65511.741387648814 28345.817446491183 -16905.114324293467 32870.0841281467 -1833.2956462636726 86143.663769531253 -91297.77663690476 22475.250372170278 -52161.250258091517 60288.712723214288 -92970.486830357157 -19253.644172297296 60757.82520380435 5964.9053809566904 -592.03397612216031
leaf_weight=2820904 1115010 156 462 175 20 13207 694 30 39 32 50 44 308 213 140 42 1069 348 27 888 20 21 254 119 21 21 37 46 6660 112747
leaf_count=2820904 1115010 156 462 175 20 13207 694 30 39 32 50 44 308 213 140 42 1069 348 27 888 20 21 254 119 21 21 37 46 6660 112747
internal_value=0 -19.0599 -485.739 -20778.7 -391.558 -401.633 3402.74 -5910.76 -7864.75 -5667.9 32859.6 54174.4 7478.31 10179.1 -4673.98 14138.7 18427.3 -2217.78 91115.9 -10646.5 4001.49 1703.8 8630.74 -6390.17 -35293.8 -16197.1 -8817.88 25090.1 -534.141 -226.317
internal_weight=0 2.95879e+06 137890 637 137253 137233 4619 1406 1376 1337 153 121 3213 2884 607 2277 1804 473 71 1184 735 715 394 1028 140 329 431 83 132614 119407
internal_count=4073804 2958794 137890 637 137253 137233 4619 1406 1376 1337 153 121 3213 2884 607 2277 1804 473 71 1184 735 715 394 1028 140 329 431 83 132614 119407
is_linear=0
shrinkage=0.1


Tree=4429
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 4 4 0 6 0 0 1 0 6 4 6 4 2 4 4 4 4 6 6 6 4 6 0 4 1
split_gain=3.70232e+11 2.54152e+12 1.44551e+13 1.67867e+13 1.27479e+13 9.5259e+12 7.70162e+12 8.19356e+12 1.48402e+13 1.45152e+13 1.88991e+13 1.8155e+13 1.21035e+13 1.10994e+13 2.49176e+13 1.10363e+13 1.06882e+13 1.06718e+13 9.69647e+12 9.21599e+12 8.98775e+12 8.44756e+12 8.37786e+12 8.50787e+12 1.9881e+13 8.03313e+12 1.18322e+13 7.93148e+12 1.64436e+13 9.27173e+12
threshold=91.292296250000007 83.971434050000013 52.02416370000001 86.169282750000022 10.500000000000002 4.5000000000000009 17.500000000000004 54.188398350000007 33.305000000000007 55.390026600000006 56.262014700000009 86.020047450000007 53.888505650000006 91.02500000000002 4.5000000000000009 64.805000000000021 9.5000000000000018 3658.0000000000005 13.500000000000002 9.5000000000000018 5.5000000000000009 3.5000000000000004 37.705000000000005 125.02000000000002 156.15000000000003 7.5000000000000009 82.905000000000015 55.60524465000001 5.5000000000000009 86.020047450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 11 13 15 18 19 -15 -9 17 22 25 21 -14 -11 -13 -24 -25 -10 -27 -23 29 -29
right_child=-2 2 6 -5 -6 -7 -8 9 12 10 -12 16 20 14 -16 -17 -18 -19 -20 -21 -22 27 23 24 -26 26 -28 28 -30 -31
leaf_value=2.3666315136035521 158.43658883477059 -2970.0046411068738 4293.8699440867213 -66757.923744419648 82227.850699707036 16196.047884019372 12350.969624584144 -7626.3021231170569 -2182.4102910772899 1983.3591091142134 3165.8632381636985 -794.26182900766617 -24567.242077293824 50252.112112630217 -51078.546768404747 -39881.322832661295 -2760.593360049877 -43383.283089885314 39843.537896972659 3777.2451506631546 -4742.9200981140139 -4134.354442426843 6152.7486468731477 -112452.69455078126 16262.075755208332 -7642.7205302791572 -44165.297796365492 4519.0502700293628 -32612.172035102845 -11202.369079823009
leaf_weight=3891940 142337 381 1963 28 25 812 418 734 5527 1100 3684 2422 534 30 127 124 2820 47 50 1075 400 3365 8143 20 30 2476 92 447 320 2333
leaf_count=3891940 142337 381 1963 28 25 812 418 734 5527 1100 3684 2422 534 30 127 124 2820 47 50 1075 400 3365 8143 20 30 2476 92 447 320 2333
internal_value=0 -5.73613 -803.557 9796.22 11556.1 10075.1 -1148.57 -1297.6 -3590.27 -353.722 -2847.31 1816.6 -5294.93 -5365.5 -31716 -12287.9 2714.22 4162.25 -4058.51 -4886.68 -16077.2 -6117.83 4372.77 5900.24 -35223.8 -4329.68 -8951.16 -7496.23 -11145.5 -8674.5
internal_weight=0 3.93147e+06 39527 1246 1218 1193 38281 37863 11042 26821 12481 14340 9079 8797 157 858 13482 10662 8145 8640 934 7565 10615 8193 50 8095 2568 6465 3100 2780
internal_count=4073804 3931467 39527 1246 1218 1193 38281 37863 11042 26821 12481 14340 9079 8797 157 858 13482 10662 8145 8640 934 7565 10615 8193 50 8095 2568 6465 3100 2780
is_linear=0
shrinkage=0.1


Tree=4430
num_leaves=31
num_cat=0
split_feature=4 0 0 3 6 1 6 4 1 4 7 1 6 4 1 6 7 1 1 6 1 1 1 4 3 1 4 0 1 3
split_gain=3.72976e+11 3.11456e+12 1.42515e+13 1.84996e+13 2.05103e+13 3.12984e+13 2.29562e+13 2.24824e+13 4.1476e+13 6.53672e+13 4.2963e+13 2.01807e+13 1.5544e+13 4.75925e+13 2.89173e+13 5.02405e+13 1.52241e+13 1.30307e+13 1.28385e+13 2.86993e+13 2.46769e+13 2.33019e+13 4.76663e+13 1.30685e+13 1.23666e+13 1.3136e+13 2.28796e+13 1.44959e+13 4.27988e+13 2.55028e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 15.500000000000002 106.49500000000002 39.018051150000005 38.605000000000011 16.500000000000004 38.989878900000008 13.500000000000002 6.0000000000000009 39.004719500000007 82.905000000000015 16.500000000000004 38.977585500000011 89.00500000000001 6.0000000000000009 38.965413050000002 39.01296365000001 82.00500000000001 38.965413050000002 38.927872750000006 38.948208550000011 16.500000000000004 10.500000000000002 39.018051150000005 23.500000000000004 45.055912800000009 39.029038350000008 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 6 7 -3 8 -6 -10 -11 -9 18 16 17 -16 -14 -15 19 20 21 -8 23 -23 25 26 -20 28 -27 -30
right_child=1 2 -4 -5 5 -7 12 11 9 10 -12 -13 13 14 15 -17 -18 -19 24 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=23.414805274673743 424.64902934069545 2771.3113332696748 -44.278634473994572 4673.9389821113355 10738.012985436893 -88932.287351392675 -999.31384631819492 37543.344433593753 -21282.486778846156 283248.11785714288 96755.355807291679 -64220.411152086759 -35810.992197067237 -97627.930230978265 -17207.744758488581 54111.357948133678 -360.20342085096576 -16757.156394518141 -22798.206793944119 110920.44256114132 5497.9452689954969 -47548.270172040058 -5257.306489640202 -101443.42004158266 -1786.6824088565522 -13563.675053118382 22441.11482151931 -12604.571601320453 53932.598862974104 8303.3248274398193
leaf_weight=2547999 132266 3544 1373283 2902 103 23 1009 40 26 21 30 38 763 23 182 216 144 149 1227 23 2340 164 415 62 2644 1046 123 2260 155 584
leaf_count=2547999 132266 3544 1373283 2902 103 23 1009 40 26 21 30 38 763 23 182 216 144 149 1227 23 2340 164 415 62 2644 1046 123 2260 155 584
internal_value=0 -39.1013 -83.1175 -2716.25 -3952.07 22845 -4393.11 32809.7 52241.9 107760 173546 -12033.9 -6269.88 -15952.4 6691.2 21498.1 -30182.6 -27571.3 -5083.26 -463.777 -1105.84 -10471.2 -25381 -62333.7 -7389.27 -10135 -18676.4 -7284.36 -548.409 17873.7
internal_weight=0 1.5258e+06 1.39354e+06 20256 17354 281 17073 258 180 77 51 78 13529 1477 570 398 907 172 12052 4013 3990 1650 641 226 8039 5395 1350 4045 1785 739
internal_count=4073804 1525805 1393539 20256 17354 281 17073 258 180 77 51 78 13529 1477 570 398 907 172 12052 4013 3990 1650 641 226 8039 5395 1350 4045 1785 739
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=31
num_cat=0
split_feature=0 1 1 6 6 6 4 4 7 5 4 6 4 6 1 0 6 6 3 0 6 6 6 1 6 4 6 6 3 3
split_gain=3.85466e+11 4.18622e+12 2.81983e+13 2.22755e+13 1.96455e+13 1.45259e+13 1.10806e+13 2.16647e+13 2.67072e+13 1.3973e+13 1.84513e+13 3.36971e+13 3.34422e+13 2.84457e+13 2.06994e+13 1.86324e+13 1.80588e+13 1.55304e+13 2.12529e+13 3.59875e+13 2.00667e+13 1.88114e+13 1.55947e+13 1.52833e+13 1.36518e+13 1.20648e+13 1.52472e+13 1.89527e+13 1.93493e+13 1.93125e+13
threshold=44.895258050000002 37.755233900000007 37.740454950000007 66.50500000000001 116.05000000000001 85.020000000000024 15.500000000000002 14.500000000000002 6.0000000000000009 1.5000000000000002 10.500000000000002 57.715000000000011 11.500000000000002 59.245000000000012 37.331232350000008 44.878071950000013 58.995000000000012 75.010000000000005 8.5000000000000018 44.878071950000013 82.905000000000015 92.02500000000002 57.005000000000003 37.318079750000003 38.805000000000007 8.5000000000000018 99.050000000000011 101.02000000000002 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 6 -4 5 -5 7 9 -9 10 11 24 13 -12 -14 -16 -13 18 -11 -20 -19 -22 -21 25 -1 -23 -27 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 -8 8 -10 17 12 16 14 -15 15 -17 -18 20 19 22 21 23 -24 -25 -26 26 27 28 29 -31
leaf_value=2967.249278406231 7.1439205939272856 62.972871746806383 -7172.0636371472156 -28926.577963391472 60814.044940476189 -80295.713502412691 -3512.6771805806547 -17112.141427251347 47305.18198359001 3562.2821780073996 -29753.87367949096 115846.65515046298 -15984.656852853657 -121428.9909338663 -17983.795357207608 15395.987358437122 28237.997068711582 -17034.484127235533 -3205.4555362930059 17010.114746011823 15235.523952187557 -8466.4129286251318 58365.050371509315 -16595.478759039259 -4841.3748266007615 -38546.118290441176 126238.56125000001 -25864.243465909094 109634.17386259192 21561.714491977487
leaf_weight=4382 3865320 175168 2554 289 21 68 7775 93 209 7883 159 27 998 43 237 568 183 794 317 149 674 239 235 605 4578 34 20 55 34 93
leaf_count=4382 3865320 175168 2554 289 21 68 7775 93 209 7883 159 27 998 43 237 568 183 794 317 149 674 239 235 605 4578 34 20 55 34 93
internal_value=0 -132.449 -1159.93 -10525.3 -33182 -38711.2 -256.192 863.68 27468.1 503.5 -1994.47 -94.4291 -10684.4 -49268.9 -6361.58 5568.65 39502 3011.11 5046.09 21732 -3844.55 2126.27 42318.5 -6054.88 -1022.47 7370.52 23408.8 33836.8 23682.8 45140.2
internal_weight=0 208484 33316 2932 378 357 30384 22609 302 22307 11175 9170 2005 202 1803 805 210 11132 8584 701 2548 1754 384 1080 8960 475 236 202 182 127
internal_count=4073804 208484 33316 2932 378 357 30384 22609 302 22307 11175 9170 2005 202 1803 805 210 11132 8584 701 2548 1754 384 1080 8960 475 236 202 182 127
is_linear=0
shrinkage=0.1


Tree=4432
num_leaves=31
num_cat=0
split_feature=0 6 3 4 6 7 4 1 6 5 5 4 3 6 4 6 6 4 4 3 1 5 3 6 6 7 3 4 5 3
split_gain=3.42546e+11 1.55457e+12 6.93334e+12 8.78485e+12 1.35096e+13 2.0674e+13 7.4223e+12 1.25216e+13 1.02946e+13 9.40249e+12 6.13043e+12 7.91013e+12 8.7865e+12 4.70637e+12 5.43416e+12 6.66397e+12 6.40678e+12 4.98539e+12 5.4805e+12 4.31768e+12 4.09901e+12 4.589e+12 4.33505e+12 1.17958e+13 5.27919e+12 5.25034e+12 7.0882e+12 4.98041e+12 4.00083e+12 7.02515e+12
threshold=42.965693300000005 87.015000000000015 5.5000000000000009 14.500000000000002 168.45000000000002 6.0000000000000009 10.500000000000002 47.504912950000005 116.05000000000001 3.5000000000000004 3.5000000000000004 9.5000000000000018 7.5000000000000009 79.710000000000022 12.500000000000002 82.00500000000001 84.00500000000001 3.5000000000000004 11.500000000000002 8.5000000000000018 47.504912950000005 2.5000000000000004 4.5000000000000009 84.810000000000016 85.020000000000024 6.0000000000000009 7.5000000000000009 9.5000000000000018 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 13 -3 4 6 -6 10 8 -8 -9 28 -12 -13 -1 15 17 -16 -15 -19 -18 21 -17 23 -22 -24 27 -27 -26 -4 -30
right_child=-2 2 3 -5 5 -7 7 9 -10 -11 11 12 -14 14 16 20 19 18 -20 -21 22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-622.41825252617832 1.8039214055550248 -6657.0454433597934 -14596.449407330683 -25259.944140625001 -4639.8688261718753 128276.89289772727 84558.579209547781 3437.4394704598922 -3685.0542773437501 66173.093610473632 196.04162946428573 3580.8023925781254 -77597.240566406253 -27006.096723790324 6819.7575607587705 35883.819280273441 23081.57421875 18813.677532470705 -12289.241909327653 73675.434727822591 -24225.60566071155 -14680.269670758929 -4319.7924960706359 19186.233446059992 -25156.138452888259 -45192.011093750007 30891.461197916669 -81959.263671875 10132.286629718663 -31036.398786569149
leaf_weight=11230 4058099 1752 136 104 25 22 39 538 20 25 63 20 40 31 106 50 37 400 66 31 102 28 169 162 33 25 24 29 351 47
leaf_count=11230 4058099 1752 136 104 25 22 39 538 20 25 63 20 40 31 106 50 37 400 66 31 102 28 169 162 33 25 24 29 351 47
internal_value=0 -466.124 -2439.86 2726.92 4921.97 57576.5 2987.05 10816.3 54645.5 6223.21 -4425.14 -24552.2 -50537.9 35.3882 5748.59 3192.2 22188.8 11825.3 14408.5 46146.4 -3705.98 17732.6 -6779.9 2413.48 -15447.9 -32390.8 -7926.64 -51725.3 210.87 5270.66
internal_weight=0 15705 3182 1430 1326 47 1279 622 59 563 657 123 60 12523 1293 1119 174 497 466 68 622 78 544 264 280 111 49 62 534 398
internal_count=4073804 15705 3182 1430 1326 47 1279 622 59 563 657 123 60 12523 1293 1119 174 497 466 68 622 78 544 264 280 111 49 62 534 398
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=31
num_cat=0
split_feature=6 2 0 1 3 5 1 0 4 4 5 5 6 7 6 6 6 6 4 7 0 4 6 6 5 3 4 5 3 6
split_gain=3.24228e+11 2.24834e+12 5.07169e+12 1.41103e+13 1.43014e+13 1.38742e+13 1.28774e+13 2.05994e+13 2.38142e+13 2.50814e+13 1.56728e+13 1.93382e+13 1.98698e+13 3.83322e+13 2.38093e+13 2.19624e+13 1.55103e+13 1.34334e+13 1.25393e+13 1.14953e+13 1.08607e+13 2.92876e+13 1.30721e+13 3.04819e+13 2.28367e+13 2.01704e+13 1.21914e+13 2.92227e+13 7.01777e+13 3.2228e+13
threshold=87.395000000000024 3999.0000000000005 44.249882500000005 45.71452080000001 2.5000000000000004 2.5000000000000004 43.047633000000012 44.046956350000009 8.5000000000000018 6.5000000000000009 2.5000000000000004 4.5000000000000009 122.65000000000002 6.0000000000000009 108.05000000000001 92.02500000000002 112.00500000000001 142.05000000000004 9.5000000000000018 6.0000000000000009 44.046956350000009 8.5000000000000018 112.00500000000001 125.02000000000002 2.5000000000000004 3.5000000000000004 7.5000000000000009 2.5000000000000004 4.5000000000000009 94.02500000000002
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 6 5 -5 20 10 9 -9 18 12 14 17 15 -12 19 -14 -8 -16 26 22 24 25 -22 -24 27 28 -2 -29
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 13 -15 16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=7.0725946756725468 45828.428998113086 313.27700148522302 -443.23457469276639 -43540.792317708336 -61755.527040578359 72837.289804687505 -43068.325560141515 -7849.9981110484896 -63264.315023053277 94265.466163793113 -2802.5267234519679 -32180.870187988286 193603.01048177085 -3364.1789843749998 -377.57163461538465 72195.679297567607 24942.813885916097 88862.163750000007 29609.200608648258 -95347.995656250001 -78237.662853473172 -29516.949895301237 195088.66324404764 21250.703896837353 27788.111617445673 58072.759676846596 4749.767291853469 -36225.639355207641 -95911.301057545745 -3468.2938670994499
leaf_weight=3832905 236 81864 153066 21 67 20 53 141 61 29 54 40 24 30 26 141 73 25 43 25 23 104 21 83 174 22 2493 374 41 1525
leaf_count=3832905 236 81864 153066 21 67 20 53 141 61 29 54 40 24 30 26 141 73 25 43 25 23 104 21 83 174 22 2493 374 41 1525
internal_value=0 -112.531 -331.718 2527.97 -33289.2 13229 3187.97 15285.9 -9663.53 9569.7 26078.7 34099.2 40760.5 85659.5 29641.3 51426.9 -4618.48 140164 -10514.9 -46931.7 1371.85 16637.4 31498.3 56652.9 15409.5 124988 -24.2496 -5493.75 24848.9 -9919.71
internal_weight=0 240899 159035 5969 108 41 5861 765 231 170 534 438 398 79 319 195 124 49 96 51 5096 427 323 126 197 43 4669 2176 277 1899
internal_count=4073804 240899 159035 5969 108 41 5861 765 231 170 534 438 398 79 319 195 124 49 96 51 5096 427 323 126 197 43 4669 2176 277 1899
is_linear=0
shrinkage=0.1


Tree=4434
num_leaves=31
num_cat=0
split_feature=0 1 1 6 0 0 1 4 6 0 1 6 6 3 4 7 3 6 6 4 6 6 4 1 4 5 6 4 4 3
split_gain=3.3953e+11 3.34891e+12 2.28433e+13 1.80435e+13 1.90716e+13 9.35761e+12 1.60122e+13 2.19119e+13 1.5366e+13 1.40755e+13 2.11475e+13 2.31774e+13 2.4964e+13 2.83824e+13 2.12568e+13 1.95622e+13 1.41223e+13 4.48294e+13 2.19389e+13 1.78175e+13 1.15765e+13 1.1511e+13 1.10522e+13 1.35058e+13 1.01506e+13 9.18091e+12 9.1706e+12 9.0558e+12 8.97737e+12 1.92029e+13
threshold=44.895258050000002 37.755233900000007 37.740454950000007 67.00500000000001 44.685196900000008 44.739668300000005 38.430814800000007 11.500000000000002 42.205000000000005 44.685196900000008 37.804148700000006 95.045000000000016 189.00000000000003 8.5000000000000018 18.500000000000004 6.0000000000000009 4.5000000000000009 106.49500000000002 114.05000000000001 15.500000000000002 116.05000000000001 80.720000000000013 5.5000000000000009 38.109452700000006 7.5000000000000009 3.5000000000000004 102.04000000000001 15.500000000000002 15.500000000000002 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 28 -4 -5 9 8 21 -7 -3 11 -11 13 15 20 16 18 -18 25 -19 -15 -8 -10 -24 -20 26 -13 -6 29 -1
right_child=-2 5 3 4 27 6 7 -9 22 10 -12 12 -14 14 -16 -17 17 19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=452.93888575594167 6.7047560850698238 -63.246484994891652 -6533.0995950420656 40873.265452665444 -50158.18262366706 -582.80444272954799 -35.491611885861431 54957.166411751765 -14171.915808555019 3374.2542204514889 -21326.431487415794 149261.92899305557 -44359.492075892864 -1167.6213890814013 46009.163251528538 -10952.666970486112 -23436.757109375001 213631.82400000002 52185.146739130432 97483.70647321429 -88306.487044270849 -28648.438088613017 -12242.846678234282 -67703.181275475552 -34909.013916015625 34140.099150815215 59920.909062499995 -15375.185108263739 -3161.0727259921846 26898.182172377332
leaf_weight=22331 3865320 157021 2571 34 211 854 3802 71 1059 11322 334 27 42 31 46 36 20 25 23 28 30 146 84 92 32 23 20 116 7775 278
leaf_count=22331 3865320 157021 2571 34 211 854 3802 71 1059 11322 334 27 42 31 46 36 20 25 23 28 30 146 84 92 32 23 20 116 7775 278
internal_value=0 -124.307 -1043.31 -9472.65 -30407.8 50.4821 -3794.78 -103.422 -10896.5 189.408 3484.71 4192.69 28386.7 37346.7 -5317.47 56855.5 69184.3 104132 48775.1 152271 -44022.8 -1093.62 -18028.5 -41233.5 1512.18 85910.2 111244 -37819.3 -229.893 778.109
internal_weight=0 208484 33316 2932 361 175168 6108 4019 2089 169060 12039 11705 383 341 107 234 198 73 125 53 61 3948 1235 176 55 70 47 327 30384 22609
internal_count=4073804 208484 33316 2932 361 175168 6108 4019 2089 169060 12039 11705 383 341 107 234 198 73 125 53 61 3948 1235 176 55 70 47 327 30384 22609
is_linear=0
shrinkage=0.1


Tree=4435
num_leaves=31
num_cat=0
split_feature=1 1 4 4 2 7 4 0 4 0 0 6 6 6 3 4 6 6 6 6 5 6 6 0 6 3 3 4 6 6
split_gain=3.39183e+11 1.46345e+13 3.44586e+13 7.55007e+13 2.76371e+13 2.47016e+13 2.43593e+13 6.10664e+13 2.85811e+13 4.31402e+13 5.03635e+13 3.6128e+13 7.32459e+13 7.06407e+13 3.31881e+13 3.27625e+13 4.20178e+13 3.19099e+13 2.69435e+13 2.72421e+13 2.46991e+13 2.20909e+13 6.70368e+13 2.00076e+13 1.96952e+13 2.4561e+13 2.34764e+13 2.78663e+13 4.49088e+13 1.92236e+13
threshold=39.939672500000007 40.024897700000004 15.500000000000002 11.500000000000002 3191.5000000000005 6.0000000000000009 6.5000000000000009 57.634352600000007 3.5000000000000004 43.472751400000007 45.177967300000006 70.00500000000001 81.705000000000013 101.02000000000002 2.5000000000000004 4.5000000000000009 75.605000000000004 90.045000000000016 65.00500000000001 64.805000000000021 3.5000000000000004 38.205000000000005 34.905000000000008 57.634352600000007 33.805000000000007 4.5000000000000009 1.5000000000000002 4.5000000000000009 39.995000000000012 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 4 6 -5 8 -8 -2 11 -11 18 14 17 -13 -16 -17 -14 19 24 -9 22 -7 -12 25 -10 29 28 -28 -26
right_child=1 -3 -4 5 -6 21 7 20 9 10 23 12 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=30.405015324896169 -7577.1032474925196 -5.2795483069561522 -24407.625724341462 2795.9402178490195 -24133.915300430046 -10935.856785714286 -25424.134503804831 -2787.2236890368558 -7143.3045274175311 -68016.646425267274 -14021.458120151561 198668.32608901517 -12164.846821120691 88662.132244318185 -31179.499648437501 37569.329464285714 219983.70006793478 -168046.9074778239 -50992.490341949466 128320.05098818825 77110.767883613793 27881.864265975615 184785.16306501118 7235.5402824120947 85468.114459935241 92554.855919471156 45942.722225871134 29552.923763846647 -30116.893594458801 15210.01610440341
leaf_weight=1930400 2313 2128175 724 407 659 35 1463 4882 498 114 657 33 29 44 20 28 23 24 64 21 39 669 35 1358 95 26 113 542 248 66
leaf_count=1930400 2313 2128175 724 407 659 35 1463 4882 498 114 657 33 29 44 20 28 23 24 64 21 39 669 35 1358 95 26 113 542 248 66
internal_value=0 -27.3835 -3116.29 -2053.56 -4166.67 22579.1 -3130.58 -7486.75 1272.5 6385.95 -3353.75 17450.9 57508.7 -4997.65 115808 77295.4 119835 -82752.9 12638.3 15169.3 -2154.01 33474.6 86924.7 304.598 13672.9 -2196.45 21488.3 15216.2 -6308.76 56666.7
internal_weight=0 2.1434e+06 15229 14505 13359 1146 12700 6384 6316 4003 2129 1874 201 97 104 71 51 53 1673 1609 4921 739 70 2015 1588 524 1064 903 361 161
internal_count=4073804 2143404 15229 14505 13359 1146 12700 6384 6316 4003 2129 1874 201 97 104 71 51 53 1673 1609 4921 739 70 2015 1588 524 1064 903 361 161
is_linear=0
shrinkage=0.1


Tree=4436
num_leaves=31
num_cat=0
split_feature=0 4 6 6 6 1 1 3 5 6 4 4 3 3 4 3 4 6 6 4 3 7 1 3 6 6 3 6 6 6
split_gain=4.52778e+11 2.87999e+12 1.33369e+13 1.0614e+13 9.32544e+13 1.62081e+13 2.10301e+13 2.74553e+13 3.77233e+13 2.51179e+13 2.18784e+13 7.14613e+13 1.81127e+13 1.68979e+13 1.25967e+13 1.17261e+13 1.16487e+13 1.63251e+13 1.15104e+13 3.47874e+13 1.07316e+13 6.58176e+13 1.06633e+13 1.04903e+13 8.70594e+12 7.3076e+12 6.89836e+12 2.10521e+13 6.71737e+12 5.48563e+12
threshold=43.472751400000007 16.500000000000004 156.15000000000003 55.015000000000008 58.305000000000007 39.908802000000009 39.939672500000007 5.5000000000000009 2.5000000000000004 101.02000000000002 21.500000000000004 18.500000000000004 10.500000000000002 12.500000000000002 19.500000000000004 3.5000000000000004 18.500000000000004 98.020000000000024 53.995000000000012 17.500000000000004 6.5000000000000009 6.0000000000000009 39.939672500000007 12.500000000000002 100.05000000000001 37.705000000000005 5.5000000000000009 120.05000000000001 43.905000000000008 105.00500000000001
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 18 -5 16 7 -7 10 12 11 -9 -10 -12 15 -8 -6 -18 20 -20 21 -3 23 25 -16 -22 -17 29 -27 -28
right_child=-2 2 -4 4 5 6 14 8 9 -11 13 -13 -14 -15 24 26 17 -19 19 -21 22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-190.55817120012932 3.6122982813071545 114036.40172601746 60198.611236979174 -143519.16991060699 6612.888011853448 98170.42858829943 -50615.727507267446 -12355.253281947545 -33872.221942934782 23690.788772681452 56585.150976562501 225535.60604619567 -163993.06906250003 -66245.620982142849 -25547.16514353198 48009.306894459442 -123297.85867456897 -14173.185546875 -56828.952335611975 90120.742952806118 -18330.618343098959 -61967.226757812503 8447.5562097293823 3984.9054276315787 -100727.69244791666 -127309.94390811013 1865.9211950231484 -94912.173586309538 -46331.942304687502 49588.941314894153
leaf_weight=46232 4026531 43 30 52 29 43 43 28 23 31 24 23 20 21 43 34 29 26 24 49 24 42 97 38 24 21 108 21 20 31
leaf_count=46232 4026531 43 30 52 29 43 43 28 23 31 24 23 20 21 43 34 29 26 24 49 24 42 97 38 24 21 108 21 20 31
internal_value=0 -307.681 -5509.26 -7459.05 -15045.7 -3929.82 2689.64 26784.4 8727.94 -44925.8 50086 94928.9 -94393.5 -735.876 -14192.5 -3369.36 -44671 -71711.6 6379.11 41808.5 -2695.79 27069.9 -15346.2 -37753.9 -52477.5 -62155.1 7102.77 -1589.87 -87808.5 12509.2
internal_weight=0 47273 1041 1011 653 601 517 213 170 74 96 51 43 45 304 237 84 55 358 73 285 85 200 103 67 65 194 160 41 139
internal_count=4073804 47273 1041 1011 653 601 517 213 170 74 96 51 43 45 304 237 84 55 358 73 285 85 200 103 67 65 194 160 41 139
is_linear=0
shrinkage=0.1


Tree=4437
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 6 4 1 4 3 3 6 6 6 4 6 3 3 4 6 6 3 3 5 3 3 3 6 6 3
split_gain=3.6675e+11 2.78473e+12 7.09093e+12 2.20975e+13 3.52134e+13 2.39826e+13 2.16723e+13 2.90149e+13 2.82838e+13 1.7487e+13 1.64766e+13 2.23527e+13 4.88509e+13 2.7951e+13 2.36709e+13 2.12217e+13 3.35449e+13 3.18137e+13 2.2983e+13 1.91396e+13 1.57584e+13 1.26793e+13 2.69495e+13 2.4987e+13 1.74512e+13 2.4988e+13 5.02558e+13 3.96657e+13 1.85705e+13 1.40665e+13
threshold=43.472751400000007 47.17130860000001 12.500000000000002 84.00500000000001 81.705000000000013 79.710000000000022 18.500000000000004 39.939672500000007 19.500000000000004 11.500000000000002 1.5000000000000002 55.015000000000008 57.715000000000011 49.895000000000003 14.500000000000002 61.425000000000004 7.5000000000000009 8.5000000000000018 14.500000000000002 36.905000000000008 65.805000000000021 5.5000000000000009 4.5000000000000009 2.5000000000000004 8.5000000000000018 11.500000000000002 10.500000000000002 100.05000000000001 112.00500000000001 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 -1 4 5 6 7 10 9 -8 -4 13 -13 19 -15 17 18 -14 -17 -12 -18 22 -5 29 -25 26 -26 -27 -29 -23
right_child=-2 -3 3 21 -6 -7 8 -9 -10 -11 11 12 15 14 -16 16 20 -19 -20 -21 -22 23 -24 24 25 27 -28 28 -30 -31
leaf_value=-636.9637924542551 3.2510684652039767 435.68369308161857 40734.000202047413 10305.086473958334 -147730.0753125 77523.924159458707 23703.844494047618 22113.015309758775 -6776.6683020104902 154358.41609375001 -4430.2373834283508 -170667.69861607143 -62235.535422585235 95899.27270202637 -11915.941908482144 -73621.177907986115 -183287.22362432067 112027.50236328127 38609.902787162158 -57284.12490616271 -74770.186175537106 67100.420518973217 125275.00873325893 -72140.075304645041 -19529.53087842988 -127646.9861013105 165153.68345788046 86353.169204602935 -23148.658196504239 -19037.17295673077
leaf_weight=20507 4026531 25388 29 75 20 28 21 114 143 20 111 35 22 32 56 36 23 20 37 179 32 70 28 46 41 31 23 21 59 26
leaf_count=20507 4026531 25388 29 75 20 28 21 114 143 20 111 35 22 32 56 36 23 20 37 179 32 70 28 46 41 31 23 21 59 26
internal_value=0 -276.913 -1103.57 -8047.49 -16432.2 -13632.7 -16437.5 -24206.6 14216.8 87437.8 -32834.8 -36494.3 -63083.2 -22074.4 27289.6 -40933.4 -61172.3 20746.9 -16736.9 -37053.8 -120150 11077.7 41559 1173.6 -17330.5 -2923.35 46841 -31616.3 5595.57 43771.5
internal_weight=0 47273 21885 1378 958 938 910 726 184 41 612 583 205 378 88 170 128 42 73 290 55 420 103 317 221 175 64 111 80 96
internal_count=4073804 47273 21885 1378 958 938 910 726 184 41 612 583 205 378 88 170 128 42 73 290 55 420 103 317 221 175 64 111 80 96
is_linear=0
shrinkage=0.1


Tree=4438
num_leaves=31
num_cat=0
split_feature=0 6 5 7 2 1 1 0 0 4 2 4 0 3 1 6 5 5 6 0 1 1 1 4 0 0 5 1 0 6
split_gain=3.54208e+11 2.81398e+12 1.27119e+13 4.09518e+13 2.34181e+13 2.57837e+13 2.10328e+13 1.94653e+13 1.40155e+13 2.68592e+13 4.51695e+13 3.3804e+13 2.77024e+13 2.30723e+13 3.54228e+13 1.72068e+13 1.57211e+13 1.12641e+13 1.15545e+13 1.10062e+13 1.09725e+13 1.18977e+13 1.55697e+13 1.57737e+13 2.42722e+13 1.92041e+13 3.15864e+13 2.60429e+13 1.57368e+13 1.70461e+13
threshold=56.067362750000008 46.010000000000012 1.5000000000000002 6.0000000000000009 915.50000000000011 30.410676000000006 38.166910000000009 56.148747500000006 57.892117950000006 5.5000000000000009 2691.5000000000005 8.5000000000000018 56.309668500000008 8.5000000000000018 38.166910000000009 43.605000000000011 2.5000000000000004 4.5000000000000009 30.985000000000003 56.342669500000007 52.419561900000012 30.277905650000005 30.323041000000003 17.500000000000004 59.882709350000006 60.05226170000001 2.5000000000000004 30.472130500000002 59.825842200000004 21.020000000000003
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 -2 7 6 -6 -5 -4 9 -9 12 15 13 14 -11 -12 -13 20 -19 -18 21 -10 -23 28 -25 26 27 -26 29 -24
right_child=1 -3 3 4 5 -7 -8 8 17 10 11 16 -14 -15 -16 -17 19 18 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-18.101345907021052 152.70773502209306 194.80064927191194 -8008.3949041664619 25431.188273737982 13082.719812512365 1124.8737137332052 138605.60618489582 -1073.3395242734407 3243.091012387405 18756.26087351832 -16059.163685347894 -6875.5044368311574 1987.8406437093943 -42829.163973721588 137743.70274325283 -45800.547158663103 -46181.214834872168 97656.304557291674 -3914.1373325892855 -8459.7663974043262 2767.6964653287409 -9573.5708935835428 68155.300173261086 26746.452666242738 -49613.226776092983 15027.866220925071 1587.2016894628132 45478.19524949597 1162.418453682468 -6268.972123949341
leaf_weight=2958794 392218 601563 4423 52 2804 5052 24 54296 5608 58 446 9909 3644 22 44 345 176 24 21 138 11713 2369 31 129 406 132 252 31 14844 4236
leaf_count=2958794 392218 601563 4423 52 2804 5052 24 54296 5608 58 446 9909 3644 22 44 345 176 24 21 138 11713 2369 31 129 406 132 252 31 14844 4236
internal_value=0 48.0338 -123.921 -1018.91 5927.35 5392.92 61170.5 -1505.22 -1241.03 -2102.21 -5881.36 -9114.61 3569.54 50051.2 70084.2 -29031.1 -7573.58 253.8 50256.8 -29603 197.195 -876.644 -1906.67 -1001.29 -13578.1 -19914.1 -26608.4 -42867.6 -376.098 -5728.28
internal_weight=0 1.11501e+06 513447 121229 7932 7856 76 113297 108874 69078 14782 11014 3768 124 102 791 10223 39796 45 314 39751 28038 22430 20061 950 821 689 437 19111 4267
internal_count=4073804 1115010 513447 121229 7932 7856 76 113297 108874 69078 14782 11014 3768 124 102 791 10223 39796 45 314 39751 28038 22430 20061 950 821 689 437 19111 4267
is_linear=0
shrinkage=0.1


Tree=4439
num_leaves=31
num_cat=0
split_feature=0 4 4 2 1 1 6 7 6 1 1 1 0 6 0 5 1 4 6 6 6 6 1 1 6 6 6 6 6 3
split_gain=3.81722e+11 1.63964e+12 4.89366e+12 1.51224e+13 9.63261e+12 1.39708e+13 2.31759e+13 1.30346e+13 4.91443e+12 4.89922e+12 8.2072e+12 1.24482e+13 7.87507e+12 1.09259e+13 5.85523e+12 6.44736e+12 4.95525e+12 4.33369e+12 4.97544e+12 7.56121e+12 1.2198e+13 8.92778e+12 4.21061e+12 6.19738e+12 4.13788e+12 1.1868e+13 6.36286e+12 8.44139e+12 5.66195e+12 9.67918e+12
threshold=61.78914120000001 5.5000000000000009 8.5000000000000018 6426.0000000000009 72.839788400000018 40.377616600000003 85.020000000000024 6.0000000000000009 76.00500000000001 118.02765200000002 59.999510900000011 72.839788400000018 63.565651350000003 68.515000000000015 63.565651350000003 1.5000000000000002 107.59716050000002 12.500000000000002 120.05000000000001 90.045000000000016 86.920000000000016 92.02500000000002 54.62357655000001 53.67029225000001 78.605000000000004 81.705000000000013 52.015000000000008 55.805000000000007 47.805000000000007 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 6 -5 8 -7 10 22 14 16 -14 -12 -16 -13 18 19 20 24 -21 23 -4 26 -26 28 -28 -11 -30
right_child=1 2 9 4 -6 7 -8 -9 -10 17 11 12 13 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.5652409948408734 -925.17567839874528 -15715.80615812603 787.20071250538444 -15721.23166800834 1927.5544888771187 118524.75948275864 78641.698920036768 30216.199858620384 54089.9616015625 6117.5422965870839 10167.982400173612 -43162.565852864587 7373.9150104532564 -19502.261281894116 -3967.4773507254467 -43206.615305264029 -9724.9446523171409 -6512.5630529615619 51113.179031250002 -69693.406026785713 78399.067057291672 3204.8294828869048 7047.1840734769285 -11588.624452294813 -36369.499733424833 26696.992132812502 45974.305082831328 11154.23003845215 22590.89379577637 -37656.021093750001
leaf_weight=4045394 18410 190 4269 111 236 29 34 110 20 633 36 48 774 188 56 166 578 288 25 28 24 42 909 447 74 50 83 432 40 80
leaf_count=4045394 18410 190 4269 111 236 29 34 110 20 633 36 48 774 188 56 166 578 288 25 28 24 42 909 447 74 50 83 432 40 80
internal_value=0 -365.273 665.507 8548.58 17086 28853.8 6405.25 49325.8 92224.8 44.7255 -1083.38 -6869.05 -3559.09 2121.61 -27242 -33308.5 -12288.9 4729.59 6872.37 6128.08 7714.08 -25954.5 815.348 -385.826 6495.37 -10939.5 8200.36 16766 2342.04 -17573.7
internal_weight=0 28410 10000 730 540 304 145 159 49 9270 7471 1846 1588 962 258 222 626 1799 1511 1486 1416 70 5625 4716 1392 124 1268 515 753 120
internal_count=4073804 28410 10000 730 540 304 145 159 49 9270 7471 1846 1588 962 258 222 626 1799 1511 1486 1416 70 5625 4716 1392 124 1268 515 753 120
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 4 6 1 5 6 1 6 6 1 3 4 4 4 6 6 1 6 0 6 6 3 3 6 0
split_gain=3.84584e+11 3.01656e+12 1.15668e+13 2.30939e+13 8.32756e+13 4.05348e+13 6.56354e+13 3.93269e+13 7.07658e+13 2.87695e+13 3.14998e+13 2.6445e+13 7.52019e+13 8.62679e+13 5.24896e+13 5.00932e+13 4.92435e+13 5.10049e+13 4.04821e+13 3.75136e+13 3.83956e+13 3.59792e+13 2.92183e+13 2.75668e+13 3.31164e+13 2.98505e+13 3.56948e+13 2.74586e+13 3.2846e+13 2.73584e+13
threshold=10.500000000000002 45.053967500000006 45.040161900000008 39.038055050000004 39.231261550000006 118.04500000000002 16.500000000000004 106.49500000000002 41.966773150000002 1.5000000000000002 52.990000000000002 38.965413050000002 100.05000000000001 108.05000000000001 38.927872750000006 13.500000000000002 19.500000000000004 23.500000000000004 12.500000000000002 83.010000000000005 88.00500000000001 38.948208550000011 67.91500000000002 45.047736150000013 116.05000000000001 65.805000000000021 15.500000000000002 6.5000000000000009 86.920000000000016 45.047736150000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 -4 12 14 -14 -11 22 18 -18 -13 29 27 -17 -16 25 -25 -19 -27 -21 -29 -20
right_child=1 -3 3 4 7 6 -8 8 -10 11 -12 16 13 -15 15 21 17 23 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=23.776356084809777 48.820752277662955 -83.023299319745007 1945.2785199857863 -28928.532300868566 4512.0571389990646 -89329.403384322475 -84.450754285214558 226542.74833346281 -30097.544893973216 2820.3170919274771 -31214.452683919273 -19147.422363789879 100281.80001174813 -36234.595097931342 -68902.847235163426 -188504.23576388892 -27414.775750004221 53988.56251056886 32055.943954304963 129291.08651973841 24413.108592551096 -43946.191205018942 -6345.535471340776 -7461.2303682355187 100136.472734375 -64712.393339170259 35887.684635959202 26388.932065716912 132135.02027243591 11312.378605315869
leaf_weight=2547999 114541 1393539 6354 990 1927 119 268 22 21 744 300 288 133 71 109 36 560 231 806 66 448 33 237 615 30 58 90 119 39 3011
leaf_count=2547999 114541 1393539 6354 990 1927 119 268 22 21 744 300 288 133 71 109 36 560 231 806 66 448 33 237 615 30 58 90 119 39 3011
internal_value=0 -39.705 416.691 2793.91 -5267.78 4410.07 -27526.7 6622.65 101207 5269.69 450.25 9421.49 -3219.03 52768.7 -13073.7 -41567.9 12130 -3149.56 17196.6 19528.3 41315.2 -119368 -26052.9 10120.5 -2456.69 31524.9 -3536.67 75119.5 52490.8 15692.6
internal_weight=0 1.5258e+06 132266 17725 2960 14765 387 1970 43 14378 6654 7724 1363 204 1159 415 6361 1584 4777 4489 672 69 346 1024 645 379 148 224 158 3817
internal_count=4073804 1525805 132266 17725 2960 14765 387 1970 43 14378 6654 7724 1363 204 1159 415 6361 1584 4777 4489 672 69 346 1024 645 379 148 224 158 3817
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=31
num_cat=0
split_feature=4 5 2 0 1 6 6 6 0 0 0 0 1 6 0 3 1 6 1 0 1 0 1 0 0 0 0 4 7 0
split_gain=3.49912e+11 1.69004e+12 3.32773e+12 3.86906e+12 8.21666e+12 2.10931e+12 2.25992e+12 4.97037e+12 3.74425e+12 7.55888e+12 7.35132e+12 2.01171e+12 5.60569e+12 5.21037e+12 3.81825e+12 1.20512e+13 3.92324e+12 2.86658e+12 3.21258e+12 1.4713e+13 4.93053e+12 3.16762e+12 2.53999e+12 3.65202e+12 2.53982e+12 9.67731e+12 1.06811e+13 5.01165e+12 4.69422e+12 3.95989e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.685785750000008 37.401708450000008 29.015000000000004 75.605000000000004 247.90000000000001 54.998919050000005 47.319699650000011 56.309668500000008 45.022979600000006 37.290808600000013 37.995000000000012 45.015054600000006 1.5000000000000002 38.977585500000011 33.305000000000007 39.939672500000007 43.6005307 39.763755750000009 44.601833250000006 43.047633000000012 44.685196900000008 55.579943700000008 55.858844800000007 55.840017500000009 1.5000000000000002 6.0000000000000009 46.323575350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 11 8 9 -8 -10 12 13 -7 17 -16 -17 -14 19 20 -19 -21 23 -20 27 26 28 29 -26 -13
right_child=-2 -3 5 -5 -6 6 7 -9 10 -11 -12 24 14 -15 15 16 -18 18 22 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5209.2352627851751 -4.9314504448217393 392.40460749691647 894.30558672576035 -3045.9095387050088 79398.431510416674 -1092.9471191406251 5188.2747953869048 -18037.204657451923 -37229.499143288354 91088.822832031248 38875.346484375004 9818.1505495970287 4719.3007419285022 67385.786277343752 -4118.2170307124425 73386.764687500006 20220.241355298916 -32550.813554687502 22880.202115433305 -22095.334656654915 -102768.52710937501 -333.96952573497765 -5497.7253848390092 -7265.7247398376467 4683.2274889121145 -1814.7298108010859 29303.742177310167 -3480.6621871151506 -44161.198789062502 -979.97646797713924
leaf_weight=22 3961637 85228 7129 42 24 20 21 39 22 20 30 522 608 25 109 35 23 20 108 82 20 363 173 64 1214 6398 191 8623 20 972
leaf_count=22 3961637 85228 7129 42 24 20 21 39 22 20 30 522 608 25 109 35 23 20 108 82 20 363 173 64 1214 6398 191 8623 20 972
internal_value=0 174.174 -516.25 18898.1 38933.9 -579.877 -1112.76 11928 24494 47091 6677.14 -1200.63 2140.82 36950.8 1164.84 15477.3 52303.5 -497.324 -4318.66 -9565.85 -67659.7 -4343.93 3057.82 11663.1 -1507.95 -154.853 7297.7 -2554.24 3891.58 2792.86
internal_weight=0 112167 26939 88 46 26851 19722 132 93 41 52 19590 1650 45 1605 167 58 1438 830 485 40 445 345 172 17940 7823 1425 10117 1234 1494
internal_count=4073804 112167 26939 88 46 26851 19722 132 93 41 52 19590 1650 45 1605 167 58 1438 830 485 40 445 345 172 17940 7823 1425 10117 1234 1494
is_linear=0
shrinkage=0.1


Tree=4442
num_leaves=31
num_cat=0
split_feature=6 4 2 0 0 2 1 0 6 6 5 6 0 2 6 0 1 1 5 2 1 5 1 1 1 0 0 2 0 4
split_gain=3.45928e+11 2.18366e+12 4.18265e+12 5.1278e+12 2.39503e+13 1.05153e+13 4.05985e+12 1.33989e+13 9.80843e+12 1.05397e+13 6.9292e+12 4.92306e+12 9.18515e+12 3.83159e+12 7.64326e+12 3.74585e+12 7.73512e+12 6.63869e+12 5.73028e+12 4.75665e+12 4.01112e+12 4.70615e+12 4.36481e+12 3.27112e+12 3.3187e+12 3.0975e+12 3.09565e+12 2.64317e+12 3.12982e+12 2.49454e+12
threshold=87.395000000000024 1.5000000000000002 8299.5000000000018 56.324067350000007 56.067362750000008 4829.0000000000009 39.178027400000005 45.029425500000009 94.02500000000002 142.05000000000004 3.5000000000000004 110.01500000000001 45.177967300000006 2632.5000000000005 104.01000000000001 47.222459950000008 40.024897700000004 40.377616600000003 4.5000000000000009 2892.5000000000005 50.298521650000005 3.5000000000000004 61.511492200000006 43.047633000000012 45.71452080000001 54.431501800000014 55.193450100000007 9907.0000000000018 51.307150200000002 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 6 13 7 10 -9 11 -2 12 -10 -5 -15 16 -8 -17 20 -18 21 -19 25 -21 -25 -22 27 -4 -29 -3
right_child=1 29 26 5 -6 -7 15 8 9 -11 -12 -13 -14 14 -16 17 19 18 -20 23 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=7.3054363966200926 25375.928527832031 -844.940967832154 -27380.810376551017 -5513.4776406250003 112484.61893643468 29893.952170138888 -38560.569800204918 -37849.694531250003 -29797.6219609375 -37440.13168402778 92272.156328124998 66071.329120463721 47850.458994391025 -14713.190217391306 -98156.634523809538 40770.527218455187 37448.550676195555 -50497.521569824225 46184.761976841517 18407.25107125947 1050.7731295072115 3324.1882457386364 -2793.2392749275132 -54026.654975585945 -3923.7738832131417 46089.76356630068 19145.320808715824 19725.027573529413 -28038.177581521741 10.136476916758143
leaf_weight=3832905 32 41195 85 25 22 36 61 43 25 27 30 31 39 23 21 53 33 32 28 33 26 33 194 20 39 37 30 34 23 198589
leaf_count=3832905 32 41195 85 25 22 36 61 43 25 27 30 31 39 23 21 53 33 32 28 33 26 33 194 20 39 37 30 34 23 198589
internal_value=0 -116.236 4298.94 6914.69 9524.94 -13917.6 6749.07 18111.1 3218.29 17693.1 57745.1 33362.5 17519.2 -36775.8 -54538.5 2370.17 -9368.35 7787.94 2793.44 4877.45 -979.719 -23172.7 4633.28 -6805.66 -20907.8 27502.2 -10042.1 -16208.4 452.155 -136.766
internal_weight=0 240899 1115 943 838 105 816 227 165 122 62 95 64 69 44 589 186 403 350 125 322 65 257 92 59 63 172 142 57 239784
internal_count=4073804 240899 1115 943 838 105 816 227 165 122 62 95 64 69 44 589 186 403 350 125 322 65 257 92 59 63 172 142 57 239784
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=31
num_cat=0
split_feature=6 1 2 1 5 3 1 7 1 0 1 2 4 4 4 1 1 1 1 3 2 1 3 0 5 0 0 4 4 3
split_gain=3.4075e+11 9.04433e+11 4.58181e+12 2.26745e+12 1.09117e+12 4.34335e+12 2.4856e+12 7.83439e+12 7.93719e+12 1.38472e+13 5.98414e+12 5.90771e+12 4.57491e+12 1.0568e+13 1.01894e+13 5.4398e+12 4.88586e+12 7.34676e+12 7.32667e+12 9.13537e+12 5.41203e+12 4.9233e+12 3.78732e+12 2.90159e+12 4.5099e+12 3.84409e+12 3.15772e+12 3.34814e+12 2.81336e+12 5.01384e+12
threshold=247.90000000000001 30.157841000000001 3338.0000000000005 30.277905650000005 2.5000000000000004 16.500000000000004 41.966773150000002 6.0000000000000009 39.843340650000009 45.029425500000009 43.56803845000001 2865.5000000000005 10.500000000000002 8.5000000000000018 13.500000000000002 37.618684050000006 38.247071200000008 37.957884500000006 38.948208550000011 4.5000000000000009 2200.0000000000005 39.023883200000007 2.5000000000000004 55.721784200000009 4.5000000000000009 45.059854000000009 45.063245050000006 17.500000000000004 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 -2 -3 5 -5 7 8 12 -10 22 -12 13 16 -14 -15 17 20 -18 21 -6 -20 -8 24 25 -16 27 -26 29 -13
right_child=1 3 -4 4 6 -7 10 -9 9 -11 11 28 14 15 23 -17 18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.81000481928705748 51451.157387695312 -28034.159968171298 -10340.230833333335 3913.9337584804803 -25259.702174479171 -43037.41259765625 -6490.7675223214283 -43854.316201486894 -27569.342480468753 73147.470657703496 -39949.912469951931 -88.466358866087148 79719.783354048297 -5488.6324544270838 69583.928199404763 -67301.347366071437 -47781.857567735155 71991.629279891305 -37439.049632352944 67015.996562500004 30927.617812500001 12516.320063164894 -63588.435667067315 -27602.405729166669 -36799.852350260415 9768.956676136364 28719.516346153847 9701.145751953125 27965.929237994031 -40886.096471774195
leaf_weight=4070611 20 27 30 1326 30 20 21 31 20 43 39 1065 22 24 21 35 33 23 34 20 40 47 26 21 30 22 26 32 34 31
leaf_count=4070611 20 27 30 1326 30 20 21 31 20 43 39 1065 22 24 21 35 33 23 34 20 40 47 26 21 30 22 26 32 34 31
internal_value=0 1032.64 14376.3 820.362 1070.39 3216.29 -561.473 4990.41 7885.61 41173.9 -3090.87 -1684.25 3326.56 -4452.08 16112.1 -42157.2 5347.93 22958.3 -6874.19 6491.68 6847.34 -8452.6 -38076.7 6905.77 12437.6 38980.9 -532.403 -12799.3 -363.579 -1242.41
internal_weight=0 3193 50 3143 3116 1346 1770 554 523 63 1216 1169 460 286 174 59 227 93 134 101 70 81 47 152 131 43 88 62 1130 1096
internal_count=4073804 3193 50 3143 3116 1346 1770 554 523 63 1216 1169 460 286 174 59 227 93 134 101 70 81 47 152 131 43 88 62 1130 1096
is_linear=0
shrinkage=0.1


Tree=4444
num_leaves=31
num_cat=0
split_feature=0 0 2 7 1 0 4 4 3 4 4 1 6 4 0 4 4 4 4 0 6 3 2 0 6 6 6 6 3 0
split_gain=3.29716e+11 3.07062e+12 1.50158e+13 1.19694e+13 2.44071e+13 2.72418e+13 4.84132e+13 5.58961e+13 6.63737e+13 5.2798e+13 1.02632e+14 4.02063e+13 3.91109e+13 3.37821e+13 3.20935e+13 2.63021e+13 2.50362e+13 2.41263e+13 6.09836e+13 2.24939e+13 5.42102e+13 2.03996e+13 1.86701e+13 8.69317e+13 3.43305e+13 1.99797e+13 1.85679e+13 1.80175e+13 2.66615e+13 2.51501e+13
threshold=56.067362750000008 56.385857200000011 6082.0000000000009 6.0000000000000009 36.049731800000011 56.309668500000008 6.5000000000000009 5.5000000000000009 3.5000000000000004 17.500000000000004 18.500000000000004 43.997056950000008 81.02500000000002 13.500000000000002 56.324067350000007 8.5000000000000018 16.500000000000004 11.500000000000002 10.500000000000002 56.324067350000007 120.05000000000001 5.5000000000000009 5762.5000000000009 56.148747500000006 99.050000000000011 70.00500000000001 105.00500000000001 79.710000000000022 7.5000000000000009 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 19 11 -11 17 15 -14 -10 -13 -17 18 27 -9 -21 -18 -2 24 -24 -25 -7 29 -29 -8
right_child=1 -3 -4 4 5 6 9 8 14 10 -12 12 13 -15 -16 16 21 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-17.464331490029398 726.1559751155612 -24.003216170301805 -7835.0879029571634 65676.924386031547 88.898378194104978 -1933.1592730316561 25043.662005368908 43604.848949627543 61600.590833690068 76451.640347098219 -5855.9338849466749 64762.943875558034 -60130.341645833338 -185689.02322916666 163834.44823113209 -43318.070152610366 -68771.463529829547 -21982.855262937075 70747.268750939009 -89997.283969350974 84653.528009259258 42419.358422111749 29544.56399771279 -103.90212445218422 130391.40872279576 -37831.960515831954 -90868.183875000002 -59091.683579332246 62544.159923735126 -13383.271096018714
leaf_weight=2958794 139675 945167 2166 54 19575 385 223 86 73 175 1128 28 75 30 53 489 22 1334 104 52 27 66 950 1993 35 151 25 127 21 721
leaf_count=2958794 139675 945167 2166 54 19575 385 223 86 73 175 1128 28 75 30 53 489 22 1334 104 52 27 66 950 1993 35 151 25 127 21 721
internal_value=0 46.3434 437.818 544.685 -1479.76 -1625.87 -8026.83 16433.5 49951.5 -11801.1 5198.42 -18637.7 -39666.1 -96004.3 104604 -29888.4 -34481.5 -12736.5 -2423.16 8216.99 -30306.5 14621.7 897.294 8536.7 33128 -2761.06 -7356.03 -9391.77 -41832.5 -4305.72
internal_weight=0 1.11501e+06 169843 167677 24873 24819 5244 701 291 4543 1303 3240 710 105 126 605 577 2530 1196 165 79 88 142804 3129 985 2144 410 1092 148 944
internal_count=4073804 1115010 169843 167677 24873 24819 5244 701 291 4543 1303 3240 710 105 126 605 577 2530 1196 165 79 88 142804 3129 985 2144 410 1092 148 944
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=31
num_cat=0
split_feature=3 1 6 6 3 3 6 6 4 6 6 4 0 6 4 4 6 6 6 6 6 6 6 6 6 6 4 6 6 6
split_gain=3.19239e+11 3.24555e+12 5.16028e+12 1.00353e+13 9.24668e+12 3.61039e+12 9.25463e+12 9.37825e+12 7.5362e+12 7.34813e+12 6.79571e+12 5.56613e+12 9.12752e+12 5.22164e+12 4.75067e+12 6.39789e+12 4.66502e+12 4.39211e+12 4.92637e+12 1.54585e+13 7.50687e+12 8.04067e+12 4.37743e+12 4.73515e+12 6.50951e+12 7.96523e+12 6.3205e+12 4.31313e+12 7.77004e+12 5.00398e+12
threshold=17.500000000000004 30.205407000000005 122.65000000000002 110.01500000000001 20.500000000000004 19.500000000000004 90.045000000000016 98.020000000000024 21.500000000000004 97.020000000000024 91.02500000000002 20.500000000000004 59.864072000000007 54.010000000000012 20.500000000000004 21.500000000000004 105.00500000000001 40.490000000000002 69.605000000000004 80.720000000000013 62.625000000000007 55.405000000000008 37.505000000000003 41.005000000000003 47.805000000000007 50.995000000000012 24.500000000000004 57.715000000000011 65.00500000000001 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 5 -5 6 14 -8 11 10 -10 12 -7 -14 17 -16 -11 -2 20 -20 21 -19 -17 -24 -25 -26 27 -27 -29 -30
right_child=1 -3 -4 4 -6 8 7 -9 9 16 -12 -13 13 -15 15 22 -18 18 19 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=5.4073345992538089 13003.166163545497 -201.8467785085729 -43362.264605978264 7914.1818892045458 101862.9928125 41319.709265854784 91215.390264423084 2503.1435369318183 -3109.271081287794 -78501.662031250002 51949.291949728264 60287.900646551723 13966.855671296296 -47667.622862897602 50577.612842760595 -12010.988736979169 -16151.693958333333 -21477.470936115897 67950.810227614187 -48988.767890625 -70405.203358398445 40565.983664062507 33564.105292038694 -15463.938590061918 67682.79897836539 -23034.368208284199 40553.2292179988 40800.014983785382 -51519.041657714843 5022.867660861546
leaf_weight=3927269 102 144422 23 22 20 51 26 22 885 20 23 29 27 28 38 90 30 127 26 20 25 25 84 94 26 53 52 53 20 72
leaf_count=3927269 102 144422 23 22 20 51 26 22 885 20 23 29 27 28 38 90 30 127 26 20 25 25 84 94 26 53 52 53 20 72
internal_value=0 -144.921 3745.89 4264.31 52651.7 3271.99 7763.79 50555.6 -652.689 -3769.79 -1714.62 21467.2 10846.4 -17410.7 5499.17 10907.4 -41091.7 -4185.69 -12047.9 17107.5 -19625 -11273 8136.31 12130.3 7264.2 15004.9 9526.45 1378 10301.1 -7268.85
internal_weight=0 146535 2113 2090 42 2048 955 48 1093 958 908 135 106 55 907 582 50 325 223 46 177 152 544 454 370 276 250 198 145 92
internal_count=4073804 146535 2113 2090 42 2048 955 48 1093 958 908 135 106 55 907 582 50 325 223 46 177 152 544 454 370 276 250 198 145 92
is_linear=0
shrinkage=0.1


Tree=4446
num_leaves=31
num_cat=0
split_feature=0 3 6 4 7 4 6 5 4 4 7 6 6 6 6 4 1 6 6 6 6 6 6 0 6 3 6 6 1 1
split_gain=3.09353e+11 1.62195e+12 2.90129e+12 1.74626e+12 8.05872e+12 3.64237e+12 8.9933e+12 5.17549e+12 4.36491e+12 3.05979e+12 4.05968e+12 5.69165e+12 5.5697e+12 4.16142e+12 1.01604e+13 3.16859e+12 6.20337e+12 8.92441e+12 1.71619e+13 6.28889e+12 5.29833e+12 4.51518e+12 4.55886e+12 3.5126e+12 3.38551e+12 2.99436e+12 2.85647e+12 2.60387e+12 2.51752e+12 1.13945e+13
threshold=61.78914120000001 15.500000000000002 72.50500000000001 16.500000000000004 6.0000000000000009 13.500000000000002 82.00500000000001 2.5000000000000004 15.500000000000002 11.500000000000002 6.0000000000000009 54.710000000000008 82.905000000000015 68.515000000000015 61.425000000000004 9.5000000000000018 40.377616600000003 66.990000000000023 73.995000000000019 66.990000000000023 60.910000000000004 50.010000000000012 47.420000000000009 63.565651350000003 51.015000000000008 8.5000000000000018 70.50500000000001 44.820000000000007 52.419561900000012 50.815483650000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 -8 15 12 -12 13 14 -11 28 17 23 -19 20 21 22 -18 27 -23 -22 -21 -17 29 -2
right_child=1 2 -4 4 -6 6 8 -9 -10 10 11 -13 -14 -15 -16 16 19 18 -20 26 25 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3093111970879838 -1220.5636241232858 38269.416035156253 -4110.2226060267858 -46426.158542798919 1066.6266690063476 5504.9565248401886 -69508.085119047624 28374.994541549684 -5032.8681547619053 -9275.6451455393162 -2003.6187233664773 -37482.962592405915 36527.551651785718 -32352.048299153645 65941.713253348222 291.95187872023808 5988.3173562442562 -86769.800618489593 26982.2490234375 48458.445629287351 -6712.0466947115392 59005.888746279757 -24518.681086077009 -19077.335647898708 16045.061116311961 -46331.385568576392 18157.751141593992 48995.732121475885 187.55609421875872 -20870.125960273119
leaf_weight=4045394 9105 30 35 46 160 436 21 128 21 124 88 93 35 48 21 21 391 36 21 41 65 21 56 29 145 27 129 23 16709 305
leaf_count=4045394 9105 30 35 46 160 436 21 128 21 124 88 93 35 48 21 21 391 36 21 41 65 21 56 29 145 27 129 23 16709 305
internal_value=0 -328.83 15449.6 -365.013 -9538.56 -297.855 7370.96 10695.3 -37270.5 -466.646 -9051.52 -20233.3 -174.728 -6830.58 1617.9 -337.195 5172.8 -15210 -44861.2 8201.1 4038.03 7396.48 2166.41 7942.33 21479.9 -18339.5 25465.6 25750.7 -549.207 -1857.45
internal_weight=0 28410 65 28345 206 28139 606 564 42 27533 409 181 228 193 145 27124 1005 130 57 875 705 613 447 73 166 92 170 44 26119 9410
internal_count=4073804 28410 65 28345 206 28139 606 564 42 27533 409 181 228 193 145 27124 1005 130 57 875 705 613 447 73 166 92 170 44 26119 9410
is_linear=0
shrinkage=0.1


Tree=4447
num_leaves=31
num_cat=0
split_feature=4 1 1 1 6 6 6 0 5 0 6 6 1 0 6 6 6 0 6 1 6 1 1 0 0 1 5 6 6 0
split_gain=3.07941e+11 2.93976e+12 3.97186e+12 1.70564e+13 1.80734e+13 2.53703e+13 1.45215e+13 3.33185e+13 2.2369e+13 1.36362e+13 1.08925e+13 1.06852e+13 8.45766e+12 2.64737e+13 2.29925e+13 1.24337e+13 1.10413e+13 1.0758e+13 8.93776e+12 1.52076e+13 1.67291e+13 2.02875e+13 1.80022e+13 1.60988e+13 5.81815e+13 1.37397e+13 1.27262e+13 1.18415e+13 1.1829e+13 1.08838e+13
threshold=5.5000000000000009 30.084656550000002 37.924401400000008 37.873748150000004 93.050000000000011 87.395000000000024 106.49500000000002 55.660117850000006 3.5000000000000004 50.596941950000009 114.05000000000001 33.305000000000007 37.957884500000006 55.768246800000007 53.310000000000009 81.02500000000002 73.995000000000019 55.759969450000007 51.015000000000008 82.860505900000007 58.755000000000003 82.825258850000026 38.066230450000006 55.834019500000004 55.866549750000011 56.02161850000001 1.5000000000000002 44.820000000000007 98.020000000000024 57.978821400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -5 -8 -11 13 15 -15 16 17 -4 25 20 21 -20 23 26 -25 27 -22 -14 -26 -24
right_child=-2 2 12 4 6 -7 8 -9 -10 11 -12 -13 18 14 -16 -17 -18 -19 19 -21 22 -23 29 24 28 -27 -28 -29 -30 -31
leaf_value=-1254.1372313104744 -17.191653222003389 319.42882820186867 3783.8124946508515 -30392.950780761719 -13155.296634891056 51765.880334375004 726.12111922554357 -124114.28313802084 -40502.107473575372 -3186.9997357799971 69543.899545686145 8956.6292847672303 -278.32831855775044 -6180.8276826337051 -33131.085103682111 51746.809657866383 -60215.056610576925 61929.063794685135 1841.3343742246868 -867.62447389291356 -62359.973936631613 24790.430693807284 536.62220746701598 -90565.608292410718 -3748.9675525858656 346.52125407542172 -2184.3921662718162 -1571.0758481586288 -64999.839039522063 -2902.9651073065652
leaf_weight=17184 2928705 173122 890 100 109 125 46 36 68 873 46 4262 278551 1079 448 58 26 33 83314 70547 36 387 153273 105 434 253617 1479 95030 34 9787
leaf_count=17184 2928705 173122 890 100 109 125 46 36 68 873 46 4262 278551 1079 448 58 26 33 83314 70547 36 387 153273 105 434 253617 1479 95030 34 9787
internal_value=0 43.9694 63.7463 496.114 5895.6 7242.97 -17782.8 -40703.7 2989.24 6179.87 35135 6892.09 -17.6987 -5787.24 -14087.6 6799.38 4052.33 5862.68 -2.25387 428.342 795.74 1947.44 212.03 -9014.42 -23292.2 -221.532 -3614.31 -607.172 -8198.82 330.175
internal_weight=0 1.1451e+06 1.12792e+06 178787 5665 5360 305 145 160 5235 92 5135 949128 2534 1527 1007 949 923 946594 319396 248849 83701 165148 2088 573 627198 1515 373581 468 163060
internal_count=4073804 1145099 1127915 178787 5665 5360 305 145 160 5235 92 5135 949128 2534 1527 1007 949 923 946594 319396 248849 83701 165148 2088 573 627198 1515 373581 468 163060
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=31
num_cat=0
split_feature=5 6 4 4 6 0 0 6 1 0 0 6 1 3 6 1 4 4 0 6 3 6 4 0 4 6 6 0 4 2
split_gain=3.36684e+11 6.81792e+12 9.44988e+12 4.98482e+13 2.81652e+13 2.26611e+13 2.40658e+13 2.61448e+13 8.03607e+13 3.89697e+13 2.08568e+13 2.27422e+13 1.99887e+13 2.20057e+13 1.94136e+13 1.94126e+13 2.00885e+13 2.12605e+13 1.75634e+13 1.70715e+13 1.64975e+13 1.59883e+13 1.40046e+13 2.82333e+13 4.3879e+13 4.55275e+13 3.09228e+13 2.21971e+13 3.84663e+13 3.10985e+13
threshold=2.5000000000000004 79.015000000000015 10.500000000000002 11.500000000000002 89.00500000000001 43.687280500000007 44.601833250000006 80.030000000000015 82.93515810000001 59.939085000000013 43.550475500000012 125.02000000000002 30.389265100000003 5.5000000000000009 86.920000000000016 39.939672500000007 15.500000000000002 22.500000000000004 55.676890650000011 83.820000000000007 8.5000000000000018 82.905000000000015 21.500000000000004 43.6005307 17.500000000000004 98.020000000000024 85.020000000000024 44.601833250000006 19.500000000000004 2892.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 20 8 18 14 11 15 13 -11 -9 16 -5 -18 -8 -15 -7 -4 23 24 25 26 -12 28 29 -25
right_child=-2 2 3 10 -6 6 7 9 -10 12 22 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=34.638328114016581 -51.3519952383649 336.59707013445137 35794.328880774461 -20556.895390625003 -4784.5387331251432 -60651.886979166666 -1772.9999926297169 3107.2285392992426 -260993.30656249999 -189416.51789772729 -25297.802504185267 -85085.666959635419 7172.3909375000003 -140502.32368396578 -57901.608222656258 8897.3996576195332 101275.39936314174 -7792.3544270833336 -83574.170455228363 -24467.221435546875 -180480.69462890626 -28664.0806797773 1631.331500752437 48440.11599965037 -102229.43471283784 -115082.26388888891 97556.863046875005 -3878.2210620812434 -114190.43265625002 -15250.005812726704
leaf_weight=3053930 972096 22259 69 30 582 27 53 264 20 22 42 24 20 21 65 1072 70 24 52 32 20 87 6939 243 74 27 40 15468 20 112
leaf_count=3053930 972096 22259 69 30 582 27 53 264 20 22 42 24 20 21 65 1072 70 24 52 32 20 87 6939 243 74 27 40 15468 20 112
internal_value=0 16.0941 -1169.24 -2482.71 -21301.3 -34084.3 -42965.5 -37086 -77277.5 -25237.1 -1444.71 11296.3 -81654.9 -105342 -8946.19 13230.4 50690 73428.3 -42284.1 -70443.4 -111643 -153.63 -2121.57 -3746.51 -42800.2 -2453.71 34631.3 -3295.41 20744.4 28346.3
internal_weight=0 3.10171e+06 47778 25519 1334 752 596 549 125 424 24185 1220 95 75 329 1196 124 94 105 53 47 156 22965 16026 183 109 82 15843 375 355
internal_count=4073804 3101708 47778 25519 1334 752 596 549 125 424 24185 1220 95 75 329 1196 124 94 105 53 47 156 22965 16026 183 109 82 15843 375 355
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 4 3 1 1 6 4 0 4 5 0 1 1 0 1 0 6 0 3 0 1 0 0 7 0 0
split_gain=3.64752e+11 6.58397e+12 1.80268e+13 3.21801e+13 2.09949e+13 3.38693e+13 1.95108e+13 2.21498e+13 1.98173e+13 5.44246e+13 4.55548e+13 3.28505e+13 2.21627e+13 2.04e+13 3.92202e+13 1.62757e+13 1.55386e+13 1.54345e+13 1.51565e+13 1.68525e+13 1.56492e+13 1.5059e+13 1.99462e+13 1.48195e+13 3.28426e+13 4.99212e+13 3.51957e+13 2.05846e+13 2.25373e+13 2.92617e+13
threshold=72.50500000000001 73.995000000000019 37.543519500000009 37.729575300000008 37.534144550000008 14.500000000000002 4.5000000000000009 30.303340300000002 30.323041000000003 73.00500000000001 9.5000000000000018 59.933037250000005 15.500000000000002 2.5000000000000004 59.933037250000005 38.166910000000009 30.315889700000003 55.876067900000002 30.260128500000004 59.982409200000006 73.00500000000001 60.002985000000002 22.500000000000004 55.660117850000006 37.618684050000006 55.710673100000008 55.812023600000011 6.0000000000000009 55.897267000000006 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -2 18 9 10 -9 -12 16 14 -14 -5 -11 -7 -8 20 -20 -10 -23 -4 25 -25 -27 28 29 -26
right_child=1 -3 3 15 5 17 7 8 21 12 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-12.575657516495069 3697.8790314112193 -9.9037714064493052 1665.1867950439455 -6791.6395689187211 76294.233749999999 -26420.101379629283 -15298.565204508524 -155072.1127130682 -7854.1619164586727 34417.056666666664 80541.22745988176 -29312.747929308258 -19917.345149739587 -36029.341975446434 169692.38679687501 2470.8510571807824 122319.50494364754 -102409.93213068182 -155180.93131103515 -22465.098065417329 -47623.339969758068 7459.0247199479927 101749.79709472657 71399.397501070212 -11552.136640625002 -53002.991611466314 15885.512079164793 21878.42548392637 -17320.440223817568 82141.598711608895
leaf_weight=3462265 3274 576329 512 2063 20 52 689 22 2928 30 37 103 24 35 20 23587 61 55 24 79 31 344 24 73 40 159 139 548 37 200
leaf_count=3462265 3274 576329 512 2063 20 52 689 22 2928 30 37 103 24 35 20 23587 61 55 24 79 31 344 24 73 40 159 139 548 37 200
internal_value=0 71.1978 1398.7 2610.9 -2824.86 -43153.6 -2161.85 -6472.07 -3112.2 20174.8 -21301.1 -279.912 59698.9 20946.9 66268.9 1725.88 93340.7 -65480.3 -21283.3 -52055.3 -94557.6 -5457.85 13608.4 15901.7 21996.3 -2714.92 -20870.4 33108.8 55326.3 66526
internal_weight=0 611539 35210 27358 7852 127 7725 4451 3628 332 162 140 170 79 44 25650 91 107 823 134 55 3296 368 1708 1196 371 298 825 277 240
internal_count=4073804 611539 35210 27358 7852 127 7725 4451 3628 332 162 140 170 79 44 25650 91 107 823 134 55 3296 368 1708 1196 371 298 825 277 240
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=31
num_cat=0
split_feature=0 4 4 6 2 6 6 6 1 1 3 3 3 6 3 6 6 6 6 1 1 3 6 1 0 6 6 6 6 4
split_gain=3.61854e+11 2.62707e+12 1.66597e+13 1.09888e+13 1.051e+13 3.20361e+13 2.9331e+13 1.85613e+13 1.45381e+13 9.78079e+12 8.71614e+12 9.25885e+12 6.50524e+12 7.39499e+12 8.18207e+12 6.7805e+12 6.27521e+12 8.34907e+12 6.04281e+12 5.58967e+12 5.45671e+12 8.06216e+12 2.12144e+13 6.89382e+12 7.44965e+12 5.2919e+12 5.68469e+12 4.94509e+12 1.86458e+13 1.45042e+13
threshold=43.472751400000007 7.5000000000000009 6.5000000000000009 189.00000000000003 3999.0000000000005 75.010000000000005 71.715000000000018 57.410000000000004 39.939672500000007 39.908802000000009 2.5000000000000004 5.5000000000000009 2.5000000000000004 43.905000000000008 4.5000000000000009 46.420000000000009 134.05000000000004 149.05000000000004 34.310000000000009 47.899251850000006 45.71452080000001 6.5000000000000009 86.920000000000016 47.504912950000005 42.965693300000005 38.995000000000012 50.010000000000012 168.45000000000002 156.15000000000003 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 27 4 5 6 7 8 9 25 -7 -12 -11 14 -14 -15 19 -18 -16 20 -6 -22 23 -23 -25 -4 -27 28 -1 -30
right_child=-2 -3 3 -5 16 10 -8 -9 -10 12 11 -13 13 15 18 -17 17 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-219.41809148837106 3.2292907250628278 497.27609291976796 -55451.736030505948 60386.251136363637 6187.8969992897728 -133199.30000000002 104119.76595982144 -66839.938114929202 -55996.377545797419 33043.884269425675 -22212.306987847223 -92116.641582031254 35195.127897135419 -77142.142656249998 -49916.611422164358 -8248.3704296875003 79308.668144531257 -5286.5085937500007 12302.89453125 31939.141854773625 -6906.4655657707526 -34986.975676526519 -101446.41011029412 -12939.923547602637 56679.894544566763 10531.336545138889 -49733.779003906253 -12960.650593199367 108917.78414351853 15402.96119526708
leaf_weight=22162 4026531 22800 42 22 220 20 21 64 58 74 36 40 72 20 27 50 20 28 37 36 801 76 34 51 22 45 24 301 27 43
leaf_count=22162 4026531 22800 42 22 220 20 21 64 58 74 36 40 72 20 27 50 20 28 37 36 801 76 34 51 22 45 24 301 27 43
internal_value=0 -275.059 -994.596 -9886.58 -10692.6 -21277 -11715.7 -16457.6 -9276.1 -2345.73 -74461.4 -59004.1 7612.48 -1523.08 12069.9 -27932.3 -5515.49 29961.5 -13946 -6888.79 -8049.76 -11233 -30170.3 -13906 8041.39 -27465.5 -10430.4 -229.033 -56.6587 51473
internal_weight=0 47273 24473 1940 1918 630 534 513 449 391 96 76 280 206 136 70 1288 48 64 1240 1204 984 183 149 73 111 69 22533 22232 70
internal_count=4073804 47273 24473 1940 1918 630 534 513 449 391 96 76 280 206 136 70 1288 48 64 1240 1204 984 183 149 73 111 69 22533 22232 70
is_linear=0
shrinkage=0.1


Tree=4451
num_leaves=31
num_cat=0
split_feature=6 0 6 3 4 1 1 4 1 3 0 1 1 6 4 4 0 3 5 0 5 4 6 0 4 1 7 6 6 3
split_gain=3.60288e+11 4.01254e+12 1.11646e+13 1.42379e+13 1.60046e+13 1.5766e+13 1.86712e+13 4.71872e+13 1.42035e+13 1.54592e+13 2.33105e+13 1.53104e+13 2.13032e+13 1.51206e+13 2.9624e+13 2.30905e+13 1.33543e+13 2.04521e+13 1.31051e+13 1.80507e+13 1.29745e+13 1.25831e+13 1.17864e+13 1.09147e+13 1.15118e+13 3.15208e+13 2.38862e+13 1.80145e+13 2.59427e+13 1.94941e+13
threshold=77.010000000000005 45.015054600000006 85.020000000000024 11.500000000000002 19.500000000000004 38.657016300000002 38.782330450000011 4.5000000000000009 38.109452700000006 5.5000000000000009 44.601833250000006 37.318079750000003 33.882313700000005 82.00500000000001 12.500000000000002 10.500000000000002 44.046956350000009 15.500000000000002 2.5000000000000004 43.550475500000012 2.5000000000000004 10.500000000000002 84.810000000000016 45.040161900000008 9.5000000000000018 38.97264950000001 6.0000000000000009 104.01000000000001 128.05000000000004 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 18 8 7 -7 9 -2 13 12 -12 14 20 -15 17 -6 -5 -20 -11 -14 -21 24 25 26 -3 -27 -29 -30
right_child=1 23 -4 4 16 6 -8 -9 -10 10 11 -13 21 15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-10.852148380329128 -1902.0138043543943 26767.254183706187 279.57605875616861 10413.943809132761 -131659.13854166667 169483.5365411932 -535.12788087188153 -31323.821218749999 -50593.194431152348 -32868.777107445989 -53526.672526041664 -14891.122386328127 29245.586950683595 -25776.761682128908 66810.363912259621 -143305.87060267859 -23026.34346067514 -7808.065755208333 -93970.235030691969 -16784.168752607027 -115279.93661718752 128174.05843750002 36167.506366356385 82.3758933240033 1479.048439067941 10369.844076663559 129050.697265625 -23530.503545006428 22186.356557225139 -66872.703530092593
leaf_weight=3595075 1604 469 25446 308 30 22 8327 25 80 81 21 625 36 32 26 35 335 24 28 398 25 20 47 429031 9432 1435 24 462 274 27
leaf_count=3595075 1604 469 25446 308 30 22 8327 25 80 81 21 625 36 32 26 35 335 24 28 398 25 20 47 429031 9432 1435 24 462 274 27
internal_value=0 81.4956 -910.502 -3407.22 -13893.1 -2287.74 -180.376 62671.1 -9114.44 -7789.77 -18271.4 -9707.53 32367 -48481.7 -28843.2 -87172.6 -30465.3 -76614.2 -5638.79 -16091.7 -52305.4 64577.2 -11191.5 165.988 3125.02 8894.16 31746.6 3768.49 -8646.91 14197.7
internal_weight=0 478729 37575 12129 1170 10959 8374 47 2585 2505 901 702 77 199 132 67 389 54 781 473 106 56 445 441154 12123 2691 493 2198 763 301
internal_count=4073804 478729 37575 12129 1170 10959 8374 47 2585 2505 901 702 77 199 132 67 389 54 781 473 106 56 445 441154 12123 2691 493 2198 763 301
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=31
num_cat=0
split_feature=5 6 1 6 1 7 0 1 1 6 1 1 3 4 6 1 0 0 0 3 1 4 6 3 4 3 1 6 1 6
split_gain=3.5948e+11 6.33445e+12 1.58958e+13 9.84566e+12 2.61361e+13 1.68043e+13 2.6123e+13 1.65316e+13 1.38627e+13 1.36052e+13 1.12417e+13 1.82123e+13 2.02064e+13 1.32635e+13 1.06359e+13 1.19139e+13 1.40862e+13 1.04868e+13 1.12721e+13 1.01694e+13 1.35872e+13 1.41904e+13 9.85397e+12 9.7192e+12 9.51434e+12 1.29369e+13 9.45278e+12 9.37185e+12 1.14107e+13 9.13377e+12
threshold=2.5000000000000004 50.995000000000012 39.004719500000007 56.505000000000003 30.452677500000004 6.0000000000000009 59.990753350000013 30.277905650000005 30.345769800000003 53.705000000000005 30.323041000000003 30.315889700000003 4.5000000000000009 12.500000000000002 51.015000000000008 30.362494150000003 60.028671700000011 59.939085000000013 59.950512650000007 16.500000000000004 37.843405600000004 23.500000000000004 52.990000000000002 1.5000000000000002 20.500000000000004 9.5000000000000018 30.323041000000003 54.010000000000012 37.46219940000001 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 2 23 4 5 7 10 -3 22 14 11 13 -13 29 -9 17 -17 26 -19 -6 21 -21 -8 -2 -15 -26 -16 -23 -29 -7
right_child=1 3 -4 -5 19 6 8 9 -10 -11 -12 12 -14 24 15 16 -18 18 -20 20 -22 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=16.629969453660522 12341.696456853764 -3094.0156773269555 -203.65533774487119 -19.69714158398525 -962.06579295015388 111096.67526300604 -47074.634692382817 26760.769968750003 -41716.931243401603 -14807.441021603576 4201.632286283053 14554.123735119048 144317.92070312501 -25912.602892866293 -62183.872111742421 -6936.3612800045294 -68007.063220684344 23346.7921921503 -58103.862896111306 117929.88533380681 -1246.5823955006845 -28362.774314186794 15847.420999581474 3512.6350364275818 -20807.050651041667 80098.131264467607 -146807.73654119318 81701.497538034542 -6374.0003580729172 17723.2333984375
leaf_weight=3101708 1597 942 15703 902626 42845 22 32 25 148 1319 260 21 28 61 33 138 52 21 89 22 137 22 112 5686 24 27 22 38 24 20
leaf_count=3101708 1597 942 15703 902626 42845 22 32 25 148 1319 260 21 28 61 33 138 52 21 89 22 137 22 112 5686 24 27 22 38 24 20
internal_value=0 -53.062 1587.25 -92.7878 -1512.06 -9958.29 3198.12 -13719.4 -20224.6 -19610.6 17970.1 35604.6 88704.9 18709.1 -36282.5 -40722.2 -23650.4 -60380.6 -42554.2 -846.369 19553 46435.4 1864.74 5448.65 737.603 32613.3 -96033.4 27710.7 47607.8 66633.1
internal_weight=0 972096 22986 949110 46484 3396 755 2641 292 1699 463 203 49 154 380 355 190 165 110 43088 243 106 144 7283 112 51 55 84 62 42
internal_count=4073804 972096 22986 949110 46484 3396 755 2641 292 1699 463 203 49 154 380 355 190 165 110 43088 243 106 144 7283 112 51 55 84 62 42
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=31
num_cat=0
split_feature=0 6 5 4 6 4 3 6 6 3 6 6 1 6 3 3 6 4 6 6 1 3 6 6 7 4 3 4 7 4
split_gain=3.3321e+11 1.70487e+12 3.30602e+12 3.20716e+12 2.73737e+12 2.93989e+12 4.02201e+12 8.28408e+12 7.76218e+12 7.07333e+12 7.5805e+12 8.36178e+12 7.37761e+12 6.86528e+12 2.51288e+13 2.23757e+13 7.32318e+12 6.31797e+12 2.35133e+13 1.90167e+13 7.10383e+12 1.85957e+13 1.41466e+13 1.2216e+13 7.7541e+12 7.01397e+12 5.33504e+12 8.87642e+12 9.16841e+12 4.66899e+12
threshold=42.965693300000005 50.995000000000012 2.5000000000000004 19.500000000000004 52.610000000000007 6.5000000000000009 5.5000000000000009 105.00500000000001 108.05000000000001 2.5000000000000004 142.05000000000004 118.04500000000002 47.504912950000005 102.04000000000001 3.5000000000000004 2.5000000000000004 100.05000000000001 8.5000000000000018 168.45000000000002 120.05000000000001 47.504912950000005 7.5000000000000009 83.010000000000005 118.04500000000002 6.0000000000000009 10.500000000000002 10.500000000000002 11.500000000000002 6.0000000000000009 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 -3 -6 7 13 -9 10 11 -10 -11 16 15 -15 -7 19 20 -8 21 22 24 26 -19 -24 27 -23 -29 -22
right_child=-2 4 -4 -5 5 6 17 8 9 12 -12 -13 -14 14 -16 -17 -18 18 -20 -21 29 23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=1512.1471239997095 1.7791641052921428 -8044.4878289451462 -13912.103079703194 40688.371651785717 1735.0430773553617 -3109.2755369258189 -5434.3719441731773 -64630.775528492653 -10850.889685479526 -63760.594037828945 -40000.926704545454 62751.066332267997 -15293.293847116713 12598.673860677083 -41786.087456916364 145374.19254261366 -54501.683126395095 -10717.648687900641 77422.986804199216 -94739.565335648149 -4508.4102707808734 -1295.8762826314787 56663.437979020753 -66481.997040264425 64652.521112351191 133641.3384375 -31902.303616431454 4103.5303548177089 89815.136448317324 2722.2848138073605
leaf_weight=4245 4058099 542 140 21 3280 2843 204 34 29 38 22 33 181 30 34 22 28 39 40 27 1815 123 29 26 21 20 31 24 26 1758
leaf_count=4245 4058099 542 140 21 3280 2843 204 34 29 38 22 33 181 30 34 22 28 39 40 27 1815 123 29 26 21 20 31 24 26 1758
internal_value=0 -459.728 1208.77 1705 -1110.35 -760.969 -1855.92 -4469.52 -19324.5 -14240.6 10429.6 28324.3 -23703.1 -2776.55 25063.6 68772.9 -3610.49 202.227 1141.83 -15872.6 361.855 14196.4 48218.2 -1927.03 15661.9 88083 6300.56 13146.2 48673.6 -950.738
internal_weight=0 15705 4406 4266 11299 10757 7477 3294 337 303 84 62 219 2957 86 52 2871 4183 3952 231 3912 339 109 230 60 49 204 173 50 3573
internal_count=4073804 15705 4406 4266 11299 10757 7477 3294 337 303 84 62 219 2957 86 52 2871 4183 3952 231 3912 339 109 230 60 49 204 173 50 3573
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=31
num_cat=0
split_feature=4 3 7 0 1 6 6 0 1 0 0 0 2 0 0 0 6 1 1 0 0 1 1 6 1 5 1 0 6 6
split_gain=3.23089e+11 6.02539e+12 7.40206e+12 1.35168e+13 1.61051e+13 1.47449e+13 8.24369e+12 1.37352e+13 1.60362e+13 1.1847e+13 7.79475e+12 9.1883e+12 3.21435e+13 1.94357e+13 7.80405e+12 1.72947e+13 2.08621e+13 7.4523e+12 1.16879e+13 7.09239e+12 4.31228e+13 4.50021e+13 5.81034e+13 1.72166e+13 9.06719e+12 3.12335e+13 2.02449e+13 2.73918e+13 1.96698e+13 3.63099e+13
threshold=4.5000000000000009 3.5000000000000004 6.0000000000000009 44.601833250000006 39.763755750000009 55.805000000000007 35.305000000000007 43.687280500000007 39.735861600000007 43.6005307 63.565651350000003 60.01610465000001 3338.0000000000005 59.939085000000013 59.882709350000006 59.933037250000005 41.990000000000002 30.362494150000003 20.507515800000004 59.939085000000013 59.933037250000005 30.345769800000003 30.315889700000003 156.15000000000003 30.303340300000002 2.5000000000000004 30.389265100000003 60.002985000000002 72.50500000000001 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -3 11 13 -13 14 17 16 -16 18 -5 20 -8 22 -22 24 25 -21 27 -26 -27 -30
right_child=-2 2 3 10 -6 -7 19 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 23 21 -23 -24 -25 26 28 -28 -29 29 -31
leaf_value=40.138383510980375 8.7478270454293892 106089.86888230847 -21428.084594726562 6562.3967178520124 -5147.5689679210218 -118161.40786132813 -2619.6546147610557 370.74486453546001 4928.7364312065974 32150.613910590277 58941.012294741035 -131329.49236505682 2180.9407490234375 81289.090737017468 2454.1922214084202 -10534.714513221154 105101.14614701705 5932.0596269371563 -32567.128849343695 -19394.145548573371 46501.629607371797 -107.91792853860295 252818.42399553573 -92005.600375000009 -64517.484941908893 -15501.125932716837 -6649.220235626919 39646.653024193547 98351.592296281655 -21688.69040329392
leaf_weight=325368 3715317 31 40 174 311 26 22345 5763 180 72 27 22 100 34 36 65 44 2255 136 230 39 68 21 25 136 49 743 31 79 37
leaf_count=325368 3715317 31 40 174 311 26 22345 5763 180 72 27 22 100 34 36 65 44 2255 136 230 39 68 21 25 136 49 743 31 79 37
internal_value=0 -90.6614 -1375.67 3141.11 -14669 -59535.2 -1870.49 1426.96 22935.7 54404.2 5462.03 4958.21 -21894.7 6152.11 5209.43 27779.6 58910 3933.54 -10604.1 -2708.04 -2288.11 55589.2 118713 -9803.58 -8228.83 4423 -13720.6 -45181.6 37622.7 60062.9
internal_weight=0 358487 33119 3270 377 66 29849 6046 283 103 2893 2866 122 2744 2710 145 80 2565 310 23803 22473 128 60 1330 1305 395 910 167 165 116
internal_count=4073804 358487 33119 3270 377 66 29849 6046 283 103 2893 2866 122 2744 2710 145 80 2565 310 23803 22473 128 60 1330 1305 395 910 167 165 116
is_linear=0
shrinkage=0.1


Tree=4455
num_leaves=31
num_cat=0
split_feature=6 5 4 1 1 4 0 4 0 1 1 4 0 0 0 7 3 5 1 1 1 4 3 4 5 4 3 4 3 1
split_gain=3.29668e+11 9.01052e+11 2.63821e+12 2.77752e+12 8.78032e+12 6.94279e+12 6.30254e+12 7.07943e+12 2.33604e+13 6.18617e+12 5.91931e+12 6.31122e+12 6.45418e+12 4.84197e+12 1.43292e+13 9.55977e+12 8.24927e+12 6.64385e+12 8.62353e+12 5.41222e+12 5.55351e+12 4.5728e+12 4.53383e+12 6.36767e+12 1.08251e+13 8.79224e+12 4.50692e+12 4.87125e+12 9.44419e+12 1.50276e+13
threshold=247.90000000000001 3.5000000000000004 1.5000000000000002 41.966773150000002 38.965413050000002 2.5000000000000004 56.148747500000006 3.5000000000000004 54.762682300000009 38.958307950000012 56.240615550000008 7.5000000000000009 57.15297970000001 48.179569850000007 53.379556850000007 6.0000000000000009 4.5000000000000009 4.5000000000000009 49.300375350000003 61.400814300000008 82.911604200000014 4.5000000000000009 15.500000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 17.500000000000004 4.5000000000000009 4.5000000000000009 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 26 21 -12 -13 15 -15 16 -9 -16 -19 -20 -21 -8 23 25 -25 -6 27 -4 29 -29
right_child=1 2 3 5 22 6 10 13 -10 -11 11 12 -14 14 17 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.79672322735862267 2432.3331438528635 -33830.14544270833 16635.718320862678 -55393.607761718755 49565.475885416672 120477.0278125 -19752.457597656252 -13896.891089691988 -24520.890125000002 -52145.251625000004 -40400.860845588235 -15079.540625000001 59298.91796875 79790.864130434784 -41688.552665751689 19848.512196180556 -86593.631843171301 64934.072247023811 -51433.085156250003 37863.45705128205 -1397.0634410511366 -86565.051934523814 -5826.6536049107144 118288.86093750001 26975.030410684121 -28350.054282924109 43285.258806818187 -114724.45531994049 3825.224476841518 1109.4210286458335
leaf_weight=4070611 1866 24 71 25 30 20 20 37 25 25 34 28 20 23 37 36 27 21 20 39 473 21 35 20 37 28 22 21 84 24
leaf_count=4070611 1866 24 71 25 30 20 20 37 25 25 34 28 20 23 37 36 27 21 20 39 473 21 35 20 37 28 22 21 84 24
internal_value=0 1015.71 -976.322 -371.186 6603.51 -3427.43 -1952.79 1454.33 39922.6 -4985.78 -22949.5 -7437.54 15911.5 -973.542 2354.86 -21376.7 -44565.8 -663.829 2081.04 -399.996 1593.48 -53973.5 25687.2 35278.4 59015 11951.1 324.969 -4400.66 -15978.8 -52946.4
internal_weight=0 3193 1327 1303 397 906 881 758 45 247 123 82 48 713 613 100 64 590 553 532 512 41 150 115 57 58 222 200 129 45
internal_count=4073804 3193 1327 1303 397 906 881 758 45 247 123 82 48 713 613 100 64 590 553 532 512 41 150 115 57 58 222 200 129 45
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=31
num_cat=0
split_feature=6 1 0 0 0 4 1 0 1 1 4 1 5 1 0 1 5 0 1 7 0 1 3 1 1 1 1 1 3 2
split_gain=3.14449e+11 2.31516e+12 3.6341e+12 4.94115e+12 5.56288e+12 8.78829e+12 6.7541e+12 4.67587e+12 6.68893e+12 7.37194e+12 4.24912e+12 1.2013e+13 4.8713e+12 4.20783e+12 4.18673e+12 5.18811e+12 3.47119e+12 4.04012e+12 3.35716e+12 4.76617e+12 9.60839e+12 1.28554e+13 1.72672e+13 7.93764e+12 9.50792e+12 6.97622e+12 6.75221e+12 5.38333e+12 5.21867e+12 9.64686e+12
threshold=21.020000000000003 37.978059650000013 55.633951400000008 55.749683450000006 55.728148450000006 6.5000000000000009 37.401708450000008 55.710673100000008 37.71815560000001 37.768783500000005 6.5000000000000009 37.442254400000003 1.5000000000000002 37.488790500000007 55.660117850000006 37.924401400000008 1.5000000000000002 55.622114900000007 37.740454950000007 6.0000000000000009 55.783232450000007 37.682335600000009 2.5000000000000004 37.682335600000009 37.586700500000006 37.534144550000008 37.618684050000006 37.618684050000006 8.5000000000000018 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 10 -9 -10 11 -4 14 -14 -12 -16 17 -1 19 20 21 22 26 24 25 -21 -5 -26 -22 -30
right_child=-2 -3 3 18 5 6 -8 8 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 23 28 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=1580.9843495619871 2.5187980792120994 120.22061843561713 20276.300211588543 -56231.589086914064 34853.341015625003 11472.000211588544 -47328.114483816964 52293.784451293948 -47005.873394775394 25833.399159564397 -18268.742023975588 -79777.825000000012 -12004.352008928572 45603.571503448489 -2310.4379900646341 -38072.086934502178 -10192.639576627002 24753.146286558494 8464.3016268420452 2496.5010922857296 -1711.3314799039326 24125.067548076924 -132013.25901988635 -13195.615044265498 33235.633969135648 -29513.081087679475 15735.457315340909 5604.8550720214844 -58200.834821428572 -4383.2700255760783
leaf_weight=2128 4040593 26334 21 32 20 24 105 32 24 33 301 28 21 32 717 43 243 78 311 852 945 26 22 305 157 74 22 128 49 104
leaf_count=2128 4040593 26334 21 32 20 24 105 32 24 33 301 28 21 32 717 43 243 78 311 852 945 26 22 305 157 74 22 128 49 104
internal_value=0 -306.448 -1940.28 -3649.86 -8560.05 -26825.9 -36388.6 -6386.24 15705.2 -4835.77 -8076.81 -36897.5 -6809.11 22777.8 -8287.06 -4333.79 1150.78 2400.31 -1377.26 -2504.19 -7212.65 -36571.3 -57335.8 1222.83 4854.23 -61.5001 -26911.7 20826 -4485.35 -21619
internal_weight=0 33211 6877 4428 1401 149 129 1252 89 57 1163 49 1114 53 1061 760 2449 2206 3027 2716 1200 102 76 1516 1211 926 54 285 1098 153
internal_count=4073804 33211 6877 4428 1401 149 129 1252 89 57 1163 49 1114 53 1061 760 2449 2206 3027 2716 1200 102 76 1516 1211 926 54 285 1098 153
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 4 4 4 0 3 6 0 6 6 6 6 4 4 5 0 6 4 4 7 4 6 4 6 4
split_gain=3.12304e+11 4.6878e+12 3.27088e+13 3.11431e+13 2.11552e+13 1.06121e+13 1.01269e+13 9.00244e+12 1.42163e+13 3.38941e+13 1.21619e+13 1.08658e+13 9.51702e+12 1.89536e+13 1.46516e+13 8.94885e+12 8.31658e+12 7.69403e+12 1.21913e+13 1.05421e+13 1.04175e+13 1.09717e+13 8.76721e+12 8.6302e+12 1.12854e+13 8.90274e+12 1.24686e+13 9.86932e+12 1.65337e+13 9.26153e+12
threshold=50.213874250000011 50.136929700000003 53.175387700000009 53.20799465000001 142.05000000000004 59.245000000000012 11.500000000000002 2.5000000000000004 3.5000000000000004 53.356310450000002 2.5000000000000004 61.805000000000007 53.244414800000008 105.00500000000001 108.05000000000001 71.715000000000018 45.005000000000003 24.500000000000004 26.500000000000004 4.5000000000000009 53.244414800000008 128.05000000000004 7.5000000000000009 5.5000000000000009 6.0000000000000009 15.500000000000002 110.01500000000001 10.500000000000002 80.720000000000013 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 6 4 -4 -5 15 -7 9 -9 11 -10 13 -13 -14 16 -3 19 -19 20 22 23 -12 24 -22 27 29 28 -25 -27
right_child=-2 2 3 5 -6 7 -8 8 10 -11 17 12 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=11.332676594044045 -34.290231236556444 16218.384959329584 -5067.9244147419158 1244.0352298000855 -105627.846875 -43749.462322443185 -17144.655744597199 106152.15696022728 38014.08913143383 -41583.339522298178 -8084.3775712076822 -15459.935521468498 -4144.1256733908585 -114434.57793898811 78522.58118489584 -32567.686936113914 35735.734119956011 -20780.154413132441 59037.435990767044 82163.215550595254 62672.871307718538 -52057.741970486117 17084.792239869461 -13152.595087360365 -14080.617421875002 25358.404165717235 -54954.06134375 -33150.915150669643 40148.490145371841 -24117.972847123583
leaf_weight=2450342 1607797 744 5508 5325 21 33 77 44 51 24 150 246 201 21 24 31 309 147 22 21 53 36 1789 221 30 270 25 119 79 44
leaf_count=2450342 1607797 744 5508 5325 21 33 77 44 51 24 150 246 201 21 24 31 309 147 22 21 53 36 1789 221 30 270 25 119 79 44
internal_value=0 22.3567 1746.75 453.923 -5449.87 4090.92 17897.6 8244.25 8718.62 54010.2 7850.82 -5922.61 -10477 -23244.5 4673.66 20386.7 21945.7 10338.8 -10389.7 11573.6 11047.2 2003.35 15137.7 4317.5 34930.6 965.402 13013.9 -8782.7 883.357 18425.4
internal_weight=0 2.46601e+06 15665 14504 5529 8975 1161 3650 3617 68 3549 543 492 267 225 1084 1053 3006 169 2837 2816 877 1939 841 83 758 339 419 300 314
internal_count=4073804 2466007 15665 14504 5529 8975 1161 3650 3617 68 3549 543 492 267 225 1084 1053 3006 169 2837 2816 877 1939 841 83 758 339 419 300 314
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 6 4 6 1 6 1 0 4 3 6 4 4 1 6 5 3 4 6 6 3 1 6 6 5 3
split_gain=3.43394e+11 2.24859e+12 5.89433e+12 8.1627e+12 1.65392e+13 8.46982e+12 1.38024e+13 1.37188e+13 1.57777e+13 2.24891e+13 1.40621e+13 1.86085e+13 1.52506e+13 2.52983e+13 1.90806e+13 3.45845e+13 1.75702e+13 1.91707e+13 1.41841e+13 2.20023e+13 2.08286e+13 1.25859e+13 1.17959e+13 2.63803e+13 1.30318e+13 1.05011e+13 1.04858e+13 1.84412e+13 1.76543e+13 1.22215e+13
threshold=82.860505900000007 54.980317700000008 54.992080650000005 82.886781200000016 17.500000000000004 47.420000000000009 2.5000000000000004 49.485000000000007 83.117716000000016 54.010000000000012 83.007653300000015 54.988402950000008 23.500000000000004 6.5000000000000009 49.895000000000003 9.5000000000000018 4.5000000000000009 82.975438000000011 79.015000000000015 2.5000000000000004 9.5000000000000018 24.500000000000004 66.010000000000005 118.04500000000002 7.5000000000000009 82.975438000000011 96.050000000000011 60.305000000000007 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 3 4 -3 6 -5 -7 10 -10 12 21 13 16 -15 22 17 -9 19 -17 -21 -12 -16 24 -24 -20 27 -18 29 -28
right_child=1 2 -4 5 -6 7 -8 8 9 -11 11 -13 -14 14 15 18 26 -19 25 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-15.476851885932758 -139.36957756993453 -2879.1511463686375 121.00781754457364 -39356.42922944569 72939.269398235454 25384.064407609698 1374.8204775600802 92979.503785342269 -41497.000060096158 63706.668363050238 -15683.749748152995 26615.50891578729 -3171.2783771383351 -43587.570833333331 37990.547752097802 20838.063683450062 -2858.0608530088916 17353.37093549981 6471.1872349170371 35315.978881835938 158553.6557291667 44805.036968315981 200135.54927201706 23920.493125000001 98070.530094962291 -61954.949500000002 -10602.763559072067 17377.989309421198 58015.831011284725 -76354.216979166667
leaf_weight=3172333 359688 3653 523212 84 29 339 8688 42 26 93 773 139 1276 39 54 367 1032 166 218 32 24 36 22 30 29 25 490 799 36 30
leaf_count=3172333 359688 3653 523212 84 29 339 8688 42 26 93 773 139 1276 39 54 367 1032 166 218 32 24 36 22 30 29 25 490 799 36 30
internal_value=0 54.464 183.15 1933.91 -2281.99 2976.48 984.781 5832.66 4685.56 40721 3927.79 -7184.6 6163.95 9631.71 24715.5 28041.1 4749.09 32624 18685.9 29747 88132.1 -12992 74193.6 98328.9 142099 -568.539 2320.1 5972.42 -9707.57 -14396.1
internal_weight=0 901471 541783 18571 3682 14889 8772 6117 5778 119 5659 948 4711 3435 840 801 2595 208 666 423 56 809 135 81 51 243 2387 1831 556 520
internal_count=4073804 901471 541783 18571 3682 14889 8772 6117 5778 119 5659 948 4711 3435 840 801 2595 208 666 423 56 809 135 81 51 243 2387 1831 556 520
is_linear=0
shrinkage=0.1


Tree=4459
num_leaves=31
num_cat=0
split_feature=0 6 1 1 4 1 1 0 0 0 0 0 6 4 6 0 0 7 5 0 0 0 0 0 5 3 0 4 6 6
split_gain=3.22408e+11 3.05659e+12 6.84328e+12 1.48094e+13 2.27582e+13 3.96722e+13 1.87243e+13 2.47184e+13 1.87741e+13 1.84332e+13 1.34286e+13 3.14767e+13 1.85455e+13 1.4264e+13 1.90112e+13 1.93193e+13 1.78803e+13 4.45324e+13 1.29468e+13 1.23777e+13 1.60577e+13 1.16116e+13 1.89364e+13 2.45627e+13 1.80803e+13 1.36885e+13 1.15087e+13 1.10178e+13 1.31354e+13 1.09696e+13
threshold=56.067362750000008 36.405000000000008 60.66055595000001 63.728898350000001 5.5000000000000009 61.29689960000001 61.273924650000005 56.986919400000012 56.638205000000006 56.791379400000004 56.904718250000009 56.872182500000008 72.020000000000024 23.500000000000004 64.015000000000015 56.385857200000011 56.760749800000006 6.0000000000000009 3.5000000000000004 56.520242650000007 57.205086850000008 56.838524800000009 56.83050475000001 56.791379400000004 2.5000000000000004 16.500000000000004 56.385857200000011 17.500000000000004 51.405000000000008 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 -3 4 6 10 7 8 -4 -7 11 13 -12 14 27 -16 17 -15 -11 26 -21 22 23 24 29 -24 -8 -6 -29 -17
right_child=1 2 3 -5 5 9 19 -9 -10 18 12 -13 -14 16 15 21 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-17.269699237891185 -280.64667661525357 252.95627207119588 -18821.330644337231 -6.6455474443671054 -1098.103716307241 -10112.29186379766 -7261.7822084260015 -17549.91966777794 6703.4113073374792 -37574.62221181034 1984.9938044990158 -32783.280451704428 41372.554307002312 1450.351431359778 61277.966543399591 -57910.309941208972 220.70571849173132 105981.92327987938 17435.099261209238 -12487.399216290934 440.49101675378273 -33577.606186385899 1318.6958974521792 -33807.990548031456 -375.09852408594736 74644.985489004626 6720.6105622639534 1863.5598189742477 -21998.145258960212 -10835.048351187659
leaf_weight=2958794 228107 741191 302 117863 5245 664 903 499 6289 612 1044 386 135 143 34 99 2618 57 46 2281 1660 284 446 570 745 27 1691 378 592 99
leaf_count=2958794 228107 741191 302 117863 5245 664 903 499 6289 612 1044 386 135 143 34 99 2618 57 46 2281 1660 284 446 570 745 27 1691 378 592 99
internal_value=0 45.8269 129.794 -496.692 -2570.67 -5368.51 350.159 3909.21 5533.87 -21867 -3677.99 -4701.1 6495.02 -3744.97 -5785.05 -13543.8 2422.35 31241.8 -33729 -3511.15 -7042.01 -14664.4 -11959.8 -17419.6 -7513.51 5504.34 1853.19 -2908.77 -12699.5 -34372.7
internal_weight=0 1.11501e+06 886903 145712 27849 14224 13625 7090 6591 1322 12902 11723 1179 11337 8519 2304 2818 200 658 6535 3941 2270 1986 1513 943 473 2594 6215 970 198
internal_count=4073804 1115010 886903 145712 27849 14224 13625 7090 6591 1322 12902 11723 1179 11337 8519 2304 2818 200 658 6535 3941 2270 1986 1513 943 473 2594 6215 970 198
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=31
num_cat=0
split_feature=6 1 6 4 6 1 5 0 0 4 1 4 4 0 3 0 0 1 4 4 4 4 3 4 4 3 4 4 7 7
split_gain=3.43909e+11 2.20859e+12 4.82657e+12 1.42195e+13 1.40251e+13 2.58627e+13 3.6259e+13 3.49951e+13 2.39882e+13 1.62047e+13 3.4326e+13 1.80246e+13 2.69903e+13 4.80768e+13 2.23813e+13 3.15261e+13 2.0069e+13 1.69731e+13 1.54993e+13 6.12988e+13 3.6554e+13 7.24496e+13 2.56965e+13 2.13357e+13 1.70764e+13 1.53991e+13 1.73373e+13 3.44081e+13 3.73426e+13 2.80776e+13
threshold=87.395000000000024 30.315889700000003 90.045000000000016 3.5000000000000004 89.00500000000001 30.157841000000001 3.5000000000000004 59.91832440000001 60.01610465000001 4.5000000000000009 30.277905650000005 7.5000000000000009 8.5000000000000018 59.825842200000004 2.5000000000000004 59.898927250000007 59.950512650000007 30.226173900000003 15.500000000000002 12.500000000000002 10.500000000000002 8.5000000000000018 6.5000000000000009 18.500000000000004 21.500000000000004 1.5000000000000002 13.500000000000002 12.500000000000002 6.0000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -7 18 10 -5 14 13 -13 -11 17 -17 -16 19 20 21 -9 -22 -20 -25 -14 27 28 -27 -28
right_child=1 -3 -4 4 5 7 -8 8 -10 11 -12 12 25 -15 15 16 -18 -19 23 -21 22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=7.2840908684566053 -50235.232371471779 -205.88935318641489 1559.0278878548274 3010.9877559267243 -424.76957271826535 -60821.004407269022 127223.69534646739 13176.978453563084 -48203.226279810857 14103.467832220873 137835.0978236607 -16954.120426829268 65720.139237253286 132744.88189236113 -30035.64456905242 -149109.56669642858 -42020.687767857147 75908.466249999998 84116.563474569528 -178315.83343750003 11464.083203125001 -186078.23579545456 161087.31120383524 -77195.758035714287 28544.42369471959 -37716.906272903921 35706.636686567828 -100655.29725609756 20906.66807767428 -8782.4774288242588
leaf_weight=3832905 62 221346 16649 58 685 184 23 107 114 103 28 41 38 45 62 35 35 20 49 20 24 22 22 21 56 194 275 41 247 293
leaf_count=3832905 62 221346 16649 58 685 184 23 107 114 103 28 41 38 45 62 35 35 20 49 20 24 22 22 21 56 194 275 41 247 293
internal_value=0 -115.896 902.857 -2859.05 -1825.51 -9331.58 3722 -24262 -8797.98 4749.11 46907.2 2211.95 7446.19 61376.8 -21886 -46273.7 -95565.1 -4195.62 5196.41 -12466.9 6487.28 -20804.5 83023 32532.4 -293.808 3183.29 920.056 -13029 -4882.39 12757.1
internal_weight=0 240899 19553 2904 2842 1327 708 619 435 1515 86 1429 1174 86 255 152 70 82 321 195 175 129 46 126 77 1088 1050 482 441 568
internal_count=4073804 240899 19553 2904 2842 1327 708 619 435 1515 86 1429 1174 86 255 152 70 82 321 195 175 129 46 126 77 1088 1050 482 441 568
is_linear=0
shrinkage=0.1


Tree=4461
num_leaves=31
num_cat=0
split_feature=1 6 4 2 0 4 7 7 1 5 0 6 3 5 6 0 2 6 0 2 6 0 4 0 6 4 5 6 6 6
split_gain=3.21784e+11 2.67637e+12 3.08252e+12 4.31994e+12 5.42459e+12 4.8602e+12 5.59216e+12 4.03129e+12 4.86804e+12 3.81561e+12 3.85848e+12 9.19021e+12 4.79448e+12 3.67569e+12 5.51804e+12 9.89289e+12 6.8228e+12 6.07423e+12 5.21547e+12 1.0299e+13 4.4835e+12 5.20938e+12 4.40775e+12 4.03699e+12 3.64504e+12 3.51497e+12 3.44479e+12 3.3092e+12 3.29829e+12 3.27415e+12
threshold=91.292296250000007 38.405000000000008 8.5000000000000018 5160.5000000000009 56.105603650000006 10.500000000000002 6.0000000000000009 6.0000000000000009 103.8879505 2.5000000000000004 50.556058150000005 30.985000000000003 2.5000000000000004 1.5000000000000002 32.005000000000003 52.07762420000001 5325.0000000000009 35.010000000000012 51.768991500000006 9236.5000000000018 33.805000000000007 52.02416370000001 3.5000000000000004 51.707269950000004 38.010000000000012 15.500000000000002 2.5000000000000004 34.010000000000012 34.010000000000012 15.450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -7 8 -5 10 11 -4 -13 14 18 16 17 -16 19 22 -18 -22 -2 -21 -10 -14 -15 -12 -6 -28
right_child=1 -3 3 7 5 6 -8 -9 24 -11 27 12 25 26 15 -17 20 -19 -20 23 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-5.3476615541653105 -35123.402964889174 376.37050134237711 -49419.600000000006 -11253.143772596111 18524.188210795579 -11973.766800669078 5084.1077491088508 -11953.729703858482 -1044.1682003416681 36265.988010817309 -115.48555979188885 -13333.816866629464 44067.627557452317 -7561.8668320172137 -13451.831660283078 5331.4266980064695 5270.6633148117226 -68575.091087962966 -1432.4022730861964 16200.832005142011 1209.5717133134249 -10658.537063644937 61.729720405910328 47090.721018629811 36699.226487379805 1542.2973707932692 2434.7379033406573 -4337.004562130528 5094.432346598307 43621.97761548913
leaf_weight=3931467 43 111368 20 559 289 296 548 691 1611 26 3392 28 77 974 77 4638 667 27 10244 227 755 725 207 52 26 26 120 4103 498 23
leaf_count=3931467 43 111368 20 559 289 296 548 691 1611 26 3392 28 77 974 77 4638 667 27 10244 227 755 725 207 52 26 26 120 4103 498 23
internal_value=0 147.707 -674.593 -1912.89 -864.194 4373.01 -898.275 -5292.18 -3196.03 -1977.58 -2107.62 13719 23358.5 129.22 481.056 2691.42 -2748.11 -27762.7 -932.401 8750.05 -1536.41 -4604.2 -5990.11 21958.1 -444.701 33333.1 -5434.01 -2426.48 10026.1 9059.26
internal_weight=0 142337 30969 12190 9303 1631 844 2887 2196 7672 7646 151 131 18779 17662 6889 2251 104 10773 529 2147 1480 250 279 1637 103 1117 7495 787 143
internal_count=4073804 142337 30969 12190 9303 1631 844 2887 2196 7672 7646 151 131 18779 17662 6889 2251 104 10773 529 2147 1480 250 279 1637 103 1117 7495 787 143
is_linear=0
shrinkage=0.1


Tree=4462
num_leaves=31
num_cat=0
split_feature=6 0 0 4 4 0 3 3 0 1 0 6 0 6 0 6 6 2 6 4 1 0 0 0 2 3 5 6 1 0
split_gain=3.16414e+11 1.86526e+12 9.62522e+12 6.46034e+12 5.15969e+12 6.51882e+12 5.97833e+12 8.50612e+12 5.73083e+12 1.17261e+13 1.40026e+13 6.81151e+12 6.64131e+12 5.25205e+12 6.01308e+12 5.00745e+12 4.93051e+12 5.69824e+12 9.84512e+12 1.11821e+13 1.5011e+13 1.50317e+13 1.29699e+13 9.5456e+12 7.66256e+12 4.91796e+12 7.75946e+12 5.23418e+12 4.66064e+12 8.61189e+12
threshold=34.010000000000012 55.050541250000002 55.055052800000006 7.5000000000000009 8.5000000000000018 54.988402950000008 3.5000000000000004 2.5000000000000004 55.034466500000008 82.966990000000024 55.018166200000003 30.425000000000001 55.029726000000004 30.985000000000003 54.998919050000005 29.715000000000003 30.985000000000003 3658.0000000000005 32.005000000000003 6.5000000000000009 37.631035900000008 55.876067900000002 59.856552950000008 60.064438250000002 6082.0000000000009 1.5000000000000002 3.5000000000000004 26.495000000000001 82.963919600000011 55.02095400000001
decision_type=2 2 2 2 2 2 2 2 2 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 16 5 -1 7 -7 9 11 -11 15 -12 -8 -15 -9 25 18 19 23 21 -21 -23 -18 -19 26 -4 -27 29 -6
right_child=-2 2 3 -5 28 6 13 8 -10 10 12 -13 -14 14 -16 -17 17 24 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=511.73188352678784 -11.023053471719727 7171.2431284494523 -1237.3898499899603 643.89536281775645 -839.66377528683938 -1015.9125377600311 4301.3680882339804 -2403.1600250441634 -229.69418673634527 -3921.5560326986761 -49883.371520420893 2348.4787726411955 5928.1626790364589 -13803.125233943107 475.74307636791701 -16824.600676827566 -2206.3789260059566 1670.6098431939508 354.58584683949459 -115662.81122581846 31506.328688964844 32540.282844002017 -38809.832631528632 -18452.974563481901 -1533.6930954011495 -993.1330175944413 53435.772765174275 1418.2322405198174 215.24391855955307 -5820.7193726975383
leaf_weight=119468 3522711 1989 16348 153805 72320 3904 2131 367 640 151 191 493 24 407 1071 700 30369 17006 18399 21 40 31 143 366 13299 11795 26 38010 43933 3646
leaf_count=119468 3522711 1989 16348 153805 72320 3904 2131 367 640 151 191 493 24 407 1071 700 30369 17006 18399 21 40 31 143 366 13299 11795 26 38010 43933 3646
internal_value=0 70.4619 237.762 191.741 -131.849 305.691 -2136.55 -3955.5 -8427.9 -11152.1 -27261.2 -7372.68 -43653.2 1124.37 -3456.26 -11864.3 -285.066 -814.961 -1477.55 -2566 -24296.7 -35743.5 -26098 -2399.85 264.438 352.884 -1150.58 847.164 -604.597 -1078.73
internal_weight=0 551093 301647 299658 249446 129547 10079 6470 2566 1926 366 1560 215 3609 1478 1067 145853 79674 49369 30970 235 195 174 30735 30305 66179 16374 49805 119899 75966
internal_count=4073804 551093 301647 299658 249446 129547 10079 6470 2566 1926 366 1560 215 3609 1478 1067 145853 79674 49369 30970 235 195 174 30735 30305 66179 16374 49805 119899 75966
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=31
num_cat=0
split_feature=4 7 0 3 0 0 1 0 1 4 1 1 6 2 6 1 6 5 6 5 6 1 3 5 0 0 1 6 6 1
split_gain=3.1266e+11 2.45079e+12 2.14169e+13 2.08849e+13 2.39731e+13 5.64998e+13 3.81919e+13 3.77215e+13 5.14754e+13 4.04144e+13 3.46067e+13 2.80718e+13 4.73372e+13 4.59085e+13 2.50948e+13 2.35901e+13 2.43043e+13 2.94752e+13 2.62932e+13 2.35584e+13 2.24524e+13 2.70947e+13 2.17215e+13 2.54634e+13 2.3362e+13 2.58298e+13 2.59846e+13 3.3747e+13 2.33545e+13 2.74736e+13
threshold=9.5000000000000018 6.0000000000000009 59.990753350000013 5.5000000000000009 59.905532300000012 59.933037250000005 30.345769800000003 59.838047850000002 30.345769800000003 7.5000000000000009 30.370944000000005 30.389265100000003 33.805000000000007 3338.0000000000005 67.00500000000001 30.277905650000005 74.015000000000015 1.5000000000000002 54.410000000000004 2.5000000000000004 53.310000000000009 30.315889700000003 1.5000000000000002 5.5000000000000009 54.707511300000007 54.916864950000011 38.166910000000009 75.605000000000004 134.05000000000004 43.80299105000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 15 -5 9 14 -8 12 -7 -13 -9 -6 17 20 -19 -18 21 -17 -3 24 28 26 -26 -28 -24 -30
right_child=-2 2 -4 4 5 11 10 8 -10 -11 -12 13 -14 -15 -16 16 19 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=4.391022327162557 25.804436877899093 2102.6279387293444 -7258.1392032114209 1755.346213959273 -44730.367409261067 -116705.20057963711 -74171.241508152176 -34454.685530598959 -132881.87937911184 -8842.2512345049709 20741.636625913696 -115249.75983135517 8040.723549798674 -2470.7936076536021 -182315.82405894887 131007.35539772728 1076.0252644496682 179310.16237664476 80887.848671875006 84097.960618622456 -7243.2242476851861 23906.571522671569 398.56893077439815 -88013.548988970593 -5288.3529718843802 -2078.633929581968 -17159.573937955782 -70981.113602854792 46408.759347445543 -2181.6937821180559
leaf_weight=1736281 2181312 20434 4436 32046 24 31 46 24 38 819 233 52 1624 118 22 44 113 38 95 49 54 51 32022 34 2556 59670 939 133 241 225
leaf_count=1736281 2181312 20434 4436 32046 24 31 46 24 38 819 233 52 1624 118 22 44 113 38 95 49 54 51 32022 34 2556 59670 939 133 241 225
internal_value=0 -29.7425 -409.136 -208.957 1913.2 11211.5 34378 1187.37 -18969.2 -13964.9 5092.92 1729.17 5704.09 -36967.9 -105171 51836.4 57056.2 74789.2 109009 26187.6 44244.5 73511.1 -857.374 -1488.61 -1457.89 -2576.74 -10769.1 -23837.1 722.008 22947.7
internal_weight=0 1.89249e+06 156211 151775 35521 2572 747 32949 903 865 279 1825 1655 170 46 468 444 282 133 162 149 95 116254 95820 95786 63298 3628 1072 32488 466
internal_count=4073804 1892492 156211 151775 35521 2572 747 32949 903 865 279 1825 1655 170 46 468 444 282 133 162 149 95 116254 95820 95786 63298 3628 1072 32488 466
is_linear=0
shrinkage=0.1


Tree=4464
num_leaves=31
num_cat=0
split_feature=6 5 4 1 1 1 0 4 7 0 4 2 3 1 0 4 4 3 1 2 2 5 3 7 3 3 0 0 1 1
split_gain=3.52354e+11 4.20638e+12 7.30057e+12 4.95773e+12 1.48844e+13 1.39974e+13 1.70491e+13 6.35788e+12 1.7092e+13 1.52065e+13 8.31192e+12 5.64328e+12 8.7092e+12 9.0151e+12 7.85214e+12 1.04588e+13 4.92326e+12 1.3084e+13 1.49361e+13 2.38239e+13 1.32756e+13 1.10367e+13 6.7002e+12 8.75527e+12 9.10449e+12 6.30994e+12 1.58812e+13 1.63469e+13 1.81256e+13 1.57038e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 39.777866350000004 39.803839700000005 39.749243900000003 47.22829500000001 26.500000000000004 6.0000000000000009 56.802121050000004 31.500000000000004 2421.5000000000005 4.5000000000000009 53.67029225000001 56.838524800000009 9.5000000000000018 22.500000000000004 21.500000000000004 60.516422150000004 2911.0000000000005 5261.5000000000009 3.5000000000000004 4.5000000000000009 6.0000000000000009 11.500000000000002 10.500000000000002 55.034466500000008 55.050541250000002 82.93515810000001 44.064675150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 11 9 -9 -10 12 13 -6 -14 -16 25 18 19 -18 21 -19 -20 24 -24 -13 -27 28 -28 -29
right_child=1 3 -4 4 7 6 -8 8 10 -11 -12 16 14 -15 15 -17 17 20 22 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=2.0811896478637855 3402.1391435469613 726.50163060466707 56772.989843750001 -84311.300426136368 -72757.362079653525 68468.203457641604 -25088.720424107145 -102765.92605574324 56466.986238281257 -6960.4964062500003 -13275.505497685186 -1118.3776484314944 -42984.919991629467 911.84370492788457 80192.580820312505 -8374.3809570312496 5482.9234375000005 3823.414065987723 -29524.973291015627 138326.20873842595 4563.1443797700085 -78035.440371093748 90894.275347222225 -4606.0078523877646 19319.849098557694 -22678.172854589036 12239.882119140626 75312.91223958334 128833.9022265625 -7371.9364677643116
leaf_weight=4053505 1801 6827 26 22 46 64 28 37 25 30 54 9515 28 26 20 40 27 28 32 27 303 40 27 71 52 484 40 24 20 535
leaf_count=4053505 1801 6827 26 22 46 64 28 37 25 30 54 9515 28 26 20 40 27 28 32 27 303 40 27 71 52 484 40 24 20 535
internal_value=0 -415.593 4161.66 -868.312 -2136.14 1248.64 39994.4 -1979.35 -22714.8 -59868 8794.9 -1713.44 -20361.5 -46154.6 742.03 21147.9 -1447.64 7311.48 25719.5 71904.6 -4398.19 -44328.9 12016.2 20878.3 43782 -1948.37 -9108.29 1502.1 51104.6 -3821.96
internal_weight=0 20299 1827 18472 11553 6919 92 11531 146 67 79 11385 160 72 88 60 11225 607 236 54 371 68 182 150 79 10618 1103 619 60 559
internal_count=4073804 20299 1827 18472 11553 6919 92 11531 146 67 79 11385 160 72 88 60 11225 607 236 54 371 68 182 150 79 10618 1103 619 60 559
is_linear=0
shrinkage=0.1


Tree=4465
num_leaves=31
num_cat=0
split_feature=6 5 2 0 4 1 6 4 4 1 1 4 0 0 4 2 4 4 6 6 2 3 2 1 1 7 2 4 1 2
split_gain=3.1765e+11 3.58545e+12 1.02163e+13 1.02912e+13 1.96324e+13 1.20739e+13 1.21364e+13 1.11825e+13 1.06912e+13 1.99366e+13 1.41972e+13 1.10366e+13 1.53871e+13 9.43134e+12 9.26559e+12 8.53104e+12 8.7345e+12 2.3689e+13 5.05988e+13 6.58364e+13 1.80343e+13 1.54251e+13 2.65184e+13 3.7684e+13 5.03645e+13 1.47383e+13 1.42573e+13 1.37146e+13 1.08422e+13 9.75162e+12
threshold=77.010000000000005 3.5000000000000004 9613.5000000000018 59.838047850000002 3.5000000000000004 30.226173900000003 74.615000000000009 3.5000000000000004 9.5000000000000018 30.362494150000003 30.452677500000004 15.500000000000002 60.002985000000002 43.687280500000007 9.5000000000000018 8299.5000000000018 7.5000000000000009 8.5000000000000018 72.50500000000001 65.805000000000021 2632.5000000000005 3.5000000000000004 75.000000000000014 37.631035900000008 37.543519500000009 6.0000000000000009 3999.0000000000005 5.5000000000000009 30.205407000000005 7833.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 13 9 -8 11 12 -10 -3 15 16 20 18 19 -18 21 27 23 24 -23 29 -27 -9 -19 -22
right_child=-2 2 -4 4 5 6 8 14 10 -11 -12 -13 -14 -15 -16 -17 17 28 -20 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-19.971798441366587 76.521461872318184 -49062.65178571429 -2831.5504362744978 62024.348715277774 23190.23495621745 -3300.4506253004351 -82133.753279622411 117.73090847070165 122985.44739583333 -18427.967137680898 -66247.527656250008 -15162.618847656251 426.24115234375006 -4454.9071827932594 -2720.0744257146389 24233.724093750003 29627.607597656253 52859.372581990567 -32163.431467013888 263857.47736328124 3680.0226949432204 -23709.518675595238 -10328.041637268067 19971.409834172176 -242721.29977678575 113433.98794759114 -886.76437499999997 69636.337446120684 5191.7689008758789 -41975.611921334777
leaf_weight=3560910 478729 49 5758 45 150 2575 60 1323 21 271 20 32 20 1449 2534 200 30 48 36 20 10133 21 1120 26 21 24 20 29 8083 47
leaf_count=3560910 478729 49 5758 45 150 2575 60 1323 21 271 20 32 20 1449 2534 200 30 48 36 20 10133 21 1120 26 21 24 20 29 8083 47
internal_value=0 -10.1898 1009.36 1787.9 -3559.79 -4497 -5881.83 2465.35 -21558.8 -29975.8 8398.55 28849.5 63200.5 -5914.04 2994.64 3678.33 3482.39 6025.36 58233.7 123320 1845.31 -5696.06 -14009.4 -74644 -133215 3718.85 61470 1608.88 5473.17 3469.24
internal_weight=0 3.59508e+06 34165 28407 3194 3149 2999 25213 424 331 93 73 41 1498 23715 21181 20981 8217 86 50 12764 2540 1188 68 42 10224 44 1352 8131 10180
internal_count=4073804 3595075 34165 28407 3194 3149 2999 25213 424 331 93 73 41 1498 23715 21181 20981 8217 86 50 12764 2540 1188 68 42 10224 44 1352 8131 10180
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=31
num_cat=0
split_feature=5 6 1 1 3 6 6 0 2 4 4 0 1 7 3 4 0 0 6 3 6 4 7 4 0 3 0 0 1 6
split_gain=3.36378e+11 5.95732e+12 9.00027e+12 1.20903e+13 1.43428e+13 1.35462e+13 2.13624e+13 1.31567e+13 2.92646e+13 2.82312e+13 7.66597e+13 2.59651e+13 2.31568e+13 3.63765e+13 3.49019e+13 1.79059e+13 4.89309e+13 1.67659e+13 1.64082e+13 1.45737e+13 2.04252e+13 1.36895e+13 1.7327e+13 1.25376e+13 1.79203e+13 1.81017e+13 1.66392e+13 1.58667e+13 1.20887e+13 1.20723e+13
threshold=2.5000000000000004 79.015000000000015 47.800771000000005 49.095306150000006 1.5000000000000002 168.45000000000002 247.90000000000001 55.055052800000006 9651.0000000000018 24.500000000000004 18.500000000000004 55.050541250000002 82.825258850000026 6.0000000000000009 4.5000000000000009 3.5000000000000004 56.904718250000009 55.775215600000003 86.030000000000015 16.500000000000004 83.010000000000005 16.500000000000004 6.0000000000000009 6.5000000000000009 55.812023600000011 2.5000000000000004 55.81943720000001 54.431501800000014 61.511492200000006 108.05000000000001
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 23 -5 7 -7 11 15 10 12 -6 18 -14 -15 16 17 -9 -10 21 -21 -13 -23 24 27 -26 -25 -4 -18 -17
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 19 13 14 -16 29 28 -19 -20 20 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=33.421171672776545 -51.328656870137394 -198.11760914850609 -5384.9166687011721 10108.56234203012 -6333.939480006803 91407.694803503793 7606.6507183320109 51621.677437500002 136682.81904761906 -53792.550436046513 194214.71574074076 -98659.568331473216 22946.079271619077 -131822.27977941177 27676.97669836957 -2665.4264665951614 -86810.098363095254 167434.99739648437 39189.398775773203 -116094.80136303192 -21290.452982954546 3765.8217619977681 -68175.878746448871 -5015.9400494253041 101876.84167564656 562.6849479166666 -51479.550422518514 -101345.1892857143 9688.5945168887865 -20266.570836604307
leaf_weight=3053930 972096 33550 96 829 4311 33 389 25 21 43 27 21 203 34 23 6901 21 25 97 47 44 140 44 139 29 45 173 21 34 413
leaf_count=3053930 972096 33550 96 829 4311 33 389 25 21 43 27 21 203 34 23 6901 21 25 97 47 44 140 44 139 29 45 173 21 34 413
internal_value=0 16.0867 -1091.92 -3199.52 -2641.46 -3461.08 14159.8 -4057.2 -1571.92 23248 31427.6 -8301.11 19799.9 3125.64 -67462.9 -3070.68 37931.6 109528 56539.9 -36951.4 -70255.3 -22167.7 -13437.6 -18426.7 1751.56 40266.9 -30779.4 -22608.6 -27156.4 -3659.31
internal_weight=0 3.10171e+06 47778 14228 13725 12896 422 12474 7867 448 405 4607 378 260 57 7419 105 50 118 296 91 205 184 503 191 74 312 117 55 7314
internal_count=4073804 3101708 47778 14228 13725 12896 422 12474 7867 448 405 4607 378 260 57 7419 105 50 118 296 91 205 184 503 191 74 312 117 55 7314
is_linear=0
shrinkage=0.1


Tree=4467
num_leaves=31
num_cat=0
split_feature=6 0 6 3 4 0 3 1 4 3 1 4 1 1 5 1 1 4 1 1 4 1 0 4 6 4 0 3 6 6
split_gain=3.84772e+11 3.24942e+12 9.1e+12 1.17868e+13 2.1063e+13 3.2076e+13 1.57119e+13 1.4362e+13 2.40158e+13 1.74506e+13 1.48316e+13 3.82209e+13 1.37179e+13 1.18719e+13 1.10081e+13 1.16167e+13 4.18718e+13 1.2464e+13 1.0473e+13 1.02213e+13 2.45225e+13 2.28432e+13 1.82773e+13 1.79828e+13 1.26531e+13 9.95617e+12 2.52687e+13 3.1052e+13 2.12501e+13 2.09593e+13
threshold=77.010000000000005 45.015054600000006 85.020000000000024 9.5000000000000018 20.500000000000004 44.601833250000006 12.500000000000002 38.657016300000002 20.500000000000004 5.5000000000000009 38.782330450000011 4.5000000000000009 37.957884500000006 33.882313700000005 2.5000000000000004 37.924401400000008 38.958307950000012 12.500000000000002 37.318079750000003 38.066230450000006 14.500000000000002 39.018051150000005 44.685196900000008 11.500000000000002 82.00500000000001 5.5000000000000009 44.601833250000006 1.5000000000000002 79.015000000000015 80.030000000000015
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 14 6 -6 8 9 25 11 -9 13 -11 15 -5 17 -17 -15 20 -16 -21 -22 -23 -24 -2 27 -27 -29 -30
right_child=1 -3 -4 4 5 -7 -8 10 -10 12 -12 -13 -14 18 19 16 -18 -19 -20 21 22 23 24 -25 -26 26 -28 28 29 -31
leaf_value=-11.214826983754101 -12721.830232831468 160.25396775959103 265.94212194764464 -27758.338836348688 -171100.42157738097 -19724.89106129808 -59072.659727822582 152534.08156960228 87118.034450120191 -77355.413119612072 57.816940422102597 -28190.810187499999 -48362.207978849241 28044.076132150425 -45622.147067481885 35561.219444444447 535.62165936624331 125441.90603298611 -16747.492666834816 -79726.936662946435 70135.970401880302 37602.93019283234 23589.959222196692 -18759.104941966285 -46469.723601140206 -69685.340167025861 -7769.617992311978 -18575.826960937502 104933.08001077588 33443.497885044642
leaf_weight=3595075 726 441154 25446 95 21 325 31 22 26 29 7717 25 161 59 69 27 513 36 453 56 59 63 85 558 37 29 659 50 58 140
leaf_count=3595075 726 441154 25446 95 21 325 31 22 26 29 7717 25 161 59 69 27 513 36 453 56 59 63 85 558 37 29 659 50 58 140
internal_value=0 84.2191 -808.477 -3062.55 -10130.9 -31392.4 -104315 -1687.72 -8466.21 -9517.48 398.912 56403.8 -22737.4 -15111.5 -5114.93 4640.53 9984.09 86921.6 -11586 -12176.3 5103.44 -18557.3 24440.8 -13041.2 2342.35 -3933.63 2882.87 28225.8 39675.1 54384.9
internal_weight=0 478729 37575 12129 1975 377 52 10154 2390 2364 7764 47 702 541 1598 671 576 63 512 927 250 677 181 621 122 1662 936 277 248 198
internal_count=4073804 478729 37575 12129 1975 377 52 10154 2390 2364 7764 47 702 541 1598 671 576 63 512 927 250 677 181 621 122 1662 936 277 248 198
is_linear=0
shrinkage=0.1


Tree=4468
num_leaves=31
num_cat=0
split_feature=6 1 1 4 4 4 4 3 3 1 4 4 6 6 5 5 6 0 4 4 1 3 1 3 0 1 3 5 0 3
split_gain=3.73133e+11 3.16246e+12 1.05996e+13 6.85293e+12 4.32756e+12 4.01088e+12 1.26471e+13 4.58389e+12 4.42989e+12 4.13269e+12 2.13013e+13 2.63899e+13 2.06545e+13 2.62369e+13 2.17938e+13 2.13437e+13 2.07498e+13 1.88611e+13 2.41901e+13 1.54398e+13 1.35969e+13 1.13332e+13 1.05712e+13 6.60744e+12 6.15366e+12 5.18719e+12 1.80174e+13 4.17835e+12 4.08787e+12 4.15966e+12
threshold=142.05000000000004 39.777866350000004 39.803839700000005 27.500000000000004 25.500000000000004 26.500000000000004 29.500000000000004 18.500000000000004 27.500000000000004 40.377616600000003 17.500000000000004 10.500000000000002 149.05000000000004 168.45000000000002 4.5000000000000009 3.5000000000000004 189.00000000000003 57.634352600000007 3.5000000000000004 5.5000000000000009 39.908802000000009 3.5000000000000004 39.939672500000007 4.5000000000000009 57.634352600000007 40.965343750000009 1.5000000000000002 2.5000000000000004 55.801384500000005 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 9 -7 28 -9 10 11 12 23 17 15 22 -16 18 -14 -20 -17 24 27 -4 -18 26 -11 -15 29 -8
right_child=1 2 5 -5 -6 6 7 8 -10 25 -12 -13 13 14 16 20 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.1416758326475724 1164.6571639583949 -67794.572851562509 -38605.856536458334 54525.325341796881 -34591.355126953124 -87435.88462357955 -36273.100781250003 -51866.502123235892 -1221.971344150641 101301.01633522728 82921.879619565225 -115533.06150000001 -20013.212230603451 -12246.404651988638 97839.851902173919 -147737.08402777778 -77586.352547554343 -40954.621750000006 132684.41984797298 37010.543044354839 -41830.096484375004 47313.607459077379 -59160.172924017141 -111741.91956845239 -1742.1958203125 -885.85129369283084 -8349.4088306183512 50907.607753906253 50807.752766113284 23565.519140625001
leaf_weight=4053505 7617 24 30 24 34 22 21 31 39 22 23 25 29 22 23 27 23 25 37 31 22 21 31 21 20 11942 47 20 20 26
leaf_count=4053505 7617 24 30 24 34 22 21 31 39 22 23 25 29 22 23 27 23 25 37 31 22 21 31 21 20 11942 47 20 20 26
internal_value=0 -427.671 -1400.9 1173.12 1005.76 -1274.44 -17056.5 -5754.71 -23650.3 -1072.74 -10705.4 -15996.3 -9482.15 -354.754 -21865.2 -49134.4 16374.4 36495.1 56456.4 89068.4 -100187 -12902.3 -14866.2 -68720.7 -42310 -727.886 26611.6 17826.9 12942.1 -3170.89
internal_weight=0 20299 12624 7675 7651 12600 159 137 70 12441 430 407 382 331 209 122 87 122 97 68 49 64 73 51 43 12011 69 42 67 47
internal_count=4073804 20299 12624 7675 7651 12600 159 137 70 12441 430 407 382 331 209 122 87 122 97 68 49 64 73 51 43 12011 69 42 67 47
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=31
num_cat=0
split_feature=6 5 3 3 2 1 0 0 2 1 0 0 6 6 0 6 6 4 3 2 2 1 1 0 1 1 7 0 0 7
split_gain=3.25551e+11 3.63056e+12 9.44472e+12 1.86967e+13 2.2252e+13 2.34805e+13 2.1809e+13 2.02234e+13 2.52223e+13 2.17912e+13 1.5277e+13 2.29937e+13 1.69075e+13 1.48861e+13 1.27789e+13 9.86817e+12 1.12304e+13 3.27641e+13 3.43553e+13 2.83103e+13 2.6855e+13 2.96305e+13 2.88566e+13 2.73792e+13 4.14991e+13 2.2546e+13 3.20424e+13 1.99797e+13 1.62998e+13 1.60835e+13
threshold=118.04500000000002 3.5000000000000004 12.500000000000002 13.500000000000002 2691.5000000000005 38.97264950000001 45.055912800000009 56.838524800000009 3999.0000000000005 39.723160900000003 55.034466500000008 55.046782850000007 138.05000000000004 128.05000000000004 55.82518790000001 156.15000000000003 149.05000000000004 15.500000000000002 7.5000000000000009 3999.0000000000005 4395.5000000000009 37.503969450000007 65.574968200000015 59.856552950000008 37.858952300000006 82.956351500000011 6.0000000000000009 45.040161900000008 55.039488700000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 -6 8 9 -7 -10 -12 -13 -11 -4 16 -2 20 19 -19 22 -22 23 24 -18 26 -23 -20 -29 -26
right_child=1 -3 3 -5 5 7 -8 -9 10 13 11 12 -14 -15 -16 -17 17 18 27 -21 21 25 -24 -25 29 -27 -28 28 -30 -31
leaf_value=3.2800457326266503 -2221.6010107625693 533.36225425659677 -72836.929418103449 996.42888133346048 46300.283525815219 -6222.5129687500003 162337.765625 97489.192426915339 -55085.741440515354 40834.384619140626 102416.42023809525 -62500.005825892862 52758.383515625006 151093.08953125001 4778.0972755142411 2974.9231857467294 83147.260156250006 -160211.75986842107 68173.735625000001 -47973.614545454548 22023.615287422843 -87615.879642921733 99697.310064697274 -86305.284886215682 4596.3196867506003 18709.156777343753 15289.394391025642 -79526.572796474371 15202.00684742647 -49243.65555877686
leaf_weight=4019687 17174 28484 29 3474 46 35 25 31 57 24 21 35 20 25 79 3462 64 38 25 55 81 135 32 33 417 40 39 39 34 64
leaf_count=4019687 17174 28484 29 3474 46 35 25 31 57 24 21 35 20 25 79 3462 64 38 25 55 81 135 32 33 417 40 39 39 34 64
internal_value=0 -243.634 -1107.05 3423.56 23170.3 36453 87158.6 21936.5 11143.3 54042.4 -15950.9 13400.2 -20587.9 97088.8 -16063 -1920.32 -2847.92 -12662.2 -50298 -93834.4 -4719.16 -29490.1 7260.22 2142.6 7498.16 -48988.3 -64550.9 -8982.91 -35406.4 -2567.42
internal_weight=0 54117 25633 3901 427 319 71 248 217 84 133 76 55 49 108 21732 18270 1096 191 93 905 295 610 578 545 214 174 98 73 481
internal_count=4073804 54117 25633 3901 427 319 71 248 217 84 133 76 55 49 108 21732 18270 1096 191 93 905 295 610 578 545 214 174 98 73 481
is_linear=0
shrinkage=0.1


Tree=4470
num_leaves=31
num_cat=0
split_feature=6 6 0 0 6 1 6 3 1 3 3 4 1 3 6 6 4 4 3 4 4 0 1 1 1 6 0 3 5 4
split_gain=3.46047e+11 3.03148e+12 1.29491e+13 2.46297e+13 4.25128e+13 2.10786e+13 1.93389e+13 3.09737e+13 2.63915e+13 3.62804e+13 2.20606e+13 2.1497e+13 1.90983e+13 2.47843e+13 3.20861e+13 1.71709e+13 1.35166e+13 3.08446e+13 1.22968e+13 2.77958e+13 3.86448e+13 3.46739e+13 2.60861e+13 1.92286e+13 2.6526e+13 1.95833e+13 2.53716e+13 1.83492e+13 4.1656e+13 3.37397e+13
threshold=77.010000000000005 83.010000000000005 45.015054600000006 45.029425500000009 82.00500000000001 39.069277450000008 78.605000000000004 12.500000000000002 39.044653900000007 7.5000000000000009 1.5000000000000002 22.500000000000004 39.029038350000008 16.500000000000004 81.705000000000013 82.905000000000015 16.500000000000004 21.500000000000004 3.5000000000000004 6.5000000000000009 11.500000000000002 45.001720900000002 39.939672500000007 39.033214400000013 39.625203600000013 78.010000000000005 44.990874950000006 5.5000000000000009 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 18 4 5 6 11 8 10 -10 -8 -4 13 14 -9 -6 -17 -18 -2 21 23 22 -20 27 25 -25 -27 28 29 -21
right_child=1 -3 3 -5 15 -7 7 12 9 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-10.635519268853997 1556.3316138800408 -71.832340187453113 7801.7816943828875 642.49056074602731 121617.02246582031 -19366.684326843821 77982.059852430553 -57608.596183035712 -12083.704891304347 158829.2671025029 -3999.3913369455645 -76964.771642485124 136507.45108072917 104374.94004360466 87481.642245370371 2292.9166903409091 131278.88972039474 -11741.577499999999 -34250.03074123148 -12314.699467329547 -10407.42021369382 -98914.747980542466 -2784.0153890756465 -20972.047598379631 8919.2602588977188 142790.60921088324 39972.718401590988 -25136.814024301129 -26030.638441685267 145723.62214285714
leaf_weight=3595075 3590 351123 104 117017 40 218 36 35 23 27 372 42 30 43 27 44 38 25 456 22 2695 53 624 27 1497 36 72 294 84 35
leaf_count=3595075 3590 351123 104 117017 40 218 36 35 23 27 372 42 30 43 27 44 38 25 456 22 2695 53 624 27 1497 36 72 294 84 35
internal_value=0 79.8687 497.292 782.748 15649.1 7958.23 16018.9 24045.7 11637.7 80209.3 3234.27 -16583.1 66141.1 46036.4 5575.86 65718.6 44821.9 74524.7 -3057.62 -5867.47 -2518.06 -19945 -16069.7 7768.26 12747.8 55201.9 74245.3 -10913.5 18743.5 84726.4
internal_weight=0 478729 127606 118121 1104 957 739 593 458 50 408 146 135 105 62 147 107 63 9485 5895 4762 1133 1080 2067 1632 135 108 435 141 57
internal_count=4073804 478729 127606 118121 1104 957 739 593 458 50 408 146 135 105 62 147 107 63 9485 5895 4762 1133 1080 2067 1632 135 108 435 141 57
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=31
num_cat=0
split_feature=6 5 4 0 6 6 4 6 1 6 4 4 3 7 1 6 2 1 2 3 1 4 4 7 4 1 1 4 0 5
split_gain=3.23435e+11 2.58523e+12 5.0555e+12 3.56909e+12 9.6322e+12 2.89062e+13 8.24203e+12 5.4236e+12 1.41965e+13 7.58706e+12 2.26409e+13 4.47661e+13 2.98164e+13 1.63172e+13 1.32207e+13 9.25524e+12 8.91478e+12 8.13964e+12 8.10704e+12 5.57815e+12 5.61906e+12 5.5596e+12 5.17022e+12 4.98073e+12 4.35182e+12 3.55397e+12 3.49335e+12 3.48056e+12 3.16231e+12 7.96521e+12
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 56.288960650000007 168.45000000000002 247.90000000000001 17.500000000000004 149.05000000000004 40.965343750000009 247.90000000000001 5.5000000000000009 8.5000000000000018 4.5000000000000009 6.0000000000000009 38.782330450000011 156.15000000000003 2851.5000000000005 43.932356550000009 3062.5000000000005 6.5000000000000009 37.318079750000003 14.500000000000002 9.5000000000000018 6.0000000000000009 6.5000000000000009 37.534144550000008 37.586700500000006 31.500000000000004 56.850115550000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -5 8 -2 10 14 -12 -13 15 -9 -14 -16 -18 -19 20 -11 -21 25 28 -6 -22 -24 -3 29 -7
right_child=1 27 -4 4 5 23 -8 9 -10 19 11 12 13 -15 16 -17 17 18 -20 21 22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9939566834923097 -82732.368619791669 -645.8766930676104 46970.944298377406 63830.861722237722 -55489.312604631697 10756.201757812501 -9704.6328993055558 -82853.507738095243 22970.70814525463 -35368.830279737907 152552.16733398437 -80360.565169270849 42581.412295809663 2323.3624955610794 59030.122282608696 134308.45279651991 -66722.602500000008 -36519.378328804349 42392.917643229172 -28988.915955078126 -32472.659312500004 3451.0633980887283 65098.785371093756 27948.811791625976 -119131.9953125 5975.6284735331319 19427.865487285726 -18328.078261021205 -829.14050425334153 -58272.056018415176
leaf_weight=4053505 24 18360 26 35 21 32 27 21 27 31 32 24 22 44 23 22 20 23 30 100 25 112 20 50 22 627 103 112 249 35
leaf_count=4053505 24 18360 26 35 21 32 27 21 27 31 32 24 22 44 23 22 20 23 30 100 25 112 20 50 22 627 103 112 249 35
internal_value=0 -398.173 3190.22 2558.18 -4922.43 -10490.3 31807.3 5207.33 -26771.9 6482.5 21693.4 48241.8 18438.9 45384.1 -10981.5 88444.9 4740.44 -12364.5 8147.96 2582.65 6379.05 -11850.8 8048.97 -1377.98 -88050.7 4501.38 26854 -753.088 -6018.29 -25303.3
internal_weight=0 20299 1827 1801 471 409 62 1330 51 1279 261 144 112 88 117 44 96 73 53 1018 806 212 775 366 43 652 123 18472 316 67
internal_count=4073804 20299 1827 1801 471 409 62 1330 51 1279 261 144 112 88 117 44 96 73 53 1018 806 212 775 366 43 652 123 18472 316 67
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 0 1 0 1 6 1 4 6 5 5 6 0 1 0 1 4 3 0 0 4 5 0 1 4
split_gain=3.19873e+11 2.2497e+12 9.64769e+12 3.01871e+13 4.90477e+13 2.14875e+13 2.57119e+13 3.18649e+13 1.3682e+14 3.28526e+13 3.17728e+13 2.37437e+13 2.32677e+13 2.1424e+13 1.89678e+13 1.75511e+13 1.73196e+13 1.27409e+13 1.59513e+13 3.75505e+13 4.2e+13 5.60779e+13 3.76281e+13 3.15136e+13 1.24405e+14 8.97948e+13 6.61541e+13 6.32683e+13 5.59122e+13 1.3725e+14
threshold=82.860505900000007 82.968544750000021 55.080855950000007 95.045000000000016 55.111813300000001 53.310000000000009 55.102137100000007 82.911604200000014 55.111813300000001 82.901648750000021 75.010000000000005 82.95992385000001 17.500000000000004 102.04000000000001 2.5000000000000004 2.5000000000000004 89.00500000000001 54.947759400000002 82.92647190000001 55.02095400000001 82.948524700000021 17.500000000000004 2.5000000000000004 55.012912000000007 55.014210500000011 16.500000000000004 1.5000000000000002 55.013931500000005 82.93515810000001 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 17 5 13 -4 10 8 -8 -10 11 -7 15 -5 -13 -9 -17 -2 -19 20 21 22 -20 28 26 -26 -25 -28 29 -24
right_child=1 -3 3 4 -6 6 7 12 9 -11 -12 14 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-14.93740834779082 -390.05805276185583 -61.690176426694329 161.37032895519857 119981.15055700231 -4876.9036987304689 -22925.933770542026 128951.2342858356 -15358.219735696979 10846.825287067584 -35020.100614790485 -59334.934209735577 -32503.95856048249 6046.7573872287212 42344.698306215731 19740.990548270089 -2502.390093445541 -67252.957403273816 61.476444999989646 2871.1906128293358 388.82154547234001 2766.8317949921138 1223.5543782605266 307966.17329545453 45408.001177768048 16561.078368304254 135450.25655317164 46507.381612042685 196640.98557979285 9792.1569490367165 874.53620775799436
leaf_weight=3172333 113080 591866 15468 54 210 785 92 2495 739 198 169 91 1210 104 294 2513 42 90419 1007 52429 22376 2917 22 116 1226 67 41 89 1309 43
leaf_count=3172333 113080 591866 15468 54 210 785 92 2495 739 198 169 91 1210 104 294 2513 42 90419 1007 52429 22376 2917 22 116 1226 67 41 89 1309 43
internal_value=0 52.5657 270.986 -1634.8 26789.9 -2068.91 -6067.27 -3727.53 12580.5 1154.56 -18803.9 -12949.5 -6408.2 68878.7 7392.18 -9392.45 -3566.78 434.495 976.399 1989.68 4862.77 11722.3 19534.8 25295.2 35123 22721.6 100306 149291 14287.3 104813
internal_weight=0 901471 309605 24464 368 24096 8628 7289 1029 937 1339 1170 6260 158 385 5050 2555 285141 172061 81642 29213 6837 3920 2913 1539 1293 246 130 1374 65
internal_count=4073804 901471 309605 24464 368 24096 8628 7289 1029 937 1339 1170 6260 158 385 5050 2555 285141 172061 81642 29213 6837 3920 2913 1539 1293 246 130 1374 65
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=31
num_cat=0
split_feature=5 4 7 6 2 0 6 6 6 3 0 0 0 3 6 6 4 6 2 6 1 4 4 0 1 1 6 0 1 0
split_gain=3.45403e+11 5.42136e+12 1.38166e+13 3.02042e+13 2.99038e+13 2.97717e+13 4.54315e+13 4.29229e+13 4.09196e+13 3.95458e+13 3.61443e+13 3.51782e+13 7.01177e+13 2.3175e+13 3.37459e+13 5.2742e+13 2.17663e+13 2.10718e+13 3.6087e+13 4.11421e+13 4.35869e+13 2.14518e+13 3.26219e+13 5.25234e+13 2.14346e+13 6.33056e+13 4.84442e+13 4.92191e+13 5.02144e+13 4.59952e+13
threshold=2.5000000000000004 14.500000000000002 6.0000000000000009 80.030000000000015 2764.0000000000005 59.990753350000013 57.995000000000012 72.50500000000001 77.565000000000012 12.500000000000002 60.034792100000011 60.05226170000001 60.034792100000011 11.500000000000002 86.030000000000015 90.045000000000016 12.500000000000002 62.625000000000007 915.50000000000011 61.425000000000004 37.618684050000006 4.5000000000000009 5.5000000000000009 57.60122925000001 37.729575300000008 37.586700500000006 77.565000000000012 59.982409200000006 30.323041000000003 55.812023600000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 9 -9 11 -10 12 -8 -2 -15 16 -16 18 19 -4 -21 -19 23 -23 25 26 27 -24 -29 -27
right_child=1 -3 3 -5 -6 6 7 8 10 -11 -12 -13 -14 14 15 -17 -18 21 -20 20 -22 22 24 -25 -26 29 -28 28 -30 -31
leaf_value=16.301104026265602 -305.18955331428094 375.99462934523831 29139.929275083938 -395.97953267425106 1420.201850659206 -33618.363269950933 60872.464992951849 -11329.849170620595 100134.38018973215 -53209.00395220588 -46810.249538352276 18900.222968814251 210910.07200892858 -12725.460428464294 -4060.5456455910858 -4744.6284690408575 43592.940066552866 -13434.414530652124 7026.2070759101352 27510.66632669383 192245.04524739584 -9528.600094726562 5193.4754335621365 56455.60647121229 12341.573029814572 -37428.603455051532 26940.232917239344 34802.630384880518 -52300.69608721781 3266.3269887522019
leaf_weight=3101708 624804 226873 242 72843 30890 121 283 297 70 34 22 152 35 3596 129 2093 373 636 704 29 36 200 2757 304 2158 661 891 85 299 479
leaf_count=3101708 624804 226873 242 72843 30890 121 283 297 70 34 22 152 35 3596 129 2093 373 636 704 29 36 200 2757 304 2158 661 891 85 299 479
internal_value=0 -52.0126 -182.314 829.694 2987.04 7598.72 23884.9 31676.5 6721.38 50937.5 64995.4 58471.5 77386 -365.516 -6453.71 2237.32 31347.3 5856.9 19502.4 48112.4 118748 4228.14 5662.07 30271.4 3969.97 476.941 6359.74 521.721 -33020 -20329.6
internal_weight=0 972096 745223 114228 41385 10495 1014 893 389 504 92 470 318 630995 6191 2595 502 9481 1011 307 65 8470 7834 504 7330 5172 4032 3141 384 1140
internal_count=4073804 972096 745223 114228 41385 10495 1014 893 389 504 92 470 318 630995 6191 2595 502 9481 1011 307 65 8470 7834 504 7330 5172 4032 3141 384 1140
is_linear=0
shrinkage=0.1


Tree=4474
num_leaves=31
num_cat=0
split_feature=4 0 0 3 6 6 1 1 6 3 3 6 4 1 6 6 4 4 7 1 1 6 3 3 3 7 6 4 5 6
split_gain=3.94012e+11 2.92319e+12 1.14622e+13 1.5029e+13 1.6596e+13 1.79614e+13 2.54866e+13 5.80231e+13 2.52627e+13 1.62977e+13 1.81541e+13 1.3203e+13 3.84252e+13 2.33944e+13 4.07683e+13 1.42385e+13 1.21704e+13 3.07645e+13 4.76807e+13 1.64524e+13 1.20062e+13 1.84179e+13 1.23529e+13 1.46051e+13 1.10262e+13 1.09584e+13 1.26699e+13 1.71426e+13 3.10882e+13 1.14455e+13
threshold=10.500000000000002 45.053967500000006 45.059854000000009 15.500000000000002 37.705000000000005 106.49500000000002 39.008519500000006 38.989878900000008 114.05000000000001 11.500000000000002 2.5000000000000004 82.905000000000015 16.500000000000004 38.977585500000011 89.00500000000001 99.050000000000011 15.500000000000002 14.500000000000002 6.0000000000000009 39.01296365000001 39.023883200000007 93.050000000000011 12.500000000000002 11.500000000000002 9.5000000000000018 6.0000000000000009 81.705000000000013 18.500000000000004 3.5000000000000004 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 3 4 -3 11 7 -7 -9 10 -8 16 15 -14 -15 -13 17 -6 19 -19 21 -16 23 -23 -17 26 29 28 -28 -5
right_child=1 2 -4 25 5 6 9 8 -10 -11 -12 12 13 14 20 24 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=24.066022271345922 409.08816952702574 3747.4640145652988 -47.999911917308296 -1263.9736962747854 -1831.9122833217702 7953.2468760538441 -74102.134366508151 50037.081696428577 194054.99297548493 -102851.53724609375 33591.902072704084 -21814.053446663202 -24783.729543002817 -15514.917110501803 126457.03840762869 -35296.073404947922 -5255.2985178244917 31102.734039062503 124187.02780620869 -51278.229919433594 1440.6859647529072 40599.548164636952 1261.1429717339411 128719.62950721156 -94224.877937500016 -6859.5023903797883 -76617.314746093747 4245.0952639789703 34683.489701224658 16428.391941288111
leaf_weight=2547999 132266 2637 1373283 513 891 139 23 21 29 20 49 770 172 182 34 87 11884 100 52 32 43 68 45 26 50 683 78 318 37 1273
leaf_count=2547999 132266 2637 1373283 513 891 139 23 21 29 20 49 770 172 182 34 87 11884 100 52 32 43 68 45 26 50 683 78 318 37 1273
internal_value=0 -40.1888 -82.8313 -2444.27 -3558.15 -4867.18 20172.6 41184.5 133567 -22993.2 -810.36 -5354.58 -14312.5 6033.69 19351.8 -27099 -4333.6 5855.69 43082 11131.6 48730.2 60484.2 44347 64973.2 -56802.9 4216.73 7625.96 -7720.37 -40807.5 11346.5
internal_weight=0 1.5258e+06 1.39354e+06 20256 17354 14717 281 189 50 92 72 14436 1477 570 398 907 12959 1075 184 132 216 173 139 94 137 2902 2219 433 115 1786
internal_count=4073804 1525805 1393539 20256 17354 14717 281 189 50 92 72 14436 1477 570 398 907 12959 1075 184 132 216 173 139 94 137 2902 2219 433 115 1786
is_linear=0
shrinkage=0.1


Tree=4475
num_leaves=31
num_cat=0
split_feature=3 1 6 6 3 6 6 4 6 3 6 6 6 4 0 4 0 6 6 4 6 0 6 4 6 6 6 6 0 6
split_gain=3.69153e+11 2.54962e+12 4.69671e+12 1.76235e+13 2.87154e+12 7.43187e+12 7.59638e+12 6.11543e+12 5.21937e+12 8.66982e+12 6.63159e+12 7.39405e+12 1.25403e+13 5.74502e+12 4.49247e+12 4.48823e+12 7.30688e+12 4.16454e+12 4.16138e+12 3.43396e+12 7.35419e+12 6.49267e+12 5.34192e+12 8.89741e+12 4.72879e+12 8.94477e+12 7.0769e+12 5.49509e+12 3.88953e+12 3.09858e+12
threshold=17.500000000000004 30.205407000000005 118.04500000000002 114.05000000000001 19.500000000000004 90.045000000000016 98.020000000000024 21.500000000000004 96.050000000000011 21.500000000000004 89.00500000000001 75.605000000000004 81.02500000000002 24.500000000000004 60.05226170000001 20.500000000000004 59.864072000000007 86.920000000000016 54.010000000000012 20.500000000000004 82.00500000000001 60.002985000000002 75.605000000000004 21.500000000000004 69.605000000000004 61.025000000000006 55.015000000000008 40.490000000000002 59.848366150000011 47.805000000000007
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 3 4 5 17 -7 15 10 -10 11 14 -13 -14 -9 16 -6 19 -18 24 21 22 23 -21 25 26 27 -2 -25 -30
right_child=1 -3 -4 -5 7 6 -8 8 9 -11 -12 12 13 -15 -16 -17 18 -19 -20 20 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=5.814718383007687 11701.091549862133 -206.29421312270421 -32518.112955729172 89109.006152343762 37090.017198988971 81868.304086538468 2027.2839488636364 1455.8296332630687 -62499.241300675683 11254.106236049107 37904.802720083848 -86059.507519531253 22738.27421911991 -41563.150195312504 -35721.94384765625 54221.665227640086 12553.860147207755 -37110.7841796875 -42468.506738281256 59077.348083496094 68751.394342912943 53658.126920572919 -39288.815273437496 -37505.369761439732 29427.840958460369 -56688.97966003418 56527.306123046881 -19577.349509375003 -944.22831609278546 16052.757120768229
leaf_weight=3927269 102 144422 36 24 51 26 22 738 37 28 41 28 33 24 34 29 27 23 28 32 21 30 25 21 41 32 20 125 243 192
leaf_count=3927269 102 144422 36 24 51 26 22 738 37 28 41 28 33 24 34 29 27 23 28 32 21 30 25 21 41 32 20 125 243 192
internal_value=0 -155.84 3292.69 3913.39 2917.43 6927.6 45274.5 -570.462 -3364.72 -30728.6 -1384.04 -3263.67 -31256.7 -4336.01 -181.533 19361.9 9824.78 4898.22 -15457.5 5991.21 10685.9 8440.27 5795.95 8105.62 -2283.18 -6943.22 -498.426 -5522.72 4528.66 6557.89
internal_weight=0 146535 2113 2077 2053 955 48 1098 963 65 898 857 85 57 772 135 106 907 55 884 564 543 513 488 320 279 247 227 456 435
internal_count=4073804 146535 2113 2077 2053 955 48 1098 963 65 898 857 85 57 772 135 106 907 55 884 564 543 513 488 320 279 247 227 456 435
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=31
num_cat=0
split_feature=1 1 6 6 6 4 2 0 0 6 4 1 0 1 0 1 0 5 0 0 6 4 1 0 0 0 0 1 4 4
split_gain=3.36167e+11 8.50733e+12 2.91709e+13 2.06876e+13 3.09024e+13 2.63863e+13 5.04445e+13 3.23647e+13 1.5346e+14 1.18476e+14 1.88917e+14 7.99702e+13 2.82102e+13 2.67927e+13 2.62544e+13 3.6536e+13 4.32261e+13 3.61249e+13 3.87533e+13 2.85234e+13 2.2575e+13 2.24394e+13 2.14074e+13 2.66153e+13 2.06068e+13 1.37336e+14 8.81645e+13 1.15838e+14 7.50731e+13 6.2219e+13
threshold=37.517483500000004 37.563506350000004 41.705000000000005 35.705000000000005 34.310000000000009 14.500000000000002 75.000000000000014 55.676890650000011 55.737027400000009 38.995000000000012 13.500000000000002 37.543519500000009 55.660117850000006 37.543519500000009 55.834019500000004 37.534144550000008 55.79439725000001 1.5000000000000002 55.801384500000005 55.806294650000005 37.505000000000003 6.5000000000000009 37.534144550000008 55.710673100000008 55.812023600000011 55.82518790000001 55.801384500000005 37.543519500000009 29.500000000000004 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 3 4 -2 6 7 12 9 22 11 -11 -5 -14 15 17 -17 18 -10 -18 -7 -16 23 -9 26 -26 -4 -28 -29 -27
right_child=1 -3 24 5 -6 20 -8 8 14 10 -12 -13 13 -15 21 16 19 -19 -20 -21 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-61.240534967794986 -1609.7919943097415 -6.0728260356540398 3705.0592009988163 -13607.62651971046 16073.706651941007 -13860.456379097239 2913.5534453319706 98132.357656250009 -149445.09591517859 -199214.02787162166 -399681.50041666673 16666.180827522279 10960.33625 120467.74590158771 -95526.766376201937 22939.103869628907 -104908.43190297273 -23111.493428308822 -37274.570060369319 7089.3190033783794 2473.1340334937031 -743.27353323868886 -90144.636484375005 -45745.457804361984 -86146.229793160863 19391.500337598372 65556.488403920652 -58119.074253237006 136535.36508152174 -1399.9695125606747
leaf_weight=734695 4978 3289771 20215 564 1233 1084 1279 20 70 37 30 32 80 31 26 162 59 119 55 37 3857 635 40 36 183 1632 488 143 23 12190
leaf_count=734695 4978 3289771 20215 564 1233 1084 1279 20 70 37 30 32 80 31 26 162 59 119 55 37 3857 635 40 36 183 1632 488 143 23 12190
internal_value=0 13.4746 1316.86 -2458.78 1900.71 -5739.63 -12645.9 -22434.7 -31330.2 -113426 -190182 -99095.7 -4538.33 41543.5 -17565.2 -34806.1 -8570.38 -62547.2 -100090 -61742.6 -1110.27 -4471.52 -34270.6 5639.48 2882.81 -84.5027 4874.15 41010.5 -31148.9 1054.93
internal_weight=0 3.33911e+06 49338 14464 6211 8253 3312 2033 1358 195 99 69 675 111 1163 502 258 244 125 96 4941 661 96 56 34874 14005 20869 654 166 13822
internal_count=4073804 3339109 49338 14464 6211 8253 3312 2033 1358 195 99 69 675 111 1163 502 258 244 125 96 4941 661 96 56 34874 14005 20869 654 166 13822
is_linear=0
shrinkage=0.1


Tree=4477
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 1 6 5 5 6 1 1 7 1 3 7 4 1 4 4 1 4 4 1 1 6 1 4 6 6
split_gain=3.20399e+11 7.88961e+12 6.59515e+12 1.40062e+13 1.21566e+13 1.43273e+13 3.35504e+13 1.60174e+13 1.12976e+13 1.14293e+13 1.1226e+13 2.50002e+13 9.12744e+12 1.07948e+13 8.95288e+12 9.2901e+12 1.54636e+13 1.61729e+13 1.33029e+13 2.63946e+13 1.21026e+13 1.09877e+13 1.3127e+13 1.26373e+13 1.0604e+13 9.81023e+12 9.75598e+12 9.43132e+12 8.93285e+12 8.9291e+12
threshold=56.760749800000006 56.791379400000004 42.005000000000003 6.5000000000000009 60.770858000000011 60.66055595000001 67.91500000000002 1.5000000000000002 1.5000000000000002 57.995000000000012 60.549354600000008 60.516422150000004 6.0000000000000009 52.419561900000012 1.5000000000000002 6.0000000000000009 11.500000000000002 60.549354600000008 16.500000000000004 15.500000000000002 60.571186450000006 10.500000000000002 25.500000000000004 60.516422150000004 60.66055595000001 74.015000000000015 60.770858000000011 21.500000000000004 66.990000000000023 94.02500000000002
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 5 10 7 -7 9 -5 11 12 13 -4 -10 21 -17 18 19 -18 -19 -16 23 -23 28 26 -22 -25 -24 -29
right_child=1 -3 3 8 -6 6 -8 -9 14 -11 -12 -13 -14 -15 15 16 17 20 -20 -21 25 22 24 27 -26 -27 -28 29 -30 -31
leaf_value=-14.758494196411457 3558.2184699326885 -3.0164048283792222 -16553.941558375504 -6091.8817499716197 -5048.8956975269521 91098.748102678568 71567.55790756362 318.61552855977612 13427.872694507088 -41180.224095924612 -1315.2620382216271 31558.697003710713 -4541.3061861911456 13915.614810202454 2706.326966435623 -8428.1411703214944 13680.32151408406 -29061.701372355441 7281.6984322344088 67393.669470214852 10380.416886868197 9963.0112887209561 32708.690907765864 -6528.9178635306071 53562.696545410159 -11745.638609590076 -8360.5329086180991 -15079.459445816308 -14573.119486367585 -48593.294244720128
leaf_weight=3190275 11255 853235 132 2160 966 21 113 261 485 97 1461 432 664 976 2271 961 385 137 1282 120 1088 386 67 2902 60 420 373 629 99 91
leaf_count=3190275 11255 853235 132 2160 966 21 113 261 485 97 1461 432 664 976 2271 961 385 137 1282 120 1088 386 67 2902 60 420 373 629 99 91
internal_value=0 53.2905 1639.18 504.733 5033.62 7432.57 25527.5 7078.84 -1119.63 -7599.89 5482.36 9988.41 4729.74 10285.7 124.496 -447.959 2906.14 5768.75 12696.9 26443.9 -366.306 -2905.39 -5915.37 -7237.57 17533.2 1723.68 5595.77 -9070.65 4510.5 -19315.2
internal_weight=0 883529 30294 19039 5026 4060 395 282 14013 2257 3665 2204 1772 1108 11756 11271 4766 3805 1787 505 2018 6505 4234 4008 226 1881 1461 3622 166 720
internal_count=4073804 883529 30294 19039 5026 4060 395 282 14013 2257 3665 2204 1772 1108 11756 11271 4766 3805 1787 505 2018 6505 4234 4008 226 1881 1461 3622 166 720
is_linear=0
shrinkage=0.1


Tree=4478
num_leaves=31
num_cat=0
split_feature=0 3 3 6 1 4 6 4 6 2 1 0 4 6 5 0 1 1 4 4 1 1 6 4 4 1 2 1 6 6
split_gain=3.34086e+11 3.04128e+12 1.41906e+13 1.05945e+13 2.58375e+13 1.91955e+13 1.64288e+13 1.49673e+13 1.12594e+13 2.09647e+13 4.26922e+13 4.32774e+13 2.40552e+13 2.06058e+13 9.97127e+12 9.45384e+12 9.33164e+12 1.58107e+13 9.04589e+12 1.7047e+13 8.84717e+12 1.0487e+13 8.61782e+12 1.9825e+13 7.52158e+12 1.3788e+13 1.57909e+13 7.20641e+12 1.10872e+13 2.73982e+13
threshold=54.94110555000001 13.500000000000002 12.500000000000002 118.04500000000002 38.97264950000001 14.500000000000002 108.05000000000001 18.500000000000004 103.03500000000001 5873.0000000000009 38.958307950000012 45.085557650000005 18.500000000000004 101.02000000000002 3.5000000000000004 45.029425500000009 39.843340650000009 39.038055050000004 16.500000000000004 22.500000000000004 47.386825600000002 39.689978950000004 142.05000000000004 15.500000000000002 23.500000000000004 39.01296365000001 3129.5000000000005 38.927872750000006 128.05000000000004 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 14 8 20 13 10 -10 12 15 -4 -6 -12 17 18 -8 -20 21 -7 23 -5 25 -15 -27 28 -3 -30
right_child=-2 27 3 4 5 7 16 -9 9 -11 11 -13 -14 24 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=41.67911808296347 -19.61758099529591 -2655.9841219103796 2696.8635467190561 20907.677696572584 -9164.8616429105732 30070.148707932694 -64165.944062500006 -27692.463758973819 -74921.498294588411 112091.37096875001 96012.616983695654 -21182.328040585275 20402.642708333336 2636.6690429687501 -81535.918499755862 188814.50033482144 10940.016478924419 -124526.5185546875 56347.742067012092 -50083.175367647062 6795.9144657258066 120779.69756250001 21409.479560810811 127450.68751953126 3092.7038436279299 -146228.10125000001 -30064.388636363637 -210.18170874480231 -70997.707284154647 15180.103833007814
leaf_weight=1179078 2772653 9535 19184 31 47 26 40 37 41 25 23 59 27 23 32 21 43 20 27 34 31 25 37 40 25 25 22 92445 78 70
leaf_count=1179078 2772653 9535 19184 31 47 26 40 37 41 25 23 59 27 23 32 21 43 20 27 34 31 25 37 40 25 25 22 92445 78 70
internal_value=0 41.8036 86.4229 2731.52 21195.4 -265.3 2443.83 25103.9 2709.24 26556.2 14051 42111.6 94708 2466.8 -38479.7 140304 -29074.3 -43294.3 -27208.7 -2974.41 48926.7 74535.6 60540 80931.9 -43991.1 -60806.8 -91853.6 -482.045 -3077.56 -30237.9
internal_weight=0 1.30115e+06 1.19902e+06 19945 306 198 19639 119 19475 196 171 130 71 19279 79 44 164 121 101 61 82 51 108 71 95 70 47 102128 9683 148
internal_count=4073804 1301151 1199023 19945 306 198 19639 119 19475 196 171 130 71 19279 79 44 164 121 101 61 82 51 108 71 95 70 47 102128 9683 148
is_linear=0
shrinkage=0.1


Tree=4479
num_leaves=31
num_cat=0
split_feature=0 0 4 1 2 1 4 4 4 4 6 5 7 5 4 6 4 3 4 3 6 4 4 3 6 4 6 4 4 6
split_gain=3.21477e+11 2.20011e+12 4.91854e+12 5.79097e+12 7.67054e+12 8.24857e+12 7.77194e+12 1.2396e+13 7.39946e+12 7.15513e+12 6.9038e+12 1.37236e+13 1.30811e+13 1.55565e+13 6.28183e+13 2.15443e+13 3.00626e+13 1.59284e+13 1.43274e+13 3.21084e+13 2.93681e+13 2.59666e+13 1.29374e+13 1.13139e+13 1.85827e+13 1.11433e+13 3.40345e+13 2.48454e+13 1.7418e+13 1.16142e+13
threshold=60.753246850000004 60.064438250000002 26.500000000000004 30.205407000000005 3338.0000000000005 30.084656550000002 4.5000000000000009 3.5000000000000004 11.500000000000002 3.5000000000000004 57.005000000000003 1.5000000000000002 6.0000000000000009 2.5000000000000004 7.5000000000000009 63.855000000000011 5.5000000000000009 12.500000000000002 7.5000000000000009 4.5000000000000009 79.710000000000022 14.500000000000002 5.5000000000000009 2.5000000000000004 86.920000000000016 13.500000000000002 79.710000000000022 5.5000000000000009 16.500000000000004 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 11 -3 13 14 15 16 -12 -16 23 20 -20 -21 -17 -15 -25 26 27 -14 29 -27
right_child=-2 2 -4 -5 5 9 8 -9 -10 -11 12 -13 25 18 17 22 -18 -19 19 21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=1.3510059130686118 236.49483424825604 9354.3970803444608 4089.2479078712468 -3157.7147507332788 -5970.7271110189622 -36643.272175480772 -231.76424232953914 -40297.213061352712 -38883.682003963695 18357.348449567256 143202.28741629465 -11049.560936866303 68363.745696526603 -37262.221202256944 -34730.507620059747 101676.69847656251 -26004.965420386907 66790.919492187502 39221.877332899305 22406.056072771993 178589.56335565477 -108642.27767857144 212804.35262784094 -14795.878650568182 93948.611505681823 16731.626581228596 -126303.46328876202 -28373.479402842422 -32136.026891850488 88218.91654829547
leaf_weight=4001071 56679 825 1600 9689 398 26 1717 143 51 262 21 549 37 81 68 20 21 20 54 54 21 21 22 55 22 73 26 94 51 33
leaf_count=4001071 56679 825 1600 9689 398 26 1717 143 51 262 21 549 37 81 68 20 21 20 54 54 21 21 22 55 22 73 26 94 51 33
internal_value=0 -3.33679 -1171.66 -1754.02 1100.22 -2565.64 -4556.02 -15044.1 -1346.72 13392 5491.47 1201.72 12914.8 23296.2 47386.7 109243 58598.7 -11657.5 9843.04 31978.7 78244.8 -14287.5 159886 -11171.8 16274 -2954.91 -21793.2 -1050.75 15883.4 38987.1
internal_weight=0 4.01712e+06 16054 14454 4765 2597 2309 541 1768 288 2168 1374 794 480 172 84 42 88 308 150 75 75 42 158 77 314 157 131 157 106
internal_count=4073804 4017125 16054 14454 4765 2597 2309 541 1768 288 2168 1374 794 480 172 84 42 88 308 150 75 75 42 158 77 314 157 131 157 106
is_linear=0
shrinkage=0.1


Tree=4480
num_leaves=31
num_cat=0
split_feature=4 0 0 6 4 6 5 4 6 1 3 6 7 4 0 0 6 1 1 1 0 3 6 0 0 1 4 6 6 0
split_gain=3.22275e+11 2.61397e+12 1.45804e+13 1.43999e+13 1.43553e+13 3.84164e+13 2.72466e+13 2.29332e+13 3.29277e+13 2.3346e+13 1.12014e+13 9.00684e+12 8.63434e+12 2.25664e+13 1.47178e+13 4.65505e+13 3.09402e+13 3.62783e+13 2.34278e+13 1.61686e+14 5.1842e+13 4.24024e+13 4.77466e+13 4.37575e+13 4.20199e+13 1.12699e+14 4.38129e+13 3.20017e+13 3.46573e+13 3.99649e+13
threshold=9.5000000000000018 57.60122925000001 57.205086850000008 63.855000000000011 8.5000000000000018 114.05000000000001 2.5000000000000004 5.5000000000000009 118.04500000000002 65.574968200000015 2.5000000000000004 69.605000000000004 6.0000000000000009 6.5000000000000009 59.990753350000013 60.028671700000011 41.005000000000003 30.362494150000003 30.345769800000003 30.362494150000003 59.963561900000009 3.5000000000000004 75.605000000000004 59.864072000000007 59.864072000000007 30.323041000000003 7.5000000000000009 125.02000000000002 65.805000000000021 59.856552950000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -5 -6 -12 -3 -14 18 16 -16 -18 21 -20 -21 22 24 -24 25 26 -15 28 -23 -30
right_child=-2 12 3 4 5 -7 -8 8 -10 -11 11 -13 13 14 15 -17 17 -19 19 20 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-44.842978261105941 26.198179503853225 476.15247514644238 -1547.6953870992384 -6308.8102104956597 -3233.4935467263931 -137939.21400240387 -2517.4150858650046 12328.854812556016 133144.88886083986 -93776.031394909282 -15129.746180555558 -51797.622034273809 1803.4432571868217 -94652.8203125 8154.0230985753678 -5784.7782462122868 -110440.76490327381 -25153.915534539476 -157243.46965228874 -4619.867234337823 -95779.011480034736 245.5305472497073 -42962.109188304232 17721.269489777227 -23148.273436209671 190245.02358870968 1679.1295813694474 -121135.8533984375 -12828.788439277669 20984.381965842629
leaf_weight=1605938 2181312 233275 16090 1953 92 26 687 231 25 31 90 262 14188 50 68 2038 105 95 71 6392 63 4400 136 941 1911 31 847 20 423 2013
leaf_count=1605938 2181312 233275 16090 1953 92 26 687 231 25 31 90 262 14188 50 68 2038 105 95 71 6392 63 4400 136 941 1911 31 847 20 423 2013
internal_value=0 -30.1964 -77.8351 -2796.74 -8712.86 -17758 -14995.2 -4040.88 24127.3 -7675.49 -34302.1 -42422.3 259.743 -1234.19 -3432.62 -10937 -50117.3 -69929.5 -2432.2 -7160.37 -5509.57 432.259 -7869.33 10058.4 -14670.4 2787.91 -3690.54 5173.95 5543.49 15112.9
internal_weight=0 1.89249e+06 1.62542e+06 19487 3397 1157 1131 2240 256 1984 444 352 267067 33792 19604 2306 268 200 17298 6526 6455 10772 3916 1077 2839 928 897 6856 6836 2436
internal_count=4073804 1892492 1625425 19487 3397 1157 1131 2240 256 1984 444 352 267067 33792 19604 2306 268 200 17298 6526 6455 10772 3916 1077 2839 928 897 6856 6836 2436
is_linear=0
shrinkage=0.1


Tree=4481
num_leaves=31
num_cat=0
split_feature=4 2 1 0 5 5 0 0 0 1 6 6 6 1 1 3 0 1 0 4 6 4 0 6 1 1 1 0 6 6
split_gain=3.23698e+11 1.65785e+12 1.76874e+12 4.22315e+12 1.98843e+12 2.87446e+12 2.57208e+12 1.7003e+12 5.66824e+12 9.58307e+12 6.59816e+12 1.29418e+13 1.70949e+13 1.51716e+13 1.10405e+13 1.22601e+13 7.43422e+12 5.22031e+12 3.2281e+12 3.16483e+12 2.978e+12 3.66037e+12 4.74726e+12 6.7606e+12 5.38023e+12 4.82831e+12 9.83361e+12 7.40491e+12 7.357e+12 4.36174e+12
threshold=2.5000000000000004 11293.500000000002 38.948208550000011 44.895258050000002 4.5000000000000009 3.5000000000000004 43.687280500000007 45.00849250000001 45.029425500000009 38.948208550000011 59.815000000000005 81.705000000000013 90.045000000000016 38.97264950000001 38.97264950000001 1.5000000000000002 45.022979600000006 37.488790500000007 45.015054600000006 1.5000000000000002 57.995000000000012 1.5000000000000002 45.022979600000006 54.990000000000002 38.977585500000011 38.965413050000002 38.977585500000011 45.015054600000006 46.805000000000007 51.805000000000007
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 7 -3 4 5 -4 -7 -1 9 17 20 14 -13 -14 15 16 -12 -9 -16 -20 21 29 23 25 -24 27 28 -23 -27 -11
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 11 12 13 -15 18 -17 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=1447.1236990871153 -4.7431283037532443 7896.4027594850777 -3794.7625196037343 -25752.588401174024 -32026.1826341712 41118.011828613286 -3494.79638671875 -1819.1609375 199.83028464367328 -3208.1217984809555 18858.092187500002 67538.618889160149 40837.381840701222 -34638.899306769126 -49514.853066406249 -76444.563686450565 -48787.94566761364 -57425.204982346753 -23492.680171074928 650.35560963624607 26317.352315063479 14891.318857421875 -16834.279357974068 -37716.005228097099 6604.1725471762293 30793.636799015414 8268.1487801980657 -53659.918870192312 99250.275795898444 -24936.896974534258
leaf_weight=10017 3961637 114 741 91 23 28 24 25 98655 827 32 40 41 76 20 67 33 52 83 157 40 40 191 28 201 73 298 26 20 104
leaf_count=10017 3961637 114 741 91 23 28 24 25 98655 827 32 40 41 76 20 67 33 52 83 157 40 40 191 28 201 73 298 26 20 104
internal_value=0 167.523 -3843.67 -5319.27 -3040.55 -2199.86 20527.5 204.37 81.2735 -4646.38 -3530.9 -13156.8 11104 -8189.95 -22873.5 -46426.7 -15485.3 -39371.3 -10915.7 -7699.11 -671.251 -1268.34 3367.6 9982.05 -4816.09 12904.5 17127.5 -12113.7 45515.5 -5635.4
internal_weight=0 112167 1021 907 816 793 52 111146 101129 2474 2397 549 157 117 392 132 65 77 260 240 1848 1808 877 485 392 457 391 66 93 931
internal_count=4073804 112167 1021 907 816 793 52 111146 101129 2474 2397 549 157 117 392 132 65 77 260 240 1848 1808 877 485 392 457 391 66 93 931
is_linear=0
shrinkage=0.1


Tree=4482
num_leaves=31
num_cat=0
split_feature=6 4 1 1 3 6 6 6 3 6 6 3 3 0 1 3 6 3 3 3 1 2 2 1 7 4 2 0 4 0
split_gain=3.14992e+11 2.32651e+12 7.6896e+12 1.03074e+13 4.62673e+12 6.00909e+12 3.27771e+12 6.91586e+12 7.35569e+12 4.8882e+12 4.15422e+12 1.31805e+13 6.96095e+12 6.56521e+12 4.54011e+12 4.23965e+12 3.98419e+12 3.87797e+12 3.55032e+12 3.22583e+12 2.18305e+12 2.03533e+12 4.53272e+12 1.35182e+13 1.67824e+13 9.77425e+12 2.39335e+13 2.96654e+13 2.44047e+13 2.13444e+13
threshold=87.395000000000024 33.500000000000007 37.46219940000001 37.586700500000006 5.5000000000000009 94.02500000000002 138.05000000000004 120.05000000000001 26.500000000000004 134.05000000000004 94.02500000000002 25.500000000000004 31.500000000000004 56.802121050000004 55.957851400000003 17.500000000000004 189.00000000000003 21.500000000000004 28.500000000000004 32.500000000000007 55.957851400000003 3999.0000000000005 5261.5000000000009 37.631035900000008 6.0000000000000009 8.5000000000000018 4556.0000000000009 54.188398350000007 4.5000000000000009 56.520242650000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 10 9 17 11 -6 -13 14 15 -12 -8 -9 -17 -20 -10 -2 23 24 -23 26 -25 28 -28 -29
right_child=1 2 3 4 6 -7 16 8 20 -11 13 12 -14 -15 -16 18 -18 -19 19 -21 -22 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=6.9711316286507445 -337.46234970119338 -38063.449138621792 61280.806433823534 3892.5649098115809 -4899.9031468098965 67756.209690504809 -16635.659701967594 38889.331317934782 -30897.550078125001 17940.66137035473 -36733.14000355114 88779.862572337966 14762.808984375 -38990.248410087719 43059.648916903418 37101.214265625 27582.028059895834 98326.074107142864 -27976.816210937501 22159.328199404765 15266.032514880953 118423.37157738095 3.7011440378446281 1384.2245613756477 17709.725557610927 -567.34470923426977 -5833.7197893415178 -37207.119872472424 70226.548571134874 16456.1870949648
leaf_weight=3832905 158686 39 34 34 150 26 135 23 20 37 33 27 24 57 22 25 24 21 33 21 21 21 71742 2735 78 5940 56 85 171 579
leaf_count=3832905 158686 39 34 34 150 26 135 23 20 37 33 27 24 57 22 25 24 21 33 21 21 21 71742 2735 78 5940 56 85 171 579
internal_value=0 -110.917 5252.7 7455.21 4958.53 31566.8 2586.32 6467.78 27260.2 44729.7 -3.33152 10031.7 53948.3 -10563.8 1528.06 -6629.93 -9961.29 67256.9 5944.83 -8479.43 -7252.79 -128.922 277.583 2310.57 39073.2 1930.11 6021.35 20255.4 51462.8 9586.64
internal_weight=0 240899 806 767 733 60 673 514 122 81 392 201 51 191 134 112 159 44 79 54 41 240093 81407 9665 99 9566 3626 891 227 664
internal_count=4073804 240899 806 767 733 60 673 514 122 81 392 201 51 191 134 112 159 44 79 54 41 240093 81407 9665 99 9566 3626 891 227 664
is_linear=0
shrinkage=0.1


Tree=4483
num_leaves=31
num_cat=0
split_feature=3 0 6 6 6 6 1 6 6 6 5 1 5 4 0 6 0 1 6 0 0 6 4 0 7 0 6 0 3 7
split_gain=3.13575e+11 2.69241e+12 7.43711e+12 8.11697e+12 3.60507e+12 6.86306e+12 4.71286e+12 7.5384e+12 9.48966e+12 3.33979e+12 3.93757e+12 5.70921e+12 3.93032e+12 4.9668e+12 4.45767e+12 3.55683e+12 2.934e+12 2.88149e+12 2.58799e+12 8.91737e+12 8.2338e+12 4.13257e+12 2.92156e+12 6.28767e+12 7.10797e+12 6.01617e+12 3.93473e+12 5.16772e+12 3.36506e+12 3.0054e+12
threshold=31.500000000000004 56.83050475000001 73.41500000000002 60.605000000000011 42.605000000000011 43.010000000000012 37.649344350000007 38.405000000000008 36.605000000000011 87.395000000000024 2.5000000000000004 37.618684050000006 2.5000000000000004 34.500000000000007 55.749683450000006 79.710000000000022 55.850146250000009 37.600779750000008 45.995000000000012 55.858844800000007 55.685785750000008 46.805000000000007 36.500000000000007 55.858844800000007 6.0000000000000009 55.806294650000005 51.015000000000008 55.801384500000005 35.500000000000007 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 17 8 -8 12 -11 -12 18 14 -14 -15 -16 -2 19 20 -7 -20 26 24 25 -24 27 -23 -26 -28
right_child=1 2 -4 -5 5 9 7 -9 -10 10 11 -13 13 15 16 -17 -18 -19 21 -21 -22 22 23 -25 28 -27 29 -29 -30 -31
leaf_value=-0.56285574048935716 12769.955376066986 11242.688426513672 -28381.35728326613 74653.294332320613 -50709.786153017245 -5952.5928199404771 -9690.3322309576961 -27407.618665026381 65892.993419471153 -14524.373046875 -15051.831955295138 31210.303602851942 -11612.126119402987 -9326.0159900102462 -79416.987672061019 38390.003069196428 -31876.630911075372 45372.3201108871 -45070.413192471591 -30467.821935096159 76267.20648908944 68719.802734375 67504.186731567388 -56129.112834821433 -44107.439208181284 -3788.3511853448276 -24111.70617266716 521.95524999999998 4355.0370074728262 2634.1561672634548
leaf_weight=4072128 216 80 31 27 29 21 46 77 26 46 36 103 67 61 21 21 34 31 22 26 29 20 20 28 38 29 47 25 23 396
leaf_count=4072128 216 80 31 27 29 21 46 77 26 46 36 103 67 61 21 21 34 31 22 26 29 20 20 28 38 29 47 25 23 396
internal_value=0 1367.55 14748.1 27243.5 166.963 -2684.01 8388.71 -5657.21 17603.6 -1432.66 10836.1 19228.7 -3878.48 -16138.6 -28930.9 2893.94 -50028.4 16861.8 -423.975 17034 41734.9 -2471.51 -974.425 -13821.1 -3051.78 25310.6 2658.44 30832.1 -25834.7 -203.441
internal_weight=0 1676 138 107 1538 1142 396 149 72 1113 185 139 928 204 122 82 55 247 724 76 50 648 626 138 110 49 488 45 61 443
internal_count=4073804 1676 138 107 1538 1142 396 149 72 1113 185 139 928 204 122 82 55 247 724 76 50 648 626 138 110 49 488 45 61 443
is_linear=0
shrinkage=0.1


Tree=4484
num_leaves=31
num_cat=0
split_feature=4 6 6 7 6 1 1 6 3 3 3 1 7 3 0 0 1 0 3 4 6 6 1 6 6 6 4 4 1 1
split_gain=3.21231e+11 5.26686e+12 8.74547e+12 1.65588e+13 1.56102e+13 1.43658e+13 2.53919e+13 2.17997e+13 1.41018e+13 1.19773e+13 1.70691e+13 1.04666e+13 1.30446e+13 9.40973e+12 8.83879e+12 7.65251e+12 7.62069e+12 7.33255e+12 7.05288e+12 6.4344e+12 9.00658e+12 8.73397e+12 2.04037e+13 2.74381e+13 1.49509e+13 1.82391e+13 1.16937e+13 1.03647e+13 9.92855e+12 1.4756e+13
threshold=28.500000000000004 56.805000000000007 52.015000000000008 6.0000000000000009 51.405000000000008 37.488790500000007 37.46219940000001 54.990000000000002 19.500000000000004 10.500000000000002 12.500000000000002 37.780517050000007 6.0000000000000009 27.500000000000004 55.834019500000004 55.685785750000008 37.586700500000006 56.818587550000011 10.500000000000002 31.500000000000004 43.905000000000008 40.905000000000008 37.768783500000005 43.605000000000011 43.605000000000011 43.205000000000005 38.500000000000007 32.500000000000007 37.768783500000005 37.780517050000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 7 -4 11 -5 -11 12 -6 -10 15 -7 -12 -18 -13 -2 21 28 24 -24 25 26 -23 -27 -21 -30
right_child=1 -3 3 9 8 14 -8 -9 13 10 16 18 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=2.5279427389577691 -4039.9964545699572 1053.0777952364685 -44770.617466517862 991.74594781486417 101092.99005512439 -3655.4021069551995 148885.71820312503 80014.122502790182 -45875.398657769103 -45623.637375710234 -18385.985642578624 -10994.885822180546 32169.734183633205 21234.97072315705 -25208.399124802218 34634.692098904641 -1765.1076088908821 -32456.052206349927 38796.621189941412 4296.6435086782503 6493.300546710595 -12277.497584077671 4003.7608753305622 91326.362604803799 -38843.71628540384 54341.140012879303 58054.274298095705 -3009.9610435748928 -25626.559188035266 -589.56281707070093
leaf_weight=4041054 4662 15172 28 789 38 113 20 28 45 154 733 66 99 39 79 97 821 86 50 3506 1982 1576 678 38 177 69 24 58 291 1232
leaf_count=4041054 4662 15172 28 789 38 113 20 28 45 154 733 66 99 39 79 97 821 86 50 3506 1982 1576 678 38 177 69 24 58 291 1232
internal_value=0 -311.925 -1490.09 -6459.05 -488.829 13478.3 52164.9 17621.8 20784.2 -9276.37 -13792.3 32571.2 51287.1 -14717 3304.64 14031 -10803.2 -4675.16 10467 -990.404 485.788 -1070.87 -5752.47 8638.2 -11164.1 -8327.2 -11222.5 28149.3 1368.14 -5373.39
internal_weight=0 32750 17578 2948 14630 365 76 56 337 2583 1794 253 137 84 289 210 1640 907 116 14293 9631 7649 2620 716 1904 1727 1600 127 5029 1523
internal_count=4073804 32750 17578 2948 14630 365 76 56 337 2583 1794 253 137 84 289 210 1640 907 116 14293 9631 7649 2620 716 1904 1727 1600 127 5029 1523
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=31
num_cat=0
split_feature=4 6 3 3 6 3 6 6 1 6 3 1 3 3 3 6 6 3 1 0 3 1 6 0 6 3 4 6 6 1
split_gain=3.82969e+11 1.472e+12 5.05608e+12 1.45468e+13 2.02868e+12 2.38478e+12 1.2175e+12 2.58663e+12 3.79275e+12 2.11314e+12 3.51754e+12 2.31546e+12 3.15983e+12 9.5149e+12 2.15438e+12 1.94858e+12 4.50798e+12 1.75368e+12 1.73914e+12 2.69866e+12 1.47407e+12 1.43019e+12 1.32736e+12 3.38897e+12 3.03421e+12 1.1341e+12 1.1334e+12 6.29176e+12 2.79927e+13 6.40792e+12
threshold=37.500000000000007 82.00500000000001 9.5000000000000018 17.500000000000004 85.020000000000024 24.500000000000004 68.515000000000015 70.00500000000001 37.543519500000009 73.41500000000002 18.500000000000004 37.618684050000006 26.500000000000004 16.500000000000004 34.500000000000007 67.91500000000002 64.805000000000021 16.500000000000004 37.768783500000005 55.806294650000005 7.5000000000000009 37.46219940000001 35.010000000000012 55.858844800000007 51.805000000000007 36.500000000000007 36.500000000000007 40.015000000000008 42.875000000000007 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 -5 -6 15 8 -8 10 20 17 13 -13 -14 16 21 -11 19 -17 -9 -2 -23 -24 -25 26 -1 29 -29 -28
right_child=1 2 3 4 5 -7 7 9 -10 11 -12 12 14 -15 -16 18 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.20247316825356468 23982.112011718753 21230.554754464287 -96946.486114211322 -29285.955184659091 29674.589468750004 -11271.388091856061 -3065.5216362847223 -14406.732650756836 48596.602183837895 5944.8294433593755 11646.977805397728 28460.00302309783 31121.044323730472 -57030.020500488281 -8513.5664388020832 -7453.5471724076706 31838.140783691408 38118.742028808592 7968.5372949218763 -51010.829468750002 -50685.298451450893 14743.699003906251 -2384.7862492201489 -59577.199140625009 -7768.8299128605768 -19442.415000000001 -62166.975862068968 121741.56339843752 2448.6116452828924 11410.087890625
leaf_weight=4071036 20 35 21 22 25 33 27 24 30 36 33 23 32 30 24 33 40 32 20 25 21 40 803 20 26 30 29 20 1194 20
leaf_count=4071036 20 35 21 22 25 33 27 24 30 36 33 23 32 30 24 33 40 32 20 25 21 40 803 20 26 30 29 20 1194 20
internal_value=0 -1611.04 -11523.4 -22873.8 -3429.78 6377.74 -604.258 4866.56 24125.1 561.719 -13151.3 6604.75 -2429.11 -19930.6 14134.8 -2266.28 -1017.49 21085.5 -17459.8 -26228.2 -31336.7 -2463.29 -3058.23 -3896.96 -30294.2 0.58352 0.726753 2995.91 4413.9 -32135.5
internal_weight=0 1475 136 101 80 58 1339 312 57 255 78 177 109 53 56 1027 949 68 78 58 45 909 889 849 46 4.07233e+06 4.0723e+06 1263 1214 49
internal_count=4073804 1475 136 101 80 58 1339 312 57 255 78 177 109 53 56 1027 949 68 78 58 45 909 889 849 46 4072329 4072299 1263 1214 49
is_linear=0
shrinkage=0.1


Tree=4486
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 6 2 6 6 0 4 6 1 6 3 5 1 6 3 4 0 5 0 0 0 7 0 1 0 6
split_gain=3.15019e+11 3.25099e+12 9.17073e+12 1.76718e+13 2.58878e+13 2.9546e+13 2.41685e+13 3.54557e+13 3.41901e+13 3.74431e+13 2.49305e+13 2.28693e+13 5.79818e+13 5.7758e+13 2.09721e+13 1.93617e+13 1.69663e+13 1.52701e+13 2.00862e+13 1.52079e+13 6.82544e+13 4.56235e+13 2.83894e+13 1.91566e+13 2.81564e+13 1.77506e+13 2.50325e+13 1.48227e+13 3.90129e+13 3.4864e+13
threshold=7.5000000000000009 37.131181300000009 37.401708450000008 55.696737300000009 55.728148450000006 108.05000000000001 75.000000000000014 78.605000000000004 77.010000000000005 55.702806750000008 22.500000000000004 84.00500000000001 37.374856000000008 89.00500000000001 15.500000000000002 2.5000000000000004 37.374856000000008 75.010000000000005 18.500000000000004 14.500000000000002 55.759969450000007 2.5000000000000004 56.115175650000005 55.768246800000007 55.840017500000009 6.0000000000000009 55.850146250000009 37.318079750000003 55.858844800000007 55.805000000000007
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 3 16 5 6 7 14 15 10 -10 -11 -13 -14 -5 -8 -3 18 -17 20 21 -6 27 -22 -25 -26 -27 -21 -29 -30
right_child=1 2 -4 4 19 -7 8 -9 9 11 -12 12 13 -15 -16 17 -18 -19 -20 22 23 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-18.552921663253453 -353.94062581032938 2476.2345092757732 43.687945349425377 -37492.816048177083 50693.129138901655 110508.49835937501 -5372.2409615108663 72784.70045635516 80769.927803308819 -96978.663088403584 -20897.087982398345 -112145.81613051471 126458.64375 -59422.092834821429 -115337.77679115854 70839.519262432805 11625.482591123951 -21128.172408536586 -31771.664111328126 -3684.9528419573271 39829.61530761719 222982.74302201706 77920.436033033286 -10600.640065065067 6202.1733697631144 85430.77812360492 15858.200598329488 8860.4039490100058 3991.9588228563389 -13175.185181396377
leaf_weight=2818986 178211 23074 1027978 222 51 20 1538 26 34 99 83 51 32 35 41 93 2222 41 24 8738 148 22 46 999 1584 70 198 4397 2474 2267
leaf_count=2818986 178211 23074 1027978 222 51 20 1538 26 34 99 83 51 32 35 41 93 2222 41 24 8738 148 22 46 999 1584 70 198 4397 2474 2267
internal_value=0 41.6797 107.167 1449.06 -535.815 -10515 -11558.8 -38615.4 -7706.85 -36951.2 8647.17 -61536.5 -31801.1 29356.8 -49628.3 -1947.65 3279.9 31388 49791.1 575.994 7076.83 102616 -538.312 4751.27 2930.3 10229.1 34030.1 -740.208 2075.64 -4216.84
internal_weight=0 1.25482e+06 1.07661e+06 48629 23333 2339 2319 289 2030 334 117 217 118 67 263 1696 25296 158 117 20994 3072 73 17922 2999 2851 1852 268 17876 9138 4741
internal_count=4073804 1254818 1076607 48629 23333 2339 2319 289 2030 334 117 217 118 67 263 1696 25296 158 117 20994 3072 73 17922 2999 2851 1852 268 17876 9138 4741
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=31
num_cat=0
split_feature=2 0 6 3 3 6 3 6 4 6 4 6 4 4 6 4 6 5 6 6 1 0 4 4 0 1 0 4 1 4
split_gain=3.47175e+11 6.21282e+12 1.61666e+13 1.34986e+13 1.56088e+13 4.4521e+13 3.24372e+13 1.39259e+13 1.35127e+13 1.04892e+13 2.18094e+13 1.84577e+13 1.28333e+13 1.23668e+13 6.88629e+12 8.28544e+12 9.71861e+12 6.71651e+12 2.1092e+13 3.48785e+13 2.98113e+13 3.20152e+13 2.78562e+13 1.01061e+14 3.02087e+13 3.44556e+13 4.80575e+13 6.07681e+13 6.4564e+13 4.60125e+13
threshold=36.000000000000007 55.988910100000005 49.010000000000012 2.5000000000000004 11.500000000000002 89.00500000000001 10.500000000000002 77.565000000000012 9.5000000000000018 65.410000000000011 11.500000000000002 62.625000000000007 11.500000000000002 16.500000000000004 33.305000000000007 16.500000000000004 35.305000000000007 2.5000000000000004 66.50500000000001 62.375000000000007 37.780517050000007 55.696737300000009 10.500000000000002 11.500000000000002 55.633951400000008 37.71815560000001 55.858844800000007 7.5000000000000009 37.586700500000006 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 14 7 5 6 9 8 -4 11 -11 13 -13 -5 -3 16 -16 -1 19 22 -21 -22 24 -24 -19 26 27 28 -26 -30
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=124.47602685024088 8.0878876656115644 -30766.136014716572 70780.975708007812 13272.329596008916 -6596.249187715176 169874.29320652175 150327.426875 -75359.94467592593 -16841.433614464964 130633.89101562501 18362.357784148186 -106374.85706845239 2915.4760653409094 92303.171644176138 44607.306315696027 -28326.752030251246 -280.80866742815294 8853.6435652100608 30.395088064645474 -12266.731510150388 -76315.049218750006 20342.794833321408 205837.53305288462 7393.2943200418367 18938.794277565419 4691.2245091313907 6422.2354675390943 -25851.152884664432 94015.595000000001 -33519.444381467758
leaf_weight=223884 3783399 86 24 198 118 23 20 27 66 24 62 21 22 22 55 88 392 1703 48462 5547 37 464 26 1979 793 2116 1246 2374 30 496
leaf_count=223884 3783399 86 24 198 118 23 20 27 66 24 62 21 22 22 55 88 392 1703 48462 5547 37 464 26 1979 793 2116 1246 2374 30 496
internal_value=0 -105.369 6935.11 18262.1 25289.9 34888.3 26474.5 -12371.9 6524.54 19376.9 49693.9 9463.34 -50458.9 21175.4 -4501.32 -279.307 5242.34 -135.756 -1028.34 -4080.42 -10156.8 13204.4 -665.962 9966.64 -3100.12 -5985.63 -10559.9 -16289.6 919.854 -26245.6
internal_weight=0 290405 1248 627 510 392 369 117 90 349 86 263 43 220 621 535 447 289157 65273 16811 6048 501 10763 2005 8758 7055 4939 3693 1319 526
internal_count=4073804 290405 1248 627 510 392 369 117 90 349 86 263 43 220 621 535 447 289157 65273 16811 6048 501 10763 2005 8758 7055 4939 3693 1319 526
is_linear=0
shrinkage=0.1


Tree=4488
num_leaves=31
num_cat=0
split_feature=0 0 4 7 3 6 1 6 6 4 0 1 6 6 6 6 3 6 5 3 1 0 5 6 0 6 6 6 7 1
split_gain=3.32388e+11 6.76634e+12 2.50536e+13 1.27965e+13 1.12263e+13 1.54155e+13 1.00958e+13 9.20412e+12 1.27132e+13 6.85768e+12 6.31643e+12 6.41634e+12 6.27388e+12 1.23124e+13 1.7777e+13 1.11218e+13 2.24628e+13 1.09838e+13 2.22572e+13 3.87015e+13 7.4162e+12 1.39276e+13 9.55866e+12 1.01318e+13 9.63076e+12 6.12718e+12 8.66529e+12 1.04892e+13 9.04145e+12 9.6776e+12
threshold=56.760749800000006 56.385857200000011 19.500000000000004 6.0000000000000009 4.5000000000000009 73.41500000000002 36.555998300000006 89.00500000000001 75.605000000000004 1.5000000000000002 56.791379400000004 45.126607350000008 116.05000000000001 149.05000000000004 142.05000000000004 103.03500000000001 6.5000000000000009 168.45000000000002 3.5000000000000004 3.5000000000000004 37.957884500000006 56.685611200000004 3.5000000000000004 112.00500000000001 56.520242650000007 35.995000000000012 53.005000000000003 70.00500000000001 6.0000000000000009 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 11 -2 15 14 -14 25 20 -15 -19 -20 -17 22 23 -22 -24 -11 -27 28 -28 -30
right_child=10 2 3 4 5 -7 9 -9 -10 12 -12 -13 13 17 -16 16 -18 18 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=5.4092829844134744 -16469.400964848683 -27836.630224609376 1102.5702837890626 -7060.6761810302742 36829.594028005296 111731.31121294071 10405.849628702801 -54788.661025855661 70884.664500473489 704.39467216483422 3.8969681345463343 1591.3188670843952 -14994.685805844589 34472.711248637359 -84698.190401785716 -24947.31072443182 -33952.344163602938 36848.401579483696 7119.4812399471521 -168190.26656250001 25257.837391690344 93039.786846245668 -49362.761799568972 89189.433447265634 30809.84639616936 -3003.7587939111072 2105.2124093249695 -3765.4779432393025 28049.752336713009 -6404.5447731833456
leaf_weight=3128637 198 142 125 32 93 39 510 21 33 12694 853235 30096 284 86 42 22 68 46 34 20 110 36 29 32 31 25796 13093 6142 85 1993
leaf_count=3128637 198 142 125 32 93 39 510 21 33 12694 853235 30096 284 86 42 22 68 46 34 20 110 36 29 32 31 25796 13093 6142 85 1993
internal_value=0 -15.0321 -1052.6 25898.5 46077.6 58959.6 -1203.41 7410.35 15677.3 -1141.57 54.2783 1473.27 -1238.68 -12261.5 -23974.9 -1144.83 17219 8268.48 -14267.2 -57810.1 30602.3 35737.1 25524.8 39665 -7940.25 -1245.55 -1770.98 -278.893 1132.66 -4995.2
internal_weight=0 3.19028e+06 61638 343 164 132 61295 179 158 61153 883529 30294 60643 512 326 60131 328 186 100 54 260 238 202 142 60 59803 47109 21313 15171 2078
internal_count=4073804 3190275 61638 343 164 132 61295 179 158 61153 883529 30294 60643 512 326 60131 328 186 100 54 260 238 202 142 60 59803 47109 21313 15171 2078
is_linear=0
shrinkage=0.1


Tree=4489
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 4 0 1 6 1 6 4 6 4 6 7 4 4 6 1 6 6 7 0 4 6 4 5 4
split_gain=3.62332e+11 8.03652e+12 1.36647e+13 1.10206e+13 6.64726e+13 4.02646e+13 2.75382e+13 4.12536e+13 3.33909e+13 4.32557e+13 2.9466e+13 2.91927e+13 2.68645e+13 2.53308e+13 2.32505e+13 2.7871e+13 2.19092e+13 2.16101e+13 5.16476e+13 4.0797e+13 3.50565e+13 2.527e+13 2.1691e+13 2.16029e+13 2.53258e+13 4.57264e+13 3.64797e+13 4.30123e+13 2.80298e+13 2.4073e+13
threshold=49.230435000000007 49.111590500000005 55.554045200000012 55.801384500000005 55.791814000000009 3.5000000000000004 9.5000000000000018 55.79439725000001 49.147669400000005 39.810000000000009 49.195555600000006 118.04500000000002 3.5000000000000004 61.025000000000006 11.500000000000002 83.820000000000007 6.0000000000000009 17.500000000000004 18.500000000000004 102.04000000000001 49.176406850000006 83.010000000000005 57.410000000000004 6.0000000000000009 55.783232450000007 7.5000000000000009 110.01500000000001 22.500000000000004 1.5000000000000002 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 4 23 6 8 17 9 -6 11 13 -11 -9 -15 16 -16 19 -19 22 21 -20 -8 -4 26 -26 29 -28 -27 -25
right_child=-2 2 3 -5 5 -7 7 10 -10 12 -12 -13 -14 14 15 -17 -18 18 20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-5.3507058887718451 -35.771335826812368 -22201.807417736818 2159.1280174099311 -815.89808756578395 -50984.825885206657 -32546.048515625003 7797.974223347007 28045.786788320544 -6711.7299946430758 112643.60733309659 -4986.6105281988057 -70698.999248798078 29290.685115840519 31778.496042968753 182070.69642650464 21096.203528225808 83742.940625000003 -112969.15276943111 31350.351176006203 151679.06589673914 -10585.00416079891 -42856.409260110297 41285.09623748091 -4500.5059631202603 53105.776752804493 -3085.957008842573 96561.460291280877 -13123.705322265625 -42683.264283017634 7772.2293155536454
leaf_weight=2339440 1670495 250 27175 18709 62 195 709 1088 1120 44 217 26 319 200 27 62 141 39 458 23 699 51 266 9073 78 292 81 64 461 1940
leaf_count=2339440 1670495 250 27175 18709 62 195 709 1088 1120 44 217 26 319 200 27 62 141 39 458 23 699 51 266 9073 78 292 81 64 461 1940
internal_value=0 24.864 1131.59 1223.28 2072.78 12116.9 13685.8 18060 2344.24 26209.4 29517.8 34367.2 39394.1 36166.8 56714.7 78398.4 99545.6 9072.29 295.164 20039.3 3951.88 23915.1 16933.9 599.149 -2936.8 -19778.4 -1682.51 48148.7 -27328.1 -2338.6
internal_weight=0 2.40331e+06 63869 63619 44910 5746 5551 4006 1545 425 1761 1544 363 1518 430 230 168 2245 1247 998 1208 509 975 39164 11989 831 11158 145 753 11013
internal_count=4073804 2403309 63869 63619 44910 5746 5551 4006 1545 425 1761 1544 363 1518 430 230 168 2245 1247 998 1208 509 975 39164 11989 831 11158 145 753 11013
is_linear=0
shrinkage=0.1


Tree=4490
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 4 6 6 5 1 4 0 0 6 0 6 6 3 3 3 0 0 6 4 5 3 3 6 0
split_gain=3.54345e+11 2.99345e+12 1.09284e+13 2.09237e+13 5.85256e+13 1.98589e+13 2.72517e+13 1.89161e+13 2.73059e+13 2.93475e+13 2.76959e+13 1.73641e+13 3.32987e+13 4.15315e+13 2.82172e+13 2.33902e+13 2.05408e+13 1.9966e+13 2.86997e+13 2.8928e+13 3.14789e+13 1.95558e+13 4.1855e+13 2.11605e+13 2.45833e+13 4.6712e+13 4.14929e+13 2.19899e+13 2.09728e+13 2.31234e+13
threshold=10.500000000000002 37.957884500000006 37.780517050000007 56.105603650000006 56.115175650000005 56.041614100000011 12.500000000000002 94.02500000000002 96.050000000000011 3.5000000000000004 37.804148700000006 17.500000000000004 55.759969450000007 55.743464250000009 72.020000000000024 55.988910100000005 65.410000000000011 90.045000000000016 16.500000000000004 11.500000000000002 14.500000000000002 55.568628050000008 55.539595350000006 64.805000000000021 19.500000000000004 2.5000000000000004 9.5000000000000018 4.5000000000000009 65.00500000000001 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 10 -9 15 13 21 16 -4 -15 -14 19 -19 -21 22 -13 -23 25 26 -25 -27 29 -26
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 17 14 -16 -17 -18 18 -20 20 -22 23 -24 24 28 27 -28 -29 -30 -31
leaf_value=22.822478834983592 -16.200430879834894 -159.33318470180171 2456.2515215836297 173190.38681640627 13066.799151774525 -83095.482308467748 -9369.1534435941976 26263.089232131671 -2643.2007498331318 46082.5224609375 -52054.85670916448 11096.746533004391 -6278.819765773268 18767.720592643975 49561.236585546874 13823.418993452859 -17775.318359634726 14498.013684475807 -39170.397284226194 201340.43389945652 31999.322358630954 1914.6445028735748 135234.54051339286 -182965.5705608259 16698.03791193182 89101.895126488103 -32984.446834935901 -22409.374318150112 -2888.305756075913 -60740.807567602351
leaf_weight=2547999 584937 872386 37127 26 187 62 262 53 2199 44 305 906 8035 846 250 1903 188 62 42 23 21 12276 28 35 55 21 39 112 3246 129
leaf_count=2547999 584937 872386 37127 26 187 62 262 53 2199 44 305 906 8035 846 250 1903 188 62 42 23 21 12276 28 35 55 21 39 112 3246 129
internal_value=0 -38.1121 123.731 1318.95 32612.4 1221.32 -23477.3 1339.09 -7024.05 -30988 -40460.3 1671.99 -313.326 2076.49 19412.8 3010.48 12123.5 -5608.43 30787.4 58506.5 120519 755.202 14818.2 -70.2152 -6769.73 -40236.2 -103921 -4802.33 -4750.03 -37593.3
internal_weight=0 1.5258e+06 653419 68482 213 68269 324 67945 2601 402 358 65344 26314 18131 1284 39030 1034 8183 148 106 44 16847 934 15913 3637 207 74 133 3430 184
internal_count=4073804 1525805 653419 68482 213 68269 324 67945 2601 402 358 65344 26314 18131 1284 39030 1034 8183 148 106 44 16847 934 15913 3637 207 74 133 3430 184
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=31
num_cat=0
split_feature=0 6 5 1 6 0 6 0 6 0 7 1 0 0 1 0 4 1 6 4 6 1 1 6 1 1 6 0 6 6
split_gain=3.50965e+11 2.90133e+12 6.9262e+12 2.78091e+13 1.88322e+13 6.36365e+13 4.67205e+13 4.43894e+13 4.21544e+13 5.36917e+13 5.89662e+13 2.9166e+13 3.37865e+13 1.99724e+13 2.48789e+13 2.80962e+13 3.22617e+13 4.77149e+13 3.62126e+13 4.3705e+13 2.02502e+13 1.89131e+13 1.88855e+13 1.84338e+13 3.1595e+13 1.77303e+13 2.29947e+13 2.11725e+13 1.77105e+13 1.71765e+13
threshold=56.067362750000008 36.405000000000008 1.5000000000000002 30.277905650000005 56.505000000000003 56.309668500000008 81.705000000000013 56.148747500000006 56.010000000000012 59.91832440000001 6.0000000000000009 60.620042600000012 59.905532300000012 56.324067350000007 37.442254400000003 56.309668500000008 9.5000000000000018 43.997056950000008 47.420000000000009 7.5000000000000009 50.995000000000012 38.109452700000006 47.504912950000005 47.420000000000009 43.997056950000008 44.064675150000006 52.990000000000002 56.262014700000009 83.820000000000007 96.050000000000011
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 8 6 7 -6 13 11 -11 12 -10 14 -5 22 17 21 -19 -20 23 -17 25 -18 -25 26 -16 -27 -8 -3
right_child=1 2 -4 4 5 -7 28 -9 9 10 -12 -13 -14 -15 15 16 20 18 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-18.018310129631626 -270.2601600969428 -2441.2763081661633 -28.318312472083683 -12636.869772304228 -4895.5730101125118 -262.93699080827577 86845.412388392855 -55501.939520776185 47885.340802335981 196351.27510279606 31793.030556832109 -35162.633984375003 -62745.51325683594 786.39011022787736 1988.2131998329151 93971.665859375003 4432.2416504206185 36189.09691808364 35226.238390625003 158774.37691231346 -40020.297242296016 4118.0328604421311 -2427.9326675102316 -32744.02377642463 82769.176939431229 6190.4535092366496 -33934.302971845114 22355.827079838542 2056.7816046291446 32302.776704545453
leaf_weight=2958794 228107 28636 672193 881 259 6918 28 524 201 38 51 87 32 153107 6786 25 814 204 50 67 90 372 4306 34 78 9707 183 884 205 143
leaf_count=2958794 228107 28636 672193 881 259 6918 28 524 201 38 51 87 32 153107 6786 25 814 204 50 67 90 372 4306 34 78 9707 183 884 205 143
internal_value=0 47.8134 129.62 624.079 1071.82 -3695.07 -27064.6 -38762.4 1284.3 33351.4 102054 14243.6 32691.4 1210.45 3862.56 4478.49 16731.1 32956.8 61625.5 105976 5264.49 9776.32 3506.84 9665.81 47702.7 4962.15 1044.92 7539.73 12246 -2268.64
internal_weight=0 1.11501e+06 886903 214710 185931 7934 1016 783 177997 409 89 320 233 177588 24481 23600 1734 718 321 117 1016 397 21866 926 112 17560 6969 10591 233 28779
internal_count=4073804 1115010 886903 214710 185931 7934 1016 783 177997 409 89 320 233 177588 24481 23600 1734 718 321 117 1016 397 21866 926 112 17560 6969 10591 233 28779
is_linear=0
shrinkage=0.1


Tree=4492
num_leaves=31
num_cat=0
split_feature=6 6 2 5 4 1 6 3 1 3 4 1 0 4 3 1 3 0 4 4 1 0 7 4 3 5 0 4 1 4
split_gain=3.79655e+11 3.74744e+12 1.21387e+13 3.20028e+13 2.40495e+13 2.73318e+13 1.80005e+13 1.72048e+13 1.62119e+13 1.67632e+13 1.35066e+13 1.23209e+13 1.0701e+13 2.81259e+13 1.42993e+13 1.12347e+13 1.33834e+13 1.00831e+13 1.00783e+13 3.40202e+13 3.66355e+13 3.50279e+13 2.74604e+13 2.37113e+13 1.51957e+13 1.68117e+13 1.16616e+13 8.85442e+12 2.33364e+13 1.60423e+13
threshold=62.375000000000007 62.995000000000012 75.000000000000014 1.5000000000000002 5.5000000000000009 37.649344350000007 62.625000000000007 2.5000000000000004 37.331232350000008 15.500000000000002 10.500000000000002 37.503969450000007 55.812023600000011 21.500000000000004 11.500000000000002 37.780517050000007 10.500000000000002 55.702806750000008 22.500000000000004 17.500000000000004 37.563506350000004 55.743464250000009 6.0000000000000009 11.500000000000002 11.500000000000002 2.5000000000000004 55.850146250000009 18.500000000000004 82.981285100000022 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 -2 7 6 18 -5 -8 10 11 -10 15 -14 -15 -7 -17 -13 19 20 21 23 -23 -6 25 -21 -22 29 -29 -4
right_child=1 -3 27 4 5 12 8 -9 9 -11 -12 17 13 14 -16 16 -18 -19 -20 24 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-18.320524181764895 103783.19879807693 27.892705437358224 2159.5964545290308 108111.84454427085 -103330.32593098958 -7827.9686072503537 82379.787177734383 -4212.7849687500002 66421.180705492428 35104.984176974824 -26051.666040620352 24361.53546875 -17566.111263020834 145247.72747395834 39162.497337962959 6048.0558324353451 78545.883555772583 -67304.107578125011 -10582.459658323689 -166520.54590435605 -109243.28051313921 20111.429092261907 162478.40468750001 -1726.7007344148599 -43650.098551739386 -68346.458277027035 -39596.673369324883 6885.6188806897817 90327.906066176482 -16387.731477663645
leaf_weight=2995108 26 1062550 11529 30 30 353 20 25 33 72 336 30 48 24 27 87 36 20 162 33 44 42 20 98 53 37 53 2358 34 486
leaf_count=2995108 26 1062550 11529 30 30 353 20 25 33 72 336 30 48 24 27 87 36 20 162 33 44 42 20 98 53 37 53 2358 34 486
internal_value=0 50.8688 1562.9 -6329.18 -8000.47 -10158.5 -19513.9 57055.2 -5873.86 -9468.71 -17128.2 18995.9 7462.12 37375.3 89085 1240.67 27266.9 -12304.7 -31699.3 -40043.1 -21185.4 4342.75 66036.3 -25540.1 -84044.3 -114629 -71188.9 2515.51 8071.67 1409.37
internal_weight=0 1.0787e+06 16146 1739 1713 1658 1083 55 511 491 419 83 575 99 51 476 123 50 572 410 287 190 62 128 123 70 97 14407 2392 12015
internal_count=4073804 1078696 16146 1739 1713 1658 1083 55 511 491 419 83 575 99 51 476 123 50 572 410 287 190 62 128 123 70 97 14407 2392 12015
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 6 0 1 3 4 4 0 6 3 6 5 5 3 6 0 6 6 4 4 4 1 4 6 3 7
split_gain=3.63761e+11 3.16507e+12 2.06596e+13 6.2091e+13 2.48029e+13 1.49435e+13 1.21392e+13 4.45604e+13 4.98554e+13 2.37451e+13 2.26707e+13 3.76306e+13 8.66841e+13 4.97156e+13 4.30167e+13 4.263e+13 2.74867e+13 2.30937e+13 2.26695e+13 2.19913e+13 2.0382e+13 1.90649e+13 3.14463e+13 3.48252e+13 3.41156e+13 3.49916e+13 3.03299e+13 2.88123e+13 1.78265e+13 1.74209e+13
threshold=30.260128500000004 59.91832440000001 59.905532300000012 8.5000000000000018 6.5000000000000009 41.990000000000002 59.950512650000007 30.242318500000007 11.500000000000002 24.500000000000004 9.5000000000000018 59.939085000000013 80.030000000000015 9.5000000000000018 74.615000000000009 2.5000000000000004 2.5000000000000004 6.5000000000000009 72.020000000000024 59.939085000000013 138.05000000000004 74.615000000000009 13.500000000000002 14.500000000000002 5.5000000000000009 30.226173900000003 7.5000000000000009 76.00500000000001 1.5000000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 9 10 20 19 13 15 14 -12 18 -16 -14 -13 -9 21 22 24 -24 25 -3 -23 -28 -25 -21
right_child=-2 6 3 5 -6 -7 -8 8 -10 -11 11 12 17 -15 16 -17 -18 -19 -20 29 -22 26 23 28 -26 -27 27 -29 -30 -31
leaf_value=-90.022572507115044 -5.5064859135314492 -61033.746685014201 -4306.0186262123016 -2888.6528013392858 82806.671958705352 -74399.779035354877 164.05458274719055 18611.373216413816 165889.68937245244 71331.066427157784 -24712.257135801825 72470.269428854561 19024.289563679245 137120.76689814817 13475.254724702383 181430.01733685663 124002.58873046875 -73475.217365056829 -20835.97840786638 3789.742212701613 -85147.954045758932 62650.709845969468 42569.016302688957 77535.409251302088 -21135.319038428042 25119.961084428269 117240.90998641304 3768.9398988368152 46.437134712705088 -47579.441741253395
leaf_weight=77209 3940012 55 494 35 35 177 48520 413 23 47 262 255 53 27 63 34 35 55 29 155 28 110 215 30 1281 330 23 826 2858 115
leaf_count=77209 3940012 55 494 35 35 177 48520 413 23 47 262 255 53 27 63 34 35 55 29 155 28 110 215 30 1281 330 23 826 2858 115
internal_value=0 162.159 -249.511 -16867.5 1457.58 -62593.7 736.811 4532.24 19780 540.959 17533.7 28816.9 49322.6 6244.65 -3571.05 75611 52949.3 -28081.9 62942.5 4102.89 -37.0698 378.975 -2208.11 3741.9 -13290.3 12812.3 13244.3 6842.97 851.378 -18089.7
internal_weight=0 133792 77950 741 529 212 55842 7322 1519 5803 1496 813 426 387 360 318 98 108 284 683 5756 5728 4769 3103 1666 385 959 849 2888 270
internal_count=4073804 133792 77950 741 529 212 55842 7322 1519 5803 1496 813 426 387 360 318 98 108 284 683 5756 5728 4769 3103 1666 385 959 849 2888 270
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 4 7 7 4 6 3 4 3 4 4 0 6 6 6 4 3 7 4 4 7 3 5 6 6
split_gain=3.61454e+11 4.09634e+12 2.6919e+13 1.27021e+13 4.99128e+13 3.04579e+13 3.10393e+13 2.47253e+13 2.24789e+13 2.48412e+13 4.46478e+13 4.37869e+13 3.99853e+13 2.11272e+13 2.10152e+13 4.95769e+13 5.43935e+13 3.9251e+13 3.3451e+13 2.54049e+13 2.39032e+13 2.11259e+13 2.01536e+13 1.8855e+13 2.36685e+13 1.95195e+13 1.80514e+13 1.74435e+13 3.37936e+13 2.41646e+13
threshold=65.534455000000023 65.493200550000012 57.113979900000011 57.15297970000001 95.045000000000016 7.5000000000000009 9.5000000000000018 6.0000000000000009 6.0000000000000009 5.5000000000000009 156.15000000000003 4.5000000000000009 8.5000000000000018 2.5000000000000004 10.500000000000002 12.500000000000002 57.14107305000001 112.00500000000001 118.04500000000002 61.425000000000004 9.5000000000000018 8.5000000000000018 6.0000000000000009 23.500000000000004 18.500000000000004 6.0000000000000009 4.5000000000000009 2.5000000000000004 87.395000000000024 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 11 12 13 -11 -6 17 16 -16 22 20 -18 -19 -20 -4 24 -17 26 -25 28 -21 -29
right_child=-2 2 3 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 23 19 18 21 27 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-8.6624939368773255 51.2927967529859 36889.608693033857 -8094.0991099726516 -863.60306198441526 3809.2925057870375 146045.83933293269 -76176.871961059573 42807.271257560489 -15106.488613281252 164749.64425000001 232480.1783110119 -99892.238437500011 4292.128363185976 121543.09508928571 4663.4340236893913 -1679.8579176457033 8789.4224149155907 -53898.57770019531 -35749.425607374244 75011.467496202255 -171981.39604166668 68609.722878196029 7152.6771727687637 -37715.289011548914 -21889.935316909672 -5871.629468985484 57643.701883755391 19134.119111650067 218718.36171875001 114979.90261824324
leaf_weight=3029623 1027379 180 5421 1994 27 26 40 31 40 25 21 20 41 35 630 5704 87 40 164 90 30 22 1032 23 645 141 145 91 20 37
leaf_count=3029623 1027379 180 5421 1994 27 26 40 31 40 25 21 20 41 35 630 5704 87 40 164 90 30 22 1032 23 645 141 145 91 20 37
internal_value=0 -17.298 -1574.4 -1990.93 4907.25 42512.1 32898.2 -24226 52304.1 68259.3 105480 28768.5 65071.5 70271.9 -3098.72 497.251 21804.7 -7179.23 -45581.6 55032.4 -104505 -23405.9 -5655.75 -2559.02 -3733.02 21563.1 44588.6 71936.4 101140 46839.5
internal_weight=0 3.04642e+06 16802 16622 2300 306 280 71 209 169 87 82 66 62 14322 7613 955 6709 256 325 70 186 6453 6658 6349 309 168 238 110 128
internal_count=4073804 3046425 16802 16622 2300 306 280 71 209 169 87 82 66 62 14322 7613 955 6709 256 325 70 186 6453 6658 6349 309 168 238 110 128
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=31
num_cat=0
split_feature=1 1 3 1 4 4 6 6 2 6 4 0 5 7 4 0 6 6 6 6 0 6 6 6 3 4 6 6 3 6
split_gain=3.68716e+11 1.38892e+13 1.3395e+13 1.17663e+13 2.83611e+13 6.08243e+13 2.25628e+13 3.1673e+13 2.24353e+13 2.05439e+13 2.24027e+13 4.94659e+13 4.44308e+13 2.87121e+13 1.95273e+13 2.53243e+13 4.57864e+13 4.02594e+13 4.3747e+13 2.99422e+13 2.60747e+13 2.33234e+13 2.91772e+13 3.86969e+13 2.60006e+13 3.20088e+13 2.69577e+13 2.59821e+13 4.93677e+13 1.95998e+13
threshold=39.939672500000007 39.843340650000009 20.500000000000004 40.024897700000004 15.500000000000002 11.500000000000002 31.005000000000006 34.605000000000011 3191.5000000000005 156.15000000000003 5.5000000000000009 57.634352600000007 3.5000000000000004 6.0000000000000009 3.5000000000000004 43.472751400000007 110.01500000000001 90.045000000000016 70.00500000000001 80.720000000000013 57.634352600000007 65.00500000000001 35.305000000000007 37.995000000000012 1.5000000000000002 4.5000000000000009 63.855000000000011 36.005000000000003 2.5000000000000004 44.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 13 -12 -13 14 -2 16 17 18 21 -20 -17 22 -16 27 29 -26 -27 -24 -29 -25
right_child=3 2 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 15 20 -18 -19 19 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-10.504196314686242 -2889.8285906138835 1628.9280373243951 28446.684725413608 -8.7309228689656138 -22114.197106158012 125558.24515625002 -46736.487691824783 22723.177569302647 -21721.086009907471 -80425.50877757353 -20888.474557741618 -2416.9963493439764 91378.022514552693 -13263.185113361089 -628.23880555124003 -14820.313932717339 151034.48338716949 -95589.195136088718 114523.83929893094 -8070.9676504629642 12733.446994446806 -50905.278275240387 30109.957972756412 128611.00531684028 -13682.389570392546 26634.828542804411 143722.02380952382 227708.23828125 29982.363858695655 34036.330684988839
leaf_weight=1883763 1769 46450 187 2128175 724 20 70 1056 659 34 1758 5191 51 1003 528 607 26 31 76 27 791 52 39 36 244 309 21 28 23 56
leaf_count=1883763 1769 46450 187 2128175 724 20 70 1056 659 34 1758 5191 51 1003 528 607 26 31 76 27 791 52 39 36 244 309 21 28 23 56
internal_value=0 31.7011 1736.46 -28.5508 -2798.27 -1834.14 20275.1 18405.1 -3730.78 -2797.27 -2588.89 -6372.61 -1504.45 2085.68 5387.18 10446.6 19489.5 17162.9 19591.9 82387.3 769.833 14750.6 17409.5 30007.4 21690.5 13780.2 34085.8 91552.4 138538 71043.8
internal_weight=0 1.9304e+06 46637 2.1434e+06 15229 14505 1146 1126 13359 12700 12666 7000 5242 5666 4663 2894 1496 1470 1439 103 1398 1336 1284 756 666 574 330 90 51 92
internal_count=4073804 1930400 46637 2143404 15229 14505 1146 1126 13359 12700 12666 7000 5242 5666 4663 2894 1496 1470 1439 103 1398 1336 1284 756 666 574 330 90 51 92
is_linear=0
shrinkage=0.1


Tree=4496
num_leaves=31
num_cat=0
split_feature=0 4 4 1 6 6 3 1 2 5 6 6 1 6 2 6 6 3 6 1 6 1 6 2 3 6 6 3 3 5
split_gain=4.00141e+11 2.67292e+12 1.27993e+13 9.04965e+12 1.65677e+13 1.19592e+13 9.96444e+12 1.21047e+13 1.05312e+13 1.3138e+13 1.18559e+13 9.35687e+12 3.93096e+13 1.15333e+13 9.61616e+12 8.13697e+12 1.50662e+13 1.06747e+13 1.1096e+13 3.31152e+13 9.39065e+12 5.73952e+13 1.21339e+13 8.75951e+12 7.69026e+12 1.05521e+13 1.31626e+13 1.15141e+13 6.15173e+12 5.23817e+12
threshold=43.472751400000007 7.5000000000000009 6.5000000000000009 47.504912950000005 138.05000000000004 118.04500000000002 2.5000000000000004 39.908802000000009 9613.5000000000018 2.5000000000000004 120.05000000000001 93.050000000000011 47.256487700000001 61.805000000000007 9613.5000000000018 28.005000000000006 32.005000000000003 3.5000000000000004 45.995000000000012 45.126607350000008 65.805000000000021 45.71452080000001 58.755000000000003 3999.0000000000005 3.5000000000000004 108.05000000000001 95.045000000000016 5.5000000000000009 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 -1 6 5 -5 7 -4 9 15 24 13 -13 -9 -15 28 -17 18 -18 -20 22 -22 29 -24 -11 26 27 -26 -8 -19
right_child=-2 -3 3 4 -6 -7 8 11 -10 10 -12 12 -14 14 -16 16 17 20 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-344.00620737530733 3.3958437118611315 489.80078825997475 -63782.071375 2120.3891856158825 87515.238760653418 -75021.926525297618 -20082.691171875002 14868.558214704108 4095.1513026372304 -11848.040257352943 14731.727586206896 -45498.158281250006 152768.423125 -60431.016714409729 19053.979194972828 49168.160441300679 -7631.1368952824523 -23947.027566189237 -146245.90221774194 -9281.7614707388529 117373.38511513158 -22709.854414331632 -111531.39172585227 -29562.233123779297 -124208.15343805129 -126768.70855978262 -7175.1272675304881 -43861.074211774554 -98515.667578125009 2170.4611060573629
leaf_weight=22533 4026531 22800 25 467 22 21 20 178 191 34 29 20 20 45 23 37 52 162 31 41 38 127 22 32 31 23 41 42 20 146
leaf_count=22533 4026531 22800 25 467 22 21 20 178 191 34 29 20 20 45 23 37 52 162 31 41 38 127 22 32 31 23 41 42 20 146
internal_value=0 -289.245 -1015.03 -8808.99 2627.64 -1199.26 -12887.8 2946.31 -17288.5 -21689.7 -44390.5 8779.21 53635.1 1485.57 -33546.4 -15453.2 -12904 -16431.9 -42830.6 -68252.4 -10220.4 9551.74 -19232.6 -62957.1 -54417 -64981.6 -52515.8 -77981.1 -59299.2 -11566.7
internal_weight=0 47273 24473 1940 510 488 1430 311 1119 928 200 286 40 246 68 728 688 651 124 72 527 165 362 54 171 137 114 73 40 308
internal_count=4073804 47273 24473 1940 510 488 1430 311 1119 928 200 286 40 246 68 728 688 651 124 72 527 165 362 54 171 137 114 73 40 308
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 6 0 6 0 6 1 0 5 6 6 3 3 7 6 3 0 7 1 4 6 4 4 6 6 4
split_gain=3.66165e+11 5.53447e+12 1.37799e+13 1.56673e+13 2.45741e+13 2.99309e+13 2.1205e+13 2.12995e+13 1.75378e+13 2.0885e+13 1.71901e+13 2.28427e+13 1.75361e+13 3.83226e+13 1.69531e+13 1.65797e+13 1.38381e+13 1.25124e+13 1.40525e+13 1.24809e+13 1.17992e+13 2.4426e+13 7.28359e+13 2.68998e+13 2.28462e+13 2.60313e+13 2.41848e+13 2.66705e+13 1.95392e+13 1.83925e+13
threshold=30.157841000000001 59.963561900000009 60.034792100000011 16.500000000000004 5.5000000000000009 77.565000000000012 60.002985000000002 46.805000000000007 60.01610465000001 64.015000000000015 30.084656550000002 60.002985000000002 2.5000000000000004 56.010000000000012 70.50500000000001 1.5000000000000002 3.5000000000000004 6.0000000000000009 75.010000000000005 1.5000000000000002 59.848366150000011 6.0000000000000009 30.084656550000002 24.500000000000004 108.05000000000001 3.5000000000000004 3.5000000000000004 138.05000000000004 51.015000000000008 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 20 3 4 8 6 7 -6 10 -10 11 17 13 19 -15 -11 -13 18 -3 -12 -1 22 24 -24 25 -22 -26 -28 -27 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 9 15 12 16 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 26 28 27 -29 29 -31
leaf_value=-138.25227973509308 -3.9247071843737751 -14055.184341959644 463.50410078577607 21272.842324713216 -33236.911453993052 67306.403776041669 -26247.873173526576 -132877.38688667113 -11740.119811128918 7142.49951171875 74551.899375000008 4830.5089278726018 -38694.915444711536 194741.27738281252 67530.763068181826 -99993.95440204328 48991.753385416669 30924.086169921877 -62288.689827473965 -18655.68939185049 23717.642099770535 -883.51460828882887 25873.558179040687 -30359.741421611659 -51728.440195312505 1847.4491126702844 140123.50165719699 22835.224964677531 -11125.714950966856 -58787.912693067527
leaf_weight=49581 4005167 375 5092 158 45 30 421 41 401 20 20 272 26 20 22 52 96 50 72 51 356 6279 1925 89 20 1789 33 47 1167 87
leaf_count=49581 4005167 375 5092 158 45 30 421 41 401 20 20 272 26 20 22 52 96 50 72 51 356 6279 1925 89 20 1789 33 47 1167 87
internal_value=0 229.018 -2381.1 -9049.93 -11428.8 -29748.2 -35491.1 -80739.9 -4768.29 -20644 2711.02 -2534.3 35352.8 52390.3 128107 -70233.8 16350.8 -16517.7 -21824.3 7599.97 537.946 3381.11 8238.28 23388.6 -482.117 -1868.11 46627.6 71216.6 -4861.38 -14432.4
internal_weight=0 68637 7264 2172 2014 537 507 86 1477 473 1004 865 139 113 42 72 368 497 447 71 61373 11792 5513 2014 3499 3399 100 80 3043 1254
internal_count=4073804 68637 7264 2172 2014 537 507 86 1477 473 1004 865 139 113 42 72 368 497 447 71 61373 11792 5513 2014 3499 3399 100 80 3043 1254
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=31
num_cat=0
split_feature=1 4 0 6 6 7 4 6 6 6 4 3 0 3 3 0 4 4 6 6 4 3 4 5 6 0 5 0 0 3
split_gain=3.7759e+11 3.19016e+12 3.01286e+12 7.5561e+12 2.28665e+13 1.84358e+13 2.18599e+13 3.02304e+13 1.2273e+13 2.69712e+13 1.87742e+13 5.29195e+13 1.57253e+13 1.48654e+13 3.55767e+13 1.32355e+13 1.86965e+13 1.19936e+13 2.25088e+13 1.61149e+13 1.41e+13 2.3571e+13 1.37854e+13 1.42838e+13 1.22684e+13 1.10892e+13 1.19143e+13 1.08765e+13 1.04401e+13 2.07184e+13
threshold=28.601854300000003 23.500000000000004 54.724612400000005 106.49500000000002 112.00500000000001 6.0000000000000009 3.5000000000000004 122.65000000000002 95.045000000000016 94.02500000000002 7.5000000000000009 5.5000000000000009 54.947759400000002 3.5000000000000004 4.5000000000000009 54.947759400000002 12.500000000000002 7.5000000000000009 189.00000000000003 149.05000000000004 9.5000000000000018 5.5000000000000009 4.5000000000000009 4.5000000000000009 125.02000000000002 54.73499850000001 4.5000000000000009 54.916864950000011 54.947759400000002 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 8 28 6 7 -6 9 -4 11 13 -12 -10 -15 16 -11 18 22 20 21 25 -8 27 -23 -19 -27 -24 29 -5
right_child=-2 -3 3 4 5 -7 17 -9 10 15 12 -13 -14 14 -16 -17 -18 19 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-579.74816544949556 -2.8907042759180688 30937.722710822611 1610.2711302100533 -13071.262638215097 135927.14606481482 -78730.238020833349 -63511.326768973217 9150.6087323588708 41582.054177734375 -89657.691680819757 13258.566481933594 192605.36080078126 -40697.980780194259 -72116.044229403415 61928.87973090278 20631.382993861611 -9810.2574142156864 63284.463113839287 59220.361002604164 -36647.677918457033 -20706.618159623584 49627.125994318187 -15544.686806737314 -75688.197514204541 154080.96671195651 -75320.124374999999 23068.776269531252 38819.217947048615 -1842.5487025669643 -122596.50584935897
leaf_weight=18967 4037405 34 15904 31 27 30 70 62 150 69 200 20 74 44 36 28 51 28 36 50 44 22 202 33 23 20 32 45 28 39
leaf_count=18967 4037405 34 15904 31 27 30 70 62 150 69 200 20 74 44 36 28 51 28 36 50 44 22 202 33 23 20 32 45 28 39
internal_value=0 320.639 292.013 1242.39 -8116.04 -1979.73 1338.02 47610.9 1706.48 1214.85 16766.8 36583 -1313.64 23015.8 -11795.8 -41277.2 -55722.5 -5469.07 -16074.4 13223.5 27978.3 45115.4 -23819 -13896 103015 12547 -14773.1 -5640.33 -53449.6 -74092.5
internal_weight=0 36399 36365 17398 822 724 694 89 16576 16052 524 250 274 230 80 148 120 605 386 219 169 125 350 280 45 80 52 247 98 70
internal_count=4073804 36399 36365 17398 822 724 694 89 16576 16052 524 250 274 230 80 148 120 605 386 219 169 125 350 280 45 80 52 247 98 70
is_linear=0
shrinkage=0.1


Tree=4499
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 5 1 3 1 6 4 6 0 3 7 6 4 6 3 6 6 6 6 6 1 6 6 1 3 7
split_gain=3.55912e+11 2.94937e+12 5.85555e+12 1.06343e+13 1.74602e+13 1.07519e+13 1.05616e+13 9.62275e+12 1.79875e+13 1.08716e+13 8.15526e+12 1.57466e+13 7.82266e+12 1.06705e+13 7.40675e+12 7.16451e+12 1.36794e+13 6.64841e+12 6.45468e+12 6.42575e+12 7.79027e+12 6.14715e+12 1.17409e+13 1.3186e+13 1.03619e+13 7.68317e+12 1.11312e+13 6.86251e+12 6.24491e+12 6.21553e+12
threshold=54.94110555000001 54.86311005000001 13.500000000000002 82.958608050000009 82.975438000000011 1.5000000000000002 60.770858000000011 2.5000000000000004 38.109452700000006 69.015000000000015 14.500000000000002 122.65000000000002 54.932051950000009 7.5000000000000009 6.0000000000000009 105.00500000000001 16.500000000000004 76.605000000000004 18.500000000000004 104.01000000000001 97.020000000000024 75.605000000000004 67.00500000000001 63.005000000000003 37.442254400000003 70.50500000000001 72.020000000000024 37.46219940000001 13.500000000000002 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -7 11 12 13 -6 -8 -12 -17 -15 -16 20 21 22 23 27 -24 29 -27 -9 -23 -26
right_child=-2 2 3 4 10 6 14 19 -10 -11 15 -13 -14 17 18 16 -18 -19 -20 -21 -22 28 24 -25 25 26 -28 -29 -30 -31
leaf_value=14.15844466239249 -20.248236928335974 1331.9157733304548 -372.46016530033381 15910.462339681813 10486.832736895161 -15782.500642903648 -21230.395170111406 -22275.676449703245 40677.463964843751 -105430.52484879033 -3174.7376100362858 -47147.276080729171 -24745.397442336311 45595.44759521485 8394.225400476289 76947.72076612903 -24837.752004076086 110056.7275390625 -33448.354369597735 54634.190625000003 -60241.752120535719 30162.869765785093 30965.055557528412 41930.807424123661 -37255.520153356483 36374.472443181818 -62101.953043619789 7248.9808779423784 -12102.342877072704 -105758.33425480771
leaf_weight=1254637 2772653 38631 2152 741 62 24 874 129 22 31 2840 30 21 48 171 31 23 24 47 22 21 122 22 76 27 22 24 202 49 26
leaf_count=1254637 2772653 38631 2152 741 62 24 874 129 22 31 2840 30 21 48 171 31 23 24 47 22 21 122 22 76 27 22 24 202 49 26
internal_value=0 43.1474 825.077 -1658.71 2129.21 -5220.08 -10679 -2094.76 -35743.1 -66311.4 -1187.43 19167.9 32003.1 40896.5 -17117.2 -2488.65 33594.6 67082.5 -626.881 1397.05 -229.641 1573.3 -3763.48 4367.26 -31112.3 -44907.3 -15004.5 -4257.61 18051.8 -70860.7
internal_weight=0 1.30115e+06 46514 7883 3820 4063 1911 819 77 55 3079 185 155 134 1092 2894 54 72 218 742 720 699 528 407 121 99 46 331 171 53
internal_count=4073804 1301151 46514 7883 3820 4063 1911 819 77 55 3079 185 155 134 1092 2894 54 72 218 742 720 699 528 407 121 99 46 331 171 53
is_linear=0
shrinkage=0.1


Tree=4500
num_leaves=31
num_cat=0
split_feature=0 3 0 6 6 7 4 3 1 6 6 4 6 1 4 1 0 4 1 1 6 6 4 0 6 4 1 6 1 5
split_gain=3.48324e+11 2.87208e+12 7.35393e+12 7.06323e+12 1.55288e+13 1.86768e+13 1.67158e+13 1.19599e+13 1.2257e+13 1.10815e+13 2.42651e+13 3.60104e+13 2.099e+13 3.50735e+13 2.19708e+13 3.13229e+13 1.91361e+13 3.26476e+13 1.91668e+13 3.38966e+13 2.67789e+13 1.66882e+13 1.62636e+13 1.51105e+13 2.17911e+13 2.1008e+13 1.47646e+13 2.78801e+13 2.90448e+13 2.6747e+13
threshold=60.002985000000002 5.5000000000000009 60.05226170000001 43.205000000000005 47.805000000000007 6.0000000000000009 12.500000000000002 4.5000000000000009 30.425503950000003 57.715000000000011 63.855000000000011 19.500000000000004 68.00500000000001 30.226173900000003 8.5000000000000018 30.205407000000005 60.042359000000012 5.5000000000000009 30.330566300000005 30.277905650000005 85.020000000000024 84.00500000000001 6.5000000000000009 60.028671700000011 60.005000000000003 4.5000000000000009 30.303340300000002 74.615000000000009 30.205407000000005 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 -5 7 8 -7 -6 11 23 13 -12 16 -16 21 18 19 20 -18 22 26 24 25 -11 27 -14 -29 -30
right_child=1 -3 -4 4 9 6 -8 -9 -10 10 12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-5.8805186255755979 -280.53180034212551 -319.07311893259282 -97.795325510445608 6040.0399148194874 -2399.7048469321953 73445.789742503446 12014.382722423281 2627.5206537420104 -1490.5780123197117 91844.762343750001 -57967.185533018375 37290.685278850462 4845.1792057291668 -5236.4709535692564 55628.152423745014 -2760.7395222151158 80063.818861607157 107083.62127130682 -64409.529687500006 129842.4608173077 -63560.662172564342 660.23485126058574 -11198.413130536419 306.79632287621894 33260.035629986705 -2185.9678070769182 14342.717004911443 37928.697832031256 65143.866918103449 203452.82921006947
leaf_weight=3915450 9732 72325 58533 2753 4581 136 306 44 26 25 148 449 90 854 94 4066 21 55 25 26 34 1048 127 1511 423 479 307 80 29 27
leaf_count=3915450 9732 72325 58533 2753 4581 136 306 44 26 25 148 449 90 854 94 4066 21 55 25 26 34 1048 127 1511 423 479 307 80 29 27
internal_value=0 145.401 535.887 1884.86 3071.17 9301.72 26839.6 48861.6 61419 1668.12 3547 11266.1 377.476 -13025 2604.93 -1441.38 11611.2 44568.6 12131.5 35755.3 -8722.22 8504.51 20960.3 6473.18 16524.3 2478.25 28622.8 48021.1 76593.3 131829
internal_weight=0 158354 86029 27496 17764 3265 512 206 162 14499 9918 2887 7031 1002 6029 4160 1869 161 106 81 55 1708 660 2438 927 504 533 226 136 56
internal_count=4073804 158354 86029 27496 17764 3265 512 206 162 14499 9918 2887 7031 1002 6029 4160 1869 161 106 81 55 1708 660 2438 927 504 533 226 136 56
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=31
num_cat=0
split_feature=0 4 6 6 6 6 6 1 6 6 1 4 1 3 5 4 4 3 3 6 3 3 7 1 4 3 6 4 6 6
split_gain=3.24479e+11 2.56323e+12 1.09044e+13 1.38719e+13 1.96286e+13 1.53128e+13 1.19723e+13 1.11829e+13 7.3378e+12 6.90571e+13 1.63234e+13 2.58249e+13 1.12344e+13 3.33442e+13 2.91433e+13 1.89282e+13 4.81667e+13 1.40804e+13 1.08148e+13 9.20119e+12 2.8841e+13 9.21091e+12 5.43633e+13 7.80616e+12 7.42047e+12 7.32937e+12 5.2928e+12 5.14817e+12 5.12709e+12 4.83243e+12
threshold=43.472751400000007 16.500000000000004 142.05000000000004 120.05000000000001 116.05000000000001 112.00500000000001 125.02000000000002 45.126607350000008 55.015000000000008 58.305000000000007 39.908802000000009 18.500000000000004 40.965343750000009 5.5000000000000009 2.5000000000000004 18.500000000000004 21.500000000000004 11.500000000000002 3.5000000000000004 53.995000000000012 9.5000000000000018 6.5000000000000009 6.0000000000000009 39.939672500000007 19.500000000000004 12.500000000000002 37.705000000000005 23.500000000000004 43.905000000000008 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 4 5 8 -5 -4 19 -10 11 -11 13 -12 15 -15 -17 -16 -14 21 -21 22 -3 25 29 26 -23 -18 -28 -20
right_child=-2 2 7 6 -6 -7 -8 -9 9 10 12 -13 18 14 17 16 27 -19 24 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-149.97198131294473 3.0579786526366961 104630.09864189681 84045.936545138888 -119131.93000000001 84451.921614583349 -82806.772716346153 -17051.757667824073 -10843.356997282608 -121866.8194054237 35614.088906249999 106466.29555288464 -109240.10688476563 -54548.674911644346 -32306.666898148149 -5193.4604231770836 187399.35397727275 -30264.632310267858 -103794.4295200893 -83.768260770631073 -25915.76680162218 99807.180658783793 -15975.11474609375 -55326.949438476564 6654.4712669136607 -32195.990593750001 2012.5447368421055 -109614.61941964287 39756.930059523816 -38868.457939453125 38065.653113042092
leaf_weight=46232 4026531 43 27 20 24 26 27 23 52 20 39 32 42 27 30 22 21 28 103 36 37 24 42 97 50 38 21 21 20 49
leaf_count=46232 4026531 43 27 20 24 26 27 23 52 20 39 32 42 27 30 22 21 28 103 36 37 24 42 97 50 38 21 21 20 49
internal_value=0 -260.467 -5167.66 -7466.57 -4826.63 -7155.63 -60490.1 40396.9 -4955.49 -12359.6 -594.37 -53527 5777.15 24148.8 2602.66 37910.4 67533.2 -52793.9 -8378.09 6130.01 37806.8 -1983.71 25592.5 -13703.6 1221.73 -32875.7 -53272 4746.15 -75104.3 12214.4
internal_weight=0 47273 1041 991 944 920 47 50 894 536 484 52 432 188 149 91 64 58 244 358 73 285 85 200 202 103 65 42 41 152
internal_count=4073804 47273 1041 991 944 920 47 50 894 536 484 52 432 188 149 91 64 58 244 358 73 285 85 200 202 103 65 42 41 152
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 1 0 3 0 4 7 6 1 6 3 3 4 3 6 6 6 6 6 1 6 1 2 6 4 1
split_gain=3.20102e+11 2.52706e+12 4.70101e+12 8.12049e+12 1.82006e+13 1.66127e+13 1.63242e+13 3.01858e+13 1.3774e+13 1.85315e+13 1.96588e+13 1.86061e+13 2.67413e+13 1.66383e+13 1.51467e+13 2.79364e+13 3.92775e+13 1.38303e+13 1.18744e+13 1.04042e+13 9.44266e+12 9.01242e+12 8.78753e+12 1.08449e+13 1.17013e+13 8.60529e+12 1.82043e+13 9.53445e+12 7.91646e+12 7.89856e+12
threshold=34.310000000000009 59.882709350000006 60.002985000000002 9.5000000000000018 30.452677500000004 30.303340300000002 59.950512650000007 5.5000000000000009 59.91832440000001 8.5000000000000018 6.0000000000000009 28.980000000000004 30.389265100000003 32.805000000000007 4.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 29.715000000000003 32.515000000000008 19.050000000000004 31.005000000000006 32.515000000000008 30.277905650000005 33.585000000000008 30.624707450000006 3338.0000000000005 31.995000000000001 7.5000000000000009 30.303340300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 7 8 28 10 11 17 14 21 15 -13 -17 20 -5 -12 -10 -11 -3 -24 -25 26 27 -6 -7 -20
right_child=-2 2 -4 18 25 6 -8 -9 9 13 19 12 -14 -15 -16 16 -18 -19 29 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=11.820019856861231 -11.210419439977443 1072.7125426680955 -71.149101348340977 -4230.0262012128915 14646.964843011994 1884.437237296617 -2483.1857233655064 -68222.251652092891 -59475.625240384616 -82009.807353684009 69595.923605268428 -26829.092816547014 285.09246012369789 -139735.77511160713 12130.371191406251 -61410.107768229165 -200207.39273158484 65378.770722656256 -2480.828633279777 -2552.0375762195126 9893.8430224609383 -10204.473955189098 9425.1845155988431 93409.206990131584 8213.2764508928576 -4902.3088807867825 46186.886725271565 -8731.399637591252 67347.065175781245 6144.3559661635772
leaf_weight=522298 3512084 864 23197 1622 612 242 1623 109 26 29 39 111 162 21 32 75 28 35 1219 41 80 44 168 38 28 338 146 244 20 8229
leaf_count=522298 3512084 864 23197 1622 612 242 1623 109 26 29 39 111 162 21 32 75 28 35 1219 41 80 44 168 38 28 338 146 244 20 8229
internal_value=0 70.0917 842.128 2147.85 -1130.53 -4652.07 -8847.05 -18288.1 -12762.4 -19881 -13691.9 -20440.5 -31262.8 -61295 -52038.3 -61633.6 -99141.4 10875.2 3674.5 32620.1 -7121.31 -38729.9 5728.39 22918.6 57265.5 8895.36 13549.7 7983.04 6881.58 5031.52
internal_weight=0 561720 39422 16225 5155 3815 2717 1094 985 723 629 549 408 94 246 214 103 141 11070 80 106 73 1098 234 66 1340 1002 856 262 9448
internal_count=4073804 561720 39422 16225 5155 3815 2717 1094 985 723 629 549 408 94 246 214 103 141 11070 80 106 73 1098 234 66 1340 1002 856 262 9448
is_linear=0
shrinkage=0.1


Tree=4503
num_leaves=31
num_cat=0
split_feature=4 4 7 2 0 1 1 6 1 0 0 6 1 3 3 1 6 6 0 0 3 6 0 0 6 1 1 3 1 1
split_gain=3.35447e+11 2.83364e+12 1.81438e+13 2.17625e+13 2.21087e+13 3.06268e+13 2.98005e+13 2.12358e+13 1.93454e+13 2.35197e+13 3.02361e+13 2.15285e+13 2.80231e+13 1.90682e+13 1.87125e+13 1.85136e+13 1.84778e+13 3.34941e+13 1.82036e+13 4.23614e+13 1.68087e+13 2.77031e+13 3.03194e+13 5.32856e+13 2.81077e+13 2.32561e+13 4.29187e+13 2.29531e+13 2.21717e+13 2.12424e+13
threshold=10.500000000000002 11.500000000000002 6.0000000000000009 75.000000000000014 59.982409200000006 30.084656550000002 30.205407000000005 60.910000000000004 37.631035900000008 55.60524465000001 55.721784200000009 45.305000000000007 37.517483500000004 7.5000000000000009 9.5000000000000018 30.084656550000002 101.02000000000002 134.05000000000004 55.710673100000008 55.775215600000003 7.5000000000000009 82.905000000000015 56.342669500000007 56.288960650000007 81.02500000000002 30.330566300000005 30.389265100000003 6.5000000000000009 43.932356550000009 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -6 13 8 11 -10 -11 12 -2 -7 -5 -4 20 -18 -14 -20 21 22 23 24 -17 27 -27 -23 -25 -22
right_child=1 -3 15 4 5 6 -8 -9 9 10 -12 -13 18 -15 -16 16 17 -19 19 -21 29 25 -24 28 -26 26 -28 -29 -30 -31
leaf_value=22.205578011887564 -15866.895529296875 -15.850295998694577 46915.744509548618 1438.1703154031186 -46442.114104166671 33272.629760742188 15109.071090515285 -1821.5626066176474 90094.162419181041 -45834.832892089849 29978.00624120214 73618.965181238513 18413.842319915257 144245.0660872396 -5363.9708382620638 -2504.272026058969 22851.951001037967 -51499.547084465587 201592.17798913046 22474.934803427419 17895.987527434361 19947.845005983563 -12135.744312801762 -15096.110196358819 78777.577261991275 -128621.18840775924 -26466.918266524062 -69928.112511488973 85470.650850866339 -2406.3570699343018
leaf_weight=2547999 100 1489647 72 14105 75 32 834 425 29 100 111 136 59 30 5670 4012 497 69 23 31 582 173 3612 28 43 44 630 34 101 4501
leaf_count=2547999 100 1489647 72 14105 75 32 834 425 29 100 111 136 59 30 5670 4012 497 69 23 31 582 173 3612 28 43 44 630 34 101 4501
internal_value=0 -37.0819 -911.789 910.361 211.2 14943.2 20081.5 15214.9 27507.7 5653.36 -5952.25 42536.5 22690.5 86969 -512.178 -3665.64 -3919.85 13787.9 56812 98765.6 -4648.24 -7323.3 -5423.83 370.493 -1642.34 -24131.7 -33135.7 5185.61 63642.2 -81.7526
internal_weight=0 1.5258e+06 36158 21760 20746 971 896 1014 589 240 211 349 213 62 19775 14398 14326 566 113 54 13760 8677 7796 4184 4055 881 674 207 129 5083
internal_count=4073804 1525805 36158 21760 20746 971 896 1014 589 240 211 349 213 62 19775 14398 14326 566 113 54 13760 8677 7796 4184 4055 881 674 207 129 5083
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=31
num_cat=0
split_feature=1 1 6 5 6 0 5 4 0 4 6 0 4 0 0 4 6 3 6 6 4 4 3 4 6 3 6 1 7 3
split_gain=3.21264e+11 5.75682e+12 1.50907e+13 2.69527e+13 5.93655e+13 2.1886e+13 2.95081e+13 2.2666e+13 2.90147e+13 2.62089e+13 2.51438e+13 2.00445e+13 3.13252e+13 1.85305e+13 2.2197e+13 2.38179e+13 1.67401e+13 1.9003e+13 2.03127e+13 1.61471e+13 1.60633e+13 1.56342e+13 2.06894e+13 1.61939e+13 1.55761e+13 2.29147e+13 2.20059e+13 1.51928e+13 1.78877e+13 2.20715e+13
threshold=60.571186450000006 60.620042600000012 59.815000000000005 1.5000000000000002 51.015000000000008 56.791379400000004 2.5000000000000004 6.5000000000000009 56.818587550000011 20.500000000000004 74.615000000000009 56.858606850000008 16.500000000000004 56.791379400000004 56.858606850000008 18.500000000000004 96.050000000000011 3.5000000000000004 61.425000000000004 71.715000000000018 8.5000000000000018 19.500000000000004 10.500000000000002 11.500000000000002 102.04000000000001 6.5000000000000009 105.00500000000001 60.605526900000008 6.0000000000000009 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 -4 7 8 -7 11 -10 16 19 -6 15 27 17 -9 -19 20 -13 22 23 -20 -18 -26 -27 28 -15 -30
right_child=1 -3 5 -5 13 6 -8 9 10 -11 -12 12 -14 14 -16 -17 24 18 21 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-18.99833557817049 1469.100658854712 0.084701304330584815 -7847.9370836757753 -3118.1938613589336 -18400.120602509469 75239.217089843747 1758.417990547624 8704.9074375325126 -11252.212229600695 3794.8608934190543 -90302.20188137755 70576.453863790768 51033.769872856145 56061.759342210309 -11304.896488594715 19610.016555940831 -70264.571164772729 -5176.0090942382812 62678.055076171877 30171.680667505509 -14968.972039173152 90763.658218657307 15687.933612193592 32827.155173768813 92385.714811197919 48426.162648809528 -89206.772205528861 29200.956560819894 51625.661290322583 161282.40947916667
leaf_weight=2794702 14629 1232124 1515 15460 66 32 10116 398 225 1728 49 23 128 137 81 217 33 122 300 117 481 53 367 461 24 21 26 93 31 45
leaf_count=2794702 14629 1232124 1515 15460 66 32 10116 398 225 1728 49 23 128 137 81 217 33 122 300 117 481 53 367 461 24 21 26 93 31 45
internal_value=0 41.5093 1127.98 -173.487 2802.21 3596.19 4775.31 11427.2 -14865.7 13306.2 -25388.9 19741.4 5988.77 31909.7 37407.2 44951.5 25448.1 27829.4 33670.9 -3295.86 -11065.1 37683.9 35189.9 44594.9 -13499 12884.9 -27711.2 62922.4 77645.8 116554
internal_weight=0 1.2791e+06 46978 30759 15299 16219 14704 4588 306 4282 274 2554 749 670 604 523 1805 1701 1303 621 504 1181 1128 761 104 71 47 306 213 76
internal_count=4073804 1279102 46978 30759 15299 16219 14704 4588 306 4282 274 2554 749 670 604 523 1805 1701 1303 621 504 1181 1128 761 104 71 47 306 213 76
is_linear=0
shrinkage=0.1


Tree=4505
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 6 1 6 6 5 4 4 6 3 6 6 3 4 4 6 6 6 6 1 4 6 6 4 4 4
split_gain=3.44034e+11 2.58455e+12 1.58817e+13 5.22008e+13 2.67582e+13 1.91758e+13 1.41382e+13 1.31047e+13 3.55312e+13 1.51155e+13 1.97417e+13 1.5733e+13 2.03719e+13 1.53199e+13 1.59248e+13 1.35493e+13 1.32901e+13 1.17718e+13 1.848e+13 1.16041e+13 5.97042e+13 1.14323e+13 1.26148e+13 1.29849e+13 1.12145e+13 1.12148e+13 1.07395e+13 1.05088e+13 1.03338e+13 1.00904e+13
threshold=54.94110555000001 54.916864950000011 83.117716000000016 83.007653300000015 15.500000000000002 76.00500000000001 82.958608050000009 91.02500000000002 82.905000000000015 2.5000000000000004 7.5000000000000009 9.5000000000000018 65.00500000000001 2.5000000000000004 42.405000000000008 83.010000000000005 2.5000000000000004 4.5000000000000009 8.5000000000000018 93.050000000000011 96.050000000000011 58.995000000000012 55.805000000000007 82.991167100000027 7.5000000000000009 49.895000000000003 134.05000000000004 11.500000000000002 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=1 -1 3 6 -5 -6 26 8 9 11 16 13 27 14 -8 -10 -11 -9 -19 -20 -21 22 23 -15 29 -26 -3 -13 -12 -4
right_child=-2 2 24 4 5 -7 7 17 15 10 28 12 -14 21 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=20.423180153620617 -19.907508898803318 -146.33325312812505 19870.036925006734 -39029.777517893854 -4892.1013694826242 -79663.316753472231 -4272.8605790441179 13797.433111572267 127812.94158380682 62026.577145385745 5116.2847272860017 24698.513719097478 -10845.413675649155 -8624.9906897080691 18098.13282522012 42498.643267721382 20250.902541140294 -53227.100593717805 -38397.13190104167 150448.89424999998 -6827.3718203827048 -21061.707507235551 49665.567569715713 11878.245502563477 6793.9561750700977 24232.419365709942 -61046.402774784481 8926.6810949924129 64051.061898311498 -14975.910956331325
leaf_weight=1270206 2772653 19366 116 457 726 36 595 256 22 128 739 593 414 1356 684 121 188 91 96 25 699 413 45 400 957 600 29 1469 31 293
leaf_count=1270206 2772653 19366 116 457 726 36 595 256 22 128 739 593 414 1356 684 121 188 91 96 25 699 413 45 400 957 600 29 1469 31 293
internal_value=0 42.4214 945.386 355.317 -19898.4 -8424.6 1244.7 4681.07 6274.78 5274.51 16126.2 3300.14 9398.03 -1022.32 7690.99 55623.9 37172.7 -5148.89 -10473 -5728.34 -1396.56 -6055.88 -2614.79 -3954.55 9643.06 13514 -237.393 13462.4 7488.98 -5092.95
internal_weight=0 1.30115e+06 30945 28979 1219 762 27760 8365 7198 7055 1086 5969 2476 3493 1279 143 316 1167 911 820 724 2214 1801 1756 1966 1557 19395 2062 770 409
internal_count=4073804 1301151 30945 28979 1219 762 27760 8365 7198 7055 1086 5969 2476 3493 1279 143 316 1167 911 820 724 2214 1801 1756 1966 1557 19395 2062 770 409
is_linear=0
shrinkage=0.1


Tree=4506
num_leaves=31
num_cat=0
split_feature=2 5 6 3 4 6 0 6 1 3 7 5 4 3 4 2 6 6 6 6 4 0 7 5 6 6 6 5 6 4
split_gain=3.13637e+11 1.39466e+12 1.46948e+12 3.35206e+12 2.58483e+12 2.9984e+12 3.56306e+12 2.07372e+12 5.64252e+12 2.11477e+13 4.22744e+12 1.15731e+12 1.15582e+12 2.56558e+12 2.24131e+12 7.11899e+12 1.01781e+13 8.50275e+12 2.93696e+12 4.93778e+12 1.1412e+13 1.07413e+13 7.03898e+12 4.10016e+12 2.635e+12 6.51528e+12 7.10363e+12 7.75945e+12 2.85555e+12 7.21367e+12
threshold=11703.500000000002 5.5000000000000009 168.45000000000002 6.5000000000000009 4.5000000000000009 247.90000000000001 43.051287600000009 138.05000000000004 44.628646350000004 2.5000000000000004 6.0000000000000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 8.5000000000000018 13916.000000000002 90.045000000000016 99.050000000000011 92.02500000000002 99.050000000000011 9.5000000000000018 43.051287600000009 6.0000000000000009 2.5000000000000004 134.05000000000004 125.02000000000002 120.05000000000001 3.5000000000000004 110.01500000000001 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 7 4 -4 6 -6 12 -9 -10 -11 -12 13 -2 15 17 -17 -14 -16 20 21 -20 -22 -21 25 26 27 28 -25 -30
right_child=1 -3 3 -5 5 -7 -8 8 9 10 11 -13 14 -15 18 16 -18 -19 19 23 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.6648602305278517 889.94173752286486 19852.65831925676 -27337.624004536294 -37440.814861505685 38099.607762419873 -13353.617243600398 -13815.106528320313 -26132.738356854839 105863.96529947918 -26684.567400948665 1555.5773168103449 28398.590462239583 -10907.350391969843 28406.402073759193 -1421.428623631245 -9886.7927461965464 62998.434488932289 -77036.982031250009 94123.12722537879 -37914.218578125001 33760.693431712964 1249.0821093750001 -34630.214464613971 4482.0136098345592 -26295.377764423076 47369.125521065849 -42694.372851562504 -28720.551719599185 68004.226354980477 8289.5070117187497
leaf_weight=4059190 9976 37 31 33 39 47 20 31 24 35 29 36 59 34 3585 95 24 29 33 25 27 20 34 85 26 35 32 46 32 55
leaf_count=4059190 9976 37 31 33 39 47 20 31 24 35 29 36 59 34 3585 95 24 29 33 25 27 20 34 85 26 35 32 46 32 55
internal_value=0 462.433 413.215 -8829.71 -1937.98 5490.21 20501.4 522.28 12026.6 21566.4 1335.01 16422.5 397.163 983.404 -986.211 -11134.7 4812.75 -32700.1 -465.58 7149.34 25132.9 59076.3 -4358.83 1047.76 4179.75 6959.94 1302.66 7760.94 17517.6 30253.5
internal_weight=0 14614 14577 170 137 106 59 14407 155 124 100 65 14252 10010 4242 207 119 88 4035 450 114 53 61 336 311 285 250 218 172 87
internal_count=4073804 14614 14577 170 137 106 59 14407 155 124 100 65 14252 10010 4242 207 119 88 4035 450 114 53 61 336 311 285 250 218 172 87
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=31
num_cat=0
split_feature=6 6 4 2 1 0 1 3 0 0 4 4 7 0 3 6 3 5 6 6 4 2 2 1 7 1 0 1 1 1
split_gain=3.13351e+11 6.02968e+12 1.00435e+13 2.08458e+13 3.29731e+13 2.19242e+13 2.19754e+13 1.44388e+13 2.42541e+13 1.7426e+13 1.74507e+13 2.57291e+13 1.46825e+13 4.30893e+13 1.35023e+13 1.83444e+13 1.46961e+13 1.24887e+13 1.40861e+13 1.3072e+13 1.20594e+13 2.21586e+13 2.34271e+13 2.07107e+13 1.88349e+13 2.52844e+13 2.13648e+13 3.67383e+13 2.18231e+13 1.86534e+13
threshold=68.00500000000001 66.50500000000001 24.500000000000004 2599.0000000000005 37.873748150000004 55.743464250000009 37.488790500000007 20.500000000000004 55.768246800000007 55.922096200000006 26.500000000000004 27.500000000000004 6.0000000000000009 55.775215600000003 13.500000000000002 67.445000000000007 6.5000000000000009 1.5000000000000002 67.445000000000007 67.91500000000002 13.500000000000002 9651.0000000000018 9907.0000000000018 30.084656550000002 6.0000000000000009 30.226173900000003 43.6005307 39.723160900000003 39.735861600000007 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 9 -9 10 12 -12 -8 -14 16 -16 -4 18 -5 -19 21 -3 -23 -22 25 -25 27 -27 -29 -26
right_child=-2 2 3 17 -6 6 7 8 -10 -11 11 -13 13 -15 15 -17 -18 19 -20 -21 23 22 -24 24 29 26 -28 28 -30 -31
leaf_value=-6.8259720387276763 -58.325175388875977 -318.70170795720941 20034.606870077492 88971.53898995537 -35802.038448885731 9157.3041215214416 74804.737584459464 -152598.3075 -35754.571484989188 -54090.120384114591 -90391.156581182076 -3711.4224703205168 -131281.85500000001 29375.854566638307 47304.164158993677 -1708.4750683157786 -26667.914966962162 -2930.449025611355 3073.6162574404766 15288.616515776868 -15063.283879443037 14469.588574904186 -2191.3055601491592 37111.653399846975 14562.526982992225 148477.34830228364 332.15413312666101 -57745.273572198283 49460.448473011369 4232.21590058738
leaf_weight=3250793 751260 42742 123 35 434 274 37 20 159 90 46 134 20 101 168 140 149 1752 42 508 604 2146 1391 194 2548 26 12217 29 55 5567
leaf_count=3250793 751260 42742 123 35 434 274 37 20 159 90 46 134 20 101 168 140 149 1752 42 508 604 2146 1391 194 2548 26 12217 29 55 5567
internal_value=0 13.1879 919.948 -3805.78 -11599.8 -4410.35 -14349.8 -24960.9 -48809.7 -14986.8 -4574.63 -25862.9 19677.8 2820.86 10687.3 25025.7 -5548.76 2514.15 42118.1 1164.81 1216.15 310.76 7917.34 3188.87 3723.09 1290.93 727.188 44601.1 12448.9 7475.79
internal_weight=0 3.32254e+06 71751 4232 1895 1461 881 607 179 428 338 180 158 121 580 308 272 2337 77 2260 67519 46279 3537 21240 20636 12521 12327 110 84 8115
internal_count=4073804 3322544 71751 4232 1895 1461 881 607 179 428 338 180 158 121 580 308 272 2337 77 2260 67519 46279 3537 21240 20636 12521 12327 110 84 8115
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=31
num_cat=0
split_feature=1 0 6 3 6 6 0 4 6 0 6 6 0 0 0 5 6 7 5 7 6 6 3 3 4 1 0 6 3 6
split_gain=3.52986e+11 3.0392e+12 7.46054e+12 4.96848e+12 3.92669e+12 6.94154e+12 3.57006e+12 1.63354e+13 1.79143e+13 1.45963e+13 2.02504e+13 1.13279e+13 8.23423e+12 8.8015e+12 9.491e+12 5.74316e+12 9.30848e+12 7.58482e+12 5.67125e+12 6.78113e+12 5.64933e+12 4.37295e+12 4.1598e+12 3.81365e+12 1.16194e+13 2.14604e+13 7.42969e+13 5.43234e+13 2.97745e+13 2.10941e+13
threshold=28.601854300000003 57.892117950000006 50.010000000000012 4.5000000000000009 44.010000000000012 45.995000000000012 57.719618750000002 6.5000000000000009 98.020000000000024 55.026775150000006 66.990000000000023 88.825000000000003 55.145978450000008 56.818587550000011 57.205086850000008 2.5000000000000004 63.140000000000008 6.0000000000000009 3.5000000000000004 6.0000000000000009 44.010000000000012 50.410000000000004 5.5000000000000009 5.5000000000000009 8.5000000000000018 20.507515800000004 54.707511300000007 94.02500000000002 6.5000000000000009 79.710000000000022
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 6 4 -4 -3 -6 9 11 15 23 12 20 -11 -14 -15 16 -9 -17 19 -13 -8 -22 -10 -1 25 -25 -27 29 -29 -28
right_child=-2 2 3 -5 5 -7 7 8 22 10 -12 18 13 14 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-665.06550948907136 -2.7949386807838663 -3988.1630034139339 -12678.325125294812 -47547.269944957392 67931.963527513595 3166.2813857256356 1157.3137825301133 -1658.3051628635358 -74235.85301757812 -47370.856778658359 -91715.494388724677 84228.457910156256 58617.899869791669 -56340.245982142857 2326.5243158428489 21484.002763110137 -27786.65637977139 -6292.2657281283682 6056.1386901855476 22989.804811789774 21143.205226057667 8099.0688832167116 -23980.560095214845 -49.002228938119856 514.67630160004535 64542.938557316716 -11397.681331970532 139863.92169117648 -9437.8974431818187 -78858.888063524602
leaf_weight=18515 4037405 242 159 55 23 59 845 1606 40 52 37 40 21 35 130 226 149 174 32 33 354 938 28 835 11201 260 193 34 22 61
leaf_count=18515 4037405 242 159 55 23 59 845 1606 40 52 37 40 21 35 130 226 149 174 32 33 354 938 28 835 11201 260 193 34 22 61
internal_value=0 310.017 -7150.27 -21640 2420.09 21332.3 421.939 3067.71 -3006.66 45.6683 -22891.8 9090.61 -12192.3 -2357.44 -10117.9 -1412.03 -3876.61 9401.33 41158.1 56545.2 7515 11673.1 -53542.5 248.355 1589.94 10162.2 25120.6 -7943.24 81209.6 -27599
internal_weight=0 36399 538 214 324 82 35861 4465 2223 31396 275 2242 238 186 165 2155 1755 400 105 73 2137 1292 68 31121 12606 1405 570 310 56 254
internal_count=4073804 36399 538 214 324 82 35861 4465 2223 31396 275 2242 238 186 165 2155 1755 400 105 73 2137 1292 68 31121 12606 1405 570 310 56 254
is_linear=0
shrinkage=0.1


Tree=4509
num_leaves=31
num_cat=0
split_feature=2 2 6 6 7 0 6 6 2 4 4 4 4 4 6 3 4 6 0 6 4 2 4 6 6 4 6 0 4 4
split_gain=3.24816e+11 5.19616e+12 8.32899e+12 8.16938e+12 6.82579e+12 2.53891e+13 1.06489e+13 7.84364e+12 1.47188e+13 9.87262e+12 7.30975e+12 6.73798e+12 3.94851e+13 1.57258e+13 1.59325e+13 8.02224e+12 8.57893e+12 1.2967e+13 6.90778e+12 7.04866e+12 6.23467e+12 1.08939e+13 8.35392e+12 1.12777e+13 6.14504e+12 5.96569e+12 5.90702e+12 5.76002e+12 5.665e+12 5.50677e+12
threshold=2599.0000000000005 2421.5000000000005 168.45000000000002 149.05000000000004 6.0000000000000009 51.567244500000008 65.410000000000011 79.710000000000022 2561.0000000000005 19.500000000000004 15.500000000000002 12.500000000000002 15.500000000000002 13.500000000000002 56.010000000000012 17.500000000000004 24.500000000000004 54.990000000000002 58.08467765000001 56.805000000000007 17.500000000000004 2561.0000000000005 22.500000000000004 62.375000000000007 44.010000000000012 13.500000000000002 40.015000000000008 58.603553700000006 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 -1 3 4 5 6 28 10 29 -10 25 -7 13 14 -13 24 17 -17 19 -15 21 26 -22 -24 -14 -6 -12 -23 -3 -9
right_child=-2 2 -4 -5 7 11 -8 8 9 -11 20 12 15 18 -16 16 -18 -19 -20 -21 22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.542089152023184 -14.048416758133659 -77.977733916028512 54571.881113281255 -56468.222078450526 -1036.1061224272989 -470.12898123388305 29841.488754228994 -30569.347385161778 44579.269559972425 -31211.875747282611 -2202.2619067048377 25241.57640869141 4849.8288185752308 34368.163183593751 144988.06047949218 5374.3656605113647 -19927.556733630954 116628.9688671875 19955.824403188115 102723.16850142047 -9355.5869804139893 4852.3385936390268 17152.861567679054 -10012.708488297663 -11116.466657185352 -14090.725779724122 29312.80212136147 -31127.150031887759 14154.553054317628 -9585.943367699796
leaf_weight=793837 3265512 379 30 24 1985 6057 351 212 68 23 73 20 410 48 25 22 21 20 229 22 535 484 427 238 585 425 321 49 1067 305
leaf_count=793837 3265512 379 30 24 1985 6057 351 212 68 23 73 20 410 48 25 22 21 20 229 22 535 484 427 238 585 425 321 49 1067 305
internal_value=0 56.7558 1935.7 1826.23 1923.38 3546.54 14216.9 -996.729 -11662.7 25423.3 432.604 975.876 7222.99 36654.1 91767.4 -2346.28 32259.3 58352.7 28359.4 55851.2 4705.2 10865.1 -53.3265 7430.45 -4537.39 -3338.27 23473.7 1544.66 10424.2 -18190.4
internal_weight=0 808292 14455 14425 14401 9256 1797 5145 608 91 4537 7459 1402 344 45 1058 63 42 299 70 2127 927 1200 665 995 2410 394 533 1446 517
internal_count=4073804 808292 14455 14425 14401 9256 1797 5145 608 91 4537 7459 1402 344 45 1058 63 42 299 70 2127 927 1200 665 995 2410 394 533 1446 517
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 4 6 6 0 0 6 6 6 6 4 0 0 0 0 7 4 6 6 0 6 6 0 0 0
split_gain=3.39337e+11 2.76328e+12 1.40312e+13 2.35331e+13 6.52431e+13 4.69148e+13 2.56908e+13 1.67768e+13 1.5489e+13 1.98308e+13 2.30346e+13 1.19849e+13 1.5288e+13 1.49039e+13 1.03597e+13 1.02735e+13 9.77181e+12 2.90369e+13 3.00345e+13 1.41109e+13 1.41362e+13 9.67322e+12 1.73703e+13 1.98749e+13 2.80975e+13 5.92401e+13 2.4428e+13 2.77006e+13 1.63381e+13 1.61943e+13
threshold=10.500000000000002 49.230435000000007 49.692247900000005 55.390026600000006 55.768246800000007 55.805000000000007 23.500000000000004 68.515000000000015 82.00500000000001 55.988910100000005 55.801384500000005 77.010000000000005 79.015000000000015 74.015000000000015 87.015000000000015 17.500000000000004 55.79439725000001 55.783232450000007 55.791814000000009 55.806294650000005 6.0000000000000009 11.500000000000002 52.610000000000007 95.045000000000016 55.039488700000007 96.050000000000011 122.65000000000002 55.173955500000005 55.02095400000001 54.980317700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 16 -3 -5 11 10 15 13 -13 -7 -12 -10 17 -6 -19 20 -18 22 28 -24 29 -26 27 -27 -4 -25
right_child=1 2 21 4 5 8 -8 -9 9 -11 14 12 -14 -15 -16 -17 19 18 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=22.33395645059532 44.749241083986618 -12601.690772154063 8473.2720447345546 15440.322044964592 -11772.402121720224 -13807.639510215526 -91740.207979910716 46768.577520002407 -53418.784363511033 11015.955617717162 -117162.27276041667 39721.783373161772 -11341.649711681548 -42065.45378193535 -43497.355838448661 3870.9351697198276 3897.0826543350045 54541.998817038424 6565.1931331991136 4230.6145726184905 -19106.777433535473 -91.615564027549965 -9472.7073448106657 18482.569196003238 159014.16987697058 67512.151087688573 -11072.915933138655 11850.174509715545 -3426.171797086869 -16486.518386805335
leaf_weight=2547999 1112352 1759 1998 683 371 1145 42 228 68 59 60 85 189 223 28 58 429 207 353 1555 708 393760 5019 164 28 116 309 390 2731 688
leaf_count=2547999 1112352 1759 1998 683 371 1145 42 228 68 59 60 85 189 223 28 58 429 207 353 1555 708 393760 5019 164 28 116 309 390 2731 688
internal_value=0 -37.2963 -258.031 -4340.69 -1518.26 -5597.73 -14447.2 23281 -18257.6 -40313.9 -54465.5 -14590.5 4499.2 -18414 -93723.4 -27047.3 1093.85 9924.97 24299.5 -1960.31 -10427.2 -174.908 -3041.03 -6310.88 3051.48 15995.1 11081.5 24610.6 1601.34 -9755.38
internal_weight=0 1.5258e+06 413453 8250 6449 5538 1801 911 1915 273 214 1642 274 1368 88 126 3623 931 560 2692 1137 405203 11443 6714 1695 843 815 506 4729 852
internal_count=4073804 1525805 413453 8250 6449 5538 1801 911 1915 273 214 1642 274 1368 88 126 3623 931 560 2692 1137 405203 11443 6714 1695 843 815 506 4729 852
is_linear=0
shrinkage=0.1


Tree=4511
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 6 3 7 4 6 4 4 6 6 4 3 4 4 4 5 6 4 4 7 6 7 4 4 1
split_gain=3.04266e+11 2.55003e+12 1.47253e+13 2.56118e+13 1.21103e+14 4.44938e+13 2.64485e+13 1.93702e+13 1.64458e+13 1.59119e+13 1.66911e+13 1.37034e+13 3.14561e+13 1.30254e+13 1.21889e+13 1.08915e+13 1.13736e+13 1.03731e+13 1.1658e+13 9.84032e+12 9.36794e+12 1.65752e+13 8.61912e+12 1.40787e+13 2.14856e+13 1.26822e+13 9.13392e+12 9.18015e+12 8.52661e+12 9.87432e+12
threshold=91.292296250000007 92.791023150000015 56.041614100000011 55.972700350000004 56.006509350000009 3658.0000000000005 49.010000000000012 11.500000000000002 6.0000000000000009 6.5000000000000009 110.01500000000001 11.500000000000002 8.5000000000000018 70.50500000000001 55.805000000000007 16.500000000000004 5.5000000000000009 18.500000000000004 17.500000000000004 19.500000000000004 4.5000000000000009 112.00500000000001 13.500000000000002 9.5000000000000018 6.0000000000000009 73.41500000000002 6.0000000000000009 14.500000000000002 3.5000000000000004 91.443676550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -5 15 9 13 17 12 -10 -6 -7 20 -17 18 -11 -13 21 -8 23 -4 -25 26 27 -24 29 -2
right_child=1 -3 22 4 8 14 7 -9 11 10 -12 19 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.2000578431462934 -13505.479300124627 -57.713881120928505 -3296.9583922590123 20015.005690451231 1650.2231976080473 -16173.455747981938 62489.865283939231 -12950.199695121952 -53222.19470982143 -7157.5098232503142 -70127.603693181823 2952.6278211953554 50882.690301011033 34161.908352524486 -45683.807363079672 -8126.4837657099188 66348.285842483107 -38560.829713573272 48172.584460136219 25027.768016736263 3688.5027994791667 139571.12299479169 -59987.431665558513 14084.022779995788 127438.45021484376 -42723.615485461007 -1265.9057861864867 -13984.379276710633 1391.6224674536409 7735.3203445282488
leaf_weight=3931467 802 116072 1010 408 1533 391 398 41 35 1615 44 1558 170 134 218 46 37 103 39 232 24 30 47 102 20 116 796 563 15452 301
leaf_count=3931467 802 116072 1010 408 1533 391 398 41 35 1615 44 1558 170 134 218 46 37 103 39 232 24 30 47 102 20 116 796 563 15452 301
internal_value=0 143.63 1033.42 1827.27 7201.22 -191.249 39494.8 53292.9 1384.47 -2776.97 -9293.74 8618.5 33108.7 4263.64 -26737.1 58369.5 25073.1 -7770.3 -5852.87 5813.76 64483.7 67892.8 -6028.94 578.985 32666.7 -10943.6 -8321.68 -17528.9 785.279 -7709.03
internal_weight=0 142337 26265 23611 6447 17164 984 576 5463 3468 1801 1995 205 1667 609 535 83 1757 1654 1790 452 428 2654 1132 122 1522 1406 610 16555 1103
internal_count=4073804 142337 26265 23611 6447 17164 984 576 5463 3468 1801 1995 205 1667 609 535 83 1757 1654 1790 452 428 2654 1132 122 1522 1406 610 16555 1103
is_linear=0
shrinkage=0.1


Tree=4512
num_leaves=31
num_cat=0
split_feature=4 7 1 1 1 5 1 6 1 0 3 6 1 2 0 1 1 0 2 0 0 2 1 1 6 1 0 1 0 2
split_gain=3.06257e+11 1.55465e+12 2.32443e+12 3.2544e+12 2.18986e+12 3.16066e+12 3.07444e+12 3.38253e+12 1.9952e+12 5.64981e+12 3.85761e+12 3.61633e+12 3.5051e+12 2.42862e+12 1.88646e+12 2.92532e+12 4.10438e+12 1.07165e+13 1.18636e+13 3.97621e+12 3.56645e+12 2.68679e+12 2.71698e+12 2.46296e+12 2.4035e+12 2.64706e+12 2.34485e+12 2.22939e+12 2.17481e+12 1.85912e+12
threshold=2.5000000000000004 6.0000000000000009 30.157841000000001 33.882313700000005 39.908802000000009 4.5000000000000009 40.965343750000009 68.515000000000015 37.702956500000006 55.568628050000008 1.5000000000000002 125.02000000000002 37.131181300000009 1250.5000000000002 44.990874950000006 53.187400150000009 61.273924650000005 55.348830750000012 2911.0000000000005 55.79439725000001 55.633951400000008 3999.0000000000005 47.504912950000005 103.8879505 92.02500000000002 65.64204770000002 56.872182500000008 45.71452080000001 56.148747500000006 2828.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 9 10 -5 13 -11 -10 21 19 17 18 -17 20 -16 -8 27 24 -18 -26 -19 -23 -21 -6
right_child=-2 2 3 4 6 -7 14 -9 11 12 -12 -13 -14 -15 15 16 23 26 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=117.99253232914678 -4.6135809599907125 37125.2109375 -29263.233170441661 -21181.267762795473 8728.1329611545134 28928.343391152037 37360.338543526792 -47428.340796875003 -19175.19580078125 17738.623412024459 26978.257856697877 -27685.605067274308 73570.372443181826 7122.423444908587 -12443.148582046751 7922.1871969784015 2096.4338703124999 -31745.267759486611 93457.330807396676 30277.579241071428 -57899.449257812499 10463.566479492189 34064.05535777699 22853.471071428576 -4600.7083932976975 -45551.750441261574 10390.0514609375 -28959.069877741887 -1511.8902217741936 -18910.886325361145
leaf_weight=110555 3961637 20 31 39 45 63 35 25 38 23 29 36 22 463 126 34 125 28 31 28 20 32 22 35 38 27 25 26 93 53
leaf_count=110555 3961637 20 31 39 45 63 35 25 38 23 29 36 22 463 126 34 125 28 31 28 20 32 22 35 38 27 25 26 93 53
internal_value=0 162.947 3246.07 2820.45 3457.61 7542.31 23.1811 -14595.3 5469.51 17547.2 -642.647 2928.01 45034.1 5127.79 2503.28 288.455 6398.3 21503.5 48715.9 -7560.52 -18670 14251.5 4141.34 -1523.55 -6014.05 -21611.1 -11870.1 -7208.65 5844.35 -6219.5
internal_weight=0 112167 1612 1592 1561 713 848 123 650 113 68 537 45 501 725 610 343 118 65 267 146 115 80 225 190 65 53 58 121 98
internal_count=4073804 112167 1612 1592 1561 713 848 123 650 113 68 537 45 501 725 610 343 118 65 267 146 115 80 225 190 65 53 58 121 98
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=31
num_cat=0
split_feature=4 3 6 5 1 0 2 1 0 0 0 2 1 1 6 0 7 6 6 0 6 6 6 1 1 0 6 5 1 6
split_gain=3.0997e+11 4.64361e+12 6.95566e+12 1.10393e+13 1.31709e+13 1.17576e+13 1.08559e+13 2.88776e+13 1.05572e+13 3.6476e+13 2.43287e+13 2.95015e+13 2.63762e+13 3.47338e+13 2.64517e+13 2.62758e+13 2.2594e+13 2.52862e+13 2.45362e+13 1.99657e+13 1.85498e+13 3.19556e+13 1.80402e+13 1.23771e+13 1.47371e+13 1.89076e+13 3.65551e+13 1.69745e+13 1.84201e+13 1.63665e+13
threshold=4.5000000000000009 3.5000000000000004 63.855000000000011 2.5000000000000004 37.957884500000006 59.939085000000013 3338.0000000000005 30.345769800000003 55.702806750000008 55.93962770000001 55.539595350000006 75.000000000000014 37.873748150000004 38.166910000000009 82.905000000000015 55.595177750000005 6.0000000000000009 88.00500000000001 97.020000000000024 55.768246800000007 168.45000000000002 156.15000000000003 189.00000000000003 103.8879505 82.886781200000016 54.916864950000011 112.00500000000001 3.5000000000000004 82.961694200000011 116.05000000000001
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 7 -7 10 16 23 -12 14 15 -13 -14 17 -10 -19 -20 21 -11 -22 24 29 26 -26 -27 -29 -5
right_child=-2 2 3 8 -6 6 -8 -9 9 20 11 12 13 -15 -16 -17 -18 18 19 -21 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=26.024949666926787 8.5683739031929118 -405.56895571876379 4779.4272524755415 -4880.0005375003266 -17499.692683595516 -15766.821748310811 24763.395898437502 -148633.84255952382 -18921.37284253816 -959.01439895699059 155480.59871093751 -110451.73829900569 204859.61937500001 -37915.744873046875 28728.755626085069 44702.767540922621 49419.941483191295 -117260.96298513106 -125378.86800595239 -16491.930147058822 129873.8669828869 -116975.00702311199 9026.9817415364578 -29045.50104249829 7040.8341404201274 20731.449317545572 -134251.44641927083 5484.224609375 126429.48361672794 18657.257441072688
leaf_weight=325368 3715317 25216 658 2092 1106 74 29 21 303 2206 20 22 20 20 36 21 33 62 21 85 21 24 30 137 143 300 21 20 34 344
leaf_count=325368 3715317 25216 658 2092 1106 74 29 21 303 2206 20 22 20 20 36 21 33 62 21 85 21 24 30 137 143 300 21 20 34 344
internal_value=0 -88.8016 -1216.88 -3805.53 -10476.5 -543.547 -28789.7 -45137.4 -1711.62 -6223.37 2178.55 43104.6 24217.9 70125.2 -24063.8 122828 -30570 -36174.4 -67291.4 -38063.9 -843.852 -2207.62 58787.5 338.137 1700.89 17017.9 -11051.5 30021.8 81634.9 -1556.18
internal_weight=0 358487 33119 7903 1888 782 124 95 6015 2785 3230 139 119 61 58 41 504 471 168 106 2281 2230 51 3091 2954 518 164 354 54 2436
internal_count=4073804 358487 33119 7903 1888 782 124 95 6015 2785 3230 139 119 61 58 41 504 471 168 106 2281 2230 51 3091 2954 518 164 354 54 2436
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=31
num_cat=0
split_feature=6 5 4 1 4 5 2 1 3 4 1 4 0 3 0 6 4 5 6 3 1 4 1 3 1 6 6 3 1 6
split_gain=3.11521e+11 3.56676e+12 8.44125e+12 1.19285e+13 2.03093e+13 1.29277e+13 1.07107e+13 1.84858e+13 2.52323e+13 2.81797e+13 6.32402e+13 3.75685e+13 4.35458e+13 3.16185e+13 2.81517e+13 3.49219e+13 3.18569e+13 2.60573e+13 3.0588e+13 7.27162e+13 3.15716e+13 5.02547e+13 4.61714e+13 4.21159e+13 2.96891e+13 2.93478e+13 2.808e+13 2.54313e+13 2.41508e+13 4.55687e+13
threshold=118.04500000000002 3.5000000000000004 20.500000000000004 82.941727000000014 23.500000000000004 2.5000000000000004 3129.5000000000005 39.008519500000006 3.5000000000000004 14.500000000000002 38.977585500000011 13.500000000000002 45.036141150000006 12.500000000000002 59.990753350000013 125.02000000000002 8.5000000000000018 2.5000000000000004 122.65000000000002 5.5000000000000009 37.755233900000007 16.500000000000004 37.234509300000006 8.5000000000000018 38.109452700000006 134.05000000000004 130.05000000000004 14.500000000000002 30.260128500000004 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 6 -4 -5 -6 7 8 14 11 13 -10 -13 17 -2 28 -17 -11 20 24 22 23 -19 -22 26 -21 -20 -12 -16 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 10 27 12 -14 -15 15 16 -18 18 19 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.2085900028532408 14038.515886376757 531.81266248499708 4369.0857703473966 25142.642401960784 17060.9773828125 -74101.963755580349 461.49732298927631 -8148.9146526258819 -2006.3338821923473 12318.851654877535 77071.651759847009 183123.83179687499 27754.833647354793 -752.98630769032218 -22232.567753145293 16979.376156461039 -99650.540024038462 -9728.5441672585221 -139437.65541666668 -63973.206270802511 40409.432563530223 -121126.39164835613 170493.30751488096 -62352.076606514085 -166659.44884014424 -8881.1698458241153 -4771.3634521484373 -10879.215968750001 -18952.22097800926 -204434.66998197115
leaf_weight=4019687 1744 28484 3645 51 20 70 10456 5488 2055 111 96 20 184 454 77 236 26 44 30 169 91 48 21 71 65 226 32 50 27 26
leaf_count=4019687 1744 28484 3645 51 20 70 10456 5488 2055 111 96 20 184 454 77 236 26 44 30 169 91 48 21 71 65 226 32 50 27 26
internal_value=0 -238.327 -1094.12 3265.1 -25274.1 -53843.5 -1849.56 -3970.92 -86.6543 -5009.82 -15595.7 2056.82 42987.1 -22300.5 8595.73 -15619.1 5405.42 -33074.2 -39396.2 -53615.5 -12405.5 -31256.2 48497 -4628.02 -119438 -32452.2 -69932.5 46951.5 -57991.7 -109944
internal_weight=0 54117 25633 3786 141 90 21847 11391 5903 3767 1508 2259 204 1362 2136 392 262 908 797 522 275 210 65 162 127 395 62 146 130 53
internal_count=4073804 54117 25633 3786 141 90 21847 11391 5903 3767 1508 2259 204 1362 2136 392 262 908 797 522 275 210 65 162 127 395 62 146 130 53
is_linear=0
shrinkage=0.1


Tree=4515
num_leaves=31
num_cat=0
split_feature=6 2 3 0 0 6 4 6 6 1 3 5 0 0 5 4 3 0 1 6 0 4 0 4 1 5 0 6 0 0
split_gain=3.24944e+11 5.46667e+12 8.77302e+12 8.16223e+12 2.26282e+13 2.29499e+13 1.49721e+13 1.96867e+13 2.22295e+13 2.04727e+13 4.33462e+13 2.51568e+13 2.5169e+13 1.63101e+13 3.57982e+13 1.61069e+13 1.57309e+13 4.97e+13 4.60698e+13 1.25933e+13 2.55114e+13 2.11556e+13 3.24437e+13 1.92905e+13 2.19537e+13 1.62201e+13 1.70376e+13 1.42198e+13 1.35597e+13 2.05053e+13
threshold=156.15000000000003 2828.5000000000005 3.5000000000000004 45.063245050000006 45.085557650000005 168.45000000000002 11.500000000000002 189.00000000000003 247.90000000000001 39.044653900000007 7.5000000000000009 4.5000000000000009 44.739668300000005 44.990874950000006 4.5000000000000009 4.5000000000000009 6.5000000000000009 45.022979600000006 39.908802000000009 189.00000000000003 45.125532050000011 18.500000000000004 55.039488700000007 16.500000000000004 82.966990000000024 4.5000000000000009 56.309668500000008 168.45000000000002 55.061158000000006 55.759969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 10 11 12 -9 -11 -15 -10 17 18 -8 21 -21 23 27 -6 25 26 -25 -23 -24 -30
right_child=1 2 3 4 19 -7 16 8 15 13 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 28 24 -26 -27 -28 -29 29 -31
leaf_value=1.6133134598428616 3812.3359446338482 2100.9803890395851 8101.4460751678462 -113416.67959821429 -10030.135401013968 -23255.563802975172 172789.6845394737 -135133.47354166667 72665.973976293099 -34921.556483744956 23465.724804687503 -205524.55909090908 9691.1071093749997 -64696.525000000001 105764.44525669643 -6380.6218048490337 6067.5932396433464 -36357.829965277779 9938.7040206909187 100201.35258413461 417.34979256360407 35425.740060763892 -49698.297422243515 -94891.374563663572 53087.916015625 -8200.5186044730399 -490.55500488281251 117284.27490234375 58925.792406798253 -8503.7014746771929
leaf_weight=4060554 2411 4234 500 35 2044 146 38 30 29 155 32 22 20 22 28 232 796 45 32 26 1762 63 53 94 21 51 24 32 57 216
leaf_count=4060554 2411 4234 500 35 2044 146 38 30 29 155 32 22 20 22 28 232 796 45 32 26 1762 63 53 94 21 51 24 32 57 216
internal_value=0 -494.412 -1452.39 -3730.21 -6031.13 -40690 1640.54 -6381.17 -19085.2 -37234.9 -73373.3 -116413 -77203.6 -18901.3 30761.6 2402.33 11062.3 45634.3 98343.5 -4619.19 1868.35 -8988.2 11574.5 -12863.3 -43341.8 -55324.2 -75691.2 62999.1 -3411.16 5574.98
internal_weight=0 13250 10839 6605 4624 181 1981 1070 570 309 104 72 50 205 50 261 911 115 70 4443 1788 2655 421 2234 190 169 118 95 326 273
internal_count=4073804 13250 10839 6605 4624 181 1981 1070 570 309 104 72 50 205 50 261 911 115 70 4443 1788 2655 421 2234 190 169 118 95 326 273
is_linear=0
shrinkage=0.1


Tree=4516
num_leaves=31
num_cat=0
split_feature=2 0 0 4 6 6 6 3 4 6 6 4 1 0 1 1 0 5 3 6 6 6 0 7 1 1 4 4 1 6
split_gain=3.11346e+11 6.06968e+12 1.4838e+13 1.45216e+13 2.00634e+13 1.06033e+13 9.65051e+12 8.56701e+12 1.4695e+13 7.41605e+12 7.22256e+12 9.99009e+12 1.09156e+13 6.63918e+12 2.09339e+13 1.98862e+13 1.1361e+14 4.34413e+13 3.28875e+13 2.70497e+13 2.68429e+13 1.74641e+13 1.68623e+13 1.36111e+14 7.39855e+13 8.2243e+13 1.36092e+14 7.07006e+13 1.37043e+14 1.4523e+14
threshold=36.000000000000007 55.418618900000006 55.390026600000006 4.5000000000000009 59.245000000000012 77.010000000000005 47.805000000000007 3.5000000000000004 5.5000000000000009 40.905000000000008 53.995000000000012 15.500000000000002 37.343102500000008 55.554045200000012 37.131181300000009 37.563506350000004 55.520061350000013 2.5000000000000004 13.500000000000002 87.395000000000024 75.605000000000004 43.905000000000008 55.568628050000008 6.0000000000000009 37.475446350000006 37.488790500000007 17.500000000000004 14.500000000000002 37.425454150000007 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 2 5 -4 6 7 9 8 -1 -5 -9 12 -12 15 21 -3 18 -18 19 -17 -19 -15 23 27 -25 26 -26 28 -16 -30
right_child=-2 13 3 4 -6 -7 -8 10 -10 -11 11 -13 -14 14 22 16 17 20 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-339.16656432588672 7.659181969897694 -1007.8271141308122 -29206.529427083333 18749.00294767681 138317.62940340908 55990.451893615726 -22435.83154296875 -4253.0193859863284 77655.529520089287 80822.716997195515 -63903.242094364869 -104403.553359375 29845.042187500003 4514.7978839238485 -80026.448649714541 14283.588271230356 -38160.768586847393 -157925.35129994879 -40775.818002193926 -65238.462604166678 -60636.232966815296 90270.982421875 -162.29765863549537 -11406.180488529326 37208.75543046098 -5564.5048039460798 -51450.623470992665 15456.092542501261 21738.690131942087 130561.69942698759
leaf_weight=176 3783399 17864 27 38 22 32 24 120 28 39 27 20 23 48 65 865 249 61 146 45 53 47 260612 4142 1332 1872 199 1738 253 238
leaf_count=176 3783399 17864 27 38 22 32 24 120 28 39 27 20 23 48 65 865 249 61 146 45 53 47 260612 4142 1332 1872 199 1738 253 238
internal_value=0 -99.7839 10155.3 37203.3 51781.1 631.387 32931.6 -3864.78 10366 50188.9 -19144.1 -44671.8 -20779 -120.165 7.61241 -1912.91 -13307.2 -61568 3282.48 10351.2 -112694 46941.5 -8.87384 4054.96 -2430.45 8494.46 25684.8 25385.6 56424.2 74487.9
internal_weight=0 290405 576 150 123 426 101 394 204 77 190 70 50 289829 270546 19283 1419 363 1056 910 114 95 270451 9839 7545 3403 1531 2294 556 491
internal_count=4073804 290405 576 150 123 426 101 394 204 77 190 70 50 289829 270546 19283 1419 363 1056 910 114 95 270451 9839 7545 3403 1531 2294 556 491
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 0 1 7 4 4 6 1 6 6 6 3 4 4 4 6 0 0 0 6 0 4 3 1 3
split_gain=3.12972e+11 7.19688e+12 2.42713e+13 1.94027e+13 2.27184e+13 1.10372e+14 6.99511e+13 1.98946e+14 1.16171e+14 7.86152e+13 4.98152e+13 4.72887e+13 3.66367e+13 4.97938e+13 3.80257e+13 3.37824e+13 3.48359e+13 3.36107e+13 4.40434e+13 5.11723e+13 3.10089e+13 3.08548e+13 3.03797e+13 1.51557e+14 1.02053e+14 9.16737e+13 1.28451e+14 7.26112e+13 5.51648e+13 5.62417e+13
threshold=37.517483500000004 37.563506350000004 41.705000000000005 55.303261650000003 55.812023600000011 55.82518790000001 55.783232450000007 37.543519500000009 6.0000000000000009 12.500000000000002 6.5000000000000009 43.010000000000012 37.534144550000008 52.330000000000005 51.015000000000008 46.420000000000009 7.5000000000000009 23.500000000000004 14.500000000000002 13.500000000000002 125.02000000000002 55.79439725000001 55.702806750000008 55.685785750000008 80.720000000000013 55.737027400000009 9.5000000000000018 3.5000000000000004 37.534144550000008 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 6 -6 22 8 17 -9 -7 -11 14 -14 15 -10 -17 18 19 -8 -12 -20 23 -5 27 26 -24 -25 29 -28
right_child=1 -3 3 4 5 10 7 9 12 11 20 -13 13 -15 -16 16 -18 -19 21 -21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-59.090098912919757 -2232.1880724214216 -4.9775298280708133 -10098.709434292803 3591.7498314615473 -77154.770131062163 17426.141033540986 37848.532785970732 -51642.361645278215 224452.12083333335 -124317.71960227273 -1401.7904610484129 27280.138908031153 -19432.17106628418 130172.72446757279 293131.85531250003 -14788.149921875 165666.80608016305 -39173.330512971697 33086.752711397065 -101234.64192243305 112378.16542968751 131692.81074218752 -4685.1073756441156 27716.963781856801 -135934.282875 241.32930672113858 -35276.3096174569 108045.57283994614 -236141.93075657898 -207854.36964285714
leaf_weight=734695 14464 3289771 1156 14462 183 1632 479 319 27 22 12166 318 32 73 20 20 23 53 51 28 24 84 188 206 25 2911 58 248 38 28
leaf_count=734695 14464 3289771 1156 14462 183 1632 479 319 27 22 12166 318 32 73 20 20 23 53 51 28 24 84 188 206 25 2911 58 248 38 28
internal_value=0 13.0014 1211.81 2640.2 3076.95 -2.6396 5264.83 25663.5 56501.7 -15984.6 1018.84 17470.9 124709 84578.9 171527 136783 81734.3 37364.5 43683 30167.4 -1177.78 94441.6 3525.26 5424.71 60765.4 -5280.06 -56795.3 71596.9 -135801 -91464.5
internal_weight=0 3.33911e+06 49338 34874 33718 14005 19713 1549 890 659 13822 340 195 105 90 70 43 695 642 507 12190 135 18164 14941 479 3223 312 454 124 86
internal_count=4073804 3339109 49338 34874 33718 14005 19713 1549 890 659 13822 340 195 105 90 70 43 695 642 507 12190 135 18164 14941 479 3223 312 454 124 86
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 0 4 4 6 4 6 6 6 6 6 1 6 1 0 6 3 3 1 4 0 3 4 4
split_gain=3.27195e+11 6.58928e+12 8.54893e+13 6.17333e+13 1.82995e+14 1.21819e+14 9.16575e+13 8.50108e+13 5.81764e+13 5.6252e+13 4.9105e+13 4.67911e+13 6.16975e+13 3.93706e+13 5.27142e+13 3.50303e+13 3.30035e+13 5.31108e+13 4.20179e+13 3.49474e+13 7.50758e+13 5.00104e+13 4.03133e+13 5.03567e+13 4.57184e+13 4.34091e+13 4.83319e+13 3.7565e+13 4.50051e+13 3.53832e+13
threshold=36.000000000000007 55.840017500000009 37.702956500000006 37.600779750000008 55.850146250000009 37.503969450000007 37.517483500000004 55.858844800000007 7.5000000000000009 15.500000000000002 79.710000000000022 24.500000000000004 49.485000000000007 53.705000000000005 54.010000000000012 45.005000000000003 37.995000000000012 37.586700500000006 53.005000000000003 37.534144550000008 55.866549750000011 52.610000000000007 3.5000000000000004 5.5000000000000009 37.543519500000009 16.500000000000004 55.922096200000006 20.500000000000004 27.500000000000004 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 5 8 -3 15 11 -5 -4 -11 12 -8 -10 -15 -7 -9 19 -19 20 -18 22 25 -24 -25 29 -27 28 -23 -21
right_child=-2 2 9 4 -6 6 7 16 13 10 -12 -13 -14 14 -16 -17 17 18 -20 21 -22 27 23 24 -26 26 -28 -29 -30 -31
leaf_value=-324.81667291605146 7.8517102794963707 6675.1961239727016 -6958.3154406413378 -84534.982965766059 3254.1014905472389 -13741.61477133142 -9873.2881118276073 8335.8501061148836 24937.580545978999 -47947.3976707041 -201381.33352272728 4932.9272484470421 -40934.614205251855 219457.03203125001 54946.507806232854 -52063.036825849842 -109225.41059900232 -442.29516690953727 -29206.570242194633 75728.081441243499 -7303.3535043543152 9940.9957926725274 -42696.171445120024 9021.3058864929862 -23224.293263709347 32758.861107520806 169689.10536439958 -20005.849512387435 111533.4460715554 -16638.630799660605
leaf_weight=238382 3783399 12476 526 36 16759 415 1286 2851 594 402 22 639 1272 20 746 561 74 833 1301 48 3093 4861 482 930 834 153 31 429 44 305
leaf_count=238382 3783399 12476 526 36 16759 415 1286 2851 594 402 22 639 1272 20 746 561 74 833 1301 48 3093 4861 482 930 834 153 31 429 44 305
internal_value=0 -102.292 917.369 1470.24 6151.71 -1111.69 -5864.13 -4364.76 40937.6 -28805.6 -55908.6 -19272.4 -25319 44258.9 59241.8 -35768.6 -1435.28 -3511.41 -17978.5 -775.432 -9684.86 2700.75 -8166.07 -14051.1 -6224.06 16448.1 55828.6 8370.48 10852.3 -4078.85
internal_weight=0 290405 52023 51073 18155 32918 20442 19466 1396 950 424 3197 2558 1360 766 976 16269 13418 2134 11284 3167 8117 2783 2246 1764 537 184 5334 4905 353
internal_count=4073804 290405 52023 51073 18155 32918 20442 19466 1396 950 424 3197 2558 1360 766 976 16269 13418 2134 11284 3167 8117 2783 2246 1764 537 184 5334 4905 353
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=31
num_cat=0
split_feature=4 6 3 3 6 3 6 6 6 6 6 6 6 6 3 3 0 6 0 6 3 1 1 3 6 3 3 1 0 4
split_gain=3.14653e+11 1.19643e+12 4.11855e+12 1.19071e+13 1.64251e+12 1.93155e+12 1.08153e+12 1.34417e+13 1.25734e+13 3.40535e+12 3.37676e+12 3.00909e+12 2.99502e+12 2.78832e+12 2.52061e+12 4.41584e+12 5.05507e+12 3.58796e+12 2.46424e+12 1.9437e+12 2.31491e+12 5.22016e+12 4.68786e+12 3.57641e+12 2.15853e+12 8.92525e+12 2.10349e+12 3.26053e+12 5.70489e+12 2.09479e+12
threshold=37.500000000000007 82.00500000000001 9.5000000000000018 17.500000000000004 85.020000000000024 24.500000000000004 46.010000000000012 48.025000000000013 45.305000000000007 40.905000000000008 40.490000000000002 51.805000000000007 49.010000000000012 43.010000000000012 13.500000000000002 21.500000000000004 55.79439725000001 39.355000000000011 55.806294650000005 52.610000000000007 31.500000000000004 37.755233900000007 37.563506350000004 30.500000000000004 56.505000000000003 20.500000000000004 10.500000000000002 37.649344350000007 55.749683450000006 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 6 -3 -4 -5 -6 8 -8 9 10 14 12 -9 -11 17 16 -16 18 -2 -13 23 22 -22 24 25 -21 29 28 -28 -26
right_child=1 2 3 4 5 -7 7 11 -10 13 -12 19 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.52892109367226692 -20918.057225477431 19164.888928571429 -87656.951376488098 -26314.748650568185 26742.088500000002 -10108.170679450757 82602.008671874995 5628.3002206307874 -81963.113359374998 41544.975069304433 -32630.539032451925 28871.419695312503 -37060.877718098956 2201.5405023619187 68136.568906250002 -4738.6725630400197 8650.8461718750004 -42994.110761718752 10635.887906605114 69530.372247023814 -10482.743931361607 5544.1623082778033 -72985.12570684524 44545.811953124998 -32620.931567382813 -22666.335951450892 5267.5300076639714 -8536.0886310546884 50696.690783691411 -3984.3344427064412
leaf_weight=4072329 45 35 21 22 25 33 20 27 20 31 39 25 42 43 20 151 50 30 55 21 28 68 21 20 30 21 203 125 32 172
leaf_count=4072329 45 35 21 22 25 33 20 27 20 31 39 25 42 43 20 151 50 30 55 21 28 68 21 20 30 21 203 125 32 172
internal_value=0 -1460.3 -10396.8 -20641 -3049.27 5775.56 -552.629 1585.67 -4330 -983.747 -4715.43 -354.838 -20356.4 18683.2 -1613.75 4885.67 25646.8 -12662.8 -3563.39 1446.87 521.616 -12386.3 -37269.5 2941.86 1564.24 23432 -70.0033 4512.75 11453.6 -8237.29
internal_weight=0 1475 136 101 80 58 1339 855 484 464 390 835 69 74 351 221 70 130 100 766 741 117 49 624 604 42 562 360 235 202
internal_count=4073804 1475 136 101 80 58 1339 855 484 464 390 835 69 74 351 221 70 130 100 766 741 117 49 624 604 42 562 360 235 202
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=31
num_cat=0
split_feature=3 7 2 5 1 1 1 2 0 3 6 6 6 3 0 2 6 6 4 0 4 6 6 6 0 6 0 1 6 6
split_gain=3.36715e+11 2.13282e+12 4.88412e+12 4.12877e+12 3.94647e+12 7.7597e+12 3.20324e+12 2.74896e+12 2.08686e+12 1.67665e+12 1.54502e+12 6.95841e+12 3.69524e+12 4.62261e+11 3.35699e+12 2.07944e+12 2.12396e+12 2.85763e+12 1.58554e+12 4.0157e+12 2.50415e+12 2.82661e+12 4.2615e+12 3.69855e+12 2.53866e+12 4.12933e+12 1.6061e+12 1.38798e+12 1.35438e+12 1.30233e+12
threshold=33.500000000000007 6.0000000000000009 2632.5000000000005 2.5000000000000004 37.534144550000008 37.740454950000007 60.571186450000006 6082.0000000000009 55.834019500000004 34.500000000000007 52.610000000000007 40.205000000000005 69.605000000000004 32.500000000000007 55.883833400000007 75.000000000000014 43.605000000000011 59.025000000000013 35.500000000000007 55.753967500000009 34.500000000000007 63.415000000000006 60.005000000000003 73.995000000000019 55.676890650000011 54.990000000000002 55.79439725000001 37.768783500000005 40.490000000000002 50.995000000000012
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=13 2 3 4 -2 -6 -4 8 10 -9 11 -3 -12 -1 18 16 -16 -18 20 -20 21 22 24 -23 28 26 27 -26 -15 -30
right_child=1 7 6 -5 5 -7 -8 9 -10 -11 12 -13 -14 14 15 -17 17 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.090021719850375673 -17226.138825757575 -15506.235325863487 65001.769069602276 -28269.331199852197 61420.829611895169 -7755.7043083639701 16306.532075892857 -8715.5030198317309 29099.324353966345 -42308.909175618493 -33742.487046030408 56220.261179315479 11925.298207720589 -2633.0640932436345 -6117.2952213541676 -850.68627630739797 -66655.794957386373 -18103.741384548612 -49778.875429687498 7007.8494514234135 33394.301352719915 -36036.327402343755 49073.534161931821 7529.021237664474 -31928.110019531254 -48068.223281250001 13198.672283380683 3112.270823317308 39518.296770608838 9799.809973958334
leaf_weight=4072878 33 38 22 37 31 34 35 39 26 24 37 21 34 27 30 49 22 27 20 33 27 40 22 38 20 20 55 26 29 30
leaf_count=4072878 33 38 22 37 31 34 35 39 26 24 37 21 34 27 30 49 22 27 20 33 27 40 22 38 20 20 55 26 29 30
internal_value=0 2862.12 10555.7 192.029 10937.6 25236.2 35101.2 -3882.92 3236.92 -21513 -1935.56 10023.5 -11873.4 -0.288786 -2996.09 -17034.6 -27072.8 -39902.6 1647.15 -14421.1 4196.9 1629.05 7229.12 -14812.2 2781.89 -6554.39 1666.18 -12122.7 15917.8 24407.2
internal_weight=0 411 192 135 98 65 57 219 156 63 130 59 71 4.07339e+06 515 128 79 49 387 53 334 307 229 78 207 121 101 46 86 59
internal_count=4073804 411 192 135 98 65 57 219 156 63 130 59 71 4073393 515 128 79 49 387 53 334 307 229 78 207 121 101 46 86 59
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=31
num_cat=0
split_feature=3 0 6 6 6 6 1 6 6 1 0 6 6 5 4 0 5 1 3 6 1 6 6 0 0 6 0 6 4 5
split_gain=3.28873e+11 1.86516e+12 6.4703e+12 6.34516e+12 2.79468e+12 5.30325e+12 3.82881e+12 6.14016e+12 7.73016e+12 4.5758e+12 3.29133e+12 4.44342e+12 2.66238e+12 3.20888e+12 3.86334e+12 3.63491e+12 3.19436e+12 4.80683e+12 2.74465e+12 2.65901e+12 3.73239e+12 3.35204e+12 3.24245e+12 2.59047e+12 2.57638e+12 2.55621e+12 6.17051e+12 7.04913e+12 3.36283e+12 7.55464e+12
threshold=31.500000000000004 56.83050475000001 73.41500000000002 60.605000000000011 42.605000000000011 43.010000000000012 37.631035900000008 38.405000000000008 36.605000000000011 37.586700500000006 55.806294650000005 39.355000000000011 87.395000000000024 2.5000000000000004 34.500000000000007 55.749683450000006 2.5000000000000004 37.618684050000006 34.500000000000007 66.990000000000023 37.631035900000008 64.015000000000015 63.005000000000003 55.806294650000005 55.850146250000009 45.995000000000012 55.858844800000007 43.405000000000008 36.500000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -8 -2 -9 -12 13 19 15 -15 -14 -18 23 21 -21 22 25 -16 -17 26 27 -7 -27 -30
right_child=1 2 -4 -5 5 12 7 10 -10 -11 11 -13 16 14 18 24 17 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.57642084926881798 11617.40782198793 10045.222202148438 -27691.182894405239 66109.522963686351 -44325.857974137936 -10976.563227539064 -6248.2730887276784 -38708.727945312501 61210.783233173075 61665.025156250005 -33553.197236328124 33105.795781250003 -12896.894053583561 -9913.672044076493 -5318.2037068684904 -72143.297023809529 -13950.611393229166 28498.354676122573 -19222.755444335937 37742.568531436016 -866.55258316532263 -24812.03516265369 24725.285083007813 41143.902213541674 -27594.385029871326 -1241.041160871479 -25051.690865384619 65667.262122395841 6034.6261313833847 -55444.489843750001
leaf_weight=4072128 211 80 31 27 29 20 49 50 26 20 20 20 46 67 24 21 36 103 34 42 62 61 48 24 34 355 26 30 41 39
leaf_count=4072128 211 80 31 27 29 20 49 50 26 20 20 20 46 67 24 21 36 103 34 42 62 61 48 24 34 355 26 30 41 39
internal_value=0 1400.51 12537.3 24192.3 401.244 -2108.92 7640.16 -3994.36 17137.5 15950.5 -21604.3 -223.701 -1008.93 -3192.66 -14270.5 -25552.7 9945.14 17504.4 2515.16 -71.2724 14725.6 -2553.33 -124.381 17912.8 -44604 -2458.6 14462.4 35009.7 -5414.91 -23936.4
internal_weight=0 1676 138 107 1538 1142 396 165 75 231 90 40 1113 928 204 122 185 139 82 724 104 620 559 48 55 511 76 50 435 80
internal_count=4073804 1676 138 107 1538 1142 396 165 75 231 90 40 1113 928 204 122 185 139 82 724 104 620 559 48 55 511 76 50 435 80
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 4 6 6 1 6 6 4 1 6 7 4 0 4 6 6 6 1 7 0 6 3 6 0 3 5
split_gain=3.13765e+11 3.31501e+12 6.67133e+12 1.37729e+13 2.73326e+13 2.52643e+13 3.10516e+13 3.41013e+13 2.51752e+13 2.33127e+13 5.19471e+13 3.99339e+13 4.04567e+13 3.22884e+13 3.02515e+13 2.71674e+13 3.21878e+13 2.18577e+13 3.41058e+13 4.63308e+13 3.1974e+13 2.44184e+13 3.49603e+13 4.27249e+13 2.70791e+13 2.15207e+13 2.48157e+13 1.8631e+13 1.81887e+13 1.77702e+13
threshold=19.500000000000004 60.042359000000012 59.864072000000007 59.933037250000005 112.00500000000001 22.500000000000004 43.905000000000008 45.995000000000012 30.509101000000005 81.02500000000002 77.565000000000012 23.500000000000004 30.410676000000006 83.820000000000007 6.0000000000000009 23.500000000000004 59.882709350000006 21.500000000000004 99.050000000000011 84.810000000000016 92.02500000000002 30.509101000000005 6.0000000000000009 59.882709350000006 81.02500000000002 11.500000000000002 75.605000000000004 59.898927250000007 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 5 6 8 -8 -4 10 -7 -12 -13 -11 29 16 -16 18 19 -9 21 22 25 -24 -23 -19 28 -14 -27 -15
right_child=1 -3 3 -5 -6 9 7 17 -10 13 11 12 27 14 15 -17 -18 20 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=10.076111577904562 21.349076476818013 1245.3691620243144 -7427.6787355229608 -8.4909347949053622 38817.139544122874 -768.42907257975162 -68294.106037850215 -7899.6424965143706 11954.542524775065 -41813.786221120332 97933.642601734202 141514.65363769533 48108.029993206525 19344.403519158615 10976.904388020834 -6054.9210571097137 97501.214715485083 2776.074853070304 -96867.330278201218 68414.41369540662 66396.552413862184 -18350.537055508084 -16269.905494290868 -89554.809773187415 44457.58397171586 -32950.811321614587 -80370.146969506051 -29293.165924072266 50879.122431344702 -34016.282938977434
leaf_weight=3599339 394930 18244 2101 40055 154 12956 116 1916 984 316 91 22 46 76 120 318 67 233 41 83 39 450 130 205 81 120 93 96 33 349
leaf_count=3599339 394930 18244 2101 40055 154 12956 116 1916 984 316 91 22 46 76 120 318 67 233 41 83 39 450 130 205 81 120 93 96 33 349
internal_value=0 -76.4384 -129.297 -1099.99 -3158.75 -3465.37 -8579.17 -14970.3 -1245.47 -1121.95 111.297 44808.3 15330.2 -14197.7 -4814.15 11731.4 41977.6 -13163.7 -6582.78 -4731.02 -22864 -25452.2 -36334.8 -61115.9 -8769.64 -19003.5 -39632.2 -4219.54 -14869.8 -24474.1
internal_weight=0 474465 456221 61291 21236 21082 6625 3540 3085 14457 13211 255 164 1246 930 505 187 3424 2040 1999 1384 1345 814 335 531 479 246 142 153 425
internal_count=4073804 474465 456221 61291 21236 21082 6625 3540 3085 14457 13211 255 164 1246 930 505 187 3424 2040 1999 1384 1345 814 335 531 479 246 142 153 425
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=31
num_cat=0
split_feature=3 6 6 1 1 0 0 3 1 4 0 1 1 1 1 4 4 1 3 0 2 0 0 3 7 1 0 2 5 3
split_gain=3.09737e+11 5.22135e+12 1.73844e+13 4.18344e+13 6.01714e+13 3.27852e+13 4.14066e+13 3.26542e+13 2.41847e+13 1.75257e+13 5.14689e+13 3.58254e+13 4.78298e+13 3.37787e+13 3.13819e+13 2.86604e+13 2.29142e+13 1.85386e+13 1.8458e+13 1.70361e+13 1.51516e+13 1.86582e+13 1.93356e+13 3.18235e+13 1.42101e+13 1.48145e+13 1.25825e+13 2.09722e+13 1.3799e+13 1.29445e+13
threshold=8.5000000000000018 105.00500000000001 104.01000000000001 82.93515810000001 82.941727000000014 59.939085000000013 59.764576050000009 11.500000000000002 82.918694400000007 20.500000000000004 55.061158000000006 39.079932600000006 38.958307950000012 38.977585500000011 38.965413050000002 17.500000000000004 19.500000000000004 39.044653900000007 9.5000000000000018 45.063245050000006 2865.5000000000005 56.83050475000001 55.034466500000008 12.500000000000002 6.0000000000000009 39.029038350000008 55.60524465000001 75.000000000000014 3.5000000000000004 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 -2 5 -5 6 8 -8 9 11 14 12 26 16 -11 17 -14 19 -13 -15 -20 22 -22 -24 25 -16 28 -28 -4 -29
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 18 13 15 24 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-16.026307109434462 66.658770529315262 -1347.0054543169199 9272.6805000874538 194556.20220905173 22516.930060891547 -37865.478848427221 159922.1192138672 25835.307589285716 -102128.20318359375 157108.04023437502 -2796.3548454733459 -12942.758133868781 -131521.23810925841 39305.080705915178 21844.625390625002 87616.071251860121 -22402.997049741392 -126975.83742187501 73335.930975632436 -75510.723030598965 -1004.3612547120847 -48105.584147135422 80238.498870092983 2205.6846467391306 -15568.948137019232 115357.45731336805 126149.38572443182 56011.474038461543 -62059.642296645223 -48211.941388494321
leaf_weight=3045127 1000804 26169 134 29 68 152 32 42 20 36 204 147 67 28 32 21 27 20 63 24 143 36 121 92 26 36 22 26 34 22
leaf_count=3045127 1000804 26169 134 29 68 152 32 42 20 36 204 147 67 28 32 21 27 20 63 24 143 36 121 92 26 36 22 26 34 22
internal_value=0 47.4417 83.8417 10175.8 73951.4 6326.25 10942.8 83818.8 7037.83 8642.03 28540.5 2170.66 -20058 -57904.3 77715.3 -15175.2 -100179 -45156 17863.7 -13686.8 27816.5 20500.9 27438.6 46534.2 47309.6 71351.4 9678.29 45298.9 -5163.62 8242.41
internal_weight=0 1.02868e+06 1.00251e+06 1704 97 1607 1455 74 1381 1361 334 1027 425 187 130 93 94 72 602 52 455 392 356 213 94 68 238 70 168 48
internal_count=4073804 1028677 1002508 1704 97 1607 1455 74 1381 1361 334 1027 425 187 130 93 94 72 602 52 455 392 356 213 94 68 238 70 168 48
is_linear=0
shrinkage=0.1


Tree=4524
num_leaves=31
num_cat=0
split_feature=4 7 0 0 6 6 4 1 1 1 1 3 3 1 1 1 1 1 0 0 6 6 6 3 5 1 0 4 3 3
split_gain=3.1489e+11 4.6285e+12 1.4064e+13 4.32646e+13 2.7435e+13 4.25915e+13 4.08975e+13 4.03363e+13 8.14291e+13 4.51028e+13 3.92042e+13 1.29546e+14 1.29185e+14 3.48157e+13 2.50236e+13 5.1582e+13 2.10774e+13 2.60188e+13 5.23374e+13 5.97937e+13 4.8404e+13 3.34852e+13 2.55305e+13 2.40763e+13 2.25867e+13 2.13797e+13 4.32126e+13 2.23209e+13 1.85168e+13 1.78605e+13
threshold=21.500000000000004 6.0000000000000009 55.743464250000009 55.753967500000009 33.305000000000007 48.945000000000007 31.500000000000004 37.618684050000006 37.649344350000007 37.563506350000004 37.702956500000006 8.5000000000000018 6.5000000000000009 37.618684050000006 37.618684050000006 37.425454150000007 37.858952300000006 37.755233900000007 55.728148450000006 55.676890650000011 90.045000000000016 67.91500000000002 81.02500000000002 11.500000000000002 1.5000000000000002 37.897576350000001 55.710673100000008 22.500000000000004 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 2 16 4 13 10 7 9 -9 -7 11 12 -6 -4 15 -13 17 -2 19 22 21 23 -19 -21 -25 26 27 -18 -23 -28
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 14 -14 -15 -16 -17 25 18 -20 20 -22 28 -24 24 -26 -27 29 -29 -30 -31
leaf_value=9.2092309739349787 -3269.8571608070883 173.66171397909804 176895.04134375 161.67706183760697 -27280.134105468751 45437.372888962767 -91313.46066210937 -143501.91105769231 38543.612775928064 202378.80749348958 16827.670788423071 -61903.692838541669 -355672.50271739135 22384.138353794642 -57521.672057291667 124425.72712339743 1421.082769866488 -15878.265366812455 -126294.60446312313 -15580.725877380371 -113430.27649147727 172307.03535156252 -52759.784190784805 100805.15137101716 3604.2056597222227 -777.92093176075093 12709.251395089286 52485.241037669766 62664.170239825587 -103944.01406250001
leaf_weight=3671018 14342 255341 25 73012 25 47 25 26 447 30 212 24 23 35 30 39 134 1278 42 96 22 24 220 51 45 56855 21 237 43 35
leaf_count=3671018 14342 255341 25 73012 25 47 25 26 447 30 212 24 23 35 30 39 134 1278 42 96 22 24 220 51 45 56855 21 237 43 35
internal_value=0 -83.9335 -530.03 442.952 21228.9 16991.7 33777.4 39463.4 28536.9 106583 -10350.5 -51214.2 -184635 86763.7 17648 53443.1 -1510.36 -4699.52 -15959.4 -13354.5 28975 41071.2 -21294.8 19830.7 55242.2 -610.496 21682.2 34041.6 101939 -60199
internal_weight=0 402786 147445 74000 988 928 575 550 473 77 353 141 48 60 93 63 73445 16163 1821 1779 281 259 1498 192 96 57282 427 371 67 56
internal_count=4073804 402786 147445 74000 988 928 575 550 473 77 353 141 48 60 93 63 73445 16163 1821 1779 281 259 1498 192 96 57282 427 371 67 56
is_linear=0
shrinkage=0.1


Tree=4525
num_leaves=31
num_cat=0
split_feature=0 3 3 6 1 4 6 4 0 0 4 5 4 6 5 4 7 1 6 0 6 6 1 4 6 5 6 5 0 6
split_gain=3.19718e+11 2.3823e+12 1.14526e+13 8.62195e+12 2.01479e+13 1.5394e+13 1.30188e+13 1.24172e+13 1.04833e+13 9.78429e+12 2.29091e+13 1.58704e+13 1.52552e+13 1.05067e+13 2.31122e+13 1.98251e+13 1.74909e+13 1.44125e+13 2.45795e+13 9.73234e+12 3.07345e+13 1.1886e+13 1.49215e+13 1.95725e+13 1.40432e+13 1.23608e+13 1.18555e+13 2.4118e+13 2.64876e+13 2.39891e+13
threshold=54.94110555000001 13.500000000000002 12.500000000000002 118.04500000000002 38.97264950000001 14.500000000000002 108.05000000000001 18.500000000000004 53.20799465000001 43.6005307 13.500000000000002 1.5000000000000002 20.500000000000004 97.020000000000024 2.5000000000000004 15.500000000000002 6.0000000000000009 39.749243900000003 45.995000000000012 44.685196900000008 90.045000000000016 103.03500000000001 38.97264950000001 17.500000000000004 97.020000000000024 2.5000000000000004 78.010000000000005 2.5000000000000004 45.029425500000009 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -7 -6 10 11 -4 13 14 16 -16 17 18 -12 20 -11 24 23 -23 26 -26 -21 28 29 -28
right_child=-2 -3 3 4 5 7 -8 -9 -10 19 12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=40.189133446293901 -19.19107101616785 -422.73999037262888 18615.811646569295 53856.817117874714 -55268.880079780196 44579.391718273633 -25859.99577160347 -25208.072811972132 28507.3872265625 -3505.1414841685132 2183.1478338068182 -61315.657472511579 102125.09415509261 84441.020673076928 16526.121119326639 -122589.21059570313 -7585.3132317437066 24704.2327135169 133778.702265625 1747.5234300306956 -88967.348156998007 26718.342430555553 4233.2250823666354 140116.90717985734 -72870.02989864866 -11433.307083418998 160592.15287500003 3928.4724246970059 16654.504063091856 48367.929074707034
leaf_weight=1179078 2772653 102128 46 108 59 82 164 37 20 402 22 54 27 26 21 20 81 92 40 16391 47 45 99 23 37 285 25 1315 297 80
leaf_count=1179078 2772653 102128 46 108 59 82 164 37 20 402 22 54 27 26 21 20 81 92 40 16391 47 45 99 23 37 285 25 1315 297 80
internal_value=0 40.8947 80.3853 2456.64 19113.2 162.097 2197.11 22880.8 -34059.7 2433.38 17368.2 -24547.2 30108.4 23669.8 17945 -51335 30032.2 49818 87083.5 2096.98 -12451.1 2448.23 29006.6 65073.7 2207.57 -18492.8 2575.67 10481.4 31917 75088
internal_weight=0 1.30115e+06 1.19902e+06 19945 306 198 19639 119 79 19475 429 100 329 302 276 41 235 154 62 19046 449 18597 167 68 18430 322 18108 1717 402 105
internal_count=4073804 1301151 1199023 19945 306 198 19639 119 79 19475 429 100 329 302 276 41 235 154 62 19046 449 18597 167 68 18430 322 18108 1717 402 105
is_linear=0
shrinkage=0.1


Tree=4526
num_leaves=31
num_cat=0
split_feature=3 1 4 5 0 6 5 4 6 4 6 6 6 4 4 6 6 6 4 1 6 3 4 0 0 6 1 6 1 1
split_gain=3.48925e+11 2.64675e+12 4.41673e+12 1.7819e+13 1.07618e+13 8.53092e+12 7.94045e+12 6.20347e+12 7.0975e+12 1.39781e+13 1.00399e+13 6.5429e+12 5.91323e+12 6.55984e+12 4.99286e+12 8.27974e+12 4.79551e+12 6.78884e+12 3.79162e+12 3.69602e+12 9.6504e+12 1.13281e+13 9.39837e+12 1.07913e+13 7.76001e+12 7.3328e+12 7.91432e+12 6.07994e+12 5.82096e+12 1.14403e+13
threshold=14.500000000000002 30.157841000000001 22.500000000000004 3.5000000000000004 59.856552950000008 100.05000000000001 3.5000000000000004 20.500000000000004 67.91500000000002 17.500000000000004 74.615000000000009 68.00500000000001 52.990000000000002 19.500000000000004 25.500000000000004 54.990000000000002 46.805000000000007 53.705000000000005 17.500000000000004 30.389265100000003 138.05000000000004 15.500000000000002 15.500000000000002 59.950512650000007 59.990753350000013 149.05000000000004 30.315889700000003 37.005000000000003 30.345769800000003 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 14 12 8 -2 10 -10 -9 18 -14 16 -16 -4 -18 -6 20 22 -22 23 -3 -25 -23 -27 -24 29 -29
right_child=1 19 3 -5 6 -7 -8 11 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 25 27 24 -26 26 -28 28 -30 -31
leaf_value=-8.4827594154088803 -2222.669434290347 -7849.410406683397 2527.7051094876806 85174.101207386368 36666.946757812504 -69053.306696428568 -39071.641586538462 -6853.8783790824345 52365.531898941532 87684.950251116068 -18345.613171600879 -48089.372672526049 -11687.396280130526 30752.964760219831 -4103.4246494391027 73779.453497023816 -47131.409822591144 -8460.261723786085 3903.3138665407701 189.31228483981877 98095.227656250005 62198.016567847844 1765.3305635500042 -93646.453240740753 -27346.763698682596 -46229.404041466347 34299.979033627715 -1658.6343620423356 -4539.611314230634 6579.2789345875208
leaf_weight=3758080 368 258 260 22 40 21 26 194 31 28 57 48 41 326 39 21 57 223 302 283422 20 21 6708 27 51 26 23 15809 5368 1887
leaf_count=3758080 368 258 260 22 40 21 26 194 31 28 57 48 41 326 39 21 57 223 302 283422 20 21 6708 27 51 26 23 15809 5368 1887
internal_value=0 100.971 3635.91 -3270.42 6675.44 -6403.72 15205.3 -1960.16 4576.17 26144.9 6563.99 -15032.8 17195.7 26011.7 -4210.98 23155.6 -7251.71 -16332.6 7735.32 77.2557 -974.447 31722.2 -1072.18 -17703.2 -50296.7 12758.5 -8429.9 -884.49 -1655.17 -780.191
internal_weight=0 315724 2104 643 1461 621 735 726 484 116 88 242 709 367 600 60 540 280 342 313620 30198 90 30108 336 78 70 49 29772 23064 17696
internal_count=4073804 315724 2104 643 1461 621 735 726 484 116 88 242 709 367 600 60 540 280 342 313620 30198 90 30108 336 78 70 49 29772 23064 17696
is_linear=0
shrinkage=0.1


Tree=4527
num_leaves=31
num_cat=0
split_feature=4 6 6 7 6 1 1 6 3 1 1 1 4 4 3 0 0 3 0 0 3 5 3 0 0 6 6 0 0 0
split_gain=3.29118e+11 4.72707e+12 6.99667e+12 1.31391e+13 1.26521e+13 1.18459e+13 2.05228e+13 1.74825e+13 1.13661e+13 1.03218e+13 1.3178e+13 8.46568e+12 1.11394e+13 8.35031e+12 7.61738e+12 7.34016e+12 6.52225e+12 6.37738e+12 6.31464e+12 1.15165e+13 1.25709e+13 7.96452e+12 5.86121e+12 9.09816e+12 1.31289e+13 1.307e+13 9.52727e+12 1.0114e+13 9.30593e+12 6.8983e+12
threshold=28.500000000000004 56.805000000000007 52.015000000000008 6.0000000000000009 51.405000000000008 37.488790500000007 37.46219940000001 54.990000000000002 19.500000000000004 37.586700500000006 37.649344350000007 37.780517050000007 31.500000000000004 34.500000000000007 27.500000000000004 55.834019500000004 55.685785750000008 23.500000000000004 55.721784200000009 55.801384500000005 19.500000000000004 1.5000000000000002 5.5000000000000009 55.812023600000011 55.676890650000011 55.015000000000008 52.990000000000002 55.876067900000002 55.876067900000002 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 -5 13 12 -6 22 17 16 -7 -10 21 20 -20 -12 29 24 -24 -26 28 -28 -25 -11
right_child=1 -3 3 9 8 15 -8 -9 14 10 18 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=2.5587883839156889 -987.87226022173081 977.43251363033676 -39915.447879464286 -15414.87605208756 92907.451182432444 -3908.3663647676995 133967.46265624999 71832.073618861599 -6076.8269449869795 81652.026633522735 -12803.458101058468 9318.0055832435355 28684.632099609375 71428.337764115771 19090.356089352339 -23338.698405050931 31441.124935567015 -81536.045498511914 -67378.458009097449 -8522.5538850970224 -688.26097439236116 19979.491713660871 12759.01605808424 40072.885156250006 -79371.429900568182 690.73168302837178 21389.160345099954 94798.628804347827 -36191.163378906254 12239.47325528773
leaf_weight=4041054 14293 15172 28 1155 37 113 20 28 24 22 155 116 100 22 39 79 97 21 76 554 45 142 92 24 44 38 102 23 48 41
leaf_count=4041054 14293 15172 28 1155 37 113 20 28 24 22 155 116 100 22 39 79 97 21 76 554 45 142 92 24 44 38 102 23 48 41
internal_value=0 -315.731 -1431.89 -5876.36 -536.316 11883.3 47013.4 15958.3 18615.3 -8385.95 -2700.78 29197.3 46029.5 11324.5 -13256.9 2644.94 12419.7 -41291.1 -9280.53 -14627 -42576.3 2870.54 8277.73 3488.87 -13173.9 -42269.5 18206.3 34896.5 -10769.8 36478.8
internal_weight=0 32750 17578 2948 14630 365 76 56 337 2583 1428 253 137 456 84 289 210 45 972 675 121 297 434 371 174 82 197 125 72 63
internal_count=4073804 32750 17578 2948 14630 365 76 56 337 2583 1428 253 137 456 84 289 210 45 972 675 121 297 434 371 174 82 197 125 72 63
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 0 1 4 6 0 5 0 3 6 0 6 2 1 0 3 0 1 1 0 3 1 0 4 3 0
split_gain=3.23377e+11 4.02987e+12 1.38139e+13 1.47939e+13 3.31638e+13 1.55928e+13 9.21181e+12 1.15737e+13 1.30285e+13 2.07752e+13 3.09223e+13 3.90861e+13 2.3895e+13 2.37066e+13 2.35238e+13 1.87736e+13 1.68084e+13 1.57086e+13 2.85683e+13 1.95119e+13 1.39036e+13 1.30151e+13 1.8194e+13 1.78829e+13 1.31119e+13 1.21371e+13 1.03091e+13 5.28602e+13 1.46501e+13 2.61181e+13
threshold=20.500000000000004 37.534144550000008 37.563506350000004 55.676890650000011 83.010000000000005 55.595177750000005 37.290808600000013 27.500000000000004 65.410000000000011 55.728148450000006 2.5000000000000004 55.850146250000009 23.500000000000004 61.805000000000007 55.783232450000007 97.020000000000024 75.000000000000014 37.503969450000007 55.649510000000014 21.500000000000004 55.834019500000004 37.318079750000003 37.343102500000008 55.633951400000008 23.500000000000004 37.318079750000003 55.834019500000004 22.500000000000004 21.500000000000004 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 9 17 11 12 26 -12 -14 21 -13 25 -19 -20 -16 -10 23 -23 -25 -8 28 -28 29 -11
right_child=1 2 -4 4 -6 -7 7 -9 15 10 13 16 14 -15 20 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.8309345346983172 -215.3907128750229 -3083.033836909703 26.076520261605413 -13879.700460467762 -103081.88991477274 79956.165591032608 37020.383603324146 -529.33244720671871 -60918.967863948172 -21492.324074606702 23641.986074218752 -29015.15341890775 88180.652023558505 175767.54205729169 14303.76293182373 29273.095332475143 6106.4924199379702 38997.555104166669 -29848.725323486331 -147756.29378124999 92097.048828125 53035.937645526967 -9146.614540076278 -24620.482223819348 42629.218095930235 1532.5431259373631 -67042.229972330722 113504.46036914064 3916.900998055693 46006.071069976009
leaf_weight=3999853 17327 1344 44533 790 44 23 102 4014 41 73 20 156 113 21 128 176 1077 30 32 25 28 102 1089 89 43 1747 24 50 443 267
leaf_count=3999853 17327 1344 44533 790 44 23 102 4014 41 73 20 156 113 21 128 176 1077 30 32 25 28 102 1089 89 43 1747 24 50 443 267
internal_value=0 207.207 -356.141 -8089.58 -18585.8 -1685.89 1174.53 3609.62 6437.01 9243.24 15460.2 13963.7 27433.5 101560 53435 -1464.14 1662.88 1536.31 -39990.1 -81562.6 28266.7 -5430.24 -3710.63 21587.6 -2713.38 3490.23 19272 54948.8 15900.2 31513.8
internal_weight=0 73951 46734 2201 834 1367 27217 9890 5876 4336 2400 2359 1126 41 269 1540 1233 1936 87 57 156 1364 1323 234 132 1849 857 74 783 340
internal_count=4073804 73951 46734 2201 834 1367 27217 9890 5876 4336 2400 2359 1126 41 269 1540 1233 1936 87 57 156 1364 1323 234 132 1849 857 74 783 340
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=31
num_cat=0
split_feature=3 1 1 6 6 6 3 0 2 0 0 6 0 6 0 6 6 6 7 6 6 0 6 6 6 6 0 3 6 6
split_gain=3.51469e+11 2.34565e+12 4.19172e+12 4.79226e+12 1.05486e+13 2.15914e+12 2.08474e+12 1.16103e+13 2.13629e+13 8.35992e+12 1.23691e+13 8.02586e+12 7.51567e+12 6.61696e+12 6.09217e+12 4.2832e+12 5.02224e+12 4.22366e+12 3.86657e+12 3.55043e+12 6.0802e+12 7.40275e+12 6.17153e+12 5.88282e+12 3.98078e+12 4.10886e+12 3.46492e+12 5.97951e+12 6.35573e+12 1.6999e+13
threshold=27.500000000000004 37.290808600000013 36.865631950000008 73.41500000000002 65.410000000000011 56.805000000000007 28.500000000000004 55.850146250000009 75.000000000000014 55.728148450000006 55.554045200000012 84.00500000000001 55.721784200000009 56.205000000000005 55.883833400000007 62.995000000000012 70.50500000000001 66.50500000000001 6.0000000000000009 84.00500000000001 61.425000000000004 55.685785750000008 64.405000000000015 47.420000000000009 56.205000000000005 40.015000000000008 55.554045200000012 30.500000000000004 73.41500000000002 93.050000000000011
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 -2 -4 7 9 13 10 -3 -10 18 -9 -15 -11 -17 -16 -12 20 21 24 -22 -23 25 -20 27 28 -8 -30
right_child=1 6 5 -5 -6 -7 26 8 11 15 12 -13 -14 14 17 16 -18 -19 19 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0865541399947887 -10364.183406284879 -24834.431798537233 18673.831609786186 -25306.034881036932 63119.532994791669 57493.264121942935 10248.890237525202 28875.017342275947 -7711.1788935373525 -22314.400857695844 49067.013515625003 49231.253340517243 64094.848622233076 31571.593942871099 131887.80039062499 34528.933712121208 -12685.966049323284 68392.344389204547 27983.071191406252 37552.435959821429 -68004.165625000009 15689.471805245537 -2461.3116651348041 84790.946639737231 34297.37003125 -24247.299500512294 -1417.5144787551476 -1284.9415503365653 121734.11846633186 -1463.4459025065105
leaf_weight=4068237 56 94 38 44 30 23 93 53 169 221 25 29 30 20 20 33 71 22 20 35 20 28 51 22 25 61 3965 224 21 24
leaf_count=4068237 56 94 38 44 30 23 93 53 169 221 25 29 30 20 20 33 71 22 20 35 20 28 51 22 25 61 3965 224 21 24
internal_value=0 794.028 11684.2 1536.36 15269.7 33310.7 407.12 4406.58 20539 -2454.08 7023.18 628.874 16469.9 54819.1 76997.1 -14439.2 2295.68 98628.3 11491.7 7906.27 3335.27 14376.4 -20924.1 46094.1 -584.807 -11350.9 -562.475 8802.8 25177.1 56028.8
internal_weight=0 5567 191 130 86 61 5376 1049 313 736 411 198 317 115 62 325 104 42 287 262 227 156 71 50 106 81 4327 362 138 45
internal_count=4073804 5567 191 130 86 61 5376 1049 313 736 411 198 317 115 62 325 104 42 287 262 227 156 71 50 106 81 4327 362 138 45
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 3 0 6 7 3 1 6 0 4 3 0 6 1 6 6 1 3 0 0 6 0 6 1 1 6
split_gain=3.41935e+11 1.59767e+12 1.33062e+12 3.17473e+12 2.97063e+12 4.21465e+12 5.86117e+12 5.12042e+12 2.48458e+12 1.13994e+13 6.41031e+12 1.08222e+13 3.28387e+12 3.19202e+12 4.59911e+12 4.85817e+12 2.39704e+12 6.00626e+12 2.2024e+12 3.91447e+12 4.36318e+12 3.09463e+12 6.22747e+12 5.1473e+12 4.60525e+12 1.86675e+12 3.43028e+12 1.74839e+12 2.10347e+12 2.24649e+12
threshold=31.500000000000004 37.290808600000013 37.755233900000007 37.740454950000007 55.710673100000008 32.500000000000007 56.782540950000005 65.410000000000011 6.0000000000000009 32.500000000000007 37.503969450000007 61.805000000000007 55.768246800000007 36.500000000000007 35.500000000000007 55.834019500000004 82.00500000000001 37.631035900000008 74.015000000000015 66.990000000000023 37.46219940000001 32.500000000000007 55.883833400000007 55.858844800000007 56.505000000000003 55.743464250000009 57.715000000000011 37.702956500000006 37.600779750000008 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 3 8 -4 6 7 -6 9 12 -11 -12 -3 16 15 -15 18 -18 19 21 -21 22 27 25 -25 -23 -27 28 29 -10
right_child=1 2 4 -5 5 -7 -8 -9 13 10 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.58775515518336052 20231.620051713428 -23595.707669439551 -8040.4149062781034 -26339.109016927083 79172.469502314823 964.16002411111424 8882.6590796298678 16366.282984375001 15936.73170643682 -18939.493614477044 69724.69811197916 -9557.3652764214403 -67133.807805989578 -50609.079049868706 18197.665800107759 6040.3623046875 -1914.1983515200409 54500.8994140625 -16860.91061320755 154.3111490885417 63199.86630434783 -4186.0363462467785 43884.471999289774 -6861.932624162946 -52705.148396809906 2925.5938557942709 52218.408007812504 -16427.484359975962 29786.612322443183 -7667.8180253805585
leaf_weight=4072128 44 41 139 48 27 274 122 25 69 49 33 36 30 41 29 24 46 32 53 21 23 97 44 56 36 48 20 39 33 97
leaf_count=4072128 44 41 139 48 27 274 122 25 69 49 33 36 30 41 29 24 46 32 53 21 23 97 44 56 36 48 20 39 33 97
internal_value=0 1428.06 921.097 -1218.98 4730.94 8693.48 20864.9 48977.2 -9.58188 -10331.3 8718.77 28360.1 -41992.1 2404.79 -14917.8 -29692.4 4685.35 21230.5 2656.24 4430.52 33109.9 2089.34 9322.91 -5847.87 -24800.6 4719.7 17423.5 2933.37 6727.71 2143.71
internal_weight=0 1676 1632 1045 587 448 174 52 997 189 118 69 71 808 94 65 714 78 636 583 44 539 282 257 92 165 68 238 199 166
internal_count=4073804 1676 1632 1045 587 448 174 52 997 189 118 69 71 808 94 65 714 78 636 583 44 539 282 257 92 165 68 238 199 166
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 1 1 0 1 1 1 2 6 7 4 6 5 6 4 6 1 6 3 6 0 1 4 1 3 6
split_gain=3.16164e+11 5.65781e+12 5.42915e+12 2.35544e+13 1.31943e+13 2.46478e+13 3.48925e+13 1.33432e+13 1.56692e+13 4.25503e+13 1.16366e+13 1.04556e+13 1.00022e+13 9.78433e+12 1.47749e+13 1.97332e+13 1.79009e+13 1.80151e+13 1.62802e+13 2.25636e+13 2.00001e+13 1.53353e+13 2.5019e+13 1.29637e+13 1.12073e+13 1.10542e+13 1.23963e+13 9.83297e+12 1.7474e+13 9.66481e+12
threshold=56.760749800000006 56.791379400000004 56.520242650000007 19.500000000000004 48.411058050000008 60.307188350000011 60.571186450000006 56.638205000000006 60.66055595000001 60.636764050000004 59.317422600000008 7457.0000000000009 106.49500000000002 6.0000000000000009 9.5000000000000018 58.995000000000012 2.5000000000000004 82.905000000000015 3.5000000000000004 71.715000000000018 38.782330450000011 116.05000000000001 4.5000000000000009 64.805000000000021 56.638205000000006 47.899251850000006 6.5000000000000009 47.899251850000006 1.5000000000000002 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 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 10 -7 -8 9 -9 -6 13 -10 14 15 -4 18 25 19 20 -17 27 -23 -16 -24 -18 -27 -19 -29 -28
right_child=1 -3 3 -5 5 6 7 8 12 -11 -12 -13 -14 -15 23 16 17 21 -20 -21 -22 22 24 -25 -26 26 29 28 -30 -31
leaf_value=1.2117672782553743 1395.9176356462187 5.2546791060175941 -13.441603066913679 25373.742328968161 -9968.3020965526393 13663.409037416872 -15509.702901840621 -5370.3280883051157 -846.30455930910489 -48991.335824394228 -28418.611058282651 -39323.233039407176 -53671.4150390625 -3926.8088056207907 -1196.1593755800652 -30734.784925881413 2883.3830048452751 17173.864775670754 12432.165913505527 135172.13250325521 53021.081193340957 21107.510349515811 -4863.4584978070179 -13663.368236444201 -64589.66661830357 3909.5722924248021 18904.774194834183 -12772.93951280382 68475.388064941406 -28464.990241095729
leaf_weight=3143735 30294 853235 16723 334 1226 1237 929 1768 8270 256 474 68 36 5453 2839 39 2491 597 1347 24 106 167 57 1181 70 307 49 36 100 356
leaf_count=3143735 30294 853235 16723 334 1226 1237 929 1768 8270 256 474 68 36 5453 2839 39 2491 597 1347 24 106 167 57 1181 70 307 49 36 100 356
internal_value=0 52.937 -14.6606 -1086.83 -1278.1 -3815.59 -2278.69 -4030.21 -2997.83 -10887.6 -15112.7 -152.753 -1075.26 -69.365 724.725 1723.69 6779.39 3437.95 16102.8 45359.2 30493.6 14963 -4331.77 -4858.79 -37783.4 -257.401 -11245.7 22701.9 46968.5 -22733.8
internal_weight=0 883529 3.19028e+06 46540 46206 14196 12496 11259 10330 2024 1700 32010 8306 31942 26489 22469 5746 4230 1516 169 145 1027 294 4020 127 3203 712 733 136 405
internal_count=4073804 883529 3190275 46540 46206 14196 12496 11259 10330 2024 1700 32010 8306 31942 26489 22469 5746 4230 1516 169 145 1027 294 4020 127 3203 712 733 136 405
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=31
num_cat=0
split_feature=4 7 1 1 3 0 0 1 1 0 4 0 6 1 1 0 6 6 6 5 1 6 6 6 4 1 1 1 6 6
split_gain=3.17525e+11 3.89478e+12 1.34018e+13 5.28607e+13 3.00581e+13 2.76033e+13 7.48658e+13 4.31423e+13 3.77899e+13 3.73938e+13 4.32957e+13 3.69468e+13 3.65974e+13 3.57515e+13 8.04973e+13 3.34589e+13 5.4031e+13 3.32908e+13 4.96653e+13 2.97513e+13 2.76145e+13 2.81904e+13 2.72925e+13 2.72189e+13 3.50877e+13 2.48924e+13 2.44648e+13 5.93001e+13 3.34319e+13 2.42848e+13
threshold=21.500000000000004 6.0000000000000009 30.509101000000005 37.290808600000013 5.5000000000000009 59.882709350000006 59.905532300000012 30.370944000000005 30.345769800000003 59.963561900000009 26.500000000000004 59.939085000000013 37.005000000000003 30.425503950000003 30.472130500000002 59.982409200000006 51.405000000000008 98.020000000000024 108.05000000000001 1.5000000000000002 30.438492500000006 84.810000000000016 64.805000000000021 62.010000000000012 23.500000000000004 30.472130500000002 30.425503950000003 30.438492500000006 86.030000000000015 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 5 4 29 13 12 8 -8 10 11 17 -7 -2 23 16 -10 20 -19 -18 22 -22 -9 24 -15 -13 -14 -28 -29 -4
right_child=1 -3 3 -5 -6 6 7 9 15 -11 -12 25 26 14 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=9.2476777740904303 3516.6325299582841 152.01367490961348 -15967.042863321556 -482.09565686248874 -6469.1231248827771 5110.4526026417607 305.06716683076041 -57062.043418701171 -8784.9759372357239 3851.0740140214643 -50069.790711530863 95733.814277343758 28464.223196373456 103782.67779434205 3889.8983893284881 -8569.4321281957182 -27175.285079656864 161575.07415239385 11665.119224877451 -121519.03297559601 25470.660778141591 -36305.491915027007 27384.84368699597 113291.2418828191 27657.08029848888 34467.944447920563 -149665.29672976764 -20021.638589443057 -69082.836949573873 -48516.91391785982
leaf_weight=3671018 7842 255341 951 109990 4936 523 12360 100 194 4377 79 110 81 80 818 1383 51 39 51 97 839 81 62 74 249 167 39 1416 154 302
leaf_count=3671018 7842 255341 951 109990 4936 523 12360 100 194 4377 79 110 81 80 818 1383 51 39 51 97 839 81 62 74 249 167 39 1416 154 302
internal_value=0 -84.2839 -493.497 -988.079 -9980.35 1344.28 -554.06 1378 -1629.99 8552.86 22021.3 25951.7 -18006.3 5994.94 21912.1 -15495.1 -43501.7 18188.7 76626.1 -89008.7 13327.9 20031.7 -24742.9 58493.2 46167.9 58797.4 -25160.2 -27859.8 -24834 -23812.3
internal_weight=0 402786 147445 116179 6189 31266 22203 19990 14085 5905 1528 1449 2213 9063 1221 1725 342 1172 90 148 1082 920 162 403 329 277 1690 1609 1570 1253
internal_count=4073804 402786 147445 116179 6189 31266 22203 19990 14085 5905 1528 1449 2213 9063 1221 1725 342 1172 90 148 1082 920 162 403 329 277 1690 1609 1570 1253
is_linear=0
shrinkage=0.1


Tree=4533
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 6 4 4 4 0 3 6 0 6 6 6 3 6 0 6 4 7 6 4 7 0 4 4 4 4
split_gain=2.91002e+11 4.03435e+12 2.63189e+13 2.53001e+13 1.69398e+13 8.85822e+12 8.17561e+12 7.32806e+12 1.15424e+13 2.75546e+13 9.99545e+12 8.8002e+12 7.66603e+12 1.53171e+13 1.19132e+13 7.2448e+12 6.97233e+12 1.66038e+13 8.91788e+12 1.66618e+13 7.01774e+12 9.11726e+12 6.7336e+12 6.68987e+12 6.90934e+12 6.61412e+12 6.53726e+12 8.82124e+12 7.57054e+12 6.45462e+12
threshold=50.213874250000011 50.136929700000003 53.175387700000009 53.20799465000001 142.05000000000004 59.245000000000012 11.500000000000002 2.5000000000000004 3.5000000000000004 53.356310450000002 2.5000000000000004 61.805000000000007 53.244414800000008 105.00500000000001 108.05000000000001 71.715000000000018 20.500000000000004 168.45000000000002 53.244414800000008 128.05000000000004 5.5000000000000009 6.0000000000000009 45.005000000000003 6.5000000000000009 6.0000000000000009 53.356310450000002 21.500000000000004 24.500000000000004 28.500000000000004 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 6 4 -4 26 15 -7 9 -9 11 -10 13 -13 23 22 17 18 -12 20 21 25 -3 24 -14 -20 -5 -28 -29 -22
right_child=-2 2 3 5 -6 7 -8 8 10 -11 16 12 14 -15 -16 -17 -18 -19 19 -21 29 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=11.353896768616281 -33.100105990845393 14594.602623986686 -4517.848369267339 -316.08858244814888 -94502.945833333346 -39375.651325757579 -15376.821476765423 95786.153622159094 34234.462507659315 -37418.433412679035 13333.371853116369 -13865.684569518548 57705.314270833333 -102840.30416666667 70783.73815104166 -29301.198765120971 -16261.672746246937 93170.180493164065 87528.515904947926 -66361.675669642849 -7254.4035447184251 -12390.850210571291 32156.532264250229 -16658.488903626399 -6874.106541649071 16251.530056895381 16212.491893409202 -14340.423274950414 42194.155095305265 11279.975768293494
leaf_weight=2450342 1607797 744 5508 4542 21 33 77 44 51 24 2002 246 30 21 24 31 102 24 30 35 420 30 309 134 37 23 563 193 27 340
leaf_count=2450342 1607797 744 5508 4542 21 33 77 44 51 24 2002 246 30 21 24 31 102 24 30 35 420 30 309 134 37 23 563 193 27 340
internal_value=0 21.5807 1621.28 461.592 -4859.63 3739.7 16108.9 7534.33 7962.32 48772.8 7180.37 -5306.18 -9404.91 -20863.7 4192.84 18345.4 9435.93 10338.5 9648.27 1245.56 4052.5 31661.6 19748.1 -3758.31 22042.1 56597 1138.69 9577.49 -7402.09 1037.29
internal_weight=0 2.46601e+06 15665 14504 5529 8975 1161 3650 3617 68 3549 543 492 267 225 1084 3006 2904 2880 878 843 83 1053 201 67 53 5325 783 220 760
internal_count=4073804 2466007 15665 14504 5529 8975 1161 3650 3617 68 3549 543 492 267 225 1084 3006 2904 2880 878 843 83 1053 201 67 53 5325 783 220 760
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=31
num_cat=0
split_feature=1 1 7 0 4 4 4 6 3 3 0 3 0 4 1 0 0 5 4 5 6 4 0 0 3 4 0 6 0 4
split_gain=2.89058e+11 3.81884e+12 1.16629e+13 1.90421e+13 1.74999e+13 2.09142e+13 1.64349e+13 1.30171e+13 3.23063e+13 2.3266e+13 3.34929e+13 2.41494e+13 2.60952e+13 2.90488e+13 2.74435e+13 2.32803e+13 2.03315e+13 5.00029e+13 3.37324e+13 2.96563e+13 4.27854e+13 2.86388e+13 2.44917e+13 7.61737e+13 2.44094e+13 3.08603e+13 6.83568e+13 6.30215e+13 3.32902e+13 5.39527e+13
threshold=65.534455000000023 65.574968200000015 6.0000000000000009 57.100506200000005 6.5000000000000009 7.5000000000000009 8.5000000000000018 67.91500000000002 21.500000000000004 14.500000000000002 57.15297970000001 2.5000000000000004 57.125462300000009 15.500000000000002 65.559704250000024 57.125462300000009 57.174562350000009 2.5000000000000004 9.5000000000000018 2.5000000000000004 80.030000000000015 5.5000000000000009 57.15297970000001 57.14107305000001 3.5000000000000004 11.500000000000002 57.125462300000009 120.05000000000001 57.15297970000001 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 -5 9 11 15 12 13 -9 -15 -11 17 18 21 -18 -21 -13 23 -20 25 26 -19 -27 -28 -30
right_child=1 -3 4 7 5 6 -8 8 -10 10 -12 16 -14 14 -16 -17 19 24 22 20 -22 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=-15.469012173807847 -20230.493781271947 11.013044724830067 -40954.143115234379 -1039.5982311295547 89430.364375000005 -53170.116572473409 6238.6637044354293 25603.186081312189 121911.15611413046 -13239.687069589121 6147.6008631582481 -35678.224999999999 -14823.124536007075 42838.601116071426 -52302.928221760325 -77892.333322010862 -27316.289777593334 65189.567124907393 12069.427503341154 44083.643101250738 -9700.2116489378877 53851.427939774061 -10936.011243232593 95036.465838913689 662.58555416484978 35381.546505489867 -42069.093193069304 220498.97261904762 -44752.609524147731 94081.763815789483
leaf_weight=3046425 445 994861 80 17088 30 47 5039 402 23 108 262 39 1165 42 109 115 404 145 909 213 484 426 285 126 4049 148 202 21 55 57
leaf_count=3046425 445 994861 80 17088 30 47 5039 402 23 108 262 39 1165 42 109 115 404 145 909 213 484 426 285 126 4049 148 202 21 55 57
internal_value=0 45.8693 1112.27 286.382 5455.01 6180.72 5689.66 626.078 3533.74 3254.95 -18096.6 4370.72 -6331.93 11556.4 -25839.7 -46580.7 6801.92 8942.08 23181.1 -5759.19 6735.89 46342.5 15021.9 22169.8 3507.71 21851.5 8400.43 58384.3 -17823.9 25904.2
internal_weight=0 1.02738e+06 32518 27322 5196 5116 5086 26877 9789 9766 485 9281 1718 553 151 223 7563 6462 1785 1101 697 465 1320 1035 4677 628 459 169 314 112
internal_count=4073804 1027379 32518 27322 5196 5116 5086 26877 9789 9766 485 9281 1718 553 151 223 7563 6462 1785 1101 697 465 1320 1035 4677 628 459 169 314 112
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 1 1 6 6 0 6 3 5 3 3 4 6 6 3 4 0 7 3 6 4 6 4 6 6 6
split_gain=2.89604e+11 1.16728e+13 1.11767e+13 1.29157e+13 4.64534e+13 3.65171e+13 3.15711e+13 2.27075e+13 3.23197e+13 2.18106e+13 6.13598e+13 4.50699e+13 4.22107e+13 4.39476e+13 6.07188e+13 4.28965e+13 3.18624e+13 2.82404e+13 2.68877e+13 2.65118e+13 4.95569e+13 2.47667e+13 2.41689e+13 2.06003e+13 2.38509e+13 2.05996e+13 3.79328e+13 2.05707e+13 1.60198e+13 1.50252e+13
threshold=39.939672500000007 39.843340650000009 24.500000000000004 11.500000000000002 14.500000000000002 39.873894000000007 39.908802000000009 101.02000000000002 114.05000000000001 43.550475500000012 64.805000000000021 5.5000000000000009 2.5000000000000004 8.5000000000000018 11.500000000000002 18.500000000000004 55.015000000000008 57.715000000000011 4.5000000000000009 20.500000000000004 57.205086850000008 6.0000000000000009 8.5000000000000018 48.945000000000007 17.500000000000004 71.715000000000018 12.500000000000002 85.020000000000024 90.045000000000016 79.710000000000022
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 -1 3 -3 5 -5 -6 25 -9 10 16 18 15 -14 -15 29 23 -18 -12 20 22 -22 -11 -8 -25 -7 27 -27 -29 -13
right_child=-2 2 -4 4 6 7 9 8 -10 19 11 12 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-10.596406180410415 -25.303099616950718 2300.4686589338512 14694.188112428848 9737.3091879061849 -3619.9368258318582 -13214.283448127844 -43340.821876537899 145009.25967261905 -24863.930208333335 45796.809283088238 49766.864710365859 -78606.323906249992 -171348.6439630682 107741.88341346156 -99478.111309223794 127963.5989082532 -156385.62051309121 -39590.440109707444 181346.05706250001 -45722.153133360982 -9893.9945646057913 17340.303105145111 170064.97031250002 -46457.183007812506 64103.207250000007 -30779.912464894816 -63750.81875460266 81057.474490017368 -3865.7963227370692 31237.573342803029
leaf_weight=1883763 2143404 35832 642 681 3375 2291 127 21 24 34 41 20 22 26 31 39 37 47 25 73 393 2221 29 32 50 153 244 36 58 33
leaf_count=1883763 2143404 35832 642 681 3375 2291 127 21 24 34 41 20 22 26 31 39 37 47 25 73 393 2221 29 32 50 153 244 36 58 33
internal_value=0 28.0951 1590.92 1408.03 -1738.48 -11050.5 3170.08 -16058.1 54410.2 10156.8 -8418.09 29414.3 2322.17 -51293.7 -4956.71 48361.9 -39019.7 -91035.9 99607.5 13736.6 15358 13245.8 103000 -18113.7 20957.7 -17197.9 -35785.5 -8159.81 28658 -10213
internal_weight=0 1.9304e+06 46637 45995 10163 3508 6655 2827 45 3280 530 237 171 79 57 92 293 84 66 2750 2677 2614 63 209 82 2782 491 247 94 53
internal_count=4073804 1930400 46637 45995 10163 3508 6655 2827 45 3280 530 237 171 79 57 92 293 84 66 2750 2677 2614 63 209 82 2782 491 247 94 53
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=31
num_cat=0
split_feature=6 4 4 4 6 2 1 1 1 0 0 6 6 3 3 1 3 3 0 0 0 6 0 2 5 0 6 6 3 6
split_gain=3.11414e+11 2.10569e+12 6.23992e+12 1.40561e+13 2.41547e+13 4.27184e+13 3.93746e+13 8.51116e+13 5.38424e+13 6.42955e+13 3.79905e+13 3.49708e+13 3.43977e+13 2.85377e+13 2.47536e+13 2.25573e+13 2.23291e+13 2.30325e+13 1.97921e+13 1.97433e+13 4.14949e+13 3.32401e+13 6.49737e+13 4.01061e+13 2.12421e+13 1.986e+13 3.5528e+13 2.04964e+13 1.06514e+14 2.42253e+13
threshold=87.395000000000024 5.5000000000000009 8.5000000000000018 7.5000000000000009 93.050000000000011 2865.5000000000005 30.315889700000003 37.343102500000008 37.46219940000001 55.883833400000007 44.249882500000005 88.825000000000003 94.02500000000002 5.5000000000000009 3.5000000000000004 113.48479755000001 6.5000000000000009 3.5000000000000004 56.148747500000006 55.801384500000005 55.81943720000001 110.01500000000001 55.783232450000007 5325.0000000000009 1.5000000000000002 55.026775150000006 102.04000000000001 96.050000000000011 6.5000000000000009 104.01000000000001
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 -3 5 6 11 13 9 -9 -10 -5 14 18 -6 19 17 -13 -8 21 -21 23 -23 -14 -22 27 -27 28 -25 -29
right_child=1 2 -4 4 12 -7 7 8 10 -11 -12 16 15 -15 -16 -17 -18 -19 -20 20 24 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=6.9314181873968437 -750.8094020437693 192.38366446780867 -185.58032365128136 172756.78323863636 -108614.85943545388 -3130.9962858072918 -144441.33859049479 37188.617247953873 136083.88482142857 287717.343203125 25729.238144122934 41177.288590801887 10702.337966008774 13793.788539086318 -19697.991611883892 -96838.874786931832 -34916.691974431822 156087.62510516829 -41737.379897006729 -117434.1952872984 92670.377551269543 -4225.4425642094648 113126.7862244898 240061.13789062502 -1983.6194929331389 44863.08926339286 209389.55074404762 -346.137679342399 -9434.6780539772717 69024.161903513217
leaf_weight=3832905 42310 18986 173787 33 42 525 24 21 35 20 287 53 741 82 123 22 22 26 86 31 24 1270 49 28 1958 35 21 133 44 81
leaf_count=3832905 42310 18986 173787 33 42 525 24 21 35 20 287 53 741 82 123 22 22 26 86 31 24 1270 49 28 1958 35 21 133 44 81
internal_value=0 -110.285 26.1811 1509.99 5811.23 18358.6 34733.1 22986.7 51467 159398 37724.3 83384.2 2501.26 -30858.9 -42331.4 4168.46 54183.2 78995.9 -64145.5 4671.78 -2633.03 10793.6 134.117 23775.9 -837.456 52102 106561 41438.8 87591.5 25910.8
internal_weight=0 240899 198589 24802 5816 1214 689 555 363 41 322 134 4602 192 165 4437 101 79 110 4415 2013 2402 1319 1083 1982 342 56 286 72 214
internal_count=4073804 240899 198589 24802 5816 1214 689 555 363 41 322 134 4602 192 165 4437 101 79 110 4415 2013 2402 1319 1083 1982 342 56 286 72 214
is_linear=0
shrinkage=0.1


Tree=4537
num_leaves=31
num_cat=0
split_feature=1 6 4 4 0 5 3 6 6 3 2 0 3 5 3 6 4 6 6 6 0 3 6 5 6 6 6 4 3 3
split_gain=3.00377e+11 1.42487e+12 5.47494e+12 8.33772e+12 8.8254e+12 1.15495e+13 1.55335e+13 8.60603e+12 8.24897e+12 7.16476e+12 7.06339e+12 1.67369e+13 6.23494e+12 5.93505e+12 5.53976e+12 4.87508e+12 4.78409e+12 1.61027e+13 1.45764e+13 6.85523e+12 5.79342e+12 6.55657e+12 5.64922e+12 6.60629e+12 7.30952e+12 5.17479e+12 5.1254e+12 7.49086e+12 4.89271e+12 4.57063e+12
threshold=113.48479755000001 62.010000000000012 8.5000000000000018 9.5000000000000018 55.145978450000008 3.5000000000000004 3.5000000000000004 73.995000000000019 66.010000000000005 4.5000000000000009 9907.0000000000018 51.307150200000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 62.995000000000012 3.5000000000000004 156.15000000000003 83.820000000000007 116.05000000000001 61.78914120000001 5.5000000000000009 75.605000000000004 3.5000000000000004 67.00500000000001 79.710000000000022 92.02500000000002 4.5000000000000009 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 -2 16 4 5 6 -4 8 -6 14 12 -12 -8 -9 -7 -5 17 18 25 -20 -18 22 23 24 29 -3 27 -24 -26 -22
right_child=1 2 3 15 7 9 10 13 -10 -11 11 -13 -14 -15 -16 -17 20 -19 19 -21 21 -23 26 -25 28 -27 -28 -29 -30 -31
leaf_value=-2.1848337622929415 -156.95144937558203 8875.2692744328433 510.80410190515352 46235.567409446026 -5435.3885667067307 -3732.4661132812503 65031.697631548719 -11863.311222556027 21169.830468297889 -23745.856068638393 -44027.056054687506 28824.756470540364 12004.968875325521 11419.485393992458 54749.991968750001 -1089.5697549802312 -4867.1824534999123 88949.484714673919 -15973.673160226006 -79532.239609375014 36621.737748579551 45400.239648437506 63365.559199282019 16727.382224259287 -50044.34664794922 46970.733698918273 -2495.8831668814437 12610.029449951173 -12561.900927734376 -6462.3653874033507
leaf_weight=4047600 18077 416 285 22 182 46 85 447 324 112 34 435 30 145 25 2055 2634 23 112 20 33 39 41 106 60 39 97 100 83 97
leaf_count=4047600 18077 416 285 22 182 46 85 447 324 112 34 435 30 145 25 2055 2634 23 112 20 33 39 41 106 60 39 97 100 83 97
internal_value=0 337.48 1437.25 3930.36 8295.58 14841.1 19649.3 2024.33 11600.4 -7991.69 28989.2 23543.4 51198.6 -6160.6 16859.9 -588.292 -1264.89 6869.04 3652.94 -25603.8 -2773.01 5635.63 3122.14 -4460.5 -12687.3 12140.6 15197 27368.7 -28288.8 4474.37
internal_weight=0 26204 8127 4227 2150 1052 869 1098 506 183 584 469 115 592 71 2077 3900 610 587 132 3290 656 617 379 273 455 238 141 143 130
internal_count=4073804 26204 8127 4227 2150 1052 869 1098 506 183 584 469 115 592 71 2077 3900 610 587 132 3290 656 617 379 273 455 238 141 143 130
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=31
num_cat=0
split_feature=4 0 0 5 6 4 1 4 1 1 1 1 1 6 0 1 7 6 7 5 4 1 7 4 1 1 0 3 6 6
split_gain=3.07017e+11 2.10132e+12 1.30141e+13 1.25384e+13 1.23215e+13 1.99602e+13 2.19375e+13 7.66659e+12 1.054e+13 9.95497e+12 8.70291e+12 7.61548e+12 2.41671e+13 1.20205e+13 9.68416e+12 3.68685e+13 2.16601e+13 1.79315e+13 1.04252e+13 7.12309e+12 1.34404e+13 7.04721e+12 6.83321e+12 1.71764e+13 1.36037e+13 3.9822e+13 6.16987e+13 5.99919e+13 7.19238e+13 1.57101e+13
threshold=9.5000000000000018 57.60122925000001 57.205086850000008 1.5000000000000002 120.05000000000001 8.5000000000000018 39.939672500000007 2.5000000000000004 39.723160900000003 30.624707450000006 38.247071200000008 39.939672500000007 59.999510900000011 64.015000000000015 57.57007620000001 39.908802000000009 6.0000000000000009 93.050000000000011 6.0000000000000009 2.5000000000000004 8.5000000000000018 28.601854300000003 6.0000000000000009 6.5000000000000009 30.303340300000002 30.260128500000004 59.982409200000006 4.5000000000000009 50.010000000000012 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 7 6 -6 -5 9 19 -11 14 13 -13 15 -10 -16 18 -17 20 -9 -21 -3 24 25 -24 27 28 -27 -30
right_child=-2 22 3 4 5 -7 -8 8 11 10 -12 12 -14 -15 16 17 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-41.015837216534599 25.570492526682663 423.00439246407609 774.72736995394689 2460.9791849036378 46564.364029947923 -121232.21162295135 -61294.37833584872 13787.049362777116 -12906.16929579745 -75232.490617487972 -16590.490358938117 -14984.796492010708 -3074.0105366841635 -41136.783994898309 -498.42584104427169 9020.8209020579088 -17672.490845432691 88387.920546875001 34541.952773231191 1796.7068638392859 -65115.786484375007 66209.489346590912 4104.7374851325058 -3016.5257973131756 291.08274344065893 -46171.182940051018 -45338.761237702551 223767.83723958337 166413.2363425926 77763.173765821586
leaf_weight=1605938 2181312 233275 6927 1500 33 23 44 77 663 26 950 725 3000 232 3357 644 940 35 213 35 30 33 1786 19604 12171 49 54 24 27 77
leaf_count=1605938 2181312 233275 6927 1500 33 23 44 77 663 26 950 725 3000 232 3357 644 940 35 213 35 30 33 1786 19604 12171 49 54 24 27 77
internal_value=0 -29.4729 -72.1855 -2640.9 -4524.66 -39486.7 -15069.2 -4244.07 -5161.73 -14214.7 -18152.7 -4099.45 -7487.93 -21324.7 -1808.22 4954.1 -4255.38 18229.2 15363.9 7748.15 -8335.24 33055.9 230.485 -1098.53 1551.63 9158.02 48228 76773.8 53715.9 100778
internal_weight=0 1.89249e+06 1.62542e+06 19487 12560 100 77 12460 10960 1151 976 9809 3957 957 5852 1555 4297 892 857 175 107 68 267067 33792 14188 2017 231 177 153 104
internal_count=4073804 1892492 1625425 19487 12560 100 77 12460 10960 1151 976 9809 3957 957 5852 1555 4297 892 857 175 107 68 267067 33792 14188 2017 231 177 153 104
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=31
num_cat=0
split_feature=6 1 0 3 3 5 1 1 0 3 4 3 1 1 0 1 3 0 5 3 1 0 0 3 2 0 1 1 1 0
split_gain=2.87929e+11 4.44351e+12 4.36706e+12 4.78448e+12 7.89143e+12 7.8401e+12 4.30987e+12 4.35437e+12 9.34154e+12 5.198e+12 5.03408e+12 4.62133e+12 5.30072e+12 8.89915e+12 1.37496e+13 7.83254e+12 7.37096e+12 1.20177e+13 6.7819e+12 1.25841e+13 9.91896e+12 6.3765e+12 5.59429e+12 5.00364e+12 5.70439e+12 8.59191e+12 8.75683e+12 8.22779e+12 1.40725e+13 7.17545e+12
threshold=15.450000000000001 61.400814300000008 52.960348700000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 49.230435000000007 38.977585500000011 44.601833250000006 3.5000000000000004 19.500000000000004 16.500000000000004 37.804148700000006 37.534144550000008 55.81943720000001 37.517483500000004 6.5000000000000009 55.60524465000001 1.5000000000000002 9.5000000000000018 37.343102500000008 55.768246800000007 55.685785750000008 7.5000000000000009 2632.5000000000005 59.933037250000005 30.370944000000005 30.370944000000005 30.509101000000005 59.848366150000011
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -1 -9 12 13 15 16 18 -15 -18 -10 20 23 -21 -22 24 -20 27 -27 29 -29 -26
right_child=-2 2 -4 -5 5 -7 -8 10 11 -11 -12 -13 -14 14 -16 -17 17 -19 19 21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=85874.090587799321 -1.2984094465524025 105.20460227272727 -3507.7970661178715 -3391.7616202059662 19178.875599888393 97974.630536684781 7111.9211138543706 -985.9972770950958 14314.497339188425 17748.672184244791 -32059.571397774173 36230.933598400297 9394.6049331579798 -16301.763835144044 23900.312644264915 63634.177308238635 -20202.656421638258 -118440.14054687502 -29386.464992627909 -13226.964951171874 6902.0798583984379 -88982.185359375013 66032.681407165524 38877.151917613635 -57152.782133152177 6226.0445258246536 -75907.996453125001 97017.78548437501 4493.2751912434896 23696.709561011907
leaf_weight=21 4064110 55 2976 110 28 23 1334 3198 304 24 53 42 716 256 77 22 33 20 102 20 32 25 32 22 23 27 25 25 48 21
leaf_count=21 4064110 55 2976 110 28 23 1334 3198 304 24 53 42 716 256 77 22 33 20 102 20 32 25 32 22 23 27 25 25 48 21
internal_value=0 544.345 -2511.31 11218.1 26379.4 54714.2 2044.44 736.39 4516.45 49540.5 -1492.58 3434.14 2681.43 -1633.32 -13907.8 4874.86 -23329.3 -57273.4 3043.83 -5479.26 802.331 -55313.2 36467.4 -6987.99 -10711.4 560.012 -33261.5 15591.8 36179.8 -18565.5
internal_weight=0 9694 3192 216 106 51 6502 5168 1917 45 3251 1872 1830 1114 386 728 309 53 706 402 357 45 64 293 271 169 52 117 73 44
internal_count=4073804 9694 3192 216 106 51 6502 5168 1917 45 3251 1872 1830 1114 386 728 309 53 706 402 357 45 64 293 271 169 52 117 73 44
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 1 0 6 1 1 6 0 0 6 6 6 6 1 3 1 0 1 3 0 6 0 3 6 6
split_gain=2.86324e+11 4.73723e+12 1.48524e+13 3.59413e+13 4.62021e+13 2.44919e+13 3.19713e+13 1.9586e+13 1.82455e+13 1.45832e+13 3.56549e+13 2.66487e+13 1.45692e+13 1.28232e+13 1.22743e+13 1.13584e+13 1.06597e+13 2.06163e+13 1.96015e+13 1.75673e+13 1.72777e+13 3.07058e+13 1.22798e+13 1.11218e+13 1.04302e+13 9.84893e+12 1.07327e+13 9.78191e+12 9.45993e+12 2.04835e+13
threshold=28.500000000000004 27.500000000000004 37.488790500000007 55.685785750000008 55.728148450000006 55.737027400000009 37.401708450000008 55.81943720000001 57.005000000000003 60.590708550000009 37.843405600000004 49.010000000000012 59.990753350000013 55.60524465000001 49.895000000000003 42.605000000000011 68.515000000000015 53.005000000000003 37.503969450000007 9.5000000000000018 37.543519500000009 55.753967500000009 37.702956500000006 10.500000000000002 55.812023600000011 86.030000000000015 59.838047850000002 16.500000000000004 55.805000000000007 62.010000000000012
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 5 13 -5 28 12 8 14 10 16 -11 25 -4 15 24 17 18 23 -20 -18 -22 -23 -6 -8 26 -7 -19 -3 -30
right_child=-2 2 3 4 9 6 7 -9 -10 11 -12 -13 -14 -15 -16 -17 20 27 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.51836043759809625 -294.48986262665085 13405.937471277573 -4761.374699394888 150799.26163793105 128418.87015625002 3453.2477200594822 -38088.319852941175 -100255.24906250001 -38490.869482044822 -12007.10310639881 -41292.853946200288 135908.71192416488 -1762.1367289959016 -78396.003500000006 32876.597688802081 -27358.421695746267 -43188.977154416454 49685.337194564498 -50414.048575846362 21893.35890590123 -42126.703794642861 114042.2014420573 33114.951980468752 36290.221556332239 25866.81103808833 67645.560878057076 47075.623959313816 107265.63712300146 117143.01299913196 4213.1061422413795
leaf_weight=4038147 32750 68 438 29 20 176 34 30 259 21 88 29 610 25 72 206 49 94 48 112 42 30 50 38 102 46 83 43 36 29
leaf_count=4038147 32750 68 438 29 20 176 34 30 259 21 88 29 610 25 72 206 49 94 48 112 42 30 50 38 102 46 83 43 36 29
internal_value=0 2.38664 4037.76 12834.9 27247.4 -1770.03 -5160.85 -21197.9 -17673.8 21851.3 17622.3 73784.1 7160.48 -8737.33 -4650.5 -12550.9 27478.8 37359 18255 201.137 6967.44 27112.2 63462.7 68058.7 9878.03 25005.7 17432.6 67758 39480.7 66758.9
internal_weight=0 4.04105e+06 2907 1156 693 1751 1618 703 673 664 614 50 915 463 414 342 526 355 218 160 171 122 80 58 136 305 259 137 133 65
internal_count=4073804 4041054 2907 1156 693 1751 1618 703 673 664 614 50 915 463 414 342 526 355 218 160 171 122 80 58 136 305 259 137 133 65
is_linear=0
shrinkage=0.1


Tree=4541
num_leaves=31
num_cat=0
split_feature=3 0 4 6 1 6 6 6 1 4 6 6 6 0 6 6 6 4 5 6 6 5 6 3 4 6 5 1 1 5
split_gain=2.86813e+11 1.2818e+12 2.80368e+12 1.88038e+12 4.06755e+12 5.48082e+12 5.7769e+12 4.02028e+12 3.6044e+12 2.81036e+12 4.11635e+12 4.46542e+12 2.29259e+12 9.84567e+12 2.17524e+12 1.9633e+12 1.95873e+12 6.31013e+12 8.43701e+12 2.32511e+12 2.15079e+12 2.1488e+12 1.84374e+12 3.15475e+12 1.69035e+12 1.21715e+12 2.39281e+12 3.33677e+12 2.98488e+12 2.29943e+12
threshold=31.500000000000004 56.838524800000009 34.500000000000007 42.875000000000007 37.631035900000008 38.405000000000008 36.605000000000011 43.205000000000005 37.586700500000006 32.500000000000007 35.995000000000012 32.805000000000007 45.005000000000003 55.858844800000007 46.805000000000007 48.410000000000004 58.045000000000009 36.500000000000007 1.5000000000000002 58.755000000000003 51.015000000000008 1.5000000000000002 41.365000000000002 32.500000000000007 32.500000000000007 87.395000000000024 2.5000000000000004 60.620042600000012 37.618684050000006 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 8 6 -6 -5 9 -2 11 -11 13 -9 -14 -16 17 20 -19 -18 -17 -22 23 -7 -23 29 27 -27 -28 -21
right_child=1 2 -4 7 5 22 -8 12 -10 10 -12 -13 14 -15 15 16 19 18 -20 25 21 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.53830246918385516 44997.739941406253 31346.748951305042 -529.20530906883448 -35396.895002297795 -5240.4487246093749 -35908.416270123111 52873.804867788465 65029.347421875005 55482.251445312497 9654.7727065577656 16863.844659782859 -45758.452944711542 -27583.345917338709 -22863.013221153848 29564.39639136905 23219.107410037879 24349.283012576223 -1572.4206054687502 -76043.083566810339 2674.3369170673077 -32405.240022786456 22970.26285494291 -45349.626660156253 6354.8267745168596 -5509.9070415969127 18125.460244750979 -11732.584635416668 -35765.423220486111 21555.481180636682 -10790.473480928862
leaf_weight=4072128 22 44 74 34 50 33 26 25 20 33 136 26 31 26 21 33 41 32 29 325 24 26 24 38 105 20 36 27 107 208
leaf_count=4072128 22 44 74 34 50 33 26 25 20 33 136 26 31 26 21 33 41 32 29 325 24 26 24 38 105 20 36 27 107 208
internal_value=0 1307.9 11356.7 546.816 6379.36 -5375.37 14640.7 -1522.47 14860.6 11116.7 7294.21 -14764.6 -490.451 20221.5 -1482.29 -699.763 -1327.15 -9029.62 -36976.5 1183.2 38.252 -4897.03 -21388.3 -13288.7 142.646 -130.502 6741.61 -12833.1 13175.3 -2580.22
internal_weight=0 1676 118 1558 408 171 76 1150 237 217 195 59 1116 51 1065 1034 1013 249 61 764 188 155 95 71 131 723 190 47 143 533
internal_count=4073804 1676 118 1558 408 171 76 1150 237 217 195 59 1116 51 1065 1034 1013 249 61 764 188 155 95 71 131 723 190 47 143 533
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=31
num_cat=0
split_feature=4 7 0 0 4 1 4 0 0 1 6 3 6 6 1 3 6 1 6 6 6 1 4 5 1 3 6 6 6 6
split_gain=2.86196e+11 3.24816e+12 1.1967e+13 2.83535e+13 6.96741e+13 7.84611e+13 1.02284e+14 1.81453e+14 1.06831e+14 8.97447e+13 6.49273e+13 5.34011e+13 4.65775e+13 3.83501e+13 3.80319e+13 3.76623e+13 7.44946e+13 3.34109e+13 3.30019e+13 5.09654e+13 3.32759e+13 3.12531e+13 3.10311e+13 2.75809e+13 9.48013e+13 2.63649e+13 2.51584e+13 2.3898e+13 2.33836e+13 2.27506e+13
threshold=21.500000000000004 6.0000000000000009 55.749683450000006 55.775215600000003 25.500000000000004 37.702956500000006 24.500000000000004 55.753967500000009 55.753967500000009 37.517483500000004 76.00500000000001 12.500000000000002 38.405000000000008 60.305000000000007 49.195555600000006 22.500000000000004 50.410000000000004 37.682335600000009 47.420000000000009 65.00500000000001 41.005000000000003 37.702956500000006 30.500000000000004 2.5000000000000004 37.682335600000009 11.500000000000002 54.410000000000004 71.030000000000015 49.485000000000007 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 -2 -3 4 5 6 7 -4 11 -9 12 18 -11 17 26 16 -13 29 20 -20 -8 -6 -23 24 -15 -10 28 -25 -7 -14
right_child=1 2 3 -5 21 14 8 9 25 10 -12 15 13 23 -16 -17 -18 -19 19 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=8.779621015578595 -453.72134151465536 852.67718394541248 10753.723434621601 -152.32690509062451 51.637755919635005 -2527.5702599789111 -63449.350146484379 99323.282812500009 110451.67014811198 -25105.310766473744 115313.18304687501 -106378.78067157452 -89464.972649088537 139779.85705818966 34084.794460626224 -57696.117942708341 -285439.37533482141 -38871.879923856432 -181917.67588605185 -6896.2012276785717 92000.417503720251 32634.897313320493 -24154.087067028486 -183962.94801136365 -68122.979968532993 -35640.903794642858 -15256.044918216357 -42349.909615384619 32006.773234400258 -145832.80749315696
leaf_weight=3671018 147445 121787 933 125642 1811 1266 40 36 30 191 20 52 150 29 250 30 42 69 41 28 21 648 113 22 90 21 1584 26 232 137
leaf_count=3671018 147445 121787 933 125642 1811 1266 40 36 30 191 20 52 150 29 250 30 42 69 41 28 21 648 113 22 90 21 1584 26 232 137
internal_value=0 -80.018 135.775 -517.964 -6324.26 -12836.9 -28451.4 -18900 -81782.4 -54831.1 -62391.8 -108302 -67369.5 -82804.5 -3426.98 -155250 -186385 -101351 -63520.6 -110894 -9933.86 7197.32 24202.4 -43267.9 -17457.6 50295.9 -6469.79 -107256 2820.87 -116372
internal_weight=0 402786 255341 133554 7912 5340 2008 1703 305 770 734 254 714 523 3332 124 94 356 130 69 61 2572 761 167 119 51 3082 48 1498 287
internal_count=4073804 402786 255341 133554 7912 5340 2008 1703 305 770 734 254 714 523 3332 124 94 356 130 69 61 2572 761 167 119 51 3082 48 1498 287
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=31
num_cat=0
split_feature=2 1 1 3 6 6 6 3 4 4 0 0 4 6 7 0 4 0 4 7 6 0 6 3 4 4 0 0 4 0
split_gain=3.15064e+11 6.93902e+12 1.00941e+13 1.09704e+13 3.08438e+13 1.89502e+13 1.17623e+13 1.78011e+13 1.09241e+13 3.5364e+13 6.03403e+13 1.14195e+14 1.54004e+13 1.53917e+13 1.16373e+13 1.02005e+13 1.03049e+13 1.00049e+13 9.42952e+12 1.95078e+13 1.004e+13 8.45761e+12 8.07291e+12 7.26132e+12 7.19556e+12 6.82648e+12 6.64959e+12 1.0092e+13 6.37148e+12 6.17296e+12
threshold=1250.5000000000002 53.252814850000007 53.187400150000009 10.500000000000002 91.02500000000002 120.05000000000001 104.01000000000001 13.500000000000002 13.500000000000002 14.500000000000002 56.858606850000008 56.872182500000008 5.5000000000000009 69.605000000000004 6.0000000000000009 56.872182500000008 4.5000000000000009 56.83050475000001 16.500000000000004 6.0000000000000009 76.605000000000004 56.858606850000008 68.515000000000015 7.5000000000000009 22.500000000000004 24.500000000000004 56.385857200000011 56.288960650000007 20.500000000000004 56.850115550000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 12 10 -10 13 15 -12 22 16 -4 -14 19 20 26 25 -11 -24 -20 28 27 -3 -16 -27
right_child=-2 18 3 4 5 -7 -8 -9 9 14 11 -13 17 -15 21 -17 -18 -19 24 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=51.685688684194112 -12.851851811279971 -9129.7899385476176 -11348.997493110484 7270.30610253126 6354.9417879971588 -1889.8791277850116 161603.74186523439 136708.31226562499 10052.078287640739 4572.8676408118581 -126237.12051282053 8730.7454547991074 -14863.195968157261 -217583.78544642858 4161.504134951535 -7622.7566466334019 4381.9871345522542 7889.3380123904108 -10296.381936219703 11793.802388916583 -16248.89159124111 -14832.477045728601 16746.596276212993 65386.535560825898 13816.306242657425 9899.4352529296884 -1289.1287411968437 -63432.800234374998 47305.913070101349 -34381.73077521829
leaf_weight=687850 3356886 237 483 1361 22 27 20 20 136 667 39 70 201 35 457 1508 3021 5022 1781 1076 492 575 114 42 133 50 11317 40 37 85
leaf_count=687850 3356886 237 483 1361 22 27 20 20 136 667 39 70 201 35 457 1508 3021 5022 1781 1076 492 575 114 42 133 50 11317 40 37 85
internal_value=0 60.1773 105.774 2764.79 10999.9 68034 98484.7 68428 1812.71 -4403.56 -37715.9 -82830.1 3213.88 -169442 198.039 -745.95 2213.59 7013.74 -2062.53 -1108.83 -2257.54 -6066.46 9362.64 29842 -8620.84 1946.98 -1663.8 -16971.4 7392.97 -17981.3
internal_weight=0 716918 701842 13992 1450 89 62 42 12542 2307 280 144 10235 74 2027 5012 3504 5223 15076 13162 12086 1204 823 156 1914 629 11594 277 494 135
internal_count=4073804 716918 701842 13992 1450 89 62 42 12542 2307 280 144 10235 74 2027 5012 3504 5223 15076 13162 12086 1204 823 156 1914 629 11594 277 494 135
is_linear=0
shrinkage=0.1


Tree=4544
num_leaves=31
num_cat=0
split_feature=4 0 6 6 3 3 4 3 5 6 5 6 6 6 3 7 2 3 6 4 1 1 7 2 1 0 2 1 3 0
split_gain=2.92913e+11 4.55284e+12 1.19192e+13 1.30175e+13 3.20871e+13 2.81446e+13 1.5532e+13 1.13261e+13 9.46824e+12 7.65603e+12 5.56216e+12 4.2236e+12 1.87976e+13 2.23073e+13 2.64515e+13 2.07895e+13 1.78088e+13 1.44893e+13 1.30292e+13 2.56676e+13 1.42641e+13 1.42962e+13 1.68415e+13 1.37152e+13 1.30712e+13 2.01973e+13 1.39945e+13 1.29346e+13 1.15563e+13 1.42665e+13
threshold=24.500000000000004 43.6005307 36.905000000000008 68.515000000000015 8.5000000000000018 14.500000000000002 26.500000000000004 15.500000000000002 2.5000000000000004 99.050000000000011 1.5000000000000002 122.65000000000002 118.04500000000002 116.05000000000001 7.5000000000000009 6.0000000000000009 2506.0000000000005 15.500000000000002 120.05000000000001 25.500000000000004 60.636764050000004 39.105193450000009 6.0000000000000009 9651.0000000000018 38.965413050000002 55.876067900000002 5261.5000000000009 37.475446350000006 20.500000000000004 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 -6 -9 -4 12 13 -3 15 -15 -16 -18 19 23 21 27 -23 24 25 -14 -26 -20 -19 -30
right_child=1 11 3 4 7 -7 -8 9 -10 -11 -12 -13 18 14 16 -17 17 28 20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=6.5138845146367021 59702.564880952385 -50.096617178207332 -86740.964648437512 -92181.098488011863 99862.720699637284 -118371.85966517858 43175.958618164062 -41449.080754743307 12197.097230113637 28271.568532986115 -19515.569726562502 -4010.6728523520769 143558.59907407407 -150807.82385602681 51523.206901041674 -30996.988610026045 -84283.07489947151 55072.159197443179 29986.97614203559 -32288.784863281253 -75249.417113095245 99575.252124023449 -2240.5928148674243 128672.9297554348 -23992.1489453125 33691.608873401994 67245.557691271562 -50043.197596807069 50091.403962053577 -41348.800871394233
leaf_weight=3846796 21 223371 20 29 28 35 32 28 22 36 32 2721 27 28 36 30 34 22 36 40 21 32 33 23 40 44 29 46 21 91
leaf_count=3846796 21 223371 20 29 28 35 32 28 22 36 32 2721 27 28 36 30 34 22 36 40 21 32 33 23 40 44 29 46 21 91
internal_value=0 -110.382 -12786.2 -18596.4 1737.36 -43031.1 -11639.1 25628.9 61289.8 -2231.22 -45371.5 -94.5598 -46.9904 -84.3019 -29246.4 -88836.7 -12304 -25981.3 22443.8 39492 1843.9 12857.2 47884.1 57106.9 45349.6 75472 14354.1 -14908 -11188.3 -24203.8
internal_weight=0 227008 283 262 143 119 84 114 50 64 52 226725 224004 223633 262 58 204 168 371 203 168 147 65 163 140 71 69 82 134 112
internal_count=4073804 227008 283 262 143 119 84 114 50 64 52 226725 224004 223633 262 58 204 168 371 203 168 147 65 163 140 71 69 82 134 112
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=31
num_cat=0
split_feature=6 5 1 1 4 0 6 3 4 6 6 6 0 3 6 6 6 6 7 3 6 3 4 4 7 6 6 7 4 3
split_gain=2.90866e+11 3.84917e+12 6.87796e+12 3.07272e+13 2.11814e+13 2.1127e+13 4.35066e+13 1.79494e+13 1.69154e+13 2.22374e+13 5.07372e+13 3.77076e+13 3.09001e+13 1.86664e+13 1.613e+13 4.16772e+13 1.58457e+13 1.21016e+13 1.16742e+13 1.15416e+13 1.16896e+13 1.23857e+13 1.12475e+13 1.10606e+13 1.08074e+13 1.04322e+13 1.03439e+13 9.28624e+12 3.75966e+13 8.7876e+12
threshold=77.010000000000005 2.5000000000000004 30.157841000000001 30.084656550000002 8.5000000000000018 54.707511300000007 101.02000000000002 9.5000000000000018 6.5000000000000009 82.00500000000001 85.020000000000024 80.030000000000015 54.932051950000009 3.5000000000000004 84.810000000000016 86.030000000000015 79.015000000000015 112.00500000000001 6.0000000000000009 7.5000000000000009 80.030000000000015 4.5000000000000009 7.5000000000000009 4.5000000000000009 6.0000000000000009 91.02500000000002 88.825000000000003 6.0000000000000009 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=-1 2 3 5 24 6 14 8 9 11 13 12 -7 -11 16 -16 -2 -8 29 20 -18 -22 -19 -14 -5 -17 -6 -10 -29 -12
right_child=1 -3 -4 4 26 7 17 -9 27 10 18 -13 23 -15 15 25 19 22 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.7507348681005848 49746.50534539474 177.76488206820471 -902.40991552757578 105882.46726158407 46884.630005787039 32862.314669076193 -70402.067534722228 37958.539589414489 -12346.62712039263 -56942.971670386905 -10073.737550035888 79506.528726652308 -108906.37680664063 -174320.89742187501 151974.13437499999 -15432.457149621214 -27922.306983612805 23276.708166273587 43316.861861979167 -69047.968478260867 -1030.6598125 104549.3934375 -45555.459107013085 -22804.132706925677 29292.205135995373 51902.066890676397 -39126.448491379313 -159237.21739130435 -21870.594697069002 49635.399594907416
leaf_weight=3595075 95 421445 55319 58 27 97 45 91 390 42 283 87 25 20 39 33 41 53 60 23 25 20 43 37 27 76 29 23 149 27
leaf_count=3595075 95 421445 55319 58 27 97 45 91 390 42 283 87 25 20 39 33 41 53 60 23 25 20 43 37 27 76 29 23 149 27
internal_value=0 73.2244 -695.892 5118.03 50094.3 1641.25 19324.9 -4908.76 -8054.66 2579.02 -11087.3 26578.5 -2382.19 -94806.8 38126.4 63258.6 19893.2 -27612.1 2941.35 -6125.66 10702.4 45893.8 -7554.37 -57522.8 81553.8 31516.4 2343.18 -20883.2 -40239.4 -4873.26
internal_weight=0 478729 57284 1965 141 1824 493 1331 1240 678 432 246 159 62 352 148 204 141 370 109 86 45 96 62 85 109 56 562 172 310
internal_count=4073804 478729 57284 1965 141 1824 493 1331 1240 678 432 246 159 62 352 148 204 141 370 109 86 45 96 62 85 109 56 562 172 310
is_linear=0
shrinkage=0.1


Tree=4546
num_leaves=31
num_cat=0
split_feature=6 4 2 0 0 2 6 1 6 2 1 0 1 6 2 6 7 1 1 5 0 2 6 6 0 6 0 1 2 0
split_gain=2.86184e+11 1.85225e+12 3.19614e+12 4.1753e+12 1.96662e+13 8.31834e+12 3.35498e+12 6.80083e+12 9.91865e+12 8.52824e+12 7.66292e+12 1.45393e+13 6.57115e+12 4.25294e+12 4.01402e+12 3.63962e+12 3.48237e+12 3.39689e+12 6.74616e+12 3.12824e+12 3.00146e+12 2.96726e+12 6.12912e+12 2.93358e+12 2.58336e+12 5.19867e+12 2.57556e+12 2.55111e+12 2.42899e+12 2.90602e+12
threshold=87.395000000000024 1.5000000000000002 8299.5000000000018 56.324067350000007 56.067362750000008 4829.0000000000009 99.050000000000011 39.749243900000003 142.05000000000004 2828.5000000000005 38.958307950000012 45.055912800000009 40.024897700000004 97.020000000000024 5261.5000000000009 95.045000000000016 6.0000000000000009 41.966773150000002 45.126607350000008 4.5000000000000009 46.323575350000006 2632.5000000000005 104.01000000000001 108.05000000000001 45.036141150000006 90.045000000000016 55.622114900000007 39.749243900000003 9651.0000000000018 50.596941950000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 13 8 10 -9 20 -12 -11 14 15 24 17 -14 -19 -20 23 -5 -23 -8 25 -2 28 -26 -4 -30
right_child=1 -3 26 5 -6 -7 7 9 -10 12 11 -13 16 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=6.6447127609489458 36025.991642992427 -124.63159792212895 -35300.78072212838 -5370.3547187500008 101900.50120738638 26416.027711995441 -22602.678764204546 51960.277966308597 -14375.38515625 -56296.742168898811 137532.1846875 31705.886602618244 27766.299695542282 -29351.901163736984 29175.420245361329 31010.927497209825 38984.138009510869 -48641.204199218751 -4254.6542289402178 32527.216699218752 45828.397506009613 -12849.891032608697 -87572.476934523816 30314.581442871098 -31846.97139395255 -25906.589376698372 25159.241513671877 -4052.0435627297798 19757.456726074219 -15714.448689288405
leaf_weight=3832905 33 239784 37 25 22 36 22 32 42 21 20 37 34 48 48 28 23 32 161 27 26 23 21 20 54 23 20 85 32 83
leaf_count=3832905 33 239784 37 25 22 36 22 32 42 21 20 37 34 48 48 28 23 32 161 27 26 23 21 20 54 23 20 85 32 83
internal_value=0 -105.723 3960.63 6247.2 8602.58 -12551 6087.19 11224.3 27668.1 2902.74 41794.7 68837.9 -2365.19 -1916.36 2943.07 -2703.35 1723.49 -1650.51 -6196.74 1027.85 19126 -32881.6 -48512.9 2596.02 -7544.38 10589.4 -8575.61 -14850.1 -13014.4 -5844.01
internal_weight=0 240899 1115 943 838 105 816 497 167 330 125 57 298 319 271 223 277 254 220 188 68 69 44 42 195 56 172 139 152 115
internal_count=4073804 240899 1115 943 838 105 816 497 167 330 125 57 298 319 271 223 277 254 220 188 68 69 44 42 195 56 172 139 152 115
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=31
num_cat=0
split_feature=3 1 6 6 6 6 0 6 0 0 7 4 0 6 7 0 4 6 1 0 1 4 4 0 4 1 2 1 0 0
split_gain=2.81753e+11 2.62715e+12 4.93202e+12 5.69059e+12 6.27031e+12 2.61192e+12 4.63433e+12 1.13475e+13 1.11429e+13 9.09678e+12 1.06584e+13 7.25221e+12 6.93324e+12 6.87099e+12 6.72196e+12 5.55125e+12 6.58093e+12 8.1712e+12 5.38973e+12 5.15835e+12 7.65568e+12 6.94188e+12 5.02107e+12 1.04324e+13 5.94441e+12 5.27579e+12 4.99252e+12 5.04895e+12 4.98014e+12 4.39288e+12
threshold=14.500000000000002 94.478249850000012 99.050000000000011 82.00500000000001 88.825000000000003 35.995000000000012 55.791814000000009 35.010000000000012 59.933037250000005 55.783232450000007 6.0000000000000009 34.500000000000007 55.834019500000004 30.425000000000001 6.0000000000000009 60.01610465000001 22.500000000000004 33.805000000000007 30.438492500000006 59.982409200000006 30.370944000000005 21.500000000000004 20.500000000000004 60.042359000000012 22.500000000000004 30.425503950000003 3338.0000000000005 60.636764050000004 59.91832440000001 60.064438250000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 8 12 11 -11 -2 -8 -13 -9 16 17 19 -18 20 -10 -21 23 -17 -24 -25 -16 -28 -14 -26
right_child=1 2 -4 4 -6 -7 7 14 15 10 -12 13 28 -15 26 22 18 -19 -20 21 -22 -23 24 25 29 -27 27 -29 -30 -31
leaf_value=-7.6226360212922177 347.79890974115972 -5273.264002465583 28579.966962139428 -71965.110518973219 -3766.4534930889422 209.07274743065216 -10016.692524790466 457.42885691020302 25204.436291173988 -34491.216196986607 32418.383808179173 14328.832233886718 -1511.6177736366299 -56885.230003720244 -12430.669825811408 20855.47582337337 1687.5795243446873 702.8374839598431 22904.515637576944 -1528.1315931165541 74101.909155815971 36446.684381031715 -19926.923683374171 -16288.974839358358 -2383.3094179162817 5216.4691104791109 10604.545607088641 -9654.7211303297136 -35622.393661268368 10055.824858347576
leaf_weight=3758080 17742 616 39 28 26 278258 1114 835 111 28 159 20 9270 42 1828 335 1288 207 132 111 45 85 169 169 1831 351 211 295 43 336
leaf_count=3758080 17742 616 39 28 26 278258 1114 835 111 28 159 20 9270 42 1828 335 1288 207 132 111 45 85 169 169 1831 351 211 295 43 336
internal_value=0 90.7326 -5989.65 -8001.91 -39128.7 104.418 -687.843 -1787.27 -678.845 458.941 22399.8 228.491 -2560.95 -33913 -7242.63 3117.04 7277.97 16468.9 3659.86 25740.4 39309.5 14940.5 536.508 7093.25 -1863.33 -1772.8 -9997.36 -1206.69 -1669.11 -454.583
internal_weight=0 315724 709 670 54 315015 36757 18766 15597 17991 187 17804 10427 62 3169 5170 1979 559 1420 352 156 196 3191 855 2336 520 2334 506 9313 2167
internal_count=4073804 315724 709 670 54 315015 36757 18766 15597 17991 187 17804 10427 62 3169 5170 1979 559 1420 352 156 196 3191 855 2336 520 2334 506 9313 2167
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=31
num_cat=0
split_feature=3 4 6 1 1 0 0 1 0 5 0 0 6 1 0 6 6 6 6 0 6 7 4 3 6 6 6 0 1 0
split_gain=2.82249e+11 5.17817e+12 1.05898e+13 9.09295e+12 3.01948e+13 2.76357e+13 3.65194e+13 2.69681e+13 2.29691e+13 2.10548e+13 2.36804e+13 3.59096e+13 2.75527e+13 5.9963e+13 2.60833e+13 2.82899e+13 2.68573e+13 2.65664e+13 4.63072e+13 2.37903e+13 2.74562e+13 2.19813e+13 2.47053e+13 2.05274e+13 1.90281e+13 2.83799e+13 2.19304e+13 2.97356e+13 4.44664e+13 2.79731e+13
threshold=9.5000000000000018 12.500000000000002 32.410000000000004 37.600779750000008 37.631035900000008 55.702806750000008 55.866549750000011 37.401708450000008 55.667390500000003 1.5000000000000002 55.876067900000002 55.667390500000003 71.715000000000018 37.503969450000007 55.696737300000009 62.995000000000012 38.405000000000008 55.015000000000008 46.805000000000007 55.728148450000006 64.405000000000015 6.0000000000000009 10.500000000000002 10.500000000000002 105.00500000000001 108.05000000000001 92.02500000000002 59.950512650000007 30.260128500000004 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 24 -5 21 11 -11 14 -14 17 16 -16 18 -13 -17 -21 -9 -23 -15 26 -26 -4 29 -29 -28
right_child=1 -3 3 4 -6 6 -8 9 -10 10 -12 12 13 23 15 19 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=13.081086337350293 5274.3173946579318 47.833829628442516 -1249.3671478370961 1221.0287566941786 -645.05963183542167 35530.437086503691 -25282.709305722492 7276.4814711389936 -83773.976933593745 -6779.5054600873336 8203.2099750066209 -52371.278580729173 75520.846282762097 -123945.32729166668 -88992.668528645838 -155896.57510775863 -17822.438671245909 -15147.0703125 -255707.72500000001 -104498.80381944445 -14391.868973405395 74824.791054687506 -42601.72921284521 4963.3388020833336 -104888.95806949014 -14010.300736638232 23300.583637841071 45173.200072337961 -78043.605078125009 99895.151068325707
leaf_weight=3266945 2899 696578 12770 155 89908 633 117 807 40 762 295 24 62 30 60 29 456 23 21 63 73 20 172 21 38 359 268 54 64 58
leaf_count=3266945 2899 696578 12770 155 89908 633 117 807 40 762 295 24 62 30 60 29 456 23 21 63 73 20 172 21 38 359 268 54 64 58
internal_value=0 -52.9649 -689.649 -850.659 -458.158 17323.8 26043.6 -3008.07 -16213.8 -11731.8 -17860.7 -22595.2 -36576.1 9452.77 -43520.4 -37623.5 -26098 -102576 -147262 -73666.9 -56132.6 41.1601 -30369.8 -70865.3 -1137.82 -22709 -489.737 21358.2 -21656.3 36927.8
internal_weight=0 806859 110281 107382 90853 945 750 16529 195 2918 1919 1624 862 113 749 681 516 68 45 165 136 999 192 51 13611 397 13214 444 118 326
internal_count=4073804 806859 110281 107382 90853 945 750 16529 195 2918 1919 1624 862 113 749 681 516 68 45 165 136 999 192 51 13611 397 13214 444 118 326
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=31
num_cat=0
split_feature=4 1 1 7 6 0 6 6 6 3 3 6 6 0 6 6 4 6 6 4 0 3 6 0 6 3 6 6 4 6
split_gain=2.89661e+11 2.01379e+12 4.59641e+12 1.35736e+13 1.34173e+13 1.30881e+13 1.15256e+13 1.22722e+13 1.00898e+13 8.93661e+12 1.09942e+13 9.7314e+12 8.60616e+12 8.45973e+12 1.66024e+13 8.3635e+12 9.74739e+12 8.1082e+12 7.72326e+12 7.96107e+12 7.27495e+12 6.9049e+12 6.69485e+12 1.30592e+13 6.56843e+12 1.3687e+13 1.10921e+13 7.49002e+12 6.39389e+12 6.19768e+12
threshold=9.5000000000000018 20.507515800000004 28.601854300000003 6.0000000000000009 84.00500000000001 54.724612400000005 66.50500000000001 64.015000000000015 68.515000000000015 9.5000000000000018 5.5000000000000009 74.615000000000009 67.91500000000002 54.707511300000007 65.410000000000011 67.445000000000007 12.500000000000002 101.02000000000002 66.50500000000001 13.500000000000002 54.724612400000005 7.5000000000000009 58.755000000000003 54.73499850000001 89.00500000000001 8.5000000000000018 63.855000000000011 71.715000000000018 10.500000000000002 72.50500000000001
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 5 6 9 7 -5 18 10 11 12 -3 14 21 -8 -17 -11 19 22 -9 -12 -7 -24 25 26 -15 -28 29 -10
right_child=1 2 -4 4 -6 8 15 20 28 17 13 -13 -14 24 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-28.627744292847154 1586.233489620864 1198.355805599532 25.93743653289534 -6099.1925901907889 -35363.081783353366 588.67303124505122 10578.83365354094 -33299.655271259297 -36503.933035714283 -171.22715677999372 71619.902073317309 28659.416607029125 -50220.558203125001 36019.721094417575 -55443.37840909091 -22352.298363258407 37009.128178267048 -66966.048300781258 62779.868359375003 27055.656390165441 13993.548192617056 -3598.8778532608699 -72316.464862804889 3484.7230688955274 69912.267852393619 70810.543691721265 -46059.867186104908 14256.067769531252 -42662.159459832706 8990.3051174411521
leaf_weight=1892492 8229 227 2168042 2031 156 296 623 269 49 199 26 115 38 128 33 171 33 20 20 85 37 23 41 51 47 62 35 50 99 77
leaf_count=1892492 8229 227 2168042 2031 156 296 623 269 49 199 26 115 38 128 33 171 33 20 20 85 37 23 41 51 47 62 35 50 99 77
internal_value=0 24.8372 18.9246 -2997.18 -6733.22 4210.04 -5321.63 -8911.98 -6097.04 11588.4 16577.2 4367.05 -6174.92 28062.1 -613.271 4824.27 -12749.7 -6271.21 1911.4 -662.317 -27581.2 36313.1 -6734.55 -30296.2 35364.5 29459.9 17423.6 -10579.9 -23644.4 -8701.9
internal_weight=0 2.18131e+06 2.17308e+06 5041 3320 1721 3164 2337 718 1003 784 380 265 404 82 827 204 219 493 473 306 49 388 92 322 275 213 85 225 126
internal_count=4073804 2181312 2173083 5041 3320 1721 3164 2337 718 1003 784 380 265 404 82 827 204 219 493 473 306 49 388 92 322 275 213 85 225 126
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=31
num_cat=0
split_feature=4 7 4 6 6 3 3 2 5 6 6 1 1 6 3 0 0 0 1 6 1 0 0 6 1 0 3 0 0 0
split_gain=2.97897e+11 3.14285e+12 1.45768e+13 1.50747e+13 2.96392e+13 2.42128e+13 1.60867e+13 1.54946e+13 1.53319e+13 1.71816e+13 1.52134e+13 3.11014e+13 3.80284e+13 2.30251e+13 2.73692e+13 2.0418e+13 6.84558e+13 2.21718e+13 4.21546e+13 5.57702e+13 5.32188e+13 4.65635e+13 4.03858e+13 4.00472e+13 2.99984e+13 5.03131e+13 3.65767e+13 1.07523e+14 4.36393e+13 3.85661e+13
threshold=10.500000000000002 6.0000000000000009 11.500000000000002 101.02000000000002 118.04500000000002 4.5000000000000009 3.5000000000000004 2911.0000000000005 3.5000000000000004 130.05000000000004 86.920000000000016 30.330566300000005 30.370944000000005 85.020000000000024 3.5000000000000004 56.342669500000007 56.288960650000007 59.848366150000011 30.389265100000003 65.805000000000021 30.345769800000003 59.882709350000006 59.825842200000004 55.805000000000007 30.330566300000005 59.905532300000012 3.5000000000000004 59.905532300000012 59.933037250000005 59.933037250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -10 13 -12 -13 15 -15 16 -3 22 20 -20 21 23 -17 -19 26 -26 29 -28 -29 -23
right_child=1 2 -4 4 8 -7 -8 -9 9 -11 11 12 -14 14 -16 17 -18 18 19 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=20.925827204159901 96.429303556641798 -1643.1204344584839 -125.1828115083598 75684.137789351851 -28083.591708340493 10221.341422526042 119769.61723632814 -12130.750064849854 67343.281231831395 -26296.384331597226 19159.07010535038 -158031.23601190478 -21566.398838019446 -36665.579920789933 52606.823501481689 -13899.45661494924 63315.961591090927 789.2507401798548 8378.3445843751397 98703.561804991885 -60789.67756163895 -69796.163730957036 -81602.22585475471 99982.546585449221 -97431.312302516657 5510.0637512863323 65189.458268020506 -118207.03590680804 -5158.0044419686456 -12701.890098964148
leaf_weight=2547999 830187 7143 681220 54 182 180 40 32 43 36 198 21 740 45 145 1675 166 89 609 77 186 150 93 75 97 93 234 35 1400 560
leaf_count=2547999 830187 7143 681220 54 182 180 40 32 43 36 198 21 740 45 145 1675 166 89 609 77 186 150 93 75 97 93 234 35 1400 560
internal_value=0 -34.9448 -191.734 -3340.49 12640.7 33756.2 67377.3 43008.8 -12115.4 24672 -3995.63 -16146.3 -25332.2 -3090.37 31463.4 -3608.05 -167.788 -8287.91 -3789.28 18516.9 -9031.5 -5508.99 -17460.7 46152 -8806.93 -47044.2 -5753.09 2334.26 -7915.3 -24764.1
internal_weight=0 1.5258e+06 695618 14398 567 306 126 86 261 79 13831 959 761 12872 190 12682 7309 5373 3605 686 2919 2733 1768 164 2569 190 2379 1669 1435 710
internal_count=4073804 1525805 695618 14398 567 306 126 86 261 79 13831 959 761 12872 190 12682 7309 5373 3605 686 2919 2733 1768 164 2569 190 2379 1669 1435 710
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=31
num_cat=0
split_feature=2 4 4 5 6 3 5 0 5 2 3 6 6 2 6 4 0 1 3 6 3 6 4 3 5 3 6 0 2 4
split_gain=2.81523e+11 1.54171e+12 1.62635e+12 1.1639e+12 2.09216e+12 4.83189e+12 2.21744e+12 2.61456e+12 2.05802e+12 1.21297e+12 1.15165e+12 1.14444e+12 9.29372e+12 1.50654e+13 4.8534e+12 1.02113e+13 4.7761e+12 3.79245e+12 4.74906e+12 5.11e+12 5.21799e+12 4.55519e+12 4.37148e+12 4.08046e+12 3.35089e+12 4.63189e+12 5.77604e+12 4.46537e+12 8.70741e+12 7.66198e+12
threshold=11703.500000000002 16.500000000000004 15.500000000000002 5.5000000000000009 168.45000000000002 7.5000000000000009 2.5000000000000004 43.051287600000009 4.5000000000000009 13916.000000000002 10.500000000000002 96.050000000000011 95.045000000000016 13916.000000000002 99.050000000000011 6.5000000000000009 43.051287600000009 44.628646350000004 2.5000000000000004 134.05000000000004 3.5000000000000004 125.02000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 128.05000000000004 43.051287600000009 13916.000000000002 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 6 9 8 -8 -6 -3 12 -2 -14 15 16 -13 18 21 20 -20 -16 -19 -22 -24 27 -27 -26 29 -29
right_child=1 10 -4 -5 5 -7 7 -9 -10 -11 -12 14 13 -15 17 -17 -18 22 19 -21 23 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.577325993661373 445.55567072755861 36936.974531250002 -23694.428780691964 18142.786444256759 25336.716393649196 -52264.576171875 -15014.34540719697 -33600.555632390206 24471.158345170457 -6250.7767187500003 3781.3026100852276 19854.504417067306 20192.081623186386 -74965.725247713417 -14450.270966569769 65401.216894531251 -39297.594475446429 37307.420219494052 27714.545563034786 41015.775027901786 -38332.366878633722 -67433.931484375003 -25640.537106662327 -3337.3462700096338 -3283.3601655944658 8773.6337292729586 67086.069260817312 49411.813265625002 58529.724629934215 -15081.289120570591
leaf_weight=4059190 13149 20 28 37 31 24 33 37 22 20 22 39 28 41 86 38 21 42 42 28 43 20 36 148 371 49 26 25 38 70
leaf_count=4059190 13149 20 28 37 31 24 33 37 22 20 22 39 28 41 86 38 21 42 42 28 43 20 36 148 371 49 26 25 38 70
internal_value=0 438.119 382.977 429.331 384.152 -10744 -3775.57 -13047 779.856 12949.5 19569.7 513.749 253.472 -36351 3580 24840 -848.73 1545.35 -6597.19 652.236 -4198.32 -24447.2 6093.77 -11215.8 3962.1 5802.68 28988.6 2352.4 18073.2 1890.58
internal_weight=0 14614 14572 14544 14507 167 143 92 55 51 42 14340 13218 69 1122 98 60 1024 367 261 233 106 657 191 615 579 75 504 133 95
internal_count=4073804 14614 14572 14544 14507 167 143 92 55 51 42 14340 13218 69 1122 98 60 1024 367 261 233 106 657 191 615 579 75 504 133 95
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=31
num_cat=0
split_feature=4 1 1 4 7 4 0 0 0 3 3 6 6 6 0 1 1 6 4 3 6 7 4 6 6 0 0 4 0 3
split_gain=2.76181e+11 2.06214e+12 7.99932e+12 1.51628e+13 1.39131e+13 1.40015e+13 8.82768e+12 8.4515e+12 1.93498e+13 1.21474e+13 1.15285e+13 2.35521e+13 1.20604e+13 7.88494e+12 7.05771e+12 1.01475e+13 1.68949e+13 1.49574e+13 1.34334e+13 1.46585e+13 1.61362e+13 1.15491e+13 1.08424e+13 1.39937e+13 9.85637e+12 1.61783e+13 2.25681e+13 2.75668e+13 2.72347e+13 2.42906e+13
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 14.500000000000002 6.0000000000000009 12.500000000000002 54.998919050000005 55.055052800000006 55.039488700000007 7.5000000000000009 1.5000000000000002 74.615000000000009 74.615000000000009 60.305000000000007 55.007293000000011 83.00362155000002 83.015546400000019 44.205000000000005 16.500000000000004 4.5000000000000009 36.905000000000008 6.0000000000000009 13.500000000000002 76.00500000000001 92.02500000000002 54.932051950000009 54.762682300000009 13.500000000000002 54.86311005000001 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 -6 8 -4 10 12 -12 -10 -9 15 17 18 -3 19 -17 -21 22 23 -19 -18 26 -26 28 -28 -30
right_child=1 14 3 -5 6 -7 -8 13 9 -11 11 -13 -14 -15 -16 16 24 21 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-27.953640816641332 49.250148133057891 3644.1696682040256 13519.968340373925 385.23790009867599 24538.881492909666 35320.8272705212 78343.276981707313 13674.135162387614 -5651.7184177305644 -42785.99415724734 -4383.0914442908688 87873.84467268319 -86868.838446969705 74755.221519886371 -440.32206017228657 5997.0208003330308 25.782744524798382 27450.259617456901 2334.9305399510677 -18977.689268060378 28115.879571298454 -36070.925888671882 44130.551064453124 -68458.357885742196 4862.5977851834932 -25738.076938509781 123773.14104567308 3963.6364490002184 -64353.910624999997 60808.79215353261
leaf_weight=1892492 1876644 358 727 5722 119 171 41 537 41 94 604 29 33 22 246629 1263 41397 29 3191 81 715 265 40 32 2097 147 52 143 20 69
leaf_count=1892492 1876644 358 727 5722 119 171 41 537 41 94 604 29 33 22 246629 1263 41397 29 3191 81 715 265 40 32 2097 147 52 143 20 69
internal_value=0 24.2524 62.8182 3190.87 9830.18 7810.98 38326.3 5556.93 1707.92 -9012.89 -4522.54 -156.47 -41870.2 16078 -220.879 863.735 1036.77 -10888.9 6398.22 12695.4 23323.7 -25104.3 3669.43 -22862.5 395.957 6457.71 8445.44 34900.5 66276.1 32682.3
internal_weight=0 2.18131e+06 1.88478e+06 8140 2418 2258 160 2087 1528 801 707 633 74 559 296528 49899 49175 724 5250 2059 796 366 101 61 43925 2528 2381 284 141 89
internal_count=4073804 2181312 1884784 8140 2418 2258 160 2087 1528 801 707 633 74 559 296528 49899 49175 724 5250 2059 796 366 101 61 43925 2528 2381 284 141 89
is_linear=0
shrinkage=0.1


Tree=4553
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 2 0 6 0 0 3 3 6 6 6 6 3 4 0 0 0 4 7 5 0 3 4 6 6 0
split_gain=3.3201e+11 3.17137e+12 9.79223e+12 2.48116e+13 1.86446e+13 1.85642e+13 1.93912e+13 1.88032e+13 2.6916e+13 4.72647e+13 2.11353e+13 3.00575e+13 1.73396e+13 2.20317e+13 1.7081e+13 2.97523e+13 1.70482e+13 1.68915e+13 1.63672e+13 1.7846e+13 1.73268e+13 2.20324e+13 1.89966e+13 1.91188e+13 1.46465e+13 1.43346e+13 2.4098e+13 1.43019e+13 5.07083e+13 1.42194e+13
threshold=10.500000000000002 37.957884500000006 37.897576350000001 11.500000000000002 55.972700350000004 75.000000000000014 55.696737300000009 74.615000000000009 55.82518790000001 55.834019500000004 10.500000000000002 11.500000000000002 40.905000000000008 35.995000000000012 81.705000000000013 91.02500000000002 8.5000000000000018 26.500000000000004 55.702806750000008 55.721784200000009 55.696737300000009 16.500000000000004 6.0000000000000009 3.5000000000000004 55.759969450000007 4.5000000000000009 22.500000000000004 82.905000000000015 81.02500000000002 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 16 14 -11 -12 13 -7 -10 -16 25 -14 20 -20 22 -22 23 27 -21 26 -9 28 -18 -8
right_child=1 -3 3 5 -6 7 29 8 9 10 11 -13 17 -15 15 -17 18 -19 19 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.09150630805529 57.728535611854596 -161.6629441762509 44911.022590592765 -27478.701332646702 -43465.92758246528 9645.2254671318587 4121.2118857372379 20240.050388739746 -38395.969391134509 -25913.790771783937 140840.85421875 7752.6327000209267 7790.2845522495672 -4810.0962958767259 -189463.57247596156 -59260.251851851855 6396.6528212890626 -67370.867968749997 67418.921984282002 -49333.277746582033 31932.447115384613 -57065.85115979382 47140.383525011384 -47674.69439290365 23938.40523384713 -23065.880988154953 -36553.143839285716 19713.05570479911 -129182.6896484375 -6552.4754160320663
leaf_weight=2547999 631593 872386 206 311 27 1591 2269 259 92 163 20 112 9034 3126 26 54 200 30 84 32 39 97 103 72 185 433 105 350 32 2774
leaf_count=2547999 631593 872386 206 311 27 1591 2269 259 92 163 20 112 9034 3126 26 54 200 30 84 32 39 97 103 72 185 433 105 350 32 2774
internal_value=0 -36.8914 129.692 2212.15 34669.9 1861.91 -3244.57 3545.52 -4511.7 -26118.6 -1826.56 27917.5 4982.62 65.5486 -67782.2 -101576 556.308 7541.52 8116.45 28282.8 1319.05 -31544.3 7223.16 936.508 13133.4 -10769.7 3857.4 6950.26 -12303.9 -1750.06
internal_weight=0 1.5258e+06 653419 21826 233 21593 5354 16239 2458 467 295 132 13781 4717 172 80 1991 9064 1194 301 893 136 757 654 217 797 364 582 232 5043
internal_count=4073804 1525805 653419 21826 233 21593 5354 16239 2458 467 295 132 13781 4717 172 80 1991 9064 1194 301 893 136 757 654 217 797 364 582 232 5043
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 0 5 0 6 4 4 6 6 6 6 6 1 4 4 6 6 3 0 1 0 3 4 1 6 7
split_gain=3.44471e+11 4.83601e+12 1.24629e+13 1.27733e+13 2.45601e+13 1.84999e+13 2.29116e+13 1.79086e+13 2.61947e+13 2.41043e+13 1.77155e+13 1.7095e+13 1.66782e+13 1.58747e+13 2.53062e+13 1.94377e+13 3.01191e+13 1.84841e+13 2.19481e+13 2.41337e+13 2.58194e+13 2.01091e+13 1.726e+13 2.93761e+13 1.53345e+13 3.02645e+13 2.07476e+13 2.3654e+13 3.24223e+13 1.50162e+13
threshold=60.571186450000006 60.620042600000012 57.15297970000001 59.815000000000005 2.5000000000000004 56.791379400000004 2.5000000000000004 56.858606850000008 105.00500000000001 17.500000000000004 5.5000000000000009 92.02500000000002 66.990000000000023 65.00500000000001 74.615000000000009 72.020000000000024 60.590708550000009 6.5000000000000009 11.500000000000002 97.020000000000024 91.02500000000002 4.5000000000000009 56.83050475000001 60.605526900000008 56.838524800000009 6.5000000000000009 25.500000000000004 60.590708550000009 76.605000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -6 12 -11 22 15 16 -15 -16 19 20 -19 -20 -7 -24 -14 -26 27 -27 -29 -8
right_child=1 -3 -4 5 10 6 29 -9 -10 11 -12 -13 24 14 17 -17 -18 18 21 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-19.6725600156838 780.8583760201634 5.015024754153508 -16427.547315719039 -7050.0050921167558 -4135.4165684062145 30703.246650741348 4168.387058090605 -191.00051862828113 -46000.136432658452 17027.407143935339 -23452.296990418366 74498.994776710315 -10047.626112533402 72439.795546733469 -55118.974988511036 77877.583287217887 14321.380651274181 44287.654887105084 -41474.648593222133 -49928.825423177084 163988.71468750003 17634.258318549786 -24413.058016795036 61498.433077566966 -30204.589509277343 13324.483538411459 -13845.237513950893 54632.109298780495 202971.27034646738 -4672.7140614332975
leaf_weight=2794702 28251 1232124 405 1515 1522 201 7422 1181 71 744 690 37 728 138 34 144 252 182 74 24 20 259 212 49 80 45 42 41 23 2592
leaf_count=2794702 28251 1232124 405 1515 1522 201 7422 1181 71 744 690 37 728 138 34 144 252 182 74 24 20 259 212 49 80 45 42 41 23 2592
internal_value=0 42.9825 1038.78 1190.67 -13.6611 3467.98 4559.77 10417.8 14102.8 15384.6 -10161 7252.97 5791.96 24289 30688.5 46479.5 34886.4 16468.7 20822.9 44875.4 56139.2 4498.95 8677.94 -8284.08 -2924.59 19523.8 45869.9 68879.4 107941 1879.98
internal_weight=0 1.2791e+06 46978 46573 30463 16110 14595 4581 3400 3329 2212 1740 1703 1589 1127 534 390 593 559 226 202 333 462 261 959 231 151 109 64 10014
internal_count=4073804 1279102 46978 46573 30463 16110 14595 4581 3400 3329 2212 1740 1703 1589 1127 534 390 593 559 226 202 333 462 261 959 231 151 109 64 10014
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=31
num_cat=0
split_feature=1 0 1 0 6 1 6 0 4 6 6 5 6 6 6 3 3 6 4 5 7 6 0 6 0 1 4 5 1 4
split_gain=3.2786e+11 2.08826e+12 5.81189e+12 1.71814e+13 1.9306e+13 1.61206e+13 3.3877e+13 1.59462e+13 1.6074e+13 1.47257e+13 1.34614e+13 1.30802e+13 1.46452e+13 1.24894e+13 2.68634e+13 2.01223e+13 1.60268e+13 2.73888e+13 1.61142e+13 1.12234e+13 1.19383e+13 1.12081e+13 1.11295e+13 1.0446e+13 2.66959e+13 1.76314e+13 1.20247e+13 1.03363e+13 9.74618e+12 1.30684e+13
threshold=82.860505900000007 54.980317700000008 82.886781200000016 54.945424150000001 60.305000000000007 82.92647190000001 67.445000000000007 54.947759400000002 4.5000000000000009 39.025000000000013 54.410000000000004 2.5000000000000004 54.410000000000004 101.02000000000002 80.720000000000013 3.5000000000000004 4.5000000000000009 114.05000000000001 8.5000000000000018 3.5000000000000004 6.0000000000000009 53.995000000000012 54.916864950000011 78.605000000000004 54.962581500000006 82.901648750000021 14.500000000000002 1.5000000000000002 82.901648750000021 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 11 6 7 8 22 -9 -2 -5 21 14 -6 -15 -17 -18 -19 20 -16 -13 -4 -8 25 26 -25 -11 29 -10
right_child=1 -3 5 4 13 -7 23 9 28 27 -12 12 -14 15 19 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-15.122748396545589 -1103.1332344463165 177.23062588070624 7598.0850068933833 4283.7357363139663 12233.292290067813 -27.671436935740935 -23700.661506473516 1665.0435735870306 1860.5097851107582 -18090.227956526014 -21252.973636689672 21066.948281250003 321.60819076045868 83026.292838541674 73931.50925259525 -78776.286993243251 -66726.567143110791 -14688.110402960527 76246.722929687501 1183.9352992913662 15019.322530381944 -45573.437313286166 87378.325119357643 109267.7861624053 -18440.367575956523 5840.4822241806405 11001.983515625001 -6091.7187021126074 -766.71403763087847 21650.962175573681
leaf_weight=3172333 1870 541783 34 3397 1019 332339 902 2228 1127 855 403 30 310 21 146 37 44 38 40 39 45 159 36 33 653 164 20 4480 8745 474
leaf_count=3172333 1870 541783 34 3397 1019 332339 902 2228 1127 855 403 30 310 21 146 37 44 38 40 39 45 159 36 33 653 164 20 4480 8745 474
internal_value=0 53.2179 -133.577 2602.78 5709.62 -192.627 -2968.24 -1668.05 869.661 -5163.07 -4675.67 2062.98 -13055 15651.7 19200.8 -8974.55 -21125.6 -3641.38 31945.1 50069.8 60051.7 -34995.6 48627.9 -16160.2 -8342.35 22044.8 72186.4 -8014.63 546.534 7719.77
internal_weight=0 901471 359688 7598 5325 352090 19751 17979 10416 7563 2273 3896 499 1429 1249 180 159 122 78 230 191 189 70 1772 870 217 53 5335 10346 1601
internal_count=4073804 901471 359688 7598 5325 352090 19751 17979 10416 7563 2273 3896 499 1429 1249 180 159 122 78 230 191 189 70 1772 870 217 53 5335 10346 1601
is_linear=0
shrinkage=0.1


Tree=4556
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 6 4 3 4 3 6 1 1 3 3 7 4 4 4 1 6 4 6 3 4 3 4 4 6
split_gain=2.92401e+11 3.39133e+12 6.23972e+13 3.32604e+13 3.57561e+13 2.59974e+13 2.41642e+13 3.70219e+13 3.85662e+13 3.1775e+13 2.60144e+13 2.21764e+13 2.09513e+13 5.323e+13 5.91224e+13 6.79326e+13 4.84782e+13 3.53053e+13 3.17599e+13 2.6856e+13 2.46487e+13 2.90975e+13 1.96867e+13 2.09194e+13 1.92822e+13 1.86222e+13 4.05174e+13 3.57068e+13 6.56254e+13 2.8335e+13
threshold=45.073441650000007 45.055912800000009 39.029038350000008 38.948208550000011 45.059854000000009 45.067157700000003 116.05000000000001 4.5000000000000009 5.5000000000000009 9.5000000000000018 3.5000000000000004 59.505000000000003 38.97264950000001 38.977585500000011 4.5000000000000009 6.5000000000000009 6.0000000000000009 15.500000000000002 15.500000000000002 8.5000000000000018 38.965413050000002 106.49500000000002 24.500000000000004 79.710000000000022 17.500000000000004 24.500000000000004 17.500000000000004 23.500000000000004 22.500000000000004 65.805000000000021
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 25 6 11 12 -8 9 10 -9 -4 18 14 19 -16 -15 -18 20 -14 21 -5 23 -20 -13 26 -3 28 -28 -27
right_child=-2 2 5 4 -6 -7 7 8 -10 -11 -12 24 13 16 15 -17 17 -19 22 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-47.693076248126928 -9.6410425172815479 -4814.0117383928182 -3307.3598863249499 8402.7943427095997 2509.9260938309872 -18.888476998936238 -90399.291562500002 56042.026230468757 18861.960195329455 27925.32526041667 197598.09496410473 -12690.042003839098 -22243.325502100532 8144.0717594723292 264034.73962053575 47457.177076822918 153555.1851966595 38108.143398389628 -7166.7422190598008 97455.681253367453 37830.286641506173 -102481.40011393229 16456.675375221908 -41495.746033550946 26338.578851647013 -8570.3813887049801 38419.280037109376 3210.9991153492647 252750.25812499999 34081.027820490061
leaf_weight=387462 3606732 8697 8844 1698 36358 12558 20 20 144 36 37 4822 53 3242 28 30 29 306 937 29 302 24 267 219 130 295 50 85 20 330
leaf_count=387462 3606732 8697 8844 1698 36358 12558 20 20 144 36 37 4822 53 3242 28 30 29 306 937 29 302 24 267 219 130 295 50 85 20 330
internal_value=0 74.4482 668.91 2638.33 3801.07 -3310.88 10126.8 40254.5 51280.2 101476 147929 -6307.46 9046 14253.8 74742.9 152012 11886.3 48102.1 3430.31 20089.3 11478.8 6857.37 -8017.48 -13670.2 -11665.5 -2732.94 -3910.82 46767.1 99656.7 13949.6
internal_weight=0 467072 79610 53256 43779 26354 7421 257 237 93 57 13796 7164 3717 140 58 3577 335 3447 82 2024 1722 1423 1156 4952 9477 8852 155 70 625
internal_count=4073804 467072 79610 53256 43779 26354 7421 257 237 93 57 13796 7164 3717 140 58 3577 335 3447 82 2024 1722 1423 1156 4952 9477 8852 155 70 625
is_linear=0
shrinkage=0.1


Tree=4557
num_leaves=31
num_cat=0
split_feature=3 6 4 4 6 6 1 2 6 1 1 1 0 6 0 0 2 3 1 4 0 3 0 3 3 1 0 3 6 6
split_gain=3.28965e+11 2.45437e+12 6.08525e+12 2.4355e+13 1.10485e+13 9.49583e+12 1.0475e+13 1.583e+13 1.62533e+13 2.48125e+13 1.98347e+13 9.84189e+12 9.89133e+12 9.62092e+12 8.37766e+12 8.20406e+12 9.47189e+12 8.45577e+12 7.9959e+12 1.03471e+13 3.4303e+13 1.80206e+13 1.67916e+13 1.04686e+13 1.32393e+13 3.10062e+13 2.52983e+13 8.97059e+12 8.55853e+12 8.4851e+12
threshold=17.500000000000004 57.410000000000004 29.500000000000004 31.500000000000004 114.05000000000001 66.010000000000005 60.620042600000012 75.000000000000014 77.010000000000005 37.729575300000008 37.740454950000007 37.503969450000007 55.753967500000009 70.00500000000001 55.667390500000003 55.737027400000009 75.000000000000014 24.500000000000004 37.517483500000004 32.500000000000007 55.753967500000009 24.500000000000004 55.633951400000008 20.500000000000004 24.500000000000004 60.590708550000009 56.818587550000011 23.500000000000004 99.050000000000011 91.02500000000002
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 4 5 15 7 8 9 11 -10 -7 -13 -11 -9 -4 17 -17 29 20 21 22 -20 -22 25 26 27 -25 -26 -5
right_child=1 2 3 18 -6 6 -8 14 10 13 -12 12 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=5.4890841012584186 191.70824901652952 -1003.8346529287961 -11562.204290061585 4371.4454954815146 -37422.781850961539 65557.90967371325 73329.584935238498 39634.286227805402 29207.880598325697 157720.04979619567 -40312.58307291667 30847.124108886721 -58800.529531250002 76914.264529344509 -2788.5941390135108 91007.767452566972 -3685.3616347804218 12575.099652777779 -29560.285351562503 -155.09919611272053 -29339.174548177085 -15819.828873697916 -142762.03462171051 13643.633183593753 -5987.891826298428 -17931.398798934275 163811.66125 92886.377207031255 -72801.914882812503 41175.651254734854
leaf_weight=3927269 86944 52801 187 1231 39 34 38 55 283 23 48 32 20 41 303 28 66 27 20 3357 150 39 38 50 463 92 20 20 20 66
leaf_count=3927269 86944 52801 187 1231 39 34 38 55 283 23 48 32 20 41 303 28 66 27 20 3357 150 39 38 50 463 92 20 20 20 66
internal_value=0 -147.112 -641.456 2176.51 14948 16671.5 21976.5 19650.6 31500.9 58807.4 19126.4 23721.7 -3632.74 105954 3728.89 1566.17 21855.5 52504.5 -632.019 -2721.17 -12166.7 -68382.8 -103727 -5475.9 -93.2007 22892.6 64623.8 36284.4 -8754.52 6244.29
internal_weight=0 146535 59591 6790 1224 1185 877 839 481 150 331 86 52 64 358 308 121 55 5566 4269 912 97 58 815 665 182 90 70 483 1297
internal_count=4073804 146535 59591 6790 1224 1185 877 839 481 150 331 86 52 64 358 308 121 55 5566 4269 912 97 58 815 665 182 90 70 483 1297
is_linear=0
shrinkage=0.1


Tree=4558
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 1 7 1 6 6 1 1 6 0 0 6 6 0 3 0 1 1 6 6 1 1 6 0 6
split_gain=3.43623e+11 3.47574e+12 1.12475e+13 2.80289e+13 3.78586e+13 1.97788e+13 2.58698e+13 1.66343e+13 2.7312e+13 1.25334e+13 1.20528e+13 1.19276e+13 2.82803e+13 2.13121e+13 1.1912e+13 1.03724e+13 8.63832e+12 1.54806e+13 1.66516e+13 1.68694e+13 1.30822e+13 2.67274e+13 1.07176e+13 8.39819e+12 1.24602e+13 8.20471e+12 1.51362e+13 8.19069e+12 1.28973e+13 7.6701e+12
threshold=28.500000000000004 27.500000000000004 37.488790500000007 55.685785750000008 55.728148450000006 55.737027400000009 37.401708450000008 6.0000000000000009 37.46219940000001 38.010000000000012 78.010000000000005 60.590708550000009 37.843405600000004 49.010000000000012 59.939085000000013 55.60524465000001 69.015000000000015 53.005000000000003 55.834019500000004 9.5000000000000018 55.753967500000009 37.543519500000009 37.702956500000006 64.015000000000015 95.045000000000016 37.517483500000004 37.682335600000009 58.605000000000011 59.838047850000002 55.805000000000007
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 5 15 -5 29 14 -8 10 -10 -9 12 16 -13 27 -4 17 18 19 -6 -18 -22 -23 -11 -25 -19 -27 28 -7 -3
right_child=-2 2 3 4 11 6 7 8 9 23 -12 13 -14 -15 -16 -17 20 25 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.12623887090013003 -322.61384373613316 11996.040705422794 -4359.7434633437906 135683.15674712084 -41216.103757957178 -12910.36177172391 53789.190208333341 -101162.45529057019 20554.615919078482 -25166.890045250399 -27868.383879460518 -10797.184579613095 -37336.804800692473 121481.53847319505 -1507.8644285127714 -70585.054289062493 -48346.010959201391 15255.036569393384 96276.622112771744 24513.493572002437 -38330.118692203447 102706.96941406251 27102.401609375003 61602.05272090518 -31921.875446428574 129326.17538452148 47498.26953125 40816.425283702098 46417.62275041853 60037.378209134615
leaf_weight=4038147 32750 68 438 29 54 106 30 57 88 434 37 21 88 29 616 25 36 34 23 141 49 30 50 29 28 32 77 137 56 65
leaf_count=4038147 32750 68 438 29 54 106 30 57 88 434 37 21 88 29 616 25 36 34 23 141 49 30 50 29 28 32 77 137 56 65
internal_value=0 2.61457 3459.18 11114.6 23842.2 -1594.88 -4642.03 -19067.8 -22315.6 -14198.6 -72312.7 18957.6 15132.9 65924.5 6441.41 -7935.62 23911.2 32575 15803.2 6311.45 4955.74 19830.6 55454.1 -20427.3 15660.5 58143.2 71521.1 22818.5 7598.08 35474.9
internal_weight=0 4.04105e+06 2907 1156 693 1751 1618 703 673 579 94 664 614 50 915 463 526 361 218 195 165 129 80 491 57 143 109 299 162 133
internal_count=4073804 4041054 2907 1156 693 1751 1618 703 673 579 94 664 614 50 915 463 526 361 218 195 165 129 80 491 57 143 109 299 162 133
is_linear=0
shrinkage=0.1


Tree=4559
num_leaves=31
num_cat=0
split_feature=6 0 1 0 0 6 4 4 0 6 6 3 0 1 4 3 6 5 6 3 3 6 6 5 4 3 4 3 3 6
split_gain=3.01958e+11 1.84202e+12 5.51133e+12 9.29703e+12 1.27708e+13 2.7897e+13 2.56287e+13 4.16555e+13 3.05177e+13 1.90659e+13 4.39063e+13 1.79238e+13 1.52575e+13 5.49872e+13 2.49103e+13 2.96389e+13 2.21205e+13 2.77595e+13 4.19338e+13 4.36112e+13 3.25429e+13 2.10596e+13 1.93485e+13 1.66893e+13 1.66835e+13 1.46232e+13 4.07656e+13 2.48483e+13 2.46427e+13 1.38395e+13
threshold=87.395000000000024 59.933037250000005 30.242318500000007 59.939085000000013 59.990753350000013 156.15000000000003 11.500000000000002 5.5000000000000009 59.963561900000009 90.045000000000016 93.050000000000011 6.5000000000000009 60.028671700000011 30.205407000000005 15.500000000000002 5.5000000000000009 100.05000000000001 2.5000000000000004 93.050000000000011 14.500000000000002 13.500000000000002 106.49500000000002 104.01000000000001 3.5000000000000004 23.500000000000004 14.500000000000002 24.500000000000004 11.500000000000002 18.500000000000004 105.00500000000001
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 5 6 7 -5 -9 -8 11 -11 13 14 23 -16 17 -15 19 -19 -20 24 25 -6 -18 27 28 -14 -27 -24
right_child=1 2 -4 4 12 -7 9 8 -10 10 -12 -13 22 16 15 -17 21 18 20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=6.82537535191363 -191.7749107053414 -27525.017530634635 1567.6563939548821 -78921.546608398436 -16565.245524351059 -97095.550593750013 63971.94461436171 34618.41000715649 130071.59064236112 -23014.352399553572 6608.0438377467071 -114861.46532521803 9982.3604296875001 57272.215056818182 124237.7781467014 17840.289085388184 2867.2788395579269 -46925.802059377755 -76879.537388392855 87645.954027478452 -205228.9191576087 -34357.337553434554 -64759.074282525515 41820.626301549695 114271.597734375 -122973.91783854167 70242.272348484854 72969.488876255578 -9591.3961282869677 -8752.0625383570823
leaf_weight=3832905 220911 146 16549 25 248 25 47 131 45 42 704 43 595 22 36 96 41 142 140 29 23 106 49 61 20 36 33 70 41 443
leaf_count=3832905 220911 146 16549 25 248 25 47 131 45 42 704 43 595 22 36 96 41 142 140 29 23 106 49 61 20 36 33 70 41 443
internal_value=0 -108.597 810.695 -2831.92 -1737.12 7288.99 9805.49 41866.6 59024.1 2097.01 -1588.83 -69478.2 -6033.72 -15514.4 10494.6 46857.8 -37445.6 -51531.3 -58698 -24103.7 -94990.2 -7418.49 1179.71 -5039.23 39393.3 11025.9 -22748.3 16612.6 -62601.4 -14330
internal_weight=0 240899 19988 3439 3293 1062 1037 201 176 836 789 85 2231 964 441 132 523 356 334 171 163 167 1267 309 61 775 110 665 77 492
internal_count=4073804 240899 19988 3439 3293 1062 1037 201 176 836 789 85 2231 964 441 132 523 356 334 171 163 167 1267 309 61 775 110 665 77 492
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=31
num_cat=0
split_feature=4 1 1 7 3 6 6 1 4 4 0 0 6 3 4 6 4 4 3 3 5 4 6 1 6 3 6 6 3 6
split_gain=2.89602e+11 4.07347e+12 1.56102e+13 3.56133e+13 4.68723e+13 3.60773e+13 4.31695e+13 5.34013e+13 3.28754e+13 5.1102e+13 3.22841e+13 5.86824e+13 4.54937e+13 2.75764e+13 2.35627e+13 2.21715e+13 2.70504e+13 2.09854e+13 2.33299e+13 2.78232e+13 2.08922e+13 7.88539e+13 1.9985e+13 2.24449e+13 1.9445e+13 1.92542e+13 1.76154e+13 1.57066e+13 4.95638e+13 3.01994e+13
threshold=24.500000000000004 37.488790500000007 37.586700500000006 6.0000000000000009 5.5000000000000009 92.02500000000002 43.205000000000005 37.534144550000008 29.500000000000004 26.500000000000004 55.775215600000003 55.783232450000007 55.805000000000007 16.500000000000004 35.500000000000007 45.995000000000012 27.500000000000004 32.500000000000007 27.500000000000004 32.500000000000007 2.5000000000000004 25.500000000000004 37.995000000000012 37.517483500000004 42.205000000000005 17.500000000000004 40.490000000000002 71.030000000000015 20.500000000000004 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 -2 3 4 14 6 7 17 9 27 -11 -12 -13 -14 15 16 22 24 -19 -20 -17 -22 -3 -24 25 -6 -9 29 -29 -8
right_child=1 2 -4 -5 5 -7 8 26 -10 10 11 12 13 -15 -16 20 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=6.4769716644055313 504.66633014347758 -102545.69463975696 -125.2629226426323 -847.56469949065581 19088.526515874648 46875.148182896206 -20282.768708988053 -19073.632886669304 -4591.7786838279762 -4916.192471590909 -259008.20339673912 9105.7962086397074 -227379.51250000001 -63306.770312500004 49164.0594375 -83977.235303973663 64055.60756048387 -41071.525379599298 137117.3351934524 -23805.302059659094 115640.97412860578 -111604.0266891892 -70031.293920898446 46654.090636488974 139259.46249999999 80933.045997299385 -107020.14363708497 -21575.549464925134 -177222.25217097357 90097.880333533656
leaf_weight=3846796 73138 36 143084 8205 133 112 531 79 788 33 23 34 21 20 25 197 31 62 21 22 26 37 32 34 23 81 32 96 26 26
leaf_count=3846796 73138 36 143084 8205 133 112 531 79 788 33 23 34 21 20 25 197 31 62 21 22 26 37 32 34 23 81 32 96 26 26
internal_value=0 -109.756 -401.806 -4070.35 -14315.6 -8391.45 -11409.4 15839.2 -19133.8 -33280.9 -90465.1 -119272 -76420.1 -147344 -44970.8 -50959 -17749.5 35399.5 -1816.07 54784.8 -67946.9 -17820.4 -42611.8 -9920.64 51887.4 42497 -44427.6 -22248.4 -54746.2 -15130.4
internal_weight=0 227008 153870 10786 2581 2163 2051 453 1598 810 131 98 75 41 418 393 133 342 105 43 260 63 102 66 237 214 111 679 122 557
internal_count=4073804 227008 153870 10786 2581 2163 2051 453 1598 810 131 98 75 41 418 393 133 342 105 43 260 63 102 66 237 214 111 679 122 557
is_linear=0
shrinkage=0.1


Tree=4561
num_leaves=31
num_cat=0
split_feature=3 6 6 7 6 0 6 3 1 0 0 5 1 5 4 6 6 0 6 6 2 6 6 6 6 1 6 4 0 0
split_gain=3.05353e+11 1.17071e+12 2.64951e+12 1.96059e+12 4.42679e+12 5.51896e+12 3.8193e+12 8.17006e+12 5.19728e+12 3.75817e+12 5.57997e+12 2.73062e+12 2.67502e+12 2.53207e+12 2.49654e+12 3.08455e+12 2.32823e+12 2.08338e+12 1.82136e+12 2.55012e+12 1.61367e+12 1.57053e+12 3.81206e+12 2.75624e+12 2.59841e+12 2.58233e+12 2.37291e+12 2.27454e+12 4.62154e+12 7.08048e+12
threshold=31.500000000000004 142.05000000000004 114.05000000000001 6.0000000000000009 82.00500000000001 56.858606850000008 37.505000000000003 32.500000000000007 37.71815560000001 55.806294650000005 55.768246800000007 2.5000000000000004 37.768783500000005 1.5000000000000002 32.500000000000007 93.050000000000011 87.015000000000015 55.753967500000009 66.50500000000001 61.425000000000004 75.000000000000014 42.605000000000011 36.005000000000003 35.305000000000007 43.405000000000008 37.631035900000008 40.905000000000008 36.500000000000007 55.806294650000005 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 -9 -6 13 -11 18 16 21 -17 19 20 -5 22 23 -16 -23 -24 -27 -26 29 -29
right_child=1 -3 -4 14 11 -7 7 9 -10 12 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 24 25 -25 27 26 -28 28 -30 -31
leaf_value=-0.55542556572216506 36151.067106119794 -17299.251160037878 31169.684453125003 -359.45549256859761 -1290.4374945068359 47610.706471946025 -69235.27369342673 656.16242897727273 -13919.836280487805 -17.122584327491555 67595.5654296875 -47152.373991765206 16210.667675781251 -38117.491737689394 -1370.04582608851 3210.8349269701089 -28036.861799568971 44167.40107060186 33308.213550464534 -13923.944062885486 24039.06119140625 -31284.8232893319 23962.958590439623 -42773.496875000004 1832.8551570214318 11204.278688802084 -23853.455577674278 -5042.9453495420266 5619.8301815518471 -82384.96924804688
leaf_weight=4072128 21 33 30 41 20 22 29 33 41 37 20 37 34 33 82 23 29 27 37 38 80 29 118 20 557 75 26 29 55 20
leaf_count=4072128 21 33 30 41 20 22 29 33 41 37 20 37 34 33 82 23 29 27 37 38 80 29 118 20 557 75 26 29 55 20
internal_value=0 1349.51 1724.07 1176.41 -5737.49 -391.525 -4649.79 -8424.32 -36836.2 4243.42 25916.3 -31060.5 -6801.42 -17978.7 2934.46 1066.09 -100.323 25327.4 13324.9 8674.7 15771.8 701.022 6479.58 -9488.37 -1987.27 13916.7 2179.52 -701.897 -14277.4 -36611.1
internal_weight=0 1676 1643 1613 327 270 248 227 70 157 53 57 104 70 1286 1090 1040 50 196 159 121 1011 321 102 690 219 101 661 104 49
internal_count=4073804 1676 1643 1613 327 270 248 227 70 157 53 57 104 70 1286 1090 1040 50 196 159 121 1011 321 102 690 219 101 661 104 49
is_linear=0
shrinkage=0.1


Tree=4562
num_leaves=31
num_cat=0
split_feature=6 6 2 1 0 0 0 4 3 0 0 1 0 3 0 5 0 0 0 0 1 6 4 4 3 4 1 5 0 1
split_gain=2.89691e+11 4.47475e+12 1.58789e+13 3.64399e+13 3.06507e+13 6.06421e+13 3.09534e+13 2.25017e+13 3.17522e+13 2.55107e+13 2.03128e+13 4.55862e+13 1.85163e+13 2.61379e+13 2.35847e+13 2.4523e+13 1.87638e+13 2.29831e+13 2.98069e+13 2.2645e+13 2.82073e+13 2.42064e+13 3.05252e+13 2.22739e+13 1.83479e+13 4.66932e+13 6.57506e+13 5.52098e+13 4.70821e+13 4.57353e+13
threshold=46.805000000000007 48.005000000000003 75.000000000000014 37.534144550000008 55.806294650000005 55.743464250000009 55.858844800000007 10.500000000000002 11.500000000000002 55.93962770000001 55.728148450000006 37.475446350000006 55.850146250000009 3.5000000000000004 55.858844800000007 1.5000000000000002 55.595177750000005 55.749683450000006 55.783232450000007 55.721784200000009 37.768783500000005 47.805000000000007 11.500000000000002 20.500000000000004 6.5000000000000009 8.5000000000000018 37.631035900000008 1.5000000000000002 55.60524465000001 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 -9 -8 -2 -12 13 16 -14 -16 -5 19 23 -18 21 22 -21 -19 25 27 28 -15 -27 -26
right_child=1 -3 -4 12 6 -7 7 8 -10 -11 11 -13 14 24 15 -17 17 18 -20 20 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-29.108781844766909 3670.9757110382889 -8.0926660039571949 917.94494854243192 31471.352145070043 -44174.958061879697 43878.690267495767 120659.90412597657 -45966.557437972187 72664.421054687511 1520.4972942073173 -7486.0504181338029 -178406.22068359377 -96089.380598958349 -179984.66501358699 -78768.354841382592 -12856.319475927108 -29675.603844987389 38569.209578929229 -37374.632110218947 5174.194957386364 -13266.421452702705 -202504.50236002606 -163381.07961309527 -72085.329464285722 -46405.051273811005 -19919.205964949328 -1397.848918071546 -8774.5659367487988 108383.40602058532 1798.7633210299309
leaf_weight=1858867 1434 2104746 104798 58 233 415 32 91 30 41 71 20 48 23 66 390 322 136 162 22 37 24 21 21 251 37 266 104 126 912
leaf_count=1858867 1434 2104746 104798 58 233 415 32 91 30 41 71 20 48 23 66 390 322 136 162 22 37 24 21 21 251 37 266 104 126 912
internal_value=0 24.4293 645.628 -4646.1 4648.02 9986.7 -19607.3 9899.14 -16553.9 53746 763.636 -45050.9 -11916.2 -8419.25 -29414.6 -22396.2 -23314.3 -27579.5 -7282.35 -42778.6 -83347.5 -122049 -77143.5 23768.3 -1461.27 13480.7 29248.2 -39781.1 79259.5 -8604.64
internal_weight=0 2.21494e+06 110191 5393 2367 1940 427 194 121 73 1525 91 3026 2522 504 456 803 745 319 426 104 67 43 157 1719 556 429 127 163 1163
internal_count=4073804 2214937 110191 5393 2367 1940 427 194 121 73 1525 91 3026 2522 504 456 803 745 319 426 104 67 43 157 1719 556 429 127 163 1163
is_linear=0
shrinkage=0.1


Tree=4563
num_leaves=31
num_cat=0
split_feature=6 6 0 5 1 0 1 0 4 7 5 3 3 4 4 7 4 4 6 3 0 1 0 3 4 1 0 3 0 4
split_gain=2.94571e+11 2.46531e+12 1.24266e+13 2.47744e+13 3.02792e+13 2.46232e+13 5.15381e+13 4.29788e+13 2.69648e+13 6.20457e+13 2.66926e+13 3.17658e+13 3.0293e+13 2.14675e+13 2.06063e+13 1.33356e+13 1.30319e+13 6.18796e+13 2.45927e+13 2.20797e+13 1.82784e+13 1.62106e+13 1.47305e+13 1.37833e+13 1.29657e+13 1.61999e+13 3.70037e+13 2.08021e+13 1.58692e+13 4.11853e+13
threshold=55.015000000000008 56.805000000000007 56.904718250000009 2.5000000000000004 30.315889700000003 59.905532300000012 30.303340300000002 59.990753350000013 12.500000000000002 6.0000000000000009 1.5000000000000002 7.5000000000000009 2.5000000000000004 18.500000000000004 12.500000000000002 6.0000000000000009 17.500000000000004 18.500000000000004 55.805000000000007 8.5000000000000018 60.01610465000001 30.242318500000007 60.034792100000011 6.5000000000000009 13.500000000000002 30.323041000000003 60.034792100000011 9.5000000000000018 59.982409200000006 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 4 5 6 -4 8 9 -7 -11 12 -12 14 15 -8 19 -18 21 20 -9 -19 23 -20 -6 26 27 28 29 -26
right_child=1 -3 3 -5 24 7 13 16 -10 10 11 -13 -14 -15 -16 -17 17 18 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-21.80073502272402 -30.412391013529358 2.3119002149151697 2352.7570115701346 -4579.4840554661378 11047.772543861909 -7843.6548274025281 122178.01128771552 28944.958340282657 -6001.1062772156765 -18055.890399586977 -161279.47559267242 -161953.30572916669 -48087.213281250006 -5785.0821714339727 180249.90712890626 38373.81783735795 124939.89874822444 42397.100722746254 -59626.006044270835 -34589.768827690968 -10070.750386340962 -8905.7164880087203 6445.5579872905346 -10655.839323611377 -126452.11761209239 2453.3651462187272 -64653.908138020837 78743.595451388901 46275.052622767864 33340.160062210649
leaf_weight=2458121 76660 1520790 1306 3583 5386 319 29 178 488 67 29 48 128 31 20 55 44 217 75 225 369 86 414 246 23 4586 39 90 98 54
leaf_count=2458121 76660 1520790 1306 3583 5386 319 29 178 488 67 29 48 128 31 20 55 44 217 75 225 369 86 414 246 23 4586 39 90 98 54
internal_value=0 33.1679 527.678 2874.15 4697.11 -2271.18 8433.09 -7530.25 -23398 -37762.9 -72852.1 -90761.1 -68995.3 67254.7 89026.2 67306.2 1704.53 8786.33 3862.67 -8220.99 2625.4 27835.9 -6020.17 -22097.5 7663.17 3935.27 26290.6 39674.9 19582.4 -14390
internal_weight=0 1.61568e+06 94893 18233 14650 4374 1441 2933 1079 591 272 205 157 135 104 84 1854 1082 1038 772 547 303 735 321 10276 4890 304 265 175 77
internal_count=4073804 1615683 94893 18233 14650 4374 1441 2933 1079 591 272 205 157 135 104 84 1854 1082 1038 772 547 303 735 321 10276 4890 304 265 175 77
is_linear=0
shrinkage=0.1


Tree=4564
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 6 6 6 5 6 6 1 6 6 3 6 4 6 6 7 4 6 6 6 4 6 6 7 6 4
split_gain=3.09275e+11 1.52902e+12 1.66489e+13 1.03847e+13 6.96253e+12 2.46855e+13 9.00015e+12 1.08033e+13 6.38893e+12 1.33472e+13 8.58799e+12 6.20158e+12 1.25858e+13 9.43246e+12 7.54329e+12 6.09289e+12 6.57599e+12 5.65025e+12 7.32967e+12 5.07902e+12 7.47981e+12 6.93023e+12 4.53936e+12 4.5197e+12 7.66471e+12 4.19825e+12 1.24488e+13 5.84531e+12 5.79088e+12 7.88863e+12
threshold=61.78914120000001 61.686687400000004 5.5000000000000009 53.67029225000001 7.5000000000000009 114.05000000000001 95.045000000000016 91.02500000000002 2.5000000000000004 60.910000000000004 89.00500000000001 34.382014200000008 89.00500000000001 82.905000000000015 8.5000000000000018 101.02000000000002 9.5000000000000018 42.205000000000005 71.715000000000018 6.0000000000000009 9.5000000000000018 69.605000000000004 83.820000000000007 62.010000000000012 14.500000000000002 49.895000000000003 55.805000000000007 6.0000000000000009 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 25 5 8 7 11 9 -4 -10 12 13 19 -15 -8 -17 -13 -19 20 21 -6 -20 -21 -25 -3 -27 28 -28 -30
right_child=-2 2 4 -5 6 -7 15 -9 10 -11 -12 17 -14 14 -16 16 -18 18 22 23 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-1.3347751404184138 -328.78898769062198 2570.3177834713351 -10480.154088687423 -59719.664375000008 568.43931268340918 -113733.60590006511 71912.326187500003 -63944.85686383929 26823.577039292282 -90898.828260869574 -33282.75899621212 -247.35703115668016 74992.323675271749 -5181.989834872159 -75088.921124057117 56493.259239130435 -10312.605078125001 -10656.600098766628 16050.417459603243 5330.8908361775984 -8524.2996149018636 18527.929244601342 -22560.084253589528 12183.487030619959 70313.204537760423 17057.77262173318 -224.02913739450065 -13423.180519120067 40125.259142625189 7798.4119565602414
leaf_weight=4031233 28410 3682 201 25 1608 24 25 28 85 23 33 1537 23 33 29 23 41 1659 172 604 815 248 37 93 30 955 1021 190 83 834
leaf_count=4031233 28410 3682 201 25 1608 24 25 28 85 23 33 1537 23 33 29 23 41 1659 172 604 815 248 37 93 30 955 1021 190 83 834
internal_value=0 2.30902 1039.59 4612.11 -2251.33 -15697 -1548.81 -1955.43 -8817.28 -18737.4 10014.2 -1703.44 1263.34 773.239 -37880.4 30048.7 13695.8 -4738.19 -8433.27 1478.51 -538.498 2968.2 9215.07 8889.02 26361.5 4849.85 7572.27 3315.38 4956.42 10724.4
internal_weight=0 4.04539e+06 14161 6790 7371 366 7005 6916 342 224 118 6888 3483 3460 62 89 64 3405 1868 3398 2671 1856 209 727 123 6765 3083 2128 1938 917
internal_count=4073804 4045394 14161 6790 7371 366 7005 6916 342 224 118 6888 3483 3460 62 89 64 3405 1868 3398 2671 1856 209 727 123 6765 3083 2128 1938 917
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=31
num_cat=0
split_feature=0 7 0 3 4 6 5 4 6 4 6 1 6 6 6 1 3 6 1 6 4 6 4 1 6 1 3 3 1 4
split_gain=3.17485e+11 5.36386e+12 2.5683e+13 2.41541e+13 3.25467e+13 3.49361e+13 2.66288e+13 3.31714e+13 2.92828e+13 3.72297e+13 2.92348e+13 2.68004e+13 2.56052e+13 4.00926e+13 2.74971e+13 2.64906e+13 2.33986e+13 2.19538e+13 2.1898e+13 2.76408e+13 3.70842e+13 2.13254e+13 2.0688e+13 2.03593e+13 1.79873e+13 1.61169e+13 1.48995e+13 1.46776e+13 2.65918e+13 1.48965e+13
threshold=59.848366150000011 6.0000000000000009 59.856552950000008 19.500000000000004 26.500000000000004 86.030000000000015 2.5000000000000004 14.500000000000002 65.805000000000021 7.5000000000000009 74.615000000000009 30.389265100000003 73.00500000000001 75.605000000000004 67.91500000000002 30.330566300000005 9.5000000000000018 79.015000000000015 30.330566300000005 84.00500000000001 19.500000000000004 65.410000000000011 23.500000000000004 30.345769800000003 76.00500000000001 30.226173900000003 9.5000000000000018 2.5000000000000004 30.345769800000003 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 7 8 -3 -10 21 -11 14 -14 27 -16 -17 22 19 20 -19 -8 24 25 -12 -5 -20 28 -9 -30
right_child=1 2 -4 23 -6 -7 10 12 9 11 17 -13 13 -15 15 16 -18 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.7233429408245087 208.6544180017238 9114.8812829892049 -310.60511236595266 -2137.9563957093255 78967.526867378052 -37889.31805627211 -25637.942563657409 -31127.855984933034 -103805.3245625 82530.701562500006 33002.868315972228 -20146.408433112549 56827.565161887884 -77181.009098868541 7285.5201349431827 -188683.48455528845 -44812.852343750004 87212.690635016028 104431.9036997768 -101038.83598090278 -44068.025527954102 73543.52989912554 -118777.86862980771 -14548.754860276444 -77411.663312500008 42391.94680399666 19706.030101102941 -21346.384767618711 -20804.995345982144 55299.247251530287
leaf_weight=3711410 226503 1131 130647 126 41 424 27 112 50 28 36 276 97 29 22 26 20 39 35 27 48 110 26 182 25 229 51 1895 35 97
leaf_count=3711410 226503 1131 130647 126 41 424 27 112 50 28 36 276 97 29 22 26 20 39 35 27 48 110 26 182 25 229 51 1895 35 97
internal_value=0 -89.3389 -586.034 -7447.96 -9740.31 -10519.8 -7784.12 -10424.4 1258.66 -23841.3 15991.2 -10689.3 -17860.9 25984.3 -20364.1 -82966.9 -126131 -2150.9 16090.5 -12649.3 14782 53996.8 -44085.2 12645.3 -12249 26587 54187.5 -18373.9 4711.2 35120.1
internal_weight=0 362394 135891 5244 4707 4666 4242 3818 1485 354 424 304 2333 126 2207 68 46 287 200 114 87 137 87 537 61 355 86 2139 244 132
internal_count=4073804 362394 135891 5244 4707 4666 4242 3818 1485 354 424 304 2333 126 2207 68 46 287 200 114 87 137 87 537 61 355 86 2139 244 132
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=31
num_cat=0
split_feature=4 1 6 6 3 3 4 3 5 4 6 6 6 6 6 2 4 3 3 6 1 3 6 0 6 5 3 3 3 6
split_gain=3.25114e+11 2.01584e+12 3.57567e+12 3.87525e+12 5.77902e+12 3.75118e+12 3.2482e+12 3.05093e+12 2.62979e+12 9.65477e+12 6.57375e+12 6.12668e+12 4.97696e+12 7.92382e+12 5.47779e+12 5.20376e+12 7.5842e+12 7.37127e+12 5.31948e+12 4.73939e+12 4.55224e+12 6.01883e+12 1.06489e+13 3.98526e+12 3.92305e+12 5.32317e+12 5.70394e+12 4.92082e+12 3.60189e+12 3.58288e+12
threshold=9.5000000000000018 107.59716050000002 120.05000000000001 110.01500000000001 8.5000000000000018 6.5000000000000009 11.500000000000002 10.500000000000002 2.5000000000000004 17.500000000000004 82.905000000000015 67.00500000000001 79.015000000000015 79.710000000000022 89.00500000000001 9907.0000000000018 15.500000000000002 10.500000000000002 6.5000000000000009 78.010000000000005 118.02765200000002 3.5000000000000004 70.50500000000001 56.638205000000006 96.050000000000011 3.5000000000000004 5.5000000000000009 4.5000000000000009 9.5000000000000018 73.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -3 11 -11 -10 19 -14 15 18 17 -17 -15 20 29 -22 -23 -24 27 -26 -27 -16 -29 -13
right_child=1 2 6 4 -6 -7 7 -9 9 10 -12 12 13 14 24 16 -18 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-30.329086499402816 31.357003215187582 -505.18839692765982 31162.837197580644 -30477.922734375003 -56869.383526611331 30768.96515625 -28566.164583333331 22989.678835227274 -19718.687140327067 -652.98125000000005 65082.123400878911 -16334.52633528646 -66031.412214461627 -11645.952266438802 -13173.460186298078 -9479.8646460914042 32052.070244140628 -60462.100756048392 -66395.23284040179 41425.967832623108 47094.953731863847 38435.761464475239 -40589.88117792039 4104.8828638980258 -12319.992993289263 -8209.4414921874995 60794.520610776162 42545.735162450401 -560.1337332589286 10434.410653320314
leaf_weight=1892492 2175324 4148 62 20 32 20 24 22 295 29 32 150 23 36 39 333 40 31 35 33 42 53 42 38 195 25 23 63 28 75
leaf_count=1892492 2175324 4148 62 20 32 20 24 22 295 29 32 150 23 36 39 333 40 31 35 33 42 53 42 38 195 25 23 63 28 75
internal_value=0 26.3133 -1805.96 -2137.14 -25194.4 145.521 16224.8 -3909.02 -1851.3 -5214.97 33831 -6704.52 -3760.37 -8116.27 -6545.46 -13667.6 -9279.8 -13821.8 -38635 5001.74 1996.74 14093.1 3671.47 -19359.9 2524.32 -4976.79 24855 16545.6 29282.4 -7411.55
internal_weight=0 2.18131e+06 5988 5880 72 40 108 46 5808 1660 61 1599 1304 871 848 475 404 364 71 433 400 175 133 80 373 243 48 130 91 225
internal_count=4073804 2181312 5988 5880 72 40 108 46 5808 1660 61 1599 1304 871 848 475 404 364 71 433 400 175 133 80 373 243 48 130 91 225
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=31
num_cat=0
split_feature=1 4 6 6 0 6 4 2 0 4 4 6 0 0 0 6 3 6 4 4 7 4 1 0 0 6 0 1 1 6
split_gain=3.18294e+11 2.35919e+12 2.37698e+12 3.46214e+12 4.21505e+12 3.6154e+12 3.42394e+12 3.99989e+12 3.62335e+12 2.70585e+12 3.70695e+12 2.48128e+12 2.7878e+12 2.66375e+12 6.49074e+12 3.03669e+12 3.69929e+12 6.3635e+12 2.47881e+12 8.39691e+12 9.44491e+12 1.17639e+13 7.68137e+12 1.24066e+13 9.67141e+12 7.37813e+12 6.95764e+12 7.13541e+12 8.90602e+12 8.31216e+12
threshold=91.292296250000007 26.500000000000004 37.995000000000012 35.995000000000012 56.006509350000009 27.215000000000003 5.5000000000000009 5325.0000000000009 56.105603650000006 11.500000000000002 13.500000000000002 32.005000000000003 61.78914120000001 56.148747500000006 56.041614100000011 35.010000000000012 2.5000000000000004 35.305000000000007 14.500000000000002 16.500000000000004 6.0000000000000009 15.500000000000002 92.90968070000001 55.988910100000005 56.020150250000007 83.010000000000005 53.715816400000008 92.865667950000017 92.791023150000015 56.805000000000007
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 3 4 -2 -6 11 8 -8 -10 -11 12 -7 14 -13 -15 17 -17 -4 20 -20 26 23 -23 25 -25 -22 28 -28 -30
right_child=1 -3 18 -5 5 6 7 -9 9 10 -12 13 -14 15 -16 16 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-5.318584064027835 -1110.4148224653184 -29409.937094907411 145.76578814524646 -2924.7140770140995 -3638.9466270663565 3663.190036134331 84.320807372458972 -6902.7988426904303 13300.242013059476 -18606.195446901063 9719.022257728886 5109.6215407967011 -9706.4083835736437 1153.7421165980174 25537.363413036117 79070.201686789776 1205.3462468551377 10436.077073102679 1209.7700950925509 -157.67112068098447 48542.301253131911 29256.442570395222 280.56358289216695 -4996.6648203434561 11842.782715579064 -59659.871742466523 -9049.8811197916675 1872.4160988136573 20509.729296875001 88054.623499177629
leaf_weight=3931467 15183 27 94126 5466 1091 1889 2284 625 417 74 123 426 170 631 245 22 59 35 4197 12530 99 304 1121 209 718 28 30 135 35 38
leaf_count=3931467 15183 27 94126 5466 1091 1889 2284 625 417 74 123 426 170 631 245 22 59 35 4197 12530 99 304 1121 209 718 28 30 135 35 38
internal_value=0 146.904 152.511 -659.914 -128.016 1715.49 2550.01 352.859 1917.66 8737.43 -920.907 4776.23 2559.34 7995.27 12568.3 3887.46 18758 36926.4 358.104 1386 4183.55 8777.21 6301.18 11661.9 6061.09 -11454.8 26263.8 16996.6 36819.6 55670.1
internal_weight=0 142337 142310 28740 23274 8091 7000 3523 2898 614 197 3477 2059 1418 671 747 116 57 113570 19444 6914 2717 2380 1259 955 237 337 238 103 73
internal_count=4073804 142337 142310 28740 23274 8091 7000 3523 2898 614 197 3477 2059 1418 671 747 116 57 113570 19444 6914 2717 2380 1259 955 237 337 238 103 73
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=31
num_cat=0
split_feature=6 4 5 0 0 1 1 6 1 6 0 1 7 6 7 6 0 0 6 6 2 0 0 1 3 1 1 0 1 0
split_gain=3.01837e+11 2.72567e+12 7.71276e+12 1.94942e+13 7.73393e+12 1.58399e+13 8.62008e+12 1.14157e+13 9.52054e+12 1.44476e+13 1.84501e+13 8.94539e+12 9.90758e+12 9.27909e+12 8.17812e+12 7.65231e+12 7.6807e+12 8.09974e+12 7.25446e+12 7.59569e+12 1.70339e+13 1.21691e+13 2.18849e+13 1.71362e+13 1.39714e+13 1.197e+13 1.07998e+13 1.37537e+13 8.80453e+12 8.24798e+12
threshold=41.505000000000003 23.500000000000004 1.5000000000000002 44.249882500000005 47.285193200000002 39.749243900000003 39.069277450000008 36.905000000000008 39.366401150000009 40.610000000000007 45.001720900000002 39.018051150000005 6.0000000000000009 39.355000000000011 6.0000000000000009 32.005000000000003 55.737027400000009 55.850146250000009 40.490000000000002 39.810000000000009 915.50000000000011 55.702806750000008 55.840017500000009 37.897576350000001 11.500000000000002 82.956351500000011 82.981285100000022 55.034466500000008 37.503969450000007 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 9 -8 -11 13 -13 -9 -3 16 -5 -18 19 -6 21 23 -23 28 -25 -22 27 -27 -21 -30
right_child=-2 2 3 15 18 -7 8 11 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 20 25 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=81.008059398417558 -18.687295497853068 -17498.941770703346 55825.34184805063 -28068.508259383492 46.699354601860179 -15675.573681622966 5609.8787326173015 14430.631221480919 -887.55576120150931 85475.680419921875 2422.4521204534567 -16526.769011271161 786.24039532619975 -913.58565096207428 -5095.1476759594625 -7221.6479094584429 72937.292119565231 10685.167208555797 -2739.2877833071393 -6680.9428867769566 -2695.772574846711 24060.546075110989 1453.3814158301179 -1948.374828125 -106648.62095477765 6221.3228646113957 718.02743326822929 55811.211352539067 -9993.1382728192457 17550.831439294605
leaf_weight=1206214 2768799 889 52 46 67341 864 966 565 5122 54 53 600 736 1303 1322 3315 23 229 8334 453 3570 1022 737 25 26 116 282 108 139 499
leaf_count=1206214 2768799 889 52 46 67341 864 966 565 5122 54 53 600 736 1303 1322 3315 23 229 8334 453 3570 1022 737 25 26 116 282 108 139 499
internal_value=0 39.6484 -465.343 -4966.86 -291.909 -2612.9 -1640.8 -4555.28 906.725 9471.78 44337.2 -741.1 -6989.06 3727.46 -10082.5 -5841.81 9507.75 16366.9 58.3799 372.11 3512.92 9369.8 14588.4 1331.68 -55325 -655.579 13738.7 30130.7 3980.16 11549.9
internal_weight=0 1.305e+06 98791 3665 95126 12474 11610 5415 6195 1073 107 3204 1336 1868 2211 3613 298 252 82652 74318 6977 2901 1759 1142 51 4076 506 224 1091 638
internal_count=4073804 1305005 98791 3665 95126 12474 11610 5415 6195 1073 107 3204 1336 1868 2211 3613 298 252 82652 74318 6977 2901 1759 1142 51 4076 506 224 1091 638
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=31
num_cat=0
split_feature=0 2 2 0 4 4 1 1 6 1 4 6 6 4 6 6 1 4 5 7 1 6 6 1 6 6 4 0 4 0
split_gain=3.07445e+11 2.40061e+12 3.87244e+13 2.81066e+13 2.90889e+13 2.06007e+13 1.40867e+13 2.43851e+13 2.18424e+13 1.3652e+13 1.3195e+13 2.12987e+13 2.27794e+13 1.5452e+13 2.46606e+13 1.83811e+13 2.66947e+13 2.29653e+13 2.02757e+13 1.7422e+13 1.53971e+13 1.49374e+13 1.23757e+13 1.29501e+13 2.15592e+13 2.2315e+13 3.23064e+13 1.5865e+13 3.93782e+13 3.55454e+13
threshold=54.94110555000001 2810.0000000000005 2764.0000000000005 53.175387700000009 13.500000000000002 10.500000000000002 39.135518400000002 38.927872750000006 69.015000000000015 39.069277450000008 9.5000000000000018 70.50500000000001 53.995000000000012 4.5000000000000009 54.710000000000008 70.50500000000001 38.166910000000009 5.5000000000000009 4.5000000000000009 6.0000000000000009 37.649344350000007 80.720000000000013 40.905000000000008 56.02161850000001 189.00000000000003 247.90000000000001 5.5000000000000009 54.431501800000014 20.500000000000004 53.715816400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -9 13 12 -12 14 20 19 18 -18 -17 -15 -1 -13 -8 24 27 26 -26 29 -29 -24
right_child=-2 -3 3 -5 -6 -7 22 8 -10 -11 11 21 -14 15 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=8624.1968194899328 -18.8191422108337 -10.792382646511284 24178.469245054457 -69610.925506270563 -1563.7076996661544 102131.41898437501 -795.00587251069112 -20544.305122149221 -24436.910165667337 -3253.029116573075 -1946.6561208024593 20431.901002088489 -16677.384972582597 834.04670232349918 -17784.086701984954 24583.860200582971 -2281.9203362880612 -104028.84522429436 -40254.070343137253 22620.909737869584 -7622.9947143005311 -2463.284381420824 1401.5836225054172 -702.42131313930065 -461.91445312500002 -849.69469643450793 161256.38369791667 6128.4434399535821 -4040.6835612051327 -12864.377447934832
leaf_weight=1228 2772653 1140966 1080 38 545 35 41335 526 722 3461 2677 505 1727 9369 1011 888 78 31 51 382 1111 654 43279 24213 21 47 30 18528 4793 1820
leaf_count=1228 2772653 1140966 1080 38 545 35 41335 526 722 3461 2677 505 1727 9369 1011 888 78 31 51 382 1111 654 43279 24213 21 47 30 18528 4793 1820
internal_value=0 40.1021 402.614 15424 17370.6 26625.4 241.678 -1967.27 -8432.47 -5534.25 -422.802 -4548.97 -7723.22 1199.49 -4733.83 3040.1 15624.6 -31219.1 21062.3 1687.56 906.954 7512.62 644.052 1285.52 1988.02 48857.7 94666.5 1920.88 4038.45 825.871
internal_weight=0 1.30115e+06 160185 1698 1660 1115 158487 24421 4709 3987 19712 5563 4404 14149 3350 10799 1048 109 939 9751 2339 1159 134066 92731 68518 98 51 68420 23321 45099
internal_count=4073804 1301151 160185 1698 1660 1115 158487 24421 4709 3987 19712 5563 4404 14149 3350 10799 1048 109 939 9751 2339 1159 134066 92731 68518 98 51 68420 23321 45099
is_linear=0
shrinkage=0.1


Tree=4570
num_leaves=31
num_cat=0
split_feature=4 1 1 4 0 6 0 3 0 4 0 7 6 6 4 0 6 4 4 3 6 5 0 4 6 4 6 5 6 7
split_gain=3.07965e+11 2.02004e+12 6.4555e+12 1.26752e+13 1.38102e+13 1.30001e+13 9.76974e+12 9.50694e+12 1.17706e+13 1.32761e+13 1.105e+13 1.41586e+13 1.8732e+13 2.37487e+13 2.22489e+13 1.15218e+13 1.0078e+13 9.23068e+12 1.02178e+13 8.83274e+12 8.99038e+12 8.88935e+12 7.57877e+12 7.55673e+12 1.06007e+13 1.15965e+13 1.30392e+13 9.06957e+12 5.19549e+13 8.97565e+12
threshold=9.5000000000000018 82.991167100000027 82.981285100000022 18.500000000000004 55.055052800000006 51.405000000000008 55.080855950000007 14.500000000000002 55.046782850000007 10.500000000000002 54.998919050000005 6.0000000000000009 93.050000000000011 81.02500000000002 15.500000000000002 55.030407050000001 104.01000000000001 12.500000000000002 14.500000000000002 1.5000000000000002 74.615000000000009 3.5000000000000004 54.998919050000005 23.500000000000004 72.50500000000001 19.500000000000004 33.805000000000007 2.5000000000000004 59.815000000000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 8 9 16 11 12 13 -11 -14 -12 22 -17 -19 20 -10 -21 -4 24 25 -5 -27 28 -25 -29
right_child=1 -3 3 6 5 -7 -8 -9 19 10 15 -13 14 -15 -16 17 -18 18 -20 21 -22 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=-29.51839379095048 51.591444621769654 -217.00605492456003 18714.036973845654 -8105.4715851276678 10644.319622679337 41317.071461070671 14901.884914328837 -6524.7384952613866 -7690.1953320312505 12187.059969747943 59367.059943181826 -16291.89719852385 11876.824533155488 -43662.657844716501 131568.70159375001 -29729.311325073242 -45373.693817934785 32509.691461510574 6618.939942104993 -5171.6801172345258 -78202.275757575757 56849.150260416667 56504.767982219826 -1388.5639834070146 56288.280664062506 27005.480960648147 -47773.341361705046 -70936.987890625009 123094.87247767858 -10798.128816784789
leaf_weight=1892492 1876644 296528 624 410 643 176 242 833 40 354 44 488 41 97 25 64 23 167 1747 623 33 24 58 797 20 27 171 27 35 307
leaf_count=1892492 1876644 296528 624 410 643 176 242 833 40 354 44 488 41 97 25 64 23 167 1747 623 33 24 58 797 20 27 171 27 35 307
internal_value=0 25.61 63.7801 2873.82 5152.84 17235.8 -3958.74 3280.38 5114.99 7373.47 4495.06 -4074.96 7456.69 175.036 57214.7 8754.64 19732.3 7628.78 8877.96 -6591.47 -39565.5 -2871.06 21927.9 -6502.93 -15346.5 -17702.9 -37576.2 -1739.87 3848.12 -15659.7
internal_weight=0 2.18131e+06 1.88478e+06 8140 6104 819 2036 5285 4452 3732 3027 1005 517 451 66 2022 705 1978 1914 720 73 647 682 1794 628 608 198 1166 832 334
internal_count=4073804 2181312 1884784 8140 6104 819 2036 5285 4452 3732 3027 1005 517 451 66 2022 705 1978 1914 720 73 647 682 1794 628 608 198 1166 832 334
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 6 3 7 4 6 4 4 6 6 4 4 3 4 4 6 4 4 6 4 5 6 0 0 1
split_gain=3.33382e+11 2.18476e+12 1.22846e+13 2.00384e+13 9.81665e+13 3.62322e+13 2.12519e+13 1.54956e+13 1.33191e+13 1.2619e+13 1.35184e+13 1.11646e+13 2.54272e+13 1.07917e+13 9.91693e+12 8.85774e+12 8.75127e+12 9.17728e+12 8.35805e+12 9.44391e+12 8.32489e+12 1.00772e+13 1.55195e+13 1.57018e+13 1.10287e+13 7.48023e+12 1.35338e+13 7.10544e+12 1.19385e+13 9.51968e+12
threshold=91.292296250000007 92.791023150000015 56.041614100000011 55.972700350000004 56.006509350000009 3658.0000000000005 49.010000000000012 11.500000000000002 6.0000000000000009 6.5000000000000009 110.01500000000001 11.500000000000002 8.5000000000000018 67.445000000000007 55.805000000000007 13.500000000000002 16.500000000000004 5.5000000000000009 18.500000000000004 17.500000000000004 40.015000000000008 13.500000000000002 9.5000000000000018 56.010000000000012 14.500000000000002 4.5000000000000009 112.00500000000001 53.715816400000008 53.506098950000009 91.443676550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 9 13 18 12 -10 -6 -7 -13 25 -18 19 -11 -4 22 -22 -24 -23 26 -8 28 -2 -30
right_child=1 -3 20 4 8 14 7 -9 11 10 -12 15 -14 -15 -16 -17 17 -19 -20 -21 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.4431752868692911 -2191.0170127100159 -36.021660952945304 3764.1268796773652 18065.966550939225 1164.1785638314707 -14512.902887665341 56081.407970025917 -11352.471798780489 -47787.07816964286 -6415.0854247895704 -63080.602645596598 -24686.349816634807 45811.20736960019 28870.001604712703 -41131.227580275234 6849.9857211346898 -7231.7772986370592 59666.707682511624 -34600.574903528897 43384.418096454327 -5378.5384360823055 -42916.537270469365 16286.814049433318 116598.498515625 -11572.406436062549 3591.6123291015629 125732.85643229166 -396.33640009429831 11456.308615788523 -5753.4510073370693
leaf_weight=3931467 1648 116072 713 408 1512 391 398 41 35 1615 44 94 170 155 218 1696 46 37 103 39 756 127 71 20 967 24 30 12442 2085 380
leaf_count=3931467 1648 116072 713 408 1512 391 398 41 35 1615 44 94 170 155 218 1696 46 37 103 39 756 127 71 20 967 24 30 12442 2085 380
internal_value=0 150.345 973.949 1699.03 6452.42 -86.4061 35527.5 47896.1 1215.4 -2529.61 -8333.02 7725.52 29831 3740.3 -24041.3 5193.89 52436.6 22590.4 -6962 -5240.85 -5476.61 -8871.08 -682.221 38333.3 -15211.1 57917.2 60963.5 794.81 4398.08 8803.28
internal_weight=0 142337 26265 23611 6447 17164 984 576 5463 3468 1801 1995 205 1667 609 1790 535 83 1757 1654 2654 1941 847 91 1094 452 428 16555 4113 2465
internal_count=4073804 142337 26265 23611 6447 17164 984 576 5463 3468 1801 1995 205 1667 609 1790 535 83 1757 1654 2654 1941 847 91 1094 452 428 16555 4113 2465
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=31
num_cat=0
split_feature=1 1 3 4 4 4 4 6 6 6 0 1 4 4 0 4 0 6 4 6 0 0 6 6 6 6 5 4 0 7
split_gain=3.07286e+11 2.04809e+12 1.2889e+13 1.65786e+13 3.56218e+13 1.44526e+13 2.12484e+13 1.71284e+13 1.65148e+13 1.7317e+13 1.97816e+13 2.13992e+13 2.39346e+13 2.08177e+13 2.47486e+13 2.58277e+13 1.63392e+13 1.57135e+13 1.53434e+13 1.44183e+13 1.43025e+13 2.76924e+13 1.92504e+13 1.89277e+13 1.75341e+13 1.39671e+13 1.91538e+13 1.33549e+13 1.33403e+13 1.98151e+13
threshold=82.860505900000007 65.64204770000002 1.5000000000000002 5.5000000000000009 8.5000000000000018 17.500000000000004 14.500000000000002 60.005000000000003 64.405000000000015 76.00500000000001 55.046782850000007 82.648284550000014 7.5000000000000009 8.5000000000000018 57.14107305000001 9.5000000000000018 54.980317700000008 74.015000000000015 4.5000000000000009 101.02000000000002 54.998919050000005 54.988402950000008 74.615000000000009 57.995000000000012 68.00500000000001 43.905000000000008 2.5000000000000004 16.500000000000004 54.992080650000005 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 28 16 17 11 12 -11 -12 15 -15 -9 -10 -13 -6 21 23 -23 27 -22 -5 -27 -8 29 -4
right_child=-2 2 5 4 19 -7 20 8 9 10 13 18 -14 14 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.3485529510803937 51.521097847377114 57.926657259294338 1901.1581692316249 12069.395373445399 3914.4836458451427 6465.4139141510286 19973.755983915784 5393.9682465817295 554.04447993106749 -17182.522949652779 5827.8244411804671 -77196.071428571435 36202.156298099348 -78756.973805147063 -5921.4370523004509 1900.5049879807693 -13978.168344457608 19189.499337710538 -22860.083453487492 67617.316167534722 -156.69747461331426 -20765.38256851531 -100518.4308404738 27564.66261205067 -17360.201587124531 75977.117463204529 18335.064891581635 -9535.7940939747205 -1391.1034960116276 17962.148413449686
leaf_weight=3110892 901471 7787 12607 136 2722 2311 168 531 3237 225 1566 56 134 102 1051 65 2418 526 722 36 3982 1277 31 173 696 140 98 1760 16066 818
leaf_count=3110892 901471 7787 12607 136 2722 2311 168 531 3237 225 1566 56 134 102 1051 65 2418 526 722 36 3982 1277 31 173 696 140 98 1760 16066 818
internal_value=0 -14.6406 -586.38 2529.13 8673.22 -1259.72 -1630.02 -687.521 -4128.43 -1686.95 -6337.59 -17452 2743.79 -1798.4 -11603.5 -47363.3 -10490 3158.95 -26771.2 4745.99 -6306.28 -11232.7 -22655.6 -4121.24 -2716.26 37633.9 52242.2 -6964.42 553.1 2879.77
internal_weight=0 3.17233e+06 61441 10919 3132 50522 48211 40124 10633 7684 3921 1137 359 2784 1218 167 2949 3763 778 2758 8087 3409 1308 2101 4678 374 238 1928 29491 13425
internal_count=4073804 3172333 61441 10919 3132 50522 48211 40124 10633 7684 3921 1137 359 2784 1218 167 2949 3763 778 2758 8087 3409 1308 2101 4678 374 238 1928 29491 13425
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 1 1 0 3 1 0 4 6 0 4 1 0 0 1 2 0 6 0 1 4 4 1 0 0 1
split_gain=2.99056e+11 2.67377e+12 1.68603e+13 3.29629e+13 2.56608e+13 2.69093e+13 2.34471e+13 2.77833e+13 2.80558e+13 2.61798e+13 3.09485e+13 2.20461e+13 1.51996e+13 4.54548e+13 1.4374e+13 4.05332e+13 3.05106e+13 3.33821e+13 1.3211e+13 1.84066e+13 2.39847e+13 1.84045e+13 1.54982e+13 1.24228e+13 1.19524e+13 1.13146e+13 1.0114e+13 1.92001e+13 1.79724e+13 8.79916e+12
threshold=39.305000000000007 39.995000000000012 55.60524465000001 55.539595350000006 47.899251850000006 37.488790500000007 37.563506350000004 55.753967500000009 5.5000000000000009 37.600779750000008 55.801384500000005 19.500000000000004 39.810000000000009 55.783232450000007 24.500000000000004 37.631035900000008 55.866549750000011 55.850146250000009 37.978059650000013 75.000000000000014 55.696737300000009 39.810000000000009 55.649510000000014 37.682335600000009 13.500000000000002 17.500000000000004 37.442254400000003 55.840017500000009 55.876067900000002 37.924401400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -8 -12 13 -9 16 -16 17 -11 19 21 22 -17 -21 24 -19 -5 -4 -28 -29 -22
right_child=1 -3 4 25 -6 6 9 12 -10 14 11 -13 -14 -15 15 18 -18 23 -20 20 29 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=46.195212194911903 -1672.6922575121735 -5.0991646037063019 -240.87736876029282 -11245.710262612161 -5365.4734904805809 -126366.045078125 -131796.41684027779 148210.59861505681 18101.096412323743 15876.913435912569 -33421.909159128292 79798.132263764885 3261.1489702497211 36144.456295477175 -112357.99697265626 -13904.860592662229 2320.8844336549782 12459.239843750001 -31430.677097189964 -1396.2126760382403 -4117.3878406107669 24080.711458629263 72767.932031473989 102230.86727356992 104471.76957031251 -31195.570262688761 -76377.450352328437 81137.357514880947 -22171.274217026657 36274.210459125905
leaf_weight=1042701 21995 2991604 5835 781 3962 20 27 44 41 2127 95 21 70 204 32 562 2213 48 111 38 247 165 109 59 20 447 51 21 85 69
leaf_count=1042701 21995 2991604 5835 781 3962 20 27 44 41 2127 95 21 70 204 32 562 2213 48 111 38 247 165 109 59 20 447 51 21 85 69
internal_value=0 -15.8912 -833.264 -2562.9 1634.62 3886.88 8437.92 32553.7 -29265.2 6900 -35369.4 -12925.2 44412 56027.2 7942.16 -1170.97 10661.6 18850.6 1563.84 4641.48 20225.9 -5283.65 53596.2 68654.3 39521.7 -18507.6 -914.794 -25961.3 -1704.47 4702.3
internal_weight=0 3.0311e+06 39499 23223 16276 12314 6322 379 61 5943 143 116 318 248 5800 1333 4467 2254 1301 1190 463 727 147 127 68 1228 5992 157 106 316
internal_count=4073804 3031103 39499 23223 16276 12314 6322 379 61 5943 143 116 318 248 5800 1333 4467 2254 1301 1190 463 727 147 127 68 1228 5992 157 106 316
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 6 5 4 0 4 4 5 4 4 0 6 4 0 0 0 6 0 1 4 6 0 4 6 0 6
split_gain=3.14299e+11 8.896e+12 2.24207e+13 3.69152e+13 1.96194e+13 1.56301e+13 1.22272e+13 1.21273e+13 1.67963e+13 1.19153e+13 1.39176e+13 9.95637e+12 9.89185e+12 8.38835e+12 7.73628e+12 7.22054e+12 9.85375e+12 8.7129e+12 1.94972e+13 9.86551e+12 8.75909e+12 7.86416e+12 6.60497e+12 4.48381e+13 2.7127e+13 3.76984e+13 2.51116e+13 1.9662e+13 1.95112e+13 1.82282e+13
threshold=61.273924650000005 60.770858000000011 56.791379400000004 52.990000000000002 56.986919400000012 77.010000000000005 2.5000000000000004 9.5000000000000018 56.986919400000012 3.5000000000000004 9.5000000000000018 3.5000000000000004 5.5000000000000009 2.5000000000000004 55.183288250000011 34.010000000000012 3.5000000000000004 55.214863500000007 56.638205000000006 55.60524465000001 60.005000000000003 55.183288250000011 61.29689960000001 17.500000000000004 95.045000000000016 55.193450100000007 21.500000000000004 125.02000000000002 55.173955500000005 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 15 8 -4 -7 11 12 -11 -6 -12 -3 -17 21 19 -19 -20 -18 23 24 28 27 29 -26 -2 -25
right_child=22 2 3 4 13 9 -8 -9 -10 10 14 -13 -14 -15 -16 16 17 18 20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-4.6233524476807633 7032.0443274499848 5.1196164282397554 6627.2803599411891 22295.730643281357 23396.802057081655 2624.0703382337415 3853.4447055172382 -11085.484393171557 -15365.017671403557 -53387.93666204637 -45702.70421262255 -20264.008753679802 -125396.56759236654 -37468.073735119047 -420.76918524380392 1854.0451920019293 -11258.345823002481 -18982.861342767337 -6369.5432634548861 -45792.805012439552 -37366.813758103395 1373.7674692321489 16.301090161715493 21817.002924725446 24246.072094157593 94276.434125905798 -10959.440972471495 -43682.574618765029 -1995.0682792979701 57264.196824082981
leaf_weight=2887841 3062 1999 1722 1129 31 148 1723 1010 435 93 51 69 24 84 145 1119 771 750 3019 168 94 1366 1154594 647 236 69 185 52 10981 187
leaf_count=2887841 3062 1999 1722 1129 31 148 1723 1010 435 93 51 69 24 84 145 1119 771 750 3019 168 94 1366 1154594 647 236 69 185 52 10981 187
internal_value=0 -17.6313 -2372.79 3691.21 18287.7 -4690.87 -3883.34 -2042.29 2192.12 -21464.7 -30797.5 -50391.5 -68158.9 -21061 -12203.3 -5318.89 -6779.39 -8345.67 -11082.2 -23889.3 -7305.54 -3183.72 43.7581 2099.78 665.273 27887 22371.5 11981.2 -26.7553 29765
internal_weight=0 2.90379e+06 15950 4411 1244 11539 11009 3167 2157 530 382 186 117 115 196 9286 7287 6168 4031 918 3113 2137 1.17001e+06 15419 14400 357 1019 288 14043 834
internal_count=4073804 2903791 15950 4411 1244 11539 11009 3167 2157 530 382 186 117 115 196 9286 7287 6168 4031 918 3113 2137 1170013 15419 14400 357 1019 288 14043 834
is_linear=0
shrinkage=0.1


Tree=4575
num_leaves=31
num_cat=0
split_feature=6 3 0 6 6 1 4 6 4 4 4 5 6 1 0 1 1 6 6 4 4 2 4 4 3 3 0 4 4 1
split_gain=3.17619e+11 1.79334e+12 9.35289e+12 1.53328e+13 1.95054e+13 2.22493e+13 4.56108e+13 5.86854e+13 7.98792e+13 3.54342e+13 2.67398e+13 2.14131e+13 3.56968e+13 2.47333e+13 6.11307e+13 1.9e+13 1.7469e+13 1.62898e+13 1.61806e+13 2.20393e+13 3.04947e+13 2.16046e+13 2.99966e+13 1.88834e+13 1.60831e+13 1.48372e+13 2.83883e+13 2.28672e+13 1.68555e+13 4.51349e+13
threshold=87.395000000000024 10.500000000000002 45.029425500000009 101.02000000000002 108.05000000000001 39.044653900000007 15.500000000000002 106.49500000000002 16.500000000000004 17.500000000000004 21.500000000000004 2.5000000000000004 120.05000000000001 39.908802000000009 44.685196900000008 37.318079750000003 37.343102500000008 93.050000000000011 104.01000000000001 23.500000000000004 14.500000000000002 2892.5000000000005 16.500000000000004 19.500000000000004 13.500000000000002 18.500000000000004 45.015054600000006 16.500000000000004 16.500000000000004 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 -11 12 13 14 -6 24 -17 -3 19 20 -7 22 -20 -24 -13 26 28 -28 -19 -30
right_child=1 2 -4 4 11 18 7 8 -10 10 -12 15 -14 -15 -16 16 -18 25 21 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=7.0001409344731815 -251.29779934689225 -2456.5064416851437 837.56568522934276 -102470.79685496795 -264411.13593749999 79271.16014278018 -95540.457022372168 259488.54812500003 23687.365762867648 71270.759872159091 -27679.12262369792 127366.18774414062 28358.419226371952 -17805.584967672414 -22849.420348011365 -59525.921844951925 -580.9968230195982 2649.5244608128323 8201.6976262019234 96502.620585937504 -41260.537584806749 19590.679885643116 213021.52447916666 90984.07722167969 6323.8231976052994 11733.752517850284 -128826.4871299342 -41980.896239583337 -7334.6688170212965 -96122.171781052224
leaf_weight=3832905 190738 1124 45884 39 20 29 44 20 51 44 72 21 41 29 22 52 1518 282 26 25 76 69 21 32 23 122 38 150 208 79
leaf_count=3832905 190738 1124 45884 39 20 29 44 20 51 44 72 21 41 29 22 52 1518 282 26 25 76 69 21 32 23 122 38 150 208 79
internal_value=0 -111.378 420.669 -4051.84 1567.52 18004.1 -2441.84 14446.2 90110.2 -19129.8 9853.59 -3651.07 -45933.7 -88834.8 -137879 -716.954 -2533.31 -10431.5 37861.8 12120.2 -7970.83 60472.6 96179.6 139339 64094 -20629.3 -25845 -59534.8 -14713.7 -31774.4
internal_weight=0 240899 50161 4277 2274 548 270 231 71 160 116 1726 112 71 42 1614 1570 2003 278 130 105 148 79 53 44 879 757 188 569 287
internal_count=4073804 240899 50161 4277 2274 548 270 231 71 160 116 1726 112 71 42 1614 1570 2003 278 130 105 148 79 53 44 879 757 188 569 287
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=31
num_cat=0
split_feature=6 0 0 4 1 5 3 0 6 6 3 6 3 6 1 5 4 3 6 4 0 1 4 3 4 6 3 4 5 6
split_gain=3.04039e+11 3.28124e+12 3.69059e+13 3.38426e+13 4.91019e+13 3.71574e+13 4.38325e+13 2.86129e+13 2.43487e+13 4.58318e+13 2.28073e+13 2.42076e+13 2.49249e+13 2.27849e+13 2.11839e+13 1.87217e+13 5.38845e+13 3.56113e+13 3.52466e+13 2.28671e+13 2.23038e+13 4.79063e+13 4.19379e+13 3.94369e+13 3.32451e+13 3.27077e+13 2.79802e+13 2.72058e+13 2.43761e+13 2.57041e+13
threshold=77.010000000000005 55.850146250000009 55.883833400000007 22.500000000000004 37.425454150000007 2.5000000000000004 20.500000000000004 55.866549750000011 81.02500000000002 83.010000000000005 24.500000000000004 92.02500000000002 15.500000000000002 89.00500000000001 37.543519500000009 2.5000000000000004 21.500000000000004 16.500000000000004 85.020000000000024 20.500000000000004 55.866549750000011 37.374856000000008 9.5000000000000018 16.500000000000004 8.5000000000000018 142.05000000000004 13.500000000000002 14.500000000000002 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 3 15 8 6 -6 13 -5 -10 11 -11 -13 14 -7 16 18 -18 19 -3 23 22 -22 24 25 -17 28 -24 29 -23
right_child=1 2 -4 4 5 7 -8 -9 9 10 -12 12 -14 -15 -16 20 17 -19 -20 -21 21 26 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.9690868845178571 260.30219936987004 -6432.0738533266131 30.523650468081101 -83302.992271205352 78711.738859462741 42149.743354067599 -80475.700312500005 156.06257469409039 128382.90109375001 -35013.906586134166 -131132.52304687499 100309.92414062501 -36414.803409830733 3616.5948139880952 135541.16485854643 -19095.710913918963 -39159.216764322919 121982.25414428712 -98460.8138761468 -114996.92961956521 -6839.6127889554791 -19986.79626032466 202277.65218750003 -49798.056766741072 5283.4978844100233 -137170.11287499999 -50.120423896257272 52681.679964717747 -2128.4156143695227 -49754.125843722468
leaf_weight=3595075 318790 124 152927 70 128 92 20 1547 20 225 20 30 24 105 33 381 24 32 109 23 73 559 20 175 1818 25 430 31 271 603
leaf_count=3595075 318790 124 152927 70 128 92 20 1547 20 225 20 30 24 105 33 381 24 32 109 23 73 559 20 175 1818 25 430 31 271 603
internal_value=0 74.8641 -294.751 -7388.76 2510.12 9058.39 57199.9 5048.85 -29894.6 -18174.9 -27978.1 -20583.5 39543.4 37958.2 66805.1 -12264.5 -35933.1 52921.6 -55370.1 -23418.4 -10580.8 -18416.4 41769.3 -4090.86 -494.298 -26366.3 -22422.3 111347 -29135.5 -35434
internal_weight=0 478729 159939 7012 2314 1925 148 1777 389 319 299 279 54 230 125 4698 312 56 256 147 4386 1987 124 2399 2224 406 1863 51 1433 1162
internal_count=4073804 478729 159939 7012 2314 1925 148 1777 389 319 299 279 54 230 125 4698 312 56 256 147 4386 1987 124 2399 2224 406 1863 51 1433 1162
is_linear=0
shrinkage=0.1


Tree=4577
num_leaves=31
num_cat=0
split_feature=6 6 2 1 1 4 1 4 4 1 1 6 1 1 1 0 0 0 1 3 2 4 0 5 3 0 4 5 1 1
split_gain=3.27821e+11 4.8277e+12 9.03697e+12 1.49739e+13 1.67085e+13 1.42998e+13 2.26979e+13 2.14629e+13 1.85985e+13 1.70704e+13 2.1438e+13 5.55048e+13 1.90399e+13 3.20836e+13 1.79024e+13 1.66325e+13 1.60651e+13 2.15204e+13 1.95205e+13 1.73765e+13 2.30751e+13 2.22294e+13 2.2864e+13 1.81494e+13 3.51192e+13 2.10701e+13 1.62256e+13 2.07521e+13 2.97055e+13 1.47356e+13
threshold=68.00500000000001 66.50500000000001 2828.5000000000005 83.117716000000016 83.007653300000015 24.500000000000004 37.488790500000007 13.500000000000002 28.500000000000004 37.702956500000006 37.755233900000007 67.00500000000001 37.843405600000004 37.858952300000006 37.924401400000008 55.676890650000011 55.806294650000005 54.604289300000012 30.323041000000003 3.5000000000000004 75.000000000000014 17.500000000000004 55.702806750000008 2.5000000000000004 2.5000000000000004 55.710673100000008 19.500000000000004 2.5000000000000004 37.702956500000006 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 -8 11 -11 -12 -14 -15 -10 17 -9 -18 20 21 23 -23 25 -25 -19 -21 -28 -29 -20
right_child=-2 2 3 -5 -6 6 8 16 15 10 12 -13 13 14 -16 -17 18 19 29 26 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-4.4193344364962632 -59.65663880292233 -2558.0937756129588 1959.285293354005 -3651.5763444474887 19207.8154075046 5478.7875735202861 -44248.90626062292 -10113.950507769156 20660.546145538981 153742.22489062502 -107127.99278846156 -6616.373242264759 93623.813053385413 -45506.251279737131 -11201.283351686687 -15599.487434242415 12261.006817100255 69141.769536420048 -9509.4458309668389 4358.5807486479598 7627.0396078867461 -29811.39699417373 57500.884682377044 -41808.550568181818 119161.54144021739 169161.08240792411 14809.136331026673 134394.43863075657 20645.188356702085 3868.6922056754761
leaf_weight=3250793 751260 12420 43224 4889 569 834 262 521 235 25 26 158 24 244 404 274 985 85 1912 2134 292 59 61 33 23 28 488 38 58 1446
leaf_count=3250793 751260 12420 43224 4889 569 834 262 521 235 25 26 158 24 244 404 274 985 85 1912 2134 292 59 61 33 23 28 488 38 58 1446
internal_value=0 13.489 824.852 1597.4 2183.39 -805.447 -7969.42 59.8124 -14758.6 -21839.2 -15174.8 15290.5 -23162.2 -19913.5 -24118.6 1141.39 4042.96 8773.16 -117.624 11755.9 27453.3 47485.4 14572.3 70855.6 24304.2 93925.3 8400.47 23170 65670.9 -3748.64
internal_weight=0 3.32254e+06 71751 48682 43793 23069 2486 20583 1652 1143 881 183 698 672 648 509 8163 3820 4343 3299 581 289 120 169 56 113 2718 584 96 3358
internal_count=4073804 3322544 71751 48682 43793 23069 2486 20583 1652 1143 881 183 698 672 648 509 8163 3820 4343 3299 581 289 120 169 56 113 2718 584 96 3358
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=31
num_cat=0
split_feature=6 6 4 2 4 1 6 1 1 0 4 1 3 0 0 1 3 4 4 1 1 1 7 0 7 3 4 1 1 0
split_gain=3.09409e+11 2.72116e+12 9.22565e+12 1.99559e+13 1.32577e+13 2.52003e+13 1.2973e+13 1.18189e+13 1.15322e+13 1.01909e+13 9.46167e+12 9.31368e+12 9.11547e+12 8.70644e+12 1.13546e+13 1.15851e+13 8.81924e+12 8.60032e+12 8.31798e+12 1.64801e+13 1.17098e+13 1.597e+13 2.10281e+13 1.41429e+13 8.71478e+12 1.05779e+13 1.04637e+13 1.16211e+13 2.53423e+13 1.92269e+13
threshold=41.505000000000003 41.005000000000003 23.500000000000004 36.000000000000007 20.500000000000004 37.543519500000009 41.365000000000002 37.873748150000004 37.71815560000001 55.791814000000009 24.500000000000004 39.178027400000005 16.500000000000004 59.990753350000013 59.963561900000009 30.362494150000003 2.5000000000000004 29.500000000000004 17.500000000000004 37.563506350000004 37.755233900000007 37.682335600000009 6.0000000000000009 55.753967500000009 6.0000000000000009 3.5000000000000004 5.5000000000000009 37.618684050000006 37.563506350000004 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 12 8 10 -6 -4 -9 -7 14 -5 -16 -15 -10 20 -20 21 24 -23 -24 25 -3 -27 28 29 -28
right_child=-2 2 7 13 5 6 -8 11 17 -11 -12 -13 -14 16 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=9.946096242415905 -18.920250444641166 -2037.9110364245132 -16963.003173760309 684.32578245494096 -49521.363038793104 62328.906711473654 130150.77627840909 13271.624213814306 -22905.856219509471 14728.191535526872 1685.2805180684882 -2956.4053548816769 2540.1664522058827 -6801.8724243753786 -37210.271868896489 2255.2855026135344 17115.985520702641 -771.75727302132782 -97462.397470238095 -1253.1161207932691 -11189.190543306791 3474.7362377565296 127118.04420479911 43154.152925531918 -3203.5073893481904 68061.226155323093 45158.096149533296 -29635.253402549344 129055.7277513587 -30974.925698061343
leaf_weight=1250329 2768799 154 360 48062 29 102 22 554 677 166 1114 978 34 207 160 139 604 237 21 117 208 67 35 47 322 59 86 38 23 54
leaf_count=1250329 2768799 154 360 48062 29 102 22 554 677 166 1114 978 34 207 160 139 604 237 21 117 208 67 35 47 322 59 86 38 23 54
internal_value=0 40.1427 730.677 1091.67 12139.4 29223.8 58906.5 -3943.45 -8341.48 5173.13 -2869.25 2911.96 47381.7 735.784 563.469 -18863.4 11011.2 -17166.5 7240.33 -15893.7 10161.2 15179.1 45034.8 78992.4 9134.97 18731.6 31033.5 20164.6 31774.4 15792.5
internal_weight=0 1.305e+06 54676 50756 1584 353 158 3920 2388 195 1474 1532 136 49172 48361 299 811 914 1231 138 1093 885 149 82 736 414 260 201 163 140
internal_count=4073804 1305005 54676 50756 1584 353 158 3920 2388 195 1474 1532 136 49172 48361 299 811 914 1231 138 1093 885 149 82 736 414 260 201 163 140
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=31
num_cat=0
split_feature=1 7 6 6 6 2 0 6 4 6 2 3 6 6 4 4 2 6 5 3 0 6 2 6 0 6 4 4 6 6
split_gain=3.07234e+11 1.32479e+12 3.30065e+12 7.48637e+12 2.93875e+12 2.90209e+12 6.49756e+12 2.77864e+12 8.53458e+12 2.41488e+12 2.11166e+12 1.96938e+12 7.22477e+12 5.57744e+12 3.81906e+12 1.35115e+13 1.02032e+13 9.87656e+12 2.12268e+13 9.26301e+12 9.05984e+12 7.30827e+12 6.83988e+12 8.28627e+12 6.64169e+12 4.68806e+12 4.41384e+12 3.69633e+12 8.64805e+12 6.4075e+12
threshold=113.48479755000001 6.0000000000000009 66.990000000000023 96.050000000000011 65.805000000000021 7912.5000000000009 51.768991500000006 101.02000000000002 9.5000000000000018 64.405000000000015 1696.0000000000002 7.5000000000000009 114.05000000000001 41.505000000000003 15.500000000000002 14.500000000000002 4829.0000000000009 49.895000000000003 2.5000000000000004 12.500000000000002 61.78914120000001 66.010000000000005 9907.0000000000018 62.995000000000012 52.02416370000001 74.615000000000009 11.500000000000002 12.500000000000002 100.05000000000001 105.00500000000001
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 4 5 9 -4 -7 -5 -9 -3 -2 27 13 -13 15 16 17 -15 -19 25 -16 -20 23 -18 -24 -17 -25 29 -29 -12
right_child=1 2 3 7 -6 6 -8 8 -10 -11 11 12 -14 14 20 19 22 18 21 -21 -22 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=-2.2096313228875837 20276.739955873843 -5012.1676815322444 41332.404989346593 -53330.236562500002 -40307.02645210598 -32321.971093750002 15863.704180525023 -45986.885040283203 28913.162823275863 20930.698711993246 93.869938542176371 14032.782336764114 -25240.831561834162 -77405.463822115387 17570.120752661922 -20221.687956237794 5226.2606644610969 51516.131289062498 -58299.356133497815 26110.8994140625 -29545.452304271941 -5339.8590413411466 -21660.645111498787 33381.689734135842 4694.8507490469774 -58497.267077636723 87298.997443181826 -4578.8178818594852 -54253.317701480264 11926.037433435164
leaf_weight=4047600 54 1186 33 20 23 32 223 32 29 37 20751 451 88 26 310 64 98 40 57 26 47 48 103 49 1334 64 22 451 38 468
leaf_count=4047600 54 1186 33 20 23 32 223 32 29 37 20751 451 88 26 310 64 98 40 57 26 47 48 103 49 1334 64 22 451 38 468
internal_value=0 341.31 -2433.12 5874.17 -4893.3 13428 9816.87 -20984 -10378.7 -4227.31 523.534 480.059 2962.73 3868.87 1865.4 108.719 2571.22 -20650.7 -10474 -28306 11367.2 -34089.3 5043.8 24073.7 2805.77 -39359.5 50088.5 156.744 -8439 354.837
internal_weight=0 26204 1615 369 1246 288 255 81 61 1223 24589 24535 2827 2739 2288 1931 1777 171 145 154 357 105 1606 169 1437 128 71 21708 489 21219
internal_count=4073804 26204 1615 369 1246 288 255 81 61 1223 24589 24535 2827 2739 2288 1931 1777 171 145 154 357 105 1606 169 1437 128 71 21708 489 21219
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=31
num_cat=0
split_feature=2 1 1 3 0 4 4 0 7 6 5 6 6 0 6 0 4 4 4 6 0 6 6 6 3 7 5 4 3 4
split_gain=3.03518e+11 5.6107e+12 8.37808e+12 9.64532e+12 8.84674e+12 1.52183e+13 5.72798e+13 5.28611e+13 1.77791e+13 1.5365e+13 4.56438e+13 1.64904e+13 1.26742e+13 1.59851e+13 1.63122e+13 1.11664e+13 9.98185e+12 2.06056e+13 9.52396e+12 8.27868e+12 8.2026e+12 8.04981e+12 7.34087e+12 1.33388e+13 1.65327e+13 1.38683e+13 1.28638e+13 2.38619e+13 7.90093e+12 7.22742e+12
threshold=1250.5000000000002 53.252814850000007 53.187400150000009 2.5000000000000004 56.858606850000008 12.500000000000002 14.500000000000002 56.872182500000008 6.0000000000000009 114.05000000000001 3.5000000000000004 134.05000000000004 59.815000000000005 56.850115550000005 102.04000000000001 56.872182500000008 27.500000000000004 20.500000000000004 17.500000000000004 81.705000000000013 56.385857200000011 104.01000000000001 71.030000000000015 112.00500000000001 6.5000000000000009 6.0000000000000009 3.5000000000000004 10.500000000000002 10.500000000000002 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 -1 -4 12 9 7 -7 15 -6 -11 -12 29 14 16 18 17 -14 19 -8 -3 -22 -15 25 -25 26 27 -24 -27 -5
right_child=-2 20 3 4 5 6 8 -9 -10 10 11 -13 13 22 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=50.788488523281067 -12.614167209674751 -18446.988306625597 -1926.6507076062878 4977.375837131427 3785.2135739097012 -110751.22097981771 25550.132640555246 475.71712028206167 -10995.879988314991 151671.57186104913 -66995.385920206711 38357.732599659459 7919.3938299106958 16123.136177612307 -42253.161095610121 12.811364020923577 -59304.806718749998 70754.283244977691 -3903.0091475323934 71335.925643382347 -1358.635879430685 -34877.300762261286 162442.13869485294 -62258.09462139423 43014.690459245961 18637.016739908853 16444.743093039775 40081.270813802083 76647.437311693837 -14053.562761033769
leaf_weight=687850 3356886 292 3614 3679 3304 96 175 77 767 28 24 39 767 250 63 404 20 56 82 51 14712 72 34 26 35 108 22 30 30 211
leaf_count=687850 3356886 292 3614 3679 3304 96 175 77 767 28 24 39 767 250 63 404 20 56 82 51 14712 72 34 26 35 108 22 30 30 211
internal_value=0 59.0644 100.066 2522.54 4071.91 1071.21 -6800.72 -61245.6 -432.255 4901.68 45438.1 -1776.79 6912.76 14924 6830.43 10947.4 10498.6 12194.9 25290.1 35882.3 -1849.69 -1521.88 28630 39601 -1855.68 50890.5 82409.9 105085 31248 3945.11
internal_weight=0 716918 701842 13992 10378 5047 1652 173 1479 3395 91 63 5331 1441 906 712 843 823 308 226 15076 14784 535 285 61 224 86 64 138 3890
internal_count=4073804 716918 701842 13992 10378 5047 1652 173 1479 3395 91 63 5331 1441 906 712 843 823 308 226 15076 14784 535 285 61 224 86 64 138 3890
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=31
num_cat=0
split_feature=4 6 6 1 1 1 1 3 1 3 7 5 0 1 5 0 0 0 4 1 4 1 0 0 2 0 1 5 1 6
split_gain=3.02147e+11 2.85662e+12 7.50153e+12 1.28308e+13 2.63224e+13 2.40287e+13 3.06054e+13 2.24569e+13 1.65426e+13 1.35991e+13 1.80943e+13 2.02872e+13 6.89788e+13 1.21187e+13 3.12639e+13 1.94749e+13 2.40773e+13 1.20337e+13 1.58151e+13 2.78565e+13 1.85048e+13 1.83539e+13 1.83362e+13 2.91005e+13 1.14139e+13 1.99252e+13 2.13998e+13 2.49343e+13 4.1388e+13 1.96894e+13
threshold=5.5000000000000009 95.045000000000016 93.050000000000011 65.593879100000024 92.90968070000001 60.590708550000009 59.999510900000011 4.5000000000000009 60.516422150000004 2.5000000000000004 6.0000000000000009 2.5000000000000004 55.728148450000006 30.303340300000002 3.5000000000000004 56.288960650000007 56.850115550000005 55.858844800000007 4.5000000000000009 43.047633000000012 2.5000000000000004 49.111590500000005 44.601833250000006 55.462387050000011 2691.5000000000005 55.660117850000006 30.277905650000005 3.5000000000000004 30.330566300000005 94.02500000000002
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 5 7 6 9 -5 -8 10 11 12 -4 14 -13 17 -17 18 20 -20 -15 -21 -22 -24 25 -11 -27 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 8 -9 -10 24 -12 13 -14 15 -16 16 -18 -19 19 21 22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=57.272244299645017 -17.029138956594142 -922.61859126532408 -41970.253135463172 30942.448424250157 -21912.596022727274 -32664.706063058038 150051.93542258523 128132.29754050926 25968.023837425597 72279.218718204938 -24207.914987366777 -7453.5283854166673 171425.96901041668 -1856.3197308708641 132063.65331357761 -79395.887177309778 2103.9488595349048 82310.948417968757 -35435.708789062504 114441.72128906251 114287.19902871622 -719.71421055947587 9997.7562323937054 123279.56334859913 -14268.88050408924 90191.398281250003 11127.009678655661 -158674.91962500001 -61199.796989329268 36218.196577380957
leaf_weight=1112871 2928705 29805 28 199 88 175 22 27 21 43 116 36 33 102 29 46 171 30 114 25 37 31 104 29 519 25 265 25 41 42
leaf_count=1112871 2928705 29805 28 199 88 175 22 27 21 43 116 36 33 102 29 46 171 30 114 25 37 31 104 29 519 25 265 25 41 42
internal_value=0 43.5537 69.3736 5627.47 24486.7 2819.61 6030.44 42553.6 89452.8 4133.47 12744.8 18004.3 73473.6 13516.7 54792.6 9622.8 -15172.5 21022.3 16862.5 -7064.35 31816.7 50691.6 52020.6 34698.3 -4217.71 7611.22 624.478 -5378.67 -45878.7 -11903.9
internal_weight=0 1.1451e+06 1.11529e+06 2423 314 2109 1934 226 43 1891 931 815 61 754 65 689 217 472 442 170 272 56 170 133 960 441 398 373 108 83
internal_count=4073804 1145099 1115294 2423 314 2109 1934 226 43 1891 931 815 61 754 65 689 217 472 442 170 272 56 170 133 960 441 398 373 108 83
is_linear=0
shrinkage=0.1


Tree=4582
num_leaves=31
num_cat=0
split_feature=6 5 0 0 2 2 4 6 6 3 3 6 1 1 4 3 3 0 0 3 1 0 4 3 2 6 4 4 0 2
split_gain=3.2325e+11 3.39892e+12 7.80563e+12 1.78727e+13 1.10779e+13 1.32915e+13 9.59006e+12 1.51061e+13 1.35308e+13 1.05316e+13 9.72336e+12 9.5515e+12 1.35344e+13 1.37452e+13 1.33784e+13 1.27707e+13 1.21358e+13 1.16556e+13 3.2796e+13 1.16651e+13 1.08845e+13 9.85362e+12 9.6788e+12 2.40854e+13 2.45555e+13 3.09824e+13 2.13476e+13 4.22865e+13 4.05259e+13 1.93723e+13
threshold=77.010000000000005 2.5000000000000004 44.739668300000005 44.878071950000013 9613.5000000000018 7833.0000000000009 9.5000000000000018 81.705000000000013 105.00500000000001 2.5000000000000004 6.5000000000000009 79.015000000000015 92.90968070000001 60.590708550000009 29.500000000000004 7.5000000000000009 6.5000000000000009 53.356310450000002 53.341100000000004 12.500000000000002 60.620042600000012 52.07762420000001 8.5000000000000018 4.5000000000000009 2970.5000000000005 77.565000000000012 4.5000000000000009 6.5000000000000009 55.791814000000009 2599.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 -4 -11 12 13 22 17 16 21 18 -15 20 -19 -14 23 24 25 -5 -27 28 -28 -29
right_child=1 -3 3 11 -6 -7 7 -9 -10 10 -12 -13 15 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-10.279214543226658 3433.9246228346901 175.42935155596942 9895.8555232558138 42486.15347177934 -7738.6762315849674 65219.47571428572 -11759.553033854167 -109805.27054628317 55863.48164950285 -73892.619264914771 7529.5082031250004 -1621.4232671025736 7890.3231859110165 51816.620262096782 83412.56203125001 11586.451523437499 -85043.309687500005 45760.676084258186 -80687.07056183512 -9030.7053608168917 12515.561707885052 -48554.763737980771 -1231.2405797671663 31591.958551318654 23981.64167488294 7432.3009115156428 -20624.255430506993 103478.92601562501 -100751.30691544525 -2825.0215543619793
leaf_weight=3595075 6685 421445 43 98 958 35 30 33 22 55 20 40804 59 31 25 80 40 107 47 234 1237 65 5322 333 312 213 143 20 113 120
leaf_count=3595075 6685 421445 43 98 958 35 30 33 22 55 20 40804 59 31 25 80 40 107 47 234 1237 65 5322 333 312 213 143 20 113 120
internal_value=0 77.193 -645.543 -1104.79 2321.54 3755.72 -30716 -63116.8 -16135.6 -29559.2 -52180.1 -983.113 2045.8 2723.78 10805.6 -21169.5 -37147.9 9709.53 -28025.3 11574.8 15162.3 -21697.8 688.173 8243.73 613.744 -9698.54 -18096.1 -31827.2 -55992.8 12361.3
internal_weight=0 478729 57284 49606 7678 6720 203 63 140 118 75 49403 8599 8355 1681 244 164 1656 78 1578 1344 124 6674 1352 1019 707 609 396 256 140
internal_count=4073804 478729 57284 49606 7678 6720 203 63 140 118 75 49403 8599 8355 1681 244 164 1656 78 1578 1344 124 6674 1352 1019 707 609 396 256 140
is_linear=0
shrinkage=0.1


Tree=4583
num_leaves=31
num_cat=0
split_feature=1 1 0 4 2 0 0 4 6 6 6 6 5 6 6 4 5 7 4 6 5 6 0 2 4 0 6 0 7 4
split_gain=2.96579e+11 4.3423e+12 1.19903e+13 6.9416e+12 1.07999e+13 2.97831e+13 2.71659e+13 2.52211e+13 2.21656e+13 2.7398e+13 2.10048e+13 1.70454e+13 1.44279e+13 1.52948e+13 1.08725e+13 9.50107e+12 8.87254e+12 8.85531e+12 8.57651e+12 1.02016e+13 7.98469e+12 7.80041e+12 1.36403e+13 7.84431e+12 6.5958e+12 5.96042e+12 5.8133e+12 5.80892e+12 5.57197e+12 5.45957e+12
threshold=50.298521650000005 52.061190950000004 53.244414800000008 3.5000000000000004 3062.5000000000005 55.685785750000008 55.633951400000008 13.500000000000002 59.815000000000005 62.010000000000012 65.805000000000021 68.00500000000001 2.5000000000000004 70.50500000000001 64.805000000000021 4.5000000000000009 4.5000000000000009 6.0000000000000009 5.5000000000000009 36.605000000000011 2.5000000000000004 43.405000000000008 55.806294650000005 3062.5000000000005 1.5000000000000002 55.622114900000007 36.005000000000003 53.310923100000004 6.0000000000000009 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 28 21 5 6 11 12 -9 -10 18 17 13 26 -14 -6 25 29 -7 -20 -12 23 24 -4 -23 -13 -8 -26 -2 -5
right_child=1 -3 3 4 15 10 7 8 9 -11 20 16 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=21.617153213812685 -19069.917219057254 -9.9869496176611108 9727.3227473730931 -1614.3421754731646 -11514.221661097936 -5392.3711421535263 -5254.7349038702614 31275.270202105978 -146365.33749999999 1569.5777157738096 -75621.381164550781 -31909.507119339927 1369.7200724574498 -71768.119299768514 24675.986694831525 402.43367889916675 -90921.775644531255 38194.048086734692 9787.2986319290976 -22558.233442774017 -28690.627069012946 -26287.117073567708 -5309.1400056354742 -2817.921928196211 -1420.3396225673703 -5803.0115456973808 7644.3295564278487 13580.983120541659 15032.554545622052 -11204.453585888674
leaf_weight=2481177 499 1560504 586 1846 700 1822 483 23 31 21 40 245 280 27 702 15136 20 49 114 674 387 48 772 3335 306 136 1263 1650 53 875
leaf_count=2481177 499 1560504 586 1846 700 1822 483 23 31 21 40 245 280 27 702 15136 20 49 114 674 387 48 772 3335 306 136 1263 1650 53 875
internal_value=0 -33.6777 -1184.55 -929.085 -1698.49 -4456.67 -372.92 6749.13 -50467.1 -86622.4 -12526 -6729.09 8306.74 2921.04 18030.6 -124.319 -25998.7 -3939.52 -9162.22 -17878.8 -33087 1928.63 5984.71 -943.014 10335.4 -22590.7 4076.03 11234.2 -15795.6 -4698.26
internal_weight=0 1.59263e+06 32123 31571 24874 9038 6001 2830 75 52 3037 3171 2755 1773 982 15836 401 2770 2610 788 427 6697 2776 3921 2004 381 1746 1956 552 2721
internal_count=4073804 1592627 32123 31571 24874 9038 6001 2830 75 52 3037 3171 2755 1773 982 15836 401 2770 2610 788 427 6697 2776 3921 2004 381 1746 1956 552 2721
is_linear=0
shrinkage=0.1


Tree=4584
num_leaves=31
num_cat=0
split_feature=1 6 4 0 5 0 6 6 0 0 0 2 4 5 6 4 6 2 2 3 3 6 0 6 4 4 0 1 6 2
split_gain=2.86177e+11 2.04937e+12 2.98563e+12 2.62098e+12 3.53844e+12 1.554e+13 3.76854e+12 3.19161e+12 2.70318e+12 2.51351e+12 2.43221e+12 9.27516e+12 5.75226e+12 3.40035e+12 2.43176e+12 2.82318e+12 5.73397e+12 6.42985e+12 3.41651e+12 2.68579e+12 2.42559e+12 2.80185e+12 2.42424e+12 2.36664e+12 3.94485e+12 7.26759e+12 4.00565e+12 3.40239e+12 3.31203e+12 4.44641e+12
threshold=91.292296250000007 37.995000000000012 17.500000000000004 55.988910100000005 2.5000000000000004 56.105603650000006 27.215000000000003 36.280000000000008 56.067362750000008 56.262014700000009 51.768991500000006 9236.5000000000018 3.5000000000000004 1.5000000000000002 30.425000000000001 5.5000000000000009 34.905000000000008 7912.5000000000009 5160.5000000000009 2.5000000000000004 4.5000000000000009 34.310000000000009 51.307150200000002 41.990000000000002 2.5000000000000004 4.5000000000000009 50.596941950000009 113.48479755000001 42.205000000000005 3658.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 -5 -9 11 12 -2 22 -14 16 -16 -18 19 -17 -21 -22 -13 24 26 27 -3 -26 29 -25
right_child=1 23 -4 4 5 -7 7 9 -10 -11 -12 13 14 -15 15 18 17 -19 -20 20 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-5.0431181163535541 -28275.948136850424 32530.617210036056 -4917.7121781844444 -7793.9889003381068 98012.861738281266 -3562.572487752946 1809.25813366439 -1091.3139770854673 2190.7146366928564 -11211.896467991879 -1670.867496261375 10480.784535982464 -12933.429594740228 -20725.751220703125 4149.9928535259596 -6602.6724765625004 -62295.339816284184 -275.74062500000002 -2862.870109296086 61164.596953125001 7987.2972920735674 50436.276723845112 25843.296711741339 7550.5426960424056 14655.434788917024 1398.7168681456269 -7532.2817093925842 -1434.4436538144766 290.07835720148915 -3707.5011311549565
leaf_weight=3931467 89 26 1527 860 20 61 9675 1273 396 304 13422 341 134 28 189 25 32 35 99 20 48 23 147 388 631 10484 622 166 97611 3661
leaf_count=3931467 89 26 1527 860 20 61 9675 1273 396 304 13422 341 134 28 189 25 32 35 99 20 48 23 147 388 631 10484 622 166 97611 3661
internal_value=0 139.295 -614.956 -373.587 684.292 21517.8 549.377 1129.3 -4645.95 -3042.27 -1283.76 3010.27 -4539.14 13163.9 -1047.28 2334.34 -4760.75 -29897 10782.4 22428 30403.5 21738.4 15108.4 330.187 1662.7 2098.54 -5924.82 11304.2 173.827 -2628.69
internal_weight=0 142337 28748 27221 12589 81 12508 11252 1256 1577 14632 1210 694 516 605 471 256 67 215 116 91 71 488 113589 11929 11281 648 797 101660 4049
internal_count=4073804 142337 28748 27221 12589 81 12508 11252 1256 1577 14632 1210 694 516 605 471 256 67 215 116 91 71 488 113589 11929 11281 648 797 101660 4049
is_linear=0
shrinkage=0.1


Tree=4585
num_leaves=31
num_cat=0
split_feature=6 2 5 0 0 2 2 1 3 0 0 0 4 2 4 1 6 1 0 1 0 1 5 0 7 4 1 6 1 2
split_gain=3.08134e+11 2.42923e+12 4.23336e+12 1.20499e+13 5.75181e+12 9.27909e+12 8.93022e+12 5.54708e+12 5.12091e+12 3.63133e+12 3.93929e+12 4.55116e+12 6.14568e+12 6.91379e+12 6.11356e+12 4.86062e+12 4.45973e+12 4.04242e+12 7.86847e+12 3.54746e+12 1.14014e+13 7.6315e+12 5.88783e+12 5.84873e+12 7.37195e+12 6.6992e+12 1.41087e+13 1.07663e+13 5.86843e+12 5.54601e+12
threshold=28.005000000000006 2892.5000000000005 3.5000000000000004 59.699368850000006 45.055912800000009 2828.5000000000005 2343.5000000000005 37.631035900000008 3.5000000000000004 45.085557650000005 51.307150200000002 55.520061350000013 5.5000000000000009 75.000000000000014 17.500000000000004 83.971434050000013 25.305000000000003 56.128886000000001 55.303261650000003 38.011626600000007 55.972700350000004 37.858952300000006 1.5000000000000002 56.324067350000007 6.0000000000000009 12.500000000000002 44.064675150000006 21.020000000000003 43.862029600000007 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -4 -1 16 12 13 -12 17 19 -11 -14 -19 21 -21 -13 23 24 25 -22 27 -27 -26 -23
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 11 15 14 -15 -16 -17 -18 18 -20 20 22 29 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-1897.7939276333732 -4.3710576065586322 601.79563666266404 -6356.6325520833343 -71384.299005126959 -57525.130716075073 -62941.502231445316 51542.113859375007 11199.359420776367 64346.885234374997 6684.3355504648225 52060.501382211543 404.43451062305081 -11029.921858743954 274.92392701317283 1024.3869018463863 30203.530081676141 -1017.7878970889274 14879.58169684482 -8631.4759861083985 11726.126139748874 -2844.2201439823812 -29781.0332353415 -11415.539552789196 3909.0230134686071 34980.702326516548 -93034.244343171304 29638.476539248513 -23944.596980497263 811.82439059125704 -5195.3737762667106
leaf_weight=10990 3973435 57043 21 32 23 30 25 24 20 1866 26 13976 1628 3060 1008 55 1259 199 500 1089 1501 97 383 3404 85 27 42 137 123 1696
leaf_count=10990 3973435 57043 21 32 23 30 25 24 20 1866 26 13976 1628 3060 1008 55 1259 199 500 1089 1501 97 383 3404 85 27 42 137 123 1696
internal_value=0 173.043 -391.454 -15913.3 -3500.26 -16215.5 3253.6 -22431.8 28132.9 -328.504 207.751 -155.328 -2504.9 711.225 -5480.91 511.779 3581.3 -8298.85 -1938.06 439.393 2350.23 -383.521 559.573 1421.85 -2999.21 -5165.02 -22075.3 -35319.1 14775.1 -6525.44
internal_weight=0 100369 43326 175 143 102 72 47 41 43151 32161 29036 6421 3086 3335 22615 3125 2327 699 22560 6791 15769 5702 5319 1915 1707 206 164 208 1793
internal_count=4073804 100369 43326 175 143 102 72 47 41 43151 32161 29036 6421 3086 3335 22615 3125 2327 699 22560 6791 15769 5702 5319 1915 1707 206 164 208 1793
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=31
num_cat=0
split_feature=1 1 6 6 0 3 6 6 6 0 3 6 3 3 6 0 6 4 0 0 3 0 7 3 3 4 3 0 3 3
split_gain=3.00473e+11 2.64156e+12 2.78295e+13 6.39324e+13 2.63971e+13 1.58251e+13 1.1275e+13 1.74031e+13 1.70152e+13 8.44713e+12 6.85882e+12 1.14795e+13 1.23103e+13 9.50481e+12 7.17849e+12 8.84139e+12 6.97535e+12 1.45359e+13 6.12128e+12 6.04994e+12 5.55526e+12 5.23815e+12 6.82144e+12 7.65646e+12 5.50619e+12 4.77772e+12 5.54387e+12 4.45363e+12 3.78487e+12 6.36683e+12
threshold=82.971668900000012 82.973036600000015 83.010000000000005 74.615000000000009 55.034466500000008 6.5000000000000009 91.02500000000002 90.045000000000016 86.030000000000015 54.94613300000001 7.5000000000000009 73.00500000000001 6.5000000000000009 4.5000000000000009 60.005000000000003 54.94613300000001 59.505000000000003 8.5000000000000018 55.071632200000003 55.034466500000008 1.5000000000000002 54.947759400000002 6.0000000000000009 8.5000000000000018 16.500000000000004 17.500000000000004 5.5000000000000009 54.86311005000001 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 10 -5 9 7 8 -7 -4 11 14 13 -13 15 25 -17 -18 20 21 -11 24 -23 -24 -12 27 -27 -2 -16 -30
right_child=1 -3 5 4 -6 6 -8 -9 -10 18 19 12 -14 -15 28 16 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=10.861952752922981 3973.5100634197861 -30.582488959893425 -25021.559714095747 83014.180356710276 2265.41535685911 -56332.579783163266 5160.9914843750003 -91042.75 9350.8154947916682 28913.807542067309 -2484.2541607589205 -4299.6239583333336 -7666.4358877144614 48577.400685701439 3947.7717826647636 1640.1381455695391 -10314.768922776442 31933.655155958826 -37564.139861918607 -15627.542487082108 -2948.5824024707599 -258.24333496093749 4212.7818701171882 88812.560037364135 -15077.025294502619 -4607.7549822443179 34762.318882665095 -13976.244707419657 -43641.674298469392 -6947.7437516432547
leaf_weight=3512022 172 545619 235 129 59 98 50 65 66 65 3814 45 102 139 312 6886 130 218 43 419 346 77 20 23 382 110 53 704 49 1352
leaf_count=3512022 172 545619 235 129 59 98 50 65 66 65 3814 45 102 139 312 6886 130 218 43 419 346 77 20 23 382 110 53 704 49 1352
internal_value=0 -67.9043 -1327.79 -280.469 57672.8 -17767.9 -37860.8 -47254.2 -29899 -9631.55 -1006.48 445 20198.6 35645.5 -120.745 1099.28 2338.21 16151.2 -1665.35 -4155.28 2090.48 -3041.55 17558.8 49463.8 -3630.69 -7526.74 8193.56 -10451.9 -6012.89 -8231.11
internal_weight=0 561782 16163 15195 188 968 279 229 164 689 15007 10272 286 184 9986 8273 7234 348 454 4735 411 4316 120 43 4196 1039 163 876 1713 1401
internal_count=4073804 561782 16163 15195 188 968 279 229 164 689 15007 10272 286 184 9986 8273 7234 348 454 4735 411 4316 120 43 4196 1039 163 876 1713 1401
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=31
num_cat=0
split_feature=4 3 0 3 3 5 3 6 1 3 1 6 1 5 0 6 7 3 3 3 0 6 3 6 2 5 3 6 6 5
split_gain=3.00908e+11 1.77431e+12 5.57551e+12 3.68979e+12 2.44722e+12 3.18239e+12 2.62914e+12 2.87164e+12 6.52433e+12 1.79209e+12 1.03077e+13 1.04702e+13 1.01466e+13 1.77099e+12 5.97151e+12 1.85813e+13 1.61345e+13 2.79934e+13 1.65381e+13 1.6153e+13 2.49862e+13 3.15474e+13 8.09581e+13 1.41029e+13 1.31814e+13 1.2826e+13 1.11108e+13 1.04448e+13 9.93842e+12 1.26888e+13
threshold=9.5000000000000018 15.500000000000002 55.696737300000009 16.500000000000004 14.500000000000002 1.5000000000000002 12.500000000000002 58.995000000000012 53.187400150000009 9.5000000000000018 47.17130860000001 79.710000000000022 39.079932600000006 1.5000000000000002 44.878071950000013 43.010000000000012 6.0000000000000009 9.5000000000000018 6.5000000000000009 2.5000000000000004 43.6005307 38.205000000000005 4.5000000000000009 45.305000000000007 3999.0000000000005 2.5000000000000004 5.5000000000000009 42.205000000000005 48.810000000000009 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 6 -6 9 -8 -9 -1 12 -12 -11 -2 15 16 17 18 19 -15 21 -21 -23 24 -17 -19 -18 -22 29 -25
right_child=13 2 -4 -5 5 -7 7 8 -10 10 11 -13 -14 14 -16 23 26 25 -20 20 27 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-29.453501657212946 -71.897348572164375 18897.079761904763 47093.875284090915 -23818.493189102566 -3577.0086759868423 -52858.535312500004 41815.040208333339 24789.571292613637 -36821.897789062503 -16712.099586838944 -6981.9709263392861 -100390.48839285715 67033.070448369574 -13382.252525235068 147.31470336755197 -21741.594665242359 14423.259432547433 38774.252568814052 -16786.759067406401 4161.5576235563858 16031.082666377317 13989.394119510136 237142.14762931035 11999.443773905437 38560.187764172675 122034.41181640625 -26590.76595921487 -59780.553399367564 -1659.8723888330803 -68715.693515625011
leaf_weight=1892099 1008013 42 33 39 38 20 30 55 25 39 28 21 23 113 1140125 514 112 247 207 46 135 37 29 744 39 20 161 21 30729 20
leaf_count=1892099 1008013 42 33 39 38 20 30 55 25 39 28 21 23 113 1140125 514 112 247 207 46 135 37 29 744 39 20 161 21 30729 20
internal_value=0 -29.1782 12446.1 -1669.68 -29.9298 -20570.6 -29.3002 15430.3 5535.99 -30.1989 -12736.1 -47014.2 14354.7 25.3148 108.832 -1213.73 11400.8 18158.9 5965.84 18327.5 31697.6 67733.6 112041 -1657.75 -17488.8 45011 -9764.5 5825.67 -1379.77 9886.48
internal_weight=0 1.89249e+06 114 81 1.89238e+06 58 1.89232e+06 110 80 1.89221e+06 111 49 62 2.18131e+06 1.1733e+06 33174 1128 855 588 381 268 112 66 32046 553 267 273 156 31493 764
internal_count=4073804 1892492 114 81 1892378 58 1892320 110 80 1892210 111 49 62 2181312 1173299 33174 1128 855 588 381 268 112 66 32046 553 267 273 156 31493 764
is_linear=0
shrinkage=0.1


Tree=4588
num_leaves=31
num_cat=0
split_feature=0 6 6 4 4 0 0 4 0 3 1 0 7 6 1 0 4 3 4 4 5 1 1 4 1 3 4 7 3 0
split_gain=3.22862e+11 3.28859e+12 9.45043e+12 1.2069e+13 1.00079e+13 2.72305e+13 1.1734e+13 8.7537e+12 3.2849e+13 9.48429e+12 1.03862e+13 9.22608e+12 9.0068e+12 8.16729e+12 3.19324e+13 4.54456e+13 1.27703e+13 1.24605e+13 1.44451e+13 2.70861e+13 1.67003e+13 1.63689e+13 1.56771e+13 2.30286e+13 1.58698e+13 2.60653e+13 1.69704e+13 1.99259e+13 1.36649e+13 1.31738e+13
threshold=45.073441650000007 46.010000000000012 46.805000000000007 18.500000000000004 2.5000000000000004 45.029425500000009 45.040161900000008 13.500000000000002 44.685196900000008 5.5000000000000009 37.768783500000005 44.046956350000009 6.0000000000000009 44.820000000000007 43.047633000000012 43.687280500000007 14.500000000000002 15.500000000000002 9.5000000000000018 5.5000000000000009 1.5000000000000002 39.703507450000011 39.749243900000003 13.500000000000002 39.703507450000011 8.5000000000000018 10.500000000000002 6.0000000000000009 3.5000000000000004 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 9 -9 11 -11 -6 -12 -1 15 17 -17 18 19 20 -15 -22 24 -24 25 -20 -26 29 -23 -28
right_child=-2 2 -4 -5 6 -7 -8 8 -10 10 12 -13 -14 14 -16 16 -18 -19 22 -21 21 28 23 -25 26 -27 27 -29 -30 -31
leaf_value=-13.190123366217302 -10.130799326643192 3309.9396879650299 257.42331913206607 -15245.242945302831 -16166.245513144308 142774.40152529764 -6364.799524125352 115152.91221955128 14908.236490079675 -9060.1883948863633 58114.724647169853 10875.166944848686 5366.4706553357719 -38460.467374320659 7844.5672306398601 99.573348191214023 -5767.1879806714451 -92385.370686141308 -25366.136809593023 -47541.339857122875 -79765.248716517861 -10308.997587457667 43772.848751905491 -31376.49446401127 -92928.873320312501 96084.085888671878 16119.745058434961 -73011.166737912732 27162.881651306154 -37277.700609691725
leaf_weight=176298 3606732 42 268584 202 174 21 367 39 202 55 104 459 47 207 2778 10168 5842 23 43 356 28 406 123 61 35 30 123 53 128 74
leaf_count=176298 3606732 42 268584 202 174 21 367 39 202 55 104 459 47 207 2778 10168 5842 23 43 356 28 406 123 61 35 30 123 53 128 74
internal_value=0 78.2301 304.632 7710.81 10781.8 49798.1 9083.04 14332.5 31130.4 9507.29 28144.9 3441.98 41696.4 -232.76 -2123.07 -3687.48 -2041.19 -19283.4 -18274.8 -24736.1 -14178.6 -5234.93 -4863.56 18859.2 -17056.3 24544.9 -27712 -18581.7 -1326.97 -3938.18
internal_weight=0 467072 270296 1712 1510 63 1447 1080 241 839 206 633 151 196776 20478 17700 16010 1690 1667 1125 769 562 542 184 358 73 285 250 534 197
internal_count=4073804 467072 270296 1712 1510 63 1447 1080 241 839 206 633 151 196776 20478 17700 16010 1690 1667 1125 769 562 542 184 358 73 285 250 534 197
is_linear=0
shrinkage=0.1


Tree=4589
num_leaves=31
num_cat=0
split_feature=6 6 1 4 3 1 5 2 0 1 2 3 4 0 0 2 0 5 6 6 1 0 0 0 4 1 3 2 7 3
split_gain=3.48116e+11 4.54035e+12 2.03311e+13 1.51917e+13 1.41203e+13 1.80556e+13 1.51761e+13 6.61655e+13 5.24818e+13 3.29425e+13 3.24963e+13 1.36521e+13 1.34631e+13 1.34392e+13 1.17853e+13 4.93641e+13 3.5891e+13 3.59917e+13 2.78529e+13 2.4919e+13 2.03128e+13 1.99045e+13 1.72051e+13 3.57467e+13 4.00436e+13 6.42712e+13 3.52683e+13 4.88149e+13 3.36691e+13 3.14137e+13
threshold=68.00500000000001 71.030000000000015 37.873748150000004 5.5000000000000009 5.5000000000000009 82.906746050000024 1.5000000000000002 2865.5000000000005 45.029425500000009 39.079932600000006 2892.5000000000005 10.500000000000002 23.500000000000004 56.802121050000004 55.568628050000008 75.000000000000014 55.554045200000012 2.5000000000000004 70.00500000000001 69.605000000000004 37.517483500000004 55.462387050000011 55.783232450000007 55.775215600000003 11.500000000000002 37.600779750000008 8.5000000000000018 75.000000000000014 6.0000000000000009 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 14 -4 5 -5 7 8 -6 11 -9 -10 13 -12 15 16 20 18 -18 -17 -2 -21 23 26 25 -25 -16 28 29 -28
right_child=1 -3 3 4 6 -7 -8 10 9 -11 12 -13 -14 -15 22 19 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=13.900213177940495 21271.700015983311 35.709092393815993 1048.7801303302333 -5778.6113873103859 200331.26515355604 1369.619264410843 -1306.8321216382976 -120008.80234375001 -72127.379023437505 126023.80265355605 -19956.850979925664 36879.01785300926 67395.383185686384 51555.220141601567 3590.9145979506611 -6977.5414614146612 81654.004681529754 -6078.6706946739787 23410.636977005008 4078.4752087485231 -17692.729837454393 32488.423971781493 1887.2980503363333 -31726.327190667231 -18005.800079419241 -244598.50803328806 -71410.22025453164 15836.101365216953 -10974.600713404241 -21778.301898460279
leaf_weight=3322544 417 649723 16161 17928 29 4401 30923 24 20 29 147 27 28 32 3538 2305 229 104 128 5155 197 259 16776 37 166 23 203 501 1407 343
leaf_count=3322544 417 649723 16161 17928 29 4401 30923 24 20 29 147 27 28 32 3538 2305 229 104 128 5155 197 259 16776 37 166 23 203 501 1407 343
internal_value=0 -61.4755 -683.348 -1638.63 -2449.09 -4369.71 -1077.15 20060.9 85880.8 42208.9 -9857.28 -9506.68 2913.92 -7172.57 1412.72 4526.24 24602.8 45690.1 60771.2 1730.25 8770.08 5437.58 221.96 -4271.08 -43312.4 -113327 -2798.56 -12010.4 -19153.9 -40231.2
internal_weight=0 751260 101537 69749 53588 22329 31259 336 105 76 231 47 207 179 31788 8794 1075 461 357 7719 614 5414 22994 6218 226 60 5992 2454 1953 546
internal_count=4073804 751260 101537 69749 53588 22329 31259 336 105 76 231 47 207 179 31788 8794 1075 461 357 7719 614 5414 22994 6218 226 60 5992 2454 1953 546
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 0 0 4 3 0 4 6 0 6 1 3 6 1 0 0 0 0 7 0 0 0 4 0 4
split_gain=3.35746e+11 6.6738e+12 2.15116e+13 1.93916e+13 1.07911e+14 7.16452e+13 1.30616e+14 8.84991e+13 1.33926e+14 8.92011e+13 8.56324e+13 1.02042e+14 7.13439e+13 6.5707e+13 5.47511e+13 4.54054e+13 4.45699e+13 6.40334e+13 4.2822e+13 1.26664e+14 2.83287e+14 8.67473e+13 1.18705e+14 9.34035e+13 7.87197e+13 5.34875e+13 4.55578e+13 7.25972e+13 9.34164e+13 7.20504e+13
threshold=37.517483500000004 37.563506350000004 41.705000000000005 55.595177750000005 55.633951400000008 55.660117850000006 55.702806750000008 55.649510000000014 17.500000000000004 5.5000000000000009 55.737027400000009 9.5000000000000018 58.305000000000007 55.696737300000009 95.045000000000016 37.534144550000008 7.5000000000000009 50.995000000000012 37.543519500000009 55.743464250000009 55.749683450000006 55.812023600000011 55.783232450000007 6.0000000000000009 55.82518790000001 55.743464250000009 56.342669500000007 12.500000000000002 55.759969450000007 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 7 13 8 9 -6 11 -8 -9 14 -7 16 17 -13 19 -12 -21 22 -22 -24 -23 -20 27 28 29 -27
right_child=1 -3 3 4 5 6 10 12 -10 -11 18 15 -14 -15 -16 -17 -18 -19 25 20 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-61.202174941821426 -2074.4054660740153 -3.8471289278775411 -702.47472454439446 36159.628769334035 14714.215150115637 27119.081275647037 -4229.50696424119 -125877.94442551694 119164.60951762952 -70048.693106662337 95012.183102932235 -165258.81015625002 -19058.974446752516 151609.62494419643 -118939.92409855771 -212126.08396381579 -184479.82522321431 51289.44817165799 -86061.721416133281 -211207.18295338118 6559.4593126848231 -68867.540775146495 33455.865292198127 111774.80688902245 1786.7680163681475 4882.7821091672213 29286.722516917915 3091.5140774013466 -35130.659111195557 141032.0695950255
leaf_weight=734695 14464 3289771 12198 1012 277 1990 188 133 76 225 154 22 118 42 26 38 28 36 83 61 1955 160 695 195 10926 188 355 2318 1326 49
leaf_count=734695 14464 3289771 12198 1012 277 1990 188 133 76 225 154 22 118 42 26 38 28 36 83 61 1955 160 695 195 10926 188 355 2318 1326 49
internal_value=0 13.4661 1167.88 2512.63 4242.11 2751.13 3898.24 -26078.8 -4547.76 -23277.1 1276.97 -50675.2 -75660.3 27814.4 25235.4 -121093 -80868.7 -30849.5 2154.8 4815.73 3823 4764.56 20341.5 50615.6 767.041 -6560.53 -5002.79 -8139.29 -24795.1 33031.8
internal_weight=0 3.33911e+06 49338 34874 22676 21664 20835 829 578 502 18777 312 251 2058 2016 124 86 58 18465 14146 13992 13931 2845 890 11086 4319 4236 3881 1563 237
internal_count=4073804 3339109 49338 34874 22676 21664 20835 829 578 502 18777 312 251 2058 2016 124 86 58 18465 14146 13992 13931 2845 890 11086 4319 4236 3881 1563 237
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 1 6 0 4 0 0 4 4 6 0 6 4 4 6 4 6 3 6 0 6 3 6 4 6 1
split_gain=3.67309e+11 2.35714e+12 5.55373e+12 9.63285e+12 6.79814e+12 1.04926e+13 1.47395e+13 1.38829e+13 1.11604e+13 1.04506e+13 7.50025e+12 7.08727e+12 1.1491e+13 6.62036e+12 9.33957e+12 5.78933e+12 6.4768e+12 2.41202e+13 2.17411e+13 5.48321e+12 5.47593e+12 5.22484e+12 5.00163e+12 4.9274e+12 5.44953e+12 1.54184e+13 1.29692e+13 1.4527e+13 1.2167e+13 1.69457e+13
threshold=41.505000000000003 59.882709350000006 59.838047850000002 30.509101000000005 30.452677500000004 30.472130500000002 32.805000000000007 59.856552950000008 23.500000000000004 59.856552950000008 59.864072000000007 26.500000000000004 28.500000000000004 31.005000000000006 59.848366150000011 33.005000000000003 23.500000000000004 22.500000000000004 39.025000000000013 21.500000000000004 21.020000000000003 5.5000000000000009 36.280000000000008 60.002985000000002 41.005000000000003 6.5000000000000009 40.490000000000002 3.5000000000000004 40.205000000000005 30.345769800000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 -7 21 10 -6 19 20 -13 -5 -15 -11 17 22 -19 -9 -4 -8 -17 24 26 -26 28 -28 -3 -30
right_child=-2 23 3 13 5 6 7 8 -10 15 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=31.544584501321566 -20.614651238844601 1220.3875383218963 -29299.794312032063 2315.9542297184817 -34698.91692708333 15989.712567776352 -5798.2428387616137 -24846.797466486154 -36364.278725282486 6032.1703601074223 21399.756208337712 80721.97626591436 -10710.098587472099 25249.32532664332 -16055.162930742532 52246.917940027575 12497.043023681641 175364.45672554348 32804.90045410156 1465.2735399034291 -1660.8690560026587 27778.796946667091 5911.5589421452705 -139.12898685811521 5693.1085171856466 -16529.737903425568 -62628.679018729075 9867.2963852658359 -33214.684202712146 2973.3487582363928
leaf_weight=1180749 2768799 44706 72 342 33 402 74 176 177 120 79 27 28 58 975 34 96 23 20 144 16276 124 74 56246 632 617 28 2154 246 273
leaf_count=1180749 2768799 44706 72 342 33 402 74 176 177 120 79 27 28 58 975 34 96 23 20 144 16276 124 74 56246 632 617 28 2154 246 273
internal_value=0 43.7376 4.00296 -1676.26 -1059.29 5214.01 455.299 -7612.96 -15465.2 19204.6 -6194.13 -1662.03 34174.7 -9743.47 -13736 24051.5 32805.9 45717.4 109058 -13006.4 -1782.6 15229.8 20498.6 498.311 1235.19 -5284.87 1406.97 8937.01 1043.66 -14179.4
internal_weight=0 1.305e+06 1.2001e+06 19354 17979 1576 1176 774 576 400 399 16403 55 1375 1033 367 247 151 43 320 16348 198 108 104902 48656 1249 47407 2182 45225 519
internal_count=4073804 1305005 1200103 19354 17979 1576 1176 774 576 400 399 16403 55 1375 1033 367 247 151 43 320 16348 198 108 104902 48656 1249 47407 2182 45225 519
is_linear=0
shrinkage=0.1


Tree=4592
num_leaves=31
num_cat=0
split_feature=6 1 1 4 6 6 0 0 4 0 0 4 6 3 3 0 3 0 0 7 6 6 3 0 0 0 0 3 0 4
split_gain=3.06789e+11 2.74658e+12 5.067e+13 1.39465e+13 1.5892e+13 3.78533e+13 2.50431e+13 6.58667e+13 2.07819e+13 3.29482e+13 1.95216e+14 1.16312e+14 2.42451e+13 1.44292e+13 1.64348e+13 1.58029e+13 1.48013e+13 2.04585e+13 6.4623e+13 1.72675e+13 1.67959e+13 1.43027e+13 1.53344e+13 2.63412e+13 1.38059e+13 1.31026e+13 1.27307e+13 1.26222e+13 1.21914e+13 1.06541e+13
threshold=39.305000000000007 37.600779750000008 37.586700500000006 34.500000000000007 34.010000000000012 33.305000000000007 55.783232450000007 55.728148450000006 16.500000000000004 55.79439725000001 55.728148450000006 11.500000000000002 36.605000000000011 1.5000000000000002 4.5000000000000009 55.595177750000005 11.500000000000002 55.660117850000006 55.850146250000009 6.0000000000000009 35.705000000000005 32.515000000000008 5.5000000000000009 55.685785750000008 55.539595350000006 55.539595350000006 55.801384500000005 6.5000000000000009 55.539595350000006 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 -1 4 5 21 7 27 9 10 -6 12 -12 15 -15 -10 17 19 -19 29 24 -4 -23 -24 -18 -21 -11 -7 -29 -16
right_child=-2 -3 3 -5 8 6 -8 -9 13 26 11 -13 -14 14 16 -17 20 18 -20 25 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=158.07079224406704 -16.095312640463469 -34.886367047446129 5744.0612787355058 -43589.071454535588 831.19419085971504 9332.623462677002 63752.85366321911 -199614.78100000002 30039.249358258927 -68798.823093133222 -25953.426136363636 277331.27828851744 115468.3935546875 -1944.735111447598 32109.69518367686 143295.62102272728 33800.116970825198 165464.79574804689 6979.4051334021224 45018.506459263393 11903.467369773171 10186.590698606577 26832.396714274091 133630.90258789062 119067.00578703704 134130.66294642858 -8191.0837297003891 -28174.683479042662 -117789.5681591797 -20787.55810546875
leaf_weight=206864 3031103 831999 1109 45 598 64 22 25 28 38 22 43 27 188 94 22 64 50 53 77 440 134 72 34 27 21 394 63 20 64
leaf_count=206864 3031103 831999 1109 45 598 64 22 25 28 38 22 43 27 188 94 22 64 50 53 77 440 134 72 34 27 21 394 63 20 64
internal_value=0 46.7886 369.299 11754.3 12410.8 4594.45 -36707.8 -49557.4 17771.2 8134.87 21694.2 157303 51972.9 27356.2 24920.4 79872.1 30595.2 46279.2 83914.1 31137 19991.6 10534.1 32668.3 61088.5 59099.1 64114 -13522.3 -24037.5 -49768.6 10683
internal_weight=0 1.0427e+06 210702 3838 3793 1543 194 172 2250 1122 690 92 49 1128 1078 50 890 359 103 256 531 1349 240 106 91 98 432 147 83 158
internal_count=4073804 1042701 210702 3838 3793 1543 194 172 2250 1122 690 92 49 1128 1078 50 890 359 103 256 531 1349 240 106 91 98 432 147 83 158
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 5 0 5 4 4 4 1 5 3 3 4 6 6 4 3 6 3 0 4 6 3 6 6 1 4
split_gain=3.76443e+11 7.71273e+12 2.4298e+13 2.39483e+13 3.20246e+13 2.65641e+13 2.8949e+13 4.4534e+13 4.00627e+13 3.64092e+13 3.28535e+13 2.94788e+13 2.50971e+13 2.75194e+13 7.42885e+13 5.31565e+13 3.34425e+13 4.13257e+13 3.87235e+13 9.00945e+13 4.33943e+13 2.51123e+13 2.33082e+13 5.59528e+13 6.28009e+13 2.26043e+13 2.7632e+13 2.17994e+13 7.71726e+13 2.4634e+13
threshold=38.965413050000002 38.989878900000008 44.895258050000002 116.05000000000001 102.04000000000001 3.5000000000000004 45.053967500000006 2.5000000000000004 12.500000000000002 11.500000000000002 15.500000000000002 38.977585500000011 4.5000000000000009 9.5000000000000018 10.500000000000002 14.500000000000002 138.05000000000004 149.05000000000004 4.5000000000000009 6.5000000000000009 120.05000000000001 4.5000000000000009 45.040161900000008 16.500000000000004 138.05000000000004 6.5000000000000009 106.49500000000002 130.05000000000004 38.97264950000001 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 6 9 -8 -9 11 -11 -6 13 15 27 16 18 21 -5 -20 -21 -18 23 24 -17 -12 -27 29 -29 -15
right_child=1 -3 3 12 5 -7 7 8 -10 10 25 -13 -14 14 -16 22 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-43.491541620245322 -72163.265781250011 -1.0773243963506836 1376.5036186239238 645.43586336678845 -130580.89850260418 38929.196484375003 114223.73510416667 33804.117865824534 -29972.766859427007 100244.71150390625 13835.939935087317 -9619.7098868534486 -20771.509914655413 11335.563202494959 15334.285446947673 -130788.94457720588 -138341.50110887096 29777.343128888631 119258.09983747719 75050.434839527035 -65014.025355113641 -14746.574642857144 -56026.664608701511 131911.54320913463 86044.499076704553 -106510.04977101293 -29065.152032252721 36523.665340909087 304529.86279761902 135477.79945845171
leaf_weight=1337003 45 2689244 45103 137 66 81 30 139 338 20 85 29 175 31 301 34 31 97 137 37 55 35 145 26 22 58 224 22 21 33
leaf_count=1337003 45 2689244 45103 137 66 81 30 139 338 20 85 29 175 31 301 34 31 97 137 37 55 35 145 26 22 58 224 22 21 33
internal_value=0 21.2468 1283.63 1353.19 970.867 -16127.6 -20636.9 -3955.25 -11387.9 -38183.7 -24566.5 -93655.9 14537 19845.4 40775.6 8549.67 25919.8 -11756.5 42699.1 67857.9 -8683.75 -72798.7 -31929.6 10681.2 -45604.4 -31368.2 -44993.5 112344 167410 75346.4
internal_weight=0 2.7368e+06 47557 47512 46173 1070 989 507 477 482 387 95 1339 1164 408 756 529 163 366 229 92 66 227 82 56 367 282 107 43 64
internal_count=4073804 2736801 47557 47512 46173 1070 989 507 477 482 387 95 1339 1164 408 756 529 163 366 229 92 66 227 82 56 367 282 107 43 64
is_linear=0
shrinkage=0.1


Tree=4594
num_leaves=31
num_cat=0
split_feature=2 0 1 4 1 0 1 1 0 4 7 4 0 1 4 3 6 1 7 4 4 6 6 7 0 1 6 3 5 4
split_gain=3.16617e+11 6.0972e+12 6.91242e+13 4.93998e+13 4.77747e+13 1.47355e+14 9.79073e+13 7.38418e+13 6.92467e+13 4.69623e+13 3.68697e+13 6.35857e+13 4.75403e+13 4.90887e+13 3.95347e+13 6.14258e+13 3.64744e+13 3.33524e+13 1.0426e+14 3.30475e+13 3.82532e+13 3.24047e+13 4.04928e+13 3.17195e+13 8.39953e+13 5.71348e+13 9.43674e+13 7.49282e+13 5.1775e+13 8.43978e+13
threshold=36.000000000000007 55.840017500000009 37.702956500000006 9.5000000000000018 37.600779750000008 55.850146250000009 37.503969450000007 37.517483500000004 55.858844800000007 7.5000000000000009 6.0000000000000009 15.500000000000002 55.850146250000009 37.563506350000004 17.500000000000004 12.500000000000002 39.995000000000012 37.682335600000009 6.0000000000000009 15.500000000000002 24.500000000000004 53.705000000000005 50.795000000000009 6.0000000000000009 55.866549750000011 37.649344350000007 73.995000000000019 6.5000000000000009 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 4 -4 6 9 -3 19 10 -6 11 -9 13 -13 15 -14 -5 21 -19 -8 -21 22 -11 24 25 26 -7 -27 -26 -30
right_child=-2 2 3 16 5 23 7 8 -10 17 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=-314.67937962341261 7.7237480443980608 6086.972109619629 6761.9111002604177 -9839.2561598065658 -76021.83313802084 -1350.4171036660837 -13856.757638395677 -12966.234748488496 -1164.8176336718132 23467.292376231318 -8344.5103804894788 -36839.645055720241 -29110.207598445391 -123506.54138577369 20604.978412804237 -210525.49283288044 -59684.633852694271 -96581.812904094826 109110.00039538872 -57673.988142418595 62768.111486816408 47956.926312820833 -73053.519563802096 -1077.0041388067432 1495.2081547799341 -3474.2922762989056 93958.009172894032 -54361.688123575848 8629.8870736676454 40823.752906348243
leaf_weight=238382 3783399 12476 312 229 36 1075 495 811 16269 460 1892 113 99 155 104 23 409 29 164 453 28 659 48 9139 1870 758 115 468 1920 1414
leaf_count=238382 3783399 12476 312 229 36 1075 495 811 16269 460 1892 113 99 155 104 23 409 29 164 453 28 659 48 9139 1870 758 115 468 1920 1414
internal_value=0 -100.625 880.224 -25846.8 1377.37 5495.71 -893.984 -5154.55 -3808.76 36710.9 -17263.3 -30193.9 -58476.7 -86964.2 -24695 -63311.4 -41793.4 39695 78202.9 -31995.8 -50662.8 33326.5 14347.2 2895.53 7659.96 -7748.89 7860.06 -22899.5 14813.6 22283.8
internal_weight=0 290405 52023 950 51073 18155 32918 20442 19466 1396 3197 1305 494 268 226 122 638 1360 193 976 481 1167 508 16759 7620 2416 1190 1226 5204 3334
internal_count=4073804 290405 52023 950 51073 18155 32918 20442 19466 1396 3197 1305 494 268 226 122 638 1360 193 976 481 1167 508 16759 7620 2416 1190 1226 5204 3334
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 6 4 0 3 3 7 4 3 3 3 5 6 3 4 4 6 6 4 4 4 0 4 0
split_gain=3.35989e+11 8.44595e+12 3.47552e+13 1.07015e+14 3.20088e+13 3.38543e+13 4.11686e+13 3.77159e+13 4.54392e+13 5.69447e+13 3.93625e+13 4.64622e+13 3.67965e+13 3.95373e+13 5.20291e+13 4.03661e+13 7.81507e+13 3.26797e+13 4.84726e+13 6.56841e+13 4.21787e+13 2.97825e+13 2.90984e+13 2.6907e+13 2.84264e+13 2.80658e+13 5.43835e+13 3.90552e+13 2.62583e+13 2.6493e+13
threshold=37.503969450000007 37.488790500000007 55.60524465000001 55.568628050000008 55.685785750000008 55.79439725000001 55.850146250000009 30.025000000000002 16.500000000000004 55.775215600000003 12.500000000000002 13.500000000000002 6.0000000000000009 20.500000000000004 15.500000000000002 13.500000000000002 6.5000000000000009 2.5000000000000004 57.995000000000012 3.5000000000000004 11.500000000000002 6.5000000000000009 54.010000000000012 35.995000000000012 21.500000000000004 8.5000000000000018 9.5000000000000018 55.801384500000005 15.500000000000002 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 7 23 -6 17 10 -10 -12 -11 14 15 16 -14 18 22 -20 -21 -4 -9 -7 25 -25 -27 -28 29 -3
right_child=-2 2 4 -5 5 6 -8 8 9 12 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-11.13385403681237 13.304090276690587 -16522.288299821885 91837.105637254906 -42654.594134216313 54698.618226102939 -15165.918805533394 -2887.1847735554488 -39173.535689493816 31353.407728185779 20210.571674845043 -126425.41491699219 -304.89478457322764 -55574.526227678572 -64564.010300196969 143244.63295454546 -106270.18565705128 180692.18065476191 -551.33947002054504 -262781.77741477272 38982.6335164388 -152711.26765802558 13564.341018459196 28957.903777901789 6278.0151598627172 5690.4473333519636 100554.92245163691 155258.01628736415 22130.217557632972 -12466.321978193209 8177.9100345935331
leaf_weight=704272 3354007 543 51 800 85 284 4350 600 527 121 32 335 42 267 22 39 21 289 22 24 22 1038 70 346 996 126 23 526 1756 2168
leaf_count=704272 3354007 543 51 800 85 284 4350 600 527 121 32 335 42 267 22 39 21 289 22 24 22 1038 70 346 996 126 23 526 1756 2168
internal_value=0 -61.9925 -2369.13 -8972.17 1021.22 -903.894 2834.89 -10779.4 -13067 -1387.18 13842.8 -11301.8 -27980.2 -42893.5 3768.15 -26315 23181 -29057.1 -40220 -120666 -52697.1 17230 -32055.3 13652.4 17710.1 29435.4 41305.7 27707.5 -2939.95 3230.58
internal_weight=0 719797 15525 5267 10258 9169 6651 2518 2433 1406 894 367 512 391 124 102 63 1027 738 68 46 1089 670 2301 2017 1021 675 549 4467 2711
internal_count=4073804 719797 15525 5267 10258 9169 6651 2518 2433 1406 894 367 512 391 124 102 63 1027 738 68 46 1089 670 2301 2017 1021 675 549 4467 2711
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=31
num_cat=0
split_feature=6 0 0 0 1 1 1 1 6 6 7 6 4 1 3 1 4 4 4 5 1 4 4 4 1 1 1 1 6 6
split_gain=2.92771e+11 4.16746e+12 2.88218e+13 2.66414e+13 5.22832e+13 1.94368e+14 5.97978e+13 5.02104e+13 1.03386e+14 4.36152e+13 3.84298e+13 3.98586e+13 3.35847e+13 3.13389e+13 3.41483e+13 3.73219e+13 4.21937e+13 5.95083e+13 3.03027e+13 2.8701e+13 3.89773e+13 2.78206e+13 6.29389e+13 5.42779e+13 1.36404e+14 3.07535e+13 3.22619e+13 2.9983e+13 2.75664e+13 2.72342e+13
threshold=68.00500000000001 55.676890650000011 55.834019500000004 55.60524465000001 37.618684050000006 37.475446350000006 37.503969450000007 37.517483500000004 80.720000000000013 73.00500000000001 6.0000000000000009 69.605000000000004 16.500000000000004 37.534144550000008 2.5000000000000004 37.600779750000008 13.500000000000002 15.500000000000002 23.500000000000004 3.5000000000000004 37.586700500000006 12.500000000000002 13.500000000000002 11.500000000000002 37.442254400000003 37.318079750000003 37.46219940000001 37.374856000000008 70.50500000000001 75.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 21 -7 8 9 -8 11 -9 -11 -13 19 -16 -17 -18 -12 20 -15 23 -23 24 27 -25 -27 -5 -29 -24
right_child=1 2 -4 4 -6 6 7 10 -10 12 18 13 -14 14 15 16 17 -19 -20 -21 -22 22 29 25 -26 26 -28 28 -30 -31
leaf_value=12.747457776567801 -95.044717269700385 2088.6707443835594 -263.36011624464197 -8166.3121450444705 -9682.5356470049264 63966.608708948625 -50591.803997802737 -87716.3669858871 -194125.66001764114 -40287.821223958337 134411.89403782896 63307.554013328947 101884.61867766205 9543.7766346153858 8400.4529485978146 -71804.559588068179 233483.00580357143 56179.145020548502 -8653.1069921875005 64497.710781250003 -101749.59143186477 -109314.68632172132 -18063.96455815544 21660.630163033806 -229241.45763221156 116356.78424014138 -24964.300703125002 134391.15366847828 20505.590364074709 -3328.0150907305274
leaf_weight=3322544 412322 65450 255420 744 8568 437 70 31 31 24 57 194 54 65 346 22 21 192 20 30 61 61 1710 192 26 84 20 23 280 4705
leaf_count=3322544 412322 65450 255420 744 8568 437 70 31 31 24 57 194 54 65 346 22 21 192 20 30 61 61 1710 192 26 84 20 23 280 4705
internal_value=0 -56.3773 216.399 -259.741 -4018.21 1090.42 32232.5 20846.8 -28069.6 6712.4 29274.1 23833.1 58139.3 27547.4 18134.3 29288.1 60041.9 73659.8 97252.2 -23406.7 -44336.3 -5479.39 -8217.4 7472.66 -2985.51 45383.5 89179.7 2633.07 29150.4 -7256.07
internal_weight=0 751260 320870 430390 18068 9500 1655 1218 179 148 1039 962 78 931 737 581 235 213 77 156 126 7845 6476 1369 1073 296 104 1047 303 6415
internal_count=4073804 751260 320870 430390 18068 9500 1655 1218 179 148 1039 962 78 931 737 581 235 213 77 156 126 7845 6476 1369 1073 296 104 1047 303 6415
is_linear=0
shrinkage=0.1


Tree=4597
num_leaves=31
num_cat=0
split_feature=0 4 0 4 5 4 6 1 2 0 6 0 1 0 0 1 1 6 7 0 0 6 1 6 6 1 0 6 6 6
split_gain=3.08261e+11 3.41158e+12 1.40593e+13 1.51044e+13 1.38999e+13 1.38278e+13 3.11233e+13 1.97576e+13 1.762e+13 1.59172e+13 1.54288e+13 1.47581e+13 7.38193e+13 8.96899e+13 4.46104e+13 4.26899e+13 7.29476e+13 6.2336e+13 7.52458e+13 6.75119e+13 5.73543e+13 5.60836e+13 4.02272e+13 3.92203e+13 3.83047e+13 3.76821e+13 3.29063e+13 2.82149e+13 2.76986e+13 3.59547e+13
threshold=56.067362750000008 13.500000000000002 56.105603650000006 14.500000000000002 3.5000000000000004 12.500000000000002 33.305000000000007 30.157841000000001 2599.0000000000005 57.892117950000006 57.995000000000012 59.933037250000005 30.410676000000006 59.898927250000007 59.91832440000001 30.438492500000006 30.362494150000003 96.050000000000011 6.0000000000000009 59.963561900000009 59.990753350000013 56.505000000000003 30.452677500000004 80.030000000000015 93.050000000000011 30.509101000000005 59.91832440000001 76.605000000000004 108.05000000000001 73.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 -8 9 -9 -11 12 26 -14 25 16 20 18 19 -18 -13 -20 -17 27 -25 -15 28 -22 29 -10
right_child=1 2 -4 4 -6 6 7 8 11 10 -12 15 13 14 -16 22 17 -19 21 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-16.886561210494659 97.163245148514335 -18650.335451235936 -151.38840031807115 -1496.3002150162065 -71243.101077586209 -10755.933010573615 27159.06401678281 18227.225890555601 -11758.090564516291 22780.04045758929 141334.77238451087 14244.528780426612 1600.9470001671798 85274.124844781298 -61160.069810267858 33870.829154829546 90566.5313087666 -190641.73578125003 -12874.142026513155 -775.35297787314971 -1759.9239079760898 -60370.686169433597 -4777.2155391832921 -74098.089140890734 11207.688733803356 -33826.388509114586 -96638.80412946429 78129.373897569443 73544.46484375 -53119.142127740211
leaf_weight=2958794 730699 823 362270 1943 29 1554 361 197 974 21 23 4643 4964 232 28 913 113 20 1037 285 2512 327 382 147 82 30 56 45 32 268
leaf_count=2958794 730699 823 362270 1943 29 1554 361 197 974 21 23 4643 4964 232 28 913 113 20 1037 285 2512 327 382 147 82 30 56 45 32 268
internal_value=0 44.8102 -205.898 -7271.05 -2521.99 166.852 2812.68 4004.5 3522.19 30372.8 84751.8 3143.55 -568.535 4758.93 58814.9 5469.88 3079.73 -15090.6 -13098 25158.4 7438.26 -24260.8 22470.4 -3904.7 -43551.9 71636.7 -21614 -353.972 -18316.2 -20683
internal_weight=0 1.11501e+06 365065 2795 1972 749945 19246 17692 17331 241 44 17090 6584 5254 290 10506 9211 1782 1762 398 7429 1364 1295 2786 229 262 1330 2557 1274 1242
internal_count=4073804 1115010 365065 2795 1972 749945 19246 17692 17331 241 44 17090 6584 5254 290 10506 9211 1782 1762 398 7429 1364 1295 2786 229 262 1330 2557 1274 1242
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=31
num_cat=0
split_feature=1 1 6 4 0 6 6 3 4 0 4 3 4 6 6 6 6 0 0 7 4 4 5 0 6 6 6 4 6 4
split_gain=3.10716e+11 6.78872e+12 1.75606e+13 1.57522e+13 2.33593e+13 5.29903e+13 4.34384e+13 1.94921e+13 2.25246e+13 1.61709e+13 2.53235e+13 3.28286e+13 2.0679e+13 1.49547e+13 1.54637e+13 1.48366e+13 3.77617e+13 2.64264e+13 1.46896e+13 2.29559e+13 4.18307e+13 6.24232e+13 3.31341e+13 2.24944e+13 2.14868e+13 3.7649e+13 3.07698e+13 4.64771e+13 5.99932e+13 4.28403e+13
threshold=65.559704250000024 65.574968200000015 46.010000000000012 14.500000000000002 57.113979900000011 68.515000000000015 98.020000000000024 11.500000000000002 6.5000000000000009 57.174562350000009 20.500000000000004 15.500000000000002 15.500000000000002 62.995000000000012 64.805000000000021 168.45000000000002 156.15000000000003 57.125462300000009 57.100506200000005 6.0000000000000009 8.5000000000000018 11.500000000000002 2.5000000000000004 57.125462300000009 100.05000000000001 99.050000000000011 110.01500000000001 9.5000000000000018 118.04500000000002 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 7 5 13 -7 8 -4 -6 11 12 -11 -5 -15 16 18 -17 -10 24 -21 22 -22 -23 25 -20 29 28 -28 -26
right_child=1 -3 3 4 9 6 -8 -9 15 10 -12 -13 -14 14 -16 17 -18 -19 19 20 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-15.870755337384345 -2179.5829371695804 14.703139235268006 -9080.2702904989546 -170.26411495745336 11962.445659158999 -41305.849641832458 99150.91317934783 -12920.982688445329 -10508.1849272828 -41903.820485093864 -55607.823082794544 40633.315895696272 -489.88956069019645 91128.902672697383 10113.297070312501 146668.32840909093 -99182.610534274194 -8328.4746803977287 12718.485198634073 -64717.943652343754 77751.143855932212 34675.187850247894 205439.67308467743 -67765.925150101277 -95735.062336827541 110214.27601562502 160413.96915015244 -14962.399607599431 6834.3749096315296 -2088.2802017211916
leaf_weight=3062454 6134 994861 602 782 1534 516 23 426 286 144 87 171 741 38 62 22 31 22 4040 32 59 104 31 27 79 40 41 220 67 128
leaf_count=3062454 6134 994861 602 782 1534 516 23 426 286 144 87 171 741 38 62 22 31 22 4040 32 59 104 31 27 79 40 41 220 67 128
internal_value=0 48.058 2060.52 4572.23 -247.175 -10609.8 -35312.3 7728.68 9237.3 5253.51 -3750.43 521.912 -7228.43 4486.14 40899.2 11346.1 10855.5 69169.9 11517.3 12811.3 42140.4 57613.1 121733 13561.4 11203.5 13674.3 -7639.67 11412 65137.7 -37827.9
internal_weight=0 1.01135e+06 16489 10355 4098 1421 539 6257 5831 2677 1143 1056 885 882 100 5229 5185 44 5154 4868 253 221 90 131 4615 4080 535 328 108 207
internal_count=4073804 1011350 16489 10355 4098 1421 539 6257 5831 2677 1143 1056 885 882 100 5229 5185 44 5154 4868 253 221 90 131 4615 4080 535 328 108 207
is_linear=0
shrinkage=0.1


Tree=4599
num_leaves=31
num_cat=0
split_feature=4 1 0 0 4 0 1 1 0 4 0 4 1 4 6 6 0 6 6 3 0 1 6 6 7 0 6 6 4 4
split_gain=3.05232e+11 1.78632e+12 1.85073e+13 4.86782e+13 6.89011e+13 7.89501e+13 4.76522e+13 9.59898e+13 7.43213e+13 1.11162e+14 8.95745e+13 1.43838e+14 1.03394e+14 1.89136e+14 7.55125e+13 7.37501e+13 6.70729e+13 5.88156e+13 1.09422e+14 7.36121e+13 5.70201e+13 1.32312e+14 7.63776e+13 5.1568e+13 5.17031e+13 4.85318e+13 6.79633e+13 4.84552e+13 4.7566e+13 4.74702e+13
threshold=9.5000000000000018 37.475446350000006 55.737027400000009 55.660117850000006 11.500000000000002 55.685785750000008 37.425454150000007 37.318079750000003 55.710673100000008 15.500000000000002 55.676890650000011 21.500000000000004 37.46219940000001 15.500000000000002 68.515000000000015 73.995000000000019 55.667390500000003 61.025000000000006 52.015000000000008 6.5000000000000009 55.721784200000009 37.46219940000001 65.00500000000001 56.505000000000003 6.0000000000000009 55.667390500000003 77.565000000000012 79.710000000000022 14.500000000000002 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 3 -2 5 -5 7 28 10 14 12 15 25 -14 17 -12 -15 18 -10 -20 21 22 23 24 -11 -8 29 -22 -6 -27
right_child=1 -3 -4 4 6 -7 8 -9 9 20 11 -13 13 16 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-29.387103793620028 -296.67918093052452 69.605861330209109 240.25489949346888 -138986.65546599912 -16720.801501127575 -26066.624932306466 -10678.414898443687 -15767.765766391442 27405.005989768288 78052.168065752296 -70638.460277401507 -3129.5329479056727 307241.17370689654 81325.432070777533 143038.26391129033 32028.236127929689 -14548.906338571947 -44997.872039794922 44744.372836538467 261970.7012820513 -30242.731728270464 239010.42329282407 71808.475523890709 -37711.512158573787 -1153.2886327988062 -20593.044574218751 122615.89322916669 74172.385204081642 6330.4512530611137 51167.264594755121
leaf_weight=1892492 91809 1762547 307287 71 1122 484 1026 7320 220 112 558 1969 29 168 93 80 129 64 26 39 478 27 181 247 312 200 66 49 4428 171
leaf_count=1892492 91809 1762547 307287 71 1122 484 1026 7320 220 112 558 1969 29 168 93 80 129 64 26 39 478 27 181 247 312 200 66 49 4428 171
internal_value=0 25.4961 -160.158 -1263.89 -5778.54 -40512.3 -4770 -8247.83 2398.42 19225.3 -4675.3 -16500.2 12556.4 63484.2 62968.3 -57764.9 39683 41631.7 61085.3 175080 5473.9 21067 14160.3 -1390.05 19768.9 1208.19 29115.9 -20534.3 1670.36 12482.5
internal_weight=0 2.18131e+06 418765 111478 19669 555 19114 12870 6244 1848 4396 2607 1789 326 442 638 297 349 285 65 1406 879 852 671 424 1463 437 527 5550 371
internal_count=4073804 2181312 418765 111478 19669 555 19114 12870 6244 1848 4396 2607 1789 326 442 638 297 349 285 65 1406 879 852 671 424 1463 437 527 5550 371
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=31
num_cat=0
split_feature=2 0 5 6 1 6 0 0 4 0 4 4 6 6 1 1 6 6 1 6 1 4 7 0 1 1 1 4 3 4
split_gain=3.39501e+11 3.31149e+12 1.12901e+13 1.67739e+13 2.67176e+13 1.62035e+13 1.41476e+13 1.97619e+13 1.32967e+13 1.73309e+13 1.71274e+13 2.14496e+13 2.22357e+13 1.49348e+13 1.37978e+13 1.24736e+13 1.48838e+13 1.85988e+13 1.321e+13 2.61e+13 1.49941e+13 5.46036e+13 2.89535e+13 3.83256e+13 5.58468e+13 2.3042e+13 1.98408e+13 4.22427e+13 8.83053e+13 2.3577e+13
threshold=451.00000000000006 55.988910100000005 2.5000000000000004 73.00500000000001 38.166910000000009 189.00000000000003 56.385857200000011 56.342669500000007 16.500000000000004 56.006509350000009 9.5000000000000018 4.5000000000000009 76.00500000000001 73.995000000000019 37.425454150000007 37.503969450000007 53.705000000000005 53.995000000000012 37.534144550000008 38.605000000000011 37.543519500000009 14.500000000000002 6.0000000000000009 56.006509350000009 37.858952300000006 37.755233900000007 38.166910000000009 14.500000000000002 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 15 6 -4 7 8 10 -10 11 -5 -13 -11 -12 16 -3 -18 19 -17 21 -20 -22 24 -24 -25 -27 28 -28 -29
right_child=-2 2 5 4 -6 -7 -8 -9 9 13 14 12 -14 -15 -16 18 17 -19 20 -21 22 -23 23 25 -26 26 27 29 -30 -31
leaf_value=126.53948423853829 -12.891428605802554 -1872.993120826407 2357.5978593576865 30791.932839439658 66400.276732772443 -63057.202193410776 48274.601234879032 -55818.776514400663 -71973.664609375002 -60311.658775592681 84226.477546296301 13861.078493923613 -63409.200152994803 -1501.0611858300203 7701.283413217905 -8046.4785706184703 -39946.656485704356 -7661.3834190588086 7873.9006179336866 15649.863750197721 -854.05567286871428 -30063.488213855595 74325.493873481537 39009.319671259072 -91533.962896993893 -5201.7559565827714 21518.314224759615 -99993.915980113641 245971.71744791666 11419.742711611962
leaf_weight=628101 3396489 13127 10782 58 39 38 31 134 75 58 27 54 120 169 185 691 191 2712 807 1420 16266 716 173 197 23 871 65 22 24 139
leaf_count=628101 3396489 13127 10782 58 39 38 31 134 75 58 27 54 120 169 185 691 191 2712 807 1420 16266 716 173 197 23 871 65 22 24 139
internal_value=0 64.6458 -725.281 -1529.34 -14651.8 2127.86 -18121.6 -20460.6 -14109.4 -30297.3 -3098.7 -21873.6 -39428.8 -16527.6 17447.4 -1196.41 -3305.94 -9785.56 382.741 7893.27 -438.619 -9961.4 377.084 13604.1 54862.4 7468.59 1925.75 26758 82045.1 -3804.48
internal_weight=0 677315 49214 38394 950 10820 911 880 746 302 444 232 174 227 212 37444 16030 2903 21414 2111 19303 1523 17780 1514 196 1318 1121 250 89 161
internal_count=4073804 677315 49214 38394 950 10820 911 880 746 302 444 232 174 227 212 37444 16030 2903 21414 2111 19303 1523 17780 1514 196 1318 1121 250 89 161
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=31
num_cat=0
split_feature=6 0 0 1 1 4 6 6 6 1 4 5 3 4 1 3 3 6 1 1 4 6 6 1 4 4 7 4 1 6
split_gain=3.2375e+11 2.4511e+12 1.13657e+13 1.99293e+13 4.89205e+13 3.78496e+13 3.76684e+13 3.36254e+13 3.54553e+13 2.8286e+13 5.48571e+13 2.73628e+13 3.96059e+13 2.91142e+13 4.04735e+13 4.30213e+13 9.03512e+13 5.23947e+13 3.30881e+13 3.21509e+13 2.79719e+13 2.77514e+13 9.18191e+13 2.67792e+13 2.6324e+13 2.59851e+13 2.57583e+13 2.53493e+13 2.8344e+13 2.48676e+13
threshold=41.505000000000003 59.882709350000006 59.864072000000007 30.303340300000002 30.362494150000003 6.5000000000000009 108.05000000000001 97.020000000000024 72.50500000000001 30.438492500000006 15.500000000000002 2.5000000000000004 1.5000000000000002 16.500000000000004 30.323041000000003 6.5000000000000009 8.5000000000000018 62.995000000000012 30.315889700000003 30.330566300000005 9.5000000000000018 56.505000000000003 66.010000000000005 30.389265100000003 6.5000000000000009 4.5000000000000009 6.0000000000000009 25.500000000000004 30.472130500000002 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 8 -5 10 23 12 -7 14 15 17 -17 18 -14 -16 -19 -15 -23 -6 -4 -25 -21 28 -11 -13
right_child=1 -3 3 4 6 11 -8 -9 -10 27 -12 29 13 21 19 16 -18 20 -20 26 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=41.062433994717537 -5.4503426812580003 -345.13699787035034 9343.4702526541314 -10477.700117934597 1114.3321552494451 -48588.953293059596 90874.00352185838 -108130.90989583333 47113.55488022558 15946.347778899762 34510.388402509518 -37919.140815017883 60190.498929610912 -37573.735666725857 2656.4795132882255 279747.32367424242 56214.393886718753 214057.45799278846 -73591.260058593747 -5311.803794302592 58885.27075660343 190183.24832175928 -68272.980287388404 -116577.97979525864 -8965.4284707883471 -20710.604821225919 83700.376354125212 -47155.945131553097 -6489.140071774601 25480.043263276028
leaf_weight=1305005 2545557 213163 1190 366 753 43 47 27 151 1896 271 83 51 66 140 33 40 26 29 41 21 27 28 29 2309 1129 157 82 801 243
leaf_count=1305005 2545557 213163 1190 366 753 43 47 27 151 1896 271 83 51 66 140 33 40 26 29 41 21 27 28 29 2309 1129 157 82 801 243
internal_value=0 -19.3538 7.81948 3359.25 6601.88 21991.9 1770.99 661.349 6342.96 926.841 -7594.7 33279.6 44397.6 50465 60433 96089.5 157264 60926.4 11694.6 39334.6 144725 6144.11 58605.5 -13565.6 -2738.62 -23111.4 65268.6 7617.74 9283.08 9338.53
internal_weight=0 2.7688e+06 2.55564e+06 10079 6580 1572 5008 544 517 4961 2182 1028 702 659 538 200 73 127 80 338 47 121 55 1911 3499 1158 198 2779 2697 326
internal_count=4073804 2768799 2555636 10079 6580 1572 5008 544 517 4961 2182 1028 702 659 538 200 73 127 80 338 47 121 55 1911 3499 1158 198 2779 2697 326
is_linear=0
shrinkage=0.1


Tree=4602
num_leaves=31
num_cat=0
split_feature=5 1 3 2 4 4 6 2 2 6 0 3 3 6 3 1 1 0 0 0 6 1 1 3 4 6 4 1 6 1
split_gain=2.87924e+11 3.05806e+12 4.63965e+12 4.80187e+12 4.67319e+12 6.0672e+12 6.65278e+12 8.36593e+12 5.50198e+12 6.34828e+12 4.5494e+12 1.96936e+13 2.24752e+13 6.90435e+12 6.08495e+12 4.04586e+12 3.84743e+12 3.62672e+12 3.40884e+12 1.07235e+13 1.0047e+13 1.37329e+13 1.85605e+13 8.70844e+12 1.509e+13 2.19469e+13 2.57429e+13 2.596e+13 4.0441e+13 1.88542e+13
threshold=4.5000000000000009 92.791023150000015 11.500000000000002 4046.5000000000005 3.5000000000000004 5.5000000000000009 168.45000000000002 9236.5000000000018 9236.5000000000018 116.05000000000001 56.041614100000011 7.5000000000000009 3.5000000000000004 120.05000000000001 5.5000000000000009 103.8879505 113.48479755000001 56.067362750000008 59.905532300000012 59.864072000000007 97.020000000000024 30.315889700000003 30.260128500000004 8.5000000000000018 6.5000000000000009 118.04500000000002 5.5000000000000009 30.362494150000003 103.03500000000001 50.815483650000004
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 6 7 -6 9 15 13 12 17 -3 -15 -7 -10 -12 19 -2 -21 22 -22 24 25 26 -20 28 -28 -27
right_child=1 2 -4 4 5 8 -8 -9 16 -11 11 -13 -14 14 -16 -17 -18 -19 23 20 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-1.5827876932653515 -188.99191143451856 32798.860880105538 -39622.136093750007 35038.819965277777 25385.589792351977 32519.889723557695 -71014.037286931823 -38337.680012478304 65877.157924107145 -38640.553186677629 51491.211093750004 -41040.149368990387 133710.31335358796 -35075.787092391307 28867.152734375002 -22800.392219238282 14558.011181640626 657.80620040893564 11556.349312537355 32409.538095238095 -53762.874509148853 -88887.296650390635 65252.141171875002 25905.853677055638 -15753.674917506169 -4009.1491475785342 -719.89899796195652 6458.4575433775435 163560.13237645349 91780.250223214287
leaf_weight=4059415 11711 57 20 36 38 39 22 45 21 38 25 26 27 46 22 20 48 32 366 21 38 40 20 166 380 955 23 43 43 21
leaf_count=4059415 11711 57 20 36 38 39 22 45 21 38 25 26 27 46 22 20 48 32 366 21 38 40 20 166 380 955 23 43 43 21
internal_value=0 446.535 7677.63 9423 1187.87 -3308.93 -22122.4 -9163.17 8591.15 -6763.64 20181.2 35013.3 58553.7 7129.01 -14388.4 13767.3 30176.9 22953.2 152.626 -492.487 -30360 -43810.6 -12723.2 3974.21 1985.86 6631.64 24260.8 66919.6 106311 -1948.11
internal_weight=0 14389 562 542 307 271 105 83 166 97 235 110 84 125 68 59 69 57 13827 11830 119 98 58 1997 1831 1451 475 109 66 976
internal_count=4073804 14389 562 542 307 271 105 83 166 97 235 110 84 125 68 59 69 57 13827 11830 119 98 58 1997 1831 1451 475 109 66 976
is_linear=0
shrinkage=0.1


Tree=4603
num_leaves=31
num_cat=0
split_feature=1 5 0 0 4 4 6 5 6 4 6 0 1 3 6 6 6 4 0 3 7 4 3 5 6 3 6 6 6 6
split_gain=2.89154e+11 3.15849e+12 2.84123e+12 1.6528e+13 4.87327e+13 2.01233e+13 1.17218e+13 9.96618e+12 1.69267e+13 2.24944e+13 1.23071e+13 9.41099e+12 3.57166e+13 4.019e+13 1.94136e+13 2.28959e+13 2.56564e+13 2.14607e+13 6.88686e+13 6.613e+13 2.89211e+13 3.77049e+13 2.82647e+13 2.76582e+13 3.41964e+13 2.61736e+13 6.3812e+13 3.81742e+13 2.27359e+13 4.38536e+13
threshold=30.260128500000004 5.5000000000000009 59.91832440000001 59.905532300000012 8.5000000000000018 6.5000000000000009 46.010000000000012 2.5000000000000004 70.50500000000001 11.500000000000002 84.810000000000016 59.950512650000007 30.242318500000007 11.500000000000002 116.05000000000001 92.02500000000002 86.920000000000016 9.5000000000000018 59.939085000000013 10.500000000000002 6.0000000000000009 6.5000000000000009 9.5000000000000018 2.5000000000000004 72.020000000000024 4.5000000000000009 67.445000000000007 66.010000000000005 63.140000000000008 77.010000000000005
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 -5 -6 8 9 -8 -9 12 -4 14 15 16 17 20 22 23 21 28 -19 24 -20 26 -23 -27 -14 -30
right_child=-2 -3 11 4 6 -7 7 10 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-111.10123334515264 -4.9094231253110792 28970.719438733551 449.39118267755958 -4111.8056002226922 -9172.5189680232561 74353.901289062502 -123052.10875822369 7332.7964477539062 -164254.49332386366 -19584.197485871013 -82610.486099137939 176.66057420625384 -22571.481371532558 148863.25203804349 -40557.701238082635 57825.084287034828 -66992.946813322371 -11965.589342357496 72005.945733418368 -103086.24967447917 -44639.622724340596 15309.07672275641 102757.50421195652 134320.45015914351 -17999.262492340687 74971.34576743521 209300.549375 -74943.013119612064 113454.94759114583 -44496.844360351562
leaf_weight=77191 3940012 38 5799 494 43 35 38 32 22 47 29 48506 227 23 59 131 38 324 245 24 109 39 23 54 51 41 30 29 39 32
leaf_count=77191 3940012 38 5799 494 43 35 38 32 22 47 29 48506 227 23 59 131 38 324 245 24 109 39 23 54 51 41 30 29 39 32
internal_value=0 144.577 136.387 -253.691 -15127.5 1079.69 -55760.7 -67685.1 -86075.1 -65840.4 -35427.1 680.95 4023.99 17679.5 15661.3 17971.2 13970.5 16398.8 27724.4 57493.9 1443.13 12937.5 -4361.46 68505.1 56498.3 55946.4 99653.2 12864 -7123.77 42265.4
internal_weight=0 133792 133754 77931 740 529 211 168 107 85 61 55823 7317 1518 1495 1436 1305 1267 721 374 546 437 347 350 296 139 69 70 298 71
internal_count=4073804 133792 133754 77931 740 529 211 168 107 85 61 55823 7317 1518 1495 1436 1305 1267 721 374 546 437 347 350 296 139 69 70 298 71
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 7 4 1 1 6 6 6 6 1 6 6 3 3 3 4 3 3 4 7 0 1 4 5 4 6
split_gain=3.02611e+11 5.25237e+12 1.53316e+13 1.71935e+13 3.20414e+13 1.89249e+13 5.74705e+13 2.93126e+13 1.54785e+13 5.67215e+13 3.63219e+13 7.45869e+13 6.28555e+13 2.86097e+13 2.49079e+13 2.37917e+13 2.05575e+13 3.49611e+13 6.47792e+13 6.68652e+13 2.29323e+13 1.93376e+13 1.81646e+13 8.6687e+13 2.0032e+13 1.76032e+13 1.71709e+13 2.27493e+13 2.09938e+13 6.20509e+13
threshold=59.848366150000011 59.764576050000009 30.425503950000003 30.370944000000005 8.5000000000000018 6.0000000000000009 13.500000000000002 30.389265100000003 30.345769800000003 116.05000000000001 77.565000000000012 73.41500000000002 80.720000000000013 30.362494150000003 79.710000000000022 83.010000000000005 3.5000000000000004 11.500000000000002 9.5000000000000018 22.500000000000004 14.500000000000002 5.5000000000000009 11.500000000000002 6.0000000000000009 59.825842200000004 30.362494150000003 13.500000000000002 2.5000000000000004 17.500000000000004 75.010000000000005
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 8 -5 -6 -7 -8 26 10 11 22 13 14 -12 -14 -17 18 -18 -20 -19 -13 23 -10 -25 -22 -3 28 29 -28
right_child=-2 2 -4 4 5 6 7 -9 9 -11 12 21 15 -15 -16 16 17 20 19 -21 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4.7916099883250727 -87.22104799873415 2288.6988257592125 5844.3745651445279 -40033.478706534966 -5772.8188597416811 27877.468215036319 -29935.582576230128 41903.689636777053 6563.8336714946581 -126863.24270019532 11109.808961962091 15049.417447916667 50883.863464215159 -105860.20883075842 -96737.901308001892 40843.478735351564 -11697.378571313275 65205.044736493648 -15943.378750000002 -261256.75459375 -38428.114295247397 124460.98351004464 10687.008949776044 -43454.486451099539 -128091.46019665949 53316.982596982765 -9364.6447200451312 8874.926267711633 954.36697173478933 111220.85632267443
leaf_weight=3665537 362394 16841 5870 244 4737 645 373 67 812 32 61 21 87 89 33 74 121 59 20 25 75 70 4164 54 58 29 5619 1461 4089 43
leaf_count=3665537 362394 16841 5870 244 4737 645 373 67 812 32 61 21 87 89 33 74 121 59 20 25 75 70 4164 54 58 29 5619 1461 4089 43
internal_value=0 8.51654 1071.92 371.615 -4532.06 -3044.19 8868.7 -18996.4 1248.11 5911.28 6637.32 9477.31 -15217.5 -65225.2 -26751.6 3458.83 -6779.33 -17490.8 -49793.2 -152229 15406 99212.2 7872.38 -4811.7 -87284.3 -12845.3 270.032 -2762.11 -4505.7 -8448.86
internal_weight=0 3.71141e+06 45873 40003 6066 5822 1085 440 33937 5884 5852 5179 673 183 94 490 403 329 166 45 163 91 5088 924 112 104 28053 11212 9751 5662
internal_count=4073804 3711410 45873 40003 6066 5822 1085 440 33937 5884 5852 5179 673 183 94 490 403 329 166 45 163 91 5088 924 112 104 28053 11212 9751 5662
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=31
num_cat=0
split_feature=1 1 3 3 6 6 6 5 6 4 4 6 6 3 0 6 6 6 3 4 3 6 0 4 4 5 6 6 4 6
split_gain=3.21783e+11 5.30024e+12 8.31532e+12 1.71342e+13 1.33332e+13 8.54812e+12 2.47063e+13 1.05523e+13 2.40091e+13 1.52059e+13 1.21416e+13 1.19413e+13 1.12477e+13 1.32706e+13 9.87503e+12 9.58773e+12 2.088e+13 1.2907e+13 2.17221e+13 1.27795e+13 3.07285e+13 9.87629e+12 1.22401e+13 9.45485e+12 1.48435e+13 1.21913e+13 2.06193e+13 1.46416e+13 1.75034e+13 1.41837e+13
threshold=36.555998300000006 36.593086150000012 1.5000000000000002 4.5000000000000009 114.05000000000001 77.565000000000012 75.010000000000005 2.5000000000000004 64.405000000000015 9.5000000000000018 14.500000000000002 73.995000000000019 69.605000000000004 8.5000000000000018 55.102137100000007 67.91500000000002 67.00500000000001 69.015000000000015 11.500000000000002 13.500000000000002 9.5000000000000018 71.715000000000018 50.596941950000009 8.5000000000000018 7.5000000000000009 3.5000000000000004 125.02000000000002 110.01500000000001 14.500000000000002 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 4 -4 -2 6 7 8 -5 11 15 -9 -12 -14 23 16 -10 -17 19 21 -21 -19 -23 24 -7 26 27 -25 -29 -30
right_child=1 -3 3 5 -6 14 -8 9 10 -11 12 -13 13 -15 -16 17 -18 18 -20 20 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-78.295530545756264 -3705.5144844227784 1.9297938975361419 7344.6847848871594 -1270.974019451304 -85815.327523193366 -2224.400696681701 -35213.050059825968 -3444.14959842186 14420.815697115384 -19253.823720571159 16895.155102251836 32948.127250880825 117076.70630580357 38834.427108764648 55984.069608347039 -42164.418894909279 121887.0369047619 10685.589857219828 -50980.152133413467 -71525.465071033293 56357.608639705883 33793.178906250003 114268.15591724537 14222.218059133978 -80766.378808593756 -5096.0770125165473 65886.110907907205 -37499.359929108796 37008.735904255322 -19020.006025502877
leaf_weight=464999 1768 3592523 4996 4638 20 97 212 777 130 666 170 102 28 96 38 62 21 87 52 42 34 63 27 1081 32 661 66 135 94 87
leaf_count=464999 1768 3592523 4996 4638 20 97 212 777 130 666 170 102 28 96 38 62 21 87 52 42 34 63 27 1081 32 661 66 135 94 87
internal_value=0 10.0885 1810.25 2603.99 -4623.97 110.352 -1581.08 -561.783 1506.2 -7856.6 17368.9 778.845 33600.1 56502 5431.24 8156.6 29366.4 -570.071 7885.17 19984 -14314.6 34711.1 57935.7 4578.59 -21707.7 6175.08 11267.5 8687.1 -10247.9 10077.8
internal_weight=0 3.6088e+06 16282 14494 1788 9498 7207 6995 5450 1545 812 879 294 124 2291 518 151 367 305 253 76 177 90 2253 129 2124 1463 1397 316 181
internal_count=4073804 3608805 16282 14494 1788 9498 7207 6995 5450 1545 812 879 294 124 2291 518 151 367 305 253 76 177 90 2253 129 2124 1463 1397 316 181
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=31
num_cat=0
split_feature=0 6 6 3 3 4 3 4 5 2 4 1 0 6 3 4 1 1 1 4 4 0 1 4 1 1 1 7 0 1
split_gain=3.10012e+11 3.55509e+12 6.42143e+12 1.17651e+13 1.05112e+13 9.1404e+12 8.19342e+12 7.6707e+12 7.57599e+12 1.03653e+13 7.43202e+12 1.67951e+13 9.63684e+12 7.2665e+12 7.22121e+12 1.1577e+13 2.09291e+13 1.02575e+13 1.67336e+13 3.38213e+13 1.83364e+13 1.37483e+13 1.03599e+13 1.53751e+13 1.00061e+13 9.79779e+12 2.02558e+13 2.96082e+13 2.23169e+13 2.5749e+13
threshold=60.002985000000002 80.030000000000015 86.030000000000015 3.5000000000000004 22.500000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 4395.5000000000009 5.5000000000000009 30.362494150000003 60.034792100000011 81.705000000000013 6.5000000000000009 10.500000000000002 39.803839700000005 30.260128500000004 30.410676000000006 9.5000000000000018 11.500000000000002 60.05226170000001 30.323041000000003 17.500000000000004 30.303340300000002 30.242318500000007 30.260128500000004 6.0000000000000009 60.034792100000011 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 12 -12 -9 17 16 -16 -7 19 24 -21 -20 -22 -24 -19 -17 27 -27 29 -28
right_child=1 2 -4 4 -6 14 8 13 -10 -11 11 -13 -14 -15 15 25 -18 18 21 20 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-5.5476979293047517 -11.952325470094568 58901.575364583339 375.42065633384647 -40925.313763786769 -18014.576883473117 1312.7918429796439 18386.038830850292 28259.163165283204 -3469.5182682053319 -83874.402010995371 -29125.935388513517 26152.831747159093 -108567.9055889423 -5407.2747103201909 -47664.33117466166 29483.71875637845 20200.279328845798 172174.81391369051 -50042.858274147729 -63623.811562499999 -3419.2048645019531 17553.957730594757 105851.41411528716 31331.878532936793 80138.226388888899 -71563.315450246722 51360.557331261269 16706.892731034128 2794.4346997742009 -41347.536130022323
leaf_weight=3915450 144082 30 10518 34 136 251 43 96 717 27 37 33 26 193 99 222 84 21 33 20 48 341 37 110 27 76 208 76 694 35
leaf_count=3915450 144082 30 10518 34 136 251 43 96 717 27 37 33 26 193 99 222 84 21 33 20 48 341 37 110 27 76 208 76 694 35
internal_value=0 137.172 1642.65 5193.17 9035.22 10557.9 -2963.99 10772.2 -7926.43 -27177.1 -16163.9 -31639.4 -61911.5 5776.04 11292.8 7047.87 -16513.4 18434.5 25181 44508.8 27564.7 11589.5 36917.4 50088.5 120404 10336.7 6433.5 -27428.2 11926.5 38007.5
internal_weight=0 158354 14272 3754 2552 2416 1202 319 883 166 139 96 63 289 2382 1494 183 888 637 263 215 374 195 147 48 1311 1089 152 937 243
internal_count=4073804 158354 14272 3754 2552 2416 1202 319 883 166 139 96 63 289 2382 1494 183 888 637 263 215 374 195 147 48 1311 1089 152 937 243
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=31
num_cat=0
split_feature=6 6 1 1 1 0 1 0 1 3 4 1 3 4 5 3 0 1 0 5 5 1 6 1 5 1 4 4 0 1
split_gain=3.35768e+11 3.73791e+12 8.18841e+12 4.28088e+13 2.31124e+13 2.53195e+13 3.97987e+13 2.41469e+13 4.31869e+13 2.28648e+13 3.94343e+13 2.1817e+13 4.04315e+13 6.32277e+13 2.65767e+13 3.33757e+13 2.06749e+13 1.83973e+13 2.81425e+13 3.14035e+13 2.5248e+13 1.82226e+13 4.10805e+13 6.06813e+13 4.50627e+13 4.04787e+13 1.67935e+13 1.46961e+13 1.80474e+13 2.87629e+13
threshold=68.00500000000001 66.50500000000001 37.488790500000007 37.318079750000003 37.631035900000008 55.710673100000008 37.618684050000006 55.749683450000006 37.534144550000008 4.5000000000000009 7.5000000000000009 37.600779750000008 6.5000000000000009 15.500000000000002 2.5000000000000004 15.500000000000002 55.676890650000011 37.290808600000013 55.676890650000011 2.5000000000000004 2.5000000000000004 37.517483500000004 67.445000000000007 37.600779750000008 2.5000000000000004 37.586700500000006 22.500000000000004 14.500000000000002 55.579943700000008 37.600779750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 8 -7 21 -11 -12 -13 -14 15 26 27 -3 20 -20 -19 -9 24 -24 -23 -26 -15 -4 -29 -30
right_child=-2 2 4 -5 -6 7 -8 9 -10 10 11 12 13 14 -16 -17 -18 18 19 -21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-2.1064478175639372 -60.375328847856423 1018.8981589030687 -14497.159136692086 15430.134701595567 638.17252941270033 -3149.8727327473962 -83037.88577665441 -30605.9454633354 -183122.63531901044 -131965.31459960938 -13035.186019427143 -155958.30453629032 98064.383652343764 -110546.46703125001 14686.950115740743 -191287.59765625 65490.739655172423 -62602.766904327975 103623.97852822581 -32822.251435810809 31322.095809151786 -58544.035909449798 28582.524473085512 210383.14144021738 91203.669053819453 -72416.769589378717 19043.296875 6394.1178096978801 19521.604200157755 158186.56227678573
leaf_weight=3250793 751260 10740 293 2283 55973 30 51 101 24 32 863 31 30 20 27 26 58 157 31 37 35 94 91 23 54 21 20 533 52 21
leaf_count=3250793 751260 10740 293 2283 55973 30 51 101 24 32 863 31 30 20 27 26 58 157 31 37 35 94 91 23 54 21 20 533 52 21
internal_value=0 13.6515 727.588 2968.87 218.404 -9198.7 3036.68 -17492.8 -83137.8 -15019 -22661.6 -19222.4 -53894.6 -28171.2 -68892.4 -103084 7623.72 382.593 -25901.7 29381.2 -45481 5858.67 18872.5 65261.6 -12419.5 45389.9 -45751.6 3890.37 12780.7 59411.5
internal_weight=0 3.32254e+06 71751 13283 58468 2495 1008 1487 54 1433 1049 1017 154 123 93 66 957 11000 260 68 192 384 283 114 169 75 40 899 606 73
internal_count=4073804 3322544 71751 13283 58468 2495 1008 1487 54 1433 1049 1017 154 123 93 66 957 11000 260 68 192 384 283 114 169 75 40 899 606 73
is_linear=0
shrinkage=0.1


Tree=4608
num_leaves=31
num_cat=0
split_feature=1 1 7 4 4 6 4 5 4 3 3 3 4 6 0 4 6 6 6 6 3 0 3 3 3 6 3 6 6 6
split_gain=2.88543e+11 4.29594e+12 7.82499e+12 9.14595e+12 1.08758e+13 1.57249e+13 8.71742e+12 1.08673e+13 1.19759e+13 9.41859e+12 7.2388e+12 1.19846e+13 1.63908e+13 1.74882e+13 1.64855e+13 1.52201e+13 1.57738e+13 2.1339e+13 2.19065e+13 1.98692e+13 1.51606e+13 1.10844e+13 1.02617e+13 1.52963e+13 2.44818e+13 1.05607e+13 1.00389e+13 8.5683e+12 8.5682e+12 7.60263e+12
threshold=36.555998300000006 36.593086150000012 6.0000000000000009 7.5000000000000009 13.500000000000002 74.615000000000009 16.500000000000004 3.5000000000000004 21.500000000000004 17.500000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 81.02500000000002 50.596941950000009 13.500000000000002 73.00500000000001 52.990000000000002 51.015000000000008 77.565000000000012 12.500000000000002 50.556058150000005 10.500000000000002 9.5000000000000018 7.5000000000000009 112.00500000000001 12.500000000000002 84.810000000000016 101.02000000000002 84.810000000000016
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 5 -5 10 8 9 -8 28 -12 15 26 21 20 17 18 -17 -18 -13 -15 23 24 25 -23 -14 -24 -2 -21
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 12 13 14 -16 16 19 -19 -20 29 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-74.141445699768767 -2879.6841227091277 2.2080512417013032 -17312.830274643133 22065.747473144533 10134.677815511555 104106.69736217153 -2722.7125979442853 -27132.892134500627 -79444.156640625006 46971.970162259619 7043.5187653452231 272.23203214449427 13483.659785711487 -25403.639812500001 -51374.442720170453 -529.69496809398856 -73471.846251977855 18108.533983317699 -68302.227458333335 17684.20325270433 59192.099280894887 -2596.0183595751155 29962.334712837841 -18186.062707270408 119916.29724264707 75708.30651041666 -15959.674894141142 89760.339323874097 -49714.940140380866 -24415.145078125002
leaf_weight=464999 1664 3592523 81 80 334 33 1727 199 20 39 4537 5840 299 25 22 131 79 254 75 52 44 61 37 49 34 24 189 68 40 245
leaf_count=464999 1664 3592523 81 80 334 33 1727 199 20 39 4537 5840 299 25 22 131 79 254 75 52 44 61 37 49 34 24 189 68 40 245
internal_value=0 9.55322 1630.22 13605 19207.5 46024.6 1228.88 -4966.52 -2496.7 -1625.26 2122.04 2983.73 536.967 13993.7 32161.4 -1081.04 -13706.8 -1288.02 -25204.2 -28900 712.829 38328.5 44164.8 28837.4 48200 19513.4 2080.4 68688.7 -3979.1 -17044.2
internal_weight=0 3.6088e+06 16282 528 447 113 15754 1985 1786 1766 13769 12065 7528 808 320 6720 836 460 206 376 5884 298 273 168 119 85 488 105 1704 297
internal_count=4073804 3608805 16282 528 447 113 15754 1985 1786 1766 13769 12065 7528 808 320 6720 836 460 206 376 5884 298 273 168 119 85 488 105 1704 297
is_linear=0
shrinkage=0.1


Tree=4609
num_leaves=31
num_cat=0
split_feature=1 0 4 3 6 6 6 7 4 3 6 0 6 6 3 4 6 6 3 4 3 0 6 5 4 0 4 6 6 6
split_gain=2.95388e+11 2.84479e+12 2.838e+12 3.02893e+12 2.67508e+12 7.7163e+12 5.02481e+12 7.88101e+12 7.29024e+12 3.16457e+12 7.02012e+12 5.45327e+12 2.63759e+12 1.48839e+13 8.74823e+12 8.80371e+12 7.70407e+12 2.81326e+13 2.49709e+13 1.11641e+13 9.22635e+12 1.9198e+13 2.11662e+13 5.77091e+13 1.57911e+13 1.92505e+13 1.32339e+13 2.88378e+13 1.49558e+13 1.38527e+13
threshold=28.601854300000003 54.431501800000014 23.500000000000004 11.500000000000002 80.720000000000013 102.04000000000001 75.605000000000004 6.0000000000000009 12.500000000000002 14.500000000000002 62.995000000000012 54.724612400000005 57.410000000000004 55.015000000000008 3.5000000000000004 4.5000000000000009 62.625000000000007 62.995000000000012 2.5000000000000004 11.500000000000002 5.5000000000000009 54.73499850000001 125.02000000000002 3.5000000000000004 13.500000000000002 54.947759400000002 9.5000000000000018 71.715000000000018 64.405000000000015 81.02500000000002
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 12 6 -6 8 -8 -5 -10 11 -11 13 -3 -15 -16 19 18 -18 -14 -19 26 24 -24 25 -23 27 -22 -28 -29
right_child=-2 2 -4 4 5 -7 7 -9 9 10 -12 -13 16 14 15 -17 17 20 -20 -21 21 22 23 -25 -26 -27 28 29 -30 -31
leaf_value=-35665.048512960566 -2.5567588057178554 609.83304562096373 29183.109748391547 -33935.78798076923 -35617.413421474361 26408.054007523147 71097.027173913055 -7287.3755741514005 -4443.0486929112867 -12875.009645432692 49615.388547092014 36288.144137369789 -6834.8920819954801 4055.0612538070973 87576.076992187503 19858.648588103293 147843.48974184782 -1471.8804457632821 24085.773723493305 10976.105865234376 30913.896373328389 -39548.246528596705 161170.16950000002 -47861.08203125 45113.414522879466 -5982.5647248519927 -17762.705043288559 -9768.7689344618066 4412.2268066717206 12299.290811565217
leaf_weight=22 4037405 14367 34 78 78 27 23 29 981 91 36 30 2928 522 20 479 23 10449 56 400 588 265 25 28 42 481 342 459 2748 748
leaf_count=22 4037405 14367 34 78 78 27 23 29 981 91 36 30 2928 522 20 479 23 10449 56 400 588 265 25 28 42 481 342 459 2748 748
internal_value=0 283.598 305.339 278.323 -4328.98 -19668 -3058.8 27382.6 -4360.57 -2333.44 10848.2 -685.798 459.216 1438.92 13105.3 22572.8 -310.656 586.862 60116.5 -4694.15 296.115 3522.41 -10432.8 50738.6 -14547.1 -17906 5924.94 12754 1957.91 3907.21
internal_weight=0 36399 36377 36343 1373 105 1268 52 1216 1138 157 121 34970 15388 1021 499 19582 16254 79 3328 16175 5726 841 53 788 746 4885 1795 3090 1207
internal_count=4073804 36399 36377 36343 1373 105 1268 52 1216 1138 157 121 34970 15388 1021 499 19582 16254 79 3328 16175 5726 841 53 788 746 4885 1795 3090 1207
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=31
num_cat=0
split_feature=5 6 4 3 2 4 4 4 6 6 2 6 0 1 3 1 1 1 6 0 4 6 4 0 0 3 3 1 4 0
split_gain=2.93653e+11 7.48396e+12 1.02178e+13 1.89163e+13 9.20297e+12 9.40128e+12 1.0948e+13 2.56454e+13 2.48897e+13 6.28887e+13 1.64644e+13 4.31664e+13 4.71161e+13 3.52747e+13 3.08921e+13 1.24839e+13 1.57955e+13 2.20807e+13 3.91209e+13 2.01444e+13 9.71358e+12 3.69291e+13 3.8269e+13 1.75933e+13 2.52718e+13 1.68551e+13 1.36896e+13 2.38082e+13 1.26848e+13 1.41924e+13
threshold=3.5000000000000004 75.605000000000004 22.500000000000004 16.500000000000004 9613.5000000000018 13.500000000000002 7.5000000000000009 8.5000000000000018 73.00500000000001 68.515000000000015 75.000000000000014 70.00500000000001 55.554045200000012 37.631035900000008 3.5000000000000004 30.205407000000005 30.370944000000005 30.315889700000003 69.605000000000004 60.034792100000011 16.500000000000004 73.995000000000019 18.500000000000004 55.737027400000009 55.676890650000011 1.5000000000000002 3.5000000000000004 38.430814800000007 19.500000000000004 55.721784200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -8 11 12 -2 -14 -13 -9 17 18 -17 -19 23 28 -23 24 26 -25 -7 -28 -22 -30
right_child=1 -3 -4 -5 -6 20 7 15 -10 -11 -12 14 13 -15 -16 16 -18 19 -20 -21 21 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-4.7250682233126362 56597.900937500002 -287.86782656283134 -19317.227900767841 73163.837796267951 -2342.1785621408212 30601.477256944447 21241.350257912662 52022.62135881697 -8809.5718967013891 235885.89561011904 1411.2063761086301 93454.490625000006 -175694.38904344512 -24984.439312500002 -50447.765377103366 131323.64946732955 5387.1101470997683 -93218.374292420514 -16237.108987364476 -13886.05451760488 -26206.693264130015 191540.24253906251 413.32936789772731 76278.708084239144 -148575.61029829548 -13133.368147850792 -145121.5439453125 -14853.794879280253 -21358.983909847862 63472.628677591463
leaf_weight=3951417 20 92914 233 37 4889 27 39 56 36 21 14616 35 41 25 26 22 8474 57 98 73 162 20 22 23 22 253 20 47 38 41
leaf_count=3951417 20 92914 233 37 4889 27 39 56 36 21 14616 35 41 25 26 22 8474 57 98 73 162 20 22 23 22 253 20 47 38 41
internal_value=0 152.555 1540.99 1707.2 1616.67 2412.7 2744.98 5520.42 56925.7 96366.9 1076.29 -32223.5 -77861.9 -118607 32119.1 4958.36 4656.25 -20117 10815.7 -48670.2 -9223.95 4894.52 91426.1 -19416.6 -52094.7 -5682.36 -29514 -53739.7 -10185.7 22667.5
internal_weight=0 122387 29473 29240 29203 24314 23639 8876 96 60 14763 147 86 66 61 8780 8724 250 120 130 675 283 42 392 116 276 94 67 241 79
internal_count=4073804 122387 29473 29240 29203 24314 23639 8876 96 60 14763 147 86 66 61 8780 8724 250 120 130 675 283 42 392 116 276 94 67 241 79
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=31
num_cat=0
split_feature=5 1 1 6 3 3 1 3 3 2 6 6 1 6 1 4 6 0 6 4 1 0 4 6 4 6 6 1 4 3
split_gain=3.04324e+11 2.78762e+12 1.34387e+13 2.13115e+13 1.34342e+13 4.54423e+13 1.84708e+13 1.32595e+13 1.6776e+13 1.27796e+13 2.16021e+13 5.54426e+13 2.17982e+13 1.78386e+13 1.84165e+13 1.25206e+13 2.61626e+13 3.60272e+13 2.41523e+13 2.5099e+13 2.24168e+13 2.05249e+13 2.73627e+13 1.39759e+13 1.20021e+13 1.1886e+13 1.30531e+13 3.03814e+13 3.03213e+13 2.48783e+13
threshold=4.5000000000000009 38.948208550000011 39.625203600000013 156.15000000000003 3.5000000000000004 4.5000000000000009 39.01296365000001 7.5000000000000009 19.500000000000004 2882.5000000000005 122.65000000000002 128.05000000000004 50.815483650000004 65.805000000000021 39.723160900000003 9.5000000000000018 156.15000000000003 57.634352600000007 189.00000000000003 3.5000000000000004 40.024897700000004 55.348830750000012 5.5000000000000009 168.45000000000002 3.5000000000000004 67.91500000000002 108.05000000000001 39.023883200000007 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 25 6 -6 -5 -7 -9 10 13 12 -12 -4 -15 16 -13 18 19 -18 -21 -20 -23 -22 -8 -3 29 -28 -29 -27
right_child=1 2 9 4 5 7 24 8 -10 -11 11 15 -14 14 -16 -17 17 -19 21 20 23 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.6272409976419699 -1558.7865646589262 -19798.437960937503 12894.103899321686 95337.950176411294 -143376.65377604167 -33527.924534887199 56678.707244318182 22654.583610465936 -32324.565234375001 1952.6452902845836 159661.65759114583 -22815.906412400727 28610.815509588068 -98214.218181818185 -21715.936628590556 -22333.58846430073 -36238.037493024553 148949.07329545455 24400.108143615726 133679.75494520398 -34416.346562500003 -105598.87477539064 33247.436399147729 68401.530829326934 -38113.30661764706 29525.844799393213 -5281.9310323293585 118510.79959374999 22975.446357372555 125308.81332131411
leaf_weight=4059415 4639 50 148 31 24 98 22 222 74 7141 30 181 22 33 679 223 28 22 64 36 20 40 22 39 34 89 190 50 99 39
leaf_count=4059415 4639 50 148 31 24 98 22 222 74 7141 30 181 22 33 679 223 28 22 64 36 20 40 22 39 34 89 190 50 99 39
internal_value=0 459.076 1419.16 12268.6 -2342.42 -9783.44 33408.7 -1645.78 8909.8 148.752 -7968.2 4721.23 104217 -18695.2 -25261.5 -2943.64 6622.64 26284.6 15446.7 46968.6 71492.7 -15324.6 -56330.8 33548 -873.587 26540.5 31501.9 21228.7 55034.3 58709.7
internal_weight=0 14389 9750 1022 505 418 87 394 296 8728 1587 727 52 860 712 675 452 271 249 123 95 126 62 59 56 517 467 339 149 128
internal_count=4073804 14389 9750 1022 505 418 87 394 296 8728 1587 727 52 860 712 675 452 271 249 123 95 126 62 59 56 517 467 339 149 128
is_linear=0
shrinkage=0.1


Tree=4612
num_leaves=31
num_cat=0
split_feature=3 1 4 5 0 6 5 6 7 3 4 4 6 0 6 6 4 6 6 6 7 4 6 6 6 1 6 3 4 0
split_gain=2.99302e+11 2.61382e+12 3.40095e+12 1.43847e+13 8.5356e+12 6.87861e+12 6.44434e+12 4.72778e+12 5.45232e+12 7.59589e+12 4.21164e+12 5.73957e+12 6.16693e+12 1.16836e+13 6.62876e+12 5.0048e+12 3.9779e+12 6.62729e+12 4.00284e+12 5.66139e+12 1.4321e+13 3.60621e+12 3.2859e+12 3.2925e+12 3.12188e+12 3.1218e+12 8.48518e+12 8.86191e+12 7.03272e+12 9.11876e+12
threshold=14.500000000000002 30.157841000000001 22.500000000000004 3.5000000000000004 59.856552950000008 100.05000000000001 3.5000000000000004 52.990000000000002 6.0000000000000009 17.500000000000004 20.500000000000004 15.500000000000002 67.91500000000002 59.825842200000004 81.705000000000013 68.00500000000001 25.500000000000004 44.410000000000004 46.805000000000007 59.815000000000005 6.0000000000000009 17.500000000000004 44.410000000000004 42.405000000000008 40.015000000000008 30.389265100000003 138.05000000000004 15.500000000000002 15.500000000000002 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -6 9 -9 11 -2 -13 14 -14 -12 18 -18 22 20 -20 -10 23 24 -4 26 28 -28 29 -3
right_child=1 25 3 -5 6 -7 -8 8 21 -11 15 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.8564282938309731 -34446.784174262153 -6316.6806885238766 -1396.362460748662 77011.798011363644 7204.149351099918 -61525.368898809531 -35026.817007211539 -46150.76984375 68481.842978050598 31049.312034254806 -5035.2393770198232 483.33585576479737 31461.174613620926 80940.115468750009 -28366.444002016127 -41099.697200520837 -7935.9840533088245 59132.333668870189 -94329.570019531253 -4524.3166963918584 -8164.1764790196576 25592.57751075874 39007.391644021744 -34158.865835336539 33433.305716145835 172.93319767009427 88467.797343750004 12989.694436383928 -825.89503006761504 -45336.065695112185
leaf_weight=3758080 36 258 181 22 342 21 26 25 21 26 194 341 46 30 31 48 34 26 28 190 62 295 23 26 30 283422 20 70 29772 78
leaf_count=3758080 36 258 181 22 342 21 26 25 21 26 194 341 46 30 31 48 34 26 28 190 62 295 23 26 30 283422 20 70 29772 78
internal_value=0 93.5155 3606.39 -2453.94 6273.6 -5269.16 13870.2 15663.3 23546.2 -6793.87 -1417.12 3968.58 7055.53 28000.5 7374.73 -12188.5 -3300.19 21127 -6014.31 -14310.8 -34971.2 28442.8 2920.37 -581.742 3555.72 69.9485 -896.61 29762.6 -988.258 -15374.8
internal_weight=0 315724 2104 643 1461 621 735 709 367 51 726 484 448 107 77 242 600 60 540 280 90 316 260 237 211 313620 30198 90 30108 336
internal_count=4073804 315724 2104 643 1461 621 735 709 367 51 726 484 448 107 77 242 600 60 540 280 90 316 260 237 211 313620 30198 90 30108 336
is_linear=0
shrinkage=0.1


Tree=4613
num_leaves=31
num_cat=0
split_feature=0 5 6 4 6 0 6 4 1 6 1 6 4 0 6 0 0 1 1 6 4 6 3 6 3 1 1 4 3 6
split_gain=3.15628e+11 3.00438e+12 6.73842e+12 1.4628e+13 1.63306e+13 1.75147e+13 6.28117e+12 1.71972e+13 1.64757e+13 9.56727e+12 1.44375e+13 8.03187e+12 1.98498e+13 1.26045e+13 7.62054e+12 7.5331e+12 1.83659e+13 1.64261e+13 9.45231e+12 8.50095e+12 7.77771e+12 8.08073e+12 1.9449e+13 1.25354e+13 1.11253e+13 7.54441e+12 7.41514e+12 8.56109e+12 8.13627e+12 1.87889e+13
threshold=60.002985000000002 2.5000000000000004 53.005000000000003 24.500000000000004 51.405000000000008 60.064438250000002 65.00500000000001 11.500000000000002 30.205407000000005 59.025000000000013 30.277905650000005 65.805000000000021 17.500000000000004 63.565651350000003 64.805000000000021 60.028671700000011 60.01610465000001 30.226173900000003 30.277905650000005 60.910000000000004 7.5000000000000009 59.245000000000012 5.5000000000000009 60.005000000000003 5.5000000000000009 30.345769800000003 30.624707450000006 8.5000000000000018 6.5000000000000009 57.715000000000011
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 4 -3 -6 7 15 -9 -10 -11 12 13 -8 -12 16 17 -4 -19 20 -20 24 23 -23 -22 -21 28 -28 -18 -30
right_child=1 2 6 -5 5 -7 11 8 9 10 14 -13 -14 -15 -16 -17 26 18 19 25 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-5.5977238942825505 -108.21894535556333 294.10986844779353 -87351.942968750009 76875.986123511902 -52172.197513163686 -9324.8394140625005 -22818.624607176043 -32995.989902935609 4100.2777932513563 56592.15215307819 14262.51229074016 603.10351285417335 73543.771987680288 19939.254890255812 51205.891999162952 769.94191351128813 9800.9877388088189 22392.898680413102 -9098.1928020809701 -42402.814782425601 10559.398659206083 13266.324102393617 -35000.512701231062 107790.33492187499 94106.680187988284 5949.4030546875001 103289.68613281251 30630.610716796877 106824.21790771485 16628.543072877448
leaf_weight=3915450 119911 925 21 21 141 295 433 66 311 121 491 26188 26 82 63 8050 261 179 241 91 37 47 66 20 28 50 24 50 32 83
leaf_count=3915450 119911 925 21 21 141 295 433 66 311 121 491 26188 26 82 63 8050 261 179 241 91 37 47 66 20 28 50 24 50 32 83
internal_value=0 138.409 907.688 -5948.38 -7226.35 -23181.4 1163.35 3257.27 15374.5 18612.3 25298.5 353.951 -11706.7 -16010.6 18463.7 1883.64 9172.48 -108.894 2304.95 -3894.61 2966.54 17651.4 3528.5 41482.4 46549 -25256.6 25260.2 54195.7 19565.4 41726.5
internal_weight=0 158354 38443 1382 1361 436 37061 10332 1052 986 675 26729 541 515 554 9280 1230 780 759 580 439 198 133 67 65 141 450 74 376 115
internal_count=4073804 158354 38443 1382 1361 436 37061 10332 1052 986 675 26729 541 515 554 9280 1230 780 759 580 439 198 133 67 65 141 450 74 376 115
is_linear=0
shrinkage=0.1


Tree=4614
num_leaves=31
num_cat=0
split_feature=6 6 2 1 7 1 1 4 0 3 0 7 0 0 1 3 3 4 4 1 4 4 0 0 1 0 7 1 0 2
split_gain=3.17448e+11 4.48797e+12 1.09336e+13 1.20941e+13 2.34351e+13 2.55041e+13 2.13779e+13 1.98869e+13 2.67369e+13 2.99246e+13 4.38456e+13 1.30037e+13 1.27803e+13 1.14918e+13 1.35279e+13 1.0455e+13 1.03973e+13 9.73667e+12 1.09447e+13 9.41283e+12 1.19575e+13 1.81981e+13 1.22176e+13 9.15295e+12 8.75504e+12 1.29093e+13 7.60066e+12 1.44648e+13 1.43387e+13 1.14544e+13
threshold=49.010000000000012 48.945000000000007 75.000000000000014 37.600779750000008 6.0000000000000009 37.534144550000008 37.702956500000006 24.500000000000004 55.696737300000009 6.5000000000000009 55.721784200000009 6.0000000000000009 55.622114900000007 44.249882500000005 40.965343750000009 7.5000000000000009 3.5000000000000004 14.500000000000002 23.500000000000004 39.689978950000004 4.5000000000000009 5.5000000000000009 43.550475500000012 55.728148450000006 37.517483500000004 55.520061350000013 6.0000000000000009 30.277905650000005 59.699368850000006 3338.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 11 8 12 10 -10 15 24 14 19 16 -5 -6 -19 -4 22 -22 -21 -18 -3 -26 28 -28 -15 -30
right_child=-2 2 13 6 5 -7 -8 -9 9 -11 -12 -13 -14 26 -16 -17 23 18 -20 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=10.356736407847233 -28.369338240156392 -44799.53105014535 14473.536607142858 -54312.862972383729 123574.39215133102 -35017.279714439661 -347.18550241570728 -78580.2986709986 178390.70597826087 -30386.31809539795 22560.598945399695 -111211.34023437501 -75144.35673445159 2053.2400371096719 -583.6973014955521 -73550.675044041054 57621.495914713538 -90.395227581521738 101057.3887841797 -16818.915169270836 8670.9659168541966 -43279.841886742717 -116973.16092739762 -25232.057412109378 -37366.324893465913 68684.46834411622 35589.31030007387 4642.7189202224108 -12979.23982891471 4192.0128197099757
leaf_weight=2042214 2004014 43 56 43 27 29 190 39 23 64 84 28 51 18906 800 51 24 23 20 21 115 163 29 30 22 24 156 4749 1189 577
leaf_count=2042214 2004014 43 56 43 27 29 190 39 23 64 84 28 51 18906 800 51 24 23 20 21 115 163 29 30 22 24 156 4749 1189 577
internal_value=0 27.4678 1294.67 -10115.4 882.901 43839.2 -23607.8 -11267.6 -2826.44 23703.8 56056.8 -48718.8 -35231.2 1642.16 -7989.28 -36895.8 -17623.7 76508.2 46955.1 -23417.6 -29886.8 -21789.4 -74908.4 11591.7 -12359.7 17964.5 2088.02 5626.95 1248.31 -7368.93
internal_weight=0 2.06979e+06 27576 815 449 99 366 350 311 171 107 176 140 26761 1184 148 97 70 43 384 328 278 50 54 89 46 25577 4905 20672 1766
internal_count=4073804 2069790 27576 815 449 99 366 350 311 171 107 176 140 26761 1184 148 97 70 43 384 328 278 50 54 89 46 25577 4905 20672 1766
is_linear=0
shrinkage=0.1


Tree=4615
num_leaves=31
num_cat=0
split_feature=4 0 1 0 1 1 6 6 3 3 6 5 6 4 0 3 6 5 5 5 4 1 3 0 1 6 5 6 0 6
split_gain=3.02151e+11 2.94544e+12 5.38249e+12 1.96384e+13 1.79721e+13 1.43386e+13 4.24046e+13 1.0575e+13 1.65816e+13 1.77922e+13 1.02597e+13 9.25504e+12 8.62086e+12 7.8669e+12 9.44504e+12 7.34506e+12 7.71571e+12 7.0657e+12 7.05054e+12 1.28657e+13 1.0797e+13 6.80189e+12 1.4613e+13 2.83306e+13 1.71074e+13 3.42216e+13 1.70859e+13 1.53321e+13 1.35027e+13 1.72056e+13
threshold=5.5000000000000009 55.080855950000007 37.318079750000003 54.94613300000001 37.234509300000006 37.331232350000008 118.04500000000002 59.815000000000005 2.5000000000000004 3.5000000000000004 86.920000000000016 2.5000000000000004 72.50500000000001 4.5000000000000009 44.878071950000013 3.5000000000000004 48.025000000000013 2.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 39.735861600000007 4.5000000000000009 43.6005307 38.965413050000002 156.15000000000003 4.5000000000000009 106.49500000000002 45.177967300000006 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 -1 6 7 13 10 17 12 -11 -9 15 -15 -4 -17 -10 19 20 -5 22 -7 -24 26 27 -25 28 29 -26
right_child=-2 -3 5 18 -6 21 -8 8 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-317.01031152630344 -17.029254154832778 198.15999385586298 9105.1927578904124 28542.541148337339 -10530.763526710347 80.145222751857091 121803.29696969698 -11923.763009295886 109396.33821614583 48010.610937500001 -60047.718200231488 -2673.9897914539688 42912.315360243054 14136.435805849487 -9539.1341892484543 86440.333447265628 7302.8001775568182 49659.133476118615 31066.017187500001 -70398.311332000245 -29071.110727987485 -340.64610862677182 29175.597130133028 -1226.0140182911643 8355.1919536694477 -105591.1814732143 74369.830683593755 39515.069841003424 773.2173348822198 -26230.943513499151
leaf_weight=17004 2928705 593538 217 39 1917 152464 33 79 36 61 27 88 45 237 583 28 22 44 20 63 196 357144 402 8792 6682 28 30 128 5005 147
leaf_count=17004 2928705 593538 217 39 1917 152464 33 79 36 61 27 88 45 237 583 28 22 44 20 63 196 357144 402 8792 6682 28 30 128 5005 147
internal_value=0 43.554 -122.818 -1766.02 -1351.83 -63.4303 9699.83 7178.07 21537.9 38500.5 -4186.83 18076.1 7976.43 2158.08 -2696.32 17066.7 51619.8 76540.9 -26410.5 -30268 -19509.7 -91.0194 422.302 2881.37 2373.47 4832.76 -968.944 5091.23 4718.89 7610.7
internal_weight=0 1.1451e+06 551561 19239 18921 532322 1500 1467 380 229 151 149 124 1087 820 267 50 80 318 298 235 530822 173678 21214 20812 11990 8822 11962 11834 6829
internal_count=4073804 1145099 551561 19239 18921 532322 1500 1467 380 229 151 149 124 1087 820 267 50 80 318 298 235 530822 173678 21214 20812 11990 8822 11962 11834 6829
is_linear=0
shrinkage=0.1


Tree=4616
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 0 0 0 6 3 6 6 6 6 4 6 4 6 6 3 6 0 0 4 6 3 6 3 3 3
split_gain=3.34468e+11 4.12953e+12 1.02405e+13 1.48658e+13 1.90242e+13 1.21039e+13 9.0882e+12 1.2327e+13 7.20998e+12 5.88619e+12 9.26443e+12 1.13478e+13 7.83386e+12 1.17991e+13 5.84364e+12 6.82217e+12 1.13301e+13 5.47202e+12 5.14276e+12 7.08635e+12 5.05303e+12 4.9086e+12 4.64071e+12 4.54451e+12 4.36645e+12 7.32489e+12 1.33434e+13 7.71159e+12 4.32511e+12 6.19846e+12
threshold=82.648284550000014 72.839788400000018 9.5000000000000018 55.014210500000011 103.03500000000001 60.753246850000004 54.998919050000005 54.980317700000008 49.895000000000003 4.5000000000000009 156.15000000000003 125.02000000000002 118.04500000000002 110.01500000000001 10.500000000000002 86.030000000000015 14.500000000000002 19.050000000000004 61.805000000000007 5.5000000000000009 53.995000000000012 54.992080650000005 55.080855950000007 10.500000000000002 79.710000000000022 5.5000000000000009 88.825000000000003 6.5000000000000009 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 -1 9 4 6 20 7 18 -8 10 11 12 13 17 -7 -16 -17 -3 23 -20 -5 -9 -11 -4 -24 26 -26 -27 -18 -30
right_child=-2 2 3 5 -6 14 8 21 -10 22 -12 -13 -14 -15 15 16 28 -19 19 -21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=-7.6520113251690534 52.595670489454498 27328.453653094955 4743.508228570643 -16625.780468749999 103251.68811598558 26119.248447584072 6746.0236101422997 4132.5052306443122 70597.987394205731 -10807.594418194576 46415.597309570316 -56349.68929893092 52191.775824652781 -78477.57765625001 2829.2642975992626 -44487.422605124084 40085.190914351857 -1777.7272285047545 11434.636277173915 82494.148155381961 -78391.214963942315 -27622.656889138296 -4525.2531858063458 56760.401669034094 4764.2472065172697 -47845.985518973219 102624.42002840911 17701.383839843751 -51911.167819940478 15475.77231570513
leaf_weight=3126382 932360 65 71 27 26 92 28 178 48 1413 40 38 27 20 1152 85 27 10286 23 36 26 67 1067 22 38 28 22 50 21 39
leaf_count=3126382 932360 65 71 27 26 92 28 178 48 1413 40 38 27 20 1152 85 27 10286 23 36 26 67 1067 22 38 28 22 50 21 39
internal_value=0 -15.6101 -1667.44 5058.34 19970.6 -7.14398 15392.7 9327.89 47073.6 -2678.31 -1618.4 -1802.51 -1603.17 -1743.22 1748.99 55.5909 -18521.6 -1594.95 31699.4 54793 -46925.8 -4551.56 -6919.56 17048.6 -2360.4 14378 40646.3 -5828.44 6847.36 -8109.66
internal_weight=0 3.14144e+06 15062 1968 499 1469 473 397 76 13094 10476 10436 10398 10371 1416 1324 172 10351 152 59 53 245 2618 93 1205 138 60 78 87 60
internal_count=4073804 3141444 15062 1968 499 1469 473 397 76 13094 10476 10436 10398 10371 1416 1324 172 10351 152 59 53 245 2618 93 1205 138 60 78 87 60
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 1 6 1 7 2 1 4 4 6 6 2 6 4 6 4 3 6 1 6 6 6 4 6 6 4
split_gain=3.15371e+11 6.15704e+12 1.25004e+13 1.05503e+13 1.04037e+13 1.30592e+13 1.35996e+13 1.18697e+13 9.42129e+12 7.7651e+12 7.3243e+12 7.11284e+12 9.84728e+12 6.61079e+12 6.21887e+12 6.09073e+12 7.89296e+12 5.86876e+12 6.09592e+12 7.93895e+12 1.20083e+13 8.17995e+12 7.70044e+12 1.40153e+13 1.25346e+13 1.20449e+13 1.17416e+13 1.45348e+13 1.34885e+13 2.23756e+13
threshold=55.390026600000006 55.348830750000012 122.65000000000002 43.80299105000001 11.500000000000002 37.543519500000009 63.855000000000011 37.343102500000008 6.0000000000000009 8574.5000000000018 38.247071200000008 21.500000000000004 16.500000000000004 63.855000000000011 81.02500000000002 75.000000000000014 46.805000000000007 22.500000000000004 38.995000000000012 14.500000000000002 2.5000000000000004 36.280000000000008 86.020047450000007 97.020000000000024 100.05000000000001 91.02500000000002 9.5000000000000018 66.50500000000001 58.755000000000003 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 4 -4 9 6 8 -8 -6 15 -7 12 -12 -13 -9 16 -3 18 19 -17 -21 -22 23 25 -25 26 -20 28 -28 -30
right_child=-2 2 3 -5 5 10 7 14 -10 -11 11 13 -14 -15 -16 17 -18 -19 22 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=11.945009165452211 -29.005784882295536 7705.1742009943182 107123.07789062499 17392.498108552634 24591.945740557319 -31192.435329217424 11181.891005067569 57685.814451022685 -29205.4365472561 -16336.904907028074 5625.3367678972636 1532.5985220382463 57539.984440104163 -57077.364706307875 117710.77820870536 -498.94481664954759 -59563.249329603044 -44862.817465096938 75.382874258820877 34660.607585685488 -18088.493903476752 -68807.522707201089 8247.1053606022397 -94753.848755787039 -12916.758702612706 63328.058642578129 11935.789233450096 28120.09915256557 8437.5921401977539 -43111.723791680823
leaf_weight=2105847 1952182 33 20 38 158 59 37 45 41 246 153 67 48 27 28 4018 37 27 6663 31 103 46 2269 27 61 32 768 339 216 138
leaf_count=2105847 1952182 33 20 38 158 59 37 45 41 246 153 67 48 27 28 4018 37 27 6663 31 103 46 2269 27 61 32 768 339 216 138
internal_value=0 26.6893 1994.94 48334.1 1823.94 14083.6 29105.5 57322.7 13508.1 1284 971.292 7404.04 18022.9 -15302.2 80709.1 1576.73 -27851 1716.5 1801.99 -1419.38 -21965.5 -33746.7 3088.34 1668.49 -38025.9 2096.77 1855.59 9974.33 4491.79 -11657.9
internal_weight=0 2.12162e+06 15775 58 15717 663 309 110 199 15054 354 295 201 94 73 14808 70 14738 14711 4198 180 149 10513 8244 88 8156 8124 1461 1122 354
internal_count=4073804 2121622 15775 58 15717 663 309 110 199 15054 354 295 201 94 73 14808 70 14738 14711 4198 180 149 10513 8244 88 8156 8124 1461 1122 354
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=31
num_cat=0
split_feature=6 1 1 4 6 6 0 0 4 0 0 4 6 4 3 3 0 6 7 3 0 0 6 3 0 3 0 0 1 4
split_gain=3.1801e+11 2.86445e+12 4.13254e+13 1.13275e+13 1.27894e+13 3.08152e+13 2.03144e+13 5.33363e+13 1.67449e+13 2.63633e+13 1.58151e+14 9.42081e+13 1.96406e+13 1.20935e+13 1.16852e+13 1.32626e+13 1.28276e+13 1.20076e+13 1.5368e+13 1.25508e+13 1.99219e+13 5.21663e+13 1.15248e+13 1.23799e+13 2.13595e+13 1.02312e+13 9.86652e+12 8.67151e+12 7.62593e+12 4.0421e+13
threshold=39.305000000000007 37.600779750000008 37.586700500000006 34.500000000000007 34.010000000000012 33.305000000000007 55.783232450000007 55.728148450000006 16.500000000000004 55.79439725000001 55.728148450000006 11.500000000000002 36.605000000000011 13.500000000000002 1.5000000000000002 4.5000000000000009 55.595177750000005 35.57500000000001 6.0000000000000009 11.500000000000002 55.660117850000006 55.850146250000009 32.515000000000008 5.5000000000000009 55.685785750000008 6.5000000000000009 55.539595350000006 55.801384500000005 37.682335600000009 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 -1 4 5 22 7 25 9 10 -6 12 -12 -11 16 -16 -10 18 -17 20 -19 -22 -4 -24 -25 -7 -27 -15 29 -3
right_child=-2 28 3 -5 8 6 -8 -9 14 13 11 -13 -14 27 15 17 -18 19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=186.23572879558373 -16.387011116846551 2286.6448710126801 5297.7193476916009 -39218.186414930555 759.91824282642995 8408.2951957702644 57453.460085227271 -179631.69225000002 27025.051778738842 7833.7257453070752 -23336.096661931821 249618.96800508723 103950.30776909723 -79653.565277777787 -1662.5969055743928 25892.020779344515 129064.15639204546 22531.719339752199 118362.52680664063 13971.64029047752 148939.13433251955 6545.476006043632 9266.1522963794323 24155.035780164933 120325.7237477022 -25375.343118722099 -105994.04964843752 -19677.994268229169 8.1960950424288299 -7457.2543607196749
leaf_weight=206864 3031103 9413 1109 45 598 64 22 25 28 180 22 43 27 27 188 41 22 224 32 490 50 53 134 72 34 63 20 225 814813 7773
leaf_count=206864 3031103 9413 1109 45 598 64 22 25 28 180 22 43 27 27 188 41 22 224 32 490 50 53 134 72 34 63 20 225 814813 7773
internal_value=0 47.6366 376.994 10658.7 11250.4 4238.41 -33026.9 -44599.9 16059.1 7409.26 19538.1 141597 46801.3 -11963.3 24662.9 22470.9 71922.3 27568.8 66427 24096.8 39269 75668.6 9597.53 29466.3 55002.2 -21635.4 -44801.5 -26103.9 -35.7726 -2120.39
internal_weight=0 1.0427e+06 210702 3838 3793 1543 194 172 2250 1122 690 92 49 432 1128 1078 50 890 73 817 327 103 1349 240 106 147 83 252 831999 17186
internal_count=4073804 1042701 210702 3838 3793 1543 194 172 2250 1122 690 92 49 432 1128 1078 50 890 73 817 327 103 1349 240 106 147 83 252 831999 17186
is_linear=0
shrinkage=0.1


Tree=4619
num_leaves=31
num_cat=0
split_feature=4 5 6 0 4 2 1 1 1 1 1 6 6 6 1 0 0 1 1 6 6 2 1 6 6 0 1 5 1 0
split_gain=3.08073e+11 1.59035e+12 5.90202e+12 4.47735e+12 5.26248e+12 9.61609e+12 5.9983e+12 1.86903e+13 1.16657e+13 1.32933e+13 8.11853e+12 7.38852e+12 5.56539e+12 6.32359e+12 6.02424e+12 6.82886e+12 5.00993e+12 7.32868e+12 1.04969e+13 7.47423e+12 4.62059e+12 6.78616e+12 4.43868e+12 5.77758e+12 1.16661e+13 8.64687e+12 1.16509e+13 1.13599e+13 1.17059e+13 8.89141e+12
threshold=2.5000000000000004 2.5000000000000004 51.805000000000007 43.687280500000007 1.5000000000000002 3999.0000000000005 39.749243900000003 39.718675700000013 39.843340650000009 40.965343750000009 39.723160900000003 70.50500000000001 56.505000000000003 142.05000000000004 47.800771000000005 43.550475500000012 44.878071950000013 37.755233900000007 37.290808600000013 168.45000000000002 120.05000000000001 13916.000000000002 39.004719500000007 70.00500000000001 88.00500000000001 55.649510000000014 52.419561900000012 3.5000000000000004 44.064675150000006 56.986919400000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 11 -9 -10 -11 14 15 20 17 18 -5 -19 21 -14 -18 -24 25 -25 27 -27 -29 -28
right_child=-2 3 -4 16 6 -7 8 10 9 12 -12 -13 13 -15 -16 -17 22 19 -20 -21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=247.35285119569437 -4.6272403520835814 69642.991536458212 -2359.3390878098558 -16529.848096660538 25574.813158482142 -517.70040364583338 45075.533584449411 -108426.28972355771 -12714.315880408654 -25824.260240981159 -34655.775691964285 -82672.183865017374 15571.467071077717 -42330.586553030305 -32086.690802556819 -42667.464903846158 -1455.7366067885105 2834.5722371000297 35304.181352919164 55877.040693721072 57094.8720703125 -16572.488696569686 2403.8246123808558 -1002.7127477844432 4739.8363818983898 -28881.958408070066 -13482.502125393365 63314.892241379319 -23168.903722426472 5433.3333626302083
leaf_weight=69239 3961637 24 9932 51 35 105 42 26 26 102 35 36 268 33 44 26 7628 1651 167 27 20 87 15599 3170 2315 422 499 29 34 495
leaf_count=69239 3961637 24 9932 51 35 105 42 26 26 102 35 36 268 33 44 26 7628 1651 167 27 20 87 15599 3170 2315 422 499 29 34 495
internal_value=0 163.43 -79.6566 746.695 -6174.2 12535.5 -9268.49 -32676.2 -5983.2 -9323.49 -66098.9 -53335 -4618.81 -93.7944 3038.37 6892.49 942.759 5928.97 23177.9 3688.06 10328.7 7693.93 629.623 1334.63 -1060.3 -3948.52 -10262.4 -22968.7 16641.1 -4062.64
internal_weight=0 112167 79171 32996 909 129 780 96 684 642 61 62 580 478 445 401 32087 1896 218 1678 375 355 30191 22563 6964 4649 1479 485 63 994
internal_count=4073804 112167 79171 32996 909 129 780 96 684 642 61 62 580 478 445 401 32087 1896 218 1678 375 355 30191 22563 6964 4649 1479 485 63 994
is_linear=0
shrinkage=0.1


Tree=4620
num_leaves=31
num_cat=0
split_feature=2 4 4 7 5 6 4 4 3 6 6 6 6 2 6 3 4 5 1 3 6 3 6 4 3 5 3 6 6 3
split_gain=3.1096e+11 1.24324e+12 1.3303e+12 1.03049e+12 9.52312e+11 1.58052e+12 4.18408e+12 1.91093e+12 2.82871e+12 3.20007e+12 2.2385e+12 9.84301e+11 7.43819e+12 1.22372e+13 3.96924e+12 8.38037e+12 1.89189e+13 3.14355e+12 3.05395e+12 3.85264e+12 4.12868e+12 4.22601e+12 3.68801e+12 3.51651e+12 3.29979e+12 2.56594e+12 3.72911e+12 4.77275e+12 4.18693e+12 4.06968e+12
threshold=11703.500000000002 16.500000000000004 15.500000000000002 6.0000000000000009 5.5000000000000009 168.45000000000002 9.5000000000000018 4.5000000000000009 5.5000000000000009 247.90000000000001 189.00000000000003 96.050000000000011 95.045000000000016 13916.000000000002 99.050000000000011 3.5000000000000004 5.5000000000000009 4.5000000000000009 44.628646350000004 2.5000000000000004 134.05000000000004 3.5000000000000004 125.02000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 125.02000000000002 122.65000000000002 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 -3 5 11 7 -7 9 10 -9 12 17 -14 15 16 -13 -2 19 22 21 -21 -16 -20 -23 -25 28 -28 -27 -30
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12 14 13 -15 18 -17 -18 -19 23 20 -22 24 -24 25 -26 26 27 -29 29 -31
leaf_value=-1.6577437187772064 391.79820222293756 32575.477095170456 -21365.092550223213 1212.3643359375001 16475.562431376689 -24569.983379536294 -46984.093468750005 6965.9955163043478 -29536.154464285719 -8490.9674236918618 50623.387972005206 -619.29941406250009 18496.132505580357 -67265.737690548791 -12860.722484783793 -6057.4353662109379 126723.69112304687 38224.069247159088 33605.237074497767 25110.545318312874 37032.341127232146 -34309.433548328489 -60535.096640625008 -22206.407430013023 -2839.5825359653786 8773.1581821119926 6083.0229534646742 57883.915813577587 -4255.9446077913854 -48648.250390625006
leaf_weight=4059190 13127 22 28 20 37 31 25 23 21 43 24 28 28 41 86 50 20 22 42 42 28 43 20 36 148 332 46 29 148 24
leaf_count=4059190 13127 22 28 20 37 31 25 23 21 43 24 28 28 41 86 50 20 22 42 42 28 43 20 36 148 332 46 29 148 24
internal_value=0 460.455 410.938 17640.7 452.861 411.995 -9260.26 -2618.74 3511.79 11223 29259.1 524.636 283.255 -32463.8 3368.28 22594.5 52440.3 455.097 1528.27 -5778.58 750.899 -3609.1 -21855.9 5609.88 -9924.42 3698 5308.64 26112.7 2212.8 -10450.2
internal_weight=0 14614 14572 42 14544 14507 167 142 111 90 47 14340 13218 69 1122 98 48 13149 1024 367 261 233 106 657 191 615 579 75 504 172
internal_count=4073804 14614 14572 42 14544 14507 167 142 111 90 47 14340 13218 69 1122 98 48 13149 1024 367 261 233 106 657 191 615 579 75 504 172
is_linear=0
shrinkage=0.1


Tree=4621
num_leaves=31
num_cat=0
split_feature=6 1 0 0 6 6 5 4 2 1 4 3 6 4 0 2 6 3 4 0 1 6 0 3 6 2 3 5 6 3
split_gain=3.08399e+11 3.97339e+12 6.62614e+12 2.9757e+13 2.36371e+13 1.43768e+13 7.16399e+12 6.92386e+12 1.29923e+13 1.74909e+13 2.68642e+13 1.41292e+13 1.84638e+13 1.53441e+13 1.32285e+13 9.99028e+12 1.19672e+13 9.68404e+12 9.36e+12 1.85585e+13 1.89961e+13 1.17182e+13 1.9345e+13 9.3822e+12 1.48139e+13 8.95462e+12 8.93571e+12 8.49372e+12 1.20429e+13 1.00417e+13
threshold=102.04000000000001 82.948524700000021 53.888505650000006 54.762682300000009 168.45000000000002 110.01500000000001 3.5000000000000004 5.5000000000000009 6240.0000000000009 103.8879505 11.500000000000002 5.5000000000000009 112.00500000000001 9.5000000000000018 53.715816400000008 6680.0000000000009 104.01000000000001 13.500000000000002 3.5000000000000004 53.310923100000004 107.59716050000002 134.05000000000004 52.960348700000004 2.5000000000000004 118.04500000000002 9907.0000000000018 5.5000000000000009 3.5000000000000004 134.05000000000004 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 7 4 5 -4 -7 15 9 14 11 12 -11 -13 -9 -3 -17 26 19 20 -18 23 -23 -20 25 -25 -12 -16 29 -29
right_child=1 2 3 -5 -6 6 -8 8 -10 10 17 13 -14 -15 27 16 18 -19 21 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.5252642243148911 21.499270334809982 -19647.862058971772 -26531.290324983893 -2539.7015546778366 38333.088998875479 -114976.49247532895 -58302.647974537038 -39584.925780408143 483.90231400847779 108518.95724826391 21464.227373046877 161770.1758065683 5897.3156562500008 54138.665529221755 -8632.0873561984899 -55580.727610677088 -38906.654919149711 42545.682700892859 -18956.580703922195 95231.481778492656 55647.860700334822 -2651.989857700893 -115196.87746465775 -27743.83699596774 102465.40514322917 50273.230773925781 -64269.907384072583 93397.399723772323 -17330.342979910714 23266.08702467315
leaf_weight=3966508 97876 310 97 6657 33 38 54 58 1396 27 20 27 50 26 91 30 43 28 49 34 42 56 21 31 24 28 31 35 35 49
leaf_count=3966508 97876 310 97 6657 33 38 54 58 1396 27 20 27 50 26 91 30 43 28 49 34 42 56 21 31 24 28 31 35 35 49
internal_value=0 -167.29 -2128.85 -3740.77 -39756.7 -53391.5 -81711.4 2234.95 5352.34 19600.4 41284.6 69232.9 41881.5 108970 2690.07 -6505.87 4874.07 -4706.37 10403.5 32790.7 7814.4 -2343.34 -33346.1 15741.6 36226 9281.21 -30648.7 14366 31952.8 52487.5
internal_weight=0 107296 9420 6879 222 189 92 2541 1873 477 209 130 77 53 268 668 358 79 328 119 85 209 77 132 83 59 51 210 119 84
internal_count=4073804 107296 9420 6879 222 189 92 2541 1873 477 209 130 77 53 268 668 358 79 328 119 85 209 77 132 83 59 51 210 119 84
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=31
num_cat=0
split_feature=4 0 0 5 6 6 6 0 6 5 3 6 5 3 6 3 1 0 3 3 1 1 1 0 6 6 4 1 6 4
split_gain=2.93562e+11 1.86298e+12 1.11226e+13 2.23656e+13 3.39864e+13 3.65164e+13 2.80854e+13 4.09035e+13 3.81627e+13 6.99125e+13 3.22343e+13 3.17267e+13 2.93554e+13 3.83634e+13 2.99976e+13 4.16806e+13 5.93682e+13 7.4825e+13 3.3433e+13 3.23877e+13 2.32773e+13 3.17811e+13 2.26939e+13 3.13841e+13 2.09648e+13 2.02989e+13 2.56517e+13 2.77422e+13 2.54656e+13 1.93951e+13
threshold=9.5000000000000018 57.60122925000001 57.113979900000011 1.5000000000000002 48.410000000000004 48.810000000000009 104.01000000000001 57.125462300000009 118.04500000000002 2.5000000000000004 3.5000000000000004 100.05000000000001 3.5000000000000004 7.5000000000000009 110.01500000000001 4.5000000000000009 65.559704250000024 57.174562350000009 5.5000000000000009 7.5000000000000009 65.534455000000023 65.559704250000024 65.593879100000024 57.125462300000009 189.00000000000003 122.65000000000002 8.5000000000000018 65.559704250000024 138.05000000000004 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 11 8 9 -8 -9 22 13 -12 19 24 -17 18 -18 -14 -7 -22 -5 29 -16 -10 28 -28 -27 -24
right_child=-2 -3 3 6 5 20 7 10 25 -11 12 -13 14 -15 15 16 17 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-20.031576938777988 25.003921629138674 215.95114064490454 345.8596998431974 -4392.7017575496566 137441.50722656251 -806.47180308260658 -66654.796739130441 -12534.136158782361 -76093.183096590903 128926.58809252107 42154.444319162518 -36644.290972942486 -69018.602562356653 -16485.936174282961 82206.589173807122 -33584.72766982967 57615.491531250002 -90979.143549804692 222853.61223958337 46821.827728074597 67013.550839378717 11694.890045076259 -839.73120178995259 6413.2944282805656 -24420.960988451086 -98039.789470108692 132722.09578993055 -6077.9249918619789 24642.70452270508 -49645.539410618374
leaf_weight=1570314 2181312 267067 18946 28829 26 387 23 816 22 89 473 290 109 146 93 233 25 20 24 31 168 272 158 3593 23 23 36 24 64 168
leaf_count=1570314 2181312 267067 18946 28829 26 387 23 816 22 89 473 290 109 146 93 233 25 20 24 31 168 272 158 3593 23 23 36 24 64 168
internal_value=0 -28.8199 -69.0372 -1465.39 1224.98 20751.1 -2973.84 7775.72 43493.6 88762.6 2739.73 -3713.73 13328.9 28323.3 -3304.61 10113.8 -9456.79 72018.7 138548 -43368.2 17082.4 32816.6 -3422.11 3717.74 61064.9 13492.9 26900.3 77202.1 -7790.6 -25991.2
internal_weight=0 1.89249e+06 1.62542e+06 55111 19799 853 35312 2274 281 112 1993 33038 1177 619 558 418 302 69 49 140 827 440 32748 3919 116 169 147 60 87 326
internal_count=4073804 1892492 1625425 55111 19799 853 35312 2274 281 112 1993 33038 1177 619 558 418 302 69 49 140 827 440 32748 3919 116 169 147 60 87 326
is_linear=0
shrinkage=0.1


Tree=4623
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 0 6 1 0 0 1 6 4 6 4 3 4 6 4 6 4 0 3 3 3 1 6 3 3 6
split_gain=3.37192e+11 4.95664e+12 1.21188e+13 1.34387e+13 1.53217e+13 1.29042e+13 1.77758e+13 1.56184e+13 1.71189e+13 4.59066e+13 5.9603e+13 2.73211e+13 5.09817e+13 2.43477e+13 3.87814e+13 3.27495e+13 3.9812e+13 2.40621e+13 9.96795e+13 6.39073e+13 9.89775e+13 5.9027e+13 5.17003e+13 5.09611e+13 5.01914e+13 8.16691e+13 3.1981e+13 3.0574e+13 2.8928e+13 2.81767e+13
threshold=39.625203600000013 39.735861600000007 24.500000000000004 3.5000000000000004 47.245981600000007 47.295021550000008 62.375000000000007 39.723160900000003 43.687280500000007 46.323575350000006 39.652459050000012 53.705000000000005 21.500000000000004 50.410000000000004 4.5000000000000009 12.500000000000002 17.500000000000004 56.505000000000003 13.500000000000002 59.245000000000012 12.500000000000002 43.6005307 12.500000000000002 10.500000000000002 2.5000000000000004 39.712886600000012 55.405000000000008 5.5000000000000009 10.500000000000002 58.045000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 13 17 -5 -15 16 -16 18 26 24 27 -20 23 -22 25 -19 28 -21 -13 -26
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 19 21 20 22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-34.094236776639853 -5461.9336730079303 -7.8529908850010077 -3996.9053306668911 -2862.6965367947132 4983.4455353184749 -1606.100649848092 4142.3864957473452 5291.1448239393294 99748.470042348141 817.31024334264885 8049.9666895693827 -7181.2819360050162 118605.09129464287 -66138.69213590803 24634.290420630008 114158.83559966215 -68283.735229492188 217533.30284090911 -191459.97684151787 -67878.372192777853 39705.234532996699 -41974.459359375003 -82657.279522494617 211820.75335937503 -16896.627192353921 20482.326070851297 -54960.154905983632 -13218.092395258886 116018.76644531252 61918.853528225809
leaf_weight=1694326 6103 2267123 5296 7335 1824 13889 21827 6994 107 46371 210 405 28 53 593 37 50 33 56 309 123 50 29 20 169 58 151 153 20 62
leaf_count=1694326 6103 2267123 5296 7335 1824 13889 21827 6994 107 46371 210 405 28 53 593 37 50 33 56 309 123 50 29 20 169 58 151 153 20 62
internal_value=0 24.2771 672.604 903.596 -3058.46 1220.42 1680.95 833.76 281.228 1076.57 39001.8 -3533.56 -15192.2 -1126.1 16251.7 22673.3 17408.9 -17479.4 -31829.2 -7242.34 -25668.3 -120948 39087.8 63777.3 29037.3 91940.4 -15428.9 -49776.6 -1383.63 4257.31
internal_weight=0 2.37948e+06 112355 107059 7927 99132 85243 63416 56422 46688 317 9734 1666 8068 733 680 643 1638 682 956 634 106 172 143 322 91 576 462 425 231
internal_count=4073804 2379478 112355 107059 7927 99132 85243 63416 56422 46688 317 9734 1666 8068 733 680 643 1638 682 956 634 106 172 143 322 91 576 462 425 231
is_linear=0
shrinkage=0.1


Tree=4624
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 0 4 2 0 6 3 0 6 6 6 0 0 1 1 0 1 6 6 4 4 2 2 0 4 1
split_gain=3.30405e+11 2.83016e+12 1.48121e+13 3.17519e+13 3.14415e+13 2.91596e+13 2.19018e+13 1.99379e+13 2.99606e+13 2.81612e+13 2.40329e+13 1.8758e+13 1.65998e+13 1.56677e+13 1.40363e+13 1.19784e+13 3.3609e+13 2.40246e+13 2.5569e+13 2.1918e+13 1.98399e+13 1.49448e+13 2.96375e+13 3.1649e+13 1.16138e+13 1.38211e+13 1.65948e+13 1.14067e+13 1.50193e+13 1.29618e+13
threshold=5.5000000000000009 47.800771000000005 44.064675150000006 56.288960650000007 56.262014700000009 56.309668500000008 3.5000000000000004 2892.5000000000005 56.148747500000006 57.005000000000003 2.5000000000000004 51.659529100000007 46.420000000000009 34.605000000000011 53.005000000000003 56.105603650000006 54.604289300000012 47.256487700000001 47.386825600000002 55.520061350000013 47.504912950000005 134.05000000000004 114.05000000000001 4.5000000000000009 2.5000000000000004 4395.5000000000009 2865.5000000000005 56.115175650000005 2.5000000000000004 45.71452080000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 9 14 11 -10 -4 -7 -8 -9 16 -16 -18 -19 -20 21 22 -17 -24 -14 26 -26 28 -13 -30
right_child=-2 -3 3 5 6 12 13 8 10 -11 -12 27 24 -15 15 20 17 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=39.878874596284163 -17.807651107250884 213.69123547054338 6950.006289133632 -61727.965062235169 -25699.615356045084 -2607.1885069131445 -30778.995591517858 -2572.6057627618738 -667.88658427254097 -20520.230682543395 48180.579836600169 -3245.5739010073344 1422.6994306708102 47964.392604518587 2114.6938331177666 8852.5522229031303 -29282.252042810167 12776.761377438213 -2082.0602867575253 -38224.280521518638 -43183.235826482007 -52783.759313322371 2967.7684337797618 172765.76413043481 40153.946578125004 -12355.034966085415 -43998.365260388382 -2725.6601428962476 -47482.608099208068 -7356.5455215330048
leaf_weight=564488 2928705 534107 1197 118 61 1170 28 23914 183 1263 224 300 199 259 11274 2242 585 497 408 285 74 38 21 23 25 396 374 990 233 123
leaf_count=564488 2928705 534107 1197 118 61 1170 28 23914 183 1263 224 300 199 259 11274 2242 585 497 408 285 74 38 21 23 25 396 374 990 233 123
internal_value=0 45.5448 -101.443 -1816.87 -1223.29 -13319.6 28716.3 -1460.77 -775.786 -8095.05 26216.8 -2575.17 -10680 40282.1 -1054.89 1294.72 100.973 -12689.3 -4532.23 -16945.7 7790.67 9413.76 10447.7 91725.8 -20182.1 -25590.1 -38725.7 -9502.05 -19728.6 -33618.8
internal_weight=0 1.1451e+06 610992 46504 44222 2282 348 43874 39768 4106 407 2843 2164 287 39361 15447 13049 1775 1190 693 2398 2324 2286 44 994 795 399 1646 656 356
internal_count=4073804 1145099 610992 46504 44222 2282 348 43874 39768 4106 407 2843 2164 287 39361 15447 13049 1775 1190 693 2398 2324 2286 44 994 795 399 1646 656 356
is_linear=0
shrinkage=0.1


Tree=4625
num_leaves=31
num_cat=0
split_feature=6 6 0 3 7 1 1 0 3 1 2 0 0 4 4 7 0 0 1 1 7 1 3 3 1 0 3 0 7 4
split_gain=3.4705e+11 3.25487e+12 1.04373e+13 2.24572e+13 9.93714e+12 9.16131e+12 6.44536e+12 2.38099e+13 1.74148e+13 1.56382e+13 2.25379e+13 1.69449e+13 1.25239e+13 1.15398e+13 3.24311e+13 7.59885e+13 1.84661e+13 1.95004e+13 1.52614e+13 1.4611e+13 1.26079e+13 1.15704e+13 1.07592e+13 2.155e+13 2.49014e+13 2.28869e+13 2.03861e+13 1.60949e+13 1.31398e+13 2.63481e+13
threshold=102.04000000000001 104.01000000000001 42.965693300000005 4.5000000000000009 6.0000000000000009 83.754481100000007 43.047633000000012 43.472751400000007 20.500000000000004 49.147669400000005 4829.0000000000009 56.342669500000007 55.759969450000007 20.500000000000004 18.500000000000004 6.0000000000000009 55.81943720000001 55.783232450000007 49.111590500000005 47.504912950000005 6.0000000000000009 43.997056950000008 17.500000000000004 18.500000000000004 30.452677500000004 59.898927250000007 19.500000000000004 45.063245050000006 6.0000000000000009 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 -4 9 10 11 13 -10 14 16 -16 17 19 -15 -8 -18 -22 28 24 -24 26 -25 -28 29 -9
right_child=1 -3 5 -5 -6 -7 8 22 12 -11 -12 -13 -14 18 15 -17 20 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=4.8004632068763788 29164.431093749998 -4.7416998218895285 -107919.43441051136 -7787.2679296874994 122922.35247145433 -17246.747834572052 49888.65659007353 -10.606157909265768 5565.7621694711543 -818.94067021072033 -16090.248395228795 -40401.685528399496 -82744.688146391374 29909.568542480469 220838.10061961209 4642.8756545608112 -4410.0172023715104 110525.95681211891 -78285.587500000009 -35776.636748798075 11413.870578835229 103808.63192934783 -27234.289151278412 -66108.100884433967 100050.5932444853 72011.968564967101 -77119.033779761914 16354.16897233073 -14505.039353467873 -42330.861321783683
leaf_weight=3966508 20 97689 22 70 26 393 85 3290 26 3403 175 37 42 32 29 37 197 41 22 26 33 23 22 53 51 38 21 150 1089 154
leaf_count=3966508 20 97689 22 70 26 393 85 3290 26 3403 175 37 42 32 29 37 197 41 22 26 33 23 22 53 51 38 21 150 1089 154
internal_value=0 -177.463 -1933.78 27880.7 82158 -2298.18 -1652.46 -4121.53 1216.78 2041.25 15247.8 25006.1 -48978.9 29615.8 34635.8 99637.7 24042.9 51591.5 -14169.9 29822.9 7492.03 49361.7 -3652.44 13641.1 61690.8 253.248 -11920.1 4875 -4930.47 -1902.98
internal_weight=0 107296 9607 116 46 9491 9098 4890 4208 4140 737 562 68 525 471 66 405 152 54 111 253 56 4868 335 73 262 224 171 4533 3444
internal_count=4073804 107296 9607 116 46 9491 9098 4890 4208 4140 737 562 68 525 471 66 405 152 54 111 253 56 4868 335 73 262 224 171 4533 3444
is_linear=0
shrinkage=0.1


Tree=4626
num_leaves=31
num_cat=0
split_feature=4 2 2 6 5 1 1 0 6 6 0 0 6 6 0 5 5 0 6 0 1 6 1 1 6 0 2 1 0 0
split_gain=3.18575e+11 1.61967e+12 1.13376e+13 9.23093e+12 1.44153e+13 7.62149e+12 1.31094e+13 1.04314e+13 5.79365e+12 2.62009e+13 1.44341e+13 3.98914e+13 5.99656e+12 1.04683e+13 8.77851e+12 6.09662e+12 7.06078e+12 5.68926e+12 9.83025e+12 7.61608e+12 1.21586e+13 8.08603e+12 1.18487e+13 8.65582e+12 9.02933e+12 5.78735e+12 5.23876e+12 5.11164e+12 1.35885e+13 8.43889e+12
threshold=2.5000000000000004 8299.5000000000018 8767.0000000000018 189.00000000000003 3.5000000000000004 44.064675150000006 44.628646350000004 46.323575350000006 78.010000000000005 81.705000000000013 54.973017600000006 55.043091000000011 112.00500000000001 99.050000000000011 55.007293000000011 3.5000000000000004 4.5000000000000009 55.123213100000008 34.905000000000008 54.998919050000005 83.117716000000016 61.425000000000004 82.948524700000021 82.860505900000007 73.00500000000001 55.145978450000008 9907.0000000000018 83.086354900000018 54.988402950000008 51.659529100000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -3 7 -7 17 10 -10 -12 13 26 15 -14 -17 19 -19 27 21 -21 23 -23 -25 -20 -11 -4 29 -29
right_child=-2 2 3 4 -6 6 -8 -9 9 12 11 -13 14 -15 -16 16 -18 18 25 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=317.5390803148893 -4.7054464087177159 -52632.210757882254 2022.4142218573716 2851.5483618951616 -101635.97418478261 36099.614524647885 -34484.66080340217 -17734.976481565711 20165.7946698163 12960.597400285811 178117.50024038463 8883.9331315104173 -25058.370825674021 -33046.036914062504 53752.236856356532 37796.355587218241 -20814.002923387099 -6744.191134445623 22778.485409780653 -3152.0697213928743 -52567.098245738634 -10998.379160610466 -7890.80564881385 -95233.528349720349 -18981.702734375001 4344.3597066872799 -13308.317696126303 14295.24993677211 -70322.920104166667 -4404.590150628761
leaf_weight=96810 3961637 56 4466 31 23 71 136 73 74 191 26 30 51 112 44 61 31 848 182 2709 55 43 301 44 24 2651 126 266 30 2602
leaf_count=96810 3961637 56 4466 31 23 71 136 73 74 191 26 30 51 112 44 61 31 848 182 2709 55 43 301 44 24 2651 126 266 30 2602
internal_value=0 166.192 -787.894 -381.518 -41652.4 -18955.1 -12219.6 8808.47 -232.615 8357.61 49152.6 87456.7 -251.729 -6765.8 14692.3 2673.89 18047.2 -683.238 2701.31 -1865.26 -5958.45 -5137.09 -18189.1 -46115 -68321.1 5528.62 2519.33 -99.9175 -3370.56 -2670.23
internal_weight=0 112167 15357 15021 54 336 280 144 14967 746 130 56 616 429 187 143 92 14221 3681 10540 3176 3121 412 111 68 2833 317 7364 2898 2868
internal_count=4073804 112167 15357 15021 54 336 280 144 14967 746 130 56 616 429 187 143 92 14221 3681 10540 3176 3121 412 111 68 2833 317 7364 2898 2868
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=31
num_cat=0
split_feature=2 0 5 6 1 6 4 4 6 1 4 1 7 4 4 6 3 4 3 3 1 0 0 7 6 6 0 6 4 0
split_gain=3.07801e+11 2.78365e+12 9.05046e+12 1.35281e+13 2.16384e+13 1.30821e+13 4.17524e+13 2.5548e+13 3.63495e+13 3.09012e+13 1.87743e+13 2.23648e+13 2.11711e+13 3.196e+13 2.10144e+13 1.80715e+13 1.7112e+13 1.6523e+13 1.64401e+13 1.74816e+13 1.93197e+13 4.10465e+13 1.55361e+13 1.52887e+13 1.44393e+13 1.39645e+13 2.09168e+13 1.96256e+13 1.26114e+13 1.25715e+13
threshold=451.00000000000006 55.988910100000005 2.5000000000000004 73.00500000000001 38.166910000000009 68.00500000000001 18.500000000000004 15.500000000000002 81.705000000000013 37.543519500000009 14.500000000000002 38.109452700000006 6.0000000000000009 7.5000000000000009 3.5000000000000004 88.825000000000003 4.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 38.166910000000009 56.309668500000008 56.020150250000007 6.0000000000000009 189.00000000000003 134.05000000000004 56.342669500000007 114.05000000000001 19.500000000000004 56.309668500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 23 12 -12 24 14 -14 16 -15 -4 -19 20 -20 -22 -8 28 -7 26 27 29 -9 -10
right_child=-2 2 5 4 -6 7 22 8 25 -11 11 -13 13 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=118.30061540892763 -12.274822755575952 -1083.5962346354177 -12557.128685685428 -16289.88855339578 59774.690314503205 -6027.3093872118825 -34133.864296874999 41172.24142694888 -378.43482124272924 66364.041157781423 -24840.847566189237 -139448.35855654764 29750.550077819826 35225.93072916667 -80236.385402960528 15065.013468070652 129708.63649961891 -6265.83634342199 18617.39816456004 7065.7861397607458 164950.03626077587 11003.117441860466 -158777.6015625 -9741.894458978828 -71514.709639246328 65303.519687500004 -43440.522987701937 -62826.066629774316 -30865.744287109377 33651.872021105861
leaf_weight=628101 3396489 37444 437 911 39 3460 20 184 685 165 90 21 32 36 38 69 41 719 702 3491 29 43 20 154 34 30 118 45 28 129
leaf_count=628101 3396489 37444 437 911 39 3460 20 184 685 165 90 21 32 36 38 69 41 719 702 3491 29 43 20 154 34 30 118 45 28 129
internal_value=0 61.5538 -662.686 -1382.59 -13167.2 1891.83 5336.37 -1618.27 9264.68 30435.5 -5998.79 -46523.3 -4786.33 25595.9 -29956.6 52230.6 85534.9 6087.47 7722.24 10080.4 23677.1 73009.5 -96455.7 14238.3 -6664.57 -1898.89 -3962.43 1460.64 31657.8 5014.57
internal_weight=0 677315 49214 38394 950 10820 5461 5359 1538 531 3821 111 3710 216 70 146 77 5421 4984 4265 774 72 40 366 3494 1007 977 859 212 814
internal_count=4073804 677315 49214 38394 950 10820 5461 5359 1538 531 3821 111 3710 216 70 146 77 5421 4984 4265 774 72 40 366 3494 1007 977 859 212 814
is_linear=0
shrinkage=0.1


Tree=4628
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 7 6 4 4 3 4 5 6 3 6 3 6 3 3 5 1 6 6 4 5 6 3 1 5
split_gain=3.02852e+11 6.78191e+12 3.66411e+13 2.26866e+13 1.72407e+13 4.92242e+13 6.08783e+13 2.85493e+13 2.42256e+13 2.49242e+13 1.86996e+13 1.73503e+13 2.63931e+13 2.97779e+13 1.93381e+13 1.77546e+13 1.67386e+13 2.49619e+13 3.58318e+13 3.41483e+13 1.79636e+13 1.5513e+13 3.86932e+13 3.16889e+13 3.13498e+13 2.50836e+13 2.00524e+13 1.43567e+13 3.08773e+13 1.41083e+13
threshold=45.00849250000001 45.015054600000006 38.958307950000012 87.395000000000024 39.038055050000004 39.069277450000008 6.0000000000000009 41.285000000000004 16.500000000000004 17.500000000000004 4.5000000000000009 22.500000000000004 2.5000000000000004 93.050000000000011 13.500000000000002 49.895000000000003 11.500000000000002 59.815000000000005 2.5000000000000004 5.5000000000000009 2.5000000000000004 38.977585500000011 95.045000000000016 71.715000000000018 6.5000000000000009 3.5000000000000004 104.01000000000001 9.5000000000000018 39.004719500000007 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 21 6 7 -6 -9 16 -8 12 15 -14 -15 -11 17 -10 -19 -20 -21 23 27 -4 -25 -24 -26 -23 -29 -13
right_child=1 -3 4 -5 5 -7 10 8 9 11 -12 29 13 14 -16 -17 -18 18 19 20 -22 22 25 24 26 -27 -28 28 -30 -31
leaf_value=104.92974797488912 -29842.977686539318 1.1809274865373269 -6930.5351325188494 -133698.41548913045 -4142.2225390339454 -3926.8200101159414 22421.919791226774 9439.4531147560465 9041.4143606085527 25703.560186685099 -32772.395746019152 49701.394111193811 109792.8323606005 -18697.114953399123 93558.225111607157 -18063.398375677294 30953.510977149908 8325.6889583333341 233683.24884374999 29792.410748046877 140134.18797743056 -3751.2803222938728 -70355.062467663491 -28280.982812500002 87451.120564191369 37786.542390625 22099.645791122941 -3766.3319601111384 -45808.023240072209 10748.147840181509
leaf_weight=257666 246 3801523 572 23 513 6655 74 883 38 148 360 309 51 57 21 248 133 30 25 25 36 2863 151 58 97 25 91 473 277 133
leaf_count=257666 246 3801523 572 23 513 6655 74 883 38 148 360 309 51 57 21 248 133 30 25 25 36 2863 151 58 97 25 91 473 277 133
internal_value=0 -7.08486 -2157.11 -38722.8 -1471.47 912.845 11356.4 17042.3 22127.7 31062.2 -23361.4 23381.7 11091.1 50375.4 11525.5 -1706.05 56940.4 79383.5 102427 135253 94912.1 -6511.81 -9208.01 5977.09 35990 -54994 55818.2 -6977.64 -19293.7 37980.2
internal_weight=0 3.81614e+06 14615 269 14346 9739 3084 2650 2137 1254 434 967 525 129 78 396 287 154 116 86 61 4607 3789 818 246 176 188 3613 750 442
internal_count=4073804 3816138 14615 269 14346 9739 3084 2650 2137 1254 434 967 525 129 78 396 287 154 116 86 61 4607 3789 818 246 176 188 3613 750 442
is_linear=0
shrinkage=0.1


Tree=4629
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 7 0 0 1 0 4 4 1 2 1 1 3 3 3 7 0 1 0 1 0 0 6 0 3 0
split_gain=3.07266e+11 2.29021e+12 7.61093e+12 1.62105e+13 1.07432e+13 1.28013e+13 9.63569e+12 1.36016e+13 1.94336e+13 1.32472e+13 1.86431e+13 1.23963e+13 1.52459e+13 1.21227e+13 1.17831e+13 1.05396e+13 1.0486e+13 8.38603e+12 1.41244e+13 9.02851e+12 7.96125e+12 3.26534e+13 3.00395e+13 1.61958e+13 9.83287e+12 7.86398e+12 1.41589e+13 7.68217e+12 7.56705e+12 1.4662e+13
threshold=41.505000000000003 41.005000000000003 83.003420700000007 83.00362155000002 17.500000000000004 6.0000000000000009 55.685785750000008 55.539595350000006 37.401708450000008 55.702806750000008 23.500000000000004 20.500000000000004 37.618684050000006 2828.5000000000005 37.649344350000007 37.957884500000006 10.500000000000002 7.5000000000000009 8.5000000000000018 6.0000000000000009 55.737027400000009 37.534144550000008 55.660117850000006 37.46219940000001 55.759969450000007 55.660117850000006 41.285000000000004 55.82518790000001 1.5000000000000002 44.601833250000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 20 7 13 -9 14 11 -11 -13 -7 -8 16 -14 -5 19 -19 21 22 -6 -24 -22 -10 -27 -18 29 -3
right_child=-2 2 3 17 5 6 9 8 25 10 -12 12 15 -15 -16 -17 27 18 -20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=12.300930592865582 -18.854603465178069 53572.262474568692 -8063.9660639490503 -1336.4407294241071 -6463.4436311141308 21679.130425174302 2872.0161911010746 68028.618372844823 -25351.519673244351 4017.0576128677312 -5224.4530533287179 9584.1735348391849 80477.198161764711 -890.83859153075593 60439.30126953125 1176.9594074334038 71784.405087890627 -2839.5972883508562 -2504.1435906511674 17481.58776105232 60653.473031250003 -8477.5587174507036 -76337.803824013157 -187513.09719726563 -2839.6796050446137 -10796.239732809629 63511.544140625003 9074.4334054129467 2855.4397730298128 -1970.3846679432872
leaf_weight=1250329 2768799 48 2906 6376 46 251 64 29 418 787 1220 308 85 4587 80 45 30 282 1128 973 25 1241 38 20 1001 510 27 56 27271 4824
leaf_count=1250329 2768799 48 2906 6376 46 251 64 29 418 787 1220 308 85 4587 80 45 30 282 1128 973 25 1241 38 20 1001 510 27 56 27271 4824
internal_value=0 40.0034 673.502 -1592.02 1287.93 -1430.05 382.9 -1899.72 -12617.3 5350.91 3672.36 11951.6 23868.6 280.113 34853.8 44237.2 55568.8 555.2 5616.51 12915.4 -7927.14 -12988.2 -66811.7 -114674 -1292.58 -15066.2 -7060.09 30950 2206.92 -1423.17
internal_weight=0 1.305e+06 54676 11665 43011 10868 8497 5822 984 2675 2531 1311 524 4838 144 216 171 8759 2383 1255 2371 1345 104 58 1026 955 537 86 32143 4872
internal_count=4073804 1305005 54676 11665 43011 10868 8497 5822 984 2675 2531 1311 524 4838 144 216 171 8759 2383 1255 2371 1345 104 58 1026 955 537 86 32143 4872
is_linear=0
shrinkage=0.1


Tree=4630
num_leaves=31
num_cat=0
split_feature=3 0 6 5 6 3 3 0 1 1 3 1 6 4 5 0 0 0 0 4 6 1 6 6 6 0 3 0 6 0
split_gain=3.03312e+11 3.24325e+12 3.28296e+12 1.19921e+13 2.52339e+13 2.38624e+13 4.01169e+13 1.5573e+13 1.52382e+13 1.9431e+13 1.03531e+13 1.0458e+13 9.97197e+12 1.35478e+13 2.15538e+13 9.36304e+12 1.43511e+13 8.30953e+12 9.48484e+12 1.25945e+13 7.96722e+12 1.63789e+13 1.04213e+13 8.14973e+12 1.12975e+13 1.46312e+13 7.80944e+12 1.01284e+13 1.5694e+13 9.70615e+12
threshold=20.500000000000004 43.550475500000012 125.02000000000002 3.5000000000000004 130.05000000000004 21.500000000000004 23.500000000000004 56.818587550000011 82.92647190000001 65.559704250000024 23.500000000000004 60.620042600000012 122.65000000000002 36.500000000000007 3.5000000000000004 56.802121050000004 53.175387700000009 56.838524800000009 56.006509350000009 36.500000000000007 189.00000000000003 39.038055050000004 156.15000000000003 134.05000000000004 142.05000000000004 45.097384400000003 21.500000000000004 54.762682300000009 156.15000000000003 45.059854000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 26 9 17 11 -9 -3 14 15 16 -14 18 20 -20 22 -22 23 -6 -25 -26 -5 28 29 -28
right_child=1 2 3 7 8 6 -8 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.7101796190241916 37746.277479619566 143.80317218040662 -24501.611863425929 22880.761228390958 -9697.5438731971153 153627.72992001488 18451.161073369567 -107897.75584677419 -51102.252137082127 102850.61443536932 4696.0363002232143 -17746.925461647726 -111094.0049107143 39232.309000000001 31468.578125 -119905.08071875 -5952.2940716911762 50016.880917968752 -61937.360460069453 1294.3291183035715 -8962.2899365234389 119017.89058593749 -36332.812265625005 70841.218611653647 53516.147516741068 -51735.343882812507 -28482.272629310344 3954.4781843054152 -1986.2295840992647 -112625.49731820913
leaf_weight=3999853 23 72300 27 141 65 42 46 31 43 22 28 22 21 25 29 25 34 40 45 105 20 20 45 48 28 25 29 494 102 26
leaf_count=3999853 23 72300 27 141 65 42 46 31 43 22 28 22 21 25 29 25 34 40 45 105 20 20 45 48 28 25 29 494 102 26
internal_value=0 200.676 188.995 4829.06 15451.7 57735.4 82967.3 -2727.28 5841.81 11130.4 -44491 -70476.7 93.2903 -27161.1 -42388.9 -69162.2 -46097.3 6554.74 2219.37 -17675.2 14108.5 55027.8 6351.33 17922.3 35697.5 3869.22 1544.01 -3077.31 -25202.8 -68259.1
internal_weight=0 73951 73928 1494 621 115 88 873 506 463 81 53 72434 134 109 80 55 441 401 150 251 40 211 166 101 53 792 651 157 55
internal_count=4073804 73951 73928 1494 621 115 88 873 506 463 81 53 72434 134 109 80 55 441 401 150 251 40 211 166 101 53 792 651 157 55
is_linear=0
shrinkage=0.1


Tree=4631
num_leaves=31
num_cat=0
split_feature=6 5 7 2 2 0 1 6 4 0 6 1 0 6 3 5 3 3 2 6 3 0 6 0 6 0 0 2 6 0
split_gain=2.96033e+11 3.3578e+12 8.40687e+12 8.81557e+12 1.99952e+13 1.71698e+13 1.69621e+13 1.60852e+13 1.01378e+13 2.7413e+13 2.09458e+13 2.5063e+13 1.6583e+13 1.32709e+13 1.29737e+13 1.2322e+13 1.44286e+13 2.70681e+13 2.83181e+13 1.14824e+13 1.09481e+13 1.81672e+13 1.23346e+13 1.01214e+13 1.01133e+13 8.60241e+12 1.71833e+13 1.89142e+13 8.06165e+13 9.66625e+13
threshold=118.04500000000002 3.5000000000000004 6.0000000000000009 2875.5000000000005 2851.5000000000005 57.15297970000001 43.997056950000008 134.05000000000004 7.5000000000000009 44.895258050000002 134.05000000000004 30.323041000000003 55.82518790000001 128.05000000000004 2.5000000000000004 1.5000000000000002 15.500000000000002 12.500000000000002 2691.5000000000005 156.15000000000003 9.5000000000000018 45.00849250000001 130.05000000000004 60.002985000000002 142.05000000000004 55.676890650000011 55.685785750000008 75.000000000000014 138.05000000000004 55.840017500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -6 -8 9 13 11 -11 -12 -4 -13 19 17 20 -19 -10 21 22 -17 -16 -22 -2 -27 28 29 -28
right_child=1 -3 3 5 6 -7 7 -9 15 10 12 14 -14 -15 23 16 -18 18 -20 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.1278103718926049 -282.63067130890886 514.91268457108015 -18465.935863095237 1217.8927530174526 -15633.215421195651 -33911.611013083268 124057.57586348684 13262.399648437502 -95425.837480468748 56506.927020428637 103847.48190497037 -1269.3624069940479 12910.536123798078 -123628.09770507814 -88531.61021446815 24859.834417724611 -10340.085813269152 31504.060259824812 148679.17748697917 -4042.9166814630685 -26463.531000808191 13027.275337545892 125225.41884375001 -17051.677319335937 35555.373529411765 -90748.931385869568 -275531.1260967548 -3548.6162596425174 17515.727912703805 -9994.3975787984928
leaf_weight=4019687 12582 28484 21 2957 23 146 38 20 20 37 29 63 65 28 52 24 226 66 30 44 116 682 25 32 34 23 26 8103 92 29
leaf_count=4019687 12582 28484 21 2957 23 146 38 20 20 37 29 63 65 28 52 24 226 66 30 44 116 682 25 32 34 23 26 8103 92 29
internal_value=0 -232.327 -1062.68 2720.87 8567.23 -434.994 57035.5 85852.3 6104.29 -9593.64 2562.05 -17057.1 40965.6 -78558.6 -35573.2 10155.8 12430.4 17697.7 68121.3 -32600.1 12203.2 17252.9 76066.8 -61301.2 -12405.9 -1929.51 -4434.17 -4193.53 -39742.9 -135521
internal_weight=0 54117 25633 4778 1675 3103 81 58 1594 327 278 184 94 49 147 1267 1203 977 96 64 881 731 49 84 150 20855 8273 8250 147 55
internal_count=4073804 54117 25633 4778 1675 3103 81 58 1594 327 278 184 94 49 147 1267 1203 977 96 64 881 731 49 84 150 20855 8273 8250 147 55
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 3 3 1 0 6 1 0 4 4 0 6 3 4 1 1 6 2 4 4 1 1 0 0 6 6
split_gain=2.96251e+11 3.07584e+12 2.07006e+13 1.04929e+13 8.9316e+12 1.05343e+13 1.16776e+13 6.67843e+12 1.3795e+13 2.02181e+13 1.70218e+13 1.66121e+13 1.43629e+13 1.70483e+13 2.48949e+13 1.53242e+13 1.40359e+13 1.22936e+13 1.17903e+13 2.63913e+13 2.59453e+13 2.94443e+13 4.17382e+13 3.03345e+13 4.7431e+13 2.76774e+13 2.50746e+13 2.49612e+13 3.11915e+13 2.44826e+13
threshold=56.067362750000008 55.897267000000006 3930.5000000000005 59.999510900000011 26.500000000000004 15.500000000000002 9.5000000000000018 37.131181300000009 55.972700350000004 98.020000000000024 36.555998300000006 56.041614100000011 24.500000000000004 9.5000000000000018 55.910578700000009 58.305000000000007 20.500000000000004 13.500000000000002 37.46219940000001 37.534144550000008 52.330000000000005 75.000000000000014 23.500000000000004 13.500000000000002 37.374856000000008 37.234509300000006 55.93962770000001 55.988910100000005 105.00500000000001 87.015000000000015
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 -4 7 6 -6 8 9 10 -3 16 13 -12 -15 -16 -10 -17 20 -20 -9 -22 23 24 25 -23 -25 28 -26 -28
right_child=-2 2 3 -5 5 -7 -8 18 11 -11 12 -13 -14 14 15 17 -18 -19 19 -21 21 22 -24 26 27 -27 29 -29 -30 -31
leaf_value=5.9879012479082361 43.928641835502845 -36858.539847366897 -10563.871158675818 -39316.509328683038 42474.194827008934 62561.814657405928 -39812.243319163608 646.69185087436801 10669.724919959821 94864.971835937511 -5055.2937110013745 -14356.345151693698 -64581.301085069455 -44401.7366038603 7846.3207965353258 121827.31239442568 -27835.029603296396 38530.576734834562 5888.5735047597827 -596.11433363919843 2752.2854182611513 6294.7660839843757 8663.3217308656422 -37082.472202448502 26564.145796838609 -37543.426019887214 -11864.681295753144 -12257.063670799951 155267.11765624999 -59981.66335767664
leaf_weight=2820904 1115010 162 462 175 35 49 34 7201 2786 20 1032 329 36 34 46 37 98 34 6646 112727 1720 220 748 895 322 417 1314 176 20 115
leaf_count=2820904 1115010 162 462 175 35 49 34 7201 2786 20 1032 329 36 34 46 37 98 34 6646 112727 1720 220 748 895 322 417 1314 176 20 115
internal_value=0 -16.5543 -477.715 -18462.9 -394.245 27106 1927.25 -417.908 3322.05 -4958.5 -6404.16 6932.71 -2356.91 -463.348 30920 52808.4 9361.31 81938.7 -548.122 -235.084 -3390.25 -8278.43 -12766.9 -17374.5 -4129.01 -22403.1 -23957.4 18343.2 34090.6 -15736.9
internal_weight=0 2.95879e+06 137890 637 137253 118 69 137135 4614 1401 1381 3213 1219 1183 151 117 2884 71 132521 119373 13148 5947 4227 3479 1155 637 2324 518 342 1429
internal_count=4073804 2958794 137890 637 137253 118 69 137135 4614 1401 1381 3213 1219 1183 151 117 2884 71 132521 119373 13148 5947 4227 3479 1155 637 2324 518 342 1429
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=31
num_cat=0
split_feature=1 1 3 6 6 3 6 0 6 0 6 5 6 5 6 4 6 5 7 6 6 6 4 4 5 3 0 0 0 5
split_gain=3.29053e+11 7.20195e+12 9.95359e+12 1.34404e+13 1.74121e+13 1.85018e+13 2.13896e+13 1.82922e+13 2.10177e+13 2.55952e+13 5.56488e+13 2.36935e+13 1.50082e+13 3.08357e+13 1.40068e+13 2.15468e+13 1.33137e+13 2.89512e+13 2.89275e+13 2.06785e+13 1.58889e+13 2.39352e+13 1.6447e+13 1.42154e+13 2.10549e+13 1.18388e+13 1.1076e+13 1.29345e+13 4.04923e+13 1.77975e+13
threshold=37.131181300000009 37.234509300000006 11.500000000000002 42.875000000000007 78.605000000000004 6.5000000000000009 149.05000000000004 55.649510000000014 128.05000000000004 55.768246800000007 88.00500000000001 3.5000000000000004 76.605000000000004 2.5000000000000004 83.010000000000005 13.500000000000002 81.705000000000013 2.5000000000000004 6.0000000000000009 84.810000000000016 87.015000000000015 90.045000000000016 15.500000000000002 3.5000000000000004 2.5000000000000004 9.5000000000000018 55.768246800000007 55.721784200000009 55.667390500000003 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 12 6 16 -7 9 10 14 25 26 -14 15 -9 18 19 23 -18 22 -22 -19 -6 -25 -11 27 28 29 -5
right_child=1 -3 -4 4 5 7 -8 8 -10 11 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-74.808493027007529 -1240.9181817976296 1.0933419595270695 -4135.1470469381529 7914.1892647540508 24878.339694940478 -14698.773253839667 54771.818562500004 54232.338964843751 -64540.565000000002 8977.9998895474146 166789.44887952303 89670.039780745981 143254.3173828125 18249.618984243032 59171.660176454745 -78419.753249999994 2778.7526757812502 23963.342712459387 20281.117413651315 144856.72842261905 -62274.576577380954 -10645.160628228958 -28708.101009908536 -123736.90801711311 -42061.036305056594 -50768.715788517446 3539.426585366858 25156.493393310113 -42405.179749401199 32294.938246819915
leaf_weight=513821 4809 3543489 2219 2037 21 176 50 24 25 145 38 31 24 111 58 25 20 214 76 21 105 620 82 42 127 43 4293 559 148 351
leaf_count=513821 4809 3543489 2219 2037 21 176 50 24 25 145 38 31 24 111 58 25 20 214 76 21 105 620 82 42 127 43 4293 559 148 351
internal_value=0 10.7973 2095.55 3064.09 5251.15 -3188.06 -9436.48 12051.4 24154.4 30246.1 62834.7 8669.07 7430.79 40472.7 25916.2 -13447.3 -11854 -6842.91 -31860.5 75550.4 -10151.6 -18122.5 9371.93 -52717.1 -62359.2 -4687.47 6827.02 11387.2 8352.03 11497.8
internal_weight=0 3.55998e+06 16494 14275 9466 1943 1378 565 389 364 145 219 7523 135 107 49 1328 1062 266 41 1021 725 296 190 169 188 7388 3095 2536 2388
internal_count=4073804 3559983 16494 14275 9466 1943 1378 565 389 364 145 219 7523 135 107 49 1328 1062 266 41 1021 725 296 190 169 188 7388 3095 2536 2388
is_linear=0
shrinkage=0.1


Tree=4634
num_leaves=31
num_cat=0
split_feature=1 4 1 0 1 4 4 0 0 1 0 4 6 6 4 4 0 0 2 4 6 6 5 6 3 6 6 4 4 0
split_gain=3.15463e+11 2.21213e+12 2.09986e+12 1.17659e+13 1.36225e+13 1.02336e+13 7.69616e+12 6.63423e+12 1.49477e+13 2.38238e+13 2.90517e+13 1.59996e+13 1.53299e+13 1.12149e+13 1.27501e+13 1.05414e+13 1.04899e+13 2.23651e+13 9.19201e+12 3.81448e+13 9.74516e+12 8.43439e+12 6.85811e+12 6.69357e+12 6.57888e+12 1.24672e+13 9.972e+12 6.31487e+12 6.24196e+12 6.15283e+12
threshold=91.292296250000007 26.500000000000004 83.971434050000013 52.02416370000001 86.169282750000022 10.500000000000002 4.5000000000000009 56.262014700000009 55.539595350000006 86.020047450000007 53.175387700000009 2.5000000000000004 66.50500000000001 39.355000000000011 5.5000000000000009 7.5000000000000009 56.067362750000008 55.988910100000005 2851.5000000000005 3.5000000000000004 63.855000000000011 82.00500000000001 2.5000000000000004 80.030000000000015 5.5000000000000009 78.605000000000004 68.00500000000001 3.5000000000000004 6.5000000000000009 55.696737300000009
decision_type=2 2 2 2 2 2 2 2 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 -4 8 9 10 15 -10 -12 -13 16 -5 17 21 19 -11 -21 29 -18 -17 25 28 -26 -14 -8 -15
right_child=1 -3 3 7 -6 -7 24 -9 11 18 12 13 27 14 -16 23 22 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.0702759293908453 151.67904895589018 -28474.613628472227 -2634.4979272236665 1558.365521307619 -60130.053557477688 73738.073281250006 11904.290202626462 2937.7454543517811 9311.6892683623628 14543.117154549151 -10782.719761400393 1237.3022710060586 -17157.011882672992 -11739.909224160871 -29014.510384820431 -7002.8915281119298 -8989.6455165908392 -45476.193400616517 1583.6567482113221 -19933.585643217491 -55841.768176940248 -65223.760662615743 6290.1816500854493 -63810.604092261907 6329.6697140984788 74750.906820101358 -69816.618898809524 -47923.020579427088 44770.890937805176 10343.862887137278
leaf_weight=3891940 142310 27 381 4393 28 25 595 3776 523 408 2704 784 112 890 392 1686 757 214 20265 446 91 27 480 21 95 37 21 165 64 147
leaf_count=3891940 142310 27 381 4393 28 25 595 3776 523 408 2704 784 112 890 392 1686 757 214 20265 446 91 27 480 21 95 37 21 165 64 147
internal_value=0 146.249 -5.29488 -730.489 8832.59 10417.9 9091.03 -1041.76 -1477.25 -700.932 -4986.93 -7057.53 -13077.9 -9376.98 -12239.6 -1032.95 -9624.97 -15978.8 1134.11 -8506.23 -26018.6 -10046.1 -3060.53 -7701.76 14592.8 18267.5 -7455.43 -35483.3 15096.2 -8609.42
internal_weight=0 142337 3.93147e+06 39527 1246 1218 1193 38281 34505 30291 9081 4214 2981 3691 2907 6100 2515 1278 21210 945 537 1064 1237 1707 812 696 116 277 659 1037
internal_count=4073804 142337 3931467 39527 1246 1218 1193 38281 34505 30291 9081 4214 2981 3691 2907 6100 2515 1278 21210 945 537 1064 1237 1707 812 696 116 277 659 1037
is_linear=0
shrinkage=0.1


Tree=4635
num_leaves=31
num_cat=0
split_feature=0 4 6 6 4 6 6 5 6 6 7 3 2 3 6 2 6 0 3 1 2 6 1 0 4 6 4 6 1 6
split_gain=3.0843e+11 1.41094e+12 6.06067e+12 6.47745e+12 8.66337e+12 5.15032e+12 4.09073e+12 6.60296e+12 2.35532e+12 1.13186e+13 1.58356e+13 3.31614e+12 4.31597e+12 4.30134e+12 1.61e+13 1.41008e+13 1.0582e+13 7.44535e+12 3.92291e+12 8.03609e+12 7.86151e+12 5.01921e+12 6.0748e+12 6.03854e+12 6.06023e+12 6.54876e+12 1.11409e+13 1.48254e+13 2.10375e+13 1.29134e+13
threshold=61.78914120000001 13.500000000000002 82.00500000000001 93.050000000000011 17.500000000000004 75.010000000000005 71.030000000000015 2.5000000000000004 71.715000000000018 69.605000000000004 6.0000000000000009 7.5000000000000009 4395.5000000000009 6.5000000000000009 90.045000000000016 8009.5000000000009 80.720000000000013 63.565651350000003 5.5000000000000009 40.377616600000003 6426.0000000000009 75.605000000000004 59.999510900000011 63.565651350000003 2.5000000000000004 84.810000000000016 4.5000000000000009 89.00500000000001 53.67029225000001 91.02500000000002
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 8 5 4 -4 6 7 -3 9 -2 -11 13 -13 18 16 -16 17 -15 21 -20 -21 22 -10 24 -23 -26 -27 28 -28 -29
right_child=1 2 3 -5 -6 -7 -8 -9 11 10 -12 12 -14 14 15 -17 -18 -19 19 20 -22 23 -24 -25 25 26 27 29 -30 -31
leaf_value=2.3058613774185299 -378.47322822866562 2993.8493407341957 -89330.082982336957 14391.438709677419 -7755.137324218751 48454.74642857143 -15893.679738769533 29564.595703996936 16883.648833054765 -8418.8913783575899 -61417.499942366805 -17817.36825311834 15713.080681825555 30294.990498860676 2694.5460937500002 -101305.34262695313 61173.147181919652 -41220.646121793186 -42692.494531250006 -55.827961282169127 46325.539045077945 -20623.763998724491 -2849.8285868103253 -9440.840881032278 -3620.0085577690315 -12400.76520491671 133494.51278935184 -43618.178878348219 15260.917233455883 21252.192467673431
leaf_weight=4045394 23805 567 23 31 30 28 85 112 364 744 61 44 301 24 22 32 28 37 20 68 79 98 273 658 410 121 27 35 34 249
leaf_count=4045394 23805 567 23 31 30 28 85 112 364 744 61 44 301 24 22 32 28 37 20 68 79 98 273 658 410 121 27 35 34 249
internal_value=0 -328.339 3622.61 -21918 -43155.6 6331.46 4787.68 7376.65 -454.04 -772.843 -12434.9 2229.19 11436.7 997.469 -15858.2 -58935 10278.2 -13083.3 1986.95 16778.9 24870.2 898.25 8426.44 -2040.14 2959.5 5597.82 13707.9 22864.9 67593.8 13257.6
internal_weight=0 28410 876 84 53 792 764 679 27534 24610 805 2924 345 2579 143 54 89 61 2436 167 147 2269 637 1632 974 876 466 345 61 284
internal_count=4073804 28410 876 84 53 792 764 679 27534 24610 805 2924 345 2579 143 54 89 61 2436 167 147 2269 637 1632 974 876 466 345 61 284
is_linear=0
shrinkage=0.1


Tree=4636
num_leaves=31
num_cat=0
split_feature=4 4 6 6 6 1 1 1 6 6 0 3 6 0 3 0 3 6 1 6 1 0 1 0 0 3 1 3 6 0
split_gain=3.04967e+11 2.71093e+12 1.67591e+13 2.13611e+13 2.26293e+13 2.5751e+13 5.61966e+13 5.5095e+13 5.9534e+13 3.35906e+13 2.49917e+13 3.53061e+13 2.15159e+13 3.6854e+13 2.83872e+13 2.68224e+13 1.87274e+13 1.84821e+13 3.79504e+13 5.2822e+13 3.31483e+13 3.01386e+13 2.8789e+13 2.74405e+13 6.07476e+13 3.97036e+13 3.10852e+13 2.97898e+13 3.0774e+13 4.18232e+13
threshold=5.5000000000000009 6.5000000000000009 40.610000000000007 86.030000000000015 81.705000000000013 30.226173900000003 30.260128500000004 30.157841000000001 50.995000000000012 70.50500000000001 60.002985000000002 1.5000000000000002 86.920000000000016 56.228352100000002 2.5000000000000004 57.719618750000002 1.5000000000000002 73.00500000000001 30.315889700000003 78.010000000000005 30.330566300000005 59.950512650000007 30.303340300000002 55.649510000000014 55.783232450000007 4.5000000000000009 37.331232350000008 2.5000000000000004 75.010000000000005 43.6005307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -9 -7 11 -10 13 -5 -15 -16 -4 -8 19 -19 -20 22 -21 27 25 26 -25 28 -22 -30
right_child=1 -3 3 12 -6 6 17 8 10 -11 -12 -13 -14 14 15 -17 -18 18 20 21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=43.756535608771927 1755.0992009294525 -1.0593683798023024 -20987.47104034424 1472.1878220016893 -12708.076200920726 -72711.204608912725 -2979.8578154319425 181710.03606418919 173653.01729910716 43781.589102909486 -31981.709435705237 -3895.0531005859375 1557.4493831275747 195294.98187500003 132346.09062500001 -20519.995345052084 10880.946496031955 1109.7521084550499 -58024.356896033656 89946.440174788135 -20108.114536242541 5190.5647879464286 226286.21458333335 -42706.425203804349 4406.5534916033885 106154.11071777344 56165.354589547467 -9285.3366761852594 96632.110361842104 15740.67498414908
leaf_weight=1145099 21961 2849416 224 111 2090 169 36122 37 21 29 37 24 13078 20 22 24 1043 138 91 59 178 28 21 46 1103 104 103 1928 76 402
leaf_count=1145099 21961 2849416 224 111 2090 169 36122 37 21 29 37 24 13078 20 22 24 1043 138 91 59 178 28 21 46 1103 104 103 1928 76 402
internal_value=0 -17.1084 -593.865 -1493.7 -2552.3 -2046.72 -2504.33 11357 76413.3 -55649.1 28901.3 78960.7 2026.16 36657.9 95833.8 52589.9 5246.75 -2243.86 3972.07 42103 1645.05 94483.2 125736 3023.2 14543.5 58737.4 25641.2 -3022.28 15385 28602.1
internal_weight=0 2.9287e+06 79289 57328 44073 41983 40597 1386 119 198 82 45 13255 177 66 46 1267 40399 4277 246 4031 108 80 3940 1356 253 149 2584 656 478
internal_count=4073804 2928705 79289 57328 44073 41983 40597 1386 119 198 82 45 13255 177 66 46 1267 40399 4277 246 4031 108 80 3940 1356 253 149 2584 656 478
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=31
num_cat=0
split_feature=2 3 0 3 0 1 0 6 7 1 4 0 0 1 1 4 0 6 4 4 6 6 1 4 6 7 1 0 6 6
split_gain=2.9747e+11 5.7469e+12 1.22292e+13 1.45665e+13 2.7089e+13 2.96689e+13 4.40615e+13 6.01124e+13 2.46556e+13 1.99089e+13 1.73905e+13 2.49437e+13 3.68402e+13 1.99678e+13 3.47643e+13 1.65962e+13 2.52025e+13 2.84295e+13 1.9779e+13 1.6564e+13 2.31262e+13 3.86972e+13 3.01186e+13 1.80986e+13 1.53622e+13 2.11628e+13 2.89012e+13 1.5241e+13 1.46934e+13 1.39983e+13
threshold=36.000000000000007 16.500000000000004 55.710673100000008 17.500000000000004 55.876067900000002 37.729575300000008 55.721784200000009 68.00500000000001 6.0000000000000009 37.804148700000006 28.500000000000004 55.82518790000001 55.806294650000005 37.46219940000001 37.534144550000008 19.500000000000004 55.858844800000007 63.140000000000008 18.500000000000004 20.500000000000004 54.010000000000012 78.010000000000005 37.649344350000007 17.500000000000004 56.205000000000005 6.0000000000000009 37.649344350000007 55.840017500000009 67.00500000000001 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 4 5 8 7 -7 10 -8 11 12 29 27 -15 16 17 24 -18 23 -21 -22 -23 -10 25 26 -5 -13 -25 -4
right_child=-2 2 3 15 -6 6 9 -9 19 -11 -12 13 -14 14 -16 -17 18 -19 -20 20 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-261.0628386290158 7.486559517767744 -1113.786570346326 31077.184564393941 17730.312317708333 28004.849064961585 27725.725172776445 22233.328436064796 203655.20642641129 -13682.694396587171 -44585.115835336539 46748.982808927212 -45756.953696289071 -148551.27651535562 -68755.584849654799 12135.630372498876 1087.2163067721131 11343.425808919272 75814.734032729073 -111914.81195652173 14767.274877880664 -30914.683940792871 77800.754651442316 -55348.270822010869 24598.112760478052 -48329.237566964293 4621.1067965104276 172921.59181640626 50751.910010715066 78073.489234138266 -38439.309542292984
leaf_weight=255834 3783399 14397 33 30 605 52 313 31 95 52 41 20 29 86 139 16714 30 103 23 498 363 65 23 232 35 149 20 90 66 237
leaf_count=255834 3783399 14397 33 30 605 52 313 31 95 52 41 20 29 86 139 16714 30 103 23 498 363 65 23 232 35 149 20 90 66 237
internal_value=0 -97.535 1112.61 2701.46 9043.98 4390.3 27668.9 93434.3 -780.156 12714 -16369.5 -20451.3 -41446.7 -1712.22 -18782.8 1563.04 21955.2 32036.4 -42146 7061 -88.3968 -16492.2 43000.4 24325.1 12766.5 23512 79806.8 33204.8 36441.7 -29942.8
internal_weight=0 290405 34571 20174 3070 2465 448 83 2017 365 675 634 299 335 225 17104 390 337 53 1342 949 451 88 393 234 199 50 110 298 270
internal_count=4073804 290405 34571 20174 3070 2465 448 83 2017 365 675 634 299 335 225 17104 390 337 53 1342 949 451 88 393 234 199 50 110 298 270
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=31
num_cat=0
split_feature=6 6 1 5 1 0 1 0 0 1 4 0 0 0 3 0 4 2 5 5 1 2 4 4 3 0 0 0 1 4
split_gain=2.93192e+11 3.21793e+12 5.16286e+13 4.06589e+13 4.31607e+13 3.77163e+13 2.86169e+13 2.43502e+13 2.25515e+13 3.84217e+13 1.85225e+13 1.46937e+13 3.70138e+13 3.14617e+13 2.39722e+13 2.05487e+13 1.55951e+13 1.30642e+13 1.45861e+13 1.17277e+13 3.16511e+13 1.1236e+13 1.06422e+13 1.03751e+13 1.03367e+13 2.77966e+13 1.56786e+13 1.38896e+13 1.03101e+13 1.02886e+13
threshold=102.04000000000001 101.02000000000002 30.362494150000003 3.5000000000000004 30.277905650000005 54.724612400000005 30.315889700000003 59.905532300000012 44.601833250000006 39.735861600000007 5.5000000000000009 59.963561900000009 59.990753350000013 60.028671700000011 3.5000000000000004 59.91832440000001 13.500000000000002 4311.5000000000009 2.5000000000000004 4.5000000000000009 37.401708450000008 5791.5000000000009 5.5000000000000009 25.500000000000004 1.5000000000000002 56.858606850000008 55.749683450000006 45.07004340000001 38.657016300000002 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 22 11 -8 9 10 -4 14 -13 -14 15 -7 -16 19 -19 23 -21 -20 -3 24 25 26 27 -10 -29 -9
right_child=-2 2 8 4 -6 6 7 29 17 -11 -12 12 13 -15 16 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.157407814588806 -163.113017292059 44795.243323863637 158110.93320312502 29747.823863636368 152232.0795189951 -2221.7451736111111 146573.02738095238 -19720.684891633064 -45255.72307477679 5537.5802711664246 50713.808110119047 -125144.74949448531 97740.003328804349 -46583.824516157678 -52507.012081866204 93885.246981534103 25565.206162109374 69389.305669642854 22329.147106745793 -152215.6526171875 -13277.884471583106 -1129.371533286559 136363.56765625 42448.136779785156 -7507.5796430964738 95761.419303385424 -59616.735789659295 96748.594791666663 16301.85292376894 49953.57486007463
leaf_weight=3961335 107296 22 26 66 51 45 21 31 28 215 42 34 23 44 71 44 40 35 260 20 91 951 30 45 2712 36 36 21 66 67
leaf_count=3961335 107296 22 26 66 51 45 21 31 28 215 42 34 23 44 71 44 40 35 260 20 91 951 30 45 2712 36 36 21 66 67
internal_value=0 4.41229 2496.9 30367 83138.4 17286 7339.46 48853.6 -1084.14 26259.5 91777.4 -9073.11 -40164.3 2960.18 6627.91 45291.8 -24372.9 -2883.31 5746.53 -6403.04 -38311.7 3907.14 97623.1 -5199.97 -5939.59 16800.5 -2024.64 16004.2 35720 27913.8
internal_weight=0 3.96651e+06 5173 589 117 472 420 119 4584 283 68 301 101 67 200 89 111 4301 1246 3055 111 1211 52 2944 2899 187 151 115 87 98
internal_count=4073804 3966508 5173 589 117 472 420 119 4584 283 68 301 101 67 200 89 111 4301 1246 3055 111 1211 52 2944 2899 187 151 115 87 98
is_linear=0
shrinkage=0.1


Tree=4639
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 4 6 0 0 0 6 6 4 0 6 0 3 4 3 0 6 6 6 6 6 6 5 0 4
split_gain=3.10928e+11 5.82075e+12 8.65137e+12 1.83094e+13 1.95325e+13 1.65751e+13 9.08272e+12 2.29589e+13 2.16074e+13 4.59371e+13 1.65524e+14 7.82859e+13 1.66766e+13 1.66558e+13 2.20592e+13 2.41255e+13 1.52993e+13 1.39236e+13 1.32307e+13 1.30757e+13 2.85635e+13 1.77702e+13 1.28316e+13 1.78442e+13 2.29091e+13 1.62721e+13 3.12571e+13 2.32456e+13 2.23348e+13 4.54203e+13
threshold=37.131181300000009 37.234509300000006 20.500000000000004 55.840017500000009 72.50500000000001 56.010000000000012 8.5000000000000018 138.05000000000004 55.676890650000011 55.806294650000005 55.834019500000004 72.50500000000001 142.05000000000004 6.5000000000000009 55.649510000000014 61.025000000000006 55.775215600000003 3.5000000000000004 5.5000000000000009 1.5000000000000002 55.759969450000007 62.995000000000012 130.05000000000004 125.02000000000002 116.05000000000001 79.710000000000022 81.705000000000013 2.5000000000000004 55.922096200000006 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 -4 7 8 13 16 11 -11 22 14 18 -16 19 -9 -2 20 21 -10 23 24 25 27 -27 -8 29 -29
right_child=1 -3 3 -5 -6 -7 12 17 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-72.718961735728854 9123.4689081262823 1.7717587357931608 -52191.434000263514 -1378.1372791583722 -134371.11874999999 50394.434933035722 3162.9354965016032 115737.20210336539 -6319.0404062500002 81306.561392066593 -7080.9659293603954 321686.39078125003 -79565.809309895849 -19229.137382542482 25041.218881835939 159555.74492187501 -108976.76661551339 14110.555747767859 -72837.900234375003 -41847.988161399146 -60434.258407964946 114147.94557291668 67114.944912719729 -88393.059598214284 101470.97408854167 -45124.941083984377 -727.06626492405803 19999.311675998968 7104.9699218274227 97651.269180501302
leaf_weight=513821 1293 3543489 63 416 21 21 8773 26 25 42 1982 20 24 217 40 20 28 28 20 330 41 24 32 21 24 180 1332 462 899 90
leaf_count=513821 1293 3543489 63 416 21 21 8773 26 25 42 1982 20 24 217 40 20 28 28 20 330 41 24 32 21 24 180 1332 462 899 90
internal_value=0 10.4957 1884.71 -10796.3 -48110.2 -26545 2298.33 -1735.76 -2592.69 -8404.21 -2047.88 158848 3707.89 6515.68 10584.6 69879.4 -37404.9 63041.9 7875.01 -32633.5 1153 52685.2 3877.07 3705.31 3869.77 3670.17 -6012.53 5102.12 16826.8 32660
internal_weight=0 3.55998e+06 16494 521 105 84 15973 4136 4082 2492 2044 62 11837 1590 1373 60 448 54 1313 420 90 49 11813 11781 11760 11736 1512 10224 1451 552
internal_count=4073804 3559983 16494 521 105 84 15973 4136 4082 2492 2044 62 11837 1590 1373 60 448 54 1313 420 90 49 11813 11781 11760 11736 1512 10224 1451 552
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=31
num_cat=0
split_feature=1 1 6 0 4 6 6 6 4 4 6 6 6 5 6 3 3 3 4 6 5 4 0 0 4 6 6 5 6 6
split_gain=2.83921e+11 5.71945e+12 1.60696e+13 1.62206e+13 7.29408e+13 4.38326e+13 3.30113e+13 2.5028e+13 2.82907e+13 2.19007e+13 5.7061e+13 5.56403e+13 3.78958e+13 2.37358e+13 2.0693e+13 2.01757e+13 2.38774e+13 3.64008e+13 1.94331e+13 5.03681e+13 2.79876e+13 2.5744e+13 8.64595e+13 3.46455e+13 4.53125e+13 3.41351e+13 5.79705e+13 2.31237e+13 1.89619e+13 1.83257e+13
threshold=65.559704250000024 65.574968200000015 33.805000000000007 57.113979900000011 13.500000000000002 68.515000000000015 101.02000000000002 62.995000000000012 15.500000000000002 9.5000000000000018 110.01500000000001 85.020000000000024 81.705000000000013 2.5000000000000004 114.05000000000001 3.5000000000000004 5.5000000000000009 6.5000000000000009 14.500000000000002 106.49500000000002 3.5000000000000004 13.500000000000002 57.15297970000001 57.15297970000001 11.500000000000002 86.030000000000015 99.050000000000011 2.5000000000000004 57.995000000000012 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 28 10 11 12 -5 -14 -4 -12 -17 -18 19 20 21 23 25 -11 27 -23 -27 -25 -6 -13
right_child=1 -3 3 9 5 6 -8 -9 -10 18 15 29 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-15.171004446133621 -8800.0627564183542 15.323547468345318 19603.288313471956 -2582.4015531983537 -11046.950558520261 -29168.008825488803 75712.79989919356 27110.629444424718 4086.0502619423805 -6284.8215741244239 115659.84161931819 -33597.225385229627 135155.5974294355 24995.820054540094 106698.49429408483 -29653.141518422719 179626.64151785715 21264.475066489365 3710.9196290421896 -24362.433983050851 103329.50227363783 50815.156477355958 7886.1355200491498 26586.737354252255 -9838.7201927558526 215808.01820913461 60198.553392767142 69791.144018988081 -51718.302183593754 -95152.77364206026
leaf_weight=3062454 1295 994861 1060 2627 1382 940 31 275 1828 704 44 181 31 53 28 37 21 47 3547 295 39 236 577 464 286 39 62 169 125 66
leaf_count=3062454 1295 994861 1060 2627 1382 940 31 275 1828 704 44 181 31 53 28 37 21 47 3547 295 39 236 577 464 286 39 62 169 125 66
internal_value=0 45.9391 1893.12 2804.51 -1430.72 -6958.7 -25819.6 -1885.58 -4276.57 5325.2 -1566.49 -4608.03 -468.228 65650 21844.7 58815.1 34994.5 70170.4 8661.52 14777.8 19260.1 17967.7 31391.1 10408.2 23195.9 71635.6 120285 38121.6 -14420.5 -50045.3
internal_weight=0 1.01135e+06 16489 15194 5669 4581 971 3610 3335 9525 3107 2958 2711 84 1088 149 105 68 6418 2871 2576 2537 914 1623 919 337 101 633 1507 247
internal_count=4073804 1011350 16489 15194 5669 4581 971 3610 3335 9525 3107 2958 2711 84 1088 149 105 68 6418 2871 2576 2537 914 1623 919 337 101 633 1507 247
is_linear=0
shrinkage=0.1


Tree=4641
num_leaves=31
num_cat=0
split_feature=0 4 3 3 3 1 6 1 1 0 6 6 4 6 4 4 6 1 3 6 6 0 0 1 4 0 0 6 4 0
split_gain=2.94408e+11 3.20312e+12 4.05116e+12 2.72531e+12 8.56019e+12 1.80541e+13 1.15066e+13 1.18985e+13 1.1321e+13 1.00668e+13 2.15568e+13 2.06832e+13 5.72299e+13 4.1406e+13 2.58541e+13 2.15853e+13 5.40947e+13 1.88357e+13 1.87217e+13 2.35455e+13 1.06232e+13 2.96646e+13 2.49154e+13 5.40175e+13 2.12799e+13 1.83944e+13 1.60678e+13 1.56394e+13 1.2244e+13 1.06252e+13
threshold=45.073441650000007 29.500000000000004 12.500000000000002 13.500000000000002 10.500000000000002 39.033214400000013 156.15000000000003 38.958307950000012 38.999037500000007 45.047736150000013 138.05000000000004 102.04000000000001 24.500000000000004 104.01000000000001 14.500000000000002 18.500000000000004 114.05000000000001 39.023883200000007 12.500000000000002 79.710000000000022 90.045000000000016 45.063245050000006 45.059854000000009 39.008519500000006 19.500000000000004 45.053967500000006 45.07004340000001 54.010000000000012 16.500000000000004 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 17 11 20 13 -13 -15 -16 -17 -6 -19 -20 27 22 24 28 25 -22 -23 -11 -24 -29
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 -12 12 -14 14 15 16 -18 18 19 -21 21 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=21.179235660585544 -9.6740757733440663 -284.19543269230775 -60148.340625000004 -663.33055381301108 293.51434028283592 -994.34980648744158 81818.095433910479 -14176.070688100963 65636.807798032401 2164.4211541454783 -98045.635058593762 133523.47381904069 -114790.27662500001 120175.31770833333 -13719.600920999461 1475.91359375 149084.03370225694 7270.7827555418016 35109.790409608649 150922.73426339286 36788.748873546509 -44046.437166377975 136795.88730468749 -83139.259648437495 50034.85983758224 -38313.347059461805 8745.8076250125214 22552.891192254072 44705.173615056818 8344.680781856161
leaf_weight=387353 3606732 26 20 44906 9506 14757 37 52 27 4995 20 43 25 27 116 80 36 256 107 21 43 221 42 20 57 135 78 622 22 3422
leaf_count=387353 3606732 26 20 44906 9506 14757 37 52 27 4995 20 43 25 27 116 80 36 256 107 21 43 221 42 20 57 135 78 622 22 3422
internal_value=0 74.7032 -26312.1 77.3022 156.092 1659.21 3616.16 35019.9 13101.7 3433.05 5669.69 5877.45 30612 42648.6 27561.2 16782.9 47285.3 1170.64 22884 54110.4 5039.9 -7644.55 13566.6 60311.4 -3142.12 -20170.7 -30274.5 5907.14 105140 10530
internal_weight=0 467072 46 467026 422120 34767 20010 116 79 19894 10004 9984 327 302 259 232 116 9890 384 128 9657 618 319 84 235 178 299 9039 64 4044
internal_count=4073804 467072 46 467026 422120 34767 20010 116 79 19894 10004 9984 327 302 259 232 116 9890 384 128 9657 618 319 84 235 178 299 9039 64 4044
is_linear=0
shrinkage=0.1


Tree=4642
num_leaves=31
num_cat=0
split_feature=6 0 0 5 1 1 1 3 4 3 6 6 1 3 4 4 4 1 1 1 0 3 0 1 4 1 6 1 6 3
split_gain=3.08705e+11 3.54405e+12 2.39514e+13 2.76385e+13 7.65572e+13 1.83349e+14 5.87287e+14 1.01412e+14 8.61455e+13 7.19876e+13 4.86216e+13 4.56339e+13 4.5065e+13 4.40185e+13 3.86487e+13 9.67162e+13 5.41219e+13 3.4835e+13 3.22943e+13 3.09782e+13 4.25801e+13 3.04037e+13 2.79461e+13 4.09783e+13 3.10949e+13 2.73096e+13 6.73662e+13 6.32289e+13 3.22983e+13 2.99746e+13
threshold=68.00500000000001 55.676890650000011 55.759969450000007 2.5000000000000004 37.618684050000006 37.475446350000006 37.488790500000007 5.5000000000000009 10.500000000000002 8.5000000000000018 72.50500000000001 84.00500000000001 37.586700500000006 10.500000000000002 15.500000000000002 17.500000000000004 22.500000000000004 37.563506350000004 49.300375350000003 37.131181300000009 55.721784200000009 15.500000000000002 55.743464250000009 52.380799750000001 15.500000000000002 37.425454150000007 75.605000000000004 37.442254400000003 75.605000000000004 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 10 -7 8 12 -9 19 25 -8 -11 -10 -16 -17 -15 -6 -3 -21 -19 -20 24 -24 26 -12 28 -27 -28
right_child=1 2 -4 -5 18 6 7 9 14 13 11 -13 -14 17 15 16 -18 21 22 20 -22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=13.089750585013812 -245.42853991607603 -29191.203793078272 -92.931426209602805 4335.6337595773239 7426.1248503713905 -475371.78939393937 -308515.85420673079 71120.074242172239 35138.720110887101 -126661.86309027779 7295.4674546632132 24844.752730451313 -114050.49673295455 -743.49978663729269 -213492.54575320517 105067.54212239583 -97943.525700431041 -36760.861679687507 -7926.3414345296233 16674.634277924248 88672.266130859382 -187766.65593750001 -47073.871901041668 17090.240463169644 -191052.84880208335 22852.825852705791 -80241.459842329554 -31432.53628811891 159394.81739583335 3930.4443632812504
leaf_weight=3322544 430390 107 289064 25005 4092 33 26 80 31 45 193 224 22 211 39 24 29 40 360 460 100 20 30 35 30 41 275 174 30 50
leaf_count=3322544 430390 107 289064 25005 4092 33 26 80 31 45 193 224 22 211 39 24 29 40 360 460 100 20 30 35 30 41 275 174 30 50
internal_value=0 -57.8911 193.657 2798.27 -2854.09 -17923.4 -65277.1 -41409.2 -105767 -13618.2 -745.454 -14840 -219386 -35071 -61428.1 -93966.9 -6013.99 -19862.2 4615.92 20111.1 29531.4 -87096.1 -20657.4 -68901.5 -119063 -26490.6 -39501.6 1018.57 80546.6 -67291.9
internal_weight=0 751260 320870 31806 6801 2254 600 567 171 396 1654 987 48 316 123 92 53 271 4547 667 560 60 455 95 60 763 518 245 71 325
internal_count=4073804 751260 320870 31806 6801 2254 600 567 171 396 1654 987 48 316 123 92 53 271 4547 667 560 60 455 95 60 763 518 245 71 325
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=31
num_cat=0
split_feature=0 3 4 1 1 1 4 0 6 6 3 3 6 6 3 1 4 4 6 6 0 5 6 6 4 6 1 0 1 4
split_gain=3.10451e+11 5.1333e+12 8.86176e+12 1.21369e+13 4.3198e+13 5.09195e+13 8.35837e+13 1.78729e+14 2.92198e+13 8.60757e+13 8.22785e+13 1.05701e+14 2.32171e+13 3.78289e+13 2.68147e+13 1.92848e+13 4.29522e+13 3.16643e+13 6.91001e+13 7.1194e+13 2.54918e+13 3.92044e+13 6.45428e+13 7.82893e+13 3.15949e+13 2.72426e+13 2.1637e+13 3.8636e+13 3.59509e+13 2.62035e+13
threshold=45.036141150000006 4.5000000000000009 15.500000000000002 39.703507450000011 38.965413050000002 38.977585500000011 13.500000000000002 45.022979600000006 91.02500000000002 69.605000000000004 5.5000000000000009 7.5000000000000009 130.05000000000004 120.05000000000001 6.5000000000000009 39.723160900000003 5.5000000000000009 11.500000000000002 104.01000000000001 118.04500000000002 43.6005307 3.5000000000000004 56.205000000000005 53.995000000000012 10.500000000000002 56.805000000000007 39.803839700000005 43.6005307 39.843340650000009 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 8 -8 9 -6 -11 -12 13 14 -10 16 -5 20 -19 -20 21 22 23 -18 -24 -22 27 -17 -28 -29
right_child=-2 2 -4 15 5 -7 7 -9 12 10 11 -13 -14 -15 -16 26 17 18 19 -21 25 -23 24 -25 -26 -27 28 29 -30 -31
leaf_value=-275.22351167320051 -8.045353018559215 94.43284139808776 -444.2214806137797 20574.193543502202 4024.1522466916454 5654.6946029223845 -38553.122644042967 278519.21179687505 -80702.96123798078 23157.967879231772 339185.94149305555 40049.715290178574 60478.459244791666 -159686.93097826088 59153.338712284487 15612.609908302284 -27753.818616914374 6552.7117168551777 -246901.69437144889 -21922.130248397436 -28376.056007755615 85891.629812500003 -95448.142336748235 170605.13967633931 27950.613858695655 8450.4689891581638 -71758.844740513407 -730.38134735398069 -30.162474643228531 -49977.613811624469
leaf_weight=172366 3754876 28513 57049 454 245 14073 32 40 26 48 27 21 24 23 29 2408 379 1005 22 39 412 25 212 21 23 392 70 1575 39259 116
leaf_count=172366 3754876 28513 57049 454 245 14073 32 40 26 48 27 21 24 23 29 2408 379 1005 22 39 412 25 212 21 23 392 70 1575 39259 116
internal_value=0 94.7214 529.8 1150.57 2358.89 6784.89 37668.9 137598 21427.6 35473.8 115736 208314 -25530.8 -51995.3 -6960.55 28.4476 -7747.93 -12830.2 280.183 -103062 -22376.5 -36940.7 -41776.6 -17340 -83370.8 -10420.8 562.774 7476.8 -157.829 -4108.67
internal_weight=0 318928 146562 89513 43101 14588 515 72 443 341 96 48 102 78 55 46412 2984 2530 1066 61 1464 660 635 400 235 804 43428 4099 39329 1691
internal_count=4073804 318928 146562 89513 43101 14588 515 72 443 341 96 48 102 78 55 46412 2984 2530 1066 61 1464 660 635 400 235 804 43428 4099 39329 1691
is_linear=0
shrinkage=0.1


Tree=4644
num_leaves=31
num_cat=0
split_feature=1 1 4 0 6 6 0 5 0 6 4 6 4 0 3 6 1 6 6 6 4 1 0 1 6 1 6 6 3 6
split_gain=3.44979e+11 5.08014e+12 1.02279e+13 9.91069e+12 1.38617e+13 1.1114e+13 1.03313e+13 8.50214e+12 8.46204e+12 2.22818e+13 2.1377e+13 2.12851e+13 2.7131e+13 2.50104e+13 2.97811e+13 3.05185e+13 3.52665e+13 2.27332e+13 2.35064e+13 2.63274e+13 3.24754e+13 2.1961e+13 1.94751e+13 1.70251e+13 2.03869e+13 1.66488e+13 2.3829e+13 3.06287e+13 1.78575e+13 1.37215e+13
threshold=39.652459050000012 39.718675700000013 3.5000000000000004 43.687280500000007 32.005000000000003 35.010000000000012 45.177967300000006 4.5000000000000009 47.245981600000007 62.010000000000012 25.500000000000004 82.905000000000015 7.5000000000000009 47.207933300000008 2.5000000000000004 122.65000000000002 39.703507450000011 83.010000000000005 189.00000000000003 142.05000000000004 10.500000000000002 39.703507450000011 43.687280500000007 39.703507450000011 110.01500000000001 39.689978950000004 108.05000000000001 88.825000000000003 3.5000000000000004 59.505000000000003
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 -2 -6 -5 -8 9 29 11 -11 13 14 15 16 22 -14 19 -19 -21 -17 -13 24 -10 28 27 -27 -16 -4
right_child=1 -3 8 6 5 -7 7 -9 23 10 -12 12 17 -15 25 21 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-34.201220107422465 -20101.003133566337 0.34845616483534747 1577.5238096075025 -37551.883530099054 84355.976125000001 15101.362805710682 -5157.2061155684114 41197.636523437504 -2107.1787320410331 12954.044180687521 -50368.626518322177 20796.774755859376 -64918.851990327385 -33746.551005558475 104390.58265625 34141.989701704551 -59888.053486965015 7702.8293464936087 -83173.403949652784 138914.9016084559 23276.658166360296 173893.59979619566 135754.27640625002 2119.3765859667851 -55823.756283010567 7420.2005319695736 1883.005026533019 -104095.35479910715 -8077.5994084676104 -9411.9556760953965
leaf_weight=1710743 114 2299324 16914 98 25 317 3659 40 14488 3850 63 56 42 357 20 22 46 1745 27 34 85 23 20 20141 71 38 106 70 48 1218
leaf_count=1710743 114 2299324 16914 98 25 317 3659 40 14488 3850 63 56 42 357 20 22 46 1745 27 34 85 23 20 20141 71 38 106 70 48 1218
internal_value=0 24.76 905.413 -3832.09 10097.6 20163.8 -5504.98 -4655.94 1244.14 2655.43 7605.78 8160.09 1421.61 -13991.3 1716.06 35182.8 9220.12 7848.31 9464.5 10806.4 56316.2 105571 51048.7 236.14 -2369.14 -18102.9 -31799.6 -64858.4 25001.3 839.316
internal_weight=0 2.36306e+06 63737 4253 456 342 3797 3699 59484 24784 6652 6589 2739 806 449 167 122 1933 1891 1864 119 45 76 34700 14559 282 214 108 68 18132
internal_count=4073804 2363061 63737 4253 456 342 3797 3699 59484 24784 6652 6589 2739 806 449 167 122 1933 1891 1864 119 45 76 34700 14559 282 214 108 68 18132
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=31
num_cat=0
split_feature=3 6 6 2 1 0 2 4 1 0 0 1 4 1 1 1 5 4 1 5 5 0 1 1 1 7 4 0 6 1
split_gain=3.24675e+11 4.00686e+12 1.35261e+13 2.42758e+13 3.29312e+13 4.21563e+13 2.00812e+13 2.51856e+13 2.39288e+13 1.83652e+13 1.83169e+13 3.16186e+13 7.39212e+13 1.82135e+13 1.80621e+13 5.77729e+13 2.17394e+13 1.87547e+13 1.81003e+13 2.26927e+13 1.51638e+13 1.26767e+13 6.60164e+13 1.81011e+13 2.13889e+13 2.66067e+13 1.91033e+13 1.77036e+13 1.95985e+13 5.14684e+13
threshold=4.5000000000000009 125.02000000000002 120.05000000000001 2865.5000000000005 41.966773150000002 50.596941950000009 2599.0000000000005 4.5000000000000009 30.277905650000005 60.01610465000001 45.040161900000008 39.718675700000013 9.5000000000000018 39.625203600000013 30.315889700000003 30.323041000000003 4.5000000000000009 4.5000000000000009 55.957851400000003 3.5000000000000004 2.5000000000000004 44.878071950000013 39.749243900000003 39.008519500000006 38.91194105000001 6.0000000000000009 15.500000000000002 59.939085000000013 122.65000000000002 30.389265100000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -8 14 -5 13 -13 -12 16 -16 17 -10 21 -20 -7 22 -17 24 27 26 -26 28 -23 -30
right_child=-2 -3 3 4 -6 20 8 -9 9 -11 11 12 -14 -15 15 18 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=32.826856101412375 -26.659677989411314 -1433.4907598034551 74648.414806547618 11918.520960344587 7271.9560141650336 -62514.330243981414 23418.461764834974 4759.0428102305241 -69031.009779575907 -76854.974969482428 117046.40526620371 49289.843145282452 298351.61235573509 7732.2483091517861 -148610.91600378789 -78371.302385305855 103084.14314903847 27235.447174657533 -144177.60604619567 -3704.282014266304 22915.364125181688 -70430.56593750001 96558.09514508929 -32411.225682933909 101174.33503004808 -10874.495151654412 2373.5826729910714 23658.666565472147 86779.377610325173 -80016.09375
leaf_weight=1898434 2153416 18530 63 28 1602 23 178 284 28 48 27 26 22 35 33 94 26 73 23 23 215 70 28 148 65 68 28 92 37 37
leaf_count=1898434 2153416 18530 63 28 1602 23 178 284 28 48 27 26 22 35 33 94 26 73 23 23 215 70 28 148 65 68 28 92 37 37
internal_value=0 29.8947 44.1526 6323.7 13523 40156.5 -3524.33 17447.9 -10146.1 -16633.1 84129.5 102510 163443 55336.8 -13321.9 -19256.8 21539.4 547.717 -13269.8 -73940.9 14659.6 -9085.62 -38223.6 -2563 8564.3 36666.6 71427.9 -10607.2 -32499.3 3381.64
internal_weight=0 1.92039e+06 1.90186e+06 3424 1978 376 1446 347 1099 921 138 110 48 62 873 746 127 101 713 46 238 667 122 545 397 161 93 236 144 74
internal_count=4073804 1920388 1901858 3424 1978 376 1446 347 1099 921 138 110 48 62 873 746 127 101 713 46 238 667 122 545 397 161 93 236 144 74
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 4 1 6 0 0 1 0 0 1 6 6 4 0 3 1 1 6 1 3 1 3 3 4 6 4
split_gain=3.24237e+11 5.2676e+12 1.6386e+13 2.66964e+13 2.31134e+13 2.06666e+13 3.76556e+13 3.31571e+13 1.86279e+13 4.37519e+13 3.14152e+13 1.80453e+13 2.79676e+13 1.8022e+13 2.85942e+13 3.0562e+13 3.7413e+13 3.37537e+13 2.45112e+13 2.29967e+13 1.92723e+13 1.60132e+13 1.78238e+13 2.05694e+13 3.33615e+13 2.94556e+13 2.76788e+13 1.78618e+13 1.67629e+13 1.60912e+13
threshold=14.500000000000002 1.5000000000000002 48.810000000000009 65.493200550000012 60.549354600000008 21.500000000000004 60.605526900000008 54.990000000000002 56.858606850000008 56.838524800000009 60.590708550000009 45.040161900000008 45.022979600000006 38.927872750000006 52.610000000000007 51.405000000000008 23.500000000000004 45.036141150000006 15.500000000000002 38.965413050000002 38.948208550000011 62.375000000000007 38.999037500000007 7.5000000000000009 38.965413050000002 14.500000000000002 11.500000000000002 22.500000000000004 71.715000000000018 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 11 6 8 -8 9 -6 -11 12 -4 -14 15 -15 -17 -18 21 -19 -20 22 23 27 -25 26 -26 -16 -23 -28
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 13 14 18 16 17 19 20 -21 -22 28 -24 24 25 -27 29 -29 -30 -31
leaf_value=-18.383659956578693 -28.030710466044937 235.96936741615724 -2455.9009294135103 -7727.5291945640001 34329.858354515549 -486.19502436048936 20368.869847373637 -15405.635352629135 -2565.3651308001895 63904.92520089286 203359.13895833335 -2825.4153316110874 -9204.228359784338 14690.883103139338 6833.1850203704835 3794.6930507562101 16856.808510044644 -32255.712941576086 -97659.628940217401 -155174.11173611111 4910.3879014756949 -9165.8950506365745 8732.6754299587683 32957.320113825081 84591.987139129647 -8019.7317764945656 246841.50429687501 67397.567745535722 77148.514004629629 122906.99470658736
leaf_weight=2859571 518031 654313 3196 6985 209 1595 698 412 66 35 30 26461 334 639 160 156 28 23 23 45 90 135 144 167 96 23 20 70 27 22
leaf_count=2859571 518031 654313 3196 6985 209 1595 698 412 66 35 30 26461 334 639 160 156 28 23 23 45 90 135 144 167 96 23 20 70 27 22
internal_value=0 43.2943 -181.862 -2084.26 -954.93 7368.78 16009.3 7090.4 45126.7 56614.6 128268 -1750.49 3518.8 12190.5 16015.9 3060.29 -26431.6 -75549.2 27831.2 -113599 -15966.7 33559.4 40099.3 48193.9 64271.4 96752.6 114215 25265.8 5219.84 181923
internal_weight=0 1.21423e+06 559920 41889 34904 3045 1450 1110 340 274 65 31859 5398 2202 1868 891 252 96 977 68 113 864 702 558 328 161 138 230 162 42
internal_count=4073804 1214233 559920 41889 34904 3045 1450 1110 340 274 65 31859 5398 2202 1868 891 252 96 977 68 113 864 702 558 328 161 138 230 162 42
is_linear=0
shrinkage=0.1


Tree=4647
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 0 4 1 6 4 4 1 0 3 1 6 0 0 0 6 7 0 0 1 1 1 4 4 7 0
split_gain=3.43878e+11 3.86134e+12 1.31754e+13 1.87488e+13 3.73008e+13 4.0578e+13 7.02242e+13 4.05079e+13 4.70324e+13 3.10163e+13 2.76067e+13 3.31897e+13 2.4989e+13 2.4748e+13 2.44436e+13 3.10414e+13 2.40399e+13 4.10396e+13 2.31082e+13 2.09707e+13 1.96123e+13 1.93414e+13 2.66726e+13 1.16725e+14 6.12953e+13 3.48881e+13 3.65959e+13 7.63534e+13 2.81427e+13 2.68349e+13
threshold=82.648284550000014 16.500000000000004 82.901648750000021 82.941727000000014 55.080855950000007 55.030407050000001 19.500000000000004 82.911604200000014 116.05000000000001 17.500000000000004 17.500000000000004 82.93515810000001 55.050541250000002 9.5000000000000018 82.918694400000007 95.045000000000016 55.071632200000003 55.061158000000006 55.061158000000006 82.905000000000015 6.0000000000000009 55.046782850000007 55.050541250000002 82.93515810000001 82.93515810000001 82.906746050000024 22.500000000000004 23.500000000000004 6.0000000000000009 55.071632200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 11 -6 -9 -11 18 -16 17 -7 -14 -18 -12 -8 23 28 25 -24 -27 -28 -23 -26
right_child=1 2 3 -5 10 6 21 12 -10 13 20 -13 14 -15 15 -17 19 -19 -20 -21 -22 22 24 -25 29 26 27 -29 -30 -31
leaf_value=-15.828117606468352 137.05609942195838 -2862.3618230493548 -1349.617208945956 -789.29196885208285 -37382.333640391793 -597.19875647256538 10248.930068443326 41770.849825878686 -95676.631691778282 8137.3465356361412 -6920.3872377033476 -7568.9794926722498 -15407.366586538463 37720.901524808018 13751.895878549396 -67012.036012620185 10938.190328382057 -65683.553728070183 59459.794670127987 84349.960941984216 29060.190428680737 -32567.361992187503 9748.0017862234981 -36177.718096954814 28581.502502859905 -42563.964817585496 77586.018398305532 -6449.7204193408324 38721.612481330427 1487.8560707514578
leaf_weight=3141444 797391 19269 11127 85817 469 645 2661 856 42 582 316 1832 52 550 561 52 189 114 199 49 291 65 1863 788 1123 265 111 4165 374 542
leaf_count=3141444 797391 19269 11127 85817 469 645 2661 856 42 582 316 1832 52 550 561 52 189 114 199 49 291 65 1863 788 1123 265 111 4165 374 542
internal_value=0 53.3304 -441.317 -38.1098 2119.11 3279.12 6529 18198.1 9116.24 11183.6 -8641.34 -13645.7 29661.3 22511 17663.8 6900.8 -1677.69 -10373 43949.5 26052.4 10329 2731.69 579.867 -13156.5 2668.67 -1775.45 -6503.08 -4268.25 28166.3 19761.8
internal_weight=0 932360 134969 115700 29883 26975 15848 3891 2171 2129 2908 2301 1720 1132 864 613 997 759 251 238 607 11957 9296 1227 8069 6404 4541 4276 439 1665
internal_count=4073804 932360 134969 115700 29883 26975 15848 3891 2171 2129 2908 2301 1720 1132 864 613 997 759 251 238 607 11957 9296 1227 8069 6404 4541 4276 439 1665
is_linear=0
shrinkage=0.1


Tree=4648
num_leaves=31
num_cat=0
split_feature=6 6 1 4 4 2 1 1 1 0 5 0 4 3 4 0 0 5 3 3 1 6 3 4 0 6 1 0 1 6
split_gain=3.53047e+11 3.44396e+12 1.70369e+13 1.31301e+13 1.78744e+13 1.42961e+13 1.20474e+13 2.55403e+13 2.00408e+13 3.69491e+13 5.33981e+13 4.89006e+13 5.79097e+13 9.68319e+13 5.58803e+13 5.48183e+13 3.81307e+13 3.5447e+13 3.26828e+13 2.77618e+13 2.75973e+13 2.72257e+13 2.69415e+13 2.83059e+13 2.22156e+13 2.13074e+13 2.09064e+13 3.03293e+13 2.31695e+13 2.1138e+13
threshold=68.00500000000001 71.030000000000015 37.873748150000004 8.5000000000000018 7.5000000000000009 1696.0000000000002 30.242318500000007 30.205407000000005 30.315889700000003 59.91832440000001 2.5000000000000004 59.963561900000009 15.500000000000002 8.5000000000000018 6.5000000000000009 59.933037250000005 59.933037250000005 2.5000000000000004 14.500000000000002 3.5000000000000004 30.303340300000002 68.515000000000015 7.5000000000000009 10.500000000000002 59.905532300000012 69.605000000000004 30.438492500000006 59.990753350000013 30.472130500000002 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 -4 -6 7 -2 9 10 18 12 13 14 15 20 -16 19 -8 -17 25 -18 23 -23 -12 -11 27 -10 29 -28
right_child=1 -3 3 -5 5 -7 8 -9 26 11 24 -13 -14 -15 16 17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=13.99831992211876 279.06420687401669 22.731875034145521 153.52297195226822 -2327.9264690693904 -37908.971312934031 20397.102519782238 -53401.738120216847 -17697.086346959331 -10642.362484870495 -38106.359791666669 15869.917643893496 7.888268851163545 -14339.973101283482 188919.63442826705 -30753.904913194445 -38962.24237544222 149241.92807617187 9633.2329483207632 51224.241061580884 -160663.24601293105 141291.87521551724 78854.072992984438 -29558.738891601562 4107.8704277663937 118314.56070601853 75301.003821790553 -7278.635631718912 10916.560362904269 1844.2852883130454 27155.399137772489
leaf_weight=3322544 4211 649723 18656 50406 45 642 245 973 2809 30 98 891 210 44 45 53 36 87 34 29 29 299 32 61 27 37 242 850 19739 677
leaf_count=3322544 4211 649723 18656 50406 45 642 245 973 2809 30 98 891 210 44 45 53 36 87 34 29 29 299 32 61 27 37 242 850 19739 677
internal_value=0 -61.9094 -603.519 -1477.99 736.864 16577.9 1315.24 -3094.93 2174.6 11124.3 -16317 17011.8 32284.5 44805.1 36212.9 -549.928 56809.4 -34829.2 -40651.6 -82002.8 59795.9 66015.8 58372.6 66188.7 37998 24521.6 1332.89 -5634.14 2566.9 18087.9
internal_weight=0 751260 101537 69749 19343 687 31788 5184 26604 2287 404 1883 992 782 738 265 473 169 279 82 96 428 392 360 125 67 24317 3659 20658 919
internal_count=4073804 751260 101537 69749 19343 687 31788 5184 26604 2287 404 1883 992 782 738 265 473 169 279 82 96 428 392 360 125 67 24317 3659 20658 919
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 0 7 6 3 1 1 3 1 0 5 3 0 1 1 1 2 0 6 6 6 5 3 0 0
split_gain=3.76359e+11 4.8211e+12 1.44159e+13 1.56947e+13 2.63797e+13 2.53429e+13 6.06063e+13 5.40741e+13 2.06173e+13 2.37987e+13 1.86994e+13 2.86066e+13 1.96408e+13 1.84564e+13 2.64215e+13 1.79766e+13 1.75387e+13 1.75358e+13 1.73852e+13 5.0994e+13 4.60159e+13 3.12334e+13 3.13124e+13 4.47144e+13 5.28232e+13 4.67905e+13 3.17731e+13 5.46349e+13 2.95897e+13 6.37395e+13
threshold=14.500000000000002 13.500000000000002 30.277905650000005 59.91832440000001 59.848366150000011 30.410676000000006 59.764576050000009 6.0000000000000009 91.02500000000002 6.5000000000000009 30.315889700000003 30.362494150000003 5.5000000000000009 30.303340300000002 59.963561900000009 2.5000000000000004 9.5000000000000018 60.002985000000002 37.71815560000001 37.618684050000006 37.649344350000007 2970.5000000000005 43.6005307 97.020000000000024 75.605000000000004 47.005000000000003 1.5000000000000002 11.500000000000002 55.685785750000008 55.749683450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -8 13 10 -10 12 -12 14 -5 -4 -7 -16 19 -18 28 22 23 24 25 26 27 -20 -21 -30
right_child=-2 2 3 8 -6 6 7 -9 9 -11 11 -13 -14 -15 17 -17 18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.8648428288936847 46.644487253069002 5701.2495431284624 -14016.573014564403 -77165.126540305399 9461.4650228053342 -1820.6425446794453 26221.822554154831 170303.10853040541 115235.47563085938 -7859.5248297773842 -49967.134242788467 47000.591172666813 61273.307440476194 -6214.0270965868185 70420.905709134619 -62870.291455581508 1202.6114610425261 -34562.742511432931 -90089.002627973416 -29005.502787341102 5677.7410315176667 3286.2341385481977 -4706.348513080261 132433.11423611111 -113715.91760506465 77116.122926136362 84803.193981481483 64068.192667410709 95358.469046971062 26491.143098974415
leaf_weight=2752001 1214233 3431 337 88 2560 60616 88 37 25 289 65 185 21 6349 26 97 7452 41 67 59 934 11888 11989 36 29 110 27 35 183 506
leaf_count=2752001 1214233 3431 337 88 2560 60616 88 37 25 289 65 185 21 6349 26 97 7452 41 67 59 934 11888 11989 36 29 110 27 35 183 506
internal_value=0 -19.8062 -676.558 -886.683 -554.892 -826.263 -715.017 68869.9 -5428.98 12552.9 32482.7 24848.7 -22803.8 -7046.36 -41139.7 -24935.5 -807.618 6177.18 1035.56 4752.43 20479.7 -368.428 -3902.68 27791.8 13735.5 29200.3 -11658.1 -37191.9 38962.3 44782.5
internal_weight=0 2.85957e+06 107570 104139 97050 94490 94056 125 7089 585 296 271 86 6504 155 434 93931 67 33315 9134 1682 24181 12293 304 268 239 129 102 748 689
internal_count=4073804 2859571 107570 104139 97050 94490 94056 125 7089 585 296 271 86 6504 155 434 93931 67 33315 9134 1682 24181 12293 304 268 239 129 102 748 689
is_linear=0
shrinkage=0.1


Tree=4650
num_leaves=31
num_cat=0
split_feature=2 5 6 0 3 0 3 4 6 0 1 0 1 0 6 3 6 4 1 1 1 4 5 0 0 1 0 0 4 1
split_gain=3.58578e+11 5.65383e+12 1.77724e+13 2.17976e+13 2.76558e+13 2.25965e+13 1.90529e+13 3.78209e+13 1.81309e+13 3.76429e+13 3.88826e+13 6.79022e+13 6.89197e+13 6.09618e+13 6.00626e+13 3.94403e+13 3.91168e+13 2.97598e+13 2.69543e+13 2.68231e+13 3.40146e+13 2.48848e+13 7.37367e+13 3.941e+13 3.38596e+13 5.70176e+13 9.29302e+13 6.08298e+13 6.99956e+13 4.67453e+13
threshold=36.000000000000007 2.5000000000000004 48.945000000000007 55.753967500000009 4.5000000000000009 55.812023600000011 3.5000000000000004 7.5000000000000009 67.91500000000002 55.866549750000011 37.71815560000001 55.633951400000008 37.702956500000006 55.622114900000007 49.895000000000003 1.5000000000000002 56.010000000000012 27.500000000000004 37.488790500000007 37.682335600000009 37.563506350000004 8.5000000000000018 3.5000000000000004 55.667390500000003 55.721784200000009 37.649344350000007 55.676890650000011 55.660117850000006 11.500000000000002 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 10 11 13 14 16 -13 -12 -4 21 -19 20 -18 22 23 -16 25 26 27 29 -29 -23
right_child=-2 2 8 4 -6 -7 7 -9 -10 -11 15 12 -14 -15 17 -17 19 18 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=131.301352892719 8.2196430098644395 -36819.692904575895 23442.918926810838 195709.58003906251 7064.3784505208332 60211.654411315918 150217.65838913689 -3313.6758947035846 -6.7249029219037642 8138.426893744032 31844.463351814702 -102969.60402728873 -57323.38009060052 36645.289452628051 44157.913468161969 -428.05095469544506 382.19707405046665 112963.59765625 11625.469504494864 29146.330908731001 -25078.578136101642 -12246.981863138557 -175963.81868489584 -4270.4878567259339 -9530.1745685007063 12966.703719701523 -64545.933701788308 -21364.404229776748 78942.532305293134 -69450.215178637227
leaf_weight=224790 3783399 70 500 20 48 32 21 68 47514 2319 424 71 341 479 186 3543 1223 32 146 185 919 438 24 1740 3866 312 602 151 129 212
leaf_count=224790 3783399 70 500 20 48 32 21 68 47514 2319 424 71 341 479 186 3543 1223 32 146 185 919 438 24 1740 3866 312 602 151 129 212
internal_value=0 -107.086 -923.774 25219.8 61800.5 112326 2212.97 32912.8 -1027.38 -3745.42 -5520.76 -8453.12 -13305.6 3656.03 -11407.7 3021.29 -1933.59 -10578.3 29843.6 -7386.21 -10541.5 -11517.6 -1764.31 406.398 -14848.5 -25998.4 -33933.9 -14118.3 24848.4 -30904
internal_weight=0 290405 65615 259 100 52 159 89 65356 17842 15523 11556 8250 3306 7909 3967 2827 7838 178 2327 2142 7660 1950 1926 5710 1844 1532 930 280 650
internal_count=4073804 290405 65615 259 100 52 159 89 65356 17842 15523 11556 8250 3306 7909 3967 2827 7838 178 2327 2142 7660 1950 1926 5710 1844 1532 930 280 650
is_linear=0
shrinkage=0.1


Tree=4651
num_leaves=31
num_cat=0
split_feature=6 1 7 0 4 3 4 1 3 6 4 0 0 0 1 0 1 1 6 0 3 1 3 6 6 0 6 3 4 0
split_gain=3.2384e+11 1.97569e+12 1.28934e+13 1.3604e+13 3.5864e+13 2.23566e+13 1.67393e+13 3.9608e+13 4.81796e+13 1.65156e+13 1.62716e+13 2.25906e+13 4.59778e+13 6.43224e+13 1.76011e+13 2.14117e+13 1.65051e+13 2.50595e+13 2.4023e+13 2.17581e+13 3.80642e+13 4.34409e+13 4.04438e+13 4.25592e+13 7.48377e+13 6.23433e+13 3.414e+13 3.32005e+13 2.97889e+13 5.84453e+13
threshold=87.395000000000024 82.911604200000014 6.0000000000000009 55.017684700000011 7.5000000000000009 17.500000000000004 6.5000000000000009 82.941727000000014 3.5000000000000004 114.05000000000001 21.500000000000004 55.043091000000011 55.050541250000002 55.055052800000006 82.93515810000001 55.061158000000006 82.966990000000024 82.973036600000015 88.825000000000003 55.029726000000004 12.500000000000002 82.941727000000014 5.5000000000000009 106.49500000000002 102.04000000000001 55.046782850000007 134.05000000000004 7.5000000000000009 16.500000000000004 55.02095400000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 16 -12 -13 -14 -15 -16 18 -18 -6 28 22 26 -21 24 -24 -26 -22 -25 -20 -30
right_child=1 2 -4 4 10 9 -8 -9 -10 -11 11 12 13 14 15 -17 17 -19 19 20 21 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=7.0683561372063952 -224.60934893502542 19909.50339322917 -3153.3454172807633 -4812.9546631376079 -43169.948909945102 122782.89225000002 -3529.3206271123636 2759.1938656418374 164905.50250946972 13540.799029737904 5900.507260063212 -73279.018853305781 172004.82164062501 -51731.098655523259 65820.602622767852 -11648.508370005933 -31261.914672080591 6040.2308465041788 13086.883368691175 34761.793144094503 139744.43907752406 2627.4985726134419 10047.112866689022 -29424.755895099883 49582.975630159199 229982.56173339847 28764.853561046511 14578.019280502271 82093.460306490393 -31262.35103662244
leaf_weight=3832905 208869 75 7063 3433 74 25 8276 3625 33 31 1134 121 20 86 42 237 190 3455 1560 777 78 73 383 395 53 30 43 303 52 363
leaf_count=3832905 208869 75 7063 3433 74 25 8276 3625 33 31 1134 121 20 86 42 237 190 3455 1560 777 78 73 383 395 53 30 43 303 52 363
internal_value=0 -112.464 618.844 1685.97 3943.25 -727.903 -1021.86 4537.15 64213.8 62309.6 7117.82 -1939.39 -19509.4 -2610.41 -12178.4 13.5083 9015.11 4095.81 13300.7 14317.4 21315.4 63550.3 17094.1 5300.5 28702.6 114788 100305 -10323.3 6752.49 -17058.7
internal_weight=0 240899 32030 24967 12902 12065 12009 3733 108 56 9469 1640 506 385 365 279 7829 3645 4184 4110 2135 194 1941 1164 466 83 121 698 1975 415
internal_count=4073804 240899 32030 24967 12902 12065 12009 3733 108 56 9469 1640 506 385 365 279 7829 3645 4184 4110 2135 194 1941 1164 466 83 121 698 1975 415
is_linear=0
shrinkage=0.1


Tree=4652
num_leaves=31
num_cat=0
split_feature=6 5 7 4 3 4 3 3 6 0 4 0 0 0 0 0 0 0 0 6 2 4 0 6 0 3 1 6 1 0
split_gain=3.54105e+11 3.03583e+12 7.48332e+12 7.57238e+12 9.52927e+12 8.43627e+12 7.53362e+12 2.34998e+13 4.1537e+13 5.03528e+13 2.58906e+13 2.90906e+13 2.70287e+13 2.218e+13 2.13765e+13 2.0038e+13 2.54898e+13 2.25001e+13 2.20386e+13 1.96206e+13 3.84485e+13 1.7928e+13 1.73268e+13 1.72181e+13 1.67042e+13 3.84543e+13 6.58381e+13 6.94833e+13 3.64576e+13 4.03484e+13
threshold=118.04500000000002 3.5000000000000004 6.0000000000000009 34.500000000000007 19.500000000000004 28.500000000000004 9.5000000000000018 8.5000000000000018 168.45000000000002 47.234875100000004 10.500000000000002 55.812023600000011 55.050541250000002 44.249882500000005 56.83050475000001 45.063245050000006 45.022979600000006 50.596941950000009 53.244414800000008 122.65000000000002 3658.0000000000005 16.500000000000004 43.472751400000007 125.02000000000002 55.676890650000011 7.5000000000000009 38.965413050000002 168.45000000000002 39.723160900000003 45.053967500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 10 -10 11 12 15 -12 -15 16 22 -17 -19 20 -13 -16 -9 -21 25 -2 -27 28 29 -28
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 13 19 -14 14 21 17 -18 18 -20 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.4208666838674398 -875.14523011680672 456.41751587285438 2526.049283342134 86411.642285156253 10534.976091257733 -53309.589697265626 1641.0285754956262 -66262.705798760784 153428.11510416667 -3195.2324338942308 -120945.54440524195 -16036.356875000001 -84880.739843750009 -24084.216671760696 -113504.87290219907 97870.98159555289 -110863.4804054054 -56830.268118351072 35665.529468201756 -52229.793629807697 177698.24274553571 -11078.381015625 35803.626662660259 23204.300115740742 -5844.7092672607187 -34300.58001163564 46503.808103813557 -100648.11943989416 36908.71940707368 166718.63838443396
leaf_weight=4019687 8128 28484 4778 20 96 32 4607 29 30 65 31 20 64 393 54 26 37 47 57 39 21 25 39 135 6263 141 59 31 313 53
leaf_count=4019687 8128 28484 4778 20 96 32 4607 29 30 65 31 20 64 393 54 26 37 47 57 39 21 25 39 135 6263 141 59 31 313 53
internal_value=0 -254.094 -1043.63 -1861.47 23617.2 -2003.98 -1924.69 -2945.02 -16971.2 46264.8 -22878.2 -7094.32 -27267.7 -39007.2 -33625.7 -11577.3 -44068.8 14665.8 -6135.46 20960.7 83193.6 -81091.4 -7724.66 6296.66 -1904.38 924.079 25420 43886.3 54428.8 103391
internal_weight=0 54117 25633 20855 116 20739 20707 16100 1112 95 1017 514 299 503 472 235 105 130 104 215 41 79 68 174 14988 8725 597 456 425 112
internal_count=4073804 54117 25633 20855 116 20739 20707 16100 1112 95 1017 514 299 503 472 235 105 130 104 215 41 79 68 174 14988 8725 597 456 425 112
is_linear=0
shrinkage=0.1


Tree=4653
num_leaves=31
num_cat=0
split_feature=0 6 6 2 1 0 0 4 0 4 6 4 4 3 1 0 7 4 0 4 6 0 4 3 4 4 1 0 7 4
split_gain=3.50839e+11 2.80653e+12 5.83514e+12 5.97777e+12 1.40058e+13 1.69659e+13 1.42681e+13 1.68212e+13 1.83576e+13 2.54523e+13 3.37803e+13 1.77322e+13 2.55298e+13 1.71848e+13 1.4384e+13 1.32913e+13 1.74765e+13 2.42426e+13 4.77649e+13 1.29612e+13 3.51476e+13 3.03778e+13 2.16266e+13 2.02166e+13 1.7003e+13 2.95768e+13 1.49779e+13 1.25602e+13 1.07701e+13 1.04473e+13
threshold=56.067362750000008 36.405000000000008 35.305000000000007 3338.0000000000005 30.370944000000005 59.825842200000004 59.939085000000013 12.500000000000002 59.933037250000005 9.5000000000000018 36.005000000000003 10.500000000000002 11.500000000000002 4.5000000000000009 30.226173900000003 60.028671700000011 6.0000000000000009 5.5000000000000009 59.950512650000007 17.500000000000004 35.995000000000012 59.963561900000009 13.500000000000002 5.5000000000000009 18.500000000000004 23.500000000000004 30.303340300000002 59.91832440000001 6.0000000000000009 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 4 6 -6 7 8 -4 10 13 -11 -13 -10 -8 16 17 18 -16 21 -21 -18 26 -22 -25 -26 -23 -9 -29 -27
right_child=1 -3 3 -5 5 -7 14 27 9 11 -12 12 -14 -15 15 -17 19 -19 -20 20 23 22 -24 24 25 29 -28 28 -30 -31
leaf_value=-18.015056734363057 -50.709485037503867 128.2641617157654 -6673.9494498179165 130.12340979526329 -2289.2063355032801 -10382.985933751072 -5484.6480692112709 -2215.1915876054986 -176978.31274739583 30987.461475481308 25615.904218750002 -129472.65077718098 -15996.380785704496 -63450.47265625 181952.17845982144 1540.9765036648992 -26467.7214706206 -6647.5674753765388 7455.0860131048394 -5603.3693180495047 11569.403231026787 -13124.512192049893 -11661.019658387384 140835.99157714844 6556.9586126512095 113997.7733405036 49981.371666867766 -30415.906967163086 19144.160200401173 44039.097031250007
leaf_weight=2958794 193383 886903 1255 14080 9032 3631 987 1927 30 56 20 24 114 24 21 1444 142 513 62 130 70 44 106 32 62 74 259 48 507 30
leaf_count=2958794 193383 886903 1255 14080 9032 3631 987 1927 30 56 20 24 114 24 21 1444 142 513 62 130 70 44 106 32 62 74 259 48 507 30
internal_value=0 47.8048 -265.029 -1458.61 -2542.18 -4610.02 738.745 -3474.12 -11747.4 -35505.5 -85403.3 -16472.3 -35731.4 -126521 4982.33 8438.64 14885.4 1464.78 51605 23313.9 37064.6 13381.5 27216.7 57761.8 74092.4 61226.1 40817.5 1602.52 14857.9 93817.4
internal_weight=0 1.11501e+06 228107 34724 20644 12663 7981 4005 1523 268 74 194 138 54 3976 2989 1545 596 83 949 398 551 409 268 198 166 303 2482 555 104
internal_count=4073804 1115010 228107 34724 20644 12663 7981 4005 1523 268 74 194 138 54 3976 2989 1545 596 83 949 398 551 409 268 198 166 303 2482 555 104
is_linear=0
shrinkage=0.1


Tree=4654
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 4 6 6 0 6 6 6 3 0 0 7 6 0 3 3 3 4 0 0 4 6 7 3 4 0
split_gain=3.16471e+11 2.53115e+12 3.3313e+13 1.06331e+13 1.00463e+13 9.89081e+12 1.28865e+13 1.29764e+13 1.84646e+13 1.41163e+13 1.26161e+13 1.46971e+13 1.8441e+13 1.65398e+13 4.31549e+13 1.00265e+13 1.43732e+13 1.33687e+13 1.18327e+13 9.19832e+12 1.39069e+13 2.71887e+13 1.97505e+13 5.71138e+13 1.38372e+13 1.00404e+13 4.32478e+13 9.59385e+12 2.19844e+13 1.45179e+13
threshold=39.305000000000007 37.600779750000008 37.586700500000006 55.910578700000009 55.520061350000013 34.500000000000007 36.280000000000008 35.705000000000005 55.812023600000011 34.905000000000008 33.305000000000007 34.010000000000012 10.500000000000002 55.783232450000007 55.728148450000006 6.0000000000000009 35.010000000000012 55.667390500000003 5.5000000000000009 11.500000000000002 5.5000000000000009 12.500000000000002 55.759969450000007 55.791814000000009 16.500000000000004 36.605000000000011 6.0000000000000009 2.5000000000000004 11.500000000000002 55.676890650000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 13 -13 14 -12 17 -17 -11 -19 20 25 22 -22 -24 -23 26 -8 -27 29 -29
right_child=-2 -3 3 -5 5 -7 19 8 -10 15 11 12 -14 -15 -16 16 -18 18 -20 -21 21 24 23 -25 -26 27 -28 28 -30 -31
leaf_value=185.85424874640691 -16.34731019769421 -30.885301731366418 -16292.217471976903 -36225.414033203124 10277.634955788109 -35397.984496527781 164549.50096726191 -25633.113732318627 38481.34488351005 -11867.678711504255 -19052.290052664623 -5228.6716350596444 91514.82871875001 51643.021413352275 -161686.23600000003 100193.33412162162 30164.472566212324 83749.544404560816 5288.1104882812506 8017.8654777397551 41791.037325345555 -2067.0226073722529 248747.4478071733 27825.888531250002 40206.443542246845 -6982.6191188905304 -26792.873187934027 26513.317187500001 8074.0849151939474 144233.20692471592
leaf_weight=206864 3031103 831999 138 50 1273 45 21 227 56 105 140 93 25 22 25 37 141 37 40 472 52 123 22 25 209 205 27 20 186 22
leaf_count=206864 3031103 831999 138 50 1273 45 21 227 56 105 140 93 25 22 25 37 141 37 40 472 52 123 22 25 209 205 27 20 186 22
internal_value=0 47.5212 357.125 9588.42 10193.1 11194.5 11776.1 7056.48 -12946.2 9977.4 5900.95 -12366.3 15267.8 -29803.9 -40663.5 27845.8 44721 11341.5 42990.4 19350 25214.9 38260.2 84254.8 131236 24544.9 13525.7 56919.4 8715.33 22829.7 88176.1
internal_weight=0 1.0427e+06 210702 3838 3788 3650 3605 2221 283 1938 1578 305 118 187 165 360 178 182 77 1384 912 431 99 47 332 481 48 433 228 42
internal_count=4073804 1042701 210702 3838 3788 3650 3605 2221 283 1938 1578 305 118 187 165 360 178 182 77 1384 912 431 99 47 332 481 48 433 228 42
is_linear=0
shrinkage=0.1


Tree=4655
num_leaves=31
num_cat=0
split_feature=2 3 1 1 0 0 6 6 5 4 1 1 0 6 4 4 1 7 0 6 1 0 1 6 6 0 4 1 6 6
split_gain=3.40162e+11 5.63995e+12 2.56305e+13 2.2463e+13 2.50528e+13 3.16776e+13 2.25851e+13 3.03354e+13 2.19418e+13 2.53749e+13 3.35673e+13 3.3947e+13 3.61578e+13 4.40962e+13 2.91514e+13 2.98571e+13 3.46583e+13 4.96137e+13 4.08859e+13 3.26142e+13 3.01414e+13 4.10723e+13 2.97261e+13 2.85732e+13 6.64212e+13 6.91236e+13 4.92466e+13 2.73987e+13 3.53556e+13 5.55635e+13
threshold=36.000000000000007 1.5000000000000002 37.873748150000004 37.343102500000008 55.972700350000004 55.60524465000001 43.405000000000008 43.205000000000005 2.5000000000000004 11.500000000000002 37.755233900000007 37.780517050000007 55.649510000000014 74.615000000000009 2.5000000000000004 4.5000000000000009 37.563506350000004 6.0000000000000009 55.806294650000005 58.995000000000012 37.543519500000009 55.60524465000001 37.563506350000004 56.505000000000003 55.805000000000007 55.81943720000001 8.5000000000000018 37.649344350000007 81.705000000000013 96.050000000000011
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 -1 7 -5 -8 14 27 12 -12 -14 22 -16 18 23 19 -17 21 -21 -10 24 26 -26 -18 -11 -29 -30
right_child=-2 -3 -4 6 -6 -7 8 -9 9 10 11 -13 13 -15 15 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=8820.1286448560422 8.0057809236448332 4.2623846183057781 -76434.699881114138 1135.7349512845028 -19546.417752359426 52959.809230120307 -10480.259038450909 70324.021936035162 4520.7718125000001 -11247.013630660713 26648.792187500003 -9559.4211891351752 -22782.089204545457 -169001.04624822445 50466.712922219675 -36031.086459237558 -29774.347972552543 -104931.39821059283 -48872.768124797491 -24696.113675742574 -42986.884870256705 51086.36442482462 -153006.51161684783 9575.1363257374305 58122.793721064823 256583.59818960336 65115.120759998186 9016.9307274351722 227688.53197265626 -5207.5905505952387
leaf_weight=687 3783399 273790 46 6438 204 213 4851 64 25 1177 23 129 33 55 153 162 113 34 217 101 70 245 23 1043 54 26 106 282 20 21
leaf_count=687 3783399 273790 46 6438 204 213 4851 64 25 1177 23 129 33 55 153 162 113 34 217 101 70 245 23 1043 54 26 106 282 20 21
internal_value=0 -104.299 -1893.23 -1686.29 12094.6 19266.5 -2670.06 1816.76 -5924.92 -550.908 -9722.79 -44446.3 -84990.5 -114169 6177.2 7770.42 4761.42 14365.3 -11861.2 2034.14 16857.6 28964.9 -70961.1 17387.8 44640.5 122623 16153.9 -4167.03 21632.2 108400
internal_weight=0 290405 16615 16569 1104 900 15465 6502 8963 4112 1740 240 111 88 2372 2324 2171 1376 795 578 416 346 48 1342 299 80 219 1500 323 41
internal_count=4073804 290405 16615 16569 1104 900 15465 6502 8963 4112 1740 240 111 88 2372 2324 2171 1376 795 578 416 346 48 1342 299 80 219 1500 323 41
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=31
num_cat=0
split_feature=4 0 0 0 6 6 3 6 0 1 0 6 1 1 0 6 0 0 6 1 1 0 1 0 0 1 0 6 0 6
split_gain=3.10895e+11 1.62012e+12 8.68563e+12 5.7975e+12 5.16159e+12 9.95327e+12 8.60431e+12 4.71992e+12 4.09643e+12 4.59237e+12 4.57231e+12 6.41894e+12 5.67377e+12 4.06636e+12 4.05137e+12 3.99881e+12 3.95109e+12 1.153e+13 1.01921e+13 9.76411e+12 1.55223e+13 9.0976e+12 8.90712e+12 7.83789e+12 6.91092e+12 9.34039e+12 8.29261e+12 6.63562e+12 1.8258e+13 1.87054e+13
threshold=2.5000000000000004 57.634352600000007 58.010305850000002 57.174562350000009 106.49500000000002 83.010000000000005 1.5000000000000002 79.710000000000022 56.904718250000009 39.231261550000006 56.872182500000008 84.00500000000001 60.620042600000012 65.64204770000002 57.14107305000001 96.050000000000011 59.933037250000005 59.905532300000012 51.405000000000008 30.509101000000005 30.303340300000002 59.939085000000013 30.624707450000006 59.898927250000007 59.963561900000009 30.277905650000005 60.01610465000001 82.905000000000015 61.78914120000001 108.05000000000001
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 4 8 5 7 -6 -3 10 -10 -1 12 -12 14 -11 -16 17 23 -19 20 24 -22 -21 -4 25 -18 -26 -24 29 -29
right_child=-2 2 16 -5 6 -7 -8 -9 9 13 11 -13 -14 -15 15 -17 19 18 -20 22 21 -23 27 -25 26 -27 -28 28 -30 -31
leaf_value=201.26903508084465 -4.6483835345976994 -6011.3564838473403 2432.3867173566155 4876.7909831467132 -14131.472851562501 -47653.628027343751 76495.244765625001 24406.879679987982 -33906.32414215686 -3074.3143272361076 18574.52316085263 -45282.055877130682 1109.3371175341038 11272.107571231618 -21343.935601434128 23437.49364346591 -11446.834801136363 6851.0010161528717 62061.075563524595 31983.00252699263 -92673.512364130438 -26441.76615817536 -708.29706960041165 -51655.131482159653 -42459.394000355118 79694.08505434783 -1520.9662445130261 86283.173822132463 -18064.150090967465 -3590.7987500000004
leaf_weight=94745 3961637 2683 3478 2688 22 57 20 52 51 1572 359 22 386 170 213 22 22 74 61 89 23 211 4381 27 55 23 493 55 73 40
leaf_count=94745 3961637 2683 3478 2688 22 57 20 52 51 1572 359 22 386 170 213 22 22 74 61 89 23 211 4381 27 55 23 493 55 73 40
internal_value=0 164.177 -936.986 295.345 -5771.54 -6294.97 29024.1 -5433.02 169.09 -4278.31 263.522 7953.39 9525.45 -3514.01 -4905.07 -17151.6 567.806 3120.29 31797.8 -1132.29 -11142.3 -32951.7 652.587 2015.74 -2536.2 35136.3 -5629.75 39.6153 19543.2 48441.5
internal_weight=0 112167 11939 100228 2834 2792 42 2735 97540 2028 95512 767 745 1977 1807 235 9105 3640 135 5465 827 234 4638 3505 593 45 548 4549 168 95
internal_count=4073804 112167 11939 100228 2834 2792 42 2735 97540 2028 95512 767 745 1977 1807 235 9105 3640 135 5465 827 234 4638 3505 593 45 548 4549 168 95
is_linear=0
shrinkage=0.1


Tree=4657
num_leaves=31
num_cat=0
split_feature=3 6 4 4 6 6 2 0 6 3 4 1 6 0 1 1 0 3 0 7 0 1 1 7 3 4 4 1 3 1
split_gain=3.05592e+11 2.48064e+12 5.12455e+12 2.07967e+13 7.74423e+12 8.01682e+12 7.25535e+12 1.41411e+13 9.47194e+12 7.67922e+12 7.65284e+12 8.45031e+12 6.98549e+12 1.069e+13 8.43883e+12 1.32272e+13 1.03839e+13 8.5427e+12 1.70028e+13 1.69648e+13 8.06208e+12 7.78351e+12 1.27418e+13 1.12362e+13 1.25576e+13 9.88716e+12 8.38226e+12 8.27491e+12 7.77641e+12 7.46762e+12
threshold=17.500000000000004 57.410000000000004 29.500000000000004 31.500000000000004 114.05000000000001 59.815000000000005 75.000000000000014 55.812023600000011 93.050000000000011 29.500000000000004 30.500000000000004 38.166910000000009 59.505000000000003 44.739668300000005 37.503969450000007 37.401708450000008 55.633951400000008 21.500000000000004 55.840017500000009 6.0000000000000009 55.390026600000006 37.586700500000006 37.563506350000004 6.0000000000000009 19.500000000000004 27.500000000000004 20.500000000000004 37.600779750000008 18.500000000000004 30.205407000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 9 10 -7 -8 -12 13 -3 15 16 20 18 19 -17 -15 22 23 24 -16 27 -25 -23 -22 -18
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 11 -13 -14 14 21 17 29 -19 -20 -21 28 25 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=5.2904965562447996 198.83919825047903 62017.531315104163 -16910.178270815497 -648.06274792598902 -30096.659455128207 24521.947940595433 -7797.2773617800549 86971.137385110298 39203.030263671877 -12353.888709077382 -26431.572207754631 37273.598894123454 -602.57208604348136 -11330.51533018868 29667.693085937499 -130053.65064338237 26358.773507312366 -10064.783037336483 8334.7771627987149 -38861.087001187196 -4551.081838553293 -31258.839863154572 64954.865198037791 79632.036875000005 -69663.428526785719 42881.94540591033 9944.2224066840281 -2753.1084113415382 59992.983677455355 -10828.937473562204
leaf_weight=3927269 86944 24 73 5566 39 545 272 34 80 63 27 91 47880 53 20 34 56 86 34 51 28 106 43 20 35 46 126 2592 56 1511
leaf_count=3927269 86944 24 73 5566 39 545 272 34 80 63 27 91 47880 53 20 34 56 86 34 51 28 106 43 20 35 46 126 2592 56 1511
internal_value=0 -141.79 -638.772 1947.2 13748.9 15191.9 17299.3 24210.6 7858.78 20700.9 1429.19 22697 -971.318 -4559.11 -4885.4 -10078.9 -7191.77 -34077.7 -51431.6 -75338.1 19209.2 -1567.31 15548.4 4978.84 -33543 -3089.26 19490.5 -3873.05 38478.3 -9499.96
internal_weight=0 146535 59591 6790 1224 1185 1112 642 470 608 390 118 52801 4921 4897 1909 1704 205 119 85 137 2988 244 201 55 2744 146 2698 84 1567
internal_count=4073804 146535 59591 6790 1224 1185 1112 642 470 608 390 118 52801 4921 4897 1909 1704 205 119 85 137 2988 244 201 55 2744 146 2698 84 1567
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=31
num_cat=0
split_feature=4 6 6 0 0 3 3 3 1 4 1 6 1 1 4 3 3 3 6 6 3 0 7 1 4 3 6 3 3 3
split_gain=3.26038e+11 3.07621e+12 5.95101e+12 5.93567e+12 5.91114e+12 7.15913e+12 6.13317e+12 1.57029e+13 1.09147e+13 1.26407e+13 1.15024e+13 1.49914e+13 1.11689e+13 1.10398e+13 1.05041e+13 8.98656e+12 8.02496e+12 6.74423e+12 9.94695e+12 5.59177e+12 1.26788e+13 9.63711e+12 1.21042e+13 1.14843e+13 9.54773e+12 9.11208e+12 6.39015e+12 5.1185e+12 4.9625e+12 4.70408e+12
threshold=28.500000000000004 56.805000000000007 53.705000000000005 55.462387050000011 55.568628050000008 30.500000000000004 10.500000000000002 12.500000000000002 37.475446350000006 30.500000000000004 37.780517050000007 54.010000000000012 37.425454150000007 37.543519500000009 32.500000000000007 6.5000000000000009 6.5000000000000009 11.500000000000002 55.405000000000008 57.995000000000012 18.500000000000004 55.667390500000003 6.0000000000000009 37.702956500000006 32.500000000000007 22.500000000000004 57.410000000000004 5.5000000000000009 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 2 -2 -4 5 -5 8 17 12 10 11 -10 27 -11 15 -15 -16 -8 -19 20 21 23 -23 -3 25 -22 -25 -6 -24 -9
right_child=1 19 3 4 6 -7 7 29 9 13 -12 -13 -14 14 16 -17 -18 18 -20 -21 24 22 28 26 -26 -27 -28 -29 -30 -31
leaf_value=2.5467871695470192 -603.23686221081778 32782.405422794123 25886.293674779823 -27431.701777581413 42343.63134765625 31129.70817764946 -23274.556029211959 -17897.901821088188 13900.569791666667 -14947.474216555478 2090.9682454427084 -80820.667776988645 78352.08481852214 17914.649023437501 40301.459244416888 102670.84977101294 -24270.325310496795 -127589.42455357144 -31371.032333096591 265.05309763056499 -23032.164302884616 86090.871906072454 -9593.6563569568443 -9042.0026069972828 -13830.130050733613 33876.698749806623 -86329.768808593755 -18350.416935961177 27472.384112312262 -1446.9737368718247
leaf_weight=4041054 15830 34 54 226 24 23 46 237 24 89 78 55 36 22 38 29 39 21 22 14335 39 33 42 23 287 101 20 33 258 652
leaf_count=4041054 15830 34 54 226 24 23 46 237 24 89 78 55 36 22 38 29 39 21 22 14335 39 33 42 23 287 101 20 33 258 652
internal_value=0 -314.25 -1214.66 -6751.73 -7792.14 -22022.4 -5340 -9841.92 4088 -3535.46 -25149.2 -52044.6 34745.8 12102.1 30910.1 66109.4 7596.27 -49889.6 -78361.4 728.946 8673.87 21234.1 28606.4 -10648.8 -3386.31 18023.5 -44989.8 7204.97 22283.1 -5832.65
internal_weight=0 32750 17578 1748 1694 249 1445 978 467 374 157 79 93 217 128 51 77 89 43 15172 837 410 333 77 427 140 43 57 300 889
internal_count=4073804 32750 17578 1748 1694 249 1445 978 467 374 157 79 93 217 128 51 77 89 43 15172 837 410 333 77 427 140 43 57 300 889
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=31
num_cat=0
split_feature=4 5 6 1 1 4 1 6 7 0 0 1 6 1 6 1 4 4 6 0 0 0 1 7 6 6 1 4 0 0
split_gain=3.08174e+11 4.51076e+12 1.33579e+13 2.16471e+13 1.86061e+13 1.68332e+13 3.04829e+13 2.68341e+13 1.63079e+13 1.94574e+13 3.38705e+13 1.5526e+13 1.52437e+13 1.53091e+13 2.10139e+13 1.48365e+13 1.41326e+13 1.50827e+13 2.64057e+13 4.19186e+13 1.71007e+13 1.86796e+13 2.60201e+13 1.37292e+13 1.30662e+13 1.7993e+13 1.50747e+13 3.19009e+13 2.27167e+13 3.62639e+13
threshold=14.500000000000002 1.5000000000000002 48.810000000000009 65.493200550000012 60.549354600000008 21.500000000000004 60.605526900000008 54.990000000000002 6.0000000000000009 56.904718250000009 56.83050475000001 49.195555600000006 51.015000000000008 60.605526900000008 50.995000000000012 61.273924650000005 19.500000000000004 17.500000000000004 59.815000000000005 53.20799465000001 55.753967500000009 56.685611200000004 52.380799750000001 6.0000000000000009 50.010000000000012 50.410000000000004 39.023883200000007 21.500000000000004 59.864072000000007 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -4 13 14 -7 -9 17 20 -19 -20 -13 22 -22 -16 26 -26 27 28 -3 -30
right_child=1 24 3 -5 5 12 7 15 9 -11 -12 16 -14 -15 23 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-17.922488833737731 -27.254238068085783 8609.7321916046985 -939.24975693759279 -6965.4380320538767 24108.694749063943 -14222.656154537202 18320.220494258851 -34077.310476542261 26994.667436079548 -3574.2018136160718 146740.77469745712 -953.93517122594335 9954.4375185890967 761.69153935491704 -110529.83348473837 3951.6001797053368 1350.2088605649681 -18071.52242867606 -185389.4099681713 -30763.57612597656 -28119.42427098201 -4178.4373119908523 -110503.61702958777 -10243.22828125 -8321.0991379313673 119.99507808928254 218.2919048887037 -842.61802027557883 -9853.4046745449268 11261.763821657416
leaf_weight=2859571 518031 11393 29379 6985 217 256 698 193 44 28 51 820 745 531 43 219 842 252 27 50 208 234 47 20 2536 596110 31005 9949 1895 1425
leaf_count=2859571 518031 11393 29379 6985 217 256 698 193 44 28 51 820 745 531 43 219 842 252 27 50 208 234 47 20 2536 596110 31005 9949 1895 1425
internal_value=0 42.2082 -166.147 -1883.79 -866.853 6601.29 14399.3 6374.77 40597.2 69686.7 91279.4 -1580.64 -487.858 -9640.22 -26955 -13862.9 -9178.76 -14591.1 -33731.7 -84983 -9780.36 -24581.3 -43304 -78692.8 220.505 84.2367 1685.94 3531.07 6488.58 -790.418
internal_weight=0 1.21423e+06 559920 41889 34904 3045 1450 1110 340 123 95 31859 1595 850 319 412 2480 1638 329 77 1309 489 255 63 654313 598646 55667 24662 14713 3320
internal_count=4073804 1214233 559920 41889 34904 3045 1450 1110 340 123 95 31859 1595 850 319 412 2480 1638 329 77 1309 489 255 63 654313 598646 55667 24662 14713 3320
is_linear=0
shrinkage=0.1


Tree=4660
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 4 1 6 6 1 3 2 6 1 6 6 6 6 4 1 6 0 6 5 0 6 1 0 1 3
split_gain=3.60671e+11 4.19343e+12 1.03994e+13 1.40216e+13 2.32391e+13 2.92499e+13 2.65811e+13 2.19348e+13 1.85947e+13 1.93754e+13 1.91729e+13 2.27649e+13 1.32328e+13 1.26092e+13 1.26038e+13 1.81484e+13 9.99538e+12 1.55886e+13 9.8958e+12 9.89321e+12 2.58664e+13 1.11757e+13 9.8927e+12 1.57707e+13 3.86681e+13 5.72442e+13 2.89143e+13 2.84888e+13 3.7395e+13 2.32666e+13
threshold=39.652459050000012 39.735861600000007 3.5000000000000004 86.920000000000016 103.03500000000001 2.5000000000000004 39.689978950000004 110.01500000000001 67.91500000000002 39.723160900000003 1.5000000000000002 3191.5000000000005 95.045000000000016 39.712886600000012 72.50500000000001 77.565000000000012 90.045000000000016 99.050000000000011 1.5000000000000002 39.712886600000012 120.05000000000001 47.222459950000008 45.605000000000011 2.5000000000000004 44.249882500000005 55.015000000000008 39.723160900000003 44.249882500000005 39.723160900000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 -8 22 10 18 14 -5 -14 -12 -16 -7 -18 -10 -9 -21 -22 -2 24 25 -24 29 28 -25 -27
right_child=1 -3 -4 4 6 16 7 19 9 -11 11 -13 13 -15 15 -17 17 -19 -20 20 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-34.970385770651738 -5186.2469927929742 -2.0865380962680287 972.65084532350829 -47801.306820101352 -87747.31341911765 122149.30388257577 -55609.511941964287 72716.045385044636 -45507.932286818483 12208.083359297496 -136459.5189400338 -28009.969911662585 -20972.967968750003 91317.861987304699 -2587.1977463942312 -127576.21019345238 15701.7248285061 111500.8557112069 8686.7987165178565 88185.387011718762 -52130.706534090918 21902.492485608556 3323.0579767400568 -18238.778055037314 -513.39645009847175 26302.623466435187 -2124.7808854166665 -821.14668269081722 -154165.81109913794 132009.95660628434
leaf_weight=1710743 4380 2267123 88594 37 34 33 42 35 47 126 37 153 20 20 26 21 41 29 119 32 44 38 198 67 958 27 30 630 29 91
leaf_count=1710743 4380 2267123 88594 37 34 33 42 35 47 126 37 153 20 20 26 21 41 29 119 32 44 38 198 67 958 27 30 630 29 91
internal_value=0 25.3169 672.891 -2943.25 15143.2 41924.8 -6282.09 8219.57 -3998.88 -22018.6 -32719.7 -50974.2 -4698.06 35172.4 -92802 -58433.4 76778.9 55389.9 -6657.49 26211.7 11934 -17822.6 -2511.77 3258.79 9835.48 38489.3 85536 -8553.9 -59300.1 107823
internal_weight=0 2.36306e+06 95938 7344 405 180 225 191 6939 529 403 237 77 40 84 47 103 70 166 149 114 82 6410 2030 1304 346 148 726 96 118
internal_count=4073804 2363061 95938 7344 405 180 225 191 6939 529 403 237 77 40 84 47 103 70 166 149 114 82 6410 2030 1304 346 148 726 96 118
is_linear=0
shrinkage=0.1


Tree=4661
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 4 7 1 6 4 1 7 6 6 1 7 4 3 6 6 6 6 7 5 6 4 6 1 4 4
split_gain=3.64028e+11 1.28343e+13 4.65066e+13 2.12717e+13 1.82679e+13 2.998e+13 3.51361e+13 3.00373e+13 2.77779e+13 1.98383e+13 4.51432e+13 2.84829e+13 2.49662e+13 2.25782e+13 4.48891e+13 1.94616e+13 1.55923e+13 1.3774e+13 3.50109e+13 1.43696e+13 1.60232e+13 1.9294e+13 1.3644e+13 1.2934e+13 1.27615e+13 1.33248e+13 1.19679e+13 1.29184e+13 5.50524e+13 4.74607e+13
threshold=51.659529100000007 51.707269950000004 39.135518400000002 5325.0000000000009 21.500000000000004 24.500000000000004 6.0000000000000009 39.178027400000005 65.805000000000021 16.500000000000004 39.231261550000006 6.0000000000000009 76.605000000000004 80.720000000000013 39.178027400000005 6.0000000000000009 24.500000000000004 8.5000000000000018 91.02500000000002 93.050000000000011 156.15000000000003 116.05000000000001 6.0000000000000009 1.5000000000000002 86.920000000000016 15.500000000000002 134.05000000000004 39.178027400000005 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 2 16 4 9 6 8 15 -6 26 12 -12 -11 -14 -15 -7 24 18 -16 23 21 -21 -9 -19 -2 -26 27 29 -29 -4
right_child=1 -3 3 -5 5 7 -8 22 -10 10 11 -13 13 14 17 -17 -18 19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-57.922055322074726 -5533.1926469457576 1.4090891455225336 -10245.822695423301 -32641.726667901403 43734.885937500003 1214.659878218524 17568.130888967804 11994.429840543378 174618.76585477943 -3600.8081200145302 11525.691836708471 -60148.301372427588 36902.968061313055 -62938.2236328125 -86151.066992187509 23513.334966742914 -40070.865493917787 113620.12544869087 77723.766974431826 31913.845470861488 85395.176784446026 -81805.911937500001 -27135.402833499767 24425.434412042028 -4331.0029123734457 -77007.190534855778 -41763.2176875 12355.529804158548 -30939.911442839792 25593.093448370855
leaf_weight=856830 2657 3201206 1289 145 31 579 99 134 34 2292 76 205 330 84 32 1208 149 37 22 37 22 25 266 29 49 52 50 5005 312 518
leaf_count=856830 2657 3201206 1289 145 31 579 99 134 34 2292 76 205 330 84 32 1208 149 37 22 37 22 25 266 29 49 52 50 5005 312 518
internal_value=0 15.4273 2861.4 5443.39 5877.67 13836.1 55073.6 10743.8 112197 4072.53 -2487.18 -40763.2 1208.88 19046.8 -1413.48 16288.4 -8561.69 23920.2 -19387.2 39510.9 12075.7 -13940.9 -14026.9 74428.5 -6859.42 -41748.4 6990.29 7332.47 9814.97 27.8677
internal_weight=0 3.21697e+06 15768 12861 12716 2351 164 2187 65 10365 3191 281 2910 618 288 1787 2907 204 54 150 84 62 400 66 2758 101 7174 7124 5317 1807
internal_count=4073804 3216974 15768 12861 12716 2351 164 2187 65 10365 3191 281 2910 618 288 1787 2907 204 54 150 84 62 400 66 2758 101 7174 7124 5317 1807
is_linear=0
shrinkage=0.1


Tree=4662
num_leaves=31
num_cat=0
split_feature=1 1 6 5 4 6 0 5 4 3 6 0 0 4 3 3 1 4 6 1 4 5 6 0 4 4 0 4 0 4
split_gain=3.21217e+11 4.14051e+12 1.37308e+13 1.72741e+13 1.6788e+13 1.42643e+13 3.23918e+13 1.40492e+13 1.35913e+13 3.4588e+13 5.24537e+13 1.21189e+13 1.20117e+13 2.59993e+13 1.24043e+13 1.17921e+13 1.79499e+13 1.42637e+13 1.03441e+13 1.02627e+13 9.89174e+12 9.7791e+12 9.47258e+12 8.49963e+12 1.09713e+13 9.97959e+12 8.07373e+12 9.50873e+12 8.67734e+12 1.17138e+13
threshold=63.728898350000001 61.381045500000006 66.990000000000023 3.5000000000000004 19.500000000000004 122.65000000000002 55.183288250000011 2.5000000000000004 16.500000000000004 5.5000000000000009 99.050000000000011 55.145978450000008 55.173955500000005 14.500000000000002 8.5000000000000018 2.5000000000000004 61.400814300000008 8.5000000000000018 118.04500000000002 61.400814300000008 23.500000000000004 2.5000000000000004 138.05000000000004 55.183288250000011 2.5000000000000004 15.500000000000002 55.183288250000011 14.500000000000002 55.214863500000007 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 8 7 18 12 23 26 10 -10 19 14 22 15 -7 17 -17 -5 -11 -13 -6 -14 25 -25 -3 -4 28 29 -28
right_child=-2 2 3 5 21 6 -8 -9 9 11 -12 20 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.4283578084121259 47.355559878761596 -31.740835723081702 -5629.4551434773648 6284.6159567186687 -15843.342083523597 -64600.264106020717 -83727.494862583713 4134.1895717459329 25615.774985566532 -7625.747817887931 197446.52796875002 8573.1457469556171 35669.553218749999 122368.10005838145 -45172.580666599031 5050.125651041667 -10230.388601631032 111003.23821614584 46678.327284564395 -91754.779566271565 -26751.63260724103 -76949.781724330358 -53254.804551630434 6092.4772876334655 -3379.726864612152 9838.9941286656376 -38219.271230448983 -50806.195618990387 -6624.519138581808 -11200.68733824351
leaf_weight=2951380 1059757 28829 5115 1607 405 23 56 7038 159 29 20 298 25 23 77 24 114 27 66 29 108 28 23 1338 14203 1062 247 65 1171 458
leaf_count=2951380 1059757 28829 5115 1607 405 23 56 7038 159 29 20 298 25 23 77 24 114 27 66 29 108 28 23 1338 14203 1062 247 65 1171 458
internal_value=0 -16.6505 -821 -4266.52 -185.08 3855.05 -13315 -23.2541 -6444.87 7473.44 44814.7 -6931.93 -1579.54 34948.5 -11366.3 2479.89 11830.5 61142.9 7878.15 -49690.3 -823.593 -19794.8 -6940.03 -667.296 -2564.22 318.957 -7713.22 -13204.4 -11901.6 -20666.8
internal_weight=0 3.01405e+06 62667 9764 52903 2065 392 52470 7699 643 179 464 336 71 265 188 165 51 1673 58 406 433 48 45432 15541 29891 7056 1941 1876 705
internal_count=4073804 3014047 62667 9764 52903 2065 392 52470 7699 643 179 464 336 71 265 188 165 51 1673 58 406 433 48 45432 15541 29891 7056 1941 1876 705
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=31
num_cat=0
split_feature=0 0 1 1 7 1 0 4 0 4 4 4 6 3 0 1 6 4 6 4 4 6 1 1 6 6 4 1 1 0
split_gain=3.20353e+11 2.51753e+12 1.11898e+13 1.13413e+13 1.80298e+13 2.24097e+13 1.88254e+13 3.80948e+13 4.40814e+13 5.9518e+13 4.27565e+13 8.27479e+13 3.50367e+13 3.45941e+13 3.71632e+13 3.26161e+13 3.1916e+13 2.73274e+13 2.31582e+13 2.99587e+13 2.02979e+13 2.3428e+13 1.81572e+13 3.06668e+13 1.71133e+13 1.67865e+13 1.6658e+13 1.65355e+13 2.91774e+13 2.45351e+13
threshold=56.067362750000008 56.385857200000011 34.382014200000008 47.386825600000002 6.0000000000000009 36.049731800000011 56.309668500000008 6.5000000000000009 56.342669500000007 5.5000000000000009 17.500000000000004 18.500000000000004 81.705000000000013 3.5000000000000004 56.324067350000007 43.997056950000008 81.02500000000002 13.500000000000002 71.715000000000018 9.5000000000000018 16.500000000000004 58.755000000000003 37.804148700000006 37.517483500000004 128.05000000000004 75.605000000000004 12.500000000000002 37.503969450000007 37.131181300000009 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 27 -6 22 8 9 -8 15 -12 -10 -11 25 26 18 -18 20 -20 21 -17 23 -7 -5 -15 -9 28 -4 -30
right_child=1 -3 3 24 5 6 7 10 12 13 11 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-17.214575868429584 -10211.059112635316 -18.016179519896546 -195.61209571651852 -1140.6286511677908 63047.704382093907 3002.7208232186731 -7981.735769639512 -3762.2551787142133 -9979.508131547409 29592.124388671877 68676.184274553569 -5229.3838593178616 -141220.01490319296 100420.60540865385 167555.11287499999 -29810.916638114431 -54532.776468750002 -167461.05018229166 128553.59820498513 -21739.243438042537 12951.386567993164 -85525.337111409521 -1580.6006648717057 36497.961204878105 -41581.243093843012 4288.3521771599262 -20007.944724822974 1684.6203994164612 -5635.0064695907977 -31317.210207305227
leaf_weight=2958794 988 945167 8385 30508 53 1547 221 1323 176 150 175 1128 23 39 50 353 75 30 21 36 80 96 13301 332 105 34 1207 107792 1034 581
leaf_count=2958794 988 945167 8385 30508 53 1547 221 1323 176 150 175 1128 23 39 50 353 75 30 21 36 80 96 13301 332 105 34 1207 107792 1034 581
internal_value=0 45.6807 400.15 462.238 847.901 -1892.96 -2061.7 -7243.91 14589.3 30596.8 -10588.4 4696.54 -25148 61827 101138 -16771.6 -36026.6 -86798 -26929.3 33631.8 -33454.8 -41723.1 -280.701 8920.99 -1279.34 55646.7 -11512.7 1323.74 -2566.21 -14874.2
internal_weight=0 1.11501e+06 169843 168855 138242 20450 20397 5217 693 494 4524 1303 199 273 123 3221 691 105 586 57 529 449 15180 1879 30613 73 2530 117792 10000 1615
internal_count=4073804 1115010 169843 168855 138242 20450 20397 5217 693 494 4524 1303 199 273 123 3221 691 105 586 57 529 449 15180 1879 30613 73 2530 117792 10000 1615
is_linear=0
shrinkage=0.1


Tree=4664
num_leaves=31
num_cat=0
split_feature=1 1 0 6 4 6 4 0 0 0 6 4 4 0 0 6 0 0 0 6 6 0 7 4 4 4 7 4 6 6
split_gain=3.5944e+11 7.29567e+12 1.91484e+13 2.35739e+13 1.84841e+13 1.74629e+13 1.48264e+13 1.47145e+13 1.09336e+13 1.54837e+13 1.08255e+13 1.13719e+13 1.06323e+13 1.39743e+13 1.68091e+13 1.06072e+13 1.12744e+13 1.02071e+13 1.12872e+13 7.22478e+12 7.21941e+12 1.08023e+13 6.92919e+12 6.79078e+12 6.18376e+12 6.12439e+12 5.77195e+12 6.12853e+12 5.58431e+12 8.42984e+12
threshold=61.273924650000005 60.770858000000011 56.760749800000006 53.995000000000012 3.5000000000000004 86.920000000000016 9.5000000000000018 56.986919400000012 56.986919400000012 56.888401950000009 78.010000000000005 4.5000000000000009 17.500000000000004 55.214863500000007 56.638205000000006 36.905000000000008 56.685611200000004 55.061158000000006 54.604289300000012 70.50500000000001 53.005000000000003 55.183288250000011 6.0000000000000009 2.5000000000000004 9.5000000000000018 13.500000000000002 6.0000000000000009 1.5000000000000002 88.00500000000001 65.00500000000001
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 6 20 12 7 -4 9 10 11 -5 13 17 -15 -16 -17 18 -6 -14 -3 -22 -13 -10 -7 -18 27 -23 29 -11
right_child=-2 2 3 8 5 24 -8 -9 23 28 -12 22 19 14 15 16 25 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.0750125631147416 46.795120786488525 -947.92526223152026 6034.5305592536934 -31514.200965215121 4397.3346858631476 -67642.47585336538 -7143.3805881600128 -13819.804785088818 21100.551735761092 16243.734660566817 -34226.317997782942 18056.688070028587 -25673.325632440479 -19575.671909954683 5310.0020931002164 22563.804431762695 -13425.873417808018 825.25328363555093 -33629.548808184722 -91251.235156250012 -8892.5003782062868 59745.715026041667 -6413.035819773294 -33842.322160823176 -15506.730446428573 20590.524165482959 51574.65443737102 12661.209133633702 -11716.907728794644 35958.998721546792
leaf_weight=2887841 1170013 1306 2560 71 132 65 2635 437 31 644 74 399 105 1364 647 100 1405 2445 191 20 173 30 163 82 35 55 53 352 49 327
leaf_count=2887841 1170013 1306 2560 71 132 65 2635 437 31 644 74 399 105 1364 647 100 1405 2445 191 20 173 30 163 82 35 55 53 352 49 327
internal_value=0 -18.855 -2151.69 1539.06 -5404.49 -7925.87 -1671.46 3139.52 11366 13337.9 1964.69 6195.55 -7284.33 -6714.81 -10848.5 -5454.88 -9919.55 -1381.88 -18089.2 -36165.8 3242.52 12243.7 10959.6 -18769.5 -49395 -12144.4 20649.6 16358.9 21221 22883.2
internal_weight=0 2.90379e+06 15950 7472 8478 6564 5632 2997 1840 1727 707 633 6464 6339 3571 2207 1560 2768 323 125 1914 608 562 113 100 1460 435 382 1020 971
internal_count=4073804 2903791 15950 7472 8478 6564 5632 2997 1840 1727 707 633 6464 6339 3571 2207 1560 2768 323 125 1914 608 562 113 100 1460 435 382 1020 971
is_linear=0
shrinkage=0.1


Tree=4665
num_leaves=31
num_cat=0
split_feature=2 7 1 6 1 4 4 4 6 0 0 6 6 3 6 1 0 1 4 1 5 6 0 0 6 4 4 1 4 0
split_gain=3.36426e+11 2.42421e+12 1.77e+13 1.8996e+13 1.38589e+13 1.74897e+13 2.3284e+13 2.87306e+13 2.64026e+13 3.0918e+13 2.04301e+13 1.34184e+13 1.06494e+13 9.19431e+12 1.54071e+13 1.94253e+13 1.77879e+13 1.76708e+13 4.57752e+13 3.65778e+13 2.86599e+13 3.76699e+13 2.67746e+13 2.9312e+13 2.32857e+13 2.06712e+13 1.80378e+13 1.58054e+13 1.51784e+13 1.33347e+13
threshold=3338.0000000000005 6.0000000000000009 55.957851400000003 128.05000000000004 52.061190950000004 26.500000000000004 22.500000000000004 24.500000000000004 82.00500000000001 54.762682300000009 54.73499850000001 80.030000000000015 57.005000000000003 1.5000000000000002 51.405000000000008 38.109452700000006 59.882709350000006 30.370944000000005 11.500000000000002 30.330566300000005 2.5000000000000004 61.805000000000007 59.933037250000005 59.939085000000013 69.015000000000015 7.5000000000000009 10.500000000000002 30.345769800000003 7.5000000000000009 59.950512650000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 -6 -8 10 -10 11 12 -9 14 15 -3 27 19 -19 20 21 25 -23 28 -22 -18 -21 -16 -24 -26
right_child=-2 2 3 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 16 -17 17 18 -20 26 24 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=35.16881027320553 34.520996019311397 -4930.4785886961363 -4957.3645107418479 71057.380918560608 1603.1620241079081 -16235.405841115105 31169.923789551605 4825.7889086287678 13245.771496414813 120934.12865513394 -12362.653985016921 -60827.851802884616 24059.547722601998 -294.09599089099009 -19820.207000648814 3031.6724989182817 -76147.750233114915 111130.12446676589 18712.721019963767 -129262.30751953126 -116206.2845889137 -32998.742652209054 64907.673281249998 47134.579423177085 -37602.757082031247 11611.480723632812 -25916.825653183252 3808.7557317473929 175310.04820075759 17079.956113281249
leaf_weight=1786939 1667517 5727 8681 33 15466 482 594 799 73 42 580 26 450 569070 292 6590 31 63 359 24 21 29 20 150 75 200 57 9271 33 110
leaf_count=1786939 1667517 5727 8681 33 15466 482 594 799 73 42 580 26 450 569070 292 6590 31 63 359 24 21 29 20 150 75 200 57 9271 33 110
internal_value=0 -23.9225 -194.412 -4669.5 -130.551 2563.79 3066.35 11892.3 6079.65 52575.4 3197.16 10275.4 11755.5 -214.786 1743.08 -670.466 4512.3 16140 32509.6 6929.37 14613.7 28419.7 56881.9 69722 -16416.2 -165.732 -56537.7 3087.26 133649 -5088.71
internal_weight=0 2.40629e+06 619348 8714 610634 18512 18030 2564 1970 115 1855 1275 1249 592122 23052 12317 10735 1172 422 750 669 463 232 203 206 231 81 9563 53 185
internal_count=4073804 2406287 619348 8714 610634 18512 18030 2564 1970 115 1855 1275 1249 592122 23052 12317 10735 1172 422 750 669 463 232 203 206 231 81 9563 53 185
is_linear=0
shrinkage=0.1


Tree=4666
num_leaves=31
num_cat=0
split_feature=4 7 2 0 1 1 0 5 4 1 4 0 1 0 4 6 0 6 0 0 4 4 6 6 5 6 6 6 0 4
split_gain=3.56609e+11 1.80235e+12 1.65435e+13 2.55217e+13 2.31778e+13 3.88176e+13 2.85529e+13 3.69938e+13 3.07243e+13 4.74104e+13 3.83055e+13 7.8937e+13 5.53919e+13 3.80208e+13 3.23268e+13 3.21642e+13 4.31126e+13 3.03404e+13 3.05263e+13 4.68548e+13 2.82095e+13 9.44675e+13 5.54138e+13 1.34693e+14 6.75488e+13 4.26609e+13 3.62369e+13 3.47905e+13 3.10721e+13 5.58007e+13
threshold=9.5000000000000018 6.0000000000000009 6426.0000000000009 59.990753350000013 30.303340300000002 30.277905650000005 59.838047850000002 3.5000000000000004 6.5000000000000009 30.084656550000002 8.5000000000000018 59.950512650000007 30.260128500000004 59.898927250000007 4.5000000000000009 63.140000000000008 59.982409200000006 84.00500000000001 59.950512650000007 59.905532300000012 7.5000000000000009 6.5000000000000009 54.410000000000004 60.305000000000007 1.5000000000000002 79.015000000000015 79.710000000000022 70.00500000000001 59.91832440000001 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 5 6 -3 8 9 14 15 12 13 -12 -8 -10 17 18 19 -17 21 -7 24 -24 28 -23 27 -25 -22 -30
right_child=-2 2 -4 -5 -6 20 7 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 22 25 23 26 -26 -27 -28 -29 29 -31
leaf_value=-2.4924760054382391 27.558411170815361 15956.878543872026 1724.4367691484426 -10775.952455666566 -961.06450445053986 61873.593151947251 18090.714554354039 101230.26004136029 -7612.3142562367393 23080.583597017463 23063.009104447799 50930.952616914343 -124295.23897165699 -38814.372146926798 -62580.915388609879 -50693.505665314507 79132.910181451618 -925.57443670742759 -82552.378989351724 65748.412016369053 107682.52029575892 -72216.692214439667 -189130.71715372722 -41117.348726851858 222258.99921875002 60647.050754310345 5652.2610756570975 81770.15176138909 -15085.294286548131 154426.2125136719
leaf_weight=1736281 2181312 1086 30682 2546 117366 133 82 34 1193 763 220 286 43 181 126 195 31 138 208 42 70 145 30 27 28 29 258 157 87 25
leaf_count=1736281 2181312 1086 30682 2546 117366 133 82 34 1193 763 220 286 43 181 126 195 31 138 208 42 70 145 30 27 28 29 258 157 87 25
internal_value=0 -31.7642 -357.119 -865.896 -660.737 5614.54 1771.6 -2577.7 -3583.82 11543.5 -9373.58 9958.93 -16433 -4866.68 -30777.7 -17183.6 -35780.6 -41891 -54594.8 -30058.2 23597.5 -1574.81 34928.7 15915.5 77663.2 -50072.7 29832.6 63737.7 55417.6 22752.1
internal_weight=0 1.89249e+06 156211 125529 122983 5617 4628 3542 3508 971 2537 730 444 401 208 1807 614 583 445 237 989 307 682 472 210 174 442 184 182 112
internal_count=4073804 1892492 156211 125529 122983 5617 4628 3542 3508 971 2537 730 444 401 208 1807 614 583 445 237 989 307 682 472 210 174 442 184 182 112
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 4 0 0 0 4 4 4 0 7 0 6 2 0 0 0 0 0 4 1 3 4 6 1 0 7
split_gain=3.32723e+11 4.32216e+12 3.78131e+13 2.02103e+13 2.63996e+13 1.88177e+13 1.78723e+13 1.84612e+13 3.18645e+13 4.38949e+13 3.32315e+13 3.56332e+13 1.89513e+13 1.8054e+13 3.2069e+13 3.33015e+13 3.02773e+13 1.77357e+13 1.76705e+13 2.34187e+13 1.76662e+13 1.94087e+13 2.45004e+13 2.3609e+13 1.95622e+13 1.82848e+13 1.81984e+13 1.71974e+13 2.42453e+13 1.70298e+13
threshold=37.924401400000008 37.978059650000013 24.500000000000004 21.500000000000004 10.500000000000002 7.5000000000000009 55.214863500000007 55.775215600000003 55.710673100000008 19.500000000000004 14.500000000000002 12.500000000000002 55.649510000000014 6.0000000000000009 55.721784200000009 58.045000000000009 75.000000000000014 55.696737300000009 55.79439725000001 55.806294650000005 55.685785750000008 55.649510000000014 18.500000000000004 37.957884500000006 11.500000000000002 20.500000000000004 80.720000000000013 37.957884500000006 55.728148450000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 13 11 -8 -13 14 15 -10 -15 -14 27 -20 21 22 -12 24 -23 26 -24 -5 -29 -26
right_child=1 -3 -4 18 6 -7 7 -9 9 -11 20 12 17 16 -16 -17 -18 -19 19 -21 -22 23 25 -25 29 -27 -28 28 -30 -31
leaf_value=47.409826959658773 -2861.3739325084775 -4.8404636640736296 9190.0953581164849 7576.3634173631062 57762.404740767044 -13447.950251320313 -28895.125649173926 5226.9717776248262 -15271.581499245385 20323.037177843311 5831.221346825153 76536.531351461046 -49831.798216985888 60754.18953993055 -7183.3863736964668 -76872.140945392763 -50585.478716278078 27864.993651474928 -49881.30706898644 -12926.679090621867 2961.4681611214737 -22022.677883066295 -27787.442303860575 -63748.109948113961 -42303.735051740689 27268.244190761023 -122686.46960227273 -7875.3621170176448 -67008.302921660958 17772.926299046427
leaf_weight=1085758 5369 2956684 3159 778 55 2443 122 5825 220 381 1341 77 31 27 1683 146 256 562 210 935 4823 708 248 99 57 56 22 1382 73 274
leaf_count=1085758 5369 2956684 3159 778 55 2443 122 5825 220 381 1341 77 31 27 1683 146 256 562 210 935 4823 708 248 99 57 56 22 1382 73 274
internal_value=0 -17.2272 -1185 -2347.1 -1359.63 -6172.05 850.123 665.539 -1721.09 -11146 1315.71 20812.4 29863.7 -16287.4 -13017.4 -39844.5 -39963 23803.3 -9604.05 -19704.4 -708.598 -7019.02 -146.19 -17086.7 -12640.6 -24734.3 -35520 -4424.96 -10842.2 7427.4
internal_weight=0 2.98805e+06 31362 28203 24825 7812 17013 16958 11133 2713 8420 792 670 2332 2049 366 283 593 3378 1145 7628 2805 1667 1138 1039 326 270 2233 1455 331
internal_count=4073804 2988046 31362 28203 24825 7812 17013 16958 11133 2713 8420 792 670 2332 2049 366 283 593 3378 1145 7628 2805 1667 1138 1039 326 270 2233 1455 331
is_linear=0
shrinkage=0.1


Tree=4668
num_leaves=31
num_cat=0
split_feature=6 3 5 1 1 4 4 3 2 1 3 0 0 1 4 6 2 0 6 4 4 1 1 6 6 4 4 1 0 4
split_gain=3.19429e+11 3.28051e+12 8.36021e+12 1.13488e+13 3.1496e+13 5.41627e+13 4.63373e+13 6.62527e+13 2.59916e+13 1.68152e+13 1.44498e+13 1.36898e+13 1.59169e+13 1.49168e+13 2.22999e+13 2.1575e+13 1.28145e+13 1.68671e+13 1.82897e+13 1.2409e+13 2.06721e+13 2.93325e+13 4.3573e+13 2.36033e+13 2.2919e+13 2.00185e+13 1.5336e+13 1.25309e+13 1.18703e+13 2.00323e+13
threshold=68.00500000000001 2.5000000000000004 3.5000000000000004 39.908802000000009 39.873894000000007 4.5000000000000009 3.5000000000000004 1.5000000000000002 2828.5000000000005 40.024897700000004 1.5000000000000002 45.047736150000013 45.040161900000008 45.71452080000001 9.5000000000000018 130.05000000000004 2892.5000000000005 44.249882500000005 128.05000000000004 20.500000000000004 15.500000000000002 37.503969450000007 37.682335600000009 142.05000000000004 84.810000000000016 16.500000000000004 17.500000000000004 30.303340300000002 59.91832440000001 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 19 6 7 -6 -7 10 -5 12 16 14 -13 -16 17 18 -11 20 28 24 25 26 -22 -23 -24 -21 -4 -30
right_child=1 -3 3 9 5 8 -8 -9 -10 11 -12 13 -14 -15 15 -17 -18 -19 -20 27 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=13.315180840061243 -802.6119675798933 49.570012081796335 663.18015159001197 -2165.344849917763 185419.71002038044 41254.600151209685 194871.63370085685 -23214.832708333335 -86262.512713068179 122624.35831752233 -63242.229990357991 -5475.9930925609287 68051.545348011365 -75.323473812112525 -51047.393117960819 44272.707273582178 4452.5252406622776 354.40485820063839 2747.3858593750001 46173.533834134614 -92186.072367187502 187364.39140625001 24739.264036830358 -76031.832589285725 8180.6161321949112 69232.179638671878 107048.41388221155 -27290.986595681188 16986.044556199795 -2774.2463277963493
leaf_weight=3322544 130478 591830 8149 76 23 31 31 45 33 35 79 1343 44 14435 197 27 1395 54 20 26 25 26 175 21 253 32 26 217 1276 858
leaf_count=3322544 130478 591830 8149 76 23 31 31 45 33 35 79 1343 44 14435 197 27 1395 54 20 26 25 26 175 21 253 32 26 217 1276 858
internal_value=0 -58.8881 -461.502 1075.78 3559.85 47197.8 93545.5 47352.7 -24496.4 -502.217 -33294.9 -212.595 8767.11 -1081.27 -10347.9 -39557.9 7032.72 40054.5 79032.7 2918.12 3419.06 22164.7 45010.2 24846.7 -845.165 122188 35386.2 -19430.6 2401.84 9041.19
internal_weight=0 751260 159430 28952 11247 163 99 68 64 17705 155 17550 1548 16002 1567 224 1504 109 55 11084 10841 558 280 222 278 58 201 243 10283 2134
internal_count=4073804 751260 159430 28952 11247 163 99 68 64 17705 155 17550 1548 16002 1567 224 1504 109 55 11084 10841 558 280 222 278 58 201 243 10283 2134
is_linear=0
shrinkage=0.1


Tree=4669
num_leaves=31
num_cat=0
split_feature=6 6 0 3 1 1 4 3 4 1 1 4 0 5 0 5 1 0 1 0 0 0 1 1 0 6 0 4 4 3
split_gain=3.35671e+11 3.10402e+12 8.6019e+12 1.88961e+13 7.11426e+12 6.57097e+12 1.34748e+13 8.15868e+12 7.36824e+12 1.67112e+13 3.11803e+13 2.37124e+13 1.99467e+13 2.40889e+13 2.62009e+13 2.00044e+13 4.44636e+13 3.77721e+13 2.96005e+13 2.47619e+13 2.31282e+13 1.87303e+13 1.77822e+13 1.76273e+13 1.5885e+13 3.11194e+13 1.43878e+13 1.38405e+13 1.37402e+13 1.31341e+13
threshold=102.04000000000001 104.01000000000001 42.965693300000005 3.5000000000000004 83.754481100000007 83.050033500000012 8.5000000000000018 7.5000000000000009 11.500000000000002 38.97264950000001 39.004719500000007 8.5000000000000018 54.73499850000001 2.5000000000000004 44.895258050000002 3.5000000000000004 37.131181300000009 59.950512650000007 37.131181300000009 59.933037250000005 59.933037250000005 60.002985000000002 37.488790500000007 37.843405600000004 44.895258050000002 103.03500000000001 55.768246800000007 6.5000000000000009 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 3 -2 5 8 -7 -8 9 12 11 -11 13 -4 27 18 17 19 20 -17 29 -19 26 -18 25 28 -20 -15 -10 -14
right_child=1 -3 4 -5 -6 6 7 -9 24 10 -12 -13 15 14 -16 16 23 21 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7211131155801516 84151.91899677999 -5.8582793587672519 52618.598724724259 -2444.5884493670887 -15393.504042639503 -36242.915036753067 50454.118216819326 683.10287210716388 -44776.360653409094 31624.119540777443 4124.1060295947455 162296.01357886905 19829.244643554688 77104.439843750006 -47794.305369368376 -53570.396984049483 57699.465502604173 63347.823458614868 -34780.769202649913 -152573.44697265627 -3527.3340293912643 -43987.860856681036 -3851.6035074013157 -40763.707356770836 -3936.7645123096904 -116018.9269478463 -135499.14042119565 -25263.606218750003 69747.362128906258 60563.920849795744
leaf_weight=3966508 37 97689 34 79 393 37 87 53 22 41 2590 21 200 28 283 120 75 37 37 32 269 29 95 24 4748 37 23 25 20 131
leaf_count=3966508 37 97689 34 79 393 37 87 53 22 41 2590 21 200 28 283 120 75 37 37 32 269 29 95 24 4748 37 23 25 20 131
internal_value=0 -174.53 -1889.67 25176.7 -2220.48 -1651.45 17427.8 31612.2 -2030 1090.61 5801.75 75884 -7573.7 -27593 -35709.7 -664.036 -21745.9 -46984.3 8187.55 -74413.1 18251.4 16185.2 -30769.5 33829.6 -4676.73 -49149.8 -73389.5 28817.6 9758.75 35950.8
internal_weight=0 107296 9607 116 9491 9098 177 140 8921 4094 2652 62 1442 370 336 1072 317 218 755 152 600 66 155 99 4827 79 60 53 42 331
internal_count=4073804 107296 9607 116 9491 9098 177 140 8921 4094 2652 62 1442 370 336 1072 317 218 755 152 600 66 155 99 4827 79 60 53 42 331
is_linear=0
shrinkage=0.1


Tree=4670
num_leaves=31
num_cat=0
split_feature=6 0 0 4 6 6 1 3 1 6 6 3 5 0 6 4 4 1 1 0 6 6 5 6 3 6 4 6 1 3
split_gain=3.28843e+11 3.05447e+12 3.75015e+13 2.94768e+13 5.70288e+13 4.5825e+13 5.55393e+13 4.14229e+13 3.24838e+13 2.41509e+13 2.3702e+13 3.28971e+13 2.2574e+13 2.41075e+13 3.20694e+13 1.81838e+13 1.72239e+13 1.60312e+13 1.40487e+13 1.38134e+13 1.29531e+13 1.25882e+13 1.22138e+13 1.63341e+13 1.14654e+13 1.06809e+13 9.28e+12 1.94248e+13 2.11154e+13 1.53334e+13
threshold=118.04500000000002 45.055912800000009 45.040161900000008 12.500000000000002 125.02000000000002 134.05000000000004 38.989878900000008 5.5000000000000009 38.948208550000011 189.00000000000003 142.05000000000004 10.500000000000002 4.5000000000000009 45.047736150000013 125.02000000000002 9.5000000000000018 20.500000000000004 41.966773150000002 41.966773150000002 45.047736150000013 168.45000000000002 189.00000000000003 3.5000000000000004 130.05000000000004 3.5000000000000004 122.65000000000002 23.500000000000004 120.05000000000001 39.105193450000009 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 26 7 8 6 -6 12 -5 18 16 -12 13 14 17 22 -7 -4 19 -9 -13 -22 23 -15 -16 -10 -2 29 -29 -28
right_child=1 -3 3 4 5 10 -8 9 25 -11 11 20 -14 15 24 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.2965915487218056 -561.56830102297727 108.8207238184259 100367.68212316177 34915.079825367648 25863.938822115386 -6957.3548642113092 179015.92417279413 -167708.29828657673 -57674.918342752666 -1076.9959134615385 102835.54191658268 20596.2257421875 58255.495223721598 -67087.791289062501 -65926.833189655183 -121816.63839738176 -132219.16796875 -12462.61765625 -49725.233189655177 -80557.151713709682 -86821.516394412887 3485.7167564655174 -80555.336517857155 56479.395473845107 1767.8621981534093 -123079.22247242648 124630.12381365742 -2190.9399499754245 75126.901860351558 10697.283779761907
leaf_weight=4019687 8523 44299 34 34 78 21 34 44 94 26 31 60 33 20 58 37 23 20 29 31 33 29 35 23 44 34 27 302 40 21
leaf_count=4019687 8523 44299 34 34 78 21 34 44 94 26 31 60 33 20 58 37 23 20 29 31 33 29 35 23 44 34 27 302 40 21
internal_value=0 -244.863 -1840.69 -21236.2 -3912.08 21283 72356.5 -40037.2 -51969.3 -87280.5 -7753.78 10847.4 -19834.4 -29343.6 -3735.39 -64081.6 -72435.1 58578.7 -108831 -131686 -12526.6 -44581 -36694.4 -993.715 -36725.2 -75047.9 128.668 15213 6852.08 74784.5
internal_weight=0 54117 9818 905 471 309 112 434 162 130 197 153 304 271 156 115 44 54 104 75 122 62 78 43 102 128 8913 390 342 48
internal_count=4073804 54117 9818 905 471 309 112 434 162 130 197 153 304 271 156 115 44 54 104 75 122 62 78 43 102 128 8913 390 342 48
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=31
num_cat=0
split_feature=6 0 0 4 0 3 4 4 0 1 1 1 4 1 1 4 1 1 1 0 5 1 5 3 3 4 3 0 4 5
split_gain=3.15382e+11 1.49354e+12 3.06287e+12 5.21414e+12 2.77271e+12 2.3636e+12 6.06281e+12 2.2326e+13 5.78157e+12 5.1104e+12 1.32752e+13 4.99164e+12 5.49163e+12 3.96726e+12 6.51163e+12 5.44053e+12 4.83833e+12 3.04989e+12 7.10153e+12 3.78273e+12 2.70262e+12 9.13759e+12 9.68902e+12 6.02788e+12 2.78169e+12 8.74908e+12 4.96105e+12 2.36132e+12 5.31671e+12 2.33293e+12
threshold=247.90000000000001 56.020150250000007 56.148747500000006 6.5000000000000009 55.93962770000001 3.5000000000000004 7.5000000000000009 5.5000000000000009 60.753246850000004 30.345769800000003 30.157841000000001 40.377616600000003 6.5000000000000009 61.438154000000004 60.549354600000008 4.5000000000000009 53.67029225000001 43.997056950000008 39.843340650000009 56.838524800000009 4.5000000000000009 65.534455000000023 3.5000000000000004 12.500000000000002 7.5000000000000009 11.500000000000002 5.5000000000000009 57.719618750000002 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 4 3 -3 29 9 7 8 17 10 -4 12 -11 14 16 -15 27 18 -7 -19 21 22 23 24 26 -26 -8 28 -13 -2
right_child=1 2 5 -5 -6 6 20 -9 -10 11 -12 13 -14 15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.77927052182250345 -6676.8527788656011 62603.809659830731 29104.397246518343 1345.3081853693184 -20284.590350979477 30333.346577380955 37616.066009324597 -117320.507890625 -50416.43146484375 19754.923200857982 -80865.406882440482 30847.350729166665 79171.550000000003 -1742.7830459222562 -49667.347851562503 50780.308388157893 30790.834965093087 56947.166501686792 -52927.945532226564 -1694.5189630681821 -19704.936352539065 68004.664710937504 -60317.267410714288 -33094.275000000001 81584.927187499998 -2076.6767011718753 -17318.264308035716 -36606.106266983697 -28688.134609375 1754.9931620663426
leaf_weight=4070611 394 24 23 33 67 21 31 20 20 70 21 30 20 41 26 38 47 22 20 22 32 25 21 24 25 25 35 23 30 1963
leaf_count=4070611 394 24 23 33 67 21 31 20 20 70 21 30 20 41 26 38 47 22 20 22 32 25 21 24 25 25 35 23 30 1963
internal_value=0 993.456 4833.29 27138.4 -224.71 3047.63 -2928.4 -20485.9 -2041.23 8602.59 -23381.2 12932.7 32958.6 5263.2 -3982.99 23521.5 5153.89 9341.17 -10281.9 27626.3 7138.98 11757.3 3023.23 12524.3 21962.6 39754.1 8484.22 -9363.42 1079.61 345.512
internal_weight=0 3193 769 57 2424 712 343 125 105 369 44 325 90 235 156 79 130 85 41 44 218 186 161 140 116 50 66 83 60 2357
internal_count=4073804 3193 769 57 2424 712 343 125 105 369 44 325 90 235 156 79 130 85 41 44 218 186 161 140 116 50 66 83 60 2357
is_linear=0
shrinkage=0.1


Tree=4672
num_leaves=31
num_cat=0
split_feature=1 6 6 5 0 3 0 4 4 4 7 6 0 4 0 6 6 4 3 2 0 7 1 1 3 4 4 6 4 7
split_gain=3.14157e+11 2.21792e+12 5.59744e+12 8.93878e+12 2.16931e+13 6.64685e+12 7.92817e+12 8.70651e+12 1.35876e+13 1.39891e+13 1.05412e+13 5.10312e+12 5.02417e+12 4.96159e+12 4.88025e+12 4.54976e+12 4.2867e+12 1.06432e+13 1.72477e+13 6.09292e+12 6.31085e+12 4.82298e+12 4.77549e+12 4.62808e+12 4.24945e+12 7.79529e+12 4.17415e+12 1.22716e+13 6.54124e+12 1.04015e+13
threshold=91.292296250000007 86.920000000000016 83.820000000000007 2.5000000000000004 56.006509350000009 3.5000000000000004 55.988910100000005 12.500000000000002 15.500000000000002 16.500000000000004 6.0000000000000009 84.00500000000001 53.506098950000009 8.5000000000000018 55.972700350000004 85.020000000000024 87.395000000000024 16.500000000000004 7.5000000000000009 9907.0000000000018 56.006509350000009 6.0000000000000009 92.90968070000001 92.791023150000015 12.500000000000002 14.500000000000002 10.500000000000002 156.15000000000003 9.5000000000000018 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 10 -9 -10 11 -8 -5 -13 -7 -12 17 18 21 20 -20 22 23 -3 26 -26 28 -28 -18 -30
right_child=1 16 3 5 -6 6 7 8 9 -11 15 13 -14 -15 -16 -17 24 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5.2839073161324874 127.10963846748086 9964.5936875000007 -11241.465988641037 -27909.785706886087 77636.313635537794 6133.0312997963883 -27482.649964712451 54026.731803031595 -47454.908714682373 9190.5529062967817 -25260.571295166017 34738.133874511717 -8781.9548822699653 -8164.6358118603812 55753.381589471726 -75849.487441406251 2549.6845729229367 -29397.206666917071 122668.53191964288 16521.025799851192 51669.05235635081 -23923.361300872093 3934.801736111111 71443.033789062509 -55854.350415826615 -4238.1528422467309 5318.4622889471884 67926.755914306646 -3205.4170214169594 -37977.811074634308
leaf_weight=3931467 133191 25 76 222 43 353 119 46 59 167 32 32 360 171 21 40 3907 52 21 21 31 43 144 24 31 521 1445 32 1014 94
leaf_count=3931467 133191 25 76 222 43 353 119 46 59 167 32 32 360 171 21 40 3907 52 21 21 31 43 144 24 31 521 1445 32 1014 94
internal_value=0 145.946 53.4721 -5579.99 20874 -7520.82 -2732.01 -9274.88 4486.07 -5597.42 -18774.8 -11040.3 -16078.1 -1401.64 8919.2 -53365.5 1830.98 12459.1 19502.8 61982.5 80341.9 6362.94 13110.7 40076.5 1286.3 -7136.89 2002.5 6674.9 626.403 -6155.42
internal_weight=0 142337 134932 1741 119 1622 1040 666 272 226 394 322 582 203 374 72 7405 361 309 73 52 236 193 49 7044 552 6492 1477 5015 1108
internal_count=4073804 142337 134932 1741 119 1622 1040 666 272 226 394 322 582 203 374 72 7405 361 309 73 52 236 193 49 7044 552 6492 1477 5015 1108
is_linear=0
shrinkage=0.1


Tree=4673
num_leaves=31
num_cat=0
split_feature=6 6 1 0 0 0 3 4 4 1 0 3 1 1 1 0 5 0 3 3 6 4 4 0 4 0 0 1 4 0
split_gain=2.97126e+11 2.79174e+12 1.66419e+13 3.47665e+13 7.55283e+13 2.53304e+13 2.39384e+13 1.86628e+13 1.8081e+13 1.9413e+13 2.69927e+13 1.88877e+13 1.6763e+13 2.33938e+13 1.97463e+13 2.16776e+13 2.01994e+13 2.4557e+13 1.56175e+13 1.908e+13 2.81099e+13 2.21711e+13 1.50011e+13 1.44453e+13 2.86464e+13 2.32823e+13 4.78178e+13 3.19591e+13 2.19594e+13 1.73349e+13
threshold=118.04500000000002 114.05000000000001 30.315889700000003 59.91832440000001 59.982409200000006 59.905532300000012 9.5000000000000018 5.5000000000000009 24.500000000000004 82.92647190000001 55.539595350000006 22.500000000000004 30.410676000000006 30.425503950000003 30.330566300000005 59.838047850000002 2.5000000000000004 59.856552950000008 17.500000000000004 20.500000000000004 116.05000000000001 23.500000000000004 21.500000000000004 57.60122925000001 6.5000000000000009 57.125462300000009 57.113979900000011 65.534455000000023 5.5000000000000009 55.743464250000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -3 -5 12 10 11 -10 14 -14 16 -16 -4 -18 23 -20 21 -21 -8 25 -25 26 29 28 -27 -15
right_child=-2 2 3 4 -6 -7 22 -9 9 -11 -12 -13 13 18 15 -17 17 -19 19 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.93566426390636248 -232.75530324791021 -18365.327172210695 91253.1875 107688.92703683037 -4087.6866962653166 -97098.13665865385 44311.422611310845 49224.437695762441 -65986.40878528227 51254.536468975362 -2625.1019757145241 19520.131502016131 -59360.766777663935 6543.7240230330044 161748.00539772728 26874.061778846157 -83967.2880859375 27808.896522066891 -50464.101768663197 -3599.7391796875004 -54894.808447265626 145300.05281250001 -8451.7816159739068 87273.774876729003 2871.2065305548203 28922.861555989584 93081.558562825521 2651.0380113133847 -75861.201481119788 -5153.0216973151855
leaf_weight=4010126 54117 800 25 84 329 26 113 156 155 39 281 31 61 4705 22 26 30 57 117 20 32 20 103 61 118 24 60 212 120 1734
leaf_count=4010126 54117 800 25 84 329 26 113 156 155 39 281 31 61 4705 22 26 30 57 117 20 32 20 103 61 118 24 60 212 120 1734
internal_value=0 3.13358 1709.88 3148.48 27029.9 1444.8 -10389.4 69687 1767.08 -16524.7 -22185.1 -51735.3 3010.45 2307.13 35028.7 88691.3 12030.5 -10734.6 2827.94 -25539.3 14963.5 70850.2 19151.2 3590.15 31634.1 2857.86 4221.85 -22042.6 -58397.2 3393.83
internal_weight=0 4.01969e+06 9561 8545 569 7976 1016 240 7950 506 467 186 7444 7284 160 48 112 87 7223 189 72 40 216 7034 179 6855 6499 356 144 6439
internal_count=4073804 4019687 9561 8545 569 7976 1016 240 7950 506 467 186 7444 7284 160 48 112 87 7223 189 72 40 216 7034 179 6855 6499 356 144 6439
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=31
num_cat=0
split_feature=3 1 6 6 6 0 6 6 6 3 4 7 2 3 6 2 4 2 0 4 1 6 6 6 6 6 1 3 1 6
split_gain=3.05246e+11 2.3028e+12 3.23067e+12 4.24808e+12 5.68802e+12 2.32248e+12 5.55345e+12 3.29382e+12 5.44123e+12 3.00223e+12 2.31303e+12 5.71439e+12 1.60701e+13 1.33958e+13 1.81625e+13 1.29269e+13 1.46753e+13 3.07192e+13 2.69102e+13 4.65636e+13 3.08621e+13 2.35955e+13 1.45926e+13 1.58754e+13 1.37485e+13 2.44651e+13 1.72528e+13 1.61033e+13 2.4964e+13 2.62523e+13
threshold=14.500000000000002 94.478249850000012 99.050000000000011 82.00500000000001 88.825000000000003 52.02416370000001 66.990000000000023 42.405000000000008 53.310000000000009 15.500000000000002 24.500000000000004 6.0000000000000009 75.000000000000014 22.500000000000004 72.020000000000024 2691.5000000000005 16.500000000000004 75.000000000000014 55.579943700000008 15.500000000000002 37.649344350000007 138.05000000000004 51.805000000000007 62.995000000000012 83.010000000000005 82.00500000000001 37.804148700000006 16.500000000000004 30.315889700000003 47.420000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -9 -7 11 15 13 -13 -15 16 17 18 22 20 -20 -19 -2 -24 25 27 -27 28 29 -18
right_child=1 2 -4 4 -6 9 -8 8 -10 -11 -12 12 -14 14 -16 -17 24 21 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.9340626826520806 -26646.621921267455 -3978.0508506944448 22380.488561698719 -65395.242989676342 -440.36317608173078 -9776.0811385444977 28645.009124490491 -70922.69263346355 -14879.186991472941 6100.928466796875 -276.59141018085847 4239.5825720934936 260.4744844150033 -1599.3410069668262 -38819.874589813422 688.71944220511807 1832.1864200837606 -2207.3133370639398 71848.789383370531 -19502.718813705444 -32385.140988769534 76008.573567708343 -135325.10308159722 -47862.537468112248 -6252.5069259289039 50149.798425443674 -8129.2933775205865 -2367.1358740002411 3267.8075015562454 -23438.760647994757
leaf_weight=3758080 87 45 39 28 26 230 23 30 41 247 104775 16593 80696 706 161 67177 901 3490 98 1280 40 39 36 49 4218 162 74 19366 14311 756
leaf_count=3758080 87 45 39 28 26 230 23 30 41 247 104775 16593 80696 706 161 67177 901 3490 98 1280 40 39 36 49 4218 162 74 19366 14311 756
internal_value=0 94.4396 -5598.24 -7226.85 -34120.7 -4869.28 -16243.9 -25144.3 -38559.5 -1554.65 107.252 298.544 855.653 3606.43 -8511.11 -189.337 -1502.83 -6542.71 -18083.6 -13552.7 41636.1 -1342.93 -55437.3 -84905.5 -854.419 -214.298 31875.8 -428.631 1922.39 -9697.59
internal_weight=0 315724 709 670 54 616 139 116 71 477 315015 210240 98156 17460 867 112084 44907 5119 1590 1418 138 3529 172 85 39788 35570 236 35334 15968 1657
internal_count=4073804 315724 709 670 54 616 139 116 71 477 315015 210240 98156 17460 867 112084 44907 5119 1590 1418 138 3529 172 85 39788 35570 236 35334 15968 1657
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 0 6 0 1 5 4 0 1 4 6 6 0 5 0 3 6 0 2 1 0 3 1 1 0 0
split_gain=3.82147e+11 3.33127e+12 1.2009e+13 1.19795e+13 2.54621e+13 1.17538e+13 9.02383e+12 1.30125e+13 2.00931e+13 1.46931e+13 7.63809e+12 7.22933e+12 7.07202e+12 1.03578e+13 9.61531e+12 1.54217e+13 1.53933e+13 2.53936e+13 3.03097e+13 1.93954e+13 1.92766e+13 1.84683e+13 1.34174e+13 1.24414e+13 2.25171e+13 1.68829e+13 1.12843e+13 1.44668e+13 1.4204e+13 1.0981e+13
threshold=20.500000000000004 37.534144550000008 37.563506350000004 55.676890650000011 82.00500000000001 55.595177750000005 65.805000000000021 55.858844800000007 37.543519500000009 1.5000000000000002 22.500000000000004 55.568628050000008 37.290808600000013 27.500000000000004 65.410000000000011 97.020000000000024 55.728148450000006 2.5000000000000004 55.850146250000009 23.500000000000004 61.805000000000007 55.783232450000007 75.000000000000014 37.503969450000007 55.649510000000014 21.500000000000004 37.318079750000003 37.343102500000008 55.633951400000008 55.834019500000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 10 7 8 -5 -10 -3 -12 -2 14 16 26 23 18 19 -18 -19 -21 -20 -14 -25 -26 -16 28 -28 -23
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 17 20 22 21 -22 29 -24 24 25 -27 27 -29 -30 -31
leaf_value=-4.1645213930611549 -113.09776504345513 -54630.320029122493 69.427757357420319 -134904.0228693182 -90106.458906250016 69147.595329483695 7948.1477106668872 -11560.984015607835 -69266.485511363644 12001.474774305556 -553.16652292417382 -44259.976427283662 3428.7903474286804 -677.16640342176413 -56136.932300400156 26983.81514448686 16827.679795408305 21437.715878906252 -25922.262681540466 78392.957941267974 158615.09866071431 12897.093599700929 5457.2183160610075 34858.545156250002 -24070.550689697266 -133747.50306250001 47718.051600796571 -7715.384385110875 -1967.1183889678032 82032.4326171875
leaf_weight=3999853 17327 28 44533 22 45 23 166 512 44 45 1277 39 1849 4014 41 176 857 20 156 113 21 128 1077 30 32 25 102 1089 132 28
leaf_count=3999853 17327 28 44533 22 45 23 166 512 44 45 1277 39 1849 4014 41 176 857 20 156 113 21 128 1077 30 32 25 102 1089 132 28
internal_value=0 225.25 -286.946 -7497.48 -16942.6 -1735.03 -12769.8 -18290.2 -49329.3 -28175.9 -2948.05 -1848.43 1104.74 3238.35 5913.1 -874.633 8323.88 13675.3 12319.2 24180.7 91699.3 47606.5 1487.07 1689.9 -35266.5 -72174.5 -4469.27 -2868.08 19690.5 25306
internal_weight=0 73951 46734 2201 834 1367 789 623 111 89 1344 1316 27217 9890 5876 1540 4336 2400 2359 1126 41 269 1233 1936 87 57 1364 1323 234 156
internal_count=4073804 73951 46734 2201 834 1367 789 623 111 89 1344 1316 27217 9890 5876 1540 4336 2400 2359 1126 41 269 1233 1936 87 57 1364 1323 234 156
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=31
num_cat=0
split_feature=0 1 1 0 6 1 0 7 4 4 4 6 1 7 2 4 0 4 6 6 5 6 1 6 1 0 4 2 6 4
split_gain=3.50497e+11 3.17411e+12 1.5143e+13 1.57681e+13 2.60389e+13 1.26695e+13 2.54659e+13 1.79297e+13 1.53064e+13 1.64947e+13 2.14582e+13 1.45423e+13 1.18155e+13 3.80693e+13 8.42028e+13 2.62433e+13 2.06276e+13 6.37548e+13 3.90496e+13 3.55193e+13 2.89315e+13 1.90795e+13 2.56887e+13 1.8439e+13 1.79409e+13 1.91136e+13 2.63604e+13 1.70043e+13 1.56981e+13 1.54876e+13
threshold=60.002985000000002 30.438492500000006 30.509101000000005 60.034792100000011 64.805000000000021 30.452677500000004 60.028671700000011 6.0000000000000009 15.500000000000002 21.500000000000004 23.500000000000004 53.005000000000003 30.389265100000003 6.0000000000000009 3338.0000000000005 4.5000000000000009 60.042359000000012 14.500000000000002 95.045000000000016 41.285000000000004 1.5000000000000002 48.945000000000007 30.425503950000003 78.605000000000004 30.410676000000006 60.064438250000002 20.500000000000004 3338.0000000000005 104.01000000000001 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 12 3 4 5 6 -3 -8 -7 11 -11 -10 -2 15 23 21 17 -17 27 20 -19 -14 -23 -15 -16 26 -26 -18 -21 -29
right_child=1 2 -4 -5 -6 8 7 -9 9 10 -12 -13 13 14 24 16 18 19 -20 28 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-5.8988307024869409 70.6400502315268 2598.0090115296866 276.68832634576876 -668.60010646670378 -26563.766176070712 -57597.569514973962 -15419.147370322407 -52874.947090036178 20426.264146505971 -23963.731868179719 602.38806956051428 -4365.0334940543189 12140.251005880244 -79922.739202240162 13456.003522755067 3193.8374401947599 -14827.380940946692 12508.746554119351 -124448.9134375 42168.440659506952 -82029.076908482151 119020.61949508102 20545.788544170675 21261.313242187502 -18352.070086754182 13535.499299520445 22584.673724029879 11524.638525207181 -19713.075881177327 -1655.9849798133321
leaf_weight=3915450 74537 461 60082 6651 668 48 345 203 554 499 1237 413 117 181 547 4207 595 431 25 879 35 54 52 20 1159 347 182 1439 43 2343
leaf_count=3915450 74537 461 60082 6651 668 48 345 203 554 499 1237 413 117 181 547 4207 595 431 25 879 35 54 52 20 1159 347 182 1439 43 2343
internal_value=0 145.854 -349.729 -3746.82 -8370.41 -5138.19 -14723 -29294.2 -1622.7 -628.693 -6458.96 9838.05 550.315 3375.34 -7858.45 6052.98 5296.15 9325.31 175.027 27909.7 5408.27 39981.6 70712.2 -69854.7 -2282.95 -7383.19 -12796.2 886.838 39282.4 3359.06
internal_weight=0 158354 71161 11079 4428 3760 1009 548 2751 2703 1736 967 87193 12656 2436 10220 9997 5595 4402 1388 466 223 106 201 2235 1688 1341 4377 922 3782
internal_count=4073804 158354 71161 11079 4428 3760 1009 548 2751 2703 1736 967 87193 12656 2436 10220 9997 5595 4402 1388 466 223 106 201 2235 1688 1341 4377 922 3782
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=31
num_cat=0
split_feature=2 0 1 6 0 4 0 4 7 1 6 6 0 6 6 6 4 6 6 4 4 6 6 3 1 0 0 1 7 0
split_gain=3.17978e+11 5.18009e+12 5.13591e+12 1.57604e+13 1.43172e+13 1.39252e+13 1.83525e+13 1.65739e+13 1.50679e+13 1.43656e+13 2.65732e+13 1.38411e+13 1.30133e+13 2.16886e+13 2.71137e+13 1.17492e+13 1.0801e+13 1.64836e+13 1.93169e+13 1.80778e+13 1.07035e+13 3.32436e+13 1.5867e+13 1.05111e+13 1.04579e+13 3.17685e+13 9.04237e+13 9.49485e+13 6.79391e+13 9.97409e+13
threshold=36.000000000000007 55.214863500000007 37.804148700000006 80.720000000000013 55.676890650000011 23.500000000000004 55.685785750000008 22.500000000000004 6.0000000000000009 37.897576350000001 56.505000000000003 56.805000000000007 55.685785750000008 98.020000000000024 89.00500000000001 112.00500000000001 18.500000000000004 61.025000000000006 45.305000000000007 19.500000000000004 13.500000000000002 48.410000000000004 61.025000000000006 8.5000000000000018 37.729575300000008 55.685785750000008 55.667390500000003 37.755233900000007 6.0000000000000009 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -7 8 -6 10 -8 -4 13 14 -5 -14 20 18 -18 -20 21 -10 -22 -9 -3 26 28 -28 -26 -30
right_child=-2 2 3 12 5 6 9 23 16 -11 -12 -13 15 -15 -16 -17 17 -19 19 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=29278.904327799479 7.7403284152168297 -239.5786055061487 -20294.539014862807 -34961.195957485463 898.27771992200144 50710.285835597831 -15894.483094001538 55028.096976186003 -32271.966772830849 -10362.258775535965 -130739.73533135776 -113076.4276538086 -14050.00006037845 24553.30091869213 -169475.30794306216 47156.860700757577 23978.154311116537 76470.45710523201 16260.220009765626 -72792.341166715807 -10109.446091368383 34035.031092894817 -37939.803118301024 10569.109386877113 -2695.5350290490665 4036.1605056576113 -25482.089157629402 2400.0574185934661 83048.309510106948 11049.416933261809
leaf_weight=60 3783399 239384 82 43 11929 46 66 83 132 1061 29 20 632 27 23 33 144 33 40 53 1225 177 246 148 5458 21173 2718 2218 206 2916
leaf_count=60 3783399 239384 82 43 11929 46 66 83 132 1061 29 20 632 27 23 33 144 33 40 53 1225 177 246 148 5458 21173 2718 2218 206 2916
internal_value=0 -100.841 -106.912 -1833 -1145.09 -897.951 -11233.1 -23.7194 -462.738 -13698 -50952.5 -38487.1 -15912.6 -50949.7 -81837.3 -11012.7 -8382.52 10254.8 1034.89 -34490.2 -11209.5 5709.71 -14763.6 26543.6 -4.4325 1618.28 -2169.37 -12953.2 4034.48 15800.1
internal_weight=0 290405 290345 16272 15514 15412 1202 14210 13979 1156 95 102 758 93 66 665 2050 270 237 93 1780 309 1471 231 274073 34689 13516 4936 8580 3122
internal_count=4073804 290405 290345 16272 15514 15412 1202 14210 13979 1156 95 102 758 93 66 665 2050 270 237 93 1780 309 1471 231 274073 34689 13516 4936 8580 3122
is_linear=0
shrinkage=0.1


Tree=4678
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 4 7 0 3 0 6 0 7 4 0 4 6 6 0 6 6 6 3 0 0 6 6 6 6 6
split_gain=3.22932e+11 7.11113e+12 1.15627e+13 1.80975e+14 2.30639e+13 6.28113e+13 4.58805e+13 1.00477e+14 4.66733e+13 2.80272e+13 3.1134e+13 2.26851e+13 2.19097e+13 1.83142e+13 1.66935e+13 3.64431e+13 1.65063e+13 1.64943e+13 2.77062e+13 2.50704e+13 2.00508e+13 2.52695e+13 9.06431e+13 1.98376e+13 7.97547e+13 1.77564e+13 4.36162e+13 3.27232e+13 2.18199e+13 1.59725e+13
threshold=38.166910000000009 38.247071200000008 8.5000000000000018 6.5000000000000009 15.500000000000002 14.500000000000002 6.0000000000000009 55.840017500000009 5.5000000000000009 56.288960650000007 56.505000000000003 55.579943700000008 6.0000000000000009 21.500000000000004 56.288960650000007 18.500000000000004 77.565000000000012 70.50500000000001 55.82518790000001 73.41500000000002 54.410000000000004 59.025000000000013 6.5000000000000009 56.324067350000007 55.922096200000006 33.805000000000007 30.025000000000002 37.705000000000005 52.610000000000007 93.050000000000011
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 16 5 6 11 -8 -9 -7 -11 -4 13 14 29 -16 -2 18 -13 23 25 22 -22 24 -19 26 -20 -27 -29 -6
right_child=1 -3 4 -5 12 9 7 8 -10 10 -12 17 -14 -15 15 -17 -18 19 20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=44.049376510701194 550.73779902340891 -6.3416052920160224 709.27597405773213 254510.62804129464 -3980.5436277808217 -36645.14506667565 -82197.393607954553 47224.019677734381 218018.68398437501 -67520.924259159481 -221496.05833333335 -22795.101565236429 -11115.310063278712 15185.882076054151 60495.348103318531 -59449.548271780302 -29861.826647482285 -35454.351278831848 -74651.574518112917 -18993.624327051246 159121.37284288194 5460.2110297936233 -88556.488423295465 -13519.683580280172 -278078.67875000002 -59646.178525272495 103319.31947265625 10089.838331526746 -55691.259401448573 51557.840330188686
leaf_weight=1181580 7195 2876335 1233 28 2255 58 33 32 32 29 24 1142 1308 1039 109 33 183 42 21 211 45 173 22 29 20 124 40 316 60 53
leaf_count=1181580 7195 2876335 1233 28 2255 58 33 32 32 29 24 1142 1308 1039 109 33 183 42 21 211 45 173 22 29 20 124 40 316 60 53
internal_value=0 -17.9958 -2127.72 759.403 -4648.29 -10596.7 -8296.47 59538.7 132621 -84679.6 -137246 -10188.4 -77.5686 4060.4 -657.715 32620.8 -203.599 -16173.6 -12794.3 -37915.2 1464.06 25653.5 77794.3 -81788.2 -113720 -8884.35 42050.7 -15098.4 -407.145 -2705.18
internal_weight=0 2.89222e+06 15889 7406 8483 3686 3575 97 64 111 53 3478 4797 3489 2450 142 7378 2245 1943 302 801 240 67 91 62 561 61 500 376 2308
internal_count=4073804 2892224 15889 7406 8483 3686 3575 97 64 111 53 3478 4797 3489 2450 142 7378 2245 1943 302 801 240 67 91 62 561 61 500 376 2308
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=31
num_cat=0
split_feature=0 3 1 1 1 4 6 5 1 1 1 3 4 1 0 4 6 6 7 6 6 3 6 6 5 6 3 6 4 6
split_gain=3.19094e+11 1.45961e+12 1.56186e+12 5.8341e+12 5.69108e+12 5.14708e+12 2.83612e+12 2.77988e+12 4.01324e+12 2.57682e+12 9.69577e+12 5.90478e+12 2.32482e+12 2.97443e+12 3.12366e+12 2.96364e+12 4.55288e+12 5.21525e+12 4.17104e+12 4.25969e+12 3.1485e+12 3.00501e+12 4.93474e+12 1.00695e+13 1.13125e+13 9.98338e+12 1.17304e+13 1.56559e+13 3.25182e+13 2.76361e+13
threshold=61.78914120000001 16.500000000000004 39.749243900000003 36.049731800000011 39.843340650000009 5.5000000000000009 32.005000000000003 3.5000000000000004 39.803839700000005 40.377616600000003 39.939672500000007 4.5000000000000009 2.5000000000000004 34.382014200000008 63.565651350000003 3.5000000000000004 51.405000000000008 94.02500000000002 6.0000000000000009 66.50500000000001 46.420000000000009 1.5000000000000002 73.00500000000001 78.605000000000004 3.5000000000000004 81.705000000000013 5.5000000000000009 99.050000000000011 5.5000000000000009 92.02500000000002
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 12 5 6 -4 8 -7 10 11 -6 -2 15 -15 16 20 18 19 -18 -14 -17 -23 24 -24 -25 27 28 29 -27
right_child=1 -3 4 -5 9 7 -8 -9 -10 -11 -12 -13 13 14 -16 21 17 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=2.3453886685097816 3239.3229611455181 19788.98186306424 -4438.3611550071028 -28064.030559346764 -19620.34812563004 9053.4051568188715 35016.730087798496 40349.586054687505 -17705.104086343345 -97.114919993653515 -65191.884051724141 28604.017814316863 -5876.2398056571365 -18876.445326974052 -1587.0829727172852 -6547.3432394159863 -21276.722789530853 26084.856045386907 11860.122578938803 -57896.119306848414 25607.471141387199 -786.90909983011852 64704.20566345215 -55358.561082175926 -20573.822061011906 -39050.461171875002 -32392.901503537738 -13957.727280405406 130093.43243408203 88921.937789351854
leaf_weight=4045394 931 36 22 83 62 206 106 20 77 21318 29 43 141 210 208 765 98 21 24 47 41 3583 60 27 21 45 53 74 32 27
leaf_count=4045394 931 36 22 83 62 206 106 20 77 21318 29 43 141 210 208 765 98 21 24 47 41 3583 60 27 21 45 53 74 32 27
internal_value=0 -333.968 -359.499 -1721.75 44.5771 11421.9 28235.4 4319.14 1772.82 -184.008 -14007.9 128.678 -1380.55 -2165.86 -10273.1 -1495.99 -10087.2 -20914.8 -26755 -33146.5 1216.24 -814.119 304.167 11836.1 42595.1 2179.2 8904.4 21200.8 46217.4 8939.19
internal_weight=0 28410 28374 6491 21883 431 128 303 283 21452 134 105 6408 5477 418 5059 372 190 169 145 182 4687 3922 339 81 258 231 178 104 72
internal_count=4073804 28410 28374 6491 21883 431 128 303 283 21452 134 105 6408 5477 418 5059 372 190 169 145 182 4687 3922 339 81 258 231 178 104 72
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=31
num_cat=0
split_feature=2 1 7 1 0 0 6 1 0 0 6 4 3 6 3 3 3 0 4 4 6 3 0 6 6 4 4 3 4 4
split_gain=3.02495e+11 2.56334e+12 1.15488e+13 1.8279e+13 2.42378e+13 1.57183e+14 3.14056e+13 2.05542e+13 2.00886e+13 3.96097e+13 5.29502e+13 4.84151e+13 4.5496e+13 4.20564e+13 2.54801e+13 3.55527e+13 2.13289e+13 5.36507e+13 5.61575e+13 3.43262e+13 3.2764e+13 2.46238e+13 2.41927e+13 3.70866e+13 4.61511e+13 2.2603e+13 2.12745e+13 2.08341e+13 1.87876e+13 2.28864e+13
threshold=451.00000000000006 37.71815560000001 6.0000000000000009 37.740454950000007 55.579943700000008 55.595177750000005 59.505000000000003 37.729575300000008 55.866549750000011 55.775215600000003 49.010000000000012 8.5000000000000018 11.500000000000002 79.710000000000022 3.5000000000000004 9.5000000000000018 2.5000000000000004 55.743464250000009 22.500000000000004 16.500000000000004 72.50500000000001 18.500000000000004 55.676890650000011 49.895000000000003 62.995000000000012 24.500000000000004 22.500000000000004 2.5000000000000004 24.500000000000004 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 -1 3 4 -3 6 -6 -8 9 16 12 -12 27 14 -13 -16 17 19 -19 22 -21 25 -7 -24 -25 -18 -10 -11 -23 -30
right_child=-2 2 -4 -5 5 8 7 -9 26 10 11 13 -14 -15 15 -17 21 18 -20 20 -22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=-104.5126348905217 -12.168574868469435 -4138.3597332222253 -817.90449898983843 412.3127173963677 57263.704299276338 9238.4619913832721 77408.305119243421 172694.19233878001 374.82097514344497 25705.434568405151 4405.3599363823159 24557.284595070421 81529.890975560906 -62016.28223505435 122869.16036416333 48533.570405273436 7594.6925181907154 -40277.586811792571 -220556.85750000004 19608.346578176399 144544.21018318966 -83345.630607096362 -5144.5248760516833 -142946.23493464544 -9715.5640174278851 50244.433159217544 -63944.421029897843 -8310.1623239532928 52027.903798828127 -42550.262769586268
leaf_weight=392867 3396489 2807 70735 199814 122 425 38 56 4653 256 173 71 78 23 155 110 3382 127 20 76 29 48 247 52 52 129 52 607 40 71
leaf_count=392867 3396489 2807 70735 199814 122 425 38 56 4653 256 173 71 78 23 155 110 3382 127 20 76 29 48 247 52 52 129 52 607 40 71
internal_value=0 61.021 289.649 656.228 4162.79 6263.52 90734.1 134174 4585.92 8338.6 22646.6 47862.3 8390.71 68803.9 77758.9 92012.9 3852.51 -8878.54 -64805.4 453.18 54114.4 7418.59 -6807.69 -26236.8 -76330.9 9161.72 -336.04 1780.21 -31072.6 -8468.04
internal_weight=0 677315 284448 213713 13899 11092 216 94 10876 6171 1473 532 941 359 336 265 4698 1028 147 881 105 3670 776 351 104 3511 4705 863 159 111
internal_count=4073804 677315 284448 213713 13899 11092 216 94 10876 6171 1473 532 941 359 336 265 4698 1028 147 881 105 3670 776 351 104 3511 4705 863 159 111
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 1 1 1 3 4 4 4 3 6 3 3 1 4 6 4 1 6 4 6 3 1 6 3 4 7
split_gain=3.2854e+11 5.20907e+12 4.86687e+13 4.28393e+13 3.97692e+13 3.89571e+13 1.02413e+14 6.93562e+13 4.53039e+13 5.26045e+13 4.83672e+13 6.69271e+13 4.44807e+13 4.26418e+13 4.3158e+13 3.89795e+13 3.71537e+13 3.18268e+13 3.07348e+13 3.68552e+13 3.15376e+13 3.12674e+13 2.8222e+13 2.79468e+13 4.99967e+13 2.72865e+13 2.72049e+13 2.69234e+13 4.52789e+13 3.41452e+13
threshold=36.000000000000007 55.676890650000011 55.685785750000008 37.780517050000007 4.5000000000000009 37.682335600000009 37.586700500000006 37.618684050000006 20.500000000000004 19.500000000000004 18.500000000000004 17.500000000000004 13.500000000000002 59.815000000000005 13.500000000000002 7.5000000000000009 37.543519500000009 8.5000000000000018 44.820000000000007 12.500000000000002 37.534144550000008 60.305000000000007 24.500000000000004 40.905000000000008 13.500000000000002 37.729575300000008 43.905000000000008 7.5000000000000009 18.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 8 15 9 10 11 13 -12 14 -6 17 -15 -8 -3 -20 21 -21 -11 -17 -25 -22 -19 28 -7 -29
right_child=-2 2 -4 -5 5 27 7 -9 -10 22 12 -13 -14 16 -16 23 -18 26 19 20 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=588.07991759887079 7.8678361244344206 14840.26761638859 -129.96567474327716 -25419.953546171313 -40707.135622308851 -30248.982648405479 -135353.88576738912 -33692.323226067958 -123193.30100097657 52175.477088758686 -221601.74505208337 112513.11121002906 -24184.4660625 -16307.309628634983 63876.514701807784 -84108.267013549805 59921.779179687495 -58994.449493018619 -18621.187283941104 -114857.80850183824 40895.883025203409 25209.107421875 -28650.707429108799 -233851.40944213868 -57080.483902994791 -23657.448118954613 70118.807750000007 18287.994399679355 84491.543053209462 -22156.921375038932
leaf_weight=109816 3783399 929 173993 637 479 488 31 624 32 216 21 43 25 144 43 64 115 47 1043 34 297 30 54 48 24 84 25 681 37 301
leaf_count=109816 3783399 929 173993 637 479 488 31 624 32 216 21 43 25 144 43 64 115 47 1043 34 297 30 54 48 24 84 25 681 37 301
internal_value=0 -102.502 -434.312 438.087 -9320.71 -16069.1 -25094 -51236.9 -5843.76 -2549.73 -14516.6 -8945.65 -114310 -15632.9 -32092 -97043.8 17539.6 -50638.2 568.75 -8341.36 15752.7 -49201.4 36010.2 -132189 -174928 26663.7 -14163.5 -3882.17 -22162.5 5890.93
internal_weight=0 290405 179952 110453 5959 3542 2035 863 1172 1140 870 824 46 781 522 239 259 103 2417 1488 445 64 270 136 72 381 72 1507 525 982
internal_count=4073804 290405 179952 110453 5959 3542 2035 863 1172 1140 870 824 46 781 522 239 259 103 2417 1488 445 64 270 136 72 381 72 1507 525 982
is_linear=0
shrinkage=0.1


Tree=4682
num_leaves=31
num_cat=0
split_feature=3 4 0 4 2 6 6 6 0 1 6 6 1 1 1 0 1 0 3 0 0 6 6 0 1 1 6 1 0 5
split_gain=3.40269e+11 2.97566e+12 9.42729e+12 8.09368e+12 1.25776e+13 1.09938e+13 9.97107e+12 1.79943e+13 2.36577e+13 1.69874e+13 1.3778e+13 9.67136e+12 9.48752e+12 2.17688e+13 9.98011e+12 9.33328e+12 8.59506e+12 9.05777e+12 7.8886e+12 9.95524e+12 1.99606e+13 1.54063e+13 1.24743e+13 1.05599e+13 9.83796e+12 1.22461e+13 9.40192e+12 2.02656e+13 1.08477e+13 1.6834e+13
threshold=20.500000000000004 22.500000000000004 44.601833250000006 23.500000000000004 2911.0000000000005 33.305000000000007 105.00500000000001 112.00500000000001 55.850146250000009 38.948208550000011 103.03500000000001 138.05000000000004 60.590708550000009 60.571186450000006 60.636764050000004 56.818587550000011 44.064675150000006 54.762682300000009 22.500000000000004 45.047736150000013 45.063245050000006 59.505000000000003 61.025000000000006 55.685785750000008 30.330566300000005 30.370944000000005 90.045000000000016 37.503969450000007 59.933037250000005 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 -3 10 8 -8 -9 16 12 13 -6 15 -14 18 -18 19 22 -21 23 -7 -22 -20 -26 28 -28 -23 -30
right_child=1 3 -4 -5 11 6 7 9 -10 -11 -12 -13 14 -15 -16 -17 17 -19 24 20 21 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3.9297187503617081 45237.569977678577 -11001.212341614864 -2312.7820795274461 106.31482456458232 -7278.6318236180814 14526.8828125 -136084.45638987224 70000.202441406247 5842.60207201087 -31260.037331081083 89804.563609730118 -72536.266914062508 7215.9109049479175 -110595.73433779762 2931.7430841285063 96360.814232336954 13984.472077546296 101551.34561011905 27102.902461255082 94978.145816532255 32125.756418185763 24604.106309066807 -36839.777252906977 3055.6910098234312 -59596.95420581715 -380.12889564244313 37264.771555989588 -92688.965000000011 22453.783559782609 111762.09389523238
leaf_weight=3999853 42 279 5733 63641 706 105 24 30 23 37 22 20 24 21 581 23 27 21 123 31 144 469 86 945 37 622 30 20 46 39
leaf_count=3999853 42 279 5733 63641 706 105 24 30 23 37 22 20 24 21 581 23 27 21 123 31 144 469 86 945 37 622 30 20 46 39
internal_value=0 212.55 -1966.96 397.17 4478.83 7952.73 9788.26 -19195.3 -66630.8 14080.4 10982.4 -3504.82 -2485.9 -10263 6517.23 50840 10350.7 52295 9604.14 13060.2 15460.1 14004 -8601.56 6899.67 1140.83 -3704.9 26813.1 -14716.7 30561.2 63430.5
internal_weight=0 73951 5775 68176 4535 3160 2881 114 47 67 2767 1375 1355 727 628 47 2745 48 2697 1915 1724 1693 191 1089 782 659 604 50 554 85
internal_count=4073804 73951 5775 68176 4535 3160 2881 114 47 67 2767 1375 1355 727 628 47 2745 48 2697 1915 1724 1693 191 1089 782 659 604 50 554 85
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=31
num_cat=0
split_feature=6 1 1 6 4 4 1 0 6 4 4 3 3 0 6 0 4 5 5 3 4 3 3 0 3 6 6 6 6 4
split_gain=3.04493e+11 2.41736e+12 9.72098e+12 1.56624e+13 1.62482e+13 1.78305e+13 1.25542e+13 1.48892e+13 1.52949e+13 1.21212e+13 1.31452e+13 1.14451e+13 2.79995e+13 1.05923e+13 1.10668e+13 1.03654e+13 1.44825e+13 1.28343e+13 1.11513e+13 1.05939e+13 1.02018e+13 8.86204e+12 8.52571e+12 8.13616e+12 7.86331e+12 9.44023e+12 1.44508e+13 1.3385e+13 1.17093e+13 1.03815e+13
threshold=39.305000000000007 30.330566300000005 30.315889700000003 35.305000000000007 14.500000000000002 7.5000000000000009 30.323041000000003 59.898927250000007 39.025000000000013 5.5000000000000009 6.5000000000000009 3.5000000000000004 7.5000000000000009 59.848366150000011 39.025000000000013 59.882709350000006 15.500000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 18.500000000000004 4.5000000000000009 11.500000000000002 59.838047850000002 2.5000000000000004 35.995000000000012 37.005000000000003 36.905000000000008 36.605000000000011 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 2 -1 -4 5 9 13 11 -9 -5 -11 -8 21 -7 22 23 17 19 -18 -17 -20 -13 24 -6 -15 -26 27 28 -27 -28
right_child=-2 -3 3 4 15 6 7 8 -10 10 -12 12 -14 14 -16 16 18 -19 20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=168.09039452895414 -16.034967277376264 10.563888537618858 -549.91788660073667 3611.6980071269822 -4130.3295019983625 -35506.587238875676 12250.240035635965 14903.907622366241 83468.014419642859 -88785.269450827211 2861.0949488146553 156108.1953804348 20188.692910409904 37228.784486809331 -19984.059805549172 71432.958400121235 7644.5322361659801 90334.261105685771 -46969.432949872084 -445.42859375 32370.946726190476 83883.20348257212 76873.452343750003 -51539.071947278477 51380.158363281254 -14047.721447068119 -40704.024065896745 -45222.550173611118 50011.35553385417 30148.614672256099
leaf_weight=47922 3031103 987355 3701 203 764 46 57 462 35 34 29 23 77 138 85 29 926 36 71 70 21 65 24 38 50 89 23 81 42 205
leaf_count=47922 3031103 987355 3701 203 764 46 57 462 35 34 29 23 77 138 85 29 926 36 71 70 21 65 24 38 50 89 23 81 42 205
internal_value=0 46.6132 689.721 4056.86 8636.41 15583.3 19809.4 29350 19732.4 -8280.27 -46598.8 50881.5 64226.8 11048.6 13954.4 2354.04 8426.89 39203 4345.58 20609.9 -28859.1 102760 18378.9 -6376.63 16143.4 10205.1 5526.08 -13267.9 6490.3 23001.2
internal_weight=0 1.0427e+06 55346 7424 3723 1768 1502 719 497 266 63 222 165 783 737 1955 1153 135 1018 99 92 88 652 802 628 490 440 212 131 228
internal_count=4073804 1042701 55346 7424 3723 1768 1502 719 497 266 63 222 165 783 737 1955 1153 135 1018 99 92 88 652 802 628 490 440 212 131 228
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=31
num_cat=0
split_feature=4 6 0 3 5 0 4 0 3 1 1 0 6 4 3 5 4 5 0 1 1 4 3 0 1 1 3 5 1 1
split_gain=2.86219e+11 4.55933e+12 1.67771e+13 3.88531e+13 1.13914e+13 1.68564e+13 1.66456e+13 1.68065e+13 1.23552e+13 1.34088e+13 1.31246e+13 1.19052e+13 1.63557e+13 2.25545e+13 1.87217e+13 1.74753e+13 1.4906e+13 2.47098e+13 1.47158e+13 1.42346e+13 1.41261e+13 1.69623e+13 1.08247e+13 1.09118e+13 1.04789e+13 2.7713e+13 1.74506e+13 1.00642e+13 9.95833e+12 1.08764e+13
threshold=14.500000000000002 149.05000000000004 59.990753350000013 13.500000000000002 4.5000000000000009 56.685611200000004 17.500000000000004 59.950512650000007 14.500000000000002 60.590708550000009 53.187400150000009 53.506098950000009 168.45000000000002 18.500000000000004 16.500000000000004 3.5000000000000004 18.500000000000004 3.5000000000000004 47.295021550000008 39.105193450000009 39.908802000000009 19.500000000000004 20.500000000000004 45.015054600000006 37.534144550000008 37.804148700000006 10.500000000000002 3.5000000000000004 30.205407000000005 37.290808600000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 7 28 9 10 -7 12 13 -8 -15 -16 17 -13 20 -17 21 -14 23 -23 26 -26 -6 -18 -3 -30
right_child=1 2 3 -5 5 8 11 -9 -10 -11 -12 16 18 14 15 19 27 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-17.27228567978835 51.964367660410133 20428.588172590316 -145968.03738425925 5768.7016145833331 38677.062773437501 80324.600510817312 99389.096166701551 62348.389508928572 6842.3436508861942 122252.26316550927 -27426.341640625 28124.443286132813 74913.325830078131 -9395.7853898948597 3781.3778495592946 46964.712557870371 -13225.166662700236 -80075.704901713718 60472.638500976565 158272.28089843752 -92194.539804687505 12280.595326450893 8048.2200913373163 -62932.859173387093 103509.54542100696 1007.0482958898862 -74387.340865734019 9872.7930413208014 -54728.033004439509 -15649.943998493354
leaf_weight=2859571 1210127 71 27 45 20 26 42 28 67 27 20 32 24 107 39 27 357 62 32 20 20 28 102 62 27 1142 43 400 76 1133
leaf_count=2859571 1210127 71 27 45 20 26 42 28 67 27 20 32 24 107 39 27 357 62 32 20 20 28 102 62 27 1142 43 400 76 1133
internal_value=0 40.677 -3285.96 -51132.6 -2431.98 4970.01 -6246.98 -14292.5 37851.1 66311.3 33476.4 1525.16 13721.8 32978.6 18526.5 53267.1 -5683.88 -43241.6 -3163.84 94329.6 -11792.5 -4347.88 -14255.5 -39533.1 1233.52 3374.51 -38493.9 -1020.17 -15969 -18106.5
internal_weight=0 1.21423e+06 4106 72 4034 1372 2662 1308 140 73 46 1354 503 235 193 86 851 94 268 47 236 216 192 90 1232 1169 63 757 1280 1209
internal_count=4073804 1214233 4106 72 4034 1372 2662 1308 140 73 46 1354 503 235 193 86 851 94 268 47 236 216 192 90 1232 1169 63 757 1280 1209
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=31
num_cat=0
split_feature=3 4 6 6 6 1 6 0 3 1 1 4 0 0 4 1 1 6 3 6 0 2 1 6 0 0 3 1 6 1
split_gain=3.13057e+11 4.47115e+12 8.61649e+12 8.08551e+12 3.67681e+13 3.17722e+13 3.46912e+13 2.38268e+13 3.91208e+13 1.73126e+13 2.75722e+13 1.86089e+13 1.50246e+13 1.461e+13 1.83383e+13 1.34963e+13 1.18393e+13 1.12614e+13 1.57687e+13 2.29396e+13 2.4916e+13 2.34984e+13 2.20631e+13 2.62127e+13 2.70654e+13 2.19067e+13 2.83596e+13 2.59242e+13 2.09041e+13 1.81131e+13
threshold=9.5000000000000018 12.500000000000002 32.410000000000004 134.05000000000004 156.15000000000003 65.493200550000012 149.05000000000004 43.051287600000009 11.500000000000002 39.703507450000011 38.893394150000006 11.500000000000002 45.040161900000008 56.818587550000011 11.500000000000002 30.624707450000006 55.957851400000003 105.00500000000001 10.500000000000002 128.05000000000004 55.737027400000009 3999.0000000000005 38.109452700000006 108.05000000000001 44.895258050000002 59.939085000000013 11.500000000000002 47.256487700000001 110.01500000000001 60.636764050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 -6 -9 10 11 15 -12 16 -15 -5 -11 -4 22 20 28 -21 23 -19 -25 26 -22 -28 -20 -24
right_child=1 -3 3 4 7 6 -8 8 -10 13 12 -13 -14 14 -16 -17 -18 18 19 21 25 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=13.776524240117238 4732.2765856184606 37.884073787065482 -733.13752640318899 13356.899147727274 71867.401512096782 39252.700108781646 162671.95332031252 -8447.5833934578604 -111645.96604420732 -3457.5300000871935 144834.4356640625 55236.309014423081 36033.783957741478 112373.74124644886 -16743.079314630682 -100145.45984375 -67756.484168836803 -131169.83457661289 47279.268389365461 128459.70761718751 -17263.043333040732 6313.7549587673611 1448.7479619865283 -128711.62330729168 -13590.611552912304 26603.854857336959 -195905.15696614585 -56098.06898328993 -1703.1854368660502 -27193.514363662976
leaf_weight=3266945 2899 696578 104588 22 31 79 32 353 41 140 30 39 22 22 22 20 36 31 110 28 89 36 566 24 137 46 21 36 419 362
leaf_count=3266945 2899 696578 104588 22 31 79 32 353 41 140 30 39 22 22 22 20 36 31 110 28 89 36 566 24 137 46 21 36 419 362
internal_value=0 -55.7807 -647.404 -792.64 8704.61 28168.1 74833 -12544.9 -19186.5 13494.4 41977 5495.79 98803.4 -3724.6 47815.3 -40691.8 -16609.6 -871.922 -8491.46 2375.9 -2717.18 59752.6 -16108.3 -46964.9 -30751.5 -33573.8 -52533.9 -107606 8482.2 -9724.2
internal_weight=0 806859 110281 107382 889 464 111 425 394 353 133 81 52 220 44 42 176 106493 1905 785 721 64 1120 192 161 192 146 57 529 928
internal_count=4073804 806859 110281 107382 889 464 111 425 394 353 133 81 52 220 44 42 176 106493 1905 785 721 64 1120 192 161 192 146 57 529 928
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=31
num_cat=0
split_feature=6 0 0 4 0 0 0 3 3 5 5 0 4 3 2 0 3 5 0 3 0 0 5 3 4 0 1 4 1 1
split_gain=3.07978e+11 1.34458e+12 2.34185e+12 4.30291e+12 2.31286e+12 2.02324e+12 3.65571e+12 9.1996e+12 2.3646e+12 1.96367e+12 1.88024e+12 1.02039e+13 4.14208e+12 8.97814e+12 9.49906e+12 3.30633e+12 1.15337e+13 1.25199e+13 1.88577e+12 1.76833e+12 5.71037e+12 4.48013e+12 1.04726e+13 7.66048e+12 1.10289e+13 6.50963e+12 6.09973e+12 6.2664e+12 5.68112e+12 4.76371e+12
threshold=247.90000000000001 56.020150250000007 56.148747500000006 6.5000000000000009 55.93962770000001 55.850146250000009 55.783232450000007 4.5000000000000009 2.5000000000000004 2.5000000000000004 5.5000000000000009 44.046956350000009 10.500000000000002 3.5000000000000004 2911.0000000000005 55.702806750000008 3.5000000000000004 1.5000000000000002 55.660117850000006 3.5000000000000004 56.288960650000007 57.14107305000001 4.5000000000000009 7.5000000000000009 12.500000000000002 56.850115550000005 30.345769800000003 8.5000000000000018 56.805602900000004 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 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 10 -8 -7 -6 15 -12 13 14 -13 18 -17 -18 -2 -4 -21 23 26 25 -25 -22 29 -28 -29 -23
right_child=1 2 19 -5 9 8 7 -9 -10 -11 11 12 -14 -15 -16 16 17 -19 -20 20 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.77006773111005777 773.9195551992002 56346.571622721356 7868.4413731686145 697.7731060606061 1101.8230670797413 46764.072863769536 -65146.168318965523 12055.099668560608 3430.8592658547796 -33450.774280427628 34179.798036317567 -54928.032649739587 3949.3082552083333 -85763.736335358801 38385.813750000001 -26148.724425551471 -9539.3024541440227 85989.557306985298 -29350.11123511905 -52630.018322172626 -26005.903706597222 228.76168154761905 -57464.447142857141 102304.00930989585 -1456.786630859375 34750.01845366379 -36132.288246093747 -8773.7923032407398 49700.089648437504 66104.505434782608
leaf_weight=4070611 1991 24 369 33 29 20 29 33 34 38 37 24 30 27 20 34 23 34 21 21 45 21 35 21 20 29 50 54 24 23
leaf_count=4070611 1991 24 369 33 29 20 29 33 34 38 37 24 30 27 20 34 23 34 21 21 45 21 35 21 20 29 50 54 24 23
internal_value=0 981.726 4625.04 24128.8 -174.095 346.699 -101.937 -24055.2 19480.2 -18495.2 560.759 -10746.7 -27204.9 -40368.7 -12512.6 1302.76 19947.1 47442.8 459.504 3063.64 -2105.37 1189.72 -7602.15 17015.1 51689 -2196.15 2544.25 -8496.85 9218.17 34663.8
internal_weight=0 3193 769 57 2424 2357 2303 62 54 67 2241 138 101 71 44 2103 91 57 2012 712 343 322 207 115 41 74 172 128 78 44
internal_count=4073804 3193 769 57 2424 2357 2303 62 54 67 2241 138 101 71 44 2103 91 57 2012 712 343 322 207 115 41 74 172 128 78 44
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 6 0 4 6 1 0 0 4 6 0 6 1 1 0 6 0 0 6 6 1 4 4 1 0
split_gain=3.01558e+11 3.62702e+12 1.0884e+13 3.12353e+13 3.19324e+13 5.38958e+13 3.20318e+13 2.03253e+13 1.87273e+13 1.82078e+13 1.66636e+13 1.49749e+13 1.90134e+13 3.78037e+13 2.01452e+13 1.48744e+13 1.45906e+13 1.41309e+13 1.39145e+13 2.11572e+13 1.81931e+13 1.79353e+13 7.80795e+13 2.62356e+13 2.45283e+13 2.01284e+13 1.37055e+13 1.54863e+13 2.45015e+13 3.55689e+13
threshold=60.571186450000006 53.67029225000001 54.810424650000009 56.067362750000008 56.02161850000001 5.5000000000000009 79.710000000000022 55.183288250000011 2.5000000000000004 89.00500000000001 59.317422600000008 53.379556850000007 52.07762420000001 14.500000000000002 86.920000000000016 55.710673100000008 64.015000000000015 54.62357655000001 59.999510900000011 54.94110555000001 116.05000000000001 55.007293000000011 55.012912000000007 84.00500000000001 49.895000000000003 60.307188350000011 11.500000000000002 14.500000000000002 55.90712030000001 54.724612400000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 18 -4 16 11 12 13 -3 -14 -10 -9 -13 20 -20 -6 23 24 -21 -23 -24 -19 -28 -29 -30
right_child=-2 2 3 -5 7 6 -8 9 15 -11 -12 17 14 -15 -16 -17 -18 26 19 21 -22 22 25 -25 -26 -27 27 28 29 -31
leaf_value=13.596901827774046 40.216133497912409 14768.913410269717 3848.9625179712889 -391.96202030919113 -4364.049172478969 -41259.660764686101 -152128.18431919644 -14435.664794514227 -11334.917818875678 77204.84914062501 -28706.364119202612 -5115.5600217725732 -4210.9514335585445 -4442.4946434039066 -30478.690462249659 -39475.733057291669 -51781.236079101567 3112.6103354155402 92348.591117037271 -17617.609550344576 -95431.093039772735 47387.680128636857 1280.8046679066815 88956.719433593753 145773.32121527777 70104.172292877905 -5473.7716466603388 14434.997472572919 -8566.0041181535507 3322.0172389543136
leaf_weight=2590282 1279102 1674 732 122929 7709 376 28 816 1137 20 193 3081 8015 2639 303 225 120 31832 26 615 22 58 3618 24 45 43 4427 1292 3507 8914
leaf_count=2590282 1279102 1674 732 122929 7709 376 28 816 1137 20 193 3081 8015 2639 303 225 120 31832 26 615 22 58 3618 24 45 43 4427 1292 3507 8914
internal_value=0 -18.4064 -423.933 -927.093 -5140.18 -15502.7 -48943.6 -3166.6 -9050.81 -17206.2 634.242 720.454 -2374.03 3014.01 -5167.81 -15983.7 -19223.6 1457.2 -2062.83 2406.39 -4623.2 1875.28 4504.97 -13614.8 90371.7 2089.16 1862.44 -331.361 1328.78 -34.4992
internal_weight=0 2.7947e+06 204420 138543 15614 2498 404 13116 2094 956 65877 65684 12631 4313 8318 1362 936 53053 12160 4429 7731 4403 3764 639 103 3661 49972 18140 13713 12421
internal_count=4073804 2794702 204420 138543 15614 2498 404 13116 2094 956 65877 65684 12631 4313 8318 1362 936 53053 12160 4429 7731 4403 3764 639 103 3661 49972 18140 13713 12421
is_linear=0
shrinkage=0.1


Tree=4688
num_leaves=31
num_cat=0
split_feature=6 6 4 1 3 1 1 7 0 4 3 0 4 0 5 4 4 1 5 3 3 1 4 4 6 6 1 1 4 4
split_gain=3.04715e+11 3.8952e+12 1.20346e+13 3.9984e+13 3.07347e+13 5.03647e+13 2.65564e+13 6.34505e+13 1.12488e+14 6.88179e+13 5.11433e+13 9.36469e+13 4.91244e+13 4.38482e+13 3.81987e+13 5.88638e+13 2.04162e+13 1.93291e+13 1.97794e+13 2.08959e+13 1.87855e+13 2.0047e+13 1.8009e+13 1.79175e+13 1.77068e+13 1.72892e+13 3.13747e+13 1.78435e+13 2.87237e+13 1.67498e+13
threshold=77.010000000000005 74.015000000000015 12.500000000000002 37.682335600000009 15.500000000000002 37.71815560000001 37.600779750000008 6.0000000000000009 55.753967500000009 14.500000000000002 12.500000000000002 55.783232450000007 23.500000000000004 55.883833400000007 2.5000000000000004 15.500000000000002 14.500000000000002 37.618684050000006 2.5000000000000004 8.5000000000000018 10.500000000000002 37.649344350000007 26.500000000000004 18.500000000000004 75.010000000000005 74.615000000000009 37.71815560000001 37.740454950000007 24.500000000000004 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 -1 -3 6 5 22 -4 8 12 -10 11 -11 17 20 -9 16 -16 -8 19 -19 21 -13 24 -20 -5 -6 -27 28 -28 -17
right_child=-2 2 3 4 25 -7 7 14 9 10 -12 13 -14 -15 15 29 -18 18 23 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.7601361980840915 74.947337843804704 407.57474564892448 967.12477988164164 -63038.204756635154 -12760.373169870431 -5267.8058400360314 18756.841124275663 21965.490213285811 -39318.339720394739 295546.21724137932 20668.701903409092 139400.64128687241 142998.87691915763 -18649.938108473558 -67711.759765625 -2594.1180772358343 -186198.66165865387 -46983.306510416674 -32124.447049328512 87133.542341965891 205554.13808593751 50870.508803353659 50760.249715909093 -128410.61577785328 -24062.612578582764 59546.178886583126 25613.523570667618 6350.2151202419218 -67570.084822100907 -89948.748111979163
leaf_weight=3514705 478729 44238 11415 214 541 19217 151 257 38 29 55 68 23 26 33 257 26 21 121 26 23 41 22 23 256 108 55 2979 83 24
leaf_count=3514705 478729 44238 11415 214 541 19217 151 257 38 29 55 68 23 26 33 257 26 21 121 26 23 41 22 23 256 108 55 2979 83 24
internal_value=0 -9.98017 -698.328 -2052.33 -4494.98 -6076.66 2478.05 16364.7 38109.9 85790.4 105436 130367 1533.09 100049 -7128.95 -29120.9 -119926 -7980.69 -29118.7 27209 123429 106100 -37669.7 -47503.5 -41808.9 3782.62 6557.74 4721.76 -30431.7 -10055
internal_weight=0 3.59508e+06 80370 36132 23475 19709 12657 1242 645 280 242 187 365 158 597 340 59 342 191 47 132 109 492 144 470 3766 3225 3117 138 281
internal_count=4073804 3595075 80370 36132 23475 19709 12657 1242 645 280 242 187 365 158 597 340 59 342 191 47 132 109 492 144 470 3766 3225 3117 138 281
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=31
num_cat=0
split_feature=2 6 6 4 4 7 0 0 6 0 4 6 1 1 4 0 0 4 4 5 0 0 4 7 0 6 0 0 0 0
split_gain=3.20051e+11 4.83784e+12 2.00032e+13 4.4562e+13 5.87494e+13 7.07258e+13 4.23386e+13 3.62592e+13 5.8099e+13 3.04387e+13 2.80621e+13 2.79486e+13 2.63661e+13 4.16849e+13 9.06728e+13 7.87488e+13 2.11674e+14 3.54108e+13 3.30875e+13 6.60366e+13 6.56009e+13 5.53092e+13 3.91519e+13 3.6097e+13 4.25201e+13 4.23877e+13 3.30487e+13 3.18543e+13 5.23079e+13 2.67747e+13
threshold=36.000000000000007 36.905000000000008 38.010000000000012 6.5000000000000009 8.5000000000000018 6.0000000000000009 55.737027400000009 55.775215600000003 37.505000000000003 55.806294650000005 7.5000000000000009 37.995000000000012 37.682335600000009 37.631035900000008 15.500000000000002 55.834019500000004 55.806294650000005 12.500000000000002 9.5000000000000018 1.5000000000000002 55.60524465000001 55.81943720000001 19.500000000000004 6.0000000000000009 55.876067900000002 37.005000000000003 55.568628050000008 55.759969450000007 55.783232450000007 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -3 8 -8 -9 -5 -12 13 18 17 16 -16 -15 19 20 -6 27 23 -20 25 -25 -27 -22 -29 -28
right_child=-2 2 -4 4 12 -7 7 9 -10 -11 11 -13 -14 14 15 -17 -18 -19 22 -21 21 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=841.4142254720233 7.7655163828067009 -677.61730649834442 -50.233141562403098 163246.75140713781 9803.1158132178152 -27486.791632699274 -53721.636373546513 34789.887158868252 -236875.98181573275 -74638.11441566782 -2329.2083928571428 121526.36644736843 3022.3791867500327 -11160.886159614247 -53651.900409116119 -7648.3649290589083 -299696.53173076926 43141.801301700369 -2700.0180163087502 128.88174046887568 -81376.876840185942 -14453.199196118987 -14417.308838404058 49945.765940993399 102976.35094339623 -16367.547903584025 45310.679084836273 -273396.17343750002 -88143.966026785725 5396.2767631918696
leaf_weight=45854 3783399 151 229977 44 117 69 43 39 29 73 35 38 4070 409 338 261 39 170 4295 573 127 89 1905 246 53 474 235 27 35 590
leaf_count=45854 3783399 151 229977 44 117 69 43 39 29 73 35 38 4070 409 338 261 39 170 4295 573 127 89 1905 246 53 474 235 27 35 590
internal_value=0 -101.169 -277.906 -3870.58 -3022.42 52810.5 -39921 -72126.1 -127492 -36533.7 100165 62143.6 -3761.4 -6527.11 -23869.7 -49872.6 -79104.8 4782.91 -4119.4 -21556.9 -53015.1 -79453 -1954.8 2073.89 14904.9 11883.7 4675.59 -110061 -168818 16765.8
internal_weight=0 290405 244551 14574 14239 186 335 184 72 112 117 73 14053 9983 1217 638 377 579 8766 968 395 278 7798 5893 1598 1545 1299 189 62 825
internal_count=4073804 290405 244551 14574 14239 186 335 184 72 112 117 73 14053 9983 1217 638 377 579 8766 968 395 278 7798 5893 1598 1545 1299 189 62 825
is_linear=0
shrinkage=0.1


Tree=4690
num_leaves=31
num_cat=0
split_feature=4 1 0 4 1 0 3 6 6 7 6 6 3 2 6 5 6 4 5 1 5 6 1 6 6 0 1 3 1 0
split_gain=2.9406e+11 1.70885e+12 6.59133e+12 8.41498e+12 1.14578e+13 1.70779e+13 1.52749e+13 1.50291e+13 1.49527e+13 3.19048e+13 1.5485e+13 2.27731e+13 1.95078e+13 1.50348e+13 1.53546e+13 1.47563e+13 1.78899e+13 1.455e+13 2.82032e+13 2.08233e+13 1.79717e+13 1.92792e+13 1.47555e+13 1.43817e+13 1.29309e+13 1.28844e+13 1.27085e+13 1.20985e+13 1.19314e+13 1.19782e+13
threshold=9.5000000000000018 82.991167100000027 55.007293000000011 15.500000000000002 83.015546400000019 54.998919050000005 4.5000000000000009 36.905000000000008 75.010000000000005 6.0000000000000009 64.805000000000021 54.010000000000012 11.500000000000002 7912.5000000000009 41.505000000000003 3.5000000000000004 122.65000000000002 10.500000000000002 2.5000000000000004 83.689608100000015 1.5000000000000002 57.410000000000004 91.292296250000007 92.02500000000002 30.985000000000003 50.556058150000005 83.086354900000018 13.500000000000002 83.050033500000012 53.341100000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 15 11 13 -12 -6 24 16 -10 18 20 -19 21 -13 -21 -17 -15 -20 -22 -9 -11 -30
right_child=1 2 -4 -5 8 6 7 27 9 28 12 17 -14 14 -16 23 -18 19 25 22 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-28.84427333167093 60.132202242406834 -6054.377684560448 -410.19091446073355 -660.21146070775205 2249.0372312487907 6310.1049953357224 -16132.711452414775 39266.332213467686 8040.9282022843108 -44984.098278808597 -7032.8640837839039 22034.756555989585 30007.441230732686 -21449.706098151932 -10980.857081738433 -16196.156750126591 -38546.344694393389 -12330.510305156815 -64046.757904411759 27620.952414500236 29535.965397598295 142281.896484375 -2467.5989528482087 6529.8762544398569 1617.4159890812937 -1109.6213088928305 11685.95429951494 6699.7851432503048 6326.6272140001474 34081.092797840967
leaf_weight=1892492 1884784 594 246629 21211 8141 1106 77 440 2724 24 3620 30 148 264 2204 675 85 708 34 323 567 24 329 474 3058 751 1345 154 213 576
leaf_count=1892492 1884784 594 246629 21211 8141 1106 77 440 2724 24 3620 30 148 264 2204 675 85 708 34 323 567 24 329 474 3058 751 1345 154 213 576
internal_value=0 25.0251 -198.122 850.044 1966.68 8624.8 13531.6 25434.8 1366.82 6432.29 245.159 1479.36 -5577.99 -483.578 -4509.31 2726.07 6631.2 8005.14 12188.1 -456.084 18586.1 75477.9 12438.2 -6820.93 -215.733 -3835.56 16979.3 30823.2 24475.6 26588.4
internal_weight=0 2.18131e+06 296528 49899 28688 2371 1777 671 26317 4771 21546 17778 3768 13667 5526 3958 2809 4111 2751 1360 1966 54 652 1149 3322 785 1912 594 813 789
internal_count=4073804 2181312 296528 49899 28688 2371 1777 671 26317 4771 21546 17778 3768 13667 5526 3958 2809 4111 2751 1360 1966 54 652 1149 3322 785 1912 594 813 789
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 0 7 0 1 6 6 6 6 6 1 0 0 6 3 6 4 0 6 4 0 6 5 1 0 6
split_gain=3.39558e+11 2.03352e+12 6.20777e+12 6.5315e+12 9.0452e+12 2.28761e+13 1.23454e+13 2.25216e+13 1.7003e+13 2.08843e+13 3.2438e+13 1.32115e+13 1.29152e+13 1.15803e+13 1.05779e+13 2.39901e+13 2.30078e+13 2.57976e+13 1.6091e+13 1.25884e+13 1.29115e+13 1.18269e+13 1.15647e+13 1.74104e+13 1.06956e+13 1.05003e+13 9.96038e+12 9.81863e+12 1.2933e+13 1.29397e+13
threshold=91.292296250000007 92.90968070000001 2.5000000000000004 16.500000000000004 14.500000000000002 56.006509350000009 6.0000000000000009 56.148747500000006 92.791023150000015 77.565000000000012 91.02500000000002 87.395000000000024 96.050000000000011 65.00500000000001 92.865667950000017 55.988910100000005 56.020150250000007 67.00500000000001 4.5000000000000009 149.05000000000004 6.5000000000000009 56.020150250000007 125.02000000000002 10.500000000000002 56.041614100000011 156.15000000000003 1.5000000000000002 91.443676550000006 56.041614100000011 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 6 26 13 8 27 -10 11 -11 -12 -4 18 -16 19 24 25 20 -17 -20 23 -22 -18 -15 -6 -8 29 -29
right_child=1 -3 3 -5 5 -7 7 -9 9 10 12 -13 -14 14 15 16 17 -19 21 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.4933636544275952 -6774.9504806338227 -131.49485681366107 645.05717918594894 -1381.8645027678429 7835.8465511788809 1383.634208498517 -7924.3520843267906 25953.466333007815 -7208.1404572474175 -38841.33003431659 78341.033521569305 -88622.272679632486 -5174.2419747121712 9573.8178500548911 -29952.960223917325 93422.669244003308 63291.582237413204 3422.5284160032566 -218.75046234992055 106237.60192683293 22441.358514763328 -21217.983997406303 -43272.446377840912 106533.26183035714 19186.142959158762 -49980.060224609377 27392.415392232193 -734.59277595244259 -6010.8650592412123 23130.933462536574
leaf_weight=3931467 1100 91155 24473 10621 474 2922 1026 240 1427 214 23 71 95 2255 127 32 108 1135 1949 26 204 311 22 28 112 30 578 415 662 502
leaf_count=3931467 1100 91155 24473 10621 474 2922 1026 240 1427 214 23 71 95 2255 127 32 108 1135 1949 26 204 311 22 28 112 30 578 415 662 502
internal_value=0 151.731 656.156 819.373 1411.84 5936.08 905.195 -3883.17 -5497.78 -12885.2 -32987.4 -51242.9 11104.2 1631.72 5440.92 11942.9 15134.7 9497.35 2874.46 39617.6 33561.2 -3108.47 26019.6 32590.4 40837.9 8791.93 18580.8 -308.14 4640.71 12330.3
internal_weight=0 142337 51182 50082 39461 3974 35487 4675 4435 1830 403 285 118 30812 6339 1794 1667 1355 4545 312 286 2260 254 232 220 2285 1052 2605 1579 917
internal_count=4073804 142337 51182 50082 39461 3974 35487 4675 4435 1830 403 285 118 30812 6339 1794 1667 1355 4545 312 286 2260 254 232 220 2285 1052 2605 1579 917
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=31
num_cat=0
split_feature=2 7 1 6 1 4 4 4 6 0 0 6 4 6 0 6 6 4 1 4 1 0 2 6 6 6 6 4 6 3
split_gain=3.18789e+11 2.04058e+12 1.32966e+13 1.54293e+13 1.05102e+13 1.4506e+13 1.80335e+13 2.32869e+13 2.13547e+13 2.51827e+13 1.61113e+13 1.08705e+13 9.42815e+12 4.04223e+13 1.71781e+13 2.08035e+13 1.33701e+13 1.2815e+13 2.9771e+13 1.60321e+13 1.06632e+13 9.63103e+12 9.36157e+12 9.7699e+12 8.95566e+12 8.76212e+12 1.09968e+13 1.9398e+13 8.67725e+12 8.45087e+12
threshold=3338.0000000000005 6.0000000000000009 55.957851400000003 128.05000000000004 52.061190950000004 26.500000000000004 22.500000000000004 24.500000000000004 82.00500000000001 54.762682300000009 54.73499850000001 80.030000000000015 17.500000000000004 120.05000000000001 55.753967500000009 84.810000000000016 134.05000000000004 18.500000000000004 55.90712030000001 20.500000000000004 55.90712030000001 54.724612400000005 2911.0000000000005 36.005000000000003 87.395000000000024 44.820000000000007 42.605000000000011 23.500000000000004 57.005000000000003 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 4 25 -3 6 12 -8 10 24 11 28 16 14 15 17 -6 18 22 20 -19 -21 23 -14 -10 26 -4 -28 -9 -1
right_child=-2 2 3 -5 5 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=40.256034523843603 33.603930474333794 -197.7122281627459 -6204.9516060706774 64189.914784564397 2460.571527240641 -14898.692652304242 27802.524473926274 3984.2999923564021 52303.682204511089 108722.88641146706 -11196.059594263537 -55090.265384615392 91416.018896484384 -145184.13999999998 -13946.011204564749 58404.46247558594 61104.804488431488 4621.5938577263187 -36241.650441302678 14531.985000465031 27943.388837164806 -26777.76076830487 -1202.5893923123679 13334.159077065677 -18556.905301339288 -1686.5434758125405 1087.1076097735238 -44162.234445789378 21346.011257493763 -5038.7716737571682
leaf_weight=1783657 1667517 592122 3148 33 12253 482 594 799 31 42 580 26 22 20 934 64 39 417 264 84 370 172 768 59 42 5149 170 214 450 3282
leaf_count=1783657 1667517 592122 3148 33 12253 482 594 799 31 42 580 26 22 20 934 64 39 417 264 84 370 172 768 59 42 5149 170 214 450 3282
internal_value=0 -23.287 -179.706 -4058.39 -124.356 2222.01 2679.7 10447 5213.95 47029.4 2621.62 8907.3 1392.01 -3466.83 -2568.18 2218.71 2646.64 550.86 -6912.41 8515.02 15586.1 -13223 2207.63 34541.6 11534.6 -4317.83 -8153.76 -24130 10239.5 30.9276
internal_weight=0 2.40629e+06 619348 8714 610634 18512 18030 2564 1970 115 1855 1275 15466 3174 3154 2220 12292 2156 1113 1043 787 256 849 81 73 8681 3532 384 1249 1.78694e+06
internal_count=4073804 2406287 619348 8714 610634 18512 18030 2564 1970 115 1855 1275 15466 3174 3154 2220 12292 2156 1113 1043 787 256 849 81 73 8681 3532 384 1249 1786939
is_linear=0
shrinkage=0.1


Tree=4693
num_leaves=31
num_cat=0
split_feature=3 6 6 6 1 6 5 5 1 0 4 1 6 2 6 6 6 1 1 1 6 6 6 3 4 3 6 6 6 4
split_gain=3.26392e+11 9.61048e+11 2.08109e+12 1.94753e+12 3.50373e+12 1.68982e+12 5.05993e+12 1.70387e+12 2.69031e+12 4.42133e+12 2.78039e+12 2.75043e+12 3.281e+12 2.29699e+12 1.8756e+12 2.93924e+12 2.58662e+12 2.28255e+12 1.8538e+12 1.72053e+12 1.63031e+12 2.89026e+12 2.48709e+12 4.09307e+12 8.45258e+12 1.45947e+12 1.37408e+12 2.33813e+12 2.35522e+12 2.57889e+12
threshold=31.500000000000004 142.05000000000004 114.05000000000001 97.020000000000024 37.290808600000013 93.050000000000011 2.5000000000000004 2.5000000000000004 37.631035900000008 55.667390500000003 35.500000000000007 37.740454950000007 80.030000000000015 75.000000000000014 66.990000000000023 64.015000000000015 63.005000000000003 37.631035900000008 37.729575300000008 37.729575300000008 50.995000000000012 49.895000000000003 52.330000000000005 35.500000000000007 36.500000000000007 32.500000000000007 62.375000000000007 60.605000000000011 58.755000000000003 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 3 4 -2 7 -7 14 9 -9 13 19 -13 -11 15 16 20 -16 -18 -10 21 -6 -22 24 26 -17 27 28 29 -24
right_child=1 -3 -4 -5 5 6 -8 8 11 10 -12 12 -14 -15 17 25 18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.57424263655839602 33505.64647288603 -15501.304119318183 27831.147031250002 -22794.231433475379 2806.8999231259686 -14959.581283203126 45955.250114746101 14058.538609461633 1873.1263997395833 -55978.339192708343 -1225.5627604166666 1964.0587531429601 -39799.696630859376 -15567.253835227275 33206.59846325386 -8150.6636140522205 7651.7237723214294 3163.9658010771782 46956.14417782738 39003.044861778842 -32414.113038793104 40543.963653273815 30126.152103794648 41982.803911132818 -52582.013293087126 -39649.657307942711 -17721.949955357144 33818.22469429348 -18579.863237208945 -137.95186682807076
leaf_weight=4072128 34 33 30 33 605 25 30 31 24 39 24 87 24 22 41 38 28 66 21 26 29 21 35 20 33 24 35 23 51 144
leaf_count=4072128 34 33 30 33 605 25 30 31 24 39 24 87 24 22 41 38 28 66 21 26 29 21 35 20 33 24 35 23 51 144
internal_value=0 1395.22 1734.59 1249.23 1751.4 1053.05 18266.7 418.075 -6658.91 -18269.3 -30059.4 1706.3 -7065.94 -41403.8 2032.84 810.819 2065.93 14675.6 24496.5 21180.7 962.416 4072.84 -4300.09 -1909.16 -4643.86 -20343.8 849.056 3418.17 378.162 5779.61
internal_weight=0 1676 1643 1613 1580 1546 55 1491 277 116 85 161 111 61 1214 1107 1045 107 49 50 996 626 370 341 321 62 288 253 230 179
internal_count=4073804 1676 1643 1613 1580 1546 55 1491 277 116 85 161 111 61 1214 1107 1045 107 49 50 996 626 370 341 321 62 288 253 230 179
is_linear=0
shrinkage=0.1


Tree=4694
num_leaves=31
num_cat=0
split_feature=6 3 1 6 6 1 6 1 1 0 0 3 1 1 0 1 0 0 5 4 0 1 6 1 0 4 4 0 1 6
split_gain=3.21252e+11 3.62613e+12 1.06143e+13 9.52663e+12 2.00726e+13 1.82791e+13 2.27109e+13 1.6856e+13 1.77266e+13 2.52252e+13 4.28447e+13 2.99086e+13 4.25885e+13 2.77665e+13 1.75152e+13 1.37653e+13 1.22173e+13 2.22396e+13 2.09039e+13 5.38252e+13 1.24948e+13 1.16913e+13 2.00706e+13 1.04045e+13 1.28876e+13 9.45071e+12 9.3939e+12 9.27036e+12 9.02123e+12 1.43793e+13
threshold=92.02500000000002 4.5000000000000009 39.178027400000005 108.05000000000001 106.49500000000002 39.105193450000009 122.65000000000002 39.023883200000007 38.011626600000007 59.882709350000006 59.856552950000008 3.5000000000000004 30.323041000000003 30.303340300000002 50.556058150000005 38.247071200000008 59.950512650000007 60.01610465000001 3.5000000000000004 5.5000000000000009 59.933037250000005 39.069277450000008 156.15000000000003 38.948208550000011 45.085557650000005 4.5000000000000009 7.5000000000000009 45.055912800000009 39.803839700000005 156.15000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 -7 8 9 10 14 16 13 -13 -6 -10 18 26 19 -11 -20 -5 25 -17 -25 -23 -18 -9 29 -4
right_child=1 -3 28 5 7 6 -8 27 15 11 -12 12 -14 -15 -16 23 17 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.0495923364688622 -2753.8649285307547 253.48527632039114 7032.4438367488056 55.525304710850577 -92012.90625 6239.0154882812503 -79078.873948223423 -84630.710130931722 90250.727008928574 -128727.61922940343 -149214.59637096775 -88294.008772786474 -145486.80255208336 45969.64977317633 -20764.561946744794 -38740.96617373512 -12557.467834472656 46197.09442027699 42571.796397569444 56346.432929687508 132563.48899016203 110081.01585648149 -47568.678720238095 572.09513753255203 74732.352413054439 32270.294664207668 -94369.144499999995 -6328.7938244047618 -97.308362362363525 -14664.944252595449
leaf_weight=3893126 16668 104191 3358 13200 38 60 65 54 21 22 31 24 30 43 375 42 32 44 36 55 27 27 21 96 31 37 25 21 41668 336
leaf_count=3893126 16668 104191 3358 13200 38 60 65 54 21 22 31 24 30 43 375 42 32 44 36 55 27 27 21 96 31 37 25 21 41668 336
internal_value=0 -130.352 -653.218 -2075.36 -3597.52 -64.5493 -38126.3 -17028.2 -13503.7 -20160.3 -35830.8 424.51 -46463.6 -2124.8 -27320.1 13893.5 19296.5 -7211.84 38420.3 3468.13 81139.7 293.578 37261.7 4405.35 18674.2 65096.7 -48439.8 -62706.2 322.58 5058.89
internal_weight=0 180678 76487 31125 17715 13410 125 1047 972 782 444 338 97 67 413 190 241 101 140 77 63 13285 85 169 127 64 57 75 45362 3694
internal_count=4073804 180678 76487 31125 17715 13410 125 1047 972 782 444 338 97 67 413 190 241 101 140 77 63 13285 85 169 127 64 57 75 45362 3694
is_linear=0
shrinkage=0.1


Tree=4695
num_leaves=31
num_cat=0
split_feature=2 5 0 3 1 1 6 4 6 6 6 4 4 0 0 6 1 6 0 6 0 4 6 6 1 0 1 3 4 6
split_gain=3.24491e+11 2.47458e+12 7.71192e+12 1.50376e+13 1.49165e+13 1.27908e+13 1.86057e+13 2.54195e+13 1.70222e+13 1.44328e+13 1.32669e+13 1.31551e+13 1.06176e+13 1.04939e+13 1.37792e+13 2.38882e+13 1.84691e+13 1.34382e+13 1.18555e+13 1.10225e+13 9.27141e+12 3.18195e+13 3.00024e+13 1.914e+13 2.60632e+13 1.60101e+13 2.20747e+13 2.53442e+13 2.14718e+13 2.13588e+13
threshold=451.00000000000006 3.5000000000000004 56.115175650000005 5.5000000000000009 38.166910000000009 37.131181300000009 134.05000000000004 5.5000000000000009 114.05000000000001 168.45000000000002 96.050000000000011 11.500000000000002 9.5000000000000018 56.228352100000002 56.385857200000011 75.010000000000005 38.109452700000006 94.02500000000002 56.342669500000007 87.395000000000024 55.922096200000006 16.500000000000004 128.05000000000004 93.050000000000011 37.843405600000004 55.972700350000004 37.873748150000004 2.5000000000000004 10.500000000000002 106.49500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 6 7 -3 10 -8 -9 -12 13 19 15 18 -17 -18 -15 -4 -7 25 23 -23 -25 26 27 -22 -27 -30
right_child=-2 2 3 4 -6 20 9 8 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 21 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=36.766519701769134 -12.603215735714667 3831.5490480964336 2077.7377319335938 -19864.978783207447 -99847.118209134613 511.5014190144509 -57804.82245738637 63067.251482250082 127457.42213541668 28422.118626302086 -51936.25104166667 32600.738045144386 -56189.766497802739 -12514.36872360642 -16898.602164299748 20885.089232673268 49548.653848805145 145052.40564903847 33023.666810825896 -75997.889547821978 -10784.855791149401 141686.28744275324 -37970.05859375 19770.774739990236 125391.89449573866 1420.4469999091571 -14894.979582895132 61546.479868570961 -21861.029885727614 -124588.84641702588
leaf_weight=664604 3396489 303 40 226 26 10176 55 108 24 30 24 79 32 222 177 101 34 26 77 33 73 29 32 80 33 301 130 144 67 29
leaf_count=664604 3396489 303 40 226 26 10176 55 108 24 30 24 79 32 222 177 101 34 26 77 33 73 29 32 80 33 301 130 144 67 29
internal_value=0 63.2006 1445.32 -7011.48 -28117.1 2162.75 16105.3 22974.3 47656.3 -27371.8 38579.4 12902.8 156.465 2696.01 6811.6 15934.9 46990.1 90933.6 -787.182 -33216.7 1379.78 11004.7 49502.6 69214.8 50615.9 2001.13 17691.8 37213.8 -11713.4 -52893.4
internal_weight=0 677315 12711 994 252 11717 623 538 235 85 211 103 742 710 637 460 161 60 299 73 11094 918 174 142 113 744 347 217 397 96
internal_count=4073804 677315 12711 994 252 11717 623 538 235 85 211 103 742 710 637 460 161 60 299 73 11094 918 174 142 113 744 347 217 397 96
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=31
num_cat=0
split_feature=6 1 1 3 6 0 4 4 0 0 0 0 3 1 6 1 0 4 0 4 0 1 6 0 0 4 4 1 6 0
split_gain=3.17929e+11 5.33963e+12 8.97152e+12 1.58245e+13 2.79834e+13 2.49529e+13 2.24844e+13 2.19558e+13 2.13764e+13 4.36138e+13 4.52789e+13 4.18046e+13 4.02667e+13 2.98204e+13 3.92449e+13 2.15802e+13 2.30831e+13 2.06953e+13 2.01345e+13 1.63517e+13 1.61841e+13 3.90783e+13 3.62595e+13 1.4902e+13 2.15316e+13 4.26617e+13 1.6924e+13 6.44696e+13 4.99752e+13 2.86051e+13
threshold=110.01500000000001 37.924401400000008 38.965413050000002 2.5000000000000004 112.00500000000001 45.053967500000006 19.500000000000004 23.500000000000004 55.834019500000004 45.109778000000006 45.177967300000006 55.910578700000009 4.5000000000000009 38.066230450000006 128.05000000000004 38.066230450000006 55.972700350000004 3.5000000000000004 55.737027400000009 9.5000000000000018 55.60524465000001 38.166910000000009 120.05000000000001 45.07004340000001 45.067157700000003 11.500000000000002 12.500000000000002 38.948208550000011 128.05000000000004 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 5 -3 -6 -8 9 23 12 13 -11 14 -10 19 -17 -7 20 -13 21 22 -12 24 26 -26 27 -5 29 -29
right_child=1 2 -4 8 6 17 7 -9 11 10 18 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.7904826792659096 1265.9745391341676 29057.962268518517 -319.86281922676153 -28593.230890049083 7934.5050198104309 -25857.626974826388 158725.625 10550.894062500001 -232559.48287499999 174495.91640625001 -22265.580247145434 81621.580483669706 33876.519524274554 -19752.963645833333 -47124.948958333334 -119744.18034375001 -16869.872053179828 -148561.0519252232 39121.540121694714 -16623.248657226562 -42227.715954178369 -15123.327250389915 126686.53367365057 -49905.403020222984 -56580.701196289068 85590.729863911285 -16539.389058048513 162892.94523654517 4030.1996027542373 54450.034781249997
leaf_weight=4000160 18467 27 50706 312 857 27 20 20 25 32 26 36 56 30 21 25 171 28 143 32 89 206 44 96 32 62 1766 36 177 75
leaf_count=4000160 18467 27 50706 312 857 27 20 20 25 32 26 36 56 30 21 25 171 28 143 32 89 206 44 96 32 62 1766 36 177 75
internal_value=0 -205.89 -698.503 -4992.69 6243.21 -49674.4 11355 84638.3 -8142.74 -5573.07 18786.9 -31965.1 85010.8 -97318.4 -147905 -13151.2 -29991.6 -88324.8 7314.98 35388.7 -5146.22 6811.22 71361.5 -11253.2 -9744.86 37191.9 -11609.6 2900.26 37018.2 89620.7
internal_weight=0 73644 55177 4471 979 82 897 40 3492 3152 596 340 88 76 46 264 196 55 508 68 365 276 70 2556 2460 94 2366 600 288 111
internal_count=4073804 73644 55177 4471 979 82 897 40 3492 3152 596 340 88 76 46 264 196 55 508 68 365 276 70 2556 2460 94 2366 600 288 111
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=31
num_cat=0
split_feature=6 1 1 1 1 5 4 1 4 1 0 1 5 0 0 5 0 1 0 5 1 5 3 0 6 0 3 4 0 6
split_gain=3.31631e+11 4.54635e+12 8.43594e+12 7.54983e+12 1.07328e+13 3.59152e+13 7.45393e+12 6.02094e+12 1.51186e+13 6.27106e+12 1.14556e+13 1.00831e+13 5.54394e+12 1.02078e+13 7.6697e+12 1.94968e+13 1.04807e+13 3.67422e+13 2.27512e+13 1.29697e+13 2.94811e+13 1.13034e+13 2.75444e+13 9.01518e+12 6.09478e+12 6.0826e+12 6.04953e+12 5.27478e+12 1.17087e+13 1.53389e+13
threshold=189.00000000000003 36.865631950000008 36.593086150000012 37.563506350000004 37.475446350000006 3.5000000000000004 3.5000000000000004 37.649344350000007 11.500000000000002 37.768783500000005 55.710673100000008 37.780517050000007 5.5000000000000009 59.963561900000009 59.963561900000009 4.5000000000000009 59.905532300000012 30.345769800000003 59.939085000000013 4.5000000000000009 30.370944000000005 3.5000000000000004 3.5000000000000004 59.848366150000011 247.90000000000001 54.724612400000005 5.5000000000000009 6.5000000000000009 55.123213100000008 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -3 8 -5 10 -9 -11 14 -14 16 -16 19 18 -18 21 25 23 -23 24 -2 -21 -24 28 -13 -30
right_child=1 3 -4 7 5 -7 -8 9 -10 11 -12 27 13 -15 15 -17 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.1514375354081521 62915.736778846156 37168.892049632355 64608.478545673075 89192.73275000001 5314.061127804488 -152243.3828464674 -14333.058420138888 -61832.875533536593 -25901.990476190476 64037.076080078121 30481.108955078125 1946.4354974187729 10222.02818177689 82817.1573125 3829.1926781063989 -90085.610052083328 182479.39234374999 -30422.721841591283 35112.205965909088 -45555.0341796875 118845.43449074075 -137849.12251420456 37086.156875000001 -46825.92779947917 4802.3792703919489 18124.390332031249 -28374.369889322919 3353.9625289280116 -26095.879947644105 -232.66777944489729
leaf_weight=4067180 26 34 26 25 39 23 162 41 21 25 20 1788 86 25 84 30 20 38 22 24 27 22 20 24 59 40 48 2899 418 508
leaf_count=4067180 26 34 26 25 39 23 162 41 21 25 20 1788 86 25 84 30 20 38 22 24 27 22 20 24 59 40 48 2899 418 508
internal_value=0 706.991 8852.34 -135.631 -16870.4 -53134.7 -5399.05 615.904 36649.5 325.056 -31566 670.099 6415.94 26572.3 1793.3 -20885.2 8780.74 40824.9 105287 -59.0294 31214.1 -14359.8 -40588.1 7296.58 22578.2 -5755.39 -9121.27 387.866 -2780.42 -11907.4
internal_weight=0 6624 621 6003 258 62 196 5745 46 5699 61 5638 595 111 484 114 370 80 42 290 91 199 90 109 85 64 68 5613 2714 926
internal_count=4073804 6624 621 6003 258 62 196 5745 46 5699 61 5638 595 111 484 114 370 80 42 290 91 199 90 109 85 64 68 5613 2714 926
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=31
num_cat=0
split_feature=4 5 2 0 1 6 1 1 1 1 0 0 2 6 1 6 6 0 6 4 6 6 6 0 2 0 1 1 1 0
split_gain=2.98395e+11 1.58182e+12 2.7042e+12 4.02665e+12 2.18539e+12 2.16002e+12 1.89289e+12 1.93062e+12 2.93986e+12 3.946e+12 2.56478e+12 2.16136e+12 2.36596e+12 3.82612e+12 2.60381e+12 1.77547e+12 4.02558e+12 4.19763e+12 3.93185e+12 1.76338e+12 1.71488e+12 5.50277e+12 7.88311e+12 1.07634e+13 7.1637e+12 1.29332e+13 7.458e+12 6.18247e+12 7.03116e+12 6.27725e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 37.517483500000004 31.705000000000002 38.011626600000007 37.71815560000001 37.768783500000005 37.755233900000007 44.895258050000002 61.78914120000001 2810.0000000000005 26.495000000000001 37.234509300000006 75.605000000000004 247.90000000000001 56.324067350000007 99.050000000000011 1.5000000000000002 74.015000000000015 78.010000000000005 77.565000000000012 58.603553700000006 2200.0000000000005 55.883833400000007 37.804148700000006 50.213874250000011 47.17130860000001 54.86311005000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -10 12 13 14 -4 -7 17 18 -17 -14 -3 22 24 -24 25 -22 -27 28 -23 -29
right_child=-2 20 5 -5 -6 15 -8 8 10 -11 -12 -13 19 -15 -16 16 -18 -19 -20 -21 21 27 23 -25 -26 26 -28 29 -30 -31
leaf_value=23311.044335938779 -4.5539735301243525 532.13341779273696 -445.93975506218112 49146.513447627316 -14672.301053503788 -1639.0954470190891 -111.39134992176146 7819.2903808593755 -13288.672677176339 67962.148203125005 12937.890504181691 12685.251029089726 8700.6713066633365 8670.0540059903778 -37121.264257812501 14155.471986607143 -16947.543485905575 -15734.911005434784 62533.03297991072 -6961.4906736051653 -1959.968543175178 -585.48568573625948 -23905.041268174096 40664.548842075892 -4747.7146197926777 104862.87826171877 29069.23548353041 -1511.89974255171 -14412.788798283225 8365.5480240810793
leaf_weight=28 3961637 75591 49 27 33 12485 12764 24 49 20 156 165 86 451 32 42 39 23 28 438 123 4435 331 28 1610 20 37 1098 401 1554
leaf_count=28 3961637 75591 49 27 33 12485 12764 24 49 20 156 165 86 451 32 42 39 23 28 438 123 4435 331 28 1610 20 37 1098 401 1554
internal_value=0 160.842 -507.112 16994.1 2762.68 -564.47 279.958 3678.04 11703.1 35157 6669.1 2041.49 378.397 5076.06 -14935 -1517.12 10019.7 21328.5 33506.5 -4390.98 371.97 -884.321 -5344.83 -18869 -2632.45 16287.5 55663.5 395.812 -1732.04 4276.02
internal_weight=0 112167 26939 88 61 26851 14234 1470 249 44 205 1221 1056 532 81 12617 132 93 70 524 85228 9637 2149 359 1790 180 57 7488 4836 2652
internal_count=4073804 112167 26939 88 61 26851 14234 1470 249 44 205 1221 1056 532 81 12617 132 93 70 524 85228 9637 2149 359 1790 180 57 7488 4836 2652
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=31
num_cat=0
split_feature=4 6 6 1 0 0 3 0 4 0 0 1 1 0 4 3 4 4 1 3 4 1 0 6 1 0 2 1 3 3
split_gain=2.98308e+11 1.58608e+12 6.33266e+12 5.57128e+12 3.19047e+13 1.20053e+13 1.43425e+13 1.09073e+13 2.29349e+13 7.92302e+12 1.95439e+13 2.63135e+13 5.54879e+13 5.37055e+13 9.49325e+13 1.41174e+14 4.08911e+13 3.69895e+13 3.36695e+13 2.85183e+13 2.69189e+13 2.75487e+13 2.67023e+13 2.29893e+13 1.71379e+13 1.63967e+13 1.3252e+13 2.27635e+13 1.68833e+13 2.02015e+13
threshold=9.5000000000000018 39.005000000000003 40.015000000000008 30.277905650000005 59.982409200000006 60.028671700000011 12.500000000000002 59.939085000000013 15.500000000000002 55.775215600000003 55.667390500000003 37.631035900000008 37.46219940000001 55.696737300000009 14.500000000000002 7.5000000000000009 17.500000000000004 11.500000000000002 37.682335600000009 20.500000000000004 13.500000000000002 37.586700500000006 55.676890650000011 39.810000000000009 38.166910000000009 55.633951400000008 75.000000000000014 37.740454950000007 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 3 4 7 6 -6 -3 -9 10 25 12 -12 14 15 -14 -16 -15 23 20 21 -19 -18 -13 -20 -5 27 28 29 -11
right_child=1 2 -4 9 5 -7 -8 8 -10 26 11 18 13 17 16 -17 22 19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-29.051889488489863 187.82933736229847 3508.3033826928186 28.070100136668312 -914.94352357151513 -28341.49921132937 -4913.7006181543093 2220.7966801857465 59177.676978211013 -13551.394014485679 11659.297537296115 199.15963734492823 105747.99448464134 -17978.650841346152 -140870.50760216344 46721.750161966469 -331689.88071289065 -11042.814630681818 -25361.833307291668 -368.54228303458325 75993.772682291674 -33568.901648264924 89467.199979341953 -163566.05598958334 17707.423973670371 -12609.219089751939 9221.2431233314073 34.862192372363857 -16285.024503286038 29904.652663732752 -13950.237175044913
leaf_weight=1892492 470399 971 1612312 62101 709 801 196 109 72 1746 833 44 26 26 41 32 22 45 3688 30 464 39 24 91 1658 1638 22077 359 385 374
leaf_count=1892492 470399 971 1612312 62101 709 801 196 109 72 1746 833 44 26 26 41 32 22 45 3688 30 464 39 24 91 1658 1638 22077 359 385 374
internal_value=0 25.2052 -19.5067 -797.477 -5148.18 -13830.4 -21722.5 7709.4 30246.8 -667.605 -1207.52 -6198.55 -17559.7 -37310.2 -91961.8 -191061 -25895.8 -24190.2 -2919.35 -18941.6 -24138.7 27951.6 -90620.2 46402.1 -4164.85 -654.458 865.096 7264.91 10639.9 7141.39
internal_weight=0 2.18131e+06 1.71091e+06 98601 2858 1706 905 1152 181 95743 70802 7063 1582 749 145 58 87 604 5481 578 548 84 46 135 5346 63739 24941 2864 2505 2120
internal_count=4073804 2181312 1710913 98601 2858 1706 905 1152 181 95743 70802 7063 1582 749 145 58 87 604 5481 578 548 84 46 135 5346 63739 24941 2864 2505 2120
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=31
num_cat=0
split_feature=2 3 0 4 0 1 6 0 1 6 1 4 0 1 0 4 1 1 1 1 6 0 0 1 0 6 6 0 0 4
split_gain=2.905e+11 4.74586e+12 2.07093e+13 2.31595e+13 4.65441e+13 3.27953e+13 3.80473e+13 4.14595e+13 3.55796e+13 2.43296e+13 2.34034e+13 2.02904e+13 3.14839e+13 4.67757e+13 2.4841e+13 6.44171e+13 2.74252e+13 2.4819e+13 2.26707e+13 4.31968e+13 4.31579e+13 3.48206e+13 5.57189e+13 3.39568e+13 3.71351e+13 2.87222e+13 7.98224e+13 4.04147e+13 3.15673e+13 4.03427e+13
threshold=36.000000000000007 1.5000000000000002 55.667390500000003 12.500000000000002 55.554045200000012 37.740454950000007 71.030000000000015 55.649510000000014 37.729575300000008 58.045000000000009 37.343102500000008 5.5000000000000009 55.858844800000007 37.71815560000001 55.866549750000011 16.500000000000004 37.631035900000008 37.873748150000004 37.600779750000008 37.586700500000006 40.610000000000007 55.783232450000007 55.743464250000009 37.618684050000006 55.753967500000009 62.010000000000012 60.910000000000004 55.710673100000008 55.749683450000006 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 -1 -5 8 -7 -8 10 -10 -6 -4 13 18 15 -14 -16 -15 19 -13 -20 22 -21 24 -22 26 -25 -27 -29 -30
right_child=-2 -3 11 4 5 6 7 -9 9 -11 -12 12 14 17 16 -17 -18 -19 20 21 23 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=8259.1822344011998 7.3983296510517427 3.2000893100004051 1886.1348695522402 -40020.83943540389 41869.688462166167 -914.48725801991156 -18008.942648237178 -162907.31386718751 19842.589252178484 135575.66852022058 -1124.0704090580946 -15216.043160259893 5973.9301479094029 4177.0791077729191 -10256.316793187163 115368.30799107143 23913.776477201489 -73573.369068545391 -5646.6546872890858 889.14067826704547 -163201.94046148256 382.55091102139266 160955.55101744187 -37278.615947455866 -51557.747728737115 -94170.795879836311 -228153.3583220109 95771.838260690798 -36214.487159413744 70568.711906249999
leaf_weight=3470 3783399 273790 3567 321 138 113 39 40 39 34 1534 2272 233 1827 854 70 324 42 586 44 43 149 43 462 97 42 23 38 121 50
leaf_count=3470 3783399 273790 3567 321 138 113 39 40 39 34 1534 2272 233 1827 854 70 324 42 586 44 43 149 43 462 97 42 23 38 121 50
internal_value=0 -96.3855 -1737.41 3129.86 -4752.68 1091.97 -38135.3 -91375.2 5408.1 73745.7 2424.46 -4298.23 -7311.84 -10614.8 5710.25 31246.6 -858.091 2429.88 -16755.9 -10986.3 -26653.4 29733.9 80002.4 -40705.9 -85848.5 -32119 -46330.4 -4658.81 13329.2 -4991.33
internal_weight=0 290405 16615 5728 2258 1937 192 79 1745 73 1672 10887 7320 5839 1481 303 1178 1869 3970 2508 1462 236 87 876 140 736 485 251 209 171
internal_count=4073804 290405 16615 5728 2258 1937 192 79 1745 73 1672 10887 7320 5839 1481 303 1178 1869 3970 2508 1462 236 87 876 140 736 485 251 209 171
is_linear=0
shrinkage=0.1


Tree=4701
num_leaves=31
num_cat=0
split_feature=3 0 0 6 4 1 6 5 3 3 6 1 1 4 4 6 4 6 0 5 4 6 1 6 5 6 3 1 6 5
split_gain=3.05595e+11 3.81611e+12 7.5176e+12 1.33685e+13 1.32305e+13 1.77331e+13 2.04148e+13 3.37253e+13 2.07071e+13 1.48867e+13 1.28688e+13 1.09153e+13 2.43489e+13 2.68522e+13 1.221e+13 3.29575e+13 2.78673e+13 2.40591e+13 1.60577e+13 2.93551e+13 1.03655e+13 1.02363e+13 9.41861e+12 9.09391e+12 8.95623e+12 1.79367e+13 1.84621e+13 9.41532e+12 8.86161e+12 9.38052e+12
threshold=4.5000000000000009 45.036141150000006 45.015054600000006 42.875000000000007 9.5000000000000018 39.105193450000009 80.720000000000013 3.5000000000000004 6.5000000000000009 6.5000000000000009 118.04500000000002 38.948208550000011 38.91194105000001 18.500000000000004 20.500000000000004 93.050000000000011 15.500000000000002 96.050000000000011 45.029425500000009 2.5000000000000004 22.500000000000004 82.00500000000001 39.01296365000001 75.605000000000004 2.5000000000000004 58.045000000000009 6.5000000000000009 38.989878900000008 53.995000000000012 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 -2 -4 5 6 24 9 22 10 -8 12 14 28 16 20 17 -6 19 -18 21 -16 -9 -20 25 -5 27 -27 -14 -30
right_child=1 -3 3 4 11 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=29.002970303667777 142.84797761849751 -61.839357600006934 -1748.3018816602548 9695.7909813880924 -4887.7828059465937 -4875.8379244602575 56922.632609675478 -24315.001708984375 -103050.69523437502 101759.30926339286 -27260.886487926138 3509.6545063853628 4756.1070641376718 -91863.571799142024 -3443.5532738095239 -111523.68921370967 30309.608694950231 87804.20738146553 21617.435300403944 121652.09116806403 -64915.856292459241 60892.124030172417 53025.635647681454 -26780.617526041664 2800.8568728646528 1736.0573481241863 87976.577390095335 45165.101256561284 -24609.965490985946 -5401.8454617291518
leaf_weight=1920388 121677 2006854 6751 1152 814 723 104 32 20 63 22 11788 291 42 168 31 248 29 110 41 23 29 31 60 1037 96 59 104 510 507
leaf_count=1920388 121677 2006854 6751 1152 814 723 104 32 20 63 22 11788 291 42 168 31 248 29 110 41 23 29 31 60 1037 96 59 104 510 507
internal_value=0 -25.8645 466.735 2050.4 3464.6 9044.15 12744.2 38734.4 -14401.2 62069.1 42223.9 2156.97 -3335.77 -13158.6 5203.04 -14991.8 9096.21 -1699.09 28922.9 43268.2 -1389.59 6027.18 13741.5 4535.77 9856.41 15041.8 38820.3 24319.2 -10631.3 -15034.2
internal_weight=0 2.15342e+06 146562 24885 18134 3443 2720 272 83 189 126 14691 2903 1350 1553 251 1302 843 459 289 220 197 63 170 2448 1411 259 200 1308 1017
internal_count=4073804 2153416 146562 24885 18134 3443 2720 272 83 189 126 14691 2903 1350 1553 251 1302 843 459 289 220 197 63 170 2448 1411 259 200 1308 1017
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 4 7 6 4 1 7 6 6 1 1 4 6 3 1 7 1 6 6 4 6 6 6 1 6 6
split_gain=3.52948e+11 1.04974e+13 3.76565e+13 1.72333e+13 1.48744e+13 2.52979e+13 3.18728e+13 2.44954e+13 1.59853e+13 3.65707e+13 2.30797e+13 2.04703e+13 1.81386e+13 3.67212e+13 1.59358e+13 1.75939e+13 1.27085e+13 1.18728e+13 1.15472e+13 9.97631e+12 1.4939e+13 9.5057e+12 1.1815e+13 5.56545e+13 3.37339e+13 1.71426e+13 1.40273e+13 3.9872e+13 2.46843e+13 1.50663e+13
threshold=51.659529100000007 51.707269950000004 39.135518400000002 5325.0000000000009 21.500000000000004 22.500000000000004 6.0000000000000009 82.00500000000001 16.500000000000004 39.231261550000006 6.0000000000000009 76.605000000000004 80.720000000000013 39.178027400000005 39.231261550000006 24.500000000000004 80.720000000000013 12.500000000000002 39.178027400000005 6.0000000000000009 39.178027400000005 134.05000000000004 108.05000000000001 10.500000000000002 120.05000000000001 112.00500000000001 98.020000000000024 39.178027400000005 102.04000000000001 94.02500000000002
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 16 4 8 6 -6 14 21 11 -11 -10 18 -14 15 -7 -2 -15 -13 -17 -21 22 26 24 25 -24 29 -28 -29 -4
right_child=1 -3 3 -5 5 7 -8 -9 9 10 -12 12 13 17 -16 19 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-57.033727042148968 -5455.2614048631403 2.5128048480332352 5960.7210211502588 -29367.333983028017 135428.97067871093 108069.14990722656 24610.502474483368 -57182.776392983498 -3242.3758663403842 10404.166160181951 -54114.340094321655 42445.057789003768 -56720.324386160719 4780.6925264246329 -11753.032238888278 3268.473055825491 -27253.655535110374 55956.912043313416 -4866.2674575805668 21490.761821679771 -24506.458565104171 -37156.279203125006 118667.29517578124 -21069.901371208642 192270.62893750001 -3481.8340024594909 -121331.61697443182 -52897.578681344705 63940.648746337894 44133.865404924669
leaf_weight=856830 2609 3201206 6756 145 36 20 93 53 2292 76 205 266 84 136 257 611 298 68 64 1206 75 50 20 85 25 27 33 33 40 105
leaf_count=856830 2609 3201206 6756 145 36 20 93 53 2292 76 205 266 84 136 257 611 298 68 64 1206 75 50 20 85 25 27 33 33 40 105
internal_value=0 15.1907 2589.05 4912.41 5303.31 12484.6 55536.6 9985.18 3674.44 -2213.9 -36664.5 1112.77 17264.9 -1073.83 11626.4 14769 -7689.84 21839.4 33269.5 13782.7 18797.7 6293.57 6598.53 33727.1 98418.1 48496.5 5987.19 -30112.6 11123.4 6544.92
internal_weight=0 3.21697e+06 15768 12861 12716 2351 129 2222 10365 3191 281 2910 618 288 2169 1912 2907 204 330 1892 1281 7174 7124 157 72 47 6967 106 73 6861
internal_count=4073804 3216974 15768 12861 12716 2351 129 2222 10365 3191 281 2910 618 288 2169 1912 2907 204 330 1892 1281 7174 7124 157 72 47 6967 106 73 6861
is_linear=0
shrinkage=0.1


Tree=4703
num_leaves=31
num_cat=0
split_feature=6 6 0 1 4 3 1 4 0 3 1 0 3 3 0 1 0 1 3 5 1 0 3 1 4 4 4 1 0 1
split_gain=3.09132e+11 4.64374e+12 6.21998e+12 2.62696e+13 2.30566e+13 2.15285e+13 1.80428e+13 2.52162e+13 3.22273e+13 2.32732e+13 2.28811e+13 2.23886e+13 3.78302e+13 1.77479e+13 1.57491e+13 1.44629e+13 1.17527e+13 2.04649e+13 1.34826e+13 1.31387e+13 4.61197e+13 4.55459e+13 3.97945e+13 3.44577e+13 2.23685e+13 1.3484e+13 4.07738e+13 4.95841e+13 2.38801e+13 2.12448e+13
threshold=110.01500000000001 108.05000000000001 45.067157700000003 37.755233900000007 24.500000000000004 15.500000000000002 38.977585500000011 10.500000000000002 45.063245050000006 12.500000000000002 38.958307950000012 44.739668300000005 15.500000000000002 4.5000000000000009 45.055912800000009 37.780517050000007 51.659529100000007 45.71452080000001 4.5000000000000009 2.5000000000000004 30.330566300000005 59.91832440000001 3.5000000000000004 39.908802000000009 8.5000000000000018 6.5000000000000009 5.5000000000000009 43.047633000000012 56.115175650000005 37.234509300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 -8 15 -9 14 -3 -13 -5 17 18 -4 20 21 -18 23 -22 -25 26 -21 -28 -29 -27
right_child=-2 2 16 4 5 -7 9 8 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 25 22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=-1.0610119651110554 -203.02130106909442 -102618.20714285715 151.8233442205007 29609.335156250003 19927.899074074074 154928.6349330357 6787.5990362789926 135726.09974609377 159718.65084918481 -43448.002554381128 62169.314016544122 19693.425000000003 125628.50337701612 5289.7295138888894 -61749.580037715525 -58261.646396921649 -57878.829671223968 63258.606640625003 -26678.421284601049 3672.9950500019295 -199010.71561650815 112058.56773097828 -8948.0110375189015 12178.813230613427 -112321.17474798388 -12068.309268815729 104255.55865688133 38453.011106004902 -51140.103920200898 5039.5907236093281
leaf_weight=3992241 73644 35 357 26 27 21 962 20 23 102 34 131 31 27 29 67 24 36 394 911 23 46 155 27 31 939 99 102 42 3198
leaf_count=3992241 73644 35 357 26 27 21 962 20 23 102 34 131 31 27 29 67 24 36 394 911 23 46 155 27 31 939 99 102 42 3198
internal_value=0 3.73767 2422.92 8138.38 10822.3 78990.7 8526.09 27844.1 47314.7 1971.78 -8030.95 35062.1 24521.4 -55626 4931.88 -33695.6 1048.67 -10393.6 -13924.2 2657.58 -17489.3 53794.3 -38632.7 -95436.7 -54364.3 3822.75 13381 49776.2 12321.7 1156.51
internal_weight=0 4.00016e+06 7919 1535 1473 48 1425 361 234 1064 127 211 191 62 160 93 6384 787 751 5597 306 70 236 81 58 5291 1154 243 144 4137
internal_count=4073804 4000160 7919 1535 1473 48 1425 361 234 1064 127 211 191 62 160 93 6384 787 751 5597 306 70 236 81 58 5291 1154 243 144 4137
is_linear=0
shrinkage=0.1


Tree=4704
num_leaves=31
num_cat=0
split_feature=6 6 2 1 4 1 0 2 4 0 1 4 4 4 2 0 1 5 0 2 0 0 1 0 3 0 2 4 2 0
split_gain=3.14666e+11 1.90492e+12 1.07599e+13 2.34964e+13 1.48814e+13 3.11862e+13 4.39604e+13 1.3408e+13 1.34624e+13 1.79454e+13 1.85971e+13 2.07619e+13 4.30106e+13 1.73148e+13 1.299e+13 1.48744e+13 1.95165e+13 1.23922e+13 1.50853e+13 1.12699e+13 1.04995e+13 1.91042e+13 2.56876e+13 2.44147e+13 1.77998e+13 1.26653e+13 1.0483e+13 1.53512e+13 2.45756e+13 2.42962e+13
threshold=87.395000000000024 86.030000000000015 7884.5000000000009 39.044653900000007 7.5000000000000009 39.803839700000005 43.687280500000007 5209.5000000000009 12.500000000000002 56.850115550000005 60.636764050000004 22.500000000000004 18.500000000000004 14.500000000000002 6082.0000000000009 43.6005307 45.126607350000008 3.5000000000000004 56.888401950000009 2421.5000000000005 55.071632200000003 55.055052800000006 82.93515810000001 55.034466500000008 7.5000000000000009 55.030407050000001 2828.5000000000005 18.500000000000004 2892.5000000000005 56.288960650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 17 10 11 12 -10 -11 15 16 -7 18 -9 -17 21 23 -23 25 -25 -4 -6 28 -28 -29
right_child=-2 2 20 4 7 14 -8 8 9 13 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1.9197582319171964 -110.85902108706571 -572.37847280071799 -219.60671697211089 166667.2792874244 14253.615562770205 -105749.153515625 32238.648237002213 31364.051914048468 34193.822076244891 -68663.236371527775 -920.23830766157664 4205.023388247283 177589.13467548077 -1871.512886379076 -21203.670363136574 -29421.188028086788 3217.3325420673082 6307.0477448027013 100417.17816840278 21319.87223358492 19182.513304001459 -31932.477881016886 73441.401710937498 60481.602563904882 4599.7814830043862 -62193.368371212127 -26283.282524301991 7003.3059641732752 851.55492941797002 76102.008932291676
leaf_weight=3772944 240899 7731 45519 31 562 22 113 261 107 54 330 115 26 138 108 46 65 177 36 904 279 310 25 114 114 33 403 335 1943 60
leaf_count=3772944 240899 7731 45519 31 562 22 113 261 107 54 330 115 26 138 108 46 65 177 36 904 279 310 25 114 114 33 403 335 1943 60
internal_value=0 6.96752 566.184 3043.37 7833.19 17317.4 61178.1 5144.58 13993 5831 14629.7 35321.1 62226 -20656.7 11801.3 15238.6 -24337.4 27251.9 39734.1 18862.9 -158.221 -275.234 -24068.8 -101.122 32540.7 -264.503 1812.04 -738.914 -3809.72 17499.3
internal_weight=0 3.8329e+06 59961 13567 5836 1289 144 4547 1244 770 578 248 133 192 1145 1037 87 474 297 950 46394 46115 335 45780 228 45552 3303 2741 2346 395
internal_count=4073804 3832905 59961 13567 5836 1289 144 4547 1244 770 578 248 133 192 1145 1037 87 474 297 950 46394 46115 335 45780 228 45552 3303 2741 2346 395
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=31
num_cat=0
split_feature=6 3 6 4 4 5 0 0 1 0 1 1 0 1 0 6 6 3 0 1 4 0 6 5 0 3 4 6 5 4
split_gain=3.14204e+11 4.57745e+12 1.39397e+13 1.17887e+13 1.28136e+13 1.73297e+13 1.38015e+13 1.2042e+13 1.03464e+13 1.28492e+13 9.81109e+12 6.83806e+12 8.56777e+12 1.34491e+13 1.57804e+13 2.62344e+13 1.2056e+13 1.9941e+13 1.61852e+13 2.33076e+13 9.37348e+12 7.79279e+12 1.04748e+13 1.39808e+13 9.86439e+12 8.13491e+12 7.5738e+12 1.35204e+13 3.00355e+13 5.73487e+13
threshold=189.00000000000003 1.5000000000000002 247.90000000000001 8.5000000000000018 4.5000000000000009 3.5000000000000004 55.123213100000008 45.177967300000006 37.425454150000007 56.105603650000006 40.024897700000004 30.345769800000003 59.864072000000007 36.865631950000008 55.595177750000005 247.90000000000001 247.90000000000001 2.5000000000000004 60.753246850000004 30.362494150000003 12.500000000000002 59.905532300000012 247.90000000000001 5.5000000000000009 59.838047850000002 4.5000000000000009 6.5000000000000009 247.90000000000001 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 5 -2 7 -6 -7 10 -10 21 13 14 20 -16 17 -14 19 -19 -13 24 23 -23 -3 -24 27 28 29 -15
right_child=1 11 -4 -5 6 8 -8 -9 9 -11 -12 12 16 26 15 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1207793737954865 78336.303305288471 10264.182624162946 -2141.9451334635419 -19615.871264648438 50661.025312500002 -61959.861160714288 14114.635652043269 157873.9137784091 99360.863515625009 -32062.049794407896 16488.912757812501 -11004.719491185897 -136567.16675781249 -13213.481713162937 139587.89930245536 1436.1405960648149 1262.932326061321 7161.5226562500002 43225.369856770834 -135743.68809523812 64263.389657738095 92586.968332122095 -55614.032089843757 16164.453757957177 -59208.861236328121 25685.503393554689 2132.2935593743109 3113.4229947395211 3658.0163358121304 -89907.149602864578
leaf_weight=4067180 39 112 504 48 20 21 26 22 20 38 50 78 20 520 28 27 106 25 24 21 21 43 20 54 25 32 2977 991 592 120
leaf_count=4067180 39 112 504 48 20 21 26 22 20 38 50 78 20 520 28 27 106 25 24 21 21 43 20 54 25 32 2977 991 592 120
internal_value=0 688.165 7842.12 25560.3 34748.7 19924.2 71373.9 106820 2264.71 14752.8 40166.6 -277.79 -1054.83 -303.079 28820.8 71767.9 -21590 -48505.7 -23345.3 -58077.8 4961.24 14801.2 30629.4 50042.5 -2413.38 -5583.55 -1165.59 -5582.06 -12576.6 -27593.5
internal_weight=0 6624 788 284 236 168 68 42 129 108 70 5836 5550 5354 154 55 196 90 70 46 99 286 149 97 137 52 5200 2223 1232 640
internal_count=4073804 6624 788 284 236 168 68 42 129 108 70 5836 5550 5354 154 55 196 90 70 46 99 286 149 97 137 52 5200 2223 1232 640
is_linear=0
shrinkage=0.1


Tree=4706
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 1 6 4 0 1 1 6 0 1 4 4 6 7 5 6 3 6 1 4 7 4 3 3 3
split_gain=3.02786e+11 1.57218e+12 1.61619e+13 1.83316e+13 3.55749e+13 1.64602e+13 3.46269e+13 2.61192e+13 1.7588e+13 2.7684e+13 4.6897e+13 1.87833e+13 1.81152e+13 1.5484e+13 3.01551e+13 2.46486e+13 2.22511e+13 3.21907e+13 5.02448e+13 3.6656e+13 2.30367e+13 2.05329e+13 2.03542e+13 1.50798e+13 1.67977e+13 1.47726e+13 1.46235e+13 2.31379e+13 1.87874e+13 1.45149e+13
threshold=9.5000000000000018 47.207933300000008 45.085557650000005 39.735861600000007 39.749243900000003 114.05000000000001 39.033214400000013 130.05000000000004 13.500000000000002 45.090603300000005 39.01296365000001 38.999037500000007 43.605000000000011 45.082176650000008 39.01296365000001 16.500000000000004 22.500000000000004 59.245000000000012 6.0000000000000009 1.5000000000000002 41.705000000000005 7.5000000000000009 79.710000000000022 39.038055050000004 18.500000000000004 6.0000000000000009 13.500000000000002 9.5000000000000018 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 13 5 -5 8 7 -7 9 10 11 -4 -10 -2 25 22 23 19 -19 20 -18 -20 -16 -17 -25 -15 -8 -28 -29 -26
right_child=1 -3 3 4 -6 6 26 -9 12 -11 -12 -13 -14 14 15 16 17 18 21 -21 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-29.269123754414824 -7.7387441267059813 58.689993839513683 4199.5544080946183 -22611.419482838934 -780.2498181451474 137982.38980577257 -56724.802650669648 31205.764781746031 -37.429311429881345 5697.7157041389719 15838.074703604418 -39338.321857794399 -4504.9879293122285 -66326.880718845277 12167.277605550256 -42206.095902464564 -2305.2549799278181 163577.84765625 54581.050047858029 -29788.557751141478 26733.72612675163 12875.816168336993 51387.917347394919 5523.0188201758883 4584.926861075749 -11068.753850801113 66156.025416666671 -101837.76845703126 21651.249986049108 -16041.409471436704
leaf_weight=1892492 236623 1890516 126 1222 1918 36 42 63 17291 5890 358 464 19104 82 1941 97 677 26 151 302 458 541 142 1469 504 118 45 22 28 1056
leaf_count=1892492 236623 1890516 126 1222 1918 36 42 63 17291 5890 358 464 19104 82 1941 97 677 26 151 302 458 541 142 1469 504 118 45 22 28 1056
internal_value=0 25.3937 -191.071 -1897.46 -9276.33 -1364.44 24973.4 70033.6 -1508.22 3145.03 -12715 -30040.4 -2382.48 134.634 4588.46 5629 1995.5 9813.38 27103.9 1174.14 9412.68 21976.2 14841 -3393.99 -2151.08 -33724.6 -7588.44 14135 -32683.9 -9377.52
internal_weight=0 2.18131e+06 290796 46609 3140 43469 236 99 43233 6838 948 590 36395 244187 7564 7364 5281 2155 718 1437 1135 692 2083 3126 3029 200 137 95 50 1560
internal_count=4073804 2181312 290796 46609 3140 43469 236 99 43233 6838 948 590 36395 244187 7564 7364 5281 2155 718 1437 1135 692 2083 3126 3029 200 137 95 50 1560
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 6 0 3 0 3 3 6 3 6 5 4 6 4 1 2 2 0 0 4 4 0 4 5 3 0
split_gain=2.93834e+11 3.41255e+12 5.55396e+12 7.33913e+12 7.50424e+12 1.39992e+13 1.31079e+13 7.85738e+12 7.38799e+12 7.32693e+12 6.27452e+12 1.73264e+13 1.57991e+13 1.7102e+13 7.97412e+12 8.04419e+12 6.4215e+12 4.85381e+12 4.50622e+12 1.03307e+13 3.29629e+13 1.38072e+13 2.2594e+13 1.93532e+13 1.38218e+13 9.67951e+12 1.19402e+13 1.78185e+13 1.88195e+13 1.42391e+13
threshold=102.04000000000001 82.948524700000021 82.961694200000011 110.01500000000001 55.039488700000007 116.05000000000001 55.034466500000008 16.500000000000004 55.080855950000007 4.5000000000000009 9.5000000000000018 128.05000000000004 7.5000000000000009 118.04500000000002 3.5000000000000004 9.5000000000000018 149.05000000000004 18.500000000000004 40.377616600000003 2764.0000000000005 2828.5000000000005 54.431501800000014 51.567244500000008 2.5000000000000004 23.500000000000004 54.604289300000012 4.5000000000000009 3.5000000000000004 2.5000000000000004 54.707511300000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 10 -7 17 12 -12 14 -14 15 -5 -16 -3 -2 21 -21 22 24 -24 -20 -23 27 28 -27 -28
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 -13 13 -15 16 -17 -18 -19 19 20 -22 25 23 -25 -26 26 29 -29 -30 -31
leaf_value=4.4171151176479597 -653.10788288356457 -10213.727698471968 -1022.6350353419766 9833.1724875710224 31423.609087775738 -56843.859541377322 73674.905468750003 37612.369946289065 6325.9777994791666 -27260.607543369897 -3553.7545617508567 -101496.67832031251 3867.2902469758069 119151.36676136365 45410.117717633926 -65123.122751524395 -4035.2282429245288 38648.567517510783 23161.420964884022 100945.67495265152 965.75324679162065 56565.582277199079 28144.174699519233 -66018.381247127763 -60227.020562499994 -29646.409428660078 -48841.087892693991 -1420.1287956987503 -121569.53390355605 1135.5443691204005
leaf_weight=3966508 49940 68 8150 22 34 81 24 48 24 297 73 24 31 22 28 41 424 29 97 33 45545 27 26 136 25 96 59 173 29 1690
leaf_count=3966508 49940 68 8150 22 34 81 24 48 24 297 73 24 31 22 28 41 424 29 97 33 45545 27 26 136 25 96 59 173 29 1690
internal_value=0 -163.291 -1981.15 -8132.25 -3034.06 -24346.2 985.47 -1461.3 -42405 -19467.3 -4281.65 -27787.1 -267.528 51721.1 -5617.81 -38947.9 -972.242 4394.59 11.6671 704.233 1038.14 -5749.92 -26428.8 -50905.9 6073.63 -2918.29 -3702.89 -22205.6 -50972.6 -550.345
internal_weight=0 107296 9420 1270 876 139 737 713 105 394 665 97 568 53 515 63 452 97 97876 47936 45578 2358 284 162 122 2074 2047 298 125 1749
internal_count=4073804 107296 9420 1270 876 139 737 713 105 394 665 97 568 53 515 63 452 97 97876 47936 45578 2358 284 162 122 2074 2047 298 125 1749
is_linear=0
shrinkage=0.1


Tree=4708
num_leaves=31
num_cat=0
split_feature=0 6 1 1 4 4 5 0 4 6 1 6 1 3 4 4 6 4 5 0 6 3 4 0 0 1 6 4 3 1
split_gain=2.92918e+11 2.9766e+12 6.46937e+12 3.58636e+13 3.26787e+13 4.20252e+13 3.11988e+13 4.3413e+13 2.34345e+13 2.06533e+13 1.86807e+13 1.56295e+13 1.47219e+13 1.18708e+13 1.17469e+13 1.07746e+13 1.04727e+13 1.02673e+13 9.78588e+12 8.74019e+12 2.40522e+13 2.31519e+13 1.12091e+13 8.69542e+12 1.1015e+13 8.20643e+12 8.04408e+12 6.91811e+12 6.89896e+12 2.77134e+13
threshold=60.002985000000002 80.030000000000015 30.425503950000003 30.370944000000005 8.5000000000000018 9.5000000000000018 2.5000000000000004 60.042359000000012 17.500000000000004 95.045000000000016 30.389265100000003 90.045000000000016 30.472130500000002 3.5000000000000004 14.500000000000002 19.500000000000004 87.395000000000024 20.500000000000004 1.5000000000000002 60.05226170000001 86.030000000000015 3.5000000000000004 16.500000000000004 60.028671700000011 60.01610465000001 30.438492500000006 80.720000000000013 11.500000000000002 15.500000000000002 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 10 11 8 23 17 -6 -7 15 -11 27 19 -5 -10 -3 20 21 -4 -22 24 -8 -17 28 -9 -20 -30
right_child=1 2 12 4 5 6 7 14 9 13 -12 -13 -14 -15 -16 25 -18 -19 26 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.3925850291816815 -3.1163513399569887 42423.904717807112 69388.578645833346 52661.012832031251 -1491.9266493055557 1057.6046467028166 81385.484657118053 -35268.65332880435 25296.464112903228 -67988.190898437504 -117079.15472117458 -106439.69490327382 432.37395800839181 20440.742832341271 -66931.011869673297 46558.350086030507 148133.97216435184 98831.342841198988 8251.0921765136718 -11395.234311623088 -121318.52670454547 -38819.589271282333 -50116.670805153924 66387.899944196441 165880.27806351276 -16334.239397746762 652.3211282234837 34942.23919270833 134889.28554793648 5168.5535173087292
leaf_weight=3915450 144082 58 30 20 27 38 36 23 31 20 29 21 4004 63 33 42 27 49 240 245 33 58 67 70 27 41 8823 36 23 58
leaf_count=3915450 144082 58 30 20 27 38 36 23 31 20 29 21 4004 63 33 42 27 49 240 245 33 58 67 70 27 41 8823 36 23 58
internal_value=0 133.337 1510.89 2960.36 27765.4 20314.4 30545.2 40847.3 59495.7 34079.3 -61349.6 -37204.1 -1616.39 -867.434 -19152 -17514.1 107507 70336.6 1477.78 -23840.7 -40059.6 -1930.44 -73613.3 90645.1 117598 15490.9 1218.06 7571.89 16767.9 42002.8
internal_weight=0 158354 14272 9752 550 503 447 388 296 163 56 59 4520 83 92 516 47 80 9202 433 188 88 100 133 63 83 9144 59 321 81
internal_count=4073804 158354 14272 9752 550 503 447 388 296 163 56 59 4520 83 92 516 47 80 9202 433 188 88 100 133 63 83 9144 59 321 81
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=31
num_cat=0
split_feature=3 0 6 4 6 6 6 3 7 6 6 3 6 3 1 6 1 4 6 4 4 6 6 6 6 4 1 1 6 6
split_gain=3.03241e+11 2.47432e+12 9.58521e+12 9.09352e+12 1.24645e+13 2.28197e+13 1.96295e+13 2.12913e+13 1.4616e+13 2.20927e+13 1.45119e+13 1.29793e+13 2.05128e+13 1.11171e+13 9.15668e+12 1.76938e+13 8.80278e+12 1.62866e+13 1.23479e+13 9.87436e+12 6.52954e+12 3.37163e+12 3.35689e+12 4.45779e+12 2.8392e+12 2.7503e+12 2.56931e+12 2.32254e+12 4.62367e+12 1.22997e+13
threshold=17.500000000000004 44.685196900000008 31.995000000000001 19.500000000000004 66.010000000000005 55.805000000000007 59.025000000000013 19.500000000000004 6.0000000000000009 51.805000000000007 77.010000000000005 18.500000000000004 101.02000000000002 18.500000000000004 39.735861600000007 37.505000000000003 39.735861600000007 21.500000000000004 92.02500000000002 22.500000000000004 23.500000000000004 36.905000000000008 106.49500000000002 67.91500000000002 112.00500000000001 8.5000000000000018 37.780517050000007 30.205407000000005 118.04500000000002 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 13 5 8 -7 -8 9 14 -6 12 -12 22 20 21 18 -18 -13 -20 26 -16 23 -4 -21 -3 -5 28 29 -27
right_child=1 25 3 4 10 6 7 -9 -10 -11 11 16 -14 -15 15 -17 17 -19 19 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=5.2701099117399632 49425.039837239587 35242.485085227272 60461.87645596591 -38931.190875834807 -85271.974190673835 125712.93963068182 -42836.087399193551 74365.919808467748 19854.329867139277 -108103.37283266129 -121317.98191964287 34611.038375538796 2033.4212233323317 -20287.243940873581 -49336.504781249998 82757.854008152179 -25280.755141977163 88956.712076822922 -88106.402976831901 -37653.665504807694 -83767.321807065222 3716.1121942934788 77781.387648809527 -3951.0197172619046 10043.32715657552 2957.6522504848326 5181.1362092391309 -165.83015496375035 -32357.428819444445 74962.98779296875
leaf_weight=3927269 30 22 22 31 40 22 31 31 81 31 28 29 26 44 25 23 26 24 29 26 23 23 21 21 24 2053 23 143666 36 24
leaf_count=3927269 30 22 22 31 40 22 31 31 81 31 28 29 26 44 25 23 26 24 29 26 23 23 21 21 24 2053 23 143666 36 24
internal_value=0 -141.244 -5932.72 -8291.72 -13129.7 -752.195 44560.8 15764.9 -15391.8 -31341.1 -30026.1 -19602.3 -61926.6 18407 -15262.6 10640.7 -5137.09 29553.2 -21197.4 -41684.1 -39147.4 -23915.5 45009.4 29004.4 -14759.1 -112.088 -20142.6 -117.423 3173.83 3789.68
internal_weight=0 146535 734 704 596 344 84 62 260 179 252 212 54 108 148 71 158 50 108 79 77 48 64 43 50 145801 54 145779 2113 2077
internal_count=4073804 146535 734 704 596 344 84 62 260 179 252 212 54 108 148 71 158 50 108 79 77 48 64 43 50 145801 54 145779 2113 2077
is_linear=0
shrinkage=0.1


Tree=4710
num_leaves=31
num_cat=0
split_feature=1 6 6 4 1 5 4 3 3 0 4 4 1 0 3 4 2 7 0 0 0 3 4 1 3 3 6 6 6 0
split_gain=2.88005e+11 5.16892e+12 9.61589e+12 9.18878e+12 6.76597e+12 6.76005e+12 5.87002e+12 8.13011e+12 6.56344e+12 5.34898e+12 5.29217e+12 5.58421e+12 6.05154e+12 9.09038e+12 5.9201e+12 4.94141e+12 4.95585e+12 7.23825e+12 6.35334e+12 4.95318e+12 4.91549e+12 5.41989e+12 4.90406e+12 4.73149e+12 8.46731e+12 1.07352e+13 2.38703e+13 3.76173e+13 3.35684e+13 4.84654e+13
threshold=37.131181300000009 30.025000000000002 29.015000000000004 16.500000000000004 36.865631950000008 3.5000000000000004 18.500000000000004 10.500000000000002 4.5000000000000009 59.838047850000002 5.5000000000000009 6.5000000000000009 30.509101000000005 59.838047850000002 1.5000000000000002 12.500000000000002 2810.0000000000005 6.0000000000000009 60.002985000000002 60.028671700000011 59.764576050000009 6.5000000000000009 8.5000000000000018 37.234509300000006 11.500000000000002 7.5000000000000009 99.050000000000011 88.00500000000001 91.02500000000002 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 -5 -8 -10 -1 14 13 -13 -12 16 17 18 -4 -17 -19 -22 -14 24 25 -2 27 -27 29 -29
right_child=23 -3 3 6 -6 -7 8 -9 9 -11 11 12 22 -15 -16 19 -18 20 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2824.7057131427819 1170.8687426254414 -122.84297764319747 5731.2130013637952 16373.765550677546 12780.642553908358 -40584.975635901166 29163.024141010486 65864.068047706125 43016.226937705593 4540.2441309361884 1043.2223977481617 10832.503362118521 35462.058101222829 -2520.7249584494834 -38051.443986545135 -12081.890745897887 -960.72624602363362 20601.414411808895 21230.687025503386 17030.254127371652 -9397.8934612073408 -58959.781119791667 -11388.678779139012 2.2359688835459219 -4046.8377370510302 7511.4382105073792 -35638.024413961619 230769.13333333336 16745.29634486607 27629.232336956527
leaf_weight=2614 11249 499937 2555 113 371 43 152 47 38 735 68 598 23 3457 90 354 1361 26 295 70 57 36 781 3543489 2219 2802 121 24 56 23
leaf_count=2614 11249 499937 2555 113 371 43 152 47 38 735 68 598 23 3457 90 354 1361 26 295 70 57 36 781 3543489 2219 2802 121 24 56 23
internal_value=0 -69.9871 1833.26 4922.35 -408.786 -1046.43 13226.1 30911.5 10167 6431.69 -823.634 -2724.52 -2122.91 -551.494 -21225.9 3027.2 4036.06 6326.61 7335.54 -7275.64 -17836.9 -28583.1 -10048.4 10.1014 1699.87 2593.18 7880.54 9693.19 69045.3 131360
internal_weight=0 513821 13884 5839 8045 7674 1085 160 925 773 7631 5017 4859 4055 158 4754 4330 2969 2850 424 119 93 804 3.55998e+06 16494 14275 3026 2905 103 47
internal_count=4073804 513821 13884 5839 8045 7674 1085 160 925 773 7631 5017 4859 4055 158 4754 4330 2969 2850 424 119 93 804 3559983 16494 14275 3026 2905 103 47
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=31
num_cat=0
split_feature=1 2 0 6 3 0 0 7 1 4 4 4 3 1 4 6 6 4 2 0 0 2 1 6 5 3 0 0 5 0
split_gain=2.86257e+11 1.79605e+12 5.57121e+12 9.14609e+12 5.69417e+12 4.98333e+12 1.28772e+13 7.85011e+12 8.61895e+12 7.15732e+12 6.9984e+12 5.8998e+12 4.56359e+12 3.8949e+12 9.74921e+12 9.92445e+12 9.03264e+12 1.03461e+13 1.20847e+13 8.88357e+12 2.03959e+13 1.33004e+13 1.23049e+13 7.78104e+12 8.22616e+12 7.53146e+12 6.82846e+12 6.46957e+12 9.1396e+12 7.06326e+12
threshold=91.292296250000007 9907.0000000000018 52.02416370000001 76.605000000000004 6.5000000000000009 51.659529100000007 51.307150200000002 6.0000000000000009 113.48479755000001 9.5000000000000018 8.5000000000000018 5.5000000000000009 1.5000000000000002 107.59716050000002 9.5000000000000018 130.05000000000004 108.05000000000001 3.5000000000000004 5325.0000000000009 51.659529100000007 50.596941950000009 5325.0000000000009 103.8879505 49.485000000000007 1.5000000000000002 6.5000000000000009 55.60524465000001 51.768991500000006 3.5000000000000004 51.707269950000004
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 10 -10 -7 12 -3 19 15 16 17 26 -19 20 22 -22 -2 24 -16 -20 -15 28 29 -21
right_child=1 2 -4 -5 -6 7 -8 -9 9 -11 -12 -13 -14 14 23 -17 -18 18 25 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.043822339009135 97792.79250000001 11435.600990413679 41.558376944587515 -17816.354568173334 -18426.325746695049 -13157.78387632979 26694.427497957193 24902.719354802914 -3677.6859051652464 33582.036405512968 -49934.519208984377 -25054.81878230883 -1905.4797413548586 -10242.204183740936 -7696.7960848712701 -65755.143251953123 61469.05337611607 -2984.3941380596757 7882.761294121894 -6118.6761877680765 -107509.02906249999 -22630.475867004396 5244.5857728247556 1478.7208242710346 -39228.436153371709 29979.830617357336 21685.341634602868 155.33132355029889 55024.624627976191 15137.474349922712
leaf_weight=3931467 20 329 26675 416 209 376 196 88 1891 53 60 92 1162 627 641 20 28 1123 3676 255 20 240 51 1116 95 161 75 102196 42 404
leaf_count=3931467 20 329 26675 416 209 376 196 88 1891 53 60 92 1162 627 641 20 28 1123 3676 255 20 240 51 1116 95 161 75 102196 42 404
internal_value=0 139.315 -526.375 -3635.9 -2312.05 -1519.05 2515.58 -4427.32 -5511.79 -2661.86 -18218.8 -478.142 1038.33 328.867 2519.54 4564.43 4811.6 4531.41 6139.58 168.388 -16187.8 -29159.6 31314.5 -3785.15 -11766.8 8809.95 -6831.14 221.003 9795.02 6912.41
internal_weight=0 142337 31547 4872 4456 4247 1779 2468 2380 1944 436 1583 1491 110790 7562 5710 5690 5662 4960 103228 331 260 71 1852 736 3837 702 102897 701 659
internal_count=4073804 142337 31547 4872 4456 4247 1779 2468 2380 1944 436 1583 1491 110790 7562 5710 5690 5662 4960 103228 331 260 71 1852 736 3837 702 102897 701 659
is_linear=0
shrinkage=0.1


Tree=4712
num_leaves=31
num_cat=0
split_feature=1 0 0 6 0 0 4 4 0 2 0 3 6 6 6 6 3 6 5 6 1 0 0 6 5 6 4 5 6 6
split_gain=3.39115e+11 1.28673e+12 2.95861e+12 2.59119e+12 1.23524e+12 5.43245e+12 7.71328e+12 7.262e+12 4.56384e+12 3.90419e+12 5.51459e+12 3.41913e+12 3.20102e+12 1.757e+13 8.37812e+12 1.42156e+13 6.34177e+12 7.26623e+12 1.46858e+13 3.85029e+12 3.28686e+12 5.5726e+12 1.53169e+13 8.6607e+12 5.52393e+12 5.90285e+12 9.32147e+12 5.35658e+12 5.0123e+12 3.50011e+12
threshold=113.48479755000001 44.046956350000009 48.179569850000007 49.895000000000003 52.07762420000001 52.960348700000004 8.5000000000000018 1.5000000000000002 52.516286950000008 9907.0000000000018 57.719618750000002 3.5000000000000004 134.05000000000004 110.01500000000001 89.00500000000001 87.395000000000024 7.5000000000000009 92.02500000000002 3.5000000000000004 100.05000000000001 118.02765200000002 58.08467765000001 56.888401950000009 56.805000000000007 2.5000000000000004 71.715000000000018 8.5000000000000018 3.5000000000000004 63.855000000000011 48.025000000000013
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 3 -3 -4 6 7 -6 -9 10 -7 -11 13 14 15 20 17 -16 -19 -20 -13 22 23 -22 28 26 -26 -27 -25 -23
right_child=1 2 4 -5 5 9 -8 8 -10 11 -12 12 -14 -15 16 -17 -18 18 19 -21 21 29 -24 24 25 27 -28 -29 -30 -31
leaf_value=-2.3214458397043969 21411.10845231681 450.91220703125003 902.86139030851427 -48764.951375679346 21679.402990722658 -40268.261981534095 23080.689301757811 -23064.412690058845 -65610.049114583337 1853.3198026557607 13031.342395833335 -8629.1608497212728 -32561.690245863971 80197.577352201028 -73193.105797697368 80689.752304949085 5818.7017252604164 36213.029121767242 -26953.502693684895 -84870.864559659094 4493.9529570438244 -1605.8337595825842 -84575.881933593759 -17498.723258979648 -12151.00971042799 -23800.510681332744 26217.939320725665 9183.7272145432707 -57055.349136513163 6772.6789447375068
leaf_weight=4047600 29 20 16519 23 32 55 45 158 30 4984 30 600 34 26 38 21 48 29 24 22 648 947 24 204 138 203 117 65 38 1053
leaf_count=4047600 29 20 16519 23 32 55 45 158 30 4984 30 600 34 26 38 21 48 29 24 22 648 947 24 204 138 203 117 65 38 1053
internal_value=0 358.582 335.257 -25873.9 378.384 -522.878 -14641.9 -22357.9 -29853.6 -122.628 -21456.6 73.1394 -2000.34 -1755.56 -2260.61 -1372.99 -24633 -37568.2 -19518.2 -54653.1 -1799.87 -607.675 -5358.03 -4012.5 -11218 -5437.67 5453.57 -15800.6 -23710.1 2805.45
internal_weight=0 26204 26175 43 26132 9613 265 220 188 9348 85 9263 4279 4245 4219 4058 161 113 75 46 4037 3437 1437 1413 765 523 255 268 242 2000
internal_count=4073804 26204 26175 43 26132 9613 265 220 188 9348 85 9263 4279 4245 4219 4058 161 113 75 46 4037 3437 1437 1413 765 523 255 268 242 2000
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=31
num_cat=0
split_feature=0 1 1 4 6 6 1 2 6 4 0 6 4 6 6 6 6 4 3 4 4 2 6 4 6 2 1 1 4 2
split_gain=2.98473e+11 1.33416e+12 1.30795e+12 3.71909e+12 2.31123e+12 3.86218e+12 2.27258e+12 7.95203e+12 3.44381e+12 4.64014e+12 2.6185e+12 1.97622e+12 2.69209e+12 1.97005e+12 4.19421e+12 1.91952e+12 1.74843e+12 1.72974e+12 1.59859e+12 1.43299e+12 1.39382e+12 2.46712e+12 1.71038e+12 1.25698e+12 5.55985e+12 9.06734e+12 3.0467e+12 5.05273e+12 3.00205e+12 3.66718e+12
threshold=61.78914120000001 30.509101000000005 30.624707450000006 4.5000000000000009 53.995000000000012 60.910000000000004 33.882313700000005 14143.500000000002 52.015000000000008 3.5000000000000004 63.565651350000003 72.020000000000024 8.5000000000000018 47.005000000000003 39.810000000000009 57.715000000000011 65.00500000000001 4.5000000000000009 8.5000000000000018 5.5000000000000009 1.5000000000000002 8009.5000000000009 45.995000000000012 2.5000000000000004 73.41500000000002 6426.0000000000009 118.02765200000002 56.805602900000004 3.5000000000000004 4395.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 7 8 -4 16 -11 12 -7 14 -5 -3 -10 -9 -19 -15 21 -8 -23 24 26 -26 27 -22 29 -25
right_child=1 2 6 4 5 11 20 17 9 10 -12 -13 -14 19 -16 -17 -18 18 -20 -21 23 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=2.2683392715794972 -23413.964484374999 14058.109298270088 -8776.2126168199775 8400.1889197716355 -43121.490321180558 27329.359903971359 12602.966725802951 25923.554966634114 -21263.695815022787 -35017.502832031249 -77096.081398809532 -22826.936312500002 -18429.23716430664 24893.580718750003 -35202.82699497768 54053.063913690479 13928.2357421875 -257.97477189577546 28020.296936616443 -966.18451171875006 2553.6263168371788 -2662.7907442167211 -22764.622054339474 35977.144084821426 16935.560339095744 -38155.219035525442 -3037.7912156617513 16216.790926436057 -131.94219269879306 -6206.9221106708919
leaf_weight=4045394 25 28 186 104 27 36 45 30 48 50 21 25 20 75 28 21 20 416 21 30 1243 77 94 21 47 82 562 346 23578 1104
leaf_count=4045394 25 28 186 104 27 36 45 30 48 50 21 25 20 75 28 21 20 416 21 30 1243 77 94 21 47 82 562 346 23578 1104
internal_value=0 -322.996 -302.659 5418.87 1757.37 -10367.4 -383.195 -5663.57 -17675 -29582.6 -47463.3 550.603 10987 7282.59 -848.936 31198.8 -10913.1 2695.54 1100.94 17505.1 -229.437 -8230.44 -13712.9 -165.389 2081.22 -18083.4 3290.53 5528.74 -372.742 -5419.49
internal_weight=0 28410 28385 394 345 108 27991 792 325 139 71 81 56 237 132 49 68 467 437 105 27199 216 171 26983 2280 129 2151 1589 24703 1125
internal_count=4073804 28410 28385 394 345 108 27991 792 325 139 71 81 56 237 132 49 68 467 437 105 27199 216 171 26983 2280 129 2151 1589 24703 1125
is_linear=0
shrinkage=0.1


Tree=4714
num_leaves=31
num_cat=0
split_feature=6 0 3 5 2 1 7 4 3 3 5 0 3 4 1 0 2 1 1 4 1 4 2 4 4 1 4 1 0 5
split_gain=3.00089e+11 4.09874e+12 1.2862e+13 1.28168e+13 1.49855e+13 3.0515e+13 1.22301e+13 1.14269e+13 1.3731e+13 1.59826e+13 1.04517e+13 1.03209e+13 1.65908e+13 1.3684e+13 1.81941e+13 1.54812e+13 1.22739e+13 1.17576e+13 8.70684e+12 1.60519e+13 7.44385e+12 5.89005e+12 9.61144e+12 1.19448e+13 5.32117e+12 5.16867e+12 4.79749e+12 7.15658e+12 1.11185e+13 6.21586e+12
threshold=189.00000000000003 44.739668300000005 3.5000000000000004 5.5000000000000009 2882.5000000000005 39.735861600000007 6.0000000000000009 13.500000000000002 6.5000000000000009 5.5000000000000009 4.5000000000000009 43.472751400000007 14.500000000000002 4.5000000000000009 37.780517050000007 44.249882500000005 3999.0000000000005 39.843340650000009 43.80299105000001 4.5000000000000009 43.56803845000001 5.5000000000000009 11703.500000000002 9.5000000000000018 4.5000000000000009 39.105193450000009 7.5000000000000009 47.386825600000002 42.965693300000005 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 25 11 8 9 -8 -10 16 13 -13 -15 17 -4 -16 19 -6 -19 -18 23 -23 -5 -2 27 29 -29 -20
right_child=1 -3 6 24 18 -7 7 -9 10 -11 -12 12 -14 14 15 -17 21 20 26 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.0953150203016859 -35732.837037037039 1649.9962477121921 51061.687068965519 25647.222055288465 502.5277999074836 -136079.56272638493 18585.526387532555 -63374.88820312501 16538.362172719597 -86011.043080357151 98366.228067129632 10373.024274553572 37185.784442934782 -1411.8326941287878 -29273.559698932928 -165687.01609375002 5503.5956443319519 -146783.82743675596 25552.556091657367 97467.54438004033 -65259.006705729167 -107252.07756522042 14182.777581521739 -8786.5560014204548 92470.269034090918 19846.09375 34490.742155827706 10681.987375000001 -83630.287199218757 -32536.355593749999
leaf_weight=4067180 27 5738 29 26 38 22 48 20 37 21 27 28 23 33 41 20 49 21 70 31 24 28 23 22 22 44 37 25 25 25
leaf_count=4067180 27 5738 29 26 38 22 48 20 37 21 27 28 23 33 41 20 49 21 70 31 24 28 23 22 22 44 37 25 25 25
internal_value=0 672.53 -5657.83 7867.79 1113.38 -33175.4 -16390.7 7099.24 17696.8 -13248.2 51059.5 -26930.2 -42439.5 -53405.9 -66253.4 -86439.9 -7415.19 -68010.4 13818 44066.5 -103304 -21315.4 -39317.2 -63927.2 56274.5 -1289.56 2350.11 -5851.29 -36474.1 10266
internal_weight=0 6624 886 392 344 93 494 153 133 69 64 341 190 167 139 106 151 86 251 69 45 122 73 50 48 71 182 145 50 95
internal_count=4073804 6624 886 392 344 93 494 153 133 69 64 341 190 167 139 106 151 86 251 69 45 122 73 50 48 71 182 145 50 95
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 7 6 6 4 4 4 5 6 6 6 4 6 6 1 6 6 4 5 6 4 6 5 6
split_gain=2.95464e+11 5.50812e+12 2.9557e+13 1.88133e+13 1.55931e+13 2.12704e+13 2.82767e+13 4.90382e+13 2.31655e+13 2.00839e+13 1.98396e+13 2.11244e+13 1.84874e+13 2.53471e+13 2.86041e+13 1.78318e+13 1.71772e+13 1.50967e+13 2.13284e+13 1.46451e+13 1.29831e+13 3.14912e+13 2.60546e+13 2.57127e+13 1.98967e+13 1.62758e+13 1.39068e+13 1.30776e+13 1.20525e+13 3.28507e+13
threshold=45.00849250000001 45.015054600000006 38.958307950000012 54.990000000000002 41.912736000000002 39.038055050000004 39.069277450000008 6.0000000000000009 41.285000000000004 93.050000000000011 16.500000000000004 18.500000000000004 22.500000000000004 2.5000000000000004 93.050000000000011 79.710000000000022 50.995000000000012 16.500000000000004 64.015000000000015 64.805000000000021 38.977585500000011 95.045000000000016 71.715000000000018 6.5000000000000009 3.5000000000000004 104.01000000000001 17.500000000000004 64.015000000000015 2.5000000000000004 101.02000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 7 8 -7 17 -10 -12 13 16 -15 19 -13 -8 -19 -9 22 -22 27 -24 26 -25 -23 -4 -14 -30
right_child=1 -3 4 -5 -6 6 9 15 10 -11 11 12 28 14 -16 -17 -18 18 -20 -21 21 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=103.64194515612859 -16033.767408181302 0.45129997791801746 473.0394899749756 -72081.856640625003 -12786.304876952403 -3755.2907427514506 2315.5476705308834 -20464.355635579428 8426.0319603994503 47106.696298475152 47978.809467537176 20485.220289431596 44843.337859337073 115746.03585737181 8025.7493032882458 -77108.62424609375 -26230.492542270531 -3124.6497322781215 -25091.441828197905 42106.856231398815 -6322.3580513370034 -45413.061830357146 -25434.849730603451 79227.740416096174 32992.690937500003 20350.984276270607 -114749.31360426683 -40684.265748131795 -52219.65148511203 49291.789165039067
leaf_weight=257666 179 3801523 480 90 1097 513 2999 342 883 83 372 127 309 39 67 50 207 1900 576 42 3613 112 58 97 25 91 39 92 53 80
leaf_count=257666 179 3801523 480 90 1097 513 2999 342 883 83 372 127 309 39 67 50 207 1900 576 42 3613 112 58 97 25 91 39 92 53 80
internal_value=0 -6.99791 -1944.62 -34785.9 -1328.82 -380.153 2545.34 10224.4 15327.5 -1715.6 19908.4 27993.7 19564.7 5053.94 47658.7 -20934.9 -8467.33 -2455.74 -8234.86 -13620.6 -5867.9 -8334.48 5557.35 32771.6 -49640.2 50728.9 -63321.1 -6146.67 34009.7 8839.86
internal_weight=0 3.81614e+06 14615 269 14346 13249 8642 3084 2650 5558 2137 1254 882 440 106 434 334 5475 2476 384 4607 3789 818 246 176 188 151 572 442 133
internal_count=4073804 3816138 14615 269 14346 13249 8642 3084 2650 5558 2137 1254 882 440 106 434 334 5475 2476 384 4607 3789 818 246 176 188 151 572 442 133
is_linear=0
shrinkage=0.1


Tree=4716
num_leaves=31
num_cat=0
split_feature=1 0 3 6 6 6 4 5 6 3 3 3 3 3 6 3 0 0 3 6 4 6 3 4 4 6 4 6 3 6
split_gain=2.95194e+11 1.18548e+12 1.28218e+12 1.18702e+12 8.3753e+12 7.01816e+12 9.07963e+12 9.49002e+12 4.103e+12 7.43303e+12 6.227e+12 4.74747e+12 6.9332e+12 2.47391e+12 1.2229e+12 3.49274e+12 9.18961e+12 5.89823e+12 8.8551e+12 1.10138e+13 7.98708e+12 7.51154e+12 1.48771e+13 5.76369e+12 5.42707e+12 4.29394e+12 9.29754e+12 5.11172e+12 3.66039e+12 5.32437e+12
threshold=113.48479755000001 63.565651350000003 2.5000000000000004 125.02000000000002 120.05000000000001 128.05000000000004 4.5000000000000009 3.5000000000000004 156.15000000000003 3.5000000000000004 5.5000000000000009 4.5000000000000009 8.5000000000000018 7.5000000000000009 98.020000000000024 3.5000000000000004 52.07762420000001 56.638205000000006 6.5000000000000009 108.05000000000001 8.5000000000000018 100.05000000000001 7.5000000000000009 10.500000000000002 6.5000000000000009 114.05000000000001 12.500000000000002 108.05000000000001 1.5000000000000002 105.00500000000001
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 -3 4 14 -5 7 -7 11 -10 -11 -8 13 -13 -2 16 28 18 19 20 -17 -20 -23 -22 -21 26 27 -24 -16 -30
right_child=1 2 -4 5 -6 6 8 -9 9 10 -12 12 -14 -15 15 17 -18 -19 21 24 23 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.1659036795725606 476.10367705848557 -1317.5137912326391 -34723.706816406251 -56491.631441406258 44032.610645398228 -5293.0391845703125 21967.805615234378 77797.989225260419 -71634.608713942318 28218.826982060185 -35310.821185980902 -16641.273470421995 31853.417288773147 -56047.977938988101 -3489.8753906250004 -28316.025199854656 21039.453746150091 -22654.608945025277 28648.280166903412 98283.855539772732 53458.340960015194 -77639.789772727279 13056.885905827703 -9807.4700195312507 34900.570652901784 -38365.116906250005 59021.025101412262 -43016.362176724142 -56627.955802671371 -9831.9912255859381
leaf_weight=4047600 25132 27 20 25 44 28 62 27 26 27 36 66 27 21 43 43 52 85 44 22 36 33 37 24 35 25 26 29 62 40
leaf_count=4047600 25132 27 20 25 44 28 62 27 26 27 36 66 27 21 43 43 52 85 44 22 36 33 37 24 35 25 26 29 62 40
internal_value=0 334.556 -15532.9 363.067 440.948 -5463.82 -1477.27 35497.1 -9151.19 -26649.2 -8083.83 -302.758 -12414.8 -26153.2 366.514 -3964.01 -15026.5 1000.26 6680.1 24095.6 4577.98 -7683.19 -18340.4 28152 59364.3 -1614.97 8371.49 -11581.4 -27960.5 -38276.6
internal_weight=0 26204 47 26157 25812 345 320 55 265 89 63 176 114 87 25768 636 197 439 354 160 103 194 150 60 57 117 92 66 145 102
internal_count=4073804 26204 47 26157 25812 345 320 55 265 89 63 176 114 87 25768 636 197 439 354 160 103 194 150 60 57 117 92 66 145 102
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=31
num_cat=0
split_feature=6 1 1 5 3 4 4 0 6 1 1 0 6 7 2 4 6 3 1 1 0 0 3 6 6 1 6 1 4 5
split_gain=2.84718e+11 4.74839e+12 8.73297e+12 1.16292e+13 1.55582e+13 3.18102e+13 1.90209e+13 3.20304e+13 2.80336e+13 4.28734e+13 2.63618e+13 2.79897e+13 2.50249e+13 1.8871e+13 4.26727e+13 1.68465e+13 2.39286e+13 2.35171e+13 1.65687e+13 4.99124e+13 1.65671e+13 1.516e+13 3.07113e+13 1.44575e+13 3.45591e+13 1.41115e+13 1.77591e+13 2.06389e+13 2.69407e+13 1.99599e+13
threshold=110.01500000000001 37.924401400000008 37.503969450000007 3.5000000000000004 13.500000000000002 17.500000000000004 7.5000000000000009 55.622114900000007 130.05000000000004 37.600779750000008 37.897576350000001 55.554045200000012 120.05000000000001 6.0000000000000009 75.000000000000014 14.500000000000002 142.05000000000004 7.5000000000000009 37.858952300000006 37.740454950000007 55.568628050000008 55.897267000000006 7.5000000000000009 134.05000000000004 122.65000000000002 37.729575300000008 149.05000000000004 37.768783500000005 12.500000000000002 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 6 18 12 10 9 -9 11 23 -4 14 -11 16 -10 -17 19 -6 -13 22 -16 24 -8 -5 27 28 -27 -30
right_child=1 -3 3 25 5 -7 7 8 15 13 -12 20 -14 -15 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.5870531257451144 226.86011387524852 -659.38031875101797 61984.623267926363 10775.543422303745 146093.65114182694 14349.546098129205 8387.732917079642 -144884.24504394532 143425.55401785715 -138233.44189732143 -32834.88621727196 163598.58675781253 6024.1192615327382 23603.00241307501 61714.126252394461 -56522.683268229164 14150.614782986113 57533.11322063578 154606.53849158654 -64033.210488281249 58282.146080508479 -49536.341253810977 -49210.264453125004 -26267.513886718749 122630.83262902462 -94119.834352678576 16826.394584433685 -7884.2586562969336 44943.896206752237 -80286.913750000007
leaf_weight=4000160 15422 55177 129 693 26 223 134 32 21 35 74 20 210 67 52 48 45 29 26 20 59 82 48 60 33 70 213 541 35 20
leaf_count=4000160 15422 55177 129 693 26 223 134 32 21 35 74 20 210 67 52 48 45 29 26 20 59 82 48 60 33 70 213 541 35 20
internal_value=0 -194.84 1193.15 6087.1 12471.3 33008.4 7328.29 -748.937 -18527.1 -35151.9 20725.2 33677.6 27318.8 -22787.7 -37111.1 18210.4 55283.5 -13566.6 90799.2 54734.1 84944.5 -17664.5 8470.42 15835.8 30962.7 104.961 -8307.68 -16346.1 -52968.7 -594.58
internal_weight=0 73644 18467 3045 1473 295 1178 839 459 316 380 306 339 284 217 143 66 77 72 46 79 182 100 227 167 1572 879 666 125 55
internal_count=4073804 73644 18467 3045 1473 295 1178 839 459 316 380 306 339 284 217 143 66 77 72 46 79 182 100 227 167 1572 879 666 125 55
is_linear=0
shrinkage=0.1


Tree=4718
num_leaves=31
num_cat=0
split_feature=3 0 0 4 3 2 3 1 1 6 0 6 6 4 0 3 1 5 6 0 6 6 1 1 6 6 6 1 3 4
split_gain=2.76888e+11 1.39913e+12 4.6855e+12 1.63279e+13 6.96913e+12 1.72138e+13 1.15073e+13 2.84972e+13 3.28054e+13 1.99646e+13 1.09433e+13 1.04579e+13 6.08334e+12 6.37109e+12 5.67436e+12 6.63671e+12 1.04679e+13 1.43989e+13 5.2967e+12 4.41562e+12 4.39398e+12 4.53815e+12 4.24935e+12 9.95195e+12 4.35837e+12 6.79187e+12 4.67103e+12 3.90837e+12 3.73608e+12 6.86865e+12
threshold=27.500000000000004 55.834019500000004 55.858844800000007 32.500000000000007 28.500000000000004 75.000000000000014 29.500000000000004 37.631035900000008 37.517483500000004 60.605000000000011 56.520242650000007 56.205000000000005 84.00500000000001 34.500000000000007 55.883833400000007 32.500000000000007 37.543519500000009 2.5000000000000004 66.50500000000001 55.728148450000006 41.990000000000002 52.990000000000002 37.46219940000001 37.401708450000008 97.020000000000024 94.02500000000002 108.05000000000001 37.780517050000007 29.500000000000004 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 19 3 -3 5 11 7 8 -6 -10 -9 -4 13 -7 20 16 17 18 -16 22 -8 -22 23 -2 25 28 -26 -21 29 -24
right_child=1 2 4 -5 6 12 14 10 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 27 21 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.96440334324389887 8982.7717306385875 65251.235667509194 11011.262257893881 4835.0707538311299 16769.956756882439 -1675.8805166866002 20509.040794270833 72463.451264880947 -63826.275213068177 -175772.20085565478 -3669.9684631021264 73406.315759477468 34894.380946751648 -52991.710184151787 23366.443821577592 -7851.6786212207826 780.56125004209332 87307.574927455367 -29767.242001488095 -3910.0891743820375 -46178.281242028061 -8357.744301215278 -10985.534742476853 -64323.265927419357 -57489.252624511719 62185.675390625001 2150.9983162715521 -37735.859799107144 83.672203715642297 14083.412957806206
leaf_weight=4068237 46 51 48 364 42 178 30 21 66 21 187 61 38 28 176 246 348 35 21 1421 49 90 135 31 24 20 29 35 1152 574
leaf_count=4068237 46 51 48 364 42 178 30 21 66 21 187 61 38 28 176 246 348 35 21 1421 49 90 135 31 24 20 29 35 1152 574
internal_value=0 704.765 2741.74 12259.7 397.556 12890.2 -2913.18 -18884.2 -55809.4 -90847.7 4016.58 45929.6 -1869.21 -8650.85 2496.09 5911.95 11749.6 28203.2 17702.4 -529.055 -14199.2 -21690.2 2507.59 -20530 3424.8 4221.66 -24855.9 -4723.21 3598.72 9310.06
internal_weight=0 5567 2100 415 1685 353 1332 337 129 87 208 109 244 206 995 826 580 232 197 3467 169 139 2011 77 1934 1881 53 1456 1861 709
internal_count=4073804 5567 2100 415 1685 353 1332 337 129 87 208 109 244 206 995 826 580 232 197 3467 169 139 2011 77 1934 1881 53 1456 1861 709
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=31
num_cat=0
split_feature=3 0 1 0 5 6 5 6 4 6 3 1 3 6 0 6 6 4 4 1 0 0 0 0 0 4 1 0 3 6
split_gain=3.47674e+11 1.87861e+12 1.87871e+12 4.10929e+12 3.18409e+12 2.75017e+12 1.92169e+12 5.06661e+12 3.67362e+12 1.89149e+12 3.70485e+12 3.52788e+12 1.67688e+12 1.47958e+12 6.23333e+11 6.11378e+11 2.83794e+11 5.25624e+12 5.67301e+12 3.44586e+12 1.80424e+13 1.19361e+13 7.4895e+12 6.88526e+12 6.69217e+12 6.1805e+12 5.80649e+12 4.57988e+12 4.1002e+12 1.23073e+13
threshold=33.500000000000007 55.660117850000006 60.516422150000004 55.866549750000011 2.5000000000000004 89.00500000000001 1.5000000000000002 40.205000000000005 37.500000000000007 57.715000000000011 34.500000000000007 37.649344350000007 34.500000000000007 38.205000000000005 56.83050475000001 78.605000000000004 189.00000000000003 34.500000000000007 25.500000000000004 30.303340300000002 59.898927250000007 59.939085000000013 59.838047850000002 59.963561900000009 54.724612400000005 7.5000000000000009 20.507515800000004 54.73499850000001 1.5000000000000002 247.90000000000001
decision_type=2 2 2 2 2 2 2 2 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 5 12 6 7 13 -9 -8 -11 -12 14 -3 -4 -13 -1 18 19 20 22 -22 24 -23 26 -25 -18 -26 29 -21
right_child=1 2 4 -5 -6 -7 9 8 -10 10 11 15 -14 -15 -16 -17 17 -19 -20 28 21 23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-1.3586336106571528 -24859.989495584239 2053.2550480769232 -20552.990760869565 52380.715703125003 16537.499175347224 41063.211328125006 -31313.456978352864 14674.717347419553 66951.024609375003 -27250.538292738973 47277.621530877979 9689.0729654947918 -43800.033937872031 -31400.759542236327 3585.7930419921877 -12655.771843750001 -48292.882508680559 44685.779918981483 -46145.402043269234 23962.230895730725 114105.17355608259 -18144.955468750002 -60107.366314697269 89735.988392857151 56449.673687499999 15450.719416618347 18909.469921874999 1888.4962890625002 -720.82340271510566 -2489.0995788196683
leaf_weight=4066770 23 39 23 20 36 20 24 41 20 34 21 24 21 20 20 25 36 27 26 276 21 22 24 21 25 24 20 40 5576 485
leaf_count=4066770 23 39 23 20 36 20 24 41 20 34 21 24 21 20 20 25 36 27 26 276 21 22 24 21 25 24 20 40 5576 485
internal_value=0 2908.33 4554.39 8654.71 -7254.54 5391.58 2514.83 11606.2 31814.5 -6008.34 -168.7 12985.3 -20637.6 -9287.09 -9325.65 -1711.36 -0.293446 653.772 473.532 658.02 12601.5 48321.5 -9076.89 27702.7 1044.85 50117.2 -24292 22873.6 218.881 7104.29
internal_weight=0 411 388 288 100 268 248 120 61 128 104 70 64 59 43 49 4.07339e+06 6623 6596 6570 233 88 145 67 121 45 56 65 6337 761
internal_count=4073804 411 388 288 100 268 248 120 61 128 104 70 64 59 43 49 4073393 6623 6596 6570 233 88 145 67 121 45 56 65 6337 761
is_linear=0
shrinkage=0.1


Tree=4720
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 0 6 6 6 6 6 1 1 4 6 6 5 1 0 4 6 7 1 6 5 5 6 6 0 6
split_gain=2.98594e+11 8.37471e+11 2.13599e+12 1.70635e+12 2.68833e+12 5.11103e+12 3.52529e+12 1.60229e+12 9.43051e+12 4.31949e+12 4.19344e+12 3.71596e+12 3.48904e+12 2.02426e+12 2.76852e+12 3.32186e+12 1.83945e+12 4.36569e+12 2.8452e+12 2.73018e+12 6.32995e+12 2.4597e+12 2.87024e+12 4.59834e+12 2.16552e+12 2.04181e+12 1.87226e+12 2.82318e+12 1.83221e+12 1.63549e+12
threshold=31.500000000000004 37.755233900000007 37.740454950000007 55.710673100000008 32.500000000000007 56.782540950000005 65.410000000000011 42.875000000000007 43.905000000000008 45.995000000000012 46.805000000000007 37.631035900000008 37.586700500000006 32.500000000000007 35.995000000000012 32.805000000000007 1.5000000000000002 37.503969450000007 59.838047850000002 36.500000000000007 64.805000000000021 6.0000000000000009 37.586700500000006 87.395000000000024 2.5000000000000004 2.5000000000000004 59.025000000000013 74.615000000000009 55.876067900000002 40.610000000000007
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 7 -3 5 6 -5 11 -9 -10 -11 12 13 -2 15 -15 17 -12 19 21 -21 24 26 -24 -18 -22 -23 -28 -29 -13
right_child=1 3 -4 4 -6 -7 -8 8 9 10 16 29 -14 14 -16 -17 18 -19 -20 20 25 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.54924415390175219 37232.479509943187 -5300.1741534116463 -20931.507519531253 68409.296571180559 1209.2841098312044 5913.9289310642935 16296.186593750001 -51717.086360677087 40746.290264423078 -42755.647282608697 -16622.431315104168 -2762.5010323660717 52111.659467773439 8631.9848137133067 13136.011444450829 -38664.337008101858 -4004.1380364118304 37584.976559995994 32725.914583333331 -57892.365255301345 13772.864406866776 -11865.196887003582 5965.3275536605997 53321.919921875 -44623.30747767858 -23977.136786684787 14698.217232296445 72.651922200520843 -31708.873707932697 -40203.744609375004
leaf_weight=4072128 22 139 48 27 274 122 25 36 26 23 24 28 20 33 136 27 35 39 24 28 38 120 97 26 21 23 109 60 26 20
leaf_count=4072128 22 139 48 27 274 122 25 36 26 23 24 28 20 33 136 27 35 39 24 28 38 120 97 26 21 23 109 60 26 20
internal_value=0 1334.49 -306.681 4379.17 7382.36 17103.2 43354.9 644.319 -1770.33 730.477 -770.838 7018.67 12137.7 8470.32 5241.92 -12651.4 670.431 16934.5 -1017.61 -2406.7 -18529.1 497.941 3021.04 15975.7 -19236.3 -460.743 -2037.43 4010.43 -9535.72 -18363
internal_weight=0 1676 1089 587 448 174 52 1041 755 719 693 286 238 218 196 60 670 63 607 583 89 494 438 123 56 61 315 195 86 48
internal_count=4073804 1676 1089 587 448 174 52 1041 755 719 693 286 238 218 196 60 670 63 607 583 89 494 438 123 56 61 315 195 86 48
is_linear=0
shrinkage=0.1


Tree=4721
num_leaves=31
num_cat=0
split_feature=3 0 1 1 6 6 1 7 6 1 5 6 3 0 4 0 5 6 6 1 1 0 4 3 6 6 1 1 1 1
split_gain=2.98971e+11 1.429e+12 1.56634e+12 3.36861e+12 3.27834e+12 4.02123e+12 5.53939e+12 3.97027e+12 3.74246e+12 6.64139e+12 2.57912e+12 1.71812e+12 1.50667e+12 1.44331e+12 2.94314e+11 4.83512e+12 6.66341e+12 1.35698e+13 8.74264e+12 5.91248e+12 1.15186e+13 1.07322e+13 2.69222e+13 1.86987e+13 1.15963e+13 1.50477e+13 5.98961e+12 2.61329e+13 5.46202e+12 1.76468e+13
threshold=33.500000000000007 55.660117850000006 60.516422150000004 37.768783500000005 73.41500000000002 40.205000000000005 37.488790500000007 6.0000000000000009 50.995000000000012 37.618684050000006 2.5000000000000004 87.395000000000024 35.500000000000007 56.838524800000009 34.500000000000007 55.768246800000007 2.5000000000000004 122.65000000000002 65.410000000000011 37.563506350000004 37.517483500000004 55.749683450000006 37.500000000000007 19.500000000000004 45.995000000000012 64.805000000000021 37.475446350000006 37.488790500000007 37.631035900000008 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 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 12 -7 11 -8 -10 13 -6 -3 -4 -1 19 17 28 -18 20 26 -21 23 24 -23 -26 -16 -28 -17 -30
right_child=1 2 10 -5 7 6 8 -9 9 -11 -12 -13 -14 -15 15 16 18 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.59176174042490703 -21521.536786684785 6629.3442545572925 -31523.07200168919 39592.530921223959 -53713.00368303572 61098.461733217599 35262.956291118426 13693.797983870967 24826.720258246529 -38880.615585937507 14762.820334201388 -13724.054211425782 -27242.728178879312 -1115.1498083043982 -148.97770760037253 -13855.119895766431 61193.646701388891 55839.514620535716 3127.3402617754923 -5725.1898096044579 -32574.417868073455 156830.57606534092 -6094.4286293992727 7145.5152315848218 3589.5180615234381 119963.567125 128017.11757812501 6229.7172168628595 51265.356044407898 -5564.3261166844231
leaf_weight=4069190 23 24 37 30 21 27 38 31 36 30 36 22 29 27 755 742 27 35 654 143 97 22 103 35 20 25 20 148 57 1320
leaf_count=4069190 23 24 37 30 21 27 38 31 36 30 36 22 29 27 755 742 27 35 654 143 97 22 103 35 20 25 20 148 57 1320
internal_value=0 2696.94 4132.58 7876.53 4188.62 11337.3 20740.4 -13586.4 10262.8 -4131.16 -6650.01 -33253.5 -11904.4 -18694.7 -0.272117 -836.648 -3192.73 -5918.71 5429.53 4046.02 206.023 15301.2 29968.4 66384.8 97330.6 68241.8 3650.99 20728.2 -6938.78 -3211.9
internal_weight=0 411 388 288 258 184 131 74 104 66 100 43 53 64 4.07339e+06 4203 2835 2154 681 1368 1020 348 205 102 67 45 923 168 2119 1377
internal_count=4073804 411 388 288 258 184 131 74 104 66 100 43 53 64 4073393 4203 2835 2154 681 1368 1020 348 205 102 67 45 923 168 2119 1377
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=31
num_cat=0
split_feature=5 6 0 3 6 0 6 1 4 3 2 1 6 1 4 1 1 3 5 2 0 6 0 3 6 1 6 6 1 1
split_gain=2.76414e+11 2.60871e+12 5.56742e+12 1.78482e+13 1.21856e+13 1.23219e+13 7.78415e+12 7.04785e+12 6.38479e+12 1.9155e+13 7.04217e+12 5.60975e+12 5.11169e+12 6.07636e+12 5.40621e+12 5.0231e+12 4.93311e+12 4.81476e+12 2.96638e+12 2.86068e+12 6.27759e+12 1.26248e+12 2.80198e+11 4.74048e+12 9.16819e+12 1.69603e+13 1.30086e+13 1.6366e+13 2.14049e+13 1.75057e+13
threshold=6.5000000000000009 83.820000000000007 59.91832440000001 5.5000000000000009 168.45000000000002 55.303261650000003 138.05000000000004 37.586700500000006 6.5000000000000009 6.5000000000000009 2882.5000000000005 44.628646350000004 149.05000000000004 30.362494150000003 5.5000000000000009 37.586700500000006 37.618684050000006 6.5000000000000009 8.5000000000000018 5261.5000000000009 53.379556850000007 49.895000000000003 43.687280500000007 3.5000000000000004 49.895000000000003 39.689978950000004 47.420000000000009 46.805000000000007 39.689978950000004 43.047633000000012
decision_type=2 2 2 2 2 2 2 2 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 15 4 12 5 6 -3 -7 10 -10 16 -11 -4 14 -14 -2 -6 18 -17 20 -12 -19 23 -1 26 -26 27 -25 -29 -30
right_child=1 2 3 -5 8 7 -8 -9 9 11 19 -13 13 -15 -16 17 -18 21 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-925.80639567541084 -21414.856228225297 -48447.724291087965 32657.303440504809 91458.927870244574 1038.08572265625 -38388.156845238096 26805.679017857143 -117714.84973958333 -96680.323177083337 -17911.108630371094 -51293.616796875001 45310.302421875007 -29182.73248697917 -66095.251093750005 31789.066398737981 74590.762343750001 62980.491134982643 -18418.774042968751 22921.194023437503 19050.119329202586 22060.25734375 13421.577938565342 4.3797985875397627 2165.2959020206731 -19868.934643280987 -236.36732933687961 10339.768125961051 69844.212789818557 -29880.713116084942 -1264.2994425097227
leaf_weight=44379 37 27 26 23 20 21 28 24 24 32 28 25 33 20 26 20 36 20 25 29 20 33 3977459 15389 446 32855 1810 31 404 454
leaf_count=44379 37 27 26 23 20 21 28 24 24 32 28 25 33 20 26 20 36 20 25 29 20 33 3977459 15389 446 32855 1810 31 404 454
internal_value=0 -2188.58 -5904.62 11673.6 -13070.3 -41888.4 -10136.9 -80695.7 396.126 -21737.4 13875.9 9817.58 -5803.14 -18461 -2313.8 9978.01 40858.2 21830.4 45885.4 -5747.57 -20729.5 1406.35 0.310025 -168.717 485.098 -499.306 2297.44 1403.19 -11789.2 -14738.7
internal_weight=0 577 442 128 314 100 55 45 214 81 133 57 105 79 59 135 56 98 45 77 48 53 4.07323e+06 95768 51389 33301 18088 16278 889 858
internal_count=4073804 577 442 128 314 100 55 45 214 81 133 57 105 79 59 135 56 98 45 77 48 53 4073227 95768 51389 33301 18088 16278 889 858
is_linear=0
shrinkage=0.1


Tree=4723
num_leaves=31
num_cat=0
split_feature=1 1 0 6 2 0 0 4 6 0 4 1 4 6 3 6 6 6 6 6 4 6 7 4 6 6 6 5 6 4
split_gain=2.81001e+11 4.21748e+12 1.29772e+13 1.36212e+13 8.74342e+12 2.83351e+13 1.44306e+13 1.21253e+13 2.23022e+13 9.47138e+12 9.18963e+12 1.14901e+13 1.44527e+13 8.72837e+12 8.42727e+12 1.77144e+13 1.28433e+13 1.64075e+13 1.00072e+13 9.8264e+12 1.22078e+13 3.03403e+13 2.86073e+13 5.19846e+13 1.97276e+13 3.66765e+13 2.09743e+13 1.68318e+13 2.09768e+13 1.52698e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 74.615000000000009 3191.5000000000005 44.046956350000009 44.249882500000005 4.5000000000000009 70.00500000000001 46.323575350000006 2.5000000000000004 39.366401150000009 9.5000000000000018 112.00500000000001 1.5000000000000002 74.615000000000009 99.050000000000011 108.05000000000001 57.995000000000012 29.715000000000003 8.5000000000000018 85.020000000000024 6.0000000000000009 4.5000000000000009 47.420000000000009 41.505000000000003 81.705000000000013 1.5000000000000002 65.00500000000001 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 -1 4 -4 5 14 -7 8 -6 10 -8 12 -12 -9 15 18 19 -18 -3 -16 22 -22 24 -24 25 -21 27 -26 -29 -27
right_child=-2 2 3 -5 7 6 9 13 -10 -11 11 -13 -14 -15 16 -17 17 -19 -20 20 21 -23 23 -25 26 29 -28 28 -30 -31
leaf_value=-4.593858543011307 22.162110714223054 -9302.3898689805865 -1512.5458318494493 -8710.3450365883964 8881.0306004170361 -77691.41996783088 2251.9975398127972 1941.871118228481 64594.733919270839 -27286.288546530108 -8244.3293538048147 -23570.35594413372 59328.505488782052 -45443.173791816909 -13685.510974018514 -76194.638259548621 125957.62968750001 16720.61571377841 39886.231140136719 8456.1983383452825 2710.0701594358798 -91687.968543836803 3550.7714444247163 171061.56008300782 -88220.683713942315 44459.776938045725 74942.154177167336 10723.744694070923 -38326.388405496764 119551.98433159722
leaf_weight=1647734 2379478 299 27068 2912 636 34 519 11959 81 315 168 495 39 39 238 36 20 44 48 334 628 36 44 32 26 68 31 269 129 45
leaf_count=1647734 2379478 299 27068 2912 636 34 519 11959 81 315 168 495 39 39 238 36 20 44 48 334 628 36 44 32 26 68 31 269 129 45
internal_value=0 -31.124 -969.368 -2211.68 1272.65 -2871.38 -13252.5 2542.75 15175 -11826.1 -7837.65 -15297.1 4486.78 1787.84 4132.67 -9425.28 6803.8 50857.2 -2498.2 5304.11 8056.57 -2407.9 15161.3 74081.6 10196.8 25117.4 -4461.42 -10266.9 -5174.41 74363.8
internal_weight=0 1.69433e+06 46592 29980 16612 3897 1570 12715 717 1536 1221 702 207 11998 2327 383 1944 64 347 1880 1642 664 978 76 902 447 455 424 398 113
internal_count=4073804 1694326 46592 29980 16612 3897 1570 12715 717 1536 1221 702 207 11998 2327 383 1944 64 347 1880 1642 664 978 76 902 447 455 424 398 113
is_linear=0
shrinkage=0.1


Tree=4724
num_leaves=31
num_cat=0
split_feature=4 1 1 0 3 0 6 6 3 6 7 6 6 0 4 6 3 5 6 7 6 5 6 6 3 3 5 6 1 0
split_gain=2.70966e+11 1.56576e+12 5.60429e+12 9.75726e+12 1.0379e+13 8.61356e+12 2.14279e+13 8.43296e+12 1.36134e+13 7.4127e+12 7.73193e+12 5.96585e+12 5.86181e+12 5.86137e+12 2.18138e+13 1.24027e+13 1.70328e+13 1.33677e+13 7.99367e+12 7.77022e+12 7.52861e+12 7.40081e+12 8.53338e+12 1.53565e+13 1.1561e+13 3.45406e+13 6.90655e+12 6.84902e+12 6.55605e+12 6.30749e+12
threshold=9.5000000000000018 82.991167100000027 82.973036600000015 54.86311005000001 15.500000000000002 55.055052800000006 36.405000000000008 54.990000000000002 2.5000000000000004 71.715000000000018 6.0000000000000009 78.010000000000005 98.020000000000024 54.94428030000001 10.500000000000002 87.395000000000024 7.5000000000000009 3.5000000000000004 93.050000000000011 6.0000000000000009 97.020000000000024 3.5000000000000004 84.810000000000016 93.050000000000011 10.500000000000002 7.5000000000000009 2.5000000000000004 108.05000000000001 82.975438000000011 55.034466500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -7 -8 -9 10 -10 -11 -13 14 28 -15 17 -17 29 21 -19 22 26 -24 25 -25 -16 -20 -5 -18
right_child=1 -3 3 5 -6 6 7 8 9 11 -12 12 -14 15 19 16 18 20 27 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-27.688478582876019 34.975141304360484 -189.5775670090942 28807.424876295277 58878.10020783254 -16535.667680358889 -10608.534739104867 6371.1407677651659 -6341.8475135848912 24127.869279597358 -14945.054202368952 53771.251612429507 33222.135094401041 -7823.8461096938772 -186.01321768757842 6049.5518480405372 8454.3643230187117 -18393.974805559432 32230.901862411138 -28316.65108924279 -8593.2189107661197 81709.050667317715 57218.337184495191 -44100.665853230341 -14593.052674696182 -4953.753569142832 149312.14625976564 33264.655027173918 26233.471932870372 16848.181504676551 42057.134789496529
leaf_weight=1892492 1852810 296528 239 39 64 597 1582 167 260 62 133 120 49 25181 493 319 28 211 156 759 36 26 89 36 354 20 115 27 767 45
leaf_count=1892492 1852810 296528 239 39 64 597 1582 167 260 62 133 120 49 25181 493 319 28 211 156 759 36 26 89 36 354 20 115 27 767 45
internal_value=0 24.0223 57.6274 1370.27 19230 1199.4 6326.02 10586.4 19017 25803.7 34159.9 11587.4 21321.2 668.898 5105.41 208.577 12296.4 21977.4 -9107.63 -763.429 39442.3 4481.77 3243.15 -6448.29 1725.03 43944.5 11197.1 -20268.3 18881.9 18870.4
internal_weight=0 2.18131e+06 1.88478e+06 31974 303 31671 2970 2373 791 624 393 231 169 28701 2698 26003 822 566 256 1892 247 1133 1107 499 410 56 608 183 806 73
internal_count=4073804 2181312 1884784 31974 303 31671 2970 2373 791 624 393 231 169 28701 2698 26003 822 566 256 1892 247 1133 1107 499 410 56 608 183 806 73
is_linear=0
shrinkage=0.1


Tree=4725
num_leaves=31
num_cat=0
split_feature=3 6 6 6 1 1 1 1 0 5 0 0 0 0 0 0 3 4 4 7 1 1 6 4 4 6 1 0 0 1
split_gain=2.99845e+11 3.30486e+12 9.21666e+12 1.16107e+13 4.90028e+13 2.71956e+13 3.03293e+13 1.90026e+13 2.85072e+13 1.76802e+13 2.11501e+13 2.39072e+13 1.7134e+13 2.4329e+13 1.40015e+13 1.31494e+13 1.28846e+13 1.49795e+13 1.39472e+13 1.22863e+13 1.18178e+13 2.33872e+13 3.81504e+13 3.26723e+13 3.91521e+13 3.33746e+13 3.01409e+13 3.73414e+13 4.01982e+13 3.90239e+13
threshold=4.5000000000000009 95.045000000000016 101.02000000000002 102.04000000000001 30.362494150000003 30.389265100000003 30.410676000000006 30.303340300000002 54.724612400000005 3.5000000000000004 59.950512650000007 59.939085000000013 55.649510000000014 55.696737300000009 55.554045200000012 59.950512650000007 2.5000000000000004 7.5000000000000009 4.5000000000000009 6.0000000000000009 39.703507450000011 39.873894000000007 134.05000000000004 5.5000000000000009 14.500000000000002 125.02000000000002 39.718675700000013 43.6005307 47.139841100000005 39.723160900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -4 10 11 -10 14 -14 16 -11 18 -18 -8 -9 -5 22 23 26 25 -25 -22 29 -29 -28
right_child=-2 2 3 20 5 6 12 19 9 15 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=53.670333780903036 -25.619987603241853 -2558.5781330206669 94978.16015625 -2201.4247811064506 -84250.381962626692 124825.06412109375 -12730.475770194576 94773.822040085564 -20130.941021825398 15184.941808712123 -79566.395675998268 98987.488376783294 -93829.470714962124 -6131.8273676847293 57833.085176454741 117943.77796875002 19960.161025423618 -19676.453437099175 28843.63858425885 28532.217224702381 46530.626918642367 319.6611153759726 -11326.955622120227 65219.597363670837 -5571.7220324457912 -14522.918084016394 -37271.181986177886 -89042.424805923656 -5415.2427172041616 69532.341836303705
leaf_weight=1853392 2153416 18524 45 18784 37 20 106 84 63 33 36 23 33 764 58 20 148 268 338 42 137 25935 472 376 147 61 52 79 211 100
leaf_count=1853392 2153416 18524 45 18784 37 20 106 84 63 33 36 23 33 764 58 20 148 268 338 42 137 25935 472 376 147 61 52 79 211 100
internal_value=0 28.7288 -661.258 63.8191 7304.26 582.958 2392.08 41726.7 23991.2 5737.44 -15212.5 11726.3 964.294 -9762.97 10277.6 53961.9 7070.39 -5574.97 18918.3 72693.3 -267.01 1050.95 12650.9 22382.2 39071.3 54088.5 5548.98 -7153.47 -28196.4 32994.3
internal_weight=0 1.92039e+06 66996 48472 2118 1772 1735 346 220 175 122 86 1715 797 918 53 860 416 444 126 46354 27570 1635 1163 584 437 579 442 290 152
internal_count=4073804 1920388 66996 48472 2118 1772 1735 346 220 175 122 86 1715 797 918 53 860 416 444 126 46354 27570 1635 1163 584 437 579 442 290 152
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=31
num_cat=0
split_feature=4 1 0 0 6 1 6 0 1 1 6 6 1 4 6 6 5 3 6 0 6 5 6 6 0 6 5 6 3 5
split_gain=2.8076e+11 3.10999e+12 7.3369e+12 1.55266e+13 1.59452e+13 3.9285e+13 6.42278e+13 4.00019e+13 7.4742e+13 3.99671e+13 3.85816e+13 3.28214e+13 2.35646e+13 3.96105e+13 2.31705e+13 1.66088e+13 1.57276e+13 1.54404e+13 2.08224e+13 9.90118e+12 1.25385e+13 1.8013e+13 1.35656e+13 1.29752e+13 9.62348e+12 1.06732e+13 1.2176e+13 1.0276e+13 1.46405e+13 9.56388e+12
threshold=3.5000000000000004 38.109452700000006 59.933037250000005 59.982409200000006 71.715000000000018 30.323041000000003 64.015000000000015 59.939085000000013 30.362494150000003 30.303340300000002 58.045000000000009 101.02000000000002 30.362494150000003 2.5000000000000004 49.895000000000003 89.00500000000001 3.5000000000000004 2.5000000000000004 84.00500000000001 60.002985000000002 74.615000000000009 2.5000000000000004 110.01500000000001 91.02500000000002 60.034792100000011 58.305000000000007 1.5000000000000002 84.810000000000016 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 4 5 9 7 8 -7 -4 -9 12 13 -6 -11 -14 17 18 -15 20 21 -5 23 -22 25 26 -21 28 -27 -8
right_child=-2 -3 3 19 11 6 29 10 -10 14 -12 -13 15 16 -16 -17 -18 -19 -20 24 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1391.2888083199377 -6.5122706324160324 258.91492730193272 18525.13694433594 -15606.593948143116 -30658.823336226855 266435.58235085232 -113820.42407407408 14573.083806074426 20128.510536411832 -33022.546576011344 157487.03482142859 -15037.219273603723 -36123.65259046053 181746.55815429689 -124892.31654829546 74689.992336309529 27710.144056285513 43677.196093750004 70631.256790865387 23777.573046140744 -37528.273671875002 81825.605788352274 23766.691171875002 -127380.541 110.86677966072651 35188.00006300403 -22277.146630255069 4028.9432241586542 128605.51988790762 -29651.824036096645
leaf_weight=29799 3837650 200478 100 138 27 22 27 188 28 73 21 94 38 48 44 21 22 20 26 133 45 22 20 25 4430 62 101 52 23 27
leaf_count=29799 3837650 200478 100 138 27 22 27 188 28 73 21 94 38 48 44 21 22 20 26 133 45 22 20 25 4430 62 101 52 23 27
internal_value=0 105.828 -754.427 2474.75 15185.1 4801.89 27470.9 48155 128504 -27895.8 28932.9 33776.8 56492.2 78431 -67571.9 3318.49 103823 121636 142706 396.19 -19006 -2209.67 -48866.1 -69618.4 1406.51 16877.4 3899.25 39044.4 60465.7 -71736.1
internal_weight=0 236154 35676 5877 826 530 313 259 50 217 209 296 202 143 117 59 116 94 74 5051 250 160 90 70 4801 371 234 137 85 54
internal_count=4073804 236154 35676 5877 826 530 313 259 50 217 209 296 202 143 117 59 116 94 74 5051 250 160 90 70 4801 371 234 137 85 54
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=31
num_cat=0
split_feature=6 1 4 1 4 0 3 0 0 4 6 3 6 0 0 6 6 0 3 3 1 3 0 6 3 1 0 0 3 1
split_gain=2.67522e+11 4.2774e+12 6.28251e+12 6.00982e+12 1.36994e+13 1.28681e+13 2.00573e+13 1.96192e+13 1.30097e+13 1.91205e+13 1.12148e+13 1.11468e+13 1.27306e+13 1.7002e+13 7.87161e+12 7.38012e+12 1.05772e+13 1.05362e+13 7.01532e+12 1.28916e+13 2.27409e+13 2.79559e+13 1.9226e+13 8.38718e+12 6.98763e+12 6.54459e+12 1.10627e+13 6.50766e+12 5.89043e+12 5.81145e+12
threshold=31.005000000000006 37.649344350000007 35.500000000000007 37.702956500000006 17.500000000000004 55.834019500000004 5.5000000000000009 55.685785750000008 55.60524465000001 11.500000000000002 22.940000000000005 8.5000000000000018 30.705000000000002 55.775215600000003 55.876067900000002 29.015000000000004 30.025000000000002 55.622114900000007 1.5000000000000002 3.5000000000000004 37.682335600000009 4.5000000000000009 55.775215600000003 28.005000000000006 7.5000000000000009 37.682335600000009 55.775215600000003 55.728148450000006 1.5000000000000002 37.631035900000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 8 24 15 -6 12 18 -14 -8 17 -17 -10 23 25 21 -21 -23 -9 -3 26 27 -20 -7 -1
right_child=-2 3 -4 -5 10 6 14 11 9 -11 -12 -13 13 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=700.89402954569732 6.9458303678480817 -16949.262357020034 50003.711493389426 -217.92108755549623 29037.119687500002 -1159.8205915178571 -56197.2653125 -37575.724891357422 68048.258258928574 -62737.202938988099 -43272.192373758284 25099.538525390628 -23077.023846726192 -116729.91786024306 6538.7248046875002 107848.47748325893 34662.038115635209 -20212.205838815789 -65283.244455464686 127092.93425781251 -69293.880358565482 -47300.968517485126 71823.270156250001 45485.307510080645 21278.661491935487 -18974.047390265212 -20797.014379882814 -141509.2791294643 44674.015165115248 11994.021093908877
leaf_weight=39453 3794999 209 26 237587 25 35 40 20 21 21 151 40 42 36 40 28 67 38 24 20 38 42 20 31 62 38 28 21 141 461
leaf_count=39453 3794999 209 26 237587 25 35 40 20 21 21 151 40 42 36 40 28 67 38 24 20 38 42 20 31 62 38 28 21 141 461
internal_value=0 -94.5443 863.338 -254.709 -7093.83 -2956.21 16687.9 -8900.52 5521.22 26774.8 -33001 -24980.8 -30545.2 -66301.4 -24829.3 38980.9 56232.8 11202.5 -20655.2 -28066.3 -5345.7 24288.8 -8873.79 12912.4 -8203.39 -52629 -70148.1 -100855 35559.3 831.328
internal_weight=0 278805 39940 238865 1278 1102 256 846 446 175 176 400 360 78 80 154 95 59 282 231 120 82 62 51 271 111 73 45 176 39914
internal_count=4073804 278805 39940 238865 1278 1102 256 846 446 175 176 400 360 78 80 154 95 59 282 231 120 82 62 51 271 111 73 45 176 39914
is_linear=0
shrinkage=0.1


Tree=4728
num_leaves=31
num_cat=0
split_feature=2 1 6 6 4 6 0 3 3 4 4 0 1 6 7 0 6 3 4 4 4 6 4 6 0 6 6 1 0 0
split_gain=2.67024e+11 4.30215e+12 1.20894e+13 1.10132e+13 1.22076e+13 2.28156e+13 1.44085e+13 2.85371e+13 3.91411e+13 1.09112e+13 1.37266e+13 1.33893e+13 1.16564e+13 2.15533e+13 1.0297e+13 1.43094e+13 1.24895e+13 8.71042e+12 8.47895e+12 1.43932e+13 1.00508e+13 2.61118e+13 1.38251e+13 1.33076e+13 8.87833e+12 1.21293e+13 9.48152e+12 8.25465e+12 2.55463e+13 7.02685e+13
threshold=36.000000000000007 37.804148700000006 80.720000000000013 112.00500000000001 7.5000000000000009 84.810000000000016 55.685785750000008 9.5000000000000018 3.5000000000000004 23.500000000000004 22.500000000000004 55.685785750000008 37.897576350000001 56.505000000000003 6.0000000000000009 55.676890650000011 56.505000000000003 10.500000000000002 18.500000000000004 19.500000000000004 13.500000000000002 52.015000000000008 10.500000000000002 36.605000000000011 55.702806750000008 54.410000000000004 61.025000000000006 37.729575300000008 55.685785750000008 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 -4 7 8 -6 10 14 -11 13 -13 15 16 -3 -12 20 -20 21 22 -16 -22 26 -26 -25 -1 29 -29
right_child=-2 2 3 -5 6 -7 -8 -9 -10 11 17 12 -14 -15 18 -17 -18 -19 19 -21 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-207.49881730955741 7.0930939416843533 -19570.905094195015 -54734.418808593757 40780.994531250006 -13630.35404485887 80623.02758197207 -14833.88801246695 44287.721796875005 -172540.14816028229 42687.852551800279 45149.884825468522 -14310.993970466383 -9321.3986053955778 -117741.28119612069 -82394.984129050921 733.61766602148987 -108033.84367187502 6151.5948525065469 35279.686530412953 -11225.192390249897 5511.3095180587261 43652.092957861954 -5269.9269776852552 -8738.9663769304589 -60236.339287018112 -15231.51046483657 -34758.199821436683 3515.4382818515041 3611.2732245945626 -11459.78336727569
leaf_weight=239444 3783399 79 20 35 31 33 588 20 31 46 105 66 1061 29 27 11929 20 126 119 151 302 118 167 754 107 136 172 8580 21173 4936
leaf_count=239444 3783399 79 20 35 31 33 588 20 31 46 105 66 1061 29 27 11929 20 126 119 151 302 118 167 754 107 136 172 8580 21173 4936
internal_value=0 -92.4089 -1672.2 -14003.5 -16655.6 29544.7 -20310.2 -59579.6 -93085.3 -1069.71 -301.152 -10220.8 -12326.1 -45884.5 -697.814 419.4 -37442.2 23878.1 -7243.29 9271.4 -9744.11 6558.35 -16003.8 -13201.9 -18036.2 -35048.5 -13571.9 1.36471 1443.06 -1953.46
internal_weight=0 290405 16272 758 723 53 670 82 62 15514 14312 1202 1156 95 14081 12028 99 231 2053 270 1783 312 194 1471 1169 243 926 274133 34689 13516
internal_count=4073804 290405 16272 758 723 53 670 82 62 15514 14312 1202 1156 95 14081 12028 99 231 2053 270 1783 312 194 1471 1169 243 926 274133 34689 13516
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=31
num_cat=0
split_feature=4 5 6 7 4 0 0 0 0 0 6 6 1 0 4 3 6 1 1 0 6 0 2 6 6 1 6 0 6 3
split_gain=2.84191e+11 3.99163e+12 1.24647e+13 1.72131e+13 2.03487e+13 5.97132e+13 3.53175e+13 2.17005e+13 2.12681e+13 9.26473e+13 6.26688e+13 5.61554e+13 3.44389e+13 2.28542e+13 4.68152e+13 2.22497e+13 2.09277e+13 2.62665e+13 3.8582e+13 2.01832e+13 1.9146e+13 2.79449e+13 1.8215e+13 4.65898e+13 4.16137e+13 3.5738e+13 2.01044e+13 3.01867e+13 2.84498e+13 3.62324e+13
threshold=14.500000000000002 1.5000000000000002 43.205000000000005 6.0000000000000009 15.500000000000002 59.864072000000007 59.825842200000004 55.554045200000012 55.806294650000005 55.791814000000009 46.010000000000012 59.245000000000012 37.631035900000008 55.812023600000011 18.500000000000004 6.5000000000000009 46.805000000000007 37.517483500000004 37.488790500000007 55.034466500000008 44.410000000000004 55.520061350000013 75.000000000000014 51.015000000000008 44.205000000000005 37.475446350000006 47.005000000000003 55.633951400000008 45.305000000000007 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 22 19 9 10 -9 12 15 14 -10 -11 17 18 -12 -6 21 -21 23 24 25 -5 28 -28 -26 -30
right_child=1 -3 3 4 7 -7 -8 8 13 11 16 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-17.210980416468754 98.683367995124982 208.25624312354859 -1950.9235075161862 -6821.0199573860928 74.486660590426467 -55056.735547268778 110491.59925853589 12782.316300535593 77086.525007812626 34850.699032738099 -33595.674048913046 -123512.00617187501 39505.917970967253 1703.5091184790506 -23160.530001786308 161963.04230468752 -3060.223772424009 -12411.290079070886 -164188.09339518228 -8941.4730269325664 -4734.8719196468101 -51406.843969222362 -9889.2107478486196 158010.3732142857 -7557.3275545038741 160979.98958333334 -7540.3395594343356 -121420.12206439395 175350.0203311012 15101.170457848837
leaf_weight=2859571 433996 654313 77800 22 15032 248 27 3541 50 21 92 20 629 18459 682 40 2618 382 30 475 3506 230 1559 21 234 30 79 33 21 43
leaf_count=2859571 433996 654313 77800 22 15032 248 27 3541 50 21 92 20 629 18459 682 40 2618 382 30 475 3506 230 1559 21 234 30 79 33 21 43
internal_value=0 40.5326 -155.466 -1031.39 455.176 -8687.87 -3129.88 917.648 2770.15 7335.19 3675.97 41675.2 46463.2 1016.31 -16313.1 118203 -6652.54 -25312.6 -65708.6 -1639.64 -7758.55 -22795.4 -4632.22 12336 5714.44 89987.3 -4973.82 -41094.2 8601.63 67682.8
internal_weight=0 1.21423e+06 559920 125924 48124 2317 2069 45807 26564 7373 6663 710 690 19191 732 61 3122 504 122 19243 4211 705 2042 483 462 52 410 112 298 64
internal_count=4073804 1214233 559920 125924 48124 2317 2069 45807 26564 7373 6663 710 690 19191 732 61 3122 504 122 19243 4211 705 2042 483 462 52 410 112 298 64
is_linear=0
shrinkage=0.1


Tree=4730
num_leaves=31
num_cat=0
split_feature=3 6 6 4 2 6 3 2 1 7 0 1 0 4 1 0 1 3 4 1 3 0 0 0 0 1 6 0 0 6
split_gain=2.96963e+11 2.42793e+12 5.11096e+12 1.04751e+13 1.25579e+13 8.50998e+12 1.41941e+13 1.30615e+13 1.89501e+13 1.17064e+13 9.5268e+12 8.34219e+12 2.1901e+13 1.027e+13 1.0241e+13 7.8879e+12 7.769e+12 7.05855e+12 5.8276e+12 2.00534e+13 1.16661e+13 1.37668e+13 9.22736e+12 7.32326e+12 6.92377e+12 5.5759e+12 4.72754e+12 1.03112e+13 1.351e+13 1.34646e+13
threshold=17.500000000000004 57.410000000000004 56.805000000000007 27.500000000000004 2911.0000000000005 57.005000000000003 18.500000000000004 75.000000000000014 37.442254400000003 6.0000000000000009 59.990753350000013 30.452677500000004 55.834019500000004 23.500000000000004 37.873748150000004 47.234875100000004 37.702956500000006 19.500000000000004 23.500000000000004 37.475446350000006 21.500000000000004 55.749683450000006 59.905532300000012 55.579943700000008 55.81943720000001 30.370944000000005 72.50500000000001 60.042359000000012 59.933037250000005 71.030000000000015
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 9 -7 8 -8 18 11 -11 13 -13 -15 -6 -10 -9 20 25 21 23 -23 -4 -21 -20 27 28 -3 -30
right_child=1 26 3 -5 15 6 7 17 16 10 -12 12 -14 14 -16 -17 -18 -19 19 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.2152660166516842 88.942821145293749 -1289.0355323996853 19236.081454190342 -11161.234863601436 41857.405327845983 -28175.058897101018 -16682.869196051521 40220.250875674981 91889.970474646238 88969.690714518234 1495.1045276988636 23348.081681315103 -50443.739144620027 131088.01824776788 43031.602781250003 -7455.2946774037109 24262.696453125001 -10338.790017430314 6535.1589443072944 -19774.126571777346 94589.907066761371 -59232.551016130128 21249.329255022323 91834.460123697922 -87093.700639204544 52288.949410156252 277.74616649801408 8851.8694199197798 -8236.9315385568316 -47322.869605804772
leaf_weight=3927269 85244 27698 33 305 35 97 37 34 53 48 44 42 22 28 25 443 25 147 57 50 22 29 28 24 22 50 29183 932 1685 93
leaf_count=3927269 85244 27698 33 305 35 97 37 34 53 48 44 42 22 28 25 443 25 147 57 50 22 29 28 24 22 50 29183 932 1685 93
internal_value=0 -139.774 197.217 5626.45 9296.88 16147 5023.35 15902.6 42256.3 24489.8 42839.4 53864.6 39462.5 60282.9 89552 -3844.53 70214.6 -841.512 12315 459.127 27919.4 15053.1 -19697.6 49803.8 -40344 27915.4 -631.447 -1504.01 -1831.45 -10281.4
internal_weight=0 146535 86944 1700 1395 917 393 296 115 524 209 165 117 95 53 478 78 181 315 179 136 114 57 57 72 107 59591 30408 29476 1778
internal_count=4073804 146535 86944 1700 1395 917 393 296 115 524 209 165 117 95 53 478 78 181 315 179 136 114 57 57 72 107 59591 30408 29476 1778
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=31
num_cat=0
split_feature=2 0 6 3 1 5 0 1 4 0 0 0 1 0 6 4 0 1 6 6 5 6 6 0 1 1 4 6 0 0
split_gain=2.82137e+11 4.08301e+12 4.87464e+12 4.26207e+12 1.66512e+13 2.17575e+13 1.49464e+13 1.93971e+13 2.32184e+13 3.09618e+13 2.12887e+13 2.35689e+13 2.93029e+13 7.31896e+13 1.57427e+14 2.4094e+13 3.49908e+13 4.332e+13 2.79719e+13 2.6062e+13 2.09348e+13 2.92315e+13 5.70886e+13 4.63145e+13 2.94835e+13 2.84397e+13 2.86222e+13 2.76336e+13 3.44957e+13 2.71709e+13
threshold=36.000000000000007 55.214863500000007 44.410000000000004 1.5000000000000002 37.873748150000004 2.5000000000000004 55.633951400000008 37.780517050000007 6.5000000000000009 55.858844800000007 55.775215600000003 55.81943720000001 37.586700500000006 55.82518790000001 55.805000000000007 4.5000000000000009 55.806294650000005 37.586700500000006 90.045000000000016 80.030000000000015 1.5000000000000002 60.005000000000003 71.715000000000018 55.676890650000011 37.71815560000001 37.740454950000007 4.5000000000000009 92.02500000000002 55.743464250000009 55.753967500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 10 -10 20 15 13 14 -13 16 17 -12 19 -17 29 -22 24 -24 -23 26 -25 28 -28 -8
right_child=-2 3 -4 -5 5 -7 7 -9 9 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21 21 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=-8920.5733805336058 7.2910609474614381 3708.6409036915138 49261.621875000004 -6.0390040003220626 -130512.11800271738 7036.3256623641319 13043.469179478734 7431.2204690362678 -11132.208824555692 5098.9741527006481 55333.530908203131 8176.0188953488368 -25491.815793310037 5427.2894638645594 337065.70795454551 -11859.596198480069 -172291.36919157612 -103555.1015625 -113658.1826923077 81634.91607862903 -8133.4496129859099 67047.527753557471 105074.61148976293 71445.80656738281 -49575.937174479172 -116547.99082641602 -17605.626295731709 66821.646229619568 -136191.92787946429 65041.487911339966
leaf_weight=24 3783399 4146 36 273748 23 23 421 1501 5893 1468 32 43 191 418 22 780 23 37 26 31 906 224 29 32 24 32 82 23 35 132
leaf_count=24 3783399 4146 36 273748 23 23 421 1501 5893 1468 32 43 191 418 22 780 23 37 26 31 906 224 29 32 24 32 82 23 35 132
internal_value=0 -94.988 25988.7 -100.378 -1656.39 -61737.9 -1489.41 -3226.7 -4693.83 -7895.23 1957.47 -6570.05 7665.7 20777.7 119493 -16898.3 -65473.6 -29867.6 -11559 -8285.82 9003.66 2444.36 22368.5 -13174.2 55761.4 -29984.1 -13879.2 -33382 -53080.2 25455.3
internal_weight=0 290405 60 290345 16597 46 16551 12405 10904 7361 3543 1603 674 483 65 929 92 69 837 811 1940 1387 481 233 248 204 172 140 117 553
internal_count=4073804 290405 60 290345 16597 46 16551 12405 10904 7361 3543 1603 674 483 65 929 92 69 837 811 1940 1387 481 233 248 204 172 140 117 553
is_linear=0
shrinkage=0.1


Tree=4732
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 1 7 6 6 4 4 3 6 6 6 4 4 3 6 6 6 4 4 4 3 1 3 1 6
split_gain=2.66935e+11 4.42883e+12 2.39152e+13 1.6697e+13 1.26421e+13 1.7237e+13 2.3027e+13 3.98371e+13 1.88395e+13 1.62857e+13 1.61591e+13 1.70711e+13 1.53268e+13 3.6407e+13 3.03991e+13 1.60471e+13 1.60088e+13 1.49699e+13 1.46235e+13 1.39526e+13 1.25142e+13 1.1929e+13 1.16655e+13 1.13246e+13 2.15797e+13 1.12555e+13 1.23853e+13 1.22242e+13 2.63577e+13 1.43094e+13
threshold=45.00849250000001 45.015054600000006 38.958307950000012 87.395000000000024 41.912736000000002 39.038055050000004 39.069277450000008 6.0000000000000009 41.285000000000004 93.050000000000011 16.500000000000004 18.500000000000004 14.500000000000002 114.05000000000001 110.01500000000001 93.050000000000011 22.500000000000004 21.500000000000004 4.5000000000000009 51.405000000000008 90.045000000000016 47.805000000000007 19.500000000000004 16.500000000000004 19.500000000000004 17.500000000000004 38.989878900000008 9.5000000000000018 39.004719500000007 96.050000000000011
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 25 7 8 -7 20 -10 -12 14 15 16 22 17 -13 21 -18 -8 -9 -14 -20 -25 27 -27 29 -29 -4
right_child=1 -3 4 -5 -6 6 9 18 10 -11 11 12 13 -15 -16 -17 19 -19 23 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=98.511393371951726 -23667.257537581281 0.028144275536328225 -1767.2015333490281 -112764.52459239132 -11506.69739687006 -3382.2675783629538 -1859.1611236930967 -2804.6983968098957 7595.1065404958936 42416.482497176206 43220.50271914903 7458.2383263272386 -6583.9263045400949 138393.17772177418 -85195.840482954547 -30528.182131076392 -1780.7512146832194 -58015.718046875001 1618.5293254813764 51467.070256881212 -66623.327135416665 87603.301914062511 46759.716647962712 -63622.490429687503 -5703.9522331967564 72189.412277143434 -9149.7061848958328 -5735.1084740265069 -43139.686153846153 -30179.876113385697
leaf_weight=257666 246 3801523 3401 23 1097 513 5445 54 883 83 372 275 53 31 33 45 73 40 99 151 30 20 181 146 115 39 36 684 260 187
leaf_count=257666 246 3801523 3401 23 1097 513 5445 54 883 83 372 275 53 31 33 45 73 40 99 151 30 20 181 146 115 39 36 684 260 187
internal_value=0 -6.6515 -1744.1 -31285.2 -1190.18 -335.983 2297.57 9227.25 13826.7 -1547.55 17957.9 25254.8 17677.4 35583.8 7972.83 24160.5 13677 -855.915 -18857.1 34114 -2214.03 21629.9 34677.6 -27179.5 -38102.8 -5276.11 33146.6 -5911.96 -16037.2 -3248.02
internal_weight=0 3.81614e+06 14615 269 14346 13249 8642 3084 2650 5558 2137 1254 882 310 572 279 539 315 434 224 5475 74 234 360 261 4607 75 4532 944 3588
internal_count=4073804 3816138 14615 269 14346 13249 8642 3084 2650 5558 2137 1254 882 310 572 279 539 315 434 224 5475 74 234 360 261 4607 75 4532 944 3588
is_linear=0
shrinkage=0.1


Tree=4733
num_leaves=31
num_cat=0
split_feature=0 5 1 1 6 4 5 2 6 2 1 6 4 1 3 1 6 6 6 6 6 6 6 3 6 1 6 6 3 1
split_gain=2.82254e+11 4.28612e+12 1.32656e+13 1.45646e+13 1.28894e+13 2.22324e+13 2.04642e+13 1.94617e+13 1.48058e+13 1.95764e+13 2.00253e+13 1.26816e+13 1.67014e+13 4.92338e+13 4.55339e+13 4.62743e+13 8.05183e+13 7.2346e+13 3.67726e+13 6.31125e+13 3.02727e+13 5.76478e+13 3.2632e+13 2.86255e+13 5.18526e+13 6.23208e+13 8.42095e+13 4.45361e+13 4.22862e+13 3.22896e+13
threshold=43.687280500000007 2.5000000000000004 39.625203600000013 39.652459050000012 76.00500000000001 8.5000000000000018 4.5000000000000009 13505.500000000002 75.010000000000005 3999.0000000000005 39.749243900000003 57.410000000000004 13.500000000000002 39.723160900000003 5.5000000000000009 39.718675700000013 62.995000000000012 61.425000000000004 63.855000000000011 72.020000000000024 75.605000000000004 64.015000000000015 61.805000000000007 6.5000000000000009 90.045000000000016 39.763755750000009 73.995000000000019 66.990000000000023 14.500000000000002 40.965343750000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 10 -10 -1 -13 14 20 16 -16 -17 -19 -20 21 22 -14 24 25 26 -15 28 -25 -26
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12 12 13 23 15 17 -18 18 19 -21 -22 -23 -24 27 29 -27 -28 -29 -30 -31
leaf_value=242.33056715856785 4.085800986381253 76858.345957880432 -33876.74282816569 756.43549486511051 -913.18540711577634 12721.219424366132 -87605.588318452385 -8764.6597602641032 49373.948611111118 14187.659882757638 169634.97109375001 -3989.9408300048294 -38435.832949218748 137219.43119597741 -165942.49928385418 150481.93281127929 31996.679090123747 -68166.312165178577 115779.92094558189 -3993.1663930828654 66252.499117838554 -141272.24974609376 118005.76656249999 -45590.911262949136 -152610.27175925925 5970.1531263306242 -27901.344752038043 3260.1889068306591 25950.45588838181 -10348.25862880609
leaf_weight=51627 3977958 23 120 7629 14381 2531 21 413 45 89 20 16258 40 94 24 80 143 28 87 89 30 40 20 454 27 422 46 925 101 39
leaf_count=51627 3977958 23 120 7629 14381 2531 21 413 45 89 20 16258 40 94 24 80 143 28 87 89 30 40 20 454 27 422 46 925 101 39
internal_value=0 -169.576 947.925 878.777 1044.75 3664.49 10777.5 11444.4 14552.9 44657.3 86377.3 -569.744 -2782.49 4517.86 30292 45322.1 3550.33 69885.1 38278.5 55212.8 -21851 -48282.1 13711.4 -2585.91 15303.4 25150.5 82965.5 -10176.8 -32571.7 -68546.4
internal_weight=0 95846 25272 25249 25129 10748 3119 3098 2685 154 65 70574 18947 2689 581 451 167 284 204 176 130 100 60 2108 628 562 140 1480 555 66
internal_count=4073804 95846 25272 25249 25129 10748 3119 3098 2685 154 65 70574 18947 2689 581 451 167 284 204 176 130 100 60 2108 628 562 140 1480 555 66
is_linear=0
shrinkage=0.1


Tree=4734
num_leaves=31
num_cat=0
split_feature=0 1 3 6 6 6 4 5 6 1 4 5 6 0 7 1 3 6 1 4 1 4 6 4 6 6 6 3 4 6
split_gain=3.05697e+11 1.41646e+13 3.86688e+13 2.08514e+13 2.77553e+13 1.97931e+13 8.10367e+12 7.63588e+12 1.12073e+13 2.34039e+13 1.77681e+13 1.08347e+13 1.75277e+13 1.74075e+13 2.18727e+13 4.62747e+13 4.6444e+13 1.55351e+13 2.049e+13 4.12705e+13 1.1927e+13 1.23695e+13 6.01946e+13 2.6064e+13 1.93189e+13 1.78195e+13 1.7939e+13 3.51526e+13 2.07982e+13 1.6721e+13
threshold=43.550475500000012 39.803839700000005 7.5000000000000009 67.445000000000007 46.805000000000007 59.815000000000005 10.500000000000002 1.5000000000000002 60.005000000000003 39.843340650000009 3.5000000000000004 2.5000000000000004 71.715000000000018 43.051287600000009 6.0000000000000009 39.939672500000007 6.5000000000000009 108.05000000000001 43.80299105000001 8.5000000000000018 45.71452080000001 14.500000000000002 67.91500000000002 12.500000000000002 90.045000000000016 95.045000000000016 90.045000000000016 8.5000000000000018 18.500000000000004 63.705000000000005
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 4 -1 -4 -5 -3 -9 10 -10 13 -13 -11 17 16 -16 20 19 -19 21 23 29 24 -15 26 27 -24 -29 -23
right_child=-2 7 5 6 -6 -7 -8 8 9 11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-8265.6683144015169 -3.4342859280370472 -1593.1350110901594 30950.354312500003 -14225.936171875001 128654.06437500002 150541.84826108871 -102176.62762784091 2873.8270798534822 -113442.56501701109 113.77702637205776 -17444.584712009804 7283.9998372626551 -408.04282683893723 -13045.237544075329 196060.15592447919 -2111.3007526147339 4871.3092013888891 156893.78028846157 -19046.746881734914 -19624.232175925928 -54730.226062950729 -125439.58148148149 122314.60856933595 -80773.569264632941 -63336.194982910158 130151.58302556819 -47087.716576086961 -76226.496342329541 50906.678377016127 -28755.246690742923
leaf_weight=57 4010765 18110 25 20 20 31 22 16882 31 7676 51 3880 12526 1690 24 1417 27 26 58 27 78 27 40 63 80 22 23 22 31 53
leaf_count=57 4010765 18110 25 20 20 31 22 16882 31 7676 51 3880 12526 1690 24 1417 27 26 58 27 78 27 40 63 80 22 23 22 31 53
internal_value=0 218.501 28629.1 -3617.36 27297.9 97152.8 -60295.3 139.412 840.499 -391.082 -53736.5 -233.676 1411.12 -2604.06 -8230.31 1256.99 94842.5 -14447.9 22024.1 66969.5 -16349.4 -14889.8 7629.03 -17568 -15318.3 47637.9 31988.7 51545.3 -1865.58 -61386.2
internal_weight=0 63039 175 119 77 56 42 62864 44754 27872 82 27790 16406 11384 3708 1468 51 2240 111 53 2129 2051 218 1833 1770 138 116 93 53 80
internal_count=4073804 63039 175 119 77 56 42 62864 44754 27872 82 27790 16406 11384 3708 1468 51 2240 111 53 2129 2051 218 1833 1770 138 116 93 53 80
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=31
num_cat=0
split_feature=3 0 6 4 6 6 6 3 6 7 6 3 6 3 1 6 1 4 6 4 4 1 6 6 6 4 6 1 1 6
split_gain=2.8545e+11 2.74207e+12 7.97128e+12 7.19081e+12 1.00745e+13 1.64816e+13 1.50916e+13 1.70713e+13 1.25811e+13 1.1818e+13 1.7914e+13 1.15923e+13 1.78728e+13 8.93427e+12 7.3422e+12 1.43635e+13 7.3052e+12 1.26082e+13 9.77329e+12 8.11519e+12 5.20407e+12 3.01931e+12 3.37981e+12 2.7308e+12 2.29242e+12 2.25856e+12 2.21794e+12 2.04291e+12 1.92922e+12 3.76264e+12
threshold=17.500000000000004 44.685196900000008 31.995000000000001 19.500000000000004 66.010000000000005 55.805000000000007 59.025000000000013 19.500000000000004 76.605000000000004 6.0000000000000009 51.805000000000007 18.500000000000004 101.02000000000002 18.500000000000004 39.735861600000007 37.505000000000003 39.735861600000007 21.500000000000004 92.02500000000002 22.500000000000004 23.500000000000004 39.723160900000003 79.710000000000022 36.905000000000008 112.00500000000001 8.5000000000000018 37.505000000000003 37.780517050000007 30.205407000000005 118.04500000000002
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 13 5 9 -7 -8 -6 10 14 12 -10 21 20 23 18 -18 -13 -20 27 -4 -23 -16 -21 -3 -11 -5 29 -27
right_child=1 25 3 4 8 6 7 -9 11 26 -12 16 -14 -15 15 -17 17 -19 19 24 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=5.1131692180043355 44248.786093750008 31932.130610795455 11164.193619791668 -35039.359482106862 -80901.862561677641 108106.21328125001 -40772.258382686494 64174.270488911287 -112011.00140086208 -808.17813313802083 -97465.224760584679 30147.444820851291 2169.6655141977167 -19331.4306640625 -44681.797343750004 74307.406385869574 -22336.929942908653 77124.483336914069 -79813.577586206899 -33892.343314302889 -75086.670040760873 26961.182167968749 85097.328750000001 3063.5758152173912 8966.4644694010422 3444.0314034753546 32493.007409396705 4295.4403192934788 -155.29785624776946 -29164.140798611115
leaf_weight=3927269 30 22 24 31 38 22 31 31 29 36 31 29 26 44 25 23 26 25 29 26 23 20 20 23 24 2077 45 23 143666 36
leaf_count=3927269 30 22 24 31 38 22 31 31 29 36 31 29 26 44 25 23 26 25 29 26 23 20 20 23 24 2077 45 23 143666 36
internal_value=0 -137.038 -6233.82 -8385.06 -12687.3 -1559.48 36950 11701 -27877.6 -14001 -28342.8 -18462.1 -58034.7 15356.7 -13864.4 9330.81 -4773.41 26418.7 -19503 -37729.1 -35252.2 39204.9 56029.3 -21803.8 -13320.1 -106.345 17692.5 -18285.6 -111.18 2888.47
internal_weight=0 146535 734 704 596 344 84 62 252 260 179 214 55 108 148 71 159 51 108 79 77 64 40 48 50 145801 81 54 145779 2113
internal_count=4073804 146535 734 704 596 344 84 62 252 260 179 214 55 108 148 71 159 51 108 79 77 64 40 48 50 145801 81 54 145779 2113
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=31
num_cat=0
split_feature=5 6 6 1 4 0 4 1 6 0 5 3 3 1 0 1 0 4 4 1 6 6 1 1 0 4 3 7 6 3
split_gain=2.83311e+11 1.81735e+12 2.82626e+12 5.76397e+12 5.532e+12 6.69427e+12 5.94512e+12 5.41847e+12 2.71865e+12 1.7965e+12 1.15116e+12 5.32485e+12 7.32365e+12 4.46743e+12 6.68348e+12 7.47593e+12 6.36873e+12 5.38544e+12 3.60784e+12 3.32683e+12 3.22242e+12 3.30218e+11 4.26121e+12 7.55049e+12 1.74229e+13 1.93749e+13 1.07295e+13 1.44092e+13 3.25987e+13 1.64482e+13
threshold=7.5000000000000009 37.995000000000012 130.05000000000004 39.366401150000009 7.5000000000000009 54.707511300000007 13.500000000000002 30.315889700000003 75.605000000000004 56.262014700000009 6.5000000000000009 9.5000000000000018 5.5000000000000009 44.628646350000004 55.79439725000001 30.362494150000003 53.244414800000008 3.5000000000000004 5.5000000000000009 39.596303450000001 189.00000000000003 134.05000000000004 61.381045500000006 60.590708550000009 55.145978450000008 8.5000000000000018 21.500000000000004 6.0000000000000009 156.15000000000003 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 -2 3 -3 5 -4 -6 -7 -5 -9 21 12 13 14 17 18 -15 -12 -16 -19 -14 -1 23 -23 25 -25 27 -26 29 -29
right_child=1 2 4 8 6 7 -8 9 -10 -11 11 -13 20 16 15 -17 -18 19 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-2.1126381348379915 -23592.486531929349 48806.456202423884 43946.129814189189 18662.140045166016 -69239.278888494329 33213.434907670453 6092.5959375000002 -47710.005690696024 -27737.954262907613 -9814.418281923492 51858.680297851562 -46884.579903017242 12692.193061266449 -74641.95720108696 -17884.627798943773 -60365.408945312505 -8294.2504607371793 -32070.240390625004 33001.128657670452 24917.615680803574 62282.676879882812 575.79536030696897 -1551.434567096614 -964.31238374255963 4096.9990581006459 130561.46692708333 -16866.687481553821 -33095.587128684303 106832.05640285328 30950.764623363597
leaf_weight=4045313 23 39 37 28 22 22 20 22 23 29 32 29 38 23 38 30 39 20 22 21 20 18047 8330 21 1063 24 180 55 46 148
leaf_count=4045313 23 39 37 28 22 22 20 22 23 29 32 29 38 23 38 30 39 20 22 21 20 18047 8330 21 1063 24 180 55 46 148
internal_value=0 3269.6 5822.61 19866.9 -2493.08 9295.13 -33367 -8267.71 -2263.39 -26161.5 -0.212699 -6074.19 -1892.21 -10059.8 -1369.39 -19606.1 -32907.1 21114.3 773.483 -2881.34 29792.4 0.252554 343.017 1148.82 7877.07 69182.8 6028.04 9169.09 30822.2 13598.3
internal_weight=0 265 242 90 152 110 42 73 51 51 4.07354e+06 312 283 225 163 90 62 73 60 41 58 4.07323e+06 27914 19584 1537 45 1492 1312 249 203
internal_count=4073804 265 242 90 152 110 42 73 51 51 4073539 312 283 225 163 90 62 73 60 41 58 4073227 27914 19584 1537 45 1492 1312 249 203
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=31
num_cat=0
split_feature=0 3 1 6 6 4 6 6 4 3 1 4 1 5 1 1 6 6 6 3 6 1 4 3 1 4 1 0 5 3
split_gain=2.72068e+11 3.94613e+12 9.05997e+12 1.91312e+13 8.00405e+13 3.40101e+13 5.07954e+13 5.79541e+13 6.41602e+13 3.11208e+13 3.51869e+13 2.96896e+13 4.4511e+13 3.13052e+13 3.74295e+13 2.82119e+13 2.84211e+13 4.63867e+13 3.42819e+13 3.33308e+13 2.68684e+13 3.23354e+13 2.4609e+13 2.55565e+13 4.27873e+13 2.30777e+13 2.24314e+13 2.23548e+13 3.7291e+13 3.31408e+13
threshold=43.687280500000007 3.5000000000000004 40.024897700000004 72.020000000000024 78.605000000000004 2.5000000000000004 75.010000000000005 76.00500000000001 5.5000000000000009 2.5000000000000004 39.735861600000007 4.5000000000000009 39.735861600000007 2.5000000000000004 39.735861600000007 39.735861600000007 98.020000000000024 104.01000000000001 100.05000000000001 2.5000000000000004 94.02500000000002 39.718675700000013 14.500000000000002 2.5000000000000004 39.735861600000007 3.5000000000000004 39.908802000000009 43.6005307 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 3 -1 5 -5 11 8 -8 10 -9 12 -7 14 -13 16 20 18 19 -18 -6 -22 23 -15 -25 -17 -14 29 -29 -27
right_child=-2 -3 -4 4 15 6 7 9 -10 -11 -12 13 26 22 -16 25 17 -19 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-3484.4266230356066 4.0113981368945018 429.76844213623048 514.73223821842043 -54581.498978365387 14.857801127373419 154365.26539884869 78882.052351379403 77105.905181525741 297847.35346467391 95546.839122380436 -62925.423283305921 -104353.96627327129 -41324.616617965701 -12767.178360282427 16187.809201103344 9561.1220735201878 3257.2841903409094 8384.410895734296 174772.2409482759 137287.05200892859 8679.1856510416674 -131026.72170608109 131497.72765997026 127959.78586482558 -23421.779853219698 25850.195484264186 79037.095859375011 50859.251411576704 -94538.343979876241 -28583.2297945428
leaf_weight=18614 3977958 51433 23103 39 395 38 32 34 23 74 38 47 32 113 57 274 55 401 29 28 30 37 21 43 33 141 30 22 89 541
leaf_count=18614 3977958 51433 23103 39 395 38 32 34 23 74 38 47 32 113 57 274 55 401 29 28 30 37 21 43 33 141 30 22 89 541
internal_value=0 -166.488 -856.989 -2344.13 5528.86 35975.1 41717.7 82963.3 170449 50006.2 3200.48 21692.7 69146.1 6580.2 -38287.8 -4222.29 8073.83 24276.3 81174.8 48472.1 -9917.2 -68471.8 28800.5 17389.7 62228.3 -15458.2 16914.9 -24103 -65720.8 -17329.4
internal_weight=0 95846 44413 21310 2696 654 615 201 55 146 72 414 100 314 104 2042 975 513 112 83 462 67 210 189 76 1067 62 793 111 682
internal_count=4073804 95846 44413 21310 2696 654 615 201 55 146 72 414 100 314 104 2042 975 513 112 83 462 67 210 189 76 1067 62 793 111 682
is_linear=0
shrinkage=0.1


Tree=4738
num_leaves=31
num_cat=0
split_feature=0 6 3 3 6 4 0 6 6 1 4 6 6 6 4 1 4 1 0 6 1 5 6 6 4 6 1 2 1 6
split_gain=2.95327e+11 3.31194e+12 1.72281e+13 2.05692e+13 3.23912e+13 4.17292e+13 3.62391e+13 3.88632e+13 3.0155e+13 6.66986e+13 3.75402e+13 3.21914e+13 2.82635e+13 3.8372e+13 2.7507e+13 4.97464e+13 2.65191e+13 7.18387e+13 2.62073e+13 2.36039e+13 1.85188e+13 1.75463e+13 1.70651e+13 1.51735e+13 1.32082e+13 1.28285e+13 3.20031e+13 1.25127e+13 1.21972e+13 1.21511e+13
threshold=45.073441650000007 83.010000000000005 15.500000000000002 14.500000000000002 88.00500000000001 19.500000000000004 45.063245050000006 90.045000000000016 106.49500000000002 38.989878900000008 22.500000000000004 102.04000000000001 95.045000000000016 108.05000000000001 16.500000000000004 38.999037500000007 18.500000000000004 38.927872750000006 45.040161900000008 99.050000000000011 38.948208550000011 2.5000000000000004 83.820000000000007 95.045000000000016 22.500000000000004 94.02500000000002 38.958307950000012 3999.0000000000005 37.780517050000007 96.050000000000011
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 22 5 14 7 20 9 10 11 16 -8 -14 18 -16 17 28 -5 -11 -6 -18 -3 25 -21 -4 -27 -10 -9 -25
right_child=-2 2 23 4 6 -7 12 8 27 19 -12 -13 13 -15 15 -17 21 -19 -20 24 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-17.731502777561769 -9.6891682449422607 23800.818583353554 -10281.150505529351 112900.86180338541 -117452.31956249999 -26449.237982047875 31321.666791866988 96520.408164062508 -5991.7884737215909 -31840.181555866748 167374.92461890244 -31375.523273689516 -107145.32485007703 36914.673750000002 241105.31731250003 54093.969075520843 87589.577669270846 228154.51108685663 -10094.328753810976 60591.97190903173 -17902.921369562922 -29924.471412037041 907.5272854915213 42243.892248535158 -28878.625284090915 -133552.86479166668 -17470.955951891447 72382.875106534091 -6514.0454861111111 -1839.7402813956751
leaf_weight=416731 3606732 328 1373 30 25 47 39 20 275 106 41 31 71 25 25 33 24 34 41 66 74 27 44612 64 22 30 114 22 27 2715
leaf_count=416731 3606732 328 1373 30 25 47 39 20 275 106 41 31 71 25 25 33 24 34 41 66 74 27 44612 64 22 30 114 22 27 2715
internal_value=0 74.8198 840.975 1406.04 14884.9 54220.3 7432.76 15576.8 23926.7 41920.6 81841.7 60327.2 -40466 -69629.7 83611.6 134702 81863.4 117429 41875.5 -58.3446 -43041.7 25376.3 1074.62 -5215.45 38224.3 -13259.3 -41654.7 -186.258 37330.4 -824.5
internal_weight=0 467072 50341 46045 1105 176 929 794 695 398 204 163 135 96 129 58 132 81 71 194 99 51 44940 4296 88 1517 144 297 47 2779
internal_count=4073804 467072 50341 46045 1105 176 929 794 695 398 204 163 135 96 129 58 132 81 71 194 99 51 44940 4296 88 1517 144 297 47 2779
is_linear=0
shrinkage=0.1


Tree=4739
num_leaves=31
num_cat=0
split_feature=6 5 6 4 0 6 0 0 1 3 0 0 1 1 0 3 0 0 4 3 4 0 0 1 1 0 3 2 1 1
split_gain=2.84278e+11 2.34583e+12 6.84755e+12 1.38113e+13 1.74481e+13 4.89518e+12 3.92682e+12 5.59316e+12 1.00266e+13 5.42816e+12 3.86724e+12 1.32467e+13 4.4556e+12 8.1947e+12 9.16132e+12 9.97525e+12 9.13372e+12 4.68946e+12 8.34089e+12 9.33532e+12 4.25516e+12 7.73971e+12 6.94151e+12 6.96502e+12 8.54493e+12 6.58736e+12 4.93044e+12 7.33551e+12 4.0742e+12 9.33075e+12
threshold=28.005000000000006 2.5000000000000004 21.020000000000003 8.5000000000000018 56.288960650000007 24.030000000000005 63.565651350000003 59.91832440000001 30.389265100000003 5.5000000000000009 55.812023600000011 55.858844800000007 36.049731800000011 37.374856000000008 56.228352100000002 3.5000000000000004 55.988910100000005 56.802121050000004 9.5000000000000018 3.5000000000000004 4.5000000000000009 55.743464250000009 43.6005307 37.843405600000004 50.136929700000003 53.310923100000004 10.500000000000002 2892.5000000000005 37.843405600000004 37.755233900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -3 -9 20 -12 -13 -14 15 -15 -17 -16 19 -19 22 26 -10 -24 -25 -26 28 -28 29 -22
right_child=-2 2 3 4 -6 -7 -8 9 10 -11 11 12 13 14 17 16 -18 18 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=235.26605285259927 -4.1984386526762378 -73074.633437500001 -96000.267071533206 83310.09523437501 -30618.399372379954 -37013.664705882358 -45826.876835937503 7143.1812363397512 53017.190401785716 56697.137598470057 63288.597028082775 47079.261484375005 -62113.594973028281 -6089.4304890182793 -26407.633730710211 10700.61478794643 87826.673460477949 15117.307122646234 43805.56831961967 -34294.683122395836 -9443.4268663194434 -45540.475833834142 56083.97622767857 -17270.342193418561 54198.27823350695 -1449.0249699519231 52107.018181295956 -21015.166372282609 -5484.8714898202934 -86412.815513392852
leaf_weight=98362 3973435 20 24 20 41 34 20 84 28 30 37 20 21 53 91 28 34 78 37 75 63 52 21 165 36 52 34 23 765 21
leaf_count=98362 3973435 20 24 20 41 34 20 84 28 30 37 20 21 53 91 28 34 78 37 75 63 52 21 165 36 52 34 23 765 21
internal_value=0 166.209 -3218.24 -26484.2 6735.21 -61421.9 -1751.79 -1279.9 -2674.91 20183.7 -1862.92 5836.76 972.412 -1238.95 1989.25 25765.1 52995.6 -7741.07 1199.24 -9104.26 -4759.46 -8022.28 5590.82 744.328 -3849.08 21315.8 -5868.92 22601.6 -7780.37 -28685.8
internal_weight=0 100369 2007 119 61 58 1888 1868 1754 114 1734 474 437 417 396 115 62 281 190 153 1260 958 302 274 253 88 906 57 849 84
internal_count=4073804 100369 2007 119 61 58 1888 1868 1754 114 1734 474 437 417 396 115 62 281 190 153 1260 958 302 274 253 88 906 57 849 84
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=31
num_cat=0
split_feature=3 7 2 6 6 6 4 0 4 6 6 1 1 3 3 1 6 1 6 1 4 6 6 2 1 6 1 6 5 1
split_gain=2.71321e+11 2.40756e+12 8.22267e+12 9.7857e+12 5.52183e+12 1.66515e+13 1.58508e+13 3.1287e+13 1.55e+13 1.73666e+13 1.53616e+13 1.50446e+13 2.08395e+13 1.75675e+13 1.29715e+13 1.13922e+13 1.11442e+13 7.50188e+12 7.36568e+12 2.05171e+13 1.85376e+13 1.76707e+13 3.01749e+13 1.42745e+13 1.07083e+13 9.5922e+12 9.00919e+12 1.68703e+13 8.46512e+12 7.38721e+12
threshold=23.500000000000004 6.0000000000000009 2828.5000000000005 134.05000000000004 77.565000000000012 68.00500000000001 24.500000000000004 59.838047850000002 26.500000000000004 103.03500000000001 69.015000000000015 37.517483500000004 30.370944000000005 24.500000000000004 24.500000000000004 37.873748150000004 95.045000000000016 37.924401400000008 59.505000000000003 37.563506350000004 24.500000000000004 54.990000000000002 55.015000000000008 75.000000000000014 37.618684050000006 54.010000000000012 37.71815560000001 62.995000000000012 2.5000000000000004 30.362494150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 7 -6 9 11 -7 12 13 -8 -13 -16 -14 -17 20 28 23 25 -23 24 -2 -22 27 -21 -20 -24
right_child=1 -3 -4 -5 6 10 8 -9 -10 -11 -12 14 16 -15 15 17 -18 -19 19 26 21 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1653839608557131 -30184.352368951615 887.3141702940261 3039.3442632183232 -51644.30628720238 92361.343940548788 73557.503215843026 -49449.968844726565 -37380.897702205883 2728.2062618970117 7965.8774245689656 10610.270547086455 22976.462820184428 -92591.084905660377 48382.701185344835 12089.987452651516 -100357.70121527778 -17127.538378906251 -31418.200925164474 4315.0193717407528 -137671.65802556821 -1455.6122800199416 100936.53350074406 -18952.852016009707 -14640.980362113865 -117206.53281250001 -53470.981608072914 -24385.243264074496 -28154.53010441707 -59386.116051136371 18354.84619591069
leaf_weight=4045324 31 20378 2968 42 41 43 50 34 315 116 394 61 106 29 33 27 24 38 403 22 2334 42 66 261 26 36 228 39 22 271
leaf_count=4045324 31 20378 2968 42 41 43 50 34 315 116 394 61 106 29 33 27 24 38 403 22 2334 42 66 261 26 36 228 39 22 271
internal_value=0 307.573 -1150.58 -3572.81 -3176.3 -1677.31 -10410.6 33544.9 -14536.6 -25772.9 16804.2 -36408 -54043.6 -13536.7 -13226.5 -35761 -78659.4 -60054.6 -3813.36 -12961 -1683.77 960.442 21009.5 -24542.1 -69878.7 -2245.72 -33517.8 -67652.5 1017.55 11048.3
internal_weight=0 28480 8102 5134 5092 4218 874 75 799 484 437 368 209 79 159 98 130 65 3781 714 3067 2749 379 318 57 2370 289 61 425 337
internal_count=4073804 28480 8102 5134 5092 4218 874 75 799 484 437 368 209 79 159 98 130 65 3781 714 3067 2749 379 318 57 2370 289 61 425 337
is_linear=0
shrinkage=0.1


Tree=4741
num_leaves=31
num_cat=0
split_feature=0 1 4 3 6 6 6 3 4 4 7 6 6 6 5 7 6 4 6 3 4 6 5 4 4 6 6 7 6 1
split_gain=2.70513e+11 1.74646e+12 1.70409e+12 1.66335e+12 4.0968e+12 1.67972e+13 6.16093e+12 2.38791e+13 1.47714e+13 4.96765e+12 4.92224e+12 4.29872e+12 1.37856e+13 7.06466e+12 6.176e+12 4.93911e+12 4.29075e+12 8.82876e+12 4.1649e+12 3.56698e+12 3.90795e+12 6.42923e+12 3.37879e+12 8.22235e+12 4.509e+12 4.46332e+12 2.96983e+12 2.90814e+12 4.68379e+12 4.36028e+12
threshold=42.965693300000005 48.411058050000008 17.500000000000004 3.5000000000000004 138.05000000000004 149.05000000000004 110.01500000000001 2.5000000000000004 4.5000000000000009 5.5000000000000009 6.0000000000000009 101.02000000000002 104.01000000000001 88.00500000000001 3.5000000000000004 6.0000000000000009 90.045000000000016 4.5000000000000009 118.04500000000002 2.5000000000000004 9.5000000000000018 96.050000000000011 2.5000000000000004 4.5000000000000009 6.5000000000000009 99.050000000000011 94.02500000000002 6.0000000000000009 84.810000000000016 47.800771000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 13 15 27 -14 -13 17 -15 -11 22 21 -21 24 25 -18 -24 -22 28 -1 -29
right_child=-2 -3 -4 -5 5 10 7 -9 9 18 -12 12 14 16 -16 -17 19 -19 -20 20 26 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=2591.8823420472804 1.6030659152097197 -29233.279544503348 13500.959714022551 -1253.3898510347733 88639.243580005786 -16636.218284912113 -40804.003488769536 -64729.369233972888 69395.907086416395 -17444.919924094462 29054.09274704392 28276.816441761366 -14232.476596467393 -81668.337386067724 34623.015635850694 93243.656000000017 -53146.193170166021 -13786.12833470395 38080.806495535719 -1745.8401692708333 -23441.318430397729 -64427.366264512813 81091.779062500005 -3360.9668832376701 2811.3663302951391 15083.831026785714 28518.748579545456 -4485.9557730155639 22237.121310153841 10221.250976259847
leaf_weight=3297 4058099 21 88 9752 27 65 40 68 26 22 37 22 92 24 36 25 24 95 35 30 22 36 20 147 36 21 22 1207 126 242
leaf_count=3297 4058099 21 88 9752 27 65 40 68 26 22 37 22 92 24 36 25 24 95 35 30 22 36 20 147 36 21 22 1207 126 242
internal_value=0 -414.225 -375.638 -453.936 880.128 18503.2 482.338 -17175 9115.23 33172.7 -62.2819 1092.86 16515.6 588.29 -491.869 62833.6 -11026.3 -27476.7 16649.8 -5558.16 -20546 -35935.8 1089.66 7683.69 -19571.7 47282.8 2538.72 1725.43 3315.02 -2029.68
internal_weight=0 15705 15684 15596 5844 129 5715 191 123 83 102 5524 175 5349 128 47 477 119 57 358 110 66 248 188 60 41 44 4872 3423 1449
internal_count=4073804 15705 15684 15596 5844 129 5715 191 123 83 102 5524 175 5349 128 47 477 119 57 358 110 66 248 188 60 41 44 4872 3423 1449
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=31
num_cat=0
split_feature=6 3 0 1 1 6 1 3 5 0 3 1 5 4 1 3 6 1 0 1 4 4 4 3 0 4 3 3 4 1
split_gain=2.69049e+11 2.50356e+12 2.35371e+12 3.84209e+12 3.43188e+12 7.19837e+12 7.03921e+12 5.15955e+12 3.63301e+12 2.64391e+12 1.10258e+13 1.06629e+13 1.41965e+13 9.35444e+12 1.78025e+13 7.24334e+12 9.47571e+12 3.77374e+12 3.48293e+12 1.13779e+13 4.16958e+12 2.97131e+12 2.93654e+12 2.96682e+12 2.216e+12 2.17583e+12 2.61409e+12 2.00896e+12 2.90248e+12 1.83304e+12
threshold=21.020000000000003 18.500000000000004 43.550475500000012 39.873894000000007 39.908802000000009 15.450000000000001 43.56803845000001 4.5000000000000009 1.5000000000000002 43.6005307 7.5000000000000009 39.735861600000007 1.5000000000000002 4.5000000000000009 39.723160900000003 1.5000000000000002 15.450000000000001 39.723160900000003 43.687280500000007 40.024897700000004 10.500000000000002 4.5000000000000009 8.5000000000000018 1.5000000000000002 43.472751400000007 3.5000000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 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 -1 5 -5 7 27 -8 10 11 12 13 14 -4 21 -17 -15 19 20 22 -13 23 -11 -7 -10 -27 28 -6 -20
right_child=-2 -3 9 4 6 24 8 -9 25 18 -12 15 -14 17 -16 16 -18 -19 29 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-46874.562890626301 2.329882036749956 -5247.0570728232369 -15792.701171875 -24277.245963541667 -75267.77845052084 63588.772978515626 17355.368305352396 16517.431187500002 -32397.05653286638 8799.0714128417967 67536.543696120687 -10287.322321428572 97785.500892857148 4547.9556122448985 82447.67395833334 -85193.248734714682 -14007.250365234377 -39198.020525568187 -11859.995465557393 63493.345312500001 -52594.759495192317 39473.05104631697 26148.637553710942 -17893.874146586346 20006.293861607144 6605.2614429820669 -28964.897974537042 -18806.24650493421 -31565.902428977275 39.460772761206755
leaf_weight=23 4040593 986 35 30 21 20 94 25 29 50 29 21 21 49 39 23 100 33 130 20 26 28 20 249 28 88 27 57 55 30855
leaf_count=23 4040593 986 35 30 21 20 94 25 29 50 29 21 21 49 39 23 100 33 130 20 26 28 20 249 28 88 27 57 55 30855
internal_value=0 -283.463 -131.59 -6960.06 -5023.28 14149.2 -8799.67 -25163.1 2063.45 -24.6267 8288.7 3365.52 20596.2 10205.3 35982.6 -14366 -27318.5 -13057.1 -124.864 -9836.29 -14087.3 18147.2 -10948.7 -13430.2 38165.7 -7918.78 -1745.99 -32997.8 -43641.4 -10.4643
internal_weight=0 33211 32225 497 474 78 396 158 238 31728 378 349 177 156 74 172 123 82 31350 365 345 49 319 299 48 144 115 133 76 30985
internal_count=4073804 33211 32225 497 474 78 396 158 238 31728 378 349 177 156 74 172 123 82 31350 365 345 49 319 299 48 144 115 133 76 30985
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=31
num_cat=0
split_feature=6 2 1 4 0 6 6 1 0 6 1 0 4 0 0 0 0 3 6 0 3 1 5 4 0 7 1 6 6 0
split_gain=2.6898e+11 2.96997e+12 1.41357e+13 1.37907e+13 2.29137e+13 2.85954e+13 5.25505e+13 2.69697e+13 1.67834e+13 1.56246e+13 3.13565e+13 3.43658e+13 2.17723e+13 1.60115e+13 1.46203e+13 4.12651e+13 2.10182e+13 1.93324e+13 1.95853e+13 1.64685e+13 1.34321e+13 1.32466e+13 1.30641e+13 1.2521e+13 1.21744e+13 2.40124e+13 6.3126e+13 5.14394e+13 1.63552e+13 1.58636e+13
threshold=102.04000000000001 75.000000000000014 37.755233900000007 7.5000000000000009 55.728148450000006 116.05000000000001 142.05000000000004 37.517483500000004 55.850146250000009 122.65000000000002 37.649344350000007 55.753967500000009 8.5000000000000018 55.850146250000009 55.685785750000008 55.743464250000009 55.783232450000007 7.5000000000000009 134.05000000000004 55.753967500000009 4.5000000000000009 37.234509300000006 3.5000000000000004 5.5000000000000009 55.743464250000009 6.0000000000000009 37.401708450000008 110.01500000000001 108.05000000000001 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -7 21 23 12 14 -12 22 24 -11 -16 19 18 -18 -17 -4 -2 -5 -6 -14 26 28 29 -26 -28
right_child=1 -3 20 9 5 6 -8 -9 -10 10 11 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.2261732739858822 49865.107659040179 -243.98310030190387 61918.295320312507 131598.66867897726 55886.168686655408 -187154.22919921877 -15225.032656250001 82149.059621710534 -81598.736555989599 15982.894121201658 -8811.3356132812514 -178186.6461616848 6353.3403247576307 24423.946290750708 -143509.033375 -9102.4432617187504 -131463.9181712963 12742.431360554247 -4356.8648082386362 114703.29048295454 9136.5866124131953 -26402.309445440573 22619.534721235796 -25839.332627467105 -17215.307951510684 11885.954523617098 -113693.56956521739 -204584.02777343753 69568.515104166669 -10803.248455668605
leaf_weight=3966508 28 104392 75 22 37 32 40 38 24 181 25 23 1158 376 25 21 27 53 22 22 135 122 22 38 49 174 23 30 39 43
leaf_count=3966508 28 104392 75 22 37 32 40 38 24 181 25 23 1158 376 25 21 27 53 22 22 135 122 22 38 49 174 23 30 39 43
internal_value=0 -156.233 2998.19 1050.27 -17196.7 -43686.6 -91638 6897.9 -8812.89 3855.69 -14163.2 -89970.3 7569.29 5952.08 -3796.38 -24855.5 -4397.98 -29117.9 -74395.4 54240 27987.2 -12165.7 77109.1 14478.6 1370.67 -14746.5 -39931.5 -96010.5 21245.7 -46659
internal_weight=0 107296 2904 2694 359 171 72 188 99 2335 399 48 1936 1892 351 170 145 102 49 43 210 150 44 75 1516 358 184 96 88 66
internal_count=4073804 107296 2904 2694 359 171 72 188 99 2335 399 48 1936 1892 351 170 145 102 49 43 210 150 44 75 1516 358 184 96 88 66
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=31
num_cat=0
split_feature=6 0 1 6 3 3 3 3 5 4 4 3 7 2 2 1 4 5 0 5 4 6 3 5 3 0 4 0 2 0
split_gain=2.65186e+11 3.24394e+12 1.08302e+13 1.56335e+13 2.33527e+13 7.88617e+12 9.62484e+12 1.79491e+13 1.69244e+13 1.04208e+13 1.59788e+13 7.77677e+12 7.24831e+12 6.13585e+12 5.94672e+12 2.58803e+13 7.36844e+12 2.21335e+13 1.75329e+13 5.94039e+12 5.60839e+12 4.67524e+12 1.60575e+13 1.14705e+13 1.06382e+13 1.29942e+13 4.16881e+12 4.86288e+12 3.876e+12 3.70705e+12
threshold=189.00000000000003 44.739668300000005 39.718675700000013 247.90000000000001 7.5000000000000009 4.5000000000000009 6.5000000000000009 7.5000000000000009 3.5000000000000004 9.5000000000000018 12.500000000000002 3.5000000000000004 6.0000000000000009 9613.5000000000018 2882.5000000000005 39.735861600000007 6.5000000000000009 4.5000000000000009 43.051287600000009 3.5000000000000004 4.5000000000000009 247.90000000000001 1.5000000000000002 4.5000000000000009 2.5000000000000004 43.051287600000009 8.5000000000000018 43.051287600000009 9613.5000000000018 45.063245050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 26 -9 12 -2 -11 -10 15 -4 21 18 -18 -13 -5 22 -16 24 -23 -26 27 -7 -27 -3
right_child=1 29 5 20 -6 6 7 9 13 10 -12 19 -14 -15 16 -17 17 -19 -20 -21 -22 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-1.0296455554984223 -38299.370297475965 8688.1515656952579 44773.459011501742 52516.099857954541 25238.056026785714 -55378.146856398816 73152.404921875001 -70623.001287109379 -118147.9095880682 -3363.5641550164473 -52994.087119932439 -74507.935817307691 58817.222687922302 -47575.986272321432 40062.211729910719 -72098.451835937492 -45105.027411099145 129037.22533482144 67984.691045673084 -146016.83258928571 -11571.01171875 5679.1556607759921 -47216.396395931602 -42810.474461206904 117643.44168595025 54441.960400390628 35685.368984374996 6178.8036868933477 -7815.5320312500007 602.7973951378616
leaf_weight=4067180 26 638 36 22 28 21 30 25 22 38 37 26 37 28 35 40 29 21 26 21 36 104 53 29 23 20 20 33 20 5100
leaf_count=4067180 26 638 36 22 28 21 30 25 22 38 37 26 37 28 35 40 29 21 26 21 36 104 53 29 23 20 20 33 20 5100
internal_value=0 632.21 -4999.49 -28640.8 -52402.8 171.02 -12577.6 3093.64 -33683.2 -12247.7 782.505 -82182.8 27312.3 -78627.6 8679.84 -16738.1 14045.8 41701.8 8355.57 -106459 12737.9 6644.95 -12503.3 15242.1 25323.1 57751.2 -3315.31 -17760 23313.2 1501.8
internal_weight=0 6624 886 159 101 727 291 167 124 137 112 73 75 50 436 76 360 76 55 47 58 284 88 196 167 63 74 54 40 5738
internal_count=4073804 6624 886 159 101 727 291 167 124 137 112 73 75 50 436 76 360 76 55 47 58 284 88 196 167 63 74 54 40 5738
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=31
num_cat=0
split_feature=5 3 4 6 1 3 2 1 1 1 5 3 3 1 0 1 6 0 1 4 6 6 6 4 0 2 0 0 1 3
split_gain=2.71832e+11 1.63496e+12 3.1219e+12 8.90426e+12 4.11272e+12 2.4468e+12 3.07743e+12 2.42031e+12 4.22586e+12 4.22404e+12 9.21863e+11 4.37129e+12 5.91392e+12 3.47044e+12 5.32909e+12 6.03371e+12 4.98076e+12 4.92208e+12 4.24212e+12 2.92251e+12 2.61229e+12 2.84358e+11 1.80897e+12 3.33324e+12 2.66049e+12 8.58716e+12 7.91245e+12 3.79995e+12 2.6967e+12 2.65715e+12
threshold=7.5000000000000009 12.500000000000002 7.5000000000000009 168.45000000000002 52.380799750000001 8.5000000000000018 2911.0000000000005 30.345769800000003 37.343102500000008 39.873894000000007 6.5000000000000009 9.5000000000000018 5.5000000000000009 44.628646350000004 55.79439725000001 30.362494150000003 189.00000000000003 53.244414800000008 39.712886600000012 5.5000000000000009 189.00000000000003 27.215000000000003 26.495000000000001 3.5000000000000004 55.60524465000001 75.000000000000014 55.866549750000011 55.579943700000008 30.624707450000006 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=10 2 4 5 7 6 -4 -2 -9 -10 21 12 13 14 16 19 18 -15 -12 -16 -14 22 -1 -24 27 26 -26 28 -25 -29
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 11 -13 20 17 15 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=10.939847356562927 -4696.6264411695074 28681.20329483696 39711.800658275461 -67105.990760869565 -30960.571367187502 -19779.637294921878 -8033.1388635706026 67344.692802734367 -9987.1872099905304 42325.111705280171 27619.293377130685 -42411.870312500003 11429.19158100329 -65813.282404891317 -16095.145626027961 -54228.304676920576 50022.433629557294 -7485.6865785256414 -35216.136049107146 29703.241051136367 56078.838632812505 -3.6542506322571726 5182.9239054785612 -24767.170737847224 21743.044272660238 916.38244616551765 -24738.678058307927 2915.2884585293859 -168.39324059904126 -23559.558736632302
leaf_weight=75001 33 23 27 23 20 30 27 20 33 29 22 29 38 23 38 30 30 39 21 22 20 3988013 1921 45 343 3063 41 55 4623 122
leaf_count=75001 33 23 27 23 20 30 27 20 33 29 22 29 38 23 38 30 30 39 21 22 20 3988013 1921 45 343 3063 41 55 4623 122
internal_value=0 3202.68 781.164 -11976.7 10892.9 3118.27 15839.3 18171.8 27374.9 14481.5 -0.208348 -5435.71 -1646.63 -8986.14 -1326.59 -17611 18750.1 -29123.3 -3067.78 697.596 26825.6 0.207999 180.961 1429.54 560.001 2683.63 16780.2 -950.863 -405.528 -15332.9
internal_weight=0 265 242 107 135 84 54 115 82 62 4.07354e+06 312 283 225 163 90 73 62 43 60 58 4.07323e+06 85214 10213 8292 3447 384 4845 4668 177
internal_count=4073804 265 242 107 135 84 54 115 82 62 4073539 312 283 225 163 90 73 62 43 60 58 4073227 85214 10213 8292 3447 384 4845 4668 177
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=31
num_cat=0
split_feature=0 4 6 6 4 6 6 5 4 7 6 2 6 4 3 6 7 5 4 6 6 3 4 6 6 1 4 4 1 6
split_gain=2.5768e+11 1.19381e+12 4.97925e+12 5.35707e+12 5.07774e+12 4.13999e+12 3.53362e+12 5.41618e+12 2.46796e+12 3.10916e+12 4.9184e+12 4.37749e+12 4.93187e+12 4.7689e+12 3.9245e+12 4.53519e+12 2.26964e+12 4.50177e+12 6.50786e+12 4.08849e+12 5.60731e+12 2.84989e+12 2.4868e+12 4.81445e+12 2.54227e+12 2.23046e+12 2.45118e+12 1.98351e+12 5.62677e+12 8.04656e+12
threshold=61.78914120000001 13.500000000000002 82.00500000000001 95.045000000000016 17.500000000000004 75.010000000000005 71.030000000000015 2.5000000000000004 11.500000000000002 6.0000000000000009 54.710000000000008 6426.0000000000009 83.820000000000007 12.500000000000002 4.5000000000000009 61.425000000000004 6.0000000000000009 1.5000000000000002 14.500000000000002 56.805000000000007 60.605000000000011 13.500000000000002 15.500000000000002 37.005000000000003 48.945000000000007 40.377616600000003 14.500000000000002 9.5000000000000018 40.377616600000003 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 8 5 4 -4 6 7 16 27 11 -11 -10 13 14 -13 -16 19 18 -18 22 -21 -20 -3 -24 -25 -9 -27 -2 29 -29
right_child=1 2 3 -5 -6 -7 -8 25 9 10 -12 12 -14 -15 15 -17 17 -19 21 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=2.1076371924069477 -467.21960904236778 17892.298238807092 -66092.7711055361 18979.409312500004 -7411.2009309895839 43555.771372767864 -14816.22925292969 52572.428661170372 -24641.119451032369 -965.18897323608405 -33946.533370610719 -18632.184190848213 47675.469110576931 -35898.540813577587 7567.7353347528178 61448.020758928571 -40570.592594401045 20772.254670474405 13344.780703855502 -66439.788330608862 -1272.5623676915322 -19252.824632352942 32803.906895380431 -31088.042284704141 9240.2067782315335 31504.273008510048 -3918.4850781250007 6631.7711445847599 6944.138009641375 -43507.505088404607
leaf_weight=4045394 26120 65 29 25 30 28 85 26 56 88 93 35 26 29 61 21 36 152 127 23 31 34 23 54 22 56 30 73 875 57
leaf_count=4045394 26120 65 29 25 30 28 85 26 56 88 93 35 26 29 61 21 36 152 127 23 31 34 23 54 22 56 30 73 875 57
internal_value=0 -300.113 3334.13 -19816 -36254.7 5789.44 4405.33 6811.57 -415.737 -8125.79 -17911.4 -357.387 7548.94 403.124 9400.97 21366.3 2842.13 7842.5 -2133.76 -5163.05 -29029 6460.81 2695.24 -7282.63 -19414.1 26906.9 19147.5 -299.483 4060.01 -15352.4
internal_weight=0 28410 876 84 59 792 764 679 27534 409 181 228 172 146 117 82 567 349 197 218 54 161 164 99 76 112 86 27125 1005 130
internal_count=4073804 28410 876 84 59 792 764 679 27534 409 181 228 172 146 117 82 567 349 197 218 54 161 164 99 76 112 86 27125 1005 130
is_linear=0
shrinkage=0.1


Tree=4747
num_leaves=31
num_cat=0
split_feature=3 4 7 5 6 0 1 1 1 0 0 4 5 0 0 1 6 4 6 0 1 0 1 3 3 6 0 6 4 1
split_gain=2.56788e+11 3.7448e+12 7.53143e+12 1.89499e+13 1.26211e+13 1.51107e+13 1.43287e+13 1.24435e+13 3.13351e+13 4.1008e+13 3.70542e+13 5.01814e+13 3.61761e+13 2.75294e+13 2.63145e+13 2.37957e+13 1.90143e+13 2.47478e+13 3.34446e+13 3.35632e+13 2.45138e+13 1.93748e+13 1.54007e+13 1.6812e+13 1.40778e+13 1.94286e+13 1.82787e+13 2.58703e+13 1.36822e+13 1.81793e+13
threshold=9.5000000000000018 12.500000000000002 6.0000000000000009 2.5000000000000004 64.405000000000015 54.94613300000001 83.001701100000005 30.315889700000003 30.389265100000003 59.882709350000006 59.982409200000006 10.500000000000002 1.5000000000000002 59.990753350000013 59.990753350000013 30.345769800000003 35.705000000000005 10.500000000000002 63.855000000000011 59.933037250000005 30.260128500000004 59.950512650000007 30.323041000000003 10.500000000000002 11.500000000000002 52.330000000000005 59.905532300000012 58.045000000000009 11.500000000000002 30.370944000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 9 28 11 -11 -12 -14 16 22 -4 18 19 -18 -19 24 23 -13 25 -22 -27 -28 -9 -30
right_child=1 -3 4 -5 5 -7 -8 8 -10 10 12 15 13 -15 -16 -17 17 20 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=12.477149557898114 -232.2007788457399 35.200199346512939 6808.1584080724824 -4075.0562182043304 -3153.2594178227955 5511.1149191669865 -3674.4091522046861 16785.278822326662 593.28046114930623 -114103.38109375001 13732.793975730019 -11818.856178977272 197288.83643465908 58624.233931974093 13038.758127946896 68473.866091358417 -2085.6501545193832 -10011.193012234671 -116772.50436789774 102822.18892857143 -35901.716423483456 -145553.251796875 -10942.677126666809 110457.17391304349 -9993.2737886235973 -17581.042871093752 -181024.09540441178 -58547.800089285709 88894.667619648142 19170.242334905659
leaf_weight=3266945 46576 696578 299 17712 2673 8150 10281 72 22223 40 122 22 22 41 454 49 237 265 22 35 170 20 411 23 89 24 34 35 127 53
leaf_count=3266945 46576 696578 299 17712 2673 8150 10281 72 22223 40 122 22 22 41 454 49 237 265 22 35 170 20 411 23 89 24 34 35 127 53
internal_value=0 -50.5196 -591.959 -1290.95 385.07 3371.24 -533.875 763.398 1365.75 18846.9 6840.4 -6285.97 45510 107047 -7536.78 2254.02 -15131.3 -22177.4 1821.37 11413.5 -33253.8 -49811 -4861.71 50677.8 -44371.1 -56004.7 -92752 -118898 53627.7 68364.7
internal_weight=0 806859 110281 64288 45993 10823 35170 24889 23205 982 730 545 185 63 1684 505 1230 931 294 272 637 372 456 45 352 263 93 69 252 180
internal_count=4073804 806859 110281 64288 45993 10823 35170 24889 23205 982 730 545 185 63 1684 505 1230 931 294 272 637 372 456 45 352 263 93 69 252 180
is_linear=0
shrinkage=0.1


Tree=4748
num_leaves=31
num_cat=0
split_feature=3 6 6 1 1 1 1 0 1 0 1 1 1 4 0 4 3 4 3 0 0 4 5 2 0 1 1 3 0 1
split_gain=2.9807e+11 4.6333e+12 1.18965e+13 3.04869e+13 4.3265e+13 2.60536e+13 2.72844e+13 3.26013e+13 2.17424e+13 1.82983e+13 1.827e+13 1.96167e+13 3.79951e+13 3.92846e+13 3.85376e+13 2.6401e+13 1.83508e+13 1.7999e+13 1.54266e+13 1.28488e+13 1.18454e+13 1.10917e+13 1.24333e+13 1.96278e+13 1.02589e+13 9.75986e+12 4.58145e+13 2.28935e+13 3.5246e+13 2.16419e+13
threshold=8.5000000000000018 105.00500000000001 104.01000000000001 82.93515810000001 82.966990000000024 30.303340300000002 37.401708450000008 59.939085000000013 30.472130500000002 55.834019500000004 82.918694400000007 39.01296365000001 38.958307950000012 19.500000000000004 45.063245050000006 16.500000000000004 9.5000000000000018 16.500000000000004 11.500000000000002 56.802121050000004 56.838524800000009 10.500000000000002 3.5000000000000004 2970.5000000000005 60.01610465000001 37.374856000000008 37.442254400000003 13.500000000000002 55.883833400000007 30.277905650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 17 11 12 14 -14 15 -8 21 -10 -7 -18 -21 22 -13 -24 25 29 27 28 -27 -3
right_child=1 24 3 4 -6 6 10 -9 9 -11 -12 16 13 -15 -16 -17 19 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-15.721559118832893 66.61426313541871 7082.8862065945759 -35913.646049423762 151760.78369419643 12693.66595262097 178907.09169921876 13031.306465287642 -22669.470347508846 9412.1156250000004 -35949.636800130211 -91043.553007812501 27083.963595622859 -100146.40898919753 11229.84347205529 -12373.617202685782 140509.29599609374 26406.991466711672 117397.33145714962 71343.222812500011 -62260.726041666669 16617.790972222221 -55998.208618164062 -105716.17725033968 18958.524246651788 8417.1349602050796 43957.813564453128 -1333.5544407852567 14284.181760937499 176093.51585648151 -10701.234998518952
leaf_weight=3045127 1000804 903 141 35 62 24 33 53 29 24 20 73 81 52 209 32 596 33 30 33 45 48 23 28 1050 80 21159 125 27 2825
leaf_count=3045127 1000804 903 141 35 62 24 33 53 29 24 20 73 81 52 209 32 596 33 30 33 45 48 23 28 1050 80 21159 125 27 2825
internal_value=0 46.5395 80.8286 8429.27 62872.5 5143.03 9091.86 44128.8 69416.7 38189.2 3779.9 5293.44 -12746.1 -56600.8 8541.04 75789.7 13972 66888.1 119149 21412.1 -16753.9 -15182.7 616.903 -37267.3 -1267.04 -1671.85 -848.955 43347.7 77300.5 -6393.55
internal_weight=0 1.02868e+06 1.00251e+06 1704 97 1607 1466 193 140 86 1273 1253 407 133 274 65 846 62 54 674 78 172 124 51 26169 25119 21391 232 107 3728
internal_count=4073804 1028677 1002508 1704 97 1607 1466 193 140 86 1273 1253 407 133 274 65 846 62 54 674 78 172 124 51 26169 25119 21391 232 107 3728
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=31
num_cat=0
split_feature=0 6 3 3 6 4 0 6 6 1 6 0 1 4 4 6 1 6 6 6 4 4 0 1 1 6 1 1 4 6
split_gain=2.70832e+11 2.97245e+12 1.43386e+13 1.6536e+13 2.6219e+13 3.38007e+13 2.92585e+13 3.14821e+13 2.53505e+13 4.48716e+13 3.69647e+13 3.93306e+13 3.57732e+13 3.30949e+13 4.54159e+13 2.71105e+13 5.86627e+13 2.28338e+13 3.10863e+13 2.27743e+13 2.22807e+13 4.3265e+13 2.1228e+13 1.5523e+13 1.50003e+13 1.4698e+13 1.62372e+13 1.93462e+13 1.71084e+13 1.37967e+13
threshold=45.073441650000007 83.010000000000005 15.500000000000002 14.500000000000002 88.00500000000001 19.500000000000004 45.063245050000006 90.045000000000016 130.05000000000004 38.989878900000008 102.04000000000001 45.029425500000009 38.927872750000006 18.500000000000004 23.500000000000004 120.05000000000001 38.958307950000012 95.045000000000016 108.05000000000001 93.050000000000011 16.500000000000004 17.500000000000004 45.040161900000008 38.958307950000012 38.948208550000011 99.050000000000011 39.735861600000007 39.135518400000002 16.500000000000004 83.820000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 20 7 24 9 10 12 -12 19 -14 -15 16 -13 -8 -19 -9 22 -22 -5 -10 -6 -11 27 -27 -28 -3
right_child=-2 2 -4 4 6 -7 17 8 23 25 11 15 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-16.02978817617824 -9.2786447387879445 21450.100535471847 -4727.7673253192579 101600.676328125 -105717.19067187501 -23814.416722074471 28179.396794871795 90647.933226102949 -93143.489640625005 -28661.530932156544 -81894.963482862921 118014.11346153845 205328.95853630514 3083.6631950827209 167765.27907196971 106191.04964488636 -79109.708018663208 -96325.175346610922 33339.294562499999 -23477.100607638888 217038.97050405649 43370.667114257812 -9095.0004430259141 -2304.6826891447372 -16122.733058950063 15904.850660342265 33555.092113095241 108173.99779094828 -88879.488562500002 865.58273183263327
leaf_weight=416731 3606732 328 4296 30 25 47 39 34 25 106 31 26 34 34 33 44 36 71 25 36 26 32 41 76 74 105 21 29 25 44612
leaf_count=416731 3606732 328 4296 30 25 47 39 34 25 106 31 26 34 34 33 44 36 71 25 36 26 32 41 76 74 105 21 29 25 44612
internal_value=0 71.6497 797.475 1312.98 13398.4 48788.2 6693.71 14011.4 21526.7 29402.1 55887.1 17183.1 86895.5 124973 84195.5 46158.7 3555.12 -36345.2 -62558.4 31955.1 75240.3 121222 37677.8 -24789.5 -38747.6 879.73 18276.2 35873.5 -32985.4 1015.82
internal_weight=0 467072 50341 46045 1105 176 929 794 695 594 308 137 171 101 67 106 62 135 96 70 129 58 71 101 99 286 180 134 46 44940
internal_count=4073804 467072 50341 46045 1105 176 929 794 695 594 308 137 171 101 67 106 62 135 96 70 129 58 71 101 99 286 180 134 46 44940
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=31
num_cat=0
split_feature=6 1 1 0 4 3 7 6 3 5 0 3 1 3 6 1 6 1 4 6 3 6 1 3 3 0 6 3 4 0
split_gain=2.65033e+11 3.47612e+12 6.2872e+12 1.41127e+13 1.57249e+13 8.7442e+12 1.1669e+13 2.63814e+13 1.33638e+13 8.83502e+12 1.28071e+13 1.20398e+13 1.17078e+13 1.14133e+13 4.44891e+13 2.14478e+13 2.18292e+13 1.35178e+13 1.72414e+13 3.44144e+13 1.31044e+13 4.06072e+13 2.14045e+13 2.90074e+13 1.70504e+13 1.26354e+13 1.14323e+13 1.25286e+13 1.00031e+13 8.98021e+12
threshold=134.05000000000004 61.381045500000006 60.590708550000009 55.145978450000008 8.5000000000000018 21.500000000000004 6.0000000000000009 156.15000000000003 4.5000000000000009 2.5000000000000004 56.818587550000011 14.500000000000002 60.66055595000001 4.5000000000000009 189.00000000000003 60.620042600000012 142.05000000000004 60.605526900000008 10.500000000000002 149.05000000000004 8.5000000000000018 142.05000000000004 60.605526900000008 12.500000000000002 6.5000000000000009 56.83050475000001 156.15000000000003 8.5000000000000018 11.500000000000002 56.802121050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 12 11 29 -5 14 17 20 -17 -12 19 -19 24 -22 23 -23 25 -15 27 -18 -26 -11
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 13 -13 -14 15 -16 16 26 18 -20 -21 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-2.1329459122437511 509.33580845126198 -1407.229127695482 -852.66497395833346 -93961.358649553571 117638.19557291668 -15165.631901855471 -29759.308746448864 96202.38698199729 27970.529316340268 -4687.1817714611925 -27512.094177827381 35263.660965851821 1004.952946920956 72311.079545454544 179308.73968750003 -85386.054544771643 -10701.249053030304 148123.65959051726 -22871.942187500001 -19968.065401785716 167946.05820312502 134516.86989843749 -48859.262392241384 -21094.468885869566 -3838.6748597756414 -15617.610216346155 -30965.812931034481 80243.993638392858 -90824.011523437512 -41408.124257577183
leaf_weight=4045514 18398 8355 21 21 24 180 55 46 148 337 42 62 34 44 20 39 33 29 26 21 24 25 29 23 39 26 58 28 20 83
leaf_count=4045514 18398 8355 21 21 24 180 55 46 148 337 42 62 34 44 20 39 33 29 26 21 24 25 29 23 39 26 58 28 20 83
internal_value=0 305.015 1022.64 7166.89 62342.5 5502.74 8338.34 27824 12329.4 3773.96 5903.51 -5871.59 -35254.9 16693.6 41393.1 7908.75 -20458.1 18017.6 43178.8 77525.1 27395.6 54371.6 18971.8 59953.1 6274.74 39651.9 820.785 31044.1 -33325.2 -11943.9
internal_weight=0 28290 19935 1537 45 1492 1312 249 203 1063 1008 482 55 526 138 388 158 118 76 50 230 101 77 48 129 70 119 61 59 420
internal_count=4073804 28290 19935 1537 45 1492 1312 249 203 1063 1008 482 55 526 138 388 158 118 76 50 230 101 77 48 129 70 119 61 59 420
is_linear=0
shrinkage=0.1


Tree=4751
num_leaves=31
num_cat=0
split_feature=3 7 6 6 6 3 1 4 6 6 6 2 5 6 4 6 6 1 3 0 6 2 6 1 6 1 0 3 3 3
split_gain=2.81341e+11 1.22497e+12 3.0243e+12 6.40927e+12 7.00041e+12 3.74907e+12 3.54934e+12 3.34123e+12 2.23965e+12 3.646e+12 1.50963e+12 1.47666e+12 1.06931e+12 7.27401e+11 3.26499e+11 3.27469e+12 1.36671e+13 8.64838e+12 1.57095e+13 8.70127e+12 6.55457e+12 5.94065e+12 9.86361e+12 1.11823e+13 7.40635e+12 2.21677e+13 1.10606e+13 7.7675e+12 3.74972e+13 8.7961e+12
threshold=33.500000000000007 6.0000000000000009 118.04500000000002 73.41500000000002 54.990000000000002 35.500000000000007 37.534144550000008 37.500000000000007 41.990000000000002 37.995000000000012 49.895000000000003 6082.0000000000009 2.5000000000000004 60.910000000000004 28.500000000000004 97.020000000000024 98.020000000000024 37.649344350000007 9.5000000000000018 55.791814000000009 92.02500000000002 3062.5000000000005 103.03500000000001 60.636764050000004 102.04000000000001 37.631035900000008 55.539595350000006 5.5000000000000009 7.5000000000000009 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=14 2 3 4 5 6 -2 -5 9 -3 -10 12 13 -12 -1 20 17 -17 -19 -20 -16 24 23 -23 25 -18 -26 -28 -29 -30
right_child=1 8 -4 7 -6 -7 -8 -9 10 -11 11 -13 -14 -15 15 16 21 18 19 -21 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=2.2688564334281005 -8928.8561079545452 -4789.7634688527969 41652.390885416673 -41564.420627170141 55243.094626116072 -27878.609193638393 48547.249069940473 5480.3038067157458 -33023.385156249999 46364.374795809665 6657.4955915178571 -20970.270419921875 16827.851823997498 -14705.578914168076 -356.3328481232885 -75838.749155405414 -27951.411423399393 53549.347588315228 -64102.596715856489 1074.7999881628789 8813.7714078941335 -50364.377426861705 -1339.951707208807 22650.669089988427 -57436.634677419359 65948.337049278853 40604.506467848558 -105727.7158092868 49992.532413648529 2566.6724264678373
leaf_weight=4041050 22 38 24 36 35 28 21 26 22 22 28 40 32 37 30363 37 41 23 54 33 800 94 385 27 31 65 52 31 46 261
leaf_count=4041050 22 38 24 36 35 28 21 26 22 22 28 40 32 37 30363 37 41 23 54 33 800 94 385 27 31 65 52 31 46 261
internal_value=0 2616.22 8446.83 3703.18 18641.2 597.977 19140.9 -21836 -2495.55 13966.8 -8707.74 -4803.04 1863.86 -5503.02 -0.263971 -316.725 -5487.72 -34016.8 -19949.4 -39380.1 -120.923 -1427.91 -9167.12 -34071.8 6002.91 29628.6 54.3883 4624.19 -911.246 9672.83
internal_weight=0 411 192 168 106 71 43 62 219 60 159 137 97 65 4.07339e+06 32343 1180 147 110 87 31163 1033 506 121 527 106 421 390 338 307
internal_count=4073804 411 192 168 106 71 43 62 219 60 159 137 97 65 4073393 32343 1180 147 110 87 31163 1033 506 121 527 106 421 390 338 307
is_linear=0
shrinkage=0.1


Tree=4752
num_leaves=31
num_cat=0
split_feature=0 6 6 1 4 6 3 4 1 4 3 1 3 1 3 3 6 6 4 3 4 1 6 4 4 6 4 4 0 6
split_gain=2.68119e+11 4.14743e+12 9.92128e+12 9.56493e+12 1.24368e+13 9.1649e+12 1.65005e+13 1.75916e+13 1.27818e+13 9.89822e+12 1.70582e+13 8.79951e+12 3.72277e+13 1.17863e+13 1.15657e+13 1.07592e+13 8.73182e+12 1.76788e+13 1.76936e+13 1.17542e+13 1.12004e+13 9.5288e+12 1.53559e+13 1.54784e+13 1.3711e+13 2.62533e+13 2.74254e+13 2.58063e+13 1.88291e+13 1.22219e+13
threshold=43.687280500000007 34.905000000000008 34.310000000000009 39.939672500000007 22.500000000000004 35.010000000000012 2.5000000000000004 4.5000000000000009 40.024897700000004 9.5000000000000018 13.500000000000002 39.908802000000009 5.5000000000000009 39.749243900000003 5.5000000000000009 8.5000000000000018 28.005000000000006 28.980000000000004 7.5000000000000009 8.5000000000000018 18.500000000000004 39.723160900000003 30.985000000000003 10.500000000000002 13.500000000000002 32.805000000000007 16.500000000000004 11.500000000000002 43.6005307 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 3 4 16 6 8 -8 -3 -9 11 13 -13 14 -11 -15 20 18 -18 -20 -1 22 23 -19 27 -26 -27 29 -29 -24
right_child=-2 5 -4 -5 -6 -7 7 9 -10 10 -12 12 -14 15 -16 -17 17 21 19 -21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-571.07886997966159 3.9821789044534754 -30767.710456572386 29629.784891633069 -2312.0722937883493 67546.828906249997 -281.56681573270868 36323.357141426284 -12157.274458747141 1456.2961986607143 73315.433720128683 -63268.540625000001 -50820.1650390625 95731.885434194715 -69289.606225585943 3946.0466939786588 21555.258238636365 91247.629845412244 -4772.8117254375293 -14999.846265624999 68979.283031250001 -57470.500111607151 8013.4445884651404 -2582.9306049973547 -40586.348518723709 18125.566917219065 -142868.52334735577 -23476.816575168923 119247.15505208334 30888.808901803859 25001.269191614178
leaf_weight=2993 3977958 415 124 4858 30 81000 117 601 175 34 28 26 52 32 82 22 47 533 50 25 35 3156 694 156 99 26 74 30 123 209
leaf_count=2993 3977958 415 124 4858 30 81000 117 601 175 34 28 26 52 32 82 22 47 533 50 25 35 3156 694 156 99 26 74 30 123 209
internal_value=0 -165.275 1476.24 1210.52 3277.28 -428.883 -7962.1 -98.8186 -21209.7 -4957.88 10719.1 19072.5 46881.2 6313.23 24278.5 -32278.7 3043.57 5520.91 43140.4 12993.2 -1228.77 4620.99 -886.504 -12881.5 5698.82 -18379.1 -54518.7 10236.2 48214 3801.45
internal_weight=0 95846 13262 13138 8280 82584 1584 994 590 877 276 248 78 170 116 54 8250 5222 122 75 3028 5100 1944 689 1255 199 100 1056 153 903
internal_count=4073804 95846 13262 13138 8280 82584 1584 994 590 877 276 248 78 170 116 54 8250 5222 122 75 3028 5100 1944 689 1255 199 100 1056 153 903
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=31
num_cat=0
split_feature=3 0 4 1 1 1 4 0 6 6 3 3 1 4 5 6 4 4 6 6 6 6 1 6 6 3 6 6 5 6
split_gain=2.63573e+11 3.10967e+12 7.81031e+12 9.76168e+12 3.14505e+13 4.07791e+13 6.66042e+13 1.47539e+14 2.32753e+13 6.94809e+13 6.72493e+13 8.52892e+13 1.75867e+13 3.57383e+13 2.57427e+13 3.7512e+13 6.35708e+13 3.67509e+13 4.86982e+13 2.41064e+13 2.03385e+13 1.97575e+13 2.29977e+13 4.40452e+13 2.25219e+13 1.75058e+13 3.53864e+13 2.60383e+13 1.74379e+13 1.68041e+13
threshold=4.5000000000000009 45.036141150000006 15.500000000000002 39.703507450000011 38.965413050000002 38.977585500000011 13.500000000000002 45.022979600000006 91.02500000000002 69.605000000000004 5.5000000000000009 7.5000000000000009 39.723160900000003 5.5000000000000009 4.5000000000000009 104.01000000000001 13.500000000000002 11.500000000000002 96.050000000000011 90.045000000000016 88.825000000000003 36.405000000000008 39.718675700000013 70.50500000000001 80.720000000000013 6.5000000000000009 125.02000000000002 114.05000000000001 2.5000000000000004 130.05000000000004
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 6 8 -8 9 -6 28 -12 13 -5 15 17 25 18 19 20 21 -15 -23 -24 -25 26 -17 -27 -11 -10
right_child=1 -3 -4 12 5 -7 7 -9 29 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=26.935158294844701 154.91062539129447 -56.49518864599478 -493.76106957053781 18405.437434393931 3284.1951388612088 4852.2042719316969 -37339.417685806751 250741.48828125 -45421.417475460737 -48389.215336681547 304906.56056134257 36201.277748325891 507.34554246892105 2506.9332338046188 98192.287425595248 -143422.05644531251 -195617.55189732145 4806.0754678754665 78342.133951822922 -128028.73757102274 68734.324479166666 -14344.107396900283 -31775.929904126366 -145608.29721469223 -37676.648127693967 67547.180517578134 26140.421640625002 -42647.395685096155 73110.870804398146 50266.028125000004
leaf_weight=1920388 28513 2006854 57049 454 245 14073 32 40 78 21 27 21 43428 226 21 32 28 1005 48 22 24 479 441 58 29 32 20 65 27 24
leaf_count=1920388 28513 2006854 57049 454 245 14073 32 40 78 21 27 21 43428 226 21 32 28 1005 48 22 24 479 441 58 29 32 20 65 27 24
internal_value=0 -24.0204 420.652 1003.43 2087.09 5863.62 33501.9 122706 19003.8 31540 103651 187348 -2.91478 -7429.05 -12065 -12987.8 -57370.4 -9619.14 -20544 -24255.2 -22438.9 -24213.6 -30210.4 -44604.3 -109631 -31391.1 -78205.7 -6294.55 19954.6 -22906.7
internal_weight=0 2.15342e+06 146562 89513 43101 14588 515 72 443 341 96 48 46412 2984 2530 2509 177 2332 1327 1279 1257 1233 1007 528 87 149 52 97 48 102
internal_count=4073804 2153416 146562 89513 43101 14588 515 72 443 341 96 48 46412 2984 2530 2509 177 2332 1327 1279 1257 1233 1007 528 87 149 52 97 48 102
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=31
num_cat=0
split_feature=3 6 6 1 1 1 1 0 1 0 1 1 1 4 0 1 3 4 3 0 0 4 0 0 2 4 1 2 0 3
split_gain=3.00971e+11 3.80511e+12 9.54281e+12 2.47323e+13 3.50447e+13 2.1058e+13 2.21571e+13 2.64043e+13 1.76148e+13 1.48279e+13 1.47814e+13 1.55551e+13 3.0229e+13 3.18765e+13 3.05826e+13 2.41592e+13 1.48409e+13 1.45803e+13 1.24956e+13 1.03227e+13 9.59367e+12 9.00798e+12 1.01457e+13 1.21218e+13 1.17989e+13 8.96071e+12 1.29921e+13 1.44422e+13 1.06724e+13 1.32901e+13
threshold=8.5000000000000018 105.00500000000001 104.01000000000001 82.93515810000001 82.966990000000024 30.303340300000002 37.401708450000008 59.939085000000013 30.472130500000002 55.834019500000004 82.918694400000007 39.01296365000001 38.958307950000012 19.500000000000004 45.063245050000006 38.91194105000001 9.5000000000000018 16.500000000000004 11.500000000000002 56.802121050000004 56.838524800000009 10.500000000000002 45.029425500000009 42.965693300000005 2911.0000000000005 17.500000000000004 39.178027400000005 2865.5000000000005 55.034466500000008 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 5 -5 -4 7 8 18 17 11 12 14 -14 15 -8 21 -10 -7 25 -21 22 23 -13 -24 26 -18 -28 -29 -30
right_child=1 -3 3 4 -6 6 10 -9 9 -11 -12 16 13 -15 -16 -17 19 -19 -20 20 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-15.797903018921097 65.108530475207303 -1143.6393171526822 -32316.114344040892 136590.87558035713 11430.465596648186 161022.54820963542 1700.0637109375 -20396.356399248234 8473.3234375000011 -32369.879129028322 -81933.032207031254 18146.02328125 -89686.529648919764 10640.223557692309 -10988.151816686603 123993.55353515626 -34859.175343789859 105663.7656723485 64215.067656250001 -56024.419128787878 14962.177881944444 -50553.264006551108 87962.950507812508 -88302.314198369568 -545.28932505122953 37366.043156294392 77417.993449519228 -8692.3447328629027 76878.697523082388 7819.4340846011519
leaf_weight=3045127 1000804 26169 141 35 62 24 30 53 29 24 20 20 81 52 209 35 49 33 30 33 45 48 20 23 61 264 39 124 44 76
leaf_count=3045127 1000804 26169 141 35 62 24 30 53 29 24 20 20 81 52 209 35 49 33 30 33 45 48 20 23 61 264 39 124 44 76
internal_value=0 46.7655 77.8393 7554.95 56591.4 4595.06 8145.18 39718.9 62476.8 34369.2 3358.29 4719.68 -11344.1 -50461 7643.26 67550.4 12447.8 60203.7 107241 19138.6 -15070.6 -13770.9 467.448 -38791.5 21308.6 23615.6 12681.6 20913 11881.5 33141.2
internal_weight=0 1.02868e+06 1.00251e+06 1704 97 1607 1466 193 140 86 1273 1253 407 133 274 65 846 62 54 674 78 172 124 43 81 596 332 283 244 120
internal_count=4073804 1028677 1002508 1704 97 1607 1466 193 140 86 1273 1253 407 133 274 65 846 62 54 674 78 172 124 43 81 596 332 283 244 120
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=31
num_cat=0
split_feature=3 7 2 6 6 0 0 0 6 2 0 1 6 6 6 0 0 6 5 1 1 0 1 6 3 6 3 6 0 0
split_gain=2.73402e+11 1.9838e+12 6.88012e+12 7.9932e+12 4.38106e+12 6.38095e+12 1.14021e+13 6.73634e+12 7.64511e+12 6.08409e+12 6.06063e+12 5.56881e+12 4.91353e+12 8.08709e+12 4.43347e+12 9.98295e+12 1.4154e+13 1.71957e+13 9.78972e+12 7.98341e+12 2.00002e+13 8.14105e+12 7.23726e+12 6.9468e+12 1.49073e+13 1.12751e+13 1.28858e+13 7.25486e+12 8.25681e+12 3.80912e+13
threshold=23.500000000000004 6.0000000000000009 2828.5000000000005 134.05000000000004 93.050000000000011 45.015054600000006 45.085557650000005 56.850115550000005 149.05000000000004 2632.5000000000005 55.579943700000008 60.590708550000009 100.05000000000001 108.05000000000001 70.50500000000001 55.753967500000009 55.696737300000009 72.50500000000001 2.5000000000000004 37.71815560000001 37.682335600000009 55.710673100000008 37.517483500000004 62.995000000000012 29.500000000000004 63.140000000000008 25.500000000000004 62.375000000000007 55.801384500000005 55.775215600000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 8 -8 10 -3 12 -9 -14 23 16 18 -18 -16 20 22 -21 -19 27 25 26 -25 28 29 -12
right_child=1 4 -4 -5 5 6 7 11 -10 -11 14 -13 13 -15 15 -17 17 19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.1736737527024306 -2872.1899517218149 -3706.4819701023807 2817.7674301630723 -46676.765773809529 -49442.939140625007 48591.440800094606 4117.4182427909936 -11949.089135742188 -41030.950661057694 -1627.2328605467928 3620.026664584419 68478.798707031252 82495.327485795468 10757.420666725853 33256.645874649439 6914.4978209867013 -80636.618093750003 -10121.930065211778 -5810.9368902570986 -10953.025845497534 72946.736983816969 -76851.920470861485 -73717.793684895834 4502.4352457682289 -9420.7522862361038 14822.704352546962 100205.16387867648 -19676.306833874343 -1149.5759015874105 45141.054813743656
leaf_weight=4045324 5092 1601 2968 42 20 64 979 40 39 8068 3961 25 22 55 78 629 50 121 361 38 28 37 21 24 260 742 34 142 2705 234
leaf_count=4045324 5092 1601 2968 42 20 64 979 40 39 8068 3961 25 22 55 78 629 50 121 361 38 28 37 21 24 260 742 34 142 2705 234
internal_value=0 308.75 -1014.87 -3230.54 835.003 6585.45 7500.95 5233.89 2387.77 461.137 1983.73 25637.8 16483.7 31254 2946.22 -2330.44 -10252.9 -27192.8 1130.46 -16285.9 -4295.99 -43463.1 -19527 3833.91 11381.2 18141.9 60604 2697.85 3158.31 5936.1
internal_weight=0 28480 8102 5134 20378 1244 1224 1160 1018 19134 11066 142 117 77 9465 1363 734 295 439 245 170 75 142 8102 1060 800 58 7042 6900 4195
internal_count=4073804 28480 8102 5134 20378 1244 1224 1160 1018 19134 11066 142 117 77 9465 1363 734 295 439 245 170 75 142 8102 1060 800 58 7042 6900 4195
is_linear=0
shrinkage=0.1


Tree=4756
num_leaves=31
num_cat=0
split_feature=3 1 4 1 0 0 3 6 5 1 3 6 6 7 0 4 1 6 6 5 1 6 6 3 7 6 6 1 1 1
split_gain=2.86791e+11 8.43012e+11 2.45077e+12 1.06313e+13 1.34764e+12 2.0528e+12 3.35917e+12 1.38574e+12 2.40417e+12 2.69691e+12 1.44402e+12 2.19909e+12 3.67159e+12 2.77699e+12 4.04897e+12 1.44201e+12 2.2424e+12 1.20172e+12 7.68582e+12 2.12654e+12 5.47838e+12 6.39293e+12 2.5768e+12 2.43747e+12 2.27312e+12 3.54614e+12 4.54263e+12 2.51764e+12 1.90601e+12 5.2354e+12
threshold=31.500000000000004 37.755233900000007 38.500000000000007 37.563506350000004 55.710673100000008 55.806294650000005 32.500000000000007 79.015000000000015 2.5000000000000004 60.605526900000008 36.500000000000007 39.355000000000011 37.310000000000009 6.0000000000000009 56.760749800000006 32.500000000000007 60.636764050000004 42.875000000000007 43.905000000000008 1.5000000000000002 37.503969450000007 50.995000000000012 52.330000000000005 34.500000000000007 6.0000000000000009 71.715000000000018 87.395000000000024 37.618684050000006 37.631035900000008 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 10 -9 -10 11 12 -7 -13 -15 16 -16 28 -19 20 -20 -22 -21 24 25 27 -27 -24 29 -2
right_child=1 4 3 -5 5 7 -8 8 9 -11 -12 13 -14 14 15 -17 -18 18 19 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.53828092479887557 4629.3750848437112 -4239.4234473358811 7448.5110287873649 -79882.994335937503 48014.736226806643 19240.912854003906 5526.3053511639037 -28620.525354003908 -21322.837905092594 18037.602997448979 27739.46891784668 -10423.795483398439 -36453.43380253233 56826.330411044037 34469.250713015826 -2710.9596860351562 -6062.0176339285717 -46306.405392795139 -20688.998148148152 -22240.356775841348 66593.574548760778 -1694.6078425480771 -13406.749628481659 25832.426419974665 2254.5513431735521 38536.94315476191 -22989.680161721368 -61919.112243652344 -9327.7650976562491 49597.579511718752
leaf_weight=4072128 189 139 46 20 30 20 49 32 27 49 32 48 29 22 39 50 21 36 27 52 29 26 23 37 445 21 28 20 60 30
leaf_count=4072128 189 139 46 20 30 20 49 32 27 49 32 48 29 22 39 50 21 36 27 52 29 26 23 37 445 21 28 20 60 30
internal_value=0 1307.85 -338.743 -19015.6 4362.59 7031.52 21661.2 3899.43 -5627.14 4054.29 7841.45 5060.94 -13721 10173.8 17663.9 9831.37 20283.3 866.215 -1232.63 1059.26 16201.8 34311.9 -924.275 1006.8 -703.72 -15012.7 3378.87 -35970.6 6463.13 10789.4
internal_weight=0 1676 1089 66 587 448 79 369 108 76 261 229 49 180 132 110 60 1023 744 708 82 55 626 574 537 92 49 43 279 219
internal_count=4073804 1676 1089 66 587 448 79 369 108 76 261 229 49 180 132 110 60 1023 744 708 82 55 626 574 537 92 49 43 279 219
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=31
num_cat=0
split_feature=2 7 1 6 3 6 1 0 4 1 1 6 5 0 1 4 0 0 6 0 1 5 6 6 3 4 0 1 4 0
split_gain=2.72994e+11 2.38387e+12 1.06377e+13 1.2812e+13 9.28475e+12 1.27899e+13 1.64115e+13 1.43158e+13 1.43949e+13 3.6531e+13 4.05926e+13 2.18124e+13 3.94789e+13 5.02852e+13 3.71918e+13 1.71866e+13 3.45319e+13 1.65491e+13 4.35549e+13 1.60356e+13 1.29606e+13 1.2659e+13 3.09139e+13 1.89915e+13 1.17275e+13 2.74266e+13 2.97732e+13 3.66972e+13 2.37431e+13 1.88563e+13
threshold=3338.0000000000005 6.0000000000000009 55.957851400000003 128.05000000000004 1.5000000000000002 51.405000000000008 38.109452700000006 59.882709350000006 9.5000000000000018 30.389265100000003 30.330566300000005 61.805000000000007 2.5000000000000004 59.939085000000013 30.242318500000007 10.500000000000002 59.982409200000006 59.933037250000005 69.605000000000004 59.982409200000006 30.345769800000003 1.5000000000000002 68.515000000000015 75.010000000000005 8.5000000000000018 10.500000000000002 59.982409200000006 30.226173900000003 9.5000000000000018 43.472751400000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 9 10 11 -9 14 -14 -13 16 -10 18 -17 -19 -7 -16 -23 -24 -6 26 27 -26 -28 -29
right_child=-2 2 3 -5 24 7 -8 8 15 -11 -12 12 13 -15 21 17 -18 19 -20 -21 -22 22 23 -25 25 -27 28 29 -30 -31
leaf_value=37.048140072882603 31.096750161470858 -4357.9384747288541 -3896.3011926302315 58531.208001893945 -653.6538827725326 -17730.932786769084 2829.390193691615 -21261.286686731561 -89158.565629245932 117483.96878551136 -110953.75910866477 -26166.533434606481 -135828.68410326086 53462.721137152781 174963.05467819941 16489.896686921296 65601.646493675595 -15881.038033592096 151564.74129849137 17159.863502922159 3649.3078636023479 -10393.793223505436 205509.25777343751 85653.707451923081 50096.476853261833 73.052822007603368 -18108.313677552691 -64436.748395996103 67293.827736196952 4400.832313868249
leaf_weight=1786939 1667517 5727 8681 33 302355 292 7135 61 46 44 22 27 23 36 21 135 21 236 29 389 9775 23 20 39 177 276101 43 40 134 7683
leaf_count=1786939 1667517 5727 8681 33 302355 292 7135 61 46 44 22 27 23 36 21 135 21 236 29 389 9775 23 20 39 177 276101 43 40 134 7683
internal_value=0 -21.5495 -190.615 -3659.89 -141.107 1782.53 -370.877 4246.91 14706.9 32947.2 19272.2 30732 47513 -20328.8 78302.7 7973.27 -40651.6 12102.4 40375.1 4683.62 3029.16 105688 87946.6 126283 -220.151 241.081 5984.89 5076.1 46546.4 4044.3
internal_weight=0 2.40629e+06 619348 8714 610634 24101 12862 11239 1172 316 272 250 189 59 130 856 67 789 164 625 10067 103 82 59 586533 284178 8077 7900 177 7723
internal_count=4073804 2406287 619348 8714 610634 24101 12862 11239 1172 316 272 250 189 59 130 856 67 789 164 625 10067 103 82 59 586533 284178 8077 7900 177 7723
is_linear=0
shrinkage=0.1


Tree=4758
num_leaves=31
num_cat=0
split_feature=3 4 5 6 6 1 6 0 3 1 1 4 1 0 4 6 5 1 1 3 2 4 2 5 4 4 1 6 1 0
split_gain=3.09041e+11 3.33765e+12 6.89408e+12 7.76595e+12 2.81695e+13 2.45247e+13 2.84275e+13 1.76634e+13 3.35982e+13 1.46712e+13 2.09166e+13 1.86335e+13 1.30547e+13 1.1128e+13 1.55795e+13 1.13061e+13 1.30018e+13 9.53061e+12 9.43627e+12 9.55966e+12 1.90576e+13 2.696e+13 1.76683e+13 1.87613e+13 1.34007e+13 1.22068e+13 2.92487e+13 9.59796e+12 9.1507e+12 8.90023e+12
threshold=9.5000000000000018 12.500000000000002 5.5000000000000009 134.05000000000004 156.15000000000003 65.493200550000012 149.05000000000004 43.051287600000009 11.500000000000002 39.703507450000011 38.893394150000006 11.500000000000002 39.008519500000006 56.818587550000011 11.500000000000002 142.05000000000004 3.5000000000000004 30.323041000000003 83.689608100000015 10.500000000000002 3062.5000000000005 10.500000000000002 2892.5000000000005 4.5000000000000009 11.500000000000002 10.500000000000002 61.335446300000008 189.00000000000003 41.912736000000002 54.431501800000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 10 11 17 -12 15 -15 -11 -17 -5 19 20 21 29 23 -21 -24 -22 -27 -28 -10 -9
right_child=1 -3 -4 4 7 6 -8 8 28 13 12 -13 -14 14 -16 16 -18 -19 -20 22 25 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=13.687873009230501 -628.12816194377547 25.504048811627548 -48497.782812500001 7300.4706845238097 69401.172355769231 34349.6388912845 146490.05775146486 62418.324627976195 -149699.83476562501 12574.152164909639 152053.66968749999 57451.231260279601 49063.551963806152 101576.42194602273 -17432.838707386367 24949.702701822916 -60662.377458639712 -89155.172031250011 -68757.505539772726 131787.34082880436 -27032.669103422624 -87143.147589518238 -79379.434051223041 11742.163958333334 34995.440781250007 131077.36432291669 -43617.53402777778 45362.861931818188 -55186.228125000001 -25110.931963641829
leaf_weight=3266945 109387 696578 30 21 26 77 32 21 20 83 20 38 32 22 22 24 68 20 22 23 42 60 21 30 20 24 27 22 21 26
leaf_count=3266945 109387 696578 30 21 26 77 32 21 20 83 20 38 32 22 22 24 68 20 22 23 42 60 21 30 20 24 27 22 21 26
internal_value=0 -55.4217 -566.581 -553.538 8889.94 25851 67271.6 -10332.6 -15802.5 12951.5 39423.4 7004.47 88675.1 -2883.27 42071.8 -14186.3 -38328.8 -39751.1 -5432.68 -1023.99 -12341.9 -42716.7 25705.5 63837.2 -23586.8 15919.9 40632.4 -3667.15 -101290 13997.9
internal_weight=0 806859 110281 110251 864 459 109 405 379 350 131 79 52 219 44 175 92 41 338 316 222 107 94 53 41 115 73 49 41 47
internal_count=4073804 806859 110281 110251 864 459 109 405 379 350 131 79 52 219 44 175 92 41 338 316 222 107 94 53 41 115 73 49 41 47
is_linear=0
shrinkage=0.1


Tree=4759
num_leaves=31
num_cat=0
split_feature=4 3 6 1 0 1 0 1 0 6 0 0 0 1 7 1 5 6 1 1 2 1 0 1 0 0 6 6 1 6
split_gain=3.32533e+11 1.57879e+12 6.72654e+12 8.67263e+12 1.72215e+13 1.50209e+13 1.1848e+13 1.32967e+13 1.17126e+13 1.33637e+13 9.4024e+12 1.35647e+13 1.23547e+13 2.14286e+13 8.70829e+12 7.41222e+12 9.64927e+12 6.48747e+12 5.42619e+12 9.78844e+12 1.5485e+13 1.24496e+13 6.21876e+12 4.42462e+12 4.28194e+12 1.75461e+13 1.11444e+13 1.70636e+13 1.2148e+13 1.15685e+13
threshold=9.5000000000000018 8.5000000000000018 110.01500000000001 40.024897700000004 57.15297970000001 38.948208550000011 55.568628050000008 37.475446350000006 57.14107305000001 130.05000000000004 56.309668500000008 55.029726000000004 55.633951400000008 49.111590500000005 6.0000000000000009 30.509101000000005 3.5000000000000004 120.05000000000001 86.169282750000022 82.911604200000014 9613.5000000000018 49.300375350000003 44.046956350000009 65.559704250000024 56.782540950000005 56.262014700000009 94.02500000000002 108.05000000000001 30.315889700000003 84.810000000000016
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 24 5 8 6 7 -4 10 -10 11 18 -13 -14 -12 -8 -17 -7 19 20 21 22 -5 -6 25 -3 29 28 -28 -26
right_child=-2 2 3 4 23 17 15 -9 9 -11 14 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-13.823586962944081 26.611888105689232 -555.6235776800529 18390.402040501645 -11861.937949916295 -18085.331437174478 39787.416779891304 -2977.151019965278 -73391.210425708909 113054.21704545454 1528.0011160714287 -36227.35265715843 86915.749701891444 96487.979619565231 -20141.728734375003 30824.178312500004 18410.904296875 109052.28663383152 114895.86956521739 38996.299568058894 -49251.533695652179 67122.96715820313 34362.080544354838 -79124.352372685185 -75277.021975806449 950.60050958969896 -7925.7484256006792 98453.007725585951 -59533.731818181826 23559.368179735728 -17633.278704745011
leaf_weight=1830206 2181312 43242 38 28 24 23 27 27 22 21 86 38 23 50 25 24 23 23 26 46 30 31 27 31 14308 3491 25 22 162 343
leaf_count=1830206 2181312 43242 38 28 24 23 27 27 22 21 86 38 23 50 25 24 23 23 26 46 30 31 27 31 14308 3491 25 22 162 343
internal_value=0 -30.6732 -525.782 9271.37 2520.45 27809 11416.9 -19734.3 8936.03 58587.9 3728.64 12955.5 40675.1 16604.6 -21125.7 38779.5 62767.3 77341.6 -3410.88 -10217 5262.26 -16317.1 -44881.7 -50320.6 -636.012 -1106.18 842.61 23771.3 33571.9 515.526
internal_weight=0 1.89249e+06 62286 693 508 185 139 65 453 43 410 299 111 73 111 74 47 46 188 162 116 86 55 55 61593 46733 14860 209 187 14651
internal_count=4073804 1892492 62286 693 508 185 139 65 453 43 410 299 111 73 111 74 47 46 188 162 116 86 55 55 61593 46733 14860 209 187 14651
is_linear=0
shrinkage=0.1


Tree=4760
num_leaves=31
num_cat=0
split_feature=3 3 7 0 0 2 6 0 4 4 4 0 4 1 6 1 6 4 6 6 6 6 5 1 6 2 0 1 0 6
split_gain=2.77647e+11 3.0025e+12 1.02673e+13 1.40896e+13 2.2925e+13 2.19244e+13 1.95258e+13 1.76078e+13 2.93053e+13 2.29014e+13 2.05199e+13 2.58571e+13 2.3648e+13 1.86253e+13 1.57468e+13 1.741e+13 1.66378e+13 1.53828e+13 2.12259e+13 2.0076e+13 1.40886e+13 2.05857e+13 1.68266e+13 2.61986e+13 1.33e+13 2.12699e+13 1.32731e+13 3.43108e+13 1.32661e+13 1.30782e+13
threshold=9.5000000000000018 8.5000000000000018 6.0000000000000009 55.595177750000005 55.759969450000007 75.000000000000014 92.02500000000002 55.743464250000009 28.500000000000004 31.500000000000004 12.500000000000002 55.685785750000008 11.500000000000002 37.425454150000007 75.605000000000004 37.682335600000009 38.605000000000011 18.500000000000004 63.140000000000008 60.305000000000007 83.820000000000007 70.00500000000001 2.5000000000000004 37.503969450000007 106.49500000000002 6877.0000000000009 55.622114900000007 37.401708450000008 55.676890650000011 118.04500000000002
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 -1 29 24 5 6 7 10 14 -10 11 -5 -13 26 16 -16 -9 18 19 -18 21 -15 23 -23 -4 -26 27 -12 -22 -3
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 13 12 -14 20 15 -17 17 -19 -20 -21 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-12.900168408068637 -52.531308412629691 27.999305392956156 2365.2331318125703 -2013.74453420707 1060.5371522919465 2027.1846696659923 31195.960510023586 -8208.8766210937501 104269.85851293104 -34826.380312499998 -71410.21839192709 28192.27671142578 143247.57378566577 -4934.4160497565608 58166.042810388521 -54168.4215909091 -59993.812793633078 -26820.605743732856 -115389.47421559981 44532.420461309528 105712.35870535714 -9991.774404296877 -23625.120347377233 -164960.62916666668 35508.361221262101 -8681.9638998342107 -35709.27068035266 59964.72869140625 -6690.3649507068449 -7389.8173133423616
leaf_weight=3045127 806859 150343 40619 421 22501 2048 106 140 29 20 33 80 23 1357 37 22 147 188 62 21 21 20 140 24 297 172 461 50 21 2415
leaf_count=3045127 806859 150343 40619 421 22501 2048 106 140 29 20 33 80 23 1357 37 22 147 188 62 21 21 20 140 24 297 172 461 50 21 2415
internal_value=0 12.974 368.176 1380.03 -351.107 -6156.89 -11053.5 -12403.6 -26939.7 47495.9 -8751.77 8973.84 53884.2 -13118.6 -32851.1 16278.6 -38045.8 -48039.1 -65382.9 -46928 -7632.94 -9190.4 -40578.3 -94520.2 2558.56 19302.1 -29081.4 7731.32 49511 -89.2713
internal_weight=0 3.26694e+06 221818 69060 27972 5471 3423 3317 666 49 2651 524 103 2127 617 59 558 418 230 168 1583 1541 184 44 41088 469 544 83 42 152758
internal_count=4073804 3266945 221818 69060 27972 5471 3423 3317 666 49 2651 524 103 2127 617 59 558 418 230 168 1583 1541 184 44 41088 469 544 83 42 152758
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 6 0 5 3 4 5 6 3 4 3 3 3 6 6 0 5 6 0 3 0 4 4 6 6 6
split_gain=3.20224e+11 5.83819e+12 1.05164e+13 1.07823e+13 1.33348e+13 2.32183e+13 4.54196e+13 3.99369e+13 2.18409e+13 4.18642e+13 1.67796e+13 3.62237e+13 1.62658e+13 2.32708e+13 1.72231e+13 1.48241e+13 1.4347e+13 1.49256e+13 2.03695e+13 3.09323e+13 3.05906e+13 2.7334e+13 2.15417e+13 1.57112e+13 2.69514e+13 2.34264e+13 1.18911e+13 1.11526e+13 2.62954e+13 1.61439e+13
threshold=38.166910000000009 38.247071200000008 56.520242650000007 6.5000000000000009 55.710673100000008 45.605000000000011 56.288960650000007 1.5000000000000002 20.500000000000004 22.500000000000004 3.5000000000000004 86.920000000000016 8.5000000000000018 9.5000000000000018 14.500000000000002 13.500000000000002 14.500000000000002 71.715000000000018 60.910000000000004 56.288960650000007 2.5000000000000004 64.805000000000021 55.922096200000006 10.500000000000002 56.385857200000011 11.500000000000002 21.500000000000004 101.02000000000002 94.02500000000002 86.030000000000015
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 27 26 6 -6 12 9 10 11 16 13 -8 -14 -11 17 18 20 -20 22 -21 -7 24 25 -24 -5 28 29 -2
right_child=1 -3 -4 4 5 8 7 -9 -10 15 -12 -13 14 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.864323568422179 262.86040577768762 -7.3604835458882549 -43370.826008580945 -6105.2641472557407 -23173.952977468158 -23521.933808324247 -763.80168750000007 136758.3857536765 76269.494609375004 -69549.372014508932 -106540.27004076086 87598.907447916674 -26243.223345588238 137092.94459635418 55495.084480574325 -179242.49950284092 20282.660597278227 -67866.83949591819 -32085.281525440707 155468.32976190475 75235.057315340906 12626.62977195946 -218223.21302083335 -15712.652199074073 -22219.439467592594 -85672.11645833333 6782.4631857744725 -39255.209076605905 67974.392654365409 -38594.200596788192
leaf_weight=1181580 10713 2876335 61 2702 303 154 25 34 20 28 23 30 85 24 37 22 62 89 78 21 22 37 24 27 27 30 974 72 57 108
leaf_count=1181580 10713 2876335 61 2702 303 154 25 34 20 28 23 30 85 24 37 22 62 89 78 21 22 37 24 27 27 30 974 72 57 108
internal_value=0 -17.9202 -1929.51 -1769.8 -5680.28 -14823.7 1420.98 37773.5 -26714.6 -29770.5 -22715.7 -19507.8 18092.3 66757.9 -1453.74 -117814 -25135.1 -30667.3 -22784.6 9039.47 -38024.3 64345.2 -47534.6 -81774.9 -103796 -144584 -2690.51 -27.7612 231.88 -124.956
internal_weight=0 2.89222e+06 15889 15828 4878 1202 508 205 694 674 624 601 171 49 122 50 571 509 420 136 284 58 262 108 81 54 3676 10950 10878 10821
internal_count=4073804 2892224 15889 15828 4878 1202 508 205 694 674 624 601 171 49 122 50 571 509 420 136 284 58 262 108 81 54 3676 10950 10878 10821
is_linear=0
shrinkage=0.1


Tree=4762
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 6 7 0 0 4 6 0 1 1 7 6 1 0 0 2 0 6 1 0 6 1 0 6 6 5
split_gain=3.08441e+11 2.332e+12 1.30652e+13 5.78097e+13 3.73756e+13 3.38761e+13 2.57803e+13 4.94755e+13 4.68834e+13 7.19569e+13 2.70924e+13 2.45034e+13 4.40021e+13 5.98537e+13 4.54858e+13 2.08691e+13 1.67935e+13 3.59778e+13 2.54925e+13 2.58199e+13 3.16431e+13 2.26256e+13 2.00036e+13 1.81116e+13 1.63763e+13 2.19134e+13 2.69779e+13 1.99769e+13 1.70903e+13 1.63403e+13
threshold=451.00000000000006 37.343102500000008 55.554045200000012 37.318079750000003 3.5000000000000004 73.00500000000001 6.0000000000000009 55.539595350000006 55.520061350000013 4.5000000000000009 92.02500000000002 55.568628050000008 37.290808600000013 37.234509300000006 6.0000000000000009 65.805000000000021 36.865631950000008 55.520061350000013 55.348830750000012 75.000000000000014 55.520061350000013 73.995000000000019 37.234509300000006 55.418618900000006 40.610000000000007 37.131181300000009 55.539595350000006 72.020000000000024 138.05000000000004 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 2 3 6 -5 -6 16 8 10 -10 -8 12 13 14 -4 -15 17 -1 22 23 21 -21 -18 -20 -25 -26 28 -28 -27 -9
right_child=-2 -3 11 4 5 -7 7 29 9 -11 -12 -13 -14 15 -16 -17 18 -19 19 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-17.607693110493305 -12.287583920411855 133.33602921532437 -13431.998492588449 3153.8041688576723 -46048.452966424855 -163145.62572544644 17222.14503198997 27733.04365519503 85621.353906250006 -44720.891472881885 135100.5412890625 -634.50638872274203 -39013.730545457271 36396.346609987071 -101112.37268722308 -13453.923351717864 140.41049308409353 -41760.825666639546 47901.080682022272 40404.011203868358 12713.868336038346 145092.83764426492 -33180.860511240833 -12297.339659387329 -20552.106629132795 23846.121958025877 -9147.2560120488561 -111554.44701704546 -65479.473224431829 74854.36404653106
leaf_weight=4681 3396489 589282 506 156 210 28 776 137 50 277 20 75164 467 355 67 110 1038 216 87 335 1133 22 218 602 222 811 142 22 22 159
leaf_count=4681 3396489 589282 506 156 210 28 776 137 50 277 20 75164 467 355 67 110 1038 216 87 335 1133 22 218 602 222 811 142 22 22 159
internal_value=0 61.6178 -418.455 2745.86 -34889 -59824.6 4097.56 16674.5 7087.96 -24790.9 20183.9 -887.475 -13521.4 -2052.36 -23684.3 24603.8 2229 -1858.84 6530.27 11029.9 20894.1 46855.4 -5643.06 3326.72 1197.13 7861.35 14188.1 -22884.8 21487 53044.8
internal_weight=0 677315 88033 11364 394 238 10970 1419 1123 327 796 76669 1505 1038 573 465 9551 4897 4654 3398 1490 357 1256 1908 1821 1219 997 164 833 296
internal_count=4073804 677315 88033 11364 394 238 10970 1419 1123 327 796 76669 1505 1038 573 465 9551 4897 4654 3398 1490 357 1256 1908 1821 1219 997 164 833 296
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=31
num_cat=0
split_feature=1 6 4 4 0 5 3 6 6 3 2 0 3 2 3 3 3 3 6 6 3 3 6 6 6 6 2 2 3 0
split_gain=2.70955e+11 1.24958e+12 4.67901e+12 6.59034e+12 7.18168e+12 9.05244e+12 1.21413e+13 6.74815e+12 5.90584e+12 5.45966e+12 5.30299e+12 1.21907e+13 5.21502e+12 1.40939e+13 5.01129e+12 6.35579e+12 5.9805e+12 4.59213e+12 6.19415e+12 4.90426e+12 4.4804e+12 3.8767e+12 3.8578e+12 3.8823e+12 8.47528e+12 1.71568e+13 5.47798e+12 4.79723e+12 9.5832e+12 4.70866e+12
threshold=113.48479755000001 62.010000000000012 8.5000000000000018 9.5000000000000018 55.145978450000008 3.5000000000000004 3.5000000000000004 73.995000000000019 66.010000000000005 4.5000000000000009 9907.0000000000018 51.307150200000002 5.5000000000000009 4829.0000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 2.5000000000000004 72.020000000000024 64.015000000000015 2.5000000000000004 3.5000000000000004 62.995000000000012 66.010000000000005 70.50500000000001 71.030000000000015 7912.5000000000009 7912.5000000000009 4.5000000000000009 52.02416370000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 20 12 -12 -8 -14 15 -9 21 19 -19 -4 -7 -16 -5 27 26 -26 -25 -24 -29 -30
right_child=1 2 3 22 7 9 10 14 -10 -11 11 -13 13 -15 16 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-2.0750742384816703 -142.49396109192972 -1147.5890243201623 -31953.670453125 41290.840278764204 -4056.016052447309 -16210.160484095984 73807.715017625756 -7616.8655395507812 18455.669441731774 -20526.000316429141 -36431.470125804233 25743.599561136183 -9805.1949314024387 77992.312332800662 -458.20799715909089 39704.649758731626 -371.92869582193424 10138.509635416667 -42447.097021484376 15482.48964499081 35191.175436046513 -31638.530137392245 -30308.723243779725 43690.889084772483 -75910.688331653233 -693.45235373996093 9574.3560594798892 -36415.334050813275 44602.445544433598 1391.996933675814
leaf_weight=4047600 18077 3900 25 22 182 28 41 64 324 112 34 435 41 33 55 51 277 42 48 170 43 145 92 57 31 1393 270 61 32 119
leaf_count=4047600 18077 3900 25 22 182 28 41 64 324 112 34 435 41 33 55 51 277 42 48 170 43 145 92 57 31 1393 270 61 32 119
internal_value=0 320.526 1350.43 3655.2 7536.14 13440.7 17697.6 1878.95 10358.6 -6773.64 25954.9 21236.2 45198.7 29347.7 -5368.84 13369.2 -9886.4 777.327 -17907.1 9400.93 14920.2 -23063.9 -362.141 -808.061 1003 -2330.91 15521.3 -11239.5 -2964.2 10549.2
internal_weight=0 26204 8127 4227 2150 1052 869 1098 506 183 584 469 115 74 592 115 477 285 90 195 71 200 2077 2055 1751 1424 327 304 212 151
internal_count=4073804 26204 8127 4227 2150 1052 869 1098 506 183 584 469 115 74 592 115 477 285 90 195 71 200 2077 2055 1751 1424 327 304 212 151
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 4 1 6 4 1 1 7 6 4 1 6 4 6 4 6 4 4 3 6 6 1 3 6 6
split_gain=2.72533e+11 1.40269e+13 5.98324e+13 1.01266e+14 5.51285e+13 6.73125e+13 5.96256e+13 5.09778e+13 2.94459e+13 3.42497e+13 2.89271e+13 2.70969e+13 1.34231e+14 4.27474e+13 3.33945e+13 2.42399e+13 2.3439e+13 3.80804e+13 2.2061e+13 6.34528e+13 3.75681e+13 2.37982e+13 2.16376e+13 2.88801e+13 2.7389e+13 7.71543e+13 5.44221e+13 2.26778e+13 2.13397e+13 2.51175e+13
threshold=55.660117850000006 55.667390500000003 37.442254400000003 37.503969450000007 37.290808600000013 37.005000000000003 26.500000000000004 37.873748150000004 92.02500000000002 11.500000000000002 37.768783500000005 37.343102500000008 6.0000000000000009 53.995000000000012 11.500000000000002 37.897576350000001 69.015000000000015 23.500000000000004 85.020000000000024 15.500000000000002 81.705000000000013 23.500000000000004 20.500000000000004 9.5000000000000018 72.50500000000001 60.910000000000004 37.488790500000007 7.5000000000000009 57.005000000000003 55.805000000000007
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 22 6 -6 -2 8 18 -10 -11 -7 13 -13 -15 -9 17 -16 20 -20 -5 -22 24 -24 25 26 -4 -26 29 -14
right_child=1 -3 3 7 5 11 -8 15 9 10 -12 12 28 14 16 -17 -18 -19 19 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-22.424464332148542 20517.99142501532 3.5380157629085502 111918.33907683488 10498.421358221844 21024.014934958876 -44782.330522415934 -109460.70004222973 -68884.918851114911 68859.396780303025 35300.375 -59544.821916682544 -2496.0607502360922 -20156.703592611142 -19370.370312499999 255403.77997159094 -4718.6501568321219 65369.717385112381 89267.387605574331 208892.39055059524 22396.830974156226 -18866.989846479522 -114548.73567288306 -33497.703456224721 70521.10186887256 85665.899738693246 241690.41028878349 6848.0790852864584 -21329.175150240386 -39098.873447534788 58580.718618277613
leaf_weight=2325673 765 1733196 109 7277 426 434 37 60 33 40 164 91 701 26 22 3135 69 37 21 139 161 31 56 51 32 28 90 52 805 43
leaf_count=2325673 765 1733196 109 7277 426 434 37 60 33 40 164 91 701 26 22 3135 69 37 21 139 161 31 56 51 32 28 90 52 805 43
internal_value=0 29.833 3081.35 6554.31 -8454 -15396.9 14521.5 4728.44 9055.09 -25658.1 -40947.7 -22360.6 -16936.4 51842.9 83952.3 -5923.65 104940 151217 10133.5 46874.4 9346.42 -34315.6 54870 16081.4 68215.3 86267.7 64399.1 19430.9 -27815 -15606
internal_weight=0 1.74813e+06 14935 11479 3456 2654 802 11061 7866 237 204 2228 1794 245 154 3195 128 59 7629 160 7469 192 418 107 311 227 199 84 1549 744
internal_count=4073804 1748131 14935 11479 3456 2654 802 11061 7866 237 204 2228 1794 245 154 3195 128 59 7629 160 7469 192 418 107 311 227 199 84 1549 744
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=31
num_cat=0
split_feature=2 5 6 0 3 0 3 6 6 0 1 0 1 1 6 6 1 6 1 6 6 6 4 6 4 6 3 3 4 7
split_gain=3.79656e+11 4.25702e+12 1.44768e+13 1.76825e+13 2.237e+13 1.84154e+13 1.68169e+13 1.73578e+13 1.59845e+13 1.81207e+13 5.42098e+13 4.3324e+13 4.68329e+13 4.20967e+13 4.19951e+13 6.59602e+13 4.13762e+13 4.03986e+13 5.45942e+13 1.41012e+14 5.75383e+13 4.92653e+13 3.9191e+13 4.03855e+13 3.57574e+13 4.04764e+13 3.20998e+13 3.05278e+13 2.99458e+13 2.94582e+13
threshold=36.000000000000007 2.5000000000000004 48.945000000000007 55.753967500000009 4.5000000000000009 55.812023600000011 1.5000000000000002 38.995000000000012 75.010000000000005 55.858844800000007 37.631035900000008 55.81943720000001 37.649344350000007 37.618684050000006 68.515000000000015 65.410000000000011 37.71815560000001 58.305000000000007 37.563506350000004 55.805000000000007 56.205000000000005 73.41500000000002 13.500000000000002 65.805000000000021 18.500000000000004 74.015000000000015 7.5000000000000009 7.5000000000000009 25.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 11 29 -4 13 17 15 16 -14 18 -13 -20 -21 26 23 -12 -23 -26 -19 -17 -24 -11
right_child=-2 2 8 4 -6 -7 7 -9 -10 10 22 12 14 -15 -16 27 -18 21 19 20 -22 24 28 -25 25 -27 -28 -29 -30 -31
leaf_value=96.666112296623638 8.4577729632475496 -60302.725887522975 -2210.9151138613615 176439.96203125 6495.6861002604164 54118.73420715332 -30669.55062065972 46964.39307617188 530.26419339251095 -6654.8481003445168 14757.181888246805 -2401.4642185674652 -67496.556908222279 45143.460530013494 -73518.25193151964 153394.18294632525 -2098.1815115223758 -44271.564195955725 -74895.761376953131 289020.43327287951 72911.211452414776 -6761.9313253243236 51703.404272960324 -68734.435937500006 9279.5727133540786 138634.5267101753 -9015.0641748162307 15067.689272836538 -36673.904166666667 21669.872251301313
leaf_weight=224790 3783399 34 22966 20 48 32 45 80 35310 2872 533 321 204 139 226 27 184 663 32 28 22 299 440 65 59 41 423 39 42 421
leaf_count=224790 3783399 34 22966 20 48 32 45 80 35310 2872 533 321 204 139 226 27 184 663 32 28 22 299 440 65 59 41 423 39 42 421
internal_value=0 -110.188 -818.848 22776.5 55723.9 101165 2054.9 19016.2 -912.354 -2607.72 3342.63 -3621.27 -15586.6 -7968.28 -38295.9 -20762.3 -36482.9 -11878.5 16201.2 89023.8 193932 -19498.8 22784.3 5682.01 10550.6 62315.1 -30539.1 71655.8 44002.5 -3033.62
internal_weight=0 290405 65615 259 100 52 159 125 65356 30046 4373 25673 2707 2027 680 454 388 1888 403 82 50 1485 1080 598 399 100 1086 66 482 3293
internal_count=4073804 290405 65615 259 100 52 159 125 65356 30046 4373 25673 2707 2027 680 454 388 1888 403 82 50 1485 1080 598 399 100 1086 66 482 3293
is_linear=0
shrinkage=0.1


Tree=4766
num_leaves=31
num_cat=0
split_feature=2 6 6 6 0 1 0 5 1 1 6 4 0 5 6 7 1 3 6 6 4 0 0 1 0 1 1 0 3 0
split_gain=3.07521e+11 4.39688e+12 2.42925e+13 2.36194e+13 3.97747e+13 3.29807e+13 3.11201e+13 5.29523e+13 2.40579e+13 2.56208e+13 1.83552e+13 2.1161e+13 3.91968e+13 2.5962e+13 3.81347e+13 6.77065e+13 4.75909e+13 4.27982e+13 3.79122e+13 3.73893e+13 6.9915e+13 5.35377e+13 4.01677e+13 8.26339e+13 7.55745e+13 3.74786e+13 7.50047e+13 3.26321e+13 2.6021e+13 2.36329e+13
threshold=36.000000000000007 51.405000000000008 54.710000000000008 46.010000000000012 55.554045200000012 37.374856000000008 55.539595350000006 1.5000000000000002 37.475446350000006 37.534144550000008 46.805000000000007 16.500000000000004 55.910578700000009 1.5000000000000002 49.895000000000003 6.0000000000000009 37.71815560000001 8.5000000000000018 50.410000000000004 48.025000000000013 8.5000000000000018 55.667390500000003 55.702806750000008 37.488790500000007 55.768246800000007 37.534144550000008 37.649344350000007 55.801384500000005 7.5000000000000009 55.866549750000011
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 -8 -9 -10 -7 13 29 14 16 -16 19 18 -17 20 25 -22 23 28 -24 -12 -27 -26 -21 -13
right_child=-2 2 -4 4 5 10 7 8 9 -11 11 12 -14 -15 15 17 -18 -19 -20 22 21 -23 24 -25 27 26 -28 -29 -30 -31
leaf_value=8.6964749979273996 7.611994015057741 3457.3962833547334 -235.2520569734522 1897.9317589024138 14280.035724177067 -15791.210981618578 -9422.9481462647946 451.31921574519231 89348.787159974105 -9987.9495833333349 34867.204531249998 898.17509327248354 139286.92999023438 -10116.081752628452 1199.5809643382759 -263941.8402148438 -55769.488853053044 16000.666171875 -87346.671774193557 41821.138764105905 -10651.520953167927 65239.217960526323 227927.56760110299 -60118.04402215677 98133.37124521684 -231329.55635775864 16824.124069940477 -37195.537684849332 181983.49275841346 -21271.105435541751
leaf_weight=124010 3783399 20731 126674 840 844 1712 169 52 193 30 20 5840 20 7668 284 20 76 20 31 27 182 190 34 61 49 29 21 28 26 524
leaf_count=124010 3783399 20731 126674 840 844 1712 169 52 193 30 20 5840 20 7668 284 20 76 20 31 27 182 190 34 61 49 29 21 28 26 524
internal_value=0 -99.1691 284.081 -494.225 -3778.44 -5010.88 13216.5 34629.9 61702.3 75985.1 -5976.45 -4867.35 -487.935 -8056.74 6324.9 -20636.3 19206.8 -107980 -156600 27749.8 10857.4 28109.9 60933.9 19241.6 103753 -80827.2 -127105 48922.9 110580 -927.202
internal_weight=0 290405 147405 143000 18990 17706 1284 444 275 223 16862 15150 6384 8766 1098 355 743 71 51 667 442 372 225 114 111 70 50 77 53 6364
internal_count=4073804 290405 147405 143000 18990 17706 1284 444 275 223 16862 15150 6384 8766 1098 355 743 71 51 667 442 372 225 114 111 70 50 77 53 6364
is_linear=0
shrinkage=0.1


Tree=4767
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 6 6 1 1 6 6 0 4 1 1 7 3 6 4 3 6 3 4 5 6 1 6 1 0 0
split_gain=2.826e+11 2.75424e+12 1.2355e+13 1.39227e+13 1.84203e+13 5.07843e+12 9.61918e+12 1.6056e+13 1.41346e+13 9.69473e+12 1.38466e+13 1.18185e+13 1.11466e+13 1.73065e+13 1.86114e+13 1.71685e+13 9.80492e+12 8.1983e+12 9.16218e+12 7.85128e+12 7.76509e+12 7.52165e+12 7.47141e+12 7.4191e+12 9.26186e+12 1.57559e+13 2.67835e+13 9.01253e+12 6.91751e+12 6.87534e+12
threshold=9.5000000000000018 82.961694200000011 82.962856350000024 55.043091000000011 55.061158000000006 78.605000000000004 63.140000000000008 83.754481100000007 83.971434050000013 63.855000000000011 65.00500000000001 55.018166200000003 14.500000000000002 82.973036600000015 82.970388650000018 6.0000000000000009 17.500000000000004 80.720000000000013 19.500000000000004 14.500000000000002 69.605000000000004 15.500000000000002 16.500000000000004 2.5000000000000004 83.820000000000007 82.971668900000012 87.395000000000024 83.971434050000013 56.041614100000011 55.039488700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 19 22 11 -11 13 14 -12 -14 -13 18 -7 -9 -21 -20 -8 24 -19 -26 27 -27 -10 -17
right_child=1 2 5 4 -6 17 7 8 28 10 12 16 15 -15 -16 29 -18 23 21 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=13.089227924389775 11.782315349241733 -4950.6092622033984 -229.18858454179923 -52632.261754966894 -1387.5827105573117 5744.2357266482795 -10552.132180999593 14862.76627571937 4465.8200765679812 1342.0377208036534 21962.597128619029 37407.722471871406 -15233.734198035798 -1007.9708667213768 127091.84732142858 -5871.8484066980382 -29849.206703125001 -13920.74813179348 53792.976096573802 83356.098888221153 15684.757890625002 10543.258022210539 -33778.297529690652 458.5436300470501 -5099.3620071411133 159877.34430803571 12180.804467033618 71013.981812500002 -6536.5941868892214 5241.6367812634162
leaf_weight=3266945 718526 1823 62133 151 131 555 1301 202 1715 1105 85 163 1930 606 21 2275 25 69 83 39 30 78 155 11872 80 21 66 25 857 737
leaf_count=3266945 718526 1823 62133 151 131 555 1301 202 1715 1105 85 163 1930 606 21 2275 25 69 83 39 30 78 155 11872 80 21 66 25 857 737
internal_value=0 -52.9978 -579.938 -8149.27 -28827.1 -395.156 -716.292 -3407.49 3088.54 -5605.3 -4050.29 5285.52 -6185.28 5512.53 42790.1 -7870.59 28464 1438.81 11836.9 24810.7 53933.8 32839.7 -13024.7 825.192 17502.8 28795.6 53006.3 111582 799.775 -3152.51
internal_weight=0 806859 88333 2105 282 86228 73379 11246 2843 8403 6947 1293 5654 712 106 4942 188 12849 716 271 69 161 1456 12133 261 192 112 46 2572 3012
internal_count=4073804 806859 88333 2105 282 86228 73379 11246 2843 8403 6947 1293 5654 712 106 4942 188 12849 716 271 69 161 1456 12133 261 192 112 46 2572 3012
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 1 0 6 0 1 0 1 1 6 6 6 6 0 6 6 1 0 1 3 1 3 0 6 3
split_gain=2.78874e+11 2.93157e+12 9.45479e+12 2.15614e+13 3.16608e+13 1.41121e+13 1.94814e+13 1.54391e+13 1.47934e+13 1.00835e+13 9.76308e+12 9.76099e+12 9.75931e+12 1.97186e+13 1.72328e+13 8.42197e+12 8.75592e+12 7.58989e+12 8.85467e+12 7.47087e+12 1.33199e+13 1.28214e+13 1.11854e+13 2.1608e+13 1.11108e+13 8.92753e+12 8.79481e+12 8.50778e+12 7.1178e+12 9.24698e+12
threshold=28.500000000000004 27.500000000000004 37.488790500000007 55.685785750000008 55.728148450000006 55.737027400000009 37.401708450000008 55.81943720000001 57.005000000000003 55.039488700000007 37.46219940000001 59.990753350000013 60.590708550000009 37.843405600000004 49.010000000000012 38.010000000000012 52.015000000000008 78.010000000000005 55.775215600000003 69.015000000000015 53.005000000000003 37.503969450000007 55.753967500000009 37.543519500000009 9.5000000000000018 37.702956500000006 10.500000000000002 55.759969450000007 86.030000000000015 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 5 9 -5 -3 11 8 10 -4 -8 28 13 19 -14 -12 -17 18 -10 20 21 26 -21 -24 27 -25 -6 -23 -7 -30
right_child=-2 2 3 4 12 6 7 -9 17 -11 15 -13 14 -15 -16 16 -18 -19 -20 22 -22 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.070131095070905106 -290.63324108081849 29855.360705474624 686.29663458023481 123636.12510775863 107217.12234375 13755.849472045898 63128.517613636366 -86740.144583333342 -91353.619921875012 -36764.777677317419 21713.345963175914 -1716.1459176723292 -9613.6686290922626 -30380.99910111861 109333.614453125 -21013.206944974012 24071.96660907452 -6788.4378237123856 -33271.199399765224 -46152.253569878478 52536.190908408003 -85485.516796875003 -35406.463775510201 92045.724960937514 15911.996978759766 23043.209156249999 25291.351806640625 -1211.294046875 13516.069108072916 103271.72702414774
leaf_weight=4038147 32750 133 374 29 20 259 22 30 32 89 89 610 21 88 29 251 52 81 146 36 143 23 49 30 112 50 38 25 24 22
leaf_count=4038147 32750 133 374 29 20 259 22 30 32 89 89 610 21 88 29 251 52 81 146 36 143 23 49 30 112 50 38 25 24 22
internal_value=0 2.35539 3176.83 10195.7 21358.8 -1456.99 -4030.88 -16549.4 -13420.6 -6512.72 -1693.86 5587.19 16891.8 13432.2 59375.8 -5331.85 -13275.8 -32165.2 -43713 20762.2 28819.3 13262 3134.15 16888.5 -1339.41 48919.2 53541.6 -41592.7 20193.9 56442.7
internal_weight=0 4.04105e+06 2907 1156 693 1751 1618 703 673 463 414 915 664 614 50 392 303 259 178 526 361 218 165 129 160 80 58 48 305 46
internal_count=4073804 4041054 2907 1156 693 1751 1618 703 673 463 414 915 664 614 50 392 303 259 178 526 361 218 165 129 160 80 58 48 305 46
is_linear=0
shrinkage=0.1


Tree=4769
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 5 6 6 0 4 7 4 6 4 3 4 3 6 6 7 4 0 1 4 4 6 3 6 6 4
split_gain=2.79248e+11 3.5173e+12 1.02281e+13 1.23412e+13 1.13502e+13 8.9987e+12 8.58266e+12 1.76602e+13 8.06568e+12 1.15384e+13 1.02861e+13 9.46001e+12 8.13958e+12 1.81526e+13 1.8653e+13 1.53124e+13 1.00134e+13 9.16904e+12 1.75992e+13 1.38009e+13 2.9202e+13 7.76649e+12 1.09478e+13 2.36624e+13 1.72411e+13 2.91057e+13 1.97201e+13 1.58352e+13 1.39374e+13 1.09065e+13
threshold=39.625203600000013 39.231261550000006 47.22829500000001 99.050000000000011 97.020000000000024 3.5000000000000004 130.05000000000004 156.15000000000003 47.207933300000008 4.5000000000000009 6.0000000000000009 24.500000000000004 96.050000000000011 15.500000000000002 1.5000000000000002 4.5000000000000009 6.5000000000000009 62.625000000000007 58.995000000000012 6.0000000000000009 15.500000000000002 44.249882500000005 39.079932600000006 11.500000000000002 9.5000000000000018 81.705000000000013 2.5000000000000004 108.05000000000001 83.820000000000007 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 21 8 4 5 -4 -5 -8 12 -10 -11 -12 17 14 -14 -16 -17 18 -3 -20 -21 22 23 24 27 26 -26 -1 29 -24
right_child=-2 2 3 6 -6 -7 7 -9 9 10 11 -13 13 -15 15 16 -18 -19 19 20 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-1485.1444756810479 22.092895056062801 -1041.5614604756331 -1669.592375611383 -30748.915586516814 50157.92379324777 -17490.149759078813 82415.173188920468 -33972.928497314453 35977.2314115767 1593.2218881653603 16190.019197478898 -15451.565190729107 -34151.85651041667 -60102.484215198871 2003.4172265625 124183.9425669643 42255.594816706733 -7948.4687014239526 11786.744727091598 155618.65063244049 -2928.5621957632211 3.3644528935625844 12338.4656027089 -38395.443081480706 120166.7531688436 -75588.841406250009 30220.568293081429 62949.160837339739 -51776.519573974612 -12493.985120383682
leaf_weight=1731 2379478 7733 29284 236 42 364 22 32 110 5368 870 106 27 22 30 35 26 1592 646 21 26 1644131 207 149 30 22 130 39 80 1215
leaf_count=1731 2379478 7733 29284 236 42 364 22 32 110 5368 870 106 27 22 30 35 26 1592 646 21 26 1644131 207 149 30 22 130 39 80 1215
internal_value=0 -31.0268 -887.855 -1990.76 -1790.24 -1863.83 -22519.8 13444.4 1102.57 3866.96 3310.19 12753.5 -653.814 23291.7 38839.7 60496.5 89263.7 -988.448 326.571 15593.2 67911.7 -6.7988 -4644.52 16.1985 2948.23 32256.7 47085.5 -65.4055 -11163.9 -8879.13
internal_weight=0 1.69433e+06 46592 29980 29690 29648 290 54 16612 6454 6344 976 10158 140 118 91 61 10018 8426 693 47 1.64773e+06 3603 2101 1952 182 160 1770 1502 1422
internal_count=4073804 1694326 46592 29980 29690 29648 290 54 16612 6454 6344 976 10158 140 118 91 61 10018 8426 693 47 1647734 3603 2101 1952 182 160 1770 1502 1422
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=31
num_cat=0
split_feature=4 0 1 3 6 6 1 3 6 1 4 3 6 1 3 4 6 3 3 0 4 1 3 3 5 3 1 6 6 7
split_gain=2.74518e+11 3.33133e+12 8.94088e+12 1.41391e+13 1.2609e+13 1.11107e+13 8.7823e+12 1.37687e+13 2.1955e+13 7.5718e+12 8.2816e+12 7.32239e+12 2.01586e+13 8.98014e+12 1.86517e+13 8.15956e+12 7.2647e+12 7.12297e+12 8.86964e+12 7.10854e+12 5.99567e+12 1.99908e+13 2.88514e+13 2.91262e+13 4.50983e+13 2.27038e+13 1.73643e+13 1.36612e+13 1.19248e+13 1.09126e+13
threshold=21.500000000000004 45.022979600000006 37.702956500000006 17.500000000000004 60.005000000000003 53.995000000000012 38.999037500000007 9.5000000000000018 118.04500000000002 38.958307950000012 22.500000000000004 8.5000000000000018 62.995000000000012 38.011626600000007 6.5000000000000009 24.500000000000004 74.615000000000009 10.500000000000002 5.5000000000000009 45.00849250000001 22.500000000000004 39.079932600000006 5.5000000000000009 14.500000000000002 2.5000000000000004 13.500000000000002 39.749243900000003 55.405000000000008 90.045000000000016 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 13 -13 15 19 16 -4 18 -6 -15 21 27 -23 24 25 -24 -25 -8 -26 -22
right_child=1 -3 6 -5 17 -7 20 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 29 22 23 26 28 -27 -28 -29 -30 -31
leaf_value=8.5986296873523091 2876.9108573717949 -32.650725970319108 -13204.388280738711 88687.103872445921 -37516.812798828127 82381.455996704113 -3276.4200749021097 -264.23858455722615 -114157.64308763586 -73668.405706935984 -21139.083232770648 -8525.4599428530109 -126051.57978515625 29210.468203124998 80446.352228860298 19754.994265974816 -54867.99042553192 -61214.047048611115 49543.556709150842 -33358.27751358696 -2763.9864066656428 -30275.719445367911 8372.9370082101432 5577.1060478210456 173228.80960648149 108830.59817645734 -76781.432904052737 -27336.49903892116 76351.139856974289 5693.6424792307153
leaf_weight=3671018 39 392858 382 26 25 32 469 944 23 41 112 54 20 30 34 67 47 27 22 46 4003 141 167 128 27 26 32 475 24 2465
leaf_count=3671018 39 392858 382 26 25 32 469 944 23 41 112 54 20 30 34 67 47 27 22 46 4003 141 167 128 27 26 32 475 24 2465
internal_value=0 -78.3685 -1887.45 20780.9 8604.58 38709.9 -2284.73 -8592.63 -17777.2 -15116 -35215.6 -10593.7 -40289.3 -6967.46 18881.9 -12700.2 -17768.9 -20280.3 3234.85 -8660.09 -857.788 -6578.92 8670.58 22263.2 44006.1 21906.1 -10894.6 -15382.9 127639 459.275
internal_weight=0 402786 9928 171 145 71 9757 1800 856 833 153 680 74 606 110 496 429 74 47 76 7957 1489 545 404 244 193 160 944 51 6468
internal_count=4073804 402786 9928 171 145 71 9757 1800 856 833 153 680 74 606 110 496 429 74 47 76 7957 1489 545 404 244 193 160 944 51 6468
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=31
num_cat=0
split_feature=6 6 2 1 0 0 4 7 3 6 5 1 1 6 0 7 0 0 6 0 4 4 0 4 4 3 5 1 3 0
split_gain=2.62194e+11 3.55786e+12 3.20039e+13 2.68706e+13 3.47914e+13 3.67e+13 3.17985e+13 3.15385e+13 5.94414e+13 4.74443e+13 3.14654e+13 2.8573e+13 2.37731e+13 4.1473e+13 3.39879e+13 2.29927e+13 2.53302e+13 3.18179e+13 3.06913e+13 2.96039e+13 5.71206e+13 3.22711e+13 5.61088e+13 2.83568e+13 2.55149e+13 3.14835e+13 2.48657e+13 2.39818e+13 2.45826e+13 3.06393e+13
threshold=46.010000000000012 48.005000000000003 75.000000000000014 37.503969450000007 55.791814000000009 55.743464250000009 12.500000000000002 6.0000000000000009 6.5000000000000009 47.420000000000009 1.5000000000000002 37.401708450000008 37.517483500000004 47.420000000000009 55.710673100000008 6.0000000000000009 55.806294650000005 55.866549750000011 46.420000000000009 55.759969450000007 14.500000000000002 20.500000000000004 55.721784200000009 15.500000000000002 12.500000000000002 9.5000000000000018 1.5000000000000002 37.682335600000009 3.5000000000000004 55.660117850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -6 13 14 -5 16 18 -18 24 21 -21 23 -23 -20 -14 -26 -19 28 -17 -30
right_child=1 -3 -4 12 6 7 -8 -9 -10 -11 -12 -13 15 -15 -16 27 17 26 19 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-27.998964137920154 3539.4257352355526 -8.6412724727273389 902.56176710140687 -6188.2561835106389 43637.82152961941 145993.75943080356 -44097.092617187503 4343.1812025408881 159722.42895047169 -109964.17361328125 4650.032828436958 -26951.028379229079 -24728.301221636149 15004.545665893556 -110714.87245669158 -31330.003210358802 -52536.473539698403 -89716.652703683038 -10044.492905051846 1541.1558093089789 98122.91954708616 -29710.933979969457 -198867.13600543479 54914.614868164062 -167727.3798789978 -12326.913103693183 -883.21977786293519 -14570.803981598636 -17302.593013900692 23572.891428789633
leaf_weight=1836669 1692 2104746 125047 47 109 28 270 107 53 20 36 121 157 80 92 135 344 35 1256 355 74 133 23 71 32 22 316 707 239 788
leaf_count=1836669 1692 2104746 125047 47 109 28 270 107 53 20 36 121 157 80 92 135 344 35 1256 355 74 133 23 71 32 22 316 707 239 788
internal_value=0 22.9869 525.818 -5890.78 2694.54 8767.9 -20821.5 45024.4 76797.3 24475.5 66487.9 6501.95 -10153.7 -42357.3 -75371.3 -8648.98 -14353 -30923.3 -8928.43 -4934.22 18200.9 -11626.7 -54650.6 -6568.91 -45122.3 -104416 -9741.25 -48.6839 8787.06 14060.5
internal_weight=0 2.23714e+06 132389 7342 2436 1936 500 244 137 84 64 230 4906 219 139 4687 2818 695 2123 1912 429 1483 156 1327 211 54 351 1869 1162 1027
internal_count=4073804 2237135 132389 7342 2436 1936 500 244 137 84 64 230 4906 219 139 4687 2818 695 2123 1912 429 1483 156 1327 211 54 351 1869 1162 1027
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=31
num_cat=0
split_feature=2 6 6 6 5 4 1 0 0 1 1 3 3 1 2 0 1 0 1 3 1 1 4 4 0 4 0 1 7 4
split_gain=3.13609e+11 2.45303e+12 9.78382e+12 1.10694e+13 1.02178e+13 1.02772e+13 1.69601e+13 1.34284e+13 1.14703e+13 2.02076e+13 2.78185e+13 1.85301e+13 1.72634e+13 1.43567e+13 1.42856e+13 1.38063e+13 1.35662e+13 1.65574e+13 1.14152e+13 1.221e+13 1.18486e+13 3.09521e+13 1.00229e+13 2.30307e+13 2.55393e+13 2.3741e+13 2.95012e+13 3.66106e+13 1.76519e+13 4.16044e+13
threshold=451.00000000000006 58.755000000000003 59.025000000000013 59.245000000000012 2.5000000000000004 10.500000000000002 37.978059650000013 55.806294650000005 55.81943720000001 37.425454150000007 37.331232350000008 16.500000000000004 9.5000000000000018 37.729575300000008 75.000000000000014 55.702806750000008 37.586700500000006 55.568628050000008 37.618684050000006 5.5000000000000009 37.631035900000008 37.71815560000001 14.500000000000002 23.500000000000004 55.579943700000008 24.500000000000004 55.753967500000009 37.374856000000008 6.0000000000000009 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 22 4 5 7 8 -4 9 10 -7 13 -12 14 -10 16 17 -11 19 -17 -20 -22 -3 28 -25 26 -26 -28 29 -24
right_child=-2 2 3 -5 -6 6 -8 -9 11 15 12 -13 -14 -15 -16 18 -18 -19 20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-71.475244353050854 -12.390088848770382 902.32843370484852 -14595.642626081195 302.42951509575937 9354.4035953973926 -19497.817882859566 68353.319600282863 -76922.613023437501 42562.078981370199 15229.602130126954 12023.491205658785 103533.80344122025 104230.39181423612 82430.648847656266 -29317.776914062502 -45013.871726190475 -4337.6356671805333 -42415.593602213543 -102181.51310891545 62822.02948869978 64828.833511718753 -56900.381964375651 9282.6587108577442 93379.936177884621 38424.416592261907 -1573.2339851085087 -18100.997077824519 -185916.44070012021 40065.107491503557 154815.29362304689
leaf_weight=453695 3396489 3029 112 216250 329 83 29 50 39 64 37 21 45 20 95 21 792 225 34 21 25 127 1102 26 21 674 26 26 277 20
leaf_count=453695 3396489 3029 112 216250 329 83 29 50 39 64 37 21 45 20 95 21 792 225 34 21 25 127 1102 26 21 674 26 26 277 20
internal_value=0 62.1318 333.203 231.133 -6877.17 -9779.44 -7457.29 -33832.4 -8790.53 -11664.3 21314.7 15414.6 62624.8 3398.35 -8397.52 -15821.3 -11104.7 -29649.9 -38183.5 8904.08 -48816.1 -36879.1 4619.68 9803.78 -4049.19 -7440.29 -61610.1 -102009 17458.1 11876.8
internal_weight=0 677315 223620 218419 2169 1840 1678 162 1649 1474 165 175 82 154 134 1309 1081 289 228 42 186 152 5201 2172 773 747 73 52 1399 1122
internal_count=4073804 677315 223620 218419 2169 1840 1678 162 1649 1474 165 175 82 154 134 1309 1081 289 228 42 186 152 5201 2172 773 747 73 52 1399 1122
is_linear=0
shrinkage=0.1


Tree=4773
num_leaves=31
num_cat=0
split_feature=1 6 6 4 1 5 4 3 4 2 0 0 1 0 6 4 1 4 1 7 4 4 0 6 0 4 4 6 0 4
split_gain=2.58377e+11 3.90296e+12 7.7266e+12 7.47059e+12 5.47059e+12 5.28919e+12 4.75214e+12 5.89372e+12 4.64787e+12 4.60311e+12 8.55927e+12 2.57743e+13 3.59633e+13 3.05536e+13 4.43542e+13 2.58507e+13 2.43448e+13 2.47101e+13 3.06263e+13 6.26738e+13 3.87145e+13 3.62405e+13 3.56031e+13 2.26597e+13 2.12041e+13 2.52859e+13 2.46414e+13 2.09206e+13 1.9846e+13 3.69397e+13
threshold=37.131181300000009 30.025000000000002 29.015000000000004 16.500000000000004 36.865631950000008 3.5000000000000004 20.500000000000004 3.5000000000000004 9.5000000000000018 2632.5000000000005 55.972700350000004 55.60524465000001 36.865631950000008 55.633951400000008 79.710000000000022 3.5000000000000004 36.049731800000011 4.5000000000000009 36.865631950000008 6.0000000000000009 17.500000000000004 6.5000000000000009 55.79439725000001 46.420000000000009 55.858844800000007 23.500000000000004 11.500000000000002 149.05000000000004 55.721784200000009 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 8 -5 -8 -1 10 11 12 23 14 -13 -14 -15 -18 -19 24 21 -21 -23 -3 27 26 -26 28 29 -20
right_child=-2 9 3 6 -6 -7 7 -9 -10 -11 -12 13 15 16 -16 -17 17 18 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1517.8849708506414 9.5677314996121048 2769.5720920455205 2647.7842520398758 22958.271573520717 11437.607283484776 -35969.149727470933 30877.497993562662 4700.475887900905 -3427.9322625676282 -22.473081641268649 1159.7371890653565 -15423.740807258982 -14692.754599359985 -35929.865485309107 -98141.519749540443 13385.764001195537 5681.567291378029 366.27838579735294 -44589.234688578028 65374.744531250006 29022.191568531707 -54710.918535758537 -137198.30009191178 -5301.6726738811885 1862.137938471441 -89851.086838942312 51199.331590605951 -114408.8940234375 -18727.171582557068 9186.8397043430596
leaf_weight=4057 3559983 6172 4754 284 371 43 98 703 3574 459722 11553 1388 372 230 68 2765 2445 3733 154 20 51 227 68 7970 572 26 123 20 1509 749
leaf_count=4057 3559983 6172 4754 284 371 43 98 703 3574 459722 11553 1388 372 230 68 2765 2445 3733 154 20 51 227 68 7970 572 26 123 20 1509 749
internal_value=0 -66.2895 1587.54 4356.59 -422.212 -995.575 11843.9 7903.16 -798.502 -112.219 -1138.16 -2064.39 369.547 -5759.02 -19286.9 10056.1 -3774.87 -3012.19 -5943.28 -12636.5 -51806.7 -64893.2 -73725 -1779.14 -8089.68 6971.61 10593.8 -12554.8 -11710.2 15.7262
internal_weight=0 513821 13884 5839 8045 7674 1085 801 7631 499937 40215 28662 17279 11383 1456 3137 9927 9697 7252 3519 366 315 295 14142 3153 721 695 2432 2412 903
internal_count=4073804 513821 13884 5839 8045 7674 1085 801 7631 499937 40215 28662 17279 11383 1456 3137 9927 9697 7252 3519 366 315 295 14142 3153 721 695 2432 2412 903
is_linear=0
shrinkage=0.1


Tree=4774
num_leaves=31
num_cat=0
split_feature=6 3 6 4 0 4 3 1 1 0 0 4 0 4 2 0 4 2 1 2 6 1 1 1 1 6 0 0 0 4
split_gain=2.85524e+11 3.39636e+12 4.44044e+12 6.313e+12 2.17156e+13 3.25269e+13 1.61952e+13 1.07837e+13 6.9713e+12 5.09846e+12 9.74308e+12 1.32123e+13 1.18104e+13 1.11797e+13 7.46525e+12 5.55987e+12 4.71773e+12 4.7873e+12 1.1478e+13 1.05348e+13 8.21938e+12 8.6575e+12 7.54789e+12 5.07195e+12 1.42384e+13 7.05683e+12 6.84359e+12 1.91169e+13 6.81732e+12 5.58714e+12
threshold=31.005000000000006 1.5000000000000002 30.985000000000003 9.5000000000000018 43.6005307 11.500000000000002 7.5000000000000009 37.780517050000007 30.226173900000003 55.737027400000009 55.93962770000001 23.500000000000004 55.783232450000007 11.500000000000002 75.000000000000014 55.834019500000004 8.5000000000000018 3999.0000000000005 47.504912950000005 4214.5000000000009 30.425000000000001 82.991167100000027 83.002084650000015 82.918694400000007 82.966990000000024 30.025000000000002 55.012854300000008 55.046782850000007 54.980317700000008 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 16 -4 5 -5 -7 8 -6 -10 11 12 -11 -12 -14 -13 -3 -18 19 -19 23 -22 -23 -20 25 -25 28 -28 -26 -30
right_child=-2 2 3 4 7 6 -8 -9 9 10 13 15 14 -15 -16 -17 17 18 20 -21 21 22 -24 24 26 -27 27 -29 29 -31
leaf_value=-838.07518067759213 7.1757176766442647 742.73246213203265 -1290.473069534539 -34481.343135892428 -12197.535118790256 40207.57017045455 155791.72855902778 -1128.2139350591794 -3414.6312968970692 131120.25494140625 59512.957626065348 -39000.185263671876 12462.845594618057 7646.7894022107612 78844.854699707037 23041.259371361368 223.69445307395222 -44792.060238882215 -1746.9895913342109 -7283.9138858091501 -1890.034522980957 -28793.079896854575 206.66622304841292 7676.368274733145 -2184.622012410307 -13598.648409513149 13241.341838683788 -4111.8229132799934 -21434.364688375725 -2369.770317031398
leaf_weight=50691 3794999 100388 37770 26 131 22 27 3543 177 20 44 20 36 749 32 52 59405 78 12532 1873 625 306 127 3160 3495 164 1033 1647 368 264
leaf_count=50691 3794999 100388 37770 26 131 22 27 3543 177 20 44 20 36 749 32 52 59405 78 12532 1873 625 306 127 3160 3495 164 1033 1647 368 264
internal_value=0 -97.6735 66.857 -853.197 2531.9 55925.7 103897 1698.32 9639.96 12171.6 15066.4 37576.5 63569.4 10524.6 43701.4 5807.52 278.43 -269.431 -1410.52 -8783.47 -804.115 -9419.38 -20287.4 -401.92 1261.92 6626.7 -1357.81 2576.92 -3912.94 -13470.7
internal_weight=0 278805 228114 42649 4879 75 49 4804 1261 1130 953 160 88 793 68 72 185465 85077 25672 1951 23721 1058 433 22663 10131 3324 6807 2680 4127 632
internal_count=4073804 278805 228114 42649 4879 75 49 4804 1261 1130 953 160 88 793 68 72 185465 85077 25672 1951 23721 1058 433 22663 10131 3324 6807 2680 4127 632
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=31
num_cat=0
split_feature=2 0 3 6 6 1 4 1 4 6 6 4 6 0 4 6 0 7 6 5 4 1 0 6 6 6 5 6 4 7
split_gain=2.69151e+11 2.56436e+12 8.82547e+12 1.21193e+13 2.31981e+13 1.19847e+13 1.15551e+13 1.09376e+13 1.48916e+13 1.19171e+13 2.7751e+13 9.98143e+12 1.70788e+13 1.58822e+13 9.87526e+12 2.55273e+13 9.79395e+12 2.94498e+13 1.29615e+13 1.85429e+13 1.83343e+13 1.11771e+13 9.95836e+12 9.73484e+12 1.13054e+13 9.71381e+12 1.29047e+13 1.54852e+13 9.41376e+12 9.33121e+12
threshold=915.50000000000011 55.988910100000005 12.500000000000002 134.05000000000004 104.01000000000001 37.543519500000009 26.500000000000004 37.46219940000001 17.500000000000004 75.605000000000004 84.00500000000001 14.500000000000002 72.50500000000001 56.020150250000007 24.500000000000004 85.020000000000024 56.288960650000007 6.0000000000000009 53.005000000000003 1.5000000000000002 16.500000000000004 37.858952300000006 56.309668500000008 189.00000000000003 168.45000000000002 88.00500000000001 2.5000000000000004 72.50500000000001 25.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 23 9 25 -4 -11 12 13 -7 16 -16 21 18 19 22 -20 29 -18 24 28 26 27 -9 -3 -13
right_child=-2 2 3 -5 -6 11 -8 8 -10 10 -12 14 -14 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=111.7545760433897 -11.498807358077711 -229.5580236226545 -7603.471514320252 61755.33747106482 -71195.298731850678 60461.523982456762 62873.60074084052 -11144.384668262188 -55279.438608685661 67935.334083426336 -18032.508220003856 -373.59249954607026 -88823.35068044356 -24840.841521661932 -37508.057553468527 55817.790413851355 75633.005334051719 -52468.695159313727 105695.35827287946 -73378.192747961948 30545.987615411934 -13895.563789813701 11974.163523419304 -43934.70231311275 55033.754199218754 -78881.723757102271 27103.508600174755 -71130.394054158533 -58230.894573102683 24824.302856340531
leaf_weight=630119 3394471 44876 1557 27 53 28 29 416 102 70 81 398 31 99 141 37 29 51 42 23 143 325 161 51 37 22 76 48 28 233
leaf_count=630119 3394471 44876 1557 27 53 28 29 416 102 70 81 398 31 99 141 37 29 51 42 23 143 325 161 51 37 22 76 48 28 233
internal_value=0 57.4569 -637.752 -5025.78 -5458.59 -4611.51 -229.075 -9236.14 -20127 -5002.2 21820.1 1689.24 -22277.5 -6034.02 4081.37 -18108.9 6892.66 19075.4 28243.2 11424.9 47606.9 1170.83 21690.5 -269.749 -220.197 -13747.1 -11093.4 -17349.8 -265.725 8930.86
internal_weight=0 679333 49214 4193 4166 4113 45021 2372 664 1708 151 1741 158 127 1583 178 1405 449 398 213 185 956 190 44992 44941 562 540 464 44904 631
internal_count=4073804 679333 49214 4193 4166 4113 45021 2372 664 1708 151 1741 158 127 1583 178 1405 449 398 213 185 956 190 44992 44941 562 540 464 44904 631
is_linear=0
shrinkage=0.1


Tree=4776
num_leaves=31
num_cat=0
split_feature=2 0 1 1 4 6 6 4 7 5 6 0 6 1 6 3 1 6 1 4 4 1 1 6 6 5 6 6 6 6
split_gain=2.83295e+11 4.93572e+12 1.95021e+13 3.20462e+13 3.00125e+13 2.76054e+13 2.0282e+13 2.13103e+13 4.8354e+13 2.515e+13 2.35518e+13 2.11178e+13 4.93754e+13 3.61811e+13 2.49957e+13 2.22081e+13 3.20946e+13 2.05748e+13 2.10615e+13 2.00961e+13 5.29681e+13 2.50253e+13 5.63768e+13 6.87239e+13 6.58187e+13 5.14541e+13 4.55153e+13 3.61832e+13 6.98628e+13 4.9872e+13
threshold=36.000000000000007 55.554045200000012 37.318079750000003 37.343102500000008 3.5000000000000004 73.00500000000001 79.015000000000015 16.500000000000004 6.0000000000000009 3.5000000000000004 128.05000000000004 55.539595350000006 80.030000000000015 37.517483500000004 89.00500000000001 2.5000000000000004 37.543519500000009 99.050000000000011 37.534144550000008 17.500000000000004 21.500000000000004 37.475446350000006 37.503969450000007 72.020000000000024 59.815000000000005 1.5000000000000002 67.91500000000002 52.610000000000007 53.995000000000012 38.205000000000005
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 4 -4 -6 19 8 10 -10 11 17 -13 14 -14 -15 -17 -8 -19 21 -21 -5 23 24 25 -23 -26 29 -29 -27
right_child=-2 -3 3 6 5 -7 7 -9 9 -11 -12 12 13 15 -16 16 -18 18 -20 20 -22 22 -24 -25 26 27 -28 28 -30 -31
leaf_value=5771.3659141631215 7.3060045722283355 16.511649881043002 3927.9817369525936 -7359.4966610293959 -41085.614237858703 -146850.75151454381 8156.5360760124358 -2761.3077305352931 -90349.448434689752 -6391.5413208007812 93169.966499255956 -171436.03096875001 -5604.2958984375 -134671.55267427885 125974.84048295455 -79434.661977066542 29482.352160644532 -133747.02080965909 -1936.6410879629632 -25208.405596568657 5105.5638749667924 4044.9397281725455 -1806.8979091039951 95505.996436969057 -45701.593002630747 5995.1208033511512 21265.669416582663 -70099.691816165127 32074.938885196836 70013.028429539394
leaf_weight=3028 3783399 270546 147 2981 208 28 343 1086 139 48 21 25 42 26 22 62 48 22 27 1117 1191 1066 6571 103 294 171 155 81 385 422
leaf_count=3028 3783399 270546 147 2981 208 28 343 1086 139 48 21 25 42 26 22 62 48 22 27 1117 1191 1066 6571 103 294 171 155 81 385 422
internal_value=0 -95.1827 -1616.83 -2946.02 -31541 -53634 -2280.17 -11965.3 -24081.1 -68798.8 -10974.2 -14518.8 -38938.2 -22376 39626 -51553.4 -31907.2 -502.632 -61116.8 -1006.98 -9565.45 608.274 3176.61 15409.2 12204.1 19554.5 -22583.7 35166.6 14315 51552.6
internal_weight=0 290405 19859 16831 383 236 16448 1911 825 187 638 617 225 200 64 136 110 392 49 14537 2308 12229 9248 2677 2574 2125 449 1059 466 593
internal_count=4073804 290405 19859 16831 383 236 16448 1911 825 187 638 617 225 200 64 136 110 392 49 14537 2308 12229 9248 2677 2574 2125 449 1059 466 593
is_linear=0
shrinkage=0.1


Tree=4777
num_leaves=31
num_cat=0
split_feature=6 1 1 1 1 5 4 7 1 5 0 1 0 5 1 4 4 4 0 4 1 3 0 4 0 4 5 0 2 5
split_gain=2.63371e+11 3.25569e+12 6.95018e+12 5.13476e+12 9.47215e+12 2.79941e+13 5.91282e+12 4.9885e+12 6.64073e+12 5.57818e+12 1.01776e+13 1.33318e+13 2.20888e+13 8.37264e+12 1.748e+13 1.26699e+13 1.25047e+13 1.835e+13 1.75378e+13 1.37842e+13 9.09265e+12 6.28414e+12 5.83366e+12 5.42688e+12 5.08858e+12 4.96848e+12 6.49331e+12 6.98526e+12 4.81947e+12 1.77874e+13
threshold=189.00000000000003 36.865631950000008 36.593086150000012 37.563506350000004 37.475446350000006 3.5000000000000004 3.5000000000000004 6.0000000000000009 30.323041000000003 5.5000000000000009 59.963561900000009 30.303340300000002 60.042359000000012 4.5000000000000009 30.370944000000005 5.5000000000000009 16.500000000000004 10.500000000000002 59.848366150000011 4.5000000000000009 30.362494150000003 5.5000000000000009 59.963561900000009 5.5000000000000009 59.91832440000001 5.5000000000000009 3.5000000000000004 55.702806750000008 2599.0000000000005 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 6 -6 -3 9 -9 10 13 -12 -13 16 15 -15 17 18 19 -2 -20 23 24 -21 -11 -8 -27 -28 29 -5
right_child=1 3 -4 28 5 -7 25 8 -10 22 11 12 -14 14 -16 -17 -18 -19 20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.026118632801617 -71459.625179476352 34805.50973115809 58131.483158052892 4915.5891195752347 3650.3045773237181 -135451.61097146739 -47064.976310483878 6318.852349853516 78253.499404761911 51645.987215909088 21971.299487304688 -122026.20635775864 -5463.9488597972977 -26216.389792530357 93174.655312500006 53757.7021484375 69694.016489257818 -79020.451629464282 81840.711553955087 -10226.853125000001 -4111.469931640625 -31069.804345703127 66230.900130208334 59382.254492187501 -4333.7102326423892 19214.32483092351 4747.5176785714284 -61618.90326643319 -260.87566660963193 82603.750119018558
leaf_weight=4067180 37 34 26 373 39 23 31 33 21 22 32 29 37 52 30 32 20 35 32 21 20 32 24 24 62 67 35 29 5340 32
leaf_count=4067180 37 34 26 373 39 23 31 33 21 22 32 29 37 52 30 32 20 35 32 21 20 32 24 24 62 67 35 29 5340 32
internal_value=0 630.043 7522.91 -83.0116 -13884 -47952 -3107.41 5311.44 34293.4 2418.6 -2652.66 -30998.4 -56680.7 5639.53 27651.2 4249.93 -5714.89 -13218.3 655.685 -21296.8 48782.2 2807.49 22750.6 26898 10327.6 -11064.4 -2545.23 -25324.8 536.773 11053.9
internal_weight=0 6624 621 6003 258 62 196 595 54 541 433 98 66 335 114 84 221 201 166 114 52 77 108 45 84 162 131 64 5745 405
internal_count=4073804 6624 621 6003 258 62 196 595 54 541 433 98 66 335 114 84 221 201 166 114 52 77 108 45 84 162 131 64 5745 405
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=31
num_cat=0
split_feature=3 0 6 6 0 6 0 6 6 4 6 6 3 4 4 6 6 7 6 0 6 0 0 6 6 4 3 4 0 4
split_gain=2.5747e+11 2.22532e+12 1.14634e+13 1.53144e+13 6.08345e+12 2.2718e+13 3.4064e+12 3.12873e+13 3.04241e+13 5.81162e+13 2.05596e+13 1.49275e+13 2.71318e+13 8.14013e+12 5.83899e+12 5.29484e+12 2.80571e+12 2.20189e+12 7.96523e+12 1.26714e+13 8.81037e+12 8.08504e+12 1.01673e+13 7.34758e+12 1.81083e+13 2.54284e+13 2.89788e+13 1.43541e+13 1.06028e+13 1.66227e+13
threshold=17.500000000000004 43.472751400000007 67.91500000000002 101.02000000000002 43.550475500000012 74.615000000000009 43.6005307 81.705000000000013 104.01000000000001 22.500000000000004 55.805000000000007 44.820000000000007 19.500000000000004 23.500000000000004 20.500000000000004 118.04500000000002 37.310000000000009 6.0000000000000009 130.05000000000004 57.978821400000008 120.05000000000001 47.207933300000008 56.802121050000004 130.05000000000004 128.05000000000004 24.500000000000004 21.500000000000004 23.500000000000004 55.145978450000008 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 -4 5 -3 7 10 9 -9 11 16 -13 14 -12 -10 -6 23 20 -20 -19 -22 -23 24 -8 27 -27 -26 29 -25
right_child=1 4 3 -5 6 -7 17 8 15 -11 13 12 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 28 25 26 -28 -29 -30 -31
leaf_value=4.8561147910312128 43043.579545454551 -41657.14875 -106439.64928977273 3405.1204427083339 3233.7335677083338 102651.00468750001 494.672213764302 -217712.32587500001 40004.715657552086 -14223.30078125 44957.01165068656 -136913.67650923296 15353.601644531251 -88.229166666666671 109027.16334375001 -23510.328895089289 51587.514531250003 -446.36760905698713 11864.145415177138 -56607.500647844587 -72850.046625000003 -874.19966592734818 -47930.608040102066 -48625.188401576452 44993.140059840429 -84579.779241071432 56874.043828124995 138778.459875 5580.9298554766738 -7805.6238721933187
leaf_weight=3927269 22 20 22 30 30 24 53110 25 21 32 33 22 25 21 25 35 20 90300 778 28 25 177 62 112 47 28 30 25 493 913
leaf_count=3927269 22 20 22 30 30 24 53110 25 21 32 33 22 25 21 25 35 20 90300 778 28 25 177 62 112 47 28 30 25 493 913
internal_value=0 -130.148 -17467 -43067.7 -121.389 37056.4 -132.561 -10978.6 -52041.7 -103473 15385.8 -15458.7 -55920.4 53258.3 72573.5 307.813 22575.2 -111.111 -411.616 9485.48 -499.698 -18741.2 -13081.3 390.318 585.916 37862.5 -11414 77557.5 -6469.8 -12265.9
internal_weight=0 146535 74 52 146461 44 146417 289 113 57 176 97 47 79 58 56 50 146128 91370 806 90564 264 239 54758 53240 130 58 72 1518 1025
internal_count=4073804 146535 74 52 146461 44 146417 289 113 57 176 97 47 79 58 56 50 146128 91370 806 90564 264 239 54758 53240 130 58 72 1518 1025
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=31
num_cat=0
split_feature=2 5 4 4 6 0 0 0 0 1 4 3 3 6 6 0 0 1 0 6 1 6 6 2 6 7 6 1 4 6
split_gain=2.57104e+11 2.12515e+12 6.07127e+12 1.75961e+13 2.72167e+13 2.37577e+13 2.73856e+13 1.58052e+13 3.1196e+13 2.12922e+13 3.66088e+13 1.80326e+13 1.74586e+13 1.80124e+13 1.63514e+13 1.56645e+13 1.31048e+13 1.27778e+13 1.57798e+13 1.69489e+13 1.6622e+13 1.33412e+13 1.60521e+13 1.27113e+13 2.28599e+13 1.17901e+13 1.50348e+13 1.84959e+13 1.77914e+13 1.69804e+13
threshold=915.50000000000011 3.5000000000000004 18.500000000000004 16.500000000000004 128.05000000000004 55.660117850000006 55.554045200000012 55.922096200000006 55.858844800000007 37.46219940000001 17.500000000000004 3.5000000000000004 13.500000000000002 95.045000000000016 80.030000000000015 55.972700350000004 55.988910100000005 37.768783500000005 55.667390500000003 108.05000000000001 37.873748150000004 108.05000000000001 112.00500000000001 75.000000000000014 103.03500000000001 6.0000000000000009 95.045000000000016 37.442254400000003 12.500000000000002 104.01000000000001
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 25 7 6 -6 8 9 10 23 -9 13 -10 -11 -13 -4 21 -19 20 -20 -16 -23 -5 -25 -3 -27 -28 -29 -30
right_child=-2 2 16 4 5 -7 -8 11 12 14 -12 15 -14 -15 17 -17 -18 18 19 -21 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=31.700841476516576 -11.238533514554018 2213.5231953671982 -4186.504974554281 18226.743771701389 -5694.8628515625005 -1631.3946375693045 -169198.91064918158 137896.15870028408 708.93223024764154 -49865.586655405408 154444.20970947266 85842.283895089291 33434.161740722659 -77310.286170708961 -6488.6651380813964 -3357.2868663194445 63466.143009159481 82942.703734110168 105624.43798466434 -49981.785083912044 9820.1836860795465 118541.7236328125 16454.098941814369 139187.57340856481 -1867.75685546875 7917.0532446083907 9008.0353133922908 -4195.547075452303 -75144.394650535221 -25838.388292106945
leaf_weight=666589 3394471 8235 2260 126 20 124 21 22 53 37 30 35 40 67 215 45 29 59 27 27 55 20 67 27 20 357 197 209 103 217
leaf_count=666589 3394471 8235 2260 126 20 124 21 22 53 37 30 35 40 67 215 45 29 59 27 27 55 20 67 27 20 357 197 209 103 217
internal_value=0 56.1564 1335.33 2356.62 14100.9 -23450.7 -89440.8 20475.4 16109.2 25098.4 52466 57716.8 -23780.3 -42851.8 14140.5 35667.5 -3329.39 19179.3 41286.2 18738.2 41365.5 6881.44 39922.5 34782 79164 923.553 -8885.23 -17147.5 -26887.8 -41708.8
internal_weight=0 679333 12744 10455 1137 165 41 972 870 710 203 102 160 120 507 80 2289 470 168 109 82 302 87 173 47 9318 1083 726 529 320
internal_count=4073804 679333 12744 10455 1137 165 41 972 870 710 203 102 160 120 507 80 2289 470 168 109 82 302 87 173 47 9318 1083 726 529 320
is_linear=0
shrinkage=0.1


Tree=4780
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 1 5 7 3 2 6 1 1 6 4 6 6 3 6 5 6 3 6 1 1 6 6 6
split_gain=2.5459e+11 4.3046e+12 1.33641e+13 4.2923e+13 2.68819e+13 1.64745e+13 1.78479e+13 2.00763e+14 4.89351e+13 4.53198e+13 2.47916e+13 1.63275e+13 1.61384e+13 1.61153e+13 2.34331e+13 1.91896e+13 1.715e+13 1.60856e+13 1.95694e+13 1.93942e+13 3.90681e+13 1.51417e+13 1.48178e+13 1.33017e+13 1.5752e+13 1.32725e+13 7.33869e+13 4.52176e+13 9.26476e+13 3.6351e+13
threshold=55.029726000000004 55.013931500000005 83.011163250000024 83.015546400000019 83.025426800000005 9.5000000000000018 55.014086100000007 82.941727000000014 2.5000000000000004 6.0000000000000009 5.5000000000000009 9651.0000000000018 39.995000000000012 60.307188350000011 60.770858000000011 32.005000000000003 3.5000000000000004 134.05000000000004 130.05000000000004 4.5000000000000009 122.65000000000002 3.5000000000000004 30.705000000000002 7.5000000000000009 75.605000000000004 82.918694400000007 82.886781200000016 59.815000000000005 70.50500000000001 94.02500000000002
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 5 -4 -5 13 7 8 9 -7 -10 -8 -9 16 -15 22 -3 18 19 25 -21 -19 -16 -6 -25 26 -17 -28 -29 -30
right_child=-2 2 3 4 23 6 11 12 10 -11 -12 -13 -14 14 15 17 -18 21 -20 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-13.507737022295851 -21.476624855845778 4594.3063841760404 35477.816265666654 7812.3895080033753 -6037.9774971463612 183068.91228448277 -84776.952581521749 -7030.4266041193596 122668.06506076391 46048.050236002608 255579.66413043477 -510.89999540921121 3575.1969825558367 87207.631517857139 2701.481103267367 4840.9861750671507 -22809.559618957803 75312.185859375008 74690.728808593747 600.35409439908619 134359.09857954548 -13421.462956249999 -20981.190489649511 22802.71473516812 -14400.20097538592 7987.6249977772404 22808.655366636413 177657.0442583476 8686.4257303489831 117695.9096361737
leaf_weight=1612301 2343880 482 422 4698 3167 29 23 1734 36 144 23 88768 8315 35 630 1026 434 20 44 2934 22 500 455 362 166 2691 241 73 106 43
leaf_count=1612301 2343880 482 422 4698 3167 29 23 1734 36 144 23 88768 8315 35 630 1026 434 20 44 2934 22 500 455 362 166 2691 241 73 106 43
internal_value=0 29.0988 613.121 4358.04 2793.34 309.73 -76.0067 3868.43 95837.5 69016.9 174481 -532.728 1745.15 4234.92 5546.04 5220.7 -8389.62 6975.11 8205.13 7795.18 1595.85 -10008.6 -7229.96 -3588.13 11106.3 12179.2 19754.5 52802.5 85363.3 40145.5
internal_weight=0 1.72992e+06 117623 8815 8393 108808 99072 10281 232 173 59 88791 10049 9736 8820 8785 916 7700 7180 7136 2956 520 1085 3695 528 4180 1489 463 222 149
internal_count=4073804 1729924 117623 8815 8393 108808 99072 10281 232 173 59 88791 10049 9736 8820 8785 916 7700 7180 7136 2956 520 1085 3695 528 4180 1489 463 222 149
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=31
num_cat=0
split_feature=6 3 4 6 0 1 6 0 3 1 0 5 1 1 2 1 0 0 4 6 1 6 7 3 6 6 4 1 5 6
split_gain=2.67677e+11 2.14942e+12 6.6474e+12 8.65263e+12 5.14351e+12 4.59983e+12 4.42965e+12 6.99271e+12 8.44691e+12 7.50845e+12 5.55651e+12 7.96497e+12 5.28176e+12 1.04672e+13 9.1637e+12 5.62269e+12 5.13342e+12 4.36615e+12 1.90963e+13 2.45625e+13 2.3823e+13 1.62795e+13 9.93396e+12 7.16877e+12 6.68804e+12 6.03353e+12 5.84455e+12 9.91793e+12 9.49378e+12 1.32768e+13
threshold=41.505000000000003 10.500000000000002 33.500000000000007 40.905000000000008 43.051287600000009 28.601854300000003 41.365000000000002 52.960348700000004 3.5000000000000004 38.066230450000006 55.050541250000002 1.5000000000000002 37.702956500000006 37.503969450000007 75.000000000000014 37.804148700000006 51.659529100000007 44.249882500000005 13.500000000000002 37.310000000000009 39.735861600000007 38.405000000000008 6.0000000000000009 23.500000000000004 29.015000000000004 38.995000000000012 14.500000000000002 39.763755750000009 1.5000000000000002 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 6 -4 -3 -6 -1 9 10 -8 -9 -12 13 -13 -15 -14 -11 18 19 22 21 -21 24 25 -7 26 27 -20 29 -28
right_child=-2 4 3 -5 5 17 7 8 -10 16 11 12 15 14 -16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=78.212511898492991 -17.59809469742315 -32992.847456868491 -9850.6475677813742 -73629.631088654904 -11439.420876601216 34400.76479867789 -10897.87268278089 -7992.9675559536481 4025.0984324932324 7382.8288026879736 6647.9435985744749 -8149.939516507663 37494.224045138886 -87023.485625000001 -2170.3644628906254 -3039.6524327221719 21540.804534058654 -267.04433864286915 -84075.139341517861 177675.72498139882 -7986.0958683894241 69841.489334542406 45142.923562167562 51297.173000000003 -23720.738425087067 -23007.085754971242 21053.777436523436 9145.0127734375001 37336.304275470895 -12984.127624217574
leaf_weight=1092973 2768799 48 283 23 367 26 173 1241 4274 926 1041 260 36 35 20 693 354 201235 21 21 26 42 47 25 83 127 175 25 73 332
leaf_count=1092973 2768799 48 283 23 367 26 173 1241 4274 926 1041 260 36 35 20 693 354 201235 21 21 26 42 47 25 83 127 175 25 73 332
internal_value=0 37.3375 92.3671 -14644.5 -261.967 -254.213 96.4591 2299.37 1084.16 8655.62 -2695.03 458.325 -5713.51 -16534 -56167.8 -1037.98 11298.4 -233.917 6282.52 30629.4 72549.4 105786 6713.56 -1384.57 -9856.89 -3133.63 898.208 -33412 3619.36 -1235.34
internal_weight=0 1.305e+06 1.10233e+06 306 202673 202625 1.10203e+06 9053 7600 1453 3326 2085 1044 315 55 729 1280 202258 1023 245 89 63 156 778 109 753 626 46 580 507
internal_count=4073804 1305005 1102332 306 202673 202625 1102026 9053 7600 1453 3326 2085 1044 315 55 729 1280 202258 1023 245 89 63 156 778 109 753 626 46 580 507
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 6 6 7 0 1 4 4 4 3 0 3 4 1 7 0 4 0 0 4 6 0 6 5 4 6
split_gain=2.89098e+11 1.51164e+12 1.19177e+13 2.15442e+13 1.58191e+13 1.43321e+13 2.37928e+13 1.7688e+13 1.98973e+13 2.27061e+13 2.02446e+13 5.14744e+13 1.68977e+13 2.67841e+13 1.6472e+13 1.16831e+13 1.24619e+13 1.08868e+13 1.29829e+13 1.8231e+13 2.71012e+13 1.06227e+13 1.32671e+13 1.14314e+13 1.00314e+13 9.79919e+12 8.96702e+12 3.0867e+13 2.39561e+13 8.58353e+12
threshold=9.5000000000000018 61.400814300000008 61.273924650000005 55.988910100000005 57.205086850000008 94.02500000000002 142.05000000000004 6.0000000000000009 55.145978450000008 61.335446300000008 4.5000000000000009 2.5000000000000004 8.5000000000000018 3.5000000000000004 55.214863500000007 2.5000000000000004 4.5000000000000009 61.29689960000001 6.0000000000000009 55.348830750000012 4.5000000000000009 55.123213100000008 55.173955500000005 2.5000000000000004 76.605000000000004 57.719618750000002 65.805000000000021 2.5000000000000004 6.5000000000000009 122.65000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 9 -7 11 -10 13 15 29 16 -8 24 19 21 -21 -19 23 -23 -4 -6 -25 28 -28 -12
right_child=-2 -3 3 4 25 6 12 -9 10 -11 14 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-18.54550920772623 24.813080374373492 -193.95864208470064 8254.0935275804259 -16256.935817606931 20550.97928164421 65748.913299560547 7459.181966145833 -11288.062473551434 -4321.1283125 -54694.65483181423 33696.010940681932 189967.04270182294 51905.880092075895 -105126.86625844595 -38871.97488425926 43357.95773555871 -94447.282617187506 -4802.1459702252623 -10130.478082331711 119442.01877663353 4004.1407581257372 -23099.564179021661 1689.4001860383514 8093.4956440972819 37698.596440881447 -24791.375144082995 177544.26356534092 12209.128313830892 29969.714302201704 77132.407169315731
leaf_weight=1438772 2181312 427850 1301 1012 218 24 30 96 25 45 211 30 28 37 27 33 20 1986 867 33 53 110 16199 2969 127 61 22 226 22 58
leaf_count=1438772 2181312 427850 1301 1012 218 24 30 96 25 45 211 30 28 37 27 33 20 1986 867 33 53 110 16199 2969 127 61 22 226 22 58
internal_value=0 -28.5999 19.7046 2147 -10444.8 2808.38 17300.2 27438.1 36289.7 -12801.2 45940.1 101654 -18045.2 -34367.1 35587.8 -2823.59 -33303.4 2406.01 1868.34 2349.52 48300.1 2166 2873.94 8603.53 10872.8 10637.4 9680.2 27128 103757 43061.5
internal_weight=0 1.89249e+06 1.46464e+06 25870 1291 24579 664 516 420 69 351 55 148 120 296 83 50 23915 22487 21620 86 21534 19548 3349 1428 279 3239 270 44 269
internal_count=4073804 1892492 1464642 25870 1291 24579 664 516 420 69 351 55 148 120 296 83 50 23915 22487 21620 86 21534 19548 3349 1428 279 3239 270 44 269
is_linear=0
shrinkage=0.1


Tree=4783
num_leaves=31
num_cat=0
split_feature=6 0 6 0 5 1 3 4 5 1 3 4 6 0 6 3 6 1 3 3 4 3 3 4 5 4 6 5 1 4
split_gain=2.66225e+11 3.30209e+12 1.54408e+13 2.50695e+13 3.05276e+13 9.63907e+13 2.89368e+13 6.56286e+13 3.37751e+13 2.41317e+13 1.40656e+13 2.06021e+13 1.3673e+13 1.2288e+13 2.32227e+13 2.76872e+13 1.46123e+13 2.03831e+13 1.34607e+13 1.15238e+13 1.13168e+13 2.12803e+13 1.1532e+13 1.06361e+13 1.05685e+13 2.66077e+13 1.4696e+13 2.4528e+13 8.53985e+13 1.11565e+13
threshold=134.05000000000004 59.91832440000001 138.05000000000004 60.01610465000001 3.5000000000000004 30.323041000000003 3.5000000000000004 4.5000000000000009 4.5000000000000009 30.303340300000002 2.5000000000000004 9.5000000000000018 168.45000000000002 59.864072000000007 138.05000000000004 2.5000000000000004 142.05000000000004 30.315889700000003 11.500000000000002 2.5000000000000004 5.5000000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 6.5000000000000009 142.05000000000004 4.5000000000000009 30.323041000000003 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 4 5 -3 7 -6 -9 -8 11 12 -4 -2 18 23 -17 -18 19 -15 22 -22 -5 -16 26 -26 27 29 -29 -12
right_child=1 2 10 20 6 -7 9 8 -10 -11 24 -13 -14 14 15 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.1377349997699344 404.00240752371298 -6020.706171875001 23391.930564980612 7279.9651785714295 51892.714135742193 -245019.47662037041 -34000.384243539665 -207361.80949074076 -42455.367391304346 73471.602951388893 -81783.645454545462 94015.844254032258 -12976.868683817302 47742.904625000003 -14444.106997282608 104089.47804687501 74920.675045955883 -18819.473715753425 16450.031577845984 141964.09114583334 -81377.08648726852 30919.488760087756 102843.87448199728 -108671.55343750001 -705.90132037152307 90313.114418068915 -2896.011277220784 31074.6678125 -239067.62357954547 -6104.0937169692097
leaf_weight=4045514 25782 45 274 28 32 27 39 27 23 45 22 31 166 25 23 20 34 73 35 27 27 45 23 25 182 39 954 25 22 170
leaf_count=4045514 25782 45 274 28 32 27 39 27 23 45 22 31 166 25 23 20 34 73 35 27 27 45 23 25 182 39 954 25 22 170
internal_value=0 305.699 -3373.28 -22319.9 -41264.4 -95645.2 -17677.5 -59935.1 -131505 23573.9 255.228 15222.3 9670.97 622.969 22170.3 1178.67 25632.1 10967.1 64394.9 96665.4 14336.9 -11191.7 50377.4 -63520.9 -4730.28 15356.3 -8451.26 -30625.8 -95374.9 -14775.7
internal_weight=0 28290 2246 361 238 72 166 82 50 84 1885 471 440 26044 262 175 127 107 87 52 123 72 51 48 1414 221 1193 239 47 192
internal_count=4073804 28290 2246 361 238 72 166 82 50 84 1885 471 440 26044 262 175 127 107 87 52 123 72 51 48 1414 221 1193 239 47 192
is_linear=0
shrinkage=0.1


Tree=4784
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 6 1 0 4 6 3 3 3 1 6 6 1 4 1 6 6 3 3 1 0 4 6 5
split_gain=2.64787e+11 1.28553e+13 3.51954e+13 1.48855e+14 2.15348e+14 8.6945e+13 8.33445e+13 7.43731e+13 9.40242e+13 6.99366e+13 5.2285e+13 5.05081e+13 4.99085e+13 4.8667e+13 4.85729e+13 4.65914e+13 4.24646e+13 4.10237e+13 4.18536e+13 3.98482e+13 3.8727e+13 3.61979e+13 1.01782e+14 1.09003e+14 3.43973e+13 3.41954e+13 1.46999e+14 7.74284e+13 5.23539e+13 4.53282e+13
threshold=55.660117850000006 55.633951400000008 37.503969450000007 37.46219940000001 37.442254400000003 37.71815560000001 37.755233900000007 93.050000000000011 37.488790500000007 55.649510000000014 6.5000000000000009 81.02500000000002 16.500000000000004 2.5000000000000004 15.500000000000002 49.111590500000005 48.810000000000009 71.715000000000018 38.011626600000007 10.500000000000002 37.768783500000005 100.05000000000001 81.02500000000002 7.5000000000000009 1.5000000000000002 37.401708450000008 55.649510000000014 15.500000000000002 65.410000000000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 10 8 13 12 -7 -4 -10 -5 16 17 -15 -8 20 -3 21 22 24 -24 -19 -21 -27 28 29 -28
right_child=-2 2 5 7 -6 6 15 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 25 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=5.1099452584964489 29.405994366969004 -14180.037339492283 -16569.966814862539 10491.858016610362 -202180.13773584907 175377.50971235798 -3798.6253681385965 -120169.09924665181 56217.695710081702 -54828.027455520634 20045.698139011034 28482.094398662863 -99931.617527173919 42112.885183828854 -5840.693831073113 7355.2029076342696 115206.58173511797 -146812.34388020833 -103162.85640751009 4614.6336605112538 -9121.5383432318249 48868.729963235295 -50715.916377314818 -343613.94487304689 -20705.717782355881 -66488.086904965749 40866.402735653224 -18206.676333069103 91255.123965409875 -51775.646992722606
leaf_weight=2294926 1748131 1718 5801 111 53 22 6339 28 186 128 1444 260 23 108 53 3083 301 24 62 8474 980 34 27 24 219 365 191 478 138 73
leaf_count=2294926 1748131 1718 5801 111 53 22 6339 28 186 128 1444 260 23 108 53 3083 301 24 62 8474 980 34 27 24 219 365 191 478 138 73
internal_value=0 -22.1035 -2053.29 2054.35 -1072.61 -4840 4.33325 40357.9 45297.2 3383.02 22376.7 -14637.4 39033.8 69948.4 84233.4 -3034.76 95905.6 -7189.94 -22881.6 -140.664 -19076.2 -48818.8 -60116 -188550 -33160.7 2341.04 -13134 8995.77 41341 15249.5
internal_weight=0 2.32567e+06 30747 12428 11490 18319 12258 938 910 337 1466 6061 209 573 462 10792 409 7709 1370 11437 1308 328 294 51 243 9719 1245 880 402 264
internal_count=4073804 2325673 30747 12428 11490 18319 12258 938 910 337 1466 6061 209 573 462 10792 409 7709 1370 11437 1308 328 294 51 243 9719 1245 880 402 264
is_linear=0
shrinkage=0.1


Tree=4785
num_leaves=31
num_cat=0
split_feature=2 0 5 6 1 6 0 0 6 6 0 3 1 4 4 4 1 0 1 1 6 1 4 6 6 6 4 4 4 6
split_gain=3.38475e+11 2.26997e+12 7.92282e+12 1.03112e+13 1.74126e+13 1.16187e+13 1.68028e+13 1.87079e+13 1.55218e+13 3.04142e+13 2.21005e+13 2.34985e+13 1.38144e+13 1.04245e+13 1.05874e+13 2.38063e+13 1.47842e+13 1.42409e+13 9.7813e+12 2.29468e+13 2.2435e+13 2.15944e+13 2.66411e+13 2.2495e+13 2.11974e+13 2.45018e+13 2.40012e+13 4.07324e+13 2.49263e+13 3.33327e+13
threshold=915.50000000000011 55.988910100000005 2.5000000000000004 73.00500000000001 38.166910000000009 74.015000000000015 56.385857200000011 56.342669500000007 81.705000000000013 86.030000000000015 56.228352100000002 3.5000000000000004 38.066230450000006 5.5000000000000009 9.5000000000000018 12.500000000000002 37.475446350000006 56.324067350000007 37.858952300000006 37.957884500000006 88.825000000000003 37.843405600000004 11.500000000000002 84.810000000000016 58.305000000000007 87.015000000000015 9.5000000000000018 15.500000000000002 19.500000000000004 84.810000000000016
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 5 -5 7 8 12 -10 11 -11 13 -7 17 -16 -17 -15 20 -20 21 -4 -23 -24 -21 26 -26 -28 29 -29
right_child=-2 2 18 4 -6 6 -8 -9 9 10 -12 -13 -14 14 15 16 -18 -19 19 24 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=115.51895204477189 -12.894918469020595 -1002.1843295500074 4270.0467324665033 -39489.636779386237 53881.367457932691 62066.581777343752 68190.689742476854 -50986.098130942293 -59231.847125099965 -41936.609882812503 -31490.973988970592 87078.022151692712 33666.316581587358 19195.90818359375 75629.297798295462 57901.5341796875 -36441.964814851723 -84592.334975961538 -17540.697551408601 22624.514605977623 -9200.3849434674903 10637.450459611526 68864.596278686528 -43623.008281250004 -2229.0807553902778 17769.416130976526 -64639.625860278182 80925.445838216154 -63709.556297348492 -48172.723111979169
leaf_weight=630119 3394471 37444 5580 153 39 20 27 106 127 20 68 48 132 20 33 20 98 39 790 415 1111 436 160 20 1516 496 173 60 33 30
leaf_count=630119 3394471 37444 5580 153 39 20 27 106 127 20 68 48 132 20 33 20 98 39 790 415 1111 436 160 20 1516 496 173 60 33 30
internal_value=0 64.4329 -589.655 -1263.22 -11551.7 -14352.9 -9279.17 -12140.6 -5552.37 -24041.1 8820.78 49132.5 7880.08 -6918.98 -13489 546.258 -20451.5 -49409.9 1800.43 -2535.83 3885.18 6231.55 23999.7 56366 1817.4 -1923.91 -7314.58 -33360.6 10633.6 37892.7
internal_weight=0 679333 49214 38394 950 911 758 731 625 263 136 68 362 230 210 151 118 59 10820 3513 7307 6196 616 180 2723 2308 1812 296 123 90
internal_count=4073804 679333 49214 38394 950 911 758 731 625 263 136 68 362 230 210 151 118 59 10820 3513 7307 6196 616 180 2723 2308 1812 296 123 90
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 6 4 0 6 4 6 4 6 6 6 4 4 4 6 7 3 4 3 6 6 3 0 6
split_gain=2.85832e+11 4.97439e+12 8.49843e+12 9.68313e+12 1.67309e+13 4.84834e+13 2.26291e+13 1.63846e+13 1.71552e+13 2.12244e+13 2.10867e+13 4.7075e+13 3.70505e+13 2.16444e+13 1.92886e+13 1.66618e+13 1.59755e+13 1.64857e+13 3.76455e+13 2.22092e+13 3.14633e+13 1.61536e+13 3.60373e+13 3.16355e+13 4.25743e+13 2.52957e+13 3.10927e+13 1.84664e+13 1.93246e+13 3.83707e+13
threshold=38.166910000000009 38.247071200000008 56.520242650000007 56.288960650000007 55.667390500000003 9.5000000000000018 55.801384500000005 19.050000000000004 4.5000000000000009 56.342669500000007 79.710000000000022 11.500000000000002 91.02500000000002 17.500000000000004 37.310000000000009 27.215000000000003 75.010000000000005 30.500000000000004 26.500000000000004 23.500000000000004 56.205000000000005 6.0000000000000009 14.500000000000002 14.500000000000002 5.5000000000000009 60.910000000000004 49.010000000000012 8.5000000000000018 56.309668500000008 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 3 4 -2 -6 -7 -5 9 14 15 12 -12 -13 -9 -10 17 18 19 21 -21 22 27 24 -23 26 -25 28 29 -17
right_child=1 -3 -4 7 5 6 -8 8 10 -11 11 13 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=41.44192922988411 -692.41498622040194 -7.1832925799870102 -39035.11458760246 -84017.14091331845 -1807.3148286371729 -53854.847792415989 -18505.991035813553 15103.63816315407 80289.447708333333 2652.3662207404136 205388.87423377406 -91389.716964285719 29061.46231134588 41916.020070043101 -63218.358550764562 33797.728032075996 -58166.040940504812 -69694.077863802231 124838.92822627316 13733.169279233871 -133923.6072337963 29171.18523015203 106862.06190257352 27339.296608072917 202425.79447180708 62475.756924066314 -123661.73996093751 -29420.060255889894 -2745.4298349734022 -31323.710197732304
leaf_weight=1181580 9960 2876335 61 21 2441 265 572 43 30 311 26 21 22 29 117 454 39 28 27 31 27 37 34 30 23 41 25 160 901 113
leaf_count=1181580 9960 2876335 61 21 2441 265 572 43 30 311 26 21 22 29 117 454 39 28 27 31 27 37 34 30 23 41 25 160 901 113
internal_value=0 -16.9306 -1781.45 -1637.87 -2731.91 -8928.8 -29697.7 3953.98 4673.09 -12573.7 8544.99 53835.1 124572 -14072.4 -42169.3 6325.77 5199.42 6479.2 7599.98 5912.64 -55003.6 7856.06 4968.15 38623.5 95585.5 3022.31 -41297.5 2840.14 6356.24 20819.4
internal_weight=0 2.89222e+06 15889 15828 13238 3278 837 2590 2569 471 2098 98 48 50 160 2000 1970 1931 1903 1876 58 1818 1662 156 60 96 55 1628 1468 567
internal_count=4073804 2892224 15889 15828 13238 3278 837 2590 2569 471 2098 98 48 50 160 2000 1970 1931 1903 1876 58 1818 1662 156 60 96 55 1628 1468 567
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=31
num_cat=0
split_feature=2 1 0 1 3 0 1 4 6 0 1 1 7 1 4 7 4 1 6 4 3 3 6 3 3 0 1 3 0 4
split_gain=2.76256e+11 2.15707e+12 1.2124e+13 1.66635e+13 1.53576e+13 8.58759e+12 3.73263e+13 2.44983e+13 2.20212e+13 2.11693e+13 3.49722e+13 5.00595e+13 3.74586e+13 1.90019e+13 3.79988e+13 2.52332e+13 2.66788e+13 2.48238e+13 1.97344e+13 2.50006e+13 3.64875e+13 2.4054e+13 1.69837e+13 1.53583e+13 1.52382e+13 1.46489e+13 1.32597e+13 1.94092e+13 1.59781e+13 2.42635e+13
threshold=915.50000000000011 37.343102500000008 56.638205000000006 37.957884500000006 5.5000000000000009 55.554045200000012 37.318079750000003 3.5000000000000004 73.00500000000001 55.568628050000008 37.290808600000013 37.234509300000006 6.0000000000000009 37.290808600000013 18.500000000000004 6.0000000000000009 29.500000000000004 37.234509300000006 49.485000000000007 16.500000000000004 8.5000000000000018 9.5000000000000018 63.415000000000006 2.5000000000000004 10.500000000000002 55.539595350000006 36.865631950000008 11.500000000000002 55.520061350000013 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 -4 6 13 25 -9 10 11 12 -7 14 17 -15 18 26 -17 20 -20 -21 -13 -12 -16 -8 28 -28 -1 -30
right_child=-2 2 3 -5 -6 9 7 8 -10 -11 23 22 -14 15 24 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=347.05331040925108 -11.649594798131423 140.33808204985468 -17794.472993697949 47886.79375791808 -107653.22475585938 -12803.143404343195 30787.100398763021 -37463.89862141927 -131874.42489536831 -570.47851253416854 -67373.05906042589 33451.795590948437 -92371.502192164189 5213.7519355910445 24888.12743252841 21432.088414447077 -70153.851494565228 -25726.329831352923 67266.798667868585 82331.220753479007 215768.99393601192 -37624.680150669643 -9990.7766241355021 -25029.262336959408 135255.88240167027 -30682.278183322484 5265.953042335801 42554.253195884972 -40583.343856259307 30612.638489163306
leaf_weight=7022 3394471 588837 388 37 20 506 84 210 28 75164 113 343 67 1006 22 226 23 334 78 32 21 35 122 354 29 72 3743 145 210 62
leaf_count=7022 3394471 588837 388 37 20 506 84 210 28 75164 113 343 67 1006 22 226 23 334 78 32 21 35 122 354 29 72 3743 145 210 62
internal_value=0 58.2103 127.869 -16371.9 -22199.3 -397.625 1939.82 -28383 -48571 -805.608 -12548.6 -2323.88 -22106.9 2859.68 1519.04 13772.6 34520 1137.61 40661.6 66841.5 98767.3 19667.7 22054 -35275.2 87646.3 2416.62 1940.02 6656.59 -574.103 -24354.8
internal_weight=0 679333 589282 445 408 90051 13382 394 238 76669 1505 1038 573 12988 11567 1421 415 11516 392 166 99 67 465 467 51 156 11182 3888 7294 272
internal_count=4073804 679333 589282 445 408 90051 13382 394 238 76669 1505 1038 573 12988 11567 1421 415 11516 392 166 99 67 465 467 51 156 11182 3888 7294 272
is_linear=0
shrinkage=0.1


Tree=4788
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 6 6 3 6 6 0 7 4 6 4 1 4 4 4 1 1 1 1 1 1 6 6 3 1 6
split_gain=2.8278e+11 4.61884e+12 1.57458e+13 1.54345e+13 9.10216e+13 3.57415e+13 2.60331e+13 2.53265e+13 1.54371e+13 1.4543e+13 1.3015e+13 1.12145e+14 6.27239e+13 5.96463e+13 6.38458e+13 9.1949e+13 5.82757e+13 1.82467e+14 7.86357e+13 7.80586e+13 7.02774e+13 4.9003e+13 1.13335e+14 5.8296e+13 4.87581e+13 4.54597e+13 3.89766e+13 4.02906e+13 3.30924e+13 4.14948e+13
threshold=36.000000000000007 55.554045200000012 37.131181300000009 37.563506350000004 55.520061350000013 50.795000000000009 87.395000000000024 13.500000000000002 79.015000000000015 50.010000000000012 55.568628050000008 6.0000000000000009 30.500000000000004 51.015000000000008 14.500000000000002 37.425454150000007 15.500000000000002 16.500000000000004 14.500000000000002 37.46219940000001 37.488790500000007 37.488790500000007 37.475446350000006 37.290808600000013 37.543519500000009 52.015000000000008 57.995000000000012 5.5000000000000009 37.475446350000006 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 3 9 -1 6 -6 7 8 -5 -3 11 12 13 -4 15 -15 18 20 21 -19 28 22 23 -13 -21 -16 -17 -28 -18 -30
right_child=-2 2 10 4 5 -7 -8 -9 -10 -11 -12 16 -14 14 25 26 17 19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-793.73604227662702 7.2993650692060825 14782.237692168266 11365.770875847929 9423.7797160134396 -14747.668369282157 -79388.808232204872 -68719.297884114596 -32326.413718995849 61602.990464907794 99742.81654094829 -136.13419267005335 19329.871888077079 -17266.801711631684 -111307.86505681819 155441.98180803572 5668.2173999683282 83661.78989029552 82571.24217909947 -39858.756031942248 -21091.489716449094 -2293.6345079721896 -43239.109229485141 43390.074862836685 -22295.338450425472 4947.3557914149915 25524.311808843762 158189.88970905173 75874.397252017166 50705.727064050705 -22421.327259114583
leaf_weight=18440 3783399 66 930 804 138 225 48 143 61 29 260612 463 332 22 28 37 246 93 790 1762 318 277 497 1231 1215 707 116 122 563 90
leaf_count=18440 3783399 66 930 804 138 225 48 143 61 29 260612 463 332 22 28 37 246 93 790 1762 318 277 497 1231 1215 707 116 122 563 90
internal_value=0 -95.0962 12.9532 -1567.09 -11616.9 -54814.5 3232.29 6658.56 13103.5 40717.6 -1.34488 3568.91 22930.8 29732.9 46284.6 85413 -2317.94 5343.55 -12399.2 -7645.94 38110.8 -3609.48 1400.75 -10918.4 -10464.3 30473.6 101151 115995 52402.9 40627
internal_weight=0 290405 270546 19859 1419 363 1056 1008 865 95 270451 9839 2294 1962 1032 297 7545 4287 3258 3070 1217 2468 2191 1694 2977 735 275 238 899 653
internal_count=4073804 290405 270546 19859 1419 363 1056 1008 865 95 270451 9839 2294 1962 1032 297 7545 4287 3258 3070 1217 2468 2191 1694 2977 735 275 238 899 653
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 6 6 2 0 1 0 1 6 6 6 0 0 6 1 1 4 0 1 1 1 6 1 6 3 6
split_gain=2.73584e+11 1.65887e+12 6.71931e+12 4.89876e+12 9.18922e+12 1.52957e+13 5.02403e+12 4.76956e+12 4.50027e+12 4.15467e+12 3.64001e+12 7.41709e+12 6.98574e+12 1.45363e+13 5.89765e+12 3.61547e+12 9.21099e+12 8.0741e+12 7.49619e+12 1.22721e+13 9.16421e+12 7.04805e+12 2.04337e+13 1.39084e+13 6.77833e+12 6.36009e+12 2.07826e+13 6.17111e+12 6.09803e+12 5.70494e+12
threshold=2.5000000000000004 57.634352600000007 58.010305850000002 39.803839700000005 39.366401150000009 66.990000000000023 62.995000000000012 6082.0000000000009 57.174562350000009 28.601854300000003 57.205086850000008 65.64204770000002 74.015000000000015 99.050000000000011 122.65000000000002 59.933037250000005 59.905532300000012 51.405000000000008 30.509101000000005 30.303340300000002 1.5000000000000002 60.002985000000002 30.345769800000003 30.370944000000005 30.624707450000006 103.03500000000001 30.410676000000006 41.505000000000003 1.5000000000000002 82.905000000000015
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 8 3 4 6 -6 -3 -5 -1 -8 12 14 -10 -14 -12 16 25 27 19 -17 -21 22 -22 -23 -20 -4 -27 -18 -19 -26
right_child=-2 2 15 7 5 -7 9 -9 10 -11 11 -13 13 -15 -16 18 17 28 24 20 21 23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=175.502065658562 -4.3605449957137141 -2718.2687882007872 2345.5473020117638 -10620.429597943514 9185.1050193584069 91617.2643828125 -1309.1243505859375 -897.13286591176131 6221.8174557362436 -59768.949943296371 4054.9008469468763 -57625.701862792979 107471.79393682066 10784.074527994793 -43835.805528846162 -2381.540999547949 30078.037424538357 96013.030298913058 27632.135579004182 30514.083593750001 -105876.9769440407 28177.001307091345 -2137.3256204044119 -42747.539592927635 -927.28679193402229 -109860.29321986607 18167.285786437988 -28739.982760416664 30774.549629934208 17850.409195963541
leaf_weight=97540 3961637 280 3452 1489 226 25 20 763 230 31 2341 20 23 48 26 593 44 23 89 23 43 39 34 95 4381 21 32 30 38 168
leaf_count=97540 3961637 280 3452 1489 226 25 20 763 230 31 2341 20 23 48 26 593 44 23 89 23 43 39 34 95 4381 21 32 30 38 168
internal_value=0 154.011 -960.244 -5212.49 2965.86 17395.5 -7976.24 -7326.08 286.739 -36843.5 4323.21 3016.45 14686.1 42105.4 3528.85 363.3 2804.97 28436.8 -1262.99 -10033.8 -29425.9 -35959.7 -60069.9 -22105.3 300.924 1817.72 -32560.6 6232.89 55372.7 -233.804
internal_weight=0 112167 11939 2834 582 251 331 2252 100228 51 2688 2387 301 71 2367 9105 3640 135 5465 827 234 211 77 134 4638 3505 53 74 61 4549
internal_count=4073804 112167 11939 2834 582 251 331 2252 100228 51 2688 2387 301 71 2367 9105 3640 135 5465 827 234 211 77 134 4638 3505 53 74 61 4549
is_linear=0
shrinkage=0.1


Tree=4790
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 4 0 1 4 0 0 3 1 0 1 3 1 3 0 1 4 4 4 7 0 4 4 2 0 1
split_gain=2.67524e+11 8.79983e+12 6.10607e+12 3.84458e+13 2.39842e+13 1.41519e+13 2.3511e+13 1.10624e+13 2.85783e+13 1.51421e+13 9.20432e+13 5.85107e+13 2.57809e+13 1.38856e+13 2.27349e+13 1.5321e+13 2.06364e+13 1.80141e+13 1.71506e+13 1.34175e+13 9.87497e+12 1.18798e+13 2.15021e+13 1.79664e+13 1.58785e+13 1.17045e+13 3.99983e+13 2.4407e+13 1.57383e+13 1.35216e+13
threshold=65.805000000000021 66.010000000000005 37.488790500000007 37.475446350000006 55.721784200000009 24.500000000000004 55.685785750000008 37.702956500000006 4.5000000000000009 55.759969450000007 55.737027400000009 3.5000000000000004 37.517483500000004 55.696737300000009 37.649344350000007 7.5000000000000009 37.649344350000007 13.500000000000002 55.579943700000008 37.729575300000008 22.500000000000004 20.500000000000004 18.500000000000004 6.0000000000000009 55.737027400000009 6.5000000000000009 8.5000000000000018 2632.5000000000005 59.91832440000001 30.315889700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 13 -12 -11 15 -15 18 17 -17 -10 -9 21 22 25 24 -23 28 27 -27 -2 -30
right_child=1 -3 7 4 -6 6 -8 19 9 12 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=13.219207372215179 -82.557786732270657 2.9420398734721234 77675.467897727271 140221.34173583984 16803.685609879034 132116.70864257813 14792.448330662395 27555.910749665316 -13335.612057034474 -53264.021547910401 -20786.060807291666 -220227.78174342104 9103.8242635709539 104644.70254687501 -34739.682954545453 59624.638794309707 -56406.266445312503 -24531.99064405488 -77116.932712053575 -2374.8865024990023 -25281.36965888301 -70152.654230291198 -41582.058515388737 81186.284768880214 32441.356213378909 158901.18441406253 774.13232141787068 39436.245233050853 -66953.735938581638 -11479.211975344264
leaf_weight=3217595 381 833748 33 32 31 20 117 151 106 83 24 38 329 25 22 67 40 41 70 18435 158 22 124 45 48 20 1703 118 79 99
leaf_count=3217595 381 833748 33 32 31 20 117 151 106 83 24 38 329 25 22 67 40 41 70 18435 158 22 124 45 48 20 1703 118 79 99
internal_value=0 -49.6772 -2002.89 2198.94 79492 539.276 31920.1 -2649.88 -13618.6 -17183.9 -30241.7 -143025 -3460.57 -11393.9 39400.9 -18762.3 4951.27 27676.3 -38703.2 -2131.72 -997.789 456.097 -976.057 31888.8 197.524 1121.92 4970.04 56750 -11551.4 -36099.9
internal_weight=0 856209 22461 2997 63 2934 137 19464 878 845 433 62 412 371 47 324 148 108 176 18586 2797 2639 2524 115 70 2400 1841 138 559 178
internal_count=4073804 856209 22461 2997 63 2934 137 19464 878 845 433 62 412 371 47 324 148 108 176 18586 2797 2639 2524 115 70 2400 1841 138 559 178
is_linear=0
shrinkage=0.1


Tree=4791
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 3 3 1 1 1 6 5 1 1 6 6 4 1 0 4 6 6 6 7 6 4 1 6 6 5
split_gain=2.62528e+11 3.05615e+12 1.6008e+13 8.11283e+12 7.59845e+12 7.91918e+12 9.4291e+12 5.79723e+12 6.1163e+12 6.04229e+13 4.89912e+13 2.20063e+13 2.0085e+13 1.73609e+13 1.70811e+13 1.52281e+13 2.2726e+13 3.71219e+13 2.44735e+13 2.31227e+13 3.02455e+13 2.23312e+13 1.50965e+13 1.86113e+13 1.28519e+13 1.16191e+13 1.60231e+13 1.49941e+13 4.52312e+13 1.49414e+13
threshold=56.067362750000008 55.897267000000006 3930.5000000000005 59.999510900000011 26.500000000000004 15.500000000000002 8.5000000000000018 94.478249850000012 91.443676550000006 38.066230450000006 58.045000000000009 4.5000000000000009 50.815483650000004 37.978059650000013 40.015000000000008 73.00500000000001 5.5000000000000009 38.011626600000007 55.910578700000009 13.500000000000002 104.01000000000001 104.01000000000001 67.91500000000002 6.0000000000000009 77.565000000000012 7.5000000000000009 37.131181300000009 125.02000000000002 134.05000000000004 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 -1 4 -4 7 6 -6 8 9 13 14 12 -12 25 -11 22 17 -17 21 20 24 -18 -15 -24 -20 27 -27 29 -29 -3
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 15 -16 16 18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=6.8862917644534285 41.352863131057973 1679.5257255797542 -9345.4749294148896 -34627.73953634208 42882.116845703131 55704.662396364802 -31246.148896748313 -32308.3977830318 467.70846182591458 522.53001722705608 -18428.251009188629 -117912.88146158855 -54208.015964170947 4186.969292155989 -9843.2207661929278 -102776.64539473684 6770.1903802565594 37942.370016891895 86092.454104132412 20171.586819050375 171344.12227376303 -102830.7808779762 -8324.3723185074468 -77662.154522569443 24113.557261224443 6676.1952803956565 -1586.5485502289741 159416.67311197918 8487.9069565217396 -77282.901877848301
leaf_weight=2820904 1115010 15739 462 175 32 49 37 57 50244 3136 1786 24 172 6273 3224 38 162 37 57 277 24 21 277 45 81 2456 52842 24 115 24
leaf_count=2820904 1115010 15739 462 175 32 49 37 57 50244 3136 1786 24 172 6273 3224 38 162 37 57 277 24 21 277 45 81 2456 52842 24 115 24
internal_value=0 -15.5837 -475.266 -16291.2 -401.863 24963.1 3132.18 -423.689 -410.431 -918.541 -9010.12 -22737.9 -21571.3 -58.581 -4732.06 4588.61 18645.5 -33355.3 24915.7 37722.7 67732.9 -5806.97 3102.99 -18014.4 49713.5 -534.527 -1219.57 1847.65 34547.6 1559.3
internal_weight=0 2.95879e+06 137890 637 137253 118 69 137135 137078 86834 8342 1982 1958 78492 6360 7292 697 75 622 439 162 183 6595 322 138 71200 55298 15902 139 15763
internal_count=4073804 2958794 137890 637 137253 118 69 137135 137078 86834 8342 1982 1958 78492 6360 7292 697 75 622 439 162 183 6595 322 138 71200 55298 15902 139 15763
is_linear=0
shrinkage=0.1


Tree=4792
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 3 4 6 4 3 0 0 4 0 0 6 6 4 4 4 0 1 0 1 0 6 1 1 4 1
split_gain=2.85598e+11 2.24895e+12 8.09109e+12 1.29447e+13 1.1334e+13 1.45829e+13 1.68722e+13 1.45181e+13 1.44017e+13 3.42196e+13 2.33133e+13 1.97659e+13 3.11953e+13 2.36874e+13 1.14147e+13 9.68471e+12 7.43737e+12 1.9192e+13 4.59351e+13 2.76614e+13 2.07081e+13 1.97466e+13 1.69135e+13 2.27868e+13 1.55778e+13 1.30565e+13 2.04184e+13 2.73321e+13 2.15112e+13 1.63808e+13
threshold=915.50000000000011 149.05000000000004 37.131181300000009 55.702806750000008 55.595177750000005 6.5000000000000009 9.5000000000000018 168.45000000000002 13.500000000000002 10.500000000000002 55.812023600000011 55.93962770000001 8.5000000000000018 55.801384500000005 55.850146250000009 168.45000000000002 130.05000000000004 5.5000000000000009 8.5000000000000018 4.5000000000000009 55.633951400000008 37.600779750000008 55.883833400000007 37.290808600000013 55.768246800000007 134.05000000000004 37.586700500000006 37.517483500000004 24.500000000000004 36.865631950000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 8 11 10 -10 12 13 -6 -11 -7 -1 19 20 22 -19 -21 23 -18 -22 -20 27 29 -28 -27
right_child=-2 2 4 -5 7 15 -8 -9 9 14 -12 -13 -14 -15 -16 -17 17 18 25 21 24 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=64.73143857228267 -11.844930360311935 45299.412180397732 -10821.204715191117 -41554.134905849358 -14495.073951480264 -100207.89143518519 79525.02099609375 2670.37405699385 -122646.86624023438 101890.08830818966 5376.488162878788 -8909.7423314144744 163650.42211745691 95099.431897865856 20706.915370639537 -13831.904765625002 -37910.061168981483 25738.091719563803 -18157.83372428063 30527.771109375004 -152040.25965909092 163839.29242187503 -46358.555156250004 83618.502343750006 -60895.131388410438 -66068.571250000008 -26320.124649325287 133027.80533854169 73219.723375000001 30680.884271763396
leaf_weight=677254 3394471 22 149 78 38 27 24 470 25 29 33 38 29 41 43 25 27 24 303 25 22 20 50 36 127 20 165 24 25 140
leaf_count=677254 3394471 22 149 78 38 27 24 470 25 29 33 38 29 41 43 25 27 24 303 25 22 20 50 36 127 20 165 24 25 140
internal_value=0 59.1864 4637.99 -22446.4 7427.32 -12245.2 1712.38 13360.7 31565.3 7357.4 -49806 53120.2 74945.6 42383.1 53405.7 -58681 51.9563 -8531.39 -14480.5 23473.1 -60467.4 89777.3 -2931.27 31534.8 -74352.8 -2729 9770.83 33514.2 -13222.8 18587.2
internal_weight=0 679333 1071 100 971 225 173 746 276 130 58 146 108 79 72 52 678262 1008 850 158 173 45 113 63 149 677 374 184 190 160
internal_count=4073804 679333 1071 100 971 225 173 746 276 130 58 146 108 79 72 52 678262 1008 850 158 173 45 113 63 149 677 374 184 190 160
is_linear=0
shrinkage=0.1


Tree=4793
num_leaves=31
num_cat=0
split_feature=0 2 2 0 4 4 0 1 0 0 4 1 6 1 6 4 4 4 5 1 6 0 4 6 1 7 6 7 5 6
split_gain=2.60245e+11 2.25583e+12 3.06158e+13 2.26597e+13 2.376e+13 1.62192e+13 1.02669e+13 2.45497e+13 2.18582e+13 2.13452e+13 3.1085e+13 2.0302e+13 1.69596e+13 2.04931e+13 2.12641e+13 1.60593e+13 1.56066e+13 1.65266e+13 1.76924e+13 1.46193e+13 1.75585e+13 1.69979e+13 2.35974e+13 4.1635e+13 2.57906e+13 2.84501e+13 2.57654e+13 2.43333e+13 3.09367e+13 5.60276e+13
threshold=54.94110555000001 2810.0000000000005 2764.0000000000005 53.175387700000009 13.500000000000002 10.500000000000002 54.431501800000014 36.049731800000011 54.188398350000007 54.707511300000007 18.500000000000004 38.657016300000002 69.605000000000004 53.252814850000007 45.005000000000003 2.5000000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 39.135518400000002 55.015000000000008 51.707269950000004 17.500000000000004 90.045000000000016 39.231261550000006 6.0000000000000009 108.05000000000001 6.0000000000000009 2.5000000000000004 69.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 10 12 -10 13 14 -9 -13 -14 -18 -19 20 -1 -21 26 27 25 -25 -23 28 29 -24
right_child=-2 -3 3 -5 -6 -7 7 9 11 -11 -12 15 16 -15 -16 -17 17 18 -20 21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-745.95685492473206 -17.314399873059788 -12.440335457796699 21685.666252856783 -62607.225740131587 -1619.7704934412404 90853.771908482144 -52509.543223769244 5116.8885661544164 33771.358604307432 150.73681991599605 -7616.0689843145774 -5626.7624897715814 51140.115895924988 7332.1295510902237 -7449.5522425867093 -34292.823205190361 -11662.071114382537 15661.688007709283 -42812.89538988797 1658.6144442035236 -11274.564817116428 -172.71022102941882 -16885.957658818632 41830.154898527304 -17528.593015625 162868.084875 -24719.917580724647 -1497.7281607122984 -47067.457628269069 36404.486070708524
leaf_weight=4131 2772653 1140966 1080 38 545 35 85 2975 74 47603 1995 364 103 8279 2460 422 276 2182 53 37534 2569 41941 2172 87 50 25 432 2176 282 217
leaf_count=4131 2772653 1140966 1080 38 545 35 85 2975 74 47603 1995 364 103 8279 2460 422 276 2182 53 37534 2569 41941 2172 87 50 25 432 2176 282 217
internal_value=0 36.8957 388.306 13744.7 15492.5 23856.9 245.208 1197.85 -434.803 1267.09 4167.38 -16303.1 5607.11 4200.05 -570.958 -21017.4 12989.1 11424.1 14275 -285.848 -4782.97 68.9821 -1190.26 -7681 42188.2 68847.5 -422.973 -9347.76 -15743 -12045.4
internal_weight=0 1.30115e+06 160185 1698 1660 1115 158487 66011 92476 65926 18323 860 16328 13714 5435 786 2614 2511 2235 91616 6700 84916 47382 5009 162 112 42373 4847 2671 2389
internal_count=4073804 1301151 160185 1698 1660 1115 158487 66011 92476 65926 18323 860 16328 13714 5435 786 2614 2511 2235 91616 6700 84916 47382 5009 162 112 42373 4847 2671 2389
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 4 0 4 6 6 6 6 6 4 0 4 6 0 1 0 4 6 0 6 1 5 6 6 6 4
split_gain=2.71521e+11 3.66571e+12 9.73035e+12 6.20046e+12 1.50973e+13 2.3968e+13 1.77675e+13 2.05515e+13 1.77666e+13 2.25419e+13 1.2545e+13 1.1913e+13 1.10758e+13 1.07865e+13 1.09987e+13 9.38103e+12 1.72658e+13 1.24433e+13 2.18814e+13 6.82253e+12 6.80748e+12 1.33241e+13 6.36802e+12 2.33145e+13 7.12433e+12 6.23774e+12 7.76358e+12 6.23579e+12 6.20016e+12 6.18628e+12
threshold=50.298521650000005 52.061190950000004 53.244414800000008 3062.5000000000005 55.685785750000008 8.5000000000000018 55.633951400000008 13.500000000000002 59.815000000000005 62.010000000000012 47.005000000000003 90.045000000000016 36.605000000000011 3.5000000000000004 55.806294650000005 5.5000000000000009 156.15000000000003 55.462387050000011 50.815483650000004 55.743464250000009 2.5000000000000004 80.720000000000013 61.78914120000001 77.565000000000012 50.815483650000004 2.5000000000000004 65.805000000000021 89.00500000000001 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 -2 4 6 11 15 10 -9 -10 -8 13 -7 14 19 -4 17 18 -17 -6 21 28 -22 24 29 26 -19 -14 -5 -24
right_child=1 -3 3 20 5 12 7 8 9 -11 -12 -13 27 -15 -16 16 -18 25 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=20.683757104323441 -14251.908767860523 -10.456591738357911 -1116.6624928900026 -7896.0548871931387 -16479.365814763849 9802.6542410306847 -606.04758956469277 27456.509326171876 -132286.05000000002 1899.6920758928572 13011.821180022007 -61691.562601605583 -21976.127811475657 -5802.3464485840032 -6044.0085669213604 51010.227343750004 -92453.175661057699 -6809.6429868708001 -41657.404876302084 25494.421722846728 939.27403561023391 64478.857687500007 3133.0590175991965 -114020.67029296875 -23620.629663799802 7304.8264105203634 -44598.74433268229 -54533.020799231148 -49045.954962479445 -17880.383630440061
leaf_weight=2481177 552 1560504 2550 1005 44 107 1162 23 31 21 1619 34 889 1954 273 29 26 579 210 323 19175 25 672 20 171 291 60 63 38 177
leaf_count=2481177 552 1560504 2550 1005 44 107 1162 23 31 21 1619 34 889 1954 273 29 26 579 210 323 19175 25 672 20 171 291 60 63 38 177
internal_value=0 -32.2235 -1089.64 -859.506 -2875.17 -8000.86 -12.2098 5928.72 -45726.3 -78095.7 7321.79 -2882.69 -20702.1 -2111.87 9155.61 -4542.87 -11854 -10061.4 -30413.2 20462.1 114.848 -7666.02 525.928 -7095.15 -4998.57 -4831.19 -10357.9 -24130.6 -9395.28 -1247.84
internal_weight=0 1.59263e+06 32123 31571 10288 3687 6601 2856 75 52 2781 2628 1059 2594 640 3745 1195 1169 239 367 21283 1068 20215 1040 1020 930 639 952 1043 849
internal_count=4073804 1592627 32123 31571 10288 3687 6601 2856 75 52 2781 2628 1059 2594 640 3745 1195 1169 239 367 21283 1068 20215 1040 1020 930 639 952 1043 849
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 6 1 0 6 3 3 3 4 1 4 3 6 1 1 0 6 0 5 6 4 6 4 4
split_gain=2.81214e+11 1.10508e+13 2.95362e+13 1.20225e+14 1.74501e+14 7.05154e+13 1.03727e+14 6.02352e+13 7.62809e+13 5.64153e+13 4.05728e+13 4.03521e+13 3.94202e+13 3.93438e+13 3.92853e+13 3.50978e+13 3.43584e+13 3.32333e+13 3.30373e+13 3.28093e+13 3.25716e+13 3.88511e+13 3.25425e+13 7.61323e+13 4.72397e+13 4.65938e+13 3.85355e+13 3.30779e+13 3.22076e+13 3.0247e+13
threshold=55.660117850000006 55.633951400000008 37.503969450000007 37.46219940000001 37.442254400000003 37.729575300000008 37.755233900000007 93.050000000000011 37.488790500000007 55.649510000000014 81.02500000000002 16.500000000000004 2.5000000000000004 15.500000000000002 16.500000000000004 49.111590500000005 7.5000000000000009 5.5000000000000009 71.715000000000018 38.011626600000007 37.858952300000006 55.649510000000014 55.405000000000008 55.649510000000014 2.5000000000000004 54.010000000000012 22.500000000000004 60.605000000000011 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 -1 3 4 28 10 16 8 12 11 17 -10 -5 14 -14 18 -7 -4 -8 20 21 -20 23 -19 26 -25 27 -24 -3 -30
right_child=-2 2 5 7 -6 6 15 -9 9 -11 -12 -13 13 -15 -16 -17 -18 22 19 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=2.45252517789263 30.304387824983252 -12736.191702110638 -6869.3889641996402 9418.3567602759013 -181986.0442806604 152999.84651988637 -3451.4318293986553 -108185.60758231027 50443.593075594341 -49309.306964874268 25714.437040529214 -89962.374150815231 64174.505774151003 -5280.6969265919815 129721.45119735054 6129.4479872949478 26767.05469417273 -15932.17889383997 -62697.119275501187 -91656.210184601819 -1925.7347683015048 -12479.417210587213 10069.87305189799 -52617.261372688496 -26009.658111598997 -200690.47173295455 -21448.148582987884 75099.957960156244 13711.317898340754 -567.38916340879666
leaf_weight=2294926 1748131 1718 2947 111 53 22 6339 28 186 128 261 23 271 53 138 3083 1083 1353 265 62 675 368 209 624 685 22 196 125 1827 7892
leaf_count=2294926 1748131 1718 2947 111 53 22 6339 28 186 128 261 23 271 53 138 3083 1083 1353 265 62 675 368 209 624 685 22 196 125 1827 7892
internal_value=0 -22.7788 -1906.02 1856.91 -953.289 -4458.87 99.4755 36280.4 40725.5 2972.65 -12903.4 34992.2 62929.2 75785.7 86290.6 -2888.37 29280.3 -14539.4 -6494.79 -20576.4 -17207.2 -33502.6 -21572.2 -29417 -8665.31 -57660 13751.4 34407.5 -114.369 2116.76
internal_weight=0 2.32567e+06 30747 12428 11490 18319 11897 938 910 337 6422 209 573 462 409 10792 1105 6161 7709 1370 1308 633 3214 1999 1215 646 530 334 11437 9719
internal_count=4073804 2325673 30747 12428 11490 18319 11897 938 910 337 6422 209 573 462 409 10792 1105 6161 7709 1370 1308 633 3214 1999 1215 646 530 334 11437 9719
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=31
num_cat=0
split_feature=2 6 0 5 1 2 4 1 1 6 6 6 1 0 0 4 0 7 0 0 7 0 1 3 0 1 4 6 6 4
split_gain=3.27263e+11 2.07036e+12 1.52148e+13 1.51655e+13 2.19748e+13 1.41062e+13 3.6988e+13 7.18796e+13 4.55675e+13 4.22025e+13 3.22601e+13 5.30811e+13 4.87766e+13 3.67685e+13 4.36393e+13 1.09767e+14 5.22259e+13 5.17165e+13 1.22392e+14 7.72388e+13 5.09835e+13 5.48237e+13 1.74132e+14 4.66543e+13 4.62899e+13 4.4553e+13 5.81982e+13 5.49263e+13 5.41028e+13 4.4335e+13
threshold=915.50000000000011 45.305000000000007 54.431501800000014 1.5000000000000002 37.290808600000013 75.000000000000014 16.500000000000004 37.374856000000008 37.702956500000006 54.990000000000002 58.045000000000009 56.805000000000007 37.563506350000004 55.850146250000009 55.749683450000006 8.5000000000000018 55.775215600000003 6.0000000000000009 55.622114900000007 55.60524465000001 6.0000000000000009 55.759969450000007 37.631035900000008 6.5000000000000009 55.710673100000008 37.46219940000001 11.500000000000002 53.995000000000012 46.805000000000007 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 -3 6 7 -6 10 -10 11 13 -12 14 15 24 20 18 -17 -19 21 22 -16 -22 -9 26 -20 28 -27 -30
right_child=-2 3 -4 -5 5 -7 -8 8 9 -11 12 -13 -14 -15 16 17 -18 19 25 -21 23 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=14225.793052625657 -12.679555171342514 -11351.756609129217 223.27025907167209 71.73079414368425 107532.83204427085 -3760.4732274909675 -2747.0221486400078 -46933.693929756642 -13491.421159697415 -121498.46020621367 -15329.895853015987 -111753.55416666668 76996.333719389615 -40511.992299952653 -163936.45773437503 -10393.6211383993 15231.566330217984 57027.733719758064 193997.54265625001 -34074.866106065034 174369.52179337689 95846.670166015625 172494.9858125 36797.892107371794 -178547.30310267859 27311.983134765629 11385.506319856297 -37238.322656249999 289891.18586647732 132804.4475765306
leaf_weight=778 3394471 2527 299390 355356 75 11964 6474 113 228 43 86 36 171 132 40 352 501 124 20 373 67 64 25 39 35 40 137 23 22 98
leaf_count=778 3394471 2527 299390 355356 75 11964 6474 113 228 43 86 36 171 132 40 352 501 124 20 373 67 64 25 39 35 40 137 23 22 98
internal_value=0 63.3568 259.563 -91.971 -2535.27 -1488.41 1428.85 10934.7 8318.28 -30629.1 12543.5 8695.13 46101.2 10661.6 13920.2 3155.2 33475.5 13264.2 30938.8 -11345 72370.1 30148.1 -34539.7 123754 -78058.5 73730 34648.2 107259 128031 161604
internal_weight=0 679333 300168 379165 23809 21282 9318 2844 2769 271 2498 2241 257 2205 2073 1337 736 1189 692 497 235 129 65 106 148 340 157 183 160 120
internal_count=4073804 679333 300168 379165 23809 21282 9318 2844 2769 271 2498 2241 257 2205 2073 1337 736 1189 692 497 235 129 65 106 148 340 157 183 160 120
is_linear=0
shrinkage=0.1


Tree=4797
num_leaves=31
num_cat=0
split_feature=2 5 1 6 0 6 0 4 5 4 0 6 4 0 1 6 5 1 6 1 4 3 5 1 4 7 4 1 1 3
split_gain=2.93955e+11 3.95798e+12 1.48785e+13 5.35467e+12 3.35507e+13 2.6203e+13 1.96188e+13 6.79511e+13 3.63655e+13 5.61571e+13 2.89494e+13 1.63952e+13 1.16569e+13 1.79145e+13 1.29871e+13 1.39497e+13 1.10649e+13 1.09111e+13 8.48329e+12 3.06754e+13 3.11851e+13 3.7973e+13 5.24331e+13 3.33016e+13 2.58691e+13 6.45431e+13 2.59524e+13 1.90752e+13 2.33025e+13 1.8318e+13
threshold=36.000000000000007 5.5000000000000009 37.586700500000006 122.65000000000002 55.685785750000008 247.90000000000001 55.82518790000001 6.5000000000000009 3.5000000000000004 11.500000000000002 55.858844800000007 168.45000000000002 16.500000000000004 55.568628050000008 37.475446350000006 138.05000000000004 1.5000000000000002 37.46219940000001 110.01500000000001 37.401708450000008 10.500000000000002 3.5000000000000004 3.5000000000000004 37.46219940000001 20.500000000000004 6.0000000000000009 23.500000000000004 37.649344350000007 37.475446350000006 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 18 11 6 7 -6 -9 -10 -8 12 13 14 15 -5 -7 -13 -1 -20 21 23 -23 -21 29 26 -26 28 -24 -22
right_child=-2 2 -4 4 5 16 10 8 9 -11 -12 17 -14 -15 -16 -17 -18 -19 19 20 24 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-116.28908674675625 7.4421968050503438 -13570.276334635417 90813.126242897735 34877.067996215825 63385.535597826092 -28211.197643649197 24173.719918387276 -244788.9457589286 -210224.23920454548 120.71394531250002 -85654.571916852685 -80881.790504807694 1079.2167002576464 100727.72284226191 82465.108152173925 -68563.920419034097 51384.842714843748 8331.5714978448286 62171.381352638709 -88985.865271577379 20220.743723718573 -202094.70101725264 -17216.903947368421 57650.63473252119 -148270.26390830593 14914.176467724061 -29785.744954427082 40850.365466308598 -146539.40264559659 78368.123284912115
leaf_weight=288770 3783399 36 22 32 23 31 56 21 22 30 42 26 94 42 23 22 40 29 98 21 353 24 38 59 38 267 36 24 22 64
leaf_count=288770 3783399 36 22 32 23 31 56 21 22 30 42 26 94 42 23 22 40 29 98 21 353 24 38 59 38 267 36 24 22 64
internal_value=0 -96.957 26023.4 -102.175 -10116.1 -35346.9 -54370 -86500.1 -133724 -88871.4 -22895.5 14832.3 27400.8 48192.6 19537.1 -7265.56 16631.6 -33842 -83.7581 8914.29 3397.17 -33060 -71740.5 19158.6 12439.3 -7989.65 -90629.1 -34496.4 -64635.2 29145
internal_weight=0 290405 58 290347 533 265 194 96 73 52 98 268 213 119 77 54 71 55 289814 1044 946 188 108 80 758 341 74 84 60 417
internal_count=4073804 290405 58 290347 533 265 194 96 73 52 98 268 213 119 77 54 71 55 289814 1044 946 188 108 80 758 341 74 84 60 417
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 3 4 6 4 3 0 0 4 0 3 3 1 5 1 6 1 1 0 3 3 5 4 6 5 1
split_gain=3.00786e+11 2.204e+12 6.61821e+12 1.08317e+13 8.92508e+12 1.17601e+13 1.34075e+13 1.17119e+13 1.18941e+13 2.74244e+13 1.91767e+13 1.63123e+13 2.58164e+13 1.97627e+13 9.74706e+12 8.87124e+12 7.1761e+12 1.03724e+13 1.28922e+13 1.02628e+13 6.87879e+12 1.83927e+13 7.9946e+12 9.14174e+12 9.27543e+12 1.36479e+13 1.8868e+13 1.03125e+13 6.56624e+12 6.85755e+12
threshold=915.50000000000011 149.05000000000004 37.131181300000009 55.702806750000008 55.595177750000005 6.5000000000000009 9.5000000000000018 168.45000000000002 13.500000000000002 10.500000000000002 55.812023600000011 55.93962770000001 8.5000000000000018 55.801384500000005 16.500000000000004 11.500000000000002 38.066230450000006 4.5000000000000009 37.503969450000007 247.90000000000001 37.234509300000006 37.318079750000003 56.309668500000008 1.5000000000000002 3.5000000000000004 4.5000000000000009 15.500000000000002 247.90000000000001 4.5000000000000009 36.865631950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 12 13 -6 -11 -7 17 18 -4 -18 -9 -22 23 -23 -25 27 -27 -26 29 -5
right_child=-2 2 4 28 7 15 -8 20 9 14 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=53.582350114418787 -12.15581559795357 42068.567649147735 -12937.827373342803 10651.347998046876 -13427.182421875001 -93344.804176682694 71557.820052083334 43570.100082236844 -110504.57336596679 86853.70220588235 5606.4943418560615 -8030.0532894736843 148843.83068426725 86677.214891387208 13152.971237664475 -10737.112071814903 -71523.681028837324 -39911.343573588711 76870.25599798387 18752.899062500001 -92091.696875000009 38398.754746462269 52686.039894153226 -28638.465723476893 71088.787600446434 6312.0535763888893 -106689.06484375001 8484.3665333873832 -86790.163865966795 -58489.831670673077
leaf_weight=678262 3394471 22 33 32 38 26 24 38 25 34 33 38 29 41 38 26 34 31 31 20 21 53 31 119 35 45 22 106 20 26
leaf_count=678262 3394471 22 33 32 38 26 24 38 25 34 33 38 29 41 38 26 34 31 31 20 21 53 31 119 35 45 22 106 20 26
internal_value=0 60.7398 4593.56 -19901.9 7116.26 -10340.9 2193.17 12381.5 28732.2 6732.61 -44441.4 48321 68148.2 38525.7 47956.1 -52041 -8979.66 7566.08 30563 -38087.9 2779.78 -808.26 3855.86 -127.658 -6372 6366.99 -30792.8 24024.5 -37380.7 -20343
internal_weight=0 679333 1071 100 971 225 173 746 276 130 58 146 108 79 72 52 149 95 64 54 470 432 411 380 327 208 67 141 78 58
internal_count=4073804 679333 1071 100 971 225 173 746 276 130 58 146 108 79 72 52 149 95 64 54 470 432 411 380 327 208 67 141 78 58
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=31
num_cat=0
split_feature=4 6 6 0 1 4 0 6 6 0 4 2 6 4 1 1 0 1 0 0 0 0 0 6 0 6 3 6 1 1
split_gain=2.86873e+11 3.9048e+12 9.83383e+12 1.12339e+13 9.65908e+12 9.00188e+12 1.26312e+13 4.83855e+13 3.82666e+13 3.36747e+13 3.19769e+13 2.75953e+13 2.432e+13 2.05103e+13 2.64712e+13 2.55211e+13 1.75177e+13 3.26843e+13 2.11041e+13 1.65004e+13 1.54424e+13 2.40619e+13 1.52785e+13 1.92881e+13 1.5458e+13 1.70417e+13 1.40208e+13 1.35585e+13 2.56113e+13 2.36178e+13
threshold=17.500000000000004 48.810000000000009 49.485000000000007 44.601833250000006 65.593879100000024 21.500000000000004 59.905532300000012 47.005000000000003 48.025000000000013 59.933037250000005 19.500000000000004 3338.0000000000005 46.805000000000007 20.500000000000004 30.472130500000002 30.452677500000004 59.91832440000001 30.315889700000003 59.963561900000009 60.028671700000011 45.040161900000008 45.029425500000009 59.864072000000007 47.005000000000003 59.848366150000011 47.420000000000009 7.5000000000000009 44.410000000000004 30.277905650000005 30.260128500000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 12 9 10 11 16 13 20 14 -8 -15 -9 18 -18 -20 21 -2 24 -24 -14 -26 -19 -11 29 -29
right_child=1 2 -4 4 -6 -7 7 8 -10 27 -12 -13 22 15 -16 -17 17 26 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-11.773557841706271 -587.50728088771245 -65578.770807291672 -102.73847973228695 -2359.5121518680767 -14757.543644073405 -126.92927768359739 563.62888576701539 -130421.35625000001 13034.065394764075 -285.88431064711853 6254.945045159453 5504.6186166228154 6689.1548695285692 -31524.06690266927 -60826.821311523439 -103383.52299107144 -38527.694266069615 77410.180502717398 -135901.95026939656 -62792.640198863635 1393.9270997352137 -13276.957226833909 85263.252262995797 17267.853918514884 37690.051324728258 -62880.674813600577 -26366.437708333335 -2065.8610151241987 24826.099499387579 -101266.43296274039
leaf_weight=3403783 10734 30 353912 4231 738 184354 236 32 151 12220 93 278 6566 138 100 77 123 23 58 66 92818 1736 52 211 23 63 30 312 590 26
leaf_count=3403783 10734 30 353912 4231 738 184354 236 32 151 12220 93 278 6566 138 100 77 123 23 58 66 92818 1736 52 211 23 63 30 312 590 26
internal_value=0 59.811 -164.949 -4569.22 -4200.88 319.104 967.816 -1804 -30207.9 -633.456 -45571.5 -20181.2 1327.33 -33140.7 -17707.3 -57259.8 -60089.1 -52587 -67876.7 -96988.9 950.027 -2354.06 7072.1 30711.8 6137.46 -35983.9 18668.7 599.058 12252.1 -9696.67
internal_weight=0 670021 358911 4999 4969 311110 126756 14553 576 13977 425 829 112203 551 336 215 332 300 247 124 105288 12470 6915 263 6652 86 53 13148 928 338
internal_count=4073804 670021 358911 4999 4969 311110 126756 14553 576 13977 425 829 112203 551 336 215 332 300 247 124 105288 12470 6915 263 6652 86 53 13148 928 338
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=31
num_cat=0
split_feature=6 6 1 1 4 4 2 0 0 4 1 1 0 4 4 0 1 4 1 0 0 0 0 0 0 4 1 0 1 6
split_gain=3.03047e+11 3.21521e+12 2.47863e+13 1.40857e+13 2.58547e+13 1.64799e+13 1.55407e+13 1.47916e+13 1.61334e+13 2.61646e+13 1.87933e+13 1.35552e+13 1.29423e+13 1.21698e+13 1.147e+13 1.30357e+13 2.41101e+13 3.11465e+13 1.82707e+13 3.8883e+13 1.86606e+13 2.09706e+13 1.83395e+13 1.8076e+13 2.84781e+13 1.66757e+13 3.98261e+13 2.86681e+13 3.24959e+13 3.31177e+13
threshold=46.010000000000012 49.010000000000012 37.755233900000007 82.958608050000009 5.5000000000000009 9.5000000000000018 75.000000000000014 55.012854300000008 54.947152850000002 15.500000000000002 82.963919600000011 83.00362155000002 54.988402950000008 5.5000000000000009 9.5000000000000018 59.882709350000006 30.425503950000003 6.5000000000000009 30.389265100000003 60.002985000000002 59.933037250000005 59.950512650000007 59.898927250000007 59.933037250000005 59.91832440000001 8.5000000000000018 30.260128500000004 59.91832440000001 30.303340300000002 48.025000000000013
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 13 4 -4 6 -6 8 -5 10 -10 -12 -13 -2 15 -15 17 23 22 20 -20 -22 -19 24 -17 26 -24 -28 -29 -30
right_child=1 -3 3 7 5 -7 -8 -9 9 -11 11 12 -14 14 -16 16 -18 18 19 -21 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-30.101335525239161 1174.7095593457786 -16.175338495165274 -285.81894785066964 -786.81062405061903 -19532.981307126978 1744.4140181153159 5401.6912617655398 904.57799656226462 43260.899259793936 15443.218410581519 -10963.183184839832 -10830.064516830445 19923.404416786245 -3552.3474152888602 -1654.901830166702 -34880.916865808824 7457.1158029278367 -73215.940933866281 -20935.68570404053 2842.643249828785 -173588.15923913044 -67883.063271675856 -62455.676897321435 -27455.583956866201 -164309.71213235296 -14865.6498697059 -38015.890727275131 -4928.6130166845387 81325.490580432059 -4682.09423828125
leaf_weight=1836669 9481 2004014 46359 25047 253 47968 20778 48163 69 494 4810 256 294 6236 20440 34 501 43 64 154 23 102 70 71 34 937 74 153 149 64
leaf_count=1836669 9481 2004014 46359 25047 253 47968 20778 48163 69 494 4810 256 294 6236 20440 34 501 43 64 154 23 102 70 71 34 937 74 153 149 64
internal_value=0 24.7129 376.207 835.752 1540.6 2767.73 5101.73 -191.754 -1896.71 -6590.24 -8595.12 -9262.67 5609.06 -1937.47 -2949.74 -5988.71 -12132.3 -17109.2 -13648.3 -34456.9 -64849.1 -87332.8 -8858.19 -62747 -99595.3 -6945.7 7605.28 18751.3 30228.9 55482.8
internal_weight=0 2.23714e+06 233121 194491 115358 68999 21031 79133 30970 5923 5429 5360 550 38630 29149 8709 2473 1972 1833 343 189 125 1490 139 68 1447 510 440 366 213
internal_count=4073804 2237135 233121 194491 115358 68999 21031 79133 30970 5923 5429 5360 550 38630 29149 8709 2473 1972 1833 343 189 125 1490 139 68 1447 510 440 366 213
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 3 6 0 6 6 3 6 4 6 5 6 5 6 4 4 6 4 0 6 0 0 0 0 6
split_gain=3.97721e+11 7.58603e+12 1.53387e+13 2.1412e+13 1.86601e+13 1.10235e+13 8.63192e+12 1.34263e+13 8.53803e+12 8.75846e+12 1.11262e+13 1.22387e+13 8.27888e+12 7.58967e+12 3.254e+13 1.70671e+13 6.02445e+13 1.49798e+13 2.19391e+13 1.049e+13 2.24152e+13 2.23445e+13 2.57047e+13 2.32729e+13 1.13362e+13 1.26074e+13 1.58265e+13 1.33512e+13 9.89236e+12 8.74821e+12
threshold=37.957884500000006 37.978059650000013 23.500000000000004 93.050000000000011 59.025000000000013 56.685611200000004 16.500000000000004 64.805000000000021 55.702806750000008 37.005000000000003 51.015000000000008 3.5000000000000004 62.010000000000012 17.500000000000004 37.005000000000003 2.5000000000000004 63.005000000000003 1.5000000000000002 32.515000000000008 13.500000000000002 9.5000000000000018 90.045000000000016 14.500000000000002 55.81943720000001 74.015000000000015 55.79439725000001 55.759969450000007 55.783232450000007 55.710673100000008 52.330000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 12 9 -4 11 -11 -6 19 17 29 -17 18 -15 20 -2 -21 -23 -24 25 26 -22 -28 -20 -16
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 28 21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=51.329627424089779 -3925.5760979736801 -7.3750048278185005 -6261.1600282583668 -52873.449427768639 27004.572426625844 38833.465969947079 49684.091673660281 4975.4498158980387 -11242.733680829475 88773.792376893951 2938.2783748375914 22971.413595131813 99831.668504050933 26529.005890732511 -13949.287400888554 56909.285778786325 -20175.96809219752 33048.617611870097 15871.440744947351 -948.1029266226019 -24645.478244052847 98086.449916888305 -7551.3966918945316 95877.388888888891 -76136.038064236112 -37928.420775804654 103961.4723721591 -139.33470807756697 -21497.498210084595 -30068.591993600534
leaf_weight=1101410 3616 2956684 268 57 37 62 128 196 307 33 289 197 27 218 734 137 390 191 92 7214 89 47 112 27 45 217 22 28 308 622
leaf_count=1101410 3616 2956684 268 57 37 62 128 196 307 33 289 197 27 218 734 137 390 191 92 7214 89 47 112 27 45 217 22 28 308 622
internal_value=0 -19.02 -2210.66 7271.05 9584.3 -3240.39 28426.2 17960.8 2901.79 8419.41 16000.1 32412.6 57728.5 -3425.28 -8201.69 -15408.1 -136.728 8571.76 1006.9 -2299.05 -6413.16 -65.7592 34155.9 12539.1 -28844.9 -22867 646.068 45665 -12902.6 -21343.2
internal_weight=0 2.97239e+06 15710 1539 1482 14171 388 260 1094 787 519 230 64 14109 2692 1883 527 809 618 11417 4017 7400 186 139 401 356 139 50 400 1356
internal_count=4073804 2972394 15710 1539 1482 14171 388 260 1094 787 519 230 64 14109 2692 1883 527 809 618 11417 4017 7400 186 139 401 356 139 50 400 1356
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 4 4 6 4 7 0 6 0 0 0 6 1 0 5 6 7 0 0 6 6 6 0 1 7
split_gain=3.622e+11 5.67947e+12 4.50991e+13 3.4705e+13 3.25487e+13 2.53823e+13 2.8639e+13 5.19284e+13 2.05088e+13 1.98473e+13 1.81777e+13 1.59542e+13 1.70285e+13 1.55001e+13 1.50143e+13 4.48749e+13 2.95754e+13 2.53619e+13 3.57984e+13 1.43191e+13 1.72931e+13 1.32756e+13 1.30303e+13 1.14602e+13 3.01207e+13 1.14027e+13 1.43757e+13 2.72436e+13 1.54424e+13 1.40821e+13
threshold=38.430814800000007 38.893394150000006 55.840017500000009 55.876067900000002 24.500000000000004 5.5000000000000009 16.500000000000004 15.500000000000002 61.025000000000006 7.5000000000000009 6.0000000000000009 55.866549750000011 66.010000000000005 55.850146250000009 55.214863500000007 55.071632200000003 47.005000000000003 38.782330450000011 55.660117850000006 1.5000000000000002 40.015000000000008 6.0000000000000009 55.850146250000009 55.737027400000009 65.00500000000001 80.030000000000015 83.820000000000007 55.102137100000007 38.782330450000011 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 22 7 9 19 -7 -5 12 -11 -10 15 16 -2 -16 -19 20 -8 -15 -4 24 -20 29 -27 28 -28 -17
right_child=1 -3 3 10 -6 6 8 -9 13 11 -12 -13 -14 21 17 25 -18 18 23 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=45.812866427464002 350.45663092473023 -0.99386782024616849 -20534.081780197634 235.18164907637302 113064.19069010418 118967.33870738636 45302.57378525153 170215.39850000001 -42115.028911266592 21628.015504473449 23134.675888867325 -2674.7108127707306 52183.777814120498 66848.574568965516 -4608.0140815438899 4405.7904117149055 -10138.098631169565 -40933.269610708856 -7229.4381855867359 61186.565355603445 -9227.8883076171878 -20300.562954989349 6102.1763944280592 -8344.8399338942309 135914.69382440476 92005.037266885091 52092.992584279811 -91903.428750000006 -9787.7858862704925 27851.917804737583
leaf_weight=1212218 5510 2813523 219 13194 24 22 82 25 146 896 356 202 229 29 14861 4155 5250 472 49 58 200 44 1138 377 21 31 119 20 61 273
leaf_count=1212218 5510 2813523 219 13194 24 22 82 25 146 896 356 202 229 29 14861 4155 5250 472 49 58 200 44 1138 377 21 31 119 20 61 273
internal_value=0 -19.4071 -1097.29 3073.76 -3346.92 12286.7 19646 27409.9 562.869 24763.4 836.821 23201.6 27847.8 -23303.2 -3436.47 -1217.22 -4767.1 -5604.96 -21726.4 15935.5 6628.49 14320.3 1803.47 -1445.28 35713.8 6981.27 28641.1 18819.7 31122.3 5851.32
internal_weight=0 2.86159e+06 48063 16840 31223 3290 1933 1374 559 1349 13550 1327 1125 219 31199 15419 10760 15780 919 340 282 73 1357 447 70 4659 231 200 180 4428
internal_count=4073804 2861586 48063 16840 31223 3290 1933 1374 559 1349 13550 1327 1125 219 31199 15419 10760 15780 919 340 282 73 1357 447 70 4659 231 200 180 4428
is_linear=0
shrinkage=0.1


Tree=4803
num_leaves=31
num_cat=0
split_feature=4 2 2 6 5 1 1 0 1 0 6 0 4 6 2 2 6 6 0 0 6 6 0 1 5 6 3 0 0 0
split_gain=3.12853e+11 1.69938e+12 8.99171e+12 7.39498e+12 1.20924e+13 6.19547e+12 1.06231e+13 8.44136e+12 4.64912e+12 8.96038e+12 1.00471e+13 6.41128e+12 5.8004e+12 5.0563e+12 6.57784e+12 5.84823e+12 4.4691e+12 2.14574e+13 1.16826e+13 3.46591e+13 4.5574e+12 8.52116e+12 6.80675e+12 5.62738e+12 7.0554e+12 7.76612e+12 5.53625e+12 4.81077e+12 5.25143e+12 4.24819e+12
threshold=2.5000000000000004 8299.5000000000018 8767.0000000000018 189.00000000000003 3.5000000000000004 44.064675150000006 44.628646350000004 46.323575350000006 94.478249850000012 51.567244500000008 88.825000000000003 52.960348700000004 1.5000000000000002 53.995000000000012 4829.0000000000009 5325.0000000000009 78.010000000000005 81.705000000000013 54.980317700000008 55.043091000000011 112.00500000000001 99.050000000000011 55.007293000000011 107.59716050000002 3.5000000000000004 142.05000000000004 1.5000000000000002 54.724612400000005 55.111813300000001 55.123213100000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 16 -5 -3 7 -7 -1 13 11 12 -11 14 -10 -15 29 18 -18 -20 21 -19 23 24 -22 26 -26 -23 -29 -4
right_child=-2 2 3 4 -6 6 -8 -9 9 10 -12 -13 -14 15 -16 -17 17 20 19 -21 22 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=235.1987942292653 -4.6630047739108722 -47354.972684151784 -1734.5963060539634 3370.7663684475806 -92328.60458559783 32560.918517550617 -30961.542018396718 -15867.129792848353 35205.81152935791 -16066.691366299718 50420.595761899604 -2245.790595637985 14970.051526580766 -83028.875704823367 -34789.574872036639 -10910.940731534092 18876.197450015421 2134.470115377625 169279.77880859375 8052.1524243164067 -38785.855159883722 -12004.757348632813 46858.703151633526 51076.260546875004 71627.919633152182 -28782.876614583336 4863.1912326388892 -89842.494886363638 -23458.808076359677 2211.4671093199509
leaf_weight=95391 3961637 56 10540 31 23 71 136 73 25 66 54 513 687 23 29 22 76 317 24 30 43 64 44 20 23 30 27 22 26 3681
leaf_count=95391 3961637 56 10540 31 23 71 136 73 25 66 54 513 687 23 29 22 76 317 24 30 43 64 44 20 23 30 27 22 26 3681
internal_value=0 164.693 -812.588 -450.688 -37390.1 -16991.4 -10918.7 8010.59 319.719 6001.54 8177.76 6375.93 12249.7 -23014.7 -2384.3 -47771.2 -317.413 7227.22 44145.2 79708.9 -563.901 -6242.75 12464.1 1881.09 -6118.13 11440.8 35575 -29953.3 -53884.7 -713.187
internal_weight=0 112167 15357 15021 54 336 280 144 96810 1419 1320 1266 753 99 54 45 14967 746 130 54 616 429 187 143 123 80 50 112 48 14221
internal_count=4073804 112167 15357 15021 54 336 280 144 96810 1419 1320 1266 753 99 54 45 14967 746 130 54 616 429 187 143 123 80 50 112 48 14221
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 0 0 1 1 3 7 1 3 3 3 4 1 0 4 0 1 3 4 6 1 1 6 6 4 7
split_gain=2.96726e+11 2.24728e+12 1.17204e+13 1.89796e+13 2.76771e+13 1.88066e+13 1.96724e+13 5.25022e+13 7.46615e+13 6.37195e+13 5.43521e+13 3.57938e+13 3.1972e+13 5.19055e+13 1.95099e+13 2.93334e+13 3.92334e+13 3.84547e+13 3.13604e+13 2.24109e+13 2.43056e+13 2.82087e+13 2.76216e+13 2.55493e+13 2.29947e+13 2.55523e+13 2.73881e+13 2.66971e+13 2.65993e+13 3.19811e+13
threshold=915.50000000000011 79.015000000000015 81.705000000000013 83.010000000000005 37.768783500000005 55.633951400000008 55.667390500000003 37.649344350000007 37.331232350000008 2.5000000000000004 6.0000000000000009 37.46219940000001 11.500000000000002 13.500000000000002 10.500000000000002 19.500000000000004 37.729575300000008 55.866549750000011 12.500000000000002 55.743464250000009 37.401708450000008 4.5000000000000009 14.500000000000002 81.02500000000002 37.543519500000009 37.618684050000006 81.02500000000002 79.710000000000022 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 11 12 -10 -9 -14 19 16 17 18 -16 20 -8 -22 -23 -24 -21 27 -27 -26 -29 -30
right_child=-2 2 3 -5 -6 6 14 10 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 24 21 22 23 -25 25 26 -28 28 29 -31
leaf_value=116.91157302627693 -12.073494448404809 -9495.2556711850029 11148.90116053394 -491.59599655228851 -5795.8667640147496 -29990.828057128907 -50909.463978494627 -16405.694941998107 59529.492939453135 95579.829966653968 39558.756039155422 -123389.61991338315 -205643.87951388891 -27928.58700997489 -51759.414174107143 -4120.9991478888769 166.39361500967922 7203.4831712080795 75786.591406353895 7999.5440077899857 8244.399203125 -45965.623957203767 6976.5811703579038 -73479.757608695654 50788.56781930635 -8817.6618726544166 28440.68052164714 13985.481112178681 -88294.074515086206 -10751.369314429874
leaf_weight=619387 3394471 3513 3310 43867 1360 100 186 165 20 205 134 23 27 42 21 1497 565 205 235 1388 425 317 278 46 33 1465 228 62 145 84
leaf_count=619387 3394471 3513 3310 43867 1360 100 186 165 20 205 134 23 27 42 21 1497 565 205 235 1388 425 317 278 46 33 1465 228 62 145 84
internal_value=0 60.3285 -524.312 153.607 6214.24 -3408.36 -700.252 15106.1 42952.3 72364.9 -11226.8 -38311 -40309.1 -97469.4 -2276.48 4805.59 17830 39478.6 65323.8 -6113.3 -17553.5 -11733.4 -24979.2 -4446.23 -1906.8 -8723.86 -3800 -34452.6 -44119.1 -59850.5
internal_weight=0 679333 59946 48537 4670 11409 7896 716 348 248 368 43 234 69 7180 2523 1026 461 256 4657 1252 1066 641 324 3405 2017 1693 324 291 229
internal_count=4073804 679333 59946 48537 4670 11409 7896 716 348 248 368 43 234 69 7180 2523 1026 461 256 4657 1252 1066 641 324 3405 2017 1693 324 291 229
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=31
num_cat=0
split_feature=2 6 6 5 1 4 0 0 6 0 4 1 1 1 3 4 4 4 0 4 4 4 0 4 0 1 6 5 1 0
split_gain=3.35616e+11 3.96748e+12 4.49967e+13 4.29924e+13 4.13328e+13 3.73061e+13 6.74402e+13 4.82333e+13 3.23298e+13 6.71e+13 3.32095e+13 3.17089e+13 2.95614e+13 3.50768e+13 2.5625e+13 4.07754e+13 2.94309e+13 2.5753e+13 2.50209e+13 5.04871e+13 2.43049e+13 4.29135e+13 3.72159e+13 5.77718e+13 2.23701e+13 3.23254e+13 3.76596e+13 9.55331e+13 3.18086e+13 4.99632e+13
threshold=36.000000000000007 69.605000000000004 70.50500000000001 2.5000000000000004 37.600779750000008 7.5000000000000009 55.775215600000003 55.676890650000011 67.91500000000002 55.595177750000005 16.500000000000004 37.873748150000004 37.729575300000008 37.401708450000008 8.5000000000000018 27.500000000000004 29.500000000000004 25.500000000000004 55.840017500000009 19.500000000000004 8.5000000000000018 9.5000000000000018 55.743464250000009 5.5000000000000009 55.649510000000014 37.755233900000007 80.720000000000013 3.5000000000000004 37.702956500000006 55.728148450000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -1 10 -10 14 13 -7 15 17 -17 -11 -16 -20 22 -22 -6 -24 25 -4 -27 -28 29 -26
right_child=-2 2 24 4 20 12 -8 -9 9 11 -12 -13 -14 -15 18 16 -18 -19 19 -21 21 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=-99.652017780235411 7.9521074011744162 -63155.356285511371 -2627.2824547998007 23110.950976463057 -38933.190943877555 -62389.496905856664 53611.038300781256 -272555.47029474436 44084.385501273355 5673.2015124431855 9116.7107453444914 71140.72085336539 -59282.965816289739 -10189.649369135799 -13827.655154438033 121822.65683398438 25942.352745347613 -98538.215917968759 -10544.387090473792 73923.870972842255 -158418.73190625 -22138.136581330848 -4228.4922883064519 210588.73958333337 11244.588949184697 -17091.69171854655 -247356.02524594907 6281.6037642045458 -3806.2210146200823 657.64301757990927
leaf_weight=230560 3783399 22 17346 491 49 144 20 22 655 1987 464 65 176 1214 1444 50 89 24 217 105 25 305 31 21 5764 192 27 33 9194 19669
leaf_count=230560 3783399 22 17346 491 49 144 20 22 655 1987 464 65 176 1214 1444 50 89 24 217 105 25 305 31 21 5764 192 27 33 9194 19669
internal_value=0 -103.6 -870.477 -13921.9 3273.79 -23843.3 -98647.1 -167855 74.5493 7949.81 29584.8 1868.53 -20722.4 -15724.8 718.712 8050.11 60431.7 4429.5 -8206.83 16999.6 -19324.9 -32462.4 23599.5 82524.6 -240.712 -3143.87 -38702.1 -107855 1234.72 3057.01
internal_weight=0 290405 54745 2520 922 1598 64 44 235660 5100 1119 3981 1534 1358 3916 2150 139 2011 1766 322 431 330 101 52 52225 17598 252 60 34627 25433
internal_count=4073804 290405 54745 2520 922 1598 64 44 235660 5100 1119 3981 1534 1358 3916 2150 139 2011 1766 322 431 330 101 52 52225 17598 252 60 34627 25433
is_linear=0
shrinkage=0.1


Tree=4806
num_leaves=31
num_cat=0
split_feature=6 3 3 4 1 1 2 0 4 0 4 0 3 1 2 0 1 0 4 0 3 3 0 4 4 0 1 6 1 3
split_gain=2.95413e+11 3.1267e+12 4.09976e+12 1.07536e+13 1.31508e+13 8.08559e+12 1.29383e+13 1.14391e+13 8.12455e+12 6.33501e+12 4.60238e+12 4.2713e+12 4.04601e+12 7.23379e+12 8.6891e+12 8.13823e+12 2.0911e+13 1.58119e+13 7.08056e+12 1.28255e+13 6.83085e+12 5.96847e+12 2.09784e+13 4.05116e+12 5.0416e+12 3.77104e+12 1.09848e+13 1.91553e+13 1.3053e+13 8.43321e+12
threshold=189.00000000000003 24.500000000000004 17.500000000000004 23.500000000000004 39.718675700000013 38.999037500000007 2865.5000000000005 55.728148450000006 23.500000000000004 45.047736150000013 21.500000000000004 45.029425500000009 15.500000000000002 82.901648750000021 5873.0000000000009 55.676890650000011 38.948208550000011 56.288960650000007 16.500000000000004 45.040161900000008 16.500000000000004 14.500000000000002 55.737027400000009 21.500000000000004 19.500000000000004 44.739668300000005 39.718675700000013 247.90000000000001 37.780517050000007 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 12 -5 7 9 10 -8 11 -4 -7 21 14 15 16 -14 -17 -18 -20 -21 23 -23 24 25 26 27 28 -2 -28
right_child=1 -3 5 4 -6 6 8 -9 -10 -11 -12 -13 13 -15 -16 17 18 -19 19 20 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.086748010594961 -16881.092738381409 -22861.859640066963 13144.2226875 12170.745265625001 -83982.376704545459 71975.357734375008 -37822.321019767995 59819.393818359385 21148.451982421877 98758.496578125007 -37033.161592371325 11468.229101562501 88621.004048295465 -53298.859201388892 46028.107165948284 -110457.96775568182 -63780.590489783652 6911.268880208333 -49182.648763020836 65960.594375000001 -9552.7927309782608 74668.903433866275 -33247.461290322586 38830.09912109375 -46024.900614597485 1937.034147769441 1843.2354185947152 15542.94189630682 -94767.421451822913 -58459.428076171876
leaf_weight=4067180 39 56 25 25 33 20 33 20 80 25 68 28 22 36 29 22 26 24 36 25 23 43 31 28 23 4989 688 55 48 24
leaf_count=4067180 39 56 25 25 33 20 33 20 80 25 68 28 22 36 29 22 26 24 36 25 23 43 31 28 23 4989 688 55 48 24
internal_value=0 667.27 867.884 322.253 -42537.1 12307.9 25125.4 -8789.93 3926.9 57939.5 -23544.6 36679.5 722.484 -11926.2 -4730.91 -13000.6 -378.091 -49221.8 -18177.9 -4062.79 29777.1 1237.5 29460.7 883.155 702.024 885.957 -5254.35 -30650.3 -59852.9 -189.439
internal_weight=0 6624 6568 6269 58 299 186 113 113 73 93 48 6211 243 207 178 132 46 110 84 48 5968 74 5894 5866 5843 854 142 87 712
internal_count=4073804 6624 6568 6269 58 299 186 113 113 73 93 48 6211 243 207 178 132 46 110 84 48 5968 74 5894 5866 5843 854 142 87 712
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 4 0 0 6 4 3 0 0 3 2 4 7 6 0 4 3 6 5 0 6 6 6 6 6 5
split_gain=2.83021e+11 5.37042e+12 1.42323e+13 1.25462e+13 1.0949e+13 1.17839e+13 1.72395e+13 1.42907e+13 1.13681e+13 1.06245e+13 2.6478e+13 1.04775e+13 9.8644e+12 1.45798e+13 8.89552e+12 6.60125e+12 6.18417e+12 6.17023e+12 1.37773e+13 1.46781e+13 1.09126e+13 9.14786e+12 1.14959e+13 8.81456e+12 1.95906e+13 1.02331e+13 1.0341e+13 9.5386e+12 7.34884e+12 7.80233e+12
threshold=38.430814800000007 38.247071200000008 55.721784200000009 108.05000000000001 72.50500000000001 5.5000000000000009 55.850146250000009 55.988910100000005 89.00500000000001 10.500000000000002 3.5000000000000004 55.812023600000011 46.323575350000006 4.5000000000000009 2599.0000000000005 13.500000000000002 6.0000000000000009 54.990000000000002 55.568628050000008 14.500000000000002 4.5000000000000009 62.375000000000007 2.5000000000000004 55.579943700000008 79.710000000000022 67.91500000000002 60.005000000000003 84.810000000000016 79.015000000000015 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 3 12 11 8 9 -8 -6 10 -7 15 13 16 -13 -4 -3 -14 20 28 -19 22 -22 27 25 26 -25 -21 29 -20
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 -12 14 17 -15 -16 -17 -18 18 19 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=17.137489615985771 -17.15522276505639 -12078.225016944381 -15165.283603053838 -25191.065179742134 7319.6063816236419 -23065.519962284485 127305.21702974761 34180.958194444444 -60350.377935431992 -6548.3737253080544 110935.88735677084 2768.7998433641551 3561.7817876659933 65024.515791377322 -7746.1044480905903 3956.65817263504 35166.420985991383 9950.7115237605394 47285.494775390631 16418.272082476091 32335.572978670636 -12396.791594917544 -10553.310774673955 21485.331839139344 -86810.721812500007 47660.536702127662 -37234.089863612287 69193.722080328531 86695.763861607149 -8896.4968876008061
leaf_weight=1197469 2861586 621 986 143 92 29 26 45 34 123 30 2319 5629 27 1232 221 29 1717 122 281 126 496 124 61 25 47 59 39 35 31
leaf_count=1197469 2861586 621 986 143 92 29 26 45 34 123 30 2319 5629 27 1232 221 29 1717 122 281 126 496 124 61 25 47 59 39 35 31
internal_value=0 40.497 1937.05 4207.98 -2312.17 14045.6 26489.3 68282.8 -10940.5 10185.3 45070.8 -3615.15 4651.97 -6979.45 -879.289 -11664.1 -9970.39 5547.61 9081.66 21461.5 5563.23 -4535.04 11062.7 12686.8 -4252.23 8106.82 -7385.05 22850.3 45358.5 35902.2
internal_weight=0 1.21222e+06 14749 9612 5137 379 253 71 126 182 59 4758 9469 677 3551 1207 650 8792 3163 700 2463 746 250 512 192 167 120 320 188 153
internal_count=4073804 1212218 14749 9612 5137 379 253 71 126 182 59 4758 9469 677 3551 1207 650 8792 3163 700 2463 746 250 512 192 167 120 320 188 153
is_linear=0
shrinkage=0.1


Tree=4808
num_leaves=31
num_cat=0
split_feature=0 0 4 1 6 6 1 3 1 4 6 6 1 3 4 1 3 1 6 3 6 3 3 6 4 6 6 6 6 4
split_gain=2.85688e+11 3.98944e+12 1.16848e+13 2.3222e+13 1.96904e+13 1.63019e+13 1.24087e+13 1.53932e+13 1.21855e+13 2.94819e+13 1.20655e+13 1.09181e+13 1.29562e+13 1.48913e+13 1.89437e+13 1.89495e+13 1.98821e+13 1.59198e+13 3.19535e+13 2.06491e+13 1.45668e+13 1.43308e+13 1.65202e+13 1.41589e+13 1.30331e+13 1.25254e+13 1.12025e+13 1.08745e+13 1.09732e+13 1.08608e+13
threshold=45.00849250000001 44.990874950000006 9.5000000000000018 39.044653900000007 99.050000000000011 142.05000000000004 38.782330450000011 3.5000000000000004 39.069277450000008 11.500000000000002 57.005000000000003 65.805000000000021 40.965343750000009 14.500000000000002 22.500000000000004 39.079932600000006 11.500000000000002 39.105193450000009 102.04000000000001 11.500000000000002 69.605000000000004 8.5000000000000018 4.5000000000000009 90.045000000000016 16.500000000000004 66.990000000000023 47.805000000000007 122.65000000000002 106.49500000000002 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 6 4 -4 27 7 -3 9 -5 -11 26 13 14 17 16 -16 23 19 21 25 22 -19 -13 -24 -15 29 28 -6 -10
right_child=-2 2 3 8 5 -7 -8 -9 11 10 -12 12 -14 20 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-48.847446336753379 -6.8811726706628056 -7040.1150511634542 13127.207920867229 71566.711132812503 -41343.648589638164 57447.721858723962 4826.9178929516393 -76391.774698660709 -497.00851099270534 -3405.9693202046956 -16754.893026335096 7363.6644858357904 -5301.4523506404184 -25471.494510690791 69649.831598682897 2310.3006500244142 -11885.661613175676 -35224.253085409633 118192.45376900338 92501.394557291671 -12748.443531290692 -48861.516570598324 70185.507140324029 -29115.469370202849 -21756.305784970238 41790.158823529411 -5359.8466394652723 -92963.972070312506 14155.860644531251 11007.492552766747
leaf_weight=224683 3816138 374 1893 47 95 24 9184 35 8798 1859 1065 1596 987 38 156 112 37 37 37 30 528 41 58 114 21 102 4729 24 57 905
leaf_count=224683 3816138 374 1893 47 95 24 9184 35 8798 1859 1065 1596 987 38 156 112 37 37 37 30 528 41 58 114 21 102 4729 24 57 905
internal_value=0 101.913 1128.91 -76.4855 9974.51 -19865.8 4067.93 -12974.9 -1064.26 -7005.06 -8268.01 -101.147 4597.84 7958.9 11868.3 35030.7 54018.7 8215.44 33283.1 16482.9 -5144.46 1957.05 19918.8 4931.72 45745.3 23533.4 -1369.01 -30408.5 -20531.3 576.018
internal_weight=0 257666 32983 23390 2093 200 9593 409 21297 2971 2924 18326 3894 2907 2239 305 193 1934 224 187 668 157 116 1710 79 140 14432 176 152 9703
internal_count=4073804 257666 32983 23390 2093 200 9593 409 21297 2971 2924 18326 3894 2907 2239 305 193 1934 224 187 668 157 116 1710 79 140 14432 176 152 9703
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=31
num_cat=0
split_feature=6 4 0 4 7 3 1 6 6 1 3 1 6 3 4 7 3 3 6 4 4 1 6 3 6 1 0 2 7 1
split_gain=2.78983e+11 2.94447e+12 9.07152e+12 8.92824e+12 1.56697e+13 1.29207e+13 1.76208e+13 9.46829e+12 1.77395e+13 1.52241e+13 2.12234e+13 1.56778e+13 1.35338e+13 9.70073e+12 1.49701e+13 8.51212e+12 2.47418e+13 8.90464e+12 1.3422e+13 7.71113e+12 7.47283e+12 6.02376e+12 1.85158e+13 5.70825e+12 1.17346e+13 7.64326e+12 4.90862e+12 5.00663e+12 1.09068e+13 1.62288e+13
threshold=46.010000000000012 17.500000000000004 43.6005307 18.500000000000004 6.0000000000000009 10.500000000000002 39.777866350000004 38.405000000000008 39.810000000000009 39.723160900000003 15.500000000000002 39.763755750000009 42.875000000000007 15.500000000000002 23.500000000000004 6.0000000000000009 6.5000000000000009 9.5000000000000018 32.410000000000004 20.500000000000004 23.500000000000004 30.084656550000002 43.905000000000008 16.500000000000004 45.305000000000007 82.948524700000021 45.040161900000008 75.000000000000014 6.0000000000000009 37.374856000000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 13 -9 19 11 12 -11 14 15 17 -17 18 -5 -10 -15 22 -4 -1 26 -26 -25 28 29 -28
right_child=-2 2 21 7 -6 -7 -8 8 9 10 -12 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-71.234297711006334 23.7114602815872 -28499.105506963577 6623.4011051767884 -12632.852018229169 -74030.9223135965 -59139.83151195629 65655.803362165185 100941.75890625 -89975.715112304693 16031.958517020088 -62333.169238281254 -16453.286416330648 106679.49720703127 -8203.4448730468757 -89405.11540994083 103566.92714843751 -43179.463252314818 4507.899372944079 -110797.42502253606 -14237.145083841464 66660.588542480473 267.62979359601195 99838.024085582394 -21035.708861413663 -10136.269860055907 -50550.646774961897 13292.414557701772 -759.84809552113143 6575.536972897803 -27801.508993522551
leaf_weight=1541668 2237135 46 679 30 57 37 35 20 20 28 24 31 40 40 34 20 27 38 26 41 20 287338 22 137 109 82 127 5215 283 395
leaf_count=1541668 2237135 46 679 30 57 37 35 20 20 28 24 31 40 40 34 20 27 38 26 41 20 287338 22 137 109 82 127 5215 283 395
internal_value=0 -28.8815 264.335 -11877.8 -30976.8 -10179.5 12185.1 -4264.24 11498.2 1776.03 22032.7 42485.1 69354 -17947.3 -29844 -15481.7 19265.8 -32855.5 -58209.3 -39069.5 16751.2 290.217 9548.82 -83.5565 -3076.1 -27486.9 -2318.84 -1892.89 -9233.02 -17803.6
internal_weight=0 1.83667e+06 288653 614 175 118 81 439 204 184 123 99 68 235 175 141 47 94 56 61 60 288039 701 1.54802e+06 6348 191 6157 6020 805 522
internal_count=4073804 1836669 288653 614 175 118 81 439 204 184 123 99 68 235 175 141 47 94 56 61 60 288039 701 1548016 6348 191 6157 6020 805 522
is_linear=0
shrinkage=0.1


Tree=4810
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 6 4 4 5 6 4 4 0 0 3 4 0 0 3 6 3 3 0 4 3 4 6 6
split_gain=2.94729e+11 8.64049e+12 3.11774e+13 8.1952e+13 2.23226e+13 2.84334e+13 4.2481e+13 3.59245e+13 3.27497e+13 3.95825e+13 2.61281e+13 2.67482e+13 2.55687e+13 2.47864e+13 6.931e+13 4.37346e+13 3.6116e+13 3.76372e+13 3.03823e+13 3.16687e+13 2.91552e+13 4.45568e+13 2.88442e+13 4.67788e+13 2.76102e+13 3.40469e+13 3.10225e+13 2.74252e+13 2.74073e+13 2.74524e+13
threshold=37.503969450000007 37.488790500000007 55.60524465000001 55.568628050000008 55.685785750000008 55.812023600000011 55.850146250000009 104.01000000000001 23.500000000000004 22.500000000000004 3.5000000000000004 30.025000000000002 6.5000000000000009 16.500000000000004 55.775215600000003 55.783232450000007 12.500000000000002 18.500000000000004 55.737027400000009 55.702806750000008 9.5000000000000018 40.490000000000002 6.5000000000000009 8.5000000000000018 55.696737300000009 20.500000000000004 14.500000000000002 23.500000000000004 69.605000000000004 74.015000000000015
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 -3 12 7 8 10 9 -7 11 -6 -4 15 16 20 17 18 19 -15 -13 -22 -16 27 -18 -26 -27 -24 -17 -30
right_child=-2 2 4 -5 5 6 -8 -9 -10 -11 -12 13 -14 14 22 28 24 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-6.6204316435710702 12.460461067216603 -3366.7624941041709 83483.381043198533 -38121.055440443037 44159.056559602512 25242.468828342015 -2555.1089068631577 -142622.63862304689 2954.6033425841524 148124.44537037038 80334.094720643945 -43505.541910734959 10958.965706702144 10022.486591639366 -60891.669166666667 -9750.6444409829946 -62014.120485934967 57270.372410446769 -53885.170230876865 143729.26878906251 -66152.149118768604 67247.077915511603 137003.92109375002 -28228.96288048767 55938.726564646291 -115566.15242745537 -1775.6932005365213 -11997.13748139881 118417.41475694446 9563.747800480769
leaf_weight=704272 3354007 4467 51 800 91 900 4350 20 1037 27 33 675 1038 155 195 413 77 279 67 20 42 62 30 289 91 28 166 21 36 65
leaf_count=704272 3354007 4467 51 800 91 900 4350 20 1037 27 33 675 1038 155 195 413 77 279 67 20 42 62 30 289 91 28 166 21 36 65
internal_value=0 -58.0615 -2391.62 -8645.56 819.485 -788.175 2956.41 -9069.55 15163.7 28821.6 -8127.38 -9169.21 14355.4 -10959.3 -1828.6 -20972.7 15380.4 32238.4 3379.19 25303.3 -35911.8 13374.3 -30231.5 -12647 -8881.99 5473.01 -18199.1 75650.5 1668.59 48363.1
internal_weight=0 719797 15525 5267 10258 9169 6314 2855 1964 927 2835 2802 1089 2711 1418 1293 883 521 242 175 779 104 535 340 362 285 194 51 514 101
internal_count=4073804 719797 15525 5267 10258 9169 6314 2855 1964 927 2835 2802 1089 2711 1418 1293 883 521 242 175 779 104 535 340 362 285 194 51 514 101
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 4 1 7 1 6 6 6 0 7 6 1 1 2 1 1 1 4 4 4 0 1 6 0 0 0
split_gain=2.79402e+11 2.10662e+12 1.87663e+13 3.96678e+13 4.89393e+13 7.30637e+13 6.52262e+13 5.02314e+13 4.49973e+13 3.93134e+13 4.69224e+13 3.84241e+13 3.56301e+13 5.78488e+13 3.41549e+13 5.77016e+13 6.92302e+13 3.3722e+13 4.30737e+13 5.08833e+13 2.81168e+13 2.80765e+13 2.78193e+13 2.60572e+13 4.82858e+13 3.16197e+13 5.24082e+13 4.01337e+13 3.77928e+13 3.50614e+13
threshold=915.50000000000011 37.503969450000007 55.840017500000009 55.876067900000002 20.500000000000004 12.500000000000002 37.46219940000001 6.0000000000000009 37.46219940000001 98.020000000000024 56.205000000000005 86.030000000000015 55.858844800000007 6.0000000000000009 58.995000000000012 37.131181300000009 37.343102500000008 75.000000000000014 37.374856000000008 37.290808600000013 37.442254400000003 11.500000000000002 19.500000000000004 21.500000000000004 55.910578700000009 37.475446350000006 88.00500000000001 55.883833400000007 55.897267000000006 55.897267000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 20 11 9 10 22 17 13 -4 -14 -16 21 -7 19 -19 -6 -17 -9 -5 25 27 -27 -25 -28 -29
right_child=-2 -3 3 23 6 7 -8 8 -10 -11 -12 -13 14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 28 29 -30 -31
leaf_value=-798.19664407906896 -11.715754429508708 176.40252164398413 1103.971804867806 -1249.672132631106 -5835.9461970201837 23938.009635384748 20316.721676218287 47516.177166418653 -67613.996506076393 -35820.678197337962 81866.450460863576 -31216.054033652119 5315.7616507071034 -38532.150210291547 -11388.47647509496 172387.6355532787 32445.760717222747 6034.2734456024846 -14687.320898193764 95500.302216131051 -89002.361623475619 51433.04916294643 -7617.2211005632271 -12706.132050862405 -4277.7690437779447 5655.8854454002194 -112015.10586495537 37683.368347868374 14068.085818142363 13163.867963804847
leaf_weight=150695 3394471 469165 2987 37450 4774 2151 1113 315 36 54 317 174 1566 420 181 61 266 229 601 88 41 28 129 361 2804 796 70 976 36 1449
leaf_count=150695 3394471 469165 2987 37450 4774 2151 1113 315 36 54 317 174 1566 420 181 61 266 229 601 88 41 28 129 361 2804 796 70 976 36 1449
internal_value=0 58.5409 -204.565 1299.6 5643.7 10054.1 -1500.91 20172.5 41795.8 46628.6 52479.2 14498.3 2534.68 -3782.2 12773.3 34561.6 57989.7 17090.1 1044.44 30870.3 -6544.11 134335 31497.7 -235.791 5612.93 13132.9 -3140.27 18401.5 -69194.4 23032.3
internal_weight=0 679333 210168 59473 15531 9603 5928 4094 851 815 761 3243 5509 3407 2102 536 355 3069 918 317 4815 89 444 43942 6492 3688 902 2786 106 2425
internal_count=4073804 679333 210168 59473 15531 9603 5928 4094 851 815 761 3243 5509 3407 2102 536 355 3069 918 317 4815 89 444 43942 6492 3688 902 2786 106 2425
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=31
num_cat=0
split_feature=2 0 0 6 1 1 1 1 6 1 6 4 4 1 6 1 6 4 4 3 3 6 6 3 6 1 6 6 1 6
split_gain=3.25071e+11 5.10509e+12 3.64057e+13 3.54659e+13 3.57199e+13 6.49259e+13 6.04708e+13 6.47441e+13 8.47493e+13 5.33692e+13 5.31951e+13 5.16306e+13 5.60119e+13 5.03674e+13 4.62137e+13 4.4119e+13 7.98111e+13 5.79603e+13 7.01802e+13 4.60443e+13 3.80844e+13 3.80051e+13 3.52224e+13 4.57835e+13 5.5923e+13 3.3971e+13 3.36327e+13 3.25745e+13 3.22319e+13 3.04732e+13
threshold=36.000000000000007 55.676890650000011 55.685785750000008 44.820000000000007 37.517483500000004 37.586700500000006 37.682335600000009 37.702956500000006 53.310000000000009 37.755233900000007 78.010000000000005 5.5000000000000009 8.5000000000000018 37.543519500000009 55.805000000000007 37.729575300000008 75.605000000000004 17.500000000000004 16.500000000000004 7.5000000000000009 3.5000000000000004 53.705000000000005 75.605000000000004 5.5000000000000009 54.990000000000002 37.71815560000001 46.010000000000012 56.805000000000007 37.780517050000007 54.010000000000012
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 28 3 -3 26 13 10 8 20 15 11 -7 -13 -6 -10 16 19 18 27 29 -8 -15 23 24 -14 -21 -5 -17 -1 -9
right_child=-2 2 -4 4 5 6 7 9 14 -11 -12 12 22 21 -16 17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=563.31146920917752 7.8261808796644061 2261.5129777108878 -167.2153564466351 65561.892564174108 -16825.561478365384 24254.707293701173 32943.274053030305 -16032.798118832237 170500.26467013892 -2569.5030337474386 31546.832215337643 -189946.68095703126 -84896.88258605072 -7573.1445445884156 34718.836619559152 -15308.27856031515 175011.19390625 9357.8458243534478 -220561.26105182926 -74080.262242542623 -96236.007041807447 44691.777083032619 -172749.3631673177 -70622.006941754444 25496.787545620438 75035.692480468759 -47664.314181137088 -113251.68505859375 -21996.161350210732 -114206.96144778829
leaf_weight=109816 3783399 2121 173993 28 416 80 33 57 27 610 87 32 69 205 350 59 20 58 41 22 74 433 24 359 137 50 416 80 637 71
leaf_count=109816 3783399 2121 173993 28 416 80 33 57 27 610 87 32 69 205 350 59 20 58 41 22 74 433 24 359 137 50 416 80 637 71
internal_value=0 -101.96 -430.441 -8116.18 -13851.2 -10361.9 -19644.4 -8189.78 22150.3 -21939.4 -42204.9 -51358.1 -61098.9 10246.3 44443.2 -47737.8 -15456 -77578.1 -105591 -34502.7 -56395.7 27898.2 -54098.7 -49058.6 -11479.7 29472.5 -40523.9 -71678.6 433.207 -70488.8
internal_weight=0 290405 179952 5959 3838 3394 2340 1552 484 1068 788 701 621 1054 377 458 220 238 180 200 107 638 589 565 206 72 444 139 110453 128
internal_count=4073804 290405 179952 5959 3838 3394 2340 1552 484 1068 788 701 621 1054 377 458 220 238 180 200 107 638 589 565 206 72 444 139 110453 128
is_linear=0
shrinkage=0.1


Tree=4813
num_leaves=31
num_cat=0
split_feature=4 1 6 3 0 1 0 4 0 4 0 1 5 6 1 2 6 0 6 4 6 6 6 0 6 0 7 0 3 5
split_gain=2.97955e+11 2.59905e+12 1.30083e+13 2.12936e+13 1.8634e+13 1.0826e+13 8.65437e+12 1.55283e+13 7.84039e+12 6.7725e+12 7.37978e+12 1.22484e+13 2.27263e+13 1.94528e+13 1.0027e+13 1.16474e+13 1.27617e+13 9.93672e+12 9.50771e+12 9.89866e+12 8.39062e+12 2.36251e+13 2.1386e+13 8.33883e+12 9.17436e+12 1.98108e+13 2.0688e+13 2.11048e+13 1.70992e+13 2.05427e+13
threshold=10.500000000000002 83.754481100000007 156.15000000000003 9.5000000000000018 55.303261650000003 83.658467900000019 56.067362750000008 14.500000000000002 56.128722100000005 16.500000000000004 56.020150250000007 92.865667950000017 3.5000000000000004 118.04500000000002 92.948588300000011 3658.0000000000005 142.05000000000004 56.006509350000009 43.010000000000012 15.500000000000002 94.02500000000002 81.02500000000002 102.04000000000001 52.516286950000008 58.995000000000012 53.310923100000004 6.0000000000000009 56.006509350000009 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 5 6 -4 -5 -2 9 8 -8 10 14 12 18 -13 15 20 23 -16 -12 -20 21 -3 -22 -17 -25 -26 28 -28 -27 -30
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 11 13 -14 -15 17 16 -18 -19 19 -21 22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=20.927885421560589 -37.992655433858097 1599.2296086105962 104292.96411132812 65273.149153645842 -54806.764582170756 -4269.79800552087 -18123.67773710363 613.27939587798016 -2980.7030023668194 -221.5820581302969 607.84868939943965 7102.1691911506778 95227.698570667621 -69341.804503676467 -547.39283792458241 66402.82640429688 -60137.172916666663 43858.764843750003 -22124.118005506498 -4335.3576772038878 75795.813541666663 -35508.117208389034 -450.45160688920453 4895.3049634393146 -37264.386420641451 -16167.917378504135 30688.807548959387 -7256.6077704067902 16285.210756260896 -32444.758635896382
leaf_weight=2547999 1483742 2080 32 24 28 6070 850 3062 572 15158 955 1591 22 34 4223 25 27 51 586 671 51 187 132 3117 76 272 930 174 968 95
leaf_count=2547999 1483742 2080 32 24 28 6070 850 3062 572 15158 955 1591 22 34 4223 25 27 51 586 671 51 187 132 3117 76 272 930 174 968 95
internal_value=0 -34.9483 804.733 40111.2 614.734 -55.2345 712.785 -3397.02 -12032.4 1299.21 2716.32 -1102.96 -5907.9 5502.73 3904.15 5964.78 8449.16 -17.5112 -6913.77 -12628.3 201.023 -1461.68 20798.5 8776.51 8520.72 13013.9 14580.6 24708.3 6205.36 11930.2
internal_weight=0 1.5258e+06 35993 84 52 1.48981e+06 35909 4484 1422 31425 16267 3859 2234 1625 12408 8134 5684 4274 2212 1257 2450 2267 183 5657 5632 2515 2439 1104 1335 1063
internal_count=4073804 1525805 35993 84 52 1489812 35909 4484 1422 31425 16267 3859 2234 1625 12408 8134 5684 4274 2212 1257 2450 2267 183 5657 5632 2515 2439 1104 1335 1063
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 0 0 6 7 4 6 5 6 6 6 4 6 0 5 6 0 6 0 6 6 4 4 0 6
split_gain=2.96504e+11 6.28489e+12 1.23871e+13 1.73056e+13 1.51727e+13 9.57257e+12 4.46908e+13 3.02385e+13 2.2328e+13 1.66189e+13 1.59523e+13 1.57074e+13 1.76923e+13 1.44022e+13 5.35122e+13 1.08808e+13 1.29017e+13 1.76668e+13 1.68294e+13 1.37358e+13 1.01747e+13 9.44948e+12 9.41712e+12 1.03175e+13 9.07883e+12 1.72153e+13 1.4776e+13 3.37883e+13 2.50116e+13 2.34105e+13
threshold=37.957884500000006 37.978059650000013 23.500000000000004 93.050000000000011 59.025000000000013 55.79439725000001 55.728148450000006 55.801384500000005 37.995000000000012 6.0000000000000009 6.5000000000000009 83.010000000000005 3.5000000000000004 110.01500000000001 99.050000000000011 48.810000000000009 15.500000000000002 71.715000000000018 55.753967500000009 1.5000000000000002 56.205000000000005 55.743464250000009 86.920000000000016 55.922096200000006 48.025000000000013 41.005000000000003 14.500000000000002 15.500000000000002 55.649510000000014 67.445000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 -7 15 -10 -9 13 14 22 -8 17 18 -17 -18 21 -11 23 -13 25 -2 28 -28 -26 -30
right_child=1 -3 3 -5 -6 7 9 11 10 20 -12 12 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=44.319410658918279 -1406.4897259560862 -5.8229984832835653 2563.3197198648122 -47561.013231565244 25579.368375986633 -26408.390592447919 -8396.1601715398938 -3653.1144322139539 -8563.1886528862851 -74020.628041294651 43402.925414964855 -2477.764293323864 -43510.712366071435 -31015.914218750004 182920.57382812502 -47198.588621871866 -70567.752238948175 -92481.879997051903 3960.4468186981826 -10485.669707848851 -98294.445192307699 6754.6104036458337 3011.0919840494794 82411.773694740856 -22816.886802854831 14285.767319580651 -72139.088700112959 -7211.9996891988476 3069.1189617046043 44301.791218298524
leaf_weight=1101410 3875 2956684 1094 57 388 72 883 3542 72 28 329 22 35 30 24 187 41 53 98 529 39 30 96 41 227 853 83 2336 447 199
leaf_count=1101410 3875 2956684 1094 57 388 72 883 3542 72 28 329 22 35 30 24 187 41 53 98 529 39 30 96 41 227 853 83 2336 447 199
internal_value=0 -16.4224 -2011.27 6509.48 8589.11 -2936.64 -4641.46 1025.68 24866 -18483.6 34072.4 -1949.64 22379.8 33206.8 43735.1 -16300.1 -23986.5 -39466.1 -29607.1 -14807.4 -58798.2 -32240.3 22726 52767.8 -1382.87 1424.62 -5415.02 -9439.76 5737.14 15770.8
internal_weight=0 2.97239e+06 15710 1539 1482 14171 9908 4263 473 1888 401 3790 248 213 183 1791 908 338 285 570 97 58 159 63 8020 4728 3292 2419 873 646
internal_count=4073804 2972394 15710 1539 1482 14171 9908 4263 473 1888 401 3790 248 213 183 1791 908 338 285 570 97 58 159 63 8020 4728 3292 2419 873 646
is_linear=0
shrinkage=0.1


Tree=4815
num_leaves=31
num_cat=0
split_feature=2 1 1 4 4 0 6 0 0 0 4 0 6 3 4 0 1 6 4 6 3 0 3 6 0 6 6 6 6 6
split_gain=2.8309e+11 2.124e+12 1.99761e+13 2.37374e+13 4.79882e+13 4.73135e+13 5.5545e+13 3.49091e+13 3.71745e+13 5.71248e+13 4.36651e+13 4.03041e+13 3.5889e+13 3.34463e+13 2.94193e+13 2.68368e+13 2.59186e+13 4.08887e+13 5.96219e+13 2.38904e+13 2.29723e+13 2.20401e+13 2.69215e+13 3.73518e+13 3.05297e+13 2.67566e+13 2.33694e+13 2.201e+13 2.38226e+13 2.0034e+13
threshold=915.50000000000011 37.740454950000007 37.768783500000005 16.500000000000004 14.500000000000002 55.660117850000006 80.030000000000015 55.667390500000003 55.812023600000011 55.801384500000005 10.500000000000002 55.81943720000001 82.905000000000015 7.5000000000000009 23.500000000000004 55.743464250000009 37.755233900000007 84.00500000000001 8.5000000000000018 65.805000000000021 4.5000000000000009 55.721784200000009 4.5000000000000009 71.715000000000018 55.801384500000005 63.415000000000006 53.005000000000003 52.990000000000002 60.005000000000003 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 7 -6 -7 -3 9 10 13 -10 -12 16 -5 -14 -9 19 -19 27 -11 -16 23 25 -24 26 -23 -18 -29 -20
right_child=-2 2 -4 14 5 6 -8 8 11 20 12 -13 15 -15 21 -17 17 18 29 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-78.139136489104615 -11.792817742044237 10187.305239625019 26.561911093826936 -4583.905159590634 -489.04150557962157 28077.218414949475 109246.07308257728 -12720.985413529401 120441.9297348485 -27238.21882822465 -16785.445569471376 8812.7546836173096 -40435.525334821432 32621.467797171408 22558.503251117825 -189981.56633184524 1037.8840090410786 151795.75066489363 58219.599093750003 -29833.048958866973 -83693.257127192977 11271.466425304878 -71718.608913934426 140732.31901939656 435.77954770694623 -77514.615343750003 96914.268388898985 63003.841722704019 1230.2904159813597 -68379.009375000009
leaf_weight=424352 3394471 4589 234659 5954 569 902 93 1035 33 196 959 1627 28 341 757 21 775 47 25 183 114 123 61 29 1516 25 43 138 114 25
leaf_count=424352 3394471 4589 234659 5954 569 902 93 1035 33 196 959 1627 28 341 757 21 775 47 25 183 114 123 61 29 1516 25 43 138 114 25
internal_value=0 58.926 287.037 3294.75 6195.09 22511 35663.9 3705.51 -1548.85 -6768.55 -3305.67 11031.9 -21050.6 3361.09 -732.593 -104527 -899.278 8462.21 70932.1 3454.29 -47999.1 8245.76 2216.41 34986.7 -2355.23 18931.1 33456 9385.73 35058.7 -5079.71
internal_weight=0 679333 254981 20322 11814 1564 995 10250 5661 4001 3691 1660 1008 2683 8508 49 2342 1307 97 1210 310 2554 1797 220 1577 191 166 1027 252 50
internal_count=4073804 679333 254981 20322 11814 1564 995 10250 5661 4001 3691 1660 1008 2683 8508 49 2342 1307 97 1210 310 2554 1797 220 1577 191 166 1027 252 50
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=31
num_cat=0
split_feature=4 3 3 4 7 0 0 6 7 6 6 7 6 0 6 1 3 6 6 1 0 6 1 1 1 4 0 4 3 6
split_gain=3.24769e+11 2.65629e+12 4.51975e+12 2.54545e+13 1.11029e+13 8.37513e+12 9.30814e+12 1.57019e+13 1.43991e+13 1.04167e+13 1.09166e+13 1.01975e+13 5.88351e+13 1.69199e+13 1.20353e+13 6.60257e+12 6.14068e+12 9.24938e+12 8.53117e+12 7.69061e+12 6.03812e+12 7.41712e+12 5.22102e+12 2.98018e+13 1.01192e+13 3.57896e+13 4.65685e+13 2.28276e+13 3.91924e+13 5.21407e+13
threshold=28.500000000000004 22.500000000000004 19.500000000000004 29.500000000000004 6.0000000000000009 55.812023600000011 55.685785750000008 97.020000000000024 6.0000000000000009 60.910000000000004 45.005000000000003 6.0000000000000009 67.91500000000002 55.759969450000007 74.615000000000009 37.702956500000006 21.500000000000004 44.410000000000004 39.505000000000003 60.66055595000001 55.82518790000001 62.375000000000007 37.682335600000009 37.702956500000006 37.600779750000008 29.500000000000004 55.753967500000009 31.500000000000004 15.500000000000002 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 2 22 4 -4 6 8 11 9 10 -5 12 13 -8 -13 -16 17 18 -6 -19 21 -7 24 -24 -2 26 -26 28 29 -27
right_child=1 -3 3 5 16 20 7 -9 -10 -11 -12 14 -14 -15 15 -17 -18 19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=2.5418264275366571 -386.05324431696698 985.23693673155287 -93148.626266163803 65444.458691406253 -38460.409860131047 67573.461892607724 59943.434186422419 -88146.368952546298 -2942.1246107043826 83783.828642003689 -27970.9092268319 -11135.333961697208 -189295.62604166669 -38442.900390625 48033.51504591557 -16460.767578125 299.06190330376057 -72474.408275872309 40953.989713541669 -16122.368172200522 3526.4968019724142 -7386.707120028409 -61422.036847214476 -1579.5012443902599 24013.154409327653 -15167.391771227905 145516.09691506412 6536.9564266539301 93761.12053571429 -154303.3548141892
leaf_weight=4041054 8212 10633 29 22 31 33 29 27 629 34 29 689 21 44 57 22 59 74 24 36 967 22 84 8951 165 99 39 1631 21 37
leaf_count=4041054 8212 10633 29 22 31 33 29 27 629 34 29 689 21 44 57 22 59 74 24 36 967 22 84 8951 165 99 39 1631 21 37
internal_value=0 -313.638 -938.087 -4634.16 -34927.1 -1714.49 -6224.63 -13053.7 2278.26 40909.1 12325.9 -10701.6 -41790.8 642.082 -6896.45 30073.1 -27389.5 -37290.2 -3806.85 -54031.9 5359.63 37589.4 -385.185 -2135.87 1164.93 7558.87 47241.7 3031.3 -33387.3 -53020.6
internal_weight=0 32750 22117 2878 253 2625 1603 889 714 85 51 862 94 73 768 79 224 165 55 110 1022 55 19239 9035 10204 1992 204 1788 157 136
internal_count=4073804 32750 22117 2878 253 2625 1603 889 714 85 51 862 94 73 768 79 224 165 55 110 1022 55 19239 9035 10204 1992 204 1788 157 136
is_linear=0
shrinkage=0.1


Tree=4817
num_leaves=31
num_cat=0
split_feature=1 1 6 0 4 6 6 7 4 6 6 6 5 6 3 0 6 4 6 4 6 5 4 0 0 4 6 6 5 6
split_gain=2.81549e+11 4.74792e+12 1.30758e+13 1.34269e+13 5.94594e+13 3.56464e+13 2.61178e+13 2.08294e+13 1.8185e+13 4.49728e+13 4.49328e+13 3.05591e+13 1.93147e+13 1.7122e+13 1.62981e+13 2.06828e+13 1.58188e+13 2.60814e+13 2.01098e+13 1.55734e+13 4.04147e+13 2.28787e+13 2.09155e+13 7.04021e+13 2.79986e+13 3.6574e+13 2.75163e+13 4.70299e+13 1.87718e+13 1.56824e+13
threshold=65.559704250000024 65.574968200000015 33.805000000000007 57.113979900000011 13.500000000000002 68.515000000000015 101.02000000000002 6.0000000000000009 9.5000000000000018 110.01500000000001 85.020000000000024 81.705000000000013 2.5000000000000004 114.05000000000001 3.5000000000000004 57.14107305000001 76.00500000000001 14.500000000000002 74.015000000000015 14.500000000000002 106.49500000000002 3.5000000000000004 13.500000000000002 57.15297970000001 57.15297970000001 11.500000000000002 86.030000000000015 99.050000000000011 2.5000000000000004 116.05000000000001
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 13 7 16 -6 9 10 11 -5 -13 -4 -11 -16 18 -18 -7 20 21 22 24 26 -10 28 -24 -28 -26 -22
right_child=1 -3 3 8 5 6 -8 -9 19 14 -12 12 -14 -15 15 -17 17 -19 -20 -21 29 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-15.107505270904021 -7917.0495557017684 17.852403951736452 17673.399792319247 -2314.2187864050197 -8274.0278075168881 -19361.185788026149 67009.140524193557 7083.1179374580961 -5614.0643478393558 103260.89885697799 -44967.722631539415 121657.35302419355 22285.117040094341 96897.987597656262 -18542.79868267952 70713.002882543107 2542.1367929372482 -35453.61818944566 -83262.029077148443 3452.6081716988638 -65504.314807128911 93384.616324869799 45927.837910176946 7095.2276836005203 23904.770352804251 -8790.6232648089226 194338.2067107372 54179.726260080643 62831.894869579795 -9564.4907890286795
leaf_weight=3062454 1295 994861 1060 2627 2069 98 31 1541 704 44 247 31 53 28 47 58 310 433 99 3547 64 39 236 577 464 286 39 62 169 231
leaf_count=3062454 1295 994861 1060 2627 2069 98 31 1541 704 44 247 31 53 28 47 58 310 433 99 3547 64 39 236 577 464 286 39 62 169 231
internal_value=0 45.7468 1728.75 2550.87 -1302.41 -6293.45 -23302.2 -1718.53 4844.23 -1435.68 -4135.9 -415.7 58958.2 19712.3 52169.9 30760.4 -26280.5 -19600.7 -51473.8 7884.38 13359.7 17374.7 16206.2 28305.5 9392.47 20888.2 64621.1 108300 34297.6 -21700.6
internal_weight=0 1.01135e+06 16489 15194 5669 4581 971 3610 9525 3107 2958 2711 84 1088 149 105 940 743 197 6418 2871 2576 2537 914 1623 919 337 101 633 295
internal_count=4073804 1011350 16489 15194 5669 4581 971 3610 9525 3107 2958 2711 84 1088 149 105 940 743 197 6418 2871 2576 2537 914 1623 919 337 101 633 295
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 0 0 6 1 2 4 6 5 0 4 6 0 5 1 1 6 6 6 1 1 1 0 6 1 1
split_gain=2.91666e+11 2.69334e+12 1.17251e+13 2.05865e+13 2.04789e+13 2.05782e+13 1.70355e+13 2.58786e+13 2.33539e+13 1.01995e+14 2.75651e+13 5.12508e+13 2.56951e+13 2.2259e+13 2.63289e+13 2.86311e+13 2.14223e+13 2.09626e+13 2.47602e+13 2.07449e+13 1.76869e+13 2.47255e+13 1.61079e+13 2.30225e+13 7.67649e+13 3.91116e+13 3.39816e+13 2.46576e+13 2.22953e+13 6.12699e+13
threshold=5.5000000000000009 55.649510000000014 55.743464250000009 52.419561900000012 83.971434050000013 55.737027400000009 55.728148450000006 73.41500000000002 37.543519500000009 75.000000000000014 4.5000000000000009 83.820000000000007 2.5000000000000004 55.737027400000009 4.5000000000000009 80.720000000000013 55.702806750000008 2.5000000000000004 37.503969450000007 37.563506350000004 118.04500000000002 98.020000000000024 56.505000000000003 37.631035900000008 37.618684050000006 37.682335600000009 55.710673100000008 63.855000000000011 37.563506350000004 37.503969450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 9 16 12 -12 -11 14 17 -16 -9 -8 -19 -10 21 -14 -3 24 28 26 27 -25 29 -24
right_child=-2 2 -4 4 -6 -7 13 8 19 10 11 -13 20 -15 15 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-88.690918977434038 -16.731174655398856 1085.4035816744408 99.822523681503185 -33104.372721721636 -1181.7411872128339 16404.755295740517 1437.6212520678509 -175673.16809027779 85201.511453125 -112017.90714285715 -28710.293787202379 131569.60557154607 38462.370737591911 3843.9642467536091 18668.248388289259 72668.232215507072 -75745.804937595269 12763.729218750001 -134037.43167317708 -6848.4077560785654 73300.618206521744 -73997.839300271749 15163.733196162239 -191893.41344401042 192632.03365384616 6422.3181178937048 2979.7944645579269 -41551.023906250004 44189.938567308607 -129656.72137096775
leaf_weight=659999 2928705 14774 457023 454 1359 103 241 45 25 28 42 38 34 4703 1332 106 41 20 27 1184 23 46 507 24 26 2576 41 20 227 31
leaf_count=659999 2928705 14774 457023 454 1359 103 241 45 25 28 42 38 34 4703 1332 106 41 20 27 1184 23 46 507 24 26 2576 41 20 227 31
internal_value=0 42.7917 221.679 2205.2 -7800.46 -23949.2 2938 1481.41 -11117.1 -36241.8 1170.83 47422.7 -27074.6 7408.59 17121.5 22648.8 -128033 -10476.6 -71568.9 -4944.98 -3983.16 -26202.3 2522.42 8672.6 23651.3 4220.07 -62521.1 -123556 17908.2 6819.06
internal_weight=0 1.1451e+06 485100 28077 1916 557 26161 19732 1506 297 211 80 131 6429 1726 1438 86 288 47 1209 103 80 18226 3452 791 2661 85 44 765 538
internal_count=4073804 1145099 485100 28077 1916 557 26161 19732 1506 297 211 80 131 6429 1726 1438 86 288 47 1209 103 80 18226 3452 791 2661 85 44 765 538
is_linear=0
shrinkage=0.1


Tree=4819
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 1 6 6 6 6 3 7 6 5 1 0 5 7 4 4 4 4 3 6 5 1 4 5
split_gain=3.36082e+11 3.40094e+12 1.08572e+13 3.47759e+13 2.17885e+13 1.35069e+13 1.56631e+13 5.95474e+13 5.01097e+13 4.74585e+13 5.62085e+13 3.54726e+13 3.82733e+13 3.40423e+13 2.97264e+13 4.13162e+13 2.8735e+13 1.49215e+14 4.12584e+13 2.95893e+13 2.52259e+13 5.03655e+13 3.67116e+13 4.31154e+13 3.07607e+13 2.91696e+13 2.45808e+13 2.41903e+13 2.249e+13 2.0463e+13
threshold=55.029726000000004 55.013931500000005 83.011163250000024 83.015546400000019 83.025426800000005 9.5000000000000018 55.026775150000006 82.963919600000011 88.00500000000001 72.020000000000024 149.05000000000004 95.045000000000016 4.5000000000000009 6.0000000000000009 120.05000000000001 3.5000000000000004 82.948524700000021 55.014210500000011 2.5000000000000004 6.0000000000000009 24.500000000000004 18.500000000000004 15.500000000000002 10.500000000000002 18.500000000000004 110.01500000000001 3.5000000000000004 82.971668900000012 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 -1 5 -4 -5 -3 16 9 27 -8 11 13 -13 -11 20 -16 17 18 19 -7 21 22 23 25 -22 -14 -10 -9 -24 -29
right_child=-2 2 3 4 -6 6 7 8 26 10 -12 12 14 -15 15 -17 -18 -19 -20 -21 24 -23 28 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.4381118783860893 -24.67563978345455 3833.2080059236064 31939.126014832415 7038.2165257867637 -3225.5911081671816 150624.69682291668 -3158.1372558275075 8316.805571677467 -73865.649013157905 -55807.941854172823 105894.3670217803 -53966.095589315089 157003.58884943181 -17535.237737980595 -98594.973828125003 11187.854839886677 -273.11693909702893 3615.3169859869722 157046.12897742321 41455.425977918843 136506.00867888622 -79915.786213235289 171777.85896739131 -51040.756408514491 12449.788471798782 -7766.5638392857145 3569.5390405547755 66441.555385648287 49268.65202579942 24774.806667911307
leaf_weight=1612301 2343880 9736 422 4698 3695 30 4860 352 76 503 33 133 22 432 55 91 83310 8116 59 144 39 51 23 69 41 21 89 208 43 272
leaf_count=1612301 2343880 9736 422 4698 3695 30 4860 352 76 503 33 133 22 432 55 91 83310 8116 59 144 39 51 23 69 41 21 89 208 43 272
internal_value=0 33.4331 552.548 3928 2519.6 279.088 -70.1823 -4491.53 18244.7 -8024.58 -23224.4 -26022.1 -6777.27 -38124.7 7016.38 -30168.7 287.398 5880.46 84781.3 60277.7 24586 7698.28 32801.2 -2060.99 72927.2 76534.4 -32097.6 28228.5 91961.3 42830.4
internal_weight=0 1.72992e+06 117623 8815 8393 108808 99072 7413 997 6416 1556 1523 588 935 455 146 91659 8349 233 174 309 229 178 112 80 43 165 832 66 480
internal_count=4073804 1729924 117623 8815 8393 108808 99072 7413 997 6416 1556 1523 588 935 455 146 91659 8349 233 174 309 229 178 112 80 43 165 832 66 480
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=31
num_cat=0
split_feature=0 3 4 7 6 0 6 0 0 0 0 1 0 0 0 6 0 6 6 1 6 6 0 6 2 6 1 6 0 2
split_gain=2.91687e+11 2.24162e+12 7.21339e+12 1.15066e+13 1.93235e+13 2.82371e+13 2.96853e+13 1.73678e+13 1.4424e+13 2.5658e+13 1.74726e+13 1.43454e+13 1.12972e+13 1.09215e+13 1.01047e+13 1.53243e+13 1.50149e+13 1.88963e+13 1.21555e+13 1.20017e+13 1.06728e+13 8.49748e+12 1.25195e+13 8.36327e+12 7.20238e+12 1.07345e+13 6.87721e+12 6.65581e+12 6.37179e+12 1.25695e+13
threshold=54.94110555000001 2.5000000000000004 17.500000000000004 6.0000000000000009 71.715000000000018 44.601833250000006 89.00500000000001 43.550475500000012 45.055912800000009 45.085557650000005 47.222459950000008 38.965413050000002 51.707269950000004 54.604289300000012 45.022979600000006 87.395000000000024 45.029425500000009 103.03500000000001 125.02000000000002 38.948208550000011 91.02500000000002 99.050000000000011 45.036141150000006 79.015000000000015 2892.5000000000005 110.01500000000001 38.958307950000012 46.420000000000009 54.724612400000005 7884.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -4 14 11 -11 -10 -9 -12 15 -7 17 -16 19 20 -18 -5 -23 -15 25 -24 -17 -14 -1 -30
right_child=-2 -3 3 21 5 8 -8 12 9 10 13 -13 27 23 16 26 18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=39.476493028426773 -18.330520249928025 -41.178436770540628 78493.164114583327 6004.0856336342958 151966.7525297619 -680.97850674715914 -16175.225967261906 4464.1148919831339 -123833.25946691177 40379.312444196432 -16355.56827999091 -45997.656174879812 -1012.7398402180485 -107530.25796875 1105.2141927083335 -24586.162343750002 -7557.3816745923923 109571.47214439657 -73592.639877717404 -9369.0097341437086 82349.369758064524 104164.44047619047 74140.159448242193 -25734.0690703125 -31303.672614080257 -14331.581266276042 -100289.57865234376 -19388.689714568085 -631.53214479238227 3376.9240367480243
leaf_weight=312325 2772653 947177 30 4398 21 88 21 3775 34 49 318 78 483 25 36 20 23 29 23 190 31 21 32 25 22 24 30 333 14494 16996
leaf_count=312325 2772653 947177 30 4398 21 88 21 3775 34 49 318 78 483 25 36 20 23 29 23 190 31 21 32 25 22 24 30 333 14494 16996
internal_value=0 39.0609 253.769 2879.93 -119.407 -12427.8 67895.8 2653.37 -15804.8 -27130.9 -15717.2 -69626.3 2157.8 -23186.6 -3056.83 -25799.5 6396.47 49497.9 -4096.37 2454.5 44055.8 6656.27 35629.3 -66632.2 17177.5 36223.7 -70008.2 -8511.75 176.171 1531.94
internal_weight=0 1.30115e+06 353974 10159 5662 1041 42 4621 999 529 417 112 4591 368 470 138 332 65 267 244 54 4497 99 50 78 56 50 816 343815 31490
internal_count=4073804 1301151 353974 10159 5662 1041 42 4621 999 529 417 112 4591 368 470 138 332 65 267 244 54 4497 99 50 78 56 50 816 343815 31490
is_linear=0
shrinkage=0.1


Tree=4821
num_leaves=31
num_cat=0
split_feature=3 6 6 2 0 4 6 0 3 0 0 0 6 0 1 0 6 4 1 4 4 2 1 1 6 1 5 4 1 0
split_gain=2.83572e+11 2.35437e+12 7.70263e+12 5.84977e+12 5.29748e+12 4.63097e+12 4.5283e+12 7.64826e+12 6.16443e+12 8.86826e+12 5.24462e+12 8.01785e+12 5.2272e+12 4.98709e+12 7.13227e+12 1.13582e+13 5.88337e+12 5.70098e+12 9.63096e+12 4.45157e+12 5.68875e+12 4.5985e+12 6.85773e+12 4.36447e+12 4.26258e+12 4.10249e+12 3.9261e+12 3.87873e+12 3.8648e+12 3.77525e+12
threshold=14.500000000000002 31.995000000000001 31.410000000000004 75.000000000000014 43.6005307 35.500000000000007 33.305000000000007 59.91832440000001 20.500000000000004 60.042359000000012 55.866549750000011 55.883833400000007 32.805000000000007 55.749683450000006 37.702956500000006 55.801384500000005 33.005000000000003 31.500000000000004 37.318079750000003 26.500000000000004 24.500000000000004 75.000000000000014 37.649344350000007 37.780517050000007 34.905000000000008 37.618684050000006 1.5000000000000002 22.500000000000004 82.975438000000011 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 7 10 9 26 12 27 19 17 16 -16 -15 18 -14 20 21 22 -3 -23 -8 -21 -9 -12 -20 -4
right_child=1 6 3 -5 5 -7 24 8 -10 -11 11 -13 13 14 15 -17 -18 -19 28 25 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.6472008218337866 48484.334694602272 -45554.361715133105 -56454.28511991955 -7522.6929434709818 -724.15891676996046 40736.958224826391 -2150.9292323736063 17696.154407605496 -1856.9360259928817 -787.11795219398061 -4492.1799189814819 -2229.9875874688569 58642.719805230037 70712.827210582385 26202.306550114328 -47565.291208757677 12075.549584960938 -17071.853424737008 4120.7094046169459 -61370.874739583342 12655.977842306791 18591.95858189174 19649.705876358694 -2840.5420136842167 157.37334060000433 -10016.083541666667 61544.713913690473 -51365.418558517158 28064.261386986305 -12645.542419763515
leaf_weight=3758080 22 54 42 875 12024 27 8228 739 377 327 27 1454 36 44 82 28 28 101 881 21 316 105 23 999 288622 60 21 51 73 37
leaf_count=3758080 22 54 42 875 12024 27 8228 739 377 327 27 1454 36 44 82 28 28 101 881 21 316 105 23 999 288622 60 21 51 73 37
internal_value=0 91.025 -1225.31 -9875.6 -541.765 -631.266 147.675 2903.59 9161.51 12983 813.331 -3905.57 3349.05 8116.38 23440.9 7425.1 47909.4 5559.96 7868.86 -496.833 738.645 -2450.07 -26077.8 -802.125 93.3925 -23330.3 18907.8 -35140.1 5952.87 -35936.3
internal_weight=0 315724 13027 954 12073 12051 302697 5847 1464 1087 4383 1532 2851 1273 182 110 72 1091 990 1578 1497 1181 77 1104 296850 81 760 78 954 79
internal_count=4073804 315724 13027 954 12073 12051 302697 5847 1464 1087 4383 1532 2851 1273 182 110 72 1091 990 1578 1497 1181 77 1104 296850 81 760 78 954 79
is_linear=0
shrinkage=0.1


Tree=4822
num_leaves=31
num_cat=0
split_feature=4 0 0 0 1 5 3 6 6 6 6 0 1 1 6 6 1 6 2 1 0 0 1 1 6 6 0 6 0 6
split_gain=2.82246e+11 1.69517e+12 3.85701e+12 7.08491e+12 6.35573e+12 5.94684e+12 5.42392e+12 1.47521e+13 7.93622e+12 8.70153e+12 5.78897e+12 8.92367e+12 7.77982e+12 5.11138e+12 7.23193e+12 4.8449e+12 8.8403e+12 7.10053e+12 9.17196e+12 4.84295e+12 4.82253e+12 6.88241e+12 4.72437e+12 1.23666e+13 6.23747e+12 5.89163e+12 5.77373e+12 7.49863e+12 4.50686e+12 8.02482e+12
threshold=2.5000000000000004 56.685611200000004 55.834019500000004 55.866549750000011 48.411058050000008 2.5000000000000004 1.5000000000000002 122.65000000000002 138.05000000000004 97.020000000000024 88.825000000000003 56.148747500000006 92.791023150000015 38.657016300000002 56.805000000000007 88.00500000000001 38.066230450000006 71.030000000000015 2865.5000000000005 49.300375350000003 56.385857200000011 56.228352100000002 37.401708450000008 37.563506350000004 71.715000000000018 68.00500000000001 56.262014700000009 81.02500000000002 55.520061350000013 67.91500000000002
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 28 4 13 -5 8 15 9 10 12 -12 22 -4 -15 17 -17 -8 -19 -18 21 -20 -7 -24 25 -25 27 -26 -1 -30
right_child=-2 -3 3 5 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 16 19 18 20 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=292.82293915508865 -4.4290338313334052 -638.48887791804009 6872.9392842307025 72.098089067537046 16426.495412419808 -9175.5593100493807 4657.8863944246787 -61836.107326858109 61758.554603794648 -25205.712697916668 90801.760333806829 5694.5530133928578 -11799.120568920753 -6060.1982215294474 -73463.007285156258 -29294.305610795454 67578.628689822639 18145.569275620404 -12289.090622209822 11261.859570312501 -1260.4614110553075 -56476.822587478004 68237.964603365384 11877.348015172141 -5093.8686971028656 38450.821694548235 9132.0460353027356 -69388.979800180285 -1254.338275447675 -12790.828049854952
leaf_weight=70697 3961637 21649 268 9838 604 106 953 37 28 75 22 28 167 78 20 22 37 68 70 26 63 71 39 896 60 92 125 26 5322 680
leaf_count=70697 3961637 21649 268 9838 604 106 953 37 28 75 22 28 167 78 20 22 37 68 70 26 63 71 39 896 60 92 125 26 5322 680
internal_value=0 156.43 346.548 1884.4 10125.4 1262.27 5150.99 433.683 8969.62 8066.15 9664.73 43141.7 8556.95 -273.246 -19815.9 2192.45 25279.3 590.502 -13660.3 44336.8 -24262.3 -34539.7 11086.3 12821.2 11018.6 14351.8 -4588.81 -24531.9 69.4709 -2561.37
internal_weight=0 112167 90518 13819 970 12849 3011 1347 1664 1636 1561 50 1511 366 98 1310 85 1225 272 63 204 141 1344 1238 1199 988 211 86 76699 6002
internal_count=4073804 112167 90518 13819 970 12849 3011 1347 1664 1636 1561 50 1511 366 98 1310 85 1225 272 63 204 141 1344 1238 1199 988 211 86 76699 6002
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=31
num_cat=0
split_feature=0 0 2 4 1 0 0 0 6 6 1 5 3 4 3 1 1 1 3 1 0 6 1 1 0 1 4 5 6 6
split_gain=2.72239e+11 3.12886e+12 1.23528e+13 8.57959e+12 3.1495e+13 4.66813e+13 3.16195e+13 2.83967e+13 4.51032e+13 5.3243e+13 2.52694e+13 2.27363e+13 2.49918e+13 2.05982e+13 1.99116e+13 4.41535e+13 1.99128e+13 2.51902e+13 2.08473e+13 1.83498e+13 1.72601e+13 1.70631e+13 3.08918e+13 7.01535e+13 5.67934e+13 5.77097e+13 4.36057e+13 4.27062e+13 2.88449e+13 7.62361e+13
threshold=56.067362750000008 55.876067900000002 5261.5000000000009 21.500000000000004 37.475446350000006 55.910578700000009 55.883833400000007 55.897267000000006 90.045000000000016 99.050000000000011 37.425454150000007 3.5000000000000004 9.5000000000000018 24.500000000000004 14.500000000000002 37.46219940000001 37.425454150000007 37.374856000000008 3.5000000000000004 37.46219940000001 55.922096200000006 53.705000000000005 37.442254400000003 37.425454150000007 55.897267000000006 37.234509300000006 18.500000000000004 2.5000000000000004 79.015000000000015 80.720000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -5 8 14 -10 -11 -9 -13 -12 15 16 17 -8 -18 20 -7 -3 23 24 -23 -26 28 -28 -25 -30
right_child=-2 2 -4 4 -6 19 7 11 9 10 13 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=9.3919876068047028 42.110737643512159 209.46996184276318 -18612.518476012694 -10983.726989511506 -229.78191438657333 -64227.372905585114 14235.759848257214 15394.061631056305 184121.51335937501 141593.74090909094 -56737.697916666664 31311.011057692307 -69105.136259191189 55261.419756610579 9968.0585720134241 182075.55074404762 -30070.777240507479 146751.63402328492 35417.927672831218 -93037.175830078137 -2464.5190007624115 19881.345701826522 -1111.8980167038033 -31532.031014741046 675.34327890058933 -21551.062960615938 -32326.739313616075 -214113.50615234376 149605.06048387097 -12898.566792224703
leaf_weight=2790408 1115010 84338 373 361 21680 47 26 1342 40 22 24 39 68 52 424 21 59 32 276 24 1213 926 50173 1160 3377 1786 28 24 31 420
leaf_count=2790408 1115010 84338 373 361 21680 47 26 1342 40 22 24 39 68 52 424 21 59 32 276 24 1213 926 50173 1160 3377 1786 28 24 31 420
internal_value=0 -15.8693 -434.486 -394.13 1285.52 9357.21 16627.7 20738.2 33923.4 86897.2 47213.8 11857 -32504.9 19893.3 25199.8 40799.4 33250.3 87348 23884.1 -6418.26 -4768.37 -698.151 -2019.64 -7894.75 -2923.21 -7013.28 -26097.8 -116228 -23188.6 -1728.69
internal_weight=0 2.95879e+06 168386 168013 25750 4070 2786 2425 976 138 98 1449 107 76 838 414 393 58 335 1284 1260 142263 57925 7752 6089 5163 1663 52 1611 451
internal_count=4073804 2958794 168386 168013 25750 4070 2786 2425 976 138 98 1449 107 76 838 414 393 58 335 1284 1260 142263 57925 7752 6089 5163 1663 52 1611 451
is_linear=0
shrinkage=0.1


Tree=4824
num_leaves=31
num_cat=0
split_feature=2 5 0 3 3 6 1 0 6 6 3 0 4 6 3 4 4 0 6 3 6 4 4 6 3 6 6 6 6 1
split_gain=3.00534e+11 2.07856e+12 6.34432e+12 1.10285e+13 1.16436e+13 1.13154e+13 1.0082e+13 9.92922e+12 1.17423e+13 2.66428e+13 1.48843e+13 2.3303e+13 1.42562e+13 2.91357e+13 1.50432e+13 8.74482e+12 9.1057e+12 4.07685e+13 1.38748e+13 9.18976e+12 9.60383e+12 1.9672e+13 8.69409e+12 8.67846e+12 8.53875e+12 7.32135e+12 7.30916e+12 7.28373e+12 8.06636e+12 7.27666e+12
threshold=915.50000000000011 3.5000000000000004 56.115175650000005 5.5000000000000009 7.5000000000000009 95.045000000000016 37.234509300000006 55.988910100000005 125.02000000000002 168.45000000000002 10.500000000000002 55.685785750000008 5.5000000000000009 114.05000000000001 13.500000000000002 9.5000000000000018 6.5000000000000009 56.309668500000008 79.015000000000015 3.5000000000000004 91.02500000000002 5.5000000000000009 11.500000000000002 142.05000000000004 3.5000000000000004 134.05000000000004 60.605000000000011 108.05000000000001 103.03500000000001 37.978059650000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 12 10 11 -10 -3 14 27 16 19 -18 -19 26 -21 -22 -9 -13 -11 -6 -4 28 -14 -8
right_child=-2 2 3 4 25 -7 29 22 9 24 -12 23 13 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=36.528374557509885 -12.150713032644617 3771.3654714148029 8578.3197406969575 -32543.776701274674 -16093.680863847805 -112597.44418733015 -73.264783062619529 -1289.7295176630435 -112505.90332589287 96982.3642578125 49220.614101562503 12397.245068359376 32882.92744855379 126990.93817708334 -20058.581014384923 -51343.0390625 142945.73541666669 -11342.216283984375 67707.013324652784 734.45263213163582 114837.91861979169 -17692.26056547619 -65826.876909722225 -53082.329553571428 16346.096255387931 46250.254643110798 -24331.908924440049 -18990.7506875 96964.639694940473 7097.0672851507979
leaf_weight=666589 3394471 306 95 76 131 23 9012 92 35 24 20 48 304 30 63 32 24 125 27 161 24 21 27 35 29 22 233 25 21 1679
leaf_count=666589 3394471 306 95 76 131 23 9012 92 35 24 20 48 304 30 63 32 24 125 27 161 24 21 27 35 29 22 233 25 21 1679
internal_value=0 60.7143 1325.79 -6345.45 -24420 -51142.1 1974.74 11281.9 14727.1 -7405.73 -30551.5 -44072.2 20371.1 31837.3 24925.4 -206.93 2097.8 21823.9 2699.42 -4403.7 12149.6 52990.5 -15932.6 -15214.6 52860.6 -7129.19 -14800 33022.6 37023.6 1052.82
internal_weight=0 679333 12744 994 252 99 11750 1059 940 191 138 118 749 443 413 742 710 176 152 534 206 45 119 83 53 153 328 350 325 10691
internal_count=4073804 679333 12744 994 252 99 11750 1059 940 191 138 118 749 443 413 742 710 176 152 534 206 45 119 83 53 153 328 350 325 10691
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=31
num_cat=0
split_feature=1 4 6 6 1 5 0 4 4 0 5 4 0 3 2 6 7 0 4 5 0 0 6 7 6 4 3 2 0 1
split_gain=2.85444e+11 2.03984e+12 2.02908e+12 4.79504e+12 6.79817e+12 7.11265e+12 2.0435e+13 6.82589e+12 1.27123e+13 7.35144e+12 9.74592e+12 1.28992e+13 6.17997e+12 5.53819e+12 6.26518e+12 5.18342e+12 6.63716e+12 6.12978e+12 4.44747e+12 3.43935e+12 3.54503e+12 3.3594e+12 3.94066e+12 3.34492e+12 3.34302e+12 8.60968e+12 1.34057e+13 4.68563e+12 4.69831e+12 3.33457e+12
threshold=91.292296250000007 26.500000000000004 86.920000000000016 83.820000000000007 92.90968070000001 2.5000000000000004 56.006509350000009 13.500000000000002 15.500000000000002 56.006509350000009 3.5000000000000004 9.5000000000000018 56.228352100000002 3.5000000000000004 5325.0000000000009 85.020000000000024 6.0000000000000009 56.041614100000011 9.5000000000000018 3.5000000000000004 53.715816400000008 56.041614100000011 85.020000000000024 6.0000000000000009 87.395000000000024 16.500000000000004 7.5000000000000009 9907.0000000000018 56.006509350000009 107.59716050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 18 12 -12 21 -6 -15 16 -10 -17 19 20 -7 22 -11 -24 25 26 -4 28 -28 -16
right_child=1 -3 24 4 13 7 -8 8 15 10 11 -13 -14 14 29 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.0366547598763978 124.02513295099583 -27344.597909432872 5892.7292097705904 -16495.476409912109 -19298.6832570568 -23687.906625600965 104169.14793750001 62437.906287202379 -37159.209330388854 -8995.6976928710938 71739.265141157666 -22404.61788699128 10633.022419461338 -16515.543096308746 19869.206532239416 2733.6128491950758 10561.515489541331 57892.197306034483 41624.712500000001 -25811.970055259149 18882.138038963607 -73563.094496783087 -25753.27217261905 -80402.488671875006 1275.1174244266113 -26504.06048302284 107548.69546130951 15060.64017857143 46287.999581023185 -1681.3991078590861
leaf_weight=3931467 133167 27 236 32 409 26 25 42 55 32 22 43 22 258 95 66 62 29 29 41 79 34 21 24 7042 52 21 21 31 294
leaf_count=3931467 133167 27 236 32 409 26 25 42 55 32 22 43 22 258 95 66 62 29 29 41 79 34 21 24 7042 52 21 21 31 294
internal_value=0 139.117 144.331 55.8768 -5159.7 2606.8 36427.6 -467.82 12176.1 -9077.92 -22276.2 9459.47 -37786.2 -10190.3 -4432.41 2218.63 -11871.3 19571.5 5855.02 -1249.91 8340.98 -47382.8 -35822.6 -54899.5 1756.26 11141.8 17477 54927.7 71027.9 3581.6
internal_weight=0 142337 142310 134907 1740 684 57 627 254 373 198 65 133 1056 647 212 117 95 175 146 105 111 77 45 7403 361 309 73 52 389
internal_count=4073804 142337 142310 134907 1740 684 57 627 254 373 198 65 133 1056 647 212 117 95 175 146 105 111 77 45 7403 361 309 73 52 389
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=31
num_cat=0
split_feature=4 4 1 1 3 3 1 6 0 0 0 0 0 7 5 3 0 0 0 3 6 0 1 1 6 5 6 0 0 2
split_gain=2.82067e+11 2.55486e+12 7.52888e+12 2.54848e+13 1.61623e+13 1.47593e+13 1.26295e+13 9.81491e+12 1.113e+13 8.0052e+12 1.59887e+13 1.13229e+13 2.53466e+13 2.2849e+13 2.29809e+13 2.01019e+13 1.80713e+13 1.34847e+13 1.34838e+13 1.08642e+13 6.5743e+12 7.33816e+12 6.81078e+12 1.66131e+13 1.2449e+13 6.51359e+12 1.80316e+13 6.50251e+12 1.13939e+13 1.00211e+13
threshold=28.500000000000004 27.500000000000004 37.534144550000008 37.682335600000009 4.5000000000000009 9.5000000000000018 37.618684050000006 86.030000000000015 55.60524465000001 55.696737300000009 55.737027400000009 55.82518790000001 55.850146250000009 6.0000000000000009 1.5000000000000002 21.500000000000004 55.834019500000004 59.838047850000002 59.939085000000013 19.500000000000004 45.305000000000007 55.812023600000011 37.401708450000008 37.46219940000001 78.010000000000005 2.5000000000000004 55.805000000000007 55.759969450000007 55.806294650000005 5444.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 27 -9 -3 19 13 15 14 -12 16 -13 25 -19 -11 21 -15 -22 24 -24 26 -14 -5 -29 -30
right_child=-2 2 3 7 5 6 -8 8 -10 10 11 12 17 20 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.23545599049350399 -292.29279880357552 -60660.820632102274 120829.80271875 -7341.8774746603222 -43734.057719494049 16821.636354166669 84871.755250000002 4844.8378651494568 80951.964913293094 45984.101120022126 133978.71333705357 45018.314937392977 -12252.31282759233 -32495.916948242189 -2416.3736035156248 -41870.668719482426 150284.15907738096 39628.424218750006 -1414.4856610384857 -26865.953609374999 8325.8541489109848 7619.4909526624178 -106028.25430640244 -17421.901507055729 -26022.510653769004 11360.60862109375 -107620.68598790323 31514.190995168017 -38930.106570184427 17293.973829049773
leaf_weight=4038147 32750 22 25 484 21 60 50 46 33 113 21 73 55 60 30 20 21 92 616 25 66 190 41 381 37 25 31 142 61 66
leaf_count=4038147 32750 22 25 484 21 60 50 46 33 113 21 73 55 60 30 20 21 92 616 25 66 190 41 381 37 25 31 142 61 66
internal_value=0 2.36883 2965.87 10058.4 47148.8 33087.6 47753.5 3103.95 36636.4 -685.734 9.81274 -2561.65 4987.44 -11088.6 53746.3 49165.7 68535.2 -1161.92 3918.77 32786.6 -15355.2 -2008.21 -21710.9 -26029.9 -68076.8 -33568.5 -46629.3 -414.061 12050.9 -9711.29
internal_weight=0 4.04105e+06 2907 988 156 131 110 832 79 1919 1897 1759 933 826 51 114 94 819 708 138 775 250 525 459 78 111 86 753 269 127
internal_count=4073804 4041054 2907 988 156 131 110 832 79 1919 1897 1759 933 826 51 114 94 819 708 138 775 250 525 459 78 111 86 753 269 127
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=31
num_cat=0
split_feature=6 0 3 0 4 3 0 4 7 1 6 3 1 4 5 6 3 4 6 6 5 6 6 6 4 4 6 1 3 1
split_gain=2.81693e+11 2.84156e+12 1.18155e+13 1.37665e+13 2.86797e+13 3.48128e+13 2.65491e+13 6.006e+13 2.07343e+13 5.87031e+13 3.23533e+13 3.46682e+13 2.07139e+13 1.94937e+13 2.3456e+13 2.6213e+13 7.24051e+13 4.10425e+13 2.65634e+13 1.66079e+13 2.84222e+13 1.70996e+13 2.39222e+13 1.61007e+13 2.70286e+13 2.20744e+13 4.10003e+13 3.49059e+13 3.96112e+13 2.44291e+13
threshold=46.010000000000012 59.882709350000006 8.5000000000000018 59.905532300000012 10.500000000000002 7.5000000000000009 59.898927250000007 9.5000000000000018 6.0000000000000009 30.425503950000003 53.995000000000012 4.5000000000000009 30.362494150000003 4.5000000000000009 3.5000000000000004 74.615000000000009 3.5000000000000004 7.5000000000000009 72.020000000000024 64.015000000000015 2.5000000000000004 89.00500000000001 86.030000000000015 96.050000000000011 22.500000000000004 20.500000000000004 57.410000000000004 30.315889700000003 3.5000000000000004 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 -10 12 -12 -8 15 18 17 -17 -15 -9 -21 22 -22 25 -25 26 27 28 -6 -28
right_child=1 2 -4 -5 23 -7 7 19 9 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-29.021399399630543 57.306738007592323 -1771.0988649762294 917.46669256600262 -555.85434644632971 -25447.453899739587 -44135.510202526137 -45129.897385426062 -23146.097892968752 -61493.824168468665 -114431.14232812502 -42822.799453125001 189604.62485119049 72215.927145724825 -5540.44242159649 -48288.466529346115 -109050.28835834705 98859.6824172247 45998.682947958674 -112768.74009602865 -119349.51685416666 -59116.962965238774 -100985.21196402617 29074.335798287899 -24923.92879870451 42492.784866153495 -8345.8890927995944 7014.1203314736749 -18552.781889247704 47646.64827314554 28888.076551832681
leaf_weight=1836669 2055717 2546 52008 118605 120 287 156 125 21 25 20 21 72 618 119 38 84 31 24 75 89 43 47 474 68 1624 2232 990 194 662
leaf_count=1836669 2055717 2546 52008 118605 120 287 156 125 21 25 20 21 72 618 119 38 84 31 24 75 89 43 47 474 68 1624 2232 990 194 662
internal_value=0 23.8263 -355.553 -867.161 -4284.33 -10451.7 -8124.48 -18184 -7451.7 26243 52488.2 73670.7 47207.5 -12458.7 -6882.4 -684.505 36511.5 -39390.6 -9548.98 -52986.2 -67671.2 -46018.3 -28639.1 19.4481 -16465.7 1554.14 5383.97 -9338.57 19712.6 12017.8
internal_weight=0 2.23714e+06 181418 129410 10805 4441 4154 1608 1229 159 134 113 92 1070 914 795 153 69 642 379 254 179 136 6364 542 5822 4198 1304 314 2894
internal_count=4073804 2237135 181418 129410 10805 4441 4154 1608 1229 159 134 113 92 1070 914 795 153 69 642 379 254 179 136 6364 542 5822 4198 1304 314 2894
is_linear=0
shrinkage=0.1


Tree=4828
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 0 6 4 4 4 6 0 4 4 4 4 6 6 6 6 4 0 0 0 4 0 4 0
split_gain=3.19741e+11 4.39129e+12 3.92572e+13 1.33955e+14 1.01479e+14 7.41671e+13 5.99712e+13 3.63871e+13 2.98931e+13 1.70641e+13 1.51601e+13 2.47853e+13 1.43286e+13 1.25491e+13 1.49327e+13 2.07907e+13 1.18568e+13 1.14823e+13 1.13885e+13 2.17913e+13 1.12022e+13 1.10576e+13 1.08663e+13 1.0526e+13 1.0319e+13 1.1031e+13 3.12725e+13 1.57679e+13 1.60434e+13 1.62378e+13
threshold=38.166910000000009 38.109452700000006 55.806294650000005 55.768246800000007 55.775215600000003 39.355000000000011 55.462387050000011 55.791814000000009 66.010000000000005 14.500000000000002 3.5000000000000004 4.5000000000000009 30.425000000000001 56.309668500000008 6.5000000000000009 8.5000000000000018 16.500000000000004 2.5000000000000004 90.045000000000016 125.02000000000002 44.010000000000012 60.910000000000004 3.5000000000000004 56.324067350000007 54.932051950000009 54.86311005000001 10.500000000000002 46.323575350000006 5.5000000000000009 44.739668300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 24 -6 9 -8 -10 -12 -5 16 20 -16 22 -9 -17 -20 -15 -18 -4 -22 25 26 27 28 -3 -30
right_child=-2 2 13 4 7 -7 8 17 10 -11 11 -13 -14 14 15 18 21 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=21.0194475054608 -17.906677619545725 2824.2605938523866 -21850.8438128702 41922.806901705997 -29624.185985107426 226662.50601851853 10953.925086475514 134177.25397727275 -23002.685113932293 60917.991201443147 114031.65355247642 39718.826836804074 122041.48109756099 2121.4564554396238 -31933.890237880401 -1917.6518723729569 -7954.7189520066786 34159.505550130205 37722.973856138575 -66542.80859375 33093.125644039799 -33579.782203628078 -2405.9355675625275 7894.7695793980674 -30721.326876572435 15178.999130525228 -105814.71126077588 -27155.850218543506 1985.7243845133762 -32116.97983805339
leaf_weight=1165264 2892224 3093 306 49 80 54 1350 22 30 72 53 293 41 829 222 2170 465 24 156 23 308 264 4725 359 118 395 29 227 271 288
leaf_count=1165264 2892224 3093 306 49 80 54 1350 22 30 72 53 293 41 829 222 2170 465 24 156 23 308 264 4725 359 118 395 29 227 271 288
internal_value=0 43.8312 1673.01 7709.36 76664.8 134012 4715.64 11125.3 20114.1 13483.8 45189.4 51102 78421.3 -2312.93 1939.82 -2682.35 -5315.7 81994.1 82.1604 24325.7 9883.42 -17234.6 -3588.63 19530.6 -1546.83 -746.786 -2356.48 -1583.01 6.53865 -15584.2
internal_weight=0 1.18158e+06 16316 6489 270 144 6219 126 1798 1422 376 346 90 9827 4067 2571 5760 46 2349 179 1496 729 5031 667 4421 4303 3908 3879 3652 559
internal_count=4073804 1181580 16316 6489 270 144 6219 126 1798 1422 376 346 90 9827 4067 2571 5760 46 2349 179 1496 729 5031 667 4421 4303 3908 3879 3652 559
is_linear=0
shrinkage=0.1


Tree=4829
num_leaves=31
num_cat=0
split_feature=0 0 2 4 1 0 1 6 3 6 0 6 6 6 6 1 1 0 4 6 6 4 4 6 6 6 4 1 4 0
split_gain=3.27647e+11 2.54863e+12 1.00005e+13 6.95447e+12 2.55729e+13 3.7985e+13 2.79789e+13 3.47441e+13 3.81709e+13 2.42044e+13 1.69959e+13 1.64019e+13 2.3863e+13 1.52848e+13 1.46285e+13 2.4257e+13 4.83473e+13 5.3471e+13 4.77388e+13 3.52192e+13 6.1123e+13 3.88977e+13 5.91814e+13 1.61976e+14 5.12451e+13 7.12999e+13 3.25653e+13 3.74666e+13 3.45127e+13 5.24816e+13
threshold=56.067362750000008 55.876067900000002 5261.5000000000009 21.500000000000004 37.475446350000006 55.910578700000009 37.442254400000003 65.805000000000021 22.500000000000004 122.65000000000002 55.883833400000007 56.805000000000007 53.995000000000012 75.010000000000005 60.005000000000003 37.442254400000003 37.425454150000007 55.897267000000006 17.500000000000004 79.015000000000015 80.720000000000013 8.5000000000000018 7.5000000000000009 99.050000000000011 86.920000000000016 90.045000000000016 14.500000000000002 37.401708450000008 8.5000000000000018 55.922096200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 -9 10 -5 12 -8 -7 -3 16 17 -16 19 -18 -21 22 24 -24 -22 -26 28 -28 -19 -30
right_child=-2 2 -4 4 -6 13 7 8 -10 -11 -12 -13 -14 -15 15 -17 18 26 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=5.3895421818925877 46.197748918540817 2.9902961692986167 -16751.157546301631 -8355.3320293079723 -212.10897852470077 -14531.149684919648 8452.2544530020823 83691.125492527179 -43634.661454716435 -78505.611770833333 15490.651822892469 -45063.829738031432 114293.41603125002 7836.1121424631201 21590.598721234779 -1274.7784047719922 -38534.127850232413 -15198.084260964901 -106112.50362413196 134633.90312500001 114327.00576923077 -47833.751785567249 267072.33374999999 -47547.272330729174 -199798.44673913045 -8677.895023316376 -12392.051383583588 -54812.842894071691 59250.096357865776 1993.1597933390494
leaf_weight=2790408 1115010 102134 373 352 21680 783 144 184 27 30 1981 43 25 501 698 34670 558 752 72 31 26 169 30 36 23 129 1663 238 198 836
leaf_count=2790408 1115010 102134 373 352 21680 783 144 184 27 30 1981 43 25 501 698 34670 558 752 72 31 26 169 30 36 23 129 1663 238 198 836
internal_value=0 -17.4094 -395.223 -358.911 1153.32 8426.65 14985.1 38670.8 67398.3 10745.1 11892.8 10078.8 24109.2 -5803.74 -632.629 -2250.37 -8446.35 -3788.91 -27462 -21810.5 -793.008 -10958.2 14582.6 95461.6 -15406.2 -37597.5 -8593.6 -17703 1102.37 12957.3
internal_weight=0 2.95879e+06 168386 168013 25750 4070 2786 423 211 2363 2333 212 169 1284 142263 40129 5459 4385 1074 1002 444 413 244 66 178 152 3687 1901 1786 1034
internal_count=4073804 2958794 168386 168013 25750 4070 2786 423 211 2363 2333 212 169 1284 142263 40129 5459 4385 1074 1002 444 413 244 66 178 152 3687 1901 1786 1034
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=31
num_cat=0
split_feature=4 6 2 4 1 0 6 6 1 0 4 6 6 1 3 3 0 0 1 3 1 7 3 0 4 4 1 1 4 0
split_gain=3.53016e+11 3.6948e+12 6.72282e+12 1.06118e+13 8.1826e+12 7.203e+12 1.40262e+13 1.36026e+13 1.20015e+13 8.12531e+12 6.88879e+12 7.74831e+12 6.7857e+12 1.85108e+13 9.94559e+12 1.05647e+13 1.04864e+13 1.12674e+13 1.19259e+13 8.7325e+12 1.59493e+13 1.32009e+13 1.45538e+13 8.3813e+12 8.36551e+12 8.23202e+12 7.8817e+12 7.7494e+12 7.55987e+12 1.28214e+13
threshold=19.500000000000004 63.005000000000003 9907.0000000000018 23.500000000000004 103.8879505 43.472751400000007 71.715000000000018 79.710000000000022 39.939672500000007 43.550475500000012 21.500000000000004 93.050000000000011 63.415000000000006 39.008519500000006 25.500000000000004 13.500000000000002 55.721784200000009 55.840017500000009 37.702956500000006 3.5000000000000004 37.475446350000006 6.0000000000000009 5.5000000000000009 55.633951400000008 23.500000000000004 22.500000000000004 37.600779750000008 83.015546400000019 21.500000000000004 59.990753350000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 -7 -9 -12 13 14 15 19 23 18 -18 20 24 22 -21 26 -11 -20 -17 -15 29 -23
right_child=1 2 3 -5 -6 9 7 8 -10 12 11 -13 -14 27 -16 16 17 -19 25 21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.687791322634931 102.6983866685094 32398.500603093329 -9352.6773862092396 87793.308842329541 -27415.891402793142 41099.923271276602 -105365.97038981121 38479.689732142862 -78496.278443287039 -28304.516467492056 19664.492708333335 -63510.8046875 -408.87435721137854 10420.082803901618 20069.839465181329 -79689.175468750007 -81348.498992846391 -21258.066286630899 -72384.49401041666 87624.872534179696 -74730.796245216843 88613.37062500001 5647.6386325209896 23245.608021499171 31856.367228618423 136.86069227430556 -575.35671530330887 -52952.733288574222 -15254.928868180616 -17024.452401620372
leaf_weight=3599339 330936 37 23 22 113 47 24 28 27 59 21 24 141406 548 81 20 83 249 24 32 49 20 67 66 38 45 34 20 295 27
leaf_count=3599339 330936 37 23 22 113 47 24 28 27 59 21 24 141406 548 81 20 83 249 24 32 49 20 67 66 38 45 34 20 295 27
internal_value=0 -81.0787 -504.815 38140.9 -516.935 -495.734 -21635.5 -37758.5 -21532.7 -471.969 -464.023 -24695.7 -485.616 -6661.94 -13756.2 -16229.1 -26593.8 -34354.7 -55809.2 -7029.71 -28227.6 -11.812 32145.3 -659.463 -4736.34 -25088 -29876.8 8188.65 -9320.46 27927.8
internal_weight=0 474465 143529 45 143484 143371 161 124 100 143210 73 45 143163 1757 1189 1108 521 401 152 587 146 441 99 120 97 69 54 568 342 47
internal_count=4073804 474465 143529 45 143484 143371 161 124 100 143210 73 45 143163 1757 1189 1108 521 401 152 587 146 441 99 120 97 69 54 568 342 47
is_linear=0
shrinkage=0.1


Tree=4831
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 6 1 1 1 6 4 4 1 1 7 1 3 1 4 6 6 6 4 4 6 1 6 4 3
split_gain=3.10884e+11 6.02057e+12 2.29803e+13 2.01954e+13 1.86472e+13 1.53721e+13 9.88051e+12 1.28503e+13 2.33083e+13 2.21261e+13 1.74767e+13 1.56248e+13 1.17437e+13 2.43466e+13 1.92675e+13 1.08547e+13 2.61486e+13 1.5985e+13 1.94541e+13 1.95489e+13 1.41944e+13 1.64854e+13 2.05559e+13 1.12976e+13 1.69089e+13 1.08138e+13 9.962e+12 9.24607e+12 1.07656e+13 9.22872e+12
threshold=55.93962770000001 55.972700350000004 37.534144550000008 2.5000000000000004 36.865631950000008 37.131181300000009 45.605000000000011 37.873748150000004 38.430814800000007 38.011626600000007 64.805000000000021 6.5000000000000009 16.500000000000004 37.586700500000006 37.71815560000001 6.0000000000000009 37.729575300000008 4.5000000000000009 37.682335600000009 6.5000000000000009 82.905000000000015 62.010000000000012 60.910000000000004 12.500000000000002 24.500000000000004 37.995000000000012 37.729575300000008 54.010000000000012 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 4 6 -2 -6 12 15 9 11 -11 -9 13 -4 25 20 17 18 19 -17 21 22 23 27 -25 -14 29 28 -8 -23
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-17.917790241773051 -19719.566278426373 16.618760074452656 -102149.86162500001 -9665.7239917985025 88417.933170572913 8198.9841849562254 5533.0066111547712 34180.035788865171 -11156.184601702009 27870.936205858972 89854.246691176479 2672.0642507430121 30823.279884132178 -3164.8276460572183 4873.6126179634621 -114844.03526785714 -27948.349230018033 27235.714775193926 7804.651334719314 14601.851884765627 70843.843973214287 -44286.364062500004 58724.771732584632 34744.329769126816 -55872.429101562506 119355.73616832386 -22043.527683495275 -39525.669376507925 -48574.047706117024 -127482.14054687502
leaf_weight=2867466 244 1190251 25 2041 24 5118 169 193 378 421 51 853 37 4098 914 28 182 422 291 20 21 40 48 99 26 22 119 136 47 20
leaf_count=2867466 244 1190251 25 2041 24 5118 169 193 378 421 51 853 37 4098 914 28 182 422 291 20 21 40 48 99 26 22 119 136 47 20
internal_value=0 42.5906 1964.2 -717.194 7291.66 8573.4 1391.81 5430.83 11062.9 16595.7 34568.3 8485.68 -1432.98 -3765.03 8448.89 -971.058 6102.26 14245.8 -1924.61 -60908.2 -10171.2 -12587.9 -3652.57 -9929.53 15896 63835.4 -38794.8 -19100.5 -6240.29 -72018.3
internal_weight=0 1.20634e+06 16087 10701 5386 5142 8660 3564 1896 1518 472 1046 5096 4123 973 1668 943 761 339 48 725 704 525 477 125 59 179 352 216 60
internal_count=4073804 1206338 16087 10701 5386 5142 8660 3564 1896 1518 472 1046 5096 4123 973 1668 943 761 339 48 725 704 525 477 125 59 179 352 216 60
is_linear=0
shrinkage=0.1


Tree=4832
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 6 4 4 0 6 7 4 6 4 4 6 7 6 4 4 3 6 4 1 0 0 0 1 6
split_gain=2.95872e+11 1.94373e+12 8.77405e+12 1.54754e+13 7.77168e+13 2.93351e+13 1.6702e+13 1.27593e+13 2.43283e+13 1.28207e+13 1.97996e+13 1.06771e+13 9.74655e+12 1.10425e+13 9.31947e+12 1.93559e+13 9.24857e+12 9.14254e+12 8.20227e+12 7.35864e+12 6.52644e+12 6.42607e+12 9.69714e+12 6.36774e+12 8.33991e+12 6.50563e+12 7.20624e+12 8.80648e+12 7.08783e+12 6.42776e+12
threshold=91.292296250000007 92.791023150000015 56.041614100000011 55.972700350000004 56.006509350000009 3658.0000000000005 49.010000000000012 15.500000000000002 17.500000000000004 55.988910100000005 62.375000000000007 6.0000000000000009 6.5000000000000009 118.04500000000002 8.5000000000000018 9.5000000000000018 78.605000000000004 6.0000000000000009 55.805000000000007 19.500000000000004 23.500000000000004 12.500000000000002 61.805000000000007 3.5000000000000004 91.443676550000006 52.960348700000004 53.715816400000008 53.506098950000009 91.443676550000006 59.505000000000003
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 5 6 23 -5 -8 9 -9 -11 12 16 20 -13 -16 -6 -12 -7 -17 21 -14 -23 24 29 -25 27 -27 -29 -2
right_child=1 -3 -4 4 11 18 7 8 -10 10 17 14 13 -15 15 19 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-5.1278253057714922 -6718.0716262283331 -34.150930604490036 -4533.0478757281908 16098.644179370356 1122.2296517538687 -12926.815369932367 52295.024508326227 54491.12903474507 111069.16806250002 39076.995436789774 -20304.403138626454 -44269.141562500008 -7432.802302640971 -70875.124976942272 45704.419975353427 2775.6832058986329 29830.546741025315 -98414.528532608703 -37134.816718705202 21831.306055529363 -51190.354882812506 430.16423916903415 62236.999554628324 -21721.699341220545 7608.265400617227 -576.06512514896713 258.44372556809577 11464.738792937158 -7154.0764887247542 -27341.725782216894
leaf_weight=3931467 600 116072 2654 408 1546 391 403 38 25 44 43 35 1599 27 126 1602 121 23 218 232 32 110 33 122 301 1475 11718 1908 229 202
leaf_count=3931467 600 116072 2654 408 1546 391 403 38 25 44 43 35 1599 27 126 1602 121 23 218 232 32 110 33 122 301 1475 11718 1908 229 202
internal_value=0 141.635 918.479 1531.26 5708.54 -37.7779 31578.6 42543.5 19827.5 4415.05 -12884 1048.81 -2304.26 -7404.57 6877.62 7790.95 3206.04 -47524.6 -21592.4 5186.21 -6438.56 -5616.48 14693.3 755.141 -6585.48 1279.13 1462.18 5367.32 9469.55 -11912.6
internal_weight=0 142337 26265 23611 6447 17164 984 576 173 148 110 5463 3468 1801 1995 1960 1667 66 609 1834 1774 1742 143 16555 1103 15452 15330 3612 2137 802
internal_count=4073804 142337 26265 23611 6447 17164 984 576 173 148 110 5463 3468 1801 1995 1960 1667 66 609 1834 1774 1742 143 16555 1103 15452 15330 3612 2137 802
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=31
num_cat=0
split_feature=4 6 2 4 1 0 6 6 6 6 1 0 5 6 0 0 1 6 3 1 6 0 1 0 5 6 4 0 3 1
split_gain=2.93896e+11 2.98175e+12 5.4466e+12 8.59604e+12 6.62489e+12 5.83283e+12 1.13612e+13 1.10256e+13 1.49094e+13 6.98754e+12 1.47396e+13 6.58242e+12 5.87015e+12 5.67568e+12 9.61912e+12 2.50799e+13 2.35324e+13 1.81726e+13 1.69089e+13 1.58228e+13 1.74596e+13 4.52527e+13 1.37035e+13 2.99877e+13 3.31849e+13 3.0654e+13 2.3046e+13 3.35507e+13 1.98585e+13 1.85584e+13
threshold=19.500000000000004 63.005000000000003 9907.0000000000018 23.500000000000004 103.8879505 43.472751400000007 71.715000000000018 84.810000000000016 91.02500000000002 101.02000000000002 39.939672500000007 43.550475500000012 2.5000000000000004 77.565000000000012 55.02095400000001 55.050541250000002 82.941727000000014 76.605000000000004 23.500000000000004 82.886781200000016 75.010000000000005 55.039488700000007 38.958307950000012 45.040161900000008 2.5000000000000004 74.615000000000009 23.500000000000004 45.047736150000013 10.500000000000002 38.927872750000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 -10 -11 12 -7 14 22 16 18 -17 19 -16 -21 -22 23 -13 25 26 27 28 -25 -28
right_child=1 2 3 -5 -6 11 7 8 9 10 -12 13 -14 -15 15 17 -18 -19 -20 20 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=9.7518601261792526 91.115310484687768 29160.952776604729 -8415.4290251358689 79018.523082386368 -24669.094684648095 70144.803500000009 -86763.340235188807 54913.137642045462 -89381.596445312505 23990.525302419355 -84515.630543154766 -4976.4188374082214 -681.13565340909099 185.52402571891599 -21331.718902865323 -474.07780009512538 2167.9610941031865 -10006.963162123393 95305.879114583338 27359.754070062481 -125842.22476851853 41709.029047851567 -3752.1328775927923 137037.29487304689 82212.485050257237 -44938.858835320723 -2560.4045226258118 -37515.706103515629 12757.470195855036 54221.093664764943
leaf_weight=3599339 330936 37 23 22 113 25 30 22 20 31 21 997 22 72353 88 46293 1837 2090 30 789 27 40 17987 20 82 76 77 113 36 228
leaf_count=3599339 330936 37 23 22 113 25 30 22 20 31 21 997 22 72353 88 46293 1837 2090 30 789 27 40 17987 20 82 76 77 113 36 228
internal_value=0 -73.9786 -454.637 34330.1 -465.546 -446.47 -19469.6 -33980.4 -17134.7 -39149.4 -19829.3 -425.084 36992.2 -437.368 -1073.83 -352.366 8830.31 -885.87 21395.7 19046.9 23198 -25811.6 -2956.72 5826.02 22867.2 14019.4 23472.6 -6149.47 57143.1 39886.1
internal_weight=0 474465 143529 45 143484 143371 161 124 94 72 52 143210 47 143163 70810 51194 2811 48383 974 944 856 67 19616 1629 632 550 474 169 56 305
internal_count=4073804 474465 143529 45 143484 143371 161 124 94 72 52 143210 47 143163 70810 51194 2811 48383 974 944 856 67 19616 1629 632 550 474 169 56 305
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=31
num_cat=0
split_feature=6 1 1 0 7 0 4 4 4 5 0 6 6 1 0 1 4 4 4 0 4 0 0 7 0 6 6 6 6 6
split_gain=3.18479e+11 2.61671e+12 1.39173e+13 3.75731e+13 3.98521e+13 3.09736e+13 3.64203e+13 2.82406e+13 4.41997e+13 4.10723e+13 9.70364e+13 3.00414e+13 2.47795e+13 2.44551e+13 2.15786e+13 2.19771e+13 2.54584e+13 2.03791e+13 4.20821e+13 4.62823e+13 4.05218e+13 7.46359e+13 4.98416e+13 4.81891e+13 1.1368e+14 3.28816e+13 3.19587e+13 6.69548e+13 4.37122e+13 3.82071e+13
threshold=46.010000000000012 30.410676000000006 30.452677500000004 59.825842200000004 6.0000000000000009 59.699368850000006 18.500000000000004 8.5000000000000018 10.500000000000002 1.5000000000000002 59.91832440000001 56.010000000000012 53.005000000000003 30.425503950000003 60.064438250000002 30.438492500000006 6.5000000000000009 21.500000000000004 16.500000000000004 60.002985000000002 17.500000000000004 59.963561900000009 59.982409200000006 6.0000000000000009 59.933037250000005 55.015000000000008 101.02000000000002 112.00500000000001 97.020000000000024 81.705000000000013
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 3 4 13 -6 -7 11 9 10 -9 12 -5 -3 15 16 -13 18 -10 20 22 -22 23 24 -20 -25 28 -28 29 -19
right_child=1 2 -4 7 5 6 -8 8 17 -11 -12 14 -14 -15 -16 -17 -18 26 19 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-30.858206717914602 -339.39592933604746 19833.261758154433 30.223236648293227 -8802.7099873724128 -29575.149144262334 140083.75863741362 -16164.749486607143 243897.0118389423 -2255.7322099642429 15131.704570888089 -18064.317792338708 -18057.16023992448 26368.059084452481 56402.447775456938 38807.986933010732 9279.211850585938 -56130.376189546136 -1095.6595397140043 7023.3244952553205 -3731.2458165709286 13694.388952112691 -63414.413630128816 63114.961553971894 35479.185696231623 162070.05993303572 -83843.609423828137 -110360.5729248047 76858.908533653856 73258.525546347126 -30251.055685952644
leaf_weight=1836669 180806 739 2034125 447 234 26 35 26 6131 1703 31 1073 363 243 67 230 210 4224 304 1782 3005 131 363 34 56 72 72 26 74 503
leaf_count=1836669 180806 739 2034125 447 234 26 35 26 6131 1703 31 1073 363 243 67 230 210 4224 304 1782 3005 131 363 34 56 72 72 26 74 503
internal_value=0 25.3343 57.4038 2547.44 19200 -13031.1 50433 1531.27 2850.32 17926.5 101427 -8699.4 6959.01 28882.5 -16726.8 -19186 -24288.9 1268.75 3507.04 9654.88 15671 10473.3 35333.3 13692.2 31141.7 -45570.3 -4158.16 -60690.1 -3004.21 -4198.08
internal_weight=0 2.23714e+06 2.05633e+06 22204 1277 295 61 20927 18537 1760 57 2390 810 982 1580 1513 1283 16777 11878 5747 3965 3136 829 466 360 106 4899 98 4801 4727
internal_count=4073804 2237135 2056329 22204 1277 295 61 20927 18537 1760 57 2390 810 982 1580 1513 1283 16777 11878 5747 3965 3136 829 466 360 106 4899 98 4801 4727
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=31
num_cat=0
split_feature=1 1 4 4 5 0 0 6 1 4 6 1 6 1 6 1 6 5 6 6 0 0 4 4 5 3 6 0 4 3
split_gain=2.96162e+11 3.40799e+12 9.37211e+12 1.24804e+13 9.50951e+12 9.02352e+12 2.12286e+13 3.37883e+13 2.91995e+13 2.2801e+13 3.3881e+13 1.95365e+13 2.03242e+13 1.55161e+13 1.15737e+13 1.4547e+13 1.15282e+13 1.5479e+13 2.22084e+13 1.32019e+13 1.14885e+13 1.07084e+13 1.03167e+13 1.02587e+13 1.02194e+13 1.07909e+13 1.00864e+13 2.48911e+13 4.76274e+13 1.27968e+13
threshold=50.298521650000005 53.187400150000009 24.500000000000004 22.500000000000004 2.5000000000000004 55.702806750000008 55.737027400000009 125.02000000000002 52.419561900000012 6.5000000000000009 99.050000000000011 52.380799750000001 66.990000000000023 52.061190950000004 46.805000000000007 52.380799750000001 34.010000000000012 1.5000000000000002 49.485000000000007 44.205000000000005 55.014210500000011 54.724612400000005 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 134.05000000000004 55.759969450000007 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 5 -4 11 7 8 9 10 13 -2 21 -7 -15 24 -8 18 -18 -19 -14 22 -13 -10 -16 -26 -21 28 -28 -29
right_child=1 -3 4 -5 -6 6 16 -9 23 -11 -12 12 20 14 15 -17 17 19 -20 26 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=21.601950501701296 -1030.1255794802353 -0.13141750728472387 -6910.8820806857157 24159.270927541947 -45624.944520277393 -17694.818047050958 3144.3023438647615 -112008.93789062501 -42722.626798922633 4493.9519156489378 131184.69324363428 680.95540587708763 -20395.740883170511 11623.871931094542 75996.02937167554 16361.828568842169 -4171.0102035772679 4196.1495348045273 -31104.413827781678 -1390.4334496171743 -63207.466238446301 -14009.549871304314 -19131.618816347851 7547.2767489346588 78312.837861328138 17586.242036759966 8137.1870455228363 -38831.263041111684 171840.94245695893 41856.65933459052
leaf_weight=2481177 25361 1513162 221 203 89 111 7150 24 155 3528 27 2072 535 557 94 267 7074 5506 320 24388 71 1038 301 55 40 109 52 61 27 29
leaf_count=2481177 25361 1513162 221 203 89 111 7150 24 155 3528 27 2072 535 557 94 267 7074 5506 320 24388 71 1038 301 55 40 109 52 61 27 29
internal_value=0 -33.654 -671.986 -604.023 -18025.6 -667.694 155.288 6356.66 6931.37 8550.32 20426.6 -2056.44 -8535.98 17888 21589.6 32473.8 -535.236 -1237.61 -5336.64 -229.449 -25411.6 -5537.85 -1832.14 -29556.7 50177.1 33888.7 -1221.73 23124.1 64086.6 -12831.8
internal_weight=0 1.59263e+06 79465 79155 310 78952 49574 4967 4943 4733 1205 29378 4017 1178 1067 510 44607 37457 7394 30063 606 3411 2373 210 243 149 24557 169 79 90
internal_count=4073804 1592627 79465 79155 310 78952 49574 4967 4943 4733 1205 29378 4017 1178 1067 510 44607 37457 7394 30063 606 3411 2373 210 243 149 24557 169 79 90
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=31
num_cat=0
split_feature=0 6 3 2 4 1 1 1 3 6 0 0 4 4 5 3 3 4 4 1 5 3 4 6 2 6 6 1 4 2
split_gain=2.88364e+11 1.88385e+12 4.60859e+12 1.24977e+13 3.18343e+13 2.05115e+13 1.00878e+13 3.54957e+13 3.50019e+13 1.89615e+13 5.13955e+13 3.77885e+13 2.11389e+13 1.70908e+13 1.24541e+13 1.67682e+13 1.90632e+13 1.57497e+13 1.2232e+13 1.16294e+13 1.02476e+13 2.52949e+13 2.23359e+13 2.16476e+13 3.07625e+13 1.83337e+13 2.65955e+13 1.17251e+13 1.34351e+13 1.10381e+13
threshold=54.94110555000001 138.05000000000004 7.5000000000000009 2200.0000000000005 6.5000000000000009 39.178027400000005 39.018051150000005 38.97264950000001 6.5000000000000009 156.15000000000003 45.029425500000009 45.036141150000006 15.500000000000002 5.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 7.5000000000000009 5.5000000000000009 39.038055050000004 3.5000000000000004 4.5000000000000009 15.500000000000002 149.05000000000004 3191.5000000000005 149.05000000000004 142.05000000000004 38.948208550000011 19.500000000000004 2810.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 9 10 -9 13 18 -11 17 16 -16 -13 -12 -8 22 25 -5 24 -23 26 -22 -24 -29 -25
right_child=-2 2 -4 6 -6 -7 19 8 -10 11 12 14 -14 -15 15 -17 -18 -19 -20 -21 21 23 27 29 -26 -27 -28 28 -30 -31
leaf_value=28.201000858840843 -18.225793397176588 -55806.305449218751 4444.2574813819874 3270.293973519822 -101313.72212027617 34944.389470880684 32588.7212040792 -170576.26808035714 -110484.59831250001 135422.85332349697 -22254.922387295082 -40910.733161272328 -111343.75877929688 21651.479687500003 -38140.957327586213 -6780.0384724934893 -165046.86140625001 67174.634855769225 58588.21707175926 2349.0577238932347 -7393.5382628676471 -115761.80253906251 -6731.1975543478256 57315.193303571432 -502.2198217147436 -4212.790359656532 70397.627146291212 117296.64544974663 30869.157790178575 -19231.73103734418
leaf_weight=1291062 2772653 40 3331 605 43 66 131 28 50 23 61 28 20 31 29 48 20 26 27 4356 85 57 23 21 39 555 91 37 35 183
leaf_count=1291062 2772653 40 3331 605 43 66 131 28 50 23 61 28 20 31 29 48 20 26 27 4356 85 57 23 21 39 555 91 37 35 183
internal_value=0 38.8378 1400 -100.513 -28741 698.844 545.188 -5135.94 -32348.9 -20892 -49843.2 -1685.39 -18542.1 70109.7 -27360.4 -48788.3 -89939.3 11130.4 2549.22 3231.92 1010.94 -5328.96 10348.7 -29779.3 -68937.6 4705.38 32828 55427.1 75283.3 -11351.9
internal_weight=0 1.30115e+06 10089 6758 149 106 6609 2122 391 341 136 205 108 54 151 97 49 54 88 4487 1731 1031 700 300 96 731 176 95 72 204
internal_count=4073804 1301151 10089 6758 149 106 6609 2122 391 341 136 205 108 54 151 97 49 54 88 4487 1731 1031 700 300 96 731 176 95 72 204
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=31
num_cat=0
split_feature=0 5 4 6 6 6 6 4 3 1 1 2 3 6 3 1 4 5 4 6 6 4 3 0 2 4 4 3 1 0
split_gain=2.84899e+11 2.88192e+12 6.30485e+12 3.52735e+12 2.15344e+13 8.54367e+12 3.48779e+12 1.04468e+13 1.41229e+13 8.47841e+12 1.86933e+13 9.91498e+12 5.33736e+12 4.47262e+12 7.84963e+12 1.1079e+13 1.04676e+13 8.3243e+12 1.5518e+13 6.69113e+12 7.09597e+12 1.25344e+13 1.42084e+13 2.00169e+13 1.35299e+13 1.34004e+13 1.10659e+13 1.18471e+13 9.93066e+12 9.42338e+12
threshold=60.002985000000002 1.5000000000000002 29.500000000000004 122.65000000000002 97.020000000000024 88.00500000000001 168.45000000000002 3.5000000000000004 8.5000000000000018 50.815483650000004 30.260128500000004 3338.0000000000005 1.5000000000000002 130.05000000000004 1.5000000000000002 39.803839700000005 4.5000000000000009 4.5000000000000009 8.5000000000000018 156.15000000000003 138.05000000000004 5.5000000000000009 3.5000000000000004 60.028671700000011 4395.5000000000009 19.500000000000004 4.5000000000000009 5.5000000000000009 30.315889700000003 60.042359000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 10 -9 -12 -8 -3 15 16 -15 19 -19 20 21 29 -23 -24 25 -25 -22 28 -28 -16
right_child=1 6 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 17 -17 -18 18 -20 -21 26 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-5.3182499073055096 -362.87624769963389 452.98087442718571 -49620.129532564606 29320.069470214847 -77705.08962788053 61965.462500000001 52529.53119612069 13993.305351562502 26920.748715444715 -15002.383895523824 -150300.9602849787 -57359.836873372406 -1201.3944891237745 -48428.59286684783 23702.516491477276 -84108.50794270834 41907.804835668103 -3496.6650045955885 91360.298822544646 39852.538973119706 -56345.822423986487 -61493.266718750005 -70503.92304504395 128944.52350852273 -26953.468511962892 25445.995255253234 -8728.0874722867411 -22554.03501969677 40132.06753289474 93376.546901041671
leaf_weight=3915450 63887 93366 26 40 36 22 29 20 39 61 22 24 51 23 55 21 29 34 35 59 37 30 20 22 20 29 74 118 95 30
leaf_count=3915450 63887 93366 26 40 36 22 29 20 39 61 22 24 51 23 55 21 29 34 35 59 37 30 20 22 20 29 74 118 95 30
internal_value=0 131.499 -386.411 -366.405 -384.975 -341.42 482.896 -11408.7 -25714.6 -41878.2 -66718 -101810 18276.1 513.985 8305.63 -22805.6 1951.32 11757.2 44619.2 7907.47 4351.32 18862.6 -1811.84 17863.4 42755.5 70092.4 -4875.01 1760.6 18737.7 48293.4
internal_weight=0 158354 64011 63985 63945 63909 94343 246 166 127 66 46 80 94097 731 73 52 658 69 589 530 206 121 91 71 51 324 287 169 85
internal_count=4073804 158354 64011 63985 63945 63909 94343 246 166 127 66 46 80 94097 731 73 52 658 69 589 530 206 121 91 71 51 324 287 169 85
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 6 0 6 5 3 1 6 3 0 6 1 0 3 6 6 4 3 4 4 3 0 7 5 6 6
split_gain=2.9046e+11 2.01628e+12 5.67723e+12 1.53705e+13 3.89061e+13 3.97465e+13 1.64978e+13 1.39407e+13 3.08643e+13 2.8808e+13 2.37181e+13 2.34799e+13 4.48701e+13 3.27366e+13 1.90217e+13 2.05011e+13 1.94299e+13 2.47732e+13 2.3378e+13 1.87223e+13 3.13225e+13 6.39219e+13 4.3503e+13 1.78698e+13 4.80219e+13 3.26361e+13 3.20817e+13 3.00118e+13 2.1404e+13 2.69278e+13
threshold=87.395000000000024 36.593086150000012 30.389265100000003 60.034792100000011 60.05226170000001 108.05000000000001 60.042359000000012 128.05000000000004 4.5000000000000009 3.5000000000000004 34.382014200000008 130.05000000000004 2.5000000000000004 50.596941950000009 105.00500000000001 30.452677500000004 58.603553700000006 16.500000000000004 97.020000000000024 96.050000000000011 17.500000000000004 8.5000000000000018 20.500000000000004 9.5000000000000018 3.5000000000000004 59.864072000000007 6.0000000000000009 2.5000000000000004 100.05000000000001 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 7 5 6 -5 8 14 -10 -11 12 -9 -14 15 23 18 19 -17 -18 21 -21 -22 24 25 26 28 -26 29 -4
right_child=1 -3 3 4 -6 -7 -8 11 9 10 -12 -13 13 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=6.6941704037387169 -155.52759654486178 -237.96304041651743 129847.97651154891 -6754.0215836321722 -2369.0693020975959 -188870.7651041667 -99471.95267159598 164258.61282327588 12487.969647930195 -102882.67773191664 -16109.70492466518 9125.4186276348973 -84760.057954545468 53557.674137581169 -4524.6486255762302 31.12039864806302 -4553.0675313860829 31032.307698781864 21008.512201148347 -33385.328271180551 -153269.17672230114 119743.31057207662 -5042.3080620659721 9059.1686012824557 162124.18108836209 -28675.445055778659 -75860.506001420465 52333.023112349081 128912.06906250001 8180.961236081178
leaf_weight=3832905 30731 199675 23 61 970 21 28 29 77 72 56 911 22 77 2193 1476 967 152 830 226 44 31 36 1700 29 147 22 176 30 87
leaf_count=3832905 30731 199675 23 61 970 21 28 29 77 72 56 911 22 77 2193 1476 967 152 830 226 44 31 36 1700 29 147 22 176 30 87
internal_value=0 -106.51 530.205 2538.52 -8760.64 -65122.7 -35923.7 3834.93 2479.36 -35844.5 -64919.5 14760.3 54865 22820.4 3441.1 6364.27 1871 -7173.29 7581.53 -11626.7 -31924.1 -14914.6 -86567.1 13999.2 30337.7 5441.38 36399.2 67864.5 54040.1 33620.4
internal_weight=0 240899 41224 10493 1080 110 89 9413 8374 205 128 1039 128 99 8169 5976 3762 1456 2306 1304 337 257 80 2214 514 309 162 205 140 110
internal_count=4073804 240899 41224 10493 1080 110 89 9413 8374 205 128 1039 128 99 8169 5976 3762 1456 2306 1304 337 257 80 2214 514 309 162 205 140 110
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=31
num_cat=0
split_feature=4 2 0 1 6 0 4 6 6 2 6 6 0 5 1 1 2 1 0 0 0 0 6 0 2 2 2 4 2 1
split_gain=2.79161e+11 1.56179e+12 2.9711e+12 3.25561e+12 2.89473e+12 2.71574e+12 2.31263e+12 2.23099e+12 6.00982e+12 3.64334e+12 1.00854e+13 4.01148e+12 3.88053e+12 3.47906e+12 3.14274e+12 6.51736e+12 1.00707e+13 1.3154e+13 1.0141e+13 8.67469e+12 1.20439e+13 6.33774e+12 5.37897e+12 5.38398e+12 5.34815e+12 4.80203e+12 6.54792e+12 6.19521e+12 4.73944e+12 4.1262e+12
threshold=2.5000000000000004 2200.0000000000005 57.978821400000008 52.419561900000012 247.90000000000001 57.634352600000007 1.5000000000000002 43.010000000000012 44.820000000000007 7884.5000000000009 44.410000000000004 44.605000000000011 55.046782850000007 2.5000000000000004 52.061190950000004 54.62357655000001 2911.0000000000005 53.67029225000001 56.041614100000011 55.622114900000007 54.810424650000009 63.565651350000003 46.010000000000012 55.303261650000003 3129.5000000000005 4137.5000000000009 4395.5000000000009 1.5000000000000002 14624.000000000002 53.67029225000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 13 -11 -12 -13 -9 25 16 17 -16 -19 20 24 -17 -22 -24 -18 -10 27 -27 -23 -21
right_child=-2 7 3 6 -6 -7 -8 8 14 10 11 12 -14 -15 15 21 19 18 -20 29 22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=993.89102958172464 -4.4047596544608698 -527.87784142662656 -14991.18193097796 -11170.429114583334 37172.18895596591 -15150.986069103425 18313.229418010305 1807.8449207765223 7.4299760749551869 5210.3869259698504 51831.263739691844 -16436.593963068182 40141.782060185185 13469.415871322028 64064.862384733606 461.2607520462206 -7931.9698674294814 4079.1407643716166 46596.401037597658 -16575.094070828345 72731.338992187506 30146.856585383015 33693.324417679396 -4720.343888671875 43717.05211292614 -64490.928041294654 -2678.2697127686861 -14000.609803307576 -15616.719930594307 3686.5160835220968
leaf_weight=13475 3961637 42742 42 30 22 105 235 3347 24641 611 72 22 27 277 61 20477 226 254 72 248 25 118 135 50 22 28 4422 184 28 169
leaf_count=13475 3961637 42742 42 30 22 105 235 3347 24641 611 72 22 27 277 61 20477 226 254 72 248 25 118 135 50 22 28 4422 184 28 169
internal_value=0 155.572 1147.35 10875.8 927.777 869.06 14975.5 15.1802 433.283 3998.97 10433.9 36810.5 14739.2 2699.2 129.684 1036.18 8012.21 21444.4 13469.5 2071.33 11572.1 609.286 29194.6 23311.3 -3350.2 -547.979 -3501.33 -20669.1 21370.3 -8363.55
internal_weight=0 112167 13909 307 13602 13580 265 98258 55516 4356 732 121 49 3624 51160 21885 1262 387 326 875 458 20623 210 185 248 29275 4634 212 146 417
internal_count=4073804 112167 13909 307 13602 13580 265 98258 55516 4356 732 121 49 3624 51160 21885 1262 387 326 875 458 20623 210 185 248 29275 4634 212 146 417
is_linear=0
shrinkage=0.1


Tree=4840
num_leaves=31
num_cat=0
split_feature=6 2 0 7 2 0 4 1 0 0 1 5 4 5 0 1 4 5 1 1 5 0 1 1 4 0 1 7 6 6
split_gain=2.69265e+11 2.10195e+12 3.44372e+12 3.9216e+12 4.66166e+12 4.05316e+12 4.19689e+12 3.80562e+12 8.10691e+12 3.65371e+12 7.20416e+12 6.56062e+12 3.36137e+12 4.48058e+12 3.41748e+12 3.80965e+12 8.96658e+12 3.17235e+12 3.06671e+12 2.92062e+12 2.93565e+12 2.72261e+12 5.60306e+12 1.33101e+13 6.1327e+12 4.27766e+12 8.13676e+12 7.59827e+12 6.91044e+12 5.63256e+12
threshold=28.005000000000006 2892.5000000000005 46.323575350000006 6.0000000000000009 11293.500000000002 44.739668300000005 9.5000000000000018 44.064675150000006 45.047736150000013 47.267650700000011 39.735861600000007 2.5000000000000004 14.500000000000002 1.5000000000000002 47.222459950000008 39.689978950000004 9.5000000000000018 1.5000000000000002 38.893394150000006 40.024897700000004 3.5000000000000004 57.14107305000001 65.574968200000015 65.559704250000024 8.5000000000000018 56.888401950000009 60.620042600000012 6.0000000000000009 19.050000000000004 27.215000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 8 -5 12 11 -11 14 -14 -4 17 -17 -16 -7 -3 -21 25 23 -23 -25 -12 -27 28 -28 -30
right_child=-2 2 9 4 -6 18 -8 -9 -10 10 21 -13 13 -15 15 16 -18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-363.3346111254246 -4.0860792523766518 -24113.700352411688 -291.4973519161681 75695.694190705122 3443.9992949761286 33773.635155188524 -35310.326012073863 6056.0476928710941 9401.2214334542423 5204.981262179841 236.20912250394218 -38918.876585477941 2589.5597833135062 50564.361777343758 2012.8372749097609 -9937.1659337110323 55878.994122023811 -26399.161291213266 7167.329811241807 1964.4904351068635 -35680.12200520833 -2293.818487457102 2696.9428727953318 -6467.649522816052 -40203.386260678963 11739.193249512522 2749.9206545887087 12459.468148984946 -10974.477895235548 8351.3939753351988
leaf_weight=43326 3973435 46 1854 39 135 46 33 40 35 3788 34578 34 731 20 611 1447 21 42 744 1530 21 4400 2119 88 139 949 2030 522 816 185
leaf_count=43326 3973435 46 1854 39 135 46 33 40 35 3788 34578 34 731 20 611 1447 21 42 744 1530 21 4400 2119 88 139 949 2030 522 816 185
internal_value=0 161.761 560.588 4067.57 16017.5 2838.02 -11.094 30907.2 44340.2 388.444 641.355 4812.46 -2268.46 3867.18 -3427.67 -6169.04 -8995.65 185.419 8716.56 718.32 1454.8 293.474 -1561.73 -3512.04 -27125.2 613.719 3513.22 1316.08 -603.044 -7402.76
internal_weight=0 100369 57043 2669 249 2420 1630 114 74 54374 49648 3822 4726 751 3975 2121 1468 653 790 1597 1551 45826 6746 4627 227 39080 4502 3553 3031 1001
internal_count=4073804 100369 57043 2669 249 2420 1630 114 74 54374 49648 3822 4726 751 3975 2121 1468 653 790 1597 1551 45826 6746 4627 227 39080 4502 3553 3031 1001
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=31
num_cat=0
split_feature=6 1 6 1 0 3 6 4 4 1 0 0 0 0 6 0 3 6 1 4 1 4 7 1 3 5 4 6 6 0
split_gain=2.71992e+11 2.64813e+12 1.02356e+13 9.96355e+12 1.28107e+13 1.32482e+13 8.79159e+12 1.93766e+13 1.49049e+13 2.26409e+13 7.70521e+13 2.61144e+13 8.19617e+13 3.42817e+13 2.89604e+13 5.64797e+13 2.67889e+13 3.13389e+13 2.6392e+13 2.57773e+13 2.45375e+13 1.32086e+13 2.50881e+13 1.14264e+13 1.22363e+13 1.12299e+13 1.74826e+13 3.49162e+13 3.58413e+13 2.40419e+13
threshold=46.010000000000012 30.370944000000005 43.205000000000005 30.205407000000005 54.73499850000001 7.5000000000000009 43.605000000000011 13.500000000000002 8.5000000000000018 30.323041000000003 59.898927250000007 59.982409200000006 59.939085000000013 59.950512650000007 44.410000000000004 59.933037250000005 3.5000000000000004 45.305000000000007 30.345769800000003 7.5000000000000009 30.330566300000005 21.500000000000004 6.0000000000000009 30.226173900000003 6.5000000000000009 1.5000000000000002 5.5000000000000009 44.410000000000004 45.305000000000007 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 19 -11 12 14 -14 18 16 17 -16 -12 25 -15 22 -9 -21 -25 26 -8 -28 29 -29
right_child=-2 -3 3 6 -6 -7 8 21 -10 10 11 -13 13 20 15 -17 -18 -19 -20 23 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=53.388615210118758 23.41245620421687 -58.726194084634272 1503.8345685463764 25280.890440049043 -3441.8165862699857 21813.509217772335 40140.926592488926 9140.3558145551542 6421.587291761306 -12236.954174261737 177410.80055664064 12682.963919632522 252823.79828889269 160509.47724609377 -81334.1333608774 -123364.52559267241 120551.02874710649 67537.46733870967 27005.571023995537 -110065.68797554349 19312.075625000001 15929.543863537241 -57632.784109213913 -24460.1911944987 -101364.01282552084 -9570.461663070666 59673.025253550208 -138775.90884665467 32385.272645970395 -9866.649605129076
leaf_weight=93687 2237135 1727339 1175 592 4137 442 127 134 6187 652 20 162 23 32 26 29 27 31 28 23 20 206 97 150 24 1151 48 39 38 23
leaf_count=93687 2237135 1727339 1175 592 4137 442 127 134 6187 652 20 162 23 32 26 29 27 31 28 23 20 206 97 150 24 1151 48 39 38 23
internal_value=0 -28.5173 448.763 2816.69 -491.87 7055.4 4741.8 13491 3725.67 -2514.38 8927.9 43600 64822.6 151167 24600.3 -3041.77 38498.2 -368.877 89674.4 -9916.96 106203 -2480.75 -18898.6 -43823.7 -35067.6 -5232.79 12922.4 -10434.1 -44085.5 -90954.7
internal_weight=0 1.83667e+06 109330 15643 5754 1617 9889 1029 8860 2673 1050 398 236 75 161 113 84 57 48 1623 52 437 231 197 174 1426 275 148 100 62
internal_count=4073804 1836669 109330 15643 5754 1617 9889 1029 8860 2673 1050 398 236 75 161 113 84 57 48 1623 52 437 231 197 174 1426 275 148 100 62
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 5 6 1 0 4 4 4 1 0 0 0 4 5 0 4 4 6 4 1 1 4 5 6 7 1
split_gain=2.92555e+11 2.24726e+12 8.45578e+12 8.46369e+12 5.51612e+12 4.77487e+12 6.51784e+12 4.65525e+12 4.52812e+12 4.40657e+12 3.84679e+12 6.42187e+12 5.66589e+12 3.84333e+12 3.78974e+12 4.03197e+12 3.85599e+12 3.8232e+12 3.71124e+12 1.2975e+13 1.14003e+13 9.69712e+12 1.52542e+13 1.49844e+13 1.90335e+13 1.75741e+13 1.3974e+13 1.39507e+13 1.15852e+13 1.32487e+13
threshold=41.505000000000003 61.438154000000004 61.335446300000008 9.5000000000000018 55.161746650000005 1.5000000000000002 34.905000000000008 61.400814300000008 55.145978450000008 8.5000000000000018 14.500000000000002 16.500000000000004 61.400814300000008 63.565651350000003 59.905532300000012 57.205086850000008 23.500000000000004 4.5000000000000009 57.14107305000001 21.500000000000004 18.500000000000004 38.995000000000012 14.500000000000002 65.493200550000012 65.593879100000024 15.500000000000002 1.5000000000000002 33.305000000000007 6.0000000000000009 65.574968200000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -5 -8 12 -12 -10 14 15 17 -17 18 -3 20 21 22 26 25 28 -23 -20 -24 -25 -30
right_child=-2 13 3 4 -6 -7 9 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-1.5933455552998697 -18.397737818152731 323.84612127493028 1838.0314240767977 -4754.4428101606973 -2402.7003301579784 5141.8537928513351 -3070.0899994088218 -3336.5460999823663 -19652.065164630003 -13744.14229276217 24681.374804687501 -11895.784788767498 2300.4953335281707 6971.3883155428748 -3564.5692836869039 3789.9482237056577 42491.973647836538 -30669.191633300783 72.603797302468635 -21859.722359537762 8798.9640862961569 -31497.940500889581 -407.77982436297503 5722.086249383291 -12075.730010043981 17506.381530535666 -20329.390960885183 -14705.6451897273 18134.425071994756 69618.618181818179
leaf_weight=958601 2768799 310565 4131 1076 2109 1180 955 3002 829 650 64 192 137 852 2589 2610 26 40 8228 300 1131 227 1113 1152 421 108 350 1764 548 55
leaf_count=958601 2768799 310565 4131 1076 2109 1180 955 3002 829 650 64 192 137 852 2589 2610 26 40 8228 300 1131 227 1113 1152 421 108 350 1764 548 55
internal_value=0 39.0341 -37.6317 -2449.25 -6095.72 -828.962 -1635.27 -339.745 -9485.01 -7392.91 -13650.4 -2751.49 -16538.7 263.65 246.396 276.418 4171.68 244.922 248.715 -1266.71 -857.494 -1639.5 -2873.2 3988.57 7019.6 -15699.5 -759.839 -9174.35 11600.3 22830.3
internal_weight=0 1.305e+06 972926 14325 4407 9918 8738 7133 2298 1605 1222 256 966 332079 331227 328638 2636 326002 325962 15397 15097 13966 11455 2511 2176 335 8578 2877 1755 603
internal_count=4073804 1305005 972926 14325 4407 9918 8738 7133 2298 1605 1222 256 966 332079 331227 328638 2636 326002 325962 15397 15097 13966 11455 2511 2176 335 8578 2877 1755 603
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=31
num_cat=0
split_feature=1 0 0 3 6 4 4 0 5 3 6 6 6 3 6 5 7 6 6 6 3 5 6 3 6 6 3 6 6 4
split_gain=2.91058e+11 1.25589e+12 2.45309e+12 2.42194e+12 1.16571e+12 3.80259e+12 4.39012e+12 5.26874e+12 7.07127e+12 9.11937e+12 5.4033e+12 4.7636e+12 4.43896e+12 9.70619e+12 7.93926e+12 4.67288e+12 4.61089e+12 4.85004e+12 9.95117e+12 7.05748e+12 4.42675e+12 4.29629e+12 4.06951e+12 3.7379e+12 5.01379e+12 3.99267e+12 3.68281e+12 3.50952e+12 8.50477e+12 5.52792e+12
threshold=113.48479755000001 44.046956350000009 48.179569850000007 3.5000000000000004 62.010000000000012 8.5000000000000018 9.5000000000000018 55.145978450000008 3.5000000000000004 3.5000000000000004 73.995000000000019 66.010000000000005 70.00500000000001 4.5000000000000009 64.015000000000015 2.5000000000000004 6.0000000000000009 92.02500000000002 99.050000000000011 88.00500000000001 4.5000000000000009 3.5000000000000004 64.805000000000021 2.5000000000000004 72.020000000000024 64.015000000000015 3.5000000000000004 63.005000000000003 64.405000000000015 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 -4 22 7 8 9 23 11 -9 13 -11 -15 -16 17 19 -19 -14 26 -12 -6 25 -25 -7 -10 29 -29 -8
right_child=1 2 4 -5 5 6 27 10 20 12 21 -13 16 14 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.1506770340353678 21130.894537984917 -47847.277251906627 -99.610035540676321 -368.9564275568182 7952.2360199842724 -28750.703562500003 59877.557982666011 -3607.9380400940609 -3456.0387992527176 58733.001243832245 -9587.3256855190193 16609.909268753618 35734.281993084194 36616.391442418986 15860.623315890332 -20997.214179587852 3247.7162082813406 -36191.551100980316 37009.001350661063 87813.594632056454 -18583.577639552528 10222.002611462824 -2093.1288751616071 9157.823093377976 -38152.82152201335 14050.347720588235 44227.633468750006 -34607.436269153004 631.53380180075146 744.39601085574134
leaf_weight=4047600 29 21 18022 22 457 25 25 182 46 38 447 324 162 54 53 98 54 26 65 31 112 145 3431 42 48 170 25 71 1936 43
leaf_count=4047600 29 21 18022 22 457 25 25 182 46 38 447 324 162 54 53 98 54 26 65 31 112 145 3431 42 48 170 25 71 1936 43
internal_value=0 332.204 309.16 -23556 348.43 1344.06 3422.01 6592.1 11660.3 15434.5 1750.11 9337.88 22621.7 12312.9 3708.15 -8060.36 30033 35126 16094.6 44099.4 -6200.26 -4735.38 -912.385 782.753 -16074.5 8563.03 13334 141.913 -615.086 22484.5
internal_weight=0 26204 26175 43 26132 8110 4222 2147 1049 866 1098 506 581 243 205 151 338 284 91 193 183 592 3888 285 90 195 71 2075 2007 68
internal_count=4073804 26204 26175 43 26132 8110 4222 2147 1049 866 1098 506 581 243 205 151 338 284 91 193 183 592 3888 285 90 195 71 2075 2007 68
is_linear=0
shrinkage=0.1


Tree=4844
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 1 6 6 3 6 6 3 6 4 1 6 6 4 3 5 6 6 1 6 4 4 3 3 6
split_gain=2.63056e+11 3.49978e+12 1.92934e+13 1.5232e+13 1.01566e+13 1.36396e+13 2.0277e+13 2.33247e+13 1.98155e+13 1.66974e+13 1.14697e+13 2.60486e+13 2.05299e+13 1.36286e+13 1.05628e+13 9.94825e+12 2.44834e+13 2.22141e+13 2.07519e+13 1.57101e+13 1.56283e+13 1.62919e+13 1.37974e+13 1.08443e+13 1.03406e+13 8.35335e+12 8.34647e+12 8.09473e+12 1.00777e+13 7.79202e+12
threshold=45.00849250000001 45.015054600000006 38.958307950000012 18.500000000000004 41.912736000000002 39.038055050000004 39.044653900000007 86.030000000000015 62.375000000000007 21.500000000000004 118.04500000000002 130.05000000000004 13.500000000000002 108.05000000000001 19.500000000000004 38.977585500000011 79.710000000000022 71.715000000000018 6.5000000000000009 4.5000000000000009 3.5000000000000004 102.04000000000001 104.01000000000001 39.004719500000007 64.015000000000015 18.500000000000004 15.500000000000002 14.500000000000002 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 2 3 -2 5 15 8 -8 -7 10 13 12 -12 -9 -15 17 29 24 -19 -20 21 23 25 27 -4 -21 -10 28 -18 -17
right_child=1 -3 4 -5 -6 6 7 9 26 -11 11 -13 -14 14 -16 16 20 18 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=97.792907158153966 -15198.043551855821 -0.66514096276584711 398.06575946450238 -72025.546241435077 -10300.495420421508 12310.654675155325 -761.30163033398071 23268.283191244944 34461.32633322011 -50569.760754394534 43157.44998553241 -19592.211828613283 171725.2161005435 18617.589599609375 -79782.418359375006 -4624.453073377088 -45966.059487552964 -21843.664783135777 118737.18834134616 27366.891138392857 26631.664671148257 -92724.751885190228 5814.981668203849 -67099.589348958325 -36199.902999745245 92194.494972826098 96119.296484375009 -57616.83121603261 3104.4993372599288 38717.323293340778
leaf_weight=257666 208 3801523 480 61 1097 485 7468 448 46 32 27 27 23 20 24 3349 59 58 26 35 43 46 81 60 92 46 42 46 144 42
leaf_count=257666 208 3801523 480 61 1097 485 7468 448 46 32 27 27 23 20 24 3349 59 58 26 35 43 46 81 60 92 46 42 46 144 42
internal_value=0 -6.60298 -1551.1 -28084.6 -1053.58 -287.943 2054.73 763.92 20231.9 19716.3 23669.1 59557.7 102299 18052.4 -35055.1 -4682.42 -6841.55 5318.72 30447.3 46579.6 -30305.2 -37201.8 34998.8 -28936.2 -5488.32 64182.6 63889 -19740.3 -11157.4 -4087.63
internal_weight=0 3.81614e+06 14615 269 14346 13249 8642 8069 573 601 569 77 50 492 44 4607 3789 818 246 188 398 355 162 309 572 81 88 249 203 3391
internal_count=4073804 3816138 14615 269 14346 13249 8642 8069 573 601 569 77 50 492 44 4607 3789 818 246 188 398 355 162 309 572 81 88 249 203 3391
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=31
num_cat=0
split_feature=2 2 6 4 6 4 1 6 0 7 4 6 3 6 5 6 6 4 6 4 3 3 3 4 1 7 0 2 1 4
split_gain=2.63217e+11 4.27708e+12 9.46013e+12 1.57695e+13 1.3514e+13 2.119e+13 8.1393e+12 6.00887e+12 5.07443e+12 4.44905e+12 1.06175e+13 1.12999e+13 1.777e+13 6.01281e+12 1.01821e+13 5.8459e+12 5.79223e+12 4.96055e+12 4.49971e+12 3.90989e+12 4.80457e+12 3.66915e+12 3.47463e+12 3.67333e+12 3.45821e+12 3.43264e+12 5.83227e+12 3.12204e+13 2.30729e+13 2.21631e+13
threshold=6082.0000000000009 5972.5000000000009 118.04500000000002 12.500000000000002 100.05000000000001 16.500000000000004 44.064675150000006 55.805000000000007 53.20799465000001 6.0000000000000009 16.500000000000004 88.825000000000003 7.5000000000000009 67.91500000000002 2.5000000000000004 93.050000000000011 67.445000000000007 14.500000000000002 73.995000000000019 17.500000000000004 14.500000000000002 2.5000000000000004 2.5000000000000004 9.5000000000000018 45.126607350000008 6.0000000000000009 43.472751400000007 11703.500000000002 43.047633000000012 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 6 -6 -3 8 24 10 11 13 -13 -9 17 19 -12 -15 22 20 -11 -20 -16 -24 -8 26 27 28 29 -2
right_child=25 2 3 -5 5 -7 7 9 -10 15 16 12 -14 14 18 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.065887146343435 -23948.840823665509 -41897.403831129806 -10483.683380681818 109248.85262784093 15401.044748263888 -91661.59019325659 5550.8180532518709 11962.390841717548 -4541.7629665207523 9890.3127021578803 -3005.9983473557695 -9740.6175781250004 103210.45549479168 -20299.841025904607 18567.300116548085 -26997.051484374999 -67492.644986979169 -73008.223768028853 -12961.933886718751 30804.789887497744 57024.850322690225 32517.662485638786 -61968.598203125002 -1360.5868554687502 -18344.326672557043 185.38023859520408 -150.05525397435639 -466.07689523084201 -7727.0354309270951 -79103.766244103783
leaf_weight=2966190 233 39 22 22 36 38 1568 357 958 362 26 26 30 57 21 30 30 26 24 173 23 68 20 20 63 415218 681765 5728 525 106
leaf_count=2966190 233 39 22 22 36 38 1568 357 958 362 26 26 30 57 21 30 30 26 24 173 23 68 20 20 63 415218 681765 5728 525 106
internal_value=0 15.494 3267.43 49382.6 2759.52 -39577.1 3558.53 4015.2 1234.83 9582.38 4225.3 7830.16 50768.9 3775.23 -8609.58 16005.4 -37552.4 -36810.9 6689.18 18317.4 12706.1 20653.4 -14371.6 -31664.6 4627.83 -41.7014 -178.677 -3138.87 -20858.5 -41194.9
internal_weight=0 2.97023e+06 4039 44 3995 74 3921 3882 2589 1293 705 649 56 593 236 588 56 83 153 558 385 92 61 40 1631 1.10358e+06 688357 6592 864 339
internal_count=4073804 2970229 4039 44 3995 74 3921 3882 2589 1293 705 649 56 593 236 588 56 83 153 558 385 92 61 40 1631 1103575 688357 6592 864 339
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=31
num_cat=0
split_feature=0 1 3 6 3 6 6 4 5 6 1 4 3 6 6 4 7 6 6 4 0 7 1 6 2 0 6 6 6 1
split_gain=2.90041e+11 1.09951e+13 3.13766e+13 1.75299e+13 2.4236e+13 2.01258e+13 1.54844e+13 6.95278e+12 5.85239e+12 1.04317e+13 1.14422e+13 4.26218e+13 2.13007e+13 1.45397e+13 1.34374e+13 1.31457e+13 1.29208e+13 1.05088e+13 9.15176e+12 1.35155e+13 3.13842e+13 8.52465e+12 1.3202e+13 1.47605e+13 8.49675e+12 2.29673e+13 1.29507e+13 1.25747e+13 1.65669e+13 1.12645e+13
threshold=43.550475500000012 39.803839700000005 7.5000000000000009 67.445000000000007 2.5000000000000004 44.820000000000007 59.815000000000005 10.500000000000002 1.5000000000000002 46.420000000000009 39.908802000000009 3.5000000000000004 3.5000000000000004 41.990000000000002 37.705000000000005 7.5000000000000009 6.0000000000000009 43.905000000000008 40.905000000000008 6.5000000000000009 43.472751400000007 6.0000000000000009 40.024897700000004 38.605000000000011 3999.0000000000005 43.472751400000007 42.005000000000003 44.820000000000007 44.010000000000012 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 -3 10 11 13 15 -10 -14 17 18 -13 -16 -20 -21 24 23 -23 25 27 -26 28 -12 -29
right_child=-2 8 6 7 5 -7 -8 -9 9 -11 21 12 14 -15 16 -17 -18 -19 19 20 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-49674.283967373201 -3.3451906698784755 -1373.6266797982969 28414.050687500003 -13098.756054687501 13730.241554418106 144125.03476562499 134190.97781470514 -94564.964897017053 161798.47654551631 208.61554243643937 19335.382216717589 -16465.64864908854 -16234.380786132813 60012.337282986118 85426.925390625009 33055.342447916672 121584.10914062499 -81880.823816287884 70715.848339843753 -73250.845738636373 78918.945584239147 12010.234827302633 6027.9069229644992 -63994.437754000159 -6134.9288556569418 -66008.123291015625 6791.2281455125812 -31843.287399159308 111572.18419921875 11687.349857003348
leaf_weight=28 4010765 18110 25 20 29 20 31 22 23 39641 739 96 44 36 27 39 20 33 32 33 23 38 147 78 1200 36 2189 92 20 168
leaf_count=28 4010765 18110 25 20 29 20 31 22 23 39641 739 96 44 36 27 39 20 33 32 33 23 38 147 78 1200 36 2189 92 20 168
internal_value=0 212.833 25243.8 -3803.42 24542.8 66952.6 86969.1 -55771.5 143.152 756.926 5007.97 21115.4 7755.19 99691.7 31757.9 -17819.1 47399.8 -33199.8 34498.2 18872.3 -10752.5 3618.63 -13874.8 -39096.4 4653.91 12490.9 2214.25 15264.2 21765.9 -3715.8
internal_weight=0 63039 175 119 77 49 56 42 62864 44754 5113 406 347 59 179 168 135 129 115 88 56 4707 263 116 4444 1055 3389 1019 759 260
internal_count=4073804 63039 175 119 77 49 56 42 62864 44754 5113 406 347 59 179 168 135 129 115 88 56 4707 263 116 4444 1055 3389 1019 759 260
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=31
num_cat=0
split_feature=0 4 3 1 1 0 3 3 3 0 3 5 6 5 4 0 3 6 0 6 6 6 5 6 6 3 6 1 0 4
split_gain=2.62482e+11 3.07393e+12 4.23071e+12 2.97006e+12 3.32494e+13 2.54979e+13 1.82207e+13 1.68731e+13 2.73179e+13 2.02196e+13 6.04482e+13 2.38624e+13 2.06215e+13 2.68002e+13 2.4336e+13 2.0075e+13 1.66022e+13 1.65788e+13 1.65388e+13 2.74509e+13 1.3845e+13 3.76292e+13 4.48642e+13 2.45164e+13 2.12973e+13 1.31422e+13 1.27966e+13 1.26165e+13 7.17281e+13 5.45519e+13
threshold=45.073441650000007 29.500000000000004 12.500000000000002 40.024897700000004 40.377616600000003 45.029425500000009 8.5000000000000018 6.5000000000000009 5.5000000000000009 44.249882500000005 4.5000000000000009 2.5000000000000004 40.490000000000002 1.5000000000000002 4.5000000000000009 44.601833250000006 1.5000000000000002 46.010000000000012 43.687280500000007 64.805000000000021 73.995000000000019 66.990000000000023 2.5000000000000004 114.05000000000001 86.920000000000016 1.5000000000000002 36.905000000000008 39.105193450000009 45.015054600000006 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 3 -3 27 6 -6 7 8 9 10 12 -12 16 14 -14 -9 26 -16 20 -20 21 22 -15 24 -22 -7 -5 -1 -29 -30
right_child=-2 2 -4 4 5 25 -8 15 -10 -11 11 -13 13 18 17 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=204.64813250771923 -9.1344945585798083 819.80486778846159 -60356.616406250003 67624.735952240575 -243.66924807855924 -4191.9097604937078 -59547.662430456912 140631.17955163046 -54505.470298793865 1577.4897303402329 134689.64292968748 9780.1968749999996 139205.76770833333 -3697.3502764423083 88057.245483398438 23906.833079268294 -11821.04798646054 -33608.424776785716 159043.20442708334 28012.743945312501 29507.99951171875 -88183.666071428568 120785.93521656712 -50342.574609375006 130753.29566532257 5827.4255350213498 -21696.022418478264 47.12140163792408 -11095.605842105324 30445.906927787968
leaf_weight=295402 3606732 26 20 53 95979 1491 33 23 57 613 65 20 39 195 24 41 295 21 21 67 63 42 34 24 31 10734 23 52584 8724 328
leaf_count=295402 3606732 26 20 53 95979 1491 33 23 57 613 65 20 39 195 24 41 295 21 21 67 63 42 34 24 31 10734 23 52584 8724 328
internal_value=0 70.5366 -25778.6 73.0826 527.439 304.188 14068.2 15455.6 13543.6 15923.2 24570.2 105299 17207.5 29304 81388.4 65854.6 -1083.85 31279.9 20131.9 59281.4 11275.5 -1173.34 14784.9 39865.5 62897.4 4605.44 40593.5 -66.8851 -1368.26 -9590.35
internal_weight=0 467072 46 467026 109988 108204 1784 1751 1687 1630 1017 85 932 561 84 64 371 45 477 88 389 271 229 118 94 12225 76 357038 61636 9052
internal_count=4073804 467072 46 467026 109988 108204 1784 1751 1687 1630 1017 85 932 561 84 64 371 45 477 88 389 271 229 118 94 12225 76 357038 61636 9052
is_linear=0
shrinkage=0.1


Tree=4848
num_leaves=31
num_cat=0
split_feature=0 1 4 6 6 3 3 5 6 1 4 4 3 4 3 6 6 0 6 5 6 6 4 3 4 1 6 1 6 1
split_gain=2.83486e+11 8.88743e+12 2.59579e+13 1.18296e+13 1.50691e+13 2.82997e+13 1.48975e+13 4.75904e+12 8.94496e+12 1.92037e+13 1.43962e+13 1.03856e+13 2.01377e+13 2.44835e+13 2.83137e+13 1.693e+13 1.6633e+13 2.45031e+13 8.584e+12 8.45482e+12 1.49809e+13 1.49262e+13 1.4859e+13 2.00452e+13 3.64291e+13 1.71532e+13 3.77612e+13 2.40209e+13 1.61696e+13 1.27885e+13
threshold=43.550475500000012 39.803839700000005 13.500000000000002 38.405000000000008 62.010000000000012 7.5000000000000009 8.5000000000000018 1.5000000000000002 60.005000000000003 39.843340650000009 3.5000000000000004 16.500000000000004 15.500000000000002 17.500000000000004 4.5000000000000009 54.990000000000002 56.805000000000007 43.472751400000007 77.010000000000005 2.5000000000000004 88.00500000000001 71.715000000000018 17.500000000000004 13.500000000000002 19.500000000000004 39.939672500000007 96.050000000000011 42.186961750000002 101.02000000000002 39.939672500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -3 11 10 -10 -9 13 15 -15 -13 17 -16 -12 20 29 -21 25 24 -24 26 -22 -27 -28 -11
right_child=-2 7 3 4 5 -7 -8 8 9 19 18 12 -14 14 16 -17 -18 -19 -20 21 22 -23 23 -25 -26 27 28 -29 -30 -31
leaf_value=-34173.888671874789 -3.3071700112124969 -1220.0101663284338 -5593.2240625000004 173692.22875000001 -44915.529359375003 105549.61190625001 51636.890625 2807.9982949762766 -102464.16388904203 -16341.945137628672 -51787.09754849138 -9759.8742708333339 64157.242908653854 97168.593408203131 34295.141060697111 -103148.79825284092 -105454.50453125002 -93690.423646763404 31048.993892045455 6616.0753990507619 -134515.96255580356 -482.22153797454206 172821.70528125 -10565.94678883272 -3616.140625 105514.92752278646 69466.771256510416 4724.3352118545145 -50687.848586309527 -2840.4559048007413
leaf_weight=55 4010765 18110 30 20 25 25 20 16654 31 762 29 30 26 24 52 55 20 21 22 3880 28 12526 25 34 22 24 24 1601 21 8843
leaf_count=55 4010765 18110 30 20 25 25 20 16654 31 762 29 30 26 24 52 55 20 21 22 3880 28 12526 25 34 22 24 24 1601 21 8843
internal_value=0 210.414 22714.7 48788.6 66915.9 30317 112665 147.767 701.247 -399.028 -48721.2 2517.79 -18680.2 -29342.5 331.663 -70188 -24658.5 -2522.62 -16053.9 -256.444 -2350.37 1196.52 6078.74 47922.8 90233.8 4082.64 -43338.2 6212.93 13394.6 -3911.58
internal_weight=0 63039 175 120 90 50 40 62864 44754 27872 82 16882 228 202 117 85 93 73 51 27790 11384 16406 1779 81 47 1698 73 1625 45 9605
internal_count=4073804 63039 175 120 90 50 40 62864 44754 27872 82 16882 228 202 117 85 93 73 51 27790 11384 16406 1779 81 47 1698 73 1625 45 9605
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=31
num_cat=0
split_feature=6 3 4 6 0 0 0 4 0 6 3 1 6 1 3 0 1 1 3 4 4 0 1 0 1 1 0 3 1 4
split_gain=2.86293e+11 2.07067e+12 5.47602e+12 7.0351e+12 4.24035e+12 3.90578e+12 1.20738e+13 1.28447e+13 7.7375e+12 4.13488e+12 3.90667e+12 3.76852e+12 3.36704e+12 5.7574e+12 5.49078e+12 8.11406e+12 5.97792e+12 1.2064e+13 9.46002e+12 9.11631e+12 8.6641e+12 6.07975e+12 5.87479e+12 5.8496e+12 4.60486e+12 5.3517e+12 4.54432e+12 4.06503e+12 7.75285e+12 4.0598e+12
threshold=41.505000000000003 10.500000000000002 33.500000000000007 40.905000000000008 42.965693300000005 55.696737300000009 55.79439725000001 36.500000000000007 55.806294650000005 39.995000000000012 4.5000000000000009 28.601854300000003 41.365000000000002 94.478249850000012 3.5000000000000004 43.6005307 82.906746050000024 82.92647190000001 2.5000000000000004 8.5000000000000018 7.5000000000000009 60.042359000000012 82.962856350000024 44.990874950000006 38.948208550000011 39.873894000000007 44.601833250000006 1.5000000000000002 39.712886600000012 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 12 5 -3 -4 7 -7 -8 10 -10 -6 -1 14 16 -16 19 18 -18 20 24 -21 -19 -17 29 27 -27 28 -26 -14
right_child=-2 4 3 -5 11 6 8 -9 9 -11 -12 -13 13 -15 15 23 17 22 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=80.431991809980076 -18.199772208455787 -42286.111891682944 -39732.491037326392 -66469.690433933429 -10374.334497136835 -5418.4324843750001 -69509.916179093067 102099.87805175781 -16741.785360646805 -49584.245982142864 14831.26990559896 -231.81013996744051 6228.4838113536007 22748.729653468279 65891.110144624254 -18029.270880402113 -5580.9155444335938 15682.43408203125 -97060.284705528858 7563.4199078658539 -51151.6742504223 61908.211718750004 -7551.6239949059864 4135.7012705470397 8751.9994847074468 -47415.73743954613 -224.72382396851432 4810.0510957210436 72566.638421630865 -13238.008959145438
leaf_weight=1092973 2768799 24 36 23 367 25 23 20 86 21 72 202282 138 132 21 122 20 122 26 1044 37 21 1008 4953 47 21 721 109 32 479
leaf_count=1092973 2768799 24 36 23 367 25 23 20 86 21 72 202282 138 132 21 122 20 122 26 1044 37 21 1008 4953 47 21 721 109 32 479
internal_value=0 38.614 92.6261 -13282.9 -255.156 -8960.33 -4475.31 42367.5 -14910.6 -7895.04 -2354.06 -250.178 96.3401 2016.94 1710.18 3859.55 -1153.4 -7086.71 -57286.6 1480.64 -3329.59 8635.01 -5043.17 3602.87 -2185.82 2258.08 -1560.32 17328.6 34601 -8884.08
internal_weight=0 1.305e+06 1.10233e+06 306 202673 283 247 45 202 179 158 202649 1.10203e+06 9053 8921 5096 3825 1176 46 2649 1584 1065 1130 5075 1547 930 742 188 79 617
internal_count=4073804 1305005 1102332 306 202673 283 247 45 202 179 158 202649 1102026 9053 8921 5096 3825 1176 46 2649 1584 1065 1130 5075 1547 930 742 188 79 617
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=31
num_cat=0
split_feature=6 0 2 0 1 6 3 3 4 6 4 0 6 4 0 5 4 6 7 1 1 3 6 6 3 4 6 3 0 1
split_gain=2.6869e+11 1.94023e+12 1.71174e+13 9.3175e+12 2.02472e+13 1.52224e+13 2.33088e+13 1.81929e+13 1.82761e+13 1.41896e+13 1.335e+13 1.17608e+13 1.16216e+13 2.68883e+13 1.94014e+13 1.92998e+13 1.43115e+13 1.19723e+13 3.0561e+13 1.86604e+13 2.07505e+13 4.06666e+13 3.68911e+13 1.73101e+13 1.66301e+13 1.97902e+13 1.58997e+13 1.54532e+13 1.5148e+13 1.3318e+13
threshold=87.395000000000024 57.14107305000001 2421.5000000000005 56.872182500000008 65.64204770000002 94.02500000000002 5.5000000000000009 9.5000000000000018 12.500000000000002 91.02500000000002 22.500000000000004 56.888401950000009 125.02000000000002 6.5000000000000009 57.125462300000009 4.5000000000000009 7.5000000000000009 114.05000000000001 6.0000000000000009 59.317422600000008 65.559704250000024 3.5000000000000004 120.05000000000001 110.01500000000001 1.5000000000000002 12.500000000000002 106.49500000000002 4.5000000000000009 57.113979900000011 65.574968200000015
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 9 -9 12 -10 17 14 15 -14 -15 23 19 -19 27 29 -23 24 26 -26 -7 -21 -25 -22
right_child=1 2 -4 4 -6 6 -8 8 11 -11 -12 -13 13 16 -16 -17 -18 18 -20 20 21 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=6.4384219059538168 -100.73912088924607 -73804.168548387097 529.18423188978306 -13408.229075380814 -51906.245521438956 25172.754178292413 -6213.130949757935 -63054.776370954518 -40065.695279153966 9758.8474354619575 82083.712776692715 15382.193891310817 -13264.590414468345 -73806.123292151169 104989.28138469829 83685.064304896761 -12585.738935632791 130326.65006045387 -49853.585620117192 1072.7272056628185 200773.44741443451 -84210.420134943182 103444.11003906251 17572.080482456142 21.353532697152403 36278.344273575494 105099.46298828126 74553.978214285715 -46569.116053185098 86751.770000000004
leaf_weight=3832905 186937 31 46265 2165 86 112 2494 64 41 46 24 571 77 43 29 28 341 21 44 157 21 22 20 57 828 184 32 35 104 20
leaf_count=3832905 186937 31 46265 2165 86 112 2494 64 41 46 24 571 77 43 29 28 341 21 44 157 21 22 20 57 828 184 32 35 104 20
internal_value=0 -102.441 479.41 -240.863 -3657.81 -3110.4 404.442 -8824 4922.36 -32605.4 7909.77 11667.5 7091.3 -5982.44 32585.8 12588.7 -19441.1 11178.3 27907.8 39466.9 32528.5 74307.6 5148.88 6859.41 11137.9 6613.53 42934.2 14467.7 -23860.7 145153
internal_weight=0 240899 46296 194603 7666 7580 4693 2887 722 110 2199 612 2175 518 134 105 384 1657 340 296 275 83 42 1317 1156 1012 144 192 161 41
internal_count=4073804 240899 46296 194603 7666 7580 4693 2887 722 110 2199 612 2175 518 134 105 384 1657 340 296 275 83 42 1317 1156 1012 144 192 161 41
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=31
num_cat=0
split_feature=6 0 3 0 1 2 4 5 4 1 5 7 6 6 4 1 1 1 1 3 0 4 6 6 1 4 4 6 6 6
split_gain=2.79241e+11 2.55717e+12 9.42516e+12 1.22599e+13 2.11441e+13 3.14559e+13 6.70489e+13 1.77633e+13 2.77576e+13 4.17575e+13 4.80243e+13 5.08102e+13 6.22202e+13 7.71674e+13 4.32298e+13 5.72998e+13 3.11261e+13 2.82099e+13 2.54894e+13 7.17639e+13 2.37614e+13 3.32384e+13 4.15799e+13 4.24158e+13 2.37099e+13 2.87275e+13 2.34716e+13 2.31343e+13 3.65713e+13 2.99965e+13
threshold=46.010000000000012 59.882709350000006 8.5000000000000018 59.91832440000001 30.624707450000006 3338.0000000000005 11.500000000000002 2.5000000000000004 13.500000000000002 30.330566300000005 1.5000000000000002 6.0000000000000009 79.710000000000022 54.710000000000008 17.500000000000004 30.315889700000003 30.410676000000006 30.362494150000003 30.345769800000003 4.5000000000000009 59.898927250000007 11.500000000000002 71.715000000000018 54.010000000000012 30.472130500000002 17.500000000000004 6.5000000000000009 71.715000000000018 73.00500000000001 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 5 7 -7 8 17 10 -10 12 13 -12 15 -15 -11 18 -3 27 -19 22 23 -22 -18 -26 -21 -20 -29 -30
right_child=1 2 -4 -5 -6 6 -8 -9 9 16 11 -13 -14 14 -16 -17 24 20 19 26 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-28.894845307758246 55.48326623650285 -11986.224995314667 800.80881278833567 -403.84787208499415 -26438.468973922732 76307.445731993983 4269.4759385465777 -90.455596353385914 -12419.243072307663 -40344.082663065594 -32363.467363757623 10295.713500090244 -70675.120630787031 117384.4651554189 77782.917931879783 310009.4586956522 -598.31645793578252 21764.880679445108 -24467.183614887006 8627.6726748511919 -12853.006706754306 25340.073864220434 119263.317265625 -85911.86643408204 -10131.442626284246 -115569.28945312501 -104540.08887193468 115054.63264160157 -88638.552566964296 63714.796740722661
leaf_weight=1836669 2055717 3953 52008 111566 384 143 1339 6710 302 240 41 303 27 47 98 23 2437 419 298 21 387 209 20 100 73 40 144 34 28 24
leaf_count=1836669 2055717 3953 52008 111566 384 143 1339 6710 302 240 41 303 27 47 98 23 2437 419 298 21 387 209 20 100 73 40 144 34 28 24
internal_value=0 23.7224 -336.172 -793.108 -3226.88 -2716.38 11220.5 -4009.06 -6846.12 -27.3124 19505.2 37392.4 72181.7 90636.9 120655 180676 -5915.07 -11238.4 -14790.4 -34981.2 2850.68 -8217.82 -22051.3 -27854.8 -2674.69 -47454.6 -90136.9 -11281.5 34408.5 -18321.6
internal_weight=0 2.23714e+06 181418 129410 17844 17460 1482 15978 9268 3631 841 539 236 209 168 70 2790 5637 4502 549 1135 716 507 487 2550 113 165 384 86 52
internal_count=4073804 2237135 181418 129410 17844 17460 1482 15978 9268 3631 841 539 236 209 168 70 2790 5637 4502 549 1135 716 507 487 2550 113 165 384 86 52
is_linear=0
shrinkage=0.1


Tree=4852
num_leaves=31
num_cat=0
split_feature=0 4 4 6 1 6 0 6 6 6 0 1 6 6 3 5 6 0 6 1 6 1 1 0 3 0 0 0 1 1
split_gain=3.2987e+11 2.66857e+12 1.10069e+13 2.41474e+13 1.61514e+13 1.36662e+13 3.28874e+13 4.82501e+13 2.54767e+13 1.99047e+13 1.70212e+13 4.12803e+13 1.6257e+13 4.06791e+13 2.15568e+13 1.75182e+13 1.46584e+13 2.75201e+13 2.69498e+13 6.35957e+13 5.40605e+13 9.24576e+13 1.4113e+14 5.0727e+13 3.58246e+13 1.89394e+13 5.53673e+13 5.3165e+13 4.97762e+13 4.67789e+13
threshold=56.067362750000008 13.500000000000002 12.500000000000002 33.305000000000007 30.157841000000001 130.05000000000004 59.91832440000001 156.15000000000003 116.05000000000001 108.05000000000001 56.83050475000001 60.571186450000006 99.050000000000011 97.020000000000024 7.5000000000000009 3.5000000000000004 94.02500000000002 59.982409200000006 90.045000000000016 30.242318500000007 86.920000000000016 30.330566300000005 30.277905650000005 57.14107305000001 5.5000000000000009 59.933037250000005 59.91832440000001 59.939085000000013 30.438492500000006 30.410676000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 12 -7 -12 13 16 -15 -14 18 -18 20 -20 25 22 -22 -21 -23 26 -6 -27 29 -29
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 -13 15 14 -16 -17 17 -19 19 23 21 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-17.468418057414862 92.115590880316461 -175.37818838836674 -9436.7914552769616 24499.719673000349 118.45140868109409 37729.281103515626 -78371.785369318182 -44187.600611049107 -25441.660909095179 33210.752807009601 36691.816875000004 213482.85306919643 -32088.92332736784 136035.79354910713 17111.218084490742 41271.631548108555 -57859.591125085863 60598.082312500002 -72746.55957446809 -3972.1381910241166 -51903.30367040095 -65017.511621093756 -363662.05812499998 90464.604341442959 21176.393087141481 28266.328885224721 -89363.743169642868 3942.0148218635618 22066.352513196587 -18437.3124584289
leaf_weight=2958794 730699 365065 1554 361 5682 32 22 35 312 221 25 28 227 35 27 38 91 25 47 92 53 72 20 149 146 987 70 6527 1278 1090
leaf_count=2958794 730699 365065 1554 361 5682 32 22 35 312 221 25 28 227 35 27 38 91 25 47 92 53 72 20 149 146 987 70 6527 1278 1090
internal_value=0 46.3542 154.291 2514.87 3564.66 3128.58 34024 54629.9 2873.35 3396.81 95319.4 130091 3001.22 3398.46 84246.1 -21569.3 3091.49 -32329.9 3344.92 33662.2 2796.64 -39909.4 -137317 54414.1 -7291.32 3591.54 -970.518 6246.97 3803.67 739.512
internal_weight=0 1.11501e+06 749945 19246 17692 17331 142 120 17189 16877 85 53 16656 16391 62 265 16329 116 16213 288 15925 291 73 241 218 15634 5752 9882 8895 7617
internal_count=4073804 1115010 749945 19246 17692 17331 142 120 17189 16877 85 53 16656 16391 62 265 16329 116 16213 288 15925 291 73 241 218 15634 5752 9882 8895 7617
is_linear=0
shrinkage=0.1


Tree=4853
num_leaves=31
num_cat=0
split_feature=6 5 1 1 4 6 4 4 1 1 6 6 6 6 0 1 6 0 3 6 6 6 3 2 4 0 3 0 0 3
split_gain=2.86332e+11 2.46695e+12 8.8814e+12 7.06386e+12 1.20373e+13 8.02202e+12 6.77745e+12 1.45441e+13 9.98225e+12 1.58106e+13 7.81963e+12 6.90849e+12 7.41019e+12 1.3295e+13 6.97615e+12 1.48431e+13 9.64999e+12 6.75198e+12 6.15747e+12 9.87655e+12 1.17542e+13 9.24319e+12 7.91792e+12 5.80354e+12 1.56192e+13 1.84562e+13 2.21373e+13 1.83072e+13 1.73926e+13 2.9183e+13
threshold=39.305000000000007 1.5000000000000002 30.362494150000003 30.370944000000005 6.5000000000000009 37.995000000000012 13.500000000000002 5.5000000000000009 30.315889700000003 30.323041000000003 36.605000000000011 39.025000000000013 38.805000000000007 38.605000000000011 59.905532300000012 30.330566300000005 36.005000000000003 59.856552950000008 4.5000000000000009 37.705000000000005 35.995000000000012 38.995000000000012 3.5000000000000004 75.000000000000014 12.500000000000002 55.768246800000007 11.500000000000002 55.81943720000001 55.728148450000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 10 -10 12 13 14 15 16 -8 -18 19 20 22 -20 -9 24 25 28 -27 -26 -5 -30
right_child=-2 2 3 23 5 -7 11 8 9 -11 -12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=80.859091665041078 -15.549418330982869 -1069.299336284972 14608.328937306125 5627.5320806419695 -23575.209243355548 -81663.258316532258 -27304.166821695966 7988.8294348958334 51677.771906072448 23756.979581705731 135991.18288352274 -42787.460952907139 36254.705553164727 -54655.438499273259 6796.4951909348065 44230.059439019096 39111.668097478694 -17291.929682736281 -2266.3302118894435 -12956.901979758522 88703.683555201482 59473.240011935763 78803.255351562504 -1193.51596540988 -374.24744149720436 16666.638034407541 -56985.363850443711 -26737.240051287914 -69360.657621837803 -5508.3236824477017
leaf_weight=989524 3031103 541 68 1483 102 31 240 75 22 120 22 36 59 43 870 45 44 41 238 44 38 27 20 45312 1275 1439 42 332 84 484
leaf_count=989524 3031103 541 68 1483 102 31 240 75 22 120 22 36 59 43 870 45 44 41 238 44 38 27 20 45312 1275 1439 42 332 84 484
internal_value=0 45.2017 -618.315 -906.858 -19616.2 -37114.5 5169.93 10848.6 21488.1 42558.3 93834.5 443.21 1602.9 9.40287 1905.04 -9596.49 -17049.4 11905.2 13670.3 28112.2 41699 4024.12 22897.1 -832.319 2352.46 6071.12 14577.9 -5820.74 -71.5231 -14951.3
internal_weight=0 1.0427e+06 53177 50652 201 133 2525 1147 606 164 44 1378 1342 1283 1240 370 325 85 442 177 133 265 95 50451 5139 3532 1481 1607 2051 568
internal_count=4073804 1042701 53177 50652 201 133 2525 1147 606 164 44 1378 1342 1283 1240 370 325 85 442 177 133 265 95 50451 5139 3532 1481 1607 2051 568
is_linear=0
shrinkage=0.1


Tree=4854
num_leaves=31
num_cat=0
split_feature=4 2 2 6 5 1 1 0 6 0 0 0 0 1 0 6 6 1 1 0 1 6 6 4 6 1 4 6 3 6
split_gain=2.88614e+11 1.50169e+12 7.10907e+12 6.16435e+12 9.74462e+12 4.9969e+12 8.66158e+12 6.84153e+12 3.88465e+12 5.35019e+12 7.67036e+12 7.42224e+12 6.2037e+12 1.05874e+13 9.84846e+12 1.20802e+13 8.41123e+12 9.10792e+12 1.39021e+13 2.00587e+13 1.35792e+13 1.178e+13 7.89435e+12 7.31298e+12 1.01593e+13 6.73565e+12 7.85695e+12 7.68694e+12 1.02334e+13 6.9793e+12
threshold=2.5000000000000004 8299.5000000000018 8767.0000000000018 189.00000000000003 3.5000000000000004 44.064675150000006 44.628646350000004 46.323575350000006 43.010000000000012 55.123213100000008 55.145978450000008 55.161746650000005 54.998919050000005 83.117716000000016 54.973017600000006 54.010000000000012 78.605000000000004 82.901648750000021 82.895858600000011 55.071632200000003 82.941727000000014 51.015000000000008 44.820000000000007 1.5000000000000002 57.995000000000012 83.011163250000024 1.5000000000000002 70.50500000000001 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 -1 5 8 -5 -3 7 -7 -4 12 -11 -12 14 16 22 -16 17 18 23 -20 21 -19 -10 24 -14 26 -17 28 -27 -28
right_child=-2 2 3 4 -6 6 -8 -9 9 10 11 -13 13 -15 15 25 -18 20 19 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=303.91455556661504 -4.4787167473340421 -42415.039132254467 -2053.8478654157698 2425.8399319556452 -83482.350237771752 29501.879442671659 -27790.538946174172 -14096.181596479024 16399.649947834703 27463.655019403595 -40867.999755859375 5060.5781901469891 83304.338391644022 -52743.086934840423 -5559.4597568006402 66172.391250000001 29038.677046654935 -10205.349167846682 122058.11842447918 -11768.404541015625 -5090.0266679846727 -58744.009265625005 -1000.8981983383867 -7231.0798585005896 -10685.821688179349 -9267.8532952724363 15128.567783292718 74369.719526276764 70820.133680555547 -47829.999609375001
leaf_weight=96810 3961637 56 6922 31 23 71 136 73 278 153 36 1556 23 47 166 25 71 100 24 21 736 100 4197 239 23 39 109 54 27 21
leaf_count=96810 3961637 56 6922 31 23 71 136 73 278 153 36 1556 23 47 166 25 71 100 24 21 736 100 4197 239 23 39 109 54 27 21
internal_value=0 158.184 -760.495 -438.704 -34164.7 -15146.3 -9692.5 7400.08 -317.023 1177.36 6077.34 4021.99 -179.857 -6094.02 1485.15 15743.1 -4454.15 -6332.5 7952.29 59605.7 -11368.8 -34474.7 80.0744 -203.516 36309.3 28602 14831.6 46388.9 23495.4 4958.34
internal_weight=0 112167 15357 15021 54 336 280 144 14967 8045 1745 1592 6300 1384 4916 441 1337 1266 330 45 936 200 4475 285 46 275 155 120 66 130
internal_count=4073804 112167 15357 15021 54 336 280 144 14967 8045 1745 1592 6300 1384 4916 441 1337 1266 330 45 936 200 4475 285 46 275 155 120 66 130
is_linear=0
shrinkage=0.1


Tree=4855
num_leaves=31
num_cat=0
split_feature=4 4 0 1 1 6 6 5 1 7 0 3 1 6 1 3 0 0 6 1 6 0 0 3 6 6 0 3 6 0
split_gain=2.68584e+11 4.34613e+12 1.23707e+13 4.11978e+13 4.78639e+13 3.87539e+13 3.01897e+13 3.7629e+13 3.02839e+13 8.91732e+13 5.08192e+13 3.43319e+13 3.05556e+13 2.07421e+13 3.59686e+13 2.90168e+13 1.84489e+13 1.80815e+13 3.37959e+13 1.69124e+13 1.68625e+13 1.70152e+13 1.63108e+13 1.58102e+13 1.56384e+13 1.56334e+13 1.55217e+13 1.50875e+13 1.48705e+13 2.17024e+13
threshold=14.500000000000002 13.500000000000002 45.00849250000001 39.873894000000007 39.763755750000009 44.605000000000011 57.995000000000012 2.5000000000000004 37.318079750000003 6.0000000000000009 43.6005307 6.5000000000000009 39.712886600000012 73.41500000000002 39.723160900000003 9.5000000000000018 44.601833250000006 45.022979600000006 116.05000000000001 39.023883200000007 34.010000000000012 44.249882500000005 44.895258050000002 4.5000000000000009 142.05000000000004 116.05000000000001 45.036141150000006 9.5000000000000018 54.010000000000012 44.249882500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 8 9 22 11 23 16 14 15 -13 -12 18 19 -4 21 -3 -8 -10 -5 -19 27 -27 -22 -30
right_child=-2 2 17 24 5 -7 7 -9 10 -11 12 13 -14 -15 -16 -17 -18 25 -20 -21 28 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=7.6419936984031329 39.403954275239805 -78661.151474853512 -40082.306350651845 -7148.6577839727952 30073.803655849359 182718.15627693967 129243.76888020833 -4403.6816543128843 61217.864531950516 20146.288807935394 80806.091807432444 256401.01790865386 -104937.45917119566 20507.330898437503 33700.611458333333 107000.06219951923 5823.680828141838 -905.29816352806381 -132927.68575 -691.64676621271849 7191.9711361377704 -3931.7909630408658 244658.04518749999 -61629.814042968748 -73910.06139322916 103246.32964154413 7230.3542112825271 8328.2316524621219 -127533.4190625 -6732.0382421033137
leaf_weight=2752001 1214233 50 163 1383 39 29 24 305 22 89 37 26 23 20 24 26 290 101597 25 329 1359 78 25 20 36 34 1406 33 20 58
leaf_count=2752001 1214233 50 163 1383 39 29 24 305 22 89 37 26 23 20 24 26 290 101597 25 329 1359 78 25 20 36 34 1406 33 20 58
internal_value=0 -16.7317 -640.293 4828.59 12394.6 95172.1 10139.4 24398.4 38431.4 79792.2 26735.1 78127.4 6471.8 111119 134964 181701 14307.9 -850.576 -19505.1 -13741.8 1656.88 -33122.9 188129 2718.97 -8842.39 -757.005 9471.2 56495.6 4754.88 -37706.8
internal_weight=0 2.85957e+06 107570 3983 2564 68 2496 931 626 138 488 138 350 96 76 52 327 103587 517 492 1565 128 49 42 1419 103070 1473 67 1437 78
internal_count=4073804 2859571 107570 3983 2564 68 2496 931 626 138 488 138 350 96 76 52 327 103587 517 492 1565 128 49 42 1419 103070 1473 67 1437 78
is_linear=0
shrinkage=0.1


Tree=4856
num_leaves=31
num_cat=0
split_feature=6 0 0 0 2 5 1 1 1 1 4 6 0 1 0 0 6 4 1 1 0 6 4 0 0 6 6 0 6 0
split_gain=2.69173e+11 1.488e+12 4.39713e+12 3.88217e+12 3.87387e+12 3.36419e+12 3.45022e+12 2.95764e+12 2.92726e+12 3.81445e+12 4.64385e+12 6.25491e+12 4.12468e+12 3.48554e+12 4.86127e+12 5.4649e+12 3.34876e+12 4.31074e+12 4.61978e+12 3.81509e+12 1.06599e+13 1.40637e+13 3.80905e+12 9.27826e+12 3.92423e+12 4.56281e+12 3.24274e+12 3.05244e+12 3.00278e+12 2.89968e+12
threshold=27.215000000000003 54.707511300000007 54.762682300000009 53.379556850000007 7884.5000000000009 2.5000000000000004 56.02161850000001 56.805602900000004 82.825258850000026 82.860505900000007 9.5000000000000018 26.495000000000001 55.102137100000007 65.64204770000002 57.15297970000001 56.115175650000005 26.495000000000001 17.500000000000004 82.948524700000021 82.918694400000007 55.055052800000006 19.050000000000004 23.500000000000004 54.86311005000001 55.039488700000007 24.030000000000005 22.940000000000005 55.061158000000006 19.050000000000004 54.916864950000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -5 13 -10 11 26 -13 -4 15 -15 19 18 -18 20 28 -22 23 -21 25 -25 29 -26 -12 -11
right_child=-2 2 8 5 -6 6 -8 -9 9 10 16 12 -14 14 -16 -17 17 -19 -20 22 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=402.0445055727975 -3.7573300187427834 -16216.498206991202 141.77955044245718 2440.8650782201485 1148.6894118697555 7828.8054101562511 -28933.927034229346 9726.7575515007957 -9878.6736664347573 -14413.862144062308 22212.701199383806 -2306.0526235451794 12910.379982726889 4330.9749364217123 -5796.3268658142988 20372.3746362579 8495.823753624356 3689.2548122752801 -16001.545592116288 69378.612805706522 -56634.5 -5493.940129587274 -4063.6063699797351 -2274.3362715331145 32763.292211914064 8559.5689885540742 -8612.860706826008 9777.8334399239375 975.54933345783979 -2068.0684874080962
leaf_weight=28717 3988583 317 40977 1392 216 45 59 929 519 202 71 341 373 1038 341 267 97 352 373 23 75 190 432 829 64 732 1318 594 1069 3269
leaf_count=28717 3988583 317 40977 1392 216 45 59 929 519 202 71 341 373 1038 341 267 97 352 373 23 75 190 432 829 64 732 1318 594 1069 3269
internal_value=0 175.854 -141.24 726.496 -9179.2 4568.67 -13027 5357.11 -51.2756 -1511.83 -1094.45 -3088.25 5643.15 323.021 4835.01 7613.01 1144.25 -4678.67 -10945.7 2317.68 -1901.4 -19967.7 4534.52 6191.25 5536.31 2806.01 -4390.03 12013.5 2298.21 -2786.55
internal_weight=0 85221 54079 31142 533 2425 104 2321 53546 10923 10404 5503 714 42623 1646 1305 4901 822 470 4079 1405 265 2674 2242 2219 1561 4789 658 1140 3471
internal_count=4073804 85221 54079 31142 533 2425 104 2321 53546 10923 10404 5503 714 42623 1646 1305 4901 822 470 4079 1405 265 2674 2242 2219 1561 4789 658 1140 3471
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=31
num_cat=0
split_feature=6 1 0 3 3 5 4 1 1 1 5 0 4 5 4 0 0 0 0 0 1 1 0 5 1 5 3 3 0 0
split_gain=2.69457e+11 3.80221e+12 3.43748e+12 3.44711e+12 6.24498e+12 5.88949e+12 3.15084e+12 4.20127e+12 2.92854e+12 4.65212e+12 1.48677e+13 8.58035e+12 4.08614e+12 4.97188e+12 7.73446e+12 7.45376e+12 1.55044e+13 6.79263e+12 6.35612e+12 7.19269e+12 8.65119e+12 5.29361e+12 4.93626e+12 4.87884e+12 4.59932e+12 4.26058e+12 1.20418e+13 7.21533e+12 9.84972e+12 5.8253e+12
threshold=15.450000000000001 63.728898350000001 52.960348700000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 38.927872750000006 49.230435000000007 49.030112300000006 1.5000000000000002 55.82518790000001 13.500000000000002 2.5000000000000004 6.5000000000000009 59.838047850000002 59.933037250000005 58.603553700000006 47.222459950000008 44.046956350000009 40.024897700000004 30.362494150000003 59.764576050000009 1.5000000000000002 39.777866350000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 55.520061350000013 55.418618900000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 12 -11 -12 13 14 15 17 -17 18 19 20 23 -16 -23 24 -8 27 -27 29 -29 -14
right_child=-2 2 -4 -5 5 -7 8 -9 -10 10 11 -13 25 -15 21 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-48120.78641826901 -1.2560705565029398 -756.52884987571031 -3342.6149957906887 -2653.406904740767 17023.713525390627 85317.478498641314 -12463.892358398438 -4906.8446876754306 6170.3163043843315 -18292.158144857032 66856.855908203128 -14835.301328125001 15369.997758556548 -3488.1359039485942 59125.418906250008 -88748.865899884258 13430.633688446971 53983.689423076925 -2395.6470408682098 14208.598081160291 18887.399204432408 13770.415763403185 -34320.087002840912 12043.6748477043 -48658.334566627367 37950.556756036931 -17355.305387372511 -3590.9801235033119 35274.563324276765 -49396.931826410058
leaf_weight=26 4064110 55 2815 110 28 23 104 167 1465 311 36 20 21 851 25 27 33 26 1180 682 107 716 22 47 53 44 374 184 101 41
leaf_count=26 4064110 55 2815 110 28 23 104 167 1465 311 36 20 21 851 25 27 33 26 1180 682 107 716 22 47 53 44 374 184 101 41
internal_value=0 526.594 -2409.76 9747.6 22616.6 47822.9 1862.34 -10728.4 2237.92 1086.88 -9751.28 37681.1 1944.5 3263.66 5164.97 2224.81 -32550.1 3173.64 2565.7 8461.36 -4141.9 13869.9 12336.8 -16221 -24682.4 -4734.08 -11533.6 3456.73 10182.4 -27459.7
internal_weight=0 9694 3031 216 106 51 6663 193 6470 5005 367 56 4638 3873 3022 2259 60 2199 2173 993 311 763 738 204 157 765 418 347 285 62
internal_count=4073804 9694 3031 216 106 51 6663 193 6470 5005 367 56 4638 3873 3022 2259 60 2199 2173 993 311 763 738 204 157 765 418 347 285 62
is_linear=0
shrinkage=0.1


Tree=4858
num_leaves=31
num_cat=0
split_feature=0 1 3 6 3 6 6 4 4 1 7 6 6 6 6 6 3 3 6 5 6 1 4 3 1 4 6 6 6 4
split_gain=2.71487e+11 6.45904e+12 2.07638e+13 1.1481e+13 1.82651e+13 1.32998e+13 1.08728e+13 5.49029e+12 3.92054e+12 8.75725e+12 2.79982e+13 7.77186e+12 5.39396e+12 8.37563e+12 1.66684e+13 7.4382e+12 4.12611e+12 4.05409e+12 8.58983e+12 3.93539e+12 7.15085e+12 9.46659e+12 3.43639e+13 1.75247e+13 1.21292e+13 1.29095e+13 2.82674e+13 2.56538e+13 1.17895e+13 1.06628e+13
threshold=43.550475500000012 39.803839700000005 7.5000000000000009 67.445000000000007 2.5000000000000004 44.820000000000007 59.815000000000005 10.500000000000002 19.500000000000004 39.908802000000009 6.0000000000000009 59.815000000000005 93.050000000000011 84.810000000000016 74.615000000000009 118.04500000000002 9.5000000000000018 7.5000000000000009 52.990000000000002 1.5000000000000002 46.420000000000009 39.908802000000009 3.5000000000000004 3.5000000000000004 39.873894000000007 9.5000000000000018 43.905000000000008 37.705000000000005 41.990000000000002 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 -4 -5 19 10 11 16 13 14 17 -14 -10 18 -11 -3 21 22 28 29 -25 27 -27 -26 -21 -24
right_child=-2 8 6 7 5 -7 -8 -9 9 12 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-45727.955998883721 -3.2364242556039819 -1030.5218566418887 20536.785578125 -8375.4125390625013 12253.025889008621 118253.09484375 109173.61241179435 -80768.323650568185 -65887.555078125006 -48682.026411290324 50755.921018145164 -90829.713511439739 -50105.186266805962 59351.65805121528 -84324.131901041663 19386.297717285157 -8871.1482031249998 20896.366032590708 22250.306887335526 145384.47034222147 266.01777959319594 2981.8201580488421 -30112.933587693798 -34255.211981670676 -28645.103125000001 56787.691974431829 -93876.029062500005 90333.131376689184 53728.860980902777 29557.902223557696
leaf_weight=28 4010765 17981 25 20 29 20 31 22 22 31 31 42 43 27 21 24 30 118 38 23 39353 4699 129 26 24 33 20 74 36 39
leaf_count=28 4010765 17981 25 20 29 20 31 22 22 31 31 42 43 27 21 24 30 118 38 23 39353 4699 129 26 24 33 20 74 36 39
internal_value=0 205.913 19390.9 -4238.61 18701.5 55518.4 69603.6 -46295.5 152.506 -9396.95 -31656.6 -58835.2 -183.523 6952.46 150.641 -25212.7 -32993.5 9637.11 -9617.84 217.814 722.725 4244.73 18933.9 6873.03 28830.5 39693 -66.5424 61195.6 89459 -16260.8
internal_weight=0 63039 175 119 77 49 56 42 62864 427 125 94 302 235 208 67 52 187 69 62437 44456 5103 404 345 177 151 53 98 59 168
internal_count=4073804 63039 175 119 77 49 56 42 62864 427 125 94 302 235 208 67 52 187 69 62437 44456 5103 404 345 177 151 53 98 59 168
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=31
num_cat=0
split_feature=0 6 1 6 6 6 5 3 4 3 3 1 0 6 6 6 1 6 6 6 5 6 4 3 3 1 4 4 1 1
split_gain=2.78884e+11 3.99713e+12 8.07943e+12 1.95196e+13 3.32468e+13 4.48314e+13 4.17263e+13 3.25721e+13 3.14689e+13 2.77898e+13 2.91296e+13 2.93284e+13 2.78432e+13 2.76615e+13 2.75463e+13 2.8525e+13 5.33489e+13 2.6465e+13 2.49842e+13 2.35918e+13 7.62181e+13 7.4924e+13 3.84217e+13 2.61497e+13 2.59055e+13 2.4524e+13 2.40043e+13 2.45435e+13 4.04335e+13 3.87562e+13
threshold=43.687280500000007 34.905000000000008 39.939672500000007 47.005000000000003 53.310000000000009 63.415000000000006 1.5000000000000002 3.5000000000000004 22.500000000000004 2.5000000000000004 7.5000000000000009 39.723160900000003 43.6005307 63.855000000000011 51.015000000000008 51.805000000000007 39.749243900000003 48.945000000000007 59.815000000000005 44.820000000000007 2.5000000000000004 44.205000000000005 13.500000000000002 10.500000000000002 7.5000000000000009 39.703507450000011 5.5000000000000009 13.500000000000002 39.735861600000007 39.718675700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 8 -3 9 18 11 12 -11 -7 17 16 -16 -5 -6 20 21 -9 -23 24 26 -26 -21 -28 29 -29
right_child=-2 2 -4 4 5 13 -8 19 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 23 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=1442.9399234474906 4.0613384597466036 -10888.800723803388 340.51284870307313 14675.263356059273 29301.412609863284 94428.797290039074 -12336.257021576468 1013.7868092272834 144806.65294921875 -128509.39687500001 48270.591486150573 15359.177025868943 -12837.322800611415 1310.6313945243655 119087.48886993837 14603.617065836013 -26491.071834935901 -3913.6354666513034 154261.85660807294 15791.400702821406 168147.58515625002 176655.7532516892 12067.359544836958 -44121.583652051595 83818.188062462446 6443.5546864880189 -35040.084306868666 -45231.298484002975 -65566.106163194447 119885.51129261365
leaf_weight=13262 3977958 5148 51529 1148 48 32 4752 4160 20 38 88 98 46 10337 71 1412 39 2301 24 193 28 37 23 211 52 193 455 21 36 44
leaf_count=13262 3977958 5148 51529 1148 48 32 4752 4160 20 38 88 98 46 10337 71 1412 39 2301 24 193 28 37 23 211 52 193 455 21 36 44
internal_value=0 -168.56 -427.348 -1701.45 103.459 -2180.98 -9843.15 -5183.9 22884 15754.1 1033.84 -21805.9 -65165.2 1598.01 7218.73 18424.7 67473.3 2273.68 70954.9 201.911 3705.11 2614.02 113564 -12147.9 -5360.79 22865.9 -14593.8 -25141.2 19452.7 66540.1
internal_weight=0 95846 82584 31055 20454 15483 5114 10601 362 342 270 182 84 10369 4971 1522 110 3449 72 5453 4248 4220 60 1205 994 245 749 556 101 65
internal_count=4073804 95846 82584 31055 20454 15483 5114 10601 362 342 270 182 84 10369 4971 1522 110 3449 72 5453 4248 4220 60 1205 994 245 749 556 101 65
is_linear=0
shrinkage=0.1


Tree=4860
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 0 4 0 0 0 3 3 0 3 0 3 0 6 3 4 4 0 0 0 2 4 1 4 3 6
split_gain=2.85894e+11 3.39843e+12 6.25005e+12 1.5442e+13 1.46064e+13 4.7459e+13 9.54249e+13 9.31542e+12 9.05451e+12 1.33665e+13 1.03768e+13 7.54076e+12 8.74658e+12 6.10604e+12 5.86695e+12 5.85257e+12 5.10907e+12 6.05753e+12 7.52652e+12 4.87324e+12 1.8576e+13 1.7018e+13 6.70627e+12 4.98503e+12 4.7275e+12 1.5345e+13 7.16698e+12 1.63899e+13 1.78145e+13 1.41912e+13
threshold=31.005000000000006 37.618684050000006 37.586700500000006 19.050000000000004 55.728148450000006 55.775215600000003 7.5000000000000009 55.685785750000008 55.676890650000011 55.660117850000006 7.5000000000000009 2.5000000000000004 55.685785750000008 4.5000000000000009 55.812023600000011 5.5000000000000009 55.579943700000008 28.980000000000004 3.5000000000000004 6.5000000000000009 10.500000000000002 55.82518790000001 55.801384500000005 55.82518790000001 36.000000000000007 3.5000000000000004 37.631035900000008 8.5000000000000018 2.5000000000000004 24.030000000000005
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 -1 7 8 6 -6 -4 9 16 11 -10 -13 -14 -9 -8 -5 -18 -19 23 21 -21 -22 -7 25 -3 27 28 -27 -29
right_child=-2 24 3 4 5 19 15 14 10 -11 -12 12 13 -15 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=504.55691240336193 7.1803738300371016 -71279.88517992424 2168.4450349227241 -4394.1293298623732 201540.42404785159 -48598.437597656251 -15344.727463457661 -84481.729181985298 550.72011431525732 73049.938114872682 34556.485156250004 -390.76671875000005 -108723.80862742459 -39728.661480978262 -17255.549469866073 35747.967937102141 -11529.410579427084 65060.753403320319 8051.2227361505684 97246.34503997094 -44147.637360491077 -6507.5995703125009 6216.8312241952635 3577.4237896858381 -174.27798589657604 4116.047823660715 -1609.3379341021025 -36526.121596585785 -86223.991480334065 7086.835550111713
leaf_weight=37212 3794999 33 46 430 40 30 31 34 34 27 24 20 29 23 21 81 48 40 55 43 28 25 474 47 235087 35 4382 104 58 264
leaf_count=37212 3794999 33 46 430 40 30 31 34 34 27 24 20 29 23 21 81 48 40 55 43 28 25 474 47 235087 35 4382 104 58 264
internal_value=0 -97.7368 770.044 6830.97 9332.55 18674.9 68957.3 -31039.6 -892.844 4291.18 -24819.1 -38262.6 -56591.2 -78206.7 -58813.6 21606.2 1051.24 17425.4 32055.2 6862.03 10051.8 59101.5 3407.66 -16750.8 -238.202 -3320.16 -2857.08 -14717.4 -52225.1 -5238.57
internal_weight=0 278805 38842 1630 1529 799 152 101 730 600 130 106 72 52 55 112 573 143 95 647 570 68 502 77 239963 4876 4843 461 93 368
internal_count=4073804 278805 38842 1630 1529 799 152 101 730 600 130 106 72 52 55 112 573 143 95 647 570 68 502 77 239963 4876 4843 461 93 368
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=31
num_cat=0
split_feature=6 3 1 6 6 2 4 2 7 3 1 3 4 4 5 1 5 5 0 1 5 6 1 1 5 1 1 1 0 5
split_gain=2.68539e+11 2.83944e+12 7.67923e+12 1.01263e+13 1.74886e+13 1.662e+13 1.63885e+13 4.48964e+13 2.89883e+13 1.59912e+13 3.19303e+13 1.88361e+13 1.80132e+13 1.67377e+13 3.18193e+13 2.19725e+13 2.37615e+13 2.73645e+13 1.98427e+13 1.43122e+13 1.72092e+13 2.23865e+13 1.37169e+13 1.2995e+13 1.26522e+13 1.14991e+13 1.50739e+13 1.76077e+13 1.69009e+13 3.23549e+13
threshold=92.02500000000002 4.5000000000000009 39.596303450000001 96.050000000000011 101.02000000000002 3062.5000000000005 17.500000000000004 2892.5000000000005 6.0000000000000009 2.5000000000000004 39.703507450000011 1.5000000000000002 3.5000000000000004 16.500000000000004 2.5000000000000004 43.997056950000008 2.5000000000000004 4.5000000000000009 46.323575350000006 39.843340650000009 2.5000000000000004 93.050000000000011 39.749243900000003 39.718675700000013 1.5000000000000002 92.948588300000011 65.593879100000024 60.620042600000012 55.039488700000007 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 5 9 6 19 -8 -9 10 11 -5 -11 15 -15 16 24 -18 -16 20 -4 -22 -23 -12 -14 26 27 -7 29 -28
right_child=1 -3 3 4 -6 25 7 8 -10 12 23 -13 13 14 18 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=5.5310452207046419 -1768.4462179401039 220.47927401821531 49281.361140046298 3375.6198317307699 794.95918447652309 3136.1854484182891 -6689.198611697635 164307.99168074326 19355.737695312502 25816.129603425084 -43991.277176389834 93249.71731209592 -7341.2104959239141 99089.753043619799 87589.511562500003 -7722.9691357336633 -15665.209891341336 -114845.33708243536 -4249.5088482467154 11257.13809134312 17586.344605654765 -113998.94904847757 -23185.455252390893 -191.04472349094166 -92122.697585937509 -20736.675105051385 -842.66340990719482 -13018.233341172676 22720.966745591206 121708.53636363636
leaf_weight=3893126 31838 104191 27 39 29047 1891 74 37 22 151 69 58 23 36 25 3383 683 29 399 1824 42 39 29 3699 75 241 1037 1049 599 22
leaf_count=3893126 31838 104191 27 39 29047 1891 74 37 22 151 69 58 23 36 25 3383 683 29 399 1824 42 39 29 3699 75 241 1037 1049 599 22
internal_value=0 -119.179 -581.864 264.256 -381.425 3776.81 11219.7 45189.6 110258 -4323.1 465.216 57114.8 -8175.49 -9278.59 8829.16 -11265.1 -26059.1 -19704.8 1165.53 8915.81 -22256.3 -39815.6 -75269.7 -993.119 -72225 555.996 1672.03 -2627.76 9296.5 1703.25
internal_weight=0 180678 76487 44649 37716 6933 2094 133 59 8669 3865 97 4804 4653 460 4193 810 712 424 1961 137 110 68 3768 98 4839 4598 2940 1658 1059
internal_count=4073804 180678 76487 44649 37716 6933 2094 133 59 8669 3865 97 4804 4653 460 4193 810 712 424 1961 137 110 68 3768 98 4839 4598 2940 1658 1059
is_linear=0
shrinkage=0.1


Tree=4862
num_leaves=31
num_cat=0
split_feature=0 6 5 7 0 1 2 6 1 6 0 1 4 0 6 1 4 0 1 0 4 3 0 6 4 1 4 0 4 2
split_gain=2.6801e+11 2.4861e+12 8.8781e+12 3.15664e+13 1.59686e+13 1.49692e+13 1.43454e+13 1.13557e+13 1.03909e+13 2.60239e+13 1.63115e+13 6.59657e+13 2.27961e+13 2.70279e+13 3.52718e+13 3.49555e+13 1.80376e+13 2.19228e+13 1.77973e+13 1.46319e+13 1.23433e+13 1.11319e+13 1.93004e+13 1.37736e+13 1.06358e+13 9.70982e+12 9.66349e+12 9.56354e+12 2.1617e+13 3.43481e+13
threshold=56.067362750000008 46.010000000000012 1.5000000000000002 6.0000000000000009 56.148747500000006 30.410676000000006 915.50000000000011 43.905000000000008 30.315889700000003 45.995000000000012 59.933037250000005 30.323041000000003 16.500000000000004 60.01610465000001 42.205000000000005 30.362494150000003 14.500000000000002 59.950512650000007 30.362494150000003 59.982409200000006 18.500000000000004 6.5000000000000009 59.848366150000011 39.810000000000009 19.500000000000004 37.858952300000006 5.5000000000000009 57.892117950000006 5.5000000000000009 2691.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -5 10 11 -10 13 14 16 -15 17 -12 20 -18 -14 -13 23 -23 -25 26 -4 28 -6 -30
right_child=1 -3 3 5 27 6 -8 -9 9 -11 12 21 18 15 -16 -17 19 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-15.745545986989701 111.33683986920769 179.73405929073698 -32753.840312114517 5351.9697062366804 -843.82597596333949 17266.988491210937 1369.6937384215028 98745.482089468162 187569.77146809897 118604.93473437501 98412.087091619323 11299.673254035501 -77957.333318661971 186455.68875 -52498.378080553892 18913.660058778707 20270.849066406252 -11195.351660156251 10239.666188616073 124665.46745689656 -531.32859644396547 -25072.441584123884 71066.161904198234 56685.720731026784 -24456.593340773812 -6028.4224076717364 31593.37247596154 179.33163459580177 3084.2171998111053 -7976.6644995879024
leaf_weight=2958794 392218 601563 228 1481 54296 50 5052 26 24 25 22 544 71 20 78 33 25 107 70 29 29 56 99 70 21 4169 26 39796 3768 11014
leaf_count=2958794 392218 601563 228 1481 54296 50 5052 26 24 25 22 544 71 20 78 33 25 107 70 29 29 56 99 70 21 4169 26 39796 3768 11014
internal_value=0 41.7824 -119.844 -867.794 -1294.76 5230.77 2018.41 45141.2 11105.6 17546.3 15599.9 24244 1062.03 17030.7 3809.81 82137.1 27810 7497.39 -28433 76334.6 -55503.8 19282.2 36934.6 13948 37960.6 -7184.93 -26167.1 -1055.47 -1766.84 -5157.19
internal_weight=0 1.11501e+06 513447 121229 113297 7932 5128 76 2804 1323 1298 814 484 314 261 53 183 129 170 54 100 790 246 147 91 4423 254 108874 69078 14782
internal_count=4073804 1115010 513447 121229 113297 7932 5128 76 2804 1323 1298 814 484 314 261 53 183 129 170 54 100 790 246 147 91 4423 254 108874 69078 14782
is_linear=0
shrinkage=0.1


Tree=4863
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 7 0 6 6 5 0 4 4 0 4 7 6 3 3 6 4 6 4 3 0 4 6 4 4 4
split_gain=3.5013e+11 7.63378e+12 2.37403e+13 6.65739e+13 2.13129e+13 3.04749e+13 3.10485e+13 3.75539e+13 2.12205e+13 3.94672e+13 2.06112e+13 2.1539e+13 4.67811e+13 4.54575e+13 4.49823e+13 3.61742e+13 4.84364e+13 3.11711e+13 5.66575e+13 4.5893e+13 2.89151e+13 2.30012e+13 2.17119e+13 3.23399e+13 2.87384e+13 2.02151e+13 2.31417e+13 1.97145e+13 6.38716e+13 2.47447e+13
threshold=37.503969450000007 37.488790500000007 55.60524465000001 55.568628050000008 55.405000000000008 6.0000000000000009 55.554045200000012 46.420000000000009 118.04500000000002 3.5000000000000004 55.685785750000008 16.500000000000004 23.500000000000004 55.728148450000006 25.500000000000004 6.0000000000000009 44.820000000000007 1.5000000000000002 5.5000000000000009 53.005000000000003 15.500000000000002 47.805000000000007 15.500000000000002 8.5000000000000018 55.850146250000009 6.5000000000000009 45.305000000000007 12.500000000000002 11.500000000000002 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 -1 3 4 5 -3 -7 -8 9 10 25 13 -13 17 15 16 -14 -12 19 -19 21 -20 -15 24 -24 26 -4 28 -6 -29
right_child=-2 2 8 -5 27 6 7 -9 -10 -11 11 12 14 22 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-14.932052520059992 13.581176397431676 -3958.6755589876393 18327.927031250001 -34280.424500457761 -7012.2101001078045 33276.172738605492 12135.39260774206 -79609.931991525431 -66494.199607297211 59889.54588274275 51998.231937500008 11114.255164452064 78309.986204427085 -1927.5344740168214 1778.8598379059426 -47117.178027886926 -21261.18397731999 -82690.924601063831 -33785.063126474059 -257690.71697443185 -109579.40091594828 74656.566040826612 -157734.18230168271 -187.67122117312834 -42710.852115607988 10193.033689031021 155199.38311011906 -28829.39821479157 130026.91089527028 11999.359624210212
leaf_weight=704272 3354007 2289 30 800 421 509 183 59 47 112 25 2948 60 3203 1562 427 263 47 53 22 29 31 26 187 132 1033 21 786 37 183
leaf_count=704272 3354007 2289 30 800 421 509 183 59 47 112 25 2948 60 3203 1562 427 263 47 53 22 29 31 26 187 132 1033 21 786 37 183
internal_value=0 -63.2836 -2256.69 -7713.98 -2956.17 1776.3 19256.1 -10232.3 545.372 853.947 199.23 -1367.32 2762.6 -7152.51 -7886.48 -28016.2 -2764.99 -52704.2 -67086.4 -138488 -23487.2 6235.06 -4494.9 -28330.5 -61638.7 13227.3 74686.8 -13038 4058.64 -21118.7
internal_weight=0 719797 15525 5267 4467 3040 751 242 10258 10211 10099 9015 5260 3755 2312 750 323 207 182 69 113 84 3548 345 158 1084 51 1427 458 969
internal_count=4073804 719797 15525 5267 4467 3040 751 242 10258 10211 10099 9015 5260 3755 2312 750 323 207 182 69 113 84 3548 345 158 1084 51 1427 458 969
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=31
num_cat=0
split_feature=1 1 7 0 0 6 0 6 4 4 0 0 6 5 3 6 3 6 6 5 4 4 6 6 4 6 6 6 5 6
split_gain=3.32889e+11 3.88288e+12 6.36785e+12 7.51209e+12 1.757e+13 1.85024e+13 1.21729e+13 9.81913e+12 8.51405e+12 1.74126e+13 9.06802e+12 8.3806e+12 1.52034e+13 1.46023e+13 9.56929e+12 1.2002e+13 3.22217e+13 1.54756e+13 8.41071e+12 7.7701e+12 7.3394e+12 8.77544e+12 1.26377e+13 6.7851e+12 6.67048e+12 6.50677e+12 6.38809e+12 6.94237e+12 6.19792e+12 1.81136e+13
threshold=36.555998300000006 36.593086150000012 6.0000000000000009 55.123213100000008 55.080855950000007 86.920000000000016 55.111813300000001 53.705000000000005 5.5000000000000009 8.5000000000000018 50.596941950000009 50.556058150000005 54.990000000000002 2.5000000000000004 5.5000000000000009 99.050000000000011 3.5000000000000004 60.910000000000004 82.00500000000001 3.5000000000000004 7.5000000000000009 13.500000000000002 74.615000000000009 60.910000000000004 6.5000000000000009 38.995000000000012 80.720000000000013 79.015000000000015 1.5000000000000002 65.410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 11 26 12 -10 18 15 17 -17 25 -14 24 -4 22 -22 -12 -19 -13 27 -2 29 -11
right_child=1 -3 20 7 5 -7 -8 -9 9 28 23 14 13 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-79.635311739170945 13309.313549198756 3.2779900112795617 -15343.014193913967 -625.69382866976559 45967.068563179346 127267.51585937501 -27876.930806107954 -35063.780303485575 10064.23413118403 -2973.7537891818683 3474.9340020238142 43961.293706597229 -59914.817269736843 -1979.3782192887932 -23179.286975671144 -5668.090257352942 141510.92879464288 -12711.989992675783 -137609.06463068182 18094.439069234915 19982.390857238774 9222.4857863374818 93530.570140861746 -21875.001827726694 -55854.052703651687 1734.6843393276392 49778.32805851064 -43501.037926136371 2720.9816048222351 65548.300120192318
leaf_weight=464999 967 3592523 81 228 69 20 33 130 47 3569 1176 45 38 29 298 51 21 60 22 29 80 334 33 116 89 193 47 22 8416 39
leaf_count=464999 967 3592523 81 228 69 20 33 130 47 3569 1176 45 38 29 298 51 21 60 22 29 80 334 33 116 89 193 47 22 8416 39
internal_value=0 10.2611 1551.04 1189 1521.98 39320.8 22076.4 -13131.1 1220.06 218.877 6787.67 -13025.2 -35945.2 -60242.3 -9059.43 -437.054 37259.1 -6961.39 -88402.7 -29264 12353.5 17372.3 41461.1 1198.93 -38481.4 9718.71 13757.4 12045.6 1234.43 -2233.08
internal_weight=0 3.6088e+06 16282 15754 15396 122 102 358 15274 12946 2328 922 136 89 786 488 72 416 60 178 528 447 113 1292 149 238 1036 989 12024 3608
internal_count=4073804 3608805 16282 15754 15396 122 102 358 15274 12946 2328 922 136 89 786 488 72 416 60 178 528 447 113 1292 149 238 1036 989 12024 3608
is_linear=0
shrinkage=0.1


Tree=4865
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 3 4 6 4 3 3 6 3 0 5 4 0 1 6 1 5 1 6 5 1 1 0 0 5 0
split_gain=3.25394e+11 1.9963e+12 5.96095e+12 8.9042e+12 7.15459e+12 1.01992e+13 1.05686e+13 9.9577e+12 1.02564e+13 1.69433e+13 1.22806e+13 2.20517e+13 1.09919e+13 9.20477e+12 1.44005e+13 8.9107e+12 8.50776e+12 1.23175e+13 8.02474e+12 5.51788e+12 8.49662e+12 1.02053e+13 8.24752e+12 5.50897e+12 5.68014e+12 5.36388e+12 1.29527e+13 6.52346e+12 1.22872e+13 9.68406e+12
threshold=915.50000000000011 149.05000000000004 37.131181300000009 55.702806750000008 55.595177750000005 6.5000000000000009 9.5000000000000018 168.45000000000002 10.500000000000002 5.5000000000000009 11.500000000000002 156.15000000000003 7.5000000000000009 55.696737300000009 4.5000000000000009 4.5000000000000009 55.897267000000006 37.649344350000007 168.45000000000002 38.066230450000006 4.5000000000000009 37.503969450000007 247.90000000000001 4.5000000000000009 36.865631950000008 38.011626600000007 55.749683450000006 55.702806750000008 4.5000000000000009 55.768246800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 8 9 13 11 12 -10 -6 15 -15 17 -12 -7 20 21 -4 -21 24 -5 27 -27 28 -9 -29
right_child=-2 2 4 23 7 18 -8 25 10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=56.363743889012568 -12.643293807826765 37316.511825284091 -10486.416868637549 9096.5203125000007 85033.84429560123 -85493.705025227871 64398.726627604163 -2874.6742329545455 -7129.5473366477281 121220.38174609374 124526.58126953126 49262.73972249349 -102352.25693540221 -69976.291718750013 72401.254528356483 15111.590185546876 -3434.1107700892858 16094.253125000001 -6867.8899531250008 -62604.060566980697 -35567.630216733873 69416.781974546364 18324.951718749999 -79974.827031249995 -53829.70703125 84199.164903846162 -3123.3547054368628 33664.285659826812 -91300.561789772735 -6070.368704704123
leaf_weight=678262 3394471 22 33 32 23 27 24 55 22 25 20 30 27 20 27 32 28 22 25 34 31 31 20 20 26 26 49 83 22 235
leaf_count=678262 3394471 22 33 32 23 27 24 55 22 25 20 30 27 20 27 32 28 22 25 34 31 31 20 20 26 26 49 83 22 235
internal_value=0 63.1756 4377.13 -18870.2 6771.29 -8858.78 2813.89 11485.5 26562.1 47442.3 8764.91 -18259.2 -59599.2 29359.4 13150.4 -17614.5 39263.6 67728.7 -47692.8 -7105.82 7402.86 28216.7 -32630.4 -34717.7 -19111.8 2631.94 27148.5 -2023.09 -28139.2 4300.63
internal_weight=0 679333 1071 100 971 225 173 746 276 127 149 79 49 102 79 52 70 42 52 149 95 64 54 78 58 470 75 395 77 318
internal_count=4073804 679333 1071 100 971 225 173 746 276 127 149 79 49 102 79 52 70 42 52 149 95 64 54 78 58 470 75 395 77 318
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=31
num_cat=0
split_feature=1 1 4 4 3 7 3 6 5 5 3 5 6 6 6 6 3 0 6 6 6 6 7 3 0 0 4 6 0 4
split_gain=2.87878e+11 3.82311e+12 8.9957e+12 1.91314e+13 1.61514e+13 8.10014e+12 6.87821e+12 6.10879e+12 2.05015e+13 1.99272e+13 1.58218e+13 1.23561e+13 2.08478e+13 2.25054e+13 3.33516e+13 1.86012e+13 1.6886e+13 2.57713e+13 2.14475e+13 2.75841e+13 1.83505e+13 2.74033e+13 1.86353e+13 2.11848e+13 2.09925e+13 1.39336e+13 1.2042e+13 1.14997e+13 2.29834e+13 1.54075e+13
threshold=37.131181300000009 37.234509300000006 23.500000000000004 26.500000000000004 9.5000000000000018 6.0000000000000009 4.5000000000000009 91.02500000000002 2.5000000000000004 3.5000000000000004 14.500000000000002 2.5000000000000004 84.810000000000016 78.605000000000004 76.605000000000004 75.010000000000005 8.5000000000000018 56.006509350000009 87.015000000000015 90.045000000000016 83.010000000000005 80.720000000000013 6.0000000000000009 12.500000000000002 55.660117850000006 55.759969450000007 16.500000000000004 106.49500000000002 55.676890650000011 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 7 4 6 -6 -4 11 -9 -10 27 12 13 14 15 -2 18 20 -13 -20 21 25 23 26 -25 -18 -22 -11 -29 -30
right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12 16 -14 -15 -16 -17 17 -19 19 -21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-69.971691825677865 1266.0234214153054 3.0289798326983939 -46641.763362630212 10643.208229388612 -106154.34229029606 -40860.924794407896 21739.329204358553 92304.152641369059 -16217.259253808659 34063.398064494584 100404.3809375 6846.9440498309168 100503.93958333334 -41953.956273213378 116594.16826953125 -51571.250131180044 67165.06796316964 -46492.523085171568 -54122.64200910434 34202.732134885206 57747.707812500004 -43377.594069354724 -22026.78459201389 -10603.095129654255 104346.31629231772 17938.779753615101 135874.96482712767 -81429.28901654412 -4804.8261982685817 85122.911141304357
leaf_weight=513821 12022 3543489 24 132 38 38 38 21 743 106 20 2046 21 122 25 67 70 51 127 49 34 65 27 47 24 322 47 34 111 23
leaf_count=513821 12022 3543489 24 132 38 38 38 21 743 106 20 2046 21 122 25 67 70 51 127 49 34 65 27 47 24 322 47 34 111 23
internal_value=0 10.0992 1529.03 -16574 -42607.9 -73507.6 -4730.77 1830.3 -5516.38 -7497.32 14539.8 2342.81 952.265 781.41 1211.8 973.187 8201.85 21903.9 3965.44 -29532.1 27388.5 16757.8 54529.5 68128.4 28253 26729.2 103081 8272.32 -8000.62 10630.5
internal_weight=0 3.55998e+06 16494 270 138 76 62 16224 1058 1037 294 15166 12257 12236 12114 12089 2909 687 2222 176 636 457 179 152 71 392 81 274 168 134
internal_count=4073804 3559983 16494 270 138 76 62 16224 1058 1037 294 15166 12257 12236 12114 12089 2909 687 2222 176 636 457 179 152 71 392 81 274 168 134
is_linear=0
shrinkage=0.1


Tree=4867
num_leaves=31
num_cat=0
split_feature=0 0 2 1 6 7 1 0 4 4 4 0 4 1 5 6 0 3 6 6 6 4 1 6 0 4 6 4 1 4
split_gain=2.90832e+11 2.71209e+12 9.51204e+12 1.0036e+13 9.17593e+12 9.03658e+12 1.74315e+13 1.85054e+13 3.04435e+13 3.59855e+13 6.73541e+13 3.19365e+13 3.56703e+13 3.0364e+13 2.91587e+13 2.83381e+13 2.69182e+13 5.05812e+13 2.32822e+13 2.11709e+13 1.95452e+13 1.79411e+13 1.67906e+13 2.68117e+13 3.03007e+13 2.52788e+13 1.60942e+13 1.55926e+13 2.08697e+13 6.68784e+13
threshold=56.067362750000008 56.385857200000011 6082.0000000000009 34.382014200000008 61.025000000000006 6.0000000000000009 36.049731800000011 56.309668500000008 7.5000000000000009 17.500000000000004 18.500000000000004 56.342669500000007 5.5000000000000009 43.997056950000008 2.5000000000000004 81.705000000000013 56.324067350000007 3.5000000000000004 66.990000000000023 74.015000000000015 75.605000000000004 16.500000000000004 43.932356550000009 78.010000000000005 56.324067350000007 8.5000000000000018 58.755000000000003 8.5000000000000018 47.17130860000001 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 -4 -5 -7 27 11 13 -11 12 -9 22 19 -13 20 18 -18 21 -14 26 -10 24 -24 -25 -15 28 29 -8
right_child=1 -3 4 5 -6 6 7 8 9 10 -12 15 16 14 -16 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-16.402224165833527 -36830.225595431861 -22.587259382457432 -2896.1472422723418 819.04207131192516 -19101.005951931053 56041.80436505012 2872.2712224518141 -7741.2835242183201 -13640.245543395002 61856.149476634433 -4821.5520686697455 -9411.1083705259171 50994.835212109378 -26902.914383064253 -75873.749036458335 -127364.22810801631 -63575.183333333342 154545.3204009434 63941.821840277786 54918.895959472662 -6129.5264444633158 16011.295893297698 54358.74476751512 -56713.287983630951 -38852.758243272569 41580.685336143099 -74067.725347699175 883.96264133782154 4775.5735707535914 -50841.705311793448
leaf_weight=2958794 72 945167 1728 142733 438 53 578 227 2145 175 1128 178 125 353 135 23 21 53 45 32 115 76 155 84 45 38 91 17984 626 387
leaf_count=2958794 72 945167 1728 142733 438 53 578 227 2145 175 1128 178 125 353 135 23 21 53 45 32 115 76 155 84 45 38 91 17984 626 387
internal_value=0 43.525 411.436 496.492 -6173.03 512.527 -1246.47 -1368.81 -6644.47 -9846.18 4133.63 11487.7 23285.7 -15621.6 -34214.8 -22908.2 42904.4 81791.6 23368.2 -24026.5 23622.7 -28884.7 -10443.8 10849 33386.2 -26097.1 -36569.6 44.502 -9444.41 -18669
internal_weight=0 1.11501e+06 169843 167677 2166 167605 24872 24819 5244 4457 1303 787 586 3154 687 201 359 119 66 552 240 520 2467 322 200 122 444 19575 1591 965
internal_count=4073804 1115010 169843 167677 2166 167605 24872 24819 5244 4457 1303 787 586 3154 687 201 359 119 66 552 240 520 2467 322 200 122 444 19575 1591 965
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=31
num_cat=0
split_feature=2 7 1 6 1 4 3 5 1 1 4 6 4 5 6 6 6 6 5 6 6 1 0 4 4 0 6 4 4 0
split_gain=2.76855e+11 2.28213e+12 8.614e+12 1.01238e+13 8.37492e+12 1.03318e+13 1.56376e+13 1.79526e+13 8.48227e+12 2.12034e+13 4.50478e+13 4.45377e+13 3.30139e+13 3.24954e+13 5.26802e+13 4.06571e+13 2.58489e+13 3.24181e+13 3.20342e+13 2.45427e+13 2.16359e+13 1.98334e+13 5.42059e+13 3.23441e+13 2.12917e+13 6.06576e+13 2.04348e+13 3.76815e+13 3.27603e+13 3.8874e+13
threshold=3338.0000000000005 6.0000000000000009 55.957851400000003 128.05000000000004 52.061190950000004 26.500000000000004 18.500000000000004 3.5000000000000004 43.997056950000008 45.126607350000008 16.500000000000004 84.00500000000001 18.500000000000004 1.5000000000000002 55.405000000000008 63.855000000000011 120.05000000000001 122.65000000000002 2.5000000000000004 104.01000000000001 91.02500000000002 43.932356550000009 56.288960650000007 24.500000000000004 16.500000000000004 56.262014700000009 77.565000000000012 8.5000000000000018 13.500000000000002 56.324067350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 21 10 13 12 -12 14 -10 -16 18 -18 20 -13 -15 -3 24 26 -23 -26 28 -28 29 -24
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 11 19 -14 16 15 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=35.632203849338872 31.315860410499013 -106.55931266135265 -3519.1566238333453 51973.837236624058 1772.7594224568061 -12496.990551251298 14034.144878751467 94556.830994073287 -14216.877183833774 -848.31610540984536 26355.018971391157 -59894.365729057499 -2974.7700213286375 -33843.118908433877 193808.97061434659 16057.24169606855 98340.746408770166 -50102.326171875 -72786.842571054862 46470.902125000001 36611.988151041667 -37345.83674427653 62980.467335792833 108759.46256648935 39298.647612645349 -36447.743565016528 -27891.278466511332 44683.757653709356 -7659.5525655583815 -36208.633892144098
leaf_weight=1786939 1667517 524766 8681 33 17389 482 612 29 593 62321 528 164 1405 474 22 31 31 28 221 25 48 203 324 47 215 208 171 123 129 45
leaf_count=1786939 1667517 524766 8681 33 17389 482 612 29 593 62321 528 164 1405 474 22 31 31 28 221 25 48 203 324 47 215 208 171 123 129 45
internal_value=0 -21.7014 -187.12 -3309 -142.569 1951.92 2338.19 17677.1 -208.051 -1277.66 -8772.69 506.595 5036.68 -22371.2 -5679.62 89841 -35816 27893.2 -40875 -45824.9 -27364.5 -74.1219 11545 28160.4 -10723.8 2052.2 23377.4 2471.75 35719.3 50884.2
internal_weight=0 2.40629e+06 619348 8714 610634 18512 18030 641 592122 65891 3570 2122 1933 1448 646 53 802 59 743 189 522 526231 1465 839 626 423 792 294 498 369
internal_count=4073804 2406287 619348 8714 610634 18512 18030 641 592122 65891 3570 2122 1933 1448 646 53 802 59 743 189 522 526231 1465 839 626 423 792 294 498 369
is_linear=0
shrinkage=0.1


Tree=4869
num_leaves=31
num_cat=0
split_feature=6 1 1 1 0 0 0 3 4 3 0 0 0 1 5 4 4 5 1 1 0 4 3 1 4 1 1 0 1 0
split_gain=2.5452e+11 3.16009e+12 3.04087e+12 3.57923e+12 5.94998e+12 3.10135e+12 4.13288e+12 3.84498e+12 3.08396e+12 7.32001e+12 3.89791e+12 5.19288e+12 4.64532e+12 3.63371e+12 5.22431e+12 4.29602e+12 3.3709e+12 7.37413e+12 7.40041e+12 2.91194e+12 7.26049e+12 4.91302e+12 4.27429e+12 3.99409e+12 3.95273e+12 3.78935e+12 5.77612e+12 9.72377e+12 7.8087e+12 5.37361e+12
threshold=15.450000000000001 61.400814300000008 49.230435000000007 49.176406850000006 55.79439725000001 60.01610465000001 59.950512650000007 5.5000000000000009 13.500000000000002 5.5000000000000009 56.791379400000004 56.888401950000009 55.080855950000007 50.298521650000005 1.5000000000000002 8.5000000000000018 8.5000000000000018 1.5000000000000002 60.516422150000004 38.977585500000011 44.601833250000006 19.500000000000004 3.5000000000000004 39.718675700000013 1.5000000000000002 37.804148700000006 37.534144550000008 55.81943720000001 37.517483500000004 55.667390500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -7 10 -10 12 16 -4 -14 -15 -16 17 -12 -19 20 22 -21 -1 -23 -22 26 28 29 -26 -28
right_child=-2 -3 8 4 -6 7 -8 -9 9 -11 11 -13 13 14 15 -17 -18 18 -20 21 24 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=76908.773139880388 -1.2207569983028399 -2065.0677454236156 1622.1296561889649 8258.4711646546712 -40195.309360795458 506.49145441828551 38974.882617187504 -48609.598828125003 66268.297558593753 6561.181620808391 -26269.778361492848 5699.2361292766709 56651.696164772729 29694.892900284482 16562.350082371817 -13185.176934070123 -39656.930189887156 -21058.323979048295 56445.394444056918 -216.72243522385213 -26310.597274502841 -4543.3465512876164 15132.327096557618 -60013.427031250001 3873.6032668072776 9750.4152064180926 -6992.0759313134004 22116.41448035607 63196.725390625004 -34064.284561695771
leaf_weight=21 4064110 3192 400 47 55 37 29 28 28 77 83 290 22 138 119 82 45 22 28 3095 44 27 24 25 629 696 191 78 23 119
leaf_count=21 4064110 3192 400 47 55 37 29 28 28 77 83 290 22 138 119 82 45 22 28 3095 44 27 24 25 629 696 191 78 23 119
internal_value=0 511.79 1776.84 678.103 -17868.6 1051.53 1333.6 -20651.2 6033.4 22483.1 4628.02 -2553.39 9044.44 17268.6 14712.8 4426.54 -15998.7 -7994.01 22343.8 1114.06 4291.97 -728.873 43961.3 -31211.7 3289.09 4039.32 217.274 -9443.44 5966.29 -17384.3
internal_weight=0 9694 6502 5168 102 5066 5001 65 1334 105 1229 468 761 361 339 201 178 133 50 4972 1825 3147 45 52 1780 1736 1040 388 652 310
internal_count=4073804 9694 6502 5168 102 5066 5001 65 1334 105 1229 468 761 361 339 201 178 133 50 4972 1825 3147 45 52 1780 1736 1040 388 652 310
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 6 0 3 0 1 3 0 0 6 0 0 2 0 3 3 0 4 0 1 3 1 6 3 0 6
split_gain=2.60468e+11 2.77843e+12 4.93658e+12 1.57239e+13 1.23005e+13 6.52884e+12 9.45605e+12 1.19438e+13 5.56102e+12 1.3603e+13 8.79181e+12 6.92904e+12 1.03709e+13 6.41002e+12 1.0338e+13 8.81405e+12 4.95252e+12 8.44594e+12 1.02966e+13 1.48627e+13 1.25327e+13 9.86513e+12 8.56096e+12 1.66654e+13 6.63316e+12 6.27386e+12 5.76187e+12 1.59256e+13 9.44329e+12 7.66438e+12
threshold=31.005000000000006 37.649344350000007 37.729575300000008 8.5000000000000018 55.81943720000001 30.025000000000002 55.876067900000002 3.5000000000000004 55.710673100000008 37.702956500000006 4.5000000000000009 55.520061350000013 55.173955500000005 19.050000000000004 55.728148450000006 55.775215600000003 75.000000000000014 55.801384500000005 3.5000000000000004 4.5000000000000009 55.858844800000007 11.500000000000002 55.82518790000001 37.702956500000006 8.5000000000000018 37.682335600000009 27.215000000000003 4.5000000000000009 55.710673100000008 21.020000000000003
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 8 6 7 -6 11 10 13 12 -3 -10 -15 -16 17 21 20 -20 -19 26 23 -21 -25 -24 29 -28 -29 -5
right_child=-2 2 -4 16 5 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 19 22 -22 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=678.71780492588948 6.853647720303055 4116.8120357533198 -171.29535714766288 -2856.0727205602138 24415.829568973666 4063.8072933274875 18526.440258328421 112926.36075520836 -69632.422443181829 13121.166124108357 -84500.420545789937 19130.718541962247 -50189.696184593027 -73305.991530761719 45058.231364889711 -24600.811243301785 -1800.4259415598387 -22904.846222908265 -95311.86875791807 76586.6357421875 56738.375377155178 -14651.402095701791 -72187.466246811222 -4912.0110638786764 -66975.164618389434 -24954.38308475379 18712.705444855386 -79836.884414333777 -2404.7272739955361 39754.293146102733
leaf_weight=39940 3794999 193 235887 82 31 98 106 30 22 115 27 212 43 20 34 39 610 62 37 20 29 731 49 51 26 66 94 36 28 87
leaf_count=39940 3794999 193 235887 82 31 98 106 30 22 115 27 212 43 20 34 39 610 62 37 20 29 731 49 51 26 66 94 36 28 87
internal_value=0 -93.2896 -222.375 -4268.38 6186.37 24553.7 36577.7 67945.6 -717.677 -12443.8 -33147.9 6009.15 -5778.02 -21091.2 -9608.3 7843.13 -9318.73 -12599.2 -26310.4 -36830.7 2475.96 -8193.02 -26624.1 -4743.65 -25868.4 -45079.8 6244.52 -7483.96 -45960.3 19079.4
internal_weight=0 278805 238865 2978 970 265 167 61 705 257 142 448 236 115 93 73 2008 1398 340 249 91 1058 212 97 77 115 327 158 64 169
internal_count=4073804 278805 238865 2978 970 265 167 61 705 257 142 448 236 115 93 73 2008 1398 340 249 91 1058 212 97 77 115 327 158 64 169
is_linear=0
shrinkage=0.1


Tree=4871
num_leaves=31
num_cat=0
split_feature=1 1 6 0 6 0 0 6 4 7 3 0 4 4 0 5 6 4 7 0 0 1 6 1 4 6 0 0 6 4
split_gain=2.72256e+11 6.33107e+12 2.39354e+13 3.64539e+13 2.61786e+13 2.12053e+13 2.47382e+13 4.80736e+13 2.09488e+13 4.47114e+13 4.46445e+13 4.287e+13 5.82563e+13 4.64232e+13 1.13558e+14 8.17483e+13 4.4176e+13 4.07992e+13 4.6167e+13 6.61714e+13 3.71635e+13 6.66999e+13 3.71238e+13 3.85509e+13 7.82233e+13 1.00369e+14 9.66009e+13 6.97051e+13 5.4791e+13 4.64353e+13
threshold=37.503969450000007 37.563506350000004 57.005000000000003 55.303261650000003 56.010000000000012 55.81943720000001 55.791814000000009 56.805000000000007 20.500000000000004 6.0000000000000009 14.500000000000002 55.834019500000004 3.5000000000000004 15.500000000000002 55.79439725000001 2.5000000000000004 122.65000000000002 16.500000000000004 6.0000000000000009 55.554045200000012 55.749683450000006 37.517483500000004 125.02000000000002 37.543519500000009 14.500000000000002 73.995000000000019 55.737027400000009 55.696737300000009 62.375000000000007 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 -2 6 -6 -8 11 10 -10 12 -5 22 16 -16 17 18 20 -20 -15 -22 23 -14 26 -26 27 29 -28 -25
right_child=1 -3 3 8 5 -7 7 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-55.804061712834987 0.88374918023498938 -7.222309113694469 -13979.510177841321 -41922.684645066038 -7612.9781058438693 -26467.343070547278 154926.9623186384 -20869.747073102681 -25166.40629673197 4358.1899053028837 6269.2801228673707 -761.29092965235964 11022.779046174592 13478.30700462035 180937.47727953768 -10751.750341796876 -127562.93755289714 11926.257517411701 -8268.5046489876768 106097.79989124647 138373.10388063526 -68257.720475260416 105826.76718750001 22087.746820275661 -362.63065476190479 -229652.89593750003 -105730.22871710028 175927.13890625001 -23409.367433978143 -13545.036207597877
leaf_weight=719797 37915 3289771 1146 210 877 678 28 35 1188 5924 729 5466 4080 573 73 32 21 2799 71 176 61 21 37 898 42 35 103 25 376 617
leaf_count=719797 37915 3289771 1146 210 877 678 28 35 1188 5924 729 5466 4080 573 73 32 21 2799 71 176 61 21 37 898 42 35 103 25 376 617
internal_value=0 11.976 995.195 3437.14 -530.706 -12987.6 -3264.97 57262.1 4284.43 62.5598 -13212 6390.8 10204.8 11295.1 19959.2 122518 17065.9 17886.6 36382 73223.3 22489.2 85455.5 5958.31 5360.01 -5662.94 -104585 -1890.27 10308.9 -41110.9 7575.91
internal_weight=0 3.35401e+06 64236 24703 39533 1618 940 63 23557 7841 1917 15716 10250 10040 3827 105 3722 3701 902 247 655 82 6213 6176 2096 77 2019 1540 479 1515
internal_count=4073804 3354007 64236 24703 39533 1618 940 63 23557 7841 1917 15716 10250 10040 3827 105 3722 3701 902 247 655 82 6213 6176 2096 77 2019 1540 479 1515
is_linear=0
shrinkage=0.1


Tree=4872
num_leaves=31
num_cat=0
split_feature=2 0 6 6 0 6 1 4 4 6 1 1 7 4 4 4 6 6 6 6 5 1 6 1 1 3 4 6 7 4
split_gain=3.20019e+11 4.32318e+12 1.37803e+13 2.62605e+13 3.42334e+13 2.63307e+13 3.54177e+13 4.06299e+13 4.29609e+13 2.75615e+13 2.98516e+13 5.55966e+13 2.4819e+13 3.3033e+13 2.50058e+13 2.64061e+13 7.29586e+13 4.13201e+13 2.55e+13 2.40169e+13 2.34446e+13 2.76924e+13 2.9499e+13 3.34258e+13 3.584e+13 3.48308e+13 2.88054e+13 2.89017e+13 2.6944e+13 4.08415e+13
threshold=36.000000000000007 55.554045200000012 58.995000000000012 66.50500000000001 55.539595350000006 78.605000000000004 37.517483500000004 19.500000000000004 30.500000000000004 76.605000000000004 37.475446350000006 37.488790500000007 6.0000000000000009 11.500000000000002 16.500000000000004 17.500000000000004 59.815000000000005 60.910000000000004 66.010000000000005 76.00500000000001 1.5000000000000002 37.586700500000006 52.330000000000005 37.475446350000006 37.488790500000007 14.500000000000002 17.500000000000004 51.805000000000007 6.0000000000000009 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 20 4 -4 6 7 9 -9 19 -11 -12 13 -6 -14 16 -16 -18 -19 -5 -1 22 23 28 26 -26 -25 -28 -22 -30
right_child=-2 -3 3 5 12 -7 -8 8 -10 10 11 -13 14 -15 15 -17 17 18 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-2954.6138842889218 7.7651335290356434 3.3698233861195592 -3566.5703279619056 9216.0808019006818 12583.72045990566 -8501.2809198000632 -8392.2887026214594 153788.46771438952 10717.950359660825 9854.5359243328658 221433.48333333337 39997.482044956145 -47648.383349376862 -76960.684546030403 142787.91221955128 -30385.521063288419 -48276.373857606137 109399.27486979168 -6610.7648632812507 -76095.296645220587 13239.230709641273 -95223.002104130501 -1142.8902019203852 72546.990509662719 12356.66776105254 100211.62644198805 40759.619064453131 -99036.831547619062 -47840.348075268448 20988.571218103643
leaf_weight=8046 3783399 270546 1217 1121 53 2361 960 43 41 89 24 57 210 185 39 218 106 36 40 34 556 27 2557 223 1132 47 50 21 227 139
leaf_count=8046 3783399 270546 1217 1121 53 2361 960 43 41 89 24 57 210 185 39 218 106 36 40 34 556 27 2557 223 1132 47 50 21 227 139
internal_value=0 -101.164 -1525.27 -5161.93 -14456.3 -1027.59 6420.87 16513.6 83956.4 12238 49831.3 93756.3 -29397.5 -57020.1 -19267.8 -5691.73 18666.9 -7930.51 48341.4 6704.75 382.828 5776.09 6326.77 14301.7 23648.3 15858.9 54885 -588.627 -630.516 -21700.4
internal_weight=0 290405 19859 6834 2104 4730 2369 1409 84 1325 170 81 887 238 649 439 221 182 76 1155 13025 4979 4952 2395 1473 1179 294 71 922 366
internal_count=4073804 290405 19859 6834 2104 4730 2369 1409 84 1325 170 81 887 238 649 439 221 182 76 1155 13025 4979 4952 2395 1473 1179 294 71 922 366
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=31
num_cat=0
split_feature=6 6 4 0 7 1 1 1 0 0 1 1 2 0 1 1 1 3 1 2 4 4 3 4 5 1 3 1 1 3
split_gain=2.82192e+11 2.97567e+12 3.73576e+12 5.60334e+12 4.18081e+12 6.07099e+12 1.13835e+13 1.12973e+13 6.2569e+12 6.00376e+12 5.81595e+12 8.80762e+12 5.88661e+12 5.09962e+12 4.66548e+12 4.26902e+12 4.26289e+12 5.02323e+12 3.90246e+12 3.80288e+12 2.4803e+13 3.06094e+13 2.64512e+13 1.42249e+13 9.02416e+12 9.93402e+12 9.04023e+12 5.96586e+12 8.06382e+12 3.92206e+12
threshold=42.005000000000003 42.205000000000005 28.500000000000004 55.840017500000009 6.0000000000000009 83.007653300000015 82.886781200000016 83.015546400000019 55.018166200000003 55.018166200000003 37.897576350000001 37.978059650000013 2828.5000000000005 54.992080650000005 82.895858600000011 82.92647190000001 82.981285100000022 1.5000000000000002 38.109452700000006 75.000000000000014 17.500000000000004 21.500000000000004 12.500000000000002 14.500000000000002 1.5000000000000002 37.618684050000006 4.5000000000000009 37.543519500000009 37.649344350000007 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 -4 5 6 19 -7 13 -9 12 -12 -6 14 -8 -10 18 -18 -13 20 23 -22 -23 24 25 -2 27 -26 -29 -25
right_child=1 -3 3 -5 10 7 8 9 15 -11 11 16 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 29 26 -27 -28 28 -30 -31
leaf_value=36.427639470426065 70164.568479567315 -12.317654082954526 -16451.019149102107 31149.054333341577 -10241.422757542699 43324.100082002529 23131.489605564027 13204.058776227168 -20625.252663808329 -9927.2896694003612 29561.669948594837 -34573.550911458333 11545.14365999592 -26838.29256510417 -13437.623763568587 7379.8346896447874 -32662.667530924478 -5608.089971453921 101.10721347890002 -80.653675977531279 143234.75422712055 74700.0849609375 -64178.797786458337 -21704.422677296607 46985.201160088909 -15144.697916666666 -50831.446415441176 -51012.330535888672 25886.732610677085 -73277.533816731768
leaf_weight=1397217 39 2665829 36 79 1665 85 41 272 73 191 90 33 134 300 234 214 90 289 1974 4637 28 32 24 29 29 21 34 25 30 30
leaf_count=1397217 39 2665829 36 79 1665 85 41 272 73 191 90 33 134 300 234 214 90 289 1974 4637 28 32 24 29 29 21 34 25 30 30
internal_value=0 -19.0158 -1678.8 16248.2 -1872.51 -248.587 -1196.04 9813.76 -11802.6 3661.75 -4291.48 -1147.48 -8618.63 -17821.7 -7985.5 256.589 -2305.83 -12032.7 -469.029 648.026 11174.2 57865.3 15180.6 -5374.6 8730.2 40306.3 -7325.46 10284.1 -9067.39 -47928
internal_weight=0 2.67659e+06 10758 115 10643 6368 5820 548 862 463 4275 2476 1799 575 275 287 2386 379 2007 4958 321 84 56 237 178 60 118 84 55 59
internal_count=4073804 2676587 10758 115 10643 6368 5820 548 862 463 4275 2476 1799 575 275 287 2386 379 2007 4958 321 84 56 237 178 60 118 84 55 59
is_linear=0
shrinkage=0.1


Tree=4874
num_leaves=31
num_cat=0
split_feature=2 0 0 3 1 1 1 3 4 4 4 3 6 3 3 1 0 1 7 4 7 4 6 6 4 1 4 1 0 1
split_gain=2.57874e+11 4.23577e+12 3.00068e+13 3.13622e+13 3.0112e+13 7.00263e+13 5.57166e+13 3.43465e+13 4.41651e+13 4.0658e+13 5.49944e+13 3.5216e+13 3.25121e+13 3.53918e+13 3.11039e+13 2.63409e+13 5.61301e+13 1.76389e+14 2.2093e+14 1.15938e+14 1.09717e+14 5.57277e+13 7.16222e+13 4.59336e+13 4.2071e+13 6.61071e+13 6.08214e+13 9.61322e+13 4.70819e+13 6.29477e+13
threshold=36.000000000000007 55.676890650000011 55.685785750000008 4.5000000000000009 37.682335600000009 37.586700500000006 37.618684050000006 20.500000000000004 19.500000000000004 18.500000000000004 17.500000000000004 13.500000000000002 59.815000000000005 13.500000000000002 7.5000000000000009 37.618684050000006 55.667390500000003 37.425454150000007 6.0000000000000009 24.500000000000004 6.0000000000000009 22.500000000000004 60.605000000000011 99.050000000000011 11.500000000000002 37.702956500000006 24.500000000000004 37.631035900000008 55.667390500000003 37.740454950000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 10 12 -11 13 -5 -7 16 -1 19 23 20 -18 22 -20 -19 -17 26 27 -26 -27 -30
right_child=-2 2 -4 4 -6 6 -8 -9 -10 11 -12 -13 -14 -15 -16 24 17 18 21 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=777.85670076399992 6.9705133806933164 1414.4849714595621 -151.04590722239041 -36601.320653111849 -2646.0277677803065 -42515.572618325241 -27187.472341527697 -107554.42583007814 32822.896789370643 -200435.49665178571 101733.75073582849 -24777.013437500002 14537.647020164697 58106.174395893904 -115363.71882108803 6294.656876652125 -47991.152556818182 10871.674135729625 72296.439876302087 -18865.089451510848 -298791.66503378376 69136.320565037822 247902.01551215278 -131142.76451681388 -72085.442352534272 1569.5383430578786 17780.284652503451 -14033.061237785407 -23610.803372134178 2324.3965396585718
leaf_weight=80531 3783399 2417 173993 479 1507 103 624 32 270 21 43 25 259 43 136 4684 33 2332 48 121 37 314 45 23 306 13492 532 4207 1940 1808
leaf_count=80531 3783399 2417 173993 479 1507 103 624 32 270 21 43 25 259 43 136 4684 33 2332 48 121 37 314 45 23 306 13492 532 4207 1940 1808
internal_value=0 -90.8119 -390.021 -7367.7 -13360.5 -21295 -42912.6 -5376.96 -2508.82 -13473.8 -8366.1 -104969 -14427.9 -28799.7 -83968.9 396.665 1274.39 14815.2 21242.2 -78124 -180557 89274.3 157267 9484.7 -2320.37 -4131.14 -14199.4 -17969.3 -1184.82 -11099.9
internal_weight=0 290405 179952 5959 3542 2035 863 1172 1140 870 824 46 781 522 239 110453 83484 2953 2762 191 70 407 93 2355 26969 22285 5045 4513 17240 3748
internal_count=4073804 290405 179952 5959 3542 2035 863 1172 1140 870 824 46 781 522 239 110453 83484 2953 2762 191 70 407 93 2355 26969 22285 5045 4513 17240 3748
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 6 4 0 6 3 0 4 0 4 6 0 0 3 4 0 7 6 1 0 1 3 6 6 7 3
split_gain=3.1935e+11 7.254e+12 1.82507e+13 2.63663e+13 1.11903e+14 7.70907e+13 6.12828e+13 6.24163e+13 8.1134e+13 6.04217e+13 4.24808e+13 4.02838e+13 3.87621e+13 4.19062e+13 3.66798e+13 3.19e+13 7.45448e+13 1.37705e+14 6.47638e+13 1.41226e+14 1.01963e+14 5.04163e+13 5.75205e+13 7.27553e+13 1.15681e+14 4.89852e+13 4.23816e+13 5.24773e+13 3.60831e+13 6.31766e+13
threshold=37.517483500000004 37.563506350000004 52.015000000000008 55.595177750000005 55.702806750000008 52.990000000000002 22.500000000000004 55.685785750000008 80.720000000000013 7.5000000000000009 55.633951400000008 7.5000000000000009 55.568628050000008 13.500000000000002 60.910000000000004 55.775215600000003 55.768246800000007 12.500000000000002 11.500000000000002 55.749683450000006 6.0000000000000009 54.010000000000012 37.543519500000009 55.737027400000009 37.534144550000008 6.5000000000000009 55.805000000000007 73.995000000000019 6.0000000000000009 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 12 5 -5 7 10 9 -9 -7 14 -4 -14 -12 16 18 -18 21 20 -20 -6 23 24 -23 26 -24 -28 29 -21
right_child=1 -3 3 4 15 6 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 19 28 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-59.68912012265983 -654.54536433020121 -4.9169418040407402 -411.18200836711395 156918.00823946221 111387.8250442217 32711.244864098579 91476.647549312387 52560.843029997828 -116647.69944140625 172711.74563137756 99088.208045860403 -1980.3954748224432 74183.1005859375 -68268.421632179059 -23191.979774305557 3364.4819597555806 -133638.49857139587 24331.885589977148 -17713.586073022958 -114387.69716435185 -208127.8715021307 30967.080002441409 85667.491666666669 73454.783006204743 -211834.86463341347 93487.807459677424 -91992.153894675939 11892.975968852797 25059.856279205607 80607.133072916666
leaf_weight=734695 25346 3289771 7993 43 53 693 121 287 25 49 77 1375 24 148 36 11859 128 97 49 54 66 80 24 205 26 31 135 76 214 24
leaf_count=734695 25346 3289771 7993 43 53 693 121 287 25 49 77 1375 24 148 36 11859 128 97 49 54 66 80 24 205 26 31 135 76 214 24
internal_value=0 13.1332 1216.69 3193.52 5574.58 24090.4 21945.6 18635.9 57151.4 70082.8 12260.8 2736.45 -1421.91 -48391.5 60131.7 1755.99 -13358.9 -65535.7 -2038.04 -33130.1 -126995 18048.4 9474.8 38674.9 -28588.1 -24665.2 -40251.3 -54573.8 3837.14 -54389.3
internal_weight=0 3.33911e+06 49338 23992 15827 2706 2663 2542 361 336 2181 1488 8165 172 113 13121 1262 225 1037 407 115 630 577 311 106 266 235 211 292 78
internal_count=4073804 3339109 49338 23992 15827 2706 2663 2542 361 336 2181 1488 8165 172 113 13121 1262 225 1037 407 115 630 577 311 106 266 235 211 292 78
is_linear=0
shrinkage=0.1


Tree=4876
num_leaves=31
num_cat=0
split_feature=2 6 6 4 4 7 4 6 0 1 4 1 6 1 1 4 0 0 6 4 5 4 0 0 7 1 3 0 0 0
split_gain=3.08124e+11 4.41864e+12 1.40671e+13 3.68514e+13 5.35555e+13 5.08323e+13 3.28983e+13 3.03655e+13 2.60854e+13 2.57336e+13 2.02716e+13 1.71949e+13 1.52126e+13 1.42735e+13 3.03304e+13 5.59841e+13 5.85923e+13 1.71275e+14 1.2512e+14 2.41885e+13 2.98245e+13 3.02833e+13 4.00625e+13 4.56234e+13 4.66406e+13 3.35276e+13 2.27356e+13 2.98528e+13 3.7532e+13 2.14944e+13
threshold=36.000000000000007 36.405000000000008 38.010000000000012 6.5000000000000009 8.5000000000000018 6.0000000000000009 7.5000000000000009 37.995000000000012 55.737027400000009 37.649344350000007 4.5000000000000009 37.586700500000006 37.505000000000003 37.682335600000009 37.631035900000008 15.500000000000002 55.834019500000004 55.806294650000005 37.995000000000012 13.500000000000002 1.5000000000000002 9.5000000000000018 55.60524465000001 55.81943720000001 6.0000000000000009 37.488790500000007 3.5000000000000004 55.876067900000002 55.858844800000007 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 -3 -5 -10 -8 -7 14 19 -16 17 -17 -19 20 21 22 -6 24 25 -24 -18 28 -28 -23
right_child=-2 2 -4 4 13 12 7 -9 10 -11 -12 -13 -14 -15 15 16 26 18 -20 -21 -22 29 23 -25 -26 -27 27 -29 -30 -31
leaf_value=831.23125047207805 7.619447863383221 -4713.9177531381674 -57.4720197336677 204731.53314012097 604.76297236423875 23488.88374750665 -74836.279545454541 109635.35748355264 -134131.22032596983 65126.037092391314 -44369.75411749589 51670.250372023816 -62232.990408572638 1687.8136453111756 1283.7386655001992 -41020.320641927516 44016.572689406938 -89373.395312500012 -434964.06140625005 -255.34991175019852 2512.0424474410684 -23790.096115069919 -24325.953056640628 -7484.9140822190502 39933.327687500001 -127586.24209183674 20657.21081220519 33758.367171223959 -85200.786002425317 4994.5751817606269
leaf_weight=43406 3783399 178 229977 31 153 47 22 38 29 23 190 21 37 4691 708 376 74 22 20 7861 924 576 40 104 25 147 53 69 91 472
leaf_count=43406 3783399 178 229977 31 153 47 22 38 29 23 190 21 37 4691 708 376 74 22 20 7861 924 576 40 104 25 147 53 69 91 472
internal_value=0 -99.2663 -262.786 -3036.69 -2317.68 46807.1 84810.3 44504 -33146.4 145270 -56256 -13054 -14269.6 -2973.44 -4839.93 -18579 -38526.3 -62414.2 -253940 -2955.51 -11651.1 -20277.8 -41398.3 -61735.2 -88348.5 -105498 -3734.79 -20324.5 -46239.2 -10826
internal_weight=0 290405 246999 17022 16625 219 135 81 397 54 219 43 84 16406 11715 1413 705 418 42 10302 2441 1517 469 316 212 187 287 213 144 1048
internal_count=4073804 290405 246999 17022 16625 219 135 81 397 54 219 43 84 16406 11715 1413 705 418 42 10302 2441 1517 469 316 212 187 287 213 144 1048
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=31
num_cat=0
split_feature=6 1 1 4 0 5 6 3 4 4 3 1 6 6 6 0 0 6 1 4 0 3 0 1 1 6 1 0 0 7
split_gain=2.89291e+11 1.90515e+12 6.95237e+12 6.86311e+12 4.46378e+12 3.87465e+12 5.29173e+12 3.76388e+12 4.50082e+12 1.0876e+13 1.37002e+13 9.52462e+12 8.87673e+12 7.33322e+12 7.47566e+12 6.55025e+12 9.63433e+12 1.45336e+13 8.72878e+12 5.75873e+12 5.49709e+12 4.7607e+12 4.35941e+12 4.62527e+12 8.08016e+12 5.53595e+12 5.0808e+12 4.2593e+12 4.72711e+12 3.96224e+12
threshold=41.505000000000003 61.438154000000004 61.335446300000008 9.5000000000000018 55.161746650000005 1.5000000000000002 34.905000000000008 9.5000000000000018 24.500000000000004 22.500000000000004 11.500000000000002 82.93515810000001 38.995000000000012 37.995000000000012 36.005000000000003 55.061158000000006 55.055052800000006 40.205000000000005 82.886781200000016 26.500000000000004 55.071632200000003 20.500000000000004 55.018166200000003 82.981285100000022 82.975438000000011 39.995000000000012 92.865667950000017 55.988910100000005 56.148747500000006 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 9 -9 13 15 27 14 -11 16 17 18 21 22 -17 -10 -14 24 25 -24 -25 -13 -29 -12
right_child=-2 7 3 4 -6 -7 -8 8 11 10 29 12 19 -15 -16 20 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.90419739148045353 -18.294810239105932 388.25016649154617 -318.46875845822086 -8551.0429007348448 -2180.0150736418536 4619.1409947349266 -6673.6983306979837 -555.2685826733566 30413.598373382261 247.45797169306508 -11392.613950507719 3331.6679748879778 3609.1609053369598 1621.2666665039062 -35165.577378605776 19098.439571641713 -23765.650260398426 30593.448379739904 -7869.020344268145 -23623.980868459304 -5975.986140687316 -5665.3272697711818 29133.589231380745 -1221.2343238686615 54880.841429227941 8250.6399926117738 27137.081380208332 -16230.002306905948 21557.936708733978 534.44333134701378
leaf_weight=958601 2768799 281551 7133 2298 2109 1180 1605 43424 99 73 401 1594 319 100 325 225 244 123 1308 43 143 58 242 212 68 267 90 219 39 912
leaf_count=958601 2768799 281551 7133 2298 2109 1180 1605 43424 99 73 401 1594 319 100 325 225 244 123 1308 43 143 58 242 212 68 267 90 219 39 912
internal_value=0 38.8157 -31.7738 -2218.52 -5502.14 -759.461 -1485.8 245.629 -549.083 -871.927 -8464.74 2210.01 5787.63 -22587.6 -28670.2 -2819.8 -5265.36 -2422.75 -5194.76 12332 9354.84 17085.1 13622.6 17256.6 22504.6 18179.3 7229.92 1402.3 -10517.9 -3108.17
internal_weight=0 1.305e+06 972926 14325 4407 9918 8738 332079 50528 45235 1811 5293 3093 498 398 2200 1832 1588 1465 1241 368 157 1198 879 577 509 302 1852 258 1313
internal_count=4073804 1305005 972926 14325 4407 9918 8738 332079 50528 45235 1811 5293 3093 498 398 2200 1832 1588 1465 1241 368 157 1198 879 577 509 302 1852 258 1313
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 6 6 1 3 6 1 6 0 4 3 1 6 1 6 6 6 6 1 6 1 4 6 7 4 4
split_gain=3.19341e+11 2.75082e+12 1.5283e+13 3.33964e+13 2.55667e+13 2.4217e+13 2.58646e+13 3.18853e+13 2.00076e+13 3.67438e+13 1.55485e+13 1.53766e+13 1.43165e+13 2.70878e+13 1.29129e+13 2.23871e+13 1.51893e+13 1.19221e+13 1.44794e+13 1.09505e+13 1.06546e+13 1.42559e+13 1.01595e+13 9.82138e+12 1.29916e+13 8.5637e+12 8.93504e+12 8.38982e+12 3.17823e+13 1.25889e+13
threshold=82.971668900000012 55.030407050000001 55.043091000000011 9.5000000000000018 95.045000000000016 86.030000000000015 61.025000000000006 83.015546400000019 1.5000000000000002 66.010000000000005 82.981285100000022 63.140000000000008 55.039488700000007 8.5000000000000018 5.5000000000000009 82.991167100000027 62.375000000000007 83.011163250000024 42.205000000000005 61.805000000000007 30.985000000000003 30.425000000000001 83.117716000000016 43.905000000000008 82.991167100000027 7.5000000000000009 57.005000000000003 6.0000000000000009 22.500000000000004 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 5 8 6 22 11 9 17 -6 14 13 -13 16 -16 19 -5 -19 -8 21 -10 23 -3 -25 26 -26 29 -29 -22
right_child=1 2 -4 4 10 -7 7 -9 20 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 27 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=11.197798480086197 -200.14880999202748 6122.8731086006428 -114.14039934798797 6855.8961099297339 18505.528963797431 98492.725700431038 -22865.900730140187 52595.567666750547 13032.987527820676 23301.731685638428 128194.2001953125 106239.45740885416 -10071.720874154416 8418.9226117624239 -9186.0382993599615 70696.960063244056 -32737.918239708699 -7458.0869591180326 -30175.859963551888 22590.764148123606 453.20146350159604 -26680.428083609273 -61429.998750000006 9118.4118777742497 39489.706165132069 13191.248648920557 16565.124661837584 -55455.494864501961 -979.58674944222696 10342.277095489027
leaf_weight=3512022 417400 3496 123726 169 28 29 107 98 129 256 24 30 466 502 213 42 457 453 737 105 6503 302 20 2428 378 654 309 120 996 1605
leaf_count=3512022 417400 3496 123726 169 28 29 107 98 129 256 24 30 466 502 213 42 457 453 737 105 6503 302 20 2428 378 654 309 120 996 1605
internal_value=0 -70.0039 306.238 2824.23 -826.661 7252.71 6968.35 -3043.95 -1149.45 -11451.5 69131.1 -5880.93 2725.51 13935.1 -15176.6 3971.16 -22475.1 -17998.1 -21527.8 -351.987 573.792 -14794 9744.58 9940.52 13481.6 21381.7 29178.6 1291.87 -6837.21 2410.77
internal_weight=0 561782 144382 20656 11322 9334 9305 2020 11270 1615 52 1922 998 532 924 255 669 1359 1190 212 9655 431 7285 7265 3769 1341 687 9224 1116 8108
internal_count=4073804 561782 144382 20656 11322 9334 9305 2020 11270 1615 52 1922 998 532 924 255 669 1359 1190 212 9655 431 7285 7265 3769 1341 687 9224 1116 8108
is_linear=0
shrinkage=0.1


Tree=4879
num_leaves=31
num_cat=0
split_feature=4 1 0 0 7 1 1 6 1 6 5 4 6 0 6 4 6 4 2 6 3 1 4 4 7 2 1 0 0 6
split_gain=3.09031e+11 2.19142e+12 1.18654e+13 4.47013e+13 2.99259e+13 4.77955e+13 8.18895e+13 4.47313e+13 3.61047e+13 7.61613e+13 3.47086e+13 3.27475e+13 3.03172e+13 3.24913e+13 2.93707e+13 3.02429e+13 2.82866e+13 5.89385e+13 5.33163e+13 5.7996e+13 2.99516e+13 3.00843e+13 3.5135e+13 3.0888e+13 2.79693e+13 3.43803e+13 6.44642e+13 9.58907e+13 5.21579e+13 4.55382e+13
threshold=9.5000000000000018 37.503969450000007 55.737027400000009 55.685785750000008 6.0000000000000009 37.318079750000003 37.131181300000009 55.015000000000008 37.475446350000006 55.805000000000007 2.5000000000000004 11.500000000000002 55.805000000000007 55.721784200000009 99.050000000000011 24.500000000000004 70.50500000000001 12.500000000000002 75.000000000000014 69.605000000000004 3.5000000000000004 37.425454150000007 17.500000000000004 20.500000000000004 6.0000000000000009 75.000000000000014 37.46219940000001 55.622114900000007 55.568628050000008 74.615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 10 -10 11 -6 -7 16 15 -9 18 -18 19 -14 -19 22 -22 -24 25 26 -2 28 -28 -30
right_child=1 -3 -4 4 8 12 7 14 9 -11 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-29.569401369943211 862.76505721405363 76.12682154614194 151.35982171928842 -14505.48327943263 -47515.955502619225 -7720.2739506218977 -3002.3303242345009 49286.660235116025 152137.78549107144 -84957.703798828123 17961.57506416976 -3027.158166909413 -49660.936544228833 -1958.1361666614703 122107.6324873047 -47977.946875000001 121178.7040763609 -57174.898110064343 -15921.899850359461 -183799.22352941177 -55954.810701810398 21115.609016248916 43681.346209024647 -19679.913053713564 -2015.4360450212423 -297.26501142719155 16750.832052724149 32839.890529627563 -16601.61153626685 34392.732677801723
leaf_weight=1892492 10690 1740076 316938 892 173 3881 248 369 42 20 792 3793 620 693 50 35 31 170 633 34 208 216 97 372 52593 42812 1528 1828 1275 203
leaf_count=1892492 10690 1740076 316938 892 173 3881 248 369 42 20 792 3793 620 693 50 35 31 170 633 34 208 216 97 372 52593 42812 1528 1828 1275 203
internal_value=0 25.6542 -173.392 -1001.45 -6464.07 -10016.6 5601.92 31151.5 -163.085 75655.4 -1151.05 -4967.79 -13596.2 -21014.7 49808.2 40860.3 -26561.2 -14739.2 -36610.3 -56634.5 -18702.9 -11379 -21746.6 -6575.35 -343.103 1164.59 5196.1 14778.9 3795.72 -9597.65
internal_weight=0 2.18131e+06 441236 124298 13369 8549 1594 702 4820 62 4758 3966 6955 3074 454 404 2381 1094 1287 654 1063 893 677 469 110929 58336 15524 4834 3006 1478
internal_count=4073804 2181312 441236 124298 13369 8549 1594 702 4820 62 4758 3966 6955 3074 454 404 2381 1094 1287 654 1063 893 677 469 110929 58336 15524 4834 3006 1478
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 4 3 6 6 7 6 5 5 6 1 7 4 7 6 6 3 6 6 6 4 4 6 6 6 6
split_gain=3.05632e+11 3.02746e+12 6.81696e+12 2.84832e+13 2.73244e+13 2.04356e+13 3.10053e+13 2.88708e+13 3.3193e+13 2.02531e+13 1.56169e+13 3.30395e+13 2.84801e+13 1.71395e+13 1.41972e+13 2.41972e+13 1.32815e+13 2.70138e+13 1.58334e+13 2.07312e+13 2.37239e+13 3.45269e+13 1.61648e+13 3.39215e+13 2.3508e+13 1.35987e+13 1.31519e+13 3.20963e+13 1.35667e+13 1.51686e+13
threshold=28.601854300000003 54.724612400000005 54.73499850000001 9.5000000000000018 8.5000000000000018 7.5000000000000009 6.5000000000000009 87.395000000000024 69.605000000000004 6.0000000000000009 70.00500000000001 2.5000000000000004 1.5000000000000002 101.02000000000002 20.507515800000004 6.0000000000000009 5.5000000000000009 6.0000000000000009 43.905000000000008 79.710000000000022 1.5000000000000002 74.615000000000009 91.02500000000002 97.020000000000024 6.5000000000000009 2.5000000000000004 125.02000000000002 103.03500000000001 114.05000000000001 104.01000000000001
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 16 14 8 -8 -6 12 -12 -11 -13 15 -7 25 18 -18 20 -20 -22 -21 -24 -25 -3 27 -27 29 -29
right_child=-2 2 -4 -5 9 6 7 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 19 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-585.50569044490874 -2.6007200607285599 56799.983365091466 -457.20900352611079 -2203.1095752088108 5141.0689227262292 -130545.51827101936 -3784.6734375000001 -45070.110026041672 176222.93035156251 26908.404696978829 -5434.4520225443448 76195.206284466913 80342.362273401348 8480.0942929025423 -10277.300308122307 -31914.866332607584 -53772.617968750004 -39354.098109185521 156662.79204545455 -32285.32342379386 18756.709729216203 130975.8357638889 114184.36307010136 53302.404813508067 -28296.894003668069 -3905.9252785398821 -37026.25131684923 39456.210529891308 17771.180411585367 154304.20244565219
leaf_weight=18974 4037405 41 10035 3979 561 42 21 30 20 382 281 102 135 59 58 61 22 67 22 57 115 36 37 62 82 934 97 23 41 23
leaf_count=18974 4037405 41 10035 3979 561 42 21 30 20 382 281 102 135 59 58 61 22 67 22 57 115 36 37 62 82 934 97 23 41 23
internal_value=0 288.474 1240.15 3545.01 10250.3 2225.95 -25573 29477.1 84023.9 20233.2 29061.9 15260.5 40861.2 51380.4 -49849.7 -72133.2 6113.44 19735.9 28879.2 33303.4 59645.9 45510.9 14155.3 28780.2 6836.14 236.606 -1837.72 1505.36 59598.9 96880.2
internal_weight=0 36399 17425 7390 3411 1891 232 71 41 1520 959 442 517 161 161 103 1659 500 433 411 173 151 238 181 144 1159 1118 1021 87 46
internal_count=4073804 36399 17425 7390 3411 1891 232 71 41 1520 959 442 517 161 161 103 1659 500 433 411 173 151 238 181 144 1159 1118 1021 87 46
is_linear=0
shrinkage=0.1


Tree=4881
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 0 6 0 3 6 6 6 4 0 0 0 0 0 6 0 0 0 6 5 7 6 5 0 6 4
split_gain=2.94364e+11 5.10428e+12 9.90179e+12 1.39534e+13 1.2442e+13 9.02677e+12 7.48917e+12 7.42546e+12 7.01262e+12 1.08436e+13 6.89363e+12 8.59503e+12 6.75688e+12 1.04223e+13 1.83472e+13 1.58725e+13 9.86898e+12 1.85331e+13 1.09622e+13 8.74352e+12 3.58937e+13 2.45473e+13 1.98844e+13 1.43418e+13 1.2992e+13 1.17758e+13 1.40126e+13 1.42764e+13 2.78799e+13 1.9911e+13
threshold=37.957884500000006 37.978059650000013 23.500000000000004 93.050000000000011 59.025000000000013 56.685611200000004 30.025000000000002 55.702806750000008 16.500000000000004 64.805000000000021 78.010000000000005 73.41500000000002 3.5000000000000004 55.649510000000014 55.60524465000001 55.660117850000006 55.710673100000008 55.806294650000005 41.990000000000002 55.79439725000001 55.728148450000006 55.801384500000005 68.515000000000015 2.5000000000000004 6.0000000000000009 83.010000000000005 3.5000000000000004 55.834019500000004 100.05000000000001 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 5 4 6 12 -4 -8 9 -6 11 -11 13 14 -2 -15 18 -18 -17 20 -14 22 -21 -24 -22 -23 27 28 -27 -29
right_child=1 -3 3 -5 8 -7 7 -9 -10 10 -12 -13 19 15 -16 16 17 -19 -20 21 24 25 23 -25 -26 26 -28 29 -30 -31
leaf_value=44.159213244796383 4770.3482928145559 -6.810923474458793 -58416.300224609375 -42747.974797834439 49362.855348205572 35431.640653548704 8592.3858713020873 -9829.0025598064749 42217.433200836182 3408.6904651988643 20518.035937993216 -60425.996065398191 -1852.9187015035795 80449.119932432441 -90034.241826923084 -76061.847859375004 47013.999089762372 -10369.25678964291 12938.595728326614 10869.428264489714 -15376.685708654601 -3610.126562652903 10976.558443509617 86648.210926339292 -52969.765097454903 25463.995578835227 -40466.185629734857 83766.19522569445 158662.20511363636 -13899.908292289401
leaf_weight=1101410 95 2956684 20 57 64 62 768 306 128 66 99 31 7719 37 26 25 120 106 31 363 1759 3393 39 70 97 55 33 27 22 92
leaf_count=1101410 95 2956684 20 57 64 62 768 306 128 66 99 31 7719 37 26 25 120 106 31 363 1759 3393 39 70 97 55 33 27 22 92
internal_value=0 -16.363 -1814.11 5804.04 7671.43 -2641.46 2214.76 3343.83 23057 13624.1 1954.35 -16992.1 -2808.76 9388.63 -15600.9 18867.4 10787.5 20099.7 -26793.7 -3201.39 -4855.18 666.464 22116.7 59573 -17341.4 -2128.81 19819.2 29969.3 63520.6 8259.63
internal_weight=0 2.97239e+06 15710 1539 1482 14171 1094 1074 388 260 196 97 14109 440 121 319 282 226 56 13669 9575 4094 472 109 1856 3622 229 196 77 119
internal_count=4073804 2972394 15710 1539 1482 14171 1094 1074 388 260 196 97 14109 440 121 319 282 226 56 13669 9575 4094 472 109 1856 3622 229 196 77 119
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=31
num_cat=0
split_feature=2 6 6 6 1 3 4 3 4 6 6 0 5 5 4 4 4 0 3 3 4 6 2 6 0 3 0 0 1 1
split_gain=2.82493e+11 2.03629e+12 1.01601e+13 1.49541e+13 2.16611e+13 1.82777e+13 5.27613e+13 2.09051e+13 3.20021e+13 2.37887e+13 2.12136e+13 2.98805e+13 4.67308e+13 3.76996e+13 5.36507e+13 3.36968e+13 3.02429e+13 2.5973e+13 2.6692e+13 4.53961e+13 2.05959e+13 2.57208e+13 2.58634e+13 5.51247e+13 1.96716e+13 1.95642e+13 1.95456e+13 3.42678e+13 2.66352e+13 3.45346e+13
threshold=915.50000000000011 79.015000000000015 81.705000000000013 83.010000000000005 37.768783500000005 14.500000000000002 16.500000000000004 1.5000000000000002 15.500000000000002 82.905000000000015 82.00500000000001 55.667390500000003 3.5000000000000004 2.5000000000000004 23.500000000000004 9.5000000000000018 18.500000000000004 55.791814000000009 7.5000000000000009 5.5000000000000009 19.500000000000004 82.905000000000015 75.000000000000014 82.00500000000001 55.82518790000001 11.500000000000002 55.685785750000008 55.696737300000009 37.563506350000004 37.618684050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 10 17 16 13 14 24 -15 -12 26 19 -19 -8 22 -22 -24 -13 -20 28 -28 -9 -30
right_child=-2 2 3 -5 -6 6 20 9 -10 -11 11 12 -14 15 -16 -17 -18 18 25 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=112.72525127384839 -11.780381439136926 -3182.8809904061231 68946.061428062952 -439.17936993367903 -5111.759433459114 150474.30363769532 -17380.468540625003 -11008.320596749443 -56719.017125000006 -13089.208975301108 -24863.73087915665 96880.013860887091 -92615.166099330352 124429.30721413351 -110063.26569181745 41289.899232920405 69620.329820884144 -28986.937572180708 -85391.330779157375 59375.34175551471 -688.43024564302891 70308.536610536321 159106.01515625001 -4524.2639374999999 -28471.864006696429 -8669.7052201704555 160543.0824404762 24773.838216597946 94810.961018105154 -3906.8250482253093
leaf_weight=619387 3394471 11409 107 43867 1360 32 125 392 25 600 195 31 28 55 38 429 41 184 84 85 260 111 35 50 21 55 21 162 63 81
leaf_count=619387 3394471 11409 107 43867 1360 32 125 392 25 600 195 31 28 55 38 429 41 184 84 85 260 111 35 50 21 55 21 162 63 81
internal_value=0 58.8639 -497.654 133.529 5513.19 9878.72 25465.5 6336 45145.9 4338.77 9660.29 21709.7 33532.8 39686.3 -19744.8 50737.6 -8449.13 700.749 -19452 -1065.77 18580.4 28438.1 14966.7 62852.9 46257.1 -55033.9 12136.5 40353.9 2502.57 39282.2
internal_weight=0 679333 59946 48537 4670 3310 613 2697 132 2565 1965 838 602 574 90 484 236 1127 408 269 581 456 345 85 52 139 719 183 536 144
internal_count=4073804 679333 59946 48537 4670 3310 613 2697 132 2565 1965 838 602 574 90 484 236 1127 408 269 581 456 345 85 52 139 719 183 536 144
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=31
num_cat=0
split_feature=3 0 6 6 6 6 1 3 6 6 4 1 6 4 6 4 3 6 6 1 4 6 3 1 4 0 6 4 0 6
split_gain=2.76031e+11 2.37991e+12 4.55288e+12 1.40277e+13 3.2901e+13 1.52087e+13 3.43066e+13 3.36888e+13 1.33224e+13 1.60915e+13 1.71294e+13 1.30416e+13 8.51294e+12 1.42733e+13 1.23137e+13 1.19594e+13 2.10941e+13 8.17801e+12 2.32443e+13 9.52653e+12 3.16362e+12 2.95488e+12 9.62444e+12 5.63406e+12 6.22301e+12 3.22955e+12 2.90266e+12 2.50114e+12 2.0327e+12 6.09014e+12
threshold=17.500000000000004 44.685196900000008 68.00500000000001 77.010000000000005 81.705000000000013 101.02000000000002 39.718675700000013 19.500000000000004 108.05000000000001 120.05000000000001 23.500000000000004 39.873894000000007 55.805000000000007 24.500000000000004 44.820000000000007 23.500000000000004 19.500000000000004 59.815000000000005 62.995000000000012 39.749243900000003 21.500000000000004 38.405000000000008 21.500000000000004 39.735861600000007 20.500000000000004 44.046956350000009 34.905000000000008 20.500000000000004 45.029425500000009 66.010000000000005
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 12 -4 -5 6 -6 20 -7 11 -11 -10 14 17 21 16 27 -14 -19 -20 -8 22 23 24 26 -23 -2 -16 29 -3
right_child=1 28 3 4 5 8 7 -9 9 10 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0281027708213912 2675.9594496783088 -593.32478866577151 -70392.592929687511 116453.73821044923 45243.57080078125 57122.715672433042 -167823.78488991479 3183.2555588942309 -109632.36419270834 -19754.762080792687 88066.81276324729 -4255.5970108695656 100332.46798828126 -42927.369433593754 -31021.295525568185 -104716.00654761906 62412.244957386371 -62314.097392578122 25228.133723958337 118676.80753906252 -112870.946171875 49297.653732638893 42654.646642736487 -42805.154172207447 -37636.204157366075 4536.983784179688 50686.914277343749 -76834.60220102164 -171.52545284502611 7388.6457453756539
leaf_weight=3927269 34 2912 40 20 28 35 22 26 24 41 23 23 20 24 22 21 22 20 24 20 20 27 37 47 28 40 20 26 141466 1423
leaf_count=3927269 34 2912 40 20 28 35 22 26 24 41 23 23 20 24 22 21 22 20 24 20 20 27 37 47 28 40 20 26 141466 1423
internal_value=0 -134.758 -5814.67 -15234.3 -6813.17 -17000.5 -47916.2 -86276.1 3327.61 -13634.8 18993.6 -58065 770.347 25084.5 -7334.36 -38529 -18672.8 44516.4 27073.9 67704.8 -141656 4848.94 -2305.5 -15201 620.819 22574.9 20457.8 -55836.8 -106.163 2026.82
internal_weight=0 146535 734 302 262 242 96 68 146 111 64 47 432 108 324 91 70 84 64 44 42 233 166 129 82 67 54 48 145801 4335
internal_count=4073804 146535 734 302 262 242 96 68 146 111 64 47 432 108 324 91 70 84 64 44 42 233 166 129 82 67 54 48 145801 4335
is_linear=0
shrinkage=0.1


Tree=4884
num_leaves=31
num_cat=0
split_feature=4 1 3 6 3 6 3 0 0 3 7 6 6 6 0 4 4 6 4 6 0 4 6 6 4 3 3 7 0 6
split_gain=2.85265e+11 2.19206e+12 3.63456e+12 3.09862e+12 6.78822e+12 1.40355e+13 1.34169e+13 2.55515e+13 1.50957e+13 7.63143e+12 1.05215e+13 6.38316e+12 6.01617e+12 1.04362e+13 7.87325e+12 8.97358e+12 8.35056e+12 7.84416e+12 7.00134e+12 6.72742e+12 6.4564e+12 5.94611e+12 5.91443e+12 4.51775e+12 8.23017e+12 4.83161e+13 5.74003e+13 1.99749e+13 5.48783e+12 4.43833e+12
threshold=9.5000000000000018 20.507515800000004 10.500000000000002 77.010000000000005 2.5000000000000004 91.02500000000002 3.5000000000000004 54.707511300000007 54.724612400000005 5.5000000000000009 6.0000000000000009 78.010000000000005 63.705000000000005 67.445000000000007 54.707511300000007 12.500000000000002 15.500000000000002 54.410000000000004 10.500000000000002 59.025000000000013 54.73499850000001 12.500000000000002 50.410000000000004 71.030000000000015 12.500000000000002 6.5000000000000009 5.5000000000000009 6.0000000000000009 54.724612400000005 72.50500000000001
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 12 5 -5 7 -6 -9 10 -8 -11 17 14 16 -16 18 22 -14 -19 -21 -7 -2 24 25 26 -15 -26 -25 -30
right_child=1 -3 -4 4 6 21 9 8 -10 11 -12 -13 13 23 15 -17 -18 19 -20 20 -22 -23 -24 28 27 -27 -28 -29 29 -31
leaf_value=-28.40966768627904 3169.8096222473505 18.479215720263142 -2571.6862826702641 8075.3660068796644 -11936.149254261363 -87146.558937872032 -31288.458220796132 126353.83306949014 20708.144605654765 54002.149869791669 14900.186063508065 10449.815218572099 -5642.8721158114349 20715.932904411766 -70379.810273836105 -935.33998046875013 -19767.593686375476 30969.893626862406 42498.963823666782 11246.197162763723 -39302.059837962959 -25184.493975105932 -23263.57001065341 8112.735865832914 -57260.194070870537 -24264.37954654948 234216.713046875 3549.0357681184487 -51289.415165441176 -12250.606107484415
leaf_weight=1892492 2221 2173083 1632 201 44 21 105 38 21 36 93 516 88 34 49 30 264 183 46 394 27 59 88 124 56 75 20 1527 34 203
leaf_count=1892492 2221 2173083 1632 201 44 21 105 38 21 36 93 516 88 34 49 30 264 183 46 394 27 59 88 124 56 75 20 1527 34 203
internal_value=0 24.648 1653.69 2698.98 7455.84 -6024.25 11896.5 45739.1 88751.1 7248.81 -9593.79 13290.2 1711.56 -1835.3 -15171.8 -44008.5 -9447.9 4816.44 10883.4 14962.5 8004.38 -41449.5 2162.39 1233.44 3377.13 27665.5 99790.3 1397.86 -8932.78 -17851.1
internal_weight=0 2.18131e+06 8229 6597 1134 281 853 103 59 750 198 552 5463 2550 477 79 398 2913 134 604 421 80 2309 2073 1712 129 54 1583 361 237
internal_count=4073804 2181312 8229 6597 1134 281 853 103 59 750 198 552 5463 2550 477 79 398 2913 134 604 421 80 2309 2073 1712 129 54 1583 361 237
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=31
num_cat=0
split_feature=1 7 2 4 0 6 3 0 4 6 6 5 4 6 2 3 6 4 4 6 3 6 3 6 6 0 3 4 4 3
split_gain=2.73404e+11 1.27112e+12 3.12472e+12 1.39438e+13 7.28709e+12 4.44999e+12 4.81618e+12 3.07889e+12 2.93031e+12 2.71157e+12 5.6024e+12 2.41108e+12 2.33517e+12 2.87285e+12 2.1692e+12 2.31617e+12 1.93695e+12 4.02879e+12 3.48453e+12 3.29114e+12 2.41831e+12 1.86812e+12 2.83742e+12 6.30083e+12 4.6134e+12 3.28806e+12 1.64453e+12 2.93416e+12 1.63013e+12 1.58165e+12
threshold=113.48479755000001 6.0000000000000009 7912.5000000000009 15.500000000000002 51.768991500000006 42.205000000000005 2.5000000000000004 52.02416370000001 16.500000000000004 66.010000000000005 91.02500000000002 1.5000000000000002 9.5000000000000018 104.01000000000001 4046.5000000000005 3.5000000000000004 52.330000000000005 12.500000000000002 11.500000000000002 58.995000000000012 8.5000000000000018 86.920000000000016 9.5000000000000018 74.015000000000015 75.010000000000005 61.78914120000001 3.5000000000000004 9.5000000000000018 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 14 3 5 26 -3 -7 -6 -5 16 21 -10 13 -12 15 -2 -9 18 -18 -19 -21 22 23 25 -24 -11 27 -4 -25 -16
right_child=1 2 4 8 7 6 -8 9 11 10 12 -13 -14 -15 29 -17 17 19 -20 20 -22 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=-2.0844303257623404 -2012.4678845635776 9601.6179687500007 -26447.70421769426 -47117.652657948376 18591.806235785232 20404.209326171876 83346.193548387091 -1870.0164339868647 -26598.322401083671 10010.187906044408 -6640.6970312499998 10981.789543071547 1666.1116319444445 -60239.699960937505 335.10500586117467 36203.252304687507 -11814.377494636912 -24225.098088191109 -42940.86543351716 41327.994658954325 814.00288660386036 41842.640675951086 -3072.4114697265627 -28292.075574311755 60810.984059495189 57915.026766304349 -26390.733779488361 15636.340800781252 1666.9012176513672 5946.7155743277326
leaf_weight=4047600 29 29 37 23 76 20 31 608 31 38 20 38 36 20 24012 35 122 26 51 26 34 23 20 42 26 23 153 30 32 513
leaf_count=4047600 29 29 37 23 76 20 31 608 31 38 20 38 36 20 24012 35 122 26 51 26 34 23 20 42 26 23 153 30 32 513
internal_value=0 321.971 -2395.68 10344.9 -3914.3 40878.3 58663.1 -900.313 -16205.9 -2191.86 6363.92 -5902.03 -16810.9 -33440.2 500.466 18886.8 -4954.97 -12196.9 -20990.4 5492.46 18370.1 14997.7 11586.4 4277.83 33035.6 28072.7 -20669.4 -7604.1 -15336.8 452.485
internal_weight=0 26204 1615 172 1443 80 51 1223 92 1147 280 69 76 40 24589 64 867 259 173 86 60 204 181 135 46 61 220 67 74 24525
internal_count=4073804 26204 1615 172 1443 80 51 1223 92 1147 280 69 76 40 24589 64 867 259 173 86 60 204 181 135 46 61 220 67 74 24525
is_linear=0
shrinkage=0.1


Tree=4886
num_leaves=31
num_cat=0
split_feature=1 1 6 6 0 6 3 0 6 3 0 0 0 6 6 6 4 3 6 3 3 7 4 6 6 0 6 6 4 0
split_gain=2.84404e+11 2.38923e+12 1.93241e+13 4.96645e+13 1.5245e+13 1.36676e+13 9.34022e+12 1.53671e+13 1.19069e+13 1.02338e+13 6.0583e+12 5.94287e+12 1.52836e+13 8.91968e+12 8.77099e+12 6.93768e+12 6.43686e+12 4.75497e+12 8.75908e+12 1.00621e+13 1.09448e+13 6.13103e+12 4.45213e+12 4.36022e+12 5.32128e+12 4.31683e+12 4.08531e+12 4.03914e+12 5.59947e+12 3.78675e+12
threshold=82.971668900000012 82.973036600000015 82.905000000000015 74.615000000000009 55.034466500000008 86.030000000000015 2.5000000000000004 55.026775150000006 87.015000000000015 7.5000000000000009 55.080855950000007 54.947759400000002 54.992080650000005 32.805000000000007 60.005000000000003 57.005000000000003 17.500000000000004 16.500000000000004 70.00500000000001 6.5000000000000009 5.5000000000000009 6.0000000000000009 5.5000000000000009 39.005000000000003 41.365000000000002 55.026775150000006 32.805000000000007 41.990000000000002 17.500000000000004 55.007293000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 -9 11 13 15 -2 16 -13 25 18 23 20 -20 -21 -12 -15 -25 -14 -24 28 -26 -16
right_child=1 -3 5 4 -6 6 7 9 -10 -11 22 12 14 17 29 -17 -18 -19 19 21 -22 -23 26 24 27 -27 -28 -29 -30 -31
leaf_value=10.567526716506014 15840.750779879389 -30.569176123117813 -34839.888199549394 70966.371298363098 5705.9146992187507 1225.6121462264152 -2688.8313539858218 -53803.065545550853 91779.817421875006 564.11443917410713 22687.174834735579 20071.130656530502 -7366.8442045960246 -11027.907667921556 -40745.579712433515 65025.03480282738 -17905.533711088905 -13036.933586591951 -18770.060156250001 43602.577209051728 43934.4963694853 -5043.6491287294239 -64160.68328125 1208.9850653664755 -14102.442609419706 7110.3077564072173 -16790.869836365648 -2491.1161305888331 3413.4307043901822 -9846.130669829603
leaf_weight=3512022 285 545619 254 126 50 53 486 118 20 49 26 188 237 538 47 42 129 382 35 29 136 243 20 3785 699 1573 203 5909 247 254
leaf_count=3512022 285 545619 254 126 50 53 486 118 20 49 26 188 237 538 47 42 129 382 35 29 136 243 20 3785 699 1573 203 5909 247 254
internal_value=0 -66.0637 -1264.26 -385.8 52426.5 -14874.2 -7888.9 -11681.3 26035 -37851 -1005.17 -744.191 3731.67 -1643.88 1211.07 28280.1 3676.51 -2059.04 -1698.18 12092.6 31100.2 142.897 -16473.5 -2244.72 -1800.61 5214.68 -21039.3 -3462.36 -9529.06 -14671
internal_weight=0 561782 16163 15183 176 980 726 653 73 167 15007 14758 2470 12288 2240 230 1939 12003 11621 443 171 272 249 11178 10640 1810 223 6855 946 301
internal_count=4073804 561782 16163 15183 176 980 726 653 73 167 15007 14758 2470 12288 2240 230 1939 12003 11621 443 171 272 249 11178 10640 1810 223 6855 946 301
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=31
num_cat=0
split_feature=6 3 1 1 1 1 0 4 5 5 6 6 5 0 1 6 1 1 1 1 1 2 1 0 0 0 4 6 4 5
split_gain=2.63276e+11 2.92839e+12 1.6883e+13 3.06359e+13 1.51158e+13 1.17913e+13 5.07295e+13 1.11741e+13 1.35287e+13 2.12266e+13 1.56439e+13 1.02514e+13 1.44698e+13 2.74548e+13 4.97737e+13 1.61887e+13 1.57737e+13 2.6897e+13 1.96858e+13 1.75299e+13 4.82429e+13 1.37854e+13 1.43283e+13 1.31448e+13 1.14568e+13 2.71035e+13 1.53347e+13 1.62381e+13 1.33654e+13 1.1615e+13
threshold=102.04000000000001 1.5000000000000002 30.452677500000004 30.345769800000003 30.624707450000006 30.330566300000005 59.939085000000013 14.500000000000002 4.5000000000000009 3.5000000000000004 114.05000000000001 156.15000000000003 2.5000000000000004 44.685196900000008 39.749243900000003 142.05000000000004 39.763755750000009 39.044653900000007 45.126607350000008 37.978059650000013 37.374856000000008 2851.5000000000005 45.71452080000001 47.319699650000011 52.02416370000001 47.267650700000011 5.5000000000000009 189.00000000000003 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 5 -4 -2 -7 8 9 10 -5 12 13 14 -6 -14 17 19 23 20 -17 -15 -23 -18 25 26 -13 -28 -27 -26
right_child=1 -3 4 7 11 6 -8 -9 -10 -11 -12 24 15 21 -16 16 18 -19 -20 -21 -22 22 -24 -25 29 28 27 -29 -30 -31
leaf_value=4.181125713586189 5317.5346184185191 -10.724456485619299 -63610.204947916667 104817.51215080492 201066.75472470239 47497.617250000003 -166176.21855468751 111491.17346484376 95817.676403808597 -37024.678185096156 8165.0309857536768 12892.002544537414 -4981.9405436547368 -30713.845691133392 6328.8506473214293 -82936.355374999999 -149721.51515299481 106429.35706845239 -26285.31397194376 -74378.468973214287 109845.63859953704 70078.084355945117 461.71357905549826 -49673.064116379312 -920.61168504874377 -16328.196972656251 -85976.985546875003 -2705.2719245569033 -115048.01436767579 24023.825320102202
leaf_weight=3966508 710 99735 42 33 21 25 20 25 32 39 34 301 4745 85 35 25 24 21 196 35 27 41 106 29 347 24 36 67 32 404
leaf_count=3966508 710 99735 42 33 21 25 20 25 32 39 34 301 4745 85 35 25 24 21 196 35 27 41 106 29 347 24 36 67 32 404
internal_value=0 -154.567 -2051.96 10659.5 -3808.56 2171.35 -47468.5 49975.9 38831.8 21628.6 55770 -3428.07 -5296.01 16511.7 79355.6 -6527.02 -27063.2 4853.64 -40906.7 -19664.6 17162 1342.53 19878.5 -94978 4885.9 -7542.05 1495.22 -31809.9 -72739.5 12498.2
internal_weight=0 107296 7561 918 6643 755 45 163 138 106 67 6601 5390 288 56 5102 357 108 249 87 52 232 147 53 1211 460 404 103 56 751
internal_count=4073804 107296 7561 918 6643 755 45 163 138 106 67 6601 5390 288 56 5102 357 108 249 87 52 232 147 53 1211 460 404 103 56 751
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=31
num_cat=0
split_feature=2 6 4 4 0 0 5 0 4 3 5 3 6 4 4 0 3 0 6 4 0 1 1 1 3 6 4 0 3 3
split_gain=2.61478e+11 3.96457e+12 8.19207e+12 2.52444e+13 7.52006e+13 2.43116e+13 1.83257e+13 2.40665e+13 2.7235e+13 1.83188e+13 1.89934e+13 1.73012e+13 4.16874e+13 1.3753e+13 1.35046e+13 1.76379e+13 2.90516e+13 2.73833e+13 2.45699e+13 2.023e+13 1.92506e+13 1.30256e+13 1.29966e+13 2.86083e+13 1.91677e+13 1.71721e+13 2.21198e+13 1.4401e+13 1.19118e+13 1.13694e+13
threshold=36.000000000000007 95.045000000000016 20.500000000000004 21.500000000000004 55.81943720000001 55.685785750000008 2.5000000000000004 55.834019500000004 29.500000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 98.020000000000024 23.500000000000004 17.500000000000004 55.728148450000006 10.500000000000002 55.60524465000001 106.49500000000002 19.500000000000004 55.633951400000008 37.631035900000008 37.682335600000009 37.702956500000006 19.500000000000004 100.05000000000001 23.500000000000004 55.721784200000009 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 -1 14 4 5 -4 7 8 -5 10 13 12 -12 -8 -3 16 20 -18 21 -20 -16 -17 28 24 -24 26 -25 -28 -11 -14
right_child=-2 2 3 6 -6 -7 9 -9 -10 22 11 -13 29 -15 15 18 17 -19 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-145.52490821087537 7.0190524495096982 3085.8453143207821 -42281.252285571813 183387.636015625 -215012.51875000002 87139.116899181565 96718.198339843759 -3076.427805739183 23829.490285326086 -22233.332957539416 -131452.20063657407 52386.541491168478 -24952.697325430978 25907.762232971192 125657.80291951497 43540.730266584433 -53971.890364583342 53554.187375000009 -91269.829430259153 10718.924493243243 41304.555944430445 -20513.588019353694 44004.933471040575 -98528.6682355183 -44590.588085937503 12480.300143045775 53639.648593750004 -29501.656460937505 1402.1552574714783 23483.440587797621
leaf_weight=284314 3783399 3446 47 20 22 21 32 52 23 660 27 46 90 192 48 114 45 50 41 37 62 44 191 41 28 142 25 125 315 105
leaf_count=284314 3783399 3446 47 20 22 21 32 52 23 660 27 46 90 192 48 114 45 50 41 37 62 44 191 41 28 142 25 125 315 105
internal_value=0 -91.4443 2432.91 -2437.37 -54306.4 -2313.2 -229.132 42693.2 98042.6 -2248.76 14532.2 -3430.63 -14996.4 36023.5 5194.45 21671.2 43128.9 2620.78 3032.13 -42890.5 78113.2 25702.8 -7655.6 4605.47 32677.7 -13856.4 -33436.6 -15644.8 -14597.3 1128.3
internal_weight=0 290405 6091 2204 90 68 2114 95 43 2019 492 268 222 224 3887 441 205 95 236 78 110 158 1527 552 219 333 191 150 975 195
internal_count=4073804 290405 6091 2204 90 68 2114 95 43 2019 492 268 222 224 3887 441 205 95 236 78 110 158 1527 552 219 333 191 150 975 195
is_linear=0
shrinkage=0.1


Tree=4889
num_leaves=31
num_cat=0
split_feature=2 0 0 0 4 4 1 7 6 6 1 1 0 1 6 1 0 1 4 1 0 1 4 4 1 3 1 1 4 6
split_gain=2.54663e+11 1.95874e+12 1.8281e+12 1.5461e+13 4.93977e+13 9.40412e+13 1.89212e+14 2.60667e+14 1.2137e+14 9.59091e+13 7.77088e+13 9.55606e+13 4.47272e+13 4.30726e+13 4.86305e+13 4.45324e+13 9.88751e+13 4.19671e+13 4.03608e+13 5.0669e+13 1.14003e+14 1.00344e+14 6.44798e+13 5.58296e+13 8.39522e+13 7.84535e+13 6.56985e+13 8.73874e+13 6.89853e+13 1.08774e+14
threshold=915.50000000000011 56.802121050000004 55.753967500000009 55.737027400000009 16.500000000000004 17.500000000000004 37.780517050000007 6.0000000000000009 87.015000000000015 43.205000000000005 37.755233900000007 37.517483500000004 55.743464250000009 37.543519500000009 37.995000000000012 37.755233900000007 55.749683450000006 37.488790500000007 12.500000000000002 37.600779750000008 55.743464250000009 37.374856000000008 14.500000000000002 13.500000000000002 37.682335600000009 6.5000000000000009 37.631035900000008 37.649344350000007 15.500000000000002 65.805000000000021
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 3 -1 18 6 7 8 12 -9 11 -11 -6 17 -15 16 -16 -14 -5 20 -20 -22 -23 24 25 -21 28 -28 -25 -30
right_child=-2 -3 -4 4 5 -7 -8 9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 23 21 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=17.59268586696021 -11.185064163262592 -24306.533834457397 -127.12995733339258 3416.6034509892811 13488.055393671659 4027.4548088569954 -482.38922848348312 -52890.898934444311 -238241.14325000002 -307159.74791666667 -351719.14000000001 -111864.04772306744 -20936.003543333023 39210.498770680148 -300120.81471354165 22503.080398995538 -76277.906392195422 114411.56930338543 -6571.5075699663766 193872.4926133453 -69668.718503981378 54936.99940313222 133586.39275486904 -41690.66509773345 1802.0196867028062 30700.83894599781 175332.25996685607 11110.775344700472 60803.51523508472 -122274.1434375
leaf_weight=349354 3394471 33 300466 10988 359 9717 3551 124 25 30 20 152 504 34 24 28 111 24 395 61 52 392 142 506 147 57 33 1792 172 40
leaf_count=349354 3394471 33 300466 10988 359 9717 3551 124 25 30 20 152 504 34 24 28 111 24 395 61 52 392 142 506 147 57 33 1792 172 40
internal_value=0 55.8892 57.0727 203.17 2402.36 -1701.38 -12866.1 -43510.2 -20402.3 -122120 -164616 -144056 -15378.4 -29672.2 -69576.2 -92267.9 -116072 -14783.8 6485.55 15385.4 34950.1 62938.2 75851.3 8550.32 52230.4 115052 3998.52 14080.3 -21627.1 26260.6
internal_weight=0 679333 679300 378834 29480 14703 4986 1435 1109 326 202 182 1084 725 197 163 135 528 14777 3789 981 586 534 2808 265 118 2543 1825 718 212
internal_count=4073804 679333 679300 378834 29480 14703 4986 1435 1109 326 202 182 1084 725 197 163 135 528 14777 3789 981 586 534 2808 265 118 2543 1825 718 212
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=31
num_cat=0
split_feature=2 5 6 6 1 0 4 1 0 1 4 1 1 4 1 3 3 6 4 0 0 3 0 0 6 4 1 0 0 4
split_gain=2.95535e+11 3.89005e+12 1.46702e+13 5.71425e+13 5.74457e+13 5.3595e+13 3.94231e+13 4.75401e+13 7.59938e+13 6.67825e+13 4.39985e+13 1.14055e+14 3.49175e+13 5.56042e+13 5.12813e+13 4.34137e+13 3.7606e+13 3.32747e+13 3.08034e+13 5.48913e+13 3.92774e+13 3.01379e+13 2.64868e+13 6.77273e+13 6.15489e+13 6.31767e+13 3.97982e+13 4.99851e+13 6.02623e+13 4.2943e+13
threshold=36.000000000000007 2.5000000000000004 69.605000000000004 70.50500000000001 37.873748150000004 55.910578700000009 10.500000000000002 37.729575300000008 55.702806750000008 37.702956500000006 9.5000000000000018 37.517483500000004 37.586700500000006 6.5000000000000009 37.631035900000008 3.5000000000000004 5.5000000000000009 72.020000000000024 7.5000000000000009 55.775215600000003 55.633951400000008 9.5000000000000018 55.749683450000006 55.728148450000006 82.905000000000015 24.500000000000004 37.442254400000003 55.667390500000003 55.520061350000013 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 18 5 6 7 9 -9 10 12 -12 -5 -14 -15 -16 -17 -11 19 20 -4 -6 23 26 25 -25 27 28 -8 -28
right_child=-2 -3 3 4 21 -7 22 8 -10 17 11 -13 13 14 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=264.71674222702268 7.4621707076312296 -774.64381675266168 -47918.193750000006 986.0537715951192 -193445.2072775136 -114887.4400341797 134300.16307010138 175162.54868607956 -32266.390768914473 -37335.792596726191 -219252.65838758682 15179.955775669643 28305.973595861487 -131580.49238995809 -128807.71217447918 122166.34432812501 -48040.940321180562 -202620.71188712286 -18170.393000847173 48385.236640625 -237666.21029459636 -25598.971093750002 11668.164548992176 -7929.3026715472042 -224019.70750000002 -148737.38749047258 -63362.392738381415 80288.131256300418 2609.3081817894181 -1183.955366099332
leaf_weight=215872 3783399 65615 20 776 23 40 37 33 38 21 36 49 74 82 24 25 27 29 1534 20 24 20 2777 143 20 41 117 124 571 2193
leaf_count=215872 3783399 65615 20 776 23 40 37 33 38 21 36 49 74 82 24 25 27 29 1534 20 24 20 2777 143 20 41 117 124 571 2193
internal_value=0 -97.2172 100.52 -3874.08 -134.017 546.958 1184.98 -15254.7 64144.2 -20186.7 -15016.8 -84109.2 -9190.59 -43229.7 -76733.7 -17557 33789.5 -133201 -21006.3 -88978.9 -151417 -115377 4498.57 -1635.11 -57414.3 -39305 2105.5 22424.5 10623.4 -4333.25
internal_weight=0 290405 224790 8918 7320 7277 7237 1214 71 1143 1093 85 1008 232 158 76 52 50 1598 64 44 43 6023 3246 204 184 3042 732 608 2310
internal_count=4073804 290405 224790 8918 7320 7277 7237 1214 71 1143 1093 85 1008 232 158 76 52 50 1598 64 44 43 6023 3246 204 184 3042 732 608 2310
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=31
num_cat=0
split_feature=6 3 6 4 4 0 6 4 4 2 0 0 1 0 0 3 3 1 0 5 0 1 1 1 5 3 6 6 0 5
split_gain=2.61523e+11 2.80925e+12 3.58202e+12 5.53675e+12 3.48022e+12 4.45448e+12 7.00046e+12 6.75559e+12 8.63174e+12 1.07476e+13 1.06812e+13 1.10064e+13 7.35136e+12 7.49514e+12 1.15703e+13 8.68857e+12 6.91674e+12 6.4609e+12 6.13292e+12 6.04185e+12 5.8188e+12 9.35789e+12 8.84242e+12 5.93077e+12 5.78116e+12 5.69282e+12 7.99242e+12 1.71638e+13 6.9711e+12 5.59812e+12
threshold=31.005000000000006 1.5000000000000002 30.985000000000003 24.500000000000004 8.5000000000000018 55.462387050000011 25.305000000000003 17.500000000000004 10.500000000000002 9651.0000000000018 54.962581500000006 54.945424150000001 83.015546400000019 55.046782850000007 55.050541250000002 5.5000000000000009 6.5000000000000009 83.000013850000016 55.02095400000001 1.5000000000000002 43.687280500000007 39.723160900000003 39.908802000000009 39.873894000000007 4.5000000000000009 10.500000000000002 29.015000000000004 28.005000000000006 43.6005307 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 -3 6 29 8 9 -8 11 19 13 -11 15 -15 -17 -12 -14 20 21 -10 23 25 -7 26 27 28 -23 -6
right_child=-2 2 3 -5 5 24 7 -9 10 12 17 -13 18 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-766.85095948153742 6.867509378400829 644.96631561233289 -880.21674598417383 11029.319902634985 669.21954210854597 480.85398812826634 -3463.7238523395663 1252.646753879271 -28755.281627668417 6853.4219290998553 -13200.683318898802 38359.738243103027 -12518.10358973423 12817.726817042854 3725.954304823148 -28860.050595269837 1947.9480653743155 3993.2557020288587 9383.6881282261438 45567.197968749999 -2329.6787334484611 -65147.283593750006 -40003.897656250003 52703.738942307689 -47620.537265625004 39896.625244140625 -34798.304934895838 69632.523245146775 7095.3818761488983 27199.197192382813
leaf_weight=50691 3794999 100388 42255 394 13739 45237 9244 5222 228 2821 2024 64 535 93 1180 293 97 245 168 25 3503 22 47 26 25 32 60 33 34 80
leaf_count=50691 3794999 100388 42255 394 13739 45237 9244 5222 228 2821 2024 64 535 93 1180 293 97 245 168 25 3503 22 47 26 25 32 60 33 34 80
internal_value=0 -93.4782 56.1572 -770.194 246.183 -224.369 -995.869 -1962.64 -2770.88 -1419.46 -5845.49 -2783.03 2223.71 3714.35 -1610.56 -14648 -21197.5 -11344.1 -7284.1 -3439.68 -3747.12 -14048.6 -847.308 8043.32 454.286 1628.01 -6590.75 12425.6 -21285.7 822.805
internal_weight=0 278805 228114 42649 185465 85077 39815 25996 20774 14431 6343 4074 5187 4484 1663 483 390 2269 703 4010 3985 482 254 207 45262 181 149 89 56 13819
internal_count=4073804 278805 228114 42649 185465 85077 39815 25996 20774 14431 6343 4074 5187 4484 1663 483 390 2269 703 4010 3985 482 254 207 45262 181 149 89 56 13819
is_linear=0
shrinkage=0.1


Tree=4892
num_leaves=31
num_cat=0
split_feature=4 0 7 1 1 4 4 0 1 6 6 6 3 5 5 6 0 3 1 3 3 3 4 6 6 6 4 0 6 6
split_gain=2.87913e+11 2.74177e+12 6.01533e+12 9.64738e+12 1.39126e+13 1.88565e+13 1.32142e+13 1.1589e+13 1.45368e+13 1.06408e+13 9.9566e+12 1.37941e+13 9.71199e+12 1.15533e+13 9.56544e+12 9.17755e+12 8.81269e+12 9.39907e+12 9.07688e+12 1.73096e+13 8.60484e+12 1.42276e+13 8.53066e+12 8.25433e+12 8.2322e+12 9.39574e+12 9.13156e+12 1.03464e+13 1.46498e+13 1.04084e+13
threshold=19.500000000000004 60.042359000000012 6.0000000000000009 30.330566300000005 30.277905650000005 21.500000000000004 22.500000000000004 60.064438250000002 30.303340300000002 74.015000000000015 56.205000000000005 75.605000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 67.91500000000002 60.064438250000002 15.500000000000002 30.157841000000001 6.5000000000000009 18.500000000000004 9.5000000000000018 24.500000000000004 99.050000000000011 37.705000000000005 37.310000000000009 25.500000000000004 60.05226170000001 38.205000000000005 79.710000000000022
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 3 4 16 12 15 10 -9 14 -8 -12 -6 -14 -5 -7 17 -3 19 -18 21 -13 -20 -11 25 -4 27 29 -29 -26
right_child=1 2 24 9 5 6 7 8 -10 23 11 20 13 -15 -16 -17 18 -19 22 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=9.6520949591295953 -121.29303367999211 -8251.2412322662694 296.77183953474582 -2012.1969525121929 10621.592924360797 -8791.2562897438238 8895.3153177551267 62764.008620143577 -1518.0417921629153 -17752.475302319912 84964.153806600778 -335.00598958333336 34155.712969680062 111948.62626674108 22080.758688550806 -85981.221223958346 -23148.902526855469 -47906.097099389925 -58694.15542367789 89970.815297379042 -11573.723420877661 76810.336140471816 2739.7640359691113 4233.0159434825455 7059.8220768887422 -16696.198737216891 -2104.0478360220654 41061.784776650711 743.57430402315583 20880.18567049611
leaf_weight=3599339 456221 182 2503 4536 44 43 250 37 715 740 49 45 42 35 171 24 24 89 26 31 47 51 173 222 2366 374 1712 93 2912 708
leaf_count=3599339 456221 182 2503 4536 44 43 250 37 715 740 49 45 42 35 171 24 24 89 26 31 47 51 173 222 2366 374 1712 93 2912 708
internal_value=0 -73.2218 1128.88 -1025.84 5126.81 10391.3 6772.92 9197.85 1644.77 -3095.54 22048.3 39174.6 48099.9 69516.1 -1136.93 -36441.4 -8731.27 -21274.4 4651.39 40609.5 23484.5 40648.5 -5286.78 -12678.9 2659.08 -1912.26 4347.15 6163.97 1991.36 10242.9
internal_weight=0 474465 18244 7576 1907 1382 1261 1194 752 5669 442 192 121 77 4707 67 525 271 254 55 143 96 199 962 10668 2877 7791 6079 3005 3074
internal_count=4073804 474465 18244 7576 1907 1382 1261 1194 752 5669 442 192 121 77 4707 67 525 271 254 55 143 96 199 962 10668 2877 7791 6079 3005 3074
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=31
num_cat=0
split_feature=1 1 6 6 3 3 6 5 4 6 6 5 0 4 4 3 4 3 0 0 5 0 0 4 0 7 4 6 0 0
split_gain=2.76201e+11 6.14238e+12 1.56185e+13 1.99881e+13 3.00064e+13 2.03417e+13 1.96216e+13 1.83289e+13 2.00292e+13 1.59738e+13 2.87128e+13 2.46588e+13 3.66563e+13 3.05259e+13 1.71784e+13 1.81027e+13 2.46797e+13 2.05164e+13 4.70061e+13 2.54565e+13 1.72212e+13 1.68206e+13 4.58317e+13 5.30042e+13 3.71491e+13 2.4699e+14 4.94967e+13 7.26253e+13 3.71993e+13 3.37056e+13
threshold=37.517483500000004 37.563506350000004 57.005000000000003 57.715000000000011 4.5000000000000009 16.500000000000004 56.010000000000012 2.5000000000000004 14.500000000000002 93.050000000000011 108.05000000000001 3.5000000000000004 55.539595350000006 23.500000000000004 4.5000000000000009 4.5000000000000009 14.500000000000002 8.5000000000000018 55.685785750000008 55.840017500000009 3.5000000000000004 55.595177750000005 55.702806750000008 9.5000000000000018 55.749683450000006 6.0000000000000009 6.5000000000000009 72.020000000000024 55.737027400000009 55.685785750000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 -4 21 11 13 -13 -11 -12 16 20 18 -17 -19 -16 -5 23 29 25 26 27 -24 -28 -23
right_child=1 -3 3 9 5 -7 -8 -9 -10 10 14 12 -14 -15 15 17 -18 19 -20 -21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-55.510420991321922 197.64393638808212 -4.3958655335403769 39162.899206773291 -696.43766323633622 67896.067371171361 13934.191887019231 -13552.660620967341 -96478.797819010419 -65395.040827287943 -46401.292633770885 -76049.5703125 67687.385804687496 -16016.712262915462 -3051.6024434549827 45734.565304129472 13930.379744344682 6783.7739754660088 6334.995694647896 -138466.64536637932 100351.36495225696 157665.90972945603 -6584.1678012245584 -157750.45582770271 36701.820379613135 4252.6913505290786 -236775.81709183674 -4360.5993301930148 32339.612943892047 91594.918619051852 43266.971686119949
leaf_weight=734695 29223 3289771 53 5785 151 130 1076 24 28 376 20 75 173 286 28 67 57 144 29 36 27 722 37 956 9413 49 85 44 77 167
leaf_count=734695 29223 3289771 53 5785 151 130 1076 24 28 376 20 75 173 286 28 67 57 144 29 36 27 722 37 956 9413 49 85 44 77 167
internal_value=0 12.2138 1119.72 3364.23 25888.2 42931.5 -290.667 -19723 3019.41 2898.12 -7714.76 -17597.8 9297.03 -27673.2 14328.2 18986.9 52894.8 5227.14 -32106.2 25138.3 100683 3705.03 5909.58 20357 3163 -31964.7 9334.71 -54491.7 41247.9 2780.44
internal_weight=0 3.33911e+06 49338 19039 386 281 30299 105 81 18653 1318 910 248 662 408 388 112 276 96 180 55 17335 11550 1845 9705 292 243 81 162 889
internal_count=4073804 3339109 49338 19039 386 281 30299 105 81 18653 1318 910 248 662 408 388 112 276 96 180 55 17335 11550 1845 9705 292 243 81 162 889
is_linear=0
shrinkage=0.1


Tree=4894
num_leaves=31
num_cat=0
split_feature=2 0 1 6 1 0 5 6 3 6 4 6 4 4 1 6 1 4 1 6 4 1 4 1 1 3 6 6 6 6
split_gain=3.31381e+11 3.79126e+12 1.26294e+13 1.27061e+13 1.19624e+13 7.20543e+13 2.86814e+13 2.12124e+13 2.02103e+13 2.00514e+13 1.193e+13 1.18256e+13 1.08817e+13 5.17988e+13 3.07916e+13 6.24383e+13 3.58885e+13 2.71008e+13 2.89353e+13 2.25972e+13 1.70445e+13 1.68226e+13 1.66771e+13 1.64613e+13 4.25138e+13 2.4188e+13 3.19871e+13 2.10669e+13 2.35985e+13 4.04299e+13
threshold=36.000000000000007 55.554045200000012 37.131181300000009 43.905000000000008 37.563506350000004 55.520061350000013 2.5000000000000004 87.395000000000024 13.500000000000002 75.605000000000004 13.500000000000002 79.015000000000015 17.500000000000004 18.500000000000004 37.517483500000004 91.02500000000002 37.503969450000007 32.500000000000007 37.543519500000009 35.995000000000012 24.500000000000004 37.543519500000009 23.500000000000004 37.475446350000006 37.401708450000008 5.5000000000000009 94.02500000000002 116.05000000000001 77.010000000000005 76.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 11 -8 -11 -6 23 -14 15 16 19 18 -16 -15 22 -19 -20 24 -1 26 -26 28 29 -25
right_child=-2 2 -4 -5 5 6 9 -9 -10 10 -12 -13 13 14 17 -17 -18 21 20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=1244.4274802475659 7.9017738316154 260.96222737630211 -17.85740927527479 73408.226545877667 8557.1333926186635 -29698.709860535891 -129353.25300973361 -62021.387776692718 -28804.870986362275 15675.325000000001 -82202.80203598486 54226.683516905738 -25196.531247884614 -51087.702372875552 9335.3509091331853 196588.75828125002 97049.374500000005 -486.74111303619759 -43040.557384392239 16100.342723955957 -113718.54309895833 36490.694633824191 33546.576000976565 3874.6527279304919 -27894.996595365381 -7276.9082151100856 -143200.84400000001 65386.948515997996 -12036.067331097234 81885.908322644595
leaf_weight=4682 3783399 48 270451 47 804 249 61 48 143 20 33 61 981 57 168 20 50 1071 255 411 30 139 32 7860 639 935 25 54 964 67
leaf_count=4682 3783399 48 270451 47 804 249 61 48 143 20 33 61 981 57 168 20 50 1071 255 411 30 139 32 7860 639 935 25 54 964 67
internal_value=0 -102.944 -5.05216 36449.6 -1436.56 -10284.1 -48718.2 2927.69 6020.5 -90260.8 -45267.7 11777.8 -755.729 -6043.08 2371.39 23214.7 16520.7 -4244.34 -24216.6 7917.18 -41998.1 3761.08 -34501.2 360.359 -3563.51 -17641.5 -32236.3 3115.62 2737.42 4534.01
internal_weight=0 290405 270546 95 19859 1419 363 1056 1008 114 53 865 18440 3214 2233 538 518 1695 485 468 317 1210 287 15226 6281 1599 664 8945 8891 7927
internal_count=4073804 290405 270546 95 19859 1419 363 1056 1008 114 53 865 18440 3214 2233 538 518 1695 485 468 317 1210 287 15226 6281 1599 664 8945 8891 7927
is_linear=0
shrinkage=0.1


Tree=4895
num_leaves=31
num_cat=0
split_feature=4 4 1 1 6 0 0 6 6 6 1 0 0 0 3 0 6 0 0 1 3 1 3 6 6 6 1 7 1 6
split_gain=2.79931e+11 2.45359e+12 6.0708e+12 1.60322e+13 1.43968e+13 9.44278e+12 2.95921e+13 1.40778e+13 1.82563e+13 1.30915e+13 1.41689e+13 1.29817e+13 1.21172e+13 1.78967e+13 1.51932e+13 1.59328e+13 1.35197e+13 1.11362e+13 2.65364e+13 1.10108e+13 1.08351e+13 9.54394e+12 9.30365e+12 9.09756e+12 1.59983e+13 8.96013e+12 9.09119e+12 7.78699e+12 7.6627e+12 7.58017e+12
threshold=28.500000000000004 27.500000000000004 82.918694400000007 60.590708550000009 65.00500000000001 55.806294650000005 55.783232450000007 32.005000000000003 66.990000000000023 55.805000000000007 37.843405600000004 55.753967500000009 55.82518790000001 55.850146250000009 21.500000000000004 55.834019500000004 44.605000000000011 55.858844800000007 55.897267000000006 37.740454950000007 14.500000000000002 37.401708450000008 7.5000000000000009 73.00500000000001 95.045000000000016 61.425000000000004 37.682335600000009 6.0000000000000009 37.488790500000007 81.02500000000002
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 5 -5 6 7 -3 9 22 25 19 16 14 15 -14 -7 20 -19 21 -15 -10 -9 27 -25 26 28 -18 -11 -21
right_child=-2 2 -4 4 -6 12 -8 8 11 10 -12 -13 13 17 -16 -17 23 18 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.26918108027921239 -291.18398510047098 -40541.410432381468 -19021.429359826965 18638.451462053574 124995.1857421875 18478.920150305708 108071.88739583334 -14927.142454698351 3623.0494936342593 72417.744167877914 -10051.003833575582 33150.396217346191 36735.702916837996 -103511.8396875 -37683.355390625002 135140.45647321429 -84807.085126953141 116353.22734375001 -184.88821773888932 -18104.100901140486 580.10160156250004 -46449.257351471664 19377.763762817383 82764.57838824729 -27310.347983870972 24747.76115451389 34768.79579326923 -21061.359488701302 147340.21119140624 33697.972131990129
leaf_weight=4038147 32750 58 121 35 20 115 30 108 54 43 43 64 76 20 20 21 20 20 848 56 20 129 295 23 31 63 39 458 20 57
leaf_count=4038147 32750 58 121 35 20 115 30 108 54 43 43 64 76 20 20 21 20 20 848 56 20 129 295 23 31 63 39 458 20 57
internal_value=0 2.35985 2906.53 3858.9 57313.6 2782.36 10170.9 7316.66 10175.3 20700.5 41075.3 -7688.14 -1897.35 4866.19 41676.9 58039.8 -12612.4 122.957 2500.32 -16518.1 -51465.9 -31673.8 10184.4 -19333.2 19573.4 54399.1 72713.2 -23728.5 96202.7 8026.15
internal_weight=0 4.04105e+06 2907 2786 55 2731 1059 1029 971 611 208 360 1672 1025 117 97 647 908 868 296 40 183 403 532 54 165 102 478 63 113
internal_count=4073804 4041054 2907 2786 55 2731 1059 1029 971 611 208 360 1672 1025 117 97 647 908 868 296 40 183 403 532 54 165 102 478 63 113
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 6 6 3 1 3 3 3 0 3 6 5 1 3 7 6 4 6 6 6 3 3 6 6 1 3
split_gain=2.65532e+11 2.10601e+12 3.97297e+12 4.6375e+12 3.80092e+12 3.31829e+12 3.19792e+12 1.1636e+13 1.04655e+13 2.85433e+13 1.15264e+13 5.5982e+12 5.45451e+12 6.50368e+12 4.83095e+12 4.72721e+12 1.35747e+13 7.37355e+12 7.36557e+12 5.43147e+12 5.08537e+12 8.36667e+12 6.02955e+12 1.05743e+13 6.97055e+12 1.82338e+13 1.03628e+13 6.6749e+12 4.48554e+12 4.1819e+12
threshold=54.94110555000001 54.943815050000005 83.007653300000015 96.050000000000011 37.374856000000008 88.00500000000001 87.015000000000015 1.5000000000000002 82.962856350000024 9.5000000000000018 5.5000000000000009 9.5000000000000018 54.942865800000007 2.5000000000000004 69.015000000000015 2.5000000000000004 82.962856350000024 8.5000000000000018 6.0000000000000009 59.025000000000013 16.500000000000004 36.005000000000003 56.205000000000005 42.005000000000003 6.5000000000000009 4.5000000000000009 53.705000000000005 61.425000000000004 82.961694200000011 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 14 -8 10 -10 12 -12 29 -14 15 20 19 18 -18 -17 -6 -22 23 -23 25 28 -26 -24 -25 -9
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 21 22 27 24 26 -27 -28 -29 -30 -31
leaf_value=37.268538249171947 16439.082739062502 -7.8772740339342242 9345.3837816293471 33988.854831414472 -1766.2669602066578 -14139.671476236979 -11942.471428450381 35305.399706375836 37733.061438639903 -19547.942671130953 -10531.989046138744 3440.4659053789201 -20763.617894071693 13553.100332164116 -6802.4937536062498 -2690.7607032716878 9913.5204398089572 -11955.889999999999 34983.34443217051 13821.091573151447 16068.830648619871 -5666.6204661892771 -25662.271804789627 23761.179581298828 35857.859803734755 44325.58753279721 -3268.0698844673711 22746.21277622768 -21990.872489583333 -5616.8570638020838
leaf_weight=1301151 125 2739332 381 38 23949 192 461 149 281 126 573 574 68 294 1486 1681 247 75 223 226 415 798 153 30 82 166 388 35 75 30
leaf_count=1301151 125 2739332 381 38 23949 192 461 149 281 126 573 574 68 294 1486 1681 247 75 223 226 415 798 153 30 82 166 388 35 75 30
internal_value=0 -17.4894 -807.704 -925.14 -965.464 -1031.84 -954.604 2440.98 5606.03 19999.9 2135.48 -3539.67 14167.6 7106.87 -1243.63 -954.224 3243.73 17161.9 21808.4 -733.929 -1348.74 3319.46 255.777 2320.95 10922.9 23695.8 3558.16 -16650.1 -8918.86 28446.9
internal_weight=0 2.77265e+06 33321 32940 32902 32777 32585 2556 2095 407 1688 1147 541 362 30029 28543 2452 545 470 1907 26091 2142 1727 1539 741 271 470 188 105 179
internal_count=4073804 2772653 33321 32940 32902 32777 32585 2556 2095 407 1688 1147 541 362 30029 28543 2452 545 470 1907 26091 2142 1727 1539 741 271 470 188 105 179
is_linear=0
shrinkage=0.1


Tree=4897
num_leaves=31
num_cat=0
split_feature=4 0 0 5 6 6 4 1 3 4 6 1 0 0 6 3 7 6 6 0 3 6 6 6 6 5 6 6 1 6
split_gain=2.73786e+11 1.89135e+12 8.67181e+12 8.36772e+12 8.33683e+12 1.98e+13 2.43857e+13 1.35294e+13 6.0414e+12 5.66269e+12 1.56889e+13 2.36385e+13 2.53532e+13 4.08249e+13 4.89604e+13 3.65744e+13 2.50588e+13 2.45208e+13 2.44922e+13 2.30414e+13 2.63549e+13 2.71273e+13 2.4698e+13 1.68797e+13 1.61909e+13 2.25603e+13 2.36396e+13 2.33925e+13 2.81469e+13 2.77454e+13
threshold=9.5000000000000018 57.60122925000001 57.205086850000008 1.5000000000000002 120.05000000000001 156.15000000000003 8.5000000000000018 39.939672500000007 13.500000000000002 8.5000000000000018 94.02500000000002 30.205407000000005 59.939085000000013 59.91832440000001 106.49500000000002 4.5000000000000009 6.0000000000000009 116.05000000000001 125.02000000000002 59.990753350000013 5.5000000000000009 112.00500000000001 98.020000000000024 104.01000000000001 62.375000000000007 2.5000000000000004 61.025000000000006 58.605000000000011 34.382014200000008 50.010000000000012
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 -1 -4 -5 6 7 -6 9 -3 24 17 13 -13 -15 -16 -14 -12 19 20 21 22 -18 -24 25 26 -11 28 29 -27
right_child=-2 8 3 4 5 -7 -8 -9 -10 10 11 12 16 14 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-42.910990539155769 24.147013741753074 -83.254666567017921 625.13071076084873 -3473.2743888498926 30214.375281250002 40703.954600694444 -150473.17529761905 -71876.924681712975 45091.669739583333 434.20420243123209 -11144.164018554688 14850.848869791165 12910.945325876157 116260.04145408164 69584.471138949011 -81899.159347098219 16619.276019756609 -124710.56647727273 -129112.76702636719 -82993.078172637208 62438.772359375005 71454.937152777784 -131203.82145833335 -38808.828293372841 -1896.567244733694 95638.903312174487 19689.840414523194 2468.1466803467756 497.24364456121066 18647.780428320286
leaf_weight=1605938 2181312 188586 6927 12460 25 27 21 27 30 48830 140 568 710 98 37 28 52 22 20 41 50 27 30 58 18216 48 646 5851 1096 1883
leaf_count=1605938 2181312 188586 6927 12460 25 27 21 27 30 48830 140 568 710 98 37 28 52 22 20 41 50 27 30 58 18216 48 646 5851 1096 1883
internal_value=0 -27.8322 -68.3546 -2165.19 -3704.08 -32462.5 -59524 -22794.6 218.796 213.755 927.727 9950.34 13391.7 27510.6 71625.4 4329.98 2945.54 -26566.8 -22505.7 -14241.5 -1251.62 -20320.6 -38020.2 -70307.1 706.079 1518.53 685.622 6160.23 13296.8 20561.6
internal_weight=0 1.89249e+06 1.62542e+06 19487 12560 100 73 52 267067 267037 78451 1881 1719 731 163 65 988 162 278 258 217 167 140 88 76570 58354 49476 8878 3027 1931
internal_count=4073804 1892492 1625425 19487 12560 100 73 52 267067 267037 78451 1881 1719 731 163 65 988 162 278 258 217 167 140 88 76570 58354 49476 8878 3027 1931
is_linear=0
shrinkage=0.1


Tree=4898
num_leaves=31
num_cat=0
split_feature=1 6 1 1 4 3 4 5 4 4 1 1 4 0 4 5 7 0 0 0 6 4 2 1 3 6 0 0 5 6
split_gain=3.08523e+11 3.63394e+12 1.48073e+13 3.91024e+13 2.60988e+13 4.02455e+13 3.25112e+13 2.37136e+13 3.02114e+13 6.69621e+13 2.66639e+13 3.29753e+13 2.58523e+13 5.30268e+13 2.10019e+13 3.36683e+13 2.26814e+13 2.57315e+13 2.12796e+13 1.85223e+13 1.64375e+13 1.57394e+13 1.30275e+13 1.25339e+13 3.90231e+13 2.1169e+13 1.54214e+13 3.80222e+13 2.23657e+13 2.12431e+13
threshold=36.555998300000006 112.00500000000001 30.438492500000006 30.452677500000004 16.500000000000004 9.5000000000000018 17.500000000000004 3.5000000000000004 15.500000000000002 11.500000000000002 30.624707450000006 30.509101000000005 8.5000000000000018 59.864072000000007 6.5000000000000009 2.5000000000000004 6.0000000000000009 53.20799465000001 50.556058150000005 54.73499850000001 118.04500000000002 17.500000000000004 451.00000000000006 30.410676000000006 1.5000000000000002 128.05000000000004 59.933037250000005 59.864072000000007 3.5000000000000004 116.05000000000001
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 23 21 5 7 -6 10 9 12 11 -5 22 19 15 -12 17 20 -17 -14 -16 -4 -9 -3 -25 26 27 28 -26 -29
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 14 -13 13 -15 16 18 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-119.26540220862336 9.8784320900084861 1105.107621915309 162490.53260830967 27485.354678344727 122618.90178338914 -51459.875113423666 17298.318280847296 -83663.148697916666 98491.769196428577 -145996.48740530302 -49365.923302801726 182548.23977864583 32485.798834134617 151325.65024414062 135935.11226562501 147024.4373325893 -85261.221979166672 -28931.515094449627 46054.531211890251 -62507.155455729167 20369.073535156251 48544.492824074077 -7401.4679692949567 82248.012028952216 -61727.107743925211 924.70130269368497 12042.174326508621 -81389.201888020849 48886.520281250007 -220934.18093750003
leaf_weight=454446 3608805 9033 22 32 42 120 97 24 28 33 29 24 65 32 20 28 30 67 82 30 32 27 336 34 68 120 29 24 25 20
leaf_count=454446 3608805 9033 22 32 42 120 97 24 28 33 29 24 65 32 20 28 30 67 82 30 32 27 336 34 68 120 29 24 25 20
internal_value=0 -76.6654 1757.83 12215.5 8490.97 2910.25 49121.8 10224.6 -2693.69 -8142.13 30803.8 93940.9 1199.13 39990.4 18527.1 46485.9 -7555.27 12034.5 71756 2488.02 64817.5 99703.9 -12485.6 416.097 -19033.4 -31073.8 -54205.3 -68228.5 -31992.3 -144819
internal_weight=0 464999 10553 1200 1151 1012 139 892 548 520 344 56 487 127 288 139 149 119 110 95 52 49 360 9353 320 286 166 137 93 44
internal_count=4073804 464999 10553 1200 1151 1012 139 892 548 520 344 56 487 127 288 139 149 119 110 95 52 49 360 9353 320 286 166 137 93 44
is_linear=0
shrinkage=0.1


Tree=4899
num_leaves=31
num_cat=0
split_feature=4 1 0 0 6 6 1 0 1 6 1 1 4 6 6 6 6 5 3 6 7 6 6 1 0 1 6 3 6 0
split_gain=2.88776e+11 2.71848e+12 6.68305e+12 1.29992e+13 1.31391e+13 3.27995e+13 3.58378e+13 3.82644e+13 5.4575e+13 2.69835e+13 2.60227e+13 1.88094e+13 3.07129e+13 1.5894e+13 3.16974e+13 1.38919e+13 1.33735e+13 1.26802e+13 1.24486e+13 1.69157e+13 9.46892e+12 8.61016e+12 1.67966e+13 1.67223e+13 8.54271e+12 2.21351e+13 1.347e+13 1.6722e+13 1.21521e+13 2.38404e+13
threshold=3.5000000000000004 38.109452700000006 59.933037250000005 59.982409200000006 71.715000000000018 69.015000000000015 30.323041000000003 59.939085000000013 30.362494150000003 101.02000000000002 30.303340300000002 30.362494150000003 2.5000000000000004 64.015000000000015 58.045000000000009 89.00500000000001 40.490000000000002 3.5000000000000004 2.5000000000000004 84.00500000000001 6.0000000000000009 189.00000000000003 168.45000000000002 37.517483500000004 59.898927250000007 30.345769800000003 118.04500000000002 2.5000000000000004 37.005000000000003 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -8 11 -4 12 -6 14 -9 -13 -12 18 19 -14 -18 22 24 -24 -1 28 27 -27 29 -26
right_child=-2 -3 3 -5 9 -7 7 13 -10 -11 16 15 17 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1013.3442846271142 -6.6045867678533199 250.45515799498628 17651.175236868352 483.09187602307679 -24970.686111111114 -100744.40281110491 221391.56861979165 12721.272933115859 19076.758131510418 -13368.810923474899 -7717.2033429401681 -32090.90470805921 163549.03502604167 -50993.532617187506 142259.06011904762 69254.875771949402 -105875.38065990692 25105.329545454544 39442.249960937508 63398.49932391828 -30665.309194711539 23348.010810062056 -14224.906358271061 -115832.91089843749 -9533.7179687500011 -18216.506968750004 38797.423451967588 -63834.110564843751 -2647.8727874755859 122313.14485677083
leaf_weight=28738 3837650 200478 94 5051 27 28 24 188 30 94 41 38 48 31 21 21 47 22 20 26 26 141 46 25 32 225 27 125 416 24
leaf_count=28738 3837650 200478 94 5051 27 28 24 188 30 94 41 38 48 31 21 21 47 22 20 26 26 141 46 25 32 225 27 125 416 24
internal_value=0 107.329 -696.958 2384.97 14015 4589.55 10464.8 32938.6 108994 30891.5 -21301.1 51488 71088.6 15826 25737 3981.32 -53419.7 93447.2 109442 128361 -79088.2 -1304.78 -1421.98 -50002.4 -1305.4 -11191.4 -29258.5 -34508.5 3239.24 46972.1
internal_weight=0 236154 35676 5877 826 530 502 294 54 296 208 202 143 240 209 59 114 116 94 74 73 29799 29658 71 29587 849 377 350 472 56
internal_count=4073804 236154 35676 5877 826 530 502 294 54 296 208 202 143 240 209 59 114 116 94 74 73 29799 29658 71 29587 849 377 350 472 56
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=31
num_cat=0
split_feature=6 2 0 1 3 0 0 5 6 6 1 4 0 0 6 6 1 0 1 0 4 7 1 4 5 1 4 0 4 3
split_gain=2.81974e+11 2.7315e+12 1.02179e+13 1.87788e+13 1.7229e+13 9.97224e+12 1.96808e+13 2.55964e+13 2.42522e+13 5.28354e+13 2.10393e+13 1.95215e+13 2.34703e+13 3.30188e+13 4.14436e+13 2.01312e+13 1.56809e+13 1.78795e+13 3.9119e+13 5.49961e+13 1.49512e+13 1.44157e+13 5.97487e+13 5.36361e+13 3.8321e+13 1.31699e+13 1.29033e+13 3.25828e+13 1.69042e+13 1.59601e+13
threshold=102.04000000000001 75.000000000000014 55.883833400000007 37.374856000000008 5.5000000000000009 55.850146250000009 55.743464250000009 2.5000000000000004 125.02000000000002 142.05000000000004 37.649344350000007 16.500000000000004 55.79439725000001 55.759969450000007 106.49500000000002 118.04500000000002 37.618684050000006 55.667390500000003 37.475446350000006 55.710673100000008 10.500000000000002 6.0000000000000009 37.401708450000008 29.500000000000004 3.5000000000000004 37.649344350000007 12.500000000000002 55.649510000000014 22.500000000000004 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 5 -4 -5 6 16 10 11 -10 -8 12 13 14 20 21 17 -2 -19 -20 -9 22 -13 24 -24 -18 27 -27 -28 -30
right_child=1 -3 3 4 -6 -7 7 8 9 -11 -12 15 -14 -15 -16 -17 25 18 19 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=4.3270491110943885 5462.2936757764437 -244.11576913934755 37008.58604525862 -108731.92872242648 -4759.2183333333332 17978.962678012093 111715.2060825893 -94483.765949358261 -170768.96508789062 -1892.9779474431821 -10873.891434151787 4989.727809167287 45176.537734375001 -99204.315160472979 91419.208173076928 49775.384302662045 94219.748835937513 16613.298185872398 -213587.51467391304 -20390.586089939025 7962.729202586208 -12281.983741776317 -293498.41309523809 -2245.2563918340775 -102458.62862723216 -110914.43056250001 42457.944999614519 24011.518812003967 -72203.920947265622 25264.331672014509
leaf_weight=3966508 1219 104392 29 34 30 429 28 28 32 44 28 63 100 37 39 27 25 75 23 41 29 95 21 21 21 25 228 63 28 42
leaf_count=3966508 1219 104392 29 34 30 429 28 28 32 44 28 63 100 37 39 27 25 75 23 41 29 95 21 21 21 25 228 63 28 42
internal_value=0 -159.962 2865.17 -29746.4 -59994.7 3944.1 1416.41 -14024.9 -20504.2 -72998.7 50420.7 -12209.8 8574.32 -18946.1 11986.7 -31736.9 6767.2 1587.63 -32392.3 -89820.7 -42361.9 -41695.4 -63872.2 -132734 -197979 23881.2 19325.6 -14319.7 29261.1 -13723
internal_weight=0 107296 2904 93 64 2811 2382 613 557 76 56 481 233 133 96 248 1769 1358 139 64 57 221 126 63 42 411 386 88 298 70
internal_count=4073804 107296 2904 93 64 2811 2382 613 557 76 56 481 233 133 96 248 1769 1358 139 64 57 221 126 63 42 411 386 88 298 70
is_linear=0
shrinkage=0.1


Tree=4901
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 6 6 4 4 3 0 0 5 6 6 4 6 1 0 0 0 6 6 4 6 5 0 6 6
split_gain=2.83934e+11 1.92187e+12 6.30604e+12 1.25701e+13 1.69298e+13 6.50324e+12 7.17193e+12 6.0065e+12 7.06414e+12 6.31952e+12 5.10891e+12 4.75004e+12 6.1025e+12 4.65248e+12 4.23815e+12 4.09444e+12 4.03725e+12 3.83129e+12 3.51631e+12 1.40753e+13 3.15955e+13 2.82399e+13 1.43441e+13 1.26844e+13 1.20432e+13 1.16585e+13 8.21648e+12 8.15874e+12 6.5182e+12 1.23844e+13
threshold=3338.0000000000005 86.169282750000022 55.60524465000001 54.188398350000007 53.888505650000006 55.390026600000006 85.020000000000024 79.015000000000015 5.5000000000000009 2.5000000000000004 11.500000000000002 55.579943700000008 55.462387050000011 2.5000000000000004 62.995000000000012 47.420000000000009 14.500000000000002 65.805000000000021 56.128886000000001 54.810424650000009 54.188398350000007 53.506098950000009 50.410000000000004 52.015000000000008 2.5000000000000004 77.565000000000012 2.5000000000000004 54.604289300000012 106.49500000000002 93.050000000000011
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 18 3 4 10 16 11 8 9 -6 -3 12 -7 -12 -11 -4 -5 -18 -1 20 21 23 -22 -20 -24 27 -25 -26 29 -21
right_child=-2 2 15 5 7 6 -8 -9 -10 14 13 -13 -14 -15 -16 -17 17 -19 19 28 22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=-18.773407417080339 31.713739404743581 621.19311059286838 1003.0849566734001 5660.7728921536109 9556.645083700645 16683.156483067582 66286.506079889121 -42932.894329533818 -60.166309136994848 -18351.267303069359 9536.0350542899887 52442.750026041671 -32690.709752155173 49418.244818793406 -46932.595695676646 -11408.558380262388 -3375.0109401308255 -44589.125809151788 -1460.9021051575355 -230.40002279752508 -6243.5150873536077 14691.575532704896 1547.2738688758357 -65835.508924788141 -37680.439333587266 -58394.251147460942 -20945.810501006155 -16347.592564052038 -12480.995070684525 18183.315164676791
leaf_weight=2355136 1667517 19399 438 3910 74 183 31 61 382 430 156 30 29 36 59 676 116 28 283 20131 1469 1009 201 59 241 96 132 700 420 372
leaf_count=2355136 1667517 19399 438 3910 74 183 31 61 382 430 156 30 29 36 59 676 116 28 283 20131 1469 1009 201 59 241 96 132 700 420 372
internal_value=0 -21.9771 832.49 1161.5 132.176 6061.19 21000.6 -12519.6 -10556.5 -17678.3 781.849 15199.5 9929.18 17013.9 -21799.7 -6528.58 5055.16 -11388.9 -31.3243 -1208.36 -6498.72 5233.46 -12926.1 -14900 -20855.5 -25197.8 -34812.3 -21811.2 -148.927 103.693
internal_weight=0 2.40629e+06 26038 24924 20597 4327 273 1006 945 563 19591 242 212 192 489 1114 4054 144 2.38025e+06 25113 4190 1483 2707 474 1238 1037 191 941 20923 20503
internal_count=4073804 2406287 26038 24924 20597 4327 273 1006 945 563 19591 242 212 192 489 1114 4054 144 2380249 25113 4190 1483 2707 474 1238 1037 191 941 20923 20503
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=31
num_cat=0
split_feature=1 0 0 4 6 6 6 1 3 6 6 3 1 6 3 1 1 6 1 6 3 6 6 6 1 4 4 4 6 4
split_gain=2.90957e+11 2.25967e+12 1.23207e+13 2.6524e+13 2.07156e+13 1.96399e+13 2.04877e+13 2.57785e+13 1.63096e+13 2.98718e+13 1.28416e+13 2.2214e+13 1.25774e+13 1.10648e+13 1.0379e+13 2.16175e+13 9.9849e+12 8.38854e+12 8.2144e+12 8.01944e+12 1.07969e+13 9.72715e+12 7.86682e+12 8.98642e+12 7.84649e+12 1.5212e+13 1.58224e+13 1.3036e+13 1.24176e+13 2.64981e+13
threshold=82.971668900000012 55.030407050000001 55.043091000000011 9.5000000000000018 95.045000000000016 86.030000000000015 61.025000000000006 83.015546400000019 1.5000000000000002 66.010000000000005 64.805000000000021 7.5000000000000009 82.981285100000022 32.005000000000003 5.5000000000000009 82.991167100000027 83.011163250000024 73.00500000000001 83.117716000000016 43.905000000000008 2.5000000000000004 47.420000000000009 42.205000000000005 34.010000000000012 83.002084650000015 13.500000000000002 10.500000000000002 23.500000000000004 62.625000000000007 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 8 6 18 10 9 13 14 -12 -6 -5 -8 -16 -15 -9 19 -3 21 -21 23 -18 28 26 -26 -27 29 -10
right_child=1 2 -4 4 12 -7 7 17 24 -11 11 -13 -14 16 15 -17 22 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=10.688575405968699 -184.77610527978561 5422.8964167553449 -103.26221992510987 39283.943783482144 16720.937859235491 88648.056142241388 -16948.427982489691 62157.828826121804 -21456.952828210175 21024.69517555237 21038.228326377965 -13438.559698660716 115374.38733723958 5577.6238662908108 -8059.6223596529735 64752.994296875004 -14578.175518735907 -10435.018398437502 -55302.989062500004 8995.6512455879838 9076.8853087592051 30195.705807717168 -27171.188595187683 37000.603790118243 1626.132478907303 23197.007639239957 -30345.684424595864 -9452.0128618289273 8026.1684632686147 1004.457416316905
leaf_weight=3512022 417400 3496 123726 35 28 29 900 78 837 256 401 350 24 162 221 50 388 20 20 363 2870 536 737 37 5843 566 159 156 684 1410
leaf_count=3512022 417400 3496 123726 35 28 29 900 78 837 256 401 350 24 162 221 50 388 20 20 363 2870 536 737 37 5843 566 159 156 684 1410
internal_value=0 -66.8204 274.183 2535.01 -718.622 6481.63 6225.55 -2685.48 -1009.18 -10310.6 -5236.36 4970.48 62253.3 -16213.4 -11782.3 5374.44 -17680.4 47343 8696.41 8872.6 12072.4 21635.5 -20923 -10087.8 546.684 2428.84 779.162 16142.6 -3771.17 -7362.34
internal_weight=0 561782 144382 20656 11322 9334 9305 2020 11270 1615 1922 751 52 1359 1171 271 1324 98 7285 7265 3769 899 1162 425 9655 6724 6002 722 2931 2247
internal_count=4073804 561782 144382 20656 11322 9334 9305 2020 11270 1615 1922 751 52 1359 1171 271 1324 98 7285 7265 3769 899 1162 425 9655 6724 6002 722 2931 2247
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=31
num_cat=0
split_feature=4 1 0 1 4 4 3 4 6 0 6 6 7 0 1 0 4 5 3 6 3 6 1 4 1 7 0 4 3 6
split_gain=2.82787e+11 1.78662e+12 8.78687e+12 1.8462e+13 2.06264e+13 1.70735e+13 2.07902e+13 3.63145e+13 3.3488e+13 1.68156e+13 1.7217e+13 1.66764e+13 1.60625e+13 1.60739e+13 1.51255e+13 1.45823e+13 1.97547e+13 2.90476e+13 2.15129e+13 1.69655e+13 2.28247e+13 2.13149e+13 1.8984e+13 1.57818e+13 1.68918e+13 1.43387e+13 1.43324e+13 1.39761e+13 1.35132e+13 1.33145e+13
threshold=9.5000000000000018 37.517483500000004 44.878071950000013 37.318079750000003 17.500000000000004 11.500000000000002 5.5000000000000009 19.500000000000004 106.49500000000002 44.601833250000006 63.005000000000003 39.025000000000013 6.0000000000000009 44.685196900000008 37.343102500000008 45.022979600000006 17.500000000000004 1.5000000000000002 7.5000000000000009 114.05000000000001 6.5000000000000009 92.02500000000002 37.331232350000008 14.500000000000002 37.331232350000008 6.0000000000000009 45.053967500000006 10.500000000000002 8.5000000000000018 73.00500000000001
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 5 11 12 25 8 9 10 -8 -5 27 -14 -6 16 17 23 19 21 -21 -19 -23 -4 -25 -7 -17 -2 -29 -15
right_child=1 -3 15 4 14 6 7 -9 -10 -11 -12 -13 13 29 -16 26 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-28.285982459317864 20767.265371647936 70.771106815650214 -2726.2911218882582 -315.00818664093725 13592.5883796938 -6513.9186068997524 -8616.0367101648353 104346.21341911766 84937.923553631757 12519.419504957934 -74582.232745535715 -16887.255690040947 -24253.998811747864 22239.419418075035 -26803.466189186787 -68188.530884576612 -3254.1581070203406 6952.3201375792669 22426.726095228456 -10758.892317708334 121077.60695716595 -65063.65625253653 33764.344963191106 1867.1527815959298 24216.345366307654 -58812.579676748865 -190.94015052611374 109394.21043893915 10913.322520862926 -24614.472242187501
leaf_weight=1892492 326 1729909 3195 868 589 101 91 34 37 117 70 2021 161 317 110 31 3086 1459 1480 24 29 77 26 957 523 109 435430 38 22 75
leaf_count=1892492 326 1729909 3195 868 589 101 91 34 37 117 70 2021 161 317 110 31 3086 1459 1480 24 29 77 26 957 523 109 435430 38 22 75
internal_value=0 24.5407 -152.628 -4285.66 -8178.63 5038.77 -8797.94 6161.69 -4436 -16331.1 -37297 -11908.1 13276 2348.85 7235.56 -105.53 3514.66 6203.03 13717.6 5736.5 61378.1 3848.53 -40116.8 1228.13 9764.87 -33659.4 -195.781 28930.6 73284.6 13275
internal_weight=0 2.18131e+06 451403 5086 3588 1498 559 349 315 278 161 2889 939 553 699 446317 10856 7770 3095 1615 53 1562 103 4675 1480 210 435461 386 60 392
internal_count=4073804 2181312 451403 5086 3588 1498 559 349 315 278 161 2889 939 553 699 446317 10856 7770 3095 1615 53 1562 103 4675 1480 210 435461 386 60 392
is_linear=0
shrinkage=0.1


Tree=4904
num_leaves=31
num_cat=0
split_feature=3 6 6 0 0 1 4 4 2 0 4 1 1 5 4 3 0 0 0 0 4 3 0 4 0 0 0 3 4 0
split_gain=2.94747e+11 2.86641e+12 1.09347e+13 1.66336e+13 2.09679e+13 1.70812e+13 4.17511e+13 2.63589e+13 2.05864e+13 2.04796e+13 2.77674e+13 1.75452e+13 2.92251e+13 1.45428e+13 3.1848e+13 2.07835e+13 3.45139e+13 1.37449e+13 4.31759e+13 2.6513e+13 1.18567e+14 1.79979e+13 2.01223e+13 1.76549e+13 1.65692e+13 1.92084e+13 1.52071e+13 2.80722e+13 1.4943e+13 2.11267e+13
threshold=4.5000000000000009 125.02000000000002 134.05000000000004 50.596941950000009 47.234875100000004 39.044653900000007 3.5000000000000004 4.5000000000000009 9613.5000000000018 45.055912800000009 9.5000000000000018 38.965413050000002 38.011626600000007 3.5000000000000004 5.5000000000000009 3.5000000000000004 45.022979600000006 56.309668500000008 56.067362750000008 56.342669500000007 9.5000000000000018 3.5000000000000004 51.567244500000008 22.500000000000004 56.638205000000006 56.791379400000004 56.148747500000006 1.5000000000000002 13.500000000000002 53.341100000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 13 -9 -11 12 -3 15 -15 -7 -17 18 21 20 -19 22 -5 -24 -21 -26 -20 -28 29 -23
right_child=-2 2 -4 17 -6 8 7 9 -10 10 -12 -13 -14 14 -16 16 -18 19 26 24 -22 28 23 -25 25 -27 27 -29 -30 -31
leaf_value=40.542868071433062 -25.401235085529457 -3828.7338689630687 286.70782985072532 77747.091379310339 -57643.139721903673 -18447.268305555557 -109909.55961538463 -49718.59461759869 -38363.743854137858 78950.214958639714 -41981.286700581397 -5621.1207572115381 161098.16651785714 66418.640262934845 -20496.469810267859 -12538.989330357144 147302.25046164772 -1111.7588922559601 115644.01826923079 60577.127639358107 -234711.12209821428 106100.3556451613 -4362.8333609089295 -60485.822198275862 -82611.511103219702 -5450.3153221674947 126676.69683948865 -13958.191777343753 -12356.10185922476 19789.856134528083
leaf_weight=1901858 2153416 22 13435 29 109 225 52 190 113 34 43 65 21 106 70 35 22 97 39 37 28 31 1668 58 33 1443 22 40 130 333
leaf_count=1901858 2153416 22 13435 29 109 225 52 190 113 34 43 65 21 106 70 35 22 97 39 37 28 31 1668 58 33 1443 22 40 130 333
internal_value=0 28.4835 -1209.25 -5153.93 -15998.8 -11450.5 -26579.1 -44773.4 -137.181 -32087.7 11417 27161.6 76717 9294.26 31850.1 -4783.16 49154.1 -2143.58 2757.79 -9175.45 -53438 -114.663 -4860.81 -6248.77 -5518.59 -7175.46 66719.6 35944.5 16746.6 27140.5
internal_weight=0 1.92039e+06 18530 5095 1107 998 427 319 571 267 77 108 43 458 176 282 57 3988 2350 1638 125 2249 1755 1726 1513 1476 101 62 494 364
internal_count=4073804 1920388 18530 5095 1107 998 427 319 571 267 77 108 43 458 176 282 57 3988 2350 1638 125 2249 1755 1726 1513 1476 101 62 494 364
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=31
num_cat=0
split_feature=6 4 6 6 6 6 2 0 4 5 0 1 1 3 6 1 0 0 4 4 0 5 1 1 0 1 0 4 0 0
split_gain=2.77233e+11 4.11255e+12 6.0371e+12 1.16444e+13 1.88779e+13 2.87608e+13 3.06779e+13 3.0283e+13 4.09739e+13 3.54928e+13 2.57862e+13 2.15167e+13 2.26188e+13 2.83013e+13 2.58606e+13 2.38071e+13 2.3263e+13 2.43808e+13 2.75998e+13 2.24806e+13 2.0475e+13 1.89271e+13 1.82036e+13 4.4721e+13 1.68181e+13 1.65051e+13 1.55018e+13 3.50508e+13 2.01283e+13 3.71301e+13
threshold=62.375000000000007 18.500000000000004 77.565000000000012 78.605000000000004 79.710000000000022 80.030000000000015 75.000000000000014 55.749683450000006 25.500000000000004 2.5000000000000004 55.806294650000005 37.401708450000008 37.563506350000004 20.500000000000004 79.015000000000015 37.843405600000004 55.660117850000006 55.858844800000007 27.500000000000004 20.500000000000004 45.047736150000013 2.5000000000000004 37.488790500000007 37.600779750000008 55.834019500000004 37.425454150000007 45.001720900000002 21.500000000000004 55.622114900000007 55.568628050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 7 9 10 -6 -9 -5 13 14 16 21 -13 18 -18 -16 -17 -14 -11 -24 -12 -21 27 -4 29 -28
right_child=1 2 3 4 5 -7 -8 8 -10 22 24 12 15 -15 19 20 17 -19 -20 25 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-15.655451660241646 129.14358349260189 -961.25378405775473 108404.06798611111 -19304.805436306768 -108765.09836647728 -185.34453858869966 12246.501374582578 -129671.86680443173 44663.377275815219 66488.98830106431 35699.466259765628 120469.53438387784 26733.138879024624 -34727.023716517862 59149.094419642854 -30665.535729624928 44488.978966214367 94304.807147606392 -76751.04045758929 53896.332477678574 2679.2239812537823 -30072.576187022318 -95353.930893841913 39061.975157618261 -55636.680015345977 -31368.682523396812 838.64330377527187 -15728.064300271739 8323.3956090099218 -42847.403155517582
leaf_weight=2995108 904546 91478 45 1021 22 69606 3256 42 46 69 24 44 66 84 56 206 57 47 28 28 1736 527 34 91 126 120 1480 46 3541 224
leaf_count=2995108 904546 91478 45 1021 22 69606 3256 42 46 69 24 44 66 84 56 206 57 47 28 28 1736 527 34 91 126 120 1480 46 3541 224
internal_value=0 43.4689 -401.531 217.813 -93.9301 271.917 8850.94 -15501.4 -40105.6 11608.9 -60414.9 -6766.19 -2497.45 17801.6 29413.2 -6212.95 57499 36508.9 4551.09 5182.38 -857.862 -23750.2 25259.5 2500.85 -41022.9 -15237.5 4735.98 45656 4026.03 -4904.12
internal_weight=0 1.0787e+06 174150 82672 77336 73316 3710 454 238 216 192 4020 2999 464 380 2535 176 132 85 204 1942 593 194 125 150 148 5336 91 5245 1704
internal_count=4073804 1078696 174150 82672 77336 73316 3710 454 238 216 192 4020 2999 464 380 2535 176 132 85 204 1942 593 194 125 150 148 5336 91 5245 1704
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=31
num_cat=0
split_feature=2 6 6 5 6 0 0 7 0 3 5 0 4 1 1 0 0 1 6 0 5 4 1 0 4 6 4 3 0 3
split_gain=3.14205e+11 2.01116e+12 1.83638e+13 3.00688e+13 1.69864e+13 4.1407e+13 4.95053e+13 4.46269e+13 3.75625e+13 3.29035e+13 2.15267e+13 4.02297e+13 2.02053e+13 3.06853e+13 1.69687e+13 1.67213e+13 2.6539e+13 1.71283e+13 1.62546e+13 1.62519e+13 2.87268e+13 2.73929e+13 2.94738e+13 1.72895e+13 1.77635e+13 1.89993e+13 3.26817e+13 1.84747e+13 1.61098e+13 1.54552e+13
threshold=915.50000000000011 96.050000000000011 97.020000000000024 3.5000000000000004 94.02500000000002 55.676890650000011 55.685785750000008 6.0000000000000009 55.660117850000006 2.5000000000000004 3.5000000000000004 55.60524465000001 9.5000000000000018 37.702956500000006 37.682335600000009 55.539595350000006 55.728148450000006 37.442254400000003 95.045000000000016 55.858844800000007 3.5000000000000004 23.500000000000004 37.534144550000008 55.768246800000007 13.500000000000002 95.045000000000016 21.500000000000004 13.500000000000002 55.737027400000009 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 15 -1 8 -7 9 10 28 -6 14 -9 29 -12 -3 -17 -18 -10 20 23 -21 -23 -11 -25 26 -26 -27 -8 -14
right_child=-2 2 -4 -5 5 6 7 12 18 19 11 -13 13 -15 -16 16 17 -19 -20 21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=68.511884912615216 -12.424011801152325 -19198.835311498398 250.60769189186792 -13608.854798222934 -27612.361155854989 108728.67300967262 97794.543438251203 65739.65282600309 -153552.96708333335 -19767.518721915851 -24089.819639756945 136992.24969371449 64080.342689915713 -39218.52838541667 46236.497826086961 52845.781032072373 46114.146544178257 -728.71217507102278 -47612.270172991077 -18211.578977219408 30862.442885044642 141080.77825113933 -12596.866225961539 -127660.09325086806 -173851.27991071431 12135.801959325398 -45204.826463386198 -77665.95667317709 12312.982220501079 14945.376758654364
leaf_weight=661885 3394471 78 13750 284 712 42 26 81 30 153 135 22 76 96 46 285 109 275 28 333 56 24 26 36 28 63 67 36 145 406
leaf_count=661885 3394471 78 13750 284 712 42 26 81 30 153 135 22 76 96 46 285 109 275 28 333 56 24 26 36 28 63 67 36 145 406
internal_value=0 62.08 1215.79 14087.9 36.4192 -7928.22 1515.11 -1210.66 -24369.1 -14600.1 -19422.3 9303.36 18964.9 12409.9 -6216.83 24617.9 29726.6 12567.8 -102409 -22902.6 -36036.2 -7848.66 61168.4 -45817.7 -63146.7 -51175.1 -83121.7 -20519.4 25310.2 22692.8
internal_weight=0 679333 14781 1031 664552 2667 1694 1652 973 993 915 203 659 578 181 747 669 384 58 822 439 383 50 383 230 194 95 99 171 482
internal_count=4073804 679333 14781 1031 664552 2667 1694 1652 973 993 915 203 659 578 181 747 669 384 58 822 439 383 50 383 230 194 95 99 171 482
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=31
num_cat=0
split_feature=4 1 1 7 6 0 6 6 6 6 0 6 6 3 6 6 6 6 6 6 6 3 4 3 6 6 6 0 6 6
split_gain=2.96294e+11 1.80038e+12 3.00016e+12 1.06984e+13 1.07378e+13 1.03138e+13 8.6826e+12 8.8445e+12 8.65142e+12 9.262e+12 1.18372e+13 1.22183e+13 1.86326e+13 1.13706e+13 1.00163e+13 7.62772e+12 6.55114e+12 7.95338e+12 6.27342e+12 7.90606e+12 7.73065e+12 6.18434e+12 1.29133e+13 5.83854e+12 5.8277e+12 5.70441e+12 9.27931e+12 5.57409e+12 5.39794e+12 5.29525e+12
threshold=9.5000000000000018 20.507515800000004 28.601854300000003 6.0000000000000009 84.00500000000001 54.724612400000005 66.50500000000001 64.015000000000015 101.02000000000002 89.00500000000001 54.707511300000007 67.91500000000002 64.805000000000021 8.5000000000000018 95.045000000000016 68.515000000000015 65.410000000000011 58.755000000000003 67.445000000000007 81.705000000000013 78.010000000000005 3.5000000000000004 10.500000000000002 4.5000000000000009 44.820000000000007 45.305000000000007 47.005000000000003 54.724612400000005 37.995000000000012 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 5 6 8 7 25 9 10 11 12 -3 14 -11 16 17 24 -8 20 -20 -19 -23 27 -7 28 -27 -9 -5 -17
right_child=1 2 -4 4 -6 15 18 23 -10 13 -12 -13 -14 -15 -16 29 -18 21 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-28.953657656815256 1501.4659536979414 -13140.959314480635 25.195158134833353 -2510.0271679039288 -31346.069350296413 -4875.5060019180919 9318.7739631958993 -17338.854804511542 -35643.08360501803 87402.645707110976 16082.811626325336 -50142.578663793101 69274.540762867648 -12512.633064516129 16761.844933363969 -51986.54926417151 40069.443549923781 -68057.068079065401 -10530.950999656883 35620.17930947581 -70652.516851562497 40284.142345973429 -49215.259973787004 -35709.728343727154 21389.292569508274 9796.16603399411 -7403.814018673278 35809.139400227861 -21420.305652589988 -12968.576999806835
leaf_weight=1892492 8229 142 2168042 266 156 223 623 111 39 49 616 58 34 31 34 43 41 27 148 31 25 28 38 171 136 469 947 24 349 182
leaf_count=1892492 8229 142 2168042 266 156 223 623 111 39 49 616 58 34 31 34 43 41 27 148 31 25 28 38 171 136 469 947 24 349 182
internal_value=0 25.12 19.5294 -2417.21 -5734.03 3981.29 -4471.24 -7587.47 10531.1 12399.2 8809.48 -10337.4 2780.22 39164.4 58465.5 -5168.4 1794.7 -1677.12 4334.86 -10885.6 -19219 -27739.4 -11245.8 -23436.5 5074.39 -5199.59 -1706.93 -7890.32 -13241.2 -20425.3
internal_weight=0 2.18131e+06 2.17308e+06 5041 3320 1721 3164 2337 1003 964 850 234 176 114 83 718 493 452 827 204 173 93 66 306 359 2031 1416 135 615 225
internal_count=4073804 2181312 2173083 5041 3320 1721 3164 2337 1003 964 850 234 176 114 83 718 493 452 827 204 173 93 66 306 359 2031 1416 135 615 225
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=31
num_cat=0
split_feature=4 0 6 1 0 6 3 3 3 4 6 0 6 4 3 7 1 6 6 6 7 6 1 6 3 0 1 6 6 6
split_gain=2.81116e+11 4.27263e+12 4.6875e+12 4.84921e+12 3.73079e+12 3.97937e+12 3.31882e+12 2.82217e+12 1.28959e+13 1.56686e+13 1.06339e+13 8.08715e+12 2.0957e+13 2.36557e+13 1.65688e+13 4.18056e+13 1.61484e+13 1.03471e+13 1.13557e+13 2.3807e+13 9.48491e+12 8.60548e+12 8.29304e+12 6.77336e+12 6.07509e+12 5.89663e+12 5.87848e+12 4.15511e+12 4.60728e+12 3.81174e+12
threshold=35.500000000000007 55.685785750000008 69.015000000000015 37.600779750000008 56.818587550000011 69.605000000000004 18.500000000000004 16.500000000000004 15.500000000000002 37.500000000000007 50.795000000000009 55.806294650000005 68.00500000000001 37.500000000000007 8.5000000000000018 6.0000000000000009 37.534144550000008 40.015000000000008 46.420000000000009 51.805000000000007 6.0000000000000009 63.415000000000006 37.618684050000006 94.02500000000002 8.5000000000000018 55.759969450000007 37.503969450000007 45.305000000000007 61.025000000000006 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 7 6 -6 8 11 10 -10 12 13 17 20 -16 24 -3 -19 -20 -14 22 25 29 -13 27 -22 -15 -29 -18
right_child=1 4 -4 -5 5 -7 -8 -9 9 -11 -12 16 14 21 15 -17 23 18 19 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.75831421082425654 33297.552170410163 2751.8117476851853 -58948.645182291664 -28428.432086181641 28833.804585774738 56498.481648763031 -17070.316486467633 -1788.4580830511325 128333.23734375002 -10644.032456752233 41273.093731299872 -15761.002769431092 65568.433875000002 -32395.411848958334 -158401.05201822918 -7008.3651229055313 19063.368702175194 122032.08818359376 -42866.64722167969 83381.457594842432 11125.280830846208 63808.386931818182 -43970.752210115133 41572.824385029562 -68417.766042968753 44947.580302159928 -38849.980218505858 26137.161104781539 -26521.177197265628 -5221.2049412720589
leaf_weight=4070412 20 27 24 35 36 24 28 1764 20 42 47 39 25 33 24 76 73 32 20 59 89 22 38 37 50 34 32 54 24 564
leaf_count=4070412 20 27 24 35 36 24 28 1764 20 42 47 39 25 33 24 76 73 32 20 59 89 22 38 37 50 34 32 54 24 564
internal_value=0 909.984 -22073.6 -5982.62 1458.04 21772.9 8750.75 903.711 4154.21 37242.7 67261.2 1486.58 10289.2 26263.7 -11984.1 -43342.6 -5308.66 58271.7 71776.6 51419.9 9494.26 4716.9 -2387 -22.1649 -45343.5 8510.81 -2091.32 -2650 9934.6 -2438.2
internal_weight=0 3392 79 55 3313 88 64 3225 1461 109 67 1352 589 343 246 100 763 138 111 79 146 205 183 674 89 145 121 111 78 637
internal_count=4073804 3392 79 55 3313 88 64 3225 1461 109 67 1352 589 343 246 100 763 138 111 79 146 205 183 674 89 145 121 111 78 637
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=31
num_cat=0
split_feature=1 6 6 6 3 3 1 0 1 7 0 0 0 2 5 0 6 6 1 1 0 6 4 6 4 6 3 3 4 7
split_gain=2.79118e+11 2.32907e+12 9.30628e+12 7.66834e+12 1.15959e+13 1.08363e+13 1.45948e+13 1.37702e+13 9.84244e+12 9.56814e+12 1.722e+13 1.05593e+13 7.47682e+12 7.08332e+12 6.84992e+12 7.39787e+12 8.75972e+12 8.43272e+12 7.70915e+12 1.05086e+13 1.62485e+13 1.20242e+13 9.93818e+12 9.90011e+12 9.62248e+12 9.17974e+12 1.01372e+13 1.78881e+13 8.3222e+12 2.0764e+13
threshold=82.971668900000012 59.010000000000012 58.755000000000003 58.995000000000012 8.5000000000000018 2.5000000000000004 83.001701100000005 55.030407050000001 83.015546400000019 6.0000000000000009 54.916864950000011 55.014086100000007 54.94613300000001 9651.0000000000018 2.5000000000000004 52.07762420000001 73.41500000000002 72.020000000000024 92.948588300000011 92.90968070000001 56.105603650000006 77.010000000000005 9.5000000000000018 86.920000000000016 2.5000000000000004 60.005000000000003 4.5000000000000009 5.5000000000000009 6.5000000000000009 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 -4 10 -6 -11 -5 -13 15 16 17 -3 19 -17 21 -21 24 -24 -20 26 -26 -28 29 -27
right_child=1 14 3 4 9 7 -8 -9 -10 11 -12 13 -14 -15 -16 18 -18 -19 22 20 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=10.46885265073853 0.74893373220750137 6437.0193593672411 21438.651488579646 34392.201493060005 -18552.675509868419 -5369.802547078054 2284.237294862065 11282.642654491856 1586.1023132200917 19702.842534934305 28053.477891511862 30303.869921875001 3554.2338554645412 -7761.8561107073656 16.337028177247785 -1558.4183286989555 -5409.9508120426663 44279.413281250003 9899.7244426812067 20195.271956688186 -20419.538720060649 -18601.663666509274 -653.20735603475623 70394.575546874999 -14445.536894267316 -13573.688839997363 -101319.09419049203 -20337.690670072116 -3003.8974823780554 -80712.297656250012
leaf_weight=3512022 373358 1699 504 244 95 3254 1694 586 495 275 479 54 116 516 130889 43232 710 61 180 654 152 91 1013 20 148 476 47 65 624 51
leaf_count=3512022 373358 1699 504 244 95 3254 1694 586 495 275 479 54 116 516 130889 43232 710 61 180 654 152 91 1013 20 148 476 47 65 624 51
internal_value=0 -65.4468 74.4263 3383.86 2261.24 307.394 6170.15 -2828.57 11601.8 10376.8 20339.9 3608.96 24455.5 -4155.63 -361.848 -1367.48 3966.18 7748.6 -1649.26 -1336.14 9377.02 15456.3 -6915.24 722.355 -11874.1 -14651.8 -31622.6 -54321 -10818.3 -20071
internal_weight=0 561782 381670 8312 7313 5894 2054 3840 999 1419 574 845 360 570 180112 49223 2470 1760 46753 44129 897 745 2624 1033 1591 1411 260 112 1151 527
internal_count=4073804 561782 381670 8312 7313 5894 2054 3840 999 1419 574 845 360 570 180112 49223 2470 1760 46753 44129 897 745 2624 1033 1591 1411 260 112 1151 527
is_linear=0
shrinkage=0.1


Tree=4910
num_leaves=31
num_cat=0
split_feature=2 3 6 6 6 4 0 1 6 6 1 3 1 4 0 1 3 0 7 0 6 6 3 3 6 6 0 1 1 6
split_gain=2.80656e+11 3.98189e+12 1.05999e+13 1.5896e+13 1.66124e+13 2.73743e+13 1.64981e+13 1.78914e+13 1.43519e+13 3.53328e+13 3.66269e+13 3.98233e+13 9.45507e+12 1.72057e+13 9.35068e+12 9.25151e+12 1.31621e+13 9.20837e+12 1.49527e+13 1.69341e+13 3.2492e+13 3.63049e+13 1.97807e+13 1.39068e+13 2.80849e+13 2.19953e+13 2.75982e+13 1.82073e+13 3.0019e+13 1.67282e+13
threshold=36.000000000000007 16.500000000000004 79.710000000000022 78.605000000000004 78.010000000000005 24.500000000000004 55.850146250000009 37.425454150000007 86.920000000000016 87.395000000000024 37.517483500000004 20.500000000000004 37.740454950000007 27.500000000000004 55.812023600000011 37.631035900000008 21.500000000000004 55.710673100000008 6.0000000000000009 55.568628050000008 68.515000000000015 73.995000000000019 18.500000000000004 21.500000000000004 75.010000000000005 36.605000000000011 55.595177750000005 37.503969450000007 37.517483500000004 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 -1 3 4 17 -6 7 -5 -4 10 -10 -12 14 -14 -9 16 -8 18 19 20 -3 22 -22 29 25 -25 -27 -28 -29 -21
right_child=-2 2 8 6 5 -7 15 12 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-230.85773111525796 7.2719082525010101 -126.81819743493632 12813.667549294543 -87589.931116832391 2550.0725614659927 63601.073123224429 93533.676429966523 2641.8284337574851 -7534.0191162109377 3387.5862565430143 -225368.90037202381 -32846.340447443181 -89443.421679687512 -12145.997504058441 -66713.999289772735 -26645.91514423077 -5274.654266826924 1781.1890923705514 472.81294425997822 -4929.1074272907354 196507.2728693182 -19283.816958383413 59097.126015624999 53691.395841083831 85519.532524671056 -68473.121854894314 21446.594671327068 -131047.71209077381 -7828.8787684333402 -21924.754877722924
leaf_weight=255834 3783399 496 1675 44 221 110 28 167 64 2147 21 22 46 77 22 26 26 17574 8664 1096 22 26 20 63 38 68 221 21 338 1228
leaf_count=255834 3783399 496 1675 44 221 110 28 167 64 2147 21 22 46 77 22 26 26 17574 8664 1096 22 26 20 63 38 68 221 21 338 1228
internal_value=0 -94.7385 912.578 285.563 559.205 22838.9 -18672.3 -27893.6 5802.62 592.548 -55491.1 -126869 -19474.9 -41054 -5431.34 22362.6 45959.3 312.357 -1786.11 -7167.29 8760.32 73584.2 131074 -10090.5 1759.23 -2717.41 -8201.6 -1135.29 -15036.7 -13909.6
internal_weight=0 290405 34571 30642 30206 331 436 356 3929 2254 107 43 312 123 189 80 54 29875 12301 3637 564 68 42 3073 749 711 648 580 359 2324
internal_count=4073804 290405 34571 30642 30206 331 436 356 3929 2254 107 43 312 123 189 80 54 29875 12301 3637 564 68 42 3073 749 711 648 580 359 2324
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=31
num_cat=0
split_feature=4 6 4 1 1 0 1 1 7 3 3 2 1 6 0 0 0 3 3 4 3 3 4 1 5 6 6 3 0 0
split_gain=2.98206e+11 2.43576e+12 4.60739e+12 1.16302e+13 9.35978e+12 1.0604e+13 1.15459e+13 9.89642e+12 1.11067e+13 1.86283e+13 1.37894e+13 1.74913e+13 1.49426e+13 1.45211e+13 1.14613e+13 1.32295e+13 2.94075e+13 2.17091e+13 1.57715e+13 1.33348e+13 1.2766e+13 1.92315e+13 1.32967e+13 1.62851e+13 1.18175e+13 1.08125e+13 1.05374e+13 9.79398e+12 1.28471e+13 2.59148e+13
threshold=28.500000000000004 56.805000000000007 31.500000000000004 37.374856000000008 37.331232350000008 55.743464250000009 30.389265100000003 37.563506350000004 6.0000000000000009 16.500000000000004 8.5000000000000018 75.000000000000014 37.503969450000007 40.905000000000008 55.749683450000006 55.696737300000009 55.579943700000008 15.500000000000002 17.500000000000004 29.500000000000004 4.5000000000000009 22.500000000000004 30.500000000000004 37.503969450000007 1.5000000000000002 35.305000000000007 54.010000000000012 27.500000000000004 55.737027400000009 55.806294650000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 12 -12 13 -6 15 16 -10 24 -18 -19 25 -22 23 -23 -17 -16 -27 28 -11 -30
right_child=1 -3 3 -5 7 6 -8 -9 14 27 11 -13 -14 -15 20 17 18 19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.435659673986065 -31939.164488447477 627.73196328687618 -9042.3872648107754 1111.0061281990559 -7368.829827008858 -1206.9566085711629 37556.006854740881 -1530.9491654446906 -2974.2028722346331 -80140.33400102095 70859.383565167693 -27821.786379076089 -42802.710554846941 86628.969907407416 -44563.275153082774 21442.528115699406 -97080.172656250012 -86246.014266304352 -10486.439086174243 4677.839114492911 -42187.976516738971 113363.21625000001 -24727.932792478619 -4783.6998046875005 92051.796609015219 33896.407973345595 -45207.880059523814 18423.780052548362 55959.591229838719 -70458.811695772063
leaf_weight=4041054 47 15172 1263 10566 42 147 161 3676 420 44 82 23 49 27 37 63 58 23 33 54 398 20 66 28 38 85 21 42 31 34
leaf_count=4041054 47 15172 1263 10566 42 147 161 3676 420 44 82 23 49 27 37 63 58 23 33 54 398 20 66 28 38 85 21 42 31 34
internal_value=0 -300.539 -1101.75 26.9131 -3424.06 12304.1 19055.5 -4459.19 -10724.8 4517.38 22882.2 49243.5 -574.928 29412.9 -14966.2 -5962.37 -14140.6 17515.7 -65678 -22481.2 -24437.5 -31815.5 4397.17 44444.2 48008.4 1978.94 18224.8 -22604.2 -38413.1 -10167
internal_weight=0 32750 17578 11829 5749 355 308 5394 1718 374 223 105 118 69 1344 689 511 178 91 77 655 512 114 48 101 143 106 151 109 65
internal_count=4073804 32750 17578 11829 5749 355 308 5394 1718 374 223 105 118 69 1344 689 511 178 91 77 655 512 114 48 101 143 106 151 109 65
is_linear=0
shrinkage=0.1


Tree=4912
num_leaves=31
num_cat=0
split_feature=1 1 4 6 6 6 3 0 3 7 0 6 6 6 6 4 6 5 6 5 6 5 0 6 0 6 0 0 6 6
split_gain=2.87819e+11 4.21446e+12 8.01916e+12 1.11593e+13 1.02425e+13 1.00055e+13 9.88185e+12 7.37488e+12 6.60852e+12 6.49177e+12 6.23774e+12 6.16928e+12 6.16531e+12 6.35718e+12 6.44162e+12 5.88266e+12 2.63932e+13 1.34089e+13 5.19087e+13 1.28714e+13 1.79356e+13 8.93372e+12 1.06043e+13 1.33776e+13 9.36844e+12 8.51731e+12 1.43649e+13 1.61155e+13 2.66125e+13 1.34105e+13
threshold=37.957884500000006 37.978059650000013 23.500000000000004 93.050000000000011 61.425000000000004 65.00500000000001 16.500000000000004 56.685611200000004 22.500000000000004 6.0000000000000009 45.177967300000006 30.025000000000002 78.010000000000005 73.41500000000002 68.515000000000015 18.500000000000004 37.005000000000003 2.5000000000000004 63.005000000000003 1.5000000000000002 32.515000000000008 3.5000000000000004 55.749683450000006 84.00500000000001 55.81943720000001 91.02500000000002 55.834019500000004 55.79439725000001 96.050000000000011 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 7 4 11 -6 12 10 9 -8 -2 -4 13 14 -7 25 19 -18 -19 20 -17 22 -20 -24 -25 -12 27 28 -27 -29
right_child=1 -3 3 -5 5 6 8 -9 -10 -11 15 -13 -14 -15 -16 16 17 18 21 -21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=43.665456777358848 -21874.861561316287 -7.5004033275910436 -52735.805805664073 -38213.615467379386 59885.292557920264 -31115.330208333333 15254.255791440217 32019.262385805192 1531.7021028645834 81073.888958030526 -1796.439325940695 3297.8739348847066 18270.262619850851 -54558.538678175413 34978.963591056032 24845.198707352054 -19718.208745220472 52030.568049298592 -38513.742597795099 31014.309602347887 -11589.955507473591 32678.865625000002 64729.269093750001 -76238.58355654763 5896.3366615853665 84933.628554687501 -51634.175878906251 25073.695703125002 -12917.578751446759 111926.5263671875
leaf_weight=1101410 165 2956684 20 57 58 30 23 62 30 43 11253 1119 99 31 29 207 1173 137 211 189 389 28 25 21 41 35 28 40 135 32
leaf_count=1101410 165 2956684 20 57 58 30 23 62 30 43 11253 1119 99 31 29 207 1173 137 211 189 389 28 25 21 41 35 28 40 135 32
internal_value=0 -16.1801 -1649.73 5206.06 6876.05 22025.3 14320.5 -2394.28 40447.7 58136.7 -2545.51 2313.96 1049.58 -17893.2 1371.7 -2316.78 -6797.82 -14030.4 379.628 8275.37 1064.54 -21326.4 -26400.8 2976.68 -21923.6 -1375.31 16176.5 24022.3 7228.26 63675
internal_weight=0 2.97239e+06 15710 1539 1482 343 285 14171 96 66 14109 1139 189 90 59 13944 2421 1636 463 785 596 326 298 87 62 11523 270 242 170 72
internal_count=4073804 2972394 15710 1539 1482 343 285 14171 96 66 14109 1139 189 90 59 13944 2421 1636 463 785 596 326 298 87 62 11523 270 242 170 72
is_linear=0
shrinkage=0.1


Tree=4913
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 7 1 1 4 1 2 1 6 4 0 1 1 1 1 4 4 1 1 1 4 4 6 6 5
split_gain=2.82381e+11 1.80318e+12 1.74852e+13 2.45422e+13 7.53321e+13 9.83051e+13 4.18083e+13 9.28305e+13 7.37009e+13 7.86384e+13 1.36608e+14 8.03092e+13 5.30697e+13 7.55526e+13 4.92191e+13 6.3376e+13 6.02524e+13 4.9078e+13 3.90031e+13 4.20011e+13 3.79139e+13 4.44847e+13 5.41475e+13 4.23169e+13 3.77236e+13 3.75475e+13 3.50224e+13 4.66749e+13 3.45946e+13 6.67379e+13
threshold=915.50000000000011 55.866549750000011 55.840017500000009 38.430814800000007 37.702956500000006 38.166910000000009 6.0000000000000009 37.488790500000007 37.234509300000006 19.500000000000004 37.631035900000008 75.000000000000014 37.46219940000001 86.030000000000015 20.500000000000004 55.850146250000009 37.682335600000009 37.374856000000008 37.682335600000009 37.600779750000008 11.500000000000002 14.500000000000002 37.563506350000004 37.600779750000008 37.290808600000013 8.5000000000000018 25.500000000000004 55.805000000000007 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 -1 4 6 -6 7 12 -8 10 11 20 -4 25 -11 16 -16 24 19 28 -10 23 -23 -22 -13 -14 27 -17 -9 -30
right_child=-2 -3 3 -5 5 -7 8 18 9 14 -12 17 13 -15 15 26 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.2611839927308335 -11.778042044480323 -238.10300944097924 4235.2274263984609 11735.193231375824 -41240.395797976576 3783.988637629137 -34122.645902093711 -2346.6947412698382 -8022.5010363109395 -21534.65061800518 73882.670419224334 75407.204783950627 -26357.66545138889 -146190.96365489133 16499.461923344101 6420.4066678229183 85030.620943429138 33521.947447398401 -36596.270776618876 3302.2428495361019 -45320.764094518447 37889.044617493761 -8921.185314805256 41598.564233532095 218149.66263020836 45820.032799658358 23231.327113537078 -14109.613145084308 -131725.18029513891 -19135.822210182316
leaf_weight=492118 3394471 157173 6140 2621 914 1033 414 1544 1091 756 420 81 81 23 1534 2358 140 559 485 2359 61 338 919 685 24 654 564 2088 54 2102
leaf_count=492118 3394471 157173 6140 2621 914 1033 414 1544 1091 756 420 81 81 23 1534 2358 140 559 485 2359 61 338 919 685 24 654 564 2088 54 2102
internal_value=0 58.8522 148.237 2490.33 1606.67 -17352.3 3055.72 -777.111 7337.71 8815.12 19793.9 13748.8 7317.08 32280.9 2649.89 5385.3 22230.9 45304.7 -9309.16 -7124.93 6976.67 15146.5 3665.81 34491.2 108034 37865.8 -243.33 -3221.22 -13773 -21955.8
internal_weight=0 679333 522160 30042 27421 1947 25474 13442 12032 11618 4178 3758 6898 758 7440 6684 1674 664 6544 6059 3094 2003 1257 746 105 735 5010 4446 3700 2156
internal_count=4073804 679333 522160 30042 27421 1947 25474 13442 12032 11618 4178 3758 6898 758 7440 6684 1674 664 6544 6059 3094 2003 1257 746 105 735 5010 4446 3700 2156
is_linear=0
shrinkage=0.1


Tree=4914
num_leaves=31
num_cat=0
split_feature=4 1 1 0 6 0 3 7 1 4 6 1 6 0 3 5 1 7 6 5 6 1 3 0 2 6 6 0 3 6
split_gain=3.70821e+11 2.09699e+12 2.18966e+12 4.08204e+12 3.2586e+12 2.70415e+12 4.04005e+12 1.21223e+13 5.18823e+12 9.5409e+12 3.21047e+13 8.53527e+12 6.05238e+12 1.01803e+13 4.66633e+12 4.205e+12 8.81466e+12 1.03684e+13 8.6816e+12 5.28061e+12 4.72623e+12 4.19051e+12 3.90117e+12 3.68e+12 3.59695e+12 3.33145e+12 4.84821e+12 3.14767e+12 6.54554e+12 2.05748e+13
threshold=28.500000000000004 82.966990000000024 60.66055595000001 56.802121050000004 68.00500000000001 55.554045200000012 5.5000000000000009 6.0000000000000009 37.543519500000009 32.500000000000007 48.945000000000007 39.652459050000012 101.02000000000002 43.6005307 11.500000000000002 1.5000000000000002 56.02161850000001 6.0000000000000009 45.305000000000007 2.5000000000000004 88.00500000000001 49.692247900000005 28.500000000000004 54.73499850000001 3062.5000000000005 114.05000000000001 91.02500000000002 55.595177750000005 8.5000000000000018 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 5 -4 -5 6 7 21 9 10 -8 14 13 -13 -10 18 20 19 -15 -18 -17 -2 -16 -9 -14 26 -11 28 29 -7
right_child=1 -3 3 4 -6 27 8 23 11 25 -12 12 24 15 22 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.7160632877204454 -55060.361379523034 28615.760180908204 -10360.735588709775 29416.83699161305 -4128.6664732975751 233.2083853056937 -45657.961872170192 -15142.614704975329 76773.658593750006 249.32406873158408 118479.14768629808 73512.580842391311 -57148.653260869571 12748.171460168604 16019.946895105699 9935.6779893311832 39948.371173650572 -914.16328125000007 -20132.363488689749 109234.42302911932 -23337.007364908855 -10282.832682291668 59412.556926081728 10689.435772310324 -2352.0498124999999 25199.15125558036 -16625.458579989347 -272.308000096662 -1007.0884017336195 -47878.972878527289
leaf_weight=4041054 57 25 487 51 67 264 22 76 20 753 26 23 23 169 102 386 22 31 153 22 48 33 26 201 25 42 220 28138 1104 134
leaf_count=4041054 57 25 487 51 67 264 22 76 20 753 26 23 23 169 102 386 22 31 153 22 48 33 26 201 25 42 220 28138 1104 134
internal_value=0 -335.138 -357.255 -6317.42 10369.8 -244.991 2927.07 -6757.59 4609.16 -315.628 43249.6 9594.92 5942.83 7884.84 31852.9 6068.43 11726.3 43382.4 -2875.19 74591.4 6255.75 -38641.9 24834.1 3601.94 -28608.8 -2375.86 -3566.15 -510.4 -4970.73 -15965.4
internal_weight=0 32750 32725 605 118 32120 2480 367 2113 1063 48 1050 902 854 148 831 509 75 322 44 434 90 128 277 48 1015 973 29640 1502 398
internal_count=4073804 32750 32725 605 118 32120 2480 367 2113 1063 48 1050 902 854 148 831 509 75 322 44 434 90 128 277 48 1015 973 29640 1502 398
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=31
num_cat=0
split_feature=2 0 1 0 6 1 1 1 1 6 7 4 6 4 4 1 6 3 6 6 3 6 6 6 6 1 1 3 6 6
split_gain=3.05743e+11 4.04052e+12 2.70115e+13 2.57652e+13 3.14479e+13 3.02563e+13 4.57595e+13 4.11243e+13 5.23462e+13 6.8421e+13 4.31214e+13 7.25298e+13 4.20832e+13 3.85624e+13 4.44823e+13 3.85021e+13 3.75425e+13 3.06456e+13 2.93392e+13 2.8956e+13 3.16051e+13 4.55475e+13 2.74334e+13 5.06901e+13 4.06971e+13 3.95031e+13 3.57815e+13 3.57632e+13 3.72249e+13 4.57854e+13
threshold=36.000000000000007 55.676890650000011 37.780517050000007 55.685785750000008 44.820000000000007 37.517483500000004 37.586700500000006 37.682335600000009 37.702956500000006 53.310000000000009 6.0000000000000009 24.500000000000004 78.010000000000005 5.5000000000000009 8.5000000000000018 37.543519500000009 55.805000000000007 3.5000000000000004 53.705000000000005 75.605000000000004 5.5000000000000009 54.990000000000002 81.02500000000002 77.010000000000005 94.02500000000002 37.843405600000004 37.755233900000007 7.5000000000000009 57.995000000000012 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 12 9 17 22 -12 13 -8 -15 -7 -11 -9 -17 20 21 -16 23 26 25 -24 27 28 -10 -30
right_child=-2 3 -4 -5 5 6 7 8 10 16 11 -13 -14 14 19 18 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=496.32991880352967 7.5899503449306458 2915.3287666317206 -20155.591021867462 -169.67172428952708 -36805.457931587291 -15414.14146869366 21761.967072753905 29453.793039772732 -22638.202693342962 153535.98969907407 -174713.04131944446 14285.357881123311 30154.512163254312 -166826.42270507815 -76229.895371942941 -7477.5481804973333 31154.269711495537 -86424.784177048146 38443.682091016526 -153344.3821553548 -59110.994764662726 23398.073377623179 -225074.19780505952 88911.504488357852 5835.9364184109672 -58373.991743607963 3465.9745952802837 9452.9748150165269 -185387.00465029763 -52214.452457439365
leaf_weight=109816 3783399 2121 637 173993 444 416 80 33 119 27 45 37 87 32 69 205 350 74 433 24 359 137 21 51 53 44 485 104 42 67
leaf_count=109816 3783399 2121 637 173993 444 416 80 33 119 27 45 37 87 32 69 205 350 74 433 24 359 137 21 51 53 44 485 104 42 67
internal_value=0 -98.8819 377.227 -391.114 -6856.85 -12257.3 -9045.89 -16838.8 -7392.53 19888.4 -19755.8 -89433.3 -35443.5 -43584.8 -52003 8255.16 39919 -50686.5 23688.4 -45764.8 -41195 -9972.46 -13961.1 -7811.03 -59200.9 -112231 -13848.8 -39142.9 -61309.5 -103529
internal_weight=0 290405 110453 179952 5959 3838 3394 2340 1552 484 1068 82 788 701 621 1054 377 107 638 589 565 206 986 868 118 65 817 332 228 109
internal_count=4073804 290405 110453 179952 5959 3838 3394 2340 1552 484 1068 82 788 701 621 1054 377 107 638 589 565 206 986 868 118 65 817 332 228 109
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=31
num_cat=0
split_feature=4 6 1 6 3 4 0 7 1 3 6 4 6 2 6 0 3 6 0 0 6 1 6 3 3 6 1 6 0 0
split_gain=2.80429e+11 2.06492e+12 4.51465e+12 4.27545e+12 9.56429e+12 7.7141e+12 7.5676e+12 9.8871e+12 8.85431e+12 6.54359e+12 4.89936e+12 4.58046e+12 2.63041e+13 2.97868e+13 2.56898e+13 2.50509e+13 2.53743e+13 5.38644e+13 2.36536e+13 1.64019e+13 1.59903e+13 3.48649e+13 1.09356e+13 9.23424e+12 9.75625e+12 8.10142e+12 7.21215e+12 5.79777e+12 5.47767e+12 1.41649e+13
threshold=28.500000000000004 56.805000000000007 65.64204770000002 57.995000000000012 18.500000000000004 32.500000000000007 55.667390500000003 6.0000000000000009 37.702956500000006 22.500000000000004 57.410000000000004 29.500000000000004 62.010000000000012 75.000000000000014 114.05000000000001 55.850146250000009 4.5000000000000009 69.015000000000015 55.834019500000004 55.883833400000007 70.00500000000001 37.649344350000007 67.91500000000002 9.5000000000000018 19.500000000000004 76.00500000000001 37.503969450000007 66.50500000000001 55.806294650000005 55.876067900000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -3 -6 -10 12 13 -5 15 16 17 18 -14 -17 21 22 27 -22 26 -19 -25 -18 -13 -30
right_child=1 2 -4 11 5 -7 7 -9 10 -11 -12 28 14 -15 -16 19 20 25 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2.3619446255191785 -1029.1478936524261 28231.291167853862 43023.646867187505 -123328.37479967948 -18581.709134615387 -12422.269587734103 76835.597892992417 19167.050354817708 -8580.953414784306 29644.036567914605 -76255.424921875005 -1330.4729360241251 74614.529539695941 -12459.905882072449 -104165.03542798915 -98149.668619791672 -48856.653228183968 26077.232384672621 203754.22798913045 -11777.38125698876 -24294.742702375141 67745.907364169034 -108175.52075000001 32175.228137207032 7115.1577052696084 -58174.701625000002 99313.843188476574 14331.99625 10944.166509673722 -68.785531349206849
leaf_weight=4041054 17578 34 25 39 39 287 33 300 23 101 20 7327 37 64 23 24 53 21 23 262 28 33 25 32 51 25 32 20 1562 4629
leaf_count=4041054 17578 34 25 39 39 287 33 300 23 101 20 7327 37 64 23 24 53 21 23 262 28 33 25 32 51 25 32 20 1562 4629
internal_value=0 -291.442 563.249 493.169 7439.97 -3034.73 18349 24882 -9903.98 16209.7 -40057.5 86.8467 -7304.58 -54439.2 -258.328 3330.04 20155.5 61701.3 124118 -19025.4 4082.97 -21156.8 -51093.4 27204.7 39743.7 -19711.9 65744.5 -31544.7 519.9 2709.8
internal_weight=0 32750 15172 15147 837 427 410 333 77 140 43 14310 792 103 689 666 380 106 60 286 274 131 98 143 115 46 64 73 13518 6191
internal_count=4073804 32750 15172 15147 837 427 410 333 77 140 43 14310 792 103 689 666 380 106 60 286 274 131 98 143 115 46 64 73 13518 6191
is_linear=0
shrinkage=0.1


Tree=4917
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 4 7 0 4 0 6 7 0 4 4 0 0 6 0 4 0 5 6 3 6 4 6 6 4 4
split_gain=2.74005e+11 4.43249e+12 7.28528e+12 1.42289e+14 1.80834e+13 4.48866e+13 2.80166e+13 7.05e+13 4.4255e+13 2.00458e+13 2.09263e+13 1.63996e+13 1.63944e+13 1.46201e+13 1.43627e+13 1.42374e+13 3.07454e+13 2.20098e+13 7.22049e+13 3.36955e+13 2.14506e+13 7.25268e+13 1.14157e+14 3.09291e+13 3.38209e+13 1.00215e+14 6.62729e+13 4.74837e+13 3.10184e+13 1.92308e+13
threshold=38.166910000000009 38.247071200000008 8.5000000000000018 6.5000000000000009 15.500000000000002 14.500000000000002 6.0000000000000009 56.288960650000007 10.500000000000002 56.288960650000007 56.505000000000003 6.0000000000000009 55.579943700000008 10.500000000000002 16.500000000000004 56.309668500000008 56.385857200000011 66.50500000000001 56.288960650000007 9.5000000000000018 56.288960650000007 2.5000000000000004 61.025000000000006 8.5000000000000018 47.805000000000007 9.5000000000000018 41.990000000000002 34.010000000000012 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 -2 5 6 12 -8 -9 -7 -11 -6 13 -4 -13 17 -17 20 -19 -20 -14 23 -23 24 26 -26 27 -22 -29 -25
right_child=1 -3 4 -5 11 9 7 8 -10 10 -12 14 15 -15 -16 16 -18 18 19 -21 21 22 -24 29 25 -27 -28 28 -30 -31
leaf_value=40.575480741854719 -244.40422589371087 -7.3755500679411545 7335.7349594267962 225610.56121651788 3944.295474401481 -30953.276606276941 -62560.065962837834 190634.56428148676 18003.882870370373 -58869.080963766173 -185103.87161458333 72848.913169642852 -16992.43222958226 -17307.348325254858 -10523.707968777506 72045.279502289879 -8891.3761636997642 -19609.159391728153 -214442.55645161291 -52622.815553977271 81729.786376953125 278794.34537760419 -40463.315401785716 -157759.98312500003 -145769.42083333334 129555.63671875 152971.93958333333 -158813.49184782611 7275.4158469460226 -22273.150639204545
leaf_weight=1181580 7378 2876335 905 28 3489 58 37 33 27 29 24 21 1359 328 1287 58 246 270 31 22 32 24 21 20 39 20 36 23 22 22
leaf_count=1181580 7378 2876335 905 28 3489 58 37 33 27 29 24 21 1359 328 1287 58 246 270 31 22 32 24 21 20 39 20 36 23 22 22
internal_value=0 -16.5766 -1682.21 609.49 -3682.96 -8950.07 -7005.59 46003.3 112951 -71576.5 -116032 364.282 -8483.99 780.235 -9185.16 -13572.1 6550.49 -16723.7 -40556.9 -147272 -11965.9 14409 129807 -9857.06 8929.05 -52438.9 40970.7 -11393.5 -77614.5 -86790.7
internal_weight=0 2.89222e+06 15889 7406 8483 3686 3575 97 60 111 53 4797 3478 1233 1308 2245 304 1941 323 53 1618 259 45 214 172 59 113 77 45 42
internal_count=4073804 2892224 15889 7406 8483 3686 3575 97 60 111 53 4797 3478 1233 1308 2245 304 1941 323 53 1618 259 45 214 172 59 113 77 45 42
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=31
num_cat=0
split_feature=2 0 0 7 1 1 1 1 1 1 1 4 0 4 6 0 1 4 6 6 4 4 4 4 4 6 4 6 6 1
split_gain=2.7737e+11 2.01616e+12 1.33861e+13 2.70973e+13 1.29417e+14 9.87108e+13 9.59624e+13 6.08561e+13 6.79878e+13 7.26981e+13 1.37628e+14 8.55889e+13 8.01618e+13 7.34201e+13 6.1347e+13 5.63766e+13 1.0444e+14 7.75896e+13 5.57666e+13 5.17576e+13 5.5758e+13 6.05761e+13 9.25129e+13 5.28195e+13 5.02034e+13 4.81538e+13 4.7231e+13 4.00695e+13 7.0389e+13 6.33062e+13
threshold=915.50000000000011 55.753967500000009 55.783232450000007 6.0000000000000009 38.109452700000006 38.247071200000008 37.897576350000001 37.873748150000004 37.600779750000008 37.631035900000008 37.682335600000009 12.500000000000002 55.775215600000003 7.5000000000000009 45.995000000000012 55.768246800000007 37.534144550000008 13.500000000000002 38.805000000000007 38.010000000000012 24.500000000000004 23.500000000000004 22.500000000000004 21.500000000000004 19.500000000000004 92.02500000000002 7.5000000000000009 71.715000000000018 64.805000000000021 37.543519500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 18 7 8 15 19 14 12 13 -12 -11 16 -5 -18 -6 -10 21 22 23 24 -21 -15 -16 28 29 -3
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 11 -13 -14 25 26 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=211.76028539557802 -11.673063346853827 -12198.619893433664 99.743795460757795 12020.499141070752 64611.515168563186 -20886.81285532756 -94167.9541015625 56644.892966163083 -5466.0125608178141 138782.8428732639 78350.258970424111 -4119.3719392041567 55134.07357954546 -106283.65764614831 -106328.47180397727 -4909.2199369144082 293209.02629616478 66421.658740234372 186732.08276289684 -38151.333704065015 26801.026544889857 -98455.446408236225 140447.33243534484 -113193.57014054009 81713.655132378481 25939.766232988914 65752.712257543099 10607.886806475239 -21374.07661109167 3342.2484255024956
leaf_weight=378834 3394471 3266 267393 1194 92 83 126 151 681 90 28 2655 55 247 22 4521 22 48 63 1189 122 177 29 92 36 31 58 3100 1652 13276
leaf_count=378834 3394471 3266 267393 1194 92 83 126 151 681 90 28 2655 55 247 22 4521 22 48 63 1189 122 177 29 92 36 31 58 3100 1652 13276
internal_value=0 58.3276 -135.102 -2031.93 -5873.21 67120.9 -7374.22 -6418.94 -7261.87 -15209.4 -5396.67 -10331.1 -56015.9 -75993.9 82146.4 310.584 18980.5 137698 114248 -28650.2 -38248 -43458.8 -36226.7 -40117 -34628.8 -91539.3 18430.4 98.8763 -1691.71 273.909
internal_weight=0 679333 300499 33106 11812 238 11574 11448 11297 5512 3186 3016 361 306 170 5785 1264 70 155 2326 1645 1523 1346 1317 1225 278 80 21294 18194 16542
internal_count=4073804 679333 300499 33106 11812 238 11574 11448 11297 5512 3186 3016 361 306 170 5785 1264 70 155 2326 1645 1523 1346 1317 1225 278 80 21294 18194 16542
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=31
num_cat=0
split_feature=6 6 4 4 3 4 1 4 1 0 2 5 3 2 4 6 0 5 0 1 2 3 6 1 6 1 1 4 0 3
split_gain=2.82035e+11 4.12586e+12 1.1935e+13 1.75098e+13 1.67609e+13 1.78222e+13 1.50761e+13 3.14323e+13 1.52394e+13 1.75545e+13 1.49035e+13 2.11234e+13 2.02755e+13 1.56619e+13 1.85917e+13 1.51358e+13 1.83264e+13 1.4829e+13 3.79185e+13 2.65232e+13 2.38655e+13 2.34678e+13 2.15558e+13 2.09616e+13 2.03571e+13 2.00849e+13 1.88304e+13 1.92415e+13 1.83674e+13 1.6467e+13
threshold=62.375000000000007 60.910000000000004 7.5000000000000009 10.500000000000002 2.5000000000000004 13.500000000000002 30.260128500000004 18.500000000000004 30.303340300000002 59.982409200000006 75.000000000000014 3.5000000000000004 4.5000000000000009 5873.0000000000009 9.5000000000000018 61.025000000000006 55.554045200000012 2.5000000000000004 55.579943700000008 37.729575300000008 75.000000000000014 3.5000000000000004 62.010000000000012 39.652459050000012 61.805000000000007 37.563506350000004 37.740454950000007 21.500000000000004 55.972700350000004 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 10 5 -5 7 -7 -8 -10 11 15 -13 -12 -15 -4 -17 19 23 22 21 -21 -6 -19 29 -24 -26 -28 -20 -23
right_child=-2 2 3 4 17 6 8 -9 9 -11 13 12 -14 14 -16 16 -18 18 28 20 -22 24 25 -25 26 -27 27 -29 -30 -31
leaf_value=5.873875816982105 43.843809740812922 -2226.4971774409046 -34086.863126691685 -20484.947875769416 -3443.5449636080011 74701.522917728158 -92340.748281250009 -29422.811787109375 -6073.5452877347734 40034.323931453931 4368.1103147850181 132070.50546874999 -7047.8186789772726 -3294.3442713040686 7031.9055033155064 -53789.204771205354 303.9499725085347 -28332.928788003363 22339.557694400515 -61148.789322916666 129.62782483134635 64590.467074218759 -7826.1730573889135 -422.16440250840299 123744.9322157118 -31406.842165885217 62782.617270795039 3900.6640775240385 4058.5832311833083 4182.9875854755837
leaf_weight=2896423 1078696 32348 254 825 8965 69 20 50 2892 85 16665 20 22 7054 2316 70 595 340 1185 36 20209 50 1031 1290 27 556 119 104 1025 463
leaf_count=2896423 1078696 32348 254 825 8965 69 20 50 2892 85 16665 20 22 7054 2316 70 595 340 1185 36 20209 50 1031 1290 27 556 119 104 1025 463
internal_value=0 -15.7905 -651.643 116.306 -1229.52 -7415.73 -3955.5 30951.8 -5341.54 -4757.06 2077.57 -10152 59199 2528.99 -741.986 -13321.5 -5390.07 -540.827 5326.73 -1254.75 799.812 17750.7 -5345.18 -6244.04 21473.3 -16087.6 44871.7 35322 13860.8 10070.7
internal_weight=0 2.99511e+06 98685 66337 39341 3941 3116 119 2997 2977 26996 961 42 26035 9370 919 665 35400 3840 31560 21008 799 10552 1630 763 1587 250 223 2210 513
internal_count=4073804 2995108 98685 66337 39341 3941 3116 119 2997 2977 26996 961 42 26035 9370 919 665 35400 3840 31560 21008 799 10552 1630 763 1587 250 223 2210 513
is_linear=0
shrinkage=0.1


Tree=4920
num_leaves=31
num_cat=0
split_feature=4 2 0 1 3 3 0 6 5 4 6 0 1 1 6 6 6 0 3 6 6 6 6 5 6 0 6 1 3 0
split_gain=3.10512e+11 3.15103e+12 8.67103e+12 3.94211e+13 2.20984e+13 2.46099e+13 1.71181e+13 4.18783e+13 2.20403e+13 1.69503e+13 3.34176e+13 2.7613e+13 3.8128e+13 2.15244e+13 1.6795e+13 1.67253e+13 2.2911e+13 1.41561e+13 1.22328e+13 1.20897e+13 3.69936e+13 2.71831e+13 1.30162e+13 4.27464e+13 1.46035e+13 1.83566e+13 1.66237e+13 4.81179e+13 2.57084e+13 4.04926e+13
threshold=5.5000000000000009 36.000000000000007 55.622114900000007 37.586700500000006 3.5000000000000004 2.5000000000000004 55.633951400000008 59.815000000000005 2.5000000000000004 4.5000000000000009 53.705000000000005 55.520061350000013 37.46219940000001 37.534144550000008 59.245000000000012 41.365000000000002 37.005000000000003 55.60524465000001 2.5000000000000004 112.00500000000001 130.05000000000004 106.49500000000002 101.02000000000002 3.5000000000000004 90.045000000000016 55.81943720000001 84.810000000000016 37.488790500000007 4.5000000000000009 55.783232450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 17 15 13 -13 14 -12 16 -11 -1 -4 21 -21 22 24 -24 26 -26 -8 -28 29 -29
right_child=-2 -3 6 4 -6 -7 19 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=1434.4316555714638 -17.26324925596046 67.310824111567683 -6250.7125546875004 -83157.511835106387 -155482.38070652174 44992.618563565338 -643.39120580002202 -108795.62313988095 109398.88834459461 -6467.4735986513078 -48657.843745117192 -43173.602067364387 -192990.65031250002 -84306.892486447701 7759.5488189894158 10035.723463874197 -69086.722792418572 78801.508007812503 46320.269602683744 -115087.86522321429 29292.260720486112 90141.298401988635 -164894.72921875003 23843.13026041667 9149.7284602076124 69518.998367059437 -169562.99009232956 -75715.388627373424 83561.132617187512 32745.607690029457
leaf_weight=1622 2928705 1123208 75 47 23 22 17973 21 37 330 80 53 25 49 155 486 71 24 108 35 36 33 20 30 289 61 22 79 24 61
leaf_count=1622 2928705 1123208 75 47 23 22 17973 21 37 330 80 53 25 49 155 486 71 24 108 35 36 33 20 30 289 61 22 79 24 61
internal_value=0 44.1525 -1144.08 -6150.9 -70594.1 -42298 -352.96 26128 39007 -4102.96 -12887.1 -38491.4 -91191.9 -24017.4 -11446.4 -2437.5 -17554.7 2562.51 24774.8 -694.914 -41881 -537.631 -698.868 -51652 -561.224 19671.2 -951.188 -30693.3 -12064.4 -28457.4
internal_weight=0 1.1451e+06 21891 2987 92 69 18904 241 220 2895 1249 362 78 284 235 887 401 1646 183 18663 71 18592 18559 50 18509 350 18159 186 164 140
internal_count=4073804 1145099 21891 2987 92 69 18904 241 220 2895 1249 362 78 284 235 887 401 1646 183 18663 71 18592 18559 50 18509 350 18159 186 164 140
is_linear=0
shrinkage=0.1


Tree=4921
num_leaves=31
num_cat=0
split_feature=6 6 0 0 1 1 3 4 2 4 0 4 1 1 0 4 3 3 4 4 4 1 5 1 0 0 3 0 0 0
split_gain=2.68549e+11 3.06036e+12 1.16705e+13 1.14261e+13 8.88358e+12 1.27319e+13 9.84068e+12 1.24774e+13 2.93914e+13 1.49376e+13 2.53625e+13 1.35864e+13 1.20399e+13 4.1074e+13 2.5893e+13 1.15563e+13 1.08378e+13 1.00466e+13 1.77893e+13 3.03396e+13 3.89068e+13 1.65912e+13 1.44503e+13 1.82588e+13 1.11393e+13 2.74548e+13 2.67587e+13 1.74362e+13 1.39411e+13 2.9214e+13
threshold=142.05000000000004 138.05000000000004 61.686687400000004 42.965693300000005 82.93515810000001 82.92647190000001 4.5000000000000009 12.500000000000002 1696.0000000000002 10.500000000000002 47.234875100000004 16.500000000000004 82.648284550000014 82.895858600000011 55.034466500000008 15.500000000000002 6.5000000000000009 5.5000000000000009 16.500000000000004 9.5000000000000018 8.5000000000000018 65.559704250000024 4.5000000000000009 39.723160900000003 43.6005307 45.00849250000001 8.5000000000000018 45.022979600000006 45.040161900000008 45.059854000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -5 -11 15 17 -14 -15 -10 -16 18 19 20 22 24 -8 -24 -19 26 -26 -27 -29 -30
right_child=-2 2 -4 4 -6 -7 12 8 11 10 -12 -13 13 14 16 -17 -18 21 -20 -21 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-1.00536697281989 -362.81900484600095 54218.605057779947 78886.673906249998 -4204.3509690715391 19109.816744697655 -77074.369791666672 31390.947832160597 -86258.026704545468 37161.202710620782 -117223.94556451612 16702.350180288464 12918.263596270161 164478.09538690478 -43151.885903532617 13400.587500000001 124155.76271784856 113835.28110795455 -33642.468520075163 87689.678412388399 -52343.14653825431 161918.90523437501 -59784.655013760661 -82502.425592672429 36807.11222826087 150450.99050000001 -67747.256785714286 11399.564112903226 37366.681856863841 -79509.570685369326 3901.6083009074387
leaf_weight=4049233 20299 42 20 1962 277 21 151 22 37 31 26 93 21 46 21 26 22 79 35 58 20 44 29 23 25 35 31 112 44 919
leaf_count=4049233 20299 42 20 1962 277 21 151 22 37 31 26 93 21 46 21 26 22 79 35 58 20 44 29 23 25 35 31 112 44 919
internal_value=0 1.81691 2676.93 2318.46 1800.69 581.615 998.48 -3432.81 21948 -5670.44 -56134.8 37207.8 6675.18 38680.4 8997.77 73063.7 64785.8 4481.68 20460.9 12087.2 28844.9 564.354 15734.1 -29730.9 2697.17 5159.29 73476.1 1712.68 3974.16 90.5056
internal_weight=0 4.0535e+06 4272 4252 4210 3933 3912 2197 178 2019 57 156 1715 110 89 63 43 1605 316 281 223 1289 203 52 1245 1166 56 1110 1075 963
internal_count=4073804 4053505 4272 4252 4210 3933 3912 2197 178 2019 57 156 1715 110 89 63 43 1605 316 281 223 1289 203 52 1245 1166 56 1110 1075 963
is_linear=0
shrinkage=0.1


Tree=4922
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 0 0 4 1 1 0 4 4 1 2 0 6 4 6 1 3 0 6 3 6 5 6 6 3 4
split_gain=2.70029e+11 2.01203e+12 9.85889e+12 1.75387e+13 1.03807e+13 2.35233e+13 4.98361e+13 4.25404e+13 6.75674e+13 6.17238e+13 3.75998e+13 7.28499e+13 3.47549e+13 3.32511e+13 3.64236e+13 8.5115e+13 4.31266e+13 6.43637e+13 5.35165e+13 3.71341e+13 3.69417e+13 7.39316e+13 4.72101e+13 3.40527e+13 3.36314e+13 2.88436e+13 4.23675e+13 2.97244e+13 2.85589e+13 3.78137e+13
threshold=915.50000000000011 58.755000000000003 37.442254400000003 56.638205000000006 55.850146250000009 55.728148450000006 55.768246800000007 15.500000000000002 37.290808600000013 37.425454150000007 55.840017500000009 10.500000000000002 25.500000000000004 37.318079750000003 75.000000000000014 55.82518790000001 95.045000000000016 28.500000000000004 105.00500000000001 37.374856000000008 13.500000000000002 55.812023600000011 94.02500000000002 5.5000000000000009 62.375000000000007 3.5000000000000004 106.49500000000002 118.04500000000002 5.5000000000000009 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 4 -4 5 -3 12 8 -8 10 -10 -12 -7 24 -15 19 17 23 -18 20 25 22 -22 -17 -9 26 -16 -28 -21 -30
right_child=-2 2 3 -5 -6 6 7 13 9 -11 11 -13 -14 14 15 16 18 -19 -20 28 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-63.358149568988608 -11.517554566958488 -1779.2413699053589 698.31387330022892 -36188.208746669086 -3197.5288075654707 20792.50059175038 3785.0522392370349 15441.806553516215 -25551.637887685312 29172.719321361943 -232858.28792067312 -39260.177825689934 -5035.7185305623616 -172.82465477111623 17699.044927821593 35384.811408730158 -153922.08097656252 9522.557083445583 72095.365482954541 -16083.020972108006 171390.89522705079 -29490.51275004237 -14146.193945312501 120004.5095789172 -10984.655544690866 79445.82322469684 -169216.48999999999 -19907.131679687503 86350.260314298939 -28939.198013392859
leaf_weight=454833 3394471 25834 171442 129 14253 2272 2115 662 1416 201 26 77 676 1565 739 63 20 116 22 57 32 484 24 194 1767 67 20 40 152 35
leaf_count=454833 3394471 25834 171442 129 14253 2272 2115 662 1416 201 26 77 676 1565 739 63 20 116 22 57 32 484 24 194 1767 67 20 40 152 35
internal_value=0 57.5506 302.51 670.58 -890.602 -40.4459 3457.45 57.0265 -8184.97 -22903.9 -29794.9 -88129.6 14869.9 5273.74 11333.6 20054 60535.9 71353.2 -35532 9872.17 3622.65 -16904.5 91875 99261.2 -3782.38 16422.5 11137.6 -69676.9 45883.8 64772
internal_weight=0 679333 224500 171571 52929 38676 12842 9894 3835 1720 1519 103 2948 6059 3630 2065 415 373 42 1650 1406 540 56 257 2429 866 799 60 244 187
internal_count=4073804 679333 224500 171571 52929 38676 12842 9894 3835 1720 1519 103 2948 6059 3630 2065 415 373 42 1650 1406 540 56 257 2429 866 799 60 244 187
is_linear=0
shrinkage=0.1


Tree=4923
num_leaves=31
num_cat=0
split_feature=0 6 6 1 4 1 3 0 3 0 3 0 0 4 0 1 5 0 4 4 4 0 3 6 4 3 1 4 0 6
split_gain=2.79079e+11 3.05009e+12 8.02796e+12 1.55793e+13 1.33487e+13 2.17731e+13 2.29886e+13 3.29394e+13 3.50553e+13 3.05313e+13 2.25024e+13 1.74487e+13 1.54642e+13 1.44347e+13 3.49662e+13 2.30406e+13 3.27091e+13 4.13263e+13 2.94279e+13 2.62477e+13 2.40029e+13 3.61511e+13 2.11184e+13 2.01653e+13 1.83006e+13 1.39424e+13 2.32594e+13 1.53052e+13 1.38641e+13 1.36989e+13
threshold=55.029726000000004 67.00500000000001 75.010000000000005 38.97264950000001 21.500000000000004 38.948208550000011 10.500000000000002 45.053967500000006 15.500000000000002 45.036141150000006 5.5000000000000009 45.063245050000006 45.022979600000006 19.500000000000004 45.055912800000009 38.927872750000006 2.5000000000000004 45.040161900000008 9.5000000000000018 17.500000000000004 16.500000000000004 45.090603300000005 5.5000000000000009 68.515000000000015 13.500000000000002 10.500000000000002 38.893394150000006 23.500000000000004 45.022979600000006 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 3 4 13 25 9 8 -8 12 -11 -9 -7 15 23 24 17 18 -17 -20 22 -22 28 -15 -3 26 -6 -28 -18 -16
right_child=-2 2 -4 -5 5 6 7 11 -10 10 -12 -13 -14 14 29 16 20 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=95.16061741023816 -22.485860922002061 1192.0290980563623 98.871234027005158 -1617.7820033224584 9198.9229817708328 1044.6892252604166 12148.468124999999 15955.644412416401 156960.78403320312 53836.704277012708 -22711.619915216623 -60175.097115384619 -92504.908541277982 69871.485528706398 -12048.808565266927 -16335.945959051725 33096.410839326505 7833.3928577076003 58870.619889788832 4370.0853789747807 144776.79375000001 5852.5347364738809 -25042.059453354537 -2859.2822575606051 -6631.9262161416036 14919.016284287716 154566.25016276044 62026.440512695321 -3672.9438130672261 -59506.242539886109
leaf_weight=1398051 2343880 15696 224159 82422 69 24 35 132 32 59 110 39 67 43 96 87 118 2319 393 114 26 67 468 336 3693 226 24 70 783 166
leaf_count=1398051 2343880 15696 224159 82422 69 24 35 132 32 59 110 39 67 43 96 87 118 2319 393 114 26 67 468 336 3693 226 24 70 783 166
internal_value=0 30.4662 -242.066 -951.576 1219.47 13270 -577.131 21879.2 81312.6 -21133.3 4012.35 -1407.51 -67832.5 781.49 -14026.5 1180.91 7735.97 13861.6 37395.8 46616.1 -4469.16 44691.6 -7808.78 5392.49 -298.19 30997.1 53289.4 85653.6 1142.58 -42117.3
internal_weight=0 1.72992e+06 331873 107714 25292 887 498 238 67 260 169 171 91 24405 641 23764 4375 2913 594 507 1462 93 1369 379 19389 389 163 94 901 262
internal_count=4073804 1729924 331873 107714 25292 887 498 238 67 260 169 171 91 24405 641 23764 4375 2913 594 507 1462 93 1369 379 19389 389 163 94 901 262
is_linear=0
shrinkage=0.1


Tree=4924
num_leaves=31
num_cat=0
split_feature=6 4 1 0 0 4 6 0 1 3 6 4 4 1 7 1 3 1 3 7 4 0 5 7 3 6 0 1 4 7
split_gain=2.98988e+11 3.72195e+12 5.56958e+12 1.64839e+13 2.78964e+13 6.25795e+13 2.66107e+13 2.04666e+13 2.23828e+13 3.53881e+13 3.47615e+13 1.99655e+13 1.70212e+13 2.47281e+13 3.36312e+13 3.22695e+13 2.80918e+13 1.88393e+13 1.66035e+13 2.0422e+13 1.55058e+13 5.32371e+13 1.54293e+13 1.51925e+13 2.35137e+13 1.98627e+13 1.43188e+13 4.39668e+13 5.24005e+13 1.94432e+13
threshold=62.375000000000007 18.500000000000004 82.901648750000021 55.039488700000007 55.026775150000006 22.500000000000004 65.410000000000011 55.046782850000007 82.92647190000001 6.5000000000000009 66.990000000000023 24.500000000000004 23.500000000000004 82.93515810000001 6.0000000000000009 82.906746050000024 13.500000000000002 82.918694400000007 2.5000000000000004 6.0000000000000009 19.500000000000004 55.017684700000011 1.5000000000000002 6.0000000000000009 3.5000000000000004 62.995000000000012 55.055052800000006 82.941727000000014 19.500000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -5 -11 -12 13 14 15 -9 -16 -18 19 -10 21 -4 -20 24 -7 -26 29 28 -28 -15
right_child=1 2 3 7 5 23 -8 12 18 10 11 -13 -14 26 16 -17 17 -19 22 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-16.258123361517018 126.64691755894908 -587.46192347543092 9868.0127603187011 106252.87166367828 10211.476162915711 -69262.145143176662 -43277.514525760693 22185.505017447918 87172.704579741388 143874.9596875 66761.507753906248 -13676.724438114872 -1856.6914161542977 -59221.201470588247 29346.695624094998 -32308.876348039219 148820.49261410363 54999.022171954719 -58690.08684353299 10741.590780362218 -632.33699067162524 174969.30171875001 7361.6206222944938 9795.659999606225 -94120.943229166674 -1433.6896298657884 -30102.903069196429 2189.5123817085432 141386.04988042093 -1241.4795081038501
leaf_weight=2995108 904546 153176 832 61 109 62 634 375 58 20 40 135 5702 85 232 153 38 49 36 88 6284 20 2006 775 24 631 28 2267 49 181
leaf_count=2995108 904546 153176 832 61 109 62 634 375 58 20 40 135 5702 85 232 153 38 49 36 88 6284 20 2006 775 24 631 28 2267 49 181
internal_value=0 45.1423 -378.198 1150.09 -1969.38 -11718.6 -35430.5 3669.49 11799.9 39777.4 18982.6 4709.16 1499.96 7036.45 21883 6394.52 47519 95978.5 8526.44 41104.6 1084.08 13743.6 6197.14 89.6935 -10401.4 -4829.86 2218.45 4713.59 79026.4 -19768.8
internal_weight=0 1.0787e+06 174150 20974 9371 2235 743 11603 2444 256 195 175 9159 3457 847 528 319 87 2188 146 7136 852 2042 1492 717 655 2610 2344 77 266
internal_count=4073804 1078696 174150 20974 9371 2235 743 11603 2444 256 195 175 9159 3457 847 528 319 87 2188 146 7136 852 2042 1492 717 655 2610 2344 77 266
is_linear=0
shrinkage=0.1


Tree=4925
num_leaves=31
num_cat=0
split_feature=6 7 0 0 0 1 6 6 1 0 6 6 6 4 1 6 1 1 6 6 1 0 3 6 6 1 1 0 0 1
split_gain=2.91293e+11 1.81343e+12 1.107e+13 2.97173e+13 1.99358e+13 1.82746e+13 2.97105e+13 2.27683e+13 1.55543e+13 1.41567e+13 2.78959e+13 2.11677e+13 2.69008e+13 1.5667e+13 2.34851e+13 2.119e+13 1.7751e+13 1.63423e+13 1.59687e+13 1.39029e+13 1.35188e+13 1.27288e+13 2.43734e+13 2.26395e+13 1.78413e+13 1.67665e+13 1.45431e+13 1.58167e+13 1.35476e+13 1.40432e+13
threshold=87.395000000000024 6.0000000000000009 55.791814000000009 55.858844800000007 55.876067900000002 37.649344350000007 93.050000000000011 90.045000000000016 49.195555600000006 55.743464250000009 88.00500000000001 142.05000000000004 94.02500000000002 9.5000000000000018 37.682335600000009 125.02000000000002 37.873748150000004 37.71815560000001 118.04500000000002 125.02000000000002 49.147669400000005 55.667390500000003 3.5000000000000004 116.05000000000001 89.00500000000001 37.401708450000008 37.740454950000007 55.721784200000009 55.702806750000008 37.897576350000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 7 -7 -5 -4 21 20 12 -12 14 15 -14 -16 -15 -19 -20 -11 -3 23 24 -23 -26 -27 -28 29 -24
right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 -13 13 17 16 -17 -18 18 19 -21 -22 22 28 -25 25 26 27 -29 -30 -31
leaf_value=6.703762518241958 52.915690658192318 -1788.4576443094993 11830.513662505869 -49422.221370442712 153.10972486200311 -112499.02384375001 -17930.765031171086 10283.14401123047 -24775.173037190085 63633.978975353508 -25400.404160137448 -87987.374778293932 -65898.034455128203 9938.8665465098275 140901.42112304686 58696.475000000006 36193.063245346966 -25854.086840758817 75977.20653351814 -23179.699384014424 -15187.310149162047 65970.223048777392 23037.743334463288 127712.38600543479 -62294.664006696432 70217.916050347223 33942.636220220877 -33478.334048411889 -7203.673093295457 -8875.8764032160198
leaf_weight=3832905 180006 29622 2854 90 24211 50 99 220 121 73 779 37 39 353 20 21 85 397 31 26 31 77 417 23 28 45 81 61 796 206
leaf_count=3832905 180006 29622 2854 90 24211 50 99 220 121 73 779 37 39 353 20 21 85 397 31 26 31 77 417 23 28 45 81 61 796 206
internal_value=0 -106.662 -578.392 900.258 -238.3 -20884.1 -49665.1 -7050.67 10341.7 -1807.86 -10208.2 -13136.7 -11555.1 -458.837 27618.4 -22290 56137.5 -6199.54 -18747.7 30747.7 40139.2 -1300.98 7026.53 32189.9 24665.9 9873.17 20679 4980.11 1440.58 12485.2
internal_weight=0 240899 60893 27645 24670 459 149 310 2975 33248 1892 1788 1751 972 165 60 105 807 454 57 104 31356 1734 315 292 215 187 142 1419 623
internal_count=4073804 240899 60893 27645 24670 459 149 310 2975 33248 1892 1788 1751 972 165 60 105 807 454 57 104 31356 1734 315 292 215 187 142 1419 623
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=31
num_cat=0
split_feature=4 1 0 1 0 3 1 4 0 6 4 6 1 4 6 4 4 1 4 1 6 4 1 0 6 6 6 6 0 6
split_gain=2.65081e+11 4.99907e+12 1.61225e+13 2.79539e+13 4.2657e+13 2.87664e+13 2.44045e+13 3.3131e+13 2.78861e+13 2.27401e+13 4.3057e+13 4.24572e+13 2.06472e+13 4.2666e+13 2.04442e+13 1.9186e+13 1.61363e+13 1.59004e+13 1.78935e+13 4.96045e+13 2.38844e+13 2.23785e+13 4.48647e+13 4.25876e+13 2.26622e+13 1.58182e+13 1.56014e+13 1.48612e+13 1.47222e+13 1.46227e+13
threshold=16.500000000000004 82.941727000000014 55.02095400000001 82.963919600000011 55.039488700000007 10.500000000000002 82.961694200000011 17.500000000000004 55.061158000000006 91.02500000000002 19.500000000000004 86.030000000000015 82.956351500000011 24.500000000000004 89.00500000000001 25.500000000000004 22.500000000000004 82.966990000000024 22.500000000000004 82.963919600000011 53.705000000000005 17.500000000000004 82.962856350000024 55.007293000000011 41.990000000000002 62.010000000000012 77.565000000000012 93.050000000000011 55.111813300000001 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 17 4 5 9 28 8 14 11 27 -4 -7 -14 -8 -15 26 18 21 -20 -21 22 25 24 -24 -3 -9 -11 -6 -23
right_child=1 2 3 -5 6 12 7 16 -10 10 -12 -13 13 15 -16 -17 -18 -19 19 20 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-13.839284985051803 121.24098959849185 7330.0357389177589 -19065.475872075102 -289.63233499743285 3948.8799125420733 -48.662741304246403 -63119.983422339057 3923.5476053745742 -1212.8029276393404 -180638.44062500002 -10397.662899816176 117412.22024456522 -42691.923636421539 37179.908313751221 26778.878278459826 -48335.191714015149 -17970.009587180673 -855.78864676047624 5509.1291673586802 11109.827133056642 66126.566690092004 14946.077648357745 21273.077122351242 -29064.590501464845 59915.81366878462 -15632.376623883929 71330.230563766891 -82412.919331395358 -5815.53790325315 -1150.9085532885015
leaf_weight=3147398 840589 1050 2550 27997 4870 1842 262 477 149 24 85 23 345 128 28 33 402 27161 3037 125 214 595 292 100 316 420 37 43 2261 10951
leaf_count=3147398 840589 1050 2550 27997 4870 1842 262 477 149 24 85 23 345 128 28 33 402 27161 3037 125 214 595 292 100 316 420 37 43 2261 10951
internal_value=0 47.018 -680.006 -2094.57 -5821.46 -13075.8 -1484.73 -13787.1 -36374.3 -20065.8 -57650.5 -17845.5 -4963.54 -22855.2 -54440.1 19652 -2962 648.108 3036.84 9558.96 45840.2 1432.45 10729.9 31410.6 41357.1 769.346 8775.78 -117598 852.912 -321.383
internal_weight=0 926406 85817 41556 13559 5073 8486 1355 439 2725 152 2573 2348 506 290 161 916 44261 17100 3376 339 13724 2178 708 608 1470 514 67 7131 11546
internal_count=4073804 926406 85817 41556 13559 5073 8486 1355 439 2725 152 2573 2348 506 290 161 916 44261 17100 3376 339 13724 2178 708 608 1470 514 67 7131 11546
is_linear=0
shrinkage=0.1


Tree=4927
num_leaves=31
num_cat=0
split_feature=2 7 3 6 1 0 0 1 4 0 1 5 6 4 6 4 6 1 6 4 3 4 1 0 0 3 4 4 1 0
split_gain=2.90822e+11 1.84477e+12 8.95022e+12 1.11465e+13 1.27422e+13 1.07168e+13 1.18687e+13 3.70983e+13 2.18949e+13 1.27286e+13 5.65977e+13 4.75467e+13 4.5376e+13 2.72018e+13 1.87766e+13 1.50698e+13 1.14647e+13 1.06204e+13 1.04872e+13 1.00905e+13 9.10627e+12 2.32846e+13 2.26077e+13 2.61861e+13 1.93741e+13 3.67855e+13 1.77529e+13 2.38334e+13 2.14945e+13 2.0614e+13
threshold=3338.0000000000005 6.0000000000000009 1.5000000000000002 51.405000000000008 38.109452700000006 59.882709350000006 59.933037250000005 30.303340300000002 20.500000000000004 59.950512650000007 30.315889700000003 2.5000000000000004 63.005000000000003 11.500000000000002 65.410000000000011 8.5000000000000018 56.805000000000007 30.345769800000003 71.715000000000018 25.500000000000004 8.5000000000000018 10.500000000000002 30.157841000000001 59.982409200000006 59.990753350000013 9.5000000000000018 20.500000000000004 18.500000000000004 30.084656550000002 46.323575350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 7 -7 -9 10 11 12 15 -13 -12 -8 -17 -5 -14 -10 26 22 -22 -24 25 -25 27 -4 -29 -30
right_child=-2 2 20 5 -6 6 9 8 19 -11 14 13 18 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=29.305639549592357 32.09610090779816 -3827.3902778631818 -708.14825743461518 -15859.323951648033 2464.326027011638 -64078.634765625 -63820.643750000003 64511.292617187501 -41712.156975241269 14518.969024112932 -150371.0893693034 -134201.07656250001 174131.69481250003 1580.9232096354167 -41828.957238051473 91835.180341796891 -11687.98109714674 3490.2269940828592 80566.243342391317 44048.989937160331 40257.552859664786 1.8583259243258816 3745.3716000325185 36261.391046875004 16020.315614442568 193976.29404761907 870.63910789980218 66415.03832212936 1998.6786546470998 -5889.1711038851581
leaf_weight=1786939 1667517 5727 222826 292 7350 35 23 170 34 694 30 25 25 36 34 20 23 9933 23 23 182 279666 7843 50 111 21 62926 43 4111 17072
leaf_count=1786939 1667517 5727 222826 292 7350 35 23 170 34 694 30 25 25 36 34 20 23 9933 23 23 182 279666 7843 50 111 21 62926 43 4111 17072
internal_value=0 -22.2421 -170.967 1702.29 -291.096 3984.91 12945.7 31752.2 46527.9 7664.58 -12239 17189.8 55318.6 -54067.4 -92708.1 1515.23 36462.3 2937.65 129298 -7106.78 -248.111 155.924 5405.95 4615.55 42114.4 82909.5 -627.001 -1013.15 -4215 -4358.37
internal_weight=0 2.40629e+06 619348 24497 13077 11420 1195 262 227 933 239 175 114 61 64 66 43 10225 48 57 594851 287873 8207 8025 182 71 306978 244052 21226 21183
internal_count=4073804 2406287 619348 24497 13077 11420 1195 262 227 933 239 175 114 61 64 66 43 10225 48 57 594851 287873 8207 8025 182 71 306978 244052 21226 21183
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=31
num_cat=0
split_feature=4 3 6 1 6 1 6 6 1 3 2 6 2 6 1 1 3 6 3 0 0 7 0 5 3 3 4 6 7 0
split_gain=2.96015e+11 1.86476e+12 6.20406e+12 6.68518e+12 4.34277e+12 2.45217e+12 2.13537e+12 1.22703e+13 9.79241e+12 1.22316e+13 6.42711e+12 5.57167e+12 5.55856e+12 7.65746e+12 9.41217e+12 7.24062e+12 3.62248e+13 1.19053e+13 1.2911e+13 7.26618e+12 6.68829e+12 5.97199e+12 5.43419e+12 5.02841e+12 5.00969e+12 1.19767e+13 8.24606e+12 7.40279e+12 6.05202e+12 4.96831e+12
threshold=28.500000000000004 1.5000000000000002 67.00500000000001 37.768783500000005 56.805000000000007 82.966990000000024 97.020000000000024 98.020000000000024 37.649344350000007 9.5000000000000018 2911.0000000000005 92.02500000000002 3062.5000000000005 103.03500000000001 60.636764050000004 37.475446350000006 7.5000000000000009 104.01000000000001 27.500000000000004 55.539595350000006 55.660117850000006 6.0000000000000009 55.834019500000004 2.5000000000000004 18.500000000000004 21.500000000000004 32.500000000000007 110.01500000000001 6.0000000000000009 56.838524800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -10 -11 -3 15 14 -14 16 -9 18 20 -19 -17 -18 -22 -15 26 -26 -21 -28 -29 -13
right_child=1 5 -4 4 -6 -7 7 12 9 10 -12 29 13 23 -16 17 21 19 -20 24 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.4266976936268279 -63948.318434979839 -333.25070270597928 22381.952293437236 13959.682894736843 -40375.591048177084 32388.794624660328 -75130.277138157908 -124648.37998046876 48606.900000000001 -53111.445649157075 4071.8807031249999 5959.3400175541219 -44920.933984375006 40285.833087384264 22066.267968750002 103235.00645254629 51606.185677083333 -41158.579119318187 -26907.112343749999 72240.923312500003 7930.2924153645836 -8078.3052425986843 78508.92531250001 -4295.0816373454991 -62234.856328124995 9187.822392442491 -43388.143288352272 54336.390418836803 6705.6051625075852 37608.836291273583
leaf_weight=4041054 31 30533 37 38 24 23 38 24 23 57 30 773 94 27 27 27 30 33 20 25 24 38 20 402 30 108 22 36 103 53
leaf_count=4041054 31 30533 37 38 24 23 38 24 23 57 30 773 94 27 27 27 30 33 20 25 24 38 20 402 30 108 22 36 103 53
internal_value=0 -299.432 -12252.4 -26031.7 -7073.33 -251.796 -274.827 -4348.33 -31366.1 -16247.6 -33393.1 -114.012 -679.862 -7755.79 -29973.4 6527.1 -19025.6 11774.5 44062.7 3544.19 64054.2 18253.1 40011.5 -1489.29 8097.25 -6338.85 18807.9 10510.9 19041.6 7990.12
internal_weight=0 32750 130 93 62 32620 32597 1238 148 110 87 31359 1090 550 121 540 92 448 91 357 71 68 44 429 324 138 186 161 139 826
internal_count=4073804 32750 130 93 62 32620 32597 1238 148 110 87 31359 1090 550 121 540 92 448 91 357 71 68 44 429 324 138 186 161 139 826
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 4 7 6 4 1 7 6 6 1 4 1 7 7 4 3 6 6 6 1 1 4 4 7 6 6
split_gain=2.85277e+11 8.84044e+12 2.81845e+13 1.38028e+13 1.19724e+13 2.04635e+13 2.58357e+13 1.97367e+13 1.38006e+13 2.85582e+13 1.89915e+13 1.64077e+13 1.48958e+13 2.95873e+13 1.27163e+13 1.6793e+13 1.28889e+13 1.1843e+13 1.15105e+13 1.02049e+13 2.84779e+13 1.16788e+13 2.52043e+13 9.36479e+12 9.31589e+12 4.55148e+13 3.92647e+13 3.86485e+13 3.14887e+13 1.64208e+13
threshold=51.659529100000007 51.707269950000004 39.135518400000002 5325.0000000000009 21.500000000000004 22.500000000000004 6.0000000000000009 82.00500000000001 16.500000000000004 39.231261550000006 6.0000000000000009 76.605000000000004 80.720000000000013 39.178027400000005 24.500000000000004 39.178027400000005 6.0000000000000009 6.0000000000000009 24.500000000000004 8.5000000000000018 91.02500000000002 110.01500000000001 156.15000000000003 39.178027400000005 39.178027400000005 15.500000000000002 15.500000000000002 6.0000000000000009 77.010000000000005 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 18 4 8 6 -6 14 24 11 -11 -10 23 -14 -7 17 -17 -16 -2 20 -15 -21 -23 -13 26 29 -4 -27 -28 -26
right_child=1 -3 3 -5 5 7 -8 -9 9 10 -12 12 13 19 15 16 -18 -19 -20 21 -22 22 -24 -25 25 27 28 -29 -30 -31
leaf_value=-51.275467252106345 -5054.4083913768527 2.0226240829760873 -9838.7271696909829 -26293.064426353722 121828.06270616321 86044.355042613635 22055.186939264113 -51361.234942511801 -3156.3783665648725 10056.306104800577 -48469.665177210372 37970.170609507171 -51364.864135742188 -78338.038867187497 1806.8854893184209 19460.357612395957 -21728.453829094109 19278.199452768709 -33589.561089227667 52599.098052177047 69458.500035511373 -67534.60721982758 74407.675710227268 -4636.2651824951172 8199.7288717001502 2496.8048277064736 32420.759386146732 -67718.628190333417 -40138.769219882248 27157.703860305424
leaf_weight=856830 2758 3201206 1290 145 36 22 93 53 2292 76 205 266 84 32 572 107 262 1206 149 99 22 29 22 64 4541 175 449 142 69 508
leaf_count=856830 2758 3201206 1290 145 36 22 93 53 2292 76 205 266 84 32 572 107 262 1206 149 99 22 29 22 64 4541 175 449 142 69 508
internal_value=0 13.657 2375.67 4385.69 4735.52 11178.3 49898.8 8930.37 3274.16 -2197.02 -32640.6 742.722 15203.5 -1415.29 10403.6 9628.53 -9784.81 13657.5 -6516.99 19152.2 -18124.6 32571.8 -6304.6 29707.1 5707.75 7799.47 -500.339 -28956.2 22755.5 10107.2
internal_weight=0 3.21697e+06 15768 12861 12716 2351 129 2222 10365 3191 281 2910 618 288 2169 2147 369 1778 2907 204 54 150 51 330 7174 5366 1808 317 518 5049
internal_count=4073804 3216974 15768 12861 12716 2351 129 2222 10365 3191 281 2910 618 288 2169 2147 369 1778 2907 204 54 150 51 330 7174 5366 1808 317 518 5049
is_linear=0
shrinkage=0.1


Tree=4930
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 1 3 1 5 3 0 4 0 1 0 0 3 0 0 0 4 1 1 3 4 0 1 1 0 0
split_gain=2.91063e+11 2.92104e+12 1.53816e+13 2.97421e+13 2.73407e+13 2.42993e+13 3.96398e+13 6.15087e+13 6.066e+13 4.1204e+13 4.14124e+13 3.20329e+13 3.36672e+13 2.51222e+13 3.67509e+13 2.49505e+13 2.3041e+13 2.13925e+13 3.44838e+13 2.41452e+13 2.91223e+13 2.09448e+13 6.39581e+13 2.06765e+13 1.94568e+13 1.93223e+13 1.71343e+13 1.65248e+13 1.47156e+13 2.83592e+13
threshold=92.02500000000002 94.02500000000002 55.858844800000007 4.5000000000000009 55.866549750000011 30.323041000000003 2.5000000000000004 30.242318500000007 3.5000000000000004 7.5000000000000009 59.982409200000006 12.500000000000002 59.982409200000006 30.277905650000005 59.933037250000005 59.898927250000007 6.5000000000000009 55.775215600000003 55.783232450000007 55.737027400000009 5.5000000000000009 37.682335600000009 37.475446350000006 1.5000000000000002 17.500000000000004 55.667390500000003 37.401708450000008 30.362494150000003 59.939085000000013 59.91832440000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 11 13 10 -9 -8 24 -6 -15 -11 -14 19 -19 25 -21 22 26 -5 -13 -2 -22 28 29 -7
right_child=1 -3 4 23 5 27 7 9 -10 15 -12 12 16 14 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.758337146110172 -803.94197325320806 -0.41590634602561222 -101955.63273841595 122511.41220703126 -26726.151582511528 -21277.128300626853 18737.959568219867 3244.2134675807379 78242.661044240565 -24316.081889204546 91876.740173339844 -27160.798442508014 -8634.9395507812496 -27335.927209472658 -177739.59337121213 88784.464060796701 -110402.29331121576 108187.79330929488 11680.064679439352 62789.336475929063 11325.695478219699 -13983.815950300888 -170093.56784855772 25607.16943359375 65438.925317382818 19925.962522150676 -67196.649707031247 -5774.0952893242611 1545.8400986258866 -92028.396275684936
leaf_weight=3893126 7109 165065 29 31 122 253 175 299 43 22 64 78 32 32 33 172 73 39 731 37 66 296 39 76 32 480 48 4988 141 73
leaf_count=3893126 7109 165065 29 31 122 253 175 299 43 22 64 78 32 32 33 172 73 39 731 37 66 296 39 76 32 480 48 4988 141 73
internal_value=0 -124.077 -1431.45 1276.04 -5070.17 -4646.51 8384.67 17428.8 -28853.5 38754.2 18870.9 -13028.3 -38884.6 -53479.9 -103695 75958.6 -79387.5 642.068 16568.1 -876.577 -22484.8 -29511.8 -59552.9 53682.2 -222.697 507.213 -21736.3 -7458.19 -25445.9 -37120.2
internal_weight=0 180678 15613 8952 6661 6632 1177 947 230 557 363 390 215 187 65 194 105 8845 770 8075 486 449 153 107 110 7589 114 5455 467 326
internal_count=4073804 180678 15613 8952 6661 6632 1177 947 230 557 363 390 215 187 65 194 105 8845 770 8075 486 449 153 107 110 7589 114 5455 467 326
is_linear=0
shrinkage=0.1


Tree=4931
num_leaves=31
num_cat=0
split_feature=4 6 0 3 0 3 3 4 3 6 1 3 5 4 0 1 0 1 5 0 5 3 1 0 3 6 2 3 5 6
split_gain=2.83238e+11 4.10323e+12 1.51571e+13 3.22904e+13 9.18179e+12 2.08439e+13 1.31019e+13 1.46128e+13 1.3613e+13 1.43943e+13 1.44896e+13 1.03171e+13 9.90878e+12 1.54196e+13 1.57449e+13 3.23136e+13 1.53839e+13 1.45209e+13 1.41912e+13 1.34416e+13 1.26809e+13 1.18586e+13 1.64478e+13 1.66976e+13 2.29465e+13 2.0699e+13 1.36299e+13 1.14927e+13 1.08242e+13 1.67843e+13
threshold=14.500000000000002 149.05000000000004 59.990753350000013 13.500000000000002 45.029425500000009 3.5000000000000004 6.5000000000000009 16.500000000000004 7.5000000000000009 189.00000000000003 38.958307950000012 14.500000000000002 4.5000000000000009 20.500000000000004 55.858844800000007 60.66055595000001 59.950512650000007 60.620042600000012 2.5000000000000004 59.848366150000011 2.5000000000000004 16.500000000000004 82.948524700000021 53.20799465000001 5.5000000000000009 156.15000000000003 3062.5000000000005 13.500000000000002 3.5000000000000004 189.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -8 10 -10 -11 13 16 20 17 18 19 -6 -16 -15 22 23 25 26 -14 -25 -24 -22 -30
right_child=1 2 3 -5 12 6 8 -9 9 11 -12 -13 21 14 15 -17 -18 -19 -20 -21 28 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-17.182117607562969 51.17256522193108 -72706.645033482157 -135049.33159722222 3280.2352777777778 8325.7497401889541 105883.58891601564 -69037.498958333337 9549.2138104838723 -15705.214617187501 -69912.716422526035 46252.761454317166 1716.8440941595263 -73912.977001953128 70265.929843750011 -33563.407775508997 -111828.69330444337 56935.406223958336 35843.326562499999 -19489.307727744697 45101.510156250006 -7405.8276612316549 -14045.054880208334 492.12166725014742 45227.580672554352 24623.669967230904 14236.141131706958 151895.4431875 -54347.729582868313 37668.722157574644 -11167.788411006222
leaf_weight=2859571 1210127 28 27 45 215 32 21 31 50 24 154 124 32 35 132 32 30 64 1249 26 247 300 424 23 225 159 25 42 202 108
leaf_count=2859571 1210127 28 27 45 215 32 21 31 50 24 154 124 32 35 132 32 30 64 1249 26 247 300 424 23 225 159 25 42 202 108
internal_value=0 40.4646 -3115.4 -48593.4 -2303.69 10929.7 16300.8 58481 9176.57 13842.8 31067 -9898.76 -4023.66 -7843.29 2944.15 -17883 -13951.8 -4341.25 -15404.4 -20618.5 11880.1 3242.94 8819.71 22147.1 38014.5 -532.298 100784 -4450.53 8211.35 20654.7
internal_weight=0 1.21423e+06 4106 72 4034 464 436 63 373 352 204 148 3570 2340 846 254 1494 222 1464 158 592 1230 930 464 273 191 48 466 557 310
internal_count=4073804 1214233 4106 72 4034 464 436 63 373 352 204 148 3570 2340 846 254 1494 222 1464 158 592 1230 930 464 273 191 48 466 557 310
is_linear=0
shrinkage=0.1


Tree=4932
num_leaves=31
num_cat=0
split_feature=3 0 0 6 4 3 4 6 6 4 6 7 1 1 1 1 4 6 1 1 1 1 6 3 6 6 6 6 6 6
split_gain=2.92163e+11 2.66609e+12 2.9214e+13 4.02404e+13 5.12463e+13 4.1211e+13 3.75918e+13 5.78556e+13 5.16304e+13 6.13128e+13 4.60469e+13 4.10022e+13 4.12335e+13 7.34481e+13 3.98265e+13 3.6781e+13 3.42553e+13 4.4908e+13 3.5636e+13 3.54996e+13 9.13445e+13 2.41321e+14 6.99063e+13 5.23198e+13 4.82488e+13 4.58752e+13 4.10745e+13 4.02307e+13 5.72564e+13 3.51557e+13
threshold=4.5000000000000009 59.939085000000013 59.933037250000005 37.705000000000005 10.500000000000002 1.5000000000000002 7.5000000000000009 55.405000000000008 57.410000000000004 10.500000000000002 46.010000000000012 6.0000000000000009 30.303340300000002 30.410676000000006 30.389265100000003 30.303340300000002 6.5000000000000009 112.00500000000001 30.303340300000002 30.370944000000005 30.315889700000003 30.345769800000003 73.41500000000002 2.5000000000000004 70.50500000000001 84.810000000000016 77.565000000000012 81.705000000000013 96.050000000000011 88.825000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 15 9 -9 14 12 -10 -14 -7 -8 19 18 -18 20 -12 22 -22 27 -25 26 -21 -23 -29 -26
right_child=-2 -3 3 5 -6 6 7 8 11 -11 16 -13 13 -15 -16 -17 17 -19 -20 25 21 23 -24 24 29 -27 -28 28 -30 -31
leaf_value=30.617470317841988 -25.289675132430901 -468.80982010312192 -34339.059020876652 -12933.34946151712 6351.0037670840129 -27179.445047724894 -17026.693823920355 -151885.91096598309 6396.6285813934956 -21494.26466662177 10740.351635707753 6071.5842385173155 -197718.93462540911 -25544.863890625002 110596.59662873641 27537.549102678659 19085.112052283654 -56293.638671875 108097.87902129709 2862.0163135698649 304903.61293174344 -988.91271701388894 138418.70651041667 64786.091220092778 -120694.8858974359 -54864.433915684582 124093.00680147059 261310.2958973278 59551.092838541663 -8105.6843419392899
leaf_weight=1810838 2153416 102126 511 711 785 239 216 48 98 145 709 1572 37 75 23 1299 65 27 146 157 38 36 75 64 39 118 34 22 39 96
leaf_count=1810838 2153416 102126 511 711 785 239 216 48 98 145 709 1572 37 75 23 1299 65 27 146 157 38 36 75 64 39 118 34 22 39 96
internal_value=0 28.3584 56.2828 6316.48 -9692.69 9702.24 12673.2 6483.17 -4793.55 -53923.3 23884.1 527.461 -40974.3 -82423.8 -15084.6 21183.8 30016.1 65138.2 80676.9 24158.3 32450.3 70084.4 194405 22624.3 -6728.32 -5843.06 24442.4 82842.5 132317 -40631.5
internal_weight=0 1.92039e+06 1.81826e+06 7424 1296 6128 5417 3490 1975 193 1927 1782 210 112 262 1515 1665 238 211 1427 1118 409 113 296 199 309 191 97 61 135
internal_count=4073804 1920388 1818262 7424 1296 6128 5417 3490 1975 193 1927 1782 210 112 262 1515 1665 238 211 1427 1118 409 113 296 199 309 191 97 61 135
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=31
num_cat=0
split_feature=2 2 2 1 4 4 1 1 0 4 6 4 4 6 5 6 2 6 4 7 4 0 4 5 6 6 4 6 0 4
split_gain=2.80877e+11 1.86352e+12 4.4919e+12 1.07881e+13 1.78138e+13 3.83092e+13 2.19056e+13 3.40778e+13 2.20928e+13 1.79531e+13 1.72797e+13 2.55489e+13 1.67731e+13 1.57116e+13 3.79046e+13 1.52223e+13 1.05141e+13 2.15761e+13 1.9207e+13 1.70028e+13 2.53436e+13 1.30867e+13 1.3341e+13 1.16457e+13 3.79335e+13 1.13654e+13 1.05924e+13 1.00583e+13 9.71603e+12 9.51845e+12
threshold=3338.0000000000005 4829.0000000000009 4137.5000000000009 49.300375350000003 2.5000000000000004 3.5000000000000004 45.71452080000001 44.628646350000004 54.431501800000014 14.500000000000002 67.00500000000001 7.5000000000000009 19.500000000000004 130.05000000000004 3.5000000000000004 122.65000000000002 4311.5000000000009 79.710000000000022 7.5000000000000009 6.0000000000000009 16.500000000000004 58.08467765000001 11.500000000000002 2.5000000000000004 56.010000000000012 92.02500000000002 22.500000000000004 60.605000000000011 60.064438250000002 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 27 7 13 10 -9 12 -12 -8 15 -15 16 21 -18 -19 20 -20 22 23 24 -7 26 -21 -6 -5 -24
right_child=1 -3 3 28 5 6 8 9 -10 -11 11 -13 -14 14 -16 -17 17 18 19 25 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-21.858439094066558 103.00106576995653 -16.113091229710104 -15151.726759269701 -20299.302430544063 16599.019002388683 344.08617788767032 13072.772934114359 -16634.07627235059 -51222.765101975667 -82107.938758680553 72390.747291885506 15480.298986399073 -28160.365798009003 124152.21898057727 -152.71411069399352 -58840.634760861285 3053.114296773419 54763.444671630859 6928.5029270119867 29171.844614009537 68774.997865953948 -73321.984617187511 -15508.863911851933 -6766.3588707870658 31294.706248797404 -55800.306666056313 -43808.357968750002 39128.69905863516 91.920004399338112 2814.7694744201372
leaf_weight=2406287 241401 1385880 511 236 661 2459 1265 604 52 45 119 234 107 36 77 41 6357 144 219 59 95 25 881 1093 472 48 30 283 23665 418
leaf_count=2406287 241401 1385880 511 236 661 2459 1265 604 52 45 119 234 107 36 77 41 6357 144 219 59 95 25 881 1093 472 48 30 283 23665 418
internal_value=0 31.5425 266.046 1244.26 3224.93 3818.37 2579.06 1166.09 12997.9 -21173.9 14933.8 34665.4 9857.07 2330.26 39448.9 1990.39 2193.16 4757.48 22967 12814.7 25640 -1140.28 -801.269 2043.14 5328.29 -16580.5 4571.78 23353.1 -109.424 -9612.58
internal_weight=0 1.66752e+06 281637 40236 16335 15824 14880 13103 1777 649 1725 353 1372 12454 113 12341 12300 6952 595 451 314 5348 5323 4024 2931 137 89 944 23901 1299
internal_count=4073804 1667517 281637 40236 16335 15824 14880 13103 1777 649 1725 353 1372 12454 113 12341 12300 6952 595 451 314 5348 5323 4024 2931 137 89 944 23901 1299
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 5 7 0 0 1 0 6 0 4 4 4 6 6 6 0 4 6 3 6 5 0 6 6 6 6
split_gain=2.70825e+11 6.01034e+12 3.71833e+13 3.4886e+13 2.27194e+13 1.85411e+13 1.35062e+13 1.25431e+13 3.65583e+13 2.09384e+13 2.8428e+13 2.08649e+13 1.19459e+13 1.58227e+13 3.51723e+13 2.29914e+13 1.9158e+13 1.57214e+13 1.408e+13 1.36955e+13 1.09765e+13 2.03047e+13 1.09443e+13 1.06381e+13 2.15455e+13 1.5056e+13 1.05586e+13 1.04196e+13 1.84876e+13 1.25701e+13
threshold=38.430814800000007 38.893394150000006 24.500000000000004 55.840017500000009 38.657016300000002 3.5000000000000004 6.0000000000000009 55.214863500000007 55.080855950000007 38.782330450000011 55.660117850000006 47.005000000000003 55.876067900000002 16.500000000000004 15.500000000000002 5.5000000000000009 75.605000000000004 40.015000000000008 85.020000000000024 55.850146250000009 16.500000000000004 86.030000000000015 5.5000000000000009 54.010000000000012 2.5000000000000004 55.111813300000001 38.995000000000012 103.03500000000001 128.05000000000004 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 7 5 12 -6 8 11 20 -11 -2 13 14 15 19 -17 -15 -14 -5 27 26 -8 -10 25 -25 -22 29 -29 -9
right_child=1 -3 -4 4 6 -7 22 9 23 10 -12 -13 18 17 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=39.614779979143115 281.29287521165787 2.1605067162663194 91823.490697674424 -21591.115463995684 -398.68387515724783 51996.252286184215 15865.189661915152 -3586.1886396445407 4235.6070338657928 -36933.988220033811 -1745.081996021655 -8027.5088085710322 2390.4679282454467 37375.533887954909 138264.3867527174 19618.891699508942 68793.908961397057 -10913.451484534222 -67816.376616379319 8300.717476916705 38856.433738914697 -84159.783448401169 89224.079279119323 44957.684821768838 7252.4273044555994 -35955.805125000006 -16656.891902941712 90720.181035786285 -26185.252539062501 -31773.890887756352
leaf_weight=1212218 6299 2813523 43 190 11703 95 269 14103 2240 472 447 5810 1907 79 23 1166 85 460 29 793 37 43 22 287 758 25 463 31 24 160
leaf_count=1212218 6299 2813523 43 190 11703 95 269 14103 2240 472 447 5810 1907 79 23 1166 85 460 29 793 37 43 22 287 758 25 463 31 24 160
internal_value=0 -16.7815 -1125.61 -1208.85 2461.94 8255.11 130.471 -3187.96 -1159.54 -5169.97 -19818.2 -3705.34 7376.96 11557.9 15234.1 13967.4 22960.1 -3835.85 1338.82 2523.05 -4264.13 -18219.7 21411.2 8153.79 16356.4 38474.2 -12548.9 -3734.88 39706.9 -3902.39
internal_weight=0 2.86159e+06 48063 48020 16821 4827 11994 31199 15419 15780 919 12109 4732 2796 2257 2234 1251 539 1936 983 14861 543 291 3310 1070 312 500 14318 55 14263
internal_count=4073804 2861586 48063 48020 16821 4827 11994 31199 15419 15780 919 12109 4732 2796 2257 2234 1251 539 1936 983 14861 543 291 3310 1070 312 500 14318 55 14263
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 7 4 4 6 3 3 6 6 1 6 6 1 6 4 2 4 3 4 4 4 2 6 6 1 4
split_gain=3.0115e+11 1.47916e+13 2.24384e+13 2.95146e+13 2.78573e+13 2.70154e+13 6.75274e+13 2.34637e+13 2.41279e+13 3.1301e+13 3.24277e+13 2.47834e+13 2.37086e+13 2.23107e+13 2.7008e+13 2.11371e+13 2.66989e+13 4.62805e+13 2.32206e+13 3.06656e+13 2.652e+13 2.15648e+13 2.08009e+13 2.01e+13 3.90189e+13 3.66026e+13 3.73693e+13 2.53584e+13 3.50602e+13 2.05942e+13
threshold=55.81943720000001 55.812023600000011 37.290808600000013 37.331232350000008 23.500000000000004 6.0000000000000009 4.5000000000000009 4.5000000000000009 60.005000000000003 10.500000000000002 1.5000000000000002 65.805000000000021 73.41500000000002 37.131181300000009 51.805000000000007 90.045000000000016 37.374856000000008 98.020000000000024 22.500000000000004 75.000000000000014 16.500000000000004 17.500000000000004 8.5000000000000018 23.500000000000004 20.500000000000004 75.000000000000014 81.705000000000013 120.05000000000001 49.111590500000005 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 5 4 -4 6 13 12 -9 10 11 -10 -5 -3 -15 -11 17 -17 20 -20 -18 -19 -8 24 27 -26 -27 29 -29 -12
right_child=-2 2 3 7 -6 -7 22 8 9 15 23 -13 -14 14 -16 16 18 21 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=1.5610071271743158 -37.687552329238898 57684.346038886943 -13092.555976764135 -7901.5791262164394 -85760.608185096164 -1735.4782386322022 1721.05899540416 986.68249461942924 23429.263760293499 6260.152521707204 -1821.7128458658856 -49270.93230009079 -69524.887753614734 89724.139005335368 231467.96000000002 -118803.35345458984 61862.43552389706 -51051.554089355472 -20851.976041666669 102291.38125000001 -34032.30508429277 49782.967557565797 68505.984606481492 42224.377617938706 -108033.30481270033 61659.209948918273 -25409.438555070468 139289.4558779762 21706.232133483889 23354.765224553692
leaf_weight=2663600 1394478 89 280 916 65 400 342 9126 74 968 411 128 67 41 20 64 34 48 39 42 190 38 54 325 39 65 204 42 64 1551
leaf_count=2663600 1394478 89 280 916 65 400 342 9126 74 968 411 128 67 41 20 64 34 48 39 42 190 38 54 325 39 65 204 42 64 1551
internal_value=0 19.6148 3077.49 2121.85 -26783.6 18008.1 32472.3 2812.69 3902.56 10053.8 16009.3 -22638.2 -12101.7 89613 136198 -2095.65 -19872.4 -54414.2 -2884.6 43000.1 -19476.9 -6496.77 10828.1 18899.6 15709.1 -17496.7 -4370.55 20654.7 68295.8 18080.8
internal_weight=0 2.67933e+06 15726 14780 345 946 546 14435 13452 4326 2903 202 983 150 61 1423 455 150 305 81 224 86 396 2701 2376 308 269 2068 106 1962
internal_count=4073804 2679326 15726 14780 345 946 546 14435 13452 4326 2903 202 983 150 61 1423 455 150 305 81 224 86 396 2701 2376 308 269 2068 106 1962
is_linear=0
shrinkage=0.1


Tree=4936
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 0 1 6 1 4 6 1 1 6 4 6 4 5 1 0 6 1 1 6 3 1 6 0 6
split_gain=2.97008e+11 2.96133e+12 6.32897e+12 9.25086e+12 1.27365e+13 1.20873e+13 9.16654e+12 2.16699e+13 2.16483e+13 8.68619e+12 1.26783e+13 1.50869e+13 1.28777e+13 1.71769e+13 1.64572e+13 1.68849e+13 1.20938e+13 1.08846e+13 7.31147e+12 7.16133e+12 6.54357e+12 7.94787e+12 5.31244e+12 1.568e+13 1.25849e+13 2.34301e+13 1.15314e+13 3.48394e+13 1.11235e+13 1.62207e+13
threshold=5.5000000000000009 55.145978450000008 55.173955500000005 37.46219940000001 38.247071200000008 53.67029225000001 55.161746650000005 37.425454150000007 62.995000000000012 61.438154000000004 2.5000000000000004 51.015000000000008 61.29689960000001 61.381045500000006 65.805000000000021 4.5000000000000009 72.50500000000001 4.5000000000000009 1.5000000000000002 82.956351500000011 55.161746650000005 57.995000000000012 37.318079750000003 36.865631950000008 78.010000000000005 2.5000000000000004 37.331232350000008 118.04500000000002 54.94613300000001 95.045000000000016
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 22 3 6 -5 -6 7 -3 -9 10 -7 -12 -13 14 -14 -16 18 -18 19 -11 21 -20 23 28 -25 -26 27 -24 -1 -30
right_child=-2 2 -4 4 5 9 -8 8 -10 16 11 12 13 -15 15 -17 17 -19 20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-125.87810273571611 -16.883695960368414 25327.533100628032 161.65257719192778 18462.489951743028 -26047.81867688497 -20586.146623046876 6442.426224036979 -21221.326190727559 -102993.71870777028 663.06418073938255 3093.1984152359755 -5468.2225961645609 10808.061712489985 16285.828004076269 146535.28384114584 36433.197100360579 -33898.457447439461 12690.794093945449 3742.8341292272089 -17435.871262015549 9350.0594788305461 -19400.89440617216 6409.7989898036758 -6676.6958555043566 -11168.556179139674 -82510.145532226568 -84.231050923419531 110308.1984375 -11193.413416111049 -95430.260980224615
leaf_weight=16205 2928705 87 563326 545 144 175 238 259 37 564 3238 241 39 1054 30 26 191 68 524 357 1121 207 1467 2561 164 64 551629 33 481 24
leaf_count=16205 2928705 87 563326 545 144 175 238 259 37 564 3238 241 39 1054 30 26 191 68 524 357 1121 207 1467 2561 164 64 551629 33 481 24
internal_value=0 43.1817 204.017 2813.64 3672.11 2661.86 -8969.88 -18547.2 -31442.9 3189.52 5834.99 6834.06 15548.4 19956.6 60682.5 95416.5 -1001.18 -21666.5 928.972 -6352.48 4550.04 -2810.86 -117.609 -1739.86 -8681 -31194.3 -60.4216 8695.56 -581.341 -15196.7
internal_weight=0 1.1451e+06 572471 9145 8524 7979 621 383 296 7835 4803 4628 1390 1149 95 56 3032 259 2773 921 1852 731 572628 19499 2789 228 553129 1500 16710 505
internal_count=4073804 1145099 572471 9145 8524 7979 621 383 296 7835 4803 4628 1390 1149 95 56 3032 259 2773 921 1852 731 572628 19499 2789 228 553129 1500 16710 505
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=31
num_cat=0
split_feature=4 1 5 3 6 1 0 0 1 1 0 1 1 6 2 1 0 0 0 0 0 0 0 1 0 6 0 0 0 1
split_gain=3.07766e+11 1.53641e+12 6.49663e+12 7.55872e+12 7.08996e+12 5.8048e+12 1.01429e+13 1.57196e+13 1.08106e+13 1.13327e+13 8.45751e+12 7.12621e+12 9.29035e+12 1.08959e+13 9.08069e+12 8.87822e+12 5.6564e+12 4.55646e+12 8.02944e+12 6.34027e+12 5.67874e+12 4.53244e+12 2.97796e+13 2.79612e+13 1.8275e+13 1.32294e+13 1.89958e+13 1.56465e+13 8.57474e+12 2.75084e+13
threshold=2.5000000000000004 37.488790500000007 4.5000000000000009 1.5000000000000002 142.05000000000004 37.897576350000001 44.878071950000013 50.596941950000009 37.563506350000004 37.768783500000005 56.324067350000007 38.011626600000007 38.109452700000006 89.00500000000001 2599.0000000000005 38.066230450000006 44.685196900000008 55.721784200000009 55.102137100000007 55.897267000000006 56.262014700000009 55.685785750000008 55.60524465000001 37.682335600000009 55.749683450000006 55.805000000000007 55.79439725000001 55.791814000000009 55.520061350000013 37.702956500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 21 -7 13 14 17 -16 -10 18 -13 -19 -21 22 28 -24 -23 27 -27 -26 -9 -30
right_child=-2 5 3 4 -6 11 7 10 9 -11 -12 12 -14 -15 15 -17 -18 19 -20 20 -22 24 23 -25 25 26 -28 -29 29 -31
leaf_value=1665.93996543404 -4.6249259322704654 -55116.630440126617 -49014.688657670456 -22634.527287212171 50923.330898437503 8645.7828803085704 -27502.58371640015 -3984.7196835609425 54330.829107142861 -9632.8778557246023 12266.637680738328 15908.277704782196 181.29012153568459 36107.864885305855 -50503.878209452727 -15416.124083030618 12746.656046988297 40448.539301446144 -26353.360896983046 -16739.078441011236 27518.111098178601 -81558.561739864876 119797.22700591217 -3993.3208760579432 53852.758968098962 -104874.33226562501 -17607.966210937502 -6553.3286125221066 11084.986373197116 -99219.92094146728
leaf_weight=9397 3961637 29 55 38 20 984 350 573 35 271 263 66 98018 47 98 273 500 47 141 89 43 37 37 36 48 30 148 402 52 40
leaf_count=9397 3961637 29 55 38 20 984 350 573 35 271 263 66 98018 47 98 273 500 47 141 89 43 37 37 36 48 30 148 402 52 40
internal_value=0 163.348 1379.33 -22455.3 2730.25 50.7019 -4398.47 -8237.13 4869.48 7027.79 -4189.76 177.794 93.476 -10612.2 -13512.9 -24684.6 15467.1 -2775.38 -12878.6 8908.28 -2321.96 -7274.6 -1879.25 58749.8 -13262.2 -9238.4 -32315.8 -110.013 -8534.77 -36873.7
internal_weight=0 112167 9510 113 58 102657 2851 2016 835 806 1666 99806 98822 804 757 371 535 386 207 179 132 1403 738 73 665 628 178 450 665 92
internal_count=4073804 112167 9510 113 58 102657 2851 2016 835 806 1666 99806 98822 804 757 371 535 386 207 179 132 1403 738 73 665 628 178 450 665 92
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 7 4 4 6 6 3 6 1 4 3 6 1 3 6 6 1 6 4 4 4 4 6 5 1 1
split_gain=3.06397e+11 1.1938e+13 1.81557e+13 2.39164e+13 2.25562e+13 2.18917e+13 5.46651e+13 1.90413e+13 1.9676e+13 1.95573e+13 2.59851e+13 3.32001e+13 3.86414e+13 2.7032e+13 2.42692e+13 2.25408e+13 2.26795e+13 2.2099e+13 2.0187e+13 1.95227e+13 1.80774e+13 2.26121e+13 1.68511e+13 1.64812e+13 1.59508e+13 2.96992e+13 4.24565e+13 4.39809e+13 3.45631e+13 2.06351e+13
threshold=55.81943720000001 55.812023600000011 37.290808600000013 37.331232350000008 23.500000000000004 6.0000000000000009 4.5000000000000009 4.5000000000000009 76.605000000000004 60.005000000000003 13.500000000000002 76.00500000000001 37.631035900000008 22.500000000000004 1.5000000000000002 66.010000000000005 49.030112300000006 16.500000000000004 65.410000000000011 104.01000000000001 37.131181300000009 42.005000000000003 8.5000000000000018 10.500000000000002 7.5000000000000009 11.500000000000002 54.010000000000012 1.5000000000000002 37.46219940000001 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 8 -5 24 14 12 -12 -13 18 -14 -17 -18 -11 -15 -3 -22 -8 -20 -9 26 29 -28 -29 -26
right_child=-2 2 3 7 -6 -7 22 9 -10 10 11 13 15 19 -16 16 17 -19 23 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=3.5658457264042007 -38.014470458197955 51888.946646769669 -11793.13719569615 -7528.9526050920385 -77182.396346153851 -1575.7141494750977 1546.8233812477156 7874.6837605921701 -70170.972328272401 22562.943155122139 -5312.0300642683706 -43080.162327987942 3767.8355488679845 -10570.070361095612 15378.136826845641 41674.442964764035 72654.523863636365 217894.0338183594 -24319.375798654088 64115.333742559531 49500.812015625008 173299.05186631947 61657.536765769677 -108732.36666666668 25788.707236793154 3580.892781415082 -126759.90542091837 -108634.64607676631 -16882.204124698339 -7278.6076022253637
leaf_weight=2663600 1394478 89 280 930 65 400 342 2405 53 71 296 285 49 210 3151 49 22 20 101 42 25 36 54 30 210 4172 49 46 382 1862
leaf_count=2663600 1394478 89 280 930 65 400 342 2405 53 71 296 285 49 210 3151 49 22 20 101 42 25 36 54 30 210 4172 49 46 382 1862
internal_value=0 19.785 2766.91 1907.29 -24112.9 16197.3 29217.8 2529.18 -10906.4 3510.98 9049.03 -5338.26 15161.9 -21982.7 13224.1 58449.7 87893.7 141816 -20377.5 1877.5 80629.3 122562 9743.74 -43650.6 885.769 -1615.1 -10119.5 -37017.7 -26743.4 -3927.19
internal_weight=0 2.67933e+06 15726 14780 345 946 546 14435 983 13452 4326 973 436 537 3353 140 91 42 202 252 150 61 396 131 9126 6721 2549 477 428 2072
internal_count=4073804 2679326 15726 14780 345 946 546 14435 983 13452 4326 973 436 537 3353 140 91 42 202 252 150 61 396 131 9126 6721 2549 477 428 2072
is_linear=0
shrinkage=0.1


Tree=4939
num_leaves=31
num_cat=0
split_feature=6 6 4 1 1 4 3 3 4 0 1 1 0 4 3 3 5 1 3 1 1 6 1 4 2 3 0 4 5 1
split_gain=2.97777e+11 2.66066e+12 6.95924e+12 7.14123e+12 6.23379e+12 9.94388e+12 7.6878e+12 7.04008e+12 6.40285e+12 1.70082e+13 2.28248e+13 2.84373e+13 1.62297e+13 2.53951e+13 1.84523e+13 1.59827e+13 1.49709e+13 2.37128e+13 1.44135e+13 2.8515e+13 2.94031e+13 1.87574e+13 9.09427e+13 4.74441e+13 3.36809e+13 3.95093e+13 2.31426e+13 2.28669e+13 1.63821e+13 2.50758e+13
threshold=102.04000000000001 104.01000000000001 2.5000000000000004 83.754481100000007 83.050033500000012 11.500000000000002 2.5000000000000004 7.5000000000000009 11.500000000000002 43.687280500000007 39.735861600000007 45.126607350000008 45.022979600000006 17.500000000000004 13.500000000000002 9.5000000000000018 3.5000000000000004 43.56803845000001 3.5000000000000004 20.507515800000004 30.084656550000002 103.03500000000001 82.886781200000016 8.5000000000000018 2875.5000000000005 5.5000000000000009 45.067157700000003 9.5000000000000018 3.5000000000000004 30.330566300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 -4 16 13 -10 15 -15 17 -12 -11 -20 -21 22 24 -24 25 26 -22 -26 -23 -30
right_child=1 -3 3 -5 5 7 -8 -9 12 18 11 -13 -14 14 -16 -17 -18 -19 19 20 21 28 23 -25 27 -27 -28 -29 29 -31
leaf_value=4.4466481278050898 26566.765674963666 -8.2217658741589421 126300.40792410714 -15331.227432361662 -55506.347978940226 64244.482407134434 11374.763818359375 3622.6293838500978 -53661.273690518472 -7687.2554897254367 -127759.74911684783 51445.701864650109 -2967.2952771646464 34839.71588541667 91490.574456521746 -72280.526682692318 41737.377478448281 -7159.9182931082587 -93814.974030172423 116076.80169270834 120895.07505008014 2552.5347754622835 186684.98499273256 42055.484733072924 -35076.262710305367 -11069.631592066646 37226.295757128457 12107.526948487692 -113447.21697198277 -14697.615544121696
leaf_weight=3966508 86 97689 21 386 23 53 68 30 154 1625 23 117 4629 30 23 26 29 56 29 24 39 971 43 48 241 181 217 179 29 227
leaf_count=3966508 86 97689 21 386 23 53 68 30 154 1625 23 117 4629 30 23 26 29 56 29 24 39 971 43 48 241 181 217 179 29 227
internal_value=0 -164.383 -1752.32 -2008.11 -1445.14 17301.6 -5529.25 42333 -1809.16 1102.08 26595.2 17289.3 -4263.53 -30015.7 16078.2 -14894.7 -19713.4 -42271.3 -525.565 4697.84 5997.01 4782.34 15347.5 110397 5254.7 24689.7 49972.7 -14967 -3380.45 -25884.1
internal_weight=0 107296 9607 9521 9135 174 91 83 8961 4099 246 225 4862 233 79 56 108 79 3853 2228 2199 2175 948 91 857 437 256 420 1227 256
internal_count=4073804 107296 9607 9521 9135 174 91 83 8961 4099 246 225 4862 233 79 56 108 79 3853 2228 2199 2175 948 91 857 437 256 420 1227 256
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 7 3 6 7 1 3 4 6 0 1 1 6 5 1 4 4 6 6 5 6 6 0 5 1 6
split_gain=2.90554e+11 3.1271e+12 9.20858e+12 1.27694e+14 3.20047e+13 3.15299e+13 2.12751e+13 1.25147e+13 1.23173e+13 1.41125e+13 1.30216e+13 2.67355e+13 2.90969e+13 4.31293e+13 1.7792e+13 3.37291e+13 2.41101e+13 3.93794e+13 1.82711e+13 5.0954e+13 1.80131e+13 4.59289e+13 2.6089e+13 1.66497e+13 1.60858e+13 1.51471e+13 1.77966e+13 3.20222e+13 1.731e+13 1.68579e+13
threshold=55.029726000000004 55.013931500000005 55.014086100000007 82.941727000000014 2.5000000000000004 6.0000000000000009 5.5000000000000009 39.995000000000012 6.0000000000000009 83.015546400000019 3.5000000000000004 16.500000000000004 79.015000000000015 55.026775150000006 82.918694400000007 82.886781200000016 122.65000000000002 3.5000000000000004 82.911604200000014 6.5000000000000009 11.500000000000002 108.05000000000001 68.515000000000015 2.5000000000000004 168.45000000000002 33.005000000000003 55.014210500000011 1.5000000000000002 82.970388650000018 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=1 -1 3 4 5 -3 -6 -5 10 -10 11 14 -13 -14 15 -4 17 18 -17 -20 24 22 -22 -24 25 28 27 -27 -16 -29
right_child=-2 2 8 7 6 -7 -8 -9 9 -11 -12 12 13 -15 20 16 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-5.2283348605591051 -22.943487456431001 144385.87942352294 1884.0817172713644 -5894.515452621461 91876.116263724674 34850.503782684951 214350.83804347829 3295.6073294822222 -979.09719288776398 17737.030819596916 2494.0148463322835 -8980.7587171528867 8479.5914768629809 -95749.165148207729 -25523.298064386847 13511.070538121212 -47655.28971714565 130672.81515997025 33146.863665930709 206085.51939453126 29274.953796674621 133913.3368844697 -78858.451748934662 5097.8778751148902 82133.379891304357 -2508.555753483683 -1823.1515551571219 38437.086290584419 -4312.2641210945394 10333.578530304019
leaf_weight=1612301 2343880 32 1602 1800 37 147 23 8381 52388 406 34287 742 65 102 512 263 35 42 115 20 212 33 44 51 23 1174 12675 385 1548 479
leaf_count=1612301 2343880 32 1602 1800 37 147 23 8381 52388 406 34287 742 65 102 512 263 35 42 115 20 212 33 44 51 23 1174 12675 385 1548 479
internal_value=0 31.0862 528.863 3366.91 75618.7 54432.2 138825 1670.79 253.008 -835.165 1308.88 -710.533 -17468.6 -55181.1 82.3198 8823.13 32226 38580.2 28861.8 58767.4 -977.126 21810.7 9760.62 -33787.2 -1438.42 -1553.02 -428.562 8244.86 -9584.13 22856.6
internal_weight=0 1.72992e+06 117623 10420 239 179 60 10181 107203 52794 54409 20122 909 167 19213 2077 475 440 398 135 17136 340 307 95 16796 16773 14713 2038 2060 864
internal_count=4073804 1729924 117623 10420 239 179 60 10181 107203 52794 54409 20122 909 167 19213 2077 475 440 398 135 17136 340 307 95 16796 16773 14713 2038 2060 864
is_linear=0
shrinkage=0.1


Tree=4941
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 6 4 1 1 4 6 1 1 1 2 0 6 6 6 5 1 1 3 2 4 4 6 1 3 1
split_gain=2.88646e+11 5.70836e+12 3.24668e+13 3.94055e+13 2.09354e+13 2.43658e+13 1.69551e+13 3.51743e+13 3.40973e+13 7.53833e+13 7.53647e+13 6.43916e+13 3.36202e+13 8.5164e+13 5.00896e+13 2.87749e+13 3.15379e+13 3.60454e+13 4.83087e+13 3.55247e+13 3.22206e+13 5.05177e+13 2.81927e+13 2.70276e+13 2.41765e+13 3.93349e+13 3.01414e+13 4.17978e+13 3.60401e+13 2.646e+13
threshold=55.93962770000001 55.883833400000007 38.066230450000006 58.045000000000009 38.109452700000006 85.020000000000024 17.500000000000004 37.475446350000006 37.46219940000001 14.500000000000002 116.05000000000001 37.475446350000006 37.631035900000008 37.618684050000006 75.000000000000014 55.897267000000006 92.02500000000002 80.030000000000015 65.410000000000011 3.5000000000000004 37.425454150000007 37.442254400000003 23.500000000000004 75.000000000000014 21.500000000000004 20.500000000000004 68.515000000000015 37.804148700000006 8.5000000000000018 37.649344350000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 15 9 23 -11 -10 13 -9 -14 16 17 18 -8 -18 -19 -22 -20 -3 25 -16 -26 29 -29 -28
right_child=-2 2 3 4 5 -7 7 12 11 10 -12 -13 14 -15 24 -17 19 20 22 -21 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=3.6353973540303941 41.039020701904199 31604.342553613675 -3285.5119643911348 -50834.106605021167 -12238.322004213127 -55470.180159785836 13949.932482511615 -4811.0470419007634 58770.196094859733 -23640.454697535119 154460.83784179689 -74.12569531828963 96156.008842976895 -127856.23969298246 15295.729841078926 4753.766256066423 103453.67361886161 63235.327864583342 86229.400086273017 4169.4047483209979 -89939.596513782861 45596.713515625001 -34371.062100497162 -2031.5994618810437 5678.6364257925443 118216.87693309295 31686.819397615131 -30464.399015625004 55548.19219874101 -30374.875272481426
leaf_weight=2805896 1206338 251 5744 204 1292 145 648 4278 187 2369 24 33445 60 57 776 1810 98 33 163 57 88 40 22 4952 3783 39 76 75 139 715
leaf_count=2805896 1206338 251 5744 204 1292 145 648 4278 187 2369 24 33445 60 57 776 1810 98 33 163 57 88 40 22 4952 3783 39 76 75 139 715
internal_value=0 -17.265 -969.75 -7189.87 -20856.3 -16600.6 -121.994 3033.4 -1113.66 -7164.95 -21854.2 253.059 198.905 -6428.94 5272.49 12610.7 24987.7 18445.4 26817.3 66942.7 -24869.9 -47584.5 71887.7 -408.955 4299.26 20220.8 1589.14 -13804.4 25403.6 -24411.9
internal_weight=0 2.86747e+06 61570 7385 1641 1437 54185 12957 41228 7596 2393 33632 9998 4335 5663 2959 1149 994 833 155 161 128 185 5203 5603 815 4788 1005 214 791
internal_count=4073804 2867466 61570 7385 1641 1437 54185 12957 41228 7596 2393 33632 9998 4335 5663 2959 1149 994 833 155 161 128 185 5203 5603 815 4788 1005 214 791
is_linear=0
shrinkage=0.1


Tree=4942
num_leaves=31
num_cat=0
split_feature=6 3 1 1 1 5 6 1 6 1 0 0 4 6 0 0 5 5 6 0 6 5 4 6 1 6 0 4 1 0
split_gain=2.98972e+11 2.48701e+12 1.36719e+13 2.19801e+13 1.22556e+13 1.08626e+13 1.83403e+13 1.04132e+13 9.40659e+12 2.01997e+13 1.03813e+13 1.66683e+13 1.50847e+13 1.04991e+13 1.32471e+13 1.72514e+13 1.44715e+13 9.4002e+12 1.53909e+13 2.21263e+13 2.27915e+13 9.66102e+12 9.20893e+12 1.78582e+13 9.07679e+12 1.15082e+13 2.40371e+13 3.70092e+13 1.24793e+13 1.62684e+13
threshold=102.04000000000001 1.5000000000000002 30.452677500000004 30.345769800000003 30.624707450000006 2.5000000000000004 114.05000000000001 30.509101000000005 156.15000000000003 30.226173900000003 60.01610465000001 59.963561900000009 7.5000000000000009 125.02000000000002 59.838047850000002 54.724612400000005 4.5000000000000009 2.5000000000000004 128.05000000000004 59.91832440000001 110.01500000000001 4.5000000000000009 6.5000000000000009 134.05000000000004 30.315889700000003 106.49500000000002 54.724612400000005 5.5000000000000009 30.157841000000001 58.08467765000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -10 11 13 -13 24 15 -15 -16 -5 19 -19 -21 -20 23 -12 25 26 -7 -28 29 -27
right_child=1 -3 4 17 -6 8 -8 -9 9 -11 22 12 -14 14 16 -17 -18 18 21 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=4.4555607206418406 -107315.93311820652 -32.152732926841701 -5118.3673632812497 -12297.089423076925 -3151.4162332352462 -54038.577678571433 -3820.0303288246273 -104817.11065340909 10507.832390910824 -110097.41443452382 99819.155805896575 -63841.608457009832 37097.854140625001 53975.682770270272 101122.78059303977 -42590.832179054058 5846.5571875000005 143035.1422940341 -28502.743399784482 -45698.078984375003 88121.141780133941 61840.448012695313 -15713.899062500001 -13122.565513392859 -41562.604192073173 -1338.5623715753427 148047.02620967742 -3027.5056999655335 27588.591041475185 -86851.18415527344
leaf_weight=3966508 23 99735 20 26 6601 21 67 22 41 21 42 57 20 37 44 37 25 33 29 20 35 20 20 21 41 73 31 34 68 32
leaf_count=3966508 23 99735 20 26 6601 21 67 22 41 21 42 57 20 37 44 37 25 33 29 20 35 20 20 21 41 73 31 34 68 32
internal_value=0 -164.713 -1913.27 9525.68 -3494.03 2335.93 -30269 -57341.5 6748.63 -30342.3 10562.3 5320.21 -37623.6 12784.5 35082.6 5692.43 66602.4 42827.9 53289.5 78300.4 39459.6 8372.03 43404.2 62171.9 2155.72 9076.39 38973.4 69023.4 -5785.72 -27399.6
internal_weight=0 107296 7561 918 6643 755 90 42 665 62 603 520 77 443 143 74 69 163 137 88 55 49 83 63 300 259 86 65 173 105
internal_count=4073804 107296 7561 918 6643 755 90 42 665 62 603 520 77 443 143 74 69 163 137 88 55 49 83 63 300 259 86 65 173 105
is_linear=0
shrinkage=0.1


Tree=4943
num_leaves=31
num_cat=0
split_feature=4 6 6 0 2 0 0 0 1 3 3 6 1 1 5 5 3 3 0 1 6 0 6 3 4 3 1 0 2 0
split_gain=2.95286e+11 2.48723e+12 1.60606e+13 2.12812e+13 1.53794e+13 1.42443e+13 3.0365e+13 4.48428e+13 2.6507e+13 2.19218e+13 2.25909e+13 2.8714e+13 1.60274e+13 1.36554e+13 1.15015e+13 1.11044e+13 1.13048e+13 1.06164e+13 1.65031e+13 1.51735e+13 9.6972e+12 2.21273e+13 8.9083e+12 1.14811e+13 1.42406e+13 2.54325e+13 2.204e+13 2.21247e+13 1.81772e+13 1.74019e+13
threshold=19.500000000000004 57.410000000000004 56.805000000000007 44.601833250000006 2828.5000000000005 55.812023600000011 55.667390500000003 55.685785750000008 37.543519500000009 10.500000000000002 19.500000000000004 57.005000000000003 37.586700500000006 37.503969450000007 1.5000000000000002 1.5000000000000002 15.500000000000002 2.5000000000000004 55.753967500000009 37.740454950000007 57.005000000000003 55.783232450000007 56.205000000000005 25.500000000000004 24.500000000000004 9.5000000000000018 37.563506350000004 55.82518790000001 3338.0000000000005 55.60524465000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 13 11 -11 -8 -5 -10 16 -9 -17 -19 20 21 -20 -2 24 25 26 -24 -28 29 -26
right_child=1 -3 3 4 -6 -7 7 15 14 10 -12 -13 -14 -15 -16 17 -18 18 19 -21 -22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=9.7748848318628063 84.991282253050713 -353.20859590282782 108429.84453125001 -33758.934240301722 -1645.6451426562035 4077.3278597508915 175431.77064732145 34120.656762695311 87770.715250000008 117375.85905172414 -37097.217282214799 4965.5987695312506 59862.795126488098 -121393.27693452382 17575.711709560048 -34063.828417968754 -57958.644947916669 21177.915176186852 163537.58906250002 5382.1508138020836 51325.096696820176 33258.418501420456 -26577.236019570708 37290.628891453605 -35917.545141682138 8893.9015239166238 23043.97608726352 -23864.922127964986 8177.866102874822 -10046.577752733856
leaf_weight=3599339 272999 190894 20 116 2095 2068 28 24 25 29 83 105 21 21 352 24 30 313 32 36 57 22 495 66 303 1493 255 166 461 1832
leaf_count=3599339 272999 190894 20 116 2095 2068 28 24 25 29 83 105 21 21 352 24 30 313 32 36 57 22 495 66 303 1493 255 166 461 1832
internal_value=0 -74.1533 113.701 5464.35 5088.63 9255.3 17379.8 34318 3778.17 -15873.1 3899.63 29293.2 125902 -47191.9 22230.6 25976.7 -17034.5 30775.5 34158.4 61797.1 80093.9 110461 7.85006 -4145.07 -4691.48 845.787 -12271.9 4547.83 -9829.87 -13718.2
internal_weight=0 474465 283571 5501 5481 3386 1318 587 731 354 217 134 49 137 377 538 54 484 460 147 111 54 278070 5071 5005 2409 916 421 2596 2135
internal_count=4073804 474465 283571 5501 5481 3386 1318 587 731 354 217 134 49 137 377 538 54 484 460 147 111 54 278070 5071 5005 2409 916 421 2596 2135
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=31
num_cat=0
split_feature=4 5 6 6 0 1 0 1 3 1 0 1 0 6 3 3 3 4 7 1 6 6 4 6 3 1 1 3 0 1
split_gain=3.11299e+11 4.06197e+12 1.14509e+13 1.01648e+13 1.3654e+13 1.71039e+13 2.69772e+13 3.51639e+13 2.07165e+13 1.56986e+13 2.29192e+13 4.32768e+13 3.17637e+13 2.56414e+13 2.17898e+13 2.19119e+13 4.11957e+13 3.12574e+13 4.17914e+13 2.70398e+13 2.11482e+13 1.79393e+13 1.77833e+13 1.84681e+13 2.04376e+13 1.68506e+13 1.65833e+13 2.22944e+13 1.60028e+13 1.53231e+13
threshold=14.500000000000002 2.5000000000000004 74.015000000000015 75.605000000000004 56.850115550000005 30.345769800000003 59.838047850000002 30.205407000000005 1.5000000000000002 38.97264950000001 45.053967500000006 38.999037500000007 45.036141150000006 87.395000000000024 4.5000000000000009 8.5000000000000018 7.5000000000000009 19.500000000000004 6.0000000000000009 39.105193450000009 93.050000000000011 98.020000000000024 24.500000000000004 88.00500000000001 5.5000000000000009 39.079932600000006 43.997056950000008 1.5000000000000002 54.604289300000012 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 7 -6 -8 -5 11 12 13 -11 21 16 22 18 25 -19 -15 -13 23 -16 -25 -18 27 -12 -29 -7
right_child=1 2 -4 4 5 29 8 -9 -10 10 26 14 -14 20 15 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-18.013139500447394 9.3953914436509276 1664.4959048615679 17.112330592596486 2509.1919387019821 -35739.570907738096 -21207.042898185104 85496.50815248843 126274.16984797298 -2670.8435767693491 29742.080324953411 -64701.418845486107 -18804.343277312248 -52090.558880519369 -73487.735119047618 17187.956257186026 -6912.1273979989028 53811.914755394348 72988.961423339846 -2042.8324023437501 -85996.327377717404 36823.710180664064 -85103.352376994677 -82706.933187500006 35854.084632812497 -74170.154830228363 159110.67937855114 -3320.8755712580555 3786.0933062325421 27171.920705521476 -6297.6765882033715
leaf_weight=2859571 959526 56033 170840 8571 21 1035 27 37 2057 109 45 310 382 63 265 1484 21 20 35 23 24 47 25 25 52 55 7854 2857 326 2064
leaf_count=2859571 959526 56033 170840 8571 21 1035 27 37 2057 109 45 310 382 63 265 1484 21 20 35 23 24 47 25 25 52 55 7854 2857 326 2064
internal_value=0 42.4217 423.982 -45.2523 -1929.13 -6527.69 343.648 67614 -1528.56 -862.384 -2923.27 -10772.6 -35298.7 -2571.79 -4770.81 -717.933 16925.4 60334.4 88375.1 -12049.7 -43057 -27532.8 -1289.81 4661.73 -38448 130015 -840.896 5193.11 6181.25 -11277.1
internal_weight=0 1.21423e+06 226873 987360 27834 5241 2142 58 2084 22593 14022 2940 578 196 2362 2005 521 154 111 43 87 357 367 342 77 76 11082 3228 3183 3099
internal_count=4073804 1214233 226873 987360 27834 5241 2142 58 2084 22593 14022 2940 578 196 2362 2005 521 154 111 43 87 357 367 342 77 76 11082 3228 3183 3099
is_linear=0
shrinkage=0.1


Tree=4945
num_leaves=31
num_cat=0
split_feature=3 4 2 6 0 0 3 4 6 1 1 1 4 6 1 6 0 3 1 4 6 0 1 4 3 1 4 0 1 1
split_gain=2.97149e+11 2.55651e+12 1.2201e+13 2.16499e+13 2.13122e+13 3.21033e+13 2.89252e+13 3.60929e+13 3.06727e+13 3.23455e+13 2.64736e+13 2.83548e+13 2.79955e+13 2.56448e+13 3.83182e+13 3.04143e+13 2.42954e+13 4.75904e+13 2.60528e+13 2.07498e+13 1.8607e+13 2.14816e+13 2.24409e+13 3.07973e+13 3.02891e+13 4.46441e+13 2.73809e+13 2.24792e+13 7.79813e+13 2.64298e+13
threshold=4.5000000000000009 19.500000000000004 75.000000000000014 128.05000000000004 55.759969450000007 55.783232450000007 2.5000000000000004 26.500000000000004 98.020000000000024 37.71815560000001 37.768783500000005 37.543519500000009 20.500000000000004 62.375000000000007 37.517483500000004 58.995000000000012 55.876067900000002 3.5000000000000004 37.682335600000009 20.500000000000004 32.515000000000008 55.850146250000009 37.682335600000009 24.500000000000004 3.5000000000000004 37.488790500000007 22.500000000000004 55.834019500000004 37.401708450000008 37.442254400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 19 8 9 16 11 12 -6 14 15 -14 20 18 -18 -7 -8 22 24 -24 25 -22 -27 29 -29 -26
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=51.5376704748615 -25.504553189444977 650.76021636118344 55.433516748391781 -104758.44321986608 -83072.680286458344 -24486.595999565972 30116.143819304434 9295.6946276074505 49914.610020380438 47558.226689189192 37921.984575195318 -67211.314023822299 -17845.675268835312 -45010.413830278056 133522.32554347828 98110.137079326931 20958.881051897322 -54754.961376009975 -46792.604361979174 7630.9651708830024 -11370.321096283536 -2009.9346243827931 97382.778620147714 -11886.402659480735 54523.002074569318 -45022.295509776857 -105420.33317575167 -221593.99508928575 -6648.5705941133729 -13824.885957766042
leaf_weight=1847372 2153416 6974 59818 21 60 225 93 719 69 74 55 184 174 127 23 26 175 453 84 1898 212 690 32 133 78 174 132 21 86 206
leaf_count=1847372 2153416 6974 59818 21 60 225 93 719 69 74 55 184 174 127 23 26 175 453 84 1898 212 690 32 133 78 174 132 21 86 206
internal_value=0 28.5994 -551.76 -3303.78 -3142.09 -7406.37 -4947.18 -10623.9 -15905 -17623.3 -28451.7 -34597.4 -19960.9 -9141.69 11285.8 -2771.42 -19500.9 -35206.1 -1014.57 4227.08 -13479.2 -15777.6 -24622.8 9305.2 -30781.4 -46640.7 -71076.4 -9770.8 -48834.1 4946.72
internal_weight=0 1.92039e+06 73016 13198 13177 6203 5554 3431 2712 2643 649 594 410 350 223 200 2569 712 259 2123 1857 1764 1074 165 909 518 306 391 107 284
internal_count=4073804 1920388 73016 13198 13177 6203 5554 3431 2712 2643 649 594 410 350 223 200 2569 712 259 2123 1857 1764 1074 165 909 518 306 391 107 284
is_linear=0
shrinkage=0.1


Tree=4946
num_leaves=31
num_cat=0
split_feature=4 3 0 3 5 1 1 6 6 3 1 1 1 6 6 6 2 4 6 0 4 6 3 6 1 1 6 3 2 1
split_gain=3.19778e+11 4.85958e+12 1.13177e+13 1.08786e+13 1.89717e+13 1.97425e+13 2.25959e+13 4.52774e+13 3.03833e+13 2.10976e+13 2.09527e+13 4.68835e+13 2.02376e+13 1.8613e+13 1.75188e+13 1.93965e+13 1.9231e+13 2.66353e+13 2.60034e+13 1.72486e+13 1.60104e+13 4.13919e+13 1.54988e+13 1.51827e+13 1.71874e+13 3.17209e+13 1.40301e+13 2.31706e+13 1.96778e+13 1.79754e+13
threshold=16.500000000000004 6.5000000000000009 47.245981600000007 4.5000000000000009 2.5000000000000004 61.335446300000008 65.574968200000015 86.030000000000015 112.00500000000001 5.5000000000000009 61.381045500000006 61.400814300000008 65.559704250000024 142.05000000000004 90.045000000000016 84.810000000000016 3191.5000000000005 23.500000000000004 87.015000000000015 55.81943720000001 18.500000000000004 105.00500000000001 5.5000000000000009 142.05000000000004 37.897576350000001 60.590708550000009 93.050000000000011 5.5000000000000009 2911.0000000000005 37.858952300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 7 -7 20 -10 -9 -12 -13 -11 15 -5 17 18 19 -17 21 -8 -20 -6 -25 -26 -16 -28 29 -29
right_child=1 -3 3 4 5 6 8 10 9 13 11 12 -14 -15 26 16 -18 -19 22 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-15.200201523600455 1973.1345181013467 -91.293754290240543 -376.83809255325974 323.76702055269334 2776.8071804923566 -10022.283839359141 16008.177315209483 9374.0843111478371 1719.906430211018 -93488.924032827534 195100.14274088544 33562.21158938064 125271.49704589845 9559.2663085937511 -64716.908167232694 40086.464648437504 -12152.95944522472 84361.132022471924 11938.577690972223 -74645.412571957248 2843.4484988518484 126239.32290178572 123647.69959239132 20797.140410156251 -159296.36194661458 -5054.0618489583339 20803.395500372026 -49213.020475260419 -111120.46323242188 63625.575781250001
leaf_weight=3147398 39679 666730 143174 61543 11632 133 1275 52 97 65 30 97 32 24 67 20 89 89 27 38 1166 35 23 30 24 30 105 48 32 20
leaf_count=3147398 39679 666730 143174 61543 11632 133 1275 52 97 65 30 97 32 24 67 20 89 89 27 38 1166 35 23 30 24 30 105 48 32 20
internal_value=0 51.6416 418.635 138.263 1098.25 4325.8 11555.4 35673.6 8438.67 -30540.5 64477.2 82498.3 56311.8 -65700.6 333.108 444.509 26426.5 43855.8 10476.3 -35082.7 11366.8 18953.3 63324.8 2470.89 -39890.7 -73606.2 -24989.9 -12005.9 -46455.7 -16025.2
internal_weight=0 926406 259676 219997 76823 14722 3006 344 2662 186 211 159 129 89 62101 61829 286 197 108 58 2476 1310 50 11716 84 54 272 205 100 68
internal_count=4073804 926406 259676 219997 76823 14722 3006 344 2662 186 211 159 129 89 62101 61829 286 197 108 58 2476 1310 50 11716 84 54 272 205 100 68
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=31
num_cat=0
split_feature=1 1 2 4 6 0 2 3 7 0 4 0 4 0 0 4 1 4 0 1 0 1 6 3 1 4 0 4 6 3
split_gain=3.14287e+11 4.83192e+12 1.89122e+13 2.14586e+13 2.76798e+13 1.77872e+13 1.78525e+13 1.6801e+13 1.27298e+13 2.63829e+13 3.28218e+13 2.89368e+13 1.5118e+13 3.1162e+13 5.38493e+13 4.96626e+13 7.72065e+13 4.60259e+13 4.34888e+13 3.17761e+13 3.10783e+13 2.83777e+13 1.88128e+13 2.16349e+13 1.54993e+13 1.60017e+13 2.35756e+13 1.31366e+13 2.86194e+13 1.68613e+13
threshold=38.430814800000007 38.965413050000002 3191.5000000000005 6.5000000000000009 85.020000000000024 47.267650700000011 5762.5000000000009 4.5000000000000009 6.0000000000000009 55.866549750000011 15.500000000000002 55.883833400000007 18.500000000000004 45.040161900000008 45.022979600000006 14.500000000000002 38.958307950000012 4.5000000000000009 45.059854000000009 38.927872750000006 45.125532050000011 38.958307950000012 81.705000000000013 6.5000000000000009 38.948208550000011 24.500000000000004 45.097384400000003 24.500000000000004 88.825000000000003 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 -5 -7 -6 -2 12 -11 -12 13 14 15 21 -17 -16 19 -15 24 -10 -19 -24 27 -26 -27 28 -14 -29
right_child=1 -3 3 4 7 6 -8 -9 9 10 11 -13 20 18 17 16 -18 22 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=42.675249817100365 -581.98569423193408 9.6690116491679383 -1765.1406369855138 -6955.9230907298424 -14644.879777943006 -37443.920660863841 30844.297647165702 -95175.783891369065 7665.8043403625488 16287.453515810759 159303.98484848486 21089.378972516744 -1869.6040511968481 38402.653369140629 -64476.252343750006 35063.498072076611 -181649.06281250002 63462.382652407796 -480.3810515165232 -47230.02246394231 72063.380242507526 132833.04453124999 66351.311160714293 206739.31942934784 15550.443461477396 -1532.6622077302561 -105201.80165625001 47868.518552714646 -61107.339288933726 -24352.866520182291
leaf_weight=1212218 106431 2736801 6475 2368 44 349 43 63 192 345 33 28 786 50 24 31 35 122 4906 325 74 20 21 23 1555 179 25 99 91 48
leaf_count=1212218 106431 2736801 6475 2368 44 349 43 63 192 345 33 28 786 50 24 31 35 122 4906 325 74 20 21 23 1555 179 25 99 91 48
internal_value=0 -18.078 -626.629 -4954.29 -12156.9 -10222.2 -29953.1 -62060.3 -276.421 3332.27 28243.1 95861.2 2157.07 -797.576 23934 -4108.83 -79859.8 64965.1 -2989.28 -35812.3 8102.56 19474 83679.5 139736 6401.84 12095.8 -14237.2 -3379.13 -8016.28 24286
internal_weight=0 2.86159e+06 124785 9342 2867 2760 392 107 115443 9012 406 61 8606 5749 468 278 66 190 5281 375 2857 212 166 44 2783 1759 204 1024 877 147
internal_count=4073804 2861586 124785 9342 2867 2760 392 107 115443 9012 406 61 8606 5749 468 278 66 190 5281 375 2857 212 166 44 2783 1759 204 1024 877 147
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=31
num_cat=0
split_feature=3 6 6 3 1 0 0 6 4 0 3 4 4 1 1 1 5 1 0 0 1 0 1 4 5 6 0 4 7 1
split_gain=2.89215e+11 2.57943e+12 7.03237e+12 9.29373e+12 1.94337e+13 3.22853e+13 2.1142e+13 4.63548e+13 1.14593e+14 9.91925e+13 5.96104e+13 4.99773e+13 4.86135e+13 3.33487e+13 2.64522e+13 2.59714e+13 2.25351e+13 2.16563e+13 3.27272e+13 4.00119e+13 2.97542e+13 4.11141e+13 2.60611e+13 2.09626e+13 2.07026e+13 4.49694e+13 2.62337e+13 3.40612e+13 6.45893e+13 3.88737e+13
threshold=4.5000000000000009 95.045000000000016 101.02000000000002 2.5000000000000004 30.277905650000005 60.034792100000011 59.933037250000005 97.020000000000024 8.5000000000000018 59.982409200000006 3.5000000000000004 5.5000000000000009 7.5000000000000009 30.345769800000003 30.330566300000005 30.370944000000005 2.5000000000000004 30.345769800000003 59.898927250000007 59.848366150000011 30.362494150000003 59.91832440000001 30.330566300000005 9.5000000000000018 3.5000000000000004 99.050000000000011 59.950512650000007 10.500000000000002 6.0000000000000009 30.242318500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 17 12 9 10 11 13 -8 -9 -12 -10 -14 18 19 -6 21 -19 -20 -18 26 -26 27 28 -5 -29
right_child=-2 2 -4 4 6 -7 7 8 15 -11 14 -13 16 -15 -16 -17 23 20 22 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=50.249734494439352 -25.161743608912669 163.56030393337002 51.996954475745326 -101433.15088686343 -88411.968323863635 61799.28775436047 -73168.336212531882 202764.68365885419 -65847.511740579052 -2681.3326855468749 134108.2986607143 315267.46711956523 104314.66887109376 50584.574609375006 -15536.024739583336 19266.548193359376 59254.625117187505 -27920.730078125001 -40566.087721113727 74990.593317819163 -4163.7097272346682 129303.1614483173 -145260.50183189657 -29224.818586033951 -129031.25159935141 27638.130385044642 17939.268764909353 -16655.200666375411 4908.5722006441365 136735.81203125001
leaf_weight=1853392 2153416 8615 48472 135 22 43 98 36 85 80 21 23 25 24 27 62 40 29 132 47 8405 39 29 81 53 28 131 95 99 20
leaf_count=1853392 2153416 8615 48472 135 22 43 98 36 85 80 21 23 25 24 27 62 40 29 132 47 8405 39 29 81 53 28 131 95 99 20
internal_value=0 28.215 -581.36 -2238.67 -4327.2 -21709.3 -3198.9 14925 37833.8 85056.9 138637 189936 -18687.1 141893 49933.4 -29949.1 17882.5 -4452.56 -34729.5 22891.2 -3630.69 62251.8 -59424.1 24.5843 -28110.2 -74873.9 -20218.8 -34541.7 -56442.4 10021.5
internal_weight=0 1.92039e+06 66996 18524 9909 604 9305 602 358 211 131 83 244 60 48 147 146 8703 230 69 8473 68 161 121 561 81 480 349 234 115
internal_count=4073804 1920388 66996 18524 9909 604 9305 602 358 211 131 83 244 60 48 147 146 8703 230 69 8473 68 161 121 561 81 480 349 234 115
is_linear=0
shrinkage=0.1


Tree=4949
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 6 6 6 1 0 4 0 6 4 4 4 4 7 4 0 6 1 4 6 6 1 6 6 6 6
split_gain=2.89591e+11 3.41623e+12 1.29947e+13 3.61992e+13 1.6394e+13 9.55139e+12 9.41684e+12 9.29941e+12 8.05705e+12 1.81669e+13 2.06405e+13 2.6771e+13 2.29461e+13 1.81539e+13 5.31733e+13 2.12261e+13 1.98504e+13 1.70247e+13 5.56965e+13 3.28172e+13 3.20116e+13 1.64296e+13 2.82813e+13 2.72383e+13 2.1936e+13 2.39686e+13 1.50383e+13 2.96301e+13 2.74188e+13 3.28892e+13
threshold=30.260128500000004 59.91832440000001 59.905532300000012 8.5000000000000018 6.5000000000000009 82.00500000000001 96.050000000000011 41.990000000000002 30.157841000000001 59.838047850000002 7.5000000000000009 59.699368850000006 54.010000000000012 20.500000000000004 21.500000000000004 22.500000000000004 24.500000000000004 6.0000000000000009 5.5000000000000009 59.856552950000008 64.805000000000021 30.205407000000005 15.500000000000002 62.375000000000007 83.010000000000005 30.226173900000003 92.02500000000002 80.030000000000015 79.710000000000022 77.010000000000005
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 8 4 5 -4 -7 -5 -1 10 11 -10 -13 17 -15 26 -17 21 -19 20 -20 23 -23 -11 -24 -26 27 28 29 -16
right_child=-2 -3 3 7 -6 6 -8 -9 9 13 -12 12 -14 14 15 16 -18 18 19 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=407.80733511590745 -4.9131359118550328 741.7018990208403 191.69569741482206 -1277.4707979910715 66666.360733816968 -92829.580655570666 -209.46101190476193 -57689.92433792373 -43252.911187941034 -4298.346892249886 6512.5536815824598 6265.9501453969233 -28146.780550575259 45480.680822618771 -10367.545646831419 21582.498513605868 -2936.9006593670483 80630.841009176002 -31883.813406793328 419.73015228271493 -113017.70399305556 3358.8137093669357 -20605.18401354524 -21600.610387344488 -29837.269437500003 100844.11090087891 64222.86222826087 -99407.338206845248 102506.59898437501 -100878.6995639535
leaf_weight=59156 3940012 55842 450 35 35 23 21 177 186 3562 3956 797 256 271 605 503 961 53 489 320 54 3804 829 1222 25 32 23 42 20 43
leaf_count=59156 3940012 55842 450 35 35 23 21 177 186 3562 3956 797 256 271 605 503 961 53 489 320 54 3804 829 1222 25 32 23 42 20 43
internal_value=0 144.686 -283.006 -13462.5 529.502 -4156.31 -48624.5 -48376.5 -156.518 -2005.7 2984.99 -8278.17 -2100.3 -4022.07 3687.56 -1467.62 5487.46 -5853.39 -18871.6 -24982.4 -39952.4 -4594.72 -388.847 -8717.95 -16479.3 43527.7 -15358.8 -17936.8 -12814.4 -16373.7
internal_weight=0 133792 77950 741 529 494 44 212 77209 18053 5195 1239 1053 12858 2468 2197 1464 10390 916 863 543 9474 4690 4784 886 57 733 710 668 648
internal_count=4073804 133792 77950 741 529 494 44 212 77209 18053 5195 1239 1053 12858 2468 2197 1464 10390 916 863 543 9474 4690 4784 886 57 733 710 668 648
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=31
num_cat=0
split_feature=2 0 0 6 4 6 5 1 0 6 1 4 6 0 1 6 6 1 1 6 4 1 1 4 3 0 1 6 4 4
split_gain=2.9266e+11 1.77159e+12 6.75461e+12 4.90632e+12 4.09385e+12 2.04899e+12 3.60361e+12 1.96096e+12 4.06667e+12 6.5934e+12 2.0231e+12 3.84784e+13 2.43941e+13 2.23718e+13 7.08821e+12 5.01949e+12 7.7263e+12 6.99731e+12 2.73004e+13 1.02531e+13 9.81723e+12 7.63561e+12 6.57927e+12 1.37876e+13 1.69768e+13 7.01293e+12 9.62003e+12 6.18491e+12 6.2623e+12 7.96208e+12
threshold=915.50000000000011 52.960348700000004 53.20799465000001 64.805000000000021 8.5000000000000018 35.995000000000012 2.5000000000000004 39.873894000000007 55.348830750000012 57.995000000000012 39.018051150000005 14.500000000000002 40.905000000000008 55.685785750000008 38.999037500000007 37.505000000000003 67.00500000000001 39.231261550000006 39.366401150000009 94.02500000000002 8.5000000000000018 39.178027400000005 39.079932600000006 5.5000000000000009 1.5000000000000002 55.539595350000006 39.803839700000005 46.010000000000012 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 3 4 5 -3 -1 -7 10 -9 -10 14 13 -13 15 -4 -12 22 21 -19 20 -20 -18 27 25 -25 26 -24 -17 -29 -30
right_child=-2 2 7 -5 -6 6 -8 8 9 -11 11 12 -14 -15 -16 16 17 18 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=21162.846499398351 -11.990497456977568 15032.74694511218 57.777514552875488 -57225.319599609385 70680.118857421883 -23813.346302304024 24423.407087053572 36120.344877929689 -4382.6257802934788 -45362.760650900134 -1688.676504813134 3853.4154166666667 120795.54268465909 -19321.59162107942 -7316.5113966984181 3212.904006159953 -8014.5077277576047 93073.457674632358 -21209.969039306641 -72078.223007812499 27881.300651715748 -70762.38671875 -14356.283973720807 98004.29107812501 12596.609144868484 2021.3920523136553 51617.838969089673 18613.850473258346 2997.5940460644219 37654.875412029112
leaf_weight=26 3394471 39 668926 20 20 59 21 20 268 46 2295 30 44 511 1306 1271 639 34 80 20 83 20 566 25 337 982 23 828 721 73
leaf_count=26 3394471 39 668926 20 20 59 21 20 268 46 2295 30 44 511 1306 1271 639 34 80 20 83 20 566 25 337 982 23 828 721 73
internal_value=0 59.9138 62.1133 -11796.6 33896.3 -3225.11 -11151.2 59.174 -7601.27 -10386.1 62.9432 1588.58 73386.6 964.103 43.4081 2260.34 3849.78 -4790.22 10784.7 -4503.9 3787.43 -9918.84 5418.08 901.048 18494.9 -3153.05 -11780 8436.2 12529.2 6183.97
internal_weight=0 679333 679207 126 59 106 80 679148 334 314 678814 8582 74 8508 670232 7997 5702 876 217 183 163 659 4826 1933 362 1571 589 2893 1622 794
internal_count=4073804 679333 679207 126 59 106 80 679148 334 314 678814 8582 74 8508 670232 7997 5702 876 217 183 163 659 4826 1933 362 1571 589 2893 1622 794
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=31
num_cat=0
split_feature=0 6 6 4 4 3 0 2 3 4 3 4 1 2 1 4 1 3 0 0 3 0 1 4 5 0 0 3 1 2
split_gain=2.85174e+11 1.92105e+12 4.13076e+12 1.01138e+13 1.17083e+13 3.3218e+13 2.84624e+13 9.90249e+12 1.00286e+13 4.55614e+13 3.03399e+13 2.1883e+13 2.167e+13 1.70102e+13 1.88694e+13 1.99239e+13 1.25523e+13 1.45934e+13 2.25276e+13 3.64841e+13 2.60422e+13 1.4171e+13 1.54929e+13 1.09066e+13 9.45976e+12 7.92916e+12 7.79782e+12 4.59433e+13 9.56168e+12 7.50285e+12
threshold=54.94110555000001 138.05000000000004 142.05000000000004 2.5000000000000004 8.5000000000000018 5.5000000000000009 54.73499850000001 2810.0000000000005 5.5000000000000009 13.500000000000002 6.5000000000000009 10.500000000000002 39.723160900000003 3191.5000000000005 41.912736000000002 10.500000000000002 44.628646350000004 10.500000000000002 45.015054600000006 45.067157700000003 8.5000000000000018 42.965693300000005 47.899251850000006 13.500000000000002 3.5000000000000004 45.125532050000011 44.046956350000009 3.5000000000000004 44.064675150000006 3191.5000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 7 -6 9 13 11 -10 -11 14 15 -9 17 18 20 -20 -12 -18 -23 -24 -19 -3 27 28 -5 -28
right_child=-2 2 -4 4 6 -7 -8 8 10 12 16 -13 -14 -15 -16 -17 21 24 19 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=27.881057689698533 -18.124699390723361 15151.107543285474 584.51102768898011 12860.608470618208 -36992.044904891307 -107479.09248046875 100172.47629464287 25218.759452311198 172599.23370535715 23639.230233028018 166725.57139423079 26441.808847656255 138347.27269021739 -9519.7857318584738 -150028.86255326704 -108157.4197219122 54328.42898065476 24334.692128452036 -23904.43513485002 80522.302328330596 20647.195805027175 -82420.373320312501 58053.100234375001 -42918.771976902179 -21219.728024323456 86423.436342592599 -21077.796676252357 128249.79432291666 -57074.244703584562 6451.8749147366761
leaf_weight=1291062 2772653 37 8640 46 46 31 35 24 21 58 26 20 23 104 22 21 21 86 81 57 23 40 20 23 97 27 199 30 34 197
leaf_count=1291062 2772653 37 8640 46 46 31 35 24 21 58 26 20 23 104 22 21 21 86 81 57 23 40 20 23 97 27 199 30 34 197
internal_value=0 38.6223 1413.16 6354.14 4558.21 -6995.82 11874.9 8073.61 10776.4 -5570.18 18775.1 101303 56210.6 -34834.8 -74129.7 -37023.5 11636.6 20264.1 39910.5 19228.3 98158.2 -19057.6 -37625.1 4044.89 188.36 45219.1 -839.733 22714.2 -16861.7 -7382.48
internal_weight=0 1.30115e+06 10089 1449 1385 537 848 813 767 252 515 41 81 171 67 45 474 370 187 138 49 104 83 43 183 64 506 110 80 396
internal_count=4073804 1301151 10089 1449 1385 537 848 813 767 252 515 41 81 171 67 45 474 370 187 138 49 104 83 43 183 64 506 110 80 396
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=31
num_cat=0
split_feature=6 5 6 1 1 3 1 0 2 0 0 1 2 1 0 0 3 0 0 1 0 1 0 0 4 6 4 4 1 2
split_gain=2.73726e+11 2.53077e+12 7.05748e+12 1.01699e+13 2.4739e+13 2.43957e+13 1.94883e+13 3.51471e+13 1.11894e+13 1.29045e+13 1.2057e+13 1.1493e+13 9.26209e+12 1.14427e+13 1.09417e+13 3.73414e+13 1.01856e+13 2.98717e+13 8.7976e+12 1.78221e+13 7.99322e+12 9.34783e+12 7.63569e+12 6.3111e+12 2.00431e+13 7.42718e+12 6.29528e+12 6.23171e+12 6.22123e+12 6.11356e+12
threshold=39.305000000000007 1.5000000000000002 38.995000000000012 37.517483500000004 37.475446350000006 6.5000000000000009 37.543519500000009 55.806294650000005 2632.5000000000005 59.963561900000009 55.897267000000006 37.234509300000006 75.000000000000014 37.618684050000006 55.791814000000009 55.743464250000009 4.5000000000000009 55.768246800000007 44.046956350000009 39.718675700000013 55.850146250000009 37.600779750000008 55.753967500000009 59.905532300000012 13.500000000000002 39.025000000000013 16.500000000000004 7.5000000000000009 37.586700500000006 6240.0000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 10 23 26 -12 14 -14 15 28 -17 -18 19 -15 -16 -22 -5 -10 27 -26 -4 -25 -8 -20
right_child=-2 2 3 6 5 -7 12 -9 9 -11 11 -13 13 18 20 16 17 -19 29 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=80.311197385801634 -15.203293650018345 -1036.950874326717 -4479.7156356596615 -69168.246126302096 101400.01311624462 -8489.6046685987912 -40012.813161057697 15946.772747672874 15756.136721622242 -8629.7726921025023 -11285.343428308825 -99606.732391826925 -68386.091210937506 106077.70248579547 -20955.567179502294 32222.103481820915 49211.074919577208 198756.61754261365 -2164.1944038952565 10870.994868230047 -32044.302232142858 49047.332128906251 -151736.90089285714 49947.531875000001 34492.079785156253 -37325.480701192217 55445.005742187495 115716.36354549632 11617.054895662008 6648.8299817524503
leaf_weight=989524 3031103 47222 142 24 58 31 26 47 153 135 34 26 24 22 116 26 34 22 3370 185 21 44 21 25 36 24 20 34 228 1027
leaf_count=989524 3031103 47222 142 24 58 31 26 47 153 135 34 26 24 22 116 26 34 22 3370 185 21 44 21 25 36 24 20 34 228 1027
internal_value=0 44.1955 -627.849 2616.25 13777.1 63123.9 1086.09 -44532.8 6794.79 16645.3 -11264.4 -49557.9 1901.82 483.706 14596.2 25273.7 83946.3 107961 842.714 20989.6 -5224.83 22848.5 -107700 29189.8 46461.7 5765.06 2918.4 87848.2 6332.11 -105.751
internal_weight=0 1.0427e+06 53177 5955 718 89 5237 92 629 407 222 60 5145 4628 517 336 82 56 4604 207 181 65 45 272 119 60 162 59 254 4397
internal_count=4073804 1042701 53177 5955 718 89 5237 92 629 407 222 60 5145 4628 517 336 82 56 4604 207 181 65 45 272 119 60 162 59 254 4397
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=31
num_cat=0
split_feature=4 0 0 0 5 0 0 5 6 2 6 2 1 6 1 3 1 6 1 1 1 1 2 6 2 5 2 1 1 4
split_gain=2.92583e+11 1.51907e+12 3.23155e+12 4.53726e+12 7.0013e+12 4.37916e+12 5.07369e+12 1.05449e+13 5.88957e+12 5.40934e+12 4.93197e+12 6.4453e+12 5.44648e+12 5.10202e+12 5.115e+12 4.15233e+12 3.87961e+12 5.43046e+12 4.91809e+12 3.59176e+12 5.30904e+12 5.10684e+12 4.28696e+12 5.04857e+12 5.4107e+12 3.57481e+12 3.37586e+12 1.06611e+13 5.429e+12 4.72739e+12
threshold=2.5000000000000004 56.685611200000004 56.342669500000007 56.288960650000007 3.5000000000000004 56.041614100000011 56.148747500000006 3.5000000000000004 49.010000000000012 5261.5000000000009 57.995000000000012 2851.5000000000005 37.843405600000004 32.805000000000007 36.593086150000012 1.5000000000000002 43.80299105000001 74.615000000000009 43.862029600000007 37.46219940000001 43.80299105000001 43.56803845000001 6082.0000000000009 84.810000000000016 3930.5000000000005 1.5000000000000002 2865.5000000000005 37.563506350000004 37.503969450000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -1 7 9 -8 10 12 -12 13 -7 -15 -6 17 -10 -18 -4 21 -21 23 -22 -25 -23 27 28 -5 -28
right_child=-2 -3 19 4 15 6 8 -9 16 -11 11 -13 -14 14 -16 -17 18 -19 -20 20 22 25 -24 24 -26 -27 29 -29 -30 -31
leaf_value=162.80113491975493 -4.5094076310522571 -593.22962999865001 -9497.9595927780229 -11516.983734279725 7891.4333370535714 20236.274593955593 3962.8068298634348 73917.47106119791 -11712.590987419935 -14778.879519624257 41364.631660760315 9821.1397307880106 8575.3323281948979 7737.5560096153849 -36523.131942246837 62588.240582540762 28780.770320991847 -57418.809286794363 -5516.4425290043328 5345.8538073740765 -443.09670993134472 4390.8226637178313 6451.474613394068 -58781.338886088721 5233.2521059782612 28835.371169651145 -24247.980414806549 -32064.27153550092 28260.433074020129 -2259.9750268756425
leaf_weight=80812 3961637 21649 213 82 35 38 1658 24 161 105 97 195 920 39 79 23 46 31 459 593 1650 85 1161 31 23 202 105 170 59 1422
leaf_count=80812 3961637 21649 213 82 35 38 1658 24 161 105 97 195 920 39 79 23 46 31 459 593 1650 85 1161 31 23 202 105 170 59 1422
internal_value=0 159.268 339.242 211.475 -4626.55 319.82 3613.95 8165.97 720.379 7094.66 8773.55 20299.6 5645.65 -11632 -21894.6 29581.5 -6992.6 -19092.2 -2392.34 3133.45 3851.87 10645.5 1765.16 -1427.8 -31515.9 21595.7 -5706.03 -15202.4 5127.47 -3771.92
internal_weight=0 112167 90518 86560 1896 84664 3852 1497 2355 1473 1368 292 1076 156 118 58 697 192 505 3958 3745 880 2865 1704 54 287 1838 311 141 1527
internal_count=4073804 112167 90518 86560 1896 84664 3852 1497 2355 1473 1368 292 1076 156 118 58 697 192 505 3958 3745 880 2865 1704 54 287 1838 311 141 1527
is_linear=0
shrinkage=0.1


Tree=4954
num_leaves=31
num_cat=0
split_feature=0 6 1 3 1 1 4 6 1 4 0 0 4 5 6 4 0 0 6 0 0 0 0 5 6 3 3 6 4 5
split_gain=2.77891e+11 2.84431e+12 5.11952e+12 1.22765e+13 1.61751e+13 1.38547e+13 2.58715e+13 1.19802e+13 1.16117e+13 1.15064e+13 1.33619e+13 1.18611e+13 1.14835e+13 1.10859e+13 1.12406e+13 1.09029e+13 1.05857e+13 1.96473e+13 1.18514e+13 1.24471e+13 1.04076e+13 1.45381e+13 1.90754e+13 1.17274e+13 1.23075e+13 1.19971e+13 1.09281e+13 9.81251e+12 9.39793e+12 9.39017e+12
threshold=56.067362750000008 36.405000000000008 60.66055595000001 1.5000000000000002 63.728898350000001 61.273924650000005 5.5000000000000009 93.050000000000011 61.511492200000006 5.5000000000000009 56.638205000000006 56.986919400000012 23.500000000000004 2.5000000000000004 101.02000000000002 25.500000000000004 56.904718250000009 56.888401950000009 64.015000000000015 56.385857200000011 56.838524800000009 56.83050475000001 56.791379400000004 2.5000000000000004 67.00500000000001 6.5000000000000009 17.500000000000004 130.05000000000004 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 28 5 9 7 -7 -8 10 -5 27 16 -14 -15 -6 17 18 -11 -20 21 22 23 24 -21 -26 -23 -12 -4 -18
right_child=1 2 3 4 15 6 8 -9 -10 12 11 -13 13 14 -16 -17 29 -19 19 20 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-16.033153363515876 -272.38708083103177 230.07165590213009 2645.3600935325735 -22624.76668942954 -247.1668207630965 -3315.8136697301693 -31460.016123176607 -40770.850832884345 -11571.759420107041 -2941.8783418937019 4340.3050889273773 -14765.346781605378 -559.15285503827931 22825.112835211912 -22367.479659032822 43888.656258719311 -7197.3427681355988 -30143.64488536421 50198.705109786992 -53224.217143202317 -31787.662652343752 2165.4892552548367 -30571.452273456842 -439.2221417468761 -52981.788308189658 26505.502270063924 74467.084002130679 74538.585739746093 -9849.2219709938727 11792.271634234592
leaf_weight=2958794 228107 741191 15695 207 106296 4635 534 87 652 5723 4555 338 2295 393 64 56 434 332 32 97 250 420 505 709 29 55 22 20 626 651
leaf_count=2958794 228107 741191 15695 207 106296 4635 534 87 652 5723 4555 338 2295 393 64 56 434 332 32 97 250 420 505 709 29 55 22 20 626 651
internal_value=0 42.5456 123.545 -418.324 -744.319 -3146.54 -7322.33 -4005.9 -20526.5 -1706.43 2263.06 3311.66 -3398.52 2273.07 16496.2 -223.927 -5084.26 -6316.15 -5307.39 -11696.2 -12645.2 -10040.1 -15047.6 -6239.13 -28958.1 -936.539 5764.21 4647.18 2166.12 4196.43
internal_weight=0 1.11501e+06 886903 145712 129391 23039 5908 4722 1186 17131 5120 4913 12011 2752 457 106352 9259 8174 7842 2119 2087 1837 1395 890 181 84 442 4575 16321 1085
internal_count=4073804 1115010 886903 145712 129391 23039 5908 4722 1186 17131 5120 4913 12011 2752 457 106352 9259 8174 7842 2119 2087 1837 1395 890 181 84 442 4575 16321 1085
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=31
num_cat=0
split_feature=6 3 0 0 1 3 4 1 6 6 1 3 4 0 0 6 1 6 5 0 0 6 7 0 4 4 4 0 1 0
split_gain=2.91155e+11 2.13799e+12 4.24396e+12 2.26398e+12 3.05869e+12 2.66412e+12 5.38653e+12 2.56649e+12 3.5529e+12 2.9321e+12 2.66858e+12 3.24837e+12 2.47846e+12 4.34146e+12 3.69267e+12 4.93207e+12 2.48427e+12 2.28694e+12 2.20268e+12 6.69746e+12 8.38993e+12 8.70963e+12 6.36706e+12 1.18352e+13 1.17176e+13 1.18587e+13 1.1807e+13 1.41973e+13 1.09026e+13 9.64892e+12
threshold=39.305000000000007 26.500000000000004 55.649510000000014 55.685785750000008 37.843405600000004 28.500000000000004 30.500000000000004 37.618684050000006 39.025000000000013 34.310000000000009 60.571186450000006 32.500000000000007 27.500000000000004 59.838047850000002 55.850146250000009 36.280000000000008 38.166910000000009 37.995000000000012 1.5000000000000002 59.905532300000012 59.91832440000001 38.205000000000005 6.0000000000000009 59.933037250000005 12.500000000000002 17.500000000000004 23.500000000000004 59.990753350000013 30.330566300000005 59.982409200000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 12 -7 -8 9 -9 11 17 13 -5 15 -14 -16 -11 -1 -20 21 -21 23 28 29 -26 27 -27 -22 -24
right_child=-2 2 3 5 -6 6 7 8 -10 10 -12 -13 14 -15 16 -17 -18 -19 19 20 22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=83.96754296768961 -15.679851442623505 -24557.825378289475 38650.798109654017 34911.729674030175 2057.6447340442292 44431.01220703125 -8505.2114830936953 -6974.2661949157718 -32924.45682663691 50739.807301839195 -11424.513402258832 1045.7441463694854 -11894.998882293701 -13057.289326646593 12403.272741247107 -51008.361362485535 -16233.933946515514 10491.599296875 -891.43144225015169 16289.103409370087 22090.102367424246 83421.059339488638 45196.332372685189 971.50296616848436 -8523.8979564743349 40615.958677716124 -975.58813957868301 -3073.9176492256033 -43244.698416758853 7856.8515353350567
leaf_weight=988441 3031103 95 28 29 124 26 282 64 21 48 23 34 80 54 54 54 69 20 49284 159 33 22 135 2091 498 214 350 114 113 142
leaf_count=988441 3031103 95 28 29 124 26 282 64 21 48 23 34 80 54 54 54 69 20 49284 159 33 22 135 2091 498 214 350 114 113 142
internal_value=0 45.5809 -4350.76 -2450.09 8798.49 -4442.85 71.6299 -2272.57 6096.99 10432.7 19345.1 26283.3 -11320.8 3702.97 -16172.8 -27657.1 -3661.5 38902.1 50.2448 -576.844 3428.36 24448.8 2397.27 -950.498 7551.42 3193.05 11799.3 25431.1 -28477.2 26054.8
internal_weight=0 1.0427e+06 1105 1010 152 858 518 492 210 189 125 102 340 83 257 134 123 68 1.0416e+06 53155 3871 181 3690 2237 1453 1176 678 328 146 277
internal_count=4073804 1042701 1105 1010 152 858 518 492 210 189 125 102 340 83 257 134 123 68 1041596 53155 3871 181 3690 2237 1453 1176 678 328 146 277
is_linear=0
shrinkage=0.1


Tree=4956
num_leaves=31
num_cat=0
split_feature=1 1 3 3 6 6 6 3 6 6 3 6 6 6 5 6 4 4 6 3 6 3 6 6 4 3 6 6 6 0
split_gain=2.82509e+11 3.35734e+12 5.85814e+12 1.01519e+13 9.31959e+12 7.02595e+12 1.13078e+13 1.07685e+13 1.20961e+13 7.52561e+12 6.35199e+12 8.36876e+12 8.13639e+12 1.84676e+13 9.09025e+12 1.88562e+13 1.2478e+13 9.91987e+12 9.8891e+12 9.8667e+12 9.4284e+12 8.91497e+12 7.7619e+12 7.72444e+12 2.44238e+13 7.61635e+12 7.16482e+12 1.59303e+13 1.10975e+13 2.20906e+13
threshold=36.555998300000006 36.593086150000012 1.5000000000000002 4.5000000000000009 114.05000000000001 149.05000000000004 134.05000000000004 8.5000000000000018 189.00000000000003 128.05000000000004 17.500000000000004 120.05000000000001 77.565000000000012 75.010000000000005 2.5000000000000004 64.405000000000015 9.5000000000000018 14.500000000000002 69.605000000000004 8.5000000000000018 73.995000000000019 14.500000000000002 61.805000000000007 72.50500000000001 12.500000000000002 7.5000000000000009 67.91500000000002 67.00500000000001 71.715000000000018 50.596941950000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -9 10 11 12 13 14 15 -5 20 26 -19 -20 -16 -14 -12 24 -18 -22 27 -17 -28 -30
right_child=1 -3 3 5 -6 7 -8 8 -10 -11 22 -13 21 -15 16 17 23 18 19 -21 25 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-73.362113466545395 -3190.4819043793832 2.9594308571826002 5757.4889717833539 -1022.24392706036 -71838.177128906245 -13385.058954326923 -46589.10833834135 108826.44101562501 15523.029379734849 50177.640416666669 4404.3741210937505 -23311.686011059253 7460.6510265440975 -30579.199064127606 -3174.1181625896443 12532.147421875001 -20174.807005940314 14835.927770816579 104306.85117187501 36510.921964164409 50219.090545654297 -23948.820616776316 79798.12485795455 -38443.629429408487 44875.324081143466 -6299.5728207236843 -16623.754138120996 106400.51026785714 1419.2344137854611 94653.893548387103
leaf_weight=464999 1768 3592523 4996 4598 20 39 52 24 33 30 36 154 1852 210 777 130 460 170 28 92 64 95 22 140 66 38 195 21 141 31
leaf_count=464999 1768 3592523 4996 4598 20 39 52 24 33 30 36 154 1852 210 777 130 460 170 28 92 64 95 22 140 66 38 195 21 141 31
internal_value=0 9.4528 1442.17 2108.39 -3958.35 188.946 -85.8822 27105 54808.7 172.745 11.7854 -194.804 196.061 -1362.42 -479.734 1453.53 -7244.27 15542.1 30350.7 52330 578.326 5928.09 33002 -17568.7 -12012.6 29163.1 7251.62 25586.7 -292.232 18223.2
internal_weight=0 3.6088e+06 16282 14494 1788 9498 9402 96 57 9350 9320 9262 9108 7161 6951 5406 1545 808 290 120 879 1947 58 666 526 102 518 151 367 172
internal_count=4073804 3608805 16282 14494 1788 9498 9402 96 57 9350 9320 9262 9108 7161 6951 5406 1545 808 290 120 879 1947 58 666 526 102 518 151 367 172
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=31
num_cat=0
split_feature=6 6 4 4 3 4 3 0 1 1 3 1 5 1 3 4 1 1 0 0 1 2 5 3 5 2 0 1 1 2
split_gain=2.69384e+11 3.59843e+12 9.5631e+12 1.43606e+13 1.36212e+13 1.47423e+13 1.33517e+13 2.62631e+13 2.07882e+13 2.34203e+13 1.85159e+13 1.23251e+13 2.95238e+13 1.84149e+13 1.74209e+13 1.63249e+13 1.58593e+13 3.24431e+13 2.44257e+13 2.01136e+13 2.5389e+13 1.22529e+13 1.72148e+13 1.64284e+13 1.25798e+13 1.65852e+13 1.39625e+13 1.93567e+13 2.07508e+13 1.43915e+13
threshold=62.375000000000007 60.910000000000004 7.5000000000000009 10.500000000000002 2.5000000000000004 14.500000000000002 5.5000000000000009 44.601833250000006 37.631035900000008 37.543519500000009 6.5000000000000009 30.157841000000001 1.5000000000000002 30.410676000000006 1.5000000000000002 5.5000000000000009 30.277905650000005 30.345769800000003 59.939085000000013 59.950512650000007 30.323041000000003 75.000000000000014 3.5000000000000004 4.5000000000000009 2.5000000000000004 2632.5000000000005 44.601833250000006 39.749243900000003 39.712886600000012 7912.5000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 5 -5 11 -8 9 10 -9 12 -3 14 -13 16 -16 19 -19 20 -18 22 -4 -24 26 -26 27 28 -23 -28
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 13 -14 -15 15 -17 17 18 -20 -21 -22 24 23 -25 25 -27 29 -29 -30 -31
leaf_value=4.8000094298852281 42.849220646470449 92096.710711115054 -12095.808526634573 -16210.626430165643 -519.79517322484787 -2776.9821446110232 58804.954260835191 -61016.231431206601 -11428.172685877484 -153919.15948660715 33403.283304454664 -52812.378547100983 6279.6258086955204 -1639.8902847904887 -44318.731560019842 -35818.415343128552 -19634.709378201846 1438.2441248870093 -91406.833376002964 96611.746781249996 91505.526335685485 -17012.008042534722 118967.231328125 -6259.1474431818187 7827.2722074135709 -895.89238402461797 4494.965725672223 1685.7573578818262 -101459.61211845931 17086.16362628129
leaf_weight=2896423 1078696 44 919 1156 35400 2785 42 90 384 21 27 121 451 30629 63 176 61 121 37 50 31 90 20 22 2603 13399 8592 293 43 1015
leaf_count=2896423 1078696 44 919 1156 35400 2785 42 90 384 21 27 121 451 30629 63 176 61 121 37 50 31 90 20 22 2603 13399 8592 293 43 1015
internal_value=0 -15.4323 -609.253 78.1627 -1140.65 -6717.43 -2018.96 -17270.4 -23391.4 -56680.3 -39227.1 -1748.32 13907.8 -1996.01 -18522.6 -10824.9 1293.21 10871.7 -20304 45560.2 17814.7 1854.32 -9234.55 53372.5 2263.63 523.08 5039.7 -12675.9 -44314.6 5825.25
internal_weight=0 2.99511e+06 98685 66337 39341 3941 32348 564 522 138 117 31784 495 31289 660 539 363 300 158 142 92 26996 961 42 26035 16002 10033 426 133 9607
internal_count=4073804 2995108 98685 66337 39341 3941 32348 564 522 138 117 31784 495 31289 660 539 363 300 158 142 92 26996 961 42 26035 16002 10033 426 133 9607
is_linear=0
shrinkage=0.1


Tree=4958
num_leaves=31
num_cat=0
split_feature=6 1 0 0 6 6 4 2 1 4 3 6 4 0 2 4 4 6 6 0 0 3 3 5 6 6 3 3 6 4
split_gain=2.80197e+11 2.39415e+12 5.52814e+12 2.35946e+13 1.95342e+13 1.21776e+13 6.28326e+12 1.06684e+13 1.34616e+13 2.22122e+13 1.14748e+13 1.56066e+13 1.21088e+13 1.12188e+13 8.04426e+12 9.48709e+12 1.5057e+13 1.41892e+13 1.02665e+13 8.25491e+12 7.71576e+12 7.2391e+12 7.02713e+12 6.85554e+12 9.28153e+12 9.14011e+12 7.96169e+12 6.77881e+12 2.25305e+13 1.82569e+13
threshold=102.04000000000001 82.948524700000021 53.888505650000006 54.762682300000009 168.45000000000002 134.05000000000004 5.5000000000000009 6240.0000000000009 103.8879505 11.500000000000002 5.5000000000000009 112.00500000000001 9.5000000000000018 53.715816400000008 6680.0000000000009 3.5000000000000004 2.5000000000000004 189.00000000000003 128.05000000000004 53.341100000000004 51.768991500000006 13.500000000000002 5.5000000000000009 3.5000000000000004 130.05000000000004 112.00500000000001 3.5000000000000004 2.5000000000000004 120.05000000000001 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 -2 6 4 5 -4 14 8 13 10 11 -10 -12 -8 -3 16 17 18 -16 -17 -9 22 -11 25 26 -15 -25 28 -22 -30
right_child=1 2 3 -5 -6 -7 7 20 9 21 12 -13 -14 23 15 19 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.3133990639482382 -12.912117262698054 -17815.635726594002 -35945.356477864581 -2084.9201099236957 35764.786961410988 -102809.40741003788 -35582.105490638467 -41877.158593750006 99237.386935763891 19172.034926757813 145336.4007523148 4889.5326640624999 49722.87623197116 -29899.907751671744 2696.0167809311224 -321.77196303494458 86907.180645161294 -63738.022850452777 84926.04296875 -55725.036214717751 -39792.508568444915 36242.115959821429 -56856.800453629032 86842.118110795462 -10872.423307719984 36473.692413330078 23035.223950195315 5469.7680692519934 56637.464692540329 -27038.945277777781
leaf_weight=3966508 97876 310 156 6657 33 33 58 41 27 20 27 50 26 59 49 203 31 22 22 31 137 28 31 33 38 32 48 1111 62 45
leaf_count=3966508 97876 310 156 6657 33 33 58 41 27 20 27 50 26 59 49 203 31 22 22 31 137 28 31 33 38 32 48 1111 62 45
internal_value=0 -159.457 -1682.1 -3154.42 -35225 -47620 2303.79 5273.46 18184.6 37207.8 62621.3 37972.5 98431.7 3349.37 -6022.87 4188.74 26551.3 6432.7 28175.7 -7661.52 861.852 -4611.91 -27041.6 14101.9 29901.9 -6559.74 49030.6 2155.06 -12937.7 21446.5
internal_weight=0 107296 9420 6879 222 189 2541 1873 477 209 130 77 53 268 668 358 124 93 71 234 1396 79 51 210 119 91 81 1355 244 107
internal_count=4073804 107296 9420 6879 222 189 2541 1873 477 209 130 77 53 268 668 358 124 93 71 234 1396 79 51 210 119 91 81 1355 244 107
is_linear=0
shrinkage=0.1


Tree=4959
num_leaves=31
num_cat=0
split_feature=2 0 6 3 6 6 1 4 2 5 4 6 0 3 0 0 4 1 4 0 1 0 0 1 1 0 4 0 7 4
split_gain=2.73031e+11 1.73574e+12 3.47921e+12 1.85765e+12 1.74048e+12 8.62363e+12 1.15187e+13 1.46548e+13 1.37591e+13 2.29686e+13 2.93929e+13 2.7487e+13 3.95053e+13 2.42591e+13 3.52105e+13 2.63876e+13 2.59579e+13 2.19862e+13 4.24491e+13 2.79986e+13 1.96879e+13 1.7844e+13 2.91111e+13 3.24221e+13 1.76387e+13 1.67106e+13 1.62685e+13 2.70757e+13 3.11529e+13 2.65143e+13
threshold=915.50000000000011 56.760749800000006 59.815000000000005 6.5000000000000009 58.755000000000003 58.045000000000009 38.430814800000007 9.5000000000000018 75.000000000000014 2.5000000000000004 13.500000000000002 58.605000000000011 55.79439725000001 3.5000000000000004 55.749683450000006 55.660117850000006 32.500000000000007 37.46219940000001 17.500000000000004 55.702806750000008 37.374856000000008 55.768246800000007 55.749683450000006 37.600779750000008 37.740454950000007 55.685785750000008 11.500000000000002 55.633951400000008 6.0000000000000009 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 -3 5 -1 8 -8 9 10 26 13 -13 24 15 -15 17 -17 -19 25 -16 22 23 -11 -12 -20 29 -28 -29 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10 21 11 12 -14 14 20 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.4290548358766009 -11.58141325235939 -8357.1154713350188 -34764.206094431327 25072.939763849434 287.95898670645869 31702.38293200628 10233.974933017829 97550.586480978265 -10075.539466458536 -60559.217909253544 -36285.47634825854 15298.161301185346 -60395.151605440027 10551.396445878971 -53084.682495117188 -62095.019667625427 49958.454878826538 -38625.260762351347 38779.391428571427 -9784.100189961473 27024.254874737457 1240.1045320880949 -101361.0038178066 7748.7845632952849 29325.24286743164 147117.78860677083 132013.02487331082 -75285.383110119059 73306.594576671516 -49671.996189413272
leaf_weight=448608 3394471 68 43 22 224456 219 117 23 2514 119 227 116 170 612 32 128 49 247 35 73 743 268 53 167 50 24 37 21 43 49
leaf_count=448608 3394471 68 43 22 224456 219 117 23 2514 119 227 116 170 612 32 128 49 247 35 73 743 268 53 167 50 24 37 21 43 49
internal_value=0 57.8697 -11365 -185.324 60.1065 -52.3587 -3775.87 24578.8 -4437.92 -367.563 3364.32 -515.617 -29694.4 3243.45 7190.42 -3775.1 -19544.6 -26261.8 -14159.8 31620.2 23716.5 -18043.3 -33288 -20673.1 -24442.4 82849.2 29714.3 63917.5 24549.9 16824.2
internal_weight=0 679333 133 90 679200 454744 6136 140 5996 3482 2875 2506 286 2220 1943 1168 556 507 379 132 775 607 339 286 277 59 369 101 64 268
internal_count=4073804 679333 133 90 679200 454744 6136 140 5996 3482 2875 2506 286 2220 1943 1168 556 507 379 132 775 607 339 286 277 59 369 101 64 268
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 0 1 6 6 5 4 3 6 6 3 6 4 3 6 5 6 0 4 1 6 7 6 6 6 6
split_gain=2.82831e+11 3.45502e+12 1.16269e+13 4.53454e+13 1.5456e+13 3.77669e+13 2.35621e+13 2.25877e+13 4.07057e+13 2.63071e+13 2.63854e+13 2.14315e+13 2.50031e+13 2.15474e+13 1.85131e+13 3.83296e+13 1.68349e+13 1.60768e+13 1.50344e+13 1.5254e+13 4.56604e+13 1.4404e+13 2.58504e+13 3.98501e+13 1.8063e+13 1.92184e+13 4.59272e+13 3.56033e+13 1.9632e+13 1.67582e+13
threshold=60.571186450000006 60.620042600000012 16.500000000000004 21.500000000000004 56.888401950000009 56.83050475000001 60.590708550000009 105.00500000000001 122.65000000000002 2.5000000000000004 20.500000000000004 4.5000000000000009 76.605000000000004 83.820000000000007 2.5000000000000004 86.920000000000016 17.500000000000004 6.5000000000000009 35.305000000000007 1.5000000000000002 47.805000000000007 56.83050475000001 25.500000000000004 60.590708550000009 38.605000000000011 6.0000000000000009 102.04000000000001 99.050000000000011 114.05000000000001 103.03500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 17 11 -11 -7 18 -14 15 -4 -10 -9 -13 20 -20 -5 23 29 -25 27 -27 -26 -29 -23
right_child=1 -3 3 21 6 7 -8 8 16 10 -12 12 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-17.825780518443768 -72.250455798676569 6.8557234258285851 29167.200273204988 4577.3930618038858 7269.0285259912889 -32485.860212010513 49105.674382867786 47410.402766927087 -49406.442838541669 -28809.725293560608 -145396.55419034092 -43429.948219748105 122401.10750473484 17431.831927490235 18105.622318647092 159042.22559267242 35309.345742984697 160909.60348557692 -388.92409376940191 -11457.29539546153 109865.047703125 21507.530936357216 4942.6233067684952 4055.8860509367073 -11405.906031784405 -19962.375030983749 -162155.5235054348 151806.2930859375 33882.474226888022 -56820.367780172419
leaf_weight=2794702 34369 1232124 105 4196 252 162 289 24 45 165 22 68 33 48 1213 29 49 26 151 211 50 470 2273 468 307 1833 23 20 48 29
leaf_count=2794702 34369 1232124 105 4196 252 162 289 24 45 165 22 68 33 48 1213 29 49 26 151 211 50 470 2273 468 307 1833 23 20 48 29
internal_value=0 38.9474 880.639 3477.98 14348.5 10908 29618 -3270.31 33530.3 -9093.71 -42525.8 -446.675 8805.28 60197.1 22002.2 57274.5 -5246.08 106430 132.915 7322.9 27037.4 169.7 -3210.79 -9005.89 -13805.7 -17552.5 -21724.5 3095.66 68566 16955.4
internal_weight=0 1.2791e+06 46978 12609 2942 2401 541 1054 144 910 187 723 561 81 1347 134 94 50 480 412 201 9667 5471 3198 2699 2231 1856 375 68 499
internal_count=4073804 1279102 46978 12609 2942 2401 541 1054 144 910 187 723 561 81 1347 134 94 50 480 412 201 9667 5471 3198 2699 2231 1856 375 68 499
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=31
num_cat=0
split_feature=4 3 3 4 7 0 0 7 6 7 6 0 6 6 6 1 3 6 6 1 0 6 6 1 6 1 1 6 1 6
split_gain=3.32807e+11 1.87602e+12 3.43002e+12 1.8743e+13 8.557e+12 6.21072e+12 7.31475e+12 1.16982e+13 1.12698e+13 8.13078e+12 4.672e+13 1.39345e+13 9.09302e+12 7.73371e+12 8.2937e+12 5.24811e+12 4.88812e+12 7.54123e+12 6.73194e+12 6.04514e+12 4.80917e+12 6.10587e+12 4.51998e+12 4.23841e+12 3.79235e+12 3.61984e+12 2.40963e+13 9.52726e+12 9.02405e+12 3.18141e+13
threshold=28.500000000000004 22.500000000000004 19.500000000000004 29.500000000000004 6.0000000000000009 55.812023600000011 55.685785750000008 6.0000000000000009 97.020000000000024 6.0000000000000009 67.91500000000002 55.759969450000007 74.615000000000009 60.910000000000004 45.005000000000003 37.702956500000006 21.500000000000004 44.410000000000004 39.505000000000003 60.66055595000001 55.82518790000001 62.375000000000007 56.205000000000005 37.858952300000006 66.010000000000005 37.682335600000009 37.702956500000006 56.205000000000005 37.649344350000007 79.710000000000022
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 25 4 -4 6 7 13 9 10 11 -8 24 14 -5 -14 17 18 -6 22 21 -7 -19 -9 -11 28 27 -27 -2 -30
right_child=1 -3 3 5 16 20 8 23 -10 12 -12 -13 15 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.5730890585936841 555.95856404784433 774.06615518846013 -81168.745979256462 58587.826953125004 -32821.983092867944 60503.466835345644 54366.12483836207 -8110.7108214206964 -75112.311798321767 -7353.5521556007898 -168705.96013764883 -34919.500665838066 42042.941824287285 73859.638602941181 -22835.524427532331 -15456.832026811082 1264.5172955011919 -86526.23842712403 37722.809830729173 -13779.397612847222 2899.1176436194469 -7508.7084561434667 -36933.894761029413 9637.9143335586941 -32393.381392840485 -34448.460793417005 -1318.057836443224 -109974.17503396739 44344.598834136734 -76602.569227013228
leaf_weight=4041054 10045 10633 29 22 31 33 29 434 27 622 21 44 57 34 29 22 59 40 24 36 967 22 34 195 67 61 8951 23 133 26
leaf_count=4041054 10045 10633 29 22 31 33 29 434 27 622 21 44 57 34 29 22 59 40 24 36 967 22 34 195 67 61 8951 23 133 26
internal_value=0 -317.496 -842.277 -4062.09 -30056.4 -1556.73 -5440.61 2097.02 -11494.5 -9501.78 -37262.4 550.131 -6104 36916.8 12288.3 26030.3 -23439.2 -32272.7 -2038.8 -47389.6 4535.1 33298.6 -63740.6 -2608.35 -9788.48 -360.618 -1818.34 -55128.1 930.103 24567.1
internal_weight=0 32750 22117 2878 253 2625 1603 714 889 862 94 73 768 85 51 79 224 165 55 110 1022 55 74 629 689 19239 9035 84 10204 159
internal_count=4073804 32750 22117 2878 253 2625 1603 714 889 862 94 73 768 85 51 79 224 165 55 110 1022 55 74 629 689 19239 9035 84 10204 159
is_linear=0
shrinkage=0.1


Tree=4962
num_leaves=31
num_cat=0
split_feature=0 3 4 1 6 6 0 5 1 6 4 6 0 6 1 7 0 1 6 6 3 6 1 0 6 6 6 6 4 4
split_gain=2.69707e+11 1.92676e+12 6.14236e+12 2.43429e+13 2.873e+13 1.92355e+13 3.7299e+13 2.63823e+13 3.9677e+13 3.28304e+13 4.17605e+13 3.26667e+13 2.84311e+13 1.76553e+13 1.62839e+13 1.84324e+13 2.76335e+13 1.55966e+13 1.51673e+13 1.55909e+13 1.36073e+13 2.82062e+13 2.5899e+13 1.42928e+13 1.49738e+13 1.39839e+13 1.30885e+13 1.30708e+13 1.25348e+13 1.1839e+13
threshold=54.94110555000001 2.5000000000000004 8.5000000000000018 39.079932600000006 69.015000000000015 118.04500000000002 45.001720900000002 3.5000000000000004 38.977585500000011 138.05000000000004 11.500000000000002 128.05000000000004 45.047736150000013 69.605000000000004 38.893394150000006 6.0000000000000009 44.895258050000002 37.768783500000005 98.020000000000024 100.05000000000001 1.5000000000000002 94.02500000000002 38.999037500000007 45.022979600000006 100.05000000000001 102.04000000000001 142.05000000000004 125.02000000000002 10.500000000000002 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 -1 5 -5 14 17 8 9 10 -8 -12 26 -6 -4 20 -17 -7 -18 -20 25 -22 23 -23 -25 -16 -9 -10 -26 -24
right_child=-2 -3 3 4 13 6 7 12 27 -11 11 -13 -14 -15 15 16 18 -19 19 -21 21 22 29 24 28 -27 -28 -29 -30 -31
leaf_value=-26.080849129111556 -17.626336770534678 -36.830473174510033 344.85954586178394 731.59297376558527 -35346.141475533157 -97378.837784090909 188301.24089105779 -76565.859055397726 53880.118740081787 13292.199391682945 2872.0221153846155 139196.80527343749 38830.917083455024 -4216.2577264814254 5936.4316964778482 128500.56015625001 9642.7539568596512 6182.3703425480771 124611.82573029891 22187.489332217265 2066.7928694845764 -86885.431668795078 20354.214001381803 -66842.865147360775 -59591.623628743495 38310.185117474721 4738.3353732638889 -36503.659163411459 -879.98576367187513 -48578.475416666668
leaf_weight=253255 2772653 947177 17370 49700 185 33 44 44 24 48 39 32 107 11985 7051 20 3244 26 23 42 9977 52 147 78 48 136 36 48 150 30
leaf_count=253255 2772653 947177 17370 49700 185 33 44 44 24 48 39 32 107 11985 7051 20 3244 26 23 42 9977 52 147 78 48 136 36 48 150 30
internal_value=0 37.5604 236.618 897.167 -334.746 2859.08 22732.6 33144.8 55449.1 82758.2 111753 64314.2 5115.46 -4689.47 2609.94 4483.66 11309.4 -51741.7 10601.1 58429.9 3197.63 899.726 -22157.4 -38793.2 -29732.4 6549.04 -39979 -6375.73 -15113.1 8670.71
internal_weight=0 1.30115e+06 353974 100719 61870 38849 481 422 235 163 115 71 187 12170 38368 20998 3329 59 3309 65 17669 10482 505 328 276 7187 80 72 198 177
internal_count=4073804 1301151 353974 100719 61870 38849 481 422 235 163 115 71 187 12170 38368 20998 3329 59 3309 65 17669 10482 505 328 276 7187 80 72 198 177
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=31
num_cat=0
split_feature=6 5 0 3 0 0 4 6 4 6 3 6 4 4 4 6 6 3 3 1 3 7 1 4 1 0 3 1 3 3
split_gain=2.84895e+11 2.93906e+12 6.94709e+12 1.32264e+13 2.04704e+13 1.90793e+13 1.98658e+13 1.20358e+13 9.09513e+12 3.24118e+13 3.28105e+13 8.08842e+12 8.04593e+12 8.03681e+12 7.92574e+12 4.26224e+13 1.33209e+13 1.6926e+13 1.34327e+13 1.19047e+13 8.78204e+12 1.1369e+13 7.96812e+12 7.5104e+12 8.73697e+12 7.50523e+12 8.90158e+12 3.52685e+13 1.10113e+13 7.49777e+12
threshold=118.04500000000002 3.5000000000000004 43.051287600000009 1.5000000000000002 42.965693300000005 42.965693300000005 4.5000000000000009 189.00000000000003 8.5000000000000018 130.05000000000004 4.5000000000000009 142.05000000000004 9.5000000000000018 6.5000000000000009 14.500000000000002 128.05000000000004 130.05000000000004 9.5000000000000018 6.5000000000000009 47.386825600000002 4.5000000000000009 6.0000000000000009 47.504912950000005 20.500000000000004 82.825258850000026 55.007293000000011 21.500000000000004 82.92647190000001 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 2 3 4 -2 12 -7 8 9 10 -8 -11 13 -5 16 -16 18 19 -10 -18 -21 -22 -20 -4 29 -26 -27 -28 -29 -25
right_child=1 -3 23 5 -6 6 7 -9 14 11 -12 -13 -14 -15 15 -17 17 -19 22 20 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=3.0684082667508665 12950.308609375001 471.18146568594852 -2110.8495800924429 -4290.4562511625745 -82374.647865853665 92436.274461570953 -51047.878811992297 -37553.36108141447 51099.885251953128 158637.76703125003 84575.657760416681 74049.71274038461 3555.8289431467365 -51122.022836914068 -41472.1962890625 143183.96674999999 13099.840625000001 64425.022146739138 -16123.369436066059 2666.7094815340911 -126405.29728260869 -36874.599614653722 45960.271484375 -7857.2860250447038 -48034.811630859382 -6820.8501815236295 142997.98343750002 -59337.658593750006 28907.10923639113 7455.5586966743404
leaf_weight=4019687 50 28484 20696 84 41 37 44 38 100 20 30 26 310 65 25 25 44 23 79 22 23 37 28 367 40 818 20 26 31 2484
leaf_count=4019687 50 28484 20696 84 41 37 44 38 100 20 30 26 310 65 25 25 44 23 79 22 23 37 28 367 40 818 20 26 31 2484
internal_value=0 -227.914 -1004.77 6587.78 -29998.3 9728.66 21453.3 16796.6 20723 44910.1 3934.64 110827 -5623.14 -24720.3 13574.1 50855.9 8337.88 -14462.1 24749.4 -28862.1 -51378.2 -71194.7 122.817 -1361.72 2733.34 -5655.13 -3761.07 28744.2 -11344.9 5484.39
internal_weight=0 54117 25633 1151 91 1060 601 564 526 120 74 46 459 149 406 50 356 149 207 126 82 60 107 24482 3786 935 895 77 57 2851
internal_count=4073804 54117 25633 1151 91 1060 601 564 526 120 74 46 459 149 406 50 356 149 207 126 82 60 107 24482 3786 935 895 77 57 2851
is_linear=0
shrinkage=0.1


Tree=4964
num_leaves=31
num_cat=0
split_feature=4 2 1 1 0 7 0 0 0 0 0 1 6 6 1 6 0 0 1 6 3 3 1 6 3 6 3 6 6 4
split_gain=2.83539e+11 2.85681e+12 6.96374e+12 1.94432e+13 3.62665e+13 2.66176e+13 1.98836e+13 3.06904e+13 2.19457e+13 1.92717e+13 5.35285e+13 7.53885e+13 5.87733e+13 3.39927e+13 1.71522e+13 1.53968e+13 4.8023e+13 3.29775e+13 2.4509e+13 1.94855e+13 2.54325e+13 1.50952e+13 3.54381e+13 1.48116e+13 1.45118e+13 1.44975e+13 2.00827e+13 1.66772e+13 5.62156e+13 4.4251e+13
threshold=5.5000000000000009 36.000000000000007 37.425454150000007 37.503969450000007 55.858844800000007 6.0000000000000009 55.622114900000007 55.633951400000008 55.595177750000005 55.667390500000003 55.595177750000005 37.442254400000003 73.995000000000019 44.820000000000007 37.488790500000007 79.015000000000015 55.737027400000009 55.721784200000009 37.442254400000003 40.205000000000005 1.5000000000000002 2.5000000000000004 37.534144550000008 42.005000000000003 2.5000000000000004 75.605000000000004 2.5000000000000004 56.805000000000007 58.305000000000007 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 9 8 24 21 10 12 -12 14 -13 -4 17 -17 18 -11 -20 -21 22 -5 -22 -8 27 -27 -19 -29 -30
right_child=-2 -3 3 6 -6 -7 7 -9 -10 15 11 13 -14 -15 -16 16 -18 25 19 20 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-5562.2613435489293 -16.496443057771753 64.241983072506102 -35931.395256936965 -95765.37017341383 -83236.475000000006 -98960.131521739138 1820.4564144736844 -1632.0660512698314 -93416.508490953944 -26028.685868326822 53559.752911931828 -82603.888906250009 115321.42390252976 -264766.93776041665 10577.014836560931 -112579.79518554689 17066.092800781251 12244.281739564631 12954.029442866162 147205.9013967803 120368.76026785714 479.74552652649965 -10228.462646484375 42184.924912109382 56450.052219328703 139657.21513427733 -359.10208333333338 -90563.051060655387 104330.06754001525 -7335.0311945134954
leaf_weight=3003 2928705 1123208 145 66 44 23 76 15022 38 48 22 20 42 21 175 40 100 1636 99 33 28 295 182 180 135 20 21 72 41 264
leaf_count=3003 2928705 1123208 145 66 44 23 76 15022 38 48 22 20 42 21 175 40 100 1636 99 33 28 295 182 180 135 20 21 72 41 264
internal_value=0 42.1913 -1089.21 -378.04 6899.08 8207.97 -1792.6 -1100.1 -19949 9027.68 -10704.6 -95775.7 4100.62 -175907 -10497.1 12275.6 -19975.6 14124.6 40862.1 50305.5 65649 -14807.7 -32992.3 52709.7 36773 9073.9 67941.5 7874.91 -11086.1 7675.69
internal_weight=0 1.1451e+06 21891 18888 3074 3030 15814 15233 581 3007 425 63 362 41 320 2582 140 2442 388 340 241 543 248 208 211 2054 41 2013 377 305
internal_count=4073804 1145099 21891 18888 3074 3030 15814 15233 581 3007 425 63 362 41 320 2582 140 2442 388 340 241 543 248 208 211 2054 41 2013 377 305
is_linear=0
shrinkage=0.1


Tree=4965
num_leaves=31
num_cat=0
split_feature=2 6 6 4 0 4 4 0 3 1 1 1 0 0 5 4 6 1 6 0 0 4 4 3 4 4 0 6 6 1
split_gain=2.87812e+11 1.58829e+12 5.48344e+12 1.42682e+13 9.79766e+12 2.03667e+13 1.55044e+13 9.51549e+12 5.01447e+12 4.32942e+12 5.78266e+12 1.25629e+13 1.18861e+13 1.51085e+13 1.5264e+13 8.25712e+12 8.97924e+12 7.36134e+12 2.27879e+13 8.8443e+12 7.27178e+12 1.24459e+13 1.36785e+13 1.19609e+13 7.93442e+12 1.54392e+13 5.7949e+12 1.97605e+13 1.42036e+13 2.68643e+13
threshold=915.50000000000011 149.05000000000004 142.05000000000004 4.5000000000000009 55.633951400000008 9.5000000000000018 6.5000000000000009 55.812023600000011 21.500000000000004 38.657016300000002 37.702956500000006 37.804148700000006 55.649510000000014 55.595177750000005 4.5000000000000009 12.500000000000002 168.45000000000002 37.586700500000006 189.00000000000003 55.743464250000009 55.710673100000008 17.500000000000004 15.500000000000002 9.5000000000000018 5.5000000000000009 8.5000000000000018 55.667390500000003 156.15000000000003 189.00000000000003 37.131181300000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 17 15 13 14 -13 16 -12 26 -19 -20 -14 22 23 24 -22 -26 27 -3 29 -28
right_child=-2 8 3 4 5 7 -8 -9 -10 -11 11 12 20 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=57.89407997393478 -11.890763323793472 -93510.9410550631 53892.921582031253 16328.704839409722 -24589.474479166667 -46243.884811197917 -136621.60268229168 31572.009280303027 53509.895859375007 -35831.245786830361 104696.50786458334 -56920.049497767854 -51441.71756628788 68776.187159090914 49485.624489182694 -7575.8387137276795 30140.631495535719 -87400.176603618427 -34535.130180664062 52532.800390625001 -15826.519874366553 -72288.173606178985 69152.224430338538 -71155.968885869574 93802.852812500001 -5903.2661108993907 -34818.6315369898 2373.1499633789062 -12230.54126066985 51797.694392108206
leaf_weight=678088 3394471 26 24 36 21 30 30 33 20 28 30 28 33 55 26 21 35 38 20 28 74 22 30 23 25 41 49 124 162 133
leaf_count=678088 3394471 26 24 36 21 30 30 33 20 28 30 28 33 55 26 21 35 38 20 28 74 22 30 23 25 41 49 124 162 133
internal_value=0 59.4154 53.3394 -17696.6 -29150.9 -43512.9 -90490.7 -5483.18 3907.35 2963.44 4025.26 12628 4362.73 31885.8 -5687.69 46938.7 64551 -2545.47 -29546.4 16254.5 -7734.12 -1025.51 7097.69 -4323.39 6656.25 31864.2 2155.1 -14246.8 9307.07 28477.9
internal_weight=0 679333 678262 174 150 114 51 63 1071 1051 1023 443 357 109 54 86 65 580 86 48 248 215 193 163 140 66 494 150 344 182
internal_count=4073804 679333 678262 174 150 114 51 63 1071 1051 1023 443 357 109 54 86 65 580 86 48 248 215 193 163 140 66 494 150 344 182
is_linear=0
shrinkage=0.1


Tree=4966
num_leaves=31
num_cat=0
split_feature=4 1 2 6 0 4 3 1 6 0 3 4 0 4 0 6 6 0 4 1 7 6 0 3 3 5 6 4 6 4
split_gain=2.84237e+11 1.63748e+12 1.80928e+13 2.05047e+13 1.02493e+13 2.74662e+13 9.56141e+12 7.00964e+12 2.47749e+13 3.44599e+13 1.23096e+13 1.34547e+13 9.65726e+12 3.8421e+13 1.03302e+13 2.20026e+13 1.24985e+13 1.86167e+13 2.1292e+13 1.39915e+13 1.9567e+13 1.79431e+13 3.27303e+13 1.90728e+13 1.16669e+13 9.94629e+12 1.20217e+13 2.67065e+13 1.13852e+13 9.7764e+12
threshold=28.500000000000004 37.374856000000008 75.000000000000014 51.015000000000008 55.728148450000006 31.500000000000004 16.500000000000004 37.488790500000007 87.015000000000015 55.696737300000009 2.5000000000000004 34.500000000000007 55.660117850000006 34.500000000000007 55.685785750000008 57.995000000000012 56.205000000000005 55.696737300000009 35.500000000000007 37.401708450000008 6.0000000000000009 81.705000000000013 55.858844800000007 16.500000000000004 9.5000000000000018 2.5000000000000004 68.00500000000001 29.500000000000004 72.50500000000001 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 6 5 -4 -2 8 10 -10 11 -3 13 -12 15 -14 29 -18 19 20 -19 22 25 -24 -23 26 27 -21 -27 -16
right_child=1 7 4 -5 -6 -7 -8 -9 9 -11 12 -13 14 -15 16 -17 17 18 -20 21 -22 24 23 -25 -26 28 -28 -29 -30 -31
leaf_value=2.3779276668802436 34057.22645733173 49194.949161645927 -21767.173882662868 -108341.65045955882 -2085.1523526561386 119110.61109374999 -57911.072662353516 -619.77441034267281 -7859.7483136432929 -131627.76058467742 120043.13845982142 -25805.798802083333 1535.2699464942227 -7116.039483477618 -10249.029548031816 -80552.682075737859 1490.3278684007494 -70610.916763200439 -47474.697209821432 -41944.649620225697 41979.660499526515 -73710.800253906258 198975.27380952382 64199.289081101189 22543.612092141546 124147.76921679688 85853.595364583336 40757.959585549652 40622.571796043885 5277.589424762501
leaf_weight=4041054 26 118 31 34 2781 25 20 26458 82 31 35 30 119 74 642 45 608 29 35 54 33 20 21 21 34 25 30 141 47 1101
leaf_count=4041054 26 118 31 34 2781 25 20 26458 82 31 35 30 119 74 642 45 608 29 35 54 33 20 21 21 34 25 30 141 47 1101
internal_value=0 -293.414 -2554.74 -49454.4 -1232.23 41124.7 -5928.99 -72.3075 4219.51 -41813.8 5814.16 33992.1 4474.94 33714.9 3414.33 -20988.9 4823.03 13179.8 27684.4 33465.9 -10683.7 40430.9 48959 131587 -13106.2 37274.2 26922.1 17855.7 69624.4 -441.337
internal_weight=0 32750 2917 80 2837 56 46 29833 3375 113 3262 148 3114 109 3005 164 2841 1098 490 455 62 393 339 42 54 297 225 195 72 1743
internal_count=4073804 32750 2917 80 2837 56 46 29833 3375 113 3262 148 3114 109 3005 164 2841 1098 490 455 62 393 339 42 54 297 225 195 72 1743
is_linear=0
shrinkage=0.1


Tree=4967
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 0 5 4 0 6 4 3 0 4 0 6 6 6 0 4 6 0 3 3 7 6 5 1 0 6
split_gain=2.81812e+11 2.85797e+12 9.98493e+12 9.85179e+12 1.98287e+13 1.48929e+13 1.72131e+13 1.43751e+13 2.12913e+13 1.81517e+13 1.71775e+13 1.43961e+13 1.43191e+13 1.41109e+13 1.33969e+13 3.15172e+13 2.12436e+13 3.32697e+13 3.80078e+13 2.30059e+13 1.65586e+13 3.09513e+13 3.96066e+13 2.16529e+13 1.26496e+13 1.25993e+13 3.30644e+13 3.023e+13 2.00799e+13 1.99234e+13
threshold=60.571186450000006 60.620042600000012 57.15297970000001 59.815000000000005 2.5000000000000004 56.791379400000004 2.5000000000000004 6.5000000000000009 56.818587550000011 74.615000000000009 20.500000000000004 16.500000000000004 56.986919400000012 5.5000000000000009 56.83050475000001 69.605000000000004 84.810000000000016 79.710000000000022 56.850115550000005 10.500000000000002 74.015000000000015 56.818587550000011 6.5000000000000009 4.5000000000000009 6.0000000000000009 51.015000000000008 1.5000000000000002 60.590708550000009 56.858606850000008 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 3 4 25 -5 7 8 -7 -10 11 14 -8 -6 20 -16 17 19 -19 -17 21 -9 23 -23 -13 -2 -27 28 29 -28
right_child=1 -3 -4 5 13 6 12 10 9 -11 -12 24 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-17.793630490361689 -228.47208492143309 9.6897351345077851 -14829.417419900778 -6496.7479080169978 -3857.2584881164712 64879.340936279303 1343.1233647414897 19935.056829476955 -9078.0395964736235 -76435.785004783174 2777.6347635304487 29787.270493164066 57879.708326551648 -21097.298888576344 -3148.7669615495897 62414.059057401137 1429.9234722715437 134708.90284404453 -544.72092993951617 9299.9667695445823 6492.051734365331 88689.814538871957 29920.939171253554 208286.00543619794 124191.89232954546 26166.160013895551 17668.966293111662 -3907.4480629172258 1629.2426945058996 64606.548445694934
leaf_weight=2794702 24510 1232124 405 1515 1522 32 9969 359 218 49 1728 40 45 690 913 113 264 63 31 293 303 41 88 24 22 668 246 2345 339 143
leaf_count=2794702 24510 1232124 405 1515 1522 32 9969 359 218 49 1728 40 45 690 913 113 264 63 31 293 303 41 88 24 22 668 246 2345 339 143
internal_value=0 38.8772 804.397 940.349 -117.326 2940.34 3919.94 8997.45 -12201.4 -21439.6 10477.7 15687.5 1597.18 -9235.03 14503.2 9391.85 24378.2 36494.9 90104 24083 25020.8 35986.1 73648.3 132848 63285.7 596.573 6002.04 1618.83 19419.8 34923.7
internal_weight=0 1.2791e+06 46978 46573 30463 16110 14595 4581 299 267 4282 2554 10014 2212 2492 1677 764 500 94 406 815 512 153 65 62 28251 3741 3073 728 389
internal_count=4073804 1279102 46978 46573 30463 16110 14595 4581 299 267 4282 2554 10014 2212 2492 1677 764 500 94 406 815 512 153 65 62 28251 3741 3073 728 389
is_linear=0
shrinkage=0.1


Tree=4968
num_leaves=31
num_cat=0
split_feature=4 1 2 6 1 4 0 0 3 5 6 3 4 6 3 6 6 6 1 6 3 0 7 0 0 1 4 6 0 6
split_gain=2.73396e+11 2.61748e+12 1.67752e+13 2.40986e+13 1.54751e+13 1.10516e+14 3.5419e+13 2.73736e+13 2.71253e+13 2.14491e+13 2.1074e+13 3.11208e+13 1.85237e+13 1.9972e+13 1.80979e+13 1.74034e+13 3.0787e+13 3.59334e+13 3.83563e+13 2.8518e+13 2.66801e+13 2.42372e+13 2.27279e+13 2.20983e+13 2.38163e+13 2.02566e+13 1.93269e+13 1.99881e+13 1.70771e+13 1.65471e+13
threshold=19.500000000000004 43.932356550000009 2970.5000000000005 44.820000000000007 43.997056950000008 24.500000000000004 56.324067350000007 56.128722100000005 18.500000000000004 1.5000000000000002 77.565000000000012 5.5000000000000009 21.500000000000004 120.05000000000001 20.500000000000004 87.395000000000024 74.615000000000009 70.50500000000001 49.230435000000007 63.415000000000006 14.500000000000002 55.759969450000007 6.0000000000000009 55.775215600000003 55.79439725000001 55.957851400000003 20.500000000000004 105.00500000000001 55.81943720000001 61.025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -5 -8 11 -7 13 15 -10 16 17 19 -19 23 -21 25 -23 -6 -25 -18 -17 -28 -15 -13
right_child=1 2 -4 4 7 10 9 -9 14 -11 -12 29 -14 28 -16 26 21 18 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=9.4055939051625668 -215.30625422327796 -1368.8598830780663 -264.93566412336344 -37426.515990417705 9130.0128710836343 -11777.289835438831 -21964.814397321432 -5403.162481934618 76068.924648437503 103389.28525641026 125471.59627016129 103746.23331117022 4185.1109118988534 -5164.6640281593409 -32391.240164062499 23563.537496412438 53872.111465097405 121379.28741455078 -11347.169401041669 -27517.045660354503 33749.031789626286 -85131.364760742188 -15193.608095957934 61500.684807477686 18974.703103865439 -31810.821647892444 43543.80732060186 151695.32121875 -93285.447332974145 13609.696153846155
leaf_weight=3599339 344905 9833 103074 277 724 47 21 2474 40 39 62 94 10834 91 25 393 77 64 33 266 97 60 206 217 335 43 54 25 29 26
leaf_count=3599339 344905 9833 103074 277 724 47 21 2474 40 39 62 94 10834 91 25 393 77 64 33 266 97 60 206 217 335 43 54 25 29 26
internal_value=0 -71.3518 311.873 2556.61 4874.45 20235.3 -11351.4 4269.49 -23784.1 59515.4 75684.3 57200.4 6035.81 13423.6 34353.5 15268.7 11405.6 17085.4 76224.9 13585.4 -11145.7 -14138.5 -30969 20620.9 35692.3 23169.1 32636.1 77769 -26460.5 84216.7
internal_weight=0 474465 129560 26486 16653 631 402 16022 342 60 229 167 13548 2714 65 2594 2122 1736 97 1639 363 386 266 1276 552 120 472 79 120 120
internal_count=4073804 474465 129560 26486 16653 631 402 16022 342 60 229 167 13548 2714 65 2594 2122 1736 97 1639 363 386 266 1276 552 120 472 79 120 120
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=31
num_cat=0
split_feature=2 6 1 0 0 0 1 0 4 0 1 0 0 1 1 1 0 3 0 4 7 0 6 6 1 4 4 2 0 5
split_gain=2.90353e+11 1.54574e+12 6.35182e+12 3.53188e+12 3.269e+12 8.83796e+12 8.05719e+12 3.02299e+12 6.76453e+12 3.27873e+12 5.65935e+12 4.5523e+12 4.41029e+12 3.19231e+12 4.0935e+12 4.18634e+12 2.79771e+12 2.66459e+12 2.84395e+12 2.45274e+12 2.95833e+12 2.40639e+12 2.34199e+12 2.28242e+12 8.82786e+12 1.31437e+13 7.48672e+12 1.18794e+13 6.80105e+12 4.91426e+12
threshold=915.50000000000011 21.020000000000003 38.247071200000008 56.802121050000004 56.262014700000009 56.309668500000008 37.631035900000008 55.462387050000011 13.500000000000002 55.633951400000008 37.425454150000007 55.520061350000013 55.660117850000006 37.858952300000006 37.563506350000004 37.768783500000005 55.520061350000013 5.5000000000000009 55.418618900000006 7.5000000000000009 6.0000000000000009 54.947759400000002 15.450000000000001 27.215000000000003 38.166910000000009 15.500000000000002 3.5000000000000004 75.000000000000014 55.520061350000013 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 8 -1 10 11 -9 13 14 22 -16 -12 21 -19 -13 -21 -4 -11 24 26 -26 27 -3 -28 -30
right_child=-2 3 17 -5 5 6 -8 9 -10 12 16 19 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-6445.7872705994632 -11.943140821135554 -85843.806285511368 31906.27060947963 -34237.034895833334 -58654.365012078539 -21850.054952199836 44464.99658564815 -10277.808020019533 -53953.04247185203 -47148.985267857148 24477.914336768619 9566.0177408854179 -2079.7811291085804 -25999.838538773151 48295.806759510873 -3591.6203526814784 -316.29945095208467 3587.4292666015626 47491.507550048831 72999.056114130435 28566.95357240189 4357.3000574128919 -10782.9076171875 55.490617159860214 9740.5813308977413 83532.581031250011 -11785.930049432734 -9303.7401988644397 2384.7931534660124 -26855.570334388467
leaf_weight=253 3394471 22 35 30 38 57 27 32 34 21 47 30 3197 135 23 48 1435 25 36 23 43 337 113 665507 700 25 372 259 6371 58
leaf_count=253 3394471 22 35 30 38 57 27 32 34 21 47 30 3197 135 23 48 1435 25 36 23 43 337 113 665507 700 25 372 259 6371 58
internal_value=0 59.6771 -1539.76 73.9032 -2448.91 -18637.4 -534.503 -2085.46 -12073.8 -1528.5 2212.43 22386.3 -3231.33 -14059.3 -6196.06 13217 470.022 10125.9 29498 33274.4 44050.9 6949.27 -16482.1 75.432 1775.33 12285.1 699.42 -15296.2 1360.32 2121
internal_weight=0 679333 5989 673344 5556 122 84 5434 287 5147 1610 128 3537 340 205 71 1482 433 61 96 66 372 134 673314 7807 725 7082 281 6801 6429
internal_count=4073804 679333 5989 673344 5556 122 84 5434 287 5147 1610 128 3537 340 205 71 1482 433 61 96 66 372 134 673314 7807 725 7082 281 6801 6429
is_linear=0
shrinkage=0.1


Tree=4970
num_leaves=31
num_cat=0
split_feature=1 1 0 6 4 6 4 0 6 4 0 0 6 0 0 0 0 0 6 4 6 5 5 6 3 6 0 4 6 1
split_gain=2.77316e+11 6.16651e+12 1.53657e+13 1.79416e+13 1.38273e+13 1.4053e+13 1.14664e+13 1.08806e+13 8.85234e+12 8.76288e+12 1.099e+13 1.32757e+13 8.57086e+12 8.83753e+12 8.25372e+12 9.14312e+12 8.2294e+12 1.03177e+13 6.97883e+12 6.60895e+12 6.61273e+12 6.2857e+12 6.09031e+12 5.75999e+12 5.70927e+12 5.68322e+12 8.50053e+12 5.58766e+12 5.54723e+12 5.14776e+12
threshold=61.273924650000005 60.770858000000011 56.760749800000006 53.995000000000012 3.5000000000000004 86.920000000000016 9.5000000000000018 56.986919400000012 88.00500000000001 17.500000000000004 55.214863500000007 56.638205000000006 36.905000000000008 56.685611200000004 55.061158000000006 54.604289300000012 56.888401950000009 56.986919400000012 65.00500000000001 1.5000000000000002 78.010000000000005 3.5000000000000004 2.5000000000000004 70.50500000000001 5.5000000000000009 53.005000000000003 55.183288250000011 4.5000000000000009 97.020000000000024 61.381045500000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 9 7 -4 16 10 14 -12 -13 -14 15 -6 19 18 -18 -5 -21 22 24 -11 -20 -3 -27 -10 -7 -2
right_child=29 2 3 8 5 28 -8 -9 27 23 11 12 13 -15 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.7314430368056941 1059.7860654290541 -1130.3710130209581 5248.2077726496018 -53878.977744140633 3964.4166008226803 -60059.467133718303 -6284.1943240889204 -11824.746417529634 -64675.463043478259 -23347.611829368954 -17401.176036505825 4824.5783828947606 19894.107430664066 -10835.100702718448 734.58769710673391 -30260.685259498478 14010.887162022562 -12395.456090524656 39430.803592051634 7343.3426902982583 -30133.178915824144 -2758.0381374782987 43975.809967403096 -81901.542812500003 -31028.994972826087 -8175.7256638719864 18030.658709702766 -5652.6698435657436 -9134.2540070564519 -2.0874592687855009
leaf_weight=2887841 47589 1306 2560 20 132 69 2635 437 23 105 1364 647 100 1460 2445 191 644 109 23 613 51 45 236 20 23 173 435 53 31 1122424
leaf_count=2887841 47589 1306 2560 20 132 69 2635 437 23 105 1364 647 100 1460 2445 191 644 109 23 613 51 45 236 20 23 173 435 53 31 1122424
internal_value=0 -16.5615 -1977.41 1328.75 -4891.26 -7072.02 -1472.1 2758.76 9901.79 -6496.52 -5979.49 -9645.35 -4851.99 -8865.28 -1250.15 -16274 11341.5 16777.2 20051.9 2758.91 4464.87 31949.3 37487.7 -32716.2 4200.9 2587.6 10573.9 -23514.8 -44272.7 41.1031
internal_weight=0 2.90379e+06 15950 7472 8478 6564 5632 2997 1840 6464 6339 3571 2207 1560 2768 323 1764 1080 971 684 664 327 282 125 46 1914 608 76 100 1.17001e+06
internal_count=4073804 2903791 15950 7472 8478 6564 5632 2997 1840 6464 6339 3571 2207 1560 2768 323 1764 1080 971 684 664 327 282 125 46 1914 608 76 100 1170013
is_linear=0
shrinkage=0.1


Tree=4971
num_leaves=31
num_cat=0
split_feature=6 6 1 1 0 7 4 1 3 1 1 0 0 0 0 3 4 3 1 4 1 1 0 0 0 0 0 0 0 2
split_gain=2.85098e+11 2.47804e+12 3.29826e+12 6.60476e+12 3.52452e+12 4.14998e+12 5.98393e+12 3.76594e+12 2.8104e+12 5.30356e+12 1.87972e+13 6.50414e+12 3.39515e+13 7.10082e+12 5.96672e+12 5.68331e+12 5.09371e+12 6.9004e+12 4.09459e+12 7.68403e+12 4.00195e+12 4.51735e+12 5.4126e+12 3.58899e+12 3.91927e+12 7.8676e+12 2.9638e+12 1.33303e+13 3.52254e+13 2.53109e+13
threshold=42.005000000000003 42.205000000000005 30.330566300000005 30.205407000000005 59.864072000000007 6.0000000000000009 15.500000000000002 30.084656550000002 4.5000000000000009 37.618684050000006 37.649344350000007 55.759969450000007 55.801384500000005 55.676890650000011 55.883833400000007 3.5000000000000004 28.500000000000004 23.500000000000004 37.729575300000008 14.500000000000002 37.858952300000006 38.657016300000002 56.041614100000011 43.472751400000007 54.86311005000001 54.932051950000009 55.676890650000011 55.82518790000001 55.806294650000005 75.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 13 -13 -4 15 -14 26 -18 19 -12 -20 22 -22 -23 -25 -26 -10 28 -28 -30
right_child=1 -3 8 -5 7 6 -8 -9 16 10 18 12 14 -15 -16 -17 17 -19 20 -21 21 23 -24 24 25 -27 27 -29 29 -31
leaf_value=36.614715808731972 -14233.369066859654 -13.00098996702787 1211.7380134351326 -14680.379038272782 47714.276160714289 -10172.942451171875 46024.7806749132 -3716.4736490885416 -4809.2438375774918 -72562.519493272572 2387.3294433593751 143447.6290209961 58164.320049641923 -58244.463955965912 4837.2857892325756 130.80804398148149 42451.053700657896 -13006.76163429054 19829.864699143633 -74548.147247023808 -6487.4546349837938 -36694.761437500005 -45863.462888243143 6929.7579568543588 -21311.123508928573 847.56211391969248 4499.9671695641246 -4223.5954146812701 148262.61795614919 20475.193170362905
leaf_weight=1397217 105 2665829 231 490 35 40 36 24 3298 36 34 20 45 22 356 27 57 37 104 21 235 25 41 884 175 1899 505 1914 31 31
leaf_count=1397217 105 2665829 231 490 35 40 36 24 3298 36 34 20 45 22 356 27 57 37 104 21 235 25 41 884 175 1899 505 1914 31 31
internal_value=0 -19.1134 -1533.77 -8023.44 5567.81 -1350.99 16447 26793.3 -1061.35 928.967 -680.553 8859.47 16098.1 -3958.37 10147.2 36401.8 -2469.44 20621.9 76.5421 -26988 519.168 -97.0675 -12336.8 1035.4 1354.29 -1022.14 -2845.04 -234.021 13233.4 84368.9
internal_weight=0 2.67659e+06 10758 730 240 181 76 59 10028 4155 3454 701 448 253 428 72 5873 94 3418 55 3363 3259 276 2983 2958 2074 5779 2481 567 62
internal_count=4073804 2676587 10758 730 240 181 76 59 10028 4155 3454 701 448 253 428 72 5873 94 3418 55 3363 3259 276 2983 2958 2074 5779 2481 567 62
is_linear=0
shrinkage=0.1


Tree=4972
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 6 0 1 1 1 1 0 4 1 0 1 6 6 1 1 3 1 6 1 6 1 6 1 6 6
split_gain=2.79705e+11 2.66228e+12 1.99942e+13 1.55677e+13 2.93708e+13 4.02426e+13 2.01965e+13 6.76227e+13 5.47668e+13 7.40246e+13 7.2874e+13 1.16987e+14 4.55047e+13 3.80474e+13 8.67539e+13 3.1857e+13 2.42375e+13 2.64211e+13 2.41341e+13 2.38762e+13 2.23854e+13 2.10339e+13 1.99509e+13 4.84338e+13 4.15601e+13 2.42748e+13 2.53383e+13 1.92906e+13 1.92834e+13 3.5723e+13
threshold=56.067362750000008 55.81943720000001 3930.5000000000005 11.500000000000002 7.5000000000000009 60.605000000000011 55.858844800000007 49.176406850000006 37.534144550000008 37.290808600000013 37.401708450000008 55.897267000000006 10.500000000000002 49.147669400000005 55.82518790000001 37.234509300000006 86.030000000000015 63.855000000000011 49.195555600000006 36.593086150000012 7.5000000000000009 37.978059650000013 84.810000000000016 37.702956500000006 95.045000000000016 37.804148700000006 87.395000000000024 37.331232350000008 112.00500000000001 82.905000000000015
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 -1 3 4 5 -3 7 13 9 15 11 20 28 16 -15 19 17 -6 -9 -8 -11 22 -10 24 -24 -25 -27 -13 29 -12
right_child=-2 2 -4 -5 6 -7 8 18 21 10 12 27 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=14.54991911189803 42.684308571946133 1440.338252400134 -10171.199912165663 483.25467345630398 -7010.0342338024202 -5173.3756958062104 -48899.467182904416 -87889.188197115393 -5499.3055605430382 107723.96278098368 8558.8923743263895 30293.780579647777 106548.53419164541 62483.257662606869 -286.52979636712377 -21980.936603460596 -21596.543154544936 2951.6721238749042 -20743.296334134619 5818.5120057571767 38815.172526041672 -1248.8904203456993 -173755.47841282896 -34988.502624814377 -3442.6883491847825 -59281.751439144748 32520.165714687773 -42080.405811543373 -49792.187659143521 67022.605990544063
leaf_weight=2679326 1115010 58703 2041 144110 13576 10910 85 130 10976 220 3238 59 49 265 1302 874 935 3312 91 1290 60 26497 38 242 23 38 144 98 54 108
leaf_count=2679326 1115010 58703 2041 144110 13576 10910 85 130 10976 220 3238 59 49 265 1302 874 935 3312 91 1290 60 26497 38 242 23 38 144 98 54 108
internal_value=0 -16.0854 -309.794 -237.244 -1016.07 403.813 -2567.66 -5237.53 -1380.2 7386.14 15742.6 54214.3 10868.1 -4610.63 10328.7 -7052.87 -5924.09 -5056.39 -60240.9 2435.95 92957.8 -2797.07 -6376.34 -26224.6 -109539 -14238.3 13352.7 -14882.5 9489.22 10445.9
internal_weight=0 2.95879e+06 279468 277427 133317 69613 63704 19611 44093 6135 3886 437 3449 19390 1567 2249 17823 16888 221 1375 280 37958 11461 485 61 424 182 157 3400 3346
internal_count=4073804 2958794 279468 277427 133317 69613 63704 19611 44093 6135 3886 437 3449 19390 1567 2249 17823 16888 221 1375 280 37958 11461 485 61 424 182 157 3400 3346
is_linear=0
shrinkage=0.1


Tree=4973
num_leaves=31
num_cat=0
split_feature=1 6 4 2 1 4 0 4 7 1 1 4 0 6 1 1 0 2 6 7 0 0 4 6 6 6 5 0 6 6
split_gain=2.78192e+11 2.03177e+12 3.43625e+12 5.00522e+12 6.36155e+12 4.58192e+12 5.1202e+12 4.08424e+12 3.94585e+12 3.90033e+12 2.68606e+12 5.01368e+12 4.82407e+12 4.3005e+12 4.30457e+12 4.72806e+12 3.53607e+12 3.43883e+12 4.25004e+12 4.78473e+12 1.07528e+13 1.62687e+13 1.10038e+13 1.09425e+13 5.64688e+12 1.05481e+13 6.58105e+12 6.18612e+12 5.57251e+12 4.92328e+12
threshold=91.292296250000007 46.010000000000012 4.5000000000000009 7912.5000000000009 107.59716050000002 3.5000000000000004 53.888505650000006 3.5000000000000004 6.0000000000000009 113.48479755000001 92.948588300000011 2.5000000000000004 58.08467765000001 58.755000000000003 92.865667950000017 92.791023150000015 52.960348700000004 4046.5000000000005 49.010000000000012 6.0000000000000009 56.148747500000006 56.105603650000006 11.500000000000002 82.905000000000015 94.02500000000002 96.050000000000011 1.5000000000000002 56.006509350000009 88.825000000000003 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 3 5 7 -2 8 -5 -7 -6 11 13 16 -3 15 -15 -13 18 -12 20 21 24 -22 29 26 -26 -20 -27 -21 -23
right_child=1 10 -4 4 9 6 -8 -9 -10 -11 17 12 -14 14 -16 -17 -18 -19 19 28 22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-4.9722643278243206 987.20727044690329 1283.9550792141033 -569.59740795261155 -7392.9456721714569 5559.6910301624112 10254.343701959559 -452.46402570998981 -31173.393971604572 46938.839876302081 -2026.5086670972885 5027.6994473254344 -28880.1850786258 27125.352696397571 -16338.598124379962 -48446.068254937069 24467.515527343752 1247.7420746325931 327.67752698705442 -60506.531919642854 1274.0665387319889 -12663.307730996814 -845.05654188711435 -72523.726867675781 83633.26369140626 -68627.851640624998 -44532.851464843756 -4338.1661290972343 22098.983634868422 42875.691095525573 15477.799750945704
leaf_weight=3931467 2182 269 54443 350 1028 1295 542 91 30 1989 747 39 72 252 36 32 35094 37667 21 1325 761 316 32 20 40 22 3126 38 33 445
leaf_count=3931467 2182 269 54443 350 1028 1295 542 91 30 1989 747 39 72 252 36 32 35094 37667 21 1325 761 316 32 20 40 22 3126 38 33 445
internal_value=0 137.338 -293.041 1712.63 -1081.46 4098.89 7735.57 -12300 11084.9 558.381 469.008 1114.21 1267.29 -8035.72 -15870.1 -11740.7 1214.3 -48.881 -2096.79 -2958.1 -4434.99 -2339.52 -15078.9 10618.8 -5456.37 -28850.8 -4712.98 -2332.69 2285 8699.85
internal_weight=0 142337 61950 7507 3458 4049 1867 441 1325 3017 80387 35794 35205 589 320 284 35133 44593 6926 6179 4821 4028 793 781 3247 100 3147 60 1358 761
internal_count=4073804 142337 61950 7507 3458 4049 1867 441 1325 3017 80387 35794 35205 589 320 284 35133 44593 6926 6179 4821 4028 793 781 3247 100 3147 60 1358 761
is_linear=0
shrinkage=0.1


Tree=4974
num_leaves=31
num_cat=0
split_feature=4 0 6 3 6 4 3 4 1 6 6 6 3 5 6 1 1 3 4 6 1 7 1 6 0 0 0 1 5 7
split_gain=2.75538e+11 2.72071e+12 5.6335e+12 5.7832e+12 6.14745e+12 6.12822e+12 7.64554e+12 7.46274e+12 9.94098e+12 7.18275e+12 6.76715e+12 8.54795e+12 6.00213e+12 1.2553e+13 5.82941e+12 7.23661e+12 5.38064e+12 5.30444e+12 5.08368e+12 4.93864e+12 7.57201e+12 7.31961e+12 4.90698e+12 4.62342e+12 4.37424e+12 1.01504e+13 3.32684e+13 3.23051e+13 2.77259e+13 2.56655e+13
threshold=19.500000000000004 60.042359000000012 134.05000000000004 2.5000000000000004 57.410000000000004 20.500000000000004 3.5000000000000004 21.500000000000004 30.452677500000004 116.05000000000001 67.91500000000002 39.995000000000012 16.500000000000004 2.5000000000000004 75.010000000000005 30.315889700000003 30.624707450000006 18.500000000000004 25.500000000000004 62.375000000000007 30.438492500000006 6.0000000000000009 30.425503950000003 56.505000000000003 59.864072000000007 59.838047850000002 59.848366150000011 30.509101000000005 3.5000000000000004 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 22 8 9 -7 11 17 13 -12 -6 -16 19 -8 -17 20 21 -13 -5 -10 25 -2 28 29 -27 -28
right_child=1 2 -4 5 14 7 10 -9 23 -11 12 16 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=9.4423722186503376 -88.711276275291766 2503.165558664994 -40154.090648674246 -74105.763787615739 32812.671054803759 19053.917134655516 -518.05971882387291 777.59858263650608 -4827.1559967041021 -24358.731974085367 77251.547977941183 6704.9734153988484 -29516.475353422622 -1192.3847503063726 -33189.57574869792 33507.894249131947 -1262.306230381557 46767.300465745197 -4367.5287977430553 -69859.586468750014 -47611.895632664164 -43021.480820766716 -14357.196700613838 -58254.274316406256 -905.52254396633543 13219.58589543388 8790.5807868542706 -16011.712898166668 121339.80891927083 -1928.1793578714635
leaf_weight=3599339 382556 562 33 27 168 541 271 15836 46 41 34 95 21 51 36 81 112 26 63 25 79 43 28 25 61291 2016 3752 1061 24 5521
leaf_count=3599339 382556 562 33 27 168 541 271 15836 46 41 34 95 21 51 36 81 112 26 63 25 79 43 28 25 61291 2016 3752 1061 24 5521
internal_value=0 -71.6308 1125.85 1200.65 8970.84 791.951 -7689.12 1209.6 11686.1 15995.6 -5073.59 -8888.79 18357.5 30185.2 19415.8 6912 -19384.6 3621.4 16937.4 -27771.8 -22923 -8789.5 -43688.3 -23639.5 -119.517 2.46667 2821.33 517.549 14491.6 2408.8
internal_weight=0 474465 18244 18211 910 17301 812 16489 653 582 757 651 106 85 348 180 354 297 144 242 217 138 55 71 456221 394930 12374 10334 2040 9273
internal_count=4073804 474465 18244 18211 910 17301 812 16489 653 582 757 651 106 85 348 180 354 297 144 242 217 138 55 71 456221 394930 12374 10334 2040 9273
is_linear=0
shrinkage=0.1


Tree=4975
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 6 1 4 6 6 3 0 3 6 1 1 6 4 1 0 4 6 6 5 6 3 3 3
split_gain=2.66156e+11 1.08526e+13 2.20747e+13 7.61229e+13 1.38152e+14 6.01208e+13 8.12677e+13 4.73268e+13 6.40212e+13 4.57498e+13 3.29292e+13 5.4374e+13 4.79899e+13 3.29277e+13 3.58186e+13 3.08208e+13 2.84705e+13 2.81802e+13 3.05199e+13 2.58923e+13 3.1402e+13 1.15616e+14 6.00661e+13 4.09894e+13 4.47477e+13 3.68341e+13 2.80097e+13 2.57882e+13 3.43338e+13 2.55706e+13
threshold=55.660117850000006 55.633951400000008 37.503969450000007 37.46219940000001 37.442254400000003 37.729575300000008 37.755233900000007 93.050000000000011 37.488790500000007 22.500000000000004 60.910000000000004 70.50500000000001 1.5000000000000002 55.649510000000014 15.500000000000002 81.02500000000002 49.111590500000005 38.011626600000007 75.010000000000005 10.500000000000002 37.401708450000008 55.649510000000014 15.500000000000002 65.410000000000011 69.605000000000004 1.5000000000000002 95.045000000000016 15.500000000000002 12.500000000000002 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 -1 3 4 19 15 -7 8 10 13 27 -12 -13 14 -10 29 17 -8 -19 -3 -21 -22 23 25 -25 -23 -24 28 -5 -4
right_child=-2 2 5 7 -6 6 16 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=2.8434522351654059 29.481868812723505 -11441.963796081145 -6590.7214107258424 32495.109474927329 -161949.78213443398 25942.734135283736 -3813.4635767669156 -99298.045539202009 29968.993636353258 141036.78220796131 187454.80419445504 -63085.302085141782 81810.628754194637 -52094.282170530234 -102951.91895380436 21765.605060539394 5590.8405296756282 -19309.746004360761 -106128.08100472385 4054.1898445496731 -60271.328951867508 35166.305132321664 -24401.280303622159 210082.82432528411 54527.652485183185 -48345.662994970036 65083.699506578945 -57796.375195312503 150210.3689814815 -19487.548111377804
leaf_weight=2294926 1748131 1718 2947 301 53 1105 6972 28 171 21 41 27 149 122 23 261 3083 694 43 8474 365 191 440 22 116 73 38 28 27 3214
leaf_count=2294926 1748131 1718 2947 301 53 1105 6972 28 171 21 41 27 149 122 23 261 3083 694 43 8474 365 191 440 22 116 73 38 28 27 3214
internal_value=0 -22.1605 -1888.43 1364.66 -871.478 -4095.4 113.587 28756.1 32696.3 -1889.99 53037.6 83742.5 59582.3 -11388.3 14210.3 -11892.7 -2531.08 -5779.21 -24375.1 -125.028 1875.43 -12954.1 6671.79 35160.6 79326.3 12074 -17287.4 34321.4 42185.1 -13318.6
internal_weight=0 2.32567e+06 30747 12428 11490 18319 11897 938 910 337 573 217 176 316 194 6422 10792 7709 737 11437 9719 1245 880 402 138 264 478 356 328 6161
internal_count=4073804 2325673 30747 12428 11490 18319 11897 938 910 337 573 217 176 316 194 6422 10792 7709 737 11437 9719 1245 880 402 138 264 478 356 328 6161
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 4 1 6 7 6 4 1 1 1 0 6 3 0 6 6 1 4 4 0 6 0 3 6 6 4
split_gain=3.49415e+11 1.80683e+12 1.3699e+13 2.68861e+13 3.52706e+13 5.74035e+13 4.6903e+13 3.62594e+13 3.22715e+13 3.89407e+13 2.887e+13 3.10926e+13 5.79484e+13 3.84435e+13 4.10223e+13 4.36926e+13 4.02215e+13 3.13811e+13 2.33467e+13 5.54846e+13 2.30499e+13 2.27833e+13 4.41882e+13 4.51058e+13 5.39846e+13 3.34464e+13 2.70287e+13 3.2423e+13 3.64142e+13 3.16948e+13
threshold=915.50000000000011 37.503969450000007 55.840017500000009 55.876067900000002 20.500000000000004 12.500000000000002 37.46219940000001 79.015000000000015 6.0000000000000009 56.205000000000005 17.500000000000004 37.401708450000008 37.374856000000008 37.488790500000007 55.858844800000007 40.205000000000005 9.5000000000000018 55.866549750000011 95.045000000000016 105.00500000000001 37.442254400000003 23.500000000000004 30.500000000000004 55.858844800000007 74.615000000000009 55.866549750000011 4.5000000000000009 43.205000000000005 114.05000000000001 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 4 5 18 20 8 10 -10 11 12 17 14 15 -13 -17 -7 -4 -20 -6 -8 23 26 25 -25 -23 29 -29 -28
right_child=-2 -3 3 -5 6 7 21 -9 9 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-685.39266133188721 -13.101642360753758 174.61949498985692 2678.6614478913825 -157.108044592716 -5017.4083964520041 18272.919277431334 36599.447493239182 -9689.6499763609881 21649.919061343819 68756.126253955255 -14762.03052324254 -68510.115609056127 -18016.417013237126 7443.9185515917698 69403.442694893602 -8167.1538789636952 91610.138910308451 79977.169860428374 -117179.26517575822 26847.512290219911 -80318.263795731706 25096.259019886365 34045.500304610643 69288.588366996948 166348.94850000003 -50508.830443431711 94124.815444711538 -93914.139978448278 32569.279244429981 -62018.207436899043
leaf_weight=150695 3394471 469165 5402 43942 4774 1115 390 441 473 279 278 49 488 347 373 85 77 89 53 54 41 55 324 41 25 54 26 145 27 26
leaf_count=150695 3394471 469165 5402 43942 4774 1115 390 441 473 279 278 49 488 347 373 85 77 89 53 54 41 55 324 41 25 54 26 145 27 26
internal_value=0 65.4659 -178.201 1106.94 4683.32 8427.51 -1382.03 17396.2 20666.1 39126.8 15880.6 19128.3 11052.2 33805.9 49469.6 14231.2 39257.9 22834.1 1762.46 -44492.9 -5658.6 17119 6610.94 -15666.8 35600.7 1193.21 -37717.3 -53140.2 -74059.2 16053.3
internal_weight=0 679333 210168 59473 15531 9603 5928 4094 3653 752 2901 2623 1692 931 584 211 162 1204 5509 107 4815 1113 723 399 120 95 279 224 172 52
internal_count=4073804 679333 210168 59473 15531 9603 5928 4094 3653 752 2901 2623 1692 931 584 211 162 1204 5509 107 4815 1113 723 399 120 95 279 224 172 52
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=31
num_cat=0
split_feature=2 0 0 4 4 1 7 6 6 1 0 1 6 1 0 3 1 6 6 4 6 6 5 6 6 5 4 7 1 1
split_gain=2.83026e+11 2.15135e+12 1.21674e+13 3.91205e+13 7.6614e+13 1.49659e+14 1.99268e+14 9.44348e+13 7.96089e+13 3.87005e+13 3.64233e+13 3.44293e+13 3.94205e+13 3.60984e+13 8.00359e+13 3.43965e+13 3.42493e+13 3.3436e+13 4.64836e+13 3.27098e+13 2.71238e+13 2.67889e+13 3.67975e+13 2.63708e+13 6.13706e+13 5.78071e+13 2.50952e+13 4.13194e+13 4.36273e+13 1.01372e+14
threshold=915.50000000000011 55.753967500000009 55.737027400000009 16.500000000000004 17.500000000000004 37.780517050000007 6.0000000000000009 87.015000000000015 68.00500000000001 37.618684050000006 55.743464250000009 37.543519500000009 37.995000000000012 37.755233900000007 55.749683450000006 13.500000000000002 37.488790500000007 40.015000000000008 62.010000000000012 5.5000000000000009 97.020000000000024 69.605000000000004 1.5000000000000002 50.010000000000012 52.015000000000008 1.5000000000000002 22.500000000000004 6.0000000000000009 37.780517050000007 37.534144550000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 10 17 -10 15 16 -13 14 -14 23 -12 -8 -19 20 -4 22 -16 25 -25 -5 27 28 29 -6
right_child=-2 -3 3 4 26 -7 8 -9 9 -11 11 12 13 -15 21 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=52.784075112580048 -11.79148064011903 -140.89062204497992 -1925.8850427269285 -1670.5639790482956 18556.094260448619 -547.34262521196445 -38226.447265625 -210762.57775 -322782.45000000001 -151963.99292534724 -19324.699018121144 35190.886224724265 -270205.35859374999 20148.30754045759 -112990.36473493304 70144.351747923269 102945.9474609375 -130462.20308102235 31772.772929687504 8339.6374461214255 -84771.414843750012 -144341.14585108901 25107.805096293607 -176388.15437500001 -4522.6885003810976 175899.57161532316 -46.174952188563452 18120.189160954644 7446.4581849824408 -94215.333245693124
leaf_weight=349354 3394471 300499 3290 110 163 3551 98 25 21 36 504 34 24 28 35 79 24 151 20 11447 40 33 43 25 123 22 6311 2324 763 156
leaf_count=349354 3394471 300499 3290 110 163 3551 98 25 21 36 504 34 24 28 35 79 24 151 20 11447 40 33 43 25 123 22 6311 2324 763 156
internal_value=0 58.9193 217.413 2168.35 -1483.63 -11560.9 -38814.5 -18610.6 -107545 -214897 -14179 -27078 -62754.2 -83184.4 -104616 11870.3 -13766.9 -84797.5 -111487 5802.04 -2921.03 -68813.4 -36859.3 -4571.31 -33554 27924.5 3687.21 10604.8 -5537.25 -36592.3
internal_weight=0 679333 378834 29480 14703 4986 1435 1109 326 57 1084 725 197 163 135 359 528 269 171 14777 3330 111 78 280 148 132 9717 3406 1082 319
internal_count=4073804 679333 378834 29480 14703 4986 1435 1109 326 57 1084 725 197 163 135 359 528 269 171 14777 3330 111 78 280 148 132 9717 3406 1082 319
is_linear=0
shrinkage=0.1


Tree=4978
num_leaves=31
num_cat=0
split_feature=4 2 6 6 1 6 1 6 1 1 1 6 0 1 1 6 1 0 1 4 5 0 0 6 1 0 1 0 6 0
split_gain=2.73161e+11 1.66704e+12 2.58102e+12 3.0017e+12 7.62647e+12 1.5425e+13 1.14589e+13 7.49227e+12 6.82921e+12 3.4841e+12 2.62043e+12 2.40769e+12 7.87583e+12 9.89503e+12 1.7443e+13 5.9708e+12 1.26645e+13 2.87847e+12 4.79496e+12 3.71332e+12 4.79575e+12 3.42493e+12 3.36507e+12 5.90425e+12 8.73161e+12 4.34072e+12 7.05905e+12 7.85573e+12 1.00573e+13 6.80876e+12
threshold=2.5000000000000004 2200.0000000000005 156.15000000000003 95.045000000000016 37.543519500000009 99.050000000000011 37.318079750000003 122.65000000000002 38.109452700000006 39.023883200000007 38.066230450000006 88.00500000000001 56.309668500000008 38.657016300000002 37.618684050000006 84.00500000000001 38.657016300000002 51.567244500000008 41.966773150000002 1.5000000000000002 2.5000000000000004 54.762682300000009 55.111813300000001 55.015000000000008 38.657016300000002 55.60524465000001 37.503969450000007 55.418618900000006 74.015000000000015 55.539595350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -7 -10 -4 15 13 14 -13 17 -17 18 19 -1 -21 -19 23 -23 -25 26 -24 -28 29 -29
right_child=-2 -3 10 4 5 7 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 21 -20 20 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=-13814.030163892354 -4.3571697674982195 8.8458734325472701 40243.421208639709 -22576.638897223223 -95606.063531249994 56329.486867559528 56729.581978236609 -49908.477853393561 -41608.300430575291 8161.5793419471156 1263.8449441964285 -1486.3199609375001 -34439.969291548296 -12613.060431134261 129003.77297247025 9934.4693702491568 -78325.892625269407 -6129.5752147986095 19453.304645824013 -108.16787077251234 23866.326692000683 2560.0416053835743 5924.6504907638991 1172.9159362353867 36430.189946220293 2092.1162511558846 -690.61379000816817 -20988.184418153505 -79124.412033913366 -3154.197784976509
leaf_weight=115 3961637 98258 34 38 25 21 35 32 22 39 35 20 22 27 21 37 29 649 227 304 115 987 801 139 142 7473 1620 370 22 508
leaf_count=115 3961637 98258 34 38 25 21 35 32 22 39 35 20 22 27 21 37 29 649 227 304 115 987 801 139 142 7473 1620 370 22 508
internal_value=0 153.891 1178.54 1082.36 -10725.3 -24470.4 15446.9 -8870.47 7144.37 -9788.21 20471.2 1266.04 17568 34394.1 65350.1 1157.67 -28846.6 1304.66 7278.62 2103.24 6471.94 947.001 1327.76 6201.01 18989.8 755.284 -2252.89 -4852.18 -12343 -10669.7
internal_weight=0 112167 13909 13840 212 139 73 114 82 61 69 13628 90 68 41 13538 66 13472 761 534 419 12711 12062 1268 281 10794 3321 2520 900 878
internal_count=4073804 112167 13909 13840 212 139 73 114 82 61 69 13628 90 68 41 13538 66 13472 761 534 419 12711 12062 1268 281 10794 3321 2520 900 878
is_linear=0
shrinkage=0.1


Tree=4979
num_leaves=31
num_cat=0
split_feature=6 6 0 0 0 2 4 6 0 4 0 3 0 3 1 0 3 1 1 3 4 1 4 0 0 7 0 0 3 1
split_gain=2.70025e+11 3.93301e+12 1.18381e+13 2.22922e+13 2.05415e+13 2.00237e+13 1.49017e+13 4.25668e+13 2.64207e+13 2.19995e+13 1.94297e+13 1.79612e+13 1.63902e+13 2.24917e+13 1.48528e+13 1.29766e+13 1.20527e+13 1.22193e+13 1.73521e+13 1.9513e+13 1.2941e+13 1.0734e+13 1.05014e+13 1.37639e+13 1.10563e+13 1.28721e+13 9.02087e+12 8.98952e+12 1.55615e+13 1.07869e+13
threshold=39.505000000000003 39.995000000000012 55.685785750000008 55.737027400000009 55.462387050000011 75.000000000000014 15.500000000000002 39.810000000000009 55.866549750000011 9.5000000000000018 55.806294650000005 10.500000000000002 55.753967500000009 14.500000000000002 37.649344350000007 55.79439725000001 2.5000000000000004 37.488790500000007 37.649344350000007 4.5000000000000009 21.500000000000004 37.534144550000008 10.500000000000002 55.554045200000012 55.667390500000003 6.0000000000000009 43.687280500000007 55.649510000000014 3.5000000000000004 37.401708450000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 7 8 9 21 -9 -11 13 -8 -4 -7 -14 -18 20 -20 -19 -5 -6 -24 27 -26 -2 29 -29 -25
right_child=1 -3 3 5 22 15 12 10 -10 11 -12 -13 16 -15 -16 -17 17 18 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=43.294363135810606 33507.474825319099 -6.4543293843757867 -19769.870706145299 31801.911363636365 5324.8265204283252 -15817.416816690265 17292.645352975946 -73104.655703965051 -68925.885811491942 -1939.6249784671004 35541.941328125002 68325.041539228725 -32196.551227678574 -83775.739238911294 21937.820490007012 -969.19428651861881 -29689.624392361115 104009.22578677772 93160.673550415042 8783.9382553020696 45697.248156828704 122540.54624023438 -40382.638616190161 -72665.335253906247 -91117.892495888169 -13565.735367506379 -2301.2766669234716 94104.228534226189 -1597.0730869250351 -11509.397379091562
leaf_weight=1064248 71 2991604 97 22 215 649 76 93 31 161 20 47 28 31 713 6323 27 53 32 191 135 32 235 30 38 49 7696 21 89 747
leaf_count=1064248 71 2991604 97 22 215 649 76 93 31 161 20 47 28 31 713 6323 27 53 32 191 135 32 235 30 38 49 7696 21 89 747
internal_value=0 -15.3099 -1491.04 1139.16 -3998.18 -470.861 12921.2 -1735.62 18372.8 28702 -53875.2 13937.5 23306.4 -11988.8 16943.2 -2351.37 31410.7 35476.9 39757.9 20891.8 62136.3 85573 -15039.1 -18660.5 -13419.5 -47439.1 -1973.94 -10082.8 16673.2 -13870.6
internal_weight=0 3.00956e+06 17952 8761 9191 7951 979 406 293 262 113 208 573 107 810 6972 466 438 411 223 188 54 1424 1209 974 87 7767 887 110 777
internal_count=4073804 3009556 17952 8761 9191 7951 979 406 293 262 113 208 573 107 810 6972 466 438 411 223 188 54 1424 1209 974 87 7767 887 110 777
is_linear=0
shrinkage=0.1


Tree=4980
num_leaves=31
num_cat=0
split_feature=1 6 6 6 2 3 4 3 0 3 4 6 0 0 3 3 4 6 3 0 3 6 6 3 4 4 3 6 3 6
split_gain=2.61791e+11 1.09781e+12 4.42499e+12 1.10223e+13 8.66538e+12 4.30503e+12 1.0251e+13 6.39315e+12 5.93591e+12 5.6574e+12 9.2499e+12 5.17793e+12 9.82006e+12 4.12338e+12 5.66115e+12 1.77486e+13 4.93545e+12 3.53792e+12 7.0645e+12 3.35103e+12 3.28656e+12 3.17429e+12 3.03675e+12 6.58734e+12 6.64239e+12 5.54786e+12 7.81493e+12 5.5084e+12 5.46066e+12 6.38361e+12
threshold=113.48479755000001 75.010000000000005 70.50500000000001 71.030000000000015 9236.5000000000018 8.5000000000000018 5.5000000000000009 4.5000000000000009 58.603553700000006 10.500000000000002 9.5000000000000018 73.41500000000002 60.064438250000002 52.07762420000001 5.5000000000000009 3.5000000000000004 9.5000000000000018 70.00500000000001 2.5000000000000004 61.686687400000004 5.5000000000000009 73.995000000000019 83.820000000000007 2.5000000000000004 10.500000000000002 13.500000000000002 6.5000000000000009 86.920000000000016 1.5000000000000002 149.05000000000004
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 17 4 -4 6 7 11 13 10 -7 19 -13 14 15 16 -8 -2 -19 -5 -15 -11 -3 24 27 -25 -27 -24 29 -29
right_child=1 22 3 5 -6 9 8 -9 -10 21 -12 12 -14 20 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-2.0396808997119815 290.84516475446873 5519.1307628239183 -79625.992522321438 -3854.6475914713542 -19266.888728120055 31257.759609375 8464.1899445564522 -36609.175195312499 35389.057027304298 -15814.057924107143 -44413.422559756327 570.02942766462058 -63124.05381651182 3686.63017816311 37429.776796123799 -59247.759966856058 70395.355867143124 -12576.026917613637 49252.60678013393 21091.96134425572 -40758.507244001114 37422.994093322755 -29413.131738463446 5044.3709133012053 44259.070525568182 -43630.357646652752 -282.58821614583337 -168.36427130093233 -17146.011420355902 59367.281416015634
leaf_weight=4047600 21429 1429 28 150 158 20 31 69 99 21 84 70 37 41 65 33 22 33 42 84 28 24 134 1429 22 58 147 181 216 20
leaf_count=4047600 21429 1429 28 150 158 20 31 69 99 21 84 70 37 41 65 33 22 33 42 84 28 24 134 1429 22 58 147 181 216 20
internal_value=0 315.059 55.255 -6239.78 -28353.2 -1555.16 1610.54 -8849.25 15054.2 -17043.7 -29861.3 -3232.14 -21455 5903.46 15157.9 -1675.45 34171.5 366.728 22048 5100.55 -14349.1 12579 1927.62 -397.835 -9623.61 2837.4 -12546.8 -11775 -6107.11 5755.58
internal_weight=0 26204 22568 1064 186 878 729 410 319 149 104 341 107 220 151 86 53 21504 75 234 69 45 3636 2207 573 1634 205 551 417 201
internal_count=4073804 26204 22568 1064 186 878 729 410 319 149 104 341 107 220 151 86 53 21504 75 234 69 45 3636 2207 573 1634 205 551 417 201
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=31
num_cat=0
split_feature=6 4 4 5 0 6 1 1 2 6 6 0 6 1 6 2 1 1 0 0 3 3 1 1 6 0 1 0 6 0
split_gain=2.51281e+11 1.79735e+12 4.13698e+12 1.0253e+13 8.61984e+12 7.80918e+12 1.04826e+13 9.08223e+12 7.45573e+12 1.00855e+13 1.4195e+13 1.48219e+13 1.12113e+13 9.36243e+12 8.24251e+12 1.65738e+13 1.4095e+13 1.45915e+13 1.33824e+13 3.4778e+13 2.21576e+13 2.01761e+13 1.60084e+13 1.80299e+13 1.39392e+13 1.21488e+13 1.64594e+13 1.62646e+13 3.98573e+13 1.26967e+13
threshold=41.505000000000003 25.500000000000004 23.500000000000004 1.5000000000000002 44.249882500000005 41.005000000000003 52.380799750000001 37.46219940000001 2828.5000000000005 38.010000000000012 34.010000000000012 44.685196900000008 39.355000000000011 38.999037500000007 40.490000000000002 75.000000000000014 37.755233900000007 37.780517050000007 55.775215600000003 55.749683450000006 17.500000000000004 16.500000000000004 37.534144550000008 37.543519500000009 41.005000000000003 55.806294650000005 37.534144550000008 55.82518790000001 39.355000000000011 55.910578700000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 14 10 11 -10 13 -11 25 16 18 -18 19 -16 21 22 -20 -24 -22 -4 27 28 -27 -28
right_child=-2 -3 3 4 5 -7 -8 -9 9 12 -12 -13 -14 -15 15 -17 17 -19 20 -21 24 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=67.543366212391774 -17.050630279953378 982.48176671650162 2917.836683847534 34538.180140625002 -3834.2959908541598 -28184.48252299834 7496.15120910515 -17295.413428800424 86203.693437499998 27578.382570553898 -5604.7987853433142 -7.5904583632644593 -1500.9857942209621 4048.356972188064 -13932.507452609632 7.5941088336948184 -130931.01485107423 -25405.641763466283 39277.34076569121 -105577.50234375001 -39857.504178790194 118367.46390625002 -84714.239127604174 9222.8603143601194 28071.768731219952 -20470.610506018813 -13484.319953559592 -0.66588305095868028 64860.293875220515 981.79495845810516
leaf_weight=1206214 2768799 19767 16011 50 1307 169 471 813 20 178 10346 6921 8157 3382 703 3177 20 38 118 44 134 20 27 84 39 98 1637 23972 124 964
leaf_count=1206214 2768799 19767 16011 50 1307 169 471 813 20 178 10346 6921 8157 3382 703 3177 20 38 118 44 134 20 27 84 39 98 1637 23972 124 964
internal_value=0 36.1759 21.6217 -679.321 -6611.45 -7356.92 -5998.42 -8996.51 -460.605 -1722.48 -3257.69 240.821 542.541 5224.86 314.642 -3804.83 -13676.1 -61793.7 -11288.8 -19330.6 2946.46 22046.2 13633.9 -13626.7 -24544 738.464 -563.791 248.847 27191.7 -8122.79
internal_weight=0 1.305e+06 1.28524e+06 79024 2810 2760 2591 2120 76214 29004 17287 6941 11717 3560 47210 4404 1227 58 1169 747 422 249 229 111 173 42806 26795 24194 222 2601
internal_count=4073804 1305005 1285238 79024 2810 2760 2591 2120 76214 29004 17287 6941 11717 3560 47210 4404 1227 58 1169 747 422 249 229 111 173 42806 26795 24194 222 2601
is_linear=0
shrinkage=0.1


Tree=4982
num_leaves=31
num_cat=0
split_feature=6 3 6 4 0 4 3 1 1 2 2 1 0 1 1 1 0 0 0 1 0 1 4 1 0 4 0 0 0 1
split_gain=2.90761e+11 2.43231e+12 2.94069e+12 4.71863e+12 1.67667e+13 2.53819e+13 1.21511e+13 8.41911e+12 5.57447e+12 4.36048e+12 6.65449e+12 5.66244e+12 6.3723e+12 7.94839e+12 5.96712e+12 1.28622e+13 1.18044e+13 8.51061e+12 4.28515e+12 4.15102e+12 4.0318e+12 7.66788e+12 6.42598e+12 8.83844e+12 5.14573e+12 9.1838e+12 5.33501e+12 4.22983e+12 3.98481e+12 3.94661e+12
threshold=31.005000000000006 1.5000000000000002 30.985000000000003 9.5000000000000018 43.6005307 11.500000000000002 7.5000000000000009 37.780517050000007 30.226173900000003 3658.0000000000005 9651.0000000000018 82.906746050000024 55.046782850000007 82.901648750000021 82.965501500000016 82.970388650000018 55.029726000000004 55.02095400000001 44.990874950000006 82.895858600000011 55.737027400000009 37.649344350000007 11.500000000000002 30.452677500000004 55.897267000000006 23.500000000000004 55.834019500000004 55.685785750000008 57.113979900000011 30.438492500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 -6 -4 -11 12 19 -14 -13 16 17 -16 -9 -12 27 22 23 -22 25 -24 -27 -10 -20 -26
right_child=-2 2 3 4 7 6 -8 18 20 10 11 14 13 -15 15 -17 -18 -19 28 -21 21 -23 24 -25 29 26 -28 -29 -30 -31
leaf_value=-725.13521348650147 7.2412339844497273 212.84560855484298 -1930.5244618507404 -30727.080423677889 -11024.361787333015 36344.290056818187 136462.52980324076 -23892.630336608887 2880.9711780894886 1597.9190678912205 -7621.1341494188955 5056.0008668734499 -4645.9427774047854 -35880.426763548334 -4106.6170636077431 709.22826661019963 5752.7981508608218 -46294.985680202102 -1279.4524143170179 8054.6680976685157 82594.60395002694 60703.051657196978 67278.541577743905 555.45989583333335 12065.355288377355 -36100.946982421876 25764.120025900138 -43094.245388926633 13961.821801892698 -2966.9216937570013
leaf_weight=50691 3794999 185465 23349 26 131 22 27 80 154 10482 881 1121 160 166 67 1060 108 167 3282 209 29 33 41 24 488 20 46 23 181 272
leaf_count=50691 3794999 185465 23349 26 131 22 27 80 154 10482 881 1121 160 166 67 1060 108 167 3282 209 29 33 41 24 488 20 46 23 181 272
internal_value=0 -98.5652 40.6698 -708.06 2218.53 49135.4 91511.5 1486.06 8503.19 -1086.11 281.086 -3223.11 -8284.11 -20550.6 -382.697 -4731.33 -21593.9 -34215.4 -1011.43 -4615.41 10767 13341.3 11642.4 45444.8 9576.06 30108 7017.13 -3093.21 -482.839 6685.38
internal_weight=0 278805 228114 42649 4879 75 49 4804 1261 37770 14421 3939 1416 326 2523 1402 342 234 3543 1090 1130 953 920 53 867 107 66 177 3463 760
internal_count=4073804 278805 228114 42649 4879 75 49 4804 1261 37770 14421 3939 1416 326 2523 1402 342 234 3543 1090 1130 953 920 53 867 107 66 177 3463 760
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=31
num_cat=0
split_feature=4 0 3 7 6 0 3 0 6 6 4 2 4 4 1 4 6 4 1 6 1 3 6 3 6 6 6 3 0 7
split_gain=2.91152e+11 1.71435e+12 3.83098e+12 1.10055e+13 3.7203e+12 3.5604e+12 9.89481e+12 7.42401e+12 4.32527e+12 6.66364e+12 6.65299e+12 5.31987e+12 2.50541e+13 7.17294e+12 5.72123e+12 8.17586e+12 5.19966e+12 4.9458e+12 3.91908e+12 3.81976e+12 3.73125e+12 3.30743e+12 4.26768e+12 3.22053e+12 3.93276e+12 3.93094e+12 5.28462e+12 3.77547e+12 3.06846e+12 4.20264e+12
threshold=28.500000000000004 55.554045200000012 5.5000000000000009 6.0000000000000009 58.995000000000012 47.22829500000001 8.5000000000000018 44.990874950000006 48.945000000000007 46.010000000000012 31.500000000000004 3062.5000000000005 32.500000000000007 32.500000000000007 37.543519500000009 33.500000000000007 51.805000000000007 32.500000000000007 37.534144550000008 93.050000000000011 49.692247900000005 3.5000000000000004 66.990000000000023 6.5000000000000009 114.05000000000001 91.02500000000002 58.045000000000009 9.5000000000000018 53.244414800000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 16 12 -12 -13 23 19 -10 -11 -7 -16 -18 22 -5 -14 25 26 -25 -28 -22 -30
right_child=1 -3 5 21 -6 8 7 -9 10 17 11 13 14 -15 15 -17 20 -19 -20 -21 28 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=2.4066797815062246 -53642.439150943399 -508.58287514322393 60998.475541992186 -3258.623504787538 -15210.594453938804 -26261.180534031082 -48565.872585227276 14015.6780180771 55320.699408922694 -35048.090849365239 110361.62301136366 -36449.582338579967 37140.795517578132 30412.424330357142 50327.181879185271 -236.655629938299 -20390.108308293271 -1572.2605134988135 4140.8265104962447 6050.7062436704291 43345.934729287794 -9221.1046446265245 29523.885826209924 -16456.322983708458 26358.264176829271 -16527.613320095741 -32178.005245535718 12039.094252726238 36227.921746560802 -1974.3544795048701
leaf_weight=4041054 53 30169 40 82 48 46 22 137 38 100 22 68 20 21 70 132 26 79 542 27 43 123 77 126 41 214 21 240 46 77
leaf_count=4041054 53 30169 40 82 48 46 22 137 38 100 22 68 20 21 70 132 26 79 542 27 43 123 77 126 41 214 21 240 46 77
internal_value=0 -296.963 2176.64 -7052.8 -35377.8 3784.87 16540.9 5356.6 2515.01 -3380.32 6185.23 2664.49 4939.47 -20673.2 2336.45 15960.8 21523.4 -20273.8 1762.44 38002.8 14834.3 3091.97 12617.2 -2376.52 -3607.59 -5651.85 362.139 8481.4 20351.4 12312.7
internal_weight=0 32750 2581 383 101 2198 199 159 1999 767 1232 1002 913 89 891 229 230 179 588 97 192 282 159 662 642 601 387 261 166 123
internal_count=4073804 32750 2581 383 101 2198 199 159 1999 767 1232 1002 913 89 891 229 230 179 588 97 192 282 159 662 642 601 387 261 166 123
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=31
num_cat=0
split_feature=1 1 6 3 2 6 6 0 0 6 6 6 0 6 6 1 4 0 6 0 2 1 4 1 6 4 0 0 0 0
split_gain=2.77273e+11 5.84638e+12 1.5256e+13 1.67156e+13 3.19161e+13 2.65258e+13 3.87603e+13 3.56704e+13 3.44398e+13 3.25605e+13 3.1289e+13 3.32828e+13 2.35216e+13 2.33041e+13 2.79097e+13 2.25355e+13 2.20393e+13 1.89757e+13 1.69751e+13 1.66595e+13 4.29657e+13 8.67834e+13 3.51086e+13 5.27596e+13 3.38273e+13 3.35696e+13 3.13465e+13 6.15614e+13 6.78052e+13 7.39081e+13
threshold=37.517483500000004 37.563506350000004 42.205000000000005 1.5000000000000002 75.000000000000014 59.025000000000013 58.755000000000003 55.806294650000005 55.850146250000009 73.00500000000001 69.605000000000004 60.305000000000007 55.710673100000008 81.02500000000002 89.00500000000001 37.543519500000009 5.5000000000000009 55.858844800000007 77.565000000000012 55.883833400000007 75.000000000000014 37.534144550000008 13.500000000000002 37.543519500000009 70.50500000000001 13.500000000000002 55.595177750000005 55.633951400000008 55.660117850000006 55.702806750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 9 -9 10 11 -7 -13 18 -15 -14 -10 -4 -11 26 25 -22 -23 -24 -25 -21 -5 -28 -29 -30
right_child=1 -3 3 19 -6 7 -8 8 16 13 -12 12 15 14 -16 -17 -18 -19 -20 20 21 22 23 24 -26 -27 27 28 29 -31
leaf_value=-55.618024531942837 -1487.0994675015561 -3.9670282076328984 -34350.375634012977 114.83419650412429 5327.9789638910543 85553.60372755985 -168676.00548828125 -122939.58841145833 74484.323721590903 -12796.437809001865 95099.21831794508 -44299.369927234191 124435.22562500002 111456.15900000001 -25317.536887668921 -23885.257849702382 -46384.879345703128 16620.72884765625 -89360.530759803922 -42274.827415517517 22041.111491385283 3746.4186084123339 -34058.197989174834 3382.8021401937908 107643.23788060898 -6908.4074440519362 33011.447300386375 -24180.742621482757 26096.832728019159 4071.2352127678419
leaf_weight=734695 15651 3289771 519 10839 1248 47 20 42 22 67 66 82 20 25 37 21 48 85 51 298 1742 1131 765 154 39 2701 873 723 1790 10232
leaf_count=734695 15651 3289771 519 10839 1248 47 20 42 22 67 66 82 20 25 37 21 48 85 51 298 1742 1131 765 154 39 2701 873 723 1790 10232
internal_value=0 12.2375 1092.73 2291.31 -5751.47 -17754.2 -31712.5 -1258.03 -51350.7 12228.5 36661.6 13974 -13377.5 -19806.1 29833.1 48466.2 -8397.42 -27177.3 -45887.7 2908.27 -1458.3 5559.21 -8184.91 -22270.9 24451 -10422.6 4127.7 7321.67 5561.99 7350.71
internal_weight=0 3.33911e+06 49338 33687 2400 1152 624 528 112 416 236 170 123 180 62 41 70 604 118 31287 6830 3831 2089 958 193 2999 24457 13618 12745 12022
internal_count=4073804 3339109 49338 33687 2400 1152 624 528 112 416 236 170 123 180 62 41 70 604 118 31287 6830 3831 2089 958 193 2999 24457 13618 12745 12022
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 0 0 5 4 6 6 3 1 6 6 0 0 6 0 3 1 4 4 6 0 0 5 0 4 5
split_gain=2.66904e+11 3.41974e+12 1.18991e+13 1.11986e+13 2.09114e+13 7.00667e+12 6.47005e+12 1.80359e+13 9.4703e+12 6.30344e+12 1.07561e+13 8.44173e+12 6.05595e+12 9.14077e+12 1.34953e+13 8.35772e+12 2.61365e+13 2.27528e+13 1.30621e+13 1.23526e+13 1.07963e+13 7.89996e+12 9.23643e+12 9.52728e+12 1.14734e+13 1.3732e+13 8.31269e+13 1.92068e+13 3.04693e+13 1.26233e+13
threshold=20.500000000000004 37.534144550000008 37.563506350000004 55.676890650000011 82.00500000000001 55.595177750000005 55.79439725000001 1.5000000000000002 33.500000000000007 31.995000000000001 35.995000000000012 21.500000000000004 37.290808600000013 156.15000000000003 130.05000000000004 55.759969450000007 55.676890650000011 74.015000000000015 59.764576050000009 21.500000000000004 30.624707450000006 27.500000000000004 21.500000000000004 66.010000000000005 55.702806750000008 55.850146250000009 2.5000000000000004 55.834019500000004 24.500000000000004 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 12 3 5 6 -3 7 -5 -9 -8 11 -11 13 14 15 16 19 -18 -17 -2 -20 22 -14 24 -24 27 -27 29 -29 -26
right_child=1 2 -4 4 -6 -7 9 8 -10 10 -12 -13 21 -15 -16 18 17 -19 20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-3.4803834563144918 31459.625633589047 -2873.2542506778527 24.033644182528441 -116815.7494318182 -82944.517517361121 52791.014045516313 -59412.834999999999 -58463.259531250005 33065.805679086538 83844.453850446444 -11982.927669372559 3646.0073716517859 -23314.975044389208 -64465.175574840199 63922.412790009475 -8554.0203722559745 20904.653671750599 96682.002535377367 283.73806505342043 -11570.254562036851 41768.831416635665 -365.79946848551435 2186.0035956552179 -1040.3581006125175 18054.774211569395 1608.4007600757659 193507.27676630436 -28180.146274038463 99360.410253906259 -52403.02435396635
leaf_weight=3999853 83 1344 44533 22 45 23 25 20 26 21 640 35 110 22 33 1803 157 53 14773 340 63 4014 1790 1461 1156 1217 23 26 67 26
leaf_count=3999853 83 1344 44533 22 45 23 25 20 26 21 640 35 110 22 33 1803 157 53 14773 340 63 4014 1790 1461 1156 1217 23 26 67 26
internal_value=0 188.247 -330.706 -7508.19 -16640.4 -1936.69 -12858.7 -42345.6 -6729.44 -10077.7 -8305.65 33720.4 1079.33 -47.6225 34.2721 -87.793 11190.3 40029.4 -516.846 -3127.04 459.902 3053.73 5389.68 5937.28 8305.31 12660.6 5167.82 19947.7 63703.9 16504.9
internal_weight=0 73951 46734 2201 834 1367 789 68 46 721 696 56 27217 17327 17305 17272 633 210 16639 423 14836 9890 5876 5766 4305 2515 1240 1275 93 1182
internal_count=4073804 73951 46734 2201 834 1367 789 68 46 721 696 56 27217 17327 17305 17272 633 210 16639 423 14836 9890 5876 5766 4305 2515 1240 1275 93 1182
is_linear=0
shrinkage=0.1


Tree=4986
num_leaves=31
num_cat=0
split_feature=6 4 6 3 0 5 6 1 1 0 1 1 6 6 6 6 7 1 1 3 6 6 6 6 4 0 1 1 6 7
split_gain=2.62978e+11 1.72731e+12 1.33871e+13 7.19436e+12 9.39736e+12 8.33017e+12 1.05874e+13 4.85742e+12 1.24283e+13 2.40235e+13 1.97165e+13 1.20335e+13 1.21104e+13 1.33367e+13 1.19758e+13 1.69354e+13 2.10834e+13 2.26156e+13 1.45673e+13 1.29702e+13 2.1923e+13 2.48423e+13 1.50968e+13 1.64038e+13 1.06554e+13 1.76356e+13 1.05628e+13 1.28278e+13 1.0302e+13 9.33762e+12
threshold=41.505000000000003 4.5000000000000009 43.010000000000012 2.5000000000000004 43.6005307 1.5000000000000002 42.005000000000003 83.117716000000016 82.956351500000011 54.932051950000009 83.050033500000012 82.93515810000001 104.01000000000001 54.010000000000012 138.05000000000004 81.705000000000013 6.0000000000000009 83.086354900000018 82.991167100000027 2.5000000000000004 114.05000000000001 106.49500000000002 128.05000000000004 103.03500000000001 2.5000000000000004 55.046782850000007 82.962856350000024 83.001701100000005 55.015000000000008 6.0000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 14 26 -4 13 -13 15 -10 17 19 -16 20 21 -17 23 -21 -15 -26 -11 28 -28 -9
right_child=1 -3 7 4 -6 -7 -8 29 9 10 -12 12 -14 24 18 16 -18 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=37.008335060354732 -1297.6787066495601 6.1079019364247387 34.650196262563945 11246.735103665866 -5480.2016873499342 4777.5932455796465 106712.19687500001 -1232.0862970809505 9155.7716005723723 19175.392916805384 -16869.118254839443 11726.036532982362 58087.486093750005 19915.002805140401 6711.1491796874998 13657.467204866705 -11606.316470588237 140232.07561990488 -73069.827623521953 87848.985978618424 -68583.964960937505 136059.28980468749 118685.20885416667 -508.01363863031912 -39452.853278996394 -8653.0630711829144 6547.7740108439666 6596.6956177197371 -13206.558183425377 -14849.606512451173
leaf_weight=1305005 16330 2542733 177508 26 7793 130 21 15915 2614 330 653 188 25 69 60 97 85 23 37 38 25 20 33 47 312 460 379 1458 870 520
leaf_count=1305005 16330 2542733 177508 26 7793 130 21 15915 2614 330 653 188 25 69 60 97 85 23 37 38 25 20 33 47 312 460 379 1458 870 520
internal_value=0 -17.443 -282.337 -2499.75 -4962.7 17821.8 53901.5 -15.28 130.833 4336.78 -1105.09 -28.6074 -10682.1 -12352.8 10858.5 11983.3 32068.4 45186.2 -23720.8 36778.3 16418 34580.9 61279.6 38992.8 -17735.5 -21100.6 2284.41 225.298 -7212.25 -1662.94
internal_weight=0 2.7688e+06 226066 24300 7970 177 47 201766 185331 6769 3690 178562 1054 1029 3079 2982 368 283 97 260 142 117 118 85 841 772 3037 2707 1249 16435
internal_count=4073804 2768799 226066 24300 7970 177 47 201766 185331 6769 3690 178562 1054 1029 3079 2982 368 283 97 260 142 117 118 85 841 772 3037 2707 1249 16435
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=31
num_cat=0
split_feature=4 6 5 6 6 1 6 0 0 6 6 2 1 6 4 2 6 4 1 1 3 1 1 3 1 0 6 6 6 2
split_gain=3.02837e+11 2.63559e+12 1.3713e+13 1.12966e+13 2.32025e+13 1.64858e+13 1.54701e+13 1.84704e+13 3.62836e+13 1.73444e+13 1.67268e+13 2.64912e+13 9.90198e+13 1.43786e+13 1.47419e+13 1.70335e+13 3.07133e+13 6.43052e+13 9.03805e+13 1.3632e+13 1.27301e+13 1.79706e+13 3.52234e+13 2.54081e+13 1.25103e+13 3.22884e+13 2.13302e+13 2.43747e+13 1.44805e+13 1.39872e+13
threshold=5.5000000000000009 50.410000000000004 1.5000000000000002 122.65000000000002 138.05000000000004 37.234509300000006 59.505000000000003 45.00849250000001 45.063245050000006 118.04500000000002 60.005000000000003 2882.5000000000005 39.735861600000007 61.425000000000004 1.5000000000000002 2691.5000000000005 63.415000000000006 4.5000000000000009 37.131181300000009 43.932356550000009 2.5000000000000004 49.692247900000005 43.997056950000008 3.5000000000000004 30.345769800000003 59.939085000000013 85.020000000000024 96.050000000000011 70.50500000000001 1696.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 13 11 12 -8 -10 -15 16 17 18 -16 -17 -21 22 -22 -24 25 28 29 -28 -18 -26
right_child=-2 2 -4 4 5 -7 7 8 9 -11 -12 -13 -14 14 15 19 24 -19 -20 20 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-69.875393659179252 -17.048578509391536 -1388.7011916848107 327.32089538057602 89262.964409722234 86767.634239130435 -830.55667760182007 7625.603633143538 -88494.944438100967 -28025.903447680204 -95415.908312500003 -3852.0977895140963 -26259.625588319359 265099.76843750005 50418.14963662791 300966.90531250002 -37890.204446274489 -126633.34798409599 -5574.5785462161148 13132.284293619792 2779.4250636050579 -103536.74825994318 -57774.530933779759 -44295.241327194941 92137.889803685903 -39941.272774769175 -72.264425406486367 85895.473966899677 -3376.0235321969699 -39541.162351190476 3206.6535178912845
leaf_weight=734276 2928705 4866 402924 36 23 326 59 65 424 25 381 41 20 43 20 268 35 83 24 304 22 105 21 39 110 157 57 66 42 237
leaf_count=734276 2928705 4866 402924 36 23 326 59 65 424 25 381 41 20 43 20 268 35 83 24 304 22 105 21 39 110 157 57 66 42 237
internal_value=0 43.6034 246.427 -3879.9 12826.9 4942.39 -4735.92 -10886.8 -14921.2 -12624.3 6402.42 38960.5 72808.9 -11618.1 -7357.85 -8920.34 971.411 46234.8 143966 -19750.4 -9849.31 -30379.4 4699.62 44386.3 -7194.01 -26086.5 2212.05 37993.7 -79128.5 -10471.4
internal_weight=0 1.1451e+06 410823 7899 385 349 7514 2648 2147 2082 501 120 79 2057 1633 1590 831 127 44 759 491 187 82 60 704 234 470 123 77 347
internal_count=4073804 1145099 410823 7899 385 349 7514 2648 2147 2082 501 120 79 2057 1633 1590 831 127 44 759 491 187 82 60 704 234 470 123 77 347
is_linear=0
shrinkage=0.1


Tree=4988
num_leaves=31
num_cat=0
split_feature=6 4 6 1 1 3 1 1 6 6 0 6 6 0 3 0 6 6 1 6 0 0 6 4 5 1 3 3 6 6
split_gain=2.91989e+11 2.13845e+12 8.53319e+12 1.01854e+13 1.10649e+13 1.05125e+13 7.78574e+12 1.42115e+13 1.073e+13 1.38583e+13 1.45033e+13 1.15064e+13 1.08642e+13 1.6777e+13 1.15845e+13 1.04739e+13 7.33614e+12 7.05426e+12 6.65266e+12 6.632e+12 6.57419e+12 7.7479e+12 7.93741e+12 6.31673e+12 5.94516e+12 6.40754e+12 5.62271e+12 1.84861e+13 4.89687e+12 4.82873e+12
threshold=42.005000000000003 32.500000000000007 40.610000000000007 37.780517050000007 37.475446350000006 18.500000000000004 37.768783500000005 37.780517050000007 36.005000000000003 37.005000000000003 55.753967500000009 38.995000000000012 34.905000000000008 55.743464250000009 14.500000000000002 55.850146250000009 39.025000000000013 26.495000000000001 37.618684050000006 40.205000000000005 55.667390500000003 55.759969450000007 40.490000000000002 34.500000000000007 1.5000000000000002 37.618684050000006 4.5000000000000009 7.5000000000000009 40.490000000000002 40.015000000000008
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 -1 6 4 5 -4 8 17 12 10 23 -11 -3 14 -14 20 -9 -8 -12 -17 29 -22 26 -10 -6 -26 -23 -28 -21 -13
right_child=-2 2 3 -5 24 -7 7 16 9 11 18 15 13 -15 -16 19 -18 -19 -20 28 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=44.380974922736499 -19.343038225709734 3181.0122770557232 84006.306445312512 17806.255472755434 -10545.15375329525 -13854.041331845237 -6384.3884059873953 4077.3917241741365 35203.471617040101 -8747.6156865098746 50880.524804687506 70934.616443452382 91295.247247023814 -29536.089266690338 -15047.124365234376 44647.278393027766 -16624.079875828942 -38053.393783498366 117212.31785714287 -14162.65248228561 -17169.152183099442 -32275.288912686432 -45547.200917119568 -14874.697884114585 -15808.865144856773 -53709.145839293575 109980.54888392857 11330.286658144238 39010.500134698283 17258.063695994915
leaf_weight=1392334 2676587 662 23 128 940 21 119 840 53 360 54 21 21 253 20 139 215 172 21 43 162 22 23 48 120 71 21 199 29 83
leaf_count=1392334 2676587 662 23 128 940 21 119 840 53 360 54 21 21 253 20 139 215 172 21 43 162 22 23 48 120 71 21 199 29 83
internal_value=0 37.0546 -2051.98 -8981.16 -11899.3 37300.2 470.008 -5537.96 4089.85 10083.9 36140.9 5922.38 -3923.16 -19919.6 39420.9 13039.9 -141.392 -25102.8 69453.4 31887.6 5550.51 59.1896 10591.2 11403.9 -13813.3 -29897.5 15926.7 20746.9 7254.31 28096.6
internal_weight=0 1.39722e+06 4883 1303 1175 44 3580 1346 2234 1278 176 1102 956 294 41 742 1055 291 75 211 531 427 265 101 1131 191 242 220 72 104
internal_count=4073804 1397217 4883 1303 1175 44 3580 1346 2234 1278 176 1102 956 294 41 742 1055 291 75 211 531 427 265 101 1131 191 242 220 72 104
is_linear=0
shrinkage=0.1


Tree=4989
num_leaves=31
num_cat=0
split_feature=6 2 0 1 3 0 0 5 6 6 1 4 4 0 5 0 6 6 6 1 1 3 6 6 4 3 1 3 4 1
split_gain=2.59823e+11 2.46481e+12 8.50532e+12 1.40521e+13 1.31221e+13 7.95192e+12 1.56144e+13 2.08663e+13 1.8422e+13 4.34626e+13 1.79015e+13 1.65147e+13 2.01672e+13 2.25218e+13 3.08526e+13 3.61871e+13 2.16574e+13 1.49562e+13 1.40373e+13 1.21012e+13 1.53094e+13 3.02589e+13 2.57897e+13 1.20051e+13 1.5968e+13 2.32265e+13 1.1852e+13 1.17148e+13 1.15707e+13 3.54805e+13
threshold=102.04000000000001 75.000000000000014 55.883833400000007 37.374856000000008 5.5000000000000009 55.850146250000009 55.743464250000009 2.5000000000000004 125.02000000000002 138.05000000000004 37.631035900000008 16.500000000000004 13.500000000000002 55.79439725000001 3.5000000000000004 55.753967500000009 110.01500000000001 118.04500000000002 112.00500000000001 37.618684050000006 37.563506350000004 11.500000000000002 114.05000000000001 125.02000000000002 12.500000000000002 3.5000000000000004 37.600779750000008 2.5000000000000004 21.500000000000004 37.488790500000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 10 11 -10 -8 12 13 14 15 -9 -16 28 -15 20 -2 22 -22 24 25 -21 -23 -26 29 -13
right_child=1 -3 3 4 -6 -7 7 8 9 -11 -12 17 -14 18 16 -17 -18 -19 -20 23 21 26 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=4.1536125283903038 5132.559388475489 -233.49048044219387 30712.404256465521 -95732.892201861221 -4994.4825260416674 16237.266731429378 104476.34076967592 -8443.1453125000007 -168777.74134615387 -9376.0684375000001 -8674.4461745689659 -17112.208072916666 75901.886148648657 65381.332660590277 -33876.39638480392 -198672.10621093749 76883.730787037042 41370.470314308448 -26533.752083333333 40290.556665039068 -130978.16640625001 81480.224456521741 -15824.422446646342 74031.366225961538 -27152.141015625002 -71153.209848090279 -13933.306770833335 33728.122404379828 -22540.610449218751 -169530.29166666669
leaf_weight=3966508 1227 104392 29 34 30 429 27 20 26 50 29 42 37 54 51 20 27 27 24 32 37 23 41 39 36 45 30 259 155 24
leaf_count=3966508 1227 104392 29 34 30 429 27 20 26 50 29 42 37 54 51 20 27 27 24 32 37 23 41 39 36 45 30 259 155 24
internal_value=0 -153.55 2720.11 -27033.3 -53199.3 3704.48 1447.31 -12306.6 -18156.6 -63908.2 45880.4 -10927.7 8188.89 -4593.67 -32153.7 -103558 4463.65 -28888 37099.8 6213.36 1663.26 -30831.7 -70448.6 21247.5 15713.7 -24838.9 27472.6 26298.7 -37471.6 -72537
internal_weight=0 107296 2904 93 64 2811 2382 613 557 76 56 481 233 196 118 40 78 248 78 1769 1358 131 78 411 372 77 53 295 221 66
internal_count=4073804 107296 2904 93 64 2811 2382 613 557 76 56 481 233 196 118 40 78 248 78 1769 1358 131 78 411 372 77 53 295 221 66
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=31
num_cat=0
split_feature=1 1 7 1 4 4 0 0 0 3 1 1 4 0 4 0 0 4 4 0 6 4 0 4 1 6 6 6 6 6
split_gain=2.60992e+11 5.90763e+12 2.28947e+13 3.93266e+13 6.85582e+13 1.55099e+14 1.10083e+14 6.83266e+13 2.04544e+14 9.65897e+13 6.33474e+13 4.511e+13 4.31437e+13 4.32017e+13 1.06238e+14 4.06537e+13 2.24931e+14 4.01505e+13 1.6548e+14 4.81825e+13 3.95832e+13 5.90566e+13 2.02151e+14 4.76875e+13 6.99805e+13 7.07384e+13 5.82905e+13 6.25448e+13 3.9564e+13 5.76272e+13
threshold=37.517483500000004 37.46219940000001 6.0000000000000009 37.475446350000006 16.500000000000004 15.500000000000002 55.568628050000008 55.579943700000008 55.595177750000005 12.500000000000002 37.488790500000007 37.503969450000007 15.500000000000002 55.667390500000003 13.500000000000002 55.81943720000001 55.82518790000001 24.500000000000004 26.500000000000004 55.775215600000003 36.005000000000003 18.500000000000004 55.749683450000006 17.500000000000004 37.488790500000007 40.610000000000007 52.990000000000002 56.010000000000012 60.005000000000003 60.910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -5 -9 -10 -7 -8 13 -4 -15 17 -17 19 -19 20 -6 22 23 24 25 -22 -27 -28 -29 -30
right_child=-2 2 3 4 15 6 11 8 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=31.987472642272309 11.872763111217175 619.35810062379312 -19233.929014572652 4465.693355880092 14184.807244893462 36325.507419273803 35257.373411722714 -165094.9884225399 -19604.254132117159 102756.54382254464 -12571.685667955555 96302.231764609955 -3446.0949951167299 -70834.728889266305 236541.83068181819 150903.12913637067 -1135.4301826505723 66219.694800169076 -11427.582293105486 -33461.342408723867 -53908.292345252405 2075.7915419820965 -319751.29510869569 -42524.706657633345 -44718.734570123248 59983.751150977369 -95083.022182377055 77991.745003043834 -78852.686803209464 23220.067049042169
leaf_weight=672879 3339109 36386 3181 4187 598 657 197 94 823 70 444 314 5834 23 22 101 2661 335 1519 1068 156 1373 23 689 387 243 61 77 74 219
leaf_count=672879 3339109 36386 3181 4187 598 657 197 94 823 70 444 314 5834 23 22 101 2661 335 1519 1068 156 1373 23 689 387 243 61 77 74 219
internal_value=0 -53.9604 -989.52 -3291.55 -365.985 7324.82 34409.8 -1113.73 -24782.4 -10012.7 16606.7 72768.3 -8577.59 -17857.5 79438.3 -5811.5 4424.27 -9955.62 2602.54 -14642.2 -9488.62 -13775.9 -25058.7 -21502.6 -9600.98 6773.2 20818.2 -1263.58 14203.9 -2559.4
internal_weight=0 734695 61816 25430 16370 6786 1612 5174 987 893 1101 511 9060 3226 45 9584 2762 6822 1854 4968 3900 3302 1929 1906 1217 830 674 431 370 293
internal_count=4073804 734695 61816 25430 16370 6786 1612 5174 987 893 1101 511 9060 3226 45 9584 2762 6822 1854 4968 3900 3302 1929 1906 1217 830 674 431 370 293
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=31
num_cat=0
split_feature=4 1 0 1 0 3 1 4 0 1 4 6 6 1 6 6 4 6 6 4 1 4 1 4 4 1 0 6 6 3
split_gain=2.68516e+11 4.0779e+12 1.286e+13 2.21662e+13 3.41731e+13 2.2509e+13 1.98868e+13 2.68874e+13 2.2637e+13 1.65146e+13 3.47617e+13 1.62612e+13 1.59793e+13 3.61821e+13 3.40368e+13 2.40539e+13 1.56029e+13 1.47905e+13 1.43978e+13 1.52615e+13 1.31223e+13 1.50501e+13 4.03313e+13 2.1959e+13 1.80953e+13 3.63872e+13 3.4348e+13 1.86952e+13 1.48465e+13 1.86585e+13
threshold=16.500000000000004 82.941727000000014 55.02095400000001 82.963919600000011 55.039488700000007 10.500000000000002 82.961694200000011 17.500000000000004 55.061158000000006 82.956351500000011 24.500000000000004 89.00500000000001 91.02500000000002 82.948524700000021 86.030000000000015 94.02500000000002 25.500000000000004 53.705000000000005 42.005000000000003 24.500000000000004 82.966990000000024 22.500000000000004 82.963919600000011 24.500000000000004 17.500000000000004 82.962856350000024 55.007293000000011 38.605000000000011 60.910000000000004 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 20 4 5 12 -6 8 11 18 -11 -8 14 15 -4 -14 -12 -9 -7 -20 21 24 -23 28 25 -3 27 -27 -24 -30
right_child=1 2 3 -5 6 9 7 17 -10 10 16 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-13.928687671345546 114.35837264574334 665.69650648726906 -17098.691737534467 -265.40739544846906 800.40302992844681 25290.704091993171 -56781.239807222089 -14228.450569295979 -1083.3274393580903 -38414.928236101681 33665.195774841312 23395.051702008932 -175599.42630208333 9409.2324092741947 105098.20244565218 -58693.503480113635 -43452.51730587121 11298.337641072103 8468.6991485458457 -11157.196102555072 -789.37801757704494 5076.6744876468429 10243.590781824449 89193.499200520848 -301.6085533983927 16280.515653499284 -26050.239984863281 51896.612425321691 99809.088596754824 10195.109672619048
leaf_weight=3147398 840589 1470 2550 27997 7131 199 262 501 149 345 128 28 24 62 23 66 33 415 667 976 27161 3037 170 75 11546 251 100 357 52 42
leaf_count=3147398 840589 1470 2550 27997 7131 199 262 501 149 345 128 28 24 62 23 66 33 415 667 976 27161 3037 170 75 11546 251 100 357 52 42
internal_value=0 47.3217 -609.311 -1872.67 -5191.39 -11684.4 -1309.81 -12415.3 -32763.2 -4508.47 -20509.8 -49040.1 -17867.6 -49373.6 -16006.4 -89868.4 17858.5 -2663.37 -112.894 -3189.78 576.838 2746.88 8728.39 41443 1275.48 9635.93 28260.6 37193.3 27877.6 59768.8
internal_weight=0 926406 85817 41556 13559 5073 8486 1355 439 2348 506 290 2725 152 2573 90 161 916 1842 1643 44261 17100 3376 339 13724 2178 708 608 264 94
internal_count=4073804 926406 85817 41556 13559 5073 8486 1355 439 2348 506 290 2725 152 2573 90 161 916 1842 1643 44261 17100 3376 339 13724 2178 708 608 264 94
is_linear=0
shrinkage=0.1


Tree=4992
num_leaves=31
num_cat=0
split_feature=1 1 0 6 6 6 6 6 6 3 4 4 4 3 6 3 6 3 6 4 0 7 0 4 4 4 3 3 0 0
split_gain=2.96134e+11 7.54703e+12 1.137e+13 2.48612e+13 3.20754e+13 9.39456e+12 8.29198e+12 1.78496e+13 1.52781e+13 3.43531e+13 1.34855e+13 1.74394e+13 1.21774e+13 9.4456e+12 1.30902e+13 1.44579e+13 9.30122e+12 1.12587e+13 2.65552e+13 1.42615e+13 1.40054e+13 2.39946e+13 1.99193e+13 9.20443e+12 1.63291e+13 1.06188e+13 8.9017e+12 1.00066e+13 8.89065e+12 1.40178e+13
threshold=60.605526900000008 60.620042600000012 56.904718250000009 81.02500000000002 84.00500000000001 68.515000000000015 120.05000000000001 110.01500000000001 93.050000000000011 1.5000000000000002 15.500000000000002 10.500000000000002 28.500000000000004 9.5000000000000018 168.45000000000002 3.5000000000000004 96.050000000000011 6.5000000000000009 98.020000000000024 7.5000000000000009 56.83050475000001 6.0000000000000009 56.818587550000011 24.500000000000004 18.500000000000004 14.500000000000002 8.5000000000000018 7.5000000000000009 56.850115550000005 56.818587550000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -2 -10 11 -9 -12 14 15 -8 23 18 -18 -20 21 22 -19 24 25 -11 27 28 29 -17
right_child=1 -3 3 4 -6 -7 13 10 9 16 12 -13 -14 -15 -16 26 17 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17.913451378981971 612.2105904774686 13.018613093277603 10247.457497086063 -115966.68883559282 38996.717116477274 37537.432905238311 -503.0032261029412 -21659.674590118841 142075.8381138393 8519.4770743534482 -64862.94176136364 84056.77199218751 13245.888101562501 -13677.01786050452 -29287.700841346159 10912.355328125001 -81853.90415736608 45640.042170826986 60720.760978618418 -7154.2076812195928 -6799.9087800202542 -20197.010121527779 156945.08923828125 74885.076907869661 -33713.783339051944 94095.878098060348 112803.59125000001 -14564.686959134617 14768.032592147436 101221.94141290839
leaf_weight=2826208 12667 1232124 1364 34 22 139 85 71 21 29 99 20 25 83 39 25 42 82 38 167 108 45 20 41 37 29 20 26 39 55
leaf_count=2826208 12667 1232124 1364 34 22 139 85 71 21 29 99 20 25 83 39 25 42 82 38 167 108 45 20 41 37 29 20 26 39 55
internal_value=0 40.5798 2235.43 10333.7 -55088.2 12771.3 1327.99 923.352 1384.52 16229.5 -27660.4 1574.71 -49115.2 16057 24596.5 33002.4 12087.2 5802.59 -9413.88 5427.49 20541.7 40629.4 67464.6 35284.7 18194.1 51307.7 50262.8 41636.5 53915.7 73000.2
internal_weight=0 1.2476e+06 15472 1559 56 1503 13913 13541 13326 659 215 91 124 372 289 250 638 502 247 205 255 147 102 136 95 58 165 145 119 80
internal_count=4073804 1247596 15472 1559 56 1503 13913 13541 13326 659 215 91 124 372 289 250 638 502 247 205 255 147 102 136 95 58 165 145 119 80
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=31
num_cat=0
split_feature=4 5 2 0 6 6 6 1 1 6 2 2 0 0 1 0 1 1 6 2 0 6 0 1 5 1 1 0 1 1
split_gain=2.58722e+11 1.48875e+12 2.22809e+12 3.43562e+12 1.86641e+12 1.84711e+12 3.19226e+12 3.80235e+12 4.39137e+12 3.05747e+12 3.22097e+12 5.06714e+12 4.15408e+12 3.51822e+12 3.31962e+12 3.77393e+12 2.91863e+12 2.84807e+12 2.59274e+12 6.76613e+12 3.10793e+12 2.80664e+12 2.80429e+12 4.96144e+12 2.79942e+12 2.79134e+12 3.37615e+12 2.66505e+12 2.65386e+12 3.9842e+12
threshold=2.5000000000000004 1.5000000000000002 75.000000000000014 55.753967500000009 31.705000000000002 33.305000000000007 21.020000000000003 37.234509300000006 37.755233900000007 39.355000000000011 2865.5000000000005 2875.5000000000005 56.342669500000007 55.111813300000001 82.901648750000021 55.007293000000011 43.997056950000008 43.56803845000001 41.705000000000005 2200.0000000000005 51.567244500000008 42.005000000000003 44.685196900000008 39.723160900000003 2.5000000000000004 39.135518400000002 38.989878900000008 45.082176650000008 52.061190950000004 54.62357655000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 12 -12 14 15 -13 17 -14 19 20 -11 25 23 -21 -22 26 -20 -28 -23 -30
right_child=-2 5 4 -5 -6 9 -8 8 -10 18 11 13 16 -15 -16 -17 -18 -19 21 22 24 28 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2242.2379482591741 -4.2404510769470587 34646.590444946291 234.64230151805583 45086.942158564816 -1435.842568554124 -4665.2739130530645 4044.2841206949997 -52013.545143127441 -4241.8982824851209 35989.921117596292 3440.3613336200224 2326.3351260803711 4145.7222325478833 -5220.1891673232294 -4231.8200815489099 22540.475191860009 394.56802277260641 39668.559995058364 38.037777592456514 34968.388221153844 7595.8531485580816 -111.89693320305688 463.12877081225065 3298.5089511152628 37650.298988342285 -4480.2662113567048 41966.184218750001 6409.4414034861438 4910.4924582996027 780.37301025392696
leaf_weight=61 3961637 24 14234 27 12617 2436 2777 20 508 43 657 1377 31 1640 827 99 47 83 909 65 984 38866 5461 207 32 2315 35 53 2598 23134
leaf_count=61 3961637 24 14234 27 12617 2436 2777 20 508 43 657 1377 31 1640 827 99 47 83 909 65 984 38866 5461 207 32 2315 35 53 2598 23134
internal_value=0 149.769 -498.237 15387.8 -550.301 354.592 2663.66 -4281.95 -6051.43 260.733 -1707.75 -194.515 6968.06 -1680.43 840.276 3682.16 21363.7 30008.8 450.383 2313.25 9656.94 264.069 956.721 10866.7 8542.45 -2575.1 1848.64 20551.3 409.635 1197.37
internal_weight=0 112167 26939 88 26851 85228 3329 552 528 81899 7197 4761 818 3943 2303 1476 161 114 74702 6792 1059 67910 5733 272 1016 3312 997 88 64598 25732
internal_count=4073804 112167 26939 88 26851 85228 3329 552 528 81899 7197 4761 818 3943 2303 1476 161 114 74702 6792 1059 67910 5733 272 1016 3312 997 88 64598 25732
is_linear=0
shrinkage=0.1


Tree=4994
num_leaves=31
num_cat=0
split_feature=1 1 0 6 4 6 4 0 4 6 4 5 0 0 6 6 4 4 6 6 0 0 0 6 5 6 3 3 4 6
split_gain=2.5812e+11 4.95703e+12 1.25393e+13 1.43794e+13 1.1216e+13 1.1617e+13 9.15718e+12 8.77759e+12 7.8458e+12 7.21898e+12 6.75735e+12 1.21772e+13 6.66617e+12 8.37758e+12 5.65266e+12 5.88217e+12 1.12582e+13 6.29154e+12 1.04616e+13 5.96068e+12 5.40818e+12 1.20155e+13 7.34499e+12 5.46823e+12 8.65268e+12 6.2618e+12 5.67581e+12 5.75573e+12 5.3735e+12 5.40216e+12
threshold=61.273924650000005 60.770858000000011 56.760749800000006 53.995000000000012 3.5000000000000004 73.995000000000019 9.5000000000000018 56.986919400000012 16.500000000000004 88.00500000000001 9.5000000000000018 2.5000000000000004 56.888401950000009 56.986919400000012 65.00500000000001 74.615000000000009 3.5000000000000004 6.5000000000000009 70.50500000000001 76.605000000000004 55.214863500000007 56.638205000000006 55.183288250000011 36.905000000000008 2.5000000000000004 60.005000000000003 1.5000000000000002 9.5000000000000018 1.5000000000000002 78.605000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -4 10 12 11 -7 28 14 -14 17 -17 -16 -19 -18 22 -22 -6 -23 25 -25 -26 -28 -5 -30
right_child=-2 2 3 9 5 8 -8 -9 -10 -11 -12 -13 13 -15 15 16 19 18 -20 -21 21 23 -24 24 26 -27 27 -29 29 -31
leaf_value=-6.2679926205544412 39.655047952196043 2329.4516162270415 4722.0516699600221 -48607.315937500003 -8090.778432056075 -105189.22203125 -5595.1608965198729 -10612.472681599844 -74429.95185185186 -21289.134804173522 -4957.9674028346153 -23255.883686523437 12593.911348037247 -11207.281531321676 64647.72843237983 -30245.23495239258 -1413.837146577381 -8394.4133081609561 66089.095819276758 43753.78893305461 -15257.849119019189 4466.7314523992818 2465.1027814540407 -9612.3994983061639 42635.625010279611 -44300.506262428979 -1118.9458931036359 52821.866889880948 6462.2491202048886 -29059.531262737775
leaf_weight=2887841 1170013 1914 2560 20 1128 20 2635 437 27 76 189 195 644 109 72 40 42 44 33 96 1346 651 1586 967 38 55 341 21 618 46
leaf_count=2887841 1170013 1914 2560 20 1128 20 2635 437 27 76 189 195 644 109 72 40 42 44 33 96 1346 651 1586 967 38 55 341 21 618 46
internal_value=0 -15.9781 -1774.04 1212.61 -4406.3 -6370.38 -1294.82 2486.09 -22239.8 8887.55 -18751.8 -30877.6 10187.7 15079.9 18030.8 28738.2 16467.3 43397.5 23527.1 30007.1 -5255.15 -7900.87 -1922.16 -3123.99 -6599.06 -11479.2 5869.63 2010.22 2463.14 4001.4
internal_weight=0 2.90379e+06 15950 7472 8478 6564 5632 2997 431 1840 404 215 1764 1080 971 327 178 149 77 138 6133 3419 2714 2073 1422 1022 400 362 684 664
internal_count=4073804 2903791 15950 7472 8478 6564 5632 2997 431 1840 404 215 1764 1080 971 327 178 149 77 138 6133 3419 2714 2073 1422 1022 400 362 684 664
is_linear=0
shrinkage=0.1


Tree=4995
num_leaves=31
num_cat=0
split_feature=6 4 0 0 7 6 6 6 4 6 1 1 6 6 4 5 0 7 4 3 1 0 6 0 1 6 4 0 4 0
split_gain=2.56685e+11 2.04686e+12 6.07541e+12 5.85869e+12 6.37224e+12 1.24044e+13 1.84964e+13 1.04105e+13 5.5978e+12 5.26122e+12 5.0379e+12 7.96547e+12 6.61998e+12 7.01056e+12 1.06023e+13 1.45684e+13 1.04595e+13 9.44311e+12 8.8325e+12 1.30027e+13 9.52601e+12 1.44756e+13 1.16379e+13 1.06204e+13 1.04889e+13 1.05376e+13 1.0101e+13 9.37717e+12 9.25824e+12 8.54634e+12
threshold=42.005000000000003 18.500000000000004 43.472751400000007 43.6005307 6.0000000000000009 33.305000000000007 37.310000000000009 30.985000000000003 20.500000000000004 33.805000000000007 30.205407000000005 30.452677500000004 37.310000000000009 39.505000000000003 24.500000000000004 1.5000000000000002 60.042359000000012 6.0000000000000009 20.500000000000004 18.500000000000004 30.362494150000003 59.950512650000007 41.005000000000003 59.856552950000008 30.438492500000006 41.285000000000004 24.500000000000004 59.898927250000007 22.500000000000004 59.838047850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -4 -7 -6 -5 12 -12 14 15 16 17 -14 19 -15 23 22 26 29 -23 -26 28 -25 -22 -20
right_child=-2 2 3 10 9 6 -8 -9 -10 -11 11 -13 13 18 -16 -17 -18 -19 20 -21 21 24 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-13.537433659601659 -18.13599226748693 42606.00487132353 -42962.932421875004 4343.2607009264784 -27727.979086538464 -53722.505969769023 -8365.3808333333345 28610.369028072037 -120303.60228794644 26705.899142020091 13.308874094002428 611.17073203515702 -5504.8907929781617 4223.1824198069498 -1084.9248008586005 11021.298274512264 4560.2791504332081 -16446.936814520584 -5245.6552161540458 41066.794879619898 -30809.175126953127 6237.9870063877988 -28917.077728331322 -65438.962075700438 19246.193680111392 85209.774045632104 -17212.553077436853 -8191.5774593180604 21703.08120093825 23378.658217651369
leaf_weight=1205419 2676587 34 31 3111 26 23 60 59 28 56 23531 150692 1323 1213 4217 358 430 1953 218 104 40 1189 204 29 91 33 193 2143 209 200
leaf_count=1205419 2676587 34 31 3111 26 23 60 59 28 56 23531 150692 1323 1213 4217 358 430 1953 218 104 40 1189 204 29 91 33 193 2143 209 200
internal_value=0 34.7423 338.173 330.678 -14046.9 -23631.2 -46000.4 3957.34 -90276.8 9446.38 351.928 286.01 -1014.46 -2723.98 -4597.56 -8242.44 -10103.3 -12028 -79.0439 7132.62 -2166.92 3094.83 -9160.26 -6146.76 9124.37 36801 -41.7325 -8955.93 13267.4 8450.19
internal_weight=0 1.39722e+06 191798 191764 283 201 111 90 51 82 191481 188370 37678 14147 8281 4064 3706 3276 5866 1317 4549 1959 646 2590 1313 124 442 2172 249 418
internal_count=4073804 1397217 191798 191764 283 201 111 90 51 82 191481 188370 37678 14147 8281 4064 3706 3276 5866 1317 4549 1959 646 2590 1313 124 442 2172 249 418
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=31
num_cat=0
split_feature=4 6 6 0 2 6 0 1 1 1 0 3 0 7 0 3 3 1 3 7 4 4 1 0 3 3 4 4 0 0
split_gain=2.68681e+11 2.51736e+12 1.2748e+13 1.72513e+13 1.25413e+13 1.17759e+13 2.47149e+13 4.11892e+13 2.21072e+13 1.95916e+13 1.86354e+13 1.44654e+13 1.411e+13 1.17046e+13 2.06424e+13 1.29026e+13 2.39243e+13 1.16921e+13 1.14045e+13 1.4083e+13 1.28027e+13 1.08815e+13 1.07851e+13 1.56926e+13 1.61335e+13 9.60224e+12 8.87713e+12 8.46721e+12 1.37284e+13 1.32428e+13
threshold=19.500000000000004 57.410000000000004 56.805000000000007 44.601833250000006 2828.5000000000005 57.005000000000003 55.82518790000001 37.401708450000008 37.517483500000004 37.618684050000006 60.034792100000011 4.5000000000000009 60.002985000000002 6.0000000000000009 55.743464250000009 12.500000000000002 17.500000000000004 37.586700500000006 13.500000000000002 6.0000000000000009 20.500000000000004 20.500000000000004 37.682335600000009 55.568628050000008 16.500000000000004 3.5000000000000004 20.500000000000004 23.500000000000004 55.667390500000003 55.633951400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 13 -7 17 18 27 15 -15 -17 -10 19 -8 -20 -21 23 -13 -25 -23 -11 29 -29 -5
right_child=1 -3 3 4 -6 8 7 -9 11 26 -12 22 -14 14 -16 16 -18 -19 20 21 -22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.3241436057714839 23.949977555915446 -351.47450211278186 97590.772578125005 69552.486959134621 -1534.2531210556579 -10895.142433672918 -10742.272600560407 -33997.952860700978 -78880.919398437502 -36583.650277217741 45748.327546938002 220.27886075751726 -4912.1304612527683 11974.2796875 156298.63069661459 171812.16304687501 32390.203869628909 640.19138596225798 108448.42050000001 -15646.091506177327 32545.683318725583 -15010.231811523438 9055.1690474356765 87545.911532432161 28849.649332215358 51164.108353097101 19288.036596147405 1025.6657986111111 91605.313458806835 -16334.837190193966
leaf_weight=3599339 278070 190894 20 26 2095 919 153 218 25 31 62 86 254 43 24 20 32 71 25 43 200 26 317 76 122 140 344 27 44 58
leaf_count=3599339 278070 190894 20 26 2095 919 153 218 25 31 62 86 254 43 24 20 32 71 25 43 200 26 317 76 122 140 344 27 44 58
internal_value=0 -70.7339 118.255 4885.27 4546.99 8309.6 14154.9 4737.93 2359.82 29520.9 -7315.23 15977.1 14778.9 49846.9 73435.2 52501.3 86014 -20068.4 23299.3 12310.4 40979.3 29186.3 21734.7 35887.6 51379.5 40799.5 14669.3 31737.2 57159.5 10249.3
internal_weight=0 474465 283571 5501 5481 3386 1708 1059 1678 649 981 697 841 274 119 95 52 96 587 362 225 209 601 284 198 166 375 155 71 84
internal_count=4073804 474465 283571 5501 5481 3386 1708 1059 1678 649 981 697 841 274 119 95 52 96 587 362 225 209 601 284 198 166 375 155 71 84
is_linear=0
shrinkage=0.1


Tree=4997
num_leaves=31
num_cat=0
split_feature=6 1 1 6 0 0 6 0 0 0 0 6 3 0 6 0 6 3 6 0 6 3 6 4 3 6 4 0 0 1
split_gain=2.70046e+11 2.29264e+12 4.81132e+12 1.22161e+13 1.18275e+13 4.20206e+13 1.2721e+14 7.61602e+12 7.07127e+12 7.01847e+12 1.06665e+13 8.62621e+12 6.08996e+12 1.5115e+13 1.33877e+13 1.97882e+13 5.97516e+12 4.40796e+12 6.43164e+12 4.0995e+12 5.15262e+12 6.04585e+12 3.97771e+12 3.73172e+12 1.46929e+13 4.4989e+12 3.4479e+12 3.40644e+12 1.28782e+13 4.25264e+13
threshold=31.005000000000006 37.618684050000006 37.586700500000006 19.050000000000004 55.728148450000006 55.759969450000007 27.215000000000003 55.743464250000009 55.812023600000011 55.676890650000011 55.660117850000006 30.985000000000003 2.5000000000000004 55.791814000000009 22.940000000000005 55.801384500000005 30.025000000000002 2.5000000000000004 29.015000000000004 55.579943700000008 28.980000000000004 3.5000000000000004 30.025000000000002 9.5000000000000018 4.5000000000000009 21.020000000000003 23.500000000000004 55.753967500000009 55.749683450000006 37.517483500000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 6 -6 -4 -9 10 19 17 14 -14 -7 -16 -17 -11 -19 -5 -21 -22 -23 24 -15 -25 -27 28 -1 -30
right_child=-2 -3 3 4 5 12 -8 8 -10 11 -12 -13 13 23 15 16 -18 18 -20 20 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=1493.8081094085283 6.9785234507796208 -210.3603107324891 -3132.0201525006978 -4248.821943529706 18333.405892578125 -44135.153906250001 266623.14640925481 -95461.592708333337 -16003.214564732143 -2644.4437405493954 64946.187507233793 32029.944584147139 -67130.960572916665 -18833.273053385416 103409.52548253676 28119.13415852865 -34995.349245605466 -82361.567540322591 -22893.422194602274 -11408.275144449872 58370.668540039071 32739.348100754312 -21126.327373798078 21174.418509444451 81889.483704049257 -6106.2351265647194 26201.822401551944 -273.86917031305222 -9328.7662378771547 138983.15829741381
leaf_weight=11879 3794999 239963 56 430 100 23 26 24 21 31 27 24 30 30 34 60 20 31 44 48 40 29 26 103 28 308 37 25246 58 29
leaf_count=11879 3794999 239963 56 430 100 23 26 24 21 31 27 24 30 30 34 60 20 31 44 48 40 29 26 103 28 308 37 25246 58 29
internal_value=0 -94.9893 617.764 5935.53 8160.53 16567.3 69567.8 -27747.9 -58381 -1040.87 3523.23 -22106 6644.5 1835.24 25460.3 39501.4 12340.5 -34363.2 -47473.6 628.958 15296.4 28789.3 7275.57 5924.15 29791.5 2834.18 -2641.31 384.83 1774.56 40108.5
internal_weight=0 278805 38842 1630 1529 799 126 101 45 730 600 130 673 536 137 114 80 106 75 573 143 95 55 506 58 448 345 37212 11966 87
internal_count=4073804 278805 38842 1630 1529 799 126 101 45 730 600 130 673 536 137 114 80 106 75 573 143 95 55 506 58 448 345 37212 11966 87
is_linear=0
shrinkage=0.1


Tree=4998
num_leaves=31
num_cat=0
split_feature=6 4 4 1 1 4 1 5 5 3 0 1 0 1 0 0 1 0 2 0 1 0 0 1 0 5 0 0 1 3
split_gain=2.59883e+11 3.15774e+12 5.49164e+12 3.59164e+12 7.14521e+12 3.51772e+12 4.25955e+12 3.63753e+12 9.53239e+12 7.28544e+12 5.64796e+12 1.13536e+13 1.13283e+13 5.80056e+12 5.05062e+12 7.3642e+12 5.21754e+12 4.94764e+12 4.09803e+12 4.82522e+12 3.73386e+12 3.46121e+12 3.84088e+12 3.44259e+12 7.13827e+12 7.77042e+12 6.6773e+12 5.85389e+12 5.66313e+12 3.42775e+12
threshold=15.450000000000001 4.5000000000000009 2.5000000000000004 37.234509300000006 37.755233900000007 6.5000000000000009 30.242318500000007 1.5000000000000002 2.5000000000000004 1.5000000000000002 46.323575350000006 40.024897700000004 45.07004340000001 39.908802000000009 61.686687400000004 59.838047850000002 37.343102500000008 59.963561900000009 2632.5000000000005 43.687280500000007 30.472130500000002 56.888401950000009 45.085557650000005 39.723160900000003 55.858844800000007 1.5000000000000002 55.749683450000006 54.916864950000011 39.749243900000003 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 7 -7 10 17 21 11 12 13 -3 15 16 -12 18 -9 -20 -11 22 -10 24 26 -26 27 -4 -25 -8
right_child=-2 5 23 4 -6 6 29 8 9 20 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=30071.239786306112 -1.2335485895740592 -5771.4995837001179 28684.912636617555 -56848.782405598962 -1426.0134413865508 38058.867959594725 4280.4845542955936 -3343.0545000236266 41556.935674252716 29375.5425 26519.409765625001 46686.353149414062 39720.96241477273 -60857.789229910719 37216.608984375001 -56322.350159505208 -7171.8955174354769 -27480.630163225447 -13353.127177372686 18109.087326348279 -14761.731285718835 54349.944980468754 -7520.3061492919924 -36680.064087701612 35952.234375 -37116.793193586484 78641.099404761902 -6214.6686668395996 7155.0556592858356 -1564.2777996287168
leaf_weight=34 4064110 213 193 24 756 32 2057 155 23 20 47 60 55 21 26 30 2088 35 54 501 460 20 52 31 22 43 21 64 598 1959
leaf_count=34 4064110 213 193 24 756 32 2057 155 23 20 47 60 55 21 26 30 2088 35 54 501 460 20 52 31 22 43 21 64 598 1959
internal_value=0 517.154 4314.93 -1744.49 -3131.33 -340.564 1718.98 -2500.41 1757.92 -7915.01 -4713.41 7101.69 -1116.57 -10715.1 -6595.41 -7121.56 -6430.21 9223.61 11033 15047.9 -12922.7 17386.9 7530.05 9389.38 17448.5 -12385.7 24424.1 19994 4994.66 1429.42
internal_weight=0 9694 1786 814 780 7908 4048 3860 1320 575 2540 349 289 234 2191 2165 2135 745 710 555 480 95 75 972 343 65 278 257 629 4016
internal_count=4073804 9694 1786 814 780 7908 4048 3860 1320 575 2540 349 289 234 2191 2165 2135 745 710 555 480 95 75 972 343 65 278 257 629 4016
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 0 6 7 5 6 6 0 6 3 6 5 5 6 3 0 1 0 6 4 3 1 1 5 6
split_gain=2.55995e+11 3.14874e+12 1.1853e+13 1.69311e+13 5.51698e+13 1.60516e+13 1.18773e+13 2.23182e+13 1.47995e+13 2.92948e+13 2.65317e+13 5.37692e+13 2.03962e+13 2.89621e+13 2.2887e+13 2.727e+13 4.84084e+13 1.92107e+13 3.65495e+13 2.33048e+13 2.21685e+13 2.51667e+13 2.1669e+13 1.9422e+13 2.40005e+13 2.85805e+13 2.063e+13 1.79025e+13 1.69675e+13 3.72617e+13
threshold=39.625203600000013 39.939672500000007 58.603553700000006 57.719618750000002 39.763755750000009 92.02500000000002 47.139841100000005 36.605000000000011 6.0000000000000009 4.5000000000000009 51.015000000000008 51.805000000000007 43.550475500000012 105.00500000000001 6.5000000000000009 60.910000000000004 2.5000000000000004 1.5000000000000002 46.010000000000012 6.5000000000000009 43.472751400000007 39.908802000000009 43.687280500000007 49.895000000000003 5.5000000000000009 8.5000000000000018 39.749243900000003 39.735861600000007 1.5000000000000002 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 2 3 6 -5 -6 7 -2 28 10 17 -12 13 14 15 -13 -17 18 19 -10 21 -19 23 24 -22 26 -26 -27 29 -9
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 12 -14 -15 -16 16 -18 20 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-29.706965751156083 2485.4805092368397 -17.023734426268177 7925.5905987492461 12056.687870201698 -21675.241082685607 -106104.33699048914 750.69921969682571 -10634.87744701566 -16949.295315686577 -111225.70156250001 158558.61308593751 31258.837336359797 6181.5880602861844 -56686.155645161285 14456.659991164437 216623.64321120689 45067.160587993421 94258.746744791672 48723.119817199709 18151.441535444417 -57004.039162093883 -8383.1464286911651 25921.607341728213 -63825.064686288759 27171.439280564875 -86086.591710805093 -45563.104663584185 7771.4159778225803 -1884.0287720325437 14703.22411608382
leaf_weight=1694326 13473 2143404 2057 728 1075 23 182348 5219 498 22 25 74 1512 31 126 29 38 36 160 305 126 71 80 129 191 59 49 31 26906 653
leaf_count=1694326 13473 2143404 2057 728 1075 23 182348 5219 498 22 25 74 1512 31 126 29 38 36 160 305 126 71 80 129 191 59 49 31 26906 653
internal_value=0 21.1531 367.775 301.342 -9290.26 -23443.8 376.772 -991.22 -2279.14 3814.48 4523.41 12906 10894.3 34805.6 45428.2 73104.9 119323 -4342.37 5079.07 -3617.13 -16094.7 26150.6 -22892.1 -29567.5 -19876.2 -5700.13 12321.5 -53757.7 -2946.91 -7817.14
internal_weight=0 2.37948e+06 236074 234017 1826 1098 232191 49843 36370 3592 3570 1835 1810 298 267 141 67 1735 963 803 772 107 665 585 456 330 240 90 32778 5872
internal_count=4073804 2379478 236074 234017 1826 1098 232191 49843 36370 3592 3570 1835 1810 298 267 141 67 1735 963 803 772 107 665 585 456 330 240 90 32778 5872
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
area=34091
geo_lat=31850
geo_lon=30993
levels=24114
level=12189
rooms=6778
region=5188
object_type=4797

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:[]
